Task 9159954
| Name | ParityModified-1636179767-32743-3-0_0 |
| Workunit | 6598816 |
| Created | 24 Nov 2021, 15:56:12 UTC |
| Sent | 2 Dec 2021, 8:49:58 UTC |
| Report deadline | 10 Dec 2021, 8:49:58 UTC |
| Received | 3 Dec 2021, 4:51:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 39 min 25 sec |
| CPU time | 1 hours 38 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.64 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -03 03:37:38 main:574] : INFO : Epoch 1542 | loss: 0.0315243 | val_loss: 0.0313202 | Time: 1510.94 ms [2021-12-03 03:37:40 main:574] : INFO : Epoch 1543 | loss: 0.0312413 | val_loss: 0.0312108 | Time: 1529.18 ms [2021-12-03 03:37:41 main:574] : INFO : Epoch 1544 | loss: 0.0312025 | val_loss: 0.0311932 | Time: 1501.9 ms [2021-12-03 03:37:43 main:574] : INFO : Epoch 1545 | loss: 0.0311874 | val_loss: 0.0311856 | Time: 1493.31 ms [2021-12-03 03:37:44 main:574] : INFO : Epoch 1546 | loss: 0.031183 | val_loss: 0.0311805 | Time: 1509.97 ms [2021-12-03 03:37:46 main:574] : INFO : Epoch 1547 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 1525.38 ms [2021-12-03 03:37:47 main:574] : INFO : Epoch 1548 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 1476.29 ms [2021-12-03 03:37:49 main:574] : INFO : Epoch 1549 | loss: 0.0311745 | val_loss: 0.0311741 | Time: 1483.96 ms [2021-12-03 03:37:50 main:574] : INFO : Epoch 1550 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 1483.77 ms [2021-12-03 03:37:52 main:574] : INFO : Epoch 1551 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 1484.79 ms [2021-12-03 03:37:53 main:574] : INFO : Epoch 1552 | loss: 0.031167 | val_loss: 0.0311744 | Time: 1488.8 ms [2021-12-03 03:37:55 main:574] : INFO : Epoch 1553 | loss: 0.0311649 | val_loss: 0.0311804 | Time: 1499.3 ms [2021-12-03 03:37:56 main:574] : INFO : Epoch 1554 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 1502.69 ms [2021-12-03 03:37:58 main:574] : INFO : Epoch 1555 | loss: 0.0311662 | val_loss: 0.0311769 | Time: 1491.89 ms [2021-12-03 03:37:59 main:574] : INFO : Epoch 1556 | loss: 0.0311639 | val_loss: 0.0311776 | Time: 1498.55 ms [2021-12-03 03:38:01 main:574] : INFO : Epoch 1557 | loss: 0.0311619 | val_loss: 0.0311759 | Time: 1525.5 ms [2021-12-03 03:38:03 main:574] : INFO : Epoch 1558 | loss: 0.0311612 | val_loss: 0.0311773 | Time: 1518.33 ms [2021-12-03 03:38:04 main:574] : INFO : Epoch 1559 | loss: 0.0311601 | val_loss: 0.0311766 | Time: 1501.41 ms [2021-12-03 03:38:06 main:574] : INFO : Epoch 1560 | loss: 0.0311581 | val_loss: 0.0311759 | Time: 1507.53 ms [2021-12-03 03:38:07 main:574] : INFO : Epoch 1561 | loss: 0.0311584 | val_loss: 0.0311749 | Time: 1523.52 ms [2021-12-03 03:38:09 main:574] : INFO : Epoch 1562 | loss: 0.0311574 | val_loss: 0.0311766 | Time: 1521.81 ms [2021-12-03 03:38:10 main:574] : INFO : Epoch 1563 | loss: 0.0311569 | val_loss: 0.0311763 | Time: 1491.01 ms [2021-12-03 03:38:12 main:574] : INFO : Epoch 1564 | loss: 0.0311575 | val_loss: 0.0311757 | Time: 1493.48 ms [2021-12-03 03:38:13 main:574] : INFO : Epoch 1565 | loss: 0.0311552 | val_loss: 0.0311743 | Time: 1512.75 ms [2021-12-03 03:38:15 main:574] : INFO : Epoch 1566 | loss: 0.0311553 | val_loss: 0.0311764 | Time: 1475.08 ms [2021-12-03 03:38:16 main:574] : INFO : Epoch 1567 | loss: 0.0311542 | val_loss: 0.0311748 | Time: 1479.34 ms [2021-12-03 03:38:18 main:574] : INFO : Epoch 1568 | loss: 0.0311534 | val_loss: 0.0311747 | Time: 1504.27 ms [2021-12-03 03:38:19 main:574] : INFO : Epoch 1569 | loss: 0.0311536 | val_loss: 0.0311758 | Time: 1544.73 ms [2021-12-03 03:38:21 main:574] : INFO : Epoch 1570 | loss: 0.0311543 | val_loss: 0.0311739 | Time: 1508.17 ms [2021-12-03 03:38:22 main:574] : INFO : Epoch 1571 | loss: 0.0311521 | val_loss: 0.0311735 | Time: 1511.02 ms [2021-12-03 03:38:24 main:574] : INFO : Epoch 1572 | loss: 0.0311524 | val_loss: 0.0311752 | Time: 1511.86 ms [2021-12-03 03:38:25 main:574] : INFO : Epoch 1573 | loss: 0.031154 | val_loss: 0.0311867 | Time: 1523.21 ms [2021-12-03 03:38:27 main:574] : INFO : Epoch 1574 | loss: 0.031155 | val_loss: 0.0311743 | Time: 1527.21 ms [2021-12-03 03:38:28 main:574] : INFO : Epoch 1575 | loss: 0.0311514 | val_loss: 0.0311752 | Time: 1500.59 ms [2021-12-03 03:38:30 main:574] : INFO : Epoch 1576 | loss: 0.0311506 | val_loss: 0.0311754 | Time: 1513.7 ms [2021-12-03 03:38:31 main:574] : INFO : Epoch 1577 | loss: 0.0311526 | val_loss: 0.0311819 | Time: 1490.16 ms [2021-12-03 03:38:33 main:574] : INFO : Epoch 1578 | loss: 0.0311511 | val_loss: 0.031177 | Time: 1512.99 ms [2021-12-03 03:38:34 main:574] : INFO : Epoch 1579 | loss: 0.0311525 | val_loss: 0.0311779 | Time: 1487.54 ms [2021-12-03 03:38:36 main:574] : INFO : Epoch 1580 | loss: 0.03115 | val_loss: 0.0311757 | Time: 1484 ms [2021-12-03 03:38:37 main:574] : INFO : Epoch 1581 | loss: 0.0311516 | val_loss: 0.0311762 | Time: 1511.78 ms [2021-12-03 03:38:39 main:574] : INFO : Epoch 1582 | loss: 0.0311537 | val_loss: 0.0311746 | Time: 1489.53 ms [2021-12-03 03:38:40 main:574] : INFO : Epoch 1583 | loss: 0.0311535 | val_loss: 0.0311751 | Time: 1512.85 ms [2021-12-03 03:38:42 main:574] : INFO : Epoch 1584 | loss: 0.031154 | val_loss: 0.0311763 | Time: 1505.7 ms [2021-12-03 03:38:43 main:574] : INFO : Epoch 1585 | loss: 0.0311523 | val_loss: 0.0311778 | Time: 1518.53 ms [2021-12-03 03:38:45 main:574] : INFO : Epoch 1586 | loss: 0.0311534 | val_loss: 0.0311771 | Time: 1500.97 ms [2021-12-03 03:38:46 main:574] : INFO : Epoch 1587 | loss: 0.0311576 | val_loss: 0.0311726 | Time: 1489.08 ms [2021-12-03 03:38:48 main:574] : INFO : Epoch 1588 | loss: 0.0311577 | val_loss: 0.0311757 | Time: 1509.73 ms [2021-12-03 03:38:49 main:574] : INFO : Epoch 1589 | loss: 0.0311607 | val_loss: 0.031176 | Time: 1492.35 ms [2021-12-03 03:38:51 main:574] : INFO : Epoch 1590 | loss: 0.031158 | val_loss: 0.0311758 | Time: 1485.12 ms [2021-12-03 03:38:52 main:574] : INFO : Epoch 1591 | loss: 0.0311551 | val_loss: 0.031176 | Time: 1478.87 ms [2021-12-03 03:38:54 main:574] : INFO : Epoch 1592 | loss: 0.031154 | val_loss: 0.0311773 | Time: 1490.81 ms [2021-12-03 03:38:55 main:574] : INFO : Epoch 1593 | loss: 0.0311531 | val_loss: 0.0311758 | Time: 1479.44 ms [2021-12-03 03:38:57 main:574] : INFO : Epoch 1594 | loss: 0.0311541 | val_loss: 0.0311809 | Time: 1489.82 ms [2021-12-03 03:38:58 main:574] : INFO : Epoch 1595 | loss: 0.031153 | val_loss: 0.0311758 | Time: 1500.97 ms [2021-12-03 03:39:00 main:574] : INFO : Epoch 1596 | loss: 0.0311518 | val_loss: 0.0311762 | Time: 1518.86 ms [2021-12-03 03:39:01 main:574] : INFO : Epoch 1597 | loss: 0.0311509 | val_loss: 0.0311758 | Time: 1480.58 ms [2021-12-03 03:39:03 main:574] : INFO : Epoch 1598 | loss: 0.031149 | val_loss: 0.0311754 | Time: 1517.38 ms [2021-12-03 03:39:04 main:574] : INFO : Epoch 1599 | loss: 0.0311489 | val_loss: 0.0311767 | Time: 1509.19 ms [2021-12-03 03:39:06 main:574] : INFO : Epoch 1600 | loss: 0.031152 | val_loss: 0.0311776 | Time: 1498.65 ms [2021-12-03 03:39:07 main:574] : INFO : Epoch 1601 | loss: 0.0311506 | val_loss: 0.031176 | Time: 1476.96 ms [2021-12-03 03:39:09 main:574] : INFO : Epoch 1602 | loss: 0.0311492 | val_loss: 0.0311749 | Time: 1518.76 ms [2021-12-03 03:39:10 main:574] : INFO : Epoch 1603 | loss: 0.0311493 | val_loss: 0.0311888 | Time: 1498.71 ms [2021-12-03 03:39:12 main:574] : INFO : Epoch 1604 | loss: 0.0311518 | val_loss: 0.0311754 | Time: 1503.32 ms [2021-12-03 03:39:13 main:574] : INFO : Epoch 1605 | loss: 0.0311514 | val_loss: 0.0311739 | Time: 1488.17 ms [2021-12-03 03:39:15 main:574] : INFO : Epoch 1606 | loss: 0.0311512 | val_loss: 0.0311757 | Time: 1484.66 ms [2021-12-03 03:39:16 main:574] : INFO : Epoch 1607 | loss: 0.03115 | val_loss: 0.031174 | Time: 1502.78 ms [2021-12-03 03:39:18 main:574] : INFO : Epoch 1608 | loss: 0.0311492 | val_loss: 0.0311745 | Time: 1517.16 ms [2021-12-03 03:39:19 main:574] : INFO : Epoch 1609 | loss: 0.0311487 | val_loss: 0.0311739 | Time: 1490.31 ms [2021-12-03 03:39:21 main:574] : INFO : Epoch 1610 | loss: 0.0311519 | val_loss: 0.0311765 | Time: 1500.32 ms [2021-12-03 03:39:22 main:574] : INFO : Epoch 1611 | loss: 0.0311552 | val_loss: 0.0311748 | Time: 1481.06 ms [2021-12-03 03:39:24 main:574] : INFO : Epoch 1612 | loss: 0.0311533 | val_loss: 0.0311735 | Time: 1519.33 ms [2021-12-03 03:39:25 main:574] : INFO : Epoch 1613 | loss: 0.0311515 | val_loss: 0.0311734 | Time: 1501.72 ms [2021-12-03 03:39:27 main:574] : INFO : Epoch 1614 | loss: 0.0311506 | val_loss: 0.0311734 | Time: 1520.28 ms [2021-12-03 03:39:29 main:574] : INFO : Epoch 1615 | loss: 0.0311526 | val_loss: 0.031175 | Time: 1502.9 ms [2021-12-03 03:39:30 main:574] : INFO : Epoch 1616 | loss: 0.0311558 | val_loss: 0.0311771 | Time: 1506.95 ms [2021-12-03 03:39:32 main:574] : INFO : Epoch 1617 | loss: 0.0311549 | val_loss: 0.031175 | Time: 1501.92 ms [2021-12-03 03:39:33 main:574] : INFO : Epoch 1618 | loss: 0.0311527 | val_loss: 0.0311756 | Time: 1510.8 ms [2021-12-03 03:39:35 main:574] : INFO : Epoch 1619 | loss: 0.0311526 | val_loss: 0.0311722 | Time: 1467.73 ms [2021-12-03 03:39:36 main:574] : INFO : Epoch 1620 | loss: 0.0311506 | val_loss: 0.0311722 | Time: 1505.31 ms [2021-12-03 03:39:38 main:574] : INFO : Epoch 1621 | loss: 0.0311498 | val_loss: 0.0311753 | Time: 1491.61 ms [2021-12-03 03:39:39 main:574] : INFO : Epoch 1622 | loss: 0.031153 | val_loss: 0.0311762 | Time: 1490.45 ms [2021-12-03 03:39:41 main:574] : INFO : Epoch 1623 | loss: 0.0311578 | val_loss: 0.0311743 | Time: 1494.17 ms [2021-12-03 03:39:42 main:574] : INFO : Epoch 1624 | loss: 0.0311555 | val_loss: 0.0311753 | Time: 1484.15 ms [2021-12-03 03:39:44 main:574] : INFO : Epoch 1625 | loss: 0.0311564 | val_loss: 0.031176 | Time: 1490.37 ms [2021-12-03 03:39:45 main:574] : INFO : Epoch 1626 | loss: 0.0311537 | val_loss: 0.0311763 | Time: 1500.75 ms [2021-12-03 03:39:47 main:574] : INFO : Epoch 1627 | loss: 0.031153 | val_loss: 0.0311752 | Time: 1492.29 ms [2021-12-03 03:39:48 main:574] : INFO : Epoch 1628 | loss: 0.0311525 | val_loss: 0.0311772 | Time: 1507.63 ms [2021-12-03 03:39:50 main:574] : INFO : Epoch 1629 | loss: 0.0311533 | val_loss: 0.0311735 | Time: 1501.7 ms [2021-12-03 03:39:51 main:574] : INFO : Epoch 1630 | loss: 0.0311523 | val_loss: 0.031174 | Time: 1493.8 ms [2021-12-03 03:39:53 main:574] : INFO : Epoch 1631 | loss: 0.0311511 | val_loss: 0.0311771 | Time: 1512.34 ms [2021-12-03 03:39:54 main:574] : INFO : Epoch 1632 | loss: 0.0311511 | val_loss: 0.0311741 | Time: 1520.82 ms [2021-12-03 03:39:56 main:574] : INFO : Epoch 1633 | loss: 0.0311522 | val_loss: 0.0311789 | Time: 1531.74 ms [2021-12-03 03:39:57 main:574] : INFO : Epoch 1634 | loss: 0.0311492 | val_loss: 0.0311784 | Time: 1455.57 ms [2021-12-03 03:39:59 main:574] : INFO : Epoch 1635 | loss: 0.0311489 | val_loss: 0.0311817 | Time: 1504.17 ms [2021-12-03 03:40:00 main:574] : INFO : Epoch 1636 | loss: 0.0311483 | val_loss: 0.0311775 | Time: 1461.09 ms [2021-12-03 03:40:02 main:574] : INFO : Epoch 1637 | loss: 0.0311462 | val_loss: 0.0311783 | Time: 1509.07 ms [2021-12-03 03:40:03 main:574] : INFO : Epoch 1638 | loss: 0.0311464 | val_loss: 0.0311801 | Time: 1502.27 ms [2021-12-03 03:40:05 main:574] : INFO : Epoch 1639 | loss: 0.0311478 | val_loss: 0.031176 | Time: 1477.84 ms [2021-12-03 03:40:06 main:574] : INFO : Epoch 1640 | loss: 0.0311454 | val_loss: 0.0311763 | Time: 1497.95 ms [2021-12-03 03:40:08 main:574] : INFO : Epoch 1641 | loss: 0.0311458 | val_loss: 0.031177 | Time: 1495.99 ms [2021-12-03 03:40:09 main:574] : INFO : Epoch 1642 | loss: 0.0311486 | val_loss: 0.0311718 | Time: 1530.52 ms [2021-12-03 03:40:11 main:574] : INFO : Epoch 1643 | loss: 0.0311511 | val_loss: 0.0311766 | Time: 1518.48 ms [2021-12-03 03:40:12 main:574] : INFO : Epoch 1644 | loss: 0.0311506 | val_loss: 0.0311748 | Time: 1495.36 ms [2021-12-03 03:40:14 main:574] : INFO : Epoch 1645 | loss: 0.0311496 | val_loss: 0.0311786 | Time: 1499.27 ms [2021-12-03 03:40:15 main:574] : INFO : Epoch 1646 | loss: 0.0311482 | val_loss: 0.0311784 | Time: 1507.72 ms [2021-12-03 03:40:17 main:574] : INFO : Epoch 1647 | loss: 0.0311455 | val_loss: 0.0311737 | Time: 1504.24 ms [2021-12-03 03:40:18 main:574] : INFO : Epoch 1648 | loss: 0.031145 | val_loss: 0.0311734 | Time: 1481.16 ms [2021-12-03 03:40:20 main:574] : INFO : Epoch 1649 | loss: 0.0311442 | val_loss: 0.0311741 | Time: 1461.43 ms [2021-12-03 03:40:21 main:574] : INFO : Epoch 1650 | loss: 0.0311444 | val_loss: 0.0311771 | Time: 1547.51 ms [2021-12-03 03:40:23 main:574] : INFO : Epoch 1651 | loss: 0.0311448 | val_loss: 0.0311755 | Time: 1456.5 ms [2021-12-03 03:40:24 main:574] : INFO : Epoch 1652 | loss: 0.0311453 | val_loss: 0.0311758 | Time: 1526.54 ms [2021-12-03 03:40:26 main:574] : INFO : Epoch 1653 | loss: 0.0311443 | val_loss: 0.0311787 | Time: 1468.37 ms [2021-12-03 03:40:27 main:574] : INFO : Epoch 1654 | loss: 0.031144 | val_loss: 0.0311762 | Time: 1544.87 ms [2021-12-03 03:40:29 main:574] : INFO : Epoch 1655 | loss: 0.0311443 | val_loss: 0.0311785 | Time: 1516.89 ms [2021-12-03 03:40:30 main:574] : INFO : Epoch 1656 | loss: 0.0311434 | val_loss: 0.03118 | Time: 1508.14 ms [2021-12-03 03:40:32 main:574] : INFO : Epoch 1657 | loss: 0.0311466 | val_loss: 0.0311797 | Time: 1522.16 ms [2021-12-03 03:40:33 main:574] : INFO : Epoch 1658 | loss: 0.0311523 | val_loss: 0.0311732 | Time: 1509.95 ms [2021-12-03 03:40:35 main:574] : INFO : Epoch 1659 | loss: 0.0311548 | val_loss: 0.0311756 | Time: 1502.38 ms [2021-12-03 03:40:36 main:574] : INFO : Epoch 1660 | loss: 0.0311541 | val_loss: 0.031174 | Time: 1512.79 ms [2021-12-03 03:40:38 main:574] : INFO : Epoch 1661 | loss: 0.031153 | val_loss: 0.0311746 | Time: 1487.79 ms [2021-12-03 03:40:39 main:574] : INFO : Epoch 1662 | loss: 0.0311528 | val_loss: 0.0311751 | Time: 1519.23 ms [2021-12-03 03:40:41 main:574] : INFO : Epoch 1663 | loss: 0.0311514 | val_loss: 0.0311747 | Time: 1511.61 ms [2021-12-03 03:40:42 main:574] : INFO : Epoch 1664 | loss: 0.0311486 | val_loss: 0.0311762 | Time: 1475.82 ms [2021-12-03 03:40:44 main:574] : INFO : Epoch 1665 | loss: 0.0311513 | val_loss: 0.0311751 | Time: 1494.89 ms [2021-12-03 03:40:45 main:574] : INFO : Epoch 1666 | loss: 0.0311495 | val_loss: 0.031173 | Time: 1499.14 ms [2021-12-03 03:40:47 main:574] : INFO : Epoch 1667 | loss: 0.0311491 | val_loss: 0.0311757 | Time: 1480.81 ms [2021-12-03 03:40:48 main:574] : INFO : Epoch 1668 | loss: 0.031147 | val_loss: 0.0311738 | Time: 1491.07 ms [2021-12-03 03:40:50 main:574] : INFO : Epoch 1669 | loss: 0.0311459 | val_loss: 0.0311721 | Time: 1518.2 ms [2021-12-03 03:40:51 main:574] : INFO : Epoch 1670 | loss: 0.0311483 | val_loss: 0.0311755 | Time: 1491.14 ms [2021-12-03 03:40:53 main:574] : INFO : Epoch 1671 | loss: 0.0311474 | val_loss: 0.0311741 | Time: 1497.25 ms [2021-12-03 03:40:54 main:574] : INFO : Epoch 1672 | loss: 0.0311462 | val_loss: 0.0311755 | Time: 1508.02 ms [2021-12-03 03:40:56 main:574] : INFO : Epoch 1673 | loss: 0.0311466 | val_loss: 0.0311727 | Time: 1519.51 ms [2021-12-03 03:40:57 main:574] : INFO : Epoch 1674 | loss: 0.0311472 | val_loss: 0.0311779 | Time: 1513.76 ms [2021-12-03 03:40:59 main:574] : INFO : Epoch 1675 | loss: 0.0311563 | val_loss: 0.0311746 | Time: 1517.63 ms [2021-12-03 03:41:00 main:574] : INFO : Epoch 1676 | loss: 0.0311577 | val_loss: 0.031179 | Time: 1510.13 ms [2021-12-03 03:41:02 main:574] : INFO : Epoch 1677 | loss: 0.0311593 | val_loss: 0.0311764 | Time: 1543.88 ms [2021-12-03 03:41:03 main:574] : INFO : Epoch 1678 | loss: 0.0311574 | val_loss: 0.0311724 | Time: 1463.93 ms [2021-12-03 03:41:05 main:574] : INFO : Epoch 1679 | loss: 0.0311589 | val_loss: 0.0311746 | Time: 1502.94 ms [2021-12-03 03:41:06 main:574] : INFO : Epoch 1680 | loss: 0.0311594 | val_loss: 0.0311769 | Time: 1481.34 ms [2021-12-03 03:41:08 main:574] : INFO : Epoch 1681 | loss: 0.0311583 | val_loss: 0.0311756 | Time: 1503.4 ms [2021-12-03 03:41:09 main:574] : INFO : Epoch 1682 | loss: 0.0311551 | val_loss: 0.031172 | Time: 1485.44 ms [2021-12-03 03:41:11 main:574] : INFO : Epoch 1683 | loss: 0.0311538 | val_loss: 0.0311731 | Time: 1513.22 ms [2021-12-03 03:41:13 main:574] : INFO : Epoch 1684 | loss: 0.0311529 | val_loss: 0.0311755 | Time: 1506.14 ms [2021-12-03 03:41:14 main:574] : INFO : Epoch 1685 | loss: 0.0311523 | val_loss: 0.0311717 | Time: 1561.69 ms [2021-12-03 03:41:16 main:574] : INFO : Epoch 1686 | loss: 0.0311519 | val_loss: 0.0311723 | Time: 1513.84 ms [2021-12-03 03:41:17 main:574] : INFO : Epoch 1687 | loss: 0.0311518 | val_loss: 0.031173 | Time: 1513.36 ms [2021-12-03 03:41:19 main:574] : INFO : Epoch 1688 | loss: 0.0311539 | val_loss: 0.0311722 | Time: 1508.1 ms [2021-12-03 03:41:20 main:574] : INFO : Epoch 1689 | loss: 0.0311516 | val_loss: 0.0311724 | Time: 1536.52 ms [2021-12-03 03:41:22 main:574] : INFO : Epoch 1690 | loss: 0.0311496 | val_loss: 0.0311742 | Time: 1489.67 ms [2021-12-03 03:41:23 main:574] : INFO : Epoch 1691 | loss: 0.031151 | val_loss: 0.0311763 | Time: 1497.03 ms [2021-12-03 03:41:25 main:574] : INFO : Epoch 1692 | loss: 0.0311527 | val_loss: 0.0311755 | Time: 1518.42 ms [2021-12-03 03:41:26 main:574] : INFO : Epoch 1693 | loss: 0.0311554 | val_loss: 0.0311795 | Time: 1500.15 ms [2021-12-03 03:41:28 main:574] : INFO : Epoch 1694 | loss: 0.0311525 | val_loss: 0.0311783 | Time: 1496.07 ms [2021-12-03 03:41:29 main:574] : INFO : Epoch 1695 | loss: 0.0311518 | val_loss: 0.0311742 | Time: 1480.17 ms [2021-12-03 03:41:31 main:574] : INFO : Epoch 1696 | loss: 0.0311536 | val_loss: 0.0311774 | Time: 1523.64 ms [2021-12-03 03:41:32 main:574] : INFO : Epoch 1697 | loss: 0.0311519 | val_loss: 0.0311772 | Time: 1498.73 ms [2021-12-03 03:41:34 main:574] : INFO : Epoch 1698 | loss: 0.0311506 | val_loss: 0.031174 | Time: 1515.45 ms [2021-12-03 03:41:35 main:574] : INFO : Epoch 1699 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 1504.46 ms [2021-12-03 03:41:37 main:574] : INFO : Epoch 1700 | loss: 0.0311644 | val_loss: 0.0311776 | Time: 1511.12 ms [2021-12-03 03:41:38 main:574] : INFO : Epoch 1701 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 1497.33 ms [2021-12-03 03:41:40 main:574] : INFO : Epoch 1702 | loss: 0.0311552 | val_loss: 0.0311727 | Time: 1539.43 ms [2021-12-03 03:41:41 main:574] : INFO : Epoch 1703 | loss: 0.0311569 | val_loss: 0.0311755 | Time: 1516.27 ms [2021-12-03 03:41:43 main:574] : INFO : Epoch 1704 | loss: 0.0311558 | val_loss: 0.0311754 | Time: 1492.37 ms [2021-12-03 03:41:44 main:574] : INFO : Epoch 1705 | loss: 0.0311547 | val_loss: 0.0311733 | Time: 1460.95 ms [2021-12-03 03:41:46 main:574] : INFO : Epoch 1706 | loss: 0.0311566 | val_loss: 0.0311743 | Time: 1529.27 ms [2021-12-03 03:41:47 main:574] : INFO : Epoch 1707 | loss: 0.0311543 | val_loss: 0.0311694 | Time: 1487.6 ms [2021-12-03 03:41:49 main:574] : INFO : Epoch 1708 | loss: 0.0311512 | val_loss: 0.0311734 | Time: 1476.98 ms [2021-12-03 03:41:50 main:574] : INFO : Epoch 1709 | loss: 0.0311524 | val_loss: 0.0311708 | Time: 1503.42 ms [2021-12-03 03:41:52 main:574] : INFO : Epoch 1710 | loss: 0.0311505 | val_loss: 0.0311675 | Time: 1481.25 ms [2021-12-03 03:41:53 main:574] : INFO : Epoch 1711 | loss: 0.0311486 | val_loss: 0.0311694 | Time: 1481.14 ms [2021-12-03 03:41:55 main:574] : INFO : Epoch 1712 | loss: 0.031147 | val_loss: 0.0311706 | Time: 1518.01 ms [2021-12-03 03:41:56 main:574] : INFO : Epoch 1713 | loss: 0.0311475 | val_loss: 0.031172 | Time: 1483.59 ms [2021-12-03 03:41:58 main:574] : INFO : Epoch 1714 | loss: 0.0311466 | val_loss: 0.0311695 | Time: 1497.38 ms [2021-12-03 03:41:59 main:574] : INFO : Epoch 1715 | loss: 0.0311471 | val_loss: 0.0311687 | Time: 1491.9 ms [2021-12-03 03:42:01 main:574] : INFO : Epoch 1716 | loss: 0.0311448 | val_loss: 0.031169 | Time: 1525.55 ms [2021-12-03 03:42:02 main:574] : INFO : Epoch 1717 | loss: 0.031146 | val_loss: 0.0311733 | Time: 1463.69 ms [2021-12-03 03:42:04 main:574] : INFO : Epoch 1718 | loss: 0.0311489 | val_loss: 0.0311741 | Time: 1501.6 ms [2021-12-03 03:42:05 main:574] : INFO : Epoch 1719 | loss: 0.0311459 | val_loss: 0.0311689 | Time: 1513.19 ms [2021-12-03 03:42:07 main:574] : INFO : Epoch 1720 | loss: 0.031146 | val_loss: 0.0311701 | Time: 1490.83 ms [2021-12-03 03:42:08 main:574] : INFO : Epoch 1721 | loss: 0.0311456 | val_loss: 0.0311691 | Time: 1462.66 ms [2021-12-03 03:42:10 main:574] : INFO : Epoch 1722 | loss: 0.0311488 | val_loss: 0.0311719 | Time: 1516.2 ms [2021-12-03 03:42:11 main:574] : INFO : Epoch 1723 | loss: 0.0311481 | val_loss: 0.0311692 | Time: 1472.54 ms [2021-12-03 03:42:13 main:574] : INFO : Epoch 1724 | loss: 0.0311509 | val_loss: 0.0311682 | Time: 1515.9 ms [2021-12-03 03:42:14 main:574] : INFO : Epoch 1725 | loss: 0.0311544 | val_loss: 0.0311722 | Time: 1475.42 ms [2021-12-03 03:42:16 main:574] : INFO : Epoch 1726 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 1487.94 ms [2021-12-03 03:42:17 main:574] : INFO : Epoch 1727 | loss: 0.0311534 | val_loss: 0.031172 | Time: 1498.27 ms [2021-12-03 03:42:19 main:574] : INFO : Epoch 1728 | loss: 0.031151 | val_loss: 0.0311733 | Time: 1495.67 ms [2021-12-03 03:42:20 main:574] : INFO : Epoch 1729 | loss: 0.0311516 | val_loss: 0.031171 | Time: 1525.3 ms [2021-12-03 03:42:22 main:574] : INFO : Epoch 1730 | loss: 0.0311495 | val_loss: 0.0311709 | Time: 1480.82 ms [2021-12-03 03:42:23 main:574] : INFO : Epoch 1731 | loss: 0.0311498 | val_loss: 0.0311707 | Time: 1489.06 ms [2021-12-03 03:42:25 main:574] : INFO : Epoch 1732 | loss: 0.0311509 | val_loss: 0.0311752 | Time: 1523.64 ms [2021-12-03 03:42:26 main:574] : INFO : Epoch 1733 | loss: 0.0311517 | val_loss: 0.0311754 | Time: 1480.45 ms [2021-12-03 03:42:28 main:574] : INFO : Epoch 1734 | loss: 0.0311526 | val_loss: 0.0311716 | Time: 1488.74 ms [2021-12-03 03:42:29 main:574] : INFO : Epoch 1735 | loss: 0.031151 | val_loss: 0.0311705 | Time: 1498.07 ms [2021-12-03 03:42:31 main:574] : INFO : Epoch 1736 | loss: 0.0311498 | val_loss: 0.0311737 | Time: 1498.45 ms [2021-12-03 03:42:32 main:574] : INFO : Epoch 1737 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 1478.15 ms [2021-12-03 03:42:34 main:574] : INFO : Epoch 1738 | loss: 0.0311477 | val_loss: 0.0311696 | Time: 1500.07 ms [2021-12-03 03:42:35 main:574] : INFO : Epoch 1739 | loss: 0.0311506 | val_loss: 0.031171 | Time: 1505.92 ms [2021-12-03 03:42:37 main:574] : INFO : Epoch 1740 | loss: 0.0311519 | val_loss: 0.0311708 | Time: 1494.95 ms [2021-12-03 03:42:38 main:574] : INFO : Epoch 1741 | loss: 0.0311481 | val_loss: 0.0311697 | Time: 1493.53 ms [2021-12-03 03:42:40 main:574] : INFO : Epoch 1742 | loss: 0.0311471 | val_loss: 0.031173 | Time: 1523.32 ms [2021-12-03 03:42:41 main:574] : INFO : Epoch 1743 | loss: 0.0311492 | val_loss: 0.0311753 | Time: 1498.27 ms [2021-12-03 03:42:43 main:574] : INFO : Epoch 1744 | loss: 0.0311604 | val_loss: 0.0311729 | Time: 1499.21 ms [2021-12-03 03:42:45 main:574] : INFO : Epoch 1745 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 1512.6 ms [2021-12-03 03:42:46 main:574] : INFO : Epoch 1746 | loss: 0.0311573 | val_loss: 0.0311724 | Time: 1494.21 ms [2021-12-03 03:42:47 main:574] : INFO : Epoch 1747 | loss: 0.0311562 | val_loss: 0.031166 | Time: 1470.64 ms [2021-12-03 03:42:49 main:574] : INFO : Epoch 1748 | loss: 0.0311543 | val_loss: 0.0311743 | Time: 1507.96 ms [2021-12-03 03:42:51 main:574] : INFO : Epoch 1749 | loss: 0.0311558 | val_loss: 0.0311685 | Time: 1498.47 ms [2021-12-03 03:42:52 main:574] : INFO : Epoch 1750 | loss: 0.0311542 | val_loss: 0.0311642 | Time: 1516.6 ms [2021-12-03 03:42:54 main:574] : INFO : Epoch 1751 | loss: 0.031152 | val_loss: 0.0311647 | Time: 1490.62 ms [2021-12-03 03:42:55 main:574] : INFO : Epoch 1752 | loss: 0.0311522 | val_loss: 0.0311659 | Time: 1526.87 ms [2021-12-03 03:42:57 main:574] : INFO : Epoch 1753 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 1495.87 ms [2021-12-03 03:42:58 main:574] : INFO : Epoch 1754 | loss: 0.0311561 | val_loss: 0.0311703 | Time: 1532.9 ms [2021-12-03 03:43:00 main:574] : INFO : Epoch 1755 | loss: 0.0311628 | val_loss: 0.0311772 | Time: 1531.57 ms [2021-12-03 03:43:01 main:574] : INFO : Epoch 1756 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 1520.92 ms [2021-12-03 03:43:03 main:574] : INFO : Epoch 1757 | loss: 0.0311544 | val_loss: 0.0311718 | Time: 1515.94 ms [2021-12-03 03:43:04 main:574] : INFO : Epoch 1758 | loss: 0.0311526 | val_loss: 0.0311679 | Time: 1479.28 ms [2021-12-03 03:43:06 main:574] : INFO : Epoch 1759 | loss: 0.0311508 | val_loss: 0.0311721 | Time: 1515.04 ms [2021-12-03 03:43:07 main:574] : INFO : Epoch 1760 | loss: 0.0311521 | val_loss: 0.031172 | Time: 1505.44 ms [2021-12-03 03:43:09 main:574] : INFO : Epoch 1761 | loss: 0.0311547 | val_loss: 0.0311684 | Time: 1474.45 ms [2021-12-03 03:43:10 main:574] : INFO : Epoch 1762 | loss: 0.0311537 | val_loss: 0.03117 | Time: 1525.37 ms [2021-12-03 03:43:12 main:574] : INFO : Epoch 1763 | loss: 0.0311524 | val_loss: 0.0311691 | Time: 1510.19 ms [2021-12-03 03:43:13 main:574] : INFO : Epoch 1764 | loss: 0.0311528 | val_loss: 0.0311687 | Time: 1523.05 ms [2021-12-03 03:43:15 main:574] : INFO : Epoch 1765 | loss: 0.0311503 | val_loss: 0.031169 | Time: 1496.16 ms [2021-12-03 03:43:16 main:574] : INFO : Epoch 1766 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 1497.83 ms [2021-12-03 03:43:18 main:574] : INFO : Epoch 1767 | loss: 0.0311472 | val_loss: 0.031169 | Time: 1502.08 ms [2021-12-03 03:43:19 main:574] : INFO : Epoch 1768 | loss: 0.0311472 | val_loss: 0.0311672 | Time: 1494.71 ms [2021-12-03 03:43:21 main:574] : INFO : Epoch 1769 | loss: 0.0311486 | val_loss: 0.0311731 | Time: 1520.52 ms [2021-12-03 03:43:22 main:574] : INFO : Epoch 1770 | loss: 0.0311465 | val_loss: 0.0311724 | Time: 1493.11 ms [2021-12-03 03:43:24 main:574] : INFO : Epoch 1771 | loss: 0.0311466 | val_loss: 0.0311668 | Time: 1515.39 ms [2021-12-03 03:43:25 main:574] : INFO : Epoch 1772 | loss: 0.0311496 | val_loss: 0.0311754 | Time: 1482.46 ms [2021-12-03 03:43:27 main:574] : INFO : Epoch 1773 | loss: 0.031148 | val_loss: 0.0311723 | Time: 1494.46 ms [2021-12-03 03:43:28 main:574] : INFO : Epoch 1774 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 1514.92 ms [2021-12-03 03:43:30 main:574] : INFO : Epoch 1775 | loss: 0.0311451 | val_loss: 0.031173 | Time: 1513.51 ms [2021-12-03 03:43:31 main:574] : INFO : Epoch 1776 | loss: 0.0311465 | val_loss: 0.0311759 | Time: 1521.36 ms [2021-12-03 03:43:33 main:574] : INFO : Epoch 1777 | loss: 0.0311453 | val_loss: 0.0311705 | Time: 1481.43 ms [2021-12-03 03:43:34 main:574] : INFO : Epoch 1778 | loss: 0.031144 | val_loss: 0.0311699 | Time: 1512.33 ms [2021-12-03 03:43:36 main:574] : INFO : Epoch 1779 | loss: 0.0311438 | val_loss: 0.0311688 | Time: 1505.49 ms [2021-12-03 03:43:37 main:574] : INFO : Epoch 1780 | loss: 0.0311436 | val_loss: 0.0311682 | Time: 1488.93 ms [2021-12-03 03:43:39 main:574] : INFO : Epoch 1781 | loss: 0.031143 | val_loss: 0.0311696 | Time: 1486.78 ms [2021-12-03 03:43:40 main:574] : INFO : Epoch 1782 | loss: 0.0311468 | val_loss: 0.0311773 | Time: 1501.94 ms [2021-12-03 03:43:42 main:574] : INFO : Epoch 1783 | loss: 0.0311456 | val_loss: 0.0311697 | Time: 1518.02 ms [2021-12-03 03:43:43 main:574] : INFO : Epoch 1784 | loss: 0.0311425 | val_loss: 0.0311686 | Time: 1501.35 ms [2021-12-03 03:43:45 main:574] : INFO : Epoch 1785 | loss: 0.0311466 | val_loss: 0.0311757 | Time: 1507.69 ms [2021-12-03 03:43:46 main:574] : INFO : Epoch 1786 | loss: 0.0311434 | val_loss: 0.0311694 | Time: 1512.96 ms [2021-12-03 03:43:48 main:574] : INFO : Epoch 1787 | loss: 0.0311421 | val_loss: 0.0311704 | Time: 1527.73 ms [2021-12-03 03:43:50 main:574] : INFO : Epoch 1788 | loss: 0.0311409 | val_loss: 0.0311696 | Time: 1517.93 ms [2021-12-03 03:43:51 main:574] : INFO : Epoch 1789 | loss: 0.0311409 | val_loss: 0.0311698 | Time: 1517.97 ms [2021-12-03 03:43:53 main:574] : INFO : Epoch 1790 | loss: 0.0311397 | val_loss: 0.0311726 | Time: 1495.22 ms [2021-12-03 03:43:54 main:574] : INFO : Epoch 1791 | loss: 0.0311411 | val_loss: 0.0311711 | Time: 1494.56 ms [2021-12-03 03:43:56 main:574] : INFO : Epoch 1792 | loss: 0.031147 | val_loss: 0.0311673 | Time: 1502.36 ms [2021-12-03 03:43:57 main:574] : INFO : Epoch 1793 | loss: 0.0311436 | val_loss: 0.0311704 | Time: 1494.81 ms [2021-12-03 03:43:59 main:574] : INFO : Epoch 1794 | loss: 0.0311441 | val_loss: 0.0311702 | Time: 1488.78 ms [2021-12-03 03:44:00 main:574] : INFO : Epoch 1795 | loss: 0.031146 | val_loss: 0.0311741 | Time: 1509.58 ms [2021-12-03 03:44:02 main:574] : INFO : Epoch 1796 | loss: 0.0311437 | val_loss: 0.0311683 | Time: 1510.47 ms [2021-12-03 03:44:03 main:574] : INFO : Epoch 1797 | loss: 0.0311441 | val_loss: 0.0311723 | Time: 1520.64 ms [2021-12-03 03:44:05 main:574] : INFO : Epoch 1798 | loss: 0.0311465 | val_loss: 0.0311711 | Time: 1540.18 ms [2021-12-03 03:44:06 main:574] : INFO : Epoch 1799 | loss: 0.0311469 | val_loss: 0.0311677 | Time: 1521.93 ms [2021-12-03 03:44:08 main:574] : INFO : Epoch 1800 | loss: 0.0311436 | val_loss: 0.0311678 | Time: 1503.73 ms [2021-12-03 03:44:09 main:574] : INFO : Epoch 1801 | loss: 0.031141 | val_loss: 0.0311703 | Time: 1506.26 ms [2021-12-03 03:44:11 main:574] : INFO : Epoch 1802 | loss: 0.0311483 | val_loss: 0.0311713 | Time: 1497.1 ms [2021-12-03 03:44:12 main:574] : INFO : Epoch 1803 | loss: 0.0311436 | val_loss: 0.0311712 | Time: 1497.09 ms [2021-12-03 03:44:14 main:574] : INFO : Epoch 1804 | loss: 0.0311399 | val_loss: 0.0311693 | Time: 1492.78 ms [2021-12-03 03:44:15 main:574] : INFO : Epoch 1805 | loss: 0.0311392 | val_loss: 0.0311712 | Time: 1489.62 ms [2021-12-03 03:44:17 main:574] : INFO : Epoch 1806 | loss: 0.0311387 | val_loss: 0.031169 | Time: 1482.9 ms [2021-12-03 03:44:18 main:574] : INFO : Epoch 1807 | loss: 0.031145 | val_loss: 0.0311671 | Time: 1509.87 ms [2021-12-03 03:44:20 main:574] : INFO : Epoch 1808 | loss: 0.0311507 | val_loss: 0.0311723 | Time: 1490.1 ms [2021-12-03 03:44:21 main:574] : INFO : Epoch 1809 | loss: 0.0311474 | val_loss: 0.0311689 | Time: 1503.15 ms [2021-12-03 03:44:23 main:574] : INFO : Epoch 1810 | loss: 0.0311464 | val_loss: 0.0311723 | Time: 1502.36 ms [2021-12-03 03:44:24 main:574] : INFO : Epoch 1811 | loss: 0.0311468 | val_loss: 0.0311712 | Time: 1505.95 ms [2021-12-03 03:44:26 main:574] : INFO : Epoch 1812 | loss: 0.0311437 | val_loss: 0.0311664 | Time: 1509.58 ms [2021-12-03 03:44:27 main:574] : INFO : Epoch 1813 | loss: 0.0311443 | val_loss: 0.0311706 | Time: 1504.97 ms [2021-12-03 03:44:29 main:574] : INFO : Epoch 1814 | loss: 0.0311457 | val_loss: 0.0311711 | Time: 1517.51 ms [2021-12-03 03:44:30 main:574] : INFO : Epoch 1815 | loss: 0.031143 | val_loss: 0.0311698 | Time: 1490.59 ms [2021-12-03 03:44:32 main:574] : INFO : Epoch 1816 | loss: 0.0311435 | val_loss: 0.0311702 | Time: 1508.86 ms [2021-12-03 03:44:33 main:574] : INFO : Epoch 1817 | loss: 0.0311484 | val_loss: 0.0311701 | Time: 1518.49 ms [2021-12-03 03:44:35 main:574] : INFO : Epoch 1818 | loss: 0.0311499 | val_loss: 0.0311715 | Time: 1504.07 ms [2021-12-03 03:44:36 main:574] : INFO : Epoch 1819 | loss: 0.0311501 | val_loss: 0.0311696 | Time: 1494.58 ms [2021-12-03 03:44:38 main:574] : INFO : Epoch 1820 | loss: 0.0311468 | val_loss: 0.0311696 | Time: 1514.1 ms [2021-12-03 03:44:39 main:574] : INFO : Epoch 1821 | loss: 0.0311475 | val_loss: 0.0311714 | Time: 1511.99 ms [2021-12-03 03:44:41 main:574] : INFO : Epoch 1822 | loss: 0.0311477 | val_loss: 0.0311688 | Time: 1515.04 ms [2021-12-03 03:44:42 main:574] : INFO : Epoch 1823 | loss: 0.0311442 | val_loss: 0.031168 | Time: 1510.72 ms [2021-12-03 03:44:44 main:574] : INFO : Epoch 1824 | loss: 0.0311443 | val_loss: 0.0311713 | Time: 1518.44 ms [2021-12-03 03:44:45 main:574] : INFO : Epoch 1825 | loss: 0.0311433 | val_loss: 0.031168 | Time: 1501.21 ms [2021-12-03 03:44:47 main:574] : INFO : Epoch 1826 | loss: 0.0311466 | val_loss: 0.031165 | Time: 1501.45 ms [2021-12-03 03:44:48 main:574] : INFO : Epoch 1827 | loss: 0.0311475 | val_loss: 0.0311669 | Time: 1478.56 ms [2021-12-03 03:44:50 main:574] : INFO : Epoch 1828 | loss: 0.0311477 | val_loss: 0.031165 | Time: 1485.65 ms [2021-12-03 03:44:51 main:574] : INFO : Epoch 1829 | loss: 0.0311452 | val_loss: 0.0311653 | Time: 1521.31 ms [2021-12-03 03:44:53 main:574] : INFO : Epoch 1830 | loss: 0.031147 | val_loss: 0.0311655 | Time: 1529.03 ms [2021-12-03 03:44:55 main:574] : INFO : Epoch 1831 | loss: 0.0311469 | val_loss: 0.031166 | Time: 1505.05 ms [2021-12-03 03:44:56 main:574] : INFO : Epoch 1832 | loss: 0.0311447 | val_loss: 0.0311667 | Time: 1509.15 ms [2021-12-03 03:44:58 main:574] : INFO : Epoch 1833 | loss: 0.0311477 | val_loss: 0.0311711 | Time: 1491.61 ms [2021-12-03 03:44:59 main:574] : INFO : Epoch 1834 | loss: 0.0311453 | val_loss: 0.0311685 | Time: 1508.76 ms [2021-12-03 03:45:01 main:574] : INFO : Epoch 1835 | loss: 0.0311459 | val_loss: 0.0311678 | Time: 1498.24 ms [2021-12-03 03:45:02 main:574] : INFO : Epoch 1836 | loss: 0.0311489 | val_loss: 0.0311668 | Time: 1504.09 ms [2021-12-03 03:45:04 main:574] : INFO : Epoch 1837 | loss: 0.031183 | val_loss: 0.0311924 | Time: 1483.92 ms [2021-12-03 03:45:05 main:574] : INFO : Epoch 1838 | loss: 0.0311883 | val_loss: 0.031191 | Time: 1508.23 ms [2021-12-03 03:45:07 main:574] : INFO : Epoch 1839 | loss: 0.0311837 | val_loss: 0.0311825 | Time: 1528.51 ms [2021-12-03 03:45:08 main:574] : INFO : Epoch 1840 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 1517.33 ms [2021-12-03 03:45:10 main:574] : INFO : Epoch 1841 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 1529.62 ms [2021-12-03 03:45:11 main:574] : INFO : Epoch 1842 | loss: 0.031169 | val_loss: 0.0311789 | Time: 1524.25 ms [2021-12-03 03:45:13 main:574] : INFO : Epoch 1843 | loss: 0.0311722 | val_loss: 0.0311844 | Time: 1525.62 ms [2021-12-03 03:45:14 main:574] : INFO : Epoch 1844 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 1515.98 ms [2021-12-03 03:45:16 main:574] : INFO : Epoch 1845 | loss: 0.0311704 | val_loss: 0.0311743 | Time: 1497.03 ms [2021-12-03 03:45:17 main:574] : INFO : Epoch 1846 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 1504.01 ms [2021-12-03 03:45:19 main:574] : INFO : Epoch 1847 | loss: 0.031172 | val_loss: 0.0311747 | Time: 1481.22 ms [2021-12-03 03:45:20 main:574] : INFO : Epoch 1848 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 1479.21 ms [2021-12-03 03:45:22 main:574] : INFO : Epoch 1849 | loss: 0.0311666 | val_loss: 0.0311711 | Time: 1495.19 ms [2021-12-03 03:45:23 main:574] : INFO : Epoch 1850 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 1478.42 ms [2021-12-03 03:45:25 main:574] : INFO : Epoch 1851 | loss: 0.0311637 | val_loss: 0.0311725 | Time: 1492.1 ms [2021-12-03 03:45:26 main:574] : INFO : Epoch 1852 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 1492.3 ms [2021-12-03 03:45:28 main:574] : INFO : Epoch 1853 | loss: 0.0311616 | val_loss: 0.0311716 | Time: 1485.19 ms [2021-12-03 03:45:29 main:574] : INFO : Epoch 1854 | loss: 0.031161 | val_loss: 0.031171 | Time: 1538.18 ms [2021-12-03 03:45:31 main:574] : INFO : Epoch 1855 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 1526.76 ms [2021-12-03 03:45:32 main:574] : INFO : Epoch 1856 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 1513.94 ms [2021-12-03 03:45:34 main:574] : INFO : Epoch 1857 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 1498.19 ms [2021-12-03 03:45:35 main:574] : INFO : Epoch 1858 | loss: 0.0311617 | val_loss: 0.0311698 | Time: 1511.48 ms [2021-12-03 03:45:37 main:574] : INFO : Epoch 1859 | loss: 0.0311622 | val_loss: 0.0311746 | Time: 1498.37 ms [2021-12-03 03:45:38 main:574] : INFO : Epoch 1860 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 1505.73 ms [2021-12-03 03:45:40 main:574] : INFO : Epoch 1861 | loss: 0.0311585 | val_loss: 0.0311699 | Time: 1504.18 ms [2021-12-03 03:45:41 main:574] : INFO : Epoch 1862 | loss: 0.0311575 | val_loss: 0.03117 | Time: 1507.99 ms [2021-12-03 03:45:43 main:574] : INFO : Epoch 1863 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 1521.75 ms [2021-12-03 03:45:44 main:574] : INFO : Epoch 1864 | loss: 0.0311582 | val_loss: 0.0311734 | Time: 1470.63 ms [2021-12-03 03:45:46 main:574] : INFO : Epoch 1865 | loss: 0.0311561 | val_loss: 0.0311724 | Time: 1518.74 ms [2021-12-03 03:45:47 main:574] : INFO : Epoch 1866 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 1475.58 ms [2021-12-03 03:45:49 main:574] : INFO : Epoch 1867 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 1508.38 ms [2021-12-03 03:45:50 main:574] : INFO : Epoch 1868 | loss: 0.0311592 | val_loss: 0.03117 | Time: 1495.79 ms [2021-12-03 03:45:52 main:574] : INFO : Epoch 1869 | loss: 0.0311578 | val_loss: 0.0311706 | Time: 1515.92 ms [2021-12-03 03:45:53 main:574] : INFO : Epoch 1870 | loss: 0.0311569 | val_loss: 0.0311713 | Time: 1507.1 ms [2021-12-03 03:45:55 main:574] : INFO : Epoch 1871 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 1494.57 ms [2021-12-03 03:45:56 main:574] : INFO : Epoch 1872 | loss: 0.0311543 | val_loss: 0.0311689 | Time: 1493.39 ms [2021-12-03 03:45:58 main:574] : INFO : Epoch 1873 | loss: 0.0311538 | val_loss: 0.0311718 | Time: 1509.8 ms [2021-12-03 03:45:59 main:574] : INFO : Epoch 1874 | loss: 0.0311534 | val_loss: 0.031169 | Time: 1512.21 ms [2021-12-03 03:46:01 main:574] : INFO : Epoch 1875 | loss: 0.0311519 | val_loss: 0.0311701 | Time: 1502.21 ms [2021-12-03 03:46:02 main:574] : INFO : Epoch 1876 | loss: 0.0311513 | val_loss: 0.031171 | Time: 1486.15 ms [2021-12-03 03:46:04 main:574] : INFO : Epoch 1877 | loss: 0.0311517 | val_loss: 0.0311671 | Time: 1498.02 ms [2021-12-03 03:46:06 main:574] : INFO : Epoch 1878 | loss: 0.0311516 | val_loss: 0.031165 | Time: 1519.4 ms [2021-12-03 03:46:07 main:574] : INFO : Epoch 1879 | loss: 0.0311515 | val_loss: 0.0311681 | Time: 1479.7 ms [2021-12-03 03:46:09 main:574] : INFO : Epoch 1880 | loss: 0.0311543 | val_loss: 0.0311683 | Time: 1497.88 ms [2021-12-03 03:46:10 main:574] : INFO : Epoch 1881 | loss: 0.0311562 | val_loss: 0.0311768 | Time: 1506.6 ms [2021-12-03 03:46:12 main:574] : INFO : Epoch 1882 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 1510.59 ms [2021-12-03 03:46:13 main:574] : INFO : Epoch 1883 | loss: 0.0311502 | val_loss: 0.0311702 | Time: 1492.32 ms [2021-12-03 03:46:15 main:574] : INFO : Epoch 1884 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 1507.87 ms [2021-12-03 03:46:16 main:574] : INFO : Epoch 1885 | loss: 0.0311493 | val_loss: 0.031167 | Time: 1537.08 ms [2021-12-03 03:46:18 main:574] : INFO : Epoch 1886 | loss: 0.0311497 | val_loss: 0.0311704 | Time: 1510.79 ms [2021-12-03 03:46:19 main:574] : INFO : Epoch 1887 | loss: 0.0311515 | val_loss: 0.0311725 | Time: 1523.91 ms [2021-12-03 03:46:21 main:574] : INFO : Epoch 1888 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 1504.49 ms [2021-12-03 03:46:22 main:574] : INFO : Epoch 1889 | loss: 0.0311497 | val_loss: 0.0311718 | Time: 1506.44 ms [2021-12-03 03:46:24 main:574] : INFO : Epoch 1890 | loss: 0.0311516 | val_loss: 0.0311664 | Time: 1506.85 ms [2021-12-03 03:46:25 main:574] : INFO : Epoch 1891 | loss: 0.0311496 | val_loss: 0.0311665 | Time: 1500.67 ms [2021-12-03 03:46:27 main:574] : INFO : Epoch 1892 | loss: 0.03115 | val_loss: 0.0311684 | Time: 1490.14 ms [2021-12-03 03:46:28 main:574] : INFO : Epoch 1893 | loss: 0.0311507 | val_loss: 0.0311681 | Time: 1517.29 ms [2021-12-03 03:46:30 main:574] : INFO : Epoch 1894 | loss: 0.0311497 | val_loss: 0.0311671 | Time: 1487.66 ms [2021-12-03 03:46:31 main:574] : INFO : Epoch 1895 | loss: 0.031151 | val_loss: 0.031167 | Time: 1494.12 ms [2021-12-03 03:46:33 main:574] : INFO : Epoch 1896 | loss: 0.0311511 | val_loss: 0.0311669 | Time: 1479.92 ms [2021-12-03 03:46:34 main:574] : INFO : Epoch 1897 | loss: 0.0311505 | val_loss: 0.031164 | Time: 1500.65 ms [2021-12-03 03:46:36 main:574] : INFO : Epoch 1898 | loss: 0.031153 | val_loss: 0.0311684 | Time: 1513.91 ms [2021-12-03 03:46:37 main:574] : INFO : Epoch 1899 | loss: 0.0311506 | val_loss: 0.0311661 | Time: 1496.33 ms [2021-12-03 03:46:39 main:574] : INFO : Epoch 1900 | loss: 0.0311502 | val_loss: 0.0311656 | Time: 1485.71 ms [2021-12-03 03:46:40 main:574] : INFO : Epoch 1901 | loss: 0.0311532 | val_loss: 0.0311675 | Time: 1485.55 ms [2021-12-03 03:46:42 main:574] : INFO : Epoch 1902 | loss: 0.0311517 | val_loss: 0.0311715 | Time: 1514.75 ms [2021-12-03 03:46:43 main:574] : INFO : Epoch 1903 | loss: 0.0311535 | val_loss: 0.0311667 | Time: 1491.68 ms [2021-12-03 03:46:45 main:574] : INFO : Epoch 1904 | loss: 0.0311529 | val_loss: 0.031167 | Time: 1455.59 ms [2021-12-03 03:46:46 main:574] : INFO : Epoch 1905 | loss: 0.0311506 | val_loss: 0.031167 | Time: 1479.22 ms [2021-12-03 03:46:48 main:574] : INFO : Epoch 1906 | loss: 0.0311498 | val_loss: 0.0311688 | Time: 1484.04 ms [2021-12-03 03:46:49 main:574] : INFO : Epoch 1907 | loss: 0.0311482 | val_loss: 0.031167 | Time: 1492.27 ms [2021-12-03 03:46:51 main:574] : INFO : Epoch 1908 | loss: 0.0311487 | val_loss: 0.0311684 | Time: 1487.1 ms [2021-12-03 03:46:52 main:574] : INFO : Epoch 1909 | loss: 0.0311516 | val_loss: 0.0311702 | Time: 1495.03 ms [2021-12-03 03:46:54 main:574] : INFO : Epoch 1910 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 1519.99 ms [2021-12-03 03:46:55 main:574] : INFO : Epoch 1911 | loss: 0.0311542 | val_loss: 0.0311661 | Time: 1499.99 ms [2021-12-03 03:46:57 main:574] : INFO : Epoch 1912 | loss: 0.0311531 | val_loss: 0.0311692 | Time: 1511.95 ms [2021-12-03 03:46:58 main:574] : INFO : Epoch 1913 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 1493.73 ms [2021-12-03 03:47:00 main:574] : INFO : Epoch 1914 | loss: 0.0311532 | val_loss: 0.031171 | Time: 1499.44 ms [2021-12-03 03:47:01 main:574] : INFO : Epoch 1915 | loss: 0.0311534 | val_loss: 0.0311673 | Time: 1522 ms [2021-12-03 03:47:03 main:574] : INFO : Epoch 1916 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 1525.6 ms [2021-12-03 03:47:04 main:574] : INFO : Epoch 1917 | loss: 0.0311522 | val_loss: 0.0311712 | Time: 1490.78 ms [2021-12-03 03:47:06 main:574] : INFO : Epoch 1918 | loss: 0.0311529 | val_loss: 0.0311666 | Time: 1482.53 ms [2021-12-03 03:47:07 main:574] : INFO : Epoch 1919 | loss: 0.0311504 | val_loss: 0.0311669 | Time: 1482.22 ms [2021-12-03 03:47:09 main:574] : INFO : Epoch 1920 | loss: 0.031153 | val_loss: 0.0311644 | Time: 1513.37 ms [2021-12-03 03:47:10 main:574] : INFO : Epoch 1921 | loss: 0.0311527 | val_loss: 0.0311635 | Time: 1498.44 ms [2021-12-03 03:47:12 main:574] : INFO : Epoch 1922 | loss: 0.0311499 | val_loss: 0.0311651 | Time: 1483.28 ms [2021-12-03 03:47:13 main:574] : INFO : Epoch 1923 | loss: 0.031149 | val_loss: 0.031165 | Time: 1470.74 ms [2021-12-03 03:47:15 main:574] : INFO : Epoch 1924 | loss: 0.031149 | val_loss: 0.0311706 | Time: 1500.85 ms [2021-12-03 03:47:16 main:574] : INFO : Epoch 1925 | loss: 0.0311558 | val_loss: 0.0311655 | Time: 1487.76 ms [2021-12-03 03:47:18 main:574] : INFO : Epoch 1926 | loss: 0.0311546 | val_loss: 0.0311668 | Time: 1493.91 ms [2021-12-03 03:47:19 main:574] : INFO : Epoch 1927 | loss: 0.0311499 | val_loss: 0.0311666 | Time: 1504.06 ms [2021-12-03 03:47:21 main:574] : INFO : Epoch 1928 | loss: 0.0311493 | val_loss: 0.0311695 | Time: 1512.27 ms [2021-12-03 03:47:22 main:574] : INFO : Epoch 1929 | loss: 0.0311478 | val_loss: 0.0311746 | Time: 1502.6 ms [2021-12-03 03:47:24 main:574] : INFO : Epoch 1930 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 1488.53 ms [2021-12-03 03:47:25 main:574] : INFO : Epoch 1931 | loss: 0.0311568 | val_loss: 0.0311686 | Time: 1513.22 ms [2021-12-03 03:47:27 main:574] : INFO : Epoch 1932 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 1488.74 ms [2021-12-03 03:47:28 main:574] : INFO : Epoch 1933 | loss: 0.0311569 | val_loss: 0.0311736 | Time: 1470.93 ms [2021-12-03 03:47:30 main:574] : INFO : Epoch 1934 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 1506.54 ms [2021-12-03 03:47:31 main:574] : INFO : Epoch 1935 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 1457.54 ms [2021-12-03 03:47:33 main:574] : INFO : Epoch 1936 | loss: 0.031164 | val_loss: 0.0311711 | Time: 1526.82 ms [2021-12-03 03:47:34 main:574] : INFO : Epoch 1937 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 1493.4 ms [2021-12-03 03:47:36 main:574] : INFO : Epoch 1938 | loss: 0.0311581 | val_loss: 0.0311673 | Time: 1524.71 ms [2021-12-03 03:47:37 main:574] : INFO : Epoch 1939 | loss: 0.0311567 | val_loss: 0.031168 | Time: 1492.17 ms [2021-12-03 03:47:39 main:574] : INFO : Epoch 1940 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 1503.49 ms [2021-12-03 03:47:40 main:574] : INFO : Epoch 1941 | loss: 0.031156 | val_loss: 0.0311667 | Time: 1505.62 ms [2021-12-03 03:47:42 main:574] : INFO : Epoch 1942 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 1512.47 ms [2021-12-03 03:47:43 main:574] : INFO : Epoch 1943 | loss: 0.0311547 | val_loss: 0.0311671 | Time: 1509.76 ms [2021-12-03 03:47:45 main:574] : INFO : Epoch 1944 | loss: 0.0311543 | val_loss: 0.0311663 | Time: 1521.08 ms [2021-12-03 03:47:46 main:574] : INFO : Epoch 1945 | loss: 0.0311532 | val_loss: 0.0311661 | Time: 1503.95 ms [2021-12-03 03:47:48 main:574] : INFO : Epoch 1946 | loss: 0.0311522 | val_loss: 0.0311666 | Time: 1503.27 ms [2021-12-03 03:47:49 main:574] : INFO : Epoch 1947 | loss: 0.0311505 | val_loss: 0.0311669 | Time: 1502.29 ms [2021-12-03 03:47:51 main:574] : INFO : Epoch 1948 | loss: 0.0311521 | val_loss: 0.0311705 | Time: 1507.34 ms [2021-12-03 03:47:52 main:574] : INFO : Epoch 1949 | loss: 0.0311551 | val_loss: 0.0311752 | Time: 1481.17 ms [2021-12-03 03:47:54 main:574] : INFO : Epoch 1950 | loss: 0.0311547 | val_loss: 0.0311725 | Time: 1497.53 ms [2021-12-03 03:47:55 main:574] : INFO : Epoch 1951 | loss: 0.0311514 | val_loss: 0.0311677 | Time: 1500.52 ms [2021-12-03 03:47:57 main:574] : INFO : Epoch 1952 | loss: 0.0311485 | val_loss: 0.0311678 | Time: 1480.81 ms [2021-12-03 03:47:58 main:574] : INFO : Epoch 1953 | loss: 0.031149 | val_loss: 0.0311665 | Time: 1508.87 ms [2021-12-03 03:48:00 main:574] : INFO : Epoch 1954 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 1512.44 ms [2021-12-03 03:48:02 main:574] : INFO : Epoch 1955 | loss: 0.0311552 | val_loss: 0.031167 | Time: 1513.76 ms [2021-12-03 03:48:03 main:574] : INFO : Epoch 1956 | loss: 0.031154 | val_loss: 0.0311664 | Time: 1519.8 ms [2021-12-03 03:48:05 main:574] : INFO : Epoch 1957 | loss: 0.0311507 | val_loss: 0.0311656 | Time: 1512.62 ms [2021-12-03 03:48:06 main:574] : INFO : Epoch 1958 | loss: 0.0311513 | val_loss: 0.0311675 | Time: 1516.43 ms [2021-12-03 03:48:08 main:574] : INFO : Epoch 1959 | loss: 0.0311517 | val_loss: 0.0311673 | Time: 1499.2 ms [2021-12-03 03:48:09 main:574] : INFO : Epoch 1960 | loss: 0.0311503 | val_loss: 0.031164 | Time: 1511.69 ms [2021-12-03 03:48:11 main:574] : INFO : Epoch 1961 | loss: 0.0311507 | val_loss: 0.0311639 | Time: 1477.27 ms [2021-12-03 03:48:12 main:574] : INFO : Epoch 1962 | loss: 0.0311544 | val_loss: 0.0311707 | Time: 1489.64 ms [2021-12-03 03:48:14 main:574] : INFO : Epoch 1963 | loss: 0.0311509 | val_loss: 0.0311674 | Time: 1504.88 ms [2021-12-03 03:48:15 main:574] : INFO : Epoch 1964 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 1499.51 ms [2021-12-03 03:48:17 main:574] : INFO : Epoch 1965 | loss: 0.0311502 | val_loss: 0.0311671 | Time: 1491.56 ms [2021-12-03 03:48:18 main:574] : INFO : Epoch 1966 | loss: 0.0311521 | val_loss: 0.031169 | Time: 1513.86 ms [2021-12-03 03:48:20 main:574] : INFO : Epoch 1967 | loss: 0.0311499 | val_loss: 0.0311655 | Time: 1501.41 ms [2021-12-03 03:48:21 main:574] : INFO : Epoch 1968 | loss: 0.0311514 | val_loss: 0.031166 | Time: 1542.6 ms [2021-12-03 03:48:23 main:574] : INFO : Epoch 1969 | loss: 0.0311507 | val_loss: 0.03117 | Time: 1504.9 ms [2021-12-03 03:48:24 main:574] : INFO : Epoch 1970 | loss: 0.031151 | val_loss: 0.0311693 | Time: 1507.63 ms [2021-12-03 03:48:26 main:574] : INFO : Epoch 1971 | loss: 0.0311498 | val_loss: 0.0311659 | Time: 1503.14 ms [2021-12-03 03:48:27 main:574] : INFO : Epoch 1972 | loss: 0.0311498 | val_loss: 0.0311696 | Time: 1483.95 ms [2021-12-03 03:48:29 main:574] : INFO : Epoch 1973 | loss: 0.031152 | val_loss: 0.0311668 | Time: 1516.72 ms [2021-12-03 03:48:30 main:574] : INFO : Epoch 1974 | loss: 0.0311496 | val_loss: 0.0311643 | Time: 1504.03 ms [2021-12-03 03:48:32 main:574] : INFO : Epoch 1975 | loss: 0.03115 | val_loss: 0.0311682 | Time: 1485.08 ms [2021-12-03 03:48:33 main:574] : INFO : Epoch 1976 | loss: 0.0311495 | val_loss: 0.0311653 | Time: 1468.27 ms [2021-12-03 03:48:35 main:574] : INFO : Epoch 1977 | loss: 0.0311475 | val_loss: 0.0311607 | Time: 1506.68 ms [2021-12-03 03:48:36 main:574] : INFO : Epoch 1978 | loss: 0.0311464 | val_loss: 0.031164 | Time: 1483.18 ms [2021-12-03 03:48:38 main:574] : INFO : Epoch 1979 | loss: 0.0311457 | val_loss: 0.0311699 | Time: 1511.12 ms [2021-12-03 03:48:39 main:574] : INFO : Epoch 1980 | loss: 0.0311449 | val_loss: 0.0311664 | Time: 1496.47 ms [2021-12-03 03:48:41 main:574] : INFO : Epoch 1981 | loss: 0.0311472 | val_loss: 0.0311654 | Time: 1498.13 ms [2021-12-03 03:48:42 main:574] : INFO : Epoch 1982 | loss: 0.031145 | val_loss: 0.0311663 | Time: 1512.43 ms [2021-12-03 03:48:44 main:574] : INFO : Epoch 1983 | loss: 0.0311449 | val_loss: 0.0311628 | Time: 1511.5 ms [2021-12-03 03:48:45 main:574] : INFO : Epoch 1984 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 1495.25 ms [2021-12-03 03:48:47 main:574] : INFO : Epoch 1985 | loss: 0.0311507 | val_loss: 0.0311711 | Time: 1498 ms [2021-12-03 03:48:48 main:574] : INFO : Epoch 1986 | loss: 0.0311517 | val_loss: 0.0311685 | Time: 1508.11 ms [2021-12-03 03:48:50 main:574] : INFO : Epoch 1987 | loss: 0.0311481 | val_loss: 0.0311629 | Time: 1520.3 ms [2021-12-03 03:48:51 main:574] : INFO : Epoch 1988 | loss: 0.0311469 | val_loss: 0.0311631 | Time: 1497.48 ms [2021-12-03 03:48:53 main:574] : INFO : Epoch 1989 | loss: 0.0311455 | val_loss: 0.0311647 | Time: 1502.29 ms [2021-12-03 03:48:54 main:574] : INFO : Epoch 1990 | loss: 0.031146 | val_loss: 0.0311667 | Time: 1494.99 ms [2021-12-03 03:48:56 main:574] : INFO : Epoch 1991 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 1502.73 ms [2021-12-03 03:48:57 main:574] : INFO : Epoch 1992 | loss: 0.0311481 | val_loss: 0.0311663 | Time: 1490.83 ms [2021-12-03 03:48:59 main:574] : INFO : Epoch 1993 | loss: 0.0311449 | val_loss: 0.0311672 | Time: 1498.26 ms [2021-12-03 03:49:00 main:574] : INFO : Epoch 1994 | loss: 0.0311427 | val_loss: 0.0311678 | Time: 1498.58 ms [2021-12-03 03:49:02 main:574] : INFO : Epoch 1995 | loss: 0.0311442 | val_loss: 0.0311678 | Time: 1504.24 ms [2021-12-03 03:49:03 main:574] : INFO : Epoch 1996 | loss: 0.0311443 | val_loss: 0.0311649 | Time: 1492.9 ms [2021-12-03 03:49:05 main:574] : INFO : Epoch 1997 | loss: 0.0311431 | val_loss: 0.0311656 | Time: 1512.27 ms [2021-12-03 03:49:06 main:574] : INFO : Epoch 1998 | loss: 0.0311425 | val_loss: 0.0311667 | Time: 1491.07 ms [2021-12-03 03:49:08 main:574] : INFO : Epoch 1999 | loss: 0.0311463 | val_loss: 0.0311654 | Time: 1507.18 ms [2021-12-03 03:49:09 main:574] : INFO : Epoch 2000 | loss: 0.0311509 | val_loss: 0.0311632 | Time: 1526.85 ms [2021-12-03 03:49:11 main:574] : INFO : Epoch 2001 | loss: 0.0311477 | val_loss: 0.0311619 | Time: 1508.2 ms [2021-12-03 03:49:12 main:574] : INFO : Epoch 2002 | loss: 0.0311481 | val_loss: 0.0311622 | Time: 1511.73 ms [2021-12-03 03:49:14 main:574] : INFO : Epoch 2003 | loss: 0.0311473 | val_loss: 0.0311724 | Time: 1500.69 ms [2021-12-03 03:49:15 main:574] : INFO : Epoch 2004 | loss: 0.0311484 | val_loss: 0.0311655 | Time: 1481.84 ms [2021-12-03 03:49:17 main:574] : INFO : Epoch 2005 | loss: 0.0311478 | val_loss: 0.0311655 | Time: 1508.53 ms [2021-12-03 03:49:18 main:574] : INFO : Epoch 2006 | loss: 0.0311481 | val_loss: 0.0311636 | Time: 1496.51 ms [2021-12-03 03:49:20 main:574] : INFO : Epoch 2007 | loss: 0.0311484 | val_loss: 0.0311657 | Time: 1474.63 ms [2021-12-03 03:49:21 main:574] : INFO : Epoch 2008 | loss: 0.0311525 | val_loss: 0.031166 | Time: 1510.32 ms [2021-12-03 03:49:23 main:574] : INFO : Epoch 2009 | loss: 0.0311517 | val_loss: 0.0311628 | Time: 1500.9 ms [2021-12-03 03:49:24 main:574] : INFO : Epoch 2010 | loss: 0.0311499 | val_loss: 0.0311615 | Time: 1522.51 ms [2021-12-03 03:49:26 main:574] : INFO : Epoch 2011 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 1501.54 ms [2021-12-03 03:49:28 main:574] : INFO : Epoch 2012 | loss: 0.0311484 | val_loss: 0.031167 | Time: 1515.06 ms [2021-12-03 03:49:29 main:574] : INFO : Epoch 2013 | loss: 0.0311489 | val_loss: 0.031164 | Time: 1519.03 ms [2021-12-03 03:49:31 main:574] : INFO : Epoch 2014 | loss: 0.0311492 | val_loss: 0.0311638 | Time: 1487.17 ms [2021-12-03 03:49:32 main:574] : INFO : Epoch 2015 | loss: 0.0311483 | val_loss: 0.031166 | Time: 1532.09 ms [2021-12-03 03:49:34 main:574] : INFO : Epoch 2016 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 1488.57 ms [2021-12-03 03:49:35 main:574] : INFO : Epoch 2017 | loss: 0.0311523 | val_loss: 0.0311654 | Time: 1495.36 ms [2021-12-03 03:49:37 main:574] : INFO : Epoch 2018 | loss: 0.0311477 | val_loss: 0.0311669 | Time: 1445.2 ms [2021-12-03 03:49:38 main:574] : INFO : Epoch 2019 | loss: 0.0311505 | val_loss: 0.0311656 | Time: 1476.28 ms [2021-12-03 03:49:39 main:574] : INFO : Epoch 2020 | loss: 0.0311478 | val_loss: 0.0311645 | Time: 1484.3 ms [2021-12-03 03:49:41 main:574] : INFO : Epoch 2021 | loss: 0.031147 | val_loss: 0.0311739 | Time: 1498.09 ms [2021-12-03 03:49:43 main:574] : INFO : Epoch 2022 | loss: 0.0311497 | val_loss: 0.0311699 | Time: 1513.23 ms [2021-12-03 03:49:44 main:574] : INFO : Epoch 2023 | loss: 0.0311507 | val_loss: 0.0311671 | Time: 1512.33 ms [2021-12-03 03:49:46 main:574] : INFO : Epoch 2024 | loss: 0.0311468 | val_loss: 0.0311673 | Time: 1508.94 ms [2021-12-03 03:49:47 main:574] : INFO : Epoch 2025 | loss: 0.031146 | val_loss: 0.0311656 | Time: 1524.2 ms [2021-12-03 03:49:49 main:574] : INFO : Epoch 2026 | loss: 0.031146 | val_loss: 0.0311673 | Time: 1470.69 ms [2021-12-03 03:49:50 main:574] : INFO : Epoch 2027 | loss: 0.0311468 | val_loss: 0.0311722 | Time: 1504.06 ms [2021-12-03 03:49:52 main:574] : INFO : Epoch 2028 | loss: 0.031144 | val_loss: 0.031167 | Time: 1507.41 ms [2021-12-03 03:49:53 main:574] : INFO : Epoch 2029 | loss: 0.0311435 | val_loss: 0.031169 | Time: 1478.97 ms [2021-12-03 03:49:55 main:574] : INFO : Epoch 2030 | loss: 0.0311443 | val_loss: 0.031165 | Time: 1538.89 ms [2021-12-03 03:49:56 main:574] : INFO : Epoch 2031 | loss: 0.0311494 | val_loss: 0.0311674 | Time: 1505.03 ms [2021-12-03 03:49:58 main:574] : INFO : Epoch 2032 | loss: 0.0311463 | val_loss: 0.0311703 | Time: 1450.73 ms [2021-12-03 03:49:59 main:574] : INFO : Epoch 2033 | loss: 0.0311446 | val_loss: 0.0311634 | Time: 1477.62 ms [2021-12-03 03:50:01 main:574] : INFO : Epoch 2034 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 1504.55 ms [2021-12-03 03:50:02 main:574] : INFO : Epoch 2035 | loss: 0.0311568 | val_loss: 0.0311651 | Time: 1503.98 ms [2021-12-03 03:50:04 main:574] : INFO : Epoch 2036 | loss: 0.0311561 | val_loss: 0.0311642 | Time: 1475.16 ms [2021-12-03 03:50:05 main:574] : INFO : Epoch 2037 | loss: 0.0311537 | val_loss: 0.0311666 | Time: 1491.04 ms [2021-12-03 03:50:07 main:574] : INFO : Epoch 2038 | loss: 0.031154 | val_loss: 0.0311641 | Time: 1509.27 ms [2021-12-03 03:50:08 main:574] : INFO : Epoch 2039 | loss: 0.0311536 | val_loss: 0.0311664 | Time: 1512.68 ms [2021-12-03 03:50:10 main:574] : INFO : Epoch 2040 | loss: 0.0311565 | val_loss: 0.0311655 | Time: 1508.9 ms [2021-12-03 03:50:11 main:574] : INFO : Epoch 2041 | loss: 0.0311515 | val_loss: 0.0311621 | Time: 1521.34 ms [2021-12-03 03:50:13 main:574] : INFO : Epoch 2042 | loss: 0.0311504 | val_loss: 0.0311642 | Time: 1488.81 ms [2021-12-03 03:50:14 main:574] : INFO : Epoch 2043 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 1507.4 ms [2021-12-03 03:50:16 main:574] : INFO : Epoch 2044 | loss: 0.0311479 | val_loss: 0.0311666 | Time: 1469.35 ms [2021-12-03 03:50:17 main:574] : INFO : Epoch 2045 | loss: 0.0311487 | val_loss: 0.0311664 | Time: 1521.93 ms [2021-12-03 03:50:19 main:574] : INFO : Epoch 2046 | loss: 0.0311503 | val_loss: 0.031164 | Time: 1498.62 ms [2021-12-03 03:50:20 main:574] : INFO : Epoch 2047 | loss: 0.0311478 | val_loss: 0.0311715 | Time: 1505.97 ms [2021-12-03 03:50:22 main:574] : INFO : Epoch 2048 | loss: 0.0311497 | val_loss: 0.0311661 | Time: 1540.67 ms [2021-12-03 03:50:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311661 [2021-12-03 03:50:22 main:603] : INFO : Saving end state to config to file [2021-12-03 03:50:22 main:608] : INFO : Success, exiting.. 03:50:22 (9436): 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)