Task 14627157
| Name | ParityModified-1647040766-32741-2-0_3 |
| Workunit | 10617158 |
| Created | 20 Apr 2022, 14:30:53 UTC |
| Sent | 20 Apr 2022, 14:31:12 UTC |
| Report deadline | 28 Apr 2022, 14:31:12 UTC |
| Received | 21 Apr 2022, 5:11:10 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5890 |
| Run time | 1 hours 56 min 4 sec |
| CPU time | 1 hours 55 min 53 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,508.69 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> Epoch 1540 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 3756.72 ms [2022-04-21 01:20:24 main:574] : INFO : Epoch 1541 | loss: 0.0311703 | val_loss: 0.031174 | Time: 3439.95 ms [2022-04-21 01:20:28 main:574] : INFO : Epoch 1542 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 3538.73 ms [2022-04-21 01:20:31 main:574] : INFO : Epoch 1543 | loss: 0.0311687 | val_loss: 0.031176 | Time: 3702.71 ms [2022-04-21 01:20:35 main:574] : INFO : Epoch 1544 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 3918.69 ms [2022-04-21 01:20:39 main:574] : INFO : Epoch 1545 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 3479.82 ms [2022-04-21 01:20:43 main:574] : INFO : Epoch 1546 | loss: 0.031168 | val_loss: 0.0311779 | Time: 4001.53 ms [2022-04-21 01:20:47 main:574] : INFO : Epoch 1547 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 3687.63 ms [2022-04-21 01:20:50 main:574] : INFO : Epoch 1548 | loss: 0.0311674 | val_loss: 0.031176 | Time: 3682.92 ms [2022-04-21 01:20:54 main:574] : INFO : Epoch 1549 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 3789.63 ms [2022-04-21 01:20:58 main:574] : INFO : Epoch 1550 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 3577.41 ms [2022-04-21 01:21:01 main:574] : INFO : Epoch 1551 | loss: 0.0311667 | val_loss: 0.0311742 | Time: 3744.12 ms [2022-04-21 01:21:05 main:574] : INFO : Epoch 1552 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 3652.06 ms [2022-04-21 01:21:09 main:574] : INFO : Epoch 1553 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 3662.16 ms [2022-04-21 01:21:12 main:574] : INFO : Epoch 1554 | loss: 0.0311666 | val_loss: 0.0311791 | Time: 3657.96 ms [2022-04-21 01:21:16 main:574] : INFO : Epoch 1555 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 3913.94 ms [2022-04-21 01:21:20 main:574] : INFO : Epoch 1556 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 3720.15 ms [2022-04-21 01:21:24 main:574] : INFO : Epoch 1557 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 3712.78 ms [2022-04-21 01:21:27 main:574] : INFO : Epoch 1558 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 3570.24 ms [2022-04-21 01:21:31 main:574] : INFO : Epoch 1559 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 3515.37 ms [2022-04-21 01:21:35 main:574] : INFO : Epoch 1560 | loss: 0.031166 | val_loss: 0.0311759 | Time: 3917.73 ms [2022-04-21 01:21:38 main:574] : INFO : Epoch 1561 | loss: 0.0311655 | val_loss: 0.031176 | Time: 3585.53 ms [2022-04-21 01:21:42 main:574] : INFO : Epoch 1562 | loss: 0.031165 | val_loss: 0.0311743 | Time: 3647.09 ms [2022-04-21 01:21:46 main:574] : INFO : Epoch 1563 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 3599.85 ms [2022-04-21 01:21:49 main:574] : INFO : Epoch 1564 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 3727.49 ms [2022-04-21 01:21:53 main:574] : INFO : Epoch 1565 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 3775.07 ms [2022-04-21 01:21:57 main:574] : INFO : Epoch 1566 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 3903.7 ms [2022-04-21 01:22:01 main:574] : INFO : Epoch 1567 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 3625.12 ms [2022-04-21 01:22:04 main:574] : INFO : Epoch 1568 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 3685.85 ms [2022-04-21 01:22:08 main:574] : INFO : Epoch 1569 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 3988.76 ms [2022-04-21 01:22:12 main:574] : INFO : Epoch 1570 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 3796.12 ms [2022-04-21 01:22:16 main:574] : INFO : Epoch 1571 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 3908.75 ms [2022-04-21 01:22:20 main:574] : INFO : Epoch 1572 | loss: 0.03117 | val_loss: 0.0311731 | Time: 3617.96 ms [2022-04-21 01:22:23 main:574] : INFO : Epoch 1573 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 3618.27 ms [2022-04-21 01:22:27 main:574] : INFO : Epoch 1574 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 3717.09 ms [2022-04-21 01:22:31 main:574] : INFO : Epoch 1575 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 3540.95 ms [2022-04-21 01:22:35 main:574] : INFO : Epoch 1576 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 3922.65 ms [2022-04-21 01:22:38 main:574] : INFO : Epoch 1577 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 3734.91 ms [2022-04-21 01:22:42 main:574] : INFO : Epoch 1578 | loss: 0.0311705 | val_loss: 0.0311778 | Time: 3760.74 ms [2022-04-21 01:22:46 main:574] : INFO : Epoch 1579 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 3654.29 ms [2022-04-21 01:22:50 main:574] : INFO : Epoch 1580 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 3801.46 ms [2022-04-21 01:22:53 main:574] : INFO : Epoch 1581 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 3563.12 ms [2022-04-21 01:22:57 main:574] : INFO : Epoch 1582 | loss: 0.0311704 | val_loss: 0.0311751 | Time: 3866.14 ms [2022-04-21 01:23:01 main:574] : INFO : Epoch 1583 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 3768.88 ms [2022-04-21 01:23:04 main:574] : INFO : Epoch 1584 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 3532.94 ms [2022-04-21 01:23:08 main:574] : INFO : Epoch 1585 | loss: 0.0311706 | val_loss: 0.0311728 | Time: 3608.17 ms [2022-04-21 01:23:12 main:574] : INFO : Epoch 1586 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 3860.49 ms [2022-04-21 01:23:15 main:574] : INFO : Epoch 1587 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 3607.08 ms [2022-04-21 01:23:19 main:574] : INFO : Epoch 1588 | loss: 0.031171 | val_loss: 0.0311732 | Time: 3466.86 ms [2022-04-21 01:23:23 main:574] : INFO : Epoch 1589 | loss: 0.0311706 | val_loss: 0.0311744 | Time: 3613.07 ms [2022-04-21 01:23:26 main:574] : INFO : Epoch 1590 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 3491.05 ms [2022-04-21 01:23:30 main:574] : INFO : Epoch 1591 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 3485.23 ms [2022-04-21 01:23:33 main:574] : INFO : Epoch 1592 | loss: 0.0311696 | val_loss: 0.0311743 | Time: 3458.09 ms [2022-04-21 01:23:37 main:574] : INFO : Epoch 1593 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 3895.96 ms [2022-04-21 01:23:40 main:574] : INFO : Epoch 1594 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 3584.39 ms [2022-04-21 01:23:44 main:574] : INFO : Epoch 1595 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 3748.13 ms [2022-04-21 01:23:48 main:574] : INFO : Epoch 1596 | loss: 0.0311691 | val_loss: 0.0311761 | Time: 3474.67 ms [2022-04-21 01:23:51 main:574] : INFO : Epoch 1597 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 3582.19 ms [2022-04-21 01:23:55 main:574] : INFO : Epoch 1598 | loss: 0.0311672 | val_loss: 0.031173 | Time: 3804.75 ms [2022-04-21 01:23:59 main:574] : INFO : Epoch 1599 | loss: 0.0311671 | val_loss: 0.0311725 | Time: 3500.01 ms [2022-04-21 01:24:02 main:574] : INFO : Epoch 1600 | loss: 0.0311673 | val_loss: 0.0311736 | Time: 3578.12 ms [2022-04-21 01:24:06 main:574] : INFO : Epoch 1601 | loss: 0.0311657 | val_loss: 0.031173 | Time: 3802.37 ms [2022-04-21 01:24:10 main:574] : INFO : Epoch 1602 | loss: 0.0311664 | val_loss: 0.031173 | Time: 3513.7 ms [2022-04-21 01:24:13 main:574] : INFO : Epoch 1603 | loss: 0.031166 | val_loss: 0.0311727 | Time: 3593.13 ms [2022-04-21 01:24:17 main:574] : INFO : Epoch 1604 | loss: 0.0311665 | val_loss: 0.031174 | Time: 3630.14 ms [2022-04-21 01:24:20 main:574] : INFO : Epoch 1605 | loss: 0.0311659 | val_loss: 0.031173 | Time: 3470.35 ms [2022-04-21 01:24:24 main:574] : INFO : Epoch 1606 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 3630.61 ms [2022-04-21 01:24:27 main:574] : INFO : Epoch 1607 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 3569.8 ms [2022-04-21 01:24:31 main:574] : INFO : Epoch 1608 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 3524.66 ms [2022-04-21 01:24:35 main:574] : INFO : Epoch 1609 | loss: 0.031163 | val_loss: 0.0311726 | Time: 3782.26 ms [2022-04-21 01:24:38 main:574] : INFO : Epoch 1610 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 3495.22 ms [2022-04-21 01:24:42 main:574] : INFO : Epoch 1611 | loss: 0.0311639 | val_loss: 0.031172 | Time: 3437.44 ms [2022-04-21 01:24:45 main:574] : INFO : Epoch 1612 | loss: 0.0311643 | val_loss: 0.0311745 | Time: 3539.73 ms [2022-04-21 01:24:49 main:574] : INFO : Epoch 1613 | loss: 0.031165 | val_loss: 0.0311739 | Time: 3714.99 ms [2022-04-21 01:24:52 main:574] : INFO : Epoch 1614 | loss: 0.0311656 | val_loss: 0.0311755 | Time: 3433.83 ms [2022-04-21 01:24:56 main:574] : INFO : Epoch 1615 | loss: 0.0311655 | val_loss: 0.031174 | Time: 3544.2 ms [2022-04-21 01:25:00 main:574] : INFO : Epoch 1616 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 3761.73 ms [2022-04-21 01:25:03 main:574] : INFO : Epoch 1617 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 3607.1 ms [2022-04-21 01:25:07 main:574] : INFO : Epoch 1618 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 3654.87 ms [2022-04-21 01:25:11 main:574] : INFO : Epoch 1619 | loss: 0.0311673 | val_loss: 0.031174 | Time: 3594.42 ms [2022-04-21 01:25:14 main:574] : INFO : Epoch 1620 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 3777.96 ms [2022-04-21 01:25:18 main:574] : INFO : Epoch 1621 | loss: 0.031166 | val_loss: 0.0311713 | Time: 3772.71 ms [2022-04-21 01:25:22 main:574] : INFO : Epoch 1622 | loss: 0.031165 | val_loss: 0.0311763 | Time: 3372.53 ms [2022-04-21 01:25:25 main:574] : INFO : Epoch 1623 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 3542.89 ms [2022-04-21 01:25:29 main:574] : INFO : Epoch 1624 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 3645.96 ms [2022-04-21 01:25:32 main:574] : INFO : Epoch 1625 | loss: 0.0311726 | val_loss: 0.0311844 | Time: 3607.24 ms [2022-04-21 01:25:36 main:574] : INFO : Epoch 1626 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 3985.33 ms [2022-04-21 01:25:40 main:574] : INFO : Epoch 1627 | loss: 0.03117 | val_loss: 0.031179 | Time: 3651.23 ms [2022-04-21 01:25:44 main:574] : INFO : Epoch 1628 | loss: 0.03117 | val_loss: 0.0311742 | Time: 4034.71 ms [2022-04-21 01:25:48 main:574] : INFO : Epoch 1629 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 3465.98 ms [2022-04-21 01:25:51 main:574] : INFO : Epoch 1630 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 3828.5 ms [2022-04-21 01:25:55 main:574] : INFO : Epoch 1631 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 3589.63 ms [2022-04-21 01:25:59 main:574] : INFO : Epoch 1632 | loss: 0.031169 | val_loss: 0.0311752 | Time: 3671.65 ms [2022-04-21 01:26:02 main:574] : INFO : Epoch 1633 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 3611.03 ms [2022-04-21 01:26:06 main:574] : INFO : Epoch 1634 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 3596.9 ms [2022-04-21 01:26:10 main:574] : INFO : Epoch 1635 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 3589.97 ms [2022-04-21 01:26:13 main:574] : INFO : Epoch 1636 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 3773.47 ms [2022-04-21 01:26:17 main:574] : INFO : Epoch 1637 | loss: 0.0311683 | val_loss: 0.031172 | Time: 3922.79 ms [2022-04-21 01:26:21 main:574] : INFO : Epoch 1638 | loss: 0.031167 | val_loss: 0.031176 | Time: 3553.63 ms [2022-04-21 01:26:24 main:574] : INFO : Epoch 1639 | loss: 0.031167 | val_loss: 0.0311769 | Time: 3659.4 ms [2022-04-21 01:26:28 main:574] : INFO : Epoch 1640 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 3536.55 ms [2022-04-21 01:26:32 main:574] : INFO : Epoch 1641 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 3558.07 ms [2022-04-21 01:26:35 main:574] : INFO : Epoch 1642 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 3633.22 ms [2022-04-21 01:26:39 main:574] : INFO : Epoch 1643 | loss: 0.0311653 | val_loss: 0.0311732 | Time: 3758.81 ms [2022-04-21 01:26:43 main:574] : INFO : Epoch 1644 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 3803.5 ms [2022-04-21 01:26:47 main:574] : INFO : Epoch 1645 | loss: 0.0311719 | val_loss: 0.0311775 | Time: 3719.24 ms [2022-04-21 01:26:50 main:574] : INFO : Epoch 1646 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 3649.51 ms [2022-04-21 01:26:54 main:574] : INFO : Epoch 1647 | loss: 0.0311691 | val_loss: 0.0311736 | Time: 3525.42 ms [2022-04-21 01:26:58 main:574] : INFO : Epoch 1648 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 3915.55 ms [2022-04-21 01:27:01 main:574] : INFO : Epoch 1649 | loss: 0.0311651 | val_loss: 0.031179 | Time: 3635.59 ms [2022-04-21 01:27:05 main:574] : INFO : Epoch 1650 | loss: 0.0311649 | val_loss: 0.0311781 | Time: 3587.59 ms [2022-04-21 01:27:09 main:574] : INFO : Epoch 1651 | loss: 0.0311645 | val_loss: 0.0311755 | Time: 3898.26 ms [2022-04-21 01:27:12 main:574] : INFO : Epoch 1652 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 3704.54 ms [2022-04-21 01:27:16 main:574] : INFO : Epoch 1653 | loss: 0.0311646 | val_loss: 0.0311775 | Time: 3832.46 ms [2022-04-21 01:27:20 main:574] : INFO : Epoch 1654 | loss: 0.0311679 | val_loss: 0.0311771 | Time: 3882.43 ms [2022-04-21 01:27:24 main:574] : INFO : Epoch 1655 | loss: 0.0311657 | val_loss: 0.0311726 | Time: 3684.24 ms [2022-04-21 01:27:28 main:574] : INFO : Epoch 1656 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 3712.58 ms [2022-04-21 01:27:31 main:574] : INFO : Epoch 1657 | loss: 0.0311633 | val_loss: 0.0311732 | Time: 3579.87 ms [2022-04-21 01:27:35 main:574] : INFO : Epoch 1658 | loss: 0.031164 | val_loss: 0.0311749 | Time: 3510.27 ms [2022-04-21 01:27:39 main:574] : INFO : Epoch 1659 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 3844.58 ms [2022-04-21 01:27:42 main:574] : INFO : Epoch 1660 | loss: 0.0311626 | val_loss: 0.031173 | Time: 3677.53 ms [2022-04-21 01:27:46 main:574] : INFO : Epoch 1661 | loss: 0.0311631 | val_loss: 0.0311748 | Time: 3628.87 ms [2022-04-21 01:27:50 main:574] : INFO : Epoch 1662 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 3583.42 ms [2022-04-21 01:27:53 main:574] : INFO : Epoch 1663 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 3637.55 ms [2022-04-21 01:27:57 main:574] : INFO : Epoch 1664 | loss: 0.0311632 | val_loss: 0.0311751 | Time: 4092.61 ms [2022-04-21 01:28:01 main:574] : INFO : Epoch 1665 | loss: 0.0311643 | val_loss: 0.0311786 | Time: 3830 ms [2022-04-21 01:28:05 main:574] : INFO : Epoch 1666 | loss: 0.0311636 | val_loss: 0.0311786 | Time: 3598.91 ms [2022-04-21 01:28:08 main:574] : INFO : Epoch 1667 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 3737.15 ms [2022-04-21 01:28:12 main:574] : INFO : Epoch 1668 | loss: 0.0311689 | val_loss: 0.0311815 | Time: 3456.25 ms [2022-04-21 01:28:16 main:574] : INFO : Epoch 1669 | loss: 0.0311676 | val_loss: 0.0311786 | Time: 3601.76 ms [2022-04-21 01:28:19 main:574] : INFO : Epoch 1670 | loss: 0.0311648 | val_loss: 0.0311769 | Time: 3677.73 ms [2022-04-21 01:28:23 main:574] : INFO : Epoch 1671 | loss: 0.0311628 | val_loss: 0.0311766 | Time: 3482.99 ms [2022-04-21 01:28:26 main:574] : INFO : Epoch 1672 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 3632.35 ms [2022-04-21 01:28:30 main:574] : INFO : Epoch 1673 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 3520.72 ms [2022-04-21 01:28:34 main:574] : INFO : Epoch 1674 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 3739.67 ms [2022-04-21 01:28:37 main:574] : INFO : Epoch 1675 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 3877.98 ms [2022-04-21 01:28:41 main:574] : INFO : Epoch 1676 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 3527.14 ms [2022-04-21 01:28:45 main:574] : INFO : Epoch 1677 | loss: 0.031169 | val_loss: 0.0311772 | Time: 3490.97 ms [2022-04-21 01:28:48 main:574] : INFO : Epoch 1678 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 3563.49 ms [2022-04-21 01:28:52 main:574] : INFO : Epoch 1679 | loss: 0.0311674 | val_loss: 0.031177 | Time: 3522.39 ms [2022-04-21 01:28:55 main:574] : INFO : Epoch 1680 | loss: 0.0311668 | val_loss: 0.0311769 | Time: 3573.47 ms [2022-04-21 01:28:59 main:574] : INFO : Epoch 1681 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 3781.72 ms [2022-04-21 01:29:03 main:574] : INFO : Epoch 1682 | loss: 0.0311665 | val_loss: 0.0311781 | Time: 3516.2 ms [2022-04-21 01:29:06 main:574] : INFO : Epoch 1683 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 3550.33 ms [2022-04-21 01:29:10 main:574] : INFO : Epoch 1684 | loss: 0.0311666 | val_loss: 0.0311753 | Time: 3630.93 ms [2022-04-21 01:29:13 main:574] : INFO : Epoch 1685 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 3471.76 ms [2022-04-21 01:29:17 main:574] : INFO : Epoch 1686 | loss: 0.0311662 | val_loss: 0.0311804 | Time: 3456.43 ms [2022-04-21 01:29:20 main:574] : INFO : Epoch 1687 | loss: 0.0311656 | val_loss: 0.0311752 | Time: 3700.55 ms [2022-04-21 01:29:24 main:574] : INFO : Epoch 1688 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 3551.02 ms [2022-04-21 01:29:28 main:574] : INFO : Epoch 1689 | loss: 0.0311664 | val_loss: 0.0311802 | Time: 3637.92 ms [2022-04-21 01:29:31 main:574] : INFO : Epoch 1690 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 3543.09 ms [2022-04-21 01:29:35 main:574] : INFO : Epoch 1691 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 3656.74 ms [2022-04-21 01:29:39 main:574] : INFO : Epoch 1692 | loss: 0.0311683 | val_loss: 0.031179 | Time: 3772.17 ms [2022-04-21 01:29:42 main:574] : INFO : Epoch 1693 | loss: 0.0311705 | val_loss: 0.031178 | Time: 3634.5 ms [2022-04-21 01:29:46 main:574] : INFO : Epoch 1694 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 3684.12 ms [2022-04-21 01:29:50 main:574] : INFO : Epoch 1695 | loss: 0.0311673 | val_loss: 0.0311742 | Time: 3513.22 ms [2022-04-21 01:29:53 main:574] : INFO : Epoch 1696 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 3604.53 ms [2022-04-21 01:29:57 main:574] : INFO : Epoch 1697 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 3660.4 ms [2022-04-21 01:30:01 main:574] : INFO : Epoch 1698 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 3830.04 ms [2022-04-21 01:30:04 main:574] : INFO : Epoch 1699 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 3622.18 ms [2022-04-21 01:30:08 main:574] : INFO : Epoch 1700 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 3497.4 ms [2022-04-21 01:30:11 main:574] : INFO : Epoch 1701 | loss: 0.0311677 | val_loss: 0.0311784 | Time: 3608.87 ms [2022-04-21 01:30:15 main:574] : INFO : Epoch 1702 | loss: 0.0311706 | val_loss: 0.0311816 | Time: 3669.5 ms [2022-04-21 01:30:19 main:574] : INFO : Epoch 1703 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 3892.06 ms [2022-04-21 01:30:23 main:574] : INFO : Epoch 1704 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 3730.68 ms [2022-04-21 01:30:26 main:574] : INFO : Epoch 1705 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 3648.6 ms [2022-04-21 01:30:30 main:574] : INFO : Epoch 1706 | loss: 0.031168 | val_loss: 0.0311731 | Time: 3621.33 ms [2022-04-21 01:30:34 main:574] : INFO : Epoch 1707 | loss: 0.0311697 | val_loss: 0.031181 | Time: 3610.36 ms [2022-04-21 01:30:37 main:574] : INFO : Epoch 1708 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 3711.82 ms [2022-04-21 01:30:41 main:574] : INFO : Epoch 1709 | loss: 0.031169 | val_loss: 0.0311783 | Time: 3890.03 ms [2022-04-21 01:30:45 main:574] : INFO : Epoch 1710 | loss: 0.031168 | val_loss: 0.031175 | Time: 3791.63 ms [2022-04-21 01:30:49 main:574] : INFO : Epoch 1711 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 3722.82 ms [2022-04-21 01:30:52 main:574] : INFO : Epoch 1712 | loss: 0.031169 | val_loss: 0.0311752 | Time: 3598.09 ms [2022-04-21 01:30:56 main:574] : INFO : Epoch 1713 | loss: 0.0311686 | val_loss: 0.0311715 | Time: 3641.25 ms [2022-04-21 01:31:00 main:574] : INFO : Epoch 1714 | loss: 0.0311687 | val_loss: 0.0311788 | Time: 3859.71 ms [2022-04-21 01:31:04 main:574] : INFO : Epoch 1715 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 3578.12 ms [2022-04-21 01:31:07 main:574] : INFO : Epoch 1716 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 3725.22 ms [2022-04-21 01:31:11 main:574] : INFO : Epoch 1717 | loss: 0.031176 | val_loss: 0.0311796 | Time: 3625 ms [2022-04-21 01:31:15 main:574] : INFO : Epoch 1718 | loss: 0.0311764 | val_loss: 0.0311781 | Time: 3618.82 ms [2022-04-21 01:31:18 main:574] : INFO : Epoch 1719 | loss: 0.0311727 | val_loss: 0.0311776 | Time: 3707.62 ms [2022-04-21 01:31:22 main:574] : INFO : Epoch 1720 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 3879.67 ms [2022-04-21 01:31:26 main:574] : INFO : Epoch 1721 | loss: 0.031171 | val_loss: 0.0311748 | Time: 3641.74 ms [2022-04-21 01:31:29 main:574] : INFO : Epoch 1722 | loss: 0.0311703 | val_loss: 0.031174 | Time: 3596.99 ms [2022-04-21 01:31:33 main:574] : INFO : Epoch 1723 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 3755.85 ms [2022-04-21 01:31:37 main:574] : INFO : Epoch 1724 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 3570.33 ms [2022-04-21 01:31:41 main:574] : INFO : Epoch 1725 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 3809.49 ms [2022-04-21 01:31:44 main:574] : INFO : Epoch 1726 | loss: 0.0311681 | val_loss: 0.0311748 | Time: 3652.36 ms [2022-04-21 01:31:48 main:574] : INFO : Epoch 1727 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 3752.57 ms [2022-04-21 01:31:52 main:574] : INFO : Epoch 1728 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 3537.5 ms [2022-04-21 01:31:55 main:574] : INFO : Epoch 1729 | loss: 0.03117 | val_loss: 0.031178 | Time: 3709.86 ms [2022-04-21 01:31:59 main:574] : INFO : Epoch 1730 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 3490.61 ms [2022-04-21 01:32:02 main:574] : INFO : Epoch 1731 | loss: 0.031166 | val_loss: 0.0311763 | Time: 3691.52 ms [2022-04-21 01:32:06 main:574] : INFO : Epoch 1732 | loss: 0.0311661 | val_loss: 0.0311748 | Time: 3452.69 ms [2022-04-21 01:32:09 main:574] : INFO : Epoch 1733 | loss: 0.0311658 | val_loss: 0.0311747 | Time: 3533.23 ms [2022-04-21 01:32:13 main:574] : INFO : Epoch 1734 | loss: 0.031165 | val_loss: 0.0311739 | Time: 3510.27 ms [2022-04-21 01:32:16 main:574] : INFO : Epoch 1735 | loss: 0.0311653 | val_loss: 0.0311761 | Time: 3446.86 ms [2022-04-21 01:32:20 main:574] : INFO : Epoch 1736 | loss: 0.0311655 | val_loss: 0.0311744 | Time: 3689.05 ms [2022-04-21 01:32:24 main:574] : INFO : Epoch 1737 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 3484.17 ms [2022-04-21 01:32:27 main:574] : INFO : Epoch 1738 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 3415.51 ms [2022-04-21 01:32:31 main:574] : INFO : Epoch 1739 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 3600.54 ms [2022-04-21 01:32:34 main:574] : INFO : Epoch 1740 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 3629.34 ms [2022-04-21 01:32:38 main:574] : INFO : Epoch 1741 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 3570.32 ms [2022-04-21 01:32:42 main:574] : INFO : Epoch 1742 | loss: 0.0311638 | val_loss: 0.031175 | Time: 3727.7 ms [2022-04-21 01:32:45 main:574] : INFO : Epoch 1743 | loss: 0.0311632 | val_loss: 0.0311755 | Time: 3774.51 ms [2022-04-21 01:32:49 main:574] : INFO : Epoch 1744 | loss: 0.0311629 | val_loss: 0.0311762 | Time: 3557.27 ms [2022-04-21 01:32:53 main:574] : INFO : Epoch 1745 | loss: 0.031164 | val_loss: 0.0311756 | Time: 3594.8 ms [2022-04-21 01:32:56 main:574] : INFO : Epoch 1746 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 3635.33 ms [2022-04-21 01:33:00 main:574] : INFO : Epoch 1747 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 3735.24 ms [2022-04-21 01:33:04 main:574] : INFO : Epoch 1748 | loss: 0.0311638 | val_loss: 0.0311763 | Time: 3888.7 ms [2022-04-21 01:33:07 main:574] : INFO : Epoch 1749 | loss: 0.0311636 | val_loss: 0.0311748 | Time: 3576.17 ms [2022-04-21 01:33:11 main:574] : INFO : Epoch 1750 | loss: 0.0311626 | val_loss: 0.0311746 | Time: 3863.99 ms [2022-04-21 01:33:15 main:574] : INFO : Epoch 1751 | loss: 0.0311651 | val_loss: 0.0311767 | Time: 3546.71 ms [2022-04-21 01:33:18 main:574] : INFO : Epoch 1752 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 3582.56 ms [2022-04-21 01:33:22 main:574] : INFO : Epoch 1753 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 3733.91 ms [2022-04-21 01:33:26 main:574] : INFO : Epoch 1754 | loss: 0.0311709 | val_loss: 0.0311786 | Time: 3502.79 ms [2022-04-21 01:33:29 main:574] : INFO : Epoch 1755 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 3543.45 ms [2022-04-21 01:33:33 main:574] : INFO : Epoch 1756 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 3636.51 ms [2022-04-21 01:33:36 main:574] : INFO : Epoch 1757 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 3510.67 ms [2022-04-21 01:33:40 main:574] : INFO : Epoch 1758 | loss: 0.0311654 | val_loss: 0.031172 | Time: 3602.43 ms [2022-04-21 01:33:44 main:574] : INFO : Epoch 1759 | loss: 0.0311626 | val_loss: 0.031171 | Time: 3812.72 ms [2022-04-21 01:33:47 main:574] : INFO : Epoch 1760 | loss: 0.031163 | val_loss: 0.0311718 | Time: 3334.84 ms [2022-04-21 01:33:51 main:574] : INFO : Epoch 1761 | loss: 0.0311622 | val_loss: 0.0311732 | Time: 3763.69 ms [2022-04-21 01:33:55 main:574] : INFO : Epoch 1762 | loss: 0.0311642 | val_loss: 0.0311777 | Time: 3615.13 ms [2022-04-21 01:33:58 main:574] : INFO : Epoch 1763 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 3804.52 ms [2022-04-21 01:34:02 main:574] : INFO : Epoch 1764 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 3863.23 ms [2022-04-21 01:34:06 main:574] : INFO : Epoch 1765 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 3586.26 ms [2022-04-21 01:34:10 main:574] : INFO : Epoch 1766 | loss: 0.031163 | val_loss: 0.0311743 | Time: 3669.43 ms [2022-04-21 01:34:13 main:574] : INFO : Epoch 1767 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 3450.19 ms [2022-04-21 01:34:17 main:574] : INFO : Epoch 1768 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 3640.46 ms [2022-04-21 01:34:20 main:574] : INFO : Epoch 1769 | loss: 0.0311645 | val_loss: 0.0311806 | Time: 3542.5 ms [2022-04-21 01:34:24 main:574] : INFO : Epoch 1770 | loss: 0.0311662 | val_loss: 0.0311733 | Time: 3743.39 ms [2022-04-21 01:34:28 main:574] : INFO : Epoch 1771 | loss: 0.0311653 | val_loss: 0.0311735 | Time: 3602.04 ms [2022-04-21 01:34:31 main:574] : INFO : Epoch 1772 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 3617.23 ms [2022-04-21 01:34:35 main:574] : INFO : Epoch 1773 | loss: 0.0311639 | val_loss: 0.0311726 | Time: 3639.49 ms [2022-04-21 01:34:39 main:574] : INFO : Epoch 1774 | loss: 0.0311628 | val_loss: 0.0311716 | Time: 3749 ms [2022-04-21 01:34:42 main:574] : INFO : Epoch 1775 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 3872.36 ms [2022-04-21 01:34:46 main:574] : INFO : Epoch 1776 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 3610.47 ms [2022-04-21 01:34:50 main:574] : INFO : Epoch 1777 | loss: 0.0311643 | val_loss: 0.0311746 | Time: 3623.48 ms [2022-04-21 01:34:53 main:574] : INFO : Epoch 1778 | loss: 0.0311645 | val_loss: 0.0311776 | Time: 3612.74 ms [2022-04-21 01:34:57 main:574] : INFO : Epoch 1779 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 3745.99 ms [2022-04-21 01:35:01 main:574] : INFO : Epoch 1780 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 3613.09 ms [2022-04-21 01:35:05 main:574] : INFO : Epoch 1781 | loss: 0.0311627 | val_loss: 0.031173 | Time: 3886.57 ms [2022-04-21 01:35:08 main:574] : INFO : Epoch 1782 | loss: 0.0311642 | val_loss: 0.0311777 | Time: 3719.32 ms [2022-04-21 01:35:12 main:574] : INFO : Epoch 1783 | loss: 0.031175 | val_loss: 0.031181 | Time: 3681.8 ms [2022-04-21 01:35:16 main:574] : INFO : Epoch 1784 | loss: 0.031177 | val_loss: 0.0311804 | Time: 3609.98 ms [2022-04-21 01:35:19 main:574] : INFO : Epoch 1785 | loss: 0.0311771 | val_loss: 0.0311758 | Time: 3653.7 ms [2022-04-21 01:35:23 main:574] : INFO : Epoch 1786 | loss: 0.0311758 | val_loss: 0.0311771 | Time: 3984.84 ms [2022-04-21 01:35:27 main:574] : INFO : Epoch 1787 | loss: 0.0311768 | val_loss: 0.0311751 | Time: 3701.62 ms [2022-04-21 01:35:31 main:574] : INFO : Epoch 1788 | loss: 0.031176 | val_loss: 0.0311824 | Time: 3588.95 ms [2022-04-21 01:35:34 main:574] : INFO : Epoch 1789 | loss: 0.0311752 | val_loss: 0.0311743 | Time: 3629.49 ms [2022-04-21 01:35:38 main:574] : INFO : Epoch 1790 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 3553.27 ms [2022-04-21 01:35:41 main:574] : INFO : Epoch 1791 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 3633.84 ms [2022-04-21 01:35:46 main:574] : INFO : Epoch 1792 | loss: 0.0311702 | val_loss: 0.0311743 | Time: 4398.27 ms [2022-04-21 01:35:50 main:574] : INFO : Epoch 1793 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 3954.55 ms [2022-04-21 01:35:53 main:574] : INFO : Epoch 1794 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 3470.15 ms [2022-04-21 01:35:57 main:574] : INFO : Epoch 1795 | loss: 0.0311703 | val_loss: 0.0311719 | Time: 3473.21 ms [2022-04-21 01:36:00 main:574] : INFO : Epoch 1796 | loss: 0.0311708 | val_loss: 0.0311728 | Time: 3548.74 ms [2022-04-21 01:36:04 main:574] : INFO : Epoch 1797 | loss: 0.0311701 | val_loss: 0.0311728 | Time: 3935.43 ms [2022-04-21 01:36:08 main:574] : INFO : Epoch 1798 | loss: 0.0311708 | val_loss: 0.0311723 | Time: 3774.17 ms [2022-04-21 01:36:12 main:574] : INFO : Epoch 1799 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 3628.3 ms [2022-04-21 01:36:15 main:574] : INFO : Epoch 1800 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 3427.46 ms [2022-04-21 01:36:19 main:574] : INFO : Epoch 1801 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 3635.6 ms [2022-04-21 01:36:23 main:574] : INFO : Epoch 1802 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 3844.65 ms [2022-04-21 01:36:26 main:574] : INFO : Epoch 1803 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 3577.41 ms [2022-04-21 01:36:30 main:574] : INFO : Epoch 1804 | loss: 0.0311678 | val_loss: 0.0311741 | Time: 3505.97 ms [2022-04-21 01:36:34 main:574] : INFO : Epoch 1805 | loss: 0.0311675 | val_loss: 0.0311728 | Time: 3830.97 ms [2022-04-21 01:36:37 main:574] : INFO : Epoch 1806 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 3741.53 ms [2022-04-21 01:36:41 main:574] : INFO : Epoch 1807 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 3531.14 ms [2022-04-21 01:36:45 main:574] : INFO : Epoch 1808 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 3822.87 ms [2022-04-21 01:36:48 main:574] : INFO : Epoch 1809 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 3668.79 ms [2022-04-21 01:36:52 main:574] : INFO : Epoch 1810 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 3591.65 ms [2022-04-21 01:36:55 main:574] : INFO : Epoch 1811 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 3517.04 ms [2022-04-21 01:36:59 main:574] : INFO : Epoch 1812 | loss: 0.031166 | val_loss: 0.0311738 | Time: 3451.4 ms [2022-04-21 01:37:02 main:574] : INFO : Epoch 1813 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 3512.48 ms [2022-04-21 01:37:06 main:574] : INFO : Epoch 1814 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 3792.47 ms [2022-04-21 01:37:10 main:574] : INFO : Epoch 1815 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 3585.49 ms [2022-04-21 01:37:14 main:574] : INFO : Epoch 1816 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 3820.22 ms [2022-04-21 01:37:17 main:574] : INFO : Epoch 1817 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 3473.88 ms [2022-04-21 01:37:21 main:574] : INFO : Epoch 1818 | loss: 0.0311684 | val_loss: 0.031174 | Time: 3771.43 ms [2022-04-21 01:37:25 main:574] : INFO : Epoch 1819 | loss: 0.0311686 | val_loss: 0.0311738 | Time: 3916.1 ms [2022-04-21 01:37:28 main:574] : INFO : Epoch 1820 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 3602.19 ms [2022-04-21 01:37:32 main:574] : INFO : Epoch 1821 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 3703.55 ms [2022-04-21 01:37:36 main:574] : INFO : Epoch 1822 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 3439.51 ms [2022-04-21 01:37:39 main:574] : INFO : Epoch 1823 | loss: 0.0311662 | val_loss: 0.0311748 | Time: 3507.46 ms [2022-04-21 01:37:43 main:574] : INFO : Epoch 1824 | loss: 0.0311689 | val_loss: 0.0311721 | Time: 3505.02 ms [2022-04-21 01:37:46 main:574] : INFO : Epoch 1825 | loss: 0.0311673 | val_loss: 0.0311749 | Time: 3656.76 ms [2022-04-21 01:37:50 main:574] : INFO : Epoch 1826 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 3856.94 ms [2022-04-21 01:37:54 main:574] : INFO : Epoch 1827 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 3652.64 ms [2022-04-21 01:37:57 main:574] : INFO : Epoch 1828 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 3593.16 ms [2022-04-21 01:38:01 main:574] : INFO : Epoch 1829 | loss: 0.0311687 | val_loss: 0.0311757 | Time: 3490.63 ms [2022-04-21 01:38:05 main:574] : INFO : Epoch 1830 | loss: 0.0311683 | val_loss: 0.0311702 | Time: 3853.36 ms [2022-04-21 01:38:08 main:574] : INFO : Epoch 1831 | loss: 0.0311667 | val_loss: 0.0311696 | Time: 3505.53 ms [2022-04-21 01:38:12 main:574] : INFO : Epoch 1832 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 3724.31 ms [2022-04-21 01:38:16 main:574] : INFO : Epoch 1833 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 3858.01 ms [2022-04-21 01:38:20 main:574] : INFO : Epoch 1834 | loss: 0.031166 | val_loss: 0.0311726 | Time: 3679.52 ms [2022-04-21 01:38:23 main:574] : INFO : Epoch 1835 | loss: 0.0311698 | val_loss: 0.0311768 | Time: 3584.26 ms [2022-04-21 01:38:27 main:574] : INFO : Epoch 1836 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 3808.51 ms [2022-04-21 01:38:31 main:574] : INFO : Epoch 1837 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 3674.81 ms [2022-04-21 01:38:34 main:574] : INFO : Epoch 1838 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 3497.27 ms [2022-04-21 01:38:38 main:574] : INFO : Epoch 1839 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 3662.42 ms [2022-04-21 01:38:41 main:574] : INFO : Epoch 1840 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 3552.88 ms [2022-04-21 01:38:45 main:574] : INFO : Epoch 1841 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 3723.52 ms [2022-04-21 01:38:49 main:574] : INFO : Epoch 1842 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 3575.27 ms [2022-04-21 01:38:53 main:574] : INFO : Epoch 1843 | loss: 0.0311756 | val_loss: 0.031176 | Time: 3912.89 ms [2022-04-21 01:38:56 main:574] : INFO : Epoch 1844 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 3758.22 ms [2022-04-21 01:39:00 main:574] : INFO : Epoch 1845 | loss: 0.0311717 | val_loss: 0.0311762 | Time: 3700.87 ms [2022-04-21 01:39:04 main:574] : INFO : Epoch 1846 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 3773.83 ms [2022-04-21 01:39:07 main:574] : INFO : Epoch 1847 | loss: 0.0311735 | val_loss: 0.031174 | Time: 3558.1 ms [2022-04-21 01:39:11 main:574] : INFO : Epoch 1848 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 3457.58 ms [2022-04-21 01:39:14 main:574] : INFO : Epoch 1849 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 3499.23 ms [2022-04-21 01:39:18 main:574] : INFO : Epoch 1850 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 3456.56 ms [2022-04-21 01:39:21 main:574] : INFO : Epoch 1851 | loss: 0.0311788 | val_loss: 0.0311777 | Time: 3432.94 ms [2022-04-21 01:39:25 main:574] : INFO : Epoch 1852 | loss: 0.0311804 | val_loss: 0.0311767 | Time: 3632.44 ms [2022-04-21 01:39:29 main:574] : INFO : Epoch 1853 | loss: 0.03118 | val_loss: 0.0311782 | Time: 3552.56 ms [2022-04-21 01:39:32 main:574] : INFO : Epoch 1854 | loss: 0.031182 | val_loss: 0.0311808 | Time: 3630.28 ms [2022-04-21 01:39:36 main:574] : INFO : Epoch 1855 | loss: 0.0311835 | val_loss: 0.0311851 | Time: 3558.54 ms [2022-04-21 01:39:39 main:574] : INFO : Epoch 1856 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 3478.98 ms [2022-04-21 01:39:43 main:574] : INFO : Epoch 1857 | loss: 0.0311862 | val_loss: 0.0311854 | Time: 3615.08 ms [2022-04-21 01:39:47 main:574] : INFO : Epoch 1858 | loss: 0.0311831 | val_loss: 0.0311812 | Time: 3812.56 ms [2022-04-21 01:39:50 main:574] : INFO : Epoch 1859 | loss: 0.0311815 | val_loss: 0.03118 | Time: 3635.44 ms [2022-04-21 01:39:54 main:574] : INFO : Epoch 1860 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 3621.23 ms [2022-04-21 01:39:58 main:574] : INFO : Epoch 1861 | loss: 0.0311781 | val_loss: 0.0311793 | Time: 3473.6 ms [2022-04-21 01:40:01 main:574] : INFO : Epoch 1862 | loss: 0.0311795 | val_loss: 0.031178 | Time: 3643.97 ms [2022-04-21 01:40:05 main:574] : INFO : Epoch 1863 | loss: 0.0311786 | val_loss: 0.0311759 | Time: 4003.22 ms [2022-04-21 01:40:09 main:574] : INFO : Epoch 1864 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 3747.04 ms [2022-04-21 01:40:13 main:574] : INFO : Epoch 1865 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 3586.51 ms [2022-04-21 01:40:16 main:574] : INFO : Epoch 1866 | loss: 0.0311768 | val_loss: 0.0311829 | Time: 3675.66 ms [2022-04-21 01:40:20 main:574] : INFO : Epoch 1867 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 3489.42 ms [2022-04-21 01:40:23 main:574] : INFO : Epoch 1868 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 3560.11 ms [2022-04-21 01:40:27 main:574] : INFO : Epoch 1869 | loss: 0.0311789 | val_loss: 0.0311775 | Time: 3832.19 ms [2022-04-21 01:40:31 main:574] : INFO : Epoch 1870 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 3573.52 ms [2022-04-21 01:40:34 main:574] : INFO : Epoch 1871 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 3648.52 ms [2022-04-21 01:40:38 main:574] : INFO : Epoch 1872 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 3592.45 ms [2022-04-21 01:40:42 main:574] : INFO : Epoch 1873 | loss: 0.0311756 | val_loss: 0.031178 | Time: 3454.41 ms [2022-04-21 01:40:45 main:574] : INFO : Epoch 1874 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 3862.62 ms [2022-04-21 01:40:49 main:574] : INFO : Epoch 1875 | loss: 0.0311766 | val_loss: 0.0311776 | Time: 3603.67 ms [2022-04-21 01:40:53 main:574] : INFO : Epoch 1876 | loss: 0.031176 | val_loss: 0.0311823 | Time: 3531.71 ms [2022-04-21 01:40:56 main:574] : INFO : Epoch 1877 | loss: 0.031185 | val_loss: 0.0311871 | Time: 3584.63 ms [2022-04-21 01:41:00 main:574] : INFO : Epoch 1878 | loss: 0.0311891 | val_loss: 0.0311869 | Time: 3523.4 ms [2022-04-21 01:41:03 main:574] : INFO : Epoch 1879 | loss: 0.0311877 | val_loss: 0.0311845 | Time: 3596.07 ms [2022-04-21 01:41:07 main:574] : INFO : Epoch 1880 | loss: 0.0311862 | val_loss: 0.0311837 | Time: 3797.46 ms [2022-04-21 01:41:11 main:574] : INFO : Epoch 1881 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 3497.16 ms [2022-04-21 01:41:14 main:574] : INFO : Epoch 1882 | loss: 0.0311843 | val_loss: 0.031182 | Time: 3675.98 ms [2022-04-21 01:41:18 main:574] : INFO : Epoch 1883 | loss: 0.0311827 | val_loss: 0.0311812 | Time: 3468.08 ms [2022-04-21 01:41:21 main:574] : INFO : Epoch 1884 | loss: 0.0311847 | val_loss: 0.0311885 | Time: 3522.63 ms [2022-04-21 01:41:25 main:574] : INFO : Epoch 1885 | loss: 0.0311891 | val_loss: 0.0311929 | Time: 3685.07 ms [2022-04-21 01:41:29 main:574] : INFO : Epoch 1886 | loss: 0.0311887 | val_loss: 0.0311887 | Time: 3979.99 ms [2022-04-21 01:41:33 main:574] : INFO : Epoch 1887 | loss: 0.0311869 | val_loss: 0.0311876 | Time: 3678.72 ms [2022-04-21 01:41:36 main:574] : INFO : Epoch 1888 | loss: 0.0311853 | val_loss: 0.031186 | Time: 3527.92 ms [2022-04-21 01:41:40 main:574] : INFO : Epoch 1889 | loss: 0.031185 | val_loss: 0.0311834 | Time: 3568 ms [2022-04-21 01:41:43 main:574] : INFO : Epoch 1890 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 3558.74 ms [2022-04-21 01:41:47 main:574] : INFO : Epoch 1891 | loss: 0.031184 | val_loss: 0.031189 | Time: 3743.45 ms [2022-04-21 01:41:51 main:574] : INFO : Epoch 1892 | loss: 0.0311831 | val_loss: 0.0311851 | Time: 3444.14 ms [2022-04-21 01:41:54 main:574] : INFO : Epoch 1893 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 3465.82 ms [2022-04-21 01:41:58 main:574] : INFO : Epoch 1894 | loss: 0.031182 | val_loss: 0.0311842 | Time: 3640.25 ms [2022-04-21 01:42:01 main:574] : INFO : Epoch 1895 | loss: 0.0311813 | val_loss: 0.0311823 | Time: 3669.84 ms [2022-04-21 01:42:05 main:574] : INFO : Epoch 1896 | loss: 0.0311792 | val_loss: 0.0311871 | Time: 3493.05 ms [2022-04-21 01:42:09 main:574] : INFO : Epoch 1897 | loss: 0.0311792 | val_loss: 0.0311818 | Time: 3735.64 ms [2022-04-21 01:42:12 main:574] : INFO : Epoch 1898 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 3653.14 ms [2022-04-21 01:42:16 main:574] : INFO : Epoch 1899 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 3519.7 ms [2022-04-21 01:42:19 main:574] : INFO : Epoch 1900 | loss: 0.0311784 | val_loss: 0.0311803 | Time: 3486.82 ms [2022-04-21 01:42:23 main:574] : INFO : Epoch 1901 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 3725.38 ms [2022-04-21 01:42:27 main:574] : INFO : Epoch 1902 | loss: 0.0311779 | val_loss: 0.0311828 | Time: 3526.56 ms [2022-04-21 01:42:30 main:574] : INFO : Epoch 1903 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 3737.66 ms [2022-04-21 01:42:34 main:574] : INFO : Epoch 1904 | loss: 0.031179 | val_loss: 0.0311875 | Time: 3627.36 ms [2022-04-21 01:42:38 main:574] : INFO : Epoch 1905 | loss: 0.0311803 | val_loss: 0.0311882 | Time: 3740.28 ms [2022-04-21 01:42:41 main:574] : INFO : Epoch 1906 | loss: 0.0311792 | val_loss: 0.031179 | Time: 3337.8 ms [2022-04-21 01:42:45 main:574] : INFO : Epoch 1907 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 4018.77 ms [2022-04-21 01:42:49 main:574] : INFO : Epoch 1908 | loss: 0.031177 | val_loss: 0.0311788 | Time: 3918.38 ms [2022-04-21 01:42:52 main:574] : INFO : Epoch 1909 | loss: 0.031178 | val_loss: 0.031183 | Time: 3561.13 ms [2022-04-21 01:42:56 main:574] : INFO : Epoch 1910 | loss: 0.031178 | val_loss: 0.0311784 | Time: 3380.26 ms [2022-04-21 01:43:00 main:574] : INFO : Epoch 1911 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 3907.37 ms [2022-04-21 01:43:04 main:574] : INFO : Epoch 1912 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 3933.04 ms [2022-04-21 01:43:07 main:574] : INFO : Epoch 1913 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 3428.43 ms [2022-04-21 01:43:11 main:574] : INFO : Epoch 1914 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 3805.55 ms [2022-04-21 01:43:15 main:574] : INFO : Epoch 1915 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 3702.81 ms [2022-04-21 01:43:18 main:574] : INFO : Epoch 1916 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 3475.59 ms [2022-04-21 01:43:22 main:574] : INFO : Epoch 1917 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 3721.17 ms [2022-04-21 01:43:26 main:574] : INFO : Epoch 1918 | loss: 0.0311785 | val_loss: 0.0311827 | Time: 3557.37 ms [2022-04-21 01:43:29 main:574] : INFO : Epoch 1919 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 3704.8 ms [2022-04-21 01:43:33 main:574] : INFO : Epoch 1920 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 3610.71 ms [2022-04-21 01:43:36 main:574] : INFO : Epoch 1921 | loss: 0.0311783 | val_loss: 0.0311786 | Time: 3617.61 ms [2022-04-21 01:43:40 main:574] : INFO : Epoch 1922 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 3649.27 ms [2022-04-21 01:43:44 main:574] : INFO : Epoch 1923 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 3484.76 ms [2022-04-21 01:43:47 main:574] : INFO : Epoch 1924 | loss: 0.0311755 | val_loss: 0.0311818 | Time: 3637.98 ms [2022-04-21 01:43:51 main:574] : INFO : Epoch 1925 | loss: 0.0311741 | val_loss: 0.0311807 | Time: 3722.89 ms [2022-04-21 01:43:55 main:574] : INFO : Epoch 1926 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 3521.67 ms [2022-04-21 01:43:58 main:574] : INFO : Epoch 1927 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 3497.1 ms [2022-04-21 01:44:02 main:574] : INFO : Epoch 1928 | loss: 0.0311738 | val_loss: 0.031183 | Time: 3547.01 ms [2022-04-21 01:44:05 main:574] : INFO : Epoch 1929 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 3605.49 ms [2022-04-21 01:44:09 main:574] : INFO : Epoch 1930 | loss: 0.031174 | val_loss: 0.0311818 | Time: 3552.7 ms [2022-04-21 01:44:13 main:574] : INFO : Epoch 1931 | loss: 0.0311737 | val_loss: 0.031184 | Time: 4006.33 ms [2022-04-21 01:44:17 main:574] : INFO : Epoch 1932 | loss: 0.0311733 | val_loss: 0.0311838 | Time: 3857.4 ms [2022-04-21 01:44:20 main:574] : INFO : Epoch 1933 | loss: 0.0311731 | val_loss: 0.0311803 | Time: 3545.11 ms [2022-04-21 01:44:24 main:574] : INFO : Epoch 1934 | loss: 0.0311738 | val_loss: 0.0311872 | Time: 3488.07 ms [2022-04-21 01:44:27 main:574] : INFO : Epoch 1935 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 3550.42 ms [2022-04-21 01:44:31 main:574] : INFO : Epoch 1936 | loss: 0.0311737 | val_loss: 0.031188 | Time: 3670.7 ms [2022-04-21 01:44:34 main:574] : INFO : Epoch 1937 | loss: 0.0311749 | val_loss: 0.0311842 | Time: 3457.44 ms [2022-04-21 01:44:38 main:574] : INFO : Epoch 1938 | loss: 0.0311753 | val_loss: 0.0311808 | Time: 3541.54 ms [2022-04-21 01:44:41 main:574] : INFO : Epoch 1939 | loss: 0.0311747 | val_loss: 0.0311797 | Time: 3460.61 ms [2022-04-21 01:44:45 main:574] : INFO : Epoch 1940 | loss: 0.031173 | val_loss: 0.0311791 | Time: 3431.05 ms [2022-04-21 01:44:48 main:574] : INFO : Epoch 1941 | loss: 0.0311724 | val_loss: 0.0311796 | Time: 3480.82 ms [2022-04-21 01:44:52 main:574] : INFO : Epoch 1942 | loss: 0.031172 | val_loss: 0.0311818 | Time: 3915.59 ms [2022-04-21 01:44:56 main:574] : INFO : Epoch 1943 | loss: 0.0311714 | val_loss: 0.0311811 | Time: 3503.17 ms [2022-04-21 01:44:59 main:574] : INFO : Epoch 1944 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 3647.41 ms [2022-04-21 01:45:03 main:574] : INFO : Epoch 1945 | loss: 0.0311717 | val_loss: 0.0311809 | Time: 3541.6 ms [2022-04-21 01:45:06 main:574] : INFO : Epoch 1946 | loss: 0.0311735 | val_loss: 0.0311807 | Time: 3482.42 ms [2022-04-21 01:45:10 main:574] : INFO : Epoch 1947 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 3741.38 ms [2022-04-21 01:45:14 main:574] : INFO : Epoch 1948 | loss: 0.0311768 | val_loss: 0.03118 | Time: 3670.29 ms [2022-04-21 01:45:17 main:574] : INFO : Epoch 1949 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 3574.26 ms [2022-04-21 01:45:21 main:574] : INFO : Epoch 1950 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 3508.33 ms [2022-04-21 01:45:25 main:574] : INFO : Epoch 1951 | loss: 0.0311755 | val_loss: 0.0311875 | Time: 3575.37 ms [2022-04-21 01:45:28 main:574] : INFO : Epoch 1952 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 3537.32 ms [2022-04-21 01:45:32 main:574] : INFO : Epoch 1953 | loss: 0.0311772 | val_loss: 0.0311919 | Time: 3624.96 ms [2022-04-21 01:45:35 main:574] : INFO : Epoch 1954 | loss: 0.0311752 | val_loss: 0.031186 | Time: 3401.04 ms [2022-04-21 01:45:39 main:574] : INFO : Epoch 1955 | loss: 0.031174 | val_loss: 0.0311826 | Time: 3682.1 ms [2022-04-21 01:45:43 main:574] : INFO : Epoch 1956 | loss: 0.0311727 | val_loss: 0.0311818 | Time: 3787.84 ms [2022-04-21 01:45:46 main:574] : INFO : Epoch 1957 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 3528.24 ms [2022-04-21 01:45:50 main:574] : INFO : Epoch 1958 | loss: 0.0311736 | val_loss: 0.031179 | Time: 3630.45 ms [2022-04-21 01:45:54 main:574] : INFO : Epoch 1959 | loss: 0.0311779 | val_loss: 0.0311879 | Time: 3933.89 ms [2022-04-21 01:45:57 main:574] : INFO : Epoch 1960 | loss: 0.031191 | val_loss: 0.0311885 | Time: 3600.14 ms [2022-04-21 01:46:01 main:574] : INFO : Epoch 1961 | loss: 0.0311909 | val_loss: 0.031188 | Time: 3524.95 ms [2022-04-21 01:46:04 main:574] : INFO : Epoch 1962 | loss: 0.0311888 | val_loss: 0.0311889 | Time: 3567.27 ms [2022-04-21 01:46:08 main:574] : INFO : Epoch 1963 | loss: 0.0311884 | val_loss: 0.0311884 | Time: 3523.09 ms [2022-04-21 01:46:12 main:574] : INFO : Epoch 1964 | loss: 0.0311884 | val_loss: 0.031188 | Time: 4006.15 ms [2022-04-21 01:46:16 main:574] : INFO : Epoch 1965 | loss: 0.0311881 | val_loss: 0.0311869 | Time: 3604.26 ms [2022-04-21 01:46:19 main:574] : INFO : Epoch 1966 | loss: 0.0311862 | val_loss: 0.0311892 | Time: 3630.29 ms [2022-04-21 01:46:23 main:574] : INFO : Epoch 1967 | loss: 0.0311851 | val_loss: 0.0311892 | Time: 3835.36 ms [2022-04-21 01:46:27 main:574] : INFO : Epoch 1968 | loss: 0.0311848 | val_loss: 0.031186 | Time: 3735.46 ms [2022-04-21 01:46:30 main:574] : INFO : Epoch 1969 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 3585.29 ms [2022-04-21 01:46:34 main:574] : INFO : Epoch 1970 | loss: 0.0311842 | val_loss: 0.0311875 | Time: 3774.81 ms [2022-04-21 01:46:38 main:574] : INFO : Epoch 1971 | loss: 0.0311844 | val_loss: 0.0311869 | Time: 3558.24 ms [2022-04-21 01:46:41 main:574] : INFO : Epoch 1972 | loss: 0.0311859 | val_loss: 0.0311886 | Time: 3703.58 ms [2022-04-21 01:46:45 main:574] : INFO : Epoch 1973 | loss: 0.0311844 | val_loss: 0.0311925 | Time: 3590.87 ms [2022-04-21 01:46:49 main:574] : INFO : Epoch 1974 | loss: 0.0311844 | val_loss: 0.0311939 | Time: 3593.46 ms [2022-04-21 01:46:53 main:574] : INFO : Epoch 1975 | loss: 0.0311833 | val_loss: 0.0311915 | Time: 3833.36 ms [2022-04-21 01:46:56 main:574] : INFO : Epoch 1976 | loss: 0.0311834 | val_loss: 0.031195 | Time: 3789.73 ms [2022-04-21 01:47:00 main:574] : INFO : Epoch 1977 | loss: 0.0311829 | val_loss: 0.0311955 | Time: 3659.89 ms [2022-04-21 01:47:04 main:574] : INFO : Epoch 1978 | loss: 0.031185 | val_loss: 0.0311946 | Time: 3690.91 ms [2022-04-21 01:47:07 main:574] : INFO : Epoch 1979 | loss: 0.0311846 | val_loss: 0.0311987 | Time: 3781.25 ms [2022-04-21 01:47:11 main:574] : INFO : Epoch 1980 | loss: 0.0311829 | val_loss: 0.0311977 | Time: 3891.99 ms [2022-04-21 01:47:15 main:574] : INFO : Epoch 1981 | loss: 0.0311823 | val_loss: 0.0311982 | Time: 3655.15 ms [2022-04-21 01:47:19 main:574] : INFO : Epoch 1982 | loss: 0.0311825 | val_loss: 0.0311928 | Time: 3733.36 ms [2022-04-21 01:47:23 main:574] : INFO : Epoch 1983 | loss: 0.031182 | val_loss: 0.0311937 | Time: 3780.79 ms [2022-04-21 01:47:26 main:574] : INFO : Epoch 1984 | loss: 0.0311816 | val_loss: 0.0311923 | Time: 3841.7 ms [2022-04-21 01:47:30 main:574] : INFO : Epoch 1985 | loss: 0.0311822 | val_loss: 0.0311862 | Time: 3429.84 ms [2022-04-21 01:47:34 main:574] : INFO : Epoch 1986 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 3967.6 ms [2022-04-21 01:47:38 main:574] : INFO : Epoch 1987 | loss: 0.0311804 | val_loss: 0.031185 | Time: 3772.76 ms [2022-04-21 01:47:41 main:574] : INFO : Epoch 1988 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 3591.43 ms [2022-04-21 01:47:45 main:574] : INFO : Epoch 1989 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 3792.33 ms [2022-04-21 01:47:49 main:574] : INFO : Epoch 1990 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 3605.98 ms [2022-04-21 01:47:52 main:574] : INFO : Epoch 1991 | loss: 0.0311837 | val_loss: 0.0311883 | Time: 3788.75 ms [2022-04-21 01:47:56 main:574] : INFO : Epoch 1992 | loss: 0.0311825 | val_loss: 0.031188 | Time: 3829.78 ms [2022-04-21 01:48:00 main:574] : INFO : Epoch 1993 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 3746.04 ms [2022-04-21 01:48:04 main:574] : INFO : Epoch 1994 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 3505.28 ms [2022-04-21 01:48:07 main:574] : INFO : Epoch 1995 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 3508.48 ms [2022-04-21 01:48:11 main:574] : INFO : Epoch 1996 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 3494.23 ms [2022-04-21 01:48:14 main:574] : INFO : Epoch 1997 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 3656.43 ms [2022-04-21 01:48:18 main:574] : INFO : Epoch 1998 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 3495.02 ms [2022-04-21 01:48:21 main:574] : INFO : Epoch 1999 | loss: 0.0311781 | val_loss: 0.0311842 | Time: 3562.35 ms [2022-04-21 01:48:25 main:574] : INFO : Epoch 2000 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 3588.75 ms [2022-04-21 01:48:29 main:574] : INFO : Epoch 2001 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 3649.12 ms [2022-04-21 01:48:32 main:574] : INFO : Epoch 2002 | loss: 0.0311783 | val_loss: 0.0311881 | Time: 3628.42 ms [2022-04-21 01:48:36 main:574] : INFO : Epoch 2003 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 3700.01 ms [2022-04-21 01:48:39 main:574] : INFO : Epoch 2004 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 3443.76 ms [2022-04-21 01:48:43 main:574] : INFO : Epoch 2005 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 3538.77 ms [2022-04-21 01:48:46 main:574] : INFO : Epoch 2006 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 3573.13 ms [2022-04-21 01:48:50 main:574] : INFO : Epoch 2007 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 3790.11 ms [2022-04-21 01:48:54 main:574] : INFO : Epoch 2008 | loss: 0.0311808 | val_loss: 0.0311832 | Time: 3894.65 ms [2022-04-21 01:48:58 main:574] : INFO : Epoch 2009 | loss: 0.031184 | val_loss: 0.0311844 | Time: 3450.17 ms [2022-04-21 01:49:01 main:574] : INFO : Epoch 2010 | loss: 0.0311876 | val_loss: 0.0311926 | Time: 3636.97 ms [2022-04-21 01:49:05 main:574] : INFO : Epoch 2011 | loss: 0.0311977 | val_loss: 0.0311938 | Time: 3676.49 ms [2022-04-21 01:49:09 main:574] : INFO : Epoch 2012 | loss: 0.0311992 | val_loss: 0.031197 | Time: 3643.8 ms [2022-04-21 01:49:12 main:574] : INFO : Epoch 2013 | loss: 0.0311988 | val_loss: 0.0311944 | Time: 3636.27 ms [2022-04-21 01:49:16 main:574] : INFO : Epoch 2014 | loss: 0.0311969 | val_loss: 0.0311931 | Time: 3791.87 ms [2022-04-21 01:49:20 main:574] : INFO : Epoch 2015 | loss: 0.0311957 | val_loss: 0.0311908 | Time: 3613.01 ms [2022-04-21 01:49:23 main:574] : INFO : Epoch 2016 | loss: 0.0311939 | val_loss: 0.0311907 | Time: 3648.69 ms [2022-04-21 01:49:27 main:574] : INFO : Epoch 2017 | loss: 0.0311975 | val_loss: 0.0311984 | Time: 3726.87 ms [2022-04-21 01:49:31 main:574] : INFO : Epoch 2018 | loss: 0.0312961 | val_loss: 0.0312861 | Time: 3623.78 ms [2022-04-21 01:49:35 main:574] : INFO : Epoch 2019 | loss: 0.0312792 | val_loss: 0.0312504 | Time: 3846.88 ms [2022-04-21 01:49:38 main:574] : INFO : Epoch 2020 | loss: 0.0312469 | val_loss: 0.0312354 | Time: 3688.26 ms [2022-04-21 01:49:42 main:574] : INFO : Epoch 2021 | loss: 0.0312326 | val_loss: 0.0312241 | Time: 3841.24 ms [2022-04-21 01:49:46 main:574] : INFO : Epoch 2022 | loss: 0.0312226 | val_loss: 0.0312193 | Time: 3622.44 ms [2022-04-21 01:49:49 main:574] : INFO : Epoch 2023 | loss: 0.0312206 | val_loss: 0.0312184 | Time: 3584.17 ms [2022-04-21 01:49:53 main:574] : INFO : Epoch 2024 | loss: 0.0312188 | val_loss: 0.0312163 | Time: 3763.07 ms [2022-04-21 01:49:57 main:574] : INFO : Epoch 2025 | loss: 0.0312178 | val_loss: 0.031215 | Time: 3641.78 ms [2022-04-21 01:50:01 main:574] : INFO : Epoch 2026 | loss: 0.0312148 | val_loss: 0.0312133 | Time: 3783.78 ms [2022-04-21 01:50:04 main:574] : INFO : Epoch 2027 | loss: 0.0312153 | val_loss: 0.0312162 | Time: 3555.67 ms [2022-04-21 01:50:08 main:574] : INFO : Epoch 2028 | loss: 0.0312172 | val_loss: 0.0312139 | Time: 3824.37 ms [2022-04-21 01:50:12 main:574] : INFO : Epoch 2029 | loss: 0.0312175 | val_loss: 0.0312151 | Time: 3691.09 ms [2022-04-21 01:50:16 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 3943.97 ms [2022-04-21 01:50:19 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 3713.69 ms [2022-04-21 01:50:23 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 3642.92 ms [2022-04-21 01:50:27 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 3520.49 ms [2022-04-21 01:50:30 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 3555.19 ms [2022-04-21 01:50:34 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 4065.23 ms [2022-04-21 01:50:38 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 3763.2 ms [2022-04-21 01:50:42 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 3878.18 ms [2022-04-21 01:50:46 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 3639.82 ms [2022-04-21 01:50:49 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 3844.05 ms [2022-04-21 01:50:53 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 3849.66 ms [2022-04-21 01:50:57 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 3643.62 ms [2022-04-21 01:51:01 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 3666.22 ms [2022-04-21 01:51:04 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 3623.79 ms [2022-04-21 01:51:08 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 3709.17 ms [2022-04-21 01:51:12 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 3650.87 ms [2022-04-21 01:51:15 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 3741.72 ms [2022-04-21 01:51:19 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 3692.84 ms [2022-04-21 01:51:23 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 3562.22 ms [2022-04-21 01:51:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-21 01:51:23 main:603] : INFO : Saving end state to config to file [2022-04-21 01:51:23 main:608] : INFO : Success, exiting.. 01:51:23 (14828): 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)