Task 7820493
| Name | ParityModified-1631728754-24205-2_0 |
| Workunit | 5451165 |
| Created | 4 Oct 2021, 15:09:21 UTC |
| Sent | 14 Oct 2021, 6:39:03 UTC |
| Report deadline | 21 Oct 2021, 6:39:03 UTC |
| Received | 14 Oct 2021, 10:03:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 43 min 53 sec |
| CPU time | 1 hours 40 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311578 | val_loss: 0.031172 | Time: 2960.43 ms [2021-10-14 09:53:30 main:574] : INFO : Epoch 1543 | loss: 0.0311577 | val_loss: 0.0311749 | Time: 3102.99 ms [2021-10-14 09:53:34 main:574] : INFO : Epoch 1544 | loss: 0.0311591 | val_loss: 0.0311774 | Time: 3099.03 ms [2021-10-14 09:53:37 main:574] : INFO : Epoch 1545 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 3094.72 ms [2021-10-14 09:53:40 main:574] : INFO : Epoch 1546 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 2911.49 ms [2021-10-14 09:53:43 main:574] : INFO : Epoch 1547 | loss: 0.0311602 | val_loss: 0.0311789 | Time: 3014.6 ms [2021-10-14 09:53:46 main:574] : INFO : Epoch 1548 | loss: 0.0311591 | val_loss: 0.0311721 | Time: 3048.19 ms [2021-10-14 09:53:49 main:574] : INFO : Epoch 1549 | loss: 0.0311584 | val_loss: 0.0311758 | Time: 2966.08 ms [2021-10-14 09:53:52 main:574] : INFO : Epoch 1550 | loss: 0.0311606 | val_loss: 0.0311731 | Time: 2882.7 ms [2021-10-14 09:53:54 main:574] : INFO : Epoch 1551 | loss: 0.0311608 | val_loss: 0.0311756 | Time: 2970.65 ms [2021-10-14 09:53:58 main:574] : INFO : Epoch 1552 | loss: 0.03116 | val_loss: 0.0311705 | Time: 3257.29 ms [2021-10-14 09:54:01 main:574] : INFO : Epoch 1553 | loss: 0.0311585 | val_loss: 0.0311754 | Time: 3055.23 ms [2021-10-14 09:54:04 main:574] : INFO : Epoch 1554 | loss: 0.0311611 | val_loss: 0.0311741 | Time: 3054.41 ms [2021-10-14 09:54:07 main:574] : INFO : Epoch 1555 | loss: 0.0311597 | val_loss: 0.0311773 | Time: 2894.01 ms [2021-10-14 09:54:10 main:574] : INFO : Epoch 1556 | loss: 0.0311609 | val_loss: 0.0311757 | Time: 2922.3 ms [2021-10-14 09:54:13 main:574] : INFO : Epoch 1557 | loss: 0.0311642 | val_loss: 0.0311814 | Time: 3018.71 ms [2021-10-14 09:54:16 main:574] : INFO : Epoch 1558 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 2957.71 ms [2021-10-14 09:54:19 main:574] : INFO : Epoch 1559 | loss: 0.031159 | val_loss: 0.0311731 | Time: 2959.94 ms [2021-10-14 09:54:22 main:574] : INFO : Epoch 1560 | loss: 0.0311585 | val_loss: 0.0311737 | Time: 2958.68 ms [2021-10-14 09:54:25 main:574] : INFO : Epoch 1561 | loss: 0.0311584 | val_loss: 0.0311759 | Time: 2850.96 ms [2021-10-14 09:54:28 main:574] : INFO : Epoch 1562 | loss: 0.03116 | val_loss: 0.0311779 | Time: 2998.75 ms [2021-10-14 09:54:31 main:574] : INFO : Epoch 1563 | loss: 0.0311649 | val_loss: 0.0311773 | Time: 3007.18 ms [2021-10-14 09:54:34 main:574] : INFO : Epoch 1564 | loss: 0.0311656 | val_loss: 0.0311782 | Time: 3167.5 ms [2021-10-14 09:54:37 main:574] : INFO : Epoch 1565 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 3063.68 ms [2021-10-14 09:54:40 main:574] : INFO : Epoch 1566 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 2878.39 ms [2021-10-14 09:54:43 main:574] : INFO : Epoch 1567 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 3014.09 ms [2021-10-14 09:54:46 main:574] : INFO : Epoch 1568 | loss: 0.0311627 | val_loss: 0.0311722 | Time: 3012.34 ms [2021-10-14 09:54:49 main:574] : INFO : Epoch 1569 | loss: 0.0311619 | val_loss: 0.0311743 | Time: 2974.8 ms [2021-10-14 09:54:52 main:574] : INFO : Epoch 1570 | loss: 0.0311616 | val_loss: 0.0311784 | Time: 2952.42 ms [2021-10-14 09:54:55 main:574] : INFO : Epoch 1571 | loss: 0.0311625 | val_loss: 0.0311827 | Time: 2948.84 ms [2021-10-14 09:54:58 main:574] : INFO : Epoch 1572 | loss: 0.031163 | val_loss: 0.0311765 | Time: 3172.99 ms [2021-10-14 09:55:01 main:574] : INFO : Epoch 1573 | loss: 0.0311592 | val_loss: 0.0311714 | Time: 3081.35 ms [2021-10-14 09:55:04 main:574] : INFO : Epoch 1574 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 3015.57 ms [2021-10-14 09:55:07 main:574] : INFO : Epoch 1575 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 2853.27 ms [2021-10-14 09:55:10 main:574] : INFO : Epoch 1576 | loss: 0.0311604 | val_loss: 0.031176 | Time: 2852.05 ms [2021-10-14 09:55:13 main:574] : INFO : Epoch 1577 | loss: 0.0311595 | val_loss: 0.0311721 | Time: 2976.88 ms [2021-10-14 09:55:16 main:574] : INFO : Epoch 1578 | loss: 0.0311618 | val_loss: 0.031176 | Time: 2995.87 ms [2021-10-14 09:55:19 main:574] : INFO : Epoch 1579 | loss: 0.0311599 | val_loss: 0.0311766 | Time: 2989.68 ms [2021-10-14 09:55:22 main:574] : INFO : Epoch 1580 | loss: 0.0311589 | val_loss: 0.0311755 | Time: 2940.15 ms [2021-10-14 09:55:25 main:574] : INFO : Epoch 1581 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 2940.21 ms [2021-10-14 09:55:28 main:574] : INFO : Epoch 1582 | loss: 0.0311579 | val_loss: 0.0311803 | Time: 3007.14 ms [2021-10-14 09:55:31 main:574] : INFO : Epoch 1583 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 3027.09 ms [2021-10-14 09:55:34 main:574] : INFO : Epoch 1584 | loss: 0.0311571 | val_loss: 0.0311729 | Time: 2997.01 ms [2021-10-14 09:55:37 main:574] : INFO : Epoch 1585 | loss: 0.0311571 | val_loss: 0.0311742 | Time: 3061.48 ms [2021-10-14 09:55:40 main:574] : INFO : Epoch 1586 | loss: 0.0311574 | val_loss: 0.0311755 | Time: 2834.25 ms [2021-10-14 09:55:43 main:574] : INFO : Epoch 1587 | loss: 0.0311578 | val_loss: 0.0311738 | Time: 2952.73 ms [2021-10-14 09:55:46 main:574] : INFO : Epoch 1588 | loss: 0.031157 | val_loss: 0.0311783 | Time: 2961.84 ms [2021-10-14 09:55:49 main:574] : INFO : Epoch 1589 | loss: 0.0311567 | val_loss: 0.0311841 | Time: 3004.3 ms [2021-10-14 09:55:52 main:574] : INFO : Epoch 1590 | loss: 0.0311579 | val_loss: 0.0311747 | Time: 3016.64 ms [2021-10-14 09:55:54 main:574] : INFO : Epoch 1591 | loss: 0.031156 | val_loss: 0.0311757 | Time: 2892.88 ms [2021-10-14 09:55:57 main:574] : INFO : Epoch 1592 | loss: 0.0311557 | val_loss: 0.0311738 | Time: 2880.43 ms [2021-10-14 09:56:00 main:574] : INFO : Epoch 1593 | loss: 0.0311555 | val_loss: 0.0311783 | Time: 3009.95 ms [2021-10-14 09:56:03 main:574] : INFO : Epoch 1594 | loss: 0.0311574 | val_loss: 0.0311764 | Time: 2947.87 ms [2021-10-14 09:56:06 main:574] : INFO : Epoch 1595 | loss: 0.0311584 | val_loss: 0.0311747 | Time: 3045.43 ms [2021-10-14 09:56:09 main:574] : INFO : Epoch 1596 | loss: 0.0311607 | val_loss: 0.0311773 | Time: 2917.25 ms [2021-10-14 09:56:12 main:574] : INFO : Epoch 1597 | loss: 0.0311573 | val_loss: 0.0311776 | Time: 2913.83 ms [2021-10-14 09:56:16 main:574] : INFO : Epoch 1598 | loss: 0.0311572 | val_loss: 0.0311766 | Time: 3291.69 ms [2021-10-14 09:56:19 main:574] : INFO : Epoch 1599 | loss: 0.0311586 | val_loss: 0.0311812 | Time: 3152.69 ms [2021-10-14 09:56:22 main:574] : INFO : Epoch 1600 | loss: 0.0311556 | val_loss: 0.0311786 | Time: 3025.53 ms [2021-10-14 09:56:25 main:574] : INFO : Epoch 1601 | loss: 0.0311542 | val_loss: 0.0311796 | Time: 2976.78 ms [2021-10-14 09:56:28 main:574] : INFO : Epoch 1602 | loss: 0.0311567 | val_loss: 0.0311765 | Time: 3065.14 ms [2021-10-14 09:56:31 main:574] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.031173 | Time: 3026.81 ms [2021-10-14 09:56:34 main:574] : INFO : Epoch 1604 | loss: 0.0311557 | val_loss: 0.0311748 | Time: 3129.08 ms [2021-10-14 09:56:37 main:574] : INFO : Epoch 1605 | loss: 0.0311545 | val_loss: 0.0311764 | Time: 3061.74 ms [2021-10-14 09:56:40 main:574] : INFO : Epoch 1606 | loss: 0.031155 | val_loss: 0.0311796 | Time: 2904.65 ms [2021-10-14 09:56:43 main:574] : INFO : Epoch 1607 | loss: 0.0311562 | val_loss: 0.0311792 | Time: 2964.1 ms [2021-10-14 09:56:46 main:574] : INFO : Epoch 1608 | loss: 0.0311561 | val_loss: 0.0311805 | Time: 3033.23 ms [2021-10-14 09:56:49 main:574] : INFO : Epoch 1609 | loss: 0.0311563 | val_loss: 0.031177 | Time: 2987.09 ms [2021-10-14 09:56:52 main:574] : INFO : Epoch 1610 | loss: 0.0311568 | val_loss: 0.0311722 | Time: 2975.36 ms [2021-10-14 09:56:55 main:574] : INFO : Epoch 1611 | loss: 0.0311552 | val_loss: 0.0311733 | Time: 3023.91 ms [2021-10-14 09:56:58 main:574] : INFO : Epoch 1612 | loss: 0.0311539 | val_loss: 0.031178 | Time: 2984.57 ms [2021-10-14 09:57:01 main:574] : INFO : Epoch 1613 | loss: 0.0311556 | val_loss: 0.031175 | Time: 2964.57 ms [2021-10-14 09:57:04 main:574] : INFO : Epoch 1614 | loss: 0.0311558 | val_loss: 0.0311716 | Time: 2963.12 ms [2021-10-14 09:57:07 main:574] : INFO : Epoch 1615 | loss: 0.0311537 | val_loss: 0.0311782 | Time: 2846.92 ms [2021-10-14 09:57:10 main:574] : INFO : Epoch 1616 | loss: 0.031154 | val_loss: 0.0311775 | Time: 2861.36 ms [2021-10-14 09:57:13 main:574] : INFO : Epoch 1617 | loss: 0.0311533 | val_loss: 0.0311767 | Time: 3027.14 ms [2021-10-14 09:57:16 main:574] : INFO : Epoch 1618 | loss: 0.0311521 | val_loss: 0.0311768 | Time: 3033.87 ms [2021-10-14 09:57:19 main:574] : INFO : Epoch 1619 | loss: 0.0311516 | val_loss: 0.0311758 | Time: 2993.93 ms [2021-10-14 09:57:22 main:574] : INFO : Epoch 1620 | loss: 0.0311525 | val_loss: 0.0311748 | Time: 3034.21 ms [2021-10-14 09:57:25 main:574] : INFO : Epoch 1621 | loss: 0.0311546 | val_loss: 0.0311752 | Time: 2823.96 ms [2021-10-14 09:57:28 main:574] : INFO : Epoch 1622 | loss: 0.0311551 | val_loss: 0.0311778 | Time: 2956.29 ms [2021-10-14 09:57:31 main:574] : INFO : Epoch 1623 | loss: 0.031153 | val_loss: 0.0311743 | Time: 3027.48 ms [2021-10-14 09:57:34 main:574] : INFO : Epoch 1624 | loss: 0.0311526 | val_loss: 0.0311837 | Time: 3037.85 ms [2021-10-14 09:57:37 main:574] : INFO : Epoch 1625 | loss: 0.031153 | val_loss: 0.0311738 | Time: 3138.84 ms [2021-10-14 09:57:40 main:574] : INFO : Epoch 1626 | loss: 0.0311528 | val_loss: 0.0311825 | Time: 2906.86 ms [2021-10-14 09:57:43 main:574] : INFO : Epoch 1627 | loss: 0.0311575 | val_loss: 0.0311755 | Time: 3144.2 ms [2021-10-14 09:57:46 main:574] : INFO : Epoch 1628 | loss: 0.0311546 | val_loss: 0.0311742 | Time: 3068.45 ms [2021-10-14 09:57:49 main:574] : INFO : Epoch 1629 | loss: 0.031161 | val_loss: 0.0311885 | Time: 3014.3 ms [2021-10-14 09:57:52 main:574] : INFO : Epoch 1630 | loss: 0.0311897 | val_loss: 0.0312006 | Time: 2920.44 ms [2021-10-14 09:57:55 main:574] : INFO : Epoch 1631 | loss: 0.0312216 | val_loss: 0.0312491 | Time: 2925.85 ms [2021-10-14 09:57:58 main:574] : INFO : Epoch 1632 | loss: 0.0318239 | val_loss: 0.0322661 | Time: 3036.21 ms [2021-10-14 09:58:01 main:574] : INFO : Epoch 1633 | loss: 0.0328611 | val_loss: 0.0313347 | Time: 2981.3 ms [2021-10-14 09:58:04 main:574] : INFO : Epoch 1634 | loss: 0.0316811 | val_loss: 0.0314284 | Time: 2993.2 ms [2021-10-14 09:58:07 main:574] : INFO : Epoch 1635 | loss: 0.0313309 | val_loss: 0.0312388 | Time: 2900.11 ms [2021-10-14 09:58:10 main:574] : INFO : Epoch 1636 | loss: 0.0312105 | val_loss: 0.031195 | Time: 2909.66 ms [2021-10-14 09:58:13 main:574] : INFO : Epoch 1637 | loss: 0.0311871 | val_loss: 0.0311878 | Time: 3035.49 ms [2021-10-14 09:58:16 main:574] : INFO : Epoch 1638 | loss: 0.0311813 | val_loss: 0.0311824 | Time: 3018.8 ms [2021-10-14 09:58:19 main:574] : INFO : Epoch 1639 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 2994.32 ms [2021-10-14 09:58:22 main:574] : INFO : Epoch 1640 | loss: 0.0311771 | val_loss: 0.0311792 | Time: 2896.15 ms [2021-10-14 09:58:25 main:574] : INFO : Epoch 1641 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 2893.43 ms [2021-10-14 09:58:28 main:574] : INFO : Epoch 1642 | loss: 0.0311751 | val_loss: 0.0311787 | Time: 2961.78 ms [2021-10-14 09:58:32 main:574] : INFO : Epoch 1643 | loss: 0.0311745 | val_loss: 0.0311786 | Time: 3819.03 ms [2021-10-14 09:58:35 main:574] : INFO : Epoch 1644 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 3773.87 ms [2021-10-14 09:58:39 main:574] : INFO : Epoch 1645 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 3861.63 ms [2021-10-14 09:58:43 main:574] : INFO : Epoch 1646 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 3838.44 ms [2021-10-14 09:58:47 main:574] : INFO : Epoch 1647 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 3662.53 ms [2021-10-14 09:58:51 main:574] : INFO : Epoch 1648 | loss: 0.0311716 | val_loss: 0.031177 | Time: 3730.35 ms [2021-10-14 09:58:55 main:574] : INFO : Epoch 1649 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 3944.96 ms [2021-10-14 09:58:59 main:574] : INFO : Epoch 1650 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 3981.03 ms [2021-10-14 09:59:02 main:574] : INFO : Epoch 1651 | loss: 0.031169 | val_loss: 0.0311762 | Time: 3713.07 ms [2021-10-14 09:59:06 main:574] : INFO : Epoch 1652 | loss: 0.031168 | val_loss: 0.0311742 | Time: 3997.93 ms [2021-10-14 09:59:10 main:574] : INFO : Epoch 1653 | loss: 0.0311681 | val_loss: 0.0311758 | Time: 3707.81 ms [2021-10-14 09:59:14 main:574] : INFO : Epoch 1654 | loss: 0.0311676 | val_loss: 0.0311751 | Time: 4147.08 ms [2021-10-14 09:59:18 main:574] : INFO : Epoch 1655 | loss: 0.0311673 | val_loss: 0.0311746 | Time: 3638.71 ms [2021-10-14 09:59:23 main:574] : INFO : Epoch 1656 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 4783.13 ms [2021-10-14 09:59:27 main:574] : INFO : Epoch 1657 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 4570.46 ms [2021-10-14 09:59:32 main:574] : INFO : Epoch 1658 | loss: 0.0311665 | val_loss: 0.0311746 | Time: 4334.64 ms [2021-10-14 09:59:45 main:574] : INFO : Epoch 1659 | loss: 0.031166 | val_loss: 0.0311756 | Time: 13346.3 ms [2021-10-14 09:59:48 main:574] : INFO : Epoch 1660 | loss: 0.031166 | val_loss: 0.0311746 | Time: 2939.73 ms [2021-10-14 09:59:51 main:574] : INFO : Epoch 1661 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 3063.01 ms [2021-10-14 09:59:54 main:574] : INFO : Epoch 1662 | loss: 0.0311648 | val_loss: 0.0311719 | Time: 3330.73 ms [2021-10-14 09:59:57 main:574] : INFO : Epoch 1663 | loss: 0.031164 | val_loss: 0.0311737 | Time: 3116.98 ms [2021-10-14 10:00:00 main:574] : INFO : Epoch 1664 | loss: 0.0311637 | val_loss: 0.0311736 | Time: 2870.02 ms [2021-10-14 10:00:03 main:574] : INFO : Epoch 1665 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 2995.04 ms [2021-10-14 10:00:06 main:574] : INFO : Epoch 1666 | loss: 0.0311648 | val_loss: 0.031174 | Time: 2981.65 ms [2021-10-14 10:00:09 main:574] : INFO : Epoch 1667 | loss: 0.0311633 | val_loss: 0.0311721 | Time: 3109.5 ms [2021-10-14 10:00:12 main:574] : INFO : Epoch 1668 | loss: 0.0311644 | val_loss: 0.0311702 | Time: 2959.23 ms [2021-10-14 10:00:15 main:574] : INFO : Epoch 1669 | loss: 0.0311635 | val_loss: 0.0311713 | Time: 2911.88 ms [2021-10-14 10:00:18 main:574] : INFO : Epoch 1670 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 2889.56 ms [2021-10-14 10:00:21 main:574] : INFO : Epoch 1671 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 2966.96 ms [2021-10-14 10:00:24 main:574] : INFO : Epoch 1672 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 2965.28 ms [2021-10-14 10:00:27 main:574] : INFO : Epoch 1673 | loss: 0.0311626 | val_loss: 0.031175 | Time: 3012.1 ms [2021-10-14 10:00:30 main:574] : INFO : Epoch 1674 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 2943.33 ms [2021-10-14 10:00:33 main:574] : INFO : Epoch 1675 | loss: 0.0311625 | val_loss: 0.0311725 | Time: 2877.56 ms [2021-10-14 10:00:36 main:574] : INFO : Epoch 1676 | loss: 0.0311616 | val_loss: 0.031172 | Time: 3003.65 ms [2021-10-14 10:00:39 main:574] : INFO : Epoch 1677 | loss: 0.0311604 | val_loss: 0.0311724 | Time: 3040.23 ms [2021-10-14 10:00:42 main:574] : INFO : Epoch 1678 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 2959.7 ms [2021-10-14 10:00:45 main:574] : INFO : Epoch 1679 | loss: 0.0311653 | val_loss: 0.0311756 | Time: 2943.68 ms [2021-10-14 10:00:48 main:574] : INFO : Epoch 1680 | loss: 0.0311638 | val_loss: 0.0311745 | Time: 2888.87 ms [2021-10-14 10:00:51 main:574] : INFO : Epoch 1681 | loss: 0.0311627 | val_loss: 0.0311734 | Time: 2923.89 ms [2021-10-14 10:00:54 main:574] : INFO : Epoch 1682 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 3035.19 ms [2021-10-14 10:00:57 main:574] : INFO : Epoch 1683 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 3045.14 ms [2021-10-14 10:01:00 main:574] : INFO : Epoch 1684 | loss: 0.0311608 | val_loss: 0.0311714 | Time: 3075.55 ms [2021-10-14 10:01:03 main:574] : INFO : Epoch 1685 | loss: 0.0311606 | val_loss: 0.0311729 | Time: 2928.66 ms [2021-10-14 10:01:06 main:574] : INFO : Epoch 1686 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 3152.46 ms [2021-10-14 10:01:09 main:574] : INFO : Epoch 1687 | loss: 0.0311638 | val_loss: 0.0311722 | Time: 3012.75 ms [2021-10-14 10:01:12 main:574] : INFO : Epoch 1688 | loss: 0.0311701 | val_loss: 0.0311707 | Time: 3139.83 ms [2021-10-14 10:01:15 main:574] : INFO : Epoch 1689 | loss: 0.0311681 | val_loss: 0.0311728 | Time: 3016.71 ms [2021-10-14 10:01:18 main:574] : INFO : Epoch 1690 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 3005.93 ms [2021-10-14 10:01:21 main:574] : INFO : Epoch 1691 | loss: 0.0311685 | val_loss: 0.0311728 | Time: 3039.27 ms [2021-10-14 10:01:24 main:574] : INFO : Epoch 1692 | loss: 0.0311682 | val_loss: 0.0311734 | Time: 2973.55 ms [2021-10-14 10:01:27 main:574] : INFO : Epoch 1693 | loss: 0.0311687 | val_loss: 0.031175 | Time: 3015.24 ms [2021-10-14 10:01:30 main:574] : INFO : Epoch 1694 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 2873.44 ms [2021-10-14 10:01:33 main:574] : INFO : Epoch 1695 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 2883.68 ms [2021-10-14 10:01:36 main:574] : INFO : Epoch 1696 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 2993.9 ms [2021-10-14 10:01:39 main:574] : INFO : Epoch 1697 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 3028.43 ms [2021-10-14 10:01:42 main:574] : INFO : Epoch 1698 | loss: 0.0311643 | val_loss: 0.0311711 | Time: 3058.66 ms [2021-10-14 10:01:45 main:574] : INFO : Epoch 1699 | loss: 0.0311654 | val_loss: 0.0311728 | Time: 3067.84 ms [2021-10-14 10:01:48 main:574] : INFO : Epoch 1700 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 2928.01 ms [2021-10-14 10:01:51 main:574] : INFO : Epoch 1701 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 3133.33 ms [2021-10-14 10:01:54 main:574] : INFO : Epoch 1702 | loss: 0.0311621 | val_loss: 0.0311695 | Time: 3024.27 ms [2021-10-14 10:01:58 main:574] : INFO : Epoch 1703 | loss: 0.0311615 | val_loss: 0.0311698 | Time: 3060.28 ms [2021-10-14 10:02:00 main:574] : INFO : Epoch 1704 | loss: 0.0311611 | val_loss: 0.0311695 | Time: 2917.53 ms [2021-10-14 10:02:03 main:574] : INFO : Epoch 1705 | loss: 0.03116 | val_loss: 0.0311713 | Time: 2884.1 ms [2021-10-14 10:02:06 main:574] : INFO : Epoch 1706 | loss: 0.0311606 | val_loss: 0.0311724 | Time: 2966.61 ms [2021-10-14 10:02:09 main:574] : INFO : Epoch 1707 | loss: 0.031162 | val_loss: 0.0311716 | Time: 3001.91 ms [2021-10-14 10:02:12 main:574] : INFO : Epoch 1708 | loss: 0.0311619 | val_loss: 0.0311707 | Time: 3013.15 ms [2021-10-14 10:02:15 main:574] : INFO : Epoch 1709 | loss: 0.0311611 | val_loss: 0.0311703 | Time: 2893.17 ms [2021-10-14 10:02:18 main:574] : INFO : Epoch 1710 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 2874.78 ms [2021-10-14 10:02:21 main:574] : INFO : Epoch 1711 | loss: 0.0311591 | val_loss: 0.0311699 | Time: 2942.01 ms [2021-10-14 10:02:24 main:574] : INFO : Epoch 1712 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 3063.62 ms [2021-10-14 10:02:27 main:574] : INFO : Epoch 1713 | loss: 0.0311603 | val_loss: 0.0311726 | Time: 3008.46 ms [2021-10-14 10:02:30 main:574] : INFO : Epoch 1714 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 3062.77 ms [2021-10-14 10:02:33 main:574] : INFO : Epoch 1715 | loss: 0.0311585 | val_loss: 0.0311715 | Time: 2940.94 ms [2021-10-14 10:02:36 main:574] : INFO : Epoch 1716 | loss: 0.0311584 | val_loss: 0.031172 | Time: 3084.13 ms [2021-10-14 10:02:39 main:574] : INFO : Epoch 1717 | loss: 0.0311582 | val_loss: 0.0311712 | Time: 2983.98 ms [2021-10-14 10:02:42 main:574] : INFO : Epoch 1718 | loss: 0.0311589 | val_loss: 0.0311736 | Time: 2984.42 ms [2021-10-14 10:02:45 main:574] : INFO : Epoch 1719 | loss: 0.0311594 | val_loss: 0.0311746 | Time: 2927.54 ms [2021-10-14 10:02:48 main:574] : INFO : Epoch 1720 | loss: 0.0311579 | val_loss: 0.0311722 | Time: 2865.8 ms [2021-10-14 10:02:51 main:574] : INFO : Epoch 1721 | loss: 0.0311575 | val_loss: 0.0311728 | Time: 2904.32 ms [2021-10-14 10:02:54 main:574] : INFO : Epoch 1722 | loss: 0.0311578 | val_loss: 0.0311739 | Time: 2966.56 ms [2021-10-14 10:02:57 main:574] : INFO : Epoch 1723 | loss: 0.0311569 | val_loss: 0.0311735 | Time: 3036.19 ms [2021-10-14 10:03:00 main:574] : INFO : Epoch 1724 | loss: 0.0311559 | val_loss: 0.0311717 | Time: 3044.99 ms [2021-10-14 10:03:03 main:574] : INFO : Epoch 1725 | loss: 0.0311562 | val_loss: 0.0311712 | Time: 2849.79 ms [2021-10-14 10:03:06 main:574] : INFO : Epoch 1726 | loss: 0.0311567 | val_loss: 0.0311714 | Time: 2908.9 ms [2021-10-14 10:03:09 main:574] : INFO : Epoch 1727 | loss: 0.0311552 | val_loss: 0.0311752 | Time: 3060.43 ms [2021-10-14 10:03:12 main:574] : INFO : Epoch 1728 | loss: 0.0311635 | val_loss: 0.0311795 | Time: 3228.67 ms [2021-10-14 10:03:15 main:574] : INFO : Epoch 1729 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 3010.14 ms [2021-10-14 10:03:18 main:574] : INFO : Epoch 1730 | loss: 0.0311619 | val_loss: 0.031175 | Time: 2915.63 ms [2021-10-14 10:03:21 main:574] : INFO : Epoch 1731 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 2948.83 ms [2021-10-14 10:03:24 main:574] : INFO : Epoch 1732 | loss: 0.0311611 | val_loss: 0.0311732 | Time: 3098.55 ms [2021-10-14 10:03:27 main:574] : INFO : Epoch 1733 | loss: 0.0311601 | val_loss: 0.0311721 | Time: 3017.97 ms [2021-10-14 10:03:31 main:574] : INFO : Epoch 1734 | loss: 0.031161 | val_loss: 0.0311719 | Time: 3278.18 ms [2021-10-14 10:03:35 main:574] : INFO : Epoch 1735 | loss: 0.0311592 | val_loss: 0.0311705 | Time: 3982.92 ms [2021-10-14 10:03:38 main:574] : INFO : Epoch 1736 | loss: 0.0311581 | val_loss: 0.0311698 | Time: 3542.49 ms [2021-10-14 10:03:42 main:574] : INFO : Epoch 1737 | loss: 0.0311568 | val_loss: 0.0311739 | Time: 3598.99 ms [2021-10-14 10:03:46 main:574] : INFO : Epoch 1738 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 3922.23 ms [2021-10-14 10:04:14 main:574] : INFO : Epoch 1739 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 27897.6 ms [2021-10-14 10:04:17 main:574] : INFO : Epoch 1740 | loss: 0.0311601 | val_loss: 0.0311699 | Time: 3742.38 ms [2021-10-14 10:04:45 main:574] : INFO : Epoch 1741 | loss: 0.0311579 | val_loss: 0.0311675 | Time: 27395.4 ms [2021-10-14 10:04:48 main:574] : INFO : Epoch 1742 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 3107.24 ms [2021-10-14 10:04:51 main:574] : INFO : Epoch 1743 | loss: 0.0311588 | val_loss: 0.0311679 | Time: 2976.45 ms [2021-10-14 10:04:54 main:574] : INFO : Epoch 1744 | loss: 0.0311612 | val_loss: 0.0311712 | Time: 2898.34 ms [2021-10-14 10:04:57 main:574] : INFO : Epoch 1745 | loss: 0.0311605 | val_loss: 0.0311752 | Time: 2996.93 ms [2021-10-14 10:05:00 main:574] : INFO : Epoch 1746 | loss: 0.0311589 | val_loss: 0.0311714 | Time: 2974.41 ms [2021-10-14 10:05:03 main:574] : INFO : Epoch 1747 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 3071.77 ms [2021-10-14 10:05:06 main:574] : INFO : Epoch 1748 | loss: 0.0311625 | val_loss: 0.0311753 | Time: 2867.18 ms [2021-10-14 10:05:09 main:574] : INFO : Epoch 1749 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 2934.72 ms [2021-10-14 10:05:12 main:574] : INFO : Epoch 1750 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 2960.17 ms [2021-10-14 10:05:15 main:574] : INFO : Epoch 1751 | loss: 0.0311612 | val_loss: 0.0311703 | Time: 3052.76 ms [2021-10-14 10:05:18 main:574] : INFO : Epoch 1752 | loss: 0.0311601 | val_loss: 0.0311731 | Time: 2953.5 ms [2021-10-14 10:05:21 main:574] : INFO : Epoch 1753 | loss: 0.0311582 | val_loss: 0.0311689 | Time: 3335.51 ms [2021-10-14 10:05:24 main:574] : INFO : Epoch 1754 | loss: 0.0311576 | val_loss: 0.0311681 | Time: 3238.53 ms [2021-10-14 10:05:27 main:574] : INFO : Epoch 1755 | loss: 0.0311558 | val_loss: 0.0311712 | Time: 3016.19 ms [2021-10-14 10:05:31 main:574] : INFO : Epoch 1756 | loss: 0.0311575 | val_loss: 0.0311721 | Time: 3118.94 ms [2021-10-14 10:05:33 main:574] : INFO : Epoch 1757 | loss: 0.0311554 | val_loss: 0.0311745 | Time: 2887.54 ms [2021-10-14 10:05:36 main:574] : INFO : Epoch 1758 | loss: 0.0311588 | val_loss: 0.0311715 | Time: 2892.96 ms [2021-10-14 10:05:39 main:574] : INFO : Epoch 1759 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 3039.02 ms [2021-10-14 10:05:42 main:574] : INFO : Epoch 1760 | loss: 0.0311557 | val_loss: 0.0311697 | Time: 3075.86 ms [2021-10-14 10:05:46 main:574] : INFO : Epoch 1761 | loss: 0.0311547 | val_loss: 0.0311739 | Time: 3184.74 ms [2021-10-14 10:05:49 main:574] : INFO : Epoch 1762 | loss: 0.0311556 | val_loss: 0.0311706 | Time: 2923.61 ms [2021-10-14 10:05:51 main:574] : INFO : Epoch 1763 | loss: 0.0311576 | val_loss: 0.0311726 | Time: 2873.92 ms [2021-10-14 10:05:54 main:574] : INFO : Epoch 1764 | loss: 0.0311568 | val_loss: 0.0311706 | Time: 2985.08 ms [2021-10-14 10:05:57 main:574] : INFO : Epoch 1765 | loss: 0.031158 | val_loss: 0.0311695 | Time: 2981.18 ms [2021-10-14 10:06:00 main:574] : INFO : Epoch 1766 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 2912.88 ms [2021-10-14 10:06:03 main:574] : INFO : Epoch 1767 | loss: 0.0311558 | val_loss: 0.0311688 | Time: 2962.89 ms [2021-10-14 10:06:06 main:574] : INFO : Epoch 1768 | loss: 0.0311525 | val_loss: 0.0311702 | Time: 2890.6 ms [2021-10-14 10:06:09 main:574] : INFO : Epoch 1769 | loss: 0.0311538 | val_loss: 0.0311667 | Time: 2943.28 ms [2021-10-14 10:06:12 main:574] : INFO : Epoch 1770 | loss: 0.031154 | val_loss: 0.0311694 | Time: 3077.03 ms [2021-10-14 10:06:15 main:574] : INFO : Epoch 1771 | loss: 0.0311547 | val_loss: 0.0311718 | Time: 3107.9 ms [2021-10-14 10:06:18 main:574] : INFO : Epoch 1772 | loss: 0.0311539 | val_loss: 0.031173 | Time: 2930.25 ms [2021-10-14 10:06:21 main:574] : INFO : Epoch 1773 | loss: 0.0311529 | val_loss: 0.0311709 | Time: 2920.7 ms [2021-10-14 10:06:24 main:574] : INFO : Epoch 1774 | loss: 0.0311561 | val_loss: 0.031168 | Time: 2969.86 ms [2021-10-14 10:06:27 main:574] : INFO : Epoch 1775 | loss: 0.0311562 | val_loss: 0.0311672 | Time: 3026.67 ms [2021-10-14 10:06:30 main:574] : INFO : Epoch 1776 | loss: 0.0311547 | val_loss: 0.0311649 | Time: 2978.49 ms [2021-10-14 10:06:33 main:574] : INFO : Epoch 1777 | loss: 0.031154 | val_loss: 0.0311672 | Time: 2977.39 ms [2021-10-14 10:06:36 main:574] : INFO : Epoch 1778 | loss: 0.0311543 | val_loss: 0.0311667 | Time: 2870.93 ms [2021-10-14 10:06:39 main:574] : INFO : Epoch 1779 | loss: 0.031154 | val_loss: 0.0311707 | Time: 2877.6 ms [2021-10-14 10:06:42 main:574] : INFO : Epoch 1780 | loss: 0.0311521 | val_loss: 0.0311718 | Time: 3052.73 ms [2021-10-14 10:06:45 main:574] : INFO : Epoch 1781 | loss: 0.0311514 | val_loss: 0.0311731 | Time: 3092.14 ms [2021-10-14 10:06:48 main:574] : INFO : Epoch 1782 | loss: 0.0311516 | val_loss: 0.0311706 | Time: 3024.53 ms [2021-10-14 10:06:51 main:574] : INFO : Epoch 1783 | loss: 0.0311524 | val_loss: 0.0311662 | Time: 2894.91 ms [2021-10-14 10:06:54 main:574] : INFO : Epoch 1784 | loss: 0.0311529 | val_loss: 0.0311687 | Time: 3004.11 ms [2021-10-14 10:06:57 main:574] : INFO : Epoch 1785 | loss: 0.0311512 | val_loss: 0.0311674 | Time: 3078 ms [2021-10-14 10:07:00 main:574] : INFO : Epoch 1786 | loss: 0.0311504 | val_loss: 0.0311691 | Time: 3041.57 ms [2021-10-14 10:07:03 main:574] : INFO : Epoch 1787 | loss: 0.0311511 | val_loss: 0.0311686 | Time: 3077.56 ms [2021-10-14 10:07:06 main:574] : INFO : Epoch 1788 | loss: 0.0311507 | val_loss: 0.0311676 | Time: 2925.92 ms [2021-10-14 10:07:09 main:574] : INFO : Epoch 1789 | loss: 0.0311503 | val_loss: 0.0311663 | Time: 2956.17 ms [2021-10-14 10:07:12 main:574] : INFO : Epoch 1790 | loss: 0.0311543 | val_loss: 0.0311696 | Time: 3095.28 ms [2021-10-14 10:07:16 main:574] : INFO : Epoch 1791 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 3023.43 ms [2021-10-14 10:07:18 main:574] : INFO : Epoch 1792 | loss: 0.0311578 | val_loss: 0.0311703 | Time: 2944.23 ms [2021-10-14 10:07:21 main:574] : INFO : Epoch 1793 | loss: 0.0311608 | val_loss: 0.0311725 | Time: 2830.56 ms [2021-10-14 10:07:24 main:574] : INFO : Epoch 1794 | loss: 0.0311591 | val_loss: 0.0311695 | Time: 2898.47 ms [2021-10-14 10:07:27 main:574] : INFO : Epoch 1795 | loss: 0.031158 | val_loss: 0.0311669 | Time: 2994.52 ms [2021-10-14 10:07:30 main:574] : INFO : Epoch 1796 | loss: 0.0311553 | val_loss: 0.0311677 | Time: 3057.77 ms [2021-10-14 10:07:33 main:574] : INFO : Epoch 1797 | loss: 0.0311546 | val_loss: 0.0311683 | Time: 3003.78 ms [2021-10-14 10:07:36 main:574] : INFO : Epoch 1798 | loss: 0.0311569 | val_loss: 0.0311705 | Time: 2917.65 ms [2021-10-14 10:07:39 main:574] : INFO : Epoch 1799 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 2877.88 ms [2021-10-14 10:07:42 main:574] : INFO : Epoch 1800 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 2943.81 ms [2021-10-14 10:07:45 main:574] : INFO : Epoch 1801 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 3117.35 ms [2021-10-14 10:07:48 main:574] : INFO : Epoch 1802 | loss: 0.0311557 | val_loss: 0.0311684 | Time: 3025.91 ms [2021-10-14 10:07:51 main:574] : INFO : Epoch 1803 | loss: 0.0311551 | val_loss: 0.0311668 | Time: 2955.43 ms [2021-10-14 10:07:54 main:574] : INFO : Epoch 1804 | loss: 0.0311548 | val_loss: 0.0311677 | Time: 2916.42 ms [2021-10-14 10:07:57 main:574] : INFO : Epoch 1805 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 2990.49 ms [2021-10-14 10:08:00 main:574] : INFO : Epoch 1806 | loss: 0.0311572 | val_loss: 0.0311672 | Time: 2947.34 ms [2021-10-14 10:08:03 main:574] : INFO : Epoch 1807 | loss: 0.0311533 | val_loss: 0.0311709 | Time: 2967 ms [2021-10-14 10:08:06 main:574] : INFO : Epoch 1808 | loss: 0.0311537 | val_loss: 0.0311663 | Time: 2933.53 ms [2021-10-14 10:08:09 main:574] : INFO : Epoch 1809 | loss: 0.0311529 | val_loss: 0.0311669 | Time: 2870.8 ms [2021-10-14 10:08:12 main:574] : INFO : Epoch 1810 | loss: 0.0311523 | val_loss: 0.0311652 | Time: 2970.66 ms [2021-10-14 10:08:15 main:574] : INFO : Epoch 1811 | loss: 0.0311526 | val_loss: 0.0311704 | Time: 3034.01 ms [2021-10-14 10:08:18 main:574] : INFO : Epoch 1812 | loss: 0.0311537 | val_loss: 0.0311686 | Time: 3141.71 ms [2021-10-14 10:08:21 main:574] : INFO : Epoch 1813 | loss: 0.0311523 | val_loss: 0.0311676 | Time: 2947.53 ms [2021-10-14 10:08:24 main:574] : INFO : Epoch 1814 | loss: 0.0311512 | val_loss: 0.0311735 | Time: 2884.19 ms [2021-10-14 10:08:27 main:574] : INFO : Epoch 1815 | loss: 0.0311522 | val_loss: 0.0311662 | Time: 2903.07 ms [2021-10-14 10:08:30 main:574] : INFO : Epoch 1816 | loss: 0.0311505 | val_loss: 0.0311738 | Time: 3057.67 ms [2021-10-14 10:08:33 main:574] : INFO : Epoch 1817 | loss: 0.0311533 | val_loss: 0.0311711 | Time: 3057.4 ms [2021-10-14 10:08:36 main:574] : INFO : Epoch 1818 | loss: 0.0311519 | val_loss: 0.0311671 | Time: 2990.04 ms [2021-10-14 10:08:39 main:574] : INFO : Epoch 1819 | loss: 0.0311543 | val_loss: 0.0311784 | Time: 2867.07 ms [2021-10-14 10:08:42 main:574] : INFO : Epoch 1820 | loss: 0.0311525 | val_loss: 0.0311741 | Time: 2961.22 ms [2021-10-14 10:08:45 main:574] : INFO : Epoch 1821 | loss: 0.0311494 | val_loss: 0.0311687 | Time: 3102.83 ms [2021-10-14 10:08:48 main:574] : INFO : Epoch 1822 | loss: 0.03115 | val_loss: 0.0311738 | Time: 3029.05 ms [2021-10-14 10:08:51 main:574] : INFO : Epoch 1823 | loss: 0.0311483 | val_loss: 0.0311736 | Time: 2953.42 ms [2021-10-14 10:08:54 main:574] : INFO : Epoch 1824 | loss: 0.0311502 | val_loss: 0.0311729 | Time: 2881.88 ms [2021-10-14 10:08:57 main:574] : INFO : Epoch 1825 | loss: 0.0311486 | val_loss: 0.0311738 | Time: 2847.53 ms [2021-10-14 10:09:00 main:574] : INFO : Epoch 1826 | loss: 0.0311494 | val_loss: 0.0311735 | Time: 3169.38 ms [2021-10-14 10:09:03 main:574] : INFO : Epoch 1827 | loss: 0.0311495 | val_loss: 0.0311719 | Time: 3082.89 ms [2021-10-14 10:09:06 main:574] : INFO : Epoch 1828 | loss: 0.0311481 | val_loss: 0.0311744 | Time: 2984.05 ms [2021-10-14 10:09:09 main:574] : INFO : Epoch 1829 | loss: 0.0311496 | val_loss: 0.0311731 | Time: 2877.86 ms [2021-10-14 10:09:12 main:574] : INFO : Epoch 1830 | loss: 0.0311494 | val_loss: 0.0311729 | Time: 2879.97 ms [2021-10-14 10:09:15 main:574] : INFO : Epoch 1831 | loss: 0.0311532 | val_loss: 0.0311723 | Time: 3018.46 ms [2021-10-14 10:09:18 main:574] : INFO : Epoch 1832 | loss: 0.0311533 | val_loss: 0.0311715 | Time: 3021.32 ms [2021-10-14 10:09:21 main:574] : INFO : Epoch 1833 | loss: 0.0311504 | val_loss: 0.031169 | Time: 3135.71 ms [2021-10-14 10:09:24 main:574] : INFO : Epoch 1834 | loss: 0.0311506 | val_loss: 0.0311724 | Time: 2942.98 ms [2021-10-14 10:09:27 main:574] : INFO : Epoch 1835 | loss: 0.0311507 | val_loss: 0.0311732 | Time: 2873.92 ms [2021-10-14 10:09:30 main:574] : INFO : Epoch 1836 | loss: 0.0311497 | val_loss: 0.0311702 | Time: 2954.26 ms [2021-10-14 10:09:33 main:574] : INFO : Epoch 1837 | loss: 0.0311496 | val_loss: 0.0311743 | Time: 2993.26 ms [2021-10-14 10:09:36 main:574] : INFO : Epoch 1838 | loss: 0.0311475 | val_loss: 0.0311722 | Time: 3016.39 ms [2021-10-14 10:09:39 main:574] : INFO : Epoch 1839 | loss: 0.0311464 | val_loss: 0.031168 | Time: 3043.83 ms [2021-10-14 10:09:42 main:574] : INFO : Epoch 1840 | loss: 0.0311484 | val_loss: 0.0311749 | Time: 2891.7 ms [2021-10-14 10:09:45 main:574] : INFO : Epoch 1841 | loss: 0.0311469 | val_loss: 0.031172 | Time: 3160.93 ms [2021-10-14 10:09:48 main:574] : INFO : Epoch 1842 | loss: 0.0311465 | val_loss: 0.0311698 | Time: 3023.16 ms [2021-10-14 10:09:51 main:574] : INFO : Epoch 1843 | loss: 0.0311455 | val_loss: 0.031171 | Time: 3034.09 ms [2021-10-14 10:09:54 main:574] : INFO : Epoch 1844 | loss: 0.0311451 | val_loss: 0.0311772 | Time: 2898.54 ms [2021-10-14 10:09:57 main:574] : INFO : Epoch 1845 | loss: 0.0311477 | val_loss: 0.0311705 | Time: 2896.07 ms [2021-10-14 10:10:00 main:574] : INFO : Epoch 1846 | loss: 0.0311475 | val_loss: 0.0311718 | Time: 3030.42 ms [2021-10-14 10:10:03 main:574] : INFO : Epoch 1847 | loss: 0.0311462 | val_loss: 0.0311735 | Time: 3024.76 ms [2021-10-14 10:10:06 main:574] : INFO : Epoch 1848 | loss: 0.0311443 | val_loss: 0.0311684 | Time: 3043.36 ms [2021-10-14 10:10:09 main:574] : INFO : Epoch 1849 | loss: 0.031146 | val_loss: 0.0311734 | Time: 2934.5 ms [2021-10-14 10:10:12 main:574] : INFO : Epoch 1850 | loss: 0.0311483 | val_loss: 0.0311716 | Time: 2875.9 ms [2021-10-14 10:10:15 main:574] : INFO : Epoch 1851 | loss: 0.0311494 | val_loss: 0.0311718 | Time: 2969.36 ms [2021-10-14 10:10:18 main:574] : INFO : Epoch 1852 | loss: 0.0311491 | val_loss: 0.0311697 | Time: 2985.85 ms [2021-10-14 10:10:21 main:574] : INFO : Epoch 1853 | loss: 0.0311494 | val_loss: 0.0311731 | Time: 2972.29 ms [2021-10-14 10:10:24 main:574] : INFO : Epoch 1854 | loss: 0.0311514 | val_loss: 0.0311764 | Time: 2962.74 ms [2021-10-14 10:10:27 main:574] : INFO : Epoch 1855 | loss: 0.0311497 | val_loss: 0.0311701 | Time: 2868.08 ms [2021-10-14 10:10:30 main:574] : INFO : Epoch 1856 | loss: 0.0311485 | val_loss: 0.0311672 | Time: 2881.69 ms [2021-10-14 10:10:33 main:574] : INFO : Epoch 1857 | loss: 0.0311476 | val_loss: 0.0311713 | Time: 3030.34 ms [2021-10-14 10:10:36 main:574] : INFO : Epoch 1858 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 3041.71 ms [2021-10-14 10:10:39 main:574] : INFO : Epoch 1859 | loss: 0.0311503 | val_loss: 0.0311725 | Time: 3087.96 ms [2021-10-14 10:10:42 main:574] : INFO : Epoch 1860 | loss: 0.0311509 | val_loss: 0.031174 | Time: 2940.87 ms [2021-10-14 10:10:45 main:574] : INFO : Epoch 1861 | loss: 0.0311491 | val_loss: 0.0311712 | Time: 3095.45 ms [2021-10-14 10:10:48 main:574] : INFO : Epoch 1862 | loss: 0.031149 | val_loss: 0.0311708 | Time: 3041.33 ms [2021-10-14 10:10:51 main:574] : INFO : Epoch 1863 | loss: 0.0311485 | val_loss: 0.0311717 | Time: 2954.35 ms [2021-10-14 10:10:54 main:574] : INFO : Epoch 1864 | loss: 0.0311498 | val_loss: 0.0311721 | Time: 2956.71 ms [2021-10-14 10:10:57 main:574] : INFO : Epoch 1865 | loss: 0.0311504 | val_loss: 0.0311727 | Time: 2864.71 ms [2021-10-14 10:11:00 main:574] : INFO : Epoch 1866 | loss: 0.0311504 | val_loss: 0.0311746 | Time: 3068.36 ms [2021-10-14 10:11:03 main:574] : INFO : Epoch 1867 | loss: 0.031151 | val_loss: 0.0311811 | Time: 3145.39 ms [2021-10-14 10:11:06 main:574] : INFO : Epoch 1868 | loss: 0.0311528 | val_loss: 0.0311735 | Time: 3038.4 ms [2021-10-14 10:11:09 main:574] : INFO : Epoch 1869 | loss: 0.0311524 | val_loss: 0.0311758 | Time: 3066.95 ms [2021-10-14 10:11:12 main:574] : INFO : Epoch 1870 | loss: 0.0311508 | val_loss: 0.0311819 | Time: 2917.75 ms [2021-10-14 10:11:15 main:574] : INFO : Epoch 1871 | loss: 0.0311479 | val_loss: 0.0311746 | Time: 3166.07 ms [2021-10-14 10:11:18 main:574] : INFO : Epoch 1872 | loss: 0.0311479 | val_loss: 0.0311787 | Time: 3008.21 ms [2021-10-14 10:11:21 main:574] : INFO : Epoch 1873 | loss: 0.0311476 | val_loss: 0.0311727 | Time: 3014.76 ms [2021-10-14 10:11:24 main:574] : INFO : Epoch 1874 | loss: 0.0311467 | val_loss: 0.0311764 | Time: 2929.79 ms [2021-10-14 10:11:27 main:574] : INFO : Epoch 1875 | loss: 0.0311453 | val_loss: 0.0311699 | Time: 2904.82 ms [2021-10-14 10:11:30 main:574] : INFO : Epoch 1876 | loss: 0.0311468 | val_loss: 0.0311756 | Time: 3039.16 ms [2021-10-14 10:11:33 main:574] : INFO : Epoch 1877 | loss: 0.0311497 | val_loss: 0.0311724 | Time: 3034.67 ms [2021-10-14 10:11:36 main:574] : INFO : Epoch 1878 | loss: 0.0311493 | val_loss: 0.0311711 | Time: 3009.68 ms [2021-10-14 10:11:39 main:574] : INFO : Epoch 1879 | loss: 0.0311478 | val_loss: 0.0311681 | Time: 2928.04 ms [2021-10-14 10:11:42 main:574] : INFO : Epoch 1880 | loss: 0.0311465 | val_loss: 0.0311733 | Time: 2938.96 ms [2021-10-14 10:11:45 main:574] : INFO : Epoch 1881 | loss: 0.0311466 | val_loss: 0.03117 | Time: 3084.92 ms [2021-10-14 10:11:48 main:574] : INFO : Epoch 1882 | loss: 0.0311482 | val_loss: 0.0311717 | Time: 3088.09 ms [2021-10-14 10:11:51 main:574] : INFO : Epoch 1883 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 2979.55 ms [2021-10-14 10:11:54 main:574] : INFO : Epoch 1884 | loss: 0.0311598 | val_loss: 0.0311648 | Time: 2876.52 ms [2021-10-14 10:11:57 main:574] : INFO : Epoch 1885 | loss: 0.031158 | val_loss: 0.0311713 | Time: 2987.47 ms [2021-10-14 10:12:00 main:574] : INFO : Epoch 1886 | loss: 0.0311575 | val_loss: 0.0311714 | Time: 3100.6 ms [2021-10-14 10:12:04 main:574] : INFO : Epoch 1887 | loss: 0.0311542 | val_loss: 0.0311756 | Time: 3153.33 ms [2021-10-14 10:12:07 main:574] : INFO : Epoch 1888 | loss: 0.0311519 | val_loss: 0.0311708 | Time: 3092.85 ms [2021-10-14 10:12:10 main:574] : INFO : Epoch 1889 | loss: 0.0311505 | val_loss: 0.03117 | Time: 2899.07 ms [2021-10-14 10:12:13 main:574] : INFO : Epoch 1890 | loss: 0.0311522 | val_loss: 0.0311761 | Time: 2992.73 ms [2021-10-14 10:12:16 main:574] : INFO : Epoch 1891 | loss: 0.0311527 | val_loss: 0.031174 | Time: 2955.52 ms [2021-10-14 10:12:18 main:574] : INFO : Epoch 1892 | loss: 0.0311492 | val_loss: 0.0311703 | Time: 2952.2 ms [2021-10-14 10:12:21 main:574] : INFO : Epoch 1893 | loss: 0.0311487 | val_loss: 0.0311767 | Time: 2958.23 ms [2021-10-14 10:12:24 main:574] : INFO : Epoch 1894 | loss: 0.0311481 | val_loss: 0.0311696 | Time: 2932.59 ms [2021-10-14 10:12:27 main:574] : INFO : Epoch 1895 | loss: 0.0311485 | val_loss: 0.031177 | Time: 2945.34 ms [2021-10-14 10:12:30 main:574] : INFO : Epoch 1896 | loss: 0.0311472 | val_loss: 0.0311722 | Time: 3007.45 ms [2021-10-14 10:12:34 main:574] : INFO : Epoch 1897 | loss: 0.031148 | val_loss: 0.0311709 | Time: 3127.26 ms [2021-10-14 10:12:37 main:574] : INFO : Epoch 1898 | loss: 0.0311484 | val_loss: 0.0311725 | Time: 3040.68 ms [2021-10-14 10:12:39 main:574] : INFO : Epoch 1899 | loss: 0.0311491 | val_loss: 0.0311717 | Time: 2883.35 ms [2021-10-14 10:12:42 main:574] : INFO : Epoch 1900 | loss: 0.0311496 | val_loss: 0.0311692 | Time: 2867.37 ms [2021-10-14 10:12:45 main:574] : INFO : Epoch 1901 | loss: 0.0311504 | val_loss: 0.0311737 | Time: 3090.63 ms [2021-10-14 10:12:48 main:574] : INFO : Epoch 1902 | loss: 0.0311504 | val_loss: 0.0311662 | Time: 2993.71 ms [2021-10-14 10:12:51 main:574] : INFO : Epoch 1903 | loss: 0.0311511 | val_loss: 0.0311696 | Time: 2996.6 ms [2021-10-14 10:12:54 main:574] : INFO : Epoch 1904 | loss: 0.0311503 | val_loss: 0.0311664 | Time: 2909.21 ms [2021-10-14 10:12:57 main:574] : INFO : Epoch 1905 | loss: 0.0311506 | val_loss: 0.0311699 | Time: 2905.93 ms [2021-10-14 10:13:00 main:574] : INFO : Epoch 1906 | loss: 0.0311501 | val_loss: 0.0311679 | Time: 3103.21 ms [2021-10-14 10:13:03 main:574] : INFO : Epoch 1907 | loss: 0.0311505 | val_loss: 0.0311682 | Time: 2949.93 ms [2021-10-14 10:13:06 main:574] : INFO : Epoch 1908 | loss: 0.0311512 | val_loss: 0.031172 | Time: 2941.52 ms [2021-10-14 10:13:09 main:574] : INFO : Epoch 1909 | loss: 0.0311504 | val_loss: 0.0311666 | Time: 2963.79 ms [2021-10-14 10:13:12 main:574] : INFO : Epoch 1910 | loss: 0.0311501 | val_loss: 0.0311776 | Time: 2872.09 ms [2021-10-14 10:13:15 main:574] : INFO : Epoch 1911 | loss: 0.0311516 | val_loss: 0.0311693 | Time: 2962.72 ms [2021-10-14 10:13:18 main:574] : INFO : Epoch 1912 | loss: 0.0311487 | val_loss: 0.0311694 | Time: 3137.91 ms [2021-10-14 10:13:21 main:574] : INFO : Epoch 1913 | loss: 0.0311489 | val_loss: 0.0311687 | Time: 3039.13 ms [2021-10-14 10:13:24 main:574] : INFO : Epoch 1914 | loss: 0.0311504 | val_loss: 0.0311668 | Time: 3017.24 ms [2021-10-14 10:13:27 main:574] : INFO : Epoch 1915 | loss: 0.0311488 | val_loss: 0.0311717 | Time: 2875.52 ms [2021-10-14 10:13:30 main:574] : INFO : Epoch 1916 | loss: 0.0311501 | val_loss: 0.0311671 | Time: 3009.31 ms [2021-10-14 10:13:33 main:574] : INFO : Epoch 1917 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 3048.57 ms [2021-10-14 10:13:36 main:574] : INFO : Epoch 1918 | loss: 0.0311509 | val_loss: 0.0311701 | Time: 2948.62 ms [2021-10-14 10:13:39 main:574] : INFO : Epoch 1919 | loss: 0.0311549 | val_loss: 0.0311736 | Time: 2980.93 ms [2021-10-14 10:13:42 main:574] : INFO : Epoch 1920 | loss: 0.0311523 | val_loss: 0.0311708 | Time: 2875.64 ms [2021-10-14 10:13:45 main:574] : INFO : Epoch 1921 | loss: 0.0311495 | val_loss: 0.0311689 | Time: 2993.01 ms [2021-10-14 10:13:48 main:574] : INFO : Epoch 1922 | loss: 0.0311478 | val_loss: 0.0311664 | Time: 2982.39 ms [2021-10-14 10:13:51 main:574] : INFO : Epoch 1923 | loss: 0.0311472 | val_loss: 0.0311705 | Time: 2978.05 ms [2021-10-14 10:13:54 main:574] : INFO : Epoch 1924 | loss: 0.0311482 | val_loss: 0.0311639 | Time: 3029.19 ms [2021-10-14 10:13:57 main:574] : INFO : Epoch 1925 | loss: 0.0311481 | val_loss: 0.0311752 | Time: 2926.61 ms [2021-10-14 10:14:00 main:574] : INFO : Epoch 1926 | loss: 0.0311526 | val_loss: 0.0311712 | Time: 2965.88 ms [2021-10-14 10:14:03 main:574] : INFO : Epoch 1927 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 3065.79 ms [2021-10-14 10:14:06 main:574] : INFO : Epoch 1928 | loss: 0.0311491 | val_loss: 0.0311724 | Time: 2970.24 ms [2021-10-14 10:14:09 main:574] : INFO : Epoch 1929 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 2990.11 ms [2021-10-14 10:14:12 main:574] : INFO : Epoch 1930 | loss: 0.0311483 | val_loss: 0.0311664 | Time: 2871.14 ms [2021-10-14 10:14:15 main:574] : INFO : Epoch 1931 | loss: 0.0311472 | val_loss: 0.0311657 | Time: 2886.53 ms [2021-10-14 10:14:18 main:574] : INFO : Epoch 1932 | loss: 0.0311481 | val_loss: 0.0311635 | Time: 2974.22 ms [2021-10-14 10:14:21 main:574] : INFO : Epoch 1933 | loss: 0.0311481 | val_loss: 0.0311687 | Time: 2989.52 ms [2021-10-14 10:14:24 main:574] : INFO : Epoch 1934 | loss: 0.0311483 | val_loss: 0.0311693 | Time: 3017.88 ms [2021-10-14 10:14:27 main:574] : INFO : Epoch 1935 | loss: 0.0311477 | val_loss: 0.0311676 | Time: 2902.76 ms [2021-10-14 10:14:30 main:574] : INFO : Epoch 1936 | loss: 0.0311499 | val_loss: 0.0311771 | Time: 2851.3 ms [2021-10-14 10:14:33 main:574] : INFO : Epoch 1937 | loss: 0.0311482 | val_loss: 0.0311662 | Time: 2967.64 ms [2021-10-14 10:14:36 main:574] : INFO : Epoch 1938 | loss: 0.0311451 | val_loss: 0.031166 | Time: 2947.43 ms [2021-10-14 10:14:39 main:574] : INFO : Epoch 1939 | loss: 0.0311455 | val_loss: 0.0311695 | Time: 3066.47 ms [2021-10-14 10:14:42 main:574] : INFO : Epoch 1940 | loss: 0.0311446 | val_loss: 0.0311679 | Time: 3055.56 ms [2021-10-14 10:14:45 main:574] : INFO : Epoch 1941 | loss: 0.0311442 | val_loss: 0.0311667 | Time: 2947.11 ms [2021-10-14 10:14:48 main:574] : INFO : Epoch 1942 | loss: 0.0311464 | val_loss: 0.0311665 | Time: 3026.31 ms [2021-10-14 10:14:51 main:574] : INFO : Epoch 1943 | loss: 0.0311475 | val_loss: 0.0311669 | Time: 3075.68 ms [2021-10-14 10:14:54 main:574] : INFO : Epoch 1944 | loss: 0.0311446 | val_loss: 0.0311647 | Time: 3150.26 ms [2021-10-14 10:14:57 main:574] : INFO : Epoch 1945 | loss: 0.0311465 | val_loss: 0.0311693 | Time: 3024.45 ms [2021-10-14 10:15:00 main:574] : INFO : Epoch 1946 | loss: 0.0311455 | val_loss: 0.0311676 | Time: 2922.13 ms [2021-10-14 10:15:03 main:574] : INFO : Epoch 1947 | loss: 0.0311441 | val_loss: 0.0311641 | Time: 3095.82 ms [2021-10-14 10:15:06 main:574] : INFO : Epoch 1948 | loss: 0.0311448 | val_loss: 0.0311636 | Time: 2959.12 ms [2021-10-14 10:15:09 main:574] : INFO : Epoch 1949 | loss: 0.031148 | val_loss: 0.0311647 | Time: 2991.07 ms [2021-10-14 10:15:12 main:574] : INFO : Epoch 1950 | loss: 0.0311489 | val_loss: 0.0311716 | Time: 2902 ms [2021-10-14 10:15:15 main:574] : INFO : Epoch 1951 | loss: 0.0311513 | val_loss: 0.0311712 | Time: 2871.38 ms [2021-10-14 10:15:18 main:574] : INFO : Epoch 1952 | loss: 0.0311485 | val_loss: 0.031165 | Time: 2901.15 ms [2021-10-14 10:15:21 main:574] : INFO : Epoch 1953 | loss: 0.0311468 | val_loss: 0.0311706 | Time: 3125.97 ms [2021-10-14 10:15:24 main:574] : INFO : Epoch 1954 | loss: 0.0311445 | val_loss: 0.0311666 | Time: 3004.99 ms [2021-10-14 10:15:27 main:574] : INFO : Epoch 1955 | loss: 0.0311442 | val_loss: 0.0311692 | Time: 2977.9 ms [2021-10-14 10:15:30 main:574] : INFO : Epoch 1956 | loss: 0.0311446 | val_loss: 0.0311715 | Time: 2903.51 ms [2021-10-14 10:15:33 main:574] : INFO : Epoch 1957 | loss: 0.031145 | val_loss: 0.031174 | Time: 2842.84 ms [2021-10-14 10:15:36 main:574] : INFO : Epoch 1958 | loss: 0.0311452 | val_loss: 0.0311759 | Time: 2950.31 ms [2021-10-14 10:15:39 main:574] : INFO : Epoch 1959 | loss: 0.0311451 | val_loss: 0.0311705 | Time: 3010.01 ms [2021-10-14 10:15:42 main:574] : INFO : Epoch 1960 | loss: 0.0311473 | val_loss: 0.0311751 | Time: 3057.68 ms [2021-10-14 10:15:45 main:574] : INFO : Epoch 1961 | loss: 0.0311504 | val_loss: 0.031167 | Time: 2973.3 ms [2021-10-14 10:15:48 main:574] : INFO : Epoch 1962 | loss: 0.0311492 | val_loss: 0.0311688 | Time: 2937.6 ms [2021-10-14 10:15:51 main:574] : INFO : Epoch 1963 | loss: 0.0311468 | val_loss: 0.0311681 | Time: 3042 ms [2021-10-14 10:15:54 main:574] : INFO : Epoch 1964 | loss: 0.031146 | val_loss: 0.0311678 | Time: 3032.44 ms [2021-10-14 10:15:57 main:574] : INFO : Epoch 1965 | loss: 0.031145 | val_loss: 0.031168 | Time: 2943.23 ms [2021-10-14 10:16:00 main:574] : INFO : Epoch 1966 | loss: 0.0311435 | val_loss: 0.031172 | Time: 2980.76 ms [2021-10-14 10:16:03 main:574] : INFO : Epoch 1967 | loss: 0.0311448 | val_loss: 0.0311698 | Time: 2874.87 ms [2021-10-14 10:16:06 main:574] : INFO : Epoch 1968 | loss: 0.031147 | val_loss: 0.0311761 | Time: 3081.88 ms [2021-10-14 10:16:09 main:574] : INFO : Epoch 1969 | loss: 0.0311475 | val_loss: 0.0311666 | Time: 3053.74 ms [2021-10-14 10:16:12 main:574] : INFO : Epoch 1970 | loss: 0.0311501 | val_loss: 0.0311782 | Time: 3026.46 ms [2021-10-14 10:16:15 main:574] : INFO : Epoch 1971 | loss: 0.0311514 | val_loss: 0.0311686 | Time: 3061.04 ms [2021-10-14 10:16:18 main:574] : INFO : Epoch 1972 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 3022.45 ms [2021-10-14 10:16:21 main:574] : INFO : Epoch 1973 | loss: 0.0311532 | val_loss: 0.0311642 | Time: 3055.67 ms [2021-10-14 10:16:24 main:574] : INFO : Epoch 1974 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 3092.93 ms [2021-10-14 10:16:27 main:574] : INFO : Epoch 1975 | loss: 0.0311506 | val_loss: 0.0311688 | Time: 3044.93 ms [2021-10-14 10:16:30 main:574] : INFO : Epoch 1976 | loss: 0.0311521 | val_loss: 0.0311685 | Time: 2860.49 ms [2021-10-14 10:16:33 main:574] : INFO : Epoch 1977 | loss: 0.0311517 | val_loss: 0.0311714 | Time: 2902.38 ms [2021-10-14 10:16:36 main:574] : INFO : Epoch 1978 | loss: 0.031151 | val_loss: 0.0311739 | Time: 2974.97 ms [2021-10-14 10:16:39 main:574] : INFO : Epoch 1979 | loss: 0.0311505 | val_loss: 0.0311732 | Time: 2993.9 ms [2021-10-14 10:16:42 main:574] : INFO : Epoch 1980 | loss: 0.0311502 | val_loss: 0.0311737 | Time: 3015.96 ms [2021-10-14 10:16:45 main:574] : INFO : Epoch 1981 | loss: 0.0311479 | val_loss: 0.0311683 | Time: 2979.28 ms [2021-10-14 10:16:48 main:574] : INFO : Epoch 1982 | loss: 0.031153 | val_loss: 0.0311673 | Time: 3002.18 ms [2021-10-14 10:16:51 main:574] : INFO : Epoch 1983 | loss: 0.0311571 | val_loss: 0.031174 | Time: 2974.22 ms [2021-10-14 10:16:54 main:574] : INFO : Epoch 1984 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 3027.25 ms [2021-10-14 10:16:57 main:574] : INFO : Epoch 1985 | loss: 0.0311522 | val_loss: 0.0311713 | Time: 3190.47 ms [2021-10-14 10:17:00 main:574] : INFO : Epoch 1986 | loss: 0.031151 | val_loss: 0.0311729 | Time: 2938.54 ms [2021-10-14 10:17:03 main:574] : INFO : Epoch 1987 | loss: 0.0311539 | val_loss: 0.0311696 | Time: 2931.28 ms [2021-10-14 10:17:06 main:574] : INFO : Epoch 1988 | loss: 0.0311521 | val_loss: 0.0311705 | Time: 3026.72 ms [2021-10-14 10:17:09 main:574] : INFO : Epoch 1989 | loss: 0.0311508 | val_loss: 0.0311686 | Time: 2991.96 ms [2021-10-14 10:17:12 main:574] : INFO : Epoch 1990 | loss: 0.0311494 | val_loss: 0.0311762 | Time: 2976.65 ms [2021-10-14 10:17:15 main:574] : INFO : Epoch 1991 | loss: 0.0311557 | val_loss: 0.031168 | Time: 2904.22 ms [2021-10-14 10:17:18 main:574] : INFO : Epoch 1992 | loss: 0.0311467 | val_loss: 0.0311688 | Time: 2840.8 ms [2021-10-14 10:17:21 main:574] : INFO : Epoch 1993 | loss: 0.0311476 | val_loss: 0.0311741 | Time: 3063.95 ms [2021-10-14 10:17:24 main:574] : INFO : Epoch 1994 | loss: 0.0311602 | val_loss: 0.0311675 | Time: 3016.32 ms [2021-10-14 10:17:27 main:574] : INFO : Epoch 1995 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 3015.5 ms [2021-10-14 10:17:30 main:574] : INFO : Epoch 1996 | loss: 0.0311639 | val_loss: 0.0311677 | Time: 2972.9 ms [2021-10-14 10:17:33 main:574] : INFO : Epoch 1997 | loss: 0.0311593 | val_loss: 0.0311673 | Time: 3008.99 ms [2021-10-14 10:17:36 main:574] : INFO : Epoch 1998 | loss: 0.031158 | val_loss: 0.0311692 | Time: 3018.52 ms [2021-10-14 10:17:39 main:574] : INFO : Epoch 1999 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 3009.75 ms [2021-10-14 10:17:42 main:574] : INFO : Epoch 2000 | loss: 0.0311568 | val_loss: 0.0311657 | Time: 3023.53 ms [2021-10-14 10:17:45 main:574] : INFO : Epoch 2001 | loss: 0.0311575 | val_loss: 0.031171 | Time: 3002.61 ms [2021-10-14 10:17:48 main:574] : INFO : Epoch 2002 | loss: 0.0311592 | val_loss: 0.0311766 | Time: 2987.03 ms [2021-10-14 10:17:51 main:574] : INFO : Epoch 2003 | loss: 0.0311583 | val_loss: 0.0311654 | Time: 2995.5 ms [2021-10-14 10:17:54 main:574] : INFO : Epoch 2004 | loss: 0.0311569 | val_loss: 0.0311639 | Time: 2975.59 ms [2021-10-14 10:17:57 main:574] : INFO : Epoch 2005 | loss: 0.0311565 | val_loss: 0.0311693 | Time: 2975.18 ms [2021-10-14 10:18:00 main:574] : INFO : Epoch 2006 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 2926.2 ms [2021-10-14 10:18:03 main:574] : INFO : Epoch 2007 | loss: 0.0311515 | val_loss: 0.0311663 | Time: 2968.89 ms [2021-10-14 10:18:06 main:574] : INFO : Epoch 2008 | loss: 0.0311522 | val_loss: 0.0311711 | Time: 2978.65 ms [2021-10-14 10:18:09 main:574] : INFO : Epoch 2009 | loss: 0.0311518 | val_loss: 0.0311695 | Time: 3013.91 ms [2021-10-14 10:18:12 main:574] : INFO : Epoch 2010 | loss: 0.0311534 | val_loss: 0.0311773 | Time: 3054.93 ms [2021-10-14 10:18:15 main:574] : INFO : Epoch 2011 | loss: 0.031155 | val_loss: 0.0311667 | Time: 2990.42 ms [2021-10-14 10:18:18 main:574] : INFO : Epoch 2012 | loss: 0.0311513 | val_loss: 0.0311702 | Time: 2894.1 ms [2021-10-14 10:18:21 main:574] : INFO : Epoch 2013 | loss: 0.031153 | val_loss: 0.0311691 | Time: 2952.71 ms [2021-10-14 10:18:24 main:574] : INFO : Epoch 2014 | loss: 0.031151 | val_loss: 0.0311668 | Time: 3005.7 ms [2021-10-14 10:18:27 main:574] : INFO : Epoch 2015 | loss: 0.0311516 | val_loss: 0.0311684 | Time: 3063.1 ms [2021-10-14 10:18:30 main:574] : INFO : Epoch 2016 | loss: 0.0311507 | val_loss: 0.031168 | Time: 3073.21 ms [2021-10-14 10:18:33 main:574] : INFO : Epoch 2017 | loss: 0.0311535 | val_loss: 0.0311674 | Time: 2898.16 ms [2021-10-14 10:18:36 main:574] : INFO : Epoch 2018 | loss: 0.0311508 | val_loss: 0.0311674 | Time: 2930.24 ms [2021-10-14 10:18:39 main:574] : INFO : Epoch 2019 | loss: 0.0311489 | val_loss: 0.0311689 | Time: 2963.74 ms [2021-10-14 10:18:42 main:574] : INFO : Epoch 2020 | loss: 0.0311501 | val_loss: 0.0311741 | Time: 2975.16 ms [2021-10-14 10:18:45 main:574] : INFO : Epoch 2021 | loss: 0.0311497 | val_loss: 0.0311667 | Time: 2938.33 ms [2021-10-14 10:18:48 main:574] : INFO : Epoch 2022 | loss: 0.0311496 | val_loss: 0.0311653 | Time: 3073.27 ms [2021-10-14 10:18:51 main:574] : INFO : Epoch 2023 | loss: 0.0311506 | val_loss: 0.0311655 | Time: 2978.99 ms [2021-10-14 10:18:54 main:574] : INFO : Epoch 2024 | loss: 0.0311492 | val_loss: 0.0311667 | Time: 3175.99 ms [2021-10-14 10:18:57 main:574] : INFO : Epoch 2025 | loss: 0.0311499 | val_loss: 0.0311694 | Time: 3138.4 ms [2021-10-14 10:19:00 main:574] : INFO : Epoch 2026 | loss: 0.0311524 | val_loss: 0.0311673 | Time: 2949.32 ms [2021-10-14 10:19:03 main:574] : INFO : Epoch 2027 | loss: 0.0311502 | val_loss: 0.0311699 | Time: 2907.47 ms [2021-10-14 10:19:06 main:574] : INFO : Epoch 2028 | loss: 0.0311484 | val_loss: 0.0311723 | Time: 3121.29 ms [2021-10-14 10:19:09 main:574] : INFO : Epoch 2029 | loss: 0.0311485 | val_loss: 0.0311657 | Time: 2996.55 ms [2021-10-14 10:19:12 main:574] : INFO : Epoch 2030 | loss: 0.031149 | val_loss: 0.0311681 | Time: 3021.03 ms [2021-10-14 10:19:15 main:574] : INFO : Epoch 2031 | loss: 0.0311468 | val_loss: 0.0311679 | Time: 2994 ms [2021-10-14 10:19:18 main:574] : INFO : Epoch 2032 | loss: 0.0311476 | val_loss: 0.031169 | Time: 2846.52 ms [2021-10-14 10:19:21 main:574] : INFO : Epoch 2033 | loss: 0.0311462 | val_loss: 0.0311694 | Time: 2935.29 ms [2021-10-14 10:19:24 main:574] : INFO : Epoch 2034 | loss: 0.0311454 | val_loss: 0.031168 | Time: 3108.53 ms [2021-10-14 10:19:27 main:574] : INFO : Epoch 2035 | loss: 0.0311476 | val_loss: 0.0311688 | Time: 2953.92 ms [2021-10-14 10:19:31 main:574] : INFO : Epoch 2036 | loss: 0.0311476 | val_loss: 0.0311707 | Time: 3113.27 ms [2021-10-14 10:19:33 main:574] : INFO : Epoch 2037 | loss: 0.031145 | val_loss: 0.0311709 | Time: 2911.22 ms [2021-10-14 10:19:36 main:574] : INFO : Epoch 2038 | loss: 0.0311456 | val_loss: 0.0311694 | Time: 3063.58 ms [2021-10-14 10:19:40 main:574] : INFO : Epoch 2039 | loss: 0.0311464 | val_loss: 0.0311681 | Time: 3012.05 ms [2021-10-14 10:19:43 main:574] : INFO : Epoch 2040 | loss: 0.0311457 | val_loss: 0.0311678 | Time: 2998.38 ms [2021-10-14 10:19:46 main:574] : INFO : Epoch 2041 | loss: 0.0311435 | val_loss: 0.0311681 | Time: 2950.62 ms [2021-10-14 10:19:49 main:574] : INFO : Epoch 2042 | loss: 0.0311469 | val_loss: 0.0311668 | Time: 3024.95 ms [2021-10-14 10:19:52 main:574] : INFO : Epoch 2043 | loss: 0.0311476 | val_loss: 0.0311687 | Time: 3074.24 ms [2021-10-14 10:19:55 main:574] : INFO : Epoch 2044 | loss: 0.0311467 | val_loss: 0.0311641 | Time: 3023.24 ms [2021-10-14 10:19:58 main:574] : INFO : Epoch 2045 | loss: 0.031147 | val_loss: 0.0311642 | Time: 3084.73 ms [2021-10-14 10:20:01 main:574] : INFO : Epoch 2046 | loss: 0.0311443 | val_loss: 0.0311703 | Time: 2950.78 ms [2021-10-14 10:20:04 main:574] : INFO : Epoch 2047 | loss: 0.0311462 | val_loss: 0.0311671 | Time: 2877.66 ms [2021-10-14 10:20:07 main:574] : INFO : Epoch 2048 | loss: 0.0311463 | val_loss: 0.0311679 | Time: 2999.53 ms [2021-10-14 10:20:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311679 [2021-10-14 10:20:07 main:603] : INFO : Saving end state to config to file [2021-10-14 10:20:07 main:608] : INFO : Success, exiting.. 10:20:07 (15056): 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)