Task 9228997
| Name | ParityModified-1636180718-6769-3-0_0 |
| Workunit | 6662254 |
| Created | 28 Nov 2021, 0:05:31 UTC |
| Sent | 3 Dec 2021, 4:51:32 UTC |
| Report deadline | 11 Dec 2021, 4:51:32 UTC |
| Received | 3 Dec 2021, 20:52:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 2 hours 17 min 49 sec |
| CPU time | 2 hours 16 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.91 GB |
| Peak swap size | 4.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -12-03 20:40:31 main:574] : INFO : Epoch 1542 | loss: 0.0311055 | val_loss: 0.0311599 | Time: 1444.15 ms [2021-12-03 20:40:33 main:574] : INFO : Epoch 1543 | loss: 0.0311114 | val_loss: 0.031179 | Time: 1426.19 ms [2021-12-03 20:40:34 main:574] : INFO : Epoch 1544 | loss: 0.0311109 | val_loss: 0.0311544 | Time: 1429.78 ms [2021-12-03 20:40:36 main:574] : INFO : Epoch 1545 | loss: 0.0311091 | val_loss: 0.0311679 | Time: 1441.32 ms [2021-12-03 20:40:37 main:574] : INFO : Epoch 1546 | loss: 0.0311069 | val_loss: 0.0311805 | Time: 1399.87 ms [2021-12-03 20:40:38 main:574] : INFO : Epoch 1547 | loss: 0.0311063 | val_loss: 0.0311916 | Time: 1423.45 ms [2021-12-03 20:40:40 main:574] : INFO : Epoch 1548 | loss: 0.0311033 | val_loss: 0.031167 | Time: 1409.71 ms [2021-12-03 20:40:41 main:574] : INFO : Epoch 1549 | loss: 0.0311058 | val_loss: 0.0311949 | Time: 1406.04 ms [2021-12-03 20:40:43 main:574] : INFO : Epoch 1550 | loss: 0.0311074 | val_loss: 0.031169 | Time: 1416.3 ms [2021-12-03 20:40:44 main:574] : INFO : Epoch 1551 | loss: 0.0311089 | val_loss: 0.0311774 | Time: 1441.12 ms [2021-12-03 20:40:46 main:574] : INFO : Epoch 1552 | loss: 0.0311054 | val_loss: 0.0311631 | Time: 1432.6 ms [2021-12-03 20:40:47 main:574] : INFO : Epoch 1553 | loss: 0.0311024 | val_loss: 0.03116 | Time: 1440.43 ms [2021-12-03 20:40:48 main:574] : INFO : Epoch 1554 | loss: 0.0311087 | val_loss: 0.0311568 | Time: 1433.2 ms [2021-12-03 20:40:50 main:574] : INFO : Epoch 1555 | loss: 0.0311062 | val_loss: 0.031172 | Time: 1442.02 ms [2021-12-03 20:40:51 main:574] : INFO : Epoch 1556 | loss: 0.0311058 | val_loss: 0.0311611 | Time: 1426.81 ms [2021-12-03 20:40:53 main:574] : INFO : Epoch 1557 | loss: 0.0311088 | val_loss: 0.0311675 | Time: 1412.66 ms [2021-12-03 20:40:54 main:574] : INFO : Epoch 1558 | loss: 0.0311064 | val_loss: 0.0311619 | Time: 1408.51 ms [2021-12-03 20:40:56 main:574] : INFO : Epoch 1559 | loss: 0.0311123 | val_loss: 0.0311651 | Time: 1411.89 ms [2021-12-03 20:40:57 main:574] : INFO : Epoch 1560 | loss: 0.0311132 | val_loss: 0.0311675 | Time: 1440.91 ms [2021-12-03 20:40:59 main:574] : INFO : Epoch 1561 | loss: 0.0311099 | val_loss: 0.0311599 | Time: 1428.11 ms [2021-12-03 20:41:00 main:574] : INFO : Epoch 1562 | loss: 0.0311122 | val_loss: 0.0311626 | Time: 1453.13 ms [2021-12-03 20:41:01 main:574] : INFO : Epoch 1563 | loss: 0.0311057 | val_loss: 0.0311661 | Time: 1428.83 ms [2021-12-03 20:41:03 main:574] : INFO : Epoch 1564 | loss: 0.0311047 | val_loss: 0.0311694 | Time: 1423.32 ms [2021-12-03 20:41:04 main:574] : INFO : Epoch 1565 | loss: 0.0311028 | val_loss: 0.0311686 | Time: 1441.11 ms [2021-12-03 20:41:06 main:574] : INFO : Epoch 1566 | loss: 0.0311075 | val_loss: 0.0311631 | Time: 1427.08 ms [2021-12-03 20:41:07 main:574] : INFO : Epoch 1567 | loss: 0.0311073 | val_loss: 0.0311762 | Time: 1427.42 ms [2021-12-03 20:41:09 main:574] : INFO : Epoch 1568 | loss: 0.0311224 | val_loss: 0.031165 | Time: 1436.85 ms [2021-12-03 20:41:10 main:574] : INFO : Epoch 1569 | loss: 0.0311176 | val_loss: 0.0311627 | Time: 1417.85 ms [2021-12-03 20:41:11 main:574] : INFO : Epoch 1570 | loss: 0.031115 | val_loss: 0.0311521 | Time: 1406.24 ms [2021-12-03 20:41:13 main:574] : INFO : Epoch 1571 | loss: 0.031112 | val_loss: 0.0311706 | Time: 1437.71 ms [2021-12-03 20:41:14 main:574] : INFO : Epoch 1572 | loss: 0.0311106 | val_loss: 0.0311697 | Time: 1439.8 ms [2021-12-03 20:41:16 main:574] : INFO : Epoch 1573 | loss: 0.0311085 | val_loss: 0.0311649 | Time: 1443.79 ms [2021-12-03 20:41:17 main:574] : INFO : Epoch 1574 | loss: 0.0311075 | val_loss: 0.0311586 | Time: 1404.17 ms [2021-12-03 20:41:19 main:574] : INFO : Epoch 1575 | loss: 0.0311068 | val_loss: 0.031161 | Time: 1386.96 ms [2021-12-03 20:41:20 main:574] : INFO : Epoch 1576 | loss: 0.0311064 | val_loss: 0.0311564 | Time: 1412.73 ms [2021-12-03 20:41:21 main:574] : INFO : Epoch 1577 | loss: 0.0311053 | val_loss: 0.0311567 | Time: 1426.8 ms [2021-12-03 20:41:23 main:574] : INFO : Epoch 1578 | loss: 0.0311061 | val_loss: 0.0311635 | Time: 1401.12 ms [2021-12-03 20:41:24 main:574] : INFO : Epoch 1579 | loss: 0.0311053 | val_loss: 0.0311703 | Time: 1430.33 ms [2021-12-03 20:41:26 main:574] : INFO : Epoch 1580 | loss: 0.0311069 | val_loss: 0.0311641 | Time: 1426.65 ms [2021-12-03 20:41:27 main:574] : INFO : Epoch 1581 | loss: 0.0311069 | val_loss: 0.0311652 | Time: 1423.99 ms [2021-12-03 20:41:29 main:574] : INFO : Epoch 1582 | loss: 0.0311051 | val_loss: 0.031162 | Time: 1455.6 ms [2021-12-03 20:41:30 main:574] : INFO : Epoch 1583 | loss: 0.0311086 | val_loss: 0.0311778 | Time: 1442.62 ms [2021-12-03 20:41:31 main:574] : INFO : Epoch 1584 | loss: 0.0311039 | val_loss: 0.0311743 | Time: 1441.98 ms [2021-12-03 20:41:33 main:574] : INFO : Epoch 1585 | loss: 0.0311036 | val_loss: 0.0311667 | Time: 1433.61 ms [2021-12-03 20:41:34 main:574] : INFO : Epoch 1586 | loss: 0.0311059 | val_loss: 0.0311651 | Time: 1427.15 ms [2021-12-03 20:41:36 main:574] : INFO : Epoch 1587 | loss: 0.0311072 | val_loss: 0.0311649 | Time: 1432.25 ms [2021-12-03 20:41:37 main:574] : INFO : Epoch 1588 | loss: 0.0311101 | val_loss: 0.0311696 | Time: 1413.77 ms [2021-12-03 20:41:39 main:574] : INFO : Epoch 1589 | loss: 0.0311017 | val_loss: 0.0311675 | Time: 1420.01 ms [2021-12-03 20:41:40 main:574] : INFO : Epoch 1590 | loss: 0.0311018 | val_loss: 0.0311702 | Time: 1443.82 ms [2021-12-03 20:41:42 main:574] : INFO : Epoch 1591 | loss: 0.0311075 | val_loss: 0.0311757 | Time: 1454.67 ms [2021-12-03 20:41:43 main:574] : INFO : Epoch 1592 | loss: 0.0311058 | val_loss: 0.031165 | Time: 1413.11 ms [2021-12-03 20:41:44 main:574] : INFO : Epoch 1593 | loss: 0.0311069 | val_loss: 0.0311626 | Time: 1422.02 ms [2021-12-03 20:41:46 main:574] : INFO : Epoch 1594 | loss: 0.0311184 | val_loss: 0.0311646 | Time: 1425.83 ms [2021-12-03 20:41:47 main:574] : INFO : Epoch 1595 | loss: 0.0311144 | val_loss: 0.0311606 | Time: 1420.49 ms [2021-12-03 20:41:49 main:574] : INFO : Epoch 1596 | loss: 0.0311111 | val_loss: 0.0311683 | Time: 1422.4 ms [2021-12-03 20:41:50 main:574] : INFO : Epoch 1597 | loss: 0.0311084 | val_loss: 0.0311737 | Time: 1413.25 ms [2021-12-03 20:41:52 main:574] : INFO : Epoch 1598 | loss: 0.0311154 | val_loss: 0.0311633 | Time: 1421.41 ms [2021-12-03 20:41:53 main:574] : INFO : Epoch 1599 | loss: 0.0311236 | val_loss: 0.0311567 | Time: 1415.44 ms [2021-12-03 20:41:54 main:574] : INFO : Epoch 1600 | loss: 0.0311183 | val_loss: 0.0311598 | Time: 1435.75 ms [2021-12-03 20:41:56 main:574] : INFO : Epoch 1601 | loss: 0.0311194 | val_loss: 0.0311715 | Time: 1442.18 ms [2021-12-03 20:41:57 main:574] : INFO : Epoch 1602 | loss: 0.0311175 | val_loss: 0.0311554 | Time: 1434.92 ms [2021-12-03 20:41:59 main:574] : INFO : Epoch 1603 | loss: 0.0311168 | val_loss: 0.0311577 | Time: 1400.92 ms [2021-12-03 20:42:00 main:574] : INFO : Epoch 1604 | loss: 0.0311124 | val_loss: 0.0311596 | Time: 1434.22 ms [2021-12-03 20:42:02 main:574] : INFO : Epoch 1605 | loss: 0.0311139 | val_loss: 0.0311723 | Time: 1428.41 ms [2021-12-03 20:42:03 main:574] : INFO : Epoch 1606 | loss: 0.0311193 | val_loss: 0.0311625 | Time: 1436.86 ms [2021-12-03 20:42:04 main:574] : INFO : Epoch 1607 | loss: 0.031119 | val_loss: 0.0311651 | Time: 1394.5 ms [2021-12-03 20:42:06 main:574] : INFO : Epoch 1608 | loss: 0.031121 | val_loss: 0.0311623 | Time: 1415.49 ms [2021-12-03 20:42:07 main:574] : INFO : Epoch 1609 | loss: 0.0311172 | val_loss: 0.0311566 | Time: 1440.22 ms [2021-12-03 20:42:09 main:574] : INFO : Epoch 1610 | loss: 0.0311187 | val_loss: 0.03117 | Time: 1422.93 ms [2021-12-03 20:42:10 main:574] : INFO : Epoch 1611 | loss: 0.0311189 | val_loss: 0.0311828 | Time: 1441.4 ms [2021-12-03 20:42:12 main:574] : INFO : Epoch 1612 | loss: 0.0311181 | val_loss: 0.0311607 | Time: 1436.15 ms [2021-12-03 20:42:13 main:574] : INFO : Epoch 1613 | loss: 0.0311187 | val_loss: 0.0311587 | Time: 1409.92 ms [2021-12-03 20:42:14 main:574] : INFO : Epoch 1614 | loss: 0.0311144 | val_loss: 0.03116 | Time: 1424.99 ms [2021-12-03 20:42:16 main:574] : INFO : Epoch 1615 | loss: 0.0311088 | val_loss: 0.031161 | Time: 1440.29 ms [2021-12-03 20:42:17 main:574] : INFO : Epoch 1616 | loss: 0.0311107 | val_loss: 0.0311584 | Time: 1433.07 ms [2021-12-03 20:42:19 main:574] : INFO : Epoch 1617 | loss: 0.0311089 | val_loss: 0.0311691 | Time: 1439.3 ms [2021-12-03 20:42:20 main:574] : INFO : Epoch 1618 | loss: 0.0311067 | val_loss: 0.0311553 | Time: 1421.67 ms [2021-12-03 20:42:22 main:574] : INFO : Epoch 1619 | loss: 0.0311118 | val_loss: 0.0311636 | Time: 1417.59 ms [2021-12-03 20:42:23 main:574] : INFO : Epoch 1620 | loss: 0.0311122 | val_loss: 0.0311531 | Time: 1440.87 ms [2021-12-03 20:42:25 main:574] : INFO : Epoch 1621 | loss: 0.0311075 | val_loss: 0.0311519 | Time: 1419.4 ms [2021-12-03 20:42:26 main:574] : INFO : Epoch 1622 | loss: 0.0311131 | val_loss: 0.0311607 | Time: 1428.75 ms [2021-12-03 20:42:27 main:574] : INFO : Epoch 1623 | loss: 0.0311146 | val_loss: 0.031157 | Time: 1424.72 ms [2021-12-03 20:42:29 main:574] : INFO : Epoch 1624 | loss: 0.0311108 | val_loss: 0.0311596 | Time: 1436.53 ms [2021-12-03 20:42:30 main:574] : INFO : Epoch 1625 | loss: 0.0311082 | val_loss: 0.031156 | Time: 1403.55 ms [2021-12-03 20:42:32 main:574] : INFO : Epoch 1626 | loss: 0.0311087 | val_loss: 0.0311733 | Time: 1426.32 ms [2021-12-03 20:42:33 main:574] : INFO : Epoch 1627 | loss: 0.0311111 | val_loss: 0.0311608 | Time: 1417.06 ms [2021-12-03 20:42:35 main:574] : INFO : Epoch 1628 | loss: 0.0311061 | val_loss: 0.0311608 | Time: 1433.67 ms [2021-12-03 20:42:36 main:574] : INFO : Epoch 1629 | loss: 0.0311059 | val_loss: 0.0311604 | Time: 1459.45 ms [2021-12-03 20:42:37 main:574] : INFO : Epoch 1630 | loss: 0.0311077 | val_loss: 0.0311617 | Time: 1426.15 ms [2021-12-03 20:42:39 main:574] : INFO : Epoch 1631 | loss: 0.0311103 | val_loss: 0.0311582 | Time: 1478.09 ms [2021-12-03 20:42:40 main:574] : INFO : Epoch 1632 | loss: 0.0311062 | val_loss: 0.031168 | Time: 1412.8 ms [2021-12-03 20:42:42 main:574] : INFO : Epoch 1633 | loss: 0.0311043 | val_loss: 0.0311648 | Time: 1412.71 ms [2021-12-03 20:42:43 main:574] : INFO : Epoch 1634 | loss: 0.0311059 | val_loss: 0.0311787 | Time: 1427.03 ms [2021-12-03 20:42:45 main:574] : INFO : Epoch 1635 | loss: 0.0311071 | val_loss: 0.031165 | Time: 1425.59 ms [2021-12-03 20:42:46 main:574] : INFO : Epoch 1636 | loss: 0.0311178 | val_loss: 0.0311568 | Time: 1436.8 ms [2021-12-03 20:42:47 main:574] : INFO : Epoch 1637 | loss: 0.0311125 | val_loss: 0.0311558 | Time: 1417.37 ms [2021-12-03 20:42:49 main:574] : INFO : Epoch 1638 | loss: 0.0311144 | val_loss: 0.0311609 | Time: 1413.6 ms [2021-12-03 20:42:50 main:574] : INFO : Epoch 1639 | loss: 0.0311127 | val_loss: 0.0311677 | Time: 1438.86 ms [2021-12-03 20:42:52 main:574] : INFO : Epoch 1640 | loss: 0.0311108 | val_loss: 0.0311599 | Time: 1425.58 ms [2021-12-03 20:42:53 main:574] : INFO : Epoch 1641 | loss: 0.0311164 | val_loss: 0.03116 | Time: 1437.47 ms [2021-12-03 20:42:55 main:574] : INFO : Epoch 1642 | loss: 0.0311155 | val_loss: 0.0311697 | Time: 1417.09 ms [2021-12-03 20:42:56 main:574] : INFO : Epoch 1643 | loss: 0.0311151 | val_loss: 0.0311581 | Time: 1405.63 ms [2021-12-03 20:42:57 main:574] : INFO : Epoch 1644 | loss: 0.031114 | val_loss: 0.0311753 | Time: 1420.03 ms [2021-12-03 20:42:59 main:574] : INFO : Epoch 1645 | loss: 0.0311105 | val_loss: 0.0311617 | Time: 1431.89 ms [2021-12-03 20:43:00 main:574] : INFO : Epoch 1646 | loss: 0.0311072 | val_loss: 0.0311603 | Time: 1445.27 ms [2021-12-03 20:43:02 main:574] : INFO : Epoch 1647 | loss: 0.0311062 | val_loss: 0.031175 | Time: 1454.47 ms [2021-12-03 20:43:03 main:574] : INFO : Epoch 1648 | loss: 0.0311041 | val_loss: 0.0311592 | Time: 1417.73 ms [2021-12-03 20:43:05 main:574] : INFO : Epoch 1649 | loss: 0.0311058 | val_loss: 0.0311628 | Time: 1418.86 ms [2021-12-03 20:43:06 main:574] : INFO : Epoch 1650 | loss: 0.0311074 | val_loss: 0.0311733 | Time: 1426.91 ms [2021-12-03 20:43:08 main:574] : INFO : Epoch 1651 | loss: 0.0311055 | val_loss: 0.031161 | Time: 1415.35 ms [2021-12-03 20:43:09 main:574] : INFO : Epoch 1652 | loss: 0.0311027 | val_loss: 0.0311582 | Time: 1432.07 ms [2021-12-03 20:43:10 main:574] : INFO : Epoch 1653 | loss: 0.0311042 | val_loss: 0.0311607 | Time: 1435.58 ms [2021-12-03 20:43:12 main:574] : INFO : Epoch 1654 | loss: 0.0311087 | val_loss: 0.0311578 | Time: 1399.99 ms [2021-12-03 20:43:13 main:574] : INFO : Epoch 1655 | loss: 0.0311107 | val_loss: 0.0311619 | Time: 1437.19 ms [2021-12-03 20:43:15 main:574] : INFO : Epoch 1656 | loss: 0.031114 | val_loss: 0.0311643 | Time: 1425.43 ms [2021-12-03 20:43:16 main:574] : INFO : Epoch 1657 | loss: 0.0311064 | val_loss: 0.0311582 | Time: 1444.25 ms [2021-12-03 20:43:18 main:574] : INFO : Epoch 1658 | loss: 0.031106 | val_loss: 0.0311676 | Time: 1441.66 ms [2021-12-03 20:43:19 main:574] : INFO : Epoch 1659 | loss: 0.0311082 | val_loss: 0.0311585 | Time: 1431.27 ms [2021-12-03 20:43:20 main:574] : INFO : Epoch 1660 | loss: 0.0311029 | val_loss: 0.0311687 | Time: 1406.14 ms [2021-12-03 20:43:22 main:574] : INFO : Epoch 1661 | loss: 0.0311087 | val_loss: 0.0311662 | Time: 1441.29 ms [2021-12-03 20:43:23 main:574] : INFO : Epoch 1662 | loss: 0.0311081 | val_loss: 0.0311694 | Time: 1434.82 ms [2021-12-03 20:43:25 main:574] : INFO : Epoch 1663 | loss: 0.0311166 | val_loss: 0.03118 | Time: 1441.96 ms [2021-12-03 20:43:26 main:574] : INFO : Epoch 1664 | loss: 0.0311088 | val_loss: 0.0311803 | Time: 1416.99 ms [2021-12-03 20:43:28 main:574] : INFO : Epoch 1665 | loss: 0.0311084 | val_loss: 0.0311701 | Time: 1415.35 ms [2021-12-03 20:43:29 main:574] : INFO : Epoch 1666 | loss: 0.0311037 | val_loss: 0.0311637 | Time: 1409.69 ms [2021-12-03 20:43:31 main:574] : INFO : Epoch 1667 | loss: 0.0311057 | val_loss: 0.0311639 | Time: 1416.43 ms [2021-12-03 20:43:32 main:574] : INFO : Epoch 1668 | loss: 0.0311025 | val_loss: 0.0311632 | Time: 1419.53 ms [2021-12-03 20:43:33 main:574] : INFO : Epoch 1669 | loss: 0.0311055 | val_loss: 0.0311635 | Time: 1419.06 ms [2021-12-03 20:43:35 main:574] : INFO : Epoch 1670 | loss: 0.0310997 | val_loss: 0.0311671 | Time: 1415.53 ms [2021-12-03 20:43:36 main:574] : INFO : Epoch 1671 | loss: 0.0311026 | val_loss: 0.0311626 | Time: 1395.58 ms [2021-12-03 20:43:38 main:574] : INFO : Epoch 1672 | loss: 0.0310999 | val_loss: 0.0311641 | Time: 1453.12 ms [2021-12-03 20:43:39 main:574] : INFO : Epoch 1673 | loss: 0.0311021 | val_loss: 0.03118 | Time: 1434.97 ms [2021-12-03 20:43:41 main:574] : INFO : Epoch 1674 | loss: 0.0311042 | val_loss: 0.0311697 | Time: 1431.73 ms [2021-12-03 20:43:42 main:574] : INFO : Epoch 1675 | loss: 0.0311017 | val_loss: 0.0311669 | Time: 1446.99 ms [2021-12-03 20:43:43 main:574] : INFO : Epoch 1676 | loss: 0.0311051 | val_loss: 0.0311766 | Time: 1451.79 ms [2021-12-03 20:43:45 main:574] : INFO : Epoch 1677 | loss: 0.0311022 | val_loss: 0.0311685 | Time: 1398.42 ms [2021-12-03 20:43:46 main:574] : INFO : Epoch 1678 | loss: 0.0311025 | val_loss: 0.0311608 | Time: 1432.72 ms [2021-12-03 20:43:48 main:574] : INFO : Epoch 1679 | loss: 0.0311004 | val_loss: 0.0311674 | Time: 1432.16 ms [2021-12-03 20:43:49 main:574] : INFO : Epoch 1680 | loss: 0.0311014 | val_loss: 0.0311655 | Time: 1442.35 ms [2021-12-03 20:43:51 main:574] : INFO : Epoch 1681 | loss: 0.0311077 | val_loss: 0.0311654 | Time: 1412.54 ms [2021-12-03 20:43:52 main:574] : INFO : Epoch 1682 | loss: 0.0311062 | val_loss: 0.0311706 | Time: 1405.01 ms [2021-12-03 20:43:53 main:574] : INFO : Epoch 1683 | loss: 0.0311056 | val_loss: 0.0311633 | Time: 1418.41 ms [2021-12-03 20:43:55 main:574] : INFO : Epoch 1684 | loss: 0.0311124 | val_loss: 0.031159 | Time: 1415.93 ms [2021-12-03 20:43:56 main:574] : INFO : Epoch 1685 | loss: 0.0311109 | val_loss: 0.0311637 | Time: 1437.18 ms [2021-12-03 20:43:58 main:574] : INFO : Epoch 1686 | loss: 0.0311058 | val_loss: 0.0311666 | Time: 1456.45 ms [2021-12-03 20:43:59 main:574] : INFO : Epoch 1687 | loss: 0.0311109 | val_loss: 0.0311615 | Time: 1451.44 ms [2021-12-03 20:44:01 main:574] : INFO : Epoch 1688 | loss: 0.0311087 | val_loss: 0.0311559 | Time: 1431.28 ms [2021-12-03 20:44:02 main:574] : INFO : Epoch 1689 | loss: 0.0311066 | val_loss: 0.0311624 | Time: 1466 ms [2021-12-03 20:44:04 main:574] : INFO : Epoch 1690 | loss: 0.0311044 | val_loss: 0.0311775 | Time: 1391.43 ms [2021-12-03 20:44:05 main:574] : INFO : Epoch 1691 | loss: 0.0311068 | val_loss: 0.0311663 | Time: 1423.56 ms [2021-12-03 20:44:06 main:574] : INFO : Epoch 1692 | loss: 0.0311044 | val_loss: 0.0311607 | Time: 1426.18 ms [2021-12-03 20:44:08 main:574] : INFO : Epoch 1693 | loss: 0.0311033 | val_loss: 0.0311599 | Time: 1433.46 ms [2021-12-03 20:44:09 main:574] : INFO : Epoch 1694 | loss: 0.031105 | val_loss: 0.0311706 | Time: 1412.47 ms [2021-12-03 20:44:11 main:574] : INFO : Epoch 1695 | loss: 0.0310988 | val_loss: 0.0311638 | Time: 1392.57 ms [2021-12-03 20:44:12 main:574] : INFO : Epoch 1696 | loss: 0.0310992 | val_loss: 0.0311783 | Time: 1426.17 ms [2021-12-03 20:44:14 main:574] : INFO : Epoch 1697 | loss: 0.0311012 | val_loss: 0.0311668 | Time: 1439.68 ms [2021-12-03 20:44:15 main:574] : INFO : Epoch 1698 | loss: 0.0310987 | val_loss: 0.0311686 | Time: 1425.73 ms [2021-12-03 20:44:16 main:574] : INFO : Epoch 1699 | loss: 0.0310995 | val_loss: 0.0311689 | Time: 1412.35 ms [2021-12-03 20:44:18 main:574] : INFO : Epoch 1700 | loss: 0.0311067 | val_loss: 0.0311585 | Time: 1415.4 ms [2021-12-03 20:44:19 main:574] : INFO : Epoch 1701 | loss: 0.0311026 | val_loss: 0.0311572 | Time: 1446.26 ms [2021-12-03 20:44:21 main:574] : INFO : Epoch 1702 | loss: 0.0311041 | val_loss: 0.0311743 | Time: 1434.89 ms [2021-12-03 20:44:22 main:574] : INFO : Epoch 1703 | loss: 0.0311022 | val_loss: 0.0311704 | Time: 1443.56 ms [2021-12-03 20:44:24 main:574] : INFO : Epoch 1704 | loss: 0.0311033 | val_loss: 0.0311775 | Time: 1455.38 ms [2021-12-03 20:44:25 main:574] : INFO : Epoch 1705 | loss: 0.0311 | val_loss: 0.0311676 | Time: 1454.31 ms [2021-12-03 20:44:27 main:574] : INFO : Epoch 1706 | loss: 0.0311009 | val_loss: 0.0311699 | Time: 1440.4 ms [2021-12-03 20:44:28 main:574] : INFO : Epoch 1707 | loss: 0.0311006 | val_loss: 0.0311688 | Time: 1438.41 ms [2021-12-03 20:44:29 main:574] : INFO : Epoch 1708 | loss: 0.0310991 | val_loss: 0.0311609 | Time: 1401.47 ms [2021-12-03 20:44:31 main:574] : INFO : Epoch 1709 | loss: 0.0311046 | val_loss: 0.0311712 | Time: 1421.65 ms [2021-12-03 20:44:32 main:574] : INFO : Epoch 1710 | loss: 0.0311107 | val_loss: 0.0311644 | Time: 1428.23 ms [2021-12-03 20:44:34 main:574] : INFO : Epoch 1711 | loss: 0.0311055 | val_loss: 0.0311615 | Time: 1416.11 ms [2021-12-03 20:44:35 main:574] : INFO : Epoch 1712 | loss: 0.0311022 | val_loss: 0.0311591 | Time: 1433.01 ms [2021-12-03 20:44:37 main:574] : INFO : Epoch 1713 | loss: 0.0311046 | val_loss: 0.0311744 | Time: 1392.37 ms [2021-12-03 20:44:38 main:574] : INFO : Epoch 1714 | loss: 0.0311035 | val_loss: 0.0311632 | Time: 1449.57 ms [2021-12-03 20:44:39 main:574] : INFO : Epoch 1715 | loss: 0.0311005 | val_loss: 0.0311662 | Time: 1431.92 ms [2021-12-03 20:44:41 main:574] : INFO : Epoch 1716 | loss: 0.0311019 | val_loss: 0.0311643 | Time: 1458.38 ms [2021-12-03 20:44:42 main:574] : INFO : Epoch 1717 | loss: 0.0311057 | val_loss: 0.0311667 | Time: 1423.13 ms [2021-12-03 20:44:44 main:574] : INFO : Epoch 1718 | loss: 0.0311108 | val_loss: 0.0311563 | Time: 1435.78 ms [2021-12-03 20:44:45 main:574] : INFO : Epoch 1719 | loss: 0.0311062 | val_loss: 0.0311598 | Time: 1423.47 ms [2021-12-03 20:44:47 main:574] : INFO : Epoch 1720 | loss: 0.0311086 | val_loss: 0.0311581 | Time: 1406.05 ms [2021-12-03 20:44:48 main:574] : INFO : Epoch 1721 | loss: 0.0311063 | val_loss: 0.0311589 | Time: 1430.45 ms [2021-12-03 20:44:50 main:574] : INFO : Epoch 1722 | loss: 0.0311044 | val_loss: 0.0311607 | Time: 1425.34 ms [2021-12-03 20:44:51 main:574] : INFO : Epoch 1723 | loss: 0.0311095 | val_loss: 0.0311679 | Time: 1420.46 ms [2021-12-03 20:44:52 main:574] : INFO : Epoch 1724 | loss: 0.0311169 | val_loss: 0.0311672 | Time: 1446.8 ms [2021-12-03 20:44:54 main:574] : INFO : Epoch 1725 | loss: 0.0311134 | val_loss: 0.0311581 | Time: 1431.52 ms [2021-12-03 20:44:55 main:574] : INFO : Epoch 1726 | loss: 0.0311104 | val_loss: 0.0311623 | Time: 1404.46 ms [2021-12-03 20:44:57 main:574] : INFO : Epoch 1727 | loss: 0.0311089 | val_loss: 0.0311598 | Time: 1406.39 ms [2021-12-03 20:44:58 main:574] : INFO : Epoch 1728 | loss: 0.0311052 | val_loss: 0.0311621 | Time: 1415.8 ms [2021-12-03 20:45:00 main:574] : INFO : Epoch 1729 | loss: 0.031104 | val_loss: 0.0311657 | Time: 1418.16 ms [2021-12-03 20:45:01 main:574] : INFO : Epoch 1730 | loss: 0.0311052 | val_loss: 0.031161 | Time: 1408.82 ms [2021-12-03 20:45:02 main:574] : INFO : Epoch 1731 | loss: 0.0311044 | val_loss: 0.0311694 | Time: 1425.96 ms [2021-12-03 20:45:04 main:574] : INFO : Epoch 1732 | loss: 0.0311036 | val_loss: 0.0311717 | Time: 1432.17 ms [2021-12-03 20:45:05 main:574] : INFO : Epoch 1733 | loss: 0.0311064 | val_loss: 0.0311644 | Time: 1440.22 ms [2021-12-03 20:45:07 main:574] : INFO : Epoch 1734 | loss: 0.031104 | val_loss: 0.0311583 | Time: 1444.55 ms [2021-12-03 20:45:08 main:574] : INFO : Epoch 1735 | loss: 0.0311075 | val_loss: 0.0311582 | Time: 1456.14 ms [2021-12-03 20:45:10 main:574] : INFO : Epoch 1736 | loss: 0.0311054 | val_loss: 0.0311793 | Time: 1459.94 ms [2021-12-03 20:45:11 main:574] : INFO : Epoch 1737 | loss: 0.0311098 | val_loss: 0.0311667 | Time: 1437.17 ms [2021-12-03 20:45:13 main:574] : INFO : Epoch 1738 | loss: 0.0311145 | val_loss: 0.0311527 | Time: 1442.66 ms [2021-12-03 20:45:14 main:574] : INFO : Epoch 1739 | loss: 0.0311076 | val_loss: 0.0311618 | Time: 1414.32 ms [2021-12-03 20:45:15 main:574] : INFO : Epoch 1740 | loss: 0.0311081 | val_loss: 0.0311712 | Time: 1408.18 ms [2021-12-03 20:45:17 main:574] : INFO : Epoch 1741 | loss: 0.0311062 | val_loss: 0.031167 | Time: 1404.14 ms [2021-12-03 20:45:18 main:574] : INFO : Epoch 1742 | loss: 0.0311068 | val_loss: 0.031163 | Time: 1413.19 ms [2021-12-03 20:45:20 main:574] : INFO : Epoch 1743 | loss: 0.0311076 | val_loss: 0.0311595 | Time: 1401.8 ms [2021-12-03 20:45:21 main:574] : INFO : Epoch 1744 | loss: 0.0311016 | val_loss: 0.0311597 | Time: 1431.04 ms [2021-12-03 20:45:23 main:574] : INFO : Epoch 1745 | loss: 0.0311 | val_loss: 0.0311672 | Time: 1452.75 ms [2021-12-03 20:45:24 main:574] : INFO : Epoch 1746 | loss: 0.0311084 | val_loss: 0.0311657 | Time: 1453.76 ms [2021-12-03 20:45:25 main:574] : INFO : Epoch 1747 | loss: 0.0311235 | val_loss: 0.0311516 | Time: 1436.05 ms [2021-12-03 20:45:27 main:574] : INFO : Epoch 1748 | loss: 0.0311267 | val_loss: 0.0311542 | Time: 1437.24 ms [2021-12-03 20:45:28 main:574] : INFO : Epoch 1749 | loss: 0.0311255 | val_loss: 0.0311622 | Time: 1448.94 ms [2021-12-03 20:45:30 main:574] : INFO : Epoch 1750 | loss: 0.031122 | val_loss: 0.0311552 | Time: 1432.38 ms [2021-12-03 20:45:31 main:574] : INFO : Epoch 1751 | loss: 0.0311164 | val_loss: 0.0311499 | Time: 1400.03 ms [2021-12-03 20:45:33 main:574] : INFO : Epoch 1752 | loss: 0.0311165 | val_loss: 0.0311509 | Time: 1429.76 ms [2021-12-03 20:45:34 main:574] : INFO : Epoch 1753 | loss: 0.0311172 | val_loss: 0.0311673 | Time: 1406.01 ms [2021-12-03 20:45:35 main:574] : INFO : Epoch 1754 | loss: 0.0311163 | val_loss: 0.0311561 | Time: 1428.63 ms [2021-12-03 20:45:37 main:574] : INFO : Epoch 1755 | loss: 0.031113 | val_loss: 0.0311684 | Time: 1420.52 ms [2021-12-03 20:45:38 main:574] : INFO : Epoch 1756 | loss: 0.0311102 | val_loss: 0.0311602 | Time: 1391.36 ms [2021-12-03 20:45:40 main:574] : INFO : Epoch 1757 | loss: 0.0311065 | val_loss: 0.0311619 | Time: 1416.05 ms [2021-12-03 20:45:41 main:574] : INFO : Epoch 1758 | loss: 0.031109 | val_loss: 0.0311542 | Time: 1423.26 ms [2021-12-03 20:45:43 main:574] : INFO : Epoch 1759 | loss: 0.0311141 | val_loss: 0.0311559 | Time: 1424.76 ms [2021-12-03 20:45:44 main:574] : INFO : Epoch 1760 | loss: 0.0311118 | val_loss: 0.0311565 | Time: 1413.17 ms [2021-12-03 20:45:45 main:574] : INFO : Epoch 1761 | loss: 0.0311108 | val_loss: 0.0311552 | Time: 1423.22 ms [2021-12-03 20:45:47 main:574] : INFO : Epoch 1762 | loss: 0.0311078 | val_loss: 0.0311591 | Time: 1431.1 ms [2021-12-03 20:45:48 main:574] : INFO : Epoch 1763 | loss: 0.0311063 | val_loss: 0.0311582 | Time: 1437.51 ms [2021-12-03 20:45:50 main:574] : INFO : Epoch 1764 | loss: 0.031106 | val_loss: 0.0311591 | Time: 1432.07 ms [2021-12-03 20:45:51 main:574] : INFO : Epoch 1765 | loss: 0.0311084 | val_loss: 0.0311561 | Time: 1440.85 ms [2021-12-03 20:45:53 main:574] : INFO : Epoch 1766 | loss: 0.0311071 | val_loss: 0.0311663 | Time: 1425.53 ms [2021-12-03 20:45:54 main:574] : INFO : Epoch 1767 | loss: 0.0311024 | val_loss: 0.0311631 | Time: 1401.78 ms [2021-12-03 20:45:55 main:574] : INFO : Epoch 1768 | loss: 0.0311027 | val_loss: 0.0311613 | Time: 1417.34 ms [2021-12-03 20:45:57 main:574] : INFO : Epoch 1769 | loss: 0.031114 | val_loss: 0.0311671 | Time: 1422.41 ms [2021-12-03 20:45:58 main:574] : INFO : Epoch 1770 | loss: 0.0311145 | val_loss: 0.0311539 | Time: 1434.27 ms [2021-12-03 20:46:00 main:574] : INFO : Epoch 1771 | loss: 0.0311084 | val_loss: 0.0311607 | Time: 1411.94 ms [2021-12-03 20:46:01 main:574] : INFO : Epoch 1772 | loss: 0.0311098 | val_loss: 0.0311595 | Time: 1414.53 ms [2021-12-03 20:46:03 main:574] : INFO : Epoch 1773 | loss: 0.0311139 | val_loss: 0.0311576 | Time: 1435.26 ms [2021-12-03 20:46:04 main:574] : INFO : Epoch 1774 | loss: 0.0311148 | val_loss: 0.0311592 | Time: 1428.98 ms [2021-12-03 20:46:06 main:574] : INFO : Epoch 1775 | loss: 0.0311159 | val_loss: 0.0311701 | Time: 1442.7 ms [2021-12-03 20:46:07 main:574] : INFO : Epoch 1776 | loss: 0.031114 | val_loss: 0.0311617 | Time: 1446.53 ms [2021-12-03 20:46:08 main:574] : INFO : Epoch 1777 | loss: 0.0311091 | val_loss: 0.0311606 | Time: 1424.32 ms [2021-12-03 20:46:10 main:574] : INFO : Epoch 1778 | loss: 0.0311105 | val_loss: 0.03116 | Time: 1398.98 ms [2021-12-03 20:46:11 main:574] : INFO : Epoch 1779 | loss: 0.0311074 | val_loss: 0.0311684 | Time: 1422.63 ms [2021-12-03 20:46:13 main:574] : INFO : Epoch 1780 | loss: 0.0311102 | val_loss: 0.031167 | Time: 1428.75 ms [2021-12-03 20:46:14 main:574] : INFO : Epoch 1781 | loss: 0.0311052 | val_loss: 0.031167 | Time: 1461.21 ms [2021-12-03 20:46:16 main:574] : INFO : Epoch 1782 | loss: 0.031102 | val_loss: 0.0311634 | Time: 1443.18 ms [2021-12-03 20:46:17 main:574] : INFO : Epoch 1783 | loss: 0.0311041 | val_loss: 0.0311697 | Time: 1444.88 ms [2021-12-03 20:46:18 main:574] : INFO : Epoch 1784 | loss: 0.0311012 | val_loss: 0.0311605 | Time: 1440.48 ms [2021-12-03 20:46:20 main:574] : INFO : Epoch 1785 | loss: 0.0311031 | val_loss: 0.031165 | Time: 1423.96 ms [2021-12-03 20:46:21 main:574] : INFO : Epoch 1786 | loss: 0.0311198 | val_loss: 0.031162 | Time: 1422.42 ms [2021-12-03 20:46:23 main:574] : INFO : Epoch 1787 | loss: 0.0311078 | val_loss: 0.0311709 | Time: 1419.55 ms [2021-12-03 20:46:24 main:574] : INFO : Epoch 1788 | loss: 0.0311078 | val_loss: 0.0311585 | Time: 1431.69 ms [2021-12-03 20:46:26 main:574] : INFO : Epoch 1789 | loss: 0.031104 | val_loss: 0.0311723 | Time: 1421.46 ms [2021-12-03 20:46:27 main:574] : INFO : Epoch 1790 | loss: 0.0311085 | val_loss: 0.0311667 | Time: 1432.95 ms [2021-12-03 20:46:29 main:574] : INFO : Epoch 1791 | loss: 0.031106 | val_loss: 0.031162 | Time: 1412.35 ms [2021-12-03 20:46:30 main:574] : INFO : Epoch 1792 | loss: 0.0311078 | val_loss: 0.031164 | Time: 1423.66 ms [2021-12-03 20:46:31 main:574] : INFO : Epoch 1793 | loss: 0.0311082 | val_loss: 0.0311719 | Time: 1420.35 ms [2021-12-03 20:46:33 main:574] : INFO : Epoch 1794 | loss: 0.0311062 | val_loss: 0.0311637 | Time: 1455.48 ms [2021-12-03 20:46:34 main:574] : INFO : Epoch 1795 | loss: 0.0311094 | val_loss: 0.0311625 | Time: 1445.34 ms [2021-12-03 20:46:36 main:574] : INFO : Epoch 1796 | loss: 0.0311062 | val_loss: 0.0311599 | Time: 1440.82 ms [2021-12-03 20:46:37 main:574] : INFO : Epoch 1797 | loss: 0.0311052 | val_loss: 0.0311601 | Time: 1433.68 ms [2021-12-03 20:46:39 main:574] : INFO : Epoch 1798 | loss: 0.0311046 | val_loss: 0.0311627 | Time: 1403.13 ms [2021-12-03 20:46:40 main:574] : INFO : Epoch 1799 | loss: 0.0311054 | val_loss: 0.031172 | Time: 1418.43 ms [2021-12-03 20:46:41 main:574] : INFO : Epoch 1800 | loss: 0.0311073 | val_loss: 0.0311645 | Time: 1410.86 ms [2021-12-03 20:46:43 main:574] : INFO : Epoch 1801 | loss: 0.0311077 | val_loss: 0.0311645 | Time: 1411.22 ms [2021-12-03 20:46:44 main:574] : INFO : Epoch 1802 | loss: 0.0311091 | val_loss: 0.0311664 | Time: 1392.83 ms [2021-12-03 20:46:46 main:574] : INFO : Epoch 1803 | loss: 0.0311116 | val_loss: 0.0311764 | Time: 1435.2 ms [2021-12-03 20:46:47 main:574] : INFO : Epoch 1804 | loss: 0.0311094 | val_loss: 0.0311568 | Time: 1423.84 ms [2021-12-03 20:46:49 main:574] : INFO : Epoch 1805 | loss: 0.0311034 | val_loss: 0.0311611 | Time: 1426.23 ms [2021-12-03 20:46:50 main:574] : INFO : Epoch 1806 | loss: 0.0310994 | val_loss: 0.0311628 | Time: 1442.24 ms [2021-12-03 20:46:51 main:574] : INFO : Epoch 1807 | loss: 0.0311012 | val_loss: 0.0311592 | Time: 1425.5 ms [2021-12-03 20:46:53 main:574] : INFO : Epoch 1808 | loss: 0.0311035 | val_loss: 0.0311681 | Time: 1436.32 ms [2021-12-03 20:46:54 main:574] : INFO : Epoch 1809 | loss: 0.031104 | val_loss: 0.0311666 | Time: 1430.25 ms [2021-12-03 20:46:56 main:574] : INFO : Epoch 1810 | loss: 0.0311055 | val_loss: 0.031162 | Time: 1413.85 ms [2021-12-03 20:46:57 main:574] : INFO : Epoch 1811 | loss: 0.0311058 | val_loss: 0.0311666 | Time: 1434.39 ms [2021-12-03 20:46:59 main:574] : INFO : Epoch 1812 | loss: 0.0311076 | val_loss: 0.0311726 | Time: 1441.62 ms [2021-12-03 20:47:00 main:574] : INFO : Epoch 1813 | loss: 0.0311077 | val_loss: 0.0311581 | Time: 1417.59 ms [2021-12-03 20:47:01 main:574] : INFO : Epoch 1814 | loss: 0.0311076 | val_loss: 0.0311671 | Time: 1403.74 ms [2021-12-03 20:47:03 main:574] : INFO : Epoch 1815 | loss: 0.0311052 | val_loss: 0.0311669 | Time: 1424.21 ms [2021-12-03 20:47:04 main:574] : INFO : Epoch 1816 | loss: 0.0311021 | val_loss: 0.0311624 | Time: 1417.75 ms [2021-12-03 20:47:06 main:574] : INFO : Epoch 1817 | loss: 0.0311038 | val_loss: 0.0311698 | Time: 1430.83 ms [2021-12-03 20:47:07 main:574] : INFO : Epoch 1818 | loss: 0.0311088 | val_loss: 0.0311731 | Time: 1387.34 ms [2021-12-03 20:47:09 main:574] : INFO : Epoch 1819 | loss: 0.0311058 | val_loss: 0.0311621 | Time: 1413.36 ms [2021-12-03 20:47:10 main:574] : INFO : Epoch 1820 | loss: 0.0311035 | val_loss: 0.0311712 | Time: 1432.62 ms [2021-12-03 20:47:11 main:574] : INFO : Epoch 1821 | loss: 0.0311142 | val_loss: 0.0311745 | Time: 1454.96 ms [2021-12-03 20:47:13 main:574] : INFO : Epoch 1822 | loss: 0.0311031 | val_loss: 0.0311693 | Time: 1444.7 ms [2021-12-03 20:47:14 main:574] : INFO : Epoch 1823 | loss: 0.0310993 | val_loss: 0.0311686 | Time: 1442.41 ms [2021-12-03 20:47:16 main:574] : INFO : Epoch 1824 | loss: 0.0311002 | val_loss: 0.0311655 | Time: 1422.7 ms [2021-12-03 20:47:17 main:574] : INFO : Epoch 1825 | loss: 0.0311002 | val_loss: 0.031174 | Time: 1413.41 ms [2021-12-03 20:47:19 main:574] : INFO : Epoch 1826 | loss: 0.0311027 | val_loss: 0.0311717 | Time: 1428 ms [2021-12-03 20:47:20 main:574] : INFO : Epoch 1827 | loss: 0.0311068 | val_loss: 0.0311617 | Time: 1400.29 ms [2021-12-03 20:47:22 main:574] : INFO : Epoch 1828 | loss: 0.0311057 | val_loss: 0.0311665 | Time: 1434.77 ms [2021-12-03 20:47:23 main:574] : INFO : Epoch 1829 | loss: 0.031104 | val_loss: 0.0311658 | Time: 1401.49 ms [2021-12-03 20:47:24 main:574] : INFO : Epoch 1830 | loss: 0.0311051 | val_loss: 0.0311632 | Time: 1418.96 ms [2021-12-03 20:47:26 main:574] : INFO : Epoch 1831 | loss: 0.0311003 | val_loss: 0.0311597 | Time: 1412.97 ms [2021-12-03 20:47:27 main:574] : INFO : Epoch 1832 | loss: 0.0311011 | val_loss: 0.0311703 | Time: 1425.11 ms [2021-12-03 20:47:29 main:574] : INFO : Epoch 1833 | loss: 0.0311041 | val_loss: 0.0311688 | Time: 1441.55 ms [2021-12-03 20:47:30 main:574] : INFO : Epoch 1834 | loss: 0.0310992 | val_loss: 0.0311529 | Time: 1441.67 ms [2021-12-03 20:47:32 main:574] : INFO : Epoch 1835 | loss: 0.0311026 | val_loss: 0.031164 | Time: 1432.17 ms [2021-12-03 20:47:33 main:574] : INFO : Epoch 1836 | loss: 0.0311041 | val_loss: 0.0311631 | Time: 1417.32 ms [2021-12-03 20:47:34 main:574] : INFO : Epoch 1837 | loss: 0.0311035 | val_loss: 0.0311625 | Time: 1410.86 ms [2021-12-03 20:47:36 main:574] : INFO : Epoch 1838 | loss: 0.0311026 | val_loss: 0.0311702 | Time: 1427.65 ms [2021-12-03 20:47:37 main:574] : INFO : Epoch 1839 | loss: 0.0311053 | val_loss: 0.031164 | Time: 1427.39 ms [2021-12-03 20:47:39 main:574] : INFO : Epoch 1840 | loss: 0.0311039 | val_loss: 0.0311851 | Time: 1439.83 ms [2021-12-03 20:47:40 main:574] : INFO : Epoch 1841 | loss: 0.031105 | val_loss: 0.0311686 | Time: 1418.29 ms [2021-12-03 20:47:42 main:574] : INFO : Epoch 1842 | loss: 0.0311024 | val_loss: 0.0311635 | Time: 1429.96 ms [2021-12-03 20:47:43 main:574] : INFO : Epoch 1843 | loss: 0.0311039 | val_loss: 0.0311761 | Time: 1411.39 ms [2021-12-03 20:47:44 main:574] : INFO : Epoch 1844 | loss: 0.031103 | val_loss: 0.031166 | Time: 1433.9 ms [2021-12-03 20:47:46 main:574] : INFO : Epoch 1845 | loss: 0.0311036 | val_loss: 0.0311679 | Time: 1419.96 ms [2021-12-03 20:47:47 main:574] : INFO : Epoch 1846 | loss: 0.0311093 | val_loss: 0.0311637 | Time: 1395.43 ms [2021-12-03 20:47:49 main:574] : INFO : Epoch 1847 | loss: 0.0311089 | val_loss: 0.0311628 | Time: 1441.55 ms [2021-12-03 20:47:50 main:574] : INFO : Epoch 1848 | loss: 0.0311016 | val_loss: 0.031166 | Time: 1413.14 ms [2021-12-03 20:47:52 main:574] : INFO : Epoch 1849 | loss: 0.0311 | val_loss: 0.0311699 | Time: 1435.94 ms [2021-12-03 20:47:53 main:574] : INFO : Epoch 1850 | loss: 0.0310988 | val_loss: 0.0311671 | Time: 1455.3 ms [2021-12-03 20:47:54 main:574] : INFO : Epoch 1851 | loss: 0.0310997 | val_loss: 0.0311698 | Time: 1427.53 ms [2021-12-03 20:47:56 main:574] : INFO : Epoch 1852 | loss: 0.0311093 | val_loss: 0.0311677 | Time: 1445.64 ms [2021-12-03 20:47:57 main:574] : INFO : Epoch 1853 | loss: 0.0311138 | val_loss: 0.0311626 | Time: 1418.14 ms [2021-12-03 20:47:59 main:574] : INFO : Epoch 1854 | loss: 0.0311134 | val_loss: 0.0311673 | Time: 1431.53 ms [2021-12-03 20:48:00 main:574] : INFO : Epoch 1855 | loss: 0.0311129 | val_loss: 0.0311694 | Time: 1427.93 ms [2021-12-03 20:48:02 main:574] : INFO : Epoch 1856 | loss: 0.0311152 | val_loss: 0.0311521 | Time: 1429.26 ms [2021-12-03 20:48:03 main:574] : INFO : Epoch 1857 | loss: 0.0311096 | val_loss: 0.0311619 | Time: 1417.4 ms [2021-12-03 20:48:05 main:574] : INFO : Epoch 1858 | loss: 0.0311085 | val_loss: 0.0311576 | Time: 1412 ms [2021-12-03 20:48:06 main:574] : INFO : Epoch 1859 | loss: 0.0311104 | val_loss: 0.0311591 | Time: 1425.69 ms [2021-12-03 20:48:07 main:574] : INFO : Epoch 1860 | loss: 0.0311095 | val_loss: 0.0311654 | Time: 1414.69 ms [2021-12-03 20:48:09 main:574] : INFO : Epoch 1861 | loss: 0.0311104 | val_loss: 0.0311632 | Time: 1427.09 ms [2021-12-03 20:48:10 main:574] : INFO : Epoch 1862 | loss: 0.0311075 | val_loss: 0.0311578 | Time: 1431 ms [2021-12-03 20:48:12 main:574] : INFO : Epoch 1863 | loss: 0.0311049 | val_loss: 0.0311569 | Time: 1408.8 ms [2021-12-03 20:48:13 main:574] : INFO : Epoch 1864 | loss: 0.0311045 | val_loss: 0.0311637 | Time: 1429.77 ms [2021-12-03 20:48:15 main:574] : INFO : Epoch 1865 | loss: 0.0311036 | val_loss: 0.0311631 | Time: 1421.79 ms [2021-12-03 20:48:16 main:574] : INFO : Epoch 1866 | loss: 0.0311068 | val_loss: 0.031177 | Time: 1437.92 ms [2021-12-03 20:48:17 main:574] : INFO : Epoch 1867 | loss: 0.0311034 | val_loss: 0.0311728 | Time: 1447.94 ms [2021-12-03 20:48:19 main:574] : INFO : Epoch 1868 | loss: 0.031103 | val_loss: 0.0311633 | Time: 1452.71 ms [2021-12-03 20:48:20 main:574] : INFO : Epoch 1869 | loss: 0.031103 | val_loss: 0.0311599 | Time: 1426.03 ms [2021-12-03 20:48:22 main:574] : INFO : Epoch 1870 | loss: 0.0311097 | val_loss: 0.0311679 | Time: 1434.16 ms [2021-12-03 20:48:23 main:574] : INFO : Epoch 1871 | loss: 0.0311106 | val_loss: 0.0311713 | Time: 1430.04 ms [2021-12-03 20:48:25 main:574] : INFO : Epoch 1872 | loss: 0.0311084 | val_loss: 0.0311625 | Time: 1418 ms [2021-12-03 20:48:26 main:574] : INFO : Epoch 1873 | loss: 0.0311121 | val_loss: 0.0311643 | Time: 1412.36 ms [2021-12-03 20:48:27 main:574] : INFO : Epoch 1874 | loss: 0.0311107 | val_loss: 0.0311704 | Time: 1407.17 ms [2021-12-03 20:48:29 main:574] : INFO : Epoch 1875 | loss: 0.0311134 | val_loss: 0.0311624 | Time: 1411.38 ms [2021-12-03 20:48:30 main:574] : INFO : Epoch 1876 | loss: 0.0311068 | val_loss: 0.0311673 | Time: 1411 ms [2021-12-03 20:48:32 main:574] : INFO : Epoch 1877 | loss: 0.031106 | val_loss: 0.0311637 | Time: 1419.7 ms [2021-12-03 20:48:33 main:574] : INFO : Epoch 1878 | loss: 0.0311065 | val_loss: 0.031161 | Time: 1436.87 ms [2021-12-03 20:48:35 main:574] : INFO : Epoch 1879 | loss: 0.0311046 | val_loss: 0.0311711 | Time: 1410.12 ms [2021-12-03 20:48:36 main:574] : INFO : Epoch 1880 | loss: 0.0311058 | val_loss: 0.0311685 | Time: 1435.78 ms [2021-12-03 20:48:37 main:574] : INFO : Epoch 1881 | loss: 0.0311109 | val_loss: 0.0311715 | Time: 1446.2 ms [2021-12-03 20:48:39 main:574] : INFO : Epoch 1882 | loss: 0.031113 | val_loss: 0.0311684 | Time: 1456.23 ms [2021-12-03 20:48:40 main:574] : INFO : Epoch 1883 | loss: 0.0311147 | val_loss: 0.0311715 | Time: 1446.21 ms [2021-12-03 20:48:42 main:574] : INFO : Epoch 1884 | loss: 0.0311213 | val_loss: 0.0311685 | Time: 1425.81 ms [2021-12-03 20:48:43 main:574] : INFO : Epoch 1885 | loss: 0.0311159 | val_loss: 0.0311649 | Time: 1438.59 ms [2021-12-03 20:48:45 main:574] : INFO : Epoch 1886 | loss: 0.0311169 | val_loss: 0.0311644 | Time: 1444.96 ms [2021-12-03 20:48:46 main:574] : INFO : Epoch 1887 | loss: 0.031133 | val_loss: 0.0311586 | Time: 1424.31 ms [2021-12-03 20:48:48 main:574] : INFO : Epoch 1888 | loss: 0.0311189 | val_loss: 0.0311673 | Time: 1403.42 ms [2021-12-03 20:48:49 main:574] : INFO : Epoch 1889 | loss: 0.0311167 | val_loss: 0.0311602 | Time: 1436.04 ms [2021-12-03 20:48:51 main:574] : INFO : Epoch 1890 | loss: 0.0311132 | val_loss: 0.0311605 | Time: 1457.69 ms [2021-12-03 20:48:52 main:574] : INFO : Epoch 1891 | loss: 0.0311102 | val_loss: 0.0311558 | Time: 1432.31 ms [2021-12-03 20:48:53 main:574] : INFO : Epoch 1892 | loss: 0.0311065 | val_loss: 0.0311548 | Time: 1418.26 ms [2021-12-03 20:48:55 main:574] : INFO : Epoch 1893 | loss: 0.031107 | val_loss: 0.031161 | Time: 1439.65 ms [2021-12-03 20:48:56 main:574] : INFO : Epoch 1894 | loss: 0.0311103 | val_loss: 0.0311552 | Time: 1422.81 ms [2021-12-03 20:48:58 main:574] : INFO : Epoch 1895 | loss: 0.0311067 | val_loss: 0.0311619 | Time: 1399.65 ms [2021-12-03 20:48:59 main:574] : INFO : Epoch 1896 | loss: 0.0311061 | val_loss: 0.0311576 | Time: 1425.83 ms [2021-12-03 20:49:01 main:574] : INFO : Epoch 1897 | loss: 0.0311056 | val_loss: 0.0311626 | Time: 1439.78 ms [2021-12-03 20:49:02 main:574] : INFO : Epoch 1898 | loss: 0.0311033 | val_loss: 0.0311633 | Time: 1437.9 ms [2021-12-03 20:49:03 main:574] : INFO : Epoch 1899 | loss: 0.0311026 | val_loss: 0.0311599 | Time: 1449.85 ms [2021-12-03 20:49:05 main:574] : INFO : Epoch 1900 | loss: 0.0311007 | val_loss: 0.031162 | Time: 1453.78 ms [2021-12-03 20:49:06 main:574] : INFO : Epoch 1901 | loss: 0.0311031 | val_loss: 0.0311563 | Time: 1422.12 ms [2021-12-03 20:49:08 main:574] : INFO : Epoch 1902 | loss: 0.0310989 | val_loss: 0.0311577 | Time: 1394.34 ms [2021-12-03 20:49:09 main:574] : INFO : Epoch 1903 | loss: 0.0310991 | val_loss: 0.0311584 | Time: 1440.93 ms [2021-12-03 20:49:11 main:574] : INFO : Epoch 1904 | loss: 0.0311024 | val_loss: 0.0311764 | Time: 1412.79 ms [2021-12-03 20:49:12 main:574] : INFO : Epoch 1905 | loss: 0.031104 | val_loss: 0.0311646 | Time: 1418.77 ms [2021-12-03 20:49:14 main:574] : INFO : Epoch 1906 | loss: 0.0311048 | val_loss: 0.0311639 | Time: 1428.67 ms [2021-12-03 20:49:15 main:574] : INFO : Epoch 1907 | loss: 0.0311017 | val_loss: 0.0311601 | Time: 1406.77 ms [2021-12-03 20:49:16 main:574] : INFO : Epoch 1908 | loss: 0.0311007 | val_loss: 0.0311612 | Time: 1424.37 ms [2021-12-03 20:49:18 main:574] : INFO : Epoch 1909 | loss: 0.0311033 | val_loss: 0.0311584 | Time: 1418.15 ms [2021-12-03 20:49:19 main:574] : INFO : Epoch 1910 | loss: 0.0311031 | val_loss: 0.031161 | Time: 1451.41 ms [2021-12-03 20:49:21 main:574] : INFO : Epoch 1911 | loss: 0.0311034 | val_loss: 0.0311603 | Time: 1443.59 ms [2021-12-03 20:49:22 main:574] : INFO : Epoch 1912 | loss: 0.0311025 | val_loss: 0.0311648 | Time: 1441.76 ms [2021-12-03 20:49:24 main:574] : INFO : Epoch 1913 | loss: 0.0311038 | val_loss: 0.0311674 | Time: 1417.2 ms [2021-12-03 20:49:25 main:574] : INFO : Epoch 1914 | loss: 0.0311048 | val_loss: 0.0311675 | Time: 1425.52 ms [2021-12-03 20:49:26 main:574] : INFO : Epoch 1915 | loss: 0.0311045 | val_loss: 0.031172 | Time: 1437.15 ms [2021-12-03 20:49:28 main:574] : INFO : Epoch 1916 | loss: 0.0311053 | val_loss: 0.0311596 | Time: 1426.71 ms [2021-12-03 20:49:29 main:574] : INFO : Epoch 1917 | loss: 0.0311024 | val_loss: 0.0311604 | Time: 1427.84 ms [2021-12-03 20:49:31 main:574] : INFO : Epoch 1918 | loss: 0.0310992 | val_loss: 0.0311598 | Time: 1426.8 ms [2021-12-03 20:49:32 main:574] : INFO : Epoch 1919 | loss: 0.0310976 | val_loss: 0.03116 | Time: 1400.76 ms [2021-12-03 20:49:34 main:574] : INFO : Epoch 1920 | loss: 0.0311027 | val_loss: 0.0311603 | Time: 1410.28 ms [2021-12-03 20:49:35 main:574] : INFO : Epoch 1921 | loss: 0.0311052 | val_loss: 0.0311609 | Time: 1436.27 ms [2021-12-03 20:49:36 main:574] : INFO : Epoch 1922 | loss: 0.0311019 | val_loss: 0.0311687 | Time: 1439.91 ms [2021-12-03 20:49:38 main:574] : INFO : Epoch 1923 | loss: 0.0311002 | val_loss: 0.0311568 | Time: 1434.58 ms [2021-12-03 20:49:39 main:574] : INFO : Epoch 1924 | loss: 0.0310994 | val_loss: 0.0311687 | Time: 1393.38 ms [2021-12-03 20:49:41 main:574] : INFO : Epoch 1925 | loss: 0.0311032 | val_loss: 0.0311796 | Time: 1428.37 ms [2021-12-03 20:49:42 main:574] : INFO : Epoch 1926 | loss: 0.0311009 | val_loss: 0.0311683 | Time: 1428.87 ms [2021-12-03 20:49:44 main:574] : INFO : Epoch 1927 | loss: 0.0311016 | val_loss: 0.0311658 | Time: 1427.19 ms [2021-12-03 20:49:45 main:574] : INFO : Epoch 1928 | loss: 0.031106 | val_loss: 0.031166 | Time: 1457.24 ms [2021-12-03 20:49:47 main:574] : INFO : Epoch 1929 | loss: 0.0311047 | val_loss: 0.0311612 | Time: 1435.01 ms [2021-12-03 20:49:48 main:574] : INFO : Epoch 1930 | loss: 0.0311031 | val_loss: 0.0311607 | Time: 1458.6 ms [2021-12-03 20:49:49 main:574] : INFO : Epoch 1931 | loss: 0.0311037 | val_loss: 0.0311608 | Time: 1429.19 ms [2021-12-03 20:49:51 main:574] : INFO : Epoch 1932 | loss: 0.0311018 | val_loss: 0.0311594 | Time: 1386.79 ms [2021-12-03 20:49:52 main:574] : INFO : Epoch 1933 | loss: 0.0311052 | val_loss: 0.0311646 | Time: 1403.36 ms [2021-12-03 20:49:54 main:574] : INFO : Epoch 1934 | loss: 0.0311094 | val_loss: 0.0311642 | Time: 1409.64 ms [2021-12-03 20:49:55 main:574] : INFO : Epoch 1935 | loss: 0.0311103 | val_loss: 0.0311604 | Time: 1445.56 ms [2021-12-03 20:49:57 main:574] : INFO : Epoch 1936 | loss: 0.0311061 | val_loss: 0.0311635 | Time: 1442.75 ms [2021-12-03 20:49:58 main:574] : INFO : Epoch 1937 | loss: 0.0311035 | val_loss: 0.0311678 | Time: 1409.89 ms [2021-12-03 20:49:59 main:574] : INFO : Epoch 1938 | loss: 0.0311104 | val_loss: 0.0311654 | Time: 1406.66 ms [2021-12-03 20:50:01 main:574] : INFO : Epoch 1939 | loss: 0.0311035 | val_loss: 0.0311648 | Time: 1440.61 ms [2021-12-03 20:50:02 main:574] : INFO : Epoch 1940 | loss: 0.0311023 | val_loss: 0.0311676 | Time: 1439.4 ms [2021-12-03 20:50:04 main:574] : INFO : Epoch 1941 | loss: 0.0311061 | val_loss: 0.0311643 | Time: 1435.98 ms [2021-12-03 20:50:05 main:574] : INFO : Epoch 1942 | loss: 0.0311091 | val_loss: 0.0311721 | Time: 1433.53 ms [2021-12-03 20:50:07 main:574] : INFO : Epoch 1943 | loss: 0.0311126 | val_loss: 0.0311571 | Time: 1433.72 ms [2021-12-03 20:50:08 main:574] : INFO : Epoch 1944 | loss: 0.031109 | val_loss: 0.0311654 | Time: 1403.39 ms [2021-12-03 20:50:10 main:574] : INFO : Epoch 1945 | loss: 0.0311047 | val_loss: 0.0311568 | Time: 1420.71 ms [2021-12-03 20:50:11 main:574] : INFO : Epoch 1946 | loss: 0.031111 | val_loss: 0.0311782 | Time: 1428.17 ms [2021-12-03 20:50:12 main:574] : INFO : Epoch 1947 | loss: 0.0311073 | val_loss: 0.0311622 | Time: 1429.43 ms [2021-12-03 20:50:14 main:574] : INFO : Epoch 1948 | loss: 0.031108 | val_loss: 0.0311588 | Time: 1462.22 ms [2021-12-03 20:50:15 main:574] : INFO : Epoch 1949 | loss: 0.0311134 | val_loss: 0.0311607 | Time: 1430.08 ms [2021-12-03 20:50:17 main:574] : INFO : Epoch 1950 | loss: 0.0311061 | val_loss: 0.03116 | Time: 1435.65 ms [2021-12-03 20:50:18 main:574] : INFO : Epoch 1951 | loss: 0.0311027 | val_loss: 0.0311573 | Time: 1409.64 ms [2021-12-03 20:50:20 main:574] : INFO : Epoch 1952 | loss: 0.0311068 | val_loss: 0.0311653 | Time: 1428.77 ms [2021-12-03 20:50:21 main:574] : INFO : Epoch 1953 | loss: 0.0311059 | val_loss: 0.0311578 | Time: 1412.94 ms [2021-12-03 20:50:22 main:574] : INFO : Epoch 1954 | loss: 0.0311058 | val_loss: 0.031152 | Time: 1423.46 ms [2021-12-03 20:50:24 main:574] : INFO : Epoch 1955 | loss: 0.0311045 | val_loss: 0.031165 | Time: 1416.52 ms [2021-12-03 20:50:25 main:574] : INFO : Epoch 1956 | loss: 0.0311016 | val_loss: 0.031163 | Time: 1419.21 ms [2021-12-03 20:50:27 main:574] : INFO : Epoch 1957 | loss: 0.0310989 | val_loss: 0.03116 | Time: 1420.05 ms [2021-12-03 20:50:28 main:574] : INFO : Epoch 1958 | loss: 0.0311005 | val_loss: 0.0311607 | Time: 1422.12 ms [2021-12-03 20:50:30 main:574] : INFO : Epoch 1959 | loss: 0.0311043 | val_loss: 0.0311656 | Time: 1445.13 ms [2021-12-03 20:50:31 main:574] : INFO : Epoch 1960 | loss: 0.0311054 | val_loss: 0.0311634 | Time: 1445.36 ms [2021-12-03 20:50:32 main:574] : INFO : Epoch 1961 | loss: 0.0311084 | val_loss: 0.0311591 | Time: 1413.4 ms [2021-12-03 20:50:34 main:574] : INFO : Epoch 1962 | loss: 0.031102 | val_loss: 0.0311618 | Time: 1406.59 ms [2021-12-03 20:50:35 main:574] : INFO : Epoch 1963 | loss: 0.0311007 | val_loss: 0.0311691 | Time: 1406.75 ms [2021-12-03 20:50:37 main:574] : INFO : Epoch 1964 | loss: 0.0310994 | val_loss: 0.0311614 | Time: 1422.68 ms [2021-12-03 20:50:38 main:574] : INFO : Epoch 1965 | loss: 0.0310989 | val_loss: 0.031162 | Time: 1407.8 ms [2021-12-03 20:50:40 main:574] : INFO : Epoch 1966 | loss: 0.0310968 | val_loss: 0.0311671 | Time: 1412.65 ms [2021-12-03 20:50:41 main:574] : INFO : Epoch 1967 | loss: 0.0310997 | val_loss: 0.0311602 | Time: 1425.97 ms [2021-12-03 20:50:42 main:574] : INFO : Epoch 1968 | loss: 0.0311 | val_loss: 0.0311636 | Time: 1415.06 ms [2021-12-03 20:50:44 main:574] : INFO : Epoch 1969 | loss: 0.0310999 | val_loss: 0.0311566 | Time: 1408.35 ms [2021-12-03 20:50:45 main:574] : INFO : Epoch 1970 | loss: 0.0310967 | val_loss: 0.0311675 | Time: 1424.06 ms [2021-12-03 20:50:47 main:574] : INFO : Epoch 1971 | loss: 0.0310961 | val_loss: 0.0311594 | Time: 1412.52 ms [2021-12-03 20:50:48 main:574] : INFO : Epoch 1972 | loss: 0.031096 | val_loss: 0.031168 | Time: 1428.65 ms [2021-12-03 20:50:50 main:574] : INFO : Epoch 1973 | loss: 0.0310971 | val_loss: 0.0311703 | Time: 1449.05 ms [2021-12-03 20:50:51 main:574] : INFO : Epoch 1974 | loss: 0.0311009 | val_loss: 0.0311675 | Time: 1447.1 ms [2021-12-03 20:50:52 main:574] : INFO : Epoch 1975 | loss: 0.0310989 | val_loss: 0.0311646 | Time: 1426.77 ms [2021-12-03 20:50:54 main:574] : INFO : Epoch 1976 | loss: 0.0311035 | val_loss: 0.0311678 | Time: 1402.81 ms [2021-12-03 20:50:55 main:574] : INFO : Epoch 1977 | loss: 0.031102 | val_loss: 0.0311621 | Time: 1420.42 ms [2021-12-03 20:50:57 main:574] : INFO : Epoch 1978 | loss: 0.0311015 | val_loss: 0.0311759 | Time: 1407.77 ms [2021-12-03 20:50:58 main:574] : INFO : Epoch 1979 | loss: 0.031107 | val_loss: 0.031169 | Time: 1436.64 ms [2021-12-03 20:51:00 main:574] : INFO : Epoch 1980 | loss: 0.031124 | val_loss: 0.0311729 | Time: 1398.31 ms [2021-12-03 20:51:01 main:574] : INFO : Epoch 1981 | loss: 0.0311224 | val_loss: 0.0311558 | Time: 1413.15 ms [2021-12-03 20:51:02 main:574] : INFO : Epoch 1982 | loss: 0.0311182 | val_loss: 0.031158 | Time: 1416.34 ms [2021-12-03 20:51:04 main:574] : INFO : Epoch 1983 | loss: 0.0311146 | val_loss: 0.0311665 | Time: 1422.25 ms [2021-12-03 20:51:05 main:574] : INFO : Epoch 1984 | loss: 0.0311085 | val_loss: 0.0311591 | Time: 1399.31 ms [2021-12-03 20:51:07 main:574] : INFO : Epoch 1985 | loss: 0.0311089 | val_loss: 0.0311661 | Time: 1416.19 ms [2021-12-03 20:51:08 main:574] : INFO : Epoch 1986 | loss: 0.031107 | val_loss: 0.0311637 | Time: 1418.99 ms [2021-12-03 20:51:10 main:574] : INFO : Epoch 1987 | loss: 0.031107 | val_loss: 0.0311666 | Time: 1442.56 ms [2021-12-03 20:51:11 main:574] : INFO : Epoch 1988 | loss: 0.0311078 | val_loss: 0.0311676 | Time: 1429.33 ms [2021-12-03 20:51:12 main:574] : INFO : Epoch 1989 | loss: 0.0311076 | val_loss: 0.0311664 | Time: 1403.29 ms [2021-12-03 20:51:14 main:574] : INFO : Epoch 1990 | loss: 0.0311045 | val_loss: 0.0311662 | Time: 1428.84 ms [2021-12-03 20:51:15 main:574] : INFO : Epoch 1991 | loss: 0.0311065 | val_loss: 0.0311653 | Time: 1418.83 ms [2021-12-03 20:51:17 main:574] : INFO : Epoch 1992 | loss: 0.0311052 | val_loss: 0.0311614 | Time: 1415.44 ms [2021-12-03 20:51:18 main:574] : INFO : Epoch 1993 | loss: 0.0311044 | val_loss: 0.0311673 | Time: 1432.9 ms [2021-12-03 20:51:20 main:574] : INFO : Epoch 1994 | loss: 0.031105 | val_loss: 0.0311658 | Time: 1412.12 ms [2021-12-03 20:51:21 main:574] : INFO : Epoch 1995 | loss: 0.0311078 | val_loss: 0.031163 | Time: 1411.82 ms [2021-12-03 20:51:22 main:574] : INFO : Epoch 1996 | loss: 0.0311064 | val_loss: 0.0311683 | Time: 1424.55 ms [2021-12-03 20:51:24 main:574] : INFO : Epoch 1997 | loss: 0.0311025 | val_loss: 0.031169 | Time: 1420.52 ms [2021-12-03 20:51:25 main:574] : INFO : Epoch 1998 | loss: 0.0311064 | val_loss: 0.031161 | Time: 1437.73 ms [2021-12-03 20:51:27 main:574] : INFO : Epoch 1999 | loss: 0.0311044 | val_loss: 0.031156 | Time: 1424.39 ms [2021-12-03 20:51:28 main:574] : INFO : Epoch 2000 | loss: 0.0311043 | val_loss: 0.0311599 | Time: 1407.73 ms [2021-12-03 20:51:30 main:574] : INFO : Epoch 2001 | loss: 0.0311029 | val_loss: 0.0311584 | Time: 1442.02 ms [2021-12-03 20:51:31 main:574] : INFO : Epoch 2002 | loss: 0.0311003 | val_loss: 0.0311572 | Time: 1402.78 ms [2021-12-03 20:51:32 main:574] : INFO : Epoch 2003 | loss: 0.0311006 | val_loss: 0.0311591 | Time: 1419.43 ms [2021-12-03 20:51:34 main:574] : INFO : Epoch 2004 | loss: 0.031106 | val_loss: 0.031165 | Time: 1453.15 ms [2021-12-03 20:51:35 main:574] : INFO : Epoch 2005 | loss: 0.0311073 | val_loss: 0.0311657 | Time: 1400.08 ms [2021-12-03 20:51:37 main:574] : INFO : Epoch 2006 | loss: 0.0311055 | val_loss: 0.0311683 | Time: 1426.09 ms [2021-12-03 20:51:38 main:574] : INFO : Epoch 2007 | loss: 0.0311027 | val_loss: 0.0311708 | Time: 1419.72 ms [2021-12-03 20:51:40 main:574] : INFO : Epoch 2008 | loss: 0.0311028 | val_loss: 0.0311669 | Time: 1431.76 ms [2021-12-03 20:51:41 main:574] : INFO : Epoch 2009 | loss: 0.0311047 | val_loss: 0.0311585 | Time: 1411.36 ms [2021-12-03 20:51:42 main:574] : INFO : Epoch 2010 | loss: 0.0311049 | val_loss: 0.0311694 | Time: 1404.16 ms [2021-12-03 20:51:44 main:574] : INFO : Epoch 2011 | loss: 0.0311026 | val_loss: 0.0311614 | Time: 1426.01 ms [2021-12-03 20:51:45 main:574] : INFO : Epoch 2012 | loss: 0.0310991 | val_loss: 0.0311736 | Time: 1417.16 ms [2021-12-03 20:51:47 main:574] : INFO : Epoch 2013 | loss: 0.0311015 | val_loss: 0.0311631 | Time: 1429.31 ms [2021-12-03 20:51:48 main:574] : INFO : Epoch 2014 | loss: 0.0311046 | val_loss: 0.0311628 | Time: 1421.3 ms [2021-12-03 20:51:50 main:574] : INFO : Epoch 2015 | loss: 0.0311059 | val_loss: 0.0311655 | Time: 1400.59 ms [2021-12-03 20:51:51 main:574] : INFO : Epoch 2016 | loss: 0.0311074 | val_loss: 0.0311643 | Time: 1431.25 ms [2021-12-03 20:51:52 main:574] : INFO : Epoch 2017 | loss: 0.0311062 | val_loss: 0.0311689 | Time: 1418.81 ms [2021-12-03 20:51:54 main:574] : INFO : Epoch 2018 | loss: 0.0311079 | val_loss: 0.031159 | Time: 1446.72 ms [2021-12-03 20:51:55 main:574] : INFO : Epoch 2019 | loss: 0.0311016 | val_loss: 0.0311785 | Time: 1429.35 ms [2021-12-03 20:51:57 main:574] : INFO : Epoch 2020 | loss: 0.0310992 | val_loss: 0.0311639 | Time: 1451.63 ms [2021-12-03 20:51:58 main:574] : INFO : Epoch 2021 | loss: 0.0310997 | val_loss: 0.0311746 | Time: 1416.13 ms [2021-12-03 20:52:00 main:574] : INFO : Epoch 2022 | loss: 0.0311014 | val_loss: 0.0311677 | Time: 1434.87 ms [2021-12-03 20:52:01 main:574] : INFO : Epoch 2023 | loss: 0.031101 | val_loss: 0.0311614 | Time: 1411.75 ms [2021-12-03 20:52:02 main:574] : INFO : Epoch 2024 | loss: 0.031101 | val_loss: 0.031168 | Time: 1433.51 ms [2021-12-03 20:52:04 main:574] : INFO : Epoch 2025 | loss: 0.0311034 | val_loss: 0.031161 | Time: 1435.26 ms [2021-12-03 20:52:05 main:574] : INFO : Epoch 2026 | loss: 0.0311033 | val_loss: 0.0311635 | Time: 1415.7 ms [2021-12-03 20:52:07 main:574] : INFO : Epoch 2027 | loss: 0.0311024 | val_loss: 0.0311773 | Time: 1384.48 ms [2021-12-03 20:52:08 main:574] : INFO : Epoch 2028 | loss: 0.0311079 | val_loss: 0.0311734 | Time: 1410.73 ms [2021-12-03 20:52:10 main:574] : INFO : Epoch 2029 | loss: 0.0311015 | val_loss: 0.0311603 | Time: 1430.15 ms [2021-12-03 20:52:11 main:574] : INFO : Epoch 2030 | loss: 0.0311015 | val_loss: 0.0311596 | Time: 1433.85 ms [2021-12-03 20:52:12 main:574] : INFO : Epoch 2031 | loss: 0.031102 | val_loss: 0.0311617 | Time: 1399.79 ms [2021-12-03 20:52:14 main:574] : INFO : Epoch 2032 | loss: 0.0311024 | val_loss: 0.0311669 | Time: 1445.8 ms [2021-12-03 20:52:15 main:574] : INFO : Epoch 2033 | loss: 0.0311065 | val_loss: 0.0311799 | Time: 1426.18 ms [2021-12-03 20:52:17 main:574] : INFO : Epoch 2034 | loss: 0.0311087 | val_loss: 0.0311728 | Time: 1443.72 ms [2021-12-03 20:52:18 main:574] : INFO : Epoch 2035 | loss: 0.0311054 | val_loss: 0.0311595 | Time: 1429.56 ms [2021-12-03 20:52:20 main:574] : INFO : Epoch 2036 | loss: 0.0311139 | val_loss: 0.0311565 | Time: 1448.95 ms [2021-12-03 20:52:21 main:574] : INFO : Epoch 2037 | loss: 0.0311096 | val_loss: 0.0311591 | Time: 1400.83 ms [2021-12-03 20:52:23 main:574] : INFO : Epoch 2038 | loss: 0.0311042 | val_loss: 0.0311572 | Time: 1401.19 ms [2021-12-03 20:52:24 main:574] : INFO : Epoch 2039 | loss: 0.0311016 | val_loss: 0.0311656 | Time: 1417.11 ms [2021-12-03 20:52:25 main:574] : INFO : Epoch 2040 | loss: 0.0311018 | val_loss: 0.0311593 | Time: 1420.04 ms [2021-12-03 20:52:27 main:574] : INFO : Epoch 2041 | loss: 0.031103 | val_loss: 0.0311636 | Time: 1382.84 ms [2021-12-03 20:52:28 main:574] : INFO : Epoch 2042 | loss: 0.0311031 | val_loss: 0.0311675 | Time: 1405.78 ms [2021-12-03 20:52:30 main:574] : INFO : Epoch 2043 | loss: 0.0311055 | val_loss: 0.0311653 | Time: 1435.93 ms [2021-12-03 20:52:31 main:574] : INFO : Epoch 2044 | loss: 0.0311057 | val_loss: 0.0311603 | Time: 1440.38 ms [2021-12-03 20:52:33 main:574] : INFO : Epoch 2045 | loss: 0.0311092 | val_loss: 0.0311686 | Time: 1433.85 ms [2021-12-03 20:52:34 main:574] : INFO : Epoch 2046 | loss: 0.031106 | val_loss: 0.0311681 | Time: 1452.8 ms [2021-12-03 20:52:35 main:574] : INFO : Epoch 2047 | loss: 0.031102 | val_loss: 0.0311687 | Time: 1404.18 ms [2021-12-03 20:52:37 main:574] : INFO : Epoch 2048 | loss: 0.0311049 | val_loss: 0.0311581 | Time: 1432.21 ms [2021-12-03 20:52:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311581 [2021-12-03 20:52:37 main:603] : INFO : Saving end state to config to file [2021-12-03 20:52:37 main:608] : INFO : Success, exiting.. 20:52:37 (2968): 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)