Task 6091774
| Name | ParityMachine-1627362667-28641-0_0 |
| Workunit | 3891240 |
| Created | 27 Jul 2021, 5:11:12 UTC |
| Sent | 28 Jul 2021, 5:19:17 UTC |
| Report deadline | 5 Aug 2021, 5:19:17 UTC |
| Received | 29 Jul 2021, 15:18:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 48 min 53 sec |
| CPU time | 46 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,807.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1 main:574] : INFO : Epoch 1542 | loss: 0.0310977 | val_loss: 0.0312062 | Time: 1373.97 ms [2021-07-29 11:06:53 main:574] : INFO : Epoch 1543 | loss: 0.0310947 | val_loss: 0.0312163 | Time: 1369.79 ms [2021-07-29 11:06:54 main:574] : INFO : Epoch 1544 | loss: 0.0310947 | val_loss: 0.0312017 | Time: 1376.72 ms [2021-07-29 11:06:56 main:574] : INFO : Epoch 1545 | loss: 0.0311007 | val_loss: 0.0312174 | Time: 1375.75 ms [2021-07-29 11:06:57 main:574] : INFO : Epoch 1546 | loss: 0.0310985 | val_loss: 0.0312103 | Time: 1373.38 ms [2021-07-29 11:06:58 main:574] : INFO : Epoch 1547 | loss: 0.0311019 | val_loss: 0.0311989 | Time: 1377.65 ms [2021-07-29 11:07:00 main:574] : INFO : Epoch 1548 | loss: 0.0311025 | val_loss: 0.031214 | Time: 1373.21 ms [2021-07-29 11:07:01 main:574] : INFO : Epoch 1549 | loss: 0.0311029 | val_loss: 0.0312006 | Time: 1371.2 ms [2021-07-29 11:07:03 main:574] : INFO : Epoch 1550 | loss: 0.0310995 | val_loss: 0.0312034 | Time: 1378.94 ms [2021-07-29 11:07:04 main:574] : INFO : Epoch 1551 | loss: 0.0310988 | val_loss: 0.0312049 | Time: 1376.66 ms [2021-07-29 11:07:05 main:574] : INFO : Epoch 1552 | loss: 0.0310926 | val_loss: 0.0312151 | Time: 1381.36 ms [2021-07-29 11:07:07 main:574] : INFO : Epoch 1553 | loss: 0.031098 | val_loss: 0.0312115 | Time: 1374.91 ms [2021-07-29 11:07:08 main:574] : INFO : Epoch 1554 | loss: 0.0310995 | val_loss: 0.031207 | Time: 1373.37 ms [2021-07-29 11:07:10 main:574] : INFO : Epoch 1555 | loss: 0.031096 | val_loss: 0.0312101 | Time: 1376.4 ms [2021-07-29 11:07:11 main:574] : INFO : Epoch 1556 | loss: 0.0310942 | val_loss: 0.0312201 | Time: 1374.17 ms [2021-07-29 11:07:12 main:574] : INFO : Epoch 1557 | loss: 0.0310967 | val_loss: 0.0312028 | Time: 1372.5 ms [2021-07-29 11:07:14 main:574] : INFO : Epoch 1558 | loss: 0.0311022 | val_loss: 0.0312097 | Time: 1374.66 ms [2021-07-29 11:07:15 main:574] : INFO : Epoch 1559 | loss: 0.0311107 | val_loss: 0.0312015 | Time: 1377.75 ms [2021-07-29 11:07:17 main:574] : INFO : Epoch 1560 | loss: 0.0311053 | val_loss: 0.0312059 | Time: 1375.79 ms [2021-07-29 11:07:18 main:574] : INFO : Epoch 1561 | loss: 0.0311025 | val_loss: 0.0311922 | Time: 1378.11 ms [2021-07-29 11:07:19 main:574] : INFO : Epoch 1562 | loss: 0.0310955 | val_loss: 0.0312123 | Time: 1375.05 ms [2021-07-29 11:07:21 main:574] : INFO : Epoch 1563 | loss: 0.0310963 | val_loss: 0.0311989 | Time: 1375.09 ms [2021-07-29 11:07:22 main:574] : INFO : Epoch 1564 | loss: 0.0310939 | val_loss: 0.0312089 | Time: 1377.91 ms [2021-07-29 11:07:24 main:574] : INFO : Epoch 1565 | loss: 0.0310916 | val_loss: 0.031205 | Time: 1373.02 ms [2021-07-29 11:07:25 main:574] : INFO : Epoch 1566 | loss: 0.0311026 | val_loss: 0.0312046 | Time: 1374.12 ms [2021-07-29 11:07:26 main:574] : INFO : Epoch 1567 | loss: 0.0311026 | val_loss: 0.0312029 | Time: 1374.16 ms [2021-07-29 11:07:28 main:574] : INFO : Epoch 1568 | loss: 0.031113 | val_loss: 0.0311963 | Time: 1373.77 ms [2021-07-29 11:07:29 main:574] : INFO : Epoch 1569 | loss: 0.03111 | val_loss: 0.0311976 | Time: 1375.05 ms [2021-07-29 11:07:31 main:574] : INFO : Epoch 1570 | loss: 0.0311102 | val_loss: 0.0312022 | Time: 1385.08 ms [2021-07-29 11:07:32 main:574] : INFO : Epoch 1571 | loss: 0.0311081 | val_loss: 0.0312024 | Time: 1376.42 ms [2021-07-29 11:07:33 main:574] : INFO : Epoch 1572 | loss: 0.031099 | val_loss: 0.03121 | Time: 1378.1 ms [2021-07-29 11:07:35 main:574] : INFO : Epoch 1573 | loss: 0.0310978 | val_loss: 0.031207 | Time: 1371.44 ms [2021-07-29 11:07:36 main:574] : INFO : Epoch 1574 | loss: 0.0310975 | val_loss: 0.0312085 | Time: 1378.09 ms [2021-07-29 11:07:37 main:574] : INFO : Epoch 1575 | loss: 0.0310988 | val_loss: 0.0312093 | Time: 1372.99 ms [2021-07-29 11:07:39 main:574] : INFO : Epoch 1576 | loss: 0.0311002 | val_loss: 0.0312033 | Time: 1375.97 ms [2021-07-29 11:07:40 main:574] : INFO : Epoch 1577 | loss: 0.0311004 | val_loss: 0.0312056 | Time: 1373.25 ms [2021-07-29 11:07:42 main:574] : INFO : Epoch 1578 | loss: 0.0310933 | val_loss: 0.0312144 | Time: 1375.12 ms [2021-07-29 11:07:43 main:574] : INFO : Epoch 1579 | loss: 0.0311022 | val_loss: 0.0312074 | Time: 1374.49 ms [2021-07-29 11:07:44 main:574] : INFO : Epoch 1580 | loss: 0.0311006 | val_loss: 0.0312182 | Time: 1375.88 ms [2021-07-29 11:07:46 main:574] : INFO : Epoch 1581 | loss: 0.0311065 | val_loss: 0.0312127 | Time: 1372.96 ms [2021-07-29 11:07:47 main:574] : INFO : Epoch 1582 | loss: 0.0310994 | val_loss: 0.0312161 | Time: 1374.64 ms [2021-07-29 11:07:49 main:574] : INFO : Epoch 1583 | loss: 0.031098 | val_loss: 0.0312101 | Time: 1374.81 ms [2021-07-29 11:07:50 main:574] : INFO : Epoch 1584 | loss: 0.0310944 | val_loss: 0.031217 | Time: 1373.54 ms [2021-07-29 11:07:51 main:574] : INFO : Epoch 1585 | loss: 0.0310857 | val_loss: 0.0312051 | Time: 1383.1 ms [2021-07-29 11:07:53 main:574] : INFO : Epoch 1586 | loss: 0.0310946 | val_loss: 0.0312182 | Time: 1378 ms [2021-07-29 11:07:54 main:574] : INFO : Epoch 1587 | loss: 0.0310964 | val_loss: 0.0312089 | Time: 1372.56 ms [2021-07-29 11:07:56 main:574] : INFO : Epoch 1588 | loss: 0.0311014 | val_loss: 0.0312039 | Time: 1374.21 ms [2021-07-29 11:07:57 main:574] : INFO : Epoch 1589 | loss: 0.0310997 | val_loss: 0.0312089 | Time: 1373.27 ms [2021-07-29 11:07:58 main:574] : INFO : Epoch 1590 | loss: 0.0310953 | val_loss: 0.0312074 | Time: 1368.39 ms [2021-07-29 11:08:00 main:574] : INFO : Epoch 1591 | loss: 0.0311014 | val_loss: 0.0312181 | Time: 1375.06 ms [2021-07-29 11:08:01 main:574] : INFO : Epoch 1592 | loss: 0.0311087 | val_loss: 0.0312074 | Time: 1377.52 ms [2021-07-29 11:08:03 main:574] : INFO : Epoch 1593 | loss: 0.0311016 | val_loss: 0.0311983 | Time: 1365.02 ms [2021-07-29 11:08:04 main:574] : INFO : Epoch 1594 | loss: 0.0311041 | val_loss: 0.0312061 | Time: 1374.28 ms [2021-07-29 11:08:05 main:574] : INFO : Epoch 1595 | loss: 0.0311002 | val_loss: 0.0312152 | Time: 1373.62 ms [2021-07-29 11:08:07 main:574] : INFO : Epoch 1596 | loss: 0.0310962 | val_loss: 0.0312158 | Time: 1374.08 ms [2021-07-29 11:08:08 main:574] : INFO : Epoch 1597 | loss: 0.0311003 | val_loss: 0.0311977 | Time: 1375.61 ms [2021-07-29 11:08:10 main:574] : INFO : Epoch 1598 | loss: 0.0311006 | val_loss: 0.0312001 | Time: 1375.25 ms [2021-07-29 11:08:11 main:574] : INFO : Epoch 1599 | loss: 0.0310957 | val_loss: 0.0312115 | Time: 1373.67 ms [2021-07-29 11:08:12 main:574] : INFO : Epoch 1600 | loss: 0.0310997 | val_loss: 0.0311999 | Time: 1376.38 ms [2021-07-29 11:08:14 main:574] : INFO : Epoch 1601 | loss: 0.0310989 | val_loss: 0.0312014 | Time: 1368.69 ms [2021-07-29 11:08:15 main:574] : INFO : Epoch 1602 | loss: 0.031093 | val_loss: 0.0312112 | Time: 1375.25 ms [2021-07-29 11:08:17 main:574] : INFO : Epoch 1603 | loss: 0.0310965 | val_loss: 0.0312178 | Time: 1377.65 ms [2021-07-29 11:08:18 main:574] : INFO : Epoch 1604 | loss: 0.0310978 | val_loss: 0.0312032 | Time: 1373.43 ms [2021-07-29 11:08:19 main:574] : INFO : Epoch 1605 | loss: 0.0310991 | val_loss: 0.031211 | Time: 1372.26 ms [2021-07-29 11:08:21 main:574] : INFO : Epoch 1606 | loss: 0.0311002 | val_loss: 0.031207 | Time: 1369.46 ms [2021-07-29 11:08:22 main:574] : INFO : Epoch 1607 | loss: 0.0311012 | val_loss: 0.0312057 | Time: 1376.4 ms [2021-07-29 11:08:24 main:574] : INFO : Epoch 1608 | loss: 0.0311009 | val_loss: 0.0312102 | Time: 1374.87 ms [2021-07-29 11:08:25 main:574] : INFO : Epoch 1609 | loss: 0.0310974 | val_loss: 0.0312154 | Time: 1373.76 ms [2021-07-29 11:08:26 main:574] : INFO : Epoch 1610 | loss: 0.0310921 | val_loss: 0.031213 | Time: 1378.45 ms [2021-07-29 11:08:28 main:574] : INFO : Epoch 1611 | loss: 0.0310913 | val_loss: 0.031218 | Time: 1381.74 ms [2021-07-29 11:08:29 main:574] : INFO : Epoch 1612 | loss: 0.0310977 | val_loss: 0.0312185 | Time: 1387.5 ms [2021-07-29 11:08:31 main:574] : INFO : Epoch 1613 | loss: 0.031099 | val_loss: 0.0312103 | Time: 1374.89 ms [2021-07-29 11:08:32 main:574] : INFO : Epoch 1614 | loss: 0.0310934 | val_loss: 0.0312107 | Time: 1375.14 ms [2021-07-29 11:08:33 main:574] : INFO : Epoch 1615 | loss: 0.031094 | val_loss: 0.0311964 | Time: 1371.25 ms [2021-07-29 11:08:35 main:574] : INFO : Epoch 1616 | loss: 0.0310978 | val_loss: 0.0312254 | Time: 1372.35 ms [2021-07-29 11:08:36 main:574] : INFO : Epoch 1617 | loss: 0.0334958 | val_loss: 0.0333618 | Time: 1374.17 ms [2021-07-29 11:08:38 main:574] : INFO : Epoch 1618 | loss: 0.0382579 | val_loss: 0.0319042 | Time: 1374.1 ms [2021-07-29 11:08:39 main:574] : INFO : Epoch 1619 | loss: 0.0326937 | val_loss: 0.0318446 | Time: 1371.18 ms [2021-07-29 11:08:40 main:574] : INFO : Epoch 1620 | loss: 0.0314829 | val_loss: 0.0313288 | Time: 1376.1 ms [2021-07-29 11:08:42 main:574] : INFO : Epoch 1621 | loss: 0.0312864 | val_loss: 0.0312612 | Time: 1374.97 ms [2021-07-29 11:08:43 main:574] : INFO : Epoch 1622 | loss: 0.0312572 | val_loss: 0.0312517 | Time: 1377.39 ms [2021-07-29 11:08:45 main:574] : INFO : Epoch 1623 | loss: 0.0312505 | val_loss: 0.031249 | Time: 1375.7 ms [2021-07-29 11:08:46 main:574] : INFO : Epoch 1624 | loss: 0.0312488 | val_loss: 0.031248 | Time: 1377.63 ms [2021-07-29 11:08:47 main:574] : INFO : Epoch 1625 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1374.57 ms [2021-07-29 11:08:49 main:574] : INFO : Epoch 1626 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1375.98 ms [2021-07-29 11:08:50 main:574] : INFO : Epoch 1627 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1376.16 ms [2021-07-29 11:08:52 main:574] : INFO : Epoch 1628 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 1374.11 ms [2021-07-29 11:08:53 main:574] : INFO : Epoch 1629 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1375.1 ms [2021-07-29 11:08:54 main:574] : INFO : Epoch 1630 | loss: 0.0312436 | val_loss: 0.0312445 | Time: 1375.93 ms [2021-07-29 11:08:56 main:574] : INFO : Epoch 1631 | loss: 0.0312431 | val_loss: 0.031242 | Time: 1372.88 ms [2021-07-29 11:08:57 main:574] : INFO : Epoch 1632 | loss: 0.0312411 | val_loss: 0.0312396 | Time: 1377.27 ms [2021-07-29 11:08:59 main:574] : INFO : Epoch 1633 | loss: 0.0312397 | val_loss: 0.0312389 | Time: 1374.86 ms [2021-07-29 11:09:00 main:574] : INFO : Epoch 1634 | loss: 0.0312376 | val_loss: 0.0312375 | Time: 1373.16 ms [2021-07-29 11:09:01 main:574] : INFO : Epoch 1635 | loss: 0.0312362 | val_loss: 0.0312351 | Time: 1393.87 ms [2021-07-29 11:09:03 main:574] : INFO : Epoch 1636 | loss: 0.0312347 | val_loss: 0.0312337 | Time: 1373.72 ms [2021-07-29 11:09:04 main:574] : INFO : Epoch 1637 | loss: 0.0312316 | val_loss: 0.0312296 | Time: 1367.94 ms [2021-07-29 11:09:06 main:574] : INFO : Epoch 1638 | loss: 0.0312281 | val_loss: 0.0312288 | Time: 1371.45 ms [2021-07-29 11:09:07 main:574] : INFO : Epoch 1639 | loss: 0.0312253 | val_loss: 0.0312228 | Time: 1376.15 ms [2021-07-29 11:09:08 main:574] : INFO : Epoch 1640 | loss: 0.0312219 | val_loss: 0.0312203 | Time: 1374.88 ms [2021-07-29 11:09:10 main:574] : INFO : Epoch 1641 | loss: 0.0312191 | val_loss: 0.0312253 | Time: 1374.43 ms [2021-07-29 11:09:11 main:574] : INFO : Epoch 1642 | loss: 0.0312135 | val_loss: 0.0312167 | Time: 1375.17 ms [2021-07-29 11:09:13 main:574] : INFO : Epoch 1643 | loss: 0.0312044 | val_loss: 0.0312005 | Time: 1377.25 ms [2021-07-29 11:09:14 main:574] : INFO : Epoch 1644 | loss: 0.0311961 | val_loss: 0.0311985 | Time: 1370.61 ms [2021-07-29 11:09:15 main:574] : INFO : Epoch 1645 | loss: 0.0311945 | val_loss: 0.0311885 | Time: 1374.92 ms [2021-07-29 11:09:17 main:574] : INFO : Epoch 1646 | loss: 0.0311893 | val_loss: 0.0311947 | Time: 1374.01 ms [2021-07-29 11:09:18 main:574] : INFO : Epoch 1647 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 1373.67 ms [2021-07-29 11:09:20 main:574] : INFO : Epoch 1648 | loss: 0.0311822 | val_loss: 0.0311805 | Time: 1373.37 ms [2021-07-29 11:09:21 main:574] : INFO : Epoch 1649 | loss: 0.0311808 | val_loss: 0.0311789 | Time: 1374.25 ms [2021-07-29 11:09:22 main:574] : INFO : Epoch 1650 | loss: 0.0311779 | val_loss: 0.0311759 | Time: 1388.14 ms [2021-07-29 11:09:24 main:574] : INFO : Epoch 1651 | loss: 0.0311754 | val_loss: 0.0311756 | Time: 1371.88 ms [2021-07-29 11:09:25 main:574] : INFO : Epoch 1652 | loss: 0.0311751 | val_loss: 0.0311759 | Time: 1372.42 ms [2021-07-29 11:09:27 main:574] : INFO : Epoch 1653 | loss: 0.0311768 | val_loss: 0.031178 | Time: 1376.29 ms [2021-07-29 11:09:28 main:574] : INFO : Epoch 1654 | loss: 0.0311738 | val_loss: 0.0311747 | Time: 1376.31 ms [2021-07-29 11:09:29 main:574] : INFO : Epoch 1655 | loss: 0.0311753 | val_loss: 0.0311737 | Time: 1373.26 ms [2021-07-29 11:09:31 main:574] : INFO : Epoch 1656 | loss: 0.0311737 | val_loss: 0.0311736 | Time: 1376.18 ms [2021-07-29 11:09:32 main:574] : INFO : Epoch 1657 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 1376.53 ms [2021-07-29 11:09:34 main:574] : INFO : Epoch 1658 | loss: 0.0311758 | val_loss: 0.0311833 | Time: 1374.8 ms [2021-07-29 11:09:35 main:574] : INFO : Epoch 1659 | loss: 0.0311734 | val_loss: 0.0311739 | Time: 1377.74 ms [2021-07-29 11:09:36 main:574] : INFO : Epoch 1660 | loss: 0.0311686 | val_loss: 0.031175 | Time: 1377.46 ms [2021-07-29 11:09:38 main:574] : INFO : Epoch 1661 | loss: 0.0311696 | val_loss: 0.0311729 | Time: 1372.46 ms [2021-07-29 11:09:39 main:574] : INFO : Epoch 1662 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 1375.1 ms [2021-07-29 11:09:41 main:574] : INFO : Epoch 1663 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 1374.29 ms [2021-07-29 11:09:42 main:574] : INFO : Epoch 1664 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 1395.94 ms [2021-07-29 11:09:43 main:574] : INFO : Epoch 1665 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 1375.09 ms [2021-07-29 11:09:45 main:574] : INFO : Epoch 1666 | loss: 0.0311731 | val_loss: 0.0311889 | Time: 1374.91 ms [2021-07-29 11:09:46 main:574] : INFO : Epoch 1667 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 1377.31 ms [2021-07-29 11:09:48 main:574] : INFO : Epoch 1668 | loss: 0.0311715 | val_loss: 0.0311963 | Time: 1372.39 ms [2021-07-29 11:09:49 main:574] : INFO : Epoch 1669 | loss: 0.0311771 | val_loss: 0.0311868 | Time: 1377.47 ms [2021-07-29 11:09:50 main:574] : INFO : Epoch 1670 | loss: 0.0311769 | val_loss: 0.0311877 | Time: 1375.65 ms [2021-07-29 11:09:52 main:574] : INFO : Epoch 1671 | loss: 0.0311671 | val_loss: 0.0311751 | Time: 1369.47 ms [2021-07-29 11:09:53 main:574] : INFO : Epoch 1672 | loss: 0.031163 | val_loss: 0.0311738 | Time: 1377.89 ms [2021-07-29 11:09:55 main:574] : INFO : Epoch 1673 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 1378.47 ms [2021-07-29 11:09:56 main:574] : INFO : Epoch 1674 | loss: 0.0311616 | val_loss: 0.0311764 | Time: 1375.92 ms [2021-07-29 11:09:57 main:574] : INFO : Epoch 1675 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 1375.98 ms [2021-07-29 11:09:59 main:574] : INFO : Epoch 1676 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 1373.78 ms [2021-07-29 11:10:00 main:574] : INFO : Epoch 1677 | loss: 0.0311607 | val_loss: 0.031173 | Time: 1375.99 ms [2021-07-29 11:10:02 main:574] : INFO : Epoch 1678 | loss: 0.0311606 | val_loss: 0.0311761 | Time: 1374.1 ms [2021-07-29 11:10:03 main:574] : INFO : Epoch 1679 | loss: 0.031161 | val_loss: 0.0311729 | Time: 1381.75 ms [2021-07-29 11:10:04 main:574] : INFO : Epoch 1680 | loss: 0.0311574 | val_loss: 0.0311736 | Time: 1372.46 ms [2021-07-29 11:10:06 main:574] : INFO : Epoch 1681 | loss: 0.0311569 | val_loss: 0.0311729 | Time: 1377.31 ms [2021-07-29 11:10:07 main:574] : INFO : Epoch 1682 | loss: 0.0311558 | val_loss: 0.0311733 | Time: 1370.96 ms [2021-07-29 11:10:09 main:574] : INFO : Epoch 1683 | loss: 0.0311599 | val_loss: 0.0311761 | Time: 1374.51 ms [2021-07-29 11:10:10 main:574] : INFO : Epoch 1684 | loss: 0.0311565 | val_loss: 0.0311744 | Time: 1376.6 ms [2021-07-29 11:10:11 main:574] : INFO : Epoch 1685 | loss: 0.0311583 | val_loss: 0.0311756 | Time: 1377.13 ms [2021-07-29 11:10:13 main:574] : INFO : Epoch 1686 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 1372.54 ms [2021-07-29 11:10:14 main:574] : INFO : Epoch 1687 | loss: 0.0311559 | val_loss: 0.031176 | Time: 1373.35 ms [2021-07-29 11:10:16 main:574] : INFO : Epoch 1688 | loss: 0.0311558 | val_loss: 0.0311762 | Time: 1375.8 ms [2021-07-29 11:10:17 main:574] : INFO : Epoch 1689 | loss: 0.0311573 | val_loss: 0.0311752 | Time: 1373.5 ms [2021-07-29 11:10:18 main:574] : INFO : Epoch 1690 | loss: 0.0311538 | val_loss: 0.0311751 | Time: 1375.69 ms [2021-07-29 11:10:20 main:574] : INFO : Epoch 1691 | loss: 0.0311542 | val_loss: 0.0311727 | Time: 1371.7 ms [2021-07-29 11:10:21 main:574] : INFO : Epoch 1692 | loss: 0.0311535 | val_loss: 0.031174 | Time: 1373.88 ms [2021-07-29 11:10:23 main:574] : INFO : Epoch 1693 | loss: 0.0311528 | val_loss: 0.0311771 | Time: 1374.53 ms [2021-07-29 11:10:24 main:574] : INFO : Epoch 1694 | loss: 0.0311548 | val_loss: 0.0311753 | Time: 1376.67 ms [2021-07-29 11:10:25 main:574] : INFO : Epoch 1695 | loss: 0.0311535 | val_loss: 0.0311748 | Time: 1372.44 ms [2021-07-29 11:10:27 main:574] : INFO : Epoch 1696 | loss: 0.0311539 | val_loss: 0.0311804 | Time: 1375.17 ms [2021-07-29 11:10:28 main:574] : INFO : Epoch 1697 | loss: 0.0311567 | val_loss: 0.0311759 | Time: 1375.85 ms [2021-07-29 11:10:29 main:574] : INFO : Epoch 1698 | loss: 0.0311538 | val_loss: 0.0311811 | Time: 1375.97 ms [2021-07-29 11:10:31 main:574] : INFO : Epoch 1699 | loss: 0.0311502 | val_loss: 0.0311747 | Time: 1373.79 ms [2021-07-29 11:10:32 main:574] : INFO : Epoch 1700 | loss: 0.0311501 | val_loss: 0.0311749 | Time: 1380.23 ms [2021-07-29 11:10:34 main:574] : INFO : Epoch 1701 | loss: 0.0311511 | val_loss: 0.0311767 | Time: 1370.98 ms [2021-07-29 11:10:35 main:574] : INFO : Epoch 1702 | loss: 0.0311566 | val_loss: 0.0311758 | Time: 1375.07 ms [2021-07-29 11:10:36 main:574] : INFO : Epoch 1703 | loss: 0.0311517 | val_loss: 0.031175 | Time: 1370.07 ms [2021-07-29 11:10:38 main:574] : INFO : Epoch 1704 | loss: 0.0311539 | val_loss: 0.0311755 | Time: 1375.69 ms [2021-07-29 11:10:39 main:574] : INFO : Epoch 1705 | loss: 0.0311532 | val_loss: 0.0311723 | Time: 1372.58 ms [2021-07-29 11:10:41 main:574] : INFO : Epoch 1706 | loss: 0.0311538 | val_loss: 0.0311735 | Time: 1373.14 ms [2021-07-29 11:10:42 main:574] : INFO : Epoch 1707 | loss: 0.0311496 | val_loss: 0.0311728 | Time: 1371.29 ms [2021-07-29 11:10:43 main:574] : INFO : Epoch 1708 | loss: 0.0311491 | val_loss: 0.0311766 | Time: 1379.32 ms [2021-07-29 11:10:45 main:574] : INFO : Epoch 1709 | loss: 0.0311513 | val_loss: 0.0311772 | Time: 1373.11 ms [2021-07-29 11:10:46 main:574] : INFO : Epoch 1710 | loss: 0.0311525 | val_loss: 0.0311758 | Time: 1373.14 ms [2021-07-29 11:10:48 main:574] : INFO : Epoch 1711 | loss: 0.031153 | val_loss: 0.0311732 | Time: 1376.73 ms [2021-07-29 11:10:49 main:574] : INFO : Epoch 1712 | loss: 0.031154 | val_loss: 0.031173 | Time: 1373.74 ms [2021-07-29 11:10:50 main:574] : INFO : Epoch 1713 | loss: 0.0311519 | val_loss: 0.0311791 | Time: 1373.63 ms [2021-07-29 11:10:52 main:574] : INFO : Epoch 1714 | loss: 0.0311506 | val_loss: 0.0311743 | Time: 1374.98 ms [2021-07-29 11:10:53 main:574] : INFO : Epoch 1715 | loss: 0.0311491 | val_loss: 0.0311754 | Time: 1371.9 ms [2021-07-29 11:10:55 main:574] : INFO : Epoch 1716 | loss: 0.0311481 | val_loss: 0.0311777 | Time: 1383.14 ms [2021-07-29 11:10:56 main:574] : INFO : Epoch 1717 | loss: 0.0311477 | val_loss: 0.0311746 | Time: 1372.89 ms [2021-07-29 11:10:57 main:574] : INFO : Epoch 1718 | loss: 0.0311464 | val_loss: 0.0311732 | Time: 1379.59 ms [2021-07-29 11:10:59 main:574] : INFO : Epoch 1719 | loss: 0.0311466 | val_loss: 0.0311757 | Time: 1378 ms [2021-07-29 11:11:00 main:574] : INFO : Epoch 1720 | loss: 0.0311472 | val_loss: 0.031179 | Time: 1376.68 ms [2021-07-29 11:11:02 main:574] : INFO : Epoch 1721 | loss: 0.0311467 | val_loss: 0.0311769 | Time: 1377.42 ms [2021-07-29 11:11:03 main:574] : INFO : Epoch 1722 | loss: 0.0311484 | val_loss: 0.0311844 | Time: 1374.55 ms [2021-07-29 11:11:04 main:574] : INFO : Epoch 1723 | loss: 0.0311529 | val_loss: 0.0311791 | Time: 1372.12 ms [2021-07-29 11:11:06 main:574] : INFO : Epoch 1724 | loss: 0.031152 | val_loss: 0.0311738 | Time: 1377.02 ms [2021-07-29 11:11:07 main:574] : INFO : Epoch 1725 | loss: 0.0311486 | val_loss: 0.0311771 | Time: 1372.66 ms [2021-07-29 11:11:09 main:574] : INFO : Epoch 1726 | loss: 0.0311477 | val_loss: 0.0311775 | Time: 1376.37 ms [2021-07-29 11:11:10 main:574] : INFO : Epoch 1727 | loss: 0.0311451 | val_loss: 0.0311796 | Time: 1370.97 ms [2021-07-29 11:11:11 main:574] : INFO : Epoch 1728 | loss: 0.0311568 | val_loss: 0.0311735 | Time: 1376.62 ms [2021-07-29 11:11:13 main:574] : INFO : Epoch 1729 | loss: 0.0311547 | val_loss: 0.0311744 | Time: 1376.21 ms [2021-07-29 11:11:14 main:574] : INFO : Epoch 1730 | loss: 0.0311513 | val_loss: 0.0311749 | Time: 1375.43 ms [2021-07-29 11:11:16 main:574] : INFO : Epoch 1731 | loss: 0.0311474 | val_loss: 0.0311764 | Time: 1376.66 ms [2021-07-29 11:11:17 main:574] : INFO : Epoch 1732 | loss: 0.0311508 | val_loss: 0.0311835 | Time: 1375.1 ms [2021-07-29 11:11:18 main:574] : INFO : Epoch 1733 | loss: 0.0311565 | val_loss: 0.0311839 | Time: 1375.75 ms [2021-07-29 11:11:20 main:574] : INFO : Epoch 1734 | loss: 0.0311532 | val_loss: 0.0311857 | Time: 1372.73 ms [2021-07-29 11:11:21 main:574] : INFO : Epoch 1735 | loss: 0.0311475 | val_loss: 0.0311827 | Time: 1377.65 ms [2021-07-29 11:11:23 main:574] : INFO : Epoch 1736 | loss: 0.0311462 | val_loss: 0.0311803 | Time: 1377.18 ms [2021-07-29 11:11:24 main:574] : INFO : Epoch 1737 | loss: 0.0311443 | val_loss: 0.0311792 | Time: 1375.15 ms [2021-07-29 11:11:25 main:574] : INFO : Epoch 1738 | loss: 0.0311447 | val_loss: 0.0311763 | Time: 1375.94 ms [2021-07-29 11:11:27 main:574] : INFO : Epoch 1739 | loss: 0.0311487 | val_loss: 0.0311828 | Time: 1375.63 ms [2021-07-29 11:11:28 main:574] : INFO : Epoch 1740 | loss: 0.0311499 | val_loss: 0.0311965 | Time: 1373.16 ms [2021-07-29 11:11:30 main:574] : INFO : Epoch 1741 | loss: 0.0311526 | val_loss: 0.0311825 | Time: 1378.71 ms [2021-07-29 11:11:31 main:574] : INFO : Epoch 1742 | loss: 0.0311509 | val_loss: 0.031176 | Time: 1371.21 ms [2021-07-29 11:11:32 main:574] : INFO : Epoch 1743 | loss: 0.0311464 | val_loss: 0.0311806 | Time: 1373.82 ms [2021-07-29 11:11:34 main:574] : INFO : Epoch 1744 | loss: 0.0311446 | val_loss: 0.0311796 | Time: 1374.33 ms [2021-07-29 11:11:35 main:574] : INFO : Epoch 1745 | loss: 0.0311486 | val_loss: 0.0311807 | Time: 1377.79 ms [2021-07-29 11:11:37 main:574] : INFO : Epoch 1746 | loss: 0.0311489 | val_loss: 0.0311852 | Time: 1376.04 ms [2021-07-29 11:11:38 main:574] : INFO : Epoch 1747 | loss: 0.0311476 | val_loss: 0.0311801 | Time: 1374.24 ms [2021-07-29 11:11:39 main:574] : INFO : Epoch 1748 | loss: 0.0311456 | val_loss: 0.0311787 | Time: 1374.41 ms [2021-07-29 11:11:41 main:574] : INFO : Epoch 1749 | loss: 0.0311439 | val_loss: 0.0311765 | Time: 1376.93 ms [2021-07-29 11:11:42 main:574] : INFO : Epoch 1750 | loss: 0.031143 | val_loss: 0.0311769 | Time: 1371.26 ms [2021-07-29 11:11:44 main:574] : INFO : Epoch 1751 | loss: 0.0311432 | val_loss: 0.031181 | Time: 1379.25 ms [2021-07-29 11:11:45 main:574] : INFO : Epoch 1752 | loss: 0.0311406 | val_loss: 0.0311831 | Time: 1375.05 ms [2021-07-29 11:11:46 main:574] : INFO : Epoch 1753 | loss: 0.0311381 | val_loss: 0.0311795 | Time: 1376.72 ms [2021-07-29 11:11:48 main:574] : INFO : Epoch 1754 | loss: 0.0311398 | val_loss: 0.0311833 | Time: 1379.55 ms [2021-07-29 11:11:49 main:574] : INFO : Epoch 1755 | loss: 0.0311409 | val_loss: 0.0311801 | Time: 1377.5 ms [2021-07-29 11:11:51 main:574] : INFO : Epoch 1756 | loss: 0.0311386 | val_loss: 0.0311783 | Time: 1372.52 ms [2021-07-29 11:11:52 main:574] : INFO : Epoch 1757 | loss: 0.0311419 | val_loss: 0.0311809 | Time: 1372.08 ms [2021-07-29 11:11:53 main:574] : INFO : Epoch 1758 | loss: 0.0311433 | val_loss: 0.0311791 | Time: 1374.11 ms [2021-07-29 11:11:55 main:574] : INFO : Epoch 1759 | loss: 0.0311446 | val_loss: 0.0311849 | Time: 1376.56 ms [2021-07-29 11:11:56 main:574] : INFO : Epoch 1760 | loss: 0.0311417 | val_loss: 0.0311838 | Time: 1377.85 ms [2021-07-29 11:11:58 main:574] : INFO : Epoch 1761 | loss: 0.0311394 | val_loss: 0.0311783 | Time: 1376.04 ms [2021-07-29 11:11:59 main:574] : INFO : Epoch 1762 | loss: 0.0311435 | val_loss: 0.0311949 | Time: 1374.01 ms [2021-07-29 11:12:00 main:574] : INFO : Epoch 1763 | loss: 0.0311448 | val_loss: 0.0311836 | Time: 1371.96 ms [2021-07-29 11:12:02 main:574] : INFO : Epoch 1764 | loss: 0.0311415 | val_loss: 0.031182 | Time: 1369.36 ms [2021-07-29 11:12:03 main:574] : INFO : Epoch 1765 | loss: 0.0311406 | val_loss: 0.0311818 | Time: 1374.27 ms [2021-07-29 11:12:05 main:574] : INFO : Epoch 1766 | loss: 0.0311397 | val_loss: 0.0311831 | Time: 1375.97 ms [2021-07-29 11:12:06 main:574] : INFO : Epoch 1767 | loss: 0.0311409 | val_loss: 0.0311845 | Time: 1374.01 ms [2021-07-29 11:12:07 main:574] : INFO : Epoch 1768 | loss: 0.0311449 | val_loss: 0.0311858 | Time: 1371.3 ms [2021-07-29 11:12:09 main:574] : INFO : Epoch 1769 | loss: 0.0311428 | val_loss: 0.03118 | Time: 1374.61 ms [2021-07-29 11:12:10 main:574] : INFO : Epoch 1770 | loss: 0.0311425 | val_loss: 0.0311956 | Time: 1378.13 ms [2021-07-29 11:12:11 main:574] : INFO : Epoch 1771 | loss: 0.0311398 | val_loss: 0.0311837 | Time: 1367.99 ms [2021-07-29 11:12:13 main:574] : INFO : Epoch 1772 | loss: 0.0311389 | val_loss: 0.0311804 | Time: 1373.74 ms [2021-07-29 11:12:14 main:574] : INFO : Epoch 1773 | loss: 0.0311426 | val_loss: 0.0311805 | Time: 1372.49 ms [2021-07-29 11:12:16 main:574] : INFO : Epoch 1774 | loss: 0.0311412 | val_loss: 0.0311814 | Time: 1373.04 ms [2021-07-29 11:12:17 main:574] : INFO : Epoch 1775 | loss: 0.03114 | val_loss: 0.0311818 | Time: 1375.24 ms [2021-07-29 11:12:18 main:574] : INFO : Epoch 1776 | loss: 0.0311415 | val_loss: 0.0311793 | Time: 1375.51 ms [2021-07-29 11:12:20 main:574] : INFO : Epoch 1777 | loss: 0.0311393 | val_loss: 0.0311792 | Time: 1376.83 ms [2021-07-29 11:12:21 main:574] : INFO : Epoch 1778 | loss: 0.031139 | val_loss: 0.0311852 | Time: 1372.81 ms [2021-07-29 11:12:23 main:574] : INFO : Epoch 1779 | loss: 0.0311412 | val_loss: 0.0311947 | Time: 1376.39 ms [2021-07-29 11:12:24 main:574] : INFO : Epoch 1780 | loss: 0.0311407 | val_loss: 0.031186 | Time: 1373.84 ms [2021-07-29 11:12:25 main:574] : INFO : Epoch 1781 | loss: 0.031135 | val_loss: 0.0311806 | Time: 1372.39 ms [2021-07-29 11:12:27 main:574] : INFO : Epoch 1782 | loss: 0.0311367 | val_loss: 0.0311893 | Time: 1374.62 ms [2021-07-29 11:12:28 main:574] : INFO : Epoch 1783 | loss: 0.0311378 | val_loss: 0.0311838 | Time: 1376.02 ms [2021-07-29 11:12:30 main:574] : INFO : Epoch 1784 | loss: 0.0311361 | val_loss: 0.0311904 | Time: 1376.91 ms [2021-07-29 11:12:31 main:574] : INFO : Epoch 1785 | loss: 0.0311352 | val_loss: 0.0311847 | Time: 1376.97 ms [2021-07-29 11:12:32 main:574] : INFO : Epoch 1786 | loss: 0.0311382 | val_loss: 0.0311882 | Time: 1376.33 ms [2021-07-29 11:12:34 main:574] : INFO : Epoch 1787 | loss: 0.0311365 | val_loss: 0.0311875 | Time: 1370.65 ms [2021-07-29 11:12:35 main:574] : INFO : Epoch 1788 | loss: 0.0311338 | val_loss: 0.0311962 | Time: 1371.74 ms [2021-07-29 11:12:37 main:574] : INFO : Epoch 1789 | loss: 0.0311337 | val_loss: 0.0311841 | Time: 1369.68 ms [2021-07-29 11:12:38 main:574] : INFO : Epoch 1790 | loss: 0.0311351 | val_loss: 0.0311871 | Time: 1373.59 ms [2021-07-29 11:12:39 main:574] : INFO : Epoch 1791 | loss: 0.0311331 | val_loss: 0.0311837 | Time: 1375.36 ms [2021-07-29 11:12:41 main:574] : INFO : Epoch 1792 | loss: 0.0311359 | val_loss: 0.0311871 | Time: 1375.12 ms [2021-07-29 11:12:42 main:574] : INFO : Epoch 1793 | loss: 0.0311384 | val_loss: 0.0311864 | Time: 1373.54 ms [2021-07-29 11:12:44 main:574] : INFO : Epoch 1794 | loss: 0.0311387 | val_loss: 0.0311844 | Time: 1377.04 ms [2021-07-29 11:12:45 main:574] : INFO : Epoch 1795 | loss: 0.0311391 | val_loss: 0.0311817 | Time: 1376.91 ms [2021-07-29 11:12:46 main:574] : INFO : Epoch 1796 | loss: 0.0311383 | val_loss: 0.0311861 | Time: 1375.34 ms [2021-07-29 11:12:48 main:574] : INFO : Epoch 1797 | loss: 0.0311339 | val_loss: 0.0311851 | Time: 1375.78 ms [2021-07-29 11:12:49 main:574] : INFO : Epoch 1798 | loss: 0.0311354 | val_loss: 0.0311881 | Time: 1374.34 ms [2021-07-29 11:12:51 main:574] : INFO : Epoch 1799 | loss: 0.031137 | val_loss: 0.0311877 | Time: 1375.5 ms [2021-07-29 11:12:52 main:574] : INFO : Epoch 1800 | loss: 0.0311354 | val_loss: 0.0311902 | Time: 1374.59 ms [2021-07-29 11:12:53 main:574] : INFO : Epoch 1801 | loss: 0.0311334 | val_loss: 0.0311842 | Time: 1373.23 ms [2021-07-29 11:12:55 main:574] : INFO : Epoch 1802 | loss: 0.031134 | val_loss: 0.031189 | Time: 1366.81 ms [2021-07-29 11:12:56 main:574] : INFO : Epoch 1803 | loss: 0.0311339 | val_loss: 0.0311929 | Time: 1377.29 ms [2021-07-29 11:12:58 main:574] : INFO : Epoch 1804 | loss: 0.0311336 | val_loss: 0.0311874 | Time: 1368.26 ms [2021-07-29 11:12:59 main:574] : INFO : Epoch 1805 | loss: 0.0311332 | val_loss: 0.0312008 | Time: 1375.01 ms [2021-07-29 11:13:00 main:574] : INFO : Epoch 1806 | loss: 0.0311348 | val_loss: 0.0311884 | Time: 1376.72 ms [2021-07-29 11:13:02 main:574] : INFO : Epoch 1807 | loss: 0.0311372 | val_loss: 0.0311876 | Time: 1371.3 ms [2021-07-29 11:13:03 main:574] : INFO : Epoch 1808 | loss: 0.0311326 | val_loss: 0.031191 | Time: 1373.79 ms [2021-07-29 11:13:04 main:574] : INFO : Epoch 1809 | loss: 0.0311307 | val_loss: 0.031187 | Time: 1371.22 ms [2021-07-29 11:13:06 main:574] : INFO : Epoch 1810 | loss: 0.031131 | val_loss: 0.0311826 | Time: 1377.04 ms [2021-07-29 11:13:07 main:574] : INFO : Epoch 1811 | loss: 0.0311332 | val_loss: 0.0311932 | Time: 1372.6 ms [2021-07-29 11:13:09 main:574] : INFO : Epoch 1812 | loss: 0.0311327 | val_loss: 0.0311877 | Time: 1372.61 ms [2021-07-29 11:13:10 main:574] : INFO : Epoch 1813 | loss: 0.0311366 | val_loss: 0.0311916 | Time: 1378.2 ms [2021-07-29 11:13:11 main:574] : INFO : Epoch 1814 | loss: 0.031135 | val_loss: 0.0311937 | Time: 1376.16 ms [2021-07-29 11:13:13 main:574] : INFO : Epoch 1815 | loss: 0.0311378 | val_loss: 0.0311878 | Time: 1374.29 ms [2021-07-29 11:13:14 main:574] : INFO : Epoch 1816 | loss: 0.0311338 | val_loss: 0.03119 | Time: 1374.73 ms [2021-07-29 11:13:16 main:574] : INFO : Epoch 1817 | loss: 0.0311334 | val_loss: 0.0311861 | Time: 1371.5 ms [2021-07-29 11:13:17 main:574] : INFO : Epoch 1818 | loss: 0.0311313 | val_loss: 0.0311908 | Time: 1377.92 ms [2021-07-29 11:13:18 main:574] : INFO : Epoch 1819 | loss: 0.0311337 | val_loss: 0.0311968 | Time: 1374.54 ms [2021-07-29 11:13:20 main:574] : INFO : Epoch 1820 | loss: 0.0311477 | val_loss: 0.0311737 | Time: 1374.47 ms [2021-07-29 11:13:21 main:574] : INFO : Epoch 1821 | loss: 0.0311536 | val_loss: 0.0311729 | Time: 1374.32 ms [2021-07-29 11:13:23 main:574] : INFO : Epoch 1822 | loss: 0.0311511 | val_loss: 0.0311832 | Time: 1369.2 ms [2021-07-29 11:13:24 main:574] : INFO : Epoch 1823 | loss: 0.0311426 | val_loss: 0.031177 | Time: 1378.27 ms [2021-07-29 11:13:25 main:574] : INFO : Epoch 1824 | loss: 0.0311371 | val_loss: 0.0311841 | Time: 1394.08 ms [2021-07-29 11:13:27 main:574] : INFO : Epoch 1825 | loss: 0.0311358 | val_loss: 0.0311818 | Time: 1375.51 ms [2021-07-29 11:13:28 main:574] : INFO : Epoch 1826 | loss: 0.0311317 | val_loss: 0.0311879 | Time: 1375.57 ms [2021-07-29 11:13:30 main:574] : INFO : Epoch 1827 | loss: 0.0311293 | val_loss: 0.0311849 | Time: 1372.75 ms [2021-07-29 11:13:31 main:574] : INFO : Epoch 1828 | loss: 0.0311358 | val_loss: 0.0311901 | Time: 1372.83 ms [2021-07-29 11:13:32 main:574] : INFO : Epoch 1829 | loss: 0.0311364 | val_loss: 0.0311803 | Time: 1375.09 ms [2021-07-29 11:13:34 main:574] : INFO : Epoch 1830 | loss: 0.0311323 | val_loss: 0.0311877 | Time: 1376.05 ms [2021-07-29 11:13:35 main:574] : INFO : Epoch 1831 | loss: 0.0311307 | val_loss: 0.0311943 | Time: 1375.72 ms [2021-07-29 11:13:36 main:574] : INFO : Epoch 1832 | loss: 0.0311345 | val_loss: 0.031188 | Time: 1371.14 ms [2021-07-29 11:13:38 main:574] : INFO : Epoch 1833 | loss: 0.0311341 | val_loss: 0.031183 | Time: 1371.26 ms [2021-07-29 11:13:39 main:574] : INFO : Epoch 1834 | loss: 0.0311326 | val_loss: 0.0311894 | Time: 1376.46 ms [2021-07-29 11:13:41 main:574] : INFO : Epoch 1835 | loss: 0.031127 | val_loss: 0.0311809 | Time: 1374.75 ms [2021-07-29 11:13:42 main:574] : INFO : Epoch 1836 | loss: 0.0311311 | val_loss: 0.0311866 | Time: 1371.96 ms [2021-07-29 11:13:43 main:574] : INFO : Epoch 1837 | loss: 0.0311317 | val_loss: 0.0311898 | Time: 1374.45 ms [2021-07-29 11:13:45 main:574] : INFO : Epoch 1838 | loss: 0.0311281 | val_loss: 0.0311956 | Time: 1375.73 ms [2021-07-29 11:13:46 main:574] : INFO : Epoch 1839 | loss: 0.0311276 | val_loss: 0.0311932 | Time: 1370.69 ms [2021-07-29 11:13:48 main:574] : INFO : Epoch 1840 | loss: 0.0311249 | val_loss: 0.0311921 | Time: 1375.89 ms [2021-07-29 11:13:49 main:574] : INFO : Epoch 1841 | loss: 0.0311278 | val_loss: 0.0311885 | Time: 1372.97 ms [2021-07-29 11:13:50 main:574] : INFO : Epoch 1842 | loss: 0.0311301 | val_loss: 0.03119 | Time: 1377.95 ms [2021-07-29 11:13:52 main:574] : INFO : Epoch 1843 | loss: 0.031129 | val_loss: 0.031187 | Time: 1372.3 ms [2021-07-29 11:13:53 main:574] : INFO : Epoch 1844 | loss: 0.0311267 | val_loss: 0.0311885 | Time: 1368.23 ms [2021-07-29 11:13:55 main:574] : INFO : Epoch 1845 | loss: 0.0311268 | val_loss: 0.0311821 | Time: 1372.16 ms [2021-07-29 11:13:56 main:574] : INFO : Epoch 1846 | loss: 0.031127 | val_loss: 0.0311863 | Time: 1378.13 ms [2021-07-29 11:13:57 main:574] : INFO : Epoch 1847 | loss: 0.0311281 | val_loss: 0.03119 | Time: 1375.72 ms [2021-07-29 11:13:59 main:574] : INFO : Epoch 1848 | loss: 0.0311293 | val_loss: 0.0311777 | Time: 1373.16 ms [2021-07-29 11:14:00 main:574] : INFO : Epoch 1849 | loss: 0.0311294 | val_loss: 0.0311914 | Time: 1376.34 ms [2021-07-29 11:14:02 main:574] : INFO : Epoch 1850 | loss: 0.0311309 | val_loss: 0.0311899 | Time: 1372.13 ms [2021-07-29 11:14:03 main:574] : INFO : Epoch 1851 | loss: 0.0311306 | val_loss: 0.0311811 | Time: 1376.29 ms [2021-07-29 11:14:04 main:574] : INFO : Epoch 1852 | loss: 0.0311325 | val_loss: 0.0311829 | Time: 1374.8 ms [2021-07-29 11:14:06 main:574] : INFO : Epoch 1853 | loss: 0.0311301 | val_loss: 0.0311814 | Time: 1374.18 ms [2021-07-29 11:14:07 main:574] : INFO : Epoch 1854 | loss: 0.0311291 | val_loss: 0.0311876 | Time: 1385.51 ms [2021-07-29 11:14:09 main:574] : INFO : Epoch 1855 | loss: 0.0311273 | val_loss: 0.0311884 | Time: 1373.59 ms [2021-07-29 11:14:10 main:574] : INFO : Epoch 1856 | loss: 0.0311301 | val_loss: 0.0311858 | Time: 1378.84 ms [2021-07-29 11:14:11 main:574] : INFO : Epoch 1857 | loss: 0.031131 | val_loss: 0.0311889 | Time: 1367.44 ms [2021-07-29 11:14:13 main:574] : INFO : Epoch 1858 | loss: 0.0311251 | val_loss: 0.0311984 | Time: 1377.19 ms [2021-07-29 11:14:14 main:574] : INFO : Epoch 1859 | loss: 0.0311234 | val_loss: 0.0311945 | Time: 1373.33 ms [2021-07-29 11:14:16 main:574] : INFO : Epoch 1860 | loss: 0.0311254 | val_loss: 0.0311922 | Time: 1372.07 ms [2021-07-29 11:14:17 main:574] : INFO : Epoch 1861 | loss: 0.0311279 | val_loss: 0.0311911 | Time: 1379.76 ms [2021-07-29 11:14:18 main:574] : INFO : Epoch 1862 | loss: 0.03113 | val_loss: 0.0311835 | Time: 1376.16 ms [2021-07-29 11:14:20 main:574] : INFO : Epoch 1863 | loss: 0.0311292 | val_loss: 0.0311931 | Time: 1376.64 ms [2021-07-29 11:14:21 main:574] : INFO : Epoch 1864 | loss: 0.0311312 | val_loss: 0.03119 | Time: 1373.32 ms [2021-07-29 11:14:23 main:574] : INFO : Epoch 1865 | loss: 0.0311326 | val_loss: 0.0311858 | Time: 1376.05 ms [2021-07-29 11:14:24 main:574] : INFO : Epoch 1866 | loss: 0.0311289 | val_loss: 0.0311781 | Time: 1373.04 ms [2021-07-29 11:14:25 main:574] : INFO : Epoch 1867 | loss: 0.0311272 | val_loss: 0.0311821 | Time: 1372.09 ms [2021-07-29 11:14:27 main:574] : INFO : Epoch 1868 | loss: 0.0311265 | val_loss: 0.0311872 | Time: 1372.44 ms [2021-07-29 11:14:28 main:574] : INFO : Epoch 1869 | loss: 0.0311307 | val_loss: 0.0312054 | Time: 1373.34 ms [2021-07-29 11:14:30 main:574] : INFO : Epoch 1870 | loss: 0.0311352 | val_loss: 0.0311887 | Time: 1373.01 ms [2021-07-29 11:14:31 main:574] : INFO : Epoch 1871 | loss: 0.0311305 | val_loss: 0.0311873 | Time: 1375.93 ms [2021-07-29 11:14:32 main:574] : INFO : Epoch 1872 | loss: 0.0311291 | val_loss: 0.0311848 | Time: 1371.23 ms [2021-07-29 11:14:34 main:574] : INFO : Epoch 1873 | loss: 0.0311247 | val_loss: 0.0311884 | Time: 1373.69 ms [2021-07-29 11:14:35 main:574] : INFO : Epoch 1874 | loss: 0.0311251 | val_loss: 0.0311865 | Time: 1376.52 ms [2021-07-29 11:14:37 main:574] : INFO : Epoch 1875 | loss: 0.0311259 | val_loss: 0.0311868 | Time: 1375.21 ms [2021-07-29 11:14:38 main:574] : INFO : Epoch 1876 | loss: 0.0311239 | val_loss: 0.0311893 | Time: 1373.09 ms [2021-07-29 11:14:39 main:574] : INFO : Epoch 1877 | loss: 0.0311251 | val_loss: 0.0311923 | Time: 1375.63 ms [2021-07-29 11:14:41 main:574] : INFO : Epoch 1878 | loss: 0.0311209 | val_loss: 0.0311947 | Time: 1375.7 ms [2021-07-29 11:14:42 main:574] : INFO : Epoch 1879 | loss: 0.0311234 | val_loss: 0.0311862 | Time: 1369.68 ms [2021-07-29 11:14:44 main:574] : INFO : Epoch 1880 | loss: 0.0311235 | val_loss: 0.0311952 | Time: 1373.38 ms [2021-07-29 11:14:45 main:574] : INFO : Epoch 1881 | loss: 0.0311233 | val_loss: 0.0311914 | Time: 1376.26 ms [2021-07-29 11:14:46 main:574] : INFO : Epoch 1882 | loss: 0.0311321 | val_loss: 0.0311863 | Time: 1377.04 ms [2021-07-29 11:14:48 main:574] : INFO : Epoch 1883 | loss: 0.0311309 | val_loss: 0.0311875 | Time: 1378.6 ms [2021-07-29 11:14:49 main:574] : INFO : Epoch 1884 | loss: 0.0311273 | val_loss: 0.0311924 | Time: 1374.77 ms [2021-07-29 11:14:51 main:574] : INFO : Epoch 1885 | loss: 0.0311247 | val_loss: 0.031185 | Time: 1381.56 ms [2021-07-29 11:14:52 main:574] : INFO : Epoch 1886 | loss: 0.031125 | val_loss: 0.0311794 | Time: 1377.77 ms [2021-07-29 11:14:53 main:574] : INFO : Epoch 1887 | loss: 0.0311254 | val_loss: 0.0311912 | Time: 1372.1 ms [2021-07-29 11:14:55 main:574] : INFO : Epoch 1888 | loss: 0.0311235 | val_loss: 0.0311898 | Time: 1378.22 ms [2021-07-29 11:14:56 main:574] : INFO : Epoch 1889 | loss: 0.0311368 | val_loss: 0.0311813 | Time: 1374.99 ms [2021-07-29 11:14:57 main:574] : INFO : Epoch 1890 | loss: 0.031128 | val_loss: 0.0311829 | Time: 1374.14 ms [2021-07-29 11:14:59 main:574] : INFO : Epoch 1891 | loss: 0.0311231 | val_loss: 0.0311852 | Time: 1372.42 ms [2021-07-29 11:15:00 main:574] : INFO : Epoch 1892 | loss: 0.0311289 | val_loss: 0.0311844 | Time: 1375.19 ms [2021-07-29 11:15:02 main:574] : INFO : Epoch 1893 | loss: 0.0311282 | val_loss: 0.0311955 | Time: 1375 ms [2021-07-29 11:15:03 main:574] : INFO : Epoch 1894 | loss: 0.031123 | val_loss: 0.0311856 | Time: 1377.65 ms [2021-07-29 11:15:04 main:574] : INFO : Epoch 1895 | loss: 0.031122 | val_loss: 0.0311864 | Time: 1375.45 ms [2021-07-29 11:15:06 main:574] : INFO : Epoch 1896 | loss: 0.03112 | val_loss: 0.0311896 | Time: 1375.28 ms [2021-07-29 11:15:07 main:574] : INFO : Epoch 1897 | loss: 0.0311191 | val_loss: 0.0311913 | Time: 1373.57 ms [2021-07-29 11:15:09 main:574] : INFO : Epoch 1898 | loss: 0.0311197 | val_loss: 0.0311907 | Time: 1374.08 ms [2021-07-29 11:15:10 main:574] : INFO : Epoch 1899 | loss: 0.0311187 | val_loss: 0.0311878 | Time: 1380.4 ms [2021-07-29 11:15:11 main:574] : INFO : Epoch 1900 | loss: 0.0311192 | val_loss: 0.0311912 | Time: 1372.8 ms [2021-07-29 11:15:13 main:574] : INFO : Epoch 1901 | loss: 0.0311223 | val_loss: 0.0311886 | Time: 1373.29 ms [2021-07-29 11:15:14 main:574] : INFO : Epoch 1902 | loss: 0.0311212 | val_loss: 0.031192 | Time: 1372.12 ms [2021-07-29 11:15:16 main:574] : INFO : Epoch 1903 | loss: 0.0311219 | val_loss: 0.0311949 | Time: 1375.62 ms [2021-07-29 11:15:17 main:574] : INFO : Epoch 1904 | loss: 0.0311232 | val_loss: 0.0311858 | Time: 1385.97 ms [2021-07-29 11:15:18 main:574] : INFO : Epoch 1905 | loss: 0.0311196 | val_loss: 0.0311876 | Time: 1373.95 ms [2021-07-29 11:15:20 main:574] : INFO : Epoch 1906 | loss: 0.0311221 | val_loss: 0.0311904 | Time: 1373.53 ms [2021-07-29 11:15:21 main:574] : INFO : Epoch 1907 | loss: 0.0311189 | val_loss: 0.0311899 | Time: 1376.77 ms [2021-07-29 11:15:23 main:574] : INFO : Epoch 1908 | loss: 0.0311209 | val_loss: 0.0312046 | Time: 1374.46 ms [2021-07-29 11:15:24 main:574] : INFO : Epoch 1909 | loss: 0.0311261 | val_loss: 0.0311924 | Time: 1376.1 ms [2021-07-29 11:15:25 main:574] : INFO : Epoch 1910 | loss: 0.0311203 | val_loss: 0.0311857 | Time: 1376.73 ms [2021-07-29 11:15:27 main:574] : INFO : Epoch 1911 | loss: 0.0311259 | val_loss: 0.031186 | Time: 1378 ms [2021-07-29 11:15:28 main:574] : INFO : Epoch 1912 | loss: 0.0311211 | val_loss: 0.0311844 | Time: 1376.77 ms [2021-07-29 11:15:30 main:574] : INFO : Epoch 1913 | loss: 0.0311219 | val_loss: 0.031183 | Time: 1372.13 ms [2021-07-29 11:15:31 main:574] : INFO : Epoch 1914 | loss: 0.0311228 | val_loss: 0.031183 | Time: 1378.39 ms [2021-07-29 11:15:32 main:574] : INFO : Epoch 1915 | loss: 0.0311238 | val_loss: 0.0311849 | Time: 1374.09 ms [2021-07-29 11:15:34 main:574] : INFO : Epoch 1916 | loss: 0.0311216 | val_loss: 0.0311919 | Time: 1376.26 ms [2021-07-29 11:15:35 main:574] : INFO : Epoch 1917 | loss: 0.0311156 | val_loss: 0.0311923 | Time: 1371.03 ms [2021-07-29 11:15:37 main:574] : INFO : Epoch 1918 | loss: 0.0311162 | val_loss: 0.031191 | Time: 1374.4 ms [2021-07-29 11:15:38 main:574] : INFO : Epoch 1919 | loss: 0.0311208 | val_loss: 0.0311829 | Time: 1371.04 ms [2021-07-29 11:15:39 main:574] : INFO : Epoch 1920 | loss: 0.0311189 | val_loss: 0.0311945 | Time: 1373.42 ms [2021-07-29 11:15:41 main:574] : INFO : Epoch 1921 | loss: 0.031119 | val_loss: 0.0311897 | Time: 1371.71 ms [2021-07-29 11:15:42 main:574] : INFO : Epoch 1922 | loss: 0.0311177 | val_loss: 0.0311853 | Time: 1375.47 ms [2021-07-29 11:15:44 main:574] : INFO : Epoch 1923 | loss: 0.0311175 | val_loss: 0.03119 | Time: 1366.01 ms [2021-07-29 11:15:45 main:574] : INFO : Epoch 1924 | loss: 0.0311193 | val_loss: 0.0311923 | Time: 1375.97 ms [2021-07-29 11:15:46 main:574] : INFO : Epoch 1925 | loss: 0.0311197 | val_loss: 0.0311846 | Time: 1374.58 ms [2021-07-29 11:15:48 main:574] : INFO : Epoch 1926 | loss: 0.0311173 | val_loss: 0.0311879 | Time: 1379.91 ms [2021-07-29 11:15:49 main:574] : INFO : Epoch 1927 | loss: 0.0311202 | val_loss: 0.0312 | Time: 1373.84 ms [2021-07-29 11:15:51 main:574] : INFO : Epoch 1928 | loss: 0.0311184 | val_loss: 0.0311885 | Time: 1374.66 ms [2021-07-29 11:15:52 main:574] : INFO : Epoch 1929 | loss: 0.0311173 | val_loss: 0.0311852 | Time: 1371.76 ms [2021-07-29 11:15:53 main:574] : INFO : Epoch 1930 | loss: 0.0311167 | val_loss: 0.031182 | Time: 1374.69 ms [2021-07-29 11:15:55 main:574] : INFO : Epoch 1931 | loss: 0.0311213 | val_loss: 0.0311816 | Time: 1372.47 ms [2021-07-29 11:15:56 main:574] : INFO : Epoch 1932 | loss: 0.0311186 | val_loss: 0.0311912 | Time: 1374.98 ms [2021-07-29 11:15:58 main:574] : INFO : Epoch 1933 | loss: 0.0311171 | val_loss: 0.0311907 | Time: 1372.92 ms [2021-07-29 11:15:59 main:574] : INFO : Epoch 1934 | loss: 0.0311173 | val_loss: 0.031188 | Time: 1366.98 ms [2021-07-29 11:16:00 main:574] : INFO : Epoch 1935 | loss: 0.0311155 | val_loss: 0.0311848 | Time: 1374.63 ms [2021-07-29 11:16:02 main:574] : INFO : Epoch 1936 | loss: 0.0311216 | val_loss: 0.0311881 | Time: 1375.11 ms [2021-07-29 11:16:03 main:574] : INFO : Epoch 1937 | loss: 0.0311204 | val_loss: 0.0311874 | Time: 1373.14 ms [2021-07-29 11:16:05 main:574] : INFO : Epoch 1938 | loss: 0.0311161 | val_loss: 0.0311847 | Time: 1375.62 ms [2021-07-29 11:16:06 main:574] : INFO : Epoch 1939 | loss: 0.0311164 | val_loss: 0.0311855 | Time: 1371.79 ms [2021-07-29 11:16:07 main:574] : INFO : Epoch 1940 | loss: 0.0311124 | val_loss: 0.0311948 | Time: 1379.06 ms [2021-07-29 11:16:09 main:574] : INFO : Epoch 1941 | loss: 0.0311159 | val_loss: 0.0311931 | Time: 1376.53 ms [2021-07-29 11:16:10 main:574] : INFO : Epoch 1942 | loss: 0.0311148 | val_loss: 0.0311905 | Time: 1374.32 ms [2021-07-29 11:16:12 main:574] : INFO : Epoch 1943 | loss: 0.0311169 | val_loss: 0.0311866 | Time: 1373.37 ms [2021-07-29 11:16:13 main:574] : INFO : Epoch 1944 | loss: 0.0311149 | val_loss: 0.0311986 | Time: 1373.74 ms [2021-07-29 11:16:14 main:574] : INFO : Epoch 1945 | loss: 0.0311165 | val_loss: 0.0311864 | Time: 1377.45 ms [2021-07-29 11:16:16 main:574] : INFO : Epoch 1946 | loss: 0.0311196 | val_loss: 0.0311924 | Time: 1374.01 ms [2021-07-29 11:16:17 main:574] : INFO : Epoch 1947 | loss: 0.0311149 | val_loss: 0.0311908 | Time: 1374.95 ms [2021-07-29 11:16:19 main:574] : INFO : Epoch 1948 | loss: 0.0311145 | val_loss: 0.0312038 | Time: 1368.82 ms [2021-07-29 11:16:20 main:574] : INFO : Epoch 1949 | loss: 0.0311144 | val_loss: 0.0311987 | Time: 1379.02 ms [2021-07-29 11:16:21 main:574] : INFO : Epoch 1950 | loss: 0.0311087 | val_loss: 0.0311976 | Time: 1375.09 ms [2021-07-29 11:16:23 main:574] : INFO : Epoch 1951 | loss: 0.0311233 | val_loss: 0.0311879 | Time: 1372.31 ms [2021-07-29 11:16:24 main:574] : INFO : Epoch 1952 | loss: 0.0311202 | val_loss: 0.0311865 | Time: 1372.44 ms [2021-07-29 11:16:26 main:574] : INFO : Epoch 1953 | loss: 0.0311175 | val_loss: 0.031193 | Time: 1378.62 ms [2021-07-29 11:16:27 main:574] : INFO : Epoch 1954 | loss: 0.031117 | val_loss: 0.0311908 | Time: 1376.79 ms [2021-07-29 11:16:28 main:574] : INFO : Epoch 1955 | loss: 0.0311154 | val_loss: 0.0311956 | Time: 1376.65 ms [2021-07-29 11:16:30 main:574] : INFO : Epoch 1956 | loss: 0.0311173 | val_loss: 0.0311907 | Time: 1373.7 ms [2021-07-29 11:16:31 main:574] : INFO : Epoch 1957 | loss: 0.0311202 | val_loss: 0.031196 | Time: 1376.94 ms [2021-07-29 11:16:32 main:574] : INFO : Epoch 1958 | loss: 0.0311176 | val_loss: 0.0311883 | Time: 1375.51 ms [2021-07-29 11:16:34 main:574] : INFO : Epoch 1959 | loss: 0.0311153 | val_loss: 0.0311896 | Time: 1373.25 ms [2021-07-29 11:16:35 main:574] : INFO : Epoch 1960 | loss: 0.0311146 | val_loss: 0.0311951 | Time: 1374.52 ms [2021-07-29 11:16:37 main:574] : INFO : Epoch 1961 | loss: 0.0311122 | val_loss: 0.0311834 | Time: 1375.27 ms [2021-07-29 11:16:38 main:574] : INFO : Epoch 1962 | loss: 0.0311193 | val_loss: 0.0311897 | Time: 1373.16 ms [2021-07-29 11:16:39 main:574] : INFO : Epoch 1963 | loss: 0.0311204 | val_loss: 0.0311853 | Time: 1377.28 ms [2021-07-29 11:16:41 main:574] : INFO : Epoch 1964 | loss: 0.0311133 | val_loss: 0.0311911 | Time: 1371.1 ms [2021-07-29 11:16:42 main:574] : INFO : Epoch 1965 | loss: 0.031108 | val_loss: 0.031202 | Time: 1373.44 ms [2021-07-29 11:16:44 main:574] : INFO : Epoch 1966 | loss: 0.031114 | val_loss: 0.0311957 | Time: 1372.61 ms [2021-07-29 11:16:45 main:574] : INFO : Epoch 1967 | loss: 0.0311139 | val_loss: 0.0311928 | Time: 1373.1 ms [2021-07-29 11:16:46 main:574] : INFO : Epoch 1968 | loss: 0.0311141 | val_loss: 0.0311979 | Time: 1378.11 ms [2021-07-29 11:16:48 main:574] : INFO : Epoch 1969 | loss: 0.0311157 | val_loss: 0.0311883 | Time: 1367.68 ms [2021-07-29 11:16:49 main:574] : INFO : Epoch 1970 | loss: 0.0311087 | val_loss: 0.031191 | Time: 1373.9 ms [2021-07-29 11:16:51 main:574] : INFO : Epoch 1971 | loss: 0.031108 | val_loss: 0.0311893 | Time: 1373.49 ms [2021-07-29 11:16:52 main:574] : INFO : Epoch 1972 | loss: 0.0311142 | val_loss: 0.0312041 | Time: 1378.84 ms [2021-07-29 11:16:53 main:574] : INFO : Epoch 1973 | loss: 0.0311102 | val_loss: 0.0311906 | Time: 1373.47 ms [2021-07-29 11:16:55 main:574] : INFO : Epoch 1974 | loss: 0.0311225 | val_loss: 0.0312011 | Time: 1374.09 ms [2021-07-29 11:16:56 main:574] : INFO : Epoch 1975 | loss: 0.0311215 | val_loss: 0.0311865 | Time: 1373.45 ms [2021-07-29 11:16:58 main:574] : INFO : Epoch 1976 | loss: 0.0311149 | val_loss: 0.0311893 | Time: 1369.24 ms [2021-07-29 11:16:59 main:574] : INFO : Epoch 1977 | loss: 0.0311121 | val_loss: 0.0311981 | Time: 1373.51 ms [2021-07-29 11:17:00 main:574] : INFO : Epoch 1978 | loss: 0.0311138 | val_loss: 0.0312073 | Time: 1377.43 ms [2021-07-29 11:17:02 main:574] : INFO : Epoch 1979 | loss: 0.0311105 | val_loss: 0.0311901 | Time: 1372.2 ms [2021-07-29 11:17:03 main:574] : INFO : Epoch 1980 | loss: 0.0311101 | val_loss: 0.0311954 | Time: 1371.49 ms [2021-07-29 11:17:05 main:574] : INFO : Epoch 1981 | loss: 0.0311107 | val_loss: 0.0311929 | Time: 1374.95 ms [2021-07-29 11:17:06 main:574] : INFO : Epoch 1982 | loss: 0.0311084 | val_loss: 0.0311953 | Time: 1372.05 ms [2021-07-29 11:17:07 main:574] : INFO : Epoch 1983 | loss: 0.0311088 | val_loss: 0.0311952 | Time: 1372.92 ms [2021-07-29 11:17:09 main:574] : INFO : Epoch 1984 | loss: 0.0311111 | val_loss: 0.0311908 | Time: 1374.55 ms [2021-07-29 11:17:10 main:574] : INFO : Epoch 1985 | loss: 0.0311097 | val_loss: 0.0312017 | Time: 1372.13 ms [2021-07-29 11:17:12 main:574] : INFO : Epoch 1986 | loss: 0.0311092 | val_loss: 0.0311937 | Time: 1372.78 ms [2021-07-29 11:17:13 main:574] : INFO : Epoch 1987 | loss: 0.0311082 | val_loss: 0.0311955 | Time: 1374.39 ms [2021-07-29 11:17:14 main:574] : INFO : Epoch 1988 | loss: 0.0311081 | val_loss: 0.0312039 | Time: 1377.07 ms [2021-07-29 11:17:16 main:574] : INFO : Epoch 1989 | loss: 0.0311086 | val_loss: 0.0311965 | Time: 1374.88 ms [2021-07-29 11:17:17 main:574] : INFO : Epoch 1990 | loss: 0.0311128 | val_loss: 0.0312009 | Time: 1375.06 ms [2021-07-29 11:17:19 main:574] : INFO : Epoch 1991 | loss: 0.0311136 | val_loss: 0.0312024 | Time: 1372.71 ms [2021-07-29 11:17:20 main:574] : INFO : Epoch 1992 | loss: 0.0311192 | val_loss: 0.0311928 | Time: 1376.54 ms [2021-07-29 11:17:21 main:574] : INFO : Epoch 1993 | loss: 0.0311149 | val_loss: 0.0311953 | Time: 1376.97 ms [2021-07-29 11:17:23 main:574] : INFO : Epoch 1994 | loss: 0.0311108 | val_loss: 0.0312013 | Time: 1371.91 ms [2021-07-29 11:17:24 main:574] : INFO : Epoch 1995 | loss: 0.0311099 | val_loss: 0.0311942 | Time: 1372.99 ms [2021-07-29 11:17:26 main:574] : INFO : Epoch 1996 | loss: 0.0311136 | val_loss: 0.031206 | Time: 1373.4 ms [2021-07-29 11:17:27 main:574] : INFO : Epoch 1997 | loss: 0.031112 | val_loss: 0.0311931 | Time: 1375.91 ms [2021-07-29 11:17:28 main:574] : INFO : Epoch 1998 | loss: 0.0311128 | val_loss: 0.0311955 | Time: 1375.8 ms [2021-07-29 11:17:30 main:574] : INFO : Epoch 1999 | loss: 0.0311104 | val_loss: 0.0311992 | Time: 1372.43 ms [2021-07-29 11:17:31 main:574] : INFO : Epoch 2000 | loss: 0.0311128 | val_loss: 0.0312046 | Time: 1374.94 ms [2021-07-29 11:17:33 main:574] : INFO : Epoch 2001 | loss: 0.0311128 | val_loss: 0.0311996 | Time: 1376.43 ms [2021-07-29 11:17:34 main:574] : INFO : Epoch 2002 | loss: 0.0311082 | val_loss: 0.0311943 | Time: 1375.13 ms [2021-07-29 11:17:35 main:574] : INFO : Epoch 2003 | loss: 0.0311017 | val_loss: 0.0312133 | Time: 1371.24 ms [2021-07-29 11:17:37 main:574] : INFO : Epoch 2004 | loss: 0.0310998 | val_loss: 0.0312197 | Time: 1375.9 ms [2021-07-29 11:17:38 main:574] : INFO : Epoch 2005 | loss: 0.0311065 | val_loss: 0.0311934 | Time: 1375.87 ms [2021-07-29 11:17:40 main:574] : INFO : Epoch 2006 | loss: 0.0311064 | val_loss: 0.0311975 | Time: 1371.32 ms [2021-07-29 11:17:41 main:574] : INFO : Epoch 2007 | loss: 0.0311106 | val_loss: 0.0312059 | Time: 1370.34 ms [2021-07-29 11:17:42 main:574] : INFO : Epoch 2008 | loss: 0.0311066 | val_loss: 0.0311937 | Time: 1374.93 ms [2021-07-29 11:17:44 main:574] : INFO : Epoch 2009 | loss: 0.0311115 | val_loss: 0.0312042 | Time: 1376.05 ms [2021-07-29 11:17:45 main:574] : INFO : Epoch 2010 | loss: 0.0311054 | val_loss: 0.0311933 | Time: 1373.05 ms [2021-07-29 11:17:47 main:574] : INFO : Epoch 2011 | loss: 0.0311048 | val_loss: 0.031197 | Time: 1375.04 ms [2021-07-29 11:17:48 main:574] : INFO : Epoch 2012 | loss: 0.031102 | val_loss: 0.0312096 | Time: 1378.33 ms [2021-07-29 11:17:49 main:574] : INFO : Epoch 2013 | loss: 0.0311066 | val_loss: 0.0311949 | Time: 1371.49 ms [2021-07-29 11:17:51 main:574] : INFO : Epoch 2014 | loss: 0.0311086 | val_loss: 0.0312038 | Time: 1375.69 ms [2021-07-29 11:17:52 main:574] : INFO : Epoch 2015 | loss: 0.0311042 | val_loss: 0.0312057 | Time: 1372.9 ms [2021-07-29 11:17:53 main:574] : INFO : Epoch 2016 | loss: 0.0311079 | val_loss: 0.0312099 | Time: 1376.69 ms [2021-07-29 11:17:55 main:574] : INFO : Epoch 2017 | loss: 0.031113 | val_loss: 0.0312204 | Time: 1378.75 ms [2021-07-29 11:17:56 main:574] : INFO : Epoch 2018 | loss: 0.0311202 | val_loss: 0.0312087 | Time: 1373.89 ms [2021-07-29 11:17:58 main:574] : INFO : Epoch 2019 | loss: 0.0311147 | val_loss: 0.0311917 | Time: 1374.08 ms [2021-07-29 11:17:59 main:574] : INFO : Epoch 2020 | loss: 0.0311062 | val_loss: 0.0312125 | Time: 1378.05 ms [2021-07-29 11:18:00 main:574] : INFO : Epoch 2021 | loss: 0.031105 | val_loss: 0.0311972 | Time: 1374.88 ms [2021-07-29 11:18:02 main:574] : INFO : Epoch 2022 | loss: 0.031102 | val_loss: 0.0311967 | Time: 1370.68 ms [2021-07-29 11:18:03 main:574] : INFO : Epoch 2023 | loss: 0.031104 | val_loss: 0.0312018 | Time: 1374.32 ms [2021-07-29 11:18:05 main:574] : INFO : Epoch 2024 | loss: 0.0311075 | val_loss: 0.0312017 | Time: 1373 ms [2021-07-29 11:18:06 main:574] : INFO : Epoch 2025 | loss: 0.031114 | val_loss: 0.0311906 | Time: 1373.07 ms [2021-07-29 11:18:07 main:574] : INFO : Epoch 2026 | loss: 0.0311112 | val_loss: 0.031194 | Time: 1375.54 ms [2021-07-29 11:18:09 main:574] : INFO : Epoch 2027 | loss: 0.0311109 | val_loss: 0.0311918 | Time: 1375.68 ms [2021-07-29 11:18:10 main:574] : INFO : Epoch 2028 | loss: 0.0311042 | val_loss: 0.0312064 | Time: 1374.79 ms [2021-07-29 11:18:12 main:574] : INFO : Epoch 2029 | loss: 0.0311049 | val_loss: 0.0312016 | Time: 1374.65 ms [2021-07-29 11:18:13 main:574] : INFO : Epoch 2030 | loss: 0.0311015 | val_loss: 0.0312017 | Time: 1372.75 ms [2021-07-29 11:18:14 main:574] : INFO : Epoch 2031 | loss: 0.0311016 | val_loss: 0.0312153 | Time: 1374.68 ms [2021-07-29 11:18:16 main:574] : INFO : Epoch 2032 | loss: 0.0311073 | val_loss: 0.031196 | Time: 1374.61 ms [2021-07-29 11:18:17 main:574] : INFO : Epoch 2033 | loss: 0.0311016 | val_loss: 0.0312015 | Time: 1371.19 ms [2021-07-29 11:18:19 main:574] : INFO : Epoch 2034 | loss: 0.0310992 | val_loss: 0.0312025 | Time: 1370.93 ms [2021-07-29 11:18:20 main:574] : INFO : Epoch 2035 | loss: 0.0311052 | val_loss: 0.0312035 | Time: 1376.82 ms [2021-07-29 11:18:21 main:574] : INFO : Epoch 2036 | loss: 0.031107 | val_loss: 0.0312072 | Time: 1373.52 ms [2021-07-29 11:18:23 main:574] : INFO : Epoch 2037 | loss: 0.0311073 | val_loss: 0.0312193 | Time: 1376.78 ms [2021-07-29 11:18:24 main:574] : INFO : Epoch 2038 | loss: 0.0311074 | val_loss: 0.0311944 | Time: 1373.02 ms [2021-07-29 11:18:26 main:574] : INFO : Epoch 2039 | loss: 0.0311065 | val_loss: 0.0312024 | Time: 1370.82 ms [2021-07-29 11:18:27 main:574] : INFO : Epoch 2040 | loss: 0.0311045 | val_loss: 0.0312 | Time: 1374.08 ms [2021-07-29 11:18:28 main:574] : INFO : Epoch 2041 | loss: 0.0311087 | val_loss: 0.031205 | Time: 1372.5 ms [2021-07-29 11:18:30 main:574] : INFO : Epoch 2042 | loss: 0.0311064 | val_loss: 0.0312061 | Time: 1371.51 ms [2021-07-29 11:18:31 main:574] : INFO : Epoch 2043 | loss: 0.0311076 | val_loss: 0.031196 | Time: 1378.35 ms [2021-07-29 11:18:33 main:574] : INFO : Epoch 2044 | loss: 0.031111 | val_loss: 0.0312034 | Time: 1372.95 ms [2021-07-29 11:18:34 main:574] : INFO : Epoch 2045 | loss: 0.0311023 | val_loss: 0.0311983 | Time: 1367.53 ms [2021-07-29 11:18:35 main:574] : INFO : Epoch 2046 | loss: 0.0311022 | val_loss: 0.031205 | Time: 1366.81 ms [2021-07-29 11:18:37 main:574] : INFO : Epoch 2047 | loss: 0.0311031 | val_loss: 0.031195 | Time: 1374.35 ms [2021-07-29 11:18:38 main:574] : INFO : Epoch 2048 | loss: 0.0310996 | val_loss: 0.0312114 | Time: 1368.77 ms [2021-07-29 11:18:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312114 [2021-07-29 11:18:38 main:603] : INFO : Saving end state to config to file [2021-07-29 11:18:38 main:608] : INFO : Success, exiting.. 11:18:38 (14924): 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)