Task 3316767
| Name | ParityModified-1608175926-1959-0_0 |
| Workunit | 1583719 |
| Created | 17 Dec 2020, 3:32:08 UTC |
| Sent | 18 Dec 2020, 2:26:20 UTC |
| Report deadline | 26 Dec 2020, 2:26:20 UTC |
| Received | 18 Dec 2020, 11:02:52 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 49 min 40 sec |
| CPU time | 49 min 36 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311298 | val_loss: 0.0311767 | Time: 1487.05 ms [2020-12-18 04:49:26 main:581] : INFO : Epoch 1539 | loss: 0.0311285 | val_loss: 0.0311772 | Time: 1444.86 ms [2020-12-18 04:49:28 main:581] : INFO : Epoch 1540 | loss: 0.0311272 | val_loss: 0.031175 | Time: 1460.09 ms [2020-12-18 04:49:29 main:581] : INFO : Epoch 1541 | loss: 0.0311285 | val_loss: 0.0311804 | Time: 1465.66 ms [2020-12-18 04:49:31 main:581] : INFO : Epoch 1542 | loss: 0.0311277 | val_loss: 0.0311757 | Time: 1475.62 ms [2020-12-18 04:49:32 main:581] : INFO : Epoch 1543 | loss: 0.031127 | val_loss: 0.0311781 | Time: 1461.28 ms [2020-12-18 04:49:33 main:581] : INFO : Epoch 1544 | loss: 0.0311252 | val_loss: 0.0311754 | Time: 1464.13 ms [2020-12-18 04:49:35 main:581] : INFO : Epoch 1545 | loss: 0.0311256 | val_loss: 0.0311836 | Time: 1448.9 ms [2020-12-18 04:49:36 main:581] : INFO : Epoch 1546 | loss: 0.0311245 | val_loss: 0.0311791 | Time: 1458.24 ms [2020-12-18 04:49:38 main:581] : INFO : Epoch 1547 | loss: 0.0311242 | val_loss: 0.0311807 | Time: 1482.65 ms [2020-12-18 04:49:39 main:581] : INFO : Epoch 1548 | loss: 0.031122 | val_loss: 0.0311812 | Time: 1531.17 ms [2020-12-18 04:49:41 main:581] : INFO : Epoch 1549 | loss: 0.0311235 | val_loss: 0.0311771 | Time: 1491.68 ms [2020-12-18 04:49:42 main:581] : INFO : Epoch 1550 | loss: 0.031122 | val_loss: 0.0311803 | Time: 1466.14 ms [2020-12-18 04:49:44 main:581] : INFO : Epoch 1551 | loss: 0.0311248 | val_loss: 0.0311858 | Time: 1448.96 ms [2020-12-18 04:49:45 main:581] : INFO : Epoch 1552 | loss: 0.0311208 | val_loss: 0.0311841 | Time: 1437.56 ms [2020-12-18 04:49:47 main:581] : INFO : Epoch 1553 | loss: 0.031121 | val_loss: 0.0311823 | Time: 1475.24 ms [2020-12-18 04:49:48 main:581] : INFO : Epoch 1554 | loss: 0.0311236 | val_loss: 0.0311838 | Time: 1467.09 ms [2020-12-18 04:49:50 main:581] : INFO : Epoch 1555 | loss: 0.0311243 | val_loss: 0.0311798 | Time: 1433.63 ms [2020-12-18 04:49:51 main:581] : INFO : Epoch 1556 | loss: 0.0311628 | val_loss: 0.0312101 | Time: 1420.62 ms [2020-12-18 04:49:52 main:581] : INFO : Epoch 1557 | loss: 0.031221 | val_loss: 0.0312139 | Time: 1411.17 ms [2020-12-18 04:49:54 main:581] : INFO : Epoch 1558 | loss: 0.0312037 | val_loss: 0.0312048 | Time: 1451.64 ms [2020-12-18 04:49:55 main:581] : INFO : Epoch 1559 | loss: 0.0311855 | val_loss: 0.0311766 | Time: 1466.09 ms [2020-12-18 04:49:57 main:581] : INFO : Epoch 1560 | loss: 0.031171 | val_loss: 0.0311743 | Time: 1445.42 ms [2020-12-18 04:49:58 main:581] : INFO : Epoch 1561 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 1423.28 ms [2020-12-18 04:50:00 main:581] : INFO : Epoch 1562 | loss: 0.0311586 | val_loss: 0.0311674 | Time: 1426.36 ms [2020-12-18 04:50:01 main:581] : INFO : Epoch 1563 | loss: 0.0311571 | val_loss: 0.0311711 | Time: 1419.29 ms [2020-12-18 04:50:03 main:581] : INFO : Epoch 1564 | loss: 0.031158 | val_loss: 0.031168 | Time: 1437.21 ms [2020-12-18 04:50:04 main:581] : INFO : Epoch 1565 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 1420.31 ms [2020-12-18 04:50:05 main:581] : INFO : Epoch 1566 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 1449.14 ms [2020-12-18 04:50:07 main:581] : INFO : Epoch 1567 | loss: 0.0311473 | val_loss: 0.0311651 | Time: 1454.32 ms [2020-12-18 04:50:08 main:581] : INFO : Epoch 1568 | loss: 0.0311452 | val_loss: 0.0311659 | Time: 1478.19 ms [2020-12-18 04:50:10 main:581] : INFO : Epoch 1569 | loss: 0.0311476 | val_loss: 0.0311659 | Time: 1496.14 ms [2020-12-18 04:50:11 main:581] : INFO : Epoch 1570 | loss: 0.0311458 | val_loss: 0.0311718 | Time: 1415.31 ms [2020-12-18 04:50:13 main:581] : INFO : Epoch 1571 | loss: 0.0311445 | val_loss: 0.0311667 | Time: 1424.19 ms [2020-12-18 04:50:14 main:581] : INFO : Epoch 1572 | loss: 0.0311442 | val_loss: 0.031165 | Time: 1433.67 ms [2020-12-18 04:50:16 main:581] : INFO : Epoch 1573 | loss: 0.0311439 | val_loss: 0.0311663 | Time: 1400.68 ms [2020-12-18 04:50:17 main:581] : INFO : Epoch 1574 | loss: 0.0311435 | val_loss: 0.0311648 | Time: 1422.37 ms [2020-12-18 04:50:18 main:581] : INFO : Epoch 1575 | loss: 0.0311392 | val_loss: 0.0311668 | Time: 1413.13 ms [2020-12-18 04:50:20 main:581] : INFO : Epoch 1576 | loss: 0.0311382 | val_loss: 0.0311698 | Time: 1421.64 ms [2020-12-18 04:50:21 main:581] : INFO : Epoch 1577 | loss: 0.0311405 | val_loss: 0.0311662 | Time: 1448.52 ms [2020-12-18 04:50:23 main:581] : INFO : Epoch 1578 | loss: 0.0311376 | val_loss: 0.0311651 | Time: 1432.08 ms [2020-12-18 04:50:24 main:581] : INFO : Epoch 1579 | loss: 0.031136 | val_loss: 0.0311675 | Time: 1408.78 ms [2020-12-18 04:50:25 main:581] : INFO : Epoch 1580 | loss: 0.0311374 | val_loss: 0.0311695 | Time: 1410.11 ms [2020-12-18 04:50:27 main:581] : INFO : Epoch 1581 | loss: 0.0311348 | val_loss: 0.0311654 | Time: 1413.89 ms [2020-12-18 04:50:28 main:581] : INFO : Epoch 1582 | loss: 0.031134 | val_loss: 0.0311705 | Time: 1413.45 ms [2020-12-18 04:50:30 main:581] : INFO : Epoch 1583 | loss: 0.0311318 | val_loss: 0.0311664 | Time: 1444.28 ms [2020-12-18 04:50:31 main:581] : INFO : Epoch 1584 | loss: 0.0311333 | val_loss: 0.0311673 | Time: 1446.82 ms [2020-12-18 04:50:33 main:581] : INFO : Epoch 1585 | loss: 0.0311326 | val_loss: 0.0311663 | Time: 1439.02 ms [2020-12-18 04:50:34 main:581] : INFO : Epoch 1586 | loss: 0.0311361 | val_loss: 0.0311677 | Time: 1427.7 ms [2020-12-18 04:50:35 main:581] : INFO : Epoch 1587 | loss: 0.0311334 | val_loss: 0.0311676 | Time: 1425.48 ms [2020-12-18 04:50:37 main:581] : INFO : Epoch 1588 | loss: 0.0311308 | val_loss: 0.0311691 | Time: 1408.57 ms [2020-12-18 04:50:38 main:581] : INFO : Epoch 1589 | loss: 0.0311327 | val_loss: 0.0311697 | Time: 1405.42 ms [2020-12-18 04:50:40 main:581] : INFO : Epoch 1590 | loss: 0.0311307 | val_loss: 0.0311701 | Time: 1442.88 ms [2020-12-18 04:50:41 main:581] : INFO : Epoch 1591 | loss: 0.0311302 | val_loss: 0.0311825 | Time: 1467.45 ms [2020-12-18 04:50:43 main:581] : INFO : Epoch 1592 | loss: 0.0311327 | val_loss: 0.0311707 | Time: 1445.55 ms [2020-12-18 04:50:44 main:581] : INFO : Epoch 1593 | loss: 0.0311357 | val_loss: 0.0311777 | Time: 1456.43 ms [2020-12-18 04:50:46 main:581] : INFO : Epoch 1594 | loss: 0.0311712 | val_loss: 0.0311863 | Time: 1439.9 ms [2020-12-18 04:50:47 main:581] : INFO : Epoch 1595 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 1468.29 ms [2020-12-18 04:50:48 main:581] : INFO : Epoch 1596 | loss: 0.0311582 | val_loss: 0.0311662 | Time: 1455.98 ms [2020-12-18 04:50:50 main:581] : INFO : Epoch 1597 | loss: 0.0311541 | val_loss: 0.0311634 | Time: 1449.86 ms [2020-12-18 04:50:51 main:581] : INFO : Epoch 1598 | loss: 0.0311532 | val_loss: 0.0311633 | Time: 1419.18 ms [2020-12-18 04:50:53 main:581] : INFO : Epoch 1599 | loss: 0.0311488 | val_loss: 0.031163 | Time: 1452.5 ms [2020-12-18 04:50:54 main:581] : INFO : Epoch 1600 | loss: 0.0311439 | val_loss: 0.031162 | Time: 1485.85 ms [2020-12-18 04:50:56 main:581] : INFO : Epoch 1601 | loss: 0.0311425 | val_loss: 0.0311604 | Time: 1459.21 ms [2020-12-18 04:50:57 main:581] : INFO : Epoch 1602 | loss: 0.03114 | val_loss: 0.0311591 | Time: 1432.78 ms [2020-12-18 04:50:59 main:581] : INFO : Epoch 1603 | loss: 0.0311394 | val_loss: 0.0311632 | Time: 1418.08 ms [2020-12-18 04:51:00 main:581] : INFO : Epoch 1604 | loss: 0.0311381 | val_loss: 0.0311597 | Time: 1405.52 ms [2020-12-18 04:51:01 main:581] : INFO : Epoch 1605 | loss: 0.0311365 | val_loss: 0.0311602 | Time: 1440.82 ms [2020-12-18 04:51:03 main:581] : INFO : Epoch 1606 | loss: 0.0311347 | val_loss: 0.0311586 | Time: 1464.95 ms [2020-12-18 04:51:04 main:581] : INFO : Epoch 1607 | loss: 0.0311333 | val_loss: 0.0311598 | Time: 1450.28 ms [2020-12-18 04:51:06 main:581] : INFO : Epoch 1608 | loss: 0.031132 | val_loss: 0.0311592 | Time: 1464.01 ms [2020-12-18 04:51:07 main:581] : INFO : Epoch 1609 | loss: 0.0311313 | val_loss: 0.0311619 | Time: 1488.49 ms [2020-12-18 04:51:09 main:581] : INFO : Epoch 1610 | loss: 0.0311332 | val_loss: 0.0311623 | Time: 1451.56 ms [2020-12-18 04:51:10 main:581] : INFO : Epoch 1611 | loss: 0.03113 | val_loss: 0.0311623 | Time: 1483.32 ms [2020-12-18 04:51:12 main:581] : INFO : Epoch 1612 | loss: 0.0311297 | val_loss: 0.0311607 | Time: 1455.49 ms [2020-12-18 04:51:13 main:581] : INFO : Epoch 1613 | loss: 0.0311295 | val_loss: 0.0311619 | Time: 1454.28 ms [2020-12-18 04:51:15 main:581] : INFO : Epoch 1614 | loss: 0.0311278 | val_loss: 0.0311612 | Time: 1445.82 ms [2020-12-18 04:51:16 main:581] : INFO : Epoch 1615 | loss: 0.0311292 | val_loss: 0.0311612 | Time: 1438.23 ms [2020-12-18 04:51:17 main:581] : INFO : Epoch 1616 | loss: 0.0311283 | val_loss: 0.0311624 | Time: 1427.77 ms [2020-12-18 04:51:19 main:581] : INFO : Epoch 1617 | loss: 0.0311276 | val_loss: 0.031167 | Time: 1444.56 ms [2020-12-18 04:51:20 main:581] : INFO : Epoch 1618 | loss: 0.0311274 | val_loss: 0.0311613 | Time: 1491.23 ms [2020-12-18 04:51:22 main:581] : INFO : Epoch 1619 | loss: 0.0311278 | val_loss: 0.0311631 | Time: 1489.16 ms [2020-12-18 04:51:23 main:581] : INFO : Epoch 1620 | loss: 0.031127 | val_loss: 0.0311667 | Time: 1475.87 ms [2020-12-18 04:51:25 main:581] : INFO : Epoch 1621 | loss: 0.031127 | val_loss: 0.0311631 | Time: 1476.04 ms [2020-12-18 04:51:26 main:581] : INFO : Epoch 1622 | loss: 0.0311238 | val_loss: 0.0311642 | Time: 1461.02 ms [2020-12-18 04:51:28 main:581] : INFO : Epoch 1623 | loss: 0.0311219 | val_loss: 0.0311641 | Time: 1475.1 ms [2020-12-18 04:51:29 main:581] : INFO : Epoch 1624 | loss: 0.0311228 | val_loss: 0.0311605 | Time: 1479.11 ms [2020-12-18 04:51:31 main:581] : INFO : Epoch 1625 | loss: 0.0311246 | val_loss: 0.0311678 | Time: 1489.71 ms [2020-12-18 04:51:32 main:581] : INFO : Epoch 1626 | loss: 0.0311253 | val_loss: 0.0311651 | Time: 1477.5 ms [2020-12-18 04:51:34 main:581] : INFO : Epoch 1627 | loss: 0.031124 | val_loss: 0.0311651 | Time: 1480.46 ms [2020-12-18 04:51:35 main:581] : INFO : Epoch 1628 | loss: 0.0311213 | val_loss: 0.0311669 | Time: 1476.91 ms [2020-12-18 04:51:37 main:581] : INFO : Epoch 1629 | loss: 0.0311207 | val_loss: 0.0311643 | Time: 1494.41 ms [2020-12-18 04:51:38 main:581] : INFO : Epoch 1630 | loss: 0.0311201 | val_loss: 0.0311663 | Time: 1481.96 ms [2020-12-18 04:51:40 main:581] : INFO : Epoch 1631 | loss: 0.031122 | val_loss: 0.0311626 | Time: 1461.98 ms [2020-12-18 04:51:41 main:581] : INFO : Epoch 1632 | loss: 0.0311204 | val_loss: 0.0311652 | Time: 1433.76 ms [2020-12-18 04:51:43 main:581] : INFO : Epoch 1633 | loss: 0.0311202 | val_loss: 0.0311676 | Time: 1461.47 ms [2020-12-18 04:51:44 main:581] : INFO : Epoch 1634 | loss: 0.0311187 | val_loss: 0.0311673 | Time: 1422.86 ms [2020-12-18 04:51:45 main:581] : INFO : Epoch 1635 | loss: 0.031119 | val_loss: 0.0311682 | Time: 1470.59 ms [2020-12-18 04:51:47 main:581] : INFO : Epoch 1636 | loss: 0.0311202 | val_loss: 0.0311671 | Time: 1453.11 ms [2020-12-18 04:51:48 main:581] : INFO : Epoch 1637 | loss: 0.0311196 | val_loss: 0.0311649 | Time: 1431.78 ms [2020-12-18 04:51:50 main:581] : INFO : Epoch 1638 | loss: 0.0311204 | val_loss: 0.0311687 | Time: 1446.08 ms [2020-12-18 04:51:51 main:581] : INFO : Epoch 1639 | loss: 0.0311175 | val_loss: 0.0311735 | Time: 1429.27 ms [2020-12-18 04:51:53 main:581] : INFO : Epoch 1640 | loss: 0.0311198 | val_loss: 0.0311683 | Time: 1430.67 ms [2020-12-18 04:51:54 main:581] : INFO : Epoch 1641 | loss: 0.0311192 | val_loss: 0.031177 | Time: 1448.55 ms [2020-12-18 04:51:56 main:581] : INFO : Epoch 1642 | loss: 0.0311214 | val_loss: 0.0311662 | Time: 1487.5 ms [2020-12-18 04:51:57 main:581] : INFO : Epoch 1643 | loss: 0.0311166 | val_loss: 0.0311723 | Time: 1436.54 ms [2020-12-18 04:51:58 main:581] : INFO : Epoch 1644 | loss: 0.0311239 | val_loss: 0.0311676 | Time: 1489.05 ms [2020-12-18 04:52:00 main:581] : INFO : Epoch 1645 | loss: 0.0311244 | val_loss: 0.0311747 | Time: 1501.83 ms [2020-12-18 04:52:01 main:581] : INFO : Epoch 1646 | loss: 0.0311204 | val_loss: 0.0311686 | Time: 1469.35 ms [2020-12-18 04:52:03 main:581] : INFO : Epoch 1647 | loss: 0.0311149 | val_loss: 0.0311693 | Time: 1456.73 ms [2020-12-18 04:52:04 main:581] : INFO : Epoch 1648 | loss: 0.0311132 | val_loss: 0.0311688 | Time: 1467.86 ms [2020-12-18 04:52:06 main:581] : INFO : Epoch 1649 | loss: 0.0311145 | val_loss: 0.0311708 | Time: 1463.38 ms [2020-12-18 04:52:07 main:581] : INFO : Epoch 1650 | loss: 0.0311168 | val_loss: 0.0311695 | Time: 1470.76 ms [2020-12-18 04:52:09 main:581] : INFO : Epoch 1651 | loss: 0.0311144 | val_loss: 0.0311683 | Time: 1460.65 ms [2020-12-18 04:52:10 main:581] : INFO : Epoch 1652 | loss: 0.0311161 | val_loss: 0.0311738 | Time: 1412.17 ms [2020-12-18 04:52:12 main:581] : INFO : Epoch 1653 | loss: 0.031116 | val_loss: 0.0311728 | Time: 1381.13 ms [2020-12-18 04:52:13 main:581] : INFO : Epoch 1654 | loss: 0.0311159 | val_loss: 0.0311707 | Time: 1448.77 ms [2020-12-18 04:52:14 main:581] : INFO : Epoch 1655 | loss: 0.031124 | val_loss: 0.0311757 | Time: 1429.38 ms [2020-12-18 04:52:16 main:581] : INFO : Epoch 1656 | loss: 0.0311223 | val_loss: 0.0311711 | Time: 1472.45 ms [2020-12-18 04:52:17 main:581] : INFO : Epoch 1657 | loss: 0.031119 | val_loss: 0.031169 | Time: 1451.14 ms [2020-12-18 04:52:19 main:581] : INFO : Epoch 1658 | loss: 0.0311135 | val_loss: 0.0311669 | Time: 1455 ms [2020-12-18 04:52:20 main:581] : INFO : Epoch 1659 | loss: 0.0311139 | val_loss: 0.0311699 | Time: 1438.63 ms [2020-12-18 04:52:22 main:581] : INFO : Epoch 1660 | loss: 0.0311148 | val_loss: 0.031168 | Time: 1429.6 ms [2020-12-18 04:52:23 main:581] : INFO : Epoch 1661 | loss: 0.0311156 | val_loss: 0.03118 | Time: 1452.5 ms [2020-12-18 04:52:25 main:581] : INFO : Epoch 1662 | loss: 0.0311169 | val_loss: 0.0311663 | Time: 1445.41 ms [2020-12-18 04:52:26 main:581] : INFO : Epoch 1663 | loss: 0.0311157 | val_loss: 0.0311684 | Time: 1438.37 ms [2020-12-18 04:52:27 main:581] : INFO : Epoch 1664 | loss: 0.0311131 | val_loss: 0.0311684 | Time: 1465.14 ms [2020-12-18 04:52:29 main:581] : INFO : Epoch 1665 | loss: 0.0311111 | val_loss: 0.0311701 | Time: 1426.38 ms [2020-12-18 04:52:30 main:581] : INFO : Epoch 1666 | loss: 0.0311147 | val_loss: 0.0311759 | Time: 1432.15 ms [2020-12-18 04:52:32 main:581] : INFO : Epoch 1667 | loss: 0.0311146 | val_loss: 0.0311739 | Time: 1467.27 ms [2020-12-18 04:52:33 main:581] : INFO : Epoch 1668 | loss: 0.0311159 | val_loss: 0.0311788 | Time: 1428.65 ms [2020-12-18 04:52:35 main:581] : INFO : Epoch 1669 | loss: 0.0311181 | val_loss: 0.0311731 | Time: 1438.32 ms [2020-12-18 04:52:36 main:581] : INFO : Epoch 1670 | loss: 0.0311144 | val_loss: 0.0311716 | Time: 1448.58 ms [2020-12-18 04:52:38 main:581] : INFO : Epoch 1671 | loss: 0.0311126 | val_loss: 0.0311728 | Time: 1426.12 ms [2020-12-18 04:52:39 main:581] : INFO : Epoch 1672 | loss: 0.0311116 | val_loss: 0.0311675 | Time: 1409.93 ms [2020-12-18 04:52:40 main:581] : INFO : Epoch 1673 | loss: 0.0311134 | val_loss: 0.0311761 | Time: 1384.42 ms [2020-12-18 04:52:42 main:581] : INFO : Epoch 1674 | loss: 0.0311101 | val_loss: 0.0311736 | Time: 1419.68 ms [2020-12-18 04:52:43 main:581] : INFO : Epoch 1675 | loss: 0.0311132 | val_loss: 0.0311752 | Time: 1463.76 ms [2020-12-18 04:52:45 main:581] : INFO : Epoch 1676 | loss: 0.03112 | val_loss: 0.0311724 | Time: 1477.99 ms [2020-12-18 04:52:46 main:581] : INFO : Epoch 1677 | loss: 0.0311149 | val_loss: 0.0311726 | Time: 1471.93 ms [2020-12-18 04:52:48 main:581] : INFO : Epoch 1678 | loss: 0.031109 | val_loss: 0.0311711 | Time: 1423.06 ms [2020-12-18 04:52:49 main:581] : INFO : Epoch 1679 | loss: 0.0311091 | val_loss: 0.0311719 | Time: 1437.15 ms [2020-12-18 04:52:50 main:581] : INFO : Epoch 1680 | loss: 0.0311065 | val_loss: 0.0311742 | Time: 1475.03 ms [2020-12-18 04:52:52 main:581] : INFO : Epoch 1681 | loss: 0.0311149 | val_loss: 0.0311776 | Time: 1447.67 ms [2020-12-18 04:52:53 main:581] : INFO : Epoch 1682 | loss: 0.0311236 | val_loss: 0.0311726 | Time: 1437.39 ms [2020-12-18 04:52:55 main:581] : INFO : Epoch 1683 | loss: 0.0311185 | val_loss: 0.0311741 | Time: 1477.37 ms [2020-12-18 04:52:56 main:581] : INFO : Epoch 1684 | loss: 0.0311119 | val_loss: 0.0311749 | Time: 1469.97 ms [2020-12-18 04:52:58 main:581] : INFO : Epoch 1685 | loss: 0.0311079 | val_loss: 0.0311739 | Time: 1465.9 ms [2020-12-18 04:52:59 main:581] : INFO : Epoch 1686 | loss: 0.0311066 | val_loss: 0.0311728 | Time: 1487.81 ms [2020-12-18 04:53:01 main:581] : INFO : Epoch 1687 | loss: 0.0311056 | val_loss: 0.0311748 | Time: 1474.94 ms [2020-12-18 04:53:02 main:581] : INFO : Epoch 1688 | loss: 0.0311104 | val_loss: 0.0311756 | Time: 1458.66 ms [2020-12-18 04:53:04 main:581] : INFO : Epoch 1689 | loss: 0.0311128 | val_loss: 0.0311722 | Time: 1469.87 ms [2020-12-18 04:53:05 main:581] : INFO : Epoch 1690 | loss: 0.0311099 | val_loss: 0.0311742 | Time: 1447.01 ms [2020-12-18 04:53:07 main:581] : INFO : Epoch 1691 | loss: 0.0311079 | val_loss: 0.0311761 | Time: 1424.23 ms [2020-12-18 04:53:08 main:581] : INFO : Epoch 1692 | loss: 0.0311076 | val_loss: 0.0311804 | Time: 1386.68 ms [2020-12-18 04:53:09 main:581] : INFO : Epoch 1693 | loss: 0.0311092 | val_loss: 0.0311741 | Time: 1462.67 ms [2020-12-18 04:53:11 main:581] : INFO : Epoch 1694 | loss: 0.0311032 | val_loss: 0.031178 | Time: 1436.83 ms [2020-12-18 04:53:12 main:581] : INFO : Epoch 1695 | loss: 0.031108 | val_loss: 0.0311869 | Time: 1457.93 ms [2020-12-18 04:53:14 main:581] : INFO : Epoch 1696 | loss: 0.0311091 | val_loss: 0.0311807 | Time: 1439.46 ms [2020-12-18 04:53:15 main:581] : INFO : Epoch 1697 | loss: 0.0311023 | val_loss: 0.0311779 | Time: 1424.16 ms [2020-12-18 04:53:17 main:581] : INFO : Epoch 1698 | loss: 0.0311013 | val_loss: 0.031174 | Time: 1434.83 ms [2020-12-18 04:53:18 main:581] : INFO : Epoch 1699 | loss: 0.0311113 | val_loss: 0.031179 | Time: 1416.71 ms [2020-12-18 04:53:19 main:581] : INFO : Epoch 1700 | loss: 0.0311238 | val_loss: 0.0311701 | Time: 1414.16 ms [2020-12-18 04:53:21 main:581] : INFO : Epoch 1701 | loss: 0.0311186 | val_loss: 0.0311707 | Time: 1469.2 ms [2020-12-18 04:53:22 main:581] : INFO : Epoch 1702 | loss: 0.0311117 | val_loss: 0.0311784 | Time: 1425.15 ms [2020-12-18 04:53:24 main:581] : INFO : Epoch 1703 | loss: 0.0311072 | val_loss: 0.0311794 | Time: 1472.98 ms [2020-12-18 04:53:25 main:581] : INFO : Epoch 1704 | loss: 0.0311028 | val_loss: 0.0311795 | Time: 1469.32 ms [2020-12-18 04:53:27 main:581] : INFO : Epoch 1705 | loss: 0.0311043 | val_loss: 0.0311755 | Time: 1444.31 ms [2020-12-18 04:53:28 main:581] : INFO : Epoch 1706 | loss: 0.031108 | val_loss: 0.0311726 | Time: 1463.86 ms [2020-12-18 04:53:30 main:581] : INFO : Epoch 1707 | loss: 0.0311224 | val_loss: 0.031175 | Time: 1439.36 ms [2020-12-18 04:53:31 main:581] : INFO : Epoch 1708 | loss: 0.0311124 | val_loss: 0.03117 | Time: 1449.45 ms [2020-12-18 04:53:32 main:581] : INFO : Epoch 1709 | loss: 0.0311128 | val_loss: 0.0311751 | Time: 1419.89 ms [2020-12-18 04:53:34 main:581] : INFO : Epoch 1710 | loss: 0.0311094 | val_loss: 0.0311758 | Time: 1398.8 ms [2020-12-18 04:53:35 main:581] : INFO : Epoch 1711 | loss: 0.0311089 | val_loss: 0.0311807 | Time: 1400.19 ms [2020-12-18 04:53:37 main:581] : INFO : Epoch 1712 | loss: 0.0311049 | val_loss: 0.0311776 | Time: 1396.73 ms [2020-12-18 04:53:38 main:581] : INFO : Epoch 1713 | loss: 0.0311084 | val_loss: 0.0311812 | Time: 1398.08 ms [2020-12-18 04:53:39 main:581] : INFO : Epoch 1714 | loss: 0.0311053 | val_loss: 0.0311827 | Time: 1391.88 ms [2020-12-18 04:53:41 main:581] : INFO : Epoch 1715 | loss: 0.0311057 | val_loss: 0.0311783 | Time: 1415.77 ms [2020-12-18 04:53:42 main:581] : INFO : Epoch 1716 | loss: 0.0311103 | val_loss: 0.0311826 | Time: 1419.62 ms [2020-12-18 04:53:44 main:581] : INFO : Epoch 1717 | loss: 0.0311052 | val_loss: 0.0311737 | Time: 1400.08 ms [2020-12-18 04:53:45 main:581] : INFO : Epoch 1718 | loss: 0.031103 | val_loss: 0.0311796 | Time: 1402.83 ms [2020-12-18 04:53:47 main:581] : INFO : Epoch 1719 | loss: 0.0311027 | val_loss: 0.0311733 | Time: 1449.09 ms [2020-12-18 04:53:48 main:581] : INFO : Epoch 1720 | loss: 0.0311013 | val_loss: 0.0311803 | Time: 1443.38 ms [2020-12-18 04:53:49 main:581] : INFO : Epoch 1721 | loss: 0.0310991 | val_loss: 0.0311805 | Time: 1454.66 ms [2020-12-18 04:53:51 main:581] : INFO : Epoch 1722 | loss: 0.0310989 | val_loss: 0.0311776 | Time: 1462.46 ms [2020-12-18 04:53:52 main:581] : INFO : Epoch 1723 | loss: 0.0321125 | val_loss: 0.0343847 | Time: 1489.89 ms [2020-12-18 04:53:54 main:581] : INFO : Epoch 1724 | loss: 0.0328632 | val_loss: 0.0315964 | Time: 1486.7 ms [2020-12-18 04:53:55 main:581] : INFO : Epoch 1725 | loss: 0.0314073 | val_loss: 0.031332 | Time: 1433.74 ms [2020-12-18 04:53:57 main:581] : INFO : Epoch 1726 | loss: 0.031275 | val_loss: 0.0312568 | Time: 1419.62 ms [2020-12-18 04:53:58 main:581] : INFO : Epoch 1727 | loss: 0.0312548 | val_loss: 0.0312513 | Time: 1440.37 ms [2020-12-18 04:54:00 main:581] : INFO : Epoch 1728 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1438.97 ms [2020-12-18 04:54:01 main:581] : INFO : Epoch 1729 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1460.19 ms [2020-12-18 04:54:03 main:581] : INFO : Epoch 1730 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1432.63 ms [2020-12-18 04:54:04 main:581] : INFO : Epoch 1731 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1457.37 ms [2020-12-18 04:54:05 main:581] : INFO : Epoch 1732 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1458.29 ms [2020-12-18 04:54:07 main:581] : INFO : Epoch 1733 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1465.23 ms [2020-12-18 04:54:08 main:581] : INFO : Epoch 1734 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1422.97 ms [2020-12-18 04:54:10 main:581] : INFO : Epoch 1735 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1441.24 ms [2020-12-18 04:54:11 main:581] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1445.13 ms [2020-12-18 04:54:13 main:581] : INFO : Epoch 1737 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1515.73 ms [2020-12-18 04:54:14 main:581] : INFO : Epoch 1738 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1501.16 ms [2020-12-18 04:54:16 main:581] : INFO : Epoch 1739 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1486.52 ms [2020-12-18 04:54:17 main:581] : INFO : Epoch 1740 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1472.99 ms [2020-12-18 04:54:19 main:581] : INFO : Epoch 1741 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1525.63 ms [2020-12-18 04:54:20 main:581] : INFO : Epoch 1742 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1486.88 ms [2020-12-18 04:54:22 main:581] : INFO : Epoch 1743 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1412.91 ms [2020-12-18 04:54:23 main:581] : INFO : Epoch 1744 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1466 ms [2020-12-18 04:54:25 main:581] : INFO : Epoch 1745 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1408.63 ms [2020-12-18 04:54:26 main:581] : INFO : Epoch 1746 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1448.68 ms [2020-12-18 04:54:27 main:581] : INFO : Epoch 1747 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1444.88 ms [2020-12-18 04:54:29 main:581] : INFO : Epoch 1748 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1496.39 ms [2020-12-18 04:54:30 main:581] : INFO : Epoch 1749 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1512.41 ms [2020-12-18 04:54:32 main:581] : INFO : Epoch 1750 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1514.15 ms [2020-12-18 04:54:33 main:581] : INFO : Epoch 1751 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1483.41 ms [2020-12-18 04:54:35 main:581] : INFO : Epoch 1752 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 1451.84 ms [2020-12-18 04:54:36 main:581] : INFO : Epoch 1753 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 1482.05 ms [2020-12-18 04:54:38 main:581] : INFO : Epoch 1754 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 1460.51 ms [2020-12-18 04:54:39 main:581] : INFO : Epoch 1755 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 1473.89 ms [2020-12-18 04:54:41 main:581] : INFO : Epoch 1756 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1464.65 ms [2020-12-18 04:54:42 main:581] : INFO : Epoch 1757 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 1453.17 ms [2020-12-18 04:54:44 main:581] : INFO : Epoch 1758 | loss: 0.0312475 | val_loss: 0.031249 | Time: 1437.73 ms [2020-12-18 04:54:45 main:581] : INFO : Epoch 1759 | loss: 0.0312474 | val_loss: 0.0312487 | Time: 1454.58 ms [2020-12-18 04:54:47 main:581] : INFO : Epoch 1760 | loss: 0.0312471 | val_loss: 0.0312493 | Time: 1459.83 ms [2020-12-18 04:54:48 main:581] : INFO : Epoch 1761 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 1427.31 ms [2020-12-18 04:54:49 main:581] : INFO : Epoch 1762 | loss: 0.0312464 | val_loss: 0.0312497 | Time: 1476.53 ms [2020-12-18 04:54:51 main:581] : INFO : Epoch 1763 | loss: 0.0312462 | val_loss: 0.0312484 | Time: 1435.83 ms [2020-12-18 04:54:52 main:581] : INFO : Epoch 1764 | loss: 0.031246 | val_loss: 0.0312481 | Time: 1447.53 ms [2020-12-18 04:54:54 main:581] : INFO : Epoch 1765 | loss: 0.0312456 | val_loss: 0.0312497 | Time: 1443.17 ms [2020-12-18 04:54:55 main:581] : INFO : Epoch 1766 | loss: 0.0312454 | val_loss: 0.0312477 | Time: 1475.78 ms [2020-12-18 04:54:57 main:581] : INFO : Epoch 1767 | loss: 0.0312446 | val_loss: 0.0312468 | Time: 1496.22 ms [2020-12-18 04:54:58 main:581] : INFO : Epoch 1768 | loss: 0.0312439 | val_loss: 0.0312459 | Time: 1428.79 ms [2020-12-18 04:55:00 main:581] : INFO : Epoch 1769 | loss: 0.0312439 | val_loss: 0.0312476 | Time: 1460.13 ms [2020-12-18 04:55:01 main:581] : INFO : Epoch 1770 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 1507.97 ms [2020-12-18 04:55:03 main:581] : INFO : Epoch 1771 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 1478.19 ms [2020-12-18 04:55:04 main:581] : INFO : Epoch 1772 | loss: 0.031242 | val_loss: 0.0312435 | Time: 1490.06 ms [2020-12-18 04:55:06 main:581] : INFO : Epoch 1773 | loss: 0.0312409 | val_loss: 0.0312427 | Time: 1452.49 ms [2020-12-18 04:55:07 main:581] : INFO : Epoch 1774 | loss: 0.0312402 | val_loss: 0.0312427 | Time: 1431.55 ms [2020-12-18 04:55:08 main:581] : INFO : Epoch 1775 | loss: 0.0312392 | val_loss: 0.0312427 | Time: 1435.97 ms [2020-12-18 04:55:10 main:581] : INFO : Epoch 1776 | loss: 0.0312378 | val_loss: 0.0312458 | Time: 1456.11 ms [2020-12-18 04:55:11 main:581] : INFO : Epoch 1777 | loss: 0.0312386 | val_loss: 0.0312379 | Time: 1456.6 ms [2020-12-18 04:55:13 main:581] : INFO : Epoch 1778 | loss: 0.0312342 | val_loss: 0.0312372 | Time: 1397.52 ms [2020-12-18 04:55:14 main:581] : INFO : Epoch 1779 | loss: 0.0312324 | val_loss: 0.0312362 | Time: 1423.1 ms [2020-12-18 04:55:16 main:581] : INFO : Epoch 1780 | loss: 0.031231 | val_loss: 0.0312336 | Time: 1396.04 ms [2020-12-18 04:55:17 main:581] : INFO : Epoch 1781 | loss: 0.0312312 | val_loss: 0.0312318 | Time: 1440.86 ms [2020-12-18 04:55:18 main:581] : INFO : Epoch 1782 | loss: 0.0312359 | val_loss: 0.0312304 | Time: 1449.85 ms [2020-12-18 04:55:20 main:581] : INFO : Epoch 1783 | loss: 0.0312265 | val_loss: 0.0312285 | Time: 1459.02 ms [2020-12-18 04:55:21 main:581] : INFO : Epoch 1784 | loss: 0.0312291 | val_loss: 0.0312286 | Time: 1469.36 ms [2020-12-18 04:55:23 main:581] : INFO : Epoch 1785 | loss: 0.0312231 | val_loss: 0.031227 | Time: 1434.02 ms [2020-12-18 04:55:24 main:581] : INFO : Epoch 1786 | loss: 0.0312234 | val_loss: 0.0312268 | Time: 1433.81 ms [2020-12-18 04:55:26 main:581] : INFO : Epoch 1787 | loss: 0.0312244 | val_loss: 0.0312275 | Time: 1467.56 ms [2020-12-18 04:55:27 main:581] : INFO : Epoch 1788 | loss: 0.0312224 | val_loss: 0.0312248 | Time: 1426.58 ms [2020-12-18 04:55:29 main:581] : INFO : Epoch 1789 | loss: 0.0312186 | val_loss: 0.0312228 | Time: 1471.72 ms [2020-12-18 04:55:30 main:581] : INFO : Epoch 1790 | loss: 0.0312217 | val_loss: 0.0312232 | Time: 1461.88 ms [2020-12-18 04:55:32 main:581] : INFO : Epoch 1791 | loss: 0.0312186 | val_loss: 0.0312164 | Time: 1486.82 ms [2020-12-18 04:55:33 main:581] : INFO : Epoch 1792 | loss: 0.031217 | val_loss: 0.0312248 | Time: 1489.43 ms [2020-12-18 04:55:35 main:581] : INFO : Epoch 1793 | loss: 0.0312156 | val_loss: 0.0312181 | Time: 1455.53 ms [2020-12-18 04:55:36 main:581] : INFO : Epoch 1794 | loss: 0.0312188 | val_loss: 0.0312146 | Time: 1417.5 ms [2020-12-18 04:55:37 main:581] : INFO : Epoch 1795 | loss: 0.0312186 | val_loss: 0.0312132 | Time: 1417.06 ms [2020-12-18 04:55:39 main:581] : INFO : Epoch 1796 | loss: 0.0312121 | val_loss: 0.0312152 | Time: 1458.52 ms [2020-12-18 04:55:40 main:581] : INFO : Epoch 1797 | loss: 0.0312202 | val_loss: 0.0312116 | Time: 1466.93 ms [2020-12-18 04:55:42 main:581] : INFO : Epoch 1798 | loss: 0.0312235 | val_loss: 0.0312261 | Time: 1461.92 ms [2020-12-18 04:55:43 main:581] : INFO : Epoch 1799 | loss: 0.031213 | val_loss: 0.031211 | Time: 1447.94 ms [2020-12-18 04:55:45 main:581] : INFO : Epoch 1800 | loss: 0.0312088 | val_loss: 0.0312183 | Time: 1486.29 ms [2020-12-18 04:55:46 main:581] : INFO : Epoch 1801 | loss: 0.031213 | val_loss: 0.0312126 | Time: 1483.85 ms [2020-12-18 04:55:48 main:581] : INFO : Epoch 1802 | loss: 0.0312099 | val_loss: 0.0312092 | Time: 1481.1 ms [2020-12-18 04:55:49 main:581] : INFO : Epoch 1803 | loss: 0.0312102 | val_loss: 0.0312092 | Time: 1473.88 ms [2020-12-18 04:55:51 main:581] : INFO : Epoch 1804 | loss: 0.0312057 | val_loss: 0.0312099 | Time: 1446.39 ms [2020-12-18 04:55:52 main:581] : INFO : Epoch 1805 | loss: 0.0312063 | val_loss: 0.031209 | Time: 1515.62 ms [2020-12-18 04:55:54 main:581] : INFO : Epoch 1806 | loss: 0.0312074 | val_loss: 0.0312078 | Time: 1478.88 ms [2020-12-18 04:55:55 main:581] : INFO : Epoch 1807 | loss: 0.0312054 | val_loss: 0.0312067 | Time: 1491 ms [2020-12-18 04:55:57 main:581] : INFO : Epoch 1808 | loss: 0.0312068 | val_loss: 0.0312117 | Time: 1473.96 ms [2020-12-18 04:55:58 main:581] : INFO : Epoch 1809 | loss: 0.0312051 | val_loss: 0.0312077 | Time: 1484.1 ms [2020-12-18 04:55:59 main:581] : INFO : Epoch 1810 | loss: 0.0312067 | val_loss: 0.0312067 | Time: 1499.11 ms [2020-12-18 04:56:01 main:581] : INFO : Epoch 1811 | loss: 0.0312072 | val_loss: 0.0312065 | Time: 1419.88 ms [2020-12-18 04:56:02 main:581] : INFO : Epoch 1812 | loss: 0.0312026 | val_loss: 0.0312085 | Time: 1483.3 ms [2020-12-18 04:56:04 main:581] : INFO : Epoch 1813 | loss: 0.0312028 | val_loss: 0.0312042 | Time: 1456.06 ms [2020-12-18 04:56:05 main:581] : INFO : Epoch 1814 | loss: 0.0312024 | val_loss: 0.0312047 | Time: 1514.51 ms [2020-12-18 04:56:07 main:581] : INFO : Epoch 1815 | loss: 0.0312009 | val_loss: 0.0312025 | Time: 1519.51 ms [2020-12-18 04:56:08 main:581] : INFO : Epoch 1816 | loss: 0.0312001 | val_loss: 0.0312029 | Time: 1464.91 ms [2020-12-18 04:56:10 main:581] : INFO : Epoch 1817 | loss: 0.0311998 | val_loss: 0.0312026 | Time: 1443.31 ms [2020-12-18 04:56:11 main:581] : INFO : Epoch 1818 | loss: 0.0312009 | val_loss: 0.031201 | Time: 1479.77 ms [2020-12-18 04:56:13 main:581] : INFO : Epoch 1819 | loss: 0.0311989 | val_loss: 0.0312009 | Time: 1460.12 ms [2020-12-18 04:56:14 main:581] : INFO : Epoch 1820 | loss: 0.0311979 | val_loss: 0.0312007 | Time: 1498.18 ms [2020-12-18 04:56:16 main:581] : INFO : Epoch 1821 | loss: 0.031199 | val_loss: 0.0312017 | Time: 1460.02 ms [2020-12-18 04:56:17 main:581] : INFO : Epoch 1822 | loss: 0.0312001 | val_loss: 0.0311989 | Time: 1436.17 ms [2020-12-18 04:56:19 main:581] : INFO : Epoch 1823 | loss: 0.0311968 | val_loss: 0.0311989 | Time: 1457.67 ms [2020-12-18 04:56:20 main:581] : INFO : Epoch 1824 | loss: 0.0312034 | val_loss: 0.0312132 | Time: 1427.01 ms [2020-12-18 04:56:21 main:581] : INFO : Epoch 1825 | loss: 0.0311992 | val_loss: 0.0311977 | Time: 1471.23 ms [2020-12-18 04:56:23 main:581] : INFO : Epoch 1826 | loss: 0.0311961 | val_loss: 0.0311979 | Time: 1432.65 ms [2020-12-18 04:56:24 main:581] : INFO : Epoch 1827 | loss: 0.0311955 | val_loss: 0.0311981 | Time: 1429.44 ms [2020-12-18 04:56:26 main:581] : INFO : Epoch 1828 | loss: 0.0311952 | val_loss: 0.0311984 | Time: 1409.43 ms [2020-12-18 04:56:27 main:581] : INFO : Epoch 1829 | loss: 0.0311971 | val_loss: 0.0311995 | Time: 1431.65 ms [2020-12-18 04:56:29 main:581] : INFO : Epoch 1830 | loss: 0.0311963 | val_loss: 0.031197 | Time: 1424.7 ms [2020-12-18 04:56:30 main:581] : INFO : Epoch 1831 | loss: 0.0311936 | val_loss: 0.0311964 | Time: 1467.39 ms [2020-12-18 04:56:32 main:581] : INFO : Epoch 1832 | loss: 0.0311939 | val_loss: 0.0311968 | Time: 1463.69 ms [2020-12-18 04:56:33 main:581] : INFO : Epoch 1833 | loss: 0.0311932 | val_loss: 0.0311949 | Time: 1426.54 ms [2020-12-18 04:56:34 main:581] : INFO : Epoch 1834 | loss: 0.0311957 | val_loss: 0.0312067 | Time: 1408.07 ms [2020-12-18 04:56:36 main:581] : INFO : Epoch 1835 | loss: 0.0311985 | val_loss: 0.031194 | Time: 1423.06 ms [2020-12-18 04:56:37 main:581] : INFO : Epoch 1836 | loss: 0.0311927 | val_loss: 0.0311937 | Time: 1412.47 ms [2020-12-18 04:56:39 main:581] : INFO : Epoch 1837 | loss: 0.0311921 | val_loss: 0.0311969 | Time: 1417.7 ms [2020-12-18 04:56:40 main:581] : INFO : Epoch 1838 | loss: 0.0311926 | val_loss: 0.0311951 | Time: 1431.02 ms [2020-12-18 04:56:42 main:581] : INFO : Epoch 1839 | loss: 0.0311927 | val_loss: 0.0311984 | Time: 1445.27 ms [2020-12-18 04:56:43 main:581] : INFO : Epoch 1840 | loss: 0.0311957 | val_loss: 0.0311949 | Time: 1430.42 ms [2020-12-18 04:56:44 main:581] : INFO : Epoch 1841 | loss: 0.0311904 | val_loss: 0.0311906 | Time: 1418.61 ms [2020-12-18 04:56:46 main:581] : INFO : Epoch 1842 | loss: 0.0311913 | val_loss: 0.0311904 | Time: 1439.7 ms [2020-12-18 04:56:47 main:581] : INFO : Epoch 1843 | loss: 0.0311891 | val_loss: 0.0311903 | Time: 1429.74 ms [2020-12-18 04:56:49 main:581] : INFO : Epoch 1844 | loss: 0.0311899 | val_loss: 0.0311894 | Time: 1456.6 ms [2020-12-18 04:56:50 main:581] : INFO : Epoch 1845 | loss: 0.031192 | val_loss: 0.0311995 | Time: 1458.33 ms [2020-12-18 04:56:52 main:581] : INFO : Epoch 1846 | loss: 0.0311958 | val_loss: 0.0311958 | Time: 1435.39 ms [2020-12-18 04:56:53 main:581] : INFO : Epoch 1847 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 1404.87 ms [2020-12-18 04:56:54 main:581] : INFO : Epoch 1848 | loss: 0.0311956 | val_loss: 0.0311983 | Time: 1421.58 ms [2020-12-18 04:56:56 main:581] : INFO : Epoch 1849 | loss: 0.031192 | val_loss: 0.0311971 | Time: 1479.83 ms [2020-12-18 04:56:57 main:581] : INFO : Epoch 1850 | loss: 0.0311946 | val_loss: 0.0311959 | Time: 1469.56 ms [2020-12-18 04:56:59 main:581] : INFO : Epoch 1851 | loss: 0.0311929 | val_loss: 0.0311976 | Time: 1424.63 ms [2020-12-18 04:57:00 main:581] : INFO : Epoch 1852 | loss: 0.0311926 | val_loss: 0.0311913 | Time: 1456.16 ms [2020-12-18 04:57:02 main:581] : INFO : Epoch 1853 | loss: 0.031187 | val_loss: 0.0311872 | Time: 1482.6 ms [2020-12-18 04:57:03 main:581] : INFO : Epoch 1854 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 1476.73 ms [2020-12-18 04:57:05 main:581] : INFO : Epoch 1855 | loss: 0.0311869 | val_loss: 0.0311893 | Time: 1434.07 ms [2020-12-18 04:57:06 main:581] : INFO : Epoch 1856 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 1439.8 ms [2020-12-18 04:57:08 main:581] : INFO : Epoch 1857 | loss: 0.0311851 | val_loss: 0.0311861 | Time: 1442.34 ms [2020-12-18 04:57:09 main:581] : INFO : Epoch 1858 | loss: 0.0311856 | val_loss: 0.031188 | Time: 1475.16 ms [2020-12-18 04:57:10 main:581] : INFO : Epoch 1859 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 1471.99 ms [2020-12-18 04:57:12 main:581] : INFO : Epoch 1860 | loss: 0.0311865 | val_loss: 0.0311857 | Time: 1462.36 ms [2020-12-18 04:57:13 main:581] : INFO : Epoch 1861 | loss: 0.0311858 | val_loss: 0.0311868 | Time: 1398.56 ms [2020-12-18 04:57:15 main:581] : INFO : Epoch 1862 | loss: 0.0311863 | val_loss: 0.0311856 | Time: 1431.59 ms [2020-12-18 04:57:16 main:581] : INFO : Epoch 1863 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 1425.87 ms [2020-12-18 04:57:18 main:581] : INFO : Epoch 1864 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 1439.85 ms [2020-12-18 04:57:19 main:581] : INFO : Epoch 1865 | loss: 0.0311842 | val_loss: 0.0311866 | Time: 1486.34 ms [2020-12-18 04:57:21 main:581] : INFO : Epoch 1866 | loss: 0.0311836 | val_loss: 0.0311858 | Time: 1491.4 ms [2020-12-18 04:57:22 main:581] : INFO : Epoch 1867 | loss: 0.0311855 | val_loss: 0.031187 | Time: 1460.35 ms [2020-12-18 04:57:24 main:581] : INFO : Epoch 1868 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 1459.18 ms [2020-12-18 04:57:25 main:581] : INFO : Epoch 1869 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 1488.2 ms [2020-12-18 04:57:26 main:581] : INFO : Epoch 1870 | loss: 0.0311894 | val_loss: 0.0311904 | Time: 1394.27 ms [2020-12-18 04:57:28 main:581] : INFO : Epoch 1871 | loss: 0.0311897 | val_loss: 0.031186 | Time: 1394.3 ms [2020-12-18 04:57:29 main:581] : INFO : Epoch 1872 | loss: 0.0311827 | val_loss: 0.031184 | Time: 1457.2 ms [2020-12-18 04:57:31 main:581] : INFO : Epoch 1873 | loss: 0.0311826 | val_loss: 0.0311827 | Time: 1467.02 ms [2020-12-18 04:57:32 main:581] : INFO : Epoch 1874 | loss: 0.0311828 | val_loss: 0.0311902 | Time: 1405.39 ms [2020-12-18 04:57:34 main:581] : INFO : Epoch 1875 | loss: 0.0311837 | val_loss: 0.0311826 | Time: 1443.52 ms [2020-12-18 04:57:35 main:581] : INFO : Epoch 1876 | loss: 0.0311816 | val_loss: 0.0311821 | Time: 1484.09 ms [2020-12-18 04:57:37 main:581] : INFO : Epoch 1877 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 1452.08 ms [2020-12-18 04:57:38 main:581] : INFO : Epoch 1878 | loss: 0.0311845 | val_loss: 0.0311953 | Time: 1461.81 ms [2020-12-18 04:57:39 main:581] : INFO : Epoch 1879 | loss: 0.0311868 | val_loss: 0.0311854 | Time: 1484.37 ms [2020-12-18 04:57:41 main:581] : INFO : Epoch 1880 | loss: 0.0311844 | val_loss: 0.0311819 | Time: 1455.8 ms [2020-12-18 04:57:42 main:581] : INFO : Epoch 1881 | loss: 0.0311809 | val_loss: 0.031182 | Time: 1443.26 ms [2020-12-18 04:57:44 main:581] : INFO : Epoch 1882 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 1445.11 ms [2020-12-18 04:57:45 main:581] : INFO : Epoch 1883 | loss: 0.0311818 | val_loss: 0.0311948 | Time: 1476.32 ms [2020-12-18 04:57:47 main:581] : INFO : Epoch 1884 | loss: 0.0311829 | val_loss: 0.0311814 | Time: 1444.71 ms [2020-12-18 04:57:48 main:581] : INFO : Epoch 1885 | loss: 0.0311803 | val_loss: 0.0311822 | Time: 1504.34 ms [2020-12-18 04:57:50 main:581] : INFO : Epoch 1886 | loss: 0.0311795 | val_loss: 0.0311857 | Time: 1491.6 ms [2020-12-18 04:57:51 main:581] : INFO : Epoch 1887 | loss: 0.0311808 | val_loss: 0.0311906 | Time: 1448.42 ms [2020-12-18 04:57:53 main:581] : INFO : Epoch 1888 | loss: 0.0311816 | val_loss: 0.0311875 | Time: 1483.38 ms [2020-12-18 04:57:54 main:581] : INFO : Epoch 1889 | loss: 0.0311811 | val_loss: 0.0311829 | Time: 1483.24 ms [2020-12-18 04:57:56 main:581] : INFO : Epoch 1890 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 1488.1 ms [2020-12-18 04:57:57 main:581] : INFO : Epoch 1891 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 1482.17 ms [2020-12-18 04:57:59 main:581] : INFO : Epoch 1892 | loss: 0.0311818 | val_loss: 0.0311816 | Time: 1443.66 ms [2020-12-18 04:58:00 main:581] : INFO : Epoch 1893 | loss: 0.0311807 | val_loss: 0.0311805 | Time: 1468.81 ms [2020-12-18 04:58:01 main:581] : INFO : Epoch 1894 | loss: 0.0311792 | val_loss: 0.0311805 | Time: 1431.83 ms [2020-12-18 04:58:03 main:581] : INFO : Epoch 1895 | loss: 0.0311781 | val_loss: 0.0311801 | Time: 1442.03 ms [2020-12-18 04:58:04 main:581] : INFO : Epoch 1896 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 1398.77 ms [2020-12-18 04:58:06 main:581] : INFO : Epoch 1897 | loss: 0.0311795 | val_loss: 0.0311803 | Time: 1415.77 ms [2020-12-18 04:58:07 main:581] : INFO : Epoch 1898 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 1482.64 ms [2020-12-18 04:58:09 main:581] : INFO : Epoch 1899 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 1512.24 ms [2020-12-18 04:58:10 main:581] : INFO : Epoch 1900 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1512.29 ms [2020-12-18 04:58:12 main:581] : INFO : Epoch 1901 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 1437.52 ms [2020-12-18 04:58:13 main:581] : INFO : Epoch 1902 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 1462.89 ms [2020-12-18 04:58:15 main:581] : INFO : Epoch 1903 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 1440.18 ms [2020-12-18 04:58:16 main:581] : INFO : Epoch 1904 | loss: 0.0311771 | val_loss: 0.0311793 | Time: 1444.35 ms [2020-12-18 04:58:17 main:581] : INFO : Epoch 1905 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 1451.02 ms [2020-12-18 04:58:19 main:581] : INFO : Epoch 1906 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 1477.96 ms [2020-12-18 04:58:20 main:581] : INFO : Epoch 1907 | loss: 0.0311794 | val_loss: 0.0311798 | Time: 1490.16 ms [2020-12-18 04:58:22 main:581] : INFO : Epoch 1908 | loss: 0.0311765 | val_loss: 0.0311799 | Time: 1502.12 ms [2020-12-18 04:58:23 main:581] : INFO : Epoch 1909 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 1476.81 ms [2020-12-18 04:58:25 main:581] : INFO : Epoch 1910 | loss: 0.0311763 | val_loss: 0.0311793 | Time: 1488.06 ms [2020-12-18 04:58:26 main:581] : INFO : Epoch 1911 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 1455.97 ms [2020-12-18 04:58:28 main:581] : INFO : Epoch 1912 | loss: 0.031183 | val_loss: 0.0311819 | Time: 1488.35 ms [2020-12-18 04:58:29 main:581] : INFO : Epoch 1913 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 1480.91 ms [2020-12-18 04:58:31 main:581] : INFO : Epoch 1914 | loss: 0.0311762 | val_loss: 0.0311788 | Time: 1482.97 ms [2020-12-18 04:58:32 main:581] : INFO : Epoch 1915 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 1457.8 ms [2020-12-18 04:58:34 main:581] : INFO : Epoch 1916 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 1430.08 ms [2020-12-18 04:58:35 main:581] : INFO : Epoch 1917 | loss: 0.0311817 | val_loss: 0.0311804 | Time: 1435.63 ms [2020-12-18 04:58:37 main:581] : INFO : Epoch 1918 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 1434.62 ms [2020-12-18 04:58:38 main:581] : INFO : Epoch 1919 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 1470.61 ms [2020-12-18 04:58:39 main:581] : INFO : Epoch 1920 | loss: 0.0311762 | val_loss: 0.031182 | Time: 1457.4 ms [2020-12-18 04:58:41 main:581] : INFO : Epoch 1921 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 1429.48 ms [2020-12-18 04:58:42 main:581] : INFO : Epoch 1922 | loss: 0.0311768 | val_loss: 0.0311858 | Time: 1428.37 ms [2020-12-18 04:58:44 main:581] : INFO : Epoch 1923 | loss: 0.0311772 | val_loss: 0.0311813 | Time: 1489.75 ms [2020-12-18 04:58:45 main:581] : INFO : Epoch 1924 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 1481.7 ms [2020-12-18 04:58:47 main:581] : INFO : Epoch 1925 | loss: 0.0311747 | val_loss: 0.0311825 | Time: 1518.92 ms [2020-12-18 04:58:48 main:581] : INFO : Epoch 1926 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 1473.14 ms [2020-12-18 04:58:50 main:581] : INFO : Epoch 1927 | loss: 0.031174 | val_loss: 0.0311802 | Time: 1469.8 ms [2020-12-18 04:58:51 main:581] : INFO : Epoch 1928 | loss: 0.0311747 | val_loss: 0.0311783 | Time: 1460.6 ms [2020-12-18 04:58:53 main:581] : INFO : Epoch 1929 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 1448.6 ms [2020-12-18 04:58:54 main:581] : INFO : Epoch 1930 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 1449.69 ms [2020-12-18 04:58:56 main:581] : INFO : Epoch 1931 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 1496.19 ms [2020-12-18 04:58:57 main:581] : INFO : Epoch 1932 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 1432.43 ms [2020-12-18 04:58:59 main:581] : INFO : Epoch 1933 | loss: 0.0311757 | val_loss: 0.0311809 | Time: 1451.08 ms [2020-12-18 04:59:00 main:581] : INFO : Epoch 1934 | loss: 0.0311779 | val_loss: 0.0311905 | Time: 1493.79 ms [2020-12-18 04:59:02 main:581] : INFO : Epoch 1935 | loss: 0.0311776 | val_loss: 0.031178 | Time: 1504.29 ms [2020-12-18 04:59:03 main:581] : INFO : Epoch 1936 | loss: 0.0311767 | val_loss: 0.0311837 | Time: 1509.17 ms [2020-12-18 04:59:05 main:581] : INFO : Epoch 1937 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 1492.71 ms [2020-12-18 04:59:06 main:581] : INFO : Epoch 1938 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 1506.74 ms [2020-12-18 04:59:07 main:581] : INFO : Epoch 1939 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 1448.6 ms [2020-12-18 04:59:09 main:581] : INFO : Epoch 1940 | loss: 0.0311763 | val_loss: 0.03118 | Time: 1477.97 ms [2020-12-18 04:59:10 main:581] : INFO : Epoch 1941 | loss: 0.0311735 | val_loss: 0.0311781 | Time: 1483.36 ms [2020-12-18 04:59:12 main:581] : INFO : Epoch 1942 | loss: 0.0311762 | val_loss: 0.0311807 | Time: 1474.41 ms [2020-12-18 04:59:13 main:581] : INFO : Epoch 1943 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 1474.58 ms [2020-12-18 04:59:15 main:581] : INFO : Epoch 1944 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 1462.41 ms [2020-12-18 04:59:16 main:581] : INFO : Epoch 1945 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 1467.2 ms [2020-12-18 04:59:18 main:581] : INFO : Epoch 1946 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 1467.15 ms [2020-12-18 04:59:19 main:581] : INFO : Epoch 1947 | loss: 0.0311732 | val_loss: 0.0311776 | Time: 1472.08 ms [2020-12-18 04:59:21 main:581] : INFO : Epoch 1948 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 1456.8 ms [2020-12-18 04:59:22 main:581] : INFO : Epoch 1949 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 1480.93 ms [2020-12-18 04:59:24 main:581] : INFO : Epoch 1950 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 1491.56 ms [2020-12-18 04:59:25 main:581] : INFO : Epoch 1951 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 1474.54 ms [2020-12-18 04:59:27 main:581] : INFO : Epoch 1952 | loss: 0.0311753 | val_loss: 0.031182 | Time: 1441.17 ms [2020-12-18 04:59:28 main:581] : INFO : Epoch 1953 | loss: 0.0311762 | val_loss: 0.0311943 | Time: 1430.72 ms [2020-12-18 04:59:29 main:581] : INFO : Epoch 1954 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 1439.46 ms [2020-12-18 04:59:31 main:581] : INFO : Epoch 1955 | loss: 0.0311767 | val_loss: 0.0311863 | Time: 1422.36 ms [2020-12-18 04:59:32 main:581] : INFO : Epoch 1956 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 1432.58 ms [2020-12-18 04:59:34 main:581] : INFO : Epoch 1957 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 1452.57 ms [2020-12-18 04:59:35 main:581] : INFO : Epoch 1958 | loss: 0.0311725 | val_loss: 0.0311788 | Time: 1455.08 ms [2020-12-18 04:59:37 main:581] : INFO : Epoch 1959 | loss: 0.0311724 | val_loss: 0.0311781 | Time: 1394.31 ms [2020-12-18 04:59:38 main:581] : INFO : Epoch 1960 | loss: 0.0311731 | val_loss: 0.0311852 | Time: 1509.47 ms [2020-12-18 04:59:40 main:581] : INFO : Epoch 1961 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 1496.06 ms [2020-12-18 04:59:41 main:581] : INFO : Epoch 1962 | loss: 0.031172 | val_loss: 0.031179 | Time: 1501.97 ms [2020-12-18 04:59:43 main:581] : INFO : Epoch 1963 | loss: 0.031172 | val_loss: 0.0311784 | Time: 1508.25 ms [2020-12-18 04:59:44 main:581] : INFO : Epoch 1964 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 1491.03 ms [2020-12-18 04:59:46 main:581] : INFO : Epoch 1965 | loss: 0.031171 | val_loss: 0.0311772 | Time: 1464.16 ms [2020-12-18 04:59:47 main:581] : INFO : Epoch 1966 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 1462.04 ms [2020-12-18 04:59:49 main:581] : INFO : Epoch 1967 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 1458.69 ms [2020-12-18 04:59:50 main:581] : INFO : Epoch 1968 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 1439.43 ms [2020-12-18 04:59:51 main:581] : INFO : Epoch 1969 | loss: 0.0311766 | val_loss: 0.0311836 | Time: 1440.37 ms [2020-12-18 04:59:53 main:581] : INFO : Epoch 1970 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 1445.88 ms [2020-12-18 04:59:54 main:581] : INFO : Epoch 1971 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 1478.64 ms [2020-12-18 04:59:56 main:581] : INFO : Epoch 1972 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 1423.54 ms [2020-12-18 04:59:57 main:581] : INFO : Epoch 1973 | loss: 0.0311734 | val_loss: 0.031176 | Time: 1464.7 ms [2020-12-18 04:59:59 main:581] : INFO : Epoch 1974 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 1496.26 ms [2020-12-18 05:00:00 main:581] : INFO : Epoch 1975 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 1423.29 ms [2020-12-18 05:00:02 main:581] : INFO : Epoch 1976 | loss: 0.0311724 | val_loss: 0.0311765 | Time: 1433.51 ms [2020-12-18 05:00:03 main:581] : INFO : Epoch 1977 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 1471.42 ms [2020-12-18 05:00:05 main:581] : INFO : Epoch 1978 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 1491.89 ms [2020-12-18 05:00:06 main:581] : INFO : Epoch 1979 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 1450.96 ms [2020-12-18 05:00:07 main:581] : INFO : Epoch 1980 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 1447.04 ms [2020-12-18 05:00:09 main:581] : INFO : Epoch 1981 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1436.05 ms [2020-12-18 05:00:10 main:581] : INFO : Epoch 1982 | loss: 0.0311701 | val_loss: 0.031177 | Time: 1415.58 ms [2020-12-18 05:00:12 main:581] : INFO : Epoch 1983 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 1428.47 ms [2020-12-18 05:00:13 main:581] : INFO : Epoch 1984 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 1469.17 ms [2020-12-18 05:00:15 main:581] : INFO : Epoch 1985 | loss: 0.0311726 | val_loss: 0.0311803 | Time: 1470.31 ms [2020-12-18 05:00:16 main:581] : INFO : Epoch 1986 | loss: 0.0311743 | val_loss: 0.0312031 | Time: 1456.77 ms [2020-12-18 05:00:18 main:581] : INFO : Epoch 1987 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 1492.68 ms [2020-12-18 05:00:19 main:581] : INFO : Epoch 1988 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1423.91 ms [2020-12-18 05:00:20 main:581] : INFO : Epoch 1989 | loss: 0.0311713 | val_loss: 0.031177 | Time: 1441.65 ms [2020-12-18 05:00:22 main:581] : INFO : Epoch 1990 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1456.22 ms [2020-12-18 05:00:23 main:581] : INFO : Epoch 1991 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 1423.94 ms [2020-12-18 05:00:25 main:581] : INFO : Epoch 1992 | loss: 0.031169 | val_loss: 0.0311788 | Time: 1447.55 ms [2020-12-18 05:00:26 main:581] : INFO : Epoch 1993 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 1453.23 ms [2020-12-18 05:00:28 main:581] : INFO : Epoch 1994 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1441.81 ms [2020-12-18 05:00:29 main:581] : INFO : Epoch 1995 | loss: 0.0311696 | val_loss: 0.0311799 | Time: 1464.08 ms [2020-12-18 05:00:31 main:581] : INFO : Epoch 1996 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 1485.86 ms [2020-12-18 05:00:32 main:581] : INFO : Epoch 1997 | loss: 0.0311704 | val_loss: 0.0311829 | Time: 1464.41 ms [2020-12-18 05:00:34 main:581] : INFO : Epoch 1998 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 1461.57 ms [2020-12-18 05:00:35 main:581] : INFO : Epoch 1999 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 1469.92 ms [2020-12-18 05:00:36 main:581] : INFO : Epoch 2000 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 1450.28 ms [2020-12-18 05:00:38 main:581] : INFO : Epoch 2001 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 1489.86 ms [2020-12-18 05:00:39 main:581] : INFO : Epoch 2002 | loss: 0.0311674 | val_loss: 0.0311774 | Time: 1462.04 ms [2020-12-18 05:00:41 main:581] : INFO : Epoch 2003 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 1476.08 ms [2020-12-18 05:00:42 main:581] : INFO : Epoch 2004 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 1478.01 ms [2020-12-18 05:00:44 main:581] : INFO : Epoch 2005 | loss: 0.0311684 | val_loss: 0.0311828 | Time: 1448.32 ms [2020-12-18 05:00:45 main:581] : INFO : Epoch 2006 | loss: 0.0311687 | val_loss: 0.0311757 | Time: 1418.49 ms [2020-12-18 05:00:47 main:581] : INFO : Epoch 2007 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 1401.97 ms [2020-12-18 05:00:48 main:581] : INFO : Epoch 2008 | loss: 0.0311676 | val_loss: 0.031176 | Time: 1434.05 ms [2020-12-18 05:00:50 main:581] : INFO : Epoch 2009 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 1481.73 ms [2020-12-18 05:00:51 main:581] : INFO : Epoch 2010 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 1475.6 ms [2020-12-18 05:00:53 main:581] : INFO : Epoch 2011 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 1506.19 ms [2020-12-18 05:00:54 main:581] : INFO : Epoch 2012 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 1479.61 ms [2020-12-18 05:00:55 main:581] : INFO : Epoch 2013 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 1440.78 ms [2020-12-18 05:00:57 main:581] : INFO : Epoch 2014 | loss: 0.0311684 | val_loss: 0.0311781 | Time: 1490.08 ms [2020-12-18 05:00:58 main:581] : INFO : Epoch 2015 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 1451.3 ms [2020-12-18 05:01:00 main:581] : INFO : Epoch 2016 | loss: 0.031167 | val_loss: 0.0311761 | Time: 1442.67 ms [2020-12-18 05:01:01 main:581] : INFO : Epoch 2017 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1458.23 ms [2020-12-18 05:01:03 main:581] : INFO : Epoch 2018 | loss: 0.0311663 | val_loss: 0.0311766 | Time: 1430.93 ms [2020-12-18 05:01:04 main:581] : INFO : Epoch 2019 | loss: 0.0311659 | val_loss: 0.0311768 | Time: 1443.18 ms [2020-12-18 05:01:06 main:581] : INFO : Epoch 2020 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 1492.05 ms [2020-12-18 05:01:07 main:581] : INFO : Epoch 2021 | loss: 0.0311664 | val_loss: 0.0311762 | Time: 1477.11 ms [2020-12-18 05:01:09 main:581] : INFO : Epoch 2022 | loss: 0.0311669 | val_loss: 0.0311765 | Time: 1468.69 ms [2020-12-18 05:01:10 main:581] : INFO : Epoch 2023 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 1489.97 ms [2020-12-18 05:01:12 main:581] : INFO : Epoch 2024 | loss: 0.0311658 | val_loss: 0.031177 | Time: 1478.58 ms [2020-12-18 05:01:13 main:581] : INFO : Epoch 2025 | loss: 0.0311658 | val_loss: 0.031177 | Time: 1462.22 ms [2020-12-18 05:01:15 main:581] : INFO : Epoch 2026 | loss: 0.031166 | val_loss: 0.0311763 | Time: 1476.91 ms [2020-12-18 05:01:16 main:581] : INFO : Epoch 2027 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 1482.97 ms [2020-12-18 05:01:17 main:581] : INFO : Epoch 2028 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 1468.61 ms [2020-12-18 05:01:19 main:581] : INFO : Epoch 2029 | loss: 0.0311652 | val_loss: 0.0311772 | Time: 1444.83 ms [2020-12-18 05:01:20 main:581] : INFO : Epoch 2030 | loss: 0.0311697 | val_loss: 0.0311867 | Time: 1495.48 ms [2020-12-18 05:01:22 main:581] : INFO : Epoch 2031 | loss: 0.0311754 | val_loss: 0.031195 | Time: 1436.75 ms [2020-12-18 05:01:23 main:581] : INFO : Epoch 2032 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 1438.72 ms [2020-12-18 05:01:25 main:581] : INFO : Epoch 2033 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 1458.65 ms [2020-12-18 05:01:26 main:581] : INFO : Epoch 2034 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 1434.73 ms [2020-12-18 05:01:28 main:581] : INFO : Epoch 2035 | loss: 0.0311663 | val_loss: 0.0311774 | Time: 1429.79 ms [2020-12-18 05:01:29 main:581] : INFO : Epoch 2036 | loss: 0.0311665 | val_loss: 0.031177 | Time: 1444.97 ms [2020-12-18 05:01:31 main:581] : INFO : Epoch 2037 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 1459.85 ms [2020-12-18 05:01:32 main:581] : INFO : Epoch 2038 | loss: 0.0311677 | val_loss: 0.0311814 | Time: 1453.43 ms [2020-12-18 05:01:33 main:581] : INFO : Epoch 2039 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 1413 ms [2020-12-18 05:01:35 main:581] : INFO : Epoch 2040 | loss: 0.0311669 | val_loss: 0.0311779 | Time: 1462.84 ms [2020-12-18 05:01:36 main:581] : INFO : Epoch 2041 | loss: 0.0311663 | val_loss: 0.0311762 | Time: 1433.97 ms [2020-12-18 05:01:38 main:581] : INFO : Epoch 2042 | loss: 0.0311644 | val_loss: 0.031177 | Time: 1447.11 ms [2020-12-18 05:01:39 main:581] : INFO : Epoch 2043 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 1487.66 ms [2020-12-18 05:01:41 main:581] : INFO : Epoch 2044 | loss: 0.0311653 | val_loss: 0.031176 | Time: 1471.05 ms [2020-12-18 05:01:42 main:581] : INFO : Epoch 2045 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 1447.39 ms [2020-12-18 05:01:44 main:581] : INFO : Epoch 2046 | loss: 0.0311644 | val_loss: 0.0311764 | Time: 1417.79 ms [2020-12-18 05:01:45 main:581] : INFO : Epoch 2047 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 1441.78 ms [2020-12-18 05:01:46 main:581] : INFO : Epoch 2048 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 1435.87 ms [2020-12-18 05:01:46 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311777 [2020-12-18 05:01:46 main:610] : INFO : Saving end state to config to file [2020-12-18 05:01:46 main:615] : INFO : Success, exiting.. 05:01:46 (2855239): 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)