Task 14624271
| Name | ParityModified-1647042977-28980-3-0_1 |
| Workunit | 11574729 |
| Created | 18 Apr 2022, 22:13:33 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 8:09:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 11 min 39 sec |
| CPU time | 1 hours 11 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310844 | val_loss: 0.0311159 | Time: 2102.44 ms
[2022-04-19 08:51:18 main:581] : INFO : Epoch 1539 | loss: 0.0310844 | val_loss: 0.0311151 | Time: 2089.82 ms
[2022-04-19 08:51:20 main:581] : INFO : Epoch 1540 | loss: 0.0310822 | val_loss: 0.0311115 | Time: 2087.32 ms
[2022-04-19 08:51:22 main:581] : INFO : Epoch 1541 | loss: 0.0310805 | val_loss: 0.031112 | Time: 2083.63 ms
[2022-04-19 08:51:24 main:581] : INFO : Epoch 1542 | loss: 0.031079 | val_loss: 0.031113 | Time: 2108.77 ms
[2022-04-19 08:51:26 main:581] : INFO : Epoch 1543 | loss: 0.0310788 | val_loss: 0.0311127 | Time: 2060.91 ms
[2022-04-19 08:51:28 main:581] : INFO : Epoch 1544 | loss: 0.0310793 | val_loss: 0.0311144 | Time: 2096.61 ms
[2022-04-19 08:51:30 main:581] : INFO : Epoch 1545 | loss: 0.0310788 | val_loss: 0.0311152 | Time: 2058.43 ms
[2022-04-19 08:51:32 main:581] : INFO : Epoch 1546 | loss: 0.0310799 | val_loss: 0.0311218 | Time: 2083.18 ms
[2022-04-19 08:51:34 main:581] : INFO : Epoch 1547 | loss: 0.0310805 | val_loss: 0.0311244 | Time: 2086.14 ms
[2022-04-19 08:51:36 main:581] : INFO : Epoch 1548 | loss: 0.0310804 | val_loss: 0.0311248 | Time: 2084.76 ms
[2022-04-19 08:51:39 main:581] : INFO : Epoch 1549 | loss: 0.0310822 | val_loss: 0.0311182 | Time: 2076.47 ms
[2022-04-19 08:51:41 main:581] : INFO : Epoch 1550 | loss: 0.0310917 | val_loss: 0.0311223 | Time: 2091.33 ms
[2022-04-19 08:51:43 main:581] : INFO : Epoch 1551 | loss: 0.0310935 | val_loss: 0.0311277 | Time: 2066.42 ms
[2022-04-19 08:51:45 main:581] : INFO : Epoch 1552 | loss: 0.0310919 | val_loss: 0.0311237 | Time: 2063.47 ms
[2022-04-19 08:51:47 main:581] : INFO : Epoch 1553 | loss: 0.0310911 | val_loss: 0.0311196 | Time: 2088.53 ms
[2022-04-19 08:51:49 main:581] : INFO : Epoch 1554 | loss: 0.0310871 | val_loss: 0.0311173 | Time: 2076.48 ms
[2022-04-19 08:51:51 main:581] : INFO : Epoch 1555 | loss: 0.031087 | val_loss: 0.0311154 | Time: 2101.84 ms
[2022-04-19 08:51:53 main:581] : INFO : Epoch 1556 | loss: 0.0310865 | val_loss: 0.0311202 | Time: 2075.17 ms
[2022-04-19 08:51:55 main:581] : INFO : Epoch 1557 | loss: 0.0310852 | val_loss: 0.031119 | Time: 2075.07 ms
[2022-04-19 08:51:57 main:581] : INFO : Epoch 1558 | loss: 0.0310839 | val_loss: 0.0311164 | Time: 2071.61 ms
[2022-04-19 08:51:59 main:581] : INFO : Epoch 1559 | loss: 0.0310815 | val_loss: 0.0311167 | Time: 2083.59 ms
[2022-04-19 08:52:02 main:581] : INFO : Epoch 1560 | loss: 0.0310805 | val_loss: 0.0311125 | Time: 2129.56 ms
[2022-04-19 08:52:04 main:581] : INFO : Epoch 1561 | loss: 0.0310809 | val_loss: 0.0311074 | Time: 2076.99 ms
[2022-04-19 08:52:06 main:581] : INFO : Epoch 1562 | loss: 0.0310817 | val_loss: 0.0311131 | Time: 2085.08 ms
[2022-04-19 08:52:08 main:581] : INFO : Epoch 1563 | loss: 0.0310818 | val_loss: 0.0311158 | Time: 2099.01 ms
[2022-04-19 08:52:10 main:581] : INFO : Epoch 1564 | loss: 0.0310803 | val_loss: 0.0311208 | Time: 2087.67 ms
[2022-04-19 08:52:12 main:581] : INFO : Epoch 1565 | loss: 0.0310794 | val_loss: 0.0311118 | Time: 2076.66 ms
[2022-04-19 08:52:14 main:581] : INFO : Epoch 1566 | loss: 0.0310774 | val_loss: 0.0311187 | Time: 2091.57 ms
[2022-04-19 08:52:16 main:581] : INFO : Epoch 1567 | loss: 0.0310775 | val_loss: 0.0311212 | Time: 2075.17 ms
[2022-04-19 08:52:18 main:581] : INFO : Epoch 1568 | loss: 0.0310798 | val_loss: 0.0311147 | Time: 2060.61 ms
[2022-04-19 08:52:20 main:581] : INFO : Epoch 1569 | loss: 0.03108 | val_loss: 0.0311133 | Time: 2073.02 ms
[2022-04-19 08:52:22 main:581] : INFO : Epoch 1570 | loss: 0.0310782 | val_loss: 0.0311216 | Time: 2085.22 ms
[2022-04-19 08:52:24 main:581] : INFO : Epoch 1571 | loss: 0.0310781 | val_loss: 0.0311159 | Time: 2080.28 ms
[2022-04-19 08:52:27 main:581] : INFO : Epoch 1572 | loss: 0.0310791 | val_loss: 0.0311204 | Time: 2112.84 ms
[2022-04-19 08:52:29 main:581] : INFO : Epoch 1573 | loss: 0.0310781 | val_loss: 0.0311171 | Time: 2089.46 ms
[2022-04-19 08:52:31 main:581] : INFO : Epoch 1574 | loss: 0.0310781 | val_loss: 0.0311137 | Time: 2118.85 ms
[2022-04-19 08:52:33 main:581] : INFO : Epoch 1575 | loss: 0.0310788 | val_loss: 0.031114 | Time: 2107.4 ms
[2022-04-19 08:52:35 main:581] : INFO : Epoch 1576 | loss: 0.0310806 | val_loss: 0.0311211 | Time: 2084.06 ms
[2022-04-19 08:52:37 main:581] : INFO : Epoch 1577 | loss: 0.0310782 | val_loss: 0.0311122 | Time: 2084.02 ms
[2022-04-19 08:52:39 main:581] : INFO : Epoch 1578 | loss: 0.0310753 | val_loss: 0.0311191 | Time: 2080.39 ms
[2022-04-19 08:52:41 main:581] : INFO : Epoch 1579 | loss: 0.0310747 | val_loss: 0.0311213 | Time: 2104.47 ms
[2022-04-19 08:52:43 main:581] : INFO : Epoch 1580 | loss: 0.031076 | val_loss: 0.031117 | Time: 2106.25 ms
[2022-04-19 08:52:45 main:581] : INFO : Epoch 1581 | loss: 0.0310755 | val_loss: 0.0311205 | Time: 2089.99 ms
[2022-04-19 08:52:47 main:581] : INFO : Epoch 1582 | loss: 0.0310721 | val_loss: 0.0311201 | Time: 2101.33 ms
[2022-04-19 08:52:50 main:581] : INFO : Epoch 1583 | loss: 0.0310719 | val_loss: 0.031121 | Time: 2072.7 ms
[2022-04-19 08:52:52 main:581] : INFO : Epoch 1584 | loss: 0.0310719 | val_loss: 0.0311108 | Time: 2071.8 ms
[2022-04-19 08:52:54 main:581] : INFO : Epoch 1585 | loss: 0.0310735 | val_loss: 0.0311161 | Time: 2086.71 ms
[2022-04-19 08:52:56 main:581] : INFO : Epoch 1586 | loss: 0.0310701 | val_loss: 0.0311156 | Time: 2068.62 ms
[2022-04-19 08:52:58 main:581] : INFO : Epoch 1587 | loss: 0.0310735 | val_loss: 0.0311299 | Time: 2080.62 ms
[2022-04-19 08:53:00 main:581] : INFO : Epoch 1588 | loss: 0.0310773 | val_loss: 0.0311188 | Time: 2109.91 ms
[2022-04-19 08:53:02 main:581] : INFO : Epoch 1589 | loss: 0.0310713 | val_loss: 0.0311238 | Time: 2089.53 ms
[2022-04-19 08:53:04 main:581] : INFO : Epoch 1590 | loss: 0.0310701 | val_loss: 0.0311223 | Time: 2072.08 ms
[2022-04-19 08:53:06 main:581] : INFO : Epoch 1591 | loss: 0.0310712 | val_loss: 0.0311289 | Time: 2107.15 ms
[2022-04-19 08:53:08 main:581] : INFO : Epoch 1592 | loss: 0.031072 | val_loss: 0.0311274 | Time: 2087.7 ms
[2022-04-19 08:53:10 main:581] : INFO : Epoch 1593 | loss: 0.0310741 | val_loss: 0.0311163 | Time: 2075.68 ms
[2022-04-19 08:53:12 main:581] : INFO : Epoch 1594 | loss: 0.0310713 | val_loss: 0.0311229 | Time: 2087.39 ms
[2022-04-19 08:53:15 main:581] : INFO : Epoch 1595 | loss: 0.0310727 | val_loss: 0.0311177 | Time: 2072.75 ms
[2022-04-19 08:53:17 main:581] : INFO : Epoch 1596 | loss: 0.0310712 | val_loss: 0.0311242 | Time: 2077.12 ms
[2022-04-19 08:53:19 main:581] : INFO : Epoch 1597 | loss: 0.0310713 | val_loss: 0.031123 | Time: 2069.68 ms
[2022-04-19 08:53:21 main:581] : INFO : Epoch 1598 | loss: 0.031068 | val_loss: 0.0311197 | Time: 2065.9 ms
[2022-04-19 08:53:23 main:581] : INFO : Epoch 1599 | loss: 0.031069 | val_loss: 0.0311172 | Time: 2104.82 ms
[2022-04-19 08:53:25 main:581] : INFO : Epoch 1600 | loss: 0.0310759 | val_loss: 0.0311133 | Time: 2080.23 ms
[2022-04-19 08:53:27 main:581] : INFO : Epoch 1601 | loss: 0.0310731 | val_loss: 0.0311091 | Time: 2082.27 ms
[2022-04-19 08:53:29 main:581] : INFO : Epoch 1602 | loss: 0.031073 | val_loss: 0.0311156 | Time: 2093.1 ms
[2022-04-19 08:53:31 main:581] : INFO : Epoch 1603 | loss: 0.0310735 | val_loss: 0.0311162 | Time: 2062.84 ms
[2022-04-19 08:53:33 main:581] : INFO : Epoch 1604 | loss: 0.0310719 | val_loss: 0.0311194 | Time: 2078.76 ms
[2022-04-19 08:53:35 main:581] : INFO : Epoch 1605 | loss: 0.0310714 | val_loss: 0.0311148 | Time: 2085.99 ms
[2022-04-19 08:53:37 main:581] : INFO : Epoch 1606 | loss: 0.0310703 | val_loss: 0.0311177 | Time: 2096.52 ms
[2022-04-19 08:53:40 main:581] : INFO : Epoch 1607 | loss: 0.0310695 | val_loss: 0.0311207 | Time: 2078.77 ms
[2022-04-19 08:53:42 main:581] : INFO : Epoch 1608 | loss: 0.0310716 | val_loss: 0.0311123 | Time: 2073.07 ms
[2022-04-19 08:53:44 main:581] : INFO : Epoch 1609 | loss: 0.0310705 | val_loss: 0.0311168 | Time: 2083.1 ms
[2022-04-19 08:53:46 main:581] : INFO : Epoch 1610 | loss: 0.0310695 | val_loss: 0.0311265 | Time: 2069.32 ms
[2022-04-19 08:53:48 main:581] : INFO : Epoch 1611 | loss: 0.0310737 | val_loss: 0.031119 | Time: 2081.4 ms
[2022-04-19 08:53:50 main:581] : INFO : Epoch 1612 | loss: 0.0310815 | val_loss: 0.0311221 | Time: 2048.67 ms
[2022-04-19 08:53:52 main:581] : INFO : Epoch 1613 | loss: 0.0310802 | val_loss: 0.0311159 | Time: 2078.38 ms
[2022-04-19 08:53:54 main:581] : INFO : Epoch 1614 | loss: 0.031074 | val_loss: 0.0311112 | Time: 2065.02 ms
[2022-04-19 08:53:56 main:581] : INFO : Epoch 1615 | loss: 0.0310743 | val_loss: 0.0311179 | Time: 2073.82 ms
[2022-04-19 08:53:58 main:581] : INFO : Epoch 1616 | loss: 0.0310751 | val_loss: 0.0311199 | Time: 2071.65 ms
[2022-04-19 08:54:00 main:581] : INFO : Epoch 1617 | loss: 0.0310709 | val_loss: 0.0311185 | Time: 2087.48 ms
[2022-04-19 08:54:02 main:581] : INFO : Epoch 1618 | loss: 0.0310692 | val_loss: 0.0311083 | Time: 2077.86 ms
[2022-04-19 08:54:04 main:581] : INFO : Epoch 1619 | loss: 0.0310698 | val_loss: 0.0311048 | Time: 2061.74 ms
[2022-04-19 08:54:07 main:581] : INFO : Epoch 1620 | loss: 0.0310698 | val_loss: 0.0311113 | Time: 2073.24 ms
[2022-04-19 08:54:09 main:581] : INFO : Epoch 1621 | loss: 0.0310696 | val_loss: 0.0311179 | Time: 2065.9 ms
[2022-04-19 08:54:11 main:581] : INFO : Epoch 1622 | loss: 0.0310699 | val_loss: 0.0311207 | Time: 2104.08 ms
[2022-04-19 08:54:13 main:581] : INFO : Epoch 1623 | loss: 0.0310716 | val_loss: 0.031131 | Time: 2064.89 ms
[2022-04-19 08:54:15 main:581] : INFO : Epoch 1624 | loss: 0.0310731 | val_loss: 0.0311184 | Time: 2101.07 ms
[2022-04-19 08:54:17 main:581] : INFO : Epoch 1625 | loss: 0.0310699 | val_loss: 0.0311165 | Time: 2073.7 ms
[2022-04-19 08:54:19 main:581] : INFO : Epoch 1626 | loss: 0.0310687 | val_loss: 0.0311144 | Time: 2084.22 ms
[2022-04-19 08:54:21 main:581] : INFO : Epoch 1627 | loss: 0.0310679 | val_loss: 0.0311112 | Time: 2098.72 ms
[2022-04-19 08:54:23 main:581] : INFO : Epoch 1628 | loss: 0.0310689 | val_loss: 0.0311122 | Time: 2073.67 ms
[2022-04-19 08:54:25 main:581] : INFO : Epoch 1629 | loss: 0.0310684 | val_loss: 0.0311171 | Time: 2086.09 ms
[2022-04-19 08:54:27 main:581] : INFO : Epoch 1630 | loss: 0.0310763 | val_loss: 0.0311107 | Time: 2082.9 ms
[2022-04-19 08:54:29 main:581] : INFO : Epoch 1631 | loss: 0.0310836 | val_loss: 0.0311396 | Time: 2086.33 ms
[2022-04-19 08:54:32 main:581] : INFO : Epoch 1632 | loss: 0.0310874 | val_loss: 0.0311184 | Time: 2075.03 ms
[2022-04-19 08:54:34 main:581] : INFO : Epoch 1633 | loss: 0.0310951 | val_loss: 0.031167 | Time: 2074.14 ms
[2022-04-19 08:54:36 main:581] : INFO : Epoch 1634 | loss: 0.0310889 | val_loss: 0.0311302 | Time: 2070.24 ms
[2022-04-19 08:54:38 main:581] : INFO : Epoch 1635 | loss: 0.0310814 | val_loss: 0.0311166 | Time: 2067.79 ms
[2022-04-19 08:54:40 main:581] : INFO : Epoch 1636 | loss: 0.0310675 | val_loss: 0.0311203 | Time: 2076.3 ms
[2022-04-19 08:54:42 main:581] : INFO : Epoch 1637 | loss: 0.0310682 | val_loss: 0.0311118 | Time: 2064.92 ms
[2022-04-19 08:54:44 main:581] : INFO : Epoch 1638 | loss: 0.0310668 | val_loss: 0.0311206 | Time: 2088.21 ms
[2022-04-19 08:54:46 main:581] : INFO : Epoch 1639 | loss: 0.0310664 | val_loss: 0.0311148 | Time: 2095.44 ms
[2022-04-19 08:54:48 main:581] : INFO : Epoch 1640 | loss: 0.0310661 | val_loss: 0.0311214 | Time: 2086.2 ms
[2022-04-19 08:54:50 main:581] : INFO : Epoch 1641 | loss: 0.0310661 | val_loss: 0.0311123 | Time: 2092.61 ms
[2022-04-19 08:54:52 main:581] : INFO : Epoch 1642 | loss: 0.0310716 | val_loss: 0.0311187 | Time: 2075.77 ms
[2022-04-19 08:54:54 main:581] : INFO : Epoch 1643 | loss: 0.0310786 | val_loss: 0.0311195 | Time: 2070.17 ms
[2022-04-19 08:54:56 main:581] : INFO : Epoch 1644 | loss: 0.0310933 | val_loss: 0.0311224 | Time: 2082.92 ms
[2022-04-19 08:54:59 main:581] : INFO : Epoch 1645 | loss: 0.0310888 | val_loss: 0.0311216 | Time: 2068.33 ms
[2022-04-19 08:55:01 main:581] : INFO : Epoch 1646 | loss: 0.0310869 | val_loss: 0.0311141 | Time: 2102.27 ms
[2022-04-19 08:55:03 main:581] : INFO : Epoch 1647 | loss: 0.0310797 | val_loss: 0.0311132 | Time: 2079.71 ms
[2022-04-19 08:55:05 main:581] : INFO : Epoch 1648 | loss: 0.0310773 | val_loss: 0.0311119 | Time: 2074.84 ms
[2022-04-19 08:55:07 main:581] : INFO : Epoch 1649 | loss: 0.0310787 | val_loss: 0.0311116 | Time: 2083.9 ms
[2022-04-19 08:55:09 main:581] : INFO : Epoch 1650 | loss: 0.0310779 | val_loss: 0.0311098 | Time: 2075.83 ms
[2022-04-19 08:55:11 main:581] : INFO : Epoch 1651 | loss: 0.0310749 | val_loss: 0.0311132 | Time: 2072.54 ms
[2022-04-19 08:55:13 main:581] : INFO : Epoch 1652 | loss: 0.0310748 | val_loss: 0.0311107 | Time: 2073.61 ms
[2022-04-19 08:55:15 main:581] : INFO : Epoch 1653 | loss: 0.0310708 | val_loss: 0.031117 | Time: 2067.37 ms
[2022-04-19 08:55:17 main:581] : INFO : Epoch 1654 | loss: 0.0310731 | val_loss: 0.0311169 | Time: 2061.2 ms
[2022-04-19 08:55:19 main:581] : INFO : Epoch 1655 | loss: 0.0310735 | val_loss: 0.0311181 | Time: 2070.91 ms
[2022-04-19 08:55:21 main:581] : INFO : Epoch 1656 | loss: 0.0310739 | val_loss: 0.0311146 | Time: 2087.24 ms
[2022-04-19 08:55:23 main:581] : INFO : Epoch 1657 | loss: 0.0310873 | val_loss: 0.0311354 | Time: 2073.83 ms
[2022-04-19 08:55:26 main:581] : INFO : Epoch 1658 | loss: 0.0310848 | val_loss: 0.0311231 | Time: 2068.72 ms
[2022-04-19 08:55:28 main:581] : INFO : Epoch 1659 | loss: 0.0310763 | val_loss: 0.0311224 | Time: 2093.99 ms
[2022-04-19 08:55:30 main:581] : INFO : Epoch 1660 | loss: 0.0310766 | val_loss: 0.0311202 | Time: 2070.33 ms
[2022-04-19 08:55:32 main:581] : INFO : Epoch 1661 | loss: 0.0310753 | val_loss: 0.0311184 | Time: 2060.78 ms
[2022-04-19 08:55:34 main:581] : INFO : Epoch 1662 | loss: 0.0310695 | val_loss: 0.0311108 | Time: 2103.96 ms
[2022-04-19 08:55:36 main:581] : INFO : Epoch 1663 | loss: 0.0310704 | val_loss: 0.0311152 | Time: 2072.86 ms
[2022-04-19 08:55:38 main:581] : INFO : Epoch 1664 | loss: 0.0310714 | val_loss: 0.0311115 | Time: 2090.79 ms
[2022-04-19 08:55:40 main:581] : INFO : Epoch 1665 | loss: 0.0310741 | val_loss: 0.0311197 | Time: 2080.5 ms
[2022-04-19 08:55:42 main:581] : INFO : Epoch 1666 | loss: 0.0310788 | val_loss: 0.0311125 | Time: 2067.6 ms
[2022-04-19 08:55:44 main:581] : INFO : Epoch 1667 | loss: 0.0310796 | val_loss: 0.0311213 | Time: 2065.86 ms
[2022-04-19 08:55:46 main:581] : INFO : Epoch 1668 | loss: 0.0310784 | val_loss: 0.0311212 | Time: 2083.76 ms
[2022-04-19 08:55:48 main:581] : INFO : Epoch 1669 | loss: 0.0310784 | val_loss: 0.0311198 | Time: 2084.38 ms
[2022-04-19 08:55:50 main:581] : INFO : Epoch 1670 | loss: 0.0310752 | val_loss: 0.0311246 | Time: 2065.75 ms
[2022-04-19 08:55:53 main:581] : INFO : Epoch 1671 | loss: 0.0310739 | val_loss: 0.0311205 | Time: 2069.88 ms
[2022-04-19 08:55:55 main:581] : INFO : Epoch 1672 | loss: 0.0310704 | val_loss: 0.0311138 | Time: 2069.73 ms
[2022-04-19 08:55:57 main:581] : INFO : Epoch 1673 | loss: 0.0310744 | val_loss: 0.0311214 | Time: 2071.01 ms
[2022-04-19 08:55:59 main:581] : INFO : Epoch 1674 | loss: 0.0310776 | val_loss: 0.0311148 | Time: 2072.78 ms
[2022-04-19 08:56:01 main:581] : INFO : Epoch 1675 | loss: 0.0310748 | val_loss: 0.0311132 | Time: 2108.5 ms
[2022-04-19 08:56:03 main:581] : INFO : Epoch 1676 | loss: 0.0310725 | val_loss: 0.0311166 | Time: 2078.23 ms
[2022-04-19 08:56:05 main:581] : INFO : Epoch 1677 | loss: 0.031073 | val_loss: 0.03111 | Time: 2084.52 ms
[2022-04-19 08:56:07 main:581] : INFO : Epoch 1678 | loss: 0.0310771 | val_loss: 0.0311151 | Time: 2065.88 ms
[2022-04-19 08:56:09 main:581] : INFO : Epoch 1679 | loss: 0.0310725 | val_loss: 0.0311111 | Time: 2088.96 ms
[2022-04-19 08:56:11 main:581] : INFO : Epoch 1680 | loss: 0.0310722 | val_loss: 0.0311084 | Time: 2084.88 ms
[2022-04-19 08:56:13 main:581] : INFO : Epoch 1681 | loss: 0.0310767 | val_loss: 0.031118 | Time: 2073.43 ms
[2022-04-19 08:56:15 main:581] : INFO : Epoch 1682 | loss: 0.0310856 | val_loss: 0.0311229 | Time: 2086.11 ms
[2022-04-19 08:56:17 main:581] : INFO : Epoch 1683 | loss: 0.031089 | val_loss: 0.031126 | Time: 2074.2 ms
[2022-04-19 08:56:20 main:581] : INFO : Epoch 1684 | loss: 0.0310874 | val_loss: 0.0311253 | Time: 2075.95 ms
[2022-04-19 08:56:22 main:581] : INFO : Epoch 1685 | loss: 0.0310857 | val_loss: 0.0311201 | Time: 2069.74 ms
[2022-04-19 08:56:24 main:581] : INFO : Epoch 1686 | loss: 0.0310826 | val_loss: 0.03113 | Time: 2071.93 ms
[2022-04-19 08:56:26 main:581] : INFO : Epoch 1687 | loss: 0.0310804 | val_loss: 0.0311259 | Time: 2071.21 ms
[2022-04-19 08:56:28 main:581] : INFO : Epoch 1688 | loss: 0.0310776 | val_loss: 0.0311238 | Time: 2077.22 ms
[2022-04-19 08:56:30 main:581] : INFO : Epoch 1689 | loss: 0.0310759 | val_loss: 0.0311134 | Time: 2070.89 ms
[2022-04-19 08:56:32 main:581] : INFO : Epoch 1690 | loss: 0.0310798 | val_loss: 0.0311235 | Time: 2068.79 ms
[2022-04-19 08:56:34 main:581] : INFO : Epoch 1691 | loss: 0.0310835 | val_loss: 0.0311168 | Time: 2072.15 ms
[2022-04-19 08:56:36 main:581] : INFO : Epoch 1692 | loss: 0.0310815 | val_loss: 0.0311169 | Time: 2080.1 ms
[2022-04-19 08:56:38 main:581] : INFO : Epoch 1693 | loss: 0.0310787 | val_loss: 0.0311137 | Time: 2080.78 ms
[2022-04-19 08:56:40 main:581] : INFO : Epoch 1694 | loss: 0.0310767 | val_loss: 0.0311153 | Time: 2081.76 ms
[2022-04-19 08:56:42 main:581] : INFO : Epoch 1695 | loss: 0.0310766 | val_loss: 0.0311092 | Time: 2082.26 ms
[2022-04-19 08:56:44 main:581] : INFO : Epoch 1696 | loss: 0.0310748 | val_loss: 0.0311174 | Time: 2076.33 ms
[2022-04-19 08:56:47 main:581] : INFO : Epoch 1697 | loss: 0.031073 | val_loss: 0.0311163 | Time: 2073.35 ms
[2022-04-19 08:56:49 main:581] : INFO : Epoch 1698 | loss: 0.0310737 | val_loss: 0.0311112 | Time: 2070.28 ms
[2022-04-19 08:56:51 main:581] : INFO : Epoch 1699 | loss: 0.0310727 | val_loss: 0.0311123 | Time: 2071.72 ms
[2022-04-19 08:56:53 main:581] : INFO : Epoch 1700 | loss: 0.0310707 | val_loss: 0.0311175 | Time: 2070.05 ms
[2022-04-19 08:56:55 main:581] : INFO : Epoch 1701 | loss: 0.0310704 | val_loss: 0.0311148 | Time: 2068.92 ms
[2022-04-19 08:56:57 main:581] : INFO : Epoch 1702 | loss: 0.0310773 | val_loss: 0.0311149 | Time: 2092.95 ms
[2022-04-19 08:56:59 main:581] : INFO : Epoch 1703 | loss: 0.0310824 | val_loss: 0.0311052 | Time: 2068.72 ms
[2022-04-19 08:57:01 main:581] : INFO : Epoch 1704 | loss: 0.0310775 | val_loss: 0.0311082 | Time: 2094.55 ms
[2022-04-19 08:57:03 main:581] : INFO : Epoch 1705 | loss: 0.0310731 | val_loss: 0.0311086 | Time: 2086.44 ms
[2022-04-19 08:57:05 main:581] : INFO : Epoch 1706 | loss: 0.0310718 | val_loss: 0.0311057 | Time: 2083.88 ms
[2022-04-19 08:57:07 main:581] : INFO : Epoch 1707 | loss: 0.0310717 | val_loss: 0.0311069 | Time: 2089.5 ms
[2022-04-19 08:57:09 main:581] : INFO : Epoch 1708 | loss: 0.0310694 | val_loss: 0.0311147 | Time: 2074.42 ms
[2022-04-19 08:57:12 main:581] : INFO : Epoch 1709 | loss: 0.0310698 | val_loss: 0.0311084 | Time: 2090.31 ms
[2022-04-19 08:57:14 main:581] : INFO : Epoch 1710 | loss: 0.0310699 | val_loss: 0.0311153 | Time: 2074.98 ms
[2022-04-19 08:57:16 main:581] : INFO : Epoch 1711 | loss: 0.0310701 | val_loss: 0.0311124 | Time: 2071.26 ms
[2022-04-19 08:57:18 main:581] : INFO : Epoch 1712 | loss: 0.0310689 | val_loss: 0.0311108 | Time: 2066.96 ms
[2022-04-19 08:57:20 main:581] : INFO : Epoch 1713 | loss: 0.0310671 | val_loss: 0.0311114 | Time: 2069.43 ms
[2022-04-19 08:57:22 main:581] : INFO : Epoch 1714 | loss: 0.0310659 | val_loss: 0.0311082 | Time: 2069.02 ms
[2022-04-19 08:57:24 main:581] : INFO : Epoch 1715 | loss: 0.0310643 | val_loss: 0.0311107 | Time: 2065.84 ms
[2022-04-19 08:57:26 main:581] : INFO : Epoch 1716 | loss: 0.0310647 | val_loss: 0.0311066 | Time: 2079.88 ms
[2022-04-19 08:57:28 main:581] : INFO : Epoch 1717 | loss: 0.0310675 | val_loss: 0.0311027 | Time: 2103.16 ms
[2022-04-19 08:57:30 main:581] : INFO : Epoch 1718 | loss: 0.0310701 | val_loss: 0.0311047 | Time: 2075.01 ms
[2022-04-19 08:57:32 main:581] : INFO : Epoch 1719 | loss: 0.0310651 | val_loss: 0.0311089 | Time: 2081.91 ms
[2022-04-19 08:57:34 main:581] : INFO : Epoch 1720 | loss: 0.0310655 | val_loss: 0.0311133 | Time: 2064.77 ms
[2022-04-19 08:57:36 main:581] : INFO : Epoch 1721 | loss: 0.0310684 | val_loss: 0.0311014 | Time: 2080.97 ms
[2022-04-19 08:57:39 main:581] : INFO : Epoch 1722 | loss: 0.0310671 | val_loss: 0.0311089 | Time: 2073.61 ms
[2022-04-19 08:57:41 main:581] : INFO : Epoch 1723 | loss: 0.031067 | val_loss: 0.0311026 | Time: 2080.25 ms
[2022-04-19 08:57:43 main:581] : INFO : Epoch 1724 | loss: 0.0310686 | val_loss: 0.0311051 | Time: 2069.7 ms
[2022-04-19 08:57:45 main:581] : INFO : Epoch 1725 | loss: 0.0310673 | val_loss: 0.0311131 | Time: 2073.06 ms
[2022-04-19 08:57:47 main:581] : INFO : Epoch 1726 | loss: 0.031065 | val_loss: 0.0311079 | Time: 2074.25 ms
[2022-04-19 08:57:49 main:581] : INFO : Epoch 1727 | loss: 0.0310619 | val_loss: 0.0311055 | Time: 2087.18 ms
[2022-04-19 08:57:51 main:581] : INFO : Epoch 1728 | loss: 0.0310611 | val_loss: 0.0311089 | Time: 2073.38 ms
[2022-04-19 08:57:53 main:581] : INFO : Epoch 1729 | loss: 0.0310627 | val_loss: 0.031114 | Time: 2080.1 ms
[2022-04-19 08:57:55 main:581] : INFO : Epoch 1730 | loss: 0.0310726 | val_loss: 0.0311095 | Time: 2077.91 ms
[2022-04-19 08:57:57 main:581] : INFO : Epoch 1731 | loss: 0.0310791 | val_loss: 0.031103 | Time: 2062.38 ms
[2022-04-19 08:57:59 main:581] : INFO : Epoch 1732 | loss: 0.0310721 | val_loss: 0.0311045 | Time: 2068.88 ms
[2022-04-19 08:58:01 main:581] : INFO : Epoch 1733 | loss: 0.0310667 | val_loss: 0.0311059 | Time: 2134.84 ms
[2022-04-19 08:58:03 main:581] : INFO : Epoch 1734 | loss: 0.031065 | val_loss: 0.0311089 | Time: 2110.94 ms
[2022-04-19 08:58:06 main:581] : INFO : Epoch 1735 | loss: 0.0310628 | val_loss: 0.0311034 | Time: 2104.65 ms
[2022-04-19 08:58:08 main:581] : INFO : Epoch 1736 | loss: 0.0310622 | val_loss: 0.0311143 | Time: 2191.65 ms
[2022-04-19 08:58:10 main:581] : INFO : Epoch 1737 | loss: 0.0310718 | val_loss: 0.0311119 | Time: 2140.48 ms
[2022-04-19 08:58:12 main:581] : INFO : Epoch 1738 | loss: 0.0310778 | val_loss: 0.0311166 | Time: 2128.61 ms
[2022-04-19 08:58:14 main:581] : INFO : Epoch 1739 | loss: 0.0310746 | val_loss: 0.0311122 | Time: 2139.51 ms
[2022-04-19 08:58:16 main:581] : INFO : Epoch 1740 | loss: 0.0310746 | val_loss: 0.0311122 | Time: 2088.66 ms
[2022-04-19 08:58:18 main:581] : INFO : Epoch 1741 | loss: 0.0310698 | val_loss: 0.0311106 | Time: 2087.39 ms
[2022-04-19 08:58:21 main:581] : INFO : Epoch 1742 | loss: 0.0310699 | val_loss: 0.0311145 | Time: 2130.52 ms
[2022-04-19 08:58:23 main:581] : INFO : Epoch 1743 | loss: 0.0310652 | val_loss: 0.0311126 | Time: 2135.51 ms
[2022-04-19 08:58:25 main:581] : INFO : Epoch 1744 | loss: 0.031065 | val_loss: 0.031107 | Time: 2138.29 ms
[2022-04-19 08:58:27 main:581] : INFO : Epoch 1745 | loss: 0.0310668 | val_loss: 0.0311035 | Time: 2119.37 ms
[2022-04-19 08:58:29 main:581] : INFO : Epoch 1746 | loss: 0.0310672 | val_loss: 0.0311056 | Time: 2185.59 ms
[2022-04-19 08:58:31 main:581] : INFO : Epoch 1747 | loss: 0.0310661 | val_loss: 0.0311028 | Time: 2123.54 ms
[2022-04-19 08:58:33 main:581] : INFO : Epoch 1748 | loss: 0.0310659 | val_loss: 0.0311053 | Time: 2154.09 ms
[2022-04-19 08:58:36 main:581] : INFO : Epoch 1749 | loss: 0.0310666 | val_loss: 0.0311083 | Time: 2141.95 ms
[2022-04-19 08:58:38 main:581] : INFO : Epoch 1750 | loss: 0.0310627 | val_loss: 0.0311044 | Time: 2102.55 ms
[2022-04-19 08:58:40 main:581] : INFO : Epoch 1751 | loss: 0.031062 | val_loss: 0.0311103 | Time: 2170.23 ms
[2022-04-19 08:58:42 main:581] : INFO : Epoch 1752 | loss: 0.0310603 | val_loss: 0.0311045 | Time: 2146.87 ms
[2022-04-19 08:58:44 main:581] : INFO : Epoch 1753 | loss: 0.0310593 | val_loss: 0.0311089 | Time: 2165.18 ms
[2022-04-19 08:58:46 main:581] : INFO : Epoch 1754 | loss: 0.0310643 | val_loss: 0.031112 | Time: 2073.64 ms
[2022-04-19 08:58:48 main:581] : INFO : Epoch 1755 | loss: 0.0310611 | val_loss: 0.0311082 | Time: 2121.71 ms
[2022-04-19 08:58:50 main:581] : INFO : Epoch 1756 | loss: 0.031062 | val_loss: 0.0311114 | Time: 2113.4 ms
[2022-04-19 08:58:53 main:581] : INFO : Epoch 1757 | loss: 0.031065 | val_loss: 0.0311153 | Time: 2147.54 ms
[2022-04-19 08:58:55 main:581] : INFO : Epoch 1758 | loss: 0.0310724 | val_loss: 0.0311306 | Time: 2117.75 ms
[2022-04-19 08:58:57 main:581] : INFO : Epoch 1759 | loss: 0.0311213 | val_loss: 0.0311331 | Time: 2133.53 ms
[2022-04-19 08:58:59 main:581] : INFO : Epoch 1760 | loss: 0.0311081 | val_loss: 0.0311222 | Time: 2077.5 ms
[2022-04-19 08:59:01 main:581] : INFO : Epoch 1761 | loss: 0.0311031 | val_loss: 0.0311204 | Time: 2130.22 ms
[2022-04-19 08:59:03 main:581] : INFO : Epoch 1762 | loss: 0.031098 | val_loss: 0.0311229 | Time: 2073.73 ms
[2022-04-19 08:59:05 main:581] : INFO : Epoch 1763 | loss: 0.0310918 | val_loss: 0.0311145 | Time: 2070.94 ms
[2022-04-19 08:59:07 main:581] : INFO : Epoch 1764 | loss: 0.0310848 | val_loss: 0.031114 | Time: 2124.68 ms
[2022-04-19 08:59:09 main:581] : INFO : Epoch 1765 | loss: 0.0310809 | val_loss: 0.0311204 | Time: 2141.5 ms
[2022-04-19 08:59:12 main:581] : INFO : Epoch 1766 | loss: 0.0310755 | val_loss: 0.0311077 | Time: 2152.87 ms
[2022-04-19 08:59:14 main:581] : INFO : Epoch 1767 | loss: 0.031074 | val_loss: 0.0311063 | Time: 2133.57 ms
[2022-04-19 08:59:16 main:581] : INFO : Epoch 1768 | loss: 0.0310754 | val_loss: 0.0311088 | Time: 2111.81 ms
[2022-04-19 08:59:18 main:581] : INFO : Epoch 1769 | loss: 0.0310704 | val_loss: 0.0311046 | Time: 2103.96 ms
[2022-04-19 08:59:20 main:581] : INFO : Epoch 1770 | loss: 0.0310706 | val_loss: 0.0311012 | Time: 2109.42 ms
[2022-04-19 08:59:22 main:581] : INFO : Epoch 1771 | loss: 0.0310776 | val_loss: 0.0310984 | Time: 2167.94 ms
[2022-04-19 08:59:24 main:581] : INFO : Epoch 1772 | loss: 0.0310747 | val_loss: 0.0311023 | Time: 2191.8 ms
[2022-04-19 08:59:27 main:581] : INFO : Epoch 1773 | loss: 0.0310719 | val_loss: 0.031104 | Time: 2177.94 ms
[2022-04-19 08:59:29 main:581] : INFO : Epoch 1774 | loss: 0.0310777 | val_loss: 0.0311104 | Time: 2164.3 ms
[2022-04-19 08:59:31 main:581] : INFO : Epoch 1775 | loss: 0.0310755 | val_loss: 0.0311095 | Time: 2160.11 ms
[2022-04-19 08:59:33 main:581] : INFO : Epoch 1776 | loss: 0.0310711 | val_loss: 0.0311015 | Time: 2124.16 ms
[2022-04-19 08:59:35 main:581] : INFO : Epoch 1777 | loss: 0.0310677 | val_loss: 0.0311017 | Time: 2103.94 ms
[2022-04-19 08:59:37 main:581] : INFO : Epoch 1778 | loss: 0.0310683 | val_loss: 0.0311058 | Time: 2132.94 ms
[2022-04-19 08:59:39 main:581] : INFO : Epoch 1779 | loss: 0.0310651 | val_loss: 0.0311008 | Time: 2133.34 ms
[2022-04-19 08:59:42 main:581] : INFO : Epoch 1780 | loss: 0.0310661 | val_loss: 0.031102 | Time: 2130.44 ms
[2022-04-19 08:59:44 main:581] : INFO : Epoch 1781 | loss: 0.0310666 | val_loss: 0.0311031 | Time: 2146.83 ms
[2022-04-19 08:59:46 main:581] : INFO : Epoch 1782 | loss: 0.0310709 | val_loss: 0.0311037 | Time: 2122.66 ms
[2022-04-19 08:59:48 main:581] : INFO : Epoch 1783 | loss: 0.0310706 | val_loss: 0.0311077 | Time: 2118.49 ms
[2022-04-19 08:59:50 main:581] : INFO : Epoch 1784 | loss: 0.0310686 | val_loss: 0.0311058 | Time: 2110.31 ms
[2022-04-19 08:59:52 main:581] : INFO : Epoch 1785 | loss: 0.0310642 | val_loss: 0.0311007 | Time: 2117.36 ms
[2022-04-19 08:59:54 main:581] : INFO : Epoch 1786 | loss: 0.0310623 | val_loss: 0.0311044 | Time: 2122.09 ms
[2022-04-19 08:59:56 main:581] : INFO : Epoch 1787 | loss: 0.0310654 | val_loss: 0.031103 | Time: 2123.4 ms
[2022-04-19 08:59:59 main:581] : INFO : Epoch 1788 | loss: 0.0310632 | val_loss: 0.031109 | Time: 2106.9 ms
[2022-04-19 09:00:01 main:581] : INFO : Epoch 1789 | loss: 0.0310608 | val_loss: 0.0311011 | Time: 2114.66 ms
[2022-04-19 09:00:03 main:581] : INFO : Epoch 1790 | loss: 0.031064 | val_loss: 0.0311019 | Time: 2125.52 ms
[2022-04-19 09:00:05 main:581] : INFO : Epoch 1791 | loss: 0.0310611 | val_loss: 0.0311105 | Time: 2142.76 ms
[2022-04-19 09:00:07 main:581] : INFO : Epoch 1792 | loss: 0.0310596 | val_loss: 0.0311016 | Time: 2114.94 ms
[2022-04-19 09:00:09 main:581] : INFO : Epoch 1793 | loss: 0.0310648 | val_loss: 0.0311085 | Time: 2125.84 ms
[2022-04-19 09:00:11 main:581] : INFO : Epoch 1794 | loss: 0.0310621 | val_loss: 0.0310999 | Time: 2122.37 ms
[2022-04-19 09:00:13 main:581] : INFO : Epoch 1795 | loss: 0.0310593 | val_loss: 0.031106 | Time: 2143.81 ms
[2022-04-19 09:00:16 main:581] : INFO : Epoch 1796 | loss: 0.0310595 | val_loss: 0.0311074 | Time: 2142.84 ms
[2022-04-19 09:00:18 main:581] : INFO : Epoch 1797 | loss: 0.0310579 | val_loss: 0.0311071 | Time: 2131.66 ms
[2022-04-19 09:00:20 main:581] : INFO : Epoch 1798 | loss: 0.03106 | val_loss: 0.0311067 | Time: 2122.51 ms
[2022-04-19 09:00:22 main:581] : INFO : Epoch 1799 | loss: 0.0310588 | val_loss: 0.0311092 | Time: 2122.78 ms
[2022-04-19 09:00:24 main:581] : INFO : Epoch 1800 | loss: 0.0310569 | val_loss: 0.0311125 | Time: 2147.63 ms
[2022-04-19 09:00:26 main:581] : INFO : Epoch 1801 | loss: 0.0310566 | val_loss: 0.0311104 | Time: 2126.9 ms
[2022-04-19 09:00:28 main:581] : INFO : Epoch 1802 | loss: 0.031055 | val_loss: 0.031101 | Time: 2196.04 ms
[2022-04-19 09:00:31 main:581] : INFO : Epoch 1803 | loss: 0.0310548 | val_loss: 0.0311104 | Time: 2107.7 ms
[2022-04-19 09:00:33 main:581] : INFO : Epoch 1804 | loss: 0.0310547 | val_loss: 0.0311092 | Time: 2111.32 ms
[2022-04-19 09:00:35 main:581] : INFO : Epoch 1805 | loss: 0.0310544 | val_loss: 0.0311125 | Time: 2133.38 ms
[2022-04-19 09:00:37 main:581] : INFO : Epoch 1806 | loss: 0.0310562 | val_loss: 0.0311148 | Time: 2133.22 ms
[2022-04-19 09:00:39 main:581] : INFO : Epoch 1807 | loss: 0.0310579 | val_loss: 0.0311045 | Time: 2114.24 ms
[2022-04-19 09:00:41 main:581] : INFO : Epoch 1808 | loss: 0.0310589 | val_loss: 0.0311069 | Time: 2125.48 ms
[2022-04-19 09:00:43 main:581] : INFO : Epoch 1809 | loss: 0.0310649 | val_loss: 0.0311007 | Time: 2104.23 ms
[2022-04-19 09:00:45 main:581] : INFO : Epoch 1810 | loss: 0.0310678 | val_loss: 0.0310982 | Time: 2110.31 ms
[2022-04-19 09:00:47 main:581] : INFO : Epoch 1811 | loss: 0.0310641 | val_loss: 0.0310971 | Time: 2104.12 ms
[2022-04-19 09:00:50 main:581] : INFO : Epoch 1812 | loss: 0.0310626 | val_loss: 0.0311002 | Time: 2126.48 ms
[2022-04-19 09:00:52 main:581] : INFO : Epoch 1813 | loss: 0.0310616 | val_loss: 0.0311124 | Time: 2131.38 ms
[2022-04-19 09:00:54 main:581] : INFO : Epoch 1814 | loss: 0.0310627 | val_loss: 0.0311059 | Time: 2164.68 ms
[2022-04-19 09:00:56 main:581] : INFO : Epoch 1815 | loss: 0.0310638 | val_loss: 0.0311106 | Time: 2139.97 ms
[2022-04-19 09:00:58 main:581] : INFO : Epoch 1816 | loss: 0.0310608 | val_loss: 0.0311012 | Time: 2122.05 ms
[2022-04-19 09:01:00 main:581] : INFO : Epoch 1817 | loss: 0.031057 | val_loss: 0.0311072 | Time: 2139.32 ms
[2022-04-19 09:01:02 main:581] : INFO : Epoch 1818 | loss: 0.0310571 | val_loss: 0.031106 | Time: 2098.49 ms
[2022-04-19 09:01:04 main:581] : INFO : Epoch 1819 | loss: 0.0310593 | val_loss: 0.0311058 | Time: 2120.01 ms
[2022-04-19 09:01:07 main:581] : INFO : Epoch 1820 | loss: 0.0310597 | val_loss: 0.0311055 | Time: 2074.21 ms
[2022-04-19 09:01:09 main:581] : INFO : Epoch 1821 | loss: 0.0310694 | val_loss: 0.0311062 | Time: 2128.33 ms
[2022-04-19 09:01:11 main:581] : INFO : Epoch 1822 | loss: 0.0310635 | val_loss: 0.0311032 | Time: 2178.04 ms
[2022-04-19 09:01:13 main:581] : INFO : Epoch 1823 | loss: 0.0310585 | val_loss: 0.031106 | Time: 2135.39 ms
[2022-04-19 09:01:15 main:581] : INFO : Epoch 1824 | loss: 0.0310571 | val_loss: 0.0311054 | Time: 2128.73 ms
[2022-04-19 09:01:17 main:581] : INFO : Epoch 1825 | loss: 0.0310549 | val_loss: 0.031108 | Time: 2123.44 ms
[2022-04-19 09:01:19 main:581] : INFO : Epoch 1826 | loss: 0.0310542 | val_loss: 0.031111 | Time: 2145.62 ms
[2022-04-19 09:01:22 main:581] : INFO : Epoch 1827 | loss: 0.031054 | val_loss: 0.0311081 | Time: 2113.08 ms
[2022-04-19 09:01:24 main:581] : INFO : Epoch 1828 | loss: 0.0310562 | val_loss: 0.0310987 | Time: 2148.07 ms
[2022-04-19 09:01:26 main:581] : INFO : Epoch 1829 | loss: 0.0310552 | val_loss: 0.0311067 | Time: 2211.38 ms
[2022-04-19 09:01:28 main:581] : INFO : Epoch 1830 | loss: 0.0310671 | val_loss: 0.0311098 | Time: 2143.83 ms
[2022-04-19 09:01:30 main:581] : INFO : Epoch 1831 | loss: 0.03108 | val_loss: 0.0311169 | Time: 2166.2 ms
[2022-04-19 09:01:32 main:581] : INFO : Epoch 1832 | loss: 0.0310818 | val_loss: 0.031109 | Time: 2095.77 ms
[2022-04-19 09:01:34 main:581] : INFO : Epoch 1833 | loss: 0.0310735 | val_loss: 0.0311059 | Time: 2124.51 ms
[2022-04-19 09:01:37 main:581] : INFO : Epoch 1834 | loss: 0.0310678 | val_loss: 0.031105 | Time: 2161.94 ms
[2022-04-19 09:01:39 main:581] : INFO : Epoch 1835 | loss: 0.0310658 | val_loss: 0.0311017 | Time: 2143.56 ms
[2022-04-19 09:01:41 main:581] : INFO : Epoch 1836 | loss: 0.0310627 | val_loss: 0.0311034 | Time: 2145.42 ms
[2022-04-19 09:01:43 main:581] : INFO : Epoch 1837 | loss: 0.0310613 | val_loss: 0.0311044 | Time: 2170.62 ms
[2022-04-19 09:01:45 main:581] : INFO : Epoch 1838 | loss: 0.0310603 | val_loss: 0.0311039 | Time: 2118.45 ms
[2022-04-19 09:01:47 main:581] : INFO : Epoch 1839 | loss: 0.0310565 | val_loss: 0.0310977 | Time: 2138.18 ms
[2022-04-19 09:01:49 main:581] : INFO : Epoch 1840 | loss: 0.0310571 | val_loss: 0.0311054 | Time: 2131.27 ms
[2022-04-19 09:01:52 main:581] : INFO : Epoch 1841 | loss: 0.0310552 | val_loss: 0.0311031 | Time: 2148.86 ms
[2022-04-19 09:01:54 main:581] : INFO : Epoch 1842 | loss: 0.0310527 | val_loss: 0.0311054 | Time: 2161.25 ms
[2022-04-19 09:01:56 main:581] : INFO : Epoch 1843 | loss: 0.031059 | val_loss: 0.0311061 | Time: 2122.49 ms
[2022-04-19 09:01:58 main:581] : INFO : Epoch 1844 | loss: 0.0310599 | val_loss: 0.0310981 | Time: 2151.6 ms
[2022-04-19 09:02:00 main:581] : INFO : Epoch 1845 | loss: 0.0310569 | val_loss: 0.0311025 | Time: 2160.93 ms
[2022-04-19 09:02:02 main:581] : INFO : Epoch 1846 | loss: 0.0310567 | val_loss: 0.0311004 | Time: 2142.98 ms
[2022-04-19 09:02:04 main:581] : INFO : Epoch 1847 | loss: 0.0310545 | val_loss: 0.0311075 | Time: 2149.49 ms
[2022-04-19 09:02:07 main:581] : INFO : Epoch 1848 | loss: 0.0310533 | val_loss: 0.0311102 | Time: 2162.67 ms
[2022-04-19 09:02:09 main:581] : INFO : Epoch 1849 | loss: 0.0310504 | val_loss: 0.0311027 | Time: 2150.99 ms
[2022-04-19 09:02:11 main:581] : INFO : Epoch 1850 | loss: 0.0310508 | val_loss: 0.0311104 | Time: 2176.12 ms
[2022-04-19 09:02:13 main:581] : INFO : Epoch 1851 | loss: 0.0310543 | val_loss: 0.0311068 | Time: 2189.56 ms
[2022-04-19 09:02:15 main:581] : INFO : Epoch 1852 | loss: 0.0310512 | val_loss: 0.0311111 | Time: 2142.25 ms
[2022-04-19 09:02:17 main:581] : INFO : Epoch 1853 | loss: 0.0310514 | val_loss: 0.0311028 | Time: 2144.87 ms
[2022-04-19 09:02:20 main:581] : INFO : Epoch 1854 | loss: 0.0310555 | val_loss: 0.0311057 | Time: 2139.95 ms
[2022-04-19 09:02:22 main:581] : INFO : Epoch 1855 | loss: 0.0310573 | val_loss: 0.0310985 | Time: 2122.28 ms
[2022-04-19 09:02:24 main:581] : INFO : Epoch 1856 | loss: 0.0310559 | val_loss: 0.0311002 | Time: 2131.94 ms
[2022-04-19 09:02:26 main:581] : INFO : Epoch 1857 | loss: 0.0310629 | val_loss: 0.031102 | Time: 2165.22 ms
[2022-04-19 09:02:28 main:581] : INFO : Epoch 1858 | loss: 0.031089 | val_loss: 0.0317044 | Time: 2153.25 ms
[2022-04-19 09:02:30 main:581] : INFO : Epoch 1859 | loss: 0.0343367 | val_loss: 0.0335887 | Time: 2119.94 ms
[2022-04-19 09:02:32 main:581] : INFO : Epoch 1860 | loss: 0.035976 | val_loss: 0.031836 | Time: 2210.94 ms
[2022-04-19 09:02:35 main:581] : INFO : Epoch 1861 | loss: 0.0315759 | val_loss: 0.0313538 | Time: 2150.72 ms
[2022-04-19 09:02:37 main:581] : INFO : Epoch 1862 | loss: 0.0312989 | val_loss: 0.0312746 | Time: 2142.84 ms
[2022-04-19 09:02:39 main:581] : INFO : Epoch 1863 | loss: 0.0312565 | val_loss: 0.0312486 | Time: 2175.96 ms
[2022-04-19 09:02:41 main:581] : INFO : Epoch 1864 | loss: 0.0312447 | val_loss: 0.0312401 | Time: 2111.34 ms
[2022-04-19 09:02:43 main:581] : INFO : Epoch 1865 | loss: 0.0312373 | val_loss: 0.0312317 | Time: 2099.28 ms
[2022-04-19 09:02:45 main:581] : INFO : Epoch 1866 | loss: 0.0312264 | val_loss: 0.0312185 | Time: 2155.48 ms
[2022-04-19 09:02:47 main:581] : INFO : Epoch 1867 | loss: 0.0312107 | val_loss: 0.0312003 | Time: 2161.04 ms
[2022-04-19 09:02:50 main:581] : INFO : Epoch 1868 | loss: 0.0311954 | val_loss: 0.0311868 | Time: 2085.96 ms
[2022-04-19 09:02:52 main:581] : INFO : Epoch 1869 | loss: 0.0311811 | val_loss: 0.0311755 | Time: 2110.29 ms
[2022-04-19 09:02:54 main:581] : INFO : Epoch 1870 | loss: 0.0311718 | val_loss: 0.0311697 | Time: 2093.03 ms
[2022-04-19 09:02:56 main:581] : INFO : Epoch 1871 | loss: 0.0311651 | val_loss: 0.0311598 | Time: 2105.19 ms
[2022-04-19 09:02:58 main:581] : INFO : Epoch 1872 | loss: 0.0311631 | val_loss: 0.0311579 | Time: 2117.89 ms
[2022-04-19 09:03:00 main:581] : INFO : Epoch 1873 | loss: 0.0311589 | val_loss: 0.031153 | Time: 2185.47 ms
[2022-04-19 09:03:02 main:581] : INFO : Epoch 1874 | loss: 0.0311452 | val_loss: 0.0311406 | Time: 2138.56 ms
[2022-04-19 09:03:04 main:581] : INFO : Epoch 1875 | loss: 0.0311281 | val_loss: 0.0311294 | Time: 2120.81 ms
[2022-04-19 09:03:07 main:581] : INFO : Epoch 1876 | loss: 0.0311206 | val_loss: 0.0311284 | Time: 2124.47 ms
[2022-04-19 09:03:09 main:581] : INFO : Epoch 1877 | loss: 0.0311133 | val_loss: 0.0311314 | Time: 2146.87 ms
[2022-04-19 09:03:11 main:581] : INFO : Epoch 1878 | loss: 0.0311104 | val_loss: 0.031123 | Time: 2153.11 ms
[2022-04-19 09:03:13 main:581] : INFO : Epoch 1879 | loss: 0.0310998 | val_loss: 0.0311193 | Time: 2190.1 ms
[2022-04-19 09:03:15 main:581] : INFO : Epoch 1880 | loss: 0.0311098 | val_loss: 0.0311214 | Time: 2178.7 ms
[2022-04-19 09:03:17 main:581] : INFO : Epoch 1881 | loss: 0.0311038 | val_loss: 0.0311145 | Time: 2173.43 ms
[2022-04-19 09:03:20 main:581] : INFO : Epoch 1882 | loss: 0.0310951 | val_loss: 0.0311123 | Time: 2150.29 ms
[2022-04-19 09:03:22 main:581] : INFO : Epoch 1883 | loss: 0.0310893 | val_loss: 0.0311105 | Time: 2124.73 ms
[2022-04-19 09:03:24 main:581] : INFO : Epoch 1884 | loss: 0.0310868 | val_loss: 0.031108 | Time: 2115.54 ms
[2022-04-19 09:03:26 main:581] : INFO : Epoch 1885 | loss: 0.0310843 | val_loss: 0.0311076 | Time: 2123.68 ms
[2022-04-19 09:03:28 main:581] : INFO : Epoch 1886 | loss: 0.0310831 | val_loss: 0.0311072 | Time: 2129.62 ms
[2022-04-19 09:03:30 main:581] : INFO : Epoch 1887 | loss: 0.0310833 | val_loss: 0.0311081 | Time: 2135.52 ms
[2022-04-19 09:03:32 main:581] : INFO : Epoch 1888 | loss: 0.0310851 | val_loss: 0.0311198 | Time: 2139.17 ms
[2022-04-19 09:03:34 main:581] : INFO : Epoch 1889 | loss: 0.0310842 | val_loss: 0.0311116 | Time: 2144.66 ms
[2022-04-19 09:03:37 main:581] : INFO : Epoch 1890 | loss: 0.0310839 | val_loss: 0.0311097 | Time: 2138.23 ms
[2022-04-19 09:03:39 main:581] : INFO : Epoch 1891 | loss: 0.0310801 | val_loss: 0.0311076 | Time: 2116.6 ms
[2022-04-19 09:03:41 main:581] : INFO : Epoch 1892 | loss: 0.031075 | val_loss: 0.031107 | Time: 2150.37 ms
[2022-04-19 09:03:43 main:581] : INFO : Epoch 1893 | loss: 0.0310739 | val_loss: 0.0311059 | Time: 2125.3 ms
[2022-04-19 09:03:45 main:581] : INFO : Epoch 1894 | loss: 0.0310713 | val_loss: 0.0311039 | Time: 2107.02 ms
[2022-04-19 09:03:47 main:581] : INFO : Epoch 1895 | loss: 0.0310697 | val_loss: 0.0310995 | Time: 2130.18 ms
[2022-04-19 09:03:49 main:581] : INFO : Epoch 1896 | loss: 0.0310673 | val_loss: 0.0311014 | Time: 2127.78 ms
[2022-04-19 09:03:51 main:581] : INFO : Epoch 1897 | loss: 0.0310772 | val_loss: 0.0311136 | Time: 2117.02 ms
[2022-04-19 09:03:54 main:581] : INFO : Epoch 1898 | loss: 0.0310782 | val_loss: 0.0311151 | Time: 2152.73 ms
[2022-04-19 09:03:56 main:581] : INFO : Epoch 1899 | loss: 0.0310722 | val_loss: 0.0311074 | Time: 2143.08 ms
[2022-04-19 09:03:58 main:581] : INFO : Epoch 1900 | loss: 0.0310721 | val_loss: 0.031105 | Time: 2179.36 ms
[2022-04-19 09:04:00 main:581] : INFO : Epoch 1901 | loss: 0.0310704 | val_loss: 0.0311054 | Time: 2179.7 ms
[2022-04-19 09:04:02 main:581] : INFO : Epoch 1902 | loss: 0.0310664 | val_loss: 0.0311029 | Time: 2097.87 ms
[2022-04-19 09:04:04 main:581] : INFO : Epoch 1903 | loss: 0.0310666 | val_loss: 0.0311016 | Time: 2111.51 ms
[2022-04-19 09:04:06 main:581] : INFO : Epoch 1904 | loss: 0.0310654 | val_loss: 0.0311071 | Time: 2120.46 ms
[2022-04-19 09:04:09 main:581] : INFO : Epoch 1905 | loss: 0.0310631 | val_loss: 0.0311077 | Time: 2132.95 ms
[2022-04-19 09:04:11 main:581] : INFO : Epoch 1906 | loss: 0.0310631 | val_loss: 0.0311119 | Time: 2122.85 ms
[2022-04-19 09:04:13 main:581] : INFO : Epoch 1907 | loss: 0.031061 | val_loss: 0.0311098 | Time: 2097.73 ms
[2022-04-19 09:04:15 main:581] : INFO : Epoch 1908 | loss: 0.0310781 | val_loss: 0.03111 | Time: 2121.31 ms
[2022-04-19 09:04:17 main:581] : INFO : Epoch 1909 | loss: 0.0310943 | val_loss: 0.0311103 | Time: 2091.86 ms
[2022-04-19 09:04:19 main:581] : INFO : Epoch 1910 | loss: 0.031087 | val_loss: 0.0311088 | Time: 2099.27 ms
[2022-04-19 09:04:21 main:581] : INFO : Epoch 1911 | loss: 0.0310844 | val_loss: 0.0311089 | Time: 2142.5 ms
[2022-04-19 09:04:23 main:581] : INFO : Epoch 1912 | loss: 0.031082 | val_loss: 0.0311064 | Time: 2081 ms
[2022-04-19 09:04:26 main:581] : INFO : Epoch 1913 | loss: 0.0310785 | val_loss: 0.0311024 | Time: 2162.71 ms
[2022-04-19 09:04:28 main:581] : INFO : Epoch 1914 | loss: 0.031078 | val_loss: 0.0311039 | Time: 2160.77 ms
[2022-04-19 09:04:30 main:581] : INFO : Epoch 1915 | loss: 0.0310771 | val_loss: 0.031109 | Time: 2135.92 ms
[2022-04-19 09:04:32 main:581] : INFO : Epoch 1916 | loss: 0.0310792 | val_loss: 0.0311058 | Time: 2137.06 ms
[2022-04-19 09:04:34 main:581] : INFO : Epoch 1917 | loss: 0.031077 | val_loss: 0.0311052 | Time: 2120.46 ms
[2022-04-19 09:04:36 main:581] : INFO : Epoch 1918 | loss: 0.0310736 | val_loss: 0.0311 | Time: 2183.81 ms
[2022-04-19 09:04:38 main:581] : INFO : Epoch 1919 | loss: 0.031074 | val_loss: 0.0311015 | Time: 2185.11 ms
[2022-04-19 09:04:41 main:581] : INFO : Epoch 1920 | loss: 0.0310703 | val_loss: 0.0311002 | Time: 2216.04 ms
[2022-04-19 09:04:43 main:581] : INFO : Epoch 1921 | loss: 0.0310698 | val_loss: 0.0311022 | Time: 2147.97 ms
[2022-04-19 09:04:45 main:581] : INFO : Epoch 1922 | loss: 0.0310674 | val_loss: 0.0311093 | Time: 2076.27 ms
[2022-04-19 09:04:47 main:581] : INFO : Epoch 1923 | loss: 0.0310678 | val_loss: 0.0311071 | Time: 2081.77 ms
[2022-04-19 09:04:49 main:581] : INFO : Epoch 1924 | loss: 0.0310674 | val_loss: 0.0311074 | Time: 2056.94 ms
[2022-04-19 09:04:51 main:581] : INFO : Epoch 1925 | loss: 0.0311068 | val_loss: 0.0311615 | Time: 2049.6 ms
[2022-04-19 09:04:53 main:581] : INFO : Epoch 1926 | loss: 0.0311356 | val_loss: 0.0311462 | Time: 2136.27 ms
[2022-04-19 09:04:55 main:581] : INFO : Epoch 1927 | loss: 0.0311208 | val_loss: 0.0311339 | Time: 2110.41 ms
[2022-04-19 09:04:57 main:581] : INFO : Epoch 1928 | loss: 0.0311159 | val_loss: 0.0311286 | Time: 2088.52 ms
[2022-04-19 09:05:00 main:581] : INFO : Epoch 1929 | loss: 0.0311062 | val_loss: 0.031123 | Time: 2090.76 ms
[2022-04-19 09:05:02 main:581] : INFO : Epoch 1930 | loss: 0.0311005 | val_loss: 0.031123 | Time: 2055.95 ms
[2022-04-19 09:05:04 main:581] : INFO : Epoch 1931 | loss: 0.0310931 | val_loss: 0.0311122 | Time: 2106.64 ms
[2022-04-19 09:05:06 main:581] : INFO : Epoch 1932 | loss: 0.0310908 | val_loss: 0.0311135 | Time: 2095.71 ms
[2022-04-19 09:05:08 main:581] : INFO : Epoch 1933 | loss: 0.0310896 | val_loss: 0.0311077 | Time: 2039.42 ms
[2022-04-19 09:05:10 main:581] : INFO : Epoch 1934 | loss: 0.031082 | val_loss: 0.031112 | Time: 2094.75 ms
[2022-04-19 09:05:12 main:581] : INFO : Epoch 1935 | loss: 0.0310803 | val_loss: 0.0311126 | Time: 2143.45 ms
[2022-04-19 09:05:14 main:581] : INFO : Epoch 1936 | loss: 0.0310791 | val_loss: 0.0311077 | Time: 2096.01 ms
[2022-04-19 09:05:16 main:581] : INFO : Epoch 1937 | loss: 0.0310771 | val_loss: 0.0311056 | Time: 2105.94 ms
[2022-04-19 09:05:18 main:581] : INFO : Epoch 1938 | loss: 0.0310738 | val_loss: 0.0311066 | Time: 2072.95 ms
[2022-04-19 09:05:20 main:581] : INFO : Epoch 1939 | loss: 0.0310719 | val_loss: 0.0310991 | Time: 2129.95 ms
[2022-04-19 09:05:23 main:581] : INFO : Epoch 1940 | loss: 0.0310696 | val_loss: 0.0311068 | Time: 2122.21 ms
[2022-04-19 09:05:25 main:581] : INFO : Epoch 1941 | loss: 0.0310678 | val_loss: 0.0311039 | Time: 2089.37 ms
[2022-04-19 09:05:27 main:581] : INFO : Epoch 1942 | loss: 0.0310694 | val_loss: 0.0311104 | Time: 2089.86 ms
[2022-04-19 09:05:29 main:581] : INFO : Epoch 1943 | loss: 0.0310715 | val_loss: 0.0311068 | Time: 2090.26 ms
[2022-04-19 09:05:31 main:581] : INFO : Epoch 1944 | loss: 0.0310719 | val_loss: 0.0311095 | Time: 2071.75 ms
[2022-04-19 09:05:33 main:581] : INFO : Epoch 1945 | loss: 0.0310711 | val_loss: 0.0311038 | Time: 2111.34 ms
[2022-04-19 09:05:35 main:581] : INFO : Epoch 1946 | loss: 0.0310707 | val_loss: 0.0311046 | Time: 2098.45 ms
[2022-04-19 09:05:37 main:581] : INFO : Epoch 1947 | loss: 0.0310708 | val_loss: 0.0311006 | Time: 2052.21 ms
[2022-04-19 09:05:39 main:581] : INFO : Epoch 1948 | loss: 0.0310716 | val_loss: 0.0311008 | Time: 2069.14 ms
[2022-04-19 09:05:41 main:581] : INFO : Epoch 1949 | loss: 0.0310696 | val_loss: 0.0311057 | Time: 2092.35 ms
[2022-04-19 09:05:43 main:581] : INFO : Epoch 1950 | loss: 0.0310674 | val_loss: 0.0311003 | Time: 2054.34 ms
[2022-04-19 09:05:46 main:581] : INFO : Epoch 1951 | loss: 0.0310685 | val_loss: 0.0311053 | Time: 2138.32 ms
[2022-04-19 09:05:48 main:581] : INFO : Epoch 1952 | loss: 0.0310699 | val_loss: 0.0311085 | Time: 2109.34 ms
[2022-04-19 09:05:50 main:581] : INFO : Epoch 1953 | loss: 0.0310677 | val_loss: 0.0311024 | Time: 2120.27 ms
[2022-04-19 09:05:52 main:581] : INFO : Epoch 1954 | loss: 0.0310673 | val_loss: 0.0311064 | Time: 2058.26 ms
[2022-04-19 09:05:54 main:581] : INFO : Epoch 1955 | loss: 0.031067 | val_loss: 0.031101 | Time: 2095.62 ms
[2022-04-19 09:05:56 main:581] : INFO : Epoch 1956 | loss: 0.0310659 | val_loss: 0.0310944 | Time: 2096.3 ms
[2022-04-19 09:05:58 main:581] : INFO : Epoch 1957 | loss: 0.0310677 | val_loss: 0.0310936 | Time: 2086.78 ms
[2022-04-19 09:06:00 main:581] : INFO : Epoch 1958 | loss: 0.0310701 | val_loss: 0.0310967 | Time: 2118.06 ms
[2022-04-19 09:06:02 main:581] : INFO : Epoch 1959 | loss: 0.0310668 | val_loss: 0.0310941 | Time: 2106.68 ms
[2022-04-19 09:06:04 main:581] : INFO : Epoch 1960 | loss: 0.0310665 | val_loss: 0.0310982 | Time: 2062.19 ms
[2022-04-19 09:06:06 main:581] : INFO : Epoch 1961 | loss: 0.0310695 | val_loss: 0.0310987 | Time: 2074.61 ms
[2022-04-19 09:06:09 main:581] : INFO : Epoch 1962 | loss: 0.0310682 | val_loss: 0.0310912 | Time: 2112.55 ms
[2022-04-19 09:06:11 main:581] : INFO : Epoch 1963 | loss: 0.0310648 | val_loss: 0.0310952 | Time: 2122.64 ms
[2022-04-19 09:06:13 main:581] : INFO : Epoch 1964 | loss: 0.0310625 | val_loss: 0.031095 | Time: 2151.15 ms
[2022-04-19 09:06:15 main:581] : INFO : Epoch 1965 | loss: 0.031063 | val_loss: 0.0311059 | Time: 2065.64 ms
[2022-04-19 09:06:17 main:581] : INFO : Epoch 1966 | loss: 0.0310619 | val_loss: 0.031098 | Time: 2067.02 ms
[2022-04-19 09:06:19 main:581] : INFO : Epoch 1967 | loss: 0.0310614 | val_loss: 0.0311 | Time: 2084.39 ms
[2022-04-19 09:06:21 main:581] : INFO : Epoch 1968 | loss: 0.0310607 | val_loss: 0.0311009 | Time: 2087.01 ms
[2022-04-19 09:06:23 main:581] : INFO : Epoch 1969 | loss: 0.0310598 | val_loss: 0.0310985 | Time: 2090.52 ms
[2022-04-19 09:06:25 main:581] : INFO : Epoch 1970 | loss: 0.0310589 | val_loss: 0.0310974 | Time: 2100.42 ms
[2022-04-19 09:06:27 main:581] : INFO : Epoch 1971 | loss: 0.0310588 | val_loss: 0.0311012 | Time: 2049.13 ms
[2022-04-19 09:06:30 main:581] : INFO : Epoch 1972 | loss: 0.0310584 | val_loss: 0.0310976 | Time: 2093.66 ms
[2022-04-19 09:06:32 main:581] : INFO : Epoch 1973 | loss: 0.0310598 | val_loss: 0.0310973 | Time: 2113.6 ms
[2022-04-19 09:06:34 main:581] : INFO : Epoch 1974 | loss: 0.0310633 | val_loss: 0.0310957 | Time: 2090.61 ms
[2022-04-19 09:06:36 main:581] : INFO : Epoch 1975 | loss: 0.0310612 | val_loss: 0.0311003 | Time: 2088.79 ms
[2022-04-19 09:06:38 main:581] : INFO : Epoch 1976 | loss: 0.0310574 | val_loss: 0.031096 | Time: 2119.25 ms
[2022-04-19 09:06:40 main:581] : INFO : Epoch 1977 | loss: 0.0310565 | val_loss: 0.0310956 | Time: 2155.4 ms
[2022-04-19 09:06:42 main:581] : INFO : Epoch 1978 | loss: 0.0310555 | val_loss: 0.0311005 | Time: 2119.02 ms
[2022-04-19 09:06:44 main:581] : INFO : Epoch 1979 | loss: 0.0310564 | val_loss: 0.0310994 | Time: 2088.65 ms
[2022-04-19 09:06:46 main:581] : INFO : Epoch 1980 | loss: 0.0310613 | val_loss: 0.0311014 | Time: 2113.42 ms
[2022-04-19 09:06:48 main:581] : INFO : Epoch 1981 | loss: 0.0310633 | val_loss: 0.0310987 | Time: 2082.76 ms
[2022-04-19 09:06:51 main:581] : INFO : Epoch 1982 | loss: 0.0310566 | val_loss: 0.0310972 | Time: 2101.75 ms
[2022-04-19 09:06:53 main:581] : INFO : Epoch 1983 | loss: 0.0310535 | val_loss: 0.0310982 | Time: 2072.97 ms
[2022-04-19 09:06:55 main:581] : INFO : Epoch 1984 | loss: 0.0310569 | val_loss: 0.0310955 | Time: 2083.82 ms
[2022-04-19 09:06:57 main:581] : INFO : Epoch 1985 | loss: 0.0310568 | val_loss: 0.0310958 | Time: 2047.13 ms
[2022-04-19 09:06:59 main:581] : INFO : Epoch 1986 | loss: 0.0310546 | val_loss: 0.0310932 | Time: 2009.05 ms
[2022-04-19 09:07:01 main:581] : INFO : Epoch 1987 | loss: 0.031053 | val_loss: 0.0310929 | Time: 2110.83 ms
[2022-04-19 09:07:03 main:581] : INFO : Epoch 1988 | loss: 0.031052 | val_loss: 0.0310976 | Time: 2064.98 ms
[2022-04-19 09:07:05 main:581] : INFO : Epoch 1989 | loss: 0.0310584 | val_loss: 0.0311038 | Time: 2058.03 ms
[2022-04-19 09:07:07 main:581] : INFO : Epoch 1990 | loss: 0.0310563 | val_loss: 0.0310996 | Time: 2035.33 ms
[2022-04-19 09:07:09 main:581] : INFO : Epoch 1991 | loss: 0.031053 | val_loss: 0.0311076 | Time: 2040.84 ms
[2022-04-19 09:07:11 main:581] : INFO : Epoch 1992 | loss: 0.0310545 | val_loss: 0.0311104 | Time: 2092.39 ms
[2022-04-19 09:07:13 main:581] : INFO : Epoch 1993 | loss: 0.0310519 | val_loss: 0.0311055 | Time: 2039.27 ms
[2022-04-19 09:07:15 main:581] : INFO : Epoch 1994 | loss: 0.0310535 | val_loss: 0.031097 | Time: 2068.02 ms
[2022-04-19 09:07:17 main:581] : INFO : Epoch 1995 | loss: 0.0310525 | val_loss: 0.0310978 | Time: 2072.07 ms
[2022-04-19 09:07:19 main:581] : INFO : Epoch 1996 | loss: 0.0310543 | val_loss: 0.0311051 | Time: 2081.73 ms
[2022-04-19 09:07:21 main:581] : INFO : Epoch 1997 | loss: 0.0310563 | val_loss: 0.031102 | Time: 2020.91 ms
[2022-04-19 09:07:24 main:581] : INFO : Epoch 1998 | loss: 0.0310541 | val_loss: 0.0311016 | Time: 2073.81 ms
[2022-04-19 09:07:26 main:581] : INFO : Epoch 1999 | loss: 0.0310613 | val_loss: 0.0310965 | Time: 2036.05 ms
[2022-04-19 09:07:28 main:581] : INFO : Epoch 2000 | loss: 0.0310628 | val_loss: 0.0311009 | Time: 2065.21 ms
[2022-04-19 09:07:30 main:581] : INFO : Epoch 2001 | loss: 0.0310672 | val_loss: 0.0310927 | Time: 2089.6 ms
[2022-04-19 09:07:32 main:581] : INFO : Epoch 2002 | loss: 0.0310645 | val_loss: 0.0310958 | Time: 2109.21 ms
[2022-04-19 09:07:34 main:581] : INFO : Epoch 2003 | loss: 0.031065 | val_loss: 0.0310961 | Time: 2048.12 ms
[2022-04-19 09:07:36 main:581] : INFO : Epoch 2004 | loss: 0.0310623 | val_loss: 0.0311015 | Time: 2060.88 ms
[2022-04-19 09:07:38 main:581] : INFO : Epoch 2005 | loss: 0.0310572 | val_loss: 0.0311012 | Time: 2129.94 ms
[2022-04-19 09:07:40 main:581] : INFO : Epoch 2006 | loss: 0.0310574 | val_loss: 0.0310959 | Time: 2054.34 ms
[2022-04-19 09:07:42 main:581] : INFO : Epoch 2007 | loss: 0.0310553 | val_loss: 0.0310951 | Time: 2068.43 ms
[2022-04-19 09:07:44 main:581] : INFO : Epoch 2008 | loss: 0.0310568 | val_loss: 0.0311042 | Time: 2099.21 ms
[2022-04-19 09:07:46 main:581] : INFO : Epoch 2009 | loss: 0.0310577 | val_loss: 0.0311068 | Time: 2067.23 ms
[2022-04-19 09:07:48 main:581] : INFO : Epoch 2010 | loss: 0.0310574 | val_loss: 0.0310993 | Time: 2072.5 ms
[2022-04-19 09:07:51 main:581] : INFO : Epoch 2011 | loss: 0.0310599 | val_loss: 0.0310995 | Time: 2097.98 ms
[2022-04-19 09:07:53 main:581] : INFO : Epoch 2012 | loss: 0.0310572 | val_loss: 0.0310997 | Time: 2136.79 ms
[2022-04-19 09:07:55 main:581] : INFO : Epoch 2013 | loss: 0.0310591 | val_loss: 0.0311018 | Time: 2088.26 ms
[2022-04-19 09:07:57 main:581] : INFO : Epoch 2014 | loss: 0.0310621 | val_loss: 0.0311007 | Time: 2075.8 ms
[2022-04-19 09:07:59 main:581] : INFO : Epoch 2015 | loss: 0.0310587 | val_loss: 0.031095 | Time: 2083.68 ms
[2022-04-19 09:08:01 main:581] : INFO : Epoch 2016 | loss: 0.0310567 | val_loss: 0.0310918 | Time: 2115.89 ms
[2022-04-19 09:08:03 main:581] : INFO : Epoch 2017 | loss: 0.0310561 | val_loss: 0.0311008 | Time: 2088.44 ms
[2022-04-19 09:08:05 main:581] : INFO : Epoch 2018 | loss: 0.0310595 | val_loss: 0.0310988 | Time: 2071.1 ms
[2022-04-19 09:08:07 main:581] : INFO : Epoch 2019 | loss: 0.0310595 | val_loss: 0.0310981 | Time: 2139.72 ms
[2022-04-19 09:08:09 main:581] : INFO : Epoch 2020 | loss: 0.031058 | val_loss: 0.031099 | Time: 2121.37 ms
[2022-04-19 09:08:12 main:581] : INFO : Epoch 2021 | loss: 0.0310653 | val_loss: 0.0310981 | Time: 2098.04 ms
[2022-04-19 09:08:14 main:581] : INFO : Epoch 2022 | loss: 0.0310618 | val_loss: 0.0311029 | Time: 2121.36 ms
[2022-04-19 09:08:16 main:581] : INFO : Epoch 2023 | loss: 0.0310587 | val_loss: 0.0311061 | Time: 2100.91 ms
[2022-04-19 09:08:18 main:581] : INFO : Epoch 2024 | loss: 0.031055 | val_loss: 0.0310973 | Time: 2053.41 ms
[2022-04-19 09:08:20 main:581] : INFO : Epoch 2025 | loss: 0.0310551 | val_loss: 0.0310999 | Time: 2073.2 ms
[2022-04-19 09:08:22 main:581] : INFO : Epoch 2026 | loss: 0.0310559 | val_loss: 0.0311005 | Time: 2116.38 ms
[2022-04-19 09:08:24 main:581] : INFO : Epoch 2027 | loss: 0.0310537 | val_loss: 0.0311073 | Time: 2059.25 ms
[2022-04-19 09:08:26 main:581] : INFO : Epoch 2028 | loss: 0.0310523 | val_loss: 0.031097 | Time: 2038.64 ms
[2022-04-19 09:08:28 main:581] : INFO : Epoch 2029 | loss: 0.0310534 | val_loss: 0.0311015 | Time: 2070.1 ms
[2022-04-19 09:08:30 main:581] : INFO : Epoch 2030 | loss: 0.031053 | val_loss: 0.0311013 | Time: 2029.33 ms
[2022-04-19 09:08:32 main:581] : INFO : Epoch 2031 | loss: 0.0310509 | val_loss: 0.0310958 | Time: 2013.84 ms
[2022-04-19 09:08:34 main:581] : INFO : Epoch 2032 | loss: 0.0310508 | val_loss: 0.0310994 | Time: 1998.95 ms
[2022-04-19 09:08:36 main:581] : INFO : Epoch 2033 | loss: 0.0310514 | val_loss: 0.0311023 | Time: 2064.58 ms
[2022-04-19 09:08:38 main:581] : INFO : Epoch 2034 | loss: 0.0310516 | val_loss: 0.0311017 | Time: 2026.46 ms
[2022-04-19 09:08:40 main:581] : INFO : Epoch 2035 | loss: 0.0310534 | val_loss: 0.031097 | Time: 2020.8 ms
[2022-04-19 09:08:42 main:581] : INFO : Epoch 2036 | loss: 0.0310575 | val_loss: 0.0310972 | Time: 2042.75 ms
[2022-04-19 09:08:44 main:581] : INFO : Epoch 2037 | loss: 0.0310572 | val_loss: 0.0310953 | Time: 2032.98 ms
[2022-04-19 09:08:46 main:581] : INFO : Epoch 2038 | loss: 0.0310603 | val_loss: 0.0310947 | Time: 2015.15 ms
[2022-04-19 09:08:49 main:581] : INFO : Epoch 2039 | loss: 0.0310565 | val_loss: 0.0310972 | Time: 2043.25 ms
[2022-04-19 09:08:51 main:581] : INFO : Epoch 2040 | loss: 0.0310572 | val_loss: 0.0310971 | Time: 2047.5 ms
[2022-04-19 09:08:53 main:581] : INFO : Epoch 2041 | loss: 0.0310561 | val_loss: 0.0310968 | Time: 2104.5 ms
[2022-04-19 09:08:55 main:581] : INFO : Epoch 2042 | loss: 0.0310545 | val_loss: 0.0310996 | Time: 2099.8 ms
[2022-04-19 09:08:57 main:581] : INFO : Epoch 2043 | loss: 0.0310623 | val_loss: 0.0311025 | Time: 2109.54 ms
[2022-04-19 09:08:59 main:581] : INFO : Epoch 2044 | loss: 0.031062 | val_loss: 0.0311016 | Time: 2079.32 ms
[2022-04-19 09:09:01 main:581] : INFO : Epoch 2045 | loss: 0.031058 | val_loss: 0.0310992 | Time: 2134.68 ms
[2022-04-19 09:09:03 main:581] : INFO : Epoch 2046 | loss: 0.0310597 | val_loss: 0.0311096 | Time: 2091.1 ms
[2022-04-19 09:09:05 main:581] : INFO : Epoch 2047 | loss: 0.0310571 | val_loss: 0.0311079 | Time: 2086.19 ms
[2022-04-19 09:09:07 main:581] : INFO : Epoch 2048 | loss: 0.0310592 | val_loss: 0.0311072 | Time: 2138.55 ms
[2022-04-19 09:09:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311072
[2022-04-19 09:09:07 main:610] : INFO : Saving end state to config to file
[2022-04-19 09:09:07 main:615] : INFO : Success, exiting..
09:09:07 (318610): 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)