Task 7872923
| Name | ParityModified-1631729006-1033-2_1 |
| Workunit | 5235238 |
| Created | 7 Oct 2021, 3:31:38 UTC |
| Sent | 7 Oct 2021, 4:22:22 UTC |
| Report deadline | 14 Oct 2021, 4:22:22 UTC |
| Received | 7 Oct 2021, 17:40:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 9 sec |
| CPU time | 50 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> [2021-10-07 13:28:16 main:581] : INFO : Epoch 1538 | loss: 0.0311202 | val_loss: 0.0311601 | Time: 1471.06 ms [2021-10-07 13:28:17 main:581] : INFO : Epoch 1539 | loss: 0.0311166 | val_loss: 0.0311668 | Time: 1456.44 ms [2021-10-07 13:28:19 main:581] : INFO : Epoch 1540 | loss: 0.0311118 | val_loss: 0.0311737 | Time: 1455.2 ms [2021-10-07 13:28:20 main:581] : INFO : Epoch 1541 | loss: 0.0311156 | val_loss: 0.0311653 | Time: 1478.04 ms [2021-10-07 13:28:22 main:581] : INFO : Epoch 1542 | loss: 0.0311118 | val_loss: 0.0311686 | Time: 1476.83 ms [2021-10-07 13:28:23 main:581] : INFO : Epoch 1543 | loss: 0.0311123 | val_loss: 0.0311636 | Time: 1449.81 ms [2021-10-07 13:28:25 main:581] : INFO : Epoch 1544 | loss: 0.0311088 | val_loss: 0.0311651 | Time: 1555.75 ms [2021-10-07 13:28:26 main:581] : INFO : Epoch 1545 | loss: 0.0311064 | val_loss: 0.0311706 | Time: 1570.17 ms [2021-10-07 13:28:28 main:581] : INFO : Epoch 1546 | loss: 0.031107 | val_loss: 0.0311719 | Time: 1599.21 ms [2021-10-07 13:28:29 main:581] : INFO : Epoch 1547 | loss: 0.0311081 | val_loss: 0.0311645 | Time: 1477.25 ms [2021-10-07 13:28:31 main:581] : INFO : Epoch 1548 | loss: 0.0311052 | val_loss: 0.0311709 | Time: 1469.76 ms [2021-10-07 13:28:32 main:581] : INFO : Epoch 1549 | loss: 0.0311041 | val_loss: 0.0311706 | Time: 1456.02 ms [2021-10-07 13:28:34 main:581] : INFO : Epoch 1550 | loss: 0.0311044 | val_loss: 0.031171 | Time: 1523.74 ms [2021-10-07 13:28:35 main:581] : INFO : Epoch 1551 | loss: 0.031106 | val_loss: 0.031168 | Time: 1452.18 ms [2021-10-07 13:28:37 main:581] : INFO : Epoch 1552 | loss: 0.0311054 | val_loss: 0.0311705 | Time: 1477.56 ms [2021-10-07 13:28:38 main:581] : INFO : Epoch 1553 | loss: 0.0311047 | val_loss: 0.0311722 | Time: 1486.42 ms [2021-10-07 13:28:40 main:581] : INFO : Epoch 1554 | loss: 0.031106 | val_loss: 0.0311715 | Time: 1488.78 ms [2021-10-07 13:28:41 main:581] : INFO : Epoch 1555 | loss: 0.0311062 | val_loss: 0.0311691 | Time: 1478.9 ms [2021-10-07 13:28:42 main:581] : INFO : Epoch 1556 | loss: 0.0311062 | val_loss: 0.031175 | Time: 1468.79 ms [2021-10-07 13:28:44 main:581] : INFO : Epoch 1557 | loss: 0.0311097 | val_loss: 0.0311713 | Time: 1447.56 ms [2021-10-07 13:28:45 main:581] : INFO : Epoch 1558 | loss: 0.0311114 | val_loss: 0.0311659 | Time: 1558.55 ms [2021-10-07 13:28:47 main:581] : INFO : Epoch 1559 | loss: 0.0311101 | val_loss: 0.0311694 | Time: 1446.69 ms [2021-10-07 13:28:48 main:581] : INFO : Epoch 1560 | loss: 0.0311038 | val_loss: 0.0311708 | Time: 1471.03 ms [2021-10-07 13:28:50 main:581] : INFO : Epoch 1561 | loss: 0.0311028 | val_loss: 0.0311712 | Time: 1490.58 ms [2021-10-07 13:28:51 main:581] : INFO : Epoch 1562 | loss: 0.0311042 | val_loss: 0.0311746 | Time: 1442.98 ms [2021-10-07 13:28:53 main:581] : INFO : Epoch 1563 | loss: 0.0311064 | val_loss: 0.0311685 | Time: 1446.67 ms [2021-10-07 13:28:54 main:581] : INFO : Epoch 1564 | loss: 0.0311053 | val_loss: 0.0311732 | Time: 1436.37 ms [2021-10-07 13:28:56 main:581] : INFO : Epoch 1565 | loss: 0.0311035 | val_loss: 0.0311748 | Time: 1442.19 ms [2021-10-07 13:28:57 main:581] : INFO : Epoch 1566 | loss: 0.0311098 | val_loss: 0.031168 | Time: 1446.72 ms [2021-10-07 13:28:59 main:581] : INFO : Epoch 1567 | loss: 0.0311056 | val_loss: 0.031167 | Time: 1466.9 ms [2021-10-07 13:29:00 main:581] : INFO : Epoch 1568 | loss: 0.0311128 | val_loss: 0.0311679 | Time: 1458.52 ms [2021-10-07 13:29:01 main:581] : INFO : Epoch 1569 | loss: 0.03113 | val_loss: 0.0311576 | Time: 1450.79 ms [2021-10-07 13:29:03 main:581] : INFO : Epoch 1570 | loss: 0.0311308 | val_loss: 0.031165 | Time: 1455.3 ms [2021-10-07 13:29:04 main:581] : INFO : Epoch 1571 | loss: 0.0311295 | val_loss: 0.0311547 | Time: 1464.28 ms [2021-10-07 13:29:06 main:581] : INFO : Epoch 1572 | loss: 0.0311275 | val_loss: 0.0311584 | Time: 1466.79 ms [2021-10-07 13:29:07 main:581] : INFO : Epoch 1573 | loss: 0.031127 | val_loss: 0.0311618 | Time: 1446.73 ms [2021-10-07 13:29:09 main:581] : INFO : Epoch 1574 | loss: 0.0311273 | val_loss: 0.0311653 | Time: 1438.1 ms [2021-10-07 13:29:10 main:581] : INFO : Epoch 1575 | loss: 0.0311194 | val_loss: 0.0311646 | Time: 1466.26 ms [2021-10-07 13:29:12 main:581] : INFO : Epoch 1576 | loss: 0.0311145 | val_loss: 0.0311677 | Time: 1474.19 ms [2021-10-07 13:29:13 main:581] : INFO : Epoch 1577 | loss: 0.0311126 | val_loss: 0.0311658 | Time: 1453.33 ms [2021-10-07 13:29:15 main:581] : INFO : Epoch 1578 | loss: 0.0311117 | val_loss: 0.0311694 | Time: 1466.19 ms [2021-10-07 13:29:16 main:581] : INFO : Epoch 1579 | loss: 0.031113 | val_loss: 0.0311626 | Time: 1458.93 ms [2021-10-07 13:29:18 main:581] : INFO : Epoch 1580 | loss: 0.0311102 | val_loss: 0.031171 | Time: 1471.8 ms [2021-10-07 13:29:19 main:581] : INFO : Epoch 1581 | loss: 0.0311158 | val_loss: 0.0311663 | Time: 1462.35 ms [2021-10-07 13:29:20 main:581] : INFO : Epoch 1582 | loss: 0.0311125 | val_loss: 0.0311618 | Time: 1456.27 ms [2021-10-07 13:29:22 main:581] : INFO : Epoch 1583 | loss: 0.0311095 | val_loss: 0.03117 | Time: 1470.81 ms [2021-10-07 13:29:23 main:581] : INFO : Epoch 1584 | loss: 0.0311116 | val_loss: 0.0311725 | Time: 1458.94 ms [2021-10-07 13:29:25 main:581] : INFO : Epoch 1585 | loss: 0.031111 | val_loss: 0.0311657 | Time: 1442.8 ms [2021-10-07 13:29:26 main:581] : INFO : Epoch 1586 | loss: 0.0311117 | val_loss: 0.0311715 | Time: 1472.43 ms [2021-10-07 13:29:28 main:581] : INFO : Epoch 1587 | loss: 0.0311161 | val_loss: 0.0311727 | Time: 1469.24 ms [2021-10-07 13:29:29 main:581] : INFO : Epoch 1588 | loss: 0.0311195 | val_loss: 0.0311634 | Time: 1461.58 ms [2021-10-07 13:29:31 main:581] : INFO : Epoch 1589 | loss: 0.0311187 | val_loss: 0.0311689 | Time: 1449.4 ms [2021-10-07 13:29:32 main:581] : INFO : Epoch 1590 | loss: 0.0311165 | val_loss: 0.0311725 | Time: 1488.84 ms [2021-10-07 13:29:34 main:581] : INFO : Epoch 1591 | loss: 0.0311169 | val_loss: 0.0311638 | Time: 1472.9 ms [2021-10-07 13:29:35 main:581] : INFO : Epoch 1592 | loss: 0.0311139 | val_loss: 0.0311688 | Time: 1476.96 ms [2021-10-07 13:29:37 main:581] : INFO : Epoch 1593 | loss: 0.0311119 | val_loss: 0.0311656 | Time: 1475.3 ms [2021-10-07 13:29:38 main:581] : INFO : Epoch 1594 | loss: 0.0311099 | val_loss: 0.0311697 | Time: 1473.58 ms [2021-10-07 13:29:40 main:581] : INFO : Epoch 1595 | loss: 0.0311074 | val_loss: 0.0311707 | Time: 1444.42 ms [2021-10-07 13:29:41 main:581] : INFO : Epoch 1596 | loss: 0.0311106 | val_loss: 0.0311709 | Time: 1436.91 ms [2021-10-07 13:29:42 main:581] : INFO : Epoch 1597 | loss: 0.0311151 | val_loss: 0.0311631 | Time: 1448.32 ms [2021-10-07 13:29:44 main:581] : INFO : Epoch 1598 | loss: 0.031111 | val_loss: 0.0311787 | Time: 1521.35 ms [2021-10-07 13:29:45 main:581] : INFO : Epoch 1599 | loss: 0.0311181 | val_loss: 0.0311677 | Time: 1497.19 ms [2021-10-07 13:29:47 main:581] : INFO : Epoch 1600 | loss: 0.0311188 | val_loss: 0.0311739 | Time: 1680.15 ms [2021-10-07 13:29:49 main:581] : INFO : Epoch 1601 | loss: 0.0311205 | val_loss: 0.0311733 | Time: 1663.7 ms [2021-10-07 13:29:50 main:581] : INFO : Epoch 1602 | loss: 0.0311199 | val_loss: 0.0311697 | Time: 1512.05 ms [2021-10-07 13:29:52 main:581] : INFO : Epoch 1603 | loss: 0.0311138 | val_loss: 0.031168 | Time: 1454.88 ms [2021-10-07 13:29:53 main:581] : INFO : Epoch 1604 | loss: 0.0311125 | val_loss: 0.0311765 | Time: 1448.55 ms [2021-10-07 13:29:55 main:581] : INFO : Epoch 1605 | loss: 0.0311115 | val_loss: 0.0311725 | Time: 1453.58 ms [2021-10-07 13:29:56 main:581] : INFO : Epoch 1606 | loss: 0.0311113 | val_loss: 0.0311679 | Time: 1456.67 ms [2021-10-07 13:29:58 main:581] : INFO : Epoch 1607 | loss: 0.0311142 | val_loss: 0.0311732 | Time: 1497.93 ms [2021-10-07 13:29:59 main:581] : INFO : Epoch 1608 | loss: 0.0311144 | val_loss: 0.031166 | Time: 1472.33 ms [2021-10-07 13:30:01 main:581] : INFO : Epoch 1609 | loss: 0.0311166 | val_loss: 0.0311671 | Time: 1447.41 ms [2021-10-07 13:30:02 main:581] : INFO : Epoch 1610 | loss: 0.0311147 | val_loss: 0.0311667 | Time: 1437.2 ms [2021-10-07 13:30:03 main:581] : INFO : Epoch 1611 | loss: 0.0311116 | val_loss: 0.0311737 | Time: 1394.78 ms [2021-10-07 13:30:05 main:581] : INFO : Epoch 1612 | loss: 0.0311117 | val_loss: 0.0311709 | Time: 1417.48 ms [2021-10-07 13:30:06 main:581] : INFO : Epoch 1613 | loss: 0.0311114 | val_loss: 0.0311658 | Time: 1464.14 ms [2021-10-07 13:30:08 main:581] : INFO : Epoch 1614 | loss: 0.03111 | val_loss: 0.0311762 | Time: 1442.8 ms [2021-10-07 13:30:09 main:581] : INFO : Epoch 1615 | loss: 0.0311096 | val_loss: 0.0311704 | Time: 1472.36 ms [2021-10-07 13:30:11 main:581] : INFO : Epoch 1616 | loss: 0.0311084 | val_loss: 0.0311734 | Time: 1430.56 ms [2021-10-07 13:30:12 main:581] : INFO : Epoch 1617 | loss: 0.0311074 | val_loss: 0.0311754 | Time: 1454.83 ms [2021-10-07 13:30:13 main:581] : INFO : Epoch 1618 | loss: 0.031116 | val_loss: 0.0311696 | Time: 1458.78 ms [2021-10-07 13:30:15 main:581] : INFO : Epoch 1619 | loss: 0.0311196 | val_loss: 0.0311646 | Time: 1469.44 ms [2021-10-07 13:30:16 main:581] : INFO : Epoch 1620 | loss: 0.031115 | val_loss: 0.0311716 | Time: 1466.11 ms [2021-10-07 13:30:18 main:581] : INFO : Epoch 1621 | loss: 0.031118 | val_loss: 0.0311734 | Time: 1467.13 ms [2021-10-07 13:30:19 main:581] : INFO : Epoch 1622 | loss: 0.0311145 | val_loss: 0.0311655 | Time: 1457.82 ms [2021-10-07 13:30:21 main:581] : INFO : Epoch 1623 | loss: 0.031114 | val_loss: 0.0311672 | Time: 1470.06 ms [2021-10-07 13:30:22 main:581] : INFO : Epoch 1624 | loss: 0.03111 | val_loss: 0.0311757 | Time: 1458.37 ms [2021-10-07 13:30:24 main:581] : INFO : Epoch 1625 | loss: 0.0311371 | val_loss: 0.0311905 | Time: 1451.24 ms [2021-10-07 13:30:25 main:581] : INFO : Epoch 1626 | loss: 0.0311775 | val_loss: 0.0311754 | Time: 1462.7 ms [2021-10-07 13:30:27 main:581] : INFO : Epoch 1627 | loss: 0.0311638 | val_loss: 0.0311677 | Time: 1442.78 ms [2021-10-07 13:30:28 main:581] : INFO : Epoch 1628 | loss: 0.0311544 | val_loss: 0.0311671 | Time: 1438.69 ms [2021-10-07 13:30:30 main:581] : INFO : Epoch 1629 | loss: 0.0311468 | val_loss: 0.0311678 | Time: 1447.46 ms [2021-10-07 13:30:31 main:581] : INFO : Epoch 1630 | loss: 0.0311451 | val_loss: 0.0311631 | Time: 1454.99 ms [2021-10-07 13:30:32 main:581] : INFO : Epoch 1631 | loss: 0.031141 | val_loss: 0.0311631 | Time: 1485.2 ms [2021-10-07 13:30:34 main:581] : INFO : Epoch 1632 | loss: 0.0311385 | val_loss: 0.0311625 | Time: 1490.96 ms [2021-10-07 13:30:35 main:581] : INFO : Epoch 1633 | loss: 0.0311339 | val_loss: 0.0311641 | Time: 1447 ms [2021-10-07 13:30:37 main:581] : INFO : Epoch 1634 | loss: 0.0311315 | val_loss: 0.0311612 | Time: 1479.13 ms [2021-10-07 13:30:38 main:581] : INFO : Epoch 1635 | loss: 0.0311303 | val_loss: 0.0311617 | Time: 1454.34 ms [2021-10-07 13:30:40 main:581] : INFO : Epoch 1636 | loss: 0.0311263 | val_loss: 0.0311623 | Time: 1454.48 ms [2021-10-07 13:30:41 main:581] : INFO : Epoch 1637 | loss: 0.031125 | val_loss: 0.03116 | Time: 1453.22 ms [2021-10-07 13:30:43 main:581] : INFO : Epoch 1638 | loss: 0.031124 | val_loss: 0.0311673 | Time: 1448.2 ms [2021-10-07 13:30:44 main:581] : INFO : Epoch 1639 | loss: 0.031123 | val_loss: 0.0311598 | Time: 1436.65 ms [2021-10-07 13:30:46 main:581] : INFO : Epoch 1640 | loss: 0.0311208 | val_loss: 0.0311638 | Time: 1459.62 ms [2021-10-07 13:30:47 main:581] : INFO : Epoch 1641 | loss: 0.0311196 | val_loss: 0.0311614 | Time: 1448.3 ms [2021-10-07 13:30:48 main:581] : INFO : Epoch 1642 | loss: 0.0311212 | val_loss: 0.0311662 | Time: 1444.66 ms [2021-10-07 13:30:50 main:581] : INFO : Epoch 1643 | loss: 0.0311235 | val_loss: 0.0311625 | Time: 1488.01 ms [2021-10-07 13:30:51 main:581] : INFO : Epoch 1644 | loss: 0.0311177 | val_loss: 0.0311656 | Time: 1468.02 ms [2021-10-07 13:30:53 main:581] : INFO : Epoch 1645 | loss: 0.031116 | val_loss: 0.0311695 | Time: 1524.49 ms [2021-10-07 13:30:54 main:581] : INFO : Epoch 1646 | loss: 0.0311161 | val_loss: 0.0311655 | Time: 1515.23 ms [2021-10-07 13:30:56 main:581] : INFO : Epoch 1647 | loss: 0.0311154 | val_loss: 0.0311677 | Time: 1468.56 ms [2021-10-07 13:30:57 main:581] : INFO : Epoch 1648 | loss: 0.0311172 | val_loss: 0.0311688 | Time: 1493.14 ms [2021-10-07 13:30:59 main:581] : INFO : Epoch 1649 | loss: 0.0311172 | val_loss: 0.0311685 | Time: 1459.46 ms [2021-10-07 13:31:00 main:581] : INFO : Epoch 1650 | loss: 0.0311166 | val_loss: 0.031162 | Time: 1567.08 ms [2021-10-07 13:31:02 main:581] : INFO : Epoch 1651 | loss: 0.031113 | val_loss: 0.0311662 | Time: 1612.62 ms [2021-10-07 13:31:04 main:581] : INFO : Epoch 1652 | loss: 0.0311138 | val_loss: 0.0311769 | Time: 1483.65 ms [2021-10-07 13:31:05 main:581] : INFO : Epoch 1653 | loss: 0.0311159 | val_loss: 0.0311738 | Time: 1470.26 ms [2021-10-07 13:31:07 main:581] : INFO : Epoch 1654 | loss: 0.0311128 | val_loss: 0.0311628 | Time: 1483.79 ms [2021-10-07 13:31:08 main:581] : INFO : Epoch 1655 | loss: 0.0311129 | val_loss: 0.0311652 | Time: 1511.06 ms [2021-10-07 13:31:10 main:581] : INFO : Epoch 1656 | loss: 0.0311104 | val_loss: 0.0311675 | Time: 1582.55 ms [2021-10-07 13:31:11 main:581] : INFO : Epoch 1657 | loss: 0.0311093 | val_loss: 0.0311643 | Time: 1524.21 ms [2021-10-07 13:31:13 main:581] : INFO : Epoch 1658 | loss: 0.0311119 | val_loss: 0.0311661 | Time: 1448.15 ms [2021-10-07 13:31:14 main:581] : INFO : Epoch 1659 | loss: 0.0311116 | val_loss: 0.0311676 | Time: 1441.68 ms [2021-10-07 13:31:15 main:581] : INFO : Epoch 1660 | loss: 0.03111 | val_loss: 0.0311755 | Time: 1442.31 ms [2021-10-07 13:31:17 main:581] : INFO : Epoch 1661 | loss: 0.0311106 | val_loss: 0.0311673 | Time: 1447.94 ms [2021-10-07 13:31:18 main:581] : INFO : Epoch 1662 | loss: 0.0311209 | val_loss: 0.031167 | Time: 1441.88 ms [2021-10-07 13:31:20 main:581] : INFO : Epoch 1663 | loss: 0.0311183 | val_loss: 0.0311636 | Time: 1457.4 ms [2021-10-07 13:31:21 main:581] : INFO : Epoch 1664 | loss: 0.0311173 | val_loss: 0.0311662 | Time: 1440.94 ms [2021-10-07 13:31:23 main:581] : INFO : Epoch 1665 | loss: 0.0311148 | val_loss: 0.0311661 | Time: 1422.24 ms [2021-10-07 13:31:24 main:581] : INFO : Epoch 1666 | loss: 0.0311121 | val_loss: 0.0311652 | Time: 1446.52 ms [2021-10-07 13:31:26 main:581] : INFO : Epoch 1667 | loss: 0.031124 | val_loss: 0.0311741 | Time: 1461.27 ms [2021-10-07 13:31:27 main:581] : INFO : Epoch 1668 | loss: 0.0311187 | val_loss: 0.0311675 | Time: 1452.21 ms [2021-10-07 13:31:29 main:581] : INFO : Epoch 1669 | loss: 0.0311138 | val_loss: 0.0311676 | Time: 1485.02 ms [2021-10-07 13:31:30 main:581] : INFO : Epoch 1670 | loss: 0.0311176 | val_loss: 0.0311713 | Time: 1471.01 ms [2021-10-07 13:31:31 main:581] : INFO : Epoch 1671 | loss: 0.0311175 | val_loss: 0.0311667 | Time: 1490.6 ms [2021-10-07 13:31:33 main:581] : INFO : Epoch 1672 | loss: 0.0311167 | val_loss: 0.0311718 | Time: 1469.68 ms [2021-10-07 13:31:34 main:581] : INFO : Epoch 1673 | loss: 0.0311264 | val_loss: 0.0311621 | Time: 1446.09 ms [2021-10-07 13:31:36 main:581] : INFO : Epoch 1674 | loss: 0.031125 | val_loss: 0.031168 | Time: 1465.42 ms [2021-10-07 13:31:37 main:581] : INFO : Epoch 1675 | loss: 0.0311189 | val_loss: 0.0311658 | Time: 1456.65 ms [2021-10-07 13:31:39 main:581] : INFO : Epoch 1676 | loss: 0.0311188 | val_loss: 0.0311646 | Time: 1451.72 ms [2021-10-07 13:31:40 main:581] : INFO : Epoch 1677 | loss: 0.0311177 | val_loss: 0.0311708 | Time: 1464.96 ms [2021-10-07 13:31:42 main:581] : INFO : Epoch 1678 | loss: 0.0311168 | val_loss: 0.0311733 | Time: 1455.12 ms [2021-10-07 13:31:43 main:581] : INFO : Epoch 1679 | loss: 0.0311192 | val_loss: 0.0311714 | Time: 1457.87 ms [2021-10-07 13:31:45 main:581] : INFO : Epoch 1680 | loss: 0.0311202 | val_loss: 0.0311667 | Time: 1481.72 ms [2021-10-07 13:31:46 main:581] : INFO : Epoch 1681 | loss: 0.0311203 | val_loss: 0.0311744 | Time: 1460.98 ms [2021-10-07 13:31:48 main:581] : INFO : Epoch 1682 | loss: 0.0311167 | val_loss: 0.031167 | Time: 1450.11 ms [2021-10-07 13:31:49 main:581] : INFO : Epoch 1683 | loss: 0.0311111 | val_loss: 0.0311736 | Time: 1471.11 ms [2021-10-07 13:31:50 main:581] : INFO : Epoch 1684 | loss: 0.031111 | val_loss: 0.0311681 | Time: 1465.16 ms [2021-10-07 13:31:52 main:581] : INFO : Epoch 1685 | loss: 0.0311089 | val_loss: 0.0311726 | Time: 1445.98 ms [2021-10-07 13:31:53 main:581] : INFO : Epoch 1686 | loss: 0.0311092 | val_loss: 0.0311706 | Time: 1468.87 ms [2021-10-07 13:31:55 main:581] : INFO : Epoch 1687 | loss: 0.0311061 | val_loss: 0.03117 | Time: 1467.71 ms [2021-10-07 13:31:56 main:581] : INFO : Epoch 1688 | loss: 0.0311065 | val_loss: 0.0311689 | Time: 1446.95 ms [2021-10-07 13:31:58 main:581] : INFO : Epoch 1689 | loss: 0.0311064 | val_loss: 0.0311717 | Time: 1455.14 ms [2021-10-07 13:31:59 main:581] : INFO : Epoch 1690 | loss: 0.0311067 | val_loss: 0.0311728 | Time: 1470.37 ms [2021-10-07 13:32:01 main:581] : INFO : Epoch 1691 | loss: 0.0311063 | val_loss: 0.0311688 | Time: 1464.29 ms [2021-10-07 13:32:02 main:581] : INFO : Epoch 1692 | loss: 0.0311043 | val_loss: 0.0311629 | Time: 1452.7 ms [2021-10-07 13:32:04 main:581] : INFO : Epoch 1693 | loss: 0.0311089 | val_loss: 0.0311867 | Time: 1471.34 ms [2021-10-07 13:32:05 main:581] : INFO : Epoch 1694 | loss: 0.0311104 | val_loss: 0.031166 | Time: 1467.91 ms [2021-10-07 13:32:07 main:581] : INFO : Epoch 1695 | loss: 0.0311107 | val_loss: 0.0311706 | Time: 1460.63 ms [2021-10-07 13:32:08 main:581] : INFO : Epoch 1696 | loss: 0.0311095 | val_loss: 0.0311743 | Time: 1478.23 ms [2021-10-07 13:32:10 main:581] : INFO : Epoch 1697 | loss: 0.0311086 | val_loss: 0.0311663 | Time: 1459.41 ms [2021-10-07 13:32:11 main:581] : INFO : Epoch 1698 | loss: 0.0311072 | val_loss: 0.0311713 | Time: 1470.12 ms [2021-10-07 13:32:12 main:581] : INFO : Epoch 1699 | loss: 0.0311073 | val_loss: 0.031172 | Time: 1466.33 ms [2021-10-07 13:32:14 main:581] : INFO : Epoch 1700 | loss: 0.0311075 | val_loss: 0.0311745 | Time: 1474.15 ms [2021-10-07 13:32:15 main:581] : INFO : Epoch 1701 | loss: 0.0311091 | val_loss: 0.0311673 | Time: 1497.83 ms [2021-10-07 13:32:17 main:581] : INFO : Epoch 1702 | loss: 0.0311038 | val_loss: 0.031162 | Time: 1452.23 ms [2021-10-07 13:32:18 main:581] : INFO : Epoch 1703 | loss: 0.0311044 | val_loss: 0.0311733 | Time: 1460.64 ms [2021-10-07 13:32:20 main:581] : INFO : Epoch 1704 | loss: 0.031103 | val_loss: 0.0311711 | Time: 1455.4 ms [2021-10-07 13:32:21 main:581] : INFO : Epoch 1705 | loss: 0.0311019 | val_loss: 0.0311683 | Time: 1432.77 ms [2021-10-07 13:32:23 main:581] : INFO : Epoch 1706 | loss: 0.0311033 | val_loss: 0.0311749 | Time: 1446 ms [2021-10-07 13:32:24 main:581] : INFO : Epoch 1707 | loss: 0.0311044 | val_loss: 0.0311682 | Time: 1557.66 ms [2021-10-07 13:32:26 main:581] : INFO : Epoch 1708 | loss: 0.0311054 | val_loss: 0.0311701 | Time: 1490.18 ms [2021-10-07 13:32:27 main:581] : INFO : Epoch 1709 | loss: 0.0311028 | val_loss: 0.0311758 | Time: 1446.35 ms [2021-10-07 13:32:29 main:581] : INFO : Epoch 1710 | loss: 0.0311024 | val_loss: 0.0311723 | Time: 1455.94 ms [2021-10-07 13:32:30 main:581] : INFO : Epoch 1711 | loss: 0.0311027 | val_loss: 0.0311752 | Time: 1461.33 ms [2021-10-07 13:32:32 main:581] : INFO : Epoch 1712 | loss: 0.0311092 | val_loss: 0.0311706 | Time: 1463.99 ms [2021-10-07 13:32:33 main:581] : INFO : Epoch 1713 | loss: 0.031109 | val_loss: 0.0311662 | Time: 1460.46 ms [2021-10-07 13:32:34 main:581] : INFO : Epoch 1714 | loss: 0.0311114 | val_loss: 0.0311693 | Time: 1479.46 ms [2021-10-07 13:32:36 main:581] : INFO : Epoch 1715 | loss: 0.0311075 | val_loss: 0.0311734 | Time: 1468.04 ms [2021-10-07 13:32:37 main:581] : INFO : Epoch 1716 | loss: 0.0311103 | val_loss: 0.0311677 | Time: 1475.75 ms [2021-10-07 13:32:39 main:581] : INFO : Epoch 1717 | loss: 0.0311121 | val_loss: 0.0311672 | Time: 1479.08 ms [2021-10-07 13:32:40 main:581] : INFO : Epoch 1718 | loss: 0.031115 | val_loss: 0.0311624 | Time: 1465.21 ms [2021-10-07 13:32:42 main:581] : INFO : Epoch 1719 | loss: 0.0311162 | val_loss: 0.0311651 | Time: 1471.1 ms [2021-10-07 13:32:43 main:581] : INFO : Epoch 1720 | loss: 0.0311119 | val_loss: 0.0311693 | Time: 1470.34 ms [2021-10-07 13:32:45 main:581] : INFO : Epoch 1721 | loss: 0.0311086 | val_loss: 0.0311671 | Time: 1447.93 ms [2021-10-07 13:32:46 main:581] : INFO : Epoch 1722 | loss: 0.0311074 | val_loss: 0.0311645 | Time: 1460.15 ms [2021-10-07 13:32:48 main:581] : INFO : Epoch 1723 | loss: 0.0311045 | val_loss: 0.0311683 | Time: 1476.07 ms [2021-10-07 13:32:49 main:581] : INFO : Epoch 1724 | loss: 0.0311042 | val_loss: 0.031173 | Time: 1465.17 ms [2021-10-07 13:32:51 main:581] : INFO : Epoch 1725 | loss: 0.0311079 | val_loss: 0.0311663 | Time: 1465.96 ms [2021-10-07 13:32:52 main:581] : INFO : Epoch 1726 | loss: 0.0311052 | val_loss: 0.0311688 | Time: 1485.57 ms [2021-10-07 13:32:54 main:581] : INFO : Epoch 1727 | loss: 0.0311061 | val_loss: 0.0311622 | Time: 1481.13 ms [2021-10-07 13:32:55 main:581] : INFO : Epoch 1728 | loss: 0.0311037 | val_loss: 0.0311686 | Time: 1468.36 ms [2021-10-07 13:32:57 main:581] : INFO : Epoch 1729 | loss: 0.0311052 | val_loss: 0.0311683 | Time: 1476.17 ms [2021-10-07 13:32:58 main:581] : INFO : Epoch 1730 | loss: 0.0311045 | val_loss: 0.0311698 | Time: 1460.79 ms [2021-10-07 13:32:59 main:581] : INFO : Epoch 1731 | loss: 0.0311058 | val_loss: 0.0311664 | Time: 1453.59 ms [2021-10-07 13:33:01 main:581] : INFO : Epoch 1732 | loss: 0.0311057 | val_loss: 0.031165 | Time: 1460.98 ms [2021-10-07 13:33:02 main:581] : INFO : Epoch 1733 | loss: 0.0311058 | val_loss: 0.0311634 | Time: 1443.46 ms [2021-10-07 13:33:04 main:581] : INFO : Epoch 1734 | loss: 0.0311043 | val_loss: 0.0311755 | Time: 1468.36 ms [2021-10-07 13:33:05 main:581] : INFO : Epoch 1735 | loss: 0.0311108 | val_loss: 0.0311761 | Time: 1469.64 ms [2021-10-07 13:33:07 main:581] : INFO : Epoch 1736 | loss: 0.0311184 | val_loss: 0.0311629 | Time: 1482.23 ms [2021-10-07 13:33:08 main:581] : INFO : Epoch 1737 | loss: 0.0311232 | val_loss: 0.0311657 | Time: 1470.17 ms [2021-10-07 13:33:10 main:581] : INFO : Epoch 1738 | loss: 0.0311182 | val_loss: 0.0311605 | Time: 1470.29 ms [2021-10-07 13:33:11 main:581] : INFO : Epoch 1739 | loss: 0.0311147 | val_loss: 0.031163 | Time: 1472.47 ms [2021-10-07 13:33:13 main:581] : INFO : Epoch 1740 | loss: 0.0311125 | val_loss: 0.0311665 | Time: 1439.25 ms [2021-10-07 13:33:14 main:581] : INFO : Epoch 1741 | loss: 0.0311099 | val_loss: 0.031162 | Time: 1437.11 ms [2021-10-07 13:33:16 main:581] : INFO : Epoch 1742 | loss: 0.031111 | val_loss: 0.031169 | Time: 1458 ms [2021-10-07 13:33:17 main:581] : INFO : Epoch 1743 | loss: 0.0311082 | val_loss: 0.0311668 | Time: 1464.4 ms [2021-10-07 13:33:18 main:581] : INFO : Epoch 1744 | loss: 0.0311083 | val_loss: 0.0311692 | Time: 1471.52 ms [2021-10-07 13:33:20 main:581] : INFO : Epoch 1745 | loss: 0.0311065 | val_loss: 0.0311776 | Time: 1463.84 ms [2021-10-07 13:33:21 main:581] : INFO : Epoch 1746 | loss: 0.0311033 | val_loss: 0.0311711 | Time: 1484.35 ms [2021-10-07 13:33:23 main:581] : INFO : Epoch 1747 | loss: 0.0311103 | val_loss: 0.0311654 | Time: 1466.67 ms [2021-10-07 13:33:24 main:581] : INFO : Epoch 1748 | loss: 0.0311144 | val_loss: 0.0311644 | Time: 1456.93 ms [2021-10-07 13:33:26 main:581] : INFO : Epoch 1749 | loss: 0.0311198 | val_loss: 0.0311676 | Time: 1472.28 ms [2021-10-07 13:33:27 main:581] : INFO : Epoch 1750 | loss: 0.0311148 | val_loss: 0.0311632 | Time: 1499.55 ms [2021-10-07 13:33:29 main:581] : INFO : Epoch 1751 | loss: 0.0311109 | val_loss: 0.031169 | Time: 1460.5 ms [2021-10-07 13:33:30 main:581] : INFO : Epoch 1752 | loss: 0.0311143 | val_loss: 0.03116 | Time: 1452.77 ms [2021-10-07 13:33:32 main:581] : INFO : Epoch 1753 | loss: 0.0311163 | val_loss: 0.0311578 | Time: 1498.33 ms [2021-10-07 13:33:33 main:581] : INFO : Epoch 1754 | loss: 0.0311106 | val_loss: 0.0311622 | Time: 1461.55 ms [2021-10-07 13:33:35 main:581] : INFO : Epoch 1755 | loss: 0.031108 | val_loss: 0.0311649 | Time: 1495.66 ms [2021-10-07 13:33:36 main:581] : INFO : Epoch 1756 | loss: 0.0311091 | val_loss: 0.0311647 | Time: 1483.49 ms [2021-10-07 13:33:38 main:581] : INFO : Epoch 1757 | loss: 0.0311094 | val_loss: 0.0311664 | Time: 1492.9 ms [2021-10-07 13:33:39 main:581] : INFO : Epoch 1758 | loss: 0.0311035 | val_loss: 0.03117 | Time: 1457.58 ms [2021-10-07 13:33:41 main:581] : INFO : Epoch 1759 | loss: 0.0311066 | val_loss: 0.0311647 | Time: 1542.19 ms [2021-10-07 13:33:42 main:581] : INFO : Epoch 1760 | loss: 0.031105 | val_loss: 0.0311697 | Time: 1483.76 ms [2021-10-07 13:33:44 main:581] : INFO : Epoch 1761 | loss: 0.0311068 | val_loss: 0.0311656 | Time: 1460.58 ms [2021-10-07 13:33:45 main:581] : INFO : Epoch 1762 | loss: 0.0311274 | val_loss: 0.0311683 | Time: 1470.14 ms [2021-10-07 13:33:47 main:581] : INFO : Epoch 1763 | loss: 0.031135 | val_loss: 0.0311645 | Time: 1591.61 ms [2021-10-07 13:33:48 main:581] : INFO : Epoch 1764 | loss: 0.0311313 | val_loss: 0.0311634 | Time: 1465.64 ms [2021-10-07 13:33:50 main:581] : INFO : Epoch 1765 | loss: 0.0311199 | val_loss: 0.031162 | Time: 1453.79 ms [2021-10-07 13:33:51 main:581] : INFO : Epoch 1766 | loss: 0.0311166 | val_loss: 0.0311649 | Time: 1472.46 ms [2021-10-07 13:33:53 main:581] : INFO : Epoch 1767 | loss: 0.031116 | val_loss: 0.0311701 | Time: 1454.32 ms [2021-10-07 13:33:54 main:581] : INFO : Epoch 1768 | loss: 0.0311142 | val_loss: 0.0311667 | Time: 1466.44 ms [2021-10-07 13:33:55 main:581] : INFO : Epoch 1769 | loss: 0.0311121 | val_loss: 0.0311629 | Time: 1482.74 ms [2021-10-07 13:33:57 main:581] : INFO : Epoch 1770 | loss: 0.0311072 | val_loss: 0.0311648 | Time: 1458.49 ms [2021-10-07 13:33:58 main:581] : INFO : Epoch 1771 | loss: 0.0311076 | val_loss: 0.03116 | Time: 1459.99 ms [2021-10-07 13:34:00 main:581] : INFO : Epoch 1772 | loss: 0.0311103 | val_loss: 0.0311723 | Time: 1489.56 ms [2021-10-07 13:34:01 main:581] : INFO : Epoch 1773 | loss: 0.0311154 | val_loss: 0.0311626 | Time: 1460.81 ms [2021-10-07 13:34:03 main:581] : INFO : Epoch 1774 | loss: 0.0311093 | val_loss: 0.03117 | Time: 1457.24 ms [2021-10-07 13:34:04 main:581] : INFO : Epoch 1775 | loss: 0.0311064 | val_loss: 0.0311628 | Time: 1479.44 ms [2021-10-07 13:34:06 main:581] : INFO : Epoch 1776 | loss: 0.0311059 | val_loss: 0.0311644 | Time: 1494.72 ms [2021-10-07 13:34:07 main:581] : INFO : Epoch 1777 | loss: 0.0311105 | val_loss: 0.0311612 | Time: 1480.43 ms [2021-10-07 13:34:09 main:581] : INFO : Epoch 1778 | loss: 0.0311109 | val_loss: 0.0311628 | Time: 1478.07 ms [2021-10-07 13:34:10 main:581] : INFO : Epoch 1779 | loss: 0.0311085 | val_loss: 0.0311617 | Time: 1488.62 ms [2021-10-07 13:34:12 main:581] : INFO : Epoch 1780 | loss: 0.0311045 | val_loss: 0.0311604 | Time: 1467.61 ms [2021-10-07 13:34:13 main:581] : INFO : Epoch 1781 | loss: 0.0311025 | val_loss: 0.0311641 | Time: 1461.17 ms [2021-10-07 13:34:15 main:581] : INFO : Epoch 1782 | loss: 0.0311012 | val_loss: 0.0311638 | Time: 1527.33 ms [2021-10-07 13:34:16 main:581] : INFO : Epoch 1783 | loss: 0.0311019 | val_loss: 0.0311673 | Time: 1502.01 ms [2021-10-07 13:34:18 main:581] : INFO : Epoch 1784 | loss: 0.031103 | val_loss: 0.0311678 | Time: 1465.66 ms [2021-10-07 13:34:19 main:581] : INFO : Epoch 1785 | loss: 0.0311035 | val_loss: 0.031171 | Time: 1442.82 ms [2021-10-07 13:34:21 main:581] : INFO : Epoch 1786 | loss: 0.0311074 | val_loss: 0.0311681 | Time: 1435.76 ms [2021-10-07 13:34:22 main:581] : INFO : Epoch 1787 | loss: 0.0311047 | val_loss: 0.0311653 | Time: 1473.22 ms [2021-10-07 13:34:23 main:581] : INFO : Epoch 1788 | loss: 0.0311055 | val_loss: 0.0311832 | Time: 1451.47 ms [2021-10-07 13:34:25 main:581] : INFO : Epoch 1789 | loss: 0.031106 | val_loss: 0.0311665 | Time: 1476.71 ms [2021-10-07 13:34:26 main:581] : INFO : Epoch 1790 | loss: 0.031101 | val_loss: 0.0311685 | Time: 1458.23 ms [2021-10-07 13:34:28 main:581] : INFO : Epoch 1791 | loss: 0.0311018 | val_loss: 0.0311609 | Time: 1479.83 ms [2021-10-07 13:34:29 main:581] : INFO : Epoch 1792 | loss: 0.0311044 | val_loss: 0.0311685 | Time: 1469.88 ms [2021-10-07 13:34:31 main:581] : INFO : Epoch 1793 | loss: 0.0311027 | val_loss: 0.0311657 | Time: 1456.56 ms [2021-10-07 13:34:32 main:581] : INFO : Epoch 1794 | loss: 0.0311006 | val_loss: 0.031169 | Time: 1474.68 ms [2021-10-07 13:34:34 main:581] : INFO : Epoch 1795 | loss: 0.0311016 | val_loss: 0.0311697 | Time: 1452.6 ms [2021-10-07 13:34:35 main:581] : INFO : Epoch 1796 | loss: 0.0311167 | val_loss: 0.0311613 | Time: 1460.22 ms [2021-10-07 13:34:37 main:581] : INFO : Epoch 1797 | loss: 0.0311186 | val_loss: 0.0311634 | Time: 1454.86 ms [2021-10-07 13:34:38 main:581] : INFO : Epoch 1798 | loss: 0.0311138 | val_loss: 0.0311664 | Time: 1447.63 ms [2021-10-07 13:34:40 main:581] : INFO : Epoch 1799 | loss: 0.0311092 | val_loss: 0.0311666 | Time: 1460.93 ms [2021-10-07 13:34:41 main:581] : INFO : Epoch 1800 | loss: 0.0311067 | val_loss: 0.0311653 | Time: 1438.14 ms [2021-10-07 13:34:42 main:581] : INFO : Epoch 1801 | loss: 0.0311096 | val_loss: 0.0311872 | Time: 1485.97 ms [2021-10-07 13:34:44 main:581] : INFO : Epoch 1802 | loss: 0.0311118 | val_loss: 0.0311748 | Time: 1439.32 ms [2021-10-07 13:34:45 main:581] : INFO : Epoch 1803 | loss: 0.0311076 | val_loss: 0.0311648 | Time: 1484.5 ms [2021-10-07 13:34:47 main:581] : INFO : Epoch 1804 | loss: 0.0311083 | val_loss: 0.0311653 | Time: 1479.46 ms [2021-10-07 13:34:48 main:581] : INFO : Epoch 1805 | loss: 0.031108 | val_loss: 0.0311687 | Time: 1498.05 ms [2021-10-07 13:34:50 main:581] : INFO : Epoch 1806 | loss: 0.0311142 | val_loss: 0.0311607 | Time: 1467.26 ms [2021-10-07 13:34:51 main:581] : INFO : Epoch 1807 | loss: 0.0311089 | val_loss: 0.0311666 | Time: 1455.39 ms [2021-10-07 13:34:53 main:581] : INFO : Epoch 1808 | loss: 0.0311038 | val_loss: 0.031169 | Time: 1498.98 ms [2021-10-07 13:34:54 main:581] : INFO : Epoch 1809 | loss: 0.0311006 | val_loss: 0.0311683 | Time: 1454.4 ms [2021-10-07 13:34:56 main:581] : INFO : Epoch 1810 | loss: 0.0311007 | val_loss: 0.0311644 | Time: 1475.16 ms [2021-10-07 13:34:57 main:581] : INFO : Epoch 1811 | loss: 0.0311004 | val_loss: 0.0311744 | Time: 1466.25 ms [2021-10-07 13:34:59 main:581] : INFO : Epoch 1812 | loss: 0.031102 | val_loss: 0.03117 | Time: 1456.71 ms [2021-10-07 13:35:00 main:581] : INFO : Epoch 1813 | loss: 0.0311039 | val_loss: 0.0311771 | Time: 1474.69 ms [2021-10-07 13:35:02 main:581] : INFO : Epoch 1814 | loss: 0.031106 | val_loss: 0.0311679 | Time: 1462.84 ms [2021-10-07 13:35:03 main:581] : INFO : Epoch 1815 | loss: 0.0311018 | val_loss: 0.031174 | Time: 1458.96 ms [2021-10-07 13:35:04 main:581] : INFO : Epoch 1816 | loss: 0.0311148 | val_loss: 0.0311743 | Time: 1441.93 ms [2021-10-07 13:35:06 main:581] : INFO : Epoch 1817 | loss: 0.0311293 | val_loss: 0.0311629 | Time: 1458.36 ms [2021-10-07 13:35:07 main:581] : INFO : Epoch 1818 | loss: 0.0311186 | val_loss: 0.0311628 | Time: 1459.42 ms [2021-10-07 13:35:09 main:581] : INFO : Epoch 1819 | loss: 0.0311116 | val_loss: 0.0311688 | Time: 1451.22 ms [2021-10-07 13:35:10 main:581] : INFO : Epoch 1820 | loss: 0.0311086 | val_loss: 0.0311631 | Time: 1459.26 ms [2021-10-07 13:35:12 main:581] : INFO : Epoch 1821 | loss: 0.0311092 | val_loss: 0.0311715 | Time: 1459.55 ms [2021-10-07 13:35:13 main:581] : INFO : Epoch 1822 | loss: 0.031114 | val_loss: 0.0311665 | Time: 1444.34 ms [2021-10-07 13:35:15 main:581] : INFO : Epoch 1823 | loss: 0.0311074 | val_loss: 0.0311667 | Time: 1447.73 ms [2021-10-07 13:35:16 main:581] : INFO : Epoch 1824 | loss: 0.0311044 | val_loss: 0.0311661 | Time: 1441.89 ms [2021-10-07 13:35:18 main:581] : INFO : Epoch 1825 | loss: 0.0311032 | val_loss: 0.0311759 | Time: 1449.26 ms [2021-10-07 13:35:19 main:581] : INFO : Epoch 1826 | loss: 0.0311019 | val_loss: 0.0311705 | Time: 1447.82 ms [2021-10-07 13:35:20 main:581] : INFO : Epoch 1827 | loss: 0.0311024 | val_loss: 0.0311707 | Time: 1467.11 ms [2021-10-07 13:35:22 main:581] : INFO : Epoch 1828 | loss: 0.0311029 | val_loss: 0.0311735 | Time: 1435.48 ms [2021-10-07 13:35:23 main:581] : INFO : Epoch 1829 | loss: 0.0311005 | val_loss: 0.0311699 | Time: 1447.49 ms [2021-10-07 13:35:25 main:581] : INFO : Epoch 1830 | loss: 0.0311 | val_loss: 0.0311744 | Time: 1455.68 ms [2021-10-07 13:35:26 main:581] : INFO : Epoch 1831 | loss: 0.0311041 | val_loss: 0.0311849 | Time: 1465.8 ms [2021-10-07 13:35:28 main:581] : INFO : Epoch 1832 | loss: 0.0311069 | val_loss: 0.0311632 | Time: 1491.41 ms [2021-10-07 13:35:29 main:581] : INFO : Epoch 1833 | loss: 0.0311017 | val_loss: 0.0311683 | Time: 1431.63 ms [2021-10-07 13:35:31 main:581] : INFO : Epoch 1834 | loss: 0.0311042 | val_loss: 0.0311617 | Time: 1435.08 ms [2021-10-07 13:35:32 main:581] : INFO : Epoch 1835 | loss: 0.0311024 | val_loss: 0.0311778 | Time: 1444.67 ms [2021-10-07 13:35:34 main:581] : INFO : Epoch 1836 | loss: 0.0311014 | val_loss: 0.0311624 | Time: 1444.7 ms [2021-10-07 13:35:35 main:581] : INFO : Epoch 1837 | loss: 0.0311047 | val_loss: 0.0311644 | Time: 1455.69 ms [2021-10-07 13:35:36 main:581] : INFO : Epoch 1838 | loss: 0.0311092 | val_loss: 0.0311786 | Time: 1449.89 ms [2021-10-07 13:35:38 main:581] : INFO : Epoch 1839 | loss: 0.0311067 | val_loss: 0.0311812 | Time: 1483.07 ms [2021-10-07 13:35:39 main:581] : INFO : Epoch 1840 | loss: 0.0311009 | val_loss: 0.0311725 | Time: 1469.06 ms [2021-10-07 13:35:41 main:581] : INFO : Epoch 1841 | loss: 0.0310952 | val_loss: 0.0311725 | Time: 1488.28 ms [2021-10-07 13:35:42 main:581] : INFO : Epoch 1842 | loss: 0.0310936 | val_loss: 0.0311754 | Time: 1468.34 ms [2021-10-07 13:35:44 main:581] : INFO : Epoch 1843 | loss: 0.0310945 | val_loss: 0.0311675 | Time: 1452.82 ms [2021-10-07 13:35:45 main:581] : INFO : Epoch 1844 | loss: 0.0310962 | val_loss: 0.0311704 | Time: 1463.06 ms [2021-10-07 13:35:47 main:581] : INFO : Epoch 1845 | loss: 0.0310971 | val_loss: 0.0311803 | Time: 1463.8 ms [2021-10-07 13:35:48 main:581] : INFO : Epoch 1846 | loss: 0.0310972 | val_loss: 0.031174 | Time: 1454.28 ms [2021-10-07 13:35:50 main:581] : INFO : Epoch 1847 | loss: 0.031096 | val_loss: 0.0311691 | Time: 1463.84 ms [2021-10-07 13:35:51 main:581] : INFO : Epoch 1848 | loss: 0.0310972 | val_loss: 0.0311746 | Time: 1455.54 ms [2021-10-07 13:35:53 main:581] : INFO : Epoch 1849 | loss: 0.0310971 | val_loss: 0.0311679 | Time: 1489.66 ms [2021-10-07 13:35:54 main:581] : INFO : Epoch 1850 | loss: 0.0310993 | val_loss: 0.0311688 | Time: 1459.54 ms [2021-10-07 13:35:55 main:581] : INFO : Epoch 1851 | loss: 0.0310996 | val_loss: 0.0311727 | Time: 1444.41 ms [2021-10-07 13:35:57 main:581] : INFO : Epoch 1852 | loss: 0.0310982 | val_loss: 0.0311701 | Time: 1477.03 ms [2021-10-07 13:35:58 main:581] : INFO : Epoch 1853 | loss: 0.0311014 | val_loss: 0.0311674 | Time: 1471.54 ms [2021-10-07 13:36:00 main:581] : INFO : Epoch 1854 | loss: 0.0311105 | val_loss: 0.0311679 | Time: 1457.17 ms [2021-10-07 13:36:01 main:581] : INFO : Epoch 1855 | loss: 0.0311135 | val_loss: 0.0311613 | Time: 1464.28 ms [2021-10-07 13:36:03 main:581] : INFO : Epoch 1856 | loss: 0.031109 | val_loss: 0.0311699 | Time: 1458.54 ms [2021-10-07 13:36:04 main:581] : INFO : Epoch 1857 | loss: 0.0311142 | val_loss: 0.0311643 | Time: 1466.16 ms [2021-10-07 13:36:06 main:581] : INFO : Epoch 1858 | loss: 0.0311314 | val_loss: 0.0311647 | Time: 1450.92 ms [2021-10-07 13:36:07 main:581] : INFO : Epoch 1859 | loss: 0.0311308 | val_loss: 0.0311675 | Time: 1463.36 ms [2021-10-07 13:36:09 main:581] : INFO : Epoch 1860 | loss: 0.031122 | val_loss: 0.0311596 | Time: 1464.88 ms [2021-10-07 13:36:10 main:581] : INFO : Epoch 1861 | loss: 0.0311143 | val_loss: 0.0311595 | Time: 1475.45 ms [2021-10-07 13:36:12 main:581] : INFO : Epoch 1862 | loss: 0.0311101 | val_loss: 0.0311593 | Time: 1435.84 ms [2021-10-07 13:36:13 main:581] : INFO : Epoch 1863 | loss: 0.0311126 | val_loss: 0.0311651 | Time: 1450.73 ms [2021-10-07 13:36:14 main:581] : INFO : Epoch 1864 | loss: 0.0311085 | val_loss: 0.0311605 | Time: 1475.8 ms [2021-10-07 13:36:16 main:581] : INFO : Epoch 1865 | loss: 0.0311113 | val_loss: 0.0311619 | Time: 1449.91 ms [2021-10-07 13:36:17 main:581] : INFO : Epoch 1866 | loss: 0.031108 | val_loss: 0.0311613 | Time: 1488.31 ms [2021-10-07 13:36:19 main:581] : INFO : Epoch 1867 | loss: 0.0311069 | val_loss: 0.0311574 | Time: 1438.22 ms [2021-10-07 13:36:20 main:581] : INFO : Epoch 1868 | loss: 0.0311052 | val_loss: 0.0311576 | Time: 1452.66 ms [2021-10-07 13:36:22 main:581] : INFO : Epoch 1869 | loss: 0.0311055 | val_loss: 0.0311636 | Time: 1498.07 ms [2021-10-07 13:36:23 main:581] : INFO : Epoch 1870 | loss: 0.0311054 | val_loss: 0.0311643 | Time: 1671.26 ms [2021-10-07 13:36:25 main:581] : INFO : Epoch 1871 | loss: 0.0311037 | val_loss: 0.0311721 | Time: 1487.13 ms [2021-10-07 13:36:26 main:581] : INFO : Epoch 1872 | loss: 0.0311013 | val_loss: 0.0311676 | Time: 1488.79 ms [2021-10-07 13:36:28 main:581] : INFO : Epoch 1873 | loss: 0.0311024 | val_loss: 0.031173 | Time: 1461.27 ms [2021-10-07 13:36:29 main:581] : INFO : Epoch 1874 | loss: 0.0311016 | val_loss: 0.0311698 | Time: 1502.09 ms [2021-10-07 13:36:31 main:581] : INFO : Epoch 1875 | loss: 0.0311126 | val_loss: 0.0311614 | Time: 1479.83 ms [2021-10-07 13:36:32 main:581] : INFO : Epoch 1876 | loss: 0.0311108 | val_loss: 0.0311675 | Time: 1451.33 ms [2021-10-07 13:36:34 main:581] : INFO : Epoch 1877 | loss: 0.031104 | val_loss: 0.031163 | Time: 1482.58 ms [2021-10-07 13:36:35 main:581] : INFO : Epoch 1878 | loss: 0.0311033 | val_loss: 0.0311638 | Time: 1480.24 ms [2021-10-07 13:36:37 main:581] : INFO : Epoch 1879 | loss: 0.0311056 | val_loss: 0.0311708 | Time: 1472.79 ms [2021-10-07 13:36:38 main:581] : INFO : Epoch 1880 | loss: 0.0311045 | val_loss: 0.0311631 | Time: 1466.7 ms [2021-10-07 13:36:40 main:581] : INFO : Epoch 1881 | loss: 0.0311016 | val_loss: 0.0311749 | Time: 1488.58 ms [2021-10-07 13:36:41 main:581] : INFO : Epoch 1882 | loss: 0.0311011 | val_loss: 0.0311677 | Time: 1475.24 ms [2021-10-07 13:36:43 main:581] : INFO : Epoch 1883 | loss: 0.0311 | val_loss: 0.0311741 | Time: 1447.09 ms [2021-10-07 13:36:44 main:581] : INFO : Epoch 1884 | loss: 0.0311161 | val_loss: 0.0311928 | Time: 1480.21 ms [2021-10-07 13:36:46 main:581] : INFO : Epoch 1885 | loss: 0.0314709 | val_loss: 0.0318912 | Time: 1470.34 ms [2021-10-07 13:36:47 main:581] : INFO : Epoch 1886 | loss: 0.0323456 | val_loss: 0.0315638 | Time: 1444.12 ms [2021-10-07 13:36:49 main:581] : INFO : Epoch 1887 | loss: 0.0313472 | val_loss: 0.0312341 | Time: 1516.82 ms [2021-10-07 13:36:50 main:581] : INFO : Epoch 1888 | loss: 0.031171 | val_loss: 0.0311857 | Time: 1465.06 ms [2021-10-07 13:36:52 main:581] : INFO : Epoch 1889 | loss: 0.0311427 | val_loss: 0.0311682 | Time: 1448.07 ms [2021-10-07 13:36:53 main:581] : INFO : Epoch 1890 | loss: 0.0312131 | val_loss: 0.0312533 | Time: 1442.37 ms [2021-10-07 13:36:54 main:581] : INFO : Epoch 1891 | loss: 0.031267 | val_loss: 0.0312543 | Time: 1481.74 ms [2021-10-07 13:36:56 main:581] : INFO : Epoch 1892 | loss: 0.0312488 | val_loss: 0.0312421 | Time: 1454.77 ms [2021-10-07 13:36:57 main:581] : INFO : Epoch 1893 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 1467.35 ms [2021-10-07 13:36:59 main:581] : INFO : Epoch 1894 | loss: 0.0312386 | val_loss: 0.0312371 | Time: 1480.87 ms [2021-10-07 13:37:00 main:581] : INFO : Epoch 1895 | loss: 0.0312373 | val_loss: 0.0312325 | Time: 1446.4 ms [2021-10-07 13:37:02 main:581] : INFO : Epoch 1896 | loss: 0.031245 | val_loss: 0.031233 | Time: 1461.64 ms [2021-10-07 13:37:03 main:581] : INFO : Epoch 1897 | loss: 0.0312352 | val_loss: 0.0312313 | Time: 1447.32 ms [2021-10-07 13:37:05 main:581] : INFO : Epoch 1898 | loss: 0.0312328 | val_loss: 0.0312275 | Time: 1459.64 ms [2021-10-07 13:37:06 main:581] : INFO : Epoch 1899 | loss: 0.0312314 | val_loss: 0.031229 | Time: 1426.77 ms [2021-10-07 13:37:08 main:581] : INFO : Epoch 1900 | loss: 0.0312312 | val_loss: 0.0312309 | Time: 1442.28 ms [2021-10-07 13:37:09 main:581] : INFO : Epoch 1901 | loss: 0.0312324 | val_loss: 0.031228 | Time: 1446.6 ms [2021-10-07 13:37:10 main:581] : INFO : Epoch 1902 | loss: 0.0312298 | val_loss: 0.0312258 | Time: 1469.97 ms [2021-10-07 13:37:12 main:581] : INFO : Epoch 1903 | loss: 0.0312285 | val_loss: 0.031226 | Time: 1453.91 ms [2021-10-07 13:37:13 main:581] : INFO : Epoch 1904 | loss: 0.0312292 | val_loss: 0.0312278 | Time: 1466.05 ms [2021-10-07 13:37:15 main:581] : INFO : Epoch 1905 | loss: 0.0312295 | val_loss: 0.0312291 | Time: 1476.71 ms [2021-10-07 13:37:16 main:581] : INFO : Epoch 1906 | loss: 0.0312294 | val_loss: 0.0312248 | Time: 1452.65 ms [2021-10-07 13:37:18 main:581] : INFO : Epoch 1907 | loss: 0.0312269 | val_loss: 0.031224 | Time: 1451.11 ms [2021-10-07 13:37:19 main:581] : INFO : Epoch 1908 | loss: 0.0312279 | val_loss: 0.0312273 | Time: 1451.62 ms [2021-10-07 13:37:21 main:581] : INFO : Epoch 1909 | loss: 0.0312284 | val_loss: 0.0312267 | Time: 1450.25 ms [2021-10-07 13:37:22 main:581] : INFO : Epoch 1910 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 1455.73 ms [2021-10-07 13:37:24 main:581] : INFO : Epoch 1911 | loss: 0.0312265 | val_loss: 0.0312234 | Time: 1465.01 ms [2021-10-07 13:37:25 main:581] : INFO : Epoch 1912 | loss: 0.0312252 | val_loss: 0.0312226 | Time: 1441.92 ms [2021-10-07 13:37:26 main:581] : INFO : Epoch 1913 | loss: 0.0312258 | val_loss: 0.0312261 | Time: 1463.57 ms [2021-10-07 13:37:28 main:581] : INFO : Epoch 1914 | loss: 0.0312267 | val_loss: 0.0312224 | Time: 1461.64 ms [2021-10-07 13:37:29 main:581] : INFO : Epoch 1915 | loss: 0.0312243 | val_loss: 0.0312253 | Time: 1451.28 ms [2021-10-07 13:37:31 main:581] : INFO : Epoch 1916 | loss: 0.0312258 | val_loss: 0.0312249 | Time: 1464.88 ms [2021-10-07 13:37:32 main:581] : INFO : Epoch 1917 | loss: 0.0312242 | val_loss: 0.0312218 | Time: 1474.07 ms [2021-10-07 13:37:34 main:581] : INFO : Epoch 1918 | loss: 0.0312235 | val_loss: 0.031221 | Time: 1457.7 ms [2021-10-07 13:37:35 main:581] : INFO : Epoch 1919 | loss: 0.0312231 | val_loss: 0.0312224 | Time: 1440.74 ms [2021-10-07 13:37:37 main:581] : INFO : Epoch 1920 | loss: 0.0312251 | val_loss: 0.0312215 | Time: 1435.93 ms [2021-10-07 13:37:38 main:581] : INFO : Epoch 1921 | loss: 0.0312228 | val_loss: 0.0312218 | Time: 1431.54 ms [2021-10-07 13:37:40 main:581] : INFO : Epoch 1922 | loss: 0.0312232 | val_loss: 0.0312209 | Time: 1444.48 ms [2021-10-07 13:37:41 main:581] : INFO : Epoch 1923 | loss: 0.0312225 | val_loss: 0.0312204 | Time: 1445.24 ms [2021-10-07 13:37:42 main:581] : INFO : Epoch 1924 | loss: 0.0312223 | val_loss: 0.0312203 | Time: 1446.38 ms [2021-10-07 13:37:44 main:581] : INFO : Epoch 1925 | loss: 0.0312224 | val_loss: 0.0312218 | Time: 1486.03 ms [2021-10-07 13:37:45 main:581] : INFO : Epoch 1926 | loss: 0.0312223 | val_loss: 0.0312233 | Time: 1460.66 ms [2021-10-07 13:37:47 main:581] : INFO : Epoch 1927 | loss: 0.0312227 | val_loss: 0.0312283 | Time: 1459.29 ms [2021-10-07 13:37:48 main:581] : INFO : Epoch 1928 | loss: 0.0312259 | val_loss: 0.0312233 | Time: 1443.43 ms [2021-10-07 13:37:50 main:581] : INFO : Epoch 1929 | loss: 0.0312227 | val_loss: 0.0312225 | Time: 1442.65 ms [2021-10-07 13:37:51 main:581] : INFO : Epoch 1930 | loss: 0.0312233 | val_loss: 0.0312217 | Time: 1470.61 ms [2021-10-07 13:37:53 main:581] : INFO : Epoch 1931 | loss: 0.0312216 | val_loss: 0.0312199 | Time: 1457.65 ms [2021-10-07 13:37:54 main:581] : INFO : Epoch 1932 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 1463.48 ms [2021-10-07 13:37:56 main:581] : INFO : Epoch 1933 | loss: 0.0312215 | val_loss: 0.0312204 | Time: 1439.3 ms [2021-10-07 13:37:57 main:581] : INFO : Epoch 1934 | loss: 0.0312207 | val_loss: 0.0312199 | Time: 1466.48 ms [2021-10-07 13:37:58 main:581] : INFO : Epoch 1935 | loss: 0.0312218 | val_loss: 0.0312198 | Time: 1451.14 ms [2021-10-07 13:38:00 main:581] : INFO : Epoch 1936 | loss: 0.0312229 | val_loss: 0.0312225 | Time: 1469.11 ms [2021-10-07 13:38:01 main:581] : INFO : Epoch 1937 | loss: 0.0312217 | val_loss: 0.031219 | Time: 1466.91 ms [2021-10-07 13:38:03 main:581] : INFO : Epoch 1938 | loss: 0.0312212 | val_loss: 0.031226 | Time: 1458.12 ms [2021-10-07 13:38:04 main:581] : INFO : Epoch 1939 | loss: 0.0312212 | val_loss: 0.031222 | Time: 1457.91 ms [2021-10-07 13:38:06 main:581] : INFO : Epoch 1940 | loss: 0.0312204 | val_loss: 0.0312185 | Time: 1440.6 ms [2021-10-07 13:38:07 main:581] : INFO : Epoch 1941 | loss: 0.0312198 | val_loss: 0.0312186 | Time: 1448.91 ms [2021-10-07 13:38:09 main:581] : INFO : Epoch 1942 | loss: 0.0312202 | val_loss: 0.0312194 | Time: 1449.24 ms [2021-10-07 13:38:10 main:581] : INFO : Epoch 1943 | loss: 0.0312201 | val_loss: 0.0312193 | Time: 1449.49 ms [2021-10-07 13:38:12 main:581] : INFO : Epoch 1944 | loss: 0.031221 | val_loss: 0.0312186 | Time: 1439.58 ms [2021-10-07 13:38:13 main:581] : INFO : Epoch 1945 | loss: 0.0312199 | val_loss: 0.0312194 | Time: 1475.05 ms [2021-10-07 13:38:15 main:581] : INFO : Epoch 1946 | loss: 0.0312194 | val_loss: 0.0312177 | Time: 1474.25 ms [2021-10-07 13:38:16 main:581] : INFO : Epoch 1947 | loss: 0.0312188 | val_loss: 0.0312207 | Time: 1460.96 ms [2021-10-07 13:38:17 main:581] : INFO : Epoch 1948 | loss: 0.0312211 | val_loss: 0.0312179 | Time: 1461.7 ms [2021-10-07 13:38:19 main:581] : INFO : Epoch 1949 | loss: 0.0312192 | val_loss: 0.031218 | Time: 1468.31 ms [2021-10-07 13:38:20 main:581] : INFO : Epoch 1950 | loss: 0.0312177 | val_loss: 0.0312184 | Time: 1445.14 ms [2021-10-07 13:38:22 main:581] : INFO : Epoch 1951 | loss: 0.0312182 | val_loss: 0.0312173 | Time: 1446.81 ms [2021-10-07 13:38:23 main:581] : INFO : Epoch 1952 | loss: 0.0312181 | val_loss: 0.0312188 | Time: 1449.05 ms [2021-10-07 13:38:25 main:581] : INFO : Epoch 1953 | loss: 0.0312181 | val_loss: 0.0312158 | Time: 1470.43 ms [2021-10-07 13:38:26 main:581] : INFO : Epoch 1954 | loss: 0.0312178 | val_loss: 0.0312172 | Time: 1470.57 ms [2021-10-07 13:38:28 main:581] : INFO : Epoch 1955 | loss: 0.0312174 | val_loss: 0.0312155 | Time: 1444.34 ms [2021-10-07 13:38:29 main:581] : INFO : Epoch 1956 | loss: 0.0312171 | val_loss: 0.0312227 | Time: 1432.54 ms [2021-10-07 13:38:31 main:581] : INFO : Epoch 1957 | loss: 0.0312186 | val_loss: 0.0312177 | Time: 1466.49 ms [2021-10-07 13:38:32 main:581] : INFO : Epoch 1958 | loss: 0.0312173 | val_loss: 0.0312159 | Time: 1467.24 ms [2021-10-07 13:38:33 main:581] : INFO : Epoch 1959 | loss: 0.0312167 | val_loss: 0.0312176 | Time: 1446.14 ms [2021-10-07 13:38:35 main:581] : INFO : Epoch 1960 | loss: 0.0312174 | val_loss: 0.0312158 | Time: 1446.38 ms [2021-10-07 13:38:36 main:581] : INFO : Epoch 1961 | loss: 0.031216 | val_loss: 0.0312152 | Time: 1458.65 ms [2021-10-07 13:38:38 main:581] : INFO : Epoch 1962 | loss: 0.0312158 | val_loss: 0.0312168 | Time: 1455.12 ms [2021-10-07 13:38:39 main:581] : INFO : Epoch 1963 | loss: 0.0312176 | val_loss: 0.0312196 | Time: 1456.95 ms [2021-10-07 13:38:41 main:581] : INFO : Epoch 1964 | loss: 0.0312169 | val_loss: 0.0312141 | Time: 1469.43 ms [2021-10-07 13:38:42 main:581] : INFO : Epoch 1965 | loss: 0.0312154 | val_loss: 0.0312135 | Time: 1433.92 ms [2021-10-07 13:38:44 main:581] : INFO : Epoch 1966 | loss: 0.0312144 | val_loss: 0.0312129 | Time: 1460.73 ms [2021-10-07 13:38:45 main:581] : INFO : Epoch 1967 | loss: 0.0312151 | val_loss: 0.0312148 | Time: 1438.8 ms [2021-10-07 13:38:47 main:581] : INFO : Epoch 1968 | loss: 0.0312162 | val_loss: 0.031213 | Time: 1484.19 ms [2021-10-07 13:38:48 main:581] : INFO : Epoch 1969 | loss: 0.0312148 | val_loss: 0.0312142 | Time: 1465.87 ms [2021-10-07 13:38:49 main:581] : INFO : Epoch 1970 | loss: 0.0312143 | val_loss: 0.0312137 | Time: 1475.02 ms [2021-10-07 13:38:51 main:581] : INFO : Epoch 1971 | loss: 0.0312142 | val_loss: 0.0312134 | Time: 1457.28 ms [2021-10-07 13:38:52 main:581] : INFO : Epoch 1972 | loss: 0.031215 | val_loss: 0.0312131 | Time: 1449.49 ms [2021-10-07 13:38:54 main:581] : INFO : Epoch 1973 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 1461.4 ms [2021-10-07 13:38:55 main:581] : INFO : Epoch 1974 | loss: 0.0312139 | val_loss: 0.031214 | Time: 1478.14 ms [2021-10-07 13:38:57 main:581] : INFO : Epoch 1975 | loss: 0.0312131 | val_loss: 0.0312112 | Time: 1452.98 ms [2021-10-07 13:38:58 main:581] : INFO : Epoch 1976 | loss: 0.0312151 | val_loss: 0.0312127 | Time: 1456.27 ms [2021-10-07 13:39:00 main:581] : INFO : Epoch 1977 | loss: 0.0312156 | val_loss: 0.0312128 | Time: 1453.71 ms [2021-10-07 13:39:01 main:581] : INFO : Epoch 1978 | loss: 0.031212 | val_loss: 0.0312152 | Time: 1504.25 ms [2021-10-07 13:39:03 main:581] : INFO : Epoch 1979 | loss: 0.0312119 | val_loss: 0.0312101 | Time: 1516.7 ms [2021-10-07 13:39:04 main:581] : INFO : Epoch 1980 | loss: 0.0312114 | val_loss: 0.03121 | Time: 1437.27 ms [2021-10-07 13:39:06 main:581] : INFO : Epoch 1981 | loss: 0.0312115 | val_loss: 0.031209 | Time: 1414.51 ms [2021-10-07 13:39:07 main:581] : INFO : Epoch 1982 | loss: 0.0312093 | val_loss: 0.0312097 | Time: 1440.88 ms [2021-10-07 13:39:08 main:581] : INFO : Epoch 1983 | loss: 0.0312096 | val_loss: 0.0312086 | Time: 1431.3 ms [2021-10-07 13:39:10 main:581] : INFO : Epoch 1984 | loss: 0.0312104 | val_loss: 0.0312108 | Time: 1438.02 ms [2021-10-07 13:39:11 main:581] : INFO : Epoch 1985 | loss: 0.0312092 | val_loss: 0.0312087 | Time: 1489.53 ms [2021-10-07 13:39:13 main:581] : INFO : Epoch 1986 | loss: 0.0312096 | val_loss: 0.031212 | Time: 1456.03 ms [2021-10-07 13:39:14 main:581] : INFO : Epoch 1987 | loss: 0.0312089 | val_loss: 0.0312111 | Time: 1444.12 ms [2021-10-07 13:39:16 main:581] : INFO : Epoch 1988 | loss: 0.0312074 | val_loss: 0.0312075 | Time: 1474.1 ms [2021-10-07 13:39:17 main:581] : INFO : Epoch 1989 | loss: 0.0312068 | val_loss: 0.0312065 | Time: 1474.91 ms [2021-10-07 13:39:19 main:581] : INFO : Epoch 1990 | loss: 0.0312079 | val_loss: 0.0312136 | Time: 1450.45 ms [2021-10-07 13:39:20 main:581] : INFO : Epoch 1991 | loss: 0.0312093 | val_loss: 0.0312091 | Time: 1460.27 ms [2021-10-07 13:39:22 main:581] : INFO : Epoch 1992 | loss: 0.0312076 | val_loss: 0.031205 | Time: 1455.2 ms [2021-10-07 13:39:23 main:581] : INFO : Epoch 1993 | loss: 0.0312059 | val_loss: 0.031206 | Time: 1449.81 ms [2021-10-07 13:39:24 main:581] : INFO : Epoch 1994 | loss: 0.0312059 | val_loss: 0.0312054 | Time: 1433.43 ms [2021-10-07 13:39:26 main:581] : INFO : Epoch 1995 | loss: 0.031206 | val_loss: 0.0312079 | Time: 1437.07 ms [2021-10-07 13:39:27 main:581] : INFO : Epoch 1996 | loss: 0.0312067 | val_loss: 0.0312078 | Time: 1457.41 ms [2021-10-07 13:39:29 main:581] : INFO : Epoch 1997 | loss: 0.0312052 | val_loss: 0.0312051 | Time: 1441.27 ms [2021-10-07 13:39:30 main:581] : INFO : Epoch 1998 | loss: 0.0312052 | val_loss: 0.0312064 | Time: 1454.97 ms [2021-10-07 13:39:32 main:581] : INFO : Epoch 1999 | loss: 0.0312056 | val_loss: 0.0312048 | Time: 1449.41 ms [2021-10-07 13:39:33 main:581] : INFO : Epoch 2000 | loss: 0.0312046 | val_loss: 0.0312045 | Time: 1443.2 ms [2021-10-07 13:39:35 main:581] : INFO : Epoch 2001 | loss: 0.0312045 | val_loss: 0.0312063 | Time: 1460.82 ms [2021-10-07 13:39:36 main:581] : INFO : Epoch 2002 | loss: 0.0312047 | val_loss: 0.0312043 | Time: 1466.14 ms [2021-10-07 13:39:38 main:581] : INFO : Epoch 2003 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 1473.85 ms [2021-10-07 13:39:39 main:581] : INFO : Epoch 2004 | loss: 0.0312061 | val_loss: 0.0312049 | Time: 1460.86 ms [2021-10-07 13:39:40 main:581] : INFO : Epoch 2005 | loss: 0.0312043 | val_loss: 0.0312065 | Time: 1478.65 ms [2021-10-07 13:39:42 main:581] : INFO : Epoch 2006 | loss: 0.0312039 | val_loss: 0.0312045 | Time: 1466.45 ms [2021-10-07 13:39:43 main:581] : INFO : Epoch 2007 | loss: 0.031204 | val_loss: 0.0312048 | Time: 1439.78 ms [2021-10-07 13:39:45 main:581] : INFO : Epoch 2008 | loss: 0.031204 | val_loss: 0.0312046 | Time: 1435.78 ms [2021-10-07 13:39:46 main:581] : INFO : Epoch 2009 | loss: 0.031204 | val_loss: 0.0312063 | Time: 1438.16 ms [2021-10-07 13:39:48 main:581] : INFO : Epoch 2010 | loss: 0.0312034 | val_loss: 0.0312033 | Time: 1454.4 ms [2021-10-07 13:39:49 main:581] : INFO : Epoch 2011 | loss: 0.0312027 | val_loss: 0.0312032 | Time: 1441.47 ms [2021-10-07 13:39:51 main:581] : INFO : Epoch 2012 | loss: 0.031203 | val_loss: 0.0312038 | Time: 1442.85 ms [2021-10-07 13:39:52 main:581] : INFO : Epoch 2013 | loss: 0.0312032 | val_loss: 0.0312073 | Time: 1427.98 ms [2021-10-07 13:39:53 main:581] : INFO : Epoch 2014 | loss: 0.0312035 | val_loss: 0.0312057 | Time: 1427.03 ms [2021-10-07 13:39:55 main:581] : INFO : Epoch 2015 | loss: 0.031206 | val_loss: 0.0312028 | Time: 1470.39 ms [2021-10-07 13:39:56 main:581] : INFO : Epoch 2016 | loss: 0.0312047 | val_loss: 0.0312035 | Time: 1462.63 ms [2021-10-07 13:39:58 main:581] : INFO : Epoch 2017 | loss: 0.0312033 | val_loss: 0.0312041 | Time: 1458 ms [2021-10-07 13:39:59 main:581] : INFO : Epoch 2018 | loss: 0.0312037 | val_loss: 0.0312027 | Time: 1454.9 ms [2021-10-07 13:40:01 main:581] : INFO : Epoch 2019 | loss: 0.0312022 | val_loss: 0.0312025 | Time: 1454.79 ms [2021-10-07 13:40:02 main:581] : INFO : Epoch 2020 | loss: 0.0312024 | val_loss: 0.0312046 | Time: 1440.98 ms [2021-10-07 13:40:04 main:581] : INFO : Epoch 2021 | loss: 0.0312024 | val_loss: 0.0312024 | Time: 1439.04 ms [2021-10-07 13:40:05 main:581] : INFO : Epoch 2022 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 1424.34 ms [2021-10-07 13:40:07 main:581] : INFO : Epoch 2023 | loss: 0.0312027 | val_loss: 0.031203 | Time: 1432.02 ms [2021-10-07 13:40:08 main:581] : INFO : Epoch 2024 | loss: 0.0312027 | val_loss: 0.0312027 | Time: 1464.86 ms [2021-10-07 13:40:09 main:581] : INFO : Epoch 2025 | loss: 0.0312022 | val_loss: 0.0312022 | Time: 1471.34 ms [2021-10-07 13:40:11 main:581] : INFO : Epoch 2026 | loss: 0.0312029 | val_loss: 0.0312025 | Time: 1466.94 ms [2021-10-07 13:40:12 main:581] : INFO : Epoch 2027 | loss: 0.0312017 | val_loss: 0.0312026 | Time: 1430.22 ms [2021-10-07 13:40:14 main:581] : INFO : Epoch 2028 | loss: 0.0312021 | val_loss: 0.0312039 | Time: 1432.83 ms [2021-10-07 13:40:15 main:581] : INFO : Epoch 2029 | loss: 0.0312011 | val_loss: 0.0312069 | Time: 1435.07 ms [2021-10-07 13:40:17 main:581] : INFO : Epoch 2030 | loss: 0.0312024 | val_loss: 0.0312023 | Time: 1455.79 ms [2021-10-07 13:40:18 main:581] : INFO : Epoch 2031 | loss: 0.0312012 | val_loss: 0.0312033 | Time: 1440.2 ms [2021-10-07 13:40:20 main:581] : INFO : Epoch 2032 | loss: 0.0312015 | val_loss: 0.0312039 | Time: 1478.14 ms [2021-10-07 13:40:21 main:581] : INFO : Epoch 2033 | loss: 0.031201 | val_loss: 0.0312027 | Time: 1453.85 ms [2021-10-07 13:40:22 main:581] : INFO : Epoch 2034 | loss: 0.0312034 | val_loss: 0.0312047 | Time: 1451.85 ms [2021-10-07 13:40:24 main:581] : INFO : Epoch 2035 | loss: 0.0312007 | val_loss: 0.031203 | Time: 1484.59 ms [2021-10-07 13:40:25 main:581] : INFO : Epoch 2036 | loss: 0.0312003 | val_loss: 0.0312025 | Time: 1479.69 ms [2021-10-07 13:40:27 main:581] : INFO : Epoch 2037 | loss: 0.0312007 | val_loss: 0.0312041 | Time: 1444.18 ms [2021-10-07 13:40:28 main:581] : INFO : Epoch 2038 | loss: 0.031201 | val_loss: 0.0312043 | Time: 1495.81 ms [2021-10-07 13:40:30 main:581] : INFO : Epoch 2039 | loss: 0.0312003 | val_loss: 0.0312024 | Time: 1476.98 ms [2021-10-07 13:40:31 main:581] : INFO : Epoch 2040 | loss: 0.0311996 | val_loss: 0.0312028 | Time: 1471.59 ms [2021-10-07 13:40:33 main:581] : INFO : Epoch 2041 | loss: 0.0312017 | val_loss: 0.0312019 | Time: 1457.15 ms [2021-10-07 13:40:34 main:581] : INFO : Epoch 2042 | loss: 0.0311995 | val_loss: 0.031202 | Time: 1469.88 ms [2021-10-07 13:40:36 main:581] : INFO : Epoch 2043 | loss: 0.0311996 | val_loss: 0.0312041 | Time: 1486.27 ms [2021-10-07 13:40:37 main:581] : INFO : Epoch 2044 | loss: 0.0312007 | val_loss: 0.031202 | Time: 1434.91 ms [2021-10-07 13:40:39 main:581] : INFO : Epoch 2045 | loss: 0.0311991 | val_loss: 0.0312026 | Time: 1485.58 ms [2021-10-07 13:40:40 main:581] : INFO : Epoch 2046 | loss: 0.0311996 | val_loss: 0.0312032 | Time: 1499.36 ms [2021-10-07 13:40:42 main:581] : INFO : Epoch 2047 | loss: 0.0312004 | val_loss: 0.0312023 | Time: 1462.32 ms [2021-10-07 13:40:43 main:581] : INFO : Epoch 2048 | loss: 0.0311994 | val_loss: 0.0312033 | Time: 1462.81 ms [2021-10-07 13:40:43 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312033 [2021-10-07 13:40:43 main:610] : INFO : Saving end state to config to file [2021-10-07 13:40:43 main:615] : INFO : Success, exiting.. 13:40:43 (2943359): 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)