Task 7563677
| Name | ParityModified-1631730474-29661-1_2 |
| Workunit | 5086104 |
| Created | 24 Sep 2021, 11:10:07 UTC |
| Sent | 24 Sep 2021, 12:45:50 UTC |
| Report deadline | 1 Oct 2021, 12:45:50 UTC |
| Received | 24 Sep 2021, 23:53:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 54 min 9 sec |
| CPU time | 1 hours 51 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4:45 main:574] : INFO : Epoch 1542 | loss: 0.0309821 | val_loss: 0.0313016 | Time: 3339.97 ms [2021-09-25 01:24:49 main:574] : INFO : Epoch 1543 | loss: 0.0309666 | val_loss: 0.0312895 | Time: 3314.94 ms [2021-09-25 01:24:52 main:574] : INFO : Epoch 1544 | loss: 0.0309665 | val_loss: 0.0313197 | Time: 3393.62 ms [2021-09-25 01:24:55 main:574] : INFO : Epoch 1545 | loss: 0.0309622 | val_loss: 0.0313213 | Time: 3336.14 ms [2021-09-25 01:24:59 main:574] : INFO : Epoch 1546 | loss: 0.0309673 | val_loss: 0.0313104 | Time: 3298.74 ms [2021-09-25 01:25:02 main:574] : INFO : Epoch 1547 | loss: 0.0309679 | val_loss: 0.0312934 | Time: 3321.55 ms [2021-09-25 01:25:05 main:574] : INFO : Epoch 1548 | loss: 0.0309771 | val_loss: 0.0313382 | Time: 3377.89 ms [2021-09-25 01:25:09 main:574] : INFO : Epoch 1549 | loss: 0.0309751 | val_loss: 0.0313003 | Time: 3329.28 ms [2021-09-25 01:25:12 main:574] : INFO : Epoch 1550 | loss: 0.0309695 | val_loss: 0.031313 | Time: 3349.91 ms [2021-09-25 01:25:15 main:574] : INFO : Epoch 1551 | loss: 0.0309637 | val_loss: 0.0313229 | Time: 3285.98 ms [2021-09-25 01:25:19 main:574] : INFO : Epoch 1552 | loss: 0.0309632 | val_loss: 0.031294 | Time: 3330.18 ms [2021-09-25 01:25:22 main:574] : INFO : Epoch 1553 | loss: 0.0309708 | val_loss: 0.0313166 | Time: 3342.33 ms [2021-09-25 01:25:25 main:574] : INFO : Epoch 1554 | loss: 0.030965 | val_loss: 0.0313018 | Time: 3364.33 ms [2021-09-25 01:25:29 main:574] : INFO : Epoch 1555 | loss: 0.0309709 | val_loss: 0.0313049 | Time: 3327.28 ms [2021-09-25 01:25:32 main:574] : INFO : Epoch 1556 | loss: 0.030975 | val_loss: 0.0312787 | Time: 3309.17 ms [2021-09-25 01:25:35 main:574] : INFO : Epoch 1557 | loss: 0.0309745 | val_loss: 0.031321 | Time: 3349.08 ms [2021-09-25 01:25:39 main:574] : INFO : Epoch 1558 | loss: 0.0309792 | val_loss: 0.0312686 | Time: 3322.17 ms [2021-09-25 01:25:42 main:574] : INFO : Epoch 1559 | loss: 0.0309757 | val_loss: 0.0312968 | Time: 3344.21 ms [2021-09-25 01:25:45 main:574] : INFO : Epoch 1560 | loss: 0.0309703 | val_loss: 0.0313217 | Time: 3294.01 ms [2021-09-25 01:25:49 main:574] : INFO : Epoch 1561 | loss: 0.0309697 | val_loss: 0.031298 | Time: 3341.9 ms [2021-09-25 01:25:52 main:574] : INFO : Epoch 1562 | loss: 0.0309708 | val_loss: 0.0313249 | Time: 3357 ms [2021-09-25 01:25:56 main:574] : INFO : Epoch 1563 | loss: 0.0309721 | val_loss: 0.0312916 | Time: 3477.91 ms [2021-09-25 01:25:59 main:574] : INFO : Epoch 1564 | loss: 0.0309688 | val_loss: 0.0313185 | Time: 3658.59 ms [2021-09-25 01:26:03 main:574] : INFO : Epoch 1565 | loss: 0.0309721 | val_loss: 0.0313088 | Time: 3483.13 ms [2021-09-25 01:26:06 main:574] : INFO : Epoch 1566 | loss: 0.0309706 | val_loss: 0.0312792 | Time: 3537.05 ms [2021-09-25 01:26:10 main:574] : INFO : Epoch 1567 | loss: 0.0309707 | val_loss: 0.0313275 | Time: 3506.35 ms [2021-09-25 01:26:13 main:574] : INFO : Epoch 1568 | loss: 0.0309674 | val_loss: 0.0312943 | Time: 3492.15 ms [2021-09-25 01:26:17 main:574] : INFO : Epoch 1569 | loss: 0.0309724 | val_loss: 0.0312869 | Time: 3350.29 ms [2021-09-25 01:26:20 main:574] : INFO : Epoch 1570 | loss: 0.0309781 | val_loss: 0.0313169 | Time: 3353.43 ms [2021-09-25 01:26:23 main:574] : INFO : Epoch 1571 | loss: 0.0309678 | val_loss: 0.0313318 | Time: 3327.67 ms [2021-09-25 01:26:27 main:574] : INFO : Epoch 1572 | loss: 0.0309666 | val_loss: 0.0313026 | Time: 3318.81 ms [2021-09-25 01:26:30 main:574] : INFO : Epoch 1573 | loss: 0.0309738 | val_loss: 0.0313135 | Time: 3384.68 ms [2021-09-25 01:26:34 main:574] : INFO : Epoch 1574 | loss: 0.0309673 | val_loss: 0.0312945 | Time: 3531.52 ms [2021-09-25 01:26:37 main:574] : INFO : Epoch 1575 | loss: 0.0309616 | val_loss: 0.0313059 | Time: 3397.94 ms [2021-09-25 01:26:40 main:574] : INFO : Epoch 1576 | loss: 0.0309597 | val_loss: 0.0312851 | Time: 3500.2 ms [2021-09-25 01:26:44 main:574] : INFO : Epoch 1577 | loss: 0.0309791 | val_loss: 0.0313237 | Time: 3445.02 ms [2021-09-25 01:26:47 main:574] : INFO : Epoch 1578 | loss: 0.0309739 | val_loss: 0.0313142 | Time: 3436.07 ms [2021-09-25 01:26:51 main:574] : INFO : Epoch 1579 | loss: 0.0309725 | val_loss: 0.0313169 | Time: 3343.7 ms [2021-09-25 01:26:54 main:574] : INFO : Epoch 1580 | loss: 0.0309706 | val_loss: 0.0313211 | Time: 3542.09 ms [2021-09-25 01:26:58 main:574] : INFO : Epoch 1581 | loss: 0.0309691 | val_loss: 0.0312936 | Time: 3434.65 ms [2021-09-25 01:27:01 main:574] : INFO : Epoch 1582 | loss: 0.0309727 | val_loss: 0.0313097 | Time: 3311.19 ms [2021-09-25 01:27:05 main:574] : INFO : Epoch 1583 | loss: 0.0309618 | val_loss: 0.0313178 | Time: 3579.19 ms [2021-09-25 01:27:08 main:574] : INFO : Epoch 1584 | loss: 0.030974 | val_loss: 0.031293 | Time: 3359.67 ms [2021-09-25 01:27:11 main:574] : INFO : Epoch 1585 | loss: 0.0309672 | val_loss: 0.0312939 | Time: 3392.14 ms [2021-09-25 01:27:15 main:574] : INFO : Epoch 1586 | loss: 0.0309676 | val_loss: 0.0313206 | Time: 3423.91 ms [2021-09-25 01:27:18 main:574] : INFO : Epoch 1587 | loss: 0.0309646 | val_loss: 0.031316 | Time: 3352.67 ms [2021-09-25 01:27:22 main:574] : INFO : Epoch 1588 | loss: 0.0309715 | val_loss: 0.0312849 | Time: 3367.92 ms [2021-09-25 01:27:25 main:574] : INFO : Epoch 1589 | loss: 0.0309642 | val_loss: 0.0312834 | Time: 3372.64 ms [2021-09-25 01:27:28 main:574] : INFO : Epoch 1590 | loss: 0.0309632 | val_loss: 0.0312969 | Time: 3326.31 ms [2021-09-25 01:27:32 main:574] : INFO : Epoch 1591 | loss: 0.0309706 | val_loss: 0.0313261 | Time: 3304 ms [2021-09-25 01:27:35 main:574] : INFO : Epoch 1592 | loss: 0.0309771 | val_loss: 0.0312776 | Time: 3371.28 ms [2021-09-25 01:27:38 main:574] : INFO : Epoch 1593 | loss: 0.0309956 | val_loss: 0.0313293 | Time: 3494.44 ms [2021-09-25 01:27:42 main:574] : INFO : Epoch 1594 | loss: 0.0309872 | val_loss: 0.0312727 | Time: 3365.95 ms [2021-09-25 01:27:45 main:574] : INFO : Epoch 1595 | loss: 0.0309792 | val_loss: 0.0313102 | Time: 3398.59 ms [2021-09-25 01:27:49 main:574] : INFO : Epoch 1596 | loss: 0.0309669 | val_loss: 0.0312955 | Time: 3545.07 ms [2021-09-25 01:27:52 main:574] : INFO : Epoch 1597 | loss: 0.0309588 | val_loss: 0.0313534 | Time: 3552.24 ms [2021-09-25 01:27:56 main:574] : INFO : Epoch 1598 | loss: 0.0309583 | val_loss: 0.0313173 | Time: 3518.16 ms [2021-09-25 01:27:59 main:574] : INFO : Epoch 1599 | loss: 0.0309576 | val_loss: 0.031292 | Time: 3382.2 ms [2021-09-25 01:28:03 main:574] : INFO : Epoch 1600 | loss: 0.0309616 | val_loss: 0.0313234 | Time: 3327.33 ms [2021-09-25 01:28:06 main:574] : INFO : Epoch 1601 | loss: 0.0309602 | val_loss: 0.031299 | Time: 3428.29 ms [2021-09-25 01:28:09 main:574] : INFO : Epoch 1602 | loss: 0.030969 | val_loss: 0.0313165 | Time: 3435.19 ms [2021-09-25 01:28:13 main:574] : INFO : Epoch 1603 | loss: 0.030972 | val_loss: 0.0313516 | Time: 3325.81 ms [2021-09-25 01:28:16 main:574] : INFO : Epoch 1604 | loss: 0.0309763 | val_loss: 0.0313006 | Time: 3355.59 ms [2021-09-25 01:28:19 main:574] : INFO : Epoch 1605 | loss: 0.0309732 | val_loss: 0.0313072 | Time: 3333.44 ms [2021-09-25 01:28:23 main:574] : INFO : Epoch 1606 | loss: 0.0309617 | val_loss: 0.0313207 | Time: 3289.42 ms [2021-09-25 01:28:26 main:574] : INFO : Epoch 1607 | loss: 0.0309658 | val_loss: 0.0313522 | Time: 3424.42 ms [2021-09-25 01:28:30 main:574] : INFO : Epoch 1608 | loss: 0.0309737 | val_loss: 0.0313028 | Time: 3418.94 ms [2021-09-25 01:28:33 main:574] : INFO : Epoch 1609 | loss: 0.0309776 | val_loss: 0.0312927 | Time: 3426.14 ms [2021-09-25 01:28:37 main:574] : INFO : Epoch 1610 | loss: 0.0309678 | val_loss: 0.031328 | Time: 3482.42 ms [2021-09-25 01:28:40 main:574] : INFO : Epoch 1611 | loss: 0.0309641 | val_loss: 0.0313207 | Time: 3436.12 ms [2021-09-25 01:28:43 main:574] : INFO : Epoch 1612 | loss: 0.030961 | val_loss: 0.0313074 | Time: 3493.24 ms [2021-09-25 01:28:47 main:574] : INFO : Epoch 1613 | loss: 0.0309699 | val_loss: 0.0312916 | Time: 3395.52 ms [2021-09-25 01:28:51 main:574] : INFO : Epoch 1614 | loss: 0.0309731 | val_loss: 0.0312891 | Time: 3665.08 ms [2021-09-25 01:28:54 main:574] : INFO : Epoch 1615 | loss: 0.0309724 | val_loss: 0.0313067 | Time: 3408.74 ms [2021-09-25 01:28:57 main:574] : INFO : Epoch 1616 | loss: 0.0309646 | val_loss: 0.031301 | Time: 3334.49 ms [2021-09-25 01:29:01 main:574] : INFO : Epoch 1617 | loss: 0.0309622 | val_loss: 0.0313233 | Time: 3377.85 ms [2021-09-25 01:29:04 main:574] : INFO : Epoch 1618 | loss: 0.0309695 | val_loss: 0.0313186 | Time: 3428.49 ms [2021-09-25 01:29:08 main:574] : INFO : Epoch 1619 | loss: 0.0309699 | val_loss: 0.0312936 | Time: 3552.38 ms [2021-09-25 01:29:11 main:574] : INFO : Epoch 1620 | loss: 0.0309728 | val_loss: 0.031303 | Time: 3310.16 ms [2021-09-25 01:29:14 main:574] : INFO : Epoch 1621 | loss: 0.0309679 | val_loss: 0.0313417 | Time: 3472.7 ms [2021-09-25 01:29:18 main:574] : INFO : Epoch 1622 | loss: 0.0309627 | val_loss: 0.0313211 | Time: 3446.4 ms [2021-09-25 01:29:21 main:574] : INFO : Epoch 1623 | loss: 0.0309695 | val_loss: 0.0313068 | Time: 3576.37 ms [2021-09-25 01:29:25 main:574] : INFO : Epoch 1624 | loss: 0.0309755 | val_loss: 0.0313245 | Time: 3362.49 ms [2021-09-25 01:29:28 main:574] : INFO : Epoch 1625 | loss: 0.0309795 | val_loss: 0.0312998 | Time: 3462.26 ms [2021-09-25 01:29:32 main:574] : INFO : Epoch 1626 | loss: 0.0309801 | val_loss: 0.0312923 | Time: 3347.52 ms [2021-09-25 01:29:35 main:574] : INFO : Epoch 1627 | loss: 0.0309766 | val_loss: 0.0313326 | Time: 3391.24 ms [2021-09-25 01:29:38 main:574] : INFO : Epoch 1628 | loss: 0.0309743 | val_loss: 0.0313146 | Time: 3426.14 ms [2021-09-25 01:29:42 main:574] : INFO : Epoch 1629 | loss: 0.0309668 | val_loss: 0.0313152 | Time: 3571.11 ms [2021-09-25 01:29:46 main:574] : INFO : Epoch 1630 | loss: 0.0309663 | val_loss: 0.031312 | Time: 3567.13 ms [2021-09-25 01:29:49 main:574] : INFO : Epoch 1631 | loss: 0.0309657 | val_loss: 0.0312819 | Time: 3452.86 ms [2021-09-25 01:29:52 main:574] : INFO : Epoch 1632 | loss: 0.0309668 | val_loss: 0.031322 | Time: 3337.23 ms [2021-09-25 01:29:56 main:574] : INFO : Epoch 1633 | loss: 0.0309677 | val_loss: 0.0312704 | Time: 3379.49 ms [2021-09-25 01:29:59 main:574] : INFO : Epoch 1634 | loss: 0.0309777 | val_loss: 0.0313073 | Time: 3312.95 ms [2021-09-25 01:30:03 main:574] : INFO : Epoch 1635 | loss: 0.030989 | val_loss: 0.0313036 | Time: 3457.92 ms [2021-09-25 01:30:06 main:574] : INFO : Epoch 1636 | loss: 0.0309718 | val_loss: 0.031295 | Time: 3590.7 ms [2021-09-25 01:30:10 main:574] : INFO : Epoch 1637 | loss: 0.0309804 | val_loss: 0.0313195 | Time: 3320.15 ms [2021-09-25 01:30:13 main:574] : INFO : Epoch 1638 | loss: 0.0309816 | val_loss: 0.0312987 | Time: 3355.83 ms [2021-09-25 01:30:16 main:574] : INFO : Epoch 1639 | loss: 0.0309639 | val_loss: 0.0312759 | Time: 3505.22 ms [2021-09-25 01:30:20 main:574] : INFO : Epoch 1640 | loss: 0.0309674 | val_loss: 0.0312902 | Time: 3483.38 ms [2021-09-25 01:30:23 main:574] : INFO : Epoch 1641 | loss: 0.0309598 | val_loss: 0.0313184 | Time: 3492.16 ms [2021-09-25 01:30:27 main:574] : INFO : Epoch 1642 | loss: 0.0309681 | val_loss: 0.0312939 | Time: 3476.94 ms [2021-09-25 01:30:30 main:574] : INFO : Epoch 1643 | loss: 0.0309757 | val_loss: 0.0313348 | Time: 3394.37 ms [2021-09-25 01:30:34 main:574] : INFO : Epoch 1644 | loss: 0.0309783 | val_loss: 0.0312758 | Time: 3395.8 ms [2021-09-25 01:30:37 main:574] : INFO : Epoch 1645 | loss: 0.0309688 | val_loss: 0.0313238 | Time: 3456.15 ms [2021-09-25 01:30:41 main:574] : INFO : Epoch 1646 | loss: 0.0309661 | val_loss: 0.0312955 | Time: 3361.16 ms [2021-09-25 01:30:44 main:574] : INFO : Epoch 1647 | loss: 0.0309712 | val_loss: 0.0313269 | Time: 3345.05 ms [2021-09-25 01:30:47 main:574] : INFO : Epoch 1648 | loss: 0.0309637 | val_loss: 0.0313118 | Time: 3543.75 ms [2021-09-25 01:30:51 main:574] : INFO : Epoch 1649 | loss: 0.0309755 | val_loss: 0.0313295 | Time: 3413.33 ms [2021-09-25 01:30:54 main:574] : INFO : Epoch 1650 | loss: 0.03097 | val_loss: 0.0313171 | Time: 3480.64 ms [2021-09-25 01:30:58 main:574] : INFO : Epoch 1651 | loss: 0.0309734 | val_loss: 0.0312913 | Time: 3308.86 ms [2021-09-25 01:31:01 main:574] : INFO : Epoch 1652 | loss: 0.030969 | val_loss: 0.0313074 | Time: 3649.62 ms [2021-09-25 01:31:05 main:574] : INFO : Epoch 1653 | loss: 0.0309642 | val_loss: 0.0313196 | Time: 3397.55 ms [2021-09-25 01:31:08 main:574] : INFO : Epoch 1654 | loss: 0.0309647 | val_loss: 0.0312841 | Time: 3432.13 ms [2021-09-25 01:31:12 main:574] : INFO : Epoch 1655 | loss: 0.0309714 | val_loss: 0.0313137 | Time: 3547.71 ms [2021-09-25 01:31:15 main:574] : INFO : Epoch 1656 | loss: 0.0309658 | val_loss: 0.0313184 | Time: 3289.9 ms [2021-09-25 01:31:18 main:574] : INFO : Epoch 1657 | loss: 0.0309748 | val_loss: 0.0313136 | Time: 3327.66 ms [2021-09-25 01:31:22 main:574] : INFO : Epoch 1658 | loss: 0.0309833 | val_loss: 0.0312893 | Time: 3426.06 ms [2021-09-25 01:31:25 main:574] : INFO : Epoch 1659 | loss: 0.0309767 | val_loss: 0.0313299 | Time: 3419.72 ms [2021-09-25 01:31:29 main:574] : INFO : Epoch 1660 | loss: 0.0309674 | val_loss: 0.0313213 | Time: 3357.71 ms [2021-09-25 01:31:32 main:574] : INFO : Epoch 1661 | loss: 0.0309785 | val_loss: 0.0312758 | Time: 3536.88 ms [2021-09-25 01:31:36 main:574] : INFO : Epoch 1662 | loss: 0.0309666 | val_loss: 0.0313072 | Time: 3556.23 ms [2021-09-25 01:31:39 main:574] : INFO : Epoch 1663 | loss: 0.0309644 | val_loss: 0.0313054 | Time: 3486.59 ms [2021-09-25 01:31:42 main:574] : INFO : Epoch 1664 | loss: 0.0309718 | val_loss: 0.0313035 | Time: 3376.05 ms [2021-09-25 01:31:46 main:574] : INFO : Epoch 1665 | loss: 0.0309758 | val_loss: 0.031266 | Time: 3286.03 ms [2021-09-25 01:31:49 main:574] : INFO : Epoch 1666 | loss: 0.0309681 | val_loss: 0.0313384 | Time: 3283.87 ms [2021-09-25 01:31:52 main:574] : INFO : Epoch 1667 | loss: 0.0309645 | val_loss: 0.031281 | Time: 3383.13 ms [2021-09-25 01:31:56 main:574] : INFO : Epoch 1668 | loss: 0.0309666 | val_loss: 0.0313086 | Time: 3375.35 ms [2021-09-25 01:31:59 main:574] : INFO : Epoch 1669 | loss: 0.030979 | val_loss: 0.0312635 | Time: 3369.84 ms [2021-09-25 01:32:03 main:574] : INFO : Epoch 1670 | loss: 0.0309802 | val_loss: 0.0312708 | Time: 3512.56 ms [2021-09-25 01:32:06 main:574] : INFO : Epoch 1671 | loss: 0.0309801 | val_loss: 0.0313002 | Time: 3375.93 ms [2021-09-25 01:32:10 main:574] : INFO : Epoch 1672 | loss: 0.0309729 | val_loss: 0.0312862 | Time: 3482.78 ms [2021-09-25 01:32:13 main:574] : INFO : Epoch 1673 | loss: 0.0309766 | val_loss: 0.0313102 | Time: 3416 ms [2021-09-25 01:32:16 main:574] : INFO : Epoch 1674 | loss: 0.030961 | val_loss: 0.0313104 | Time: 3333.1 ms [2021-09-25 01:32:20 main:574] : INFO : Epoch 1675 | loss: 0.0309559 | val_loss: 0.0312938 | Time: 3372.48 ms [2021-09-25 01:32:23 main:574] : INFO : Epoch 1676 | loss: 0.0309614 | val_loss: 0.0313339 | Time: 3317.44 ms [2021-09-25 01:32:26 main:574] : INFO : Epoch 1677 | loss: 0.0309722 | val_loss: 0.0312726 | Time: 3282.54 ms [2021-09-25 01:32:30 main:574] : INFO : Epoch 1678 | loss: 0.0309809 | val_loss: 0.0312847 | Time: 3408.94 ms [2021-09-25 01:32:33 main:574] : INFO : Epoch 1679 | loss: 0.0309662 | val_loss: 0.031313 | Time: 3276.71 ms [2021-09-25 01:32:36 main:574] : INFO : Epoch 1680 | loss: 0.0309648 | val_loss: 0.0312836 | Time: 3304.37 ms [2021-09-25 01:32:40 main:574] : INFO : Epoch 1681 | loss: 0.0309659 | val_loss: 0.0313025 | Time: 3382.95 ms [2021-09-25 01:32:43 main:574] : INFO : Epoch 1682 | loss: 0.0309694 | val_loss: 0.0313345 | Time: 3490.74 ms [2021-09-25 01:32:47 main:574] : INFO : Epoch 1683 | loss: 0.0309669 | val_loss: 0.0312725 | Time: 3359.04 ms [2021-09-25 01:32:50 main:574] : INFO : Epoch 1684 | loss: 0.0309729 | val_loss: 0.0313126 | Time: 3309.16 ms [2021-09-25 01:32:53 main:574] : INFO : Epoch 1685 | loss: 0.0309656 | val_loss: 0.0313187 | Time: 3263.45 ms [2021-09-25 01:32:57 main:574] : INFO : Epoch 1686 | loss: 0.0309804 | val_loss: 0.0312961 | Time: 3346.36 ms [2021-09-25 01:33:00 main:574] : INFO : Epoch 1687 | loss: 0.0309759 | val_loss: 0.0312805 | Time: 3324.77 ms [2021-09-25 01:33:03 main:574] : INFO : Epoch 1688 | loss: 0.0309716 | val_loss: 0.0312867 | Time: 3394.19 ms [2021-09-25 01:33:07 main:574] : INFO : Epoch 1689 | loss: 0.0309806 | val_loss: 0.0313123 | Time: 3418.61 ms [2021-09-25 01:33:10 main:574] : INFO : Epoch 1690 | loss: 0.0309775 | val_loss: 0.0312663 | Time: 3365.99 ms [2021-09-25 01:33:13 main:574] : INFO : Epoch 1691 | loss: 0.0309815 | val_loss: 0.0312994 | Time: 3309.16 ms [2021-09-25 01:33:17 main:574] : INFO : Epoch 1692 | loss: 0.0309711 | val_loss: 0.0312733 | Time: 3393.63 ms [2021-09-25 01:33:20 main:574] : INFO : Epoch 1693 | loss: 0.030975 | val_loss: 0.0313315 | Time: 3375.1 ms [2021-09-25 01:33:23 main:574] : INFO : Epoch 1694 | loss: 0.0309643 | val_loss: 0.0312889 | Time: 3276.02 ms [2021-09-25 01:33:27 main:574] : INFO : Epoch 1695 | loss: 0.0309749 | val_loss: 0.0313108 | Time: 3383.52 ms [2021-09-25 01:33:30 main:574] : INFO : Epoch 1696 | loss: 0.0309655 | val_loss: 0.0312867 | Time: 3302.93 ms [2021-09-25 01:33:33 main:574] : INFO : Epoch 1697 | loss: 0.0309675 | val_loss: 0.0313414 | Time: 3329.99 ms [2021-09-25 01:33:37 main:574] : INFO : Epoch 1698 | loss: 0.0309646 | val_loss: 0.0313276 | Time: 3364.42 ms [2021-09-25 01:33:40 main:574] : INFO : Epoch 1699 | loss: 0.0309627 | val_loss: 0.0313255 | Time: 3350.79 ms [2021-09-25 01:33:44 main:574] : INFO : Epoch 1700 | loss: 0.0309621 | val_loss: 0.0313376 | Time: 3430.18 ms [2021-09-25 01:33:47 main:574] : INFO : Epoch 1701 | loss: 0.0309596 | val_loss: 0.0313011 | Time: 3381.67 ms [2021-09-25 01:33:51 main:574] : INFO : Epoch 1702 | loss: 0.0309704 | val_loss: 0.0312826 | Time: 4139.19 ms [2021-09-25 01:33:55 main:574] : INFO : Epoch 1703 | loss: 0.0309698 | val_loss: 0.031311 | Time: 3425.02 ms [2021-09-25 01:33:58 main:574] : INFO : Epoch 1704 | loss: 0.0309633 | val_loss: 0.0313166 | Time: 3404.42 ms [2021-09-25 01:34:01 main:574] : INFO : Epoch 1705 | loss: 0.0309785 | val_loss: 0.0312722 | Time: 3402.3 ms [2021-09-25 01:34:05 main:574] : INFO : Epoch 1706 | loss: 0.0309749 | val_loss: 0.0312869 | Time: 3554.8 ms [2021-09-25 01:34:09 main:574] : INFO : Epoch 1707 | loss: 0.0309676 | val_loss: 0.0313002 | Time: 3683.88 ms [2021-09-25 01:34:12 main:574] : INFO : Epoch 1708 | loss: 0.0309608 | val_loss: 0.0313386 | Time: 3329.76 ms [2021-09-25 01:34:15 main:574] : INFO : Epoch 1709 | loss: 0.030966 | val_loss: 0.0313151 | Time: 3345.85 ms [2021-09-25 01:34:19 main:574] : INFO : Epoch 1710 | loss: 0.0309667 | val_loss: 0.0313048 | Time: 3334.89 ms [2021-09-25 01:34:22 main:574] : INFO : Epoch 1711 | loss: 0.030977 | val_loss: 0.0313314 | Time: 3287.46 ms [2021-09-25 01:34:25 main:574] : INFO : Epoch 1712 | loss: 0.0309729 | val_loss: 0.0312886 | Time: 3328.65 ms [2021-09-25 01:34:29 main:574] : INFO : Epoch 1713 | loss: 0.0309785 | val_loss: 0.0312845 | Time: 3322.7 ms [2021-09-25 01:34:32 main:574] : INFO : Epoch 1714 | loss: 0.0309697 | val_loss: 0.0313477 | Time: 3337.49 ms [2021-09-25 01:34:35 main:574] : INFO : Epoch 1715 | loss: 0.0309757 | val_loss: 0.0313064 | Time: 3259.4 ms [2021-09-25 01:34:39 main:574] : INFO : Epoch 1716 | loss: 0.0309806 | val_loss: 0.0313128 | Time: 3276.77 ms [2021-09-25 01:34:42 main:574] : INFO : Epoch 1717 | loss: 0.0309776 | val_loss: 0.0313204 | Time: 3361.3 ms [2021-09-25 01:34:45 main:574] : INFO : Epoch 1718 | loss: 0.0309982 | val_loss: 0.0312991 | Time: 3313.89 ms [2021-09-25 01:34:48 main:574] : INFO : Epoch 1719 | loss: 0.0309762 | val_loss: 0.0312793 | Time: 3293.13 ms [2021-09-25 01:34:52 main:574] : INFO : Epoch 1720 | loss: 0.0309707 | val_loss: 0.0313232 | Time: 3617.6 ms [2021-09-25 01:34:55 main:574] : INFO : Epoch 1721 | loss: 0.0309648 | val_loss: 0.0313118 | Time: 3263.67 ms [2021-09-25 01:34:59 main:574] : INFO : Epoch 1722 | loss: 0.0309668 | val_loss: 0.0313017 | Time: 3230.84 ms [2021-09-25 01:35:02 main:574] : INFO : Epoch 1723 | loss: 0.0309642 | val_loss: 0.0313411 | Time: 3432.69 ms [2021-09-25 01:35:05 main:574] : INFO : Epoch 1724 | loss: 0.0309685 | val_loss: 0.031301 | Time: 3363.03 ms [2021-09-25 01:35:09 main:574] : INFO : Epoch 1725 | loss: 0.0309753 | val_loss: 0.0312942 | Time: 3308.07 ms [2021-09-25 01:35:12 main:574] : INFO : Epoch 1726 | loss: 0.0309828 | val_loss: 0.0313018 | Time: 3474.69 ms [2021-09-25 01:35:16 main:574] : INFO : Epoch 1727 | loss: 0.0309711 | val_loss: 0.031299 | Time: 3583.2 ms [2021-09-25 01:35:19 main:574] : INFO : Epoch 1728 | loss: 0.0309716 | val_loss: 0.0313184 | Time: 3340.31 ms [2021-09-25 01:35:23 main:574] : INFO : Epoch 1729 | loss: 0.0309678 | val_loss: 0.0312945 | Time: 3388.29 ms [2021-09-25 01:35:26 main:574] : INFO : Epoch 1730 | loss: 0.0309617 | val_loss: 0.0313434 | Time: 3363.07 ms [2021-09-25 01:35:29 main:574] : INFO : Epoch 1731 | loss: 0.0309633 | val_loss: 0.0312999 | Time: 3324.28 ms [2021-09-25 01:35:33 main:574] : INFO : Epoch 1732 | loss: 0.0309721 | val_loss: 0.0312853 | Time: 3367.77 ms [2021-09-25 01:35:36 main:574] : INFO : Epoch 1733 | loss: 0.0309624 | val_loss: 0.0313073 | Time: 3393.42 ms [2021-09-25 01:35:39 main:574] : INFO : Epoch 1734 | loss: 0.030971 | val_loss: 0.0313066 | Time: 3306.3 ms [2021-09-25 01:35:43 main:574] : INFO : Epoch 1735 | loss: 0.0309715 | val_loss: 0.0313188 | Time: 3271.83 ms [2021-09-25 01:35:46 main:574] : INFO : Epoch 1736 | loss: 0.03097 | val_loss: 0.0312991 | Time: 3341.83 ms [2021-09-25 01:35:49 main:574] : INFO : Epoch 1737 | loss: 0.0309675 | val_loss: 0.0313321 | Time: 3354.6 ms [2021-09-25 01:35:53 main:574] : INFO : Epoch 1738 | loss: 0.0309678 | val_loss: 0.0313209 | Time: 3238.69 ms [2021-09-25 01:35:56 main:574] : INFO : Epoch 1739 | loss: 0.030959 | val_loss: 0.0313138 | Time: 3342.87 ms [2021-09-25 01:35:59 main:574] : INFO : Epoch 1740 | loss: 0.0309638 | val_loss: 0.0313195 | Time: 3422.01 ms [2021-09-25 01:36:03 main:574] : INFO : Epoch 1741 | loss: 0.030963 | val_loss: 0.0313177 | Time: 3340.82 ms [2021-09-25 01:36:06 main:574] : INFO : Epoch 1742 | loss: 0.030971 | val_loss: 0.0313066 | Time: 3302.46 ms [2021-09-25 01:36:09 main:574] : INFO : Epoch 1743 | loss: 0.0309817 | val_loss: 0.0313143 | Time: 3388 ms [2021-09-25 01:36:13 main:574] : INFO : Epoch 1744 | loss: 0.03097 | val_loss: 0.031307 | Time: 3419.26 ms [2021-09-25 01:36:16 main:574] : INFO : Epoch 1745 | loss: 0.0309723 | val_loss: 0.0313023 | Time: 3314.73 ms [2021-09-25 01:36:19 main:574] : INFO : Epoch 1746 | loss: 0.0309833 | val_loss: 0.0312716 | Time: 3368.14 ms [2021-09-25 01:36:23 main:574] : INFO : Epoch 1747 | loss: 0.030979 | val_loss: 0.0313314 | Time: 3317 ms [2021-09-25 01:36:26 main:574] : INFO : Epoch 1748 | loss: 0.0309693 | val_loss: 0.0313198 | Time: 3283.99 ms [2021-09-25 01:36:29 main:574] : INFO : Epoch 1749 | loss: 0.0309646 | val_loss: 0.0312716 | Time: 3307.91 ms [2021-09-25 01:36:33 main:574] : INFO : Epoch 1750 | loss: 0.0309736 | val_loss: 0.031354 | Time: 3376.97 ms [2021-09-25 01:36:36 main:574] : INFO : Epoch 1751 | loss: 0.0309752 | val_loss: 0.0312992 | Time: 3400.27 ms [2021-09-25 01:36:39 main:574] : INFO : Epoch 1752 | loss: 0.0309731 | val_loss: 0.0313304 | Time: 3298 ms [2021-09-25 01:36:43 main:574] : INFO : Epoch 1753 | loss: 0.0309742 | val_loss: 0.0313031 | Time: 3226.92 ms [2021-09-25 01:36:46 main:574] : INFO : Epoch 1754 | loss: 0.0309648 | val_loss: 0.0313297 | Time: 3403.05 ms [2021-09-25 01:36:49 main:574] : INFO : Epoch 1755 | loss: 0.0309603 | val_loss: 0.03132 | Time: 3323.91 ms [2021-09-25 01:36:53 main:574] : INFO : Epoch 1756 | loss: 0.0309649 | val_loss: 0.0313263 | Time: 3293.59 ms [2021-09-25 01:36:56 main:574] : INFO : Epoch 1757 | loss: 0.0309697 | val_loss: 0.0312983 | Time: 3411.11 ms [2021-09-25 01:37:00 main:574] : INFO : Epoch 1758 | loss: 0.0309657 | val_loss: 0.0312923 | Time: 3409.11 ms [2021-09-25 01:37:03 main:574] : INFO : Epoch 1759 | loss: 0.0309758 | val_loss: 0.0312716 | Time: 3311.59 ms [2021-09-25 01:37:06 main:574] : INFO : Epoch 1760 | loss: 0.0309701 | val_loss: 0.0313344 | Time: 3341.47 ms [2021-09-25 01:37:10 main:574] : INFO : Epoch 1761 | loss: 0.0309661 | val_loss: 0.031308 | Time: 3338.34 ms [2021-09-25 01:37:13 main:574] : INFO : Epoch 1762 | loss: 0.0309644 | val_loss: 0.0313135 | Time: 3320.88 ms [2021-09-25 01:37:16 main:574] : INFO : Epoch 1763 | loss: 0.0309656 | val_loss: 0.03128 | Time: 3337.36 ms [2021-09-25 01:37:20 main:574] : INFO : Epoch 1764 | loss: 0.0309696 | val_loss: 0.0312939 | Time: 3273.06 ms [2021-09-25 01:37:23 main:574] : INFO : Epoch 1765 | loss: 0.0309667 | val_loss: 0.0313043 | Time: 3312.68 ms [2021-09-25 01:37:26 main:574] : INFO : Epoch 1766 | loss: 0.0309741 | val_loss: 0.0313013 | Time: 3346.19 ms [2021-09-25 01:37:30 main:574] : INFO : Epoch 1767 | loss: 0.0312611 | val_loss: 0.0324458 | Time: 3330.58 ms [2021-09-25 01:37:33 main:574] : INFO : Epoch 1768 | loss: 0.0415043 | val_loss: 0.0352567 | Time: 3418.06 ms [2021-09-25 01:37:36 main:574] : INFO : Epoch 1769 | loss: 0.034753 | val_loss: 0.0323039 | Time: 3284.47 ms [2021-09-25 01:37:40 main:574] : INFO : Epoch 1770 | loss: 0.0315961 | val_loss: 0.0313407 | Time: 3346.27 ms [2021-09-25 01:37:43 main:574] : INFO : Epoch 1771 | loss: 0.0313092 | val_loss: 0.0312768 | Time: 3328.12 ms [2021-09-25 01:37:46 main:574] : INFO : Epoch 1772 | loss: 0.0312659 | val_loss: 0.0312605 | Time: 3343.34 ms [2021-09-25 01:37:50 main:574] : INFO : Epoch 1773 | loss: 0.0312561 | val_loss: 0.0312551 | Time: 3316.75 ms [2021-09-25 01:37:53 main:574] : INFO : Epoch 1774 | loss: 0.0312534 | val_loss: 0.0312528 | Time: 3330.13 ms [2021-09-25 01:37:56 main:574] : INFO : Epoch 1775 | loss: 0.0312521 | val_loss: 0.0312547 | Time: 3320.96 ms [2021-09-25 01:38:00 main:574] : INFO : Epoch 1776 | loss: 0.0312523 | val_loss: 0.0312518 | Time: 3309 ms [2021-09-25 01:38:03 main:574] : INFO : Epoch 1777 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3271.32 ms [2021-09-25 01:38:06 main:574] : INFO : Epoch 1778 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3325.12 ms [2021-09-25 01:38:10 main:574] : INFO : Epoch 1779 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 3350.71 ms [2021-09-25 01:38:13 main:574] : INFO : Epoch 1780 | loss: 0.0312496 | val_loss: 0.031251 | Time: 3345.5 ms [2021-09-25 01:38:16 main:574] : INFO : Epoch 1781 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 3298.59 ms [2021-09-25 01:38:20 main:574] : INFO : Epoch 1782 | loss: 0.031249 | val_loss: 0.0312501 | Time: 3352.7 ms [2021-09-25 01:38:23 main:574] : INFO : Epoch 1783 | loss: 0.0312493 | val_loss: 0.031251 | Time: 3293.24 ms [2021-09-25 01:38:26 main:574] : INFO : Epoch 1784 | loss: 0.0312487 | val_loss: 0.0312521 | Time: 3305.15 ms [2021-09-25 01:38:30 main:574] : INFO : Epoch 1785 | loss: 0.0312486 | val_loss: 0.0312518 | Time: 3370.57 ms [2021-09-25 01:38:33 main:574] : INFO : Epoch 1786 | loss: 0.031249 | val_loss: 0.0312484 | Time: 3356.97 ms [2021-09-25 01:38:36 main:574] : INFO : Epoch 1787 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 3256.54 ms [2021-09-25 01:38:40 main:574] : INFO : Epoch 1788 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 3360.16 ms [2021-09-25 01:38:43 main:574] : INFO : Epoch 1789 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 3386.57 ms [2021-09-25 01:38:46 main:574] : INFO : Epoch 1790 | loss: 0.0312456 | val_loss: 0.0312467 | Time: 3412.1 ms [2021-09-25 01:38:50 main:574] : INFO : Epoch 1791 | loss: 0.0312448 | val_loss: 0.0312471 | Time: 3497.97 ms [2021-09-25 01:38:54 main:574] : INFO : Epoch 1792 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 4267.68 ms [2021-09-25 01:38:57 main:574] : INFO : Epoch 1793 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 3245.7 ms [2021-09-25 01:39:01 main:574] : INFO : Epoch 1794 | loss: 0.0312419 | val_loss: 0.0312439 | Time: 3317.83 ms [2021-09-25 01:39:04 main:574] : INFO : Epoch 1795 | loss: 0.0312403 | val_loss: 0.0312418 | Time: 3469.54 ms [2021-09-25 01:39:08 main:574] : INFO : Epoch 1796 | loss: 0.0312406 | val_loss: 0.0312468 | Time: 3348.37 ms [2021-09-25 01:39:11 main:574] : INFO : Epoch 1797 | loss: 0.031241 | val_loss: 0.0312399 | Time: 3342.56 ms [2021-09-25 01:39:14 main:574] : INFO : Epoch 1798 | loss: 0.0312393 | val_loss: 0.0312409 | Time: 3263.89 ms [2021-09-25 01:39:17 main:574] : INFO : Epoch 1799 | loss: 0.0312402 | val_loss: 0.0312413 | Time: 3285.98 ms [2021-09-25 01:39:21 main:574] : INFO : Epoch 1800 | loss: 0.0312405 | val_loss: 0.0312368 | Time: 3334.6 ms [2021-09-25 01:39:24 main:574] : INFO : Epoch 1801 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 3350.75 ms [2021-09-25 01:39:27 main:574] : INFO : Epoch 1802 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 3336.16 ms [2021-09-25 01:39:31 main:574] : INFO : Epoch 1803 | loss: 0.0312354 | val_loss: 0.0312361 | Time: 3272.79 ms [2021-09-25 01:39:34 main:574] : INFO : Epoch 1804 | loss: 0.0312378 | val_loss: 0.0312349 | Time: 3416.26 ms [2021-09-25 01:39:37 main:574] : INFO : Epoch 1805 | loss: 0.0312363 | val_loss: 0.0312345 | Time: 3260.78 ms [2021-09-25 01:39:41 main:574] : INFO : Epoch 1806 | loss: 0.0312371 | val_loss: 0.031235 | Time: 3435.25 ms [2021-09-25 01:39:44 main:574] : INFO : Epoch 1807 | loss: 0.0312315 | val_loss: 0.0312314 | Time: 3369.14 ms [2021-09-25 01:39:48 main:574] : INFO : Epoch 1808 | loss: 0.0312363 | val_loss: 0.0312557 | Time: 3398.5 ms [2021-09-25 01:39:51 main:574] : INFO : Epoch 1809 | loss: 0.0312368 | val_loss: 0.031239 | Time: 3414.99 ms [2021-09-25 01:39:54 main:574] : INFO : Epoch 1810 | loss: 0.0312351 | val_loss: 0.031231 | Time: 3089.41 ms [2021-09-25 01:39:58 main:574] : INFO : Epoch 1811 | loss: 0.0312314 | val_loss: 0.0312305 | Time: 3750.47 ms [2021-09-25 01:40:02 main:574] : INFO : Epoch 1812 | loss: 0.0312296 | val_loss: 0.0312289 | Time: 3769.2 ms [2021-09-25 01:40:05 main:574] : INFO : Epoch 1813 | loss: 0.0312276 | val_loss: 0.0312278 | Time: 3468.82 ms [2021-09-25 01:40:09 main:574] : INFO : Epoch 1814 | loss: 0.0312294 | val_loss: 0.0312316 | Time: 3402.74 ms [2021-09-25 01:40:12 main:574] : INFO : Epoch 1815 | loss: 0.0312276 | val_loss: 0.0312333 | Time: 3394.87 ms [2021-09-25 01:40:15 main:574] : INFO : Epoch 1816 | loss: 0.0312402 | val_loss: 0.0312263 | Time: 3358.21 ms [2021-09-25 01:40:19 main:574] : INFO : Epoch 1817 | loss: 0.0312342 | val_loss: 0.031228 | Time: 3354.85 ms [2021-09-25 01:40:22 main:574] : INFO : Epoch 1818 | loss: 0.0312266 | val_loss: 0.0312306 | Time: 3302.78 ms [2021-09-25 01:40:26 main:574] : INFO : Epoch 1819 | loss: 0.0312283 | val_loss: 0.0312253 | Time: 3404.12 ms [2021-09-25 01:40:29 main:574] : INFO : Epoch 1820 | loss: 0.0312263 | val_loss: 0.0312342 | Time: 3615.59 ms [2021-09-25 01:40:33 main:574] : INFO : Epoch 1821 | loss: 0.0312273 | val_loss: 0.0312375 | Time: 3551.93 ms [2021-09-25 01:40:36 main:574] : INFO : Epoch 1822 | loss: 0.0312261 | val_loss: 0.0312239 | Time: 3344.22 ms [2021-09-25 01:40:40 main:574] : INFO : Epoch 1823 | loss: 0.0312236 | val_loss: 0.031224 | Time: 3407.92 ms [2021-09-25 01:40:43 main:574] : INFO : Epoch 1824 | loss: 0.0312225 | val_loss: 0.0312291 | Time: 3407.14 ms [2021-09-25 01:40:46 main:574] : INFO : Epoch 1825 | loss: 0.0312244 | val_loss: 0.0312291 | Time: 3519.84 ms [2021-09-25 01:40:50 main:574] : INFO : Epoch 1826 | loss: 0.0312268 | val_loss: 0.0312211 | Time: 3502.86 ms [2021-09-25 01:40:53 main:574] : INFO : Epoch 1827 | loss: 0.0312199 | val_loss: 0.0312331 | Time: 3421.86 ms [2021-09-25 01:40:57 main:574] : INFO : Epoch 1828 | loss: 0.0312204 | val_loss: 0.0312192 | Time: 3350.49 ms [2021-09-25 01:41:00 main:574] : INFO : Epoch 1829 | loss: 0.0312174 | val_loss: 0.0312256 | Time: 3357.1 ms [2021-09-25 01:41:04 main:574] : INFO : Epoch 1830 | loss: 0.0312242 | val_loss: 0.0312261 | Time: 3455.97 ms [2021-09-25 01:41:07 main:574] : INFO : Epoch 1831 | loss: 0.0312369 | val_loss: 0.031223 | Time: 3791.27 ms [2021-09-25 01:41:11 main:574] : INFO : Epoch 1832 | loss: 0.0312424 | val_loss: 0.0312273 | Time: 3394.77 ms [2021-09-25 01:41:14 main:574] : INFO : Epoch 1833 | loss: 0.0312327 | val_loss: 0.0312251 | Time: 3324.08 ms [2021-09-25 01:41:18 main:574] : INFO : Epoch 1834 | loss: 0.031223 | val_loss: 0.0312198 | Time: 3364.9 ms [2021-09-25 01:41:21 main:574] : INFO : Epoch 1835 | loss: 0.0312178 | val_loss: 0.0312179 | Time: 3362.05 ms [2021-09-25 01:41:24 main:574] : INFO : Epoch 1836 | loss: 0.031218 | val_loss: 0.0312238 | Time: 3407.74 ms [2021-09-25 01:41:28 main:574] : INFO : Epoch 1837 | loss: 0.0312381 | val_loss: 0.0312476 | Time: 3360.27 ms [2021-09-25 01:41:31 main:574] : INFO : Epoch 1838 | loss: 0.0312238 | val_loss: 0.0312218 | Time: 3344.17 ms [2021-09-25 01:41:34 main:574] : INFO : Epoch 1839 | loss: 0.0312249 | val_loss: 0.0312369 | Time: 3292.28 ms [2021-09-25 01:41:38 main:574] : INFO : Epoch 1840 | loss: 0.0312193 | val_loss: 0.031217 | Time: 3332.87 ms [2021-09-25 01:41:41 main:574] : INFO : Epoch 1841 | loss: 0.031215 | val_loss: 0.0312207 | Time: 3348.5 ms [2021-09-25 01:41:45 main:574] : INFO : Epoch 1842 | loss: 0.0312253 | val_loss: 0.031213 | Time: 3432.34 ms [2021-09-25 01:41:48 main:574] : INFO : Epoch 1843 | loss: 0.0312153 | val_loss: 0.0312142 | Time: 3391.74 ms [2021-09-25 01:41:51 main:574] : INFO : Epoch 1844 | loss: 0.0312124 | val_loss: 0.0312103 | Time: 3322.25 ms [2021-09-25 01:41:55 main:574] : INFO : Epoch 1845 | loss: 0.0312113 | val_loss: 0.0312283 | Time: 3338.99 ms [2021-09-25 01:41:58 main:574] : INFO : Epoch 1846 | loss: 0.0312195 | val_loss: 0.0312094 | Time: 3503.36 ms [2021-09-25 01:42:02 main:574] : INFO : Epoch 1847 | loss: 0.0312185 | val_loss: 0.0312138 | Time: 3513.2 ms [2021-09-25 01:42:05 main:574] : INFO : Epoch 1848 | loss: 0.0312104 | val_loss: 0.0312111 | Time: 3268.48 ms [2021-09-25 01:42:08 main:574] : INFO : Epoch 1849 | loss: 0.0312105 | val_loss: 0.0312072 | Time: 3294.57 ms [2021-09-25 01:42:12 main:574] : INFO : Epoch 1850 | loss: 0.0312185 | val_loss: 0.0312154 | Time: 3427.63 ms [2021-09-25 01:42:15 main:574] : INFO : Epoch 1851 | loss: 0.0312122 | val_loss: 0.0312069 | Time: 3305.73 ms [2021-09-25 01:42:18 main:574] : INFO : Epoch 1852 | loss: 0.0312238 | val_loss: 0.0312159 | Time: 3291.97 ms [2021-09-25 01:42:22 main:574] : INFO : Epoch 1853 | loss: 0.0312093 | val_loss: 0.0312064 | Time: 3391.15 ms [2021-09-25 01:42:25 main:574] : INFO : Epoch 1854 | loss: 0.0312055 | val_loss: 0.0312052 | Time: 3327.01 ms [2021-09-25 01:42:28 main:574] : INFO : Epoch 1855 | loss: 0.0312172 | val_loss: 0.0312164 | Time: 3357.86 ms [2021-09-25 01:42:32 main:574] : INFO : Epoch 1856 | loss: 0.0312225 | val_loss: 0.0312093 | Time: 3246.48 ms [2021-09-25 01:42:35 main:574] : INFO : Epoch 1857 | loss: 0.0312067 | val_loss: 0.031219 | Time: 3431.53 ms [2021-09-25 01:42:38 main:574] : INFO : Epoch 1858 | loss: 0.0312046 | val_loss: 0.0312323 | Time: 3340.92 ms [2021-09-25 01:42:42 main:574] : INFO : Epoch 1859 | loss: 0.0312086 | val_loss: 0.0312077 | Time: 3361.93 ms [2021-09-25 01:42:45 main:574] : INFO : Epoch 1860 | loss: 0.0312016 | val_loss: 0.0312104 | Time: 3424.36 ms [2021-09-25 01:42:49 main:574] : INFO : Epoch 1861 | loss: 0.0312037 | val_loss: 0.0312028 | Time: 3418.36 ms [2021-09-25 01:42:52 main:574] : INFO : Epoch 1862 | loss: 0.0311971 | val_loss: 0.0311989 | Time: 3337.88 ms [2021-09-25 01:42:55 main:574] : INFO : Epoch 1863 | loss: 0.0312023 | val_loss: 0.0311988 | Time: 3477.48 ms [2021-09-25 01:42:59 main:574] : INFO : Epoch 1864 | loss: 0.0311996 | val_loss: 0.0311958 | Time: 3512.27 ms [2021-09-25 01:43:02 main:574] : INFO : Epoch 1865 | loss: 0.031195 | val_loss: 0.0311946 | Time: 3587.46 ms [2021-09-25 01:43:06 main:574] : INFO : Epoch 1866 | loss: 0.0311934 | val_loss: 0.0311946 | Time: 3468.57 ms [2021-09-25 01:43:10 main:574] : INFO : Epoch 1867 | loss: 0.0311956 | val_loss: 0.0311937 | Time: 3581.01 ms [2021-09-25 01:43:13 main:574] : INFO : Epoch 1868 | loss: 0.0311919 | val_loss: 0.0311927 | Time: 3475.88 ms [2021-09-25 01:43:16 main:574] : INFO : Epoch 1869 | loss: 0.0311938 | val_loss: 0.0311915 | Time: 3373.16 ms [2021-09-25 01:43:20 main:574] : INFO : Epoch 1870 | loss: 0.0311948 | val_loss: 0.0311912 | Time: 3463.79 ms [2021-09-25 01:43:23 main:574] : INFO : Epoch 1871 | loss: 0.0312059 | val_loss: 0.0311918 | Time: 3350.81 ms [2021-09-25 01:43:27 main:574] : INFO : Epoch 1872 | loss: 0.0312047 | val_loss: 0.0312044 | Time: 3485.29 ms [2021-09-25 01:43:30 main:574] : INFO : Epoch 1873 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 3375.88 ms [2021-09-25 01:43:33 main:574] : INFO : Epoch 1874 | loss: 0.0311902 | val_loss: 0.0311914 | Time: 3305.52 ms [2021-09-25 01:43:37 main:574] : INFO : Epoch 1875 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 3453.5 ms [2021-09-25 01:43:40 main:574] : INFO : Epoch 1876 | loss: 0.0311906 | val_loss: 0.0311968 | Time: 3313.65 ms [2021-09-25 01:43:44 main:574] : INFO : Epoch 1877 | loss: 0.0311938 | val_loss: 0.0311883 | Time: 3389.1 ms [2021-09-25 01:43:47 main:574] : INFO : Epoch 1878 | loss: 0.0311895 | val_loss: 0.0312032 | Time: 3314.58 ms [2021-09-25 01:43:50 main:574] : INFO : Epoch 1879 | loss: 0.0311952 | val_loss: 0.0311938 | Time: 3261.31 ms [2021-09-25 01:43:54 main:574] : INFO : Epoch 1880 | loss: 0.0311875 | val_loss: 0.0311879 | Time: 3403.08 ms [2021-09-25 01:43:57 main:574] : INFO : Epoch 1881 | loss: 0.0311854 | val_loss: 0.0312022 | Time: 3435.05 ms [2021-09-25 01:44:00 main:574] : INFO : Epoch 1882 | loss: 0.0311902 | val_loss: 0.0311858 | Time: 3412.55 ms [2021-09-25 01:44:04 main:574] : INFO : Epoch 1883 | loss: 0.031191 | val_loss: 0.0312042 | Time: 3390.03 ms [2021-09-25 01:44:07 main:574] : INFO : Epoch 1884 | loss: 0.0311873 | val_loss: 0.0311885 | Time: 3304.75 ms [2021-09-25 01:44:10 main:574] : INFO : Epoch 1885 | loss: 0.0311849 | val_loss: 0.0311841 | Time: 3366.9 ms [2021-09-25 01:44:14 main:574] : INFO : Epoch 1886 | loss: 0.0311845 | val_loss: 0.0311924 | Time: 3396.98 ms [2021-09-25 01:44:17 main:574] : INFO : Epoch 1887 | loss: 0.0311839 | val_loss: 0.0311864 | Time: 3575.37 ms [2021-09-25 01:44:21 main:574] : INFO : Epoch 1888 | loss: 0.0311839 | val_loss: 0.0311893 | Time: 3326.45 ms [2021-09-25 01:44:24 main:574] : INFO : Epoch 1889 | loss: 0.0311822 | val_loss: 0.0311833 | Time: 3344.72 ms [2021-09-25 01:44:28 main:574] : INFO : Epoch 1890 | loss: 0.0311847 | val_loss: 0.0311849 | Time: 3381.32 ms [2021-09-25 01:44:31 main:574] : INFO : Epoch 1891 | loss: 0.0311876 | val_loss: 0.0311832 | Time: 3297.31 ms [2021-09-25 01:44:34 main:574] : INFO : Epoch 1892 | loss: 0.0311843 | val_loss: 0.0311963 | Time: 3312.02 ms [2021-09-25 01:44:38 main:574] : INFO : Epoch 1893 | loss: 0.0311812 | val_loss: 0.0311827 | Time: 3335.51 ms [2021-09-25 01:44:41 main:574] : INFO : Epoch 1894 | loss: 0.0311804 | val_loss: 0.0311912 | Time: 3411.51 ms [2021-09-25 01:44:44 main:574] : INFO : Epoch 1895 | loss: 0.0311792 | val_loss: 0.0311815 | Time: 3271.22 ms [2021-09-25 01:44:48 main:574] : INFO : Epoch 1896 | loss: 0.031184 | val_loss: 0.0311982 | Time: 3350.96 ms [2021-09-25 01:44:51 main:574] : INFO : Epoch 1897 | loss: 0.0311827 | val_loss: 0.0311834 | Time: 3581.48 ms [2021-09-25 01:44:55 main:574] : INFO : Epoch 1898 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 3359.83 ms [2021-09-25 01:44:58 main:574] : INFO : Epoch 1899 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 3394.2 ms [2021-09-25 01:45:01 main:574] : INFO : Epoch 1900 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 3426.76 ms [2021-09-25 01:45:05 main:574] : INFO : Epoch 1901 | loss: 0.0311809 | val_loss: 0.0311828 | Time: 3293.9 ms [2021-09-25 01:45:08 main:574] : INFO : Epoch 1902 | loss: 0.0311856 | val_loss: 0.0311808 | Time: 3403.55 ms [2021-09-25 01:45:11 main:574] : INFO : Epoch 1903 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 3326.59 ms [2021-09-25 01:45:15 main:574] : INFO : Epoch 1904 | loss: 0.0311766 | val_loss: 0.0311802 | Time: 3324.17 ms [2021-09-25 01:45:18 main:574] : INFO : Epoch 1905 | loss: 0.0311774 | val_loss: 0.0311835 | Time: 3233.68 ms [2021-09-25 01:45:21 main:574] : INFO : Epoch 1906 | loss: 0.031177 | val_loss: 0.0311792 | Time: 3356.88 ms [2021-09-25 01:45:25 main:574] : INFO : Epoch 1907 | loss: 0.031177 | val_loss: 0.0311812 | Time: 3290.4 ms [2021-09-25 01:45:28 main:574] : INFO : Epoch 1908 | loss: 0.0311759 | val_loss: 0.031192 | Time: 3471.67 ms [2021-09-25 01:45:32 main:574] : INFO : Epoch 1909 | loss: 0.0311788 | val_loss: 0.0311817 | Time: 3583.75 ms [2021-09-25 01:45:35 main:574] : INFO : Epoch 1910 | loss: 0.031178 | val_loss: 0.0311813 | Time: 3331.51 ms [2021-09-25 01:45:38 main:574] : INFO : Epoch 1911 | loss: 0.031175 | val_loss: 0.0311886 | Time: 3434.38 ms [2021-09-25 01:45:42 main:574] : INFO : Epoch 1912 | loss: 0.031176 | val_loss: 0.0311847 | Time: 3327.06 ms [2021-09-25 01:45:45 main:574] : INFO : Epoch 1913 | loss: 0.0311767 | val_loss: 0.0311945 | Time: 3289.1 ms [2021-09-25 01:45:48 main:574] : INFO : Epoch 1914 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 3385.84 ms [2021-09-25 01:45:52 main:574] : INFO : Epoch 1915 | loss: 0.0311774 | val_loss: 0.0311934 | Time: 3363.69 ms [2021-09-25 01:45:55 main:574] : INFO : Epoch 1916 | loss: 0.0311797 | val_loss: 0.0311787 | Time: 3394.94 ms [2021-09-25 01:45:59 main:574] : INFO : Epoch 1917 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 3441.68 ms [2021-09-25 01:46:02 main:574] : INFO : Epoch 1918 | loss: 0.031173 | val_loss: 0.0311786 | Time: 3390.39 ms [2021-09-25 01:46:06 main:574] : INFO : Epoch 1919 | loss: 0.0311724 | val_loss: 0.0311779 | Time: 3529.41 ms [2021-09-25 01:46:09 main:574] : INFO : Epoch 1920 | loss: 0.0311733 | val_loss: 0.0311788 | Time: 3461.86 ms [2021-09-25 01:46:12 main:574] : INFO : Epoch 1921 | loss: 0.0311765 | val_loss: 0.0311788 | Time: 3393.38 ms [2021-09-25 01:46:16 main:574] : INFO : Epoch 1922 | loss: 0.0311745 | val_loss: 0.0311842 | Time: 3344.54 ms [2021-09-25 01:46:19 main:574] : INFO : Epoch 1923 | loss: 0.0311727 | val_loss: 0.0311801 | Time: 3431.12 ms [2021-09-25 01:46:23 main:574] : INFO : Epoch 1924 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 3282.78 ms [2021-09-25 01:46:26 main:574] : INFO : Epoch 1925 | loss: 0.0311785 | val_loss: 0.031184 | Time: 3296.85 ms [2021-09-25 01:46:29 main:574] : INFO : Epoch 1926 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 3315.42 ms [2021-09-25 01:46:32 main:574] : INFO : Epoch 1927 | loss: 0.03118 | val_loss: 0.0311825 | Time: 3302.45 ms [2021-09-25 01:46:36 main:574] : INFO : Epoch 1928 | loss: 0.0311728 | val_loss: 0.0311831 | Time: 3364.19 ms [2021-09-25 01:46:39 main:574] : INFO : Epoch 1929 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 3297.46 ms [2021-09-25 01:46:42 main:574] : INFO : Epoch 1930 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 3268.32 ms [2021-09-25 01:46:46 main:574] : INFO : Epoch 1931 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 3406.36 ms [2021-09-25 01:46:49 main:574] : INFO : Epoch 1932 | loss: 0.0311729 | val_loss: 0.0311799 | Time: 3311 ms [2021-09-25 01:46:52 main:574] : INFO : Epoch 1933 | loss: 0.0311747 | val_loss: 0.0311842 | Time: 3315.84 ms [2021-09-25 01:46:56 main:574] : INFO : Epoch 1934 | loss: 0.0311886 | val_loss: 0.0311802 | Time: 3343.81 ms [2021-09-25 01:46:59 main:574] : INFO : Epoch 1935 | loss: 0.0311733 | val_loss: 0.0311852 | Time: 3332.18 ms [2021-09-25 01:47:02 main:574] : INFO : Epoch 1936 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 3338.04 ms [2021-09-25 01:47:06 main:574] : INFO : Epoch 1937 | loss: 0.0311697 | val_loss: 0.0311802 | Time: 3330.31 ms [2021-09-25 01:47:09 main:574] : INFO : Epoch 1938 | loss: 0.031173 | val_loss: 0.0311795 | Time: 3377.02 ms [2021-09-25 01:47:13 main:574] : INFO : Epoch 1939 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 3317.81 ms [2021-09-25 01:47:16 main:574] : INFO : Epoch 1940 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 3304.83 ms [2021-09-25 01:47:19 main:574] : INFO : Epoch 1941 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 3337.56 ms [2021-09-25 01:47:23 main:574] : INFO : Epoch 1942 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 3310.19 ms [2021-09-25 01:47:26 main:574] : INFO : Epoch 1943 | loss: 0.0311704 | val_loss: 0.0311819 | Time: 3335.01 ms [2021-09-25 01:47:29 main:574] : INFO : Epoch 1944 | loss: 0.031172 | val_loss: 0.0311868 | Time: 3375.6 ms [2021-09-25 01:47:33 main:574] : INFO : Epoch 1945 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 3332.11 ms [2021-09-25 01:47:36 main:574] : INFO : Epoch 1946 | loss: 0.0311717 | val_loss: 0.031179 | Time: 3319.38 ms [2021-09-25 01:47:39 main:574] : INFO : Epoch 1947 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 3304.62 ms [2021-09-25 01:47:43 main:574] : INFO : Epoch 1948 | loss: 0.0311677 | val_loss: 0.0311808 | Time: 3359.18 ms [2021-09-25 01:47:46 main:574] : INFO : Epoch 1949 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 3294.71 ms [2021-09-25 01:47:49 main:574] : INFO : Epoch 1950 | loss: 0.0311686 | val_loss: 0.0311836 | Time: 3406.54 ms [2021-09-25 01:47:53 main:574] : INFO : Epoch 1951 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 3349.94 ms [2021-09-25 01:47:56 main:574] : INFO : Epoch 1952 | loss: 0.0311693 | val_loss: 0.0311794 | Time: 3326.6 ms [2021-09-25 01:47:59 main:574] : INFO : Epoch 1953 | loss: 0.0311698 | val_loss: 0.0311777 | Time: 3336.8 ms [2021-09-25 01:48:03 main:574] : INFO : Epoch 1954 | loss: 0.0311693 | val_loss: 0.0311938 | Time: 3281.98 ms [2021-09-25 01:48:06 main:574] : INFO : Epoch 1955 | loss: 0.0311782 | val_loss: 0.0311889 | Time: 3412.8 ms [2021-09-25 01:48:09 main:574] : INFO : Epoch 1956 | loss: 0.0311728 | val_loss: 0.0311889 | Time: 3406.97 ms [2021-09-25 01:48:13 main:574] : INFO : Epoch 1957 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 3321 ms [2021-09-25 01:48:16 main:574] : INFO : Epoch 1958 | loss: 0.0311739 | val_loss: 0.0311851 | Time: 3376.56 ms [2021-09-25 01:48:19 main:574] : INFO : Epoch 1959 | loss: 0.0311673 | val_loss: 0.0311846 | Time: 3329.02 ms [2021-09-25 01:48:23 main:574] : INFO : Epoch 1960 | loss: 0.0311691 | val_loss: 0.0311821 | Time: 3360.69 ms [2021-09-25 01:48:26 main:574] : INFO : Epoch 1961 | loss: 0.0311688 | val_loss: 0.0311838 | Time: 3302.35 ms [2021-09-25 01:48:29 main:574] : INFO : Epoch 1962 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 3302.81 ms [2021-09-25 01:48:33 main:574] : INFO : Epoch 1963 | loss: 0.0311659 | val_loss: 0.0311818 | Time: 3266.68 ms [2021-09-25 01:48:36 main:574] : INFO : Epoch 1964 | loss: 0.0311739 | val_loss: 0.0311794 | Time: 3321.79 ms [2021-09-25 01:48:39 main:574] : INFO : Epoch 1965 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 3429.57 ms [2021-09-25 01:48:43 main:574] : INFO : Epoch 1966 | loss: 0.031166 | val_loss: 0.031176 | Time: 3379.5 ms [2021-09-25 01:48:46 main:574] : INFO : Epoch 1967 | loss: 0.0311659 | val_loss: 0.0311811 | Time: 3310.69 ms [2021-09-25 01:48:50 main:574] : INFO : Epoch 1968 | loss: 0.0311684 | val_loss: 0.0311829 | Time: 3355.86 ms [2021-09-25 01:48:53 main:574] : INFO : Epoch 1969 | loss: 0.0311687 | val_loss: 0.0311792 | Time: 3578.24 ms [2021-09-25 01:48:56 main:574] : INFO : Epoch 1970 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 3314.54 ms [2021-09-25 01:49:00 main:574] : INFO : Epoch 1971 | loss: 0.0311635 | val_loss: 0.0311901 | Time: 3357.88 ms [2021-09-25 01:49:03 main:574] : INFO : Epoch 1972 | loss: 0.0311693 | val_loss: 0.0311815 | Time: 3389.38 ms [2021-09-25 01:49:07 main:574] : INFO : Epoch 1973 | loss: 0.031168 | val_loss: 0.0311832 | Time: 3395.39 ms [2021-09-25 01:49:10 main:574] : INFO : Epoch 1974 | loss: 0.0311647 | val_loss: 0.0311787 | Time: 3347.33 ms [2021-09-25 01:49:13 main:574] : INFO : Epoch 1975 | loss: 0.0311648 | val_loss: 0.0311834 | Time: 3312.63 ms [2021-09-25 01:49:17 main:574] : INFO : Epoch 1976 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 3444.02 ms [2021-09-25 01:49:20 main:574] : INFO : Epoch 1977 | loss: 0.0311683 | val_loss: 0.0311792 | Time: 3458.44 ms [2021-09-25 01:49:24 main:574] : INFO : Epoch 1978 | loss: 0.0311675 | val_loss: 0.0311882 | Time: 3567.45 ms [2021-09-25 01:49:27 main:574] : INFO : Epoch 1979 | loss: 0.0311657 | val_loss: 0.0311817 | Time: 3360.53 ms [2021-09-25 01:49:31 main:574] : INFO : Epoch 1980 | loss: 0.0311641 | val_loss: 0.0311794 | Time: 3403.64 ms [2021-09-25 01:49:34 main:574] : INFO : Epoch 1981 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 3296.85 ms [2021-09-25 01:49:37 main:574] : INFO : Epoch 1982 | loss: 0.0311644 | val_loss: 0.031176 | Time: 3326.55 ms [2021-09-25 01:49:41 main:574] : INFO : Epoch 1983 | loss: 0.031164 | val_loss: 0.031188 | Time: 3365.78 ms [2021-09-25 01:49:44 main:574] : INFO : Epoch 1984 | loss: 0.031163 | val_loss: 0.0311783 | Time: 3248.18 ms [2021-09-25 01:49:47 main:574] : INFO : Epoch 1985 | loss: 0.0311614 | val_loss: 0.0311838 | Time: 3362.15 ms [2021-09-25 01:49:50 main:574] : INFO : Epoch 1986 | loss: 0.0311628 | val_loss: 0.0311853 | Time: 3324.37 ms [2021-09-25 01:49:54 main:574] : INFO : Epoch 1987 | loss: 0.0311643 | val_loss: 0.0311831 | Time: 3350.44 ms [2021-09-25 01:49:57 main:574] : INFO : Epoch 1988 | loss: 0.0311671 | val_loss: 0.0311801 | Time: 3366.57 ms [2021-09-25 01:50:01 main:574] : INFO : Epoch 1989 | loss: 0.0311611 | val_loss: 0.0311753 | Time: 3403.6 ms [2021-09-25 01:50:04 main:574] : INFO : Epoch 1990 | loss: 0.031162 | val_loss: 0.0311763 | Time: 3331.34 ms [2021-09-25 01:50:07 main:574] : INFO : Epoch 1991 | loss: 0.0311603 | val_loss: 0.0311883 | Time: 3306.16 ms [2021-09-25 01:50:11 main:574] : INFO : Epoch 1992 | loss: 0.0311659 | val_loss: 0.0311839 | Time: 3292.03 ms [2021-09-25 01:50:14 main:574] : INFO : Epoch 1993 | loss: 0.031165 | val_loss: 0.0311813 | Time: 3342.27 ms [2021-09-25 01:50:17 main:574] : INFO : Epoch 1994 | loss: 0.0311599 | val_loss: 0.0311852 | Time: 3389.88 ms [2021-09-25 01:50:21 main:574] : INFO : Epoch 1995 | loss: 0.0311601 | val_loss: 0.0311811 | Time: 3426.46 ms [2021-09-25 01:50:24 main:574] : INFO : Epoch 1996 | loss: 0.0311626 | val_loss: 0.0311842 | Time: 3361.3 ms [2021-09-25 01:50:27 main:574] : INFO : Epoch 1997 | loss: 0.0311701 | val_loss: 0.0311796 | Time: 3220.09 ms [2021-09-25 01:50:31 main:574] : INFO : Epoch 1998 | loss: 0.0311645 | val_loss: 0.0311779 | Time: 3352.48 ms [2021-09-25 01:50:34 main:574] : INFO : Epoch 1999 | loss: 0.0311604 | val_loss: 0.0311837 | Time: 3298.58 ms [2021-09-25 01:50:37 main:574] : INFO : Epoch 2000 | loss: 0.0311609 | val_loss: 0.031182 | Time: 3337.76 ms [2021-09-25 01:50:41 main:574] : INFO : Epoch 2001 | loss: 0.0311646 | val_loss: 0.0311778 | Time: 3277.05 ms [2021-09-25 01:50:44 main:574] : INFO : Epoch 2002 | loss: 0.0311596 | val_loss: 0.0311803 | Time: 3299.5 ms [2021-09-25 01:50:47 main:574] : INFO : Epoch 2003 | loss: 0.03116 | val_loss: 0.0311795 | Time: 3333.62 ms [2021-09-25 01:50:51 main:574] : INFO : Epoch 2004 | loss: 0.0311623 | val_loss: 0.0311815 | Time: 3306.29 ms [2021-09-25 01:50:54 main:574] : INFO : Epoch 2005 | loss: 0.0311595 | val_loss: 0.0311786 | Time: 3316.85 ms [2021-09-25 01:50:57 main:574] : INFO : Epoch 2006 | loss: 0.0311583 | val_loss: 0.0311827 | Time: 3383.51 ms [2021-09-25 01:51:01 main:574] : INFO : Epoch 2007 | loss: 0.0311574 | val_loss: 0.0311821 | Time: 3326.32 ms [2021-09-25 01:51:04 main:574] : INFO : Epoch 2008 | loss: 0.0311593 | val_loss: 0.031178 | Time: 3321.89 ms [2021-09-25 01:51:07 main:574] : INFO : Epoch 2009 | loss: 0.0311564 | val_loss: 0.0311768 | Time: 3271.73 ms [2021-09-25 01:51:11 main:574] : INFO : Epoch 2010 | loss: 0.0311563 | val_loss: 0.0311806 | Time: 3425.2 ms [2021-09-25 01:51:14 main:574] : INFO : Epoch 2011 | loss: 0.031157 | val_loss: 0.0311832 | Time: 3417.48 ms [2021-09-25 01:51:17 main:574] : INFO : Epoch 2012 | loss: 0.0311647 | val_loss: 0.0311926 | Time: 3405.36 ms [2021-09-25 01:51:21 main:574] : INFO : Epoch 2013 | loss: 0.0311594 | val_loss: 0.0311857 | Time: 3276.02 ms [2021-09-25 01:51:24 main:574] : INFO : Epoch 2014 | loss: 0.0311583 | val_loss: 0.0311807 | Time: 3378.47 ms [2021-09-25 01:51:27 main:574] : INFO : Epoch 2015 | loss: 0.0311594 | val_loss: 0.0311795 | Time: 3345 ms [2021-09-25 01:51:31 main:574] : INFO : Epoch 2016 | loss: 0.0311627 | val_loss: 0.0311789 | Time: 3237.26 ms [2021-09-25 01:51:34 main:574] : INFO : Epoch 2017 | loss: 0.0311608 | val_loss: 0.0311842 | Time: 3315.46 ms [2021-09-25 01:51:37 main:574] : INFO : Epoch 2018 | loss: 0.0311605 | val_loss: 0.0311836 | Time: 3397.8 ms [2021-09-25 01:51:41 main:574] : INFO : Epoch 2019 | loss: 0.0311556 | val_loss: 0.0311803 | Time: 3364.1 ms [2021-09-25 01:51:44 main:574] : INFO : Epoch 2020 | loss: 0.0311556 | val_loss: 0.0311816 | Time: 3346.79 ms [2021-09-25 01:51:48 main:574] : INFO : Epoch 2021 | loss: 0.0311589 | val_loss: 0.0311793 | Time: 3395.72 ms [2021-09-25 01:51:51 main:574] : INFO : Epoch 2022 | loss: 0.0311553 | val_loss: 0.0311822 | Time: 3339.04 ms [2021-09-25 01:51:54 main:574] : INFO : Epoch 2023 | loss: 0.0311571 | val_loss: 0.0311873 | Time: 3339.59 ms [2021-09-25 01:51:58 main:574] : INFO : Epoch 2024 | loss: 0.0311571 | val_loss: 0.0311915 | Time: 3363.9 ms [2021-09-25 01:52:01 main:574] : INFO : Epoch 2025 | loss: 0.0311585 | val_loss: 0.0311847 | Time: 3007.18 ms [2021-09-25 01:52:04 main:574] : INFO : Epoch 2026 | loss: 0.0311595 | val_loss: 0.0311886 | Time: 2988.09 ms [2021-09-25 01:52:07 main:574] : INFO : Epoch 2027 | loss: 0.0311552 | val_loss: 0.0311831 | Time: 3014.77 ms [2021-09-25 01:52:10 main:574] : INFO : Epoch 2028 | loss: 0.031152 | val_loss: 0.0311809 | Time: 2982.58 ms [2021-09-25 01:52:13 main:574] : INFO : Epoch 2029 | loss: 0.0311534 | val_loss: 0.0311855 | Time: 3094.94 ms [2021-09-25 01:52:16 main:574] : INFO : Epoch 2030 | loss: 0.0311524 | val_loss: 0.0311846 | Time: 2924.01 ms [2021-09-25 01:52:19 main:574] : INFO : Epoch 2031 | loss: 0.0311535 | val_loss: 0.0311861 | Time: 2994.2 ms [2021-09-25 01:52:22 main:574] : INFO : Epoch 2032 | loss: 0.0311547 | val_loss: 0.0311806 | Time: 3360.73 ms [2021-09-25 01:52:25 main:574] : INFO : Epoch 2033 | loss: 0.0311557 | val_loss: 0.0311891 | Time: 3128.11 ms [2021-09-25 01:52:28 main:574] : INFO : Epoch 2034 | loss: 0.0311573 | val_loss: 0.0311814 | Time: 3103.97 ms [2021-09-25 01:52:31 main:574] : INFO : Epoch 2035 | loss: 0.0311535 | val_loss: 0.0311827 | Time: 3033.17 ms [2021-09-25 01:52:35 main:574] : INFO : Epoch 2036 | loss: 0.0311535 | val_loss: 0.0311821 | Time: 3049.2 ms [2021-09-25 01:52:38 main:574] : INFO : Epoch 2037 | loss: 0.0311501 | val_loss: 0.031189 | Time: 3025.45 ms [2021-09-25 01:52:41 main:574] : INFO : Epoch 2038 | loss: 0.031155 | val_loss: 0.0311902 | Time: 2995.02 ms [2021-09-25 01:52:44 main:574] : INFO : Epoch 2039 | loss: 0.0311576 | val_loss: 0.0311934 | Time: 3052.49 ms [2021-09-25 01:52:47 main:574] : INFO : Epoch 2040 | loss: 0.0311598 | val_loss: 0.0311981 | Time: 3132.15 ms [2021-09-25 01:52:50 main:574] : INFO : Epoch 2041 | loss: 0.0311659 | val_loss: 0.0311844 | Time: 3033.39 ms [2021-09-25 01:52:53 main:574] : INFO : Epoch 2042 | loss: 0.0311572 | val_loss: 0.0311828 | Time: 2938.43 ms [2021-09-25 01:52:56 main:574] : INFO : Epoch 2043 | loss: 0.0311518 | val_loss: 0.0311799 | Time: 3096.85 ms [2021-09-25 01:52:59 main:574] : INFO : Epoch 2044 | loss: 0.0311535 | val_loss: 0.0311996 | Time: 3095.64 ms [2021-09-25 01:53:02 main:574] : INFO : Epoch 2045 | loss: 0.0311574 | val_loss: 0.0311867 | Time: 3030.9 ms [2021-09-25 01:53:05 main:574] : INFO : Epoch 2046 | loss: 0.0311536 | val_loss: 0.0311902 | Time: 2985.88 ms [2021-09-25 01:53:08 main:574] : INFO : Epoch 2047 | loss: 0.0311543 | val_loss: 0.031184 | Time: 3045.53 ms [2021-09-25 01:53:11 main:574] : INFO : Epoch 2048 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 2938.13 ms [2021-09-25 01:53:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311738 [2021-09-25 01:53:11 main:603] : INFO : Saving end state to config to file [2021-09-25 01:53:11 main:608] : INFO : Success, exiting.. 01:53:11 (9800): 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)