Task 9381692
| Name | ParityModified-1636226714-20046-2-0_1 |
| Workunit | 6479258 |
| Created | 3 Dec 2021, 7:18:32 UTC |
| Sent | 3 Dec 2021, 8:12:03 UTC |
| Report deadline | 11 Dec 2021, 8:12:03 UTC |
| Received | 3 Dec 2021, 22:54:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 41 min 5 sec |
| CPU time | 1 hours 40 min 4 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 | 2.56 GB |
| Peak swap size | 4.29 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 8 main:574] : INFO : Epoch 1542 | loss: 0.031154 | val_loss: 0.0311698 | Time: 1524.67 ms [2021-12-03 22:41:00 main:574] : INFO : Epoch 1543 | loss: 0.0311533 | val_loss: 0.0311718 | Time: 1529.4 ms [2021-12-03 22:41:01 main:574] : INFO : Epoch 1544 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 1516.08 ms [2021-12-03 22:41:03 main:574] : INFO : Epoch 1545 | loss: 0.0311545 | val_loss: 0.031168 | Time: 1525.61 ms [2021-12-03 22:41:04 main:574] : INFO : Epoch 1546 | loss: 0.0311562 | val_loss: 0.03117 | Time: 1528.29 ms [2021-12-03 22:41:06 main:574] : INFO : Epoch 1547 | loss: 0.0311552 | val_loss: 0.0311698 | Time: 1510.21 ms [2021-12-03 22:41:07 main:574] : INFO : Epoch 1548 | loss: 0.0311572 | val_loss: 0.031166 | Time: 1510.97 ms [2021-12-03 22:41:09 main:574] : INFO : Epoch 1549 | loss: 0.0311558 | val_loss: 0.0311773 | Time: 1514.14 ms [2021-12-03 22:41:10 main:574] : INFO : Epoch 1550 | loss: 0.0311583 | val_loss: 0.0311669 | Time: 1541.31 ms [2021-12-03 22:41:12 main:574] : INFO : Epoch 1551 | loss: 0.0311584 | val_loss: 0.0311733 | Time: 1502.66 ms [2021-12-03 22:41:13 main:574] : INFO : Epoch 1552 | loss: 0.031159 | val_loss: 0.031168 | Time: 1528.03 ms [2021-12-03 22:41:15 main:574] : INFO : Epoch 1553 | loss: 0.0311552 | val_loss: 0.0311837 | Time: 1526.41 ms [2021-12-03 22:41:16 main:574] : INFO : Epoch 1554 | loss: 0.0311575 | val_loss: 0.0311733 | Time: 1513 ms [2021-12-03 22:41:18 main:574] : INFO : Epoch 1555 | loss: 0.0311547 | val_loss: 0.0311717 | Time: 1509.38 ms [2021-12-03 22:41:19 main:574] : INFO : Epoch 1556 | loss: 0.0311556 | val_loss: 0.0311687 | Time: 1534.78 ms [2021-12-03 22:41:21 main:574] : INFO : Epoch 1557 | loss: 0.0311588 | val_loss: 0.0311732 | Time: 1534.05 ms [2021-12-03 22:41:23 main:574] : INFO : Epoch 1558 | loss: 0.0311555 | val_loss: 0.0311709 | Time: 1520.63 ms [2021-12-03 22:41:24 main:574] : INFO : Epoch 1559 | loss: 0.0311537 | val_loss: 0.0311723 | Time: 1519.15 ms [2021-12-03 22:41:26 main:574] : INFO : Epoch 1560 | loss: 0.0311533 | val_loss: 0.0311677 | Time: 1525.32 ms [2021-12-03 22:41:27 main:574] : INFO : Epoch 1561 | loss: 0.0311499 | val_loss: 0.0311697 | Time: 1489.92 ms [2021-12-03 22:41:29 main:574] : INFO : Epoch 1562 | loss: 0.0311504 | val_loss: 0.0311698 | Time: 1547.48 ms [2021-12-03 22:41:30 main:574] : INFO : Epoch 1563 | loss: 0.0311557 | val_loss: 0.0311704 | Time: 1504.24 ms [2021-12-03 22:41:32 main:574] : INFO : Epoch 1564 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 1523.63 ms [2021-12-03 22:41:33 main:574] : INFO : Epoch 1565 | loss: 0.0311503 | val_loss: 0.0311678 | Time: 1511.29 ms [2021-12-03 22:41:35 main:574] : INFO : Epoch 1566 | loss: 0.0311491 | val_loss: 0.0311675 | Time: 1535.58 ms [2021-12-03 22:41:36 main:574] : INFO : Epoch 1567 | loss: 0.0311491 | val_loss: 0.0311708 | Time: 1509.05 ms [2021-12-03 22:41:38 main:574] : INFO : Epoch 1568 | loss: 0.0311547 | val_loss: 0.0311705 | Time: 1536.7 ms [2021-12-03 22:41:39 main:574] : INFO : Epoch 1569 | loss: 0.0311531 | val_loss: 0.0311688 | Time: 1554.69 ms [2021-12-03 22:41:41 main:574] : INFO : Epoch 1570 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 1522.91 ms [2021-12-03 22:41:42 main:574] : INFO : Epoch 1571 | loss: 0.0311519 | val_loss: 0.0311701 | Time: 1504.68 ms [2021-12-03 22:41:44 main:574] : INFO : Epoch 1572 | loss: 0.0311499 | val_loss: 0.0311674 | Time: 1521.6 ms [2021-12-03 22:41:45 main:574] : INFO : Epoch 1573 | loss: 0.0311493 | val_loss: 0.0311699 | Time: 1518.64 ms [2021-12-03 22:41:47 main:574] : INFO : Epoch 1574 | loss: 0.0311508 | val_loss: 0.031174 | Time: 1499.9 ms [2021-12-03 22:41:49 main:574] : INFO : Epoch 1575 | loss: 0.03115 | val_loss: 0.0311669 | Time: 1549.17 ms [2021-12-03 22:41:50 main:574] : INFO : Epoch 1576 | loss: 0.0311487 | val_loss: 0.0311666 | Time: 1524.53 ms [2021-12-03 22:41:52 main:574] : INFO : Epoch 1577 | loss: 0.0311497 | val_loss: 0.0311685 | Time: 1523.73 ms [2021-12-03 22:41:53 main:574] : INFO : Epoch 1578 | loss: 0.0311487 | val_loss: 0.0311676 | Time: 1544.43 ms [2021-12-03 22:41:55 main:574] : INFO : Epoch 1579 | loss: 0.0311477 | val_loss: 0.0311692 | Time: 1540.59 ms [2021-12-03 22:41:56 main:574] : INFO : Epoch 1580 | loss: 0.0311494 | val_loss: 0.0311698 | Time: 1516.41 ms [2021-12-03 22:41:58 main:574] : INFO : Epoch 1581 | loss: 0.0311497 | val_loss: 0.0311704 | Time: 1507.26 ms [2021-12-03 22:41:59 main:574] : INFO : Epoch 1582 | loss: 0.0311516 | val_loss: 0.0311725 | Time: 1513.78 ms [2021-12-03 22:42:01 main:574] : INFO : Epoch 1583 | loss: 0.031148 | val_loss: 0.0311701 | Time: 1544.36 ms [2021-12-03 22:42:02 main:574] : INFO : Epoch 1584 | loss: 0.0311487 | val_loss: 0.031174 | Time: 1512.52 ms [2021-12-03 22:42:04 main:574] : INFO : Epoch 1585 | loss: 0.031148 | val_loss: 0.0311678 | Time: 1532.54 ms [2021-12-03 22:42:05 main:574] : INFO : Epoch 1586 | loss: 0.0311472 | val_loss: 0.0311669 | Time: 1512.98 ms [2021-12-03 22:42:07 main:574] : INFO : Epoch 1587 | loss: 0.0311486 | val_loss: 0.03117 | Time: 1503.26 ms [2021-12-03 22:42:08 main:574] : INFO : Epoch 1588 | loss: 0.0311476 | val_loss: 0.0311661 | Time: 1555.67 ms [2021-12-03 22:42:10 main:574] : INFO : Epoch 1589 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 1524.29 ms [2021-12-03 22:42:11 main:574] : INFO : Epoch 1590 | loss: 0.031148 | val_loss: 0.0311661 | Time: 1521.95 ms [2021-12-03 22:42:13 main:574] : INFO : Epoch 1591 | loss: 0.0311489 | val_loss: 0.0311686 | Time: 1551.34 ms [2021-12-03 22:42:15 main:574] : INFO : Epoch 1592 | loss: 0.0311495 | val_loss: 0.0311687 | Time: 1511.9 ms [2021-12-03 22:42:16 main:574] : INFO : Epoch 1593 | loss: 0.0311493 | val_loss: 0.0311696 | Time: 1520.48 ms [2021-12-03 22:42:18 main:574] : INFO : Epoch 1594 | loss: 0.0311479 | val_loss: 0.0311673 | Time: 1524.11 ms [2021-12-03 22:42:19 main:574] : INFO : Epoch 1595 | loss: 0.0311485 | val_loss: 0.0311661 | Time: 1519.05 ms [2021-12-03 22:42:21 main:574] : INFO : Epoch 1596 | loss: 0.0311469 | val_loss: 0.0311664 | Time: 1537.38 ms [2021-12-03 22:42:22 main:574] : INFO : Epoch 1597 | loss: 0.0311459 | val_loss: 0.0311663 | Time: 1517.3 ms [2021-12-03 22:42:24 main:574] : INFO : Epoch 1598 | loss: 0.0311467 | val_loss: 0.0311708 | Time: 1511.15 ms [2021-12-03 22:42:25 main:574] : INFO : Epoch 1599 | loss: 0.0311466 | val_loss: 0.0311673 | Time: 1532.6 ms [2021-12-03 22:42:27 main:574] : INFO : Epoch 1600 | loss: 0.0311469 | val_loss: 0.0311682 | Time: 1529.73 ms [2021-12-03 22:42:28 main:574] : INFO : Epoch 1601 | loss: 0.0311467 | val_loss: 0.0311683 | Time: 1537.68 ms [2021-12-03 22:42:30 main:574] : INFO : Epoch 1602 | loss: 0.0311484 | val_loss: 0.0311685 | Time: 1521.48 ms [2021-12-03 22:42:31 main:574] : INFO : Epoch 1603 | loss: 0.0311459 | val_loss: 0.0311701 | Time: 1565.7 ms [2021-12-03 22:42:33 main:574] : INFO : Epoch 1604 | loss: 0.0311482 | val_loss: 0.0311814 | Time: 1517.24 ms [2021-12-03 22:42:34 main:574] : INFO : Epoch 1605 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 1516.76 ms [2021-12-03 22:42:36 main:574] : INFO : Epoch 1606 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 1519.04 ms [2021-12-03 22:42:38 main:574] : INFO : Epoch 1607 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 1520.25 ms [2021-12-03 22:42:39 main:574] : INFO : Epoch 1608 | loss: 0.0311519 | val_loss: 0.0311686 | Time: 1531.44 ms [2021-12-03 22:42:41 main:574] : INFO : Epoch 1609 | loss: 0.0311509 | val_loss: 0.0311743 | Time: 1533.2 ms [2021-12-03 22:42:42 main:574] : INFO : Epoch 1610 | loss: 0.03115 | val_loss: 0.0311702 | Time: 1521.82 ms [2021-12-03 22:42:44 main:574] : INFO : Epoch 1611 | loss: 0.0311492 | val_loss: 0.031168 | Time: 1551.22 ms [2021-12-03 22:42:45 main:574] : INFO : Epoch 1612 | loss: 0.0311544 | val_loss: 0.0311728 | Time: 1519.94 ms [2021-12-03 22:42:47 main:574] : INFO : Epoch 1613 | loss: 0.0311522 | val_loss: 0.0311665 | Time: 1520.91 ms [2021-12-03 22:42:48 main:574] : INFO : Epoch 1614 | loss: 0.0311494 | val_loss: 0.0311695 | Time: 1504.16 ms [2021-12-03 22:42:50 main:574] : INFO : Epoch 1615 | loss: 0.0311493 | val_loss: 0.0311654 | Time: 1519.55 ms [2021-12-03 22:42:51 main:574] : INFO : Epoch 1616 | loss: 0.0311493 | val_loss: 0.0311642 | Time: 1527.98 ms [2021-12-03 22:42:53 main:574] : INFO : Epoch 1617 | loss: 0.0311501 | val_loss: 0.031165 | Time: 1520.41 ms [2021-12-03 22:42:54 main:574] : INFO : Epoch 1618 | loss: 0.0311491 | val_loss: 0.0311678 | Time: 1520.83 ms [2021-12-03 22:42:56 main:574] : INFO : Epoch 1619 | loss: 0.031149 | val_loss: 0.031167 | Time: 1514.44 ms [2021-12-03 22:42:57 main:574] : INFO : Epoch 1620 | loss: 0.0311603 | val_loss: 0.0311718 | Time: 1492.85 ms [2021-12-03 22:42:59 main:574] : INFO : Epoch 1621 | loss: 0.0311612 | val_loss: 0.0311671 | Time: 1536.77 ms [2021-12-03 22:43:00 main:574] : INFO : Epoch 1622 | loss: 0.0311597 | val_loss: 0.0311652 | Time: 1537.39 ms [2021-12-03 22:43:02 main:574] : INFO : Epoch 1623 | loss: 0.0311549 | val_loss: 0.0311655 | Time: 1526.18 ms [2021-12-03 22:43:04 main:574] : INFO : Epoch 1624 | loss: 0.0311563 | val_loss: 0.0311708 | Time: 1505.29 ms [2021-12-03 22:43:05 main:574] : INFO : Epoch 1625 | loss: 0.0311563 | val_loss: 0.0311678 | Time: 1525.68 ms [2021-12-03 22:43:07 main:574] : INFO : Epoch 1626 | loss: 0.0311545 | val_loss: 0.031166 | Time: 1531.25 ms [2021-12-03 22:43:08 main:574] : INFO : Epoch 1627 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 1530.55 ms [2021-12-03 22:43:10 main:574] : INFO : Epoch 1628 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 1523.78 ms [2021-12-03 22:43:11 main:574] : INFO : Epoch 1629 | loss: 0.0311523 | val_loss: 0.0311715 | Time: 1516.98 ms [2021-12-03 22:43:13 main:574] : INFO : Epoch 1630 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 1536.84 ms [2021-12-03 22:43:14 main:574] : INFO : Epoch 1631 | loss: 0.0311509 | val_loss: 0.0311654 | Time: 1512.94 ms [2021-12-03 22:43:16 main:574] : INFO : Epoch 1632 | loss: 0.0311496 | val_loss: 0.0311659 | Time: 1520.45 ms [2021-12-03 22:43:17 main:574] : INFO : Epoch 1633 | loss: 0.0311505 | val_loss: 0.0311746 | Time: 1506.96 ms [2021-12-03 22:43:19 main:574] : INFO : Epoch 1634 | loss: 0.0311519 | val_loss: 0.0311663 | Time: 1515.13 ms [2021-12-03 22:43:20 main:574] : INFO : Epoch 1635 | loss: 0.0311497 | val_loss: 0.0311656 | Time: 1542.28 ms [2021-12-03 22:43:22 main:574] : INFO : Epoch 1636 | loss: 0.0311492 | val_loss: 0.031164 | Time: 1527.95 ms [2021-12-03 22:43:23 main:574] : INFO : Epoch 1637 | loss: 0.031148 | val_loss: 0.031172 | Time: 1507.22 ms [2021-12-03 22:43:25 main:574] : INFO : Epoch 1638 | loss: 0.0311482 | val_loss: 0.0311638 | Time: 1531.13 ms [2021-12-03 22:43:26 main:574] : INFO : Epoch 1639 | loss: 0.0311461 | val_loss: 0.031167 | Time: 1534.34 ms [2021-12-03 22:43:28 main:574] : INFO : Epoch 1640 | loss: 0.0311485 | val_loss: 0.03117 | Time: 1546.84 ms [2021-12-03 22:43:30 main:574] : INFO : Epoch 1641 | loss: 0.0311499 | val_loss: 0.031168 | Time: 1506.92 ms [2021-12-03 22:43:31 main:574] : INFO : Epoch 1642 | loss: 0.0311505 | val_loss: 0.031166 | Time: 1508.94 ms [2021-12-03 22:43:33 main:574] : INFO : Epoch 1643 | loss: 0.0311532 | val_loss: 0.0311636 | Time: 1519.53 ms [2021-12-03 22:43:34 main:574] : INFO : Epoch 1644 | loss: 0.0311486 | val_loss: 0.0311661 | Time: 1520.3 ms [2021-12-03 22:43:36 main:574] : INFO : Epoch 1645 | loss: 0.0311495 | val_loss: 0.0311619 | Time: 1506.36 ms [2021-12-03 22:43:37 main:574] : INFO : Epoch 1646 | loss: 0.0311506 | val_loss: 0.0311789 | Time: 1509.71 ms [2021-12-03 22:43:39 main:574] : INFO : Epoch 1647 | loss: 0.0311508 | val_loss: 0.0311638 | Time: 1506.21 ms [2021-12-03 22:43:40 main:574] : INFO : Epoch 1648 | loss: 0.0311487 | val_loss: 0.031166 | Time: 1516 ms [2021-12-03 22:43:42 main:574] : INFO : Epoch 1649 | loss: 0.0311485 | val_loss: 0.0311645 | Time: 1550.59 ms [2021-12-03 22:43:43 main:574] : INFO : Epoch 1650 | loss: 0.0311471 | val_loss: 0.0311653 | Time: 1543.88 ms [2021-12-03 22:43:45 main:574] : INFO : Epoch 1651 | loss: 0.0311486 | val_loss: 0.0311661 | Time: 1536.33 ms [2021-12-03 22:43:46 main:574] : INFO : Epoch 1652 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 1522.69 ms [2021-12-03 22:43:48 main:574] : INFO : Epoch 1653 | loss: 0.0311497 | val_loss: 0.0311671 | Time: 1508.93 ms [2021-12-03 22:43:49 main:574] : INFO : Epoch 1654 | loss: 0.0311471 | val_loss: 0.0311646 | Time: 1519.19 ms [2021-12-03 22:43:51 main:574] : INFO : Epoch 1655 | loss: 0.0311472 | val_loss: 0.0311669 | Time: 1572.45 ms [2021-12-03 22:43:53 main:574] : INFO : Epoch 1656 | loss: 0.0311462 | val_loss: 0.0311689 | Time: 1503.86 ms [2021-12-03 22:43:54 main:574] : INFO : Epoch 1657 | loss: 0.0311485 | val_loss: 0.0311655 | Time: 1526.72 ms [2021-12-03 22:43:56 main:574] : INFO : Epoch 1658 | loss: 0.031152 | val_loss: 0.0311676 | Time: 1533.1 ms [2021-12-03 22:43:57 main:574] : INFO : Epoch 1659 | loss: 0.0311509 | val_loss: 0.0311673 | Time: 1534.94 ms [2021-12-03 22:43:59 main:574] : INFO : Epoch 1660 | loss: 0.0311513 | val_loss: 0.0311676 | Time: 1515.02 ms [2021-12-03 22:44:00 main:574] : INFO : Epoch 1661 | loss: 0.0311616 | val_loss: 0.0311683 | Time: 1538.14 ms [2021-12-03 22:44:02 main:574] : INFO : Epoch 1662 | loss: 0.0311592 | val_loss: 0.0311644 | Time: 1524.84 ms [2021-12-03 22:44:03 main:574] : INFO : Epoch 1663 | loss: 0.0311581 | val_loss: 0.0311642 | Time: 1535.88 ms [2021-12-03 22:44:05 main:574] : INFO : Epoch 1664 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 1525.04 ms [2021-12-03 22:44:06 main:574] : INFO : Epoch 1665 | loss: 0.0311607 | val_loss: 0.0311632 | Time: 1507.15 ms [2021-12-03 22:44:08 main:574] : INFO : Epoch 1666 | loss: 0.031158 | val_loss: 0.0311625 | Time: 1532.61 ms [2021-12-03 22:44:09 main:574] : INFO : Epoch 1667 | loss: 0.0311552 | val_loss: 0.031161 | Time: 1534.77 ms [2021-12-03 22:44:11 main:574] : INFO : Epoch 1668 | loss: 0.031154 | val_loss: 0.0311606 | Time: 1521 ms [2021-12-03 22:44:12 main:574] : INFO : Epoch 1669 | loss: 0.0311568 | val_loss: 0.0311639 | Time: 1521.63 ms [2021-12-03 22:44:14 main:574] : INFO : Epoch 1670 | loss: 0.0311557 | val_loss: 0.0311639 | Time: 1566.31 ms [2021-12-03 22:44:16 main:574] : INFO : Epoch 1671 | loss: 0.0311491 | val_loss: 0.0311598 | Time: 1525.79 ms [2021-12-03 22:44:17 main:574] : INFO : Epoch 1672 | loss: 0.0311531 | val_loss: 0.031159 | Time: 1521.86 ms [2021-12-03 22:44:19 main:574] : INFO : Epoch 1673 | loss: 0.031153 | val_loss: 0.0311609 | Time: 1510.37 ms [2021-12-03 22:44:20 main:574] : INFO : Epoch 1674 | loss: 0.0311521 | val_loss: 0.0311612 | Time: 1539.52 ms [2021-12-03 22:44:22 main:574] : INFO : Epoch 1675 | loss: 0.0311511 | val_loss: 0.0311589 | Time: 1514.17 ms [2021-12-03 22:44:23 main:574] : INFO : Epoch 1676 | loss: 0.0311517 | val_loss: 0.0311587 | Time: 1510.72 ms [2021-12-03 22:44:25 main:574] : INFO : Epoch 1677 | loss: 0.0311513 | val_loss: 0.0311616 | Time: 1515.58 ms [2021-12-03 22:44:26 main:574] : INFO : Epoch 1678 | loss: 0.0311501 | val_loss: 0.0311589 | Time: 1508.48 ms [2021-12-03 22:44:28 main:574] : INFO : Epoch 1679 | loss: 0.03115 | val_loss: 0.0311584 | Time: 1547.02 ms [2021-12-03 22:44:29 main:574] : INFO : Epoch 1680 | loss: 0.0311465 | val_loss: 0.0311593 | Time: 1540.77 ms [2021-12-03 22:44:31 main:574] : INFO : Epoch 1681 | loss: 0.0311495 | val_loss: 0.0311575 | Time: 1520.53 ms [2021-12-03 22:44:32 main:574] : INFO : Epoch 1682 | loss: 0.031149 | val_loss: 0.0311616 | Time: 1527.4 ms [2021-12-03 22:44:34 main:574] : INFO : Epoch 1683 | loss: 0.0311507 | val_loss: 0.0311562 | Time: 1512.13 ms [2021-12-03 22:44:35 main:574] : INFO : Epoch 1684 | loss: 0.0311476 | val_loss: 0.0311563 | Time: 1508.84 ms [2021-12-03 22:44:37 main:574] : INFO : Epoch 1685 | loss: 0.0311477 | val_loss: 0.0311662 | Time: 1528.02 ms [2021-12-03 22:44:39 main:574] : INFO : Epoch 1686 | loss: 0.0311537 | val_loss: 0.0311543 | Time: 1522.66 ms [2021-12-03 22:44:40 main:574] : INFO : Epoch 1687 | loss: 0.0311517 | val_loss: 0.0311568 | Time: 1528.87 ms [2021-12-03 22:44:42 main:574] : INFO : Epoch 1688 | loss: 0.0311515 | val_loss: 0.0311571 | Time: 1539.37 ms [2021-12-03 22:44:43 main:574] : INFO : Epoch 1689 | loss: 0.0311478 | val_loss: 0.0311639 | Time: 1528.33 ms [2021-12-03 22:44:45 main:574] : INFO : Epoch 1690 | loss: 0.0311485 | val_loss: 0.0311549 | Time: 1520.42 ms [2021-12-03 22:44:46 main:574] : INFO : Epoch 1691 | loss: 0.0311469 | val_loss: 0.0311561 | Time: 1519.82 ms [2021-12-03 22:44:48 main:574] : INFO : Epoch 1692 | loss: 0.0311447 | val_loss: 0.0311693 | Time: 1531.14 ms [2021-12-03 22:44:49 main:574] : INFO : Epoch 1693 | loss: 0.0311473 | val_loss: 0.0311598 | Time: 1512.5 ms [2021-12-03 22:44:51 main:574] : INFO : Epoch 1694 | loss: 0.0311455 | val_loss: 0.0311611 | Time: 1528.58 ms [2021-12-03 22:44:52 main:574] : INFO : Epoch 1695 | loss: 0.0311465 | val_loss: 0.031159 | Time: 1520.04 ms [2021-12-03 22:44:54 main:574] : INFO : Epoch 1696 | loss: 0.0311442 | val_loss: 0.0311584 | Time: 1536.83 ms [2021-12-03 22:44:55 main:574] : INFO : Epoch 1697 | loss: 0.0311444 | val_loss: 0.03116 | Time: 1545.59 ms [2021-12-03 22:44:57 main:574] : INFO : Epoch 1698 | loss: 0.0311484 | val_loss: 0.0311573 | Time: 1517.43 ms [2021-12-03 22:44:58 main:574] : INFO : Epoch 1699 | loss: 0.0311426 | val_loss: 0.0311581 | Time: 1537.44 ms [2021-12-03 22:45:00 main:574] : INFO : Epoch 1700 | loss: 0.031143 | val_loss: 0.0311589 | Time: 1532.49 ms [2021-12-03 22:45:02 main:574] : INFO : Epoch 1701 | loss: 0.0311428 | val_loss: 0.031156 | Time: 1535.87 ms [2021-12-03 22:45:03 main:574] : INFO : Epoch 1702 | loss: 0.0311416 | val_loss: 0.0311577 | Time: 1513.47 ms [2021-12-03 22:45:05 main:574] : INFO : Epoch 1703 | loss: 0.0311426 | val_loss: 0.0311578 | Time: 1535.4 ms [2021-12-03 22:45:06 main:574] : INFO : Epoch 1704 | loss: 0.0311429 | val_loss: 0.0311595 | Time: 1514.09 ms [2021-12-03 22:45:08 main:574] : INFO : Epoch 1705 | loss: 0.0311424 | val_loss: 0.0311676 | Time: 1524.53 ms [2021-12-03 22:45:09 main:574] : INFO : Epoch 1706 | loss: 0.0311422 | val_loss: 0.0311651 | Time: 1509.15 ms [2021-12-03 22:45:11 main:574] : INFO : Epoch 1707 | loss: 0.0311441 | val_loss: 0.0311624 | Time: 1508.25 ms [2021-12-03 22:45:12 main:574] : INFO : Epoch 1708 | loss: 0.0311447 | val_loss: 0.0311607 | Time: 1518.12 ms [2021-12-03 22:45:14 main:574] : INFO : Epoch 1709 | loss: 0.0311432 | val_loss: 0.0311665 | Time: 1537.8 ms [2021-12-03 22:45:15 main:574] : INFO : Epoch 1710 | loss: 0.031144 | val_loss: 0.0311626 | Time: 1527.09 ms [2021-12-03 22:45:17 main:574] : INFO : Epoch 1711 | loss: 0.0311405 | val_loss: 0.0311603 | Time: 1524.92 ms [2021-12-03 22:45:18 main:574] : INFO : Epoch 1712 | loss: 0.0311449 | val_loss: 0.0311643 | Time: 1555.53 ms [2021-12-03 22:45:20 main:574] : INFO : Epoch 1713 | loss: 0.0311402 | val_loss: 0.0311693 | Time: 1540.4 ms [2021-12-03 22:45:21 main:574] : INFO : Epoch 1714 | loss: 0.031142 | val_loss: 0.0311572 | Time: 1512.39 ms [2021-12-03 22:45:23 main:574] : INFO : Epoch 1715 | loss: 0.0311393 | val_loss: 0.0311602 | Time: 1507.77 ms [2021-12-03 22:45:25 main:574] : INFO : Epoch 1716 | loss: 0.0311402 | val_loss: 0.031159 | Time: 1536.19 ms [2021-12-03 22:45:26 main:574] : INFO : Epoch 1717 | loss: 0.0311389 | val_loss: 0.0311587 | Time: 1498.33 ms [2021-12-03 22:45:28 main:574] : INFO : Epoch 1718 | loss: 0.0311375 | val_loss: 0.0311547 | Time: 1510.33 ms [2021-12-03 22:45:29 main:574] : INFO : Epoch 1719 | loss: 0.0311391 | val_loss: 0.0311553 | Time: 1511.38 ms [2021-12-03 22:45:31 main:574] : INFO : Epoch 1720 | loss: 0.0311423 | val_loss: 0.0311568 | Time: 1530.71 ms [2021-12-03 22:45:32 main:574] : INFO : Epoch 1721 | loss: 0.0311423 | val_loss: 0.0311569 | Time: 1545.75 ms [2021-12-03 22:45:34 main:574] : INFO : Epoch 1722 | loss: 0.0311394 | val_loss: 0.0311565 | Time: 1533.88 ms [2021-12-03 22:45:35 main:574] : INFO : Epoch 1723 | loss: 0.0311379 | val_loss: 0.0311591 | Time: 1513.8 ms [2021-12-03 22:45:37 main:574] : INFO : Epoch 1724 | loss: 0.0311372 | val_loss: 0.0311599 | Time: 1518.95 ms [2021-12-03 22:45:38 main:574] : INFO : Epoch 1725 | loss: 0.0311372 | val_loss: 0.0311606 | Time: 1525.76 ms [2021-12-03 22:45:40 main:574] : INFO : Epoch 1726 | loss: 0.0311359 | val_loss: 0.0311595 | Time: 1527.55 ms [2021-12-03 22:45:41 main:574] : INFO : Epoch 1727 | loss: 0.0311368 | val_loss: 0.0311617 | Time: 1525.32 ms [2021-12-03 22:45:43 main:574] : INFO : Epoch 1728 | loss: 0.0311411 | val_loss: 0.0311576 | Time: 1542.71 ms [2021-12-03 22:45:44 main:574] : INFO : Epoch 1729 | loss: 0.0311404 | val_loss: 0.0311591 | Time: 1555.8 ms [2021-12-03 22:45:46 main:574] : INFO : Epoch 1730 | loss: 0.0311407 | val_loss: 0.0311577 | Time: 1494.9 ms [2021-12-03 22:45:47 main:574] : INFO : Epoch 1731 | loss: 0.0311375 | val_loss: 0.0311556 | Time: 1509.47 ms [2021-12-03 22:45:49 main:574] : INFO : Epoch 1732 | loss: 0.0311377 | val_loss: 0.0311544 | Time: 1528.75 ms [2021-12-03 22:45:51 main:574] : INFO : Epoch 1733 | loss: 0.0311388 | val_loss: 0.0311574 | Time: 1526.69 ms [2021-12-03 22:45:52 main:574] : INFO : Epoch 1734 | loss: 0.03114 | val_loss: 0.0311643 | Time: 1506.61 ms [2021-12-03 22:45:54 main:574] : INFO : Epoch 1735 | loss: 0.0311396 | val_loss: 0.0311636 | Time: 1516.48 ms [2021-12-03 22:45:55 main:574] : INFO : Epoch 1736 | loss: 0.0311417 | val_loss: 0.0311574 | Time: 1524.37 ms [2021-12-03 22:45:57 main:574] : INFO : Epoch 1737 | loss: 0.0311387 | val_loss: 0.0311585 | Time: 1516.6 ms [2021-12-03 22:45:58 main:574] : INFO : Epoch 1738 | loss: 0.0311391 | val_loss: 0.0311602 | Time: 1532.09 ms [2021-12-03 22:46:00 main:574] : INFO : Epoch 1739 | loss: 0.0311376 | val_loss: 0.0311581 | Time: 1536.73 ms [2021-12-03 22:46:01 main:574] : INFO : Epoch 1740 | loss: 0.0311378 | val_loss: 0.0311601 | Time: 1510.54 ms [2021-12-03 22:46:03 main:574] : INFO : Epoch 1741 | loss: 0.0311463 | val_loss: 0.0311663 | Time: 1535.41 ms [2021-12-03 22:46:04 main:574] : INFO : Epoch 1742 | loss: 0.0311393 | val_loss: 0.0311571 | Time: 1533.48 ms [2021-12-03 22:46:06 main:574] : INFO : Epoch 1743 | loss: 0.0311411 | val_loss: 0.0311653 | Time: 1526.81 ms [2021-12-03 22:46:07 main:574] : INFO : Epoch 1744 | loss: 0.0311386 | val_loss: 0.0311554 | Time: 1520.89 ms [2021-12-03 22:46:09 main:574] : INFO : Epoch 1745 | loss: 0.0311375 | val_loss: 0.0311573 | Time: 1566.93 ms [2021-12-03 22:46:10 main:574] : INFO : Epoch 1746 | loss: 0.031138 | val_loss: 0.0311604 | Time: 1516.46 ms [2021-12-03 22:46:12 main:574] : INFO : Epoch 1747 | loss: 0.0311382 | val_loss: 0.0311552 | Time: 1540.72 ms [2021-12-03 22:46:14 main:574] : INFO : Epoch 1748 | loss: 0.0311376 | val_loss: 0.0311642 | Time: 1553.22 ms [2021-12-03 22:46:15 main:574] : INFO : Epoch 1749 | loss: 0.0311371 | val_loss: 0.0311579 | Time: 1522.39 ms [2021-12-03 22:46:17 main:574] : INFO : Epoch 1750 | loss: 0.0311363 | val_loss: 0.0311565 | Time: 1522.13 ms [2021-12-03 22:46:18 main:574] : INFO : Epoch 1751 | loss: 0.0311345 | val_loss: 0.0311569 | Time: 1510.85 ms [2021-12-03 22:46:20 main:574] : INFO : Epoch 1752 | loss: 0.031135 | val_loss: 0.0311603 | Time: 1529.47 ms [2021-12-03 22:46:21 main:574] : INFO : Epoch 1753 | loss: 0.0311332 | val_loss: 0.0311608 | Time: 1506.6 ms [2021-12-03 22:46:23 main:574] : INFO : Epoch 1754 | loss: 0.0311353 | val_loss: 0.0311628 | Time: 1522.54 ms [2021-12-03 22:46:24 main:574] : INFO : Epoch 1755 | loss: 0.0311358 | val_loss: 0.0311612 | Time: 1568.9 ms [2021-12-03 22:46:26 main:574] : INFO : Epoch 1756 | loss: 0.0311342 | val_loss: 0.0311581 | Time: 1523.09 ms [2021-12-03 22:46:27 main:574] : INFO : Epoch 1757 | loss: 0.0311341 | val_loss: 0.0311591 | Time: 1519.35 ms [2021-12-03 22:46:29 main:574] : INFO : Epoch 1758 | loss: 0.0311343 | val_loss: 0.0311561 | Time: 1515.99 ms [2021-12-03 22:46:30 main:574] : INFO : Epoch 1759 | loss: 0.0311355 | val_loss: 0.0311572 | Time: 1512.13 ms [2021-12-03 22:46:32 main:574] : INFO : Epoch 1760 | loss: 0.0311364 | val_loss: 0.0311551 | Time: 1531.31 ms [2021-12-03 22:46:33 main:574] : INFO : Epoch 1761 | loss: 0.031134 | val_loss: 0.031158 | Time: 1518.07 ms [2021-12-03 22:46:35 main:574] : INFO : Epoch 1762 | loss: 0.0311339 | val_loss: 0.0311585 | Time: 1518.96 ms [2021-12-03 22:46:37 main:574] : INFO : Epoch 1763 | loss: 0.0311349 | val_loss: 0.031157 | Time: 1569.28 ms [2021-12-03 22:46:38 main:574] : INFO : Epoch 1764 | loss: 0.0311332 | val_loss: 0.0311592 | Time: 1548.97 ms [2021-12-03 22:46:40 main:574] : INFO : Epoch 1765 | loss: 0.0311331 | val_loss: 0.0311555 | Time: 1526.73 ms [2021-12-03 22:46:41 main:574] : INFO : Epoch 1766 | loss: 0.0311363 | val_loss: 0.0311632 | Time: 1517.13 ms [2021-12-03 22:46:43 main:574] : INFO : Epoch 1767 | loss: 0.0311349 | val_loss: 0.0311565 | Time: 1536.44 ms [2021-12-03 22:46:44 main:574] : INFO : Epoch 1768 | loss: 0.0311336 | val_loss: 0.0311598 | Time: 1544.75 ms [2021-12-03 22:46:46 main:574] : INFO : Epoch 1769 | loss: 0.0311332 | val_loss: 0.0311618 | Time: 1526.57 ms [2021-12-03 22:46:47 main:574] : INFO : Epoch 1770 | loss: 0.0311366 | val_loss: 0.0311623 | Time: 1525.51 ms [2021-12-03 22:46:49 main:574] : INFO : Epoch 1771 | loss: 0.0311402 | val_loss: 0.0311616 | Time: 1536.1 ms [2021-12-03 22:46:50 main:574] : INFO : Epoch 1772 | loss: 0.0311346 | val_loss: 0.0311552 | Time: 1511.4 ms [2021-12-03 22:46:52 main:574] : INFO : Epoch 1773 | loss: 0.0311321 | val_loss: 0.0311577 | Time: 1511.48 ms [2021-12-03 22:46:53 main:574] : INFO : Epoch 1774 | loss: 0.0311328 | val_loss: 0.0311642 | Time: 1513.73 ms [2021-12-03 22:46:55 main:574] : INFO : Epoch 1775 | loss: 0.0311332 | val_loss: 0.0311573 | Time: 1523.85 ms [2021-12-03 22:46:57 main:574] : INFO : Epoch 1776 | loss: 0.0311332 | val_loss: 0.0311551 | Time: 1523.77 ms [2021-12-03 22:46:58 main:574] : INFO : Epoch 1777 | loss: 0.0311326 | val_loss: 0.0311599 | Time: 1533.37 ms [2021-12-03 22:47:00 main:574] : INFO : Epoch 1778 | loss: 0.0311354 | val_loss: 0.0311625 | Time: 1517.12 ms [2021-12-03 22:47:01 main:574] : INFO : Epoch 1779 | loss: 0.0311374 | val_loss: 0.0311667 | Time: 1517 ms [2021-12-03 22:47:03 main:574] : INFO : Epoch 1780 | loss: 0.031138 | val_loss: 0.0311617 | Time: 1558.92 ms [2021-12-03 22:47:04 main:574] : INFO : Epoch 1781 | loss: 0.0311361 | val_loss: 0.0311581 | Time: 1549.43 ms [2021-12-03 22:47:06 main:574] : INFO : Epoch 1782 | loss: 0.0311347 | val_loss: 0.0311586 | Time: 1528.04 ms [2021-12-03 22:47:07 main:574] : INFO : Epoch 1783 | loss: 0.0311349 | val_loss: 0.031161 | Time: 1521.15 ms [2021-12-03 22:47:09 main:574] : INFO : Epoch 1784 | loss: 0.0311353 | val_loss: 0.0311565 | Time: 1524.78 ms [2021-12-03 22:47:10 main:574] : INFO : Epoch 1785 | loss: 0.0311353 | val_loss: 0.0311554 | Time: 1505.72 ms [2021-12-03 22:47:12 main:574] : INFO : Epoch 1786 | loss: 0.0311355 | val_loss: 0.0311606 | Time: 1519.74 ms [2021-12-03 22:47:13 main:574] : INFO : Epoch 1787 | loss: 0.0311323 | val_loss: 0.0311615 | Time: 1520.63 ms [2021-12-03 22:47:15 main:574] : INFO : Epoch 1788 | loss: 0.0311337 | val_loss: 0.031162 | Time: 1563.25 ms [2021-12-03 22:47:16 main:574] : INFO : Epoch 1789 | loss: 0.0311331 | val_loss: 0.0311582 | Time: 1513.15 ms [2021-12-03 22:47:18 main:574] : INFO : Epoch 1790 | loss: 0.0311329 | val_loss: 0.0311581 | Time: 1520.16 ms [2021-12-03 22:47:20 main:574] : INFO : Epoch 1791 | loss: 0.0311341 | val_loss: 0.031159 | Time: 1534.36 ms [2021-12-03 22:47:21 main:574] : INFO : Epoch 1792 | loss: 0.0311312 | val_loss: 0.0311634 | Time: 1536.67 ms [2021-12-03 22:47:23 main:574] : INFO : Epoch 1793 | loss: 0.0311332 | val_loss: 0.0311647 | Time: 1526.88 ms [2021-12-03 22:47:24 main:574] : INFO : Epoch 1794 | loss: 0.0311366 | val_loss: 0.0311632 | Time: 1535.97 ms [2021-12-03 22:47:26 main:574] : INFO : Epoch 1795 | loss: 0.0311382 | val_loss: 0.0311706 | Time: 1523.2 ms [2021-12-03 22:47:27 main:574] : INFO : Epoch 1796 | loss: 0.0311365 | val_loss: 0.0311562 | Time: 1510.95 ms [2021-12-03 22:47:29 main:574] : INFO : Epoch 1797 | loss: 0.0311383 | val_loss: 0.0311541 | Time: 1537.78 ms [2021-12-03 22:47:30 main:574] : INFO : Epoch 1798 | loss: 0.031139 | val_loss: 0.0311614 | Time: 1534 ms [2021-12-03 22:47:32 main:574] : INFO : Epoch 1799 | loss: 0.0311361 | val_loss: 0.0311578 | Time: 1519.37 ms [2021-12-03 22:47:33 main:574] : INFO : Epoch 1800 | loss: 0.0311359 | val_loss: 0.0311536 | Time: 1522.7 ms [2021-12-03 22:47:35 main:574] : INFO : Epoch 1801 | loss: 0.0311376 | val_loss: 0.0311558 | Time: 1529.82 ms [2021-12-03 22:47:36 main:574] : INFO : Epoch 1802 | loss: 0.0311354 | val_loss: 0.0311615 | Time: 1529.67 ms [2021-12-03 22:47:38 main:574] : INFO : Epoch 1803 | loss: 0.0311365 | val_loss: 0.031156 | Time: 1521 ms [2021-12-03 22:47:40 main:574] : INFO : Epoch 1804 | loss: 0.0311361 | val_loss: 0.0311562 | Time: 1556.03 ms [2021-12-03 22:47:41 main:574] : INFO : Epoch 1805 | loss: 0.0311371 | val_loss: 0.0311566 | Time: 1538.7 ms [2021-12-03 22:47:43 main:574] : INFO : Epoch 1806 | loss: 0.0311394 | val_loss: 0.0311589 | Time: 1526.12 ms [2021-12-03 22:47:44 main:574] : INFO : Epoch 1807 | loss: 0.0311318 | val_loss: 0.0311594 | Time: 1515.49 ms [2021-12-03 22:47:46 main:574] : INFO : Epoch 1808 | loss: 0.0311319 | val_loss: 0.0311633 | Time: 1519.36 ms [2021-12-03 22:47:47 main:574] : INFO : Epoch 1809 | loss: 0.031133 | val_loss: 0.03116 | Time: 1527.29 ms [2021-12-03 22:47:49 main:574] : INFO : Epoch 1810 | loss: 0.0311347 | val_loss: 0.031158 | Time: 1532.55 ms [2021-12-03 22:47:50 main:574] : INFO : Epoch 1811 | loss: 0.0311347 | val_loss: 0.0311595 | Time: 1553.72 ms [2021-12-03 22:47:52 main:574] : INFO : Epoch 1812 | loss: 0.0311358 | val_loss: 0.0311582 | Time: 1504.74 ms [2021-12-03 22:47:53 main:574] : INFO : Epoch 1813 | loss: 0.0311354 | val_loss: 0.0311585 | Time: 1509.52 ms [2021-12-03 22:47:55 main:574] : INFO : Epoch 1814 | loss: 0.0311348 | val_loss: 0.0311622 | Time: 1524.81 ms [2021-12-03 22:47:56 main:574] : INFO : Epoch 1815 | loss: 0.0311359 | val_loss: 0.0311578 | Time: 1514.57 ms [2021-12-03 22:47:58 main:574] : INFO : Epoch 1816 | loss: 0.0311333 | val_loss: 0.0311645 | Time: 1540.38 ms [2021-12-03 22:47:59 main:574] : INFO : Epoch 1817 | loss: 0.0311321 | val_loss: 0.031158 | Time: 1542.92 ms [2021-12-03 22:48:01 main:574] : INFO : Epoch 1818 | loss: 0.0311301 | val_loss: 0.0311564 | Time: 1525.84 ms [2021-12-03 22:48:03 main:574] : INFO : Epoch 1819 | loss: 0.0311389 | val_loss: 0.0311549 | Time: 1528.91 ms [2021-12-03 22:48:04 main:574] : INFO : Epoch 1820 | loss: 0.0311409 | val_loss: 0.0311645 | Time: 1515.36 ms [2021-12-03 22:48:06 main:574] : INFO : Epoch 1821 | loss: 0.0311349 | val_loss: 0.0311574 | Time: 1556.48 ms [2021-12-03 22:48:07 main:574] : INFO : Epoch 1822 | loss: 0.0311322 | val_loss: 0.0311591 | Time: 1520.64 ms [2021-12-03 22:48:09 main:574] : INFO : Epoch 1823 | loss: 0.0311339 | val_loss: 0.0311597 | Time: 1528.1 ms [2021-12-03 22:48:10 main:574] : INFO : Epoch 1824 | loss: 0.0311321 | val_loss: 0.0311571 | Time: 1521.57 ms [2021-12-03 22:48:12 main:574] : INFO : Epoch 1825 | loss: 0.0311326 | val_loss: 0.0311583 | Time: 1534.21 ms [2021-12-03 22:48:13 main:574] : INFO : Epoch 1826 | loss: 0.031131 | val_loss: 0.0311579 | Time: 1522.45 ms [2021-12-03 22:48:15 main:574] : INFO : Epoch 1827 | loss: 0.031132 | val_loss: 0.0311573 | Time: 1525.36 ms [2021-12-03 22:48:16 main:574] : INFO : Epoch 1828 | loss: 0.0311298 | val_loss: 0.0311618 | Time: 1526.71 ms [2021-12-03 22:48:18 main:574] : INFO : Epoch 1829 | loss: 0.0311294 | val_loss: 0.0311565 | Time: 1505.55 ms [2021-12-03 22:48:19 main:574] : INFO : Epoch 1830 | loss: 0.0311295 | val_loss: 0.0311596 | Time: 1532.83 ms [2021-12-03 22:48:21 main:574] : INFO : Epoch 1831 | loss: 0.0311302 | val_loss: 0.0311639 | Time: 1510.14 ms [2021-12-03 22:48:22 main:574] : INFO : Epoch 1832 | loss: 0.0311293 | val_loss: 0.0311627 | Time: 1507.51 ms [2021-12-03 22:48:24 main:574] : INFO : Epoch 1833 | loss: 0.0311323 | val_loss: 0.0311583 | Time: 1537.01 ms [2021-12-03 22:48:25 main:574] : INFO : Epoch 1834 | loss: 0.031135 | val_loss: 0.0311576 | Time: 1522.41 ms [2021-12-03 22:48:27 main:574] : INFO : Epoch 1835 | loss: 0.031131 | val_loss: 0.0311568 | Time: 1541.46 ms [2021-12-03 22:48:29 main:574] : INFO : Epoch 1836 | loss: 0.0311309 | val_loss: 0.031157 | Time: 1536.28 ms [2021-12-03 22:48:30 main:574] : INFO : Epoch 1837 | loss: 0.03113 | val_loss: 0.0311561 | Time: 1514.78 ms [2021-12-03 22:48:32 main:574] : INFO : Epoch 1838 | loss: 0.031129 | val_loss: 0.03116 | Time: 1510.14 ms [2021-12-03 22:48:33 main:574] : INFO : Epoch 1839 | loss: 0.0311287 | val_loss: 0.0311575 | Time: 1527.25 ms [2021-12-03 22:48:35 main:574] : INFO : Epoch 1840 | loss: 0.0311294 | val_loss: 0.0311581 | Time: 1528.72 ms [2021-12-03 22:48:36 main:574] : INFO : Epoch 1841 | loss: 0.0311307 | val_loss: 0.0311583 | Time: 1523.98 ms [2021-12-03 22:48:38 main:574] : INFO : Epoch 1842 | loss: 0.0311316 | val_loss: 0.0311582 | Time: 1516.64 ms [2021-12-03 22:48:39 main:574] : INFO : Epoch 1843 | loss: 0.0311304 | val_loss: 0.03116 | Time: 1521.8 ms [2021-12-03 22:48:41 main:574] : INFO : Epoch 1844 | loss: 0.0311295 | val_loss: 0.0311589 | Time: 1508.78 ms [2021-12-03 22:48:42 main:574] : INFO : Epoch 1845 | loss: 0.0311286 | val_loss: 0.03116 | Time: 1524.91 ms [2021-12-03 22:48:44 main:574] : INFO : Epoch 1846 | loss: 0.0311285 | val_loss: 0.031157 | Time: 1514.6 ms [2021-12-03 22:48:45 main:574] : INFO : Epoch 1847 | loss: 0.0311291 | val_loss: 0.0311585 | Time: 1515.46 ms [2021-12-03 22:48:47 main:574] : INFO : Epoch 1848 | loss: 0.03113 | val_loss: 0.0311593 | Time: 1456.15 ms [2021-12-03 22:48:48 main:574] : INFO : Epoch 1849 | loss: 0.03113 | val_loss: 0.0311605 | Time: 1419.5 ms [2021-12-03 22:48:50 main:574] : INFO : Epoch 1850 | loss: 0.0311331 | val_loss: 0.0311588 | Time: 1418.32 ms [2021-12-03 22:48:51 main:574] : INFO : Epoch 1851 | loss: 0.0311333 | val_loss: 0.0311579 | Time: 1407.27 ms [2021-12-03 22:48:52 main:574] : INFO : Epoch 1852 | loss: 0.0311303 | val_loss: 0.0311538 | Time: 1408.16 ms [2021-12-03 22:48:54 main:574] : INFO : Epoch 1853 | loss: 0.0311332 | val_loss: 0.0311581 | Time: 1402.16 ms [2021-12-03 22:48:55 main:574] : INFO : Epoch 1854 | loss: 0.0311399 | val_loss: 0.0311531 | Time: 1416.23 ms [2021-12-03 22:48:57 main:574] : INFO : Epoch 1855 | loss: 0.0311399 | val_loss: 0.0311554 | Time: 1415.64 ms [2021-12-03 22:48:58 main:574] : INFO : Epoch 1856 | loss: 0.0311371 | val_loss: 0.0311617 | Time: 1424.28 ms [2021-12-03 22:49:00 main:574] : INFO : Epoch 1857 | loss: 0.0311345 | val_loss: 0.0311624 | Time: 1423.71 ms [2021-12-03 22:49:01 main:574] : INFO : Epoch 1858 | loss: 0.0311333 | val_loss: 0.0311571 | Time: 1424.39 ms [2021-12-03 22:49:02 main:574] : INFO : Epoch 1859 | loss: 0.0311339 | val_loss: 0.0311589 | Time: 1405.02 ms [2021-12-03 22:49:04 main:574] : INFO : Epoch 1860 | loss: 0.0311321 | val_loss: 0.0311554 | Time: 1429.39 ms [2021-12-03 22:49:05 main:574] : INFO : Epoch 1861 | loss: 0.0311337 | val_loss: 0.0311592 | Time: 1419.3 ms [2021-12-03 22:49:07 main:574] : INFO : Epoch 1862 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 1447.42 ms [2021-12-03 22:49:08 main:574] : INFO : Epoch 1863 | loss: 0.031135 | val_loss: 0.0311561 | Time: 1443.25 ms [2021-12-03 22:49:10 main:574] : INFO : Epoch 1864 | loss: 0.031133 | val_loss: 0.0311598 | Time: 1451.41 ms [2021-12-03 22:49:11 main:574] : INFO : Epoch 1865 | loss: 0.0311367 | val_loss: 0.0311547 | Time: 1440.83 ms [2021-12-03 22:49:13 main:574] : INFO : Epoch 1866 | loss: 0.0311324 | val_loss: 0.0311564 | Time: 1425.39 ms [2021-12-03 22:49:14 main:574] : INFO : Epoch 1867 | loss: 0.0311328 | val_loss: 0.0311553 | Time: 1423.06 ms [2021-12-03 22:49:15 main:574] : INFO : Epoch 1868 | loss: 0.0311335 | val_loss: 0.0311539 | Time: 1411.56 ms [2021-12-03 22:49:17 main:574] : INFO : Epoch 1869 | loss: 0.0311317 | val_loss: 0.0311695 | Time: 1428.78 ms [2021-12-03 22:49:18 main:574] : INFO : Epoch 1870 | loss: 0.0311319 | val_loss: 0.0311622 | Time: 1419.23 ms [2021-12-03 22:49:20 main:574] : INFO : Epoch 1871 | loss: 0.0311294 | val_loss: 0.0311643 | Time: 1412.96 ms [2021-12-03 22:49:21 main:574] : INFO : Epoch 1872 | loss: 0.0311288 | val_loss: 0.0311571 | Time: 1430.13 ms [2021-12-03 22:49:23 main:574] : INFO : Epoch 1873 | loss: 0.031129 | val_loss: 0.0311565 | Time: 1423.63 ms [2021-12-03 22:49:24 main:574] : INFO : Epoch 1874 | loss: 0.0311304 | val_loss: 0.0311538 | Time: 1485.2 ms [2021-12-03 22:49:26 main:574] : INFO : Epoch 1875 | loss: 0.0311302 | val_loss: 0.0311602 | Time: 1633.55 ms [2021-12-03 22:49:27 main:574] : INFO : Epoch 1876 | loss: 0.0311305 | val_loss: 0.0311586 | Time: 1560.49 ms [2021-12-03 22:49:29 main:574] : INFO : Epoch 1877 | loss: 0.0311274 | val_loss: 0.0311582 | Time: 1442.01 ms [2021-12-03 22:49:30 main:574] : INFO : Epoch 1878 | loss: 0.0311292 | val_loss: 0.0311599 | Time: 1581.47 ms [2021-12-03 22:49:32 main:574] : INFO : Epoch 1879 | loss: 0.031128 | val_loss: 0.0311624 | Time: 1501.07 ms [2021-12-03 22:49:33 main:574] : INFO : Epoch 1880 | loss: 0.0311273 | val_loss: 0.0311561 | Time: 1460.17 ms [2021-12-03 22:49:35 main:574] : INFO : Epoch 1881 | loss: 0.0311262 | val_loss: 0.0311568 | Time: 1450.74 ms [2021-12-03 22:49:36 main:574] : INFO : Epoch 1882 | loss: 0.0311291 | val_loss: 0.0311648 | Time: 1442.33 ms [2021-12-03 22:49:38 main:574] : INFO : Epoch 1883 | loss: 0.0311273 | val_loss: 0.0311601 | Time: 1424.61 ms [2021-12-03 22:49:39 main:574] : INFO : Epoch 1884 | loss: 0.0311274 | val_loss: 0.0311599 | Time: 1431.48 ms [2021-12-03 22:49:41 main:574] : INFO : Epoch 1885 | loss: 0.031129 | val_loss: 0.031158 | Time: 1432.71 ms [2021-12-03 22:49:42 main:574] : INFO : Epoch 1886 | loss: 0.0311289 | val_loss: 0.0311623 | Time: 1426.45 ms [2021-12-03 22:49:43 main:574] : INFO : Epoch 1887 | loss: 0.0311296 | val_loss: 0.0311571 | Time: 1378.57 ms [2021-12-03 22:49:45 main:574] : INFO : Epoch 1888 | loss: 0.0311314 | val_loss: 0.0311638 | Time: 1421.32 ms [2021-12-03 22:49:46 main:574] : INFO : Epoch 1889 | loss: 0.0311319 | val_loss: 0.0311657 | Time: 1425.04 ms [2021-12-03 22:49:48 main:574] : INFO : Epoch 1890 | loss: 0.0311313 | val_loss: 0.0311632 | Time: 1440.42 ms [2021-12-03 22:49:49 main:574] : INFO : Epoch 1891 | loss: 0.0311301 | val_loss: 0.0311629 | Time: 1433.36 ms [2021-12-03 22:49:51 main:574] : INFO : Epoch 1892 | loss: 0.0311307 | val_loss: 0.0311591 | Time: 1420.71 ms [2021-12-03 22:49:52 main:574] : INFO : Epoch 1893 | loss: 0.0311291 | val_loss: 0.0311614 | Time: 1412.26 ms [2021-12-03 22:49:53 main:574] : INFO : Epoch 1894 | loss: 0.0311354 | val_loss: 0.0311596 | Time: 1425.19 ms [2021-12-03 22:49:55 main:574] : INFO : Epoch 1895 | loss: 0.0311354 | val_loss: 0.0311613 | Time: 1412.27 ms [2021-12-03 22:49:56 main:574] : INFO : Epoch 1896 | loss: 0.0311352 | val_loss: 0.0311592 | Time: 1412.11 ms [2021-12-03 22:49:58 main:574] : INFO : Epoch 1897 | loss: 0.0311337 | val_loss: 0.031157 | Time: 1430.05 ms [2021-12-03 22:49:59 main:574] : INFO : Epoch 1898 | loss: 0.0311298 | val_loss: 0.0311568 | Time: 1530.33 ms [2021-12-03 22:50:01 main:574] : INFO : Epoch 1899 | loss: 0.0311309 | val_loss: 0.0311574 | Time: 1439.08 ms [2021-12-03 22:50:02 main:574] : INFO : Epoch 1900 | loss: 0.0311297 | val_loss: 0.0311594 | Time: 1416.36 ms [2021-12-03 22:50:03 main:574] : INFO : Epoch 1901 | loss: 0.0311319 | val_loss: 0.0311605 | Time: 1408.78 ms [2021-12-03 22:50:05 main:574] : INFO : Epoch 1902 | loss: 0.031128 | val_loss: 0.0311565 | Time: 1482.16 ms [2021-12-03 22:50:06 main:574] : INFO : Epoch 1903 | loss: 0.0311282 | val_loss: 0.0311672 | Time: 1444.71 ms [2021-12-03 22:50:08 main:574] : INFO : Epoch 1904 | loss: 0.031127 | val_loss: 0.0311655 | Time: 1486.27 ms [2021-12-03 22:50:09 main:574] : INFO : Epoch 1905 | loss: 0.0311256 | val_loss: 0.0311605 | Time: 1443.41 ms [2021-12-03 22:50:11 main:574] : INFO : Epoch 1906 | loss: 0.0311268 | val_loss: 0.0311601 | Time: 1435.62 ms [2021-12-03 22:50:12 main:574] : INFO : Epoch 1907 | loss: 0.0311284 | val_loss: 0.0311598 | Time: 1441.02 ms [2021-12-03 22:50:14 main:574] : INFO : Epoch 1908 | loss: 0.0311257 | val_loss: 0.0311604 | Time: 1439.52 ms [2021-12-03 22:50:15 main:574] : INFO : Epoch 1909 | loss: 0.0311234 | val_loss: 0.0311616 | Time: 1430.73 ms [2021-12-03 22:50:17 main:574] : INFO : Epoch 1910 | loss: 0.0311291 | val_loss: 0.0311569 | Time: 1413.96 ms [2021-12-03 22:50:18 main:574] : INFO : Epoch 1911 | loss: 0.0311278 | val_loss: 0.0311615 | Time: 1424.37 ms [2021-12-03 22:50:19 main:574] : INFO : Epoch 1912 | loss: 0.0311271 | val_loss: 0.0311631 | Time: 1419.34 ms [2021-12-03 22:50:21 main:574] : INFO : Epoch 1913 | loss: 0.0311253 | val_loss: 0.0311611 | Time: 1429.28 ms [2021-12-03 22:50:22 main:574] : INFO : Epoch 1914 | loss: 0.0311241 | val_loss: 0.0311605 | Time: 1450.11 ms [2021-12-03 22:50:24 main:574] : INFO : Epoch 1915 | loss: 0.0311236 | val_loss: 0.0311604 | Time: 1438.79 ms [2021-12-03 22:50:25 main:574] : INFO : Epoch 1916 | loss: 0.0311252 | val_loss: 0.0311697 | Time: 1422.92 ms [2021-12-03 22:50:27 main:574] : INFO : Epoch 1917 | loss: 0.0311269 | val_loss: 0.0311616 | Time: 1428.72 ms [2021-12-03 22:50:28 main:574] : INFO : Epoch 1918 | loss: 0.0311261 | val_loss: 0.0311614 | Time: 1434.94 ms [2021-12-03 22:50:30 main:574] : INFO : Epoch 1919 | loss: 0.0311279 | val_loss: 0.0311574 | Time: 1389.66 ms [2021-12-03 22:50:31 main:574] : INFO : Epoch 1920 | loss: 0.0311256 | val_loss: 0.0311604 | Time: 1442.46 ms [2021-12-03 22:50:32 main:574] : INFO : Epoch 1921 | loss: 0.031127 | val_loss: 0.0311644 | Time: 1425.52 ms [2021-12-03 22:50:34 main:574] : INFO : Epoch 1922 | loss: 0.0311255 | val_loss: 0.031158 | Time: 1574.17 ms [2021-12-03 22:50:36 main:574] : INFO : Epoch 1923 | loss: 0.0311278 | val_loss: 0.0311599 | Time: 1626.34 ms [2021-12-03 22:50:37 main:574] : INFO : Epoch 1924 | loss: 0.0311325 | val_loss: 0.0311691 | Time: 1469.63 ms [2021-12-03 22:50:39 main:574] : INFO : Epoch 1925 | loss: 0.0311318 | val_loss: 0.0311617 | Time: 1542.41 ms [2021-12-03 22:50:40 main:574] : INFO : Epoch 1926 | loss: 0.0311274 | val_loss: 0.0311622 | Time: 1449.84 ms [2021-12-03 22:50:42 main:574] : INFO : Epoch 1927 | loss: 0.0311252 | val_loss: 0.0311668 | Time: 1425.52 ms [2021-12-03 22:50:43 main:574] : INFO : Epoch 1928 | loss: 0.031127 | val_loss: 0.0311604 | Time: 1419.95 ms [2021-12-03 22:50:44 main:574] : INFO : Epoch 1929 | loss: 0.0311287 | val_loss: 0.0311584 | Time: 1420.52 ms [2021-12-03 22:50:46 main:574] : INFO : Epoch 1930 | loss: 0.0311286 | val_loss: 0.0311583 | Time: 1438.16 ms [2021-12-03 22:50:47 main:574] : INFO : Epoch 1931 | loss: 0.0311257 | val_loss: 0.0311608 | Time: 1421.67 ms [2021-12-03 22:50:49 main:574] : INFO : Epoch 1932 | loss: 0.0311276 | val_loss: 0.0311621 | Time: 1472.3 ms [2021-12-03 22:50:50 main:574] : INFO : Epoch 1933 | loss: 0.0311289 | val_loss: 0.0311631 | Time: 1421.46 ms [2021-12-03 22:50:52 main:574] : INFO : Epoch 1934 | loss: 0.0311278 | val_loss: 0.031158 | Time: 1442.3 ms [2021-12-03 22:50:53 main:574] : INFO : Epoch 1935 | loss: 0.0311276 | val_loss: 0.0311636 | Time: 1419.97 ms [2021-12-03 22:50:55 main:574] : INFO : Epoch 1936 | loss: 0.0311274 | val_loss: 0.0311614 | Time: 1436.73 ms [2021-12-03 22:50:56 main:574] : INFO : Epoch 1937 | loss: 0.0311269 | val_loss: 0.0311605 | Time: 1427.57 ms [2021-12-03 22:50:57 main:574] : INFO : Epoch 1938 | loss: 0.0311251 | val_loss: 0.0311641 | Time: 1450.52 ms [2021-12-03 22:50:59 main:574] : INFO : Epoch 1939 | loss: 0.0311258 | val_loss: 0.0311689 | Time: 1449.08 ms [2021-12-03 22:51:00 main:574] : INFO : Epoch 1940 | loss: 0.0311271 | val_loss: 0.031164 | Time: 1447.72 ms [2021-12-03 22:51:02 main:574] : INFO : Epoch 1941 | loss: 0.0311272 | val_loss: 0.0311667 | Time: 1555.1 ms [2021-12-03 22:51:03 main:574] : INFO : Epoch 1942 | loss: 0.0311278 | val_loss: 0.031175 | Time: 1472.41 ms [2021-12-03 22:51:05 main:574] : INFO : Epoch 1943 | loss: 0.0311274 | val_loss: 0.0311634 | Time: 1476.39 ms [2021-12-03 22:51:06 main:574] : INFO : Epoch 1944 | loss: 0.0311256 | val_loss: 0.0311618 | Time: 1452.95 ms [2021-12-03 22:51:08 main:574] : INFO : Epoch 1945 | loss: 0.0311261 | val_loss: 0.0311635 | Time: 1478.68 ms [2021-12-03 22:51:09 main:574] : INFO : Epoch 1946 | loss: 0.0311259 | val_loss: 0.0311641 | Time: 1423.32 ms [2021-12-03 22:51:11 main:574] : INFO : Epoch 1947 | loss: 0.0311234 | val_loss: 0.0311698 | Time: 1425.71 ms [2021-12-03 22:51:22 main:574] : INFO : Epoch 1948 | loss: 0.031124 | val_loss: 0.0311661 | Time: 11395.8 ms [2021-12-03 22:51:24 main:574] : INFO : Epoch 1949 | loss: 0.0311281 | val_loss: 0.031163 | Time: 1672.28 ms [2021-12-03 22:51:26 main:574] : INFO : Epoch 1950 | loss: 0.0311272 | val_loss: 0.0311648 | Time: 1626.02 ms [2021-12-03 22:51:27 main:574] : INFO : Epoch 1951 | loss: 0.0311366 | val_loss: 0.0311772 | Time: 1783.05 ms [2021-12-03 22:51:29 main:574] : INFO : Epoch 1952 | loss: 0.0311361 | val_loss: 0.0311815 | Time: 1589.17 ms [2021-12-03 22:51:30 main:574] : INFO : Epoch 1953 | loss: 0.0311348 | val_loss: 0.0311725 | Time: 1535.41 ms [2021-12-03 22:51:32 main:574] : INFO : Epoch 1954 | loss: 0.0311303 | val_loss: 0.0311763 | Time: 1514.16 ms [2021-12-03 22:51:34 main:574] : INFO : Epoch 1955 | loss: 0.0311273 | val_loss: 0.0311837 | Time: 1546.99 ms [2021-12-03 22:51:35 main:574] : INFO : Epoch 1956 | loss: 0.0311306 | val_loss: 0.0311764 | Time: 1552.48 ms [2021-12-03 22:51:37 main:574] : INFO : Epoch 1957 | loss: 0.0311278 | val_loss: 0.0311781 | Time: 1527.67 ms [2021-12-03 22:51:38 main:574] : INFO : Epoch 1958 | loss: 0.0311287 | val_loss: 0.0311805 | Time: 1552.59 ms [2021-12-03 22:51:40 main:574] : INFO : Epoch 1959 | loss: 0.0311303 | val_loss: 0.0311836 | Time: 1564.51 ms [2021-12-03 22:51:41 main:574] : INFO : Epoch 1960 | loss: 0.0311298 | val_loss: 0.0311797 | Time: 1645.34 ms [2021-12-03 22:51:43 main:574] : INFO : Epoch 1961 | loss: 0.0311312 | val_loss: 0.0311657 | Time: 1721.27 ms [2021-12-03 22:51:45 main:574] : INFO : Epoch 1962 | loss: 0.0311291 | val_loss: 0.0311754 | Time: 1689.75 ms [2021-12-03 22:51:47 main:574] : INFO : Epoch 1963 | loss: 0.0311294 | val_loss: 0.0311845 | Time: 1654.04 ms [2021-12-03 22:51:48 main:574] : INFO : Epoch 1964 | loss: 0.0311289 | val_loss: 0.0311789 | Time: 1657.58 ms [2021-12-03 22:51:50 main:574] : INFO : Epoch 1965 | loss: 0.0311304 | val_loss: 0.031165 | Time: 1529.74 ms [2021-12-03 22:51:51 main:574] : INFO : Epoch 1966 | loss: 0.0311302 | val_loss: 0.0311675 | Time: 1554.17 ms [2021-12-03 22:51:53 main:574] : INFO : Epoch 1967 | loss: 0.0311274 | val_loss: 0.0311621 | Time: 1599.08 ms [2021-12-03 22:51:54 main:574] : INFO : Epoch 1968 | loss: 0.0311263 | val_loss: 0.0311612 | Time: 1554.8 ms [2021-12-03 22:51:56 main:574] : INFO : Epoch 1969 | loss: 0.0311294 | val_loss: 0.0311615 | Time: 1541.2 ms [2021-12-03 22:51:58 main:574] : INFO : Epoch 1970 | loss: 0.031128 | val_loss: 0.0311624 | Time: 1550.2 ms [2021-12-03 22:51:59 main:574] : INFO : Epoch 1971 | loss: 0.0311297 | val_loss: 0.0311618 | Time: 1581.42 ms [2021-12-03 22:52:01 main:574] : INFO : Epoch 1972 | loss: 0.0311323 | val_loss: 0.031163 | Time: 1517.23 ms [2021-12-03 22:52:02 main:574] : INFO : Epoch 1973 | loss: 0.0311298 | val_loss: 0.0311653 | Time: 1518.58 ms [2021-12-03 22:52:04 main:574] : INFO : Epoch 1974 | loss: 0.0311275 | val_loss: 0.0311699 | Time: 1522.04 ms [2021-12-03 22:52:05 main:574] : INFO : Epoch 1975 | loss: 0.0311266 | val_loss: 0.0311645 | Time: 1543.84 ms [2021-12-03 22:52:07 main:574] : INFO : Epoch 1976 | loss: 0.031128 | val_loss: 0.0311645 | Time: 1520.35 ms [2021-12-03 22:52:08 main:574] : INFO : Epoch 1977 | loss: 0.0311285 | val_loss: 0.0311662 | Time: 1566.91 ms [2021-12-03 22:52:10 main:574] : INFO : Epoch 1978 | loss: 0.0311283 | val_loss: 0.0311707 | Time: 1507.31 ms [2021-12-03 22:52:11 main:574] : INFO : Epoch 1979 | loss: 0.0311271 | val_loss: 0.0311704 | Time: 1554.86 ms [2021-12-03 22:52:13 main:574] : INFO : Epoch 1980 | loss: 0.0311262 | val_loss: 0.0311631 | Time: 1516.33 ms [2021-12-03 22:52:15 main:574] : INFO : Epoch 1981 | loss: 0.0311257 | val_loss: 0.0311622 | Time: 1546.18 ms [2021-12-03 22:52:16 main:574] : INFO : Epoch 1982 | loss: 0.0311264 | val_loss: 0.0311653 | Time: 1550.43 ms [2021-12-03 22:52:18 main:574] : INFO : Epoch 1983 | loss: 0.0311242 | val_loss: 0.0311684 | Time: 1518.46 ms [2021-12-03 22:52:19 main:574] : INFO : Epoch 1984 | loss: 0.0311263 | val_loss: 0.0311653 | Time: 1560.69 ms [2021-12-03 22:52:21 main:574] : INFO : Epoch 1985 | loss: 0.0311256 | val_loss: 0.0311594 | Time: 1534.4 ms [2021-12-03 22:52:22 main:574] : INFO : Epoch 1986 | loss: 0.0311247 | val_loss: 0.0311653 | Time: 1529.2 ms [2021-12-03 22:52:24 main:574] : INFO : Epoch 1987 | loss: 0.0311245 | val_loss: 0.0311665 | Time: 1550.21 ms [2021-12-03 22:52:25 main:574] : INFO : Epoch 1988 | loss: 0.0311243 | val_loss: 0.0311708 | Time: 1532.19 ms [2021-12-03 22:52:27 main:574] : INFO : Epoch 1989 | loss: 0.0311252 | val_loss: 0.0311656 | Time: 1527.61 ms [2021-12-03 22:52:28 main:574] : INFO : Epoch 1990 | loss: 0.0311262 | val_loss: 0.0311652 | Time: 1551.73 ms [2021-12-03 22:52:30 main:574] : INFO : Epoch 1991 | loss: 0.0311249 | val_loss: 0.0311702 | Time: 1526.19 ms [2021-12-03 22:52:32 main:574] : INFO : Epoch 1992 | loss: 0.0311253 | val_loss: 0.0311652 | Time: 1550.06 ms [2021-12-03 22:52:33 main:574] : INFO : Epoch 1993 | loss: 0.0311268 | val_loss: 0.0311701 | Time: 1539.22 ms [2021-12-03 22:52:35 main:574] : INFO : Epoch 1994 | loss: 0.0311259 | val_loss: 0.0311666 | Time: 1564.54 ms [2021-12-03 22:52:36 main:574] : INFO : Epoch 1995 | loss: 0.0311232 | val_loss: 0.0311652 | Time: 1536.09 ms [2021-12-03 22:52:38 main:574] : INFO : Epoch 1996 | loss: 0.0311243 | val_loss: 0.0311693 | Time: 1545.9 ms [2021-12-03 22:52:39 main:574] : INFO : Epoch 1997 | loss: 0.0311255 | val_loss: 0.0311609 | Time: 1543.69 ms [2021-12-03 22:52:41 main:574] : INFO : Epoch 1998 | loss: 0.0311243 | val_loss: 0.0311713 | Time: 1512.07 ms [2021-12-03 22:52:42 main:574] : INFO : Epoch 1999 | loss: 0.0311237 | val_loss: 0.0311655 | Time: 1524.97 ms [2021-12-03 22:52:44 main:574] : INFO : Epoch 2000 | loss: 0.0311272 | val_loss: 0.031172 | Time: 1579.8 ms [2021-12-03 22:52:46 main:574] : INFO : Epoch 2001 | loss: 0.0311239 | val_loss: 0.0311654 | Time: 1534.7 ms [2021-12-03 22:52:47 main:574] : INFO : Epoch 2002 | loss: 0.0311223 | val_loss: 0.0311663 | Time: 1522.4 ms [2021-12-03 22:52:49 main:574] : INFO : Epoch 2003 | loss: 0.0311195 | val_loss: 0.0311645 | Time: 1551.78 ms [2021-12-03 22:52:50 main:574] : INFO : Epoch 2004 | loss: 0.0311196 | val_loss: 0.031168 | Time: 1547.21 ms [2021-12-03 22:52:52 main:574] : INFO : Epoch 2005 | loss: 0.0311235 | val_loss: 0.0311696 | Time: 1548.6 ms [2021-12-03 22:52:53 main:574] : INFO : Epoch 2006 | loss: 0.0311231 | val_loss: 0.0311653 | Time: 1550.57 ms [2021-12-03 22:52:55 main:574] : INFO : Epoch 2007 | loss: 0.0311228 | val_loss: 0.0311715 | Time: 1539.96 ms [2021-12-03 22:52:56 main:574] : INFO : Epoch 2008 | loss: 0.0311282 | val_loss: 0.0311632 | Time: 1544.72 ms [2021-12-03 22:52:58 main:574] : INFO : Epoch 2009 | loss: 0.0311295 | val_loss: 0.0311621 | Time: 1531.19 ms [2021-12-03 22:52:59 main:574] : INFO : Epoch 2010 | loss: 0.0311266 | val_loss: 0.0311741 | Time: 1553.6 ms [2021-12-03 22:53:01 main:574] : INFO : Epoch 2011 | loss: 0.0311322 | val_loss: 0.0311732 | Time: 1521.06 ms [2021-12-03 22:53:03 main:574] : INFO : Epoch 2012 | loss: 0.0311273 | val_loss: 0.0311577 | Time: 1529.94 ms [2021-12-03 22:53:04 main:574] : INFO : Epoch 2013 | loss: 0.0311248 | val_loss: 0.0311707 | Time: 1564.58 ms [2021-12-03 22:53:06 main:574] : INFO : Epoch 2014 | loss: 0.0311373 | val_loss: 0.0311651 | Time: 1535.49 ms [2021-12-03 22:53:07 main:574] : INFO : Epoch 2015 | loss: 0.0311355 | val_loss: 0.031166 | Time: 1547.61 ms [2021-12-03 22:53:09 main:574] : INFO : Epoch 2016 | loss: 0.0311348 | val_loss: 0.0311687 | Time: 1573.39 ms [2021-12-03 22:53:10 main:574] : INFO : Epoch 2017 | loss: 0.0311324 | val_loss: 0.0311645 | Time: 1518.25 ms [2021-12-03 22:53:12 main:574] : INFO : Epoch 2018 | loss: 0.0311276 | val_loss: 0.0311634 | Time: 1522.83 ms [2021-12-03 22:53:13 main:574] : INFO : Epoch 2019 | loss: 0.0311287 | val_loss: 0.0311621 | Time: 1536.37 ms [2021-12-03 22:53:15 main:574] : INFO : Epoch 2020 | loss: 0.0311297 | val_loss: 0.0311745 | Time: 1606.91 ms [2021-12-03 22:53:17 main:574] : INFO : Epoch 2021 | loss: 0.0311273 | val_loss: 0.0311622 | Time: 1667.7 ms [2021-12-03 22:53:18 main:574] : INFO : Epoch 2022 | loss: 0.0311248 | val_loss: 0.0311668 | Time: 1672.89 ms [2021-12-03 22:53:20 main:574] : INFO : Epoch 2023 | loss: 0.0311263 | val_loss: 0.0311655 | Time: 1696.3 ms [2021-12-03 22:53:22 main:574] : INFO : Epoch 2024 | loss: 0.0311235 | val_loss: 0.0311674 | Time: 1641.02 ms [2021-12-03 22:53:23 main:574] : INFO : Epoch 2025 | loss: 0.0311234 | val_loss: 0.0311641 | Time: 1606.2 ms [2021-12-03 22:53:25 main:574] : INFO : Epoch 2026 | loss: 0.0311225 | val_loss: 0.0311714 | Time: 1637.52 ms [2021-12-03 22:53:27 main:574] : INFO : Epoch 2027 | loss: 0.0311226 | val_loss: 0.031167 | Time: 1623.94 ms [2021-12-03 22:53:28 main:574] : INFO : Epoch 2028 | loss: 0.0311209 | val_loss: 0.0311757 | Time: 1607.19 ms [2021-12-03 22:53:30 main:574] : INFO : Epoch 2029 | loss: 0.0311223 | val_loss: 0.0311629 | Time: 1633.18 ms [2021-12-03 22:53:31 main:574] : INFO : Epoch 2030 | loss: 0.0311203 | val_loss: 0.0311668 | Time: 1600.57 ms [2021-12-03 22:53:33 main:574] : INFO : Epoch 2031 | loss: 0.0311226 | val_loss: 0.0311662 | Time: 1624.41 ms [2021-12-03 22:53:35 main:574] : INFO : Epoch 2032 | loss: 0.0311212 | val_loss: 0.031168 | Time: 1603.71 ms [2021-12-03 22:53:36 main:574] : INFO : Epoch 2033 | loss: 0.0311199 | val_loss: 0.0311666 | Time: 1634.92 ms [2021-12-03 22:53:38 main:574] : INFO : Epoch 2034 | loss: 0.0311207 | val_loss: 0.0311688 | Time: 1597.34 ms [2021-12-03 22:53:40 main:574] : INFO : Epoch 2035 | loss: 0.0311225 | val_loss: 0.0311753 | Time: 1628.03 ms [2021-12-03 22:53:41 main:574] : INFO : Epoch 2036 | loss: 0.0311212 | val_loss: 0.031175 | Time: 1591.65 ms [2021-12-03 22:53:43 main:574] : INFO : Epoch 2037 | loss: 0.0311222 | val_loss: 0.0311686 | Time: 1613.47 ms [2021-12-03 22:53:45 main:574] : INFO : Epoch 2038 | loss: 0.031121 | val_loss: 0.0311655 | Time: 1600.32 ms [2021-12-03 22:53:46 main:574] : INFO : Epoch 2039 | loss: 0.0311229 | val_loss: 0.0311679 | Time: 1600.77 ms [2021-12-03 22:53:48 main:574] : INFO : Epoch 2040 | loss: 0.0311226 | val_loss: 0.0311646 | Time: 1604.23 ms [2021-12-03 22:53:49 main:574] : INFO : Epoch 2041 | loss: 0.0311219 | val_loss: 0.0311662 | Time: 1601.01 ms [2021-12-03 22:53:51 main:574] : INFO : Epoch 2042 | loss: 0.0311209 | val_loss: 0.0311695 | Time: 1637.25 ms [2021-12-03 22:53:53 main:574] : INFO : Epoch 2043 | loss: 0.0311204 | val_loss: 0.0311687 | Time: 1599.82 ms [2021-12-03 22:53:54 main:574] : INFO : Epoch 2044 | loss: 0.0311218 | val_loss: 0.0311648 | Time: 1624.03 ms [2021-12-03 22:53:56 main:574] : INFO : Epoch 2045 | loss: 0.0311211 | val_loss: 0.0311689 | Time: 1594.21 ms [2021-12-03 22:53:57 main:574] : INFO : Epoch 2046 | loss: 0.0311207 | val_loss: 0.031167 | Time: 1590.54 ms [2021-12-03 22:53:59 main:574] : INFO : Epoch 2047 | loss: 0.0311207 | val_loss: 0.0311742 | Time: 1622.83 ms [2021-12-03 22:54:01 main:574] : INFO : Epoch 2048 | loss: 0.031121 | val_loss: 0.0311742 | Time: 1622.77 ms [2021-12-03 22:54:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311742 [2021-12-03 22:54:01 main:603] : INFO : Saving end state to config to file [2021-12-03 22:54:01 main:608] : INFO : Success, exiting.. 22:54:01 (34860): 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)