Task 3364196
| Name | ParityModified-1608176147-9379-0_1 |
| Workunit | 1584125 |
| Created | 20 Dec 2020, 10:47:26 UTC |
| Sent | 20 Dec 2020, 11:18:11 UTC |
| Report deadline | 28 Dec 2020, 11:18:11 UTC |
| Received | 21 Dec 2020, 0:16:08 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 49 min 50 sec |
| CPU time | 49 min 46 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>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 81 | val_loss: 0.0312082 | Time: 1434.9 ms [2020-12-20 18:53:05 main:581] : INFO : Epoch 1524 | loss: 0.0311585 | val_loss: 0.0311941 | Time: 1494 ms [2020-12-20 18:53:07 main:581] : INFO : Epoch 1525 | loss: 0.0311581 | val_loss: 0.031196 | Time: 1500.94 ms [2020-12-20 18:53:08 main:581] : INFO : Epoch 1526 | loss: 0.0311609 | val_loss: 0.0312069 | Time: 1490.83 ms [2020-12-20 18:53:10 main:581] : INFO : Epoch 1527 | loss: 0.0311617 | val_loss: 0.0311965 | Time: 1467.02 ms [2020-12-20 18:53:11 main:581] : INFO : Epoch 1528 | loss: 0.0311491 | val_loss: 0.0311912 | Time: 1475.29 ms [2020-12-20 18:53:13 main:581] : INFO : Epoch 1529 | loss: 0.0311483 | val_loss: 0.0311935 | Time: 1495.52 ms [2020-12-20 18:53:14 main:581] : INFO : Epoch 1530 | loss: 0.0311479 | val_loss: 0.0311975 | Time: 1483.17 ms [2020-12-20 18:53:16 main:581] : INFO : Epoch 1531 | loss: 0.0311473 | val_loss: 0.0311954 | Time: 1489.86 ms [2020-12-20 18:53:17 main:581] : INFO : Epoch 1532 | loss: 0.0311478 | val_loss: 0.0311985 | Time: 1477.23 ms [2020-12-20 18:53:19 main:581] : INFO : Epoch 1533 | loss: 0.0311512 | val_loss: 0.0311922 | Time: 1497.24 ms [2020-12-20 18:53:20 main:581] : INFO : Epoch 1534 | loss: 0.0311478 | val_loss: 0.0311982 | Time: 1508.38 ms [2020-12-20 18:53:22 main:581] : INFO : Epoch 1535 | loss: 0.0311539 | val_loss: 0.0312006 | Time: 1472.15 ms [2020-12-20 18:53:23 main:581] : INFO : Epoch 1536 | loss: 0.0311515 | val_loss: 0.0311966 | Time: 1448.4 ms [2020-12-20 18:53:24 main:581] : INFO : Epoch 1537 | loss: 0.0311481 | val_loss: 0.0311975 | Time: 1468.13 ms [2020-12-20 18:53:26 main:581] : INFO : Epoch 1538 | loss: 0.0311476 | val_loss: 0.0311945 | Time: 1484.89 ms [2020-12-20 18:53:27 main:581] : INFO : Epoch 1539 | loss: 0.0311462 | val_loss: 0.0311916 | Time: 1496.7 ms [2020-12-20 18:53:29 main:581] : INFO : Epoch 1540 | loss: 0.0311454 | val_loss: 0.0311944 | Time: 1491.64 ms [2020-12-20 18:53:30 main:581] : INFO : Epoch 1541 | loss: 0.0311478 | val_loss: 0.0311891 | Time: 1454 ms [2020-12-20 18:53:32 main:581] : INFO : Epoch 1542 | loss: 0.0311469 | val_loss: 0.0311978 | Time: 1517.84 ms [2020-12-20 18:53:33 main:581] : INFO : Epoch 1543 | loss: 0.0311581 | val_loss: 0.0312074 | Time: 1469.16 ms [2020-12-20 18:53:35 main:581] : INFO : Epoch 1544 | loss: 0.0311563 | val_loss: 0.0312047 | Time: 1493.7 ms [2020-12-20 18:53:36 main:581] : INFO : Epoch 1545 | loss: 0.0311522 | val_loss: 0.0312017 | Time: 1460.78 ms [2020-12-20 18:53:38 main:581] : INFO : Epoch 1546 | loss: 0.0311526 | val_loss: 0.0312019 | Time: 1463.84 ms [2020-12-20 18:53:39 main:581] : INFO : Epoch 1547 | loss: 0.0311456 | val_loss: 0.0312006 | Time: 1461.76 ms [2020-12-20 18:53:41 main:581] : INFO : Epoch 1548 | loss: 0.0311488 | val_loss: 0.031197 | Time: 1488.25 ms [2020-12-20 18:53:42 main:581] : INFO : Epoch 1549 | loss: 0.0311532 | val_loss: 0.0311911 | Time: 1492.27 ms [2020-12-20 18:53:44 main:581] : INFO : Epoch 1550 | loss: 0.0311578 | val_loss: 0.0311879 | Time: 1512.9 ms [2020-12-20 18:53:45 main:581] : INFO : Epoch 1551 | loss: 0.0311552 | val_loss: 0.0312145 | Time: 1515.38 ms [2020-12-20 18:53:47 main:581] : INFO : Epoch 1552 | loss: 0.0311532 | val_loss: 0.0312009 | Time: 1526.91 ms [2020-12-20 18:53:48 main:581] : INFO : Epoch 1553 | loss: 0.0311458 | val_loss: 0.0311907 | Time: 1510.28 ms [2020-12-20 18:53:50 main:581] : INFO : Epoch 1554 | loss: 0.0311451 | val_loss: 0.031197 | Time: 1514.34 ms [2020-12-20 18:53:51 main:581] : INFO : Epoch 1555 | loss: 0.0311493 | val_loss: 0.0311943 | Time: 1464.89 ms [2020-12-20 18:53:53 main:581] : INFO : Epoch 1556 | loss: 0.0311507 | val_loss: 0.0311935 | Time: 1505.28 ms [2020-12-20 18:53:54 main:581] : INFO : Epoch 1557 | loss: 0.0311468 | val_loss: 0.0311974 | Time: 1530.53 ms [2020-12-20 18:53:56 main:581] : INFO : Epoch 1558 | loss: 0.0311413 | val_loss: 0.0311992 | Time: 1490.06 ms [2020-12-20 18:53:57 main:581] : INFO : Epoch 1559 | loss: 0.0311429 | val_loss: 0.0311933 | Time: 1491.09 ms [2020-12-20 18:53:59 main:581] : INFO : Epoch 1560 | loss: 0.0311504 | val_loss: 0.0312008 | Time: 1499.75 ms [2020-12-20 18:54:00 main:581] : INFO : Epoch 1561 | loss: 0.031148 | val_loss: 0.0312016 | Time: 1481.06 ms [2020-12-20 18:54:02 main:581] : INFO : Epoch 1562 | loss: 0.0311436 | val_loss: 0.0312089 | Time: 1445.58 ms [2020-12-20 18:54:03 main:581] : INFO : Epoch 1563 | loss: 0.0311519 | val_loss: 0.0311968 | Time: 1471.99 ms [2020-12-20 18:54:05 main:581] : INFO : Epoch 1564 | loss: 0.0311652 | val_loss: 0.0312024 | Time: 1483.4 ms [2020-12-20 18:54:06 main:581] : INFO : Epoch 1565 | loss: 0.0311677 | val_loss: 0.0311967 | Time: 1477.96 ms [2020-12-20 18:54:08 main:581] : INFO : Epoch 1566 | loss: 0.0311585 | val_loss: 0.0311896 | Time: 1456.73 ms [2020-12-20 18:54:09 main:581] : INFO : Epoch 1567 | loss: 0.0311528 | val_loss: 0.031195 | Time: 1468.9 ms [2020-12-20 18:54:11 main:581] : INFO : Epoch 1568 | loss: 0.031153 | val_loss: 0.0311916 | Time: 1468.56 ms [2020-12-20 18:54:12 main:581] : INFO : Epoch 1569 | loss: 0.031146 | val_loss: 0.0311916 | Time: 1443.32 ms [2020-12-20 18:54:13 main:581] : INFO : Epoch 1570 | loss: 0.031146 | val_loss: 0.0311908 | Time: 1452.76 ms [2020-12-20 18:54:15 main:581] : INFO : Epoch 1571 | loss: 0.0311476 | val_loss: 0.031205 | Time: 1440.48 ms [2020-12-20 18:54:16 main:581] : INFO : Epoch 1572 | loss: 0.0311452 | val_loss: 0.0312014 | Time: 1443.72 ms [2020-12-20 18:54:18 main:581] : INFO : Epoch 1573 | loss: 0.0311481 | val_loss: 0.0311959 | Time: 1449.27 ms [2020-12-20 18:54:19 main:581] : INFO : Epoch 1574 | loss: 0.0311474 | val_loss: 0.0312005 | Time: 1486.27 ms [2020-12-20 18:54:21 main:581] : INFO : Epoch 1575 | loss: 0.0311481 | val_loss: 0.0312004 | Time: 1449.66 ms [2020-12-20 18:54:22 main:581] : INFO : Epoch 1576 | loss: 0.0311538 | val_loss: 0.0312009 | Time: 1465.42 ms [2020-12-20 18:54:24 main:581] : INFO : Epoch 1577 | loss: 0.0311538 | val_loss: 0.0312048 | Time: 1461.61 ms [2020-12-20 18:54:25 main:581] : INFO : Epoch 1578 | loss: 0.031152 | val_loss: 0.0312141 | Time: 1458.19 ms [2020-12-20 18:54:27 main:581] : INFO : Epoch 1579 | loss: 0.0311447 | val_loss: 0.0312058 | Time: 1450.09 ms [2020-12-20 18:54:28 main:581] : INFO : Epoch 1580 | loss: 0.0311446 | val_loss: 0.0311934 | Time: 1440.89 ms [2020-12-20 18:54:29 main:581] : INFO : Epoch 1581 | loss: 0.0311538 | val_loss: 0.0312085 | Time: 1449.66 ms [2020-12-20 18:54:31 main:581] : INFO : Epoch 1582 | loss: 0.0311541 | val_loss: 0.0311966 | Time: 1466.06 ms [2020-12-20 18:54:32 main:581] : INFO : Epoch 1583 | loss: 0.0311445 | val_loss: 0.0311984 | Time: 1457.77 ms [2020-12-20 18:54:34 main:581] : INFO : Epoch 1584 | loss: 0.0311453 | val_loss: 0.0312069 | Time: 1423.54 ms [2020-12-20 18:54:35 main:581] : INFO : Epoch 1585 | loss: 0.0311547 | val_loss: 0.0311948 | Time: 1428.18 ms [2020-12-20 18:54:37 main:581] : INFO : Epoch 1586 | loss: 0.0311539 | val_loss: 0.0312047 | Time: 1434.84 ms [2020-12-20 18:54:38 main:581] : INFO : Epoch 1587 | loss: 0.0311436 | val_loss: 0.0312017 | Time: 1429.19 ms [2020-12-20 18:54:40 main:581] : INFO : Epoch 1588 | loss: 0.0311406 | val_loss: 0.0311984 | Time: 1441.11 ms [2020-12-20 18:54:41 main:581] : INFO : Epoch 1589 | loss: 0.0311408 | val_loss: 0.0312016 | Time: 1416.92 ms [2020-12-20 18:54:42 main:581] : INFO : Epoch 1590 | loss: 0.0311465 | val_loss: 0.0311982 | Time: 1446.31 ms [2020-12-20 18:54:44 main:581] : INFO : Epoch 1591 | loss: 0.0311451 | val_loss: 0.0311956 | Time: 1429.31 ms [2020-12-20 18:54:45 main:581] : INFO : Epoch 1592 | loss: 0.0311476 | val_loss: 0.0312037 | Time: 1482.12 ms [2020-12-20 18:54:47 main:581] : INFO : Epoch 1593 | loss: 0.0311495 | val_loss: 0.0312115 | Time: 1509.88 ms [2020-12-20 18:54:48 main:581] : INFO : Epoch 1594 | loss: 0.0311426 | val_loss: 0.0312117 | Time: 1442.55 ms [2020-12-20 18:54:50 main:581] : INFO : Epoch 1595 | loss: 0.0311486 | val_loss: 0.0312074 | Time: 1471.09 ms [2020-12-20 18:54:51 main:581] : INFO : Epoch 1596 | loss: 0.0311429 | val_loss: 0.0311999 | Time: 1455.3 ms [2020-12-20 18:54:53 main:581] : INFO : Epoch 1597 | loss: 0.0311474 | val_loss: 0.0312056 | Time: 1437.71 ms [2020-12-20 18:54:54 main:581] : INFO : Epoch 1598 | loss: 0.0311485 | val_loss: 0.0312051 | Time: 1411.52 ms [2020-12-20 18:54:55 main:581] : INFO : Epoch 1599 | loss: 0.0311451 | val_loss: 0.0311947 | Time: 1425.64 ms [2020-12-20 18:54:57 main:581] : INFO : Epoch 1600 | loss: 0.0311512 | val_loss: 0.0311923 | Time: 1445.72 ms [2020-12-20 18:54:58 main:581] : INFO : Epoch 1601 | loss: 0.0311481 | val_loss: 0.0312005 | Time: 1411.05 ms [2020-12-20 18:55:00 main:581] : INFO : Epoch 1602 | loss: 0.0311398 | val_loss: 0.031201 | Time: 1419.8 ms [2020-12-20 18:55:01 main:581] : INFO : Epoch 1603 | loss: 0.031144 | val_loss: 0.0311988 | Time: 1432.22 ms [2020-12-20 18:55:03 main:581] : INFO : Epoch 1604 | loss: 0.0311437 | val_loss: 0.0312024 | Time: 1428.28 ms [2020-12-20 18:55:04 main:581] : INFO : Epoch 1605 | loss: 0.03114 | val_loss: 0.0312024 | Time: 1438 ms [2020-12-20 18:55:05 main:581] : INFO : Epoch 1606 | loss: 0.0311426 | val_loss: 0.0312007 | Time: 1421.67 ms [2020-12-20 18:55:07 main:581] : INFO : Epoch 1607 | loss: 0.0311408 | val_loss: 0.0312061 | Time: 1442.24 ms [2020-12-20 18:55:08 main:581] : INFO : Epoch 1608 | loss: 0.0311397 | val_loss: 0.0311996 | Time: 1424.83 ms [2020-12-20 18:55:10 main:581] : INFO : Epoch 1609 | loss: 0.0311374 | val_loss: 0.0312001 | Time: 1437.85 ms [2020-12-20 18:55:11 main:581] : INFO : Epoch 1610 | loss: 0.0311404 | val_loss: 0.0312041 | Time: 1429.93 ms [2020-12-20 18:55:13 main:581] : INFO : Epoch 1611 | loss: 0.0311433 | val_loss: 0.031198 | Time: 1434.26 ms [2020-12-20 18:55:14 main:581] : INFO : Epoch 1612 | loss: 0.0311454 | val_loss: 0.0312077 | Time: 1495.15 ms [2020-12-20 18:55:16 main:581] : INFO : Epoch 1613 | loss: 0.0311406 | val_loss: 0.031202 | Time: 1469.4 ms [2020-12-20 18:55:17 main:581] : INFO : Epoch 1614 | loss: 0.0311374 | val_loss: 0.0312045 | Time: 1471.49 ms [2020-12-20 18:55:19 main:581] : INFO : Epoch 1615 | loss: 0.0311377 | val_loss: 0.0312014 | Time: 1468.85 ms [2020-12-20 18:55:20 main:581] : INFO : Epoch 1616 | loss: 0.0311397 | val_loss: 0.0311963 | Time: 1482.31 ms [2020-12-20 18:55:22 main:581] : INFO : Epoch 1617 | loss: 0.0311449 | val_loss: 0.0311935 | Time: 1503.72 ms [2020-12-20 18:55:23 main:581] : INFO : Epoch 1618 | loss: 0.031147 | val_loss: 0.0312091 | Time: 1505.1 ms [2020-12-20 18:55:25 main:581] : INFO : Epoch 1619 | loss: 0.0311463 | val_loss: 0.0311947 | Time: 1502.18 ms [2020-12-20 18:55:26 main:581] : INFO : Epoch 1620 | loss: 0.0311381 | val_loss: 0.0312006 | Time: 1525.12 ms [2020-12-20 18:55:28 main:581] : INFO : Epoch 1621 | loss: 0.0311383 | val_loss: 0.0312194 | Time: 1485.82 ms [2020-12-20 18:55:29 main:581] : INFO : Epoch 1622 | loss: 0.0311393 | val_loss: 0.0312094 | Time: 1469.07 ms [2020-12-20 18:55:31 main:581] : INFO : Epoch 1623 | loss: 0.0311425 | val_loss: 0.0312063 | Time: 1491.48 ms [2020-12-20 18:55:32 main:581] : INFO : Epoch 1624 | loss: 0.0311438 | val_loss: 0.0312094 | Time: 1476.44 ms [2020-12-20 18:55:33 main:581] : INFO : Epoch 1625 | loss: 0.0311552 | val_loss: 0.0312082 | Time: 1483.89 ms [2020-12-20 18:55:35 main:581] : INFO : Epoch 1626 | loss: 0.0311465 | val_loss: 0.0311959 | Time: 1469.82 ms [2020-12-20 18:55:36 main:581] : INFO : Epoch 1627 | loss: 0.0311456 | val_loss: 0.0311956 | Time: 1494.87 ms [2020-12-20 18:55:38 main:581] : INFO : Epoch 1628 | loss: 0.0311406 | val_loss: 0.0311964 | Time: 1463.04 ms [2020-12-20 18:55:39 main:581] : INFO : Epoch 1629 | loss: 0.0311377 | val_loss: 0.0311999 | Time: 1474.57 ms [2020-12-20 18:55:41 main:581] : INFO : Epoch 1630 | loss: 0.0311413 | val_loss: 0.0312048 | Time: 1482.2 ms [2020-12-20 18:55:42 main:581] : INFO : Epoch 1631 | loss: 0.0311538 | val_loss: 0.0312107 | Time: 1478.72 ms [2020-12-20 18:55:44 main:581] : INFO : Epoch 1632 | loss: 0.0311397 | val_loss: 0.0311953 | Time: 1451.12 ms [2020-12-20 18:55:45 main:581] : INFO : Epoch 1633 | loss: 0.0311368 | val_loss: 0.0312061 | Time: 1452.12 ms [2020-12-20 18:55:47 main:581] : INFO : Epoch 1634 | loss: 0.0311363 | val_loss: 0.0312024 | Time: 1471.18 ms [2020-12-20 18:55:48 main:581] : INFO : Epoch 1635 | loss: 0.0311334 | val_loss: 0.0312061 | Time: 1456.13 ms [2020-12-20 18:55:50 main:581] : INFO : Epoch 1636 | loss: 0.0311373 | val_loss: 0.0312041 | Time: 1449.12 ms [2020-12-20 18:55:51 main:581] : INFO : Epoch 1637 | loss: 0.0311461 | val_loss: 0.0312067 | Time: 1472.58 ms [2020-12-20 18:55:53 main:581] : INFO : Epoch 1638 | loss: 0.0311418 | val_loss: 0.0312007 | Time: 1480.14 ms [2020-12-20 18:55:54 main:581] : INFO : Epoch 1639 | loss: 0.0311369 | val_loss: 0.0311995 | Time: 1447.3 ms [2020-12-20 18:55:55 main:581] : INFO : Epoch 1640 | loss: 0.0311332 | val_loss: 0.0311977 | Time: 1464.5 ms [2020-12-20 18:55:57 main:581] : INFO : Epoch 1641 | loss: 0.0311375 | val_loss: 0.0312096 | Time: 1496.91 ms [2020-12-20 18:55:58 main:581] : INFO : Epoch 1642 | loss: 0.0311349 | val_loss: 0.0312164 | Time: 1475.84 ms [2020-12-20 18:56:00 main:581] : INFO : Epoch 1643 | loss: 0.0311345 | val_loss: 0.0312029 | Time: 1496.95 ms [2020-12-20 18:56:01 main:581] : INFO : Epoch 1644 | loss: 0.031137 | val_loss: 0.0312052 | Time: 1472.25 ms [2020-12-20 18:56:03 main:581] : INFO : Epoch 1645 | loss: 0.0311369 | val_loss: 0.0311989 | Time: 1522.22 ms [2020-12-20 18:56:04 main:581] : INFO : Epoch 1646 | loss: 0.0311428 | val_loss: 0.0312036 | Time: 1489.26 ms [2020-12-20 18:56:06 main:581] : INFO : Epoch 1647 | loss: 0.0311393 | val_loss: 0.0311967 | Time: 1477.69 ms [2020-12-20 18:56:07 main:581] : INFO : Epoch 1648 | loss: 0.0311447 | val_loss: 0.0311897 | Time: 1458.16 ms [2020-12-20 18:56:09 main:581] : INFO : Epoch 1649 | loss: 0.0311501 | val_loss: 0.0312046 | Time: 1500.37 ms [2020-12-20 18:56:10 main:581] : INFO : Epoch 1650 | loss: 0.0311427 | val_loss: 0.0311998 | Time: 1503.02 ms [2020-12-20 18:56:12 main:581] : INFO : Epoch 1651 | loss: 0.0311405 | val_loss: 0.0311953 | Time: 1500.76 ms [2020-12-20 18:56:13 main:581] : INFO : Epoch 1652 | loss: 0.0311412 | val_loss: 0.0311989 | Time: 1527.08 ms [2020-12-20 18:56:15 main:581] : INFO : Epoch 1653 | loss: 0.0311367 | val_loss: 0.0311991 | Time: 1502.34 ms [2020-12-20 18:56:16 main:581] : INFO : Epoch 1654 | loss: 0.0311397 | val_loss: 0.0311956 | Time: 1491.49 ms [2020-12-20 18:56:18 main:581] : INFO : Epoch 1655 | loss: 0.0311375 | val_loss: 0.0312081 | Time: 1500.02 ms [2020-12-20 18:56:19 main:581] : INFO : Epoch 1656 | loss: 0.0311353 | val_loss: 0.0311964 | Time: 1516.41 ms [2020-12-20 18:56:21 main:581] : INFO : Epoch 1657 | loss: 0.0311334 | val_loss: 0.0312004 | Time: 1513.38 ms [2020-12-20 18:56:22 main:581] : INFO : Epoch 1658 | loss: 0.0311477 | val_loss: 0.0312 | Time: 1510.74 ms [2020-12-20 18:56:24 main:581] : INFO : Epoch 1659 | loss: 0.0311365 | val_loss: 0.0312127 | Time: 1488.22 ms [2020-12-20 18:56:25 main:581] : INFO : Epoch 1660 | loss: 0.0311368 | val_loss: 0.0311963 | Time: 1459.51 ms [2020-12-20 18:56:27 main:581] : INFO : Epoch 1661 | loss: 0.0311365 | val_loss: 0.031201 | Time: 1496.89 ms [2020-12-20 18:56:28 main:581] : INFO : Epoch 1662 | loss: 0.03114 | val_loss: 0.0311998 | Time: 1515.56 ms [2020-12-20 18:56:30 main:581] : INFO : Epoch 1663 | loss: 0.0311388 | val_loss: 0.0312001 | Time: 1497.12 ms [2020-12-20 18:56:31 main:581] : INFO : Epoch 1664 | loss: 0.0311367 | val_loss: 0.0312062 | Time: 1510.84 ms [2020-12-20 18:56:33 main:581] : INFO : Epoch 1665 | loss: 0.0311368 | val_loss: 0.0312026 | Time: 1505.89 ms [2020-12-20 18:56:34 main:581] : INFO : Epoch 1666 | loss: 0.0311381 | val_loss: 0.0312024 | Time: 1494.87 ms [2020-12-20 18:56:36 main:581] : INFO : Epoch 1667 | loss: 0.0311418 | val_loss: 0.0312091 | Time: 1494.31 ms [2020-12-20 18:56:37 main:581] : INFO : Epoch 1668 | loss: 0.0311334 | val_loss: 0.0312004 | Time: 1538.22 ms [2020-12-20 18:56:39 main:581] : INFO : Epoch 1669 | loss: 0.0311347 | val_loss: 0.0311961 | Time: 1512.49 ms [2020-12-20 18:56:40 main:581] : INFO : Epoch 1670 | loss: 0.0311417 | val_loss: 0.0311972 | Time: 1470.4 ms [2020-12-20 18:56:42 main:581] : INFO : Epoch 1671 | loss: 0.0311377 | val_loss: 0.0312031 | Time: 1512.36 ms [2020-12-20 18:56:43 main:581] : INFO : Epoch 1672 | loss: 0.0311425 | val_loss: 0.031204 | Time: 1444.54 ms [2020-12-20 18:56:45 main:581] : INFO : Epoch 1673 | loss: 0.0311462 | val_loss: 0.0311993 | Time: 1450.2 ms [2020-12-20 18:56:46 main:581] : INFO : Epoch 1674 | loss: 0.0311341 | val_loss: 0.0312009 | Time: 1423.24 ms [2020-12-20 18:56:48 main:581] : INFO : Epoch 1675 | loss: 0.0311346 | val_loss: 0.0312106 | Time: 1453.89 ms [2020-12-20 18:56:49 main:581] : INFO : Epoch 1676 | loss: 0.0311367 | val_loss: 0.0312105 | Time: 1425.88 ms [2020-12-20 18:56:51 main:581] : INFO : Epoch 1677 | loss: 0.0311455 | val_loss: 0.0312014 | Time: 1473.3 ms [2020-12-20 18:56:52 main:581] : INFO : Epoch 1678 | loss: 0.0311436 | val_loss: 0.0312052 | Time: 1532.35 ms [2020-12-20 18:56:54 main:581] : INFO : Epoch 1679 | loss: 0.0311385 | val_loss: 0.0311995 | Time: 1497.32 ms [2020-12-20 18:56:55 main:581] : INFO : Epoch 1680 | loss: 0.031134 | val_loss: 0.0312143 | Time: 1532.11 ms [2020-12-20 18:56:57 main:581] : INFO : Epoch 1681 | loss: 0.0311327 | val_loss: 0.0312035 | Time: 1499.29 ms [2020-12-20 18:56:58 main:581] : INFO : Epoch 1682 | loss: 0.0311348 | val_loss: 0.0312032 | Time: 1502.29 ms [2020-12-20 18:57:00 main:581] : INFO : Epoch 1683 | loss: 0.0311368 | val_loss: 0.031202 | Time: 1531.98 ms [2020-12-20 18:57:01 main:581] : INFO : Epoch 1684 | loss: 0.0311364 | val_loss: 0.0311953 | Time: 1552.11 ms [2020-12-20 18:57:03 main:581] : INFO : Epoch 1685 | loss: 0.0311322 | val_loss: 0.0312004 | Time: 1498.77 ms [2020-12-20 18:57:04 main:581] : INFO : Epoch 1686 | loss: 0.0311319 | val_loss: 0.0312027 | Time: 1490.52 ms [2020-12-20 18:57:06 main:581] : INFO : Epoch 1687 | loss: 0.0311387 | val_loss: 0.0312114 | Time: 1529.91 ms [2020-12-20 18:57:07 main:581] : INFO : Epoch 1688 | loss: 0.0311341 | val_loss: 0.0312056 | Time: 1463.25 ms [2020-12-20 18:57:09 main:581] : INFO : Epoch 1689 | loss: 0.0311364 | val_loss: 0.031204 | Time: 1463.82 ms [2020-12-20 18:57:10 main:581] : INFO : Epoch 1690 | loss: 0.0311356 | val_loss: 0.031201 | Time: 1479.89 ms [2020-12-20 18:57:12 main:581] : INFO : Epoch 1691 | loss: 0.0311339 | val_loss: 0.031197 | Time: 1457.28 ms [2020-12-20 18:57:13 main:581] : INFO : Epoch 1692 | loss: 0.0311336 | val_loss: 0.0312016 | Time: 1439.5 ms [2020-12-20 18:57:15 main:581] : INFO : Epoch 1693 | loss: 0.0311294 | val_loss: 0.0312078 | Time: 1436.68 ms [2020-12-20 18:57:16 main:581] : INFO : Epoch 1694 | loss: 0.0311351 | val_loss: 0.0312096 | Time: 1435.45 ms [2020-12-20 18:57:17 main:581] : INFO : Epoch 1695 | loss: 0.0311368 | val_loss: 0.031223 | Time: 1503.82 ms [2020-12-20 18:57:19 main:581] : INFO : Epoch 1696 | loss: 0.0311382 | val_loss: 0.0312036 | Time: 1503.08 ms [2020-12-20 18:57:20 main:581] : INFO : Epoch 1697 | loss: 0.0311397 | val_loss: 0.0312086 | Time: 1522.34 ms [2020-12-20 18:57:22 main:581] : INFO : Epoch 1698 | loss: 0.0311421 | val_loss: 0.0311982 | Time: 1485.54 ms [2020-12-20 18:57:23 main:581] : INFO : Epoch 1699 | loss: 0.0311374 | val_loss: 0.0312049 | Time: 1471.29 ms [2020-12-20 18:57:25 main:581] : INFO : Epoch 1700 | loss: 0.0311358 | val_loss: 0.0311995 | Time: 1472.32 ms [2020-12-20 18:57:26 main:581] : INFO : Epoch 1701 | loss: 0.0311417 | val_loss: 0.0312067 | Time: 1466.59 ms [2020-12-20 18:57:28 main:581] : INFO : Epoch 1702 | loss: 0.0311349 | val_loss: 0.0311973 | Time: 1469.1 ms [2020-12-20 18:57:29 main:581] : INFO : Epoch 1703 | loss: 0.0311356 | val_loss: 0.0312032 | Time: 1458.83 ms [2020-12-20 18:57:31 main:581] : INFO : Epoch 1704 | loss: 0.0311379 | val_loss: 0.0312009 | Time: 1495.06 ms [2020-12-20 18:57:32 main:581] : INFO : Epoch 1705 | loss: 0.0311419 | val_loss: 0.0312079 | Time: 1490.2 ms [2020-12-20 18:57:34 main:581] : INFO : Epoch 1706 | loss: 0.0311307 | val_loss: 0.0311992 | Time: 1507.17 ms [2020-12-20 18:57:35 main:581] : INFO : Epoch 1707 | loss: 0.0311333 | val_loss: 0.0312061 | Time: 1455.17 ms [2020-12-20 18:57:37 main:581] : INFO : Epoch 1708 | loss: 0.0311512 | val_loss: 0.0312127 | Time: 1458.92 ms [2020-12-20 18:57:38 main:581] : INFO : Epoch 1709 | loss: 0.0311456 | val_loss: 0.0311949 | Time: 1493.82 ms [2020-12-20 18:57:40 main:581] : INFO : Epoch 1710 | loss: 0.0311374 | val_loss: 0.0311989 | Time: 1508.84 ms [2020-12-20 18:57:41 main:581] : INFO : Epoch 1711 | loss: 0.0311379 | val_loss: 0.0312074 | Time: 1502.01 ms [2020-12-20 18:57:43 main:581] : INFO : Epoch 1712 | loss: 0.0311311 | val_loss: 0.0312062 | Time: 1483.43 ms [2020-12-20 18:57:44 main:581] : INFO : Epoch 1713 | loss: 0.0311354 | val_loss: 0.0312048 | Time: 1509.37 ms [2020-12-20 18:57:46 main:581] : INFO : Epoch 1714 | loss: 0.0311364 | val_loss: 0.0312147 | Time: 1526.5 ms [2020-12-20 18:57:47 main:581] : INFO : Epoch 1715 | loss: 0.0311377 | val_loss: 0.0312048 | Time: 1494.55 ms [2020-12-20 18:57:49 main:581] : INFO : Epoch 1716 | loss: 0.0311328 | val_loss: 0.0312114 | Time: 1478.85 ms [2020-12-20 18:57:50 main:581] : INFO : Epoch 1717 | loss: 0.0311296 | val_loss: 0.0312079 | Time: 1455.73 ms [2020-12-20 18:57:52 main:581] : INFO : Epoch 1718 | loss: 0.031132 | val_loss: 0.0312089 | Time: 1425.74 ms [2020-12-20 18:57:53 main:581] : INFO : Epoch 1719 | loss: 0.0311275 | val_loss: 0.031201 | Time: 1453.52 ms [2020-12-20 18:57:54 main:581] : INFO : Epoch 1720 | loss: 0.0311257 | val_loss: 0.0312091 | Time: 1429.01 ms [2020-12-20 18:57:56 main:581] : INFO : Epoch 1721 | loss: 0.0311485 | val_loss: 0.0312074 | Time: 1424.12 ms [2020-12-20 18:57:57 main:581] : INFO : Epoch 1722 | loss: 0.0311421 | val_loss: 0.0312257 | Time: 1449.78 ms [2020-12-20 18:57:59 main:581] : INFO : Epoch 1723 | loss: 0.0311415 | val_loss: 0.0311968 | Time: 1457.36 ms [2020-12-20 18:58:00 main:581] : INFO : Epoch 1724 | loss: 0.0311316 | val_loss: 0.0312015 | Time: 1446.37 ms [2020-12-20 18:58:02 main:581] : INFO : Epoch 1725 | loss: 0.0311319 | val_loss: 0.0312036 | Time: 1449.22 ms [2020-12-20 18:58:03 main:581] : INFO : Epoch 1726 | loss: 0.0311367 | val_loss: 0.0312214 | Time: 1466.02 ms [2020-12-20 18:58:05 main:581] : INFO : Epoch 1727 | loss: 0.0311548 | val_loss: 0.0312032 | Time: 1458.83 ms [2020-12-20 18:58:06 main:581] : INFO : Epoch 1728 | loss: 0.0311429 | val_loss: 0.0312021 | Time: 1431.65 ms [2020-12-20 18:58:08 main:581] : INFO : Epoch 1729 | loss: 0.0311399 | val_loss: 0.0311965 | Time: 1453.21 ms [2020-12-20 18:58:09 main:581] : INFO : Epoch 1730 | loss: 0.0311323 | val_loss: 0.0312063 | Time: 1431.13 ms [2020-12-20 18:58:10 main:581] : INFO : Epoch 1731 | loss: 0.0311319 | val_loss: 0.0311916 | Time: 1463.08 ms [2020-12-20 18:58:12 main:581] : INFO : Epoch 1732 | loss: 0.0311399 | val_loss: 0.0312007 | Time: 1440.3 ms [2020-12-20 18:58:13 main:581] : INFO : Epoch 1733 | loss: 0.0311344 | val_loss: 0.0312024 | Time: 1433.8 ms [2020-12-20 18:58:15 main:581] : INFO : Epoch 1734 | loss: 0.031131 | val_loss: 0.0312029 | Time: 1464.07 ms [2020-12-20 18:58:16 main:581] : INFO : Epoch 1735 | loss: 0.0311306 | val_loss: 0.0312018 | Time: 1480.56 ms [2020-12-20 18:58:18 main:581] : INFO : Epoch 1736 | loss: 0.031131 | val_loss: 0.0312018 | Time: 1514.82 ms [2020-12-20 18:58:19 main:581] : INFO : Epoch 1737 | loss: 0.0311282 | val_loss: 0.0312043 | Time: 1495.67 ms [2020-12-20 18:58:21 main:581] : INFO : Epoch 1738 | loss: 0.0311273 | val_loss: 0.0312119 | Time: 1492.39 ms [2020-12-20 18:58:22 main:581] : INFO : Epoch 1739 | loss: 0.0311356 | val_loss: 0.0312198 | Time: 1515.62 ms [2020-12-20 18:58:24 main:581] : INFO : Epoch 1740 | loss: 0.031133 | val_loss: 0.0312085 | Time: 1517.84 ms [2020-12-20 18:58:25 main:581] : INFO : Epoch 1741 | loss: 0.031131 | val_loss: 0.0312098 | Time: 1528.42 ms [2020-12-20 18:58:27 main:581] : INFO : Epoch 1742 | loss: 0.0311249 | val_loss: 0.0312105 | Time: 1547.76 ms [2020-12-20 18:58:28 main:581] : INFO : Epoch 1743 | loss: 0.0311299 | val_loss: 0.0312157 | Time: 1496.04 ms [2020-12-20 18:58:30 main:581] : INFO : Epoch 1744 | loss: 0.0311316 | val_loss: 0.03121 | Time: 1518.06 ms [2020-12-20 18:58:31 main:581] : INFO : Epoch 1745 | loss: 0.0311309 | val_loss: 0.0312084 | Time: 1534.66 ms [2020-12-20 18:58:33 main:581] : INFO : Epoch 1746 | loss: 0.0311321 | val_loss: 0.0312004 | Time: 1532.62 ms [2020-12-20 18:58:34 main:581] : INFO : Epoch 1747 | loss: 0.031129 | val_loss: 0.0312138 | Time: 1462.9 ms [2020-12-20 18:58:36 main:581] : INFO : Epoch 1748 | loss: 0.0311332 | val_loss: 0.0312133 | Time: 1479.91 ms [2020-12-20 18:58:37 main:581] : INFO : Epoch 1749 | loss: 0.0311476 | val_loss: 0.0312055 | Time: 1487.81 ms [2020-12-20 18:58:39 main:581] : INFO : Epoch 1750 | loss: 0.0311496 | val_loss: 0.0311914 | Time: 1459.54 ms [2020-12-20 18:58:40 main:581] : INFO : Epoch 1751 | loss: 0.0311401 | val_loss: 0.031205 | Time: 1531.22 ms [2020-12-20 18:58:42 main:581] : INFO : Epoch 1752 | loss: 0.0311291 | val_loss: 0.0312054 | Time: 1517.33 ms [2020-12-20 18:58:43 main:581] : INFO : Epoch 1753 | loss: 0.0311346 | val_loss: 0.0312056 | Time: 1521.76 ms [2020-12-20 18:58:45 main:581] : INFO : Epoch 1754 | loss: 0.0311337 | val_loss: 0.0312097 | Time: 1527.78 ms [2020-12-20 18:58:46 main:581] : INFO : Epoch 1755 | loss: 0.0311322 | val_loss: 0.0312065 | Time: 1480.61 ms [2020-12-20 18:58:48 main:581] : INFO : Epoch 1756 | loss: 0.0311411 | val_loss: 0.0312015 | Time: 1517.93 ms [2020-12-20 18:58:49 main:581] : INFO : Epoch 1757 | loss: 0.0311534 | val_loss: 0.0311937 | Time: 1467.72 ms [2020-12-20 18:58:51 main:581] : INFO : Epoch 1758 | loss: 0.0311419 | val_loss: 0.0311921 | Time: 1470.76 ms [2020-12-20 18:58:52 main:581] : INFO : Epoch 1759 | loss: 0.0311396 | val_loss: 0.0311939 | Time: 1470.18 ms [2020-12-20 18:58:54 main:581] : INFO : Epoch 1760 | loss: 0.0311375 | val_loss: 0.0311979 | Time: 1477.36 ms [2020-12-20 18:58:55 main:581] : INFO : Epoch 1761 | loss: 0.031148 | val_loss: 0.0311938 | Time: 1486.75 ms [2020-12-20 18:58:57 main:581] : INFO : Epoch 1762 | loss: 0.0311382 | val_loss: 0.0311954 | Time: 1475.05 ms [2020-12-20 18:58:58 main:581] : INFO : Epoch 1763 | loss: 0.0311357 | val_loss: 0.0311998 | Time: 1481.28 ms [2020-12-20 18:59:00 main:581] : INFO : Epoch 1764 | loss: 0.0311337 | val_loss: 0.0311997 | Time: 1478 ms [2020-12-20 18:59:01 main:581] : INFO : Epoch 1765 | loss: 0.0311329 | val_loss: 0.0312071 | Time: 1494.14 ms [2020-12-20 18:59:03 main:581] : INFO : Epoch 1766 | loss: 0.0311284 | val_loss: 0.0312011 | Time: 1485.73 ms [2020-12-20 18:59:04 main:581] : INFO : Epoch 1767 | loss: 0.0311284 | val_loss: 0.031198 | Time: 1477.93 ms [2020-12-20 18:59:06 main:581] : INFO : Epoch 1768 | loss: 0.0311252 | val_loss: 0.0312076 | Time: 1476.14 ms [2020-12-20 18:59:07 main:581] : INFO : Epoch 1769 | loss: 0.0311278 | val_loss: 0.0312043 | Time: 1519.07 ms [2020-12-20 18:59:09 main:581] : INFO : Epoch 1770 | loss: 0.0311295 | val_loss: 0.0312186 | Time: 1507.84 ms [2020-12-20 18:59:10 main:581] : INFO : Epoch 1771 | loss: 0.0311317 | val_loss: 0.0312178 | Time: 1503.22 ms [2020-12-20 18:59:12 main:581] : INFO : Epoch 1772 | loss: 0.0311344 | val_loss: 0.0312065 | Time: 1502.95 ms [2020-12-20 18:59:13 main:581] : INFO : Epoch 1773 | loss: 0.0311317 | val_loss: 0.0311935 | Time: 1461.58 ms [2020-12-20 18:59:15 main:581] : INFO : Epoch 1774 | loss: 0.0311294 | val_loss: 0.0312271 | Time: 1464.07 ms [2020-12-20 18:59:16 main:581] : INFO : Epoch 1775 | loss: 0.0311262 | val_loss: 0.0311987 | Time: 1506.22 ms [2020-12-20 18:59:18 main:581] : INFO : Epoch 1776 | loss: 0.0311284 | val_loss: 0.0312003 | Time: 1473.4 ms [2020-12-20 18:59:19 main:581] : INFO : Epoch 1777 | loss: 0.0311248 | val_loss: 0.0312077 | Time: 1441.54 ms [2020-12-20 18:59:21 main:581] : INFO : Epoch 1778 | loss: 0.0311267 | val_loss: 0.0312083 | Time: 1513.01 ms [2020-12-20 18:59:22 main:581] : INFO : Epoch 1779 | loss: 0.031124 | val_loss: 0.0312013 | Time: 1518.89 ms [2020-12-20 18:59:24 main:581] : INFO : Epoch 1780 | loss: 0.0311254 | val_loss: 0.0312079 | Time: 1497.22 ms [2020-12-20 18:59:25 main:581] : INFO : Epoch 1781 | loss: 0.0311328 | val_loss: 0.0312086 | Time: 1460.84 ms [2020-12-20 18:59:27 main:581] : INFO : Epoch 1782 | loss: 0.0311267 | val_loss: 0.0311985 | Time: 1504.23 ms [2020-12-20 18:59:28 main:581] : INFO : Epoch 1783 | loss: 0.031125 | val_loss: 0.0312166 | Time: 1472.25 ms [2020-12-20 18:59:30 main:581] : INFO : Epoch 1784 | loss: 0.0311237 | val_loss: 0.031207 | Time: 1494.03 ms [2020-12-20 18:59:31 main:581] : INFO : Epoch 1785 | loss: 0.0311322 | val_loss: 0.0312097 | Time: 1512.53 ms [2020-12-20 18:59:33 main:581] : INFO : Epoch 1786 | loss: 0.0311416 | val_loss: 0.0312039 | Time: 1519.14 ms [2020-12-20 18:59:34 main:581] : INFO : Epoch 1787 | loss: 0.0311388 | val_loss: 0.0312068 | Time: 1500.79 ms [2020-12-20 18:59:36 main:581] : INFO : Epoch 1788 | loss: 0.0311336 | val_loss: 0.031197 | Time: 1468.6 ms [2020-12-20 18:59:37 main:581] : INFO : Epoch 1789 | loss: 0.0311369 | val_loss: 0.0312348 | Time: 1445.73 ms [2020-12-20 18:59:38 main:581] : INFO : Epoch 1790 | loss: 0.0311409 | val_loss: 0.0312022 | Time: 1464.46 ms [2020-12-20 18:59:40 main:581] : INFO : Epoch 1791 | loss: 0.0311328 | val_loss: 0.0312048 | Time: 1487.83 ms [2020-12-20 18:59:41 main:581] : INFO : Epoch 1792 | loss: 0.031134 | val_loss: 0.0312053 | Time: 1443.98 ms [2020-12-20 18:59:43 main:581] : INFO : Epoch 1793 | loss: 0.0311352 | val_loss: 0.0312275 | Time: 1449.5 ms [2020-12-20 18:59:44 main:581] : INFO : Epoch 1794 | loss: 0.0311349 | val_loss: 0.0311983 | Time: 1457.8 ms [2020-12-20 18:59:46 main:581] : INFO : Epoch 1795 | loss: 0.031133 | val_loss: 0.031194 | Time: 1465.97 ms [2020-12-20 18:59:47 main:581] : INFO : Epoch 1796 | loss: 0.0311324 | val_loss: 0.0312025 | Time: 1463.91 ms [2020-12-20 18:59:49 main:581] : INFO : Epoch 1797 | loss: 0.0311321 | val_loss: 0.0312132 | Time: 1486.99 ms [2020-12-20 18:59:50 main:581] : INFO : Epoch 1798 | loss: 0.0311241 | val_loss: 0.0312223 | Time: 1476.44 ms [2020-12-20 18:59:52 main:581] : INFO : Epoch 1799 | loss: 0.0311223 | val_loss: 0.0312052 | Time: 1451.98 ms [2020-12-20 18:59:53 main:581] : INFO : Epoch 1800 | loss: 0.0311213 | val_loss: 0.0312056 | Time: 1475.26 ms [2020-12-20 18:59:55 main:581] : INFO : Epoch 1801 | loss: 0.0311255 | val_loss: 0.0312007 | Time: 1465.22 ms [2020-12-20 18:59:56 main:581] : INFO : Epoch 1802 | loss: 0.0311316 | val_loss: 0.0312187 | Time: 1454.68 ms [2020-12-20 18:59:57 main:581] : INFO : Epoch 1803 | loss: 0.0311299 | val_loss: 0.0312036 | Time: 1484.99 ms [2020-12-20 18:59:59 main:581] : INFO : Epoch 1804 | loss: 0.0311267 | val_loss: 0.0312077 | Time: 1455.62 ms [2020-12-20 19:00:00 main:581] : INFO : Epoch 1805 | loss: 0.0311277 | val_loss: 0.0312008 | Time: 1478.61 ms [2020-12-20 19:00:02 main:581] : INFO : Epoch 1806 | loss: 0.0311254 | val_loss: 0.0312038 | Time: 1471.25 ms [2020-12-20 19:00:03 main:581] : INFO : Epoch 1807 | loss: 0.0311257 | val_loss: 0.0312147 | Time: 1483.08 ms [2020-12-20 19:00:05 main:581] : INFO : Epoch 1808 | loss: 0.0311287 | val_loss: 0.0312069 | Time: 1480.17 ms [2020-12-20 19:00:06 main:581] : INFO : Epoch 1809 | loss: 0.0311216 | val_loss: 0.0312138 | Time: 1484.87 ms [2020-12-20 19:00:08 main:581] : INFO : Epoch 1810 | loss: 0.0311262 | val_loss: 0.0312211 | Time: 1443.1 ms [2020-12-20 19:00:09 main:581] : INFO : Epoch 1811 | loss: 0.0311343 | val_loss: 0.0312116 | Time: 1446.96 ms [2020-12-20 19:00:11 main:581] : INFO : Epoch 1812 | loss: 0.0311238 | val_loss: 0.0312115 | Time: 1493.09 ms [2020-12-20 19:00:12 main:581] : INFO : Epoch 1813 | loss: 0.0311274 | val_loss: 0.0312093 | Time: 1457.58 ms [2020-12-20 19:00:14 main:581] : INFO : Epoch 1814 | loss: 0.0311254 | val_loss: 0.0312075 | Time: 1442.92 ms [2020-12-20 19:00:15 main:581] : INFO : Epoch 1815 | loss: 0.0311271 | val_loss: 0.0312118 | Time: 1454.29 ms [2020-12-20 19:00:17 main:581] : INFO : Epoch 1816 | loss: 0.0311266 | val_loss: 0.0312065 | Time: 1469.01 ms [2020-12-20 19:00:18 main:581] : INFO : Epoch 1817 | loss: 0.0311329 | val_loss: 0.031211 | Time: 1472.88 ms [2020-12-20 19:00:19 main:581] : INFO : Epoch 1818 | loss: 0.0311521 | val_loss: 0.0312081 | Time: 1451.06 ms [2020-12-20 19:00:21 main:581] : INFO : Epoch 1819 | loss: 0.0311499 | val_loss: 0.0312059 | Time: 1481.96 ms [2020-12-20 19:00:22 main:581] : INFO : Epoch 1820 | loss: 0.0311385 | val_loss: 0.0312136 | Time: 1487.03 ms [2020-12-20 19:00:24 main:581] : INFO : Epoch 1821 | loss: 0.0311334 | val_loss: 0.031214 | Time: 1483.09 ms [2020-12-20 19:00:25 main:581] : INFO : Epoch 1822 | loss: 0.0311296 | val_loss: 0.0312043 | Time: 1481.34 ms [2020-12-20 19:00:27 main:581] : INFO : Epoch 1823 | loss: 0.0311289 | val_loss: 0.0312023 | Time: 1448.22 ms [2020-12-20 19:00:28 main:581] : INFO : Epoch 1824 | loss: 0.0311267 | val_loss: 0.0312045 | Time: 1476.68 ms [2020-12-20 19:00:30 main:581] : INFO : Epoch 1825 | loss: 0.0311307 | val_loss: 0.0311972 | Time: 1467.39 ms [2020-12-20 19:00:31 main:581] : INFO : Epoch 1826 | loss: 0.0311276 | val_loss: 0.0312053 | Time: 1468.15 ms [2020-12-20 19:00:33 main:581] : INFO : Epoch 1827 | loss: 0.03113 | val_loss: 0.0312045 | Time: 1474.82 ms [2020-12-20 19:00:34 main:581] : INFO : Epoch 1828 | loss: 0.0311281 | val_loss: 0.0312095 | Time: 1459.67 ms [2020-12-20 19:00:36 main:581] : INFO : Epoch 1829 | loss: 0.0311255 | val_loss: 0.0312034 | Time: 1445.41 ms [2020-12-20 19:00:37 main:581] : INFO : Epoch 1830 | loss: 0.03113 | val_loss: 0.0311989 | Time: 1454.93 ms [2020-12-20 19:00:39 main:581] : INFO : Epoch 1831 | loss: 0.0311339 | val_loss: 0.0311921 | Time: 1473.93 ms [2020-12-20 19:00:40 main:581] : INFO : Epoch 1832 | loss: 0.03114 | val_loss: 0.0311989 | Time: 1480.93 ms [2020-12-20 19:00:42 main:581] : INFO : Epoch 1833 | loss: 0.0311353 | val_loss: 0.031224 | Time: 1479.71 ms [2020-12-20 19:00:43 main:581] : INFO : Epoch 1834 | loss: 0.0311292 | val_loss: 0.0312045 | Time: 1451.01 ms [2020-12-20 19:00:44 main:581] : INFO : Epoch 1835 | loss: 0.0311322 | val_loss: 0.031203 | Time: 1460.64 ms [2020-12-20 19:00:46 main:581] : INFO : Epoch 1836 | loss: 0.0311444 | val_loss: 0.031207 | Time: 1509.34 ms [2020-12-20 19:00:47 main:581] : INFO : Epoch 1837 | loss: 0.0311389 | val_loss: 0.0311998 | Time: 1447.45 ms [2020-12-20 19:00:49 main:581] : INFO : Epoch 1838 | loss: 0.03113 | val_loss: 0.0312137 | Time: 1485.82 ms [2020-12-20 19:00:50 main:581] : INFO : Epoch 1839 | loss: 0.0311249 | val_loss: 0.031209 | Time: 1486.64 ms [2020-12-20 19:00:52 main:581] : INFO : Epoch 1840 | loss: 0.0311285 | val_loss: 0.0311998 | Time: 1473.62 ms [2020-12-20 19:00:53 main:581] : INFO : Epoch 1841 | loss: 0.0311308 | val_loss: 0.0312004 | Time: 1486.73 ms [2020-12-20 19:00:55 main:581] : INFO : Epoch 1842 | loss: 0.0311225 | val_loss: 0.0312058 | Time: 1471.86 ms [2020-12-20 19:00:56 main:581] : INFO : Epoch 1843 | loss: 0.0311363 | val_loss: 0.0312012 | Time: 1453.43 ms [2020-12-20 19:00:58 main:581] : INFO : Epoch 1844 | loss: 0.0311371 | val_loss: 0.0312058 | Time: 1472.14 ms [2020-12-20 19:00:59 main:581] : INFO : Epoch 1845 | loss: 0.0311369 | val_loss: 0.0312023 | Time: 1474.91 ms [2020-12-20 19:01:01 main:581] : INFO : Epoch 1846 | loss: 0.0311334 | val_loss: 0.031206 | Time: 1480.7 ms [2020-12-20 19:01:02 main:581] : INFO : Epoch 1847 | loss: 0.0311304 | val_loss: 0.0312073 | Time: 1457.68 ms [2020-12-20 19:01:04 main:581] : INFO : Epoch 1848 | loss: 0.0311317 | val_loss: 0.0311948 | Time: 1459.86 ms [2020-12-20 19:01:05 main:581] : INFO : Epoch 1849 | loss: 0.0311352 | val_loss: 0.0312142 | Time: 1482.97 ms [2020-12-20 19:01:07 main:581] : INFO : Epoch 1850 | loss: 0.0311351 | val_loss: 0.0312016 | Time: 1578.76 ms [2020-12-20 19:01:08 main:581] : INFO : Epoch 1851 | loss: 0.0311298 | val_loss: 0.0312045 | Time: 1451.21 ms [2020-12-20 19:01:10 main:581] : INFO : Epoch 1852 | loss: 0.0311252 | val_loss: 0.0312073 | Time: 1472.36 ms [2020-12-20 19:01:11 main:581] : INFO : Epoch 1853 | loss: 0.0311268 | val_loss: 0.031213 | Time: 1468.9 ms [2020-12-20 19:01:13 main:581] : INFO : Epoch 1854 | loss: 0.0311281 | val_loss: 0.0312132 | Time: 1473.7 ms [2020-12-20 19:01:14 main:581] : INFO : Epoch 1855 | loss: 0.0311284 | val_loss: 0.0312057 | Time: 1478.56 ms [2020-12-20 19:01:15 main:581] : INFO : Epoch 1856 | loss: 0.0311315 | val_loss: 0.0311969 | Time: 1481.05 ms [2020-12-20 19:01:17 main:581] : INFO : Epoch 1857 | loss: 0.0311228 | val_loss: 0.0312084 | Time: 1488.03 ms [2020-12-20 19:01:18 main:581] : INFO : Epoch 1858 | loss: 0.0311197 | val_loss: 0.0312171 | Time: 1463.35 ms [2020-12-20 19:01:20 main:581] : INFO : Epoch 1859 | loss: 0.0311226 | val_loss: 0.0312054 | Time: 1454.03 ms [2020-12-20 19:01:21 main:581] : INFO : Epoch 1860 | loss: 0.0311221 | val_loss: 0.0312115 | Time: 1460.85 ms [2020-12-20 19:01:23 main:581] : INFO : Epoch 1861 | loss: 0.0311214 | val_loss: 0.0312037 | Time: 1473.19 ms [2020-12-20 19:01:24 main:581] : INFO : Epoch 1862 | loss: 0.0311234 | val_loss: 0.0311989 | Time: 1472.58 ms [2020-12-20 19:01:26 main:581] : INFO : Epoch 1863 | loss: 0.0311227 | val_loss: 0.0312027 | Time: 1447.9 ms [2020-12-20 19:01:27 main:581] : INFO : Epoch 1864 | loss: 0.0311303 | val_loss: 0.0312164 | Time: 1463.05 ms [2020-12-20 19:01:29 main:581] : INFO : Epoch 1865 | loss: 0.0311267 | val_loss: 0.0312088 | Time: 1477.5 ms [2020-12-20 19:01:30 main:581] : INFO : Epoch 1866 | loss: 0.0311373 | val_loss: 0.0312056 | Time: 1477.68 ms [2020-12-20 19:01:32 main:581] : INFO : Epoch 1867 | loss: 0.0311327 | val_loss: 0.0311994 | Time: 1432.93 ms [2020-12-20 19:01:33 main:581] : INFO : Epoch 1868 | loss: 0.0311226 | val_loss: 0.0312126 | Time: 1457.97 ms [2020-12-20 19:01:35 main:581] : INFO : Epoch 1869 | loss: 0.0311261 | val_loss: 0.031205 | Time: 1446.65 ms [2020-12-20 19:01:36 main:581] : INFO : Epoch 1870 | loss: 0.0311226 | val_loss: 0.0312032 | Time: 1418.86 ms [2020-12-20 19:01:37 main:581] : INFO : Epoch 1871 | loss: 0.0311232 | val_loss: 0.0312109 | Time: 1468.76 ms [2020-12-20 19:01:39 main:581] : INFO : Epoch 1872 | loss: 0.0311233 | val_loss: 0.0312077 | Time: 1430.05 ms [2020-12-20 19:01:40 main:581] : INFO : Epoch 1873 | loss: 0.0311235 | val_loss: 0.0312063 | Time: 1428.69 ms [2020-12-20 19:01:42 main:581] : INFO : Epoch 1874 | loss: 0.0311235 | val_loss: 0.0311986 | Time: 1425.07 ms [2020-12-20 19:01:43 main:581] : INFO : Epoch 1875 | loss: 0.0311302 | val_loss: 0.0312191 | Time: 1443.96 ms [2020-12-20 19:01:45 main:581] : INFO : Epoch 1876 | loss: 0.0311502 | val_loss: 0.0311957 | Time: 1444.83 ms [2020-12-20 19:01:46 main:581] : INFO : Epoch 1877 | loss: 0.0311581 | val_loss: 0.0311902 | Time: 1493.53 ms [2020-12-20 19:01:48 main:581] : INFO : Epoch 1878 | loss: 0.0311523 | val_loss: 0.0311902 | Time: 1448.84 ms [2020-12-20 19:01:49 main:581] : INFO : Epoch 1879 | loss: 0.0311415 | val_loss: 0.0312045 | Time: 1459.86 ms [2020-12-20 19:01:50 main:581] : INFO : Epoch 1880 | loss: 0.0311337 | val_loss: 0.0311993 | Time: 1425.06 ms [2020-12-20 19:01:52 main:581] : INFO : Epoch 1881 | loss: 0.031134 | val_loss: 0.0312169 | Time: 1448.9 ms [2020-12-20 19:01:53 main:581] : INFO : Epoch 1882 | loss: 0.0311301 | val_loss: 0.031204 | Time: 1457.85 ms [2020-12-20 19:01:55 main:581] : INFO : Epoch 1883 | loss: 0.0311234 | val_loss: 0.0312004 | Time: 1426.43 ms [2020-12-20 19:01:56 main:581] : INFO : Epoch 1884 | loss: 0.0311294 | val_loss: 0.031208 | Time: 1440.11 ms [2020-12-20 19:01:58 main:581] : INFO : Epoch 1885 | loss: 0.0311274 | val_loss: 0.0312093 | Time: 1426.43 ms [2020-12-20 19:01:59 main:581] : INFO : Epoch 1886 | loss: 0.0311291 | val_loss: 0.0312147 | Time: 1431.42 ms [2020-12-20 19:02:00 main:581] : INFO : Epoch 1887 | loss: 0.0311296 | val_loss: 0.0311986 | Time: 1428.39 ms [2020-12-20 19:02:02 main:581] : INFO : Epoch 1888 | loss: 0.0311247 | val_loss: 0.0312204 | Time: 1437.27 ms [2020-12-20 19:02:03 main:581] : INFO : Epoch 1889 | loss: 0.0311292 | val_loss: 0.0312132 | Time: 1432.18 ms [2020-12-20 19:02:05 main:581] : INFO : Epoch 1890 | loss: 0.0311663 | val_loss: 0.0311901 | Time: 1422.44 ms [2020-12-20 19:02:06 main:581] : INFO : Epoch 1891 | loss: 0.0311616 | val_loss: 0.0311945 | Time: 1435.29 ms [2020-12-20 19:02:08 main:581] : INFO : Epoch 1892 | loss: 0.0311715 | val_loss: 0.0312156 | Time: 1448.64 ms [2020-12-20 19:02:09 main:581] : INFO : Epoch 1893 | loss: 0.0313541 | val_loss: 0.032154 | Time: 1410.83 ms [2020-12-20 19:02:10 main:581] : INFO : Epoch 1894 | loss: nan | val_loss: nan | Time: 1420.94 ms [2020-12-20 19:02:12 main:581] : INFO : Epoch 1895 | loss: nan | val_loss: nan | Time: 1409 ms [2020-12-20 19:02:13 main:581] : INFO : Epoch 1896 | loss: nan | val_loss: nan | Time: 1394.05 ms [2020-12-20 19:02:15 main:581] : INFO : Epoch 1897 | loss: nan | val_loss: nan | Time: 1396.59 ms [2020-12-20 19:02:16 main:581] : INFO : Epoch 1898 | loss: nan | val_loss: nan | Time: 1406.61 ms [2020-12-20 19:02:17 main:581] : INFO : Epoch 1899 | loss: nan | val_loss: nan | Time: 1414.27 ms [2020-12-20 19:02:19 main:581] : INFO : Epoch 1900 | loss: nan | val_loss: nan | Time: 1388.65 ms [2020-12-20 19:02:20 main:581] : INFO : Epoch 1901 | loss: nan | val_loss: nan | Time: 1387.72 ms [2020-12-20 19:02:22 main:581] : INFO : Epoch 1902 | loss: nan | val_loss: nan | Time: 1384.39 ms [2020-12-20 19:02:23 main:581] : INFO : Epoch 1903 | loss: nan | val_loss: nan | Time: 1408.99 ms [2020-12-20 19:02:25 main:581] : INFO : Epoch 1904 | loss: nan | val_loss: nan | Time: 1454.57 ms [2020-12-20 19:02:26 main:581] : INFO : Epoch 1905 | loss: nan | val_loss: nan | Time: 1431.03 ms [2020-12-20 19:02:27 main:581] : INFO : Epoch 1906 | loss: nan | val_loss: nan | Time: 1393.14 ms [2020-12-20 19:02:29 main:581] : INFO : Epoch 1907 | loss: nan | val_loss: nan | Time: 1440.01 ms [2020-12-20 19:02:30 main:581] : INFO : Epoch 1908 | loss: nan | val_loss: nan | Time: 1413.07 ms [2020-12-20 19:02:32 main:581] : INFO : Epoch 1909 | loss: nan | val_loss: nan | Time: 1440.65 ms [2020-12-20 19:02:33 main:581] : INFO : Epoch 1910 | loss: nan | val_loss: nan | Time: 1408.36 ms [2020-12-20 19:02:34 main:581] : INFO : Epoch 1911 | loss: nan | val_loss: nan | Time: 1405.62 ms [2020-12-20 19:02:36 main:581] : INFO : Epoch 1912 | loss: nan | val_loss: nan | Time: 1412.68 ms [2020-12-20 19:02:37 main:581] : INFO : Epoch 1913 | loss: nan | val_loss: nan | Time: 1413.63 ms [2020-12-20 19:02:39 main:581] : INFO : Epoch 1914 | loss: nan | val_loss: nan | Time: 1405.82 ms [2020-12-20 19:02:40 main:581] : INFO : Epoch 1915 | loss: nan | val_loss: nan | Time: 1405.53 ms [2020-12-20 19:02:41 main:581] : INFO : Epoch 1916 | loss: nan | val_loss: nan | Time: 1401.62 ms [2020-12-20 19:02:43 main:581] : INFO : Epoch 1917 | loss: nan | val_loss: nan | Time: 1399.83 ms [2020-12-20 19:02:44 main:581] : INFO : Epoch 1918 | loss: nan | val_loss: nan | Time: 1410.79 ms [2020-12-20 19:02:46 main:581] : INFO : Epoch 1919 | loss: nan | val_loss: nan | Time: 1403.99 ms [2020-12-20 19:02:47 main:581] : INFO : Epoch 1920 | loss: nan | val_loss: nan | Time: 1420.34 ms [2020-12-20 19:02:49 main:581] : INFO : Epoch 1921 | loss: nan | val_loss: nan | Time: 1420.45 ms [2020-12-20 19:02:50 main:581] : INFO : Epoch 1922 | loss: nan | val_loss: nan | Time: 1431.82 ms [2020-12-20 19:02:51 main:581] : INFO : Epoch 1923 | loss: nan | val_loss: nan | Time: 1411.53 ms [2020-12-20 19:02:53 main:581] : INFO : Epoch 1924 | loss: nan | val_loss: nan | Time: 1408.48 ms [2020-12-20 19:02:54 main:581] : INFO : Epoch 1925 | loss: nan | val_loss: nan | Time: 1403.21 ms [2020-12-20 19:02:56 main:581] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 1405.26 ms [2020-12-20 19:02:57 main:581] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 1416.06 ms [2020-12-20 19:02:58 main:581] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 1463.99 ms [2020-12-20 19:03:00 main:581] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 1440.22 ms [2020-12-20 19:03:01 main:581] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 1425.58 ms [2020-12-20 19:03:03 main:581] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 1419.14 ms [2020-12-20 19:03:04 main:581] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 1426.93 ms [2020-12-20 19:03:06 main:581] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 1411.1 ms [2020-12-20 19:03:07 main:581] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 1400.14 ms [2020-12-20 19:03:08 main:581] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 1406.5 ms [2020-12-20 19:03:10 main:581] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 1420.47 ms [2020-12-20 19:03:11 main:581] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 1411.44 ms [2020-12-20 19:03:13 main:581] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 1411.02 ms [2020-12-20 19:03:14 main:581] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 1400.39 ms [2020-12-20 19:03:15 main:581] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 1428.9 ms [2020-12-20 19:03:17 main:581] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 1401.88 ms [2020-12-20 19:03:18 main:581] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 1403.5 ms [2020-12-20 19:03:20 main:581] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 1393.3 ms [2020-12-20 19:03:21 main:581] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 1406.58 ms [2020-12-20 19:03:23 main:581] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 1425.01 ms [2020-12-20 19:03:24 main:581] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 1410.36 ms [2020-12-20 19:03:25 main:581] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 1402.32 ms [2020-12-20 19:03:27 main:581] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 1407.94 ms [2020-12-20 19:03:28 main:581] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 1389.26 ms [2020-12-20 19:03:30 main:581] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 1397.71 ms [2020-12-20 19:03:31 main:581] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 1388.03 ms [2020-12-20 19:03:32 main:581] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 1410.56 ms [2020-12-20 19:03:34 main:581] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 1394.21 ms [2020-12-20 19:03:35 main:581] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 1390.44 ms [2020-12-20 19:03:37 main:581] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 1398.92 ms [2020-12-20 19:03:38 main:581] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 1392.17 ms [2020-12-20 19:03:39 main:581] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 1400.41 ms [2020-12-20 19:03:41 main:581] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 1400.45 ms [2020-12-20 19:03:42 main:581] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 1409.15 ms [2020-12-20 19:03:44 main:581] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 1380.57 ms [2020-12-20 19:03:45 main:581] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 1478.42 ms [2020-12-20 19:03:46 main:581] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 1451.11 ms [2020-12-20 19:03:48 main:581] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 1412.7 ms [2020-12-20 19:03:49 main:581] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 1425.82 ms [2020-12-20 19:03:51 main:581] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 1418.33 ms [2020-12-20 19:03:52 main:581] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 1422.85 ms [2020-12-20 19:03:54 main:581] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 1419.12 ms [2020-12-20 19:03:55 main:581] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 1410.39 ms [2020-12-20 19:03:56 main:581] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 1400.41 ms [2020-12-20 19:03:58 main:581] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 1398.49 ms [2020-12-20 19:03:59 main:581] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 1411.27 ms [2020-12-20 19:04:01 main:581] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 1436.8 ms [2020-12-20 19:04:02 main:581] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1403.22 ms [2020-12-20 19:04:03 main:581] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 1401.6 ms [2020-12-20 19:04:05 main:581] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 1439.13 ms [2020-12-20 19:04:06 main:581] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 1439.66 ms [2020-12-20 19:04:08 main:581] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 1404.68 ms [2020-12-20 19:04:09 main:581] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 1407.09 ms [2020-12-20 19:04:10 main:581] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 1411.9 ms [2020-12-20 19:04:12 main:581] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1396.62 ms [2020-12-20 19:04:13 main:581] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 1441.11 ms [2020-12-20 19:04:15 main:581] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 1440.98 ms [2020-12-20 19:04:16 main:581] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 1452.92 ms [2020-12-20 19:04:18 main:581] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1437 ms [2020-12-20 19:04:19 main:581] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 1411.9 ms [2020-12-20 19:04:21 main:581] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1439.49 ms [2020-12-20 19:04:22 main:581] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 1431.84 ms [2020-12-20 19:04:23 main:581] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 1396.46 ms [2020-12-20 19:04:25 main:581] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 1404.75 ms [2020-12-20 19:04:26 main:581] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 1409.26 ms [2020-12-20 19:04:28 main:581] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 1390.43 ms [2020-12-20 19:04:29 main:581] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 1407.13 ms [2020-12-20 19:04:30 main:581] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1413.04 ms [2020-12-20 19:04:32 main:581] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 1411.4 ms [2020-12-20 19:04:33 main:581] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1408.87 ms [2020-12-20 19:04:35 main:581] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1426.85 ms [2020-12-20 19:04:36 main:581] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1409.05 ms [2020-12-20 19:04:37 main:581] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1430.73 ms [2020-12-20 19:04:39 main:581] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1407.14 ms [2020-12-20 19:04:40 main:581] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1402.82 ms [2020-12-20 19:04:42 main:581] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1398.53 ms [2020-12-20 19:04:43 main:581] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1399.29 ms [2020-12-20 19:04:44 main:581] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1419.04 ms [2020-12-20 19:04:46 main:581] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1392.24 ms [2020-12-20 19:04:47 main:581] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1410.31 ms [2020-12-20 19:04:49 main:581] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1393.87 ms [2020-12-20 19:04:50 main:581] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1400.08 ms [2020-12-20 19:04:52 main:581] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1415.16 ms [2020-12-20 19:04:53 main:581] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1391.18 ms [2020-12-20 19:04:54 main:581] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1403.35 ms [2020-12-20 19:04:56 main:581] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1407.78 ms [2020-12-20 19:04:57 main:581] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1406.79 ms [2020-12-20 19:04:59 main:581] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1424.86 ms [2020-12-20 19:05:00 main:581] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1411.44 ms [2020-12-20 19:05:01 main:581] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1441.69 ms [2020-12-20 19:05:03 main:581] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1463.56 ms [2020-12-20 19:05:04 main:581] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1439.38 ms [2020-12-20 19:05:06 main:581] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1456.06 ms [2020-12-20 19:05:07 main:581] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1444.58 ms [2020-12-20 19:05:09 main:581] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1464.91 ms [2020-12-20 19:05:10 main:581] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1421.68 ms [2020-12-20 19:05:11 main:581] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1407.45 ms [2020-12-20 19:05:13 main:581] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1387.83 ms [2020-12-20 19:05:14 main:581] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1417.9 ms [2020-12-20 19:05:16 main:581] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1396.27 ms [2020-12-20 19:05:17 main:581] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1411.7 ms [2020-12-20 19:05:19 main:581] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1399.55 ms [2020-12-20 19:05:20 main:581] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1435.8 ms [2020-12-20 19:05:21 main:581] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1390.87 ms [2020-12-20 19:05:23 main:581] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1388.14 ms [2020-12-20 19:05:24 main:581] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1423.21 ms [2020-12-20 19:05:26 main:581] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1421.77 ms [2020-12-20 19:05:27 main:581] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1393.42 ms [2020-12-20 19:05:28 main:581] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1404.36 ms [2020-12-20 19:05:30 main:581] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1458.03 ms [2020-12-20 19:05:31 main:581] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1390.84 ms [2020-12-20 19:05:33 main:581] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1399.61 ms [2020-12-20 19:05:34 main:581] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1403.42 ms [2020-12-20 19:05:35 main:581] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1389.38 ms [2020-12-20 19:05:37 main:581] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1424.13 ms [2020-12-20 19:05:38 main:581] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1404.18 ms [2020-12-20 19:05:40 main:581] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1393.2 ms [2020-12-20 19:05:41 main:581] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1404.7 ms [2020-12-20 19:05:42 main:581] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1406.04 ms [2020-12-20 19:05:44 main:581] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1394.51 ms [2020-12-20 19:05:45 main:581] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1429.84 ms [2020-12-20 19:05:47 main:581] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1406.02 ms [2020-12-20 19:05:48 main:581] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1400.19 ms [2020-12-20 19:05:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss nan [2020-12-20 19:05:48 main:610] : INFO : Saving end state to config to file [2020-12-20 19:05:48 main:615] : INFO : Success, exiting.. 19:05:48 (2169355): 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)