Task 12195993
| Name | ParityModified-1645994157-17655-0_0 |
| Workunit | 9377141 |
| Created | 27 Feb 2022, 20:36:00 UTC |
| Sent | 1 Mar 2022, 2:09:14 UTC |
| Report deadline | 9 Mar 2022, 2:09:14 UTC |
| Received | 1 Mar 2022, 4:09:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10100 |
| Run time | 1 hours 33 min 6 sec |
| CPU time | 1 hours 33 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,366.22 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1538 | loss: 0.0309911 | val_loss: 0.0312792 | Time: 2760.7 ms [2022-02-28 19:45:56 main:581] : INFO : Epoch 1539 | loss: 0.0310067 | val_loss: 0.0312989 | Time: 2764.01 ms [2022-02-28 19:45:59 main:581] : INFO : Epoch 1540 | loss: 0.0310073 | val_loss: 0.0313009 | Time: 2768.28 ms [2022-02-28 19:46:01 main:581] : INFO : Epoch 1541 | loss: 0.0310079 | val_loss: 0.0312843 | Time: 2779.92 ms [2022-02-28 19:46:04 main:581] : INFO : Epoch 1542 | loss: 0.0310117 | val_loss: 0.0312793 | Time: 2760.29 ms [2022-02-28 19:46:07 main:581] : INFO : Epoch 1543 | loss: 0.0310033 | val_loss: 0.0312953 | Time: 2776.81 ms [2022-02-28 19:46:10 main:581] : INFO : Epoch 1544 | loss: 0.0310044 | val_loss: 0.031331 | Time: 2766.5 ms [2022-02-28 19:46:12 main:581] : INFO : Epoch 1545 | loss: 0.0309965 | val_loss: 0.0313087 | Time: 2761.39 ms [2022-02-28 19:46:15 main:581] : INFO : Epoch 1546 | loss: 0.0310403 | val_loss: 0.0312341 | Time: 2755.52 ms [2022-02-28 19:46:18 main:581] : INFO : Epoch 1547 | loss: 0.0310412 | val_loss: 0.0312644 | Time: 2765.19 ms [2022-02-28 19:46:21 main:581] : INFO : Epoch 1548 | loss: 0.0310081 | val_loss: 0.0312975 | Time: 2773.09 ms [2022-02-28 19:46:24 main:581] : INFO : Epoch 1549 | loss: 0.0310058 | val_loss: 0.0313298 | Time: 2766.22 ms [2022-02-28 19:46:26 main:581] : INFO : Epoch 1550 | loss: 0.0310153 | val_loss: 0.03131 | Time: 2761.65 ms [2022-02-28 19:46:29 main:581] : INFO : Epoch 1551 | loss: 0.0309991 | val_loss: 0.0312759 | Time: 2756.75 ms [2022-02-28 19:46:32 main:581] : INFO : Epoch 1552 | loss: 0.0310077 | val_loss: 0.0312504 | Time: 2765.63 ms [2022-02-28 19:46:35 main:581] : INFO : Epoch 1553 | loss: 0.0310031 | val_loss: 0.0313039 | Time: 2760.69 ms [2022-02-28 19:46:37 main:581] : INFO : Epoch 1554 | loss: 0.0309981 | val_loss: 0.0313069 | Time: 2789.69 ms [2022-02-28 19:46:40 main:581] : INFO : Epoch 1555 | loss: 0.0309957 | val_loss: 0.0312854 | Time: 2770.71 ms [2022-02-28 19:46:43 main:581] : INFO : Epoch 1556 | loss: 0.0310072 | val_loss: 0.0312852 | Time: 2766.85 ms [2022-02-28 19:46:46 main:581] : INFO : Epoch 1557 | loss: 0.0310217 | val_loss: 0.0312809 | Time: 2758.75 ms [2022-02-28 19:46:48 main:581] : INFO : Epoch 1558 | loss: 0.0310058 | val_loss: 0.0312927 | Time: 2761.72 ms [2022-02-28 19:46:51 main:581] : INFO : Epoch 1559 | loss: 0.0309998 | val_loss: 0.0312773 | Time: 2762.83 ms [2022-02-28 19:46:54 main:581] : INFO : Epoch 1560 | loss: 0.0310012 | val_loss: 0.0313029 | Time: 2761.16 ms [2022-02-28 19:46:57 main:581] : INFO : Epoch 1561 | loss: 0.0309996 | val_loss: 0.0313052 | Time: 2758.46 ms [2022-02-28 19:46:59 main:581] : INFO : Epoch 1562 | loss: 0.0309959 | val_loss: 0.0312687 | Time: 2759.25 ms [2022-02-28 19:47:02 main:581] : INFO : Epoch 1563 | loss: 0.0309985 | val_loss: 0.0312964 | Time: 2758.54 ms [2022-02-28 19:47:05 main:581] : INFO : Epoch 1564 | loss: 0.031014 | val_loss: 0.0312668 | Time: 2760.46 ms [2022-02-28 19:47:08 main:581] : INFO : Epoch 1565 | loss: 0.0310174 | val_loss: 0.0312499 | Time: 2772.27 ms [2022-02-28 19:47:11 main:581] : INFO : Epoch 1566 | loss: 0.0310052 | val_loss: 0.0313096 | Time: 2758.18 ms [2022-02-28 19:47:13 main:581] : INFO : Epoch 1567 | loss: 0.0309955 | val_loss: 0.0312812 | Time: 2761.94 ms [2022-02-28 19:47:16 main:581] : INFO : Epoch 1568 | loss: 0.0310054 | val_loss: 0.0312942 | Time: 2765.85 ms [2022-02-28 19:47:19 main:581] : INFO : Epoch 1569 | loss: 0.0310181 | val_loss: 0.0312801 | Time: 2782.69 ms [2022-02-28 19:47:22 main:581] : INFO : Epoch 1570 | loss: 0.0310135 | val_loss: 0.0312961 | Time: 2759.81 ms [2022-02-28 19:47:24 main:581] : INFO : Epoch 1571 | loss: 0.0310013 | val_loss: 0.0312998 | Time: 2763.97 ms [2022-02-28 19:47:27 main:581] : INFO : Epoch 1572 | loss: 0.0309982 | val_loss: 0.0313143 | Time: 2769.7 ms [2022-02-28 19:47:30 main:581] : INFO : Epoch 1573 | loss: 0.0310045 | val_loss: 0.0312564 | Time: 2759.75 ms [2022-02-28 19:47:33 main:581] : INFO : Epoch 1574 | loss: 0.0309986 | val_loss: 0.0312508 | Time: 2761.61 ms [2022-02-28 19:47:35 main:581] : INFO : Epoch 1575 | loss: 0.0310091 | val_loss: 0.0312983 | Time: 2760.48 ms [2022-02-28 19:47:38 main:581] : INFO : Epoch 1576 | loss: 0.0309989 | val_loss: 0.0312744 | Time: 2757.83 ms [2022-02-28 19:47:41 main:581] : INFO : Epoch 1577 | loss: 0.0310196 | val_loss: 0.0312315 | Time: 2758.95 ms [2022-02-28 19:47:44 main:581] : INFO : Epoch 1578 | loss: 0.0310415 | val_loss: 0.0312453 | Time: 2758.92 ms [2022-02-28 19:47:46 main:581] : INFO : Epoch 1579 | loss: 0.0310236 | val_loss: 0.0312737 | Time: 2766.67 ms [2022-02-28 19:47:49 main:581] : INFO : Epoch 1580 | loss: 0.0310185 | val_loss: 0.031284 | Time: 2762.12 ms [2022-02-28 19:47:52 main:581] : INFO : Epoch 1581 | loss: 0.0310159 | val_loss: 0.0312979 | Time: 2761.95 ms [2022-02-28 19:47:55 main:581] : INFO : Epoch 1582 | loss: 0.03101 | val_loss: 0.0312785 | Time: 2762.94 ms [2022-02-28 19:47:58 main:581] : INFO : Epoch 1583 | loss: 0.0310031 | val_loss: 0.0313027 | Time: 2759.5 ms [2022-02-28 19:48:00 main:581] : INFO : Epoch 1584 | loss: 0.0310119 | val_loss: 0.031257 | Time: 2763.07 ms [2022-02-28 19:48:03 main:581] : INFO : Epoch 1585 | loss: 0.0310181 | val_loss: 0.0312732 | Time: 2759.91 ms [2022-02-28 19:48:06 main:581] : INFO : Epoch 1586 | loss: 0.0310018 | val_loss: 0.0312761 | Time: 2756.16 ms [2022-02-28 19:48:09 main:581] : INFO : Epoch 1587 | loss: 0.0310046 | val_loss: 0.0312834 | Time: 2759.87 ms [2022-02-28 19:48:11 main:581] : INFO : Epoch 1588 | loss: 0.031003 | val_loss: 0.0313138 | Time: 2768.18 ms [2022-02-28 19:48:14 main:581] : INFO : Epoch 1589 | loss: 0.0309994 | val_loss: 0.0312764 | Time: 2769.62 ms [2022-02-28 19:48:17 main:581] : INFO : Epoch 1590 | loss: 0.0310048 | val_loss: 0.0313128 | Time: 2758.5 ms [2022-02-28 19:48:20 main:581] : INFO : Epoch 1591 | loss: 0.0310119 | val_loss: 0.0313198 | Time: 2756.26 ms [2022-02-28 19:48:22 main:581] : INFO : Epoch 1592 | loss: 0.0310024 | val_loss: 0.0312897 | Time: 2762.46 ms [2022-02-28 19:48:25 main:581] : INFO : Epoch 1593 | loss: 0.0309988 | val_loss: 0.0312866 | Time: 2759.88 ms [2022-02-28 19:48:28 main:581] : INFO : Epoch 1594 | loss: 0.0310074 | val_loss: 0.0313039 | Time: 2766.59 ms [2022-02-28 19:48:31 main:581] : INFO : Epoch 1595 | loss: 0.0310037 | val_loss: 0.0312779 | Time: 2762.99 ms [2022-02-28 19:48:33 main:581] : INFO : Epoch 1596 | loss: 0.0310048 | val_loss: 0.0313012 | Time: 2766.11 ms [2022-02-28 19:48:36 main:581] : INFO : Epoch 1597 | loss: 0.0310018 | val_loss: 0.0313114 | Time: 2756.51 ms [2022-02-28 19:48:39 main:581] : INFO : Epoch 1598 | loss: 0.0309941 | val_loss: 0.0312951 | Time: 2758.3 ms [2022-02-28 19:48:42 main:581] : INFO : Epoch 1599 | loss: 0.0309913 | val_loss: 0.0313069 | Time: 2762.5 ms [2022-02-28 19:48:44 main:581] : INFO : Epoch 1600 | loss: 0.0310008 | val_loss: 0.0313057 | Time: 2757.47 ms [2022-02-28 19:48:47 main:581] : INFO : Epoch 1601 | loss: 0.0310481 | val_loss: 0.0312586 | Time: 2761.31 ms [2022-02-28 19:48:50 main:581] : INFO : Epoch 1602 | loss: 0.0310541 | val_loss: 0.0312566 | Time: 2762.6 ms [2022-02-28 19:48:53 main:581] : INFO : Epoch 1603 | loss: 0.0310212 | val_loss: 0.0312899 | Time: 2756.5 ms [2022-02-28 19:48:56 main:581] : INFO : Epoch 1604 | loss: 0.0310095 | val_loss: 0.0312732 | Time: 2756.6 ms [2022-02-28 19:48:58 main:581] : INFO : Epoch 1605 | loss: 0.0310182 | val_loss: 0.0312274 | Time: 2761.72 ms [2022-02-28 19:49:01 main:581] : INFO : Epoch 1606 | loss: 0.0310866 | val_loss: 0.0312596 | Time: 2766.08 ms [2022-02-28 19:49:04 main:581] : INFO : Epoch 1607 | loss: 0.0310582 | val_loss: 0.0312547 | Time: 2768.01 ms [2022-02-28 19:49:07 main:581] : INFO : Epoch 1608 | loss: 0.0310225 | val_loss: 0.0312707 | Time: 2759.12 ms [2022-02-28 19:49:09 main:581] : INFO : Epoch 1609 | loss: 0.0310079 | val_loss: 0.0312714 | Time: 2762.78 ms [2022-02-28 19:49:12 main:581] : INFO : Epoch 1610 | loss: 0.0310052 | val_loss: 0.0312549 | Time: 2768.05 ms [2022-02-28 19:49:15 main:581] : INFO : Epoch 1611 | loss: 0.0310065 | val_loss: 0.0313087 | Time: 2764.26 ms [2022-02-28 19:49:18 main:581] : INFO : Epoch 1612 | loss: 0.0310001 | val_loss: 0.0313115 | Time: 2763.56 ms [2022-02-28 19:49:20 main:581] : INFO : Epoch 1613 | loss: 0.0309966 | val_loss: 0.0312733 | Time: 2760.74 ms [2022-02-28 19:49:23 main:581] : INFO : Epoch 1614 | loss: 0.0309985 | val_loss: 0.0312718 | Time: 2760.9 ms [2022-02-28 19:49:26 main:581] : INFO : Epoch 1615 | loss: 0.0310089 | val_loss: 0.031282 | Time: 2763.64 ms [2022-02-28 19:49:29 main:581] : INFO : Epoch 1616 | loss: 0.0310105 | val_loss: 0.0313077 | Time: 2763.42 ms [2022-02-28 19:49:31 main:581] : INFO : Epoch 1617 | loss: 0.0310097 | val_loss: 0.0312812 | Time: 2766.84 ms [2022-02-28 19:49:34 main:581] : INFO : Epoch 1618 | loss: 0.0310032 | val_loss: 0.0313145 | Time: 2758.98 ms [2022-02-28 19:49:37 main:581] : INFO : Epoch 1619 | loss: 0.0310134 | val_loss: 0.0313039 | Time: 2762.61 ms [2022-02-28 19:49:40 main:581] : INFO : Epoch 1620 | loss: 0.0310068 | val_loss: 0.0312943 | Time: 2757.1 ms [2022-02-28 19:49:42 main:581] : INFO : Epoch 1621 | loss: 0.0309943 | val_loss: 0.0313021 | Time: 2764.88 ms [2022-02-28 19:49:45 main:581] : INFO : Epoch 1622 | loss: 0.0309963 | val_loss: 0.031293 | Time: 2756.67 ms [2022-02-28 19:49:48 main:581] : INFO : Epoch 1623 | loss: 0.0310043 | val_loss: 0.0312785 | Time: 2755.69 ms [2022-02-28 19:49:51 main:581] : INFO : Epoch 1624 | loss: 0.0310289 | val_loss: 0.0312939 | Time: 2760.19 ms [2022-02-28 19:49:54 main:581] : INFO : Epoch 1625 | loss: 0.0310161 | val_loss: 0.0312797 | Time: 2768.4 ms [2022-02-28 19:49:56 main:581] : INFO : Epoch 1626 | loss: 0.0310031 | val_loss: 0.0312908 | Time: 2771.72 ms [2022-02-28 19:49:59 main:581] : INFO : Epoch 1627 | loss: 0.0309999 | val_loss: 0.0313114 | Time: 2763.42 ms [2022-02-28 19:50:02 main:581] : INFO : Epoch 1628 | loss: 0.0309942 | val_loss: 0.0313103 | Time: 2762.1 ms [2022-02-28 19:50:05 main:581] : INFO : Epoch 1629 | loss: 0.0310008 | val_loss: 0.0312747 | Time: 2766.58 ms [2022-02-28 19:50:07 main:581] : INFO : Epoch 1630 | loss: 0.0310073 | val_loss: 0.0312689 | Time: 2758.57 ms [2022-02-28 19:50:10 main:581] : INFO : Epoch 1631 | loss: 0.0309948 | val_loss: 0.0313107 | Time: 2757.72 ms [2022-02-28 19:50:13 main:581] : INFO : Epoch 1632 | loss: 0.0309978 | val_loss: 0.0312973 | Time: 2771.29 ms [2022-02-28 19:50:16 main:581] : INFO : Epoch 1633 | loss: 0.0309988 | val_loss: 0.0312956 | Time: 2760.14 ms [2022-02-28 19:50:18 main:581] : INFO : Epoch 1634 | loss: 0.0310135 | val_loss: 0.031285 | Time: 2758.73 ms [2022-02-28 19:50:21 main:581] : INFO : Epoch 1635 | loss: 0.031006 | val_loss: 0.0312971 | Time: 2762.06 ms [2022-02-28 19:50:24 main:581] : INFO : Epoch 1636 | loss: 0.0310132 | val_loss: 0.0312825 | Time: 2773.06 ms [2022-02-28 19:50:27 main:581] : INFO : Epoch 1637 | loss: 0.0310214 | val_loss: 0.0312635 | Time: 2761.71 ms [2022-02-28 19:50:29 main:581] : INFO : Epoch 1638 | loss: 0.0310088 | val_loss: 0.0313235 | Time: 2766.98 ms [2022-02-28 19:50:32 main:581] : INFO : Epoch 1639 | loss: 0.031003 | val_loss: 0.0313017 | Time: 2759.87 ms [2022-02-28 19:50:35 main:581] : INFO : Epoch 1640 | loss: 0.0310033 | val_loss: 0.0312647 | Time: 2767.61 ms [2022-02-28 19:50:38 main:581] : INFO : Epoch 1641 | loss: 0.0310052 | val_loss: 0.0312881 | Time: 2775.88 ms [2022-02-28 19:50:41 main:581] : INFO : Epoch 1642 | loss: 0.0310013 | val_loss: 0.0313046 | Time: 2766.17 ms [2022-02-28 19:50:43 main:581] : INFO : Epoch 1643 | loss: 0.0310012 | val_loss: 0.0312947 | Time: 2759.85 ms [2022-02-28 19:50:46 main:581] : INFO : Epoch 1644 | loss: 0.0309979 | val_loss: 0.0312912 | Time: 2757.52 ms [2022-02-28 19:50:49 main:581] : INFO : Epoch 1645 | loss: 0.0310103 | val_loss: 0.0313152 | Time: 2755.73 ms [2022-02-28 19:50:52 main:581] : INFO : Epoch 1646 | loss: 0.0310088 | val_loss: 0.0312816 | Time: 2759.33 ms [2022-02-28 19:50:54 main:581] : INFO : Epoch 1647 | loss: 0.0310085 | val_loss: 0.0312488 | Time: 2764.77 ms [2022-02-28 19:50:57 main:581] : INFO : Epoch 1648 | loss: 0.0310099 | val_loss: 0.0312735 | Time: 2760.18 ms [2022-02-28 19:51:00 main:581] : INFO : Epoch 1649 | loss: 0.0310086 | val_loss: 0.0312886 | Time: 2764.62 ms [2022-02-28 19:51:03 main:581] : INFO : Epoch 1650 | loss: 0.0310169 | val_loss: 0.0312845 | Time: 2765.09 ms [2022-02-28 19:51:05 main:581] : INFO : Epoch 1651 | loss: 0.0309987 | val_loss: 0.0312974 | Time: 2756.73 ms [2022-02-28 19:51:08 main:581] : INFO : Epoch 1652 | loss: 0.0310039 | val_loss: 0.0312759 | Time: 2758.55 ms [2022-02-28 19:51:11 main:581] : INFO : Epoch 1653 | loss: 0.0309964 | val_loss: 0.0313164 | Time: 2759.31 ms [2022-02-28 19:51:14 main:581] : INFO : Epoch 1654 | loss: 0.0309925 | val_loss: 0.0313124 | Time: 2761.05 ms [2022-02-28 19:51:16 main:581] : INFO : Epoch 1655 | loss: 0.031079 | val_loss: 0.0312444 | Time: 2768.68 ms [2022-02-28 19:51:19 main:581] : INFO : Epoch 1656 | loss: 0.0318905 | val_loss: 0.0315956 | Time: 2789.9 ms [2022-02-28 19:51:22 main:581] : INFO : Epoch 1657 | loss: 0.0326431 | val_loss: 0.0322412 | Time: 2797.43 ms [2022-02-28 19:51:25 main:581] : INFO : Epoch 1658 | loss: 0.0318361 | val_loss: 0.0313967 | Time: 2779.92 ms [2022-02-28 19:51:28 main:581] : INFO : Epoch 1659 | loss: 0.0313157 | val_loss: 0.0312691 | Time: 2762.54 ms [2022-02-28 19:51:30 main:581] : INFO : Epoch 1660 | loss: 0.0312513 | val_loss: 0.0312375 | Time: 2773.12 ms [2022-02-28 19:51:33 main:581] : INFO : Epoch 1661 | loss: 0.0312301 | val_loss: 0.0312198 | Time: 2761.09 ms [2022-02-28 19:51:36 main:581] : INFO : Epoch 1662 | loss: 0.0312192 | val_loss: 0.0312127 | Time: 2758.49 ms [2022-02-28 19:51:39 main:581] : INFO : Epoch 1663 | loss: 0.0312154 | val_loss: 0.0312056 | Time: 2765.08 ms [2022-02-28 19:51:41 main:581] : INFO : Epoch 1664 | loss: 0.031212 | val_loss: 0.0312089 | Time: 2766.34 ms [2022-02-28 19:51:44 main:581] : INFO : Epoch 1665 | loss: 0.03121 | val_loss: 0.0312051 | Time: 2769.01 ms [2022-02-28 19:51:47 main:581] : INFO : Epoch 1666 | loss: 0.0312053 | val_loss: 0.0312003 | Time: 2766.93 ms [2022-02-28 19:51:50 main:581] : INFO : Epoch 1667 | loss: 0.0312034 | val_loss: 0.0311993 | Time: 2769.69 ms [2022-02-28 19:51:52 main:581] : INFO : Epoch 1668 | loss: 0.0312038 | val_loss: 0.0311998 | Time: 2764.28 ms [2022-02-28 19:51:55 main:581] : INFO : Epoch 1669 | loss: 0.0312007 | val_loss: 0.0311951 | Time: 2764.09 ms [2022-02-28 19:51:58 main:581] : INFO : Epoch 1670 | loss: 0.0311991 | val_loss: 0.0311939 | Time: 2759.59 ms [2022-02-28 19:52:01 main:581] : INFO : Epoch 1671 | loss: 0.0311988 | val_loss: 0.0311959 | Time: 2768.08 ms [2022-02-28 19:52:04 main:581] : INFO : Epoch 1672 | loss: 0.0311995 | val_loss: 0.0311927 | Time: 2762.89 ms [2022-02-28 19:52:06 main:581] : INFO : Epoch 1673 | loss: 0.031195 | val_loss: 0.0311926 | Time: 2766.64 ms [2022-02-28 19:52:09 main:581] : INFO : Epoch 1674 | loss: 0.0311957 | val_loss: 0.0311918 | Time: 2761.53 ms [2022-02-28 19:52:12 main:581] : INFO : Epoch 1675 | loss: 0.0311941 | val_loss: 0.0311926 | Time: 2766.47 ms [2022-02-28 19:52:15 main:581] : INFO : Epoch 1676 | loss: 0.0311948 | val_loss: 0.0311891 | Time: 2766.69 ms [2022-02-28 19:52:17 main:581] : INFO : Epoch 1677 | loss: 0.0311973 | val_loss: 0.0311929 | Time: 2768.06 ms [2022-02-28 19:52:20 main:581] : INFO : Epoch 1678 | loss: 0.0311955 | val_loss: 0.0311886 | Time: 2764.44 ms [2022-02-28 19:52:23 main:581] : INFO : Epoch 1679 | loss: 0.0311906 | val_loss: 0.0311877 | Time: 2764.67 ms [2022-02-28 19:52:26 main:581] : INFO : Epoch 1680 | loss: 0.0311909 | val_loss: 0.0311877 | Time: 2764.89 ms [2022-02-28 19:52:28 main:581] : INFO : Epoch 1681 | loss: 0.0311906 | val_loss: 0.0311894 | Time: 2766.87 ms [2022-02-28 19:52:31 main:581] : INFO : Epoch 1682 | loss: 0.0311932 | val_loss: 0.0311889 | Time: 2769.6 ms [2022-02-28 19:52:34 main:581] : INFO : Epoch 1683 | loss: 0.0311893 | val_loss: 0.0311898 | Time: 2767.47 ms [2022-02-28 19:52:37 main:581] : INFO : Epoch 1684 | loss: 0.0311884 | val_loss: 0.0311866 | Time: 2772.78 ms [2022-02-28 19:52:40 main:581] : INFO : Epoch 1685 | loss: 0.0311881 | val_loss: 0.0311879 | Time: 2772.78 ms [2022-02-28 19:52:42 main:581] : INFO : Epoch 1686 | loss: 0.0311885 | val_loss: 0.031193 | Time: 2770.03 ms [2022-02-28 19:52:45 main:581] : INFO : Epoch 1687 | loss: 0.0311876 | val_loss: 0.0311874 | Time: 2771.56 ms [2022-02-28 19:52:48 main:581] : INFO : Epoch 1688 | loss: 0.0311873 | val_loss: 0.0311861 | Time: 2761.13 ms [2022-02-28 19:52:51 main:581] : INFO : Epoch 1689 | loss: 0.0311847 | val_loss: 0.0311922 | Time: 2762.8 ms [2022-02-28 19:52:53 main:581] : INFO : Epoch 1690 | loss: 0.031186 | val_loss: 0.0311832 | Time: 2774 ms [2022-02-28 19:52:56 main:581] : INFO : Epoch 1691 | loss: 0.0311832 | val_loss: 0.0311836 | Time: 2765.17 ms [2022-02-28 19:52:59 main:581] : INFO : Epoch 1692 | loss: 0.0311818 | val_loss: 0.0311832 | Time: 2772.69 ms [2022-02-28 19:53:02 main:581] : INFO : Epoch 1693 | loss: 0.0311815 | val_loss: 0.0311829 | Time: 2760.71 ms [2022-02-28 19:53:04 main:581] : INFO : Epoch 1694 | loss: 0.0311802 | val_loss: 0.0311808 | Time: 2771.98 ms [2022-02-28 19:53:07 main:581] : INFO : Epoch 1695 | loss: 0.0311812 | val_loss: 0.0311814 | Time: 2767.11 ms [2022-02-28 19:53:10 main:581] : INFO : Epoch 1696 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 2766.7 ms [2022-02-28 19:53:13 main:581] : INFO : Epoch 1697 | loss: 0.0311822 | val_loss: 0.0311819 | Time: 2763.27 ms [2022-02-28 19:53:16 main:581] : INFO : Epoch 1698 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 2766.74 ms [2022-02-28 19:53:18 main:581] : INFO : Epoch 1699 | loss: 0.031179 | val_loss: 0.0311792 | Time: 2766.71 ms [2022-02-28 19:53:21 main:581] : INFO : Epoch 1700 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 2764.63 ms [2022-02-28 19:53:24 main:581] : INFO : Epoch 1701 | loss: 0.0311763 | val_loss: 0.03118 | Time: 2765.77 ms [2022-02-28 19:53:27 main:581] : INFO : Epoch 1702 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 2769.43 ms [2022-02-28 19:53:29 main:581] : INFO : Epoch 1703 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 2765.01 ms [2022-02-28 19:53:32 main:581] : INFO : Epoch 1704 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 2762.5 ms [2022-02-28 19:53:35 main:581] : INFO : Epoch 1705 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 2763.42 ms [2022-02-28 19:53:38 main:581] : INFO : Epoch 1706 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 2771.13 ms [2022-02-28 19:53:40 main:581] : INFO : Epoch 1707 | loss: 0.0311743 | val_loss: 0.0311792 | Time: 2763.75 ms [2022-02-28 19:53:43 main:581] : INFO : Epoch 1708 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 2762.09 ms [2022-02-28 19:53:46 main:581] : INFO : Epoch 1709 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 2763.14 ms [2022-02-28 19:53:49 main:581] : INFO : Epoch 1710 | loss: 0.0311719 | val_loss: 0.0311817 | Time: 2761.63 ms [2022-02-28 19:53:51 main:581] : INFO : Epoch 1711 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 2765.55 ms [2022-02-28 19:53:54 main:581] : INFO : Epoch 1712 | loss: 0.0311735 | val_loss: 0.0311837 | Time: 2771.13 ms [2022-02-28 19:53:57 main:581] : INFO : Epoch 1713 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 2770.15 ms [2022-02-28 19:54:00 main:581] : INFO : Epoch 1714 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 2761.48 ms [2022-02-28 19:54:03 main:581] : INFO : Epoch 1715 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 2760.41 ms [2022-02-28 19:54:05 main:581] : INFO : Epoch 1716 | loss: 0.0311708 | val_loss: 0.0311813 | Time: 2762.42 ms [2022-02-28 19:54:08 main:581] : INFO : Epoch 1717 | loss: 0.0311741 | val_loss: 0.0311813 | Time: 2777.75 ms [2022-02-28 19:54:11 main:581] : INFO : Epoch 1718 | loss: 0.0311797 | val_loss: 0.0311994 | Time: 2765.17 ms [2022-02-28 19:54:14 main:581] : INFO : Epoch 1719 | loss: 0.031178 | val_loss: 0.0311794 | Time: 2771.86 ms [2022-02-28 19:54:16 main:581] : INFO : Epoch 1720 | loss: 0.0311739 | val_loss: 0.0311876 | Time: 2767.24 ms [2022-02-28 19:54:19 main:581] : INFO : Epoch 1721 | loss: 0.03117 | val_loss: 0.0311851 | Time: 2761.58 ms [2022-02-28 19:54:22 main:581] : INFO : Epoch 1722 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 2764.84 ms [2022-02-28 19:54:25 main:581] : INFO : Epoch 1723 | loss: 0.0311705 | val_loss: 0.0311885 | Time: 2767.32 ms [2022-02-28 19:54:27 main:581] : INFO : Epoch 1724 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 2765.58 ms [2022-02-28 19:54:30 main:581] : INFO : Epoch 1725 | loss: 0.031166 | val_loss: 0.031178 | Time: 2764.77 ms [2022-02-28 19:54:33 main:581] : INFO : Epoch 1726 | loss: 0.031166 | val_loss: 0.0311799 | Time: 2763.48 ms [2022-02-28 19:54:36 main:581] : INFO : Epoch 1727 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 2766.06 ms [2022-02-28 19:54:39 main:581] : INFO : Epoch 1728 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 2763.02 ms [2022-02-28 19:54:41 main:581] : INFO : Epoch 1729 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 2767.43 ms [2022-02-28 19:54:44 main:581] : INFO : Epoch 1730 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 2764.17 ms [2022-02-28 19:54:47 main:581] : INFO : Epoch 1731 | loss: 0.0311661 | val_loss: 0.031178 | Time: 2765.52 ms [2022-02-28 19:54:50 main:581] : INFO : Epoch 1732 | loss: 0.0311651 | val_loss: 0.0311791 | Time: 2772.69 ms [2022-02-28 19:54:52 main:581] : INFO : Epoch 1733 | loss: 0.0311645 | val_loss: 0.0311804 | Time: 2761.96 ms [2022-02-28 19:54:55 main:581] : INFO : Epoch 1734 | loss: 0.031166 | val_loss: 0.0311766 | Time: 2772.68 ms [2022-02-28 19:54:58 main:581] : INFO : Epoch 1735 | loss: 0.0311641 | val_loss: 0.0311774 | Time: 2763.58 ms [2022-02-28 19:55:01 main:581] : INFO : Epoch 1736 | loss: 0.0311635 | val_loss: 0.0311759 | Time: 2764.36 ms [2022-02-28 19:55:03 main:581] : INFO : Epoch 1737 | loss: 0.0311632 | val_loss: 0.0311757 | Time: 2762.96 ms [2022-02-28 19:55:06 main:581] : INFO : Epoch 1738 | loss: 0.0311642 | val_loss: 0.0311787 | Time: 2769.41 ms [2022-02-28 19:55:09 main:581] : INFO : Epoch 1739 | loss: 0.0311633 | val_loss: 0.0311781 | Time: 2765.59 ms [2022-02-28 19:55:12 main:581] : INFO : Epoch 1740 | loss: 0.0311628 | val_loss: 0.0311768 | Time: 2763.8 ms [2022-02-28 19:55:14 main:581] : INFO : Epoch 1741 | loss: 0.0311611 | val_loss: 0.031177 | Time: 2772.1 ms [2022-02-28 19:55:17 main:581] : INFO : Epoch 1742 | loss: 0.0311619 | val_loss: 0.0311816 | Time: 2769.31 ms [2022-02-28 19:55:20 main:581] : INFO : Epoch 1743 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 2768.03 ms [2022-02-28 19:55:23 main:581] : INFO : Epoch 1744 | loss: 0.0311647 | val_loss: 0.0311755 | Time: 2757.93 ms [2022-02-28 19:55:26 main:581] : INFO : Epoch 1745 | loss: 0.0311615 | val_loss: 0.0311753 | Time: 2768.4 ms [2022-02-28 19:55:28 main:581] : INFO : Epoch 1746 | loss: 0.031162 | val_loss: 0.0311754 | Time: 2770.81 ms [2022-02-28 19:55:31 main:581] : INFO : Epoch 1747 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 2765.36 ms [2022-02-28 19:55:34 main:581] : INFO : Epoch 1748 | loss: 0.0311617 | val_loss: 0.0311822 | Time: 2766.43 ms [2022-02-28 19:55:37 main:581] : INFO : Epoch 1749 | loss: 0.0311615 | val_loss: 0.031177 | Time: 2766.07 ms [2022-02-28 19:55:39 main:581] : INFO : Epoch 1750 | loss: 0.0311591 | val_loss: 0.0311785 | Time: 2760.82 ms [2022-02-28 19:55:42 main:581] : INFO : Epoch 1751 | loss: 0.0311609 | val_loss: 0.031181 | Time: 2763.02 ms [2022-02-28 19:55:45 main:581] : INFO : Epoch 1752 | loss: 0.0311621 | val_loss: 0.0311765 | Time: 2762.26 ms [2022-02-28 19:55:48 main:581] : INFO : Epoch 1753 | loss: 0.0311626 | val_loss: 0.0311775 | Time: 2765.4 ms [2022-02-28 19:55:50 main:581] : INFO : Epoch 1754 | loss: 0.0311582 | val_loss: 0.031177 | Time: 2763.37 ms [2022-02-28 19:55:53 main:581] : INFO : Epoch 1755 | loss: 0.0311592 | val_loss: 0.0311761 | Time: 2774.2 ms [2022-02-28 19:55:56 main:581] : INFO : Epoch 1756 | loss: 0.0311578 | val_loss: 0.0311798 | Time: 2763.25 ms [2022-02-28 19:55:59 main:581] : INFO : Epoch 1757 | loss: 0.0311614 | val_loss: 0.0311761 | Time: 2765.19 ms [2022-02-28 19:56:02 main:581] : INFO : Epoch 1758 | loss: 0.0311575 | val_loss: 0.0311772 | Time: 2767.55 ms [2022-02-28 19:56:04 main:581] : INFO : Epoch 1759 | loss: 0.0311592 | val_loss: 0.0311778 | Time: 2770.23 ms [2022-02-28 19:56:07 main:581] : INFO : Epoch 1760 | loss: 0.0311565 | val_loss: 0.0311777 | Time: 2764.19 ms [2022-02-28 19:56:10 main:581] : INFO : Epoch 1761 | loss: 0.0311569 | val_loss: 0.0311769 | Time: 2764.84 ms [2022-02-28 19:56:13 main:581] : INFO : Epoch 1762 | loss: 0.0311565 | val_loss: 0.0311809 | Time: 2764.26 ms [2022-02-28 19:56:15 main:581] : INFO : Epoch 1763 | loss: 0.0311586 | val_loss: 0.0311789 | Time: 2766.37 ms [2022-02-28 19:56:18 main:581] : INFO : Epoch 1764 | loss: 0.0311553 | val_loss: 0.0311778 | Time: 2775.19 ms [2022-02-28 19:56:21 main:581] : INFO : Epoch 1765 | loss: 0.0311548 | val_loss: 0.0311836 | Time: 2767.91 ms [2022-02-28 19:56:24 main:581] : INFO : Epoch 1766 | loss: 0.0311553 | val_loss: 0.0311768 | Time: 2765.01 ms [2022-02-28 19:56:26 main:581] : INFO : Epoch 1767 | loss: 0.0311547 | val_loss: 0.0311772 | Time: 2764.23 ms [2022-02-28 19:56:29 main:581] : INFO : Epoch 1768 | loss: 0.031156 | val_loss: 0.0311787 | Time: 2766.3 ms [2022-02-28 19:56:32 main:581] : INFO : Epoch 1769 | loss: 0.0311619 | val_loss: 0.0311816 | Time: 2761.94 ms [2022-02-28 19:56:35 main:581] : INFO : Epoch 1770 | loss: 0.0311614 | val_loss: 0.0311746 | Time: 2764.78 ms [2022-02-28 19:56:37 main:581] : INFO : Epoch 1771 | loss: 0.0311545 | val_loss: 0.0311792 | Time: 2770.07 ms [2022-02-28 19:56:40 main:581] : INFO : Epoch 1772 | loss: 0.0311549 | val_loss: 0.0311783 | Time: 2761.77 ms [2022-02-28 19:56:43 main:581] : INFO : Epoch 1773 | loss: 0.0311539 | val_loss: 0.0311773 | Time: 2763.95 ms [2022-02-28 19:56:46 main:581] : INFO : Epoch 1774 | loss: 0.0311517 | val_loss: 0.0311774 | Time: 2763.32 ms [2022-02-28 19:56:49 main:581] : INFO : Epoch 1775 | loss: 0.0311524 | val_loss: 0.0311772 | Time: 2762.4 ms [2022-02-28 19:56:51 main:581] : INFO : Epoch 1776 | loss: 0.0311543 | val_loss: 0.0311864 | Time: 2765.49 ms [2022-02-28 19:56:54 main:581] : INFO : Epoch 1777 | loss: 0.0311611 | val_loss: 0.0311937 | Time: 2773.69 ms [2022-02-28 19:56:57 main:581] : INFO : Epoch 1778 | loss: 0.031161 | val_loss: 0.0311918 | Time: 2776.05 ms [2022-02-28 19:57:00 main:581] : INFO : Epoch 1779 | loss: 0.0311581 | val_loss: 0.031183 | Time: 2764.77 ms [2022-02-28 19:57:02 main:581] : INFO : Epoch 1780 | loss: 0.0311561 | val_loss: 0.0311789 | Time: 2763.44 ms [2022-02-28 19:57:05 main:581] : INFO : Epoch 1781 | loss: 0.031154 | val_loss: 0.031176 | Time: 2765.9 ms [2022-02-28 19:57:08 main:581] : INFO : Epoch 1782 | loss: 0.0311532 | val_loss: 0.0311774 | Time: 2770.51 ms [2022-02-28 19:57:11 main:581] : INFO : Epoch 1783 | loss: 0.0311518 | val_loss: 0.031178 | Time: 2776.7 ms [2022-02-28 19:57:13 main:581] : INFO : Epoch 1784 | loss: 0.0311521 | val_loss: 0.0311773 | Time: 2770.89 ms [2022-02-28 19:57:16 main:581] : INFO : Epoch 1785 | loss: 0.0311517 | val_loss: 0.0311847 | Time: 2761.83 ms [2022-02-28 19:57:19 main:581] : INFO : Epoch 1786 | loss: 0.0311532 | val_loss: 0.0311795 | Time: 2771.01 ms [2022-02-28 19:57:22 main:581] : INFO : Epoch 1787 | loss: 0.0311537 | val_loss: 0.0311818 | Time: 2761.08 ms [2022-02-28 19:57:25 main:581] : INFO : Epoch 1788 | loss: 0.0311512 | val_loss: 0.0311808 | Time: 2767.87 ms [2022-02-28 19:57:27 main:581] : INFO : Epoch 1789 | loss: 0.031149 | val_loss: 0.0311813 | Time: 2772.63 ms [2022-02-28 19:57:30 main:581] : INFO : Epoch 1790 | loss: 0.0311489 | val_loss: 0.0311774 | Time: 2765.15 ms [2022-02-28 19:57:33 main:581] : INFO : Epoch 1791 | loss: 0.0311503 | val_loss: 0.0311795 | Time: 2760.37 ms [2022-02-28 19:57:36 main:581] : INFO : Epoch 1792 | loss: 0.0311522 | val_loss: 0.0311778 | Time: 2774.88 ms [2022-02-28 19:57:38 main:581] : INFO : Epoch 1793 | loss: 0.0311475 | val_loss: 0.0311756 | Time: 2768.87 ms [2022-02-28 19:57:41 main:581] : INFO : Epoch 1794 | loss: 0.031148 | val_loss: 0.0311787 | Time: 2766.93 ms [2022-02-28 19:57:44 main:581] : INFO : Epoch 1795 | loss: 0.0311479 | val_loss: 0.0311817 | Time: 2764.48 ms [2022-02-28 19:57:47 main:581] : INFO : Epoch 1796 | loss: 0.0311506 | val_loss: 0.0311845 | Time: 2763.62 ms [2022-02-28 19:57:49 main:581] : INFO : Epoch 1797 | loss: 0.0311483 | val_loss: 0.0311791 | Time: 2763.62 ms [2022-02-28 19:57:52 main:581] : INFO : Epoch 1798 | loss: 0.0311494 | val_loss: 0.0311921 | Time: 2766.41 ms [2022-02-28 19:57:55 main:581] : INFO : Epoch 1799 | loss: 0.0311534 | val_loss: 0.0311853 | Time: 2760.21 ms [2022-02-28 19:57:58 main:581] : INFO : Epoch 1800 | loss: 0.0311496 | val_loss: 0.031177 | Time: 2763.73 ms [2022-02-28 19:58:00 main:581] : INFO : Epoch 1801 | loss: 0.0311455 | val_loss: 0.0311793 | Time: 2764.38 ms [2022-02-28 19:58:03 main:581] : INFO : Epoch 1802 | loss: 0.0311448 | val_loss: 0.0311801 | Time: 2765.77 ms [2022-02-28 19:58:06 main:581] : INFO : Epoch 1803 | loss: 0.0311441 | val_loss: 0.0311815 | Time: 2767.34 ms [2022-02-28 19:58:09 main:581] : INFO : Epoch 1804 | loss: 0.0311464 | val_loss: 0.0311804 | Time: 2772.92 ms [2022-02-28 19:58:12 main:581] : INFO : Epoch 1805 | loss: 0.0311474 | val_loss: 0.0311789 | Time: 2768.59 ms [2022-02-28 19:58:14 main:581] : INFO : Epoch 1806 | loss: 0.0311458 | val_loss: 0.0311835 | Time: 2769.07 ms [2022-02-28 19:58:17 main:581] : INFO : Epoch 1807 | loss: 0.0311486 | val_loss: 0.0311873 | Time: 2770.01 ms [2022-02-28 19:58:20 main:581] : INFO : Epoch 1808 | loss: 0.0311477 | val_loss: 0.0311808 | Time: 2772.07 ms [2022-02-28 19:58:23 main:581] : INFO : Epoch 1809 | loss: 0.0311465 | val_loss: 0.0311836 | Time: 2780.19 ms [2022-02-28 19:58:25 main:581] : INFO : Epoch 1810 | loss: 0.0311533 | val_loss: 0.0311719 | Time: 2815.1 ms [2022-02-28 19:58:28 main:581] : INFO : Epoch 1811 | loss: 0.0311517 | val_loss: 0.0311759 | Time: 2776.79 ms [2022-02-28 19:58:31 main:581] : INFO : Epoch 1812 | loss: 0.0311468 | val_loss: 0.0311794 | Time: 2765.88 ms [2022-02-28 19:58:34 main:581] : INFO : Epoch 1813 | loss: 0.0311479 | val_loss: 0.0311873 | Time: 2771.97 ms [2022-02-28 19:58:37 main:581] : INFO : Epoch 1814 | loss: 0.0311478 | val_loss: 0.0311841 | Time: 2765.48 ms [2022-02-28 19:58:39 main:581] : INFO : Epoch 1815 | loss: 0.0311444 | val_loss: 0.0311759 | Time: 2762.96 ms [2022-02-28 19:58:42 main:581] : INFO : Epoch 1816 | loss: 0.0311443 | val_loss: 0.0311754 | Time: 2766.87 ms [2022-02-28 19:58:45 main:581] : INFO : Epoch 1817 | loss: 0.0311459 | val_loss: 0.0311843 | Time: 2754.66 ms [2022-02-28 19:58:48 main:581] : INFO : Epoch 1818 | loss: 0.0311451 | val_loss: 0.0311815 | Time: 2762.53 ms [2022-02-28 19:58:50 main:581] : INFO : Epoch 1819 | loss: 0.0311504 | val_loss: 0.0311756 | Time: 2766.49 ms [2022-02-28 19:58:53 main:581] : INFO : Epoch 1820 | loss: 0.0311455 | val_loss: 0.0311911 | Time: 2764.51 ms [2022-02-28 19:58:56 main:581] : INFO : Epoch 1821 | loss: 0.0311444 | val_loss: 0.0311804 | Time: 2764.2 ms [2022-02-28 19:58:59 main:581] : INFO : Epoch 1822 | loss: 0.0311437 | val_loss: 0.0311839 | Time: 2765.3 ms [2022-02-28 19:59:01 main:581] : INFO : Epoch 1823 | loss: 0.0311455 | val_loss: 0.0311785 | Time: 2763.47 ms [2022-02-28 19:59:04 main:581] : INFO : Epoch 1824 | loss: 0.0311435 | val_loss: 0.0311753 | Time: 2768.25 ms [2022-02-28 19:59:07 main:581] : INFO : Epoch 1825 | loss: 0.0311418 | val_loss: 0.0311805 | Time: 2763.21 ms [2022-02-28 19:59:10 main:581] : INFO : Epoch 1826 | loss: 0.0311429 | val_loss: 0.0311852 | Time: 2761.4 ms [2022-02-28 19:59:12 main:581] : INFO : Epoch 1827 | loss: 0.0311417 | val_loss: 0.0311799 | Time: 2762.33 ms [2022-02-28 19:59:15 main:581] : INFO : Epoch 1828 | loss: 0.0311447 | val_loss: 0.0311788 | Time: 2768.65 ms [2022-02-28 19:59:18 main:581] : INFO : Epoch 1829 | loss: 0.031146 | val_loss: 0.0311795 | Time: 2765.85 ms [2022-02-28 19:59:21 main:581] : INFO : Epoch 1830 | loss: 0.0311428 | val_loss: 0.0311793 | Time: 2769.66 ms [2022-02-28 19:59:24 main:581] : INFO : Epoch 1831 | loss: 0.0311432 | val_loss: 0.0311831 | Time: 2766.12 ms [2022-02-28 19:59:26 main:581] : INFO : Epoch 1832 | loss: 0.0311436 | val_loss: 0.0311861 | Time: 2765.33 ms [2022-02-28 19:59:29 main:581] : INFO : Epoch 1833 | loss: 0.0311421 | val_loss: 0.0311783 | Time: 2765.08 ms [2022-02-28 19:59:32 main:581] : INFO : Epoch 1834 | loss: 0.0311421 | val_loss: 0.0311828 | Time: 2761 ms [2022-02-28 19:59:35 main:581] : INFO : Epoch 1835 | loss: 0.0311422 | val_loss: 0.0311811 | Time: 2775.69 ms [2022-02-28 19:59:37 main:581] : INFO : Epoch 1836 | loss: 0.0311414 | val_loss: 0.0311826 | Time: 2775.1 ms [2022-02-28 19:59:40 main:581] : INFO : Epoch 1837 | loss: 0.0311432 | val_loss: 0.0311796 | Time: 2766.07 ms [2022-02-28 19:59:43 main:581] : INFO : Epoch 1838 | loss: 0.031142 | val_loss: 0.0311805 | Time: 2764.03 ms [2022-02-28 19:59:46 main:581] : INFO : Epoch 1839 | loss: 0.0311443 | val_loss: 0.0311818 | Time: 2765.6 ms [2022-02-28 19:59:48 main:581] : INFO : Epoch 1840 | loss: 0.0311466 | val_loss: 0.0311781 | Time: 2765.23 ms [2022-02-28 19:59:51 main:581] : INFO : Epoch 1841 | loss: 0.031147 | val_loss: 0.0311788 | Time: 2767.18 ms [2022-02-28 19:59:54 main:581] : INFO : Epoch 1842 | loss: 0.0311554 | val_loss: 0.0311801 | Time: 2766.01 ms [2022-02-28 19:59:57 main:581] : INFO : Epoch 1843 | loss: 0.0311542 | val_loss: 0.0311845 | Time: 2768.95 ms [2022-02-28 20:00:00 main:581] : INFO : Epoch 1844 | loss: 0.0311582 | val_loss: 0.0311767 | Time: 2769.99 ms [2022-02-28 20:00:02 main:581] : INFO : Epoch 1845 | loss: 0.0311503 | val_loss: 0.0311798 | Time: 2770.42 ms [2022-02-28 20:00:05 main:581] : INFO : Epoch 1846 | loss: 0.0311488 | val_loss: 0.0311776 | Time: 2764.7 ms [2022-02-28 20:00:08 main:581] : INFO : Epoch 1847 | loss: 0.0311494 | val_loss: 0.0311769 | Time: 2767.83 ms [2022-02-28 20:00:11 main:581] : INFO : Epoch 1848 | loss: 0.0311449 | val_loss: 0.0311878 | Time: 2772.12 ms [2022-02-28 20:00:13 main:581] : INFO : Epoch 1849 | loss: 0.0311445 | val_loss: 0.0311846 | Time: 2769.43 ms [2022-02-28 20:00:16 main:581] : INFO : Epoch 1850 | loss: 0.0311429 | val_loss: 0.0311802 | Time: 2764.59 ms [2022-02-28 20:00:19 main:581] : INFO : Epoch 1851 | loss: 0.0311451 | val_loss: 0.0311782 | Time: 2761.5 ms [2022-02-28 20:00:22 main:581] : INFO : Epoch 1852 | loss: 0.0311428 | val_loss: 0.0311779 | Time: 2770.61 ms [2022-02-28 20:00:24 main:581] : INFO : Epoch 1853 | loss: 0.0311428 | val_loss: 0.0311792 | Time: 2780.64 ms [2022-02-28 20:00:27 main:581] : INFO : Epoch 1854 | loss: 0.0311434 | val_loss: 0.0311816 | Time: 2769.76 ms [2022-02-28 20:00:30 main:581] : INFO : Epoch 1855 | loss: 0.0311449 | val_loss: 0.0311827 | Time: 2769.04 ms [2022-02-28 20:00:33 main:581] : INFO : Epoch 1856 | loss: 0.0311474 | val_loss: 0.0311811 | Time: 2761.22 ms [2022-02-28 20:00:36 main:581] : INFO : Epoch 1857 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 2764.58 ms [2022-02-28 20:00:38 main:581] : INFO : Epoch 1858 | loss: 0.0311558 | val_loss: 0.0311738 | Time: 2774.56 ms [2022-02-28 20:00:41 main:581] : INFO : Epoch 1859 | loss: 0.0311512 | val_loss: 0.0311759 | Time: 2758.63 ms [2022-02-28 20:00:44 main:581] : INFO : Epoch 1860 | loss: 0.0311476 | val_loss: 0.0311736 | Time: 2769.54 ms [2022-02-28 20:00:47 main:581] : INFO : Epoch 1861 | loss: 0.0311497 | val_loss: 0.0311776 | Time: 2767.11 ms [2022-02-28 20:00:49 main:581] : INFO : Epoch 1862 | loss: 0.0311464 | val_loss: 0.0311738 | Time: 2769.06 ms [2022-02-28 20:00:52 main:581] : INFO : Epoch 1863 | loss: 0.0311422 | val_loss: 0.0311758 | Time: 2757.98 ms [2022-02-28 20:00:55 main:581] : INFO : Epoch 1864 | loss: 0.0311428 | val_loss: 0.0311764 | Time: 2763.45 ms [2022-02-28 20:00:58 main:581] : INFO : Epoch 1865 | loss: 0.0311475 | val_loss: 0.0311813 | Time: 2787.19 ms [2022-02-28 20:01:00 main:581] : INFO : Epoch 1866 | loss: 0.031148 | val_loss: 0.0311776 | Time: 2767.48 ms [2022-02-28 20:01:03 main:581] : INFO : Epoch 1867 | loss: 0.0311465 | val_loss: 0.0311798 | Time: 2764.08 ms [2022-02-28 20:01:06 main:581] : INFO : Epoch 1868 | loss: 0.0311429 | val_loss: 0.0311755 | Time: 2760.53 ms [2022-02-28 20:01:09 main:581] : INFO : Epoch 1869 | loss: 0.0311432 | val_loss: 0.0311725 | Time: 2758.23 ms [2022-02-28 20:01:12 main:581] : INFO : Epoch 1870 | loss: 0.0311397 | val_loss: 0.0311779 | Time: 2764.34 ms [2022-02-28 20:01:14 main:581] : INFO : Epoch 1871 | loss: 0.03114 | val_loss: 0.0311843 | Time: 2762.37 ms [2022-02-28 20:01:17 main:581] : INFO : Epoch 1872 | loss: 0.031139 | val_loss: 0.0311763 | Time: 2764.68 ms [2022-02-28 20:01:20 main:581] : INFO : Epoch 1873 | loss: 0.0311397 | val_loss: 0.0311821 | Time: 2762.95 ms [2022-02-28 20:01:23 main:581] : INFO : Epoch 1874 | loss: 0.0311395 | val_loss: 0.0311847 | Time: 2759.82 ms [2022-02-28 20:01:25 main:581] : INFO : Epoch 1875 | loss: 0.0311374 | val_loss: 0.0311759 | Time: 2766.86 ms [2022-02-28 20:01:28 main:581] : INFO : Epoch 1876 | loss: 0.0311369 | val_loss: 0.031188 | Time: 2772.56 ms [2022-02-28 20:01:31 main:581] : INFO : Epoch 1877 | loss: 0.0311382 | val_loss: 0.0311818 | Time: 2766.44 ms [2022-02-28 20:01:34 main:581] : INFO : Epoch 1878 | loss: 0.0311358 | val_loss: 0.031191 | Time: 2765.46 ms [2022-02-28 20:01:36 main:581] : INFO : Epoch 1879 | loss: 0.0311368 | val_loss: 0.0311799 | Time: 2763.54 ms [2022-02-28 20:01:39 main:581] : INFO : Epoch 1880 | loss: 0.0311339 | val_loss: 0.0311803 | Time: 2766.02 ms [2022-02-28 20:01:42 main:581] : INFO : Epoch 1881 | loss: 0.0311367 | val_loss: 0.0311848 | Time: 2769.34 ms [2022-02-28 20:01:45 main:581] : INFO : Epoch 1882 | loss: 0.0311378 | val_loss: 0.0311803 | Time: 2762.49 ms [2022-02-28 20:01:47 main:581] : INFO : Epoch 1883 | loss: 0.0311343 | val_loss: 0.0311842 | Time: 2765.48 ms [2022-02-28 20:01:50 main:581] : INFO : Epoch 1884 | loss: 0.0311357 | val_loss: 0.0311805 | Time: 2768.14 ms [2022-02-28 20:01:53 main:581] : INFO : Epoch 1885 | loss: 0.0311346 | val_loss: 0.0311823 | Time: 2760.68 ms [2022-02-28 20:01:56 main:581] : INFO : Epoch 1886 | loss: 0.0311329 | val_loss: 0.0311796 | Time: 2761.85 ms [2022-02-28 20:01:59 main:581] : INFO : Epoch 1887 | loss: 0.0311324 | val_loss: 0.0311851 | Time: 2766.06 ms [2022-02-28 20:02:01 main:581] : INFO : Epoch 1888 | loss: 0.0311343 | val_loss: 0.0311878 | Time: 2770.68 ms [2022-02-28 20:02:04 main:581] : INFO : Epoch 1889 | loss: 0.0311367 | val_loss: 0.0311802 | Time: 2766.78 ms [2022-02-28 20:02:07 main:581] : INFO : Epoch 1890 | loss: 0.0311351 | val_loss: 0.0311848 | Time: 2762.46 ms [2022-02-28 20:02:10 main:581] : INFO : Epoch 1891 | loss: 0.031136 | val_loss: 0.0311843 | Time: 2764.01 ms [2022-02-28 20:02:12 main:581] : INFO : Epoch 1892 | loss: 0.0311371 | val_loss: 0.0311913 | Time: 2767.66 ms [2022-02-28 20:02:15 main:581] : INFO : Epoch 1893 | loss: 0.0311364 | val_loss: 0.0311829 | Time: 2765.12 ms [2022-02-28 20:02:18 main:581] : INFO : Epoch 1894 | loss: 0.0311375 | val_loss: 0.0311817 | Time: 2766.39 ms [2022-02-28 20:02:21 main:581] : INFO : Epoch 1895 | loss: 0.0311335 | val_loss: 0.0311932 | Time: 2765.65 ms [2022-02-28 20:02:23 main:581] : INFO : Epoch 1896 | loss: 0.0311339 | val_loss: 0.0311835 | Time: 2765.93 ms [2022-02-28 20:02:26 main:581] : INFO : Epoch 1897 | loss: 0.0311429 | val_loss: 0.0311835 | Time: 2760.13 ms [2022-02-28 20:02:29 main:581] : INFO : Epoch 1898 | loss: 0.0311376 | val_loss: 0.031185 | Time: 2768.01 ms [2022-02-28 20:02:32 main:581] : INFO : Epoch 1899 | loss: 0.0311387 | val_loss: 0.0311804 | Time: 2765.5 ms [2022-02-28 20:02:35 main:581] : INFO : Epoch 1900 | loss: 0.0311378 | val_loss: 0.0311829 | Time: 2769.38 ms [2022-02-28 20:02:37 main:581] : INFO : Epoch 1901 | loss: 0.0311346 | val_loss: 0.0311803 | Time: 2761.49 ms [2022-02-28 20:02:40 main:581] : INFO : Epoch 1902 | loss: 0.0311323 | val_loss: 0.0311896 | Time: 2775.7 ms [2022-02-28 20:02:43 main:581] : INFO : Epoch 1903 | loss: 0.0311342 | val_loss: 0.0311792 | Time: 2767.37 ms [2022-02-28 20:02:46 main:581] : INFO : Epoch 1904 | loss: 0.0311313 | val_loss: 0.0311848 | Time: 2763.25 ms [2022-02-28 20:02:48 main:581] : INFO : Epoch 1905 | loss: 0.0311331 | val_loss: 0.0311807 | Time: 2768.51 ms [2022-02-28 20:02:51 main:581] : INFO : Epoch 1906 | loss: 0.0311386 | val_loss: 0.0311836 | Time: 2771.73 ms [2022-02-28 20:02:54 main:581] : INFO : Epoch 1907 | loss: 0.0311367 | val_loss: 0.0311849 | Time: 2761.74 ms [2022-02-28 20:02:57 main:581] : INFO : Epoch 1908 | loss: 0.0311302 | val_loss: 0.0311833 | Time: 2769.64 ms [2022-02-28 20:02:59 main:581] : INFO : Epoch 1909 | loss: 0.0311306 | val_loss: 0.0311857 | Time: 2758.82 ms [2022-02-28 20:03:02 main:581] : INFO : Epoch 1910 | loss: 0.0311317 | val_loss: 0.0311929 | Time: 2763.33 ms [2022-02-28 20:03:05 main:581] : INFO : Epoch 1911 | loss: 0.0311469 | val_loss: 0.0311788 | Time: 2759.7 ms [2022-02-28 20:03:08 main:581] : INFO : Epoch 1912 | loss: 0.0311387 | val_loss: 0.0311896 | Time: 2767.44 ms [2022-02-28 20:03:10 main:581] : INFO : Epoch 1913 | loss: 0.03114 | val_loss: 0.031188 | Time: 2768.99 ms [2022-02-28 20:03:13 main:581] : INFO : Epoch 1914 | loss: 0.0311365 | val_loss: 0.0311823 | Time: 2759.9 ms [2022-02-28 20:03:16 main:581] : INFO : Epoch 1915 | loss: 0.0311341 | val_loss: 0.0311853 | Time: 2760.56 ms [2022-02-28 20:03:19 main:581] : INFO : Epoch 1916 | loss: 0.0311351 | val_loss: 0.0311798 | Time: 2760.74 ms [2022-02-28 20:03:22 main:581] : INFO : Epoch 1917 | loss: 0.0311335 | val_loss: 0.0311871 | Time: 2779.86 ms [2022-02-28 20:03:24 main:581] : INFO : Epoch 1918 | loss: 0.0311316 | val_loss: 0.0311875 | Time: 2770.4 ms [2022-02-28 20:03:27 main:581] : INFO : Epoch 1919 | loss: 0.0311314 | val_loss: 0.0311864 | Time: 2765.23 ms [2022-02-28 20:03:30 main:581] : INFO : Epoch 1920 | loss: 0.0311344 | val_loss: 0.0311936 | Time: 2765.76 ms [2022-02-28 20:03:33 main:581] : INFO : Epoch 1921 | loss: 0.0311338 | val_loss: 0.0311833 | Time: 2769.58 ms [2022-02-28 20:03:35 main:581] : INFO : Epoch 1922 | loss: 0.0311308 | val_loss: 0.0311858 | Time: 2789.29 ms [2022-02-28 20:03:38 main:581] : INFO : Epoch 1923 | loss: 0.0311292 | val_loss: 0.0311882 | Time: 2785.68 ms [2022-02-28 20:03:41 main:581] : INFO : Epoch 1924 | loss: 0.0311318 | val_loss: 0.0311818 | Time: 2786.47 ms [2022-02-28 20:03:44 main:581] : INFO : Epoch 1925 | loss: 0.0311308 | val_loss: 0.0311855 | Time: 2760.55 ms [2022-02-28 20:03:47 main:581] : INFO : Epoch 1926 | loss: 0.0311305 | val_loss: 0.0311886 | Time: 2759.79 ms [2022-02-28 20:03:49 main:581] : INFO : Epoch 1927 | loss: 0.0311288 | val_loss: 0.0311898 | Time: 2767.19 ms [2022-02-28 20:03:52 main:581] : INFO : Epoch 1928 | loss: 0.0311291 | val_loss: 0.031188 | Time: 2775.08 ms [2022-02-28 20:03:55 main:581] : INFO : Epoch 1929 | loss: 0.0311335 | val_loss: 0.0311896 | Time: 2762.26 ms [2022-02-28 20:03:58 main:581] : INFO : Epoch 1930 | loss: 0.0311313 | val_loss: 0.0311813 | Time: 2769.12 ms [2022-02-28 20:04:00 main:581] : INFO : Epoch 1931 | loss: 0.0311307 | val_loss: 0.0311886 | Time: 2762.71 ms [2022-02-28 20:04:03 main:581] : INFO : Epoch 1932 | loss: 0.03113 | val_loss: 0.0311937 | Time: 2770.08 ms [2022-02-28 20:04:06 main:581] : INFO : Epoch 1933 | loss: 0.0311262 | val_loss: 0.0311826 | Time: 2767.65 ms [2022-02-28 20:04:09 main:581] : INFO : Epoch 1934 | loss: 0.0311264 | val_loss: 0.0311957 | Time: 2767.7 ms [2022-02-28 20:04:11 main:581] : INFO : Epoch 1935 | loss: 0.0311246 | val_loss: 0.0311883 | Time: 2761.97 ms [2022-02-28 20:04:14 main:581] : INFO : Epoch 1936 | loss: 0.0311275 | val_loss: 0.0311807 | Time: 2758.15 ms [2022-02-28 20:04:17 main:581] : INFO : Epoch 1937 | loss: 0.0311316 | val_loss: 0.0311857 | Time: 2764.6 ms [2022-02-28 20:04:20 main:581] : INFO : Epoch 1938 | loss: 0.0311322 | val_loss: 0.0311851 | Time: 2765.23 ms [2022-02-28 20:04:22 main:581] : INFO : Epoch 1939 | loss: 0.0311387 | val_loss: 0.031185 | Time: 2768.05 ms [2022-02-28 20:04:25 main:581] : INFO : Epoch 1940 | loss: 0.0311462 | val_loss: 0.0311803 | Time: 2766.04 ms [2022-02-28 20:04:28 main:581] : INFO : Epoch 1941 | loss: 0.0311412 | val_loss: 0.0311885 | Time: 2757.63 ms [2022-02-28 20:04:31 main:581] : INFO : Epoch 1942 | loss: 0.0311403 | val_loss: 0.0311809 | Time: 2755.4 ms [2022-02-28 20:04:34 main:581] : INFO : Epoch 1943 | loss: 0.0311374 | val_loss: 0.0311871 | Time: 2765.92 ms [2022-02-28 20:04:36 main:581] : INFO : Epoch 1944 | loss: 0.0311396 | val_loss: 0.0311845 | Time: 2764.11 ms [2022-02-28 20:04:39 main:581] : INFO : Epoch 1945 | loss: 0.031137 | val_loss: 0.0311834 | Time: 2775.9 ms [2022-02-28 20:04:42 main:581] : INFO : Epoch 1946 | loss: 0.0311338 | val_loss: 0.0311866 | Time: 2770.31 ms [2022-02-28 20:04:45 main:581] : INFO : Epoch 1947 | loss: 0.0311324 | val_loss: 0.0311811 | Time: 2762.03 ms [2022-02-28 20:04:47 main:581] : INFO : Epoch 1948 | loss: 0.0311285 | val_loss: 0.031183 | Time: 2758.23 ms [2022-02-28 20:04:50 main:581] : INFO : Epoch 1949 | loss: 0.0311306 | val_loss: 0.0311845 | Time: 2760.81 ms [2022-02-28 20:04:53 main:581] : INFO : Epoch 1950 | loss: 0.0311322 | val_loss: 0.0311874 | Time: 2766.18 ms [2022-02-28 20:04:56 main:581] : INFO : Epoch 1951 | loss: 0.0311294 | val_loss: 0.0311904 | Time: 2768.38 ms [2022-02-28 20:04:58 main:581] : INFO : Epoch 1952 | loss: 0.0311282 | val_loss: 0.03119 | Time: 2754.01 ms [2022-02-28 20:05:01 main:581] : INFO : Epoch 1953 | loss: 0.031131 | val_loss: 0.0311928 | Time: 2761.02 ms [2022-02-28 20:05:04 main:581] : INFO : Epoch 1954 | loss: 0.031131 | val_loss: 0.0311909 | Time: 2756.31 ms [2022-02-28 20:05:07 main:581] : INFO : Epoch 1955 | loss: 0.0311274 | val_loss: 0.0311836 | Time: 2761.33 ms [2022-02-28 20:05:09 main:581] : INFO : Epoch 1956 | loss: 0.0311255 | val_loss: 0.0312042 | Time: 2760.53 ms [2022-02-28 20:05:12 main:581] : INFO : Epoch 1957 | loss: 0.0311258 | val_loss: 0.0311839 | Time: 2762.47 ms [2022-02-28 20:05:15 main:581] : INFO : Epoch 1958 | loss: 0.0311245 | val_loss: 0.0311894 | Time: 2759.07 ms [2022-02-28 20:05:18 main:581] : INFO : Epoch 1959 | loss: 0.0311285 | val_loss: 0.0311955 | Time: 2767.43 ms [2022-02-28 20:05:21 main:581] : INFO : Epoch 1960 | loss: 0.0311255 | val_loss: 0.031188 | Time: 2768.72 ms [2022-02-28 20:05:23 main:581] : INFO : Epoch 1961 | loss: 0.0311261 | val_loss: 0.0311878 | Time: 2767.04 ms [2022-02-28 20:05:26 main:581] : INFO : Epoch 1962 | loss: 0.0311252 | val_loss: 0.0311964 | Time: 2767.4 ms [2022-02-28 20:05:29 main:581] : INFO : Epoch 1963 | loss: 0.0311225 | val_loss: 0.0311953 | Time: 2755.29 ms [2022-02-28 20:05:32 main:581] : INFO : Epoch 1964 | loss: 0.0311228 | val_loss: 0.0311865 | Time: 2760.68 ms [2022-02-28 20:05:34 main:581] : INFO : Epoch 1965 | loss: 0.0311247 | val_loss: 0.03119 | Time: 2767.37 ms [2022-02-28 20:05:37 main:581] : INFO : Epoch 1966 | loss: 0.0311256 | val_loss: 0.0311987 | Time: 2768.29 ms [2022-02-28 20:05:40 main:581] : INFO : Epoch 1967 | loss: 0.0311386 | val_loss: 0.031184 | Time: 2769.25 ms [2022-02-28 20:05:43 main:581] : INFO : Epoch 1968 | loss: 0.0311381 | val_loss: 0.0311915 | Time: 2775.03 ms [2022-02-28 20:05:45 main:581] : INFO : Epoch 1969 | loss: 0.031131 | val_loss: 0.031185 | Time: 2757.44 ms [2022-02-28 20:05:48 main:581] : INFO : Epoch 1970 | loss: 0.0311307 | val_loss: 0.031183 | Time: 2765.21 ms [2022-02-28 20:05:51 main:581] : INFO : Epoch 1971 | loss: 0.0311321 | val_loss: 0.0311836 | Time: 2759.5 ms [2022-02-28 20:05:54 main:581] : INFO : Epoch 1972 | loss: 0.0311263 | val_loss: 0.0311877 | Time: 2756.22 ms [2022-02-28 20:05:56 main:581] : INFO : Epoch 1973 | loss: 0.0311305 | val_loss: 0.0311883 | Time: 2765.43 ms [2022-02-28 20:05:59 main:581] : INFO : Epoch 1974 | loss: 0.0311285 | val_loss: 0.0311921 | Time: 2765.3 ms [2022-02-28 20:06:02 main:581] : INFO : Epoch 1975 | loss: 0.0311295 | val_loss: 0.0311855 | Time: 2761 ms [2022-02-28 20:06:05 main:581] : INFO : Epoch 1976 | loss: 0.0311237 | val_loss: 0.0311904 | Time: 2768.61 ms [2022-02-28 20:06:08 main:581] : INFO : Epoch 1977 | loss: 0.031125 | val_loss: 0.031187 | Time: 2765.43 ms [2022-02-28 20:06:10 main:581] : INFO : Epoch 1978 | loss: 0.0311253 | val_loss: 0.0311878 | Time: 2765.71 ms [2022-02-28 20:06:13 main:581] : INFO : Epoch 1979 | loss: 0.031125 | val_loss: 0.0311913 | Time: 2774.2 ms [2022-02-28 20:06:16 main:581] : INFO : Epoch 1980 | loss: 0.0311223 | val_loss: 0.0311915 | Time: 2759.46 ms [2022-02-28 20:06:19 main:581] : INFO : Epoch 1981 | loss: 0.031127 | val_loss: 0.0311964 | Time: 2757.14 ms [2022-02-28 20:06:21 main:581] : INFO : Epoch 1982 | loss: 0.0311214 | val_loss: 0.0311854 | Time: 2766.01 ms [2022-02-28 20:06:24 main:581] : INFO : Epoch 1983 | loss: 0.0311223 | val_loss: 0.0311887 | Time: 2769.61 ms [2022-02-28 20:06:27 main:581] : INFO : Epoch 1984 | loss: 0.0311199 | val_loss: 0.0311889 | Time: 2765.46 ms [2022-02-28 20:06:30 main:581] : INFO : Epoch 1985 | loss: 0.0311162 | val_loss: 0.0311866 | Time: 2763.83 ms [2022-02-28 20:06:32 main:581] : INFO : Epoch 1986 | loss: 0.0311159 | val_loss: 0.0311963 | Time: 2760.53 ms [2022-02-28 20:06:35 main:581] : INFO : Epoch 1987 | loss: 0.0311189 | val_loss: 0.0312011 | Time: 2758.29 ms [2022-02-28 20:06:38 main:581] : INFO : Epoch 1988 | loss: 0.0311193 | val_loss: 0.0311838 | Time: 2769.76 ms [2022-02-28 20:06:41 main:581] : INFO : Epoch 1989 | loss: 0.0311215 | val_loss: 0.0311918 | Time: 2768.07 ms [2022-02-28 20:06:43 main:581] : INFO : Epoch 1990 | loss: 0.0311216 | val_loss: 0.0311841 | Time: 2759.88 ms [2022-02-28 20:06:46 main:581] : INFO : Epoch 1991 | loss: 0.0311241 | val_loss: 0.0311969 | Time: 2764.36 ms [2022-02-28 20:06:49 main:581] : INFO : Epoch 1992 | loss: 0.0311343 | val_loss: 0.0311835 | Time: 2759.77 ms [2022-02-28 20:06:52 main:581] : INFO : Epoch 1993 | loss: 0.0311439 | val_loss: 0.0311813 | Time: 2762.05 ms [2022-02-28 20:06:55 main:581] : INFO : Epoch 1994 | loss: 0.0311403 | val_loss: 0.031185 | Time: 2762.33 ms [2022-02-28 20:06:57 main:581] : INFO : Epoch 1995 | loss: 0.031145 | val_loss: 0.0311846 | Time: 2756.65 ms [2022-02-28 20:07:00 main:581] : INFO : Epoch 1996 | loss: 0.031145 | val_loss: 0.031178 | Time: 2761.27 ms [2022-02-28 20:07:03 main:581] : INFO : Epoch 1997 | loss: 0.0311376 | val_loss: 0.0311813 | Time: 2766.83 ms [2022-02-28 20:07:06 main:581] : INFO : Epoch 1998 | loss: 0.0311353 | val_loss: 0.031186 | Time: 2768.29 ms [2022-02-28 20:07:08 main:581] : INFO : Epoch 1999 | loss: 0.0311332 | val_loss: 0.0311803 | Time: 2761.26 ms [2022-02-28 20:07:11 main:581] : INFO : Epoch 2000 | loss: 0.0311326 | val_loss: 0.0311816 | Time: 2763.51 ms [2022-02-28 20:07:14 main:581] : INFO : Epoch 2001 | loss: 0.0311346 | val_loss: 0.0311791 | Time: 2761.35 ms [2022-02-28 20:07:17 main:581] : INFO : Epoch 2002 | loss: 0.0311321 | val_loss: 0.0311827 | Time: 2760.95 ms [2022-02-28 20:07:19 main:581] : INFO : Epoch 2003 | loss: 0.0311289 | val_loss: 0.0311808 | Time: 2766.89 ms [2022-02-28 20:07:22 main:581] : INFO : Epoch 2004 | loss: 0.0311285 | val_loss: 0.0311849 | Time: 2763.49 ms [2022-02-28 20:07:25 main:581] : INFO : Epoch 2005 | loss: 0.0311229 | val_loss: 0.0311876 | Time: 2767.92 ms [2022-02-28 20:07:28 main:581] : INFO : Epoch 2006 | loss: 0.0311236 | val_loss: 0.0311857 | Time: 2765.51 ms [2022-02-28 20:07:30 main:581] : INFO : Epoch 2007 | loss: 0.0311229 | val_loss: 0.0311904 | Time: 2761.85 ms [2022-02-28 20:07:33 main:581] : INFO : Epoch 2008 | loss: 0.0311192 | val_loss: 0.0311968 | Time: 2760.29 ms [2022-02-28 20:07:36 main:581] : INFO : Epoch 2009 | loss: 0.0311207 | val_loss: 0.0311893 | Time: 2759.42 ms [2022-02-28 20:07:39 main:581] : INFO : Epoch 2010 | loss: 0.0311197 | val_loss: 0.0311836 | Time: 2755.15 ms [2022-02-28 20:07:41 main:581] : INFO : Epoch 2011 | loss: 0.0311192 | val_loss: 0.0311852 | Time: 2769.98 ms [2022-02-28 20:07:44 main:581] : INFO : Epoch 2012 | loss: 0.0311169 | val_loss: 0.0311942 | Time: 2769.97 ms [2022-02-28 20:07:47 main:581] : INFO : Epoch 2013 | loss: 0.0311169 | val_loss: 0.0311897 | Time: 2762.24 ms [2022-02-28 20:07:50 main:581] : INFO : Epoch 2014 | loss: 0.0311209 | val_loss: 0.0311967 | Time: 2755.9 ms [2022-02-28 20:07:53 main:581] : INFO : Epoch 2015 | loss: 0.0311353 | val_loss: 0.0311966 | Time: 2763.39 ms [2022-02-28 20:07:55 main:581] : INFO : Epoch 2016 | loss: 0.0311289 | val_loss: 0.0311787 | Time: 2760.51 ms [2022-02-28 20:07:58 main:581] : INFO : Epoch 2017 | loss: 0.0311302 | val_loss: 0.0311951 | Time: 2759.94 ms [2022-02-28 20:08:01 main:581] : INFO : Epoch 2018 | loss: 0.031129 | val_loss: 0.0311826 | Time: 2758.89 ms [2022-02-28 20:08:04 main:581] : INFO : Epoch 2019 | loss: 0.0311289 | val_loss: 0.0311865 | Time: 2763.54 ms [2022-02-28 20:08:06 main:581] : INFO : Epoch 2020 | loss: 0.0311285 | val_loss: 0.0312039 | Time: 2767.95 ms [2022-02-28 20:08:09 main:581] : INFO : Epoch 2021 | loss: 0.0311386 | val_loss: 0.0311807 | Time: 2769.02 ms [2022-02-28 20:08:12 main:581] : INFO : Epoch 2022 | loss: 0.0311352 | val_loss: 0.0311891 | Time: 2763.78 ms [2022-02-28 20:08:15 main:581] : INFO : Epoch 2023 | loss: 0.0311278 | val_loss: 0.0311865 | Time: 2764.97 ms [2022-02-28 20:08:17 main:581] : INFO : Epoch 2024 | loss: 0.0311295 | val_loss: 0.031182 | Time: 2767.03 ms [2022-02-28 20:08:20 main:581] : INFO : Epoch 2025 | loss: 0.0311218 | val_loss: 0.0311865 | Time: 2760.97 ms [2022-02-28 20:08:23 main:581] : INFO : Epoch 2026 | loss: 0.0311194 | val_loss: 0.0311834 | Time: 2767.94 ms [2022-02-28 20:08:26 main:581] : INFO : Epoch 2027 | loss: 0.0311161 | val_loss: 0.0311933 | Time: 2762.26 ms [2022-02-28 20:08:28 main:581] : INFO : Epoch 2028 | loss: 0.0311172 | val_loss: 0.0311858 | Time: 2760.91 ms [2022-02-28 20:08:31 main:581] : INFO : Epoch 2029 | loss: 0.0311194 | val_loss: 0.0311852 | Time: 2763.68 ms [2022-02-28 20:08:34 main:581] : INFO : Epoch 2030 | loss: 0.0311301 | val_loss: 0.0311862 | Time: 2762.31 ms [2022-02-28 20:08:37 main:581] : INFO : Epoch 2031 | loss: 0.0311252 | val_loss: 0.031186 | Time: 2770.51 ms [2022-02-28 20:08:40 main:581] : INFO : Epoch 2032 | loss: 0.0311225 | val_loss: 0.0311885 | Time: 2767.09 ms [2022-02-28 20:08:42 main:581] : INFO : Epoch 2033 | loss: 0.0311205 | val_loss: 0.0311862 | Time: 2759.25 ms [2022-02-28 20:08:45 main:581] : INFO : Epoch 2034 | loss: 0.0311242 | val_loss: 0.0311886 | Time: 2756.44 ms [2022-02-28 20:08:48 main:581] : INFO : Epoch 2035 | loss: 0.0311236 | val_loss: 0.0311868 | Time: 2760.03 ms [2022-02-28 20:08:51 main:581] : INFO : Epoch 2036 | loss: 0.0311231 | val_loss: 0.0311913 | Time: 2763.76 ms [2022-02-28 20:08:53 main:581] : INFO : Epoch 2037 | loss: 0.0311255 | val_loss: 0.0311858 | Time: 2764.7 ms [2022-02-28 20:08:56 main:581] : INFO : Epoch 2038 | loss: 0.031122 | val_loss: 0.0312037 | Time: 2771.17 ms [2022-02-28 20:08:59 main:581] : INFO : Epoch 2039 | loss: 0.0311259 | val_loss: 0.0312022 | Time: 2768.21 ms [2022-02-28 20:09:02 main:581] : INFO : Epoch 2040 | loss: 0.0311291 | val_loss: 0.0311895 | Time: 2761.22 ms [2022-02-28 20:09:04 main:581] : INFO : Epoch 2041 | loss: 0.0311222 | val_loss: 0.0311882 | Time: 2759.79 ms [2022-02-28 20:09:07 main:581] : INFO : Epoch 2042 | loss: 0.0311252 | val_loss: 0.0311872 | Time: 2764.12 ms [2022-02-28 20:09:10 main:581] : INFO : Epoch 2043 | loss: 0.0311204 | val_loss: 0.0311942 | Time: 2764.64 ms [2022-02-28 20:09:13 main:581] : INFO : Epoch 2044 | loss: 0.031143 | val_loss: 0.0311837 | Time: 2764.13 ms [2022-02-28 20:09:15 main:581] : INFO : Epoch 2045 | loss: 0.0311501 | val_loss: 0.0311793 | Time: 2771.76 ms [2022-02-28 20:09:18 main:581] : INFO : Epoch 2046 | loss: 0.0311362 | val_loss: 0.0311775 | Time: 2759.49 ms [2022-02-28 20:09:21 main:581] : INFO : Epoch 2047 | loss: 0.0311342 | val_loss: 0.0311851 | Time: 2757.21 ms [2022-02-28 20:09:24 main:581] : INFO : Epoch 2048 | loss: 0.0311377 | val_loss: 0.0311837 | Time: 2762.14 ms [2022-02-28 20:09:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311837 [2022-02-28 20:09:24 main:610] : INFO : Saving end state to config to file [2022-02-28 20:09:24 main:615] : INFO : Success, exiting.. 20:09:24 (775568): 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)