Task 7663447
| Name | ParityModified-1631729246-9554-3_0 |
| Workunit | 5313279 |
| Created | 28 Sep 2021, 2:07:55 UTC |
| Sent | 6 Oct 2021, 0:45:47 UTC |
| Report deadline | 13 Oct 2021, 0:45:47 UTC |
| Received | 6 Oct 2021, 15:00:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 36 sec |
| CPU time | 50 min 31 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> :581] : INFO : Epoch 1538 | loss: 0.0311495 | val_loss: 0.0311727 | Time: 1450.09 ms [2021-10-06 10:38:06 main:581] : INFO : Epoch 1539 | loss: 0.0311476 | val_loss: 0.0311724 | Time: 1464.76 ms [2021-10-06 10:38:08 main:581] : INFO : Epoch 1540 | loss: 0.031147 | val_loss: 0.0311715 | Time: 1457.94 ms [2021-10-06 10:38:09 main:581] : INFO : Epoch 1541 | loss: 0.0311474 | val_loss: 0.0311722 | Time: 1452.05 ms [2021-10-06 10:38:11 main:581] : INFO : Epoch 1542 | loss: 0.0311502 | val_loss: 0.031177 | Time: 1463.77 ms [2021-10-06 10:38:12 main:581] : INFO : Epoch 1543 | loss: 0.0311549 | val_loss: 0.0311759 | Time: 1470.82 ms [2021-10-06 10:38:14 main:581] : INFO : Epoch 1544 | loss: 0.0311539 | val_loss: 0.0311771 | Time: 1474.04 ms [2021-10-06 10:38:15 main:581] : INFO : Epoch 1545 | loss: 0.0311502 | val_loss: 0.0311781 | Time: 1471.58 ms [2021-10-06 10:38:17 main:581] : INFO : Epoch 1546 | loss: 0.0311495 | val_loss: 0.0311785 | Time: 1468.18 ms [2021-10-06 10:38:18 main:581] : INFO : Epoch 1547 | loss: 0.0311486 | val_loss: 0.0311796 | Time: 1477.9 ms [2021-10-06 10:38:20 main:581] : INFO : Epoch 1548 | loss: 0.0311474 | val_loss: 0.031178 | Time: 1463.04 ms [2021-10-06 10:38:21 main:581] : INFO : Epoch 1549 | loss: 0.0311484 | val_loss: 0.0311763 | Time: 1436.61 ms [2021-10-06 10:38:22 main:581] : INFO : Epoch 1550 | loss: 0.0311474 | val_loss: 0.0311778 | Time: 1442.98 ms [2021-10-06 10:38:24 main:581] : INFO : Epoch 1551 | loss: 0.031148 | val_loss: 0.0311743 | Time: 1462.44 ms [2021-10-06 10:38:25 main:581] : INFO : Epoch 1552 | loss: 0.0311468 | val_loss: 0.0311763 | Time: 1455.36 ms [2021-10-06 10:38:27 main:581] : INFO : Epoch 1553 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 1489.69 ms [2021-10-06 10:38:28 main:581] : INFO : Epoch 1554 | loss: 0.0311573 | val_loss: 0.0311738 | Time: 1443.6 ms [2021-10-06 10:38:30 main:581] : INFO : Epoch 1555 | loss: 0.0311564 | val_loss: 0.0311745 | Time: 1479.88 ms [2021-10-06 10:38:31 main:581] : INFO : Epoch 1556 | loss: 0.0311554 | val_loss: 0.0311733 | Time: 1470.44 ms [2021-10-06 10:38:33 main:581] : INFO : Epoch 1557 | loss: 0.0311526 | val_loss: 0.0311725 | Time: 1458.03 ms [2021-10-06 10:38:34 main:581] : INFO : Epoch 1558 | loss: 0.0311509 | val_loss: 0.0311725 | Time: 1469.05 ms [2021-10-06 10:38:36 main:581] : INFO : Epoch 1559 | loss: 0.0311505 | val_loss: 0.0311729 | Time: 1446.41 ms [2021-10-06 10:38:37 main:581] : INFO : Epoch 1560 | loss: 0.0311494 | val_loss: 0.0311731 | Time: 1465.59 ms [2021-10-06 10:38:39 main:581] : INFO : Epoch 1561 | loss: 0.0311502 | val_loss: 0.0311708 | Time: 1481.52 ms [2021-10-06 10:38:40 main:581] : INFO : Epoch 1562 | loss: 0.0311503 | val_loss: 0.0311719 | Time: 1458.71 ms [2021-10-06 10:38:42 main:581] : INFO : Epoch 1563 | loss: 0.0311506 | val_loss: 0.0311749 | Time: 1484.78 ms [2021-10-06 10:38:43 main:581] : INFO : Epoch 1564 | loss: 0.0311487 | val_loss: 0.031176 | Time: 1489.97 ms [2021-10-06 10:38:44 main:581] : INFO : Epoch 1565 | loss: 0.0311496 | val_loss: 0.0311711 | Time: 1492.36 ms [2021-10-06 10:38:46 main:581] : INFO : Epoch 1566 | loss: 0.0311483 | val_loss: 0.0311699 | Time: 1470.82 ms [2021-10-06 10:38:47 main:581] : INFO : Epoch 1567 | loss: 0.0311471 | val_loss: 0.0311708 | Time: 1475.8 ms [2021-10-06 10:38:49 main:581] : INFO : Epoch 1568 | loss: 0.0311465 | val_loss: 0.0311724 | Time: 1492.39 ms [2021-10-06 10:38:50 main:581] : INFO : Epoch 1569 | loss: 0.0311471 | val_loss: 0.0311714 | Time: 1443.53 ms [2021-10-06 10:38:52 main:581] : INFO : Epoch 1570 | loss: 0.031147 | val_loss: 0.0311711 | Time: 1489.89 ms [2021-10-06 10:38:53 main:581] : INFO : Epoch 1571 | loss: 0.0311455 | val_loss: 0.0311727 | Time: 1451.04 ms [2021-10-06 10:38:55 main:581] : INFO : Epoch 1572 | loss: 0.0311472 | val_loss: 0.0311715 | Time: 1435.08 ms [2021-10-06 10:38:56 main:581] : INFO : Epoch 1573 | loss: 0.031155 | val_loss: 0.0311837 | Time: 1482.45 ms [2021-10-06 10:38:58 main:581] : INFO : Epoch 1574 | loss: 0.0311696 | val_loss: 0.0311816 | Time: 1472.07 ms [2021-10-06 10:38:59 main:581] : INFO : Epoch 1575 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 1548.68 ms [2021-10-06 10:39:01 main:581] : INFO : Epoch 1576 | loss: 0.0311622 | val_loss: 0.0311763 | Time: 1450.4 ms [2021-10-06 10:39:02 main:581] : INFO : Epoch 1577 | loss: 0.0311597 | val_loss: 0.0311747 | Time: 1465.92 ms [2021-10-06 10:39:04 main:581] : INFO : Epoch 1578 | loss: 0.0311577 | val_loss: 0.0311705 | Time: 1443.85 ms [2021-10-06 10:39:05 main:581] : INFO : Epoch 1579 | loss: 0.0311546 | val_loss: 0.0311699 | Time: 1454.53 ms [2021-10-06 10:39:07 main:581] : INFO : Epoch 1580 | loss: 0.0311525 | val_loss: 0.0311726 | Time: 1472.43 ms [2021-10-06 10:39:08 main:581] : INFO : Epoch 1581 | loss: 0.031153 | val_loss: 0.0311766 | Time: 1467.13 ms [2021-10-06 10:39:09 main:581] : INFO : Epoch 1582 | loss: 0.0311531 | val_loss: 0.0311732 | Time: 1482.72 ms [2021-10-06 10:39:11 main:581] : INFO : Epoch 1583 | loss: 0.0311531 | val_loss: 0.0311741 | Time: 1458.11 ms [2021-10-06 10:39:12 main:581] : INFO : Epoch 1584 | loss: 0.0311525 | val_loss: 0.0311772 | Time: 1468.76 ms [2021-10-06 10:39:14 main:581] : INFO : Epoch 1585 | loss: 0.0311528 | val_loss: 0.0311734 | Time: 1492.66 ms [2021-10-06 10:39:15 main:581] : INFO : Epoch 1586 | loss: 0.0311502 | val_loss: 0.0311757 | Time: 1480.02 ms [2021-10-06 10:39:17 main:581] : INFO : Epoch 1587 | loss: 0.0311486 | val_loss: 0.0311732 | Time: 1479.28 ms [2021-10-06 10:39:18 main:581] : INFO : Epoch 1588 | loss: 0.0311482 | val_loss: 0.0311744 | Time: 1505.03 ms [2021-10-06 10:39:20 main:581] : INFO : Epoch 1589 | loss: 0.0311475 | val_loss: 0.0311745 | Time: 1482.26 ms [2021-10-06 10:39:21 main:581] : INFO : Epoch 1590 | loss: 0.0311473 | val_loss: 0.0311751 | Time: 1468.48 ms [2021-10-06 10:39:23 main:581] : INFO : Epoch 1591 | loss: 0.031149 | val_loss: 0.031176 | Time: 1483.04 ms [2021-10-06 10:39:24 main:581] : INFO : Epoch 1592 | loss: 0.0311489 | val_loss: 0.0311761 | Time: 1480.57 ms [2021-10-06 10:39:26 main:581] : INFO : Epoch 1593 | loss: 0.0311485 | val_loss: 0.0311775 | Time: 1499.73 ms [2021-10-06 10:39:27 main:581] : INFO : Epoch 1594 | loss: 0.0311502 | val_loss: 0.0311764 | Time: 1459.97 ms [2021-10-06 10:39:29 main:581] : INFO : Epoch 1595 | loss: 0.0311517 | val_loss: 0.0311763 | Time: 1456.28 ms [2021-10-06 10:39:30 main:581] : INFO : Epoch 1596 | loss: 0.0311502 | val_loss: 0.0311719 | Time: 1458.49 ms [2021-10-06 10:39:32 main:581] : INFO : Epoch 1597 | loss: 0.0311471 | val_loss: 0.0311752 | Time: 1474.7 ms [2021-10-06 10:39:33 main:581] : INFO : Epoch 1598 | loss: 0.0311471 | val_loss: 0.0311757 | Time: 1472.94 ms [2021-10-06 10:39:35 main:581] : INFO : Epoch 1599 | loss: 0.0311484 | val_loss: 0.0311721 | Time: 1478.22 ms [2021-10-06 10:39:36 main:581] : INFO : Epoch 1600 | loss: 0.0311482 | val_loss: 0.0311731 | Time: 1462.16 ms [2021-10-06 10:39:38 main:581] : INFO : Epoch 1601 | loss: 0.0311494 | val_loss: 0.0311743 | Time: 1487.41 ms [2021-10-06 10:39:39 main:581] : INFO : Epoch 1602 | loss: 0.0311521 | val_loss: 0.0311699 | Time: 1461.85 ms [2021-10-06 10:39:40 main:581] : INFO : Epoch 1603 | loss: 0.0311535 | val_loss: 0.031173 | Time: 1466.13 ms [2021-10-06 10:39:42 main:581] : INFO : Epoch 1604 | loss: 0.0311515 | val_loss: 0.0311737 | Time: 1469.73 ms [2021-10-06 10:39:43 main:581] : INFO : Epoch 1605 | loss: 0.0311493 | val_loss: 0.0311723 | Time: 1476.19 ms [2021-10-06 10:39:45 main:581] : INFO : Epoch 1606 | loss: 0.0311494 | val_loss: 0.0311744 | Time: 1489.42 ms [2021-10-06 10:39:46 main:581] : INFO : Epoch 1607 | loss: 0.0311478 | val_loss: 0.031174 | Time: 1489.59 ms [2021-10-06 10:39:48 main:581] : INFO : Epoch 1608 | loss: 0.031148 | val_loss: 0.0311745 | Time: 1472.46 ms [2021-10-06 10:39:49 main:581] : INFO : Epoch 1609 | loss: 0.0311477 | val_loss: 0.0311731 | Time: 1509.05 ms [2021-10-06 10:39:51 main:581] : INFO : Epoch 1610 | loss: 0.0311466 | val_loss: 0.0311737 | Time: 1509.55 ms [2021-10-06 10:39:52 main:581] : INFO : Epoch 1611 | loss: 0.0311476 | val_loss: 0.03118 | Time: 1464.7 ms [2021-10-06 10:39:54 main:581] : INFO : Epoch 1612 | loss: 0.0311497 | val_loss: 0.0311814 | Time: 1475.17 ms [2021-10-06 10:39:55 main:581] : INFO : Epoch 1613 | loss: 0.0311491 | val_loss: 0.0311818 | Time: 1463.26 ms [2021-10-06 10:39:57 main:581] : INFO : Epoch 1614 | loss: 0.0311487 | val_loss: 0.0311786 | Time: 1527.41 ms [2021-10-06 10:39:58 main:581] : INFO : Epoch 1615 | loss: 0.0311472 | val_loss: 0.031179 | Time: 1530.04 ms [2021-10-06 10:40:00 main:581] : INFO : Epoch 1616 | loss: 0.0311464 | val_loss: 0.031179 | Time: 1463.7 ms [2021-10-06 10:40:01 main:581] : INFO : Epoch 1617 | loss: 0.0311451 | val_loss: 0.0311767 | Time: 1416.94 ms [2021-10-06 10:40:03 main:581] : INFO : Epoch 1618 | loss: 0.0311454 | val_loss: 0.0311787 | Time: 1494.51 ms [2021-10-06 10:40:04 main:581] : INFO : Epoch 1619 | loss: 0.0311455 | val_loss: 0.0311755 | Time: 1459.14 ms [2021-10-06 10:40:06 main:581] : INFO : Epoch 1620 | loss: 0.0311492 | val_loss: 0.0311746 | Time: 1475.33 ms [2021-10-06 10:40:07 main:581] : INFO : Epoch 1621 | loss: 0.0311492 | val_loss: 0.0311729 | Time: 1473.67 ms [2021-10-06 10:40:09 main:581] : INFO : Epoch 1622 | loss: 0.0311471 | val_loss: 0.0311738 | Time: 1460.48 ms [2021-10-06 10:40:10 main:581] : INFO : Epoch 1623 | loss: 0.0311518 | val_loss: 0.0311732 | Time: 1480.87 ms [2021-10-06 10:40:12 main:581] : INFO : Epoch 1624 | loss: 0.0311502 | val_loss: 0.0311753 | Time: 1492.43 ms [2021-10-06 10:40:13 main:581] : INFO : Epoch 1625 | loss: 0.0311476 | val_loss: 0.0311753 | Time: 1485.51 ms [2021-10-06 10:40:15 main:581] : INFO : Epoch 1626 | loss: 0.0311475 | val_loss: 0.0311767 | Time: 1495.58 ms [2021-10-06 10:40:16 main:581] : INFO : Epoch 1627 | loss: 0.0311485 | val_loss: 0.0311743 | Time: 1501.19 ms [2021-10-06 10:40:18 main:581] : INFO : Epoch 1628 | loss: 0.0311474 | val_loss: 0.0311768 | Time: 1486.97 ms [2021-10-06 10:40:19 main:581] : INFO : Epoch 1629 | loss: 0.0311503 | val_loss: 0.0311802 | Time: 1463.56 ms [2021-10-06 10:40:20 main:581] : INFO : Epoch 1630 | loss: 0.0311519 | val_loss: 0.031179 | Time: 1455.42 ms [2021-10-06 10:40:22 main:581] : INFO : Epoch 1631 | loss: 0.031152 | val_loss: 0.0311769 | Time: 1465.63 ms [2021-10-06 10:40:23 main:581] : INFO : Epoch 1632 | loss: 0.0311499 | val_loss: 0.0311757 | Time: 1438.08 ms [2021-10-06 10:40:25 main:581] : INFO : Epoch 1633 | loss: 0.0311497 | val_loss: 0.031176 | Time: 1445.84 ms [2021-10-06 10:40:26 main:581] : INFO : Epoch 1634 | loss: 0.0311486 | val_loss: 0.0311781 | Time: 1471.78 ms [2021-10-06 10:40:28 main:581] : INFO : Epoch 1635 | loss: 0.0311472 | val_loss: 0.0311746 | Time: 1495.66 ms [2021-10-06 10:40:29 main:581] : INFO : Epoch 1636 | loss: 0.0311481 | val_loss: 0.0311761 | Time: 1483.72 ms [2021-10-06 10:40:31 main:581] : INFO : Epoch 1637 | loss: 0.0311471 | val_loss: 0.0311747 | Time: 1453.94 ms [2021-10-06 10:40:32 main:581] : INFO : Epoch 1638 | loss: 0.0311462 | val_loss: 0.0311736 | Time: 1467.89 ms [2021-10-06 10:40:34 main:581] : INFO : Epoch 1639 | loss: 0.0311449 | val_loss: 0.0311777 | Time: 1499.67 ms [2021-10-06 10:40:35 main:581] : INFO : Epoch 1640 | loss: 0.0311466 | val_loss: 0.031178 | Time: 1482.95 ms [2021-10-06 10:40:37 main:581] : INFO : Epoch 1641 | loss: 0.0311462 | val_loss: 0.0311779 | Time: 1494.9 ms [2021-10-06 10:40:38 main:581] : INFO : Epoch 1642 | loss: 0.0311486 | val_loss: 0.0311777 | Time: 1468.19 ms [2021-10-06 10:40:40 main:581] : INFO : Epoch 1643 | loss: 0.031147 | val_loss: 0.0311779 | Time: 1456.8 ms [2021-10-06 10:40:41 main:581] : INFO : Epoch 1644 | loss: 0.0311454 | val_loss: 0.0311819 | Time: 1436.98 ms [2021-10-06 10:40:42 main:581] : INFO : Epoch 1645 | loss: 0.0311512 | val_loss: 0.0311849 | Time: 1473.95 ms [2021-10-06 10:40:44 main:581] : INFO : Epoch 1646 | loss: 0.0311721 | val_loss: 0.0311799 | Time: 1467.19 ms [2021-10-06 10:40:45 main:581] : INFO : Epoch 1647 | loss: 0.0311713 | val_loss: 0.031175 | Time: 1479.54 ms [2021-10-06 10:40:47 main:581] : INFO : Epoch 1648 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 1446.28 ms [2021-10-06 10:40:48 main:581] : INFO : Epoch 1649 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 1454.54 ms [2021-10-06 10:40:50 main:581] : INFO : Epoch 1650 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 1454.02 ms [2021-10-06 10:40:51 main:581] : INFO : Epoch 1651 | loss: 0.0311651 | val_loss: 0.0311706 | Time: 1464.24 ms [2021-10-06 10:40:53 main:581] : INFO : Epoch 1652 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 1481.18 ms [2021-10-06 10:40:54 main:581] : INFO : Epoch 1653 | loss: 0.0311609 | val_loss: 0.031169 | Time: 1481.77 ms [2021-10-06 10:40:56 main:581] : INFO : Epoch 1654 | loss: 0.031161 | val_loss: 0.031173 | Time: 1466.47 ms [2021-10-06 10:40:57 main:581] : INFO : Epoch 1655 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 1464.61 ms [2021-10-06 10:40:59 main:581] : INFO : Epoch 1656 | loss: 0.0311584 | val_loss: 0.0311715 | Time: 1469.75 ms [2021-10-06 10:41:00 main:581] : INFO : Epoch 1657 | loss: 0.0311583 | val_loss: 0.0311729 | Time: 1475.73 ms [2021-10-06 10:41:02 main:581] : INFO : Epoch 1658 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 1448.59 ms [2021-10-06 10:41:03 main:581] : INFO : Epoch 1659 | loss: 0.0311602 | val_loss: 0.0311723 | Time: 1444.73 ms [2021-10-06 10:41:05 main:581] : INFO : Epoch 1660 | loss: 0.0311597 | val_loss: 0.0311759 | Time: 1531.75 ms [2021-10-06 10:41:06 main:581] : INFO : Epoch 1661 | loss: 0.0311582 | val_loss: 0.031173 | Time: 1484.06 ms [2021-10-06 10:41:07 main:581] : INFO : Epoch 1662 | loss: 0.0311568 | val_loss: 0.0311712 | Time: 1474.18 ms [2021-10-06 10:41:09 main:581] : INFO : Epoch 1663 | loss: 0.0311572 | val_loss: 0.0311702 | Time: 1496.09 ms [2021-10-06 10:41:10 main:581] : INFO : Epoch 1664 | loss: 0.0311559 | val_loss: 0.0311734 | Time: 1477.03 ms [2021-10-06 10:41:12 main:581] : INFO : Epoch 1665 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 1464.9 ms [2021-10-06 10:41:13 main:581] : INFO : Epoch 1666 | loss: 0.0311565 | val_loss: 0.0311712 | Time: 1454.74 ms [2021-10-06 10:41:15 main:581] : INFO : Epoch 1667 | loss: 0.0311568 | val_loss: 0.0311727 | Time: 1467.75 ms [2021-10-06 10:41:16 main:581] : INFO : Epoch 1668 | loss: 0.0311574 | val_loss: 0.0311729 | Time: 1455.92 ms [2021-10-06 10:41:18 main:581] : INFO : Epoch 1669 | loss: 0.0311556 | val_loss: 0.0311707 | Time: 1452.9 ms [2021-10-06 10:41:19 main:581] : INFO : Epoch 1670 | loss: 0.0311559 | val_loss: 0.0311752 | Time: 1485.05 ms [2021-10-06 10:41:21 main:581] : INFO : Epoch 1671 | loss: 0.0311601 | val_loss: 0.0311739 | Time: 1465.73 ms [2021-10-06 10:41:22 main:581] : INFO : Epoch 1672 | loss: 0.0311599 | val_loss: 0.0311716 | Time: 1473.1 ms [2021-10-06 10:41:24 main:581] : INFO : Epoch 1673 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 1440.11 ms [2021-10-06 10:41:25 main:581] : INFO : Epoch 1674 | loss: 0.0311563 | val_loss: 0.0311694 | Time: 1450.72 ms [2021-10-06 10:41:27 main:581] : INFO : Epoch 1675 | loss: 0.031156 | val_loss: 0.0311715 | Time: 1447.31 ms [2021-10-06 10:41:28 main:581] : INFO : Epoch 1676 | loss: 0.0311555 | val_loss: 0.0311689 | Time: 1541.55 ms [2021-10-06 10:41:30 main:581] : INFO : Epoch 1677 | loss: 0.0311552 | val_loss: 0.0311702 | Time: 1499.1 ms [2021-10-06 10:41:31 main:581] : INFO : Epoch 1678 | loss: 0.0311548 | val_loss: 0.031169 | Time: 1633.16 ms [2021-10-06 10:41:33 main:581] : INFO : Epoch 1679 | loss: 0.0311538 | val_loss: 0.0311659 | Time: 1488.82 ms [2021-10-06 10:41:34 main:581] : INFO : Epoch 1680 | loss: 0.0311541 | val_loss: 0.0311705 | Time: 1485.52 ms [2021-10-06 10:41:36 main:581] : INFO : Epoch 1681 | loss: 0.0311554 | val_loss: 0.0311688 | Time: 1477.7 ms [2021-10-06 10:41:37 main:581] : INFO : Epoch 1682 | loss: 0.0311517 | val_loss: 0.0311733 | Time: 1495.65 ms [2021-10-06 10:41:39 main:581] : INFO : Epoch 1683 | loss: 0.0311529 | val_loss: 0.0311715 | Time: 1456.13 ms [2021-10-06 10:41:40 main:581] : INFO : Epoch 1684 | loss: 0.0311532 | val_loss: 0.0311742 | Time: 1457.06 ms [2021-10-06 10:41:42 main:581] : INFO : Epoch 1685 | loss: 0.0311543 | val_loss: 0.0311715 | Time: 1487.51 ms [2021-10-06 10:41:43 main:581] : INFO : Epoch 1686 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 1455.92 ms [2021-10-06 10:41:44 main:581] : INFO : Epoch 1687 | loss: 0.0311516 | val_loss: 0.0311722 | Time: 1448.7 ms [2021-10-06 10:41:46 main:581] : INFO : Epoch 1688 | loss: 0.0311515 | val_loss: 0.0311724 | Time: 1473.57 ms [2021-10-06 10:41:47 main:581] : INFO : Epoch 1689 | loss: 0.0311493 | val_loss: 0.0311723 | Time: 1466.35 ms [2021-10-06 10:41:49 main:581] : INFO : Epoch 1690 | loss: 0.0311541 | val_loss: 0.0311739 | Time: 1481.33 ms [2021-10-06 10:41:50 main:581] : INFO : Epoch 1691 | loss: 0.0311575 | val_loss: 0.0311696 | Time: 1428.94 ms [2021-10-06 10:41:52 main:581] : INFO : Epoch 1692 | loss: 0.0311552 | val_loss: 0.0311739 | Time: 1460.63 ms [2021-10-06 10:41:53 main:581] : INFO : Epoch 1693 | loss: 0.0311567 | val_loss: 0.0311742 | Time: 1460.53 ms [2021-10-06 10:41:55 main:581] : INFO : Epoch 1694 | loss: 0.0311528 | val_loss: 0.0311702 | Time: 1461.87 ms [2021-10-06 10:41:56 main:581] : INFO : Epoch 1695 | loss: 0.0311516 | val_loss: 0.0311717 | Time: 1458.28 ms [2021-10-06 10:41:58 main:581] : INFO : Epoch 1696 | loss: 0.0311494 | val_loss: 0.0311684 | Time: 1471.35 ms [2021-10-06 10:41:59 main:581] : INFO : Epoch 1697 | loss: 0.0311499 | val_loss: 0.0311722 | Time: 1470.8 ms [2021-10-06 10:42:01 main:581] : INFO : Epoch 1698 | loss: 0.0311497 | val_loss: 0.0311704 | Time: 1465.93 ms [2021-10-06 10:42:02 main:581] : INFO : Epoch 1699 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 1472.43 ms [2021-10-06 10:42:03 main:581] : INFO : Epoch 1700 | loss: 0.0311481 | val_loss: 0.0311684 | Time: 1468.3 ms [2021-10-06 10:42:05 main:581] : INFO : Epoch 1701 | loss: 0.0311471 | val_loss: 0.0311693 | Time: 1451.56 ms [2021-10-06 10:42:06 main:581] : INFO : Epoch 1702 | loss: 0.0311473 | val_loss: 0.031169 | Time: 1471.63 ms [2021-10-06 10:42:08 main:581] : INFO : Epoch 1703 | loss: 0.0311486 | val_loss: 0.0311718 | Time: 1474.64 ms [2021-10-06 10:42:09 main:581] : INFO : Epoch 1704 | loss: 0.031148 | val_loss: 0.0311693 | Time: 1453.28 ms [2021-10-06 10:42:11 main:581] : INFO : Epoch 1705 | loss: 0.0311464 | val_loss: 0.0311696 | Time: 1459.55 ms [2021-10-06 10:42:12 main:581] : INFO : Epoch 1706 | loss: 0.0311465 | val_loss: 0.0311709 | Time: 1480.74 ms [2021-10-06 10:42:14 main:581] : INFO : Epoch 1707 | loss: 0.0311458 | val_loss: 0.0311694 | Time: 1484.3 ms [2021-10-06 10:42:15 main:581] : INFO : Epoch 1708 | loss: 0.0311468 | val_loss: 0.0311737 | Time: 1458.11 ms [2021-10-06 10:42:17 main:581] : INFO : Epoch 1709 | loss: 0.0311461 | val_loss: 0.0311711 | Time: 1455.79 ms [2021-10-06 10:42:18 main:581] : INFO : Epoch 1710 | loss: 0.0311464 | val_loss: 0.0311717 | Time: 1427.19 ms [2021-10-06 10:42:20 main:581] : INFO : Epoch 1711 | loss: 0.031146 | val_loss: 0.0311739 | Time: 1448.02 ms [2021-10-06 10:42:21 main:581] : INFO : Epoch 1712 | loss: 0.031148 | val_loss: 0.0311721 | Time: 1444.47 ms [2021-10-06 10:42:22 main:581] : INFO : Epoch 1713 | loss: 0.0311449 | val_loss: 0.0311688 | Time: 1470.67 ms [2021-10-06 10:42:24 main:581] : INFO : Epoch 1714 | loss: 0.0311439 | val_loss: 0.0311709 | Time: 1468.05 ms [2021-10-06 10:42:25 main:581] : INFO : Epoch 1715 | loss: 0.0311446 | val_loss: 0.031171 | Time: 1470.78 ms [2021-10-06 10:42:27 main:581] : INFO : Epoch 1716 | loss: 0.0311473 | val_loss: 0.0311682 | Time: 1486.91 ms [2021-10-06 10:42:28 main:581] : INFO : Epoch 1717 | loss: 0.031147 | val_loss: 0.0311724 | Time: 1488.36 ms [2021-10-06 10:42:30 main:581] : INFO : Epoch 1718 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 1460.56 ms [2021-10-06 10:42:31 main:581] : INFO : Epoch 1719 | loss: 0.0311466 | val_loss: 0.0311684 | Time: 1443.41 ms [2021-10-06 10:42:33 main:581] : INFO : Epoch 1720 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 1472.01 ms [2021-10-06 10:42:34 main:581] : INFO : Epoch 1721 | loss: 0.0311468 | val_loss: 0.0311721 | Time: 1492.7 ms [2021-10-06 10:42:36 main:581] : INFO : Epoch 1722 | loss: 0.031146 | val_loss: 0.0311703 | Time: 1465.14 ms [2021-10-06 10:42:37 main:581] : INFO : Epoch 1723 | loss: 0.0311437 | val_loss: 0.0311704 | Time: 1484.1 ms [2021-10-06 10:42:39 main:581] : INFO : Epoch 1724 | loss: 0.0311427 | val_loss: 0.0311708 | Time: 1464.31 ms [2021-10-06 10:42:40 main:581] : INFO : Epoch 1725 | loss: 0.0311431 | val_loss: 0.0311738 | Time: 1451.21 ms [2021-10-06 10:42:42 main:581] : INFO : Epoch 1726 | loss: 0.0311467 | val_loss: 0.0311746 | Time: 1463.03 ms [2021-10-06 10:42:43 main:581] : INFO : Epoch 1727 | loss: 0.0311481 | val_loss: 0.0311759 | Time: 1470.28 ms [2021-10-06 10:42:45 main:581] : INFO : Epoch 1728 | loss: 0.0311457 | val_loss: 0.0311689 | Time: 1538.43 ms [2021-10-06 10:42:46 main:581] : INFO : Epoch 1729 | loss: 0.0311476 | val_loss: 0.0311727 | Time: 1524.78 ms [2021-10-06 10:42:48 main:581] : INFO : Epoch 1730 | loss: 0.0311463 | val_loss: 0.0311749 | Time: 1546.78 ms [2021-10-06 10:42:49 main:581] : INFO : Epoch 1731 | loss: 0.0311442 | val_loss: 0.0311726 | Time: 1510.44 ms [2021-10-06 10:42:51 main:581] : INFO : Epoch 1732 | loss: 0.0311438 | val_loss: 0.0311738 | Time: 1465.72 ms [2021-10-06 10:42:52 main:581] : INFO : Epoch 1733 | loss: 0.0311439 | val_loss: 0.0311751 | Time: 1453.46 ms [2021-10-06 10:42:54 main:581] : INFO : Epoch 1734 | loss: 0.031145 | val_loss: 0.0311693 | Time: 1481.33 ms [2021-10-06 10:42:55 main:581] : INFO : Epoch 1735 | loss: 0.0311469 | val_loss: 0.0311696 | Time: 1469.92 ms [2021-10-06 10:42:57 main:581] : INFO : Epoch 1736 | loss: 0.0311471 | val_loss: 0.03117 | Time: 1456.17 ms [2021-10-06 10:42:58 main:581] : INFO : Epoch 1737 | loss: 0.0311464 | val_loss: 0.0311688 | Time: 1469.33 ms [2021-10-06 10:42:59 main:581] : INFO : Epoch 1738 | loss: 0.0311447 | val_loss: 0.0311711 | Time: 1474.47 ms [2021-10-06 10:43:01 main:581] : INFO : Epoch 1739 | loss: 0.031145 | val_loss: 0.0311708 | Time: 1459.15 ms [2021-10-06 10:43:02 main:581] : INFO : Epoch 1740 | loss: 0.0311454 | val_loss: 0.0311712 | Time: 1479.69 ms [2021-10-06 10:43:04 main:581] : INFO : Epoch 1741 | loss: 0.031144 | val_loss: 0.0311677 | Time: 1473.7 ms [2021-10-06 10:43:05 main:581] : INFO : Epoch 1742 | loss: 0.0311459 | val_loss: 0.0311732 | Time: 1607.91 ms [2021-10-06 10:43:07 main:581] : INFO : Epoch 1743 | loss: 0.0311525 | val_loss: 0.0311702 | Time: 1581.09 ms [2021-10-06 10:43:09 main:581] : INFO : Epoch 1744 | loss: 0.0311491 | val_loss: 0.0311731 | Time: 1519.37 ms [2021-10-06 10:43:10 main:581] : INFO : Epoch 1745 | loss: 0.0311498 | val_loss: 0.031171 | Time: 1494.51 ms [2021-10-06 10:43:12 main:581] : INFO : Epoch 1746 | loss: 0.0311506 | val_loss: 0.0311737 | Time: 1453.79 ms [2021-10-06 10:43:13 main:581] : INFO : Epoch 1747 | loss: 0.0311507 | val_loss: 0.0311734 | Time: 1474.42 ms [2021-10-06 10:43:14 main:581] : INFO : Epoch 1748 | loss: 0.0311489 | val_loss: 0.0311702 | Time: 1458.73 ms [2021-10-06 10:43:16 main:581] : INFO : Epoch 1749 | loss: 0.0311467 | val_loss: 0.0311697 | Time: 1477.64 ms [2021-10-06 10:43:17 main:581] : INFO : Epoch 1750 | loss: 0.031145 | val_loss: 0.0311725 | Time: 1447.03 ms [2021-10-06 10:43:19 main:581] : INFO : Epoch 1751 | loss: 0.0311479 | val_loss: 0.0311754 | Time: 1455.53 ms [2021-10-06 10:43:20 main:581] : INFO : Epoch 1752 | loss: 0.0311459 | val_loss: 0.031176 | Time: 1508.38 ms [2021-10-06 10:43:22 main:581] : INFO : Epoch 1753 | loss: 0.0311459 | val_loss: 0.0311725 | Time: 1500.08 ms [2021-10-06 10:43:23 main:581] : INFO : Epoch 1754 | loss: 0.0311485 | val_loss: 0.0311713 | Time: 1479.77 ms [2021-10-06 10:43:25 main:581] : INFO : Epoch 1755 | loss: 0.0311484 | val_loss: 0.0311696 | Time: 1470.03 ms [2021-10-06 10:43:26 main:581] : INFO : Epoch 1756 | loss: 0.0311474 | val_loss: 0.031171 | Time: 1531.64 ms [2021-10-06 10:43:28 main:581] : INFO : Epoch 1757 | loss: 0.0311466 | val_loss: 0.0311685 | Time: 1588.52 ms [2021-10-06 10:43:29 main:581] : INFO : Epoch 1758 | loss: 0.0311496 | val_loss: 0.0311682 | Time: 1551.94 ms [2021-10-06 10:43:31 main:581] : INFO : Epoch 1759 | loss: 0.0311507 | val_loss: 0.0311686 | Time: 1475.16 ms [2021-10-06 10:43:33 main:581] : INFO : Epoch 1760 | loss: 0.0311505 | val_loss: 0.031167 | Time: 1571.55 ms [2021-10-06 10:43:34 main:581] : INFO : Epoch 1761 | loss: 0.0311503 | val_loss: 0.0311665 | Time: 1487.84 ms [2021-10-06 10:43:35 main:581] : INFO : Epoch 1762 | loss: 0.0311506 | val_loss: 0.0311667 | Time: 1478.04 ms [2021-10-06 10:43:37 main:581] : INFO : Epoch 1763 | loss: 0.0311502 | val_loss: 0.0311666 | Time: 1457.77 ms [2021-10-06 10:43:38 main:581] : INFO : Epoch 1764 | loss: 0.0311483 | val_loss: 0.031168 | Time: 1487.45 ms [2021-10-06 10:43:40 main:581] : INFO : Epoch 1765 | loss: 0.0311486 | val_loss: 0.0311696 | Time: 1474.39 ms [2021-10-06 10:43:41 main:581] : INFO : Epoch 1766 | loss: 0.0311513 | val_loss: 0.0311734 | Time: 1440.15 ms [2021-10-06 10:43:43 main:581] : INFO : Epoch 1767 | loss: 0.0311488 | val_loss: 0.0311734 | Time: 1436.46 ms [2021-10-06 10:43:44 main:581] : INFO : Epoch 1768 | loss: 0.0311477 | val_loss: 0.031175 | Time: 1456.45 ms [2021-10-06 10:43:46 main:581] : INFO : Epoch 1769 | loss: 0.0311476 | val_loss: 0.0311699 | Time: 1527.35 ms [2021-10-06 10:43:47 main:581] : INFO : Epoch 1770 | loss: 0.0311568 | val_loss: 0.0311754 | Time: 1483.82 ms [2021-10-06 10:43:49 main:581] : INFO : Epoch 1771 | loss: 0.0311753 | val_loss: 0.0311868 | Time: 1468.94 ms [2021-10-06 10:43:50 main:581] : INFO : Epoch 1772 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 1478.97 ms [2021-10-06 10:43:52 main:581] : INFO : Epoch 1773 | loss: 0.0311696 | val_loss: 0.0311719 | Time: 1449.33 ms [2021-10-06 10:43:53 main:581] : INFO : Epoch 1774 | loss: 0.031167 | val_loss: 0.0311678 | Time: 1436.2 ms [2021-10-06 10:43:55 main:581] : INFO : Epoch 1775 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 1465.09 ms [2021-10-06 10:43:56 main:581] : INFO : Epoch 1776 | loss: 0.0311604 | val_loss: 0.0311666 | Time: 1461.26 ms [2021-10-06 10:43:57 main:581] : INFO : Epoch 1777 | loss: 0.0311599 | val_loss: 0.0311685 | Time: 1437.85 ms [2021-10-06 10:43:59 main:581] : INFO : Epoch 1778 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 1437.79 ms [2021-10-06 10:44:00 main:581] : INFO : Epoch 1779 | loss: 0.0311589 | val_loss: 0.0311707 | Time: 1463.02 ms [2021-10-06 10:44:02 main:581] : INFO : Epoch 1780 | loss: 0.0311578 | val_loss: 0.0311674 | Time: 1494.73 ms [2021-10-06 10:44:03 main:581] : INFO : Epoch 1781 | loss: 0.0311581 | val_loss: 0.031173 | Time: 1487.48 ms [2021-10-06 10:44:05 main:581] : INFO : Epoch 1782 | loss: 0.0311606 | val_loss: 0.0311714 | Time: 1513.24 ms [2021-10-06 10:44:06 main:581] : INFO : Epoch 1783 | loss: 0.031163 | val_loss: 0.0311687 | Time: 1494.81 ms [2021-10-06 10:44:08 main:581] : INFO : Epoch 1784 | loss: 0.0311604 | val_loss: 0.0311694 | Time: 1535.58 ms [2021-10-06 10:44:09 main:581] : INFO : Epoch 1785 | loss: 0.0311606 | val_loss: 0.0311748 | Time: 1474.12 ms [2021-10-06 10:44:11 main:581] : INFO : Epoch 1786 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 1513.43 ms [2021-10-06 10:44:12 main:581] : INFO : Epoch 1787 | loss: 0.0311632 | val_loss: 0.0311684 | Time: 1515.91 ms [2021-10-06 10:44:14 main:581] : INFO : Epoch 1788 | loss: 0.0311603 | val_loss: 0.0311674 | Time: 1511.47 ms [2021-10-06 10:44:15 main:581] : INFO : Epoch 1789 | loss: 0.0311592 | val_loss: 0.0311641 | Time: 1508.35 ms [2021-10-06 10:44:17 main:581] : INFO : Epoch 1790 | loss: 0.0311558 | val_loss: 0.0311651 | Time: 1490.82 ms [2021-10-06 10:44:18 main:581] : INFO : Epoch 1791 | loss: 0.031156 | val_loss: 0.0311619 | Time: 1448.59 ms [2021-10-06 10:44:20 main:581] : INFO : Epoch 1792 | loss: 0.031155 | val_loss: 0.0311623 | Time: 1433.25 ms [2021-10-06 10:44:21 main:581] : INFO : Epoch 1793 | loss: 0.0311568 | val_loss: 0.0311631 | Time: 1465.62 ms [2021-10-06 10:44:23 main:581] : INFO : Epoch 1794 | loss: 0.0311539 | val_loss: 0.0311629 | Time: 1465.26 ms [2021-10-06 10:44:24 main:581] : INFO : Epoch 1795 | loss: 0.0311536 | val_loss: 0.0311644 | Time: 1485.72 ms [2021-10-06 10:44:26 main:581] : INFO : Epoch 1796 | loss: 0.0311547 | val_loss: 0.0311653 | Time: 1506.94 ms [2021-10-06 10:44:27 main:581] : INFO : Epoch 1797 | loss: 0.0311561 | val_loss: 0.0311629 | Time: 1475.96 ms [2021-10-06 10:44:29 main:581] : INFO : Epoch 1798 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 1470.63 ms [2021-10-06 10:44:30 main:581] : INFO : Epoch 1799 | loss: 0.0311535 | val_loss: 0.0311635 | Time: 1475.85 ms [2021-10-06 10:44:32 main:581] : INFO : Epoch 1800 | loss: 0.031154 | val_loss: 0.0311674 | Time: 1452.99 ms [2021-10-06 10:44:33 main:581] : INFO : Epoch 1801 | loss: 0.0311526 | val_loss: 0.031164 | Time: 1465.73 ms [2021-10-06 10:44:35 main:581] : INFO : Epoch 1802 | loss: 0.0311531 | val_loss: 0.031171 | Time: 1472.25 ms [2021-10-06 10:44:36 main:581] : INFO : Epoch 1803 | loss: 0.0311515 | val_loss: 0.0311639 | Time: 1444.47 ms [2021-10-06 10:44:37 main:581] : INFO : Epoch 1804 | loss: 0.0311511 | val_loss: 0.0311676 | Time: 1499.26 ms [2021-10-06 10:44:39 main:581] : INFO : Epoch 1805 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 1473.06 ms [2021-10-06 10:44:40 main:581] : INFO : Epoch 1806 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 1454.92 ms [2021-10-06 10:44:42 main:581] : INFO : Epoch 1807 | loss: 0.0311487 | val_loss: 0.0311645 | Time: 1507.65 ms [2021-10-06 10:44:43 main:581] : INFO : Epoch 1808 | loss: 0.0311483 | val_loss: 0.0311661 | Time: 1450.08 ms [2021-10-06 10:44:45 main:581] : INFO : Epoch 1809 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 1466.68 ms [2021-10-06 10:44:46 main:581] : INFO : Epoch 1810 | loss: 0.0311489 | val_loss: 0.0311663 | Time: 1470.66 ms [2021-10-06 10:44:48 main:581] : INFO : Epoch 1811 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 1456.84 ms [2021-10-06 10:44:49 main:581] : INFO : Epoch 1812 | loss: 0.0311494 | val_loss: 0.0311626 | Time: 1447.78 ms [2021-10-06 10:44:51 main:581] : INFO : Epoch 1813 | loss: 0.0311495 | val_loss: 0.0311692 | Time: 1440.94 ms [2021-10-06 10:44:52 main:581] : INFO : Epoch 1814 | loss: 0.031149 | val_loss: 0.0311654 | Time: 1477.67 ms [2021-10-06 10:44:54 main:581] : INFO : Epoch 1815 | loss: 0.0311484 | val_loss: 0.0311686 | Time: 1494.21 ms [2021-10-06 10:44:55 main:581] : INFO : Epoch 1816 | loss: 0.0311505 | val_loss: 0.0311652 | Time: 1578.87 ms [2021-10-06 10:44:57 main:581] : INFO : Epoch 1817 | loss: 0.0311498 | val_loss: 0.0311663 | Time: 1571.49 ms [2021-10-06 10:44:58 main:581] : INFO : Epoch 1818 | loss: 0.0311498 | val_loss: 0.0311665 | Time: 1552.78 ms [2021-10-06 10:45:00 main:581] : INFO : Epoch 1819 | loss: 0.0311488 | val_loss: 0.0311672 | Time: 1511.37 ms [2021-10-06 10:45:01 main:581] : INFO : Epoch 1820 | loss: 0.0311472 | val_loss: 0.0311643 | Time: 1457.35 ms [2021-10-06 10:45:03 main:581] : INFO : Epoch 1821 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 1508.12 ms [2021-10-06 10:45:04 main:581] : INFO : Epoch 1822 | loss: 0.0311505 | val_loss: 0.0311693 | Time: 1632.91 ms [2021-10-06 10:45:06 main:581] : INFO : Epoch 1823 | loss: 0.0311507 | val_loss: 0.0311657 | Time: 1581.9 ms [2021-10-06 10:45:07 main:581] : INFO : Epoch 1824 | loss: 0.0311475 | val_loss: 0.0311656 | Time: 1461.04 ms [2021-10-06 10:45:09 main:581] : INFO : Epoch 1825 | loss: 0.0311469 | val_loss: 0.031165 | Time: 1485.03 ms [2021-10-06 10:45:10 main:581] : INFO : Epoch 1826 | loss: 0.0311461 | val_loss: 0.031166 | Time: 1484.99 ms [2021-10-06 10:45:12 main:581] : INFO : Epoch 1827 | loss: 0.0311492 | val_loss: 0.0311694 | Time: 1462.57 ms [2021-10-06 10:45:13 main:581] : INFO : Epoch 1828 | loss: 0.0311483 | val_loss: 0.0311699 | Time: 1493.24 ms [2021-10-06 10:45:15 main:581] : INFO : Epoch 1829 | loss: 0.0311484 | val_loss: 0.0311708 | Time: 1479.02 ms [2021-10-06 10:45:16 main:581] : INFO : Epoch 1830 | loss: 0.0311469 | val_loss: 0.031167 | Time: 1463.56 ms [2021-10-06 10:45:18 main:581] : INFO : Epoch 1831 | loss: 0.0311464 | val_loss: 0.031169 | Time: 1456.83 ms [2021-10-06 10:45:19 main:581] : INFO : Epoch 1832 | loss: 0.0311462 | val_loss: 0.0311648 | Time: 1467.79 ms [2021-10-06 10:45:21 main:581] : INFO : Epoch 1833 | loss: 0.0311486 | val_loss: 0.0311659 | Time: 1489.15 ms [2021-10-06 10:45:22 main:581] : INFO : Epoch 1834 | loss: 0.0311466 | val_loss: 0.0311664 | Time: 1439.56 ms [2021-10-06 10:45:24 main:581] : INFO : Epoch 1835 | loss: 0.031145 | val_loss: 0.0311658 | Time: 1485.01 ms [2021-10-06 10:45:25 main:581] : INFO : Epoch 1836 | loss: 0.0311442 | val_loss: 0.0311642 | Time: 1468.25 ms [2021-10-06 10:45:27 main:581] : INFO : Epoch 1837 | loss: 0.0311442 | val_loss: 0.0311639 | Time: 1471.01 ms [2021-10-06 10:45:28 main:581] : INFO : Epoch 1838 | loss: 0.0311446 | val_loss: 0.0311661 | Time: 1456.76 ms [2021-10-06 10:45:30 main:581] : INFO : Epoch 1839 | loss: 0.0311446 | val_loss: 0.0311642 | Time: 1499.98 ms [2021-10-06 10:45:31 main:581] : INFO : Epoch 1840 | loss: 0.0311454 | val_loss: 0.0311649 | Time: 1481.34 ms [2021-10-06 10:45:33 main:581] : INFO : Epoch 1841 | loss: 0.0311485 | val_loss: 0.031163 | Time: 1523.1 ms [2021-10-06 10:45:34 main:581] : INFO : Epoch 1842 | loss: 0.0311497 | val_loss: 0.0311647 | Time: 1494.63 ms [2021-10-06 10:45:36 main:581] : INFO : Epoch 1843 | loss: 0.0311488 | val_loss: 0.0311617 | Time: 1469.63 ms [2021-10-06 10:45:37 main:581] : INFO : Epoch 1844 | loss: 0.0311457 | val_loss: 0.0311654 | Time: 1498.55 ms [2021-10-06 10:45:39 main:581] : INFO : Epoch 1845 | loss: 0.0311491 | val_loss: 0.0311628 | Time: 1501.53 ms [2021-10-06 10:45:40 main:581] : INFO : Epoch 1846 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 1471.96 ms [2021-10-06 10:45:41 main:581] : INFO : Epoch 1847 | loss: 0.0311567 | val_loss: 0.0311666 | Time: 1471.14 ms [2021-10-06 10:45:43 main:581] : INFO : Epoch 1848 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 1453.13 ms [2021-10-06 10:45:44 main:581] : INFO : Epoch 1849 | loss: 0.031158 | val_loss: 0.0311686 | Time: 1518.34 ms [2021-10-06 10:45:46 main:581] : INFO : Epoch 1850 | loss: 0.0311554 | val_loss: 0.0311658 | Time: 1506.39 ms [2021-10-06 10:45:47 main:581] : INFO : Epoch 1851 | loss: 0.0311543 | val_loss: 0.0311666 | Time: 1471.87 ms [2021-10-06 10:45:49 main:581] : INFO : Epoch 1852 | loss: 0.0311521 | val_loss: 0.0311663 | Time: 1427.49 ms [2021-10-06 10:45:50 main:581] : INFO : Epoch 1853 | loss: 0.0311569 | val_loss: 0.0311686 | Time: 1443.81 ms [2021-10-06 10:45:52 main:581] : INFO : Epoch 1854 | loss: 0.0311687 | val_loss: 0.0311698 | Time: 1508.63 ms [2021-10-06 10:45:53 main:581] : INFO : Epoch 1855 | loss: 0.0311658 | val_loss: 0.0311698 | Time: 1467.2 ms [2021-10-06 10:45:55 main:581] : INFO : Epoch 1856 | loss: 0.0311686 | val_loss: 0.031171 | Time: 1440.82 ms [2021-10-06 10:45:56 main:581] : INFO : Epoch 1857 | loss: 0.031169 | val_loss: 0.0311746 | Time: 1475.25 ms [2021-10-06 10:45:58 main:581] : INFO : Epoch 1858 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 1473.97 ms [2021-10-06 10:45:59 main:581] : INFO : Epoch 1859 | loss: 0.031162 | val_loss: 0.0311686 | Time: 1458.26 ms [2021-10-06 10:46:01 main:581] : INFO : Epoch 1860 | loss: 0.0311603 | val_loss: 0.0311756 | Time: 1450.39 ms [2021-10-06 10:46:02 main:581] : INFO : Epoch 1861 | loss: 0.0311604 | val_loss: 0.0311705 | Time: 1439.7 ms [2021-10-06 10:46:03 main:581] : INFO : Epoch 1862 | loss: 0.03116 | val_loss: 0.0311712 | Time: 1452.89 ms [2021-10-06 10:46:05 main:581] : INFO : Epoch 1863 | loss: 0.031162 | val_loss: 0.0311682 | Time: 1450.94 ms [2021-10-06 10:46:06 main:581] : INFO : Epoch 1864 | loss: 0.0311596 | val_loss: 0.031168 | Time: 1465.26 ms [2021-10-06 10:46:08 main:581] : INFO : Epoch 1865 | loss: 0.0311599 | val_loss: 0.0311676 | Time: 1468.63 ms [2021-10-06 10:46:09 main:581] : INFO : Epoch 1866 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 1476.33 ms [2021-10-06 10:46:11 main:581] : INFO : Epoch 1867 | loss: 0.0311577 | val_loss: 0.031169 | Time: 1464.26 ms [2021-10-06 10:46:12 main:581] : INFO : Epoch 1868 | loss: 0.0311586 | val_loss: 0.0311712 | Time: 1457.3 ms [2021-10-06 10:46:14 main:581] : INFO : Epoch 1869 | loss: 0.0311592 | val_loss: 0.03117 | Time: 1483.44 ms [2021-10-06 10:46:15 main:581] : INFO : Epoch 1870 | loss: 0.0311559 | val_loss: 0.03117 | Time: 1492.64 ms [2021-10-06 10:46:17 main:581] : INFO : Epoch 1871 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 1492.32 ms [2021-10-06 10:46:18 main:581] : INFO : Epoch 1872 | loss: 0.0311551 | val_loss: 0.0311694 | Time: 1510.79 ms [2021-10-06 10:46:20 main:581] : INFO : Epoch 1873 | loss: 0.0311545 | val_loss: 0.031169 | Time: 1481.26 ms [2021-10-06 10:46:21 main:581] : INFO : Epoch 1874 | loss: 0.0311544 | val_loss: 0.0311707 | Time: 1452.28 ms [2021-10-06 10:46:23 main:581] : INFO : Epoch 1875 | loss: 0.0311547 | val_loss: 0.0311695 | Time: 1487.25 ms [2021-10-06 10:46:24 main:581] : INFO : Epoch 1876 | loss: 0.0311536 | val_loss: 0.0311686 | Time: 1476.16 ms [2021-10-06 10:46:26 main:581] : INFO : Epoch 1877 | loss: 0.0311546 | val_loss: 0.0311696 | Time: 1490.6 ms [2021-10-06 10:46:27 main:581] : INFO : Epoch 1878 | loss: 0.0311529 | val_loss: 0.0311674 | Time: 1483.02 ms [2021-10-06 10:46:29 main:581] : INFO : Epoch 1879 | loss: 0.0311535 | val_loss: 0.0311696 | Time: 1463.71 ms [2021-10-06 10:46:30 main:581] : INFO : Epoch 1880 | loss: 0.0311545 | val_loss: 0.0311688 | Time: 1434.19 ms [2021-10-06 10:46:31 main:581] : INFO : Epoch 1881 | loss: 0.0311531 | val_loss: 0.03117 | Time: 1443.15 ms [2021-10-06 10:46:33 main:581] : INFO : Epoch 1882 | loss: 0.0311516 | val_loss: 0.0311687 | Time: 1439.32 ms [2021-10-06 10:46:34 main:581] : INFO : Epoch 1883 | loss: 0.0311531 | val_loss: 0.0311702 | Time: 1437.2 ms [2021-10-06 10:46:36 main:581] : INFO : Epoch 1884 | loss: 0.0311546 | val_loss: 0.0311713 | Time: 1453.65 ms [2021-10-06 10:46:37 main:581] : INFO : Epoch 1885 | loss: 0.0311539 | val_loss: 0.0311693 | Time: 1460.27 ms [2021-10-06 10:46:39 main:581] : INFO : Epoch 1886 | loss: 0.0311529 | val_loss: 0.0311694 | Time: 1453.78 ms [2021-10-06 10:46:40 main:581] : INFO : Epoch 1887 | loss: 0.0311541 | val_loss: 0.0311739 | Time: 1469.67 ms [2021-10-06 10:46:42 main:581] : INFO : Epoch 1888 | loss: 0.0311539 | val_loss: 0.0311696 | Time: 1462.72 ms [2021-10-06 10:46:43 main:581] : INFO : Epoch 1889 | loss: 0.0311534 | val_loss: 0.0311696 | Time: 1463.17 ms [2021-10-06 10:46:45 main:581] : INFO : Epoch 1890 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 1445.74 ms [2021-10-06 10:46:46 main:581] : INFO : Epoch 1891 | loss: 0.0311519 | val_loss: 0.0311671 | Time: 1468.16 ms [2021-10-06 10:46:47 main:581] : INFO : Epoch 1892 | loss: 0.0311512 | val_loss: 0.0311689 | Time: 1459.01 ms [2021-10-06 10:46:49 main:581] : INFO : Epoch 1893 | loss: 0.0311517 | val_loss: 0.0311691 | Time: 1460.19 ms [2021-10-06 10:46:50 main:581] : INFO : Epoch 1894 | loss: 0.0311535 | val_loss: 0.0311699 | Time: 1459.7 ms [2021-10-06 10:46:52 main:581] : INFO : Epoch 1895 | loss: 0.0311508 | val_loss: 0.0311677 | Time: 1450.72 ms [2021-10-06 10:46:53 main:581] : INFO : Epoch 1896 | loss: 0.0311516 | val_loss: 0.031167 | Time: 1449.93 ms [2021-10-06 10:46:55 main:581] : INFO : Epoch 1897 | loss: 0.0311522 | val_loss: 0.0311703 | Time: 1448.55 ms [2021-10-06 10:46:56 main:581] : INFO : Epoch 1898 | loss: 0.0311516 | val_loss: 0.0311703 | Time: 1480.96 ms [2021-10-06 10:46:58 main:581] : INFO : Epoch 1899 | loss: 0.0311495 | val_loss: 0.0311666 | Time: 1448.84 ms [2021-10-06 10:46:59 main:581] : INFO : Epoch 1900 | loss: 0.0311498 | val_loss: 0.0311684 | Time: 1479.79 ms [2021-10-06 10:47:01 main:581] : INFO : Epoch 1901 | loss: 0.0311527 | val_loss: 0.0311681 | Time: 1469.43 ms [2021-10-06 10:47:02 main:581] : INFO : Epoch 1902 | loss: 0.031152 | val_loss: 0.0311652 | Time: 1489.97 ms [2021-10-06 10:47:04 main:581] : INFO : Epoch 1903 | loss: 0.03115 | val_loss: 0.0311696 | Time: 1496.63 ms [2021-10-06 10:47:05 main:581] : INFO : Epoch 1904 | loss: 0.0311515 | val_loss: 0.0311714 | Time: 1490.94 ms [2021-10-06 10:47:07 main:581] : INFO : Epoch 1905 | loss: 0.0311572 | val_loss: 0.0311687 | Time: 1466.45 ms [2021-10-06 10:47:08 main:581] : INFO : Epoch 1906 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 1498.38 ms [2021-10-06 10:47:10 main:581] : INFO : Epoch 1907 | loss: 0.0311594 | val_loss: 0.0311739 | Time: 1497.2 ms [2021-10-06 10:47:11 main:581] : INFO : Epoch 1908 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 1460.24 ms [2021-10-06 10:47:12 main:581] : INFO : Epoch 1909 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 1452.18 ms [2021-10-06 10:47:14 main:581] : INFO : Epoch 1910 | loss: 0.0311567 | val_loss: 0.0311679 | Time: 1438.82 ms [2021-10-06 10:47:15 main:581] : INFO : Epoch 1911 | loss: 0.0311581 | val_loss: 0.0311708 | Time: 1435.8 ms [2021-10-06 10:47:17 main:581] : INFO : Epoch 1912 | loss: 0.0311561 | val_loss: 0.0311681 | Time: 1448.5 ms [2021-10-06 10:47:18 main:581] : INFO : Epoch 1913 | loss: 0.0311567 | val_loss: 0.0311714 | Time: 1482.91 ms [2021-10-06 10:47:20 main:581] : INFO : Epoch 1914 | loss: 0.0311534 | val_loss: 0.0311712 | Time: 1438.76 ms [2021-10-06 10:47:21 main:581] : INFO : Epoch 1915 | loss: 0.0311544 | val_loss: 0.0311713 | Time: 1562.68 ms [2021-10-06 10:47:23 main:581] : INFO : Epoch 1916 | loss: 0.0311543 | val_loss: 0.0311714 | Time: 1488.54 ms [2021-10-06 10:47:24 main:581] : INFO : Epoch 1917 | loss: 0.0311561 | val_loss: 0.0311699 | Time: 1476.86 ms [2021-10-06 10:47:26 main:581] : INFO : Epoch 1918 | loss: 0.0311551 | val_loss: 0.0311718 | Time: 1489.54 ms [2021-10-06 10:47:27 main:581] : INFO : Epoch 1919 | loss: 0.0311558 | val_loss: 0.0311703 | Time: 1470.29 ms [2021-10-06 10:47:29 main:581] : INFO : Epoch 1920 | loss: 0.0311553 | val_loss: 0.0311722 | Time: 1519.39 ms [2021-10-06 10:47:30 main:581] : INFO : Epoch 1921 | loss: 0.0311529 | val_loss: 0.0311692 | Time: 1490.67 ms [2021-10-06 10:47:32 main:581] : INFO : Epoch 1922 | loss: 0.0311532 | val_loss: 0.0311685 | Time: 1465.57 ms [2021-10-06 10:47:33 main:581] : INFO : Epoch 1923 | loss: 0.0311541 | val_loss: 0.0311735 | Time: 1468.4 ms [2021-10-06 10:47:35 main:581] : INFO : Epoch 1924 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 1474.8 ms [2021-10-06 10:47:36 main:581] : INFO : Epoch 1925 | loss: 0.0311522 | val_loss: 0.0311709 | Time: 1468.51 ms [2021-10-06 10:47:38 main:581] : INFO : Epoch 1926 | loss: 0.031153 | val_loss: 0.0311706 | Time: 1486.5 ms [2021-10-06 10:47:39 main:581] : INFO : Epoch 1927 | loss: 0.0311509 | val_loss: 0.0311687 | Time: 1467.92 ms [2021-10-06 10:47:41 main:581] : INFO : Epoch 1928 | loss: 0.0311533 | val_loss: 0.031171 | Time: 1460.07 ms [2021-10-06 10:47:42 main:581] : INFO : Epoch 1929 | loss: 0.031151 | val_loss: 0.0311657 | Time: 1482.26 ms [2021-10-06 10:47:43 main:581] : INFO : Epoch 1930 | loss: 0.031152 | val_loss: 0.0311707 | Time: 1469.21 ms [2021-10-06 10:47:45 main:581] : INFO : Epoch 1931 | loss: 0.0311499 | val_loss: 0.0311705 | Time: 1475.91 ms [2021-10-06 10:47:46 main:581] : INFO : Epoch 1932 | loss: 0.0311478 | val_loss: 0.0311704 | Time: 1491.2 ms [2021-10-06 10:47:48 main:581] : INFO : Epoch 1933 | loss: 0.0311471 | val_loss: 0.031168 | Time: 1468.97 ms [2021-10-06 10:47:49 main:581] : INFO : Epoch 1934 | loss: 0.0311465 | val_loss: 0.0311694 | Time: 1469.23 ms [2021-10-06 10:47:51 main:581] : INFO : Epoch 1935 | loss: 0.0311461 | val_loss: 0.0311667 | Time: 1513.76 ms [2021-10-06 10:47:52 main:581] : INFO : Epoch 1936 | loss: 0.0311456 | val_loss: 0.0311688 | Time: 1517.48 ms [2021-10-06 10:47:54 main:581] : INFO : Epoch 1937 | loss: 0.0311468 | val_loss: 0.0311764 | Time: 1455.2 ms [2021-10-06 10:47:55 main:581] : INFO : Epoch 1938 | loss: 0.0311508 | val_loss: 0.0311687 | Time: 1453.9 ms [2021-10-06 10:47:57 main:581] : INFO : Epoch 1939 | loss: 0.0311489 | val_loss: 0.03117 | Time: 1452.01 ms [2021-10-06 10:47:58 main:581] : INFO : Epoch 1940 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 1466.4 ms [2021-10-06 10:48:00 main:581] : INFO : Epoch 1941 | loss: 0.0311474 | val_loss: 0.0311679 | Time: 1460.26 ms [2021-10-06 10:48:01 main:581] : INFO : Epoch 1942 | loss: 0.0311482 | val_loss: 0.0311688 | Time: 1461.29 ms [2021-10-06 10:48:03 main:581] : INFO : Epoch 1943 | loss: 0.0311485 | val_loss: 0.031169 | Time: 1468.49 ms [2021-10-06 10:48:04 main:581] : INFO : Epoch 1944 | loss: 0.0311499 | val_loss: 0.0311679 | Time: 1543.28 ms [2021-10-06 10:48:06 main:581] : INFO : Epoch 1945 | loss: 0.0311485 | val_loss: 0.0311712 | Time: 1508.91 ms [2021-10-06 10:48:07 main:581] : INFO : Epoch 1946 | loss: 0.0311486 | val_loss: 0.0311691 | Time: 1451.32 ms [2021-10-06 10:48:09 main:581] : INFO : Epoch 1947 | loss: 0.0311481 | val_loss: 0.0311695 | Time: 1481.27 ms [2021-10-06 10:48:10 main:581] : INFO : Epoch 1948 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 1464.56 ms [2021-10-06 10:48:12 main:581] : INFO : Epoch 1949 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 1456.95 ms [2021-10-06 10:48:13 main:581] : INFO : Epoch 1950 | loss: 0.0311476 | val_loss: 0.0311715 | Time: 1456.63 ms [2021-10-06 10:48:14 main:581] : INFO : Epoch 1951 | loss: 0.0311466 | val_loss: 0.031167 | Time: 1448.96 ms [2021-10-06 10:48:16 main:581] : INFO : Epoch 1952 | loss: 0.0311487 | val_loss: 0.031172 | Time: 1511.27 ms [2021-10-06 10:48:17 main:581] : INFO : Epoch 1953 | loss: 0.0311477 | val_loss: 0.0311692 | Time: 1461.89 ms [2021-10-06 10:48:19 main:581] : INFO : Epoch 1954 | loss: 0.0311471 | val_loss: 0.031169 | Time: 1438.14 ms [2021-10-06 10:48:20 main:581] : INFO : Epoch 1955 | loss: 0.0311452 | val_loss: 0.0311698 | Time: 1500.16 ms [2021-10-06 10:48:22 main:581] : INFO : Epoch 1956 | loss: 0.031145 | val_loss: 0.0311689 | Time: 1504.85 ms [2021-10-06 10:48:23 main:581] : INFO : Epoch 1957 | loss: 0.0311474 | val_loss: 0.0311704 | Time: 1478.21 ms [2021-10-06 10:48:25 main:581] : INFO : Epoch 1958 | loss: 0.0311473 | val_loss: 0.0311667 | Time: 1471.84 ms [2021-10-06 10:48:26 main:581] : INFO : Epoch 1959 | loss: 0.0311456 | val_loss: 0.0311755 | Time: 1466.02 ms [2021-10-06 10:48:28 main:581] : INFO : Epoch 1960 | loss: 0.0311447 | val_loss: 0.0311688 | Time: 1536.98 ms [2021-10-06 10:48:29 main:581] : INFO : Epoch 1961 | loss: 0.0311442 | val_loss: 0.0311695 | Time: 1459.08 ms [2021-10-06 10:48:31 main:581] : INFO : Epoch 1962 | loss: 0.0311448 | val_loss: 0.0311709 | Time: 1463.28 ms [2021-10-06 10:48:32 main:581] : INFO : Epoch 1963 | loss: 0.0311439 | val_loss: 0.0311694 | Time: 1476.52 ms [2021-10-06 10:48:34 main:581] : INFO : Epoch 1964 | loss: 0.0311485 | val_loss: 0.0311681 | Time: 1476.82 ms [2021-10-06 10:48:35 main:581] : INFO : Epoch 1965 | loss: 0.0311572 | val_loss: 0.0311752 | Time: 1489 ms [2021-10-06 10:48:37 main:581] : INFO : Epoch 1966 | loss: 0.031161 | val_loss: 0.0311671 | Time: 1449.43 ms [2021-10-06 10:48:38 main:581] : INFO : Epoch 1967 | loss: 0.0311583 | val_loss: 0.0311639 | Time: 1441.64 ms [2021-10-06 10:48:40 main:581] : INFO : Epoch 1968 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 1477.39 ms [2021-10-06 10:48:41 main:581] : INFO : Epoch 1969 | loss: 0.0311539 | val_loss: 0.0311662 | Time: 1465.55 ms [2021-10-06 10:48:42 main:581] : INFO : Epoch 1970 | loss: 0.0311524 | val_loss: 0.0311659 | Time: 1487.61 ms [2021-10-06 10:48:44 main:581] : INFO : Epoch 1971 | loss: 0.0311514 | val_loss: 0.0311693 | Time: 1463.36 ms [2021-10-06 10:48:45 main:581] : INFO : Epoch 1972 | loss: 0.0311513 | val_loss: 0.0311674 | Time: 1469.77 ms [2021-10-06 10:48:47 main:581] : INFO : Epoch 1973 | loss: 0.0311521 | val_loss: 0.0311709 | Time: 1644.96 ms [2021-10-06 10:48:49 main:581] : INFO : Epoch 1974 | loss: 0.0311523 | val_loss: 0.0311685 | Time: 1487.73 ms [2021-10-06 10:48:50 main:581] : INFO : Epoch 1975 | loss: 0.0311494 | val_loss: 0.0311658 | Time: 1474.55 ms [2021-10-06 10:48:52 main:581] : INFO : Epoch 1976 | loss: 0.0311484 | val_loss: 0.031168 | Time: 1478.51 ms [2021-10-06 10:48:53 main:581] : INFO : Epoch 1977 | loss: 0.0311486 | val_loss: 0.0311736 | Time: 1475.71 ms [2021-10-06 10:48:54 main:581] : INFO : Epoch 1978 | loss: 0.0312084 | val_loss: 0.0312425 | Time: 1474.92 ms [2021-10-06 10:48:56 main:581] : INFO : Epoch 1979 | loss: 0.0315025 | val_loss: 0.0317031 | Time: 1451.34 ms [2021-10-06 10:48:57 main:581] : INFO : Epoch 1980 | loss: 0.0314252 | val_loss: 0.0312864 | Time: 1443.73 ms [2021-10-06 10:48:59 main:581] : INFO : Epoch 1981 | loss: 0.0312583 | val_loss: 0.0312375 | Time: 1453.08 ms [2021-10-06 10:49:00 main:581] : INFO : Epoch 1982 | loss: 0.0312376 | val_loss: 0.0312328 | Time: 1480.05 ms [2021-10-06 10:49:02 main:581] : INFO : Epoch 1983 | loss: 0.0312341 | val_loss: 0.0312368 | Time: 1468.66 ms [2021-10-06 10:49:03 main:581] : INFO : Epoch 1984 | loss: 0.0312325 | val_loss: 0.0312302 | Time: 1454.9 ms [2021-10-06 10:49:05 main:581] : INFO : Epoch 1985 | loss: 0.0312321 | val_loss: 0.0312333 | Time: 1456.17 ms [2021-10-06 10:49:06 main:581] : INFO : Epoch 1986 | loss: 0.0312345 | val_loss: 0.0312393 | Time: 1489.98 ms [2021-10-06 10:49:08 main:581] : INFO : Epoch 1987 | loss: 0.0312341 | val_loss: 0.0312289 | Time: 1492.28 ms [2021-10-06 10:49:09 main:581] : INFO : Epoch 1988 | loss: 0.0312314 | val_loss: 0.0312283 | Time: 1465.72 ms [2021-10-06 10:49:11 main:581] : INFO : Epoch 1989 | loss: 0.0312291 | val_loss: 0.0312261 | Time: 1450.26 ms [2021-10-06 10:49:12 main:581] : INFO : Epoch 1990 | loss: 0.0312295 | val_loss: 0.0312291 | Time: 1455.98 ms [2021-10-06 10:49:14 main:581] : INFO : Epoch 1991 | loss: 0.031233 | val_loss: 0.0312425 | Time: 1486.09 ms [2021-10-06 10:49:15 main:581] : INFO : Epoch 1992 | loss: 0.0312364 | val_loss: 0.0312331 | Time: 1478.04 ms [2021-10-06 10:49:16 main:581] : INFO : Epoch 1993 | loss: 0.0312314 | val_loss: 0.0312282 | Time: 1457.37 ms [2021-10-06 10:49:18 main:581] : INFO : Epoch 1994 | loss: 0.0312272 | val_loss: 0.0312244 | Time: 1459.51 ms [2021-10-06 10:49:19 main:581] : INFO : Epoch 1995 | loss: 0.0312261 | val_loss: 0.0312272 | Time: 1459.06 ms [2021-10-06 10:49:21 main:581] : INFO : Epoch 1996 | loss: 0.0312263 | val_loss: 0.0312316 | Time: 1468.84 ms [2021-10-06 10:49:22 main:581] : INFO : Epoch 1997 | loss: 0.0312293 | val_loss: 0.0312286 | Time: 1468.72 ms [2021-10-06 10:49:24 main:581] : INFO : Epoch 1998 | loss: 0.0312289 | val_loss: 0.0312253 | Time: 1471.56 ms [2021-10-06 10:49:25 main:581] : INFO : Epoch 1999 | loss: 0.0312269 | val_loss: 0.0312248 | Time: 1458.99 ms [2021-10-06 10:49:27 main:581] : INFO : Epoch 2000 | loss: 0.0312261 | val_loss: 0.0312238 | Time: 1507.75 ms [2021-10-06 10:49:28 main:581] : INFO : Epoch 2001 | loss: 0.0312247 | val_loss: 0.0312225 | Time: 1475.34 ms [2021-10-06 10:49:30 main:581] : INFO : Epoch 2002 | loss: 0.0312252 | val_loss: 0.031226 | Time: 1490.9 ms [2021-10-06 10:49:31 main:581] : INFO : Epoch 2003 | loss: 0.0312265 | val_loss: 0.031227 | Time: 1474.21 ms [2021-10-06 10:49:33 main:581] : INFO : Epoch 2004 | loss: 0.0312249 | val_loss: 0.0312222 | Time: 1481.67 ms [2021-10-06 10:49:34 main:581] : INFO : Epoch 2005 | loss: 0.0312268 | val_loss: 0.0312225 | Time: 1479.08 ms [2021-10-06 10:49:36 main:581] : INFO : Epoch 2006 | loss: 0.0312278 | val_loss: 0.0312247 | Time: 1475.73 ms [2021-10-06 10:49:37 main:581] : INFO : Epoch 2007 | loss: 0.0312259 | val_loss: 0.0312224 | Time: 1448.54 ms [2021-10-06 10:49:39 main:581] : INFO : Epoch 2008 | loss: 0.031225 | val_loss: 0.0312242 | Time: 1502.17 ms [2021-10-06 10:49:40 main:581] : INFO : Epoch 2009 | loss: 0.0312248 | val_loss: 0.0312233 | Time: 1473.08 ms [2021-10-06 10:49:42 main:581] : INFO : Epoch 2010 | loss: 0.0312244 | val_loss: 0.0312217 | Time: 1544.95 ms [2021-10-06 10:49:43 main:581] : INFO : Epoch 2011 | loss: 0.0312248 | val_loss: 0.0312262 | Time: 1487.63 ms [2021-10-06 10:49:45 main:581] : INFO : Epoch 2012 | loss: 0.0312275 | val_loss: 0.03123 | Time: 1458.65 ms [2021-10-06 10:49:46 main:581] : INFO : Epoch 2013 | loss: 0.0312292 | val_loss: 0.0312243 | Time: 1434.37 ms [2021-10-06 10:49:47 main:581] : INFO : Epoch 2014 | loss: 0.0312251 | val_loss: 0.0312234 | Time: 1465.98 ms [2021-10-06 10:49:49 main:581] : INFO : Epoch 2015 | loss: 0.0312279 | val_loss: 0.0312248 | Time: 1424.79 ms [2021-10-06 10:49:50 main:581] : INFO : Epoch 2016 | loss: 0.0312253 | val_loss: 0.0312211 | Time: 1434.68 ms [2021-10-06 10:49:52 main:581] : INFO : Epoch 2017 | loss: 0.0312245 | val_loss: 0.0312225 | Time: 1478.12 ms [2021-10-06 10:49:53 main:581] : INFO : Epoch 2018 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 1477.21 ms [2021-10-06 10:49:55 main:581] : INFO : Epoch 2019 | loss: 0.0312244 | val_loss: 0.0312234 | Time: 1461.07 ms [2021-10-06 10:49:56 main:581] : INFO : Epoch 2020 | loss: 0.0312284 | val_loss: 0.0312246 | Time: 1470.08 ms [2021-10-06 10:49:58 main:581] : INFO : Epoch 2021 | loss: 0.0312258 | val_loss: 0.0312231 | Time: 1472.65 ms [2021-10-06 10:49:59 main:581] : INFO : Epoch 2022 | loss: 0.0312259 | val_loss: 0.0312422 | Time: 1478.05 ms [2021-10-06 10:50:01 main:581] : INFO : Epoch 2023 | loss: 0.03123 | val_loss: 0.031224 | Time: 1513.42 ms [2021-10-06 10:50:02 main:581] : INFO : Epoch 2024 | loss: 0.0312247 | val_loss: 0.0312268 | Time: 1467.03 ms [2021-10-06 10:50:04 main:581] : INFO : Epoch 2025 | loss: 0.0312261 | val_loss: 0.0312224 | Time: 1465.89 ms [2021-10-06 10:50:05 main:581] : INFO : Epoch 2026 | loss: 0.0312246 | val_loss: 0.0312222 | Time: 1481.18 ms [2021-10-06 10:50:07 main:581] : INFO : Epoch 2027 | loss: 0.0312241 | val_loss: 0.0312241 | Time: 1475.2 ms [2021-10-06 10:50:08 main:581] : INFO : Epoch 2028 | loss: 0.0312246 | val_loss: 0.0312249 | Time: 1477.07 ms [2021-10-06 10:50:09 main:581] : INFO : Epoch 2029 | loss: 0.0312248 | val_loss: 0.0312236 | Time: 1455.41 ms [2021-10-06 10:50:11 main:581] : INFO : Epoch 2030 | loss: 0.0312243 | val_loss: 0.0312256 | Time: 1452.4 ms [2021-10-06 10:50:12 main:581] : INFO : Epoch 2031 | loss: 0.0312237 | val_loss: 0.0312267 | Time: 1484.07 ms [2021-10-06 10:50:14 main:581] : INFO : Epoch 2032 | loss: 0.0312254 | val_loss: 0.0312224 | Time: 1469.84 ms [2021-10-06 10:50:15 main:581] : INFO : Epoch 2033 | loss: 0.031224 | val_loss: 0.0312228 | Time: 1468.78 ms [2021-10-06 10:50:17 main:581] : INFO : Epoch 2034 | loss: 0.0312236 | val_loss: 0.0312239 | Time: 1478.1 ms [2021-10-06 10:50:18 main:581] : INFO : Epoch 2035 | loss: 0.0312253 | val_loss: 0.0312222 | Time: 1488.93 ms [2021-10-06 10:50:20 main:581] : INFO : Epoch 2036 | loss: 0.0312238 | val_loss: 0.031222 | Time: 1479.2 ms [2021-10-06 10:50:21 main:581] : INFO : Epoch 2037 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 1489.52 ms [2021-10-06 10:50:23 main:581] : INFO : Epoch 2038 | loss: 0.0312245 | val_loss: 0.0312214 | Time: 1457.58 ms [2021-10-06 10:50:24 main:581] : INFO : Epoch 2039 | loss: 0.0312232 | val_loss: 0.0312216 | Time: 1467.42 ms [2021-10-06 10:50:26 main:581] : INFO : Epoch 2040 | loss: 0.0312246 | val_loss: 0.0312224 | Time: 1511.82 ms [2021-10-06 10:50:27 main:581] : INFO : Epoch 2041 | loss: 0.0312251 | val_loss: 0.0312231 | Time: 1446.39 ms [2021-10-06 10:50:29 main:581] : INFO : Epoch 2042 | loss: 0.0312247 | val_loss: 0.0312264 | Time: 1448.59 ms [2021-10-06 10:50:30 main:581] : INFO : Epoch 2043 | loss: 0.0312252 | val_loss: 0.0312241 | Time: 1562.45 ms [2021-10-06 10:50:32 main:581] : INFO : Epoch 2044 | loss: 0.0312252 | val_loss: 0.0312257 | Time: 1473.51 ms [2021-10-06 10:50:33 main:581] : INFO : Epoch 2045 | loss: 0.0312263 | val_loss: 0.0312244 | Time: 1436.02 ms [2021-10-06 10:50:35 main:581] : INFO : Epoch 2046 | loss: 0.0312244 | val_loss: 0.0312215 | Time: 1595.74 ms [2021-10-06 10:50:36 main:581] : INFO : Epoch 2047 | loss: 0.0312243 | val_loss: 0.0312214 | Time: 1487.21 ms [2021-10-06 10:50:38 main:581] : INFO : Epoch 2048 | loss: 0.0312242 | val_loss: 0.0312211 | Time: 1498.35 ms [2021-10-06 10:50:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312211 [2021-10-06 10:50:38 main:610] : INFO : Saving end state to config to file [2021-10-06 10:50:38 main:615] : INFO : Success, exiting.. 10:50:38 (2777426): 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)