Task 7622534
| Name | ParityModified-1631727588-5957-3_0 |
| Workunit | 5276255 |
| Created | 27 Sep 2021, 4:44:23 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 4 Oct 2021, 12:19:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 50 min 51 sec |
| CPU time | 50 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310958 | val_loss: 0.0311475 | Time: 1625.76 ms
[2021-10-04 14:05:58 main:581] : INFO : Epoch 1539 | loss: 0.0310958 | val_loss: 0.0311463 | Time: 1675.27 ms
[2021-10-04 14:06:00 main:581] : INFO : Epoch 1540 | loss: 0.0310937 | val_loss: 0.0311411 | Time: 1566.55 ms
[2021-10-04 14:06:01 main:581] : INFO : Epoch 1541 | loss: 0.0310936 | val_loss: 0.0311531 | Time: 1640.38 ms
[2021-10-04 14:06:03 main:581] : INFO : Epoch 1542 | loss: 0.031095 | val_loss: 0.0311501 | Time: 1613.73 ms
[2021-10-04 14:06:04 main:581] : INFO : Epoch 1543 | loss: 0.0310936 | val_loss: 0.0311508 | Time: 1585.7 ms
[2021-10-04 14:06:06 main:581] : INFO : Epoch 1544 | loss: 0.0310946 | val_loss: 0.0311493 | Time: 1431.76 ms
[2021-10-04 14:06:07 main:581] : INFO : Epoch 1545 | loss: 0.0310917 | val_loss: 0.0311461 | Time: 1518.09 ms
[2021-10-04 14:06:09 main:581] : INFO : Epoch 1546 | loss: 0.0310937 | val_loss: 0.0311457 | Time: 1544.83 ms
[2021-10-04 14:06:10 main:581] : INFO : Epoch 1547 | loss: 0.031092 | val_loss: 0.0311429 | Time: 1494.66 ms
[2021-10-04 14:06:12 main:581] : INFO : Epoch 1548 | loss: 0.0310961 | val_loss: 0.0311554 | Time: 1460.52 ms
[2021-10-04 14:06:13 main:581] : INFO : Epoch 1549 | loss: 0.031096 | val_loss: 0.0311474 | Time: 1474.07 ms
[2021-10-04 14:06:15 main:581] : INFO : Epoch 1550 | loss: 0.0310925 | val_loss: 0.0311589 | Time: 1493.11 ms
[2021-10-04 14:06:16 main:581] : INFO : Epoch 1551 | loss: 0.0310918 | val_loss: 0.0311481 | Time: 1553.88 ms
[2021-10-04 14:06:18 main:581] : INFO : Epoch 1552 | loss: 0.0310942 | val_loss: 0.0311407 | Time: 1440.72 ms
[2021-10-04 14:06:19 main:581] : INFO : Epoch 1553 | loss: 0.0310944 | val_loss: 0.0311548 | Time: 1437.03 ms
[2021-10-04 14:06:21 main:581] : INFO : Epoch 1554 | loss: 0.0310941 | val_loss: 0.0311529 | Time: 1568.08 ms
[2021-10-04 14:06:22 main:581] : INFO : Epoch 1555 | loss: 0.0310913 | val_loss: 0.0311507 | Time: 1560.52 ms
[2021-10-04 14:06:24 main:581] : INFO : Epoch 1556 | loss: 0.0310901 | val_loss: 0.03115 | Time: 1592.75 ms
[2021-10-04 14:06:26 main:581] : INFO : Epoch 1557 | loss: 0.0310894 | val_loss: 0.0311484 | Time: 1648.14 ms
[2021-10-04 14:06:27 main:581] : INFO : Epoch 1558 | loss: 0.0310894 | val_loss: 0.0311539 | Time: 1586.39 ms
[2021-10-04 14:06:29 main:581] : INFO : Epoch 1559 | loss: 0.0310875 | val_loss: 0.0311462 | Time: 1594.76 ms
[2021-10-04 14:06:30 main:581] : INFO : Epoch 1560 | loss: 0.0310899 | val_loss: 0.0311521 | Time: 1605.01 ms
[2021-10-04 14:06:32 main:581] : INFO : Epoch 1561 | loss: 0.0310952 | val_loss: 0.0311506 | Time: 1574.09 ms
[2021-10-04 14:06:33 main:581] : INFO : Epoch 1562 | loss: 0.0310919 | val_loss: 0.0311576 | Time: 1438.65 ms
[2021-10-04 14:06:35 main:581] : INFO : Epoch 1563 | loss: 0.0310875 | val_loss: 0.0311457 | Time: 1547.95 ms
[2021-10-04 14:06:37 main:581] : INFO : Epoch 1564 | loss: 0.0310884 | val_loss: 0.0311515 | Time: 1518.27 ms
[2021-10-04 14:06:38 main:581] : INFO : Epoch 1565 | loss: 0.031091 | val_loss: 0.0311479 | Time: 1465.38 ms
[2021-10-04 14:06:40 main:581] : INFO : Epoch 1566 | loss: 0.0310919 | val_loss: 0.0311463 | Time: 1544.6 ms
[2021-10-04 14:06:41 main:581] : INFO : Epoch 1567 | loss: 0.0310904 | val_loss: 0.0311478 | Time: 1525.89 ms
[2021-10-04 14:06:43 main:581] : INFO : Epoch 1568 | loss: 0.0310913 | val_loss: 0.0311493 | Time: 1460.8 ms
[2021-10-04 14:06:44 main:581] : INFO : Epoch 1569 | loss: 0.0310891 | val_loss: 0.0311488 | Time: 1455.39 ms
[2021-10-04 14:06:46 main:581] : INFO : Epoch 1570 | loss: 0.0310946 | val_loss: 0.0311548 | Time: 1638.52 ms
[2021-10-04 14:06:47 main:581] : INFO : Epoch 1571 | loss: 0.0310902 | val_loss: 0.031149 | Time: 1613.99 ms
[2021-10-04 14:06:49 main:581] : INFO : Epoch 1572 | loss: 0.03109 | val_loss: 0.031156 | Time: 1579.73 ms
[2021-10-04 14:06:50 main:581] : INFO : Epoch 1573 | loss: 0.0310863 | val_loss: 0.0311491 | Time: 1586.88 ms
[2021-10-04 14:06:52 main:581] : INFO : Epoch 1574 | loss: 0.0310897 | val_loss: 0.0311506 | Time: 1619.02 ms
[2021-10-04 14:06:54 main:581] : INFO : Epoch 1575 | loss: 0.0310997 | val_loss: 0.0311467 | Time: 1582.2 ms
[2021-10-04 14:06:55 main:581] : INFO : Epoch 1576 | loss: 0.0311003 | val_loss: 0.0311432 | Time: 1650.35 ms
[2021-10-04 14:06:57 main:581] : INFO : Epoch 1577 | loss: 0.0310962 | val_loss: 0.0311483 | Time: 1527.37 ms
[2021-10-04 14:06:58 main:581] : INFO : Epoch 1578 | loss: 0.0310939 | val_loss: 0.0311472 | Time: 1569.35 ms
[2021-10-04 14:07:00 main:581] : INFO : Epoch 1579 | loss: 0.0310948 | val_loss: 0.0311509 | Time: 1665.49 ms
[2021-10-04 14:07:02 main:581] : INFO : Epoch 1580 | loss: 0.0311069 | val_loss: 0.0311473 | Time: 1617 ms
[2021-10-04 14:07:03 main:581] : INFO : Epoch 1581 | loss: 0.0311038 | val_loss: 0.0311501 | Time: 1541.84 ms
[2021-10-04 14:07:05 main:581] : INFO : Epoch 1582 | loss: 0.031103 | val_loss: 0.031142 | Time: 1490.17 ms
[2021-10-04 14:07:06 main:581] : INFO : Epoch 1583 | loss: 0.0311013 | val_loss: 0.0311428 | Time: 1518.45 ms
[2021-10-04 14:07:08 main:581] : INFO : Epoch 1584 | loss: 0.0311026 | val_loss: 0.031142 | Time: 1485.19 ms
[2021-10-04 14:07:09 main:581] : INFO : Epoch 1585 | loss: 0.0311006 | val_loss: 0.0311448 | Time: 1516.28 ms
[2021-10-04 14:07:11 main:581] : INFO : Epoch 1586 | loss: 0.0311013 | val_loss: 0.0311438 | Time: 1617.5 ms
[2021-10-04 14:07:12 main:581] : INFO : Epoch 1587 | loss: 0.0311027 | val_loss: 0.0311448 | Time: 1482.79 ms
[2021-10-04 14:07:14 main:581] : INFO : Epoch 1588 | loss: 0.0310996 | val_loss: 0.0311458 | Time: 1429.88 ms
[2021-10-04 14:07:15 main:581] : INFO : Epoch 1589 | loss: 0.0310971 | val_loss: 0.0311603 | Time: 1504.91 ms
[2021-10-04 14:07:17 main:581] : INFO : Epoch 1590 | loss: 0.0310995 | val_loss: 0.031153 | Time: 1579.93 ms
[2021-10-04 14:07:18 main:581] : INFO : Epoch 1591 | loss: 0.0310996 | val_loss: 0.0311479 | Time: 1438.49 ms
[2021-10-04 14:07:20 main:581] : INFO : Epoch 1592 | loss: 0.0311013 | val_loss: 0.0311553 | Time: 1487.66 ms
[2021-10-04 14:07:21 main:581] : INFO : Epoch 1593 | loss: 0.031116 | val_loss: 0.0311552 | Time: 1394.96 ms
[2021-10-04 14:07:23 main:581] : INFO : Epoch 1594 | loss: 0.0311298 | val_loss: 0.0311542 | Time: 1495.99 ms
[2021-10-04 14:07:24 main:581] : INFO : Epoch 1595 | loss: 0.0311282 | val_loss: 0.0311539 | Time: 1488.46 ms
[2021-10-04 14:07:26 main:581] : INFO : Epoch 1596 | loss: 0.0311278 | val_loss: 0.0311474 | Time: 1441.56 ms
[2021-10-04 14:07:27 main:581] : INFO : Epoch 1597 | loss: 0.0311226 | val_loss: 0.0311464 | Time: 1433.93 ms
[2021-10-04 14:07:29 main:581] : INFO : Epoch 1598 | loss: 0.0311204 | val_loss: 0.0311525 | Time: 1567.98 ms
[2021-10-04 14:07:30 main:581] : INFO : Epoch 1599 | loss: 0.0311209 | val_loss: 0.0311425 | Time: 1603.03 ms
[2021-10-04 14:07:32 main:581] : INFO : Epoch 1600 | loss: 0.0311161 | val_loss: 0.0311407 | Time: 1495.43 ms
[2021-10-04 14:07:33 main:581] : INFO : Epoch 1601 | loss: 0.0311143 | val_loss: 0.0311454 | Time: 1468.03 ms
[2021-10-04 14:07:35 main:581] : INFO : Epoch 1602 | loss: 0.0311122 | val_loss: 0.0311449 | Time: 1493.95 ms
[2021-10-04 14:07:36 main:581] : INFO : Epoch 1603 | loss: 0.031114 | val_loss: 0.0311455 | Time: 1522.76 ms
[2021-10-04 14:07:38 main:581] : INFO : Epoch 1604 | loss: 0.0311135 | val_loss: 0.0311489 | Time: 1591.08 ms
[2021-10-04 14:07:39 main:581] : INFO : Epoch 1605 | loss: 0.0311128 | val_loss: 0.0311446 | Time: 1572.73 ms
[2021-10-04 14:07:41 main:581] : INFO : Epoch 1606 | loss: 0.0311104 | val_loss: 0.0311423 | Time: 1546.12 ms
[2021-10-04 14:07:42 main:581] : INFO : Epoch 1607 | loss: 0.0311085 | val_loss: 0.0311501 | Time: 1613.13 ms
[2021-10-04 14:07:44 main:581] : INFO : Epoch 1608 | loss: 0.0311102 | val_loss: 0.0311495 | Time: 1595.59 ms
[2021-10-04 14:07:46 main:581] : INFO : Epoch 1609 | loss: 0.0311092 | val_loss: 0.0311377 | Time: 1631.38 ms
[2021-10-04 14:07:47 main:581] : INFO : Epoch 1610 | loss: 0.0311083 | val_loss: 0.0311467 | Time: 1578.65 ms
[2021-10-04 14:07:49 main:581] : INFO : Epoch 1611 | loss: 0.0311081 | val_loss: 0.0311404 | Time: 1443.76 ms
[2021-10-04 14:07:50 main:581] : INFO : Epoch 1612 | loss: 0.0311068 | val_loss: 0.0311398 | Time: 1553.91 ms
[2021-10-04 14:07:52 main:581] : INFO : Epoch 1613 | loss: 0.0311055 | val_loss: 0.0311438 | Time: 1490.89 ms
[2021-10-04 14:07:53 main:581] : INFO : Epoch 1614 | loss: 0.0311067 | val_loss: 0.0311462 | Time: 1487.45 ms
[2021-10-04 14:07:55 main:581] : INFO : Epoch 1615 | loss: 0.0311052 | val_loss: 0.0311469 | Time: 1643.05 ms
[2021-10-04 14:07:56 main:581] : INFO : Epoch 1616 | loss: 0.0311042 | val_loss: 0.0311441 | Time: 1566.35 ms
[2021-10-04 14:07:58 main:581] : INFO : Epoch 1617 | loss: 0.0311028 | val_loss: 0.031143 | Time: 1616.52 ms
[2021-10-04 14:08:00 main:581] : INFO : Epoch 1618 | loss: 0.0311046 | val_loss: 0.0311495 | Time: 1624.44 ms
[2021-10-04 14:08:01 main:581] : INFO : Epoch 1619 | loss: 0.0311126 | val_loss: 0.0311504 | Time: 1520.64 ms
[2021-10-04 14:08:03 main:581] : INFO : Epoch 1620 | loss: 0.0311093 | val_loss: 0.0311511 | Time: 1520.17 ms
[2021-10-04 14:08:04 main:581] : INFO : Epoch 1621 | loss: 0.0311072 | val_loss: 0.0311475 | Time: 1559.37 ms
[2021-10-04 14:08:06 main:581] : INFO : Epoch 1622 | loss: 0.031106 | val_loss: 0.0311448 | Time: 1568.46 ms
[2021-10-04 14:08:08 main:581] : INFO : Epoch 1623 | loss: 0.0311027 | val_loss: 0.0311493 | Time: 1634.26 ms
[2021-10-04 14:08:09 main:581] : INFO : Epoch 1624 | loss: 0.0311027 | val_loss: 0.0311463 | Time: 1588.37 ms
[2021-10-04 14:08:11 main:581] : INFO : Epoch 1625 | loss: 0.0311003 | val_loss: 0.0311426 | Time: 1593.17 ms
[2021-10-04 14:08:12 main:581] : INFO : Epoch 1626 | loss: 0.0311035 | val_loss: 0.0311518 | Time: 1586.59 ms
[2021-10-04 14:08:14 main:581] : INFO : Epoch 1627 | loss: 0.0311083 | val_loss: 0.0311438 | Time: 1589.37 ms
[2021-10-04 14:08:15 main:581] : INFO : Epoch 1628 | loss: 0.0311072 | val_loss: 0.031142 | Time: 1636.87 ms
[2021-10-04 14:08:17 main:581] : INFO : Epoch 1629 | loss: 0.0311055 | val_loss: 0.031158 | Time: 1522.6 ms
[2021-10-04 14:08:19 main:581] : INFO : Epoch 1630 | loss: 0.0311172 | val_loss: 0.0311457 | Time: 1488.71 ms
[2021-10-04 14:08:20 main:581] : INFO : Epoch 1631 | loss: 0.0311132 | val_loss: 0.0311507 | Time: 1548.55 ms
[2021-10-04 14:08:22 main:581] : INFO : Epoch 1632 | loss: 0.0311085 | val_loss: 0.031149 | Time: 1485.96 ms
[2021-10-04 14:08:23 main:581] : INFO : Epoch 1633 | loss: 0.0311053 | val_loss: 0.0311465 | Time: 1468.16 ms
[2021-10-04 14:08:25 main:581] : INFO : Epoch 1634 | loss: 0.0311083 | val_loss: 0.0311472 | Time: 1488.63 ms
[2021-10-04 14:08:26 main:581] : INFO : Epoch 1635 | loss: 0.0311047 | val_loss: 0.0311449 | Time: 1562.96 ms
[2021-10-04 14:08:28 main:581] : INFO : Epoch 1636 | loss: 0.0311017 | val_loss: 0.0311516 | Time: 1591.09 ms
[2021-10-04 14:08:29 main:581] : INFO : Epoch 1637 | loss: 0.0311007 | val_loss: 0.0311503 | Time: 1596.82 ms
[2021-10-04 14:08:31 main:581] : INFO : Epoch 1638 | loss: 0.0311003 | val_loss: 0.0311484 | Time: 1488.38 ms
[2021-10-04 14:08:32 main:581] : INFO : Epoch 1639 | loss: 0.0311008 | val_loss: 0.0311476 | Time: 1591.8 ms
[2021-10-04 14:08:34 main:581] : INFO : Epoch 1640 | loss: 0.0311034 | val_loss: 0.0311534 | Time: 1583.79 ms
[2021-10-04 14:08:36 main:581] : INFO : Epoch 1641 | loss: 0.0311018 | val_loss: 0.0311493 | Time: 1605.7 ms
[2021-10-04 14:08:37 main:581] : INFO : Epoch 1642 | loss: 0.0311022 | val_loss: 0.0311521 | Time: 1607.49 ms
[2021-10-04 14:08:39 main:581] : INFO : Epoch 1643 | loss: 0.0310997 | val_loss: 0.0311474 | Time: 1533.79 ms
[2021-10-04 14:08:40 main:581] : INFO : Epoch 1644 | loss: 0.0311026 | val_loss: 0.0311478 | Time: 1514.32 ms
[2021-10-04 14:08:42 main:581] : INFO : Epoch 1645 | loss: 0.0311014 | val_loss: 0.0311473 | Time: 1602.85 ms
[2021-10-04 14:08:43 main:581] : INFO : Epoch 1646 | loss: 0.0311028 | val_loss: 0.0311516 | Time: 1601.98 ms
[2021-10-04 14:08:45 main:581] : INFO : Epoch 1647 | loss: 0.0310996 | val_loss: 0.0311467 | Time: 1502.41 ms
[2021-10-04 14:08:46 main:581] : INFO : Epoch 1648 | loss: 0.0310975 | val_loss: 0.0311546 | Time: 1506.36 ms
[2021-10-04 14:08:48 main:581] : INFO : Epoch 1649 | loss: 0.0310975 | val_loss: 0.031144 | Time: 1522.68 ms
[2021-10-04 14:08:49 main:581] : INFO : Epoch 1650 | loss: 0.0310981 | val_loss: 0.0311506 | Time: 1499.35 ms
[2021-10-04 14:08:51 main:581] : INFO : Epoch 1651 | loss: 0.0311003 | val_loss: 0.0311531 | Time: 1467.4 ms
[2021-10-04 14:08:52 main:581] : INFO : Epoch 1652 | loss: 0.0310992 | val_loss: 0.0311458 | Time: 1495.44 ms
[2021-10-04 14:08:54 main:581] : INFO : Epoch 1653 | loss: 0.0311022 | val_loss: 0.0311589 | Time: 1539.4 ms
[2021-10-04 14:08:56 main:581] : INFO : Epoch 1654 | loss: 0.0311023 | val_loss: 0.0311556 | Time: 1581.91 ms
[2021-10-04 14:08:57 main:581] : INFO : Epoch 1655 | loss: 0.031098 | val_loss: 0.031151 | Time: 1598.11 ms
[2021-10-04 14:08:59 main:581] : INFO : Epoch 1656 | loss: 0.0310969 | val_loss: 0.0311501 | Time: 1598.86 ms
[2021-10-04 14:09:00 main:581] : INFO : Epoch 1657 | loss: 0.0310986 | val_loss: 0.0311506 | Time: 1607.57 ms
[2021-10-04 14:09:02 main:581] : INFO : Epoch 1658 | loss: 0.0310988 | val_loss: 0.0311505 | Time: 1630.53 ms
[2021-10-04 14:09:04 main:581] : INFO : Epoch 1659 | loss: 0.0310985 | val_loss: 0.0311512 | Time: 1580.57 ms
[2021-10-04 14:09:05 main:581] : INFO : Epoch 1660 | loss: 0.0310966 | val_loss: 0.0311589 | Time: 1561.18 ms
[2021-10-04 14:09:07 main:581] : INFO : Epoch 1661 | loss: 0.0310943 | val_loss: 0.0311545 | Time: 1578.31 ms
[2021-10-04 14:09:08 main:581] : INFO : Epoch 1662 | loss: 0.0310932 | val_loss: 0.0311533 | Time: 1548.54 ms
[2021-10-04 14:09:10 main:581] : INFO : Epoch 1663 | loss: 0.0310925 | val_loss: 0.0311549 | Time: 1484.84 ms
[2021-10-04 14:09:11 main:581] : INFO : Epoch 1664 | loss: 0.0310972 | val_loss: 0.0311486 | Time: 1441.52 ms
[2021-10-04 14:09:13 main:581] : INFO : Epoch 1665 | loss: 0.0310986 | val_loss: 0.0311504 | Time: 1497.02 ms
[2021-10-04 14:09:14 main:581] : INFO : Epoch 1666 | loss: 0.0311013 | val_loss: 0.0311478 | Time: 1582.15 ms
[2021-10-04 14:09:16 main:581] : INFO : Epoch 1667 | loss: 0.0310986 | val_loss: 0.0311448 | Time: 1451.18 ms
[2021-10-04 14:09:17 main:581] : INFO : Epoch 1668 | loss: 0.031095 | val_loss: 0.0311455 | Time: 1482.78 ms
[2021-10-04 14:09:19 main:581] : INFO : Epoch 1669 | loss: 0.0310945 | val_loss: 0.0311485 | Time: 1650.06 ms
[2021-10-04 14:09:20 main:581] : INFO : Epoch 1670 | loss: 0.0310925 | val_loss: 0.031148 | Time: 1600.4 ms
[2021-10-04 14:09:22 main:581] : INFO : Epoch 1671 | loss: 0.031091 | val_loss: 0.0311556 | Time: 1623.8 ms
[2021-10-04 14:09:24 main:581] : INFO : Epoch 1672 | loss: 0.031094 | val_loss: 0.031151 | Time: 1544.92 ms
[2021-10-04 14:09:25 main:581] : INFO : Epoch 1673 | loss: 0.0310929 | val_loss: 0.031147 | Time: 1649.29 ms
[2021-10-04 14:09:27 main:581] : INFO : Epoch 1674 | loss: 0.031093 | val_loss: 0.0311476 | Time: 1656.03 ms
[2021-10-04 14:09:29 main:581] : INFO : Epoch 1675 | loss: 0.0310977 | val_loss: 0.031152 | Time: 1644.48 ms
[2021-10-04 14:09:30 main:581] : INFO : Epoch 1676 | loss: 0.0310972 | val_loss: 0.0311501 | Time: 1497.42 ms
[2021-10-04 14:09:32 main:581] : INFO : Epoch 1677 | loss: 0.031098 | val_loss: 0.0311471 | Time: 1643.93 ms
[2021-10-04 14:09:33 main:581] : INFO : Epoch 1678 | loss: 0.0310948 | val_loss: 0.031147 | Time: 1619.83 ms
[2021-10-04 14:09:35 main:581] : INFO : Epoch 1679 | loss: 0.0310932 | val_loss: 0.0311502 | Time: 1515.6 ms
[2021-10-04 14:09:36 main:581] : INFO : Epoch 1680 | loss: 0.0310999 | val_loss: 0.0311523 | Time: 1602.9 ms
[2021-10-04 14:09:38 main:581] : INFO : Epoch 1681 | loss: 0.031101 | val_loss: 0.0311526 | Time: 1433.2 ms
[2021-10-04 14:09:39 main:581] : INFO : Epoch 1682 | loss: 0.0310988 | val_loss: 0.0311432 | Time: 1488.63 ms
[2021-10-04 14:09:41 main:581] : INFO : Epoch 1683 | loss: 0.0310966 | val_loss: 0.0311533 | Time: 1466.15 ms
[2021-10-04 14:09:42 main:581] : INFO : Epoch 1684 | loss: 0.0310952 | val_loss: 0.0311432 | Time: 1481 ms
[2021-10-04 14:09:44 main:581] : INFO : Epoch 1685 | loss: 0.031096 | val_loss: 0.0311498 | Time: 1589.64 ms
[2021-10-04 14:09:45 main:581] : INFO : Epoch 1686 | loss: 0.0310975 | val_loss: 0.0311503 | Time: 1508.09 ms
[2021-10-04 14:09:47 main:581] : INFO : Epoch 1687 | loss: 0.0310957 | val_loss: 0.031145 | Time: 1579.05 ms
[2021-10-04 14:09:49 main:581] : INFO : Epoch 1688 | loss: 0.0310974 | val_loss: 0.0311518 | Time: 1547.25 ms
[2021-10-04 14:09:50 main:581] : INFO : Epoch 1689 | loss: 0.0311108 | val_loss: 0.0311502 | Time: 1584.88 ms
[2021-10-04 14:09:52 main:581] : INFO : Epoch 1690 | loss: 0.0311103 | val_loss: 0.0311495 | Time: 1576.56 ms
[2021-10-04 14:09:53 main:581] : INFO : Epoch 1691 | loss: 0.031108 | val_loss: 0.0311495 | Time: 1647.46 ms
[2021-10-04 14:09:55 main:581] : INFO : Epoch 1692 | loss: 0.0311105 | val_loss: 0.0311552 | Time: 1572.43 ms
[2021-10-04 14:09:56 main:581] : INFO : Epoch 1693 | loss: 0.0311128 | val_loss: 0.0311487 | Time: 1520.69 ms
[2021-10-04 14:09:58 main:581] : INFO : Epoch 1694 | loss: 0.0311126 | val_loss: 0.0311553 | Time: 1463.44 ms
[2021-10-04 14:09:59 main:581] : INFO : Epoch 1695 | loss: 0.0311153 | val_loss: 0.0311553 | Time: 1465.68 ms
[2021-10-04 14:10:01 main:581] : INFO : Epoch 1696 | loss: 0.0311139 | val_loss: 0.0311465 | Time: 1633.17 ms
[2021-10-04 14:10:03 main:581] : INFO : Epoch 1697 | loss: 0.0311153 | val_loss: 0.0311453 | Time: 1568.09 ms
[2021-10-04 14:10:04 main:581] : INFO : Epoch 1698 | loss: 0.0311157 | val_loss: 0.0311477 | Time: 1596.19 ms
[2021-10-04 14:10:06 main:581] : INFO : Epoch 1699 | loss: 0.0311153 | val_loss: 0.0311475 | Time: 1491.08 ms
[2021-10-04 14:10:07 main:581] : INFO : Epoch 1700 | loss: 0.031122 | val_loss: 0.0311522 | Time: 1490.03 ms
[2021-10-04 14:10:09 main:581] : INFO : Epoch 1701 | loss: 0.0311461 | val_loss: 0.031156 | Time: 1525.87 ms
[2021-10-04 14:10:10 main:581] : INFO : Epoch 1702 | loss: 0.0311424 | val_loss: 0.0311541 | Time: 1461.33 ms
[2021-10-04 14:10:12 main:581] : INFO : Epoch 1703 | loss: 0.0311408 | val_loss: 0.0311489 | Time: 1523.71 ms
[2021-10-04 14:10:13 main:581] : INFO : Epoch 1704 | loss: 0.0311402 | val_loss: 0.0311512 | Time: 1496.58 ms
[2021-10-04 14:10:15 main:581] : INFO : Epoch 1705 | loss: 0.0311377 | val_loss: 0.0311536 | Time: 1568.1 ms
[2021-10-04 14:10:16 main:581] : INFO : Epoch 1706 | loss: 0.0311471 | val_loss: 0.0311528 | Time: 1595.62 ms
[2021-10-04 14:10:18 main:581] : INFO : Epoch 1707 | loss: 0.0311461 | val_loss: 0.031152 | Time: 1666.69 ms
[2021-10-04 14:10:20 main:581] : INFO : Epoch 1708 | loss: 0.0311417 | val_loss: 0.0311537 | Time: 1579.57 ms
[2021-10-04 14:10:21 main:581] : INFO : Epoch 1709 | loss: 0.0311384 | val_loss: 0.0311496 | Time: 1639.88 ms
[2021-10-04 14:10:23 main:581] : INFO : Epoch 1710 | loss: 0.0311362 | val_loss: 0.0311513 | Time: 1535.26 ms
[2021-10-04 14:10:24 main:581] : INFO : Epoch 1711 | loss: 0.0311352 | val_loss: 0.0311476 | Time: 1664.95 ms
[2021-10-04 14:10:26 main:581] : INFO : Epoch 1712 | loss: 0.0311311 | val_loss: 0.0311504 | Time: 1520.98 ms
[2021-10-04 14:10:27 main:581] : INFO : Epoch 1713 | loss: 0.0311366 | val_loss: 0.0311458 | Time: 1462.87 ms
[2021-10-04 14:10:29 main:581] : INFO : Epoch 1714 | loss: 0.0311332 | val_loss: 0.0311453 | Time: 1465.87 ms
[2021-10-04 14:10:30 main:581] : INFO : Epoch 1715 | loss: 0.0311313 | val_loss: 0.0311448 | Time: 1490.8 ms
[2021-10-04 14:10:32 main:581] : INFO : Epoch 1716 | loss: 0.0311286 | val_loss: 0.0311434 | Time: 1573.74 ms
[2021-10-04 14:10:34 main:581] : INFO : Epoch 1717 | loss: 0.0311296 | val_loss: 0.0311416 | Time: 1643.79 ms
[2021-10-04 14:10:35 main:581] : INFO : Epoch 1718 | loss: 0.0311288 | val_loss: 0.0311454 | Time: 1658.17 ms
[2021-10-04 14:10:37 main:581] : INFO : Epoch 1719 | loss: 0.0311245 | val_loss: 0.0311488 | Time: 1559.02 ms
[2021-10-04 14:10:38 main:581] : INFO : Epoch 1720 | loss: 0.0311234 | val_loss: 0.0311455 | Time: 1545.1 ms
[2021-10-04 14:10:40 main:581] : INFO : Epoch 1721 | loss: 0.0311205 | val_loss: 0.031148 | Time: 1545.85 ms
[2021-10-04 14:10:41 main:581] : INFO : Epoch 1722 | loss: 0.0311207 | val_loss: 0.0311453 | Time: 1521.1 ms
[2021-10-04 14:10:43 main:581] : INFO : Epoch 1723 | loss: 0.0311203 | val_loss: 0.0311472 | Time: 1609.89 ms
[2021-10-04 14:10:45 main:581] : INFO : Epoch 1724 | loss: 0.0311187 | val_loss: 0.031143 | Time: 1635.69 ms
[2021-10-04 14:10:46 main:581] : INFO : Epoch 1725 | loss: 0.0311208 | val_loss: 0.0311489 | Time: 1565.08 ms
[2021-10-04 14:10:48 main:581] : INFO : Epoch 1726 | loss: 0.0311221 | val_loss: 0.0311458 | Time: 1578.76 ms
[2021-10-04 14:10:49 main:581] : INFO : Epoch 1727 | loss: 0.0311182 | val_loss: 0.0311506 | Time: 1598.67 ms
[2021-10-04 14:10:51 main:581] : INFO : Epoch 1728 | loss: 0.0311166 | val_loss: 0.0311488 | Time: 1573.01 ms
[2021-10-04 14:10:53 main:581] : INFO : Epoch 1729 | loss: 0.031115 | val_loss: 0.0311484 | Time: 1661.11 ms
[2021-10-04 14:10:54 main:581] : INFO : Epoch 1730 | loss: 0.0311146 | val_loss: 0.0311475 | Time: 1565.06 ms
[2021-10-04 14:10:56 main:581] : INFO : Epoch 1731 | loss: 0.0311139 | val_loss: 0.0311505 | Time: 1495.08 ms
[2021-10-04 14:10:57 main:581] : INFO : Epoch 1732 | loss: 0.031112 | val_loss: 0.0311475 | Time: 1530.36 ms
[2021-10-04 14:10:59 main:581] : INFO : Epoch 1733 | loss: 0.0311137 | val_loss: 0.0311485 | Time: 1442.85 ms
[2021-10-04 14:11:00 main:581] : INFO : Epoch 1734 | loss: 0.0311136 | val_loss: 0.0311465 | Time: 1490.95 ms
[2021-10-04 14:11:02 main:581] : INFO : Epoch 1735 | loss: 0.0311141 | val_loss: 0.0311459 | Time: 1468.21 ms
[2021-10-04 14:11:03 main:581] : INFO : Epoch 1736 | loss: 0.0311135 | val_loss: 0.0311487 | Time: 1456.03 ms
[2021-10-04 14:11:05 main:581] : INFO : Epoch 1737 | loss: 0.031116 | val_loss: 0.0311489 | Time: 1540.16 ms
[2021-10-04 14:11:06 main:581] : INFO : Epoch 1738 | loss: 0.0311189 | val_loss: 0.0311449 | Time: 1518.38 ms
[2021-10-04 14:11:08 main:581] : INFO : Epoch 1739 | loss: 0.0311172 | val_loss: 0.0311525 | Time: 1514.39 ms
[2021-10-04 14:11:09 main:581] : INFO : Epoch 1740 | loss: 0.0311155 | val_loss: 0.0311465 | Time: 1482.48 ms
[2021-10-04 14:11:11 main:581] : INFO : Epoch 1741 | loss: 0.0311123 | val_loss: 0.0311497 | Time: 1450.94 ms
[2021-10-04 14:11:12 main:581] : INFO : Epoch 1742 | loss: 0.031112 | val_loss: 0.0311442 | Time: 1462.77 ms
[2021-10-04 14:11:14 main:581] : INFO : Epoch 1743 | loss: 0.0311149 | val_loss: 0.0311439 | Time: 1535.91 ms
[2021-10-04 14:11:15 main:581] : INFO : Epoch 1744 | loss: 0.0311144 | val_loss: 0.0311435 | Time: 1537.46 ms
[2021-10-04 14:11:17 main:581] : INFO : Epoch 1745 | loss: 0.0311152 | val_loss: 0.0311506 | Time: 1478.16 ms
[2021-10-04 14:11:18 main:581] : INFO : Epoch 1746 | loss: 0.0311144 | val_loss: 0.0311459 | Time: 1488.76 ms
[2021-10-04 14:11:20 main:581] : INFO : Epoch 1747 | loss: 0.0311135 | val_loss: 0.0311459 | Time: 1563.79 ms
[2021-10-04 14:11:21 main:581] : INFO : Epoch 1748 | loss: 0.0311157 | val_loss: 0.0311494 | Time: 1475.37 ms
[2021-10-04 14:11:23 main:581] : INFO : Epoch 1749 | loss: 0.0311148 | val_loss: 0.0311477 | Time: 1526.29 ms
[2021-10-04 14:11:24 main:581] : INFO : Epoch 1750 | loss: 0.0311152 | val_loss: 0.0311451 | Time: 1460.86 ms
[2021-10-04 14:11:26 main:581] : INFO : Epoch 1751 | loss: 0.0311139 | val_loss: 0.0311426 | Time: 1463.68 ms
[2021-10-04 14:11:27 main:581] : INFO : Epoch 1752 | loss: 0.0311125 | val_loss: 0.0311491 | Time: 1442.5 ms
[2021-10-04 14:11:29 main:581] : INFO : Epoch 1753 | loss: 0.0311156 | val_loss: 0.0311551 | Time: 1554.65 ms
[2021-10-04 14:11:30 main:581] : INFO : Epoch 1754 | loss: 0.0311154 | val_loss: 0.0311465 | Time: 1465.38 ms
[2021-10-04 14:11:31 main:581] : INFO : Epoch 1755 | loss: 0.0311141 | val_loss: 0.0311515 | Time: 1472.24 ms
[2021-10-04 14:11:33 main:581] : INFO : Epoch 1756 | loss: 0.0311145 | val_loss: 0.0311474 | Time: 1535.95 ms
[2021-10-04 14:11:35 main:581] : INFO : Epoch 1757 | loss: 0.0311105 | val_loss: 0.0311508 | Time: 1622.7 ms
[2021-10-04 14:11:36 main:581] : INFO : Epoch 1758 | loss: 0.031109 | val_loss: 0.0311518 | Time: 1425.56 ms
[2021-10-04 14:11:38 main:581] : INFO : Epoch 1759 | loss: 0.031109 | val_loss: 0.0311495 | Time: 1434.94 ms
[2021-10-04 14:11:39 main:581] : INFO : Epoch 1760 | loss: 0.0311111 | val_loss: 0.031149 | Time: 1511.4 ms
[2021-10-04 14:11:41 main:581] : INFO : Epoch 1761 | loss: 0.0311095 | val_loss: 0.0311489 | Time: 1625.42 ms
[2021-10-04 14:11:42 main:581] : INFO : Epoch 1762 | loss: 0.0311104 | val_loss: 0.0311481 | Time: 1431.66 ms
[2021-10-04 14:11:43 main:581] : INFO : Epoch 1763 | loss: 0.03111 | val_loss: 0.0311445 | Time: 1406.2 ms
[2021-10-04 14:11:45 main:581] : INFO : Epoch 1764 | loss: 0.0311097 | val_loss: 0.0311472 | Time: 1501.3 ms
[2021-10-04 14:11:47 main:581] : INFO : Epoch 1765 | loss: 0.0311101 | val_loss: 0.0311469 | Time: 1559.38 ms
[2021-10-04 14:11:48 main:581] : INFO : Epoch 1766 | loss: 0.0311102 | val_loss: 0.0311471 | Time: 1446.64 ms
[2021-10-04 14:11:50 main:581] : INFO : Epoch 1767 | loss: 0.0311126 | val_loss: 0.031147 | Time: 1514.96 ms
[2021-10-04 14:11:51 main:581] : INFO : Epoch 1768 | loss: 0.0311126 | val_loss: 0.031148 | Time: 1563.53 ms
[2021-10-04 14:11:53 main:581] : INFO : Epoch 1769 | loss: 0.0311152 | val_loss: 0.0311509 | Time: 1435.94 ms
[2021-10-04 14:11:54 main:581] : INFO : Epoch 1770 | loss: 0.0311144 | val_loss: 0.0311486 | Time: 1456.88 ms
[2021-10-04 14:11:55 main:581] : INFO : Epoch 1771 | loss: 0.0311144 | val_loss: 0.031143 | Time: 1461.37 ms
[2021-10-04 14:11:57 main:581] : INFO : Epoch 1772 | loss: 0.0311128 | val_loss: 0.031143 | Time: 1489.98 ms
[2021-10-04 14:11:58 main:581] : INFO : Epoch 1773 | loss: 0.0311108 | val_loss: 0.0311462 | Time: 1554.14 ms
[2021-10-04 14:12:00 main:581] : INFO : Epoch 1774 | loss: 0.03111 | val_loss: 0.0311412 | Time: 1462.83 ms
[2021-10-04 14:12:01 main:581] : INFO : Epoch 1775 | loss: 0.0311111 | val_loss: 0.0311454 | Time: 1490.58 ms
[2021-10-04 14:12:03 main:581] : INFO : Epoch 1776 | loss: 0.03111 | val_loss: 0.0311411 | Time: 1582.97 ms
[2021-10-04 14:12:05 main:581] : INFO : Epoch 1777 | loss: 0.0311115 | val_loss: 0.0311413 | Time: 1550.52 ms
[2021-10-04 14:12:06 main:581] : INFO : Epoch 1778 | loss: 0.0311129 | val_loss: 0.0311483 | Time: 1516.36 ms
[2021-10-04 14:12:08 main:581] : INFO : Epoch 1779 | loss: 0.0311151 | val_loss: 0.0311512 | Time: 1513.72 ms
[2021-10-04 14:12:09 main:581] : INFO : Epoch 1780 | loss: 0.0311105 | val_loss: 0.0311421 | Time: 1536.12 ms
[2021-10-04 14:12:11 main:581] : INFO : Epoch 1781 | loss: 0.0311072 | val_loss: 0.0311447 | Time: 1543.78 ms
[2021-10-04 14:12:12 main:581] : INFO : Epoch 1782 | loss: 0.0311085 | val_loss: 0.0311422 | Time: 1529.53 ms
[2021-10-04 14:12:14 main:581] : INFO : Epoch 1783 | loss: 0.0311064 | val_loss: 0.0311391 | Time: 1455.51 ms
[2021-10-04 14:12:15 main:581] : INFO : Epoch 1784 | loss: 0.0311061 | val_loss: 0.0311371 | Time: 1488.14 ms
[2021-10-04 14:12:17 main:581] : INFO : Epoch 1785 | loss: 0.031106 | val_loss: 0.0311385 | Time: 1456.19 ms
[2021-10-04 14:12:18 main:581] : INFO : Epoch 1786 | loss: 0.0311074 | val_loss: 0.0311428 | Time: 1433.64 ms
[2021-10-04 14:12:20 main:581] : INFO : Epoch 1787 | loss: 0.0311068 | val_loss: 0.0311434 | Time: 1535.09 ms
[2021-10-04 14:12:21 main:581] : INFO : Epoch 1788 | loss: 0.0311059 | val_loss: 0.0311382 | Time: 1567.43 ms
[2021-10-04 14:12:23 main:581] : INFO : Epoch 1789 | loss: 0.031106 | val_loss: 0.0311433 | Time: 1563.37 ms
[2021-10-04 14:12:24 main:581] : INFO : Epoch 1790 | loss: 0.0311068 | val_loss: 0.0311417 | Time: 1535.99 ms
[2021-10-04 14:12:26 main:581] : INFO : Epoch 1791 | loss: 0.0311071 | val_loss: 0.0311427 | Time: 1569.52 ms
[2021-10-04 14:12:27 main:581] : INFO : Epoch 1792 | loss: 0.0311103 | val_loss: 0.0311403 | Time: 1551.21 ms
[2021-10-04 14:12:29 main:581] : INFO : Epoch 1793 | loss: 0.0311107 | val_loss: 0.0311392 | Time: 1444.99 ms
[2021-10-04 14:12:30 main:581] : INFO : Epoch 1794 | loss: 0.0311091 | val_loss: 0.0311415 | Time: 1416.64 ms
[2021-10-04 14:12:32 main:581] : INFO : Epoch 1795 | loss: 0.0311057 | val_loss: 0.0311458 | Time: 1435.43 ms
[2021-10-04 14:12:33 main:581] : INFO : Epoch 1796 | loss: 0.0311094 | val_loss: 0.0311406 | Time: 1523.33 ms
[2021-10-04 14:12:35 main:581] : INFO : Epoch 1797 | loss: 0.0311057 | val_loss: 0.031145 | Time: 1432.38 ms
[2021-10-04 14:12:36 main:581] : INFO : Epoch 1798 | loss: 0.0311055 | val_loss: 0.0311478 | Time: 1448.75 ms
[2021-10-04 14:12:38 main:581] : INFO : Epoch 1799 | loss: 0.0311044 | val_loss: 0.031148 | Time: 1473.78 ms
[2021-10-04 14:12:39 main:581] : INFO : Epoch 1800 | loss: 0.0311059 | val_loss: 0.0311443 | Time: 1465.74 ms
[2021-10-04 14:12:40 main:581] : INFO : Epoch 1801 | loss: 0.0311046 | val_loss: 0.0311459 | Time: 1452.3 ms
[2021-10-04 14:12:42 main:581] : INFO : Epoch 1802 | loss: 0.0311057 | val_loss: 0.0311427 | Time: 1497.84 ms
[2021-10-04 14:12:43 main:581] : INFO : Epoch 1803 | loss: 0.0311068 | val_loss: 0.0311443 | Time: 1512.22 ms
[2021-10-04 14:12:45 main:581] : INFO : Epoch 1804 | loss: 0.0311117 | val_loss: 0.0311527 | Time: 1551.1 ms
[2021-10-04 14:12:47 main:581] : INFO : Epoch 1805 | loss: 0.0311099 | val_loss: 0.0311514 | Time: 1556.1 ms
[2021-10-04 14:12:48 main:581] : INFO : Epoch 1806 | loss: 0.0311068 | val_loss: 0.0311431 | Time: 1522.65 ms
[2021-10-04 14:12:50 main:581] : INFO : Epoch 1807 | loss: 0.0311066 | val_loss: 0.0311436 | Time: 1463.95 ms
[2021-10-04 14:12:51 main:581] : INFO : Epoch 1808 | loss: 0.0311047 | val_loss: 0.03114 | Time: 1550.36 ms
[2021-10-04 14:12:53 main:581] : INFO : Epoch 1809 | loss: 0.0311031 | val_loss: 0.0311429 | Time: 1514.16 ms
[2021-10-04 14:12:54 main:581] : INFO : Epoch 1810 | loss: 0.0311039 | val_loss: 0.0311455 | Time: 1521.16 ms
[2021-10-04 14:12:56 main:581] : INFO : Epoch 1811 | loss: 0.0311028 | val_loss: 0.0311474 | Time: 1614.68 ms
[2021-10-04 14:12:57 main:581] : INFO : Epoch 1812 | loss: 0.0311057 | val_loss: 0.031148 | Time: 1640.71 ms
[2021-10-04 14:12:59 main:581] : INFO : Epoch 1813 | loss: 0.0311052 | val_loss: 0.0311423 | Time: 1576.74 ms
[2021-10-04 14:13:01 main:581] : INFO : Epoch 1814 | loss: 0.0311039 | val_loss: 0.0311411 | Time: 1607.25 ms
[2021-10-04 14:13:02 main:581] : INFO : Epoch 1815 | loss: 0.0311044 | val_loss: 0.0311511 | Time: 1513.99 ms
[2021-10-04 14:13:04 main:581] : INFO : Epoch 1816 | loss: 0.0311083 | val_loss: 0.0311485 | Time: 1542.9 ms
[2021-10-04 14:13:05 main:581] : INFO : Epoch 1817 | loss: 0.0311138 | val_loss: 0.0311442 | Time: 1542.28 ms
[2021-10-04 14:13:07 main:581] : INFO : Epoch 1818 | loss: 0.0311122 | val_loss: 0.0311359 | Time: 1555.21 ms
[2021-10-04 14:13:08 main:581] : INFO : Epoch 1819 | loss: 0.0311133 | val_loss: 0.0311481 | Time: 1447.44 ms
[2021-10-04 14:13:10 main:581] : INFO : Epoch 1820 | loss: 0.0311081 | val_loss: 0.0311428 | Time: 1476.12 ms
[2021-10-04 14:13:11 main:581] : INFO : Epoch 1821 | loss: 0.0311068 | val_loss: 0.0311451 | Time: 1496.63 ms
[2021-10-04 14:13:13 main:581] : INFO : Epoch 1822 | loss: 0.0311052 | val_loss: 0.0311392 | Time: 1534.8 ms
[2021-10-04 14:13:14 main:581] : INFO : Epoch 1823 | loss: 0.0311052 | val_loss: 0.0311418 | Time: 1575.1 ms
[2021-10-04 14:13:16 main:581] : INFO : Epoch 1824 | loss: 0.0311048 | val_loss: 0.031145 | Time: 1575.09 ms
[2021-10-04 14:13:17 main:581] : INFO : Epoch 1825 | loss: 0.0311071 | val_loss: 0.0311511 | Time: 1524.78 ms
[2021-10-04 14:13:19 main:581] : INFO : Epoch 1826 | loss: 0.0311068 | val_loss: 0.0311445 | Time: 1454.87 ms
[2021-10-04 14:13:20 main:581] : INFO : Epoch 1827 | loss: 0.0311075 | val_loss: 0.0311404 | Time: 1445.38 ms
[2021-10-04 14:13:22 main:581] : INFO : Epoch 1828 | loss: 0.0311102 | val_loss: 0.031147 | Time: 1609.03 ms
[2021-10-04 14:13:24 main:581] : INFO : Epoch 1829 | loss: 0.031113 | val_loss: 0.0311451 | Time: 1634.15 ms
[2021-10-04 14:13:25 main:581] : INFO : Epoch 1830 | loss: 0.0311139 | val_loss: 0.0311429 | Time: 1542.06 ms
[2021-10-04 14:13:27 main:581] : INFO : Epoch 1831 | loss: 0.0311109 | val_loss: 0.0311418 | Time: 1486.53 ms
[2021-10-04 14:13:28 main:581] : INFO : Epoch 1832 | loss: 0.0311099 | val_loss: 0.0311423 | Time: 1573.16 ms
[2021-10-04 14:13:30 main:581] : INFO : Epoch 1833 | loss: 0.0311067 | val_loss: 0.0311458 | Time: 1568.87 ms
[2021-10-04 14:13:31 main:581] : INFO : Epoch 1834 | loss: 0.0311073 | val_loss: 0.0311406 | Time: 1529.27 ms
[2021-10-04 14:13:33 main:581] : INFO : Epoch 1835 | loss: 0.0311074 | val_loss: 0.0311469 | Time: 1495.59 ms
[2021-10-04 14:13:34 main:581] : INFO : Epoch 1836 | loss: 0.031111 | val_loss: 0.0311497 | Time: 1435.6 ms
[2021-10-04 14:13:36 main:581] : INFO : Epoch 1837 | loss: 0.0311119 | val_loss: 0.0311497 | Time: 1495.61 ms
[2021-10-04 14:13:37 main:581] : INFO : Epoch 1838 | loss: 0.0311123 | val_loss: 0.0311512 | Time: 1468.78 ms
[2021-10-04 14:13:39 main:581] : INFO : Epoch 1839 | loss: 0.0311102 | val_loss: 0.0311431 | Time: 1531.71 ms
[2021-10-04 14:13:40 main:581] : INFO : Epoch 1840 | loss: 0.0311093 | val_loss: 0.0311414 | Time: 1574.59 ms
[2021-10-04 14:13:42 main:581] : INFO : Epoch 1841 | loss: 0.0311101 | val_loss: 0.0311428 | Time: 1464.57 ms
[2021-10-04 14:13:43 main:581] : INFO : Epoch 1842 | loss: 0.0311093 | val_loss: 0.0311445 | Time: 1525.69 ms
[2021-10-04 14:13:45 main:581] : INFO : Epoch 1843 | loss: 0.0311069 | val_loss: 0.0311439 | Time: 1576.29 ms
[2021-10-04 14:13:46 main:581] : INFO : Epoch 1844 | loss: 0.0311081 | val_loss: 0.0311407 | Time: 1446.28 ms
[2021-10-04 14:13:48 main:581] : INFO : Epoch 1845 | loss: 0.031108 | val_loss: 0.0311517 | Time: 1410.66 ms
[2021-10-04 14:13:49 main:581] : INFO : Epoch 1846 | loss: 0.0311088 | val_loss: 0.0311546 | Time: 1407.32 ms
[2021-10-04 14:13:51 main:581] : INFO : Epoch 1847 | loss: 0.0311092 | val_loss: 0.0311383 | Time: 1561.44 ms
[2021-10-04 14:13:52 main:581] : INFO : Epoch 1848 | loss: 0.0311101 | val_loss: 0.0311556 | Time: 1459.23 ms
[2021-10-04 14:13:54 main:581] : INFO : Epoch 1849 | loss: 0.03142 | val_loss: 0.0363961 | Time: 1471.83 ms
[2021-10-04 14:13:55 main:581] : INFO : Epoch 1850 | loss: 0.0330369 | val_loss: 0.0321203 | Time: 1531.93 ms
[2021-10-04 14:13:57 main:581] : INFO : Epoch 1851 | loss: 0.0314652 | val_loss: 0.0312147 | Time: 1612.2 ms
[2021-10-04 14:13:58 main:581] : INFO : Epoch 1852 | loss: 0.0311573 | val_loss: 0.0311578 | Time: 1575.36 ms
[2021-10-04 14:14:00 main:581] : INFO : Epoch 1853 | loss: 0.03112 | val_loss: 0.031143 | Time: 1571.45 ms
[2021-10-04 14:14:01 main:581] : INFO : Epoch 1854 | loss: 0.0311144 | val_loss: 0.0311434 | Time: 1434.69 ms
[2021-10-04 14:14:03 main:581] : INFO : Epoch 1855 | loss: 0.0311107 | val_loss: 0.0311435 | Time: 1441.71 ms
[2021-10-04 14:14:04 main:581] : INFO : Epoch 1856 | loss: 0.0311101 | val_loss: 0.0311425 | Time: 1478.68 ms
[2021-10-04 14:14:06 main:581] : INFO : Epoch 1857 | loss: 0.0311109 | val_loss: 0.0311433 | Time: 1450.63 ms
[2021-10-04 14:14:07 main:581] : INFO : Epoch 1858 | loss: 0.031108 | val_loss: 0.0311376 | Time: 1475.39 ms
[2021-10-04 14:14:09 main:581] : INFO : Epoch 1859 | loss: 0.0311105 | val_loss: 0.0311379 | Time: 1490.72 ms
[2021-10-04 14:14:10 main:581] : INFO : Epoch 1860 | loss: 0.0311094 | val_loss: 0.0311364 | Time: 1424.93 ms
[2021-10-04 14:14:12 main:581] : INFO : Epoch 1861 | loss: 0.0311099 | val_loss: 0.0311439 | Time: 1465.78 ms
[2021-10-04 14:14:13 main:581] : INFO : Epoch 1862 | loss: 0.0311108 | val_loss: 0.0311497 | Time: 1526.75 ms
[2021-10-04 14:14:15 main:581] : INFO : Epoch 1863 | loss: 0.0311168 | val_loss: 0.031151 | Time: 1468.98 ms
[2021-10-04 14:14:16 main:581] : INFO : Epoch 1864 | loss: 0.0311154 | val_loss: 0.0311458 | Time: 1444.27 ms
[2021-10-04 14:14:17 main:581] : INFO : Epoch 1865 | loss: 0.0311164 | val_loss: 0.031152 | Time: 1419.17 ms
[2021-10-04 14:14:19 main:581] : INFO : Epoch 1866 | loss: 0.0311166 | val_loss: 0.0311562 | Time: 1478.25 ms
[2021-10-04 14:14:20 main:581] : INFO : Epoch 1867 | loss: 0.0311156 | val_loss: 0.0311495 | Time: 1491.65 ms
[2021-10-04 14:14:22 main:581] : INFO : Epoch 1868 | loss: 0.0311154 | val_loss: 0.0311488 | Time: 1512.13 ms
[2021-10-04 14:14:23 main:581] : INFO : Epoch 1869 | loss: 0.0311124 | val_loss: 0.0311437 | Time: 1433.64 ms
[2021-10-04 14:14:25 main:581] : INFO : Epoch 1870 | loss: 0.0311106 | val_loss: 0.0311467 | Time: 1514.63 ms
[2021-10-04 14:14:26 main:581] : INFO : Epoch 1871 | loss: 0.0311116 | val_loss: 0.0311485 | Time: 1460.36 ms
[2021-10-04 14:14:28 main:581] : INFO : Epoch 1872 | loss: 0.0311102 | val_loss: 0.0311452 | Time: 1481.28 ms
[2021-10-04 14:14:29 main:581] : INFO : Epoch 1873 | loss: 0.0311106 | val_loss: 0.0311461 | Time: 1467.22 ms
[2021-10-04 14:14:31 main:581] : INFO : Epoch 1874 | loss: 0.0311121 | val_loss: 0.0311442 | Time: 1459.68 ms
[2021-10-04 14:14:32 main:581] : INFO : Epoch 1875 | loss: 0.0311099 | val_loss: 0.0311485 | Time: 1478.14 ms
[2021-10-04 14:14:34 main:581] : INFO : Epoch 1876 | loss: 0.0311093 | val_loss: 0.0311476 | Time: 1454.76 ms
[2021-10-04 14:14:35 main:581] : INFO : Epoch 1877 | loss: 0.0311113 | val_loss: 0.0311496 | Time: 1494.82 ms
[2021-10-04 14:14:37 main:581] : INFO : Epoch 1878 | loss: 0.0311101 | val_loss: 0.0311512 | Time: 1485.39 ms
[2021-10-04 14:14:38 main:581] : INFO : Epoch 1879 | loss: 0.0311104 | val_loss: 0.0311528 | Time: 1514.36 ms
[2021-10-04 14:14:40 main:581] : INFO : Epoch 1880 | loss: 0.0311148 | val_loss: 0.031149 | Time: 1457.22 ms
[2021-10-04 14:14:41 main:581] : INFO : Epoch 1881 | loss: 0.0311122 | val_loss: 0.0311459 | Time: 1479.05 ms
[2021-10-04 14:14:43 main:581] : INFO : Epoch 1882 | loss: 0.0311114 | val_loss: 0.0311434 | Time: 1559.32 ms
[2021-10-04 14:14:44 main:581] : INFO : Epoch 1883 | loss: 0.0311087 | val_loss: 0.0311395 | Time: 1506.96 ms
[2021-10-04 14:14:46 main:581] : INFO : Epoch 1884 | loss: 0.0311064 | val_loss: 0.0311422 | Time: 1471.25 ms
[2021-10-04 14:14:47 main:581] : INFO : Epoch 1885 | loss: 0.0311052 | val_loss: 0.031141 | Time: 1477.35 ms
[2021-10-04 14:14:49 main:581] : INFO : Epoch 1886 | loss: 0.0311052 | val_loss: 0.0311452 | Time: 1487.78 ms
[2021-10-04 14:14:50 main:581] : INFO : Epoch 1887 | loss: 0.0311093 | val_loss: 0.0311441 | Time: 1427.83 ms
[2021-10-04 14:14:51 main:581] : INFO : Epoch 1888 | loss: 0.0311085 | val_loss: 0.0311461 | Time: 1438.59 ms
[2021-10-04 14:14:53 main:581] : INFO : Epoch 1889 | loss: 0.0311063 | val_loss: 0.0311502 | Time: 1434.36 ms
[2021-10-04 14:14:54 main:581] : INFO : Epoch 1890 | loss: 0.0311103 | val_loss: 0.0311538 | Time: 1478.22 ms
[2021-10-04 14:14:56 main:581] : INFO : Epoch 1891 | loss: 0.0311179 | val_loss: 0.0311468 | Time: 1484.05 ms
[2021-10-04 14:14:57 main:581] : INFO : Epoch 1892 | loss: 0.0311142 | val_loss: 0.0311452 | Time: 1466.97 ms
[2021-10-04 14:14:59 main:581] : INFO : Epoch 1893 | loss: 0.0311118 | val_loss: 0.0311445 | Time: 1496.84 ms
[2021-10-04 14:15:00 main:581] : INFO : Epoch 1894 | loss: 0.0311114 | val_loss: 0.0311415 | Time: 1502.87 ms
[2021-10-04 14:15:02 main:581] : INFO : Epoch 1895 | loss: 0.031108 | val_loss: 0.0311397 | Time: 1492.17 ms
[2021-10-04 14:15:03 main:581] : INFO : Epoch 1896 | loss: 0.0311142 | val_loss: 0.0311398 | Time: 1484.33 ms
[2021-10-04 14:15:05 main:581] : INFO : Epoch 1897 | loss: 0.0311176 | val_loss: 0.0311444 | Time: 1505.68 ms
[2021-10-04 14:15:06 main:581] : INFO : Epoch 1898 | loss: 0.0311174 | val_loss: 0.0311485 | Time: 1516.33 ms
[2021-10-04 14:15:08 main:581] : INFO : Epoch 1899 | loss: 0.0311192 | val_loss: 0.0311465 | Time: 1519.34 ms
[2021-10-04 14:15:09 main:581] : INFO : Epoch 1900 | loss: 0.0311176 | val_loss: 0.0311407 | Time: 1500.85 ms
[2021-10-04 14:15:11 main:581] : INFO : Epoch 1901 | loss: 0.0311172 | val_loss: 0.0311405 | Time: 1488.69 ms
[2021-10-04 14:15:12 main:581] : INFO : Epoch 1902 | loss: 0.0311145 | val_loss: 0.03114 | Time: 1483.56 ms
[2021-10-04 14:15:14 main:581] : INFO : Epoch 1903 | loss: 0.0311169 | val_loss: 0.0311389 | Time: 1539.93 ms
[2021-10-04 14:15:15 main:581] : INFO : Epoch 1904 | loss: 0.0311161 | val_loss: 0.0311367 | Time: 1564.68 ms
[2021-10-04 14:15:17 main:581] : INFO : Epoch 1905 | loss: 0.0311142 | val_loss: 0.0311381 | Time: 1507.82 ms
[2021-10-04 14:15:18 main:581] : INFO : Epoch 1906 | loss: 0.0311103 | val_loss: 0.0311358 | Time: 1499.16 ms
[2021-10-04 14:15:20 main:581] : INFO : Epoch 1907 | loss: 0.0311102 | val_loss: 0.0311398 | Time: 1439.46 ms
[2021-10-04 14:15:21 main:581] : INFO : Epoch 1908 | loss: 0.0311097 | val_loss: 0.0311426 | Time: 1470.26 ms
[2021-10-04 14:15:23 main:581] : INFO : Epoch 1909 | loss: 0.0311077 | val_loss: 0.0311385 | Time: 1428.46 ms
[2021-10-04 14:15:24 main:581] : INFO : Epoch 1910 | loss: 0.0311085 | val_loss: 0.0311378 | Time: 1462.68 ms
[2021-10-04 14:15:26 main:581] : INFO : Epoch 1911 | loss: 0.031108 | val_loss: 0.0311397 | Time: 1504.17 ms
[2021-10-04 14:15:27 main:581] : INFO : Epoch 1912 | loss: 0.0311075 | val_loss: 0.0311433 | Time: 1543.48 ms
[2021-10-04 14:15:29 main:581] : INFO : Epoch 1913 | loss: 0.0311072 | val_loss: 0.031142 | Time: 1459.21 ms
[2021-10-04 14:15:30 main:581] : INFO : Epoch 1914 | loss: 0.031108 | val_loss: 0.0311431 | Time: 1513.69 ms
[2021-10-04 14:15:32 main:581] : INFO : Epoch 1915 | loss: 0.0311061 | val_loss: 0.0311397 | Time: 1465.48 ms
[2021-10-04 14:15:33 main:581] : INFO : Epoch 1916 | loss: 0.0311054 | val_loss: 0.0311465 | Time: 1509.59 ms
[2021-10-04 14:15:35 main:581] : INFO : Epoch 1917 | loss: 0.0311055 | val_loss: 0.0311365 | Time: 1535.82 ms
[2021-10-04 14:15:36 main:581] : INFO : Epoch 1918 | loss: 0.0311048 | val_loss: 0.0311376 | Time: 1562.77 ms
[2021-10-04 14:15:38 main:581] : INFO : Epoch 1919 | loss: 0.0311069 | val_loss: 0.0311397 | Time: 1436.9 ms
[2021-10-04 14:15:39 main:581] : INFO : Epoch 1920 | loss: 0.0311133 | val_loss: 0.0311412 | Time: 1472.28 ms
[2021-10-04 14:15:41 main:581] : INFO : Epoch 1921 | loss: 0.0311136 | val_loss: 0.0311421 | Time: 1498.47 ms
[2021-10-04 14:15:42 main:581] : INFO : Epoch 1922 | loss: 0.0311146 | val_loss: 0.0311406 | Time: 1464.73 ms
[2021-10-04 14:15:44 main:581] : INFO : Epoch 1923 | loss: 0.0311121 | val_loss: 0.0311441 | Time: 1608.52 ms
[2021-10-04 14:15:45 main:581] : INFO : Epoch 1924 | loss: 0.03111 | val_loss: 0.031138 | Time: 1536.5 ms
[2021-10-04 14:15:47 main:581] : INFO : Epoch 1925 | loss: 0.0311123 | val_loss: 0.0311384 | Time: 1511.4 ms
[2021-10-04 14:15:48 main:581] : INFO : Epoch 1926 | loss: 0.0311132 | val_loss: 0.0311371 | Time: 1526.08 ms
[2021-10-04 14:15:50 main:581] : INFO : Epoch 1927 | loss: 0.0311115 | val_loss: 0.031141 | Time: 1439.92 ms
[2021-10-04 14:15:51 main:581] : INFO : Epoch 1928 | loss: 0.0311106 | val_loss: 0.0311382 | Time: 1470.44 ms
[2021-10-04 14:15:53 main:581] : INFO : Epoch 1929 | loss: 0.0311118 | val_loss: 0.031143 | Time: 1495.25 ms
[2021-10-04 14:15:54 main:581] : INFO : Epoch 1930 | loss: 0.0311096 | val_loss: 0.0311418 | Time: 1547.67 ms
[2021-10-04 14:15:56 main:581] : INFO : Epoch 1931 | loss: 0.0311075 | val_loss: 0.0311465 | Time: 1519.11 ms
[2021-10-04 14:15:57 main:581] : INFO : Epoch 1932 | loss: 0.0311093 | val_loss: 0.0311438 | Time: 1512.53 ms
[2021-10-04 14:15:59 main:581] : INFO : Epoch 1933 | loss: 0.0311094 | val_loss: 0.0311444 | Time: 1486.09 ms
[2021-10-04 14:16:00 main:581] : INFO : Epoch 1934 | loss: 0.0311052 | val_loss: 0.031144 | Time: 1580.58 ms
[2021-10-04 14:16:02 main:581] : INFO : Epoch 1935 | loss: 0.0311048 | val_loss: 0.0311386 | Time: 1568.57 ms
[2021-10-04 14:16:03 main:581] : INFO : Epoch 1936 | loss: 0.0311035 | val_loss: 0.0311398 | Time: 1455.91 ms
[2021-10-04 14:16:05 main:581] : INFO : Epoch 1937 | loss: 0.0311024 | val_loss: 0.0311422 | Time: 1439.07 ms
[2021-10-04 14:16:06 main:581] : INFO : Epoch 1938 | loss: 0.0311055 | val_loss: 0.0311402 | Time: 1494.4 ms
[2021-10-04 14:16:08 main:581] : INFO : Epoch 1939 | loss: 0.0311053 | val_loss: 0.0311356 | Time: 1469.8 ms
[2021-10-04 14:16:09 main:581] : INFO : Epoch 1940 | loss: 0.0311101 | val_loss: 0.0311362 | Time: 1498.64 ms
[2021-10-04 14:16:11 main:581] : INFO : Epoch 1941 | loss: 0.0311138 | val_loss: 0.0311436 | Time: 1467.9 ms
[2021-10-04 14:16:12 main:581] : INFO : Epoch 1942 | loss: 0.0311127 | val_loss: 0.0311516 | Time: 1431.29 ms
[2021-10-04 14:16:14 main:581] : INFO : Epoch 1943 | loss: 0.0311127 | val_loss: 0.0311431 | Time: 1584.87 ms
[2021-10-04 14:16:15 main:581] : INFO : Epoch 1944 | loss: 0.0311095 | val_loss: 0.0311443 | Time: 1509.15 ms
[2021-10-04 14:16:17 main:581] : INFO : Epoch 1945 | loss: 0.0311084 | val_loss: 0.0311415 | Time: 1559.41 ms
[2021-10-04 14:16:18 main:581] : INFO : Epoch 1946 | loss: 0.0311079 | val_loss: 0.0311416 | Time: 1515.58 ms
[2021-10-04 14:16:20 main:581] : INFO : Epoch 1947 | loss: 0.0311071 | val_loss: 0.0311428 | Time: 1426.67 ms
[2021-10-04 14:16:21 main:581] : INFO : Epoch 1948 | loss: 0.0311071 | val_loss: 0.0311418 | Time: 1549.52 ms
[2021-10-04 14:16:23 main:581] : INFO : Epoch 1949 | loss: 0.0311051 | val_loss: 0.0311408 | Time: 1595.01 ms
[2021-10-04 14:16:24 main:581] : INFO : Epoch 1950 | loss: 0.0311052 | val_loss: 0.0311421 | Time: 1404.54 ms
[2021-10-04 14:16:26 main:581] : INFO : Epoch 1951 | loss: 0.0311062 | val_loss: 0.0311443 | Time: 1477.76 ms
[2021-10-04 14:16:27 main:581] : INFO : Epoch 1952 | loss: 0.031106 | val_loss: 0.0311414 | Time: 1524.15 ms
[2021-10-04 14:16:29 main:581] : INFO : Epoch 1953 | loss: 0.0311052 | val_loss: 0.0311446 | Time: 1440.5 ms
[2021-10-04 14:16:30 main:581] : INFO : Epoch 1954 | loss: 0.0311053 | val_loss: 0.0311481 | Time: 1424.8 ms
[2021-10-04 14:16:32 main:581] : INFO : Epoch 1955 | loss: 0.0311051 | val_loss: 0.0311447 | Time: 1480.76 ms
[2021-10-04 14:16:33 main:581] : INFO : Epoch 1956 | loss: 0.0311022 | val_loss: 0.031146 | Time: 1555.41 ms
[2021-10-04 14:16:35 main:581] : INFO : Epoch 1957 | loss: 0.031103 | val_loss: 0.0311474 | Time: 1571.11 ms
[2021-10-04 14:16:36 main:581] : INFO : Epoch 1958 | loss: 0.0311053 | val_loss: 0.0311458 | Time: 1511.03 ms
[2021-10-04 14:16:38 main:581] : INFO : Epoch 1959 | loss: 0.0311043 | val_loss: 0.0311408 | Time: 1544.14 ms
[2021-10-04 14:16:39 main:581] : INFO : Epoch 1960 | loss: 0.0311042 | val_loss: 0.0311373 | Time: 1520.84 ms
[2021-10-04 14:16:41 main:581] : INFO : Epoch 1961 | loss: 0.0311136 | val_loss: 0.0311475 | Time: 1446.34 ms
[2021-10-04 14:16:42 main:581] : INFO : Epoch 1962 | loss: 0.0311196 | val_loss: 0.0311413 | Time: 1412.93 ms
[2021-10-04 14:16:44 main:581] : INFO : Epoch 1963 | loss: 0.0311159 | val_loss: 0.0311464 | Time: 1397.58 ms
[2021-10-04 14:16:45 main:581] : INFO : Epoch 1964 | loss: 0.0311195 | val_loss: 0.0311458 | Time: 1517.72 ms
[2021-10-04 14:16:47 main:581] : INFO : Epoch 1965 | loss: 0.0311241 | val_loss: 0.0311432 | Time: 1441.22 ms
[2021-10-04 14:16:48 main:581] : INFO : Epoch 1966 | loss: 0.0311221 | val_loss: 0.0311447 | Time: 1404.93 ms
[2021-10-04 14:16:50 main:581] : INFO : Epoch 1967 | loss: 0.0311193 | val_loss: 0.0311465 | Time: 1435.9 ms
[2021-10-04 14:16:51 main:581] : INFO : Epoch 1968 | loss: 0.0311257 | val_loss: 0.0311438 | Time: 1554.22 ms
[2021-10-04 14:16:53 main:581] : INFO : Epoch 1969 | loss: 0.0311205 | val_loss: 0.0311413 | Time: 1442.67 ms
[2021-10-04 14:16:54 main:581] : INFO : Epoch 1970 | loss: 0.0311204 | val_loss: 0.0311451 | Time: 1476.84 ms
[2021-10-04 14:16:55 main:581] : INFO : Epoch 1971 | loss: 0.0311163 | val_loss: 0.0311423 | Time: 1429.21 ms
[2021-10-04 14:16:57 main:581] : INFO : Epoch 1972 | loss: 0.0311155 | val_loss: 0.0311463 | Time: 1548.76 ms
[2021-10-04 14:16:59 main:581] : INFO : Epoch 1973 | loss: 0.0311157 | val_loss: 0.0311436 | Time: 1573.09 ms
[2021-10-04 14:17:00 main:581] : INFO : Epoch 1974 | loss: 0.0311148 | val_loss: 0.0311498 | Time: 1478.44 ms
[2021-10-04 14:17:02 main:581] : INFO : Epoch 1975 | loss: 0.0311121 | val_loss: 0.0311438 | Time: 1591.79 ms
[2021-10-04 14:17:03 main:581] : INFO : Epoch 1976 | loss: 0.0311113 | val_loss: 0.031149 | Time: 1548.85 ms
[2021-10-04 14:17:05 main:581] : INFO : Epoch 1977 | loss: 0.031124 | val_loss: 0.0311455 | Time: 1476.39 ms
[2021-10-04 14:17:06 main:581] : INFO : Epoch 1978 | loss: 0.0311214 | val_loss: 0.03115 | Time: 1551.69 ms
[2021-10-04 14:17:08 main:581] : INFO : Epoch 1979 | loss: 0.0311171 | val_loss: 0.031146 | Time: 1573.03 ms
[2021-10-04 14:17:09 main:581] : INFO : Epoch 1980 | loss: 0.0311158 | val_loss: 0.0311481 | Time: 1576.91 ms
[2021-10-04 14:17:11 main:581] : INFO : Epoch 1981 | loss: 0.0311122 | val_loss: 0.0311429 | Time: 1546.2 ms
[2021-10-04 14:17:12 main:581] : INFO : Epoch 1982 | loss: 0.0311135 | val_loss: 0.0311493 | Time: 1574 ms
[2021-10-04 14:17:14 main:581] : INFO : Epoch 1983 | loss: 0.0311106 | val_loss: 0.0311401 | Time: 1513.7 ms
[2021-10-04 14:17:16 main:581] : INFO : Epoch 1984 | loss: 0.0311105 | val_loss: 0.0311443 | Time: 1543.51 ms
[2021-10-04 14:17:17 main:581] : INFO : Epoch 1985 | loss: 0.0311115 | val_loss: 0.0311497 | Time: 1554.43 ms
[2021-10-04 14:17:19 main:581] : INFO : Epoch 1986 | loss: 0.0311112 | val_loss: 0.0311457 | Time: 1438.76 ms
[2021-10-04 14:17:20 main:581] : INFO : Epoch 1987 | loss: 0.0311108 | val_loss: 0.0311453 | Time: 1543.2 ms
[2021-10-04 14:17:22 main:581] : INFO : Epoch 1988 | loss: 0.031109 | val_loss: 0.0311426 | Time: 1512.94 ms
[2021-10-04 14:17:23 main:581] : INFO : Epoch 1989 | loss: 0.031107 | val_loss: 0.0311435 | Time: 1587.88 ms
[2021-10-04 14:17:25 main:581] : INFO : Epoch 1990 | loss: 0.0311046 | val_loss: 0.0311458 | Time: 1536.39 ms
[2021-10-04 14:17:26 main:581] : INFO : Epoch 1991 | loss: 0.0311039 | val_loss: 0.031145 | Time: 1579.85 ms
[2021-10-04 14:17:28 main:581] : INFO : Epoch 1992 | loss: 0.0311019 | val_loss: 0.0311449 | Time: 1559.74 ms
[2021-10-04 14:17:29 main:581] : INFO : Epoch 1993 | loss: 0.0311015 | val_loss: 0.0311444 | Time: 1559.88 ms
[2021-10-04 14:17:31 main:581] : INFO : Epoch 1994 | loss: 0.0311029 | val_loss: 0.0311495 | Time: 1566.28 ms
[2021-10-04 14:17:33 main:581] : INFO : Epoch 1995 | loss: 0.0311061 | val_loss: 0.0311489 | Time: 1608.88 ms
[2021-10-04 14:17:34 main:581] : INFO : Epoch 1996 | loss: 0.031104 | val_loss: 0.0311454 | Time: 1441.01 ms
[2021-10-04 14:17:35 main:581] : INFO : Epoch 1997 | loss: 0.0311061 | val_loss: 0.0311415 | Time: 1411.14 ms
[2021-10-04 14:17:37 main:581] : INFO : Epoch 1998 | loss: 0.0311045 | val_loss: 0.0311455 | Time: 1461.76 ms
[2021-10-04 14:17:38 main:581] : INFO : Epoch 1999 | loss: 0.031103 | val_loss: 0.0311454 | Time: 1560.81 ms
[2021-10-04 14:17:40 main:581] : INFO : Epoch 2000 | loss: 0.0311034 | val_loss: 0.0311447 | Time: 1459.03 ms
[2021-10-04 14:17:41 main:581] : INFO : Epoch 2001 | loss: 0.0311078 | val_loss: 0.0311449 | Time: 1420.6 ms
[2021-10-04 14:17:43 main:581] : INFO : Epoch 2002 | loss: 0.0311169 | val_loss: 0.0311455 | Time: 1623.98 ms
[2021-10-04 14:17:44 main:581] : INFO : Epoch 2003 | loss: 0.031118 | val_loss: 0.0311468 | Time: 1492.54 ms
[2021-10-04 14:17:46 main:581] : INFO : Epoch 2004 | loss: 0.0311158 | val_loss: 0.0311451 | Time: 1460.02 ms
[2021-10-04 14:17:47 main:581] : INFO : Epoch 2005 | loss: 0.031109 | val_loss: 0.0311448 | Time: 1533.65 ms
[2021-10-04 14:17:49 main:581] : INFO : Epoch 2006 | loss: 0.0311084 | val_loss: 0.0311422 | Time: 1538.76 ms
[2021-10-04 14:17:51 main:581] : INFO : Epoch 2007 | loss: 0.0311056 | val_loss: 0.0311448 | Time: 1563.42 ms
[2021-10-04 14:17:52 main:581] : INFO : Epoch 2008 | loss: 0.0311037 | val_loss: 0.0311433 | Time: 1520.22 ms
[2021-10-04 14:17:54 main:581] : INFO : Epoch 2009 | loss: 0.031103 | val_loss: 0.031141 | Time: 1522.44 ms
[2021-10-04 14:17:55 main:581] : INFO : Epoch 2010 | loss: 0.0311023 | val_loss: 0.0311438 | Time: 1540.09 ms
[2021-10-04 14:17:57 main:581] : INFO : Epoch 2011 | loss: 0.0311026 | val_loss: 0.0311362 | Time: 1543.02 ms
[2021-10-04 14:17:58 main:581] : INFO : Epoch 2012 | loss: 0.0311043 | val_loss: 0.0311417 | Time: 1652.17 ms
[2021-10-04 14:18:00 main:581] : INFO : Epoch 2013 | loss: 0.0311053 | val_loss: 0.0311446 | Time: 1685.81 ms
[2021-10-04 14:18:01 main:581] : INFO : Epoch 2014 | loss: 0.0311033 | val_loss: 0.0311363 | Time: 1428.23 ms
[2021-10-04 14:18:03 main:581] : INFO : Epoch 2015 | loss: 0.0311035 | val_loss: 0.0311432 | Time: 1428.18 ms
[2021-10-04 14:18:04 main:581] : INFO : Epoch 2016 | loss: 0.0311101 | val_loss: 0.0311435 | Time: 1416.46 ms
[2021-10-04 14:18:06 main:581] : INFO : Epoch 2017 | loss: 0.031114 | val_loss: 0.03114 | Time: 1702.33 ms
[2021-10-04 14:18:07 main:581] : INFO : Epoch 2018 | loss: 0.0311153 | val_loss: 0.0311446 | Time: 1428.63 ms
[2021-10-04 14:18:09 main:581] : INFO : Epoch 2019 | loss: 0.0311151 | val_loss: 0.0311408 | Time: 1451.06 ms
[2021-10-04 14:18:10 main:581] : INFO : Epoch 2020 | loss: 0.0311114 | val_loss: 0.0311411 | Time: 1438.69 ms
[2021-10-04 14:18:12 main:581] : INFO : Epoch 2021 | loss: 0.0311078 | val_loss: 0.0311395 | Time: 1552.14 ms
[2021-10-04 14:18:13 main:581] : INFO : Epoch 2022 | loss: 0.0311054 | val_loss: 0.031142 | Time: 1514.06 ms
[2021-10-04 14:18:15 main:581] : INFO : Epoch 2023 | loss: 0.0311064 | val_loss: 0.0311399 | Time: 1499.52 ms
[2021-10-04 14:18:16 main:581] : INFO : Epoch 2024 | loss: 0.0311055 | val_loss: 0.0311421 | Time: 1525.56 ms
[2021-10-04 14:18:18 main:581] : INFO : Epoch 2025 | loss: 0.0311044 | val_loss: 0.0311418 | Time: 1538.55 ms
[2021-10-04 14:18:20 main:581] : INFO : Epoch 2026 | loss: 0.0311042 | val_loss: 0.0311492 | Time: 1584.83 ms
[2021-10-04 14:18:21 main:581] : INFO : Epoch 2027 | loss: 0.0311075 | val_loss: 0.0311434 | Time: 1594.44 ms
[2021-10-04 14:18:23 main:581] : INFO : Epoch 2028 | loss: 0.0311064 | val_loss: 0.0311453 | Time: 1553.84 ms
[2021-10-04 14:18:24 main:581] : INFO : Epoch 2029 | loss: 0.0311079 | val_loss: 0.0311384 | Time: 1571.98 ms
[2021-10-04 14:18:26 main:581] : INFO : Epoch 2030 | loss: 0.0311081 | val_loss: 0.031139 | Time: 1468.57 ms
[2021-10-04 14:18:27 main:581] : INFO : Epoch 2031 | loss: 0.0311028 | val_loss: 0.0311393 | Time: 1441.51 ms
[2021-10-04 14:18:29 main:581] : INFO : Epoch 2032 | loss: 0.0311002 | val_loss: 0.0311406 | Time: 1402.73 ms
[2021-10-04 14:18:30 main:581] : INFO : Epoch 2033 | loss: 0.0310997 | val_loss: 0.0311372 | Time: 1520.28 ms
[2021-10-04 14:18:32 main:581] : INFO : Epoch 2034 | loss: 0.0311018 | val_loss: 0.0311423 | Time: 1430.89 ms
[2021-10-04 14:18:33 main:581] : INFO : Epoch 2035 | loss: 0.0310992 | val_loss: 0.0311408 | Time: 1393.09 ms
[2021-10-04 14:18:34 main:581] : INFO : Epoch 2036 | loss: 0.0310979 | val_loss: 0.0311401 | Time: 1400.35 ms
[2021-10-04 14:18:36 main:581] : INFO : Epoch 2037 | loss: 0.0310984 | val_loss: 0.0311423 | Time: 1498.09 ms
[2021-10-04 14:18:37 main:581] : INFO : Epoch 2038 | loss: 0.0311058 | val_loss: 0.0311608 | Time: 1640.75 ms
[2021-10-04 14:18:39 main:581] : INFO : Epoch 2039 | loss: 0.0311217 | val_loss: 0.0311535 | Time: 1573.64 ms
[2021-10-04 14:18:41 main:581] : INFO : Epoch 2040 | loss: 0.0311215 | val_loss: 0.0311499 | Time: 1553.28 ms
[2021-10-04 14:18:42 main:581] : INFO : Epoch 2041 | loss: 0.0311188 | val_loss: 0.0311479 | Time: 1482.34 ms
[2021-10-04 14:18:43 main:581] : INFO : Epoch 2042 | loss: 0.0311166 | val_loss: 0.0311436 | Time: 1423.83 ms
[2021-10-04 14:18:45 main:581] : INFO : Epoch 2043 | loss: 0.0311147 | val_loss: 0.031144 | Time: 1395.8 ms
[2021-10-04 14:18:46 main:581] : INFO : Epoch 2044 | loss: 0.0311125 | val_loss: 0.0311418 | Time: 1453.57 ms
[2021-10-04 14:18:48 main:581] : INFO : Epoch 2045 | loss: 0.0311089 | val_loss: 0.0311408 | Time: 1546.9 ms
[2021-10-04 14:18:49 main:581] : INFO : Epoch 2046 | loss: 0.0311101 | val_loss: 0.0311398 | Time: 1471.81 ms
[2021-10-04 14:18:51 main:581] : INFO : Epoch 2047 | loss: 0.0311098 | val_loss: 0.0311419 | Time: 1416.97 ms
[2021-10-04 14:18:52 main:581] : INFO : Epoch 2048 | loss: 0.0311086 | val_loss: 0.0311428 | Time: 1476.4 ms
[2021-10-04 14:18:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311428
[2021-10-04 14:18:52 main:610] : INFO : Saving end state to config to file
[2021-10-04 14:18:52 main:615] : INFO : Success, exiting..
14:18:52 (21671): 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)