Task 14131396
| Name | ParityModified-1645994109-14296-3-0_0 |
| Workunit | 11196895 |
| Created | 31 Mar 2022, 8:47:00 UTC |
| Sent | 3 Apr 2022, 19:37:36 UTC |
| Report deadline | 11 Apr 2022, 19:37:36 UTC |
| Received | 4 Apr 2022, 9:52:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16262 |
| Run time | 38 min 20 sec |
| CPU time | 37 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,073.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311108 | val_loss: 0.0311657 | Time: 1094.17 ms [2022-04-04 11:43:31 main:574] : INFO : Epoch 1543 | loss: 0.0311128 | val_loss: 0.0311561 | Time: 1111.85 ms [2022-04-04 11:43:32 main:574] : INFO : Epoch 1544 | loss: 0.0311112 | val_loss: 0.0311581 | Time: 1115.24 ms [2022-04-04 11:43:33 main:574] : INFO : Epoch 1545 | loss: 0.0311127 | val_loss: 0.0311633 | Time: 1088.09 ms [2022-04-04 11:43:34 main:574] : INFO : Epoch 1546 | loss: 0.0311114 | val_loss: 0.0311657 | Time: 1100.47 ms [2022-04-04 11:43:35 main:574] : INFO : Epoch 1547 | loss: 0.0311126 | val_loss: 0.0311593 | Time: 1106.55 ms [2022-04-04 11:43:36 main:574] : INFO : Epoch 1548 | loss: 0.0311169 | val_loss: 0.0311641 | Time: 1086.42 ms [2022-04-04 11:43:38 main:574] : INFO : Epoch 1549 | loss: 0.0311137 | val_loss: 0.0311658 | Time: 1095.85 ms [2022-04-04 11:43:39 main:574] : INFO : Epoch 1550 | loss: 0.0311139 | val_loss: 0.0311667 | Time: 1093.32 ms [2022-04-04 11:43:40 main:574] : INFO : Epoch 1551 | loss: 0.0311206 | val_loss: 0.0311616 | Time: 1074.78 ms [2022-04-04 11:43:41 main:574] : INFO : Epoch 1552 | loss: 0.0311253 | val_loss: 0.0311583 | Time: 1105.67 ms [2022-04-04 11:43:42 main:574] : INFO : Epoch 1553 | loss: 0.0311233 | val_loss: 0.0311676 | Time: 1097.59 ms [2022-04-04 11:43:43 main:574] : INFO : Epoch 1554 | loss: 0.0311216 | val_loss: 0.0311628 | Time: 1078.91 ms [2022-04-04 11:43:44 main:574] : INFO : Epoch 1555 | loss: 0.0311161 | val_loss: 0.0311605 | Time: 1086.45 ms [2022-04-04 11:43:45 main:574] : INFO : Epoch 1556 | loss: 0.0311132 | val_loss: 0.031161 | Time: 1081.66 ms [2022-04-04 11:43:46 main:574] : INFO : Epoch 1557 | loss: 0.031111 | val_loss: 0.0311636 | Time: 1076.36 ms [2022-04-04 11:43:47 main:574] : INFO : Epoch 1558 | loss: 0.0311104 | val_loss: 0.0311626 | Time: 1073.7 ms [2022-04-04 11:43:49 main:574] : INFO : Epoch 1559 | loss: 0.0311093 | val_loss: 0.0311628 | Time: 1083.69 ms [2022-04-04 11:43:50 main:574] : INFO : Epoch 1560 | loss: 0.0311109 | val_loss: 0.0311617 | Time: 1094.47 ms [2022-04-04 11:43:51 main:574] : INFO : Epoch 1561 | loss: 0.0311122 | val_loss: 0.0311583 | Time: 1072.2 ms [2022-04-04 11:43:52 main:574] : INFO : Epoch 1562 | loss: 0.031107 | val_loss: 0.0311621 | Time: 1087.86 ms [2022-04-04 11:43:53 main:574] : INFO : Epoch 1563 | loss: 0.0311056 | val_loss: 0.0311697 | Time: 1093.54 ms [2022-04-04 11:43:54 main:574] : INFO : Epoch 1564 | loss: 0.0311053 | val_loss: 0.0311699 | Time: 1063.87 ms [2022-04-04 11:43:55 main:574] : INFO : Epoch 1565 | loss: 0.0311116 | val_loss: 0.0311653 | Time: 1090.4 ms [2022-04-04 11:43:56 main:574] : INFO : Epoch 1566 | loss: 0.0311143 | val_loss: 0.0311863 | Time: 1088.48 ms [2022-04-04 11:43:57 main:574] : INFO : Epoch 1567 | loss: 0.0311098 | val_loss: 0.0311729 | Time: 1084.19 ms [2022-04-04 11:43:58 main:574] : INFO : Epoch 1568 | loss: 0.031106 | val_loss: 0.0311642 | Time: 1091.76 ms [2022-04-04 11:44:00 main:574] : INFO : Epoch 1569 | loss: 0.0311049 | val_loss: 0.0311622 | Time: 1081.73 ms [2022-04-04 11:44:01 main:574] : INFO : Epoch 1570 | loss: 0.0311071 | val_loss: 0.0311577 | Time: 1074.64 ms [2022-04-04 11:44:02 main:574] : INFO : Epoch 1571 | loss: 0.0311067 | val_loss: 0.0311626 | Time: 1081.62 ms [2022-04-04 11:44:03 main:574] : INFO : Epoch 1572 | loss: 0.0311072 | val_loss: 0.0311614 | Time: 1079.2 ms [2022-04-04 11:44:04 main:574] : INFO : Epoch 1573 | loss: 0.0311069 | val_loss: 0.0311558 | Time: 1091.67 ms [2022-04-04 11:44:05 main:574] : INFO : Epoch 1574 | loss: 0.0311068 | val_loss: 0.0311605 | Time: 1069.62 ms [2022-04-04 11:44:06 main:574] : INFO : Epoch 1575 | loss: 0.0311056 | val_loss: 0.0311565 | Time: 1076.02 ms [2022-04-04 11:44:07 main:574] : INFO : Epoch 1576 | loss: 0.0311033 | val_loss: 0.0311604 | Time: 1080.14 ms [2022-04-04 11:44:08 main:574] : INFO : Epoch 1577 | loss: 0.0311044 | val_loss: 0.0311653 | Time: 1065.32 ms [2022-04-04 11:44:09 main:574] : INFO : Epoch 1578 | loss: 0.0311059 | val_loss: 0.0311553 | Time: 1089.77 ms [2022-04-04 11:44:10 main:574] : INFO : Epoch 1579 | loss: 0.0311087 | val_loss: 0.0311594 | Time: 1092.11 ms [2022-04-04 11:44:12 main:574] : INFO : Epoch 1580 | loss: 0.0311058 | val_loss: 0.031155 | Time: 1069.62 ms [2022-04-04 11:44:13 main:574] : INFO : Epoch 1581 | loss: 0.031102 | val_loss: 0.031159 | Time: 1093.17 ms [2022-04-04 11:44:14 main:574] : INFO : Epoch 1582 | loss: 0.0311038 | val_loss: 0.0311605 | Time: 1086.82 ms [2022-04-04 11:44:15 main:574] : INFO : Epoch 1583 | loss: 0.0311077 | val_loss: 0.0311583 | Time: 1076.19 ms [2022-04-04 11:44:16 main:574] : INFO : Epoch 1584 | loss: 0.031108 | val_loss: 0.0311609 | Time: 1084.45 ms [2022-04-04 11:44:17 main:574] : INFO : Epoch 1585 | loss: 0.0311113 | val_loss: 0.0311596 | Time: 1082.58 ms [2022-04-04 11:44:18 main:574] : INFO : Epoch 1586 | loss: 0.0311155 | val_loss: 0.0311664 | Time: 1083.67 ms [2022-04-04 11:44:19 main:574] : INFO : Epoch 1587 | loss: 0.0311141 | val_loss: 0.031167 | Time: 1076.36 ms [2022-04-04 11:44:20 main:574] : INFO : Epoch 1588 | loss: 0.0311114 | val_loss: 0.0311662 | Time: 1080.49 ms [2022-04-04 11:44:21 main:574] : INFO : Epoch 1589 | loss: 0.0311119 | val_loss: 0.0311612 | Time: 1088.4 ms [2022-04-04 11:44:22 main:574] : INFO : Epoch 1590 | loss: 0.0311105 | val_loss: 0.0311592 | Time: 1067.93 ms [2022-04-04 11:44:24 main:574] : INFO : Epoch 1591 | loss: 0.0311151 | val_loss: 0.0311587 | Time: 1083.21 ms [2022-04-04 11:44:25 main:574] : INFO : Epoch 1592 | loss: 0.0311128 | val_loss: 0.03117 | Time: 1098.93 ms [2022-04-04 11:44:26 main:574] : INFO : Epoch 1593 | loss: 0.0311103 | val_loss: 0.0311594 | Time: 1071.47 ms [2022-04-04 11:44:27 main:574] : INFO : Epoch 1594 | loss: 0.0311075 | val_loss: 0.0311577 | Time: 1092.38 ms [2022-04-04 11:44:28 main:574] : INFO : Epoch 1595 | loss: 0.0311072 | val_loss: 0.0311592 | Time: 1089.95 ms [2022-04-04 11:44:29 main:574] : INFO : Epoch 1596 | loss: 0.0311068 | val_loss: 0.031161 | Time: 1068.9 ms [2022-04-04 11:44:30 main:574] : INFO : Epoch 1597 | loss: 0.0311043 | val_loss: 0.0311555 | Time: 1092.75 ms [2022-04-04 11:44:31 main:574] : INFO : Epoch 1598 | loss: 0.0311056 | val_loss: 0.0311613 | Time: 1081.63 ms [2022-04-04 11:44:32 main:574] : INFO : Epoch 1599 | loss: 0.0311071 | val_loss: 0.0311598 | Time: 1079.13 ms [2022-04-04 11:44:33 main:574] : INFO : Epoch 1600 | loss: 0.0311047 | val_loss: 0.0311571 | Time: 1075.95 ms [2022-04-04 11:44:35 main:574] : INFO : Epoch 1601 | loss: 0.031103 | val_loss: 0.0311705 | Time: 1072.21 ms [2022-04-04 11:44:36 main:574] : INFO : Epoch 1602 | loss: 0.0311048 | val_loss: 0.0311632 | Time: 1088.27 ms [2022-04-04 11:44:37 main:574] : INFO : Epoch 1603 | loss: 0.0311074 | val_loss: 0.0311632 | Time: 1074.47 ms [2022-04-04 11:44:38 main:574] : INFO : Epoch 1604 | loss: 0.0311072 | val_loss: 0.031158 | Time: 1080.6 ms [2022-04-04 11:44:39 main:574] : INFO : Epoch 1605 | loss: 0.0311041 | val_loss: 0.03116 | Time: 1090.3 ms [2022-04-04 11:44:40 main:574] : INFO : Epoch 1606 | loss: 0.0311017 | val_loss: 0.0311627 | Time: 1075.85 ms [2022-04-04 11:44:41 main:574] : INFO : Epoch 1607 | loss: 0.0310994 | val_loss: 0.0311652 | Time: 1101.26 ms [2022-04-04 11:44:42 main:574] : INFO : Epoch 1608 | loss: 0.0311005 | val_loss: 0.0311656 | Time: 1093.64 ms [2022-04-04 11:44:43 main:574] : INFO : Epoch 1609 | loss: 0.0311001 | val_loss: 0.0311621 | Time: 1067.65 ms [2022-04-04 11:44:44 main:574] : INFO : Epoch 1610 | loss: 0.0311017 | val_loss: 0.0311635 | Time: 1087.49 ms [2022-04-04 11:44:45 main:574] : INFO : Epoch 1611 | loss: 0.0311164 | val_loss: 0.0311598 | Time: 1086.94 ms [2022-04-04 11:44:47 main:574] : INFO : Epoch 1612 | loss: 0.0311246 | val_loss: 0.0311584 | Time: 1077.84 ms [2022-04-04 11:44:48 main:574] : INFO : Epoch 1613 | loss: 0.0311198 | val_loss: 0.0311582 | Time: 1086.09 ms [2022-04-04 11:44:49 main:574] : INFO : Epoch 1614 | loss: 0.0311159 | val_loss: 0.0311553 | Time: 1078.73 ms [2022-04-04 11:44:50 main:574] : INFO : Epoch 1615 | loss: 0.0311114 | val_loss: 0.0311565 | Time: 1075.11 ms [2022-04-04 11:44:51 main:574] : INFO : Epoch 1616 | loss: 0.0311109 | val_loss: 0.031159 | Time: 1093.27 ms [2022-04-04 11:44:52 main:574] : INFO : Epoch 1617 | loss: 0.0311098 | val_loss: 0.0311666 | Time: 1098.64 ms [2022-04-04 11:44:53 main:574] : INFO : Epoch 1618 | loss: 0.0311057 | val_loss: 0.0311644 | Time: 1088.29 ms [2022-04-04 11:44:54 main:574] : INFO : Epoch 1619 | loss: 0.0311052 | val_loss: 0.0311577 | Time: 1080.74 ms [2022-04-04 11:44:55 main:574] : INFO : Epoch 1620 | loss: 0.0311039 | val_loss: 0.0311615 | Time: 1130.75 ms [2022-04-04 11:44:57 main:574] : INFO : Epoch 1621 | loss: 0.0311029 | val_loss: 0.0311658 | Time: 1109.11 ms [2022-04-04 11:44:58 main:574] : INFO : Epoch 1622 | loss: 0.0311076 | val_loss: 0.0311628 | Time: 1066.31 ms [2022-04-04 11:44:59 main:574] : INFO : Epoch 1623 | loss: 0.0311078 | val_loss: 0.0311559 | Time: 1093.85 ms [2022-04-04 11:45:00 main:574] : INFO : Epoch 1624 | loss: 0.0311032 | val_loss: 0.031163 | Time: 1082.86 ms [2022-04-04 11:45:01 main:574] : INFO : Epoch 1625 | loss: 0.0311014 | val_loss: 0.0311635 | Time: 1074.16 ms [2022-04-04 11:45:02 main:574] : INFO : Epoch 1626 | loss: 0.031106 | val_loss: 0.0311578 | Time: 1107.09 ms [2022-04-04 11:45:03 main:574] : INFO : Epoch 1627 | loss: 0.0311052 | val_loss: 0.0311609 | Time: 1074.81 ms [2022-04-04 11:45:04 main:574] : INFO : Epoch 1628 | loss: 0.0311049 | val_loss: 0.0311512 | Time: 1080.14 ms [2022-04-04 11:45:05 main:574] : INFO : Epoch 1629 | loss: 0.0311023 | val_loss: 0.03116 | Time: 1071.74 ms [2022-04-04 11:45:06 main:574] : INFO : Epoch 1630 | loss: 0.0311009 | val_loss: 0.0311684 | Time: 1081.31 ms [2022-04-04 11:45:07 main:574] : INFO : Epoch 1631 | loss: 0.0311043 | val_loss: 0.0311639 | Time: 1087.99 ms [2022-04-04 11:45:09 main:574] : INFO : Epoch 1632 | loss: 0.0311046 | val_loss: 0.03116 | Time: 1067.69 ms [2022-04-04 11:45:10 main:574] : INFO : Epoch 1633 | loss: 0.031107 | val_loss: 0.0311648 | Time: 1090.04 ms [2022-04-04 11:45:11 main:574] : INFO : Epoch 1634 | loss: 0.0311057 | val_loss: 0.0311632 | Time: 1083.97 ms [2022-04-04 11:45:12 main:574] : INFO : Epoch 1635 | loss: 0.0311069 | val_loss: 0.0311536 | Time: 1072.21 ms [2022-04-04 11:45:13 main:574] : INFO : Epoch 1636 | loss: 0.0311038 | val_loss: 0.0311744 | Time: 1086.47 ms [2022-04-04 11:45:14 main:574] : INFO : Epoch 1637 | loss: 0.0311031 | val_loss: 0.0311687 | Time: 1082.86 ms [2022-04-04 11:45:15 main:574] : INFO : Epoch 1638 | loss: 0.0311018 | val_loss: 0.0311674 | Time: 1076.73 ms [2022-04-04 11:45:16 main:574] : INFO : Epoch 1639 | loss: 0.0311007 | val_loss: 0.0311587 | Time: 1094.55 ms [2022-04-04 11:45:17 main:574] : INFO : Epoch 1640 | loss: 0.0311008 | val_loss: 0.0311644 | Time: 1072.32 ms [2022-04-04 11:45:18 main:574] : INFO : Epoch 1641 | loss: 0.0311023 | val_loss: 0.0311583 | Time: 1078.6 ms [2022-04-04 11:45:19 main:574] : INFO : Epoch 1642 | loss: 0.0311059 | val_loss: 0.0311577 | Time: 1086.79 ms [2022-04-04 11:45:21 main:574] : INFO : Epoch 1643 | loss: 0.0311105 | val_loss: 0.0311637 | Time: 1075.48 ms [2022-04-04 11:45:22 main:574] : INFO : Epoch 1644 | loss: 0.0311092 | val_loss: 0.0311619 | Time: 1082.54 ms [2022-04-04 11:45:23 main:574] : INFO : Epoch 1645 | loss: 0.0311127 | val_loss: 0.031159 | Time: 1068.37 ms [2022-04-04 11:45:24 main:574] : INFO : Epoch 1646 | loss: 0.0311099 | val_loss: 0.0311604 | Time: 1078.51 ms [2022-04-04 11:45:25 main:574] : INFO : Epoch 1647 | loss: 0.0311103 | val_loss: 0.0311647 | Time: 1095.27 ms [2022-04-04 11:45:26 main:574] : INFO : Epoch 1648 | loss: 0.031108 | val_loss: 0.031155 | Time: 1060.27 ms [2022-04-04 11:45:27 main:574] : INFO : Epoch 1649 | loss: 0.0311065 | val_loss: 0.0311621 | Time: 1099.23 ms [2022-04-04 11:45:28 main:574] : INFO : Epoch 1650 | loss: 0.0311067 | val_loss: 0.0311573 | Time: 1084.8 ms [2022-04-04 11:45:29 main:574] : INFO : Epoch 1651 | loss: 0.0311149 | val_loss: 0.0311606 | Time: 1081.62 ms [2022-04-04 11:45:30 main:574] : INFO : Epoch 1652 | loss: 0.031109 | val_loss: 0.0311633 | Time: 1095.82 ms [2022-04-04 11:45:32 main:574] : INFO : Epoch 1653 | loss: 0.0311082 | val_loss: 0.0311648 | Time: 1083.26 ms [2022-04-04 11:45:33 main:574] : INFO : Epoch 1654 | loss: 0.0311063 | val_loss: 0.0311673 | Time: 1075.93 ms [2022-04-04 11:45:34 main:574] : INFO : Epoch 1655 | loss: 0.0311013 | val_loss: 0.0311574 | Time: 1094 ms [2022-04-04 11:45:35 main:574] : INFO : Epoch 1656 | loss: 0.0311013 | val_loss: 0.0311658 | Time: 1073.8 ms [2022-04-04 11:45:36 main:574] : INFO : Epoch 1657 | loss: 0.0311013 | val_loss: 0.0311649 | Time: 1080.42 ms [2022-04-04 11:45:37 main:574] : INFO : Epoch 1658 | loss: 0.0311061 | val_loss: 0.0311622 | Time: 1076.71 ms [2022-04-04 11:45:38 main:574] : INFO : Epoch 1659 | loss: 0.0311094 | val_loss: 0.031157 | Time: 1082.02 ms [2022-04-04 11:45:39 main:574] : INFO : Epoch 1660 | loss: 0.0311237 | val_loss: 0.0311586 | Time: 1092.88 ms [2022-04-04 11:45:40 main:574] : INFO : Epoch 1661 | loss: 0.0311221 | val_loss: 0.0311547 | Time: 1066.79 ms [2022-04-04 11:45:41 main:574] : INFO : Epoch 1662 | loss: 0.0311165 | val_loss: 0.0311601 | Time: 1089.88 ms [2022-04-04 11:45:42 main:574] : INFO : Epoch 1663 | loss: 0.0311173 | val_loss: 0.031153 | Time: 1091.9 ms [2022-04-04 11:45:44 main:574] : INFO : Epoch 1664 | loss: 0.0311161 | val_loss: 0.0311509 | Time: 1069.21 ms [2022-04-04 11:45:45 main:574] : INFO : Epoch 1665 | loss: 0.0311126 | val_loss: 0.031151 | Time: 1095.59 ms [2022-04-04 11:45:46 main:574] : INFO : Epoch 1666 | loss: 0.0311115 | val_loss: 0.0311544 | Time: 1086.38 ms [2022-04-04 11:45:47 main:574] : INFO : Epoch 1667 | loss: 0.0311123 | val_loss: 0.0311618 | Time: 1095.26 ms [2022-04-04 11:45:48 main:574] : INFO : Epoch 1668 | loss: 0.0311071 | val_loss: 0.0311575 | Time: 1105.45 ms [2022-04-04 11:45:49 main:574] : INFO : Epoch 1669 | loss: 0.0311098 | val_loss: 0.0311537 | Time: 1087.73 ms [2022-04-04 11:45:50 main:574] : INFO : Epoch 1670 | loss: 0.0311062 | val_loss: 0.0311578 | Time: 1087.76 ms [2022-04-04 11:45:51 main:574] : INFO : Epoch 1671 | loss: 0.0311052 | val_loss: 0.0311538 | Time: 1098.14 ms [2022-04-04 11:45:52 main:574] : INFO : Epoch 1672 | loss: 0.0311067 | val_loss: 0.0311574 | Time: 1095.55 ms [2022-04-04 11:45:53 main:574] : INFO : Epoch 1673 | loss: 0.0311165 | val_loss: 0.0311551 | Time: 1108.84 ms [2022-04-04 11:45:55 main:574] : INFO : Epoch 1674 | loss: 0.0311182 | val_loss: 0.0311558 | Time: 1070.41 ms [2022-04-04 11:45:56 main:574] : INFO : Epoch 1675 | loss: 0.0311136 | val_loss: 0.0311625 | Time: 1090.4 ms [2022-04-04 11:45:57 main:574] : INFO : Epoch 1676 | loss: 0.0311105 | val_loss: 0.0311564 | Time: 1099.15 ms [2022-04-04 11:45:58 main:574] : INFO : Epoch 1677 | loss: 0.0311105 | val_loss: 0.031166 | Time: 1083.64 ms [2022-04-04 11:45:59 main:574] : INFO : Epoch 1678 | loss: 0.0311091 | val_loss: 0.031156 | Time: 1087.16 ms [2022-04-04 11:46:00 main:574] : INFO : Epoch 1679 | loss: 0.0311116 | val_loss: 0.0311553 | Time: 1086.75 ms [2022-04-04 11:46:01 main:574] : INFO : Epoch 1680 | loss: 0.031107 | val_loss: 0.0311547 | Time: 1075.23 ms [2022-04-04 11:46:02 main:574] : INFO : Epoch 1681 | loss: 0.0311077 | val_loss: 0.031154 | Time: 1085.2 ms [2022-04-04 11:46:03 main:574] : INFO : Epoch 1682 | loss: 0.0311063 | val_loss: 0.0311646 | Time: 1075.25 ms [2022-04-04 11:46:04 main:574] : INFO : Epoch 1683 | loss: 0.031106 | val_loss: 0.0311598 | Time: 1083.27 ms [2022-04-04 11:46:06 main:574] : INFO : Epoch 1684 | loss: 0.0311019 | val_loss: 0.0311613 | Time: 1099.41 ms [2022-04-04 11:46:07 main:574] : INFO : Epoch 1685 | loss: 0.0311 | val_loss: 0.0311588 | Time: 1091.67 ms [2022-04-04 11:46:08 main:574] : INFO : Epoch 1686 | loss: 0.0311007 | val_loss: 0.0311609 | Time: 1088 ms [2022-04-04 11:46:09 main:574] : INFO : Epoch 1687 | loss: 0.0310994 | val_loss: 0.0311591 | Time: 1066.15 ms [2022-04-04 11:46:10 main:574] : INFO : Epoch 1688 | loss: 0.031097 | val_loss: 0.0311597 | Time: 1089.42 ms [2022-04-04 11:46:11 main:574] : INFO : Epoch 1689 | loss: 0.0310993 | val_loss: 0.0311576 | Time: 1086.49 ms [2022-04-04 11:46:12 main:574] : INFO : Epoch 1690 | loss: 0.0310989 | val_loss: 0.0311565 | Time: 1068.16 ms [2022-04-04 11:46:13 main:574] : INFO : Epoch 1691 | loss: 0.0311019 | val_loss: 0.0311536 | Time: 1098.3 ms [2022-04-04 11:46:14 main:574] : INFO : Epoch 1692 | loss: 0.031115 | val_loss: 0.0311542 | Time: 1086.34 ms [2022-04-04 11:46:15 main:574] : INFO : Epoch 1693 | loss: 0.0311166 | val_loss: 0.0311571 | Time: 1082.16 ms [2022-04-04 11:46:17 main:574] : INFO : Epoch 1694 | loss: 0.0311142 | val_loss: 0.0311516 | Time: 1089.93 ms [2022-04-04 11:46:18 main:574] : INFO : Epoch 1695 | loss: 0.0311112 | val_loss: 0.0311483 | Time: 1078.33 ms [2022-04-04 11:46:19 main:574] : INFO : Epoch 1696 | loss: 0.0311091 | val_loss: 0.0311592 | Time: 1084.8 ms [2022-04-04 11:46:20 main:574] : INFO : Epoch 1697 | loss: 0.0311091 | val_loss: 0.0311574 | Time: 1100.34 ms [2022-04-04 11:46:21 main:574] : INFO : Epoch 1698 | loss: 0.0311097 | val_loss: 0.0311583 | Time: 1071.39 ms [2022-04-04 11:46:22 main:574] : INFO : Epoch 1699 | loss: 0.0311063 | val_loss: 0.0311531 | Time: 1091.31 ms [2022-04-04 11:46:23 main:574] : INFO : Epoch 1700 | loss: 0.0311014 | val_loss: 0.0311576 | Time: 1067.17 ms [2022-04-04 11:46:24 main:574] : INFO : Epoch 1701 | loss: 0.0311035 | val_loss: 0.0311536 | Time: 1094.7 ms [2022-04-04 11:46:25 main:574] : INFO : Epoch 1702 | loss: 0.0311021 | val_loss: 0.0311515 | Time: 1084.69 ms [2022-04-04 11:46:26 main:574] : INFO : Epoch 1703 | loss: 0.0311029 | val_loss: 0.0311624 | Time: 1069.92 ms [2022-04-04 11:46:27 main:574] : INFO : Epoch 1704 | loss: 0.0311112 | val_loss: 0.031156 | Time: 1093.48 ms [2022-04-04 11:46:29 main:574] : INFO : Epoch 1705 | loss: 0.0311104 | val_loss: 0.0311573 | Time: 1089.22 ms [2022-04-04 11:46:30 main:574] : INFO : Epoch 1706 | loss: 0.0311063 | val_loss: 0.0311569 | Time: 1083.77 ms [2022-04-04 11:46:31 main:574] : INFO : Epoch 1707 | loss: 0.0311004 | val_loss: 0.0311587 | Time: 1092.24 ms [2022-04-04 11:46:32 main:574] : INFO : Epoch 1708 | loss: 0.0310983 | val_loss: 0.031155 | Time: 1072.8 ms [2022-04-04 11:46:33 main:574] : INFO : Epoch 1709 | loss: 0.0310941 | val_loss: 0.0311636 | Time: 1075.91 ms [2022-04-04 11:46:34 main:574] : INFO : Epoch 1710 | loss: 0.0310962 | val_loss: 0.0311602 | Time: 1083.9 ms [2022-04-04 11:46:35 main:574] : INFO : Epoch 1711 | loss: 0.0310944 | val_loss: 0.0311607 | Time: 1071.16 ms [2022-04-04 11:46:36 main:574] : INFO : Epoch 1712 | loss: 0.0310914 | val_loss: 0.0311565 | Time: 1082.91 ms [2022-04-04 11:46:37 main:574] : INFO : Epoch 1713 | loss: 0.0310988 | val_loss: 0.0311587 | Time: 1088.15 ms [2022-04-04 11:46:38 main:574] : INFO : Epoch 1714 | loss: 0.0310981 | val_loss: 0.0311676 | Time: 1061.85 ms [2022-04-04 11:46:39 main:574] : INFO : Epoch 1715 | loss: 0.0311015 | val_loss: 0.031156 | Time: 1081.35 ms [2022-04-04 11:46:41 main:574] : INFO : Epoch 1716 | loss: 0.0311033 | val_loss: 0.0311671 | Time: 1070.73 ms [2022-04-04 11:46:42 main:574] : INFO : Epoch 1717 | loss: 0.0311012 | val_loss: 0.0311597 | Time: 1094.21 ms [2022-04-04 11:46:43 main:574] : INFO : Epoch 1718 | loss: 0.0310978 | val_loss: 0.0311612 | Time: 1084.71 ms [2022-04-04 11:46:44 main:574] : INFO : Epoch 1719 | loss: 0.0310962 | val_loss: 0.0311678 | Time: 1065.99 ms [2022-04-04 11:46:45 main:574] : INFO : Epoch 1720 | loss: 0.0310953 | val_loss: 0.0311646 | Time: 1089.43 ms [2022-04-04 11:46:46 main:574] : INFO : Epoch 1721 | loss: 0.0310997 | val_loss: 0.0311601 | Time: 1081.18 ms [2022-04-04 11:46:47 main:574] : INFO : Epoch 1722 | loss: 0.0311004 | val_loss: 0.0311596 | Time: 1080.38 ms [2022-04-04 11:46:48 main:574] : INFO : Epoch 1723 | loss: 0.0311001 | val_loss: 0.0311566 | Time: 1092.06 ms [2022-04-04 11:46:49 main:574] : INFO : Epoch 1724 | loss: 0.0310981 | val_loss: 0.0311575 | Time: 1073.15 ms [2022-04-04 11:46:50 main:574] : INFO : Epoch 1725 | loss: 0.0310954 | val_loss: 0.0311656 | Time: 1090.85 ms [2022-04-04 11:46:52 main:574] : INFO : Epoch 1726 | loss: 0.0310954 | val_loss: 0.0311655 | Time: 1094.07 ms [2022-04-04 11:46:53 main:574] : INFO : Epoch 1727 | loss: 0.0310926 | val_loss: 0.0311612 | Time: 1071.28 ms [2022-04-04 11:46:54 main:574] : INFO : Epoch 1728 | loss: 0.0310921 | val_loss: 0.0311679 | Time: 1088.78 ms [2022-04-04 11:46:55 main:574] : INFO : Epoch 1729 | loss: 0.0310902 | val_loss: 0.0311624 | Time: 1092.53 ms [2022-04-04 11:46:56 main:574] : INFO : Epoch 1730 | loss: 0.031089 | val_loss: 0.0311576 | Time: 1087.16 ms [2022-04-04 11:46:57 main:574] : INFO : Epoch 1731 | loss: 0.0310887 | val_loss: 0.0311705 | Time: 1084.16 ms [2022-04-04 11:46:58 main:574] : INFO : Epoch 1732 | loss: 0.0310891 | val_loss: 0.0311655 | Time: 1077.16 ms [2022-04-04 11:46:59 main:574] : INFO : Epoch 1733 | loss: 0.0310892 | val_loss: 0.0311545 | Time: 1094.88 ms [2022-04-04 11:47:00 main:574] : INFO : Epoch 1734 | loss: 0.0310918 | val_loss: 0.0311655 | Time: 1086.43 ms [2022-04-04 11:47:01 main:574] : INFO : Epoch 1735 | loss: 0.031099 | val_loss: 0.0311601 | Time: 1091.45 ms [2022-04-04 11:47:03 main:574] : INFO : Epoch 1736 | loss: 0.0310998 | val_loss: 0.0311626 | Time: 1093.26 ms [2022-04-04 11:47:04 main:574] : INFO : Epoch 1737 | loss: 0.0310988 | val_loss: 0.0311588 | Time: 1065.48 ms [2022-04-04 11:47:05 main:574] : INFO : Epoch 1738 | loss: 0.0310978 | val_loss: 0.0311606 | Time: 1090.54 ms [2022-04-04 11:47:06 main:574] : INFO : Epoch 1739 | loss: 0.0310942 | val_loss: 0.0311605 | Time: 1104.34 ms [2022-04-04 11:47:07 main:574] : INFO : Epoch 1740 | loss: 0.0310946 | val_loss: 0.0311608 | Time: 1093.17 ms [2022-04-04 11:47:08 main:574] : INFO : Epoch 1741 | loss: 0.0310927 | val_loss: 0.0311665 | Time: 1085.95 ms [2022-04-04 11:47:09 main:574] : INFO : Epoch 1742 | loss: 0.0310941 | val_loss: 0.0311673 | Time: 1083.82 ms [2022-04-04 11:47:10 main:574] : INFO : Epoch 1743 | loss: 0.0310932 | val_loss: 0.0311605 | Time: 1074.94 ms [2022-04-04 11:47:11 main:574] : INFO : Epoch 1744 | loss: 0.0310916 | val_loss: 0.0311637 | Time: 1098.59 ms [2022-04-04 11:47:12 main:574] : INFO : Epoch 1745 | loss: 0.0310909 | val_loss: 0.0311671 | Time: 1094.19 ms [2022-04-04 11:47:14 main:574] : INFO : Epoch 1746 | loss: 0.0310895 | val_loss: 0.0311692 | Time: 1089.68 ms [2022-04-04 11:47:15 main:574] : INFO : Epoch 1747 | loss: 0.0310917 | val_loss: 0.0311755 | Time: 1077.85 ms [2022-04-04 11:47:16 main:574] : INFO : Epoch 1748 | loss: 0.0310919 | val_loss: 0.0311718 | Time: 1085.53 ms [2022-04-04 11:47:17 main:574] : INFO : Epoch 1749 | loss: 0.0311081 | val_loss: 0.0311938 | Time: 1093.23 ms [2022-04-04 11:47:18 main:574] : INFO : Epoch 1750 | loss: 0.0316146 | val_loss: 0.0321585 | Time: 1071.87 ms [2022-04-04 11:47:19 main:574] : INFO : Epoch 1751 | loss: 0.0359976 | val_loss: 0.0475501 | Time: 1096.17 ms [2022-04-04 11:47:20 main:574] : INFO : Epoch 1752 | loss: 0.043783 | val_loss: 0.0373474 | Time: 1084.46 ms [2022-04-04 11:47:21 main:574] : INFO : Epoch 1753 | loss: 0.0337528 | val_loss: 0.0317417 | Time: 1069.46 ms [2022-04-04 11:47:22 main:574] : INFO : Epoch 1754 | loss: 0.031672 | val_loss: 0.0314615 | Time: 1099.54 ms [2022-04-04 11:47:23 main:574] : INFO : Epoch 1755 | loss: 0.0313177 | val_loss: 0.0312817 | Time: 1086.26 ms [2022-04-04 11:47:24 main:574] : INFO : Epoch 1756 | loss: 0.0312602 | val_loss: 0.0312543 | Time: 1071.49 ms [2022-04-04 11:47:26 main:574] : INFO : Epoch 1757 | loss: 0.0312504 | val_loss: 0.0312475 | Time: 1093.68 ms [2022-04-04 11:47:27 main:574] : INFO : Epoch 1758 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1081.02 ms [2022-04-04 11:47:28 main:574] : INFO : Epoch 1759 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 1083.49 ms [2022-04-04 11:47:29 main:574] : INFO : Epoch 1760 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1084.44 ms [2022-04-04 11:47:30 main:574] : INFO : Epoch 1761 | loss: 0.0312439 | val_loss: 0.0312432 | Time: 1076.5 ms [2022-04-04 11:47:31 main:574] : INFO : Epoch 1762 | loss: 0.0312425 | val_loss: 0.0312424 | Time: 1109.96 ms [2022-04-04 11:47:32 main:574] : INFO : Epoch 1763 | loss: 0.0312415 | val_loss: 0.0312414 | Time: 1087.58 ms [2022-04-04 11:47:33 main:574] : INFO : Epoch 1764 | loss: 0.0312399 | val_loss: 0.0312401 | Time: 1100.09 ms [2022-04-04 11:47:34 main:574] : INFO : Epoch 1765 | loss: 0.0312383 | val_loss: 0.0312394 | Time: 1100.25 ms [2022-04-04 11:47:35 main:574] : INFO : Epoch 1766 | loss: 0.0312365 | val_loss: 0.0312363 | Time: 1082.97 ms [2022-04-04 11:47:37 main:574] : INFO : Epoch 1767 | loss: 0.0312338 | val_loss: 0.0312336 | Time: 1107.88 ms [2022-04-04 11:47:38 main:574] : INFO : Epoch 1768 | loss: 0.0312315 | val_loss: 0.0312321 | Time: 1090.03 ms [2022-04-04 11:47:39 main:574] : INFO : Epoch 1769 | loss: 0.0312287 | val_loss: 0.0312302 | Time: 1074.38 ms [2022-04-04 11:47:40 main:574] : INFO : Epoch 1770 | loss: 0.0312263 | val_loss: 0.031227 | Time: 1093.69 ms [2022-04-04 11:47:41 main:574] : INFO : Epoch 1771 | loss: 0.0312243 | val_loss: 0.0312256 | Time: 1090.82 ms [2022-04-04 11:47:42 main:574] : INFO : Epoch 1772 | loss: 0.031221 | val_loss: 0.0312213 | Time: 1091.05 ms [2022-04-04 11:47:43 main:574] : INFO : Epoch 1773 | loss: 0.0312179 | val_loss: 0.0312192 | Time: 1089.35 ms [2022-04-04 11:47:44 main:574] : INFO : Epoch 1774 | loss: 0.0312143 | val_loss: 0.0312144 | Time: 1074.87 ms [2022-04-04 11:47:45 main:574] : INFO : Epoch 1775 | loss: 0.0312106 | val_loss: 0.0312109 | Time: 1092.01 ms [2022-04-04 11:47:46 main:574] : INFO : Epoch 1776 | loss: 0.0312075 | val_loss: 0.0312082 | Time: 1069.38 ms [2022-04-04 11:47:48 main:574] : INFO : Epoch 1777 | loss: 0.0312049 | val_loss: 0.0312061 | Time: 1089.26 ms [2022-04-04 11:47:49 main:574] : INFO : Epoch 1778 | loss: 0.0312027 | val_loss: 0.0312042 | Time: 1080.71 ms [2022-04-04 11:47:50 main:574] : INFO : Epoch 1779 | loss: 0.0312003 | val_loss: 0.0312017 | Time: 1068.08 ms [2022-04-04 11:47:51 main:574] : INFO : Epoch 1780 | loss: 0.0311976 | val_loss: 0.0311993 | Time: 1088.48 ms [2022-04-04 11:47:52 main:574] : INFO : Epoch 1781 | loss: 0.0311955 | val_loss: 0.031198 | Time: 1080.51 ms [2022-04-04 11:47:53 main:574] : INFO : Epoch 1782 | loss: 0.0311932 | val_loss: 0.031198 | Time: 1076.99 ms [2022-04-04 11:47:54 main:574] : INFO : Epoch 1783 | loss: 0.0311914 | val_loss: 0.0311939 | Time: 1099.4 ms [2022-04-04 11:47:55 main:574] : INFO : Epoch 1784 | loss: 0.0311899 | val_loss: 0.0311918 | Time: 1078.37 ms [2022-04-04 11:47:56 main:574] : INFO : Epoch 1785 | loss: 0.0311879 | val_loss: 0.0311912 | Time: 1086.75 ms [2022-04-04 11:47:57 main:574] : INFO : Epoch 1786 | loss: 0.031186 | val_loss: 0.0311859 | Time: 1092.2 ms [2022-04-04 11:47:59 main:574] : INFO : Epoch 1787 | loss: 0.0311834 | val_loss: 0.0311844 | Time: 1075.04 ms [2022-04-04 11:48:00 main:574] : INFO : Epoch 1788 | loss: 0.031182 | val_loss: 0.0311828 | Time: 1078.42 ms [2022-04-04 11:48:01 main:574] : INFO : Epoch 1789 | loss: 0.0311801 | val_loss: 0.0311819 | Time: 1073.71 ms [2022-04-04 11:48:02 main:574] : INFO : Epoch 1790 | loss: 0.0311792 | val_loss: 0.0311833 | Time: 1097.02 ms [2022-04-04 11:48:03 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 1083.6 ms [2022-04-04 11:48:04 main:574] : INFO : Epoch 1792 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 1067.79 ms [2022-04-04 11:48:05 main:574] : INFO : Epoch 1793 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 1096.95 ms [2022-04-04 11:48:06 main:574] : INFO : Epoch 1794 | loss: 0.0311743 | val_loss: 0.0311766 | Time: 1078.76 ms [2022-04-04 11:48:07 main:574] : INFO : Epoch 1795 | loss: 0.0311739 | val_loss: 0.031177 | Time: 1082.32 ms [2022-04-04 11:48:08 main:574] : INFO : Epoch 1796 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 1094.62 ms [2022-04-04 11:48:09 main:574] : INFO : Epoch 1797 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 1072.64 ms [2022-04-04 11:48:11 main:574] : INFO : Epoch 1798 | loss: 0.0311718 | val_loss: 0.0311772 | Time: 1076.6 ms [2022-04-04 11:48:12 main:574] : INFO : Epoch 1799 | loss: 0.031172 | val_loss: 0.0311751 | Time: 1093.34 ms [2022-04-04 11:48:13 main:574] : INFO : Epoch 1800 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 1067.45 ms [2022-04-04 11:48:14 main:574] : INFO : Epoch 1801 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 1087.15 ms [2022-04-04 11:48:15 main:574] : INFO : Epoch 1802 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 1095.12 ms [2022-04-04 11:48:16 main:574] : INFO : Epoch 1803 | loss: 0.0311692 | val_loss: 0.0311747 | Time: 1073.34 ms [2022-04-04 11:48:17 main:574] : INFO : Epoch 1804 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 1095.46 ms [2022-04-04 11:48:18 main:574] : INFO : Epoch 1805 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 1078.39 ms [2022-04-04 11:48:19 main:574] : INFO : Epoch 1806 | loss: 0.0311667 | val_loss: 0.0311794 | Time: 1086.57 ms [2022-04-04 11:48:20 main:574] : INFO : Epoch 1807 | loss: 0.0311668 | val_loss: 0.0311734 | Time: 1072.29 ms [2022-04-04 11:48:22 main:574] : INFO : Epoch 1808 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 1077.75 ms [2022-04-04 11:48:23 main:574] : INFO : Epoch 1809 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 1096.59 ms [2022-04-04 11:48:24 main:574] : INFO : Epoch 1810 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 1088.33 ms [2022-04-04 11:48:25 main:574] : INFO : Epoch 1811 | loss: 0.0311647 | val_loss: 0.0311761 | Time: 1081.04 ms [2022-04-04 11:48:26 main:574] : INFO : Epoch 1812 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 1093.39 ms [2022-04-04 11:48:27 main:574] : INFO : Epoch 1813 | loss: 0.031163 | val_loss: 0.031172 | Time: 1065.5 ms [2022-04-04 11:48:28 main:574] : INFO : Epoch 1814 | loss: 0.031163 | val_loss: 0.0311713 | Time: 1087.14 ms [2022-04-04 11:48:29 main:574] : INFO : Epoch 1815 | loss: 0.0311623 | val_loss: 0.0311713 | Time: 1088.06 ms [2022-04-04 11:48:30 main:574] : INFO : Epoch 1816 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 1066.29 ms [2022-04-04 11:48:31 main:574] : INFO : Epoch 1817 | loss: 0.0311629 | val_loss: 0.0311711 | Time: 1090.32 ms [2022-04-04 11:48:32 main:574] : INFO : Epoch 1818 | loss: 0.0311604 | val_loss: 0.0311715 | Time: 1063.89 ms [2022-04-04 11:48:34 main:574] : INFO : Epoch 1819 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 1088.65 ms [2022-04-04 11:48:35 main:574] : INFO : Epoch 1820 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 1079.58 ms [2022-04-04 11:48:36 main:574] : INFO : Epoch 1821 | loss: 0.0311586 | val_loss: 0.0311705 | Time: 1074.68 ms [2022-04-04 11:48:37 main:574] : INFO : Epoch 1822 | loss: 0.0311583 | val_loss: 0.0311707 | Time: 1089.37 ms [2022-04-04 11:48:38 main:574] : INFO : Epoch 1823 | loss: 0.0311599 | val_loss: 0.0311694 | Time: 1072.34 ms [2022-04-04 11:48:39 main:574] : INFO : Epoch 1824 | loss: 0.0311594 | val_loss: 0.0311708 | Time: 1079.5 ms [2022-04-04 11:48:40 main:574] : INFO : Epoch 1825 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 1089.36 ms [2022-04-04 11:48:41 main:574] : INFO : Epoch 1826 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 1073.87 ms [2022-04-04 11:48:42 main:574] : INFO : Epoch 1827 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 1083.39 ms [2022-04-04 11:48:43 main:574] : INFO : Epoch 1828 | loss: 0.0311575 | val_loss: 0.0311667 | Time: 1093.89 ms [2022-04-04 11:48:44 main:574] : INFO : Epoch 1829 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 1067.53 ms [2022-04-04 11:48:46 main:574] : INFO : Epoch 1830 | loss: 0.0311557 | val_loss: 0.0311695 | Time: 1095.88 ms [2022-04-04 11:48:47 main:574] : INFO : Epoch 1831 | loss: 0.0311552 | val_loss: 0.0311679 | Time: 1089.26 ms [2022-04-04 11:48:48 main:574] : INFO : Epoch 1832 | loss: 0.0311549 | val_loss: 0.0311709 | Time: 1068.46 ms [2022-04-04 11:48:49 main:574] : INFO : Epoch 1833 | loss: 0.0311547 | val_loss: 0.0311679 | Time: 1079.39 ms [2022-04-04 11:48:50 main:574] : INFO : Epoch 1834 | loss: 0.0311533 | val_loss: 0.0311673 | Time: 1070.94 ms [2022-04-04 11:48:51 main:574] : INFO : Epoch 1835 | loss: 0.0311544 | val_loss: 0.0311676 | Time: 1089.06 ms [2022-04-04 11:48:52 main:574] : INFO : Epoch 1836 | loss: 0.031155 | val_loss: 0.0311663 | Time: 1076.33 ms [2022-04-04 11:48:53 main:574] : INFO : Epoch 1837 | loss: 0.0311523 | val_loss: 0.0311674 | Time: 1081.01 ms [2022-04-04 11:48:54 main:574] : INFO : Epoch 1838 | loss: 0.0311523 | val_loss: 0.0311673 | Time: 1092.14 ms [2022-04-04 11:48:55 main:574] : INFO : Epoch 1839 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 1068.59 ms [2022-04-04 11:48:56 main:574] : INFO : Epoch 1840 | loss: 0.0311526 | val_loss: 0.0311649 | Time: 1088.77 ms [2022-04-04 11:48:58 main:574] : INFO : Epoch 1841 | loss: 0.0311538 | val_loss: 0.0311653 | Time: 1092.87 ms [2022-04-04 11:48:59 main:574] : INFO : Epoch 1842 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 1067.34 ms [2022-04-04 11:49:00 main:574] : INFO : Epoch 1843 | loss: 0.0311517 | val_loss: 0.031165 | Time: 1097.28 ms [2022-04-04 11:49:01 main:574] : INFO : Epoch 1844 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 1088.08 ms [2022-04-04 11:49:02 main:574] : INFO : Epoch 1845 | loss: 0.0311536 | val_loss: 0.0311658 | Time: 1075.35 ms [2022-04-04 11:49:03 main:574] : INFO : Epoch 1846 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 1094.1 ms [2022-04-04 11:49:04 main:574] : INFO : Epoch 1847 | loss: 0.0311524 | val_loss: 0.031164 | Time: 1077.28 ms [2022-04-04 11:49:05 main:574] : INFO : Epoch 1848 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 1083.98 ms [2022-04-04 11:49:06 main:574] : INFO : Epoch 1849 | loss: 0.0311508 | val_loss: 0.0311618 | Time: 1077.6 ms [2022-04-04 11:49:07 main:574] : INFO : Epoch 1850 | loss: 0.0311493 | val_loss: 0.031162 | Time: 1087.47 ms [2022-04-04 11:49:09 main:574] : INFO : Epoch 1851 | loss: 0.0311489 | val_loss: 0.0311723 | Time: 1085.17 ms [2022-04-04 11:49:10 main:574] : INFO : Epoch 1852 | loss: 0.0311497 | val_loss: 0.031164 | Time: 1085.34 ms [2022-04-04 11:49:11 main:574] : INFO : Epoch 1853 | loss: 0.0311489 | val_loss: 0.0311604 | Time: 1089.79 ms [2022-04-04 11:49:12 main:574] : INFO : Epoch 1854 | loss: 0.0311495 | val_loss: 0.0311599 | Time: 1088.05 ms [2022-04-04 11:49:13 main:574] : INFO : Epoch 1855 | loss: 0.031148 | val_loss: 0.0311616 | Time: 1063.12 ms [2022-04-04 11:49:14 main:574] : INFO : Epoch 1856 | loss: 0.031147 | val_loss: 0.031162 | Time: 1089.23 ms [2022-04-04 11:49:15 main:574] : INFO : Epoch 1857 | loss: 0.0311467 | val_loss: 0.0311665 | Time: 1096.24 ms [2022-04-04 11:49:16 main:574] : INFO : Epoch 1858 | loss: 0.0311466 | val_loss: 0.0311604 | Time: 1070.1 ms [2022-04-04 11:49:17 main:574] : INFO : Epoch 1859 | loss: 0.0311452 | val_loss: 0.0311623 | Time: 1096.16 ms [2022-04-04 11:49:18 main:574] : INFO : Epoch 1860 | loss: 0.031146 | val_loss: 0.0311616 | Time: 1090.04 ms [2022-04-04 11:49:20 main:574] : INFO : Epoch 1861 | loss: 0.0311455 | val_loss: 0.0311641 | Time: 1093.54 ms [2022-04-04 11:49:21 main:574] : INFO : Epoch 1862 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 1083.27 ms [2022-04-04 11:49:22 main:574] : INFO : Epoch 1863 | loss: 0.0311447 | val_loss: 0.0311631 | Time: 1089.84 ms [2022-04-04 11:49:23 main:574] : INFO : Epoch 1864 | loss: 0.0311446 | val_loss: 0.0311643 | Time: 1098.83 ms [2022-04-04 11:49:24 main:574] : INFO : Epoch 1865 | loss: 0.0311456 | val_loss: 0.0311657 | Time: 1085.65 ms [2022-04-04 11:49:25 main:574] : INFO : Epoch 1866 | loss: 0.0311447 | val_loss: 0.0311664 | Time: 1093.62 ms [2022-04-04 11:49:26 main:574] : INFO : Epoch 1867 | loss: 0.0311429 | val_loss: 0.0311623 | Time: 1101.51 ms [2022-04-04 11:49:27 main:574] : INFO : Epoch 1868 | loss: 0.0311422 | val_loss: 0.0311607 | Time: 1071 ms [2022-04-04 11:49:28 main:574] : INFO : Epoch 1869 | loss: 0.0311417 | val_loss: 0.0311621 | Time: 1101.21 ms [2022-04-04 11:49:29 main:574] : INFO : Epoch 1870 | loss: 0.0311418 | val_loss: 0.0311675 | Time: 1097.06 ms [2022-04-04 11:49:31 main:574] : INFO : Epoch 1871 | loss: 0.031142 | val_loss: 0.0311628 | Time: 1083.34 ms [2022-04-04 11:49:32 main:574] : INFO : Epoch 1872 | loss: 0.0311405 | val_loss: 0.0311618 | Time: 1096.19 ms [2022-04-04 11:49:33 main:574] : INFO : Epoch 1873 | loss: 0.0311402 | val_loss: 0.0311621 | Time: 1077.53 ms [2022-04-04 11:49:34 main:574] : INFO : Epoch 1874 | loss: 0.0311414 | val_loss: 0.0311646 | Time: 1077.06 ms [2022-04-04 11:49:35 main:574] : INFO : Epoch 1875 | loss: 0.0311399 | val_loss: 0.0311629 | Time: 1098.82 ms [2022-04-04 11:49:36 main:574] : INFO : Epoch 1876 | loss: 0.0311397 | val_loss: 0.0311672 | Time: 1065.04 ms [2022-04-04 11:49:37 main:574] : INFO : Epoch 1877 | loss: 0.0311403 | val_loss: 0.0311625 | Time: 1086.16 ms [2022-04-04 11:49:38 main:574] : INFO : Epoch 1878 | loss: 0.031145 | val_loss: 0.03116 | Time: 1098.52 ms [2022-04-04 11:49:39 main:574] : INFO : Epoch 1879 | loss: 0.0311483 | val_loss: 0.031159 | Time: 1091.73 ms [2022-04-04 11:49:41 main:574] : INFO : Epoch 1880 | loss: 0.0311468 | val_loss: 0.0311605 | Time: 1085.64 ms [2022-04-04 11:49:42 main:574] : INFO : Epoch 1881 | loss: 0.0311449 | val_loss: 0.0311602 | Time: 1098.1 ms [2022-04-04 11:49:43 main:574] : INFO : Epoch 1882 | loss: 0.0311441 | val_loss: 0.0311618 | Time: 1095.03 ms [2022-04-04 11:49:44 main:574] : INFO : Epoch 1883 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 1083.59 ms [2022-04-04 11:49:45 main:574] : INFO : Epoch 1884 | loss: 0.0311418 | val_loss: 0.0311596 | Time: 1077.25 ms [2022-04-04 11:49:46 main:574] : INFO : Epoch 1885 | loss: 0.0311416 | val_loss: 0.0311602 | Time: 1097.86 ms [2022-04-04 11:49:47 main:574] : INFO : Epoch 1886 | loss: 0.0311398 | val_loss: 0.0311605 | Time: 1071.5 ms [2022-04-04 11:49:48 main:574] : INFO : Epoch 1887 | loss: 0.0311421 | val_loss: 0.0311605 | Time: 1084.58 ms [2022-04-04 11:49:49 main:574] : INFO : Epoch 1888 | loss: 0.0311407 | val_loss: 0.0311623 | Time: 1096.78 ms [2022-04-04 11:49:50 main:574] : INFO : Epoch 1889 | loss: 0.0311437 | val_loss: 0.031158 | Time: 1063.12 ms [2022-04-04 11:49:51 main:574] : INFO : Epoch 1890 | loss: 0.0311391 | val_loss: 0.0311584 | Time: 1086.78 ms [2022-04-04 11:49:53 main:574] : INFO : Epoch 1891 | loss: 0.0311405 | val_loss: 0.0311587 | Time: 1068.26 ms [2022-04-04 11:49:54 main:574] : INFO : Epoch 1892 | loss: 0.0311421 | val_loss: 0.0311638 | Time: 1069.35 ms [2022-04-04 11:49:55 main:574] : INFO : Epoch 1893 | loss: 0.0311429 | val_loss: 0.0311599 | Time: 1088.73 ms [2022-04-04 11:49:56 main:574] : INFO : Epoch 1894 | loss: 0.0311451 | val_loss: 0.0311632 | Time: 1072.48 ms [2022-04-04 11:49:57 main:574] : INFO : Epoch 1895 | loss: 0.0311418 | val_loss: 0.0311596 | Time: 1093.68 ms [2022-04-04 11:49:58 main:574] : INFO : Epoch 1896 | loss: 0.0311401 | val_loss: 0.0311639 | Time: 1085.18 ms [2022-04-04 11:49:59 main:574] : INFO : Epoch 1897 | loss: 0.0311402 | val_loss: 0.0311598 | Time: 1080.16 ms [2022-04-04 11:50:00 main:574] : INFO : Epoch 1898 | loss: 0.0311429 | val_loss: 0.0311647 | Time: 1095.76 ms [2022-04-04 11:50:01 main:574] : INFO : Epoch 1899 | loss: 0.0311446 | val_loss: 0.0311648 | Time: 1085.65 ms [2022-04-04 11:50:02 main:574] : INFO : Epoch 1900 | loss: 0.0311444 | val_loss: 0.0311572 | Time: 1083.28 ms [2022-04-04 11:50:04 main:574] : INFO : Epoch 1901 | loss: 0.0311425 | val_loss: 0.031161 | Time: 1089.59 ms [2022-04-04 11:50:05 main:574] : INFO : Epoch 1902 | loss: 0.0311422 | val_loss: 0.0311593 | Time: 1068 ms [2022-04-04 11:50:06 main:574] : INFO : Epoch 1903 | loss: 0.0311428 | val_loss: 0.0311631 | Time: 1092.49 ms [2022-04-04 11:50:07 main:574] : INFO : Epoch 1904 | loss: 0.0311426 | val_loss: 0.0311611 | Time: 1083.8 ms [2022-04-04 11:50:08 main:574] : INFO : Epoch 1905 | loss: 0.0311425 | val_loss: 0.0311602 | Time: 1062.57 ms [2022-04-04 11:50:09 main:574] : INFO : Epoch 1906 | loss: 0.0311443 | val_loss: 0.0311594 | Time: 1088.24 ms [2022-04-04 11:50:10 main:574] : INFO : Epoch 1907 | loss: 0.0311423 | val_loss: 0.0311657 | Time: 1069.39 ms [2022-04-04 11:50:11 main:574] : INFO : Epoch 1908 | loss: 0.0311424 | val_loss: 0.0311591 | Time: 1097.04 ms [2022-04-04 11:50:12 main:574] : INFO : Epoch 1909 | loss: 0.0311415 | val_loss: 0.0311599 | Time: 1086.27 ms [2022-04-04 11:50:13 main:574] : INFO : Epoch 1910 | loss: 0.0311412 | val_loss: 0.0311577 | Time: 1077.13 ms [2022-04-04 11:50:14 main:574] : INFO : Epoch 1911 | loss: 0.0311396 | val_loss: 0.0311583 | Time: 1098.38 ms [2022-04-04 11:50:16 main:574] : INFO : Epoch 1912 | loss: 0.031139 | val_loss: 0.0311591 | Time: 1080.13 ms [2022-04-04 11:50:17 main:574] : INFO : Epoch 1913 | loss: 0.0311374 | val_loss: 0.0311616 | Time: 1078.54 ms [2022-04-04 11:50:18 main:574] : INFO : Epoch 1914 | loss: 0.0311441 | val_loss: 0.0311716 | Time: 1095.16 ms [2022-04-04 11:50:19 main:574] : INFO : Epoch 1915 | loss: 0.0311477 | val_loss: 0.0311647 | Time: 1075.43 ms [2022-04-04 11:50:20 main:574] : INFO : Epoch 1916 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 1088.21 ms [2022-04-04 11:50:21 main:574] : INFO : Epoch 1917 | loss: 0.0311406 | val_loss: 0.0311578 | Time: 1085.48 ms [2022-04-04 11:50:22 main:574] : INFO : Epoch 1918 | loss: 0.0311435 | val_loss: 0.0311649 | Time: 1074.12 ms [2022-04-04 11:50:23 main:574] : INFO : Epoch 1919 | loss: 0.0311466 | val_loss: 0.0311616 | Time: 1085.98 ms [2022-04-04 11:50:24 main:574] : INFO : Epoch 1920 | loss: 0.031147 | val_loss: 0.0311718 | Time: 1067.91 ms [2022-04-04 11:50:25 main:574] : INFO : Epoch 1921 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 1088.44 ms [2022-04-04 11:50:27 main:574] : INFO : Epoch 1922 | loss: 0.031152 | val_loss: 0.0311615 | Time: 1092.8 ms [2022-04-04 11:50:28 main:574] : INFO : Epoch 1923 | loss: 0.0311504 | val_loss: 0.0311651 | Time: 1078.85 ms [2022-04-04 11:50:29 main:574] : INFO : Epoch 1924 | loss: 0.0311472 | val_loss: 0.0311583 | Time: 1091.91 ms [2022-04-04 11:50:30 main:574] : INFO : Epoch 1925 | loss: 0.0311437 | val_loss: 0.0311571 | Time: 1081.15 ms [2022-04-04 11:50:31 main:574] : INFO : Epoch 1926 | loss: 0.0311435 | val_loss: 0.0311566 | Time: 1077.44 ms [2022-04-04 11:50:32 main:574] : INFO : Epoch 1927 | loss: 0.0311421 | val_loss: 0.0311585 | Time: 1091.49 ms [2022-04-04 11:50:33 main:574] : INFO : Epoch 1928 | loss: 0.0311437 | val_loss: 0.0311625 | Time: 1061.9 ms [2022-04-04 11:50:34 main:574] : INFO : Epoch 1929 | loss: 0.0311424 | val_loss: 0.0311571 | Time: 1086.35 ms [2022-04-04 11:50:35 main:574] : INFO : Epoch 1930 | loss: 0.0311384 | val_loss: 0.0311569 | Time: 1096.87 ms [2022-04-04 11:50:36 main:574] : INFO : Epoch 1931 | loss: 0.0311396 | val_loss: 0.0311584 | Time: 1065.51 ms [2022-04-04 11:50:37 main:574] : INFO : Epoch 1932 | loss: 0.031141 | val_loss: 0.0311547 | Time: 1086.95 ms [2022-04-04 11:50:39 main:574] : INFO : Epoch 1933 | loss: 0.0311373 | val_loss: 0.0311594 | Time: 1091.43 ms [2022-04-04 11:50:40 main:574] : INFO : Epoch 1934 | loss: 0.0311369 | val_loss: 0.031158 | Time: 1089.68 ms [2022-04-04 11:50:41 main:574] : INFO : Epoch 1935 | loss: 0.031135 | val_loss: 0.031158 | Time: 1085.11 ms [2022-04-04 11:50:42 main:574] : INFO : Epoch 1936 | loss: 0.0311365 | val_loss: 0.0311604 | Time: 1074 ms [2022-04-04 11:50:43 main:574] : INFO : Epoch 1937 | loss: 0.0311362 | val_loss: 0.0311572 | Time: 1086.78 ms [2022-04-04 11:50:44 main:574] : INFO : Epoch 1938 | loss: 0.0311338 | val_loss: 0.0311612 | Time: 1070.84 ms [2022-04-04 11:50:45 main:574] : INFO : Epoch 1939 | loss: 0.0311365 | val_loss: 0.0311608 | Time: 1086.44 ms [2022-04-04 11:50:46 main:574] : INFO : Epoch 1940 | loss: 0.0311393 | val_loss: 0.0311552 | Time: 1087.52 ms [2022-04-04 11:50:47 main:574] : INFO : Epoch 1941 | loss: 0.0311407 | val_loss: 0.031162 | Time: 1067.65 ms [2022-04-04 11:50:48 main:574] : INFO : Epoch 1942 | loss: 0.0311357 | val_loss: 0.0311574 | Time: 1088.71 ms [2022-04-04 11:50:50 main:574] : INFO : Epoch 1943 | loss: 0.0311377 | val_loss: 0.0311595 | Time: 1095.79 ms [2022-04-04 11:50:51 main:574] : INFO : Epoch 1944 | loss: 0.03114 | val_loss: 0.0311636 | Time: 1064.27 ms [2022-04-04 11:50:52 main:574] : INFO : Epoch 1945 | loss: 0.0311363 | val_loss: 0.0311581 | Time: 1089.36 ms [2022-04-04 11:50:53 main:574] : INFO : Epoch 1946 | loss: 0.0311361 | val_loss: 0.0311584 | Time: 1090.57 ms [2022-04-04 11:50:54 main:574] : INFO : Epoch 1947 | loss: 0.0311351 | val_loss: 0.0311615 | Time: 1074.27 ms [2022-04-04 11:50:55 main:574] : INFO : Epoch 1948 | loss: 0.0311342 | val_loss: 0.0311607 | Time: 1084.89 ms [2022-04-04 11:50:56 main:574] : INFO : Epoch 1949 | loss: 0.0311425 | val_loss: 0.0311587 | Time: 1076.19 ms [2022-04-04 11:50:57 main:574] : INFO : Epoch 1950 | loss: 0.0311434 | val_loss: 0.0311584 | Time: 1083.99 ms [2022-04-04 11:50:58 main:574] : INFO : Epoch 1951 | loss: 0.0311404 | val_loss: 0.0311602 | Time: 1077.53 ms [2022-04-04 11:50:59 main:574] : INFO : Epoch 1952 | loss: 0.0311409 | val_loss: 0.0311674 | Time: 1083.52 ms [2022-04-04 11:51:00 main:574] : INFO : Epoch 1953 | loss: 0.0311441 | val_loss: 0.0311645 | Time: 1085.63 ms [2022-04-04 11:51:02 main:574] : INFO : Epoch 1954 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 1065.87 ms [2022-04-04 11:51:03 main:574] : INFO : Epoch 1955 | loss: 0.0311417 | val_loss: 0.0311634 | Time: 1067.04 ms [2022-04-04 11:51:04 main:574] : INFO : Epoch 1956 | loss: 0.0311466 | val_loss: 0.0311587 | Time: 1065.21 ms [2022-04-04 11:51:05 main:574] : INFO : Epoch 1957 | loss: 0.0311444 | val_loss: 0.0311589 | Time: 1060.23 ms [2022-04-04 11:51:06 main:574] : INFO : Epoch 1958 | loss: 0.0311379 | val_loss: 0.0311553 | Time: 1066 ms [2022-04-04 11:51:07 main:574] : INFO : Epoch 1959 | loss: 0.0311385 | val_loss: 0.0311549 | Time: 1065.04 ms [2022-04-04 11:51:08 main:574] : INFO : Epoch 1960 | loss: 0.0311385 | val_loss: 0.0311509 | Time: 1059.22 ms [2022-04-04 11:51:09 main:574] : INFO : Epoch 1961 | loss: 0.0311349 | val_loss: 0.0311533 | Time: 1068.77 ms [2022-04-04 11:51:10 main:574] : INFO : Epoch 1962 | loss: 0.0311331 | val_loss: 0.0311549 | Time: 1067.82 ms [2022-04-04 11:51:11 main:574] : INFO : Epoch 1963 | loss: 0.0311341 | val_loss: 0.0311591 | Time: 1063.8 ms [2022-04-04 11:51:12 main:574] : INFO : Epoch 1964 | loss: 0.0311316 | val_loss: 0.0311562 | Time: 1068.58 ms [2022-04-04 11:51:13 main:574] : INFO : Epoch 1965 | loss: 0.0311307 | val_loss: 0.0311546 | Time: 1063.53 ms [2022-04-04 11:51:15 main:574] : INFO : Epoch 1966 | loss: 0.0311322 | val_loss: 0.0311654 | Time: 1058.08 ms [2022-04-04 11:51:16 main:574] : INFO : Epoch 1967 | loss: 0.0311333 | val_loss: 0.0311548 | Time: 1065.3 ms [2022-04-04 11:51:17 main:574] : INFO : Epoch 1968 | loss: 0.031132 | val_loss: 0.0311612 | Time: 1067.62 ms [2022-04-04 11:51:18 main:574] : INFO : Epoch 1969 | loss: 0.0311318 | val_loss: 0.0311565 | Time: 1068.38 ms [2022-04-04 11:51:19 main:574] : INFO : Epoch 1970 | loss: 0.0311456 | val_loss: 0.0311551 | Time: 1067.06 ms [2022-04-04 11:51:20 main:574] : INFO : Epoch 1971 | loss: 0.0311435 | val_loss: 0.0311581 | Time: 1059.35 ms [2022-04-04 11:51:21 main:574] : INFO : Epoch 1972 | loss: 0.0311415 | val_loss: 0.0311544 | Time: 1067.79 ms [2022-04-04 11:51:22 main:574] : INFO : Epoch 1973 | loss: 0.0311429 | val_loss: 0.0311572 | Time: 1063.58 ms [2022-04-04 11:51:23 main:574] : INFO : Epoch 1974 | loss: 0.0311458 | val_loss: 0.0311554 | Time: 1065.62 ms [2022-04-04 11:51:24 main:574] : INFO : Epoch 1975 | loss: 0.0311454 | val_loss: 0.0311581 | Time: 1065.55 ms [2022-04-04 11:51:25 main:574] : INFO : Epoch 1976 | loss: 0.0311412 | val_loss: 0.0311584 | Time: 1064.36 ms [2022-04-04 11:51:26 main:574] : INFO : Epoch 1977 | loss: 0.0311389 | val_loss: 0.0311534 | Time: 1064 ms [2022-04-04 11:51:27 main:574] : INFO : Epoch 1978 | loss: 0.0311376 | val_loss: 0.0311542 | Time: 1071.08 ms [2022-04-04 11:51:29 main:574] : INFO : Epoch 1979 | loss: 0.0311353 | val_loss: 0.0311534 | Time: 1058.24 ms [2022-04-04 11:51:30 main:574] : INFO : Epoch 1980 | loss: 0.0311361 | val_loss: 0.0311564 | Time: 1066.63 ms [2022-04-04 11:51:31 main:574] : INFO : Epoch 1981 | loss: 0.0311409 | val_loss: 0.0311551 | Time: 1061.39 ms [2022-04-04 11:51:32 main:574] : INFO : Epoch 1982 | loss: 0.0311374 | val_loss: 0.0311514 | Time: 1067.1 ms [2022-04-04 11:51:33 main:574] : INFO : Epoch 1983 | loss: 0.0311342 | val_loss: 0.0311559 | Time: 1058.23 ms [2022-04-04 11:51:34 main:574] : INFO : Epoch 1984 | loss: 0.0311342 | val_loss: 0.031154 | Time: 1082.64 ms [2022-04-04 11:51:35 main:574] : INFO : Epoch 1985 | loss: 0.0311313 | val_loss: 0.0311539 | Time: 1079.7 ms [2022-04-04 11:51:36 main:574] : INFO : Epoch 1986 | loss: 0.0311309 | val_loss: 0.0311516 | Time: 1080.89 ms [2022-04-04 11:51:37 main:574] : INFO : Epoch 1987 | loss: 0.0311308 | val_loss: 0.0311534 | Time: 1071.29 ms [2022-04-04 11:51:38 main:574] : INFO : Epoch 1988 | loss: 0.0311293 | val_loss: 0.0311539 | Time: 1084.47 ms [2022-04-04 11:51:39 main:574] : INFO : Epoch 1989 | loss: 0.0311299 | val_loss: 0.031155 | Time: 1075.83 ms [2022-04-04 11:51:40 main:574] : INFO : Epoch 1990 | loss: 0.0311274 | val_loss: 0.0311559 | Time: 1083.3 ms [2022-04-04 11:51:42 main:574] : INFO : Epoch 1991 | loss: 0.0311296 | val_loss: 0.0311578 | Time: 1064.86 ms [2022-04-04 11:51:43 main:574] : INFO : Epoch 1992 | loss: 0.0311288 | val_loss: 0.0311557 | Time: 1062.15 ms [2022-04-04 11:51:44 main:574] : INFO : Epoch 1993 | loss: 0.0311277 | val_loss: 0.0311577 | Time: 1077.62 ms [2022-04-04 11:51:45 main:574] : INFO : Epoch 1994 | loss: 0.031127 | val_loss: 0.0311561 | Time: 1075.71 ms [2022-04-04 11:51:46 main:574] : INFO : Epoch 1995 | loss: 0.0311298 | val_loss: 0.0311604 | Time: 1073.22 ms [2022-04-04 11:51:47 main:574] : INFO : Epoch 1996 | loss: 0.0311309 | val_loss: 0.0311567 | Time: 1064.54 ms [2022-04-04 11:51:48 main:574] : INFO : Epoch 1997 | loss: 0.0311288 | val_loss: 0.0311559 | Time: 1064.21 ms [2022-04-04 11:51:49 main:574] : INFO : Epoch 1998 | loss: 0.0311272 | val_loss: 0.0311533 | Time: 1062.71 ms [2022-04-04 11:51:50 main:574] : INFO : Epoch 1999 | loss: 0.0311261 | val_loss: 0.0311543 | Time: 1064.5 ms [2022-04-04 11:51:51 main:574] : INFO : Epoch 2000 | loss: 0.0311257 | val_loss: 0.0311602 | Time: 1068.94 ms [2022-04-04 11:51:52 main:574] : INFO : Epoch 2001 | loss: 0.0311274 | val_loss: 0.0311562 | Time: 1066.39 ms [2022-04-04 11:51:53 main:574] : INFO : Epoch 2002 | loss: 0.0311277 | val_loss: 0.0311564 | Time: 1068.65 ms [2022-04-04 11:51:54 main:574] : INFO : Epoch 2003 | loss: 0.0311284 | val_loss: 0.031151 | Time: 1066.22 ms [2022-04-04 11:51:56 main:574] : INFO : Epoch 2004 | loss: 0.0311292 | val_loss: 0.0311576 | Time: 1071.83 ms [2022-04-04 11:51:57 main:574] : INFO : Epoch 2005 | loss: 0.0311268 | val_loss: 0.0311571 | Time: 1061.76 ms [2022-04-04 11:51:58 main:574] : INFO : Epoch 2006 | loss: 0.0311262 | val_loss: 0.0311504 | Time: 1066.16 ms [2022-04-04 11:51:59 main:574] : INFO : Epoch 2007 | loss: 0.0311264 | val_loss: 0.0311555 | Time: 1060.6 ms [2022-04-04 11:52:00 main:574] : INFO : Epoch 2008 | loss: 0.0311265 | val_loss: 0.0311575 | Time: 1064.25 ms [2022-04-04 11:52:01 main:574] : INFO : Epoch 2009 | loss: 0.031126 | val_loss: 0.0311601 | Time: 1063.08 ms [2022-04-04 11:52:02 main:574] : INFO : Epoch 2010 | loss: 0.0311267 | val_loss: 0.0311552 | Time: 1067.03 ms [2022-04-04 11:52:03 main:574] : INFO : Epoch 2011 | loss: 0.0311243 | val_loss: 0.0311554 | Time: 1061.07 ms [2022-04-04 11:52:04 main:574] : INFO : Epoch 2012 | loss: 0.0311238 | val_loss: 0.0311562 | Time: 1068.19 ms [2022-04-04 11:52:05 main:574] : INFO : Epoch 2013 | loss: 0.0311251 | val_loss: 0.0311568 | Time: 1057.76 ms [2022-04-04 11:52:06 main:574] : INFO : Epoch 2014 | loss: 0.0311225 | val_loss: 0.0311552 | Time: 1065.45 ms [2022-04-04 11:52:07 main:574] : INFO : Epoch 2015 | loss: 0.0311231 | val_loss: 0.0311545 | Time: 1066.55 ms [2022-04-04 11:52:08 main:574] : INFO : Epoch 2016 | loss: 0.0311218 | val_loss: 0.0311533 | Time: 1059.02 ms [2022-04-04 11:52:10 main:574] : INFO : Epoch 2017 | loss: 0.0311207 | val_loss: 0.0311549 | Time: 1064.47 ms [2022-04-04 11:52:11 main:574] : INFO : Epoch 2018 | loss: 0.0311189 | val_loss: 0.0311551 | Time: 1076.9 ms [2022-04-04 11:52:12 main:574] : INFO : Epoch 2019 | loss: 0.0311222 | val_loss: 0.0311536 | Time: 1062.05 ms [2022-04-04 11:52:13 main:574] : INFO : Epoch 2020 | loss: 0.0311218 | val_loss: 0.0311539 | Time: 1070.44 ms [2022-04-04 11:52:14 main:574] : INFO : Epoch 2021 | loss: 0.0311227 | val_loss: 0.0311526 | Time: 1060.8 ms [2022-04-04 11:52:15 main:574] : INFO : Epoch 2022 | loss: 0.0311216 | val_loss: 0.0311584 | Time: 1067.3 ms [2022-04-04 11:52:16 main:574] : INFO : Epoch 2023 | loss: 0.031124 | val_loss: 0.0311587 | Time: 1062.47 ms [2022-04-04 11:52:17 main:574] : INFO : Epoch 2024 | loss: 0.0311222 | val_loss: 0.0311581 | Time: 1062.83 ms [2022-04-04 11:52:18 main:574] : INFO : Epoch 2025 | loss: 0.0311214 | val_loss: 0.0311563 | Time: 1064.64 ms [2022-04-04 11:52:19 main:574] : INFO : Epoch 2026 | loss: 0.0311211 | val_loss: 0.0311546 | Time: 1065.59 ms [2022-04-04 11:52:20 main:574] : INFO : Epoch 2027 | loss: 0.0311176 | val_loss: 0.0311538 | Time: 1065.57 ms [2022-04-04 11:52:21 main:574] : INFO : Epoch 2028 | loss: 0.0311182 | val_loss: 0.0311543 | Time: 1068.57 ms [2022-04-04 11:52:22 main:574] : INFO : Epoch 2029 | loss: 0.0311257 | val_loss: 0.031157 | Time: 1073.29 ms [2022-04-04 11:52:24 main:574] : INFO : Epoch 2030 | loss: 0.0311274 | val_loss: 0.0311608 | Time: 1067.62 ms [2022-04-04 11:52:25 main:574] : INFO : Epoch 2031 | loss: 0.0311347 | val_loss: 0.0311621 | Time: 1060.47 ms [2022-04-04 11:52:26 main:574] : INFO : Epoch 2032 | loss: 0.031136 | val_loss: 0.0311532 | Time: 1060.31 ms [2022-04-04 11:52:27 main:574] : INFO : Epoch 2033 | loss: 0.0311346 | val_loss: 0.0311545 | Time: 1059.88 ms [2022-04-04 11:52:28 main:574] : INFO : Epoch 2034 | loss: 0.0311328 | val_loss: 0.0311523 | Time: 1063.92 ms [2022-04-04 11:52:29 main:574] : INFO : Epoch 2035 | loss: 0.031133 | val_loss: 0.031153 | Time: 1063.81 ms [2022-04-04 11:52:30 main:574] : INFO : Epoch 2036 | loss: 0.0311294 | val_loss: 0.0311538 | Time: 1066.37 ms [2022-04-04 11:52:31 main:574] : INFO : Epoch 2037 | loss: 0.0311306 | val_loss: 0.0311547 | Time: 1070.76 ms [2022-04-04 11:52:32 main:574] : INFO : Epoch 2038 | loss: 0.0311298 | val_loss: 0.0311553 | Time: 1059.93 ms [2022-04-04 11:52:33 main:574] : INFO : Epoch 2039 | loss: 0.0311242 | val_loss: 0.0311512 | Time: 1068.02 ms [2022-04-04 11:52:34 main:574] : INFO : Epoch 2040 | loss: 0.031122 | val_loss: 0.0311503 | Time: 1067.82 ms [2022-04-04 11:52:35 main:574] : INFO : Epoch 2041 | loss: 0.0311236 | val_loss: 0.0311521 | Time: 1064.35 ms [2022-04-04 11:52:36 main:574] : INFO : Epoch 2042 | loss: 0.031124 | val_loss: 0.0311513 | Time: 1059.46 ms [2022-04-04 11:52:38 main:574] : INFO : Epoch 2043 | loss: 0.0311242 | val_loss: 0.0311495 | Time: 1069.69 ms [2022-04-04 11:52:39 main:574] : INFO : Epoch 2044 | loss: 0.0311292 | val_loss: 0.0311595 | Time: 1062.16 ms [2022-04-04 11:52:40 main:574] : INFO : Epoch 2045 | loss: 0.0311348 | val_loss: 0.0311559 | Time: 1068.02 ms [2022-04-04 11:52:41 main:574] : INFO : Epoch 2046 | loss: 0.0311333 | val_loss: 0.0311543 | Time: 1065.45 ms [2022-04-04 11:52:42 main:574] : INFO : Epoch 2047 | loss: 0.0311327 | val_loss: 0.0311503 | Time: 1061.1 ms [2022-04-04 11:52:43 main:574] : INFO : Epoch 2048 | loss: 0.0311309 | val_loss: 0.031148 | Time: 1063.08 ms [2022-04-04 11:52:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031148 [2022-04-04 11:52:43 main:603] : INFO : Saving end state to config to file [2022-04-04 11:52:43 main:608] : INFO : Success, exiting.. 11:52:43 (7372): 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)