Task 3324103
| Name | ParityModified-1608176617-24429-0_2 |
| Workunit | 1584976 |
| Created | 18 Dec 2020, 6:17:19 UTC |
| Sent | 18 Dec 2020, 6:57:37 UTC |
| Report deadline | 26 Dec 2020, 6:57:37 UTC |
| Received | 18 Dec 2020, 10:21:08 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 47 min 57 sec |
| CPU time | 1 hours 43 min 51 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,141.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0310186 | val_loss: 0.0312698 | Time: 3141.31 ms [2020-12-18 09:54:24 main:574] : INFO : Epoch 1543 | loss: 0.0310015 | val_loss: 0.0312886 | Time: 3258.9 ms [2020-12-18 09:54:27 main:574] : INFO : Epoch 1544 | loss: 0.0309905 | val_loss: 0.0312731 | Time: 3280.64 ms [2020-12-18 09:54:30 main:574] : INFO : Epoch 1545 | loss: 0.0309914 | val_loss: 0.0313245 | Time: 3316.33 ms [2020-12-18 09:54:34 main:574] : INFO : Epoch 1546 | loss: 0.0309823 | val_loss: 0.0312944 | Time: 3310.95 ms [2020-12-18 09:54:37 main:574] : INFO : Epoch 1547 | loss: 0.0309884 | val_loss: 0.0312951 | Time: 3258.03 ms [2020-12-18 09:54:40 main:574] : INFO : Epoch 1548 | loss: 0.0309949 | val_loss: 0.0312674 | Time: 3195.18 ms [2020-12-18 09:54:43 main:574] : INFO : Epoch 1549 | loss: 0.0309987 | val_loss: 0.0313034 | Time: 3141.63 ms [2020-12-18 09:54:47 main:574] : INFO : Epoch 1550 | loss: 0.0309909 | val_loss: 0.0313072 | Time: 3265.18 ms [2020-12-18 09:54:50 main:574] : INFO : Epoch 1551 | loss: 0.0309977 | val_loss: 0.0312962 | Time: 3241.38 ms [2020-12-18 09:54:53 main:574] : INFO : Epoch 1552 | loss: 0.0310033 | val_loss: 0.0312956 | Time: 3192.97 ms [2020-12-18 09:54:56 main:574] : INFO : Epoch 1553 | loss: 0.0309968 | val_loss: 0.0313121 | Time: 3137.8 ms [2020-12-18 09:55:00 main:574] : INFO : Epoch 1554 | loss: 0.0309821 | val_loss: 0.0312957 | Time: 3331.39 ms [2020-12-18 09:55:03 main:574] : INFO : Epoch 1555 | loss: 0.0309849 | val_loss: 0.0313177 | Time: 3410.46 ms [2020-12-18 09:55:06 main:574] : INFO : Epoch 1556 | loss: 0.0309906 | val_loss: 0.0312877 | Time: 3176.33 ms [2020-12-18 09:55:10 main:574] : INFO : Epoch 1557 | loss: 0.0310054 | val_loss: 0.0312746 | Time: 3299.87 ms [2020-12-18 09:55:13 main:574] : INFO : Epoch 1558 | loss: 0.0309939 | val_loss: 0.0312923 | Time: 3267.58 ms [2020-12-18 09:55:16 main:574] : INFO : Epoch 1559 | loss: 0.030994 | val_loss: 0.0313238 | Time: 3361.55 ms [2020-12-18 09:55:20 main:574] : INFO : Epoch 1560 | loss: 0.0309867 | val_loss: 0.0313268 | Time: 3246.9 ms [2020-12-18 09:55:23 main:574] : INFO : Epoch 1561 | loss: 0.0309829 | val_loss: 0.0313301 | Time: 3293.37 ms [2020-12-18 09:55:26 main:574] : INFO : Epoch 1562 | loss: 0.0309866 | val_loss: 0.0313152 | Time: 3355.22 ms [2020-12-18 09:55:30 main:574] : INFO : Epoch 1563 | loss: 0.0309904 | val_loss: 0.0313177 | Time: 3275.51 ms [2020-12-18 09:55:33 main:574] : INFO : Epoch 1564 | loss: 0.0309881 | val_loss: 0.0313103 | Time: 3273.46 ms [2020-12-18 09:55:36 main:574] : INFO : Epoch 1565 | loss: 0.0309911 | val_loss: 0.031314 | Time: 3359.08 ms [2020-12-18 09:55:39 main:574] : INFO : Epoch 1566 | loss: 0.0309973 | val_loss: 0.0312924 | Time: 3242.45 ms [2020-12-18 09:55:43 main:574] : INFO : Epoch 1567 | loss: 0.0309905 | val_loss: 0.0312688 | Time: 3241.01 ms [2020-12-18 09:55:46 main:574] : INFO : Epoch 1568 | loss: 0.0309823 | val_loss: 0.0313227 | Time: 3455.18 ms [2020-12-18 09:55:49 main:574] : INFO : Epoch 1569 | loss: 0.0309839 | val_loss: 0.0312986 | Time: 3178 ms [2020-12-18 09:55:53 main:574] : INFO : Epoch 1570 | loss: 0.0309896 | val_loss: 0.0312911 | Time: 3259.53 ms [2020-12-18 09:55:56 main:574] : INFO : Epoch 1571 | loss: 0.0310032 | val_loss: 0.0313073 | Time: 3371.75 ms [2020-12-18 09:55:59 main:574] : INFO : Epoch 1572 | loss: 0.0309973 | val_loss: 0.0313042 | Time: 3218.62 ms [2020-12-18 09:56:03 main:574] : INFO : Epoch 1573 | loss: 0.0309894 | val_loss: 0.0313085 | Time: 3271.61 ms [2020-12-18 09:56:06 main:574] : INFO : Epoch 1574 | loss: 0.0309828 | val_loss: 0.0313062 | Time: 3245.81 ms [2020-12-18 09:56:09 main:574] : INFO : Epoch 1575 | loss: 0.0309836 | val_loss: 0.0312978 | Time: 3352.67 ms [2020-12-18 09:56:13 main:574] : INFO : Epoch 1576 | loss: 0.0309848 | val_loss: 0.0313235 | Time: 3261.63 ms [2020-12-18 09:56:16 main:574] : INFO : Epoch 1577 | loss: 0.0309812 | val_loss: 0.0312987 | Time: 3338.83 ms [2020-12-18 09:56:19 main:574] : INFO : Epoch 1578 | loss: 0.0309977 | val_loss: 0.0312961 | Time: 3341.59 ms [2020-12-18 09:56:23 main:574] : INFO : Epoch 1579 | loss: 0.0310012 | val_loss: 0.0312967 | Time: 3186.18 ms [2020-12-18 09:56:26 main:574] : INFO : Epoch 1580 | loss: 0.031 | val_loss: 0.0312849 | Time: 3262.1 ms [2020-12-18 09:56:29 main:574] : INFO : Epoch 1581 | loss: 0.0309912 | val_loss: 0.0313163 | Time: 3383.58 ms [2020-12-18 09:56:32 main:574] : INFO : Epoch 1582 | loss: 0.0309926 | val_loss: 0.0313079 | Time: 3081.49 ms [2020-12-18 09:56:36 main:574] : INFO : Epoch 1583 | loss: 0.0309915 | val_loss: 0.0313085 | Time: 3278.14 ms [2020-12-18 09:56:39 main:574] : INFO : Epoch 1584 | loss: 0.0309865 | val_loss: 0.0313333 | Time: 3353.31 ms [2020-12-18 09:56:42 main:574] : INFO : Epoch 1585 | loss: 0.0309881 | val_loss: 0.0313043 | Time: 3230.43 ms [2020-12-18 09:56:45 main:574] : INFO : Epoch 1586 | loss: 0.0309851 | val_loss: 0.0312991 | Time: 3230.24 ms [2020-12-18 09:56:49 main:574] : INFO : Epoch 1587 | loss: 0.0309954 | val_loss: 0.0312971 | Time: 3048.51 ms [2020-12-18 09:56:52 main:574] : INFO : Epoch 1588 | loss: 0.0309958 | val_loss: 0.031281 | Time: 3245.96 ms [2020-12-18 09:56:55 main:574] : INFO : Epoch 1589 | loss: 0.0309926 | val_loss: 0.03132 | Time: 3222.97 ms [2020-12-18 09:56:58 main:574] : INFO : Epoch 1590 | loss: 0.0309893 | val_loss: 0.0312705 | Time: 3267.89 ms [2020-12-18 09:57:02 main:574] : INFO : Epoch 1591 | loss: 0.0309916 | val_loss: 0.0313359 | Time: 3233.78 ms [2020-12-18 09:57:05 main:574] : INFO : Epoch 1592 | loss: 0.0309831 | val_loss: 0.0313018 | Time: 3350.01 ms [2020-12-18 09:57:08 main:574] : INFO : Epoch 1593 | loss: 0.0309954 | val_loss: 0.031272 | Time: 3196.38 ms [2020-12-18 09:57:11 main:574] : INFO : Epoch 1594 | loss: 0.0309907 | val_loss: 0.0312839 | Time: 3219.84 ms [2020-12-18 09:57:15 main:574] : INFO : Epoch 1595 | loss: 0.0309872 | val_loss: 0.0313274 | Time: 3418.16 ms [2020-12-18 09:57:18 main:574] : INFO : Epoch 1596 | loss: 0.0309932 | val_loss: 0.0312892 | Time: 3177.16 ms [2020-12-18 09:57:21 main:574] : INFO : Epoch 1597 | loss: 0.0309995 | val_loss: 0.0313217 | Time: 3289.6 ms [2020-12-18 09:57:25 main:574] : INFO : Epoch 1598 | loss: 0.0309939 | val_loss: 0.0312866 | Time: 3420.61 ms [2020-12-18 09:57:28 main:574] : INFO : Epoch 1599 | loss: 0.0309851 | val_loss: 0.0313122 | Time: 3142.97 ms [2020-12-18 09:57:31 main:574] : INFO : Epoch 1600 | loss: 0.0309818 | val_loss: 0.0312868 | Time: 3230.98 ms [2020-12-18 09:57:35 main:574] : INFO : Epoch 1601 | loss: 0.0309827 | val_loss: 0.0313228 | Time: 3340.37 ms [2020-12-18 09:57:38 main:574] : INFO : Epoch 1602 | loss: 0.0309814 | val_loss: 0.0313149 | Time: 3315.99 ms [2020-12-18 09:57:41 main:574] : INFO : Epoch 1603 | loss: 0.0309872 | val_loss: 0.0313082 | Time: 3095.94 ms [2020-12-18 09:57:44 main:574] : INFO : Epoch 1604 | loss: 0.0309845 | val_loss: 0.0313049 | Time: 3217.63 ms [2020-12-18 09:57:48 main:574] : INFO : Epoch 1605 | loss: 0.0309825 | val_loss: 0.0313018 | Time: 3407.11 ms [2020-12-18 09:57:51 main:574] : INFO : Epoch 1606 | loss: 0.0309881 | val_loss: 0.0312912 | Time: 3320.08 ms [2020-12-18 09:57:54 main:574] : INFO : Epoch 1607 | loss: 0.0309906 | val_loss: 0.0312876 | Time: 3282.05 ms [2020-12-18 09:57:58 main:574] : INFO : Epoch 1608 | loss: 0.0309884 | val_loss: 0.0312993 | Time: 3447.55 ms [2020-12-18 09:58:01 main:574] : INFO : Epoch 1609 | loss: 0.0309876 | val_loss: 0.0312961 | Time: 3236.72 ms [2020-12-18 09:58:04 main:574] : INFO : Epoch 1610 | loss: 0.0309776 | val_loss: 0.0313209 | Time: 3276.08 ms [2020-12-18 09:58:08 main:574] : INFO : Epoch 1611 | loss: 0.030976 | val_loss: 0.0312923 | Time: 3374.09 ms [2020-12-18 09:58:11 main:574] : INFO : Epoch 1612 | loss: 0.0309876 | val_loss: 0.0313049 | Time: 3236.21 ms [2020-12-18 09:58:14 main:574] : INFO : Epoch 1613 | loss: 0.0309954 | val_loss: 0.031276 | Time: 3291.45 ms [2020-12-18 09:58:18 main:574] : INFO : Epoch 1614 | loss: 0.0309941 | val_loss: 0.0313082 | Time: 3236.96 ms [2020-12-18 09:58:21 main:574] : INFO : Epoch 1615 | loss: 0.0310372 | val_loss: 0.0312418 | Time: 3349.46 ms [2020-12-18 09:58:24 main:574] : INFO : Epoch 1616 | loss: 0.0310752 | val_loss: 0.0312551 | Time: 3247.38 ms [2020-12-18 09:58:28 main:574] : INFO : Epoch 1617 | loss: 0.0310684 | val_loss: 0.0312827 | Time: 3247.33 ms [2020-12-18 09:58:31 main:574] : INFO : Epoch 1618 | loss: 0.0310348 | val_loss: 0.0312941 | Time: 3313.47 ms [2020-12-18 09:58:34 main:574] : INFO : Epoch 1619 | loss: 0.0310107 | val_loss: 0.0313166 | Time: 3188.07 ms [2020-12-18 09:58:38 main:574] : INFO : Epoch 1620 | loss: 0.030991 | val_loss: 0.0313121 | Time: 3245.17 ms [2020-12-18 09:58:41 main:574] : INFO : Epoch 1621 | loss: 0.0309904 | val_loss: 0.0312966 | Time: 3145.96 ms [2020-12-18 09:58:44 main:574] : INFO : Epoch 1622 | loss: 0.0309859 | val_loss: 0.0313027 | Time: 3326.77 ms [2020-12-18 09:58:47 main:574] : INFO : Epoch 1623 | loss: 0.0309999 | val_loss: 0.0313275 | Time: 3270.77 ms [2020-12-18 09:58:51 main:574] : INFO : Epoch 1624 | loss: 0.0310084 | val_loss: 0.0313193 | Time: 3272.27 ms [2020-12-18 09:58:54 main:574] : INFO : Epoch 1625 | loss: 0.0310058 | val_loss: 0.0312663 | Time: 3323.95 ms [2020-12-18 09:58:57 main:574] : INFO : Epoch 1626 | loss: 0.0310033 | val_loss: 0.0312731 | Time: 3240.33 ms [2020-12-18 09:59:00 main:574] : INFO : Epoch 1627 | loss: 0.0309963 | val_loss: 0.0313066 | Time: 3232.1 ms [2020-12-18 09:59:04 main:574] : INFO : Epoch 1628 | loss: 0.0309976 | val_loss: 0.0313345 | Time: 3401.72 ms [2020-12-18 09:59:07 main:574] : INFO : Epoch 1629 | loss: 0.0310038 | val_loss: 0.0313141 | Time: 3143.88 ms [2020-12-18 09:59:10 main:574] : INFO : Epoch 1630 | loss: 0.0309942 | val_loss: 0.0313233 | Time: 3251.03 ms [2020-12-18 09:59:14 main:574] : INFO : Epoch 1631 | loss: 0.030988 | val_loss: 0.0312989 | Time: 3219.63 ms [2020-12-18 09:59:17 main:574] : INFO : Epoch 1632 | loss: 0.0309891 | val_loss: 0.0313045 | Time: 3556.74 ms [2020-12-18 09:59:21 main:574] : INFO : Epoch 1633 | loss: 0.0309871 | val_loss: 0.0313027 | Time: 3439.98 ms [2020-12-18 09:59:24 main:574] : INFO : Epoch 1634 | loss: 0.0309949 | val_loss: 0.0312972 | Time: 3331.51 ms [2020-12-18 09:59:27 main:574] : INFO : Epoch 1635 | loss: 0.0309951 | val_loss: 0.0312915 | Time: 3214.4 ms [2020-12-18 09:59:31 main:574] : INFO : Epoch 1636 | loss: 0.0309878 | val_loss: 0.0313059 | Time: 3295.85 ms [2020-12-18 09:59:34 main:574] : INFO : Epoch 1637 | loss: 0.0309901 | val_loss: 0.0312732 | Time: 3287.09 ms [2020-12-18 09:59:37 main:574] : INFO : Epoch 1638 | loss: 0.0310119 | val_loss: 0.0312644 | Time: 3345.74 ms [2020-12-18 09:59:41 main:574] : INFO : Epoch 1639 | loss: 0.0310024 | val_loss: 0.0312816 | Time: 3241.87 ms [2020-12-18 09:59:44 main:574] : INFO : Epoch 1640 | loss: 0.0309995 | val_loss: 0.0312881 | Time: 3256.52 ms [2020-12-18 09:59:47 main:574] : INFO : Epoch 1641 | loss: 0.0309985 | val_loss: 0.0312858 | Time: 3380.06 ms [2020-12-18 09:59:50 main:574] : INFO : Epoch 1642 | loss: 0.0309799 | val_loss: 0.0313063 | Time: 3228.06 ms [2020-12-18 09:59:54 main:574] : INFO : Epoch 1643 | loss: 0.0309941 | val_loss: 0.0312859 | Time: 3246.46 ms [2020-12-18 09:59:57 main:574] : INFO : Epoch 1644 | loss: 0.0310008 | val_loss: 0.0313309 | Time: 3371.35 ms [2020-12-18 10:00:01 main:574] : INFO : Epoch 1645 | loss: 0.0309934 | val_loss: 0.0312817 | Time: 3475.58 ms [2020-12-18 10:00:04 main:574] : INFO : Epoch 1646 | loss: 0.0309883 | val_loss: 0.0313181 | Time: 3105.68 ms [2020-12-18 10:00:07 main:574] : INFO : Epoch 1647 | loss: 0.0309802 | val_loss: 0.0313053 | Time: 3378.15 ms [2020-12-18 10:00:10 main:574] : INFO : Epoch 1648 | loss: 0.0309931 | val_loss: 0.0313231 | Time: 3173.37 ms [2020-12-18 10:00:14 main:574] : INFO : Epoch 1649 | loss: 0.0309907 | val_loss: 0.0313066 | Time: 3256.8 ms [2020-12-18 10:00:17 main:574] : INFO : Epoch 1650 | loss: 0.0309975 | val_loss: 0.0312998 | Time: 3348.08 ms [2020-12-18 10:00:20 main:574] : INFO : Epoch 1651 | loss: 0.030991 | val_loss: 0.0313127 | Time: 3275.67 ms [2020-12-18 10:00:24 main:574] : INFO : Epoch 1652 | loss: 0.0309857 | val_loss: 0.0313028 | Time: 3269.2 ms [2020-12-18 10:00:27 main:574] : INFO : Epoch 1653 | loss: 0.0309958 | val_loss: 0.0313192 | Time: 3314.19 ms [2020-12-18 10:00:30 main:574] : INFO : Epoch 1654 | loss: 0.03099 | val_loss: 0.0313189 | Time: 3333.37 ms [2020-12-18 10:00:33 main:574] : INFO : Epoch 1655 | loss: 0.0309867 | val_loss: 0.031328 | Time: 3195.48 ms [2020-12-18 10:00:37 main:574] : INFO : Epoch 1656 | loss: 0.0309847 | val_loss: 0.0313131 | Time: 3231.05 ms [2020-12-18 10:00:40 main:574] : INFO : Epoch 1657 | loss: 0.03098 | val_loss: 0.0313476 | Time: 3414.46 ms [2020-12-18 10:00:43 main:574] : INFO : Epoch 1658 | loss: 0.0309912 | val_loss: 0.0312856 | Time: 3192.24 ms [2020-12-18 10:00:47 main:574] : INFO : Epoch 1659 | loss: 0.0309865 | val_loss: 0.031326 | Time: 3269.13 ms [2020-12-18 10:00:50 main:574] : INFO : Epoch 1660 | loss: 0.0309995 | val_loss: 0.0313324 | Time: 3440.97 ms [2020-12-18 10:00:53 main:574] : INFO : Epoch 1661 | loss: 0.0309985 | val_loss: 0.0313023 | Time: 3239.72 ms [2020-12-18 10:00:57 main:574] : INFO : Epoch 1662 | loss: 0.0309917 | val_loss: 0.0312954 | Time: 3250.03 ms [2020-12-18 10:01:00 main:574] : INFO : Epoch 1663 | loss: 0.0309927 | val_loss: 0.0313144 | Time: 3345 ms [2020-12-18 10:01:03 main:574] : INFO : Epoch 1664 | loss: 0.0309908 | val_loss: 0.0312851 | Time: 3251.72 ms [2020-12-18 10:01:07 main:574] : INFO : Epoch 1665 | loss: 0.0309879 | val_loss: 0.0312915 | Time: 3269.34 ms [2020-12-18 10:01:10 main:574] : INFO : Epoch 1666 | loss: 0.0309903 | val_loss: 0.0313024 | Time: 3270.7 ms [2020-12-18 10:01:13 main:574] : INFO : Epoch 1667 | loss: 0.0309805 | val_loss: 0.0313056 | Time: 3372.66 ms [2020-12-18 10:01:16 main:574] : INFO : Epoch 1668 | loss: 0.0309802 | val_loss: 0.0313037 | Time: 2990.25 ms [2020-12-18 10:01:20 main:574] : INFO : Epoch 1669 | loss: 0.0309875 | val_loss: 0.0313035 | Time: 3189.17 ms [2020-12-18 10:01:23 main:574] : INFO : Epoch 1670 | loss: 0.0309828 | val_loss: 0.0313011 | Time: 3264.24 ms [2020-12-18 10:01:26 main:574] : INFO : Epoch 1671 | loss: 0.0309836 | val_loss: 0.0313094 | Time: 3337.94 ms [2020-12-18 10:01:29 main:574] : INFO : Epoch 1672 | loss: 0.030981 | val_loss: 0.0313055 | Time: 3232.38 ms [2020-12-18 10:01:33 main:574] : INFO : Epoch 1673 | loss: 0.0309899 | val_loss: 0.0312724 | Time: 3193.19 ms [2020-12-18 10:01:36 main:574] : INFO : Epoch 1674 | loss: 0.0309944 | val_loss: 0.0313259 | Time: 3442.19 ms [2020-12-18 10:01:39 main:574] : INFO : Epoch 1675 | loss: 0.0310627 | val_loss: 0.0312633 | Time: 3224.78 ms [2020-12-18 10:01:43 main:574] : INFO : Epoch 1676 | loss: 0.031051 | val_loss: 0.0312996 | Time: 3288.53 ms [2020-12-18 10:01:46 main:574] : INFO : Epoch 1677 | loss: 0.0310136 | val_loss: 0.0312993 | Time: 3418.07 ms [2020-12-18 10:01:49 main:574] : INFO : Epoch 1678 | loss: 0.0309934 | val_loss: 0.0312813 | Time: 3149.59 ms [2020-12-18 10:01:53 main:574] : INFO : Epoch 1679 | loss: 0.0309879 | val_loss: 0.0312795 | Time: 3216.57 ms [2020-12-18 10:01:56 main:574] : INFO : Epoch 1680 | loss: 0.03099 | val_loss: 0.0313032 | Time: 3271.78 ms [2020-12-18 10:01:59 main:574] : INFO : Epoch 1681 | loss: 0.0309832 | val_loss: 0.0312904 | Time: 3205.8 ms [2020-12-18 10:02:02 main:574] : INFO : Epoch 1682 | loss: 0.0309872 | val_loss: 0.0313101 | Time: 3285.09 ms [2020-12-18 10:02:06 main:574] : INFO : Epoch 1683 | loss: 0.0309851 | val_loss: 0.0312819 | Time: 3248.33 ms [2020-12-18 10:02:09 main:574] : INFO : Epoch 1684 | loss: 0.0309826 | val_loss: 0.0313241 | Time: 3314.02 ms [2020-12-18 10:02:12 main:574] : INFO : Epoch 1685 | loss: 0.0310145 | val_loss: 0.0312743 | Time: 3224.98 ms [2020-12-18 10:02:16 main:574] : INFO : Epoch 1686 | loss: 0.0310103 | val_loss: 0.0312777 | Time: 3206.27 ms [2020-12-18 10:02:19 main:574] : INFO : Epoch 1687 | loss: 0.0310005 | val_loss: 0.0312886 | Time: 3406.76 ms [2020-12-18 10:02:22 main:574] : INFO : Epoch 1688 | loss: 0.0309957 | val_loss: 0.0312838 | Time: 3137.94 ms [2020-12-18 10:02:25 main:574] : INFO : Epoch 1689 | loss: 0.0309883 | val_loss: 0.0312857 | Time: 3234.42 ms [2020-12-18 10:02:29 main:574] : INFO : Epoch 1690 | loss: 0.0309943 | val_loss: 0.0312978 | Time: 3213.61 ms [2020-12-18 10:02:32 main:574] : INFO : Epoch 1691 | loss: 0.030991 | val_loss: 0.0313061 | Time: 3277.14 ms [2020-12-18 10:02:35 main:574] : INFO : Epoch 1692 | loss: 0.0309994 | val_loss: 0.0313033 | Time: 3242.91 ms [2020-12-18 10:02:38 main:574] : INFO : Epoch 1693 | loss: 0.0309853 | val_loss: 0.0313286 | Time: 3268.12 ms [2020-12-18 10:02:42 main:574] : INFO : Epoch 1694 | loss: 0.030986 | val_loss: 0.0313199 | Time: 3407.86 ms [2020-12-18 10:02:45 main:574] : INFO : Epoch 1695 | loss: 0.0309894 | val_loss: 0.031296 | Time: 3215.65 ms [2020-12-18 10:02:48 main:574] : INFO : Epoch 1696 | loss: 0.0309971 | val_loss: 0.0313414 | Time: 3248.79 ms [2020-12-18 10:02:52 main:574] : INFO : Epoch 1697 | loss: 0.0309896 | val_loss: 0.0312927 | Time: 3389 ms [2020-12-18 10:02:55 main:574] : INFO : Epoch 1698 | loss: 0.0309946 | val_loss: 0.0313037 | Time: 3141.64 ms [2020-12-18 10:02:58 main:574] : INFO : Epoch 1699 | loss: 0.0309936 | val_loss: 0.0312986 | Time: 3282.16 ms [2020-12-18 10:03:02 main:574] : INFO : Epoch 1700 | loss: 0.0309921 | val_loss: 0.0312967 | Time: 3324.07 ms [2020-12-18 10:03:05 main:574] : INFO : Epoch 1701 | loss: 0.0309846 | val_loss: 0.0313113 | Time: 3235.18 ms [2020-12-18 10:03:08 main:574] : INFO : Epoch 1702 | loss: 0.0310067 | val_loss: 0.0312886 | Time: 3259.79 ms [2020-12-18 10:03:11 main:574] : INFO : Epoch 1703 | loss: 0.0309936 | val_loss: 0.0313181 | Time: 3269.83 ms [2020-12-18 10:03:15 main:574] : INFO : Epoch 1704 | loss: 0.0309882 | val_loss: 0.0313335 | Time: 3332.39 ms [2020-12-18 10:03:18 main:574] : INFO : Epoch 1705 | loss: 0.0309921 | val_loss: 0.0312862 | Time: 3235.66 ms [2020-12-18 10:03:21 main:574] : INFO : Epoch 1706 | loss: 0.0309901 | val_loss: 0.0312938 | Time: 3210.99 ms [2020-12-18 10:03:25 main:574] : INFO : Epoch 1707 | loss: 0.0310084 | val_loss: 0.0312685 | Time: 3349.74 ms [2020-12-18 10:03:28 main:574] : INFO : Epoch 1708 | loss: 0.0309958 | val_loss: 0.0313135 | Time: 3197.39 ms [2020-12-18 10:03:31 main:574] : INFO : Epoch 1709 | loss: 0.0309908 | val_loss: 0.0313196 | Time: 3268.03 ms [2020-12-18 10:03:35 main:574] : INFO : Epoch 1710 | loss: 0.0309802 | val_loss: 0.0312895 | Time: 3444.16 ms [2020-12-18 10:03:38 main:574] : INFO : Epoch 1711 | loss: 0.0309934 | val_loss: 0.0312858 | Time: 3167.56 ms [2020-12-18 10:03:41 main:574] : INFO : Epoch 1712 | loss: 0.0310001 | val_loss: 0.031309 | Time: 3243.17 ms [2020-12-18 10:03:45 main:574] : INFO : Epoch 1713 | loss: 0.0309924 | val_loss: 0.0312897 | Time: 3352.33 ms [2020-12-18 10:03:48 main:574] : INFO : Epoch 1714 | loss: 0.0309966 | val_loss: 0.0313225 | Time: 3260.57 ms [2020-12-18 10:03:51 main:574] : INFO : Epoch 1715 | loss: 0.0309883 | val_loss: 0.0313454 | Time: 3250.26 ms [2020-12-18 10:03:54 main:574] : INFO : Epoch 1716 | loss: 0.0309871 | val_loss: 0.0312854 | Time: 3213.93 ms [2020-12-18 10:03:58 main:574] : INFO : Epoch 1717 | loss: 0.0310022 | val_loss: 0.0312874 | Time: 3376.71 ms [2020-12-18 10:04:01 main:574] : INFO : Epoch 1718 | loss: 0.0310077 | val_loss: 0.0313075 | Time: 3274.4 ms [2020-12-18 10:04:04 main:574] : INFO : Epoch 1719 | loss: 0.0309957 | val_loss: 0.031329 | Time: 3204.14 ms [2020-12-18 10:04:08 main:574] : INFO : Epoch 1720 | loss: 0.0309867 | val_loss: 0.0312937 | Time: 3411.34 ms [2020-12-18 10:04:11 main:574] : INFO : Epoch 1721 | loss: 0.0309895 | val_loss: 0.0313038 | Time: 3216.22 ms [2020-12-18 10:04:14 main:574] : INFO : Epoch 1722 | loss: 0.0309875 | val_loss: 0.0313096 | Time: 3223.38 ms [2020-12-18 10:04:18 main:574] : INFO : Epoch 1723 | loss: 0.030992 | val_loss: 0.0313327 | Time: 3393.83 ms [2020-12-18 10:04:21 main:574] : INFO : Epoch 1724 | loss: 0.0309948 | val_loss: 0.0313217 | Time: 3137.46 ms [2020-12-18 10:04:24 main:574] : INFO : Epoch 1725 | loss: 0.0309828 | val_loss: 0.0312791 | Time: 3249.38 ms [2020-12-18 10:04:27 main:574] : INFO : Epoch 1726 | loss: 0.0309893 | val_loss: 0.0312913 | Time: 3234.58 ms [2020-12-18 10:04:31 main:574] : INFO : Epoch 1727 | loss: 0.0309888 | val_loss: 0.0313135 | Time: 3342.68 ms [2020-12-18 10:04:34 main:574] : INFO : Epoch 1728 | loss: 0.030985 | val_loss: 0.0313074 | Time: 3224.39 ms [2020-12-18 10:04:37 main:574] : INFO : Epoch 1729 | loss: 0.0309928 | val_loss: 0.0312844 | Time: 3205.35 ms [2020-12-18 10:04:41 main:574] : INFO : Epoch 1730 | loss: 0.0309979 | val_loss: 0.0312928 | Time: 3398.9 ms [2020-12-18 10:04:44 main:574] : INFO : Epoch 1731 | loss: 0.0309937 | val_loss: 0.0313096 | Time: 3235.84 ms [2020-12-18 10:04:47 main:574] : INFO : Epoch 1732 | loss: 0.0309889 | val_loss: 0.0313093 | Time: 3516.08 ms [2020-12-18 10:04:51 main:574] : INFO : Epoch 1733 | loss: 0.0309881 | val_loss: 0.0313059 | Time: 3352.47 ms [2020-12-18 10:04:54 main:574] : INFO : Epoch 1734 | loss: 0.0309896 | val_loss: 0.0312899 | Time: 3227.34 ms [2020-12-18 10:04:57 main:574] : INFO : Epoch 1735 | loss: 0.0309855 | val_loss: 0.0313112 | Time: 3223.6 ms [2020-12-18 10:05:00 main:574] : INFO : Epoch 1736 | loss: 0.0309912 | val_loss: 0.0313032 | Time: 3281.05 ms [2020-12-18 10:05:04 main:574] : INFO : Epoch 1737 | loss: 0.0309867 | val_loss: 0.0312885 | Time: 3149.32 ms [2020-12-18 10:05:07 main:574] : INFO : Epoch 1738 | loss: 0.0309877 | val_loss: 0.0312724 | Time: 3238.91 ms [2020-12-18 10:05:10 main:574] : INFO : Epoch 1739 | loss: 0.0309961 | val_loss: 0.0312759 | Time: 3076.13 ms [2020-12-18 10:05:13 main:574] : INFO : Epoch 1740 | loss: 0.0309939 | val_loss: 0.0313079 | Time: 3300.34 ms [2020-12-18 10:05:17 main:574] : INFO : Epoch 1741 | loss: 0.030985 | val_loss: 0.0313136 | Time: 3241.48 ms [2020-12-18 10:05:20 main:574] : INFO : Epoch 1742 | loss: 0.0309875 | val_loss: 0.0312767 | Time: 3282.04 ms [2020-12-18 10:05:23 main:574] : INFO : Epoch 1743 | loss: 0.0310048 | val_loss: 0.0312727 | Time: 3399.23 ms [2020-12-18 10:05:27 main:574] : INFO : Epoch 1744 | loss: 0.0310075 | val_loss: 0.0312585 | Time: 3191.02 ms [2020-12-18 10:05:30 main:574] : INFO : Epoch 1745 | loss: 0.0309965 | val_loss: 0.0313077 | Time: 3236.89 ms [2020-12-18 10:05:33 main:574] : INFO : Epoch 1746 | loss: 0.0309902 | val_loss: 0.031324 | Time: 3279.91 ms [2020-12-18 10:05:37 main:574] : INFO : Epoch 1747 | loss: 0.0309886 | val_loss: 0.0312778 | Time: 3443.22 ms [2020-12-18 10:05:40 main:574] : INFO : Epoch 1748 | loss: 0.0309936 | val_loss: 0.0313193 | Time: 3366.07 ms [2020-12-18 10:05:43 main:574] : INFO : Epoch 1749 | loss: 0.0309986 | val_loss: 0.0312991 | Time: 3266.73 ms [2020-12-18 10:05:47 main:574] : INFO : Epoch 1750 | loss: 0.0309953 | val_loss: 0.0312915 | Time: 3351.05 ms [2020-12-18 10:05:50 main:574] : INFO : Epoch 1751 | loss: 0.0309887 | val_loss: 0.0313373 | Time: 3210.2 ms [2020-12-18 10:05:53 main:574] : INFO : Epoch 1752 | loss: 0.0310082 | val_loss: 0.0312939 | Time: 3243.04 ms [2020-12-18 10:05:57 main:574] : INFO : Epoch 1753 | loss: 0.0310025 | val_loss: 0.0312925 | Time: 3397.9 ms [2020-12-18 10:06:00 main:574] : INFO : Epoch 1754 | loss: 0.0309901 | val_loss: 0.0312829 | Time: 3182.48 ms [2020-12-18 10:06:03 main:574] : INFO : Epoch 1755 | loss: 0.0309947 | val_loss: 0.0313046 | Time: 3237.05 ms [2020-12-18 10:06:07 main:574] : INFO : Epoch 1756 | loss: 0.0309807 | val_loss: 0.0312971 | Time: 3415.62 ms [2020-12-18 10:06:10 main:574] : INFO : Epoch 1757 | loss: 0.0309819 | val_loss: 0.0313115 | Time: 3200.08 ms [2020-12-18 10:06:13 main:574] : INFO : Epoch 1758 | loss: 0.030993 | val_loss: 0.0313083 | Time: 3287.79 ms [2020-12-18 10:06:16 main:574] : INFO : Epoch 1759 | loss: 0.0309956 | val_loss: 0.0313142 | Time: 3381.45 ms [2020-12-18 10:06:20 main:574] : INFO : Epoch 1760 | loss: 0.0309886 | val_loss: 0.0312923 | Time: 3116.98 ms [2020-12-18 10:06:23 main:574] : INFO : Epoch 1761 | loss: 0.0309857 | val_loss: 0.0313068 | Time: 3233.98 ms [2020-12-18 10:06:26 main:574] : INFO : Epoch 1762 | loss: 0.0309941 | val_loss: 0.0312944 | Time: 3249.31 ms [2020-12-18 10:06:30 main:574] : INFO : Epoch 1763 | loss: 0.0309943 | val_loss: 0.0312902 | Time: 3328.75 ms [2020-12-18 10:06:33 main:574] : INFO : Epoch 1764 | loss: 0.0309907 | val_loss: 0.0313045 | Time: 3236.56 ms [2020-12-18 10:06:36 main:574] : INFO : Epoch 1765 | loss: 0.0309904 | val_loss: 0.0312589 | Time: 3208.72 ms [2020-12-18 10:06:39 main:574] : INFO : Epoch 1766 | loss: 0.0309997 | val_loss: 0.0312938 | Time: 3345.7 ms [2020-12-18 10:06:43 main:574] : INFO : Epoch 1767 | loss: 0.0309968 | val_loss: 0.0313047 | Time: 3177.39 ms [2020-12-18 10:06:46 main:574] : INFO : Epoch 1768 | loss: 0.0309987 | val_loss: 0.0313292 | Time: 3265.21 ms [2020-12-18 10:06:49 main:574] : INFO : Epoch 1769 | loss: 0.0309872 | val_loss: 0.0313208 | Time: 3346.25 ms [2020-12-18 10:06:52 main:574] : INFO : Epoch 1770 | loss: 0.0309864 | val_loss: 0.0313409 | Time: 3188.93 ms [2020-12-18 10:06:56 main:574] : INFO : Epoch 1771 | loss: 0.0309911 | val_loss: 0.0312821 | Time: 3237.05 ms [2020-12-18 10:06:59 main:574] : INFO : Epoch 1772 | loss: 0.0310034 | val_loss: 0.031309 | Time: 3197.58 ms [2020-12-18 10:07:02 main:574] : INFO : Epoch 1773 | loss: 0.0309973 | val_loss: 0.0313125 | Time: 3334.59 ms [2020-12-18 10:07:06 main:574] : INFO : Epoch 1774 | loss: 0.0309918 | val_loss: 0.0312722 | Time: 3226.53 ms [2020-12-18 10:07:09 main:574] : INFO : Epoch 1775 | loss: 0.0310017 | val_loss: 0.0312939 | Time: 3243.41 ms [2020-12-18 10:07:12 main:574] : INFO : Epoch 1776 | loss: 0.0309982 | val_loss: 0.0313009 | Time: 3398.18 ms [2020-12-18 10:07:15 main:574] : INFO : Epoch 1777 | loss: 0.030999 | val_loss: 0.0313113 | Time: 3257.56 ms [2020-12-18 10:07:19 main:574] : INFO : Epoch 1778 | loss: 0.0309972 | val_loss: 0.0312819 | Time: 3230.99 ms [2020-12-18 10:07:22 main:574] : INFO : Epoch 1779 | loss: 0.0310084 | val_loss: 0.0313174 | Time: 3391.2 ms [2020-12-18 10:07:25 main:574] : INFO : Epoch 1780 | loss: 0.0309926 | val_loss: 0.0313369 | Time: 3179.83 ms [2020-12-18 10:07:29 main:574] : INFO : Epoch 1781 | loss: 0.0309905 | val_loss: 0.0312901 | Time: 3312.09 ms [2020-12-18 10:07:32 main:574] : INFO : Epoch 1782 | loss: 0.0309963 | val_loss: 0.0312977 | Time: 3433.47 ms [2020-12-18 10:07:35 main:574] : INFO : Epoch 1783 | loss: 0.0309894 | val_loss: 0.0313121 | Time: 3139.29 ms [2020-12-18 10:07:39 main:574] : INFO : Epoch 1784 | loss: 0.0310037 | val_loss: 0.0312889 | Time: 3239.57 ms [2020-12-18 10:07:42 main:574] : INFO : Epoch 1785 | loss: 0.0309885 | val_loss: 0.0312781 | Time: 3302.1 ms [2020-12-18 10:07:45 main:574] : INFO : Epoch 1786 | loss: 0.0309852 | val_loss: 0.0313079 | Time: 3249.52 ms [2020-12-18 10:07:48 main:574] : INFO : Epoch 1787 | loss: 0.0309799 | val_loss: 0.0313002 | Time: 2359.1 ms [2020-12-18 10:07:50 main:574] : INFO : Epoch 1788 | loss: 0.0309806 | val_loss: 0.0313014 | Time: 2315.66 ms [2020-12-18 10:07:52 main:574] : INFO : Epoch 1789 | loss: 0.0309926 | val_loss: 0.0312826 | Time: 2270.84 ms [2020-12-18 10:07:55 main:574] : INFO : Epoch 1790 | loss: 0.0309918 | val_loss: 0.0312947 | Time: 2304.16 ms [2020-12-18 10:07:57 main:574] : INFO : Epoch 1791 | loss: 0.0309819 | val_loss: 0.03132 | Time: 2291.22 ms [2020-12-18 10:07:59 main:574] : INFO : Epoch 1792 | loss: 0.0309847 | val_loss: 0.0312857 | Time: 2316.08 ms [2020-12-18 10:08:01 main:574] : INFO : Epoch 1793 | loss: 0.0309904 | val_loss: 0.0313078 | Time: 2267.82 ms [2020-12-18 10:08:04 main:574] : INFO : Epoch 1794 | loss: 0.0309949 | val_loss: 0.0313164 | Time: 2252.77 ms [2020-12-18 10:08:06 main:574] : INFO : Epoch 1795 | loss: 0.0309947 | val_loss: 0.0313042 | Time: 2296.92 ms [2020-12-18 10:08:08 main:574] : INFO : Epoch 1796 | loss: 0.0309839 | val_loss: 0.0312992 | Time: 2262.12 ms [2020-12-18 10:08:11 main:574] : INFO : Epoch 1797 | loss: 0.0309883 | val_loss: 0.0312989 | Time: 2255.18 ms [2020-12-18 10:08:13 main:574] : INFO : Epoch 1798 | loss: 0.0309841 | val_loss: 0.0313527 | Time: 2258.86 ms [2020-12-18 10:08:15 main:574] : INFO : Epoch 1799 | loss: 0.0309899 | val_loss: 0.0313099 | Time: 2288.5 ms [2020-12-18 10:08:17 main:574] : INFO : Epoch 1800 | loss: 0.0309924 | val_loss: 0.03134 | Time: 2293.28 ms [2020-12-18 10:08:20 main:574] : INFO : Epoch 1801 | loss: 0.0309885 | val_loss: 0.0313203 | Time: 2289.3 ms [2020-12-18 10:08:22 main:574] : INFO : Epoch 1802 | loss: 0.0309911 | val_loss: 0.0313109 | Time: 2256.13 ms [2020-12-18 10:08:24 main:574] : INFO : Epoch 1803 | loss: 0.0309976 | val_loss: 0.0313008 | Time: 2266.96 ms [2020-12-18 10:08:27 main:574] : INFO : Epoch 1804 | loss: 0.0309952 | val_loss: 0.0312923 | Time: 2292.04 ms [2020-12-18 10:08:29 main:574] : INFO : Epoch 1805 | loss: 0.0309887 | val_loss: 0.031261 | Time: 2617.62 ms [2020-12-18 10:08:31 main:574] : INFO : Epoch 1806 | loss: 0.0309919 | val_loss: 0.0312933 | Time: 2261.85 ms [2020-12-18 10:08:34 main:574] : INFO : Epoch 1807 | loss: 0.0310072 | val_loss: 0.0312851 | Time: 2257.75 ms [2020-12-18 10:08:36 main:574] : INFO : Epoch 1808 | loss: 0.0309964 | val_loss: 0.0313291 | Time: 2242.55 ms [2020-12-18 10:08:38 main:574] : INFO : Epoch 1809 | loss: 0.0309953 | val_loss: 0.0312986 | Time: 2301.79 ms [2020-12-18 10:08:41 main:574] : INFO : Epoch 1810 | loss: 0.0309848 | val_loss: 0.0312844 | Time: 2262.72 ms [2020-12-18 10:08:43 main:574] : INFO : Epoch 1811 | loss: 0.0309824 | val_loss: 0.0313164 | Time: 2268.81 ms [2020-12-18 10:08:45 main:574] : INFO : Epoch 1812 | loss: 0.0309808 | val_loss: 0.0312906 | Time: 2313.35 ms [2020-12-18 10:08:48 main:574] : INFO : Epoch 1813 | loss: 0.0309881 | val_loss: 0.0313253 | Time: 2266.22 ms [2020-12-18 10:08:50 main:574] : INFO : Epoch 1814 | loss: 0.0309868 | val_loss: 0.0312977 | Time: 2288.06 ms [2020-12-18 10:08:52 main:574] : INFO : Epoch 1815 | loss: 0.0309874 | val_loss: 0.0313198 | Time: 2269.94 ms [2020-12-18 10:08:54 main:574] : INFO : Epoch 1816 | loss: 0.030996 | val_loss: 0.0313231 | Time: 2274.97 ms [2020-12-18 10:08:57 main:574] : INFO : Epoch 1817 | loss: 0.0309994 | val_loss: 0.0313056 | Time: 2285.21 ms [2020-12-18 10:08:59 main:574] : INFO : Epoch 1818 | loss: 0.0309949 | val_loss: 0.0313049 | Time: 2270.58 ms [2020-12-18 10:09:01 main:574] : INFO : Epoch 1819 | loss: 0.0309889 | val_loss: 0.0312952 | Time: 2256.41 ms [2020-12-18 10:09:04 main:574] : INFO : Epoch 1820 | loss: 0.03099 | val_loss: 0.0313042 | Time: 2275.08 ms [2020-12-18 10:09:06 main:574] : INFO : Epoch 1821 | loss: 0.0309875 | val_loss: 0.0312979 | Time: 2385.7 ms [2020-12-18 10:09:08 main:574] : INFO : Epoch 1822 | loss: 0.0309904 | val_loss: 0.0312886 | Time: 2488.5 ms [2020-12-18 10:09:11 main:574] : INFO : Epoch 1823 | loss: 0.0310233 | val_loss: 0.0312821 | Time: 2527.89 ms [2020-12-18 10:09:13 main:574] : INFO : Epoch 1824 | loss: 0.0310033 | val_loss: 0.0313077 | Time: 2512.75 ms [2020-12-18 10:09:16 main:574] : INFO : Epoch 1825 | loss: 0.0309901 | val_loss: 0.0312904 | Time: 2510.96 ms [2020-12-18 10:09:19 main:574] : INFO : Epoch 1826 | loss: 0.0309879 | val_loss: 0.0313241 | Time: 2510.26 ms [2020-12-18 10:09:21 main:574] : INFO : Epoch 1827 | loss: 0.0309848 | val_loss: 0.031291 | Time: 2529.89 ms [2020-12-18 10:09:24 main:574] : INFO : Epoch 1828 | loss: 0.0309865 | val_loss: 0.0313101 | Time: 2530.98 ms [2020-12-18 10:09:26 main:574] : INFO : Epoch 1829 | loss: 0.0309751 | val_loss: 0.0313065 | Time: 2539.64 ms [2020-12-18 10:09:29 main:574] : INFO : Epoch 1830 | loss: 0.0309791 | val_loss: 0.0313013 | Time: 2499.08 ms [2020-12-18 10:09:31 main:574] : INFO : Epoch 1831 | loss: 0.0309891 | val_loss: 0.0312852 | Time: 2464.71 ms [2020-12-18 10:09:34 main:574] : INFO : Epoch 1832 | loss: 0.0309987 | val_loss: 0.0312874 | Time: 2510.56 ms [2020-12-18 10:09:36 main:574] : INFO : Epoch 1833 | loss: 0.0309856 | val_loss: 0.0313244 | Time: 2454.36 ms [2020-12-18 10:09:39 main:574] : INFO : Epoch 1834 | loss: 0.0309807 | val_loss: 0.0313105 | Time: 2451.64 ms [2020-12-18 10:09:41 main:574] : INFO : Epoch 1835 | loss: 0.030984 | val_loss: 0.031294 | Time: 2451.25 ms [2020-12-18 10:09:44 main:574] : INFO : Epoch 1836 | loss: 0.0309824 | val_loss: 0.0313286 | Time: 2474.94 ms [2020-12-18 10:09:46 main:574] : INFO : Epoch 1837 | loss: 0.0309929 | val_loss: 0.0312925 | Time: 2489.63 ms [2020-12-18 10:09:49 main:574] : INFO : Epoch 1838 | loss: 0.0310028 | val_loss: 0.0313026 | Time: 2431.1 ms [2020-12-18 10:09:51 main:574] : INFO : Epoch 1839 | loss: 0.0310048 | val_loss: 0.0312889 | Time: 2354.61 ms [2020-12-18 10:09:53 main:574] : INFO : Epoch 1840 | loss: 0.0310027 | val_loss: 0.0312963 | Time: 2325.08 ms [2020-12-18 10:09:56 main:574] : INFO : Epoch 1841 | loss: 0.0309999 | val_loss: 0.0312861 | Time: 2310.05 ms [2020-12-18 10:09:58 main:574] : INFO : Epoch 1842 | loss: 0.0309823 | val_loss: 0.0313224 | Time: 2315.34 ms [2020-12-18 10:10:00 main:574] : INFO : Epoch 1843 | loss: 0.030994 | val_loss: 0.0313249 | Time: 2332.26 ms [2020-12-18 10:10:03 main:574] : INFO : Epoch 1844 | loss: 0.0309834 | val_loss: 0.0313028 | Time: 2316.53 ms [2020-12-18 10:10:05 main:574] : INFO : Epoch 1845 | loss: 0.030987 | val_loss: 0.0312879 | Time: 2337.3 ms [2020-12-18 10:10:07 main:574] : INFO : Epoch 1846 | loss: 0.0309869 | val_loss: 0.0312964 | Time: 2295.96 ms [2020-12-18 10:10:10 main:574] : INFO : Epoch 1847 | loss: 0.0310104 | val_loss: 0.0313232 | Time: 2328.45 ms [2020-12-18 10:10:12 main:574] : INFO : Epoch 1848 | loss: 0.0310068 | val_loss: 0.0312991 | Time: 2359.16 ms [2020-12-18 10:10:14 main:574] : INFO : Epoch 1849 | loss: 0.03099 | val_loss: 0.0313288 | Time: 2312.54 ms [2020-12-18 10:10:17 main:574] : INFO : Epoch 1850 | loss: 0.030984 | val_loss: 0.0313097 | Time: 2323.93 ms [2020-12-18 10:10:19 main:574] : INFO : Epoch 1851 | loss: 0.031003 | val_loss: 0.0312902 | Time: 2329.39 ms [2020-12-18 10:10:21 main:574] : INFO : Epoch 1852 | loss: 0.0309926 | val_loss: 0.0313205 | Time: 2368.05 ms [2020-12-18 10:10:24 main:574] : INFO : Epoch 1853 | loss: 0.0309965 | val_loss: 0.0313112 | Time: 2346.98 ms [2020-12-18 10:10:26 main:574] : INFO : Epoch 1854 | loss: 0.0309933 | val_loss: 0.0313279 | Time: 2321.44 ms [2020-12-18 10:10:28 main:574] : INFO : Epoch 1855 | loss: 0.0309942 | val_loss: 0.0312873 | Time: 2268.46 ms [2020-12-18 10:10:31 main:574] : INFO : Epoch 1856 | loss: 0.0310021 | val_loss: 0.0313024 | Time: 2309.62 ms [2020-12-18 10:10:33 main:574] : INFO : Epoch 1857 | loss: 0.0309921 | val_loss: 0.031317 | Time: 2319.85 ms [2020-12-18 10:10:35 main:574] : INFO : Epoch 1858 | loss: 0.0309824 | val_loss: 0.0312896 | Time: 2367.13 ms [2020-12-18 10:10:38 main:574] : INFO : Epoch 1859 | loss: 0.0309925 | val_loss: 0.0313112 | Time: 2358.26 ms [2020-12-18 10:10:40 main:574] : INFO : Epoch 1860 | loss: 0.0309885 | val_loss: 0.0312868 | Time: 2355.6 ms [2020-12-18 10:10:42 main:574] : INFO : Epoch 1861 | loss: 0.0309971 | val_loss: 0.0312943 | Time: 2357.95 ms [2020-12-18 10:10:45 main:574] : INFO : Epoch 1862 | loss: 0.031002 | val_loss: 0.031336 | Time: 2291.29 ms [2020-12-18 10:10:47 main:574] : INFO : Epoch 1863 | loss: 0.0310029 | val_loss: 0.0312972 | Time: 2288.02 ms [2020-12-18 10:10:49 main:574] : INFO : Epoch 1864 | loss: 0.0309959 | val_loss: 0.0313088 | Time: 2338.28 ms [2020-12-18 10:10:52 main:574] : INFO : Epoch 1865 | loss: 0.0309916 | val_loss: 0.0313169 | Time: 2274.46 ms [2020-12-18 10:10:54 main:574] : INFO : Epoch 1866 | loss: 0.0309875 | val_loss: 0.0312863 | Time: 2268.66 ms [2020-12-18 10:10:56 main:574] : INFO : Epoch 1867 | loss: 0.0309796 | val_loss: 0.0313253 | Time: 2364.64 ms [2020-12-18 10:10:59 main:574] : INFO : Epoch 1868 | loss: 0.0309826 | val_loss: 0.0313071 | Time: 2304.69 ms [2020-12-18 10:11:01 main:574] : INFO : Epoch 1869 | loss: 0.0309775 | val_loss: 0.0313031 | Time: 2279.68 ms [2020-12-18 10:11:03 main:574] : INFO : Epoch 1870 | loss: 0.0309904 | val_loss: 0.0312936 | Time: 2281.33 ms [2020-12-18 10:11:06 main:574] : INFO : Epoch 1871 | loss: 0.031003 | val_loss: 0.0312898 | Time: 2283.55 ms [2020-12-18 10:11:08 main:574] : INFO : Epoch 1872 | loss: 0.0309866 | val_loss: 0.0313191 | Time: 2292.48 ms [2020-12-18 10:11:10 main:574] : INFO : Epoch 1873 | loss: 0.0309812 | val_loss: 0.0313008 | Time: 2296.78 ms [2020-12-18 10:11:12 main:574] : INFO : Epoch 1874 | loss: 0.0309874 | val_loss: 0.0313104 | Time: 2301.29 ms [2020-12-18 10:11:15 main:574] : INFO : Epoch 1875 | loss: 0.0309916 | val_loss: 0.0312987 | Time: 2308.93 ms [2020-12-18 10:11:17 main:574] : INFO : Epoch 1876 | loss: 0.0309881 | val_loss: 0.0313207 | Time: 2261.38 ms [2020-12-18 10:11:19 main:574] : INFO : Epoch 1877 | loss: 0.0309849 | val_loss: 0.0313277 | Time: 2302.95 ms [2020-12-18 10:11:22 main:574] : INFO : Epoch 1878 | loss: 0.0309821 | val_loss: 0.0313206 | Time: 2313.18 ms [2020-12-18 10:11:24 main:574] : INFO : Epoch 1879 | loss: 0.0309794 | val_loss: 0.0312948 | Time: 2324.74 ms [2020-12-18 10:11:26 main:574] : INFO : Epoch 1880 | loss: 0.030981 | val_loss: 0.0313017 | Time: 2289.64 ms [2020-12-18 10:11:29 main:574] : INFO : Epoch 1881 | loss: 0.0309912 | val_loss: 0.0313032 | Time: 2310.4 ms [2020-12-18 10:11:31 main:574] : INFO : Epoch 1882 | loss: 0.0310043 | val_loss: 0.0312841 | Time: 2318.37 ms [2020-12-18 10:11:33 main:574] : INFO : Epoch 1883 | loss: 0.0309985 | val_loss: 0.0313062 | Time: 2291.68 ms [2020-12-18 10:11:36 main:574] : INFO : Epoch 1884 | loss: 0.0309926 | val_loss: 0.0312936 | Time: 2271.56 ms [2020-12-18 10:11:38 main:574] : INFO : Epoch 1885 | loss: 0.0309883 | val_loss: 0.0313342 | Time: 2321.28 ms [2020-12-18 10:11:40 main:574] : INFO : Epoch 1886 | loss: 0.0309902 | val_loss: 0.0313254 | Time: 2264.06 ms [2020-12-18 10:11:43 main:574] : INFO : Epoch 1887 | loss: 0.0309886 | val_loss: 0.0312979 | Time: 2300.84 ms [2020-12-18 10:11:45 main:574] : INFO : Epoch 1888 | loss: 0.0309813 | val_loss: 0.0313215 | Time: 2345.86 ms [2020-12-18 10:11:47 main:574] : INFO : Epoch 1889 | loss: 0.0309824 | val_loss: 0.0312948 | Time: 2278.24 ms [2020-12-18 10:11:50 main:574] : INFO : Epoch 1890 | loss: 0.0309898 | val_loss: 0.0312948 | Time: 2390.64 ms [2020-12-18 10:11:52 main:574] : INFO : Epoch 1891 | loss: 0.0309943 | val_loss: 0.0313141 | Time: 2278.7 ms [2020-12-18 10:11:54 main:574] : INFO : Epoch 1892 | loss: 0.0309862 | val_loss: 0.0313214 | Time: 2351.88 ms [2020-12-18 10:11:57 main:574] : INFO : Epoch 1893 | loss: 0.0309866 | val_loss: 0.0312948 | Time: 3010.05 ms [2020-12-18 10:12:00 main:574] : INFO : Epoch 1894 | loss: 0.0309821 | val_loss: 0.0313009 | Time: 3012.38 ms [2020-12-18 10:12:03 main:574] : INFO : Epoch 1895 | loss: 0.0309875 | val_loss: 0.0313099 | Time: 2976.7 ms [2020-12-18 10:12:06 main:574] : INFO : Epoch 1896 | loss: 0.030995 | val_loss: 0.0312708 | Time: 3025.39 ms [2020-12-18 10:12:10 main:574] : INFO : Epoch 1897 | loss: 0.0309914 | val_loss: 0.0313327 | Time: 3205.26 ms [2020-12-18 10:12:13 main:574] : INFO : Epoch 1898 | loss: 0.0309914 | val_loss: 0.0312755 | Time: 3036.28 ms [2020-12-18 10:12:16 main:574] : INFO : Epoch 1899 | loss: 0.0309881 | val_loss: 0.0313177 | Time: 3038.11 ms [2020-12-18 10:12:19 main:574] : INFO : Epoch 1900 | loss: 0.0309933 | val_loss: 0.0312589 | Time: 2992.76 ms [2020-12-18 10:12:22 main:574] : INFO : Epoch 1901 | loss: 0.0309934 | val_loss: 0.0312944 | Time: 3075.98 ms [2020-12-18 10:12:25 main:574] : INFO : Epoch 1902 | loss: 0.0309858 | val_loss: 0.0313045 | Time: 3067.01 ms [2020-12-18 10:12:28 main:574] : INFO : Epoch 1903 | loss: 0.0309843 | val_loss: 0.0313186 | Time: 2985.76 ms [2020-12-18 10:12:31 main:574] : INFO : Epoch 1904 | loss: 0.0309877 | val_loss: 0.0312942 | Time: 3001.26 ms [2020-12-18 10:12:34 main:574] : INFO : Epoch 1905 | loss: 0.0310023 | val_loss: 0.0312919 | Time: 2972.55 ms [2020-12-18 10:12:37 main:574] : INFO : Epoch 1906 | loss: 0.0309978 | val_loss: 0.0313085 | Time: 3066.18 ms [2020-12-18 10:12:40 main:574] : INFO : Epoch 1907 | loss: 0.0309836 | val_loss: 0.0312961 | Time: 3084.05 ms [2020-12-18 10:12:43 main:574] : INFO : Epoch 1908 | loss: 0.0309832 | val_loss: 0.0313136 | Time: 3025.14 ms [2020-12-18 10:12:46 main:574] : INFO : Epoch 1909 | loss: 0.0309806 | val_loss: 0.0313132 | Time: 3042.5 ms [2020-12-18 10:12:49 main:574] : INFO : Epoch 1910 | loss: 0.0309886 | val_loss: 0.0312969 | Time: 3070.47 ms [2020-12-18 10:12:52 main:574] : INFO : Epoch 1911 | loss: 0.0310003 | val_loss: 0.0313085 | Time: 3021.47 ms [2020-12-18 10:12:55 main:574] : INFO : Epoch 1912 | loss: 0.0310064 | val_loss: 0.0312975 | Time: 3064.25 ms [2020-12-18 10:12:58 main:574] : INFO : Epoch 1913 | loss: 0.0309986 | val_loss: 0.0313186 | Time: 3002.72 ms [2020-12-18 10:13:01 main:574] : INFO : Epoch 1914 | loss: 0.0309981 | val_loss: 0.0312813 | Time: 3011.52 ms [2020-12-18 10:13:05 main:574] : INFO : Epoch 1915 | loss: 0.0310066 | val_loss: 0.0312875 | Time: 3019.34 ms [2020-12-18 10:13:08 main:574] : INFO : Epoch 1916 | loss: 0.0309989 | val_loss: 0.0312742 | Time: 3101.44 ms [2020-12-18 10:13:11 main:574] : INFO : Epoch 1917 | loss: 0.0309921 | val_loss: 0.0312945 | Time: 3069.59 ms [2020-12-18 10:13:14 main:574] : INFO : Epoch 1918 | loss: 0.0309926 | val_loss: 0.0312756 | Time: 3015.98 ms [2020-12-18 10:13:17 main:574] : INFO : Epoch 1919 | loss: 0.030987 | val_loss: 0.0313112 | Time: 3081.4 ms [2020-12-18 10:13:20 main:574] : INFO : Epoch 1920 | loss: 0.0309807 | val_loss: 0.0313317 | Time: 3073.31 ms [2020-12-18 10:13:23 main:574] : INFO : Epoch 1921 | loss: 0.0309909 | val_loss: 0.0312804 | Time: 2985.25 ms [2020-12-18 10:13:26 main:574] : INFO : Epoch 1922 | loss: 0.0309787 | val_loss: 0.0313199 | Time: 2976.38 ms [2020-12-18 10:13:29 main:574] : INFO : Epoch 1923 | loss: 0.0309935 | val_loss: 0.031262 | Time: 3010.35 ms [2020-12-18 10:13:32 main:574] : INFO : Epoch 1924 | loss: 0.0309991 | val_loss: 0.0312947 | Time: 3075.71 ms [2020-12-18 10:13:35 main:574] : INFO : Epoch 1925 | loss: 0.0309927 | val_loss: 0.0312997 | Time: 3030.8 ms [2020-12-18 10:13:38 main:574] : INFO : Epoch 1926 | loss: 0.0309937 | val_loss: 0.0313079 | Time: 3077.37 ms [2020-12-18 10:13:41 main:574] : INFO : Epoch 1927 | loss: 0.0309917 | val_loss: 0.0313344 | Time: 3034.27 ms [2020-12-18 10:13:44 main:574] : INFO : Epoch 1928 | loss: 0.0309871 | val_loss: 0.0312931 | Time: 3047.89 ms [2020-12-18 10:13:47 main:574] : INFO : Epoch 1929 | loss: 0.0309823 | val_loss: 0.0312894 | Time: 2994.92 ms [2020-12-18 10:13:50 main:574] : INFO : Epoch 1930 | loss: 0.0309852 | val_loss: 0.0312971 | Time: 2975.59 ms [2020-12-18 10:13:53 main:574] : INFO : Epoch 1931 | loss: 0.0309808 | val_loss: 0.0312929 | Time: 3018.23 ms [2020-12-18 10:13:57 main:574] : INFO : Epoch 1932 | loss: 0.0309895 | val_loss: 0.031294 | Time: 3051.84 ms [2020-12-18 10:14:00 main:574] : INFO : Epoch 1933 | loss: 0.0309886 | val_loss: 0.0312991 | Time: 3043.33 ms [2020-12-18 10:14:03 main:574] : INFO : Epoch 1934 | loss: 0.0310033 | val_loss: 0.0312878 | Time: 3063.34 ms [2020-12-18 10:14:06 main:574] : INFO : Epoch 1935 | loss: 0.0309909 | val_loss: 0.0313114 | Time: 3022.87 ms [2020-12-18 10:14:09 main:574] : INFO : Epoch 1936 | loss: 0.0309834 | val_loss: 0.0313094 | Time: 3081.31 ms [2020-12-18 10:14:12 main:574] : INFO : Epoch 1937 | loss: 0.0309878 | val_loss: 0.0312876 | Time: 3020.11 ms [2020-12-18 10:14:15 main:574] : INFO : Epoch 1938 | loss: 0.0309953 | val_loss: 0.0312761 | Time: 2983.85 ms [2020-12-18 10:14:18 main:574] : INFO : Epoch 1939 | loss: 0.0309995 | val_loss: 0.0312989 | Time: 2974.08 ms [2020-12-18 10:14:21 main:574] : INFO : Epoch 1940 | loss: 0.0309875 | val_loss: 0.0312872 | Time: 3054.68 ms [2020-12-18 10:14:24 main:574] : INFO : Epoch 1941 | loss: 0.0309879 | val_loss: 0.0312888 | Time: 3283.42 ms [2020-12-18 10:14:28 main:574] : INFO : Epoch 1942 | loss: 0.0309856 | val_loss: 0.0313355 | Time: 3240.93 ms [2020-12-18 10:14:31 main:574] : INFO : Epoch 1943 | loss: 0.0309904 | val_loss: 0.0312733 | Time: 3009.82 ms [2020-12-18 10:14:34 main:574] : INFO : Epoch 1944 | loss: 0.0309902 | val_loss: 0.0313036 | Time: 3025.26 ms [2020-12-18 10:14:37 main:574] : INFO : Epoch 1945 | loss: 0.0309901 | val_loss: 0.0312747 | Time: 3065.73 ms [2020-12-18 10:14:40 main:574] : INFO : Epoch 1946 | loss: 0.0309982 | val_loss: 0.0313168 | Time: 3012.92 ms [2020-12-18 10:14:43 main:574] : INFO : Epoch 1947 | loss: 0.0310006 | val_loss: 0.0312916 | Time: 2965.94 ms [2020-12-18 10:14:46 main:574] : INFO : Epoch 1948 | loss: 0.0309933 | val_loss: 0.031304 | Time: 3026.55 ms [2020-12-18 10:14:49 main:574] : INFO : Epoch 1949 | loss: 0.0309893 | val_loss: 0.0312956 | Time: 3072.71 ms [2020-12-18 10:14:52 main:574] : INFO : Epoch 1950 | loss: 0.0309907 | val_loss: 0.0312846 | Time: 3067.75 ms [2020-12-18 10:14:55 main:574] : INFO : Epoch 1951 | loss: 0.0309957 | val_loss: 0.0313065 | Time: 3059.64 ms [2020-12-18 10:14:58 main:574] : INFO : Epoch 1952 | loss: 0.030995 | val_loss: 0.0313349 | Time: 3060.6 ms [2020-12-18 10:15:01 main:574] : INFO : Epoch 1953 | loss: 0.0310714 | val_loss: 0.0312286 | Time: 3104.43 ms [2020-12-18 10:15:04 main:574] : INFO : Epoch 1954 | loss: 0.0310794 | val_loss: 0.0312655 | Time: 3031.73 ms [2020-12-18 10:15:07 main:574] : INFO : Epoch 1955 | loss: 0.0310465 | val_loss: 0.0312696 | Time: 3077.09 ms [2020-12-18 10:15:10 main:574] : INFO : Epoch 1956 | loss: 0.0310121 | val_loss: 0.0312806 | Time: 3038.57 ms [2020-12-18 10:15:14 main:574] : INFO : Epoch 1957 | loss: 0.0309978 | val_loss: 0.0312694 | Time: 3027.47 ms [2020-12-18 10:15:17 main:574] : INFO : Epoch 1958 | loss: 0.0309899 | val_loss: 0.0313227 | Time: 3053.05 ms [2020-12-18 10:15:20 main:574] : INFO : Epoch 1959 | loss: 0.0309861 | val_loss: 0.0312679 | Time: 3071.4 ms [2020-12-18 10:15:23 main:574] : INFO : Epoch 1960 | loss: 0.0309834 | val_loss: 0.0313172 | Time: 3047.26 ms [2020-12-18 10:15:26 main:574] : INFO : Epoch 1961 | loss: 0.0309973 | val_loss: 0.0312973 | Time: 3045.48 ms [2020-12-18 10:15:29 main:574] : INFO : Epoch 1962 | loss: 0.0309887 | val_loss: 0.0313122 | Time: 3057.88 ms [2020-12-18 10:15:32 main:574] : INFO : Epoch 1963 | loss: 0.0309817 | val_loss: 0.0313391 | Time: 3104.26 ms [2020-12-18 10:15:35 main:574] : INFO : Epoch 1964 | loss: 0.0309817 | val_loss: 0.0312851 | Time: 3025.71 ms [2020-12-18 10:15:38 main:574] : INFO : Epoch 1965 | loss: 0.0309844 | val_loss: 0.0312821 | Time: 3083.72 ms [2020-12-18 10:15:41 main:574] : INFO : Epoch 1966 | loss: 0.0309903 | val_loss: 0.0313101 | Time: 3008.55 ms [2020-12-18 10:15:44 main:574] : INFO : Epoch 1967 | loss: 0.0309953 | val_loss: 0.031276 | Time: 3089.48 ms [2020-12-18 10:15:47 main:574] : INFO : Epoch 1968 | loss: 0.0309926 | val_loss: 0.031318 | Time: 3002.54 ms [2020-12-18 10:15:50 main:574] : INFO : Epoch 1969 | loss: 0.030983 | val_loss: 0.0313291 | Time: 3084.95 ms [2020-12-18 10:15:54 main:574] : INFO : Epoch 1970 | loss: 0.0309764 | val_loss: 0.0313071 | Time: 3108.68 ms [2020-12-18 10:15:57 main:574] : INFO : Epoch 1971 | loss: 0.0309827 | val_loss: 0.0313404 | Time: 3110.45 ms [2020-12-18 10:16:00 main:574] : INFO : Epoch 1972 | loss: 0.0309858 | val_loss: 0.0312911 | Time: 3123.49 ms [2020-12-18 10:16:03 main:574] : INFO : Epoch 1973 | loss: 0.0309874 | val_loss: 0.0313074 | Time: 2997.05 ms [2020-12-18 10:16:06 main:574] : INFO : Epoch 1974 | loss: 0.0309853 | val_loss: 0.0313161 | Time: 3021.08 ms [2020-12-18 10:16:09 main:574] : INFO : Epoch 1975 | loss: 0.0309828 | val_loss: 0.0312966 | Time: 3080.07 ms [2020-12-18 10:16:12 main:574] : INFO : Epoch 1976 | loss: 0.0309907 | val_loss: 0.0313137 | Time: 3098.56 ms [2020-12-18 10:16:15 main:574] : INFO : Epoch 1977 | loss: 0.0309931 | val_loss: 0.0312909 | Time: 3036.19 ms [2020-12-18 10:16:18 main:574] : INFO : Epoch 1978 | loss: 0.0309928 | val_loss: 0.0313182 | Time: 3051.51 ms [2020-12-18 10:16:21 main:574] : INFO : Epoch 1979 | loss: 0.0309878 | val_loss: 0.0313207 | Time: 3041.27 ms [2020-12-18 10:16:24 main:574] : INFO : Epoch 1980 | loss: 0.030989 | val_loss: 0.0313286 | Time: 3000.3 ms [2020-12-18 10:16:27 main:574] : INFO : Epoch 1981 | loss: 0.0309905 | val_loss: 0.0313082 | Time: 3073.8 ms [2020-12-18 10:16:31 main:574] : INFO : Epoch 1982 | loss: 0.0309888 | val_loss: 0.0312839 | Time: 3062.94 ms [2020-12-18 10:16:34 main:574] : INFO : Epoch 1983 | loss: 0.0309907 | val_loss: 0.031299 | Time: 3068.89 ms [2020-12-18 10:16:37 main:574] : INFO : Epoch 1984 | loss: 0.0309904 | val_loss: 0.0312975 | Time: 3053.89 ms [2020-12-18 10:16:40 main:574] : INFO : Epoch 1985 | loss: 0.0310005 | val_loss: 0.0312835 | Time: 3041.31 ms [2020-12-18 10:16:43 main:574] : INFO : Epoch 1986 | loss: 0.0310004 | val_loss: 0.0312677 | Time: 3066.72 ms [2020-12-18 10:16:46 main:574] : INFO : Epoch 1987 | loss: 0.0309902 | val_loss: 0.0313243 | Time: 3004.96 ms [2020-12-18 10:16:49 main:574] : INFO : Epoch 1988 | loss: 0.0309846 | val_loss: 0.0313099 | Time: 3048.2 ms [2020-12-18 10:16:52 main:574] : INFO : Epoch 1989 | loss: 0.0309945 | val_loss: 0.0312627 | Time: 3075.33 ms [2020-12-18 10:16:55 main:574] : INFO : Epoch 1990 | loss: 0.031005 | val_loss: 0.0312579 | Time: 3067.83 ms [2020-12-18 10:16:58 main:574] : INFO : Epoch 1991 | loss: 0.0310194 | val_loss: 0.0312407 | Time: 3062.22 ms [2020-12-18 10:17:01 main:574] : INFO : Epoch 1992 | loss: 0.031007 | val_loss: 0.0312856 | Time: 3035.96 ms [2020-12-18 10:17:04 main:574] : INFO : Epoch 1993 | loss: 0.0309862 | val_loss: 0.0313047 | Time: 3102.55 ms [2020-12-18 10:17:08 main:574] : INFO : Epoch 1994 | loss: 0.0309889 | val_loss: 0.0313001 | Time: 3078.6 ms [2020-12-18 10:17:11 main:574] : INFO : Epoch 1995 | loss: 0.0309819 | val_loss: 0.0312932 | Time: 3122.52 ms [2020-12-18 10:17:14 main:574] : INFO : Epoch 1996 | loss: 0.0309802 | val_loss: 0.0312962 | Time: 3085.55 ms [2020-12-18 10:17:17 main:574] : INFO : Epoch 1997 | loss: 0.0309854 | val_loss: 0.0312954 | Time: 3162.91 ms [2020-12-18 10:17:20 main:574] : INFO : Epoch 1998 | loss: 0.0309967 | val_loss: 0.0312912 | Time: 3150.62 ms [2020-12-18 10:17:23 main:574] : INFO : Epoch 1999 | loss: 0.0309833 | val_loss: 0.0313092 | Time: 2984.77 ms [2020-12-18 10:17:26 main:574] : INFO : Epoch 2000 | loss: 0.0309794 | val_loss: 0.0312947 | Time: 3054.65 ms [2020-12-18 10:17:29 main:574] : INFO : Epoch 2001 | loss: 0.0309861 | val_loss: 0.0313106 | Time: 3065.25 ms [2020-12-18 10:17:32 main:574] : INFO : Epoch 2002 | loss: 0.0309873 | val_loss: 0.0313378 | Time: 3090.26 ms [2020-12-18 10:17:36 main:574] : INFO : Epoch 2003 | loss: 0.0309906 | val_loss: 0.0313176 | Time: 3070.66 ms [2020-12-18 10:17:39 main:574] : INFO : Epoch 2004 | loss: 0.0309849 | val_loss: 0.0312904 | Time: 3180.2 ms [2020-12-18 10:17:42 main:574] : INFO : Epoch 2005 | loss: 0.0309881 | val_loss: 0.0312823 | Time: 3055.53 ms [2020-12-18 10:17:45 main:574] : INFO : Epoch 2006 | loss: 0.03099 | val_loss: 0.0312927 | Time: 3113.73 ms [2020-12-18 10:17:48 main:574] : INFO : Epoch 2007 | loss: 0.031009 | val_loss: 0.0313026 | Time: 3178.93 ms [2020-12-18 10:17:51 main:574] : INFO : Epoch 2008 | loss: 0.0309917 | val_loss: 0.0312927 | Time: 3053.44 ms [2020-12-18 10:17:54 main:574] : INFO : Epoch 2009 | loss: 0.0309959 | val_loss: 0.0312998 | Time: 3077.74 ms [2020-12-18 10:17:58 main:574] : INFO : Epoch 2010 | loss: 0.0309951 | val_loss: 0.0313188 | Time: 3117.55 ms [2020-12-18 10:18:01 main:574] : INFO : Epoch 2011 | loss: 0.0309831 | val_loss: 0.0312978 | Time: 3102.66 ms [2020-12-18 10:18:04 main:574] : INFO : Epoch 2012 | loss: 0.0309828 | val_loss: 0.0312954 | Time: 3111.95 ms [2020-12-18 10:18:07 main:574] : INFO : Epoch 2013 | loss: 0.030983 | val_loss: 0.031285 | Time: 3116.41 ms [2020-12-18 10:18:10 main:574] : INFO : Epoch 2014 | loss: 0.0309912 | val_loss: 0.0313023 | Time: 3127.82 ms [2020-12-18 10:18:13 main:574] : INFO : Epoch 2015 | loss: 0.0309896 | val_loss: 0.0312934 | Time: 3217.96 ms [2020-12-18 10:18:16 main:574] : INFO : Epoch 2016 | loss: 0.0309898 | val_loss: 0.0312621 | Time: 3013.23 ms [2020-12-18 10:18:19 main:574] : INFO : Epoch 2017 | loss: 0.031001 | val_loss: 0.0312755 | Time: 3135.41 ms [2020-12-18 10:18:23 main:574] : INFO : Epoch 2018 | loss: 0.0309922 | val_loss: 0.03131 | Time: 3038.72 ms [2020-12-18 10:18:26 main:574] : INFO : Epoch 2019 | loss: 0.0309921 | val_loss: 0.0312874 | Time: 3077.02 ms [2020-12-18 10:18:29 main:574] : INFO : Epoch 2020 | loss: 0.0310021 | val_loss: 0.031301 | Time: 3086.61 ms [2020-12-18 10:18:32 main:574] : INFO : Epoch 2021 | loss: 0.0309909 | val_loss: 0.031249 | Time: 3144.92 ms [2020-12-18 10:18:35 main:574] : INFO : Epoch 2022 | loss: 0.0309974 | val_loss: 0.0313175 | Time: 3004.21 ms [2020-12-18 10:18:38 main:574] : INFO : Epoch 2023 | loss: 0.0309982 | val_loss: 0.0312977 | Time: 3067.66 ms [2020-12-18 10:18:41 main:574] : INFO : Epoch 2024 | loss: 0.0310004 | val_loss: 0.0313234 | Time: 3151.04 ms [2020-12-18 10:18:44 main:574] : INFO : Epoch 2025 | loss: 0.0309928 | val_loss: 0.0313 | Time: 3058.03 ms [2020-12-18 10:18:47 main:574] : INFO : Epoch 2026 | loss: 0.0309764 | val_loss: 0.0313086 | Time: 3134.08 ms [2020-12-18 10:18:51 main:574] : INFO : Epoch 2027 | loss: 0.0309828 | val_loss: 0.0312788 | Time: 3134.14 ms [2020-12-18 10:18:54 main:574] : INFO : Epoch 2028 | loss: 0.030986 | val_loss: 0.0313246 | Time: 3092.87 ms [2020-12-18 10:18:57 main:574] : INFO : Epoch 2029 | loss: 0.0309831 | val_loss: 0.0313225 | Time: 3160.41 ms [2020-12-18 10:19:00 main:574] : INFO : Epoch 2030 | loss: 0.030987 | val_loss: 0.0312937 | Time: 3173.94 ms [2020-12-18 10:19:03 main:574] : INFO : Epoch 2031 | loss: 0.030987 | val_loss: 0.0313087 | Time: 3094.89 ms [2020-12-18 10:19:06 main:574] : INFO : Epoch 2032 | loss: 0.0309894 | val_loss: 0.0313072 | Time: 3004.46 ms [2020-12-18 10:19:09 main:574] : INFO : Epoch 2033 | loss: 0.0309843 | val_loss: 0.0312671 | Time: 3145.51 ms [2020-12-18 10:19:13 main:574] : INFO : Epoch 2034 | loss: 0.0309836 | val_loss: 0.0313035 | Time: 3140.19 ms [2020-12-18 10:19:16 main:574] : INFO : Epoch 2035 | loss: 0.0309888 | val_loss: 0.0313271 | Time: 3104 ms [2020-12-18 10:19:19 main:574] : INFO : Epoch 2036 | loss: 0.0310294 | val_loss: 0.0312576 | Time: 3232.32 ms [2020-12-18 10:19:22 main:574] : INFO : Epoch 2037 | loss: 0.0310547 | val_loss: 0.0312815 | Time: 3029 ms [2020-12-18 10:19:25 main:574] : INFO : Epoch 2038 | loss: 0.0310111 | val_loss: 0.0312855 | Time: 3128.2 ms [2020-12-18 10:19:28 main:574] : INFO : Epoch 2039 | loss: 0.030992 | val_loss: 0.0312925 | Time: 3141.13 ms [2020-12-18 10:19:32 main:574] : INFO : Epoch 2040 | loss: 0.0309886 | val_loss: 0.0313331 | Time: 3149.48 ms [2020-12-18 10:19:35 main:574] : INFO : Epoch 2041 | loss: 0.0309876 | val_loss: 0.0313002 | Time: 3222.65 ms [2020-12-18 10:19:38 main:574] : INFO : Epoch 2042 | loss: 0.0309861 | val_loss: 0.0312829 | Time: 2967.83 ms [2020-12-18 10:19:41 main:574] : INFO : Epoch 2043 | loss: 0.0309881 | val_loss: 0.0313115 | Time: 3097.31 ms [2020-12-18 10:19:44 main:574] : INFO : Epoch 2044 | loss: 0.0309901 | val_loss: 0.0313373 | Time: 3125.8 ms [2020-12-18 10:19:47 main:574] : INFO : Epoch 2045 | loss: 0.0310018 | val_loss: 0.031307 | Time: 3194.72 ms [2020-12-18 10:19:50 main:574] : INFO : Epoch 2046 | loss: 0.0309931 | val_loss: 0.0313122 | Time: 3197.31 ms [2020-12-18 10:19:54 main:574] : INFO : Epoch 2047 | loss: 0.0309929 | val_loss: 0.0313011 | Time: 3121.63 ms [2020-12-18 10:19:57 main:574] : INFO : Epoch 2048 | loss: 0.0309887 | val_loss: 0.0312866 | Time: 3071.61 ms [2020-12-18 10:19:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312866 [2020-12-18 10:19:57 main:603] : INFO : Saving end state to config to file [2020-12-18 10:19:57 main:608] : INFO : Success, exiting.. 10:19:57 (6236): 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)