Task 7684305
| Name | ParityModified-1631729685-27810-3_0 |
| Workunit | 5332932 |
| Created | 28 Sep 2021, 22:55:39 UTC |
| Sent | 6 Oct 2021, 20:02:12 UTC |
| Report deadline | 13 Oct 2021, 20:02:12 UTC |
| Received | 7 Oct 2021, 10:08:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 52 sec |
| CPU time | 49 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :03 main:581] : INFO : Epoch 1538 | loss: 0.0310872 | val_loss: 0.0311013 | Time: 1479.75 ms [2021-10-07 05:56:04 main:581] : INFO : Epoch 1539 | loss: 0.0310961 | val_loss: 0.0310842 | Time: 1450.84 ms [2021-10-07 05:56:06 main:581] : INFO : Epoch 1540 | loss: 0.0310797 | val_loss: 0.0310769 | Time: 1435.35 ms [2021-10-07 05:56:07 main:581] : INFO : Epoch 1541 | loss: 0.0310783 | val_loss: 0.0310764 | Time: 1449.45 ms [2021-10-07 05:56:09 main:581] : INFO : Epoch 1542 | loss: 0.0310757 | val_loss: 0.0310763 | Time: 1446.41 ms [2021-10-07 05:56:10 main:581] : INFO : Epoch 1543 | loss: 0.0310721 | val_loss: 0.0310716 | Time: 1445.36 ms [2021-10-07 05:56:12 main:581] : INFO : Epoch 1544 | loss: 0.0310696 | val_loss: 0.0310701 | Time: 1481.65 ms [2021-10-07 05:56:13 main:581] : INFO : Epoch 1545 | loss: 0.0310715 | val_loss: 0.0310719 | Time: 1461.33 ms [2021-10-07 05:56:14 main:581] : INFO : Epoch 1546 | loss: 0.0310722 | val_loss: 0.0310687 | Time: 1448.68 ms [2021-10-07 05:56:16 main:581] : INFO : Epoch 1547 | loss: 0.031068 | val_loss: 0.031068 | Time: 1450.57 ms [2021-10-07 05:56:17 main:581] : INFO : Epoch 1548 | loss: 0.031069 | val_loss: 0.0310736 | Time: 1453.6 ms [2021-10-07 05:56:19 main:581] : INFO : Epoch 1549 | loss: 0.0310673 | val_loss: 0.0310753 | Time: 1468.4 ms [2021-10-07 05:56:20 main:581] : INFO : Epoch 1550 | loss: 0.0310729 | val_loss: 0.0310793 | Time: 1443.88 ms [2021-10-07 05:56:22 main:581] : INFO : Epoch 1551 | loss: 0.0310735 | val_loss: 0.0310692 | Time: 1466.56 ms [2021-10-07 05:56:23 main:581] : INFO : Epoch 1552 | loss: 0.0310661 | val_loss: 0.0310661 | Time: 1438.97 ms [2021-10-07 05:56:25 main:581] : INFO : Epoch 1553 | loss: 0.0310658 | val_loss: 0.0310684 | Time: 1423.95 ms [2021-10-07 05:56:26 main:581] : INFO : Epoch 1554 | loss: 0.0310673 | val_loss: 0.03107 | Time: 1464.56 ms [2021-10-07 05:56:28 main:581] : INFO : Epoch 1555 | loss: 0.0310668 | val_loss: 0.0310669 | Time: 1452.25 ms [2021-10-07 05:56:29 main:581] : INFO : Epoch 1556 | loss: 0.0310718 | val_loss: 0.0310657 | Time: 1469.01 ms [2021-10-07 05:56:30 main:581] : INFO : Epoch 1557 | loss: 0.0310642 | val_loss: 0.0310626 | Time: 1457.51 ms [2021-10-07 05:56:32 main:581] : INFO : Epoch 1558 | loss: 0.0310662 | val_loss: 0.0310641 | Time: 1451.97 ms [2021-10-07 05:56:33 main:581] : INFO : Epoch 1559 | loss: 0.0310619 | val_loss: 0.0310575 | Time: 1449.36 ms [2021-10-07 05:56:35 main:581] : INFO : Epoch 1560 | loss: 0.0310592 | val_loss: 0.0310621 | Time: 1449.66 ms [2021-10-07 05:56:36 main:581] : INFO : Epoch 1561 | loss: 0.0310574 | val_loss: 0.0310549 | Time: 1452.3 ms [2021-10-07 05:56:38 main:581] : INFO : Epoch 1562 | loss: 0.0310572 | val_loss: 0.03106 | Time: 1456.13 ms [2021-10-07 05:56:39 main:581] : INFO : Epoch 1563 | loss: 0.0310607 | val_loss: 0.0310598 | Time: 1464.82 ms [2021-10-07 05:56:41 main:581] : INFO : Epoch 1564 | loss: 0.0310756 | val_loss: 0.0310981 | Time: 1491.74 ms [2021-10-07 05:56:42 main:581] : INFO : Epoch 1565 | loss: 0.0310886 | val_loss: 0.0310785 | Time: 1506.18 ms [2021-10-07 05:56:44 main:581] : INFO : Epoch 1566 | loss: 0.031076 | val_loss: 0.0310831 | Time: 1525.79 ms [2021-10-07 05:56:45 main:581] : INFO : Epoch 1567 | loss: 0.0310677 | val_loss: 0.0310665 | Time: 1462.32 ms [2021-10-07 05:56:47 main:581] : INFO : Epoch 1568 | loss: 0.0310628 | val_loss: 0.0310697 | Time: 1459.68 ms [2021-10-07 05:56:48 main:581] : INFO : Epoch 1569 | loss: 0.0310612 | val_loss: 0.0310565 | Time: 1486.23 ms [2021-10-07 05:56:50 main:581] : INFO : Epoch 1570 | loss: 0.0310568 | val_loss: 0.0310636 | Time: 1485.16 ms [2021-10-07 05:56:51 main:581] : INFO : Epoch 1571 | loss: 0.031056 | val_loss: 0.0310525 | Time: 1462.46 ms [2021-10-07 05:56:53 main:581] : INFO : Epoch 1572 | loss: 0.0310524 | val_loss: 0.031055 | Time: 1479.03 ms [2021-10-07 05:56:54 main:581] : INFO : Epoch 1573 | loss: 0.0310528 | val_loss: 0.0310634 | Time: 1462.92 ms [2021-10-07 05:56:55 main:581] : INFO : Epoch 1574 | loss: 0.0310511 | val_loss: 0.031052 | Time: 1462.17 ms [2021-10-07 05:56:57 main:581] : INFO : Epoch 1575 | loss: 0.0310464 | val_loss: 0.0310492 | Time: 1454.22 ms [2021-10-07 05:56:58 main:581] : INFO : Epoch 1576 | loss: 0.0310449 | val_loss: 0.0310487 | Time: 1437.9 ms [2021-10-07 05:57:00 main:581] : INFO : Epoch 1577 | loss: 0.0310469 | val_loss: 0.0310505 | Time: 1468.18 ms [2021-10-07 05:57:01 main:581] : INFO : Epoch 1578 | loss: 0.0310465 | val_loss: 0.0310461 | Time: 1467.49 ms [2021-10-07 05:57:03 main:581] : INFO : Epoch 1579 | loss: 0.0310443 | val_loss: 0.0310514 | Time: 1460.43 ms [2021-10-07 05:57:04 main:581] : INFO : Epoch 1580 | loss: 0.0310449 | val_loss: 0.0310474 | Time: 1456.83 ms [2021-10-07 05:57:06 main:581] : INFO : Epoch 1581 | loss: 0.0310474 | val_loss: 0.0310485 | Time: 1447.17 ms [2021-10-07 05:57:07 main:581] : INFO : Epoch 1582 | loss: 0.0310444 | val_loss: 0.0310536 | Time: 1451.45 ms [2021-10-07 05:57:09 main:581] : INFO : Epoch 1583 | loss: 0.0310483 | val_loss: 0.0310526 | Time: 1454.21 ms [2021-10-07 05:57:10 main:581] : INFO : Epoch 1584 | loss: 0.0310535 | val_loss: 0.0310535 | Time: 1447.69 ms [2021-10-07 05:57:11 main:581] : INFO : Epoch 1585 | loss: 0.0310492 | val_loss: 0.0310548 | Time: 1460.46 ms [2021-10-07 05:57:13 main:581] : INFO : Epoch 1586 | loss: 0.0310478 | val_loss: 0.0310506 | Time: 1460.75 ms [2021-10-07 05:57:14 main:581] : INFO : Epoch 1587 | loss: 0.0310527 | val_loss: 0.0310538 | Time: 1460.15 ms [2021-10-07 05:57:16 main:581] : INFO : Epoch 1588 | loss: 0.031046 | val_loss: 0.0310535 | Time: 1450.37 ms [2021-10-07 05:57:17 main:581] : INFO : Epoch 1589 | loss: 0.0310495 | val_loss: 0.0310465 | Time: 1450.97 ms [2021-10-07 05:57:19 main:581] : INFO : Epoch 1590 | loss: 0.0310445 | val_loss: 0.0310461 | Time: 1503.87 ms [2021-10-07 05:57:20 main:581] : INFO : Epoch 1591 | loss: 0.0310445 | val_loss: 0.0310488 | Time: 1495.17 ms [2021-10-07 05:57:22 main:581] : INFO : Epoch 1592 | loss: 0.0310484 | val_loss: 0.0310588 | Time: 1470.88 ms [2021-10-07 05:57:23 main:581] : INFO : Epoch 1593 | loss: 0.0310498 | val_loss: 0.0310478 | Time: 1486.72 ms [2021-10-07 05:57:25 main:581] : INFO : Epoch 1594 | loss: 0.0310471 | val_loss: 0.0310449 | Time: 1448.32 ms [2021-10-07 05:57:26 main:581] : INFO : Epoch 1595 | loss: 0.0310445 | val_loss: 0.0310468 | Time: 1463.4 ms [2021-10-07 05:57:28 main:581] : INFO : Epoch 1596 | loss: 0.0310422 | val_loss: 0.0310436 | Time: 1464.92 ms [2021-10-07 05:57:29 main:581] : INFO : Epoch 1597 | loss: 0.0310418 | val_loss: 0.0310465 | Time: 1458.84 ms [2021-10-07 05:57:31 main:581] : INFO : Epoch 1598 | loss: 0.0310452 | val_loss: 0.0310594 | Time: 1446.02 ms [2021-10-07 05:57:32 main:581] : INFO : Epoch 1599 | loss: 0.0310481 | val_loss: 0.0310455 | Time: 1457.52 ms [2021-10-07 05:57:33 main:581] : INFO : Epoch 1600 | loss: 0.0310458 | val_loss: 0.0310504 | Time: 1492.18 ms [2021-10-07 05:57:35 main:581] : INFO : Epoch 1601 | loss: 0.0310443 | val_loss: 0.0310478 | Time: 1479.54 ms [2021-10-07 05:57:36 main:581] : INFO : Epoch 1602 | loss: 0.0310429 | val_loss: 0.0310465 | Time: 1475.84 ms [2021-10-07 05:57:38 main:581] : INFO : Epoch 1603 | loss: 0.0310446 | val_loss: 0.0310664 | Time: 1483.72 ms [2021-10-07 05:57:39 main:581] : INFO : Epoch 1604 | loss: 0.0310637 | val_loss: 0.0310502 | Time: 1467.93 ms [2021-10-07 05:57:41 main:581] : INFO : Epoch 1605 | loss: 0.031046 | val_loss: 0.0310441 | Time: 1465.09 ms [2021-10-07 05:57:42 main:581] : INFO : Epoch 1606 | loss: 0.0310434 | val_loss: 0.0310432 | Time: 1476.31 ms [2021-10-07 05:57:44 main:581] : INFO : Epoch 1607 | loss: 0.0310408 | val_loss: 0.0310462 | Time: 1456.22 ms [2021-10-07 05:57:45 main:581] : INFO : Epoch 1608 | loss: 0.0310453 | val_loss: 0.0310475 | Time: 1475.96 ms [2021-10-07 05:57:47 main:581] : INFO : Epoch 1609 | loss: 0.0310424 | val_loss: 0.0310441 | Time: 1473.15 ms [2021-10-07 05:57:48 main:581] : INFO : Epoch 1610 | loss: 0.0310404 | val_loss: 0.0310397 | Time: 1492.59 ms [2021-10-07 05:57:50 main:581] : INFO : Epoch 1611 | loss: 0.0310381 | val_loss: 0.0310383 | Time: 1472.4 ms [2021-10-07 05:57:51 main:581] : INFO : Epoch 1612 | loss: 0.0310392 | val_loss: 0.0310409 | Time: 1475.41 ms [2021-10-07 05:57:53 main:581] : INFO : Epoch 1613 | loss: 0.0310377 | val_loss: 0.0310439 | Time: 1470.61 ms [2021-10-07 05:57:54 main:581] : INFO : Epoch 1614 | loss: 0.0310358 | val_loss: 0.0310354 | Time: 1463.64 ms [2021-10-07 05:57:56 main:581] : INFO : Epoch 1615 | loss: 0.031036 | val_loss: 0.031036 | Time: 1461 ms [2021-10-07 05:57:57 main:581] : INFO : Epoch 1616 | loss: 0.0310346 | val_loss: 0.0310347 | Time: 1442.87 ms [2021-10-07 05:57:58 main:581] : INFO : Epoch 1617 | loss: 0.0310343 | val_loss: 0.0310348 | Time: 1449.57 ms [2021-10-07 05:58:00 main:581] : INFO : Epoch 1618 | loss: 0.0310409 | val_loss: 0.0310405 | Time: 1459.96 ms [2021-10-07 05:58:01 main:581] : INFO : Epoch 1619 | loss: 0.0310379 | val_loss: 0.0310384 | Time: 1451.2 ms [2021-10-07 05:58:03 main:581] : INFO : Epoch 1620 | loss: 0.0310377 | val_loss: 0.0310342 | Time: 1468.64 ms [2021-10-07 05:58:04 main:581] : INFO : Epoch 1621 | loss: 0.0310348 | val_loss: 0.0310327 | Time: 1459.16 ms [2021-10-07 05:58:06 main:581] : INFO : Epoch 1622 | loss: 0.0310318 | val_loss: 0.0310338 | Time: 1473 ms [2021-10-07 05:58:07 main:581] : INFO : Epoch 1623 | loss: 0.0310345 | val_loss: 0.0310331 | Time: 1476.15 ms [2021-10-07 05:58:09 main:581] : INFO : Epoch 1624 | loss: 0.0310334 | val_loss: 0.0310311 | Time: 1442.52 ms [2021-10-07 05:58:10 main:581] : INFO : Epoch 1625 | loss: 0.0310277 | val_loss: 0.0310263 | Time: 1465.73 ms [2021-10-07 05:58:12 main:581] : INFO : Epoch 1626 | loss: 0.031029 | val_loss: 0.0310284 | Time: 1481.4 ms [2021-10-07 05:58:13 main:581] : INFO : Epoch 1627 | loss: 0.0310267 | val_loss: 0.0310272 | Time: 1470.54 ms [2021-10-07 05:58:15 main:581] : INFO : Epoch 1628 | loss: 0.0310252 | val_loss: 0.0310238 | Time: 1481.74 ms [2021-10-07 05:58:16 main:581] : INFO : Epoch 1629 | loss: 0.0310241 | val_loss: 0.0310373 | Time: 1446.06 ms [2021-10-07 05:58:17 main:581] : INFO : Epoch 1630 | loss: 0.0310378 | val_loss: 0.0310369 | Time: 1454.33 ms [2021-10-07 05:58:19 main:581] : INFO : Epoch 1631 | loss: 0.0310432 | val_loss: 0.0310483 | Time: 1458.99 ms [2021-10-07 05:58:20 main:581] : INFO : Epoch 1632 | loss: 0.0310481 | val_loss: 0.0310456 | Time: 1439.31 ms [2021-10-07 05:58:22 main:581] : INFO : Epoch 1633 | loss: 0.031053 | val_loss: 0.0310424 | Time: 1436 ms [2021-10-07 05:58:23 main:581] : INFO : Epoch 1634 | loss: 0.0310407 | val_loss: 0.0310408 | Time: 1464.04 ms [2021-10-07 05:58:25 main:581] : INFO : Epoch 1635 | loss: 0.0310354 | val_loss: 0.0310307 | Time: 1447.62 ms [2021-10-07 05:58:26 main:581] : INFO : Epoch 1636 | loss: 0.0310292 | val_loss: 0.0310244 | Time: 1447.44 ms [2021-10-07 05:58:28 main:581] : INFO : Epoch 1637 | loss: 0.0310235 | val_loss: 0.0310246 | Time: 1487.41 ms [2021-10-07 05:58:29 main:581] : INFO : Epoch 1638 | loss: 0.0310242 | val_loss: 0.0310193 | Time: 1481.9 ms [2021-10-07 05:58:31 main:581] : INFO : Epoch 1639 | loss: 0.031019 | val_loss: 0.0310162 | Time: 1450 ms [2021-10-07 05:58:32 main:581] : INFO : Epoch 1640 | loss: 0.0310094 | val_loss: 0.0309991 | Time: 1496.52 ms [2021-10-07 05:58:34 main:581] : INFO : Epoch 1641 | loss: 0.0310151 | val_loss: 0.0310127 | Time: 1481.09 ms [2021-10-07 05:58:35 main:581] : INFO : Epoch 1642 | loss: 0.0310036 | val_loss: 0.0309924 | Time: 1441.16 ms [2021-10-07 05:58:36 main:581] : INFO : Epoch 1643 | loss: 0.0310075 | val_loss: 0.0309855 | Time: 1452.32 ms [2021-10-07 05:58:38 main:581] : INFO : Epoch 1644 | loss: 0.0306317 | val_loss: 0.0303574 | Time: 1457.58 ms [2021-10-07 05:58:39 main:581] : INFO : Epoch 1645 | loss: 0.0304666 | val_loss: 0.0302662 | Time: 1452.41 ms [2021-10-07 05:58:41 main:581] : INFO : Epoch 1646 | loss: 0.0302546 | val_loss: 0.0300719 | Time: 1465.69 ms [2021-10-07 05:58:42 main:581] : INFO : Epoch 1647 | loss: 0.030053 | val_loss: 0.0299851 | Time: 1449.62 ms [2021-10-07 05:58:44 main:581] : INFO : Epoch 1648 | loss: 0.0300198 | val_loss: 0.0299628 | Time: 1453.17 ms [2021-10-07 05:58:45 main:581] : INFO : Epoch 1649 | loss: 0.0300053 | val_loss: 0.0299544 | Time: 1431.34 ms [2021-10-07 05:58:47 main:581] : INFO : Epoch 1650 | loss: 0.0299936 | val_loss: 0.0299415 | Time: 1456.18 ms [2021-10-07 05:58:48 main:581] : INFO : Epoch 1651 | loss: 0.0299948 | val_loss: 0.029938 | Time: 1455.12 ms [2021-10-07 05:58:50 main:581] : INFO : Epoch 1652 | loss: 0.0299864 | val_loss: 0.0299304 | Time: 1443.48 ms [2021-10-07 05:58:51 main:581] : INFO : Epoch 1653 | loss: 0.0299779 | val_loss: 0.0299301 | Time: 1495.66 ms [2021-10-07 05:58:52 main:581] : INFO : Epoch 1654 | loss: 0.0299763 | val_loss: 0.0299213 | Time: 1448.7 ms [2021-10-07 05:58:54 main:581] : INFO : Epoch 1655 | loss: 0.0299669 | val_loss: 0.0299145 | Time: 1438.15 ms [2021-10-07 05:58:55 main:581] : INFO : Epoch 1656 | loss: 0.0299643 | val_loss: 0.029915 | Time: 1467.33 ms [2021-10-07 05:58:57 main:581] : INFO : Epoch 1657 | loss: 0.0299653 | val_loss: 0.0299161 | Time: 1478.06 ms [2021-10-07 05:58:58 main:581] : INFO : Epoch 1658 | loss: 0.0299638 | val_loss: 0.0299115 | Time: 1471.73 ms [2021-10-07 05:59:00 main:581] : INFO : Epoch 1659 | loss: 0.0299627 | val_loss: 0.0299089 | Time: 1439.47 ms [2021-10-07 05:59:01 main:581] : INFO : Epoch 1660 | loss: 0.0299613 | val_loss: 0.0299091 | Time: 1462.79 ms [2021-10-07 05:59:03 main:581] : INFO : Epoch 1661 | loss: 0.0299607 | val_loss: 0.029918 | Time: 1438.72 ms [2021-10-07 05:59:04 main:581] : INFO : Epoch 1662 | loss: 0.0299592 | val_loss: 0.0299065 | Time: 1453.62 ms [2021-10-07 05:59:06 main:581] : INFO : Epoch 1663 | loss: 0.0299564 | val_loss: 0.0299078 | Time: 1429.1 ms [2021-10-07 05:59:07 main:581] : INFO : Epoch 1664 | loss: 0.0299581 | val_loss: 0.0299099 | Time: 1450.31 ms [2021-10-07 05:59:08 main:581] : INFO : Epoch 1665 | loss: 0.0299595 | val_loss: 0.0299065 | Time: 1460.42 ms [2021-10-07 05:59:10 main:581] : INFO : Epoch 1666 | loss: 0.0299688 | val_loss: 0.0299527 | Time: 1457.87 ms [2021-10-07 05:59:11 main:581] : INFO : Epoch 1667 | loss: 0.0299784 | val_loss: 0.0299203 | Time: 1454.32 ms [2021-10-07 05:59:13 main:581] : INFO : Epoch 1668 | loss: 0.0299688 | val_loss: 0.029918 | Time: 1443.28 ms [2021-10-07 05:59:14 main:581] : INFO : Epoch 1669 | loss: 0.0299671 | val_loss: 0.0299163 | Time: 1433.13 ms [2021-10-07 05:59:16 main:581] : INFO : Epoch 1670 | loss: 0.0299625 | val_loss: 0.0299106 | Time: 1435.74 ms [2021-10-07 05:59:17 main:581] : INFO : Epoch 1671 | loss: 0.0299582 | val_loss: 0.0299089 | Time: 1448.76 ms [2021-10-07 05:59:19 main:581] : INFO : Epoch 1672 | loss: 0.0299564 | val_loss: 0.0299097 | Time: 1465.11 ms [2021-10-07 05:59:20 main:581] : INFO : Epoch 1673 | loss: 0.02996 | val_loss: 0.0299162 | Time: 1467.44 ms [2021-10-07 05:59:22 main:581] : INFO : Epoch 1674 | loss: 0.0299696 | val_loss: 0.0299364 | Time: 1446.56 ms [2021-10-07 05:59:23 main:581] : INFO : Epoch 1675 | loss: 0.0299702 | val_loss: 0.0299133 | Time: 1445.77 ms [2021-10-07 05:59:24 main:581] : INFO : Epoch 1676 | loss: 0.0299616 | val_loss: 0.0299147 | Time: 1443.03 ms [2021-10-07 05:59:26 main:581] : INFO : Epoch 1677 | loss: 0.0299598 | val_loss: 0.0299053 | Time: 1458.66 ms [2021-10-07 05:59:27 main:581] : INFO : Epoch 1678 | loss: 0.0299554 | val_loss: 0.0299028 | Time: 1475.14 ms [2021-10-07 05:59:29 main:581] : INFO : Epoch 1679 | loss: 0.0299532 | val_loss: 0.029902 | Time: 1468.63 ms [2021-10-07 05:59:30 main:581] : INFO : Epoch 1680 | loss: 0.0299504 | val_loss: 0.0299064 | Time: 1480.41 ms [2021-10-07 05:59:32 main:581] : INFO : Epoch 1681 | loss: 0.0299525 | val_loss: 0.0299055 | Time: 1465.19 ms [2021-10-07 05:59:33 main:581] : INFO : Epoch 1682 | loss: 0.0299516 | val_loss: 0.0299013 | Time: 1468.69 ms [2021-10-07 05:59:35 main:581] : INFO : Epoch 1683 | loss: 0.0299502 | val_loss: 0.0299045 | Time: 1499.5 ms [2021-10-07 05:59:36 main:581] : INFO : Epoch 1684 | loss: 0.0299515 | val_loss: 0.0299019 | Time: 1463.16 ms [2021-10-07 05:59:38 main:581] : INFO : Epoch 1685 | loss: 0.0299466 | val_loss: 0.0299007 | Time: 1448.08 ms [2021-10-07 05:59:39 main:581] : INFO : Epoch 1686 | loss: 0.029946 | val_loss: 0.0298946 | Time: 1470.65 ms [2021-10-07 05:59:41 main:581] : INFO : Epoch 1687 | loss: 0.0299456 | val_loss: 0.0298962 | Time: 1498.1 ms [2021-10-07 05:59:42 main:581] : INFO : Epoch 1688 | loss: 0.0299457 | val_loss: 0.0298979 | Time: 1459.99 ms [2021-10-07 05:59:44 main:581] : INFO : Epoch 1689 | loss: 0.0299452 | val_loss: 0.0298951 | Time: 1482.04 ms [2021-10-07 05:59:45 main:581] : INFO : Epoch 1690 | loss: 0.029943 | val_loss: 0.0298952 | Time: 1478.34 ms [2021-10-07 05:59:46 main:581] : INFO : Epoch 1691 | loss: 0.0299427 | val_loss: 0.0298969 | Time: 1461.65 ms [2021-10-07 05:59:48 main:581] : INFO : Epoch 1692 | loss: 0.029943 | val_loss: 0.0298957 | Time: 1472.12 ms [2021-10-07 05:59:49 main:581] : INFO : Epoch 1693 | loss: 0.0299383 | val_loss: 0.0298864 | Time: 1462 ms [2021-10-07 05:59:51 main:581] : INFO : Epoch 1694 | loss: 0.029935 | val_loss: 0.0298902 | Time: 1440.84 ms [2021-10-07 05:59:52 main:581] : INFO : Epoch 1695 | loss: 0.0299352 | val_loss: 0.0298867 | Time: 1464.28 ms [2021-10-07 05:59:54 main:581] : INFO : Epoch 1696 | loss: 0.0299346 | val_loss: 0.029886 | Time: 1463.87 ms [2021-10-07 05:59:55 main:581] : INFO : Epoch 1697 | loss: 0.029934 | val_loss: 0.0298889 | Time: 1497.83 ms [2021-10-07 05:59:57 main:581] : INFO : Epoch 1698 | loss: 0.0299344 | val_loss: 0.0298888 | Time: 1459.2 ms [2021-10-07 05:59:58 main:581] : INFO : Epoch 1699 | loss: 0.0299313 | val_loss: 0.0298855 | Time: 1493.66 ms [2021-10-07 06:00:00 main:581] : INFO : Epoch 1700 | loss: 0.0299337 | val_loss: 0.0298888 | Time: 1457.56 ms [2021-10-07 06:00:01 main:581] : INFO : Epoch 1701 | loss: 0.0299312 | val_loss: 0.0298835 | Time: 1454.05 ms [2021-10-07 06:00:03 main:581] : INFO : Epoch 1702 | loss: 0.029932 | val_loss: 0.0298893 | Time: 1441.54 ms [2021-10-07 06:00:04 main:581] : INFO : Epoch 1703 | loss: 0.0299346 | val_loss: 0.0298935 | Time: 1458.38 ms [2021-10-07 06:00:06 main:581] : INFO : Epoch 1704 | loss: 0.0299367 | val_loss: 0.0298845 | Time: 1472.05 ms [2021-10-07 06:00:07 main:581] : INFO : Epoch 1705 | loss: 0.0299298 | val_loss: 0.0298812 | Time: 1464.86 ms [2021-10-07 06:00:08 main:581] : INFO : Epoch 1706 | loss: 0.0299271 | val_loss: 0.0298792 | Time: 1452.7 ms [2021-10-07 06:00:10 main:581] : INFO : Epoch 1707 | loss: 0.0299253 | val_loss: 0.0298783 | Time: 1437.87 ms [2021-10-07 06:00:11 main:581] : INFO : Epoch 1708 | loss: 0.0299254 | val_loss: 0.0298836 | Time: 1465.16 ms [2021-10-07 06:00:13 main:581] : INFO : Epoch 1709 | loss: 0.0299256 | val_loss: 0.0298778 | Time: 1454.82 ms [2021-10-07 06:00:14 main:581] : INFO : Epoch 1710 | loss: 0.0299232 | val_loss: 0.0298753 | Time: 1488.02 ms [2021-10-07 06:00:16 main:581] : INFO : Epoch 1711 | loss: 0.0299259 | val_loss: 0.0298915 | Time: 1449.22 ms [2021-10-07 06:00:17 main:581] : INFO : Epoch 1712 | loss: 0.0299278 | val_loss: 0.0298827 | Time: 1481.82 ms [2021-10-07 06:00:19 main:581] : INFO : Epoch 1713 | loss: 0.0299258 | val_loss: 0.0298834 | Time: 1474.02 ms [2021-10-07 06:00:20 main:581] : INFO : Epoch 1714 | loss: 0.0299247 | val_loss: 0.0298821 | Time: 1534.51 ms [2021-10-07 06:00:22 main:581] : INFO : Epoch 1715 | loss: 0.0299218 | val_loss: 0.0298774 | Time: 1446.41 ms [2021-10-07 06:00:23 main:581] : INFO : Epoch 1716 | loss: 0.0299206 | val_loss: 0.0298741 | Time: 1488.7 ms [2021-10-07 06:00:25 main:581] : INFO : Epoch 1717 | loss: 0.0299203 | val_loss: 0.0298693 | Time: 1508.84 ms [2021-10-07 06:00:26 main:581] : INFO : Epoch 1718 | loss: 0.0299218 | val_loss: 0.0298714 | Time: 1498.79 ms [2021-10-07 06:00:28 main:581] : INFO : Epoch 1719 | loss: 0.0299285 | val_loss: 0.0298776 | Time: 1470.45 ms [2021-10-07 06:00:29 main:581] : INFO : Epoch 1720 | loss: 0.029673 | val_loss: 0.0290952 | Time: 1432.38 ms [2021-10-07 06:00:31 main:581] : INFO : Epoch 1721 | loss: 0.0289383 | val_loss: 0.0281248 | Time: 1447.64 ms [2021-10-07 06:00:32 main:581] : INFO : Epoch 1722 | loss: 0.0279028 | val_loss: 0.0274131 | Time: 1458.29 ms [2021-10-07 06:00:33 main:581] : INFO : Epoch 1723 | loss: 0.0272987 | val_loss: 0.0268672 | Time: 1457.45 ms [2021-10-07 06:00:35 main:581] : INFO : Epoch 1724 | loss: 0.0269135 | val_loss: 0.0266907 | Time: 1467.67 ms [2021-10-07 06:00:36 main:581] : INFO : Epoch 1725 | loss: 0.0268049 | val_loss: 0.0267372 | Time: 1456.54 ms [2021-10-07 06:00:38 main:581] : INFO : Epoch 1726 | loss: 0.0244643 | val_loss: 0.0225582 | Time: 1455.1 ms [2021-10-07 06:00:39 main:581] : INFO : Epoch 1727 | loss: 0.0221358 | val_loss: 0.0215434 | Time: 1470.5 ms [2021-10-07 06:00:41 main:581] : INFO : Epoch 1728 | loss: 0.0215893 | val_loss: 0.0213033 | Time: 1460.35 ms [2021-10-07 06:00:42 main:581] : INFO : Epoch 1729 | loss: 0.0213114 | val_loss: 0.0210481 | Time: 1462.87 ms [2021-10-07 06:00:44 main:581] : INFO : Epoch 1730 | loss: 0.0211653 | val_loss: 0.0209758 | Time: 1479.13 ms [2021-10-07 06:00:45 main:581] : INFO : Epoch 1731 | loss: 0.0211085 | val_loss: 0.0209379 | Time: 1445.84 ms [2021-10-07 06:00:47 main:581] : INFO : Epoch 1732 | loss: 0.0210687 | val_loss: 0.0209083 | Time: 1439.05 ms [2021-10-07 06:00:48 main:581] : INFO : Epoch 1733 | loss: 0.0210352 | val_loss: 0.0208784 | Time: 1460.18 ms [2021-10-07 06:00:50 main:581] : INFO : Epoch 1734 | loss: 0.0210143 | val_loss: 0.0208603 | Time: 1492.45 ms [2021-10-07 06:00:51 main:581] : INFO : Epoch 1735 | loss: 0.020987 | val_loss: 0.0208223 | Time: 1465.26 ms [2021-10-07 06:00:52 main:581] : INFO : Epoch 1736 | loss: 0.0209628 | val_loss: 0.020805 | Time: 1460.51 ms [2021-10-07 06:00:54 main:581] : INFO : Epoch 1737 | loss: 0.0209383 | val_loss: 0.0207824 | Time: 1471.33 ms [2021-10-07 06:00:55 main:581] : INFO : Epoch 1738 | loss: 0.0209198 | val_loss: 0.0207841 | Time: 1452.19 ms [2021-10-07 06:00:57 main:581] : INFO : Epoch 1739 | loss: 0.0209106 | val_loss: 0.0207689 | Time: 1479.95 ms [2021-10-07 06:00:58 main:581] : INFO : Epoch 1740 | loss: 0.0208965 | val_loss: 0.020763 | Time: 1428.72 ms [2021-10-07 06:01:00 main:581] : INFO : Epoch 1741 | loss: 0.0208826 | val_loss: 0.0207432 | Time: 1483.49 ms [2021-10-07 06:01:01 main:581] : INFO : Epoch 1742 | loss: 0.0208721 | val_loss: 0.0207251 | Time: 1548.28 ms [2021-10-07 06:01:03 main:581] : INFO : Epoch 1743 | loss: 0.0208583 | val_loss: 0.0207175 | Time: 1467.21 ms [2021-10-07 06:01:04 main:581] : INFO : Epoch 1744 | loss: 0.0208514 | val_loss: 0.0207097 | Time: 1474.08 ms [2021-10-07 06:01:06 main:581] : INFO : Epoch 1745 | loss: 0.0208483 | val_loss: 0.0207181 | Time: 1459.38 ms [2021-10-07 06:01:07 main:581] : INFO : Epoch 1746 | loss: 0.0208514 | val_loss: 0.0206996 | Time: 1449.66 ms [2021-10-07 06:01:09 main:581] : INFO : Epoch 1747 | loss: 0.0208407 | val_loss: 0.0206914 | Time: 1476.82 ms [2021-10-07 06:01:10 main:581] : INFO : Epoch 1748 | loss: 0.0208248 | val_loss: 0.020687 | Time: 1455.29 ms [2021-10-07 06:01:12 main:581] : INFO : Epoch 1749 | loss: 0.0208218 | val_loss: 0.0206873 | Time: 1434.71 ms [2021-10-07 06:01:13 main:581] : INFO : Epoch 1750 | loss: 0.0208139 | val_loss: 0.0206815 | Time: 1441.59 ms [2021-10-07 06:01:14 main:581] : INFO : Epoch 1751 | loss: 0.0208167 | val_loss: 0.0206794 | Time: 1426.75 ms [2021-10-07 06:01:16 main:581] : INFO : Epoch 1752 | loss: 0.0208089 | val_loss: 0.0206693 | Time: 1428.54 ms [2021-10-07 06:01:17 main:581] : INFO : Epoch 1753 | loss: 0.0208013 | val_loss: 0.0206581 | Time: 1455.36 ms [2021-10-07 06:01:19 main:581] : INFO : Epoch 1754 | loss: 0.020798 | val_loss: 0.0206516 | Time: 1437.96 ms [2021-10-07 06:01:20 main:581] : INFO : Epoch 1755 | loss: 0.0207957 | val_loss: 0.0206523 | Time: 1465.77 ms [2021-10-07 06:01:22 main:581] : INFO : Epoch 1756 | loss: 0.0208035 | val_loss: 0.0206567 | Time: 1457.72 ms [2021-10-07 06:01:23 main:581] : INFO : Epoch 1757 | loss: 0.0207932 | val_loss: 0.0206389 | Time: 1443 ms [2021-10-07 06:01:25 main:581] : INFO : Epoch 1758 | loss: 0.0205542 | val_loss: 0.0200014 | Time: 1465.27 ms [2021-10-07 06:01:26 main:581] : INFO : Epoch 1759 | loss: 0.0197904 | val_loss: 0.0195109 | Time: 1459.46 ms [2021-10-07 06:01:28 main:581] : INFO : Epoch 1760 | loss: 0.0196119 | val_loss: 0.0194296 | Time: 1474.83 ms [2021-10-07 06:01:29 main:581] : INFO : Epoch 1761 | loss: 0.0195486 | val_loss: 0.0193852 | Time: 1524.8 ms [2021-10-07 06:01:31 main:581] : INFO : Epoch 1762 | loss: 0.0195129 | val_loss: 0.019355 | Time: 1512.01 ms [2021-10-07 06:01:32 main:581] : INFO : Epoch 1763 | loss: 0.019489 | val_loss: 0.0193383 | Time: 1444.61 ms [2021-10-07 06:01:33 main:581] : INFO : Epoch 1764 | loss: 0.0194788 | val_loss: 0.0193312 | Time: 1461.56 ms [2021-10-07 06:01:35 main:581] : INFO : Epoch 1765 | loss: 0.0194683 | val_loss: 0.019314 | Time: 1495.8 ms [2021-10-07 06:01:36 main:581] : INFO : Epoch 1766 | loss: 0.019437 | val_loss: 0.0192653 | Time: 1467.65 ms [2021-10-07 06:01:38 main:581] : INFO : Epoch 1767 | loss: 0.019409 | val_loss: 0.0192575 | Time: 1482.49 ms [2021-10-07 06:01:39 main:581] : INFO : Epoch 1768 | loss: 0.0194114 | val_loss: 0.0192471 | Time: 1462.87 ms [2021-10-07 06:01:41 main:581] : INFO : Epoch 1769 | loss: 0.0193923 | val_loss: 0.0192608 | Time: 1462.99 ms [2021-10-07 06:01:42 main:581] : INFO : Epoch 1770 | loss: 0.0193874 | val_loss: 0.0192273 | Time: 1459.22 ms [2021-10-07 06:01:44 main:581] : INFO : Epoch 1771 | loss: 0.0193629 | val_loss: 0.0192066 | Time: 1460.13 ms [2021-10-07 06:01:45 main:581] : INFO : Epoch 1772 | loss: 0.0193625 | val_loss: 0.0192326 | Time: 1465.48 ms [2021-10-07 06:01:47 main:581] : INFO : Epoch 1773 | loss: 0.0193576 | val_loss: 0.0192088 | Time: 1450.35 ms [2021-10-07 06:01:48 main:581] : INFO : Epoch 1774 | loss: 0.0193414 | val_loss: 0.019204 | Time: 1436.2 ms [2021-10-07 06:01:50 main:581] : INFO : Epoch 1775 | loss: 0.019367 | val_loss: 0.0192302 | Time: 1499.26 ms [2021-10-07 06:01:51 main:581] : INFO : Epoch 1776 | loss: 0.0193476 | val_loss: 0.0191861 | Time: 1464.45 ms [2021-10-07 06:01:53 main:581] : INFO : Epoch 1777 | loss: 0.01933 | val_loss: 0.0191894 | Time: 1456.58 ms [2021-10-07 06:01:54 main:581] : INFO : Epoch 1778 | loss: 0.0193389 | val_loss: 0.0192109 | Time: 1487 ms [2021-10-07 06:01:55 main:581] : INFO : Epoch 1779 | loss: 0.0193372 | val_loss: 0.0191884 | Time: 1485.5 ms [2021-10-07 06:01:57 main:581] : INFO : Epoch 1780 | loss: 0.0193296 | val_loss: 0.0191795 | Time: 1507.54 ms [2021-10-07 06:01:58 main:581] : INFO : Epoch 1781 | loss: 0.019312 | val_loss: 0.019167 | Time: 1491.91 ms [2021-10-07 06:02:00 main:581] : INFO : Epoch 1782 | loss: 0.0193254 | val_loss: 0.0191813 | Time: 1487.16 ms [2021-10-07 06:02:01 main:581] : INFO : Epoch 1783 | loss: 0.0193117 | val_loss: 0.0191649 | Time: 1498.85 ms [2021-10-07 06:02:03 main:581] : INFO : Epoch 1784 | loss: 0.0193464 | val_loss: 0.0192079 | Time: 1451.37 ms [2021-10-07 06:02:04 main:581] : INFO : Epoch 1785 | loss: 0.0193412 | val_loss: 0.0191595 | Time: 1451.46 ms [2021-10-07 06:02:06 main:581] : INFO : Epoch 1786 | loss: 0.0193084 | val_loss: 0.0191509 | Time: 1458.25 ms [2021-10-07 06:02:07 main:581] : INFO : Epoch 1787 | loss: 0.0193089 | val_loss: 0.0191635 | Time: 1468.8 ms [2021-10-07 06:02:09 main:581] : INFO : Epoch 1788 | loss: 0.0192963 | val_loss: 0.0191473 | Time: 1473.13 ms [2021-10-07 06:02:10 main:581] : INFO : Epoch 1789 | loss: 0.0192859 | val_loss: 0.0191435 | Time: 1482.73 ms [2021-10-07 06:02:12 main:581] : INFO : Epoch 1790 | loss: 0.019294 | val_loss: 0.019141 | Time: 1503.07 ms [2021-10-07 06:02:13 main:581] : INFO : Epoch 1791 | loss: 0.0192887 | val_loss: 0.0191336 | Time: 1464.94 ms [2021-10-07 06:02:15 main:581] : INFO : Epoch 1792 | loss: 0.0192892 | val_loss: 0.0191344 | Time: 1474.28 ms [2021-10-07 06:02:16 main:581] : INFO : Epoch 1793 | loss: 0.019276 | val_loss: 0.0191277 | Time: 1492.52 ms [2021-10-07 06:02:18 main:581] : INFO : Epoch 1794 | loss: 0.0192901 | val_loss: 0.0191325 | Time: 1481.37 ms [2021-10-07 06:02:19 main:581] : INFO : Epoch 1795 | loss: 0.0192774 | val_loss: 0.0191663 | Time: 1474.18 ms [2021-10-07 06:02:21 main:581] : INFO : Epoch 1796 | loss: 0.019284 | val_loss: 0.0191525 | Time: 1489.02 ms [2021-10-07 06:02:22 main:581] : INFO : Epoch 1797 | loss: 0.0192696 | val_loss: 0.0191162 | Time: 1482.24 ms [2021-10-07 06:02:24 main:581] : INFO : Epoch 1798 | loss: 0.0192629 | val_loss: 0.0191193 | Time: 1454.88 ms [2021-10-07 06:02:25 main:581] : INFO : Epoch 1799 | loss: 0.0192635 | val_loss: 0.0191259 | Time: 1473.93 ms [2021-10-07 06:02:27 main:581] : INFO : Epoch 1800 | loss: 0.0192709 | val_loss: 0.0191188 | Time: 1472.16 ms [2021-10-07 06:02:28 main:581] : INFO : Epoch 1801 | loss: 0.0192793 | val_loss: 0.019136 | Time: 1447.37 ms [2021-10-07 06:02:29 main:581] : INFO : Epoch 1802 | loss: 0.019264 | val_loss: 0.0191296 | Time: 1456.69 ms [2021-10-07 06:02:31 main:581] : INFO : Epoch 1803 | loss: 0.0192647 | val_loss: 0.0191021 | Time: 1465.45 ms [2021-10-07 06:02:32 main:581] : INFO : Epoch 1804 | loss: 0.0192499 | val_loss: 0.0191144 | Time: 1435.4 ms [2021-10-07 06:02:34 main:581] : INFO : Epoch 1805 | loss: 0.0192478 | val_loss: 0.0190956 | Time: 1454.41 ms [2021-10-07 06:02:35 main:581] : INFO : Epoch 1806 | loss: 0.0192474 | val_loss: 0.0191302 | Time: 1470.19 ms [2021-10-07 06:02:37 main:581] : INFO : Epoch 1807 | loss: 0.0192697 | val_loss: 0.0191144 | Time: 1449.95 ms [2021-10-07 06:02:38 main:581] : INFO : Epoch 1808 | loss: 0.0192543 | val_loss: 0.0190973 | Time: 1471.49 ms [2021-10-07 06:02:40 main:581] : INFO : Epoch 1809 | loss: 0.0192346 | val_loss: 0.0190862 | Time: 1457.06 ms [2021-10-07 06:02:41 main:581] : INFO : Epoch 1810 | loss: 0.0192368 | val_loss: 0.0190988 | Time: 1498.38 ms [2021-10-07 06:02:43 main:581] : INFO : Epoch 1811 | loss: 0.0192485 | val_loss: 0.0191526 | Time: 1466.69 ms [2021-10-07 06:02:44 main:581] : INFO : Epoch 1812 | loss: 0.0192531 | val_loss: 0.0190984 | Time: 1481.85 ms [2021-10-07 06:02:46 main:581] : INFO : Epoch 1813 | loss: 0.0192327 | val_loss: 0.0190828 | Time: 1485.01 ms [2021-10-07 06:02:47 main:581] : INFO : Epoch 1814 | loss: 0.0192254 | val_loss: 0.0190796 | Time: 1454.91 ms [2021-10-07 06:02:48 main:581] : INFO : Epoch 1815 | loss: 0.0192226 | val_loss: 0.0190802 | Time: 1453.35 ms [2021-10-07 06:02:50 main:581] : INFO : Epoch 1816 | loss: 0.0192273 | val_loss: 0.0190853 | Time: 1451.56 ms [2021-10-07 06:02:51 main:581] : INFO : Epoch 1817 | loss: 0.0192534 | val_loss: 0.0191739 | Time: 1489.18 ms [2021-10-07 06:02:53 main:581] : INFO : Epoch 1818 | loss: 0.019261 | val_loss: 0.0190911 | Time: 1471.15 ms [2021-10-07 06:02:54 main:581] : INFO : Epoch 1819 | loss: 0.0192239 | val_loss: 0.0190773 | Time: 1463.58 ms [2021-10-07 06:02:56 main:581] : INFO : Epoch 1820 | loss: 0.0192282 | val_loss: 0.0190969 | Time: 1462.79 ms [2021-10-07 06:02:57 main:581] : INFO : Epoch 1821 | loss: 0.0192264 | val_loss: 0.0190736 | Time: 1455.8 ms [2021-10-07 06:02:59 main:581] : INFO : Epoch 1822 | loss: 0.019216 | val_loss: 0.0190708 | Time: 1466.63 ms [2021-10-07 06:03:00 main:581] : INFO : Epoch 1823 | loss: 0.0192153 | val_loss: 0.0190697 | Time: 1469.53 ms [2021-10-07 06:03:02 main:581] : INFO : Epoch 1824 | loss: 0.0192116 | val_loss: 0.0190653 | Time: 1445.34 ms [2021-10-07 06:03:03 main:581] : INFO : Epoch 1825 | loss: 0.0192142 | val_loss: 0.0190702 | Time: 1483.3 ms [2021-10-07 06:03:05 main:581] : INFO : Epoch 1826 | loss: 0.0192709 | val_loss: 0.0191348 | Time: 1435.3 ms [2021-10-07 06:03:06 main:581] : INFO : Epoch 1827 | loss: 0.0192515 | val_loss: 0.0191072 | Time: 1461.15 ms [2021-10-07 06:03:08 main:581] : INFO : Epoch 1828 | loss: 0.0192273 | val_loss: 0.019098 | Time: 1465.82 ms [2021-10-07 06:03:09 main:581] : INFO : Epoch 1829 | loss: 0.0192179 | val_loss: 0.0190754 | Time: 1452.24 ms [2021-10-07 06:03:10 main:581] : INFO : Epoch 1830 | loss: 0.019214 | val_loss: 0.0190687 | Time: 1476.76 ms [2021-10-07 06:03:12 main:581] : INFO : Epoch 1831 | loss: 0.0192063 | val_loss: 0.0190661 | Time: 1469.84 ms [2021-10-07 06:03:13 main:581] : INFO : Epoch 1832 | loss: 0.0192055 | val_loss: 0.0190581 | Time: 1456.52 ms [2021-10-07 06:03:15 main:581] : INFO : Epoch 1833 | loss: 0.0192203 | val_loss: 0.0191516 | Time: 1456.44 ms [2021-10-07 06:03:16 main:581] : INFO : Epoch 1834 | loss: 0.0192499 | val_loss: 0.0191052 | Time: 1431.13 ms [2021-10-07 06:03:18 main:581] : INFO : Epoch 1835 | loss: 0.0192233 | val_loss: 0.0190626 | Time: 1459.88 ms [2021-10-07 06:03:19 main:581] : INFO : Epoch 1836 | loss: 0.0192129 | val_loss: 0.0190855 | Time: 1440.73 ms [2021-10-07 06:03:21 main:581] : INFO : Epoch 1837 | loss: 0.0192041 | val_loss: 0.0190628 | Time: 1467.3 ms [2021-10-07 06:03:22 main:581] : INFO : Epoch 1838 | loss: 0.0192001 | val_loss: 0.0190602 | Time: 1461.75 ms [2021-10-07 06:03:24 main:581] : INFO : Epoch 1839 | loss: 0.0192003 | val_loss: 0.0190571 | Time: 1440.61 ms [2021-10-07 06:03:25 main:581] : INFO : Epoch 1840 | loss: 0.0192006 | val_loss: 0.0190615 | Time: 1474.64 ms [2021-10-07 06:03:26 main:581] : INFO : Epoch 1841 | loss: 0.0192162 | val_loss: 0.0190588 | Time: 1469.92 ms [2021-10-07 06:03:28 main:581] : INFO : Epoch 1842 | loss: 0.0192043 | val_loss: 0.0190535 | Time: 1452.67 ms [2021-10-07 06:03:29 main:581] : INFO : Epoch 1843 | loss: 0.0191946 | val_loss: 0.0190581 | Time: 1448.09 ms [2021-10-07 06:03:31 main:581] : INFO : Epoch 1844 | loss: 0.0191975 | val_loss: 0.0190507 | Time: 1461.69 ms [2021-10-07 06:03:32 main:581] : INFO : Epoch 1845 | loss: 0.019194 | val_loss: 0.0190671 | Time: 1450.86 ms [2021-10-07 06:03:34 main:581] : INFO : Epoch 1846 | loss: 0.019226 | val_loss: 0.0191161 | Time: 1447.44 ms [2021-10-07 06:03:35 main:581] : INFO : Epoch 1847 | loss: 0.0192086 | val_loss: 0.0190537 | Time: 1441.12 ms [2021-10-07 06:03:37 main:581] : INFO : Epoch 1848 | loss: 0.0192011 | val_loss: 0.0190524 | Time: 1441.42 ms [2021-10-07 06:03:38 main:581] : INFO : Epoch 1849 | loss: 0.0191948 | val_loss: 0.019051 | Time: 1448.58 ms [2021-10-07 06:03:39 main:581] : INFO : Epoch 1850 | loss: 0.0192098 | val_loss: 0.0190756 | Time: 1438.01 ms [2021-10-07 06:03:41 main:581] : INFO : Epoch 1851 | loss: 0.019198 | val_loss: 0.0190449 | Time: 1438.51 ms [2021-10-07 06:03:42 main:581] : INFO : Epoch 1852 | loss: 0.0191891 | val_loss: 0.0190466 | Time: 1448.91 ms [2021-10-07 06:03:44 main:581] : INFO : Epoch 1853 | loss: 0.0191909 | val_loss: 0.0190504 | Time: 1458.13 ms [2021-10-07 06:03:45 main:581] : INFO : Epoch 1854 | loss: 0.0191915 | val_loss: 0.0190455 | Time: 1456.99 ms [2021-10-07 06:03:47 main:581] : INFO : Epoch 1855 | loss: 0.019196 | val_loss: 0.0190577 | Time: 1464.65 ms [2021-10-07 06:03:48 main:581] : INFO : Epoch 1856 | loss: 0.0191928 | val_loss: 0.0190502 | Time: 1452.72 ms [2021-10-07 06:03:50 main:581] : INFO : Epoch 1857 | loss: 0.0191934 | val_loss: 0.0191072 | Time: 1447.28 ms [2021-10-07 06:03:51 main:581] : INFO : Epoch 1858 | loss: 0.0192189 | val_loss: 0.0190649 | Time: 1468.64 ms [2021-10-07 06:03:53 main:581] : INFO : Epoch 1859 | loss: 0.0191977 | val_loss: 0.0190615 | Time: 1445.26 ms [2021-10-07 06:03:54 main:581] : INFO : Epoch 1860 | loss: 0.0192031 | val_loss: 0.019048 | Time: 1442.71 ms [2021-10-07 06:03:55 main:581] : INFO : Epoch 1861 | loss: 0.0191972 | val_loss: 0.0190525 | Time: 1452.94 ms [2021-10-07 06:03:57 main:581] : INFO : Epoch 1862 | loss: 0.0191904 | val_loss: 0.0190464 | Time: 1444.69 ms [2021-10-07 06:03:58 main:581] : INFO : Epoch 1863 | loss: 0.0191889 | val_loss: 0.0190558 | Time: 1453.05 ms [2021-10-07 06:04:00 main:581] : INFO : Epoch 1864 | loss: 0.0191891 | val_loss: 0.0190599 | Time: 1451.8 ms [2021-10-07 06:04:01 main:581] : INFO : Epoch 1865 | loss: 0.0191874 | val_loss: 0.0190435 | Time: 1473.41 ms [2021-10-07 06:04:03 main:581] : INFO : Epoch 1866 | loss: 0.0191846 | val_loss: 0.0190395 | Time: 1458.35 ms [2021-10-07 06:04:04 main:581] : INFO : Epoch 1867 | loss: 0.0192093 | val_loss: 0.0190426 | Time: 1436.46 ms [2021-10-07 06:04:06 main:581] : INFO : Epoch 1868 | loss: 0.0191948 | val_loss: 0.0190431 | Time: 1451.99 ms [2021-10-07 06:04:07 main:581] : INFO : Epoch 1869 | loss: 0.0191834 | val_loss: 0.0190419 | Time: 1464.2 ms [2021-10-07 06:04:09 main:581] : INFO : Epoch 1870 | loss: 0.0191833 | val_loss: 0.0190712 | Time: 1429.41 ms [2021-10-07 06:04:10 main:581] : INFO : Epoch 1871 | loss: 0.0192192 | val_loss: 0.0191096 | Time: 1464.44 ms [2021-10-07 06:04:11 main:581] : INFO : Epoch 1872 | loss: 0.0192108 | val_loss: 0.0190495 | Time: 1472.47 ms [2021-10-07 06:04:13 main:581] : INFO : Epoch 1873 | loss: 0.0191891 | val_loss: 0.0190531 | Time: 1443.29 ms [2021-10-07 06:04:14 main:581] : INFO : Epoch 1874 | loss: 0.0191842 | val_loss: 0.0190463 | Time: 1446.91 ms [2021-10-07 06:04:16 main:581] : INFO : Epoch 1875 | loss: 0.0191807 | val_loss: 0.0190365 | Time: 1443.61 ms [2021-10-07 06:04:17 main:581] : INFO : Epoch 1876 | loss: 0.0191797 | val_loss: 0.0190357 | Time: 1466.62 ms [2021-10-07 06:04:19 main:581] : INFO : Epoch 1877 | loss: 0.0191819 | val_loss: 0.019052 | Time: 1431.73 ms [2021-10-07 06:04:20 main:581] : INFO : Epoch 1878 | loss: 0.0191864 | val_loss: 0.0190757 | Time: 1476 ms [2021-10-07 06:04:22 main:581] : INFO : Epoch 1879 | loss: 0.0192054 | val_loss: 0.0190628 | Time: 1466.29 ms [2021-10-07 06:04:23 main:581] : INFO : Epoch 1880 | loss: 0.0191882 | val_loss: 0.019043 | Time: 1461.44 ms [2021-10-07 06:04:25 main:581] : INFO : Epoch 1881 | loss: 0.0191791 | val_loss: 0.0190331 | Time: 1464.66 ms [2021-10-07 06:04:26 main:581] : INFO : Epoch 1882 | loss: 0.0191731 | val_loss: 0.019027 | Time: 1457.67 ms [2021-10-07 06:04:28 main:581] : INFO : Epoch 1883 | loss: 0.0191703 | val_loss: 0.0190262 | Time: 1488.37 ms [2021-10-07 06:04:29 main:581] : INFO : Epoch 1884 | loss: 0.0191725 | val_loss: 0.0190329 | Time: 1459.85 ms [2021-10-07 06:04:30 main:581] : INFO : Epoch 1885 | loss: 0.019236 | val_loss: 0.0190981 | Time: 1453.92 ms [2021-10-07 06:04:32 main:581] : INFO : Epoch 1886 | loss: 0.0192045 | val_loss: 0.0190416 | Time: 1500.06 ms [2021-10-07 06:04:33 main:581] : INFO : Epoch 1887 | loss: 0.0191791 | val_loss: 0.0190351 | Time: 1458.51 ms [2021-10-07 06:04:35 main:581] : INFO : Epoch 1888 | loss: 0.0191791 | val_loss: 0.019031 | Time: 1456.5 ms [2021-10-07 06:04:36 main:581] : INFO : Epoch 1889 | loss: 0.0191738 | val_loss: 0.0190251 | Time: 1450.71 ms [2021-10-07 06:04:38 main:581] : INFO : Epoch 1890 | loss: 0.0191676 | val_loss: 0.0190275 | Time: 1468.01 ms [2021-10-07 06:04:39 main:581] : INFO : Epoch 1891 | loss: 0.0191703 | val_loss: 0.0190265 | Time: 1450.76 ms [2021-10-07 06:04:41 main:581] : INFO : Epoch 1892 | loss: 0.0191702 | val_loss: 0.0190227 | Time: 1445.01 ms [2021-10-07 06:04:42 main:581] : INFO : Epoch 1893 | loss: 0.0191706 | val_loss: 0.0190415 | Time: 1475.65 ms [2021-10-07 06:04:44 main:581] : INFO : Epoch 1894 | loss: 0.0192779 | val_loss: 0.0191591 | Time: 1472.43 ms [2021-10-07 06:04:45 main:581] : INFO : Epoch 1895 | loss: 0.0192657 | val_loss: 0.019124 | Time: 1459.88 ms [2021-10-07 06:04:47 main:581] : INFO : Epoch 1896 | loss: 0.0192033 | val_loss: 0.0190441 | Time: 1468.23 ms [2021-10-07 06:04:48 main:581] : INFO : Epoch 1897 | loss: 0.0191831 | val_loss: 0.0190257 | Time: 1459.69 ms [2021-10-07 06:04:49 main:581] : INFO : Epoch 1898 | loss: 0.0191714 | val_loss: 0.0190288 | Time: 1463.98 ms [2021-10-07 06:04:51 main:581] : INFO : Epoch 1899 | loss: 0.0191774 | val_loss: 0.0190404 | Time: 1453.01 ms [2021-10-07 06:04:52 main:581] : INFO : Epoch 1900 | loss: 0.0191881 | val_loss: 0.0190325 | Time: 1465.7 ms [2021-10-07 06:04:54 main:581] : INFO : Epoch 1901 | loss: 0.0191679 | val_loss: 0.0190283 | Time: 1471.05 ms [2021-10-07 06:04:55 main:581] : INFO : Epoch 1902 | loss: 0.0191802 | val_loss: 0.0190369 | Time: 1466.22 ms [2021-10-07 06:04:57 main:581] : INFO : Epoch 1903 | loss: 0.0191782 | val_loss: 0.0190268 | Time: 1458.81 ms [2021-10-07 06:04:58 main:581] : INFO : Epoch 1904 | loss: 0.0191701 | val_loss: 0.0190227 | Time: 1440.79 ms [2021-10-07 06:05:00 main:581] : INFO : Epoch 1905 | loss: 0.0191688 | val_loss: 0.0190287 | Time: 1480.06 ms [2021-10-07 06:05:01 main:581] : INFO : Epoch 1906 | loss: 0.0191865 | val_loss: 0.0190207 | Time: 1442.23 ms [2021-10-07 06:05:03 main:581] : INFO : Epoch 1907 | loss: 0.0191839 | val_loss: 0.019051 | Time: 1477.96 ms [2021-10-07 06:05:04 main:581] : INFO : Epoch 1908 | loss: 0.0191779 | val_loss: 0.0190217 | Time: 1454.61 ms [2021-10-07 06:05:06 main:581] : INFO : Epoch 1909 | loss: 0.0191645 | val_loss: 0.0190401 | Time: 1459.17 ms [2021-10-07 06:05:07 main:581] : INFO : Epoch 1910 | loss: 0.0191798 | val_loss: 0.0190247 | Time: 1471.06 ms [2021-10-07 06:05:08 main:581] : INFO : Epoch 1911 | loss: 0.0191653 | val_loss: 0.0190175 | Time: 1464.03 ms [2021-10-07 06:05:10 main:581] : INFO : Epoch 1912 | loss: 0.019161 | val_loss: 0.0190169 | Time: 1475.22 ms [2021-10-07 06:05:11 main:581] : INFO : Epoch 1913 | loss: 0.0191645 | val_loss: 0.0190173 | Time: 1473.53 ms [2021-10-07 06:05:13 main:581] : INFO : Epoch 1914 | loss: 0.0191682 | val_loss: 0.0190231 | Time: 1473.24 ms [2021-10-07 06:05:14 main:581] : INFO : Epoch 1915 | loss: 0.0191778 | val_loss: 0.019046 | Time: 1476.79 ms [2021-10-07 06:05:16 main:581] : INFO : Epoch 1916 | loss: 0.0191757 | val_loss: 0.0190243 | Time: 1457.68 ms [2021-10-07 06:05:17 main:581] : INFO : Epoch 1917 | loss: 0.0191734 | val_loss: 0.0190578 | Time: 1464.18 ms [2021-10-07 06:05:19 main:581] : INFO : Epoch 1918 | loss: 0.0191788 | val_loss: 0.0190172 | Time: 1455.31 ms [2021-10-07 06:05:20 main:581] : INFO : Epoch 1919 | loss: 0.0191609 | val_loss: 0.0190333 | Time: 1432.51 ms [2021-10-07 06:05:22 main:581] : INFO : Epoch 1920 | loss: 0.0191742 | val_loss: 0.0190246 | Time: 1455.77 ms [2021-10-07 06:05:23 main:581] : INFO : Epoch 1921 | loss: 0.0191605 | val_loss: 0.019012 | Time: 1442.61 ms [2021-10-07 06:05:25 main:581] : INFO : Epoch 1922 | loss: 0.0191553 | val_loss: 0.0190112 | Time: 1426.32 ms [2021-10-07 06:05:26 main:581] : INFO : Epoch 1923 | loss: 0.0191576 | val_loss: 0.019015 | Time: 1466.13 ms [2021-10-07 06:05:27 main:581] : INFO : Epoch 1924 | loss: 0.0191814 | val_loss: 0.0190474 | Time: 1454.54 ms [2021-10-07 06:05:29 main:581] : INFO : Epoch 1925 | loss: 0.0191731 | val_loss: 0.0190352 | Time: 1440.07 ms [2021-10-07 06:05:30 main:581] : INFO : Epoch 1926 | loss: 0.0191651 | val_loss: 0.0190132 | Time: 1457.49 ms [2021-10-07 06:05:32 main:581] : INFO : Epoch 1927 | loss: 0.0191629 | val_loss: 0.0190416 | Time: 1459.44 ms [2021-10-07 06:05:33 main:581] : INFO : Epoch 1928 | loss: 0.0191644 | val_loss: 0.019023 | Time: 1439.66 ms [2021-10-07 06:05:35 main:581] : INFO : Epoch 1929 | loss: 0.0191578 | val_loss: 0.0190229 | Time: 1458.49 ms [2021-10-07 06:05:36 main:581] : INFO : Epoch 1930 | loss: 0.0191612 | val_loss: 0.0190187 | Time: 1461.06 ms [2021-10-07 06:05:38 main:581] : INFO : Epoch 1931 | loss: 0.0191615 | val_loss: 0.0190129 | Time: 1443.03 ms [2021-10-07 06:05:39 main:581] : INFO : Epoch 1932 | loss: 0.0191599 | val_loss: 0.0190223 | Time: 1435 ms [2021-10-07 06:05:40 main:581] : INFO : Epoch 1933 | loss: 0.0191857 | val_loss: 0.0190199 | Time: 1461.29 ms [2021-10-07 06:05:42 main:581] : INFO : Epoch 1934 | loss: 0.0191701 | val_loss: 0.0190136 | Time: 1455.92 ms [2021-10-07 06:05:43 main:581] : INFO : Epoch 1935 | loss: 0.0191569 | val_loss: 0.0190069 | Time: 1481.42 ms [2021-10-07 06:05:45 main:581] : INFO : Epoch 1936 | loss: 0.0191514 | val_loss: 0.0190075 | Time: 1482.68 ms [2021-10-07 06:05:46 main:581] : INFO : Epoch 1937 | loss: 0.0191704 | val_loss: 0.0190174 | Time: 1473.43 ms [2021-10-07 06:05:48 main:581] : INFO : Epoch 1938 | loss: 0.0191642 | val_loss: 0.0190252 | Time: 1481.54 ms [2021-10-07 06:05:49 main:581] : INFO : Epoch 1939 | loss: 0.0191612 | val_loss: 0.0190279 | Time: 1479.34 ms [2021-10-07 06:05:51 main:581] : INFO : Epoch 1940 | loss: 0.019156 | val_loss: 0.019012 | Time: 1507.05 ms [2021-10-07 06:05:52 main:581] : INFO : Epoch 1941 | loss: 0.0191578 | val_loss: 0.0190293 | Time: 1465.68 ms [2021-10-07 06:05:54 main:581] : INFO : Epoch 1942 | loss: 0.0191769 | val_loss: 0.0190352 | Time: 1481.13 ms [2021-10-07 06:05:55 main:581] : INFO : Epoch 1943 | loss: 0.0191604 | val_loss: 0.0190061 | Time: 1459.31 ms [2021-10-07 06:05:57 main:581] : INFO : Epoch 1944 | loss: 0.0191573 | val_loss: 0.0190132 | Time: 1456.34 ms [2021-10-07 06:05:58 main:581] : INFO : Epoch 1945 | loss: 0.0191738 | val_loss: 0.0190598 | Time: 1492.69 ms [2021-10-07 06:06:00 main:581] : INFO : Epoch 1946 | loss: 0.019175 | val_loss: 0.0190154 | Time: 1476.72 ms [2021-10-07 06:06:01 main:581] : INFO : Epoch 1947 | loss: 0.0191575 | val_loss: 0.0190047 | Time: 1465.51 ms [2021-10-07 06:06:03 main:581] : INFO : Epoch 1948 | loss: 0.0191518 | val_loss: 0.0190134 | Time: 1496.03 ms [2021-10-07 06:06:04 main:581] : INFO : Epoch 1949 | loss: 0.0191508 | val_loss: 0.0190013 | Time: 1479.94 ms [2021-10-07 06:06:06 main:581] : INFO : Epoch 1950 | loss: 0.0191458 | val_loss: 0.019009 | Time: 1479.09 ms [2021-10-07 06:06:07 main:581] : INFO : Epoch 1951 | loss: 0.0191497 | val_loss: 0.0190162 | Time: 1501.04 ms [2021-10-07 06:06:09 main:581] : INFO : Epoch 1952 | loss: 0.0191546 | val_loss: 0.0190108 | Time: 1500.74 ms [2021-10-07 06:06:10 main:581] : INFO : Epoch 1953 | loss: 0.0191684 | val_loss: 0.0190127 | Time: 1478.34 ms [2021-10-07 06:06:12 main:581] : INFO : Epoch 1954 | loss: 0.0191503 | val_loss: 0.019004 | Time: 1491.19 ms [2021-10-07 06:06:13 main:581] : INFO : Epoch 1955 | loss: 0.0191477 | val_loss: 0.0190036 | Time: 1583.04 ms [2021-10-07 06:06:15 main:581] : INFO : Epoch 1956 | loss: 0.019153 | val_loss: 0.0190044 | Time: 1510.78 ms [2021-10-07 06:06:16 main:581] : INFO : Epoch 1957 | loss: 0.0191531 | val_loss: 0.0190079 | Time: 1475.35 ms [2021-10-07 06:06:18 main:581] : INFO : Epoch 1958 | loss: 0.0191602 | val_loss: 0.0190023 | Time: 1460.27 ms [2021-10-07 06:06:19 main:581] : INFO : Epoch 1959 | loss: 0.0191466 | val_loss: 0.0189978 | Time: 1450.85 ms [2021-10-07 06:06:21 main:581] : INFO : Epoch 1960 | loss: 0.019154 | val_loss: 0.0190218 | Time: 1458.54 ms [2021-10-07 06:06:22 main:581] : INFO : Epoch 1961 | loss: 0.019153 | val_loss: 0.019014 | Time: 1453.23 ms [2021-10-07 06:06:23 main:581] : INFO : Epoch 1962 | loss: 0.0191584 | val_loss: 0.0190107 | Time: 1459.04 ms [2021-10-07 06:06:25 main:581] : INFO : Epoch 1963 | loss: 0.0191536 | val_loss: 0.0190071 | Time: 1456.27 ms [2021-10-07 06:06:26 main:581] : INFO : Epoch 1964 | loss: 0.0191456 | val_loss: 0.0190025 | Time: 1454.09 ms [2021-10-07 06:06:28 main:581] : INFO : Epoch 1965 | loss: 0.0191481 | val_loss: 0.0190025 | Time: 1458.19 ms [2021-10-07 06:06:29 main:581] : INFO : Epoch 1966 | loss: 0.0191515 | val_loss: 0.0190371 | Time: 1484.41 ms [2021-10-07 06:06:31 main:581] : INFO : Epoch 1967 | loss: 0.0191614 | val_loss: 0.0190256 | Time: 1465.38 ms [2021-10-07 06:06:32 main:581] : INFO : Epoch 1968 | loss: 0.019164 | val_loss: 0.01904 | Time: 1455.3 ms [2021-10-07 06:06:34 main:581] : INFO : Epoch 1969 | loss: 0.0191616 | val_loss: 0.0190049 | Time: 1463.36 ms [2021-10-07 06:06:35 main:581] : INFO : Epoch 1970 | loss: 0.0191489 | val_loss: 0.0189999 | Time: 1499.27 ms [2021-10-07 06:06:37 main:581] : INFO : Epoch 1971 | loss: 0.019146 | val_loss: 0.0190023 | Time: 1484.66 ms [2021-10-07 06:06:38 main:581] : INFO : Epoch 1972 | loss: 0.019143 | val_loss: 0.0190085 | Time: 1457.02 ms [2021-10-07 06:06:40 main:581] : INFO : Epoch 1973 | loss: 0.0191472 | val_loss: 0.0189982 | Time: 1440.69 ms [2021-10-07 06:06:41 main:581] : INFO : Epoch 1974 | loss: 0.0191499 | val_loss: 0.0189926 | Time: 1438.24 ms [2021-10-07 06:06:42 main:581] : INFO : Epoch 1975 | loss: 0.0191451 | val_loss: 0.019004 | Time: 1455.64 ms [2021-10-07 06:06:44 main:581] : INFO : Epoch 1976 | loss: 0.0191448 | val_loss: 0.0189906 | Time: 1456.82 ms [2021-10-07 06:06:45 main:581] : INFO : Epoch 1977 | loss: 0.019137 | val_loss: 0.0189912 | Time: 1459.29 ms [2021-10-07 06:06:47 main:581] : INFO : Epoch 1978 | loss: 0.0191371 | val_loss: 0.0189995 | Time: 1475.7 ms [2021-10-07 06:06:48 main:581] : INFO : Epoch 1979 | loss: 0.0191495 | val_loss: 0.0191344 | Time: 1448.17 ms [2021-10-07 06:06:50 main:581] : INFO : Epoch 1980 | loss: 0.0192308 | val_loss: 0.0190553 | Time: 1477.76 ms [2021-10-07 06:06:51 main:581] : INFO : Epoch 1981 | loss: 0.0191764 | val_loss: 0.019016 | Time: 1484.56 ms [2021-10-07 06:06:53 main:581] : INFO : Epoch 1982 | loss: 0.0191493 | val_loss: 0.0189976 | Time: 1469.8 ms [2021-10-07 06:06:54 main:581] : INFO : Epoch 1983 | loss: 0.0191447 | val_loss: 0.0189961 | Time: 1470.23 ms [2021-10-07 06:06:56 main:581] : INFO : Epoch 1984 | loss: 0.0191376 | val_loss: 0.0189991 | Time: 1467.1 ms [2021-10-07 06:06:57 main:581] : INFO : Epoch 1985 | loss: 0.0191478 | val_loss: 0.0190088 | Time: 1463.85 ms [2021-10-07 06:06:59 main:581] : INFO : Epoch 1986 | loss: 0.019147 | val_loss: 0.0190004 | Time: 1462.32 ms [2021-10-07 06:07:00 main:581] : INFO : Epoch 1987 | loss: 0.0191397 | val_loss: 0.0189908 | Time: 1556.83 ms [2021-10-07 06:07:02 main:581] : INFO : Epoch 1988 | loss: 0.0191355 | val_loss: 0.0189918 | Time: 1541.98 ms [2021-10-07 06:07:03 main:581] : INFO : Epoch 1989 | loss: 0.0191363 | val_loss: 0.0189951 | Time: 1470.53 ms [2021-10-07 06:07:05 main:581] : INFO : Epoch 1990 | loss: 0.0191317 | val_loss: 0.018991 | Time: 1407.71 ms [2021-10-07 06:07:06 main:581] : INFO : Epoch 1991 | loss: 0.019141 | val_loss: 0.0189947 | Time: 1447.62 ms [2021-10-07 06:07:07 main:581] : INFO : Epoch 1992 | loss: 0.0191384 | val_loss: 0.018984 | Time: 1430.25 ms [2021-10-07 06:07:09 main:581] : INFO : Epoch 1993 | loss: 0.0191331 | val_loss: 0.019005 | Time: 1445.36 ms [2021-10-07 06:07:10 main:581] : INFO : Epoch 1994 | loss: 0.0191314 | val_loss: 0.0189893 | Time: 1469.71 ms [2021-10-07 06:07:12 main:581] : INFO : Epoch 1995 | loss: 0.0191303 | val_loss: 0.0189841 | Time: 1464.75 ms [2021-10-07 06:07:13 main:581] : INFO : Epoch 1996 | loss: 0.0191324 | val_loss: 0.0189906 | Time: 1475.43 ms [2021-10-07 06:07:15 main:581] : INFO : Epoch 1997 | loss: 0.0191412 | val_loss: 0.0190851 | Time: 1458.17 ms [2021-10-07 06:07:16 main:581] : INFO : Epoch 1998 | loss: 0.0192172 | val_loss: 0.0190294 | Time: 1480.27 ms [2021-10-07 06:07:18 main:581] : INFO : Epoch 1999 | loss: 0.0191703 | val_loss: 0.0190127 | Time: 1476.83 ms [2021-10-07 06:07:19 main:581] : INFO : Epoch 2000 | loss: 0.0191439 | val_loss: 0.0189935 | Time: 1457.06 ms [2021-10-07 06:07:21 main:581] : INFO : Epoch 2001 | loss: 0.0191329 | val_loss: 0.0189873 | Time: 1461.45 ms [2021-10-07 06:07:22 main:581] : INFO : Epoch 2002 | loss: 0.0191317 | val_loss: 0.0189851 | Time: 1460.71 ms [2021-10-07 06:07:24 main:581] : INFO : Epoch 2003 | loss: 0.0191286 | val_loss: 0.0189891 | Time: 1470.11 ms [2021-10-07 06:07:25 main:581] : INFO : Epoch 2004 | loss: 0.0191358 | val_loss: 0.0190007 | Time: 1497.93 ms [2021-10-07 06:07:27 main:581] : INFO : Epoch 2005 | loss: 0.019149 | val_loss: 0.0189929 | Time: 1476.91 ms [2021-10-07 06:07:28 main:581] : INFO : Epoch 2006 | loss: 0.0191312 | val_loss: 0.018989 | Time: 1463.46 ms [2021-10-07 06:07:29 main:581] : INFO : Epoch 2007 | loss: 0.0191298 | val_loss: 0.0189822 | Time: 1471.35 ms [2021-10-07 06:07:31 main:581] : INFO : Epoch 2008 | loss: 0.0191316 | val_loss: 0.0189868 | Time: 1454.83 ms [2021-10-07 06:07:32 main:581] : INFO : Epoch 2009 | loss: 0.019133 | val_loss: 0.0189869 | Time: 1456.93 ms [2021-10-07 06:07:34 main:581] : INFO : Epoch 2010 | loss: 0.0191346 | val_loss: 0.0189882 | Time: 1455.88 ms [2021-10-07 06:07:35 main:581] : INFO : Epoch 2011 | loss: 0.0191336 | val_loss: 0.0189898 | Time: 1464.68 ms [2021-10-07 06:07:37 main:581] : INFO : Epoch 2012 | loss: 0.0191329 | val_loss: 0.0189799 | Time: 1462.27 ms [2021-10-07 06:07:38 main:581] : INFO : Epoch 2013 | loss: 0.019131 | val_loss: 0.0189978 | Time: 1471.77 ms [2021-10-07 06:07:40 main:581] : INFO : Epoch 2014 | loss: 0.0191423 | val_loss: 0.0189854 | Time: 1452.66 ms [2021-10-07 06:07:41 main:581] : INFO : Epoch 2015 | loss: 0.0191301 | val_loss: 0.0189806 | Time: 1453.98 ms [2021-10-07 06:07:43 main:581] : INFO : Epoch 2016 | loss: 0.0191246 | val_loss: 0.0189788 | Time: 1448.13 ms [2021-10-07 06:07:44 main:581] : INFO : Epoch 2017 | loss: 0.0191402 | val_loss: 0.0190031 | Time: 1458.19 ms [2021-10-07 06:07:46 main:581] : INFO : Epoch 2018 | loss: 0.0191414 | val_loss: 0.0189827 | Time: 1456.38 ms [2021-10-07 06:07:47 main:581] : INFO : Epoch 2019 | loss: 0.0191315 | val_loss: 0.0189835 | Time: 1441.8 ms [2021-10-07 06:07:48 main:581] : INFO : Epoch 2020 | loss: 0.0191295 | val_loss: 0.018999 | Time: 1443.19 ms [2021-10-07 06:07:50 main:581] : INFO : Epoch 2021 | loss: 0.0191316 | val_loss: 0.0189847 | Time: 1467.38 ms [2021-10-07 06:07:51 main:581] : INFO : Epoch 2022 | loss: 0.0191253 | val_loss: 0.0189827 | Time: 1462.91 ms [2021-10-07 06:07:53 main:581] : INFO : Epoch 2023 | loss: 0.0191267 | val_loss: 0.0189842 | Time: 1467.95 ms [2021-10-07 06:07:54 main:581] : INFO : Epoch 2024 | loss: 0.019127 | val_loss: 0.0189851 | Time: 1455.44 ms [2021-10-07 06:07:56 main:581] : INFO : Epoch 2025 | loss: 0.019131 | val_loss: 0.0189937 | Time: 1449.59 ms [2021-10-07 06:07:57 main:581] : INFO : Epoch 2026 | loss: 0.0191391 | val_loss: 0.0189803 | Time: 1481.28 ms [2021-10-07 06:07:59 main:581] : INFO : Epoch 2027 | loss: 0.0191329 | val_loss: 0.018987 | Time: 1439.93 ms [2021-10-07 06:08:00 main:581] : INFO : Epoch 2028 | loss: 0.0191279 | val_loss: 0.0189792 | Time: 1497.07 ms [2021-10-07 06:08:02 main:581] : INFO : Epoch 2029 | loss: 0.0191268 | val_loss: 0.018979 | Time: 1459.45 ms [2021-10-07 06:08:03 main:581] : INFO : Epoch 2030 | loss: 0.0191262 | val_loss: 0.0189841 | Time: 1493.59 ms [2021-10-07 06:08:05 main:581] : INFO : Epoch 2031 | loss: 0.019132 | val_loss: 0.0190141 | Time: 1467.96 ms [2021-10-07 06:08:06 main:581] : INFO : Epoch 2032 | loss: 0.0191329 | val_loss: 0.0189862 | Time: 1459.88 ms [2021-10-07 06:08:07 main:581] : INFO : Epoch 2033 | loss: 0.0191245 | val_loss: 0.0189827 | Time: 1448.28 ms [2021-10-07 06:08:09 main:581] : INFO : Epoch 2034 | loss: 0.0191259 | val_loss: 0.0189987 | Time: 1459.55 ms [2021-10-07 06:08:10 main:581] : INFO : Epoch 2035 | loss: 0.0191312 | val_loss: 0.0189775 | Time: 1459.54 ms [2021-10-07 06:08:12 main:581] : INFO : Epoch 2036 | loss: 0.0191243 | val_loss: 0.0189767 | Time: 1460.26 ms [2021-10-07 06:08:13 main:581] : INFO : Epoch 2037 | loss: 0.0191241 | val_loss: 0.0189975 | Time: 1470.16 ms [2021-10-07 06:08:15 main:581] : INFO : Epoch 2038 | loss: 0.0191269 | val_loss: 0.0189787 | Time: 1443.64 ms [2021-10-07 06:08:16 main:581] : INFO : Epoch 2039 | loss: 0.0191251 | val_loss: 0.0189772 | Time: 1481.74 ms [2021-10-07 06:08:18 main:581] : INFO : Epoch 2040 | loss: 0.0191221 | val_loss: 0.0189768 | Time: 1448.06 ms [2021-10-07 06:08:19 main:581] : INFO : Epoch 2041 | loss: 0.019122 | val_loss: 0.0189782 | Time: 1483.11 ms [2021-10-07 06:08:21 main:581] : INFO : Epoch 2042 | loss: 0.0191226 | val_loss: 0.0189812 | Time: 1462.61 ms [2021-10-07 06:08:22 main:581] : INFO : Epoch 2043 | loss: 0.0191207 | val_loss: 0.0189759 | Time: 1441.45 ms [2021-10-07 06:08:24 main:581] : INFO : Epoch 2044 | loss: 0.0191576 | val_loss: 0.0190812 | Time: 1457.46 ms [2021-10-07 06:08:25 main:581] : INFO : Epoch 2045 | loss: 0.0214438 | val_loss: 0.024299 | Time: 1455.2 ms [2021-10-07 06:08:26 main:581] : INFO : Epoch 2046 | loss: 0.0268958 | val_loss: 0.0203016 | Time: 1468.08 ms [2021-10-07 06:08:28 main:581] : INFO : Epoch 2047 | loss: 0.0240305 | val_loss: 0.022105 | Time: 1463 ms [2021-10-07 06:08:29 main:581] : INFO : Epoch 2048 | loss: 0.0205546 | val_loss: 0.0195364 | Time: 1457.04 ms [2021-10-07 06:08:29 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0195364 [2021-10-07 06:08:29 main:610] : INFO : Saving end state to config to file [2021-10-07 06:08:29 main:615] : INFO : Success, exiting.. 06:08:29 (1150409): 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)