Task 14594734
| Name | ParityModified-1647049396-6438-3-0_0 |
| Workunit | 11617198 |
| Created | 10 Apr 2022, 3:08:05 UTC |
| Sent | 11 Apr 2022, 7:46:30 UTC |
| Report deadline | 19 Apr 2022, 7:46:30 UTC |
| Received | 11 Apr 2022, 18:18:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21753 |
| Run time | 2 hours 26 min 39 sec |
| CPU time | 2 hours 18 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,188.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031178 | val_loss: 0.0311795 | Time: 3593.24 ms
[2022-04-12 00:44:37 main:574] : INFO : Epoch 1543 | loss: 0.0311775 | val_loss: 0.0311772 | Time: 3758.41 ms
[2022-04-12 00:44:40 main:574] : INFO : Epoch 1544 | loss: 0.0311765 | val_loss: 0.031179 | Time: 3637.65 ms
[2022-04-12 00:44:44 main:574] : INFO : Epoch 1545 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 3614.5 ms
[2022-04-12 00:44:48 main:574] : INFO : Epoch 1546 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 3830.15 ms
[2022-04-12 00:44:52 main:574] : INFO : Epoch 1547 | loss: 0.031176 | val_loss: 0.0311788 | Time: 3750.52 ms
[2022-04-12 00:44:55 main:574] : INFO : Epoch 1548 | loss: 0.0311762 | val_loss: 0.0311769 | Time: 3462.5 ms
[2022-04-12 00:44:59 main:574] : INFO : Epoch 1549 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 3964.96 ms
[2022-04-12 00:45:03 main:574] : INFO : Epoch 1550 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 3678.93 ms
[2022-04-12 00:45:07 main:574] : INFO : Epoch 1551 | loss: 0.0311749 | val_loss: 0.0311768 | Time: 3650.59 ms
[2022-04-12 00:45:11 main:574] : INFO : Epoch 1552 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 3566.57 ms
[2022-04-12 00:45:15 main:574] : INFO : Epoch 1553 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 3710.91 ms
[2022-04-12 00:45:19 main:574] : INFO : Epoch 1554 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 3842.36 ms
[2022-04-12 00:45:23 main:574] : INFO : Epoch 1555 | loss: 0.0311779 | val_loss: 0.0311782 | Time: 3896.51 ms
[2022-04-12 00:45:27 main:574] : INFO : Epoch 1556 | loss: 0.0311779 | val_loss: 0.0311768 | Time: 4082.05 ms
[2022-04-12 00:45:31 main:574] : INFO : Epoch 1557 | loss: 0.0311762 | val_loss: 0.0311768 | Time: 3658.01 ms
[2022-04-12 00:45:34 main:574] : INFO : Epoch 1558 | loss: 0.0311753 | val_loss: 0.0311768 | Time: 3686.37 ms
[2022-04-12 00:45:38 main:574] : INFO : Epoch 1559 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 3837.9 ms
[2022-04-12 00:45:42 main:574] : INFO : Epoch 1560 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 3779.16 ms
[2022-04-12 00:45:46 main:574] : INFO : Epoch 1561 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 3628.39 ms
[2022-04-12 00:45:50 main:574] : INFO : Epoch 1562 | loss: 0.031174 | val_loss: 0.0311752 | Time: 3751.55 ms
[2022-04-12 00:45:54 main:574] : INFO : Epoch 1563 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 3764.78 ms
[2022-04-12 00:45:58 main:574] : INFO : Epoch 1564 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 3674.03 ms
[2022-04-12 00:46:01 main:574] : INFO : Epoch 1565 | loss: 0.0311744 | val_loss: 0.031181 | Time: 3584.87 ms
[2022-04-12 00:46:05 main:574] : INFO : Epoch 1566 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 3722.06 ms
[2022-04-12 00:46:09 main:574] : INFO : Epoch 1567 | loss: 0.0311757 | val_loss: 0.0311749 | Time: 3789.33 ms
[2022-04-12 00:46:13 main:574] : INFO : Epoch 1568 | loss: 0.0311749 | val_loss: 0.0311757 | Time: 3942.12 ms
[2022-04-12 00:46:17 main:574] : INFO : Epoch 1569 | loss: 0.0311733 | val_loss: 0.0311753 | Time: 3687.53 ms
[2022-04-12 00:46:21 main:574] : INFO : Epoch 1570 | loss: 0.0311734 | val_loss: 0.0311744 | Time: 3720.01 ms
[2022-04-12 00:46:25 main:574] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 3768.79 ms
[2022-04-12 00:46:29 main:574] : INFO : Epoch 1572 | loss: 0.0311744 | val_loss: 0.0311738 | Time: 3734.27 ms
[2022-04-12 00:46:32 main:574] : INFO : Epoch 1573 | loss: 0.0311749 | val_loss: 0.0311757 | Time: 3546.34 ms
[2022-04-12 00:46:36 main:574] : INFO : Epoch 1574 | loss: 0.031173 | val_loss: 0.0311736 | Time: 3707.88 ms
[2022-04-12 00:46:40 main:574] : INFO : Epoch 1575 | loss: 0.0311731 | val_loss: 0.0311742 | Time: 3824.03 ms
[2022-04-12 00:46:44 main:574] : INFO : Epoch 1576 | loss: 0.0311755 | val_loss: 0.0311749 | Time: 3589.17 ms
[2022-04-12 00:46:48 main:574] : INFO : Epoch 1577 | loss: 0.0311767 | val_loss: 0.0311773 | Time: 3819.18 ms
[2022-04-12 00:46:51 main:574] : INFO : Epoch 1578 | loss: 0.0311756 | val_loss: 0.0311751 | Time: 3579 ms
[2022-04-12 00:46:55 main:574] : INFO : Epoch 1579 | loss: 0.0311747 | val_loss: 0.0311742 | Time: 3952.71 ms
[2022-04-12 00:47:00 main:574] : INFO : Epoch 1580 | loss: 0.0311738 | val_loss: 0.0311737 | Time: 3974.5 ms
[2022-04-12 00:47:04 main:574] : INFO : Epoch 1581 | loss: 0.031174 | val_loss: 0.0311742 | Time: 3596.76 ms
[2022-04-12 00:47:08 main:574] : INFO : Epoch 1582 | loss: 0.0311755 | val_loss: 0.0311763 | Time: 3725.23 ms
[2022-04-12 00:47:11 main:574] : INFO : Epoch 1583 | loss: 0.0311762 | val_loss: 0.0311769 | Time: 3663.16 ms
[2022-04-12 00:47:15 main:574] : INFO : Epoch 1584 | loss: 0.0311761 | val_loss: 0.0311763 | Time: 3477.44 ms
[2022-04-12 00:47:19 main:574] : INFO : Epoch 1585 | loss: 0.031175 | val_loss: 0.0311766 | Time: 3844.15 ms
[2022-04-12 00:47:23 main:574] : INFO : Epoch 1586 | loss: 0.0311762 | val_loss: 0.031178 | Time: 3590.39 ms
[2022-04-12 00:47:26 main:574] : INFO : Epoch 1587 | loss: 0.0311794 | val_loss: 0.0311754 | Time: 3623.59 ms
[2022-04-12 00:47:30 main:574] : INFO : Epoch 1588 | loss: 0.0311769 | val_loss: 0.0311748 | Time: 3761.35 ms
[2022-04-12 00:47:34 main:574] : INFO : Epoch 1589 | loss: 0.031176 | val_loss: 0.031175 | Time: 3610.51 ms
[2022-04-12 00:47:38 main:574] : INFO : Epoch 1590 | loss: 0.0311773 | val_loss: 0.0311759 | Time: 3802.82 ms
[2022-04-12 00:47:42 main:574] : INFO : Epoch 1591 | loss: 0.0311791 | val_loss: 0.0311792 | Time: 3607.59 ms
[2022-04-12 00:47:45 main:574] : INFO : Epoch 1592 | loss: 0.0311748 | val_loss: 0.0311757 | Time: 3573.71 ms
[2022-04-12 00:47:49 main:574] : INFO : Epoch 1593 | loss: 0.0311757 | val_loss: 0.0311742 | Time: 3900.82 ms
[2022-04-12 00:47:54 main:574] : INFO : Epoch 1594 | loss: 0.0311759 | val_loss: 0.0311742 | Time: 3984.2 ms
[2022-04-12 00:47:57 main:574] : INFO : Epoch 1595 | loss: 0.0311778 | val_loss: 0.0311811 | Time: 3741.8 ms
[2022-04-12 00:48:01 main:574] : INFO : Epoch 1596 | loss: 0.0311838 | val_loss: 0.0311782 | Time: 3489.08 ms
[2022-04-12 00:48:05 main:574] : INFO : Epoch 1597 | loss: 0.0311823 | val_loss: 0.0311778 | Time: 3617.44 ms
[2022-04-12 00:48:09 main:574] : INFO : Epoch 1598 | loss: 0.0311797 | val_loss: 0.0311771 | Time: 3904.2 ms
[2022-04-12 00:48:13 main:574] : INFO : Epoch 1599 | loss: 0.0311782 | val_loss: 0.0311768 | Time: 3791.43 ms
[2022-04-12 00:48:17 main:574] : INFO : Epoch 1600 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 3680.28 ms
[2022-04-12 00:48:21 main:574] : INFO : Epoch 1601 | loss: 0.0311799 | val_loss: 0.0311791 | Time: 3865.54 ms
[2022-04-12 00:48:24 main:574] : INFO : Epoch 1602 | loss: 0.0311802 | val_loss: 0.031185 | Time: 3631.75 ms
[2022-04-12 00:48:28 main:574] : INFO : Epoch 1603 | loss: 0.03118 | val_loss: 0.0311803 | Time: 3726.57 ms
[2022-04-12 00:48:32 main:574] : INFO : Epoch 1604 | loss: 0.031182 | val_loss: 0.0311807 | Time: 3681.33 ms
[2022-04-12 00:48:36 main:574] : INFO : Epoch 1605 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 3523.86 ms
[2022-04-12 00:48:40 main:574] : INFO : Epoch 1606 | loss: 0.0311784 | val_loss: 0.0311783 | Time: 3891.83 ms
[2022-04-12 00:48:43 main:574] : INFO : Epoch 1607 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 3624.94 ms
[2022-04-12 00:48:47 main:574] : INFO : Epoch 1608 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 3725.44 ms
[2022-04-12 00:48:51 main:574] : INFO : Epoch 1609 | loss: 0.0311783 | val_loss: 0.0311763 | Time: 3791.26 ms
[2022-04-12 00:48:56 main:574] : INFO : Epoch 1610 | loss: 0.031176 | val_loss: 0.0311747 | Time: 4250.27 ms
[2022-04-12 00:49:00 main:574] : INFO : Epoch 1611 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 4184.29 ms
[2022-04-12 00:49:04 main:574] : INFO : Epoch 1612 | loss: 0.0311767 | val_loss: 0.0311748 | Time: 3791.17 ms
[2022-04-12 00:49:08 main:574] : INFO : Epoch 1613 | loss: 0.0311759 | val_loss: 0.0311752 | Time: 3883.78 ms
[2022-04-12 00:49:12 main:574] : INFO : Epoch 1614 | loss: 0.0311756 | val_loss: 0.0311746 | Time: 3982.38 ms
[2022-04-12 00:49:16 main:574] : INFO : Epoch 1615 | loss: 0.031175 | val_loss: 0.0311741 | Time: 3974.1 ms
[2022-04-12 00:49:20 main:574] : INFO : Epoch 1616 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 4192.22 ms
[2022-04-12 00:49:24 main:574] : INFO : Epoch 1617 | loss: 0.0311796 | val_loss: 0.0311756 | Time: 3877.55 ms
[2022-04-12 00:49:28 main:574] : INFO : Epoch 1618 | loss: 0.0311783 | val_loss: 0.0311737 | Time: 3894.74 ms
[2022-04-12 00:49:33 main:574] : INFO : Epoch 1619 | loss: 0.0311746 | val_loss: 0.0311751 | Time: 4057.6 ms
[2022-04-12 00:49:37 main:574] : INFO : Epoch 1620 | loss: 0.0311758 | val_loss: 0.031175 | Time: 3891.45 ms
[2022-04-12 00:49:41 main:574] : INFO : Epoch 1621 | loss: 0.0311762 | val_loss: 0.031176 | Time: 4127.29 ms
[2022-04-12 00:49:45 main:574] : INFO : Epoch 1622 | loss: 0.031177 | val_loss: 0.0311773 | Time: 3887.1 ms
[2022-04-12 00:49:49 main:574] : INFO : Epoch 1623 | loss: 0.0311785 | val_loss: 0.0311786 | Time: 3681.43 ms
[2022-04-12 00:49:53 main:574] : INFO : Epoch 1624 | loss: 0.0311779 | val_loss: 0.0311776 | Time: 3953.74 ms
[2022-04-12 00:49:57 main:574] : INFO : Epoch 1625 | loss: 0.0311773 | val_loss: 0.031178 | Time: 3820.55 ms
[2022-04-12 00:50:01 main:574] : INFO : Epoch 1626 | loss: 0.0311784 | val_loss: 0.0311758 | Time: 4021.22 ms
[2022-04-12 00:50:05 main:574] : INFO : Epoch 1627 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 4059.04 ms
[2022-04-12 00:50:09 main:574] : INFO : Epoch 1628 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 3703.62 ms
[2022-04-12 00:50:13 main:574] : INFO : Epoch 1629 | loss: 0.0311773 | val_loss: 0.0311779 | Time: 4038.85 ms
[2022-04-12 00:50:17 main:574] : INFO : Epoch 1630 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 4064.27 ms
[2022-04-12 00:50:21 main:574] : INFO : Epoch 1631 | loss: 0.0311753 | val_loss: 0.0311766 | Time: 3937.71 ms
[2022-04-12 00:50:25 main:574] : INFO : Epoch 1632 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 4044.83 ms
[2022-04-12 00:50:29 main:574] : INFO : Epoch 1633 | loss: 0.031178 | val_loss: 0.0311851 | Time: 3749.21 ms
[2022-04-12 00:50:34 main:574] : INFO : Epoch 1634 | loss: 0.0311789 | val_loss: 0.0311789 | Time: 4116.66 ms
[2022-04-12 00:50:38 main:574] : INFO : Epoch 1635 | loss: 0.0311767 | val_loss: 0.0311755 | Time: 4220.51 ms
[2022-04-12 00:50:42 main:574] : INFO : Epoch 1636 | loss: 0.0311755 | val_loss: 0.0311749 | Time: 3814.87 ms
[2022-04-12 00:50:46 main:574] : INFO : Epoch 1637 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 3834.54 ms
[2022-04-12 00:50:50 main:574] : INFO : Epoch 1638 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 3950 ms
[2022-04-12 00:50:54 main:574] : INFO : Epoch 1639 | loss: 0.031175 | val_loss: 0.0311744 | Time: 3969.04 ms
[2022-04-12 00:50:58 main:574] : INFO : Epoch 1640 | loss: 0.0311741 | val_loss: 0.0311743 | Time: 3975.26 ms
[2022-04-12 00:51:02 main:574] : INFO : Epoch 1641 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 3808.98 ms
[2022-04-12 00:51:06 main:574] : INFO : Epoch 1642 | loss: 0.0311753 | val_loss: 0.0311776 | Time: 3771.28 ms
[2022-04-12 00:51:10 main:574] : INFO : Epoch 1643 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 4210.3 ms
[2022-04-12 00:51:14 main:574] : INFO : Epoch 1644 | loss: 0.0311738 | val_loss: 0.0311774 | Time: 4013.44 ms
[2022-04-12 00:51:18 main:574] : INFO : Epoch 1645 | loss: 0.0311744 | val_loss: 0.0311797 | Time: 3753.09 ms
[2022-04-12 00:51:22 main:574] : INFO : Epoch 1646 | loss: 0.0311768 | val_loss: 0.031172 | Time: 3962.09 ms
[2022-04-12 00:51:26 main:574] : INFO : Epoch 1647 | loss: 0.0311734 | val_loss: 0.0311744 | Time: 3804.72 ms
[2022-04-12 00:51:30 main:574] : INFO : Epoch 1648 | loss: 0.0311738 | val_loss: 0.0311718 | Time: 4154.06 ms
[2022-04-12 00:51:34 main:574] : INFO : Epoch 1649 | loss: 0.0311722 | val_loss: 0.0311726 | Time: 4051.89 ms
[2022-04-12 00:51:39 main:574] : INFO : Epoch 1650 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 3933.7 ms
[2022-04-12 00:51:43 main:574] : INFO : Epoch 1651 | loss: 0.0311728 | val_loss: 0.0311716 | Time: 3881.84 ms
[2022-04-12 00:51:47 main:574] : INFO : Epoch 1652 | loss: 0.0311725 | val_loss: 0.0311754 | Time: 3850.8 ms
[2022-04-12 00:51:50 main:574] : INFO : Epoch 1653 | loss: 0.0311725 | val_loss: 0.031172 | Time: 3761.05 ms
[2022-04-12 00:51:55 main:574] : INFO : Epoch 1654 | loss: 0.0311723 | val_loss: 0.031172 | Time: 4257.14 ms
[2022-04-12 00:51:59 main:574] : INFO : Epoch 1655 | loss: 0.0311742 | val_loss: 0.0311719 | Time: 3799 ms
[2022-04-12 00:52:03 main:574] : INFO : Epoch 1656 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 3874.49 ms
[2022-04-12 00:52:07 main:574] : INFO : Epoch 1657 | loss: 0.0311715 | val_loss: 0.0311727 | Time: 4095.29 ms
[2022-04-12 00:52:11 main:574] : INFO : Epoch 1658 | loss: 0.0311719 | val_loss: 0.0311727 | Time: 3980.45 ms
[2022-04-12 00:52:15 main:574] : INFO : Epoch 1659 | loss: 0.0311741 | val_loss: 0.031172 | Time: 4054.94 ms
[2022-04-12 00:52:19 main:574] : INFO : Epoch 1660 | loss: 0.0311748 | val_loss: 0.0311744 | Time: 3779.81 ms
[2022-04-12 00:52:23 main:574] : INFO : Epoch 1661 | loss: 0.0311757 | val_loss: 0.0311748 | Time: 3758.36 ms
[2022-04-12 00:52:27 main:574] : INFO : Epoch 1662 | loss: 0.0311798 | val_loss: 0.0311768 | Time: 4225.4 ms
[2022-04-12 00:52:31 main:574] : INFO : Epoch 1663 | loss: 0.0311794 | val_loss: 0.0311784 | Time: 3942.6 ms
[2022-04-12 00:52:36 main:574] : INFO : Epoch 1664 | loss: 0.0311791 | val_loss: 0.0311772 | Time: 4149.62 ms
[2022-04-12 00:52:40 main:574] : INFO : Epoch 1665 | loss: 0.0311782 | val_loss: 0.0311782 | Time: 3721.83 ms
[2022-04-12 00:52:44 main:574] : INFO : Epoch 1666 | loss: 0.0311781 | val_loss: 0.0311751 | Time: 4028.75 ms
[2022-04-12 00:52:48 main:574] : INFO : Epoch 1667 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 4093.77 ms
[2022-04-12 00:52:52 main:574] : INFO : Epoch 1668 | loss: 0.0311763 | val_loss: 0.0311746 | Time: 3833.73 ms
[2022-04-12 00:52:56 main:574] : INFO : Epoch 1669 | loss: 0.0311773 | val_loss: 0.0311759 | Time: 3777.84 ms
[2022-04-12 00:53:00 main:574] : INFO : Epoch 1670 | loss: 0.0311784 | val_loss: 0.0311755 | Time: 4000.97 ms
[2022-04-12 00:53:04 main:574] : INFO : Epoch 1671 | loss: 0.0311754 | val_loss: 0.0311726 | Time: 3888.45 ms
[2022-04-12 00:53:08 main:574] : INFO : Epoch 1672 | loss: 0.0311741 | val_loss: 0.0311752 | Time: 4185.88 ms
[2022-04-12 00:53:12 main:574] : INFO : Epoch 1673 | loss: 0.0311743 | val_loss: 0.0311732 | Time: 3868.12 ms
[2022-04-12 00:53:16 main:574] : INFO : Epoch 1674 | loss: 0.0311755 | val_loss: 0.0311721 | Time: 3724.9 ms
[2022-04-12 00:53:20 main:574] : INFO : Epoch 1675 | loss: 0.0311743 | val_loss: 0.0311716 | Time: 3950.73 ms
[2022-04-12 00:53:24 main:574] : INFO : Epoch 1676 | loss: 0.0311746 | val_loss: 0.0311735 | Time: 3835.43 ms
[2022-04-12 00:53:28 main:574] : INFO : Epoch 1677 | loss: 0.0311732 | val_loss: 0.0311715 | Time: 3892.98 ms
[2022-04-12 00:53:32 main:574] : INFO : Epoch 1678 | loss: 0.0311738 | val_loss: 0.0311727 | Time: 3850.02 ms
[2022-04-12 00:53:36 main:574] : INFO : Epoch 1679 | loss: 0.0311771 | val_loss: 0.0311741 | Time: 3772.64 ms
[2022-04-12 00:53:40 main:574] : INFO : Epoch 1680 | loss: 0.0311748 | val_loss: 0.0311715 | Time: 3783.93 ms
[2022-04-12 00:53:44 main:574] : INFO : Epoch 1681 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 3863.74 ms
[2022-04-12 00:53:48 main:574] : INFO : Epoch 1682 | loss: 0.0311757 | val_loss: 0.0311724 | Time: 3938.71 ms
[2022-04-12 00:53:52 main:574] : INFO : Epoch 1683 | loss: 0.0311734 | val_loss: 0.0311715 | Time: 4101.44 ms
[2022-04-12 00:53:56 main:574] : INFO : Epoch 1684 | loss: 0.0311725 | val_loss: 0.0311723 | Time: 3801.99 ms
[2022-04-12 00:54:00 main:574] : INFO : Epoch 1685 | loss: 0.0311738 | val_loss: 0.0311711 | Time: 3773.5 ms
[2022-04-12 00:54:04 main:574] : INFO : Epoch 1686 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 4262.21 ms
[2022-04-12 00:54:08 main:574] : INFO : Epoch 1687 | loss: 0.0311751 | val_loss: 0.0311746 | Time: 3739.3 ms
[2022-04-12 00:54:12 main:574] : INFO : Epoch 1688 | loss: 0.0311748 | val_loss: 0.0311741 | Time: 3924.28 ms
[2022-04-12 00:54:16 main:574] : INFO : Epoch 1689 | loss: 0.0311762 | val_loss: 0.0311772 | Time: 3750.2 ms
[2022-04-12 00:54:20 main:574] : INFO : Epoch 1690 | loss: 0.0311795 | val_loss: 0.0311822 | Time: 3795.23 ms
[2022-04-12 00:54:24 main:574] : INFO : Epoch 1691 | loss: 0.0311816 | val_loss: 0.0311783 | Time: 4125.66 ms
[2022-04-12 00:54:28 main:574] : INFO : Epoch 1692 | loss: 0.031179 | val_loss: 0.0311773 | Time: 3886.3 ms
[2022-04-12 00:54:32 main:574] : INFO : Epoch 1693 | loss: 0.0311821 | val_loss: 0.0311794 | Time: 3874.11 ms
[2022-04-12 00:54:36 main:574] : INFO : Epoch 1694 | loss: 0.0311803 | val_loss: 0.0311752 | Time: 3902.14 ms
[2022-04-12 00:54:40 main:574] : INFO : Epoch 1695 | loss: 0.0311808 | val_loss: 0.0311762 | Time: 3690.2 ms
[2022-04-12 00:54:44 main:574] : INFO : Epoch 1696 | loss: 0.0311786 | val_loss: 0.0311766 | Time: 3822.13 ms
[2022-04-12 00:54:48 main:574] : INFO : Epoch 1697 | loss: 0.0311809 | val_loss: 0.0311768 | Time: 3984.94 ms
[2022-04-12 00:54:52 main:574] : INFO : Epoch 1698 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 3802.58 ms
[2022-04-12 00:54:56 main:574] : INFO : Epoch 1699 | loss: 0.0311771 | val_loss: 0.0311742 | Time: 4001.54 ms
[2022-04-12 00:55:00 main:574] : INFO : Epoch 1700 | loss: 0.0311772 | val_loss: 0.0311757 | Time: 3687.99 ms
[2022-04-12 00:55:04 main:574] : INFO : Epoch 1701 | loss: 0.0311777 | val_loss: 0.0311756 | Time: 4031.54 ms
[2022-04-12 00:55:08 main:574] : INFO : Epoch 1702 | loss: 0.0311778 | val_loss: 0.0311776 | Time: 4112.38 ms
[2022-04-12 00:55:13 main:574] : INFO : Epoch 1703 | loss: 0.0311783 | val_loss: 0.0311763 | Time: 3912.37 ms
[2022-04-12 00:55:16 main:574] : INFO : Epoch 1704 | loss: 0.0311778 | val_loss: 0.0311757 | Time: 3737.2 ms
[2022-04-12 00:55:20 main:574] : INFO : Epoch 1705 | loss: 0.0311762 | val_loss: 0.0311751 | Time: 3845.09 ms
[2022-04-12 00:55:24 main:574] : INFO : Epoch 1706 | loss: 0.0311765 | val_loss: 0.031176 | Time: 3879.28 ms
[2022-04-12 00:55:28 main:574] : INFO : Epoch 1707 | loss: 0.0311772 | val_loss: 0.0311763 | Time: 3868.8 ms
[2022-04-12 00:55:32 main:574] : INFO : Epoch 1708 | loss: 0.0311774 | val_loss: 0.031176 | Time: 4098.49 ms
[2022-04-12 00:55:36 main:574] : INFO : Epoch 1709 | loss: 0.0311781 | val_loss: 0.0311787 | Time: 3776.44 ms
[2022-04-12 00:55:40 main:574] : INFO : Epoch 1710 | loss: 0.031179 | val_loss: 0.031177 | Time: 3920.9 ms
[2022-04-12 00:55:45 main:574] : INFO : Epoch 1711 | loss: 0.0311788 | val_loss: 0.0311788 | Time: 4015.97 ms
[2022-04-12 00:55:48 main:574] : INFO : Epoch 1712 | loss: 0.0311799 | val_loss: 0.0311756 | Time: 3681.9 ms
[2022-04-12 00:55:53 main:574] : INFO : Epoch 1713 | loss: 0.0311804 | val_loss: 0.0311762 | Time: 4374.46 ms
[2022-04-12 00:55:57 main:574] : INFO : Epoch 1714 | loss: 0.0311791 | val_loss: 0.0311759 | Time: 3655.42 ms
[2022-04-12 00:56:00 main:574] : INFO : Epoch 1715 | loss: 0.0311785 | val_loss: 0.0311764 | Time: 3774.4 ms
[2022-04-12 00:56:05 main:574] : INFO : Epoch 1716 | loss: 0.031178 | val_loss: 0.0311759 | Time: 4114.02 ms
[2022-04-12 00:56:09 main:574] : INFO : Epoch 1717 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 3895.57 ms
[2022-04-12 00:56:13 main:574] : INFO : Epoch 1718 | loss: 0.031179 | val_loss: 0.0311764 | Time: 4303.79 ms
[2022-04-12 00:56:18 main:574] : INFO : Epoch 1719 | loss: 0.0311782 | val_loss: 0.0311768 | Time: 4492.09 ms
[2022-04-12 00:56:22 main:574] : INFO : Epoch 1720 | loss: 0.0311777 | val_loss: 0.0311751 | Time: 4495.71 ms
[2022-04-12 00:56:27 main:574] : INFO : Epoch 1721 | loss: 0.0311775 | val_loss: 0.0311754 | Time: 4540.24 ms
[2022-04-12 00:56:31 main:574] : INFO : Epoch 1722 | loss: 0.031177 | val_loss: 0.0311754 | Time: 3886.94 ms
[2022-04-12 00:56:35 main:574] : INFO : Epoch 1723 | loss: 0.0311784 | val_loss: 0.0311759 | Time: 4114.95 ms
[2022-04-12 00:56:39 main:574] : INFO : Epoch 1724 | loss: 0.0311771 | val_loss: 0.0311764 | Time: 3936.31 ms
[2022-04-12 00:56:43 main:574] : INFO : Epoch 1725 | loss: 0.0311773 | val_loss: 0.0311776 | Time: 3883.87 ms
[2022-04-12 00:56:47 main:574] : INFO : Epoch 1726 | loss: 0.0311784 | val_loss: 0.0311754 | Time: 4022.48 ms
[2022-04-12 00:56:51 main:574] : INFO : Epoch 1727 | loss: 0.03118 | val_loss: 0.0311765 | Time: 3844.26 ms
[2022-04-12 00:56:56 main:574] : INFO : Epoch 1728 | loss: 0.0311795 | val_loss: 0.0311793 | Time: 4120.9 ms
[2022-04-12 00:57:01 main:574] : INFO : Epoch 1729 | loss: 0.0311788 | val_loss: 0.0311762 | Time: 4748.06 ms
[2022-04-12 00:57:05 main:574] : INFO : Epoch 1730 | loss: 0.0311826 | val_loss: 0.0311809 | Time: 4111.65 ms
[2022-04-12 00:57:09 main:574] : INFO : Epoch 1731 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 4029.9 ms
[2022-04-12 00:57:13 main:574] : INFO : Epoch 1732 | loss: 0.0311777 | val_loss: 0.0311767 | Time: 3934.45 ms
[2022-04-12 00:57:17 main:574] : INFO : Epoch 1733 | loss: 0.0311787 | val_loss: 0.0311813 | Time: 3830.13 ms
[2022-04-12 00:57:21 main:574] : INFO : Epoch 1734 | loss: 0.0311781 | val_loss: 0.0311766 | Time: 3837.8 ms
[2022-04-12 00:57:25 main:574] : INFO : Epoch 1735 | loss: 0.0311767 | val_loss: 0.0311764 | Time: 3776.12 ms
[2022-04-12 00:57:29 main:574] : INFO : Epoch 1736 | loss: 0.0311758 | val_loss: 0.0311775 | Time: 3875.54 ms
[2022-04-12 00:57:33 main:574] : INFO : Epoch 1737 | loss: 0.0311768 | val_loss: 0.0311761 | Time: 4013.61 ms
[2022-04-12 00:57:37 main:574] : INFO : Epoch 1738 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 3856.69 ms
[2022-04-12 00:57:41 main:574] : INFO : Epoch 1739 | loss: 0.0311789 | val_loss: 0.0311761 | Time: 3795.72 ms
[2022-04-12 00:57:45 main:574] : INFO : Epoch 1740 | loss: 0.0311788 | val_loss: 0.0311777 | Time: 3661.64 ms
[2022-04-12 00:57:49 main:574] : INFO : Epoch 1741 | loss: 0.0311777 | val_loss: 0.0311795 | Time: 3987.45 ms
[2022-04-12 00:57:53 main:574] : INFO : Epoch 1742 | loss: 0.0311776 | val_loss: 0.0311758 | Time: 4017.77 ms
[2022-04-12 00:57:57 main:574] : INFO : Epoch 1743 | loss: 0.0311773 | val_loss: 0.0311755 | Time: 3898.9 ms
[2022-04-12 00:58:01 main:574] : INFO : Epoch 1744 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 3717.21 ms
[2022-04-12 00:58:05 main:574] : INFO : Epoch 1745 | loss: 0.0311808 | val_loss: 0.031179 | Time: 3987.3 ms
[2022-04-12 00:58:09 main:574] : INFO : Epoch 1746 | loss: 0.0311778 | val_loss: 0.0311763 | Time: 3872.05 ms
[2022-04-12 00:58:13 main:574] : INFO : Epoch 1747 | loss: 0.0311763 | val_loss: 0.0311768 | Time: 3851.87 ms
[2022-04-12 00:58:17 main:574] : INFO : Epoch 1748 | loss: 0.0311778 | val_loss: 0.0311771 | Time: 3973.91 ms
[2022-04-12 00:58:21 main:574] : INFO : Epoch 1749 | loss: 0.0311757 | val_loss: 0.0311753 | Time: 3870.35 ms
[2022-04-12 00:58:25 main:574] : INFO : Epoch 1750 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 3904.29 ms
[2022-04-12 00:58:29 main:574] : INFO : Epoch 1751 | loss: 0.0311785 | val_loss: 0.0311795 | Time: 3846.52 ms
[2022-04-12 00:58:33 main:574] : INFO : Epoch 1752 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 3952.55 ms
[2022-04-12 00:58:37 main:574] : INFO : Epoch 1753 | loss: 0.0311776 | val_loss: 0.031176 | Time: 4181.58 ms
[2022-04-12 00:58:41 main:574] : INFO : Epoch 1754 | loss: 0.0311766 | val_loss: 0.031176 | Time: 3778.41 ms
[2022-04-12 00:58:45 main:574] : INFO : Epoch 1755 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 3758.21 ms
[2022-04-12 00:58:49 main:574] : INFO : Epoch 1756 | loss: 0.0311771 | val_loss: 0.0311757 | Time: 4107.93 ms
[2022-04-12 00:58:53 main:574] : INFO : Epoch 1757 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 3898.82 ms
[2022-04-12 00:58:57 main:574] : INFO : Epoch 1758 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 4131.1 ms
[2022-04-12 00:59:01 main:574] : INFO : Epoch 1759 | loss: 0.0311758 | val_loss: 0.0311784 | Time: 3922.4 ms
[2022-04-12 00:59:06 main:574] : INFO : Epoch 1760 | loss: 0.0311758 | val_loss: 0.0311759 | Time: 4006.22 ms
[2022-04-12 00:59:10 main:574] : INFO : Epoch 1761 | loss: 0.0311764 | val_loss: 0.031177 | Time: 4209.29 ms
[2022-04-12 00:59:14 main:574] : INFO : Epoch 1762 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 3805.98 ms
[2022-04-12 00:59:18 main:574] : INFO : Epoch 1763 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 3838.78 ms
[2022-04-12 00:59:22 main:574] : INFO : Epoch 1764 | loss: 0.0311767 | val_loss: 0.0311777 | Time: 4296.19 ms
[2022-04-12 00:59:26 main:574] : INFO : Epoch 1765 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 3956.53 ms
[2022-04-12 00:59:31 main:574] : INFO : Epoch 1766 | loss: 0.0311776 | val_loss: 0.0311764 | Time: 4169.07 ms
[2022-04-12 00:59:35 main:574] : INFO : Epoch 1767 | loss: 0.0311753 | val_loss: 0.0311758 | Time: 3766.22 ms
[2022-04-12 00:59:38 main:574] : INFO : Epoch 1768 | loss: 0.0311751 | val_loss: 0.0311759 | Time: 3791 ms
[2022-04-12 00:59:43 main:574] : INFO : Epoch 1769 | loss: 0.031175 | val_loss: 0.0311766 | Time: 4262.56 ms
[2022-04-12 00:59:47 main:574] : INFO : Epoch 1770 | loss: 0.0311762 | val_loss: 0.0311766 | Time: 3819.57 ms
[2022-04-12 00:59:51 main:574] : INFO : Epoch 1771 | loss: 0.0311762 | val_loss: 0.0311772 | Time: 4101.58 ms
[2022-04-12 00:59:56 main:574] : INFO : Epoch 1772 | loss: 0.0311757 | val_loss: 0.0311748 | Time: 4326.27 ms
[2022-04-12 01:00:00 main:574] : INFO : Epoch 1773 | loss: 0.0311753 | val_loss: 0.0311752 | Time: 4345.08 ms
[2022-04-12 01:00:04 main:574] : INFO : Epoch 1774 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 4270.5 ms
[2022-04-12 01:00:09 main:574] : INFO : Epoch 1775 | loss: 0.0311746 | val_loss: 0.0311764 | Time: 4812.91 ms
[2022-04-12 01:00:15 main:574] : INFO : Epoch 1776 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 5102.5 ms
[2022-04-12 01:00:20 main:574] : INFO : Epoch 1777 | loss: 0.0311764 | val_loss: 0.031181 | Time: 5574.45 ms
[2022-04-12 01:00:25 main:574] : INFO : Epoch 1778 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 4367.57 ms
[2022-04-12 01:00:29 main:574] : INFO : Epoch 1779 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 3993.81 ms
[2022-04-12 01:00:33 main:574] : INFO : Epoch 1780 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 4230.73 ms
[2022-04-12 01:00:37 main:574] : INFO : Epoch 1781 | loss: 0.0311758 | val_loss: 0.0311779 | Time: 4002.13 ms
[2022-04-12 01:00:42 main:574] : INFO : Epoch 1782 | loss: 0.0311754 | val_loss: 0.0311765 | Time: 3919.98 ms
[2022-04-12 01:00:46 main:574] : INFO : Epoch 1783 | loss: 0.0311765 | val_loss: 0.0311756 | Time: 3984.32 ms
[2022-04-12 01:00:50 main:574] : INFO : Epoch 1784 | loss: 0.0311753 | val_loss: 0.0311776 | Time: 3866.36 ms
[2022-04-12 01:00:54 main:574] : INFO : Epoch 1785 | loss: 0.0311743 | val_loss: 0.0311781 | Time: 4140.09 ms
[2022-04-12 01:00:58 main:574] : INFO : Epoch 1786 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 3971.04 ms
[2022-04-12 01:01:02 main:574] : INFO : Epoch 1787 | loss: 0.031174 | val_loss: 0.0311766 | Time: 3780.78 ms
[2022-04-12 01:01:06 main:574] : INFO : Epoch 1788 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 3989.03 ms
[2022-04-12 01:01:10 main:574] : INFO : Epoch 1789 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 3728.63 ms
[2022-04-12 01:01:14 main:574] : INFO : Epoch 1790 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 4006.1 ms
[2022-04-12 01:01:18 main:574] : INFO : Epoch 1791 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 3740.93 ms
[2022-04-12 01:01:22 main:574] : INFO : Epoch 1792 | loss: 0.0311757 | val_loss: 0.0311796 | Time: 3667.85 ms
[2022-04-12 01:01:26 main:574] : INFO : Epoch 1793 | loss: 0.0311768 | val_loss: 0.0311834 | Time: 4092.5 ms
[2022-04-12 01:01:30 main:574] : INFO : Epoch 1794 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 3821.48 ms
[2022-04-12 01:01:34 main:574] : INFO : Epoch 1795 | loss: 0.0311786 | val_loss: 0.0311821 | Time: 4109.64 ms
[2022-04-12 01:01:38 main:574] : INFO : Epoch 1796 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 3934.78 ms
[2022-04-12 01:01:42 main:574] : INFO : Epoch 1797 | loss: 0.031178 | val_loss: 0.0311804 | Time: 3630.1 ms
[2022-04-12 01:01:46 main:574] : INFO : Epoch 1798 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 3879.18 ms
[2022-04-12 01:01:50 main:574] : INFO : Epoch 1799 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 4075.56 ms
[2022-04-12 01:01:54 main:574] : INFO : Epoch 1800 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 3993.32 ms
[2022-04-12 01:01:58 main:574] : INFO : Epoch 1801 | loss: 0.0311767 | val_loss: 0.0311783 | Time: 3977.45 ms
[2022-04-12 01:02:02 main:574] : INFO : Epoch 1802 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 3680.89 ms
[2022-04-12 01:02:06 main:574] : INFO : Epoch 1803 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 3784.4 ms
[2022-04-12 01:02:10 main:574] : INFO : Epoch 1804 | loss: 0.0311766 | val_loss: 0.0311865 | Time: 4164.4 ms
[2022-04-12 01:02:14 main:574] : INFO : Epoch 1805 | loss: 0.0311794 | val_loss: 0.0311905 | Time: 4104.16 ms
[2022-04-12 01:02:18 main:574] : INFO : Epoch 1806 | loss: 0.0311792 | val_loss: 0.0311771 | Time: 3813.34 ms
[2022-04-12 01:02:22 main:574] : INFO : Epoch 1807 | loss: 0.0311775 | val_loss: 0.031181 | Time: 3763.83 ms
[2022-04-12 01:02:26 main:574] : INFO : Epoch 1808 | loss: 0.0311761 | val_loss: 0.0311763 | Time: 3842.47 ms
[2022-04-12 01:02:31 main:574] : INFO : Epoch 1809 | loss: 0.0311774 | val_loss: 0.0311763 | Time: 4516.79 ms
[2022-04-12 01:02:35 main:574] : INFO : Epoch 1810 | loss: 0.0311768 | val_loss: 0.0311772 | Time: 3856.07 ms
[2022-04-12 01:02:39 main:574] : INFO : Epoch 1811 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 3837.21 ms
[2022-04-12 01:02:43 main:574] : INFO : Epoch 1812 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 3966.05 ms
[2022-04-12 01:02:47 main:574] : INFO : Epoch 1813 | loss: 0.0311796 | val_loss: 0.0311797 | Time: 4046.77 ms
[2022-04-12 01:02:52 main:574] : INFO : Epoch 1814 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 4321.45 ms
[2022-04-12 01:02:57 main:574] : INFO : Epoch 1815 | loss: 0.0311799 | val_loss: 0.0311768 | Time: 4846.21 ms
[2022-04-12 01:03:01 main:574] : INFO : Epoch 1816 | loss: 0.0311756 | val_loss: 0.0311782 | Time: 4241.24 ms
[2022-04-12 01:03:05 main:574] : INFO : Epoch 1817 | loss: 0.0311758 | val_loss: 0.0311776 | Time: 4184.49 ms
[2022-04-12 01:03:09 main:574] : INFO : Epoch 1818 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 3782.01 ms
[2022-04-12 01:03:13 main:574] : INFO : Epoch 1819 | loss: 0.0311754 | val_loss: 0.0311777 | Time: 3885.71 ms
[2022-04-12 01:03:17 main:574] : INFO : Epoch 1820 | loss: 0.0311762 | val_loss: 0.0311799 | Time: 4166.93 ms
[2022-04-12 01:03:21 main:574] : INFO : Epoch 1821 | loss: 0.03118 | val_loss: 0.0311804 | Time: 3776.91 ms
[2022-04-12 01:03:25 main:574] : INFO : Epoch 1822 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 3943.79 ms
[2022-04-12 01:03:30 main:574] : INFO : Epoch 1823 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 4452.2 ms
[2022-04-12 01:03:34 main:574] : INFO : Epoch 1824 | loss: 0.0311786 | val_loss: 0.031185 | Time: 3941.47 ms
[2022-04-12 01:03:38 main:574] : INFO : Epoch 1825 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 4184.64 ms
[2022-04-12 01:03:42 main:574] : INFO : Epoch 1826 | loss: 0.0311778 | val_loss: 0.0311782 | Time: 3596.99 ms
[2022-04-12 01:03:46 main:574] : INFO : Epoch 1827 | loss: 0.0311767 | val_loss: 0.03118 | Time: 3697.33 ms
[2022-04-12 01:03:50 main:574] : INFO : Epoch 1828 | loss: 0.0311778 | val_loss: 0.0311778 | Time: 4010.3 ms
[2022-04-12 01:03:54 main:574] : INFO : Epoch 1829 | loss: 0.0311763 | val_loss: 0.031178 | Time: 3761.77 ms
[2022-04-12 01:03:58 main:574] : INFO : Epoch 1830 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 4067.57 ms
[2022-04-12 01:04:02 main:574] : INFO : Epoch 1831 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 3784.86 ms
[2022-04-12 01:04:06 main:574] : INFO : Epoch 1832 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 3695.71 ms
[2022-04-12 01:04:10 main:574] : INFO : Epoch 1833 | loss: 0.0311761 | val_loss: 0.0311767 | Time: 4047.99 ms
[2022-04-12 01:04:14 main:574] : INFO : Epoch 1834 | loss: 0.0311788 | val_loss: 0.0311931 | Time: 3968.79 ms
[2022-04-12 01:04:18 main:574] : INFO : Epoch 1835 | loss: 0.0311808 | val_loss: 0.0311787 | Time: 4091.12 ms
[2022-04-12 01:04:22 main:574] : INFO : Epoch 1836 | loss: 0.0311771 | val_loss: 0.0311838 | Time: 3836.63 ms
[2022-04-12 01:04:26 main:574] : INFO : Epoch 1837 | loss: 0.0311778 | val_loss: 0.0311766 | Time: 3672.56 ms
[2022-04-12 01:04:30 main:574] : INFO : Epoch 1838 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 3891.18 ms
[2022-04-12 01:04:34 main:574] : INFO : Epoch 1839 | loss: 0.0311749 | val_loss: 0.0311757 | Time: 3960.65 ms
[2022-04-12 01:04:38 main:574] : INFO : Epoch 1840 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 3760.32 ms
[2022-04-12 01:04:42 main:574] : INFO : Epoch 1841 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 3951.34 ms
[2022-04-12 01:04:46 main:574] : INFO : Epoch 1842 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 3664.5 ms
[2022-04-12 01:04:50 main:574] : INFO : Epoch 1843 | loss: 0.0311791 | val_loss: 0.0311791 | Time: 3688.36 ms
[2022-04-12 01:04:54 main:574] : INFO : Epoch 1844 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 4197.29 ms
[2022-04-12 01:04:58 main:574] : INFO : Epoch 1845 | loss: 0.0311762 | val_loss: 0.0311761 | Time: 3932.28 ms
[2022-04-12 01:05:02 main:574] : INFO : Epoch 1846 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 3933.02 ms
[2022-04-12 01:05:06 main:574] : INFO : Epoch 1847 | loss: 0.0311789 | val_loss: 0.031178 | Time: 3890.55 ms
[2022-04-12 01:05:10 main:574] : INFO : Epoch 1848 | loss: 0.0311776 | val_loss: 0.031177 | Time: 3700.99 ms
[2022-04-12 01:05:14 main:574] : INFO : Epoch 1849 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 3954.68 ms
[2022-04-12 01:05:18 main:574] : INFO : Epoch 1850 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 4129.61 ms
[2022-04-12 01:05:22 main:574] : INFO : Epoch 1851 | loss: 0.0311795 | val_loss: 0.0311798 | Time: 4131.97 ms
[2022-04-12 01:05:26 main:574] : INFO : Epoch 1852 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 3848.37 ms
[2022-04-12 01:05:30 main:574] : INFO : Epoch 1853 | loss: 0.0311807 | val_loss: 0.0311866 | Time: 3737.96 ms
[2022-04-12 01:05:34 main:574] : INFO : Epoch 1854 | loss: 0.0311828 | val_loss: 0.0311811 | Time: 4013.09 ms
[2022-04-12 01:05:38 main:574] : INFO : Epoch 1855 | loss: 0.0311794 | val_loss: 0.0311957 | Time: 3912.97 ms
[2022-04-12 01:05:42 main:574] : INFO : Epoch 1856 | loss: 0.0311835 | val_loss: 0.0311836 | Time: 3895.33 ms
[2022-04-12 01:05:46 main:574] : INFO : Epoch 1857 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 3939.07 ms
[2022-04-12 01:05:50 main:574] : INFO : Epoch 1858 | loss: 0.0311781 | val_loss: 0.0311869 | Time: 3768.86 ms
[2022-04-12 01:05:54 main:574] : INFO : Epoch 1859 | loss: 0.031178 | val_loss: 0.0311816 | Time: 3832.94 ms
[2022-04-12 01:05:59 main:574] : INFO : Epoch 1860 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 4133.09 ms
[2022-04-12 01:06:03 main:574] : INFO : Epoch 1861 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 3942.94 ms
[2022-04-12 01:06:07 main:574] : INFO : Epoch 1862 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 3836.67 ms
[2022-04-12 01:06:11 main:574] : INFO : Epoch 1863 | loss: 0.0311774 | val_loss: 0.031183 | Time: 4005.89 ms
[2022-04-12 01:06:15 main:574] : INFO : Epoch 1864 | loss: 0.0311788 | val_loss: 0.0311797 | Time: 3905.46 ms
[2022-04-12 01:06:19 main:574] : INFO : Epoch 1865 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 4042.73 ms
[2022-04-12 01:06:23 main:574] : INFO : Epoch 1866 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 3910.68 ms
[2022-04-12 01:06:27 main:574] : INFO : Epoch 1867 | loss: 0.0311769 | val_loss: 0.0311836 | Time: 3825.72 ms
[2022-04-12 01:06:31 main:574] : INFO : Epoch 1868 | loss: 0.031177 | val_loss: 0.0311781 | Time: 4169.7 ms
[2022-04-12 01:06:35 main:574] : INFO : Epoch 1869 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 4087.71 ms
[2022-04-12 01:06:39 main:574] : INFO : Epoch 1870 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 3796.78 ms
[2022-04-12 01:06:43 main:574] : INFO : Epoch 1871 | loss: 0.0311755 | val_loss: 0.0311822 | Time: 3899.21 ms
[2022-04-12 01:06:47 main:574] : INFO : Epoch 1872 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 3909.04 ms
[2022-04-12 01:06:51 main:574] : INFO : Epoch 1873 | loss: 0.0311759 | val_loss: 0.03118 | Time: 4041.04 ms
[2022-04-12 01:06:56 main:574] : INFO : Epoch 1874 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 4194.72 ms
[2022-04-12 01:07:00 main:574] : INFO : Epoch 1875 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 4200.94 ms
[2022-04-12 01:07:04 main:574] : INFO : Epoch 1876 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 4077.63 ms
[2022-04-12 01:07:08 main:574] : INFO : Epoch 1877 | loss: 0.0311787 | val_loss: 0.031182 | Time: 3790.74 ms
[2022-04-12 01:07:12 main:574] : INFO : Epoch 1878 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 3974.93 ms
[2022-04-12 01:07:16 main:574] : INFO : Epoch 1879 | loss: 0.03118 | val_loss: 0.0311795 | Time: 4080.74 ms
[2022-04-12 01:07:20 main:574] : INFO : Epoch 1880 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 3638.91 ms
[2022-04-12 01:07:25 main:574] : INFO : Epoch 1881 | loss: 0.0311767 | val_loss: 0.0311779 | Time: 4133.8 ms
[2022-04-12 01:07:29 main:574] : INFO : Epoch 1882 | loss: 0.0311738 | val_loss: 0.0311781 | Time: 4019.29 ms
[2022-04-12 01:07:33 main:574] : INFO : Epoch 1883 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 3850.27 ms
[2022-04-12 01:07:37 main:574] : INFO : Epoch 1884 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 3952.68 ms
[2022-04-12 01:07:41 main:574] : INFO : Epoch 1885 | loss: 0.031174 | val_loss: 0.0311774 | Time: 3669.81 ms
[2022-04-12 01:07:45 main:574] : INFO : Epoch 1886 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 4099.9 ms
[2022-04-12 01:07:49 main:574] : INFO : Epoch 1887 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 4119.47 ms
[2022-04-12 01:07:53 main:574] : INFO : Epoch 1888 | loss: 0.0311743 | val_loss: 0.031178 | Time: 3687.7 ms
[2022-04-12 01:07:57 main:574] : INFO : Epoch 1889 | loss: 0.0311755 | val_loss: 0.031181 | Time: 3895.81 ms
[2022-04-12 01:08:01 main:574] : INFO : Epoch 1890 | loss: 0.0311763 | val_loss: 0.0311812 | Time: 3836.42 ms
[2022-04-12 01:08:05 main:574] : INFO : Epoch 1891 | loss: 0.031175 | val_loss: 0.0311774 | Time: 3928.27 ms
[2022-04-12 01:08:09 main:574] : INFO : Epoch 1892 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 4173.66 ms
[2022-04-12 01:08:13 main:574] : INFO : Epoch 1893 | loss: 0.031177 | val_loss: 0.0311848 | Time: 3864.03 ms
[2022-04-12 01:08:17 main:574] : INFO : Epoch 1894 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 3795.67 ms
[2022-04-12 01:08:21 main:574] : INFO : Epoch 1895 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 4024.58 ms
[2022-04-12 01:08:25 main:574] : INFO : Epoch 1896 | loss: 0.031173 | val_loss: 0.0311769 | Time: 3952.98 ms
[2022-04-12 01:08:29 main:574] : INFO : Epoch 1897 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 4185.92 ms
[2022-04-12 01:08:33 main:574] : INFO : Epoch 1898 | loss: 0.031173 | val_loss: 0.031181 | Time: 3642.15 ms
[2022-04-12 01:08:37 main:574] : INFO : Epoch 1899 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 3763.19 ms
[2022-04-12 01:08:41 main:574] : INFO : Epoch 1900 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 3991.27 ms
[2022-04-12 01:08:45 main:574] : INFO : Epoch 1901 | loss: 0.031173 | val_loss: 0.0311773 | Time: 4015.54 ms
[2022-04-12 01:08:49 main:574] : INFO : Epoch 1902 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 3887.44 ms
[2022-04-12 01:08:53 main:574] : INFO : Epoch 1903 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 3933.1 ms
[2022-04-12 01:08:57 main:574] : INFO : Epoch 1904 | loss: 0.0311764 | val_loss: 0.0311811 | Time: 3802.99 ms
[2022-04-12 01:09:01 main:574] : INFO : Epoch 1905 | loss: 0.031181 | val_loss: 0.0311815 | Time: 3788.62 ms
[2022-04-12 01:09:05 main:574] : INFO : Epoch 1906 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 4042.16 ms
[2022-04-12 01:09:09 main:574] : INFO : Epoch 1907 | loss: 0.0311804 | val_loss: 0.031184 | Time: 3821.82 ms
[2022-04-12 01:09:13 main:574] : INFO : Epoch 1908 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 3979.17 ms
[2022-04-12 01:09:17 main:574] : INFO : Epoch 1909 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 3680.85 ms
[2022-04-12 01:09:21 main:574] : INFO : Epoch 1910 | loss: 0.0311782 | val_loss: 0.0311854 | Time: 3789.97 ms
[2022-04-12 01:09:25 main:574] : INFO : Epoch 1911 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 3998.1 ms
[2022-04-12 01:09:29 main:574] : INFO : Epoch 1912 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 3998.29 ms
[2022-04-12 01:09:33 main:574] : INFO : Epoch 1913 | loss: 0.0311792 | val_loss: 0.031184 | Time: 3730.73 ms
[2022-04-12 01:09:37 main:574] : INFO : Epoch 1914 | loss: 0.031181 | val_loss: 0.0311795 | Time: 3934.13 ms
[2022-04-12 01:09:41 main:574] : INFO : Epoch 1915 | loss: 0.0311817 | val_loss: 0.0311794 | Time: 3855.44 ms
[2022-04-12 01:09:45 main:574] : INFO : Epoch 1916 | loss: 0.0311756 | val_loss: 0.031178 | Time: 4045.33 ms
[2022-04-12 01:09:49 main:574] : INFO : Epoch 1917 | loss: 0.0311747 | val_loss: 0.0311787 | Time: 3929.76 ms
[2022-04-12 01:09:53 main:574] : INFO : Epoch 1918 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 3943.97 ms
[2022-04-12 01:09:58 main:574] : INFO : Epoch 1919 | loss: 0.0311774 | val_loss: 0.0311828 | Time: 3918.84 ms
[2022-04-12 01:10:01 main:574] : INFO : Epoch 1920 | loss: 0.0311761 | val_loss: 0.031179 | Time: 3852.02 ms
[2022-04-12 01:10:06 main:574] : INFO : Epoch 1921 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 4052.37 ms
[2022-04-12 01:10:10 main:574] : INFO : Epoch 1922 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 4203.18 ms
[2022-04-12 01:10:14 main:574] : INFO : Epoch 1923 | loss: 0.0311744 | val_loss: 0.0311776 | Time: 3691.72 ms
[2022-04-12 01:10:18 main:574] : INFO : Epoch 1924 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 3928.08 ms
[2022-04-12 01:10:22 main:574] : INFO : Epoch 1925 | loss: 0.0311739 | val_loss: 0.0311765 | Time: 3981.02 ms
[2022-04-12 01:10:26 main:574] : INFO : Epoch 1926 | loss: 0.0311752 | val_loss: 0.0311863 | Time: 3917.05 ms
[2022-04-12 01:10:30 main:574] : INFO : Epoch 1927 | loss: 0.0311765 | val_loss: 0.0311833 | Time: 4042.14 ms
[2022-04-12 01:10:34 main:574] : INFO : Epoch 1928 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 3826.28 ms
[2022-04-12 01:10:38 main:574] : INFO : Epoch 1929 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 3805.55 ms
[2022-04-12 01:10:42 main:574] : INFO : Epoch 1930 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 4185.91 ms
[2022-04-12 01:10:47 main:574] : INFO : Epoch 1931 | loss: 0.0311745 | val_loss: 0.031178 | Time: 3949.91 ms
[2022-04-12 01:10:51 main:574] : INFO : Epoch 1932 | loss: 0.0311781 | val_loss: 0.031178 | Time: 4068.77 ms
[2022-04-12 01:10:55 main:574] : INFO : Epoch 1933 | loss: 0.0311744 | val_loss: 0.0311776 | Time: 4463.21 ms
[2022-04-12 01:10:59 main:574] : INFO : Epoch 1934 | loss: 0.031174 | val_loss: 0.0311792 | Time: 3558.24 ms
[2022-04-12 01:11:03 main:574] : INFO : Epoch 1935 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 4012.84 ms
[2022-04-12 01:11:07 main:574] : INFO : Epoch 1936 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 3502.36 ms
[2022-04-12 01:11:11 main:574] : INFO : Epoch 1937 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 3720.78 ms
[2022-04-12 01:11:14 main:574] : INFO : Epoch 1938 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 3562.36 ms
[2022-04-12 01:11:18 main:574] : INFO : Epoch 1939 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 3478.96 ms
[2022-04-12 01:11:22 main:574] : INFO : Epoch 1940 | loss: 0.0311731 | val_loss: 0.0311804 | Time: 3735.77 ms
[2022-04-12 01:11:26 main:574] : INFO : Epoch 1941 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 3723.08 ms
[2022-04-12 01:11:29 main:574] : INFO : Epoch 1942 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 3804.47 ms
[2022-04-12 01:11:34 main:574] : INFO : Epoch 1943 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 3919.13 ms
[2022-04-12 01:11:37 main:574] : INFO : Epoch 1944 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 3730.78 ms
[2022-04-12 01:11:41 main:574] : INFO : Epoch 1945 | loss: 0.0311749 | val_loss: 0.0311778 | Time: 3596.94 ms
[2022-04-12 01:11:45 main:574] : INFO : Epoch 1946 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 3637.75 ms
[2022-04-12 01:11:49 main:574] : INFO : Epoch 1947 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 3615.98 ms
[2022-04-12 01:11:53 main:574] : INFO : Epoch 1948 | loss: 0.0311761 | val_loss: 0.0311743 | Time: 3836.76 ms
[2022-04-12 01:11:56 main:574] : INFO : Epoch 1949 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 3707.43 ms
[2022-04-12 01:12:00 main:574] : INFO : Epoch 1950 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 3594.99 ms
[2022-04-12 01:12:04 main:574] : INFO : Epoch 1951 | loss: 0.0311736 | val_loss: 0.0311748 | Time: 3863.17 ms
[2022-04-12 01:12:08 main:574] : INFO : Epoch 1952 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 3570.17 ms
[2022-04-12 01:12:12 main:574] : INFO : Epoch 1953 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 3725.22 ms
[2022-04-12 01:12:15 main:574] : INFO : Epoch 1954 | loss: 0.0311764 | val_loss: 0.0311905 | Time: 3716.12 ms
[2022-04-12 01:12:19 main:574] : INFO : Epoch 1955 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 3753.64 ms
[2022-04-12 01:12:23 main:574] : INFO : Epoch 1956 | loss: 0.031178 | val_loss: 0.0311781 | Time: 3689.46 ms
[2022-04-12 01:12:27 main:574] : INFO : Epoch 1957 | loss: 0.031174 | val_loss: 0.0311763 | Time: 3653.94 ms
[2022-04-12 01:12:31 main:574] : INFO : Epoch 1958 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 3561.65 ms
[2022-04-12 01:12:34 main:574] : INFO : Epoch 1959 | loss: 0.0311754 | val_loss: 0.0311856 | Time: 3803.57 ms
[2022-04-12 01:12:38 main:574] : INFO : Epoch 1960 | loss: 0.0311758 | val_loss: 0.0311752 | Time: 3680.04 ms
[2022-04-12 01:12:42 main:574] : INFO : Epoch 1961 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 3727.65 ms
[2022-04-12 01:12:46 main:574] : INFO : Epoch 1962 | loss: 0.0311732 | val_loss: 0.0311737 | Time: 3983.35 ms
[2022-04-12 01:12:50 main:574] : INFO : Epoch 1963 | loss: 0.0311723 | val_loss: 0.0311738 | Time: 3659.75 ms
[2022-04-12 01:12:54 main:574] : INFO : Epoch 1964 | loss: 0.0311772 | val_loss: 0.031183 | Time: 3743.9 ms
[2022-04-12 01:12:58 main:574] : INFO : Epoch 1965 | loss: 0.031175 | val_loss: 0.0311762 | Time: 3694.14 ms
[2022-04-12 01:13:02 main:574] : INFO : Epoch 1966 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 3692.28 ms
[2022-04-12 01:13:05 main:574] : INFO : Epoch 1967 | loss: 0.0311753 | val_loss: 0.0311757 | Time: 3552.5 ms
[2022-04-12 01:13:09 main:574] : INFO : Epoch 1968 | loss: 0.0311754 | val_loss: 0.0311747 | Time: 3756.54 ms
[2022-04-12 01:13:13 main:574] : INFO : Epoch 1969 | loss: 0.0311769 | val_loss: 0.0311802 | Time: 3802.44 ms
[2022-04-12 01:13:17 main:574] : INFO : Epoch 1970 | loss: 0.0311725 | val_loss: 0.0311751 | Time: 3542.07 ms
[2022-04-12 01:13:20 main:574] : INFO : Epoch 1971 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 3654.91 ms
[2022-04-12 01:13:24 main:574] : INFO : Epoch 1972 | loss: 0.0311732 | val_loss: 0.031177 | Time: 3750.82 ms
[2022-04-12 01:13:28 main:574] : INFO : Epoch 1973 | loss: 0.0311742 | val_loss: 0.0311747 | Time: 3500.7 ms
[2022-04-12 01:13:32 main:574] : INFO : Epoch 1974 | loss: 0.0311737 | val_loss: 0.0311752 | Time: 3709.01 ms
[2022-04-12 01:13:36 main:574] : INFO : Epoch 1975 | loss: 0.0311768 | val_loss: 0.0311771 | Time: 3828.92 ms
[2022-04-12 01:13:39 main:574] : INFO : Epoch 1976 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 3565.52 ms
[2022-04-12 01:13:43 main:574] : INFO : Epoch 1977 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 3777.52 ms
[2022-04-12 01:13:47 main:574] : INFO : Epoch 1978 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 3708.03 ms
[2022-04-12 01:13:51 main:574] : INFO : Epoch 1979 | loss: 0.031175 | val_loss: 0.0311754 | Time: 3628.99 ms
[2022-04-12 01:13:55 main:574] : INFO : Epoch 1980 | loss: 0.031176 | val_loss: 0.0311773 | Time: 3761.89 ms
[2022-04-12 01:13:58 main:574] : INFO : Epoch 1981 | loss: 0.031174 | val_loss: 0.0311764 | Time: 3417.01 ms
[2022-04-12 01:14:02 main:574] : INFO : Epoch 1982 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 3671.77 ms
[2022-04-12 01:14:06 main:574] : INFO : Epoch 1983 | loss: 0.0311763 | val_loss: 0.0311765 | Time: 3781.55 ms
[2022-04-12 01:14:10 main:574] : INFO : Epoch 1984 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 3600.7 ms
[2022-04-12 01:14:14 main:574] : INFO : Epoch 1985 | loss: 0.0311792 | val_loss: 0.0311844 | Time: 3804.15 ms
[2022-04-12 01:14:17 main:574] : INFO : Epoch 1986 | loss: 0.0311795 | val_loss: 0.0311759 | Time: 3738.87 ms
[2022-04-12 01:14:21 main:574] : INFO : Epoch 1987 | loss: 0.0311815 | val_loss: 0.0311866 | Time: 3610.35 ms
[2022-04-12 01:14:25 main:574] : INFO : Epoch 1988 | loss: 0.0311783 | val_loss: 0.0311751 | Time: 3653.1 ms
[2022-04-12 01:14:29 main:574] : INFO : Epoch 1989 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 3503.59 ms
[2022-04-12 01:14:33 main:574] : INFO : Epoch 1990 | loss: 0.0311802 | val_loss: 0.0311869 | Time: 3814.5 ms
[2022-04-12 01:14:36 main:574] : INFO : Epoch 1991 | loss: 0.0311784 | val_loss: 0.0311781 | Time: 3679.71 ms
[2022-04-12 01:14:40 main:574] : INFO : Epoch 1992 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 3788.84 ms
[2022-04-12 01:14:44 main:574] : INFO : Epoch 1993 | loss: 0.0311772 | val_loss: 0.0311866 | Time: 3788.14 ms
[2022-04-12 01:14:48 main:574] : INFO : Epoch 1994 | loss: 0.031181 | val_loss: 0.0311871 | Time: 3488.91 ms
[2022-04-12 01:14:52 main:574] : INFO : Epoch 1995 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 3805.59 ms
[2022-04-12 01:14:55 main:574] : INFO : Epoch 1996 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 3468.69 ms
[2022-04-12 01:14:59 main:574] : INFO : Epoch 1997 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 3538.94 ms
[2022-04-12 01:15:03 main:574] : INFO : Epoch 1998 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 3873.28 ms
[2022-04-12 01:15:07 main:574] : INFO : Epoch 1999 | loss: 0.0311762 | val_loss: 0.0311782 | Time: 4094.45 ms
[2022-04-12 01:15:11 main:574] : INFO : Epoch 2000 | loss: 0.0311791 | val_loss: 0.0311858 | Time: 4052.19 ms
[2022-04-12 01:15:16 main:574] : INFO : Epoch 2001 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 4129.61 ms
[2022-04-12 01:15:20 main:574] : INFO : Epoch 2002 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 3753.08 ms
[2022-04-12 01:15:24 main:574] : INFO : Epoch 2003 | loss: 0.0311765 | val_loss: 0.0311778 | Time: 4063.6 ms
[2022-04-12 01:15:27 main:574] : INFO : Epoch 2004 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 3476.17 ms
[2022-04-12 01:15:31 main:574] : INFO : Epoch 2005 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 3606.09 ms
[2022-04-12 01:15:35 main:574] : INFO : Epoch 2006 | loss: 0.0311811 | val_loss: 0.0311837 | Time: 3914.92 ms
[2022-04-12 01:15:39 main:574] : INFO : Epoch 2007 | loss: 0.0311835 | val_loss: 0.0311892 | Time: 3545.01 ms
[2022-04-12 01:15:43 main:574] : INFO : Epoch 2008 | loss: 0.0311788 | val_loss: 0.0311771 | Time: 3749.13 ms
[2022-04-12 01:15:46 main:574] : INFO : Epoch 2009 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 3608.75 ms
[2022-04-12 01:15:50 main:574] : INFO : Epoch 2010 | loss: 0.0311781 | val_loss: 0.031185 | Time: 3664.7 ms
[2022-04-12 01:15:54 main:574] : INFO : Epoch 2011 | loss: 0.0311779 | val_loss: 0.0311776 | Time: 3826.11 ms
[2022-04-12 01:15:58 main:574] : INFO : Epoch 2012 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 3581.23 ms
[2022-04-12 01:16:01 main:574] : INFO : Epoch 2013 | loss: 0.0311772 | val_loss: 0.0311845 | Time: 3616.42 ms
[2022-04-12 01:16:05 main:574] : INFO : Epoch 2014 | loss: 0.0311793 | val_loss: 0.0311883 | Time: 3916.23 ms
[2022-04-12 01:16:09 main:574] : INFO : Epoch 2015 | loss: 0.0311816 | val_loss: 0.031184 | Time: 3609 ms
[2022-04-12 01:16:13 main:574] : INFO : Epoch 2016 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 3790.84 ms
[2022-04-12 01:16:17 main:574] : INFO : Epoch 2017 | loss: 0.0311764 | val_loss: 0.03118 | Time: 3485.3 ms
[2022-04-12 01:16:21 main:574] : INFO : Epoch 2018 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 3690.34 ms
[2022-04-12 01:16:25 main:574] : INFO : Epoch 2019 | loss: 0.0311776 | val_loss: 0.0311865 | Time: 4019.51 ms
[2022-04-12 01:16:28 main:574] : INFO : Epoch 2020 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 3586.34 ms
[2022-04-12 01:16:32 main:574] : INFO : Epoch 2021 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 3859.39 ms
[2022-04-12 01:16:36 main:574] : INFO : Epoch 2022 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 3672.31 ms
[2022-04-12 01:16:40 main:574] : INFO : Epoch 2023 | loss: 0.0311766 | val_loss: 0.0311794 | Time: 3494.38 ms
[2022-04-12 01:16:44 main:574] : INFO : Epoch 2024 | loss: 0.0311815 | val_loss: 0.031198 | Time: 4003.83 ms
[2022-04-12 01:16:48 main:574] : INFO : Epoch 2025 | loss: 0.0311802 | val_loss: 0.0311898 | Time: 3738.54 ms
[2022-04-12 01:16:51 main:574] : INFO : Epoch 2026 | loss: 0.0311814 | val_loss: 0.0311846 | Time: 3604.95 ms
[2022-04-12 01:16:56 main:574] : INFO : Epoch 2027 | loss: 0.031179 | val_loss: 0.0311839 | Time: 4163.29 ms
[2022-04-12 01:17:00 main:574] : INFO : Epoch 2028 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 3889.27 ms
[2022-04-12 01:17:04 main:574] : INFO : Epoch 2029 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 3629.71 ms
[2022-04-12 01:17:07 main:574] : INFO : Epoch 2030 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 3848.75 ms
[2022-04-12 01:17:11 main:574] : INFO : Epoch 2031 | loss: 0.0311755 | val_loss: 0.0311827 | Time: 3510.34 ms
[2022-04-12 01:17:15 main:574] : INFO : Epoch 2032 | loss: 0.0311771 | val_loss: 0.0311799 | Time: 3927.64 ms
[2022-04-12 01:17:19 main:574] : INFO : Epoch 2033 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 3586.45 ms
[2022-04-12 01:17:23 main:574] : INFO : Epoch 2034 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 3689.15 ms
[2022-04-12 01:17:26 main:574] : INFO : Epoch 2035 | loss: 0.0311744 | val_loss: 0.0311776 | Time: 3637.55 ms
[2022-04-12 01:17:30 main:574] : INFO : Epoch 2036 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 3554.71 ms
[2022-04-12 01:17:34 main:574] : INFO : Epoch 2037 | loss: 0.0311771 | val_loss: 0.0311873 | Time: 3730.07 ms
[2022-04-12 01:17:38 main:574] : INFO : Epoch 2038 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 3668.24 ms
[2022-04-12 01:17:42 main:574] : INFO : Epoch 2039 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 3721.51 ms
[2022-04-12 01:17:46 main:574] : INFO : Epoch 2040 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 4169.21 ms
[2022-04-12 01:17:50 main:574] : INFO : Epoch 2041 | loss: 0.0311742 | val_loss: 0.0311828 | Time: 4024.87 ms
[2022-04-12 01:17:54 main:574] : INFO : Epoch 2042 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 3955.9 ms
[2022-04-12 01:17:58 main:574] : INFO : Epoch 2043 | loss: 0.0311771 | val_loss: 0.0311832 | Time: 3906.25 ms
[2022-04-12 01:18:03 main:574] : INFO : Epoch 2044 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 4265.9 ms
[2022-04-12 01:18:07 main:574] : INFO : Epoch 2045 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 3877.5 ms
[2022-04-12 01:18:11 main:574] : INFO : Epoch 2046 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 3857.63 ms
[2022-04-12 01:18:15 main:574] : INFO : Epoch 2047 | loss: 0.0311747 | val_loss: 0.0311847 | Time: 3853.24 ms
[2022-04-12 01:18:19 main:574] : INFO : Epoch 2048 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 4143.07 ms
[2022-04-12 01:18:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311817
[2022-04-12 01:18:19 main:603] : INFO : Saving end state to config to file
[2022-04-12 01:18:19 main:608] : INFO : Success, exiting..
01:18:19 (22232): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)