Task 7475784
| Name | ParityModified-1631729287-11091-1_0 |
| Workunit | 5142411 |
| Created | 20 Sep 2021, 10:49:17 UTC |
| Sent | 27 Sep 2021, 3:20:23 UTC |
| Report deadline | 4 Oct 2021, 3:20:23 UTC |
| Received | 27 Sep 2021, 18:13:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 8 sec |
| CPU time | 54 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311088 | val_loss: 0.0311493 | Time: 1613.49 ms
[2021-09-27 13:54:27 main:574] : INFO : Epoch 1543 | loss: 0.0311084 | val_loss: 0.0311513 | Time: 1598.67 ms
[2021-09-27 13:54:29 main:574] : INFO : Epoch 1544 | loss: 0.0311071 | val_loss: 0.0311488 | Time: 1611.55 ms
[2021-09-27 13:54:31 main:574] : INFO : Epoch 1545 | loss: 0.0311075 | val_loss: 0.0311485 | Time: 1605.64 ms
[2021-09-27 13:54:32 main:574] : INFO : Epoch 1546 | loss: 0.0311057 | val_loss: 0.0311547 | Time: 1612.72 ms
[2021-09-27 13:54:34 main:574] : INFO : Epoch 1547 | loss: 0.0311048 | val_loss: 0.0311513 | Time: 1590.22 ms
[2021-09-27 13:54:36 main:574] : INFO : Epoch 1548 | loss: 0.0311044 | val_loss: 0.0311446 | Time: 1616.48 ms
[2021-09-27 13:54:37 main:574] : INFO : Epoch 1549 | loss: 0.0311018 | val_loss: 0.0311476 | Time: 1585.55 ms
[2021-09-27 13:54:39 main:574] : INFO : Epoch 1550 | loss: 0.0311024 | val_loss: 0.0311488 | Time: 1604.36 ms
[2021-09-27 13:54:40 main:574] : INFO : Epoch 1551 | loss: 0.0311046 | val_loss: 0.0311476 | Time: 1494.17 ms
[2021-09-27 13:54:42 main:574] : INFO : Epoch 1552 | loss: 0.0311058 | val_loss: 0.0311501 | Time: 1514.06 ms
[2021-09-27 13:54:43 main:574] : INFO : Epoch 1553 | loss: 0.0311039 | val_loss: 0.0311461 | Time: 1492.5 ms
[2021-09-27 13:54:45 main:574] : INFO : Epoch 1554 | loss: 0.0311033 | val_loss: 0.031148 | Time: 1513.83 ms
[2021-09-27 13:54:46 main:574] : INFO : Epoch 1555 | loss: 0.031102 | val_loss: 0.0311471 | Time: 1521.32 ms
[2021-09-27 13:54:48 main:574] : INFO : Epoch 1556 | loss: 0.0311012 | val_loss: 0.0311498 | Time: 1503.09 ms
[2021-09-27 13:54:49 main:574] : INFO : Epoch 1557 | loss: 0.0311001 | val_loss: 0.0311524 | Time: 1488.56 ms
[2021-09-27 13:54:51 main:574] : INFO : Epoch 1558 | loss: 0.0311001 | val_loss: 0.0311439 | Time: 1488.4 ms
[2021-09-27 13:54:52 main:574] : INFO : Epoch 1559 | loss: 0.0311004 | val_loss: 0.0311509 | Time: 1525.18 ms
[2021-09-27 13:54:54 main:574] : INFO : Epoch 1560 | loss: 0.0311006 | val_loss: 0.0311516 | Time: 1544.98 ms
[2021-09-27 13:54:55 main:574] : INFO : Epoch 1561 | loss: 0.0311008 | val_loss: 0.0311523 | Time: 1545.42 ms
[2021-09-27 13:54:57 main:574] : INFO : Epoch 1562 | loss: 0.0310999 | val_loss: 0.0311466 | Time: 1495.49 ms
[2021-09-27 13:54:58 main:574] : INFO : Epoch 1563 | loss: 0.0311003 | val_loss: 0.0311514 | Time: 1520.43 ms
[2021-09-27 13:55:00 main:574] : INFO : Epoch 1564 | loss: 0.0311026 | val_loss: 0.0311504 | Time: 1520.07 ms
[2021-09-27 13:55:02 main:574] : INFO : Epoch 1565 | loss: 0.0311026 | val_loss: 0.0311499 | Time: 1527.86 ms
[2021-09-27 13:55:03 main:574] : INFO : Epoch 1566 | loss: 0.0311064 | val_loss: 0.0311519 | Time: 1463.39 ms
[2021-09-27 13:55:05 main:574] : INFO : Epoch 1567 | loss: 0.0311141 | val_loss: 0.0311518 | Time: 1498.93 ms
[2021-09-27 13:55:06 main:574] : INFO : Epoch 1568 | loss: 0.0311082 | val_loss: 0.0311493 | Time: 1489.58 ms
[2021-09-27 13:55:08 main:574] : INFO : Epoch 1569 | loss: 0.0311056 | val_loss: 0.0311523 | Time: 1501.51 ms
[2021-09-27 13:55:09 main:574] : INFO : Epoch 1570 | loss: 0.0311027 | val_loss: 0.0311518 | Time: 1530.99 ms
[2021-09-27 13:55:11 main:574] : INFO : Epoch 1571 | loss: 0.0311021 | val_loss: 0.0311461 | Time: 1470.9 ms
[2021-09-27 13:55:12 main:574] : INFO : Epoch 1572 | loss: 0.0311055 | val_loss: 0.0311507 | Time: 1533.4 ms
[2021-09-27 13:55:14 main:574] : INFO : Epoch 1573 | loss: 0.0311015 | val_loss: 0.031153 | Time: 1502.2 ms
[2021-09-27 13:55:15 main:574] : INFO : Epoch 1574 | loss: 0.0311 | val_loss: 0.0311489 | Time: 1491.01 ms
[2021-09-27 13:55:17 main:574] : INFO : Epoch 1575 | loss: 0.0310989 | val_loss: 0.0311488 | Time: 1530.49 ms
[2021-09-27 13:55:18 main:574] : INFO : Epoch 1576 | loss: 0.0311049 | val_loss: 0.0311491 | Time: 1471.24 ms
[2021-09-27 13:55:20 main:574] : INFO : Epoch 1577 | loss: 0.0311041 | val_loss: 0.0311424 | Time: 1487.05 ms
[2021-09-27 13:55:21 main:574] : INFO : Epoch 1578 | loss: 0.0311015 | val_loss: 0.0311494 | Time: 1485.54 ms
[2021-09-27 13:55:23 main:574] : INFO : Epoch 1579 | loss: 0.0310977 | val_loss: 0.0311491 | Time: 1495.8 ms
[2021-09-27 13:55:24 main:574] : INFO : Epoch 1580 | loss: 0.0310962 | val_loss: 0.0311556 | Time: 1482.24 ms
[2021-09-27 13:55:26 main:574] : INFO : Epoch 1581 | loss: 0.0310957 | val_loss: 0.0311462 | Time: 1474.27 ms
[2021-09-27 13:55:27 main:574] : INFO : Epoch 1582 | loss: 0.0310964 | val_loss: 0.03115 | Time: 1518.14 ms
[2021-09-27 13:55:29 main:574] : INFO : Epoch 1583 | loss: 0.0310947 | val_loss: 0.0311517 | Time: 1498.22 ms
[2021-09-27 13:55:30 main:574] : INFO : Epoch 1584 | loss: 0.0310957 | val_loss: 0.0311478 | Time: 1524.59 ms
[2021-09-27 13:55:32 main:574] : INFO : Epoch 1585 | loss: 0.0310958 | val_loss: 0.031147 | Time: 1520.01 ms
[2021-09-27 13:55:33 main:574] : INFO : Epoch 1586 | loss: 0.0310949 | val_loss: 0.0311471 | Time: 1511.02 ms
[2021-09-27 13:55:35 main:574] : INFO : Epoch 1587 | loss: 0.031099 | val_loss: 0.0311478 | Time: 1474.98 ms
[2021-09-27 13:55:36 main:574] : INFO : Epoch 1588 | loss: 0.0310988 | val_loss: 0.0311503 | Time: 1492.77 ms
[2021-09-27 13:55:38 main:574] : INFO : Epoch 1589 | loss: 0.0311014 | val_loss: 0.031153 | Time: 1519.12 ms
[2021-09-27 13:55:39 main:574] : INFO : Epoch 1590 | loss: 0.0311004 | val_loss: 0.0311442 | Time: 1513.85 ms
[2021-09-27 13:55:41 main:574] : INFO : Epoch 1591 | loss: 0.0311026 | val_loss: 0.0311449 | Time: 1503.44 ms
[2021-09-27 13:55:42 main:574] : INFO : Epoch 1592 | loss: 0.0310984 | val_loss: 0.0311457 | Time: 1504.71 ms
[2021-09-27 13:55:44 main:574] : INFO : Epoch 1593 | loss: 0.0310963 | val_loss: 0.0311442 | Time: 1514.17 ms
[2021-09-27 13:55:45 main:574] : INFO : Epoch 1594 | loss: 0.0310967 | val_loss: 0.0311434 | Time: 1530.38 ms
[2021-09-27 13:55:47 main:574] : INFO : Epoch 1595 | loss: 0.0311106 | val_loss: 0.0311432 | Time: 1480.11 ms
[2021-09-27 13:55:48 main:574] : INFO : Epoch 1596 | loss: 0.0311071 | val_loss: 0.031145 | Time: 1445.87 ms
[2021-09-27 13:55:50 main:574] : INFO : Epoch 1597 | loss: 0.0311043 | val_loss: 0.031144 | Time: 1500.55 ms
[2021-09-27 13:55:51 main:574] : INFO : Epoch 1598 | loss: 0.0311042 | val_loss: 0.0311437 | Time: 1545.86 ms
[2021-09-27 13:55:53 main:574] : INFO : Epoch 1599 | loss: 0.0311041 | val_loss: 0.0311471 | Time: 1490.53 ms
[2021-09-27 13:55:54 main:574] : INFO : Epoch 1600 | loss: 0.0311003 | val_loss: 0.0311489 | Time: 1493.6 ms
[2021-09-27 13:55:56 main:574] : INFO : Epoch 1601 | loss: 0.0310983 | val_loss: 0.0311467 | Time: 1483.43 ms
[2021-09-27 13:55:57 main:574] : INFO : Epoch 1602 | loss: 0.0310967 | val_loss: 0.0311467 | Time: 1514.84 ms
[2021-09-27 13:55:59 main:574] : INFO : Epoch 1603 | loss: 0.0310955 | val_loss: 0.0311494 | Time: 1477.03 ms
[2021-09-27 13:56:00 main:574] : INFO : Epoch 1604 | loss: 0.0310989 | val_loss: 0.0311481 | Time: 1517.17 ms
[2021-09-27 13:56:02 main:574] : INFO : Epoch 1605 | loss: 0.0310973 | val_loss: 0.0311522 | Time: 1506.07 ms
[2021-09-27 13:56:03 main:574] : INFO : Epoch 1606 | loss: 0.0310969 | val_loss: 0.0311515 | Time: 1517.22 ms
[2021-09-27 13:56:05 main:574] : INFO : Epoch 1607 | loss: 0.0310993 | val_loss: 0.0311432 | Time: 1480.15 ms
[2021-09-27 13:56:06 main:574] : INFO : Epoch 1608 | loss: 0.031097 | val_loss: 0.0311487 | Time: 1513.22 ms
[2021-09-27 13:56:08 main:574] : INFO : Epoch 1609 | loss: 0.0310935 | val_loss: 0.0311541 | Time: 1494.56 ms
[2021-09-27 13:56:09 main:574] : INFO : Epoch 1610 | loss: 0.0310929 | val_loss: 0.0311524 | Time: 1494.22 ms
[2021-09-27 13:56:11 main:574] : INFO : Epoch 1611 | loss: 0.0310936 | val_loss: 0.0311488 | Time: 1474.8 ms
[2021-09-27 13:56:12 main:574] : INFO : Epoch 1612 | loss: 0.0310926 | val_loss: 0.0311517 | Time: 1525.8 ms
[2021-09-27 13:56:14 main:574] : INFO : Epoch 1613 | loss: 0.0311001 | val_loss: 0.0311483 | Time: 1501.44 ms
[2021-09-27 13:56:15 main:574] : INFO : Epoch 1614 | loss: 0.0311005 | val_loss: 0.0311538 | Time: 1485.13 ms
[2021-09-27 13:56:17 main:574] : INFO : Epoch 1615 | loss: 0.0310985 | val_loss: 0.0311546 | Time: 1502.94 ms
[2021-09-27 13:56:18 main:574] : INFO : Epoch 1616 | loss: 0.0310988 | val_loss: 0.0311519 | Time: 1495.56 ms
[2021-09-27 13:56:20 main:574] : INFO : Epoch 1617 | loss: 0.031102 | val_loss: 0.0311497 | Time: 1482.41 ms
[2021-09-27 13:56:21 main:574] : INFO : Epoch 1618 | loss: 0.0310986 | val_loss: 0.0311493 | Time: 1499.89 ms
[2021-09-27 13:56:23 main:574] : INFO : Epoch 1619 | loss: 0.0310938 | val_loss: 0.0311433 | Time: 1542.46 ms
[2021-09-27 13:56:24 main:574] : INFO : Epoch 1620 | loss: 0.0310941 | val_loss: 0.0311491 | Time: 1552.74 ms
[2021-09-27 13:56:26 main:574] : INFO : Epoch 1621 | loss: 0.0310941 | val_loss: 0.0311497 | Time: 1494.95 ms
[2021-09-27 13:56:27 main:574] : INFO : Epoch 1622 | loss: 0.0311044 | val_loss: 0.0311451 | Time: 1502.73 ms
[2021-09-27 13:56:29 main:574] : INFO : Epoch 1623 | loss: 0.0311009 | val_loss: 0.0311599 | Time: 1518.32 ms
[2021-09-27 13:56:30 main:574] : INFO : Epoch 1624 | loss: 0.0310973 | val_loss: 0.0311425 | Time: 1495.75 ms
[2021-09-27 13:56:32 main:574] : INFO : Epoch 1625 | loss: 0.0310954 | val_loss: 0.0311493 | Time: 1498.19 ms
[2021-09-27 13:56:34 main:574] : INFO : Epoch 1626 | loss: 0.031094 | val_loss: 0.0311447 | Time: 1544.96 ms
[2021-09-27 13:56:35 main:574] : INFO : Epoch 1627 | loss: 0.031095 | val_loss: 0.0311578 | Time: 1468.75 ms
[2021-09-27 13:56:37 main:574] : INFO : Epoch 1628 | loss: 0.031092 | val_loss: 0.0311448 | Time: 1494.16 ms
[2021-09-27 13:56:38 main:574] : INFO : Epoch 1629 | loss: 0.0310937 | val_loss: 0.0311535 | Time: 1489.69 ms
[2021-09-27 13:56:39 main:574] : INFO : Epoch 1630 | loss: 0.0310919 | val_loss: 0.031149 | Time: 1479.17 ms
[2021-09-27 13:56:41 main:574] : INFO : Epoch 1631 | loss: 0.0310954 | val_loss: 0.0311474 | Time: 1495.2 ms
[2021-09-27 13:56:43 main:574] : INFO : Epoch 1632 | loss: 0.0311142 | val_loss: 0.0311486 | Time: 1501.44 ms
[2021-09-27 13:56:44 main:574] : INFO : Epoch 1633 | loss: 0.0311056 | val_loss: 0.0311426 | Time: 1497.85 ms
[2021-09-27 13:56:46 main:574] : INFO : Epoch 1634 | loss: 0.0311 | val_loss: 0.0311426 | Time: 1512.69 ms
[2021-09-27 13:56:47 main:574] : INFO : Epoch 1635 | loss: 0.0310961 | val_loss: 0.0311413 | Time: 1490.51 ms
[2021-09-27 13:56:49 main:574] : INFO : Epoch 1636 | loss: 0.0311009 | val_loss: 0.0311504 | Time: 1494.73 ms
[2021-09-27 13:56:50 main:574] : INFO : Epoch 1637 | loss: 0.0310968 | val_loss: 0.0311425 | Time: 1477.62 ms
[2021-09-27 13:56:52 main:574] : INFO : Epoch 1638 | loss: 0.031095 | val_loss: 0.0311517 | Time: 1563.61 ms
[2021-09-27 13:56:53 main:574] : INFO : Epoch 1639 | loss: 0.0310953 | val_loss: 0.0311442 | Time: 1534.26 ms
[2021-09-27 13:56:55 main:574] : INFO : Epoch 1640 | loss: 0.0310963 | val_loss: 0.031147 | Time: 1504.35 ms
[2021-09-27 13:56:56 main:574] : INFO : Epoch 1641 | loss: 0.031093 | val_loss: 0.0311453 | Time: 1610.36 ms
[2021-09-27 13:56:58 main:574] : INFO : Epoch 1642 | loss: 0.0310946 | val_loss: 0.031148 | Time: 1616.45 ms
[2021-09-27 13:56:59 main:574] : INFO : Epoch 1643 | loss: 0.0310948 | val_loss: 0.0311456 | Time: 1607.46 ms
[2021-09-27 13:57:01 main:574] : INFO : Epoch 1644 | loss: 0.0311087 | val_loss: 0.0311507 | Time: 1587.05 ms
[2021-09-27 13:57:03 main:574] : INFO : Epoch 1645 | loss: 0.0311204 | val_loss: 0.0311422 | Time: 1593.79 ms
[2021-09-27 13:57:04 main:574] : INFO : Epoch 1646 | loss: 0.0311125 | val_loss: 0.031144 | Time: 1604.62 ms
[2021-09-27 13:57:06 main:574] : INFO : Epoch 1647 | loss: 0.0311098 | val_loss: 0.0311469 | Time: 1608.88 ms
[2021-09-27 13:57:08 main:574] : INFO : Epoch 1648 | loss: 0.0311087 | val_loss: 0.0311474 | Time: 1610.9 ms
[2021-09-27 13:57:09 main:574] : INFO : Epoch 1649 | loss: 0.031104 | val_loss: 0.0311448 | Time: 1590.68 ms
[2021-09-27 13:57:11 main:574] : INFO : Epoch 1650 | loss: 0.0311011 | val_loss: 0.0311459 | Time: 1603.27 ms
[2021-09-27 13:57:12 main:574] : INFO : Epoch 1651 | loss: 0.0311003 | val_loss: 0.031146 | Time: 1574.48 ms
[2021-09-27 13:57:14 main:574] : INFO : Epoch 1652 | loss: 0.0310997 | val_loss: 0.0311499 | Time: 1599.86 ms
[2021-09-27 13:57:16 main:574] : INFO : Epoch 1653 | loss: 0.0310995 | val_loss: 0.0311502 | Time: 1591.78 ms
[2021-09-27 13:57:17 main:574] : INFO : Epoch 1654 | loss: 0.0310993 | val_loss: 0.0311432 | Time: 1605.14 ms
[2021-09-27 13:57:19 main:574] : INFO : Epoch 1655 | loss: 0.0310974 | val_loss: 0.031145 | Time: 1604.63 ms
[2021-09-27 13:57:20 main:574] : INFO : Epoch 1656 | loss: 0.0311056 | val_loss: 0.0311522 | Time: 1591.02 ms
[2021-09-27 13:57:22 main:574] : INFO : Epoch 1657 | loss: 0.0311105 | val_loss: 0.0311467 | Time: 1546.81 ms
[2021-09-27 13:57:23 main:574] : INFO : Epoch 1658 | loss: 0.0311052 | val_loss: 0.0311422 | Time: 1585.59 ms
[2021-09-27 13:57:25 main:574] : INFO : Epoch 1659 | loss: 0.0311017 | val_loss: 0.0311406 | Time: 1605.84 ms
[2021-09-27 13:57:27 main:574] : INFO : Epoch 1660 | loss: 0.0310956 | val_loss: 0.031147 | Time: 1599.4 ms
[2021-09-27 13:57:28 main:574] : INFO : Epoch 1661 | loss: 0.0310955 | val_loss: 0.0311505 | Time: 1602.52 ms
[2021-09-27 13:57:30 main:574] : INFO : Epoch 1662 | loss: 0.0311007 | val_loss: 0.0311484 | Time: 1591.12 ms
[2021-09-27 13:57:32 main:574] : INFO : Epoch 1663 | loss: 0.0310962 | val_loss: 0.0311501 | Time: 1636.99 ms
[2021-09-27 13:57:33 main:574] : INFO : Epoch 1664 | loss: 0.0310979 | val_loss: 0.0311527 | Time: 1594.68 ms
[2021-09-27 13:57:35 main:574] : INFO : Epoch 1665 | loss: 0.0310965 | val_loss: 0.0311461 | Time: 1612.63 ms
[2021-09-27 13:57:36 main:574] : INFO : Epoch 1666 | loss: 0.0310973 | val_loss: 0.0311544 | Time: 1615.65 ms
[2021-09-27 13:57:38 main:574] : INFO : Epoch 1667 | loss: 0.0310985 | val_loss: 0.0311557 | Time: 1620.52 ms
[2021-09-27 13:57:40 main:574] : INFO : Epoch 1668 | loss: 0.0310979 | val_loss: 0.0311512 | Time: 1606.31 ms
[2021-09-27 13:57:41 main:574] : INFO : Epoch 1669 | loss: 0.0310923 | val_loss: 0.0311453 | Time: 1587.88 ms
[2021-09-27 13:57:43 main:574] : INFO : Epoch 1670 | loss: 0.0310924 | val_loss: 0.031144 | Time: 1595.53 ms
[2021-09-27 13:57:44 main:574] : INFO : Epoch 1671 | loss: 0.0310922 | val_loss: 0.0311498 | Time: 1580.43 ms
[2021-09-27 13:57:46 main:574] : INFO : Epoch 1672 | loss: 0.0310912 | val_loss: 0.031143 | Time: 1603.9 ms
[2021-09-27 13:57:48 main:574] : INFO : Epoch 1673 | loss: 0.0310901 | val_loss: 0.0311464 | Time: 1618.92 ms
[2021-09-27 13:57:49 main:574] : INFO : Epoch 1674 | loss: 0.0310926 | val_loss: 0.0311446 | Time: 1579.87 ms
[2021-09-27 13:57:51 main:574] : INFO : Epoch 1675 | loss: 0.0310895 | val_loss: 0.0311491 | Time: 1590.39 ms
[2021-09-27 13:57:52 main:574] : INFO : Epoch 1676 | loss: 0.0310893 | val_loss: 0.0311538 | Time: 1600.12 ms
[2021-09-27 13:57:54 main:574] : INFO : Epoch 1677 | loss: 0.0310879 | val_loss: 0.0311466 | Time: 1592.83 ms
[2021-09-27 13:57:56 main:574] : INFO : Epoch 1678 | loss: 0.0310874 | val_loss: 0.0311558 | Time: 1642.62 ms
[2021-09-27 13:57:57 main:574] : INFO : Epoch 1679 | loss: 0.0310995 | val_loss: 0.0311575 | Time: 1613.62 ms
[2021-09-27 13:57:59 main:574] : INFO : Epoch 1680 | loss: 0.0310982 | val_loss: 0.0311454 | Time: 1592.53 ms
[2021-09-27 13:58:01 main:574] : INFO : Epoch 1681 | loss: 0.0310984 | val_loss: 0.0311462 | Time: 1583.17 ms
[2021-09-27 13:58:02 main:574] : INFO : Epoch 1682 | loss: 0.0310964 | val_loss: 0.0311459 | Time: 1604.28 ms
[2021-09-27 13:58:04 main:574] : INFO : Epoch 1683 | loss: 0.0310921 | val_loss: 0.0311543 | Time: 1606.03 ms
[2021-09-27 13:58:05 main:574] : INFO : Epoch 1684 | loss: 0.0310936 | val_loss: 0.031151 | Time: 1629.6 ms
[2021-09-27 13:58:07 main:574] : INFO : Epoch 1685 | loss: 0.0310905 | val_loss: 0.0311429 | Time: 1605.91 ms
[2021-09-27 13:58:09 main:574] : INFO : Epoch 1686 | loss: 0.0310917 | val_loss: 0.0311475 | Time: 1631.21 ms
[2021-09-27 13:58:10 main:574] : INFO : Epoch 1687 | loss: 0.0310868 | val_loss: 0.0311485 | Time: 1599.07 ms
[2021-09-27 13:58:12 main:574] : INFO : Epoch 1688 | loss: 0.0310851 | val_loss: 0.0311466 | Time: 1595.64 ms
[2021-09-27 13:58:13 main:574] : INFO : Epoch 1689 | loss: 0.0310857 | val_loss: 0.0311488 | Time: 1589.3 ms
[2021-09-27 13:58:15 main:574] : INFO : Epoch 1690 | loss: 0.0310866 | val_loss: 0.0311505 | Time: 1604.7 ms
[2021-09-27 13:58:17 main:574] : INFO : Epoch 1691 | loss: 0.031085 | val_loss: 0.0311478 | Time: 1608.8 ms
[2021-09-27 13:58:18 main:574] : INFO : Epoch 1692 | loss: 0.031085 | val_loss: 0.0311509 | Time: 1593.1 ms
[2021-09-27 13:58:20 main:574] : INFO : Epoch 1693 | loss: 0.0310832 | val_loss: 0.0311537 | Time: 1598.81 ms
[2021-09-27 13:58:21 main:574] : INFO : Epoch 1694 | loss: 0.0310852 | val_loss: 0.0311572 | Time: 1601.64 ms
[2021-09-27 13:58:23 main:574] : INFO : Epoch 1695 | loss: 0.0310865 | val_loss: 0.0311486 | Time: 1582.54 ms
[2021-09-27 13:58:25 main:574] : INFO : Epoch 1696 | loss: 0.0310883 | val_loss: 0.0311511 | Time: 1620.52 ms
[2021-09-27 13:58:26 main:574] : INFO : Epoch 1697 | loss: 0.0310905 | val_loss: 0.0311529 | Time: 1606.93 ms
[2021-09-27 13:58:28 main:574] : INFO : Epoch 1698 | loss: 0.0310874 | val_loss: 0.0311442 | Time: 1619.14 ms
[2021-09-27 13:58:30 main:574] : INFO : Epoch 1699 | loss: 0.0310888 | val_loss: 0.0311525 | Time: 1587.66 ms
[2021-09-27 13:58:31 main:574] : INFO : Epoch 1700 | loss: 0.0310878 | val_loss: 0.0311534 | Time: 1589.57 ms
[2021-09-27 13:58:33 main:574] : INFO : Epoch 1701 | loss: 0.0310838 | val_loss: 0.0311499 | Time: 1617.06 ms
[2021-09-27 13:58:34 main:574] : INFO : Epoch 1702 | loss: 0.0310839 | val_loss: 0.0311554 | Time: 1598.62 ms
[2021-09-27 13:58:36 main:574] : INFO : Epoch 1703 | loss: 0.0310838 | val_loss: 0.0311542 | Time: 1598.62 ms
[2021-09-27 13:58:38 main:574] : INFO : Epoch 1704 | loss: 0.0310834 | val_loss: 0.0311481 | Time: 1585.29 ms
[2021-09-27 13:58:39 main:574] : INFO : Epoch 1705 | loss: 0.0310823 | val_loss: 0.0311501 | Time: 1603.62 ms
[2021-09-27 13:58:41 main:574] : INFO : Epoch 1706 | loss: 0.031085 | val_loss: 0.0311502 | Time: 1629.44 ms
[2021-09-27 13:58:42 main:574] : INFO : Epoch 1707 | loss: 0.0310831 | val_loss: 0.0311481 | Time: 1591.42 ms
[2021-09-27 13:58:44 main:574] : INFO : Epoch 1708 | loss: 0.0310846 | val_loss: 0.0311496 | Time: 1615.25 ms
[2021-09-27 13:58:46 main:574] : INFO : Epoch 1709 | loss: 0.0310837 | val_loss: 0.0311467 | Time: 1613.74 ms
[2021-09-27 13:58:47 main:574] : INFO : Epoch 1710 | loss: 0.031086 | val_loss: 0.0311484 | Time: 1626.79 ms
[2021-09-27 13:58:49 main:574] : INFO : Epoch 1711 | loss: 0.0310834 | val_loss: 0.0311509 | Time: 1613.45 ms
[2021-09-27 13:58:50 main:574] : INFO : Epoch 1712 | loss: 0.0310817 | val_loss: 0.0311615 | Time: 1602.77 ms
[2021-09-27 13:58:52 main:574] : INFO : Epoch 1713 | loss: 0.0310844 | val_loss: 0.031151 | Time: 1604.09 ms
[2021-09-27 13:58:54 main:574] : INFO : Epoch 1714 | loss: 0.0310833 | val_loss: 0.0311481 | Time: 1608.31 ms
[2021-09-27 13:58:55 main:574] : INFO : Epoch 1715 | loss: 0.0310831 | val_loss: 0.0311526 | Time: 1616.6 ms
[2021-09-27 13:58:57 main:574] : INFO : Epoch 1716 | loss: 0.0310832 | val_loss: 0.0311593 | Time: 1607.16 ms
[2021-09-27 13:58:59 main:574] : INFO : Epoch 1717 | loss: 0.0310818 | val_loss: 0.0311523 | Time: 1621.56 ms
[2021-09-27 13:59:00 main:574] : INFO : Epoch 1718 | loss: 0.0310835 | val_loss: 0.0311498 | Time: 1633.76 ms
[2021-09-27 13:59:02 main:574] : INFO : Epoch 1719 | loss: 0.031094 | val_loss: 0.0311564 | Time: 1602.77 ms
[2021-09-27 13:59:03 main:574] : INFO : Epoch 1720 | loss: 0.0310919 | val_loss: 0.0311485 | Time: 1618.7 ms
[2021-09-27 13:59:05 main:574] : INFO : Epoch 1721 | loss: 0.0310908 | val_loss: 0.0311426 | Time: 1605.24 ms
[2021-09-27 13:59:07 main:574] : INFO : Epoch 1722 | loss: 0.0311024 | val_loss: 0.0311482 | Time: 1595.22 ms
[2021-09-27 13:59:08 main:574] : INFO : Epoch 1723 | loss: 0.0310966 | val_loss: 0.0311458 | Time: 1596.69 ms
[2021-09-27 13:59:10 main:574] : INFO : Epoch 1724 | loss: 0.031091 | val_loss: 0.0311464 | Time: 1611.63 ms
[2021-09-27 13:59:11 main:574] : INFO : Epoch 1725 | loss: 0.031091 | val_loss: 0.0311425 | Time: 1612.56 ms
[2021-09-27 13:59:13 main:574] : INFO : Epoch 1726 | loss: 0.0310901 | val_loss: 0.0311472 | Time: 1592.34 ms
[2021-09-27 13:59:15 main:574] : INFO : Epoch 1727 | loss: 0.0310933 | val_loss: 0.0311495 | Time: 1616.87 ms
[2021-09-27 13:59:16 main:574] : INFO : Epoch 1728 | loss: 0.0310895 | val_loss: 0.0311466 | Time: 1627.52 ms
[2021-09-27 13:59:18 main:574] : INFO : Epoch 1729 | loss: 0.0310877 | val_loss: 0.0311481 | Time: 1621.73 ms
[2021-09-27 13:59:20 main:574] : INFO : Epoch 1730 | loss: 0.0310875 | val_loss: 0.0311507 | Time: 1604.71 ms
[2021-09-27 13:59:21 main:574] : INFO : Epoch 1731 | loss: 0.0310844 | val_loss: 0.031145 | Time: 1607.74 ms
[2021-09-27 13:59:23 main:574] : INFO : Epoch 1732 | loss: 0.031083 | val_loss: 0.0311503 | Time: 1592.99 ms
[2021-09-27 13:59:24 main:574] : INFO : Epoch 1733 | loss: 0.0310819 | val_loss: 0.0311472 | Time: 1607.29 ms
[2021-09-27 13:59:26 main:574] : INFO : Epoch 1734 | loss: 0.0310815 | val_loss: 0.0311495 | Time: 1609.19 ms
[2021-09-27 13:59:28 main:574] : INFO : Epoch 1735 | loss: 0.0310805 | val_loss: 0.0311461 | Time: 1576.24 ms
[2021-09-27 13:59:29 main:574] : INFO : Epoch 1736 | loss: 0.0310834 | val_loss: 0.0311482 | Time: 1618.29 ms
[2021-09-27 13:59:31 main:574] : INFO : Epoch 1737 | loss: 0.0310824 | val_loss: 0.031156 | Time: 1614.42 ms
[2021-09-27 13:59:32 main:574] : INFO : Epoch 1738 | loss: 0.031083 | val_loss: 0.0311586 | Time: 1614.63 ms
[2021-09-27 13:59:34 main:574] : INFO : Epoch 1739 | loss: 0.0310863 | val_loss: 0.0311513 | Time: 1624.55 ms
[2021-09-27 13:59:36 main:574] : INFO : Epoch 1740 | loss: 0.0310856 | val_loss: 0.0311515 | Time: 1613.08 ms
[2021-09-27 13:59:37 main:574] : INFO : Epoch 1741 | loss: 0.0310828 | val_loss: 0.0311522 | Time: 1577.19 ms
[2021-09-27 13:59:39 main:574] : INFO : Epoch 1742 | loss: 0.0310796 | val_loss: 0.0311526 | Time: 1588.51 ms
[2021-09-27 13:59:41 main:574] : INFO : Epoch 1743 | loss: 0.031078 | val_loss: 0.0311526 | Time: 1618.35 ms
[2021-09-27 13:59:42 main:574] : INFO : Epoch 1744 | loss: 0.0310788 | val_loss: 0.0311503 | Time: 1593.87 ms
[2021-09-27 13:59:44 main:574] : INFO : Epoch 1745 | loss: 0.0310797 | val_loss: 0.0311543 | Time: 1593.76 ms
[2021-09-27 13:59:45 main:574] : INFO : Epoch 1746 | loss: 0.0310798 | val_loss: 0.0311496 | Time: 1599.76 ms
[2021-09-27 13:59:47 main:574] : INFO : Epoch 1747 | loss: 0.0310791 | val_loss: 0.031157 | Time: 1592.11 ms
[2021-09-27 13:59:49 main:574] : INFO : Epoch 1748 | loss: 0.0310811 | val_loss: 0.0311465 | Time: 1597.36 ms
[2021-09-27 13:59:50 main:574] : INFO : Epoch 1749 | loss: 0.0310837 | val_loss: 0.031147 | Time: 1619.31 ms
[2021-09-27 13:59:52 main:574] : INFO : Epoch 1750 | loss: 0.0310843 | val_loss: 0.0311516 | Time: 1596.41 ms
[2021-09-27 13:59:53 main:574] : INFO : Epoch 1751 | loss: 0.0310902 | val_loss: 0.0311426 | Time: 1602.89 ms
[2021-09-27 13:59:55 main:574] : INFO : Epoch 1752 | loss: 0.0310949 | val_loss: 0.0311464 | Time: 1608.73 ms
[2021-09-27 13:59:57 main:574] : INFO : Epoch 1753 | loss: 0.0310865 | val_loss: 0.0311468 | Time: 1635.95 ms
[2021-09-27 13:59:58 main:574] : INFO : Epoch 1754 | loss: 0.0310849 | val_loss: 0.0311524 | Time: 1598.65 ms
[2021-09-27 14:00:00 main:574] : INFO : Epoch 1755 | loss: 0.0310819 | val_loss: 0.0311473 | Time: 1593.08 ms
[2021-09-27 14:00:01 main:574] : INFO : Epoch 1756 | loss: 0.0310824 | val_loss: 0.0311504 | Time: 1615.53 ms
[2021-09-27 14:00:03 main:574] : INFO : Epoch 1757 | loss: 0.0310806 | val_loss: 0.0311535 | Time: 1611.13 ms
[2021-09-27 14:00:05 main:574] : INFO : Epoch 1758 | loss: 0.0310791 | val_loss: 0.0311535 | Time: 1617.92 ms
[2021-09-27 14:00:06 main:574] : INFO : Epoch 1759 | loss: 0.0310783 | val_loss: 0.0311646 | Time: 1601.72 ms
[2021-09-27 14:00:08 main:574] : INFO : Epoch 1760 | loss: 0.0310776 | val_loss: 0.0311536 | Time: 1598.78 ms
[2021-09-27 14:00:10 main:574] : INFO : Epoch 1761 | loss: 0.0310802 | val_loss: 0.0311524 | Time: 1589.97 ms
[2021-09-27 14:00:11 main:574] : INFO : Epoch 1762 | loss: 0.0310817 | val_loss: 0.0311549 | Time: 1622.08 ms
[2021-09-27 14:00:13 main:574] : INFO : Epoch 1763 | loss: 0.0310839 | val_loss: 0.0311521 | Time: 1589.77 ms
[2021-09-27 14:00:14 main:574] : INFO : Epoch 1764 | loss: 0.031086 | val_loss: 0.0311499 | Time: 1604.03 ms
[2021-09-27 14:00:16 main:574] : INFO : Epoch 1765 | loss: 0.0310923 | val_loss: 0.0311528 | Time: 1598.89 ms
[2021-09-27 14:00:18 main:574] : INFO : Epoch 1766 | loss: 0.0310985 | val_loss: 0.0311465 | Time: 1596.08 ms
[2021-09-27 14:00:19 main:574] : INFO : Epoch 1767 | loss: 0.0310889 | val_loss: 0.031148 | Time: 1593.48 ms
[2021-09-27 14:00:21 main:574] : INFO : Epoch 1768 | loss: 0.0310857 | val_loss: 0.0311456 | Time: 1622.86 ms
[2021-09-27 14:00:22 main:574] : INFO : Epoch 1769 | loss: 0.0310856 | val_loss: 0.0311476 | Time: 1606.92 ms
[2021-09-27 14:00:24 main:574] : INFO : Epoch 1770 | loss: 0.0310825 | val_loss: 0.0311482 | Time: 1621.77 ms
[2021-09-27 14:00:26 main:574] : INFO : Epoch 1771 | loss: 0.0310843 | val_loss: 0.0311521 | Time: 1627.86 ms
[2021-09-27 14:00:27 main:574] : INFO : Epoch 1772 | loss: 0.0310876 | val_loss: 0.0311586 | Time: 1586.09 ms
[2021-09-27 14:00:29 main:574] : INFO : Epoch 1773 | loss: 0.0310836 | val_loss: 0.0311564 | Time: 1597 ms
[2021-09-27 14:00:30 main:574] : INFO : Epoch 1774 | loss: 0.0310792 | val_loss: 0.031157 | Time: 1601.72 ms
[2021-09-27 14:00:32 main:574] : INFO : Epoch 1775 | loss: 0.0310854 | val_loss: 0.0311541 | Time: 1555.58 ms
[2021-09-27 14:00:34 main:574] : INFO : Epoch 1776 | loss: 0.0310814 | val_loss: 0.0311531 | Time: 1593.24 ms
[2021-09-27 14:00:35 main:574] : INFO : Epoch 1777 | loss: 0.0310835 | val_loss: 0.0311545 | Time: 1585.86 ms
[2021-09-27 14:00:37 main:574] : INFO : Epoch 1778 | loss: 0.0310827 | val_loss: 0.0311555 | Time: 1619.15 ms
[2021-09-27 14:00:38 main:574] : INFO : Epoch 1779 | loss: 0.0310786 | val_loss: 0.0311466 | Time: 1629.15 ms
[2021-09-27 14:00:40 main:574] : INFO : Epoch 1780 | loss: 0.0310787 | val_loss: 0.0311426 | Time: 1612.34 ms
[2021-09-27 14:00:42 main:574] : INFO : Epoch 1781 | loss: 0.0310839 | val_loss: 0.0311504 | Time: 1608.88 ms
[2021-09-27 14:00:43 main:574] : INFO : Epoch 1782 | loss: 0.0311034 | val_loss: 0.0311466 | Time: 1615.13 ms
[2021-09-27 14:00:45 main:574] : INFO : Epoch 1783 | loss: 0.0310965 | val_loss: 0.0311446 | Time: 1598.94 ms
[2021-09-27 14:00:47 main:574] : INFO : Epoch 1784 | loss: 0.031095 | val_loss: 0.0311513 | Time: 1599.67 ms
[2021-09-27 14:00:48 main:574] : INFO : Epoch 1785 | loss: 0.0310962 | val_loss: 0.0311514 | Time: 1604.94 ms
[2021-09-27 14:00:50 main:574] : INFO : Epoch 1786 | loss: 0.0310908 | val_loss: 0.0311534 | Time: 1595.61 ms
[2021-09-27 14:00:51 main:574] : INFO : Epoch 1787 | loss: 0.0310908 | val_loss: 0.0311508 | Time: 1583.07 ms
[2021-09-27 14:00:53 main:574] : INFO : Epoch 1788 | loss: 0.0310852 | val_loss: 0.0311502 | Time: 1601.16 ms
[2021-09-27 14:00:55 main:574] : INFO : Epoch 1789 | loss: 0.0310818 | val_loss: 0.0311507 | Time: 1597.65 ms
[2021-09-27 14:00:56 main:574] : INFO : Epoch 1790 | loss: 0.0310793 | val_loss: 0.0311503 | Time: 1580.49 ms
[2021-09-27 14:00:58 main:574] : INFO : Epoch 1791 | loss: 0.0310795 | val_loss: 0.0311434 | Time: 1617.59 ms
[2021-09-27 14:00:59 main:574] : INFO : Epoch 1792 | loss: 0.0310759 | val_loss: 0.0311522 | Time: 1627.87 ms
[2021-09-27 14:01:01 main:574] : INFO : Epoch 1793 | loss: 0.0310773 | val_loss: 0.0311588 | Time: 1619.72 ms
[2021-09-27 14:01:03 main:574] : INFO : Epoch 1794 | loss: 0.0310804 | val_loss: 0.0311488 | Time: 1616.12 ms
[2021-09-27 14:01:04 main:574] : INFO : Epoch 1795 | loss: 0.0310812 | val_loss: 0.031154 | Time: 1618.6 ms
[2021-09-27 14:01:06 main:574] : INFO : Epoch 1796 | loss: 0.0310786 | val_loss: 0.0311509 | Time: 1595.23 ms
[2021-09-27 14:01:08 main:574] : INFO : Epoch 1797 | loss: 0.0310788 | val_loss: 0.0311507 | Time: 1611.68 ms
[2021-09-27 14:01:09 main:574] : INFO : Epoch 1798 | loss: 0.0310801 | val_loss: 0.0311511 | Time: 1627.92 ms
[2021-09-27 14:01:11 main:574] : INFO : Epoch 1799 | loss: 0.0310799 | val_loss: 0.031155 | Time: 1614.39 ms
[2021-09-27 14:01:12 main:574] : INFO : Epoch 1800 | loss: 0.0310794 | val_loss: 0.0311582 | Time: 1602.05 ms
[2021-09-27 14:01:14 main:574] : INFO : Epoch 1801 | loss: 0.0310784 | val_loss: 0.0311543 | Time: 1602.56 ms
[2021-09-27 14:01:16 main:574] : INFO : Epoch 1802 | loss: 0.0310785 | val_loss: 0.03115 | Time: 1600.34 ms
[2021-09-27 14:01:17 main:574] : INFO : Epoch 1803 | loss: 0.0310749 | val_loss: 0.0311601 | Time: 1606.06 ms
[2021-09-27 14:01:19 main:574] : INFO : Epoch 1804 | loss: 0.03108 | val_loss: 0.0311538 | Time: 1607.15 ms
[2021-09-27 14:01:20 main:574] : INFO : Epoch 1805 | loss: 0.0310783 | val_loss: 0.0311515 | Time: 1621.72 ms
[2021-09-27 14:01:22 main:574] : INFO : Epoch 1806 | loss: 0.0310739 | val_loss: 0.0311571 | Time: 1571.36 ms
[2021-09-27 14:01:24 main:574] : INFO : Epoch 1807 | loss: 0.0310743 | val_loss: 0.0311527 | Time: 1578.58 ms
[2021-09-27 14:01:25 main:574] : INFO : Epoch 1808 | loss: 0.0310752 | val_loss: 0.0311539 | Time: 1578.78 ms
[2021-09-27 14:01:27 main:574] : INFO : Epoch 1809 | loss: 0.0310766 | val_loss: 0.0311586 | Time: 1605.2 ms
[2021-09-27 14:01:28 main:574] : INFO : Epoch 1810 | loss: 0.031085 | val_loss: 0.0311628 | Time: 1598.97 ms
[2021-09-27 14:01:30 main:574] : INFO : Epoch 1811 | loss: 0.0310879 | val_loss: 0.0311472 | Time: 1607.23 ms
[2021-09-27 14:01:32 main:574] : INFO : Epoch 1812 | loss: 0.031085 | val_loss: 0.0311435 | Time: 1606.57 ms
[2021-09-27 14:01:33 main:574] : INFO : Epoch 1813 | loss: 0.03109 | val_loss: 0.0311436 | Time: 1605.96 ms
[2021-09-27 14:01:35 main:574] : INFO : Epoch 1814 | loss: 0.0310853 | val_loss: 0.031142 | Time: 1614.67 ms
[2021-09-27 14:01:36 main:574] : INFO : Epoch 1815 | loss: 0.0310835 | val_loss: 0.0311515 | Time: 1598.31 ms
[2021-09-27 14:01:38 main:574] : INFO : Epoch 1816 | loss: 0.0310837 | val_loss: 0.031153 | Time: 1622.05 ms
[2021-09-27 14:01:40 main:574] : INFO : Epoch 1817 | loss: 0.0310838 | val_loss: 0.0311548 | Time: 1602.27 ms
[2021-09-27 14:01:41 main:574] : INFO : Epoch 1818 | loss: 0.0310821 | val_loss: 0.0311488 | Time: 1596.47 ms
[2021-09-27 14:01:43 main:574] : INFO : Epoch 1819 | loss: 0.0310776 | val_loss: 0.0311494 | Time: 1573.08 ms
[2021-09-27 14:01:45 main:574] : INFO : Epoch 1820 | loss: 0.031079 | val_loss: 0.0311569 | Time: 1600.52 ms
[2021-09-27 14:01:46 main:574] : INFO : Epoch 1821 | loss: 0.0310793 | val_loss: 0.0311472 | Time: 1598.92 ms
[2021-09-27 14:01:48 main:574] : INFO : Epoch 1822 | loss: 0.0310853 | val_loss: 0.031156 | Time: 1613.39 ms
[2021-09-27 14:01:49 main:574] : INFO : Epoch 1823 | loss: 0.0310902 | val_loss: 0.0311479 | Time: 1609.69 ms
[2021-09-27 14:01:51 main:574] : INFO : Epoch 1824 | loss: 0.0310847 | val_loss: 0.0311523 | Time: 1603.3 ms
[2021-09-27 14:01:53 main:574] : INFO : Epoch 1825 | loss: 0.0310811 | val_loss: 0.0311455 | Time: 1608.52 ms
[2021-09-27 14:01:54 main:574] : INFO : Epoch 1826 | loss: 0.0310766 | val_loss: 0.0311517 | Time: 1594.7 ms
[2021-09-27 14:01:56 main:574] : INFO : Epoch 1827 | loss: 0.0310762 | val_loss: 0.0311466 | Time: 1592.44 ms
[2021-09-27 14:01:57 main:574] : INFO : Epoch 1828 | loss: 0.0310748 | val_loss: 0.0311513 | Time: 1603.29 ms
[2021-09-27 14:01:59 main:574] : INFO : Epoch 1829 | loss: 0.0310733 | val_loss: 0.0311496 | Time: 1610.06 ms
[2021-09-27 14:02:01 main:574] : INFO : Epoch 1830 | loss: 0.0310712 | val_loss: 0.0311506 | Time: 1629.94 ms
[2021-09-27 14:02:02 main:574] : INFO : Epoch 1831 | loss: 0.0310724 | val_loss: 0.0311438 | Time: 1599.19 ms
[2021-09-27 14:02:04 main:574] : INFO : Epoch 1832 | loss: 0.0310772 | val_loss: 0.0311435 | Time: 1604.49 ms
[2021-09-27 14:02:05 main:574] : INFO : Epoch 1833 | loss: 0.031075 | val_loss: 0.0311467 | Time: 1621.91 ms
[2021-09-27 14:02:07 main:574] : INFO : Epoch 1834 | loss: 0.0310729 | val_loss: 0.0311523 | Time: 1634.66 ms
[2021-09-27 14:02:09 main:574] : INFO : Epoch 1835 | loss: 0.0310783 | val_loss: 0.0311569 | Time: 1622.88 ms
[2021-09-27 14:02:10 main:574] : INFO : Epoch 1836 | loss: 0.0310804 | val_loss: 0.0311483 | Time: 1598.66 ms
[2021-09-27 14:02:12 main:574] : INFO : Epoch 1837 | loss: 0.0310804 | val_loss: 0.0311465 | Time: 1574.08 ms
[2021-09-27 14:02:14 main:574] : INFO : Epoch 1838 | loss: 0.0310837 | val_loss: 0.0311433 | Time: 1609.54 ms
[2021-09-27 14:02:15 main:574] : INFO : Epoch 1839 | loss: 0.031081 | val_loss: 0.0311455 | Time: 1583.18 ms
[2021-09-27 14:02:17 main:574] : INFO : Epoch 1840 | loss: 0.0310766 | val_loss: 0.0311475 | Time: 1606.18 ms
[2021-09-27 14:02:18 main:574] : INFO : Epoch 1841 | loss: 0.0310762 | val_loss: 0.0311489 | Time: 1617.7 ms
[2021-09-27 14:02:20 main:574] : INFO : Epoch 1842 | loss: 0.0310752 | val_loss: 0.0311505 | Time: 1605.34 ms
[2021-09-27 14:02:22 main:574] : INFO : Epoch 1843 | loss: 0.0310765 | val_loss: 0.031146 | Time: 1606.07 ms
[2021-09-27 14:02:23 main:574] : INFO : Epoch 1844 | loss: 0.0310846 | val_loss: 0.0311562 | Time: 1592.7 ms
[2021-09-27 14:02:25 main:574] : INFO : Epoch 1845 | loss: 0.031084 | val_loss: 0.0311475 | Time: 1623.01 ms
[2021-09-27 14:02:26 main:574] : INFO : Epoch 1846 | loss: 0.0310832 | val_loss: 0.0311516 | Time: 1610.53 ms
[2021-09-27 14:02:28 main:574] : INFO : Epoch 1847 | loss: 0.0310916 | val_loss: 0.0311507 | Time: 1630.29 ms
[2021-09-27 14:02:30 main:574] : INFO : Epoch 1848 | loss: 0.0310882 | val_loss: 0.0311438 | Time: 1630.2 ms
[2021-09-27 14:02:31 main:574] : INFO : Epoch 1849 | loss: 0.0310858 | val_loss: 0.0311482 | Time: 1634.71 ms
[2021-09-27 14:02:33 main:574] : INFO : Epoch 1850 | loss: 0.0310804 | val_loss: 0.0311451 | Time: 1609.43 ms
[2021-09-27 14:02:35 main:574] : INFO : Epoch 1851 | loss: 0.0310774 | val_loss: 0.0311532 | Time: 1600.66 ms
[2021-09-27 14:02:36 main:574] : INFO : Epoch 1852 | loss: 0.0310752 | val_loss: 0.0311478 | Time: 1619.27 ms
[2021-09-27 14:02:38 main:574] : INFO : Epoch 1853 | loss: 0.0310735 | val_loss: 0.03115 | Time: 1622.1 ms
[2021-09-27 14:02:40 main:574] : INFO : Epoch 1854 | loss: 0.0310728 | val_loss: 0.0311574 | Time: 1638.91 ms
[2021-09-27 14:02:41 main:574] : INFO : Epoch 1855 | loss: 0.0310744 | val_loss: 0.0311562 | Time: 1627.56 ms
[2021-09-27 14:02:43 main:574] : INFO : Epoch 1856 | loss: 0.031075 | val_loss: 0.0311549 | Time: 1619.84 ms
[2021-09-27 14:02:44 main:574] : INFO : Epoch 1857 | loss: 0.0310783 | val_loss: 0.0311532 | Time: 1557.98 ms
[2021-09-27 14:02:46 main:574] : INFO : Epoch 1858 | loss: 0.0310774 | val_loss: 0.031148 | Time: 1617 ms
[2021-09-27 14:02:48 main:574] : INFO : Epoch 1859 | loss: 0.0310749 | val_loss: 0.0311508 | Time: 1616.72 ms
[2021-09-27 14:02:49 main:574] : INFO : Epoch 1860 | loss: 0.0310732 | val_loss: 0.0311451 | Time: 1608.08 ms
[2021-09-27 14:02:51 main:574] : INFO : Epoch 1861 | loss: 0.0310713 | val_loss: 0.0311472 | Time: 1611.37 ms
[2021-09-27 14:02:52 main:574] : INFO : Epoch 1862 | loss: 0.0310705 | val_loss: 0.0311436 | Time: 1594.83 ms
[2021-09-27 14:02:54 main:574] : INFO : Epoch 1863 | loss: 0.0310761 | val_loss: 0.0311516 | Time: 1620.41 ms
[2021-09-27 14:02:56 main:574] : INFO : Epoch 1864 | loss: 0.0310792 | val_loss: 0.0311492 | Time: 1636.27 ms
[2021-09-27 14:02:57 main:574] : INFO : Epoch 1865 | loss: 0.0310777 | val_loss: 0.0311517 | Time: 1624.94 ms
[2021-09-27 14:02:59 main:574] : INFO : Epoch 1866 | loss: 0.0310777 | val_loss: 0.0311478 | Time: 1603.36 ms
[2021-09-27 14:03:01 main:574] : INFO : Epoch 1867 | loss: 0.0310776 | val_loss: 0.0311509 | Time: 1577.06 ms
[2021-09-27 14:03:02 main:574] : INFO : Epoch 1868 | loss: 0.0310976 | val_loss: 0.0311518 | Time: 1585.59 ms
[2021-09-27 14:03:04 main:574] : INFO : Epoch 1869 | loss: 0.0311102 | val_loss: 0.031145 | Time: 1591.57 ms
[2021-09-27 14:03:05 main:574] : INFO : Epoch 1870 | loss: 0.031104 | val_loss: 0.0311443 | Time: 1605.93 ms
[2021-09-27 14:03:07 main:574] : INFO : Epoch 1871 | loss: 0.031097 | val_loss: 0.0311442 | Time: 1616.53 ms
[2021-09-27 14:03:09 main:574] : INFO : Epoch 1872 | loss: 0.0310936 | val_loss: 0.0311431 | Time: 1611.16 ms
[2021-09-27 14:03:10 main:574] : INFO : Epoch 1873 | loss: 0.0310884 | val_loss: 0.0311429 | Time: 1608.3 ms
[2021-09-27 14:03:12 main:574] : INFO : Epoch 1874 | loss: 0.0310864 | val_loss: 0.0311546 | Time: 1623.49 ms
[2021-09-27 14:03:13 main:574] : INFO : Epoch 1875 | loss: 0.0310845 | val_loss: 0.0311485 | Time: 1582.22 ms
[2021-09-27 14:03:15 main:574] : INFO : Epoch 1876 | loss: 0.0310835 | val_loss: 0.0311492 | Time: 1591.49 ms
[2021-09-27 14:03:17 main:574] : INFO : Epoch 1877 | loss: 0.0310793 | val_loss: 0.0311496 | Time: 1625.62 ms
[2021-09-27 14:03:18 main:574] : INFO : Epoch 1878 | loss: 0.031086 | val_loss: 0.0311485 | Time: 1602.54 ms
[2021-09-27 14:03:20 main:574] : INFO : Epoch 1879 | loss: 0.0310862 | val_loss: 0.0311456 | Time: 1643.63 ms
[2021-09-27 14:03:22 main:574] : INFO : Epoch 1880 | loss: 0.0310876 | val_loss: 0.0311436 | Time: 1613.07 ms
[2021-09-27 14:03:23 main:574] : INFO : Epoch 1881 | loss: 0.0310853 | val_loss: 0.0311496 | Time: 1701.95 ms
[2021-09-27 14:03:25 main:574] : INFO : Epoch 1882 | loss: 0.0310798 | val_loss: 0.0311539 | Time: 1738.52 ms
[2021-09-27 14:03:27 main:574] : INFO : Epoch 1883 | loss: 0.0310778 | val_loss: 0.0311592 | Time: 1642.8 ms
[2021-09-27 14:03:28 main:574] : INFO : Epoch 1884 | loss: 0.0310777 | val_loss: 0.0311631 | Time: 1589.26 ms
[2021-09-27 14:03:30 main:574] : INFO : Epoch 1885 | loss: 0.0310757 | val_loss: 0.0311574 | Time: 1594.04 ms
[2021-09-27 14:03:31 main:574] : INFO : Epoch 1886 | loss: 0.0310722 | val_loss: 0.0311547 | Time: 1637.94 ms
[2021-09-27 14:03:33 main:574] : INFO : Epoch 1887 | loss: 0.0310719 | val_loss: 0.0311499 | Time: 1606.61 ms
[2021-09-27 14:03:35 main:574] : INFO : Epoch 1888 | loss: 0.0310718 | val_loss: 0.0311539 | Time: 1618.1 ms
[2021-09-27 14:03:36 main:574] : INFO : Epoch 1889 | loss: 0.0310724 | val_loss: 0.0311556 | Time: 1576.23 ms
[2021-09-27 14:03:38 main:574] : INFO : Epoch 1890 | loss: 0.0310715 | val_loss: 0.0311554 | Time: 1592.63 ms
[2021-09-27 14:03:40 main:574] : INFO : Epoch 1891 | loss: 0.0310728 | val_loss: 0.0311565 | Time: 1606.38 ms
[2021-09-27 14:03:41 main:574] : INFO : Epoch 1892 | loss: 0.0310754 | val_loss: 0.0311527 | Time: 1609.82 ms
[2021-09-27 14:03:43 main:574] : INFO : Epoch 1893 | loss: 0.0310805 | val_loss: 0.031153 | Time: 1608.79 ms
[2021-09-27 14:03:44 main:574] : INFO : Epoch 1894 | loss: 0.0310789 | val_loss: 0.0311544 | Time: 1616.54 ms
[2021-09-27 14:03:46 main:574] : INFO : Epoch 1895 | loss: 0.0310771 | val_loss: 0.0311609 | Time: 1616.21 ms
[2021-09-27 14:03:48 main:574] : INFO : Epoch 1896 | loss: 0.0310825 | val_loss: 0.0311555 | Time: 1612.14 ms
[2021-09-27 14:03:49 main:574] : INFO : Epoch 1897 | loss: 0.0310792 | val_loss: 0.031151 | Time: 1591.57 ms
[2021-09-27 14:03:51 main:574] : INFO : Epoch 1898 | loss: 0.0310782 | val_loss: 0.0311581 | Time: 1604.2 ms
[2021-09-27 14:03:52 main:574] : INFO : Epoch 1899 | loss: 0.0310774 | val_loss: 0.0311477 | Time: 1606.29 ms
[2021-09-27 14:03:54 main:574] : INFO : Epoch 1900 | loss: 0.0310787 | val_loss: 0.0311507 | Time: 1610.25 ms
[2021-09-27 14:03:56 main:574] : INFO : Epoch 1901 | loss: 0.0310775 | val_loss: 0.0311579 | Time: 1592.54 ms
[2021-09-27 14:03:57 main:574] : INFO : Epoch 1902 | loss: 0.0310752 | val_loss: 0.0311549 | Time: 1612.55 ms
[2021-09-27 14:03:59 main:574] : INFO : Epoch 1903 | loss: 0.0310754 | val_loss: 0.0311532 | Time: 1597.88 ms
[2021-09-27 14:04:01 main:574] : INFO : Epoch 1904 | loss: 0.0310738 | val_loss: 0.0311542 | Time: 1610.95 ms
[2021-09-27 14:04:02 main:574] : INFO : Epoch 1905 | loss: 0.0310724 | val_loss: 0.0311542 | Time: 1618.79 ms
[2021-09-27 14:04:04 main:574] : INFO : Epoch 1906 | loss: 0.0310708 | val_loss: 0.0311507 | Time: 1597.9 ms
[2021-09-27 14:04:05 main:574] : INFO : Epoch 1907 | loss: 0.0310717 | val_loss: 0.031153 | Time: 1598.11 ms
[2021-09-27 14:04:07 main:574] : INFO : Epoch 1908 | loss: 0.0310748 | val_loss: 0.0311594 | Time: 1603.38 ms
[2021-09-27 14:04:09 main:574] : INFO : Epoch 1909 | loss: 0.0310702 | val_loss: 0.0311566 | Time: 1604.95 ms
[2021-09-27 14:04:10 main:574] : INFO : Epoch 1910 | loss: 0.0310773 | val_loss: 0.0311556 | Time: 1603.26 ms
[2021-09-27 14:04:12 main:574] : INFO : Epoch 1911 | loss: 0.0310795 | val_loss: 0.031153 | Time: 1592.39 ms
[2021-09-27 14:04:13 main:574] : INFO : Epoch 1912 | loss: 0.0310755 | val_loss: 0.0311461 | Time: 1602.69 ms
[2021-09-27 14:04:15 main:574] : INFO : Epoch 1913 | loss: 0.0310809 | val_loss: 0.0311443 | Time: 1584.94 ms
[2021-09-27 14:04:17 main:574] : INFO : Epoch 1914 | loss: 0.0310888 | val_loss: 0.0311409 | Time: 1631.33 ms
[2021-09-27 14:04:18 main:574] : INFO : Epoch 1915 | loss: 0.0310838 | val_loss: 0.0311431 | Time: 1600.12 ms
[2021-09-27 14:04:20 main:574] : INFO : Epoch 1916 | loss: 0.0310782 | val_loss: 0.0311496 | Time: 1592.96 ms
[2021-09-27 14:04:21 main:574] : INFO : Epoch 1917 | loss: 0.0310808 | val_loss: 0.0311467 | Time: 1584.43 ms
[2021-09-27 14:04:23 main:574] : INFO : Epoch 1918 | loss: 0.0310817 | val_loss: 0.0311415 | Time: 1598.15 ms
[2021-09-27 14:04:25 main:574] : INFO : Epoch 1919 | loss: 0.0310762 | val_loss: 0.0311457 | Time: 1599.03 ms
[2021-09-27 14:04:26 main:574] : INFO : Epoch 1920 | loss: 0.0310738 | val_loss: 0.0311543 | Time: 1625.81 ms
[2021-09-27 14:04:28 main:574] : INFO : Epoch 1921 | loss: 0.031079 | val_loss: 0.0311465 | Time: 1602.15 ms
[2021-09-27 14:04:30 main:574] : INFO : Epoch 1922 | loss: 0.0310777 | val_loss: 0.0311458 | Time: 1637.74 ms
[2021-09-27 14:04:31 main:574] : INFO : Epoch 1923 | loss: 0.0310741 | val_loss: 0.0311477 | Time: 1607.44 ms
[2021-09-27 14:04:33 main:574] : INFO : Epoch 1924 | loss: 0.0310742 | val_loss: 0.0311495 | Time: 1602.23 ms
[2021-09-27 14:04:34 main:574] : INFO : Epoch 1925 | loss: 0.0310818 | val_loss: 0.031145 | Time: 1606.74 ms
[2021-09-27 14:04:36 main:574] : INFO : Epoch 1926 | loss: 0.031084 | val_loss: 0.0311453 | Time: 1604.17 ms
[2021-09-27 14:04:38 main:574] : INFO : Epoch 1927 | loss: 0.0310819 | val_loss: 0.0311531 | Time: 1616.75 ms
[2021-09-27 14:04:39 main:574] : INFO : Epoch 1928 | loss: 0.0310877 | val_loss: 0.0311444 | Time: 1613.05 ms
[2021-09-27 14:04:41 main:574] : INFO : Epoch 1929 | loss: 0.0310793 | val_loss: 0.0311483 | Time: 1598.75 ms
[2021-09-27 14:04:42 main:574] : INFO : Epoch 1930 | loss: 0.0310764 | val_loss: 0.031148 | Time: 1623.01 ms
[2021-09-27 14:04:44 main:574] : INFO : Epoch 1931 | loss: 0.0310745 | val_loss: 0.0311472 | Time: 1632.29 ms
[2021-09-27 14:04:46 main:574] : INFO : Epoch 1932 | loss: 0.031075 | val_loss: 0.0311463 | Time: 1632.95 ms
[2021-09-27 14:04:47 main:574] : INFO : Epoch 1933 | loss: 0.0310757 | val_loss: 0.0311671 | Time: 1608.38 ms
[2021-09-27 14:04:49 main:574] : INFO : Epoch 1934 | loss: 0.0310772 | val_loss: 0.0311634 | Time: 1637.92 ms
[2021-09-27 14:04:51 main:574] : INFO : Epoch 1935 | loss: 0.0310791 | val_loss: 0.0311488 | Time: 1626.29 ms
[2021-09-27 14:04:52 main:574] : INFO : Epoch 1936 | loss: 0.0310775 | val_loss: 0.0311518 | Time: 1632.21 ms
[2021-09-27 14:04:54 main:574] : INFO : Epoch 1937 | loss: 0.0310729 | val_loss: 0.0311588 | Time: 1629.67 ms
[2021-09-27 14:04:56 main:574] : INFO : Epoch 1938 | loss: 0.0310721 | val_loss: 0.0311552 | Time: 1630.74 ms
[2021-09-27 14:04:57 main:574] : INFO : Epoch 1939 | loss: 0.0310755 | val_loss: 0.031153 | Time: 1625.96 ms
[2021-09-27 14:04:59 main:574] : INFO : Epoch 1940 | loss: 0.0310706 | val_loss: 0.031155 | Time: 1614.09 ms
[2021-09-27 14:05:00 main:574] : INFO : Epoch 1941 | loss: 0.0310728 | val_loss: 0.0311475 | Time: 1614.46 ms
[2021-09-27 14:05:02 main:574] : INFO : Epoch 1942 | loss: 0.0310699 | val_loss: 0.0311548 | Time: 1605.5 ms
[2021-09-27 14:05:04 main:574] : INFO : Epoch 1943 | loss: 0.0310728 | val_loss: 0.0311561 | Time: 1601.69 ms
[2021-09-27 14:05:05 main:574] : INFO : Epoch 1944 | loss: 0.0310677 | val_loss: 0.0311473 | Time: 1594.03 ms
[2021-09-27 14:05:07 main:574] : INFO : Epoch 1945 | loss: 0.031073 | val_loss: 0.031145 | Time: 1603.24 ms
[2021-09-27 14:05:08 main:574] : INFO : Epoch 1946 | loss: 0.0310735 | val_loss: 0.0311504 | Time: 1580.86 ms
[2021-09-27 14:05:10 main:574] : INFO : Epoch 1947 | loss: 0.0310735 | val_loss: 0.0311449 | Time: 1600.36 ms
[2021-09-27 14:05:12 main:574] : INFO : Epoch 1948 | loss: 0.0310726 | val_loss: 0.0311494 | Time: 1565.29 ms
[2021-09-27 14:05:13 main:574] : INFO : Epoch 1949 | loss: 0.031074 | val_loss: 0.0311477 | Time: 1608.85 ms
[2021-09-27 14:05:15 main:574] : INFO : Epoch 1950 | loss: 0.0310716 | val_loss: 0.0311581 | Time: 1598.42 ms
[2021-09-27 14:05:16 main:574] : INFO : Epoch 1951 | loss: 0.0310697 | val_loss: 0.0311525 | Time: 1594.52 ms
[2021-09-27 14:05:18 main:574] : INFO : Epoch 1952 | loss: 0.031072 | val_loss: 0.0311569 | Time: 1593.51 ms
[2021-09-27 14:05:20 main:574] : INFO : Epoch 1953 | loss: 0.031071 | val_loss: 0.0311518 | Time: 1586.26 ms
[2021-09-27 14:05:21 main:574] : INFO : Epoch 1954 | loss: 0.031071 | val_loss: 0.0311598 | Time: 1605.93 ms
[2021-09-27 14:05:23 main:574] : INFO : Epoch 1955 | loss: 0.0310709 | val_loss: 0.031147 | Time: 1609.74 ms
[2021-09-27 14:05:24 main:574] : INFO : Epoch 1956 | loss: 0.0310702 | val_loss: 0.0311587 | Time: 1617.05 ms
[2021-09-27 14:05:26 main:574] : INFO : Epoch 1957 | loss: 0.0310678 | val_loss: 0.0311539 | Time: 1622.84 ms
[2021-09-27 14:05:28 main:574] : INFO : Epoch 1958 | loss: 0.0310684 | val_loss: 0.0311542 | Time: 1593.84 ms
[2021-09-27 14:05:29 main:574] : INFO : Epoch 1959 | loss: 0.031068 | val_loss: 0.0311493 | Time: 1615.18 ms
[2021-09-27 14:05:31 main:574] : INFO : Epoch 1960 | loss: 0.0310757 | val_loss: 0.0311506 | Time: 1611.28 ms
[2021-09-27 14:05:33 main:574] : INFO : Epoch 1961 | loss: 0.0310816 | val_loss: 0.0311459 | Time: 1635.07 ms
[2021-09-27 14:05:34 main:574] : INFO : Epoch 1962 | loss: 0.0310807 | val_loss: 0.0311444 | Time: 1582.68 ms
[2021-09-27 14:05:36 main:574] : INFO : Epoch 1963 | loss: 0.0310806 | val_loss: 0.0311446 | Time: 1610.3 ms
[2021-09-27 14:05:37 main:574] : INFO : Epoch 1964 | loss: 0.0310787 | val_loss: 0.0311535 | Time: 1602.29 ms
[2021-09-27 14:05:39 main:574] : INFO : Epoch 1965 | loss: 0.0310734 | val_loss: 0.0311603 | Time: 1601.47 ms
[2021-09-27 14:05:41 main:574] : INFO : Epoch 1966 | loss: 0.0310704 | val_loss: 0.0311537 | Time: 1599.4 ms
[2021-09-27 14:05:42 main:574] : INFO : Epoch 1967 | loss: 0.0310781 | val_loss: 0.0311519 | Time: 1616.61 ms
[2021-09-27 14:05:44 main:574] : INFO : Epoch 1968 | loss: 0.0310812 | val_loss: 0.0311541 | Time: 1572 ms
[2021-09-27 14:05:45 main:574] : INFO : Epoch 1969 | loss: 0.0310792 | val_loss: 0.0311529 | Time: 1571.07 ms
[2021-09-27 14:05:47 main:574] : INFO : Epoch 1970 | loss: 0.0310752 | val_loss: 0.0311529 | Time: 1605.19 ms
[2021-09-27 14:05:49 main:574] : INFO : Epoch 1971 | loss: 0.0310694 | val_loss: 0.0311563 | Time: 1581.41 ms
[2021-09-27 14:05:50 main:574] : INFO : Epoch 1972 | loss: 0.0310704 | val_loss: 0.0311482 | Time: 1618.08 ms
[2021-09-27 14:05:52 main:574] : INFO : Epoch 1973 | loss: 0.0310741 | val_loss: 0.0311492 | Time: 1585.58 ms
[2021-09-27 14:05:53 main:574] : INFO : Epoch 1974 | loss: 0.0310744 | val_loss: 0.03116 | Time: 1607.56 ms
[2021-09-27 14:05:55 main:574] : INFO : Epoch 1975 | loss: 0.0310787 | val_loss: 0.0311529 | Time: 1630.59 ms
[2021-09-27 14:05:57 main:574] : INFO : Epoch 1976 | loss: 0.0310821 | val_loss: 0.0311509 | Time: 1622.22 ms
[2021-09-27 14:05:58 main:574] : INFO : Epoch 1977 | loss: 0.0310826 | val_loss: 0.0311601 | Time: 1608.61 ms
[2021-09-27 14:06:00 main:574] : INFO : Epoch 1978 | loss: 0.0310816 | val_loss: 0.0311457 | Time: 1595.68 ms
[2021-09-27 14:06:01 main:574] : INFO : Epoch 1979 | loss: 0.0310762 | val_loss: 0.0311491 | Time: 1568.62 ms
[2021-09-27 14:06:03 main:574] : INFO : Epoch 1980 | loss: 0.0310817 | val_loss: 0.0311538 | Time: 1577.6 ms
[2021-09-27 14:06:05 main:574] : INFO : Epoch 1981 | loss: 0.0310748 | val_loss: 0.0311505 | Time: 1623.15 ms
[2021-09-27 14:06:06 main:574] : INFO : Epoch 1982 | loss: 0.03107 | val_loss: 0.031147 | Time: 1601.33 ms
[2021-09-27 14:06:08 main:574] : INFO : Epoch 1983 | loss: 0.0310667 | val_loss: 0.0311512 | Time: 1596.23 ms
[2021-09-27 14:06:09 main:574] : INFO : Epoch 1984 | loss: 0.031065 | val_loss: 0.0311624 | Time: 1602.62 ms
[2021-09-27 14:06:11 main:574] : INFO : Epoch 1985 | loss: 0.0310674 | val_loss: 0.031161 | Time: 1603.73 ms
[2021-09-27 14:06:13 main:574] : INFO : Epoch 1986 | loss: 0.0310671 | val_loss: 0.0311526 | Time: 1613.87 ms
[2021-09-27 14:06:14 main:574] : INFO : Epoch 1987 | loss: 0.0310755 | val_loss: 0.0311503 | Time: 1605.92 ms
[2021-09-27 14:06:16 main:574] : INFO : Epoch 1988 | loss: 0.0310745 | val_loss: 0.0311575 | Time: 1596.97 ms
[2021-09-27 14:06:18 main:574] : INFO : Epoch 1989 | loss: 0.031072 | val_loss: 0.031151 | Time: 1605.53 ms
[2021-09-27 14:06:19 main:574] : INFO : Epoch 1990 | loss: 0.0310736 | val_loss: 0.0311561 | Time: 1606.4 ms
[2021-09-27 14:06:21 main:574] : INFO : Epoch 1991 | loss: 0.0310724 | val_loss: 0.0311651 | Time: 1567.87 ms
[2021-09-27 14:06:22 main:574] : INFO : Epoch 1992 | loss: 0.0310692 | val_loss: 0.0311505 | Time: 1604.03 ms
[2021-09-27 14:06:24 main:574] : INFO : Epoch 1993 | loss: 0.0310687 | val_loss: 0.0311512 | Time: 1587.36 ms
[2021-09-27 14:06:26 main:574] : INFO : Epoch 1994 | loss: 0.0310672 | val_loss: 0.0311583 | Time: 1587.19 ms
[2021-09-27 14:06:27 main:574] : INFO : Epoch 1995 | loss: 0.0310642 | val_loss: 0.0311556 | Time: 1586.78 ms
[2021-09-27 14:06:29 main:574] : INFO : Epoch 1996 | loss: 0.0310695 | val_loss: 0.0311505 | Time: 1584.42 ms
[2021-09-27 14:06:30 main:574] : INFO : Epoch 1997 | loss: 0.0310757 | val_loss: 0.031144 | Time: 1590.69 ms
[2021-09-27 14:06:32 main:574] : INFO : Epoch 1998 | loss: 0.0310738 | val_loss: 0.0311464 | Time: 1588.57 ms
[2021-09-27 14:06:34 main:574] : INFO : Epoch 1999 | loss: 0.031077 | val_loss: 0.031142 | Time: 1589.16 ms
[2021-09-27 14:06:35 main:574] : INFO : Epoch 2000 | loss: 0.0310748 | val_loss: 0.0311461 | Time: 1578.55 ms
[2021-09-27 14:06:37 main:574] : INFO : Epoch 2001 | loss: 0.0310751 | val_loss: 0.0311504 | Time: 1603.79 ms
[2021-09-27 14:06:38 main:574] : INFO : Epoch 2002 | loss: 0.0310761 | val_loss: 0.0311467 | Time: 1610.95 ms
[2021-09-27 14:06:40 main:574] : INFO : Epoch 2003 | loss: 0.0310757 | val_loss: 0.0311498 | Time: 1640.89 ms
[2021-09-27 14:06:42 main:574] : INFO : Epoch 2004 | loss: 0.0310727 | val_loss: 0.0311526 | Time: 1592.9 ms
[2021-09-27 14:06:43 main:574] : INFO : Epoch 2005 | loss: 0.0310751 | val_loss: 0.0311533 | Time: 1587.9 ms
[2021-09-27 14:06:45 main:574] : INFO : Epoch 2006 | loss: 0.0310774 | val_loss: 0.0311521 | Time: 1578.42 ms
[2021-09-27 14:06:46 main:574] : INFO : Epoch 2007 | loss: 0.0310741 | val_loss: 0.0311466 | Time: 1585.65 ms
[2021-09-27 14:06:48 main:574] : INFO : Epoch 2008 | loss: 0.0310709 | val_loss: 0.0311566 | Time: 1593.94 ms
[2021-09-27 14:06:50 main:574] : INFO : Epoch 2009 | loss: 0.0310684 | val_loss: 0.0311489 | Time: 1594.63 ms
[2021-09-27 14:06:51 main:574] : INFO : Epoch 2010 | loss: 0.0310719 | val_loss: 0.0311499 | Time: 1590.19 ms
[2021-09-27 14:06:53 main:574] : INFO : Epoch 2011 | loss: 0.0310712 | val_loss: 0.0311461 | Time: 1618.35 ms
[2021-09-27 14:06:54 main:574] : INFO : Epoch 2012 | loss: 0.0310694 | val_loss: 0.0311471 | Time: 1573.49 ms
[2021-09-27 14:06:56 main:574] : INFO : Epoch 2013 | loss: 0.0310693 | val_loss: 0.031149 | Time: 1624.2 ms
[2021-09-27 14:06:58 main:574] : INFO : Epoch 2014 | loss: 0.0310661 | val_loss: 0.0311558 | Time: 1610.24 ms
[2021-09-27 14:06:59 main:574] : INFO : Epoch 2015 | loss: 0.0310665 | val_loss: 0.031154 | Time: 1634.83 ms
[2021-09-27 14:07:01 main:574] : INFO : Epoch 2016 | loss: 0.0310664 | val_loss: 0.031153 | Time: 1606.39 ms
[2021-09-27 14:07:02 main:574] : INFO : Epoch 2017 | loss: 0.0310729 | val_loss: 0.0311585 | Time: 1574.25 ms
[2021-09-27 14:07:04 main:574] : INFO : Epoch 2018 | loss: 0.0310675 | val_loss: 0.0311542 | Time: 1606.87 ms
[2021-09-27 14:07:06 main:574] : INFO : Epoch 2019 | loss: 0.0310638 | val_loss: 0.0311486 | Time: 1621.51 ms
[2021-09-27 14:07:07 main:574] : INFO : Epoch 2020 | loss: 0.0310641 | val_loss: 0.0311496 | Time: 1626.82 ms
[2021-09-27 14:07:09 main:574] : INFO : Epoch 2021 | loss: 0.0310662 | val_loss: 0.0311494 | Time: 1609.44 ms
[2021-09-27 14:07:11 main:574] : INFO : Epoch 2022 | loss: 0.0310816 | val_loss: 0.0311515 | Time: 1609.03 ms
[2021-09-27 14:07:12 main:574] : INFO : Epoch 2023 | loss: 0.0310787 | val_loss: 0.0311526 | Time: 1610.18 ms
[2021-09-27 14:07:14 main:574] : INFO : Epoch 2024 | loss: 0.0310784 | val_loss: 0.0311549 | Time: 1615.67 ms
[2021-09-27 14:07:15 main:574] : INFO : Epoch 2025 | loss: 0.0310798 | val_loss: 0.0311617 | Time: 1595.42 ms
[2021-09-27 14:07:17 main:574] : INFO : Epoch 2026 | loss: 0.031081 | val_loss: 0.0311559 | Time: 1570.69 ms
[2021-09-27 14:07:19 main:574] : INFO : Epoch 2027 | loss: 0.0310774 | val_loss: 0.0311501 | Time: 1605.11 ms
[2021-09-27 14:07:20 main:574] : INFO : Epoch 2028 | loss: 0.0310767 | val_loss: 0.0311528 | Time: 1604.21 ms
[2021-09-27 14:07:22 main:574] : INFO : Epoch 2029 | loss: 0.0310757 | val_loss: 0.0311493 | Time: 1579.87 ms
[2021-09-27 14:07:23 main:574] : INFO : Epoch 2030 | loss: 0.0310707 | val_loss: 0.0311479 | Time: 1600.35 ms
[2021-09-27 14:07:25 main:574] : INFO : Epoch 2031 | loss: 0.0310693 | val_loss: 0.0311564 | Time: 1639.55 ms
[2021-09-27 14:07:27 main:574] : INFO : Epoch 2032 | loss: 0.0310708 | val_loss: 0.0311537 | Time: 1592.49 ms
[2021-09-27 14:07:28 main:574] : INFO : Epoch 2033 | loss: 0.0310706 | val_loss: 0.031148 | Time: 1578.44 ms
[2021-09-27 14:07:30 main:574] : INFO : Epoch 2034 | loss: 0.0310684 | val_loss: 0.0311536 | Time: 1591.33 ms
[2021-09-27 14:07:31 main:574] : INFO : Epoch 2035 | loss: 0.031067 | val_loss: 0.0311499 | Time: 1574.78 ms
[2021-09-27 14:07:33 main:574] : INFO : Epoch 2036 | loss: 0.0310678 | val_loss: 0.0311498 | Time: 1592.66 ms
[2021-09-27 14:07:35 main:574] : INFO : Epoch 2037 | loss: 0.031072 | val_loss: 0.0311515 | Time: 1585.07 ms
[2021-09-27 14:07:36 main:574] : INFO : Epoch 2038 | loss: 0.0310674 | val_loss: 0.0311506 | Time: 1599.75 ms
[2021-09-27 14:07:38 main:574] : INFO : Epoch 2039 | loss: 0.0310675 | val_loss: 0.0311489 | Time: 1586.11 ms
[2021-09-27 14:07:39 main:574] : INFO : Epoch 2040 | loss: 0.0310659 | val_loss: 0.0311614 | Time: 1580.72 ms
[2021-09-27 14:07:41 main:574] : INFO : Epoch 2041 | loss: 0.0310656 | val_loss: 0.0311515 | Time: 1623.29 ms
[2021-09-27 14:07:43 main:574] : INFO : Epoch 2042 | loss: 0.0310628 | val_loss: 0.0311535 | Time: 1599.73 ms
[2021-09-27 14:07:44 main:574] : INFO : Epoch 2043 | loss: 0.0310629 | val_loss: 0.0311522 | Time: 1587.81 ms
[2021-09-27 14:07:46 main:574] : INFO : Epoch 2044 | loss: 0.0310651 | val_loss: 0.0311507 | Time: 1601.2 ms
[2021-09-27 14:07:47 main:574] : INFO : Epoch 2045 | loss: 0.0310653 | val_loss: 0.0311507 | Time: 1611.97 ms
[2021-09-27 14:07:49 main:574] : INFO : Epoch 2046 | loss: 0.0310684 | val_loss: 0.031151 | Time: 1585.42 ms
[2021-09-27 14:07:51 main:574] : INFO : Epoch 2047 | loss: 0.0310681 | val_loss: 0.0311446 | Time: 1580.54 ms
[2021-09-27 14:07:52 main:574] : INFO : Epoch 2048 | loss: 0.0310663 | val_loss: 0.0311501 | Time: 1598.53 ms
[2021-09-27 14:07:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311501
[2021-09-27 14:07:52 main:603] : INFO : Saving end state to config to file
[2021-09-27 14:07:52 main:608] : INFO : Success, exiting..
14:07:52 (4052): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)