Task 7697238
| Name | ParityModified-1630360309-31619-2_0 |
| Workunit | 5344923 |
| Created | 29 Sep 2021, 14:13:47 UTC |
| Sent | 7 Oct 2021, 19:05:22 UTC |
| Report deadline | 14 Oct 2021, 19:05:22 UTC |
| Received | 14 Oct 2021, 0:01:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 43 min 54 sec |
| CPU time | 1 hours 37 min 54 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 3149.7 ms
[2021-10-14 00:35:47 main:574] : INFO : Epoch 1543 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 3079.91 ms
[2021-10-14 00:35:50 main:574] : INFO : Epoch 1544 | loss: 0.0311788 | val_loss: 0.0311834 | Time: 2949.72 ms
[2021-10-14 00:35:53 main:574] : INFO : Epoch 1545 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 2957.72 ms
[2021-10-14 00:35:56 main:574] : INFO : Epoch 1546 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 3103.38 ms
[2021-10-14 00:35:59 main:574] : INFO : Epoch 1547 | loss: 0.0311777 | val_loss: 0.0311789 | Time: 3125.37 ms
[2021-10-14 00:36:02 main:574] : INFO : Epoch 1548 | loss: 0.031177 | val_loss: 0.0311808 | Time: 3102.25 ms
[2021-10-14 00:36:05 main:574] : INFO : Epoch 1549 | loss: 0.0311809 | val_loss: 0.031187 | Time: 2931.85 ms
[2021-10-14 00:36:08 main:574] : INFO : Epoch 1550 | loss: 0.031177 | val_loss: 0.0311794 | Time: 3277.33 ms
[2021-10-14 00:36:12 main:574] : INFO : Epoch 1551 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 3383.86 ms
[2021-10-14 00:36:15 main:574] : INFO : Epoch 1552 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 3152.71 ms
[2021-10-14 00:36:18 main:574] : INFO : Epoch 1553 | loss: 0.0311751 | val_loss: 0.031178 | Time: 3095.18 ms
[2021-10-14 00:36:21 main:574] : INFO : Epoch 1554 | loss: 0.0311736 | val_loss: 0.0311781 | Time: 3191.66 ms
[2021-10-14 00:36:24 main:574] : INFO : Epoch 1555 | loss: 0.031174 | val_loss: 0.0311787 | Time: 3069.91 ms
[2021-10-14 00:36:27 main:574] : INFO : Epoch 1556 | loss: 0.0311722 | val_loss: 0.0311851 | Time: 3029.45 ms
[2021-10-14 00:36:30 main:574] : INFO : Epoch 1557 | loss: 0.0311751 | val_loss: 0.031178 | Time: 2939.24 ms
[2021-10-14 00:36:33 main:574] : INFO : Epoch 1558 | loss: 0.031173 | val_loss: 0.0311786 | Time: 3006.9 ms
[2021-10-14 00:36:36 main:574] : INFO : Epoch 1559 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 3034.37 ms
[2021-10-14 00:36:39 main:574] : INFO : Epoch 1560 | loss: 0.031174 | val_loss: 0.0311778 | Time: 3121.7 ms
[2021-10-14 00:36:42 main:574] : INFO : Epoch 1561 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 3031.06 ms
[2021-10-14 00:36:45 main:574] : INFO : Epoch 1562 | loss: 0.0311768 | val_loss: 0.0311851 | Time: 2979.15 ms
[2021-10-14 00:36:49 main:574] : INFO : Epoch 1563 | loss: 0.0311785 | val_loss: 0.0311815 | Time: 3078.51 ms
[2021-10-14 00:36:52 main:574] : INFO : Epoch 1564 | loss: 0.0311744 | val_loss: 0.031178 | Time: 3154.25 ms
[2021-10-14 00:36:55 main:574] : INFO : Epoch 1565 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 3049.24 ms
[2021-10-14 00:36:58 main:574] : INFO : Epoch 1566 | loss: 0.0311715 | val_loss: 0.031178 | Time: 2970.55 ms
[2021-10-14 00:37:01 main:574] : INFO : Epoch 1567 | loss: 0.031173 | val_loss: 0.0311779 | Time: 3064.04 ms
[2021-10-14 00:37:04 main:574] : INFO : Epoch 1568 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 3067.65 ms
[2021-10-14 00:37:07 main:574] : INFO : Epoch 1569 | loss: 0.0311766 | val_loss: 0.0311928 | Time: 3112.99 ms
[2021-10-14 00:37:10 main:574] : INFO : Epoch 1570 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 2997.64 ms
[2021-10-14 00:37:13 main:574] : INFO : Epoch 1571 | loss: 0.0311722 | val_loss: 0.031181 | Time: 3034.37 ms
[2021-10-14 00:37:16 main:574] : INFO : Epoch 1572 | loss: 0.0311706 | val_loss: 0.0311765 | Time: 3094.45 ms
[2021-10-14 00:37:20 main:574] : INFO : Epoch 1573 | loss: 0.03117 | val_loss: 0.0311775 | Time: 3380.96 ms
[2021-10-14 00:37:23 main:574] : INFO : Epoch 1574 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 2979.41 ms
[2021-10-14 00:37:25 main:574] : INFO : Epoch 1575 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 2935.09 ms
[2021-10-14 00:37:29 main:574] : INFO : Epoch 1576 | loss: 0.0311771 | val_loss: 0.0311883 | Time: 3067.8 ms
[2021-10-14 00:37:32 main:574] : INFO : Epoch 1577 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 3177.48 ms
[2021-10-14 00:37:35 main:574] : INFO : Epoch 1578 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 3108.85 ms
[2021-10-14 00:37:38 main:574] : INFO : Epoch 1579 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 2922.86 ms
[2021-10-14 00:37:41 main:574] : INFO : Epoch 1580 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 2981.76 ms
[2021-10-14 00:37:44 main:574] : INFO : Epoch 1581 | loss: 0.031175 | val_loss: 0.0311782 | Time: 3138.67 ms
[2021-10-14 00:37:47 main:574] : INFO : Epoch 1582 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 3014.2 ms
[2021-10-14 00:37:50 main:574] : INFO : Epoch 1583 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 3058.1 ms
[2021-10-14 00:37:53 main:574] : INFO : Epoch 1584 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 2925.98 ms
[2021-10-14 00:37:56 main:574] : INFO : Epoch 1585 | loss: 0.0311775 | val_loss: 0.0311872 | Time: 2962.02 ms
[2021-10-14 00:37:59 main:574] : INFO : Epoch 1586 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 3145.96 ms
[2021-10-14 00:38:02 main:574] : INFO : Epoch 1587 | loss: 0.0311752 | val_loss: 0.03118 | Time: 3091.67 ms
[2021-10-14 00:38:05 main:574] : INFO : Epoch 1588 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 3041.14 ms
[2021-10-14 00:38:08 main:574] : INFO : Epoch 1589 | loss: 0.031173 | val_loss: 0.0311804 | Time: 2935.9 ms
[2021-10-14 00:38:11 main:574] : INFO : Epoch 1590 | loss: 0.0311723 | val_loss: 0.0311832 | Time: 3054.16 ms
[2021-10-14 00:38:14 main:574] : INFO : Epoch 1591 | loss: 0.031172 | val_loss: 0.0311806 | Time: 3098.6 ms
[2021-10-14 00:38:18 main:574] : INFO : Epoch 1592 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 3146.79 ms
[2021-10-14 00:38:21 main:574] : INFO : Epoch 1593 | loss: 0.0311722 | val_loss: 0.0311799 | Time: 2962.67 ms
[2021-10-14 00:38:23 main:574] : INFO : Epoch 1594 | loss: 0.0311713 | val_loss: 0.0311828 | Time: 2972.36 ms
[2021-10-14 00:38:27 main:574] : INFO : Epoch 1595 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 3008.12 ms
[2021-10-14 00:38:30 main:574] : INFO : Epoch 1596 | loss: 0.0311759 | val_loss: 0.0311835 | Time: 3073.94 ms
[2021-10-14 00:38:33 main:574] : INFO : Epoch 1597 | loss: 0.0311784 | val_loss: 0.0311836 | Time: 3175.71 ms
[2021-10-14 00:38:36 main:574] : INFO : Epoch 1598 | loss: 0.0311789 | val_loss: 0.031188 | Time: 2937.86 ms
[2021-10-14 00:38:39 main:574] : INFO : Epoch 1599 | loss: 0.0311887 | val_loss: 0.0311896 | Time: 3051.72 ms
[2021-10-14 00:38:42 main:574] : INFO : Epoch 1600 | loss: 0.031185 | val_loss: 0.031193 | Time: 3105.86 ms
[2021-10-14 00:38:45 main:574] : INFO : Epoch 1601 | loss: 0.0311843 | val_loss: 0.0311857 | Time: 3093.17 ms
[2021-10-14 00:38:48 main:574] : INFO : Epoch 1602 | loss: 0.03119 | val_loss: 0.0311918 | Time: 3000.81 ms
[2021-10-14 00:38:51 main:574] : INFO : Epoch 1603 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 2971.01 ms
[2021-10-14 00:38:54 main:574] : INFO : Epoch 1604 | loss: 0.0311895 | val_loss: 0.0311913 | Time: 3071.62 ms
[2021-10-14 00:38:57 main:574] : INFO : Epoch 1605 | loss: 0.0311971 | val_loss: 0.0311962 | Time: 3113.4 ms
[2021-10-14 00:39:00 main:574] : INFO : Epoch 1606 | loss: 0.031197 | val_loss: 0.0311914 | Time: 3079.79 ms
[2021-10-14 00:39:03 main:574] : INFO : Epoch 1607 | loss: 0.0311907 | val_loss: 0.0311878 | Time: 2958.55 ms
[2021-10-14 00:39:06 main:574] : INFO : Epoch 1608 | loss: 0.0311871 | val_loss: 0.0311919 | Time: 2926.94 ms
[2021-10-14 00:39:09 main:574] : INFO : Epoch 1609 | loss: 0.0311872 | val_loss: 0.0311853 | Time: 3082.35 ms
[2021-10-14 00:39:12 main:574] : INFO : Epoch 1610 | loss: 0.0311884 | val_loss: 0.0311902 | Time: 3060.88 ms
[2021-10-14 00:39:15 main:574] : INFO : Epoch 1611 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 3058.38 ms
[2021-10-14 00:39:18 main:574] : INFO : Epoch 1612 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 2952.17 ms
[2021-10-14 00:39:21 main:574] : INFO : Epoch 1613 | loss: 0.0311803 | val_loss: 0.0311836 | Time: 2990.46 ms
[2021-10-14 00:39:25 main:574] : INFO : Epoch 1614 | loss: 0.031179 | val_loss: 0.0311828 | Time: 3052.19 ms
[2021-10-14 00:39:28 main:574] : INFO : Epoch 1615 | loss: 0.0311795 | val_loss: 0.0311818 | Time: 3128.43 ms
[2021-10-14 00:39:31 main:574] : INFO : Epoch 1616 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 3020.87 ms
[2021-10-14 00:39:34 main:574] : INFO : Epoch 1617 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 2983.59 ms
[2021-10-14 00:39:37 main:574] : INFO : Epoch 1618 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 3018.49 ms
[2021-10-14 00:39:40 main:574] : INFO : Epoch 1619 | loss: 0.0311777 | val_loss: 0.0311847 | Time: 3199.65 ms
[2021-10-14 00:39:43 main:574] : INFO : Epoch 1620 | loss: 0.0311793 | val_loss: 0.0311938 | Time: 3132.52 ms
[2021-10-14 00:39:46 main:574] : INFO : Epoch 1621 | loss: 0.0311987 | val_loss: 0.0311994 | Time: 2968.79 ms
[2021-10-14 00:39:49 main:574] : INFO : Epoch 1622 | loss: 0.0312077 | val_loss: 0.0312086 | Time: 2962.96 ms
[2021-10-14 00:39:52 main:574] : INFO : Epoch 1623 | loss: 0.0312115 | val_loss: 0.0312067 | Time: 3222.13 ms
[2021-10-14 00:39:55 main:574] : INFO : Epoch 1624 | loss: 0.0312058 | val_loss: 0.0312005 | Time: 3029.51 ms
[2021-10-14 00:39:58 main:574] : INFO : Epoch 1625 | loss: 0.0312037 | val_loss: 0.031201 | Time: 3120.13 ms
[2021-10-14 00:40:01 main:574] : INFO : Epoch 1626 | loss: 0.0312043 | val_loss: 0.0312013 | Time: 2957.68 ms
[2021-10-14 00:40:05 main:574] : INFO : Epoch 1627 | loss: 0.0312033 | val_loss: 0.0312018 | Time: 3071.61 ms
[2021-10-14 00:40:08 main:574] : INFO : Epoch 1628 | loss: 0.0312023 | val_loss: 0.0311979 | Time: 3189.82 ms
[2021-10-14 00:40:11 main:574] : INFO : Epoch 1629 | loss: 0.0312027 | val_loss: 0.0312016 | Time: 3015.95 ms
[2021-10-14 00:40:14 main:574] : INFO : Epoch 1630 | loss: 0.0312027 | val_loss: 0.0312041 | Time: 2985.29 ms
[2021-10-14 00:40:17 main:574] : INFO : Epoch 1631 | loss: 0.0312018 | val_loss: 0.0312009 | Time: 2932.12 ms
[2021-10-14 00:40:20 main:574] : INFO : Epoch 1632 | loss: 0.0311998 | val_loss: 0.0311994 | Time: 3011.81 ms
[2021-10-14 00:40:23 main:574] : INFO : Epoch 1633 | loss: 0.0311983 | val_loss: 0.0312009 | Time: 3125.37 ms
[2021-10-14 00:40:26 main:574] : INFO : Epoch 1634 | loss: 0.0311961 | val_loss: 0.0312003 | Time: 3074.14 ms
[2021-10-14 00:40:29 main:574] : INFO : Epoch 1635 | loss: 0.0311954 | val_loss: 0.0311951 | Time: 3010.42 ms
[2021-10-14 00:40:32 main:574] : INFO : Epoch 1636 | loss: 0.0311931 | val_loss: 0.0311942 | Time: 3009.2 ms
[2021-10-14 00:40:35 main:574] : INFO : Epoch 1637 | loss: 0.0311917 | val_loss: 0.0311956 | Time: 3110.33 ms
[2021-10-14 00:40:38 main:574] : INFO : Epoch 1638 | loss: 0.0311925 | val_loss: 0.0311947 | Time: 3171.85 ms
[2021-10-14 00:40:41 main:574] : INFO : Epoch 1639 | loss: 0.0311922 | val_loss: 0.0311969 | Time: 3056.25 ms
[2021-10-14 00:40:44 main:574] : INFO : Epoch 1640 | loss: 0.0311925 | val_loss: 0.0311924 | Time: 2918.4 ms
[2021-10-14 00:40:47 main:574] : INFO : Epoch 1641 | loss: 0.0311898 | val_loss: 0.0312085 | Time: 3061.04 ms
[2021-10-14 00:40:50 main:574] : INFO : Epoch 1642 | loss: 0.0311903 | val_loss: 0.0311956 | Time: 3038.7 ms
[2021-10-14 00:40:54 main:574] : INFO : Epoch 1643 | loss: 0.0311881 | val_loss: 0.0311926 | Time: 3129.89 ms
[2021-10-14 00:40:56 main:574] : INFO : Epoch 1644 | loss: 0.031187 | val_loss: 0.0311953 | Time: 2946.63 ms
[2021-10-14 00:40:59 main:574] : INFO : Epoch 1645 | loss: 0.0311876 | val_loss: 0.0311934 | Time: 2934.12 ms
[2021-10-14 00:41:03 main:574] : INFO : Epoch 1646 | loss: 0.0311874 | val_loss: 0.0311962 | Time: 3213.68 ms
[2021-10-14 00:41:06 main:574] : INFO : Epoch 1647 | loss: 0.0311916 | val_loss: 0.0311914 | Time: 3114.83 ms
[2021-10-14 00:41:09 main:574] : INFO : Epoch 1648 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 3073.89 ms
[2021-10-14 00:41:12 main:574] : INFO : Epoch 1649 | loss: 0.0311861 | val_loss: 0.0311893 | Time: 2947.92 ms
[2021-10-14 00:41:15 main:574] : INFO : Epoch 1650 | loss: 0.0311875 | val_loss: 0.0311916 | Time: 3194.39 ms
[2021-10-14 00:41:18 main:574] : INFO : Epoch 1651 | loss: 0.0311858 | val_loss: 0.031188 | Time: 3051.87 ms
[2021-10-14 00:41:21 main:574] : INFO : Epoch 1652 | loss: 0.0311847 | val_loss: 0.0311883 | Time: 3046.33 ms
[2021-10-14 00:41:24 main:574] : INFO : Epoch 1653 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 2994.32 ms
[2021-10-14 00:41:27 main:574] : INFO : Epoch 1654 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 3015.34 ms
[2021-10-14 00:41:30 main:574] : INFO : Epoch 1655 | loss: 0.0311883 | val_loss: 0.0311898 | Time: 3133.42 ms
[2021-10-14 00:41:33 main:574] : INFO : Epoch 1656 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 3050 ms
[2021-10-14 00:41:36 main:574] : INFO : Epoch 1657 | loss: 0.0311886 | val_loss: 0.0311933 | Time: 3027.1 ms
[2021-10-14 00:41:39 main:574] : INFO : Epoch 1658 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 2926.17 ms
[2021-10-14 00:41:42 main:574] : INFO : Epoch 1659 | loss: 0.0311866 | val_loss: 0.0311928 | Time: 2979.34 ms
[2021-10-14 00:41:45 main:574] : INFO : Epoch 1660 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 3015.87 ms
[2021-10-14 00:41:49 main:574] : INFO : Epoch 1661 | loss: 0.0311848 | val_loss: 0.0311986 | Time: 3315.42 ms
[2021-10-14 00:41:52 main:574] : INFO : Epoch 1662 | loss: 0.0311849 | val_loss: 0.031188 | Time: 3004.03 ms
[2021-10-14 00:41:55 main:574] : INFO : Epoch 1663 | loss: 0.0311834 | val_loss: 0.0311875 | Time: 2941.38 ms
[2021-10-14 00:41:58 main:574] : INFO : Epoch 1664 | loss: 0.031183 | val_loss: 0.031187 | Time: 3091.13 ms
[2021-10-14 00:42:01 main:574] : INFO : Epoch 1665 | loss: 0.0311817 | val_loss: 0.0311897 | Time: 3231.54 ms
[2021-10-14 00:42:04 main:574] : INFO : Epoch 1666 | loss: 0.031183 | val_loss: 0.0311866 | Time: 3122.26 ms
[2021-10-14 00:42:07 main:574] : INFO : Epoch 1667 | loss: 0.0311859 | val_loss: 0.0311899 | Time: 2952.58 ms
[2021-10-14 00:42:10 main:574] : INFO : Epoch 1668 | loss: 0.0311843 | val_loss: 0.0311919 | Time: 3079.75 ms
[2021-10-14 00:42:13 main:574] : INFO : Epoch 1669 | loss: 0.031184 | val_loss: 0.0311879 | Time: 3086.96 ms
[2021-10-14 00:42:17 main:574] : INFO : Epoch 1670 | loss: 0.0311823 | val_loss: 0.0311859 | Time: 3185.5 ms
[2021-10-14 00:42:20 main:574] : INFO : Epoch 1671 | loss: 0.0311829 | val_loss: 0.0311883 | Time: 2971.44 ms
[2021-10-14 00:42:23 main:574] : INFO : Epoch 1672 | loss: 0.0311833 | val_loss: 0.0311865 | Time: 2983.12 ms
[2021-10-14 00:42:26 main:574] : INFO : Epoch 1673 | loss: 0.0311828 | val_loss: 0.0311897 | Time: 3114.17 ms
[2021-10-14 00:42:29 main:574] : INFO : Epoch 1674 | loss: 0.0311833 | val_loss: 0.0311848 | Time: 3075.08 ms
[2021-10-14 00:42:32 main:574] : INFO : Epoch 1675 | loss: 0.0311813 | val_loss: 0.0311851 | Time: 2995.47 ms
[2021-10-14 00:42:35 main:574] : INFO : Epoch 1676 | loss: 0.0311806 | val_loss: 0.0311848 | Time: 2949.01 ms
[2021-10-14 00:42:38 main:574] : INFO : Epoch 1677 | loss: 0.0311825 | val_loss: 0.0311873 | Time: 3065.59 ms
[2021-10-14 00:42:41 main:574] : INFO : Epoch 1678 | loss: 0.0311803 | val_loss: 0.0311904 | Time: 3103 ms
[2021-10-14 00:42:44 main:574] : INFO : Epoch 1679 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 3191.15 ms
[2021-10-14 00:42:47 main:574] : INFO : Epoch 1680 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 2989.38 ms
[2021-10-14 00:42:50 main:574] : INFO : Epoch 1681 | loss: 0.0311809 | val_loss: 0.0311842 | Time: 2955.32 ms
[2021-10-14 00:42:53 main:574] : INFO : Epoch 1682 | loss: 0.0311804 | val_loss: 0.0311866 | Time: 3131.98 ms
[2021-10-14 00:42:56 main:574] : INFO : Epoch 1683 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 3067.56 ms
[2021-10-14 00:42:59 main:574] : INFO : Epoch 1684 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 3064.15 ms
[2021-10-14 00:43:02 main:574] : INFO : Epoch 1685 | loss: 0.0311799 | val_loss: 0.0311836 | Time: 2978 ms
[2021-10-14 00:43:05 main:574] : INFO : Epoch 1686 | loss: 0.0311805 | val_loss: 0.0311823 | Time: 3042.01 ms
[2021-10-14 00:43:09 main:574] : INFO : Epoch 1687 | loss: 0.0311794 | val_loss: 0.0311888 | Time: 3075.91 ms
[2021-10-14 00:43:12 main:574] : INFO : Epoch 1688 | loss: 0.0311834 | val_loss: 0.0311824 | Time: 3105.82 ms
[2021-10-14 00:43:15 main:574] : INFO : Epoch 1689 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 3041.12 ms
[2021-10-14 00:43:18 main:574] : INFO : Epoch 1690 | loss: 0.0311811 | val_loss: 0.0311825 | Time: 2948.4 ms
[2021-10-14 00:43:21 main:574] : INFO : Epoch 1691 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 3067.28 ms
[2021-10-14 00:43:24 main:574] : INFO : Epoch 1692 | loss: 0.0311809 | val_loss: 0.0311805 | Time: 3029.45 ms
[2021-10-14 00:43:27 main:574] : INFO : Epoch 1693 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 3201.45 ms
[2021-10-14 00:43:31 main:574] : INFO : Epoch 1694 | loss: 0.0311801 | val_loss: 0.0311813 | Time: 4478.93 ms
[2021-10-14 00:43:36 main:574] : INFO : Epoch 1695 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 4416.25 ms
[2021-10-14 00:43:40 main:574] : INFO : Epoch 1696 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 4046.14 ms
[2021-10-14 00:43:56 main:574] : INFO : Epoch 1697 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 16291.7 ms
[2021-10-14 00:43:59 main:574] : INFO : Epoch 1698 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 2855.85 ms
[2021-10-14 00:44:02 main:574] : INFO : Epoch 1699 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 2985.81 ms
[2021-10-14 00:44:05 main:574] : INFO : Epoch 1700 | loss: 0.0311839 | val_loss: 0.0311834 | Time: 2797.71 ms
[2021-10-14 00:44:08 main:574] : INFO : Epoch 1701 | loss: 0.0311813 | val_loss: 0.0311823 | Time: 2835.32 ms
[2021-10-14 00:44:11 main:574] : INFO : Epoch 1702 | loss: 0.0311818 | val_loss: 0.0311836 | Time: 2865.21 ms
[2021-10-14 00:44:14 main:574] : INFO : Epoch 1703 | loss: 0.0311823 | val_loss: 0.031186 | Time: 2856.73 ms
[2021-10-14 00:44:16 main:574] : INFO : Epoch 1704 | loss: 0.0311814 | val_loss: 0.0311819 | Time: 2875.41 ms
[2021-10-14 00:44:19 main:574] : INFO : Epoch 1705 | loss: 0.0311786 | val_loss: 0.0311821 | Time: 2878.93 ms
[2021-10-14 00:44:22 main:574] : INFO : Epoch 1706 | loss: 0.0311775 | val_loss: 0.031182 | Time: 2915 ms
[2021-10-14 00:44:25 main:574] : INFO : Epoch 1707 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 2817.2 ms
[2021-10-14 00:44:28 main:574] : INFO : Epoch 1708 | loss: 0.0311771 | val_loss: 0.031182 | Time: 2796.34 ms
[2021-10-14 00:44:31 main:574] : INFO : Epoch 1709 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 2970.85 ms
[2021-10-14 00:44:34 main:574] : INFO : Epoch 1710 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 2930.91 ms
[2021-10-14 00:44:37 main:574] : INFO : Epoch 1711 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 2887.13 ms
[2021-10-14 00:44:40 main:574] : INFO : Epoch 1712 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 3016.27 ms
[2021-10-14 00:44:43 main:574] : INFO : Epoch 1713 | loss: 0.0311769 | val_loss: 0.031193 | Time: 2812.83 ms
[2021-10-14 00:44:45 main:574] : INFO : Epoch 1714 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 2787.54 ms
[2021-10-14 00:44:48 main:574] : INFO : Epoch 1715 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 2917.86 ms
[2021-10-14 00:44:51 main:574] : INFO : Epoch 1716 | loss: 0.0311767 | val_loss: 0.0311837 | Time: 2895.45 ms
[2021-10-14 00:44:54 main:574] : INFO : Epoch 1717 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 2824.78 ms
[2021-10-14 00:44:57 main:574] : INFO : Epoch 1718 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 2978.46 ms
[2021-10-14 00:45:00 main:574] : INFO : Epoch 1719 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 2818.16 ms
[2021-10-14 00:45:03 main:574] : INFO : Epoch 1720 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 2941.03 ms
[2021-10-14 00:45:06 main:574] : INFO : Epoch 1721 | loss: 0.0311751 | val_loss: 0.0311808 | Time: 2886.98 ms
[2021-10-14 00:45:09 main:574] : INFO : Epoch 1722 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 2851.86 ms
[2021-10-14 00:45:12 main:574] : INFO : Epoch 1723 | loss: 0.0311758 | val_loss: 0.0311838 | Time: 2906.45 ms
[2021-10-14 00:45:14 main:574] : INFO : Epoch 1724 | loss: 0.0311749 | val_loss: 0.0311847 | Time: 2939.7 ms
[2021-10-14 00:45:17 main:574] : INFO : Epoch 1725 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 2841.25 ms
[2021-10-14 00:45:20 main:574] : INFO : Epoch 1726 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 2808.43 ms
[2021-10-14 00:45:23 main:574] : INFO : Epoch 1727 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 2776.13 ms
[2021-10-14 00:45:26 main:574] : INFO : Epoch 1728 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 2830.51 ms
[2021-10-14 00:45:29 main:574] : INFO : Epoch 1729 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 2908.28 ms
[2021-10-14 00:45:32 main:574] : INFO : Epoch 1730 | loss: 0.0311749 | val_loss: 0.0311836 | Time: 2896.45 ms
[2021-10-14 00:45:35 main:574] : INFO : Epoch 1731 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 2927.14 ms
[2021-10-14 00:45:37 main:574] : INFO : Epoch 1732 | loss: 0.031173 | val_loss: 0.0311784 | Time: 2844.52 ms
[2021-10-14 00:45:40 main:574] : INFO : Epoch 1733 | loss: 0.0311745 | val_loss: 0.0311802 | Time: 2829.85 ms
[2021-10-14 00:45:43 main:574] : INFO : Epoch 1734 | loss: 0.0311758 | val_loss: 0.0311784 | Time: 2855.28 ms
[2021-10-14 00:45:46 main:574] : INFO : Epoch 1735 | loss: 0.0311743 | val_loss: 0.0311816 | Time: 2887.17 ms
[2021-10-14 00:45:49 main:574] : INFO : Epoch 1736 | loss: 0.0311753 | val_loss: 0.0311875 | Time: 2870.73 ms
[2021-10-14 00:45:52 main:574] : INFO : Epoch 1737 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 2877.14 ms
[2021-10-14 00:45:55 main:574] : INFO : Epoch 1738 | loss: 0.0311746 | val_loss: 0.0311791 | Time: 2904.22 ms
[2021-10-14 00:45:58 main:574] : INFO : Epoch 1739 | loss: 0.0311742 | val_loss: 0.0311857 | Time: 2816.65 ms
[2021-10-14 00:46:00 main:574] : INFO : Epoch 1740 | loss: 0.0311742 | val_loss: 0.0311786 | Time: 2798.61 ms
[2021-10-14 00:46:03 main:574] : INFO : Epoch 1741 | loss: 0.0311739 | val_loss: 0.0311828 | Time: 2788.35 ms
[2021-10-14 00:46:06 main:574] : INFO : Epoch 1742 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 2895.19 ms
[2021-10-14 00:46:09 main:574] : INFO : Epoch 1743 | loss: 0.0311748 | val_loss: 0.0311853 | Time: 2853 ms
[2021-10-14 00:46:12 main:574] : INFO : Epoch 1744 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 2921.66 ms
[2021-10-14 00:46:15 main:574] : INFO : Epoch 1745 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 3002.62 ms
[2021-10-14 00:46:18 main:574] : INFO : Epoch 1746 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 2847.5 ms
[2021-10-14 00:46:21 main:574] : INFO : Epoch 1747 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 2773.83 ms
[2021-10-14 00:46:24 main:574] : INFO : Epoch 1748 | loss: 0.0311742 | val_loss: 0.03118 | Time: 3064.37 ms
[2021-10-14 00:46:26 main:574] : INFO : Epoch 1749 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 2880.84 ms
[2021-10-14 00:46:29 main:574] : INFO : Epoch 1750 | loss: 0.0311739 | val_loss: 0.031181 | Time: 2863.22 ms
[2021-10-14 00:46:32 main:574] : INFO : Epoch 1751 | loss: 0.0311753 | val_loss: 0.0311808 | Time: 2887.96 ms
[2021-10-14 00:46:35 main:574] : INFO : Epoch 1752 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 2785.81 ms
[2021-10-14 00:46:38 main:574] : INFO : Epoch 1753 | loss: 0.0311719 | val_loss: 0.031178 | Time: 2838.84 ms
[2021-10-14 00:46:41 main:574] : INFO : Epoch 1754 | loss: 0.0311723 | val_loss: 0.0311776 | Time: 2797.6 ms
[2021-10-14 00:46:44 main:574] : INFO : Epoch 1755 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 2908.15 ms
[2021-10-14 00:46:47 main:574] : INFO : Epoch 1756 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 3046.23 ms
[2021-10-14 00:46:50 main:574] : INFO : Epoch 1757 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 2876.28 ms
[2021-10-14 00:46:52 main:574] : INFO : Epoch 1758 | loss: 0.031172 | val_loss: 0.0311763 | Time: 2911.32 ms
[2021-10-14 00:46:55 main:574] : INFO : Epoch 1759 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 2842.19 ms
[2021-10-14 00:46:58 main:574] : INFO : Epoch 1760 | loss: 0.0311716 | val_loss: 0.0311828 | Time: 2821.37 ms
[2021-10-14 00:47:01 main:574] : INFO : Epoch 1761 | loss: 0.0311721 | val_loss: 0.0311819 | Time: 2914.05 ms
[2021-10-14 00:47:04 main:574] : INFO : Epoch 1762 | loss: 0.0311711 | val_loss: 0.0311811 | Time: 2948.09 ms
[2021-10-14 00:47:07 main:574] : INFO : Epoch 1763 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 2880.94 ms
[2021-10-14 00:47:10 main:574] : INFO : Epoch 1764 | loss: 0.0311716 | val_loss: 0.0311791 | Time: 2826.02 ms
[2021-10-14 00:47:13 main:574] : INFO : Epoch 1765 | loss: 0.0311708 | val_loss: 0.0311756 | Time: 2839.04 ms
[2021-10-14 00:47:15 main:574] : INFO : Epoch 1766 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 2763.57 ms
[2021-10-14 00:47:18 main:574] : INFO : Epoch 1767 | loss: 0.0311772 | val_loss: 0.0311765 | Time: 2813.81 ms
[2021-10-14 00:47:21 main:574] : INFO : Epoch 1768 | loss: 0.0311716 | val_loss: 0.0311787 | Time: 2904.17 ms
[2021-10-14 00:47:24 main:574] : INFO : Epoch 1769 | loss: 0.0311737 | val_loss: 0.0311796 | Time: 2888.44 ms
[2021-10-14 00:47:27 main:574] : INFO : Epoch 1770 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 2982.02 ms
[2021-10-14 00:47:30 main:574] : INFO : Epoch 1771 | loss: 0.0311727 | val_loss: 0.0311747 | Time: 2872.04 ms
[2021-10-14 00:47:33 main:574] : INFO : Epoch 1772 | loss: 0.0311715 | val_loss: 0.031177 | Time: 2781.25 ms
[2021-10-14 00:47:36 main:574] : INFO : Epoch 1773 | loss: 0.0311745 | val_loss: 0.0311761 | Time: 2820.47 ms
[2021-10-14 00:47:38 main:574] : INFO : Epoch 1774 | loss: 0.0311737 | val_loss: 0.0311754 | Time: 2848.46 ms
[2021-10-14 00:47:41 main:574] : INFO : Epoch 1775 | loss: 0.031173 | val_loss: 0.0311765 | Time: 2965.13 ms
[2021-10-14 00:47:44 main:574] : INFO : Epoch 1776 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 2899.67 ms
[2021-10-14 00:47:47 main:574] : INFO : Epoch 1777 | loss: 0.0311722 | val_loss: 0.0311742 | Time: 2839.01 ms
[2021-10-14 00:47:50 main:574] : INFO : Epoch 1778 | loss: 0.0311714 | val_loss: 0.0311742 | Time: 2961.96 ms
[2021-10-14 00:47:53 main:574] : INFO : Epoch 1779 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 2802.63 ms
[2021-10-14 00:47:56 main:574] : INFO : Epoch 1780 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 2783.45 ms
[2021-10-14 00:47:59 main:574] : INFO : Epoch 1781 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 2873.74 ms
[2021-10-14 00:48:02 main:574] : INFO : Epoch 1782 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 2952.13 ms
[2021-10-14 00:48:05 main:574] : INFO : Epoch 1783 | loss: 0.0311779 | val_loss: 0.03118 | Time: 2933.06 ms
[2021-10-14 00:48:07 main:574] : INFO : Epoch 1784 | loss: 0.0311718 | val_loss: 0.031176 | Time: 2884.02 ms
[2021-10-14 00:48:10 main:574] : INFO : Epoch 1785 | loss: 0.0311701 | val_loss: 0.031177 | Time: 2901.92 ms
[2021-10-14 00:48:13 main:574] : INFO : Epoch 1786 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 2786.27 ms
[2021-10-14 00:48:16 main:574] : INFO : Epoch 1787 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 2788.11 ms
[2021-10-14 00:48:19 main:574] : INFO : Epoch 1788 | loss: 0.0311698 | val_loss: 0.0311762 | Time: 2889.69 ms
[2021-10-14 00:48:22 main:574] : INFO : Epoch 1789 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 2888.3 ms
[2021-10-14 00:48:25 main:574] : INFO : Epoch 1790 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 2862.87 ms
[2021-10-14 00:48:28 main:574] : INFO : Epoch 1791 | loss: 0.03117 | val_loss: 0.0311786 | Time: 2981.76 ms
[2021-10-14 00:48:30 main:574] : INFO : Epoch 1792 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 2772.98 ms
[2021-10-14 00:48:33 main:574] : INFO : Epoch 1793 | loss: 0.0311729 | val_loss: 0.0311855 | Time: 2847.81 ms
[2021-10-14 00:48:36 main:574] : INFO : Epoch 1794 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 3063.31 ms
[2021-10-14 00:48:39 main:574] : INFO : Epoch 1795 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 2842.71 ms
[2021-10-14 00:48:42 main:574] : INFO : Epoch 1796 | loss: 0.0311699 | val_loss: 0.0311811 | Time: 2904.67 ms
[2021-10-14 00:48:45 main:574] : INFO : Epoch 1797 | loss: 0.0311687 | val_loss: 0.0311725 | Time: 2975.53 ms
[2021-10-14 00:48:48 main:574] : INFO : Epoch 1798 | loss: 0.0311676 | val_loss: 0.0311735 | Time: 2783.91 ms
[2021-10-14 00:48:51 main:574] : INFO : Epoch 1799 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 2782.03 ms
[2021-10-14 00:48:54 main:574] : INFO : Epoch 1800 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 2814.87 ms
[2021-10-14 00:48:56 main:574] : INFO : Epoch 1801 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 2888.7 ms
[2021-10-14 00:48:59 main:574] : INFO : Epoch 1802 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 2924.38 ms
[2021-10-14 00:49:02 main:574] : INFO : Epoch 1803 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 2875.7 ms
[2021-10-14 00:49:05 main:574] : INFO : Epoch 1804 | loss: 0.0311694 | val_loss: 0.0311786 | Time: 3038.31 ms
[2021-10-14 00:49:08 main:574] : INFO : Epoch 1805 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 2832.64 ms
[2021-10-14 00:49:11 main:574] : INFO : Epoch 1806 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 2815.91 ms
[2021-10-14 00:49:14 main:574] : INFO : Epoch 1807 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 2927.13 ms
[2021-10-14 00:49:17 main:574] : INFO : Epoch 1808 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 2855.57 ms
[2021-10-14 00:49:20 main:574] : INFO : Epoch 1809 | loss: 0.0311714 | val_loss: 0.0311872 | Time: 2856.97 ms
[2021-10-14 00:49:23 main:574] : INFO : Epoch 1810 | loss: 0.0311705 | val_loss: 0.0311798 | Time: 2931.62 ms
[2021-10-14 00:49:25 main:574] : INFO : Epoch 1811 | loss: 0.0311673 | val_loss: 0.0311759 | Time: 2872.25 ms
[2021-10-14 00:49:28 main:574] : INFO : Epoch 1812 | loss: 0.0311689 | val_loss: 0.0311779 | Time: 2818.99 ms
[2021-10-14 00:49:31 main:574] : INFO : Epoch 1813 | loss: 0.0311691 | val_loss: 0.0311768 | Time: 2857.88 ms
[2021-10-14 00:49:34 main:574] : INFO : Epoch 1814 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 2869.49 ms
[2021-10-14 00:49:37 main:574] : INFO : Epoch 1815 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 2840.57 ms
[2021-10-14 00:49:40 main:574] : INFO : Epoch 1816 | loss: 0.031168 | val_loss: 0.0311746 | Time: 2975.1 ms
[2021-10-14 00:49:43 main:574] : INFO : Epoch 1817 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 2990.86 ms
[2021-10-14 00:49:46 main:574] : INFO : Epoch 1818 | loss: 0.0311676 | val_loss: 0.0311749 | Time: 2859.08 ms
[2021-10-14 00:49:49 main:574] : INFO : Epoch 1819 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 2843 ms
[2021-10-14 00:49:52 main:574] : INFO : Epoch 1820 | loss: 0.0311668 | val_loss: 0.031174 | Time: 2902.8 ms
[2021-10-14 00:49:54 main:574] : INFO : Epoch 1821 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 2893.41 ms
[2021-10-14 00:49:57 main:574] : INFO : Epoch 1822 | loss: 0.0311666 | val_loss: 0.0311753 | Time: 2962.86 ms
[2021-10-14 00:50:00 main:574] : INFO : Epoch 1823 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 2904.73 ms
[2021-10-14 00:50:03 main:574] : INFO : Epoch 1824 | loss: 0.0311679 | val_loss: 0.0311757 | Time: 2793.38 ms
[2021-10-14 00:50:06 main:574] : INFO : Epoch 1825 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 2743.18 ms
[2021-10-14 00:50:09 main:574] : INFO : Epoch 1826 | loss: 0.0311676 | val_loss: 0.0311775 | Time: 2820.5 ms
[2021-10-14 00:50:12 main:574] : INFO : Epoch 1827 | loss: 0.0311694 | val_loss: 0.0311744 | Time: 2938.4 ms
[2021-10-14 00:50:15 main:574] : INFO : Epoch 1828 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 3151.42 ms
[2021-10-14 00:50:18 main:574] : INFO : Epoch 1829 | loss: 0.0311687 | val_loss: 0.0311769 | Time: 3210.3 ms
[2021-10-14 00:50:21 main:574] : INFO : Epoch 1830 | loss: 0.0311697 | val_loss: 0.0311726 | Time: 2834.97 ms
[2021-10-14 00:50:24 main:574] : INFO : Epoch 1831 | loss: 0.031169 | val_loss: 0.0311743 | Time: 2813.57 ms
[2021-10-14 00:50:27 main:574] : INFO : Epoch 1832 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 2830.33 ms
[2021-10-14 00:50:29 main:574] : INFO : Epoch 1833 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 2886.17 ms
[2021-10-14 00:50:32 main:574] : INFO : Epoch 1834 | loss: 0.0311741 | val_loss: 0.0311748 | Time: 2985.52 ms
[2021-10-14 00:50:35 main:574] : INFO : Epoch 1835 | loss: 0.0311728 | val_loss: 0.0311726 | Time: 2977.11 ms
[2021-10-14 00:50:38 main:574] : INFO : Epoch 1836 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 2824.99 ms
[2021-10-14 00:50:41 main:574] : INFO : Epoch 1837 | loss: 0.0311734 | val_loss: 0.0311755 | Time: 2798.3 ms
[2021-10-14 00:50:44 main:574] : INFO : Epoch 1838 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 2783.46 ms
[2021-10-14 00:50:47 main:574] : INFO : Epoch 1839 | loss: 0.031178 | val_loss: 0.0311787 | Time: 2914.78 ms
[2021-10-14 00:50:50 main:574] : INFO : Epoch 1840 | loss: 0.0311776 | val_loss: 0.0311772 | Time: 2899.64 ms
[2021-10-14 00:50:53 main:574] : INFO : Epoch 1841 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 3060.24 ms
[2021-10-14 00:50:56 main:574] : INFO : Epoch 1842 | loss: 0.0311752 | val_loss: 0.0311765 | Time: 2880.42 ms
[2021-10-14 00:50:58 main:574] : INFO : Epoch 1843 | loss: 0.0311751 | val_loss: 0.0311761 | Time: 2782.9 ms
[2021-10-14 00:51:01 main:574] : INFO : Epoch 1844 | loss: 0.0311744 | val_loss: 0.0311757 | Time: 2845.55 ms
[2021-10-14 00:51:04 main:574] : INFO : Epoch 1845 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 2934.04 ms
[2021-10-14 00:51:07 main:574] : INFO : Epoch 1846 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 3039.08 ms
[2021-10-14 00:51:10 main:574] : INFO : Epoch 1847 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 3025.47 ms
[2021-10-14 00:51:13 main:574] : INFO : Epoch 1848 | loss: 0.0311769 | val_loss: 0.0311834 | Time: 2976.01 ms
[2021-10-14 00:51:16 main:574] : INFO : Epoch 1849 | loss: 0.0311787 | val_loss: 0.031182 | Time: 2995.98 ms
[2021-10-14 00:51:19 main:574] : INFO : Epoch 1850 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 2829.82 ms
[2021-10-14 00:51:22 main:574] : INFO : Epoch 1851 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 2882.56 ms
[2021-10-14 00:51:25 main:574] : INFO : Epoch 1852 | loss: 0.031174 | val_loss: 0.0311821 | Time: 3051.52 ms
[2021-10-14 00:51:28 main:574] : INFO : Epoch 1853 | loss: 0.0311736 | val_loss: 0.031181 | Time: 2901.34 ms
[2021-10-14 00:51:31 main:574] : INFO : Epoch 1854 | loss: 0.0311753 | val_loss: 0.031178 | Time: 2818.68 ms
[2021-10-14 00:51:34 main:574] : INFO : Epoch 1855 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 2817.51 ms
[2021-10-14 00:51:37 main:574] : INFO : Epoch 1856 | loss: 0.0311754 | val_loss: 0.0311771 | Time: 2817.9 ms
[2021-10-14 00:51:40 main:574] : INFO : Epoch 1857 | loss: 0.0311714 | val_loss: 0.0311809 | Time: 3032.74 ms
[2021-10-14 00:51:43 main:574] : INFO : Epoch 1858 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 2961.56 ms
[2021-10-14 00:51:46 main:574] : INFO : Epoch 1859 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 2959.65 ms
[2021-10-14 00:51:48 main:574] : INFO : Epoch 1860 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 2795.79 ms
[2021-10-14 00:51:51 main:574] : INFO : Epoch 1861 | loss: 0.0311703 | val_loss: 0.0311777 | Time: 2793.45 ms
[2021-10-14 00:51:54 main:574] : INFO : Epoch 1862 | loss: 0.0311718 | val_loss: 0.0311797 | Time: 2794.54 ms
[2021-10-14 00:51:57 main:574] : INFO : Epoch 1863 | loss: 0.031171 | val_loss: 0.031176 | Time: 3058.49 ms
[2021-10-14 00:52:00 main:574] : INFO : Epoch 1864 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 2893.26 ms
[2021-10-14 00:52:03 main:574] : INFO : Epoch 1865 | loss: 0.0311721 | val_loss: 0.031176 | Time: 2961.71 ms
[2021-10-14 00:52:06 main:574] : INFO : Epoch 1866 | loss: 0.0311761 | val_loss: 0.0311835 | Time: 2839.37 ms
[2021-10-14 00:52:09 main:574] : INFO : Epoch 1867 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 2832.17 ms
[2021-10-14 00:52:11 main:574] : INFO : Epoch 1868 | loss: 0.0311688 | val_loss: 0.031175 | Time: 2773.03 ms
[2021-10-14 00:52:14 main:574] : INFO : Epoch 1869 | loss: 0.031168 | val_loss: 0.0311791 | Time: 2890.87 ms
[2021-10-14 00:52:17 main:574] : INFO : Epoch 1870 | loss: 0.0311692 | val_loss: 0.0311779 | Time: 2939.86 ms
[2021-10-14 00:52:20 main:574] : INFO : Epoch 1871 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 2884.58 ms
[2021-10-14 00:52:23 main:574] : INFO : Epoch 1872 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 2898.6 ms
[2021-10-14 00:52:26 main:574] : INFO : Epoch 1873 | loss: 0.0311695 | val_loss: 0.0311834 | Time: 2844.34 ms
[2021-10-14 00:52:29 main:574] : INFO : Epoch 1874 | loss: 0.0311714 | val_loss: 0.031178 | Time: 2778.48 ms
[2021-10-14 00:52:32 main:574] : INFO : Epoch 1875 | loss: 0.031169 | val_loss: 0.031174 | Time: 2810.17 ms
[2021-10-14 00:52:35 main:574] : INFO : Epoch 1876 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 2979.39 ms
[2021-10-14 00:52:38 main:574] : INFO : Epoch 1877 | loss: 0.0311685 | val_loss: 0.0311773 | Time: 2946.76 ms
[2021-10-14 00:52:40 main:574] : INFO : Epoch 1878 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 2944.21 ms
[2021-10-14 00:52:43 main:574] : INFO : Epoch 1879 | loss: 0.0311698 | val_loss: 0.0311777 | Time: 2913.47 ms
[2021-10-14 00:52:46 main:574] : INFO : Epoch 1880 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 2785.71 ms
[2021-10-14 00:52:49 main:574] : INFO : Epoch 1881 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 2808.63 ms
[2021-10-14 00:52:52 main:574] : INFO : Epoch 1882 | loss: 0.0311713 | val_loss: 0.0311806 | Time: 2887.09 ms
[2021-10-14 00:52:55 main:574] : INFO : Epoch 1883 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 2936.25 ms
[2021-10-14 00:52:58 main:574] : INFO : Epoch 1884 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 2827.57 ms
[2021-10-14 00:53:01 main:574] : INFO : Epoch 1885 | loss: 0.0311715 | val_loss: 0.0311782 | Time: 2930.59 ms
[2021-10-14 00:53:03 main:574] : INFO : Epoch 1886 | loss: 0.0311766 | val_loss: 0.031182 | Time: 2834.39 ms
[2021-10-14 00:53:06 main:574] : INFO : Epoch 1887 | loss: 0.0311773 | val_loss: 0.0311783 | Time: 2782.12 ms
[2021-10-14 00:53:09 main:574] : INFO : Epoch 1888 | loss: 0.0311747 | val_loss: 0.0311791 | Time: 2809.69 ms
[2021-10-14 00:53:12 main:574] : INFO : Epoch 1889 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 2929.45 ms
[2021-10-14 00:53:15 main:574] : INFO : Epoch 1890 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 2997.34 ms
[2021-10-14 00:53:18 main:574] : INFO : Epoch 1891 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 2884.72 ms
[2021-10-14 00:53:21 main:574] : INFO : Epoch 1892 | loss: 0.031174 | val_loss: 0.0311785 | Time: 2914.53 ms
[2021-10-14 00:53:24 main:574] : INFO : Epoch 1893 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 2837.4 ms
[2021-10-14 00:53:27 main:574] : INFO : Epoch 1894 | loss: 0.0311714 | val_loss: 0.031179 | Time: 2792.71 ms
[2021-10-14 00:53:29 main:574] : INFO : Epoch 1895 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 2797.6 ms
[2021-10-14 00:53:32 main:574] : INFO : Epoch 1896 | loss: 0.0311722 | val_loss: 0.0311796 | Time: 3080.04 ms
[2021-10-14 00:53:35 main:574] : INFO : Epoch 1897 | loss: 0.0311735 | val_loss: 0.0311842 | Time: 2821.08 ms
[2021-10-14 00:53:38 main:574] : INFO : Epoch 1898 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 2925.03 ms
[2021-10-14 00:53:41 main:574] : INFO : Epoch 1899 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 2941.71 ms
[2021-10-14 00:53:44 main:574] : INFO : Epoch 1900 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 2827.31 ms
[2021-10-14 00:53:47 main:574] : INFO : Epoch 1901 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 2878.89 ms
[2021-10-14 00:53:50 main:574] : INFO : Epoch 1902 | loss: 0.0311712 | val_loss: 0.0311759 | Time: 2875.63 ms
[2021-10-14 00:53:53 main:574] : INFO : Epoch 1903 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 2864.34 ms
[2021-10-14 00:53:55 main:574] : INFO : Epoch 1904 | loss: 0.0311695 | val_loss: 0.031181 | Time: 2807.21 ms
[2021-10-14 00:53:58 main:574] : INFO : Epoch 1905 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 2908.65 ms
[2021-10-14 00:54:01 main:574] : INFO : Epoch 1906 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 2837.93 ms
[2021-10-14 00:54:04 main:574] : INFO : Epoch 1907 | loss: 0.0311675 | val_loss: 0.0311759 | Time: 2861.92 ms
[2021-10-14 00:54:07 main:574] : INFO : Epoch 1908 | loss: 0.0311672 | val_loss: 0.0311761 | Time: 2749.9 ms
[2021-10-14 00:54:10 main:574] : INFO : Epoch 1909 | loss: 0.0311672 | val_loss: 0.031177 | Time: 2901.84 ms
[2021-10-14 00:54:13 main:574] : INFO : Epoch 1910 | loss: 0.0311666 | val_loss: 0.031176 | Time: 2916.03 ms
[2021-10-14 00:54:16 main:574] : INFO : Epoch 1911 | loss: 0.0311666 | val_loss: 0.0311755 | Time: 2925.27 ms
[2021-10-14 00:54:19 main:574] : INFO : Epoch 1912 | loss: 0.0311668 | val_loss: 0.0311799 | Time: 2907.01 ms
[2021-10-14 00:54:21 main:574] : INFO : Epoch 1913 | loss: 0.031167 | val_loss: 0.031178 | Time: 2868.56 ms
[2021-10-14 00:54:24 main:574] : INFO : Epoch 1914 | loss: 0.0311675 | val_loss: 0.0311785 | Time: 2812.55 ms
[2021-10-14 00:54:27 main:574] : INFO : Epoch 1915 | loss: 0.0311685 | val_loss: 0.0311779 | Time: 2848.46 ms
[2021-10-14 00:54:30 main:574] : INFO : Epoch 1916 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 2929.8 ms
[2021-10-14 00:54:33 main:574] : INFO : Epoch 1917 | loss: 0.0311663 | val_loss: 0.031176 | Time: 3169.84 ms
[2021-10-14 00:54:36 main:574] : INFO : Epoch 1918 | loss: 0.0311654 | val_loss: 0.0311775 | Time: 2925.64 ms
[2021-10-14 00:54:39 main:574] : INFO : Epoch 1919 | loss: 0.0311663 | val_loss: 0.0311761 | Time: 2804.37 ms
[2021-10-14 00:54:42 main:574] : INFO : Epoch 1920 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 2817.32 ms
[2021-10-14 00:54:45 main:574] : INFO : Epoch 1921 | loss: 0.0311659 | val_loss: 0.0311778 | Time: 2964 ms
[2021-10-14 00:54:48 main:574] : INFO : Epoch 1922 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 2893.01 ms
[2021-10-14 00:54:51 main:574] : INFO : Epoch 1923 | loss: 0.0311659 | val_loss: 0.031176 | Time: 2914.72 ms
[2021-10-14 00:54:54 main:574] : INFO : Epoch 1924 | loss: 0.031168 | val_loss: 0.031176 | Time: 2955.06 ms
[2021-10-14 00:54:57 main:574] : INFO : Epoch 1925 | loss: 0.031168 | val_loss: 0.0311756 | Time: 2818.34 ms
[2021-10-14 00:54:59 main:574] : INFO : Epoch 1926 | loss: 0.0311657 | val_loss: 0.0311785 | Time: 2859.53 ms
[2021-10-14 00:55:02 main:574] : INFO : Epoch 1927 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 2891.66 ms
[2021-10-14 00:55:05 main:574] : INFO : Epoch 1928 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 2825.61 ms
[2021-10-14 00:55:08 main:574] : INFO : Epoch 1929 | loss: 0.0311657 | val_loss: 0.031174 | Time: 2884.89 ms
[2021-10-14 00:55:11 main:574] : INFO : Epoch 1930 | loss: 0.0311631 | val_loss: 0.031177 | Time: 2945.61 ms
[2021-10-14 00:55:14 main:574] : INFO : Epoch 1931 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 2886.88 ms
[2021-10-14 00:55:17 main:574] : INFO : Epoch 1932 | loss: 0.0311631 | val_loss: 0.0311794 | Time: 2831.05 ms
[2021-10-14 00:55:20 main:574] : INFO : Epoch 1933 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 2765.34 ms
[2021-10-14 00:55:22 main:574] : INFO : Epoch 1934 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 2917.12 ms
[2021-10-14 00:55:25 main:574] : INFO : Epoch 1935 | loss: 0.0311648 | val_loss: 0.0311733 | Time: 2907.07 ms
[2021-10-14 00:55:28 main:574] : INFO : Epoch 1936 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 3004.73 ms
[2021-10-14 00:55:31 main:574] : INFO : Epoch 1937 | loss: 0.031167 | val_loss: 0.0311751 | Time: 2927.58 ms
[2021-10-14 00:55:34 main:574] : INFO : Epoch 1938 | loss: 0.0311671 | val_loss: 0.0311793 | Time: 2749.51 ms
[2021-10-14 00:55:37 main:574] : INFO : Epoch 1939 | loss: 0.0311683 | val_loss: 0.0311793 | Time: 2795.9 ms
[2021-10-14 00:55:40 main:574] : INFO : Epoch 1940 | loss: 0.0311691 | val_loss: 0.031179 | Time: 2842.35 ms
[2021-10-14 00:55:43 main:574] : INFO : Epoch 1941 | loss: 0.0311674 | val_loss: 0.0311771 | Time: 2956.84 ms
[2021-10-14 00:55:46 main:574] : INFO : Epoch 1942 | loss: 0.0311654 | val_loss: 0.031176 | Time: 2985.54 ms
[2021-10-14 00:55:49 main:574] : INFO : Epoch 1943 | loss: 0.031165 | val_loss: 0.0311802 | Time: 2849.44 ms
[2021-10-14 00:55:52 main:574] : INFO : Epoch 1944 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 2912.97 ms
[2021-10-14 00:55:54 main:574] : INFO : Epoch 1945 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 2746.28 ms
[2021-10-14 00:55:57 main:574] : INFO : Epoch 1946 | loss: 0.031165 | val_loss: 0.0311781 | Time: 2790.1 ms
[2021-10-14 00:56:00 main:574] : INFO : Epoch 1947 | loss: 0.0311642 | val_loss: 0.0311748 | Time: 2857.96 ms
[2021-10-14 00:56:03 main:574] : INFO : Epoch 1948 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 2891.57 ms
[2021-10-14 00:56:06 main:574] : INFO : Epoch 1949 | loss: 0.0311638 | val_loss: 0.0311757 | Time: 3006.54 ms
[2021-10-14 00:56:09 main:574] : INFO : Epoch 1950 | loss: 0.0311646 | val_loss: 0.0311841 | Time: 2930.29 ms
[2021-10-14 00:56:12 main:574] : INFO : Epoch 1951 | loss: 0.0311669 | val_loss: 0.0311825 | Time: 2870.4 ms
[2021-10-14 00:56:15 main:574] : INFO : Epoch 1952 | loss: 0.031164 | val_loss: 0.0311792 | Time: 2868.99 ms
[2021-10-14 00:56:18 main:574] : INFO : Epoch 1953 | loss: 0.0311649 | val_loss: 0.0311773 | Time: 3007.49 ms
[2021-10-14 00:56:20 main:574] : INFO : Epoch 1954 | loss: 0.0311665 | val_loss: 0.0311744 | Time: 2886.08 ms
[2021-10-14 00:56:23 main:574] : INFO : Epoch 1955 | loss: 0.0311645 | val_loss: 0.0311778 | Time: 2903.9 ms
[2021-10-14 00:56:26 main:574] : INFO : Epoch 1956 | loss: 0.031166 | val_loss: 0.0311817 | Time: 2931.86 ms
[2021-10-14 00:56:29 main:574] : INFO : Epoch 1957 | loss: 0.0311638 | val_loss: 0.0311768 | Time: 2788.53 ms
[2021-10-14 00:56:32 main:574] : INFO : Epoch 1958 | loss: 0.0311626 | val_loss: 0.0311786 | Time: 2760.64 ms
[2021-10-14 00:56:35 main:574] : INFO : Epoch 1959 | loss: 0.0311617 | val_loss: 0.0311755 | Time: 2752.71 ms
[2021-10-14 00:56:38 main:574] : INFO : Epoch 1960 | loss: 0.0311613 | val_loss: 0.0311775 | Time: 2842.54 ms
[2021-10-14 00:56:40 main:574] : INFO : Epoch 1961 | loss: 0.0311612 | val_loss: 0.0311774 | Time: 2883.24 ms
[2021-10-14 00:56:43 main:574] : INFO : Epoch 1962 | loss: 0.0311639 | val_loss: 0.0311779 | Time: 2926.97 ms
[2021-10-14 00:56:46 main:574] : INFO : Epoch 1963 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 2934.59 ms
[2021-10-14 00:56:49 main:574] : INFO : Epoch 1964 | loss: 0.0311642 | val_loss: 0.0311768 | Time: 2789.71 ms
[2021-10-14 00:56:52 main:574] : INFO : Epoch 1965 | loss: 0.0311634 | val_loss: 0.0311778 | Time: 2791.39 ms
[2021-10-14 00:56:55 main:574] : INFO : Epoch 1966 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 2823.94 ms
[2021-10-14 00:56:58 main:574] : INFO : Epoch 1967 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 2973.7 ms
[2021-10-14 00:57:01 main:574] : INFO : Epoch 1968 | loss: 0.0311654 | val_loss: 0.0311778 | Time: 2981.29 ms
[2021-10-14 00:57:04 main:574] : INFO : Epoch 1969 | loss: 0.0311654 | val_loss: 0.0311768 | Time: 2942.01 ms
[2021-10-14 00:57:07 main:574] : INFO : Epoch 1970 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 2882.55 ms
[2021-10-14 00:57:09 main:574] : INFO : Epoch 1971 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 2803.95 ms
[2021-10-14 00:57:12 main:574] : INFO : Epoch 1972 | loss: 0.0311629 | val_loss: 0.0311787 | Time: 2761.54 ms
[2021-10-14 00:57:15 main:574] : INFO : Epoch 1973 | loss: 0.0311632 | val_loss: 0.0311743 | Time: 2869.88 ms
[2021-10-14 00:57:18 main:574] : INFO : Epoch 1974 | loss: 0.0311621 | val_loss: 0.0311743 | Time: 2845.96 ms
[2021-10-14 00:57:21 main:574] : INFO : Epoch 1975 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 2886.01 ms
[2021-10-14 00:57:24 main:574] : INFO : Epoch 1976 | loss: 0.0311636 | val_loss: 0.0311815 | Time: 2907.09 ms
[2021-10-14 00:57:27 main:574] : INFO : Epoch 1977 | loss: 0.0311655 | val_loss: 0.0311748 | Time: 2867.35 ms
[2021-10-14 00:57:29 main:574] : INFO : Epoch 1978 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 2821.52 ms
[2021-10-14 00:57:32 main:574] : INFO : Epoch 1979 | loss: 0.0311638 | val_loss: 0.0311742 | Time: 2777.37 ms
[2021-10-14 00:57:35 main:574] : INFO : Epoch 1980 | loss: 0.0311625 | val_loss: 0.031175 | Time: 2968.26 ms
[2021-10-14 00:57:38 main:574] : INFO : Epoch 1981 | loss: 0.0311635 | val_loss: 0.0311737 | Time: 2895.19 ms
[2021-10-14 00:57:41 main:574] : INFO : Epoch 1982 | loss: 0.0311617 | val_loss: 0.0311744 | Time: 2887.47 ms
[2021-10-14 00:57:44 main:574] : INFO : Epoch 1983 | loss: 0.0311625 | val_loss: 0.0311768 | Time: 2922.52 ms
[2021-10-14 00:57:47 main:574] : INFO : Epoch 1984 | loss: 0.0311618 | val_loss: 0.0311731 | Time: 2808.34 ms
[2021-10-14 00:57:50 main:574] : INFO : Epoch 1985 | loss: 0.0311626 | val_loss: 0.0311754 | Time: 2819.38 ms
[2021-10-14 00:57:53 main:574] : INFO : Epoch 1986 | loss: 0.0311611 | val_loss: 0.0311748 | Time: 2898.38 ms
[2021-10-14 00:57:56 main:574] : INFO : Epoch 1987 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 3008.23 ms
[2021-10-14 00:57:58 main:574] : INFO : Epoch 1988 | loss: 0.0311608 | val_loss: 0.0311748 | Time: 2838.78 ms
[2021-10-14 00:58:01 main:574] : INFO : Epoch 1989 | loss: 0.0311613 | val_loss: 0.0311768 | Time: 2843.66 ms
[2021-10-14 00:58:04 main:574] : INFO : Epoch 1990 | loss: 0.0311594 | val_loss: 0.0311765 | Time: 2863.06 ms
[2021-10-14 00:58:07 main:574] : INFO : Epoch 1991 | loss: 0.0311597 | val_loss: 0.031175 | Time: 2829.15 ms
[2021-10-14 00:58:10 main:574] : INFO : Epoch 1992 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 2822.22 ms
[2021-10-14 00:58:13 main:574] : INFO : Epoch 1993 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 2868.72 ms
[2021-10-14 00:58:16 main:574] : INFO : Epoch 1994 | loss: 0.0311604 | val_loss: 0.0311755 | Time: 2815.41 ms
[2021-10-14 00:58:18 main:574] : INFO : Epoch 1995 | loss: 0.0311613 | val_loss: 0.0311784 | Time: 2830.7 ms
[2021-10-14 00:58:22 main:574] : INFO : Epoch 1996 | loss: 0.0311607 | val_loss: 0.0311787 | Time: 3147.45 ms
[2021-10-14 00:58:24 main:574] : INFO : Epoch 1997 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 2846.66 ms
[2021-10-14 00:58:27 main:574] : INFO : Epoch 1998 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 2816.22 ms
[2021-10-14 00:58:30 main:574] : INFO : Epoch 1999 | loss: 0.0311666 | val_loss: 0.0311789 | Time: 2812.52 ms
[2021-10-14 00:58:33 main:574] : INFO : Epoch 2000 | loss: 0.0311686 | val_loss: 0.0311813 | Time: 2881.12 ms
[2021-10-14 00:58:36 main:574] : INFO : Epoch 2001 | loss: 0.0311686 | val_loss: 0.031182 | Time: 2865.09 ms
[2021-10-14 00:58:39 main:574] : INFO : Epoch 2002 | loss: 0.031168 | val_loss: 0.0311762 | Time: 2891.14 ms
[2021-10-14 00:58:42 main:574] : INFO : Epoch 2003 | loss: 0.031167 | val_loss: 0.0311792 | Time: 2913.78 ms
[2021-10-14 00:58:45 main:574] : INFO : Epoch 2004 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 2803.25 ms
[2021-10-14 00:58:47 main:574] : INFO : Epoch 2005 | loss: 0.0311662 | val_loss: 0.0311779 | Time: 2809.14 ms
[2021-10-14 00:58:50 main:574] : INFO : Epoch 2006 | loss: 0.0311655 | val_loss: 0.0311782 | Time: 2954.46 ms
[2021-10-14 00:58:53 main:574] : INFO : Epoch 2007 | loss: 0.0311636 | val_loss: 0.0311791 | Time: 2972.87 ms
[2021-10-14 00:58:56 main:574] : INFO : Epoch 2008 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 2866.78 ms
[2021-10-14 00:58:59 main:574] : INFO : Epoch 2009 | loss: 0.031165 | val_loss: 0.0311742 | Time: 2974.95 ms
[2021-10-14 00:59:02 main:574] : INFO : Epoch 2010 | loss: 0.0311668 | val_loss: 0.0311791 | Time: 2779.92 ms
[2021-10-14 00:59:05 main:574] : INFO : Epoch 2011 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 2806.83 ms
[2021-10-14 00:59:08 main:574] : INFO : Epoch 2012 | loss: 0.0311664 | val_loss: 0.0311764 | Time: 2798.68 ms
[2021-10-14 00:59:11 main:574] : INFO : Epoch 2013 | loss: 0.0311642 | val_loss: 0.0311812 | Time: 3042.41 ms
[2021-10-14 00:59:14 main:574] : INFO : Epoch 2014 | loss: 0.0311675 | val_loss: 0.0311801 | Time: 2910.92 ms
[2021-10-14 00:59:17 main:574] : INFO : Epoch 2015 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 3016.26 ms
[2021-10-14 00:59:19 main:574] : INFO : Epoch 2016 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 2834.54 ms
[2021-10-14 00:59:22 main:574] : INFO : Epoch 2017 | loss: 0.031166 | val_loss: 0.0311737 | Time: 2767.41 ms
[2021-10-14 00:59:25 main:574] : INFO : Epoch 2018 | loss: 0.0311653 | val_loss: 0.0311754 | Time: 2750.9 ms
[2021-10-14 00:59:28 main:574] : INFO : Epoch 2019 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 2824.16 ms
[2021-10-14 00:59:31 main:574] : INFO : Epoch 2020 | loss: 0.0311645 | val_loss: 0.0311785 | Time: 2963.57 ms
[2021-10-14 00:59:34 main:574] : INFO : Epoch 2021 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 3039.26 ms
[2021-10-14 00:59:37 main:574] : INFO : Epoch 2022 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 2918.3 ms
[2021-10-14 00:59:40 main:574] : INFO : Epoch 2023 | loss: 0.03117 | val_loss: 0.0311728 | Time: 2812.44 ms
[2021-10-14 00:59:42 main:574] : INFO : Epoch 2024 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 2773.39 ms
[2021-10-14 00:59:45 main:574] : INFO : Epoch 2025 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 2812.43 ms
[2021-10-14 00:59:48 main:574] : INFO : Epoch 2026 | loss: 0.0311676 | val_loss: 0.0311752 | Time: 2880.31 ms
[2021-10-14 00:59:51 main:574] : INFO : Epoch 2027 | loss: 0.0311656 | val_loss: 0.0311778 | Time: 2859.64 ms
[2021-10-14 00:59:54 main:574] : INFO : Epoch 2028 | loss: 0.0311777 | val_loss: 0.0311908 | Time: 2868.88 ms
[2021-10-14 00:59:57 main:574] : INFO : Epoch 2029 | loss: 0.0311904 | val_loss: 0.0311885 | Time: 2872 ms
[2021-10-14 01:00:00 main:574] : INFO : Epoch 2030 | loss: 0.0311919 | val_loss: 0.031194 | Time: 2882.78 ms
[2021-10-14 01:00:02 main:574] : INFO : Epoch 2031 | loss: 0.0311942 | val_loss: 0.0311931 | Time: 2787.03 ms
[2021-10-14 01:00:05 main:574] : INFO : Epoch 2032 | loss: 0.0311945 | val_loss: 0.0311939 | Time: 2790.69 ms
[2021-10-14 01:00:08 main:574] : INFO : Epoch 2033 | loss: 0.0311929 | val_loss: 0.0311902 | Time: 2892.66 ms
[2021-10-14 01:00:11 main:574] : INFO : Epoch 2034 | loss: 0.0311914 | val_loss: 0.0311922 | Time: 2976.98 ms
[2021-10-14 01:00:14 main:574] : INFO : Epoch 2035 | loss: 0.0311935 | val_loss: 0.031192 | Time: 2846.49 ms
[2021-10-14 01:00:17 main:574] : INFO : Epoch 2036 | loss: 0.0311912 | val_loss: 0.0311912 | Time: 2822.5 ms
[2021-10-14 01:00:20 main:574] : INFO : Epoch 2037 | loss: 0.031192 | val_loss: 0.0311934 | Time: 2857.26 ms
[2021-10-14 01:00:22 main:574] : INFO : Epoch 2038 | loss: 0.0311884 | val_loss: 0.0311895 | Time: 2780.93 ms
[2021-10-14 01:00:25 main:574] : INFO : Epoch 2039 | loss: 0.0311869 | val_loss: 0.0311901 | Time: 2789.23 ms
[2021-10-14 01:00:28 main:574] : INFO : Epoch 2040 | loss: 0.031187 | val_loss: 0.0311896 | Time: 2969.47 ms
[2021-10-14 01:00:31 main:574] : INFO : Epoch 2041 | loss: 0.0311867 | val_loss: 0.0311887 | Time: 2950.24 ms
[2021-10-14 01:00:34 main:574] : INFO : Epoch 2042 | loss: 0.031186 | val_loss: 0.0311881 | Time: 2870.24 ms
[2021-10-14 01:00:37 main:574] : INFO : Epoch 2043 | loss: 0.031185 | val_loss: 0.0311864 | Time: 2940.47 ms
[2021-10-14 01:00:40 main:574] : INFO : Epoch 2044 | loss: 0.0311853 | val_loss: 0.0311867 | Time: 2817.8 ms
[2021-10-14 01:00:43 main:574] : INFO : Epoch 2045 | loss: 0.0311842 | val_loss: 0.0311945 | Time: 2768.25 ms
[2021-10-14 01:00:46 main:574] : INFO : Epoch 2046 | loss: 0.0311861 | val_loss: 0.0311889 | Time: 2861.15 ms
[2021-10-14 01:00:48 main:574] : INFO : Epoch 2047 | loss: 0.0311847 | val_loss: 0.0311842 | Time: 2884.51 ms
[2021-10-14 01:00:51 main:574] : INFO : Epoch 2048 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 2826.65 ms
[2021-10-14 01:00:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311846
[2021-10-14 01:00:51 main:603] : INFO : Saving end state to config to file
[2021-10-14 01:00:51 main:608] : INFO : Success, exiting..
01:00:51 (1476): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)