Task 10780785
| Name | ParityModified-1639948543-29811-2-0_0 |
| Workunit | 8094298 |
| Created | 15 Jan 2022, 2:27:19 UTC |
| Sent | 29 Jan 2022, 22:51:23 UTC |
| Report deadline | 6 Feb 2022, 22:51:23 UTC |
| Received | 6 Feb 2022, 2:22:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 1 days 1 hours 26 min 24 sec |
| CPU time | 16 hours 21 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 022-02-05 15:00:54 main:574] : INFO : Epoch 1542 | loss: 0.0311039 | val_loss: 0.0311326 | Time: 44468.3 ms [2022-02-05 15:01:43 main:574] : INFO : Epoch 1543 | loss: 0.031135 | val_loss: 0.031146 | Time: 48855.3 ms [2022-02-05 15:02:27 main:574] : INFO : Epoch 1544 | loss: 0.0311342 | val_loss: 0.0311446 | Time: 44497.7 ms [2022-02-05 15:03:17 main:574] : INFO : Epoch 1545 | loss: 0.0311302 | val_loss: 0.0311381 | Time: 49664.2 ms [2022-02-05 15:04:02 main:574] : INFO : Epoch 1546 | loss: 0.0311266 | val_loss: 0.0311366 | Time: 44425 ms [2022-02-05 15:04:46 main:574] : INFO : Epoch 1547 | loss: 0.031124 | val_loss: 0.0311353 | Time: 44295.4 ms [2022-02-05 15:05:34 main:574] : INFO : Epoch 1548 | loss: 0.03112 | val_loss: 0.0311395 | Time: 47933.1 ms [2022-02-05 15:06:18 main:574] : INFO : Epoch 1549 | loss: 0.0311194 | val_loss: 0.0311329 | Time: 44267.6 ms [2022-02-05 15:07:10 main:574] : INFO : Epoch 1550 | loss: 0.0311188 | val_loss: 0.0311342 | Time: 51851.4 ms [2022-02-05 15:08:04 main:574] : INFO : Epoch 1551 | loss: 0.0311154 | val_loss: 0.0311293 | Time: 53711 ms [2022-02-05 15:08:49 main:574] : INFO : Epoch 1552 | loss: 0.0311124 | val_loss: 0.0311299 | Time: 44466.5 ms [2022-02-05 15:09:33 main:574] : INFO : Epoch 1553 | loss: 0.0311105 | val_loss: 0.0311355 | Time: 44411.3 ms [2022-02-05 15:10:22 main:574] : INFO : Epoch 1554 | loss: 0.0311094 | val_loss: 0.0311288 | Time: 48430.2 ms [2022-02-05 15:11:06 main:574] : INFO : Epoch 1555 | loss: 0.0311069 | val_loss: 0.0311275 | Time: 44543.6 ms [2022-02-05 15:11:51 main:574] : INFO : Epoch 1556 | loss: 0.0311081 | val_loss: 0.0311273 | Time: 44410.4 ms [2022-02-05 15:12:35 main:574] : INFO : Epoch 1557 | loss: 0.0311078 | val_loss: 0.0311329 | Time: 44264.5 ms [2022-02-05 15:13:23 main:574] : INFO : Epoch 1558 | loss: 0.031104 | val_loss: 0.0311251 | Time: 48057.9 ms [2022-02-05 15:14:08 main:574] : INFO : Epoch 1559 | loss: 0.0311026 | val_loss: 0.031129 | Time: 44237.9 ms [2022-02-05 15:14:57 main:574] : INFO : Epoch 1560 | loss: 0.0311007 | val_loss: 0.0311288 | Time: 49682.1 ms [2022-02-05 15:15:42 main:574] : INFO : Epoch 1561 | loss: 0.0311005 | val_loss: 0.0311292 | Time: 44486.6 ms [2022-02-05 15:16:27 main:574] : INFO : Epoch 1562 | loss: 0.0311004 | val_loss: 0.0311276 | Time: 44488.5 ms [2022-02-05 15:17:15 main:574] : INFO : Epoch 1563 | loss: 0.0311024 | val_loss: 0.0311285 | Time: 47889.9 ms [2022-02-05 15:17:59 main:574] : INFO : Epoch 1564 | loss: 0.0311018 | val_loss: 0.0311293 | Time: 44142.4 ms [2022-02-05 15:18:48 main:574] : INFO : Epoch 1565 | loss: 0.0310991 | val_loss: 0.0311284 | Time: 49096.4 ms [2022-02-05 15:19:33 main:574] : INFO : Epoch 1566 | loss: 0.0310971 | val_loss: 0.031125 | Time: 44361.1 ms [2022-02-05 15:20:17 main:574] : INFO : Epoch 1567 | loss: 0.0310985 | val_loss: 0.0311238 | Time: 44121.7 ms [2022-02-05 15:21:09 main:574] : INFO : Epoch 1568 | loss: 0.0310968 | val_loss: 0.0311226 | Time: 52340.7 ms [2022-02-05 15:21:54 main:574] : INFO : Epoch 1569 | loss: 0.0310973 | val_loss: 0.0311263 | Time: 44425.5 ms [2022-02-05 15:22:38 main:574] : INFO : Epoch 1570 | loss: 0.0310959 | val_loss: 0.0311246 | Time: 44230.6 ms [2022-02-05 15:23:27 main:574] : INFO : Epoch 1571 | loss: 0.0310941 | val_loss: 0.031125 | Time: 48483.3 ms [2022-02-05 15:24:11 main:574] : INFO : Epoch 1572 | loss: 0.0310932 | val_loss: 0.0311232 | Time: 44137.2 ms [2022-02-05 15:24:56 main:574] : INFO : Epoch 1573 | loss: 0.0310951 | val_loss: 0.0311233 | Time: 44599.4 ms [2022-02-05 15:25:46 main:574] : INFO : Epoch 1574 | loss: 0.0310952 | val_loss: 0.0311266 | Time: 49634.9 ms [2022-02-05 15:26:30 main:574] : INFO : Epoch 1575 | loss: 0.0310927 | val_loss: 0.0311236 | Time: 44152.2 ms [2022-02-05 15:27:14 main:574] : INFO : Epoch 1576 | loss: 0.0310953 | val_loss: 0.0311286 | Time: 44358.3 ms [2022-02-05 15:28:03 main:574] : INFO : Epoch 1577 | loss: 0.0310952 | val_loss: 0.0311222 | Time: 48871.7 ms [2022-02-05 15:28:48 main:574] : INFO : Epoch 1578 | loss: 0.0310929 | val_loss: 0.0311216 | Time: 44299.9 ms [2022-02-05 15:29:32 main:574] : INFO : Epoch 1579 | loss: 0.0310917 | val_loss: 0.0311173 | Time: 44238.9 ms [2022-02-05 15:30:21 main:574] : INFO : Epoch 1580 | loss: 0.0310911 | val_loss: 0.0311239 | Time: 48498.2 ms [2022-02-05 15:31:05 main:574] : INFO : Epoch 1581 | loss: 0.0310937 | val_loss: 0.0311262 | Time: 44432.4 ms [2022-02-05 15:31:54 main:574] : INFO : Epoch 1582 | loss: 0.0310896 | val_loss: 0.0311187 | Time: 48990.6 ms [2022-02-05 15:32:38 main:574] : INFO : Epoch 1583 | loss: 0.0310874 | val_loss: 0.0311175 | Time: 44187.8 ms [2022-02-05 15:33:23 main:574] : INFO : Epoch 1584 | loss: 0.0310888 | val_loss: 0.0311224 | Time: 44373.3 ms [2022-02-05 15:34:11 main:574] : INFO : Epoch 1585 | loss: 0.0310913 | val_loss: 0.031125 | Time: 47653.7 ms [2022-02-05 15:34:55 main:574] : INFO : Epoch 1586 | loss: 0.0310937 | val_loss: 0.0311274 | Time: 44469 ms [2022-02-05 15:35:44 main:574] : INFO : Epoch 1587 | loss: 0.0310926 | val_loss: 0.0311248 | Time: 49152.1 ms [2022-02-05 15:36:29 main:574] : INFO : Epoch 1588 | loss: 0.0310966 | val_loss: 0.0311251 | Time: 44371.8 ms [2022-02-05 15:37:14 main:574] : INFO : Epoch 1589 | loss: 0.0310937 | val_loss: 0.0311217 | Time: 44466.1 ms [2022-02-05 15:37:58 main:574] : INFO : Epoch 1590 | loss: 0.0310917 | val_loss: 0.0311215 | Time: 44493.2 ms [2022-02-05 15:38:46 main:574] : INFO : Epoch 1591 | loss: 0.0310936 | val_loss: 0.0311215 | Time: 47839.8 ms [2022-02-05 15:39:31 main:574] : INFO : Epoch 1592 | loss: 0.0310893 | val_loss: 0.0311244 | Time: 44313.5 ms [2022-02-05 15:40:15 main:574] : INFO : Epoch 1593 | loss: 0.0310905 | val_loss: 0.0311192 | Time: 44350.8 ms [2022-02-05 15:41:04 main:574] : INFO : Epoch 1594 | loss: 0.0310892 | val_loss: 0.0311315 | Time: 48721.3 ms [2022-02-05 15:41:48 main:574] : INFO : Epoch 1595 | loss: 0.0310894 | val_loss: 0.031132 | Time: 44389.1 ms [2022-02-05 15:42:33 main:574] : INFO : Epoch 1596 | loss: 0.0310941 | val_loss: 0.0311209 | Time: 44559.6 ms [2022-02-05 15:43:21 main:574] : INFO : Epoch 1597 | loss: 0.0310936 | val_loss: 0.0311255 | Time: 47972.9 ms [2022-02-05 15:44:05 main:574] : INFO : Epoch 1598 | loss: 0.0310923 | val_loss: 0.0311215 | Time: 44057.2 ms [2022-02-05 15:44:49 main:574] : INFO : Epoch 1599 | loss: 0.0310907 | val_loss: 0.0311221 | Time: 44195.7 ms [2022-02-05 15:45:38 main:574] : INFO : Epoch 1600 | loss: 0.0310908 | val_loss: 0.0311235 | Time: 48754 ms [2022-02-05 15:46:23 main:574] : INFO : Epoch 1601 | loss: 0.0310949 | val_loss: 0.0311203 | Time: 44304.7 ms [2022-02-05 15:47:11 main:574] : INFO : Epoch 1602 | loss: 0.0310916 | val_loss: 0.0311223 | Time: 48034.3 ms [2022-02-05 15:47:55 main:574] : INFO : Epoch 1603 | loss: 0.03109 | val_loss: 0.031119 | Time: 44172.4 ms [2022-02-05 15:48:40 main:574] : INFO : Epoch 1604 | loss: 0.0310902 | val_loss: 0.0311157 | Time: 44369.9 ms [2022-02-05 15:49:30 main:574] : INFO : Epoch 1605 | loss: 0.0310908 | val_loss: 0.031119 | Time: 44544 ms [2022-02-05 15:50:14 main:574] : INFO : Epoch 1606 | loss: 0.0310959 | val_loss: 0.0311326 | Time: 44079.6 ms [2022-02-05 15:50:58 main:574] : INFO : Epoch 1607 | loss: 0.0310923 | val_loss: 0.0311222 | Time: 44206.8 ms [2022-02-05 15:51:47 main:574] : INFO : Epoch 1608 | loss: 0.0310897 | val_loss: 0.0311282 | Time: 48943.5 ms [2022-02-05 15:52:32 main:574] : INFO : Epoch 1609 | loss: 0.0310879 | val_loss: 0.0311223 | Time: 44248.1 ms [2022-02-05 15:53:16 main:574] : INFO : Epoch 1610 | loss: 0.0310849 | val_loss: 0.031117 | Time: 44264.4 ms [2022-02-05 15:54:04 main:574] : INFO : Epoch 1611 | loss: 0.0310862 | val_loss: 0.0311169 | Time: 47519.7 ms [2022-02-05 15:54:48 main:574] : INFO : Epoch 1612 | loss: 0.0310855 | val_loss: 0.0311186 | Time: 44292.8 ms [2022-02-05 15:55:32 main:574] : INFO : Epoch 1613 | loss: 0.0310879 | val_loss: 0.0311269 | Time: 44376.3 ms [2022-02-05 15:56:17 main:574] : INFO : Epoch 1614 | loss: 0.031083 | val_loss: 0.0311156 | Time: 44548.6 ms [2022-02-05 15:57:06 main:574] : INFO : Epoch 1615 | loss: 0.0310818 | val_loss: 0.03112 | Time: 48443.2 ms [2022-02-05 15:57:50 main:574] : INFO : Epoch 1616 | loss: 0.0310821 | val_loss: 0.0311174 | Time: 44236 ms [2022-02-05 15:58:34 main:574] : INFO : Epoch 1617 | loss: 0.0310814 | val_loss: 0.0311137 | Time: 44433.1 ms [2022-02-05 15:59:23 main:574] : INFO : Epoch 1618 | loss: 0.0310805 | val_loss: 0.0311186 | Time: 48723.8 ms [2022-02-05 16:00:08 main:574] : INFO : Epoch 1619 | loss: 0.0310804 | val_loss: 0.0311169 | Time: 44149.4 ms [2022-02-05 16:00:57 main:574] : INFO : Epoch 1620 | loss: 0.0310819 | val_loss: 0.0311133 | Time: 49098.5 ms [2022-02-05 16:01:42 main:574] : INFO : Epoch 1621 | loss: 0.031088 | val_loss: 0.0311177 | Time: 44799.6 ms [2022-02-05 16:02:31 main:574] : INFO : Epoch 1622 | loss: 0.0310879 | val_loss: 0.0311499 | Time: 48794.5 ms [2022-02-05 16:03:17 main:574] : INFO : Epoch 1623 | loss: 0.0310913 | val_loss: 0.0311252 | Time: 46450.7 ms [2022-02-05 16:04:02 main:574] : INFO : Epoch 1624 | loss: 0.0310834 | val_loss: 0.0311192 | Time: 44283.1 ms [2022-02-05 16:04:50 main:574] : INFO : Epoch 1625 | loss: 0.0310792 | val_loss: 0.031118 | Time: 48131 ms [2022-02-05 16:05:34 main:574] : INFO : Epoch 1626 | loss: 0.0310787 | val_loss: 0.0311218 | Time: 44235.9 ms [2022-02-05 16:06:23 main:574] : INFO : Epoch 1627 | loss: 0.0310811 | val_loss: 0.0311214 | Time: 48480.2 ms [2022-02-05 16:07:14 main:574] : INFO : Epoch 1628 | loss: 0.0310767 | val_loss: 0.0311188 | Time: 51066.7 ms [2022-02-05 16:08:07 main:574] : INFO : Epoch 1629 | loss: 0.031078 | val_loss: 0.0311183 | Time: 53183.8 ms [2022-02-05 16:08:52 main:574] : INFO : Epoch 1630 | loss: 0.0310797 | val_loss: 0.0311162 | Time: 44250.5 ms [2022-02-05 16:09:36 main:574] : INFO : Epoch 1631 | loss: 0.0310837 | val_loss: 0.0311217 | Time: 44368.5 ms [2022-02-05 16:10:25 main:574] : INFO : Epoch 1632 | loss: 0.0310868 | val_loss: 0.0311268 | Time: 48837.7 ms [2022-02-05 16:11:10 main:574] : INFO : Epoch 1633 | loss: 0.0310876 | val_loss: 0.0311203 | Time: 44448.4 ms [2022-02-05 16:11:59 main:574] : INFO : Epoch 1634 | loss: 0.0310816 | val_loss: 0.031114 | Time: 49122.4 ms [2022-02-05 16:12:43 main:574] : INFO : Epoch 1635 | loss: 0.0310826 | val_loss: 0.0311198 | Time: 44436.5 ms [2022-02-05 16:13:28 main:574] : INFO : Epoch 1636 | loss: 0.0310826 | val_loss: 0.0311123 | Time: 44285.3 ms [2022-02-05 16:14:12 main:574] : INFO : Epoch 1637 | loss: 0.031081 | val_loss: 0.0311184 | Time: 44250.1 ms [2022-02-05 16:15:01 main:574] : INFO : Epoch 1638 | loss: 0.0310829 | val_loss: 0.0311233 | Time: 49111.6 ms [2022-02-05 16:15:46 main:574] : INFO : Epoch 1639 | loss: 0.0310832 | val_loss: 0.0311172 | Time: 44195.9 ms [2022-02-05 16:16:34 main:574] : INFO : Epoch 1640 | loss: 0.0310863 | val_loss: 0.0311244 | Time: 48022.2 ms [2022-02-05 16:17:18 main:574] : INFO : Epoch 1641 | loss: 0.0310942 | val_loss: 0.0311177 | Time: 44391.7 ms [2022-02-05 16:18:03 main:574] : INFO : Epoch 1642 | loss: 0.0310865 | val_loss: 0.0311184 | Time: 44357.1 ms [2022-02-05 16:18:51 main:574] : INFO : Epoch 1643 | loss: 0.0310876 | val_loss: 0.0311197 | Time: 47954.5 ms [2022-02-05 16:19:36 main:574] : INFO : Epoch 1644 | loss: 0.0310891 | val_loss: 0.0311217 | Time: 44720.5 ms [2022-02-05 16:20:20 main:574] : INFO : Epoch 1645 | loss: 0.031086 | val_loss: 0.0311156 | Time: 44226.8 ms [2022-02-05 16:21:14 main:574] : INFO : Epoch 1646 | loss: 0.0310822 | val_loss: 0.0311251 | Time: 54115.4 ms [2022-02-05 16:21:59 main:574] : INFO : Epoch 1647 | loss: 0.0310819 | val_loss: 0.031117 | Time: 44348.1 ms [2022-02-05 16:22:43 main:574] : INFO : Epoch 1648 | loss: 0.0310798 | val_loss: 0.031115 | Time: 44412.1 ms [2022-02-05 16:23:37 main:574] : INFO : Epoch 1649 | loss: 0.0310794 | val_loss: 0.031121 | Time: 53204.4 ms [2022-02-05 16:24:21 main:574] : INFO : Epoch 1650 | loss: 0.0310785 | val_loss: 0.0311185 | Time: 44660.3 ms [2022-02-05 16:25:06 main:574] : INFO : Epoch 1651 | loss: 0.0310855 | val_loss: 0.0311206 | Time: 44531.4 ms [2022-02-05 16:25:55 main:574] : INFO : Epoch 1652 | loss: 0.0310814 | val_loss: 0.0311144 | Time: 48376.2 ms [2022-02-05 16:26:39 main:574] : INFO : Epoch 1653 | loss: 0.0310786 | val_loss: 0.0311156 | Time: 44172.4 ms [2022-02-05 16:27:43 main:574] : INFO : Epoch 1654 | loss: 0.0310776 | val_loss: 0.0311198 | Time: 64487.8 ms [2022-02-05 16:28:36 main:574] : INFO : Epoch 1655 | loss: 0.0310823 | val_loss: 0.03112 | Time: 52528.2 ms [2022-02-05 16:29:25 main:574] : INFO : Epoch 1656 | loss: 0.0310912 | val_loss: 0.0311228 | Time: 48982.6 ms [2022-02-05 16:30:18 main:574] : INFO : Epoch 1657 | loss: 0.0310829 | val_loss: 0.0311137 | Time: 53042.1 ms [2022-02-05 16:31:08 main:574] : INFO : Epoch 1658 | loss: 0.0310835 | val_loss: 0.0311173 | Time: 49213.4 ms [2022-02-05 16:31:52 main:574] : INFO : Epoch 1659 | loss: 0.0310778 | val_loss: 0.0311176 | Time: 44636.8 ms [2022-02-05 16:32:37 main:574] : INFO : Epoch 1660 | loss: 0.0310758 | val_loss: 0.0311135 | Time: 44365.5 ms [2022-02-05 16:33:25 main:574] : INFO : Epoch 1661 | loss: 0.0310748 | val_loss: 0.0311159 | Time: 47825.8 ms [2022-02-05 16:34:10 main:574] : INFO : Epoch 1662 | loss: 0.031076 | val_loss: 0.0311148 | Time: 44895.9 ms [2022-02-05 16:34:59 main:574] : INFO : Epoch 1663 | loss: 0.0310752 | val_loss: 0.0311184 | Time: 49378.8 ms [2022-02-05 16:35:44 main:574] : INFO : Epoch 1664 | loss: 0.0310729 | val_loss: 0.0311135 | Time: 44450.5 ms [2022-02-05 16:36:28 main:574] : INFO : Epoch 1665 | loss: 0.0310765 | val_loss: 0.031112 | Time: 44237.4 ms [2022-02-05 16:37:17 main:574] : INFO : Epoch 1666 | loss: 0.0310782 | val_loss: 0.0311143 | Time: 48674.2 ms [2022-02-05 16:38:02 main:574] : INFO : Epoch 1667 | loss: 0.0310817 | val_loss: 0.0311217 | Time: 44584.9 ms [2022-02-05 16:38:47 main:574] : INFO : Epoch 1668 | loss: 0.0310832 | val_loss: 0.0311135 | Time: 44735.9 ms [2022-02-05 16:39:36 main:574] : INFO : Epoch 1669 | loss: 0.0310815 | val_loss: 0.0311147 | Time: 49268.5 ms [2022-02-05 16:40:21 main:574] : INFO : Epoch 1670 | loss: 0.0310821 | val_loss: 0.0311098 | Time: 44526.2 ms [2022-02-05 16:41:05 main:574] : INFO : Epoch 1671 | loss: 0.0310816 | val_loss: 0.0311095 | Time: 44475.5 ms [2022-02-05 16:41:50 main:574] : INFO : Epoch 1672 | loss: 0.0310774 | val_loss: 0.0311159 | Time: 44486.1 ms [2022-02-05 16:42:38 main:574] : INFO : Epoch 1673 | loss: 0.0310763 | val_loss: 0.0311154 | Time: 47664.8 ms [2022-02-05 16:43:23 main:574] : INFO : Epoch 1674 | loss: 0.0310814 | val_loss: 0.031119 | Time: 45325.9 ms [2022-02-05 16:44:08 main:574] : INFO : Epoch 1675 | loss: 0.0310803 | val_loss: 0.0311196 | Time: 44441.6 ms [2022-02-05 16:44:57 main:574] : INFO : Epoch 1676 | loss: 0.0310821 | val_loss: 0.0311146 | Time: 49599.9 ms [2022-02-05 16:45:42 main:574] : INFO : Epoch 1677 | loss: 0.0310783 | val_loss: 0.0311191 | Time: 44557.1 ms [2022-02-05 16:46:27 main:574] : INFO : Epoch 1678 | loss: 0.0310765 | val_loss: 0.0311204 | Time: 44827.7 ms [2022-02-05 16:47:16 main:574] : INFO : Epoch 1679 | loss: 0.0310741 | val_loss: 0.0311202 | Time: 48960.7 ms [2022-02-05 16:48:01 main:574] : INFO : Epoch 1680 | loss: 0.0310767 | val_loss: 0.0311152 | Time: 44477.5 ms [2022-02-05 16:48:48 main:574] : INFO : Epoch 1681 | loss: 0.0310764 | val_loss: 0.0311222 | Time: 47424.1 ms [2022-02-05 16:49:33 main:574] : INFO : Epoch 1682 | loss: 0.0310748 | val_loss: 0.0311131 | Time: 44231.7 ms [2022-02-05 16:50:22 main:574] : INFO : Epoch 1683 | loss: 0.0310744 | val_loss: 0.0311173 | Time: 48977.8 ms [2022-02-05 16:51:07 main:574] : INFO : Epoch 1684 | loss: 0.0310763 | val_loss: 0.031111 | Time: 45197.8 ms [2022-02-05 16:51:51 main:574] : INFO : Epoch 1685 | loss: 0.0310825 | val_loss: 0.0311142 | Time: 44361 ms [2022-02-05 16:52:36 main:574] : INFO : Epoch 1686 | loss: 0.0310871 | val_loss: 0.0311167 | Time: 44420.3 ms [2022-02-05 16:53:24 main:574] : INFO : Epoch 1687 | loss: 0.0310843 | val_loss: 0.0311152 | Time: 48206.3 ms [2022-02-05 16:54:09 main:574] : INFO : Epoch 1688 | loss: 0.0310836 | val_loss: 0.0311118 | Time: 44802.7 ms [2022-02-05 16:54:54 main:574] : INFO : Epoch 1689 | loss: 0.0310866 | val_loss: 0.0311204 | Time: 44452 ms [2022-02-05 16:55:38 main:574] : INFO : Epoch 1690 | loss: 0.0310861 | val_loss: 0.0311116 | Time: 44223.5 ms [2022-02-05 16:56:32 main:574] : INFO : Epoch 1691 | loss: 0.0310834 | val_loss: 0.0311131 | Time: 53292.9 ms [2022-02-05 16:57:36 main:574] : INFO : Epoch 1692 | loss: 0.0310818 | val_loss: 0.0311102 | Time: 63974.4 ms [2022-02-05 16:58:25 main:574] : INFO : Epoch 1693 | loss: 0.0310803 | val_loss: 0.0311166 | Time: 49276 ms [2022-02-05 16:59:09 main:574] : INFO : Epoch 1694 | loss: 0.0310774 | val_loss: 0.0311142 | Time: 44220.5 ms [2022-02-05 16:59:54 main:574] : INFO : Epoch 1695 | loss: 0.0310781 | val_loss: 0.0311156 | Time: 44135.7 ms [2022-02-05 17:00:41 main:574] : INFO : Epoch 1696 | loss: 0.0310778 | val_loss: 0.0311115 | Time: 46041 ms [2022-02-05 17:01:26 main:574] : INFO : Epoch 1697 | loss: 0.0310735 | val_loss: 0.0311142 | Time: 44280.9 ms [2022-02-05 17:02:11 main:574] : INFO : Epoch 1698 | loss: 0.0310729 | val_loss: 0.0311184 | Time: 44286.2 ms [2022-02-05 17:02:55 main:574] : INFO : Epoch 1699 | loss: 0.031073 | val_loss: 0.0311054 | Time: 44363.8 ms [2022-02-05 17:03:40 main:574] : INFO : Epoch 1700 | loss: 0.0310716 | val_loss: 0.0311058 | Time: 44277.5 ms [2022-02-05 17:04:24 main:574] : INFO : Epoch 1701 | loss: 0.0310681 | val_loss: 0.0311071 | Time: 44109.9 ms [2022-02-05 17:05:08 main:574] : INFO : Epoch 1702 | loss: 0.0310693 | val_loss: 0.0311162 | Time: 44300.2 ms [2022-02-05 17:05:53 main:574] : INFO : Epoch 1703 | loss: 0.0310757 | val_loss: 0.0311184 | Time: 44311.6 ms [2022-02-05 17:06:37 main:574] : INFO : Epoch 1704 | loss: 0.0310991 | val_loss: 0.0311221 | Time: 44442.8 ms [2022-02-05 17:07:22 main:574] : INFO : Epoch 1705 | loss: 0.0311076 | val_loss: 0.0311259 | Time: 44374.6 ms [2022-02-05 17:08:06 main:574] : INFO : Epoch 1706 | loss: 0.0311043 | val_loss: 0.031121 | Time: 44273.2 ms [2022-02-05 17:08:50 main:574] : INFO : Epoch 1707 | loss: 0.0311008 | val_loss: 0.0311082 | Time: 44359.2 ms [2022-02-05 17:09:35 main:574] : INFO : Epoch 1708 | loss: 0.0310918 | val_loss: 0.0311089 | Time: 44325.6 ms [2022-02-05 17:10:20 main:574] : INFO : Epoch 1709 | loss: 0.0310882 | val_loss: 0.0311109 | Time: 44165 ms [2022-02-05 17:11:04 main:574] : INFO : Epoch 1710 | loss: 0.0310874 | val_loss: 0.0311128 | Time: 44048.3 ms [2022-02-05 17:11:48 main:574] : INFO : Epoch 1711 | loss: 0.031087 | val_loss: 0.0311115 | Time: 44336.5 ms [2022-02-05 17:12:32 main:574] : INFO : Epoch 1712 | loss: 0.031086 | val_loss: 0.0311089 | Time: 44429.6 ms [2022-02-05 17:13:19 main:574] : INFO : Epoch 1713 | loss: 0.0310817 | val_loss: 0.03111 | Time: 46131.1 ms [2022-02-05 17:14:05 main:574] : INFO : Epoch 1714 | loss: 0.0310805 | val_loss: 0.0311075 | Time: 45877.7 ms [2022-02-05 17:14:51 main:574] : INFO : Epoch 1715 | loss: 0.031081 | val_loss: 0.0311113 | Time: 45485.7 ms [2022-02-05 17:15:52 main:574] : INFO : Epoch 1716 | loss: 0.0310825 | val_loss: 0.0311112 | Time: 60259.4 ms [2022-02-05 17:16:39 main:574] : INFO : Epoch 1717 | loss: 0.031082 | val_loss: 0.0311106 | Time: 45672.1 ms [2022-02-05 17:17:28 main:574] : INFO : Epoch 1718 | loss: 0.0310801 | val_loss: 0.0311068 | Time: 47817.2 ms [2022-02-05 17:18:13 main:574] : INFO : Epoch 1719 | loss: 0.031078 | val_loss: 0.0311097 | Time: 44457.6 ms [2022-02-05 17:18:58 main:574] : INFO : Epoch 1720 | loss: 0.0310825 | val_loss: 0.0311061 | Time: 45105.4 ms [2022-02-05 17:19:47 main:574] : INFO : Epoch 1721 | loss: 0.0310805 | val_loss: 0.0311115 | Time: 48312.4 ms [2022-02-05 17:20:31 main:574] : INFO : Epoch 1722 | loss: 0.0310798 | val_loss: 0.0311149 | Time: 44482.9 ms [2022-02-05 17:21:19 main:574] : INFO : Epoch 1723 | loss: 0.0310819 | val_loss: 0.0311176 | Time: 48053.8 ms [2022-02-05 17:22:06 main:574] : INFO : Epoch 1724 | loss: 0.031078 | val_loss: 0.031101 | Time: 45527.1 ms [2022-02-05 17:22:50 main:574] : INFO : Epoch 1725 | loss: 0.0310783 | val_loss: 0.0311086 | Time: 44345.9 ms [2022-02-05 17:23:39 main:574] : INFO : Epoch 1726 | loss: 0.0310799 | val_loss: 0.031112 | Time: 48961.3 ms [2022-02-05 17:24:29 main:574] : INFO : Epoch 1727 | loss: 0.0310781 | val_loss: 0.0311106 | Time: 49423.2 ms [2022-02-05 17:25:14 main:574] : INFO : Epoch 1728 | loss: 0.0310748 | val_loss: 0.0311079 | Time: 45265 ms [2022-02-05 17:25:59 main:574] : INFO : Epoch 1729 | loss: 0.0310734 | val_loss: 0.0311031 | Time: 44497.6 ms [2022-02-05 17:26:48 main:574] : INFO : Epoch 1730 | loss: 0.0310738 | val_loss: 0.0311072 | Time: 49028.9 ms [2022-02-05 17:27:36 main:574] : INFO : Epoch 1731 | loss: 0.0310728 | val_loss: 0.0311119 | Time: 48048.5 ms [2022-02-05 17:28:21 main:574] : INFO : Epoch 1732 | loss: 0.0310712 | val_loss: 0.0311054 | Time: 44599.3 ms [2022-02-05 17:29:10 main:574] : INFO : Epoch 1733 | loss: 0.0310763 | val_loss: 0.0311045 | Time: 48592.1 ms [2022-02-05 17:29:55 main:574] : INFO : Epoch 1734 | loss: 0.0310727 | val_loss: 0.0311117 | Time: 44755.9 ms [2022-02-05 17:30:43 main:574] : INFO : Epoch 1735 | loss: 0.03107 | val_loss: 0.0311112 | Time: 48756.1 ms [2022-02-05 17:31:28 main:574] : INFO : Epoch 1736 | loss: 0.0310691 | val_loss: 0.0311099 | Time: 44828.9 ms [2022-02-05 17:32:13 main:574] : INFO : Epoch 1737 | loss: 0.0310713 | val_loss: 0.0311124 | Time: 44756.6 ms [2022-02-05 17:33:02 main:574] : INFO : Epoch 1738 | loss: 0.0310693 | val_loss: 0.0311075 | Time: 48707.2 ms [2022-02-05 17:33:47 main:574] : INFO : Epoch 1739 | loss: 0.0310691 | val_loss: 0.0311075 | Time: 44886.9 ms [2022-02-05 17:34:32 main:574] : INFO : Epoch 1740 | loss: 0.0310694 | val_loss: 0.0311099 | Time: 44393.3 ms [2022-02-05 17:35:16 main:574] : INFO : Epoch 1741 | loss: 0.0310725 | val_loss: 0.0311044 | Time: 44256.1 ms [2022-02-05 17:36:00 main:574] : INFO : Epoch 1742 | loss: 0.0310728 | val_loss: 0.0311093 | Time: 44194.9 ms [2022-02-05 17:36:49 main:574] : INFO : Epoch 1743 | loss: 0.0310812 | val_loss: 0.0311144 | Time: 48288.9 ms [2022-02-05 17:37:33 main:574] : INFO : Epoch 1744 | loss: 0.0310813 | val_loss: 0.0311067 | Time: 44318.4 ms [2022-02-05 17:38:18 main:574] : INFO : Epoch 1745 | loss: 0.0310771 | val_loss: 0.0311112 | Time: 44479.1 ms [2022-02-05 17:39:03 main:574] : INFO : Epoch 1746 | loss: 0.0310791 | val_loss: 0.0311086 | Time: 44352.7 ms [2022-02-05 17:39:47 main:574] : INFO : Epoch 1747 | loss: 0.0310777 | val_loss: 0.0311084 | Time: 44308.9 ms [2022-02-05 17:40:32 main:574] : INFO : Epoch 1748 | loss: 0.0310804 | val_loss: 0.0311114 | Time: 44416.4 ms [2022-02-05 17:41:16 main:574] : INFO : Epoch 1749 | loss: 0.0310868 | val_loss: 0.031112 | Time: 44154.1 ms [2022-02-05 17:42:00 main:574] : INFO : Epoch 1750 | loss: 0.0310839 | val_loss: 0.0311043 | Time: 44192.2 ms [2022-02-05 17:42:45 main:574] : INFO : Epoch 1751 | loss: 0.0310801 | val_loss: 0.0311095 | Time: 44298.6 ms [2022-02-05 17:43:30 main:574] : INFO : Epoch 1752 | loss: 0.0310737 | val_loss: 0.031118 | Time: 44961.1 ms [2022-02-05 17:44:14 main:574] : INFO : Epoch 1753 | loss: 0.0310728 | val_loss: 0.0311141 | Time: 44143.5 ms [2022-02-05 17:44:58 main:574] : INFO : Epoch 1754 | loss: 0.0310863 | val_loss: 0.0311112 | Time: 44149.3 ms [2022-02-05 17:45:43 main:574] : INFO : Epoch 1755 | loss: 0.0310868 | val_loss: 0.0311171 | Time: 44364.7 ms [2022-02-05 17:46:27 main:574] : INFO : Epoch 1756 | loss: 0.0310787 | val_loss: 0.0311046 | Time: 44451.1 ms [2022-02-05 17:47:12 main:574] : INFO : Epoch 1757 | loss: 0.0310775 | val_loss: 0.0311132 | Time: 44197.7 ms [2022-02-05 17:47:56 main:574] : INFO : Epoch 1758 | loss: 0.0310766 | val_loss: 0.0311009 | Time: 44151.1 ms [2022-02-05 17:48:40 main:574] : INFO : Epoch 1759 | loss: 0.0310744 | val_loss: 0.0311063 | Time: 44172.6 ms [2022-02-05 17:49:25 main:574] : INFO : Epoch 1760 | loss: 0.0310737 | val_loss: 0.0311157 | Time: 44583.6 ms [2022-02-05 17:50:09 main:574] : INFO : Epoch 1761 | loss: 0.0310748 | val_loss: 0.0311059 | Time: 43999.6 ms [2022-02-05 17:50:54 main:574] : INFO : Epoch 1762 | loss: 0.0310745 | val_loss: 0.0311026 | Time: 44523.7 ms [2022-02-05 17:51:39 main:574] : INFO : Epoch 1763 | loss: 0.0310712 | val_loss: 0.0311022 | Time: 44422.6 ms [2022-02-05 17:52:23 main:574] : INFO : Epoch 1764 | loss: 0.0310734 | val_loss: 0.0311045 | Time: 44349.3 ms [2022-02-05 17:53:08 main:574] : INFO : Epoch 1765 | loss: 0.0310728 | val_loss: 0.0311079 | Time: 44148 ms [2022-02-05 17:53:52 main:574] : INFO : Epoch 1766 | loss: 0.0310717 | val_loss: 0.0311146 | Time: 44100.8 ms [2022-02-05 17:54:36 main:574] : INFO : Epoch 1767 | loss: 0.0310723 | val_loss: 0.0311058 | Time: 44501.6 ms [2022-02-05 17:55:21 main:574] : INFO : Epoch 1768 | loss: 0.0310753 | val_loss: 0.0311091 | Time: 44184.3 ms [2022-02-05 17:56:05 main:574] : INFO : Epoch 1769 | loss: 0.0310733 | val_loss: 0.0311083 | Time: 44243.4 ms [2022-02-05 17:56:49 main:574] : INFO : Epoch 1770 | loss: 0.0310734 | val_loss: 0.0311077 | Time: 44376.2 ms [2022-02-05 17:57:34 main:574] : INFO : Epoch 1771 | loss: 0.0310708 | val_loss: 0.0311127 | Time: 44216.6 ms [2022-02-05 17:58:18 main:574] : INFO : Epoch 1772 | loss: 0.0310741 | val_loss: 0.0311114 | Time: 44295.9 ms [2022-02-05 17:59:03 main:574] : INFO : Epoch 1773 | loss: 0.0310751 | val_loss: 0.0311069 | Time: 44186.4 ms [2022-02-05 17:59:47 main:574] : INFO : Epoch 1774 | loss: 0.0310792 | val_loss: 0.0311118 | Time: 44129.8 ms [2022-02-05 18:00:31 main:574] : INFO : Epoch 1775 | loss: 0.0310897 | val_loss: 0.031122 | Time: 44266.7 ms [2022-02-05 18:01:15 main:574] : INFO : Epoch 1776 | loss: 0.0310925 | val_loss: 0.0311071 | Time: 44305.7 ms [2022-02-05 18:02:00 main:574] : INFO : Epoch 1777 | loss: 0.0310945 | val_loss: 0.0311224 | Time: 44312.2 ms [2022-02-05 18:02:44 main:574] : INFO : Epoch 1778 | loss: 0.0311146 | val_loss: 0.0311221 | Time: 44409.6 ms [2022-02-05 18:03:29 main:574] : INFO : Epoch 1779 | loss: 0.0311074 | val_loss: 0.0311168 | Time: 44307.1 ms [2022-02-05 18:04:13 main:574] : INFO : Epoch 1780 | loss: 0.0310957 | val_loss: 0.0311132 | Time: 44276.5 ms [2022-02-05 18:04:57 main:574] : INFO : Epoch 1781 | loss: 0.0310893 | val_loss: 0.0311136 | Time: 44437.5 ms [2022-02-05 18:05:42 main:574] : INFO : Epoch 1782 | loss: 0.0310875 | val_loss: 0.0311155 | Time: 44339.8 ms [2022-02-05 18:06:26 main:574] : INFO : Epoch 1783 | loss: 0.0310844 | val_loss: 0.0311115 | Time: 44187.5 ms [2022-02-05 18:07:10 main:574] : INFO : Epoch 1784 | loss: 0.0310822 | val_loss: 0.0311065 | Time: 44391.6 ms [2022-02-05 18:07:55 main:574] : INFO : Epoch 1785 | loss: 0.0310828 | val_loss: 0.0311137 | Time: 44179.1 ms [2022-02-05 18:08:39 main:574] : INFO : Epoch 1786 | loss: 0.031082 | val_loss: 0.0311083 | Time: 44203.6 ms [2022-02-05 18:09:23 main:574] : INFO : Epoch 1787 | loss: 0.0310799 | val_loss: 0.0311072 | Time: 44252.9 ms [2022-02-05 18:10:08 main:574] : INFO : Epoch 1788 | loss: 0.0310836 | val_loss: 0.031109 | Time: 44280.8 ms [2022-02-05 18:10:52 main:574] : INFO : Epoch 1789 | loss: 0.0310792 | val_loss: 0.0311176 | Time: 44305.3 ms [2022-02-05 18:11:36 main:574] : INFO : Epoch 1790 | loss: 0.0310798 | val_loss: 0.0311142 | Time: 44251.9 ms [2022-02-05 18:12:21 main:574] : INFO : Epoch 1791 | loss: 0.0310849 | val_loss: 0.0311121 | Time: 44236.9 ms [2022-02-05 18:13:05 main:574] : INFO : Epoch 1792 | loss: 0.031086 | val_loss: 0.0311104 | Time: 44340.3 ms [2022-02-05 18:13:49 main:574] : INFO : Epoch 1793 | loss: 0.0310833 | val_loss: 0.0311098 | Time: 44225.8 ms [2022-02-05 18:14:34 main:574] : INFO : Epoch 1794 | loss: 0.0310822 | val_loss: 0.0311105 | Time: 44433.1 ms [2022-02-05 18:15:18 main:574] : INFO : Epoch 1795 | loss: 0.0310786 | val_loss: 0.0311029 | Time: 44086 ms [2022-02-05 18:16:02 main:574] : INFO : Epoch 1796 | loss: 0.0310791 | val_loss: 0.0311111 | Time: 44189 ms [2022-02-05 18:16:46 main:574] : INFO : Epoch 1797 | loss: 0.0310777 | val_loss: 0.0311078 | Time: 44063.3 ms [2022-02-05 18:17:31 main:574] : INFO : Epoch 1798 | loss: 0.0310769 | val_loss: 0.0311088 | Time: 44113.9 ms [2022-02-05 18:18:15 main:574] : INFO : Epoch 1799 | loss: 0.0310784 | val_loss: 0.0311088 | Time: 44275.6 ms [2022-02-05 18:18:59 main:574] : INFO : Epoch 1800 | loss: 0.0310777 | val_loss: 0.0311095 | Time: 44383.3 ms [2022-02-05 18:19:44 main:574] : INFO : Epoch 1801 | loss: 0.0310737 | val_loss: 0.031102 | Time: 44194.4 ms [2022-02-05 18:20:28 main:574] : INFO : Epoch 1802 | loss: 0.0310749 | val_loss: 0.0311062 | Time: 44324.3 ms [2022-02-05 18:21:12 main:574] : INFO : Epoch 1803 | loss: 0.0310858 | val_loss: 0.0311174 | Time: 44092.2 ms [2022-02-05 18:21:57 main:574] : INFO : Epoch 1804 | loss: 0.0310817 | val_loss: 0.0311076 | Time: 44396.1 ms [2022-02-05 18:22:41 main:574] : INFO : Epoch 1805 | loss: 0.0310724 | val_loss: 0.0311036 | Time: 44212.7 ms [2022-02-05 18:23:25 main:574] : INFO : Epoch 1806 | loss: 0.0310735 | val_loss: 0.0311033 | Time: 44397.9 ms [2022-02-05 18:24:10 main:574] : INFO : Epoch 1807 | loss: 0.0310712 | val_loss: 0.0311074 | Time: 44191.4 ms [2022-02-05 18:24:54 main:574] : INFO : Epoch 1808 | loss: 0.0310743 | val_loss: 0.0311032 | Time: 44337.4 ms [2022-02-05 18:25:38 main:574] : INFO : Epoch 1809 | loss: 0.0310732 | val_loss: 0.0311027 | Time: 44152.7 ms [2022-02-05 18:26:22 main:574] : INFO : Epoch 1810 | loss: 0.0310672 | val_loss: 0.0311019 | Time: 44164.3 ms [2022-02-05 18:27:07 main:574] : INFO : Epoch 1811 | loss: 0.0310691 | val_loss: 0.0311043 | Time: 44346.6 ms [2022-02-05 18:27:51 main:574] : INFO : Epoch 1812 | loss: 0.0310696 | val_loss: 0.0310972 | Time: 44444.4 ms [2022-02-05 18:28:36 main:574] : INFO : Epoch 1813 | loss: 0.0310705 | val_loss: 0.0310958 | Time: 44237.6 ms [2022-02-05 18:29:20 main:574] : INFO : Epoch 1814 | loss: 0.0310707 | val_loss: 0.0311019 | Time: 44213.8 ms [2022-02-05 18:30:04 main:574] : INFO : Epoch 1815 | loss: 0.0310718 | val_loss: 0.031104 | Time: 44339.8 ms [2022-02-05 18:30:49 main:574] : INFO : Epoch 1816 | loss: 0.0310684 | val_loss: 0.0311059 | Time: 44473.6 ms [2022-02-05 18:31:33 main:574] : INFO : Epoch 1817 | loss: 0.031071 | val_loss: 0.0311021 | Time: 44067.8 ms [2022-02-05 18:32:18 main:574] : INFO : Epoch 1818 | loss: 0.0310659 | val_loss: 0.0310998 | Time: 44300.4 ms [2022-02-05 18:33:02 main:574] : INFO : Epoch 1819 | loss: 0.0310665 | val_loss: 0.0310984 | Time: 44334 ms [2022-02-05 18:33:46 main:574] : INFO : Epoch 1820 | loss: 0.031069 | val_loss: 0.0311126 | Time: 44355.8 ms [2022-02-05 18:34:31 main:574] : INFO : Epoch 1821 | loss: 0.0310641 | val_loss: 0.0311039 | Time: 44156 ms [2022-02-05 18:35:15 main:574] : INFO : Epoch 1822 | loss: 0.0310627 | val_loss: 0.0311119 | Time: 44173.3 ms [2022-02-05 18:35:59 main:574] : INFO : Epoch 1823 | loss: 0.0310637 | val_loss: 0.0310995 | Time: 44240.9 ms [2022-02-05 18:36:44 main:574] : INFO : Epoch 1824 | loss: 0.0310654 | val_loss: 0.0311021 | Time: 44511.1 ms [2022-02-05 18:37:28 main:574] : INFO : Epoch 1825 | loss: 0.0310617 | val_loss: 0.0310978 | Time: 44191.4 ms [2022-02-05 18:38:12 main:574] : INFO : Epoch 1826 | loss: 0.0310598 | val_loss: 0.0311032 | Time: 44182.3 ms [2022-02-05 18:38:57 main:574] : INFO : Epoch 1827 | loss: 0.0310589 | val_loss: 0.0311136 | Time: 44318.8 ms [2022-02-05 18:39:41 main:574] : INFO : Epoch 1828 | loss: 0.0310593 | val_loss: 0.031099 | Time: 44407.6 ms [2022-02-05 18:40:25 main:574] : INFO : Epoch 1829 | loss: 0.0310591 | val_loss: 0.0311049 | Time: 44330.8 ms [2022-02-05 18:41:10 main:574] : INFO : Epoch 1830 | loss: 0.0310647 | val_loss: 0.031108 | Time: 44226.2 ms [2022-02-05 18:41:54 main:574] : INFO : Epoch 1831 | loss: 0.0310643 | val_loss: 0.0311001 | Time: 44364.5 ms [2022-02-05 18:42:39 main:574] : INFO : Epoch 1832 | loss: 0.0310586 | val_loss: 0.0310953 | Time: 44414.5 ms [2022-02-05 18:43:23 main:574] : INFO : Epoch 1833 | loss: 0.0310602 | val_loss: 0.0311035 | Time: 44023.4 ms [2022-02-05 18:44:07 main:574] : INFO : Epoch 1834 | loss: 0.0310622 | val_loss: 0.0311025 | Time: 44121.8 ms [2022-02-05 18:44:51 main:574] : INFO : Epoch 1835 | loss: 0.0310624 | val_loss: 0.0310978 | Time: 44303 ms [2022-02-05 18:45:36 main:574] : INFO : Epoch 1836 | loss: 0.031062 | val_loss: 0.0310991 | Time: 44389.9 ms [2022-02-05 18:46:20 main:574] : INFO : Epoch 1837 | loss: 0.0310676 | val_loss: 0.0310969 | Time: 44137 ms [2022-02-05 18:47:04 main:574] : INFO : Epoch 1838 | loss: 0.0310652 | val_loss: 0.0310969 | Time: 44245.5 ms [2022-02-05 18:47:49 main:574] : INFO : Epoch 1839 | loss: 0.0310602 | val_loss: 0.0311029 | Time: 44216.5 ms [2022-02-05 18:48:33 main:574] : INFO : Epoch 1840 | loss: 0.0310611 | val_loss: 0.0310988 | Time: 44314.9 ms [2022-02-05 18:49:17 main:574] : INFO : Epoch 1841 | loss: 0.0310637 | val_loss: 0.0311034 | Time: 44065.4 ms [2022-02-05 18:50:01 main:574] : INFO : Epoch 1842 | loss: 0.0310623 | val_loss: 0.0311035 | Time: 44140 ms [2022-02-05 18:50:46 main:574] : INFO : Epoch 1843 | loss: 0.0310635 | val_loss: 0.0311044 | Time: 44374.1 ms [2022-02-05 18:51:30 main:574] : INFO : Epoch 1844 | loss: 0.0310671 | val_loss: 0.0311105 | Time: 44441.4 ms [2022-02-05 18:52:15 main:574] : INFO : Epoch 1845 | loss: 0.0310691 | val_loss: 0.0311011 | Time: 44130.3 ms [2022-02-05 18:52:59 main:574] : INFO : Epoch 1846 | loss: 0.0310605 | val_loss: 0.0311018 | Time: 44267.9 ms [2022-02-05 18:53:43 main:574] : INFO : Epoch 1847 | loss: 0.031059 | val_loss: 0.0311109 | Time: 44304.2 ms [2022-02-05 18:54:28 main:574] : INFO : Epoch 1848 | loss: 0.0310758 | val_loss: 0.0311085 | Time: 44315.7 ms [2022-02-05 18:55:12 main:574] : INFO : Epoch 1849 | loss: 0.0310726 | val_loss: 0.0311012 | Time: 44327.5 ms [2022-02-05 18:55:57 main:574] : INFO : Epoch 1850 | loss: 0.0310701 | val_loss: 0.031103 | Time: 44187.9 ms [2022-02-05 18:56:41 main:574] : INFO : Epoch 1851 | loss: 0.031067 | val_loss: 0.0311051 | Time: 44198.4 ms [2022-02-05 18:57:26 main:574] : INFO : Epoch 1852 | loss: 0.0310612 | val_loss: 0.0310989 | Time: 44616.2 ms [2022-02-05 18:58:10 main:574] : INFO : Epoch 1853 | loss: 0.0310635 | val_loss: 0.0310964 | Time: 44294.1 ms [2022-02-05 18:58:54 main:574] : INFO : Epoch 1854 | loss: 0.0310645 | val_loss: 0.0311048 | Time: 44257.8 ms [2022-02-05 18:59:38 main:574] : INFO : Epoch 1855 | loss: 0.0310678 | val_loss: 0.0311018 | Time: 44184.6 ms [2022-02-05 19:00:23 main:574] : INFO : Epoch 1856 | loss: 0.0310638 | val_loss: 0.0311036 | Time: 44281.9 ms [2022-02-05 19:01:07 main:574] : INFO : Epoch 1857 | loss: 0.0310643 | val_loss: 0.0311086 | Time: 44084 ms [2022-02-05 19:01:51 main:574] : INFO : Epoch 1858 | loss: 0.0310662 | val_loss: 0.0311156 | Time: 44315 ms [2022-02-05 19:02:36 main:574] : INFO : Epoch 1859 | loss: 0.0310771 | val_loss: 0.0325391 | Time: 44345.9 ms [2022-02-05 19:03:20 main:574] : INFO : Epoch 1860 | loss: 0.0419057 | val_loss: 0.0553653 | Time: 44503.8 ms [2022-02-05 19:04:05 main:574] : INFO : Epoch 1861 | loss: 0.0355644 | val_loss: 0.0319947 | Time: 44273.1 ms [2022-02-05 19:04:49 main:574] : INFO : Epoch 1862 | loss: 0.0315926 | val_loss: 0.0312925 | Time: 44172.8 ms [2022-02-05 19:05:33 main:574] : INFO : Epoch 1863 | loss: 0.031264 | val_loss: 0.0312261 | Time: 44531.5 ms [2022-02-05 19:06:18 main:574] : INFO : Epoch 1864 | loss: 0.0312205 | val_loss: 0.0312137 | Time: 44261.3 ms [2022-02-05 19:07:02 main:574] : INFO : Epoch 1865 | loss: 0.0312095 | val_loss: 0.0312055 | Time: 44154.8 ms [2022-02-05 19:07:46 main:574] : INFO : Epoch 1866 | loss: 0.0312056 | val_loss: 0.0312031 | Time: 44298.1 ms [2022-02-05 19:08:31 main:574] : INFO : Epoch 1867 | loss: 0.0312035 | val_loss: 0.0312002 | Time: 44365.3 ms [2022-02-05 19:09:15 main:574] : INFO : Epoch 1868 | loss: 0.0312018 | val_loss: 0.0311982 | Time: 44670.2 ms [2022-02-05 19:10:00 main:574] : INFO : Epoch 1869 | loss: 0.0312 | val_loss: 0.0311973 | Time: 44305.8 ms [2022-02-05 19:10:44 main:574] : INFO : Epoch 1870 | loss: 0.031199 | val_loss: 0.0311954 | Time: 44197.5 ms [2022-02-05 19:11:29 main:574] : INFO : Epoch 1871 | loss: 0.0311977 | val_loss: 0.0311942 | Time: 45025.5 ms [2022-02-05 19:12:20 main:574] : INFO : Epoch 1872 | loss: 0.0311967 | val_loss: 0.0311935 | Time: 50947.7 ms [2022-02-05 19:13:04 main:574] : INFO : Epoch 1873 | loss: 0.0311957 | val_loss: 0.0311921 | Time: 44162.8 ms [2022-02-05 19:13:49 main:574] : INFO : Epoch 1874 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 44125.3 ms [2022-02-05 19:14:33 main:574] : INFO : Epoch 1875 | loss: 0.0311938 | val_loss: 0.0311905 | Time: 44367.9 ms [2022-02-05 19:15:17 main:574] : INFO : Epoch 1876 | loss: 0.031193 | val_loss: 0.0311905 | Time: 44316.4 ms [2022-02-05 19:16:02 main:574] : INFO : Epoch 1877 | loss: 0.0311921 | val_loss: 0.0311893 | Time: 44140.4 ms [2022-02-05 19:16:46 main:574] : INFO : Epoch 1878 | loss: 0.0311913 | val_loss: 0.0311883 | Time: 44150.4 ms [2022-02-05 19:17:30 main:574] : INFO : Epoch 1879 | loss: 0.0311907 | val_loss: 0.031188 | Time: 44244.5 ms [2022-02-05 19:18:15 main:574] : INFO : Epoch 1880 | loss: 0.03119 | val_loss: 0.0311872 | Time: 44337 ms [2022-02-05 19:18:59 main:574] : INFO : Epoch 1881 | loss: 0.0311882 | val_loss: 0.0311857 | Time: 44241 ms [2022-02-05 19:19:43 main:574] : INFO : Epoch 1882 | loss: 0.0311874 | val_loss: 0.0311845 | Time: 44136.6 ms [2022-02-05 19:20:27 main:574] : INFO : Epoch 1883 | loss: 0.0311851 | val_loss: 0.0311833 | Time: 44311.7 ms [2022-02-05 19:21:12 main:574] : INFO : Epoch 1884 | loss: 0.0311834 | val_loss: 0.0311805 | Time: 44380.9 ms [2022-02-05 19:21:56 main:574] : INFO : Epoch 1885 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 44125.5 ms [2022-02-05 19:22:40 main:574] : INFO : Epoch 1886 | loss: 0.0311783 | val_loss: 0.0311757 | Time: 44215.4 ms [2022-02-05 19:23:25 main:574] : INFO : Epoch 1887 | loss: 0.0311749 | val_loss: 0.031174 | Time: 44342.8 ms [2022-02-05 19:24:09 main:574] : INFO : Epoch 1888 | loss: 0.0311742 | val_loss: 0.0311732 | Time: 44405.1 ms [2022-02-05 19:24:53 main:574] : INFO : Epoch 1889 | loss: 0.0311732 | val_loss: 0.0311723 | Time: 44156 ms [2022-02-05 19:25:38 main:574] : INFO : Epoch 1890 | loss: 0.0311725 | val_loss: 0.0311727 | Time: 44465 ms [2022-02-05 19:26:22 main:574] : INFO : Epoch 1891 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 44296.3 ms [2022-02-05 19:27:07 main:574] : INFO : Epoch 1892 | loss: 0.0311716 | val_loss: 0.0311709 | Time: 44455.6 ms [2022-02-05 19:27:51 main:574] : INFO : Epoch 1893 | loss: 0.0311712 | val_loss: 0.0311708 | Time: 44204.3 ms [2022-02-05 19:28:35 main:574] : INFO : Epoch 1894 | loss: 0.031171 | val_loss: 0.0311704 | Time: 44190.1 ms [2022-02-05 19:29:20 main:574] : INFO : Epoch 1895 | loss: 0.0311715 | val_loss: 0.0311697 | Time: 44354.3 ms [2022-02-05 19:30:04 main:574] : INFO : Epoch 1896 | loss: 0.0311711 | val_loss: 0.0311708 | Time: 44336.3 ms [2022-02-05 19:30:49 main:574] : INFO : Epoch 1897 | loss: 0.031171 | val_loss: 0.0311693 | Time: 44210.3 ms [2022-02-05 19:31:33 main:574] : INFO : Epoch 1898 | loss: 0.0311708 | val_loss: 0.0311703 | Time: 44297.2 ms [2022-02-05 19:32:17 main:574] : INFO : Epoch 1899 | loss: 0.0311712 | val_loss: 0.0311692 | Time: 44207 ms [2022-02-05 19:33:02 main:574] : INFO : Epoch 1900 | loss: 0.0311708 | val_loss: 0.0311692 | Time: 44244 ms [2022-02-05 19:33:46 main:574] : INFO : Epoch 1901 | loss: 0.0311704 | val_loss: 0.0311695 | Time: 44209.4 ms [2022-02-05 19:34:30 main:574] : INFO : Epoch 1902 | loss: 0.0311706 | val_loss: 0.0311701 | Time: 44253.4 ms [2022-02-05 19:35:15 main:574] : INFO : Epoch 1903 | loss: 0.0311706 | val_loss: 0.0311691 | Time: 44322.7 ms [2022-02-05 19:35:59 main:574] : INFO : Epoch 1904 | loss: 0.0311705 | val_loss: 0.0311691 | Time: 44454.8 ms [2022-02-05 19:36:43 main:574] : INFO : Epoch 1905 | loss: 0.0311707 | val_loss: 0.031169 | Time: 44252.3 ms [2022-02-05 19:37:28 main:574] : INFO : Epoch 1906 | loss: 0.0311703 | val_loss: 0.0311687 | Time: 44087.8 ms [2022-02-05 19:38:12 main:574] : INFO : Epoch 1907 | loss: 0.03117 | val_loss: 0.0311686 | Time: 44300.8 ms [2022-02-05 19:38:56 main:574] : INFO : Epoch 1908 | loss: 0.03117 | val_loss: 0.0311698 | Time: 44325.5 ms [2022-02-05 19:39:40 main:574] : INFO : Epoch 1909 | loss: 0.03117 | val_loss: 0.0311688 | Time: 44138 ms [2022-02-05 19:40:25 main:574] : INFO : Epoch 1910 | loss: 0.0311704 | val_loss: 0.031169 | Time: 44200.7 ms [2022-02-05 19:41:09 main:574] : INFO : Epoch 1911 | loss: 0.0311702 | val_loss: 0.0311691 | Time: 44247.5 ms [2022-02-05 19:41:53 main:574] : INFO : Epoch 1912 | loss: 0.031174 | val_loss: 0.0311697 | Time: 44321.7 ms [2022-02-05 19:42:38 main:574] : INFO : Epoch 1913 | loss: 0.0311712 | val_loss: 0.0311689 | Time: 44106.9 ms [2022-02-05 19:43:23 main:574] : INFO : Epoch 1914 | loss: 0.0311701 | val_loss: 0.0311688 | Time: 44310.6 ms [2022-02-05 19:44:07 main:574] : INFO : Epoch 1915 | loss: 0.03117 | val_loss: 0.0311687 | Time: 44189.6 ms [2022-02-05 19:44:51 main:574] : INFO : Epoch 1916 | loss: 0.0311707 | val_loss: 0.0311691 | Time: 44244 ms [2022-02-05 19:45:36 main:574] : INFO : Epoch 1917 | loss: 0.0311701 | val_loss: 0.0311686 | Time: 44205.7 ms [2022-02-05 19:46:20 main:574] : INFO : Epoch 1918 | loss: 0.0311703 | val_loss: 0.0311715 | Time: 44206.4 ms [2022-02-05 19:47:04 main:574] : INFO : Epoch 1919 | loss: 0.0311708 | val_loss: 0.0311686 | Time: 44551.5 ms [2022-02-05 19:47:49 main:574] : INFO : Epoch 1920 | loss: 0.0311701 | val_loss: 0.0311692 | Time: 44335.2 ms [2022-02-05 19:48:33 main:574] : INFO : Epoch 1921 | loss: 0.0311696 | val_loss: 0.0311699 | Time: 44385.3 ms [2022-02-05 19:49:18 main:574] : INFO : Epoch 1922 | loss: 0.0311699 | val_loss: 0.0311682 | Time: 44376.3 ms [2022-02-05 19:50:02 main:574] : INFO : Epoch 1923 | loss: 0.0311699 | val_loss: 0.03117 | Time: 44350.5 ms [2022-02-05 19:50:47 main:574] : INFO : Epoch 1924 | loss: 0.0311693 | val_loss: 0.031169 | Time: 44377 ms [2022-02-05 19:51:31 main:574] : INFO : Epoch 1925 | loss: 0.0311705 | val_loss: 0.0311688 | Time: 44169.7 ms [2022-02-05 19:52:15 main:574] : INFO : Epoch 1926 | loss: 0.0311698 | val_loss: 0.0311694 | Time: 44137 ms [2022-02-05 19:52:59 main:574] : INFO : Epoch 1927 | loss: 0.0311694 | val_loss: 0.0311687 | Time: 44195.9 ms [2022-02-05 19:53:44 main:574] : INFO : Epoch 1928 | loss: 0.0311695 | val_loss: 0.0311686 | Time: 44357.5 ms [2022-02-05 19:54:28 main:574] : INFO : Epoch 1929 | loss: 0.0311696 | val_loss: 0.0311687 | Time: 44179.3 ms [2022-02-05 19:55:12 main:574] : INFO : Epoch 1930 | loss: 0.0311698 | val_loss: 0.0311685 | Time: 44262.5 ms [2022-02-05 19:55:57 main:574] : INFO : Epoch 1931 | loss: 0.0311695 | val_loss: 0.0311696 | Time: 44190.4 ms [2022-02-05 19:56:41 main:574] : INFO : Epoch 1932 | loss: 0.0311695 | val_loss: 0.0311705 | Time: 44309.4 ms [2022-02-05 19:57:25 main:574] : INFO : Epoch 1933 | loss: 0.0311693 | val_loss: 0.0311698 | Time: 44237.3 ms [2022-02-05 19:58:10 main:574] : INFO : Epoch 1934 | loss: 0.0311694 | val_loss: 0.0311707 | Time: 44255.8 ms [2022-02-05 19:58:54 main:574] : INFO : Epoch 1935 | loss: 0.0311691 | val_loss: 0.031169 | Time: 44513.9 ms [2022-02-05 19:59:39 main:574] : INFO : Epoch 1936 | loss: 0.0311701 | val_loss: 0.0311702 | Time: 44343.3 ms [2022-02-05 20:00:23 main:574] : INFO : Epoch 1937 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 44199.7 ms [2022-02-05 20:01:07 main:574] : INFO : Epoch 1938 | loss: 0.0311723 | val_loss: 0.0311696 | Time: 44068.8 ms [2022-02-05 20:01:51 main:574] : INFO : Epoch 1939 | loss: 0.0311714 | val_loss: 0.0311724 | Time: 44338.4 ms [2022-02-05 20:02:36 main:574] : INFO : Epoch 1940 | loss: 0.0311707 | val_loss: 0.0311701 | Time: 44530.8 ms [2022-02-05 20:03:20 main:574] : INFO : Epoch 1941 | loss: 0.0311705 | val_loss: 0.0311704 | Time: 44226.1 ms [2022-02-05 20:04:05 main:574] : INFO : Epoch 1942 | loss: 0.0311705 | val_loss: 0.0311698 | Time: 44269.5 ms [2022-02-05 20:04:49 main:574] : INFO : Epoch 1943 | loss: 0.0311702 | val_loss: 0.0311695 | Time: 44277.8 ms [2022-02-05 20:05:34 main:574] : INFO : Epoch 1944 | loss: 0.0311701 | val_loss: 0.0311695 | Time: 44496 ms [2022-02-05 20:06:18 main:574] : INFO : Epoch 1945 | loss: 0.03117 | val_loss: 0.0311689 | Time: 44132.2 ms [2022-02-05 20:07:02 main:574] : INFO : Epoch 1946 | loss: 0.03117 | val_loss: 0.0311688 | Time: 44253.4 ms [2022-02-05 20:07:46 main:574] : INFO : Epoch 1947 | loss: 0.0311704 | val_loss: 0.0311686 | Time: 44218 ms [2022-02-05 20:08:31 main:574] : INFO : Epoch 1948 | loss: 0.0311699 | val_loss: 0.0311689 | Time: 44434.6 ms [2022-02-05 20:09:15 main:574] : INFO : Epoch 1949 | loss: 0.0311699 | val_loss: 0.0311688 | Time: 44191.2 ms [2022-02-05 20:09:59 main:574] : INFO : Epoch 1950 | loss: 0.0311704 | val_loss: 0.0311687 | Time: 44170.2 ms [2022-02-05 20:10:44 main:574] : INFO : Epoch 1951 | loss: 0.0311698 | val_loss: 0.0311711 | Time: 44299.7 ms [2022-02-05 20:11:28 main:574] : INFO : Epoch 1952 | loss: 0.031171 | val_loss: 0.0311687 | Time: 44360.4 ms [2022-02-05 20:12:12 main:574] : INFO : Epoch 1953 | loss: 0.0311701 | val_loss: 0.0311678 | Time: 44106.7 ms [2022-02-05 20:12:57 main:574] : INFO : Epoch 1954 | loss: 0.0311704 | val_loss: 0.0311706 | Time: 44382.9 ms [2022-02-05 20:13:41 main:574] : INFO : Epoch 1955 | loss: 0.031172 | val_loss: 0.0311686 | Time: 44215.3 ms [2022-02-05 20:14:27 main:574] : INFO : Epoch 1956 | loss: 0.0311721 | val_loss: 0.0311747 | Time: 45618.8 ms [2022-02-05 20:15:11 main:574] : INFO : Epoch 1957 | loss: 0.0311721 | val_loss: 0.0311687 | Time: 44220.2 ms [2022-02-05 20:15:55 main:574] : INFO : Epoch 1958 | loss: 0.03117 | val_loss: 0.0311681 | Time: 44123 ms [2022-02-05 20:16:40 main:574] : INFO : Epoch 1959 | loss: 0.0311698 | val_loss: 0.0311682 | Time: 44226.6 ms [2022-02-05 20:17:24 main:574] : INFO : Epoch 1960 | loss: 0.0311686 | val_loss: 0.03117 | Time: 44310.6 ms [2022-02-05 20:18:08 main:574] : INFO : Epoch 1961 | loss: 0.0311687 | val_loss: 0.0311678 | Time: 44140 ms [2022-02-05 20:18:53 main:574] : INFO : Epoch 1962 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 44291.7 ms [2022-02-05 20:19:37 main:574] : INFO : Epoch 1963 | loss: 0.0311687 | val_loss: 0.0311674 | Time: 44268.2 ms [2022-02-05 20:20:21 main:574] : INFO : Epoch 1964 | loss: 0.0311681 | val_loss: 0.0311671 | Time: 44258.5 ms [2022-02-05 20:21:05 main:574] : INFO : Epoch 1965 | loss: 0.0311678 | val_loss: 0.0311685 | Time: 44090.2 ms [2022-02-05 20:21:50 main:574] : INFO : Epoch 1966 | loss: 0.0311688 | val_loss: 0.0311675 | Time: 44185.8 ms [2022-02-05 20:22:34 main:574] : INFO : Epoch 1967 | loss: 0.0311678 | val_loss: 0.031167 | Time: 44360.5 ms [2022-02-05 20:23:19 main:574] : INFO : Epoch 1968 | loss: 0.031168 | val_loss: 0.0311712 | Time: 44449.1 ms [2022-02-05 20:24:03 main:574] : INFO : Epoch 1969 | loss: 0.0311691 | val_loss: 0.031167 | Time: 44363.3 ms [2022-02-05 20:24:47 main:574] : INFO : Epoch 1970 | loss: 0.0311687 | val_loss: 0.0311682 | Time: 44269.9 ms [2022-02-05 20:25:32 main:574] : INFO : Epoch 1971 | loss: 0.0311676 | val_loss: 0.0311685 | Time: 44240.5 ms [2022-02-05 20:26:16 main:574] : INFO : Epoch 1972 | loss: 0.0311673 | val_loss: 0.0311675 | Time: 44349.2 ms [2022-02-05 20:27:00 main:574] : INFO : Epoch 1973 | loss: 0.0311669 | val_loss: 0.0311668 | Time: 44135.9 ms [2022-02-05 20:27:45 main:574] : INFO : Epoch 1974 | loss: 0.0311673 | val_loss: 0.0311673 | Time: 44390.2 ms [2022-02-05 20:28:29 main:574] : INFO : Epoch 1975 | loss: 0.0311696 | val_loss: 0.0311743 | Time: 44273.4 ms [2022-02-05 20:29:14 main:574] : INFO : Epoch 1976 | loss: 0.0311713 | val_loss: 0.0311667 | Time: 44385.1 ms [2022-02-05 20:29:58 main:574] : INFO : Epoch 1977 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 44101.8 ms [2022-02-05 20:30:42 main:574] : INFO : Epoch 1978 | loss: 0.0311685 | val_loss: 0.0311673 | Time: 44189 ms [2022-02-05 20:31:26 main:574] : INFO : Epoch 1979 | loss: 0.0311677 | val_loss: 0.0311705 | Time: 44277.3 ms [2022-02-05 20:32:11 main:574] : INFO : Epoch 1980 | loss: 0.0311687 | val_loss: 0.0311675 | Time: 44403 ms [2022-02-05 20:32:55 main:574] : INFO : Epoch 1981 | loss: 0.0311675 | val_loss: 0.0311672 | Time: 44065.3 ms [2022-02-05 20:33:39 main:574] : INFO : Epoch 1982 | loss: 0.0311679 | val_loss: 0.0311684 | Time: 44206.2 ms [2022-02-05 20:34:24 main:574] : INFO : Epoch 1983 | loss: 0.0311703 | val_loss: 0.0311676 | Time: 44325.5 ms [2022-02-05 20:35:08 main:574] : INFO : Epoch 1984 | loss: 0.0311673 | val_loss: 0.0311678 | Time: 44250.2 ms [2022-02-05 20:35:52 main:574] : INFO : Epoch 1985 | loss: 0.0311671 | val_loss: 0.0311694 | Time: 44119.3 ms [2022-02-05 20:36:36 main:574] : INFO : Epoch 1986 | loss: 0.0311678 | val_loss: 0.0311696 | Time: 44106.3 ms [2022-02-05 20:37:21 main:574] : INFO : Epoch 1987 | loss: 0.031168 | val_loss: 0.0311703 | Time: 44184.8 ms [2022-02-05 20:38:05 main:574] : INFO : Epoch 1988 | loss: 0.0311692 | val_loss: 0.0311703 | Time: 44339.7 ms [2022-02-05 20:38:49 main:574] : INFO : Epoch 1989 | loss: 0.0311673 | val_loss: 0.0311693 | Time: 44179.5 ms [2022-02-05 20:39:34 main:574] : INFO : Epoch 1990 | loss: 0.031167 | val_loss: 0.0311681 | Time: 44276.9 ms [2022-02-05 20:40:18 main:574] : INFO : Epoch 1991 | loss: 0.0311675 | val_loss: 0.0311714 | Time: 44217.7 ms [2022-02-05 20:41:03 main:574] : INFO : Epoch 1992 | loss: 0.031166 | val_loss: 0.0311684 | Time: 44475.6 ms [2022-02-05 20:41:47 main:574] : INFO : Epoch 1993 | loss: 0.0311661 | val_loss: 0.0311684 | Time: 44256.6 ms [2022-02-05 20:42:31 main:574] : INFO : Epoch 1994 | loss: 0.0311666 | val_loss: 0.0311672 | Time: 44282.5 ms [2022-02-05 20:43:16 main:574] : INFO : Epoch 1995 | loss: 0.0311686 | val_loss: 0.0311688 | Time: 44281.9 ms [2022-02-05 20:44:00 main:574] : INFO : Epoch 1996 | loss: 0.0311687 | val_loss: 0.0311714 | Time: 44370.1 ms [2022-02-05 20:44:44 main:574] : INFO : Epoch 1997 | loss: 0.0311662 | val_loss: 0.0311671 | Time: 44342.8 ms [2022-02-05 20:45:29 main:574] : INFO : Epoch 1998 | loss: 0.0311631 | val_loss: 0.0311851 | Time: 44254.9 ms [2022-02-05 20:46:13 main:574] : INFO : Epoch 1999 | loss: 0.0311642 | val_loss: 0.0311691 | Time: 44318 ms [2022-02-05 20:46:57 main:574] : INFO : Epoch 2000 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 44383.9 ms [2022-02-05 20:47:42 main:574] : INFO : Epoch 2001 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 44089.4 ms [2022-02-05 20:48:26 main:574] : INFO : Epoch 2002 | loss: 0.0311612 | val_loss: 0.0311675 | Time: 44304.8 ms [2022-02-05 20:49:10 main:574] : INFO : Epoch 2003 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 44294.4 ms [2022-02-05 20:49:55 main:574] : INFO : Epoch 2004 | loss: 0.031169 | val_loss: 0.0311716 | Time: 44388.9 ms [2022-02-05 20:50:39 main:574] : INFO : Epoch 2005 | loss: 0.0311679 | val_loss: 0.0311676 | Time: 44187.6 ms [2022-02-05 20:51:23 main:574] : INFO : Epoch 2006 | loss: 0.0311654 | val_loss: 0.0311663 | Time: 44210.3 ms [2022-02-05 20:52:08 main:574] : INFO : Epoch 2007 | loss: 0.0311659 | val_loss: 0.0311639 | Time: 44214.1 ms [2022-02-05 20:52:52 main:574] : INFO : Epoch 2008 | loss: 0.0311619 | val_loss: 0.0311653 | Time: 44333.2 ms [2022-02-05 20:53:37 main:574] : INFO : Epoch 2009 | loss: 0.031161 | val_loss: 0.0311596 | Time: 44384.1 ms [2022-02-05 20:54:21 main:574] : INFO : Epoch 2010 | loss: 0.0311625 | val_loss: 0.0311625 | Time: 44170.9 ms [2022-02-05 20:55:05 main:574] : INFO : Epoch 2011 | loss: 0.0311594 | val_loss: 0.0311629 | Time: 44391.2 ms [2022-02-05 20:55:50 main:574] : INFO : Epoch 2012 | loss: 0.0311591 | val_loss: 0.0311603 | Time: 44424.8 ms [2022-02-05 20:56:34 main:574] : INFO : Epoch 2013 | loss: 0.0311597 | val_loss: 0.0311676 | Time: 44209.6 ms [2022-02-05 20:57:18 main:574] : INFO : Epoch 2014 | loss: 0.0311682 | val_loss: 0.0311732 | Time: 44162.7 ms [2022-02-05 20:58:03 main:574] : INFO : Epoch 2015 | loss: 0.031172 | val_loss: 0.0311779 | Time: 44336.9 ms [2022-02-05 20:58:47 main:574] : INFO : Epoch 2016 | loss: 0.0311725 | val_loss: 0.031172 | Time: 44519.4 ms [2022-02-05 20:59:31 main:574] : INFO : Epoch 2017 | loss: 0.0311711 | val_loss: 0.0311657 | Time: 44213.6 ms [2022-02-05 21:00:16 main:574] : INFO : Epoch 2018 | loss: 0.0311701 | val_loss: 0.0311698 | Time: 44420.3 ms [2022-02-05 21:01:00 main:574] : INFO : Epoch 2019 | loss: 0.03117 | val_loss: 0.0311684 | Time: 44195.2 ms [2022-02-05 21:01:45 main:574] : INFO : Epoch 2020 | loss: 0.0311648 | val_loss: 0.0311608 | Time: 44354.3 ms [2022-02-05 21:02:29 main:574] : INFO : Epoch 2021 | loss: 0.0311605 | val_loss: 0.0311578 | Time: 44163.6 ms [2022-02-05 21:03:13 main:574] : INFO : Epoch 2022 | loss: 0.0311561 | val_loss: 0.0311619 | Time: 44314 ms [2022-02-05 21:03:58 main:574] : INFO : Epoch 2023 | loss: 0.0311675 | val_loss: 0.0311602 | Time: 44293.8 ms [2022-02-05 21:04:42 main:574] : INFO : Epoch 2024 | loss: 0.0311617 | val_loss: 0.0311589 | Time: 44353.9 ms [2022-02-05 21:05:27 main:574] : INFO : Epoch 2025 | loss: 0.0311583 | val_loss: 0.0311604 | Time: 44293.3 ms [2022-02-05 21:06:11 main:574] : INFO : Epoch 2026 | loss: 0.0311631 | val_loss: 0.0311804 | Time: 44390.6 ms [2022-02-05 21:06:55 main:574] : INFO : Epoch 2027 | loss: 0.0311678 | val_loss: 0.0311662 | Time: 44262.1 ms [2022-02-05 21:07:40 main:574] : INFO : Epoch 2028 | loss: 0.0311536 | val_loss: 0.031154 | Time: 44338.8 ms [2022-02-05 21:08:24 main:574] : INFO : Epoch 2029 | loss: 0.0311453 | val_loss: 0.0311483 | Time: 44182.9 ms [2022-02-05 21:09:08 main:574] : INFO : Epoch 2030 | loss: 0.0311483 | val_loss: 0.0311486 | Time: 44112.8 ms [2022-02-05 21:09:53 main:574] : INFO : Epoch 2031 | loss: 0.0311508 | val_loss: 0.0311551 | Time: 44400.1 ms [2022-02-05 21:10:37 main:574] : INFO : Epoch 2032 | loss: 0.0311483 | val_loss: 0.0311527 | Time: 44431.1 ms [2022-02-05 21:11:22 main:574] : INFO : Epoch 2033 | loss: 0.0311483 | val_loss: 0.0311457 | Time: 44228.4 ms [2022-02-05 21:12:06 main:574] : INFO : Epoch 2034 | loss: 0.0311523 | val_loss: 0.0311559 | Time: 44215.1 ms [2022-02-05 21:12:50 main:574] : INFO : Epoch 2035 | loss: 0.0311606 | val_loss: 0.031154 | Time: 44308.3 ms [2022-02-05 21:13:35 main:574] : INFO : Epoch 2036 | loss: 0.0311556 | val_loss: 0.0311945 | Time: 44323.9 ms [2022-02-05 21:14:19 main:574] : INFO : Epoch 2037 | loss: 0.0311665 | val_loss: 0.0311528 | Time: 44134.5 ms [2022-02-05 21:15:04 main:574] : INFO : Epoch 2038 | loss: 0.0311528 | val_loss: 0.031155 | Time: 44245.1 ms [2022-02-05 21:15:48 main:574] : INFO : Epoch 2039 | loss: 0.0311419 | val_loss: 0.0311437 | Time: 44499.8 ms [2022-02-05 21:16:33 main:574] : INFO : Epoch 2040 | loss: 0.0311365 | val_loss: 0.0311448 | Time: 44363.5 ms [2022-02-05 21:17:17 main:574] : INFO : Epoch 2041 | loss: 0.0311472 | val_loss: 0.0311632 | Time: 44250.3 ms [2022-02-05 21:18:01 main:574] : INFO : Epoch 2042 | loss: 0.0311439 | val_loss: 0.0311379 | Time: 44074 ms [2022-02-05 21:18:45 main:574] : INFO : Epoch 2043 | loss: 0.0311391 | val_loss: 0.0311463 | Time: 44310.5 ms [2022-02-05 21:19:30 main:574] : INFO : Epoch 2044 | loss: 0.0311452 | val_loss: 0.0311467 | Time: 44399.5 ms [2022-02-05 21:20:14 main:574] : INFO : Epoch 2045 | loss: 0.0311464 | val_loss: 0.0311678 | Time: 44197.1 ms [2022-02-05 21:20:58 main:574] : INFO : Epoch 2046 | loss: 0.0311552 | val_loss: 0.0311559 | Time: 44210.7 ms [2022-02-05 21:21:43 main:574] : INFO : Epoch 2047 | loss: 0.0311431 | val_loss: 0.0311461 | Time: 44329.1 ms [2022-02-05 21:22:27 main:574] : INFO : Epoch 2048 | loss: 0.0311376 | val_loss: 0.0311395 | Time: 44487.8 ms [2022-02-05 21:22:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311395 [2022-02-05 21:22:27 main:603] : INFO : Saving end state to config to file [2022-02-05 21:22:27 main:608] : INFO : Success, exiting.. 21:22:27 (7908): 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)