Task 7574011
| Name | ParityModified-1631729870-2716-2_0 |
| Workunit | 5231470 |
| Created | 25 Sep 2021, 0:00:47 UTC |
| Sent | 27 Sep 2021, 18:33:17 UTC |
| Report deadline | 4 Oct 2021, 18:33:17 UTC |
| Received | 28 Sep 2021, 8:29:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6772 |
| Run time | 1 hours 38 min 50 sec |
| CPU time | 1 hours 36 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,802.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 03:06 main:574] : INFO : Epoch 1542 | loss: 0.0311842 | val_loss: 0.0311947 | Time: 2795.23 ms [2021-09-28 00:03:09 main:574] : INFO : Epoch 1543 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 2739 ms [2021-09-28 00:03:12 main:574] : INFO : Epoch 1544 | loss: 0.0311865 | val_loss: 0.0311932 | Time: 2799.64 ms [2021-09-28 00:03:15 main:574] : INFO : Epoch 1545 | loss: 0.0311869 | val_loss: 0.0311965 | Time: 2806.46 ms [2021-09-28 00:03:17 main:574] : INFO : Epoch 1546 | loss: 0.0311882 | val_loss: 0.0311971 | Time: 2746.14 ms [2021-09-28 00:03:20 main:574] : INFO : Epoch 1547 | loss: 0.0311908 | val_loss: 0.0311974 | Time: 2790.29 ms [2021-09-28 00:03:23 main:574] : INFO : Epoch 1548 | loss: 0.0311895 | val_loss: 0.0311989 | Time: 2904.9 ms [2021-09-28 00:03:26 main:574] : INFO : Epoch 1549 | loss: 0.0311974 | val_loss: 0.0311994 | Time: 2772.34 ms [2021-09-28 00:03:29 main:574] : INFO : Epoch 1550 | loss: 0.031199 | val_loss: 0.0311976 | Time: 2803.49 ms [2021-09-28 00:03:31 main:574] : INFO : Epoch 1551 | loss: 0.0311971 | val_loss: 0.0311979 | Time: 2836.06 ms [2021-09-28 00:03:34 main:574] : INFO : Epoch 1552 | loss: 0.0311946 | val_loss: 0.0311986 | Time: 2783.25 ms [2021-09-28 00:03:37 main:574] : INFO : Epoch 1553 | loss: 0.031194 | val_loss: 0.0311962 | Time: 2833.48 ms [2021-09-28 00:03:40 main:574] : INFO : Epoch 1554 | loss: 0.0311922 | val_loss: 0.0311963 | Time: 2829.55 ms [2021-09-28 00:03:43 main:574] : INFO : Epoch 1555 | loss: 0.0311921 | val_loss: 0.0312008 | Time: 2777.69 ms [2021-09-28 00:03:46 main:574] : INFO : Epoch 1556 | loss: 0.0311928 | val_loss: 0.0312006 | Time: 2836.76 ms [2021-09-28 00:03:48 main:574] : INFO : Epoch 1557 | loss: 0.0311933 | val_loss: 0.0311996 | Time: 2809.5 ms [2021-09-28 00:03:51 main:574] : INFO : Epoch 1558 | loss: 0.0311909 | val_loss: 0.0311986 | Time: 2931.76 ms [2021-09-28 00:03:54 main:574] : INFO : Epoch 1559 | loss: 0.0311906 | val_loss: 0.0311987 | Time: 2816.82 ms [2021-09-28 00:03:57 main:574] : INFO : Epoch 1560 | loss: 0.0311901 | val_loss: 0.0311993 | Time: 2776.95 ms [2021-09-28 00:04:00 main:574] : INFO : Epoch 1561 | loss: 0.0311919 | val_loss: 0.0312005 | Time: 2872.21 ms [2021-09-28 00:04:03 main:574] : INFO : Epoch 1562 | loss: 0.031191 | val_loss: 0.0311974 | Time: 2825.23 ms [2021-09-28 00:04:05 main:574] : INFO : Epoch 1563 | loss: 0.0311894 | val_loss: 0.0311991 | Time: 2827.05 ms [2021-09-28 00:04:08 main:574] : INFO : Epoch 1564 | loss: 0.0311872 | val_loss: 0.0311962 | Time: 2778.66 ms [2021-09-28 00:04:11 main:574] : INFO : Epoch 1565 | loss: 0.0311865 | val_loss: 0.0311957 | Time: 2870.86 ms [2021-09-28 00:04:14 main:574] : INFO : Epoch 1566 | loss: 0.0311866 | val_loss: 0.0311989 | Time: 2847.22 ms [2021-09-28 00:04:17 main:574] : INFO : Epoch 1567 | loss: 0.0311858 | val_loss: 0.0311941 | Time: 2834.04 ms [2021-09-28 00:04:20 main:574] : INFO : Epoch 1568 | loss: 0.0311854 | val_loss: 0.0311946 | Time: 2776.46 ms [2021-09-28 00:04:22 main:574] : INFO : Epoch 1569 | loss: 0.0311859 | val_loss: 0.0311949 | Time: 2743.8 ms [2021-09-28 00:04:25 main:574] : INFO : Epoch 1570 | loss: 0.0311857 | val_loss: 0.0311931 | Time: 2906.22 ms [2021-09-28 00:04:28 main:574] : INFO : Epoch 1571 | loss: 0.0311847 | val_loss: 0.0311946 | Time: 2797.69 ms [2021-09-28 00:04:31 main:574] : INFO : Epoch 1572 | loss: 0.0311853 | val_loss: 0.0311953 | Time: 2808.36 ms [2021-09-28 00:04:34 main:574] : INFO : Epoch 1573 | loss: 0.0311851 | val_loss: 0.0311915 | Time: 2966.16 ms [2021-09-28 00:04:37 main:574] : INFO : Epoch 1574 | loss: 0.0311832 | val_loss: 0.0311924 | Time: 2754.99 ms [2021-09-28 00:04:39 main:574] : INFO : Epoch 1575 | loss: 0.0311832 | val_loss: 0.0311931 | Time: 2825.14 ms [2021-09-28 00:04:42 main:574] : INFO : Epoch 1576 | loss: 0.031185 | val_loss: 0.0311961 | Time: 2880.5 ms [2021-09-28 00:04:45 main:574] : INFO : Epoch 1577 | loss: 0.0311839 | val_loss: 0.0311932 | Time: 2769.67 ms [2021-09-28 00:04:48 main:574] : INFO : Epoch 1578 | loss: 0.0311824 | val_loss: 0.0311929 | Time: 2882.49 ms [2021-09-28 00:04:51 main:574] : INFO : Epoch 1579 | loss: 0.0311819 | val_loss: 0.0311939 | Time: 2779.39 ms [2021-09-28 00:04:54 main:574] : INFO : Epoch 1580 | loss: 0.0311847 | val_loss: 0.0311935 | Time: 2751.31 ms [2021-09-28 00:04:56 main:574] : INFO : Epoch 1581 | loss: 0.0311853 | val_loss: 0.0311968 | Time: 2742.65 ms [2021-09-28 00:04:59 main:574] : INFO : Epoch 1582 | loss: 0.0311833 | val_loss: 0.0312019 | Time: 2708.04 ms [2021-09-28 00:05:02 main:574] : INFO : Epoch 1583 | loss: 0.0311837 | val_loss: 0.0311926 | Time: 2909.53 ms [2021-09-28 00:05:05 main:574] : INFO : Epoch 1584 | loss: 0.0311841 | val_loss: 0.0311952 | Time: 2774.04 ms [2021-09-28 00:05:08 main:574] : INFO : Epoch 1585 | loss: 0.0311841 | val_loss: 0.0311942 | Time: 2843.67 ms [2021-09-28 00:05:10 main:574] : INFO : Epoch 1586 | loss: 0.0311816 | val_loss: 0.0311947 | Time: 2863.02 ms [2021-09-28 00:05:13 main:574] : INFO : Epoch 1587 | loss: 0.031183 | val_loss: 0.0311944 | Time: 2691.81 ms [2021-09-28 00:05:16 main:574] : INFO : Epoch 1588 | loss: 0.0311813 | val_loss: 0.031193 | Time: 2854.15 ms [2021-09-28 00:05:19 main:574] : INFO : Epoch 1589 | loss: 0.0311807 | val_loss: 0.0311925 | Time: 2855.45 ms [2021-09-28 00:05:22 main:574] : INFO : Epoch 1590 | loss: 0.0311818 | val_loss: 0.0311921 | Time: 2738.5 ms [2021-09-28 00:05:25 main:574] : INFO : Epoch 1591 | loss: 0.0311813 | val_loss: 0.0311945 | Time: 2970.12 ms [2021-09-28 00:05:27 main:574] : INFO : Epoch 1592 | loss: 0.0311822 | val_loss: 0.0311912 | Time: 2713.33 ms [2021-09-28 00:05:30 main:574] : INFO : Epoch 1593 | loss: 0.0311822 | val_loss: 0.0311939 | Time: 2741.58 ms [2021-09-28 00:05:33 main:574] : INFO : Epoch 1594 | loss: 0.0311835 | val_loss: 0.0311997 | Time: 2788.79 ms [2021-09-28 00:05:36 main:574] : INFO : Epoch 1595 | loss: 0.0311828 | val_loss: 0.0311931 | Time: 2710.11 ms [2021-09-28 00:05:39 main:574] : INFO : Epoch 1596 | loss: 0.0311813 | val_loss: 0.0311917 | Time: 2924.39 ms [2021-09-28 00:05:41 main:574] : INFO : Epoch 1597 | loss: 0.031182 | val_loss: 0.0311926 | Time: 2797.87 ms [2021-09-28 00:05:44 main:574] : INFO : Epoch 1598 | loss: 0.0311821 | val_loss: 0.0311932 | Time: 2825.22 ms [2021-09-28 00:05:47 main:574] : INFO : Epoch 1599 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 2760.39 ms [2021-09-28 00:05:50 main:574] : INFO : Epoch 1600 | loss: 0.0311849 | val_loss: 0.0311968 | Time: 2846.25 ms [2021-09-28 00:05:53 main:574] : INFO : Epoch 1601 | loss: 0.0312021 | val_loss: 0.0312 | Time: 2907.15 ms [2021-09-28 00:05:55 main:574] : INFO : Epoch 1602 | loss: 0.0311964 | val_loss: 0.0312041 | Time: 2796.76 ms [2021-09-28 00:05:58 main:574] : INFO : Epoch 1603 | loss: 0.031193 | val_loss: 0.0311968 | Time: 2836.12 ms [2021-09-28 00:06:01 main:574] : INFO : Epoch 1604 | loss: 0.0311901 | val_loss: 0.0311952 | Time: 2724.25 ms [2021-09-28 00:06:04 main:574] : INFO : Epoch 1605 | loss: 0.0311878 | val_loss: 0.0311938 | Time: 2765.17 ms [2021-09-28 00:06:07 main:574] : INFO : Epoch 1606 | loss: 0.0311866 | val_loss: 0.0311936 | Time: 2837.28 ms [2021-09-28 00:06:09 main:574] : INFO : Epoch 1607 | loss: 0.0311873 | val_loss: 0.0311928 | Time: 2725.55 ms [2021-09-28 00:06:12 main:574] : INFO : Epoch 1608 | loss: 0.0311887 | val_loss: 0.0311934 | Time: 2834.67 ms [2021-09-28 00:06:15 main:574] : INFO : Epoch 1609 | loss: 0.0311866 | val_loss: 0.0311936 | Time: 2917.49 ms [2021-09-28 00:06:18 main:574] : INFO : Epoch 1610 | loss: 0.0311859 | val_loss: 0.0311961 | Time: 2720.2 ms [2021-09-28 00:06:21 main:574] : INFO : Epoch 1611 | loss: 0.0311847 | val_loss: 0.0311951 | Time: 2893.17 ms [2021-09-28 00:06:24 main:574] : INFO : Epoch 1612 | loss: 0.0311843 | val_loss: 0.0311963 | Time: 2727.31 ms [2021-09-28 00:06:26 main:574] : INFO : Epoch 1613 | loss: 0.031184 | val_loss: 0.0311938 | Time: 2900.51 ms [2021-09-28 00:06:29 main:574] : INFO : Epoch 1614 | loss: 0.031184 | val_loss: 0.0311932 | Time: 2876.68 ms [2021-09-28 00:06:32 main:574] : INFO : Epoch 1615 | loss: 0.0311846 | val_loss: 0.0311927 | Time: 2904.5 ms [2021-09-28 00:06:35 main:574] : INFO : Epoch 1616 | loss: 0.0311873 | val_loss: 0.0311975 | Time: 2860.89 ms [2021-09-28 00:06:38 main:574] : INFO : Epoch 1617 | loss: 0.0311887 | val_loss: 0.0311952 | Time: 2755.46 ms [2021-09-28 00:06:41 main:574] : INFO : Epoch 1618 | loss: 0.0311845 | val_loss: 0.0311944 | Time: 2787.77 ms [2021-09-28 00:06:44 main:574] : INFO : Epoch 1619 | loss: 0.0311845 | val_loss: 0.0311932 | Time: 2837.31 ms [2021-09-28 00:06:46 main:574] : INFO : Epoch 1620 | loss: 0.0311835 | val_loss: 0.0311929 | Time: 2774.38 ms [2021-09-28 00:06:49 main:574] : INFO : Epoch 1621 | loss: 0.0311839 | val_loss: 0.0311919 | Time: 2861.81 ms [2021-09-28 00:06:52 main:574] : INFO : Epoch 1622 | loss: 0.0311837 | val_loss: 0.0311926 | Time: 2789.8 ms [2021-09-28 00:06:55 main:574] : INFO : Epoch 1623 | loss: 0.0311833 | val_loss: 0.031193 | Time: 2803.1 ms [2021-09-28 00:06:58 main:574] : INFO : Epoch 1624 | loss: 0.0311838 | val_loss: 0.0311943 | Time: 2899.13 ms [2021-09-28 00:07:00 main:574] : INFO : Epoch 1625 | loss: 0.031183 | val_loss: 0.0311928 | Time: 2737.69 ms [2021-09-28 00:07:03 main:574] : INFO : Epoch 1626 | loss: 0.0311831 | val_loss: 0.0311925 | Time: 2949.83 ms [2021-09-28 00:07:06 main:574] : INFO : Epoch 1627 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 2763.28 ms [2021-09-28 00:07:09 main:574] : INFO : Epoch 1628 | loss: 0.0311835 | val_loss: 0.0311959 | Time: 2767.7 ms [2021-09-28 00:07:12 main:574] : INFO : Epoch 1629 | loss: 0.0311858 | val_loss: 0.0311952 | Time: 2829.69 ms [2021-09-28 00:07:15 main:574] : INFO : Epoch 1630 | loss: 0.031189 | val_loss: 0.0311979 | Time: 2841.68 ms [2021-09-28 00:07:18 main:574] : INFO : Epoch 1631 | loss: 0.0311857 | val_loss: 0.0312012 | Time: 2878.62 ms [2021-09-28 00:07:20 main:574] : INFO : Epoch 1632 | loss: 0.0311874 | val_loss: 0.0311927 | Time: 2731.34 ms [2021-09-28 00:07:23 main:574] : INFO : Epoch 1633 | loss: 0.0311834 | val_loss: 0.0311958 | Time: 2915.3 ms [2021-09-28 00:07:26 main:574] : INFO : Epoch 1634 | loss: 0.0311828 | val_loss: 0.031192 | Time: 2818.6 ms [2021-09-28 00:07:29 main:574] : INFO : Epoch 1635 | loss: 0.0311827 | val_loss: 0.0311935 | Time: 2819.96 ms [2021-09-28 00:07:32 main:574] : INFO : Epoch 1636 | loss: 0.0311838 | val_loss: 0.0311933 | Time: 2783.83 ms [2021-09-28 00:07:34 main:574] : INFO : Epoch 1637 | loss: 0.0311837 | val_loss: 0.0311955 | Time: 2785.93 ms [2021-09-28 00:07:37 main:574] : INFO : Epoch 1638 | loss: 0.0311827 | val_loss: 0.0311947 | Time: 2854.51 ms [2021-09-28 00:07:40 main:574] : INFO : Epoch 1639 | loss: 0.0311822 | val_loss: 0.0311924 | Time: 2760.06 ms [2021-09-28 00:07:43 main:574] : INFO : Epoch 1640 | loss: 0.0311809 | val_loss: 0.0311942 | Time: 2667.61 ms [2021-09-28 00:07:46 main:574] : INFO : Epoch 1641 | loss: 0.0311813 | val_loss: 0.0311947 | Time: 2811.24 ms [2021-09-28 00:07:48 main:574] : INFO : Epoch 1642 | loss: 0.031181 | val_loss: 0.0311929 | Time: 2674.07 ms [2021-09-28 00:07:51 main:574] : INFO : Epoch 1643 | loss: 0.0311811 | val_loss: 0.0311947 | Time: 2807.85 ms [2021-09-28 00:07:54 main:574] : INFO : Epoch 1644 | loss: 0.0311799 | val_loss: 0.0311945 | Time: 2842.94 ms [2021-09-28 00:07:57 main:574] : INFO : Epoch 1645 | loss: 0.0311802 | val_loss: 0.0311944 | Time: 2788.46 ms [2021-09-28 00:08:00 main:574] : INFO : Epoch 1646 | loss: 0.0311804 | val_loss: 0.0311936 | Time: 2986.42 ms [2021-09-28 00:08:02 main:574] : INFO : Epoch 1647 | loss: 0.0311794 | val_loss: 0.0311947 | Time: 2782.13 ms [2021-09-28 00:08:05 main:574] : INFO : Epoch 1648 | loss: 0.0311803 | val_loss: 0.0311915 | Time: 2837.02 ms [2021-09-28 00:08:08 main:574] : INFO : Epoch 1649 | loss: 0.0311812 | val_loss: 0.0311897 | Time: 2860.6 ms [2021-09-28 00:08:11 main:574] : INFO : Epoch 1650 | loss: 0.0311806 | val_loss: 0.0311928 | Time: 2778.02 ms [2021-09-28 00:08:14 main:574] : INFO : Epoch 1651 | loss: 0.0311816 | val_loss: 0.0311903 | Time: 2975.69 ms [2021-09-28 00:08:17 main:574] : INFO : Epoch 1652 | loss: 0.0311816 | val_loss: 0.0311912 | Time: 2783.97 ms [2021-09-28 00:08:20 main:574] : INFO : Epoch 1653 | loss: 0.0311807 | val_loss: 0.0311925 | Time: 2982.32 ms [2021-09-28 00:08:23 main:574] : INFO : Epoch 1654 | loss: 0.0311808 | val_loss: 0.0311909 | Time: 2853.62 ms [2021-09-28 00:08:25 main:574] : INFO : Epoch 1655 | loss: 0.031183 | val_loss: 0.0312009 | Time: 2829.26 ms [2021-09-28 00:08:28 main:574] : INFO : Epoch 1656 | loss: 0.031181 | val_loss: 0.0311934 | Time: 2930 ms [2021-09-28 00:08:31 main:574] : INFO : Epoch 1657 | loss: 0.0311796 | val_loss: 0.0311923 | Time: 2720.25 ms [2021-09-28 00:08:34 main:574] : INFO : Epoch 1658 | loss: 0.0311814 | val_loss: 0.0311945 | Time: 2841.48 ms [2021-09-28 00:08:37 main:574] : INFO : Epoch 1659 | loss: 0.0311795 | val_loss: 0.0311919 | Time: 2738.55 ms [2021-09-28 00:08:39 main:574] : INFO : Epoch 1660 | loss: 0.0311801 | val_loss: 0.0311975 | Time: 2750.05 ms [2021-09-28 00:08:42 main:574] : INFO : Epoch 1661 | loss: 0.0311831 | val_loss: 0.0311949 | Time: 2861.51 ms [2021-09-28 00:08:45 main:574] : INFO : Epoch 1662 | loss: 0.0311837 | val_loss: 0.0311929 | Time: 2812.86 ms [2021-09-28 00:08:48 main:574] : INFO : Epoch 1663 | loss: 0.0311827 | val_loss: 0.0311922 | Time: 2880.93 ms [2021-09-28 00:08:51 main:574] : INFO : Epoch 1664 | loss: 0.0311835 | val_loss: 0.0311986 | Time: 2801.74 ms [2021-09-28 00:08:54 main:574] : INFO : Epoch 1665 | loss: 0.0311827 | val_loss: 0.0311952 | Time: 2745.58 ms [2021-09-28 00:08:56 main:574] : INFO : Epoch 1666 | loss: 0.031181 | val_loss: 0.0311956 | Time: 2876.2 ms [2021-09-28 00:08:59 main:574] : INFO : Epoch 1667 | loss: 0.0311805 | val_loss: 0.0311924 | Time: 2782.96 ms [2021-09-28 00:09:02 main:574] : INFO : Epoch 1668 | loss: 0.0311805 | val_loss: 0.0311918 | Time: 2839.38 ms [2021-09-28 00:09:05 main:574] : INFO : Epoch 1669 | loss: 0.0311792 | val_loss: 0.0311925 | Time: 2917.19 ms [2021-09-28 00:09:08 main:574] : INFO : Epoch 1670 | loss: 0.0311789 | val_loss: 0.0311898 | Time: 2850.62 ms [2021-09-28 00:09:11 main:574] : INFO : Epoch 1671 | loss: 0.0311785 | val_loss: 0.0311893 | Time: 2918.11 ms [2021-09-28 00:09:14 main:574] : INFO : Epoch 1672 | loss: 0.031178 | val_loss: 0.03119 | Time: 2828.76 ms [2021-09-28 00:09:17 main:574] : INFO : Epoch 1673 | loss: 0.0311784 | val_loss: 0.0311898 | Time: 2880.07 ms [2021-09-28 00:09:19 main:574] : INFO : Epoch 1674 | loss: 0.0311787 | val_loss: 0.0311913 | Time: 2775.47 ms [2021-09-28 00:09:22 main:574] : INFO : Epoch 1675 | loss: 0.0311794 | val_loss: 0.0311928 | Time: 2792.04 ms [2021-09-28 00:09:25 main:574] : INFO : Epoch 1676 | loss: 0.0311792 | val_loss: 0.0311933 | Time: 2727.26 ms [2021-09-28 00:09:28 main:574] : INFO : Epoch 1677 | loss: 0.0311771 | val_loss: 0.0311919 | Time: 2721.3 ms [2021-09-28 00:09:30 main:574] : INFO : Epoch 1678 | loss: 0.0311808 | val_loss: 0.0311929 | Time: 2913.5 ms [2021-09-28 00:09:33 main:574] : INFO : Epoch 1679 | loss: 0.03118 | val_loss: 0.0311928 | Time: 2805.88 ms [2021-09-28 00:09:36 main:574] : INFO : Epoch 1680 | loss: 0.0311806 | val_loss: 0.0311938 | Time: 2938.03 ms [2021-09-28 00:09:39 main:574] : INFO : Epoch 1681 | loss: 0.0311796 | val_loss: 0.0311923 | Time: 2789.34 ms [2021-09-28 00:09:42 main:574] : INFO : Epoch 1682 | loss: 0.0311797 | val_loss: 0.0311922 | Time: 2857.6 ms [2021-09-28 00:09:45 main:574] : INFO : Epoch 1683 | loss: 0.031178 | val_loss: 0.0311919 | Time: 3001.35 ms [2021-09-28 00:09:48 main:574] : INFO : Epoch 1684 | loss: 0.0311788 | val_loss: 0.0311902 | Time: 2780.66 ms [2021-09-28 00:09:51 main:574] : INFO : Epoch 1685 | loss: 0.0311793 | val_loss: 0.0311894 | Time: 2835.32 ms [2021-09-28 00:09:54 main:574] : INFO : Epoch 1686 | loss: 0.0311794 | val_loss: 0.0311908 | Time: 2978.77 ms [2021-09-28 00:09:56 main:574] : INFO : Epoch 1687 | loss: 0.0311789 | val_loss: 0.0311904 | Time: 2925.95 ms [2021-09-28 00:09:59 main:574] : INFO : Epoch 1688 | loss: 0.0311775 | val_loss: 0.0311908 | Time: 2801.14 ms [2021-09-28 00:10:02 main:574] : INFO : Epoch 1689 | loss: 0.0311789 | val_loss: 0.0311928 | Time: 2696.12 ms [2021-09-28 00:10:05 main:574] : INFO : Epoch 1690 | loss: 0.03118 | val_loss: 0.0311904 | Time: 2757.81 ms [2021-09-28 00:10:08 main:574] : INFO : Epoch 1691 | loss: 0.0311813 | val_loss: 0.0311915 | Time: 2848.47 ms [2021-09-28 00:10:10 main:574] : INFO : Epoch 1692 | loss: 0.0311802 | val_loss: 0.0311908 | Time: 2748.08 ms [2021-09-28 00:10:13 main:574] : INFO : Epoch 1693 | loss: 0.0311801 | val_loss: 0.0311916 | Time: 2949.55 ms [2021-09-28 00:10:16 main:574] : INFO : Epoch 1694 | loss: 0.0311799 | val_loss: 0.0311966 | Time: 2683.09 ms [2021-09-28 00:10:19 main:574] : INFO : Epoch 1695 | loss: 0.0311841 | val_loss: 0.0312 | Time: 2991.53 ms [2021-09-28 00:10:22 main:574] : INFO : Epoch 1696 | loss: 0.0311823 | val_loss: 0.0311916 | Time: 2769.83 ms [2021-09-28 00:10:25 main:574] : INFO : Epoch 1697 | loss: 0.031196 | val_loss: 0.0312105 | Time: 2870.05 ms [2021-09-28 00:10:28 main:574] : INFO : Epoch 1698 | loss: 0.0312215 | val_loss: 0.0312202 | Time: 2861.97 ms [2021-09-28 00:10:30 main:574] : INFO : Epoch 1699 | loss: 0.0312051 | val_loss: 0.0312038 | Time: 2667.02 ms [2021-09-28 00:10:33 main:574] : INFO : Epoch 1700 | loss: 0.0312024 | val_loss: 0.0311977 | Time: 2870.49 ms [2021-09-28 00:10:36 main:574] : INFO : Epoch 1701 | loss: 0.0311924 | val_loss: 0.0311934 | Time: 2844.36 ms [2021-09-28 00:10:39 main:574] : INFO : Epoch 1702 | loss: 0.0311874 | val_loss: 0.0311966 | Time: 2947.51 ms [2021-09-28 00:10:42 main:574] : INFO : Epoch 1703 | loss: 0.0311886 | val_loss: 0.0311931 | Time: 2818.44 ms [2021-09-28 00:10:44 main:574] : INFO : Epoch 1704 | loss: 0.031186 | val_loss: 0.0311947 | Time: 2769.49 ms [2021-09-28 00:10:47 main:574] : INFO : Epoch 1705 | loss: 0.0311863 | val_loss: 0.0311918 | Time: 2801.46 ms [2021-09-28 00:10:50 main:574] : INFO : Epoch 1706 | loss: 0.0311858 | val_loss: 0.0311924 | Time: 2741.71 ms [2021-09-28 00:10:53 main:574] : INFO : Epoch 1707 | loss: 0.031185 | val_loss: 0.0311937 | Time: 2779.02 ms [2021-09-28 00:10:56 main:574] : INFO : Epoch 1708 | loss: 0.031188 | val_loss: 0.0311949 | Time: 2749.7 ms [2021-09-28 00:10:58 main:574] : INFO : Epoch 1709 | loss: 0.0311976 | val_loss: 0.0311991 | Time: 2811.15 ms [2021-09-28 00:11:01 main:574] : INFO : Epoch 1710 | loss: 0.0311978 | val_loss: 0.0311994 | Time: 2861.12 ms [2021-09-28 00:11:04 main:574] : INFO : Epoch 1711 | loss: 0.0311952 | val_loss: 0.0311971 | Time: 2728.57 ms [2021-09-28 00:11:07 main:574] : INFO : Epoch 1712 | loss: 0.031192 | val_loss: 0.0311945 | Time: 2958.7 ms [2021-09-28 00:11:10 main:574] : INFO : Epoch 1713 | loss: 0.0311903 | val_loss: 0.0311966 | Time: 2959.13 ms [2021-09-28 00:11:13 main:574] : INFO : Epoch 1714 | loss: 0.0311888 | val_loss: 0.0311955 | Time: 2738.67 ms [2021-09-28 00:11:16 main:574] : INFO : Epoch 1715 | loss: 0.0311885 | val_loss: 0.0311942 | Time: 2967.12 ms [2021-09-28 00:11:19 main:574] : INFO : Epoch 1716 | loss: 0.031188 | val_loss: 0.0311961 | Time: 2881.72 ms [2021-09-28 00:11:22 main:574] : INFO : Epoch 1717 | loss: 0.0311908 | val_loss: 0.0311997 | Time: 2961.47 ms [2021-09-28 00:11:24 main:574] : INFO : Epoch 1718 | loss: 0.0311888 | val_loss: 0.0311923 | Time: 2799.25 ms [2021-09-28 00:11:27 main:574] : INFO : Epoch 1719 | loss: 0.0311874 | val_loss: 0.0311927 | Time: 2657.28 ms [2021-09-28 00:11:30 main:574] : INFO : Epoch 1720 | loss: 0.0311868 | val_loss: 0.0311934 | Time: 2848.86 ms [2021-09-28 00:11:33 main:574] : INFO : Epoch 1721 | loss: 0.031187 | val_loss: 0.0311941 | Time: 2829 ms [2021-09-28 00:11:35 main:574] : INFO : Epoch 1722 | loss: 0.0311855 | val_loss: 0.0311957 | Time: 2744.49 ms [2021-09-28 00:11:38 main:574] : INFO : Epoch 1723 | loss: 0.0311859 | val_loss: 0.0311944 | Time: 2830.14 ms [2021-09-28 00:11:41 main:574] : INFO : Epoch 1724 | loss: 0.0311858 | val_loss: 0.0311925 | Time: 2775.24 ms [2021-09-28 00:11:44 main:574] : INFO : Epoch 1725 | loss: 0.0311844 | val_loss: 0.0311953 | Time: 2801.36 ms [2021-09-28 00:11:47 main:574] : INFO : Epoch 1726 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 2755.61 ms [2021-09-28 00:11:49 main:574] : INFO : Epoch 1727 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 2734.99 ms [2021-09-28 00:11:52 main:574] : INFO : Epoch 1728 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 2865.79 ms [2021-09-28 00:11:55 main:574] : INFO : Epoch 1729 | loss: 0.0311842 | val_loss: 0.0311914 | Time: 2754.43 ms [2021-09-28 00:11:58 main:574] : INFO : Epoch 1730 | loss: 0.0311846 | val_loss: 0.0311916 | Time: 2812.67 ms [2021-09-28 00:12:01 main:574] : INFO : Epoch 1731 | loss: 0.0311868 | val_loss: 0.0311933 | Time: 2799.64 ms [2021-09-28 00:12:03 main:574] : INFO : Epoch 1732 | loss: 0.0311858 | val_loss: 0.0311989 | Time: 2782.31 ms [2021-09-28 00:12:06 main:574] : INFO : Epoch 1733 | loss: 0.0311879 | val_loss: 0.031193 | Time: 2933.4 ms [2021-09-28 00:12:09 main:574] : INFO : Epoch 1734 | loss: 0.0311856 | val_loss: 0.0311916 | Time: 2769.08 ms [2021-09-28 00:12:12 main:574] : INFO : Epoch 1735 | loss: 0.0311843 | val_loss: 0.0311934 | Time: 2936.13 ms [2021-09-28 00:12:15 main:574] : INFO : Epoch 1736 | loss: 0.0311822 | val_loss: 0.0311911 | Time: 2767.78 ms [2021-09-28 00:12:18 main:574] : INFO : Epoch 1737 | loss: 0.0311818 | val_loss: 0.0311917 | Time: 2767.06 ms [2021-09-28 00:12:21 main:574] : INFO : Epoch 1738 | loss: 0.031183 | val_loss: 0.0311919 | Time: 2861.18 ms [2021-09-28 00:12:23 main:574] : INFO : Epoch 1739 | loss: 0.0311834 | val_loss: 0.0311953 | Time: 2743.07 ms [2021-09-28 00:12:26 main:574] : INFO : Epoch 1740 | loss: 0.0311841 | val_loss: 0.0311928 | Time: 2829.4 ms [2021-09-28 00:12:29 main:574] : INFO : Epoch 1741 | loss: 0.0311833 | val_loss: 0.0311953 | Time: 2759.33 ms [2021-09-28 00:12:32 main:574] : INFO : Epoch 1742 | loss: 0.0311822 | val_loss: 0.031192 | Time: 2738.2 ms [2021-09-28 00:12:34 main:574] : INFO : Epoch 1743 | loss: 0.0311823 | val_loss: 0.0311933 | Time: 2814.3 ms [2021-09-28 00:12:37 main:574] : INFO : Epoch 1744 | loss: 0.0311825 | val_loss: 0.0311917 | Time: 2825.15 ms [2021-09-28 00:12:40 main:574] : INFO : Epoch 1745 | loss: 0.0311844 | val_loss: 0.0311956 | Time: 2834.88 ms [2021-09-28 00:12:43 main:574] : INFO : Epoch 1746 | loss: 0.031183 | val_loss: 0.0311904 | Time: 2823.42 ms [2021-09-28 00:12:46 main:574] : INFO : Epoch 1747 | loss: 0.0311828 | val_loss: 0.031198 | Time: 2837.92 ms [2021-09-28 00:12:49 main:574] : INFO : Epoch 1748 | loss: 0.0311816 | val_loss: 0.0311902 | Time: 2867.66 ms [2021-09-28 00:12:51 main:574] : INFO : Epoch 1749 | loss: 0.0311814 | val_loss: 0.0311944 | Time: 2747.56 ms [2021-09-28 00:12:54 main:574] : INFO : Epoch 1750 | loss: 0.0311818 | val_loss: 0.0311903 | Time: 2988.85 ms [2021-09-28 00:12:57 main:574] : INFO : Epoch 1751 | loss: 0.0311804 | val_loss: 0.03119 | Time: 2925.31 ms [2021-09-28 00:13:00 main:574] : INFO : Epoch 1752 | loss: 0.0311821 | val_loss: 0.0311927 | Time: 2778.56 ms [2021-09-28 00:13:03 main:574] : INFO : Epoch 1753 | loss: 0.0311807 | val_loss: 0.03119 | Time: 2868.02 ms [2021-09-28 00:13:06 main:574] : INFO : Epoch 1754 | loss: 0.031181 | val_loss: 0.031191 | Time: 2651.71 ms [2021-09-28 00:13:09 main:574] : INFO : Epoch 1755 | loss: 0.0311803 | val_loss: 0.0311893 | Time: 2867.48 ms [2021-09-28 00:13:11 main:574] : INFO : Epoch 1756 | loss: 0.0311814 | val_loss: 0.0311934 | Time: 2770.39 ms [2021-09-28 00:13:14 main:574] : INFO : Epoch 1757 | loss: 0.0311792 | val_loss: 0.031191 | Time: 2794.74 ms [2021-09-28 00:13:17 main:574] : INFO : Epoch 1758 | loss: 0.0311799 | val_loss: 0.0311894 | Time: 2827.77 ms [2021-09-28 00:13:20 main:574] : INFO : Epoch 1759 | loss: 0.0311794 | val_loss: 0.0311895 | Time: 2887.22 ms [2021-09-28 00:13:23 main:574] : INFO : Epoch 1760 | loss: 0.0311792 | val_loss: 0.0311899 | Time: 2877.03 ms [2021-09-28 00:13:26 main:574] : INFO : Epoch 1761 | loss: 0.0311789 | val_loss: 0.0311895 | Time: 2907.53 ms [2021-09-28 00:13:29 main:574] : INFO : Epoch 1762 | loss: 0.0311784 | val_loss: 0.0311902 | Time: 2920.75 ms [2021-09-28 00:13:31 main:574] : INFO : Epoch 1763 | loss: 0.0311779 | val_loss: 0.0311907 | Time: 2892.36 ms [2021-09-28 00:13:36 main:574] : INFO : Epoch 1764 | loss: 0.0311791 | val_loss: 0.0311897 | Time: 2956.31 ms [2021-09-28 00:13:39 main:574] : INFO : Epoch 1765 | loss: 0.0311789 | val_loss: 0.031194 | Time: 2947.42 ms [2021-09-28 00:13:42 main:574] : INFO : Epoch 1766 | loss: 0.031179 | val_loss: 0.0311913 | Time: 3050.34 ms [2021-09-28 00:13:44 main:574] : INFO : Epoch 1767 | loss: 0.0311793 | val_loss: 0.0311899 | Time: 2919.48 ms [2021-09-28 00:13:48 main:574] : INFO : Epoch 1768 | loss: 0.0311791 | val_loss: 0.0311914 | Time: 3008.36 ms [2021-09-28 00:14:01 main:574] : INFO : Epoch 1769 | loss: 0.031178 | val_loss: 0.0311915 | Time: 13261 ms [2021-09-28 00:14:04 main:574] : INFO : Epoch 1770 | loss: 0.031179 | val_loss: 0.0311908 | Time: 3079.96 ms [2021-09-28 00:14:07 main:574] : INFO : Epoch 1771 | loss: 0.0311779 | val_loss: 0.0311901 | Time: 3236.13 ms [2021-09-28 00:14:20 main:574] : INFO : Epoch 1772 | loss: 0.0311788 | val_loss: 0.0311913 | Time: 13323.7 ms [2021-09-28 00:14:23 main:574] : INFO : Epoch 1773 | loss: 0.0311784 | val_loss: 0.0311914 | Time: 2965.2 ms [2021-09-28 00:14:26 main:574] : INFO : Epoch 1774 | loss: 0.0311781 | val_loss: 0.0311904 | Time: 2843.51 ms [2021-09-28 00:14:29 main:574] : INFO : Epoch 1775 | loss: 0.0311792 | val_loss: 0.0311899 | Time: 2867.33 ms [2021-09-28 00:14:32 main:574] : INFO : Epoch 1776 | loss: 0.0311774 | val_loss: 0.0311903 | Time: 2829.72 ms [2021-09-28 00:14:35 main:574] : INFO : Epoch 1777 | loss: 0.0311775 | val_loss: 0.0311904 | Time: 2921.09 ms [2021-09-28 00:14:38 main:574] : INFO : Epoch 1778 | loss: 0.0311802 | val_loss: 0.0311906 | Time: 2917.74 ms [2021-09-28 00:14:41 main:574] : INFO : Epoch 1779 | loss: 0.031182 | val_loss: 0.0311908 | Time: 2868.33 ms [2021-09-28 00:14:45 main:574] : INFO : Epoch 1780 | loss: 0.0311799 | val_loss: 0.0311993 | Time: 2847.11 ms [2021-09-28 00:14:48 main:574] : INFO : Epoch 1781 | loss: 0.0311809 | val_loss: 0.0311896 | Time: 2946.63 ms [2021-09-28 00:14:51 main:574] : INFO : Epoch 1782 | loss: 0.0311778 | val_loss: 0.031191 | Time: 2821.01 ms [2021-09-28 00:14:54 main:574] : INFO : Epoch 1783 | loss: 0.0311787 | val_loss: 0.031188 | Time: 2916.8 ms [2021-09-28 00:14:56 main:574] : INFO : Epoch 1784 | loss: 0.031178 | val_loss: 0.0311901 | Time: 2772.21 ms [2021-09-28 00:14:59 main:574] : INFO : Epoch 1785 | loss: 0.0311777 | val_loss: 0.0311895 | Time: 2961.19 ms [2021-09-28 00:15:02 main:574] : INFO : Epoch 1786 | loss: 0.0311779 | val_loss: 0.031191 | Time: 2848.92 ms [2021-09-28 00:15:05 main:574] : INFO : Epoch 1787 | loss: 0.0311781 | val_loss: 0.0311913 | Time: 2743.07 ms [2021-09-28 00:15:08 main:574] : INFO : Epoch 1788 | loss: 0.0311791 | val_loss: 0.0311892 | Time: 2978.87 ms [2021-09-28 00:15:11 main:574] : INFO : Epoch 1789 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 2849.79 ms [2021-09-28 00:15:15 main:574] : INFO : Epoch 1790 | loss: 0.0311846 | val_loss: 0.0311918 | Time: 2845.06 ms [2021-09-28 00:15:17 main:574] : INFO : Epoch 1791 | loss: 0.0311863 | val_loss: 0.0311973 | Time: 2888.42 ms [2021-09-28 00:15:21 main:574] : INFO : Epoch 1792 | loss: 0.0311861 | val_loss: 0.031189 | Time: 3041.75 ms [2021-09-28 00:15:24 main:574] : INFO : Epoch 1793 | loss: 0.031183 | val_loss: 0.0311917 | Time: 3056.53 ms [2021-09-28 00:15:27 main:574] : INFO : Epoch 1794 | loss: 0.0311818 | val_loss: 0.0311918 | Time: 2951.27 ms [2021-09-28 00:15:30 main:574] : INFO : Epoch 1795 | loss: 0.0311817 | val_loss: 0.0311894 | Time: 3018.88 ms [2021-09-28 00:15:33 main:574] : INFO : Epoch 1796 | loss: 0.0311819 | val_loss: 0.031191 | Time: 2797.89 ms [2021-09-28 00:15:36 main:574] : INFO : Epoch 1797 | loss: 0.0311806 | val_loss: 0.0311908 | Time: 2886.98 ms [2021-09-28 00:15:39 main:574] : INFO : Epoch 1798 | loss: 0.0311805 | val_loss: 0.0311895 | Time: 2885.07 ms [2021-09-28 00:15:42 main:574] : INFO : Epoch 1799 | loss: 0.0311803 | val_loss: 0.0311885 | Time: 2841.86 ms [2021-09-28 00:15:45 main:574] : INFO : Epoch 1800 | loss: 0.03118 | val_loss: 0.0311911 | Time: 2943.95 ms [2021-09-28 00:15:49 main:574] : INFO : Epoch 1801 | loss: 0.0311798 | val_loss: 0.0311893 | Time: 2829.89 ms [2021-09-28 00:15:52 main:574] : INFO : Epoch 1802 | loss: 0.0311805 | val_loss: 0.0311905 | Time: 2875.82 ms [2021-09-28 00:15:55 main:574] : INFO : Epoch 1803 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 2762.04 ms [2021-09-28 00:15:58 main:574] : INFO : Epoch 1804 | loss: 0.031181 | val_loss: 0.0311948 | Time: 2842.41 ms [2021-09-28 00:16:01 main:574] : INFO : Epoch 1805 | loss: 0.0311833 | val_loss: 0.0311938 | Time: 2959.39 ms [2021-09-28 00:16:04 main:574] : INFO : Epoch 1806 | loss: 0.0311806 | val_loss: 0.0311886 | Time: 2827.28 ms [2021-09-28 00:16:07 main:574] : INFO : Epoch 1807 | loss: 0.0311806 | val_loss: 0.0311911 | Time: 2819.24 ms [2021-09-28 00:16:09 main:574] : INFO : Epoch 1808 | loss: 0.03118 | val_loss: 0.0311878 | Time: 2784.94 ms [2021-09-28 00:16:12 main:574] : INFO : Epoch 1809 | loss: 0.031179 | val_loss: 0.0311881 | Time: 2898.72 ms [2021-09-28 00:16:16 main:574] : INFO : Epoch 1810 | loss: 0.03118 | val_loss: 0.0311887 | Time: 2775.19 ms [2021-09-28 00:16:21 main:574] : INFO : Epoch 1811 | loss: 0.0311786 | val_loss: 0.0311874 | Time: 2952.7 ms [2021-09-28 00:16:24 main:574] : INFO : Epoch 1812 | loss: 0.0311793 | val_loss: 0.0311889 | Time: 2987.55 ms [2021-09-28 00:16:27 main:574] : INFO : Epoch 1813 | loss: 0.0311795 | val_loss: 0.0311905 | Time: 2886.38 ms [2021-09-28 00:16:30 main:574] : INFO : Epoch 1814 | loss: 0.0311825 | val_loss: 0.0311897 | Time: 2961.46 ms [2021-09-28 00:16:33 main:574] : INFO : Epoch 1815 | loss: 0.031181 | val_loss: 0.0311869 | Time: 2799.35 ms [2021-09-28 00:16:36 main:574] : INFO : Epoch 1816 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 2915.17 ms [2021-09-28 00:16:40 main:574] : INFO : Epoch 1817 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 2847.8 ms [2021-09-28 00:16:43 main:574] : INFO : Epoch 1818 | loss: 0.0311786 | val_loss: 0.0311883 | Time: 2958.58 ms [2021-09-28 00:16:46 main:574] : INFO : Epoch 1819 | loss: 0.0311776 | val_loss: 0.0311876 | Time: 2796.96 ms [2021-09-28 00:16:49 main:574] : INFO : Epoch 1820 | loss: 0.0311785 | val_loss: 0.0311858 | Time: 2950.48 ms [2021-09-28 00:16:51 main:574] : INFO : Epoch 1821 | loss: 0.031182 | val_loss: 0.031196 | Time: 2812.03 ms [2021-09-28 00:16:54 main:574] : INFO : Epoch 1822 | loss: 0.0311815 | val_loss: 0.0311898 | Time: 2756.93 ms [2021-09-28 00:16:57 main:574] : INFO : Epoch 1823 | loss: 0.0311781 | val_loss: 0.0311874 | Time: 2840.09 ms [2021-09-28 00:17:01 main:574] : INFO : Epoch 1824 | loss: 0.0311775 | val_loss: 0.0311877 | Time: 3002.79 ms [2021-09-28 00:17:04 main:574] : INFO : Epoch 1825 | loss: 0.031178 | val_loss: 0.0311864 | Time: 3016.6 ms [2021-09-28 00:17:07 main:574] : INFO : Epoch 1826 | loss: 0.0311766 | val_loss: 0.0311865 | Time: 2818.03 ms [2021-09-28 00:17:10 main:574] : INFO : Epoch 1827 | loss: 0.0311768 | val_loss: 0.0311872 | Time: 2751.8 ms [2021-09-28 00:17:13 main:574] : INFO : Epoch 1828 | loss: 0.0311769 | val_loss: 0.0311886 | Time: 2969.1 ms [2021-09-28 00:17:16 main:574] : INFO : Epoch 1829 | loss: 0.0311768 | val_loss: 0.0311865 | Time: 2783.59 ms [2021-09-28 00:17:19 main:574] : INFO : Epoch 1830 | loss: 0.0311779 | val_loss: 0.0311858 | Time: 2892.73 ms [2021-09-28 00:17:22 main:574] : INFO : Epoch 1831 | loss: 0.0311765 | val_loss: 0.0311909 | Time: 2838.77 ms [2021-09-28 00:17:25 main:574] : INFO : Epoch 1832 | loss: 0.0311772 | val_loss: 0.0311869 | Time: 3060.25 ms [2021-09-28 00:17:28 main:574] : INFO : Epoch 1833 | loss: 0.031177 | val_loss: 0.0311872 | Time: 2874.28 ms [2021-09-28 00:17:37 main:574] : INFO : Epoch 1834 | loss: 0.0311843 | val_loss: 0.0311915 | Time: 2781.21 ms [2021-09-28 00:17:40 main:574] : INFO : Epoch 1835 | loss: 0.0311845 | val_loss: 0.0311879 | Time: 2941.93 ms [2021-09-28 00:17:44 main:574] : INFO : Epoch 1836 | loss: 0.0311825 | val_loss: 0.0311915 | Time: 2899.37 ms [2021-09-28 00:17:47 main:574] : INFO : Epoch 1837 | loss: 0.0311824 | val_loss: 0.0311888 | Time: 2862.06 ms [2021-09-28 00:17:50 main:574] : INFO : Epoch 1838 | loss: 0.0311832 | val_loss: 0.0311881 | Time: 2945.67 ms [2021-09-28 00:17:53 main:574] : INFO : Epoch 1839 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 2752.79 ms [2021-09-28 00:17:55 main:574] : INFO : Epoch 1840 | loss: 0.0311797 | val_loss: 0.0311887 | Time: 2859.33 ms [2021-09-28 00:17:58 main:574] : INFO : Epoch 1841 | loss: 0.0311795 | val_loss: 0.0311886 | Time: 2779.68 ms [2021-09-28 00:18:01 main:574] : INFO : Epoch 1842 | loss: 0.0311786 | val_loss: 0.0311901 | Time: 3005.27 ms [2021-09-28 00:18:04 main:574] : INFO : Epoch 1843 | loss: 0.0311788 | val_loss: 0.031186 | Time: 2809.81 ms [2021-09-28 00:18:07 main:574] : INFO : Epoch 1844 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 2961.85 ms [2021-09-28 00:18:10 main:574] : INFO : Epoch 1845 | loss: 0.0311777 | val_loss: 0.0311863 | Time: 2889.03 ms [2021-09-28 00:18:14 main:574] : INFO : Epoch 1846 | loss: 0.0311767 | val_loss: 0.0311859 | Time: 2826.86 ms [2021-09-28 00:18:16 main:574] : INFO : Epoch 1847 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 2825.49 ms [2021-09-28 00:18:19 main:574] : INFO : Epoch 1848 | loss: 0.0311795 | val_loss: 0.0311886 | Time: 2927.45 ms [2021-09-28 00:18:23 main:574] : INFO : Epoch 1849 | loss: 0.0311802 | val_loss: 0.0311858 | Time: 2949.82 ms [2021-09-28 00:18:26 main:574] : INFO : Epoch 1850 | loss: 0.0311787 | val_loss: 0.0311857 | Time: 2976.64 ms [2021-09-28 00:18:29 main:574] : INFO : Epoch 1851 | loss: 0.0311794 | val_loss: 0.0311906 | Time: 2780.7 ms [2021-09-28 00:18:44 main:574] : INFO : Epoch 1852 | loss: 0.0311799 | val_loss: 0.0311916 | Time: 2855.37 ms [2021-09-28 00:18:46 main:574] : INFO : Epoch 1853 | loss: 0.0311784 | val_loss: 0.0311887 | Time: 2819.32 ms [2021-09-28 00:18:49 main:574] : INFO : Epoch 1854 | loss: 0.0311767 | val_loss: 0.0311852 | Time: 2820.85 ms [2021-09-28 00:18:54 main:574] : INFO : Epoch 1855 | loss: 0.0311763 | val_loss: 0.031191 | Time: 2912.02 ms [2021-09-28 00:18:57 main:574] : INFO : Epoch 1856 | loss: 0.0311779 | val_loss: 0.0311898 | Time: 2926.63 ms [2021-09-28 00:19:00 main:574] : INFO : Epoch 1857 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 2864.15 ms [2021-09-28 00:19:03 main:574] : INFO : Epoch 1858 | loss: 0.0311769 | val_loss: 0.031188 | Time: 2816.73 ms [2021-09-28 00:19:05 main:574] : INFO : Epoch 1859 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 2743.77 ms [2021-09-28 00:19:09 main:574] : INFO : Epoch 1860 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 2826.74 ms [2021-09-28 00:19:12 main:574] : INFO : Epoch 1861 | loss: 0.0311787 | val_loss: 0.0311867 | Time: 3021.55 ms [2021-09-28 00:19:15 main:574] : INFO : Epoch 1862 | loss: 0.0311786 | val_loss: 0.0311886 | Time: 2877.98 ms [2021-09-28 00:19:18 main:574] : INFO : Epoch 1863 | loss: 0.0311784 | val_loss: 0.0311883 | Time: 2867.75 ms [2021-09-28 00:19:21 main:574] : INFO : Epoch 1864 | loss: 0.0311776 | val_loss: 0.0311877 | Time: 2980.49 ms [2021-09-28 00:19:24 main:574] : INFO : Epoch 1865 | loss: 0.0311784 | val_loss: 0.0311866 | Time: 2802.21 ms [2021-09-28 00:19:27 main:574] : INFO : Epoch 1866 | loss: 0.0311756 | val_loss: 0.0311869 | Time: 2942.66 ms [2021-09-28 00:19:30 main:574] : INFO : Epoch 1867 | loss: 0.0311756 | val_loss: 0.0311877 | Time: 2769.75 ms [2021-09-28 00:19:33 main:574] : INFO : Epoch 1868 | loss: 0.0311752 | val_loss: 0.0311864 | Time: 3006.39 ms [2021-09-28 00:19:36 main:574] : INFO : Epoch 1869 | loss: 0.0311759 | val_loss: 0.0311864 | Time: 2944.78 ms [2021-09-28 00:19:39 main:574] : INFO : Epoch 1870 | loss: 0.0311761 | val_loss: 0.0311877 | Time: 2929.99 ms [2021-09-28 00:19:42 main:574] : INFO : Epoch 1871 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 2922.52 ms [2021-09-28 00:19:45 main:574] : INFO : Epoch 1872 | loss: 0.0311782 | val_loss: 0.0311906 | Time: 2758.19 ms [2021-09-28 00:19:48 main:574] : INFO : Epoch 1873 | loss: 0.031178 | val_loss: 0.0311866 | Time: 2907.5 ms [2021-09-28 00:19:52 main:574] : INFO : Epoch 1874 | loss: 0.0311776 | val_loss: 0.0311881 | Time: 2832.95 ms [2021-09-28 00:19:55 main:574] : INFO : Epoch 1875 | loss: 0.0311786 | val_loss: 0.031187 | Time: 2926.48 ms [2021-09-28 00:19:57 main:574] : INFO : Epoch 1876 | loss: 0.0311774 | val_loss: 0.0311924 | Time: 2776.24 ms [2021-09-28 00:20:00 main:574] : INFO : Epoch 1877 | loss: 0.0311794 | val_loss: 0.0311868 | Time: 2760.32 ms [2021-09-28 00:20:03 main:574] : INFO : Epoch 1878 | loss: 0.0311763 | val_loss: 0.0311875 | Time: 2961.98 ms [2021-09-28 00:20:06 main:574] : INFO : Epoch 1879 | loss: 0.0311767 | val_loss: 0.0311935 | Time: 2760.38 ms [2021-09-28 00:20:09 main:574] : INFO : Epoch 1880 | loss: 0.0311793 | val_loss: 0.0311887 | Time: 2889.53 ms [2021-09-28 00:20:12 main:574] : INFO : Epoch 1881 | loss: 0.0311782 | val_loss: 0.0311886 | Time: 2753.42 ms [2021-09-28 00:20:15 main:574] : INFO : Epoch 1882 | loss: 0.031177 | val_loss: 0.0311874 | Time: 2865.75 ms [2021-09-28 00:20:18 main:574] : INFO : Epoch 1883 | loss: 0.031175 | val_loss: 0.031188 | Time: 2879.54 ms [2021-09-28 00:20:21 main:574] : INFO : Epoch 1884 | loss: 0.031175 | val_loss: 0.0311898 | Time: 2857.9 ms [2021-09-28 00:20:23 main:574] : INFO : Epoch 1885 | loss: 0.0311751 | val_loss: 0.0311874 | Time: 2859.5 ms [2021-09-28 00:20:26 main:574] : INFO : Epoch 1886 | loss: 0.0311762 | val_loss: 0.0311916 | Time: 2754.93 ms [2021-09-28 00:20:29 main:574] : INFO : Epoch 1887 | loss: 0.031176 | val_loss: 0.0311957 | Time: 2885.89 ms [2021-09-28 00:20:33 main:574] : INFO : Epoch 1888 | loss: 0.0311798 | val_loss: 0.0311944 | Time: 2899.34 ms [2021-09-28 00:20:37 main:574] : INFO : Epoch 1889 | loss: 0.0311804 | val_loss: 0.0311898 | Time: 2908.9 ms [2021-09-28 00:20:40 main:574] : INFO : Epoch 1890 | loss: 0.0311751 | val_loss: 0.0311898 | Time: 2806.34 ms [2021-09-28 00:20:43 main:574] : INFO : Epoch 1891 | loss: 0.0311745 | val_loss: 0.0311896 | Time: 2950.36 ms [2021-09-28 00:20:46 main:574] : INFO : Epoch 1892 | loss: 0.0311735 | val_loss: 0.0311877 | Time: 2813.07 ms [2021-09-28 00:20:48 main:574] : INFO : Epoch 1893 | loss: 0.0311738 | val_loss: 0.031189 | Time: 2800.43 ms [2021-09-28 00:20:51 main:574] : INFO : Epoch 1894 | loss: 0.0311746 | val_loss: 0.0311864 | Time: 2941.39 ms [2021-09-28 00:20:54 main:574] : INFO : Epoch 1895 | loss: 0.0311728 | val_loss: 0.0311883 | Time: 2741.71 ms [2021-09-28 00:20:57 main:574] : INFO : Epoch 1896 | loss: 0.0311756 | val_loss: 0.031187 | Time: 2895.27 ms [2021-09-28 00:21:00 main:574] : INFO : Epoch 1897 | loss: 0.0311791 | val_loss: 0.031188 | Time: 2830.61 ms [2021-09-28 00:21:03 main:574] : INFO : Epoch 1898 | loss: 0.031178 | val_loss: 0.0311871 | Time: 2798.95 ms [2021-09-28 00:21:06 main:574] : INFO : Epoch 1899 | loss: 0.0311777 | val_loss: 0.0311872 | Time: 2857.49 ms [2021-09-28 00:21:08 main:574] : INFO : Epoch 1900 | loss: 0.0311771 | val_loss: 0.031186 | Time: 2728.87 ms [2021-09-28 00:21:11 main:574] : INFO : Epoch 1901 | loss: 0.0311765 | val_loss: 0.0311859 | Time: 2930.13 ms [2021-09-28 00:21:15 main:574] : INFO : Epoch 1902 | loss: 0.0311761 | val_loss: 0.031187 | Time: 2814.94 ms [2021-09-28 00:21:18 main:574] : INFO : Epoch 1903 | loss: 0.0311758 | val_loss: 0.0311868 | Time: 2858.31 ms [2021-09-28 00:21:21 main:574] : INFO : Epoch 1904 | loss: 0.0311773 | val_loss: 0.0311857 | Time: 2929.88 ms [2021-09-28 00:21:24 main:574] : INFO : Epoch 1905 | loss: 0.0311761 | val_loss: 0.0311864 | Time: 2974.18 ms [2021-09-28 00:21:27 main:574] : INFO : Epoch 1906 | loss: 0.0311751 | val_loss: 0.0311856 | Time: 2913.65 ms [2021-09-28 00:21:33 main:574] : INFO : Epoch 1907 | loss: 0.0311771 | val_loss: 0.0311912 | Time: 2859.51 ms [2021-09-28 00:21:35 main:574] : INFO : Epoch 1908 | loss: 0.0311788 | val_loss: 0.0311878 | Time: 2855.82 ms [2021-09-28 00:21:38 main:574] : INFO : Epoch 1909 | loss: 0.0311792 | val_loss: 0.0311883 | Time: 2820.61 ms [2021-09-28 00:21:42 main:574] : INFO : Epoch 1910 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 2838.97 ms [2021-09-28 00:21:45 main:574] : INFO : Epoch 1911 | loss: 0.0311757 | val_loss: 0.0311871 | Time: 2743.9 ms [2021-09-28 00:21:48 main:574] : INFO : Epoch 1912 | loss: 0.0311766 | val_loss: 0.03119 | Time: 2971.25 ms [2021-09-28 00:21:51 main:574] : INFO : Epoch 1913 | loss: 0.0311778 | val_loss: 0.0311877 | Time: 2788.17 ms [2021-09-28 00:21:56 main:574] : INFO : Epoch 1914 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 2922.53 ms [2021-09-28 00:21:58 main:574] : INFO : Epoch 1915 | loss: 0.031179 | val_loss: 0.0311905 | Time: 2795.19 ms [2021-09-28 00:22:01 main:574] : INFO : Epoch 1916 | loss: 0.0311796 | val_loss: 0.0311925 | Time: 2899.02 ms [2021-09-28 00:22:05 main:574] : INFO : Epoch 1917 | loss: 0.0311776 | val_loss: 0.031186 | Time: 2826.4 ms [2021-09-28 00:22:08 main:574] : INFO : Epoch 1918 | loss: 0.0311757 | val_loss: 0.0311854 | Time: 2787.25 ms [2021-09-28 00:22:11 main:574] : INFO : Epoch 1919 | loss: 0.031176 | val_loss: 0.0311869 | Time: 2798.63 ms [2021-09-28 00:22:14 main:574] : INFO : Epoch 1920 | loss: 0.0311764 | val_loss: 0.0311863 | Time: 3011.59 ms [2021-09-28 00:22:17 main:574] : INFO : Epoch 1921 | loss: 0.031175 | val_loss: 0.0311867 | Time: 2780.85 ms [2021-09-28 00:22:20 main:574] : INFO : Epoch 1922 | loss: 0.0311746 | val_loss: 0.0311854 | Time: 2840.72 ms [2021-09-28 00:22:23 main:574] : INFO : Epoch 1923 | loss: 0.0311762 | val_loss: 0.0311911 | Time: 2927.94 ms [2021-09-28 00:22:26 main:574] : INFO : Epoch 1924 | loss: 0.031176 | val_loss: 0.0311873 | Time: 2731.35 ms [2021-09-28 00:22:29 main:574] : INFO : Epoch 1925 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 2824.89 ms [2021-09-28 00:22:32 main:574] : INFO : Epoch 1926 | loss: 0.031174 | val_loss: 0.031188 | Time: 2811.21 ms [2021-09-28 00:22:35 main:574] : INFO : Epoch 1927 | loss: 0.0311733 | val_loss: 0.0311867 | Time: 2781.21 ms [2021-09-28 00:22:38 main:574] : INFO : Epoch 1928 | loss: 0.0311745 | val_loss: 0.0311869 | Time: 2856.9 ms [2021-09-28 00:22:41 main:574] : INFO : Epoch 1929 | loss: 0.0311737 | val_loss: 0.0311884 | Time: 2836.44 ms [2021-09-28 00:22:44 main:574] : INFO : Epoch 1930 | loss: 0.0311739 | val_loss: 0.0311864 | Time: 2888.71 ms [2021-09-28 00:22:47 main:574] : INFO : Epoch 1931 | loss: 0.0311746 | val_loss: 0.0311887 | Time: 2736.74 ms [2021-09-28 00:22:50 main:574] : INFO : Epoch 1932 | loss: 0.0311732 | val_loss: 0.0311914 | Time: 2881.47 ms [2021-09-28 00:22:53 main:574] : INFO : Epoch 1933 | loss: 0.0311751 | val_loss: 0.0311868 | Time: 2783.74 ms [2021-09-28 00:22:55 main:574] : INFO : Epoch 1934 | loss: 0.031175 | val_loss: 0.0311873 | Time: 2921.37 ms [2021-09-28 00:22:58 main:574] : INFO : Epoch 1935 | loss: 0.0311744 | val_loss: 0.0311876 | Time: 2812.65 ms [2021-09-28 00:23:01 main:574] : INFO : Epoch 1936 | loss: 0.0311748 | val_loss: 0.0311865 | Time: 2829.22 ms [2021-09-28 00:23:04 main:574] : INFO : Epoch 1937 | loss: 0.031174 | val_loss: 0.0311857 | Time: 2894.69 ms [2021-09-28 00:23:07 main:574] : INFO : Epoch 1938 | loss: 0.0311747 | val_loss: 0.0311852 | Time: 2990.9 ms [2021-09-28 00:23:10 main:574] : INFO : Epoch 1939 | loss: 0.0311734 | val_loss: 0.0311857 | Time: 2954.7 ms [2021-09-28 00:23:13 main:574] : INFO : Epoch 1940 | loss: 0.0311736 | val_loss: 0.0311844 | Time: 2785.77 ms [2021-09-28 00:23:16 main:574] : INFO : Epoch 1941 | loss: 0.0311745 | val_loss: 0.0311922 | Time: 2936.51 ms [2021-09-28 00:23:19 main:574] : INFO : Epoch 1942 | loss: 0.0311771 | val_loss: 0.0311849 | Time: 2812.21 ms [2021-09-28 00:23:22 main:574] : INFO : Epoch 1943 | loss: 0.0311736 | val_loss: 0.0311878 | Time: 2753.24 ms [2021-09-28 00:23:25 main:574] : INFO : Epoch 1944 | loss: 0.0311769 | val_loss: 0.03119 | Time: 2763.85 ms [2021-09-28 00:23:28 main:574] : INFO : Epoch 1945 | loss: 0.0311754 | val_loss: 0.0311867 | Time: 2925.35 ms [2021-09-28 00:23:32 main:574] : INFO : Epoch 1946 | loss: 0.0311745 | val_loss: 0.031186 | Time: 2936.32 ms [2021-09-28 00:23:35 main:574] : INFO : Epoch 1947 | loss: 0.0311771 | val_loss: 0.0311905 | Time: 2832.3 ms [2021-09-28 00:23:38 main:574] : INFO : Epoch 1948 | loss: 0.0311747 | val_loss: 0.0311891 | Time: 3011.34 ms [2021-09-28 00:23:41 main:574] : INFO : Epoch 1949 | loss: 0.0311737 | val_loss: 0.0311871 | Time: 2820.56 ms [2021-09-28 00:23:44 main:574] : INFO : Epoch 1950 | loss: 0.0311749 | val_loss: 0.0311885 | Time: 2903.97 ms [2021-09-28 00:23:48 main:574] : INFO : Epoch 1951 | loss: 0.0311746 | val_loss: 0.0311867 | Time: 2871.99 ms [2021-09-28 00:23:51 main:574] : INFO : Epoch 1952 | loss: 0.0311758 | val_loss: 0.0311871 | Time: 2854.69 ms [2021-09-28 00:23:54 main:574] : INFO : Epoch 1953 | loss: 0.0311797 | val_loss: 0.0311892 | Time: 2794.76 ms [2021-09-28 00:23:57 main:574] : INFO : Epoch 1954 | loss: 0.0311816 | val_loss: 0.0311949 | Time: 2902.53 ms [2021-09-28 00:24:00 main:574] : INFO : Epoch 1955 | loss: 0.0311957 | val_loss: 0.0312059 | Time: 2772.03 ms [2021-09-28 00:24:03 main:574] : INFO : Epoch 1956 | loss: 0.0364847 | val_loss: 0.0356459 | Time: 2830.83 ms [2021-09-28 00:24:05 main:574] : INFO : Epoch 1957 | loss: 0.0411227 | val_loss: 0.0371649 | Time: 2744.29 ms [2021-09-28 00:24:09 main:574] : INFO : Epoch 1958 | loss: 0.0327568 | val_loss: 0.031458 | Time: 2857.01 ms [2021-09-28 00:24:12 main:574] : INFO : Epoch 1959 | loss: 0.0313632 | val_loss: 0.0312456 | Time: 2945.26 ms [2021-09-28 00:24:16 main:574] : INFO : Epoch 1960 | loss: 0.0312393 | val_loss: 0.0312161 | Time: 2903.96 ms [2021-09-28 00:24:20 main:574] : INFO : Epoch 1961 | loss: 0.0312149 | val_loss: 0.03121 | Time: 2736.65 ms [2021-09-28 00:24:23 main:574] : INFO : Epoch 1962 | loss: 0.0312064 | val_loss: 0.0312061 | Time: 2862.8 ms [2021-09-28 00:24:27 main:574] : INFO : Epoch 1963 | loss: 0.0312035 | val_loss: 0.0312044 | Time: 2746 ms [2021-09-28 00:24:30 main:574] : INFO : Epoch 1964 | loss: 0.0312022 | val_loss: 0.0312029 | Time: 3140.23 ms [2021-09-28 00:24:33 main:574] : INFO : Epoch 1965 | loss: 0.031201 | val_loss: 0.0312026 | Time: 2884.37 ms [2021-09-28 00:24:36 main:574] : INFO : Epoch 1966 | loss: 0.0311993 | val_loss: 0.0312017 | Time: 2774.59 ms [2021-09-28 00:24:39 main:574] : INFO : Epoch 1967 | loss: 0.0311986 | val_loss: 0.0312016 | Time: 2932.34 ms [2021-09-28 00:24:42 main:574] : INFO : Epoch 1968 | loss: 0.0311979 | val_loss: 0.0312014 | Time: 2866.66 ms [2021-09-28 00:24:46 main:574] : INFO : Epoch 1969 | loss: 0.0311971 | val_loss: 0.0312004 | Time: 2957.04 ms [2021-09-28 00:24:49 main:574] : INFO : Epoch 1970 | loss: 0.0311961 | val_loss: 0.031198 | Time: 2823.65 ms [2021-09-28 00:24:51 main:574] : INFO : Epoch 1971 | loss: 0.0311954 | val_loss: 0.0311979 | Time: 2850.84 ms [2021-09-28 00:24:54 main:574] : INFO : Epoch 1972 | loss: 0.031195 | val_loss: 0.0311975 | Time: 2827.23 ms [2021-09-28 00:24:57 main:574] : INFO : Epoch 1973 | loss: 0.0311944 | val_loss: 0.0311968 | Time: 2830.62 ms [2021-09-28 00:25:00 main:574] : INFO : Epoch 1974 | loss: 0.0311937 | val_loss: 0.0311968 | Time: 2962.82 ms [2021-09-28 00:25:03 main:574] : INFO : Epoch 1975 | loss: 0.0311935 | val_loss: 0.0311966 | Time: 2744.74 ms [2021-09-28 00:25:06 main:574] : INFO : Epoch 1976 | loss: 0.0311928 | val_loss: 0.0311976 | Time: 2881.97 ms [2021-09-28 00:25:09 main:574] : INFO : Epoch 1977 | loss: 0.0311927 | val_loss: 0.0311956 | Time: 2824.91 ms [2021-09-28 00:25:12 main:574] : INFO : Epoch 1978 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 2964.71 ms [2021-09-28 00:25:16 main:574] : INFO : Epoch 1979 | loss: 0.0311918 | val_loss: 0.0311952 | Time: 2821.64 ms [2021-09-28 00:25:19 main:574] : INFO : Epoch 1980 | loss: 0.0311914 | val_loss: 0.0311952 | Time: 2753.64 ms [2021-09-28 00:25:22 main:574] : INFO : Epoch 1981 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 2853.01 ms [2021-09-28 00:25:25 main:574] : INFO : Epoch 1982 | loss: 0.0311905 | val_loss: 0.0311955 | Time: 2888.87 ms [2021-09-28 00:25:28 main:574] : INFO : Epoch 1983 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 2929.79 ms [2021-09-28 00:25:31 main:574] : INFO : Epoch 1984 | loss: 0.0311895 | val_loss: 0.0311948 | Time: 2800.46 ms [2021-09-28 00:25:34 main:574] : INFO : Epoch 1985 | loss: 0.0311892 | val_loss: 0.0311943 | Time: 2902.98 ms [2021-09-28 00:25:37 main:574] : INFO : Epoch 1986 | loss: 0.0311886 | val_loss: 0.0311941 | Time: 2762.21 ms [2021-09-28 00:25:40 main:574] : INFO : Epoch 1987 | loss: 0.0311882 | val_loss: 0.0311932 | Time: 2825.26 ms [2021-09-28 00:25:43 main:574] : INFO : Epoch 1988 | loss: 0.0311885 | val_loss: 0.0311943 | Time: 2920.07 ms [2021-09-28 00:25:46 main:574] : INFO : Epoch 1989 | loss: 0.0311883 | val_loss: 0.0311934 | Time: 2842.1 ms [2021-09-28 00:25:49 main:574] : INFO : Epoch 1990 | loss: 0.0311876 | val_loss: 0.031193 | Time: 2960.1 ms [2021-09-28 00:25:51 main:574] : INFO : Epoch 1991 | loss: 0.0311876 | val_loss: 0.0311941 | Time: 2848.9 ms [2021-09-28 00:25:54 main:574] : INFO : Epoch 1992 | loss: 0.0311875 | val_loss: 0.0311927 | Time: 2858.85 ms [2021-09-28 00:25:57 main:574] : INFO : Epoch 1993 | loss: 0.0311872 | val_loss: 0.0311934 | Time: 2809.69 ms [2021-09-28 00:26:00 main:574] : INFO : Epoch 1994 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 2898.46 ms [2021-09-28 00:26:03 main:574] : INFO : Epoch 1995 | loss: 0.0311864 | val_loss: 0.031192 | Time: 2752.42 ms [2021-09-28 00:26:06 main:574] : INFO : Epoch 1996 | loss: 0.0311859 | val_loss: 0.0311913 | Time: 2831.18 ms [2021-09-28 00:26:09 main:574] : INFO : Epoch 1997 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 2869.03 ms [2021-09-28 00:26:13 main:574] : INFO : Epoch 1998 | loss: 0.0311853 | val_loss: 0.0311906 | Time: 2892.27 ms [2021-09-28 00:26:15 main:574] : INFO : Epoch 1999 | loss: 0.0311848 | val_loss: 0.0311901 | Time: 2777.51 ms [2021-09-28 00:26:19 main:574] : INFO : Epoch 2000 | loss: 0.0311846 | val_loss: 0.0311901 | Time: 2912.27 ms [2021-09-28 00:26:22 main:574] : INFO : Epoch 2001 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 2813.14 ms [2021-09-28 00:26:25 main:574] : INFO : Epoch 2002 | loss: 0.0311846 | val_loss: 0.0311895 | Time: 2910.2 ms [2021-09-28 00:26:28 main:574] : INFO : Epoch 2003 | loss: 0.0311843 | val_loss: 0.0311896 | Time: 3012.57 ms [2021-09-28 00:26:31 main:574] : INFO : Epoch 2004 | loss: 0.0311838 | val_loss: 0.0311899 | Time: 3086.22 ms [2021-09-28 00:26:34 main:574] : INFO : Epoch 2005 | loss: 0.0311836 | val_loss: 0.0311899 | Time: 2846.63 ms [2021-09-28 00:26:36 main:574] : INFO : Epoch 2006 | loss: 0.0311835 | val_loss: 0.0311903 | Time: 2790.21 ms [2021-09-28 00:26:40 main:574] : INFO : Epoch 2007 | loss: 0.0311834 | val_loss: 0.0311905 | Time: 2785.88 ms [2021-09-28 00:26:43 main:574] : INFO : Epoch 2008 | loss: 0.0311832 | val_loss: 0.0311902 | Time: 2915.85 ms [2021-09-28 00:26:46 main:574] : INFO : Epoch 2009 | loss: 0.0311828 | val_loss: 0.0311897 | Time: 2769.53 ms [2021-09-28 00:26:50 main:574] : INFO : Epoch 2010 | loss: 0.0311826 | val_loss: 0.0311898 | Time: 2742.5 ms [2021-09-28 00:26:53 main:574] : INFO : Epoch 2011 | loss: 0.0311826 | val_loss: 0.03119 | Time: 2942.18 ms [2021-09-28 00:26:56 main:574] : INFO : Epoch 2012 | loss: 0.0311828 | val_loss: 0.0311898 | Time: 2784.15 ms [2021-09-28 00:26:59 main:574] : INFO : Epoch 2013 | loss: 0.0311823 | val_loss: 0.0311902 | Time: 2919.95 ms [2021-09-28 00:27:03 main:574] : INFO : Epoch 2014 | loss: 0.0311823 | val_loss: 0.0311897 | Time: 2919.16 ms [2021-09-28 00:27:06 main:574] : INFO : Epoch 2015 | loss: 0.0311829 | val_loss: 0.0311893 | Time: 2897.22 ms [2021-09-28 00:27:08 main:574] : INFO : Epoch 2016 | loss: 0.0311825 | val_loss: 0.0311905 | Time: 2831.53 ms [2021-09-28 00:27:11 main:574] : INFO : Epoch 2017 | loss: 0.0311833 | val_loss: 0.0311896 | Time: 2856.08 ms [2021-09-28 00:27:18 main:574] : INFO : Epoch 2018 | loss: 0.0311827 | val_loss: 0.0311895 | Time: 2891.17 ms [2021-09-28 00:27:20 main:574] : INFO : Epoch 2019 | loss: 0.0311835 | val_loss: 0.0311894 | Time: 2722.45 ms [2021-09-28 00:27:24 main:574] : INFO : Epoch 2020 | loss: 0.0311829 | val_loss: 0.0311892 | Time: 2761.13 ms [2021-09-28 00:27:27 main:574] : INFO : Epoch 2021 | loss: 0.0311837 | val_loss: 0.0311918 | Time: 2856.54 ms [2021-09-28 00:27:30 main:574] : INFO : Epoch 2022 | loss: 0.0311827 | val_loss: 0.0311891 | Time: 2800.91 ms [2021-09-28 00:27:33 main:574] : INFO : Epoch 2023 | loss: 0.0311818 | val_loss: 0.0311904 | Time: 2891.27 ms [2021-09-28 00:27:36 main:574] : INFO : Epoch 2024 | loss: 0.0311817 | val_loss: 0.0311901 | Time: 2757.52 ms [2021-09-28 00:27:41 main:574] : INFO : Epoch 2025 | loss: 0.0311815 | val_loss: 0.0311896 | Time: 2711.03 ms [2021-09-28 00:27:44 main:574] : INFO : Epoch 2026 | loss: 0.0311809 | val_loss: 0.0311897 | Time: 2840.3 ms [2021-09-28 00:27:47 main:574] : INFO : Epoch 2027 | loss: 0.0311813 | val_loss: 0.031189 | Time: 2884.12 ms [2021-09-28 00:27:50 main:574] : INFO : Epoch 2028 | loss: 0.0311814 | val_loss: 0.0311896 | Time: 2893.36 ms [2021-09-28 00:27:53 main:574] : INFO : Epoch 2029 | loss: 0.031182 | val_loss: 0.031191 | Time: 2768.19 ms [2021-09-28 00:27:56 main:574] : INFO : Epoch 2030 | loss: 0.0311811 | val_loss: 0.0311897 | Time: 3026.85 ms [2021-09-28 00:27:59 main:574] : INFO : Epoch 2031 | loss: 0.0311818 | val_loss: 0.0311906 | Time: 2704.13 ms [2021-09-28 00:28:02 main:574] : INFO : Epoch 2032 | loss: 0.0311819 | val_loss: 0.0311903 | Time: 2941.4 ms [2021-09-28 00:28:05 main:574] : INFO : Epoch 2033 | loss: 0.0311818 | val_loss: 0.0311898 | Time: 2780.34 ms [2021-09-28 00:28:08 main:574] : INFO : Epoch 2034 | loss: 0.0311832 | val_loss: 0.0311905 | Time: 2848.8 ms [2021-09-28 00:28:11 main:574] : INFO : Epoch 2035 | loss: 0.0311826 | val_loss: 0.0311906 | Time: 2801.94 ms [2021-09-28 00:28:14 main:574] : INFO : Epoch 2036 | loss: 0.0311817 | val_loss: 0.0311892 | Time: 2881.24 ms [2021-09-28 00:28:17 main:574] : INFO : Epoch 2037 | loss: 0.0311817 | val_loss: 0.0311904 | Time: 2908.47 ms [2021-09-28 00:28:20 main:574] : INFO : Epoch 2038 | loss: 0.0311815 | val_loss: 0.0311895 | Time: 2908.67 ms [2021-09-28 00:28:23 main:574] : INFO : Epoch 2039 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 2938.72 ms [2021-09-28 00:28:25 main:574] : INFO : Epoch 2040 | loss: 0.0311806 | val_loss: 0.0311896 | Time: 2769.03 ms [2021-09-28 00:28:29 main:574] : INFO : Epoch 2041 | loss: 0.031181 | val_loss: 0.031188 | Time: 2818.44 ms [2021-09-28 00:28:32 main:574] : INFO : Epoch 2042 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 2957.2 ms [2021-09-28 00:28:36 main:574] : INFO : Epoch 2043 | loss: 0.0311809 | val_loss: 0.0311884 | Time: 2983.32 ms [2021-09-28 00:28:39 main:574] : INFO : Epoch 2044 | loss: 0.0311806 | val_loss: 0.0311893 | Time: 2884.11 ms [2021-09-28 00:28:42 main:574] : INFO : Epoch 2045 | loss: 0.0311798 | val_loss: 0.0311881 | Time: 2942.64 ms [2021-09-28 00:28:45 main:574] : INFO : Epoch 2046 | loss: 0.0311803 | val_loss: 0.0311892 | Time: 2971.9 ms [2021-09-28 00:28:47 main:574] : INFO : Epoch 2047 | loss: 0.0311807 | val_loss: 0.0311881 | Time: 2810.6 ms [2021-09-28 00:28:50 main:574] : INFO : Epoch 2048 | loss: 0.0311815 | val_loss: 0.0311928 | Time: 3031.31 ms [2021-09-28 00:28:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311928 [2021-09-28 00:28:50 main:603] : INFO : Saving end state to config to file [2021-09-28 00:28:51 main:608] : INFO : Success, exiting.. 00:28:51 (10068): 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)