Task 7746850
| Name | ParityModified-1631726120-10892-0_4 |
| Workunit | 5036531 |
| Created | 1 Oct 2021, 18:18:11 UTC |
| Sent | 2 Oct 2021, 9:49:08 UTC |
| Report deadline | 10 Oct 2021, 9:49:08 UTC |
| Received | 2 Oct 2021, 14:52:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3770 |
| Run time | 1 hours 53 min 21 sec |
| CPU time | 1 hours 41 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,066.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0310094 | val_loss: 0.0312854 | Time: 3562.76 ms [2021-10-02 06:23:45 main:574] : INFO : Epoch 1543 | loss: 0.0310099 | val_loss: 0.0312774 | Time: 3423.16 ms [2021-10-02 06:23:49 main:574] : INFO : Epoch 1544 | loss: 0.0310067 | val_loss: 0.0312874 | Time: 3284.75 ms [2021-10-02 06:23:52 main:574] : INFO : Epoch 1545 | loss: 0.0310018 | val_loss: 0.0312749 | Time: 3068.53 ms [2021-10-02 06:23:55 main:574] : INFO : Epoch 1546 | loss: 0.0310121 | val_loss: 0.0312885 | Time: 2861.68 ms [2021-10-02 06:23:58 main:574] : INFO : Epoch 1547 | loss: 0.0310102 | val_loss: 0.0313054 | Time: 2832.42 ms [2021-10-02 06:24:01 main:574] : INFO : Epoch 1548 | loss: 0.0309936 | val_loss: 0.0312919 | Time: 3203.68 ms [2021-10-02 06:24:04 main:574] : INFO : Epoch 1549 | loss: 0.0310056 | val_loss: 0.0312572 | Time: 3133.93 ms [2021-10-02 06:24:07 main:574] : INFO : Epoch 1550 | loss: 0.0310103 | val_loss: 0.0312786 | Time: 2923.77 ms [2021-10-02 06:24:11 main:574] : INFO : Epoch 1551 | loss: 0.0310046 | val_loss: 0.031273 | Time: 3070.04 ms [2021-10-02 06:24:14 main:574] : INFO : Epoch 1552 | loss: 0.0309984 | val_loss: 0.0312804 | Time: 3464.56 ms [2021-10-02 06:24:18 main:574] : INFO : Epoch 1553 | loss: 0.0310081 | val_loss: 0.0312892 | Time: 3392.91 ms [2021-10-02 06:24:21 main:574] : INFO : Epoch 1554 | loss: 0.0310046 | val_loss: 0.031292 | Time: 3383.32 ms [2021-10-02 06:24:25 main:574] : INFO : Epoch 1555 | loss: 0.0310115 | val_loss: 0.0312777 | Time: 3190.17 ms [2021-10-02 06:24:28 main:574] : INFO : Epoch 1556 | loss: 0.0310169 | val_loss: 0.0312783 | Time: 3051.83 ms [2021-10-02 06:24:31 main:574] : INFO : Epoch 1557 | loss: 0.03102 | val_loss: 0.031275 | Time: 3183.12 ms [2021-10-02 06:24:34 main:574] : INFO : Epoch 1558 | loss: 0.0310135 | val_loss: 0.0312796 | Time: 3113.43 ms [2021-10-02 06:24:38 main:574] : INFO : Epoch 1559 | loss: 0.0310026 | val_loss: 0.0312621 | Time: 3208.25 ms [2021-10-02 06:24:41 main:574] : INFO : Epoch 1560 | loss: 0.0310012 | val_loss: 0.0312853 | Time: 3356.13 ms [2021-10-02 06:24:45 main:574] : INFO : Epoch 1561 | loss: 0.030992 | val_loss: 0.0312727 | Time: 3241.26 ms [2021-10-02 06:24:48 main:574] : INFO : Epoch 1562 | loss: 0.0309966 | val_loss: 0.0312679 | Time: 3184.1 ms [2021-10-02 06:24:51 main:574] : INFO : Epoch 1563 | loss: 0.0309985 | val_loss: 0.0312993 | Time: 3171.42 ms [2021-10-02 06:24:54 main:574] : INFO : Epoch 1564 | loss: 0.0310123 | val_loss: 0.0313117 | Time: 3129.79 ms [2021-10-02 06:24:58 main:574] : INFO : Epoch 1565 | loss: 0.0310106 | val_loss: 0.0312767 | Time: 2974.4 ms [2021-10-02 06:25:01 main:574] : INFO : Epoch 1566 | loss: 0.0310067 | val_loss: 0.0312886 | Time: 3047.19 ms [2021-10-02 06:25:04 main:574] : INFO : Epoch 1567 | loss: 0.031 | val_loss: 0.0312974 | Time: 3091.81 ms [2021-10-02 06:25:07 main:574] : INFO : Epoch 1568 | loss: 0.0309977 | val_loss: 0.0312721 | Time: 3257.53 ms [2021-10-02 06:25:11 main:574] : INFO : Epoch 1569 | loss: 0.0310018 | val_loss: 0.0312685 | Time: 3326.86 ms [2021-10-02 06:25:14 main:574] : INFO : Epoch 1570 | loss: 0.0310128 | val_loss: 0.0312711 | Time: 3287.07 ms [2021-10-02 06:25:18 main:574] : INFO : Epoch 1571 | loss: 0.0310154 | val_loss: 0.0312909 | Time: 3268.26 ms [2021-10-02 06:25:21 main:574] : INFO : Epoch 1572 | loss: 0.031013 | val_loss: 0.0312685 | Time: 3209.31 ms [2021-10-02 06:25:24 main:574] : INFO : Epoch 1573 | loss: 0.0310042 | val_loss: 0.031277 | Time: 3312.57 ms [2021-10-02 06:25:28 main:574] : INFO : Epoch 1574 | loss: 0.0309962 | val_loss: 0.0312914 | Time: 3337.86 ms [2021-10-02 06:25:31 main:574] : INFO : Epoch 1575 | loss: 0.0309957 | val_loss: 0.0312568 | Time: 3136.37 ms [2021-10-02 06:25:34 main:574] : INFO : Epoch 1576 | loss: 0.0310014 | val_loss: 0.0312708 | Time: 3149.56 ms [2021-10-02 06:25:38 main:574] : INFO : Epoch 1577 | loss: 0.0310007 | val_loss: 0.0312859 | Time: 3298.18 ms [2021-10-02 06:25:41 main:574] : INFO : Epoch 1578 | loss: 0.0309982 | val_loss: 0.0312875 | Time: 3058.45 ms [2021-10-02 06:25:44 main:574] : INFO : Epoch 1579 | loss: 0.0310098 | val_loss: 0.0312862 | Time: 2965.75 ms [2021-10-02 06:25:47 main:574] : INFO : Epoch 1580 | loss: 0.0310087 | val_loss: 0.0312589 | Time: 2965.65 ms [2021-10-02 06:25:50 main:574] : INFO : Epoch 1581 | loss: 0.0310191 | val_loss: 0.0312696 | Time: 3146.93 ms [2021-10-02 06:25:54 main:574] : INFO : Epoch 1582 | loss: 0.0310146 | val_loss: 0.0312753 | Time: 3339.26 ms [2021-10-02 06:25:57 main:574] : INFO : Epoch 1583 | loss: 0.0310146 | val_loss: 0.0312984 | Time: 3435.22 ms [2021-10-02 06:26:01 main:574] : INFO : Epoch 1584 | loss: 0.0310071 | val_loss: 0.0312857 | Time: 3193.66 ms [2021-10-02 06:26:04 main:574] : INFO : Epoch 1585 | loss: 0.0310009 | val_loss: 0.0312755 | Time: 3232.57 ms [2021-10-02 06:26:07 main:574] : INFO : Epoch 1586 | loss: 0.0309993 | val_loss: 0.0313014 | Time: 3162.17 ms [2021-10-02 06:26:11 main:574] : INFO : Epoch 1587 | loss: 0.0309948 | val_loss: 0.0312772 | Time: 3215.23 ms [2021-10-02 06:26:14 main:574] : INFO : Epoch 1588 | loss: 0.0309953 | val_loss: 0.0312973 | Time: 3024.03 ms [2021-10-02 06:26:17 main:574] : INFO : Epoch 1589 | loss: 0.0309944 | val_loss: 0.0312937 | Time: 3159.52 ms [2021-10-02 06:26:21 main:574] : INFO : Epoch 1590 | loss: 0.0310045 | val_loss: 0.0312685 | Time: 3391.75 ms [2021-10-02 06:26:24 main:574] : INFO : Epoch 1591 | loss: 0.0310203 | val_loss: 0.0312745 | Time: 3269.71 ms [2021-10-02 06:26:27 main:574] : INFO : Epoch 1592 | loss: 0.031031 | val_loss: 0.0312796 | Time: 3158.68 ms [2021-10-02 06:26:31 main:574] : INFO : Epoch 1593 | loss: 0.031018 | val_loss: 0.0312831 | Time: 3077.81 ms [2021-10-02 06:26:34 main:574] : INFO : Epoch 1594 | loss: 0.0310029 | val_loss: 0.0312794 | Time: 3128.15 ms [2021-10-02 06:26:37 main:574] : INFO : Epoch 1595 | loss: 0.0309951 | val_loss: 0.0312755 | Time: 2965.87 ms [2021-10-02 06:26:40 main:574] : INFO : Epoch 1596 | loss: 0.0309965 | val_loss: 0.031267 | Time: 3209.54 ms [2021-10-02 06:26:44 main:574] : INFO : Epoch 1597 | loss: 0.0309978 | val_loss: 0.0312942 | Time: 3344.38 ms [2021-10-02 06:26:47 main:574] : INFO : Epoch 1598 | loss: 0.0310027 | val_loss: 0.0312499 | Time: 3278.91 ms [2021-10-02 06:26:50 main:574] : INFO : Epoch 1599 | loss: 0.0310228 | val_loss: 0.0312611 | Time: 3296.02 ms [2021-10-02 06:26:54 main:574] : INFO : Epoch 1600 | loss: 0.0310203 | val_loss: 0.0312938 | Time: 3061.78 ms [2021-10-02 06:26:57 main:574] : INFO : Epoch 1601 | loss: 0.0310161 | val_loss: 0.0312748 | Time: 3409.4 ms [2021-10-02 06:27:00 main:574] : INFO : Epoch 1602 | loss: 0.0310059 | val_loss: 0.0312903 | Time: 3123.25 ms [2021-10-02 06:27:04 main:574] : INFO : Epoch 1603 | loss: 0.0310071 | val_loss: 0.0312749 | Time: 3095.24 ms [2021-10-02 06:27:07 main:574] : INFO : Epoch 1604 | loss: 0.0310226 | val_loss: 0.0312533 | Time: 2896.12 ms [2021-10-02 06:27:10 main:574] : INFO : Epoch 1605 | loss: 0.0310226 | val_loss: 0.0313113 | Time: 3376.9 ms [2021-10-02 06:27:14 main:574] : INFO : Epoch 1606 | loss: 0.0310046 | val_loss: 0.0312711 | Time: 3145.3 ms [2021-10-02 06:27:17 main:574] : INFO : Epoch 1607 | loss: 0.0310078 | val_loss: 0.031317 | Time: 3061.28 ms [2021-10-02 06:27:20 main:574] : INFO : Epoch 1608 | loss: 0.0310072 | val_loss: 0.03128 | Time: 3224.76 ms [2021-10-02 06:27:24 main:574] : INFO : Epoch 1609 | loss: 0.0310047 | val_loss: 0.0312929 | Time: 3431.15 ms [2021-10-02 06:27:27 main:574] : INFO : Epoch 1610 | loss: 0.0310043 | val_loss: 0.0312624 | Time: 3291.25 ms [2021-10-02 06:27:30 main:574] : INFO : Epoch 1611 | loss: 0.0310039 | val_loss: 0.0312808 | Time: 3262.83 ms [2021-10-02 06:27:34 main:574] : INFO : Epoch 1612 | loss: 0.0309957 | val_loss: 0.0312999 | Time: 3452.36 ms [2021-10-02 06:27:37 main:574] : INFO : Epoch 1613 | loss: 0.0309982 | val_loss: 0.0312959 | Time: 3261.13 ms [2021-10-02 06:27:41 main:574] : INFO : Epoch 1614 | loss: 0.0309995 | val_loss: 0.0312825 | Time: 3251.93 ms [2021-10-02 06:27:44 main:574] : INFO : Epoch 1615 | loss: 0.0310257 | val_loss: 0.0312633 | Time: 3035.35 ms [2021-10-02 06:27:47 main:574] : INFO : Epoch 1616 | loss: 0.0310266 | val_loss: 0.0312823 | Time: 3237.56 ms [2021-10-02 06:27:50 main:574] : INFO : Epoch 1617 | loss: 0.0310126 | val_loss: 0.0312698 | Time: 2991.38 ms [2021-10-02 06:27:53 main:574] : INFO : Epoch 1618 | loss: 0.0310075 | val_loss: 0.0312538 | Time: 3075.95 ms [2021-10-02 06:27:57 main:574] : INFO : Epoch 1619 | loss: 0.0310069 | val_loss: 0.0312694 | Time: 2998.6 ms [2021-10-02 06:28:00 main:574] : INFO : Epoch 1620 | loss: 0.0309971 | val_loss: 0.031282 | Time: 3169.92 ms [2021-10-02 06:28:03 main:574] : INFO : Epoch 1621 | loss: 0.0310018 | val_loss: 0.0312815 | Time: 3296.23 ms [2021-10-02 06:28:06 main:574] : INFO : Epoch 1622 | loss: 0.0310066 | val_loss: 0.0312775 | Time: 3062.93 ms [2021-10-02 06:28:10 main:574] : INFO : Epoch 1623 | loss: 0.031003 | val_loss: 0.0313046 | Time: 3410.36 ms [2021-10-02 06:28:13 main:574] : INFO : Epoch 1624 | loss: 0.0309946 | val_loss: 0.0312639 | Time: 3327.15 ms [2021-10-02 06:28:17 main:574] : INFO : Epoch 1625 | loss: 0.0310127 | val_loss: 0.0312804 | Time: 2963.2 ms [2021-10-02 06:28:20 main:574] : INFO : Epoch 1626 | loss: 0.0310017 | val_loss: 0.0312693 | Time: 2955.34 ms [2021-10-02 06:28:23 main:574] : INFO : Epoch 1627 | loss: 0.0310067 | val_loss: 0.0312711 | Time: 3215.84 ms [2021-10-02 06:28:26 main:574] : INFO : Epoch 1628 | loss: 0.0309991 | val_loss: 0.0312928 | Time: 3310.05 ms [2021-10-02 06:28:30 main:574] : INFO : Epoch 1629 | loss: 0.0309961 | val_loss: 0.0312801 | Time: 3232.46 ms [2021-10-02 06:28:33 main:574] : INFO : Epoch 1630 | loss: 0.0310015 | val_loss: 0.0312956 | Time: 3371.44 ms [2021-10-02 06:28:37 main:574] : INFO : Epoch 1631 | loss: 0.0310046 | val_loss: 0.0312706 | Time: 3174.67 ms [2021-10-02 06:28:40 main:574] : INFO : Epoch 1632 | loss: 0.0309954 | val_loss: 0.0313061 | Time: 3180.91 ms [2021-10-02 06:28:43 main:574] : INFO : Epoch 1633 | loss: 0.0310044 | val_loss: 0.0312732 | Time: 3028.26 ms [2021-10-02 06:28:46 main:574] : INFO : Epoch 1634 | loss: 0.0309986 | val_loss: 0.0312995 | Time: 3284.55 ms [2021-10-02 06:28:50 main:574] : INFO : Epoch 1635 | loss: 0.0310064 | val_loss: 0.0312935 | Time: 3113.5 ms [2021-10-02 06:28:53 main:574] : INFO : Epoch 1636 | loss: 0.0310047 | val_loss: 0.0312972 | Time: 2964.64 ms [2021-10-02 06:28:56 main:574] : INFO : Epoch 1637 | loss: 0.0310033 | val_loss: 0.0312602 | Time: 3128.02 ms [2021-10-02 06:28:59 main:574] : INFO : Epoch 1638 | loss: 0.0310075 | val_loss: 0.0312679 | Time: 3301.47 ms [2021-10-02 06:29:03 main:574] : INFO : Epoch 1639 | loss: 0.0310054 | val_loss: 0.0312805 | Time: 3378.86 ms [2021-10-02 06:29:06 main:574] : INFO : Epoch 1640 | loss: 0.0309994 | val_loss: 0.0312647 | Time: 3294.68 ms [2021-10-02 06:29:09 main:574] : INFO : Epoch 1641 | loss: 0.0310046 | val_loss: 0.0312746 | Time: 2928.7 ms [2021-10-02 06:29:13 main:574] : INFO : Epoch 1642 | loss: 0.0310204 | val_loss: 0.0312746 | Time: 3139.15 ms [2021-10-02 06:29:16 main:574] : INFO : Epoch 1643 | loss: 0.0310169 | val_loss: 0.0312781 | Time: 3307.11 ms [2021-10-02 06:29:19 main:574] : INFO : Epoch 1644 | loss: 0.0310357 | val_loss: 0.0312598 | Time: 3272.78 ms [2021-10-02 06:29:23 main:574] : INFO : Epoch 1645 | loss: 0.0310631 | val_loss: 0.0312473 | Time: 3362.12 ms [2021-10-02 06:29:26 main:574] : INFO : Epoch 1646 | loss: 0.0310361 | val_loss: 0.0312789 | Time: 2938.9 ms [2021-10-02 06:29:29 main:574] : INFO : Epoch 1647 | loss: 0.0310169 | val_loss: 0.0312714 | Time: 2974.09 ms [2021-10-02 06:29:32 main:574] : INFO : Epoch 1648 | loss: 0.0310148 | val_loss: 0.0312842 | Time: 2968.38 ms [2021-10-02 06:29:35 main:574] : INFO : Epoch 1649 | loss: 0.0310019 | val_loss: 0.0312848 | Time: 3180.98 ms [2021-10-02 06:29:39 main:574] : INFO : Epoch 1650 | loss: 0.0309944 | val_loss: 0.0312866 | Time: 3194.78 ms [2021-10-02 06:29:42 main:574] : INFO : Epoch 1651 | loss: 0.0309945 | val_loss: 0.0312897 | Time: 3350.25 ms [2021-10-02 06:29:46 main:574] : INFO : Epoch 1652 | loss: 0.0309925 | val_loss: 0.0312886 | Time: 3323.11 ms [2021-10-02 06:29:49 main:574] : INFO : Epoch 1653 | loss: 0.0309927 | val_loss: 0.031286 | Time: 3398.2 ms [2021-10-02 06:29:53 main:574] : INFO : Epoch 1654 | loss: 0.0310011 | val_loss: 0.031283 | Time: 3371.49 ms [2021-10-02 06:29:56 main:574] : INFO : Epoch 1655 | loss: 0.0310114 | val_loss: 0.0312807 | Time: 3276.56 ms [2021-10-02 06:29:59 main:574] : INFO : Epoch 1656 | loss: 0.0310106 | val_loss: 0.0312672 | Time: 3161.32 ms [2021-10-02 06:30:03 main:574] : INFO : Epoch 1657 | loss: 0.0310038 | val_loss: 0.0312845 | Time: 3119.46 ms [2021-10-02 06:30:06 main:574] : INFO : Epoch 1658 | loss: 0.0310049 | val_loss: 0.0312946 | Time: 3109.05 ms [2021-10-02 06:30:09 main:574] : INFO : Epoch 1659 | loss: 0.0309984 | val_loss: 0.0312786 | Time: 3135.53 ms [2021-10-02 06:30:12 main:574] : INFO : Epoch 1660 | loss: 0.0309979 | val_loss: 0.0312942 | Time: 3115.74 ms [2021-10-02 06:30:16 main:574] : INFO : Epoch 1661 | loss: 0.0309958 | val_loss: 0.0312947 | Time: 3299.36 ms [2021-10-02 06:30:19 main:574] : INFO : Epoch 1662 | loss: 0.0309993 | val_loss: 0.0313063 | Time: 3353.95 ms [2021-10-02 06:30:22 main:574] : INFO : Epoch 1663 | loss: 0.0310067 | val_loss: 0.0312744 | Time: 3111.93 ms [2021-10-02 06:30:26 main:574] : INFO : Epoch 1664 | loss: 0.0310022 | val_loss: 0.0312791 | Time: 3347.37 ms [2021-10-02 06:30:29 main:574] : INFO : Epoch 1665 | loss: 0.0310003 | val_loss: 0.0312844 | Time: 3074.55 ms [2021-10-02 06:30:32 main:574] : INFO : Epoch 1666 | loss: 0.0310071 | val_loss: 0.0313063 | Time: 3061.71 ms [2021-10-02 06:30:36 main:574] : INFO : Epoch 1667 | loss: 0.0310074 | val_loss: 0.0312991 | Time: 3135.14 ms [2021-10-02 06:30:39 main:574] : INFO : Epoch 1668 | loss: 0.0310054 | val_loss: 0.0312795 | Time: 3197.94 ms [2021-10-02 06:30:43 main:574] : INFO : Epoch 1669 | loss: 0.0310039 | val_loss: 0.0312857 | Time: 3617.03 ms [2021-10-02 06:30:46 main:574] : INFO : Epoch 1670 | loss: 0.0309975 | val_loss: 0.0312866 | Time: 3357.57 ms [2021-10-02 06:30:50 main:574] : INFO : Epoch 1671 | loss: 0.0310014 | val_loss: 0.0312931 | Time: 3360.52 ms [2021-10-02 06:30:53 main:574] : INFO : Epoch 1672 | loss: 0.0310065 | val_loss: 0.0312901 | Time: 3126.71 ms [2021-10-02 06:30:56 main:574] : INFO : Epoch 1673 | loss: 0.0309997 | val_loss: 0.0312918 | Time: 2976.15 ms [2021-10-02 06:30:59 main:574] : INFO : Epoch 1674 | loss: 0.0309947 | val_loss: 0.0312948 | Time: 3104.54 ms [2021-10-02 06:31:03 main:574] : INFO : Epoch 1675 | loss: 0.0310015 | val_loss: 0.0313106 | Time: 3082.35 ms [2021-10-02 06:31:06 main:574] : INFO : Epoch 1676 | loss: 0.0310085 | val_loss: 0.0313048 | Time: 3186.63 ms [2021-10-02 06:31:09 main:574] : INFO : Epoch 1677 | loss: 0.0310074 | val_loss: 0.0312834 | Time: 3138.3 ms [2021-10-02 06:31:13 main:574] : INFO : Epoch 1678 | loss: 0.0310073 | val_loss: 0.031291 | Time: 3170.91 ms [2021-10-02 06:31:16 main:574] : INFO : Epoch 1679 | loss: 0.0310118 | val_loss: 0.0312553 | Time: 3063.46 ms [2021-10-02 06:31:19 main:574] : INFO : Epoch 1680 | loss: 0.0310188 | val_loss: 0.0312907 | Time: 3210.27 ms [2021-10-02 06:31:23 main:574] : INFO : Epoch 1681 | loss: 0.031014 | val_loss: 0.031301 | Time: 3489.9 ms [2021-10-02 06:31:26 main:574] : INFO : Epoch 1682 | loss: 0.0310063 | val_loss: 0.0312845 | Time: 3436.43 ms [2021-10-02 06:31:30 main:574] : INFO : Epoch 1683 | loss: 0.0310005 | val_loss: 0.0312801 | Time: 3437.32 ms [2021-10-02 06:31:33 main:574] : INFO : Epoch 1684 | loss: 0.0310044 | val_loss: 0.0312699 | Time: 3236.97 ms [2021-10-02 06:31:37 main:574] : INFO : Epoch 1685 | loss: 0.0310067 | val_loss: 0.0312938 | Time: 3394.7 ms [2021-10-02 06:31:40 main:574] : INFO : Epoch 1686 | loss: 0.031004 | val_loss: 0.0312765 | Time: 3087.56 ms [2021-10-02 06:31:43 main:574] : INFO : Epoch 1687 | loss: 0.0310059 | val_loss: 0.0312712 | Time: 2989.34 ms [2021-10-02 06:31:47 main:574] : INFO : Epoch 1688 | loss: 0.0310245 | val_loss: 0.0312515 | Time: 3273.27 ms [2021-10-02 06:31:50 main:574] : INFO : Epoch 1689 | loss: 0.0310182 | val_loss: 0.0313023 | Time: 3254.62 ms [2021-10-02 06:31:53 main:574] : INFO : Epoch 1690 | loss: 0.031006 | val_loss: 0.0312511 | Time: 3022.34 ms [2021-10-02 06:31:57 main:574] : INFO : Epoch 1691 | loss: 0.0310079 | val_loss: 0.0312783 | Time: 3118.5 ms [2021-10-02 06:32:00 main:574] : INFO : Epoch 1692 | loss: 0.031007 | val_loss: 0.0312513 | Time: 3259.56 ms [2021-10-02 06:32:03 main:574] : INFO : Epoch 1693 | loss: 0.0310178 | val_loss: 0.0312838 | Time: 3324.65 ms [2021-10-02 06:32:07 main:574] : INFO : Epoch 1694 | loss: 0.0310085 | val_loss: 0.0312821 | Time: 3275.88 ms [2021-10-02 06:32:10 main:574] : INFO : Epoch 1695 | loss: 0.0309981 | val_loss: 0.0312662 | Time: 2902.97 ms [2021-10-02 06:32:13 main:574] : INFO : Epoch 1696 | loss: 0.0309989 | val_loss: 0.0312894 | Time: 3020.41 ms [2021-10-02 06:32:17 main:574] : INFO : Epoch 1697 | loss: 0.0309951 | val_loss: 0.0312795 | Time: 3267.99 ms [2021-10-02 06:32:20 main:574] : INFO : Epoch 1698 | loss: 0.031001 | val_loss: 0.0312622 | Time: 3383.37 ms [2021-10-02 06:32:24 main:574] : INFO : Epoch 1699 | loss: 0.0310096 | val_loss: 0.0312895 | Time: 3555.23 ms [2021-10-02 06:32:28 main:574] : INFO : Epoch 1700 | loss: 0.0310139 | val_loss: 0.0312598 | Time: 3602.94 ms [2021-10-02 06:32:31 main:574] : INFO : Epoch 1701 | loss: 0.0310034 | val_loss: 0.0313029 | Time: 3542.01 ms [2021-10-02 06:32:35 main:574] : INFO : Epoch 1702 | loss: 0.030992 | val_loss: 0.031276 | Time: 3346.31 ms [2021-10-02 06:32:38 main:574] : INFO : Epoch 1703 | loss: 0.0309953 | val_loss: 0.0312675 | Time: 3245.99 ms [2021-10-02 06:32:42 main:574] : INFO : Epoch 1704 | loss: 0.0309982 | val_loss: 0.0312764 | Time: 3424.64 ms [2021-10-02 06:32:45 main:574] : INFO : Epoch 1705 | loss: 0.0309977 | val_loss: 0.0312847 | Time: 2951.04 ms [2021-10-02 06:32:48 main:574] : INFO : Epoch 1706 | loss: 0.0310011 | val_loss: 0.0312916 | Time: 2899.5 ms [2021-10-02 06:32:51 main:574] : INFO : Epoch 1707 | loss: 0.0310095 | val_loss: 0.031298 | Time: 3218.75 ms [2021-10-02 06:32:55 main:574] : INFO : Epoch 1708 | loss: 0.0310108 | val_loss: 0.0312784 | Time: 3404.16 ms [2021-10-02 06:32:58 main:574] : INFO : Epoch 1709 | loss: 0.031004 | val_loss: 0.0312743 | Time: 3402.97 ms [2021-10-02 06:33:02 main:574] : INFO : Epoch 1710 | loss: 0.0309957 | val_loss: 0.0313046 | Time: 3098.43 ms [2021-10-02 06:33:05 main:574] : INFO : Epoch 1711 | loss: 0.0309976 | val_loss: 0.0312751 | Time: 3136.92 ms [2021-10-02 06:33:08 main:574] : INFO : Epoch 1712 | loss: 0.0310065 | val_loss: 0.0312755 | Time: 3029.37 ms [2021-10-02 06:33:11 main:574] : INFO : Epoch 1713 | loss: 0.0309985 | val_loss: 0.0312819 | Time: 3232.53 ms [2021-10-02 06:33:15 main:574] : INFO : Epoch 1714 | loss: 0.0309912 | val_loss: 0.0313007 | Time: 3269.65 ms [2021-10-02 06:33:18 main:574] : INFO : Epoch 1715 | loss: 0.0309973 | val_loss: 0.031298 | Time: 3012.59 ms [2021-10-02 06:33:21 main:574] : INFO : Epoch 1716 | loss: 0.0309981 | val_loss: 0.0312961 | Time: 3077.39 ms [2021-10-02 06:33:24 main:574] : INFO : Epoch 1717 | loss: 0.0310029 | val_loss: 0.031294 | Time: 3284.08 ms [2021-10-02 06:33:28 main:574] : INFO : Epoch 1718 | loss: 0.0310091 | val_loss: 0.0312745 | Time: 3469.34 ms [2021-10-02 06:33:32 main:574] : INFO : Epoch 1719 | loss: 0.0310126 | val_loss: 0.0312812 | Time: 3472.06 ms [2021-10-02 06:33:35 main:574] : INFO : Epoch 1720 | loss: 0.0310099 | val_loss: 0.0312819 | Time: 3313.67 ms [2021-10-02 06:33:38 main:574] : INFO : Epoch 1721 | loss: 0.0309948 | val_loss: 0.0312904 | Time: 3262.64 ms [2021-10-02 06:33:42 main:574] : INFO : Epoch 1722 | loss: 0.0309975 | val_loss: 0.0312574 | Time: 3277.75 ms [2021-10-02 06:33:45 main:574] : INFO : Epoch 1723 | loss: 0.0310074 | val_loss: 0.0312713 | Time: 3157.2 ms [2021-10-02 06:33:48 main:574] : INFO : Epoch 1724 | loss: 0.0310035 | val_loss: 0.0312828 | Time: 3149.86 ms [2021-10-02 06:33:52 main:574] : INFO : Epoch 1725 | loss: 0.0310032 | val_loss: 0.0312764 | Time: 3287.51 ms [2021-10-02 06:33:55 main:574] : INFO : Epoch 1726 | loss: 0.0310065 | val_loss: 0.0312756 | Time: 3240.44 ms [2021-10-02 06:33:58 main:574] : INFO : Epoch 1727 | loss: 0.0310092 | val_loss: 0.0312738 | Time: 3165.7 ms [2021-10-02 06:34:02 main:574] : INFO : Epoch 1728 | loss: 0.0310154 | val_loss: 0.0312789 | Time: 3146.5 ms [2021-10-02 06:34:05 main:574] : INFO : Epoch 1729 | loss: 0.0310118 | val_loss: 0.0312595 | Time: 3028.91 ms [2021-10-02 06:34:08 main:574] : INFO : Epoch 1730 | loss: 0.0310101 | val_loss: 0.0312578 | Time: 3168.09 ms [2021-10-02 06:34:11 main:574] : INFO : Epoch 1731 | loss: 0.0310169 | val_loss: 0.0312671 | Time: 3156.46 ms [2021-10-02 06:34:15 main:574] : INFO : Epoch 1732 | loss: 0.0310063 | val_loss: 0.0312999 | Time: 3219.69 ms [2021-10-02 06:34:18 main:574] : INFO : Epoch 1733 | loss: 0.0309988 | val_loss: 0.0313171 | Time: 2953.24 ms [2021-10-02 06:34:21 main:574] : INFO : Epoch 1734 | loss: 0.0310042 | val_loss: 0.0313106 | Time: 2999.7 ms [2021-10-02 06:34:24 main:574] : INFO : Epoch 1735 | loss: 0.0310065 | val_loss: 0.0312875 | Time: 3167.89 ms [2021-10-02 06:34:28 main:574] : INFO : Epoch 1736 | loss: 0.0310076 | val_loss: 0.0312934 | Time: 3231.98 ms [2021-10-02 06:34:31 main:574] : INFO : Epoch 1737 | loss: 0.0310022 | val_loss: 0.0312813 | Time: 3293.39 ms [2021-10-02 06:34:35 main:574] : INFO : Epoch 1738 | loss: 0.0309955 | val_loss: 0.0312726 | Time: 3368.58 ms [2021-10-02 06:34:38 main:574] : INFO : Epoch 1739 | loss: 0.0309993 | val_loss: 0.0312554 | Time: 3367.98 ms [2021-10-02 06:34:41 main:574] : INFO : Epoch 1740 | loss: 0.0310213 | val_loss: 0.0312696 | Time: 3267.53 ms [2021-10-02 06:34:45 main:574] : INFO : Epoch 1741 | loss: 0.0310132 | val_loss: 0.0312807 | Time: 3224.87 ms [2021-10-02 06:34:48 main:574] : INFO : Epoch 1742 | loss: 0.0310033 | val_loss: 0.0313128 | Time: 3245.57 ms [2021-10-02 06:34:51 main:574] : INFO : Epoch 1743 | loss: 0.0309941 | val_loss: 0.0312926 | Time: 3222.61 ms [2021-10-02 06:34:55 main:574] : INFO : Epoch 1744 | loss: 0.0310049 | val_loss: 0.0312857 | Time: 3180.37 ms [2021-10-02 06:34:58 main:574] : INFO : Epoch 1745 | loss: 0.0310019 | val_loss: 0.0312782 | Time: 3069.04 ms [2021-10-02 06:35:01 main:574] : INFO : Epoch 1746 | loss: 0.0310002 | val_loss: 0.0312899 | Time: 3161.5 ms [2021-10-02 06:35:05 main:574] : INFO : Epoch 1747 | loss: 0.0309941 | val_loss: 0.031314 | Time: 3195.21 ms [2021-10-02 06:35:08 main:574] : INFO : Epoch 1748 | loss: 0.030992 | val_loss: 0.0312793 | Time: 3218.61 ms [2021-10-02 06:35:11 main:574] : INFO : Epoch 1749 | loss: 0.0309973 | val_loss: 0.0312497 | Time: 3140.32 ms [2021-10-02 06:35:14 main:574] : INFO : Epoch 1750 | loss: 0.0310441 | val_loss: 0.0312592 | Time: 3232.33 ms [2021-10-02 06:35:18 main:574] : INFO : Epoch 1751 | loss: 0.0310213 | val_loss: 0.0312837 | Time: 3053.07 ms [2021-10-02 06:35:21 main:574] : INFO : Epoch 1752 | loss: 0.0310059 | val_loss: 0.031259 | Time: 3277.85 ms [2021-10-02 06:35:24 main:574] : INFO : Epoch 1753 | loss: 0.0310027 | val_loss: 0.0313006 | Time: 3272.23 ms [2021-10-02 06:35:28 main:574] : INFO : Epoch 1754 | loss: 0.0310125 | val_loss: 0.031274 | Time: 3352.24 ms [2021-10-02 06:35:31 main:574] : INFO : Epoch 1755 | loss: 0.0309939 | val_loss: 0.0312946 | Time: 3293.09 ms [2021-10-02 06:35:35 main:574] : INFO : Epoch 1756 | loss: 0.0310017 | val_loss: 0.0312672 | Time: 3184.36 ms [2021-10-02 06:35:38 main:574] : INFO : Epoch 1757 | loss: 0.0309986 | val_loss: 0.0312878 | Time: 3343.93 ms [2021-10-02 06:35:41 main:574] : INFO : Epoch 1758 | loss: 0.031002 | val_loss: 0.031297 | Time: 3222.32 ms [2021-10-02 06:35:45 main:574] : INFO : Epoch 1759 | loss: 0.0310139 | val_loss: 0.0312595 | Time: 3225.78 ms [2021-10-02 06:35:48 main:574] : INFO : Epoch 1760 | loss: 0.0310112 | val_loss: 0.0313137 | Time: 3033.57 ms [2021-10-02 06:35:51 main:574] : INFO : Epoch 1761 | loss: 0.0310058 | val_loss: 0.0312804 | Time: 3047.02 ms [2021-10-02 06:35:54 main:574] : INFO : Epoch 1762 | loss: 0.030995 | val_loss: 0.0312838 | Time: 3055.32 ms [2021-10-02 06:35:57 main:574] : INFO : Epoch 1763 | loss: 0.0310016 | val_loss: 0.0312913 | Time: 2832.62 ms [2021-10-02 06:36:01 main:574] : INFO : Epoch 1764 | loss: 0.0310067 | val_loss: 0.0312724 | Time: 3240.13 ms [2021-10-02 06:36:04 main:574] : INFO : Epoch 1765 | loss: 0.0310094 | val_loss: 0.0313176 | Time: 3239.03 ms [2021-10-02 06:36:07 main:574] : INFO : Epoch 1766 | loss: 0.0310056 | val_loss: 0.0312828 | Time: 3211.13 ms [2021-10-02 06:36:11 main:574] : INFO : Epoch 1767 | loss: 0.0310146 | val_loss: 0.0312766 | Time: 3207.45 ms [2021-10-02 06:36:14 main:574] : INFO : Epoch 1768 | loss: 0.0310073 | val_loss: 0.0313083 | Time: 3175.59 ms [2021-10-02 06:36:17 main:574] : INFO : Epoch 1769 | loss: 0.0310109 | val_loss: 0.0312602 | Time: 3154.38 ms [2021-10-02 06:36:21 main:574] : INFO : Epoch 1770 | loss: 0.0310073 | val_loss: 0.0312826 | Time: 3228.48 ms [2021-10-02 06:36:24 main:574] : INFO : Epoch 1771 | loss: 0.0310034 | val_loss: 0.0312894 | Time: 3332.25 ms [2021-10-02 06:36:27 main:574] : INFO : Epoch 1772 | loss: 0.0310048 | val_loss: 0.0312572 | Time: 3243.21 ms [2021-10-02 06:36:31 main:574] : INFO : Epoch 1773 | loss: 0.031008 | val_loss: 0.0313013 | Time: 3179.95 ms [2021-10-02 06:36:34 main:574] : INFO : Epoch 1774 | loss: 0.0310015 | val_loss: 0.0312727 | Time: 3026 ms [2021-10-02 06:36:37 main:574] : INFO : Epoch 1775 | loss: 0.0310026 | val_loss: 0.0312971 | Time: 3099.84 ms [2021-10-02 06:36:41 main:574] : INFO : Epoch 1776 | loss: 0.0310052 | val_loss: 0.0312958 | Time: 3317.92 ms [2021-10-02 06:36:44 main:574] : INFO : Epoch 1777 | loss: 0.0309994 | val_loss: 0.0312775 | Time: 3259.66 ms [2021-10-02 06:36:47 main:574] : INFO : Epoch 1778 | loss: 0.0310038 | val_loss: 0.0312686 | Time: 3234.64 ms [2021-10-02 06:36:51 main:574] : INFO : Epoch 1779 | loss: 0.0310017 | val_loss: 0.0312827 | Time: 3329.13 ms [2021-10-02 06:36:54 main:574] : INFO : Epoch 1780 | loss: 0.0310089 | val_loss: 0.0312785 | Time: 3223.17 ms [2021-10-02 06:36:57 main:574] : INFO : Epoch 1781 | loss: 0.0310246 | val_loss: 0.0313103 | Time: 3055.24 ms [2021-10-02 06:37:01 main:574] : INFO : Epoch 1782 | loss: 0.0309991 | val_loss: 0.0312921 | Time: 3177.83 ms [2021-10-02 06:37:04 main:574] : INFO : Epoch 1783 | loss: 0.0309982 | val_loss: 0.0312642 | Time: 3196.44 ms [2021-10-02 06:37:08 main:574] : INFO : Epoch 1784 | loss: 0.0310014 | val_loss: 0.0313061 | Time: 3426.4 ms [2021-10-02 06:37:11 main:574] : INFO : Epoch 1785 | loss: 0.0309977 | val_loss: 0.0313282 | Time: 3221.43 ms [2021-10-02 06:37:14 main:574] : INFO : Epoch 1786 | loss: 0.0310005 | val_loss: 0.0312831 | Time: 3233.15 ms [2021-10-02 06:37:18 main:574] : INFO : Epoch 1787 | loss: 0.0310074 | val_loss: 0.0312829 | Time: 3347.69 ms [2021-10-02 06:37:21 main:574] : INFO : Epoch 1788 | loss: 0.0310163 | val_loss: 0.0312715 | Time: 3094.73 ms [2021-10-02 06:37:24 main:574] : INFO : Epoch 1789 | loss: 0.0310111 | val_loss: 0.0312901 | Time: 3205.57 ms [2021-10-02 06:37:28 main:574] : INFO : Epoch 1790 | loss: 0.0310041 | val_loss: 0.0312668 | Time: 3306.49 ms [2021-10-02 06:37:31 main:574] : INFO : Epoch 1791 | loss: 0.0310107 | val_loss: 0.0312855 | Time: 3204.34 ms [2021-10-02 06:37:34 main:574] : INFO : Epoch 1792 | loss: 0.0310013 | val_loss: 0.0313009 | Time: 3060.37 ms [2021-10-02 06:37:38 main:574] : INFO : Epoch 1793 | loss: 0.0310081 | val_loss: 0.0312611 | Time: 3200.09 ms [2021-10-02 06:37:41 main:574] : INFO : Epoch 1794 | loss: 0.031004 | val_loss: 0.0313329 | Time: 3247.07 ms [2021-10-02 06:37:44 main:574] : INFO : Epoch 1795 | loss: 0.0310084 | val_loss: 0.0312557 | Time: 3255.7 ms [2021-10-02 06:37:48 main:574] : INFO : Epoch 1796 | loss: 0.0310065 | val_loss: 0.0313043 | Time: 3172.14 ms [2021-10-02 06:37:51 main:574] : INFO : Epoch 1797 | loss: 0.0310048 | val_loss: 0.0312882 | Time: 3188.83 ms [2021-10-02 06:37:55 main:574] : INFO : Epoch 1798 | loss: 0.0310011 | val_loss: 0.0312766 | Time: 3448.79 ms [2021-10-02 06:37:58 main:574] : INFO : Epoch 1799 | loss: 0.0310048 | val_loss: 0.0312562 | Time: 3357.58 ms [2021-10-02 06:38:02 main:574] : INFO : Epoch 1800 | loss: 0.0310231 | val_loss: 0.0312441 | Time: 3365.95 ms [2021-10-02 06:38:05 main:574] : INFO : Epoch 1801 | loss: 0.0310067 | val_loss: 0.0312769 | Time: 3170.44 ms [2021-10-02 06:38:08 main:574] : INFO : Epoch 1802 | loss: 0.030997 | val_loss: 0.0312813 | Time: 2991.71 ms [2021-10-02 06:38:12 main:574] : INFO : Epoch 1803 | loss: 0.0310052 | val_loss: 0.0312906 | Time: 3407.01 ms [2021-10-02 06:38:15 main:574] : INFO : Epoch 1804 | loss: 0.0310026 | val_loss: 0.0312989 | Time: 3216 ms [2021-10-02 06:38:18 main:574] : INFO : Epoch 1805 | loss: 0.0310054 | val_loss: 0.0312942 | Time: 3189.28 ms [2021-10-02 06:38:22 main:574] : INFO : Epoch 1806 | loss: 0.0309935 | val_loss: 0.031319 | Time: 3332.46 ms [2021-10-02 06:38:25 main:574] : INFO : Epoch 1807 | loss: 0.0309867 | val_loss: 0.0312983 | Time: 3110.87 ms [2021-10-02 06:38:28 main:574] : INFO : Epoch 1808 | loss: 0.0309936 | val_loss: 0.0312835 | Time: 3209.88 ms [2021-10-02 06:38:32 main:574] : INFO : Epoch 1809 | loss: 0.0310033 | val_loss: 0.0312875 | Time: 3295.77 ms [2021-10-02 06:38:35 main:574] : INFO : Epoch 1810 | loss: 0.0310021 | val_loss: 0.0312549 | Time: 3387.1 ms [2021-10-02 06:38:39 main:574] : INFO : Epoch 1811 | loss: 0.0310044 | val_loss: 0.0312922 | Time: 3265.04 ms [2021-10-02 06:38:42 main:574] : INFO : Epoch 1812 | loss: 0.0310054 | val_loss: 0.0312719 | Time: 3060.19 ms [2021-10-02 06:38:45 main:574] : INFO : Epoch 1813 | loss: 0.0310083 | val_loss: 0.0313109 | Time: 3141.02 ms [2021-10-02 06:38:48 main:574] : INFO : Epoch 1814 | loss: 0.0310192 | val_loss: 0.0312797 | Time: 3161.54 ms [2021-10-02 06:38:52 main:574] : INFO : Epoch 1815 | loss: 0.0310145 | val_loss: 0.0313062 | Time: 3270.62 ms [2021-10-02 06:38:55 main:574] : INFO : Epoch 1816 | loss: 0.03101 | val_loss: 0.0312939 | Time: 3075 ms [2021-10-02 06:38:58 main:574] : INFO : Epoch 1817 | loss: 0.0309993 | val_loss: 0.0312749 | Time: 3287.45 ms [2021-10-02 06:39:02 main:574] : INFO : Epoch 1818 | loss: 0.0309946 | val_loss: 0.0313046 | Time: 3149.83 ms [2021-10-02 06:39:05 main:574] : INFO : Epoch 1819 | loss: 0.0310129 | val_loss: 0.0312511 | Time: 3201.51 ms [2021-10-02 06:39:08 main:574] : INFO : Epoch 1820 | loss: 0.0310129 | val_loss: 0.031282 | Time: 3094.91 ms [2021-10-02 06:39:11 main:574] : INFO : Epoch 1821 | loss: 0.0310048 | val_loss: 0.0312757 | Time: 3098.5 ms [2021-10-02 06:39:15 main:574] : INFO : Epoch 1822 | loss: 0.0310076 | val_loss: 0.0312862 | Time: 3366.99 ms [2021-10-02 06:39:18 main:574] : INFO : Epoch 1823 | loss: 0.0310007 | val_loss: 0.0312858 | Time: 3091.05 ms [2021-10-02 06:39:22 main:574] : INFO : Epoch 1824 | loss: 0.0309978 | val_loss: 0.0312831 | Time: 3479.25 ms [2021-10-02 06:39:25 main:574] : INFO : Epoch 1825 | loss: 0.0309935 | val_loss: 0.0312766 | Time: 3427.99 ms [2021-10-02 06:39:29 main:574] : INFO : Epoch 1826 | loss: 0.031006 | val_loss: 0.0312728 | Time: 3372.73 ms [2021-10-02 06:39:32 main:574] : INFO : Epoch 1827 | loss: 0.0310107 | val_loss: 0.0312887 | Time: 3493.34 ms [2021-10-02 06:39:36 main:574] : INFO : Epoch 1828 | loss: 0.0310117 | val_loss: 0.0313059 | Time: 3266.37 ms [2021-10-02 06:39:39 main:574] : INFO : Epoch 1829 | loss: 0.0309915 | val_loss: 0.0312978 | Time: 3138.43 ms [2021-10-02 06:39:42 main:574] : INFO : Epoch 1830 | loss: 0.0309944 | val_loss: 0.0312993 | Time: 3041.04 ms [2021-10-02 06:39:45 main:574] : INFO : Epoch 1831 | loss: 0.0310018 | val_loss: 0.0312613 | Time: 3108.78 ms [2021-10-02 06:39:49 main:574] : INFO : Epoch 1832 | loss: 0.0310098 | val_loss: 0.0312807 | Time: 3096.6 ms [2021-10-02 06:39:52 main:574] : INFO : Epoch 1833 | loss: 0.0310086 | val_loss: 0.031319 | Time: 3111.74 ms [2021-10-02 06:39:55 main:574] : INFO : Epoch 1834 | loss: 0.0310134 | val_loss: 0.0313211 | Time: 3006.49 ms [2021-10-02 06:39:58 main:574] : INFO : Epoch 1835 | loss: 0.0311226 | val_loss: 0.0320368 | Time: 3204.27 ms [2021-10-02 06:40:01 main:574] : INFO : Epoch 1836 | loss: 0.0313106 | val_loss: 0.0314278 | Time: 3099.78 ms [2021-10-02 06:40:05 main:574] : INFO : Epoch 1837 | loss: 0.0310731 | val_loss: 0.0312866 | Time: 3101.29 ms [2021-10-02 06:40:08 main:574] : INFO : Epoch 1838 | loss: 0.0310085 | val_loss: 0.0312892 | Time: 3284.49 ms [2021-10-02 06:40:11 main:574] : INFO : Epoch 1839 | loss: 0.0310007 | val_loss: 0.0312801 | Time: 3155.17 ms [2021-10-02 06:40:15 main:574] : INFO : Epoch 1840 | loss: 0.0309994 | val_loss: 0.0312874 | Time: 3332.25 ms [2021-10-02 06:40:18 main:574] : INFO : Epoch 1841 | loss: 0.0309987 | val_loss: 0.0312685 | Time: 3097.2 ms [2021-10-02 06:40:22 main:574] : INFO : Epoch 1842 | loss: 0.0310045 | val_loss: 0.0312668 | Time: 3251.99 ms [2021-10-02 06:40:25 main:574] : INFO : Epoch 1843 | loss: 0.0310121 | val_loss: 0.0312693 | Time: 3218.82 ms [2021-10-02 06:40:28 main:574] : INFO : Epoch 1844 | loss: 0.0309988 | val_loss: 0.0312853 | Time: 3077.78 ms [2021-10-02 06:40:32 main:574] : INFO : Epoch 1845 | loss: 0.0309986 | val_loss: 0.0312847 | Time: 3135.59 ms [2021-10-02 06:40:35 main:574] : INFO : Epoch 1846 | loss: 0.0310018 | val_loss: 0.0312893 | Time: 3524.67 ms [2021-10-02 06:40:39 main:574] : INFO : Epoch 1847 | loss: 0.031 | val_loss: 0.0312636 | Time: 3336.46 ms [2021-10-02 06:40:42 main:574] : INFO : Epoch 1848 | loss: 0.0310018 | val_loss: 0.0313139 | Time: 3364.23 ms [2021-10-02 06:40:46 main:574] : INFO : Epoch 1849 | loss: 0.0310054 | val_loss: 0.0312565 | Time: 3359.27 ms [2021-10-02 06:40:49 main:574] : INFO : Epoch 1850 | loss: 0.0310074 | val_loss: 0.031271 | Time: 3126.48 ms [2021-10-02 06:40:52 main:574] : INFO : Epoch 1851 | loss: 0.031013 | val_loss: 0.0312647 | Time: 3215.85 ms [2021-10-02 06:40:56 main:574] : INFO : Epoch 1852 | loss: 0.0310183 | val_loss: 0.0312829 | Time: 3081.47 ms [2021-10-02 06:40:59 main:574] : INFO : Epoch 1853 | loss: 0.0310069 | val_loss: 0.0312967 | Time: 3175.66 ms [2021-10-02 06:41:02 main:574] : INFO : Epoch 1854 | loss: 0.0310038 | val_loss: 0.0312741 | Time: 3066.68 ms [2021-10-02 06:41:05 main:574] : INFO : Epoch 1855 | loss: 0.0310009 | val_loss: 0.0312883 | Time: 3328.64 ms [2021-10-02 06:41:09 main:574] : INFO : Epoch 1856 | loss: 0.030993 | val_loss: 0.0312955 | Time: 3313.61 ms [2021-10-02 06:41:12 main:574] : INFO : Epoch 1857 | loss: 0.0309913 | val_loss: 0.0313115 | Time: 3223.38 ms [2021-10-02 06:41:15 main:574] : INFO : Epoch 1858 | loss: 0.0309978 | val_loss: 0.0312663 | Time: 3048.04 ms [2021-10-02 06:41:19 main:574] : INFO : Epoch 1859 | loss: 0.031005 | val_loss: 0.0312928 | Time: 3152.7 ms [2021-10-02 06:41:22 main:574] : INFO : Epoch 1860 | loss: 0.0310083 | val_loss: 0.0312668 | Time: 3156.83 ms [2021-10-02 06:41:25 main:574] : INFO : Epoch 1861 | loss: 0.031017 | val_loss: 0.0312724 | Time: 3104.01 ms [2021-10-02 06:41:28 main:574] : INFO : Epoch 1862 | loss: 0.0310008 | val_loss: 0.0312652 | Time: 3076.22 ms [2021-10-02 06:41:32 main:574] : INFO : Epoch 1863 | loss: 0.031009 | val_loss: 0.0312707 | Time: 3134.38 ms [2021-10-02 06:41:35 main:574] : INFO : Epoch 1864 | loss: 0.0310342 | val_loss: 0.0312724 | Time: 3061.83 ms [2021-10-02 06:41:38 main:574] : INFO : Epoch 1865 | loss: 0.0310122 | val_loss: 0.0312649 | Time: 3229.08 ms [2021-10-02 06:41:42 main:574] : INFO : Epoch 1866 | loss: 0.0310116 | val_loss: 0.0312767 | Time: 3536.07 ms [2021-10-02 06:41:45 main:574] : INFO : Epoch 1867 | loss: 0.0310021 | val_loss: 0.0312679 | Time: 3395.15 ms [2021-10-02 06:41:49 main:574] : INFO : Epoch 1868 | loss: 0.0310011 | val_loss: 0.0312959 | Time: 3611.18 ms [2021-10-02 06:41:53 main:574] : INFO : Epoch 1869 | loss: 0.0309973 | val_loss: 0.0313072 | Time: 3301.09 ms [2021-10-02 06:41:56 main:574] : INFO : Epoch 1870 | loss: 0.0309993 | val_loss: 0.0313009 | Time: 3367.1 ms [2021-10-02 06:42:00 main:574] : INFO : Epoch 1871 | loss: 0.0310026 | val_loss: 0.0312982 | Time: 3460.07 ms [2021-10-02 06:42:03 main:574] : INFO : Epoch 1872 | loss: 0.0310003 | val_loss: 0.0312782 | Time: 3364.11 ms [2021-10-02 06:42:07 main:574] : INFO : Epoch 1873 | loss: 0.031005 | val_loss: 0.0312849 | Time: 3340.64 ms [2021-10-02 06:42:10 main:574] : INFO : Epoch 1874 | loss: 0.0310085 | val_loss: 0.0312847 | Time: 3012.36 ms [2021-10-02 06:42:13 main:574] : INFO : Epoch 1875 | loss: 0.0310014 | val_loss: 0.0312922 | Time: 3045.87 ms [2021-10-02 06:42:16 main:574] : INFO : Epoch 1876 | loss: 0.0309982 | val_loss: 0.0312906 | Time: 3062.21 ms [2021-10-02 06:42:19 main:574] : INFO : Epoch 1877 | loss: 0.0310019 | val_loss: 0.0313048 | Time: 3168.33 ms [2021-10-02 06:42:23 main:574] : INFO : Epoch 1878 | loss: 0.0309995 | val_loss: 0.0312653 | Time: 3318.61 ms [2021-10-02 06:42:26 main:574] : INFO : Epoch 1879 | loss: 0.0309907 | val_loss: 0.0312879 | Time: 3150.56 ms [2021-10-02 06:42:29 main:574] : INFO : Epoch 1880 | loss: 0.0309981 | val_loss: 0.03129 | Time: 3096.92 ms [2021-10-02 06:42:33 main:574] : INFO : Epoch 1881 | loss: 0.0310062 | val_loss: 0.0312774 | Time: 3112.2 ms [2021-10-02 06:42:36 main:574] : INFO : Epoch 1882 | loss: 0.031004 | val_loss: 0.0312533 | Time: 3221.42 ms [2021-10-02 06:42:40 main:574] : INFO : Epoch 1883 | loss: 0.0310034 | val_loss: 0.0312952 | Time: 3418.04 ms [2021-10-02 06:42:43 main:574] : INFO : Epoch 1884 | loss: 0.0310023 | val_loss: 0.0312884 | Time: 3438.34 ms [2021-10-02 06:42:47 main:574] : INFO : Epoch 1885 | loss: 0.0310101 | val_loss: 0.0312842 | Time: 3343.91 ms [2021-10-02 06:42:50 main:574] : INFO : Epoch 1886 | loss: 0.0310016 | val_loss: 0.0312967 | Time: 3167.16 ms [2021-10-02 06:42:53 main:574] : INFO : Epoch 1887 | loss: 0.0309932 | val_loss: 0.0312641 | Time: 3118.28 ms [2021-10-02 06:42:57 main:574] : INFO : Epoch 1888 | loss: 0.0310125 | val_loss: 0.0312554 | Time: 3236.47 ms [2021-10-02 06:43:00 main:574] : INFO : Epoch 1889 | loss: 0.0310115 | val_loss: 0.0312641 | Time: 3302.17 ms [2021-10-02 06:43:03 main:574] : INFO : Epoch 1890 | loss: 0.0310228 | val_loss: 0.0312622 | Time: 3049.29 ms [2021-10-02 06:43:06 main:574] : INFO : Epoch 1891 | loss: 0.03101 | val_loss: 0.0313183 | Time: 2892.19 ms [2021-10-02 06:43:10 main:574] : INFO : Epoch 1892 | loss: 0.0310001 | val_loss: 0.0312987 | Time: 3569.24 ms [2021-10-02 06:43:13 main:574] : INFO : Epoch 1893 | loss: 0.0310019 | val_loss: 0.0312961 | Time: 3355.89 ms [2021-10-02 06:43:17 main:574] : INFO : Epoch 1894 | loss: 0.0310049 | val_loss: 0.0312784 | Time: 3224.9 ms [2021-10-02 06:43:20 main:574] : INFO : Epoch 1895 | loss: 0.0310088 | val_loss: 0.0312792 | Time: 3227.5 ms [2021-10-02 06:43:23 main:574] : INFO : Epoch 1896 | loss: 0.0310108 | val_loss: 0.0312684 | Time: 3221.27 ms [2021-10-02 06:43:27 main:574] : INFO : Epoch 1897 | loss: 0.0310101 | val_loss: 0.0312797 | Time: 3307.87 ms [2021-10-02 06:43:30 main:574] : INFO : Epoch 1898 | loss: 0.0310021 | val_loss: 0.0312926 | Time: 3186.57 ms [2021-10-02 06:43:33 main:574] : INFO : Epoch 1899 | loss: 0.0309934 | val_loss: 0.0313003 | Time: 3311.66 ms [2021-10-02 06:43:37 main:574] : INFO : Epoch 1900 | loss: 0.0310018 | val_loss: 0.0312737 | Time: 3310.69 ms [2021-10-02 06:43:40 main:574] : INFO : Epoch 1901 | loss: 0.0310058 | val_loss: 0.0312698 | Time: 3186.28 ms [2021-10-02 06:43:43 main:574] : INFO : Epoch 1902 | loss: 0.03101 | val_loss: 0.0312648 | Time: 3103.04 ms [2021-10-02 06:43:47 main:574] : INFO : Epoch 1903 | loss: 0.0310038 | val_loss: 0.0313148 | Time: 3035.71 ms [2021-10-02 06:43:50 main:574] : INFO : Epoch 1904 | loss: 0.0309943 | val_loss: 0.0313117 | Time: 2996.02 ms [2021-10-02 06:43:53 main:574] : INFO : Epoch 1905 | loss: 0.0309918 | val_loss: 0.0312991 | Time: 3075.22 ms [2021-10-02 06:43:57 main:574] : INFO : Epoch 1906 | loss: 0.0310041 | val_loss: 0.0312875 | Time: 3502.41 ms [2021-10-02 06:44:00 main:574] : INFO : Epoch 1907 | loss: 0.0310019 | val_loss: 0.0312831 | Time: 3299.67 ms [2021-10-02 06:44:03 main:574] : INFO : Epoch 1908 | loss: 0.030995 | val_loss: 0.0312859 | Time: 3197.49 ms [2021-10-02 06:44:07 main:574] : INFO : Epoch 1909 | loss: 0.0309896 | val_loss: 0.031307 | Time: 3317.54 ms [2021-10-02 06:44:10 main:574] : INFO : Epoch 1910 | loss: 0.0310027 | val_loss: 0.0312999 | Time: 3278.75 ms [2021-10-02 06:44:13 main:574] : INFO : Epoch 1911 | loss: 0.0310109 | val_loss: 0.0312783 | Time: 3071.64 ms [2021-10-02 06:44:16 main:574] : INFO : Epoch 1912 | loss: 0.0310093 | val_loss: 0.031273 | Time: 2961.77 ms [2021-10-02 06:44:20 main:574] : INFO : Epoch 1913 | loss: 0.0310082 | val_loss: 0.0312655 | Time: 3349.28 ms [2021-10-02 06:44:23 main:574] : INFO : Epoch 1914 | loss: 0.03102 | val_loss: 0.0312622 | Time: 3468.45 ms [2021-10-02 06:44:27 main:574] : INFO : Epoch 1915 | loss: 0.0310096 | val_loss: 0.0312922 | Time: 3264.72 ms [2021-10-02 06:44:30 main:574] : INFO : Epoch 1916 | loss: 0.0310022 | val_loss: 0.031307 | Time: 3290.2 ms [2021-10-02 06:44:33 main:574] : INFO : Epoch 1917 | loss: 0.0310054 | val_loss: 0.0312724 | Time: 3206.54 ms [2021-10-02 06:44:37 main:574] : INFO : Epoch 1918 | loss: 0.0310041 | val_loss: 0.031266 | Time: 3324.23 ms [2021-10-02 06:44:40 main:574] : INFO : Epoch 1919 | loss: 0.0309961 | val_loss: 0.031292 | Time: 3201.59 ms [2021-10-02 06:44:43 main:574] : INFO : Epoch 1920 | loss: 0.0309857 | val_loss: 0.0313083 | Time: 3095.35 ms [2021-10-02 06:44:47 main:574] : INFO : Epoch 1921 | loss: 0.0309928 | val_loss: 0.0312801 | Time: 3412.13 ms [2021-10-02 06:44:50 main:574] : INFO : Epoch 1922 | loss: 0.0309978 | val_loss: 0.0312661 | Time: 3409.12 ms [2021-10-02 06:44:54 main:574] : INFO : Epoch 1923 | loss: 0.0310008 | val_loss: 0.0313094 | Time: 3262.07 ms [2021-10-02 06:44:57 main:574] : INFO : Epoch 1924 | loss: 0.0309934 | val_loss: 0.031269 | Time: 3405.74 ms [2021-10-02 06:45:01 main:574] : INFO : Epoch 1925 | loss: 0.0309956 | val_loss: 0.0312948 | Time: 3214.95 ms [2021-10-02 06:45:04 main:574] : INFO : Epoch 1926 | loss: 0.0310014 | val_loss: 0.0312926 | Time: 3219.38 ms [2021-10-02 06:45:07 main:574] : INFO : Epoch 1927 | loss: 0.0309991 | val_loss: 0.0312925 | Time: 3154.35 ms [2021-10-02 06:45:11 main:574] : INFO : Epoch 1928 | loss: 0.0310057 | val_loss: 0.0312991 | Time: 3093.38 ms [2021-10-02 06:45:14 main:574] : INFO : Epoch 1929 | loss: 0.0310037 | val_loss: 0.0313034 | Time: 3096.06 ms [2021-10-02 06:45:17 main:574] : INFO : Epoch 1930 | loss: 0.0310054 | val_loss: 0.0313026 | Time: 3047.82 ms [2021-10-02 06:45:20 main:574] : INFO : Epoch 1931 | loss: 0.0310088 | val_loss: 0.0312743 | Time: 3141.63 ms [2021-10-02 06:45:23 main:574] : INFO : Epoch 1932 | loss: 0.0310081 | val_loss: 0.0312716 | Time: 3020.81 ms [2021-10-02 06:45:27 main:574] : INFO : Epoch 1933 | loss: 0.0310035 | val_loss: 0.0312912 | Time: 3087.07 ms [2021-10-02 06:45:30 main:574] : INFO : Epoch 1934 | loss: 0.0309991 | val_loss: 0.0312737 | Time: 3048.29 ms [2021-10-02 06:45:33 main:574] : INFO : Epoch 1935 | loss: 0.0310013 | val_loss: 0.0312676 | Time: 3314.88 ms [2021-10-02 06:45:37 main:574] : INFO : Epoch 1936 | loss: 0.0310002 | val_loss: 0.0312833 | Time: 3346.92 ms [2021-10-02 06:45:40 main:574] : INFO : Epoch 1937 | loss: 0.0309967 | val_loss: 0.0312833 | Time: 3432.7 ms [2021-10-02 06:45:43 main:574] : INFO : Epoch 1938 | loss: 0.0309942 | val_loss: 0.0312637 | Time: 3052.07 ms [2021-10-02 06:45:46 main:574] : INFO : Epoch 1939 | loss: 0.0309925 | val_loss: 0.0312823 | Time: 2978.92 ms [2021-10-02 06:45:50 main:574] : INFO : Epoch 1940 | loss: 0.0309929 | val_loss: 0.0313217 | Time: 3235.65 ms [2021-10-02 06:45:53 main:574] : INFO : Epoch 1941 | loss: 0.0309954 | val_loss: 0.0312677 | Time: 3293.01 ms [2021-10-02 06:45:57 main:574] : INFO : Epoch 1942 | loss: 0.0310046 | val_loss: 0.031305 | Time: 3263.84 ms [2021-10-02 06:46:00 main:574] : INFO : Epoch 1943 | loss: 0.0310048 | val_loss: 0.0312638 | Time: 2940.55 ms [2021-10-02 06:46:03 main:574] : INFO : Epoch 1944 | loss: 0.0310029 | val_loss: 0.0312979 | Time: 3123.71 ms [2021-10-02 06:46:06 main:574] : INFO : Epoch 1945 | loss: 0.0309991 | val_loss: 0.0312933 | Time: 3024.59 ms [2021-10-02 06:46:09 main:574] : INFO : Epoch 1946 | loss: 0.0310021 | val_loss: 0.0312885 | Time: 3185.69 ms [2021-10-02 06:46:12 main:574] : INFO : Epoch 1947 | loss: 0.0310067 | val_loss: 0.0312794 | Time: 3026.52 ms [2021-10-02 06:46:16 main:574] : INFO : Epoch 1948 | loss: 0.0310337 | val_loss: 0.0312384 | Time: 3064.07 ms [2021-10-02 06:46:19 main:574] : INFO : Epoch 1949 | loss: 0.0310411 | val_loss: 0.031261 | Time: 3294.92 ms [2021-10-02 06:46:22 main:574] : INFO : Epoch 1950 | loss: 0.0310197 | val_loss: 0.0312666 | Time: 2904.5 ms [2021-10-02 06:46:25 main:574] : INFO : Epoch 1951 | loss: 0.031016 | val_loss: 0.0312777 | Time: 2940.13 ms [2021-10-02 06:46:28 main:574] : INFO : Epoch 1952 | loss: 0.0310063 | val_loss: 0.0313006 | Time: 3140.3 ms [2021-10-02 06:46:32 main:574] : INFO : Epoch 1953 | loss: 0.0310056 | val_loss: 0.0312802 | Time: 3219.56 ms [2021-10-02 06:46:35 main:574] : INFO : Epoch 1954 | loss: 0.0310147 | val_loss: 0.0312524 | Time: 3514.35 ms [2021-10-02 06:46:39 main:574] : INFO : Epoch 1955 | loss: 0.0310194 | val_loss: 0.0312809 | Time: 3438.85 ms [2021-10-02 06:46:43 main:574] : INFO : Epoch 1956 | loss: 0.0310024 | val_loss: 0.0312976 | Time: 3448.36 ms [2021-10-02 06:46:46 main:574] : INFO : Epoch 1957 | loss: 0.0309946 | val_loss: 0.0312619 | Time: 3369.93 ms [2021-10-02 06:46:49 main:574] : INFO : Epoch 1958 | loss: 0.030993 | val_loss: 0.0312988 | Time: 3135.06 ms [2021-10-02 06:46:53 main:574] : INFO : Epoch 1959 | loss: 0.0309987 | val_loss: 0.031276 | Time: 3144.54 ms [2021-10-02 06:46:56 main:574] : INFO : Epoch 1960 | loss: 0.0309992 | val_loss: 0.03128 | Time: 3186.39 ms [2021-10-02 06:46:59 main:574] : INFO : Epoch 1961 | loss: 0.0309994 | val_loss: 0.0312717 | Time: 3146.55 ms [2021-10-02 06:47:03 main:574] : INFO : Epoch 1962 | loss: 0.0309951 | val_loss: 0.0313057 | Time: 3175.04 ms [2021-10-02 06:47:06 main:574] : INFO : Epoch 1963 | loss: 0.030998 | val_loss: 0.0312694 | Time: 3339.3 ms [2021-10-02 06:47:09 main:574] : INFO : Epoch 1964 | loss: 0.031 | val_loss: 0.0312723 | Time: 3358.09 ms [2021-10-02 06:47:13 main:574] : INFO : Epoch 1965 | loss: 0.0309972 | val_loss: 0.0312986 | Time: 3303.75 ms [2021-10-02 06:47:16 main:574] : INFO : Epoch 1966 | loss: 0.0310019 | val_loss: 0.0312847 | Time: 3025.79 ms [2021-10-02 06:47:19 main:574] : INFO : Epoch 1967 | loss: 0.031008 | val_loss: 0.0312748 | Time: 2938.89 ms [2021-10-02 06:47:22 main:574] : INFO : Epoch 1968 | loss: 0.0310091 | val_loss: 0.0312951 | Time: 3276.01 ms [2021-10-02 06:47:26 main:574] : INFO : Epoch 1969 | loss: 0.0310063 | val_loss: 0.0312665 | Time: 3334.31 ms [2021-10-02 06:47:29 main:574] : INFO : Epoch 1970 | loss: 0.0310107 | val_loss: 0.0312775 | Time: 3300.67 ms [2021-10-02 06:47:33 main:574] : INFO : Epoch 1971 | loss: 0.0310032 | val_loss: 0.0312954 | Time: 3287.92 ms [2021-10-02 06:47:36 main:574] : INFO : Epoch 1972 | loss: 0.0310037 | val_loss: 0.0313148 | Time: 3140.43 ms [2021-10-02 06:47:39 main:574] : INFO : Epoch 1973 | loss: 0.0310003 | val_loss: 0.0312868 | Time: 3077.72 ms [2021-10-02 06:47:42 main:574] : INFO : Epoch 1974 | loss: 0.0310049 | val_loss: 0.0312904 | Time: 3065.21 ms [2021-10-02 06:47:46 main:574] : INFO : Epoch 1975 | loss: 0.0310101 | val_loss: 0.031275 | Time: 3288.92 ms [2021-10-02 06:47:49 main:574] : INFO : Epoch 1976 | loss: 0.0310149 | val_loss: 0.0312772 | Time: 2996.4 ms [2021-10-02 06:47:52 main:574] : INFO : Epoch 1977 | loss: 0.0310143 | val_loss: 0.0312936 | Time: 3082.89 ms [2021-10-02 06:47:56 main:574] : INFO : Epoch 1978 | loss: 0.0310069 | val_loss: 0.031257 | Time: 3352.55 ms [2021-10-02 06:47:59 main:574] : INFO : Epoch 1979 | loss: 0.0309982 | val_loss: 0.0313219 | Time: 3425.53 ms [2021-10-02 06:48:03 main:574] : INFO : Epoch 1980 | loss: 0.0309993 | val_loss: 0.0312795 | Time: 3287.64 ms [2021-10-02 06:48:06 main:574] : INFO : Epoch 1981 | loss: 0.0309968 | val_loss: 0.0312845 | Time: 3052.88 ms [2021-10-02 06:48:09 main:574] : INFO : Epoch 1982 | loss: 0.0310006 | val_loss: 0.0312832 | Time: 2924.08 ms [2021-10-02 06:48:12 main:574] : INFO : Epoch 1983 | loss: 0.0309918 | val_loss: 0.031297 | Time: 3058.55 ms [2021-10-02 06:48:15 main:574] : INFO : Epoch 1984 | loss: 0.0309884 | val_loss: 0.0312836 | Time: 3262.01 ms [2021-10-02 06:48:19 main:574] : INFO : Epoch 1985 | loss: 0.0309882 | val_loss: 0.0313001 | Time: 3189.44 ms [2021-10-02 06:48:22 main:574] : INFO : Epoch 1986 | loss: 0.0309905 | val_loss: 0.0313311 | Time: 3253.7 ms [2021-10-02 06:48:25 main:574] : INFO : Epoch 1987 | loss: 0.0310058 | val_loss: 0.0312806 | Time: 3232.59 ms [2021-10-02 06:48:29 main:574] : INFO : Epoch 1988 | loss: 0.0310116 | val_loss: 0.0312704 | Time: 3202.41 ms [2021-10-02 06:48:32 main:574] : INFO : Epoch 1989 | loss: 0.0310066 | val_loss: 0.0313225 | Time: 3211.23 ms [2021-10-02 06:48:35 main:574] : INFO : Epoch 1990 | loss: 0.0310012 | val_loss: 0.0313253 | Time: 3322.83 ms [2021-10-02 06:48:39 main:574] : INFO : Epoch 1991 | loss: 0.0309975 | val_loss: 0.0312903 | Time: 3111.5 ms [2021-10-02 06:48:42 main:574] : INFO : Epoch 1992 | loss: 0.0310077 | val_loss: 0.0312849 | Time: 3075.71 ms [2021-10-02 06:48:45 main:574] : INFO : Epoch 1993 | loss: 0.0310068 | val_loss: 0.0312694 | Time: 3334.59 ms [2021-10-02 06:48:49 main:574] : INFO : Epoch 1994 | loss: 0.0310104 | val_loss: 0.0312653 | Time: 3331.33 ms [2021-10-02 06:48:52 main:574] : INFO : Epoch 1995 | loss: 0.0310046 | val_loss: 0.0312853 | Time: 3103.33 ms [2021-10-02 06:48:55 main:574] : INFO : Epoch 1996 | loss: 0.0310074 | val_loss: 0.0312529 | Time: 3211.21 ms [2021-10-02 06:48:59 main:574] : INFO : Epoch 1997 | loss: 0.0310191 | val_loss: 0.0312902 | Time: 3287.33 ms [2021-10-02 06:49:02 main:574] : INFO : Epoch 1998 | loss: 0.0310097 | val_loss: 0.0312686 | Time: 3203.12 ms [2021-10-02 06:49:06 main:574] : INFO : Epoch 1999 | loss: 0.0310065 | val_loss: 0.0312816 | Time: 3235.79 ms [2021-10-02 06:49:09 main:574] : INFO : Epoch 2000 | loss: 0.0309962 | val_loss: 0.031276 | Time: 3178.72 ms [2021-10-02 06:49:12 main:574] : INFO : Epoch 2001 | loss: 0.0309897 | val_loss: 0.0312821 | Time: 3144.42 ms [2021-10-02 06:49:15 main:574] : INFO : Epoch 2002 | loss: 0.0309893 | val_loss: 0.0313076 | Time: 3208.71 ms [2021-10-02 06:49:19 main:574] : INFO : Epoch 2003 | loss: 0.0309895 | val_loss: 0.0312958 | Time: 3133.45 ms [2021-10-02 06:49:22 main:574] : INFO : Epoch 2004 | loss: 0.0309973 | val_loss: 0.0313058 | Time: 3219.27 ms [2021-10-02 06:49:25 main:574] : INFO : Epoch 2005 | loss: 0.0309935 | val_loss: 0.0312713 | Time: 3061.19 ms [2021-10-02 06:49:28 main:574] : INFO : Epoch 2006 | loss: 0.0309863 | val_loss: 0.0312914 | Time: 3134.51 ms [2021-10-02 06:49:32 main:574] : INFO : Epoch 2007 | loss: 0.0309985 | val_loss: 0.0313018 | Time: 3293.29 ms [2021-10-02 06:49:35 main:574] : INFO : Epoch 2008 | loss: 0.0310202 | val_loss: 0.0312731 | Time: 3401.47 ms [2021-10-02 06:49:39 main:574] : INFO : Epoch 2009 | loss: 0.0310131 | val_loss: 0.0312816 | Time: 3426.55 ms [2021-10-02 06:49:43 main:574] : INFO : Epoch 2010 | loss: 0.0310101 | val_loss: 0.0312607 | Time: 3444.02 ms [2021-10-02 06:49:46 main:574] : INFO : Epoch 2011 | loss: 0.031025 | val_loss: 0.0312295 | Time: 3257.94 ms [2021-10-02 06:49:49 main:574] : INFO : Epoch 2012 | loss: 0.0310441 | val_loss: 0.0312844 | Time: 3138.66 ms [2021-10-02 06:49:52 main:574] : INFO : Epoch 2013 | loss: 0.0310175 | val_loss: 0.0312685 | Time: 3034.81 ms [2021-10-02 06:49:55 main:574] : INFO : Epoch 2014 | loss: 0.0310209 | val_loss: 0.0312528 | Time: 2908.7 ms [2021-10-02 06:49:58 main:574] : INFO : Epoch 2015 | loss: 0.0310095 | val_loss: 0.0312883 | Time: 3019.67 ms [2021-10-02 06:50:02 main:574] : INFO : Epoch 2016 | loss: 0.0310035 | val_loss: 0.0313003 | Time: 2984.52 ms [2021-10-02 06:50:05 main:574] : INFO : Epoch 2017 | loss: 0.0309986 | val_loss: 0.0313063 | Time: 3053.22 ms [2021-10-02 06:50:08 main:574] : INFO : Epoch 2018 | loss: 0.0309999 | val_loss: 0.0312874 | Time: 3229.77 ms [2021-10-02 06:50:12 main:574] : INFO : Epoch 2019 | loss: 0.0310108 | val_loss: 0.0312701 | Time: 3208.98 ms [2021-10-02 06:50:15 main:574] : INFO : Epoch 2020 | loss: 0.0309999 | val_loss: 0.031297 | Time: 3200.35 ms [2021-10-02 06:50:18 main:574] : INFO : Epoch 2021 | loss: 0.0310019 | val_loss: 0.031277 | Time: 3376.52 ms [2021-10-02 06:50:22 main:574] : INFO : Epoch 2022 | loss: 0.0310019 | val_loss: 0.0313093 | Time: 3315.99 ms [2021-10-02 06:50:25 main:574] : INFO : Epoch 2023 | loss: 0.0310042 | val_loss: 0.031295 | Time: 3068.58 ms [2021-10-02 06:50:28 main:574] : INFO : Epoch 2024 | loss: 0.031001 | val_loss: 0.031317 | Time: 3313.57 ms [2021-10-02 06:50:32 main:574] : INFO : Epoch 2025 | loss: 0.0309937 | val_loss: 0.0313092 | Time: 3235.91 ms [2021-10-02 06:50:35 main:574] : INFO : Epoch 2026 | loss: 0.0309967 | val_loss: 0.0312716 | Time: 3405.14 ms [2021-10-02 06:50:39 main:574] : INFO : Epoch 2027 | loss: 0.0309923 | val_loss: 0.0313079 | Time: 3348.42 ms [2021-10-02 06:50:42 main:574] : INFO : Epoch 2028 | loss: 0.0309907 | val_loss: 0.0313027 | Time: 3382.73 ms [2021-10-02 06:50:46 main:574] : INFO : Epoch 2029 | loss: 0.0309987 | val_loss: 0.0312889 | Time: 3334.91 ms [2021-10-02 06:50:49 main:574] : INFO : Epoch 2030 | loss: 0.0310043 | val_loss: 0.0312792 | Time: 3346.32 ms [2021-10-02 06:50:53 main:574] : INFO : Epoch 2031 | loss: 0.030998 | val_loss: 0.0312721 | Time: 3235.11 ms [2021-10-02 06:50:56 main:574] : INFO : Epoch 2032 | loss: 0.0310067 | val_loss: 0.0312421 | Time: 3135.32 ms [2021-10-02 06:50:59 main:574] : INFO : Epoch 2033 | loss: 0.0309966 | val_loss: 0.0312977 | Time: 3032.04 ms [2021-10-02 06:51:02 main:574] : INFO : Epoch 2034 | loss: 0.0309886 | val_loss: 0.0313186 | Time: 3102.28 ms [2021-10-02 06:51:06 main:574] : INFO : Epoch 2035 | loss: 0.0309902 | val_loss: 0.0313224 | Time: 3203.08 ms [2021-10-02 06:51:09 main:574] : INFO : Epoch 2036 | loss: 0.0310013 | val_loss: 0.0312809 | Time: 3067.85 ms [2021-10-02 06:51:12 main:574] : INFO : Epoch 2037 | loss: 0.0310035 | val_loss: 0.0313016 | Time: 3056.28 ms [2021-10-02 06:51:15 main:574] : INFO : Epoch 2038 | loss: 0.0310107 | val_loss: 0.0312652 | Time: 3282.54 ms [2021-10-02 06:51:18 main:574] : INFO : Epoch 2039 | loss: 0.0310091 | val_loss: 0.0312971 | Time: 3032.31 ms [2021-10-02 06:51:21 main:574] : INFO : Epoch 2040 | loss: 0.0309972 | val_loss: 0.0312649 | Time: 2181.52 ms [2021-10-02 06:51:23 main:574] : INFO : Epoch 2041 | loss: 0.0309983 | val_loss: 0.0313057 | Time: 2103.86 ms [2021-10-02 06:51:25 main:574] : INFO : Epoch 2042 | loss: 0.0309962 | val_loss: 0.0312746 | Time: 2227.36 ms [2021-10-02 06:51:28 main:574] : INFO : Epoch 2043 | loss: 0.0310032 | val_loss: 0.0313095 | Time: 2145.76 ms [2021-10-02 06:51:30 main:574] : INFO : Epoch 2044 | loss: 0.0309985 | val_loss: 0.0312997 | Time: 2058.61 ms [2021-10-02 06:51:32 main:574] : INFO : Epoch 2045 | loss: 0.0309965 | val_loss: 0.0312757 | Time: 2110.61 ms [2021-10-02 06:51:34 main:574] : INFO : Epoch 2046 | loss: 0.0310057 | val_loss: 0.031272 | Time: 2235.41 ms [2021-10-02 06:51:37 main:574] : INFO : Epoch 2047 | loss: 0.0310336 | val_loss: 0.03129 | Time: 2320.74 ms [2021-10-02 06:51:39 main:574] : INFO : Epoch 2048 | loss: 0.0310089 | val_loss: 0.0312779 | Time: 2262.47 ms [2021-10-02 06:51:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312779 [2021-10-02 06:51:40 main:603] : INFO : Saving end state to config to file [2021-10-02 06:51:40 main:608] : INFO : Success, exiting.. 06:51:40 (23544): 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)