Task 3751568
| Name | ParityModified-1609264443-22736-3_1 |
| Workunit | 1844088 |
| Created | 21 Jan 2021, 18:49:51 UTC |
| Sent | 21 Jan 2021, 19:05:12 UTC |
| Report deadline | 28 Jan 2021, 19:05:12 UTC |
| Received | 21 Jan 2021, 22:27:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 2 hours 13 min 6 sec |
| CPU time | 1 hours 56 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311787 | val_loss: 0.0311849 | Time: 3776.65 ms
[2021-01-21 12:54:48 main:574] : INFO : Epoch 1543 | loss: 0.0311815 | val_loss: 0.0311811 | Time: 3570.85 ms
[2021-01-21 12:54:52 main:574] : INFO : Epoch 1544 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 3669.2 ms
[2021-01-21 12:54:56 main:574] : INFO : Epoch 1545 | loss: 0.0311798 | val_loss: 0.0311847 | Time: 3890.45 ms
[2021-01-21 12:55:00 main:574] : INFO : Epoch 1546 | loss: 0.0311817 | val_loss: 0.0311803 | Time: 3825.25 ms
[2021-01-21 12:55:04 main:574] : INFO : Epoch 1547 | loss: 0.0311771 | val_loss: 0.0311817 | Time: 4074.98 ms
[2021-01-21 12:55:08 main:574] : INFO : Epoch 1548 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 4066.63 ms
[2021-01-21 12:55:12 main:574] : INFO : Epoch 1549 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 3585.07 ms
[2021-01-21 12:55:16 main:574] : INFO : Epoch 1550 | loss: 0.031181 | val_loss: 0.0311787 | Time: 4075.04 ms
[2021-01-21 12:55:20 main:574] : INFO : Epoch 1551 | loss: 0.0311795 | val_loss: 0.031179 | Time: 3775.64 ms
[2021-01-21 12:55:24 main:574] : INFO : Epoch 1552 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 3662.83 ms
[2021-01-21 12:55:27 main:574] : INFO : Epoch 1553 | loss: 0.0311815 | val_loss: 0.031182 | Time: 3591.77 ms
[2021-01-21 12:55:31 main:574] : INFO : Epoch 1554 | loss: 0.0311852 | val_loss: 0.031192 | Time: 3540.17 ms
[2021-01-21 12:55:35 main:574] : INFO : Epoch 1555 | loss: 0.0311898 | val_loss: 0.0311852 | Time: 3872.04 ms
[2021-01-21 12:55:39 main:574] : INFO : Epoch 1556 | loss: 0.0311872 | val_loss: 0.031184 | Time: 3465.17 ms
[2021-01-21 12:55:43 main:574] : INFO : Epoch 1557 | loss: 0.0311866 | val_loss: 0.0311827 | Time: 3917 ms
[2021-01-21 12:55:47 main:574] : INFO : Epoch 1558 | loss: 0.0311864 | val_loss: 0.0311849 | Time: 4092.54 ms
[2021-01-21 12:55:51 main:574] : INFO : Epoch 1559 | loss: 0.0311857 | val_loss: 0.0311876 | Time: 3978.34 ms
[2021-01-21 12:55:55 main:574] : INFO : Epoch 1560 | loss: 0.0311828 | val_loss: 0.0311825 | Time: 3581.38 ms
[2021-01-21 12:55:58 main:574] : INFO : Epoch 1561 | loss: 0.0311821 | val_loss: 0.0311823 | Time: 3510.92 ms
[2021-01-21 12:56:02 main:574] : INFO : Epoch 1562 | loss: 0.0311845 | val_loss: 0.0311889 | Time: 3901.62 ms
[2021-01-21 12:56:06 main:574] : INFO : Epoch 1563 | loss: 0.031185 | val_loss: 0.0311883 | Time: 3628.33 ms
[2021-01-21 12:56:10 main:574] : INFO : Epoch 1564 | loss: 0.0311867 | val_loss: 0.0311871 | Time: 3783.09 ms
[2021-01-21 12:56:14 main:574] : INFO : Epoch 1565 | loss: 0.0311883 | val_loss: 0.0311907 | Time: 4121.89 ms
[2021-01-21 12:56:18 main:574] : INFO : Epoch 1566 | loss: 0.0311886 | val_loss: 0.0311942 | Time: 3780.39 ms
[2021-01-21 12:56:22 main:574] : INFO : Epoch 1567 | loss: 0.0311877 | val_loss: 0.0311843 | Time: 3933.76 ms
[2021-01-21 12:56:26 main:574] : INFO : Epoch 1568 | loss: 0.0311827 | val_loss: 0.0311832 | Time: 3980.31 ms
[2021-01-21 12:56:30 main:574] : INFO : Epoch 1569 | loss: 0.0311815 | val_loss: 0.031181 | Time: 3605.78 ms
[2021-01-21 12:56:34 main:574] : INFO : Epoch 1570 | loss: 0.0311814 | val_loss: 0.0311882 | Time: 3695.63 ms
[2021-01-21 12:56:38 main:574] : INFO : Epoch 1571 | loss: 0.031183 | val_loss: 0.0311861 | Time: 3601.44 ms
[2021-01-21 12:56:41 main:574] : INFO : Epoch 1572 | loss: 0.0311812 | val_loss: 0.031183 | Time: 3624.49 ms
[2021-01-21 12:56:45 main:574] : INFO : Epoch 1573 | loss: 0.0311818 | val_loss: 0.0311801 | Time: 3447.61 ms
[2021-01-21 12:56:49 main:574] : INFO : Epoch 1574 | loss: 0.0311797 | val_loss: 0.0311862 | Time: 3977.99 ms
[2021-01-21 12:56:52 main:574] : INFO : Epoch 1575 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 3474.79 ms
[2021-01-21 12:56:56 main:574] : INFO : Epoch 1576 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 3459.76 ms
[2021-01-21 12:57:00 main:574] : INFO : Epoch 1577 | loss: 0.0311778 | val_loss: 0.0311818 | Time: 3510.57 ms
[2021-01-21 12:57:03 main:574] : INFO : Epoch 1578 | loss: 0.0311766 | val_loss: 0.0311802 | Time: 3508.56 ms
[2021-01-21 12:57:07 main:574] : INFO : Epoch 1579 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 3515.11 ms
[2021-01-21 12:57:11 main:574] : INFO : Epoch 1580 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 3695.8 ms
[2021-01-21 12:57:15 main:574] : INFO : Epoch 1581 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 3888.97 ms
[2021-01-21 12:57:19 main:574] : INFO : Epoch 1582 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 3657.48 ms
[2021-01-21 12:57:23 main:574] : INFO : Epoch 1583 | loss: 0.0311769 | val_loss: 0.0311883 | Time: 3648.09 ms
[2021-01-21 12:57:26 main:574] : INFO : Epoch 1584 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 3587.45 ms
[2021-01-21 12:57:31 main:574] : INFO : Epoch 1585 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 3917.96 ms
[2021-01-21 12:57:34 main:574] : INFO : Epoch 1586 | loss: 0.0311769 | val_loss: 0.0311816 | Time: 3808.03 ms
[2021-01-21 12:57:38 main:574] : INFO : Epoch 1587 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 3610.75 ms
[2021-01-21 12:57:42 main:574] : INFO : Epoch 1588 | loss: 0.0311766 | val_loss: 0.03118 | Time: 4056.75 ms
[2021-01-21 12:57:46 main:574] : INFO : Epoch 1589 | loss: 0.0311755 | val_loss: 0.0311822 | Time: 4035.03 ms
[2021-01-21 12:57:50 main:574] : INFO : Epoch 1590 | loss: 0.031179 | val_loss: 0.0311825 | Time: 3487.45 ms
[2021-01-21 12:57:54 main:574] : INFO : Epoch 1591 | loss: 0.0311799 | val_loss: 0.0311848 | Time: 3905.35 ms
[2021-01-21 12:57:58 main:574] : INFO : Epoch 1592 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 3978.11 ms
[2021-01-21 12:58:02 main:574] : INFO : Epoch 1593 | loss: 0.0311782 | val_loss: 0.031181 | Time: 3523.67 ms
[2021-01-21 12:58:06 main:574] : INFO : Epoch 1594 | loss: 0.0311807 | val_loss: 0.0312018 | Time: 3865.57 ms
[2021-01-21 12:58:10 main:574] : INFO : Epoch 1595 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 4014.92 ms
[2021-01-21 12:58:14 main:574] : INFO : Epoch 1596 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 3838.44 ms
[2021-01-21 12:58:18 main:574] : INFO : Epoch 1597 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 3556.43 ms
[2021-01-21 12:58:21 main:574] : INFO : Epoch 1598 | loss: 0.0311784 | val_loss: 0.0311808 | Time: 3520.45 ms
[2021-01-21 12:58:25 main:574] : INFO : Epoch 1599 | loss: 0.0311799 | val_loss: 0.0311779 | Time: 3791.75 ms
[2021-01-21 12:58:30 main:574] : INFO : Epoch 1600 | loss: 0.0311794 | val_loss: 0.0311788 | Time: 4173.96 ms
[2021-01-21 12:58:34 main:574] : INFO : Epoch 1601 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 3932.28 ms
[2021-01-21 12:58:38 main:574] : INFO : Epoch 1602 | loss: 0.0311765 | val_loss: 0.0311775 | Time: 3936.09 ms
[2021-01-21 12:58:42 main:574] : INFO : Epoch 1603 | loss: 0.031179 | val_loss: 0.0311772 | Time: 3955.44 ms
[2021-01-21 12:58:45 main:574] : INFO : Epoch 1604 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 3606.39 ms
[2021-01-21 12:58:49 main:574] : INFO : Epoch 1605 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 3985.77 ms
[2021-01-21 12:58:53 main:574] : INFO : Epoch 1606 | loss: 0.0311785 | val_loss: 0.0311778 | Time: 3734.78 ms
[2021-01-21 12:58:57 main:574] : INFO : Epoch 1607 | loss: 0.0311812 | val_loss: 0.0311793 | Time: 3947.21 ms
[2021-01-21 12:59:01 main:574] : INFO : Epoch 1608 | loss: 0.0311809 | val_loss: 0.0311822 | Time: 3630.94 ms
[2021-01-21 12:59:05 main:574] : INFO : Epoch 1609 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 3907.5 ms
[2021-01-21 12:59:09 main:574] : INFO : Epoch 1610 | loss: 0.0311853 | val_loss: 0.0311876 | Time: 4032.87 ms
[2021-01-21 12:59:13 main:574] : INFO : Epoch 1611 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 3768.39 ms
[2021-01-21 12:59:17 main:574] : INFO : Epoch 1612 | loss: 0.0311834 | val_loss: 0.0311861 | Time: 3805.01 ms
[2021-01-21 12:59:21 main:574] : INFO : Epoch 1613 | loss: 0.0311819 | val_loss: 0.0311828 | Time: 3683.87 ms
[2021-01-21 12:59:25 main:574] : INFO : Epoch 1614 | loss: 0.0311851 | val_loss: 0.031189 | Time: 3556.3 ms
[2021-01-21 12:59:29 main:574] : INFO : Epoch 1615 | loss: 0.031183 | val_loss: 0.0311821 | Time: 3810.77 ms
[2021-01-21 12:59:32 main:574] : INFO : Epoch 1616 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 3487.96 ms
[2021-01-21 12:59:36 main:574] : INFO : Epoch 1617 | loss: 0.0311817 | val_loss: 0.0311813 | Time: 3798.92 ms
[2021-01-21 12:59:40 main:574] : INFO : Epoch 1618 | loss: 0.0311819 | val_loss: 0.0311822 | Time: 3834.28 ms
[2021-01-21 12:59:44 main:574] : INFO : Epoch 1619 | loss: 0.0311814 | val_loss: 0.0311832 | Time: 3590.93 ms
[2021-01-21 12:59:48 main:574] : INFO : Epoch 1620 | loss: 0.0311841 | val_loss: 0.0311898 | Time: 4067.82 ms
[2021-01-21 12:59:52 main:574] : INFO : Epoch 1621 | loss: 0.0311843 | val_loss: 0.031195 | Time: 3644.87 ms
[2021-01-21 12:59:56 main:574] : INFO : Epoch 1622 | loss: 0.03119 | val_loss: 0.0311859 | Time: 4009.53 ms
[2021-01-21 13:00:00 main:574] : INFO : Epoch 1623 | loss: 0.031196 | val_loss: 0.0311889 | Time: 3604.33 ms
[2021-01-21 13:00:04 main:574] : INFO : Epoch 1624 | loss: 0.0311951 | val_loss: 0.0311867 | Time: 3971.17 ms
[2021-01-21 13:00:07 main:574] : INFO : Epoch 1625 | loss: 0.0311904 | val_loss: 0.0311846 | Time: 3543.87 ms
[2021-01-21 13:00:11 main:574] : INFO : Epoch 1626 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 3541.5 ms
[2021-01-21 13:00:15 main:574] : INFO : Epoch 1627 | loss: 0.03119 | val_loss: 0.0311831 | Time: 3885.99 ms
[2021-01-21 13:00:19 main:574] : INFO : Epoch 1628 | loss: 0.0311881 | val_loss: 0.0311862 | Time: 3962.18 ms
[2021-01-21 13:00:23 main:574] : INFO : Epoch 1629 | loss: 0.0311877 | val_loss: 0.0311834 | Time: 3683.82 ms
[2021-01-21 13:00:27 main:574] : INFO : Epoch 1630 | loss: 0.0311874 | val_loss: 0.0311861 | Time: 4022.45 ms
[2021-01-21 13:00:31 main:574] : INFO : Epoch 1631 | loss: 0.0311867 | val_loss: 0.0311845 | Time: 4006.11 ms
[2021-01-21 13:00:36 main:574] : INFO : Epoch 1632 | loss: 0.031187 | val_loss: 0.0311871 | Time: 4025.39 ms
[2021-01-21 13:00:39 main:574] : INFO : Epoch 1633 | loss: 0.031189 | val_loss: 0.031187 | Time: 3744.29 ms
[2021-01-21 13:00:43 main:574] : INFO : Epoch 1634 | loss: 0.0311905 | val_loss: 0.0311863 | Time: 3577.08 ms
[2021-01-21 13:00:47 main:574] : INFO : Epoch 1635 | loss: 0.0311898 | val_loss: 0.0311867 | Time: 3669.3 ms
[2021-01-21 13:00:51 main:574] : INFO : Epoch 1636 | loss: 0.0311881 | val_loss: 0.0311868 | Time: 3492.69 ms
[2021-01-21 13:00:54 main:574] : INFO : Epoch 1637 | loss: 0.0311886 | val_loss: 0.0311881 | Time: 3639.51 ms
[2021-01-21 13:00:58 main:574] : INFO : Epoch 1638 | loss: 0.0311927 | val_loss: 0.0311892 | Time: 3571.86 ms
[2021-01-21 13:01:02 main:574] : INFO : Epoch 1639 | loss: 0.0311907 | val_loss: 0.0311921 | Time: 3596.57 ms
[2021-01-21 13:01:06 main:574] : INFO : Epoch 1640 | loss: 0.0311964 | val_loss: 0.0312018 | Time: 3718.53 ms
[2021-01-21 13:01:10 main:574] : INFO : Epoch 1641 | loss: 0.0312025 | val_loss: 0.0312148 | Time: 3860.42 ms
[2021-01-21 13:01:13 main:574] : INFO : Epoch 1642 | loss: 0.0312215 | val_loss: 0.0312253 | Time: 3553.81 ms
[2021-01-21 13:01:17 main:574] : INFO : Epoch 1643 | loss: 0.0312246 | val_loss: 0.0312251 | Time: 3803.27 ms
[2021-01-21 13:01:21 main:574] : INFO : Epoch 1644 | loss: 0.0312241 | val_loss: 0.0312262 | Time: 3857.8 ms
[2021-01-21 13:01:26 main:574] : INFO : Epoch 1645 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 4126.19 ms
[2021-01-21 13:01:30 main:574] : INFO : Epoch 1646 | loss: 0.0312251 | val_loss: 0.0312242 | Time: 3951.25 ms
[2021-01-21 13:01:33 main:574] : INFO : Epoch 1647 | loss: 0.0312265 | val_loss: 0.0312278 | Time: 3502.52 ms
[2021-01-21 13:01:37 main:574] : INFO : Epoch 1648 | loss: 0.0312266 | val_loss: 0.0312275 | Time: 3961.76 ms
[2021-01-21 13:01:41 main:574] : INFO : Epoch 1649 | loss: 0.0312256 | val_loss: 0.0312278 | Time: 3825.53 ms
[2021-01-21 13:01:45 main:574] : INFO : Epoch 1650 | loss: 0.0312237 | val_loss: 0.031223 | Time: 3581.06 ms
[2021-01-21 13:01:49 main:574] : INFO : Epoch 1651 | loss: 0.031223 | val_loss: 0.0312255 | Time: 3806.16 ms
[2021-01-21 13:01:53 main:574] : INFO : Epoch 1652 | loss: 0.0312204 | val_loss: 0.0312182 | Time: 3508.81 ms
[2021-01-21 13:01:57 main:574] : INFO : Epoch 1653 | loss: 0.0312192 | val_loss: 0.03122 | Time: 3978.46 ms
[2021-01-21 13:02:01 main:574] : INFO : Epoch 1654 | loss: 0.0312179 | val_loss: 0.0312169 | Time: 3853.29 ms
[2021-01-21 13:02:04 main:574] : INFO : Epoch 1655 | loss: 0.0312199 | val_loss: 0.0312169 | Time: 3517.56 ms
[2021-01-21 13:02:08 main:574] : INFO : Epoch 1656 | loss: 0.0312187 | val_loss: 0.0312162 | Time: 3643.45 ms
[2021-01-21 13:02:12 main:574] : INFO : Epoch 1657 | loss: 0.0312175 | val_loss: 0.031216 | Time: 3835.09 ms
[2021-01-21 13:02:16 main:574] : INFO : Epoch 1658 | loss: 0.0312168 | val_loss: 0.0312165 | Time: 3486.74 ms
[2021-01-21 13:02:20 main:574] : INFO : Epoch 1659 | loss: 0.0312164 | val_loss: 0.0312197 | Time: 4005.74 ms
[2021-01-21 13:02:24 main:574] : INFO : Epoch 1660 | loss: 0.0312167 | val_loss: 0.0312183 | Time: 3591.67 ms
[2021-01-21 13:02:27 main:574] : INFO : Epoch 1661 | loss: 0.0312142 | val_loss: 0.0312153 | Time: 3628.18 ms
[2021-01-21 13:02:31 main:574] : INFO : Epoch 1662 | loss: 0.0312147 | val_loss: 0.0312225 | Time: 3740.82 ms
[2021-01-21 13:02:35 main:574] : INFO : Epoch 1663 | loss: 0.0312168 | val_loss: 0.0312147 | Time: 4076.6 ms
[2021-01-21 13:02:39 main:574] : INFO : Epoch 1664 | loss: 0.0312185 | val_loss: 0.0312179 | Time: 3646.98 ms
[2021-01-21 13:02:43 main:574] : INFO : Epoch 1665 | loss: 0.0312164 | val_loss: 0.0312149 | Time: 3560.03 ms
[2021-01-21 13:02:47 main:574] : INFO : Epoch 1666 | loss: 0.0312154 | val_loss: 0.0312169 | Time: 4107.09 ms
[2021-01-21 13:02:51 main:574] : INFO : Epoch 1667 | loss: 0.0312146 | val_loss: 0.0312145 | Time: 3884.17 ms
[2021-01-21 13:02:55 main:574] : INFO : Epoch 1668 | loss: 0.0312134 | val_loss: 0.0312137 | Time: 3796.74 ms
[2021-01-21 13:02:59 main:574] : INFO : Epoch 1669 | loss: 0.0312127 | val_loss: 0.0312137 | Time: 3838.96 ms
[2021-01-21 13:03:03 main:574] : INFO : Epoch 1670 | loss: 0.0312123 | val_loss: 0.0312135 | Time: 3796.41 ms
[2021-01-21 13:03:07 main:574] : INFO : Epoch 1671 | loss: 0.0312147 | val_loss: 0.031218 | Time: 3778.08 ms
[2021-01-21 13:03:11 main:574] : INFO : Epoch 1672 | loss: 0.031214 | val_loss: 0.0312142 | Time: 3723.22 ms
[2021-01-21 13:03:15 main:574] : INFO : Epoch 1673 | loss: 0.031213 | val_loss: 0.0312146 | Time: 4047.58 ms
[2021-01-21 13:03:19 main:574] : INFO : Epoch 1674 | loss: 0.0312118 | val_loss: 0.0312138 | Time: 4004.02 ms
[2021-01-21 13:03:23 main:574] : INFO : Epoch 1675 | loss: 0.0312113 | val_loss: 0.0312141 | Time: 3993.69 ms
[2021-01-21 13:03:27 main:574] : INFO : Epoch 1676 | loss: 0.0312123 | val_loss: 0.0312155 | Time: 3544.2 ms
[2021-01-21 13:03:31 main:574] : INFO : Epoch 1677 | loss: 0.0312175 | val_loss: 0.0312288 | Time: 3708.01 ms
[2021-01-21 13:03:34 main:574] : INFO : Epoch 1678 | loss: 0.031217 | val_loss: 0.0312153 | Time: 3547.68 ms
[2021-01-21 13:03:38 main:574] : INFO : Epoch 1679 | loss: 0.031212 | val_loss: 0.0312131 | Time: 3654.91 ms
[2021-01-21 13:03:42 main:574] : INFO : Epoch 1680 | loss: 0.0312123 | val_loss: 0.0312138 | Time: 3798.91 ms
[2021-01-21 13:03:46 main:574] : INFO : Epoch 1681 | loss: 0.0312115 | val_loss: 0.0312167 | Time: 4069.63 ms
[2021-01-21 13:03:50 main:574] : INFO : Epoch 1682 | loss: 0.0312121 | val_loss: 0.0312128 | Time: 3472.77 ms
[2021-01-21 13:03:53 main:574] : INFO : Epoch 1683 | loss: 0.0312131 | val_loss: 0.0312121 | Time: 3482.66 ms
[2021-01-21 13:03:58 main:574] : INFO : Epoch 1684 | loss: 0.0312102 | val_loss: 0.0312118 | Time: 3964.04 ms
[2021-01-21 13:04:01 main:574] : INFO : Epoch 1685 | loss: 0.0312106 | val_loss: 0.0312152 | Time: 3713.6 ms
[2021-01-21 13:04:05 main:574] : INFO : Epoch 1686 | loss: 0.0312107 | val_loss: 0.0312133 | Time: 3594.14 ms
[2021-01-21 13:04:09 main:574] : INFO : Epoch 1687 | loss: 0.0312098 | val_loss: 0.0312118 | Time: 3496.3 ms
[2021-01-21 13:04:12 main:574] : INFO : Epoch 1688 | loss: 0.0312113 | val_loss: 0.0312155 | Time: 3526.55 ms
[2021-01-21 13:04:16 main:574] : INFO : Epoch 1689 | loss: 0.0312133 | val_loss: 0.0312122 | Time: 4048.97 ms
[2021-01-21 13:04:20 main:574] : INFO : Epoch 1690 | loss: 0.0312097 | val_loss: 0.0312115 | Time: 3670.51 ms
[2021-01-21 13:04:24 main:574] : INFO : Epoch 1691 | loss: 0.0312098 | val_loss: 0.0312109 | Time: 3548.16 ms
[2021-01-21 13:04:28 main:574] : INFO : Epoch 1692 | loss: 0.0312111 | val_loss: 0.0312156 | Time: 4048.89 ms
[2021-01-21 13:04:32 main:574] : INFO : Epoch 1693 | loss: 0.0312112 | val_loss: 0.0312109 | Time: 3941.65 ms
[2021-01-21 13:04:36 main:574] : INFO : Epoch 1694 | loss: 0.0312095 | val_loss: 0.0312121 | Time: 3565.35 ms
[2021-01-21 13:04:40 main:574] : INFO : Epoch 1695 | loss: 0.0312117 | val_loss: 0.0312215 | Time: 3920.23 ms
[2021-01-21 13:04:44 main:574] : INFO : Epoch 1696 | loss: 0.0312138 | val_loss: 0.0312109 | Time: 3531.41 ms
[2021-01-21 13:04:48 main:574] : INFO : Epoch 1697 | loss: 0.0312096 | val_loss: 0.0312101 | Time: 3783.77 ms
[2021-01-21 13:04:51 main:574] : INFO : Epoch 1698 | loss: 0.0312093 | val_loss: 0.0312099 | Time: 3656.97 ms
[2021-01-21 13:04:55 main:574] : INFO : Epoch 1699 | loss: 0.0312088 | val_loss: 0.0312101 | Time: 3503.44 ms
[2021-01-21 13:04:59 main:574] : INFO : Epoch 1700 | loss: 0.0312084 | val_loss: 0.0312099 | Time: 3946.56 ms
[2021-01-21 13:05:03 main:574] : INFO : Epoch 1701 | loss: 0.0312085 | val_loss: 0.0312103 | Time: 3936.77 ms
[2021-01-21 13:05:07 main:574] : INFO : Epoch 1702 | loss: 0.0312091 | val_loss: 0.0312102 | Time: 3678.23 ms
[2021-01-21 13:05:10 main:574] : INFO : Epoch 1703 | loss: 0.0312097 | val_loss: 0.0312115 | Time: 3455.98 ms
[2021-01-21 13:05:14 main:574] : INFO : Epoch 1704 | loss: 0.0312089 | val_loss: 0.0312098 | Time: 3645.41 ms
[2021-01-21 13:05:18 main:574] : INFO : Epoch 1705 | loss: 0.0312079 | val_loss: 0.0312125 | Time: 3875.08 ms
[2021-01-21 13:05:22 main:574] : INFO : Epoch 1706 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 3521.61 ms
[2021-01-21 13:05:26 main:574] : INFO : Epoch 1707 | loss: 0.0312099 | val_loss: 0.0312173 | Time: 4100.84 ms
[2021-01-21 13:05:30 main:574] : INFO : Epoch 1708 | loss: 0.0312097 | val_loss: 0.0312104 | Time: 3588.65 ms
[2021-01-21 13:05:34 main:574] : INFO : Epoch 1709 | loss: 0.0312084 | val_loss: 0.0312106 | Time: 3877.49 ms
[2021-01-21 13:05:38 main:574] : INFO : Epoch 1710 | loss: 0.0312086 | val_loss: 0.0312108 | Time: 3823.04 ms
[2021-01-21 13:05:41 main:574] : INFO : Epoch 1711 | loss: 0.0312083 | val_loss: 0.0312121 | Time: 3549.03 ms
[2021-01-21 13:05:45 main:574] : INFO : Epoch 1712 | loss: 0.031208 | val_loss: 0.0312094 | Time: 3831.98 ms
[2021-01-21 13:05:49 main:574] : INFO : Epoch 1713 | loss: 0.031207 | val_loss: 0.0312099 | Time: 4083.86 ms
[2021-01-21 13:05:53 main:574] : INFO : Epoch 1714 | loss: 0.0312109 | val_loss: 0.0312109 | Time: 3596.59 ms
[2021-01-21 13:05:57 main:574] : INFO : Epoch 1715 | loss: 0.0312075 | val_loss: 0.0312132 | Time: 3900.53 ms
[2021-01-21 13:06:01 main:574] : INFO : Epoch 1716 | loss: 0.0312068 | val_loss: 0.0312073 | Time: 3587.54 ms
[2021-01-21 13:06:04 main:574] : INFO : Epoch 1717 | loss: 0.0312072 | val_loss: 0.0312098 | Time: 3598.1 ms
[2021-01-21 13:06:08 main:574] : INFO : Epoch 1718 | loss: 0.0312117 | val_loss: 0.0312112 | Time: 3577.48 ms
[2021-01-21 13:06:12 main:574] : INFO : Epoch 1719 | loss: 0.0312088 | val_loss: 0.0312129 | Time: 4002.05 ms
[2021-01-21 13:06:16 main:574] : INFO : Epoch 1720 | loss: 0.0312079 | val_loss: 0.0312079 | Time: 3733.42 ms
[2021-01-21 13:06:20 main:574] : INFO : Epoch 1721 | loss: 0.0312062 | val_loss: 0.0312088 | Time: 3526.73 ms
[2021-01-21 13:06:23 main:574] : INFO : Epoch 1722 | loss: 0.0312054 | val_loss: 0.0312068 | Time: 3527.12 ms
[2021-01-21 13:06:28 main:574] : INFO : Epoch 1723 | loss: 0.0312066 | val_loss: 0.0312073 | Time: 4069.76 ms
[2021-01-21 13:06:32 main:574] : INFO : Epoch 1724 | loss: 0.0312049 | val_loss: 0.0312077 | Time: 3955.62 ms
[2021-01-21 13:06:36 main:574] : INFO : Epoch 1725 | loss: 0.0312058 | val_loss: 0.0312068 | Time: 3878.64 ms
[2021-01-21 13:06:40 main:574] : INFO : Epoch 1726 | loss: 0.0312046 | val_loss: 0.031207 | Time: 4063.91 ms
[2021-01-21 13:06:44 main:574] : INFO : Epoch 1727 | loss: 0.0312044 | val_loss: 0.031206 | Time: 3487.08 ms
[2021-01-21 13:06:47 main:574] : INFO : Epoch 1728 | loss: 0.0312053 | val_loss: 0.0312068 | Time: 3497.33 ms
[2021-01-21 13:06:51 main:574] : INFO : Epoch 1729 | loss: 0.0312137 | val_loss: 0.0312439 | Time: 3562.5 ms
[2021-01-21 13:06:55 main:574] : INFO : Epoch 1730 | loss: 0.0312176 | val_loss: 0.0312088 | Time: 3713.72 ms
[2021-01-21 13:06:58 main:574] : INFO : Epoch 1731 | loss: 0.0312111 | val_loss: 0.0312139 | Time: 3779.71 ms
[2021-01-21 13:07:02 main:574] : INFO : Epoch 1732 | loss: 0.0312083 | val_loss: 0.0312058 | Time: 3676.29 ms
[2021-01-21 13:07:06 main:574] : INFO : Epoch 1733 | loss: 0.0312057 | val_loss: 0.0312059 | Time: 3906.57 ms
[2021-01-21 13:07:10 main:574] : INFO : Epoch 1734 | loss: 0.0312055 | val_loss: 0.0312124 | Time: 3840.3 ms
[2021-01-21 13:07:14 main:574] : INFO : Epoch 1735 | loss: 0.0312056 | val_loss: 0.0312261 | Time: 3440.99 ms
[2021-01-21 13:07:17 main:574] : INFO : Epoch 1736 | loss: 0.0312066 | val_loss: 0.0312059 | Time: 3485.64 ms
[2021-01-21 13:07:21 main:574] : INFO : Epoch 1737 | loss: 0.0312039 | val_loss: 0.0312059 | Time: 3466.41 ms
[2021-01-21 13:07:25 main:574] : INFO : Epoch 1738 | loss: 0.0312041 | val_loss: 0.0312073 | Time: 3559.69 ms
[2021-01-21 13:07:28 main:574] : INFO : Epoch 1739 | loss: 0.0312039 | val_loss: 0.0312093 | Time: 3694.02 ms
[2021-01-21 13:07:32 main:574] : INFO : Epoch 1740 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 3564.67 ms
[2021-01-21 13:07:36 main:574] : INFO : Epoch 1741 | loss: 0.0312033 | val_loss: 0.0312058 | Time: 3683.73 ms
[2021-01-21 13:07:40 main:574] : INFO : Epoch 1742 | loss: 0.0312047 | val_loss: 0.0312129 | Time: 3570.96 ms
[2021-01-21 13:07:43 main:574] : INFO : Epoch 1743 | loss: 0.0312049 | val_loss: 0.0312079 | Time: 3534.47 ms
[2021-01-21 13:07:47 main:574] : INFO : Epoch 1744 | loss: 0.031204 | val_loss: 0.0312069 | Time: 3804.92 ms
[2021-01-21 13:07:51 main:574] : INFO : Epoch 1745 | loss: 0.031204 | val_loss: 0.0312064 | Time: 3503.74 ms
[2021-01-21 13:07:55 main:574] : INFO : Epoch 1746 | loss: 0.031204 | val_loss: 0.0312136 | Time: 3977.35 ms
[2021-01-21 13:07:59 main:574] : INFO : Epoch 1747 | loss: 0.0312038 | val_loss: 0.0312058 | Time: 4009.12 ms
[2021-01-21 13:08:03 main:574] : INFO : Epoch 1748 | loss: 0.0312029 | val_loss: 0.0312061 | Time: 3466.23 ms
[2021-01-21 13:08:06 main:574] : INFO : Epoch 1749 | loss: 0.0312056 | val_loss: 0.0312052 | Time: 3460.23 ms
[2021-01-21 13:08:10 main:574] : INFO : Epoch 1750 | loss: 0.0312053 | val_loss: 0.0312076 | Time: 3566.36 ms
[2021-01-21 13:08:13 main:574] : INFO : Epoch 1751 | loss: 0.0312057 | val_loss: 0.031212 | Time: 3459.55 ms
[2021-01-21 13:08:18 main:574] : INFO : Epoch 1752 | loss: 0.0312035 | val_loss: 0.0312053 | Time: 3973.55 ms
[2021-01-21 13:08:22 main:574] : INFO : Epoch 1753 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 4051.07 ms
[2021-01-21 13:08:25 main:574] : INFO : Epoch 1754 | loss: 0.0312031 | val_loss: 0.0312047 | Time: 3689.49 ms
[2021-01-21 13:08:30 main:574] : INFO : Epoch 1755 | loss: 0.031203 | val_loss: 0.031207 | Time: 3991.95 ms
[2021-01-21 13:08:34 main:574] : INFO : Epoch 1756 | loss: 0.031202 | val_loss: 0.0312062 | Time: 4068.41 ms
[2021-01-21 13:08:37 main:574] : INFO : Epoch 1757 | loss: 0.0312024 | val_loss: 0.0312056 | Time: 3526.22 ms
[2021-01-21 13:08:41 main:574] : INFO : Epoch 1758 | loss: 0.0312053 | val_loss: 0.0312048 | Time: 3469.5 ms
[2021-01-21 13:08:45 main:574] : INFO : Epoch 1759 | loss: 0.0312024 | val_loss: 0.0312045 | Time: 3528.64 ms
[2021-01-21 13:08:49 main:574] : INFO : Epoch 1760 | loss: 0.0312015 | val_loss: 0.0312075 | Time: 3889.74 ms
[2021-01-21 13:08:53 main:574] : INFO : Epoch 1761 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 3896.06 ms
[2021-01-21 13:08:56 main:574] : INFO : Epoch 1762 | loss: 0.0312012 | val_loss: 0.0312041 | Time: 3494.68 ms
[2021-01-21 13:09:00 main:574] : INFO : Epoch 1763 | loss: 0.0312025 | val_loss: 0.0312041 | Time: 3598.63 ms
[2021-01-21 13:09:04 main:574] : INFO : Epoch 1764 | loss: 0.0312019 | val_loss: 0.0312048 | Time: 3510.17 ms
[2021-01-21 13:09:07 main:574] : INFO : Epoch 1765 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 3621.92 ms
[2021-01-21 13:09:12 main:574] : INFO : Epoch 1766 | loss: 0.0312011 | val_loss: 0.0312036 | Time: 4016.05 ms
[2021-01-21 13:09:15 main:574] : INFO : Epoch 1767 | loss: 0.0312022 | val_loss: 0.0312063 | Time: 3524.65 ms
[2021-01-21 13:09:19 main:574] : INFO : Epoch 1768 | loss: 0.0312027 | val_loss: 0.031204 | Time: 3779.27 ms
[2021-01-21 13:09:23 main:574] : INFO : Epoch 1769 | loss: 0.0312028 | val_loss: 0.031217 | Time: 3702.05 ms
[2021-01-21 13:09:27 main:574] : INFO : Epoch 1770 | loss: 0.0312049 | val_loss: 0.0312043 | Time: 4081.17 ms
[2021-01-21 13:09:31 main:574] : INFO : Epoch 1771 | loss: 0.0312031 | val_loss: 0.0312043 | Time: 3600.9 ms
[2021-01-21 13:09:35 main:574] : INFO : Epoch 1772 | loss: 0.0312033 | val_loss: 0.0312122 | Time: 3652.09 ms
[2021-01-21 13:09:38 main:574] : INFO : Epoch 1773 | loss: 0.0312035 | val_loss: 0.0312062 | Time: 3492.36 ms
[2021-01-21 13:09:42 main:574] : INFO : Epoch 1774 | loss: 0.0312007 | val_loss: 0.0312044 | Time: 3636.41 ms
[2021-01-21 13:09:46 main:574] : INFO : Epoch 1775 | loss: 0.0312004 | val_loss: 0.0312041 | Time: 3775.7 ms
[2021-01-21 13:09:50 main:574] : INFO : Epoch 1776 | loss: 0.0312019 | val_loss: 0.0312069 | Time: 3606.43 ms
[2021-01-21 13:09:53 main:574] : INFO : Epoch 1777 | loss: 0.0312065 | val_loss: 0.0312064 | Time: 3821.01 ms
[2021-01-21 13:09:57 main:574] : INFO : Epoch 1778 | loss: 0.0312011 | val_loss: 0.0312078 | Time: 3479.11 ms
[2021-01-21 13:10:01 main:574] : INFO : Epoch 1779 | loss: 0.0312035 | val_loss: 0.0312071 | Time: 3703.68 ms
[2021-01-21 13:10:05 main:574] : INFO : Epoch 1780 | loss: 0.0312014 | val_loss: 0.0312033 | Time: 3533.28 ms
[2021-01-21 13:10:08 main:574] : INFO : Epoch 1781 | loss: 0.0312002 | val_loss: 0.0312029 | Time: 3539 ms
[2021-01-21 13:10:12 main:574] : INFO : Epoch 1782 | loss: 0.0312011 | val_loss: 0.031208 | Time: 3623.19 ms
[2021-01-21 13:10:16 main:574] : INFO : Epoch 1783 | loss: 0.0312033 | val_loss: 0.031207 | Time: 3990.49 ms
[2021-01-21 13:10:20 main:574] : INFO : Epoch 1784 | loss: 0.0312045 | val_loss: 0.0312062 | Time: 3752.76 ms
[2021-01-21 13:10:23 main:574] : INFO : Epoch 1785 | loss: 0.031201 | val_loss: 0.0312034 | Time: 3554.23 ms
[2021-01-21 13:10:27 main:574] : INFO : Epoch 1786 | loss: 0.0312001 | val_loss: 0.0312031 | Time: 3881.1 ms
[2021-01-21 13:10:31 main:574] : INFO : Epoch 1787 | loss: 0.0312023 | val_loss: 0.0312078 | Time: 3534.81 ms
[2021-01-21 13:10:35 main:574] : INFO : Epoch 1788 | loss: 0.0312029 | val_loss: 0.0312028 | Time: 3462.91 ms
[2021-01-21 13:10:38 main:574] : INFO : Epoch 1789 | loss: 0.0312008 | val_loss: 0.0312077 | Time: 3579.3 ms
[2021-01-21 13:10:42 main:574] : INFO : Epoch 1790 | loss: 0.0312005 | val_loss: 0.0312024 | Time: 3603.48 ms
[2021-01-21 13:10:46 main:574] : INFO : Epoch 1791 | loss: 0.0312002 | val_loss: 0.0312066 | Time: 3981.72 ms
[2021-01-21 13:10:50 main:574] : INFO : Epoch 1792 | loss: 0.0312029 | val_loss: 0.0312034 | Time: 3998.33 ms
[2021-01-21 13:10:54 main:574] : INFO : Epoch 1793 | loss: 0.0312016 | val_loss: 0.0312052 | Time: 3952.41 ms
[2021-01-21 13:10:58 main:574] : INFO : Epoch 1794 | loss: 0.0312024 | val_loss: 0.0312069 | Time: 3925.56 ms
[2021-01-21 13:11:02 main:574] : INFO : Epoch 1795 | loss: 0.0311997 | val_loss: 0.031204 | Time: 3594.31 ms
[2021-01-21 13:11:06 main:574] : INFO : Epoch 1796 | loss: 0.0311994 | val_loss: 0.0312026 | Time: 3540.18 ms
[2021-01-21 13:11:10 main:574] : INFO : Epoch 1797 | loss: 0.0312014 | val_loss: 0.0312027 | Time: 3691.69 ms
[2021-01-21 13:11:14 main:574] : INFO : Epoch 1798 | loss: 0.0311998 | val_loss: 0.0312028 | Time: 3958.99 ms
[2021-01-21 13:11:18 main:574] : INFO : Epoch 1799 | loss: 0.0311993 | val_loss: 0.0312026 | Time: 3586.56 ms
[2021-01-21 13:11:21 main:574] : INFO : Epoch 1800 | loss: 0.0311981 | val_loss: 0.0312031 | Time: 3621.77 ms
[2021-01-21 13:11:25 main:574] : INFO : Epoch 1801 | loss: 0.031203 | val_loss: 0.0312027 | Time: 3992 ms
[2021-01-21 13:11:29 main:574] : INFO : Epoch 1802 | loss: 0.0312104 | val_loss: 0.0312193 | Time: 3511.63 ms
[2021-01-21 13:11:33 main:574] : INFO : Epoch 1803 | loss: 0.0312033 | val_loss: 0.0312046 | Time: 3568.13 ms
[2021-01-21 13:11:36 main:574] : INFO : Epoch 1804 | loss: 0.0312016 | val_loss: 0.0312094 | Time: 3480.24 ms
[2021-01-21 13:11:40 main:574] : INFO : Epoch 1805 | loss: 0.0311994 | val_loss: 0.0312062 | Time: 3968.7 ms
[2021-01-21 13:11:44 main:574] : INFO : Epoch 1806 | loss: 0.0312018 | val_loss: 0.0312091 | Time: 4023.43 ms
[2021-01-21 13:11:48 main:574] : INFO : Epoch 1807 | loss: 0.0312034 | val_loss: 0.031213 | Time: 3462.55 ms
[2021-01-21 13:11:52 main:574] : INFO : Epoch 1808 | loss: 0.0312042 | val_loss: 0.031205 | Time: 4075.68 ms
[2021-01-21 13:11:56 main:574] : INFO : Epoch 1809 | loss: 0.031199 | val_loss: 0.0312035 | Time: 3679.42 ms
[2021-01-21 13:12:00 main:574] : INFO : Epoch 1810 | loss: 0.0311994 | val_loss: 0.0312027 | Time: 3768.66 ms
[2021-01-21 13:12:04 main:574] : INFO : Epoch 1811 | loss: 0.0311996 | val_loss: 0.0312022 | Time: 3586.86 ms
[2021-01-21 13:12:07 main:574] : INFO : Epoch 1812 | loss: 0.0311981 | val_loss: 0.031204 | Time: 3725.78 ms
[2021-01-21 13:12:12 main:574] : INFO : Epoch 1813 | loss: 0.0312001 | val_loss: 0.0312015 | Time: 4145.36 ms
[2021-01-21 13:12:16 main:574] : INFO : Epoch 1814 | loss: 0.0311981 | val_loss: 0.031202 | Time: 3511.7 ms
[2021-01-21 13:12:19 main:574] : INFO : Epoch 1815 | loss: 0.0311982 | val_loss: 0.0312025 | Time: 3477.95 ms
[2021-01-21 13:12:23 main:574] : INFO : Epoch 1816 | loss: 0.0311994 | val_loss: 0.031204 | Time: 3787.33 ms
[2021-01-21 13:12:27 main:574] : INFO : Epoch 1817 | loss: 0.0311991 | val_loss: 0.031202 | Time: 3662 ms
[2021-01-21 13:12:31 main:574] : INFO : Epoch 1818 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 3766.89 ms
[2021-01-21 13:12:34 main:574] : INFO : Epoch 1819 | loss: 0.0312002 | val_loss: 0.0312042 | Time: 3506.91 ms
[2021-01-21 13:12:38 main:574] : INFO : Epoch 1820 | loss: 0.0311987 | val_loss: 0.031203 | Time: 3569.25 ms
[2021-01-21 13:12:42 main:574] : INFO : Epoch 1821 | loss: 0.0311984 | val_loss: 0.0312034 | Time: 3889.06 ms
[2021-01-21 13:12:46 main:574] : INFO : Epoch 1822 | loss: 0.0311981 | val_loss: 0.0312032 | Time: 3907.85 ms
[2021-01-21 13:12:50 main:574] : INFO : Epoch 1823 | loss: 0.0311989 | val_loss: 0.0312043 | Time: 4115.41 ms
[2021-01-21 13:12:54 main:574] : INFO : Epoch 1824 | loss: 0.0311985 | val_loss: 0.0312015 | Time: 3469.5 ms
[2021-01-21 13:12:58 main:574] : INFO : Epoch 1825 | loss: 0.0311985 | val_loss: 0.0312016 | Time: 3780.79 ms
[2021-01-21 13:13:01 main:574] : INFO : Epoch 1826 | loss: 0.0311986 | val_loss: 0.0312018 | Time: 3519.71 ms
[2021-01-21 13:13:05 main:574] : INFO : Epoch 1827 | loss: 0.0311992 | val_loss: 0.0312077 | Time: 3467.64 ms
[2021-01-21 13:13:09 main:574] : INFO : Epoch 1828 | loss: 0.0312036 | val_loss: 0.0312055 | Time: 3957.1 ms
[2021-01-21 13:13:13 main:574] : INFO : Epoch 1829 | loss: 0.0311988 | val_loss: 0.0312039 | Time: 3502.01 ms
[2021-01-21 13:13:17 main:574] : INFO : Epoch 1830 | loss: 0.0312011 | val_loss: 0.0312107 | Time: 3999.44 ms
[2021-01-21 13:13:20 main:574] : INFO : Epoch 1831 | loss: 0.0311998 | val_loss: 0.031203 | Time: 3464.32 ms
[2021-01-21 13:13:24 main:574] : INFO : Epoch 1832 | loss: 0.0311983 | val_loss: 0.0312016 | Time: 3967.04 ms
[2021-01-21 13:13:28 main:574] : INFO : Epoch 1833 | loss: 0.0311984 | val_loss: 0.0312113 | Time: 4016.28 ms
[2021-01-21 13:13:33 main:574] : INFO : Epoch 1834 | loss: 0.0311993 | val_loss: 0.0312042 | Time: 3975.94 ms
[2021-01-21 13:13:36 main:574] : INFO : Epoch 1835 | loss: 0.0311979 | val_loss: 0.0312085 | Time: 3638.05 ms
[2021-01-21 13:13:40 main:574] : INFO : Epoch 1836 | loss: 0.0311999 | val_loss: 0.0312029 | Time: 3513.62 ms
[2021-01-21 13:13:44 main:574] : INFO : Epoch 1837 | loss: 0.0311981 | val_loss: 0.0312021 | Time: 3608.41 ms
[2021-01-21 13:13:47 main:574] : INFO : Epoch 1838 | loss: 0.0311998 | val_loss: 0.0312015 | Time: 3604.78 ms
[2021-01-21 13:13:51 main:574] : INFO : Epoch 1839 | loss: 0.0312025 | val_loss: 0.0312131 | Time: 3614.53 ms
[2021-01-21 13:13:55 main:574] : INFO : Epoch 1840 | loss: 0.0312004 | val_loss: 0.0312012 | Time: 3484.03 ms
[2021-01-21 13:13:59 main:574] : INFO : Epoch 1841 | loss: 0.0311981 | val_loss: 0.0312033 | Time: 4138.29 ms
[2021-01-21 13:14:03 main:574] : INFO : Epoch 1842 | loss: 0.0311975 | val_loss: 0.0312026 | Time: 3965.35 ms
[2021-01-21 13:14:07 main:574] : INFO : Epoch 1843 | loss: 0.0311978 | val_loss: 0.0312033 | Time: 3767.41 ms
[2021-01-21 13:14:11 main:574] : INFO : Epoch 1844 | loss: 0.0311985 | val_loss: 0.0312058 | Time: 3781.39 ms
[2021-01-21 13:14:14 main:574] : INFO : Epoch 1845 | loss: 0.0311982 | val_loss: 0.0312013 | Time: 3448.28 ms
[2021-01-21 13:14:18 main:574] : INFO : Epoch 1846 | loss: 0.0311975 | val_loss: 0.0312021 | Time: 3635.19 ms
[2021-01-21 13:14:22 main:574] : INFO : Epoch 1847 | loss: 0.0311996 | val_loss: 0.0312058 | Time: 3672.99 ms
[2021-01-21 13:14:26 main:574] : INFO : Epoch 1848 | loss: 0.0311998 | val_loss: 0.0312107 | Time: 3601.54 ms
[2021-01-21 13:14:30 main:574] : INFO : Epoch 1849 | loss: 0.0311993 | val_loss: 0.0312046 | Time: 3764.42 ms
[2021-01-21 13:14:34 main:574] : INFO : Epoch 1850 | loss: 0.0311996 | val_loss: 0.0312087 | Time: 3924.26 ms
[2021-01-21 13:14:38 main:574] : INFO : Epoch 1851 | loss: 0.0311976 | val_loss: 0.0312031 | Time: 3988.87 ms
[2021-01-21 13:14:42 main:574] : INFO : Epoch 1852 | loss: 0.0311993 | val_loss: 0.0312024 | Time: 3728.75 ms
[2021-01-21 13:14:45 main:574] : INFO : Epoch 1853 | loss: 0.0311967 | val_loss: 0.0312029 | Time: 3527.09 ms
[2021-01-21 13:14:49 main:574] : INFO : Epoch 1854 | loss: 0.0311963 | val_loss: 0.0312018 | Time: 3576.22 ms
[2021-01-21 13:14:52 main:574] : INFO : Epoch 1855 | loss: 0.0311969 | val_loss: 0.0312011 | Time: 3456.1 ms
[2021-01-21 13:14:56 main:574] : INFO : Epoch 1856 | loss: 0.0311991 | val_loss: 0.0312017 | Time: 3710.06 ms
[2021-01-21 13:15:00 main:574] : INFO : Epoch 1857 | loss: 0.0311967 | val_loss: 0.0312044 | Time: 3894.87 ms
[2021-01-21 13:15:04 main:574] : INFO : Epoch 1858 | loss: 0.031197 | val_loss: 0.0312013 | Time: 3930.74 ms
[2021-01-21 13:15:08 main:574] : INFO : Epoch 1859 | loss: 0.0311966 | val_loss: 0.0312016 | Time: 3967.35 ms
[2021-01-21 13:15:12 main:574] : INFO : Epoch 1860 | loss: 0.0311968 | val_loss: 0.0312032 | Time: 3781.8 ms
[2021-01-21 13:15:16 main:574] : INFO : Epoch 1861 | loss: 0.0311989 | val_loss: 0.0312028 | Time: 3879.39 ms
[2021-01-21 13:15:20 main:574] : INFO : Epoch 1862 | loss: 0.0311965 | val_loss: 0.0312012 | Time: 3821.06 ms
[2021-01-21 13:15:24 main:574] : INFO : Epoch 1863 | loss: 0.0311963 | val_loss: 0.0312022 | Time: 3589.76 ms
[2021-01-21 13:15:28 main:574] : INFO : Epoch 1864 | loss: 0.0311972 | val_loss: 0.0312021 | Time: 3720.48 ms
[2021-01-21 13:15:32 main:574] : INFO : Epoch 1865 | loss: 0.0311978 | val_loss: 0.0312015 | Time: 3729.72 ms
[2021-01-21 13:15:36 main:574] : INFO : Epoch 1866 | loss: 0.0311969 | val_loss: 0.0312059 | Time: 3960.88 ms
[2021-01-21 13:15:39 main:574] : INFO : Epoch 1867 | loss: 0.0311976 | val_loss: 0.0312016 | Time: 3548.4 ms
[2021-01-21 13:15:44 main:574] : INFO : Epoch 1868 | loss: 0.0311964 | val_loss: 0.031201 | Time: 4077.87 ms
[2021-01-21 13:15:47 main:574] : INFO : Epoch 1869 | loss: 0.0311974 | val_loss: 0.0312054 | Time: 3529.87 ms
[2021-01-21 13:15:51 main:574] : INFO : Epoch 1870 | loss: 0.0311963 | val_loss: 0.031201 | Time: 3547.56 ms
[2021-01-21 13:15:55 main:574] : INFO : Epoch 1871 | loss: 0.0311961 | val_loss: 0.0312044 | Time: 3524.99 ms
[2021-01-21 13:15:59 main:574] : INFO : Epoch 1872 | loss: 0.0311974 | val_loss: 0.0312032 | Time: 4058.18 ms
[2021-01-21 13:16:02 main:574] : INFO : Epoch 1873 | loss: 0.0312009 | val_loss: 0.0312108 | Time: 3540.68 ms
[2021-01-21 13:16:06 main:574] : INFO : Epoch 1874 | loss: 0.0311987 | val_loss: 0.0312022 | Time: 3505.21 ms
[2021-01-21 13:16:10 main:574] : INFO : Epoch 1875 | loss: 0.0311964 | val_loss: 0.0312018 | Time: 3887.91 ms
[2021-01-21 13:16:14 main:574] : INFO : Epoch 1876 | loss: 0.0311974 | val_loss: 0.0312011 | Time: 3878.23 ms
[2021-01-21 13:16:18 main:574] : INFO : Epoch 1877 | loss: 0.0311972 | val_loss: 0.0312015 | Time: 3512.12 ms
[2021-01-21 13:16:22 main:574] : INFO : Epoch 1878 | loss: 0.0311958 | val_loss: 0.0312021 | Time: 3690.18 ms
[2021-01-21 13:16:26 main:574] : INFO : Epoch 1879 | loss: 0.0311976 | val_loss: 0.0312088 | Time: 4075.39 ms
[2021-01-21 13:16:30 main:574] : INFO : Epoch 1880 | loss: 0.0311987 | val_loss: 0.0312023 | Time: 3910.06 ms
[2021-01-21 13:16:34 main:574] : INFO : Epoch 1881 | loss: 0.0311968 | val_loss: 0.0312014 | Time: 3993.24 ms
[2021-01-21 13:16:37 main:574] : INFO : Epoch 1882 | loss: 0.0312031 | val_loss: 0.0312024 | Time: 3502.26 ms
[2021-01-21 13:16:42 main:574] : INFO : Epoch 1883 | loss: 0.0312002 | val_loss: 0.0312025 | Time: 4010.46 ms
[2021-01-21 13:16:46 main:574] : INFO : Epoch 1884 | loss: 0.0311971 | val_loss: 0.0312026 | Time: 3988.24 ms
[2021-01-21 13:16:50 main:574] : INFO : Epoch 1885 | loss: 0.0311966 | val_loss: 0.0312011 | Time: 4033.64 ms
[2021-01-21 13:16:54 main:574] : INFO : Epoch 1886 | loss: 0.0311967 | val_loss: 0.0312052 | Time: 3495.17 ms
[2021-01-21 13:16:57 main:574] : INFO : Epoch 1887 | loss: 0.0311967 | val_loss: 0.0312011 | Time: 3772.35 ms
[2021-01-21 13:17:01 main:574] : INFO : Epoch 1888 | loss: 0.0312034 | val_loss: 0.0312033 | Time: 3490 ms
[2021-01-21 13:17:05 main:574] : INFO : Epoch 1889 | loss: 0.0311987 | val_loss: 0.0312073 | Time: 3517.76 ms
[2021-01-21 13:17:08 main:574] : INFO : Epoch 1890 | loss: 0.0311994 | val_loss: 0.0312029 | Time: 3456.79 ms
[2021-01-21 13:17:12 main:574] : INFO : Epoch 1891 | loss: 0.0311997 | val_loss: 0.0312057 | Time: 3513.13 ms
[2021-01-21 13:17:16 main:574] : INFO : Epoch 1892 | loss: 0.0311977 | val_loss: 0.0312033 | Time: 3992.9 ms
[2021-01-21 13:17:20 main:574] : INFO : Epoch 1893 | loss: 0.0311959 | val_loss: 0.0312014 | Time: 3887.21 ms
[2021-01-21 13:17:24 main:574] : INFO : Epoch 1894 | loss: 0.0311961 | val_loss: 0.0312011 | Time: 3863.93 ms
[2021-01-21 13:17:28 main:574] : INFO : Epoch 1895 | loss: 0.0311954 | val_loss: 0.0312138 | Time: 4019.26 ms
[2021-01-21 13:17:32 main:574] : INFO : Epoch 1896 | loss: 0.0311989 | val_loss: 0.0312085 | Time: 4061.99 ms
[2021-01-21 13:17:36 main:574] : INFO : Epoch 1897 | loss: 0.0311972 | val_loss: 0.0312024 | Time: 3549.41 ms
[2021-01-21 13:17:40 main:574] : INFO : Epoch 1898 | loss: 0.0311963 | val_loss: 0.0312008 | Time: 3506.29 ms
[2021-01-21 13:17:44 main:574] : INFO : Epoch 1899 | loss: 0.0311962 | val_loss: 0.0312008 | Time: 3953.89 ms
[2021-01-21 13:17:48 main:574] : INFO : Epoch 1900 | loss: 0.0311952 | val_loss: 0.0312023 | Time: 4044.3 ms
[2021-01-21 13:17:51 main:574] : INFO : Epoch 1901 | loss: 0.0311978 | val_loss: 0.0312022 | Time: 3556.51 ms
[2021-01-21 13:17:56 main:574] : INFO : Epoch 1902 | loss: 0.0311961 | val_loss: 0.031201 | Time: 4053.4 ms
[2021-01-21 13:17:59 main:574] : INFO : Epoch 1903 | loss: 0.0311974 | val_loss: 0.0312006 | Time: 3663.03 ms
[2021-01-21 13:18:03 main:574] : INFO : Epoch 1904 | loss: 0.0311983 | val_loss: 0.0312022 | Time: 3848.25 ms
[2021-01-21 13:18:07 main:574] : INFO : Epoch 1905 | loss: 0.031197 | val_loss: 0.0312007 | Time: 3954.61 ms
[2021-01-21 13:18:11 main:574] : INFO : Epoch 1906 | loss: 0.0311953 | val_loss: 0.0312008 | Time: 3499.53 ms
[2021-01-21 13:18:15 main:574] : INFO : Epoch 1907 | loss: 0.0311945 | val_loss: 0.0312017 | Time: 3571.9 ms
[2021-01-21 13:18:18 main:574] : INFO : Epoch 1908 | loss: 0.0311951 | val_loss: 0.0312127 | Time: 3497.27 ms
[2021-01-21 13:18:23 main:574] : INFO : Epoch 1909 | loss: 0.0311993 | val_loss: 0.031202 | Time: 4029.05 ms
[2021-01-21 13:18:27 main:574] : INFO : Epoch 1910 | loss: 0.0311949 | val_loss: 0.031201 | Time: 4199.92 ms
[2021-01-21 13:18:30 main:574] : INFO : Epoch 1911 | loss: 0.0311954 | val_loss: 0.0312015 | Time: 3465.95 ms
[2021-01-21 13:18:34 main:574] : INFO : Epoch 1912 | loss: 0.0311972 | val_loss: 0.0312091 | Time: 3816.74 ms
[2021-01-21 13:18:38 main:574] : INFO : Epoch 1913 | loss: 0.0311955 | val_loss: 0.0312059 | Time: 3699.51 ms
[2021-01-21 13:18:42 main:574] : INFO : Epoch 1914 | loss: 0.0311962 | val_loss: 0.0312012 | Time: 3648.29 ms
[2021-01-21 13:18:46 main:574] : INFO : Epoch 1915 | loss: 0.0311958 | val_loss: 0.0312008 | Time: 4003.02 ms
[2021-01-21 13:18:50 main:574] : INFO : Epoch 1916 | loss: 0.031196 | val_loss: 0.0312017 | Time: 3678.35 ms
[2021-01-21 13:18:54 main:574] : INFO : Epoch 1917 | loss: 0.031199 | val_loss: 0.0312032 | Time: 3970.83 ms
[2021-01-21 13:18:58 main:574] : INFO : Epoch 1918 | loss: 0.0311961 | val_loss: 0.0312064 | Time: 3476.41 ms
[2021-01-21 13:19:01 main:574] : INFO : Epoch 1919 | loss: 0.0311985 | val_loss: 0.031204 | Time: 3646.14 ms
[2021-01-21 13:19:06 main:574] : INFO : Epoch 1920 | loss: 0.0311971 | val_loss: 0.0312018 | Time: 4077.1 ms
[2021-01-21 13:19:10 main:574] : INFO : Epoch 1921 | loss: 0.0311948 | val_loss: 0.0312031 | Time: 3972.27 ms
[2021-01-21 13:19:13 main:574] : INFO : Epoch 1922 | loss: 0.0311948 | val_loss: 0.0312016 | Time: 3711.27 ms
[2021-01-21 13:19:18 main:574] : INFO : Epoch 1923 | loss: 0.0311952 | val_loss: 0.0312007 | Time: 3899.2 ms
[2021-01-21 13:19:21 main:574] : INFO : Epoch 1924 | loss: 0.0311955 | val_loss: 0.0312035 | Time: 3688.41 ms
[2021-01-21 13:19:25 main:574] : INFO : Epoch 1925 | loss: 0.0311947 | val_loss: 0.0312024 | Time: 3543.66 ms
[2021-01-21 13:19:29 main:574] : INFO : Epoch 1926 | loss: 0.0311969 | val_loss: 0.0312015 | Time: 3771.24 ms
[2021-01-21 13:19:33 main:574] : INFO : Epoch 1927 | loss: 0.0311961 | val_loss: 0.0312007 | Time: 3604.24 ms
[2021-01-21 13:19:37 main:574] : INFO : Epoch 1928 | loss: 0.0311965 | val_loss: 0.0312017 | Time: 3956.07 ms
[2021-01-21 13:19:41 main:574] : INFO : Epoch 1929 | loss: 0.0311965 | val_loss: 0.0312066 | Time: 3565.38 ms
[2021-01-21 13:19:45 main:574] : INFO : Epoch 1930 | loss: 0.0311977 | val_loss: 0.0312028 | Time: 3911.97 ms
[2021-01-21 13:19:49 main:574] : INFO : Epoch 1931 | loss: 0.0311962 | val_loss: 0.031202 | Time: 3823.09 ms
[2021-01-21 13:19:53 main:574] : INFO : Epoch 1932 | loss: 0.0311957 | val_loss: 0.0312025 | Time: 3869.65 ms
[2021-01-21 13:19:57 main:574] : INFO : Epoch 1933 | loss: 0.0311959 | val_loss: 0.0312015 | Time: 3998.13 ms
[2021-01-21 13:20:00 main:574] : INFO : Epoch 1934 | loss: 0.0311965 | val_loss: 0.031204 | Time: 3466.93 ms
[2021-01-21 13:20:04 main:574] : INFO : Epoch 1935 | loss: 0.0311978 | val_loss: 0.0312042 | Time: 3590.1 ms
[2021-01-21 13:20:08 main:574] : INFO : Epoch 1936 | loss: 0.0311996 | val_loss: 0.0312006 | Time: 3972.76 ms
[2021-01-21 13:20:12 main:574] : INFO : Epoch 1937 | loss: 0.0311972 | val_loss: 0.0312007 | Time: 3967.97 ms
[2021-01-21 13:20:16 main:574] : INFO : Epoch 1938 | loss: 0.0311954 | val_loss: 0.0312014 | Time: 3697.94 ms
[2021-01-21 13:20:20 main:574] : INFO : Epoch 1939 | loss: 0.031197 | val_loss: 0.0312066 | Time: 3910.51 ms
[2021-01-21 13:20:24 main:574] : INFO : Epoch 1940 | loss: 0.0311973 | val_loss: 0.0312007 | Time: 4113.44 ms
[2021-01-21 13:20:28 main:574] : INFO : Epoch 1941 | loss: 0.0311983 | val_loss: 0.0312031 | Time: 3931.01 ms
[2021-01-21 13:20:32 main:574] : INFO : Epoch 1942 | loss: 0.0312012 | val_loss: 0.031203 | Time: 3690.85 ms
[2021-01-21 13:20:36 main:574] : INFO : Epoch 1943 | loss: 0.0311989 | val_loss: 0.031206 | Time: 3781.24 ms
[2021-01-21 13:20:40 main:574] : INFO : Epoch 1944 | loss: 0.0311963 | val_loss: 0.0312023 | Time: 3942.39 ms
[2021-01-21 13:20:44 main:574] : INFO : Epoch 1945 | loss: 0.0311958 | val_loss: 0.0312023 | Time: 3876.16 ms
[2021-01-21 13:20:48 main:574] : INFO : Epoch 1946 | loss: 0.031195 | val_loss: 0.0312009 | Time: 3892.43 ms
[2021-01-21 13:20:52 main:574] : INFO : Epoch 1947 | loss: 0.0311943 | val_loss: 0.031202 | Time: 3966.71 ms
[2021-01-21 13:20:56 main:574] : INFO : Epoch 1948 | loss: 0.0311949 | val_loss: 0.0312018 | Time: 3693.17 ms
[2021-01-21 13:21:00 main:574] : INFO : Epoch 1949 | loss: 0.0311961 | val_loss: 0.031203 | Time: 3839.22 ms
[2021-01-21 13:21:03 main:574] : INFO : Epoch 1950 | loss: 0.0311956 | val_loss: 0.031202 | Time: 3497.65 ms
[2021-01-21 13:21:07 main:574] : INFO : Epoch 1951 | loss: 0.0311955 | val_loss: 0.0312052 | Time: 3785.76 ms
[2021-01-21 13:21:11 main:574] : INFO : Epoch 1952 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 3557.26 ms
[2021-01-21 13:21:15 main:574] : INFO : Epoch 1953 | loss: 0.0311952 | val_loss: 0.0312004 | Time: 3683.7 ms
[2021-01-21 13:21:19 main:574] : INFO : Epoch 1954 | loss: 0.0311947 | val_loss: 0.0312005 | Time: 4110 ms
[2021-01-21 13:21:23 main:574] : INFO : Epoch 1955 | loss: 0.0311948 | val_loss: 0.0312028 | Time: 3496.32 ms
[2021-01-21 13:21:26 main:574] : INFO : Epoch 1956 | loss: 0.0311957 | val_loss: 0.031201 | Time: 3567.32 ms
[2021-01-21 13:21:30 main:574] : INFO : Epoch 1957 | loss: 0.0311948 | val_loss: 0.0312035 | Time: 3688.52 ms
[2021-01-21 13:21:34 main:574] : INFO : Epoch 1958 | loss: 0.0311948 | val_loss: 0.0312011 | Time: 3917.96 ms
[2021-01-21 13:21:38 main:574] : INFO : Epoch 1959 | loss: 0.0311948 | val_loss: 0.0312048 | Time: 3836.13 ms
[2021-01-21 13:21:42 main:574] : INFO : Epoch 1960 | loss: 0.0311961 | val_loss: 0.0312036 | Time: 4047.52 ms
[2021-01-21 13:21:46 main:574] : INFO : Epoch 1961 | loss: 0.0311981 | val_loss: 0.0312008 | Time: 3528.53 ms
[2021-01-21 13:21:50 main:574] : INFO : Epoch 1962 | loss: 0.0311944 | val_loss: 0.0312019 | Time: 3461.82 ms
[2021-01-21 13:21:54 main:574] : INFO : Epoch 1963 | loss: 0.0311968 | val_loss: 0.0312022 | Time: 4011.53 ms
[2021-01-21 13:21:58 main:574] : INFO : Epoch 1964 | loss: 0.0311957 | val_loss: 0.0312004 | Time: 3773.6 ms
[2021-01-21 13:22:02 main:574] : INFO : Epoch 1965 | loss: 0.0311945 | val_loss: 0.0312014 | Time: 4014.21 ms
[2021-01-21 13:22:05 main:574] : INFO : Epoch 1966 | loss: 0.0311943 | val_loss: 0.031203 | Time: 3469.95 ms
[2021-01-21 13:22:10 main:574] : INFO : Epoch 1967 | loss: 0.0311941 | val_loss: 0.0312046 | Time: 4030.2 ms
[2021-01-21 13:22:13 main:574] : INFO : Epoch 1968 | loss: 0.0311947 | val_loss: 0.0312015 | Time: 3769.46 ms
[2021-01-21 13:22:17 main:574] : INFO : Epoch 1969 | loss: 0.0311958 | val_loss: 0.0312006 | Time: 3598.22 ms
[2021-01-21 13:22:21 main:574] : INFO : Epoch 1970 | loss: 0.0311946 | val_loss: 0.0312041 | Time: 3622.1 ms
[2021-01-21 13:22:25 main:574] : INFO : Epoch 1971 | loss: 0.031194 | val_loss: 0.0312012 | Time: 3558.34 ms
[2021-01-21 13:22:29 main:574] : INFO : Epoch 1972 | loss: 0.0311947 | val_loss: 0.0312021 | Time: 3934.05 ms
[2021-01-21 13:22:32 main:574] : INFO : Epoch 1973 | loss: 0.0311938 | val_loss: 0.0312016 | Time: 3574.29 ms
[2021-01-21 13:22:36 main:574] : INFO : Epoch 1974 | loss: 0.0311937 | val_loss: 0.0312008 | Time: 3913.13 ms
[2021-01-21 13:22:40 main:574] : INFO : Epoch 1975 | loss: 0.0311942 | val_loss: 0.0312004 | Time: 3704.76 ms
[2021-01-21 13:22:44 main:574] : INFO : Epoch 1976 | loss: 0.0311973 | val_loss: 0.0312086 | Time: 3575.78 ms
[2021-01-21 13:22:48 main:574] : INFO : Epoch 1977 | loss: 0.0312007 | val_loss: 0.0312014 | Time: 3977.16 ms
[2021-01-21 13:22:52 main:574] : INFO : Epoch 1978 | loss: 0.0312009 | val_loss: 0.0312034 | Time: 4004.99 ms
[2021-01-21 13:22:56 main:574] : INFO : Epoch 1979 | loss: 0.0312021 | val_loss: 0.0312088 | Time: 4022.27 ms
[2021-01-21 13:23:00 main:574] : INFO : Epoch 1980 | loss: 0.0311974 | val_loss: 0.031202 | Time: 3511.25 ms
[2021-01-21 13:23:04 main:574] : INFO : Epoch 1981 | loss: 0.0311951 | val_loss: 0.031201 | Time: 3894.3 ms
[2021-01-21 13:23:08 main:574] : INFO : Epoch 1982 | loss: 0.0311939 | val_loss: 0.0312009 | Time: 3806.51 ms
[2021-01-21 13:23:12 main:574] : INFO : Epoch 1983 | loss: 0.0311952 | val_loss: 0.0312077 | Time: 3767.91 ms
[2021-01-21 13:23:16 main:574] : INFO : Epoch 1984 | loss: 0.0311942 | val_loss: 0.0312025 | Time: 3697.91 ms
[2021-01-21 13:23:19 main:574] : INFO : Epoch 1985 | loss: 0.0311949 | val_loss: 0.0312139 | Time: 3755.6 ms
[2021-01-21 13:23:23 main:574] : INFO : Epoch 1986 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 3749.22 ms
[2021-01-21 13:23:27 main:574] : INFO : Epoch 1987 | loss: 0.0311952 | val_loss: 0.0312 | Time: 3528.36 ms
[2021-01-21 13:23:31 main:574] : INFO : Epoch 1988 | loss: 0.0311963 | val_loss: 0.031203 | Time: 4061.21 ms
[2021-01-21 13:23:35 main:574] : INFO : Epoch 1989 | loss: 0.0311943 | val_loss: 0.0312012 | Time: 3739.55 ms
[2021-01-21 13:23:38 main:574] : INFO : Epoch 1990 | loss: 0.0311937 | val_loss: 0.0312011 | Time: 3485.36 ms
[2021-01-21 13:23:42 main:574] : INFO : Epoch 1991 | loss: 0.0311958 | val_loss: 0.0312102 | Time: 3601.09 ms
[2021-01-21 13:23:46 main:574] : INFO : Epoch 1992 | loss: 0.031197 | val_loss: 0.0312009 | Time: 3693.4 ms
[2021-01-21 13:23:50 main:574] : INFO : Epoch 1993 | loss: 0.0311972 | val_loss: 0.0311998 | Time: 4006.43 ms
[2021-01-21 13:23:54 main:574] : INFO : Epoch 1994 | loss: 0.0311961 | val_loss: 0.0312011 | Time: 3757.98 ms
[2021-01-21 13:23:58 main:574] : INFO : Epoch 1995 | loss: 0.031194 | val_loss: 0.0312001 | Time: 3665.6 ms
[2021-01-21 13:24:01 main:574] : INFO : Epoch 1996 | loss: 0.0311928 | val_loss: 0.0312016 | Time: 3452.92 ms
[2021-01-21 13:24:06 main:574] : INFO : Epoch 1997 | loss: 0.0311937 | val_loss: 0.0312004 | Time: 4027.09 ms
[2021-01-21 13:24:09 main:574] : INFO : Epoch 1998 | loss: 0.0311944 | val_loss: 0.0312007 | Time: 3520.15 ms
[2021-01-21 13:24:13 main:574] : INFO : Epoch 1999 | loss: 0.0311984 | val_loss: 0.0312046 | Time: 3639.54 ms
[2021-01-21 13:24:17 main:574] : INFO : Epoch 2000 | loss: 0.0311956 | val_loss: 0.0312008 | Time: 3654.24 ms
[2021-01-21 13:24:21 main:574] : INFO : Epoch 2001 | loss: 0.0311959 | val_loss: 0.0312015 | Time: 3729.29 ms
[2021-01-21 13:24:25 main:574] : INFO : Epoch 2002 | loss: 0.0311932 | val_loss: 0.0312001 | Time: 3897.32 ms
[2021-01-21 13:24:28 main:574] : INFO : Epoch 2003 | loss: 0.0311933 | val_loss: 0.0312015 | Time: 3481.14 ms
[2021-01-21 13:24:32 main:574] : INFO : Epoch 2004 | loss: 0.0311936 | val_loss: 0.0312 | Time: 3937.69 ms
[2021-01-21 13:24:36 main:574] : INFO : Epoch 2005 | loss: 0.0311925 | val_loss: 0.0311998 | Time: 3698.03 ms
[2021-01-21 13:24:40 main:574] : INFO : Epoch 2006 | loss: 0.0311935 | val_loss: 0.0312005 | Time: 3620.21 ms
[2021-01-21 13:24:44 main:574] : INFO : Epoch 2007 | loss: 0.0311925 | val_loss: 0.0312004 | Time: 3594.89 ms
[2021-01-21 13:24:48 main:574] : INFO : Epoch 2008 | loss: 0.0311946 | val_loss: 0.0312002 | Time: 4155.1 ms
[2021-01-21 13:24:52 main:574] : INFO : Epoch 2009 | loss: 0.0311938 | val_loss: 0.0312002 | Time: 3952.44 ms
[2021-01-21 13:24:56 main:574] : INFO : Epoch 2010 | loss: 0.0311947 | val_loss: 0.0312052 | Time: 3640.86 ms
[2021-01-21 13:25:00 main:574] : INFO : Epoch 2011 | loss: 0.0311955 | val_loss: 0.0312021 | Time: 3942.66 ms
[2021-01-21 13:25:04 main:574] : INFO : Epoch 2012 | loss: 0.0311933 | val_loss: 0.0312003 | Time: 4011.52 ms
[2021-01-21 13:25:08 main:574] : INFO : Epoch 2013 | loss: 0.0311948 | val_loss: 0.0312032 | Time: 4091.27 ms
[2021-01-21 13:25:12 main:574] : INFO : Epoch 2014 | loss: 0.0311946 | val_loss: 0.0312049 | Time: 3586.16 ms
[2021-01-21 13:25:16 main:574] : INFO : Epoch 2015 | loss: 0.0311951 | val_loss: 0.0312014 | Time: 3851.11 ms
[2021-01-21 13:25:20 main:574] : INFO : Epoch 2016 | loss: 0.0311961 | val_loss: 0.0312022 | Time: 3634.1 ms
[2021-01-21 13:25:24 main:574] : INFO : Epoch 2017 | loss: 0.0311942 | val_loss: 0.0311999 | Time: 3883.85 ms
[2021-01-21 13:25:27 main:574] : INFO : Epoch 2018 | loss: 0.0311979 | val_loss: 0.0312003 | Time: 3719.17 ms
[2021-01-21 13:25:32 main:574] : INFO : Epoch 2019 | loss: 0.031195 | val_loss: 0.031213 | Time: 4016.78 ms
[2021-01-21 13:25:35 main:574] : INFO : Epoch 2020 | loss: 0.0311975 | val_loss: 0.0312006 | Time: 3719.51 ms
[2021-01-21 13:25:39 main:574] : INFO : Epoch 2021 | loss: 0.0311927 | val_loss: 0.0312007 | Time: 3683.69 ms
[2021-01-21 13:25:43 main:574] : INFO : Epoch 2022 | loss: 0.0311943 | val_loss: 0.0312026 | Time: 3487.07 ms
[2021-01-21 13:25:46 main:574] : INFO : Epoch 2023 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 3514.15 ms
[2021-01-21 13:25:50 main:574] : INFO : Epoch 2024 | loss: 0.0311927 | val_loss: 0.0312004 | Time: 3848.31 ms
[2021-01-21 13:25:54 main:574] : INFO : Epoch 2025 | loss: 0.0311923 | val_loss: 0.0312007 | Time: 3770.97 ms
[2021-01-21 13:25:58 main:574] : INFO : Epoch 2026 | loss: 0.0311926 | val_loss: 0.0312016 | Time: 3935.08 ms
[2021-01-21 13:26:02 main:574] : INFO : Epoch 2027 | loss: 0.031198 | val_loss: 0.0312061 | Time: 3499.9 ms
[2021-01-21 13:26:06 main:574] : INFO : Epoch 2028 | loss: 0.031195 | val_loss: 0.0312012 | Time: 3742.62 ms
[2021-01-21 13:26:10 main:574] : INFO : Epoch 2029 | loss: 0.0311952 | val_loss: 0.0312048 | Time: 3934.61 ms
[2021-01-21 13:26:14 main:574] : INFO : Epoch 2030 | loss: 0.0312022 | val_loss: 0.0312345 | Time: 3514.92 ms
[2021-01-21 13:26:17 main:574] : INFO : Epoch 2031 | loss: 0.0311997 | val_loss: 0.0312075 | Time: 3666.68 ms
[2021-01-21 13:26:21 main:574] : INFO : Epoch 2032 | loss: 0.031195 | val_loss: 0.031201 | Time: 3674.93 ms
[2021-01-21 13:26:25 main:574] : INFO : Epoch 2033 | loss: 0.0311927 | val_loss: 0.0312001 | Time: 3467.05 ms
[2021-01-21 13:26:29 main:574] : INFO : Epoch 2034 | loss: 0.0311939 | val_loss: 0.0312 | Time: 4047.17 ms
[2021-01-21 13:26:33 main:574] : INFO : Epoch 2035 | loss: 0.0311939 | val_loss: 0.0312011 | Time: 3740.83 ms
[2021-01-21 13:26:36 main:574] : INFO : Epoch 2036 | loss: 0.0311935 | val_loss: 0.0312008 | Time: 3537.24 ms
[2021-01-21 13:26:40 main:574] : INFO : Epoch 2037 | loss: 0.0311932 | val_loss: 0.0312003 | Time: 3946.48 ms
[2021-01-21 13:26:44 main:574] : INFO : Epoch 2038 | loss: 0.0311962 | val_loss: 0.0312105 | Time: 4008.59 ms
[2021-01-21 13:26:48 main:574] : INFO : Epoch 2039 | loss: 0.0311958 | val_loss: 0.0312005 | Time: 3577.02 ms
[2021-01-21 13:26:52 main:574] : INFO : Epoch 2040 | loss: 0.0311953 | val_loss: 0.0312091 | Time: 3780.97 ms
[2021-01-21 13:26:56 main:574] : INFO : Epoch 2041 | loss: 0.0311955 | val_loss: 0.0312015 | Time: 4020.43 ms
[2021-01-21 13:27:00 main:574] : INFO : Epoch 2042 | loss: 0.0311949 | val_loss: 0.0312005 | Time: 3475.45 ms
[2021-01-21 13:27:04 main:574] : INFO : Epoch 2043 | loss: 0.031195 | val_loss: 0.0312012 | Time: 4018.53 ms
[2021-01-21 13:27:08 main:574] : INFO : Epoch 2044 | loss: 0.0311965 | val_loss: 0.031208 | Time: 3606.69 ms
[2021-01-21 13:27:12 main:574] : INFO : Epoch 2045 | loss: 0.0311939 | val_loss: 0.0312006 | Time: 3744.34 ms
[2021-01-21 13:27:15 main:574] : INFO : Epoch 2046 | loss: 0.0311942 | val_loss: 0.0312108 | Time: 3679.41 ms
[2021-01-21 13:27:19 main:574] : INFO : Epoch 2047 | loss: 0.031197 | val_loss: 0.0312021 | Time: 3764.73 ms
[2021-01-21 13:27:23 main:574] : INFO : Epoch 2048 | loss: 0.0311969 | val_loss: 0.0312078 | Time: 3782.11 ms
[2021-01-21 13:27:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312078
[2021-01-21 13:27:23 main:603] : INFO : Saving end state to config to file
[2021-01-21 13:27:23 main:608] : INFO : Success, exiting..
13:27:24 (7828): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)