Task 11551905
| Name | ParityModified-1639962483-31650-3-0_0 |
| Workunit | 8775438 |
| Created | 14 Feb 2022, 10:20:22 UTC |
| Sent | 25 Feb 2022, 13:06:38 UTC |
| Report deadline | 5 Mar 2022, 13:06:38 UTC |
| Received | 7 Mar 2022, 20:46:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5890 |
| Run time | 2 hours 16 min 47 sec |
| CPU time | 2 hours 14 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,508.16 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: 0.0311517 | val_loss: 0.0311611 | Time: 3578.69 ms
[2022-03-07 21:15:57 main:574] : INFO : Epoch 1543 | loss: 0.0311523 | val_loss: 0.0311603 | Time: 3541.81 ms
[2022-03-07 21:16:01 main:574] : INFO : Epoch 1544 | loss: 0.0311514 | val_loss: 0.0311581 | Time: 3609.75 ms
[2022-03-07 21:16:04 main:574] : INFO : Epoch 1545 | loss: 0.0311488 | val_loss: 0.0311569 | Time: 3581.15 ms
[2022-03-07 21:16:08 main:574] : INFO : Epoch 1546 | loss: 0.0311491 | val_loss: 0.0311582 | Time: 3530.94 ms
[2022-03-07 21:16:11 main:574] : INFO : Epoch 1547 | loss: 0.0311506 | val_loss: 0.0311556 | Time: 3563.96 ms
[2022-03-07 21:16:15 main:574] : INFO : Epoch 1548 | loss: 0.0311507 | val_loss: 0.0311565 | Time: 3544.08 ms
[2022-03-07 21:16:19 main:574] : INFO : Epoch 1549 | loss: 0.0311514 | val_loss: 0.0311586 | Time: 3496.48 ms
[2022-03-07 21:16:22 main:574] : INFO : Epoch 1550 | loss: 0.0311485 | val_loss: 0.0311557 | Time: 3623.7 ms
[2022-03-07 21:16:26 main:574] : INFO : Epoch 1551 | loss: 0.03115 | val_loss: 0.0311558 | Time: 3674.3 ms
[2022-03-07 21:16:29 main:574] : INFO : Epoch 1552 | loss: 0.0311496 | val_loss: 0.0311594 | Time: 3606.51 ms
[2022-03-07 21:16:33 main:574] : INFO : Epoch 1553 | loss: 0.0311513 | val_loss: 0.0311643 | Time: 3573.1 ms
[2022-03-07 21:16:37 main:574] : INFO : Epoch 1554 | loss: 0.0311496 | val_loss: 0.0311593 | Time: 3547.59 ms
[2022-03-07 21:16:40 main:574] : INFO : Epoch 1555 | loss: 0.0311484 | val_loss: 0.0311614 | Time: 3533.93 ms
[2022-03-07 21:16:44 main:574] : INFO : Epoch 1556 | loss: 0.031152 | val_loss: 0.0311564 | Time: 3590.91 ms
[2022-03-07 21:16:47 main:574] : INFO : Epoch 1557 | loss: 0.0311503 | val_loss: 0.031156 | Time: 3549.53 ms
[2022-03-07 21:16:51 main:574] : INFO : Epoch 1558 | loss: 0.0311475 | val_loss: 0.0311579 | Time: 3597.75 ms
[2022-03-07 21:16:54 main:574] : INFO : Epoch 1559 | loss: 0.0311476 | val_loss: 0.0311545 | Time: 3539.17 ms
[2022-03-07 21:16:58 main:574] : INFO : Epoch 1560 | loss: 0.0311493 | val_loss: 0.0311613 | Time: 3531.84 ms
[2022-03-07 21:17:02 main:574] : INFO : Epoch 1561 | loss: 0.0311496 | val_loss: 0.0311553 | Time: 3561.63 ms
[2022-03-07 21:17:05 main:574] : INFO : Epoch 1562 | loss: 0.0311468 | val_loss: 0.0311559 | Time: 3583.2 ms
[2022-03-07 21:17:09 main:574] : INFO : Epoch 1563 | loss: 0.0311465 | val_loss: 0.0311582 | Time: 3536.97 ms
[2022-03-07 21:17:12 main:574] : INFO : Epoch 1564 | loss: 0.0311475 | val_loss: 0.0311559 | Time: 3573.66 ms
[2022-03-07 21:17:16 main:574] : INFO : Epoch 1565 | loss: 0.0311486 | val_loss: 0.03116 | Time: 3648.77 ms
[2022-03-07 21:17:19 main:574] : INFO : Epoch 1566 | loss: 0.0311507 | val_loss: 0.0311574 | Time: 3588.79 ms
[2022-03-07 21:17:23 main:574] : INFO : Epoch 1567 | loss: 0.0311503 | val_loss: 0.0311589 | Time: 3536.73 ms
[2022-03-07 21:17:27 main:574] : INFO : Epoch 1568 | loss: 0.0311518 | val_loss: 0.0311589 | Time: 3583.76 ms
[2022-03-07 21:17:30 main:574] : INFO : Epoch 1569 | loss: 0.0311516 | val_loss: 0.0311589 | Time: 3666.29 ms
[2022-03-07 21:17:34 main:574] : INFO : Epoch 1570 | loss: 0.0311564 | val_loss: 0.0311578 | Time: 3558.35 ms
[2022-03-07 21:17:37 main:574] : INFO : Epoch 1571 | loss: 0.0311556 | val_loss: 0.0311588 | Time: 3571.31 ms
[2022-03-07 21:17:41 main:574] : INFO : Epoch 1572 | loss: 0.0311571 | val_loss: 0.0311594 | Time: 3552.3 ms
[2022-03-07 21:17:45 main:574] : INFO : Epoch 1573 | loss: 0.0311568 | val_loss: 0.0311595 | Time: 3548.08 ms
[2022-03-07 21:17:48 main:574] : INFO : Epoch 1574 | loss: 0.0311578 | val_loss: 0.0311598 | Time: 3644.77 ms
[2022-03-07 21:17:52 main:574] : INFO : Epoch 1575 | loss: 0.031157 | val_loss: 0.0311573 | Time: 3594.43 ms
[2022-03-07 21:17:55 main:574] : INFO : Epoch 1576 | loss: 0.0311563 | val_loss: 0.0311601 | Time: 3596.55 ms
[2022-03-07 21:17:59 main:574] : INFO : Epoch 1577 | loss: 0.031154 | val_loss: 0.0311572 | Time: 3619.12 ms
[2022-03-07 21:18:03 main:574] : INFO : Epoch 1578 | loss: 0.0311529 | val_loss: 0.0311618 | Time: 3621.5 ms
[2022-03-07 21:18:06 main:574] : INFO : Epoch 1579 | loss: 0.0311558 | val_loss: 0.0311567 | Time: 3541.14 ms
[2022-03-07 21:18:10 main:574] : INFO : Epoch 1580 | loss: 0.0311538 | val_loss: 0.0311586 | Time: 3566.69 ms
[2022-03-07 21:18:13 main:574] : INFO : Epoch 1581 | loss: 0.031157 | val_loss: 0.031158 | Time: 3554.95 ms
[2022-03-07 21:18:17 main:574] : INFO : Epoch 1582 | loss: 0.0311554 | val_loss: 0.0311589 | Time: 3571.52 ms
[2022-03-07 21:18:20 main:574] : INFO : Epoch 1583 | loss: 0.0311567 | val_loss: 0.031165 | Time: 3487.72 ms
[2022-03-07 21:18:24 main:574] : INFO : Epoch 1584 | loss: 0.031183 | val_loss: 0.0311945 | Time: 3572.61 ms
[2022-03-07 21:18:28 main:574] : INFO : Epoch 1585 | loss: 0.0311865 | val_loss: 0.0311821 | Time: 3564.82 ms
[2022-03-07 21:18:31 main:574] : INFO : Epoch 1586 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 3703.87 ms
[2022-03-07 21:18:35 main:574] : INFO : Epoch 1587 | loss: 0.0311696 | val_loss: 0.0311747 | Time: 3592.28 ms
[2022-03-07 21:18:38 main:574] : INFO : Epoch 1588 | loss: 0.031167 | val_loss: 0.0311699 | Time: 3580.53 ms
[2022-03-07 21:18:42 main:574] : INFO : Epoch 1589 | loss: 0.0311674 | val_loss: 0.0311707 | Time: 3553.28 ms
[2022-03-07 21:18:46 main:574] : INFO : Epoch 1590 | loss: 0.0311684 | val_loss: 0.0311692 | Time: 3560.66 ms
[2022-03-07 21:18:49 main:574] : INFO : Epoch 1591 | loss: 0.0311649 | val_loss: 0.0311719 | Time: 3579.74 ms
[2022-03-07 21:18:53 main:574] : INFO : Epoch 1592 | loss: 0.0311631 | val_loss: 0.0311675 | Time: 3621.77 ms
[2022-03-07 21:18:56 main:574] : INFO : Epoch 1593 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 3548.31 ms
[2022-03-07 21:19:00 main:574] : INFO : Epoch 1594 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 3562.39 ms
[2022-03-07 21:19:03 main:574] : INFO : Epoch 1595 | loss: 0.0311665 | val_loss: 0.0311651 | Time: 3534.24 ms
[2022-03-07 21:19:07 main:574] : INFO : Epoch 1596 | loss: 0.031164 | val_loss: 0.0311648 | Time: 3578.65 ms
[2022-03-07 21:19:11 main:574] : INFO : Epoch 1597 | loss: 0.0311637 | val_loss: 0.0311741 | Time: 3500.1 ms
[2022-03-07 21:19:14 main:574] : INFO : Epoch 1598 | loss: 0.0311649 | val_loss: 0.0311626 | Time: 3813.87 ms
[2022-03-07 21:19:18 main:574] : INFO : Epoch 1599 | loss: 0.0311608 | val_loss: 0.031164 | Time: 3594.95 ms
[2022-03-07 21:19:22 main:574] : INFO : Epoch 1600 | loss: 0.0311604 | val_loss: 0.0311617 | Time: 3537.84 ms
[2022-03-07 21:19:25 main:574] : INFO : Epoch 1601 | loss: 0.0311583 | val_loss: 0.0311723 | Time: 3626.7 ms
[2022-03-07 21:19:29 main:574] : INFO : Epoch 1602 | loss: 0.031162 | val_loss: 0.031171 | Time: 3528.3 ms
[2022-03-07 21:19:32 main:574] : INFO : Epoch 1603 | loss: 0.0311629 | val_loss: 0.0311656 | Time: 3671.53 ms
[2022-03-07 21:19:36 main:574] : INFO : Epoch 1604 | loss: 0.0311621 | val_loss: 0.0311631 | Time: 3613.88 ms
[2022-03-07 21:19:40 main:574] : INFO : Epoch 1605 | loss: 0.031165 | val_loss: 0.031165 | Time: 3517.55 ms
[2022-03-07 21:19:43 main:574] : INFO : Epoch 1606 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 3664.16 ms
[2022-03-07 21:19:47 main:574] : INFO : Epoch 1607 | loss: 0.0311665 | val_loss: 0.0311638 | Time: 3635.97 ms
[2022-03-07 21:19:50 main:574] : INFO : Epoch 1608 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 3542.62 ms
[2022-03-07 21:19:54 main:574] : INFO : Epoch 1609 | loss: 0.031163 | val_loss: 0.0311591 | Time: 3549.11 ms
[2022-03-07 21:19:57 main:574] : INFO : Epoch 1610 | loss: 0.0311625 | val_loss: 0.0311623 | Time: 3548.41 ms
[2022-03-07 21:20:01 main:574] : INFO : Epoch 1611 | loss: 0.0311604 | val_loss: 0.0311604 | Time: 3636.32 ms
[2022-03-07 21:20:05 main:574] : INFO : Epoch 1612 | loss: 0.0311564 | val_loss: 0.0311606 | Time: 3517.41 ms
[2022-03-07 21:20:08 main:574] : INFO : Epoch 1613 | loss: 0.0311542 | val_loss: 0.0311591 | Time: 3543.77 ms
[2022-03-07 21:20:12 main:574] : INFO : Epoch 1614 | loss: 0.0311547 | val_loss: 0.031166 | Time: 3617.99 ms
[2022-03-07 21:20:15 main:574] : INFO : Epoch 1615 | loss: 0.0311545 | val_loss: 0.0311608 | Time: 3657.37 ms
[2022-03-07 21:20:19 main:574] : INFO : Epoch 1616 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 3621.32 ms
[2022-03-07 21:20:23 main:574] : INFO : Epoch 1617 | loss: 0.0311583 | val_loss: 0.0311604 | Time: 3802.08 ms
[2022-03-07 21:20:27 main:574] : INFO : Epoch 1618 | loss: 0.0311599 | val_loss: 0.0311629 | Time: 3666.65 ms
[2022-03-07 21:20:30 main:574] : INFO : Epoch 1619 | loss: 0.0311584 | val_loss: 0.0311618 | Time: 3608.51 ms
[2022-03-07 21:20:34 main:574] : INFO : Epoch 1620 | loss: 0.0311635 | val_loss: 0.0311615 | Time: 3568.88 ms
[2022-03-07 21:20:37 main:574] : INFO : Epoch 1621 | loss: 0.0311649 | val_loss: 0.0311602 | Time: 3582.29 ms
[2022-03-07 21:20:41 main:574] : INFO : Epoch 1622 | loss: 0.0311638 | val_loss: 0.031166 | Time: 3614.35 ms
[2022-03-07 21:20:45 main:574] : INFO : Epoch 1623 | loss: 0.0311636 | val_loss: 0.031163 | Time: 3909.23 ms
[2022-03-07 21:20:49 main:574] : INFO : Epoch 1624 | loss: 0.0311631 | val_loss: 0.0311658 | Time: 3659.1 ms
[2022-03-07 21:20:52 main:574] : INFO : Epoch 1625 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 3604.14 ms
[2022-03-07 21:20:56 main:574] : INFO : Epoch 1626 | loss: 0.0311702 | val_loss: 0.0311653 | Time: 3518.66 ms
[2022-03-07 21:20:59 main:574] : INFO : Epoch 1627 | loss: 0.0311608 | val_loss: 0.0311631 | Time: 3611.35 ms
[2022-03-07 21:21:03 main:574] : INFO : Epoch 1628 | loss: 0.0311595 | val_loss: 0.0311618 | Time: 3579.53 ms
[2022-03-07 21:21:06 main:574] : INFO : Epoch 1629 | loss: 0.0311578 | val_loss: 0.031161 | Time: 3484.56 ms
[2022-03-07 21:21:10 main:574] : INFO : Epoch 1630 | loss: 0.0311572 | val_loss: 0.0311626 | Time: 3498.11 ms
[2022-03-07 21:21:14 main:574] : INFO : Epoch 1631 | loss: 0.0311583 | val_loss: 0.0311623 | Time: 3660.17 ms
[2022-03-07 21:21:17 main:574] : INFO : Epoch 1632 | loss: 0.0311565 | val_loss: 0.0311619 | Time: 3608.26 ms
[2022-03-07 21:21:21 main:574] : INFO : Epoch 1633 | loss: 0.0311597 | val_loss: 0.0311611 | Time: 3648.59 ms
[2022-03-07 21:21:25 main:574] : INFO : Epoch 1634 | loss: 0.0311555 | val_loss: 0.0311606 | Time: 3782.23 ms
[2022-03-07 21:21:29 main:574] : INFO : Epoch 1635 | loss: 0.031156 | val_loss: 0.0311615 | Time: 4041.16 ms
[2022-03-07 21:21:32 main:574] : INFO : Epoch 1636 | loss: 0.0311561 | val_loss: 0.0311698 | Time: 3753.66 ms
[2022-03-07 21:21:36 main:574] : INFO : Epoch 1637 | loss: 0.0311634 | val_loss: 0.0311694 | Time: 3559.43 ms
[2022-03-07 21:21:40 main:574] : INFO : Epoch 1638 | loss: 0.0311764 | val_loss: 0.0311957 | Time: 3562.59 ms
[2022-03-07 21:21:43 main:574] : INFO : Epoch 1639 | loss: 0.0311913 | val_loss: 0.0311897 | Time: 3597.91 ms
[2022-03-07 21:21:47 main:574] : INFO : Epoch 1640 | loss: 0.031186 | val_loss: 0.0311867 | Time: 3546.18 ms
[2022-03-07 21:21:50 main:574] : INFO : Epoch 1641 | loss: 0.0311857 | val_loss: 0.0311862 | Time: 3517.79 ms
[2022-03-07 21:21:54 main:574] : INFO : Epoch 1642 | loss: 0.031182 | val_loss: 0.0311858 | Time: 3547.66 ms
[2022-03-07 21:21:57 main:574] : INFO : Epoch 1643 | loss: 0.0311795 | val_loss: 0.0311855 | Time: 3564.57 ms
[2022-03-07 21:22:01 main:574] : INFO : Epoch 1644 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 3585.83 ms
[2022-03-07 21:22:05 main:574] : INFO : Epoch 1645 | loss: 0.0311773 | val_loss: 0.0311792 | Time: 3617.93 ms
[2022-03-07 21:22:08 main:574] : INFO : Epoch 1646 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 3584.95 ms
[2022-03-07 21:22:12 main:574] : INFO : Epoch 1647 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 3602.87 ms
[2022-03-07 21:22:15 main:574] : INFO : Epoch 1648 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 3601.88 ms
[2022-03-07 21:22:19 main:574] : INFO : Epoch 1649 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 3728.33 ms
[2022-03-07 21:22:23 main:574] : INFO : Epoch 1650 | loss: 0.0311723 | val_loss: 0.031173 | Time: 3733.16 ms
[2022-03-07 21:22:27 main:574] : INFO : Epoch 1651 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 3651.77 ms
[2022-03-07 21:22:30 main:574] : INFO : Epoch 1652 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 3842.63 ms
[2022-03-07 21:22:34 main:574] : INFO : Epoch 1653 | loss: 0.0311692 | val_loss: 0.0311716 | Time: 3849.04 ms
[2022-03-07 21:22:38 main:574] : INFO : Epoch 1654 | loss: 0.031167 | val_loss: 0.0311707 | Time: 3712.06 ms
[2022-03-07 21:22:42 main:574] : INFO : Epoch 1655 | loss: 0.0311707 | val_loss: 0.0311713 | Time: 3849.33 ms
[2022-03-07 21:22:46 main:574] : INFO : Epoch 1656 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 3711.2 ms
[2022-03-07 21:22:49 main:574] : INFO : Epoch 1657 | loss: 0.0311682 | val_loss: 0.0311734 | Time: 3783.91 ms
[2022-03-07 21:22:53 main:574] : INFO : Epoch 1658 | loss: 0.0311758 | val_loss: 0.0311739 | Time: 3738.9 ms
[2022-03-07 21:22:57 main:574] : INFO : Epoch 1659 | loss: 0.0311734 | val_loss: 0.0311726 | Time: 3618.68 ms
[2022-03-07 21:23:00 main:574] : INFO : Epoch 1660 | loss: 0.0311752 | val_loss: 0.0311788 | Time: 3717.21 ms
[2022-03-07 21:23:04 main:574] : INFO : Epoch 1661 | loss: 0.0311814 | val_loss: 0.031188 | Time: 3694.79 ms
[2022-03-07 21:23:08 main:574] : INFO : Epoch 1662 | loss: 0.0311805 | val_loss: 0.0311739 | Time: 3669.58 ms
[2022-03-07 21:23:11 main:574] : INFO : Epoch 1663 | loss: 0.0311712 | val_loss: 0.0311676 | Time: 3635.31 ms
[2022-03-07 21:23:15 main:574] : INFO : Epoch 1664 | loss: 0.0311696 | val_loss: 0.0311668 | Time: 3817.08 ms
[2022-03-07 21:23:19 main:574] : INFO : Epoch 1665 | loss: 0.0311679 | val_loss: 0.0311659 | Time: 3696.18 ms
[2022-03-07 21:23:23 main:574] : INFO : Epoch 1666 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 3744.01 ms
[2022-03-07 21:23:26 main:574] : INFO : Epoch 1667 | loss: 0.03117 | val_loss: 0.0311675 | Time: 3700.64 ms
[2022-03-07 21:23:30 main:574] : INFO : Epoch 1668 | loss: 0.0311649 | val_loss: 0.0311644 | Time: 3737.53 ms
[2022-03-07 21:23:34 main:574] : INFO : Epoch 1669 | loss: 0.0311638 | val_loss: 0.031163 | Time: 3716.1 ms
[2022-03-07 21:23:38 main:574] : INFO : Epoch 1670 | loss: 0.031163 | val_loss: 0.0311642 | Time: 3668.27 ms
[2022-03-07 21:23:41 main:574] : INFO : Epoch 1671 | loss: 0.031163 | val_loss: 0.0311753 | Time: 3705.94 ms
[2022-03-07 21:23:45 main:574] : INFO : Epoch 1672 | loss: 0.0311646 | val_loss: 0.0311648 | Time: 3733.8 ms
[2022-03-07 21:23:49 main:574] : INFO : Epoch 1673 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 3880.09 ms
[2022-03-07 21:23:53 main:574] : INFO : Epoch 1674 | loss: 0.0311643 | val_loss: 0.0311668 | Time: 3718.35 ms
[2022-03-07 21:23:56 main:574] : INFO : Epoch 1675 | loss: 0.0311651 | val_loss: 0.0311642 | Time: 3750.82 ms
[2022-03-07 21:24:00 main:574] : INFO : Epoch 1676 | loss: 0.0311616 | val_loss: 0.0311647 | Time: 3738.86 ms
[2022-03-07 21:24:04 main:574] : INFO : Epoch 1677 | loss: 0.0311622 | val_loss: 0.031166 | Time: 3813.75 ms
[2022-03-07 21:24:08 main:574] : INFO : Epoch 1678 | loss: 0.031162 | val_loss: 0.0311657 | Time: 3558.05 ms
[2022-03-07 21:24:11 main:574] : INFO : Epoch 1679 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 3717.49 ms
[2022-03-07 21:24:15 main:574] : INFO : Epoch 1680 | loss: 0.031163 | val_loss: 0.031166 | Time: 3685.67 ms
[2022-03-07 21:24:19 main:574] : INFO : Epoch 1681 | loss: 0.0311617 | val_loss: 0.0311658 | Time: 3737.32 ms
[2022-03-07 21:24:22 main:574] : INFO : Epoch 1682 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 3718.55 ms
[2022-03-07 21:24:26 main:574] : INFO : Epoch 1683 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 3716.66 ms
[2022-03-07 21:24:30 main:574] : INFO : Epoch 1684 | loss: 0.0311633 | val_loss: 0.0311661 | Time: 3790.87 ms
[2022-03-07 21:24:34 main:574] : INFO : Epoch 1685 | loss: 0.0311624 | val_loss: 0.0311651 | Time: 3703.16 ms
[2022-03-07 21:24:37 main:574] : INFO : Epoch 1686 | loss: 0.0311629 | val_loss: 0.0311666 | Time: 3689.02 ms
[2022-03-07 21:24:41 main:574] : INFO : Epoch 1687 | loss: 0.0311617 | val_loss: 0.0311656 | Time: 3766.87 ms
[2022-03-07 21:24:45 main:574] : INFO : Epoch 1688 | loss: 0.0311629 | val_loss: 0.0311664 | Time: 3765.39 ms
[2022-03-07 21:24:49 main:574] : INFO : Epoch 1689 | loss: 0.0311618 | val_loss: 0.0311629 | Time: 3599.68 ms
[2022-03-07 21:24:52 main:574] : INFO : Epoch 1690 | loss: 0.031163 | val_loss: 0.0311646 | Time: 3766.53 ms
[2022-03-07 21:24:56 main:574] : INFO : Epoch 1691 | loss: 0.0311637 | val_loss: 0.0311636 | Time: 3723.14 ms
[2022-03-07 21:25:00 main:574] : INFO : Epoch 1692 | loss: 0.0311636 | val_loss: 0.0311626 | Time: 3647.36 ms
[2022-03-07 21:25:03 main:574] : INFO : Epoch 1693 | loss: 0.0311634 | val_loss: 0.0311607 | Time: 3636.68 ms
[2022-03-07 21:25:07 main:574] : INFO : Epoch 1694 | loss: 0.0311633 | val_loss: 0.0311626 | Time: 3832.55 ms
[2022-03-07 21:25:11 main:574] : INFO : Epoch 1695 | loss: 0.031162 | val_loss: 0.0311614 | Time: 3650.36 ms
[2022-03-07 21:25:14 main:574] : INFO : Epoch 1696 | loss: 0.0311585 | val_loss: 0.031161 | Time: 3613.27 ms
[2022-03-07 21:25:18 main:574] : INFO : Epoch 1697 | loss: 0.0311575 | val_loss: 0.03116 | Time: 3625.96 ms
[2022-03-07 21:25:22 main:574] : INFO : Epoch 1698 | loss: 0.0311579 | val_loss: 0.0311604 | Time: 3609.24 ms
[2022-03-07 21:25:25 main:574] : INFO : Epoch 1699 | loss: 0.0311598 | val_loss: 0.0311604 | Time: 3675.41 ms
[2022-03-07 21:25:29 main:574] : INFO : Epoch 1700 | loss: 0.0311563 | val_loss: 0.0311619 | Time: 3599.94 ms
[2022-03-07 21:25:33 main:574] : INFO : Epoch 1701 | loss: 0.0311571 | val_loss: 0.031164 | Time: 3643.18 ms
[2022-03-07 21:25:36 main:574] : INFO : Epoch 1702 | loss: 0.031159 | val_loss: 0.0311608 | Time: 3508.42 ms
[2022-03-07 21:25:40 main:574] : INFO : Epoch 1703 | loss: 0.0311605 | val_loss: 0.0311717 | Time: 3544.8 ms
[2022-03-07 21:25:44 main:574] : INFO : Epoch 1704 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 3887.98 ms
[2022-03-07 21:25:47 main:574] : INFO : Epoch 1705 | loss: 0.0311598 | val_loss: 0.0311598 | Time: 3729.89 ms
[2022-03-07 21:25:51 main:574] : INFO : Epoch 1706 | loss: 0.0311591 | val_loss: 0.0311613 | Time: 3702.65 ms
[2022-03-07 21:25:55 main:574] : INFO : Epoch 1707 | loss: 0.031159 | val_loss: 0.0311613 | Time: 3639.01 ms
[2022-03-07 21:25:58 main:574] : INFO : Epoch 1708 | loss: 0.031159 | val_loss: 0.031167 | Time: 3569.94 ms
[2022-03-07 21:26:02 main:574] : INFO : Epoch 1709 | loss: 0.0311605 | val_loss: 0.0311657 | Time: 3605.68 ms
[2022-03-07 21:26:05 main:574] : INFO : Epoch 1710 | loss: 0.0311576 | val_loss: 0.031162 | Time: 3577.26 ms
[2022-03-07 21:26:09 main:574] : INFO : Epoch 1711 | loss: 0.0311562 | val_loss: 0.0311664 | Time: 3532.52 ms
[2022-03-07 21:26:13 main:574] : INFO : Epoch 1712 | loss: 0.0311585 | val_loss: 0.0311643 | Time: 3614.05 ms
[2022-03-07 21:26:16 main:574] : INFO : Epoch 1713 | loss: 0.0311582 | val_loss: 0.0311631 | Time: 3685.83 ms
[2022-03-07 21:26:20 main:574] : INFO : Epoch 1714 | loss: 0.0311572 | val_loss: 0.0311628 | Time: 3579.24 ms
[2022-03-07 21:26:23 main:574] : INFO : Epoch 1715 | loss: 0.0311566 | val_loss: 0.0311674 | Time: 3572.69 ms
[2022-03-07 21:26:27 main:574] : INFO : Epoch 1716 | loss: 0.0311565 | val_loss: 0.0311606 | Time: 3589.31 ms
[2022-03-07 21:26:31 main:574] : INFO : Epoch 1717 | loss: 0.0311551 | val_loss: 0.0311624 | Time: 3584.21 ms
[2022-03-07 21:26:34 main:574] : INFO : Epoch 1718 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 3558.91 ms
[2022-03-07 21:26:38 main:574] : INFO : Epoch 1719 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 3622.44 ms
[2022-03-07 21:26:41 main:574] : INFO : Epoch 1720 | loss: 0.03116 | val_loss: 0.0311665 | Time: 3549.89 ms
[2022-03-07 21:26:45 main:574] : INFO : Epoch 1721 | loss: 0.0311598 | val_loss: 0.031166 | Time: 3599.19 ms
[2022-03-07 21:26:49 main:574] : INFO : Epoch 1722 | loss: 0.0311579 | val_loss: 0.0311621 | Time: 3551.65 ms
[2022-03-07 21:26:52 main:574] : INFO : Epoch 1723 | loss: 0.0311558 | val_loss: 0.0311631 | Time: 3511.06 ms
[2022-03-07 21:26:56 main:574] : INFO : Epoch 1724 | loss: 0.0311572 | val_loss: 0.0311667 | Time: 3607.42 ms
[2022-03-07 21:26:59 main:574] : INFO : Epoch 1725 | loss: 0.0311585 | val_loss: 0.0311616 | Time: 3510.03 ms
[2022-03-07 21:27:03 main:574] : INFO : Epoch 1726 | loss: 0.0311555 | val_loss: 0.031163 | Time: 3628.81 ms
[2022-03-07 21:27:06 main:574] : INFO : Epoch 1727 | loss: 0.0311548 | val_loss: 0.0311608 | Time: 3521.53 ms
[2022-03-07 21:27:10 main:574] : INFO : Epoch 1728 | loss: 0.0311556 | val_loss: 0.0311657 | Time: 3500.19 ms
[2022-03-07 21:27:13 main:574] : INFO : Epoch 1729 | loss: 0.0311606 | val_loss: 0.0311692 | Time: 3585.95 ms
[2022-03-07 21:27:17 main:574] : INFO : Epoch 1730 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 3543.69 ms
[2022-03-07 21:27:21 main:574] : INFO : Epoch 1731 | loss: 0.0311557 | val_loss: 0.0311654 | Time: 3548.6 ms
[2022-03-07 21:27:24 main:574] : INFO : Epoch 1732 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 3541.38 ms
[2022-03-07 21:27:28 main:574] : INFO : Epoch 1733 | loss: 0.0311582 | val_loss: 0.0311662 | Time: 3536.21 ms
[2022-03-07 21:27:31 main:574] : INFO : Epoch 1734 | loss: 0.0311584 | val_loss: 0.031171 | Time: 3588.84 ms
[2022-03-07 21:27:35 main:574] : INFO : Epoch 1735 | loss: 0.0311611 | val_loss: 0.031174 | Time: 3615.78 ms
[2022-03-07 21:27:38 main:574] : INFO : Epoch 1736 | loss: 0.031166 | val_loss: 0.0311724 | Time: 3551.03 ms
[2022-03-07 21:27:42 main:574] : INFO : Epoch 1737 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 3652.11 ms
[2022-03-07 21:27:46 main:574] : INFO : Epoch 1738 | loss: 0.031157 | val_loss: 0.0311655 | Time: 3586.66 ms
[2022-03-07 21:27:49 main:574] : INFO : Epoch 1739 | loss: 0.0311597 | val_loss: 0.0311653 | Time: 3584.33 ms
[2022-03-07 21:27:53 main:574] : INFO : Epoch 1740 | loss: 0.0311582 | val_loss: 0.0311664 | Time: 3486.45 ms
[2022-03-07 21:27:56 main:574] : INFO : Epoch 1741 | loss: 0.0311589 | val_loss: 0.0311646 | Time: 3517.64 ms
[2022-03-07 21:28:00 main:574] : INFO : Epoch 1742 | loss: 0.0311551 | val_loss: 0.0311649 | Time: 3557.12 ms
[2022-03-07 21:28:03 main:574] : INFO : Epoch 1743 | loss: 0.0311565 | val_loss: 0.0311633 | Time: 3622.14 ms
[2022-03-07 21:28:07 main:574] : INFO : Epoch 1744 | loss: 0.0311542 | val_loss: 0.0311639 | Time: 3617.33 ms
[2022-03-07 21:28:11 main:574] : INFO : Epoch 1745 | loss: 0.0311558 | val_loss: 0.0311664 | Time: 3585.49 ms
[2022-03-07 21:28:14 main:574] : INFO : Epoch 1746 | loss: 0.0311569 | val_loss: 0.0311677 | Time: 3646.58 ms
[2022-03-07 21:28:18 main:574] : INFO : Epoch 1747 | loss: 0.0311548 | val_loss: 0.0311633 | Time: 3684.62 ms
[2022-03-07 21:28:22 main:574] : INFO : Epoch 1748 | loss: 0.0311545 | val_loss: 0.0311672 | Time: 3639.78 ms
[2022-03-07 21:28:25 main:574] : INFO : Epoch 1749 | loss: 0.0311555 | val_loss: 0.0311653 | Time: 3581.89 ms
[2022-03-07 21:28:29 main:574] : INFO : Epoch 1750 | loss: 0.0311533 | val_loss: 0.0311642 | Time: 3514.38 ms
[2022-03-07 21:28:32 main:574] : INFO : Epoch 1751 | loss: 0.0311539 | val_loss: 0.0311646 | Time: 3550.61 ms
[2022-03-07 21:28:36 main:574] : INFO : Epoch 1752 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 3542.49 ms
[2022-03-07 21:28:40 main:574] : INFO : Epoch 1753 | loss: 0.0311531 | val_loss: 0.0311653 | Time: 3698.36 ms
[2022-03-07 21:28:43 main:574] : INFO : Epoch 1754 | loss: 0.0311518 | val_loss: 0.0311635 | Time: 3594.69 ms
[2022-03-07 21:28:47 main:574] : INFO : Epoch 1755 | loss: 0.0311542 | val_loss: 0.0312065 | Time: 3673.47 ms
[2022-03-07 21:28:51 main:574] : INFO : Epoch 1756 | loss: 0.0312185 | val_loss: 0.0312242 | Time: 3607.37 ms
[2022-03-07 21:28:54 main:574] : INFO : Epoch 1757 | loss: 0.0312283 | val_loss: 0.0312114 | Time: 3641.22 ms
[2022-03-07 21:28:58 main:574] : INFO : Epoch 1758 | loss: 0.0312125 | val_loss: 0.0312092 | Time: 3716.64 ms
[2022-03-07 21:29:02 main:574] : INFO : Epoch 1759 | loss: 0.0312052 | val_loss: 0.031207 | Time: 3638.05 ms
[2022-03-07 21:29:05 main:574] : INFO : Epoch 1760 | loss: 0.0312004 | val_loss: 0.0311985 | Time: 3618.78 ms
[2022-03-07 21:29:09 main:574] : INFO : Epoch 1761 | loss: 0.0311943 | val_loss: 0.0311908 | Time: 3554.68 ms
[2022-03-07 21:29:12 main:574] : INFO : Epoch 1762 | loss: 0.031189 | val_loss: 0.0311889 | Time: 3589.71 ms
[2022-03-07 21:29:16 main:574] : INFO : Epoch 1763 | loss: 0.0311848 | val_loss: 0.0311843 | Time: 3654.9 ms
[2022-03-07 21:29:20 main:574] : INFO : Epoch 1764 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 3543.47 ms
[2022-03-07 21:29:23 main:574] : INFO : Epoch 1765 | loss: 0.0311836 | val_loss: 0.0311837 | Time: 3616.36 ms
[2022-03-07 21:29:27 main:574] : INFO : Epoch 1766 | loss: 0.0311838 | val_loss: 0.0311807 | Time: 3621.92 ms
[2022-03-07 21:29:30 main:574] : INFO : Epoch 1767 | loss: 0.031181 | val_loss: 0.0311816 | Time: 3557.33 ms
[2022-03-07 21:29:34 main:574] : INFO : Epoch 1768 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 3555.27 ms
[2022-03-07 21:29:37 main:574] : INFO : Epoch 1769 | loss: 0.0311825 | val_loss: 0.0311812 | Time: 3526.69 ms
[2022-03-07 21:29:41 main:574] : INFO : Epoch 1770 | loss: 0.0311829 | val_loss: 0.0311804 | Time: 3656.85 ms
[2022-03-07 21:29:45 main:574] : INFO : Epoch 1771 | loss: 0.0311788 | val_loss: 0.0311803 | Time: 3607.82 ms
[2022-03-07 21:29:48 main:574] : INFO : Epoch 1772 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 3607.33 ms
[2022-03-07 21:29:52 main:574] : INFO : Epoch 1773 | loss: 0.0311952 | val_loss: 0.0311997 | Time: 3583.8 ms
[2022-03-07 21:29:56 main:574] : INFO : Epoch 1774 | loss: 0.0311862 | val_loss: 0.0311789 | Time: 3632.52 ms
[2022-03-07 21:29:59 main:574] : INFO : Epoch 1775 | loss: 0.0311786 | val_loss: 0.0311753 | Time: 3587.2 ms
[2022-03-07 21:30:03 main:574] : INFO : Epoch 1776 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 3642.85 ms
[2022-03-07 21:30:06 main:574] : INFO : Epoch 1777 | loss: 0.0311798 | val_loss: 0.0311776 | Time: 3580.67 ms
[2022-03-07 21:30:10 main:574] : INFO : Epoch 1778 | loss: 0.0311774 | val_loss: 0.031182 | Time: 3628.25 ms
[2022-03-07 21:30:14 main:574] : INFO : Epoch 1779 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 3557.77 ms
[2022-03-07 21:30:17 main:574] : INFO : Epoch 1780 | loss: 0.0311763 | val_loss: 0.0311791 | Time: 3564.51 ms
[2022-03-07 21:30:21 main:574] : INFO : Epoch 1781 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 3585.49 ms
[2022-03-07 21:30:24 main:574] : INFO : Epoch 1782 | loss: 0.0311794 | val_loss: 0.0311927 | Time: 3577.88 ms
[2022-03-07 21:30:28 main:574] : INFO : Epoch 1783 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 3653.43 ms
[2022-03-07 21:30:32 main:574] : INFO : Epoch 1784 | loss: 0.031174 | val_loss: 0.0311782 | Time: 3637.89 ms
[2022-03-07 21:30:35 main:574] : INFO : Epoch 1785 | loss: 0.0311739 | val_loss: 0.031177 | Time: 3513.2 ms
[2022-03-07 21:30:39 main:574] : INFO : Epoch 1786 | loss: 0.0311727 | val_loss: 0.0311776 | Time: 3567.58 ms
[2022-03-07 21:30:43 main:574] : INFO : Epoch 1787 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 4076.08 ms
[2022-03-07 21:30:47 main:574] : INFO : Epoch 1788 | loss: 0.0311817 | val_loss: 0.0311856 | Time: 3791.18 ms
[2022-03-07 21:30:50 main:574] : INFO : Epoch 1789 | loss: 0.0311753 | val_loss: 0.031177 | Time: 3683.08 ms
[2022-03-07 21:30:54 main:574] : INFO : Epoch 1790 | loss: 0.0311759 | val_loss: 0.0311721 | Time: 3483.06 ms
[2022-03-07 21:30:57 main:574] : INFO : Epoch 1791 | loss: 0.0311765 | val_loss: 0.0311876 | Time: 3576.07 ms
[2022-03-07 21:31:01 main:574] : INFO : Epoch 1792 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 3896 ms
[2022-03-07 21:31:05 main:574] : INFO : Epoch 1793 | loss: 0.0311875 | val_loss: 0.0311834 | Time: 3522.48 ms
[2022-03-07 21:31:08 main:574] : INFO : Epoch 1794 | loss: 0.0311862 | val_loss: 0.0311811 | Time: 3507.63 ms
[2022-03-07 21:31:12 main:574] : INFO : Epoch 1795 | loss: 0.031183 | val_loss: 0.0311789 | Time: 3594.73 ms
[2022-03-07 21:31:16 main:574] : INFO : Epoch 1796 | loss: 0.0311824 | val_loss: 0.0311774 | Time: 3562.75 ms
[2022-03-07 21:31:19 main:574] : INFO : Epoch 1797 | loss: 0.0311808 | val_loss: 0.0311759 | Time: 3565.34 ms
[2022-03-07 21:31:23 main:574] : INFO : Epoch 1798 | loss: 0.0311787 | val_loss: 0.0311777 | Time: 3611.78 ms
[2022-03-07 21:31:26 main:574] : INFO : Epoch 1799 | loss: 0.0311807 | val_loss: 0.0311765 | Time: 3646.93 ms
[2022-03-07 21:31:30 main:574] : INFO : Epoch 1800 | loss: 0.0311795 | val_loss: 0.0311769 | Time: 3618.26 ms
[2022-03-07 21:31:34 main:574] : INFO : Epoch 1801 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 3644.5 ms
[2022-03-07 21:31:37 main:574] : INFO : Epoch 1802 | loss: 0.031176 | val_loss: 0.0311828 | Time: 3621.3 ms
[2022-03-07 21:31:41 main:574] : INFO : Epoch 1803 | loss: 0.0311782 | val_loss: 0.0311773 | Time: 3532.04 ms
[2022-03-07 21:31:45 main:574] : INFO : Epoch 1804 | loss: 0.0311766 | val_loss: 0.0311739 | Time: 3709.21 ms
[2022-03-07 21:31:48 main:574] : INFO : Epoch 1805 | loss: 0.0311753 | val_loss: 0.0311748 | Time: 3552.4 ms
[2022-03-07 21:31:52 main:574] : INFO : Epoch 1806 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 3928.31 ms
[2022-03-07 21:31:56 main:574] : INFO : Epoch 1807 | loss: 0.0311748 | val_loss: 0.031174 | Time: 3551.45 ms
[2022-03-07 21:31:59 main:574] : INFO : Epoch 1808 | loss: 0.0311754 | val_loss: 0.0311765 | Time: 3569.77 ms
[2022-03-07 21:32:03 main:574] : INFO : Epoch 1809 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 3792.15 ms
[2022-03-07 21:32:07 main:574] : INFO : Epoch 1810 | loss: 0.0311726 | val_loss: 0.0311728 | Time: 3585.92 ms
[2022-03-07 21:32:10 main:574] : INFO : Epoch 1811 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 3526.4 ms
[2022-03-07 21:32:14 main:574] : INFO : Epoch 1812 | loss: 0.0311799 | val_loss: 0.0311815 | Time: 3625.3 ms
[2022-03-07 21:32:17 main:574] : INFO : Epoch 1813 | loss: 0.031181 | val_loss: 0.0311821 | Time: 3598.56 ms
[2022-03-07 21:32:21 main:574] : INFO : Epoch 1814 | loss: 0.0311819 | val_loss: 0.0311799 | Time: 3703.94 ms
[2022-03-07 21:32:25 main:574] : INFO : Epoch 1815 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 3538.37 ms
[2022-03-07 21:32:28 main:574] : INFO : Epoch 1816 | loss: 0.0311776 | val_loss: 0.0311751 | Time: 3602.94 ms
[2022-03-07 21:32:32 main:574] : INFO : Epoch 1817 | loss: 0.0311814 | val_loss: 0.0311762 | Time: 3625.15 ms
[2022-03-07 21:32:35 main:574] : INFO : Epoch 1818 | loss: 0.0311775 | val_loss: 0.0311788 | Time: 3545.52 ms
[2022-03-07 21:32:39 main:574] : INFO : Epoch 1819 | loss: 0.0311775 | val_loss: 0.0311758 | Time: 3835.98 ms
[2022-03-07 21:32:43 main:574] : INFO : Epoch 1820 | loss: 0.0311754 | val_loss: 0.031175 | Time: 3620.59 ms
[2022-03-07 21:32:46 main:574] : INFO : Epoch 1821 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 3630.08 ms
[2022-03-07 21:32:50 main:574] : INFO : Epoch 1822 | loss: 0.0311756 | val_loss: 0.0311768 | Time: 3662.11 ms
[2022-03-07 21:32:54 main:574] : INFO : Epoch 1823 | loss: 0.0311744 | val_loss: 0.0311741 | Time: 3537.07 ms
[2022-03-07 21:32:57 main:574] : INFO : Epoch 1824 | loss: 0.0311738 | val_loss: 0.031176 | Time: 3624.29 ms
[2022-03-07 21:33:01 main:574] : INFO : Epoch 1825 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 3676.03 ms
[2022-03-07 21:33:05 main:574] : INFO : Epoch 1826 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 3603.52 ms
[2022-03-07 21:33:08 main:574] : INFO : Epoch 1827 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 3559.11 ms
[2022-03-07 21:33:12 main:574] : INFO : Epoch 1828 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 3554.93 ms
[2022-03-07 21:33:15 main:574] : INFO : Epoch 1829 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 3577.63 ms
[2022-03-07 21:33:19 main:574] : INFO : Epoch 1830 | loss: 0.0311726 | val_loss: 0.0311757 | Time: 3604.87 ms
[2022-03-07 21:33:23 main:574] : INFO : Epoch 1831 | loss: 0.0311725 | val_loss: 0.0311753 | Time: 3606.53 ms
[2022-03-07 21:33:26 main:574] : INFO : Epoch 1832 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 3607.57 ms
[2022-03-07 21:33:30 main:574] : INFO : Epoch 1833 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 3671.94 ms
[2022-03-07 21:33:33 main:574] : INFO : Epoch 1834 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 3601.39 ms
[2022-03-07 21:33:37 main:574] : INFO : Epoch 1835 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 3534.45 ms
[2022-03-07 21:33:41 main:574] : INFO : Epoch 1836 | loss: 0.0311731 | val_loss: 0.031176 | Time: 3547.95 ms
[2022-03-07 21:33:44 main:574] : INFO : Epoch 1837 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 3545.09 ms
[2022-03-07 21:33:48 main:574] : INFO : Epoch 1838 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 3610.58 ms
[2022-03-07 21:33:51 main:574] : INFO : Epoch 1839 | loss: 0.0311717 | val_loss: 0.0311749 | Time: 3595.29 ms
[2022-03-07 21:33:55 main:574] : INFO : Epoch 1840 | loss: 0.0311717 | val_loss: 0.0311758 | Time: 3573.91 ms
[2022-03-07 21:33:59 main:574] : INFO : Epoch 1841 | loss: 0.031171 | val_loss: 0.0311769 | Time: 3635.37 ms
[2022-03-07 21:34:02 main:574] : INFO : Epoch 1842 | loss: 0.0311714 | val_loss: 0.031175 | Time: 3615.8 ms
[2022-03-07 21:34:06 main:574] : INFO : Epoch 1843 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 3665.52 ms
[2022-03-07 21:34:09 main:574] : INFO : Epoch 1844 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 3553.85 ms
[2022-03-07 21:34:13 main:574] : INFO : Epoch 1845 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 3611.52 ms
[2022-03-07 21:34:17 main:574] : INFO : Epoch 1846 | loss: 0.0311752 | val_loss: 0.031177 | Time: 3615.39 ms
[2022-03-07 21:34:20 main:574] : INFO : Epoch 1847 | loss: 0.0311766 | val_loss: 0.031177 | Time: 3595.02 ms
[2022-03-07 21:34:24 main:574] : INFO : Epoch 1848 | loss: 0.0311767 | val_loss: 0.0311765 | Time: 3615.01 ms
[2022-03-07 21:34:27 main:574] : INFO : Epoch 1849 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 3564.72 ms
[2022-03-07 21:34:31 main:574] : INFO : Epoch 1850 | loss: 0.0311738 | val_loss: 0.031177 | Time: 3740.28 ms
[2022-03-07 21:34:35 main:574] : INFO : Epoch 1851 | loss: 0.0311747 | val_loss: 0.031176 | Time: 3688.73 ms
[2022-03-07 21:34:39 main:574] : INFO : Epoch 1852 | loss: 0.0311743 | val_loss: 0.031184 | Time: 3980.56 ms
[2022-03-07 21:34:43 main:574] : INFO : Epoch 1853 | loss: 0.0311751 | val_loss: 0.0311742 | Time: 3914.01 ms
[2022-03-07 21:34:47 main:574] : INFO : Epoch 1854 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 3809.33 ms
[2022-03-07 21:34:50 main:574] : INFO : Epoch 1855 | loss: 0.0311734 | val_loss: 0.0311767 | Time: 3890.85 ms
[2022-03-07 21:34:54 main:574] : INFO : Epoch 1856 | loss: 0.0311714 | val_loss: 0.0311711 | Time: 3997.88 ms
[2022-03-07 21:34:59 main:574] : INFO : Epoch 1857 | loss: 0.0311703 | val_loss: 0.0311718 | Time: 4005.01 ms
[2022-03-07 21:35:02 main:574] : INFO : Epoch 1858 | loss: 0.0311712 | val_loss: 0.0311711 | Time: 3937.17 ms
[2022-03-07 21:35:06 main:574] : INFO : Epoch 1859 | loss: 0.0311737 | val_loss: 0.0311724 | Time: 3988.94 ms
[2022-03-07 21:35:11 main:574] : INFO : Epoch 1860 | loss: 0.0311737 | val_loss: 0.0311712 | Time: 4057.37 ms
[2022-03-07 21:35:15 main:574] : INFO : Epoch 1861 | loss: 0.0311723 | val_loss: 0.0311697 | Time: 4020.82 ms
[2022-03-07 21:35:18 main:574] : INFO : Epoch 1862 | loss: 0.0311705 | val_loss: 0.0311695 | Time: 3848.2 ms
[2022-03-07 21:35:23 main:574] : INFO : Epoch 1863 | loss: 0.0311712 | val_loss: 0.0311727 | Time: 4135.03 ms
[2022-03-07 21:35:27 main:574] : INFO : Epoch 1864 | loss: 0.031171 | val_loss: 0.0311727 | Time: 4079.69 ms
[2022-03-07 21:35:31 main:574] : INFO : Epoch 1865 | loss: 0.0311705 | val_loss: 0.0311704 | Time: 4092.09 ms
[2022-03-07 21:35:35 main:574] : INFO : Epoch 1866 | loss: 0.0311704 | val_loss: 0.0311728 | Time: 3898.99 ms
[2022-03-07 21:35:39 main:574] : INFO : Epoch 1867 | loss: 0.0311698 | val_loss: 0.0311698 | Time: 4015.95 ms
[2022-03-07 21:35:43 main:574] : INFO : Epoch 1868 | loss: 0.031169 | val_loss: 0.0311717 | Time: 4242.28 ms
[2022-03-07 21:35:47 main:574] : INFO : Epoch 1869 | loss: 0.0311726 | val_loss: 0.031178 | Time: 4261.2 ms
[2022-03-07 21:35:52 main:574] : INFO : Epoch 1870 | loss: 0.0311708 | val_loss: 0.0311698 | Time: 4565.76 ms
[2022-03-07 21:35:56 main:574] : INFO : Epoch 1871 | loss: 0.0311682 | val_loss: 0.0311693 | Time: 4328.19 ms
[2022-03-07 21:36:01 main:574] : INFO : Epoch 1872 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 4393.83 ms
[2022-03-07 21:36:05 main:574] : INFO : Epoch 1873 | loss: 0.0311709 | val_loss: 0.031172 | Time: 4177.63 ms
[2022-03-07 21:36:09 main:574] : INFO : Epoch 1874 | loss: 0.0311682 | val_loss: 0.03117 | Time: 4312.67 ms
[2022-03-07 21:36:13 main:574] : INFO : Epoch 1875 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 4057.01 ms
[2022-03-07 21:36:17 main:574] : INFO : Epoch 1876 | loss: 0.031171 | val_loss: 0.0311786 | Time: 3734.78 ms
[2022-03-07 21:36:21 main:574] : INFO : Epoch 1877 | loss: 0.0311713 | val_loss: 0.0311731 | Time: 3828.87 ms
[2022-03-07 21:36:25 main:574] : INFO : Epoch 1878 | loss: 0.0311725 | val_loss: 0.0311732 | Time: 3989.62 ms
[2022-03-07 21:36:29 main:574] : INFO : Epoch 1879 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 3969.26 ms
[2022-03-07 21:36:33 main:574] : INFO : Epoch 1880 | loss: 0.0311912 | val_loss: 0.0312984 | Time: 4092.41 ms
[2022-03-07 21:36:37 main:574] : INFO : Epoch 1881 | loss: 0.0315752 | val_loss: 0.0320899 | Time: 4065.58 ms
[2022-03-07 21:36:41 main:574] : INFO : Epoch 1882 | loss: 0.0325189 | val_loss: 0.0318996 | Time: 3848.98 ms
[2022-03-07 21:36:44 main:574] : INFO : Epoch 1883 | loss: 0.0321022 | val_loss: 0.0313349 | Time: 3805.62 ms
[2022-03-07 21:36:48 main:574] : INFO : Epoch 1884 | loss: 0.0312629 | val_loss: 0.0312105 | Time: 3746.74 ms
[2022-03-07 21:36:52 main:574] : INFO : Epoch 1885 | loss: 0.0311934 | val_loss: 0.0311796 | Time: 3963.95 ms
[2022-03-07 21:36:56 main:574] : INFO : Epoch 1886 | loss: 0.0311801 | val_loss: 0.0311747 | Time: 3971.19 ms
[2022-03-07 21:37:00 main:574] : INFO : Epoch 1887 | loss: 0.0311763 | val_loss: 0.0311738 | Time: 3928.94 ms
[2022-03-07 21:37:04 main:574] : INFO : Epoch 1888 | loss: 0.0311748 | val_loss: 0.0311716 | Time: 3845.69 ms
[2022-03-07 21:37:08 main:574] : INFO : Epoch 1889 | loss: 0.0311738 | val_loss: 0.031172 | Time: 3935.99 ms
[2022-03-07 21:37:12 main:574] : INFO : Epoch 1890 | loss: 0.0311731 | val_loss: 0.031172 | Time: 3976.85 ms
[2022-03-07 21:37:16 main:574] : INFO : Epoch 1891 | loss: 0.0311717 | val_loss: 0.0311703 | Time: 3959.5 ms
[2022-03-07 21:37:20 main:574] : INFO : Epoch 1892 | loss: 0.0311715 | val_loss: 0.0311709 | Time: 3819.6 ms
[2022-03-07 21:37:24 main:574] : INFO : Epoch 1893 | loss: 0.0311717 | val_loss: 0.0311733 | Time: 3990.16 ms
[2022-03-07 21:37:28 main:574] : INFO : Epoch 1894 | loss: 0.0311715 | val_loss: 0.0311709 | Time: 3994.66 ms
[2022-03-07 21:37:32 main:574] : INFO : Epoch 1895 | loss: 0.0311697 | val_loss: 0.0311709 | Time: 4255.88 ms
[2022-03-07 21:37:36 main:574] : INFO : Epoch 1896 | loss: 0.0311692 | val_loss: 0.0311698 | Time: 4336.37 ms
[2022-03-07 21:37:41 main:574] : INFO : Epoch 1897 | loss: 0.0311685 | val_loss: 0.0311699 | Time: 4687.96 ms
[2022-03-07 21:37:46 main:574] : INFO : Epoch 1898 | loss: 0.0311684 | val_loss: 0.0311719 | Time: 4501.62 ms
[2022-03-07 21:37:49 main:574] : INFO : Epoch 1899 | loss: 0.031168 | val_loss: 0.0311684 | Time: 3782.47 ms
[2022-03-07 21:37:53 main:574] : INFO : Epoch 1900 | loss: 0.0311677 | val_loss: 0.0311716 | Time: 3900.44 ms
[2022-03-07 21:37:57 main:574] : INFO : Epoch 1901 | loss: 0.0311683 | val_loss: 0.0311701 | Time: 4021.2 ms
[2022-03-07 21:38:01 main:574] : INFO : Epoch 1902 | loss: 0.031169 | val_loss: 0.0311701 | Time: 3895.44 ms
[2022-03-07 21:38:05 main:574] : INFO : Epoch 1903 | loss: 0.0311684 | val_loss: 0.0311691 | Time: 3669.22 ms
[2022-03-07 21:38:09 main:574] : INFO : Epoch 1904 | loss: 0.0311678 | val_loss: 0.031171 | Time: 3959.03 ms
[2022-03-07 21:38:13 main:574] : INFO : Epoch 1905 | loss: 0.0311696 | val_loss: 0.0311708 | Time: 3970.4 ms
[2022-03-07 21:38:16 main:574] : INFO : Epoch 1906 | loss: 0.031168 | val_loss: 0.0311682 | Time: 3678.84 ms
[2022-03-07 21:38:20 main:574] : INFO : Epoch 1907 | loss: 0.0311697 | val_loss: 0.0311704 | Time: 3523.52 ms
[2022-03-07 21:38:24 main:574] : INFO : Epoch 1908 | loss: 0.031171 | val_loss: 0.03117 | Time: 4283.55 ms
[2022-03-07 21:38:29 main:574] : INFO : Epoch 1909 | loss: 0.0311698 | val_loss: 0.0311705 | Time: 4274.78 ms
[2022-03-07 21:38:33 main:574] : INFO : Epoch 1910 | loss: 0.0311689 | val_loss: 0.0311711 | Time: 4693.35 ms
[2022-03-07 21:38:37 main:574] : INFO : Epoch 1911 | loss: 0.0311682 | val_loss: 0.0311702 | Time: 4074.28 ms
[2022-03-07 21:38:41 main:574] : INFO : Epoch 1912 | loss: 0.0311683 | val_loss: 0.031168 | Time: 3557.48 ms
[2022-03-07 21:38:44 main:574] : INFO : Epoch 1913 | loss: 0.0311677 | val_loss: 0.0311676 | Time: 3410.94 ms
[2022-03-07 21:38:48 main:574] : INFO : Epoch 1914 | loss: 0.0311676 | val_loss: 0.0311658 | Time: 3432.1 ms
[2022-03-07 21:38:51 main:574] : INFO : Epoch 1915 | loss: 0.0311704 | val_loss: 0.0311715 | Time: 3512.42 ms
[2022-03-07 21:38:55 main:574] : INFO : Epoch 1916 | loss: 0.0311684 | val_loss: 0.0311663 | Time: 3453.58 ms
[2022-03-07 21:38:58 main:574] : INFO : Epoch 1917 | loss: 0.0311675 | val_loss: 0.0311696 | Time: 3674.74 ms
[2022-03-07 21:39:02 main:574] : INFO : Epoch 1918 | loss: 0.0311665 | val_loss: 0.0311655 | Time: 3690.56 ms
[2022-03-07 21:39:06 main:574] : INFO : Epoch 1919 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 3505.03 ms
[2022-03-07 21:39:09 main:574] : INFO : Epoch 1920 | loss: 0.0311673 | val_loss: 0.0311665 | Time: 3627.46 ms
[2022-03-07 21:39:13 main:574] : INFO : Epoch 1921 | loss: 0.0311677 | val_loss: 0.0311667 | Time: 3464.77 ms
[2022-03-07 21:39:16 main:574] : INFO : Epoch 1922 | loss: 0.0311655 | val_loss: 0.0311673 | Time: 3573.57 ms
[2022-03-07 21:39:20 main:574] : INFO : Epoch 1923 | loss: 0.0311657 | val_loss: 0.0311677 | Time: 3566.95 ms
[2022-03-07 21:39:24 main:574] : INFO : Epoch 1924 | loss: 0.031165 | val_loss: 0.0311666 | Time: 3637.82 ms
[2022-03-07 21:39:27 main:574] : INFO : Epoch 1925 | loss: 0.031166 | val_loss: 0.0311678 | Time: 3606.81 ms
[2022-03-07 21:39:31 main:574] : INFO : Epoch 1926 | loss: 0.031167 | val_loss: 0.0311663 | Time: 3583.05 ms
[2022-03-07 21:39:34 main:574] : INFO : Epoch 1927 | loss: 0.031165 | val_loss: 0.0311669 | Time: 3564.74 ms
[2022-03-07 21:39:38 main:574] : INFO : Epoch 1928 | loss: 0.0311651 | val_loss: 0.0311662 | Time: 3576 ms
[2022-03-07 21:39:41 main:574] : INFO : Epoch 1929 | loss: 0.0311656 | val_loss: 0.0311676 | Time: 3571.22 ms
[2022-03-07 21:39:45 main:574] : INFO : Epoch 1930 | loss: 0.0311647 | val_loss: 0.0311665 | Time: 3544.87 ms
[2022-03-07 21:39:49 main:574] : INFO : Epoch 1931 | loss: 0.0311638 | val_loss: 0.0311662 | Time: 3613.13 ms
[2022-03-07 21:39:52 main:574] : INFO : Epoch 1932 | loss: 0.0311631 | val_loss: 0.0311683 | Time: 3563.35 ms
[2022-03-07 21:39:56 main:574] : INFO : Epoch 1933 | loss: 0.0311636 | val_loss: 0.0311678 | Time: 3616.39 ms
[2022-03-07 21:39:59 main:574] : INFO : Epoch 1934 | loss: 0.0311633 | val_loss: 0.031165 | Time: 3608.38 ms
[2022-03-07 21:40:03 main:574] : INFO : Epoch 1935 | loss: 0.0311623 | val_loss: 0.0311638 | Time: 3611.52 ms
[2022-03-07 21:40:07 main:574] : INFO : Epoch 1936 | loss: 0.0311625 | val_loss: 0.0311644 | Time: 3619.86 ms
[2022-03-07 21:40:10 main:574] : INFO : Epoch 1937 | loss: 0.0311633 | val_loss: 0.0311675 | Time: 3614.04 ms
[2022-03-07 21:40:14 main:574] : INFO : Epoch 1938 | loss: 0.0311635 | val_loss: 0.031166 | Time: 3642.35 ms
[2022-03-07 21:40:18 main:574] : INFO : Epoch 1939 | loss: 0.0311639 | val_loss: 0.0311729 | Time: 3579.85 ms
[2022-03-07 21:40:21 main:574] : INFO : Epoch 1940 | loss: 0.0311687 | val_loss: 0.0311725 | Time: 3665.78 ms
[2022-03-07 21:40:25 main:574] : INFO : Epoch 1941 | loss: 0.0311685 | val_loss: 0.0311684 | Time: 3602.37 ms
[2022-03-07 21:40:28 main:574] : INFO : Epoch 1942 | loss: 0.0311657 | val_loss: 0.0311679 | Time: 3623.77 ms
[2022-03-07 21:40:32 main:574] : INFO : Epoch 1943 | loss: 0.0311661 | val_loss: 0.0311718 | Time: 3649.37 ms
[2022-03-07 21:40:36 main:574] : INFO : Epoch 1944 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 3600.08 ms
[2022-03-07 21:40:39 main:574] : INFO : Epoch 1945 | loss: 0.0311657 | val_loss: 0.031169 | Time: 3504.2 ms
[2022-03-07 21:40:43 main:574] : INFO : Epoch 1946 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 3883.48 ms
[2022-03-07 21:40:47 main:574] : INFO : Epoch 1947 | loss: 0.031166 | val_loss: 0.0311698 | Time: 3713.88 ms
[2022-03-07 21:40:51 main:574] : INFO : Epoch 1948 | loss: 0.0311678 | val_loss: 0.0311685 | Time: 4150.02 ms
[2022-03-07 21:40:55 main:574] : INFO : Epoch 1949 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 4218.97 ms
[2022-03-07 21:40:59 main:574] : INFO : Epoch 1950 | loss: 0.0311712 | val_loss: 0.0311745 | Time: 3999.09 ms
[2022-03-07 21:41:03 main:574] : INFO : Epoch 1951 | loss: 0.0311699 | val_loss: 0.0311731 | Time: 4107.2 ms
[2022-03-07 21:41:07 main:574] : INFO : Epoch 1952 | loss: 0.0311703 | val_loss: 0.0311715 | Time: 4077.09 ms
[2022-03-07 21:41:11 main:574] : INFO : Epoch 1953 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 3934.71 ms
[2022-03-07 21:41:15 main:574] : INFO : Epoch 1954 | loss: 0.0311698 | val_loss: 0.0311727 | Time: 3554.77 ms
[2022-03-07 21:41:18 main:574] : INFO : Epoch 1955 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 3509.48 ms
[2022-03-07 21:41:22 main:574] : INFO : Epoch 1956 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 3607.58 ms
[2022-03-07 21:41:26 main:574] : INFO : Epoch 1957 | loss: 0.031168 | val_loss: 0.0311742 | Time: 3503.53 ms
[2022-03-07 21:41:29 main:574] : INFO : Epoch 1958 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 3513.35 ms
[2022-03-07 21:41:33 main:574] : INFO : Epoch 1959 | loss: 0.0311678 | val_loss: 0.031173 | Time: 3499.22 ms
[2022-03-07 21:41:36 main:574] : INFO : Epoch 1960 | loss: 0.0311697 | val_loss: 0.0311742 | Time: 3573.12 ms
[2022-03-07 21:41:40 main:574] : INFO : Epoch 1961 | loss: 0.0311704 | val_loss: 0.031172 | Time: 3734.9 ms
[2022-03-07 21:41:44 main:574] : INFO : Epoch 1962 | loss: 0.0311706 | val_loss: 0.0311719 | Time: 3642.32 ms
[2022-03-07 21:41:47 main:574] : INFO : Epoch 1963 | loss: 0.0311782 | val_loss: 0.0311938 | Time: 3591.62 ms
[2022-03-07 21:41:51 main:574] : INFO : Epoch 1964 | loss: 0.0311919 | val_loss: 0.0311937 | Time: 3657.03 ms
[2022-03-07 21:41:54 main:574] : INFO : Epoch 1965 | loss: 0.0311916 | val_loss: 0.0311964 | Time: 3600.84 ms
[2022-03-07 21:41:58 main:574] : INFO : Epoch 1966 | loss: 0.0311971 | val_loss: 0.0312003 | Time: 3513.28 ms
[2022-03-07 21:42:02 main:574] : INFO : Epoch 1967 | loss: 0.0311954 | val_loss: 0.0312017 | Time: 3675.39 ms
[2022-03-07 21:42:05 main:574] : INFO : Epoch 1968 | loss: 0.0312005 | val_loss: 0.0312078 | Time: 3584.08 ms
[2022-03-07 21:42:09 main:574] : INFO : Epoch 1969 | loss: 0.0312073 | val_loss: 0.0312091 | Time: 3599.32 ms
[2022-03-07 21:42:13 main:574] : INFO : Epoch 1970 | loss: 0.0312056 | val_loss: 0.0312094 | Time: 3657.87 ms
[2022-03-07 21:42:16 main:574] : INFO : Epoch 1971 | loss: 0.0312062 | val_loss: 0.0312122 | Time: 3523.54 ms
[2022-03-07 21:42:20 main:574] : INFO : Epoch 1972 | loss: 0.0312084 | val_loss: 0.0312081 | Time: 3534.34 ms
[2022-03-07 21:42:23 main:574] : INFO : Epoch 1973 | loss: 0.0312057 | val_loss: 0.031206 | Time: 3575.03 ms
[2022-03-07 21:42:27 main:574] : INFO : Epoch 1974 | loss: 0.0312102 | val_loss: 0.0312098 | Time: 3541.27 ms
[2022-03-07 21:42:30 main:574] : INFO : Epoch 1975 | loss: 0.0312082 | val_loss: 0.031206 | Time: 3636.84 ms
[2022-03-07 21:42:34 main:574] : INFO : Epoch 1976 | loss: 0.031206 | val_loss: 0.0312052 | Time: 3535.11 ms
[2022-03-07 21:42:37 main:574] : INFO : Epoch 1977 | loss: 0.0312039 | val_loss: 0.0312055 | Time: 3605.74 ms
[2022-03-07 21:42:41 main:574] : INFO : Epoch 1978 | loss: 0.0312029 | val_loss: 0.0312025 | Time: 3591.84 ms
[2022-03-07 21:42:45 main:574] : INFO : Epoch 1979 | loss: 0.0312016 | val_loss: 0.0312033 | Time: 3601.67 ms
[2022-03-07 21:42:48 main:574] : INFO : Epoch 1980 | loss: 0.0312007 | val_loss: 0.0312037 | Time: 3631.32 ms
[2022-03-07 21:42:52 main:574] : INFO : Epoch 1981 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 3518.63 ms
[2022-03-07 21:42:55 main:574] : INFO : Epoch 1982 | loss: 0.0312 | val_loss: 0.0312013 | Time: 3487.55 ms
[2022-03-07 21:42:59 main:574] : INFO : Epoch 1983 | loss: 0.0311991 | val_loss: 0.0312004 | Time: 3580.9 ms
[2022-03-07 21:43:02 main:574] : INFO : Epoch 1984 | loss: 0.0311992 | val_loss: 0.0312 | Time: 3517.49 ms
[2022-03-07 21:43:06 main:574] : INFO : Epoch 1985 | loss: 0.031198 | val_loss: 0.0312002 | Time: 3519.92 ms
[2022-03-07 21:43:10 main:574] : INFO : Epoch 1986 | loss: 0.031198 | val_loss: 0.031199 | Time: 3606.44 ms
[2022-03-07 21:43:13 main:574] : INFO : Epoch 1987 | loss: 0.0311974 | val_loss: 0.0311985 | Time: 3562.09 ms
[2022-03-07 21:43:17 main:574] : INFO : Epoch 1988 | loss: 0.031196 | val_loss: 0.0311989 | Time: 3572.44 ms
[2022-03-07 21:43:20 main:574] : INFO : Epoch 1989 | loss: 0.0311952 | val_loss: 0.0311987 | Time: 3484.39 ms
[2022-03-07 21:43:24 main:574] : INFO : Epoch 1990 | loss: 0.0311969 | val_loss: 0.0311987 | Time: 3655.79 ms
[2022-03-07 21:43:28 main:574] : INFO : Epoch 1991 | loss: 0.0311951 | val_loss: 0.0311977 | Time: 3599.69 ms
[2022-03-07 21:43:31 main:574] : INFO : Epoch 1992 | loss: 0.031195 | val_loss: 0.0311984 | Time: 3720.78 ms
[2022-03-07 21:43:35 main:574] : INFO : Epoch 1993 | loss: 0.0311957 | val_loss: 0.0311976 | Time: 3508.17 ms
[2022-03-07 21:43:38 main:574] : INFO : Epoch 1994 | loss: 0.0311951 | val_loss: 0.0311981 | Time: 3512.71 ms
[2022-03-07 21:43:42 main:574] : INFO : Epoch 1995 | loss: 0.0311948 | val_loss: 0.0311982 | Time: 3615.91 ms
[2022-03-07 21:43:45 main:574] : INFO : Epoch 1996 | loss: 0.0311961 | val_loss: 0.0312027 | Time: 3515.65 ms
[2022-03-07 21:43:49 main:574] : INFO : Epoch 1997 | loss: 0.0311957 | val_loss: 0.0311985 | Time: 3562.58 ms
[2022-03-07 21:43:53 main:574] : INFO : Epoch 1998 | loss: 0.0311949 | val_loss: 0.0311977 | Time: 3633.92 ms
[2022-03-07 21:43:56 main:574] : INFO : Epoch 1999 | loss: 0.0311947 | val_loss: 0.0311972 | Time: 3600.08 ms
[2022-03-07 21:44:00 main:574] : INFO : Epoch 2000 | loss: 0.0311951 | val_loss: 0.0311981 | Time: 3549.97 ms
[2022-03-07 21:44:03 main:574] : INFO : Epoch 2001 | loss: 0.0311958 | val_loss: 0.0312001 | Time: 3612.21 ms
[2022-03-07 21:44:07 main:574] : INFO : Epoch 2002 | loss: 0.0311945 | val_loss: 0.031198 | Time: 3638.78 ms
[2022-03-07 21:44:11 main:574] : INFO : Epoch 2003 | loss: 0.0311945 | val_loss: 0.0311988 | Time: 3590.14 ms
[2022-03-07 21:44:14 main:574] : INFO : Epoch 2004 | loss: 0.0311941 | val_loss: 0.0311966 | Time: 3614.25 ms
[2022-03-07 21:44:18 main:574] : INFO : Epoch 2005 | loss: 0.0311938 | val_loss: 0.0311975 | Time: 3617.56 ms
[2022-03-07 21:44:22 main:574] : INFO : Epoch 2006 | loss: 0.0311927 | val_loss: 0.0311953 | Time: 3621.77 ms
[2022-03-07 21:44:25 main:574] : INFO : Epoch 2007 | loss: 0.0311933 | val_loss: 0.0311969 | Time: 3558.55 ms
[2022-03-07 21:44:29 main:574] : INFO : Epoch 2008 | loss: 0.0311937 | val_loss: 0.0311982 | Time: 3643.21 ms
[2022-03-07 21:44:32 main:574] : INFO : Epoch 2009 | loss: 0.0311938 | val_loss: 0.0311991 | Time: 3569.77 ms
[2022-03-07 21:44:36 main:574] : INFO : Epoch 2010 | loss: 0.0311947 | val_loss: 0.0311957 | Time: 3571.97 ms
[2022-03-07 21:44:39 main:574] : INFO : Epoch 2011 | loss: 0.0311936 | val_loss: 0.0311939 | Time: 3520.44 ms
[2022-03-07 21:44:43 main:574] : INFO : Epoch 2012 | loss: 0.0311933 | val_loss: 0.0311952 | Time: 3624.66 ms
[2022-03-07 21:44:47 main:574] : INFO : Epoch 2013 | loss: 0.0311938 | val_loss: 0.0311948 | Time: 3574.8 ms
[2022-03-07 21:44:50 main:574] : INFO : Epoch 2014 | loss: 0.0311932 | val_loss: 0.0311954 | Time: 3521.91 ms
[2022-03-07 21:44:54 main:574] : INFO : Epoch 2015 | loss: 0.0311928 | val_loss: 0.031196 | Time: 3586.21 ms
[2022-03-07 21:44:57 main:574] : INFO : Epoch 2016 | loss: 0.0311932 | val_loss: 0.0311951 | Time: 3554.97 ms
[2022-03-07 21:45:01 main:574] : INFO : Epoch 2017 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 3512.04 ms
[2022-03-07 21:45:04 main:574] : INFO : Epoch 2018 | loss: 0.0311928 | val_loss: 0.0311955 | Time: 3545.87 ms
[2022-03-07 21:45:08 main:574] : INFO : Epoch 2019 | loss: 0.0311918 | val_loss: 0.0311945 | Time: 3532.84 ms
[2022-03-07 21:45:12 main:574] : INFO : Epoch 2020 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 3478.42 ms
[2022-03-07 21:45:15 main:574] : INFO : Epoch 2021 | loss: 0.031197 | val_loss: 0.0311961 | Time: 3532.46 ms
[2022-03-07 21:45:19 main:574] : INFO : Epoch 2022 | loss: 0.0311969 | val_loss: 0.0311944 | Time: 3489.91 ms
[2022-03-07 21:45:22 main:574] : INFO : Epoch 2023 | loss: 0.0311943 | val_loss: 0.0311941 | Time: 3558.16 ms
[2022-03-07 21:45:26 main:574] : INFO : Epoch 2024 | loss: 0.0311944 | val_loss: 0.0311959 | Time: 3585.91 ms
[2022-03-07 21:45:29 main:574] : INFO : Epoch 2025 | loss: 0.0311937 | val_loss: 0.0311949 | Time: 3638.28 ms
[2022-03-07 21:45:33 main:574] : INFO : Epoch 2026 | loss: 0.0311937 | val_loss: 0.0311946 | Time: 3502.17 ms
[2022-03-07 21:45:36 main:574] : INFO : Epoch 2027 | loss: 0.0311937 | val_loss: 0.0311997 | Time: 3570.98 ms
[2022-03-07 21:45:40 main:574] : INFO : Epoch 2028 | loss: 0.0311941 | val_loss: 0.0311934 | Time: 3781.63 ms
[2022-03-07 21:45:44 main:574] : INFO : Epoch 2029 | loss: 0.0311926 | val_loss: 0.0311944 | Time: 3717.84 ms
[2022-03-07 21:45:48 main:574] : INFO : Epoch 2030 | loss: 0.0311917 | val_loss: 0.0311931 | Time: 3689.84 ms
[2022-03-07 21:45:51 main:574] : INFO : Epoch 2031 | loss: 0.0311921 | val_loss: 0.0311941 | Time: 3704.02 ms
[2022-03-07 21:45:55 main:574] : INFO : Epoch 2032 | loss: 0.0311918 | val_loss: 0.0311928 | Time: 3552.61 ms
[2022-03-07 21:45:59 main:574] : INFO : Epoch 2033 | loss: 0.031191 | val_loss: 0.031193 | Time: 3727.66 ms
[2022-03-07 21:46:02 main:574] : INFO : Epoch 2034 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 3465.94 ms
[2022-03-07 21:46:06 main:574] : INFO : Epoch 2035 | loss: 0.0311926 | val_loss: 0.0311958 | Time: 3563.74 ms
[2022-03-07 21:46:09 main:574] : INFO : Epoch 2036 | loss: 0.0311932 | val_loss: 0.031195 | Time: 3613.57 ms
[2022-03-07 21:46:13 main:574] : INFO : Epoch 2037 | loss: 0.0311927 | val_loss: 0.0311944 | Time: 3623.8 ms
[2022-03-07 21:46:17 main:574] : INFO : Epoch 2038 | loss: 0.031193 | val_loss: 0.0311953 | Time: 3597.32 ms
[2022-03-07 21:46:20 main:574] : INFO : Epoch 2039 | loss: 0.0311914 | val_loss: 0.0311949 | Time: 3579.41 ms
[2022-03-07 21:46:24 main:574] : INFO : Epoch 2040 | loss: 0.0311909 | val_loss: 0.0311946 | Time: 3585.96 ms
[2022-03-07 21:46:27 main:574] : INFO : Epoch 2041 | loss: 0.0311908 | val_loss: 0.0311936 | Time: 3443.01 ms
[2022-03-07 21:46:31 main:574] : INFO : Epoch 2042 | loss: 0.0311907 | val_loss: 0.0311935 | Time: 3478.27 ms
[2022-03-07 21:46:34 main:574] : INFO : Epoch 2043 | loss: 0.0311929 | val_loss: 0.0311952 | Time: 3446.68 ms
[2022-03-07 21:46:38 main:574] : INFO : Epoch 2044 | loss: 0.0311933 | val_loss: 0.0311954 | Time: 3557.22 ms
[2022-03-07 21:46:41 main:574] : INFO : Epoch 2045 | loss: 0.0311925 | val_loss: 0.0311933 | Time: 3581.54 ms
[2022-03-07 21:46:45 main:574] : INFO : Epoch 2046 | loss: 0.0311917 | val_loss: 0.0311933 | Time: 3685.2 ms
[2022-03-07 21:46:49 main:574] : INFO : Epoch 2047 | loss: 0.0311906 | val_loss: 0.0311936 | Time: 3562.87 ms
[2022-03-07 21:46:52 main:574] : INFO : Epoch 2048 | loss: 0.0311902 | val_loss: 0.0311941 | Time: 3566.74 ms
[2022-03-07 21:46:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311941
[2022-03-07 21:46:52 main:603] : INFO : Saving end state to config to file
[2022-03-07 21:46:52 main:608] : INFO : Success, exiting..
21:46:52 (13324): 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)