Task 14623646
| Name | ParityModified-1647048713-27032-3-0_1 |
| Workunit | 11487563 |
| Created | 18 Apr 2022, 4:27:57 UTC |
| Sent | 18 Apr 2022, 4:28:57 UTC |
| Report deadline | 26 Apr 2022, 4:28:57 UTC |
| Received | 18 Apr 2022, 10:22:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2381 |
| Run time | 1 hours 56 min 17 sec |
| CPU time | 1 hours 53 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,156.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 3899.12 ms
[2022-04-18 05:53:23 main:574] : INFO : Epoch 1543 | loss: 0.0311706 | val_loss: 0.0311739 | Time: 3048.57 ms
[2022-04-18 05:53:26 main:574] : INFO : Epoch 1544 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 3065.55 ms
[2022-04-18 05:53:30 main:574] : INFO : Epoch 1545 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 3842.95 ms
[2022-04-18 05:53:33 main:574] : INFO : Epoch 1546 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 3067.58 ms
[2022-04-18 05:53:36 main:574] : INFO : Epoch 1547 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 3419.55 ms
[2022-04-18 05:53:40 main:574] : INFO : Epoch 1548 | loss: 0.03117 | val_loss: 0.031173 | Time: 3541.24 ms
[2022-04-18 05:53:43 main:574] : INFO : Epoch 1549 | loss: 0.0311688 | val_loss: 0.031172 | Time: 3037.5 ms
[2022-04-18 05:53:47 main:574] : INFO : Epoch 1550 | loss: 0.0311682 | val_loss: 0.0311714 | Time: 3781.7 ms
[2022-04-18 05:53:50 main:574] : INFO : Epoch 1551 | loss: 0.0311705 | val_loss: 0.0311728 | Time: 3195.31 ms
[2022-04-18 05:53:53 main:574] : INFO : Epoch 1552 | loss: 0.0311681 | val_loss: 0.0311732 | Time: 3017.51 ms
[2022-04-18 05:53:57 main:574] : INFO : Epoch 1553 | loss: 0.0311697 | val_loss: 0.0311714 | Time: 3890.52 ms
[2022-04-18 05:54:00 main:574] : INFO : Epoch 1554 | loss: 0.0311688 | val_loss: 0.0311734 | Time: 3059.26 ms
[2022-04-18 05:54:03 main:574] : INFO : Epoch 1555 | loss: 0.0311687 | val_loss: 0.0311718 | Time: 3515.43 ms
[2022-04-18 05:54:07 main:574] : INFO : Epoch 1556 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 3682.75 ms
[2022-04-18 05:54:10 main:574] : INFO : Epoch 1557 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 3153.86 ms
[2022-04-18 05:54:14 main:574] : INFO : Epoch 1558 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 4102.73 ms
[2022-04-18 05:54:17 main:574] : INFO : Epoch 1559 | loss: 0.0311663 | val_loss: 0.031171 | Time: 3120.32 ms
[2022-04-18 05:54:20 main:574] : INFO : Epoch 1560 | loss: 0.0311662 | val_loss: 0.0311701 | Time: 2957.05 ms
[2022-04-18 05:54:24 main:574] : INFO : Epoch 1561 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 3064.63 ms
[2022-04-18 05:54:27 main:574] : INFO : Epoch 1562 | loss: 0.0311665 | val_loss: 0.0311708 | Time: 3882.96 ms
[2022-04-18 05:54:31 main:574] : INFO : Epoch 1563 | loss: 0.0311662 | val_loss: 0.0311716 | Time: 3182.4 ms
[2022-04-18 05:54:34 main:574] : INFO : Epoch 1564 | loss: 0.0311677 | val_loss: 0.0311767 | Time: 3136.69 ms
[2022-04-18 05:54:38 main:574] : INFO : Epoch 1565 | loss: 0.0311677 | val_loss: 0.0311705 | Time: 3823.86 ms
[2022-04-18 05:54:41 main:574] : INFO : Epoch 1566 | loss: 0.0311691 | val_loss: 0.0311719 | Time: 3080.62 ms
[2022-04-18 05:54:44 main:574] : INFO : Epoch 1567 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 3532.01 ms
[2022-04-18 05:54:48 main:574] : INFO : Epoch 1568 | loss: 0.031171 | val_loss: 0.0311768 | Time: 3385.9 ms
[2022-04-18 05:54:51 main:574] : INFO : Epoch 1569 | loss: 0.0311674 | val_loss: 0.0311705 | Time: 3048.5 ms
[2022-04-18 05:54:54 main:574] : INFO : Epoch 1570 | loss: 0.0311678 | val_loss: 0.031169 | Time: 3834.11 ms
[2022-04-18 05:54:58 main:574] : INFO : Epoch 1571 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 3068.56 ms
[2022-04-18 05:55:01 main:574] : INFO : Epoch 1572 | loss: 0.0311658 | val_loss: 0.0311697 | Time: 3276.58 ms
[2022-04-18 05:55:05 main:574] : INFO : Epoch 1573 | loss: 0.0311651 | val_loss: 0.0311731 | Time: 4135.4 ms
[2022-04-18 05:55:08 main:574] : INFO : Epoch 1574 | loss: 0.0311661 | val_loss: 0.031171 | Time: 3055.61 ms
[2022-04-18 05:55:12 main:574] : INFO : Epoch 1575 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 3532.7 ms
[2022-04-18 05:55:15 main:574] : INFO : Epoch 1576 | loss: 0.031164 | val_loss: 0.0311722 | Time: 3412.41 ms
[2022-04-18 05:55:18 main:574] : INFO : Epoch 1577 | loss: 0.0311654 | val_loss: 0.0311685 | Time: 3070.55 ms
[2022-04-18 05:55:22 main:574] : INFO : Epoch 1578 | loss: 0.0311628 | val_loss: 0.0311687 | Time: 3769.81 ms
[2022-04-18 05:55:25 main:574] : INFO : Epoch 1579 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 3203.34 ms
[2022-04-18 05:55:28 main:574] : INFO : Epoch 1580 | loss: 0.0311647 | val_loss: 0.0311678 | Time: 3041.31 ms
[2022-04-18 05:55:32 main:574] : INFO : Epoch 1581 | loss: 0.0311622 | val_loss: 0.0311666 | Time: 3902.93 ms
[2022-04-18 05:55:35 main:574] : INFO : Epoch 1582 | loss: 0.0311695 | val_loss: 0.0311706 | Time: 2971.07 ms
[2022-04-18 05:55:38 main:574] : INFO : Epoch 1583 | loss: 0.0311786 | val_loss: 0.0311754 | Time: 3063.22 ms
[2022-04-18 05:55:42 main:574] : INFO : Epoch 1584 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 3515.36 ms
[2022-04-18 05:55:46 main:574] : INFO : Epoch 1585 | loss: 0.0311748 | val_loss: 0.0311753 | Time: 3970.34 ms
[2022-04-18 05:55:49 main:574] : INFO : Epoch 1586 | loss: 0.0311692 | val_loss: 0.0311747 | Time: 3141.09 ms
[2022-04-18 05:55:52 main:574] : INFO : Epoch 1587 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 3715.91 ms
[2022-04-18 05:55:56 main:574] : INFO : Epoch 1588 | loss: 0.031178 | val_loss: 0.0311812 | Time: 3629.1 ms
[2022-04-18 05:55:59 main:574] : INFO : Epoch 1589 | loss: 0.0311769 | val_loss: 0.031181 | Time: 3058.83 ms
[2022-04-18 05:56:03 main:574] : INFO : Epoch 1590 | loss: 0.0311762 | val_loss: 0.0311862 | Time: 3885.57 ms
[2022-04-18 05:56:06 main:574] : INFO : Epoch 1591 | loss: 0.031177 | val_loss: 0.0311778 | Time: 3155.01 ms
[2022-04-18 05:56:09 main:574] : INFO : Epoch 1592 | loss: 0.0311752 | val_loss: 0.0311748 | Time: 3029.47 ms
[2022-04-18 05:56:13 main:574] : INFO : Epoch 1593 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 3943.8 ms
[2022-04-18 05:56:16 main:574] : INFO : Epoch 1594 | loss: 0.0311723 | val_loss: 0.0311735 | Time: 3048.69 ms
[2022-04-18 05:56:20 main:574] : INFO : Epoch 1595 | loss: 0.0311748 | val_loss: 0.0311894 | Time: 3521.64 ms
[2022-04-18 05:56:23 main:574] : INFO : Epoch 1596 | loss: 0.0311729 | val_loss: 0.031169 | Time: 3503.94 ms
[2022-04-18 05:56:26 main:574] : INFO : Epoch 1597 | loss: 0.031171 | val_loss: 0.0311664 | Time: 3118.01 ms
[2022-04-18 05:56:30 main:574] : INFO : Epoch 1598 | loss: 0.0311691 | val_loss: 0.0311683 | Time: 3857.67 ms
[2022-04-18 05:56:33 main:574] : INFO : Epoch 1599 | loss: 0.0311707 | val_loss: 0.0311667 | Time: 3149.12 ms
[2022-04-18 05:56:36 main:574] : INFO : Epoch 1600 | loss: 0.0311679 | val_loss: 0.0311686 | Time: 3034.77 ms
[2022-04-18 05:56:40 main:574] : INFO : Epoch 1601 | loss: 0.0311674 | val_loss: 0.0311657 | Time: 3975.59 ms
[2022-04-18 05:56:43 main:574] : INFO : Epoch 1602 | loss: 0.031166 | val_loss: 0.0311701 | Time: 2989.72 ms
[2022-04-18 05:56:46 main:574] : INFO : Epoch 1603 | loss: 0.0311683 | val_loss: 0.0311676 | Time: 3044.08 ms
[2022-04-18 05:56:50 main:574] : INFO : Epoch 1604 | loss: 0.0311697 | val_loss: 0.0311762 | Time: 3249.17 ms
[2022-04-18 05:56:53 main:574] : INFO : Epoch 1605 | loss: 0.0311725 | val_loss: 0.0311694 | Time: 3744.79 ms
[2022-04-18 05:56:56 main:574] : INFO : Epoch 1606 | loss: 0.0311701 | val_loss: 0.0311713 | Time: 3101.04 ms
[2022-04-18 05:57:00 main:574] : INFO : Epoch 1607 | loss: 0.0311715 | val_loss: 0.0311709 | Time: 3709.19 ms
[2022-04-18 05:57:04 main:574] : INFO : Epoch 1608 | loss: 0.0311769 | val_loss: 0.0311715 | Time: 3461.4 ms
[2022-04-18 05:57:07 main:574] : INFO : Epoch 1609 | loss: 0.0311691 | val_loss: 0.0311692 | Time: 3042.59 ms
[2022-04-18 05:57:10 main:574] : INFO : Epoch 1610 | loss: 0.0311679 | val_loss: 0.0311703 | Time: 3694.81 ms
[2022-04-18 05:57:14 main:574] : INFO : Epoch 1611 | loss: 0.0311679 | val_loss: 0.0311675 | Time: 3228.89 ms
[2022-04-18 05:57:17 main:574] : INFO : Epoch 1612 | loss: 0.0311679 | val_loss: 0.0311698 | Time: 3106.44 ms
[2022-04-18 05:57:21 main:574] : INFO : Epoch 1613 | loss: 0.0311689 | val_loss: 0.0311695 | Time: 3879.54 ms
[2022-04-18 05:57:24 main:574] : INFO : Epoch 1614 | loss: 0.031169 | val_loss: 0.031171 | Time: 3063.64 ms
[2022-04-18 05:57:27 main:574] : INFO : Epoch 1615 | loss: 0.0311736 | val_loss: 0.0311662 | Time: 3240.36 ms
[2022-04-18 05:57:31 main:574] : INFO : Epoch 1616 | loss: 0.0311679 | val_loss: 0.0311666 | Time: 3759.31 ms
[2022-04-18 05:57:34 main:574] : INFO : Epoch 1617 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 3040.11 ms
[2022-04-18 05:57:37 main:574] : INFO : Epoch 1618 | loss: 0.031166 | val_loss: 0.0311706 | Time: 3485.3 ms
[2022-04-18 05:57:41 main:574] : INFO : Epoch 1619 | loss: 0.0311711 | val_loss: 0.0311696 | Time: 3418.23 ms
[2022-04-18 05:57:44 main:574] : INFO : Epoch 1620 | loss: 0.0311658 | val_loss: 0.0311664 | Time: 3045.37 ms
[2022-04-18 05:57:47 main:574] : INFO : Epoch 1621 | loss: 0.0311664 | val_loss: 0.0311667 | Time: 3790.21 ms
[2022-04-18 05:57:51 main:574] : INFO : Epoch 1622 | loss: 0.0311664 | val_loss: 0.031166 | Time: 3285.16 ms
[2022-04-18 05:57:54 main:574] : INFO : Epoch 1623 | loss: 0.031165 | val_loss: 0.031167 | Time: 3054.12 ms
[2022-04-18 05:57:58 main:574] : INFO : Epoch 1624 | loss: 0.0311622 | val_loss: 0.0311648 | Time: 3907.9 ms
[2022-04-18 05:58:11 main:574] : INFO : Epoch 1625 | loss: 0.0311641 | val_loss: 0.0311644 | Time: 13392.1 ms
[2022-04-18 05:58:14 main:574] : INFO : Epoch 1626 | loss: 0.0311624 | val_loss: 0.0311615 | Time: 3045 ms
[2022-04-18 05:58:18 main:574] : INFO : Epoch 1627 | loss: 0.0311633 | val_loss: 0.0311617 | Time: 3876.89 ms
[2022-04-18 05:58:21 main:574] : INFO : Epoch 1628 | loss: 0.0311641 | val_loss: 0.0311609 | Time: 3149.28 ms
[2022-04-18 05:58:24 main:574] : INFO : Epoch 1629 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 3085.19 ms
[2022-04-18 05:58:28 main:574] : INFO : Epoch 1630 | loss: 0.0311589 | val_loss: 0.0311592 | Time: 3924.11 ms
[2022-04-18 05:58:31 main:574] : INFO : Epoch 1631 | loss: 0.0311566 | val_loss: 0.0311578 | Time: 3081.35 ms
[2022-04-18 05:58:35 main:574] : INFO : Epoch 1632 | loss: 0.0311558 | val_loss: 0.0311585 | Time: 3329.3 ms
[2022-04-18 05:58:38 main:574] : INFO : Epoch 1633 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 3681.63 ms
[2022-04-18 05:58:41 main:574] : INFO : Epoch 1634 | loss: 0.0311568 | val_loss: 0.0311583 | Time: 3112.87 ms
[2022-04-18 05:58:45 main:574] : INFO : Epoch 1635 | loss: 0.0311561 | val_loss: 0.0311617 | Time: 3552.38 ms
[2022-04-18 05:58:48 main:574] : INFO : Epoch 1636 | loss: 0.0311569 | val_loss: 0.0311603 | Time: 3453.29 ms
[2022-04-18 05:58:52 main:574] : INFO : Epoch 1637 | loss: 0.0311555 | val_loss: 0.0311588 | Time: 3063.45 ms
[2022-04-18 05:58:55 main:574] : INFO : Epoch 1638 | loss: 0.031155 | val_loss: 0.0311598 | Time: 3793.78 ms
[2022-04-18 05:58:58 main:574] : INFO : Epoch 1639 | loss: 0.0311544 | val_loss: 0.0311658 | Time: 3139.96 ms
[2022-04-18 05:59:02 main:574] : INFO : Epoch 1640 | loss: 0.0311563 | val_loss: 0.0311584 | Time: 3138.75 ms
[2022-04-18 05:59:06 main:574] : INFO : Epoch 1641 | loss: 0.031157 | val_loss: 0.0311646 | Time: 3888.08 ms
[2022-04-18 05:59:09 main:574] : INFO : Epoch 1642 | loss: 0.0311573 | val_loss: 0.031158 | Time: 3028.28 ms
[2022-04-18 05:59:12 main:574] : INFO : Epoch 1643 | loss: 0.031156 | val_loss: 0.0311571 | Time: 3295.26 ms
[2022-04-18 05:59:16 main:574] : INFO : Epoch 1644 | loss: 0.0311592 | val_loss: 0.0311583 | Time: 3710.73 ms
[2022-04-18 05:59:19 main:574] : INFO : Epoch 1645 | loss: 0.0311575 | val_loss: 0.0311577 | Time: 3041.48 ms
[2022-04-18 05:59:22 main:574] : INFO : Epoch 1646 | loss: 0.0311629 | val_loss: 0.0311585 | Time: 3096.97 ms
[2022-04-18 05:59:25 main:574] : INFO : Epoch 1647 | loss: 0.0311603 | val_loss: 0.0311577 | Time: 3546.84 ms
[2022-04-18 05:59:29 main:574] : INFO : Epoch 1648 | loss: 0.0311594 | val_loss: 0.0311575 | Time: 3650.8 ms
[2022-04-18 05:59:32 main:574] : INFO : Epoch 1649 | loss: 0.0311571 | val_loss: 0.0311591 | Time: 3029.29 ms
[2022-04-18 05:59:36 main:574] : INFO : Epoch 1650 | loss: 0.0311584 | val_loss: 0.0311595 | Time: 3806.1 ms
[2022-04-18 05:59:39 main:574] : INFO : Epoch 1651 | loss: 0.0311581 | val_loss: 0.0311618 | Time: 3168.08 ms
[2022-04-18 05:59:42 main:574] : INFO : Epoch 1652 | loss: 0.0311602 | val_loss: 0.0311665 | Time: 3164.91 ms
[2022-04-18 05:59:46 main:574] : INFO : Epoch 1653 | loss: 0.0311613 | val_loss: 0.031162 | Time: 3894.96 ms
[2022-04-18 05:59:49 main:574] : INFO : Epoch 1654 | loss: 0.0311565 | val_loss: 0.0311702 | Time: 3079.87 ms
[2022-04-18 05:59:52 main:574] : INFO : Epoch 1655 | loss: 0.0311586 | val_loss: 0.0311604 | Time: 3379.78 ms
[2022-04-18 05:59:56 main:574] : INFO : Epoch 1656 | loss: 0.0311555 | val_loss: 0.0311607 | Time: 3617.63 ms
[2022-04-18 05:59:59 main:574] : INFO : Epoch 1657 | loss: 0.031155 | val_loss: 0.0311584 | Time: 3129.59 ms
[2022-04-18 06:00:03 main:574] : INFO : Epoch 1658 | loss: 0.0311552 | val_loss: 0.0311578 | Time: 3854.77 ms
[2022-04-18 06:00:06 main:574] : INFO : Epoch 1659 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 3175.92 ms
[2022-04-18 06:00:09 main:574] : INFO : Epoch 1660 | loss: 0.0311562 | val_loss: 0.0311583 | Time: 3076.86 ms
[2022-04-18 06:00:13 main:574] : INFO : Epoch 1661 | loss: 0.0311545 | val_loss: 0.0311578 | Time: 3905.06 ms
[2022-04-18 06:00:16 main:574] : INFO : Epoch 1662 | loss: 0.0311573 | val_loss: 0.0311603 | Time: 3041.55 ms
[2022-04-18 06:00:20 main:574] : INFO : Epoch 1663 | loss: 0.0311567 | val_loss: 0.0311599 | Time: 3222.22 ms
[2022-04-18 06:00:23 main:574] : INFO : Epoch 1664 | loss: 0.0311606 | val_loss: 0.0311662 | Time: 3849.35 ms
[2022-04-18 06:00:26 main:574] : INFO : Epoch 1665 | loss: 0.0311573 | val_loss: 0.031163 | Time: 3010.06 ms
[2022-04-18 06:00:29 main:574] : INFO : Epoch 1666 | loss: 0.031155 | val_loss: 0.0311592 | Time: 3102.51 ms
[2022-04-18 06:00:33 main:574] : INFO : Epoch 1667 | loss: 0.0311551 | val_loss: 0.0311599 | Time: 3571.16 ms
[2022-04-18 06:00:37 main:574] : INFO : Epoch 1668 | loss: 0.0311579 | val_loss: 0.0311657 | Time: 3483.15 ms
[2022-04-18 06:00:40 main:574] : INFO : Epoch 1669 | loss: 0.0311574 | val_loss: 0.0311616 | Time: 3063.03 ms
[2022-04-18 06:00:43 main:574] : INFO : Epoch 1670 | loss: 0.031161 | val_loss: 0.0311595 | Time: 3700.27 ms
[2022-04-18 06:00:47 main:574] : INFO : Epoch 1671 | loss: 0.031157 | val_loss: 0.0311629 | Time: 3326 ms
[2022-04-18 06:00:50 main:574] : INFO : Epoch 1672 | loss: 0.0311574 | val_loss: 0.0311583 | Time: 3062.51 ms
[2022-04-18 06:00:54 main:574] : INFO : Epoch 1673 | loss: 0.0311551 | val_loss: 0.0311591 | Time: 4044.52 ms
[2022-04-18 06:00:57 main:574] : INFO : Epoch 1674 | loss: 0.0311555 | val_loss: 0.031163 | Time: 3035.87 ms
[2022-04-18 06:01:00 main:574] : INFO : Epoch 1675 | loss: 0.0311555 | val_loss: 0.0311587 | Time: 3178.87 ms
[2022-04-18 06:01:04 main:574] : INFO : Epoch 1676 | loss: 0.031155 | val_loss: 0.0311571 | Time: 3923.75 ms
[2022-04-18 06:01:07 main:574] : INFO : Epoch 1677 | loss: 0.0311535 | val_loss: 0.0311629 | Time: 3094.07 ms
[2022-04-18 06:01:11 main:574] : INFO : Epoch 1678 | loss: 0.0311561 | val_loss: 0.0311563 | Time: 3568.76 ms
[2022-04-18 06:01:14 main:574] : INFO : Epoch 1679 | loss: 0.0311565 | val_loss: 0.0311594 | Time: 3408.28 ms
[2022-04-18 06:01:17 main:574] : INFO : Epoch 1680 | loss: 0.031158 | val_loss: 0.031163 | Time: 3079.33 ms
[2022-04-18 06:01:21 main:574] : INFO : Epoch 1681 | loss: 0.0311566 | val_loss: 0.0311587 | Time: 3760.93 ms
[2022-04-18 06:01:24 main:574] : INFO : Epoch 1682 | loss: 0.0311527 | val_loss: 0.031158 | Time: 3158.27 ms
[2022-04-18 06:01:27 main:574] : INFO : Epoch 1683 | loss: 0.0311532 | val_loss: 0.0311595 | Time: 3036.18 ms
[2022-04-18 06:01:30 main:574] : INFO : Epoch 1684 | loss: 0.0311541 | val_loss: 0.0311633 | Time: 3061.73 ms
[2022-04-18 06:01:34 main:574] : INFO : Epoch 1685 | loss: 0.0311563 | val_loss: 0.031165 | Time: 3953.68 ms
[2022-04-18 06:01:37 main:574] : INFO : Epoch 1686 | loss: 0.0311529 | val_loss: 0.0311585 | Time: 3088.72 ms
[2022-04-18 06:01:40 main:574] : INFO : Epoch 1687 | loss: 0.0311521 | val_loss: 0.0311603 | Time: 3229.67 ms
[2022-04-18 06:01:44 main:574] : INFO : Epoch 1688 | loss: 0.0311543 | val_loss: 0.0311573 | Time: 3841.67 ms
[2022-04-18 06:01:47 main:574] : INFO : Epoch 1689 | loss: 0.031155 | val_loss: 0.0311581 | Time: 3154.19 ms
[2022-04-18 06:01:51 main:574] : INFO : Epoch 1690 | loss: 0.031154 | val_loss: 0.0311616 | Time: 3535.66 ms
[2022-04-18 06:01:54 main:574] : INFO : Epoch 1691 | loss: 0.0311543 | val_loss: 0.0311612 | Time: 3423.07 ms
[2022-04-18 06:01:57 main:574] : INFO : Epoch 1692 | loss: 0.0311539 | val_loss: 0.0311595 | Time: 3056.24 ms
[2022-04-18 06:02:01 main:574] : INFO : Epoch 1693 | loss: 0.0311539 | val_loss: 0.0311599 | Time: 4046.43 ms
[2022-04-18 06:02:05 main:574] : INFO : Epoch 1694 | loss: 0.0311593 | val_loss: 0.0311599 | Time: 3226.53 ms
[2022-04-18 06:02:08 main:574] : INFO : Epoch 1695 | loss: 0.0311586 | val_loss: 0.0311615 | Time: 3003 ms
[2022-04-18 06:02:12 main:574] : INFO : Epoch 1696 | loss: 0.0311585 | val_loss: 0.0311629 | Time: 3938.33 ms
[2022-04-18 06:02:15 main:574] : INFO : Epoch 1697 | loss: 0.0311575 | val_loss: 0.0311641 | Time: 3044.81 ms
[2022-04-18 06:02:18 main:574] : INFO : Epoch 1698 | loss: 0.0311572 | val_loss: 0.0311627 | Time: 3337.65 ms
[2022-04-18 06:02:22 main:574] : INFO : Epoch 1699 | loss: 0.031155 | val_loss: 0.0311613 | Time: 3774.36 ms
[2022-04-18 06:02:25 main:574] : INFO : Epoch 1700 | loss: 0.0311565 | val_loss: 0.0311618 | Time: 3115.73 ms
[2022-04-18 06:02:29 main:574] : INFO : Epoch 1701 | loss: 0.0311565 | val_loss: 0.031165 | Time: 3764.59 ms
[2022-04-18 06:02:32 main:574] : INFO : Epoch 1702 | loss: 0.0311557 | val_loss: 0.0311675 | Time: 3317.68 ms
[2022-04-18 06:02:35 main:574] : INFO : Epoch 1703 | loss: 0.0311587 | val_loss: 0.0311629 | Time: 3031.48 ms
[2022-04-18 06:02:39 main:574] : INFO : Epoch 1704 | loss: 0.0311606 | val_loss: 0.0311645 | Time: 3909.16 ms
[2022-04-18 06:02:42 main:574] : INFO : Epoch 1705 | loss: 0.0311635 | val_loss: 0.0311627 | Time: 3100.77 ms
[2022-04-18 06:02:45 main:574] : INFO : Epoch 1706 | loss: 0.0311649 | val_loss: 0.0311687 | Time: 3001.17 ms
[2022-04-18 06:02:48 main:574] : INFO : Epoch 1707 | loss: 0.0311675 | val_loss: 0.0311642 | Time: 3112.67 ms
[2022-04-18 06:02:52 main:574] : INFO : Epoch 1708 | loss: 0.0311667 | val_loss: 0.031164 | Time: 3961.49 ms
[2022-04-18 06:02:55 main:574] : INFO : Epoch 1709 | loss: 0.0311648 | val_loss: 0.0311621 | Time: 3106.66 ms
[2022-04-18 06:02:59 main:574] : INFO : Epoch 1710 | loss: 0.0311659 | val_loss: 0.0311613 | Time: 3356.17 ms
[2022-04-18 06:03:03 main:574] : INFO : Epoch 1711 | loss: 0.0311637 | val_loss: 0.0311637 | Time: 3974.29 ms
[2022-04-18 06:03:06 main:574] : INFO : Epoch 1712 | loss: 0.031164 | val_loss: 0.0311676 | Time: 3048.71 ms
[2022-04-18 06:03:09 main:574] : INFO : Epoch 1713 | loss: 0.0311696 | val_loss: 0.0311902 | Time: 3547.77 ms
[2022-04-18 06:03:13 main:574] : INFO : Epoch 1714 | loss: 0.0311733 | val_loss: 0.0311842 | Time: 3411.59 ms
[2022-04-18 06:03:16 main:574] : INFO : Epoch 1715 | loss: 0.0311667 | val_loss: 0.0311641 | Time: 3073.3 ms
[2022-04-18 06:03:19 main:574] : INFO : Epoch 1716 | loss: 0.0311642 | val_loss: 0.0311615 | Time: 3729.55 ms
[2022-04-18 06:03:23 main:574] : INFO : Epoch 1717 | loss: 0.031164 | val_loss: 0.031161 | Time: 3181.66 ms
[2022-04-18 06:03:26 main:574] : INFO : Epoch 1718 | loss: 0.0311635 | val_loss: 0.0311645 | Time: 3094.28 ms
[2022-04-18 06:03:30 main:574] : INFO : Epoch 1719 | loss: 0.0311634 | val_loss: 0.0311625 | Time: 3888.38 ms
[2022-04-18 06:03:33 main:574] : INFO : Epoch 1720 | loss: 0.0311646 | val_loss: 0.0311585 | Time: 3089.64 ms
[2022-04-18 06:03:36 main:574] : INFO : Epoch 1721 | loss: 0.0311603 | val_loss: 0.0311602 | Time: 3307.28 ms
[2022-04-18 06:03:40 main:574] : INFO : Epoch 1722 | loss: 0.0311597 | val_loss: 0.0311614 | Time: 3644.93 ms
[2022-04-18 06:03:43 main:574] : INFO : Epoch 1723 | loss: 0.0311582 | val_loss: 0.0311574 | Time: 3078.89 ms
[2022-04-18 06:03:46 main:574] : INFO : Epoch 1724 | loss: 0.031157 | val_loss: 0.0311598 | Time: 3569.74 ms
[2022-04-18 06:03:50 main:574] : INFO : Epoch 1725 | loss: 0.031157 | val_loss: 0.0311573 | Time: 3492.93 ms
[2022-04-18 06:03:53 main:574] : INFO : Epoch 1726 | loss: 0.0311582 | val_loss: 0.0311584 | Time: 2993.91 ms
[2022-04-18 06:03:56 main:574] : INFO : Epoch 1727 | loss: 0.0311567 | val_loss: 0.0311683 | Time: 3041.01 ms
[2022-04-18 06:04:00 main:574] : INFO : Epoch 1728 | loss: 0.0311639 | val_loss: 0.0311591 | Time: 3745.53 ms
[2022-04-18 06:04:03 main:574] : INFO : Epoch 1729 | loss: 0.0311639 | val_loss: 0.0311582 | Time: 3463.95 ms
[2022-04-18 06:04:06 main:574] : INFO : Epoch 1730 | loss: 0.0311626 | val_loss: 0.0311571 | Time: 3053.58 ms
[2022-04-18 06:04:10 main:574] : INFO : Epoch 1731 | loss: 0.0311543 | val_loss: 0.0311551 | Time: 3963.32 ms
[2022-04-18 06:04:13 main:574] : INFO : Epoch 1732 | loss: 0.0311535 | val_loss: 0.0311586 | Time: 3120.38 ms
[2022-04-18 06:04:17 main:574] : INFO : Epoch 1733 | loss: 0.0311542 | val_loss: 0.031156 | Time: 3317.83 ms
[2022-04-18 06:04:20 main:574] : INFO : Epoch 1734 | loss: 0.0311552 | val_loss: 0.0311557 | Time: 3804.85 ms
[2022-04-18 06:04:23 main:574] : INFO : Epoch 1735 | loss: 0.0311545 | val_loss: 0.0311587 | Time: 3050.48 ms
[2022-04-18 06:04:27 main:574] : INFO : Epoch 1736 | loss: 0.0311539 | val_loss: 0.0311556 | Time: 3564.81 ms
[2022-04-18 06:04:30 main:574] : INFO : Epoch 1737 | loss: 0.031153 | val_loss: 0.0311557 | Time: 3436.51 ms
[2022-04-18 06:04:34 main:574] : INFO : Epoch 1738 | loss: 0.0311561 | val_loss: 0.0311586 | Time: 3111.94 ms
[2022-04-18 06:04:37 main:574] : INFO : Epoch 1739 | loss: 0.0311552 | val_loss: 0.0311572 | Time: 3728.64 ms
[2022-04-18 06:04:40 main:574] : INFO : Epoch 1740 | loss: 0.0311544 | val_loss: 0.0311559 | Time: 3241.22 ms
[2022-04-18 06:04:44 main:574] : INFO : Epoch 1741 | loss: 0.031155 | val_loss: 0.0311584 | Time: 3091.84 ms
[2022-04-18 06:04:47 main:574] : INFO : Epoch 1742 | loss: 0.0311547 | val_loss: 0.0311541 | Time: 3909.32 ms
[2022-04-18 06:04:51 main:574] : INFO : Epoch 1743 | loss: 0.0311554 | val_loss: 0.031154 | Time: 3047.45 ms
[2022-04-18 06:04:54 main:574] : INFO : Epoch 1744 | loss: 0.0311559 | val_loss: 0.0311597 | Time: 3252.52 ms
[2022-04-18 06:04:57 main:574] : INFO : Epoch 1745 | loss: 0.0311583 | val_loss: 0.0311549 | Time: 3677.27 ms
[2022-04-18 06:05:00 main:574] : INFO : Epoch 1746 | loss: 0.0311526 | val_loss: 0.0311553 | Time: 3012.07 ms
[2022-04-18 06:05:04 main:574] : INFO : Epoch 1747 | loss: 0.0311541 | val_loss: 0.0311658 | Time: 3020.27 ms
[2022-04-18 06:05:07 main:574] : INFO : Epoch 1748 | loss: 0.0311559 | val_loss: 0.0311547 | Time: 3475.07 ms
[2022-04-18 06:05:11 main:574] : INFO : Epoch 1749 | loss: 0.0311558 | val_loss: 0.0311588 | Time: 3562.26 ms
[2022-04-18 06:05:14 main:574] : INFO : Epoch 1750 | loss: 0.0311538 | val_loss: 0.0311574 | Time: 3073.03 ms
[2022-04-18 06:05:17 main:574] : INFO : Epoch 1751 | loss: 0.0311546 | val_loss: 0.0311524 | Time: 3642.28 ms
[2022-04-18 06:05:21 main:574] : INFO : Epoch 1752 | loss: 0.0311555 | val_loss: 0.0311539 | Time: 3368.76 ms
[2022-04-18 06:05:24 main:574] : INFO : Epoch 1753 | loss: 0.0311534 | val_loss: 0.0311539 | Time: 3068.32 ms
[2022-04-18 06:05:28 main:574] : INFO : Epoch 1754 | loss: 0.0311524 | val_loss: 0.0311524 | Time: 3863.99 ms
[2022-04-18 06:05:31 main:574] : INFO : Epoch 1755 | loss: 0.0311529 | val_loss: 0.0311588 | Time: 3141.01 ms
[2022-04-18 06:05:34 main:574] : INFO : Epoch 1756 | loss: 0.0311534 | val_loss: 0.0311532 | Time: 3035.11 ms
[2022-04-18 06:05:38 main:574] : INFO : Epoch 1757 | loss: 0.0311512 | val_loss: 0.0311523 | Time: 3884.11 ms
[2022-04-18 06:05:41 main:574] : INFO : Epoch 1758 | loss: 0.0311519 | val_loss: 0.0311549 | Time: 3022.93 ms
[2022-04-18 06:05:44 main:574] : INFO : Epoch 1759 | loss: 0.0311514 | val_loss: 0.031152 | Time: 3283.77 ms
[2022-04-18 06:05:48 main:574] : INFO : Epoch 1760 | loss: 0.0311493 | val_loss: 0.0311519 | Time: 3678.51 ms
[2022-04-18 06:05:51 main:574] : INFO : Epoch 1761 | loss: 0.0311513 | val_loss: 0.0311598 | Time: 3078.95 ms
[2022-04-18 06:05:54 main:574] : INFO : Epoch 1762 | loss: 0.0311511 | val_loss: 0.0311518 | Time: 3560.15 ms
[2022-04-18 06:05:58 main:574] : INFO : Epoch 1763 | loss: 0.0311511 | val_loss: 0.0311516 | Time: 3421.52 ms
[2022-04-18 06:06:01 main:574] : INFO : Epoch 1764 | loss: 0.03115 | val_loss: 0.0311533 | Time: 3172.5 ms
[2022-04-18 06:06:05 main:574] : INFO : Epoch 1765 | loss: 0.0311502 | val_loss: 0.0311542 | Time: 3845.08 ms
[2022-04-18 06:06:08 main:574] : INFO : Epoch 1766 | loss: 0.0311492 | val_loss: 0.0311528 | Time: 3194.25 ms
[2022-04-18 06:06:11 main:574] : INFO : Epoch 1767 | loss: 0.0311498 | val_loss: 0.0311527 | Time: 3083.64 ms
[2022-04-18 06:06:15 main:574] : INFO : Epoch 1768 | loss: 0.0311483 | val_loss: 0.0311523 | Time: 3870.85 ms
[2022-04-18 06:06:18 main:574] : INFO : Epoch 1769 | loss: 0.0311489 | val_loss: 0.0311525 | Time: 3048.46 ms
[2022-04-18 06:06:21 main:574] : INFO : Epoch 1770 | loss: 0.0311496 | val_loss: 0.0311523 | Time: 3003.89 ms
[2022-04-18 06:06:24 main:574] : INFO : Epoch 1771 | loss: 0.0311533 | val_loss: 0.0311562 | Time: 3183.91 ms
[2022-04-18 06:06:28 main:574] : INFO : Epoch 1772 | loss: 0.0311565 | val_loss: 0.0311558 | Time: 3858.17 ms
[2022-04-18 06:06:31 main:574] : INFO : Epoch 1773 | loss: 0.0311542 | val_loss: 0.0311551 | Time: 3095.6 ms
[2022-04-18 06:06:35 main:574] : INFO : Epoch 1774 | loss: 0.0311558 | val_loss: 0.0311614 | Time: 3650.27 ms
[2022-04-18 06:06:38 main:574] : INFO : Epoch 1775 | loss: 0.0311542 | val_loss: 0.0311557 | Time: 3602.06 ms
[2022-04-18 06:06:41 main:574] : INFO : Epoch 1776 | loss: 0.0311532 | val_loss: 0.0311585 | Time: 3105.57 ms
[2022-04-18 06:06:45 main:574] : INFO : Epoch 1777 | loss: 0.0311536 | val_loss: 0.0311543 | Time: 3649.37 ms
[2022-04-18 06:06:48 main:574] : INFO : Epoch 1778 | loss: 0.0311537 | val_loss: 0.0311525 | Time: 3284.92 ms
[2022-04-18 06:06:52 main:574] : INFO : Epoch 1779 | loss: 0.0311513 | val_loss: 0.0311516 | Time: 3099.55 ms
[2022-04-18 06:06:56 main:574] : INFO : Epoch 1780 | loss: 0.0311507 | val_loss: 0.0311523 | Time: 3983.4 ms
[2022-04-18 06:06:59 main:574] : INFO : Epoch 1781 | loss: 0.0311501 | val_loss: 0.031152 | Time: 3027.09 ms
[2022-04-18 06:07:02 main:574] : INFO : Epoch 1782 | loss: 0.0311515 | val_loss: 0.0311526 | Time: 3348.77 ms
[2022-04-18 06:07:06 main:574] : INFO : Epoch 1783 | loss: 0.0311508 | val_loss: 0.0311584 | Time: 3763.77 ms
[2022-04-18 06:07:09 main:574] : INFO : Epoch 1784 | loss: 0.0311527 | val_loss: 0.0311611 | Time: 3047.3 ms
[2022-04-18 06:07:12 main:574] : INFO : Epoch 1785 | loss: 0.0311516 | val_loss: 0.0311546 | Time: 3452.13 ms
[2022-04-18 06:07:16 main:574] : INFO : Epoch 1786 | loss: 0.0311539 | val_loss: 0.0311546 | Time: 3516.65 ms
[2022-04-18 06:07:19 main:574] : INFO : Epoch 1787 | loss: 0.031153 | val_loss: 0.031155 | Time: 3042.27 ms
[2022-04-18 06:07:22 main:574] : INFO : Epoch 1788 | loss: 0.0311515 | val_loss: 0.0311551 | Time: 3683.39 ms
[2022-04-18 06:07:26 main:574] : INFO : Epoch 1789 | loss: 0.0311534 | val_loss: 0.0311565 | Time: 3343.93 ms
[2022-04-18 06:07:29 main:574] : INFO : Epoch 1790 | loss: 0.0311513 | val_loss: 0.0311561 | Time: 2985.99 ms
[2022-04-18 06:07:32 main:574] : INFO : Epoch 1791 | loss: 0.0311513 | val_loss: 0.0311559 | Time: 3035.34 ms
[2022-04-18 06:07:36 main:574] : INFO : Epoch 1792 | loss: 0.0311494 | val_loss: 0.0311542 | Time: 3800.84 ms
[2022-04-18 06:07:39 main:574] : INFO : Epoch 1793 | loss: 0.0311499 | val_loss: 0.0311526 | Time: 3201.52 ms
[2022-04-18 06:07:42 main:574] : INFO : Epoch 1794 | loss: 0.0311498 | val_loss: 0.0311536 | Time: 3063.79 ms
[2022-04-18 06:07:46 main:574] : INFO : Epoch 1795 | loss: 0.0311519 | val_loss: 0.031151 | Time: 3927.34 ms
[2022-04-18 06:07:49 main:574] : INFO : Epoch 1796 | loss: 0.0311497 | val_loss: 0.0311532 | Time: 3041.65 ms
[2022-04-18 06:07:52 main:574] : INFO : Epoch 1797 | loss: 0.0311505 | val_loss: 0.0311537 | Time: 3192.02 ms
[2022-04-18 06:07:56 main:574] : INFO : Epoch 1798 | loss: 0.0311485 | val_loss: 0.0311519 | Time: 3462.62 ms
[2022-04-18 06:07:58 main:574] : INFO : Epoch 1799 | loss: 0.0311493 | val_loss: 0.0311535 | Time: 2912.57 ms
[2022-04-18 06:08:02 main:574] : INFO : Epoch 1800 | loss: 0.0311497 | val_loss: 0.0311508 | Time: 3570.86 ms
[2022-04-18 06:08:05 main:574] : INFO : Epoch 1801 | loss: 0.0311484 | val_loss: 0.0311532 | Time: 3481.33 ms
[2022-04-18 06:08:08 main:574] : INFO : Epoch 1802 | loss: 0.0311488 | val_loss: 0.0311519 | Time: 2971.42 ms
[2022-04-18 06:08:12 main:574] : INFO : Epoch 1803 | loss: 0.0311492 | val_loss: 0.031155 | Time: 3397.6 ms
[2022-04-18 06:08:15 main:574] : INFO : Epoch 1804 | loss: 0.031147 | val_loss: 0.0311519 | Time: 3403.07 ms
[2022-04-18 06:08:18 main:574] : INFO : Epoch 1805 | loss: 0.0311465 | val_loss: 0.0311519 | Time: 3037.18 ms
[2022-04-18 06:08:22 main:574] : INFO : Epoch 1806 | loss: 0.0311489 | val_loss: 0.0311539 | Time: 3792.24 ms
[2022-04-18 06:08:25 main:574] : INFO : Epoch 1807 | loss: 0.0311491 | val_loss: 0.0311552 | Time: 3095.84 ms
[2022-04-18 06:08:28 main:574] : INFO : Epoch 1808 | loss: 0.0311512 | val_loss: 0.0311511 | Time: 2866.72 ms
[2022-04-18 06:08:32 main:574] : INFO : Epoch 1809 | loss: 0.0311497 | val_loss: 0.0311536 | Time: 3786.55 ms
[2022-04-18 06:08:35 main:574] : INFO : Epoch 1810 | loss: 0.0311486 | val_loss: 0.0311508 | Time: 3001.15 ms
[2022-04-18 06:08:38 main:574] : INFO : Epoch 1811 | loss: 0.0311464 | val_loss: 0.031152 | Time: 3011.22 ms
[2022-04-18 06:08:41 main:574] : INFO : Epoch 1812 | loss: 0.0311484 | val_loss: 0.0311525 | Time: 3006.5 ms
[2022-04-18 06:08:45 main:574] : INFO : Epoch 1813 | loss: 0.0311473 | val_loss: 0.0311539 | Time: 3934.41 ms
[2022-04-18 06:08:48 main:574] : INFO : Epoch 1814 | loss: 0.0311485 | val_loss: 0.0311541 | Time: 3071.92 ms
[2022-04-18 06:08:51 main:574] : INFO : Epoch 1815 | loss: 0.0311505 | val_loss: 0.0311586 | Time: 3276.44 ms
[2022-04-18 06:08:55 main:574] : INFO : Epoch 1816 | loss: 0.0311497 | val_loss: 0.0311557 | Time: 3722.43 ms
[2022-04-18 06:08:58 main:574] : INFO : Epoch 1817 | loss: 0.0311491 | val_loss: 0.0311539 | Time: 3029.82 ms
[2022-04-18 06:09:01 main:574] : INFO : Epoch 1818 | loss: 0.0311462 | val_loss: 0.0311526 | Time: 3468.52 ms
[2022-04-18 06:09:05 main:574] : INFO : Epoch 1819 | loss: 0.0311471 | val_loss: 0.0311534 | Time: 3519.64 ms
[2022-04-18 06:09:08 main:574] : INFO : Epoch 1820 | loss: 0.0311478 | val_loss: 0.031153 | Time: 3076.96 ms
[2022-04-18 06:09:12 main:574] : INFO : Epoch 1821 | loss: 0.0311466 | val_loss: 0.0311517 | Time: 3738.03 ms
[2022-04-18 06:09:15 main:574] : INFO : Epoch 1822 | loss: 0.0311503 | val_loss: 0.0311565 | Time: 3300.08 ms
[2022-04-18 06:09:18 main:574] : INFO : Epoch 1823 | loss: 0.0311473 | val_loss: 0.0311533 | Time: 3046 ms
[2022-04-18 06:09:22 main:574] : INFO : Epoch 1824 | loss: 0.0311451 | val_loss: 0.0311534 | Time: 3893.76 ms
[2022-04-18 06:09:25 main:574] : INFO : Epoch 1825 | loss: 0.031147 | val_loss: 0.031157 | Time: 3129.76 ms
[2022-04-18 06:09:28 main:574] : INFO : Epoch 1826 | loss: 0.0311491 | val_loss: 0.031158 | Time: 3064.13 ms
[2022-04-18 06:09:32 main:574] : INFO : Epoch 1827 | loss: 0.0311479 | val_loss: 0.031157 | Time: 3855.76 ms
[2022-04-18 06:09:35 main:574] : INFO : Epoch 1828 | loss: 0.0311501 | val_loss: 0.0311519 | Time: 3096.6 ms
[2022-04-18 06:09:39 main:574] : INFO : Epoch 1829 | loss: 0.0311508 | val_loss: 0.0311556 | Time: 3337.44 ms
[2022-04-18 06:09:42 main:574] : INFO : Epoch 1830 | loss: 0.0311496 | val_loss: 0.0311574 | Time: 3622.23 ms
[2022-04-18 06:09:45 main:574] : INFO : Epoch 1831 | loss: 0.0311491 | val_loss: 0.0311534 | Time: 2909.73 ms
[2022-04-18 06:09:48 main:574] : INFO : Epoch 1832 | loss: 0.0311523 | val_loss: 0.0311555 | Time: 3070.4 ms
[2022-04-18 06:09:52 main:574] : INFO : Epoch 1833 | loss: 0.031155 | val_loss: 0.0311554 | Time: 3412.64 ms
[2022-04-18 06:09:55 main:574] : INFO : Epoch 1834 | loss: 0.0311546 | val_loss: 0.0311602 | Time: 3648.44 ms
[2022-04-18 06:09:58 main:574] : INFO : Epoch 1835 | loss: 0.0311525 | val_loss: 0.0311596 | Time: 3092.03 ms
[2022-04-18 06:10:02 main:574] : INFO : Epoch 1836 | loss: 0.0311521 | val_loss: 0.0311543 | Time: 4123.13 ms
[2022-04-18 06:10:06 main:574] : INFO : Epoch 1837 | loss: 0.0311488 | val_loss: 0.0311535 | Time: 3404.45 ms
[2022-04-18 06:10:09 main:574] : INFO : Epoch 1838 | loss: 0.0311478 | val_loss: 0.031154 | Time: 3065.25 ms
[2022-04-18 06:10:13 main:574] : INFO : Epoch 1839 | loss: 0.0311533 | val_loss: 0.0311568 | Time: 3916.64 ms
[2022-04-18 06:10:16 main:574] : INFO : Epoch 1840 | loss: 0.0311561 | val_loss: 0.0311563 | Time: 3146.86 ms
[2022-04-18 06:10:19 main:574] : INFO : Epoch 1841 | loss: 0.0311546 | val_loss: 0.0311543 | Time: 3308.6 ms
[2022-04-18 06:10:23 main:574] : INFO : Epoch 1842 | loss: 0.0311533 | val_loss: 0.0311577 | Time: 3902.21 ms
[2022-04-18 06:10:26 main:574] : INFO : Epoch 1843 | loss: 0.0311554 | val_loss: 0.0311573 | Time: 3165.65 ms
[2022-04-18 06:10:40 main:574] : INFO : Epoch 1844 | loss: 0.0311522 | val_loss: 0.0311539 | Time: 13930 ms
[2022-04-18 06:10:43 main:574] : INFO : Epoch 1845 | loss: 0.0311511 | val_loss: 0.0311552 | Time: 3167.51 ms
[2022-04-18 06:10:47 main:574] : INFO : Epoch 1846 | loss: 0.0311491 | val_loss: 0.0311555 | Time: 3249.69 ms
[2022-04-18 06:10:51 main:574] : INFO : Epoch 1847 | loss: 0.0311501 | val_loss: 0.0311538 | Time: 3790.76 ms
[2022-04-18 06:10:54 main:574] : INFO : Epoch 1848 | loss: 0.03115 | val_loss: 0.0311614 | Time: 3119.55 ms
[2022-04-18 06:10:57 main:574] : INFO : Epoch 1849 | loss: 0.0311522 | val_loss: 0.0311599 | Time: 3569.52 ms
[2022-04-18 06:11:01 main:574] : INFO : Epoch 1850 | loss: 0.031152 | val_loss: 0.031158 | Time: 3541.94 ms
[2022-04-18 06:11:04 main:574] : INFO : Epoch 1851 | loss: 0.0311505 | val_loss: 0.0311575 | Time: 3008.34 ms
[2022-04-18 06:11:07 main:574] : INFO : Epoch 1852 | loss: 0.0311513 | val_loss: 0.0311579 | Time: 3002.75 ms
[2022-04-18 06:11:10 main:574] : INFO : Epoch 1853 | loss: 0.0311522 | val_loss: 0.0311621 | Time: 3590.11 ms
[2022-04-18 06:11:14 main:574] : INFO : Epoch 1854 | loss: 0.03115 | val_loss: 0.0311559 | Time: 3448.72 ms
[2022-04-18 06:11:17 main:574] : INFO : Epoch 1855 | loss: 0.0311481 | val_loss: 0.0311565 | Time: 3055.93 ms
[2022-04-18 06:11:21 main:574] : INFO : Epoch 1856 | loss: 0.0311485 | val_loss: 0.0311546 | Time: 3767.18 ms
[2022-04-18 06:11:24 main:574] : INFO : Epoch 1857 | loss: 0.0311488 | val_loss: 0.0311522 | Time: 3173.14 ms
[2022-04-18 06:11:27 main:574] : INFO : Epoch 1858 | loss: 0.031149 | val_loss: 0.0311564 | Time: 3050.26 ms
[2022-04-18 06:11:31 main:574] : INFO : Epoch 1859 | loss: 0.0311499 | val_loss: 0.0311567 | Time: 3859.56 ms
[2022-04-18 06:11:34 main:574] : INFO : Epoch 1860 | loss: 0.0311513 | val_loss: 0.0311566 | Time: 3123.83 ms
[2022-04-18 06:11:37 main:574] : INFO : Epoch 1861 | loss: 0.0311504 | val_loss: 0.0311551 | Time: 3267.63 ms
[2022-04-18 06:11:41 main:574] : INFO : Epoch 1862 | loss: 0.0311487 | val_loss: 0.0311516 | Time: 3775.69 ms
[2022-04-18 06:11:44 main:574] : INFO : Epoch 1863 | loss: 0.0311475 | val_loss: 0.0311537 | Time: 3072.66 ms
[2022-04-18 06:11:47 main:574] : INFO : Epoch 1864 | loss: 0.0311476 | val_loss: 0.0311589 | Time: 3507.84 ms
[2022-04-18 06:11:51 main:574] : INFO : Epoch 1865 | loss: 0.0311482 | val_loss: 0.0311527 | Time: 3469.26 ms
[2022-04-18 06:11:54 main:574] : INFO : Epoch 1866 | loss: 0.0311488 | val_loss: 0.0311521 | Time: 3017.87 ms
[2022-04-18 06:11:58 main:574] : INFO : Epoch 1867 | loss: 0.0311479 | val_loss: 0.0311549 | Time: 3714.36 ms
[2022-04-18 06:12:01 main:574] : INFO : Epoch 1868 | loss: 0.0311492 | val_loss: 0.0311556 | Time: 3368.07 ms
[2022-04-18 06:12:04 main:574] : INFO : Epoch 1869 | loss: 0.0311457 | val_loss: 0.0311515 | Time: 2991.67 ms
[2022-04-18 06:12:07 main:574] : INFO : Epoch 1870 | loss: 0.0311456 | val_loss: 0.0311518 | Time: 3027.18 ms
[2022-04-18 06:12:11 main:574] : INFO : Epoch 1871 | loss: 0.03115 | val_loss: 0.0311548 | Time: 3846.36 ms
[2022-04-18 06:12:14 main:574] : INFO : Epoch 1872 | loss: 0.0311465 | val_loss: 0.0311548 | Time: 3207.53 ms
[2022-04-18 06:12:17 main:574] : INFO : Epoch 1873 | loss: 0.0311486 | val_loss: 0.0311617 | Time: 3072.77 ms
[2022-04-18 06:12:21 main:574] : INFO : Epoch 1874 | loss: 0.0311495 | val_loss: 0.0311555 | Time: 3951.42 ms
[2022-04-18 06:12:24 main:574] : INFO : Epoch 1875 | loss: 0.0311486 | val_loss: 0.0311547 | Time: 3111.19 ms
[2022-04-18 06:12:28 main:574] : INFO : Epoch 1876 | loss: 0.0311485 | val_loss: 0.0311587 | Time: 3201.61 ms
[2022-04-18 06:12:32 main:574] : INFO : Epoch 1877 | loss: 0.0311475 | val_loss: 0.0311519 | Time: 4038.11 ms
[2022-04-18 06:12:35 main:574] : INFO : Epoch 1878 | loss: 0.031148 | val_loss: 0.0311538 | Time: 3113.86 ms
[2022-04-18 06:12:48 main:574] : INFO : Epoch 1879 | loss: 0.0311478 | val_loss: 0.0311533 | Time: 13646.6 ms
[2022-04-18 06:12:51 main:574] : INFO : Epoch 1880 | loss: 0.0311465 | val_loss: 0.0311506 | Time: 3140.56 ms
[2022-04-18 06:12:55 main:574] : INFO : Epoch 1881 | loss: 0.0311452 | val_loss: 0.0311536 | Time: 3248.7 ms
[2022-04-18 06:12:59 main:574] : INFO : Epoch 1882 | loss: 0.0311467 | val_loss: 0.0311597 | Time: 3814.78 ms
[2022-04-18 06:13:02 main:574] : INFO : Epoch 1883 | loss: 0.0311506 | val_loss: 0.0311539 | Time: 3196.5 ms
[2022-04-18 06:13:05 main:574] : INFO : Epoch 1884 | loss: 0.0311472 | val_loss: 0.0311522 | Time: 3468.62 ms
[2022-04-18 06:13:09 main:574] : INFO : Epoch 1885 | loss: 0.031145 | val_loss: 0.0311537 | Time: 3544.82 ms
[2022-04-18 06:13:12 main:574] : INFO : Epoch 1886 | loss: 0.031145 | val_loss: 0.0311551 | Time: 2987.18 ms
[2022-04-18 06:13:15 main:574] : INFO : Epoch 1887 | loss: 0.0311465 | val_loss: 0.0311544 | Time: 3055.62 ms
[2022-04-18 06:13:18 main:574] : INFO : Epoch 1888 | loss: 0.031149 | val_loss: 0.0311588 | Time: 3625.98 ms
[2022-04-18 06:13:22 main:574] : INFO : Epoch 1889 | loss: 0.0311482 | val_loss: 0.0311563 | Time: 3566.97 ms
[2022-04-18 06:13:25 main:574] : INFO : Epoch 1890 | loss: 0.0311456 | val_loss: 0.0311599 | Time: 3084.29 ms
[2022-04-18 06:13:39 main:574] : INFO : Epoch 1891 | loss: 0.0311481 | val_loss: 0.0311588 | Time: 14010.4 ms
[2022-04-18 06:13:42 main:574] : INFO : Epoch 1892 | loss: 0.0311462 | val_loss: 0.0311537 | Time: 3085.96 ms
[2022-04-18 06:13:46 main:574] : INFO : Epoch 1893 | loss: 0.0311451 | val_loss: 0.0311543 | Time: 3649.67 ms
[2022-04-18 06:13:49 main:574] : INFO : Epoch 1894 | loss: 0.0311467 | val_loss: 0.0311589 | Time: 3363.98 ms
[2022-04-18 06:13:52 main:574] : INFO : Epoch 1895 | loss: 0.031151 | val_loss: 0.0311559 | Time: 3059 ms
[2022-04-18 06:13:56 main:574] : INFO : Epoch 1896 | loss: 0.0311549 | val_loss: 0.0311576 | Time: 3929.12 ms
[2022-04-18 06:13:59 main:574] : INFO : Epoch 1897 | loss: 0.0311556 | val_loss: 0.0311549 | Time: 3187.23 ms
[2022-04-18 06:14:03 main:574] : INFO : Epoch 1898 | loss: 0.0311551 | val_loss: 0.0311546 | Time: 3239 ms
[2022-04-18 06:14:06 main:574] : INFO : Epoch 1899 | loss: 0.031153 | val_loss: 0.031154 | Time: 3778.2 ms
[2022-04-18 06:14:10 main:574] : INFO : Epoch 1900 | loss: 0.0311509 | val_loss: 0.0311511 | Time: 3093.3 ms
[2022-04-18 06:14:13 main:574] : INFO : Epoch 1901 | loss: 0.0311502 | val_loss: 0.03115 | Time: 3418.15 ms
[2022-04-18 06:14:17 main:574] : INFO : Epoch 1902 | loss: 0.0311517 | val_loss: 0.0311501 | Time: 3547.28 ms
[2022-04-18 06:14:20 main:574] : INFO : Epoch 1903 | loss: 0.0311488 | val_loss: 0.0311564 | Time: 3016.8 ms
[2022-04-18 06:14:23 main:574] : INFO : Epoch 1904 | loss: 0.0311483 | val_loss: 0.0311527 | Time: 3513.8 ms
[2022-04-18 06:14:27 main:574] : INFO : Epoch 1905 | loss: 0.031147 | val_loss: 0.0311527 | Time: 3489.07 ms
[2022-04-18 06:14:30 main:574] : INFO : Epoch 1906 | loss: 0.0311475 | val_loss: 0.0311553 | Time: 2975.24 ms
[2022-04-18 06:14:33 main:574] : INFO : Epoch 1907 | loss: 0.0311524 | val_loss: 0.0311552 | Time: 3054 ms
[2022-04-18 06:14:36 main:574] : INFO : Epoch 1908 | loss: 0.0311488 | val_loss: 0.0311517 | Time: 3737.36 ms
[2022-04-18 06:14:40 main:574] : INFO : Epoch 1909 | loss: 0.0311486 | val_loss: 0.0311508 | Time: 3254.04 ms
[2022-04-18 06:14:43 main:574] : INFO : Epoch 1910 | loss: 0.0311453 | val_loss: 0.0311516 | Time: 2994.77 ms
[2022-04-18 06:14:46 main:574] : INFO : Epoch 1911 | loss: 0.0311467 | val_loss: 0.0311546 | Time: 3849.83 ms
[2022-04-18 06:14:49 main:574] : INFO : Epoch 1912 | loss: 0.0311482 | val_loss: 0.0311522 | Time: 3056.8 ms
[2022-04-18 06:14:53 main:574] : INFO : Epoch 1913 | loss: 0.0311491 | val_loss: 0.0311589 | Time: 3271.53 ms
[2022-04-18 06:14:56 main:574] : INFO : Epoch 1914 | loss: 0.0311474 | val_loss: 0.0311521 | Time: 3690.21 ms
[2022-04-18 06:14:59 main:574] : INFO : Epoch 1915 | loss: 0.0311452 | val_loss: 0.0311541 | Time: 3033.04 ms
[2022-04-18 06:15:03 main:574] : INFO : Epoch 1916 | loss: 0.0311491 | val_loss: 0.0311534 | Time: 3567.51 ms
[2022-04-18 06:15:06 main:574] : INFO : Epoch 1917 | loss: 0.0311479 | val_loss: 0.0311584 | Time: 3440.73 ms
[2022-04-18 06:15:10 main:574] : INFO : Epoch 1918 | loss: 0.0311482 | val_loss: 0.0311563 | Time: 3039.38 ms
[2022-04-18 06:15:13 main:574] : INFO : Epoch 1919 | loss: 0.0311512 | val_loss: 0.0311589 | Time: 3682.42 ms
[2022-04-18 06:15:17 main:574] : INFO : Epoch 1920 | loss: 0.0311494 | val_loss: 0.0311556 | Time: 3293.89 ms
[2022-04-18 06:15:20 main:574] : INFO : Epoch 1921 | loss: 0.031147 | val_loss: 0.0311558 | Time: 3051.64 ms
[2022-04-18 06:15:23 main:574] : INFO : Epoch 1922 | loss: 0.0311508 | val_loss: 0.0311567 | Time: 3900.11 ms
[2022-04-18 06:15:27 main:574] : INFO : Epoch 1923 | loss: 0.031147 | val_loss: 0.0311535 | Time: 3092.48 ms
[2022-04-18 06:15:30 main:574] : INFO : Epoch 1924 | loss: 0.0311452 | val_loss: 0.0311512 | Time: 3080.43 ms
[2022-04-18 06:15:34 main:574] : INFO : Epoch 1925 | loss: 0.0311456 | val_loss: 0.0311557 | Time: 3881.54 ms
[2022-04-18 06:15:37 main:574] : INFO : Epoch 1926 | loss: 0.0311488 | val_loss: 0.0311547 | Time: 2992.31 ms
[2022-04-18 06:15:40 main:574] : INFO : Epoch 1927 | loss: 0.0311468 | val_loss: 0.0311597 | Time: 3134.31 ms
[2022-04-18 06:15:43 main:574] : INFO : Epoch 1928 | loss: 0.0311483 | val_loss: 0.0311525 | Time: 3446.24 ms
[2022-04-18 06:15:47 main:574] : INFO : Epoch 1929 | loss: 0.0311488 | val_loss: 0.0311533 | Time: 4151.97 ms
[2022-04-18 06:15:50 main:574] : INFO : Epoch 1930 | loss: 0.0311537 | val_loss: 0.0311523 | Time: 3055.53 ms
[2022-04-18 06:15:54 main:574] : INFO : Epoch 1931 | loss: 0.0311482 | val_loss: 0.0311543 | Time: 3720.06 ms
[2022-04-18 06:15:58 main:574] : INFO : Epoch 1932 | loss: 0.0311474 | val_loss: 0.0311519 | Time: 3513.19 ms
[2022-04-18 06:16:01 main:574] : INFO : Epoch 1933 | loss: 0.0311477 | val_loss: 0.0311522 | Time: 3127.54 ms
[2022-04-18 06:16:04 main:574] : INFO : Epoch 1934 | loss: 0.031147 | val_loss: 0.0311538 | Time: 3772.23 ms
[2022-04-18 06:16:08 main:574] : INFO : Epoch 1935 | loss: 0.0311472 | val_loss: 0.0311531 | Time: 3223 ms
[2022-04-18 06:16:11 main:574] : INFO : Epoch 1936 | loss: 0.0311488 | val_loss: 0.0311595 | Time: 3036.93 ms
[2022-04-18 06:16:15 main:574] : INFO : Epoch 1937 | loss: 0.0311545 | val_loss: 0.0311544 | Time: 3874.71 ms
[2022-04-18 06:16:18 main:574] : INFO : Epoch 1938 | loss: 0.0311451 | val_loss: 0.0311539 | Time: 3087.06 ms
[2022-04-18 06:16:21 main:574] : INFO : Epoch 1939 | loss: 0.0311453 | val_loss: 0.0311576 | Time: 3268.53 ms
[2022-04-18 06:16:25 main:574] : INFO : Epoch 1940 | loss: 0.0311457 | val_loss: 0.0311555 | Time: 3737.9 ms
[2022-04-18 06:16:28 main:574] : INFO : Epoch 1941 | loss: 0.0311457 | val_loss: 0.0311538 | Time: 3134.98 ms
[2022-04-18 06:16:31 main:574] : INFO : Epoch 1942 | loss: 0.0311437 | val_loss: 0.0311522 | Time: 3416.96 ms
[2022-04-18 06:16:35 main:574] : INFO : Epoch 1943 | loss: 0.0311429 | val_loss: 0.0311524 | Time: 3617.52 ms
[2022-04-18 06:16:38 main:574] : INFO : Epoch 1944 | loss: 0.0311445 | val_loss: 0.0311526 | Time: 3051.07 ms
[2022-04-18 06:16:41 main:574] : INFO : Epoch 1945 | loss: 0.0311423 | val_loss: 0.031157 | Time: 3518.34 ms
[2022-04-18 06:16:45 main:574] : INFO : Epoch 1946 | loss: 0.0311453 | val_loss: 0.0311539 | Time: 3427.75 ms
[2022-04-18 06:16:48 main:574] : INFO : Epoch 1947 | loss: 0.0311448 | val_loss: 0.0311518 | Time: 2980.74 ms
[2022-04-18 06:16:51 main:574] : INFO : Epoch 1948 | loss: 0.031144 | val_loss: 0.0311506 | Time: 3100.61 ms
[2022-04-18 06:16:55 main:574] : INFO : Epoch 1949 | loss: 0.0311443 | val_loss: 0.0311525 | Time: 3644.91 ms
[2022-04-18 06:16:58 main:574] : INFO : Epoch 1950 | loss: 0.0311515 | val_loss: 0.0311572 | Time: 3384.68 ms
[2022-04-18 06:17:01 main:574] : INFO : Epoch 1951 | loss: 0.0311497 | val_loss: 0.0311539 | Time: 3161.82 ms
[2022-04-18 06:17:05 main:574] : INFO : Epoch 1952 | loss: 0.0311516 | val_loss: 0.031154 | Time: 3918.85 ms
[2022-04-18 06:17:08 main:574] : INFO : Epoch 1953 | loss: 0.0311497 | val_loss: 0.0311548 | Time: 3104.17 ms
[2022-04-18 06:17:12 main:574] : INFO : Epoch 1954 | loss: 0.0311503 | val_loss: 0.0311563 | Time: 3280.79 ms
[2022-04-18 06:17:15 main:574] : INFO : Epoch 1955 | loss: 0.0311515 | val_loss: 0.0311556 | Time: 3659.48 ms
[2022-04-18 06:17:18 main:574] : INFO : Epoch 1956 | loss: 0.0311473 | val_loss: 0.0311554 | Time: 3052.85 ms
[2022-04-18 06:17:22 main:574] : INFO : Epoch 1957 | loss: 0.0311463 | val_loss: 0.031154 | Time: 3544.65 ms
[2022-04-18 06:17:25 main:574] : INFO : Epoch 1958 | loss: 0.0311458 | val_loss: 0.0311557 | Time: 3457.11 ms
[2022-04-18 06:17:28 main:574] : INFO : Epoch 1959 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 3021.51 ms
[2022-04-18 06:17:32 main:574] : INFO : Epoch 1960 | loss: 0.0311555 | val_loss: 0.0311607 | Time: 3770.16 ms
[2022-04-18 06:17:35 main:574] : INFO : Epoch 1961 | loss: 0.031149 | val_loss: 0.0311543 | Time: 3238.36 ms
[2022-04-18 06:17:38 main:574] : INFO : Epoch 1962 | loss: 0.0311482 | val_loss: 0.0311595 | Time: 3178.32 ms
[2022-04-18 06:17:42 main:574] : INFO : Epoch 1963 | loss: 0.0311462 | val_loss: 0.0311533 | Time: 3834.95 ms
[2022-04-18 06:17:45 main:574] : INFO : Epoch 1964 | loss: 0.0311466 | val_loss: 0.0311567 | Time: 3044.04 ms
[2022-04-18 06:17:49 main:574] : INFO : Epoch 1965 | loss: 0.0311438 | val_loss: 0.0311538 | Time: 3443.79 ms
[2022-04-18 06:17:52 main:574] : INFO : Epoch 1966 | loss: 0.0311455 | val_loss: 0.0311531 | Time: 3558.28 ms
[2022-04-18 06:17:55 main:574] : INFO : Epoch 1967 | loss: 0.0311427 | val_loss: 0.0311537 | Time: 3000.69 ms
[2022-04-18 06:17:59 main:574] : INFO : Epoch 1968 | loss: 0.0311438 | val_loss: 0.0311538 | Time: 3812.13 ms
[2022-04-18 06:18:03 main:574] : INFO : Epoch 1969 | loss: 0.0311508 | val_loss: 0.0311613 | Time: 3325.51 ms
[2022-04-18 06:18:05 main:574] : INFO : Epoch 1970 | loss: 0.0311532 | val_loss: 0.0311561 | Time: 2961.7 ms
[2022-04-18 06:18:09 main:574] : INFO : Epoch 1971 | loss: 0.0311514 | val_loss: 0.0311572 | Time: 3044.03 ms
[2022-04-18 06:18:12 main:574] : INFO : Epoch 1972 | loss: 0.0311492 | val_loss: 0.0311539 | Time: 3689.16 ms
[2022-04-18 06:18:16 main:574] : INFO : Epoch 1973 | loss: 0.0311467 | val_loss: 0.0311558 | Time: 3305.67 ms
[2022-04-18 06:18:19 main:574] : INFO : Epoch 1974 | loss: 0.0311502 | val_loss: 0.0311529 | Time: 3059.59 ms
[2022-04-18 06:18:22 main:574] : INFO : Epoch 1975 | loss: 0.0311482 | val_loss: 0.0311534 | Time: 3828.99 ms
[2022-04-18 06:18:26 main:574] : INFO : Epoch 1976 | loss: 0.0311483 | val_loss: 0.0311537 | Time: 3137.73 ms
[2022-04-18 06:18:29 main:574] : INFO : Epoch 1977 | loss: 0.0311485 | val_loss: 0.0311609 | Time: 3076.48 ms
[2022-04-18 06:18:33 main:574] : INFO : Epoch 1978 | loss: 0.0311483 | val_loss: 0.0311564 | Time: 3937.39 ms
[2022-04-18 06:18:36 main:574] : INFO : Epoch 1979 | loss: 0.0311491 | val_loss: 0.0311543 | Time: 3049.54 ms
[2022-04-18 06:18:39 main:574] : INFO : Epoch 1980 | loss: 0.0311475 | val_loss: 0.0311539 | Time: 3407.97 ms
[2022-04-18 06:18:43 main:574] : INFO : Epoch 1981 | loss: 0.0311488 | val_loss: 0.0311531 | Time: 3860.15 ms
[2022-04-18 06:18:46 main:574] : INFO : Epoch 1982 | loss: 0.0311471 | val_loss: 0.0311532 | Time: 3089.59 ms
[2022-04-18 06:18:50 main:574] : INFO : Epoch 1983 | loss: 0.0311468 | val_loss: 0.0311531 | Time: 3762.82 ms
[2022-04-18 06:18:53 main:574] : INFO : Epoch 1984 | loss: 0.0311458 | val_loss: 0.0311509 | Time: 3272.27 ms
[2022-04-18 06:18:56 main:574] : INFO : Epoch 1985 | loss: 0.031147 | val_loss: 0.0311505 | Time: 3054.05 ms
[2022-04-18 06:19:00 main:574] : INFO : Epoch 1986 | loss: 0.0311494 | val_loss: 0.0311618 | Time: 4128.53 ms
[2022-04-18 06:19:03 main:574] : INFO : Epoch 1987 | loss: 0.0311495 | val_loss: 0.0311584 | Time: 3106.02 ms
[2022-04-18 06:19:06 main:574] : INFO : Epoch 1988 | loss: 0.0311484 | val_loss: 0.0311541 | Time: 3098.59 ms
[2022-04-18 06:19:09 main:574] : INFO : Epoch 1989 | loss: 0.031148 | val_loss: 0.0311567 | Time: 3025.94 ms
[2022-04-18 06:19:14 main:574] : INFO : Epoch 1990 | loss: 0.0311495 | val_loss: 0.0311531 | Time: 4019.45 ms
[2022-04-18 06:19:17 main:574] : INFO : Epoch 1991 | loss: 0.0311451 | val_loss: 0.0311545 | Time: 3033.48 ms
[2022-04-18 06:19:20 main:574] : INFO : Epoch 1992 | loss: 0.0311459 | val_loss: 0.0311542 | Time: 3390.67 ms
[2022-04-18 06:19:24 main:574] : INFO : Epoch 1993 | loss: 0.0311477 | val_loss: 0.031153 | Time: 3689.27 ms
[2022-04-18 06:19:27 main:574] : INFO : Epoch 1994 | loss: 0.0311446 | val_loss: 0.0311527 | Time: 3087.85 ms
[2022-04-18 06:19:30 main:574] : INFO : Epoch 1995 | loss: 0.0311459 | val_loss: 0.0311518 | Time: 3504.83 ms
[2022-04-18 06:19:34 main:574] : INFO : Epoch 1996 | loss: 0.0311443 | val_loss: 0.0311502 | Time: 3515.34 ms
[2022-04-18 06:19:37 main:574] : INFO : Epoch 1997 | loss: 0.0311427 | val_loss: 0.0311512 | Time: 3063.83 ms
[2022-04-18 06:19:40 main:574] : INFO : Epoch 1998 | loss: 0.0311433 | val_loss: 0.0311497 | Time: 3665.33 ms
[2022-04-18 06:19:44 main:574] : INFO : Epoch 1999 | loss: 0.0311432 | val_loss: 0.0311487 | Time: 3269.76 ms
[2022-04-18 06:19:47 main:574] : INFO : Epoch 2000 | loss: 0.0311436 | val_loss: 0.0311497 | Time: 2918.04 ms
[2022-04-18 06:19:50 main:574] : INFO : Epoch 2001 | loss: 0.031143 | val_loss: 0.031152 | Time: 3791.48 ms
[2022-04-18 06:19:54 main:574] : INFO : Epoch 2002 | loss: 0.0311449 | val_loss: 0.031155 | Time: 3169.62 ms
[2022-04-18 06:19:57 main:574] : INFO : Epoch 2003 | loss: 0.0311449 | val_loss: 0.0311493 | Time: 3082.95 ms
[2022-04-18 06:20:01 main:574] : INFO : Epoch 2004 | loss: 0.0311438 | val_loss: 0.0311492 | Time: 3981.48 ms
[2022-04-18 06:20:04 main:574] : INFO : Epoch 2005 | loss: 0.0311471 | val_loss: 0.0311601 | Time: 3069.43 ms
[2022-04-18 06:20:07 main:574] : INFO : Epoch 2006 | loss: 0.0311477 | val_loss: 0.0311526 | Time: 3323.26 ms
[2022-04-18 06:20:11 main:574] : INFO : Epoch 2007 | loss: 0.0311439 | val_loss: 0.0311522 | Time: 3497.65 ms
[2022-04-18 06:20:13 main:574] : INFO : Epoch 2008 | loss: 0.0311447 | val_loss: 0.0311518 | Time: 2804.48 ms
[2022-04-18 06:20:16 main:574] : INFO : Epoch 2009 | loss: 0.0311418 | val_loss: 0.0311481 | Time: 2884.79 ms
[2022-04-18 06:20:19 main:574] : INFO : Epoch 2010 | loss: 0.0311415 | val_loss: 0.0311489 | Time: 3079.34 ms
[2022-04-18 06:20:23 main:574] : INFO : Epoch 2011 | loss: 0.0311412 | val_loss: 0.0311494 | Time: 3829.66 ms
[2022-04-18 06:20:26 main:574] : INFO : Epoch 2012 | loss: 0.03114 | val_loss: 0.0311561 | Time: 3055.84 ms
[2022-04-18 06:20:30 main:574] : INFO : Epoch 2013 | loss: 0.0311413 | val_loss: 0.0311527 | Time: 3308.63 ms
[2022-04-18 06:20:33 main:574] : INFO : Epoch 2014 | loss: 0.0311408 | val_loss: 0.0311476 | Time: 3457.46 ms
[2022-04-18 06:20:36 main:574] : INFO : Epoch 2015 | loss: 0.0311415 | val_loss: 0.0311498 | Time: 2995.03 ms
[2022-04-18 06:20:40 main:574] : INFO : Epoch 2016 | loss: 0.0311411 | val_loss: 0.0311498 | Time: 3560.2 ms
[2022-04-18 06:20:43 main:574] : INFO : Epoch 2017 | loss: 0.0311388 | val_loss: 0.031153 | Time: 3288.26 ms
[2022-04-18 06:20:46 main:574] : INFO : Epoch 2018 | loss: 0.0311391 | val_loss: 0.0311482 | Time: 2884.26 ms
[2022-04-18 06:20:49 main:574] : INFO : Epoch 2019 | loss: 0.0311381 | val_loss: 0.0311483 | Time: 3437.83 ms
[2022-04-18 06:20:53 main:574] : INFO : Epoch 2020 | loss: 0.0311385 | val_loss: 0.0311475 | Time: 3305.66 ms
[2022-04-18 06:20:56 main:574] : INFO : Epoch 2021 | loss: 0.0311376 | val_loss: 0.0311489 | Time: 3101.69 ms
[2022-04-18 06:20:59 main:574] : INFO : Epoch 2022 | loss: 0.0311399 | val_loss: 0.0311495 | Time: 3767.11 ms
[2022-04-18 06:21:03 main:574] : INFO : Epoch 2023 | loss: 0.0311394 | val_loss: 0.031154 | Time: 3336.04 ms
[2022-04-18 06:21:06 main:574] : INFO : Epoch 2024 | loss: 0.0311398 | val_loss: 0.0311535 | Time: 2988.53 ms
[2022-04-18 06:21:10 main:574] : INFO : Epoch 2025 | loss: 0.0311372 | val_loss: 0.0311487 | Time: 3943.67 ms
[2022-04-18 06:21:13 main:574] : INFO : Epoch 2026 | loss: 0.0311373 | val_loss: 0.0311502 | Time: 3033.37 ms
[2022-04-18 06:21:16 main:574] : INFO : Epoch 2027 | loss: 0.0311354 | val_loss: 0.0311507 | Time: 3331.21 ms
[2022-04-18 06:21:20 main:574] : INFO : Epoch 2028 | loss: 0.0311361 | val_loss: 0.0311504 | Time: 3689.28 ms
[2022-04-18 06:21:23 main:574] : INFO : Epoch 2029 | loss: 0.0311372 | val_loss: 0.0311495 | Time: 3022.64 ms
[2022-04-18 06:21:26 main:574] : INFO : Epoch 2030 | loss: 0.0311366 | val_loss: 0.0311496 | Time: 3533.14 ms
[2022-04-18 06:21:30 main:574] : INFO : Epoch 2031 | loss: 0.0311357 | val_loss: 0.0311498 | Time: 3436.68 ms
[2022-04-18 06:21:33 main:574] : INFO : Epoch 2032 | loss: 0.0311381 | val_loss: 0.0311484 | Time: 2988.89 ms
[2022-04-18 06:21:36 main:574] : INFO : Epoch 2033 | loss: 0.0311478 | val_loss: 0.0311725 | Time: 3129.69 ms
[2022-04-18 06:21:40 main:574] : INFO : Epoch 2034 | loss: 0.0311482 | val_loss: 0.0311495 | Time: 3601.67 ms
[2022-04-18 06:21:43 main:574] : INFO : Epoch 2035 | loss: 0.0311389 | val_loss: 0.031148 | Time: 3160.18 ms
[2022-04-18 06:21:46 main:574] : INFO : Epoch 2036 | loss: 0.0311386 | val_loss: 0.0311498 | Time: 2990.85 ms
[2022-04-18 06:21:50 main:574] : INFO : Epoch 2037 | loss: 0.0311381 | val_loss: 0.0311474 | Time: 3895.74 ms
[2022-04-18 06:21:53 main:574] : INFO : Epoch 2038 | loss: 0.0311386 | val_loss: 0.0311498 | Time: 3079.66 ms
[2022-04-18 06:21:56 main:574] : INFO : Epoch 2039 | loss: 0.0311383 | val_loss: 0.0311472 | Time: 3259.62 ms
[2022-04-18 06:22:00 main:574] : INFO : Epoch 2040 | loss: 0.0311384 | val_loss: 0.0311461 | Time: 3799.81 ms
[2022-04-18 06:22:03 main:574] : INFO : Epoch 2041 | loss: 0.0311372 | val_loss: 0.0311493 | Time: 3115.13 ms
[2022-04-18 06:22:06 main:574] : INFO : Epoch 2042 | loss: 0.031138 | val_loss: 0.031152 | Time: 3457.16 ms
[2022-04-18 06:22:10 main:574] : INFO : Epoch 2043 | loss: 0.0311391 | val_loss: 0.031153 | Time: 3544.41 ms
[2022-04-18 06:22:13 main:574] : INFO : Epoch 2044 | loss: 0.0311382 | val_loss: 0.031148 | Time: 3050.46 ms
[2022-04-18 06:22:17 main:574] : INFO : Epoch 2045 | loss: 0.031137 | val_loss: 0.0311463 | Time: 3724.54 ms
[2022-04-18 06:22:20 main:574] : INFO : Epoch 2046 | loss: 0.0311385 | val_loss: 0.0311487 | Time: 3288.78 ms
[2022-04-18 06:22:23 main:574] : INFO : Epoch 2047 | loss: 0.0311385 | val_loss: 0.0311478 | Time: 2917.93 ms
[2022-04-18 06:22:26 main:574] : INFO : Epoch 2048 | loss: 0.0311414 | val_loss: 0.0311504 | Time: 3647.81 ms
[2022-04-18 06:22:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311504
[2022-04-18 06:22:26 main:603] : INFO : Saving end state to config to file
[2022-04-18 06:22:27 main:608] : INFO : Success, exiting..
06:22:27 (21308): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)