Task 12970131
| Name | ParityModified-1647047877-13890-0_0 |
| Workunit | 10102005 |
| Created | 12 Mar 2022, 1:18:01 UTC |
| Sent | 20 Mar 2022, 10:27:39 UTC |
| Report deadline | 28 Mar 2022, 10:27:39 UTC |
| Received | 20 Mar 2022, 17:56:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21043 |
| Run time | 2 hours 34 min 43 sec |
| CPU time | 2 hours 27 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,104.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.58 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -03-20 13:40:45 main:574] : INFO : Epoch 1542 | loss: 0.0311766 | val_loss: 0.0311795 | Time: 2888.26 ms [2022-03-20 13:40:48 main:574] : INFO : Epoch 1543 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 2987.81 ms [2022-03-20 13:40:52 main:574] : INFO : Epoch 1544 | loss: 0.0311826 | val_loss: 0.0311802 | Time: 3567.03 ms [2022-03-20 13:40:55 main:574] : INFO : Epoch 1545 | loss: 0.0311792 | val_loss: 0.0311844 | Time: 2902.76 ms [2022-03-20 13:40:58 main:574] : INFO : Epoch 1546 | loss: 0.0311858 | val_loss: 0.0311875 | Time: 3147.41 ms [2022-03-20 13:41:01 main:574] : INFO : Epoch 1547 | loss: 0.0311803 | val_loss: 0.031184 | Time: 2815.09 ms [2022-03-20 13:41:04 main:574] : INFO : Epoch 1548 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 2960.03 ms [2022-03-20 13:41:07 main:574] : INFO : Epoch 1549 | loss: 0.031174 | val_loss: 0.0311793 | Time: 3096.42 ms [2022-03-20 13:41:10 main:574] : INFO : Epoch 1550 | loss: 0.0311752 | val_loss: 0.0311872 | Time: 3454.85 ms [2022-03-20 13:41:14 main:574] : INFO : Epoch 1551 | loss: 0.031174 | val_loss: 0.0311798 | Time: 3223.51 ms [2022-03-20 13:41:17 main:574] : INFO : Epoch 1552 | loss: 0.0311732 | val_loss: 0.03118 | Time: 2986.96 ms [2022-03-20 13:41:19 main:574] : INFO : Epoch 1553 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 2936.06 ms [2022-03-20 13:41:23 main:574] : INFO : Epoch 1554 | loss: 0.0311802 | val_loss: 0.0311794 | Time: 3251.3 ms [2022-03-20 13:41:26 main:574] : INFO : Epoch 1555 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 3749.82 ms [2022-03-20 13:41:30 main:574] : INFO : Epoch 1556 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 3522.64 ms [2022-03-20 13:41:33 main:574] : INFO : Epoch 1557 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 2918.88 ms [2022-03-20 13:41:36 main:574] : INFO : Epoch 1558 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 3010.31 ms [2022-03-20 13:41:39 main:574] : INFO : Epoch 1559 | loss: 0.0311726 | val_loss: 0.031179 | Time: 3069.97 ms [2022-03-20 13:41:43 main:574] : INFO : Epoch 1560 | loss: 0.0311705 | val_loss: 0.0311783 | Time: 3686.8 ms [2022-03-20 13:41:46 main:574] : INFO : Epoch 1561 | loss: 0.0311707 | val_loss: 0.0311823 | Time: 3616.9 ms [2022-03-20 13:41:50 main:574] : INFO : Epoch 1562 | loss: 0.031175 | val_loss: 0.0311797 | Time: 3539.07 ms [2022-03-20 13:41:53 main:574] : INFO : Epoch 1563 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 3007.53 ms [2022-03-20 13:41:56 main:574] : INFO : Epoch 1564 | loss: 0.0311736 | val_loss: 0.0311936 | Time: 3182.8 ms [2022-03-20 13:41:59 main:574] : INFO : Epoch 1565 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 3105.42 ms [2022-03-20 13:42:03 main:574] : INFO : Epoch 1566 | loss: 0.031171 | val_loss: 0.0311794 | Time: 3395.03 ms [2022-03-20 13:42:06 main:574] : INFO : Epoch 1567 | loss: 0.0311706 | val_loss: 0.031179 | Time: 3379.6 ms [2022-03-20 13:42:09 main:574] : INFO : Epoch 1568 | loss: 0.0311697 | val_loss: 0.0311875 | Time: 3033.75 ms [2022-03-20 13:42:12 main:574] : INFO : Epoch 1569 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 3229.89 ms [2022-03-20 13:42:15 main:574] : INFO : Epoch 1570 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 3016.52 ms [2022-03-20 13:42:18 main:574] : INFO : Epoch 1571 | loss: 0.031172 | val_loss: 0.0311921 | Time: 3161.24 ms [2022-03-20 13:42:22 main:574] : INFO : Epoch 1572 | loss: 0.0311757 | val_loss: 0.0311865 | Time: 3363.68 ms [2022-03-20 13:42:25 main:574] : INFO : Epoch 1573 | loss: 0.0311704 | val_loss: 0.0311793 | Time: 3310.72 ms [2022-03-20 13:42:28 main:574] : INFO : Epoch 1574 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 3104.1 ms [2022-03-20 13:42:31 main:574] : INFO : Epoch 1575 | loss: 0.03117 | val_loss: 0.0311889 | Time: 2832.99 ms [2022-03-20 13:42:34 main:574] : INFO : Epoch 1576 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 3197.51 ms [2022-03-20 13:42:38 main:574] : INFO : Epoch 1577 | loss: 0.0311682 | val_loss: 0.0311866 | Time: 3356.37 ms [2022-03-20 13:42:40 main:574] : INFO : Epoch 1578 | loss: 0.0311707 | val_loss: 0.0311819 | Time: 2974.14 ms [2022-03-20 13:42:44 main:574] : INFO : Epoch 1579 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 3092.46 ms [2022-03-20 13:42:47 main:574] : INFO : Epoch 1580 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 3218.44 ms [2022-03-20 13:42:50 main:574] : INFO : Epoch 1581 | loss: 0.0311705 | val_loss: 0.0311923 | Time: 2857.32 ms [2022-03-20 13:42:53 main:574] : INFO : Epoch 1582 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 2962.8 ms [2022-03-20 13:42:56 main:574] : INFO : Epoch 1583 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 3247.71 ms [2022-03-20 13:42:59 main:574] : INFO : Epoch 1584 | loss: 0.031167 | val_loss: 0.0311809 | Time: 3028.72 ms [2022-03-20 13:43:02 main:574] : INFO : Epoch 1585 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 3446.58 ms [2022-03-20 13:43:05 main:574] : INFO : Epoch 1586 | loss: 0.031168 | val_loss: 0.0311816 | Time: 3117.02 ms [2022-03-20 13:43:09 main:574] : INFO : Epoch 1587 | loss: 0.0311672 | val_loss: 0.0311791 | Time: 3310.86 ms [2022-03-20 13:43:12 main:574] : INFO : Epoch 1588 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 3046.03 ms [2022-03-20 13:43:15 main:574] : INFO : Epoch 1589 | loss: 0.0311719 | val_loss: 0.0311831 | Time: 2874.28 ms [2022-03-20 13:43:18 main:574] : INFO : Epoch 1590 | loss: 0.031172 | val_loss: 0.0311767 | Time: 3135.75 ms [2022-03-20 13:43:21 main:574] : INFO : Epoch 1591 | loss: 0.0311685 | val_loss: 0.031177 | Time: 2973.54 ms [2022-03-20 13:43:24 main:574] : INFO : Epoch 1592 | loss: 0.0311658 | val_loss: 0.0311846 | Time: 2962.03 ms [2022-03-20 13:43:27 main:574] : INFO : Epoch 1593 | loss: 0.0311658 | val_loss: 0.0311769 | Time: 3188.93 ms [2022-03-20 13:43:30 main:574] : INFO : Epoch 1594 | loss: 0.0311704 | val_loss: 0.0311877 | Time: 3129.27 ms [2022-03-20 13:43:33 main:574] : INFO : Epoch 1595 | loss: 0.03117 | val_loss: 0.031179 | Time: 3351.61 ms [2022-03-20 13:43:37 main:574] : INFO : Epoch 1596 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 3615.87 ms [2022-03-20 13:43:40 main:574] : INFO : Epoch 1597 | loss: 0.031167 | val_loss: 0.0311782 | Time: 3009.4 ms [2022-03-20 13:43:43 main:574] : INFO : Epoch 1598 | loss: 0.0311666 | val_loss: 0.0311821 | Time: 2878.98 ms [2022-03-20 13:43:47 main:574] : INFO : Epoch 1599 | loss: 0.0311647 | val_loss: 0.031177 | Time: 3626.21 ms [2022-03-20 13:43:50 main:574] : INFO : Epoch 1600 | loss: 0.031166 | val_loss: 0.0311827 | Time: 3831.77 ms [2022-03-20 13:43:54 main:574] : INFO : Epoch 1601 | loss: 0.0311717 | val_loss: 0.0311841 | Time: 3140.93 ms [2022-03-20 13:43:57 main:574] : INFO : Epoch 1602 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 3433.56 ms [2022-03-20 13:44:00 main:574] : INFO : Epoch 1603 | loss: 0.0311636 | val_loss: 0.0311805 | Time: 2881.11 ms [2022-03-20 13:44:03 main:574] : INFO : Epoch 1604 | loss: 0.0311644 | val_loss: 0.0311802 | Time: 2989.29 ms [2022-03-20 13:44:06 main:574] : INFO : Epoch 1605 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 3046.2 ms [2022-03-20 13:44:09 main:574] : INFO : Epoch 1606 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 3303.58 ms [2022-03-20 13:44:13 main:574] : INFO : Epoch 1607 | loss: 0.0311661 | val_loss: 0.0311837 | Time: 3879.64 ms [2022-03-20 13:44:17 main:574] : INFO : Epoch 1608 | loss: 0.0311657 | val_loss: 0.031182 | Time: 3883.4 ms [2022-03-20 13:44:20 main:574] : INFO : Epoch 1609 | loss: 0.0311633 | val_loss: 0.0311781 | Time: 2909.87 ms [2022-03-20 13:44:23 main:574] : INFO : Epoch 1610 | loss: 0.0311628 | val_loss: 0.0311788 | Time: 3125.1 ms [2022-03-20 13:44:26 main:574] : INFO : Epoch 1611 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 3019.07 ms [2022-03-20 13:44:30 main:574] : INFO : Epoch 1612 | loss: 0.0311632 | val_loss: 0.0311782 | Time: 3794.35 ms [2022-03-20 13:44:33 main:574] : INFO : Epoch 1613 | loss: 0.0311657 | val_loss: 0.031179 | Time: 2921.41 ms [2022-03-20 13:44:36 main:574] : INFO : Epoch 1614 | loss: 0.0311629 | val_loss: 0.0311776 | Time: 3187.54 ms [2022-03-20 13:44:39 main:574] : INFO : Epoch 1615 | loss: 0.0311639 | val_loss: 0.0311764 | Time: 3369.21 ms [2022-03-20 13:44:43 main:574] : INFO : Epoch 1616 | loss: 0.0311645 | val_loss: 0.0311767 | Time: 3553.65 ms [2022-03-20 13:44:46 main:574] : INFO : Epoch 1617 | loss: 0.0311637 | val_loss: 0.0311762 | Time: 2967.23 ms [2022-03-20 13:44:49 main:574] : INFO : Epoch 1618 | loss: 0.0311658 | val_loss: 0.0311849 | Time: 3058.82 ms [2022-03-20 13:44:52 main:574] : INFO : Epoch 1619 | loss: 0.0311646 | val_loss: 0.0311768 | Time: 3257.27 ms [2022-03-20 13:44:55 main:574] : INFO : Epoch 1620 | loss: 0.0311622 | val_loss: 0.0311797 | Time: 3056.53 ms [2022-03-20 13:44:58 main:574] : INFO : Epoch 1621 | loss: 0.0311647 | val_loss: 0.0311793 | Time: 2905.24 ms [2022-03-20 13:45:01 main:574] : INFO : Epoch 1622 | loss: 0.0311629 | val_loss: 0.0311776 | Time: 2993.95 ms [2022-03-20 13:45:04 main:574] : INFO : Epoch 1623 | loss: 0.0311612 | val_loss: 0.0311758 | Time: 3168.09 ms [2022-03-20 13:45:08 main:574] : INFO : Epoch 1624 | loss: 0.0311633 | val_loss: 0.0311758 | Time: 3247.79 ms [2022-03-20 13:45:11 main:574] : INFO : Epoch 1625 | loss: 0.0311639 | val_loss: 0.0311794 | Time: 3407.4 ms [2022-03-20 13:45:14 main:574] : INFO : Epoch 1626 | loss: 0.0311692 | val_loss: 0.0311909 | Time: 3133.45 ms [2022-03-20 13:45:17 main:574] : INFO : Epoch 1627 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 2939.45 ms [2022-03-20 13:45:20 main:574] : INFO : Epoch 1628 | loss: 0.0311619 | val_loss: 0.0311808 | Time: 2915.43 ms [2022-03-20 13:45:23 main:574] : INFO : Epoch 1629 | loss: 0.0311622 | val_loss: 0.0311753 | Time: 3275.76 ms [2022-03-20 13:45:26 main:574] : INFO : Epoch 1630 | loss: 0.0311612 | val_loss: 0.031175 | Time: 3076.54 ms [2022-03-20 13:45:30 main:574] : INFO : Epoch 1631 | loss: 0.0311609 | val_loss: 0.0311756 | Time: 3238.09 ms [2022-03-20 13:45:33 main:574] : INFO : Epoch 1632 | loss: 0.0311655 | val_loss: 0.0311837 | Time: 2953.67 ms [2022-03-20 13:45:36 main:574] : INFO : Epoch 1633 | loss: 0.0311626 | val_loss: 0.0311777 | Time: 3745.91 ms [2022-03-20 13:45:39 main:574] : INFO : Epoch 1634 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 2977.99 ms [2022-03-20 13:45:42 main:574] : INFO : Epoch 1635 | loss: 0.0311617 | val_loss: 0.0311781 | Time: 3163.79 ms [2022-03-20 13:45:46 main:574] : INFO : Epoch 1636 | loss: 0.0311637 | val_loss: 0.0311777 | Time: 3460.75 ms [2022-03-20 13:45:49 main:574] : INFO : Epoch 1637 | loss: 0.0311603 | val_loss: 0.0311756 | Time: 3162.47 ms [2022-03-20 13:45:52 main:574] : INFO : Epoch 1638 | loss: 0.03116 | val_loss: 0.031176 | Time: 3023.22 ms [2022-03-20 13:45:55 main:574] : INFO : Epoch 1639 | loss: 0.0311594 | val_loss: 0.0311763 | Time: 2889.77 ms [2022-03-20 13:45:59 main:574] : INFO : Epoch 1640 | loss: 0.03116 | val_loss: 0.0311785 | Time: 3694.88 ms [2022-03-20 13:46:02 main:574] : INFO : Epoch 1641 | loss: 0.0311594 | val_loss: 0.031178 | Time: 3309.85 ms [2022-03-20 13:46:05 main:574] : INFO : Epoch 1642 | loss: 0.0311603 | val_loss: 0.0311772 | Time: 3037.66 ms [2022-03-20 13:46:08 main:574] : INFO : Epoch 1643 | loss: 0.031164 | val_loss: 0.0311829 | Time: 3065.21 ms [2022-03-20 13:46:11 main:574] : INFO : Epoch 1644 | loss: 0.0311652 | val_loss: 0.031179 | Time: 2858.4 ms [2022-03-20 13:46:14 main:574] : INFO : Epoch 1645 | loss: 0.0311612 | val_loss: 0.0311771 | Time: 2967.07 ms [2022-03-20 13:46:17 main:574] : INFO : Epoch 1646 | loss: 0.0311596 | val_loss: 0.0311781 | Time: 3208.03 ms [2022-03-20 13:46:20 main:574] : INFO : Epoch 1647 | loss: 0.0311621 | val_loss: 0.0311792 | Time: 2942.55 ms [2022-03-20 13:46:23 main:574] : INFO : Epoch 1648 | loss: 0.03116 | val_loss: 0.0311773 | Time: 3091.05 ms [2022-03-20 13:46:27 main:574] : INFO : Epoch 1649 | loss: 0.0311602 | val_loss: 0.0311759 | Time: 3465.64 ms [2022-03-20 13:46:30 main:574] : INFO : Epoch 1650 | loss: 0.0311599 | val_loss: 0.0311792 | Time: 2906.01 ms [2022-03-20 13:46:33 main:574] : INFO : Epoch 1651 | loss: 0.0311583 | val_loss: 0.0311788 | Time: 2989.14 ms [2022-03-20 13:46:36 main:574] : INFO : Epoch 1652 | loss: 0.0311616 | val_loss: 0.031177 | Time: 3578.92 ms [2022-03-20 13:46:39 main:574] : INFO : Epoch 1653 | loss: 0.0311583 | val_loss: 0.031177 | Time: 3310.83 ms [2022-03-20 13:46:43 main:574] : INFO : Epoch 1654 | loss: 0.0311576 | val_loss: 0.0311794 | Time: 3120.02 ms [2022-03-20 13:46:46 main:574] : INFO : Epoch 1655 | loss: 0.0311561 | val_loss: 0.0311764 | Time: 3625.71 ms [2022-03-20 13:46:49 main:574] : INFO : Epoch 1656 | loss: 0.0311559 | val_loss: 0.0311775 | Time: 2895.46 ms [2022-03-20 13:46:52 main:574] : INFO : Epoch 1657 | loss: 0.031157 | val_loss: 0.0311775 | Time: 3265.36 ms [2022-03-20 13:46:56 main:574] : INFO : Epoch 1658 | loss: 0.0311566 | val_loss: 0.0311827 | Time: 3245.17 ms [2022-03-20 13:46:59 main:574] : INFO : Epoch 1659 | loss: 0.0311561 | val_loss: 0.0311795 | Time: 3336.33 ms [2022-03-20 13:47:02 main:574] : INFO : Epoch 1660 | loss: 0.0311558 | val_loss: 0.0311793 | Time: 3089.44 ms [2022-03-20 13:47:05 main:574] : INFO : Epoch 1661 | loss: 0.0311569 | val_loss: 0.0311787 | Time: 3061.39 ms [2022-03-20 13:47:08 main:574] : INFO : Epoch 1662 | loss: 0.0311554 | val_loss: 0.0311786 | Time: 3213.5 ms [2022-03-20 13:47:12 main:574] : INFO : Epoch 1663 | loss: 0.0311557 | val_loss: 0.0311893 | Time: 3313.97 ms [2022-03-20 13:47:15 main:574] : INFO : Epoch 1664 | loss: 0.0311581 | val_loss: 0.0311806 | Time: 3681.84 ms [2022-03-20 13:47:19 main:574] : INFO : Epoch 1665 | loss: 0.031156 | val_loss: 0.031178 | Time: 3716.17 ms [2022-03-20 13:47:22 main:574] : INFO : Epoch 1666 | loss: 0.0311563 | val_loss: 0.0311801 | Time: 2874.08 ms [2022-03-20 13:47:25 main:574] : INFO : Epoch 1667 | loss: 0.0311584 | val_loss: 0.0311818 | Time: 3026.94 ms [2022-03-20 13:47:28 main:574] : INFO : Epoch 1668 | loss: 0.0311558 | val_loss: 0.0311786 | Time: 2998.96 ms [2022-03-20 13:47:32 main:574] : INFO : Epoch 1669 | loss: 0.0311631 | val_loss: 0.0311832 | Time: 3709.07 ms [2022-03-20 13:47:35 main:574] : INFO : Epoch 1670 | loss: 0.0311618 | val_loss: 0.031179 | Time: 3636.06 ms [2022-03-20 13:47:39 main:574] : INFO : Epoch 1671 | loss: 0.0311573 | val_loss: 0.031178 | Time: 3702.65 ms [2022-03-20 13:47:42 main:574] : INFO : Epoch 1672 | loss: 0.0311595 | val_loss: 0.03118 | Time: 2991.48 ms [2022-03-20 13:47:45 main:574] : INFO : Epoch 1673 | loss: 0.0311608 | val_loss: 0.0311875 | Time: 2840.64 ms [2022-03-20 13:47:48 main:574] : INFO : Epoch 1674 | loss: 0.0311596 | val_loss: 0.0311808 | Time: 2882.7 ms [2022-03-20 13:47:51 main:574] : INFO : Epoch 1675 | loss: 0.031157 | val_loss: 0.0311853 | Time: 3213.49 ms [2022-03-20 13:47:54 main:574] : INFO : Epoch 1676 | loss: 0.0311553 | val_loss: 0.0311761 | Time: 2973.73 ms [2022-03-20 13:47:57 main:574] : INFO : Epoch 1677 | loss: 0.0311542 | val_loss: 0.0311845 | Time: 3613.92 ms [2022-03-20 13:48:01 main:574] : INFO : Epoch 1678 | loss: 0.0311551 | val_loss: 0.0311848 | Time: 3505.75 ms [2022-03-20 13:48:05 main:574] : INFO : Epoch 1679 | loss: 0.0311546 | val_loss: 0.0311797 | Time: 3696.67 ms [2022-03-20 13:48:08 main:574] : INFO : Epoch 1680 | loss: 0.0311532 | val_loss: 0.0311804 | Time: 3405.22 ms [2022-03-20 13:48:11 main:574] : INFO : Epoch 1681 | loss: 0.0311565 | val_loss: 0.0311816 | Time: 3031.47 ms [2022-03-20 13:48:14 main:574] : INFO : Epoch 1682 | loss: 0.031157 | val_loss: 0.0311811 | Time: 2938.84 ms [2022-03-20 13:48:17 main:574] : INFO : Epoch 1683 | loss: 0.0311555 | val_loss: 0.0311772 | Time: 3169.9 ms [2022-03-20 13:48:20 main:574] : INFO : Epoch 1684 | loss: 0.0311536 | val_loss: 0.0311824 | Time: 2979.29 ms [2022-03-20 13:48:23 main:574] : INFO : Epoch 1685 | loss: 0.0311554 | val_loss: 0.0311783 | Time: 2823.07 ms [2022-03-20 13:48:26 main:574] : INFO : Epoch 1686 | loss: 0.0311528 | val_loss: 0.0311843 | Time: 3052.29 ms [2022-03-20 13:48:30 main:574] : INFO : Epoch 1687 | loss: 0.0311527 | val_loss: 0.0311807 | Time: 4105.51 ms [2022-03-20 13:48:34 main:574] : INFO : Epoch 1688 | loss: 0.0311514 | val_loss: 0.0311789 | Time: 3684.36 ms [2022-03-20 13:48:37 main:574] : INFO : Epoch 1689 | loss: 0.031153 | val_loss: 0.0311821 | Time: 3070.78 ms [2022-03-20 13:48:40 main:574] : INFO : Epoch 1690 | loss: 0.0311544 | val_loss: 0.0311818 | Time: 2960.64 ms [2022-03-20 13:48:43 main:574] : INFO : Epoch 1691 | loss: 0.0311546 | val_loss: 0.0311776 | Time: 3070.52 ms [2022-03-20 13:48:47 main:574] : INFO : Epoch 1692 | loss: 0.0311537 | val_loss: 0.031188 | Time: 3670.92 ms [2022-03-20 13:48:50 main:574] : INFO : Epoch 1693 | loss: 0.0311563 | val_loss: 0.0311805 | Time: 3239.78 ms [2022-03-20 13:48:53 main:574] : INFO : Epoch 1694 | loss: 0.0311548 | val_loss: 0.0311843 | Time: 3053.76 ms [2022-03-20 13:48:57 main:574] : INFO : Epoch 1695 | loss: 0.0311541 | val_loss: 0.0311835 | Time: 3611.35 ms [2022-03-20 13:48:59 main:574] : INFO : Epoch 1696 | loss: 0.0311535 | val_loss: 0.0311792 | Time: 2917.31 ms [2022-03-20 13:49:02 main:574] : INFO : Epoch 1697 | loss: 0.0311524 | val_loss: 0.031179 | Time: 2966.49 ms [2022-03-20 13:49:06 main:574] : INFO : Epoch 1698 | loss: 0.0311518 | val_loss: 0.0311784 | Time: 3380.43 ms [2022-03-20 13:49:09 main:574] : INFO : Epoch 1699 | loss: 0.0311515 | val_loss: 0.0311802 | Time: 3025.01 ms [2022-03-20 13:49:13 main:574] : INFO : Epoch 1700 | loss: 0.0311499 | val_loss: 0.0311833 | Time: 3794.88 ms [2022-03-20 13:49:16 main:574] : INFO : Epoch 1701 | loss: 0.0311512 | val_loss: 0.0311794 | Time: 3307.8 ms [2022-03-20 13:49:19 main:574] : INFO : Epoch 1702 | loss: 0.0311508 | val_loss: 0.0311781 | Time: 3493.69 ms [2022-03-20 13:49:23 main:574] : INFO : Epoch 1703 | loss: 0.0311495 | val_loss: 0.0311829 | Time: 3371.84 ms [2022-03-20 13:49:26 main:574] : INFO : Epoch 1704 | loss: 0.0311522 | val_loss: 0.0311792 | Time: 3080.04 ms [2022-03-20 13:49:29 main:574] : INFO : Epoch 1705 | loss: 0.0311515 | val_loss: 0.0311838 | Time: 3451.61 ms [2022-03-20 13:49:32 main:574] : INFO : Epoch 1706 | loss: 0.0311529 | val_loss: 0.03118 | Time: 3034.12 ms [2022-03-20 13:49:35 main:574] : INFO : Epoch 1707 | loss: 0.0311512 | val_loss: 0.0311803 | Time: 2823.65 ms [2022-03-20 13:49:39 main:574] : INFO : Epoch 1708 | loss: 0.0311498 | val_loss: 0.0311901 | Time: 3538.93 ms [2022-03-20 13:49:42 main:574] : INFO : Epoch 1709 | loss: 0.031151 | val_loss: 0.0311836 | Time: 2851.16 ms [2022-03-20 13:49:45 main:574] : INFO : Epoch 1710 | loss: 0.0311519 | val_loss: 0.031178 | Time: 3807.61 ms [2022-03-20 13:49:49 main:574] : INFO : Epoch 1711 | loss: 0.031149 | val_loss: 0.0311811 | Time: 3229.24 ms [2022-03-20 13:49:52 main:574] : INFO : Epoch 1712 | loss: 0.0311482 | val_loss: 0.0311828 | Time: 2989.58 ms [2022-03-20 13:49:55 main:574] : INFO : Epoch 1713 | loss: 0.0311486 | val_loss: 0.0311823 | Time: 3033.12 ms [2022-03-20 13:49:58 main:574] : INFO : Epoch 1714 | loss: 0.0311492 | val_loss: 0.0311852 | Time: 3058.39 ms [2022-03-20 13:50:01 main:574] : INFO : Epoch 1715 | loss: 0.0311482 | val_loss: 0.0311813 | Time: 3178.69 ms [2022-03-20 13:50:04 main:574] : INFO : Epoch 1716 | loss: 0.0311508 | val_loss: 0.0311864 | Time: 3155.43 ms [2022-03-20 13:50:07 main:574] : INFO : Epoch 1717 | loss: 0.0311482 | val_loss: 0.0311809 | Time: 2853.47 ms [2022-03-20 13:50:10 main:574] : INFO : Epoch 1718 | loss: 0.0311495 | val_loss: 0.0311859 | Time: 3148.9 ms [2022-03-20 13:50:13 main:574] : INFO : Epoch 1719 | loss: 0.0311506 | val_loss: 0.0311812 | Time: 3101.18 ms [2022-03-20 13:50:16 main:574] : INFO : Epoch 1720 | loss: 0.0311527 | val_loss: 0.0311804 | Time: 2897.38 ms [2022-03-20 13:50:20 main:574] : INFO : Epoch 1721 | loss: 0.0311504 | val_loss: 0.0311804 | Time: 3406.81 ms [2022-03-20 13:50:23 main:574] : INFO : Epoch 1722 | loss: 0.0311516 | val_loss: 0.0311791 | Time: 3196.77 ms [2022-03-20 13:50:26 main:574] : INFO : Epoch 1723 | loss: 0.0311577 | val_loss: 0.0311797 | Time: 3330.09 ms [2022-03-20 13:50:29 main:574] : INFO : Epoch 1724 | loss: 0.031152 | val_loss: 0.0311911 | Time: 2987.27 ms [2022-03-20 13:50:32 main:574] : INFO : Epoch 1725 | loss: 0.031149 | val_loss: 0.0311807 | Time: 3004.67 ms [2022-03-20 13:50:35 main:574] : INFO : Epoch 1726 | loss: 0.0311468 | val_loss: 0.031183 | Time: 3299.06 ms [2022-03-20 13:50:39 main:574] : INFO : Epoch 1727 | loss: 0.0311466 | val_loss: 0.0311873 | Time: 3427.02 ms [2022-03-20 13:50:43 main:574] : INFO : Epoch 1728 | loss: 0.0311474 | val_loss: 0.0311804 | Time: 3767.43 ms [2022-03-20 13:50:46 main:574] : INFO : Epoch 1729 | loss: 0.0311489 | val_loss: 0.0311889 | Time: 3109.81 ms [2022-03-20 13:50:49 main:574] : INFO : Epoch 1730 | loss: 0.0311486 | val_loss: 0.0311795 | Time: 2929.61 ms [2022-03-20 13:50:52 main:574] : INFO : Epoch 1731 | loss: 0.0311451 | val_loss: 0.0311839 | Time: 3558.74 ms [2022-03-20 13:50:56 main:574] : INFO : Epoch 1732 | loss: 0.0311459 | val_loss: 0.0311841 | Time: 3882.76 ms [2022-03-20 13:50:59 main:574] : INFO : Epoch 1733 | loss: 0.0311459 | val_loss: 0.0311839 | Time: 3130.96 ms [2022-03-20 13:51:03 main:574] : INFO : Epoch 1734 | loss: 0.0311457 | val_loss: 0.0311818 | Time: 3856.44 ms [2022-03-20 13:51:06 main:574] : INFO : Epoch 1735 | loss: 0.031149 | val_loss: 0.0311897 | Time: 2906.42 ms [2022-03-20 13:51:09 main:574] : INFO : Epoch 1736 | loss: 0.0311536 | val_loss: 0.0311881 | Time: 2888.67 ms [2022-03-20 13:51:12 main:574] : INFO : Epoch 1737 | loss: 0.0311472 | val_loss: 0.0311839 | Time: 3023.05 ms [2022-03-20 13:51:15 main:574] : INFO : Epoch 1738 | loss: 0.0311476 | val_loss: 0.031186 | Time: 3540.18 ms [2022-03-20 13:51:19 main:574] : INFO : Epoch 1739 | loss: 0.0311506 | val_loss: 0.0311796 | Time: 3311.9 ms [2022-03-20 13:51:22 main:574] : INFO : Epoch 1740 | loss: 0.03115 | val_loss: 0.0311893 | Time: 3091.14 ms [2022-03-20 13:51:25 main:574] : INFO : Epoch 1741 | loss: 0.0311468 | val_loss: 0.0311809 | Time: 3128.64 ms [2022-03-20 13:51:28 main:574] : INFO : Epoch 1742 | loss: 0.0311501 | val_loss: 0.0311807 | Time: 3267.51 ms [2022-03-20 13:51:31 main:574] : INFO : Epoch 1743 | loss: 0.0311473 | val_loss: 0.0311882 | Time: 3019.52 ms [2022-03-20 13:51:35 main:574] : INFO : Epoch 1744 | loss: 0.0311486 | val_loss: 0.0311814 | Time: 3549.4 ms [2022-03-20 13:51:38 main:574] : INFO : Epoch 1745 | loss: 0.03115 | val_loss: 0.0311891 | Time: 3109.75 ms [2022-03-20 13:51:42 main:574] : INFO : Epoch 1746 | loss: 0.0311465 | val_loss: 0.0311826 | Time: 3673.37 ms [2022-03-20 13:51:45 main:574] : INFO : Epoch 1747 | loss: 0.0311474 | val_loss: 0.0311815 | Time: 3045.82 ms [2022-03-20 13:51:48 main:574] : INFO : Epoch 1748 | loss: 0.0311479 | val_loss: 0.0311843 | Time: 3348.02 ms [2022-03-20 13:51:51 main:574] : INFO : Epoch 1749 | loss: 0.0311444 | val_loss: 0.0311795 | Time: 3090.45 ms [2022-03-20 13:51:55 main:574] : INFO : Epoch 1750 | loss: 0.0311482 | val_loss: 0.0311828 | Time: 3719.24 ms [2022-03-20 13:51:58 main:574] : INFO : Epoch 1751 | loss: 0.0311448 | val_loss: 0.0311814 | Time: 3348.4 ms [2022-03-20 13:52:01 main:574] : INFO : Epoch 1752 | loss: 0.0311455 | val_loss: 0.031183 | Time: 3235.5 ms [2022-03-20 13:52:04 main:574] : INFO : Epoch 1753 | loss: 0.0311437 | val_loss: 0.0311828 | Time: 2982.77 ms [2022-03-20 13:52:07 main:574] : INFO : Epoch 1754 | loss: 0.0311435 | val_loss: 0.0311858 | Time: 3074.12 ms [2022-03-20 13:52:11 main:574] : INFO : Epoch 1755 | loss: 0.0311497 | val_loss: 0.0311988 | Time: 3564.89 ms [2022-03-20 13:52:14 main:574] : INFO : Epoch 1756 | loss: 0.0311524 | val_loss: 0.0311878 | Time: 3418.03 ms [2022-03-20 13:52:18 main:574] : INFO : Epoch 1757 | loss: 0.0311477 | val_loss: 0.0311877 | Time: 3395.76 ms [2022-03-20 13:52:21 main:574] : INFO : Epoch 1758 | loss: 0.0311486 | val_loss: 0.0311962 | Time: 3054.88 ms [2022-03-20 13:52:24 main:574] : INFO : Epoch 1759 | loss: 0.0311483 | val_loss: 0.0311853 | Time: 3027.04 ms [2022-03-20 13:52:27 main:574] : INFO : Epoch 1760 | loss: 0.031143 | val_loss: 0.0311871 | Time: 2950.13 ms [2022-03-20 13:52:30 main:574] : INFO : Epoch 1761 | loss: 0.0311444 | val_loss: 0.0311929 | Time: 3580.5 ms [2022-03-20 13:52:33 main:574] : INFO : Epoch 1762 | loss: 0.0311435 | val_loss: 0.0311854 | Time: 3018.37 ms [2022-03-20 13:52:36 main:574] : INFO : Epoch 1763 | loss: 0.031142 | val_loss: 0.0311949 | Time: 2883.29 ms [2022-03-20 13:52:39 main:574] : INFO : Epoch 1764 | loss: 0.0311415 | val_loss: 0.0311853 | Time: 3000.33 ms [2022-03-20 13:52:43 main:574] : INFO : Epoch 1765 | loss: 0.0311409 | val_loss: 0.0311875 | Time: 3212.91 ms [2022-03-20 13:52:46 main:574] : INFO : Epoch 1766 | loss: 0.0311396 | val_loss: 0.0311863 | Time: 3105.29 ms [2022-03-20 13:52:49 main:574] : INFO : Epoch 1767 | loss: 0.0311419 | val_loss: 0.0311865 | Time: 2889.33 ms [2022-03-20 13:52:52 main:574] : INFO : Epoch 1768 | loss: 0.0311401 | val_loss: 0.0311875 | Time: 3250.95 ms [2022-03-20 13:52:55 main:574] : INFO : Epoch 1769 | loss: 0.0311428 | val_loss: 0.0311899 | Time: 3277.55 ms [2022-03-20 13:52:58 main:574] : INFO : Epoch 1770 | loss: 0.0311402 | val_loss: 0.0311892 | Time: 3214.98 ms [2022-03-20 13:53:01 main:574] : INFO : Epoch 1771 | loss: 0.0311405 | val_loss: 0.0311829 | Time: 2984.14 ms [2022-03-20 13:53:05 main:574] : INFO : Epoch 1772 | loss: 0.0311391 | val_loss: 0.0311961 | Time: 3404.55 ms [2022-03-20 13:53:08 main:574] : INFO : Epoch 1773 | loss: 0.0311428 | val_loss: 0.0311898 | Time: 3273.99 ms [2022-03-20 13:53:11 main:574] : INFO : Epoch 1774 | loss: 0.0311458 | val_loss: 0.0311828 | Time: 3329.48 ms [2022-03-20 13:53:14 main:574] : INFO : Epoch 1775 | loss: 0.0311394 | val_loss: 0.0311906 | Time: 3106.85 ms [2022-03-20 13:53:17 main:574] : INFO : Epoch 1776 | loss: 0.0311452 | val_loss: 0.0311892 | Time: 2923.86 ms [2022-03-20 13:53:20 main:574] : INFO : Epoch 1777 | loss: 0.0311443 | val_loss: 0.0311867 | Time: 3033.99 ms [2022-03-20 13:53:24 main:574] : INFO : Epoch 1778 | loss: 0.0311415 | val_loss: 0.0311837 | Time: 3370.12 ms [2022-03-20 13:53:27 main:574] : INFO : Epoch 1779 | loss: 0.031146 | val_loss: 0.03121 | Time: 2895.07 ms [2022-03-20 13:53:30 main:574] : INFO : Epoch 1780 | loss: 0.0311412 | val_loss: 0.0311921 | Time: 3363.17 ms [2022-03-20 13:53:33 main:574] : INFO : Epoch 1781 | loss: 0.0311405 | val_loss: 0.0311819 | Time: 3069.24 ms [2022-03-20 13:53:36 main:574] : INFO : Epoch 1782 | loss: 0.0311403 | val_loss: 0.0311926 | Time: 3039.11 ms [2022-03-20 13:53:39 main:574] : INFO : Epoch 1783 | loss: 0.031142 | val_loss: 0.0311891 | Time: 3009 ms [2022-03-20 13:53:42 main:574] : INFO : Epoch 1784 | loss: 0.0311415 | val_loss: 0.0311871 | Time: 3168.8 ms [2022-03-20 13:53:45 main:574] : INFO : Epoch 1785 | loss: 0.0311392 | val_loss: 0.0311927 | Time: 2898.54 ms [2022-03-20 13:53:48 main:574] : INFO : Epoch 1786 | loss: 0.0311392 | val_loss: 0.0311835 | Time: 3346.17 ms [2022-03-20 13:53:51 main:574] : INFO : Epoch 1787 | loss: 0.0311379 | val_loss: 0.0311864 | Time: 2873.24 ms [2022-03-20 13:53:54 main:574] : INFO : Epoch 1788 | loss: 0.031139 | val_loss: 0.0311867 | Time: 2879.65 ms [2022-03-20 13:53:57 main:574] : INFO : Epoch 1789 | loss: 0.0311383 | val_loss: 0.031189 | Time: 3170.55 ms [2022-03-20 13:54:01 main:574] : INFO : Epoch 1790 | loss: 0.0311394 | val_loss: 0.0311885 | Time: 3412.21 ms [2022-03-20 13:54:04 main:574] : INFO : Epoch 1791 | loss: 0.0311371 | val_loss: 0.0311909 | Time: 2923.09 ms [2022-03-20 13:54:07 main:574] : INFO : Epoch 1792 | loss: 0.0311385 | val_loss: 0.0311832 | Time: 3255.72 ms [2022-03-20 13:54:11 main:574] : INFO : Epoch 1793 | loss: 0.0311427 | val_loss: 0.0311865 | Time: 3616.96 ms [2022-03-20 13:54:14 main:574] : INFO : Epoch 1794 | loss: 0.0311495 | val_loss: 0.0311932 | Time: 3399.43 ms [2022-03-20 13:54:17 main:574] : INFO : Epoch 1795 | loss: 0.0311467 | val_loss: 0.0311952 | Time: 2916.81 ms [2022-03-20 13:54:20 main:574] : INFO : Epoch 1796 | loss: 0.0311389 | val_loss: 0.0311857 | Time: 3069.79 ms [2022-03-20 13:54:23 main:574] : INFO : Epoch 1797 | loss: 0.0311363 | val_loss: 0.0311872 | Time: 2993.53 ms [2022-03-20 13:54:26 main:574] : INFO : Epoch 1798 | loss: 0.031138 | val_loss: 0.0311931 | Time: 3135.51 ms [2022-03-20 13:54:29 main:574] : INFO : Epoch 1799 | loss: 0.0311396 | val_loss: 0.0311865 | Time: 2895.86 ms [2022-03-20 13:54:32 main:574] : INFO : Epoch 1800 | loss: 0.0311392 | val_loss: 0.0311849 | Time: 2983.9 ms [2022-03-20 13:54:35 main:574] : INFO : Epoch 1801 | loss: 0.0311381 | val_loss: 0.031187 | Time: 3070.36 ms [2022-03-20 13:54:39 main:574] : INFO : Epoch 1802 | loss: 0.0311415 | val_loss: 0.0311868 | Time: 3738.05 ms [2022-03-20 13:54:42 main:574] : INFO : Epoch 1803 | loss: 0.0311403 | val_loss: 0.0311875 | Time: 2946.04 ms [2022-03-20 13:54:45 main:574] : INFO : Epoch 1804 | loss: 0.0311426 | val_loss: 0.0311862 | Time: 3295.03 ms [2022-03-20 13:54:48 main:574] : INFO : Epoch 1805 | loss: 0.0311408 | val_loss: 0.031192 | Time: 2787.72 ms [2022-03-20 13:54:51 main:574] : INFO : Epoch 1806 | loss: 0.0311369 | val_loss: 0.031188 | Time: 3301.31 ms [2022-03-20 13:54:54 main:574] : INFO : Epoch 1807 | loss: 0.0311382 | val_loss: 0.0311854 | Time: 3106.43 ms [2022-03-20 13:54:58 main:574] : INFO : Epoch 1808 | loss: 0.0311389 | val_loss: 0.0311931 | Time: 3671.4 ms [2022-03-20 13:55:01 main:574] : INFO : Epoch 1809 | loss: 0.0311407 | val_loss: 0.0311883 | Time: 3184.52 ms [2022-03-20 13:55:04 main:574] : INFO : Epoch 1810 | loss: 0.0311398 | val_loss: 0.0311934 | Time: 2956.05 ms [2022-03-20 13:55:07 main:574] : INFO : Epoch 1811 | loss: 0.0311407 | val_loss: 0.0311944 | Time: 3041.1 ms [2022-03-20 13:55:10 main:574] : INFO : Epoch 1812 | loss: 0.0311377 | val_loss: 0.0311948 | Time: 2910.12 ms [2022-03-20 13:55:13 main:574] : INFO : Epoch 1813 | loss: 0.0311367 | val_loss: 0.0311893 | Time: 3204.67 ms [2022-03-20 13:55:16 main:574] : INFO : Epoch 1814 | loss: 0.0311372 | val_loss: 0.0311856 | Time: 3134.41 ms [2022-03-20 13:55:20 main:574] : INFO : Epoch 1815 | loss: 0.0311386 | val_loss: 0.031187 | Time: 3143.6 ms [2022-03-20 13:55:23 main:574] : INFO : Epoch 1816 | loss: 0.0311397 | val_loss: 0.0311841 | Time: 3213.79 ms [2022-03-20 13:55:26 main:574] : INFO : Epoch 1817 | loss: 0.0311434 | val_loss: 0.0311908 | Time: 2867.36 ms [2022-03-20 13:55:29 main:574] : INFO : Epoch 1818 | loss: 0.0311427 | val_loss: 0.0311828 | Time: 3397.86 ms [2022-03-20 13:55:33 main:574] : INFO : Epoch 1819 | loss: 0.0311404 | val_loss: 0.0311877 | Time: 3623.05 ms [2022-03-20 13:55:36 main:574] : INFO : Epoch 1820 | loss: 0.0311378 | val_loss: 0.0311863 | Time: 3155.83 ms [2022-03-20 13:55:39 main:574] : INFO : Epoch 1821 | loss: 0.0311353 | val_loss: 0.0311898 | Time: 2961.15 ms [2022-03-20 13:55:42 main:574] : INFO : Epoch 1822 | loss: 0.0311363 | val_loss: 0.0311879 | Time: 3046 ms [2022-03-20 13:55:45 main:574] : INFO : Epoch 1823 | loss: 0.0311389 | val_loss: 0.03119 | Time: 2862.58 ms [2022-03-20 13:55:48 main:574] : INFO : Epoch 1824 | loss: 0.0311391 | val_loss: 0.031197 | Time: 3151.78 ms [2022-03-20 13:55:52 main:574] : INFO : Epoch 1825 | loss: 0.0311415 | val_loss: 0.031194 | Time: 3905.5 ms [2022-03-20 13:55:55 main:574] : INFO : Epoch 1826 | loss: 0.0311366 | val_loss: 0.0311856 | Time: 2993.04 ms [2022-03-20 13:55:58 main:574] : INFO : Epoch 1827 | loss: 0.031138 | val_loss: 0.0311989 | Time: 3145.25 ms [2022-03-20 13:56:01 main:574] : INFO : Epoch 1828 | loss: 0.0311438 | val_loss: 0.0311923 | Time: 3080.32 ms [2022-03-20 13:56:04 main:574] : INFO : Epoch 1829 | loss: 0.0311408 | val_loss: 0.0311928 | Time: 3029.78 ms [2022-03-20 13:56:07 main:574] : INFO : Epoch 1830 | loss: 0.0311429 | val_loss: 0.0311862 | Time: 2915.06 ms [2022-03-20 13:56:11 main:574] : INFO : Epoch 1831 | loss: 0.0311395 | val_loss: 0.031186 | Time: 3567.06 ms [2022-03-20 13:56:14 main:574] : INFO : Epoch 1832 | loss: 0.031136 | val_loss: 0.0312041 | Time: 3838.59 ms [2022-03-20 13:56:18 main:574] : INFO : Epoch 1833 | loss: 0.0311461 | val_loss: 0.0311979 | Time: 3184.38 ms [2022-03-20 13:56:21 main:574] : INFO : Epoch 1834 | loss: 0.0311385 | val_loss: 0.0311933 | Time: 2978.32 ms [2022-03-20 13:56:24 main:574] : INFO : Epoch 1835 | loss: 0.0311373 | val_loss: 0.0311841 | Time: 3300.19 ms [2022-03-20 13:56:27 main:574] : INFO : Epoch 1836 | loss: 0.0311433 | val_loss: 0.0311885 | Time: 3086.72 ms [2022-03-20 13:56:30 main:574] : INFO : Epoch 1837 | loss: 0.0311386 | val_loss: 0.0311877 | Time: 3047.38 ms [2022-03-20 13:56:33 main:574] : INFO : Epoch 1838 | loss: 0.0311382 | val_loss: 0.0311881 | Time: 3247.29 ms [2022-03-20 13:56:36 main:574] : INFO : Epoch 1839 | loss: 0.0311401 | val_loss: 0.0312005 | Time: 2956 ms [2022-03-20 13:56:39 main:574] : INFO : Epoch 1840 | loss: 0.0311437 | val_loss: 0.0311924 | Time: 3051.5 ms [2022-03-20 13:56:43 main:574] : INFO : Epoch 1841 | loss: 0.0311423 | val_loss: 0.0311909 | Time: 3363.46 ms [2022-03-20 13:56:46 main:574] : INFO : Epoch 1842 | loss: 0.0311389 | val_loss: 0.0311961 | Time: 3490.42 ms [2022-03-20 13:56:49 main:574] : INFO : Epoch 1843 | loss: 0.0311379 | val_loss: 0.0311939 | Time: 3220.19 ms [2022-03-20 13:56:52 main:574] : INFO : Epoch 1844 | loss: 0.0311377 | val_loss: 0.0311952 | Time: 2918.59 ms [2022-03-20 13:56:55 main:574] : INFO : Epoch 1845 | loss: 0.031137 | val_loss: 0.0311903 | Time: 2926.02 ms [2022-03-20 13:56:58 main:574] : INFO : Epoch 1846 | loss: 0.0311376 | val_loss: 0.0311897 | Time: 3125.96 ms [2022-03-20 13:57:01 main:574] : INFO : Epoch 1847 | loss: 0.0311345 | val_loss: 0.0311934 | Time: 3187.48 ms [2022-03-20 13:57:05 main:574] : INFO : Epoch 1848 | loss: 0.031134 | val_loss: 0.0311929 | Time: 3581.82 ms [2022-03-20 13:57:08 main:574] : INFO : Epoch 1849 | loss: 0.0311332 | val_loss: 0.0311875 | Time: 3267.76 ms [2022-03-20 13:57:11 main:574] : INFO : Epoch 1850 | loss: 0.0311321 | val_loss: 0.0311939 | Time: 3047.89 ms [2022-03-20 13:57:14 main:574] : INFO : Epoch 1851 | loss: 0.0311332 | val_loss: 0.0311967 | Time: 2933.19 ms [2022-03-20 13:57:17 main:574] : INFO : Epoch 1852 | loss: 0.0311362 | val_loss: 0.0311959 | Time: 2890.54 ms [2022-03-20 13:57:20 main:574] : INFO : Epoch 1853 | loss: 0.0311348 | val_loss: 0.0311884 | Time: 3102.63 ms [2022-03-20 13:57:24 main:574] : INFO : Epoch 1854 | loss: 0.0311336 | val_loss: 0.0311962 | Time: 3261.75 ms [2022-03-20 13:57:27 main:574] : INFO : Epoch 1855 | loss: 0.0311341 | val_loss: 0.0311931 | Time: 3348.14 ms [2022-03-20 13:57:30 main:574] : INFO : Epoch 1856 | loss: 0.0311324 | val_loss: 0.03119 | Time: 3464.72 ms [2022-03-20 13:57:33 main:574] : INFO : Epoch 1857 | loss: 0.0311311 | val_loss: 0.0311948 | Time: 3093.93 ms [2022-03-20 13:57:36 main:574] : INFO : Epoch 1858 | loss: 0.0311312 | val_loss: 0.0311979 | Time: 2920.81 ms [2022-03-20 13:57:39 main:574] : INFO : Epoch 1859 | loss: 0.0311306 | val_loss: 0.0311891 | Time: 2967.91 ms [2022-03-20 13:57:43 main:574] : INFO : Epoch 1860 | loss: 0.0311298 | val_loss: 0.031198 | Time: 3227.97 ms [2022-03-20 13:57:46 main:574] : INFO : Epoch 1861 | loss: 0.0311299 | val_loss: 0.0312036 | Time: 3088.69 ms [2022-03-20 13:57:49 main:574] : INFO : Epoch 1862 | loss: 0.0311437 | val_loss: 0.0312088 | Time: 3249.46 ms [2022-03-20 13:57:52 main:574] : INFO : Epoch 1863 | loss: 0.0311387 | val_loss: 0.0311947 | Time: 2987.59 ms [2022-03-20 13:57:55 main:574] : INFO : Epoch 1864 | loss: 0.0311344 | val_loss: 0.0311891 | Time: 3537.62 ms [2022-03-20 13:57:59 main:574] : INFO : Epoch 1865 | loss: 0.0311368 | val_loss: 0.0311991 | Time: 3358.41 ms [2022-03-20 13:58:02 main:574] : INFO : Epoch 1866 | loss: 0.0311349 | val_loss: 0.0311933 | Time: 3611.35 ms [2022-03-20 13:58:05 main:574] : INFO : Epoch 1867 | loss: 0.0311273 | val_loss: 0.0311918 | Time: 2929.99 ms [2022-03-20 13:58:08 main:574] : INFO : Epoch 1868 | loss: 0.0311337 | val_loss: 0.0311919 | Time: 2890.77 ms [2022-03-20 13:58:11 main:574] : INFO : Epoch 1869 | loss: 0.0311326 | val_loss: 0.031195 | Time: 3037.85 ms [2022-03-20 13:58:15 main:574] : INFO : Epoch 1870 | loss: 0.0311346 | val_loss: 0.0312081 | Time: 3245.87 ms [2022-03-20 13:58:18 main:574] : INFO : Epoch 1871 | loss: 0.0311321 | val_loss: 0.0311897 | Time: 3387.13 ms [2022-03-20 13:58:21 main:574] : INFO : Epoch 1872 | loss: 0.0311298 | val_loss: 0.0311995 | Time: 3291.84 ms [2022-03-20 13:58:24 main:574] : INFO : Epoch 1873 | loss: 0.0311273 | val_loss: 0.0312009 | Time: 3055.68 ms [2022-03-20 13:58:27 main:574] : INFO : Epoch 1874 | loss: 0.0311287 | val_loss: 0.0312034 | Time: 2898.97 ms [2022-03-20 13:58:30 main:574] : INFO : Epoch 1875 | loss: 0.0311323 | val_loss: 0.0311911 | Time: 3028.33 ms [2022-03-20 13:58:33 main:574] : INFO : Epoch 1876 | loss: 0.0311384 | val_loss: 0.0311914 | Time: 2805.92 ms [2022-03-20 13:58:36 main:574] : INFO : Epoch 1877 | loss: 0.0311346 | val_loss: 0.031198 | Time: 3391.04 ms [2022-03-20 13:58:40 main:574] : INFO : Epoch 1878 | loss: 0.0311337 | val_loss: 0.0312085 | Time: 3628.78 ms [2022-03-20 13:58:44 main:574] : INFO : Epoch 1879 | loss: 0.0311348 | val_loss: 0.0311972 | Time: 3800.77 ms [2022-03-20 13:58:47 main:574] : INFO : Epoch 1880 | loss: 0.031133 | val_loss: 0.0311956 | Time: 3088.61 ms [2022-03-20 13:58:51 main:574] : INFO : Epoch 1881 | loss: 0.0311391 | val_loss: 0.0311975 | Time: 3572.1 ms [2022-03-20 13:58:53 main:574] : INFO : Epoch 1882 | loss: 0.0311384 | val_loss: 0.0311878 | Time: 2939.38 ms [2022-03-20 13:58:56 main:574] : INFO : Epoch 1883 | loss: 0.0311379 | val_loss: 0.0312015 | Time: 2956.15 ms [2022-03-20 13:59:00 main:574] : INFO : Epoch 1884 | loss: 0.0311337 | val_loss: 0.0311948 | Time: 3164.84 ms [2022-03-20 13:59:02 main:574] : INFO : Epoch 1885 | loss: 0.0311295 | val_loss: 0.0311978 | Time: 2920.16 ms [2022-03-20 13:59:06 main:574] : INFO : Epoch 1886 | loss: 0.0311303 | val_loss: 0.031187 | Time: 3233.86 ms [2022-03-20 13:59:09 main:574] : INFO : Epoch 1887 | loss: 0.0311309 | val_loss: 0.0311944 | Time: 3634.95 ms [2022-03-20 13:59:13 main:574] : INFO : Epoch 1888 | loss: 0.0311321 | val_loss: 0.0312022 | Time: 3923.6 ms [2022-03-20 13:59:16 main:574] : INFO : Epoch 1889 | loss: 0.0311329 | val_loss: 0.0311932 | Time: 3038.81 ms [2022-03-20 13:59:19 main:574] : INFO : Epoch 1890 | loss: 0.0311339 | val_loss: 0.0311996 | Time: 3064.54 ms [2022-03-20 13:59:22 main:574] : INFO : Epoch 1891 | loss: 0.0311291 | val_loss: 0.031194 | Time: 2947.16 ms [2022-03-20 13:59:25 main:574] : INFO : Epoch 1892 | loss: 0.0311277 | val_loss: 0.0312014 | Time: 2857.04 ms [2022-03-20 13:59:28 main:574] : INFO : Epoch 1893 | loss: 0.031127 | val_loss: 0.0311942 | Time: 3123.99 ms [2022-03-20 13:59:32 main:574] : INFO : Epoch 1894 | loss: 0.031128 | val_loss: 0.031198 | Time: 3928.34 ms [2022-03-20 13:59:35 main:574] : INFO : Epoch 1895 | loss: 0.0311245 | val_loss: 0.0311925 | Time: 2816.87 ms [2022-03-20 13:59:38 main:574] : INFO : Epoch 1896 | loss: 0.031126 | val_loss: 0.0312115 | Time: 3239 ms [2022-03-20 13:59:41 main:574] : INFO : Epoch 1897 | loss: 0.0311282 | val_loss: 0.0311969 | Time: 3041.36 ms [2022-03-20 13:59:44 main:574] : INFO : Epoch 1898 | loss: 0.0311295 | val_loss: 0.0312058 | Time: 3044.52 ms [2022-03-20 13:59:47 main:574] : INFO : Epoch 1899 | loss: 0.0311321 | val_loss: 0.0312081 | Time: 3080.27 ms [2022-03-20 13:59:51 main:574] : INFO : Epoch 1900 | loss: 0.0311389 | val_loss: 0.0311914 | Time: 3413.51 ms [2022-03-20 13:59:54 main:574] : INFO : Epoch 1901 | loss: 0.0311381 | val_loss: 0.0311953 | Time: 3337.93 ms [2022-03-20 13:59:58 main:574] : INFO : Epoch 1902 | loss: 0.0311578 | val_loss: 0.0311789 | Time: 3981.45 ms [2022-03-20 14:00:02 main:574] : INFO : Epoch 1903 | loss: 0.0311542 | val_loss: 0.0311854 | Time: 3341.55 ms [2022-03-20 14:00:05 main:574] : INFO : Epoch 1904 | loss: 0.0311424 | val_loss: 0.0311914 | Time: 3060.87 ms [2022-03-20 14:00:08 main:574] : INFO : Epoch 1905 | loss: 0.0311351 | val_loss: 0.0312005 | Time: 2991.91 ms [2022-03-20 14:00:11 main:574] : INFO : Epoch 1906 | loss: 0.0311347 | val_loss: 0.0312016 | Time: 2973.3 ms [2022-03-20 14:00:13 main:574] : INFO : Epoch 1907 | loss: 0.0311357 | val_loss: 0.0311972 | Time: 2859.65 ms [2022-03-20 14:00:16 main:574] : INFO : Epoch 1908 | loss: 0.0311276 | val_loss: 0.0311942 | Time: 3037.88 ms [2022-03-20 14:00:20 main:574] : INFO : Epoch 1909 | loss: 0.0311245 | val_loss: 0.031198 | Time: 3020.61 ms [2022-03-20 14:00:23 main:574] : INFO : Epoch 1910 | loss: 0.0311302 | val_loss: 0.0312075 | Time: 3287.69 ms [2022-03-20 14:00:26 main:574] : INFO : Epoch 1911 | loss: 0.0311296 | val_loss: 0.0311964 | Time: 3480.09 ms [2022-03-20 14:00:29 main:574] : INFO : Epoch 1912 | loss: 0.0311281 | val_loss: 0.0312056 | Time: 3035.94 ms [2022-03-20 14:00:32 main:574] : INFO : Epoch 1913 | loss: 0.0311265 | val_loss: 0.0312015 | Time: 2917.9 ms [2022-03-20 14:00:35 main:574] : INFO : Epoch 1914 | loss: 0.0311243 | val_loss: 0.0311936 | Time: 2820.47 ms [2022-03-20 14:00:38 main:574] : INFO : Epoch 1915 | loss: 0.031127 | val_loss: 0.0311954 | Time: 2960.76 ms [2022-03-20 14:00:42 main:574] : INFO : Epoch 1916 | loss: 0.0311312 | val_loss: 0.0312053 | Time: 3585.96 ms [2022-03-20 14:00:45 main:574] : INFO : Epoch 1917 | loss: 0.0311258 | val_loss: 0.0311942 | Time: 3320.06 ms [2022-03-20 14:00:48 main:574] : INFO : Epoch 1918 | loss: 0.0311274 | val_loss: 0.0311926 | Time: 3150.02 ms [2022-03-20 14:00:51 main:574] : INFO : Epoch 1919 | loss: 0.0311243 | val_loss: 0.0312099 | Time: 3190.31 ms [2022-03-20 14:00:54 main:574] : INFO : Epoch 1920 | loss: 0.0311266 | val_loss: 0.0311911 | Time: 3207.52 ms [2022-03-20 14:00:57 main:574] : INFO : Epoch 1921 | loss: 0.0311291 | val_loss: 0.0312074 | Time: 3003.45 ms [2022-03-20 14:01:01 main:574] : INFO : Epoch 1922 | loss: 0.0311328 | val_loss: 0.0311944 | Time: 3357.72 ms [2022-03-20 14:01:04 main:574] : INFO : Epoch 1923 | loss: 0.0311257 | val_loss: 0.0312063 | Time: 3294.71 ms [2022-03-20 14:01:07 main:574] : INFO : Epoch 1924 | loss: 0.0311294 | val_loss: 0.0311992 | Time: 3119.15 ms [2022-03-20 14:01:10 main:574] : INFO : Epoch 1925 | loss: 0.0311252 | val_loss: 0.0311946 | Time: 2822.8 ms [2022-03-20 14:01:13 main:574] : INFO : Epoch 1926 | loss: 0.0311223 | val_loss: 0.0312051 | Time: 3397.55 ms [2022-03-20 14:01:17 main:574] : INFO : Epoch 1927 | loss: 0.0311312 | val_loss: 0.0311942 | Time: 3253.34 ms [2022-03-20 14:01:20 main:574] : INFO : Epoch 1928 | loss: 0.0311308 | val_loss: 0.0312012 | Time: 3673.37 ms [2022-03-20 14:01:24 main:574] : INFO : Epoch 1929 | loss: 0.0311244 | val_loss: 0.0312049 | Time: 3818.69 ms [2022-03-20 14:01:27 main:574] : INFO : Epoch 1930 | loss: 0.0311211 | val_loss: 0.0312044 | Time: 3120.38 ms [2022-03-20 14:01:30 main:574] : INFO : Epoch 1931 | loss: 0.0311267 | val_loss: 0.0311964 | Time: 3112.65 ms [2022-03-20 14:01:34 main:574] : INFO : Epoch 1932 | loss: 0.0311266 | val_loss: 0.0311986 | Time: 3202.61 ms [2022-03-20 14:01:37 main:574] : INFO : Epoch 1933 | loss: 0.0311284 | val_loss: 0.0312026 | Time: 3543.47 ms [2022-03-20 14:01:41 main:574] : INFO : Epoch 1934 | loss: 0.0311228 | val_loss: 0.031206 | Time: 3473.17 ms [2022-03-20 14:01:44 main:574] : INFO : Epoch 1935 | loss: 0.0311266 | val_loss: 0.0311975 | Time: 3228.17 ms [2022-03-20 14:01:47 main:574] : INFO : Epoch 1936 | loss: 0.0311264 | val_loss: 0.031208 | Time: 3238.61 ms [2022-03-20 14:01:50 main:574] : INFO : Epoch 1937 | loss: 0.0311287 | val_loss: 0.0311975 | Time: 3131.66 ms [2022-03-20 14:01:54 main:574] : INFO : Epoch 1938 | loss: 0.0311311 | val_loss: 0.0312028 | Time: 3371.52 ms [2022-03-20 14:01:57 main:574] : INFO : Epoch 1939 | loss: 0.0311302 | val_loss: 0.0312003 | Time: 3491.59 ms [2022-03-20 14:02:01 main:574] : INFO : Epoch 1940 | loss: 0.031125 | val_loss: 0.0311999 | Time: 3574.38 ms [2022-03-20 14:02:04 main:574] : INFO : Epoch 1941 | loss: 0.0311255 | val_loss: 0.0311987 | Time: 3574.77 ms [2022-03-20 14:02:08 main:574] : INFO : Epoch 1942 | loss: 0.0311242 | val_loss: 0.0312104 | Time: 3194.68 ms [2022-03-20 14:02:11 main:574] : INFO : Epoch 1943 | loss: 0.0311251 | val_loss: 0.0311995 | Time: 3324.82 ms [2022-03-20 14:02:15 main:574] : INFO : Epoch 1944 | loss: 0.031122 | val_loss: 0.0312007 | Time: 3702.66 ms [2022-03-20 14:02:18 main:574] : INFO : Epoch 1945 | loss: 0.0311212 | val_loss: 0.0312043 | Time: 3488.99 ms [2022-03-20 14:02:21 main:574] : INFO : Epoch 1946 | loss: 0.0311209 | val_loss: 0.0312099 | Time: 3177.53 ms [2022-03-20 14:02:25 main:574] : INFO : Epoch 1947 | loss: 0.0311202 | val_loss: 0.031203 | Time: 3435.95 ms [2022-03-20 14:02:28 main:574] : INFO : Epoch 1948 | loss: 0.0311199 | val_loss: 0.0312021 | Time: 3393.26 ms [2022-03-20 14:02:32 main:574] : INFO : Epoch 1949 | loss: 0.0311216 | val_loss: 0.0312084 | Time: 3487.46 ms [2022-03-20 14:02:35 main:574] : INFO : Epoch 1950 | loss: 0.031123 | val_loss: 0.031214 | Time: 3474.5 ms [2022-03-20 14:02:38 main:574] : INFO : Epoch 1951 | loss: 0.0311279 | val_loss: 0.0312011 | Time: 3378.06 ms [2022-03-20 14:02:42 main:574] : INFO : Epoch 1952 | loss: 0.0311242 | val_loss: 0.0311977 | Time: 3425.63 ms [2022-03-20 14:02:45 main:574] : INFO : Epoch 1953 | loss: 0.0311211 | val_loss: 0.0312125 | Time: 3398.99 ms [2022-03-20 14:02:48 main:574] : INFO : Epoch 1954 | loss: 0.0311252 | val_loss: 0.0311988 | Time: 3182.67 ms [2022-03-20 14:02:52 main:574] : INFO : Epoch 1955 | loss: 0.0311237 | val_loss: 0.0311936 | Time: 3615.14 ms [2022-03-20 14:03:06 main:574] : INFO : Epoch 1956 | loss: 0.031129 | val_loss: 0.0312153 | Time: 13694.2 ms [2022-03-20 14:03:09 main:574] : INFO : Epoch 1957 | loss: 0.0311222 | val_loss: 0.0312002 | Time: 3254.48 ms [2022-03-20 14:03:12 main:574] : INFO : Epoch 1958 | loss: 0.0311215 | val_loss: 0.0311965 | Time: 3240.89 ms [2022-03-20 14:03:16 main:574] : INFO : Epoch 1959 | loss: 0.0311276 | val_loss: 0.0312023 | Time: 3647.79 ms [2022-03-20 14:03:19 main:574] : INFO : Epoch 1960 | loss: 0.0311266 | val_loss: 0.0312076 | Time: 3452.24 ms [2022-03-20 14:03:23 main:574] : INFO : Epoch 1961 | loss: 0.0311213 | val_loss: 0.0312021 | Time: 3593.46 ms [2022-03-20 14:03:26 main:574] : INFO : Epoch 1962 | loss: 0.0311203 | val_loss: 0.0311985 | Time: 3345.1 ms [2022-03-20 14:03:30 main:574] : INFO : Epoch 1963 | loss: 0.0311209 | val_loss: 0.0312023 | Time: 3399.9 ms [2022-03-20 14:03:33 main:574] : INFO : Epoch 1964 | loss: 0.0311292 | val_loss: 0.0312012 | Time: 3626.57 ms [2022-03-20 14:03:37 main:574] : INFO : Epoch 1965 | loss: 0.0311259 | val_loss: 0.0312063 | Time: 3452.61 ms [2022-03-20 14:03:40 main:574] : INFO : Epoch 1966 | loss: 0.0311353 | val_loss: 0.0311936 | Time: 3655.94 ms [2022-03-20 14:03:44 main:574] : INFO : Epoch 1967 | loss: 0.0311319 | val_loss: 0.0312035 | Time: 3304.61 ms [2022-03-20 14:03:47 main:574] : INFO : Epoch 1968 | loss: 0.0311295 | val_loss: 0.031199 | Time: 3469.6 ms [2022-03-20 14:03:51 main:574] : INFO : Epoch 1969 | loss: 0.0311268 | val_loss: 0.0312023 | Time: 3403.52 ms [2022-03-20 14:03:54 main:574] : INFO : Epoch 1970 | loss: 0.03112 | val_loss: 0.0312033 | Time: 3476.1 ms [2022-03-20 14:03:57 main:574] : INFO : Epoch 1971 | loss: 0.03112 | val_loss: 0.0312074 | Time: 3199.28 ms [2022-03-20 14:04:01 main:574] : INFO : Epoch 1972 | loss: 0.0311192 | val_loss: 0.0312059 | Time: 3228.6 ms [2022-03-20 14:04:04 main:574] : INFO : Epoch 1973 | loss: 0.03112 | val_loss: 0.0312063 | Time: 3493 ms [2022-03-20 14:04:08 main:574] : INFO : Epoch 1974 | loss: 0.0311212 | val_loss: 0.0312044 | Time: 3605.09 ms [2022-03-20 14:04:11 main:574] : INFO : Epoch 1975 | loss: 0.031124 | val_loss: 0.0312005 | Time: 3485.48 ms [2022-03-20 14:04:15 main:574] : INFO : Epoch 1976 | loss: 0.0311238 | val_loss: 0.0311896 | Time: 3774.51 ms [2022-03-20 14:04:18 main:574] : INFO : Epoch 1977 | loss: 0.0311242 | val_loss: 0.0312121 | Time: 3382.52 ms [2022-03-20 14:04:22 main:574] : INFO : Epoch 1978 | loss: 0.0311212 | val_loss: 0.0312023 | Time: 3305.02 ms [2022-03-20 14:04:25 main:574] : INFO : Epoch 1979 | loss: 0.0311175 | val_loss: 0.0312056 | Time: 3183.49 ms [2022-03-20 14:04:28 main:574] : INFO : Epoch 1980 | loss: 0.0311191 | val_loss: 0.0312047 | Time: 3720.35 ms [2022-03-20 14:04:32 main:574] : INFO : Epoch 1981 | loss: 0.03112 | val_loss: 0.0312015 | Time: 3440.28 ms [2022-03-20 14:04:35 main:574] : INFO : Epoch 1982 | loss: 0.0311215 | val_loss: 0.0311965 | Time: 3174.33 ms [2022-03-20 14:04:38 main:574] : INFO : Epoch 1983 | loss: 0.0311176 | val_loss: 0.0312045 | Time: 3379.47 ms [2022-03-20 14:04:42 main:574] : INFO : Epoch 1984 | loss: 0.0311184 | val_loss: 0.0312057 | Time: 3268.99 ms [2022-03-20 14:04:45 main:574] : INFO : Epoch 1985 | loss: 0.0311175 | val_loss: 0.0312081 | Time: 3421.2 ms [2022-03-20 14:04:49 main:574] : INFO : Epoch 1986 | loss: 0.0311153 | val_loss: 0.0312101 | Time: 3369.44 ms [2022-03-20 14:04:52 main:574] : INFO : Epoch 1987 | loss: 0.031113 | val_loss: 0.0312033 | Time: 3202.38 ms [2022-03-20 14:04:55 main:574] : INFO : Epoch 1988 | loss: 0.0311227 | val_loss: 0.0312038 | Time: 3342.77 ms [2022-03-20 14:04:58 main:574] : INFO : Epoch 1989 | loss: 0.0311263 | val_loss: 0.0311978 | Time: 3317.94 ms [2022-03-20 14:05:02 main:574] : INFO : Epoch 1990 | loss: 0.0311231 | val_loss: 0.0312 | Time: 3806.59 ms [2022-03-20 14:05:06 main:574] : INFO : Epoch 1991 | loss: 0.0311188 | val_loss: 0.031195 | Time: 3527.26 ms [2022-03-20 14:05:09 main:574] : INFO : Epoch 1992 | loss: 0.0311225 | val_loss: 0.0312002 | Time: 3286.21 ms [2022-03-20 14:05:12 main:574] : INFO : Epoch 1993 | loss: 0.0311201 | val_loss: 0.0312064 | Time: 3311.9 ms [2022-03-20 14:05:16 main:574] : INFO : Epoch 1994 | loss: 0.0311182 | val_loss: 0.0312021 | Time: 3403.65 ms [2022-03-20 14:05:19 main:574] : INFO : Epoch 1995 | loss: 0.031117 | val_loss: 0.0312149 | Time: 3401.77 ms [2022-03-20 14:05:23 main:574] : INFO : Epoch 1996 | loss: 0.0311194 | val_loss: 0.0312062 | Time: 3749.71 ms [2022-03-20 14:05:27 main:574] : INFO : Epoch 1997 | loss: 0.0311174 | val_loss: 0.0311978 | Time: 3684.56 ms [2022-03-20 14:05:30 main:574] : INFO : Epoch 1998 | loss: 0.0311211 | val_loss: 0.0312095 | Time: 3355.22 ms [2022-03-20 14:05:33 main:574] : INFO : Epoch 1999 | loss: 0.0311199 | val_loss: 0.0312148 | Time: 3478.2 ms [2022-03-20 14:05:37 main:574] : INFO : Epoch 2000 | loss: 0.0311182 | val_loss: 0.03121 | Time: 3427.03 ms [2022-03-20 14:05:40 main:574] : INFO : Epoch 2001 | loss: 0.0311185 | val_loss: 0.0312033 | Time: 3579.53 ms [2022-03-20 14:05:44 main:574] : INFO : Epoch 2002 | loss: 0.0311165 | val_loss: 0.0312047 | Time: 3922.35 ms [2022-03-20 14:05:48 main:574] : INFO : Epoch 2003 | loss: 0.0311194 | val_loss: 0.0312071 | Time: 3379.32 ms [2022-03-20 14:05:51 main:574] : INFO : Epoch 2004 | loss: 0.0311188 | val_loss: 0.0312032 | Time: 3160.64 ms [2022-03-20 14:05:54 main:574] : INFO : Epoch 2005 | loss: 0.0311212 | val_loss: 0.0311977 | Time: 3483.54 ms [2022-03-20 14:05:58 main:574] : INFO : Epoch 2006 | loss: 0.0311223 | val_loss: 0.0312013 | Time: 3490.23 ms [2022-03-20 14:06:01 main:574] : INFO : Epoch 2007 | loss: 0.0311203 | val_loss: 0.0311972 | Time: 3537.79 ms [2022-03-20 14:06:05 main:574] : INFO : Epoch 2008 | loss: 0.0311262 | val_loss: 0.0311895 | Time: 3559.96 ms [2022-03-20 14:06:09 main:574] : INFO : Epoch 2009 | loss: 0.031146 | val_loss: 0.0311896 | Time: 3741.63 ms [2022-03-20 14:06:12 main:574] : INFO : Epoch 2010 | loss: 0.0311462 | val_loss: 0.0311757 | Time: 3700.21 ms [2022-03-20 14:06:16 main:574] : INFO : Epoch 2011 | loss: 0.0311446 | val_loss: 0.0311859 | Time: 3591.59 ms [2022-03-20 14:06:20 main:574] : INFO : Epoch 2012 | loss: 0.0311353 | val_loss: 0.0311879 | Time: 3613.72 ms [2022-03-20 14:06:23 main:574] : INFO : Epoch 2013 | loss: 0.0311343 | val_loss: 0.0311922 | Time: 3518.72 ms [2022-03-20 14:06:27 main:574] : INFO : Epoch 2014 | loss: 0.0311347 | val_loss: 0.031189 | Time: 3610.05 ms [2022-03-20 14:06:30 main:574] : INFO : Epoch 2015 | loss: 0.0311293 | val_loss: 0.0311945 | Time: 3722.72 ms [2022-03-20 14:06:34 main:574] : INFO : Epoch 2016 | loss: 0.0311253 | val_loss: 0.0312007 | Time: 3712.13 ms [2022-03-20 14:06:38 main:574] : INFO : Epoch 2017 | loss: 0.0311212 | val_loss: 0.0311991 | Time: 3651.49 ms [2022-03-20 14:06:41 main:574] : INFO : Epoch 2018 | loss: 0.031121 | val_loss: 0.0311977 | Time: 3594.36 ms [2022-03-20 14:06:45 main:574] : INFO : Epoch 2019 | loss: 0.0311206 | val_loss: 0.0311929 | Time: 3225.84 ms [2022-03-20 14:06:48 main:574] : INFO : Epoch 2020 | loss: 0.0311183 | val_loss: 0.0311974 | Time: 3432.88 ms [2022-03-20 14:06:52 main:574] : INFO : Epoch 2021 | loss: 0.03112 | val_loss: 0.0312022 | Time: 3571.84 ms [2022-03-20 14:06:55 main:574] : INFO : Epoch 2022 | loss: 0.0311206 | val_loss: 0.0312028 | Time: 3441.63 ms [2022-03-20 14:06:59 main:574] : INFO : Epoch 2023 | loss: 0.0311184 | val_loss: 0.0311946 | Time: 3367.53 ms [2022-03-20 14:07:02 main:574] : INFO : Epoch 2024 | loss: 0.031119 | val_loss: 0.0311979 | Time: 3485.65 ms [2022-03-20 14:07:06 main:574] : INFO : Epoch 2025 | loss: 0.0311256 | val_loss: 0.0312002 | Time: 3620.88 ms [2022-03-20 14:07:09 main:574] : INFO : Epoch 2026 | loss: 0.0311174 | val_loss: 0.0311992 | Time: 3394.48 ms [2022-03-20 14:07:12 main:574] : INFO : Epoch 2027 | loss: 0.0311176 | val_loss: 0.0312089 | Time: 3193.46 ms [2022-03-20 14:07:15 main:574] : INFO : Epoch 2028 | loss: 0.0311167 | val_loss: 0.0312074 | Time: 3163.63 ms [2022-03-20 14:07:19 main:574] : INFO : Epoch 2029 | loss: 0.0311157 | val_loss: 0.0312033 | Time: 3243.88 ms [2022-03-20 14:07:22 main:574] : INFO : Epoch 2030 | loss: 0.0311128 | val_loss: 0.0311938 | Time: 3627.46 ms [2022-03-20 14:07:26 main:574] : INFO : Epoch 2031 | loss: 0.0311199 | val_loss: 0.0312037 | Time: 3425.46 ms [2022-03-20 14:07:29 main:574] : INFO : Epoch 2032 | loss: 0.03112 | val_loss: 0.0312072 | Time: 3531.72 ms [2022-03-20 14:07:33 main:574] : INFO : Epoch 2033 | loss: 0.0311265 | val_loss: 0.0311876 | Time: 3463.47 ms [2022-03-20 14:07:36 main:574] : INFO : Epoch 2034 | loss: 0.0311309 | val_loss: 0.0312005 | Time: 3097.99 ms [2022-03-20 14:07:39 main:574] : INFO : Epoch 2035 | loss: 0.0311215 | val_loss: 0.0311977 | Time: 3652.04 ms [2022-03-20 14:07:42 main:574] : INFO : Epoch 2036 | loss: 0.0311194 | val_loss: 0.0311923 | Time: 3012.62 ms [2022-03-20 14:07:46 main:574] : INFO : Epoch 2037 | loss: 0.0311248 | val_loss: 0.0312053 | Time: 3236.86 ms [2022-03-20 14:07:49 main:574] : INFO : Epoch 2038 | loss: 0.0311221 | val_loss: 0.0311978 | Time: 3290.2 ms [2022-03-20 14:07:52 main:574] : INFO : Epoch 2039 | loss: 0.0311219 | val_loss: 0.0311971 | Time: 3343.48 ms [2022-03-20 14:08:06 main:574] : INFO : Epoch 2040 | loss: 0.0311195 | val_loss: 0.0312214 | Time: 13565 ms [2022-03-20 14:08:09 main:574] : INFO : Epoch 2041 | loss: 0.0311971 | val_loss: 0.0312033 | Time: 3589.63 ms [2022-03-20 14:08:13 main:574] : INFO : Epoch 2042 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 3464.18 ms [2022-03-20 14:08:16 main:574] : INFO : Epoch 2043 | loss: 0.031165 | val_loss: 0.0311741 | Time: 3367.04 ms [2022-03-20 14:08:20 main:574] : INFO : Epoch 2044 | loss: 0.0311552 | val_loss: 0.0311784 | Time: 3398.02 ms [2022-03-20 14:08:23 main:574] : INFO : Epoch 2045 | loss: 0.0311483 | val_loss: 0.0311813 | Time: 3333.11 ms [2022-03-20 14:08:27 main:574] : INFO : Epoch 2046 | loss: 0.0311483 | val_loss: 0.0311802 | Time: 3544.85 ms [2022-03-20 14:08:30 main:574] : INFO : Epoch 2047 | loss: 0.0311419 | val_loss: 0.0311848 | Time: 3344.15 ms [2022-03-20 14:08:33 main:574] : INFO : Epoch 2048 | loss: 0.0311389 | val_loss: 0.0311862 | Time: 3543.57 ms [2022-03-20 14:08:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311862 [2022-03-20 14:08:33 main:603] : INFO : Saving end state to config to file [2022-03-20 14:08:33 main:608] : INFO : Success, exiting.. 14:08:33 (4348): 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)