Task 4377335
| Name | ParityModified-1612596744-10763-4_0 |
| Workunit | 2438461 |
| Created | 11 Mar 2021, 15:33:48 UTC |
| Sent | 22 Mar 2021, 20:09:50 UTC |
| Report deadline | 29 Mar 2021, 20:09:50 UTC |
| Received | 22 Mar 2021, 22:57:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 52 min 44 sec |
| CPU time | 1 hours 50 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311671 | val_loss: 0.0311811 | Time: 3338.36 ms [2021-03-22 23:05:54 main:574] : INFO : Epoch 1543 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 3243.7 ms [2021-03-22 23:05:57 main:574] : INFO : Epoch 1544 | loss: 0.0311639 | val_loss: 0.0311788 | Time: 3119.04 ms [2021-03-22 23:06:00 main:574] : INFO : Epoch 1545 | loss: 0.0311641 | val_loss: 0.0311791 | Time: 3222.39 ms [2021-03-22 23:06:03 main:574] : INFO : Epoch 1546 | loss: 0.0311644 | val_loss: 0.0311786 | Time: 3277.48 ms [2021-03-22 23:06:06 main:574] : INFO : Epoch 1547 | loss: 0.0311642 | val_loss: 0.0311838 | Time: 3200.72 ms [2021-03-22 23:06:10 main:574] : INFO : Epoch 1548 | loss: 0.0311647 | val_loss: 0.0311801 | Time: 3285.82 ms [2021-03-22 23:06:13 main:574] : INFO : Epoch 1549 | loss: 0.0311627 | val_loss: 0.03118 | Time: 3262.28 ms [2021-03-22 23:06:16 main:574] : INFO : Epoch 1550 | loss: 0.031163 | val_loss: 0.0311813 | Time: 3339.87 ms [2021-03-22 23:06:20 main:574] : INFO : Epoch 1551 | loss: 0.031163 | val_loss: 0.0311789 | Time: 3295.57 ms [2021-03-22 23:06:23 main:574] : INFO : Epoch 1552 | loss: 0.0311642 | val_loss: 0.0311765 | Time: 3297.76 ms [2021-03-22 23:06:26 main:574] : INFO : Epoch 1553 | loss: 0.0311636 | val_loss: 0.0311768 | Time: 3329.29 ms [2021-03-22 23:06:30 main:574] : INFO : Epoch 1554 | loss: 0.0311651 | val_loss: 0.0311782 | Time: 3166.01 ms [2021-03-22 23:06:33 main:574] : INFO : Epoch 1555 | loss: 0.0311647 | val_loss: 0.0311827 | Time: 3249.7 ms [2021-03-22 23:06:36 main:574] : INFO : Epoch 1556 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 3350.36 ms [2021-03-22 23:06:40 main:574] : INFO : Epoch 1557 | loss: 0.0311633 | val_loss: 0.0311816 | Time: 3296.09 ms [2021-03-22 23:06:43 main:574] : INFO : Epoch 1558 | loss: 0.0311631 | val_loss: 0.0311785 | Time: 3236.34 ms [2021-03-22 23:06:46 main:574] : INFO : Epoch 1559 | loss: 0.0311641 | val_loss: 0.0311781 | Time: 3279.53 ms [2021-03-22 23:06:50 main:574] : INFO : Epoch 1560 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 3353.78 ms [2021-03-22 23:06:53 main:574] : INFO : Epoch 1561 | loss: 0.0311626 | val_loss: 0.031177 | Time: 3208.07 ms [2021-03-22 23:06:56 main:574] : INFO : Epoch 1562 | loss: 0.0311623 | val_loss: 0.0311749 | Time: 3307.48 ms [2021-03-22 23:07:00 main:574] : INFO : Epoch 1563 | loss: 0.0311627 | val_loss: 0.0311851 | Time: 3302.25 ms [2021-03-22 23:07:03 main:574] : INFO : Epoch 1564 | loss: 0.0311608 | val_loss: 0.031182 | Time: 3214.82 ms [2021-03-22 23:07:06 main:574] : INFO : Epoch 1565 | loss: 0.0311611 | val_loss: 0.0311816 | Time: 3295.64 ms [2021-03-22 23:07:09 main:574] : INFO : Epoch 1566 | loss: 0.0311595 | val_loss: 0.0311813 | Time: 3291.64 ms [2021-03-22 23:07:13 main:574] : INFO : Epoch 1567 | loss: 0.0311608 | val_loss: 0.0311826 | Time: 3242.01 ms [2021-03-22 23:07:16 main:574] : INFO : Epoch 1568 | loss: 0.031162 | val_loss: 0.0311811 | Time: 3295.96 ms [2021-03-22 23:07:19 main:574] : INFO : Epoch 1569 | loss: 0.0311633 | val_loss: 0.0311858 | Time: 3251.01 ms [2021-03-22 23:07:23 main:574] : INFO : Epoch 1570 | loss: 0.0311634 | val_loss: 0.031184 | Time: 3315.72 ms [2021-03-22 23:07:26 main:574] : INFO : Epoch 1571 | loss: 0.0311621 | val_loss: 0.0311879 | Time: 3328.99 ms [2021-03-22 23:07:29 main:574] : INFO : Epoch 1572 | loss: 0.0311604 | val_loss: 0.0311841 | Time: 3243.92 ms [2021-03-22 23:07:33 main:574] : INFO : Epoch 1573 | loss: 0.0311615 | val_loss: 0.0311847 | Time: 3313.91 ms [2021-03-22 23:07:36 main:574] : INFO : Epoch 1574 | loss: 0.0311617 | val_loss: 0.0311821 | Time: 3266.52 ms [2021-03-22 23:07:39 main:574] : INFO : Epoch 1575 | loss: 0.0311606 | val_loss: 0.031183 | Time: 3309.52 ms [2021-03-22 23:07:43 main:574] : INFO : Epoch 1576 | loss: 0.0311602 | val_loss: 0.0311842 | Time: 3197.18 ms [2021-03-22 23:07:46 main:574] : INFO : Epoch 1577 | loss: 0.0311606 | val_loss: 0.0311771 | Time: 3236.67 ms [2021-03-22 23:07:49 main:574] : INFO : Epoch 1578 | loss: 0.0311607 | val_loss: 0.0311858 | Time: 3304.1 ms [2021-03-22 23:07:52 main:574] : INFO : Epoch 1579 | loss: 0.0311606 | val_loss: 0.0311835 | Time: 3298.12 ms [2021-03-22 23:07:56 main:574] : INFO : Epoch 1580 | loss: 0.03116 | val_loss: 0.031183 | Time: 3231.77 ms [2021-03-22 23:07:59 main:574] : INFO : Epoch 1581 | loss: 0.03116 | val_loss: 0.0311832 | Time: 3347.31 ms [2021-03-22 23:08:02 main:574] : INFO : Epoch 1582 | loss: 0.0311612 | val_loss: 0.0311855 | Time: 3278.82 ms [2021-03-22 23:08:06 main:574] : INFO : Epoch 1583 | loss: 0.0311627 | val_loss: 0.031186 | Time: 3234.04 ms [2021-03-22 23:08:09 main:574] : INFO : Epoch 1584 | loss: 0.0311645 | val_loss: 0.0311834 | Time: 3283.59 ms [2021-03-22 23:08:12 main:574] : INFO : Epoch 1585 | loss: 0.0311637 | val_loss: 0.0311847 | Time: 3282.97 ms [2021-03-22 23:08:16 main:574] : INFO : Epoch 1586 | loss: 0.0311608 | val_loss: 0.0311878 | Time: 3401.82 ms [2021-03-22 23:08:19 main:574] : INFO : Epoch 1587 | loss: 0.0311639 | val_loss: 0.0311809 | Time: 3207.03 ms [2021-03-22 23:08:22 main:574] : INFO : Epoch 1588 | loss: 0.0311664 | val_loss: 0.0311789 | Time: 3245.2 ms [2021-03-22 23:08:26 main:574] : INFO : Epoch 1589 | loss: 0.0311656 | val_loss: 0.0311786 | Time: 3311.8 ms [2021-03-22 23:08:29 main:574] : INFO : Epoch 1590 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 3269.43 ms [2021-03-22 23:08:32 main:574] : INFO : Epoch 1591 | loss: 0.0311663 | val_loss: 0.0311781 | Time: 3302.83 ms [2021-03-22 23:08:36 main:574] : INFO : Epoch 1592 | loss: 0.0311665 | val_loss: 0.0311834 | Time: 3296.18 ms [2021-03-22 23:08:39 main:574] : INFO : Epoch 1593 | loss: 0.0311671 | val_loss: 0.031178 | Time: 3263.78 ms [2021-03-22 23:08:42 main:574] : INFO : Epoch 1594 | loss: 0.0311644 | val_loss: 0.0311774 | Time: 3222.93 ms [2021-03-22 23:08:45 main:574] : INFO : Epoch 1595 | loss: 0.0311668 | val_loss: 0.0311798 | Time: 3354.62 ms [2021-03-22 23:08:49 main:574] : INFO : Epoch 1596 | loss: 0.0311669 | val_loss: 0.0311767 | Time: 3325.59 ms [2021-03-22 23:08:52 main:574] : INFO : Epoch 1597 | loss: 0.031166 | val_loss: 0.0311798 | Time: 3331.41 ms [2021-03-22 23:08:55 main:574] : INFO : Epoch 1598 | loss: 0.0311665 | val_loss: 0.031179 | Time: 3207.39 ms [2021-03-22 23:08:59 main:574] : INFO : Epoch 1599 | loss: 0.031165 | val_loss: 0.031177 | Time: 3245.75 ms [2021-03-22 23:09:02 main:574] : INFO : Epoch 1600 | loss: 0.0311666 | val_loss: 0.0311781 | Time: 3304.64 ms [2021-03-22 23:09:05 main:574] : INFO : Epoch 1601 | loss: 0.0311666 | val_loss: 0.0311806 | Time: 3258.81 ms [2021-03-22 23:09:09 main:574] : INFO : Epoch 1602 | loss: 0.0311662 | val_loss: 0.0311796 | Time: 3295.47 ms [2021-03-22 23:09:12 main:574] : INFO : Epoch 1603 | loss: 0.0311652 | val_loss: 0.0311803 | Time: 3256.8 ms [2021-03-22 23:09:15 main:574] : INFO : Epoch 1604 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 3295.5 ms [2021-03-22 23:09:19 main:574] : INFO : Epoch 1605 | loss: 0.0311686 | val_loss: 0.0311792 | Time: 3310.21 ms [2021-03-22 23:09:22 main:574] : INFO : Epoch 1606 | loss: 0.0311695 | val_loss: 0.0311826 | Time: 3217.43 ms [2021-03-22 23:09:25 main:574] : INFO : Epoch 1607 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 3262.16 ms [2021-03-22 23:09:29 main:574] : INFO : Epoch 1608 | loss: 0.0311669 | val_loss: 0.031176 | Time: 3354.95 ms [2021-03-22 23:09:32 main:574] : INFO : Epoch 1609 | loss: 0.0311687 | val_loss: 0.031184 | Time: 3263.18 ms [2021-03-22 23:09:35 main:574] : INFO : Epoch 1610 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 3322.19 ms [2021-03-22 23:09:38 main:574] : INFO : Epoch 1611 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 3266.12 ms [2021-03-22 23:09:42 main:574] : INFO : Epoch 1612 | loss: 0.0311664 | val_loss: 0.0311766 | Time: 3176.49 ms [2021-03-22 23:09:45 main:574] : INFO : Epoch 1613 | loss: 0.0311657 | val_loss: 0.0311757 | Time: 3288.61 ms [2021-03-22 23:09:48 main:574] : INFO : Epoch 1614 | loss: 0.0311652 | val_loss: 0.0311777 | Time: 3297.25 ms [2021-03-22 23:09:52 main:574] : INFO : Epoch 1615 | loss: 0.0311658 | val_loss: 0.0311831 | Time: 3176.48 ms [2021-03-22 23:09:55 main:574] : INFO : Epoch 1616 | loss: 0.0311669 | val_loss: 0.0311748 | Time: 3314.35 ms [2021-03-22 23:09:58 main:574] : INFO : Epoch 1617 | loss: 0.0311649 | val_loss: 0.0311757 | Time: 3267.98 ms [2021-03-22 23:10:02 main:574] : INFO : Epoch 1618 | loss: 0.0311648 | val_loss: 0.0311743 | Time: 3302.05 ms [2021-03-22 23:10:05 main:574] : INFO : Epoch 1619 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 3226.18 ms [2021-03-22 23:10:08 main:574] : INFO : Epoch 1620 | loss: 0.0311635 | val_loss: 0.0311743 | Time: 3317.73 ms [2021-03-22 23:10:11 main:574] : INFO : Epoch 1621 | loss: 0.0311635 | val_loss: 0.031179 | Time: 3232.16 ms [2021-03-22 23:10:15 main:574] : INFO : Epoch 1622 | loss: 0.031163 | val_loss: 0.0311758 | Time: 3264.64 ms [2021-03-22 23:10:18 main:574] : INFO : Epoch 1623 | loss: 0.0311625 | val_loss: 0.0311775 | Time: 3259.96 ms [2021-03-22 23:10:21 main:574] : INFO : Epoch 1624 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 3337.45 ms [2021-03-22 23:10:25 main:574] : INFO : Epoch 1625 | loss: 0.0311634 | val_loss: 0.0311862 | Time: 3243.06 ms [2021-03-22 23:10:28 main:574] : INFO : Epoch 1626 | loss: 0.0311673 | val_loss: 0.0311759 | Time: 3392.16 ms [2021-03-22 23:10:31 main:574] : INFO : Epoch 1627 | loss: 0.0311622 | val_loss: 0.0311749 | Time: 3302.87 ms [2021-03-22 23:10:35 main:574] : INFO : Epoch 1628 | loss: 0.0311622 | val_loss: 0.0311798 | Time: 3327.32 ms [2021-03-22 23:10:38 main:574] : INFO : Epoch 1629 | loss: 0.031162 | val_loss: 0.0311784 | Time: 3275.36 ms [2021-03-22 23:10:41 main:574] : INFO : Epoch 1630 | loss: 0.0311624 | val_loss: 0.0311774 | Time: 3329.05 ms [2021-03-22 23:10:45 main:574] : INFO : Epoch 1631 | loss: 0.0311623 | val_loss: 0.0311755 | Time: 3172.17 ms [2021-03-22 23:10:48 main:574] : INFO : Epoch 1632 | loss: 0.0311672 | val_loss: 0.0311824 | Time: 3277.94 ms [2021-03-22 23:10:51 main:574] : INFO : Epoch 1633 | loss: 0.031165 | val_loss: 0.0311778 | Time: 3293.87 ms [2021-03-22 23:10:54 main:574] : INFO : Epoch 1634 | loss: 0.031164 | val_loss: 0.0311771 | Time: 3194.59 ms [2021-03-22 23:10:58 main:574] : INFO : Epoch 1635 | loss: 0.0311633 | val_loss: 0.0311774 | Time: 3284.3 ms [2021-03-22 23:11:01 main:574] : INFO : Epoch 1636 | loss: 0.0311654 | val_loss: 0.0311747 | Time: 3229.49 ms [2021-03-22 23:11:04 main:574] : INFO : Epoch 1637 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 3240.41 ms [2021-03-22 23:11:08 main:574] : INFO : Epoch 1638 | loss: 0.0311664 | val_loss: 0.0311725 | Time: 3209.28 ms [2021-03-22 23:11:11 main:574] : INFO : Epoch 1639 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 3312.59 ms [2021-03-22 23:11:14 main:574] : INFO : Epoch 1640 | loss: 0.0311636 | val_loss: 0.0311774 | Time: 3244.96 ms [2021-03-22 23:11:18 main:574] : INFO : Epoch 1641 | loss: 0.031165 | val_loss: 0.0311769 | Time: 3297.76 ms [2021-03-22 23:11:21 main:574] : INFO : Epoch 1642 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 3275.1 ms [2021-03-22 23:11:24 main:574] : INFO : Epoch 1643 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 3233.59 ms [2021-03-22 23:11:28 main:574] : INFO : Epoch 1644 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 3417.55 ms [2021-03-22 23:11:31 main:574] : INFO : Epoch 1645 | loss: 0.0311633 | val_loss: 0.0311756 | Time: 3371.03 ms [2021-03-22 23:11:34 main:574] : INFO : Epoch 1646 | loss: 0.031163 | val_loss: 0.0311748 | Time: 3360.26 ms [2021-03-22 23:11:38 main:574] : INFO : Epoch 1647 | loss: 0.0311618 | val_loss: 0.0311759 | Time: 3219.72 ms [2021-03-22 23:11:41 main:574] : INFO : Epoch 1648 | loss: 0.031161 | val_loss: 0.0311759 | Time: 3434.91 ms [2021-03-22 23:11:44 main:574] : INFO : Epoch 1649 | loss: 0.0311612 | val_loss: 0.0311819 | Time: 3295.58 ms [2021-03-22 23:11:48 main:574] : INFO : Epoch 1650 | loss: 0.0311639 | val_loss: 0.0311784 | Time: 3310.35 ms [2021-03-22 23:11:51 main:574] : INFO : Epoch 1651 | loss: 0.0311633 | val_loss: 0.031178 | Time: 3329.3 ms [2021-03-22 23:11:54 main:574] : INFO : Epoch 1652 | loss: 0.0311613 | val_loss: 0.0311767 | Time: 3261.69 ms [2021-03-22 23:11:58 main:574] : INFO : Epoch 1653 | loss: 0.0312674 | val_loss: 0.0316178 | Time: 3320.19 ms [2021-03-22 23:12:01 main:574] : INFO : Epoch 1654 | loss: 0.0369634 | val_loss: 0.0358294 | Time: 3328.72 ms [2021-03-22 23:12:04 main:574] : INFO : Epoch 1655 | loss: 0.0339902 | val_loss: 0.0320301 | Time: 3184.2 ms [2021-03-22 23:12:08 main:574] : INFO : Epoch 1656 | loss: 0.0315612 | val_loss: 0.0313334 | Time: 3259.61 ms [2021-03-22 23:12:11 main:574] : INFO : Epoch 1657 | loss: 0.0312973 | val_loss: 0.03126 | Time: 3235.19 ms [2021-03-22 23:12:14 main:574] : INFO : Epoch 1658 | loss: 0.0312512 | val_loss: 0.0312443 | Time: 3329.46 ms [2021-03-22 23:12:18 main:574] : INFO : Epoch 1659 | loss: 0.031239 | val_loss: 0.0312342 | Time: 3341.41 ms [2021-03-22 23:12:21 main:574] : INFO : Epoch 1660 | loss: 0.0312289 | val_loss: 0.0312217 | Time: 3270.49 ms [2021-03-22 23:12:24 main:574] : INFO : Epoch 1661 | loss: 0.031213 | val_loss: 0.0312116 | Time: 3311.94 ms [2021-03-22 23:12:27 main:574] : INFO : Epoch 1662 | loss: 0.0312007 | val_loss: 0.0311991 | Time: 3152.47 ms [2021-03-22 23:12:31 main:574] : INFO : Epoch 1663 | loss: 0.0311896 | val_loss: 0.0311903 | Time: 3207.83 ms [2021-03-22 23:12:34 main:574] : INFO : Epoch 1664 | loss: 0.0311841 | val_loss: 0.0311878 | Time: 3312.23 ms [2021-03-22 23:12:37 main:574] : INFO : Epoch 1665 | loss: 0.0311809 | val_loss: 0.0311848 | Time: 3452.38 ms [2021-03-22 23:12:41 main:574] : INFO : Epoch 1666 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 3367.79 ms [2021-03-22 23:12:44 main:574] : INFO : Epoch 1667 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 3454.23 ms [2021-03-22 23:12:48 main:574] : INFO : Epoch 1668 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 3344.66 ms [2021-03-22 23:12:51 main:574] : INFO : Epoch 1669 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 3334.89 ms [2021-03-22 23:12:54 main:574] : INFO : Epoch 1670 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 3243.03 ms [2021-03-22 23:12:58 main:574] : INFO : Epoch 1671 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 3260.54 ms [2021-03-22 23:13:01 main:574] : INFO : Epoch 1672 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 3284.86 ms [2021-03-22 23:13:04 main:574] : INFO : Epoch 1673 | loss: 0.0311709 | val_loss: 0.0311787 | Time: 3270.28 ms [2021-03-22 23:13:08 main:574] : INFO : Epoch 1674 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 3321.11 ms [2021-03-22 23:13:11 main:574] : INFO : Epoch 1675 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 3176.77 ms [2021-03-22 23:13:14 main:574] : INFO : Epoch 1676 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 3228.7 ms [2021-03-22 23:13:17 main:574] : INFO : Epoch 1677 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 3312.58 ms [2021-03-22 23:13:21 main:574] : INFO : Epoch 1678 | loss: 0.031168 | val_loss: 0.0311776 | Time: 3288.08 ms [2021-03-22 23:13:24 main:574] : INFO : Epoch 1679 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 3305.95 ms [2021-03-22 23:13:27 main:574] : INFO : Epoch 1680 | loss: 0.0311667 | val_loss: 0.031176 | Time: 3234.21 ms [2021-03-22 23:13:31 main:574] : INFO : Epoch 1681 | loss: 0.0311659 | val_loss: 0.0311774 | Time: 3219.79 ms [2021-03-22 23:13:34 main:574] : INFO : Epoch 1682 | loss: 0.0311664 | val_loss: 0.031178 | Time: 3249.91 ms [2021-03-22 23:13:37 main:574] : INFO : Epoch 1683 | loss: 0.0311671 | val_loss: 0.0311763 | Time: 3219.94 ms [2021-03-22 23:13:40 main:574] : INFO : Epoch 1684 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 3210.59 ms [2021-03-22 23:13:44 main:574] : INFO : Epoch 1685 | loss: 0.0311659 | val_loss: 0.0311765 | Time: 3243.06 ms [2021-03-22 23:13:47 main:574] : INFO : Epoch 1686 | loss: 0.0311669 | val_loss: 0.0311763 | Time: 3273.95 ms [2021-03-22 23:13:50 main:574] : INFO : Epoch 1687 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 3268.61 ms [2021-03-22 23:13:54 main:574] : INFO : Epoch 1688 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 3338.29 ms [2021-03-22 23:13:57 main:574] : INFO : Epoch 1689 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 3246.95 ms [2021-03-22 23:14:00 main:574] : INFO : Epoch 1690 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 3221.16 ms [2021-03-22 23:14:04 main:574] : INFO : Epoch 1691 | loss: 0.0311641 | val_loss: 0.0311763 | Time: 3252.1 ms [2021-03-22 23:14:07 main:574] : INFO : Epoch 1692 | loss: 0.0311648 | val_loss: 0.0311756 | Time: 3276.97 ms [2021-03-22 23:14:10 main:574] : INFO : Epoch 1693 | loss: 0.0311688 | val_loss: 0.0311761 | Time: 3340.99 ms [2021-03-22 23:14:14 main:574] : INFO : Epoch 1694 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 3337.32 ms [2021-03-22 23:14:17 main:574] : INFO : Epoch 1695 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 3266.69 ms [2021-03-22 23:14:20 main:574] : INFO : Epoch 1696 | loss: 0.0311683 | val_loss: 0.0311754 | Time: 3384.32 ms [2021-03-22 23:14:24 main:574] : INFO : Epoch 1697 | loss: 0.0311671 | val_loss: 0.0311776 | Time: 3308.23 ms [2021-03-22 23:14:27 main:574] : INFO : Epoch 1698 | loss: 0.0311669 | val_loss: 0.0311766 | Time: 3299.39 ms [2021-03-22 23:14:30 main:574] : INFO : Epoch 1699 | loss: 0.0311661 | val_loss: 0.0311766 | Time: 3157.75 ms [2021-03-22 23:14:34 main:574] : INFO : Epoch 1700 | loss: 0.0311667 | val_loss: 0.0311774 | Time: 3291.86 ms [2021-03-22 23:14:37 main:574] : INFO : Epoch 1701 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 3308.53 ms [2021-03-22 23:14:40 main:574] : INFO : Epoch 1702 | loss: 0.0311679 | val_loss: 0.0311767 | Time: 3308.86 ms [2021-03-22 23:14:44 main:574] : INFO : Epoch 1703 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 3284.09 ms [2021-03-22 23:14:47 main:574] : INFO : Epoch 1704 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 3256.28 ms [2021-03-22 23:14:50 main:574] : INFO : Epoch 1705 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 3363.41 ms [2021-03-22 23:14:54 main:574] : INFO : Epoch 1706 | loss: 0.0311645 | val_loss: 0.0311728 | Time: 3311.31 ms [2021-03-22 23:14:57 main:574] : INFO : Epoch 1707 | loss: 0.031165 | val_loss: 0.0311739 | Time: 3275.3 ms [2021-03-22 23:15:00 main:574] : INFO : Epoch 1708 | loss: 0.0311657 | val_loss: 0.0311728 | Time: 3357.93 ms [2021-03-22 23:15:04 main:574] : INFO : Epoch 1709 | loss: 0.031167 | val_loss: 0.0311726 | Time: 3342.77 ms [2021-03-22 23:15:07 main:574] : INFO : Epoch 1710 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 3190.43 ms [2021-03-22 23:15:10 main:574] : INFO : Epoch 1711 | loss: 0.0311649 | val_loss: 0.0311717 | Time: 3318.99 ms [2021-03-22 23:15:13 main:574] : INFO : Epoch 1712 | loss: 0.0311641 | val_loss: 0.0311713 | Time: 3216.9 ms [2021-03-22 23:15:17 main:574] : INFO : Epoch 1713 | loss: 0.0311638 | val_loss: 0.0311707 | Time: 3383.53 ms [2021-03-22 23:15:20 main:574] : INFO : Epoch 1714 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 3265.93 ms [2021-03-22 23:15:23 main:574] : INFO : Epoch 1715 | loss: 0.0311625 | val_loss: 0.0311723 | Time: 3244.95 ms [2021-03-22 23:15:27 main:574] : INFO : Epoch 1716 | loss: 0.0311637 | val_loss: 0.0311734 | Time: 3278.73 ms [2021-03-22 23:15:30 main:574] : INFO : Epoch 1717 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 3232.92 ms [2021-03-22 23:15:33 main:574] : INFO : Epoch 1718 | loss: 0.0311648 | val_loss: 0.0311718 | Time: 3086.03 ms [2021-03-22 23:15:36 main:574] : INFO : Epoch 1719 | loss: 0.0311641 | val_loss: 0.0311759 | Time: 3328.01 ms [2021-03-22 23:15:40 main:574] : INFO : Epoch 1720 | loss: 0.0311628 | val_loss: 0.031174 | Time: 3280.42 ms [2021-03-22 23:15:43 main:574] : INFO : Epoch 1721 | loss: 0.0311619 | val_loss: 0.0311739 | Time: 3239.99 ms [2021-03-22 23:15:46 main:574] : INFO : Epoch 1722 | loss: 0.0311628 | val_loss: 0.0311705 | Time: 3263.64 ms [2021-03-22 23:15:50 main:574] : INFO : Epoch 1723 | loss: 0.0311639 | val_loss: 0.0311751 | Time: 3147.12 ms [2021-03-22 23:15:53 main:574] : INFO : Epoch 1724 | loss: 0.0311618 | val_loss: 0.0311758 | Time: 3285.67 ms [2021-03-22 23:15:56 main:574] : INFO : Epoch 1725 | loss: 0.0311635 | val_loss: 0.0311796 | Time: 3340.91 ms [2021-03-22 23:16:00 main:574] : INFO : Epoch 1726 | loss: 0.0311627 | val_loss: 0.031175 | Time: 3329.86 ms [2021-03-22 23:16:03 main:574] : INFO : Epoch 1727 | loss: 0.0311617 | val_loss: 0.0311728 | Time: 3183.3 ms [2021-03-22 23:16:06 main:574] : INFO : Epoch 1728 | loss: 0.0311616 | val_loss: 0.0311745 | Time: 3375.45 ms [2021-03-22 23:16:10 main:574] : INFO : Epoch 1729 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 3297.12 ms [2021-03-22 23:16:13 main:574] : INFO : Epoch 1730 | loss: 0.0311629 | val_loss: 0.0311763 | Time: 3237.78 ms [2021-03-22 23:16:16 main:574] : INFO : Epoch 1731 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 3290.39 ms [2021-03-22 23:16:19 main:574] : INFO : Epoch 1732 | loss: 0.0311643 | val_loss: 0.0311754 | Time: 3190.59 ms [2021-03-22 23:16:23 main:574] : INFO : Epoch 1733 | loss: 0.0311615 | val_loss: 0.0311733 | Time: 3327.52 ms [2021-03-22 23:16:26 main:574] : INFO : Epoch 1734 | loss: 0.031162 | val_loss: 0.0311727 | Time: 3264.67 ms [2021-03-22 23:16:29 main:574] : INFO : Epoch 1735 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 3204.81 ms [2021-03-22 23:16:33 main:574] : INFO : Epoch 1736 | loss: 0.0311618 | val_loss: 0.0311792 | Time: 3297.38 ms [2021-03-22 23:16:36 main:574] : INFO : Epoch 1737 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 3276.39 ms [2021-03-22 23:16:39 main:574] : INFO : Epoch 1738 | loss: 0.0311629 | val_loss: 0.0311761 | Time: 3344.83 ms [2021-03-22 23:16:43 main:574] : INFO : Epoch 1739 | loss: 0.0311631 | val_loss: 0.0311777 | Time: 3334.22 ms [2021-03-22 23:16:46 main:574] : INFO : Epoch 1740 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 3230 ms [2021-03-22 23:16:49 main:574] : INFO : Epoch 1741 | loss: 0.0311645 | val_loss: 0.0311801 | Time: 3210.58 ms [2021-03-22 23:16:53 main:574] : INFO : Epoch 1742 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 3389.53 ms [2021-03-22 23:16:56 main:574] : INFO : Epoch 1743 | loss: 0.0311705 | val_loss: 0.0311793 | Time: 3240.57 ms [2021-03-22 23:16:59 main:574] : INFO : Epoch 1744 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 3242.41 ms [2021-03-22 23:17:02 main:574] : INFO : Epoch 1745 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 3293.47 ms [2021-03-22 23:17:06 main:574] : INFO : Epoch 1746 | loss: 0.0311695 | val_loss: 0.0311788 | Time: 3137.72 ms [2021-03-22 23:17:09 main:574] : INFO : Epoch 1747 | loss: 0.03117 | val_loss: 0.0311781 | Time: 3321.78 ms [2021-03-22 23:17:12 main:574] : INFO : Epoch 1748 | loss: 0.0311685 | val_loss: 0.031178 | Time: 3274.74 ms [2021-03-22 23:17:16 main:574] : INFO : Epoch 1749 | loss: 0.0311704 | val_loss: 0.0311766 | Time: 3311.72 ms [2021-03-22 23:17:19 main:574] : INFO : Epoch 1750 | loss: 0.0311674 | val_loss: 0.0311786 | Time: 3373.28 ms [2021-03-22 23:17:22 main:574] : INFO : Epoch 1751 | loss: 0.0311698 | val_loss: 0.0311786 | Time: 3313.06 ms [2021-03-22 23:17:26 main:574] : INFO : Epoch 1752 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 3309.28 ms [2021-03-22 23:17:29 main:574] : INFO : Epoch 1753 | loss: 0.031165 | val_loss: 0.0311785 | Time: 3403.77 ms [2021-03-22 23:17:32 main:574] : INFO : Epoch 1754 | loss: 0.0311635 | val_loss: 0.0311786 | Time: 3289.39 ms [2021-03-22 23:17:36 main:574] : INFO : Epoch 1755 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 3280.23 ms [2021-03-22 23:17:39 main:574] : INFO : Epoch 1756 | loss: 0.0311637 | val_loss: 0.0311796 | Time: 3225.27 ms [2021-03-22 23:17:42 main:574] : INFO : Epoch 1757 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 3235.25 ms [2021-03-22 23:17:46 main:574] : INFO : Epoch 1758 | loss: 0.0311637 | val_loss: 0.0311795 | Time: 3243.01 ms [2021-03-22 23:17:49 main:574] : INFO : Epoch 1759 | loss: 0.0311641 | val_loss: 0.0311795 | Time: 3230.5 ms [2021-03-22 23:17:52 main:574] : INFO : Epoch 1760 | loss: 0.0311622 | val_loss: 0.0311826 | Time: 3175.46 ms [2021-03-22 23:17:55 main:574] : INFO : Epoch 1761 | loss: 0.0311628 | val_loss: 0.0311796 | Time: 3322.17 ms [2021-03-22 23:17:59 main:574] : INFO : Epoch 1762 | loss: 0.0311614 | val_loss: 0.0311816 | Time: 3335.18 ms [2021-03-22 23:18:02 main:574] : INFO : Epoch 1763 | loss: 0.0311622 | val_loss: 0.0311807 | Time: 3270.54 ms [2021-03-22 23:18:05 main:574] : INFO : Epoch 1764 | loss: 0.0311629 | val_loss: 0.0311795 | Time: 3334.29 ms [2021-03-22 23:18:09 main:574] : INFO : Epoch 1765 | loss: 0.0311625 | val_loss: 0.0311798 | Time: 3248.84 ms [2021-03-22 23:18:12 main:574] : INFO : Epoch 1766 | loss: 0.0311622 | val_loss: 0.0311778 | Time: 3360.34 ms [2021-03-22 23:18:15 main:574] : INFO : Epoch 1767 | loss: 0.031163 | val_loss: 0.0311746 | Time: 3224.18 ms [2021-03-22 23:18:19 main:574] : INFO : Epoch 1768 | loss: 0.0311634 | val_loss: 0.0311752 | Time: 3386.28 ms [2021-03-22 23:18:22 main:574] : INFO : Epoch 1769 | loss: 0.0311634 | val_loss: 0.0311751 | Time: 3251.34 ms [2021-03-22 23:18:25 main:574] : INFO : Epoch 1770 | loss: 0.0311636 | val_loss: 0.031177 | Time: 3391.64 ms [2021-03-22 23:18:29 main:574] : INFO : Epoch 1771 | loss: 0.0311629 | val_loss: 0.031175 | Time: 3279.03 ms [2021-03-22 23:18:32 main:574] : INFO : Epoch 1772 | loss: 0.0311621 | val_loss: 0.0311745 | Time: 3275.39 ms [2021-03-22 23:18:35 main:574] : INFO : Epoch 1773 | loss: 0.0311627 | val_loss: 0.0311774 | Time: 3261.34 ms [2021-03-22 23:18:39 main:574] : INFO : Epoch 1774 | loss: 0.0311632 | val_loss: 0.031173 | Time: 3246.85 ms [2021-03-22 23:18:42 main:574] : INFO : Epoch 1775 | loss: 0.0311652 | val_loss: 0.0311732 | Time: 3408.55 ms [2021-03-22 23:18:45 main:574] : INFO : Epoch 1776 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 3239.12 ms [2021-03-22 23:18:49 main:574] : INFO : Epoch 1777 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 3298 ms [2021-03-22 23:18:52 main:574] : INFO : Epoch 1778 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 3340.04 ms [2021-03-22 23:18:55 main:574] : INFO : Epoch 1779 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 3314.9 ms [2021-03-22 23:18:59 main:574] : INFO : Epoch 1780 | loss: 0.0311613 | val_loss: 0.0311748 | Time: 3278.32 ms [2021-03-22 23:19:02 main:574] : INFO : Epoch 1781 | loss: 0.0311628 | val_loss: 0.0311739 | Time: 3109.83 ms [2021-03-22 23:19:05 main:574] : INFO : Epoch 1782 | loss: 0.0311633 | val_loss: 0.031175 | Time: 3291.71 ms [2021-03-22 23:19:08 main:574] : INFO : Epoch 1783 | loss: 0.0311606 | val_loss: 0.0311747 | Time: 3218.05 ms [2021-03-22 23:19:12 main:574] : INFO : Epoch 1784 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 3185.37 ms [2021-03-22 23:19:15 main:574] : INFO : Epoch 1785 | loss: 0.0311599 | val_loss: 0.0311734 | Time: 3382.74 ms [2021-03-22 23:19:18 main:574] : INFO : Epoch 1786 | loss: 0.0311618 | val_loss: 0.0311746 | Time: 3366.62 ms [2021-03-22 23:19:22 main:574] : INFO : Epoch 1787 | loss: 0.0311612 | val_loss: 0.031174 | Time: 3249.06 ms [2021-03-22 23:19:25 main:574] : INFO : Epoch 1788 | loss: 0.0311611 | val_loss: 0.0311752 | Time: 3202.86 ms [2021-03-22 23:19:28 main:574] : INFO : Epoch 1789 | loss: 0.0311601 | val_loss: 0.0311771 | Time: 3316.64 ms [2021-03-22 23:19:32 main:574] : INFO : Epoch 1790 | loss: 0.031161 | val_loss: 0.0311747 | Time: 3324.28 ms [2021-03-22 23:19:35 main:574] : INFO : Epoch 1791 | loss: 0.0311606 | val_loss: 0.0311729 | Time: 3334.56 ms [2021-03-22 23:19:38 main:574] : INFO : Epoch 1792 | loss: 0.0311608 | val_loss: 0.0311745 | Time: 3204.71 ms [2021-03-22 23:19:42 main:574] : INFO : Epoch 1793 | loss: 0.03116 | val_loss: 0.0311736 | Time: 3325.71 ms [2021-03-22 23:19:45 main:574] : INFO : Epoch 1794 | loss: 0.0311579 | val_loss: 0.0311762 | Time: 3322.67 ms [2021-03-22 23:19:48 main:574] : INFO : Epoch 1795 | loss: 0.0311588 | val_loss: 0.0311739 | Time: 3219.33 ms [2021-03-22 23:19:52 main:574] : INFO : Epoch 1796 | loss: 0.0311585 | val_loss: 0.031174 | Time: 3430.81 ms [2021-03-22 23:19:55 main:574] : INFO : Epoch 1797 | loss: 0.0311594 | val_loss: 0.0311771 | Time: 3264.12 ms [2021-03-22 23:19:58 main:574] : INFO : Epoch 1798 | loss: 0.031159 | val_loss: 0.0311747 | Time: 3192.9 ms [2021-03-22 23:20:02 main:574] : INFO : Epoch 1799 | loss: 0.0311619 | val_loss: 0.031174 | Time: 3308.38 ms [2021-03-22 23:20:05 main:574] : INFO : Epoch 1800 | loss: 0.0311624 | val_loss: 0.0311726 | Time: 3339.03 ms [2021-03-22 23:20:08 main:574] : INFO : Epoch 1801 | loss: 0.0311601 | val_loss: 0.0311735 | Time: 3238.87 ms [2021-03-22 23:20:11 main:574] : INFO : Epoch 1802 | loss: 0.0311608 | val_loss: 0.031173 | Time: 3310.17 ms [2021-03-22 23:20:15 main:574] : INFO : Epoch 1803 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 3324.56 ms [2021-03-22 23:20:18 main:574] : INFO : Epoch 1804 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 3213.52 ms [2021-03-22 23:20:22 main:574] : INFO : Epoch 1805 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 3416.8 ms [2021-03-22 23:20:25 main:574] : INFO : Epoch 1806 | loss: 0.0311639 | val_loss: 0.0311772 | Time: 3355.7 ms [2021-03-22 23:20:28 main:574] : INFO : Epoch 1807 | loss: 0.0311626 | val_loss: 0.0311752 | Time: 3288.23 ms [2021-03-22 23:20:32 main:574] : INFO : Epoch 1808 | loss: 0.0311648 | val_loss: 0.0311823 | Time: 3290.9 ms [2021-03-22 23:20:35 main:574] : INFO : Epoch 1809 | loss: 0.0311652 | val_loss: 0.0311756 | Time: 3338.71 ms [2021-03-22 23:20:38 main:574] : INFO : Epoch 1810 | loss: 0.0311617 | val_loss: 0.0311756 | Time: 3174.36 ms [2021-03-22 23:20:41 main:574] : INFO : Epoch 1811 | loss: 0.0311611 | val_loss: 0.031174 | Time: 3196.08 ms [2021-03-22 23:20:45 main:574] : INFO : Epoch 1812 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 3327.99 ms [2021-03-22 23:20:48 main:574] : INFO : Epoch 1813 | loss: 0.0311603 | val_loss: 0.0311788 | Time: 3267.92 ms [2021-03-22 23:20:51 main:574] : INFO : Epoch 1814 | loss: 0.0311623 | val_loss: 0.0311795 | Time: 3392.07 ms [2021-03-22 23:20:55 main:574] : INFO : Epoch 1815 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 3221.06 ms [2021-03-22 23:20:58 main:574] : INFO : Epoch 1816 | loss: 0.0311627 | val_loss: 0.0311752 | Time: 3227.74 ms [2021-03-22 23:21:01 main:574] : INFO : Epoch 1817 | loss: 0.0311607 | val_loss: 0.0311757 | Time: 3224.15 ms [2021-03-22 23:21:04 main:574] : INFO : Epoch 1818 | loss: 0.0311608 | val_loss: 0.0311753 | Time: 3203.9 ms [2021-03-22 23:21:08 main:574] : INFO : Epoch 1819 | loss: 0.0311603 | val_loss: 0.0311744 | Time: 3285.51 ms [2021-03-22 23:21:11 main:574] : INFO : Epoch 1820 | loss: 0.0311592 | val_loss: 0.0311739 | Time: 3333.15 ms [2021-03-22 23:21:14 main:574] : INFO : Epoch 1821 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 3207.78 ms [2021-03-22 23:21:18 main:574] : INFO : Epoch 1822 | loss: 0.0311646 | val_loss: 0.0311724 | Time: 3339.61 ms [2021-03-22 23:21:21 main:574] : INFO : Epoch 1823 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 3284.8 ms [2021-03-22 23:21:24 main:574] : INFO : Epoch 1824 | loss: 0.0311656 | val_loss: 0.0311719 | Time: 3283.61 ms [2021-03-22 23:21:28 main:574] : INFO : Epoch 1825 | loss: 0.0311656 | val_loss: 0.0311733 | Time: 3360.01 ms [2021-03-22 23:21:31 main:574] : INFO : Epoch 1826 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 3251.04 ms [2021-03-22 23:21:34 main:574] : INFO : Epoch 1827 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 3337.11 ms [2021-03-22 23:21:38 main:574] : INFO : Epoch 1828 | loss: 0.0311662 | val_loss: 0.0311731 | Time: 3262.13 ms [2021-03-22 23:21:41 main:574] : INFO : Epoch 1829 | loss: 0.0311657 | val_loss: 0.0311772 | Time: 3320.6 ms [2021-03-22 23:21:44 main:574] : INFO : Epoch 1830 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 3298.16 ms [2021-03-22 23:21:48 main:574] : INFO : Epoch 1831 | loss: 0.0311631 | val_loss: 0.0311723 | Time: 3297.96 ms [2021-03-22 23:21:51 main:574] : INFO : Epoch 1832 | loss: 0.0311617 | val_loss: 0.0311719 | Time: 3230.54 ms [2021-03-22 23:21:54 main:574] : INFO : Epoch 1833 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 3295.95 ms [2021-03-22 23:21:58 main:574] : INFO : Epoch 1834 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 3224.56 ms [2021-03-22 23:22:01 main:574] : INFO : Epoch 1835 | loss: 0.0311611 | val_loss: 0.0311703 | Time: 3366.58 ms [2021-03-22 23:22:04 main:574] : INFO : Epoch 1836 | loss: 0.031161 | val_loss: 0.0311701 | Time: 3304.64 ms [2021-03-22 23:22:08 main:574] : INFO : Epoch 1837 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 3334.87 ms [2021-03-22 23:22:11 main:574] : INFO : Epoch 1838 | loss: 0.0311606 | val_loss: 0.0311731 | Time: 3332.53 ms [2021-03-22 23:22:14 main:574] : INFO : Epoch 1839 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 3308.33 ms [2021-03-22 23:22:18 main:574] : INFO : Epoch 1840 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 3243.75 ms [2021-03-22 23:22:21 main:574] : INFO : Epoch 1841 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 3243.7 ms [2021-03-22 23:22:24 main:574] : INFO : Epoch 1842 | loss: 0.0311582 | val_loss: 0.0311723 | Time: 3182.67 ms [2021-03-22 23:22:27 main:574] : INFO : Epoch 1843 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 3096.05 ms [2021-03-22 23:22:31 main:574] : INFO : Epoch 1844 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 3256.47 ms [2021-03-22 23:22:34 main:574] : INFO : Epoch 1845 | loss: 0.0311587 | val_loss: 0.0311723 | Time: 3238.97 ms [2021-03-22 23:22:37 main:574] : INFO : Epoch 1846 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 3172.4 ms [2021-03-22 23:22:40 main:574] : INFO : Epoch 1847 | loss: 0.0311587 | val_loss: 0.0311714 | Time: 3270.81 ms [2021-03-22 23:22:44 main:574] : INFO : Epoch 1848 | loss: 0.0311585 | val_loss: 0.0311736 | Time: 3259.1 ms [2021-03-22 23:22:47 main:574] : INFO : Epoch 1849 | loss: 0.0311589 | val_loss: 0.0311715 | Time: 3243.49 ms [2021-03-22 23:22:50 main:574] : INFO : Epoch 1850 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 3313.92 ms [2021-03-22 23:22:54 main:574] : INFO : Epoch 1851 | loss: 0.031161 | val_loss: 0.0311807 | Time: 3285.13 ms [2021-03-22 23:22:57 main:574] : INFO : Epoch 1852 | loss: 0.0311625 | val_loss: 0.0311716 | Time: 3260.3 ms [2021-03-22 23:23:00 main:574] : INFO : Epoch 1853 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 3288.63 ms [2021-03-22 23:23:03 main:574] : INFO : Epoch 1854 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 3261.02 ms [2021-03-22 23:23:07 main:574] : INFO : Epoch 1855 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 3229.81 ms [2021-03-22 23:23:10 main:574] : INFO : Epoch 1856 | loss: 0.0311588 | val_loss: 0.0311722 | Time: 3297.04 ms [2021-03-22 23:23:13 main:574] : INFO : Epoch 1857 | loss: 0.0311634 | val_loss: 0.0311724 | Time: 3305.51 ms [2021-03-22 23:23:17 main:574] : INFO : Epoch 1858 | loss: 0.0311626 | val_loss: 0.031175 | Time: 3314.56 ms [2021-03-22 23:23:20 main:574] : INFO : Epoch 1859 | loss: 0.0311614 | val_loss: 0.0311753 | Time: 3270.81 ms [2021-03-22 23:23:23 main:574] : INFO : Epoch 1860 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 3255.37 ms [2021-03-22 23:23:27 main:574] : INFO : Epoch 1861 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 3253.35 ms [2021-03-22 23:23:30 main:574] : INFO : Epoch 1862 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 3349.48 ms [2021-03-22 23:23:33 main:574] : INFO : Epoch 1863 | loss: 0.0311609 | val_loss: 0.0311747 | Time: 3244.39 ms [2021-03-22 23:23:37 main:574] : INFO : Epoch 1864 | loss: 0.0311601 | val_loss: 0.0311731 | Time: 3244.02 ms [2021-03-22 23:23:40 main:574] : INFO : Epoch 1865 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 3218.2 ms [2021-03-22 23:23:43 main:574] : INFO : Epoch 1866 | loss: 0.0311618 | val_loss: 0.0311734 | Time: 3356.75 ms [2021-03-22 23:23:47 main:574] : INFO : Epoch 1867 | loss: 0.031162 | val_loss: 0.0311743 | Time: 3300.63 ms [2021-03-22 23:23:50 main:574] : INFO : Epoch 1868 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 3295.52 ms [2021-03-22 23:23:53 main:574] : INFO : Epoch 1869 | loss: 0.0311633 | val_loss: 0.0311763 | Time: 3230.3 ms [2021-03-22 23:23:57 main:574] : INFO : Epoch 1870 | loss: 0.0311625 | val_loss: 0.0311778 | Time: 3281.96 ms [2021-03-22 23:24:00 main:574] : INFO : Epoch 1871 | loss: 0.0311608 | val_loss: 0.031176 | Time: 3223.44 ms [2021-03-22 23:24:03 main:574] : INFO : Epoch 1872 | loss: 0.0311598 | val_loss: 0.031172 | Time: 3241.57 ms [2021-03-22 23:24:06 main:574] : INFO : Epoch 1873 | loss: 0.0311599 | val_loss: 0.031172 | Time: 3244.87 ms [2021-03-22 23:24:10 main:574] : INFO : Epoch 1874 | loss: 0.031159 | val_loss: 0.0311715 | Time: 3344.35 ms [2021-03-22 23:24:13 main:574] : INFO : Epoch 1875 | loss: 0.0311602 | val_loss: 0.0311741 | Time: 3338.86 ms [2021-03-22 23:24:16 main:574] : INFO : Epoch 1876 | loss: 0.0311594 | val_loss: 0.0311757 | Time: 3352.29 ms [2021-03-22 23:24:20 main:574] : INFO : Epoch 1877 | loss: 0.0311616 | val_loss: 0.0311777 | Time: 3312.33 ms [2021-03-22 23:24:23 main:574] : INFO : Epoch 1878 | loss: 0.031162 | val_loss: 0.0311753 | Time: 3390.48 ms [2021-03-22 23:24:27 main:574] : INFO : Epoch 1879 | loss: 0.0311623 | val_loss: 0.0311726 | Time: 3235.09 ms [2021-03-22 23:24:30 main:574] : INFO : Epoch 1880 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 3304.33 ms [2021-03-22 23:24:33 main:574] : INFO : Epoch 1881 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 3259.25 ms [2021-03-22 23:24:36 main:574] : INFO : Epoch 1882 | loss: 0.0311593 | val_loss: 0.0311763 | Time: 3239.98 ms [2021-03-22 23:24:40 main:574] : INFO : Epoch 1883 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 3166.14 ms [2021-03-22 23:24:43 main:574] : INFO : Epoch 1884 | loss: 0.0311584 | val_loss: 0.0311712 | Time: 3308.22 ms [2021-03-22 23:24:46 main:574] : INFO : Epoch 1885 | loss: 0.0311587 | val_loss: 0.0311723 | Time: 3342.49 ms [2021-03-22 23:24:50 main:574] : INFO : Epoch 1886 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 3229.06 ms [2021-03-22 23:24:53 main:574] : INFO : Epoch 1887 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 3241.54 ms [2021-03-22 23:24:56 main:574] : INFO : Epoch 1888 | loss: 0.0311602 | val_loss: 0.0311725 | Time: 3320.85 ms [2021-03-22 23:24:59 main:574] : INFO : Epoch 1889 | loss: 0.0311582 | val_loss: 0.0311734 | Time: 3259.03 ms [2021-03-22 23:25:03 main:574] : INFO : Epoch 1890 | loss: 0.0311577 | val_loss: 0.0311739 | Time: 3293.9 ms [2021-03-22 23:25:06 main:574] : INFO : Epoch 1891 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 3358.09 ms [2021-03-22 23:25:10 main:574] : INFO : Epoch 1892 | loss: 0.0311573 | val_loss: 0.0311741 | Time: 3305.95 ms [2021-03-22 23:25:13 main:574] : INFO : Epoch 1893 | loss: 0.0311588 | val_loss: 0.0311729 | Time: 3287.49 ms [2021-03-22 23:25:16 main:574] : INFO : Epoch 1894 | loss: 0.0311572 | val_loss: 0.0311741 | Time: 3262.63 ms [2021-03-22 23:25:19 main:574] : INFO : Epoch 1895 | loss: 0.0311582 | val_loss: 0.0311752 | Time: 3216.09 ms [2021-03-22 23:25:23 main:574] : INFO : Epoch 1896 | loss: 0.031159 | val_loss: 0.0311744 | Time: 3223.99 ms [2021-03-22 23:25:26 main:574] : INFO : Epoch 1897 | loss: 0.0311593 | val_loss: 0.0311738 | Time: 3164.26 ms [2021-03-22 23:25:29 main:574] : INFO : Epoch 1898 | loss: 0.031162 | val_loss: 0.0311743 | Time: 3412.93 ms [2021-03-22 23:25:33 main:574] : INFO : Epoch 1899 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 3231.42 ms [2021-03-22 23:25:36 main:574] : INFO : Epoch 1900 | loss: 0.0311635 | val_loss: 0.031176 | Time: 3272.26 ms [2021-03-22 23:25:39 main:574] : INFO : Epoch 1901 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 3304.99 ms [2021-03-22 23:25:43 main:574] : INFO : Epoch 1902 | loss: 0.031164 | val_loss: 0.0311731 | Time: 3336.9 ms [2021-03-22 23:25:46 main:574] : INFO : Epoch 1903 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 3263.43 ms [2021-03-22 23:25:49 main:574] : INFO : Epoch 1904 | loss: 0.0311645 | val_loss: 0.0311764 | Time: 3202.88 ms [2021-03-22 23:25:52 main:574] : INFO : Epoch 1905 | loss: 0.0311654 | val_loss: 0.0311767 | Time: 3168.6 ms [2021-03-22 23:25:56 main:574] : INFO : Epoch 1906 | loss: 0.031161 | val_loss: 0.0311756 | Time: 3274.91 ms [2021-03-22 23:25:59 main:574] : INFO : Epoch 1907 | loss: 0.0311606 | val_loss: 0.0311769 | Time: 3300.81 ms [2021-03-22 23:26:02 main:574] : INFO : Epoch 1908 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 3219.9 ms [2021-03-22 23:26:05 main:574] : INFO : Epoch 1909 | loss: 0.0311597 | val_loss: 0.0311741 | Time: 3188.57 ms [2021-03-22 23:26:09 main:574] : INFO : Epoch 1910 | loss: 0.0311597 | val_loss: 0.0311746 | Time: 3286.68 ms [2021-03-22 23:26:12 main:574] : INFO : Epoch 1911 | loss: 0.031159 | val_loss: 0.0311784 | Time: 3223.82 ms [2021-03-22 23:26:15 main:574] : INFO : Epoch 1912 | loss: 0.0311638 | val_loss: 0.0311812 | Time: 3305.26 ms [2021-03-22 23:26:19 main:574] : INFO : Epoch 1913 | loss: 0.0311625 | val_loss: 0.0311784 | Time: 3340.73 ms [2021-03-22 23:26:22 main:574] : INFO : Epoch 1914 | loss: 0.0311613 | val_loss: 0.0311806 | Time: 3175.64 ms [2021-03-22 23:26:25 main:574] : INFO : Epoch 1915 | loss: 0.03116 | val_loss: 0.0311788 | Time: 3305.26 ms [2021-03-22 23:26:28 main:574] : INFO : Epoch 1916 | loss: 0.031161 | val_loss: 0.0311784 | Time: 3147.54 ms [2021-03-22 23:26:32 main:574] : INFO : Epoch 1917 | loss: 0.0311606 | val_loss: 0.0311805 | Time: 3380.04 ms [2021-03-22 23:26:35 main:574] : INFO : Epoch 1918 | loss: 0.031159 | val_loss: 0.0311813 | Time: 3326.82 ms [2021-03-22 23:26:38 main:574] : INFO : Epoch 1919 | loss: 0.0311592 | val_loss: 0.0311762 | Time: 3295.88 ms [2021-03-22 23:26:42 main:574] : INFO : Epoch 1920 | loss: 0.0311601 | val_loss: 0.0311896 | Time: 3336.21 ms [2021-03-22 23:26:45 main:574] : INFO : Epoch 1921 | loss: 0.0311621 | val_loss: 0.0311756 | Time: 3232.12 ms [2021-03-22 23:26:48 main:574] : INFO : Epoch 1922 | loss: 0.0311587 | val_loss: 0.0311754 | Time: 3199.42 ms [2021-03-22 23:26:52 main:574] : INFO : Epoch 1923 | loss: 0.0311572 | val_loss: 0.0311781 | Time: 3303.52 ms [2021-03-22 23:26:55 main:574] : INFO : Epoch 1924 | loss: 0.0311578 | val_loss: 0.0311749 | Time: 3328.33 ms [2021-03-22 23:26:58 main:574] : INFO : Epoch 1925 | loss: 0.031158 | val_loss: 0.0311769 | Time: 3215.85 ms [2021-03-22 23:27:02 main:574] : INFO : Epoch 1926 | loss: 0.0311592 | val_loss: 0.0311758 | Time: 3287.7 ms [2021-03-22 23:27:05 main:574] : INFO : Epoch 1927 | loss: 0.0311591 | val_loss: 0.0311743 | Time: 3289 ms [2021-03-22 23:27:08 main:574] : INFO : Epoch 1928 | loss: 0.0311576 | val_loss: 0.0311776 | Time: 3459.17 ms [2021-03-22 23:27:12 main:574] : INFO : Epoch 1929 | loss: 0.0311587 | val_loss: 0.0311767 | Time: 3307.93 ms [2021-03-22 23:27:15 main:574] : INFO : Epoch 1930 | loss: 0.0311589 | val_loss: 0.0311771 | Time: 3263.49 ms [2021-03-22 23:27:18 main:574] : INFO : Epoch 1931 | loss: 0.0311581 | val_loss: 0.0311779 | Time: 3141.42 ms [2021-03-22 23:27:21 main:574] : INFO : Epoch 1932 | loss: 0.0311583 | val_loss: 0.0311748 | Time: 3192.15 ms [2021-03-22 23:27:25 main:574] : INFO : Epoch 1933 | loss: 0.0311572 | val_loss: 0.0311762 | Time: 3265.65 ms [2021-03-22 23:27:28 main:574] : INFO : Epoch 1934 | loss: 0.0311582 | val_loss: 0.0311775 | Time: 3369.47 ms [2021-03-22 23:27:31 main:574] : INFO : Epoch 1935 | loss: 0.0311571 | val_loss: 0.0311777 | Time: 3295.45 ms [2021-03-22 23:27:35 main:574] : INFO : Epoch 1936 | loss: 0.0311577 | val_loss: 0.031176 | Time: 3205.82 ms [2021-03-22 23:27:38 main:574] : INFO : Epoch 1937 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 3258.43 ms [2021-03-22 23:27:41 main:574] : INFO : Epoch 1938 | loss: 0.0311605 | val_loss: 0.0311764 | Time: 3276.06 ms [2021-03-22 23:27:45 main:574] : INFO : Epoch 1939 | loss: 0.0311597 | val_loss: 0.0311758 | Time: 3226.16 ms [2021-03-22 23:27:48 main:574] : INFO : Epoch 1940 | loss: 0.0311599 | val_loss: 0.0311785 | Time: 3331.98 ms [2021-03-22 23:27:51 main:574] : INFO : Epoch 1941 | loss: 0.0311594 | val_loss: 0.0311796 | Time: 3306.04 ms [2021-03-22 23:27:55 main:574] : INFO : Epoch 1942 | loss: 0.0311569 | val_loss: 0.031177 | Time: 3289.2 ms [2021-03-22 23:27:58 main:574] : INFO : Epoch 1943 | loss: 0.0311579 | val_loss: 0.0311774 | Time: 3261.23 ms [2021-03-22 23:28:01 main:574] : INFO : Epoch 1944 | loss: 0.0311567 | val_loss: 0.0311779 | Time: 3241.13 ms [2021-03-22 23:28:04 main:574] : INFO : Epoch 1945 | loss: 0.0311564 | val_loss: 0.0311764 | Time: 3280.79 ms [2021-03-22 23:28:08 main:574] : INFO : Epoch 1946 | loss: 0.0311564 | val_loss: 0.0311797 | Time: 3226.53 ms [2021-03-22 23:28:11 main:574] : INFO : Epoch 1947 | loss: 0.0311577 | val_loss: 0.0311804 | Time: 3223.4 ms [2021-03-22 23:28:14 main:574] : INFO : Epoch 1948 | loss: 0.0311545 | val_loss: 0.0311794 | Time: 3243.43 ms [2021-03-22 23:28:17 main:574] : INFO : Epoch 1949 | loss: 0.0311553 | val_loss: 0.0311795 | Time: 3214.08 ms [2021-03-22 23:28:21 main:574] : INFO : Epoch 1950 | loss: 0.0311547 | val_loss: 0.0311779 | Time: 3202.4 ms [2021-03-22 23:28:24 main:574] : INFO : Epoch 1951 | loss: 0.0311554 | val_loss: 0.031179 | Time: 3261.65 ms [2021-03-22 23:28:27 main:574] : INFO : Epoch 1952 | loss: 0.0311587 | val_loss: 0.0311786 | Time: 3285.63 ms [2021-03-22 23:28:31 main:574] : INFO : Epoch 1953 | loss: 0.0311588 | val_loss: 0.0311783 | Time: 3266.57 ms [2021-03-22 23:28:34 main:574] : INFO : Epoch 1954 | loss: 0.0311577 | val_loss: 0.0311767 | Time: 3145.36 ms [2021-03-22 23:28:37 main:574] : INFO : Epoch 1955 | loss: 0.0311587 | val_loss: 0.0311842 | Time: 3265.76 ms [2021-03-22 23:28:40 main:574] : INFO : Epoch 1956 | loss: 0.0311585 | val_loss: 0.0311789 | Time: 3306.74 ms [2021-03-22 23:28:44 main:574] : INFO : Epoch 1957 | loss: 0.0311556 | val_loss: 0.0311787 | Time: 3242.61 ms [2021-03-22 23:28:47 main:574] : INFO : Epoch 1958 | loss: 0.0311556 | val_loss: 0.0311789 | Time: 3379.06 ms [2021-03-22 23:28:50 main:574] : INFO : Epoch 1959 | loss: 0.0311579 | val_loss: 0.0311797 | Time: 3288.75 ms [2021-03-22 23:28:54 main:574] : INFO : Epoch 1960 | loss: 0.0311567 | val_loss: 0.0311807 | Time: 3254.48 ms [2021-03-22 23:28:57 main:574] : INFO : Epoch 1961 | loss: 0.0311569 | val_loss: 0.0311784 | Time: 3242.09 ms [2021-03-22 23:29:00 main:574] : INFO : Epoch 1962 | loss: 0.0311548 | val_loss: 0.0311802 | Time: 3309.83 ms [2021-03-22 23:29:04 main:574] : INFO : Epoch 1963 | loss: 0.0311541 | val_loss: 0.0311766 | Time: 3287.41 ms [2021-03-22 23:29:07 main:574] : INFO : Epoch 1964 | loss: 0.0311574 | val_loss: 0.0311779 | Time: 3292.29 ms [2021-03-22 23:29:10 main:574] : INFO : Epoch 1965 | loss: 0.031156 | val_loss: 0.0311799 | Time: 3373.25 ms [2021-03-22 23:29:14 main:574] : INFO : Epoch 1966 | loss: 0.0311558 | val_loss: 0.0311772 | Time: 3278.92 ms [2021-03-22 23:29:17 main:574] : INFO : Epoch 1967 | loss: 0.0311543 | val_loss: 0.0311826 | Time: 3204.84 ms [2021-03-22 23:29:20 main:574] : INFO : Epoch 1968 | loss: 0.0311546 | val_loss: 0.0311785 | Time: 3278.77 ms [2021-03-22 23:29:24 main:574] : INFO : Epoch 1969 | loss: 0.0311589 | val_loss: 0.0311765 | Time: 3327.22 ms [2021-03-22 23:29:27 main:574] : INFO : Epoch 1970 | loss: 0.0311581 | val_loss: 0.031177 | Time: 3325.98 ms [2021-03-22 23:29:30 main:574] : INFO : Epoch 1971 | loss: 0.0311571 | val_loss: 0.0311761 | Time: 3220.54 ms [2021-03-22 23:29:33 main:574] : INFO : Epoch 1972 | loss: 0.0311554 | val_loss: 0.0311772 | Time: 3259.71 ms [2021-03-22 23:29:37 main:574] : INFO : Epoch 1973 | loss: 0.0311544 | val_loss: 0.0311757 | Time: 3186.44 ms [2021-03-22 23:29:40 main:574] : INFO : Epoch 1974 | loss: 0.0311549 | val_loss: 0.0311753 | Time: 3242.58 ms [2021-03-22 23:29:43 main:574] : INFO : Epoch 1975 | loss: 0.0311574 | val_loss: 0.031178 | Time: 3262.11 ms [2021-03-22 23:29:46 main:574] : INFO : Epoch 1976 | loss: 0.0311573 | val_loss: 0.0311755 | Time: 3136.84 ms [2021-03-22 23:29:50 main:574] : INFO : Epoch 1977 | loss: 0.0311561 | val_loss: 0.0311804 | Time: 3216.4 ms [2021-03-22 23:29:53 main:574] : INFO : Epoch 1978 | loss: 0.0311555 | val_loss: 0.0311739 | Time: 3391.67 ms [2021-03-22 23:29:56 main:574] : INFO : Epoch 1979 | loss: 0.0311549 | val_loss: 0.0311751 | Time: 3259.5 ms [2021-03-22 23:30:00 main:574] : INFO : Epoch 1980 | loss: 0.0311556 | val_loss: 0.0311791 | Time: 3276.55 ms [2021-03-22 23:30:03 main:574] : INFO : Epoch 1981 | loss: 0.0311581 | val_loss: 0.0311816 | Time: 3318.88 ms [2021-03-22 23:30:06 main:574] : INFO : Epoch 1982 | loss: 0.0311561 | val_loss: 0.0311836 | Time: 3287.83 ms [2021-03-22 23:30:10 main:574] : INFO : Epoch 1983 | loss: 0.0311545 | val_loss: 0.0311773 | Time: 3261.57 ms [2021-03-22 23:30:13 main:574] : INFO : Epoch 1984 | loss: 0.0311546 | val_loss: 0.0311815 | Time: 3278.82 ms [2021-03-22 23:30:16 main:574] : INFO : Epoch 1985 | loss: 0.0311591 | val_loss: 0.0311802 | Time: 3340.13 ms [2021-03-22 23:30:20 main:574] : INFO : Epoch 1986 | loss: 0.0311561 | val_loss: 0.0311805 | Time: 3261.52 ms [2021-03-22 23:30:23 main:574] : INFO : Epoch 1987 | loss: 0.0311565 | val_loss: 0.0311769 | Time: 3323.66 ms [2021-03-22 23:30:26 main:574] : INFO : Epoch 1988 | loss: 0.0311573 | val_loss: 0.0311772 | Time: 3257.4 ms [2021-03-22 23:30:30 main:574] : INFO : Epoch 1989 | loss: 0.0311628 | val_loss: 0.0311815 | Time: 3241.54 ms [2021-03-22 23:30:33 main:574] : INFO : Epoch 1990 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 3248.6 ms [2021-03-22 23:30:36 main:574] : INFO : Epoch 1991 | loss: 0.0311634 | val_loss: 0.0311761 | Time: 3233.19 ms [2021-03-22 23:30:39 main:574] : INFO : Epoch 1992 | loss: 0.0311616 | val_loss: 0.0311808 | Time: 3291.07 ms [2021-03-22 23:30:43 main:574] : INFO : Epoch 1993 | loss: 0.0311626 | val_loss: 0.0311775 | Time: 3335.05 ms [2021-03-22 23:30:46 main:574] : INFO : Epoch 1994 | loss: 0.0311637 | val_loss: 0.0311762 | Time: 3144.79 ms [2021-03-22 23:30:49 main:574] : INFO : Epoch 1995 | loss: 0.031159 | val_loss: 0.0311774 | Time: 3252.19 ms [2021-03-22 23:30:52 main:574] : INFO : Epoch 1996 | loss: 0.0311596 | val_loss: 0.031177 | Time: 3212.44 ms [2021-03-22 23:30:56 main:574] : INFO : Epoch 1997 | loss: 0.0311592 | val_loss: 0.0311762 | Time: 3181.67 ms [2021-03-22 23:30:59 main:574] : INFO : Epoch 1998 | loss: 0.031158 | val_loss: 0.0311761 | Time: 3203.48 ms [2021-03-22 23:31:02 main:574] : INFO : Epoch 1999 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 3366.62 ms [2021-03-22 23:31:06 main:574] : INFO : Epoch 2000 | loss: 0.0311578 | val_loss: 0.0311837 | Time: 3324.42 ms [2021-03-22 23:31:09 main:574] : INFO : Epoch 2001 | loss: 0.0311597 | val_loss: 0.0311782 | Time: 3227.64 ms [2021-03-22 23:31:12 main:574] : INFO : Epoch 2002 | loss: 0.0311605 | val_loss: 0.0311769 | Time: 3302.47 ms [2021-03-22 23:31:16 main:574] : INFO : Epoch 2003 | loss: 0.0311628 | val_loss: 0.0311759 | Time: 3345.28 ms [2021-03-22 23:31:19 main:574] : INFO : Epoch 2004 | loss: 0.0311633 | val_loss: 0.0311854 | Time: 3188.46 ms [2021-03-22 23:31:22 main:574] : INFO : Epoch 2005 | loss: 0.0311593 | val_loss: 0.0311777 | Time: 3321.2 ms [2021-03-22 23:31:26 main:574] : INFO : Epoch 2006 | loss: 0.0311596 | val_loss: 0.0311803 | Time: 3322.73 ms [2021-03-22 23:31:29 main:574] : INFO : Epoch 2007 | loss: 0.031172 | val_loss: 0.0311772 | Time: 3323.59 ms [2021-03-22 23:31:32 main:574] : INFO : Epoch 2008 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 3232.43 ms [2021-03-22 23:31:35 main:574] : INFO : Epoch 2009 | loss: 0.0311679 | val_loss: 0.0311716 | Time: 3243.6 ms [2021-03-22 23:31:39 main:574] : INFO : Epoch 2010 | loss: 0.0311669 | val_loss: 0.0311702 | Time: 3236.3 ms [2021-03-22 23:31:42 main:574] : INFO : Epoch 2011 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 3259.52 ms [2021-03-22 23:31:45 main:574] : INFO : Epoch 2012 | loss: 0.031165 | val_loss: 0.0311711 | Time: 3279.09 ms [2021-03-22 23:31:49 main:574] : INFO : Epoch 2013 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 3292.93 ms [2021-03-22 23:31:52 main:574] : INFO : Epoch 2014 | loss: 0.0311643 | val_loss: 0.0311692 | Time: 3320.31 ms [2021-03-22 23:31:55 main:574] : INFO : Epoch 2015 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 3296.19 ms [2021-03-22 23:31:59 main:574] : INFO : Epoch 2016 | loss: 0.0311607 | val_loss: 0.0311717 | Time: 3316.14 ms [2021-03-22 23:32:02 main:574] : INFO : Epoch 2017 | loss: 0.0311607 | val_loss: 0.0311739 | Time: 3238.49 ms [2021-03-22 23:32:05 main:574] : INFO : Epoch 2018 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 3300.81 ms [2021-03-22 23:32:09 main:574] : INFO : Epoch 2019 | loss: 0.0311613 | val_loss: 0.0311737 | Time: 3233.96 ms [2021-03-22 23:32:12 main:574] : INFO : Epoch 2020 | loss: 0.0311638 | val_loss: 0.0311736 | Time: 3325.32 ms [2021-03-22 23:32:15 main:574] : INFO : Epoch 2021 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 3322.17 ms [2021-03-22 23:32:19 main:574] : INFO : Epoch 2022 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 3287.97 ms [2021-03-22 23:32:22 main:574] : INFO : Epoch 2023 | loss: 0.0311609 | val_loss: 0.0311706 | Time: 3247.7 ms [2021-03-22 23:32:25 main:574] : INFO : Epoch 2024 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 3272.08 ms [2021-03-22 23:32:28 main:574] : INFO : Epoch 2025 | loss: 0.0311587 | val_loss: 0.0311714 | Time: 3327.71 ms [2021-03-22 23:32:32 main:574] : INFO : Epoch 2026 | loss: 0.031161 | val_loss: 0.0311685 | Time: 3272.98 ms [2021-03-22 23:32:35 main:574] : INFO : Epoch 2027 | loss: 0.0311602 | val_loss: 0.0311755 | Time: 3230.58 ms [2021-03-22 23:32:38 main:574] : INFO : Epoch 2028 | loss: 0.03116 | val_loss: 0.0311727 | Time: 3255.03 ms [2021-03-22 23:32:42 main:574] : INFO : Epoch 2029 | loss: 0.0311601 | val_loss: 0.0311729 | Time: 3231.92 ms [2021-03-22 23:32:45 main:574] : INFO : Epoch 2030 | loss: 0.0311592 | val_loss: 0.0311747 | Time: 3268.69 ms [2021-03-22 23:32:48 main:574] : INFO : Epoch 2031 | loss: 0.0311586 | val_loss: 0.0311742 | Time: 3201.79 ms [2021-03-22 23:32:51 main:574] : INFO : Epoch 2032 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 3337.23 ms [2021-03-22 23:32:55 main:574] : INFO : Epoch 2033 | loss: 0.0311584 | val_loss: 0.031172 | Time: 3278.13 ms [2021-03-22 23:32:58 main:574] : INFO : Epoch 2034 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 3248.48 ms [2021-03-22 23:33:01 main:574] : INFO : Epoch 2035 | loss: 0.0311573 | val_loss: 0.0311712 | Time: 3270.8 ms [2021-03-22 23:33:05 main:574] : INFO : Epoch 2036 | loss: 0.0311568 | val_loss: 0.0311716 | Time: 3213.38 ms [2021-03-22 23:33:08 main:574] : INFO : Epoch 2037 | loss: 0.0311565 | val_loss: 0.0311719 | Time: 3216.27 ms [2021-03-22 23:33:11 main:574] : INFO : Epoch 2038 | loss: 0.0311562 | val_loss: 0.0311758 | Time: 3384 ms [2021-03-22 23:33:15 main:574] : INFO : Epoch 2039 | loss: 0.0311579 | val_loss: 0.0311729 | Time: 3334.03 ms [2021-03-22 23:33:18 main:574] : INFO : Epoch 2040 | loss: 0.0311563 | val_loss: 0.0311731 | Time: 3243.92 ms [2021-03-22 23:33:21 main:574] : INFO : Epoch 2041 | loss: 0.0311593 | val_loss: 0.031171 | Time: 3266.28 ms [2021-03-22 23:33:24 main:574] : INFO : Epoch 2042 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 3217.64 ms [2021-03-22 23:33:28 main:574] : INFO : Epoch 2043 | loss: 0.0311597 | val_loss: 0.031169 | Time: 3253.83 ms [2021-03-22 23:33:31 main:574] : INFO : Epoch 2044 | loss: 0.0311594 | val_loss: 0.031171 | Time: 3290.48 ms [2021-03-22 23:33:34 main:574] : INFO : Epoch 2045 | loss: 0.0311597 | val_loss: 0.03117 | Time: 3144.69 ms [2021-03-22 23:33:38 main:574] : INFO : Epoch 2046 | loss: 0.0311582 | val_loss: 0.0311714 | Time: 3246.98 ms [2021-03-22 23:33:41 main:574] : INFO : Epoch 2047 | loss: 0.0311583 | val_loss: 0.0311746 | Time: 3194.74 ms [2021-03-22 23:33:44 main:574] : INFO : Epoch 2048 | loss: 0.0311579 | val_loss: 0.0311742 | Time: 3286.6 ms [2021-03-22 23:33:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311742 [2021-03-22 23:33:44 main:603] : INFO : Saving end state to config to file [2021-03-22 23:33:44 main:608] : INFO : Success, exiting.. 23:33:44 (9280): 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)