Task 3752267
| Name | ParityModified-1608176142-9195-7_1 |
| Workunit | 1925441 |
| Created | 21 Jan 2021, 21:08:19 UTC |
| Sent | 21 Jan 2021, 21:08:24 UTC |
| Report deadline | 28 Jan 2021, 21:08:24 UTC |
| Received | 22 Jan 2021, 8:18:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 12 min 30 sec |
| CPU time | 2 hours 5 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : 3365.86 ms [2021-01-21 14:48:07 main:574] : INFO : Epoch 1592 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 3483.94 ms [2021-01-21 14:48:11 main:574] : INFO : Epoch 1593 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 3355.72 ms [2021-01-21 14:48:14 main:574] : INFO : Epoch 1594 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 3430.95 ms [2021-01-21 14:48:18 main:574] : INFO : Epoch 1595 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 3555.31 ms [2021-01-21 14:48:21 main:574] : INFO : Epoch 1596 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 3400.56 ms [2021-01-21 14:48:25 main:574] : INFO : Epoch 1597 | loss: 0.031173 | val_loss: 0.03118 | Time: 3569.57 ms [2021-01-21 14:48:29 main:574] : INFO : Epoch 1598 | loss: 0.031174 | val_loss: 0.0311814 | Time: 3542.59 ms [2021-01-21 14:48:32 main:574] : INFO : Epoch 1599 | loss: 0.031172 | val_loss: 0.0311803 | Time: 3534.28 ms [2021-01-21 14:48:36 main:574] : INFO : Epoch 1600 | loss: 0.0311726 | val_loss: 0.0311817 | Time: 3476.77 ms [2021-01-21 14:48:39 main:574] : INFO : Epoch 1601 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 3517.79 ms [2021-01-21 14:48:43 main:574] : INFO : Epoch 1602 | loss: 0.0311737 | val_loss: 0.0311834 | Time: 3398.06 ms [2021-01-21 14:48:46 main:574] : INFO : Epoch 1603 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 3249.01 ms [2021-01-21 14:48:50 main:574] : INFO : Epoch 1604 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 3420.68 ms [2021-01-21 14:48:53 main:574] : INFO : Epoch 1605 | loss: 0.031174 | val_loss: 0.0311821 | Time: 3354.68 ms [2021-01-21 14:48:57 main:574] : INFO : Epoch 1606 | loss: 0.0311744 | val_loss: 0.031179 | Time: 3425.08 ms [2021-01-21 14:49:00 main:574] : INFO : Epoch 1607 | loss: 0.0311738 | val_loss: 0.0311823 | Time: 3412.5 ms [2021-01-21 14:49:04 main:574] : INFO : Epoch 1608 | loss: 0.0311745 | val_loss: 0.0311818 | Time: 3456.36 ms [2021-01-21 14:49:07 main:574] : INFO : Epoch 1609 | loss: 0.0311759 | val_loss: 0.0311828 | Time: 3361.73 ms [2021-01-21 14:49:11 main:574] : INFO : Epoch 1610 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 3486 ms [2021-01-21 14:49:14 main:574] : INFO : Epoch 1611 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 3402.58 ms [2021-01-21 14:49:18 main:574] : INFO : Epoch 1612 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 3473.33 ms [2021-01-21 14:49:21 main:574] : INFO : Epoch 1613 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 3399.71 ms [2021-01-21 14:49:25 main:574] : INFO : Epoch 1614 | loss: 0.0311728 | val_loss: 0.0311799 | Time: 3507.7 ms [2021-01-21 14:49:28 main:574] : INFO : Epoch 1615 | loss: 0.031173 | val_loss: 0.0311802 | Time: 3493.77 ms [2021-01-21 14:49:32 main:574] : INFO : Epoch 1616 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 3252.58 ms [2021-01-21 14:49:35 main:574] : INFO : Epoch 1617 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 3338.11 ms [2021-01-21 14:49:39 main:574] : INFO : Epoch 1618 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 3437.04 ms [2021-01-21 14:49:42 main:574] : INFO : Epoch 1619 | loss: 0.0311722 | val_loss: 0.0311855 | Time: 3438.2 ms [2021-01-21 14:49:46 main:574] : INFO : Epoch 1620 | loss: 0.0311749 | val_loss: 0.0311798 | Time: 3283.97 ms [2021-01-21 14:49:49 main:574] : INFO : Epoch 1621 | loss: 0.031172 | val_loss: 0.0311807 | Time: 3337.67 ms [2021-01-21 14:49:52 main:574] : INFO : Epoch 1622 | loss: 0.031175 | val_loss: 0.0311896 | Time: 3354.86 ms [2021-01-21 14:49:56 main:574] : INFO : Epoch 1623 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 3395.64 ms [2021-01-21 14:49:59 main:574] : INFO : Epoch 1624 | loss: 0.0311718 | val_loss: 0.031181 | Time: 3367.38 ms [2021-01-21 14:50:03 main:574] : INFO : Epoch 1625 | loss: 0.0311712 | val_loss: 0.0311803 | Time: 3457 ms [2021-01-21 14:50:06 main:574] : INFO : Epoch 1626 | loss: 0.0311718 | val_loss: 0.0311845 | Time: 3405.64 ms [2021-01-21 14:50:10 main:574] : INFO : Epoch 1627 | loss: 0.031175 | val_loss: 0.0311891 | Time: 3413.29 ms [2021-01-21 14:50:13 main:574] : INFO : Epoch 1628 | loss: 0.0311744 | val_loss: 0.0311823 | Time: 3449.38 ms [2021-01-21 14:50:17 main:574] : INFO : Epoch 1629 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 3428.77 ms [2021-01-21 14:50:20 main:574] : INFO : Epoch 1630 | loss: 0.031173 | val_loss: 0.0311813 | Time: 3468.91 ms [2021-01-21 14:50:24 main:574] : INFO : Epoch 1631 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 3419.17 ms [2021-01-21 14:50:27 main:574] : INFO : Epoch 1632 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 3418.12 ms [2021-01-21 14:50:31 main:574] : INFO : Epoch 1633 | loss: 0.0311726 | val_loss: 0.03118 | Time: 3403.73 ms [2021-01-21 14:50:34 main:574] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 3443.68 ms [2021-01-21 14:50:38 main:574] : INFO : Epoch 1635 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 3328.41 ms [2021-01-21 14:50:41 main:574] : INFO : Epoch 1636 | loss: 0.0311719 | val_loss: 0.0311794 | Time: 3428.98 ms [2021-01-21 14:50:45 main:574] : INFO : Epoch 1637 | loss: 0.0311722 | val_loss: 0.0311793 | Time: 3326.04 ms [2021-01-21 14:50:48 main:574] : INFO : Epoch 1638 | loss: 0.0311728 | val_loss: 0.0311799 | Time: 3427.95 ms [2021-01-21 14:50:52 main:574] : INFO : Epoch 1639 | loss: 0.0311741 | val_loss: 0.031182 | Time: 3327.89 ms [2021-01-21 14:50:55 main:574] : INFO : Epoch 1640 | loss: 0.031172 | val_loss: 0.0311806 | Time: 3429.5 ms [2021-01-21 14:50:59 main:574] : INFO : Epoch 1641 | loss: 0.031175 | val_loss: 0.0311797 | Time: 3504.53 ms [2021-01-21 14:51:02 main:574] : INFO : Epoch 1642 | loss: 0.0311758 | val_loss: 0.0311831 | Time: 3385.94 ms [2021-01-21 14:51:06 main:574] : INFO : Epoch 1643 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 3416.36 ms [2021-01-21 14:51:09 main:574] : INFO : Epoch 1644 | loss: 0.0311731 | val_loss: 0.0311827 | Time: 3412.56 ms [2021-01-21 14:51:13 main:574] : INFO : Epoch 1645 | loss: 0.0311727 | val_loss: 0.0311798 | Time: 3460.85 ms [2021-01-21 14:51:16 main:574] : INFO : Epoch 1646 | loss: 0.0311709 | val_loss: 0.0311822 | Time: 3385.97 ms [2021-01-21 14:51:20 main:574] : INFO : Epoch 1647 | loss: 0.031173 | val_loss: 0.0311841 | Time: 3421.52 ms [2021-01-21 14:51:23 main:574] : INFO : Epoch 1648 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 3461.44 ms [2021-01-21 14:51:27 main:574] : INFO : Epoch 1649 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 3398.83 ms [2021-01-21 14:51:30 main:574] : INFO : Epoch 1650 | loss: 0.0311719 | val_loss: 0.0311834 | Time: 3414.6 ms [2021-01-21 14:51:34 main:574] : INFO : Epoch 1651 | loss: 0.0311733 | val_loss: 0.0311778 | Time: 3470.76 ms [2021-01-21 14:51:38 main:574] : INFO : Epoch 1652 | loss: 0.0311711 | val_loss: 0.0311823 | Time: 3388.81 ms [2021-01-21 14:51:41 main:574] : INFO : Epoch 1653 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 3354.56 ms [2021-01-21 14:51:45 main:574] : INFO : Epoch 1654 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 3450.33 ms [2021-01-21 14:51:48 main:574] : INFO : Epoch 1655 | loss: 0.0311702 | val_loss: 0.0311816 | Time: 3346.74 ms [2021-01-21 14:51:52 main:574] : INFO : Epoch 1656 | loss: 0.0311705 | val_loss: 0.0311799 | Time: 3353.17 ms [2021-01-21 14:51:55 main:574] : INFO : Epoch 1657 | loss: 0.0311706 | val_loss: 0.0311794 | Time: 3539.39 ms [2021-01-21 14:51:59 main:574] : INFO : Epoch 1658 | loss: 0.0311714 | val_loss: 0.0311808 | Time: 3359.84 ms [2021-01-21 14:52:02 main:574] : INFO : Epoch 1659 | loss: 0.0311718 | val_loss: 0.031191 | Time: 3481.82 ms [2021-01-21 14:52:06 main:574] : INFO : Epoch 1660 | loss: 0.0311733 | val_loss: 0.0311836 | Time: 3408.56 ms [2021-01-21 14:52:09 main:574] : INFO : Epoch 1661 | loss: 0.0311714 | val_loss: 0.0311827 | Time: 3538.06 ms [2021-01-21 14:52:13 main:574] : INFO : Epoch 1662 | loss: 0.0311722 | val_loss: 0.0311799 | Time: 3314.44 ms [2021-01-21 14:52:16 main:574] : INFO : Epoch 1663 | loss: 0.0311738 | val_loss: 0.0311836 | Time: 3501.09 ms [2021-01-21 14:52:20 main:574] : INFO : Epoch 1664 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 3530.37 ms [2021-01-21 14:52:24 main:574] : INFO : Epoch 1665 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 3402.68 ms [2021-01-21 14:52:27 main:574] : INFO : Epoch 1666 | loss: 0.0311743 | val_loss: 0.0311882 | Time: 3246.96 ms [2021-01-21 14:52:31 main:574] : INFO : Epoch 1667 | loss: 0.0311746 | val_loss: 0.0311866 | Time: 3531.52 ms [2021-01-21 14:52:34 main:574] : INFO : Epoch 1668 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 3541.09 ms [2021-01-21 14:52:38 main:574] : INFO : Epoch 1669 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 3574.17 ms [2021-01-21 14:52:42 main:574] : INFO : Epoch 1670 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 3393.09 ms [2021-01-21 14:52:45 main:574] : INFO : Epoch 1671 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 3347.73 ms [2021-01-21 14:52:49 main:574] : INFO : Epoch 1672 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 3400.6 ms [2021-01-21 14:52:52 main:574] : INFO : Epoch 1673 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 3315.29 ms [2021-01-21 14:52:56 main:574] : INFO : Epoch 1674 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 3408.69 ms [2021-01-21 14:52:59 main:574] : INFO : Epoch 1675 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 3501.43 ms [2021-01-21 14:53:03 main:574] : INFO : Epoch 1676 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 3358.59 ms [2021-01-21 14:53:06 main:574] : INFO : Epoch 1677 | loss: 0.0311709 | val_loss: 0.0311805 | Time: 3524.89 ms [2021-01-21 14:53:10 main:574] : INFO : Epoch 1678 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 3601.71 ms [2021-01-21 14:53:13 main:574] : INFO : Epoch 1679 | loss: 0.0311724 | val_loss: 0.0311858 | Time: 3365.73 ms [2021-01-21 14:53:17 main:574] : INFO : Epoch 1680 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 3438.15 ms [2021-01-21 14:53:20 main:574] : INFO : Epoch 1681 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 3471.3 ms [2021-01-21 14:53:24 main:574] : INFO : Epoch 1682 | loss: 0.031171 | val_loss: 0.0311791 | Time: 3556.82 ms [2021-01-21 14:53:28 main:574] : INFO : Epoch 1683 | loss: 0.0311715 | val_loss: 0.0311811 | Time: 3474.55 ms [2021-01-21 14:53:31 main:574] : INFO : Epoch 1684 | loss: 0.0311717 | val_loss: 0.031178 | Time: 3432.14 ms [2021-01-21 14:53:34 main:574] : INFO : Epoch 1685 | loss: 0.0311714 | val_loss: 0.03118 | Time: 3360.92 ms [2021-01-21 14:53:38 main:574] : INFO : Epoch 1686 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 3345.56 ms [2021-01-21 14:53:41 main:574] : INFO : Epoch 1687 | loss: 0.0311717 | val_loss: 0.0311804 | Time: 3348.46 ms [2021-01-21 14:53:45 main:574] : INFO : Epoch 1688 | loss: 0.0311706 | val_loss: 0.0311834 | Time: 3501.99 ms [2021-01-21 14:53:48 main:574] : INFO : Epoch 1689 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 3433.88 ms [2021-01-21 14:53:52 main:574] : INFO : Epoch 1690 | loss: 0.0311715 | val_loss: 0.0311846 | Time: 3305.16 ms [2021-01-21 14:53:55 main:574] : INFO : Epoch 1691 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 3530.75 ms [2021-01-21 14:53:59 main:574] : INFO : Epoch 1692 | loss: 0.0311703 | val_loss: 0.0311841 | Time: 3351.24 ms [2021-01-21 14:54:02 main:574] : INFO : Epoch 1693 | loss: 0.0311716 | val_loss: 0.031179 | Time: 3409.72 ms [2021-01-21 14:54:06 main:574] : INFO : Epoch 1694 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 3638.88 ms [2021-01-21 14:54:10 main:574] : INFO : Epoch 1695 | loss: 0.0311697 | val_loss: 0.0311799 | Time: 3349.68 ms [2021-01-21 14:54:13 main:574] : INFO : Epoch 1696 | loss: 0.03117 | val_loss: 0.0311795 | Time: 3382.4 ms [2021-01-21 14:54:17 main:574] : INFO : Epoch 1697 | loss: 0.0311705 | val_loss: 0.0311797 | Time: 3406.58 ms [2021-01-21 14:54:20 main:574] : INFO : Epoch 1698 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 3457.77 ms [2021-01-21 14:54:23 main:574] : INFO : Epoch 1699 | loss: 0.03117 | val_loss: 0.0311802 | Time: 3364.07 ms [2021-01-21 14:54:27 main:574] : INFO : Epoch 1700 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 3484.28 ms [2021-01-21 14:54:31 main:574] : INFO : Epoch 1701 | loss: 0.0311742 | val_loss: 0.031181 | Time: 3467.87 ms [2021-01-21 14:54:34 main:574] : INFO : Epoch 1702 | loss: 0.0311748 | val_loss: 0.031185 | Time: 3485.42 ms [2021-01-21 14:54:38 main:574] : INFO : Epoch 1703 | loss: 0.0311758 | val_loss: 0.0311835 | Time: 3494.96 ms [2021-01-21 14:54:41 main:574] : INFO : Epoch 1704 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 3437.22 ms [2021-01-21 14:54:45 main:574] : INFO : Epoch 1705 | loss: 0.031175 | val_loss: 0.0311799 | Time: 3433.68 ms [2021-01-21 14:54:48 main:574] : INFO : Epoch 1706 | loss: 0.0311739 | val_loss: 0.031182 | Time: 3529.67 ms [2021-01-21 14:54:52 main:574] : INFO : Epoch 1707 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 3414.12 ms [2021-01-21 14:54:55 main:574] : INFO : Epoch 1708 | loss: 0.031173 | val_loss: 0.0311813 | Time: 3419.75 ms [2021-01-21 14:54:59 main:574] : INFO : Epoch 1709 | loss: 0.0311743 | val_loss: 0.031179 | Time: 3480.66 ms [2021-01-21 14:55:02 main:574] : INFO : Epoch 1710 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 3402.7 ms [2021-01-21 14:55:06 main:574] : INFO : Epoch 1711 | loss: 0.0311726 | val_loss: 0.031182 | Time: 3333.56 ms [2021-01-21 14:55:09 main:574] : INFO : Epoch 1712 | loss: 0.0311725 | val_loss: 0.0311814 | Time: 3438.25 ms [2021-01-21 14:55:13 main:574] : INFO : Epoch 1713 | loss: 0.031173 | val_loss: 0.0311793 | Time: 3306.17 ms [2021-01-21 14:55:16 main:574] : INFO : Epoch 1714 | loss: 0.0311715 | val_loss: 0.0311829 | Time: 3368.15 ms [2021-01-21 14:55:20 main:574] : INFO : Epoch 1715 | loss: 0.0311728 | val_loss: 0.0311831 | Time: 3482.52 ms [2021-01-21 14:55:23 main:574] : INFO : Epoch 1716 | loss: 0.0311764 | val_loss: 0.0311886 | Time: 3489.67 ms [2021-01-21 14:55:27 main:574] : INFO : Epoch 1717 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 3445.8 ms [2021-01-21 14:55:30 main:574] : INFO : Epoch 1718 | loss: 0.0311718 | val_loss: 0.0311805 | Time: 3456.63 ms [2021-01-21 14:55:34 main:574] : INFO : Epoch 1719 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 3466.33 ms [2021-01-21 14:55:38 main:574] : INFO : Epoch 1720 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 3507.92 ms [2021-01-21 14:55:41 main:574] : INFO : Epoch 1721 | loss: 0.0311722 | val_loss: 0.0311785 | Time: 3336.19 ms [2021-01-21 14:55:45 main:574] : INFO : Epoch 1722 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 3532.91 ms [2021-01-21 14:55:48 main:574] : INFO : Epoch 1723 | loss: 0.031174 | val_loss: 0.0311788 | Time: 3411.9 ms [2021-01-21 14:55:52 main:574] : INFO : Epoch 1724 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 3368.88 ms [2021-01-21 14:55:55 main:574] : INFO : Epoch 1725 | loss: 0.0311709 | val_loss: 0.0311843 | Time: 3365.79 ms [2021-01-21 14:55:59 main:574] : INFO : Epoch 1726 | loss: 0.0311728 | val_loss: 0.0311814 | Time: 3464.23 ms [2021-01-21 14:56:02 main:574] : INFO : Epoch 1727 | loss: 0.0311763 | val_loss: 0.03118 | Time: 3415.2 ms [2021-01-21 14:56:06 main:574] : INFO : Epoch 1728 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 3460.95 ms [2021-01-21 14:56:09 main:574] : INFO : Epoch 1729 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 3457.97 ms [2021-01-21 14:56:13 main:574] : INFO : Epoch 1730 | loss: 0.0311721 | val_loss: 0.031179 | Time: 3388.63 ms [2021-01-21 14:56:16 main:574] : INFO : Epoch 1731 | loss: 0.0311709 | val_loss: 0.0311793 | Time: 3381.85 ms [2021-01-21 14:56:19 main:574] : INFO : Epoch 1732 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 3388.17 ms [2021-01-21 14:56:23 main:574] : INFO : Epoch 1733 | loss: 0.0311719 | val_loss: 0.031189 | Time: 3395.51 ms [2021-01-21 14:56:26 main:574] : INFO : Epoch 1734 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 3458.96 ms [2021-01-21 14:56:30 main:574] : INFO : Epoch 1735 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 3358.59 ms [2021-01-21 14:56:33 main:574] : INFO : Epoch 1736 | loss: 0.0311726 | val_loss: 0.03118 | Time: 3361.78 ms [2021-01-21 14:56:37 main:574] : INFO : Epoch 1737 | loss: 0.0311728 | val_loss: 0.0311836 | Time: 3496.92 ms [2021-01-21 14:56:40 main:574] : INFO : Epoch 1738 | loss: 0.0311721 | val_loss: 0.0311838 | Time: 3338.55 ms [2021-01-21 14:56:44 main:574] : INFO : Epoch 1739 | loss: 0.0311749 | val_loss: 0.0311811 | Time: 3403.3 ms [2021-01-21 14:56:47 main:574] : INFO : Epoch 1740 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 3442.9 ms [2021-01-21 14:56:51 main:574] : INFO : Epoch 1741 | loss: 0.031173 | val_loss: 0.0311814 | Time: 3509.82 ms [2021-01-21 14:56:54 main:574] : INFO : Epoch 1742 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 3429.53 ms [2021-01-21 14:56:58 main:574] : INFO : Epoch 1743 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 3296.52 ms [2021-01-21 14:57:01 main:574] : INFO : Epoch 1744 | loss: 0.0311734 | val_loss: 0.031187 | Time: 3389.39 ms [2021-01-21 14:57:05 main:574] : INFO : Epoch 1745 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 3493.13 ms [2021-01-21 14:57:08 main:574] : INFO : Epoch 1746 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 3494.59 ms [2021-01-21 14:57:12 main:574] : INFO : Epoch 1747 | loss: 0.0311726 | val_loss: 0.0311822 | Time: 3418.91 ms [2021-01-21 14:57:15 main:574] : INFO : Epoch 1748 | loss: 0.0311727 | val_loss: 0.0311875 | Time: 3340.69 ms [2021-01-21 14:57:19 main:574] : INFO : Epoch 1749 | loss: 0.0311735 | val_loss: 0.031188 | Time: 3443.16 ms [2021-01-21 14:57:22 main:574] : INFO : Epoch 1750 | loss: 0.031176 | val_loss: 0.0311888 | Time: 3375.23 ms [2021-01-21 14:57:26 main:574] : INFO : Epoch 1751 | loss: 0.0311725 | val_loss: 0.0311873 | Time: 3281.35 ms [2021-01-21 14:57:29 main:574] : INFO : Epoch 1752 | loss: 0.0311718 | val_loss: 0.0311906 | Time: 3398.52 ms [2021-01-21 14:57:33 main:574] : INFO : Epoch 1753 | loss: 0.0311705 | val_loss: 0.0311892 | Time: 3374.5 ms [2021-01-21 14:57:36 main:574] : INFO : Epoch 1754 | loss: 0.0311714 | val_loss: 0.0311869 | Time: 3464.2 ms [2021-01-21 14:57:40 main:574] : INFO : Epoch 1755 | loss: 0.0311756 | val_loss: 0.0311848 | Time: 3502.04 ms [2021-01-21 14:57:43 main:574] : INFO : Epoch 1756 | loss: 0.0311721 | val_loss: 0.0311897 | Time: 3475.74 ms [2021-01-21 14:57:47 main:574] : INFO : Epoch 1757 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 3420.77 ms [2021-01-21 14:57:50 main:574] : INFO : Epoch 1758 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 3458.92 ms [2021-01-21 14:57:54 main:574] : INFO : Epoch 1759 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 3367.97 ms [2021-01-21 14:57:57 main:574] : INFO : Epoch 1760 | loss: 0.031171 | val_loss: 0.0311803 | Time: 3353.38 ms [2021-01-21 14:58:01 main:574] : INFO : Epoch 1761 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 3456.84 ms [2021-01-21 14:58:05 main:574] : INFO : Epoch 1762 | loss: 0.0311714 | val_loss: 0.0311846 | Time: 3516.65 ms [2021-01-21 14:58:08 main:574] : INFO : Epoch 1763 | loss: 0.0311724 | val_loss: 0.0311865 | Time: 3504.92 ms [2021-01-21 14:58:12 main:574] : INFO : Epoch 1764 | loss: 0.0311721 | val_loss: 0.0311808 | Time: 3340.17 ms [2021-01-21 14:58:15 main:574] : INFO : Epoch 1765 | loss: 0.0311732 | val_loss: 0.0311831 | Time: 3417.81 ms [2021-01-21 14:58:19 main:574] : INFO : Epoch 1766 | loss: 0.0311701 | val_loss: 0.031182 | Time: 3406.96 ms [2021-01-21 14:58:22 main:574] : INFO : Epoch 1767 | loss: 0.03117 | val_loss: 0.0311811 | Time: 3413.47 ms [2021-01-21 14:58:26 main:574] : INFO : Epoch 1768 | loss: 0.0311699 | val_loss: 0.0311839 | Time: 3414.66 ms [2021-01-21 14:58:29 main:574] : INFO : Epoch 1769 | loss: 0.0311708 | val_loss: 0.0311849 | Time: 3419.86 ms [2021-01-21 14:58:33 main:574] : INFO : Epoch 1770 | loss: 0.0311715 | val_loss: 0.0311816 | Time: 3324.43 ms [2021-01-21 14:58:36 main:574] : INFO : Epoch 1771 | loss: 0.0311725 | val_loss: 0.0311849 | Time: 3477.16 ms [2021-01-21 14:58:40 main:574] : INFO : Epoch 1772 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 3279.52 ms [2021-01-21 14:58:43 main:574] : INFO : Epoch 1773 | loss: 0.0311719 | val_loss: 0.0311855 | Time: 3370.14 ms [2021-01-21 14:58:47 main:574] : INFO : Epoch 1774 | loss: 0.031172 | val_loss: 0.0311803 | Time: 3371.41 ms [2021-01-21 14:58:50 main:574] : INFO : Epoch 1775 | loss: 0.0311706 | val_loss: 0.0311826 | Time: 3449.98 ms [2021-01-21 14:58:54 main:574] : INFO : Epoch 1776 | loss: 0.0311694 | val_loss: 0.0311845 | Time: 3455.35 ms [2021-01-21 14:58:57 main:574] : INFO : Epoch 1777 | loss: 0.0311705 | val_loss: 0.0311824 | Time: 3440.28 ms [2021-01-21 14:59:01 main:574] : INFO : Epoch 1778 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 3411.77 ms [2021-01-21 14:59:04 main:574] : INFO : Epoch 1779 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 3302.73 ms [2021-01-21 14:59:08 main:574] : INFO : Epoch 1780 | loss: 0.0311733 | val_loss: 0.031181 | Time: 3368.63 ms [2021-01-21 14:59:11 main:574] : INFO : Epoch 1781 | loss: 0.0311705 | val_loss: 0.03118 | Time: 3440.12 ms [2021-01-21 14:59:15 main:574] : INFO : Epoch 1782 | loss: 0.0311699 | val_loss: 0.03118 | Time: 3425.66 ms [2021-01-21 14:59:18 main:574] : INFO : Epoch 1783 | loss: 0.0311697 | val_loss: 0.0311789 | Time: 3419.57 ms [2021-01-21 14:59:22 main:574] : INFO : Epoch 1784 | loss: 0.0311703 | val_loss: 0.0311811 | Time: 3451.78 ms [2021-01-21 14:59:25 main:574] : INFO : Epoch 1785 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 3384.96 ms [2021-01-21 14:59:29 main:574] : INFO : Epoch 1786 | loss: 0.0311701 | val_loss: 0.0311838 | Time: 3497.07 ms [2021-01-21 14:59:32 main:574] : INFO : Epoch 1787 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 3251.28 ms [2021-01-21 14:59:36 main:574] : INFO : Epoch 1788 | loss: 0.0311732 | val_loss: 0.0311825 | Time: 3471.76 ms [2021-01-21 14:59:39 main:574] : INFO : Epoch 1789 | loss: 0.0311726 | val_loss: 0.0311818 | Time: 3443.99 ms [2021-01-21 14:59:43 main:574] : INFO : Epoch 1790 | loss: 0.0311724 | val_loss: 0.0311812 | Time: 3451.9 ms [2021-01-21 14:59:46 main:574] : INFO : Epoch 1791 | loss: 0.0311707 | val_loss: 0.0311823 | Time: 3381.85 ms [2021-01-21 14:59:50 main:574] : INFO : Epoch 1792 | loss: 0.0311715 | val_loss: 0.0311831 | Time: 3447.71 ms [2021-01-21 14:59:53 main:574] : INFO : Epoch 1793 | loss: 0.031172 | val_loss: 0.0311826 | Time: 3444.54 ms [2021-01-21 14:59:57 main:574] : INFO : Epoch 1794 | loss: 0.0311714 | val_loss: 0.031184 | Time: 3421.21 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-01-21 21:07:01 main:435] : INFO : Set logging level to 1 [2021-01-21 21:07:01 main:441] : INFO : Running in BOINC Client mode [2021-01-21 21:07:01 main:444] : INFO : Resolving all filenames [2021-01-21 21:07:02 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-21 21:07:02 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176142-9195-7_1_r1981791154_1 (exists = 1) [2021-01-21 21:07:02 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176142-9195-7_1_r1981791154_0 (exists = 0) [2021-01-21 21:07:02 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176142-9195-7 (exists = 1) [2021-01-21 21:07:02 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-21 21:07:02 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-21 21:07:02 main:474] : INFO : Configuration: [2021-01-21 21:07:02 main:475] : INFO : Model type: GRU [2021-01-21 21:07:02 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-21 21:07:03 main:477] : INFO : Max Epochs: 2048 [2021-01-21 21:07:03 main:478] : INFO : Batch Size: 128 [2021-01-21 21:07:03 main:479] : INFO : Learning Rate: 0.01 [2021-01-21 21:07:03 main:480] : INFO : Patience: 10 [2021-01-21 21:07:03 main:481] : INFO : Hidden Width: 12 [2021-01-21 21:07:03 main:482] : INFO : # Recurrent Layers: 4 [2021-01-21 21:07:03 main:483] : INFO : # Backend Layers: 4 [2021-01-21 21:07:03 main:484] : INFO : # Threads: 1 [2021-01-21 21:07:03 main:486] : INFO : Preparing Dataset [2021-01-21 21:07:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-21 21:07:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-21 21:07:08 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-21 21:07:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-21 21:07:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-21 21:07:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-21 21:07:17 main:494] : INFO : Creating Model [2021-01-21 21:07:18 main:507] : INFO : Preparing config file [2021-01-21 21:07:20 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-21 21:07:22 main:512] : INFO : Loading config [2021-01-21 21:07:24 main:514] : INFO : Loading state [2021-01-21 21:07:27 main:559] : INFO : Loading DataLoader into Memory [2021-01-21 21:07:28 main:562] : INFO : Starting Training [2021-01-21 21:07:34 main:574] : INFO : Epoch 1775 | loss: 0.0312423 | val_loss: 0.0311867 | Time: 4504.57 ms [2021-01-21 21:07:40 main:574] : INFO : Epoch 1776 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 4062.32 ms [2021-01-21 21:07:45 main:574] : INFO : Epoch 1777 | loss: 0.031176 | val_loss: 0.0311814 | Time: 3993.5 ms [2021-01-21 21:07:49 main:574] : INFO : Epoch 1778 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 4004.11 ms [2021-01-21 21:07:54 main:574] : INFO : Epoch 1779 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 4026.58 ms [2021-01-21 21:07:58 main:574] : INFO : Epoch 1780 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 4184.84 ms [2021-01-21 21:08:03 main:574] : INFO : Epoch 1781 | loss: 0.0311793 | val_loss: 0.0311864 | Time: 4040.35 ms [2021-01-21 21:08:07 main:574] : INFO : Epoch 1782 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 4073.43 ms [2021-01-21 21:08:11 main:574] : INFO : Epoch 1783 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 4304.63 ms [2021-01-21 21:08:16 main:574] : INFO : Epoch 1784 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 4929.85 ms [2021-01-21 21:08:21 main:574] : INFO : Epoch 1785 | loss: 0.031176 | val_loss: 0.0311799 | Time: 4671.18 ms [2021-01-21 21:08:26 main:574] : INFO : Epoch 1786 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 4979.54 ms [2021-01-21 21:08:31 main:574] : INFO : Epoch 1787 | loss: 0.031176 | val_loss: 0.031182 | Time: 4381.44 ms [2021-01-21 21:08:36 main:574] : INFO : Epoch 1788 | loss: 0.031178 | val_loss: 0.0311826 | Time: 4973.37 ms [2021-01-21 21:08:40 main:574] : INFO : Epoch 1789 | loss: 0.0311787 | val_loss: 0.0311823 | Time: 4368.33 ms [2021-01-21 21:08:45 main:574] : INFO : Epoch 1790 | loss: 0.031177 | val_loss: 0.0311811 | Time: 4934.74 ms [2021-01-21 21:08:51 main:574] : INFO : Epoch 1791 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 4938.98 ms [2021-01-21 21:08:55 main:574] : INFO : Epoch 1792 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 4867.12 ms [2021-01-21 21:09:00 main:574] : INFO : Epoch 1793 | loss: 0.0311767 | val_loss: 0.0311839 | Time: 4876.82 ms [2021-01-21 21:09:05 main:574] : INFO : Epoch 1794 | loss: 0.0311774 | val_loss: 0.031181 | Time: 4481.63 ms [2021-01-21 21:09:10 main:574] : INFO : Epoch 1795 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 4542.98 ms [2021-01-21 21:09:15 main:574] : INFO : Epoch 1796 | loss: 0.031175 | val_loss: 0.0311809 | Time: 4909.84 ms [2021-01-21 21:09:20 main:574] : INFO : Epoch 1797 | loss: 0.031176 | val_loss: 0.0311814 | Time: 4708.48 ms [2021-01-21 21:09:25 main:574] : INFO : Epoch 1798 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 4856.27 ms [2021-01-21 21:09:30 main:574] : INFO : Epoch 1799 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 4824.13 ms [2021-01-21 21:09:35 main:574] : INFO : Epoch 1800 | loss: 0.0311761 | val_loss: 0.0311834 | Time: 4864.49 ms [2021-01-21 21:09:39 main:574] : INFO : Epoch 1801 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 4483.94 ms [2021-01-21 21:09:44 main:574] : INFO : Epoch 1802 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 4809.02 ms [2021-01-21 21:09:49 main:574] : INFO : Epoch 1803 | loss: 0.0311774 | val_loss: 0.0311833 | Time: 4853.94 ms [2021-01-21 21:09:54 main:574] : INFO : Epoch 1804 | loss: 0.0311767 | val_loss: 0.0311936 | Time: 4335.25 ms [2021-01-21 21:09:59 main:574] : INFO : Epoch 1805 | loss: 0.031177 | val_loss: 0.0311819 | Time: 4826.25 ms [2021-01-21 21:10:03 main:574] : INFO : Epoch 1806 | loss: 0.0311743 | val_loss: 0.0311835 | Time: 4647.95 ms [2021-01-21 21:10:08 main:574] : INFO : Epoch 1807 | loss: 0.0311759 | val_loss: 0.0311874 | Time: 4756.59 ms [2021-01-21 21:10:13 main:574] : INFO : Epoch 1808 | loss: 0.0311756 | val_loss: 0.0311811 | Time: 4489.25 ms [2021-01-21 21:10:18 main:574] : INFO : Epoch 1809 | loss: 0.0311756 | val_loss: 0.031181 | Time: 4984.88 ms [2021-01-21 21:10:23 main:574] : INFO : Epoch 1810 | loss: 0.031175 | val_loss: 0.031181 | Time: 4711.83 ms [2021-01-21 21:10:28 main:574] : INFO : Epoch 1811 | loss: 0.0311742 | val_loss: 0.0311829 | Time: 4858.71 ms [2021-01-21 21:10:33 main:574] : INFO : Epoch 1812 | loss: 0.0311725 | val_loss: 0.0311825 | Time: 4724.04 ms [2021-01-21 21:10:38 main:574] : INFO : Epoch 1813 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 4906.88 ms [2021-01-21 21:10:43 main:574] : INFO : Epoch 1814 | loss: 0.0311731 | val_loss: 0.0311815 | Time: 4706.12 ms [2021-01-21 21:10:48 main:574] : INFO : Epoch 1815 | loss: 0.0311736 | val_loss: 0.031182 | Time: 4672.35 ms [2021-01-21 21:10:52 main:574] : INFO : Epoch 1816 | loss: 0.0311748 | val_loss: 0.0311876 | Time: 4497.77 ms [2021-01-21 21:10:57 main:574] : INFO : Epoch 1817 | loss: 0.0311739 | val_loss: 0.0311816 | Time: 4827.29 ms [2021-01-21 21:11:03 main:574] : INFO : Epoch 1818 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 5046.29 ms [2021-01-21 21:11:08 main:574] : INFO : Epoch 1819 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 4835.45 ms [2021-01-21 21:11:13 main:574] : INFO : Epoch 1820 | loss: 0.0311722 | val_loss: 0.0311844 | Time: 4952.99 ms [2021-01-21 21:11:17 main:574] : INFO : Epoch 1821 | loss: 0.0311749 | val_loss: 0.0311875 | Time: 4540.79 ms [2021-01-21 21:11:22 main:574] : INFO : Epoch 1822 | loss: 0.0311762 | val_loss: 0.0311858 | Time: 4406.73 ms [2021-01-21 21:11:27 main:574] : INFO : Epoch 1823 | loss: 0.031178 | val_loss: 0.0311943 | Time: 4750.45 ms [2021-01-21 21:11:31 main:574] : INFO : Epoch 1824 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 4621.36 ms [2021-01-21 21:11:36 main:574] : INFO : Epoch 1825 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 4546.92 ms [2021-01-21 21:11:41 main:574] : INFO : Epoch 1826 | loss: 0.031171 | val_loss: 0.0311844 | Time: 4756.49 ms [2021-01-21 21:11:46 main:574] : INFO : Epoch 1827 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 4506.77 ms [2021-01-21 21:11:51 main:574] : INFO : Epoch 1828 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 4785.04 ms [2021-01-21 21:11:55 main:574] : INFO : Epoch 1829 | loss: 0.031175 | val_loss: 0.0311795 | Time: 4626.95 ms [2021-01-21 21:12:00 main:574] : INFO : Epoch 1830 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 4432.1 ms [2021-01-21 21:12:05 main:574] : INFO : Epoch 1831 | loss: 0.031171 | val_loss: 0.0311808 | Time: 4639.95 ms [2021-01-21 21:12:09 main:574] : INFO : Epoch 1832 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 4527.63 ms [2021-01-21 21:12:14 main:574] : INFO : Epoch 1833 | loss: 0.0311708 | val_loss: 0.0311825 | Time: 4807.63 ms [2021-01-21 21:12:19 main:574] : INFO : Epoch 1834 | loss: 0.0311715 | val_loss: 0.0311842 | Time: 4572.15 ms [2021-01-21 21:12:24 main:574] : INFO : Epoch 1835 | loss: 0.0311725 | val_loss: 0.031182 | Time: 4856.78 ms [2021-01-21 21:12:29 main:574] : INFO : Epoch 1836 | loss: 0.0311708 | val_loss: 0.0311823 | Time: 5005.25 ms [2021-01-21 21:12:34 main:574] : INFO : Epoch 1837 | loss: 0.0311706 | val_loss: 0.0311821 | Time: 4840.3 ms [2021-01-21 21:12:39 main:574] : INFO : Epoch 1838 | loss: 0.0311714 | val_loss: 0.0311847 | Time: 4448.48 ms [2021-01-21 21:12:44 main:574] : INFO : Epoch 1839 | loss: 0.0311729 | val_loss: 0.0311842 | Time: 4902.64 ms [2021-01-21 21:12:49 main:574] : INFO : Epoch 1840 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 4951.08 ms [2021-01-21 21:12:53 main:574] : INFO : Epoch 1841 | loss: 0.0311715 | val_loss: 0.0311824 | Time: 4359.51 ms [2021-01-21 21:12:58 main:574] : INFO : Epoch 1842 | loss: 0.0311728 | val_loss: 0.0311848 | Time: 4950.11 ms [2021-01-21 21:13:04 main:574] : INFO : Epoch 1843 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 4970.29 ms [2021-01-21 21:13:08 main:574] : INFO : Epoch 1844 | loss: 0.0311726 | val_loss: 0.0311812 | Time: 4430.68 ms [2021-01-21 21:13:13 main:574] : INFO : Epoch 1845 | loss: 0.0311745 | val_loss: 0.0311896 | Time: 4530.52 ms [2021-01-21 21:13:18 main:574] : INFO : Epoch 1846 | loss: 0.0311751 | val_loss: 0.0311837 | Time: 4603.72 ms [2021-01-21 21:13:23 main:574] : INFO : Epoch 1847 | loss: 0.0311755 | val_loss: 0.0311789 | Time: 4975.14 ms [2021-01-21 21:13:28 main:574] : INFO : Epoch 1848 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 5006.01 ms [2021-01-21 21:13:33 main:574] : INFO : Epoch 1849 | loss: 0.031174 | val_loss: 0.0311816 | Time: 5034.26 ms [2021-01-21 21:13:38 main:574] : INFO : Epoch 1850 | loss: 0.0311738 | val_loss: 0.0311816 | Time: 5129.56 ms [2021-01-21 21:13:43 main:574] : INFO : Epoch 1851 | loss: 0.0311734 | val_loss: 0.0311837 | Time: 4591.91 ms [2021-01-21 21:13:47 main:574] : INFO : Epoch 1852 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 4486.16 ms [2021-01-21 21:13:52 main:574] : INFO : Epoch 1853 | loss: 0.0311741 | val_loss: 0.03118 | Time: 4491.05 ms [2021-01-21 21:13:57 main:574] : INFO : Epoch 1854 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 4903.78 ms [2021-01-21 21:14:02 main:574] : INFO : Epoch 1855 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 4649.53 ms [2021-01-21 21:14:07 main:574] : INFO : Epoch 1856 | loss: 0.0311743 | val_loss: 0.0311836 | Time: 4696.36 ms [2021-01-21 21:14:12 main:574] : INFO : Epoch 1857 | loss: 0.0311749 | val_loss: 0.0311813 | Time: 4614.86 ms [2021-01-21 21:14:17 main:574] : INFO : Epoch 1858 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 4785.7 ms [2021-01-21 21:14:22 main:574] : INFO : Epoch 1859 | loss: 0.0311791 | val_loss: 0.0311807 | Time: 4827.84 ms [2021-01-21 21:14:26 main:574] : INFO : Epoch 1860 | loss: 0.031178 | val_loss: 0.0311811 | Time: 4487.11 ms [2021-01-21 21:14:31 main:574] : INFO : Epoch 1861 | loss: 0.0311771 | val_loss: 0.031189 | Time: 4534.57 ms [2021-01-21 21:14:36 main:574] : INFO : Epoch 1862 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 4624.98 ms [2021-01-21 21:14:40 main:574] : INFO : Epoch 1863 | loss: 0.0311788 | val_loss: 0.031181 | Time: 4807.24 ms [2021-01-21 21:14:45 main:574] : INFO : Epoch 1864 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 4668.92 ms [2021-01-21 21:14:50 main:574] : INFO : Epoch 1865 | loss: 0.0311823 | val_loss: 0.031183 | Time: 4919.57 ms [2021-01-21 21:14:55 main:574] : INFO : Epoch 1866 | loss: 0.0311784 | val_loss: 0.03118 | Time: 4917.91 ms [2021-01-21 21:15:00 main:574] : INFO : Epoch 1867 | loss: 0.0311776 | val_loss: 0.03118 | Time: 4681.18 ms [2021-01-21 21:15:05 main:574] : INFO : Epoch 1868 | loss: 0.031178 | val_loss: 0.0311827 | Time: 4616.99 ms [2021-01-21 21:15:10 main:574] : INFO : Epoch 1869 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 4868.16 ms [2021-01-21 21:15:15 main:574] : INFO : Epoch 1870 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 4562.67 ms [2021-01-21 21:15:20 main:574] : INFO : Epoch 1871 | loss: 0.0311774 | val_loss: 0.0311816 | Time: 5005.89 ms [2021-01-21 21:15:25 main:574] : INFO : Epoch 1872 | loss: 0.0311773 | val_loss: 0.031183 | Time: 4667.3 ms [2021-01-21 21:15:29 main:574] : INFO : Epoch 1873 | loss: 0.0311758 | val_loss: 0.031183 | Time: 4441.08 ms [2021-01-21 21:15:34 main:574] : INFO : Epoch 1874 | loss: 0.0311764 | val_loss: 0.0311821 | Time: 4944.05 ms [2021-01-21 21:15:39 main:574] : INFO : Epoch 1875 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 4830.45 ms [2021-01-21 21:15:44 main:574] : INFO : Epoch 1876 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 4825.15 ms [2021-01-21 21:15:49 main:574] : INFO : Epoch 1877 | loss: 0.0311745 | val_loss: 0.031183 | Time: 4958.98 ms [2021-01-21 21:15:54 main:574] : INFO : Epoch 1878 | loss: 0.0311743 | val_loss: 0.0311887 | Time: 4801.85 ms [2021-01-21 21:15:59 main:574] : INFO : Epoch 1879 | loss: 0.031177 | val_loss: 0.0311807 | Time: 4832.11 ms [2021-01-21 21:16:04 main:574] : INFO : Epoch 1880 | loss: 0.031175 | val_loss: 0.0311807 | Time: 4887 ms [2021-01-21 21:16:09 main:574] : INFO : Epoch 1881 | loss: 0.0311748 | val_loss: 0.0311806 | Time: 4764.84 ms [2021-01-21 21:16:14 main:574] : INFO : Epoch 1882 | loss: 0.031177 | val_loss: 0.0311816 | Time: 4542.93 ms [2021-01-21 21:16:18 main:574] : INFO : Epoch 1883 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 4465.66 ms [2021-01-21 21:16:23 main:574] : INFO : Epoch 1884 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 4873.29 ms [2021-01-21 21:16:28 main:574] : INFO : Epoch 1885 | loss: 0.0311766 | val_loss: 0.031182 | Time: 4689.48 ms [2021-01-21 21:16:33 main:574] : INFO : Epoch 1886 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 4908.53 ms [2021-01-21 21:16:38 main:574] : INFO : Epoch 1887 | loss: 0.0311743 | val_loss: 0.0311802 | Time: 4969.33 ms [2021-01-21 21:16:43 main:574] : INFO : Epoch 1888 | loss: 0.031175 | val_loss: 0.0311808 | Time: 4530.83 ms [2021-01-21 21:16:48 main:574] : INFO : Epoch 1889 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 4873.7 ms [2021-01-21 21:16:53 main:574] : INFO : Epoch 1890 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 4860.32 ms [2021-01-21 21:16:57 main:574] : INFO : Epoch 1891 | loss: 0.0311757 | val_loss: 0.031187 | Time: 4548.5 ms [2021-01-21 21:17:03 main:574] : INFO : Epoch 1892 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 4945.23 ms [2021-01-21 21:17:07 main:574] : INFO : Epoch 1893 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 4466.07 ms [2021-01-21 21:17:12 main:574] : INFO : Epoch 1894 | loss: 0.031174 | val_loss: 0.0311789 | Time: 4687.73 ms [2021-01-21 21:17:17 main:574] : INFO : Epoch 1895 | loss: 0.031177 | val_loss: 0.0311786 | Time: 4643.71 ms [2021-01-21 21:17:22 main:574] : INFO : Epoch 1896 | loss: 0.0311759 | val_loss: 0.0311881 | Time: 4982.92 ms [2021-01-21 21:17:26 main:574] : INFO : Epoch 1897 | loss: 0.0311795 | val_loss: 0.0311898 | Time: 4371.33 ms [2021-01-21 21:17:31 main:574] : INFO : Epoch 1898 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 4927.69 ms [2021-01-21 21:17:36 main:574] : INFO : Epoch 1899 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 4458.4 ms [2021-01-21 21:17:41 main:574] : INFO : Epoch 1900 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 5019.55 ms [2021-01-21 21:17:46 main:574] : INFO : Epoch 1901 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 5054.85 ms [2021-01-21 21:17:51 main:574] : INFO : Epoch 1902 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 4897.39 ms [2021-01-21 21:17:56 main:574] : INFO : Epoch 1903 | loss: 0.0311746 | val_loss: 0.0311788 | Time: 4557.71 ms [2021-01-21 21:18:01 main:574] : INFO : Epoch 1904 | loss: 0.0311752 | val_loss: 0.0311808 | Time: 4445.08 ms [2021-01-21 21:18:05 main:574] : INFO : Epoch 1905 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 4501.26 ms [2021-01-21 21:18:10 main:574] : INFO : Epoch 1906 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 4490.98 ms [2021-01-21 21:18:15 main:574] : INFO : Epoch 1907 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 4695.76 ms [2021-01-21 21:18:20 main:574] : INFO : Epoch 1908 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 4876.27 ms [2021-01-21 21:18:25 main:574] : INFO : Epoch 1909 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 4785.44 ms [2021-01-21 21:18:30 main:574] : INFO : Epoch 1910 | loss: 0.0311738 | val_loss: 0.031179 | Time: 4564.25 ms [2021-01-21 21:18:35 main:574] : INFO : Epoch 1911 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 4909.1 ms [2021-01-21 21:18:39 main:574] : INFO : Epoch 1912 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 4654.06 ms [2021-01-21 21:18:44 main:574] : INFO : Epoch 1913 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 4480.61 ms [2021-01-21 21:18:49 main:574] : INFO : Epoch 1914 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 4535.37 ms [2021-01-21 21:18:53 main:574] : INFO : Epoch 1915 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 4650.42 ms [2021-01-21 21:18:58 main:574] : INFO : Epoch 1916 | loss: 0.031176 | val_loss: 0.03118 | Time: 4990.78 ms [2021-01-21 21:19:03 main:574] : INFO : Epoch 1917 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 4681.97 ms [2021-01-21 21:19:08 main:574] : INFO : Epoch 1918 | loss: 0.0311758 | val_loss: 0.0311835 | Time: 4687.86 ms [2021-01-21 21:19:13 main:574] : INFO : Epoch 1919 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 4847.7 ms [2021-01-21 21:19:18 main:574] : INFO : Epoch 1920 | loss: 0.031176 | val_loss: 0.0311803 | Time: 4524.72 ms [2021-01-21 21:19:22 main:574] : INFO : Epoch 1921 | loss: 0.0311752 | val_loss: 0.0311849 | Time: 4658.82 ms [2021-01-21 21:19:28 main:574] : INFO : Epoch 1922 | loss: 0.0311768 | val_loss: 0.0311955 | Time: 5324.72 ms [2021-01-21 21:19:33 main:574] : INFO : Epoch 1923 | loss: 0.0311797 | val_loss: 0.0311803 | Time: 5050.8 ms [2021-01-21 21:19:38 main:574] : INFO : Epoch 1924 | loss: 0.0311763 | val_loss: 0.0311835 | Time: 4873.16 ms [2021-01-21 21:19:43 main:574] : INFO : Epoch 1925 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 4775.89 ms [2021-01-21 21:19:48 main:574] : INFO : Epoch 1926 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 4501.54 ms [2021-01-21 21:19:52 main:574] : INFO : Epoch 1927 | loss: 0.0311731 | val_loss: 0.0311854 | Time: 4512.13 ms [2021-01-21 21:19:57 main:574] : INFO : Epoch 1928 | loss: 0.0311765 | val_loss: 0.0311862 | Time: 4968.3 ms [2021-01-21 21:20:02 main:574] : INFO : Epoch 1929 | loss: 0.0311795 | val_loss: 0.0311803 | Time: 4659.3 ms [2021-01-21 21:20:07 main:574] : INFO : Epoch 1930 | loss: 0.0313615 | val_loss: 0.0332167 | Time: 4568.73 ms [2021-01-21 21:20:12 main:574] : INFO : Epoch 1931 | loss: 0.0454834 | val_loss: 0.0378338 | Time: 4898.31 ms [2021-01-21 21:20:17 main:574] : INFO : Epoch 1932 | loss: 0.0334546 | val_loss: 0.0321632 | Time: 4815.15 ms [2021-01-21 21:20:22 main:574] : INFO : Epoch 1933 | loss: 0.0315924 | val_loss: 0.0314105 | Time: 4719.86 ms [2021-01-21 21:20:27 main:574] : INFO : Epoch 1934 | loss: 0.0313197 | val_loss: 0.0312596 | Time: 4875.13 ms [2021-01-21 21:20:32 main:574] : INFO : Epoch 1935 | loss: 0.0312472 | val_loss: 0.0312323 | Time: 4940.84 ms [2021-01-21 21:20:36 main:574] : INFO : Epoch 1936 | loss: 0.0312336 | val_loss: 0.0312289 | Time: 4600.42 ms [2021-01-21 21:20:41 main:574] : INFO : Epoch 1937 | loss: 0.0312264 | val_loss: 0.0312232 | Time: 4422.11 ms [2021-01-21 21:20:46 main:574] : INFO : Epoch 1938 | loss: 0.0312226 | val_loss: 0.0312178 | Time: 4816.19 ms [2021-01-21 21:20:51 main:574] : INFO : Epoch 1939 | loss: 0.0312198 | val_loss: 0.0312157 | Time: 4802.32 ms [2021-01-21 21:20:56 main:574] : INFO : Epoch 1940 | loss: 0.0312185 | val_loss: 0.0312137 | Time: 4798.13 ms [2021-01-21 21:21:01 main:574] : INFO : Epoch 1941 | loss: 0.0312178 | val_loss: 0.0312126 | Time: 4993.13 ms [2021-01-21 21:21:06 main:574] : INFO : Epoch 1942 | loss: 0.0312156 | val_loss: 0.0312111 | Time: 4973.34 ms [2021-01-21 21:21:11 main:574] : INFO : Epoch 1943 | loss: 0.031215 | val_loss: 0.0312104 | Time: 4593.23 ms [2021-01-21 21:21:16 main:574] : INFO : Epoch 1944 | loss: 0.031214 | val_loss: 0.0312106 | Time: 4904.05 ms [2021-01-21 21:21:20 main:574] : INFO : Epoch 1945 | loss: 0.0312136 | val_loss: 0.031209 | Time: 4504.41 ms [2021-01-21 21:21:25 main:574] : INFO : Epoch 1946 | loss: 0.0312126 | val_loss: 0.0312107 | Time: 4970.79 ms [2021-01-21 21:21:30 main:574] : INFO : Epoch 1947 | loss: 0.0312119 | val_loss: 0.0312078 | Time: 4624.89 ms [2021-01-21 21:21:35 main:574] : INFO : Epoch 1948 | loss: 0.0312118 | val_loss: 0.0312067 | Time: 4934.79 ms [2021-01-21 21:21:40 main:574] : INFO : Epoch 1949 | loss: 0.0312113 | val_loss: 0.031206 | Time: 5125.23 ms [2021-01-21 21:21:45 main:574] : INFO : Epoch 1950 | loss: 0.0312096 | val_loss: 0.031206 | Time: 4851.48 ms [2021-01-21 21:21:50 main:574] : INFO : Epoch 1951 | loss: 0.0312091 | val_loss: 0.0312045 | Time: 4779.86 ms [2021-01-21 21:21:55 main:574] : INFO : Epoch 1952 | loss: 0.0312089 | val_loss: 0.0312045 | Time: 4661.25 ms [2021-01-21 21:22:00 main:574] : INFO : Epoch 1953 | loss: 0.0312086 | val_loss: 0.0312022 | Time: 4880.33 ms [2021-01-21 21:22:05 main:574] : INFO : Epoch 1954 | loss: 0.0312066 | val_loss: 0.0312013 | Time: 4797.88 ms [2021-01-21 21:22:10 main:574] : INFO : Epoch 1955 | loss: 0.0312047 | val_loss: 0.0311998 | Time: 4628.96 ms [2021-01-21 21:22:14 main:574] : INFO : Epoch 1956 | loss: 0.0312038 | val_loss: 0.0311994 | Time: 4718.81 ms [2021-01-21 21:22:19 main:574] : INFO : Epoch 1957 | loss: 0.0312033 | val_loss: 0.0311985 | Time: 4855.44 ms [2021-01-21 21:22:24 main:574] : INFO : Epoch 1958 | loss: 0.0312023 | val_loss: 0.0311997 | Time: 4557.43 ms [2021-01-21 21:22:29 main:574] : INFO : Epoch 1959 | loss: 0.0312014 | val_loss: 0.0311978 | Time: 4847.31 ms [2021-01-21 21:22:33 main:574] : INFO : Epoch 1960 | loss: 0.0312012 | val_loss: 0.0311991 | Time: 4366.16 ms [2021-01-21 21:22:38 main:574] : INFO : Epoch 1961 | loss: 0.0312008 | val_loss: 0.031197 | Time: 4892.06 ms [2021-01-21 21:22:44 main:574] : INFO : Epoch 1962 | loss: 0.0312004 | val_loss: 0.0312032 | Time: 4935.71 ms [2021-01-21 21:22:48 main:574] : INFO : Epoch 1963 | loss: 0.0312002 | val_loss: 0.0311977 | Time: 4571.78 ms [2021-01-21 21:22:53 main:574] : INFO : Epoch 1964 | loss: 0.0311982 | val_loss: 0.0311953 | Time: 4950.18 ms [2021-01-21 21:22:58 main:574] : INFO : Epoch 1965 | loss: 0.031198 | val_loss: 0.0311949 | Time: 4657.4 ms [2021-01-21 21:23:03 main:574] : INFO : Epoch 1966 | loss: 0.0311982 | val_loss: 0.0311942 | Time: 5051.84 ms [2021-01-21 21:23:08 main:574] : INFO : Epoch 1967 | loss: 0.0311968 | val_loss: 0.0311935 | Time: 4921.73 ms [2021-01-21 21:23:14 main:574] : INFO : Epoch 1968 | loss: 0.0311965 | val_loss: 0.0311944 | Time: 5007.58 ms [2021-01-21 21:23:18 main:574] : INFO : Epoch 1969 | loss: 0.0311959 | val_loss: 0.0311959 | Time: 4523.9 ms [2021-01-21 21:23:23 main:574] : INFO : Epoch 1970 | loss: 0.0311963 | val_loss: 0.0311951 | Time: 4808.95 ms [2021-01-21 21:23:28 main:574] : INFO : Epoch 1971 | loss: 0.0311951 | val_loss: 0.0311928 | Time: 4924.44 ms [2021-01-21 21:23:33 main:574] : INFO : Epoch 1972 | loss: 0.0311957 | val_loss: 0.0311935 | Time: 4716.76 ms [2021-01-21 21:23:38 main:574] : INFO : Epoch 1973 | loss: 0.0311963 | val_loss: 0.0311929 | Time: 4796.66 ms [2021-01-21 21:23:43 main:574] : INFO : Epoch 1974 | loss: 0.0311936 | val_loss: 0.0311929 | Time: 4763.01 ms [2021-01-21 21:23:47 main:574] : INFO : Epoch 1975 | loss: 0.0311935 | val_loss: 0.0311912 | Time: 4426.09 ms [2021-01-21 21:23:52 main:574] : INFO : Epoch 1976 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 4594.6 ms [2021-01-21 21:23:57 main:574] : INFO : Epoch 1977 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 4600.68 ms [2021-01-21 21:24:02 main:574] : INFO : Epoch 1978 | loss: 0.0311936 | val_loss: 0.0311928 | Time: 4670.45 ms [2021-01-21 21:24:06 main:574] : INFO : Epoch 1979 | loss: 0.0311924 | val_loss: 0.0311928 | Time: 4682.05 ms [2021-01-21 21:24:11 main:574] : INFO : Epoch 1980 | loss: 0.0311947 | val_loss: 0.031191 | Time: 4863.43 ms [2021-01-21 21:24:16 main:574] : INFO : Epoch 1981 | loss: 0.031191 | val_loss: 0.0311877 | Time: 4975.55 ms [2021-01-21 21:24:21 main:574] : INFO : Epoch 1982 | loss: 0.0311893 | val_loss: 0.0311874 | Time: 4848.08 ms [2021-01-21 21:24:26 main:574] : INFO : Epoch 1983 | loss: 0.031189 | val_loss: 0.031187 | Time: 4714.91 ms [2021-01-21 21:24:31 main:574] : INFO : Epoch 1984 | loss: 0.0311888 | val_loss: 0.0311865 | Time: 4384.58 ms [2021-01-21 21:24:36 main:574] : INFO : Epoch 1985 | loss: 0.031188 | val_loss: 0.0311855 | Time: 4977.04 ms [2021-01-21 21:24:41 main:574] : INFO : Epoch 1986 | loss: 0.0311879 | val_loss: 0.0311867 | Time: 4919.57 ms [2021-01-21 21:24:45 main:574] : INFO : Epoch 1987 | loss: 0.0311887 | val_loss: 0.0311885 | Time: 4567.8 ms [2021-01-21 21:24:50 main:574] : INFO : Epoch 1988 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 4701.16 ms [2021-01-21 21:24:55 main:574] : INFO : Epoch 1989 | loss: 0.0311879 | val_loss: 0.0311853 | Time: 4866.69 ms [2021-01-21 21:25:00 main:574] : INFO : Epoch 1990 | loss: 0.0311864 | val_loss: 0.0311859 | Time: 4942.31 ms [2021-01-21 21:25:05 main:574] : INFO : Epoch 1991 | loss: 0.0311862 | val_loss: 0.031185 | Time: 4912.37 ms [2021-01-21 21:25:11 main:574] : INFO : Epoch 1992 | loss: 0.0311862 | val_loss: 0.0311844 | Time: 4993.4 ms [2021-01-21 21:25:16 main:574] : INFO : Epoch 1993 | loss: 0.0311867 | val_loss: 0.0311913 | Time: 4877.07 ms [2021-01-21 21:25:21 main:574] : INFO : Epoch 1994 | loss: 0.0311887 | val_loss: 0.0311841 | Time: 4893.01 ms [2021-01-21 21:25:25 main:574] : INFO : Epoch 1995 | loss: 0.0311866 | val_loss: 0.0311836 | Time: 4512.53 ms [2021-01-21 21:25:30 main:574] : INFO : Epoch 1996 | loss: 0.0311848 | val_loss: 0.0311835 | Time: 4876.49 ms [2021-01-21 21:25:36 main:574] : INFO : Epoch 1997 | loss: 0.0311844 | val_loss: 0.0311834 | Time: 4927.22 ms [2021-01-21 21:25:41 main:574] : INFO : Epoch 1998 | loss: 0.0311845 | val_loss: 0.0311839 | Time: 4932.89 ms [2021-01-21 21:25:46 main:574] : INFO : Epoch 1999 | loss: 0.0311844 | val_loss: 0.0311833 | Time: 5085.48 ms [2021-01-21 21:25:51 main:574] : INFO : Epoch 2000 | loss: 0.0311837 | val_loss: 0.0311832 | Time: 4699.24 ms [2021-01-21 21:25:55 main:574] : INFO : Epoch 2001 | loss: 0.0311832 | val_loss: 0.0311829 | Time: 4666.45 ms [2021-01-21 21:26:00 main:574] : INFO : Epoch 2002 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 4902.99 ms [2021-01-21 21:26:06 main:574] : INFO : Epoch 2003 | loss: 0.0311829 | val_loss: 0.0311831 | Time: 4835.63 ms [2021-01-21 21:26:11 main:574] : INFO : Epoch 2004 | loss: 0.0311827 | val_loss: 0.0311822 | Time: 4912.67 ms [2021-01-21 21:26:16 main:574] : INFO : Epoch 2005 | loss: 0.0311824 | val_loss: 0.0311822 | Time: 4958.56 ms [2021-01-21 21:26:21 main:574] : INFO : Epoch 2006 | loss: 0.0311826 | val_loss: 0.031182 | Time: 4741.1 ms [2021-01-21 21:26:25 main:574] : INFO : Epoch 2007 | loss: 0.031184 | val_loss: 0.0311842 | Time: 4536.54 ms [2021-01-21 21:26:30 main:574] : INFO : Epoch 2008 | loss: 0.031183 | val_loss: 0.0311844 | Time: 4657.31 ms [2021-01-21 21:26:35 main:574] : INFO : Epoch 2009 | loss: 0.0311827 | val_loss: 0.0311826 | Time: 4841.15 ms [2021-01-21 21:26:40 main:574] : INFO : Epoch 2010 | loss: 0.0311822 | val_loss: 0.0311846 | Time: 4822.48 ms [2021-01-21 21:26:45 main:574] : INFO : Epoch 2011 | loss: 0.0311819 | val_loss: 0.0311833 | Time: 4588.71 ms [2021-01-21 21:26:50 main:574] : INFO : Epoch 2012 | loss: 0.0311822 | val_loss: 0.0311816 | Time: 4962.15 ms [2021-01-21 21:26:55 main:574] : INFO : Epoch 2013 | loss: 0.0311826 | val_loss: 0.0311852 | Time: 4644.2 ms [2021-01-21 21:27:00 main:574] : INFO : Epoch 2014 | loss: 0.031184 | val_loss: 0.0311919 | Time: 5139.56 ms [2021-01-21 21:27:05 main:574] : INFO : Epoch 2015 | loss: 0.0311828 | val_loss: 0.0311846 | Time: 4871.34 ms [2021-01-21 21:27:10 main:574] : INFO : Epoch 2016 | loss: 0.0311812 | val_loss: 0.0311836 | Time: 4818.49 ms [2021-01-21 21:27:15 main:574] : INFO : Epoch 2017 | loss: 0.0311819 | val_loss: 0.0311836 | Time: 4678.13 ms [2021-01-21 21:27:20 main:574] : INFO : Epoch 2018 | loss: 0.031181 | val_loss: 0.0311819 | Time: 4881.32 ms [2021-01-21 21:27:25 main:574] : INFO : Epoch 2019 | loss: 0.031181 | val_loss: 0.0311845 | Time: 4990.11 ms [2021-01-21 21:27:30 main:574] : INFO : Epoch 2020 | loss: 0.0311803 | val_loss: 0.0311845 | Time: 4792.36 ms [2021-01-21 21:27:35 main:574] : INFO : Epoch 2021 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 5104.16 ms [2021-01-21 21:27:40 main:574] : INFO : Epoch 2022 | loss: 0.031183 | val_loss: 0.0311847 | Time: 4828.23 ms [2021-01-21 21:27:45 main:574] : INFO : Epoch 2023 | loss: 0.0311806 | val_loss: 0.0311824 | Time: 4558.25 ms [2021-01-21 21:27:50 main:574] : INFO : Epoch 2024 | loss: 0.0311804 | val_loss: 0.0311836 | Time: 4837.34 ms [2021-01-21 21:27:55 main:574] : INFO : Epoch 2025 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 4787.96 ms [2021-01-21 21:28:00 main:574] : INFO : Epoch 2026 | loss: 0.0311795 | val_loss: 0.0311862 | Time: 4909.1 ms [2021-01-21 21:28:05 main:574] : INFO : Epoch 2027 | loss: 0.0311814 | val_loss: 0.0311821 | Time: 4802.6 ms [2021-01-21 21:28:11 main:574] : INFO : Epoch 2028 | loss: 0.0311817 | val_loss: 0.0311834 | Time: 4991.03 ms [2021-01-21 21:28:16 main:574] : INFO : Epoch 2029 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 5097.05 ms [2021-01-21 21:28:21 main:574] : INFO : Epoch 2030 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 4930.67 ms [2021-01-21 21:28:26 main:574] : INFO : Epoch 2031 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 4899.38 ms [2021-01-21 21:28:31 main:574] : INFO : Epoch 2032 | loss: 0.0311813 | val_loss: 0.031188 | Time: 4664.85 ms [2021-01-21 21:28:36 main:574] : INFO : Epoch 2033 | loss: 0.0311831 | val_loss: 0.0311825 | Time: 4707.3 ms [2021-01-21 21:28:41 main:574] : INFO : Epoch 2034 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 4998.91 ms [2021-01-21 21:28:46 main:574] : INFO : Epoch 2035 | loss: 0.031179 | val_loss: 0.0311803 | Time: 4766.8 ms [2021-01-21 21:28:50 main:574] : INFO : Epoch 2036 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 4413.76 ms [2021-01-21 21:28:55 main:574] : INFO : Epoch 2037 | loss: 0.03118 | val_loss: 0.0311813 | Time: 4852.33 ms [2021-01-21 21:29:00 main:574] : INFO : Epoch 2038 | loss: 0.031179 | val_loss: 0.0311837 | Time: 4934.96 ms [2021-01-21 21:29:05 main:574] : INFO : Epoch 2039 | loss: 0.0311797 | val_loss: 0.0311821 | Time: 5035.2 ms [2021-01-21 21:29:10 main:574] : INFO : Epoch 2040 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 4906.11 ms [2021-01-21 21:29:16 main:574] : INFO : Epoch 2041 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 5085.89 ms [2021-01-21 21:29:21 main:574] : INFO : Epoch 2042 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 4878.33 ms [2021-01-21 21:29:26 main:574] : INFO : Epoch 2043 | loss: 0.0311791 | val_loss: 0.0311799 | Time: 4829.74 ms [2021-01-21 21:29:30 main:574] : INFO : Epoch 2044 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 4550.86 ms [2021-01-21 21:29:35 main:574] : INFO : Epoch 2045 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 4834.28 ms [2021-01-21 21:29:40 main:574] : INFO : Epoch 2046 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 4814.45 ms [2021-01-21 21:29:45 main:574] : INFO : Epoch 2047 | loss: 0.0311796 | val_loss: 0.0311795 | Time: 4561.96 ms [2021-01-21 21:29:50 main:574] : INFO : Epoch 2048 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 4848 ms [2021-01-21 21:29:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311828 [2021-01-21 21:29:50 main:603] : INFO : Saving end state to config to file [2021-01-21 21:29:50 main:608] : INFO : Success, exiting.. 21:29:51 (6596): 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)