Task 12976702
| Name | ParityModified-1645992354-21061-3-0_2 |
| Workunit | 9974386 |
| Created | 12 Mar 2022, 2:56:23 UTC |
| Sent | 12 Mar 2022, 3:08:11 UTC |
| Report deadline | 20 Mar 2022, 3:08:11 UTC |
| Received | 12 Mar 2022, 6:49:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 52 min 12 sec |
| CPU time | 1 hours 49 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 03-12 07:12:18 main:574] : INFO : Epoch 1542 | loss: 0.0311847 | val_loss: 0.0311968 | Time: 3298.59 ms [2022-03-12 07:12:21 main:574] : INFO : Epoch 1543 | loss: 0.0311852 | val_loss: 0.0311972 | Time: 3317.1 ms [2022-03-12 07:12:25 main:574] : INFO : Epoch 1544 | loss: 0.0311867 | val_loss: 0.0311979 | Time: 3279.68 ms [2022-03-12 07:12:28 main:574] : INFO : Epoch 1545 | loss: 0.0311858 | val_loss: 0.0311957 | Time: 3285.53 ms [2022-03-12 07:12:31 main:574] : INFO : Epoch 1546 | loss: 0.0311851 | val_loss: 0.0311958 | Time: 3251 ms [2022-03-12 07:12:34 main:574] : INFO : Epoch 1547 | loss: 0.0311848 | val_loss: 0.0311953 | Time: 3303.67 ms [2022-03-12 07:12:38 main:574] : INFO : Epoch 1548 | loss: 0.0311844 | val_loss: 0.0311952 | Time: 3290.54 ms [2022-03-12 07:12:41 main:574] : INFO : Epoch 1549 | loss: 0.0311842 | val_loss: 0.0311965 | Time: 3319.47 ms [2022-03-12 07:12:44 main:574] : INFO : Epoch 1550 | loss: 0.0311849 | val_loss: 0.0311955 | Time: 3284.56 ms [2022-03-12 07:12:48 main:574] : INFO : Epoch 1551 | loss: 0.0311859 | val_loss: 0.0311976 | Time: 3313.23 ms [2022-03-12 07:12:51 main:574] : INFO : Epoch 1552 | loss: 0.0311881 | val_loss: 0.0311947 | Time: 3295.08 ms [2022-03-12 07:12:54 main:574] : INFO : Epoch 1553 | loss: 0.0311867 | val_loss: 0.0311962 | Time: 3305.53 ms [2022-03-12 07:12:58 main:574] : INFO : Epoch 1554 | loss: 0.0311864 | val_loss: 0.0311948 | Time: 3290.23 ms [2022-03-12 07:13:01 main:574] : INFO : Epoch 1555 | loss: 0.0311857 | val_loss: 0.0311961 | Time: 3301.91 ms [2022-03-12 07:13:04 main:574] : INFO : Epoch 1556 | loss: 0.0311861 | val_loss: 0.0311957 | Time: 3243.26 ms [2022-03-12 07:13:07 main:574] : INFO : Epoch 1557 | loss: 0.0311863 | val_loss: 0.0311954 | Time: 3298.41 ms [2022-03-12 07:13:11 main:574] : INFO : Epoch 1558 | loss: 0.0311857 | val_loss: 0.0311952 | Time: 3316.17 ms [2022-03-12 07:13:14 main:574] : INFO : Epoch 1559 | loss: 0.0311859 | val_loss: 0.0311948 | Time: 3325.62 ms [2022-03-12 07:13:17 main:574] : INFO : Epoch 1560 | loss: 0.0311855 | val_loss: 0.0311952 | Time: 3232.28 ms [2022-03-12 07:13:21 main:574] : INFO : Epoch 1561 | loss: 0.0311848 | val_loss: 0.0311953 | Time: 3314.15 ms [2022-03-12 07:13:24 main:574] : INFO : Epoch 1562 | loss: 0.0311866 | val_loss: 0.0311967 | Time: 3169.79 ms [2022-03-12 07:13:27 main:574] : INFO : Epoch 1563 | loss: 0.0311887 | val_loss: 0.0311962 | Time: 3231.82 ms [2022-03-12 07:13:30 main:574] : INFO : Epoch 1564 | loss: 0.0311863 | val_loss: 0.0311955 | Time: 3250.99 ms [2022-03-12 07:13:34 main:574] : INFO : Epoch 1565 | loss: 0.0311863 | val_loss: 0.0311954 | Time: 3276.69 ms [2022-03-12 07:13:37 main:574] : INFO : Epoch 1566 | loss: 0.0311862 | val_loss: 0.0311958 | Time: 3253.85 ms [2022-03-12 07:13:40 main:574] : INFO : Epoch 1567 | loss: 0.0311852 | val_loss: 0.0311961 | Time: 3273.83 ms [2022-03-12 07:13:43 main:574] : INFO : Epoch 1568 | loss: 0.031186 | val_loss: 0.0311973 | Time: 3243.55 ms [2022-03-12 07:13:47 main:574] : INFO : Epoch 1569 | loss: 0.0311865 | val_loss: 0.0311991 | Time: 3344.36 ms [2022-03-12 07:13:50 main:574] : INFO : Epoch 1570 | loss: 0.0311872 | val_loss: 0.0311961 | Time: 3279.5 ms [2022-03-12 07:13:53 main:574] : INFO : Epoch 1571 | loss: 0.0311866 | val_loss: 0.0311971 | Time: 3282.68 ms [2022-03-12 07:13:57 main:574] : INFO : Epoch 1572 | loss: 0.031186 | val_loss: 0.0311961 | Time: 3299.96 ms [2022-03-12 07:14:00 main:574] : INFO : Epoch 1573 | loss: 0.0311846 | val_loss: 0.0311955 | Time: 3298.41 ms [2022-03-12 07:14:03 main:574] : INFO : Epoch 1574 | loss: 0.0311849 | val_loss: 0.0311954 | Time: 3259.14 ms [2022-03-12 07:14:06 main:574] : INFO : Epoch 1575 | loss: 0.0311845 | val_loss: 0.031196 | Time: 3301.99 ms [2022-03-12 07:14:10 main:574] : INFO : Epoch 1576 | loss: 0.0311851 | val_loss: 0.0311964 | Time: 3307.17 ms [2022-03-12 07:14:13 main:574] : INFO : Epoch 1577 | loss: 0.0311846 | val_loss: 0.0311951 | Time: 3306.91 ms [2022-03-12 07:14:16 main:574] : INFO : Epoch 1578 | loss: 0.0311837 | val_loss: 0.0311957 | Time: 3338.66 ms [2022-03-12 07:14:20 main:574] : INFO : Epoch 1579 | loss: 0.0311835 | val_loss: 0.0311952 | Time: 3295.38 ms [2022-03-12 07:14:23 main:574] : INFO : Epoch 1580 | loss: 0.0311839 | val_loss: 0.031196 | Time: 3214.2 ms [2022-03-12 07:14:26 main:574] : INFO : Epoch 1581 | loss: 0.0311839 | val_loss: 0.0311956 | Time: 3271.31 ms [2022-03-12 07:14:29 main:574] : INFO : Epoch 1582 | loss: 0.0311845 | val_loss: 0.0311963 | Time: 3251.15 ms [2022-03-12 07:14:33 main:574] : INFO : Epoch 1583 | loss: 0.0311852 | val_loss: 0.0312032 | Time: 3351.19 ms [2022-03-12 07:14:36 main:574] : INFO : Epoch 1584 | loss: 0.0311854 | val_loss: 0.0311981 | Time: 3244.12 ms [2022-03-12 07:14:39 main:574] : INFO : Epoch 1585 | loss: 0.0311846 | val_loss: 0.0311983 | Time: 3328.04 ms [2022-03-12 07:14:43 main:574] : INFO : Epoch 1586 | loss: 0.031184 | val_loss: 0.0311974 | Time: 3265.83 ms [2022-03-12 07:14:46 main:574] : INFO : Epoch 1587 | loss: 0.0311835 | val_loss: 0.031196 | Time: 3327.1 ms [2022-03-12 07:14:49 main:574] : INFO : Epoch 1588 | loss: 0.0311842 | val_loss: 0.0311963 | Time: 3258.63 ms [2022-03-12 07:14:53 main:574] : INFO : Epoch 1589 | loss: 0.031184 | val_loss: 0.031198 | Time: 3281.23 ms [2022-03-12 07:14:56 main:574] : INFO : Epoch 1590 | loss: 0.0311843 | val_loss: 0.0311967 | Time: 3280.75 ms [2022-03-12 07:14:59 main:574] : INFO : Epoch 1591 | loss: 0.0311829 | val_loss: 0.0311968 | Time: 3257.87 ms [2022-03-12 07:15:02 main:574] : INFO : Epoch 1592 | loss: 0.0311837 | val_loss: 0.0311955 | Time: 3216.75 ms [2022-03-12 07:15:06 main:574] : INFO : Epoch 1593 | loss: 0.0311883 | val_loss: 0.0311969 | Time: 3305.85 ms [2022-03-12 07:15:09 main:574] : INFO : Epoch 1594 | loss: 0.0311898 | val_loss: 0.0311954 | Time: 3251.76 ms [2022-03-12 07:15:12 main:574] : INFO : Epoch 1595 | loss: 0.0311881 | val_loss: 0.0311978 | Time: 3221.1 ms [2022-03-12 07:15:15 main:574] : INFO : Epoch 1596 | loss: 0.0311869 | val_loss: 0.0311955 | Time: 3317.82 ms [2022-03-12 07:15:19 main:574] : INFO : Epoch 1597 | loss: 0.0311865 | val_loss: 0.031197 | Time: 3290.5 ms [2022-03-12 07:15:22 main:574] : INFO : Epoch 1598 | loss: 0.0311883 | val_loss: 0.0311989 | Time: 3372.14 ms [2022-03-12 07:15:25 main:574] : INFO : Epoch 1599 | loss: 0.0311894 | val_loss: 0.0311959 | Time: 3262.96 ms [2022-03-12 07:15:29 main:574] : INFO : Epoch 1600 | loss: 0.0311875 | val_loss: 0.0311963 | Time: 3263 ms [2022-03-12 07:15:32 main:574] : INFO : Epoch 1601 | loss: 0.0311857 | val_loss: 0.0311957 | Time: 3296.91 ms [2022-03-12 07:15:35 main:574] : INFO : Epoch 1602 | loss: 0.0311846 | val_loss: 0.0311962 | Time: 3325.13 ms [2022-03-12 07:15:39 main:574] : INFO : Epoch 1603 | loss: 0.0311837 | val_loss: 0.0311953 | Time: 3314.49 ms [2022-03-12 07:15:42 main:574] : INFO : Epoch 1604 | loss: 0.0311829 | val_loss: 0.0311945 | Time: 3247.81 ms [2022-03-12 07:15:45 main:574] : INFO : Epoch 1605 | loss: 0.0311836 | val_loss: 0.0311963 | Time: 3281.78 ms [2022-03-12 07:15:48 main:574] : INFO : Epoch 1606 | loss: 0.0311833 | val_loss: 0.0311969 | Time: 3358.07 ms [2022-03-12 07:15:52 main:574] : INFO : Epoch 1607 | loss: 0.0311832 | val_loss: 0.0311957 | Time: 3248.26 ms [2022-03-12 07:15:55 main:574] : INFO : Epoch 1608 | loss: 0.0311834 | val_loss: 0.031196 | Time: 3249.98 ms [2022-03-12 07:15:58 main:574] : INFO : Epoch 1609 | loss: 0.031183 | val_loss: 0.0311954 | Time: 3330.14 ms [2022-03-12 07:16:02 main:574] : INFO : Epoch 1610 | loss: 0.0311836 | val_loss: 0.0311991 | Time: 3341.98 ms [2022-03-12 07:16:05 main:574] : INFO : Epoch 1611 | loss: 0.0311859 | val_loss: 0.0311958 | Time: 3265.65 ms [2022-03-12 07:16:08 main:574] : INFO : Epoch 1612 | loss: 0.0311858 | val_loss: 0.0311981 | Time: 3274.74 ms [2022-03-12 07:16:11 main:574] : INFO : Epoch 1613 | loss: 0.0311839 | val_loss: 0.0311959 | Time: 3273.52 ms [2022-03-12 07:16:15 main:574] : INFO : Epoch 1614 | loss: 0.0311834 | val_loss: 0.0311956 | Time: 3333.11 ms [2022-03-12 07:16:18 main:574] : INFO : Epoch 1615 | loss: 0.0311833 | val_loss: 0.0311955 | Time: 3251.8 ms [2022-03-12 07:16:21 main:574] : INFO : Epoch 1616 | loss: 0.0311865 | val_loss: 0.0312002 | Time: 3285.32 ms [2022-03-12 07:16:25 main:574] : INFO : Epoch 1617 | loss: 0.0311879 | val_loss: 0.0311985 | Time: 3264.07 ms [2022-03-12 07:16:28 main:574] : INFO : Epoch 1618 | loss: 0.0311864 | val_loss: 0.0311971 | Time: 3282.58 ms [2022-03-12 07:16:31 main:574] : INFO : Epoch 1619 | loss: 0.0311877 | val_loss: 0.0311979 | Time: 3296.2 ms [2022-03-12 07:16:35 main:574] : INFO : Epoch 1620 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 3275.85 ms [2022-03-12 07:16:38 main:574] : INFO : Epoch 1621 | loss: 0.0311862 | val_loss: 0.0311946 | Time: 3271.01 ms [2022-03-12 07:16:41 main:574] : INFO : Epoch 1622 | loss: 0.0311858 | val_loss: 0.0311985 | Time: 3286.43 ms [2022-03-12 07:16:44 main:574] : INFO : Epoch 1623 | loss: 0.0311843 | val_loss: 0.0311954 | Time: 3289.81 ms [2022-03-12 07:16:48 main:574] : INFO : Epoch 1624 | loss: 0.0311832 | val_loss: 0.0311946 | Time: 3285.73 ms [2022-03-12 07:16:51 main:574] : INFO : Epoch 1625 | loss: 0.0311842 | val_loss: 0.0311975 | Time: 3319.18 ms [2022-03-12 07:16:54 main:574] : INFO : Epoch 1626 | loss: 0.0311853 | val_loss: 0.0311954 | Time: 3274.93 ms [2022-03-12 07:16:58 main:574] : INFO : Epoch 1627 | loss: 0.0311856 | val_loss: 0.0311945 | Time: 3300.02 ms [2022-03-12 07:17:01 main:574] : INFO : Epoch 1628 | loss: 0.0311854 | val_loss: 0.0311963 | Time: 3267.29 ms [2022-03-12 07:17:04 main:574] : INFO : Epoch 1629 | loss: 0.0311848 | val_loss: 0.0312001 | Time: 3311.74 ms [2022-03-12 07:17:07 main:574] : INFO : Epoch 1630 | loss: 0.0311843 | val_loss: 0.0311948 | Time: 3313.01 ms [2022-03-12 07:17:11 main:574] : INFO : Epoch 1631 | loss: 0.0311834 | val_loss: 0.0311979 | Time: 3312.53 ms [2022-03-12 07:17:14 main:574] : INFO : Epoch 1632 | loss: 0.031184 | val_loss: 0.0311942 | Time: 3297.55 ms [2022-03-12 07:17:17 main:574] : INFO : Epoch 1633 | loss: 0.0311834 | val_loss: 0.0311964 | Time: 3279.16 ms [2022-03-12 07:17:21 main:574] : INFO : Epoch 1634 | loss: 0.0311835 | val_loss: 0.0311957 | Time: 3257.22 ms [2022-03-12 07:17:24 main:574] : INFO : Epoch 1635 | loss: 0.0311828 | val_loss: 0.0311951 | Time: 3304.54 ms [2022-03-12 07:17:27 main:574] : INFO : Epoch 1636 | loss: 0.0311817 | val_loss: 0.0311956 | Time: 3266.2 ms [2022-03-12 07:17:30 main:574] : INFO : Epoch 1637 | loss: 0.0311824 | val_loss: 0.0311968 | Time: 3293.65 ms [2022-03-12 07:17:34 main:574] : INFO : Epoch 1638 | loss: 0.0311829 | val_loss: 0.0311962 | Time: 3257.49 ms [2022-03-12 07:17:37 main:574] : INFO : Epoch 1639 | loss: 0.0311815 | val_loss: 0.0311978 | Time: 3268.5 ms [2022-03-12 07:17:40 main:574] : INFO : Epoch 1640 | loss: 0.031183 | val_loss: 0.0311965 | Time: 3282.4 ms [2022-03-12 07:17:44 main:574] : INFO : Epoch 1641 | loss: 0.0311833 | val_loss: 0.0311962 | Time: 3277.64 ms [2022-03-12 07:17:47 main:574] : INFO : Epoch 1642 | loss: 0.0311878 | val_loss: 0.0311967 | Time: 3241.67 ms [2022-03-12 07:17:50 main:574] : INFO : Epoch 1643 | loss: 0.0311852 | val_loss: 0.0311965 | Time: 3235.34 ms [2022-03-12 07:17:53 main:574] : INFO : Epoch 1644 | loss: 0.0311845 | val_loss: 0.0311983 | Time: 3279.88 ms [2022-03-12 07:17:57 main:574] : INFO : Epoch 1645 | loss: 0.0311839 | val_loss: 0.0311957 | Time: 3271.97 ms [2022-03-12 07:18:00 main:574] : INFO : Epoch 1646 | loss: 0.0311847 | val_loss: 0.031197 | Time: 3230.33 ms [2022-03-12 07:18:03 main:574] : INFO : Epoch 1647 | loss: 0.0311833 | val_loss: 0.0311967 | Time: 3255.82 ms [2022-03-12 07:18:06 main:574] : INFO : Epoch 1648 | loss: 0.0311828 | val_loss: 0.0311969 | Time: 3274.33 ms [2022-03-12 07:18:10 main:574] : INFO : Epoch 1649 | loss: 0.0311813 | val_loss: 0.0311954 | Time: 3241.24 ms [2022-03-12 07:18:13 main:574] : INFO : Epoch 1650 | loss: 0.0311814 | val_loss: 0.0311986 | Time: 3208.89 ms [2022-03-12 07:18:16 main:574] : INFO : Epoch 1651 | loss: 0.0311819 | val_loss: 0.0311963 | Time: 3199.19 ms [2022-03-12 07:18:19 main:574] : INFO : Epoch 1652 | loss: 0.0311812 | val_loss: 0.0311969 | Time: 3277.43 ms [2022-03-12 07:18:23 main:574] : INFO : Epoch 1653 | loss: 0.0311825 | val_loss: 0.0312031 | Time: 3229.09 ms [2022-03-12 07:18:26 main:574] : INFO : Epoch 1654 | loss: 0.0311829 | val_loss: 0.0311965 | Time: 3297.42 ms [2022-03-12 07:18:29 main:574] : INFO : Epoch 1655 | loss: 0.0311809 | val_loss: 0.0311986 | Time: 3260.29 ms [2022-03-12 07:18:32 main:574] : INFO : Epoch 1656 | loss: 0.0311817 | val_loss: 0.0311981 | Time: 3282.51 ms [2022-03-12 07:18:36 main:574] : INFO : Epoch 1657 | loss: 0.0311809 | val_loss: 0.0311993 | Time: 3330.6 ms [2022-03-12 07:18:39 main:574] : INFO : Epoch 1658 | loss: 0.0311811 | val_loss: 0.0311971 | Time: 3277.31 ms [2022-03-12 07:18:42 main:574] : INFO : Epoch 1659 | loss: 0.0311812 | val_loss: 0.0311969 | Time: 3269.51 ms [2022-03-12 07:18:46 main:574] : INFO : Epoch 1660 | loss: 0.0311812 | val_loss: 0.0311994 | Time: 3310.46 ms [2022-03-12 07:18:49 main:574] : INFO : Epoch 1661 | loss: 0.0311809 | val_loss: 0.0311982 | Time: 3321.02 ms [2022-03-12 07:18:52 main:574] : INFO : Epoch 1662 | loss: 0.0311838 | val_loss: 0.031198 | Time: 3256.48 ms [2022-03-12 07:18:56 main:574] : INFO : Epoch 1663 | loss: 0.0311839 | val_loss: 0.0311987 | Time: 3299.48 ms [2022-03-12 07:18:59 main:574] : INFO : Epoch 1664 | loss: 0.0311823 | val_loss: 0.0311976 | Time: 3271.08 ms [2022-03-12 07:19:02 main:574] : INFO : Epoch 1665 | loss: 0.0311803 | val_loss: 0.0312012 | Time: 3312.63 ms [2022-03-12 07:19:05 main:574] : INFO : Epoch 1666 | loss: 0.0311828 | val_loss: 0.0311985 | Time: 3285.21 ms [2022-03-12 07:19:09 main:574] : INFO : Epoch 1667 | loss: 0.0311809 | val_loss: 0.031199 | Time: 3248.22 ms [2022-03-12 07:19:12 main:574] : INFO : Epoch 1668 | loss: 0.0311837 | val_loss: 0.0311975 | Time: 3250.84 ms [2022-03-12 07:19:15 main:574] : INFO : Epoch 1669 | loss: 0.0311852 | val_loss: 0.0311967 | Time: 3299.35 ms [2022-03-12 07:19:18 main:574] : INFO : Epoch 1670 | loss: 0.0311827 | val_loss: 0.0311946 | Time: 3260.45 ms [2022-03-12 07:19:22 main:574] : INFO : Epoch 1671 | loss: 0.0311842 | val_loss: 0.0311964 | Time: 3255.39 ms [2022-03-12 07:19:25 main:574] : INFO : Epoch 1672 | loss: 0.0311841 | val_loss: 0.0311968 | Time: 3319.91 ms [2022-03-12 07:19:28 main:574] : INFO : Epoch 1673 | loss: 0.031182 | val_loss: 0.0311953 | Time: 3308.59 ms [2022-03-12 07:19:32 main:574] : INFO : Epoch 1674 | loss: 0.0311821 | val_loss: 0.0311975 | Time: 3305.48 ms [2022-03-12 07:19:35 main:574] : INFO : Epoch 1675 | loss: 0.0311829 | val_loss: 0.0311954 | Time: 3255.57 ms [2022-03-12 07:19:38 main:574] : INFO : Epoch 1676 | loss: 0.0311814 | val_loss: 0.0311959 | Time: 3297.83 ms [2022-03-12 07:19:42 main:574] : INFO : Epoch 1677 | loss: 0.0311814 | val_loss: 0.0311968 | Time: 3259.38 ms [2022-03-12 07:19:45 main:574] : INFO : Epoch 1678 | loss: 0.0311822 | val_loss: 0.0311962 | Time: 3287.33 ms [2022-03-12 07:19:48 main:574] : INFO : Epoch 1679 | loss: 0.0311805 | val_loss: 0.031201 | Time: 3254.15 ms [2022-03-12 07:19:51 main:574] : INFO : Epoch 1680 | loss: 0.0311837 | val_loss: 0.031199 | Time: 3263.42 ms [2022-03-12 07:19:55 main:574] : INFO : Epoch 1681 | loss: 0.0311829 | val_loss: 0.0311964 | Time: 3290.46 ms [2022-03-12 07:19:58 main:574] : INFO : Epoch 1682 | loss: 0.0311821 | val_loss: 0.0311977 | Time: 3300.28 ms [2022-03-12 07:20:01 main:574] : INFO : Epoch 1683 | loss: 0.0311808 | val_loss: 0.031199 | Time: 3279.07 ms [2022-03-12 07:20:04 main:574] : INFO : Epoch 1684 | loss: 0.0311815 | val_loss: 0.0311975 | Time: 3221.75 ms [2022-03-12 07:20:08 main:574] : INFO : Epoch 1685 | loss: 0.0311822 | val_loss: 0.0311985 | Time: 3288.98 ms [2022-03-12 07:20:11 main:574] : INFO : Epoch 1686 | loss: 0.0311805 | val_loss: 0.0311982 | Time: 3325.91 ms [2022-03-12 07:20:14 main:574] : INFO : Epoch 1687 | loss: 0.0311806 | val_loss: 0.0311965 | Time: 3273.18 ms [2022-03-12 07:20:18 main:574] : INFO : Epoch 1688 | loss: 0.0311804 | val_loss: 0.0311983 | Time: 3286.35 ms [2022-03-12 07:20:21 main:574] : INFO : Epoch 1689 | loss: 0.0311824 | val_loss: 0.0312002 | Time: 3223.68 ms [2022-03-12 07:20:24 main:574] : INFO : Epoch 1690 | loss: 0.0311827 | val_loss: 0.0311979 | Time: 3314.24 ms [2022-03-12 07:20:27 main:574] : INFO : Epoch 1691 | loss: 0.0311828 | val_loss: 0.0311997 | Time: 3278.02 ms [2022-03-12 07:20:31 main:574] : INFO : Epoch 1692 | loss: 0.0311813 | val_loss: 0.0312006 | Time: 3249.95 ms [2022-03-12 07:20:34 main:574] : INFO : Epoch 1693 | loss: 0.0311809 | val_loss: 0.0311962 | Time: 3329.33 ms [2022-03-12 07:20:37 main:574] : INFO : Epoch 1694 | loss: 0.03118 | val_loss: 0.0311979 | Time: 3325.15 ms [2022-03-12 07:20:41 main:574] : INFO : Epoch 1695 | loss: 0.0311812 | val_loss: 0.0311992 | Time: 3261.62 ms [2022-03-12 07:20:44 main:574] : INFO : Epoch 1696 | loss: 0.0311828 | val_loss: 0.031199 | Time: 3273.07 ms [2022-03-12 07:20:47 main:574] : INFO : Epoch 1697 | loss: 0.0311929 | val_loss: 0.0312001 | Time: 3258.73 ms [2022-03-12 07:20:50 main:574] : INFO : Epoch 1698 | loss: 0.0311913 | val_loss: 0.0311976 | Time: 3279.37 ms [2022-03-12 07:20:54 main:574] : INFO : Epoch 1699 | loss: 0.0311908 | val_loss: 0.0311986 | Time: 3242.77 ms [2022-03-12 07:20:57 main:574] : INFO : Epoch 1700 | loss: 0.0311876 | val_loss: 0.0311961 | Time: 3261.23 ms [2022-03-12 07:21:00 main:574] : INFO : Epoch 1701 | loss: 0.0311875 | val_loss: 0.0311991 | Time: 3295.98 ms [2022-03-12 07:21:04 main:574] : INFO : Epoch 1702 | loss: 0.0311871 | val_loss: 0.0311973 | Time: 3268.35 ms [2022-03-12 07:21:07 main:574] : INFO : Epoch 1703 | loss: 0.0311872 | val_loss: 0.0311957 | Time: 3279.4 ms [2022-03-12 07:21:10 main:574] : INFO : Epoch 1704 | loss: 0.0311862 | val_loss: 0.0311942 | Time: 3299.41 ms [2022-03-12 07:21:13 main:574] : INFO : Epoch 1705 | loss: 0.0311845 | val_loss: 0.0311948 | Time: 3242.96 ms [2022-03-12 07:21:17 main:574] : INFO : Epoch 1706 | loss: 0.0311835 | val_loss: 0.0311954 | Time: 3276.81 ms [2022-03-12 07:21:20 main:574] : INFO : Epoch 1707 | loss: 0.0311837 | val_loss: 0.0311943 | Time: 3240.54 ms [2022-03-12 07:21:23 main:574] : INFO : Epoch 1708 | loss: 0.0311828 | val_loss: 0.0311959 | Time: 3302.58 ms [2022-03-12 07:21:26 main:574] : INFO : Epoch 1709 | loss: 0.0311831 | val_loss: 0.0311958 | Time: 3295.78 ms [2022-03-12 07:21:30 main:574] : INFO : Epoch 1710 | loss: 0.0311814 | val_loss: 0.0311955 | Time: 3289.7 ms [2022-03-12 07:21:33 main:574] : INFO : Epoch 1711 | loss: 0.0311816 | val_loss: 0.0311974 | Time: 3300.09 ms [2022-03-12 07:21:36 main:574] : INFO : Epoch 1712 | loss: 0.0311819 | val_loss: 0.0311955 | Time: 3275.8 ms [2022-03-12 07:21:40 main:574] : INFO : Epoch 1713 | loss: 0.0311801 | val_loss: 0.0311977 | Time: 3348.4 ms [2022-03-12 07:21:43 main:574] : INFO : Epoch 1714 | loss: 0.0311811 | val_loss: 0.031198 | Time: 3277.74 ms [2022-03-12 07:21:46 main:574] : INFO : Epoch 1715 | loss: 0.03118 | val_loss: 0.0311967 | Time: 3293.88 ms [2022-03-12 07:21:50 main:574] : INFO : Epoch 1716 | loss: 0.031181 | val_loss: 0.0311975 | Time: 3275.77 ms [2022-03-12 07:21:53 main:574] : INFO : Epoch 1717 | loss: 0.0311814 | val_loss: 0.0311979 | Time: 3308.17 ms [2022-03-12 07:21:56 main:574] : INFO : Epoch 1718 | loss: 0.0311803 | val_loss: 0.031198 | Time: 3235.98 ms [2022-03-12 07:21:59 main:574] : INFO : Epoch 1719 | loss: 0.03118 | val_loss: 0.0311982 | Time: 3279.3 ms [2022-03-12 07:22:03 main:574] : INFO : Epoch 1720 | loss: 0.0311812 | val_loss: 0.0311985 | Time: 3275.64 ms [2022-03-12 07:22:06 main:574] : INFO : Epoch 1721 | loss: 0.0311792 | val_loss: 0.0311976 | Time: 3350.5 ms [2022-03-12 07:22:09 main:574] : INFO : Epoch 1722 | loss: 0.0311803 | val_loss: 0.0311964 | Time: 3231.01 ms [2022-03-12 07:22:13 main:574] : INFO : Epoch 1723 | loss: 0.0311799 | val_loss: 0.0311983 | Time: 3293.96 ms [2022-03-12 07:22:16 main:574] : INFO : Epoch 1724 | loss: 0.0311798 | val_loss: 0.0311976 | Time: 3298.26 ms [2022-03-12 07:22:19 main:574] : INFO : Epoch 1725 | loss: 0.0311799 | val_loss: 0.0311991 | Time: 3313.31 ms [2022-03-12 07:22:22 main:574] : INFO : Epoch 1726 | loss: 0.0311794 | val_loss: 0.0311982 | Time: 3270.12 ms [2022-03-12 07:22:26 main:574] : INFO : Epoch 1727 | loss: 0.0311819 | val_loss: 0.0311962 | Time: 3251.96 ms [2022-03-12 07:22:29 main:574] : INFO : Epoch 1728 | loss: 0.031181 | val_loss: 0.031198 | Time: 3320.58 ms [2022-03-12 07:22:32 main:574] : INFO : Epoch 1729 | loss: 0.0311804 | val_loss: 0.0311971 | Time: 3293.59 ms [2022-03-12 07:22:36 main:574] : INFO : Epoch 1730 | loss: 0.0311794 | val_loss: 0.0311952 | Time: 3336.99 ms [2022-03-12 07:22:39 main:574] : INFO : Epoch 1731 | loss: 0.0311797 | val_loss: 0.0311945 | Time: 3325.97 ms [2022-03-12 07:22:42 main:574] : INFO : Epoch 1732 | loss: 0.0311791 | val_loss: 0.0311976 | Time: 3306.57 ms [2022-03-12 07:22:46 main:574] : INFO : Epoch 1733 | loss: 0.0311808 | val_loss: 0.0312022 | Time: 3287.42 ms [2022-03-12 07:22:49 main:574] : INFO : Epoch 1734 | loss: 0.0311834 | val_loss: 0.0312061 | Time: 3290.3 ms [2022-03-12 07:22:52 main:574] : INFO : Epoch 1735 | loss: 0.0311862 | val_loss: 0.031208 | Time: 3300.74 ms [2022-03-12 07:22:55 main:574] : INFO : Epoch 1736 | loss: 0.0311969 | val_loss: 0.0312041 | Time: 3246.38 ms [2022-03-12 07:22:59 main:574] : INFO : Epoch 1737 | loss: 0.0311949 | val_loss: 0.0312058 | Time: 3221.32 ms [2022-03-12 07:23:02 main:574] : INFO : Epoch 1738 | loss: 0.0311928 | val_loss: 0.0312017 | Time: 3293.71 ms [2022-03-12 07:23:05 main:574] : INFO : Epoch 1739 | loss: 0.0311914 | val_loss: 0.0312046 | Time: 3270.35 ms [2022-03-12 07:23:09 main:574] : INFO : Epoch 1740 | loss: 0.03119 | val_loss: 0.0311994 | Time: 3282.61 ms [2022-03-12 07:23:12 main:574] : INFO : Epoch 1741 | loss: 0.0311872 | val_loss: 0.0312003 | Time: 3274.59 ms [2022-03-12 07:23:15 main:574] : INFO : Epoch 1742 | loss: 0.0311873 | val_loss: 0.0312042 | Time: 3280.54 ms [2022-03-12 07:23:18 main:574] : INFO : Epoch 1743 | loss: 0.0311883 | val_loss: 0.0312053 | Time: 3317.68 ms [2022-03-12 07:23:22 main:574] : INFO : Epoch 1744 | loss: 0.0311868 | val_loss: 0.0312069 | Time: 3272 ms [2022-03-12 07:23:25 main:574] : INFO : Epoch 1745 | loss: 0.0311863 | val_loss: 0.0311979 | Time: 3295.8 ms [2022-03-12 07:23:28 main:574] : INFO : Epoch 1746 | loss: 0.0311834 | val_loss: 0.0311982 | Time: 3292.34 ms [2022-03-12 07:23:32 main:574] : INFO : Epoch 1747 | loss: 0.0311858 | val_loss: 0.0311972 | Time: 3284.5 ms [2022-03-12 07:23:35 main:574] : INFO : Epoch 1748 | loss: 0.0311835 | val_loss: 0.0311972 | Time: 3325.08 ms [2022-03-12 07:23:38 main:574] : INFO : Epoch 1749 | loss: 0.0311803 | val_loss: 0.031197 | Time: 3299.32 ms [2022-03-12 07:23:42 main:574] : INFO : Epoch 1750 | loss: 0.0311801 | val_loss: 0.0311975 | Time: 3304.72 ms [2022-03-12 07:23:45 main:574] : INFO : Epoch 1751 | loss: 0.0311798 | val_loss: 0.0311978 | Time: 3309.7 ms [2022-03-12 07:23:48 main:574] : INFO : Epoch 1752 | loss: 0.0311854 | val_loss: 0.0311989 | Time: 3284.24 ms [2022-03-12 07:23:51 main:574] : INFO : Epoch 1753 | loss: 0.0311859 | val_loss: 0.031196 | Time: 3308.61 ms [2022-03-12 07:23:55 main:574] : INFO : Epoch 1754 | loss: 0.0311833 | val_loss: 0.0311956 | Time: 3240.5 ms [2022-03-12 07:23:58 main:574] : INFO : Epoch 1755 | loss: 0.0311832 | val_loss: 0.0312003 | Time: 3281.89 ms [2022-03-12 07:24:01 main:574] : INFO : Epoch 1756 | loss: 0.0311831 | val_loss: 0.0311993 | Time: 3308.04 ms [2022-03-12 07:24:05 main:574] : INFO : Epoch 1757 | loss: 0.0311813 | val_loss: 0.0311995 | Time: 3294.68 ms [2022-03-12 07:24:08 main:574] : INFO : Epoch 1758 | loss: 0.0311803 | val_loss: 0.0311962 | Time: 3299.3 ms [2022-03-12 07:24:11 main:574] : INFO : Epoch 1759 | loss: 0.0311806 | val_loss: 0.0311966 | Time: 3339.55 ms [2022-03-12 07:24:14 main:574] : INFO : Epoch 1760 | loss: 0.0311794 | val_loss: 0.0311966 | Time: 3269.94 ms [2022-03-12 07:24:18 main:574] : INFO : Epoch 1761 | loss: 0.0311789 | val_loss: 0.0311986 | Time: 3321.95 ms [2022-03-12 07:24:21 main:574] : INFO : Epoch 1762 | loss: 0.031178 | val_loss: 0.0311979 | Time: 3285.49 ms [2022-03-12 07:24:24 main:574] : INFO : Epoch 1763 | loss: 0.0311784 | val_loss: 0.0311987 | Time: 3228.34 ms [2022-03-12 07:24:28 main:574] : INFO : Epoch 1764 | loss: 0.0311799 | val_loss: 0.0312005 | Time: 3335.09 ms [2022-03-12 07:24:31 main:574] : INFO : Epoch 1765 | loss: 0.031179 | val_loss: 0.0311984 | Time: 3302.53 ms [2022-03-12 07:24:34 main:574] : INFO : Epoch 1766 | loss: 0.0311785 | val_loss: 0.0311972 | Time: 3249.1 ms [2022-03-12 07:24:38 main:574] : INFO : Epoch 1767 | loss: 0.0311811 | val_loss: 0.0311962 | Time: 3274.77 ms [2022-03-12 07:24:41 main:574] : INFO : Epoch 1768 | loss: 0.031183 | val_loss: 0.0311955 | Time: 3237.19 ms [2022-03-12 07:24:44 main:574] : INFO : Epoch 1769 | loss: 0.0311818 | val_loss: 0.031196 | Time: 3303.52 ms [2022-03-12 07:24:47 main:574] : INFO : Epoch 1770 | loss: 0.0311807 | val_loss: 0.0311979 | Time: 3263.22 ms [2022-03-12 07:24:51 main:574] : INFO : Epoch 1771 | loss: 0.0311825 | val_loss: 0.0311974 | Time: 3292.11 ms [2022-03-12 07:24:54 main:574] : INFO : Epoch 1772 | loss: 0.03118 | val_loss: 0.031197 | Time: 3220.02 ms [2022-03-12 07:24:57 main:574] : INFO : Epoch 1773 | loss: 0.0311793 | val_loss: 0.0311994 | Time: 3271.91 ms [2022-03-12 07:25:00 main:574] : INFO : Epoch 1774 | loss: 0.0311787 | val_loss: 0.0311989 | Time: 3267.46 ms [2022-03-12 07:25:04 main:574] : INFO : Epoch 1775 | loss: 0.0311791 | val_loss: 0.0311972 | Time: 3225.24 ms [2022-03-12 07:25:07 main:574] : INFO : Epoch 1776 | loss: 0.0311781 | val_loss: 0.0311971 | Time: 3266.25 ms [2022-03-12 07:25:10 main:574] : INFO : Epoch 1777 | loss: 0.0311786 | val_loss: 0.0311973 | Time: 3241.8 ms [2022-03-12 07:25:13 main:574] : INFO : Epoch 1778 | loss: 0.0311782 | val_loss: 0.0311965 | Time: 3247.93 ms [2022-03-12 07:25:17 main:574] : INFO : Epoch 1779 | loss: 0.0311789 | val_loss: 0.0311985 | Time: 3259.43 ms [2022-03-12 07:25:20 main:574] : INFO : Epoch 1780 | loss: 0.0311786 | val_loss: 0.0311967 | Time: 3294.76 ms [2022-03-12 07:25:23 main:574] : INFO : Epoch 1781 | loss: 0.031182 | val_loss: 0.0311942 | Time: 3243.82 ms [2022-03-12 07:25:26 main:574] : INFO : Epoch 1782 | loss: 0.0311836 | val_loss: 0.0311944 | Time: 3288.89 ms [2022-03-12 07:25:30 main:574] : INFO : Epoch 1783 | loss: 0.0311832 | val_loss: 0.0311939 | Time: 3302.11 ms [2022-03-12 07:25:33 main:574] : INFO : Epoch 1784 | loss: 0.0311829 | val_loss: 0.0311958 | Time: 3236.97 ms [2022-03-12 07:25:36 main:574] : INFO : Epoch 1785 | loss: 0.0311806 | val_loss: 0.0311956 | Time: 3290.75 ms [2022-03-12 07:25:40 main:574] : INFO : Epoch 1786 | loss: 0.0311795 | val_loss: 0.031198 | Time: 3223 ms [2022-03-12 07:25:43 main:574] : INFO : Epoch 1787 | loss: 0.0311795 | val_loss: 0.0311967 | Time: 3284.03 ms [2022-03-12 07:25:46 main:574] : INFO : Epoch 1788 | loss: 0.0311791 | val_loss: 0.0311985 | Time: 3247.75 ms [2022-03-12 07:25:49 main:574] : INFO : Epoch 1789 | loss: 0.0311787 | val_loss: 0.0312002 | Time: 3274.43 ms [2022-03-12 07:25:53 main:574] : INFO : Epoch 1790 | loss: 0.0311781 | val_loss: 0.0311985 | Time: 3270.63 ms [2022-03-12 07:25:56 main:574] : INFO : Epoch 1791 | loss: 0.0311799 | val_loss: 0.0311979 | Time: 3286.89 ms [2022-03-12 07:25:59 main:574] : INFO : Epoch 1792 | loss: 0.0311782 | val_loss: 0.0311991 | Time: 3285.76 ms [2022-03-12 07:26:02 main:574] : INFO : Epoch 1793 | loss: 0.0311773 | val_loss: 0.0311963 | Time: 3254.95 ms [2022-03-12 07:26:06 main:574] : INFO : Epoch 1794 | loss: 0.031178 | val_loss: 0.0311981 | Time: 3252.54 ms [2022-03-12 07:26:09 main:574] : INFO : Epoch 1795 | loss: 0.0311786 | val_loss: 0.0312003 | Time: 3312.48 ms [2022-03-12 07:26:12 main:574] : INFO : Epoch 1796 | loss: 0.031183 | val_loss: 0.0311977 | Time: 3292.71 ms [2022-03-12 07:26:16 main:574] : INFO : Epoch 1797 | loss: 0.0311853 | val_loss: 0.0311947 | Time: 3280.68 ms [2022-03-12 07:26:19 main:574] : INFO : Epoch 1798 | loss: 0.0311815 | val_loss: 0.0311956 | Time: 3287.26 ms [2022-03-12 07:26:22 main:574] : INFO : Epoch 1799 | loss: 0.0311805 | val_loss: 0.0311975 | Time: 3298.09 ms [2022-03-12 07:26:26 main:574] : INFO : Epoch 1800 | loss: 0.0311784 | val_loss: 0.0311985 | Time: 3292.85 ms [2022-03-12 07:26:29 main:574] : INFO : Epoch 1801 | loss: 0.0311788 | val_loss: 0.0311978 | Time: 3274.17 ms [2022-03-12 07:26:32 main:574] : INFO : Epoch 1802 | loss: 0.0311779 | val_loss: 0.0311978 | Time: 3259.7 ms [2022-03-12 07:26:35 main:574] : INFO : Epoch 1803 | loss: 0.0311769 | val_loss: 0.0311977 | Time: 3275.68 ms [2022-03-12 07:26:39 main:574] : INFO : Epoch 1804 | loss: 0.0311772 | val_loss: 0.0311995 | Time: 3248.52 ms [2022-03-12 07:26:42 main:574] : INFO : Epoch 1805 | loss: 0.0311778 | val_loss: 0.0311994 | Time: 3292.45 ms [2022-03-12 07:26:45 main:574] : INFO : Epoch 1806 | loss: 0.0311788 | val_loss: 0.0311983 | Time: 3316.78 ms [2022-03-12 07:26:48 main:574] : INFO : Epoch 1807 | loss: 0.0311803 | val_loss: 0.0312018 | Time: 3252.49 ms [2022-03-12 07:26:52 main:574] : INFO : Epoch 1808 | loss: 0.0311794 | val_loss: 0.031201 | Time: 3281.25 ms [2022-03-12 07:26:55 main:574] : INFO : Epoch 1809 | loss: 0.0311818 | val_loss: 0.0312051 | Time: 3324.5 ms [2022-03-12 07:26:58 main:574] : INFO : Epoch 1810 | loss: 0.0311816 | val_loss: 0.0312012 | Time: 3272.75 ms [2022-03-12 07:27:02 main:574] : INFO : Epoch 1811 | loss: 0.0311837 | val_loss: 0.0311992 | Time: 3277.23 ms [2022-03-12 07:27:05 main:574] : INFO : Epoch 1812 | loss: 0.0311824 | val_loss: 0.0311991 | Time: 3251.42 ms [2022-03-12 07:27:08 main:574] : INFO : Epoch 1813 | loss: 0.0311828 | val_loss: 0.0312012 | Time: 3270.03 ms [2022-03-12 07:27:11 main:574] : INFO : Epoch 1814 | loss: 0.0311812 | val_loss: 0.0311963 | Time: 3306.84 ms [2022-03-12 07:27:15 main:574] : INFO : Epoch 1815 | loss: 0.0311827 | val_loss: 0.0311977 | Time: 3319.78 ms [2022-03-12 07:27:18 main:574] : INFO : Epoch 1816 | loss: 0.0311854 | val_loss: 0.0312009 | Time: 3276.98 ms [2022-03-12 07:27:21 main:574] : INFO : Epoch 1817 | loss: 0.0311812 | val_loss: 0.031199 | Time: 3276.5 ms [2022-03-12 07:27:25 main:574] : INFO : Epoch 1818 | loss: 0.0311791 | val_loss: 0.0311999 | Time: 3246.53 ms [2022-03-12 07:27:28 main:574] : INFO : Epoch 1819 | loss: 0.0311838 | val_loss: 0.0312087 | Time: 3249.86 ms [2022-03-12 07:27:31 main:574] : INFO : Epoch 1820 | loss: 0.0311819 | val_loss: 0.0312009 | Time: 3270.04 ms [2022-03-12 07:27:34 main:574] : INFO : Epoch 1821 | loss: 0.0311786 | val_loss: 0.0311997 | Time: 3278.09 ms [2022-03-12 07:27:38 main:574] : INFO : Epoch 1822 | loss: 0.0311796 | val_loss: 0.0311999 | Time: 3316.56 ms [2022-03-12 07:27:41 main:574] : INFO : Epoch 1823 | loss: 0.0311778 | val_loss: 0.0311974 | Time: 3262.61 ms [2022-03-12 07:27:44 main:574] : INFO : Epoch 1824 | loss: 0.0311782 | val_loss: 0.031199 | Time: 3264.51 ms [2022-03-12 07:27:48 main:574] : INFO : Epoch 1825 | loss: 0.0311804 | val_loss: 0.0312031 | Time: 3225.54 ms [2022-03-12 07:27:51 main:574] : INFO : Epoch 1826 | loss: 0.0311802 | val_loss: 0.0311973 | Time: 3261.72 ms [2022-03-12 07:27:54 main:574] : INFO : Epoch 1827 | loss: 0.0311788 | val_loss: 0.031201 | Time: 3316.82 ms [2022-03-12 07:27:57 main:574] : INFO : Epoch 1828 | loss: 0.0311786 | val_loss: 0.0311986 | Time: 3309.63 ms [2022-03-12 07:28:01 main:574] : INFO : Epoch 1829 | loss: 0.0311779 | val_loss: 0.0311981 | Time: 3284.49 ms [2022-03-12 07:28:04 main:574] : INFO : Epoch 1830 | loss: 0.0311787 | val_loss: 0.0311995 | Time: 3270.26 ms [2022-03-12 07:28:07 main:574] : INFO : Epoch 1831 | loss: 0.0311801 | val_loss: 0.0311976 | Time: 3261.9 ms [2022-03-12 07:28:10 main:574] : INFO : Epoch 1832 | loss: 0.0311816 | val_loss: 0.0311965 | Time: 3218.14 ms [2022-03-12 07:28:14 main:574] : INFO : Epoch 1833 | loss: 0.0311807 | val_loss: 0.0311992 | Time: 3299 ms [2022-03-12 07:28:17 main:574] : INFO : Epoch 1834 | loss: 0.0311799 | val_loss: 0.0311965 | Time: 3307.78 ms [2022-03-12 07:28:20 main:574] : INFO : Epoch 1835 | loss: 0.0311809 | val_loss: 0.0312011 | Time: 3206.94 ms [2022-03-12 07:28:24 main:574] : INFO : Epoch 1836 | loss: 0.0311869 | val_loss: 0.0311998 | Time: 3282.03 ms [2022-03-12 07:28:27 main:574] : INFO : Epoch 1837 | loss: 0.0311878 | val_loss: 0.0311985 | Time: 3245.82 ms [2022-03-12 07:28:30 main:574] : INFO : Epoch 1838 | loss: 0.0311861 | val_loss: 0.0311963 | Time: 3304.7 ms [2022-03-12 07:28:33 main:574] : INFO : Epoch 1839 | loss: 0.031186 | val_loss: 0.0311986 | Time: 3346.55 ms [2022-03-12 07:28:37 main:574] : INFO : Epoch 1840 | loss: 0.0311854 | val_loss: 0.0311964 | Time: 3300.89 ms [2022-03-12 07:28:40 main:574] : INFO : Epoch 1841 | loss: 0.0311838 | val_loss: 0.0311976 | Time: 3240.04 ms [2022-03-12 07:28:43 main:574] : INFO : Epoch 1842 | loss: 0.0311825 | val_loss: 0.0311971 | Time: 3271.96 ms [2022-03-12 07:28:47 main:574] : INFO : Epoch 1843 | loss: 0.0311834 | val_loss: 0.031205 | Time: 3297.38 ms [2022-03-12 07:28:50 main:574] : INFO : Epoch 1844 | loss: 0.0311884 | val_loss: 0.0311985 | Time: 3293.05 ms [2022-03-12 07:28:53 main:574] : INFO : Epoch 1845 | loss: 0.031186 | val_loss: 0.0311973 | Time: 3337.37 ms [2022-03-12 07:28:57 main:574] : INFO : Epoch 1846 | loss: 0.0311841 | val_loss: 0.0311964 | Time: 3336.13 ms [2022-03-12 07:29:00 main:574] : INFO : Epoch 1847 | loss: 0.031185 | val_loss: 0.031198 | Time: 3341.78 ms [2022-03-12 07:29:03 main:574] : INFO : Epoch 1848 | loss: 0.0311821 | val_loss: 0.0311981 | Time: 3273.91 ms [2022-03-12 07:29:07 main:574] : INFO : Epoch 1849 | loss: 0.0311808 | val_loss: 0.0311993 | Time: 3305.72 ms [2022-03-12 07:29:10 main:574] : INFO : Epoch 1850 | loss: 0.0311858 | val_loss: 0.0312028 | Time: 3274.79 ms [2022-03-12 07:29:13 main:574] : INFO : Epoch 1851 | loss: 0.0311909 | val_loss: 0.0312009 | Time: 3237.86 ms [2022-03-12 07:29:16 main:574] : INFO : Epoch 1852 | loss: 0.0311926 | val_loss: 0.0311978 | Time: 3246.5 ms [2022-03-12 07:29:20 main:574] : INFO : Epoch 1853 | loss: 0.0311895 | val_loss: 0.0311977 | Time: 3283.23 ms [2022-03-12 07:29:23 main:574] : INFO : Epoch 1854 | loss: 0.0311881 | val_loss: 0.0311984 | Time: 3274.42 ms [2022-03-12 07:29:26 main:574] : INFO : Epoch 1855 | loss: 0.0311885 | val_loss: 0.031205 | Time: 3278.73 ms [2022-03-12 07:29:29 main:574] : INFO : Epoch 1856 | loss: 0.0311895 | val_loss: 0.0311959 | Time: 3339.87 ms [2022-03-12 07:29:33 main:574] : INFO : Epoch 1857 | loss: 0.0311887 | val_loss: 0.0311961 | Time: 3304.02 ms [2022-03-12 07:29:36 main:574] : INFO : Epoch 1858 | loss: 0.0311875 | val_loss: 0.0311976 | Time: 3307.21 ms [2022-03-12 07:29:39 main:574] : INFO : Epoch 1859 | loss: 0.0311857 | val_loss: 0.0311965 | Time: 3290.05 ms [2022-03-12 07:29:43 main:574] : INFO : Epoch 1860 | loss: 0.0311861 | val_loss: 0.0312004 | Time: 3313.13 ms [2022-03-12 07:29:46 main:574] : INFO : Epoch 1861 | loss: 0.0311837 | val_loss: 0.0311989 | Time: 3247.69 ms [2022-03-12 07:29:49 main:574] : INFO : Epoch 1862 | loss: 0.0311831 | val_loss: 0.0311979 | Time: 3364.91 ms [2022-03-12 07:29:53 main:574] : INFO : Epoch 1863 | loss: 0.031181 | val_loss: 0.0312026 | Time: 3271.46 ms [2022-03-12 07:29:56 main:574] : INFO : Epoch 1864 | loss: 0.031183 | val_loss: 0.0311992 | Time: 3319.93 ms [2022-03-12 07:29:59 main:574] : INFO : Epoch 1865 | loss: 0.0311811 | val_loss: 0.0311976 | Time: 3281.16 ms [2022-03-12 07:30:02 main:574] : INFO : Epoch 1866 | loss: 0.0311823 | val_loss: 0.0311984 | Time: 3267.36 ms [2022-03-12 07:30:06 main:574] : INFO : Epoch 1867 | loss: 0.0311829 | val_loss: 0.0311998 | Time: 3292.11 ms [2022-03-12 07:30:09 main:574] : INFO : Epoch 1868 | loss: 0.0311809 | val_loss: 0.0311977 | Time: 3263.64 ms [2022-03-12 07:30:12 main:574] : INFO : Epoch 1869 | loss: 0.0311789 | val_loss: 0.0311997 | Time: 3311.54 ms [2022-03-12 07:30:16 main:574] : INFO : Epoch 1870 | loss: 0.0311799 | val_loss: 0.0311977 | Time: 3253.12 ms [2022-03-12 07:30:19 main:574] : INFO : Epoch 1871 | loss: 0.0311792 | val_loss: 0.0311987 | Time: 3296.82 ms [2022-03-12 07:30:22 main:574] : INFO : Epoch 1872 | loss: 0.0311792 | val_loss: 0.0311998 | Time: 3283.99 ms [2022-03-12 07:30:25 main:574] : INFO : Epoch 1873 | loss: 0.0311779 | val_loss: 0.0311981 | Time: 3274.3 ms [2022-03-12 07:30:29 main:574] : INFO : Epoch 1874 | loss: 0.0311779 | val_loss: 0.0312034 | Time: 3288.68 ms [2022-03-12 07:30:32 main:574] : INFO : Epoch 1875 | loss: 0.0311782 | val_loss: 0.0311979 | Time: 3227.96 ms [2022-03-12 07:30:35 main:574] : INFO : Epoch 1876 | loss: 0.0311787 | val_loss: 0.0311978 | Time: 3343.08 ms [2022-03-12 07:30:39 main:574] : INFO : Epoch 1877 | loss: 0.0311785 | val_loss: 0.0312016 | Time: 3308.13 ms [2022-03-12 07:30:42 main:574] : INFO : Epoch 1878 | loss: 0.0311779 | val_loss: 0.0311996 | Time: 3304.99 ms [2022-03-12 07:30:45 main:574] : INFO : Epoch 1879 | loss: 0.0311778 | val_loss: 0.0311973 | Time: 3253.35 ms [2022-03-12 07:30:48 main:574] : INFO : Epoch 1880 | loss: 0.0311778 | val_loss: 0.0312011 | Time: 3273.6 ms [2022-03-12 07:30:52 main:574] : INFO : Epoch 1881 | loss: 0.0311795 | val_loss: 0.0311994 | Time: 3329.85 ms [2022-03-12 07:30:55 main:574] : INFO : Epoch 1882 | loss: 0.0311797 | val_loss: 0.0311979 | Time: 3340.15 ms [2022-03-12 07:30:58 main:574] : INFO : Epoch 1883 | loss: 0.031178 | val_loss: 0.0312045 | Time: 3261.19 ms [2022-03-12 07:31:02 main:574] : INFO : Epoch 1884 | loss: 0.0311779 | val_loss: 0.031199 | Time: 3244.13 ms [2022-03-12 07:31:05 main:574] : INFO : Epoch 1885 | loss: 0.0311779 | val_loss: 0.0311998 | Time: 3274.28 ms [2022-03-12 07:31:08 main:574] : INFO : Epoch 1886 | loss: 0.0311784 | val_loss: 0.0311998 | Time: 3288.73 ms [2022-03-12 07:31:12 main:574] : INFO : Epoch 1887 | loss: 0.03118 | val_loss: 0.0312014 | Time: 3266.34 ms [2022-03-12 07:31:15 main:574] : INFO : Epoch 1888 | loss: 0.0311787 | val_loss: 0.0312006 | Time: 3281.08 ms [2022-03-12 07:31:18 main:574] : INFO : Epoch 1889 | loss: 0.0311773 | val_loss: 0.0312018 | Time: 3301.91 ms [2022-03-12 07:31:21 main:574] : INFO : Epoch 1890 | loss: 0.0311784 | val_loss: 0.0311987 | Time: 3267.53 ms [2022-03-12 07:31:25 main:574] : INFO : Epoch 1891 | loss: 0.0311806 | val_loss: 0.0311995 | Time: 3311.44 ms [2022-03-12 07:31:28 main:574] : INFO : Epoch 1892 | loss: 0.0311834 | val_loss: 0.031199 | Time: 3291.77 ms [2022-03-12 07:31:31 main:574] : INFO : Epoch 1893 | loss: 0.0311836 | val_loss: 0.031204 | Time: 3261.36 ms [2022-03-12 07:31:35 main:574] : INFO : Epoch 1894 | loss: 0.0311805 | val_loss: 0.0311984 | Time: 3265.82 ms [2022-03-12 07:31:38 main:574] : INFO : Epoch 1895 | loss: 0.0311815 | val_loss: 0.0311997 | Time: 3288.81 ms [2022-03-12 07:31:41 main:574] : INFO : Epoch 1896 | loss: 0.0311818 | val_loss: 0.0311976 | Time: 3258.87 ms [2022-03-12 07:31:44 main:574] : INFO : Epoch 1897 | loss: 0.0311804 | val_loss: 0.0312006 | Time: 3302.57 ms [2022-03-12 07:31:48 main:574] : INFO : Epoch 1898 | loss: 0.031182 | val_loss: 0.0312117 | Time: 3297.29 ms [2022-03-12 07:31:51 main:574] : INFO : Epoch 1899 | loss: 0.0311808 | val_loss: 0.0312017 | Time: 3278.22 ms [2022-03-12 07:31:54 main:574] : INFO : Epoch 1900 | loss: 0.0311807 | val_loss: 0.031199 | Time: 3313.87 ms [2022-03-12 07:31:58 main:574] : INFO : Epoch 1901 | loss: 0.0311803 | val_loss: 0.0311979 | Time: 3287.68 ms [2022-03-12 07:32:01 main:574] : INFO : Epoch 1902 | loss: 0.0311784 | val_loss: 0.0311997 | Time: 3287.75 ms [2022-03-12 07:32:04 main:574] : INFO : Epoch 1903 | loss: 0.0311787 | val_loss: 0.0311985 | Time: 3259.24 ms [2022-03-12 07:32:07 main:574] : INFO : Epoch 1904 | loss: 0.0311786 | val_loss: 0.0311981 | Time: 3288.84 ms [2022-03-12 07:32:11 main:574] : INFO : Epoch 1905 | loss: 0.0311783 | val_loss: 0.0311992 | Time: 3376.95 ms [2022-03-12 07:32:14 main:574] : INFO : Epoch 1906 | loss: 0.0311776 | val_loss: 0.0312016 | Time: 3284.32 ms [2022-03-12 07:32:17 main:574] : INFO : Epoch 1907 | loss: 0.0311783 | val_loss: 0.0311999 | Time: 3283.77 ms [2022-03-12 07:32:21 main:574] : INFO : Epoch 1908 | loss: 0.0311779 | val_loss: 0.0312002 | Time: 3288.52 ms [2022-03-12 07:32:24 main:574] : INFO : Epoch 1909 | loss: 0.0311843 | val_loss: 0.0312001 | Time: 3287.08 ms [2022-03-12 07:32:27 main:574] : INFO : Epoch 1910 | loss: 0.0311851 | val_loss: 0.0312002 | Time: 3233.3 ms [2022-03-12 07:32:30 main:574] : INFO : Epoch 1911 | loss: 0.0311805 | val_loss: 0.0312 | Time: 3257.81 ms [2022-03-12 07:32:34 main:574] : INFO : Epoch 1912 | loss: 0.031181 | val_loss: 0.0312023 | Time: 3303.9 ms [2022-03-12 07:32:37 main:574] : INFO : Epoch 1913 | loss: 0.0311814 | val_loss: 0.0311997 | Time: 3267.01 ms [2022-03-12 07:32:40 main:574] : INFO : Epoch 1914 | loss: 0.0311806 | val_loss: 0.0312028 | Time: 3312.54 ms [2022-03-12 07:32:44 main:574] : INFO : Epoch 1915 | loss: 0.0311795 | val_loss: 0.0311982 | Time: 3309.56 ms [2022-03-12 07:32:47 main:574] : INFO : Epoch 1916 | loss: 0.031177 | val_loss: 0.0311994 | Time: 3297.8 ms [2022-03-12 07:32:50 main:574] : INFO : Epoch 1917 | loss: 0.0311787 | val_loss: 0.0311996 | Time: 3239.94 ms [2022-03-12 07:32:54 main:574] : INFO : Epoch 1918 | loss: 0.031178 | val_loss: 0.0311996 | Time: 3295.97 ms [2022-03-12 07:32:57 main:574] : INFO : Epoch 1919 | loss: 0.0311776 | val_loss: 0.0312013 | Time: 3306.44 ms [2022-03-12 07:33:00 main:574] : INFO : Epoch 1920 | loss: 0.0311875 | val_loss: 0.0312007 | Time: 3273.11 ms [2022-03-12 07:33:03 main:574] : INFO : Epoch 1921 | loss: 0.0311877 | val_loss: 0.0312028 | Time: 3295.72 ms [2022-03-12 07:33:07 main:574] : INFO : Epoch 1922 | loss: 0.0311828 | val_loss: 0.0311988 | Time: 3211.65 ms [2022-03-12 07:33:10 main:574] : INFO : Epoch 1923 | loss: 0.0311813 | val_loss: 0.0312003 | Time: 3321.18 ms [2022-03-12 07:33:13 main:574] : INFO : Epoch 1924 | loss: 0.031181 | val_loss: 0.0311991 | Time: 3270.7 ms [2022-03-12 07:33:17 main:574] : INFO : Epoch 1925 | loss: 0.0311801 | val_loss: 0.031199 | Time: 3285.72 ms [2022-03-12 07:33:20 main:574] : INFO : Epoch 1926 | loss: 0.0311789 | val_loss: 0.0312 | Time: 3269 ms [2022-03-12 07:33:23 main:574] : INFO : Epoch 1927 | loss: 0.0311795 | val_loss: 0.0311974 | Time: 3297.82 ms [2022-03-12 07:33:26 main:574] : INFO : Epoch 1928 | loss: 0.0311774 | val_loss: 0.0311997 | Time: 3299.01 ms [2022-03-12 07:33:30 main:574] : INFO : Epoch 1929 | loss: 0.0311769 | val_loss: 0.0311991 | Time: 3249.1 ms [2022-03-12 07:33:33 main:574] : INFO : Epoch 1930 | loss: 0.031179 | val_loss: 0.0311988 | Time: 3247.23 ms [2022-03-12 07:33:36 main:574] : INFO : Epoch 1931 | loss: 0.0311767 | val_loss: 0.0311984 | Time: 3244.13 ms [2022-03-12 07:33:39 main:574] : INFO : Epoch 1932 | loss: 0.031177 | val_loss: 0.0311996 | Time: 3246.28 ms [2022-03-12 07:33:43 main:574] : INFO : Epoch 1933 | loss: 0.031176 | val_loss: 0.0312003 | Time: 3294.87 ms [2022-03-12 07:33:46 main:574] : INFO : Epoch 1934 | loss: 0.0311769 | val_loss: 0.0311984 | Time: 3345.59 ms [2022-03-12 07:33:49 main:574] : INFO : Epoch 1935 | loss: 0.0311807 | val_loss: 0.0312005 | Time: 3253.39 ms [2022-03-12 07:33:53 main:574] : INFO : Epoch 1936 | loss: 0.0311827 | val_loss: 0.0312003 | Time: 3226.97 ms [2022-03-12 07:33:56 main:574] : INFO : Epoch 1937 | loss: 0.0311882 | val_loss: 0.0312031 | Time: 3293.55 ms [2022-03-12 07:33:59 main:574] : INFO : Epoch 1938 | loss: 0.0311894 | val_loss: 0.0312012 | Time: 3282.1 ms [2022-03-12 07:34:02 main:574] : INFO : Epoch 1939 | loss: 0.031188 | val_loss: 0.031201 | Time: 3245.46 ms [2022-03-12 07:34:06 main:574] : INFO : Epoch 1940 | loss: 0.0311839 | val_loss: 0.0311959 | Time: 3308.14 ms [2022-03-12 07:34:09 main:574] : INFO : Epoch 1941 | loss: 0.0311828 | val_loss: 0.0311957 | Time: 3261.27 ms [2022-03-12 07:34:12 main:574] : INFO : Epoch 1942 | loss: 0.0311807 | val_loss: 0.0311974 | Time: 3251.89 ms [2022-03-12 07:34:15 main:574] : INFO : Epoch 1943 | loss: 0.0311821 | val_loss: 0.0312027 | Time: 3276.26 ms [2022-03-12 07:34:19 main:574] : INFO : Epoch 1944 | loss: 0.0311849 | val_loss: 0.0311951 | Time: 3295.84 ms [2022-03-12 07:34:22 main:574] : INFO : Epoch 1945 | loss: 0.0311811 | val_loss: 0.0311953 | Time: 3286.75 ms [2022-03-12 07:34:25 main:574] : INFO : Epoch 1946 | loss: 0.0311794 | val_loss: 0.0311951 | Time: 3273.53 ms [2022-03-12 07:34:29 main:574] : INFO : Epoch 1947 | loss: 0.0311801 | val_loss: 0.0311947 | Time: 3284.34 ms [2022-03-12 07:34:32 main:574] : INFO : Epoch 1948 | loss: 0.0311787 | val_loss: 0.0311961 | Time: 3281.51 ms [2022-03-12 07:34:35 main:574] : INFO : Epoch 1949 | loss: 0.0311773 | val_loss: 0.0311953 | Time: 3297.98 ms [2022-03-12 07:34:39 main:574] : INFO : Epoch 1950 | loss: 0.031177 | val_loss: 0.0311965 | Time: 3337.32 ms [2022-03-12 07:34:42 main:574] : INFO : Epoch 1951 | loss: 0.0311816 | val_loss: 0.03121 | Time: 3312.6 ms [2022-03-12 07:34:45 main:574] : INFO : Epoch 1952 | loss: 0.0312153 | val_loss: 0.0312163 | Time: 3293.43 ms [2022-03-12 07:34:48 main:574] : INFO : Epoch 1953 | loss: 0.0312117 | val_loss: 0.0312107 | Time: 3279.4 ms [2022-03-12 07:34:52 main:574] : INFO : Epoch 1954 | loss: 0.0312046 | val_loss: 0.0312067 | Time: 3297.84 ms [2022-03-12 07:34:55 main:574] : INFO : Epoch 1955 | loss: 0.0312044 | val_loss: 0.0312034 | Time: 3331.2 ms [2022-03-12 07:34:58 main:574] : INFO : Epoch 1956 | loss: 0.0312031 | val_loss: 0.0312029 | Time: 3275.78 ms [2022-03-12 07:35:02 main:574] : INFO : Epoch 1957 | loss: 0.0311976 | val_loss: 0.0312 | Time: 3251.91 ms [2022-03-12 07:35:05 main:574] : INFO : Epoch 1958 | loss: 0.0311969 | val_loss: 0.031201 | Time: 3273.71 ms [2022-03-12 07:35:08 main:574] : INFO : Epoch 1959 | loss: 0.0311959 | val_loss: 0.0312014 | Time: 3233.64 ms [2022-03-12 07:35:11 main:574] : INFO : Epoch 1960 | loss: 0.0311946 | val_loss: 0.0312004 | Time: 3301.9 ms [2022-03-12 07:35:15 main:574] : INFO : Epoch 1961 | loss: 0.0311954 | val_loss: 0.0312012 | Time: 3319.17 ms [2022-03-12 07:35:18 main:574] : INFO : Epoch 1962 | loss: 0.0311944 | val_loss: 0.0311995 | Time: 3281.02 ms [2022-03-12 07:35:21 main:574] : INFO : Epoch 1963 | loss: 0.0311923 | val_loss: 0.031203 | Time: 3315 ms [2022-03-12 07:35:25 main:574] : INFO : Epoch 1964 | loss: 0.0311926 | val_loss: 0.0311989 | Time: 3315.78 ms [2022-03-12 07:35:28 main:574] : INFO : Epoch 1965 | loss: 0.0311914 | val_loss: 0.0311984 | Time: 3284.64 ms [2022-03-12 07:35:31 main:574] : INFO : Epoch 1966 | loss: 0.0311908 | val_loss: 0.0312015 | Time: 3259.04 ms [2022-03-12 07:35:35 main:574] : INFO : Epoch 1967 | loss: 0.0311906 | val_loss: 0.0311995 | Time: 3284.2 ms [2022-03-12 07:35:38 main:574] : INFO : Epoch 1968 | loss: 0.0311905 | val_loss: 0.0311995 | Time: 3306.54 ms [2022-03-12 07:35:41 main:574] : INFO : Epoch 1969 | loss: 0.0311899 | val_loss: 0.0311988 | Time: 3246.86 ms [2022-03-12 07:35:44 main:574] : INFO : Epoch 1970 | loss: 0.0311917 | val_loss: 0.0312 | Time: 3288.4 ms [2022-03-12 07:35:48 main:574] : INFO : Epoch 1971 | loss: 0.0311932 | val_loss: 0.0311983 | Time: 3314.39 ms [2022-03-12 07:35:51 main:574] : INFO : Epoch 1972 | loss: 0.031192 | val_loss: 0.0311988 | Time: 3264.68 ms [2022-03-12 07:35:54 main:574] : INFO : Epoch 1973 | loss: 0.0311926 | val_loss: 0.0311985 | Time: 3293.32 ms [2022-03-12 07:35:58 main:574] : INFO : Epoch 1974 | loss: 0.03119 | val_loss: 0.031199 | Time: 3279.36 ms [2022-03-12 07:36:01 main:574] : INFO : Epoch 1975 | loss: 0.0311903 | val_loss: 0.0311994 | Time: 3327.44 ms [2022-03-12 07:36:04 main:574] : INFO : Epoch 1976 | loss: 0.0311898 | val_loss: 0.0311962 | Time: 3304.23 ms [2022-03-12 07:36:06 main:574] : INFO : Epoch 1977 | loss: 0.0311882 | val_loss: 0.0312013 | Time: 2231.41 ms [2022-03-12 07:36:09 main:574] : INFO : Epoch 1978 | loss: 0.0311907 | val_loss: 0.0311966 | Time: 2441.48 ms [2022-03-12 07:36:11 main:574] : INFO : Epoch 1979 | loss: 0.0311893 | val_loss: 0.0311973 | Time: 2361.81 ms [2022-03-12 07:36:14 main:574] : INFO : Epoch 1980 | loss: 0.0311877 | val_loss: 0.0311984 | Time: 2463.94 ms [2022-03-12 07:36:16 main:574] : INFO : Epoch 1981 | loss: 0.0311866 | val_loss: 0.0312 | Time: 2390.57 ms [2022-03-12 07:36:19 main:574] : INFO : Epoch 1982 | loss: 0.031186 | val_loss: 0.0311979 | Time: 2758.29 ms [2022-03-12 07:36:22 main:574] : INFO : Epoch 1983 | loss: 0.0311883 | val_loss: 0.0311984 | Time: 3253.58 ms [2022-03-12 07:36:25 main:574] : INFO : Epoch 1984 | loss: 0.0311909 | val_loss: 0.0311968 | Time: 3294.86 ms [2022-03-12 07:36:29 main:574] : INFO : Epoch 1985 | loss: 0.0311923 | val_loss: 0.0311947 | Time: 3301.56 ms [2022-03-12 07:36:32 main:574] : INFO : Epoch 1986 | loss: 0.0311917 | val_loss: 0.0311942 | Time: 3331.45 ms [2022-03-12 07:36:35 main:574] : INFO : Epoch 1987 | loss: 0.0311901 | val_loss: 0.0311959 | Time: 3236.92 ms [2022-03-12 07:36:39 main:574] : INFO : Epoch 1988 | loss: 0.0311894 | val_loss: 0.0311962 | Time: 3312.14 ms [2022-03-12 07:36:42 main:574] : INFO : Epoch 1989 | loss: 0.0311903 | val_loss: 0.0311944 | Time: 3311.87 ms [2022-03-12 07:36:45 main:574] : INFO : Epoch 1990 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 3230.53 ms [2022-03-12 07:36:49 main:574] : INFO : Epoch 1991 | loss: 0.031188 | val_loss: 0.0311936 | Time: 3276.5 ms [2022-03-12 07:36:52 main:574] : INFO : Epoch 1992 | loss: 0.031188 | val_loss: 0.0311948 | Time: 3296.1 ms [2022-03-12 07:36:55 main:574] : INFO : Epoch 1993 | loss: 0.0311871 | val_loss: 0.031193 | Time: 3252.31 ms [2022-03-12 07:36:58 main:574] : INFO : Epoch 1994 | loss: 0.0311856 | val_loss: 0.0311931 | Time: 3252.09 ms [2022-03-12 07:37:02 main:574] : INFO : Epoch 1995 | loss: 0.0311938 | val_loss: 0.0312016 | Time: 3317.83 ms [2022-03-12 07:37:05 main:574] : INFO : Epoch 1996 | loss: 0.0311945 | val_loss: 0.0311935 | Time: 3269.6 ms [2022-03-12 07:37:08 main:574] : INFO : Epoch 1997 | loss: 0.0311878 | val_loss: 0.0311951 | Time: 3276.92 ms [2022-03-12 07:37:12 main:574] : INFO : Epoch 1998 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 3304.33 ms [2022-03-12 07:37:15 main:574] : INFO : Epoch 1999 | loss: 0.0311869 | val_loss: 0.0311928 | Time: 3270.5 ms [2022-03-12 07:37:18 main:574] : INFO : Epoch 2000 | loss: 0.031187 | val_loss: 0.0311944 | Time: 3268.59 ms [2022-03-12 07:37:21 main:574] : INFO : Epoch 2001 | loss: 0.0311873 | val_loss: 0.0311963 | Time: 3270.47 ms [2022-03-12 07:37:25 main:574] : INFO : Epoch 2002 | loss: 0.0311867 | val_loss: 0.0311934 | Time: 3261.79 ms [2022-03-12 07:37:28 main:574] : INFO : Epoch 2003 | loss: 0.0311863 | val_loss: 0.031193 | Time: 3326.88 ms [2022-03-12 07:37:31 main:574] : INFO : Epoch 2004 | loss: 0.0311869 | val_loss: 0.031194 | Time: 3273.87 ms [2022-03-12 07:37:35 main:574] : INFO : Epoch 2005 | loss: 0.0311859 | val_loss: 0.0311962 | Time: 3287.74 ms [2022-03-12 07:37:38 main:574] : INFO : Epoch 2006 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 3271.52 ms [2022-03-12 07:37:41 main:574] : INFO : Epoch 2007 | loss: 0.0311862 | val_loss: 0.0311935 | Time: 3272.35 ms [2022-03-12 07:37:44 main:574] : INFO : Epoch 2008 | loss: 0.0311874 | val_loss: 0.0311978 | Time: 3288.25 ms [2022-03-12 07:37:48 main:574] : INFO : Epoch 2009 | loss: 0.0311903 | val_loss: 0.0311971 | Time: 3317.26 ms [2022-03-12 07:37:51 main:574] : INFO : Epoch 2010 | loss: 0.0312172 | val_loss: 0.0312449 | Time: 3212.23 ms [2022-03-12 07:37:54 main:574] : INFO : Epoch 2011 | loss: 0.031242 | val_loss: 0.0312429 | Time: 3301.97 ms [2022-03-12 07:37:58 main:574] : INFO : Epoch 2012 | loss: 0.0312414 | val_loss: 0.0312438 | Time: 3221.94 ms [2022-03-12 07:38:01 main:574] : INFO : Epoch 2013 | loss: 0.0312409 | val_loss: 0.031242 | Time: 3334.4 ms [2022-03-12 07:38:04 main:574] : INFO : Epoch 2014 | loss: 0.0312389 | val_loss: 0.0312409 | Time: 3267.46 ms [2022-03-12 07:38:07 main:574] : INFO : Epoch 2015 | loss: 0.0312402 | val_loss: 0.0312441 | Time: 3291.99 ms [2022-03-12 07:38:11 main:574] : INFO : Epoch 2016 | loss: 0.031238 | val_loss: 0.0312397 | Time: 3309.99 ms [2022-03-12 07:38:14 main:574] : INFO : Epoch 2017 | loss: 0.0312358 | val_loss: 0.0312405 | Time: 3267.64 ms [2022-03-12 07:38:17 main:574] : INFO : Epoch 2018 | loss: 0.0312344 | val_loss: 0.031236 | Time: 3325.66 ms [2022-03-12 07:38:21 main:574] : INFO : Epoch 2019 | loss: 0.031232 | val_loss: 0.0312344 | Time: 3232.3 ms [2022-03-12 07:38:24 main:574] : INFO : Epoch 2020 | loss: 0.0312311 | val_loss: 0.0312322 | Time: 3292.27 ms [2022-03-12 07:38:27 main:574] : INFO : Epoch 2021 | loss: 0.0312287 | val_loss: 0.0312338 | Time: 3292.16 ms [2022-03-12 07:38:30 main:574] : INFO : Epoch 2022 | loss: 0.0312282 | val_loss: 0.0312322 | Time: 3263.6 ms [2022-03-12 07:38:34 main:574] : INFO : Epoch 2023 | loss: 0.0312289 | val_loss: 0.0312362 | Time: 3271.89 ms [2022-03-12 07:38:37 main:574] : INFO : Epoch 2024 | loss: 0.0312281 | val_loss: 0.0312307 | Time: 3255.71 ms [2022-03-12 07:38:40 main:574] : INFO : Epoch 2025 | loss: 0.0312263 | val_loss: 0.03123 | Time: 3305.6 ms [2022-03-12 07:38:44 main:574] : INFO : Epoch 2026 | loss: 0.0312259 | val_loss: 0.0312301 | Time: 3266.76 ms [2022-03-12 07:38:47 main:574] : INFO : Epoch 2027 | loss: 0.0312267 | val_loss: 0.0312304 | Time: 3311.78 ms [2022-03-12 07:38:50 main:574] : INFO : Epoch 2028 | loss: 0.0312273 | val_loss: 0.0312308 | Time: 3255.89 ms [2022-03-12 07:38:53 main:574] : INFO : Epoch 2029 | loss: 0.0312261 | val_loss: 0.0312351 | Time: 3282.02 ms [2022-03-12 07:38:57 main:574] : INFO : Epoch 2030 | loss: 0.0312289 | val_loss: 0.0312307 | Time: 3242.35 ms [2022-03-12 07:39:00 main:574] : INFO : Epoch 2031 | loss: 0.0312282 | val_loss: 0.0312312 | Time: 3294.28 ms [2022-03-12 07:39:03 main:574] : INFO : Epoch 2032 | loss: 0.0312263 | val_loss: 0.0312305 | Time: 3259.48 ms [2022-03-12 07:39:07 main:574] : INFO : Epoch 2033 | loss: 0.0312253 | val_loss: 0.0312301 | Time: 3288.02 ms [2022-03-12 07:39:10 main:574] : INFO : Epoch 2034 | loss: 0.0312252 | val_loss: 0.0312288 | Time: 3309.08 ms [2022-03-12 07:39:13 main:574] : INFO : Epoch 2035 | loss: 0.0312236 | val_loss: 0.0312275 | Time: 3268.05 ms [2022-03-12 07:39:16 main:574] : INFO : Epoch 2036 | loss: 0.0312235 | val_loss: 0.0312279 | Time: 3286 ms [2022-03-12 07:39:20 main:574] : INFO : Epoch 2037 | loss: 0.0312232 | val_loss: 0.0312317 | Time: 3306.34 ms [2022-03-12 07:39:23 main:574] : INFO : Epoch 2038 | loss: 0.0312238 | val_loss: 0.0312281 | Time: 3274.28 ms [2022-03-12 07:39:26 main:574] : INFO : Epoch 2039 | loss: 0.031223 | val_loss: 0.0312288 | Time: 3321.99 ms [2022-03-12 07:39:30 main:574] : INFO : Epoch 2040 | loss: 0.0312233 | val_loss: 0.0312304 | Time: 3252.91 ms [2022-03-12 07:39:33 main:574] : INFO : Epoch 2041 | loss: 0.031225 | val_loss: 0.031229 | Time: 3297.07 ms [2022-03-12 07:39:36 main:574] : INFO : Epoch 2042 | loss: 0.0312245 | val_loss: 0.0312289 | Time: 3211.37 ms [2022-03-12 07:39:39 main:574] : INFO : Epoch 2043 | loss: 0.0312263 | val_loss: 0.0312397 | Time: 2611.59 ms [2022-03-12 07:39:41 main:574] : INFO : Epoch 2044 | loss: 0.0312407 | val_loss: 0.0312423 | Time: 2394.01 ms [2022-03-12 07:39:43 main:574] : INFO : Epoch 2045 | loss: 0.0312393 | val_loss: 0.0312393 | Time: 2344.07 ms [2022-03-12 07:39:46 main:574] : INFO : Epoch 2046 | loss: 0.0312381 | val_loss: 0.0312378 | Time: 2378.16 ms [2022-03-12 07:39:48 main:574] : INFO : Epoch 2047 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 2309.67 ms [2022-03-12 07:39:51 main:574] : INFO : Epoch 2048 | loss: 0.0312348 | val_loss: 0.0312356 | Time: 2364.42 ms [2022-03-12 07:39:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312356 [2022-03-12 07:39:51 main:603] : INFO : Saving end state to config to file [2022-03-12 07:39:51 main:608] : INFO : Success, exiting.. 07:39:51 (11760): 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)