Task 14393055
| Name | ParityModified-1647045965-6815-3-0_0 |
| Workunit | 11437206 |
| Created | 5 Apr 2022, 20:59:25 UTC |
| Sent | 11 Apr 2022, 1:42:21 UTC |
| Report deadline | 19 Apr 2022, 1:42:21 UTC |
| Received | 11 Apr 2022, 13:36:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 46 sec |
| CPU time | 42 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 3 main:574] : INFO : Epoch 1542 | loss: 0.0310714 | val_loss: 0.0311014 | Time: 1447.36 ms [2022-04-11 13:29:24 main:574] : INFO : Epoch 1543 | loss: 0.0310692 | val_loss: 0.0311026 | Time: 1441.94 ms [2022-04-11 13:29:26 main:574] : INFO : Epoch 1544 | loss: 0.0310699 | val_loss: 0.0311115 | Time: 1503.16 ms [2022-04-11 13:29:27 main:574] : INFO : Epoch 1545 | loss: 0.0310766 | val_loss: 0.0311097 | Time: 1439.65 ms [2022-04-11 13:29:29 main:574] : INFO : Epoch 1546 | loss: 0.0310728 | val_loss: 0.0311081 | Time: 1403.35 ms [2022-04-11 13:29:30 main:574] : INFO : Epoch 1547 | loss: 0.0310696 | val_loss: 0.0311019 | Time: 1350.24 ms [2022-04-11 13:29:32 main:574] : INFO : Epoch 1548 | loss: 0.0310687 | val_loss: 0.0311024 | Time: 1514.72 ms [2022-04-11 13:29:33 main:574] : INFO : Epoch 1549 | loss: 0.0310695 | val_loss: 0.0311054 | Time: 1495.03 ms [2022-04-11 13:29:34 main:574] : INFO : Epoch 1550 | loss: 0.0310688 | val_loss: 0.0310971 | Time: 1453.89 ms [2022-04-11 13:29:36 main:574] : INFO : Epoch 1551 | loss: 0.0310755 | val_loss: 0.0311052 | Time: 1486.19 ms [2022-04-11 13:29:37 main:574] : INFO : Epoch 1552 | loss: 0.0310835 | val_loss: 0.0311042 | Time: 1475.93 ms [2022-04-11 13:29:39 main:574] : INFO : Epoch 1553 | loss: 0.03108 | val_loss: 0.0311095 | Time: 1522.21 ms [2022-04-11 13:29:41 main:574] : INFO : Epoch 1554 | loss: 0.0310759 | val_loss: 0.0311205 | Time: 1506.74 ms [2022-04-11 13:29:42 main:574] : INFO : Epoch 1555 | loss: 0.0310757 | val_loss: 0.0311076 | Time: 1472.65 ms [2022-04-11 13:29:44 main:574] : INFO : Epoch 1556 | loss: 0.031072 | val_loss: 0.0311115 | Time: 1509.49 ms [2022-04-11 13:29:45 main:574] : INFO : Epoch 1557 | loss: 0.0310716 | val_loss: 0.0311114 | Time: 1438.82 ms [2022-04-11 13:29:46 main:574] : INFO : Epoch 1558 | loss: 0.0310784 | val_loss: 0.0311094 | Time: 1394.21 ms [2022-04-11 13:29:48 main:574] : INFO : Epoch 1559 | loss: 0.0310774 | val_loss: 0.0311121 | Time: 1467.38 ms [2022-04-11 13:29:49 main:574] : INFO : Epoch 1560 | loss: 0.0310764 | val_loss: 0.0311111 | Time: 1363.84 ms [2022-04-11 13:29:51 main:574] : INFO : Epoch 1561 | loss: 0.0310754 | val_loss: 0.0311058 | Time: 1526.98 ms [2022-04-11 13:29:52 main:574] : INFO : Epoch 1562 | loss: 0.0310773 | val_loss: 0.0311043 | Time: 1569.99 ms [2022-04-11 13:29:54 main:574] : INFO : Epoch 1563 | loss: 0.031079 | val_loss: 0.0311123 | Time: 1500.24 ms [2022-04-11 13:29:55 main:574] : INFO : Epoch 1564 | loss: 0.031079 | val_loss: 0.0311169 | Time: 1396.71 ms [2022-04-11 13:29:57 main:574] : INFO : Epoch 1565 | loss: 0.0310773 | val_loss: 0.0311199 | Time: 1484.2 ms [2022-04-11 13:29:58 main:574] : INFO : Epoch 1566 | loss: 0.0310778 | val_loss: 0.0311123 | Time: 1416.42 ms [2022-04-11 13:30:00 main:574] : INFO : Epoch 1567 | loss: 0.0310777 | val_loss: 0.0311125 | Time: 1371.46 ms [2022-04-11 13:30:01 main:574] : INFO : Epoch 1568 | loss: 0.0310795 | val_loss: 0.0311076 | Time: 1484.77 ms [2022-04-11 13:30:03 main:574] : INFO : Epoch 1569 | loss: 0.0310774 | val_loss: 0.0311125 | Time: 1458.53 ms [2022-04-11 13:30:04 main:574] : INFO : Epoch 1570 | loss: 0.0310747 | val_loss: 0.0311168 | Time: 1398.74 ms [2022-04-11 13:30:06 main:574] : INFO : Epoch 1571 | loss: 0.0310797 | val_loss: 0.031121 | Time: 1536.36 ms [2022-04-11 13:30:07 main:574] : INFO : Epoch 1572 | loss: 0.0310723 | val_loss: 0.0311228 | Time: 1434.69 ms [2022-04-11 13:30:08 main:574] : INFO : Epoch 1573 | loss: 0.0310707 | val_loss: 0.0311217 | Time: 1396.46 ms [2022-04-11 13:30:10 main:574] : INFO : Epoch 1574 | loss: 0.0310664 | val_loss: 0.0311095 | Time: 1443.74 ms [2022-04-11 13:30:11 main:574] : INFO : Epoch 1575 | loss: 0.0310681 | val_loss: 0.0311107 | Time: 1517.5 ms [2022-04-11 13:30:13 main:574] : INFO : Epoch 1576 | loss: 0.0310735 | val_loss: 0.0311156 | Time: 1492.71 ms [2022-04-11 13:30:14 main:574] : INFO : Epoch 1577 | loss: 0.0310702 | val_loss: 0.0311132 | Time: 1483.58 ms [2022-04-11 13:30:16 main:574] : INFO : Epoch 1578 | loss: 0.031068 | val_loss: 0.0311158 | Time: 1519 ms [2022-04-11 13:30:18 main:574] : INFO : Epoch 1579 | loss: 0.031069 | val_loss: 0.031125 | Time: 1510.84 ms [2022-04-11 13:30:19 main:574] : INFO : Epoch 1580 | loss: 0.031068 | val_loss: 0.0311205 | Time: 1531.62 ms [2022-04-11 13:30:21 main:574] : INFO : Epoch 1581 | loss: 0.0310668 | val_loss: 0.0311154 | Time: 1415.4 ms [2022-04-11 13:30:22 main:574] : INFO : Epoch 1582 | loss: 0.0310756 | val_loss: 0.0311091 | Time: 1403.64 ms [2022-04-11 13:30:23 main:574] : INFO : Epoch 1583 | loss: 0.031074 | val_loss: 0.031121 | Time: 1389.97 ms [2022-04-11 13:30:25 main:574] : INFO : Epoch 1584 | loss: 0.0310752 | val_loss: 0.0311122 | Time: 1575.16 ms [2022-04-11 13:30:27 main:574] : INFO : Epoch 1585 | loss: 0.0310734 | val_loss: 0.0311165 | Time: 1514.93 ms [2022-04-11 13:30:28 main:574] : INFO : Epoch 1586 | loss: 0.0310711 | val_loss: 0.0311135 | Time: 1471.39 ms [2022-04-11 13:30:30 main:574] : INFO : Epoch 1587 | loss: 0.0310711 | val_loss: 0.03112 | Time: 1481.25 ms [2022-04-11 13:30:31 main:574] : INFO : Epoch 1588 | loss: 0.0310693 | val_loss: 0.031111 | Time: 1423.32 ms [2022-04-11 13:30:32 main:574] : INFO : Epoch 1589 | loss: 0.0310661 | val_loss: 0.031107 | Time: 1469.64 ms [2022-04-11 13:30:34 main:574] : INFO : Epoch 1590 | loss: 0.0310683 | val_loss: 0.0311156 | Time: 1469.17 ms [2022-04-11 13:30:35 main:574] : INFO : Epoch 1591 | loss: 0.031067 | val_loss: 0.0311107 | Time: 1418.22 ms [2022-04-11 13:30:37 main:574] : INFO : Epoch 1592 | loss: 0.0310727 | val_loss: 0.0311171 | Time: 1527.89 ms [2022-04-11 13:30:38 main:574] : INFO : Epoch 1593 | loss: 0.0310847 | val_loss: 0.0311134 | Time: 1369.45 ms [2022-04-11 13:30:40 main:574] : INFO : Epoch 1594 | loss: 0.0310828 | val_loss: 0.0311097 | Time: 1543.33 ms [2022-04-11 13:30:41 main:574] : INFO : Epoch 1595 | loss: 0.0310776 | val_loss: 0.0311146 | Time: 1425.78 ms [2022-04-11 13:30:43 main:574] : INFO : Epoch 1596 | loss: 0.0310765 | val_loss: 0.0311177 | Time: 1559.38 ms [2022-04-11 13:30:44 main:574] : INFO : Epoch 1597 | loss: 0.0310739 | val_loss: 0.03111 | Time: 1521.63 ms [2022-04-11 13:30:46 main:574] : INFO : Epoch 1598 | loss: 0.0310721 | val_loss: 0.0311133 | Time: 1572.36 ms [2022-04-11 13:30:47 main:574] : INFO : Epoch 1599 | loss: 0.031074 | val_loss: 0.0311074 | Time: 1473 ms [2022-04-11 13:30:49 main:574] : INFO : Epoch 1600 | loss: 0.0310711 | val_loss: 0.0311148 | Time: 1494.42 ms [2022-04-11 13:30:50 main:574] : INFO : Epoch 1601 | loss: 0.0310705 | val_loss: 0.0311073 | Time: 1428.29 ms [2022-04-11 13:30:52 main:574] : INFO : Epoch 1602 | loss: 0.031068 | val_loss: 0.031104 | Time: 1493.53 ms [2022-04-11 13:30:53 main:574] : INFO : Epoch 1603 | loss: 0.0310674 | val_loss: 0.0311081 | Time: 1557.01 ms [2022-04-11 13:30:55 main:574] : INFO : Epoch 1604 | loss: 0.0310653 | val_loss: 0.0311077 | Time: 1401.9 ms [2022-04-11 13:30:56 main:574] : INFO : Epoch 1605 | loss: 0.0310665 | val_loss: 0.0311146 | Time: 1502.19 ms [2022-04-11 13:30:58 main:574] : INFO : Epoch 1606 | loss: 0.0310717 | val_loss: 0.0311041 | Time: 1460.12 ms [2022-04-11 13:30:59 main:574] : INFO : Epoch 1607 | loss: 0.0310669 | val_loss: 0.0311057 | Time: 1343.95 ms [2022-04-11 13:31:01 main:574] : INFO : Epoch 1608 | loss: 0.031065 | val_loss: 0.0311083 | Time: 1510.33 ms [2022-04-11 13:31:02 main:574] : INFO : Epoch 1609 | loss: 0.0310638 | val_loss: 0.0311079 | Time: 1515.73 ms [2022-04-11 13:31:04 main:574] : INFO : Epoch 1610 | loss: 0.0310621 | val_loss: 0.0311104 | Time: 1470.13 ms [2022-04-11 13:31:05 main:574] : INFO : Epoch 1611 | loss: 0.0310617 | val_loss: 0.0311005 | Time: 1543.9 ms [2022-04-11 13:31:07 main:574] : INFO : Epoch 1612 | loss: 0.0310624 | val_loss: 0.0311019 | Time: 1357.66 ms [2022-04-11 13:31:08 main:574] : INFO : Epoch 1613 | loss: 0.0310631 | val_loss: 0.0311024 | Time: 1471.68 ms [2022-04-11 13:31:10 main:574] : INFO : Epoch 1614 | loss: 0.0310612 | val_loss: 0.0311024 | Time: 1484.64 ms [2022-04-11 13:31:11 main:574] : INFO : Epoch 1615 | loss: 0.0310605 | val_loss: 0.0311022 | Time: 1518.32 ms [2022-04-11 13:31:13 main:574] : INFO : Epoch 1616 | loss: 0.0310682 | val_loss: 0.0311063 | Time: 1461.31 ms [2022-04-11 13:31:14 main:574] : INFO : Epoch 1617 | loss: 0.0310687 | val_loss: 0.0311142 | Time: 1529.21 ms [2022-04-11 13:31:16 main:574] : INFO : Epoch 1618 | loss: 0.0310779 | val_loss: 0.0311107 | Time: 1343.77 ms [2022-04-11 13:31:17 main:574] : INFO : Epoch 1619 | loss: 0.0310758 | val_loss: 0.0311061 | Time: 1470.3 ms [2022-04-11 13:31:19 main:574] : INFO : Epoch 1620 | loss: 0.031071 | val_loss: 0.0311081 | Time: 1547.44 ms [2022-04-11 13:31:20 main:574] : INFO : Epoch 1621 | loss: 0.0310693 | val_loss: 0.0311045 | Time: 1531.18 ms [2022-04-11 13:31:22 main:574] : INFO : Epoch 1622 | loss: 0.0310695 | val_loss: 0.0311091 | Time: 1462.5 ms [2022-04-11 13:31:23 main:574] : INFO : Epoch 1623 | loss: 0.0310654 | val_loss: 0.0311042 | Time: 1450.01 ms [2022-04-11 13:31:25 main:574] : INFO : Epoch 1624 | loss: 0.0310672 | val_loss: 0.0311196 | Time: 1508.26 ms [2022-04-11 13:31:26 main:574] : INFO : Epoch 1625 | loss: 0.0310666 | val_loss: 0.0311173 | Time: 1478.08 ms [2022-04-11 13:31:28 main:574] : INFO : Epoch 1626 | loss: 0.0310684 | val_loss: 0.0311097 | Time: 1454.03 ms [2022-04-11 13:31:29 main:574] : INFO : Epoch 1627 | loss: 0.0310631 | val_loss: 0.0311098 | Time: 1440.51 ms [2022-04-11 13:31:30 main:574] : INFO : Epoch 1628 | loss: 0.03106 | val_loss: 0.031113 | Time: 1353.07 ms [2022-04-11 13:31:32 main:574] : INFO : Epoch 1629 | loss: 0.0310623 | val_loss: 0.0311139 | Time: 1453.04 ms [2022-04-11 13:31:33 main:574] : INFO : Epoch 1630 | loss: 0.0310617 | val_loss: 0.0311142 | Time: 1482.6 ms [2022-04-11 13:31:35 main:574] : INFO : Epoch 1631 | loss: 0.0310632 | val_loss: 0.0311068 | Time: 1474.57 ms [2022-04-11 13:31:36 main:574] : INFO : Epoch 1632 | loss: 0.0310697 | val_loss: 0.0311111 | Time: 1377.41 ms [2022-04-11 13:31:38 main:574] : INFO : Epoch 1633 | loss: 0.0310643 | val_loss: 0.0311109 | Time: 1515.87 ms [2022-04-11 13:31:39 main:574] : INFO : Epoch 1634 | loss: 0.0310645 | val_loss: 0.0311115 | Time: 1557.68 ms [2022-04-11 13:31:41 main:574] : INFO : Epoch 1635 | loss: 0.0310611 | val_loss: 0.0311155 | Time: 1498.11 ms [2022-04-11 13:31:42 main:574] : INFO : Epoch 1636 | loss: 0.0310597 | val_loss: 0.0311129 | Time: 1556.35 ms [2022-04-11 13:31:44 main:574] : INFO : Epoch 1637 | loss: 0.0310588 | val_loss: 0.0311128 | Time: 1514.62 ms [2022-04-11 13:31:45 main:574] : INFO : Epoch 1638 | loss: 0.0310582 | val_loss: 0.0311154 | Time: 1522.26 ms [2022-04-11 13:31:47 main:574] : INFO : Epoch 1639 | loss: 0.031059 | val_loss: 0.0311093 | Time: 1466.05 ms [2022-04-11 13:31:48 main:574] : INFO : Epoch 1640 | loss: 0.0310586 | val_loss: 0.0311221 | Time: 1532.98 ms [2022-04-11 13:31:50 main:574] : INFO : Epoch 1641 | loss: 0.031068 | val_loss: 0.0311137 | Time: 1438.54 ms [2022-04-11 13:31:51 main:574] : INFO : Epoch 1642 | loss: 0.0310657 | val_loss: 0.0311072 | Time: 1520.76 ms [2022-04-11 13:31:53 main:574] : INFO : Epoch 1643 | loss: 0.0310629 | val_loss: 0.0311157 | Time: 1498.02 ms [2022-04-11 13:31:54 main:574] : INFO : Epoch 1644 | loss: 0.0310614 | val_loss: 0.0311102 | Time: 1521.99 ms [2022-04-11 13:31:56 main:574] : INFO : Epoch 1645 | loss: 0.0310596 | val_loss: 0.031115 | Time: 1488.12 ms [2022-04-11 13:31:57 main:574] : INFO : Epoch 1646 | loss: 0.0310576 | val_loss: 0.0311097 | Time: 1445.95 ms [2022-04-11 13:31:59 main:574] : INFO : Epoch 1647 | loss: 0.0310576 | val_loss: 0.0311093 | Time: 1495.47 ms [2022-04-11 13:32:00 main:574] : INFO : Epoch 1648 | loss: 0.0310561 | val_loss: 0.0311122 | Time: 1509.89 ms [2022-04-11 13:32:02 main:574] : INFO : Epoch 1649 | loss: 0.0310579 | val_loss: 0.031107 | Time: 1493.19 ms [2022-04-11 13:32:03 main:574] : INFO : Epoch 1650 | loss: 0.0310583 | val_loss: 0.0311083 | Time: 1531.97 ms [2022-04-11 13:32:05 main:574] : INFO : Epoch 1651 | loss: 0.0310599 | val_loss: 0.0311131 | Time: 1440.5 ms [2022-04-11 13:32:06 main:574] : INFO : Epoch 1652 | loss: 0.0310598 | val_loss: 0.031112 | Time: 1362.1 ms [2022-04-11 13:32:08 main:574] : INFO : Epoch 1653 | loss: 0.0310584 | val_loss: 0.0311078 | Time: 1353.31 ms [2022-04-11 13:32:09 main:574] : INFO : Epoch 1654 | loss: 0.0310587 | val_loss: 0.031103 | Time: 1473.54 ms [2022-04-11 13:32:11 main:574] : INFO : Epoch 1655 | loss: 0.0310595 | val_loss: 0.0311054 | Time: 1476.65 ms [2022-04-11 13:32:12 main:574] : INFO : Epoch 1656 | loss: 0.0310582 | val_loss: 0.031114 | Time: 1487.36 ms [2022-04-11 13:32:14 main:574] : INFO : Epoch 1657 | loss: 0.0310603 | val_loss: 0.0311132 | Time: 1519.69 ms [2022-04-11 13:32:15 main:574] : INFO : Epoch 1658 | loss: 0.0310591 | val_loss: 0.031117 | Time: 1516.74 ms [2022-04-11 13:32:17 main:574] : INFO : Epoch 1659 | loss: 0.0310603 | val_loss: 0.0311189 | Time: 1480.48 ms [2022-04-11 13:32:18 main:574] : INFO : Epoch 1660 | loss: 0.0310654 | val_loss: 0.0311138 | Time: 1535.54 ms [2022-04-11 13:32:20 main:574] : INFO : Epoch 1661 | loss: 0.0310624 | val_loss: 0.0311075 | Time: 1429.28 ms [2022-04-11 13:32:21 main:574] : INFO : Epoch 1662 | loss: 0.0310612 | val_loss: 0.0311177 | Time: 1489.7 ms [2022-04-11 13:32:23 main:574] : INFO : Epoch 1663 | loss: 0.0310621 | val_loss: 0.0311059 | Time: 1504.9 ms [2022-04-11 13:32:24 main:574] : INFO : Epoch 1664 | loss: 0.0310666 | val_loss: 0.031112 | Time: 1486.58 ms [2022-04-11 13:32:26 main:574] : INFO : Epoch 1665 | loss: 0.0310663 | val_loss: 0.0311183 | Time: 1513.3 ms [2022-04-11 13:32:27 main:574] : INFO : Epoch 1666 | loss: 0.0310662 | val_loss: 0.0311302 | Time: 1472.5 ms [2022-04-11 13:32:29 main:574] : INFO : Epoch 1667 | loss: 0.0310805 | val_loss: 0.0311177 | Time: 1507.37 ms [2022-04-11 13:32:30 main:574] : INFO : Epoch 1668 | loss: 0.0314858 | val_loss: 0.0322361 | Time: 1531.29 ms [2022-04-11 13:32:32 main:574] : INFO : Epoch 1669 | loss: 0.0342872 | val_loss: 0.0317519 | Time: 1478.21 ms [2022-04-11 13:32:33 main:574] : INFO : Epoch 1670 | loss: 0.0323427 | val_loss: 0.0314969 | Time: 1507.95 ms [2022-04-11 13:32:35 main:574] : INFO : Epoch 1671 | loss: 0.0313214 | val_loss: 0.0311953 | Time: 1504.65 ms [2022-04-11 13:32:36 main:574] : INFO : Epoch 1672 | loss: 0.0311031 | val_loss: 0.0311385 | Time: 1452.14 ms [2022-04-11 13:32:38 main:574] : INFO : Epoch 1673 | loss: 0.0310729 | val_loss: 0.0311161 | Time: 1413.09 ms [2022-04-11 13:32:39 main:574] : INFO : Epoch 1674 | loss: 0.031063 | val_loss: 0.0311138 | Time: 1494.69 ms [2022-04-11 13:32:41 main:574] : INFO : Epoch 1675 | loss: 0.0310599 | val_loss: 0.0311114 | Time: 1473.81 ms [2022-04-11 13:32:42 main:574] : INFO : Epoch 1676 | loss: 0.0310594 | val_loss: 0.0311078 | Time: 1532.88 ms [2022-04-11 13:32:44 main:574] : INFO : Epoch 1677 | loss: 0.031058 | val_loss: 0.0311194 | Time: 1502.37 ms [2022-04-11 13:32:45 main:574] : INFO : Epoch 1678 | loss: 0.03106 | val_loss: 0.0311098 | Time: 1360.39 ms [2022-04-11 13:32:46 main:574] : INFO : Epoch 1679 | loss: 0.03106 | val_loss: 0.0311125 | Time: 1489.11 ms [2022-04-11 13:32:48 main:574] : INFO : Epoch 1680 | loss: 0.0310588 | val_loss: 0.0311064 | Time: 1418.79 ms [2022-04-11 13:32:49 main:574] : INFO : Epoch 1681 | loss: 0.0310589 | val_loss: 0.0311113 | Time: 1378.35 ms [2022-04-11 13:32:51 main:574] : INFO : Epoch 1682 | loss: 0.031058 | val_loss: 0.0311127 | Time: 1387.34 ms [2022-04-11 13:32:52 main:574] : INFO : Epoch 1683 | loss: 0.0310576 | val_loss: 0.0311124 | Time: 1428.55 ms [2022-04-11 13:32:54 main:574] : INFO : Epoch 1684 | loss: 0.0310607 | val_loss: 0.0311132 | Time: 1403.17 ms [2022-04-11 13:32:55 main:574] : INFO : Epoch 1685 | loss: 0.0310618 | val_loss: 0.0311108 | Time: 1493.51 ms [2022-04-11 13:32:56 main:574] : INFO : Epoch 1686 | loss: 0.0310577 | val_loss: 0.0311105 | Time: 1388.44 ms [2022-04-11 13:32:58 main:574] : INFO : Epoch 1687 | loss: 0.031055 | val_loss: 0.0311113 | Time: 1494.03 ms [2022-04-11 13:32:59 main:574] : INFO : Epoch 1688 | loss: 0.0310724 | val_loss: 0.0311142 | Time: 1381.08 ms [2022-04-11 13:33:01 main:574] : INFO : Epoch 1689 | loss: 0.0310719 | val_loss: 0.0311092 | Time: 1401.71 ms [2022-04-11 13:33:02 main:574] : INFO : Epoch 1690 | loss: 0.0310735 | val_loss: 0.0311159 | Time: 1366.57 ms [2022-04-11 13:33:03 main:574] : INFO : Epoch 1691 | loss: 0.031063 | val_loss: 0.0311121 | Time: 1377.1 ms [2022-04-11 13:33:05 main:574] : INFO : Epoch 1692 | loss: 0.0310591 | val_loss: 0.0311133 | Time: 1400.92 ms [2022-04-11 13:33:06 main:574] : INFO : Epoch 1693 | loss: 0.0310577 | val_loss: 0.03111 | Time: 1488.84 ms [2022-04-11 13:33:08 main:574] : INFO : Epoch 1694 | loss: 0.0310605 | val_loss: 0.0311143 | Time: 1422.68 ms [2022-04-11 13:33:09 main:574] : INFO : Epoch 1695 | loss: 0.031061 | val_loss: 0.0311071 | Time: 1521.66 ms [2022-04-11 13:33:11 main:574] : INFO : Epoch 1696 | loss: 0.0310592 | val_loss: 0.0311094 | Time: 1421.88 ms [2022-04-11 13:33:12 main:574] : INFO : Epoch 1697 | loss: 0.0310571 | val_loss: 0.0311159 | Time: 1472.5 ms [2022-04-11 13:33:14 main:574] : INFO : Epoch 1698 | loss: 0.0310602 | val_loss: 0.031118 | Time: 1491.26 ms [2022-04-11 13:33:15 main:574] : INFO : Epoch 1699 | loss: 0.0310578 | val_loss: 0.0311101 | Time: 1512.94 ms [2022-04-11 13:33:17 main:574] : INFO : Epoch 1700 | loss: 0.0310545 | val_loss: 0.0311139 | Time: 1491.93 ms [2022-04-11 13:33:18 main:574] : INFO : Epoch 1701 | loss: 0.0310571 | val_loss: 0.0311116 | Time: 1471.68 ms [2022-04-11 13:33:20 main:574] : INFO : Epoch 1702 | loss: 0.0310657 | val_loss: 0.0311079 | Time: 1483.05 ms [2022-04-11 13:33:21 main:574] : INFO : Epoch 1703 | loss: 0.0310678 | val_loss: 0.0311125 | Time: 1467 ms [2022-04-11 13:33:23 main:574] : INFO : Epoch 1704 | loss: 0.0310674 | val_loss: 0.0311096 | Time: 1515.63 ms [2022-04-11 13:33:24 main:574] : INFO : Epoch 1705 | loss: 0.0310664 | val_loss: 0.0311059 | Time: 1472.62 ms [2022-04-11 13:33:26 main:574] : INFO : Epoch 1706 | loss: 0.0310628 | val_loss: 0.0311067 | Time: 1367.3 ms [2022-04-11 13:33:27 main:574] : INFO : Epoch 1707 | loss: 0.0310604 | val_loss: 0.0311087 | Time: 1360.76 ms [2022-04-11 13:33:28 main:574] : INFO : Epoch 1708 | loss: 0.0310585 | val_loss: 0.0311076 | Time: 1406.78 ms [2022-04-11 13:33:30 main:574] : INFO : Epoch 1709 | loss: 0.0310586 | val_loss: 0.0311021 | Time: 1515.02 ms [2022-04-11 13:33:31 main:574] : INFO : Epoch 1710 | loss: 0.031057 | val_loss: 0.0311026 | Time: 1344.76 ms [2022-04-11 13:33:33 main:574] : INFO : Epoch 1711 | loss: 0.0310567 | val_loss: 0.0310982 | Time: 1432.25 ms [2022-04-11 13:33:34 main:574] : INFO : Epoch 1712 | loss: 0.0310546 | val_loss: 0.0311027 | Time: 1459.22 ms [2022-04-11 13:33:36 main:574] : INFO : Epoch 1713 | loss: 0.0310527 | val_loss: 0.0311069 | Time: 1452.87 ms [2022-04-11 13:33:37 main:574] : INFO : Epoch 1714 | loss: 0.0310525 | val_loss: 0.0311099 | Time: 1573.37 ms [2022-04-11 13:33:39 main:574] : INFO : Epoch 1715 | loss: 0.0310514 | val_loss: 0.0311065 | Time: 1459.58 ms [2022-04-11 13:33:40 main:574] : INFO : Epoch 1716 | loss: 0.0310539 | val_loss: 0.0311093 | Time: 1434.13 ms [2022-04-11 13:33:42 main:574] : INFO : Epoch 1717 | loss: 0.0310571 | val_loss: 0.0311143 | Time: 1478.03 ms [2022-04-11 13:33:43 main:574] : INFO : Epoch 1718 | loss: 0.0310564 | val_loss: 0.0311114 | Time: 1486.6 ms [2022-04-11 13:33:45 main:574] : INFO : Epoch 1719 | loss: 0.0310564 | val_loss: 0.0311148 | Time: 1578.63 ms [2022-04-11 13:33:46 main:574] : INFO : Epoch 1720 | loss: 0.0310579 | val_loss: 0.0311148 | Time: 1462.44 ms [2022-04-11 13:33:48 main:574] : INFO : Epoch 1721 | loss: 0.0310642 | val_loss: 0.0311201 | Time: 1551.71 ms [2022-04-11 13:33:49 main:574] : INFO : Epoch 1722 | loss: 0.0310757 | val_loss: 0.0311131 | Time: 1417.56 ms [2022-04-11 13:33:51 main:574] : INFO : Epoch 1723 | loss: 0.0310698 | val_loss: 0.0311063 | Time: 1517.31 ms [2022-04-11 13:33:52 main:574] : INFO : Epoch 1724 | loss: 0.0310662 | val_loss: 0.0311095 | Time: 1562.56 ms [2022-04-11 13:33:54 main:574] : INFO : Epoch 1725 | loss: 0.0310636 | val_loss: 0.0311075 | Time: 1505.73 ms [2022-04-11 13:33:55 main:574] : INFO : Epoch 1726 | loss: 0.031061 | val_loss: 0.0311059 | Time: 1479.24 ms [2022-04-11 13:33:57 main:574] : INFO : Epoch 1727 | loss: 0.031059 | val_loss: 0.0311117 | Time: 1534.8 ms [2022-04-11 13:33:58 main:574] : INFO : Epoch 1728 | loss: 0.0310557 | val_loss: 0.0311118 | Time: 1454.53 ms [2022-04-11 13:34:00 main:574] : INFO : Epoch 1729 | loss: 0.0310566 | val_loss: 0.0311112 | Time: 1340.48 ms [2022-04-11 13:34:01 main:574] : INFO : Epoch 1730 | loss: 0.0310544 | val_loss: 0.0311134 | Time: 1540.65 ms [2022-04-11 13:34:03 main:574] : INFO : Epoch 1731 | loss: 0.0310543 | val_loss: 0.0311102 | Time: 1383.22 ms [2022-04-11 13:34:04 main:574] : INFO : Epoch 1732 | loss: 0.0310544 | val_loss: 0.0311124 | Time: 1378.9 ms [2022-04-11 13:34:06 main:574] : INFO : Epoch 1733 | loss: 0.0310558 | val_loss: 0.031109 | Time: 1528.34 ms [2022-04-11 13:34:07 main:574] : INFO : Epoch 1734 | loss: 0.0310539 | val_loss: 0.0311163 | Time: 1508.8 ms [2022-04-11 13:34:09 main:574] : INFO : Epoch 1735 | loss: 0.0310544 | val_loss: 0.0311169 | Time: 1490.39 ms [2022-04-11 13:34:10 main:574] : INFO : Epoch 1736 | loss: 0.0310573 | val_loss: 0.0311125 | Time: 1481.05 ms [2022-04-11 13:34:12 main:574] : INFO : Epoch 1737 | loss: 0.0310608 | val_loss: 0.0311132 | Time: 1414.16 ms [2022-04-11 13:34:13 main:574] : INFO : Epoch 1738 | loss: 0.0310578 | val_loss: 0.031112 | Time: 1504.42 ms [2022-04-11 13:34:15 main:574] : INFO : Epoch 1739 | loss: 0.0310561 | val_loss: 0.0311217 | Time: 1465.21 ms [2022-04-11 13:34:16 main:574] : INFO : Epoch 1740 | loss: 0.0310533 | val_loss: 0.0311184 | Time: 1396.7 ms [2022-04-11 13:34:18 main:574] : INFO : Epoch 1741 | loss: 0.0310535 | val_loss: 0.0311149 | Time: 1540.7 ms [2022-04-11 13:34:19 main:574] : INFO : Epoch 1742 | loss: 0.0310614 | val_loss: 0.0311059 | Time: 1531.05 ms [2022-04-11 13:34:21 main:574] : INFO : Epoch 1743 | loss: 0.0310623 | val_loss: 0.0311088 | Time: 1521.13 ms [2022-04-11 13:34:22 main:574] : INFO : Epoch 1744 | loss: 0.0310582 | val_loss: 0.0311084 | Time: 1494.88 ms [2022-04-11 13:34:24 main:574] : INFO : Epoch 1745 | loss: 0.0310553 | val_loss: 0.0311016 | Time: 1466.76 ms [2022-04-11 13:34:25 main:574] : INFO : Epoch 1746 | loss: 0.0310562 | val_loss: 0.0311106 | Time: 1355.32 ms [2022-04-11 13:34:27 main:574] : INFO : Epoch 1747 | loss: 0.031056 | val_loss: 0.0311075 | Time: 1512.73 ms [2022-04-11 13:34:28 main:574] : INFO : Epoch 1748 | loss: 0.0310605 | val_loss: 0.0311047 | Time: 1505.62 ms [2022-04-11 13:34:30 main:574] : INFO : Epoch 1749 | loss: 0.0310672 | val_loss: 0.0311098 | Time: 1457.32 ms [2022-04-11 13:34:31 main:574] : INFO : Epoch 1750 | loss: 0.0310664 | val_loss: 0.0311106 | Time: 1361.24 ms [2022-04-11 13:34:32 main:574] : INFO : Epoch 1751 | loss: 0.0310715 | val_loss: 0.0311169 | Time: 1521.23 ms [2022-04-11 13:34:34 main:574] : INFO : Epoch 1752 | loss: 0.0310817 | val_loss: 0.0311136 | Time: 1373.43 ms [2022-04-11 13:34:35 main:574] : INFO : Epoch 1753 | loss: 0.0310755 | val_loss: 0.0311088 | Time: 1523.41 ms [2022-04-11 13:34:37 main:574] : INFO : Epoch 1754 | loss: 0.0310721 | val_loss: 0.0311041 | Time: 1338.03 ms [2022-04-11 13:34:38 main:574] : INFO : Epoch 1755 | loss: 0.031069 | val_loss: 0.031104 | Time: 1555.07 ms [2022-04-11 13:34:40 main:574] : INFO : Epoch 1756 | loss: 0.0310632 | val_loss: 0.0311065 | Time: 1424.3 ms [2022-04-11 13:34:41 main:574] : INFO : Epoch 1757 | loss: 0.0310613 | val_loss: 0.031107 | Time: 1498.01 ms [2022-04-11 13:34:43 main:574] : INFO : Epoch 1758 | loss: 0.0310599 | val_loss: 0.0311046 | Time: 1504.28 ms [2022-04-11 13:34:44 main:574] : INFO : Epoch 1759 | loss: 0.0310583 | val_loss: 0.0311083 | Time: 1404.59 ms [2022-04-11 13:34:46 main:574] : INFO : Epoch 1760 | loss: 0.0310556 | val_loss: 0.0311033 | Time: 1433.04 ms [2022-04-11 13:34:47 main:574] : INFO : Epoch 1761 | loss: 0.0310558 | val_loss: 0.0311066 | Time: 1349.39 ms [2022-04-11 13:34:48 main:574] : INFO : Epoch 1762 | loss: 0.0310571 | val_loss: 0.0311092 | Time: 1453.53 ms [2022-04-11 13:34:50 main:574] : INFO : Epoch 1763 | loss: 0.0310548 | val_loss: 0.0311106 | Time: 1539.29 ms [2022-04-11 13:34:51 main:574] : INFO : Epoch 1764 | loss: 0.0310562 | val_loss: 0.0311032 | Time: 1444.07 ms [2022-04-11 13:34:53 main:574] : INFO : Epoch 1765 | loss: 0.031057 | val_loss: 0.0311039 | Time: 1441.07 ms [2022-04-11 13:34:54 main:574] : INFO : Epoch 1766 | loss: 0.0310552 | val_loss: 0.0311034 | Time: 1448.71 ms [2022-04-11 13:34:56 main:574] : INFO : Epoch 1767 | loss: 0.0310564 | val_loss: 0.0311081 | Time: 1488.2 ms [2022-04-11 13:34:57 main:574] : INFO : Epoch 1768 | loss: 0.0310603 | val_loss: 0.0311071 | Time: 1407.35 ms [2022-04-11 13:34:59 main:574] : INFO : Epoch 1769 | loss: 0.0310601 | val_loss: 0.031112 | Time: 1431.92 ms [2022-04-11 13:35:00 main:574] : INFO : Epoch 1770 | loss: 0.031058 | val_loss: 0.0311103 | Time: 1364.45 ms [2022-04-11 13:35:02 main:574] : INFO : Epoch 1771 | loss: 0.0310687 | val_loss: 0.0311096 | Time: 1453.64 ms [2022-04-11 13:35:03 main:574] : INFO : Epoch 1772 | loss: 0.031092 | val_loss: 0.0311099 | Time: 1521.4 ms [2022-04-11 13:35:05 main:574] : INFO : Epoch 1773 | loss: 0.0310782 | val_loss: 0.0311123 | Time: 1519.35 ms [2022-04-11 13:35:06 main:574] : INFO : Epoch 1774 | loss: 0.031076 | val_loss: 0.0311077 | Time: 1431.46 ms [2022-04-11 13:35:08 main:574] : INFO : Epoch 1775 | loss: 0.0310695 | val_loss: 0.0311078 | Time: 1463.18 ms [2022-04-11 13:35:09 main:574] : INFO : Epoch 1776 | loss: 0.0310645 | val_loss: 0.0311089 | Time: 1515.13 ms [2022-04-11 13:35:11 main:574] : INFO : Epoch 1777 | loss: 0.0310624 | val_loss: 0.0311017 | Time: 1487.32 ms [2022-04-11 13:35:12 main:574] : INFO : Epoch 1778 | loss: 0.0310713 | val_loss: 0.0311069 | Time: 1354.82 ms [2022-04-11 13:35:13 main:574] : INFO : Epoch 1779 | loss: 0.0310717 | val_loss: 0.0311219 | Time: 1426.62 ms [2022-04-11 13:35:15 main:574] : INFO : Epoch 1780 | loss: 0.0310907 | val_loss: 0.031119 | Time: 1511.14 ms [2022-04-11 13:35:16 main:574] : INFO : Epoch 1781 | loss: 0.0310836 | val_loss: 0.0311107 | Time: 1503.38 ms [2022-04-11 13:35:18 main:574] : INFO : Epoch 1782 | loss: 0.0310771 | val_loss: 0.0311104 | Time: 1511.36 ms [2022-04-11 13:35:20 main:574] : INFO : Epoch 1783 | loss: 0.0310697 | val_loss: 0.0311088 | Time: 1487.65 ms [2022-04-11 13:35:21 main:574] : INFO : Epoch 1784 | loss: 0.0310668 | val_loss: 0.0311115 | Time: 1495.13 ms [2022-04-11 13:35:23 main:574] : INFO : Epoch 1785 | loss: 0.0310653 | val_loss: 0.0311103 | Time: 1468.85 ms [2022-04-11 13:35:24 main:574] : INFO : Epoch 1786 | loss: 0.0310633 | val_loss: 0.031105 | Time: 1497.81 ms [2022-04-11 13:35:25 main:574] : INFO : Epoch 1787 | loss: 0.0310599 | val_loss: 0.0311111 | Time: 1371.33 ms [2022-04-11 13:35:27 main:574] : INFO : Epoch 1788 | loss: 0.031057 | val_loss: 0.0311086 | Time: 1509.77 ms [2022-04-11 13:35:28 main:574] : INFO : Epoch 1789 | loss: 0.0310577 | val_loss: 0.0311059 | Time: 1458.17 ms [2022-04-11 13:35:30 main:574] : INFO : Epoch 1790 | loss: 0.0310568 | val_loss: 0.0311001 | Time: 1336.22 ms [2022-04-11 13:35:31 main:574] : INFO : Epoch 1791 | loss: 0.0310574 | val_loss: 0.0311018 | Time: 1356.51 ms [2022-04-11 13:35:33 main:574] : INFO : Epoch 1792 | loss: 0.0310545 | val_loss: 0.0311068 | Time: 1342.32 ms [2022-04-11 13:35:34 main:574] : INFO : Epoch 1793 | loss: 0.0310538 | val_loss: 0.0311126 | Time: 1567.22 ms [2022-04-11 13:35:36 main:574] : INFO : Epoch 1794 | loss: 0.031054 | val_loss: 0.0311068 | Time: 1469.25 ms [2022-04-11 13:35:37 main:574] : INFO : Epoch 1795 | loss: 0.031053 | val_loss: 0.0311101 | Time: 1464.54 ms [2022-04-11 13:35:39 main:574] : INFO : Epoch 1796 | loss: 0.0310554 | val_loss: 0.0311141 | Time: 1480.8 ms [2022-04-11 13:35:40 main:574] : INFO : Epoch 1797 | loss: 0.0310626 | val_loss: 0.0311099 | Time: 1496.26 ms [2022-04-11 13:35:41 main:574] : INFO : Epoch 1798 | loss: 0.0310605 | val_loss: 0.0311066 | Time: 1336.31 ms [2022-04-11 13:35:43 main:574] : INFO : Epoch 1799 | loss: 0.0310578 | val_loss: 0.0311041 | Time: 1449.47 ms [2022-04-11 13:35:44 main:574] : INFO : Epoch 1800 | loss: 0.0310592 | val_loss: 0.0311083 | Time: 1505.14 ms [2022-04-11 13:35:46 main:574] : INFO : Epoch 1801 | loss: 0.0310671 | val_loss: 0.0311185 | Time: 1382.18 ms [2022-04-11 13:35:47 main:574] : INFO : Epoch 1802 | loss: 0.0310647 | val_loss: 0.0311074 | Time: 1402.25 ms [2022-04-11 13:35:49 main:574] : INFO : Epoch 1803 | loss: 0.0310594 | val_loss: 0.0311091 | Time: 1503.07 ms [2022-04-11 13:35:50 main:574] : INFO : Epoch 1804 | loss: 0.0310571 | val_loss: 0.0311084 | Time: 1457.11 ms [2022-04-11 13:35:52 main:574] : INFO : Epoch 1805 | loss: 0.0310558 | val_loss: 0.0311173 | Time: 1386.96 ms [2022-04-11 13:35:53 main:574] : INFO : Epoch 1806 | loss: 0.0310698 | val_loss: 0.0311188 | Time: 1547.26 ms [2022-04-11 13:35:55 main:574] : INFO : Epoch 1807 | loss: 0.0310861 | val_loss: 0.031123 | Time: 1521.51 ms [2022-04-11 13:35:56 main:574] : INFO : Epoch 1808 | loss: 0.0310812 | val_loss: 0.0311063 | Time: 1504.15 ms [2022-04-11 13:35:58 main:574] : INFO : Epoch 1809 | loss: 0.0310737 | val_loss: 0.0311113 | Time: 1532.76 ms [2022-04-11 13:35:59 main:574] : INFO : Epoch 1810 | loss: 0.0310693 | val_loss: 0.0311061 | Time: 1459.53 ms [2022-04-11 13:36:01 main:574] : INFO : Epoch 1811 | loss: 0.0310676 | val_loss: 0.031104 | Time: 1409.51 ms [2022-04-11 13:36:02 main:574] : INFO : Epoch 1812 | loss: 0.0310627 | val_loss: 0.0311057 | Time: 1507.66 ms [2022-04-11 13:36:04 main:574] : INFO : Epoch 1813 | loss: 0.0310591 | val_loss: 0.031104 | Time: 1489.19 ms [2022-04-11 13:36:05 main:574] : INFO : Epoch 1814 | loss: 0.0310594 | val_loss: 0.0311043 | Time: 1560.69 ms [2022-04-11 13:36:07 main:574] : INFO : Epoch 1815 | loss: 0.0310583 | val_loss: 0.0311025 | Time: 1427.14 ms [2022-04-11 13:36:08 main:574] : INFO : Epoch 1816 | loss: 0.0310594 | val_loss: 0.0310997 | Time: 1484.84 ms [2022-04-11 13:36:10 main:574] : INFO : Epoch 1817 | loss: 0.0310568 | val_loss: 0.0311026 | Time: 1401.43 ms [2022-04-11 13:36:11 main:574] : INFO : Epoch 1818 | loss: 0.0310554 | val_loss: 0.0311039 | Time: 1384.16 ms [2022-04-11 13:36:13 main:574] : INFO : Epoch 1819 | loss: 0.031055 | val_loss: 0.0311019 | Time: 1463.62 ms [2022-04-11 13:36:14 main:574] : INFO : Epoch 1820 | loss: 0.0310554 | val_loss: 0.0311021 | Time: 1416.84 ms [2022-04-11 13:36:15 main:574] : INFO : Epoch 1821 | loss: 0.0310588 | val_loss: 0.0311023 | Time: 1507.98 ms [2022-04-11 13:36:17 main:574] : INFO : Epoch 1822 | loss: 0.0310631 | val_loss: 0.0311041 | Time: 1504.52 ms [2022-04-11 13:36:18 main:574] : INFO : Epoch 1823 | loss: 0.0310553 | val_loss: 0.0311065 | Time: 1450.02 ms [2022-04-11 13:36:20 main:574] : INFO : Epoch 1824 | loss: 0.0310557 | val_loss: 0.0311053 | Time: 1353.29 ms [2022-04-11 13:36:21 main:574] : INFO : Epoch 1825 | loss: 0.0310592 | val_loss: 0.0310976 | Time: 1495.3 ms [2022-04-11 13:36:23 main:574] : INFO : Epoch 1826 | loss: 0.0310558 | val_loss: 0.0311053 | Time: 1379.14 ms [2022-04-11 13:36:24 main:574] : INFO : Epoch 1827 | loss: 0.0310548 | val_loss: 0.0311019 | Time: 1527.3 ms [2022-04-11 13:36:26 main:574] : INFO : Epoch 1828 | loss: 0.0310548 | val_loss: 0.0310996 | Time: 1370.81 ms [2022-04-11 13:36:27 main:574] : INFO : Epoch 1829 | loss: 0.03106 | val_loss: 0.0311031 | Time: 1503.74 ms [2022-04-11 13:36:29 main:574] : INFO : Epoch 1830 | loss: 0.0310641 | val_loss: 0.0311034 | Time: 1477.82 ms [2022-04-11 13:36:30 main:574] : INFO : Epoch 1831 | loss: 0.0310594 | val_loss: 0.031102 | Time: 1477.21 ms [2022-04-11 13:36:32 main:574] : INFO : Epoch 1832 | loss: 0.0310569 | val_loss: 0.0311093 | Time: 1532.6 ms [2022-04-11 13:36:33 main:574] : INFO : Epoch 1833 | loss: 0.0310588 | val_loss: 0.0311038 | Time: 1337.32 ms [2022-04-11 13:36:35 main:574] : INFO : Epoch 1834 | loss: 0.0310643 | val_loss: 0.0311008 | Time: 1506.37 ms [2022-04-11 13:36:36 main:574] : INFO : Epoch 1835 | loss: 0.0310645 | val_loss: 0.0311042 | Time: 1493.54 ms [2022-04-11 13:36:38 main:574] : INFO : Epoch 1836 | loss: 0.03106 | val_loss: 0.0311001 | Time: 1509.84 ms [2022-04-11 13:36:39 main:574] : INFO : Epoch 1837 | loss: 0.0310568 | val_loss: 0.0311038 | Time: 1371.72 ms [2022-04-11 13:36:41 main:574] : INFO : Epoch 1838 | loss: 0.0310549 | val_loss: 0.031098 | Time: 1514.29 ms [2022-04-11 13:36:42 main:574] : INFO : Epoch 1839 | loss: 0.0310545 | val_loss: 0.0311044 | Time: 1510.63 ms [2022-04-11 13:36:44 main:574] : INFO : Epoch 1840 | loss: 0.0310534 | val_loss: 0.0311003 | Time: 1522.65 ms [2022-04-11 13:36:45 main:574] : INFO : Epoch 1841 | loss: 0.0310537 | val_loss: 0.0310954 | Time: 1481.09 ms [2022-04-11 13:36:47 main:574] : INFO : Epoch 1842 | loss: 0.0310545 | val_loss: 0.0311066 | Time: 1471.64 ms [2022-04-11 13:36:48 main:574] : INFO : Epoch 1843 | loss: 0.0310566 | val_loss: 0.0310986 | Time: 1575.21 ms [2022-04-11 13:36:50 main:574] : INFO : Epoch 1844 | loss: 0.0310609 | val_loss: 0.0311008 | Time: 1514.97 ms [2022-04-11 13:36:51 main:574] : INFO : Epoch 1845 | loss: 0.0310609 | val_loss: 0.031103 | Time: 1387.62 ms [2022-04-11 13:36:53 main:574] : INFO : Epoch 1846 | loss: 0.0310611 | val_loss: 0.0311103 | Time: 1407.66 ms [2022-04-11 13:36:54 main:574] : INFO : Epoch 1847 | loss: 0.0310547 | val_loss: 0.031107 | Time: 1473.16 ms [2022-04-11 13:36:56 main:574] : INFO : Epoch 1848 | loss: 0.031052 | val_loss: 0.0311025 | Time: 1504.84 ms [2022-04-11 13:36:57 main:574] : INFO : Epoch 1849 | loss: 0.0310491 | val_loss: 0.0311032 | Time: 1468.29 ms [2022-04-11 13:36:59 main:574] : INFO : Epoch 1850 | loss: 0.0310475 | val_loss: 0.0311054 | Time: 1468.21 ms [2022-04-11 13:37:00 main:574] : INFO : Epoch 1851 | loss: 0.0310515 | val_loss: 0.0311051 | Time: 1466.25 ms [2022-04-11 13:37:02 main:574] : INFO : Epoch 1852 | loss: 0.0310551 | val_loss: 0.0311072 | Time: 1493.38 ms [2022-04-11 13:37:03 main:574] : INFO : Epoch 1853 | loss: 0.0310552 | val_loss: 0.0311111 | Time: 1450.75 ms [2022-04-11 13:37:04 main:574] : INFO : Epoch 1854 | loss: 0.0310605 | val_loss: 0.0311099 | Time: 1399.95 ms [2022-04-11 13:37:06 main:574] : INFO : Epoch 1855 | loss: 0.0310538 | val_loss: 0.0310998 | Time: 1399.33 ms [2022-04-11 13:37:07 main:574] : INFO : Epoch 1856 | loss: 0.0310491 | val_loss: 0.0311011 | Time: 1514.96 ms [2022-04-11 13:37:09 main:574] : INFO : Epoch 1857 | loss: 0.0310487 | val_loss: 0.0311089 | Time: 1410.35 ms [2022-04-11 13:37:10 main:574] : INFO : Epoch 1858 | loss: 0.0310478 | val_loss: 0.0311109 | Time: 1468.8 ms [2022-04-11 13:37:12 main:574] : INFO : Epoch 1859 | loss: 0.0310486 | val_loss: 0.0311036 | Time: 1476.97 ms [2022-04-11 13:37:13 main:574] : INFO : Epoch 1860 | loss: 0.0310514 | val_loss: 0.0311037 | Time: 1455.2 ms [2022-04-11 13:37:15 main:574] : INFO : Epoch 1861 | loss: 0.0310502 | val_loss: 0.0310987 | Time: 1410.58 ms [2022-04-11 13:37:16 main:574] : INFO : Epoch 1862 | loss: 0.0310502 | val_loss: 0.0311048 | Time: 1528.5 ms [2022-04-11 13:37:18 main:574] : INFO : Epoch 1863 | loss: 0.0310552 | val_loss: 0.0311064 | Time: 1530.01 ms [2022-04-11 13:37:19 main:574] : INFO : Epoch 1864 | loss: 0.0310603 | val_loss: 0.0311075 | Time: 1587.77 ms [2022-04-11 13:37:21 main:574] : INFO : Epoch 1865 | loss: 0.031053 | val_loss: 0.031103 | Time: 1450.95 ms [2022-04-11 13:37:22 main:574] : INFO : Epoch 1866 | loss: 0.0310496 | val_loss: 0.0311017 | Time: 1549.21 ms [2022-04-11 13:37:24 main:574] : INFO : Epoch 1867 | loss: 0.0310523 | val_loss: 0.0311073 | Time: 1380.91 ms [2022-04-11 13:37:25 main:574] : INFO : Epoch 1868 | loss: 0.0310502 | val_loss: 0.0311081 | Time: 1508.97 ms [2022-04-11 13:37:27 main:574] : INFO : Epoch 1869 | loss: 0.0310537 | val_loss: 0.0311025 | Time: 1435.71 ms [2022-04-11 13:37:28 main:574] : INFO : Epoch 1870 | loss: 0.03106 | val_loss: 0.0310987 | Time: 1496.3 ms [2022-04-11 13:37:30 main:574] : INFO : Epoch 1871 | loss: 0.0310553 | val_loss: 0.0310992 | Time: 1414.67 ms [2022-04-11 13:37:31 main:574] : INFO : Epoch 1872 | loss: 0.0310524 | val_loss: 0.0311086 | Time: 1379.06 ms [2022-04-11 13:37:33 main:574] : INFO : Epoch 1873 | loss: 0.0310539 | val_loss: 0.0311024 | Time: 1463.07 ms [2022-04-11 13:37:34 main:574] : INFO : Epoch 1874 | loss: 0.0310677 | val_loss: 0.0311006 | Time: 1519.09 ms [2022-04-11 13:37:36 main:574] : INFO : Epoch 1875 | loss: 0.0310599 | val_loss: 0.0311013 | Time: 1518.25 ms [2022-04-11 13:37:37 main:574] : INFO : Epoch 1876 | loss: 0.031055 | val_loss: 0.0311013 | Time: 1463.64 ms [2022-04-11 13:37:39 main:574] : INFO : Epoch 1877 | loss: 0.0310654 | val_loss: 0.0310982 | Time: 1487.04 ms [2022-04-11 13:37:40 main:574] : INFO : Epoch 1878 | loss: 0.0310662 | val_loss: 0.031105 | Time: 1467.83 ms [2022-04-11 13:37:41 main:574] : INFO : Epoch 1879 | loss: 0.0310611 | val_loss: 0.0311103 | Time: 1386.66 ms [2022-04-11 13:37:43 main:574] : INFO : Epoch 1880 | loss: 0.031052 | val_loss: 0.0310989 | Time: 1488.12 ms [2022-04-11 13:37:45 main:574] : INFO : Epoch 1881 | loss: 0.031049 | val_loss: 0.0311012 | Time: 1550.69 ms [2022-04-11 13:37:46 main:574] : INFO : Epoch 1882 | loss: 0.0310505 | val_loss: 0.0310994 | Time: 1542.47 ms [2022-04-11 13:37:48 main:574] : INFO : Epoch 1883 | loss: 0.0310537 | val_loss: 0.0310984 | Time: 1515.03 ms [2022-04-11 13:37:49 main:574] : INFO : Epoch 1884 | loss: 0.031059 | val_loss: 0.031102 | Time: 1506.44 ms [2022-04-11 13:37:51 main:574] : INFO : Epoch 1885 | loss: 0.0310581 | val_loss: 0.0311007 | Time: 1493.99 ms [2022-04-11 13:37:52 main:574] : INFO : Epoch 1886 | loss: 0.031056 | val_loss: 0.0311089 | Time: 1497.88 ms [2022-04-11 13:37:54 main:574] : INFO : Epoch 1887 | loss: 0.0310576 | val_loss: 0.0311041 | Time: 1521.71 ms [2022-04-11 13:37:55 main:574] : INFO : Epoch 1888 | loss: 0.0310553 | val_loss: 0.0311008 | Time: 1526.92 ms [2022-04-11 13:37:57 main:574] : INFO : Epoch 1889 | loss: 0.031053 | val_loss: 0.0311048 | Time: 1561.35 ms [2022-04-11 13:37:58 main:574] : INFO : Epoch 1890 | loss: 0.0310547 | val_loss: 0.0311086 | Time: 1469.6 ms [2022-04-11 13:38:00 main:574] : INFO : Epoch 1891 | loss: 0.0310615 | val_loss: 0.0310953 | Time: 1375.94 ms [2022-04-11 13:38:01 main:574] : INFO : Epoch 1892 | loss: 0.0310563 | val_loss: 0.0311002 | Time: 1378.4 ms [2022-04-11 13:38:02 main:574] : INFO : Epoch 1893 | loss: 0.0310532 | val_loss: 0.0310974 | Time: 1376.24 ms [2022-04-11 13:38:04 main:574] : INFO : Epoch 1894 | loss: 0.0310538 | val_loss: 0.0310957 | Time: 1413.9 ms [2022-04-11 13:38:05 main:574] : INFO : Epoch 1895 | loss: 0.0310503 | val_loss: 0.0310973 | Time: 1515.33 ms [2022-04-11 13:38:07 main:574] : INFO : Epoch 1896 | loss: 0.031048 | val_loss: 0.031098 | Time: 1445.41 ms [2022-04-11 13:38:08 main:574] : INFO : Epoch 1897 | loss: 0.0310475 | val_loss: 0.0310967 | Time: 1561.38 ms [2022-04-11 13:38:10 main:574] : INFO : Epoch 1898 | loss: 0.0310464 | val_loss: 0.0310988 | Time: 1384.4 ms [2022-04-11 13:38:11 main:574] : INFO : Epoch 1899 | loss: 0.0310457 | val_loss: 0.0311014 | Time: 1463.11 ms [2022-04-11 13:38:13 main:574] : INFO : Epoch 1900 | loss: 0.0310468 | val_loss: 0.0311014 | Time: 1575.69 ms [2022-04-11 13:38:14 main:574] : INFO : Epoch 1901 | loss: 0.0310473 | val_loss: 0.0311 | Time: 1510.4 ms [2022-04-11 13:38:16 main:574] : INFO : Epoch 1902 | loss: 0.0310468 | val_loss: 0.0310972 | Time: 1489.01 ms [2022-04-11 13:38:17 main:574] : INFO : Epoch 1903 | loss: 0.0310441 | val_loss: 0.0311034 | Time: 1398.11 ms [2022-04-11 13:38:19 main:574] : INFO : Epoch 1904 | loss: 0.0310447 | val_loss: 0.0310992 | Time: 1431.13 ms [2022-04-11 13:38:20 main:574] : INFO : Epoch 1905 | loss: 0.0310459 | val_loss: 0.0311008 | Time: 1524.8 ms [2022-04-11 13:38:22 main:574] : INFO : Epoch 1906 | loss: 0.0310432 | val_loss: 0.0310994 | Time: 1483.59 ms [2022-04-11 13:38:23 main:574] : INFO : Epoch 1907 | loss: 0.0310468 | val_loss: 0.0311086 | Time: 1458.71 ms [2022-04-11 13:38:25 main:574] : INFO : Epoch 1908 | loss: 0.0310579 | val_loss: 0.0311103 | Time: 1498.82 ms [2022-04-11 13:38:26 main:574] : INFO : Epoch 1909 | loss: 0.0310558 | val_loss: 0.0311041 | Time: 1553.22 ms [2022-04-11 13:38:28 main:574] : INFO : Epoch 1910 | loss: 0.0310561 | val_loss: 0.0311036 | Time: 1461.82 ms [2022-04-11 13:38:29 main:574] : INFO : Epoch 1911 | loss: 0.031052 | val_loss: 0.0311092 | Time: 1340.37 ms [2022-04-11 13:38:31 main:574] : INFO : Epoch 1912 | loss: 0.0310564 | val_loss: 0.031115 | Time: 1509.51 ms [2022-04-11 13:38:32 main:574] : INFO : Epoch 1913 | loss: 0.0310534 | val_loss: 0.0311068 | Time: 1434.6 ms [2022-04-11 13:38:33 main:574] : INFO : Epoch 1914 | loss: 0.031051 | val_loss: 0.0311067 | Time: 1428.81 ms [2022-04-11 13:38:35 main:574] : INFO : Epoch 1915 | loss: 0.0310514 | val_loss: 0.031112 | Time: 1466.03 ms [2022-04-11 13:38:37 main:574] : INFO : Epoch 1916 | loss: 0.031046 | val_loss: 0.0311206 | Time: 1485.51 ms [2022-04-11 13:38:38 main:574] : INFO : Epoch 1917 | loss: 0.0310463 | val_loss: 0.0311119 | Time: 1468.47 ms [2022-04-11 13:38:40 main:574] : INFO : Epoch 1918 | loss: 0.0310472 | val_loss: 0.0311117 | Time: 1505.06 ms [2022-04-11 13:38:41 main:574] : INFO : Epoch 1919 | loss: 0.0310471 | val_loss: 0.0311067 | Time: 1379.62 ms [2022-04-11 13:38:42 main:574] : INFO : Epoch 1920 | loss: 0.0310481 | val_loss: 0.0311081 | Time: 1390.63 ms [2022-04-11 13:38:44 main:574] : INFO : Epoch 1921 | loss: 0.031046 | val_loss: 0.0311053 | Time: 1531.16 ms [2022-04-11 13:38:45 main:574] : INFO : Epoch 1922 | loss: 0.0310496 | val_loss: 0.0311049 | Time: 1483.61 ms [2022-04-11 13:38:47 main:574] : INFO : Epoch 1923 | loss: 0.0310517 | val_loss: 0.0311081 | Time: 1377.84 ms [2022-04-11 13:38:48 main:574] : INFO : Epoch 1924 | loss: 0.0310529 | val_loss: 0.0311047 | Time: 1507.66 ms [2022-04-11 13:38:50 main:574] : INFO : Epoch 1925 | loss: 0.0310472 | val_loss: 0.0311106 | Time: 1364.02 ms [2022-04-11 13:38:51 main:574] : INFO : Epoch 1926 | loss: 0.031048 | val_loss: 0.031119 | Time: 1478.69 ms [2022-04-11 13:38:53 main:574] : INFO : Epoch 1927 | loss: 0.0310496 | val_loss: 0.0311096 | Time: 1412.54 ms [2022-04-11 13:38:54 main:574] : INFO : Epoch 1928 | loss: 0.0310504 | val_loss: 0.0311039 | Time: 1502.93 ms [2022-04-11 13:38:56 main:574] : INFO : Epoch 1929 | loss: 0.0310493 | val_loss: 0.0311065 | Time: 1516.07 ms [2022-04-11 13:38:57 main:574] : INFO : Epoch 1930 | loss: 0.0310454 | val_loss: 0.0311015 | Time: 1531.95 ms [2022-04-11 13:38:59 main:574] : INFO : Epoch 1931 | loss: 0.0310503 | val_loss: 0.0311082 | Time: 1401.71 ms [2022-04-11 13:39:00 main:574] : INFO : Epoch 1932 | loss: 0.0310442 | val_loss: 0.031105 | Time: 1371.39 ms [2022-04-11 13:39:01 main:574] : INFO : Epoch 1933 | loss: 0.0310453 | val_loss: 0.0311026 | Time: 1489.57 ms [2022-04-11 13:39:03 main:574] : INFO : Epoch 1934 | loss: 0.0310467 | val_loss: 0.0311108 | Time: 1409.02 ms [2022-04-11 13:39:04 main:574] : INFO : Epoch 1935 | loss: 0.0310469 | val_loss: 0.0311125 | Time: 1453.12 ms [2022-04-11 13:39:06 main:574] : INFO : Epoch 1936 | loss: 0.0310442 | val_loss: 0.0311046 | Time: 1380.38 ms [2022-04-11 13:39:07 main:574] : INFO : Epoch 1937 | loss: 0.0310419 | val_loss: 0.0311068 | Time: 1344.03 ms [2022-04-11 13:39:09 main:574] : INFO : Epoch 1938 | loss: 0.0310421 | val_loss: 0.0311079 | Time: 1544.34 ms [2022-04-11 13:39:10 main:574] : INFO : Epoch 1939 | loss: 0.0310429 | val_loss: 0.0311117 | Time: 1529.84 ms [2022-04-11 13:39:12 main:574] : INFO : Epoch 1940 | loss: 0.0310424 | val_loss: 0.0311079 | Time: 1391.41 ms [2022-04-11 13:39:13 main:574] : INFO : Epoch 1941 | loss: 0.0310445 | val_loss: 0.0311146 | Time: 1490.04 ms [2022-04-11 13:39:14 main:574] : INFO : Epoch 1942 | loss: 0.0310433 | val_loss: 0.0311077 | Time: 1439.23 ms [2022-04-11 13:39:16 main:574] : INFO : Epoch 1943 | loss: 0.0310404 | val_loss: 0.0311094 | Time: 1390.7 ms [2022-04-11 13:39:17 main:574] : INFO : Epoch 1944 | loss: 0.0310389 | val_loss: 0.031109 | Time: 1540.92 ms [2022-04-11 13:39:19 main:574] : INFO : Epoch 1945 | loss: 0.0310413 | val_loss: 0.0311111 | Time: 1554.83 ms [2022-04-11 13:39:20 main:574] : INFO : Epoch 1946 | loss: 0.0310427 | val_loss: 0.0311206 | Time: 1391.47 ms [2022-04-11 13:39:22 main:574] : INFO : Epoch 1947 | loss: 0.0310528 | val_loss: 0.0311121 | Time: 1469.54 ms [2022-04-11 13:39:23 main:574] : INFO : Epoch 1948 | loss: 0.0310548 | val_loss: 0.0311013 | Time: 1495.81 ms [2022-04-11 13:39:25 main:574] : INFO : Epoch 1949 | loss: 0.0310539 | val_loss: 0.0311035 | Time: 1475.24 ms [2022-04-11 13:39:26 main:574] : INFO : Epoch 1950 | loss: 0.0310503 | val_loss: 0.031103 | Time: 1483.79 ms [2022-04-11 13:39:28 main:574] : INFO : Epoch 1951 | loss: 0.0310504 | val_loss: 0.0311004 | Time: 1543.51 ms [2022-04-11 13:39:29 main:574] : INFO : Epoch 1952 | loss: 0.03105 | val_loss: 0.0311091 | Time: 1418.09 ms [2022-04-11 13:39:31 main:574] : INFO : Epoch 1953 | loss: 0.0310476 | val_loss: 0.031102 | Time: 1480.87 ms [2022-04-11 13:39:32 main:574] : INFO : Epoch 1954 | loss: 0.0310488 | val_loss: 0.0311075 | Time: 1483.49 ms [2022-04-11 13:39:34 main:574] : INFO : Epoch 1955 | loss: 0.0310606 | val_loss: 0.0311165 | Time: 1491.38 ms [2022-04-11 13:39:35 main:574] : INFO : Epoch 1956 | loss: 0.0310627 | val_loss: 0.0311059 | Time: 1391.84 ms [2022-04-11 13:39:37 main:574] : INFO : Epoch 1957 | loss: 0.0310543 | val_loss: 0.0311121 | Time: 1491.24 ms [2022-04-11 13:39:38 main:574] : INFO : Epoch 1958 | loss: 0.0310524 | val_loss: 0.0311108 | Time: 1464.84 ms [2022-04-11 13:39:40 main:574] : INFO : Epoch 1959 | loss: 0.031052 | val_loss: 0.0311133 | Time: 1501.59 ms [2022-04-11 13:39:41 main:574] : INFO : Epoch 1960 | loss: 0.0310507 | val_loss: 0.0311044 | Time: 1375.64 ms [2022-04-11 13:39:43 main:574] : INFO : Epoch 1961 | loss: 0.0310505 | val_loss: 0.0311042 | Time: 1404.34 ms [2022-04-11 13:39:44 main:574] : INFO : Epoch 1962 | loss: 0.0310481 | val_loss: 0.0311062 | Time: 1439.9 ms [2022-04-11 13:39:46 main:574] : INFO : Epoch 1963 | loss: 0.0310466 | val_loss: 0.0311002 | Time: 1526.57 ms [2022-04-11 13:39:47 main:574] : INFO : Epoch 1964 | loss: 0.0310485 | val_loss: 0.031108 | Time: 1439.98 ms [2022-04-11 13:39:48 main:574] : INFO : Epoch 1965 | loss: 0.0310554 | val_loss: 0.0311061 | Time: 1351.17 ms [2022-04-11 13:39:50 main:574] : INFO : Epoch 1966 | loss: 0.0310681 | val_loss: 0.031106 | Time: 1493.81 ms [2022-04-11 13:39:51 main:574] : INFO : Epoch 1967 | loss: 0.0310655 | val_loss: 0.0311065 | Time: 1516.81 ms [2022-04-11 13:39:53 main:574] : INFO : Epoch 1968 | loss: 0.0310625 | val_loss: 0.0311081 | Time: 1436.01 ms [2022-04-11 13:39:54 main:574] : INFO : Epoch 1969 | loss: 0.0310567 | val_loss: 0.031104 | Time: 1496.16 ms [2022-04-11 13:39:56 main:574] : INFO : Epoch 1970 | loss: 0.0310551 | val_loss: 0.0311101 | Time: 1502.72 ms [2022-04-11 13:39:57 main:574] : INFO : Epoch 1971 | loss: 0.0310558 | val_loss: 0.0311033 | Time: 1513.94 ms [2022-04-11 13:39:59 main:574] : INFO : Epoch 1972 | loss: 0.0310518 | val_loss: 0.0311022 | Time: 1451.3 ms [2022-04-11 13:40:00 main:574] : INFO : Epoch 1973 | loss: 0.0310492 | val_loss: 0.0311022 | Time: 1521.28 ms [2022-04-11 13:40:02 main:574] : INFO : Epoch 1974 | loss: 0.0310498 | val_loss: 0.031106 | Time: 1470.93 ms [2022-04-11 13:40:03 main:574] : INFO : Epoch 1975 | loss: 0.0310532 | val_loss: 0.0311004 | Time: 1391.74 ms [2022-04-11 13:40:05 main:574] : INFO : Epoch 1976 | loss: 0.0310493 | val_loss: 0.0311008 | Time: 1478.6 ms [2022-04-11 13:40:06 main:574] : INFO : Epoch 1977 | loss: 0.0310484 | val_loss: 0.031105 | Time: 1477.02 ms [2022-04-11 13:40:08 main:574] : INFO : Epoch 1978 | loss: 0.0310454 | val_loss: 0.0311011 | Time: 1617.55 ms [2022-04-11 13:40:09 main:574] : INFO : Epoch 1979 | loss: 0.0310492 | val_loss: 0.0311101 | Time: 1418.57 ms [2022-04-11 13:40:11 main:574] : INFO : Epoch 1980 | loss: 0.0310508 | val_loss: 0.0311017 | Time: 1503.21 ms [2022-04-11 13:40:12 main:574] : INFO : Epoch 1981 | loss: 0.0310497 | val_loss: 0.031101 | Time: 1495.52 ms [2022-04-11 13:40:14 main:574] : INFO : Epoch 1982 | loss: 0.0310473 | val_loss: 0.0311174 | Time: 1569.04 ms [2022-04-11 13:40:15 main:574] : INFO : Epoch 1983 | loss: 0.0310474 | val_loss: 0.0311054 | Time: 1530.46 ms [2022-04-11 13:40:17 main:574] : INFO : Epoch 1984 | loss: 0.0310469 | val_loss: 0.0311042 | Time: 1544.07 ms [2022-04-11 13:40:18 main:574] : INFO : Epoch 1985 | loss: 0.031045 | val_loss: 0.0311098 | Time: 1445.93 ms [2022-04-11 13:40:20 main:574] : INFO : Epoch 1986 | loss: 0.031046 | val_loss: 0.0311019 | Time: 1520.11 ms [2022-04-11 13:40:21 main:574] : INFO : Epoch 1987 | loss: 0.0310463 | val_loss: 0.0311017 | Time: 1362.14 ms [2022-04-11 13:40:23 main:574] : INFO : Epoch 1988 | loss: 0.031045 | val_loss: 0.0311007 | Time: 1464.96 ms [2022-04-11 13:40:24 main:574] : INFO : Epoch 1989 | loss: 0.0310438 | val_loss: 0.0311047 | Time: 1402.55 ms [2022-04-11 13:40:26 main:574] : INFO : Epoch 1990 | loss: 0.0310431 | val_loss: 0.0311033 | Time: 1509.64 ms [2022-04-11 13:40:27 main:574] : INFO : Epoch 1991 | loss: 0.0310411 | val_loss: 0.0311053 | Time: 1462.39 ms [2022-04-11 13:40:29 main:574] : INFO : Epoch 1992 | loss: 0.0310409 | val_loss: 0.0311055 | Time: 1460.84 ms [2022-04-11 13:40:30 main:574] : INFO : Epoch 1993 | loss: 0.0310436 | val_loss: 0.0311074 | Time: 1530.44 ms [2022-04-11 13:40:32 main:574] : INFO : Epoch 1994 | loss: 0.031042 | val_loss: 0.0311025 | Time: 1520.56 ms [2022-04-11 13:40:33 main:574] : INFO : Epoch 1995 | loss: 0.0310425 | val_loss: 0.0310978 | Time: 1367.11 ms [2022-04-11 13:40:35 main:574] : INFO : Epoch 1996 | loss: 0.0310425 | val_loss: 0.0311125 | Time: 1527.83 ms [2022-04-11 13:40:36 main:574] : INFO : Epoch 1997 | loss: 0.0310585 | val_loss: 0.031103 | Time: 1392.05 ms [2022-04-11 13:40:38 main:574] : INFO : Epoch 1998 | loss: 0.0310533 | val_loss: 0.0311057 | Time: 1520.52 ms [2022-04-11 13:40:39 main:574] : INFO : Epoch 1999 | loss: 0.0310498 | val_loss: 0.0311009 | Time: 1523.22 ms [2022-04-11 13:40:41 main:574] : INFO : Epoch 2000 | loss: 0.0310579 | val_loss: 0.0311001 | Time: 1439.95 ms [2022-04-11 13:40:42 main:574] : INFO : Epoch 2001 | loss: 0.0310569 | val_loss: 0.0311025 | Time: 1503.36 ms [2022-04-11 13:40:44 main:574] : INFO : Epoch 2002 | loss: 0.0310588 | val_loss: 0.0311025 | Time: 1560.66 ms [2022-04-11 13:40:45 main:574] : INFO : Epoch 2003 | loss: 0.0310597 | val_loss: 0.0311047 | Time: 1381.36 ms [2022-04-11 13:40:47 main:574] : INFO : Epoch 2004 | loss: 0.0310529 | val_loss: 0.0311009 | Time: 1440.32 ms [2022-04-11 13:40:48 main:574] : INFO : Epoch 2005 | loss: 0.0310596 | val_loss: 0.0311085 | Time: 1497.33 ms [2022-04-11 13:40:50 main:574] : INFO : Epoch 2006 | loss: 0.0310616 | val_loss: 0.0311021 | Time: 1502.55 ms [2022-04-11 13:40:51 main:574] : INFO : Epoch 2007 | loss: 0.0310523 | val_loss: 0.0311028 | Time: 1461.94 ms [2022-04-11 13:40:52 main:574] : INFO : Epoch 2008 | loss: 0.0310507 | val_loss: 0.0311006 | Time: 1351.86 ms [2022-04-11 13:40:54 main:574] : INFO : Epoch 2009 | loss: 0.0310517 | val_loss: 0.0310979 | Time: 1342.29 ms [2022-04-11 13:40:55 main:574] : INFO : Epoch 2010 | loss: 0.0310493 | val_loss: 0.0310989 | Time: 1528.71 ms [2022-04-11 13:40:57 main:574] : INFO : Epoch 2011 | loss: 0.0310494 | val_loss: 0.0310949 | Time: 1482.61 ms [2022-04-11 13:40:58 main:574] : INFO : Epoch 2012 | loss: 0.0310488 | val_loss: 0.0311003 | Time: 1514.45 ms [2022-04-11 13:41:00 main:574] : INFO : Epoch 2013 | loss: 0.0310467 | val_loss: 0.0310954 | Time: 1351.13 ms [2022-04-11 13:41:01 main:574] : INFO : Epoch 2014 | loss: 0.0310493 | val_loss: 0.0310985 | Time: 1336.37 ms [2022-04-11 13:41:02 main:574] : INFO : Epoch 2015 | loss: 0.0310492 | val_loss: 0.0310973 | Time: 1454.11 ms [2022-04-11 13:41:04 main:574] : INFO : Epoch 2016 | loss: 0.0310486 | val_loss: 0.0310936 | Time: 1417.09 ms [2022-04-11 13:41:05 main:574] : INFO : Epoch 2017 | loss: 0.0310507 | val_loss: 0.0310962 | Time: 1395.55 ms [2022-04-11 13:41:07 main:574] : INFO : Epoch 2018 | loss: 0.0310541 | val_loss: 0.0310955 | Time: 1550.9 ms [2022-04-11 13:41:08 main:574] : INFO : Epoch 2019 | loss: 0.0310563 | val_loss: 0.0311007 | Time: 1515.12 ms [2022-04-11 13:41:10 main:574] : INFO : Epoch 2020 | loss: 0.0310521 | val_loss: 0.0310996 | Time: 1452.88 ms [2022-04-11 13:41:11 main:574] : INFO : Epoch 2021 | loss: 0.0310482 | val_loss: 0.0311112 | Time: 1422.38 ms [2022-04-11 13:41:13 main:574] : INFO : Epoch 2022 | loss: 0.0310501 | val_loss: 0.0311031 | Time: 1487.96 ms [2022-04-11 13:41:14 main:574] : INFO : Epoch 2023 | loss: 0.0310567 | val_loss: 0.0311024 | Time: 1353.5 ms [2022-04-11 13:41:16 main:574] : INFO : Epoch 2024 | loss: 0.0310544 | val_loss: 0.0311077 | Time: 1493.23 ms [2022-04-11 13:41:17 main:574] : INFO : Epoch 2025 | loss: 0.0310491 | val_loss: 0.0311091 | Time: 1331.83 ms [2022-04-11 13:41:19 main:574] : INFO : Epoch 2026 | loss: 0.0310462 | val_loss: 0.0311019 | Time: 1437.74 ms [2022-04-11 13:41:20 main:574] : INFO : Epoch 2027 | loss: 0.0310477 | val_loss: 0.0311026 | Time: 1343.37 ms [2022-04-11 13:41:21 main:574] : INFO : Epoch 2028 | loss: 0.0310533 | val_loss: 0.0311004 | Time: 1451.54 ms [2022-04-11 13:41:23 main:574] : INFO : Epoch 2029 | loss: 0.0310537 | val_loss: 0.0311009 | Time: 1502.54 ms [2022-04-11 13:41:24 main:574] : INFO : Epoch 2030 | loss: 0.0310496 | val_loss: 0.0311102 | Time: 1358.1 ms [2022-04-11 13:41:26 main:574] : INFO : Epoch 2031 | loss: 0.0310466 | val_loss: 0.0311066 | Time: 1483.29 ms [2022-04-11 13:41:27 main:574] : INFO : Epoch 2032 | loss: 0.0310448 | val_loss: 0.0311008 | Time: 1512.76 ms [2022-04-11 13:41:29 main:574] : INFO : Epoch 2033 | loss: 0.0310553 | val_loss: 0.0311062 | Time: 1511.62 ms [2022-04-11 13:41:30 main:574] : INFO : Epoch 2034 | loss: 0.0310578 | val_loss: 0.0311111 | Time: 1383.92 ms [2022-04-11 13:41:32 main:574] : INFO : Epoch 2035 | loss: 0.0310606 | val_loss: 0.0311105 | Time: 1508.67 ms [2022-04-11 13:41:33 main:574] : INFO : Epoch 2036 | loss: 0.0310613 | val_loss: 0.031101 | Time: 1487.01 ms [2022-04-11 13:41:35 main:574] : INFO : Epoch 2037 | loss: 0.0310681 | val_loss: 0.0311067 | Time: 1510.69 ms [2022-04-11 13:41:36 main:574] : INFO : Epoch 2038 | loss: 0.031068 | val_loss: 0.0311063 | Time: 1499.87 ms [2022-04-11 13:41:38 main:574] : INFO : Epoch 2039 | loss: 0.0310613 | val_loss: 0.0310993 | Time: 1491.02 ms [2022-04-11 13:41:39 main:574] : INFO : Epoch 2040 | loss: 0.0310614 | val_loss: 0.0311014 | Time: 1511.82 ms [2022-04-11 13:41:41 main:574] : INFO : Epoch 2041 | loss: 0.0310585 | val_loss: 0.031101 | Time: 1459.63 ms [2022-04-11 13:41:42 main:574] : INFO : Epoch 2042 | loss: 0.0310583 | val_loss: 0.0311009 | Time: 1415.39 ms [2022-04-11 13:41:44 main:574] : INFO : Epoch 2043 | loss: 0.0310568 | val_loss: 0.0310994 | Time: 1433.55 ms [2022-04-11 13:41:45 main:574] : INFO : Epoch 2044 | loss: 0.0310561 | val_loss: 0.0310975 | Time: 1466.89 ms [2022-04-11 13:41:47 main:574] : INFO : Epoch 2045 | loss: 0.0310622 | val_loss: 0.0310995 | Time: 1497.61 ms [2022-04-11 13:41:48 main:574] : INFO : Epoch 2046 | loss: 0.0310609 | val_loss: 0.0311051 | Time: 1488.43 ms [2022-04-11 13:41:50 main:574] : INFO : Epoch 2047 | loss: 0.0310539 | val_loss: 0.0311046 | Time: 1504.19 ms [2022-04-11 13:41:51 main:574] : INFO : Epoch 2048 | loss: 0.0310538 | val_loss: 0.0311074 | Time: 1481.98 ms [2022-04-11 13:41:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311074 [2022-04-11 13:41:51 main:603] : INFO : Saving end state to config to file [2022-04-11 13:41:51 main:608] : INFO : Success, exiting.. 13:41:51 (10648): 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)