Task 14597348
| Name | ParityModified-1647047997-21169-3-0_0 |
| Workunit | 11618450 |
| Created | 11 Apr 2022, 15:10:58 UTC |
| Sent | 11 Apr 2022, 15:11:12 UTC |
| Report deadline | 19 Apr 2022, 15:11:12 UTC |
| Received | 11 Apr 2022, 20:44:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 52 min 48 sec |
| CPU time | 52 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311555 | val_loss: 0.031163 | Time: 1509.94 ms
[2022-04-11 22:31:34 main:581] : INFO : Epoch 1539 | loss: 0.0311551 | val_loss: 0.0311583 | Time: 1539.47 ms
[2022-04-11 22:31:36 main:581] : INFO : Epoch 1540 | loss: 0.0311549 | val_loss: 0.0311595 | Time: 1517.79 ms
[2022-04-11 22:31:37 main:581] : INFO : Epoch 1541 | loss: 0.0311582 | val_loss: 0.0311591 | Time: 1509.16 ms
[2022-04-11 22:31:39 main:581] : INFO : Epoch 1542 | loss: 0.03116 | val_loss: 0.0311591 | Time: 1512.2 ms
[2022-04-11 22:31:41 main:581] : INFO : Epoch 1543 | loss: 0.0311585 | val_loss: 0.0311595 | Time: 1526.37 ms
[2022-04-11 22:31:42 main:581] : INFO : Epoch 1544 | loss: 0.0311593 | val_loss: 0.0311641 | Time: 1528.16 ms
[2022-04-11 22:31:44 main:581] : INFO : Epoch 1545 | loss: 0.0311605 | val_loss: 0.0311597 | Time: 1648.47 ms
[2022-04-11 22:31:45 main:581] : INFO : Epoch 1546 | loss: 0.0311571 | val_loss: 0.0311579 | Time: 1623.19 ms
[2022-04-11 22:31:47 main:581] : INFO : Epoch 1547 | loss: 0.031156 | val_loss: 0.0311578 | Time: 1550.11 ms
[2022-04-11 22:31:48 main:581] : INFO : Epoch 1548 | loss: 0.0311544 | val_loss: 0.0311591 | Time: 1562.41 ms
[2022-04-11 22:31:50 main:581] : INFO : Epoch 1549 | loss: 0.0311557 | val_loss: 0.0311625 | Time: 1542.34 ms
[2022-04-11 22:31:52 main:581] : INFO : Epoch 1550 | loss: 0.0311557 | val_loss: 0.0311603 | Time: 1649.65 ms
[2022-04-11 22:31:53 main:581] : INFO : Epoch 1551 | loss: 0.0311561 | val_loss: 0.0311594 | Time: 1518.63 ms
[2022-04-11 22:31:55 main:581] : INFO : Epoch 1552 | loss: 0.0311559 | val_loss: 0.0311595 | Time: 1567.53 ms
[2022-04-11 22:31:56 main:581] : INFO : Epoch 1553 | loss: 0.0311575 | val_loss: 0.0311653 | Time: 1511.36 ms
[2022-04-11 22:31:58 main:581] : INFO : Epoch 1554 | loss: 0.0311555 | val_loss: 0.0311636 | Time: 1535.96 ms
[2022-04-11 22:31:59 main:581] : INFO : Epoch 1555 | loss: 0.0316588 | val_loss: 0.04565 | Time: 1535.89 ms
[2022-04-11 22:32:01 main:581] : INFO : Epoch 1556 | loss: 0.0404051 | val_loss: 0.0324401 | Time: 1513.71 ms
[2022-04-11 22:32:02 main:581] : INFO : Epoch 1557 | loss: 0.032135 | val_loss: 0.031385 | Time: 1530.36 ms
[2022-04-11 22:32:04 main:581] : INFO : Epoch 1558 | loss: 0.031354 | val_loss: 0.0312617 | Time: 1547.82 ms
[2022-04-11 22:32:06 main:581] : INFO : Epoch 1559 | loss: 0.0312471 | val_loss: 0.0312164 | Time: 1647.36 ms
[2022-04-11 22:32:07 main:581] : INFO : Epoch 1560 | loss: 0.0312085 | val_loss: 0.031192 | Time: 1532.9 ms
[2022-04-11 22:32:09 main:581] : INFO : Epoch 1561 | loss: 0.0311867 | val_loss: 0.0311782 | Time: 1624.73 ms
[2022-04-11 22:32:10 main:581] : INFO : Epoch 1562 | loss: 0.0311771 | val_loss: 0.031172 | Time: 1502.81 ms
[2022-04-11 22:32:12 main:581] : INFO : Epoch 1563 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 1601.16 ms
[2022-04-11 22:32:13 main:581] : INFO : Epoch 1564 | loss: 0.0311708 | val_loss: 0.0311714 | Time: 1601.48 ms
[2022-04-11 22:32:15 main:581] : INFO : Epoch 1565 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 1543.79 ms
[2022-04-11 22:32:16 main:581] : INFO : Epoch 1566 | loss: 0.0311725 | val_loss: 0.0311638 | Time: 1552.06 ms
[2022-04-11 22:32:18 main:581] : INFO : Epoch 1567 | loss: 0.0311659 | val_loss: 0.0311637 | Time: 1561.64 ms
[2022-04-11 22:32:20 main:581] : INFO : Epoch 1568 | loss: 0.0311651 | val_loss: 0.0311681 | Time: 1537.46 ms
[2022-04-11 22:32:21 main:581] : INFO : Epoch 1569 | loss: 0.0311635 | val_loss: 0.0311649 | Time: 1612.24 ms
[2022-04-11 22:32:23 main:581] : INFO : Epoch 1570 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 1560.05 ms
[2022-04-11 22:32:24 main:581] : INFO : Epoch 1571 | loss: 0.0311628 | val_loss: 0.0311625 | Time: 1529.2 ms
[2022-04-11 22:32:26 main:581] : INFO : Epoch 1572 | loss: 0.0311603 | val_loss: 0.0311613 | Time: 1524.45 ms
[2022-04-11 22:32:27 main:581] : INFO : Epoch 1573 | loss: 0.0311602 | val_loss: 0.0311634 | Time: 1557.86 ms
[2022-04-11 22:32:29 main:581] : INFO : Epoch 1574 | loss: 0.0311603 | val_loss: 0.031168 | Time: 1521.86 ms
[2022-04-11 22:32:30 main:581] : INFO : Epoch 1575 | loss: 0.0311604 | val_loss: 0.03116 | Time: 1537.21 ms
[2022-04-11 22:32:32 main:581] : INFO : Epoch 1576 | loss: 0.0311569 | val_loss: 0.0311617 | Time: 1518.02 ms
[2022-04-11 22:32:34 main:581] : INFO : Epoch 1577 | loss: 0.0311596 | val_loss: 0.0311619 | Time: 1553.55 ms
[2022-04-11 22:32:35 main:581] : INFO : Epoch 1578 | loss: 0.0311577 | val_loss: 0.0311588 | Time: 1602.61 ms
[2022-04-11 22:32:37 main:581] : INFO : Epoch 1579 | loss: 0.0311572 | val_loss: 0.0311602 | Time: 1521.88 ms
[2022-04-11 22:32:38 main:581] : INFO : Epoch 1580 | loss: 0.0311614 | val_loss: 0.0311627 | Time: 1533.77 ms
[2022-04-11 22:32:40 main:581] : INFO : Epoch 1581 | loss: 0.0311568 | val_loss: 0.0311588 | Time: 1528.77 ms
[2022-04-11 22:32:41 main:581] : INFO : Epoch 1582 | loss: 0.0311557 | val_loss: 0.0311579 | Time: 1519.7 ms
[2022-04-11 22:32:43 main:581] : INFO : Epoch 1583 | loss: 0.0311553 | val_loss: 0.031159 | Time: 1659.7 ms
[2022-04-11 22:32:45 main:581] : INFO : Epoch 1584 | loss: 0.031154 | val_loss: 0.0311574 | Time: 1624.34 ms
[2022-04-11 22:32:46 main:581] : INFO : Epoch 1585 | loss: 0.0311529 | val_loss: 0.0311591 | Time: 1516 ms
[2022-04-11 22:32:48 main:581] : INFO : Epoch 1586 | loss: 0.0311524 | val_loss: 0.0311589 | Time: 1536.97 ms
[2022-04-11 22:32:49 main:581] : INFO : Epoch 1587 | loss: 0.0311544 | val_loss: 0.0311589 | Time: 1685.76 ms
[2022-04-11 22:32:51 main:581] : INFO : Epoch 1588 | loss: 0.031158 | val_loss: 0.0311689 | Time: 1532.16 ms
[2022-04-11 22:32:53 main:581] : INFO : Epoch 1589 | loss: 0.0311561 | val_loss: 0.031158 | Time: 1839.52 ms
[2022-04-11 22:32:54 main:581] : INFO : Epoch 1590 | loss: 0.0311534 | val_loss: 0.0311588 | Time: 1540.26 ms
[2022-04-11 22:32:56 main:581] : INFO : Epoch 1591 | loss: 0.0311527 | val_loss: 0.0311572 | Time: 1520.83 ms
[2022-04-11 22:32:57 main:581] : INFO : Epoch 1592 | loss: 0.0311524 | val_loss: 0.0311587 | Time: 1522.63 ms
[2022-04-11 22:32:59 main:581] : INFO : Epoch 1593 | loss: 0.0311539 | val_loss: 0.0311595 | Time: 1511.61 ms
[2022-04-11 22:33:00 main:581] : INFO : Epoch 1594 | loss: 0.0311527 | val_loss: 0.031157 | Time: 1519.72 ms
[2022-04-11 22:33:02 main:581] : INFO : Epoch 1595 | loss: 0.0311515 | val_loss: 0.0311584 | Time: 1545.94 ms
[2022-04-11 22:33:03 main:581] : INFO : Epoch 1596 | loss: 0.0311513 | val_loss: 0.0311619 | Time: 1565.8 ms
[2022-04-11 22:33:05 main:581] : INFO : Epoch 1597 | loss: 0.0311512 | val_loss: 0.0311586 | Time: 1588.99 ms
[2022-04-11 22:33:06 main:581] : INFO : Epoch 1598 | loss: 0.0311503 | val_loss: 0.0311582 | Time: 1529.82 ms
[2022-04-11 22:33:08 main:581] : INFO : Epoch 1599 | loss: 0.0311513 | val_loss: 0.0311585 | Time: 1554.2 ms
[2022-04-11 22:33:10 main:581] : INFO : Epoch 1600 | loss: 0.0311509 | val_loss: 0.0311593 | Time: 1520.87 ms
[2022-04-11 22:33:11 main:581] : INFO : Epoch 1601 | loss: 0.0311515 | val_loss: 0.0311588 | Time: 1563.59 ms
[2022-04-11 22:33:13 main:581] : INFO : Epoch 1602 | loss: 0.0311502 | val_loss: 0.031158 | Time: 1517.84 ms
[2022-04-11 22:33:14 main:581] : INFO : Epoch 1603 | loss: 0.03115 | val_loss: 0.0311625 | Time: 1583.9 ms
[2022-04-11 22:33:16 main:581] : INFO : Epoch 1604 | loss: 0.0311506 | val_loss: 0.0311592 | Time: 1528.2 ms
[2022-04-11 22:33:17 main:581] : INFO : Epoch 1605 | loss: 0.0311508 | val_loss: 0.0311604 | Time: 1508.23 ms
[2022-04-11 22:33:19 main:581] : INFO : Epoch 1606 | loss: 0.031151 | val_loss: 0.0311585 | Time: 1535.93 ms
[2022-04-11 22:33:20 main:581] : INFO : Epoch 1607 | loss: 0.0311494 | val_loss: 0.0311552 | Time: 1502.18 ms
[2022-04-11 22:33:22 main:581] : INFO : Epoch 1608 | loss: 0.0311483 | val_loss: 0.0311576 | Time: 1507.92 ms
[2022-04-11 22:33:23 main:581] : INFO : Epoch 1609 | loss: 0.0311494 | val_loss: 0.0311581 | Time: 1518.44 ms
[2022-04-11 22:33:25 main:581] : INFO : Epoch 1610 | loss: 0.0311541 | val_loss: 0.0311601 | Time: 1527.17 ms
[2022-04-11 22:33:26 main:581] : INFO : Epoch 1611 | loss: 0.0311548 | val_loss: 0.0311641 | Time: 1532.84 ms
[2022-04-11 22:33:28 main:581] : INFO : Epoch 1612 | loss: 0.0311554 | val_loss: 0.031162 | Time: 1505.96 ms
[2022-04-11 22:33:29 main:581] : INFO : Epoch 1613 | loss: 0.0311541 | val_loss: 0.0311633 | Time: 1504.07 ms
[2022-04-11 22:33:31 main:581] : INFO : Epoch 1614 | loss: 0.0311535 | val_loss: 0.0311604 | Time: 1750.9 ms
[2022-04-11 22:33:33 main:581] : INFO : Epoch 1615 | loss: 0.0311541 | val_loss: 0.031165 | Time: 1508.48 ms
[2022-04-11 22:33:34 main:581] : INFO : Epoch 1616 | loss: 0.031153 | val_loss: 0.0311625 | Time: 1616.34 ms
[2022-04-11 22:33:36 main:581] : INFO : Epoch 1617 | loss: 0.0311509 | val_loss: 0.0311612 | Time: 1620.59 ms
[2022-04-11 22:33:37 main:581] : INFO : Epoch 1618 | loss: 0.0311508 | val_loss: 0.0311595 | Time: 1519.01 ms
[2022-04-11 22:33:39 main:581] : INFO : Epoch 1619 | loss: 0.0311505 | val_loss: 0.031158 | Time: 1663.36 ms
[2022-04-11 22:33:41 main:581] : INFO : Epoch 1620 | loss: 0.03115 | val_loss: 0.0311592 | Time: 1565.49 ms
[2022-04-11 22:33:42 main:581] : INFO : Epoch 1621 | loss: 0.0311505 | val_loss: 0.0311606 | Time: 1597.9 ms
[2022-04-11 22:33:44 main:581] : INFO : Epoch 1622 | loss: 0.0311522 | val_loss: 0.0311589 | Time: 1523.25 ms
[2022-04-11 22:33:45 main:581] : INFO : Epoch 1623 | loss: 0.0311515 | val_loss: 0.0311582 | Time: 1521.48 ms
[2022-04-11 22:33:47 main:581] : INFO : Epoch 1624 | loss: 0.0311509 | val_loss: 0.031159 | Time: 1543.64 ms
[2022-04-11 22:33:49 main:581] : INFO : Epoch 1625 | loss: 0.0311503 | val_loss: 0.0311594 | Time: 1692.1 ms
[2022-04-11 22:33:50 main:581] : INFO : Epoch 1626 | loss: 0.0311498 | val_loss: 0.0311595 | Time: 1538.02 ms
[2022-04-11 22:33:52 main:581] : INFO : Epoch 1627 | loss: 0.0311501 | val_loss: 0.03116 | Time: 1612.14 ms
[2022-04-11 22:33:53 main:581] : INFO : Epoch 1628 | loss: 0.0311498 | val_loss: 0.0311617 | Time: 1530.62 ms
[2022-04-11 22:33:55 main:581] : INFO : Epoch 1629 | loss: 0.0311485 | val_loss: 0.0311626 | Time: 1542.29 ms
[2022-04-11 22:33:56 main:581] : INFO : Epoch 1630 | loss: 0.0311495 | val_loss: 0.0311602 | Time: 1545.04 ms
[2022-04-11 22:33:58 main:581] : INFO : Epoch 1631 | loss: 0.0311522 | val_loss: 0.0311631 | Time: 1528.74 ms
[2022-04-11 22:33:59 main:581] : INFO : Epoch 1632 | loss: 0.0311515 | val_loss: 0.0311618 | Time: 1535.07 ms
[2022-04-11 22:34:01 main:581] : INFO : Epoch 1633 | loss: 0.0311513 | val_loss: 0.0311631 | Time: 1536.05 ms
[2022-04-11 22:34:02 main:581] : INFO : Epoch 1634 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 1560.97 ms
[2022-04-11 22:34:04 main:581] : INFO : Epoch 1635 | loss: 0.0311621 | val_loss: 0.0311663 | Time: 1522.03 ms
[2022-04-11 22:34:06 main:581] : INFO : Epoch 1636 | loss: 0.0311589 | val_loss: 0.031162 | Time: 1569.31 ms
[2022-04-11 22:34:07 main:581] : INFO : Epoch 1637 | loss: 0.0311584 | val_loss: 0.0311621 | Time: 1755.89 ms
[2022-04-11 22:34:09 main:581] : INFO : Epoch 1638 | loss: 0.0311577 | val_loss: 0.0311634 | Time: 1564.88 ms
[2022-04-11 22:34:10 main:581] : INFO : Epoch 1639 | loss: 0.0311567 | val_loss: 0.0311643 | Time: 1551.26 ms
[2022-04-11 22:34:12 main:581] : INFO : Epoch 1640 | loss: 0.0311561 | val_loss: 0.031165 | Time: 1517.19 ms
[2022-04-11 22:34:13 main:581] : INFO : Epoch 1641 | loss: 0.031154 | val_loss: 0.0311598 | Time: 1549.85 ms
[2022-04-11 22:34:15 main:581] : INFO : Epoch 1642 | loss: 0.0311541 | val_loss: 0.0311598 | Time: 1682.76 ms
[2022-04-11 22:34:17 main:581] : INFO : Epoch 1643 | loss: 0.0311522 | val_loss: 0.0311604 | Time: 1585.39 ms
[2022-04-11 22:34:18 main:581] : INFO : Epoch 1644 | loss: 0.0311524 | val_loss: 0.0311596 | Time: 1542.31 ms
[2022-04-11 22:34:20 main:581] : INFO : Epoch 1645 | loss: 0.031152 | val_loss: 0.031161 | Time: 1522.35 ms
[2022-04-11 22:34:21 main:581] : INFO : Epoch 1646 | loss: 0.0311523 | val_loss: 0.0311593 | Time: 1548.64 ms
[2022-04-11 22:34:23 main:581] : INFO : Epoch 1647 | loss: 0.0311517 | val_loss: 0.0311596 | Time: 1603.47 ms
[2022-04-11 22:34:25 main:581] : INFO : Epoch 1648 | loss: 0.0311512 | val_loss: 0.0311597 | Time: 1608.21 ms
[2022-04-11 22:34:26 main:581] : INFO : Epoch 1649 | loss: 0.0311507 | val_loss: 0.0311596 | Time: 1543.67 ms
[2022-04-11 22:34:28 main:581] : INFO : Epoch 1650 | loss: 0.031151 | val_loss: 0.0311627 | Time: 1535.82 ms
[2022-04-11 22:34:29 main:581] : INFO : Epoch 1651 | loss: 0.0311521 | val_loss: 0.0311659 | Time: 1555.55 ms
[2022-04-11 22:34:31 main:581] : INFO : Epoch 1652 | loss: 0.0311528 | val_loss: 0.0311626 | Time: 1625.88 ms
[2022-04-11 22:34:33 main:581] : INFO : Epoch 1653 | loss: 0.0311524 | val_loss: 0.0311615 | Time: 1855.07 ms
[2022-04-11 22:34:35 main:581] : INFO : Epoch 1654 | loss: 0.031152 | val_loss: 0.0311623 | Time: 1915.95 ms
[2022-04-11 22:34:36 main:581] : INFO : Epoch 1655 | loss: 0.0311521 | val_loss: 0.0311623 | Time: 1515.68 ms
[2022-04-11 22:34:38 main:581] : INFO : Epoch 1656 | loss: 0.0311515 | val_loss: 0.0311586 | Time: 1496.08 ms
[2022-04-11 22:34:39 main:581] : INFO : Epoch 1657 | loss: 0.0311502 | val_loss: 0.0311591 | Time: 1560.1 ms
[2022-04-11 22:34:41 main:581] : INFO : Epoch 1658 | loss: 0.0311502 | val_loss: 0.031161 | Time: 1709.9 ms
[2022-04-11 22:34:42 main:581] : INFO : Epoch 1659 | loss: 0.0311499 | val_loss: 0.0311616 | Time: 1485.83 ms
[2022-04-11 22:34:44 main:581] : INFO : Epoch 1660 | loss: 0.0311499 | val_loss: 0.0311602 | Time: 1727.74 ms
[2022-04-11 22:34:46 main:581] : INFO : Epoch 1661 | loss: 0.0311499 | val_loss: 0.0311593 | Time: 1625.24 ms
[2022-04-11 22:34:47 main:581] : INFO : Epoch 1662 | loss: 0.0311492 | val_loss: 0.0311618 | Time: 1591.12 ms
[2022-04-11 22:34:49 main:581] : INFO : Epoch 1663 | loss: 0.03115 | val_loss: 0.03116 | Time: 1696.57 ms
[2022-04-11 22:34:50 main:581] : INFO : Epoch 1664 | loss: 0.0311494 | val_loss: 0.0311598 | Time: 1484.22 ms
[2022-04-11 22:34:52 main:581] : INFO : Epoch 1665 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 1487.47 ms
[2022-04-11 22:34:53 main:581] : INFO : Epoch 1666 | loss: 0.0311506 | val_loss: 0.0311604 | Time: 1487.59 ms
[2022-04-11 22:34:55 main:581] : INFO : Epoch 1667 | loss: 0.0311493 | val_loss: 0.0311594 | Time: 1487.77 ms
[2022-04-11 22:34:56 main:581] : INFO : Epoch 1668 | loss: 0.0311485 | val_loss: 0.03116 | Time: 1541.15 ms
[2022-04-11 22:34:58 main:581] : INFO : Epoch 1669 | loss: 0.0311495 | val_loss: 0.0311618 | Time: 1928.21 ms
[2022-04-11 22:35:00 main:581] : INFO : Epoch 1670 | loss: 0.0311498 | val_loss: 0.0311592 | Time: 1513.9 ms
[2022-04-11 22:35:01 main:581] : INFO : Epoch 1671 | loss: 0.0311489 | val_loss: 0.0311597 | Time: 1503.82 ms
[2022-04-11 22:35:03 main:581] : INFO : Epoch 1672 | loss: 0.031149 | val_loss: 0.0311593 | Time: 1485.81 ms
[2022-04-11 22:35:04 main:581] : INFO : Epoch 1673 | loss: 0.0311487 | val_loss: 0.0311623 | Time: 1504.9 ms
[2022-04-11 22:35:06 main:581] : INFO : Epoch 1674 | loss: 0.0311496 | val_loss: 0.0311606 | Time: 1557.89 ms
[2022-04-11 22:35:08 main:581] : INFO : Epoch 1675 | loss: 0.0311478 | val_loss: 0.031165 | Time: 1558.83 ms
[2022-04-11 22:35:09 main:581] : INFO : Epoch 1676 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 1542.88 ms
[2022-04-11 22:35:11 main:581] : INFO : Epoch 1677 | loss: 0.0311531 | val_loss: 0.0311646 | Time: 1653.92 ms
[2022-04-11 22:35:13 main:581] : INFO : Epoch 1678 | loss: 0.03115 | val_loss: 0.0311615 | Time: 1827.71 ms
[2022-04-11 22:35:14 main:581] : INFO : Epoch 1679 | loss: 0.0311527 | val_loss: 0.0311595 | Time: 1670.2 ms
[2022-04-11 22:35:16 main:581] : INFO : Epoch 1680 | loss: 0.0311478 | val_loss: 0.0311617 | Time: 1539.17 ms
[2022-04-11 22:35:17 main:581] : INFO : Epoch 1681 | loss: 0.0311473 | val_loss: 0.0311608 | Time: 1573.21 ms
[2022-04-11 22:35:19 main:581] : INFO : Epoch 1682 | loss: 0.0311472 | val_loss: 0.0311602 | Time: 1751.44 ms
[2022-04-11 22:35:21 main:581] : INFO : Epoch 1683 | loss: 0.0311471 | val_loss: 0.031161 | Time: 1571.67 ms
[2022-04-11 22:35:22 main:581] : INFO : Epoch 1684 | loss: 0.0311484 | val_loss: 0.0311602 | Time: 1565.41 ms
[2022-04-11 22:35:24 main:581] : INFO : Epoch 1685 | loss: 0.0311479 | val_loss: 0.0311634 | Time: 1546.03 ms
[2022-04-11 22:35:25 main:581] : INFO : Epoch 1686 | loss: 0.0311517 | val_loss: 0.0311626 | Time: 1508.08 ms
[2022-04-11 22:35:27 main:581] : INFO : Epoch 1687 | loss: 0.0311486 | val_loss: 0.0311593 | Time: 1503.96 ms
[2022-04-11 22:35:28 main:581] : INFO : Epoch 1688 | loss: 0.0311489 | val_loss: 0.0311587 | Time: 1505.75 ms
[2022-04-11 22:35:30 main:581] : INFO : Epoch 1689 | loss: 0.0311484 | val_loss: 0.0311592 | Time: 1588.25 ms
[2022-04-11 22:35:31 main:581] : INFO : Epoch 1690 | loss: 0.0311503 | val_loss: 0.0311591 | Time: 1504.72 ms
[2022-04-11 22:35:33 main:581] : INFO : Epoch 1691 | loss: 0.0311535 | val_loss: 0.0311602 | Time: 1612.01 ms
[2022-04-11 22:35:35 main:581] : INFO : Epoch 1692 | loss: 0.0311545 | val_loss: 0.0311563 | Time: 1603.75 ms
[2022-04-11 22:35:36 main:581] : INFO : Epoch 1693 | loss: 0.0311533 | val_loss: 0.031159 | Time: 1562.74 ms
[2022-04-11 22:35:38 main:581] : INFO : Epoch 1694 | loss: 0.0311543 | val_loss: 0.0311581 | Time: 1506.91 ms
[2022-04-11 22:35:39 main:581] : INFO : Epoch 1695 | loss: 0.0311545 | val_loss: 0.0311596 | Time: 1516.35 ms
[2022-04-11 22:35:41 main:581] : INFO : Epoch 1696 | loss: 0.0311547 | val_loss: 0.0311569 | Time: 1563.84 ms
[2022-04-11 22:35:42 main:581] : INFO : Epoch 1697 | loss: 0.0311531 | val_loss: 0.0311585 | Time: 1511.21 ms
[2022-04-11 22:35:44 main:581] : INFO : Epoch 1698 | loss: 0.0311524 | val_loss: 0.0311576 | Time: 1499.08 ms
[2022-04-11 22:35:45 main:581] : INFO : Epoch 1699 | loss: 0.0311512 | val_loss: 0.031156 | Time: 1511.33 ms
[2022-04-11 22:35:47 main:581] : INFO : Epoch 1700 | loss: 0.0311517 | val_loss: 0.0311587 | Time: 1534.6 ms
[2022-04-11 22:35:48 main:581] : INFO : Epoch 1701 | loss: 0.0311527 | val_loss: 0.0311598 | Time: 1509.53 ms
[2022-04-11 22:35:50 main:581] : INFO : Epoch 1702 | loss: 0.0311531 | val_loss: 0.0311655 | Time: 1514.39 ms
[2022-04-11 22:35:51 main:581] : INFO : Epoch 1703 | loss: 0.0311549 | val_loss: 0.0311618 | Time: 1529.19 ms
[2022-04-11 22:35:53 main:581] : INFO : Epoch 1704 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 1509.93 ms
[2022-04-11 22:35:54 main:581] : INFO : Epoch 1705 | loss: 0.0311634 | val_loss: 0.0311662 | Time: 1516.93 ms
[2022-04-11 22:35:56 main:581] : INFO : Epoch 1706 | loss: 0.0311619 | val_loss: 0.0311628 | Time: 1509.77 ms
[2022-04-11 22:35:57 main:581] : INFO : Epoch 1707 | loss: 0.0311599 | val_loss: 0.0311649 | Time: 1503.17 ms
[2022-04-11 22:35:59 main:581] : INFO : Epoch 1708 | loss: 0.0311603 | val_loss: 0.0311638 | Time: 1534.1 ms
[2022-04-11 22:36:01 main:581] : INFO : Epoch 1709 | loss: 0.0311579 | val_loss: 0.0311639 | Time: 1545.09 ms
[2022-04-11 22:36:02 main:581] : INFO : Epoch 1710 | loss: 0.031158 | val_loss: 0.0311641 | Time: 1509.61 ms
[2022-04-11 22:36:04 main:581] : INFO : Epoch 1711 | loss: 0.0311587 | val_loss: 0.0311653 | Time: 1504.77 ms
[2022-04-11 22:36:05 main:581] : INFO : Epoch 1712 | loss: 0.0311609 | val_loss: 0.0311646 | Time: 1530.7 ms
[2022-04-11 22:36:07 main:581] : INFO : Epoch 1713 | loss: 0.0311571 | val_loss: 0.0311624 | Time: 1494.16 ms
[2022-04-11 22:36:08 main:581] : INFO : Epoch 1714 | loss: 0.0311573 | val_loss: 0.0311604 | Time: 1507.35 ms
[2022-04-11 22:36:10 main:581] : INFO : Epoch 1715 | loss: 0.0311617 | val_loss: 0.0311647 | Time: 1512.6 ms
[2022-04-11 22:36:11 main:581] : INFO : Epoch 1716 | loss: 0.0311669 | val_loss: 0.0311635 | Time: 1527.47 ms
[2022-04-11 22:36:13 main:581] : INFO : Epoch 1717 | loss: 0.0311683 | val_loss: 0.0311661 | Time: 1539.6 ms
[2022-04-11 22:36:14 main:581] : INFO : Epoch 1718 | loss: 0.0311623 | val_loss: 0.0311664 | Time: 1515.27 ms
[2022-04-11 22:36:16 main:581] : INFO : Epoch 1719 | loss: 0.0311598 | val_loss: 0.0311593 | Time: 1500.66 ms
[2022-04-11 22:36:17 main:581] : INFO : Epoch 1720 | loss: 0.0311584 | val_loss: 0.031161 | Time: 1525.11 ms
[2022-04-11 22:36:19 main:581] : INFO : Epoch 1721 | loss: 0.0311576 | val_loss: 0.0311654 | Time: 1536.5 ms
[2022-04-11 22:36:20 main:581] : INFO : Epoch 1722 | loss: 0.0311582 | val_loss: 0.0311648 | Time: 1509.37 ms
[2022-04-11 22:36:22 main:581] : INFO : Epoch 1723 | loss: 0.0311586 | val_loss: 0.0311671 | Time: 1538.4 ms
[2022-04-11 22:36:23 main:581] : INFO : Epoch 1724 | loss: 0.031158 | val_loss: 0.0311607 | Time: 1517.45 ms
[2022-04-11 22:36:25 main:581] : INFO : Epoch 1725 | loss: 0.0311565 | val_loss: 0.0311625 | Time: 1507.04 ms
[2022-04-11 22:36:26 main:581] : INFO : Epoch 1726 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 1523.3 ms
[2022-04-11 22:36:28 main:581] : INFO : Epoch 1727 | loss: 0.031157 | val_loss: 0.0311629 | Time: 1572.91 ms
[2022-04-11 22:36:29 main:581] : INFO : Epoch 1728 | loss: 0.0311562 | val_loss: 0.031162 | Time: 1540.52 ms
[2022-04-11 22:36:31 main:581] : INFO : Epoch 1729 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 1561.46 ms
[2022-04-11 22:36:32 main:581] : INFO : Epoch 1730 | loss: 0.0311578 | val_loss: 0.0311606 | Time: 1508.97 ms
[2022-04-11 22:36:34 main:581] : INFO : Epoch 1731 | loss: 0.0311571 | val_loss: 0.0311593 | Time: 1517.36 ms
[2022-04-11 22:36:36 main:581] : INFO : Epoch 1732 | loss: 0.0311571 | val_loss: 0.0311604 | Time: 1498.23 ms
[2022-04-11 22:36:37 main:581] : INFO : Epoch 1733 | loss: 0.0311579 | val_loss: 0.0311618 | Time: 1499.53 ms
[2022-04-11 22:36:39 main:581] : INFO : Epoch 1734 | loss: 0.0311578 | val_loss: 0.031162 | Time: 1505.33 ms
[2022-04-11 22:36:40 main:581] : INFO : Epoch 1735 | loss: 0.0311565 | val_loss: 0.0311627 | Time: 1527.83 ms
[2022-04-11 22:36:42 main:581] : INFO : Epoch 1736 | loss: 0.0311553 | val_loss: 0.0311614 | Time: 1516.33 ms
[2022-04-11 22:36:43 main:581] : INFO : Epoch 1737 | loss: 0.0311552 | val_loss: 0.0311625 | Time: 1546.28 ms
[2022-04-11 22:36:45 main:581] : INFO : Epoch 1738 | loss: 0.0311599 | val_loss: 0.0311723 | Time: 1516.81 ms
[2022-04-11 22:36:46 main:581] : INFO : Epoch 1739 | loss: 0.0311577 | val_loss: 0.0311616 | Time: 1528.05 ms
[2022-04-11 22:36:48 main:581] : INFO : Epoch 1740 | loss: 0.0311543 | val_loss: 0.031162 | Time: 1570.84 ms
[2022-04-11 22:36:49 main:581] : INFO : Epoch 1741 | loss: 0.031156 | val_loss: 0.0311668 | Time: 1561.62 ms
[2022-04-11 22:36:51 main:581] : INFO : Epoch 1742 | loss: 0.031156 | val_loss: 0.031161 | Time: 1515.91 ms
[2022-04-11 22:36:52 main:581] : INFO : Epoch 1743 | loss: 0.0311547 | val_loss: 0.0311636 | Time: 1511.87 ms
[2022-04-11 22:36:54 main:581] : INFO : Epoch 1744 | loss: 0.0311546 | val_loss: 0.0311646 | Time: 1514.05 ms
[2022-04-11 22:36:55 main:581] : INFO : Epoch 1745 | loss: 0.0311529 | val_loss: 0.0311628 | Time: 1502.81 ms
[2022-04-11 22:36:57 main:581] : INFO : Epoch 1746 | loss: 0.0311516 | val_loss: 0.0311641 | Time: 1531.3 ms
[2022-04-11 22:36:58 main:581] : INFO : Epoch 1747 | loss: 0.0311521 | val_loss: 0.031164 | Time: 1510.85 ms
[2022-04-11 22:37:00 main:581] : INFO : Epoch 1748 | loss: 0.0311536 | val_loss: 0.0311641 | Time: 1521.47 ms
[2022-04-11 22:37:01 main:581] : INFO : Epoch 1749 | loss: 0.0311531 | val_loss: 0.0311693 | Time: 1515.94 ms
[2022-04-11 22:37:03 main:581] : INFO : Epoch 1750 | loss: 0.0311548 | val_loss: 0.0311632 | Time: 1500.33 ms
[2022-04-11 22:37:04 main:581] : INFO : Epoch 1751 | loss: 0.0311528 | val_loss: 0.031163 | Time: 1499.65 ms
[2022-04-11 22:37:06 main:581] : INFO : Epoch 1752 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 1512.56 ms
[2022-04-11 22:37:07 main:581] : INFO : Epoch 1753 | loss: 0.0311531 | val_loss: 0.0311599 | Time: 1501.48 ms
[2022-04-11 22:37:09 main:581] : INFO : Epoch 1754 | loss: 0.0311515 | val_loss: 0.031162 | Time: 1508.66 ms
[2022-04-11 22:37:11 main:581] : INFO : Epoch 1755 | loss: 0.0311532 | val_loss: 0.0311668 | Time: 1644.64 ms
[2022-04-11 22:37:12 main:581] : INFO : Epoch 1756 | loss: 0.0311538 | val_loss: 0.0311606 | Time: 1710.16 ms
[2022-04-11 22:37:14 main:581] : INFO : Epoch 1757 | loss: 0.0311538 | val_loss: 0.0311643 | Time: 1509.71 ms
[2022-04-11 22:37:16 main:581] : INFO : Epoch 1758 | loss: 0.0311531 | val_loss: 0.0311634 | Time: 1734.99 ms
[2022-04-11 22:37:17 main:581] : INFO : Epoch 1759 | loss: 0.0311528 | val_loss: 0.0311616 | Time: 1530.96 ms
[2022-04-11 22:37:19 main:581] : INFO : Epoch 1760 | loss: 0.0311521 | val_loss: 0.0311636 | Time: 1525.67 ms
[2022-04-11 22:37:20 main:581] : INFO : Epoch 1761 | loss: 0.0311526 | val_loss: 0.0311622 | Time: 1555.27 ms
[2022-04-11 22:37:22 main:581] : INFO : Epoch 1762 | loss: 0.0311533 | val_loss: 0.0311627 | Time: 1510.38 ms
[2022-04-11 22:37:23 main:581] : INFO : Epoch 1763 | loss: 0.0311544 | val_loss: 0.0311605 | Time: 1513.48 ms
[2022-04-11 22:37:25 main:581] : INFO : Epoch 1764 | loss: 0.0311535 | val_loss: 0.0311615 | Time: 1498.85 ms
[2022-04-11 22:37:26 main:581] : INFO : Epoch 1765 | loss: 0.0311517 | val_loss: 0.0311645 | Time: 1505.79 ms
[2022-04-11 22:37:28 main:581] : INFO : Epoch 1766 | loss: 0.0311547 | val_loss: 0.0311609 | Time: 1547.97 ms
[2022-04-11 22:37:29 main:581] : INFO : Epoch 1767 | loss: 0.0311521 | val_loss: 0.0311638 | Time: 1498.72 ms
[2022-04-11 22:37:31 main:581] : INFO : Epoch 1768 | loss: 0.0311557 | val_loss: 0.0311612 | Time: 1498.27 ms
[2022-04-11 22:37:32 main:581] : INFO : Epoch 1769 | loss: 0.0311528 | val_loss: 0.0311647 | Time: 1512.18 ms
[2022-04-11 22:37:34 main:581] : INFO : Epoch 1770 | loss: 0.0311523 | val_loss: 0.0311632 | Time: 1498.27 ms
[2022-04-11 22:37:35 main:581] : INFO : Epoch 1771 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 1534.55 ms
[2022-04-11 22:37:37 main:581] : INFO : Epoch 1772 | loss: 0.0311561 | val_loss: 0.031183 | Time: 1589.92 ms
[2022-04-11 22:37:38 main:581] : INFO : Epoch 1773 | loss: 0.0311556 | val_loss: 0.031166 | Time: 1521.55 ms
[2022-04-11 22:37:40 main:581] : INFO : Epoch 1774 | loss: 0.0311524 | val_loss: 0.0311657 | Time: 1501.73 ms
[2022-04-11 22:37:41 main:581] : INFO : Epoch 1775 | loss: 0.0311521 | val_loss: 0.0311654 | Time: 1610.87 ms
[2022-04-11 22:37:43 main:581] : INFO : Epoch 1776 | loss: 0.0311523 | val_loss: 0.0311627 | Time: 1506.89 ms
[2022-04-11 22:37:45 main:581] : INFO : Epoch 1777 | loss: 0.0311551 | val_loss: 0.0311622 | Time: 1502.88 ms
[2022-04-11 22:37:46 main:581] : INFO : Epoch 1778 | loss: 0.031154 | val_loss: 0.0311617 | Time: 1509.2 ms
[2022-04-11 22:37:48 main:581] : INFO : Epoch 1779 | loss: 0.0311545 | val_loss: 0.0311622 | Time: 1509.41 ms
[2022-04-11 22:37:49 main:581] : INFO : Epoch 1780 | loss: 0.0311557 | val_loss: 0.0311645 | Time: 1507.45 ms
[2022-04-11 22:37:51 main:581] : INFO : Epoch 1781 | loss: 0.0311573 | val_loss: 0.0311671 | Time: 1570.69 ms
[2022-04-11 22:37:52 main:581] : INFO : Epoch 1782 | loss: 0.0311549 | val_loss: 0.0311613 | Time: 1535.09 ms
[2022-04-11 22:37:54 main:581] : INFO : Epoch 1783 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 1538.65 ms
[2022-04-11 22:37:55 main:581] : INFO : Epoch 1784 | loss: 0.0311546 | val_loss: 0.0311609 | Time: 1520.47 ms
[2022-04-11 22:37:57 main:581] : INFO : Epoch 1785 | loss: 0.0311545 | val_loss: 0.0311605 | Time: 1529.07 ms
[2022-04-11 22:37:58 main:581] : INFO : Epoch 1786 | loss: 0.0311523 | val_loss: 0.0311611 | Time: 1514.87 ms
[2022-04-11 22:38:00 main:581] : INFO : Epoch 1787 | loss: 0.0311509 | val_loss: 0.0311611 | Time: 1570.36 ms
[2022-04-11 22:38:02 main:581] : INFO : Epoch 1788 | loss: 0.0311509 | val_loss: 0.0311612 | Time: 1744.43 ms
[2022-04-11 22:38:03 main:581] : INFO : Epoch 1789 | loss: 0.0311522 | val_loss: 0.0311639 | Time: 1524.3 ms
[2022-04-11 22:38:05 main:581] : INFO : Epoch 1790 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 1657.33 ms
[2022-04-11 22:38:06 main:581] : INFO : Epoch 1791 | loss: 0.031155 | val_loss: 0.0311665 | Time: 1547.44 ms
[2022-04-11 22:38:08 main:581] : INFO : Epoch 1792 | loss: 0.0311544 | val_loss: 0.0311631 | Time: 1501.6 ms
[2022-04-11 22:38:09 main:581] : INFO : Epoch 1793 | loss: 0.0311522 | val_loss: 0.0311638 | Time: 1535.99 ms
[2022-04-11 22:38:11 main:581] : INFO : Epoch 1794 | loss: 0.031153 | val_loss: 0.0311645 | Time: 1508.98 ms
[2022-04-11 22:38:12 main:581] : INFO : Epoch 1795 | loss: 0.0311519 | val_loss: 0.0311644 | Time: 1531.98 ms
[2022-04-11 22:38:14 main:581] : INFO : Epoch 1796 | loss: 0.0311564 | val_loss: 0.0311647 | Time: 1516.81 ms
[2022-04-11 22:38:15 main:581] : INFO : Epoch 1797 | loss: 0.0311586 | val_loss: 0.0311649 | Time: 1509.82 ms
[2022-04-11 22:38:17 main:581] : INFO : Epoch 1798 | loss: 0.0311558 | val_loss: 0.031165 | Time: 1544.57 ms
[2022-04-11 22:38:18 main:581] : INFO : Epoch 1799 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 1510.29 ms
[2022-04-11 22:38:20 main:581] : INFO : Epoch 1800 | loss: 0.0311553 | val_loss: 0.031162 | Time: 1503.68 ms
[2022-04-11 22:38:21 main:581] : INFO : Epoch 1801 | loss: 0.0311539 | val_loss: 0.0311616 | Time: 1505.95 ms
[2022-04-11 22:38:23 main:581] : INFO : Epoch 1802 | loss: 0.0311539 | val_loss: 0.0311641 | Time: 1504.22 ms
[2022-04-11 22:38:24 main:581] : INFO : Epoch 1803 | loss: 0.0311529 | val_loss: 0.0311649 | Time: 1505.17 ms
[2022-04-11 22:38:26 main:581] : INFO : Epoch 1804 | loss: 0.0311522 | val_loss: 0.0311623 | Time: 1581.37 ms
[2022-04-11 22:38:28 main:581] : INFO : Epoch 1805 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 1564.55 ms
[2022-04-11 22:38:29 main:581] : INFO : Epoch 1806 | loss: 0.0311525 | val_loss: 0.0311659 | Time: 1568.52 ms
[2022-04-11 22:38:31 main:581] : INFO : Epoch 1807 | loss: 0.031152 | val_loss: 0.0311637 | Time: 1505.36 ms
[2022-04-11 22:38:32 main:581] : INFO : Epoch 1808 | loss: 0.0311538 | val_loss: 0.0311649 | Time: 1503.85 ms
[2022-04-11 22:38:34 main:581] : INFO : Epoch 1809 | loss: 0.0311539 | val_loss: 0.0311646 | Time: 1607.29 ms
[2022-04-11 22:38:35 main:581] : INFO : Epoch 1810 | loss: 0.0311544 | val_loss: 0.0311621 | Time: 1524.53 ms
[2022-04-11 22:38:37 main:581] : INFO : Epoch 1811 | loss: 0.0311543 | val_loss: 0.0311636 | Time: 1591.46 ms
[2022-04-11 22:38:38 main:581] : INFO : Epoch 1812 | loss: 0.0311518 | val_loss: 0.0311636 | Time: 1523.65 ms
[2022-04-11 22:38:40 main:581] : INFO : Epoch 1813 | loss: 0.0311516 | val_loss: 0.0311628 | Time: 1527.21 ms
[2022-04-11 22:38:42 main:581] : INFO : Epoch 1814 | loss: 0.0311516 | val_loss: 0.031162 | Time: 1629.36 ms
[2022-04-11 22:38:43 main:581] : INFO : Epoch 1815 | loss: 0.0311561 | val_loss: 0.0311638 | Time: 1528.28 ms
[2022-04-11 22:38:45 main:581] : INFO : Epoch 1816 | loss: 0.0311544 | val_loss: 0.0311623 | Time: 1684.62 ms
[2022-04-11 22:38:47 main:581] : INFO : Epoch 1817 | loss: 0.0311535 | val_loss: 0.0311608 | Time: 1993.67 ms
[2022-04-11 22:38:48 main:581] : INFO : Epoch 1818 | loss: 0.0311531 | val_loss: 0.0311597 | Time: 1670.02 ms
[2022-04-11 22:38:50 main:581] : INFO : Epoch 1819 | loss: 0.0311519 | val_loss: 0.0311597 | Time: 1923.78 ms
[2022-04-11 22:38:52 main:581] : INFO : Epoch 1820 | loss: 0.0311518 | val_loss: 0.0311645 | Time: 1538.28 ms
[2022-04-11 22:38:53 main:581] : INFO : Epoch 1821 | loss: 0.0311518 | val_loss: 0.0311644 | Time: 1527.18 ms
[2022-04-11 22:38:55 main:581] : INFO : Epoch 1822 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 1529.55 ms
[2022-04-11 22:38:56 main:581] : INFO : Epoch 1823 | loss: 0.0311514 | val_loss: 0.031164 | Time: 1507.79 ms
[2022-04-11 22:38:58 main:581] : INFO : Epoch 1824 | loss: 0.0311517 | val_loss: 0.0311651 | Time: 1504.3 ms
[2022-04-11 22:39:00 main:581] : INFO : Epoch 1825 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 1503.05 ms
[2022-04-11 22:39:01 main:581] : INFO : Epoch 1826 | loss: 0.0311556 | val_loss: 0.031166 | Time: 1510.08 ms
[2022-04-11 22:39:03 main:581] : INFO : Epoch 1827 | loss: 0.031155 | val_loss: 0.0311686 | Time: 1535.25 ms
[2022-04-11 22:39:04 main:581] : INFO : Epoch 1828 | loss: 0.0311558 | val_loss: 0.031164 | Time: 1554.95 ms
[2022-04-11 22:39:06 main:581] : INFO : Epoch 1829 | loss: 0.0311547 | val_loss: 0.031169 | Time: 1518.71 ms
[2022-04-11 22:39:07 main:581] : INFO : Epoch 1830 | loss: 0.0311561 | val_loss: 0.0311619 | Time: 1534.94 ms
[2022-04-11 22:39:09 main:581] : INFO : Epoch 1831 | loss: 0.0311544 | val_loss: 0.0311681 | Time: 1527.03 ms
[2022-04-11 22:39:10 main:581] : INFO : Epoch 1832 | loss: 0.0311539 | val_loss: 0.0311646 | Time: 1595.34 ms
[2022-04-11 22:39:12 main:581] : INFO : Epoch 1833 | loss: 0.0311532 | val_loss: 0.0311616 | Time: 1521.27 ms
[2022-04-11 22:39:13 main:581] : INFO : Epoch 1834 | loss: 0.0311534 | val_loss: 0.0311618 | Time: 1500.25 ms
[2022-04-11 22:39:15 main:581] : INFO : Epoch 1835 | loss: 0.0311541 | val_loss: 0.0311609 | Time: 1562.94 ms
[2022-04-11 22:39:16 main:581] : INFO : Epoch 1836 | loss: 0.0311611 | val_loss: 0.0311655 | Time: 1508.49 ms
[2022-04-11 22:39:18 main:581] : INFO : Epoch 1837 | loss: 0.0311547 | val_loss: 0.0311677 | Time: 1511.14 ms
[2022-04-11 22:39:19 main:581] : INFO : Epoch 1838 | loss: 0.0311525 | val_loss: 0.0311615 | Time: 1506.55 ms
[2022-04-11 22:39:21 main:581] : INFO : Epoch 1839 | loss: 0.0311516 | val_loss: 0.0311618 | Time: 1537.9 ms
[2022-04-11 22:39:22 main:581] : INFO : Epoch 1840 | loss: 0.0311505 | val_loss: 0.0311632 | Time: 1505.59 ms
[2022-04-11 22:39:24 main:581] : INFO : Epoch 1841 | loss: 0.0311514 | val_loss: 0.0311624 | Time: 1511.3 ms
[2022-04-11 22:39:25 main:581] : INFO : Epoch 1842 | loss: 0.0311521 | val_loss: 0.0311645 | Time: 1501.36 ms
[2022-04-11 22:39:27 main:581] : INFO : Epoch 1843 | loss: 0.0311493 | val_loss: 0.031162 | Time: 1507.87 ms
[2022-04-11 22:39:29 main:581] : INFO : Epoch 1844 | loss: 0.0311482 | val_loss: 0.0311647 | Time: 1556.32 ms
[2022-04-11 22:39:30 main:581] : INFO : Epoch 1845 | loss: 0.0311491 | val_loss: 0.0311623 | Time: 1500.29 ms
[2022-04-11 22:39:32 main:581] : INFO : Epoch 1846 | loss: 0.0311537 | val_loss: 0.031165 | Time: 1524.15 ms
[2022-04-11 22:39:33 main:581] : INFO : Epoch 1847 | loss: 0.0311619 | val_loss: 0.0311648 | Time: 1535.62 ms
[2022-04-11 22:39:35 main:581] : INFO : Epoch 1848 | loss: 0.0311586 | val_loss: 0.031163 | Time: 1511.51 ms
[2022-04-11 22:39:36 main:581] : INFO : Epoch 1849 | loss: 0.0311547 | val_loss: 0.0311588 | Time: 1501.42 ms
[2022-04-11 22:39:38 main:581] : INFO : Epoch 1850 | loss: 0.0311549 | val_loss: 0.0311593 | Time: 1507.57 ms
[2022-04-11 22:39:39 main:581] : INFO : Epoch 1851 | loss: 0.0311548 | val_loss: 0.0311617 | Time: 1518.73 ms
[2022-04-11 22:39:41 main:581] : INFO : Epoch 1852 | loss: 0.0311543 | val_loss: 0.0311595 | Time: 1536.43 ms
[2022-04-11 22:39:42 main:581] : INFO : Epoch 1853 | loss: 0.0311539 | val_loss: 0.0311603 | Time: 1508.98 ms
[2022-04-11 22:39:44 main:581] : INFO : Epoch 1854 | loss: 0.0311533 | val_loss: 0.0311602 | Time: 1512.05 ms
[2022-04-11 22:39:45 main:581] : INFO : Epoch 1855 | loss: 0.0311566 | val_loss: 0.0311669 | Time: 1510.59 ms
[2022-04-11 22:39:47 main:581] : INFO : Epoch 1856 | loss: 0.0311567 | val_loss: 0.0311597 | Time: 1501.08 ms
[2022-04-11 22:39:48 main:581] : INFO : Epoch 1857 | loss: 0.0311543 | val_loss: 0.0311584 | Time: 1511.85 ms
[2022-04-11 22:39:50 main:581] : INFO : Epoch 1858 | loss: 0.0311542 | val_loss: 0.0311597 | Time: 1512.47 ms
[2022-04-11 22:39:51 main:581] : INFO : Epoch 1859 | loss: 0.0311544 | val_loss: 0.0311604 | Time: 1512.07 ms
[2022-04-11 22:39:53 main:581] : INFO : Epoch 1860 | loss: 0.0311555 | val_loss: 0.0311632 | Time: 1505.48 ms
[2022-04-11 22:39:54 main:581] : INFO : Epoch 1861 | loss: 0.0311511 | val_loss: 0.0311609 | Time: 1514.92 ms
[2022-04-11 22:39:56 main:581] : INFO : Epoch 1862 | loss: 0.0311534 | val_loss: 0.0311587 | Time: 1500.85 ms
[2022-04-11 22:39:57 main:581] : INFO : Epoch 1863 | loss: 0.0311514 | val_loss: 0.0311589 | Time: 1596.1 ms
[2022-04-11 22:39:59 main:581] : INFO : Epoch 1864 | loss: 0.0311512 | val_loss: 0.0311573 | Time: 1500.64 ms
[2022-04-11 22:40:00 main:581] : INFO : Epoch 1865 | loss: 0.0311525 | val_loss: 0.0311638 | Time: 1633.56 ms
[2022-04-11 22:40:02 main:581] : INFO : Epoch 1866 | loss: 0.0311526 | val_loss: 0.0311586 | Time: 1509.07 ms
[2022-04-11 22:40:04 main:581] : INFO : Epoch 1867 | loss: 0.0311544 | val_loss: 0.0311597 | Time: 1512.7 ms
[2022-04-11 22:40:05 main:581] : INFO : Epoch 1868 | loss: 0.0311557 | val_loss: 0.0311582 | Time: 1683.43 ms
[2022-04-11 22:40:07 main:581] : INFO : Epoch 1869 | loss: 0.0311545 | val_loss: 0.0311589 | Time: 1508.65 ms
[2022-04-11 22:40:08 main:581] : INFO : Epoch 1870 | loss: 0.0311537 | val_loss: 0.0311626 | Time: 1572.3 ms
[2022-04-11 22:40:10 main:581] : INFO : Epoch 1871 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 1574.48 ms
[2022-04-11 22:40:11 main:581] : INFO : Epoch 1872 | loss: 0.0311722 | val_loss: 0.0311728 | Time: 1507.66 ms
[2022-04-11 22:40:13 main:581] : INFO : Epoch 1873 | loss: 0.0311671 | val_loss: 0.0311669 | Time: 1529.31 ms
[2022-04-11 22:40:14 main:581] : INFO : Epoch 1874 | loss: 0.0311657 | val_loss: 0.0311678 | Time: 1553.33 ms
[2022-04-11 22:40:16 main:581] : INFO : Epoch 1875 | loss: 0.0311637 | val_loss: 0.031165 | Time: 1528.03 ms
[2022-04-11 22:40:17 main:581] : INFO : Epoch 1876 | loss: 0.0311627 | val_loss: 0.0311648 | Time: 1535.24 ms
[2022-04-11 22:40:19 main:581] : INFO : Epoch 1877 | loss: 0.0311684 | val_loss: 0.0311669 | Time: 1644.93 ms
[2022-04-11 22:40:21 main:581] : INFO : Epoch 1878 | loss: 0.031164 | val_loss: 0.0311629 | Time: 1520.06 ms
[2022-04-11 22:40:23 main:581] : INFO : Epoch 1879 | loss: 0.0311642 | val_loss: 0.0311667 | Time: 1899.9 ms
[2022-04-11 22:40:24 main:581] : INFO : Epoch 1880 | loss: 0.0311652 | val_loss: 0.0311659 | Time: 1511.86 ms
[2022-04-11 22:40:26 main:581] : INFO : Epoch 1881 | loss: 0.0311639 | val_loss: 0.0311671 | Time: 1508.14 ms
[2022-04-11 22:40:27 main:581] : INFO : Epoch 1882 | loss: 0.0311652 | val_loss: 0.0311656 | Time: 1500.15 ms
[2022-04-11 22:40:29 main:581] : INFO : Epoch 1883 | loss: 0.0311621 | val_loss: 0.0311633 | Time: 1500.89 ms
[2022-04-11 22:40:30 main:581] : INFO : Epoch 1884 | loss: 0.0311607 | val_loss: 0.0311658 | Time: 1509.76 ms
[2022-04-11 22:40:32 main:581] : INFO : Epoch 1885 | loss: 0.0311629 | val_loss: 0.0311669 | Time: 1537.04 ms
[2022-04-11 22:40:33 main:581] : INFO : Epoch 1886 | loss: 0.0311622 | val_loss: 0.0311629 | Time: 1750.75 ms
[2022-04-11 22:40:35 main:581] : INFO : Epoch 1887 | loss: 0.0311605 | val_loss: 0.0311631 | Time: 1971.57 ms
[2022-04-11 22:40:37 main:581] : INFO : Epoch 1888 | loss: 0.0311647 | val_loss: 0.0311676 | Time: 1500.11 ms
[2022-04-11 22:40:38 main:581] : INFO : Epoch 1889 | loss: 0.0311617 | val_loss: 0.03116 | Time: 1499.19 ms
[2022-04-11 22:40:40 main:581] : INFO : Epoch 1890 | loss: 0.0311602 | val_loss: 0.0311654 | Time: 1776.19 ms
[2022-04-11 22:40:42 main:581] : INFO : Epoch 1891 | loss: 0.0311611 | val_loss: 0.0311634 | Time: 1594.1 ms
[2022-04-11 22:40:43 main:581] : INFO : Epoch 1892 | loss: 0.0311596 | val_loss: 0.0311633 | Time: 1761.42 ms
[2022-04-11 22:40:45 main:581] : INFO : Epoch 1893 | loss: 0.0311588 | val_loss: 0.031164 | Time: 1506.64 ms
[2022-04-11 22:40:47 main:581] : INFO : Epoch 1894 | loss: 0.0311609 | val_loss: 0.0311631 | Time: 1539.96 ms
[2022-04-11 22:40:48 main:581] : INFO : Epoch 1895 | loss: 0.0311588 | val_loss: 0.0311617 | Time: 1511.33 ms
[2022-04-11 22:40:50 main:581] : INFO : Epoch 1896 | loss: 0.0311607 | val_loss: 0.0311596 | Time: 1523.23 ms
[2022-04-11 22:40:51 main:581] : INFO : Epoch 1897 | loss: 0.0311602 | val_loss: 0.0311597 | Time: 1522.94 ms
[2022-04-11 22:40:53 main:581] : INFO : Epoch 1898 | loss: 0.0311613 | val_loss: 0.03116 | Time: 1547.86 ms
[2022-04-11 22:40:54 main:581] : INFO : Epoch 1899 | loss: 0.0311594 | val_loss: 0.0311581 | Time: 1506.01 ms
[2022-04-11 22:40:56 main:581] : INFO : Epoch 1900 | loss: 0.031157 | val_loss: 0.0311572 | Time: 1509.76 ms
[2022-04-11 22:40:57 main:581] : INFO : Epoch 1901 | loss: 0.0311561 | val_loss: 0.0311585 | Time: 1524.87 ms
[2022-04-11 22:40:59 main:581] : INFO : Epoch 1902 | loss: 0.0311551 | val_loss: 0.0311565 | Time: 1948.32 ms
[2022-04-11 22:41:01 main:581] : INFO : Epoch 1903 | loss: 0.0311555 | val_loss: 0.0311586 | Time: 1526.69 ms
[2022-04-11 22:41:02 main:581] : INFO : Epoch 1904 | loss: 0.0311541 | val_loss: 0.0311594 | Time: 1518.55 ms
[2022-04-11 22:41:04 main:581] : INFO : Epoch 1905 | loss: 0.0311534 | val_loss: 0.0311608 | Time: 1522.95 ms
[2022-04-11 22:41:05 main:581] : INFO : Epoch 1906 | loss: 0.0311526 | val_loss: 0.0311591 | Time: 1539.58 ms
[2022-04-11 22:41:07 main:581] : INFO : Epoch 1907 | loss: 0.0311566 | val_loss: 0.031159 | Time: 1507 ms
[2022-04-11 22:41:08 main:581] : INFO : Epoch 1908 | loss: 0.0311558 | val_loss: 0.0311589 | Time: 1514.42 ms
[2022-04-11 22:41:10 main:581] : INFO : Epoch 1909 | loss: 0.0311575 | val_loss: 0.0311625 | Time: 1505.08 ms
[2022-04-11 22:41:11 main:581] : INFO : Epoch 1910 | loss: 0.0311521 | val_loss: 0.0311589 | Time: 1525.62 ms
[2022-04-11 22:41:13 main:581] : INFO : Epoch 1911 | loss: 0.0311533 | val_loss: 0.0311572 | Time: 1504.81 ms
[2022-04-11 22:41:14 main:581] : INFO : Epoch 1912 | loss: 0.0311531 | val_loss: 0.0311567 | Time: 1539.66 ms
[2022-04-11 22:41:16 main:581] : INFO : Epoch 1913 | loss: 0.0311533 | val_loss: 0.0311563 | Time: 1535.83 ms
[2022-04-11 22:41:17 main:581] : INFO : Epoch 1914 | loss: 0.0311508 | val_loss: 0.0311559 | Time: 1506.45 ms
[2022-04-11 22:41:19 main:581] : INFO : Epoch 1915 | loss: 0.0311508 | val_loss: 0.031159 | Time: 1504.59 ms
[2022-04-11 22:41:21 main:581] : INFO : Epoch 1916 | loss: 0.0311526 | val_loss: 0.0311566 | Time: 1669.68 ms
[2022-04-11 22:41:22 main:581] : INFO : Epoch 1917 | loss: 0.0311511 | val_loss: 0.0311542 | Time: 1618.27 ms
[2022-04-11 22:41:24 main:581] : INFO : Epoch 1918 | loss: 0.0311518 | val_loss: 0.031157 | Time: 1520.48 ms
[2022-04-11 22:41:25 main:581] : INFO : Epoch 1919 | loss: 0.0311504 | val_loss: 0.0311599 | Time: 1514 ms
[2022-04-11 22:41:27 main:581] : INFO : Epoch 1920 | loss: 0.0311519 | val_loss: 0.0311566 | Time: 1570.11 ms
[2022-04-11 22:41:28 main:581] : INFO : Epoch 1921 | loss: 0.0311519 | val_loss: 0.0311559 | Time: 1513.16 ms
[2022-04-11 22:41:30 main:581] : INFO : Epoch 1922 | loss: 0.0311535 | val_loss: 0.0311563 | Time: 1566.87 ms
[2022-04-11 22:41:32 main:581] : INFO : Epoch 1923 | loss: 0.0311529 | val_loss: 0.0311625 | Time: 1815.72 ms
[2022-04-11 22:41:33 main:581] : INFO : Epoch 1924 | loss: 0.0311546 | val_loss: 0.0311589 | Time: 1501.57 ms
[2022-04-11 22:41:35 main:581] : INFO : Epoch 1925 | loss: 0.0311519 | val_loss: 0.0311578 | Time: 1499.46 ms
[2022-04-11 22:41:36 main:581] : INFO : Epoch 1926 | loss: 0.0311567 | val_loss: 0.0311587 | Time: 1534.49 ms
[2022-04-11 22:41:38 main:581] : INFO : Epoch 1927 | loss: 0.0311563 | val_loss: 0.0311569 | Time: 1539.91 ms
[2022-04-11 22:41:39 main:581] : INFO : Epoch 1928 | loss: 0.0311542 | val_loss: 0.0311568 | Time: 1504.98 ms
[2022-04-11 22:41:41 main:581] : INFO : Epoch 1929 | loss: 0.0311546 | val_loss: 0.0311605 | Time: 1512.85 ms
[2022-04-11 22:41:42 main:581] : INFO : Epoch 1930 | loss: 0.0311533 | val_loss: 0.0311567 | Time: 1503.44 ms
[2022-04-11 22:41:44 main:581] : INFO : Epoch 1931 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 1515.69 ms
[2022-04-11 22:41:45 main:581] : INFO : Epoch 1932 | loss: 0.0311537 | val_loss: 0.0311585 | Time: 1503.23 ms
[2022-04-11 22:41:47 main:581] : INFO : Epoch 1933 | loss: 0.0311521 | val_loss: 0.0311604 | Time: 1502.84 ms
[2022-04-11 22:41:48 main:581] : INFO : Epoch 1934 | loss: 0.0311532 | val_loss: 0.0311654 | Time: 1503.49 ms
[2022-04-11 22:41:50 main:581] : INFO : Epoch 1935 | loss: 0.0311538 | val_loss: 0.0311606 | Time: 1530.69 ms
[2022-04-11 22:41:51 main:581] : INFO : Epoch 1936 | loss: 0.0311515 | val_loss: 0.0311602 | Time: 1518.91 ms
[2022-04-11 22:41:53 main:581] : INFO : Epoch 1937 | loss: 0.0311532 | val_loss: 0.031158 | Time: 1708.84 ms
[2022-04-11 22:41:55 main:581] : INFO : Epoch 1938 | loss: 0.0311548 | val_loss: 0.0311591 | Time: 1505.77 ms
[2022-04-11 22:41:56 main:581] : INFO : Epoch 1939 | loss: 0.0311576 | val_loss: 0.0311602 | Time: 1527.7 ms
[2022-04-11 22:41:58 main:581] : INFO : Epoch 1940 | loss: 0.0311575 | val_loss: 0.0311599 | Time: 1570.41 ms
[2022-04-11 22:42:00 main:581] : INFO : Epoch 1941 | loss: 0.0311569 | val_loss: 0.0311577 | Time: 1987.82 ms
[2022-04-11 22:42:01 main:581] : INFO : Epoch 1942 | loss: 0.0311556 | val_loss: 0.0311593 | Time: 1535.32 ms
[2022-04-11 22:42:03 main:581] : INFO : Epoch 1943 | loss: 0.0311541 | val_loss: 0.0311583 | Time: 1541.39 ms
[2022-04-11 22:42:04 main:581] : INFO : Epoch 1944 | loss: 0.0311585 | val_loss: 0.031159 | Time: 1530.18 ms
[2022-04-11 22:42:06 main:581] : INFO : Epoch 1945 | loss: 0.0311591 | val_loss: 0.0311592 | Time: 1532.83 ms
[2022-04-11 22:42:07 main:581] : INFO : Epoch 1946 | loss: 0.0311562 | val_loss: 0.0311564 | Time: 1519.59 ms
[2022-04-11 22:42:09 main:581] : INFO : Epoch 1947 | loss: 0.0311543 | val_loss: 0.0311574 | Time: 1526.18 ms
[2022-04-11 22:42:10 main:581] : INFO : Epoch 1948 | loss: 0.0311542 | val_loss: 0.0311588 | Time: 1555.34 ms
[2022-04-11 22:42:12 main:581] : INFO : Epoch 1949 | loss: 0.0311547 | val_loss: 0.0311595 | Time: 1513.52 ms
[2022-04-11 22:42:13 main:581] : INFO : Epoch 1950 | loss: 0.0311527 | val_loss: 0.0311609 | Time: 1511.42 ms
[2022-04-11 22:42:15 main:581] : INFO : Epoch 1951 | loss: 0.0311552 | val_loss: 0.0311635 | Time: 1539.79 ms
[2022-04-11 22:42:16 main:581] : INFO : Epoch 1952 | loss: 0.0311536 | val_loss: 0.0311589 | Time: 1502.18 ms
[2022-04-11 22:42:18 main:581] : INFO : Epoch 1953 | loss: 0.0311535 | val_loss: 0.0311588 | Time: 1505.58 ms
[2022-04-11 22:42:19 main:581] : INFO : Epoch 1954 | loss: 0.0311523 | val_loss: 0.0311561 | Time: 1515.03 ms
[2022-04-11 22:42:21 main:581] : INFO : Epoch 1955 | loss: 0.0311544 | val_loss: 0.0311593 | Time: 1504.65 ms
[2022-04-11 22:42:23 main:581] : INFO : Epoch 1956 | loss: 0.0311528 | val_loss: 0.0311558 | Time: 1562.55 ms
[2022-04-11 22:42:24 main:581] : INFO : Epoch 1957 | loss: 0.0311524 | val_loss: 0.0311585 | Time: 1519.81 ms
[2022-04-11 22:42:26 main:581] : INFO : Epoch 1958 | loss: 0.0311539 | val_loss: 0.0311564 | Time: 1523.4 ms
[2022-04-11 22:42:27 main:581] : INFO : Epoch 1959 | loss: 0.0311518 | val_loss: 0.031157 | Time: 1625.31 ms
[2022-04-11 22:42:29 main:581] : INFO : Epoch 1960 | loss: 0.0311525 | val_loss: 0.0311584 | Time: 1529.47 ms
[2022-04-11 22:42:30 main:581] : INFO : Epoch 1961 | loss: 0.0311516 | val_loss: 0.0311649 | Time: 1536.09 ms
[2022-04-11 22:42:32 main:581] : INFO : Epoch 1962 | loss: 0.0311546 | val_loss: 0.0311583 | Time: 1499.56 ms
[2022-04-11 22:42:33 main:581] : INFO : Epoch 1963 | loss: 0.0311536 | val_loss: 0.0311594 | Time: 1510.55 ms
[2022-04-11 22:42:35 main:581] : INFO : Epoch 1964 | loss: 0.0311543 | val_loss: 0.0311583 | Time: 1501.44 ms
[2022-04-11 22:42:36 main:581] : INFO : Epoch 1965 | loss: 0.0311535 | val_loss: 0.0311587 | Time: 1698.48 ms
[2022-04-11 22:42:38 main:581] : INFO : Epoch 1966 | loss: 0.0311521 | val_loss: 0.0311572 | Time: 1592.41 ms
[2022-04-11 22:42:40 main:581] : INFO : Epoch 1967 | loss: 0.0311519 | val_loss: 0.03116 | Time: 1509.3 ms
[2022-04-11 22:42:41 main:581] : INFO : Epoch 1968 | loss: 0.0311533 | val_loss: 0.0311599 | Time: 1531.98 ms
[2022-04-11 22:42:43 main:581] : INFO : Epoch 1969 | loss: 0.0311544 | val_loss: 0.0311599 | Time: 1537.51 ms
[2022-04-11 22:42:44 main:581] : INFO : Epoch 1970 | loss: 0.0311549 | val_loss: 0.0311595 | Time: 1536.84 ms
[2022-04-11 22:42:46 main:581] : INFO : Epoch 1971 | loss: 0.0311568 | val_loss: 0.0311559 | Time: 1538.77 ms
[2022-04-11 22:42:47 main:581] : INFO : Epoch 1972 | loss: 0.0311541 | val_loss: 0.0311576 | Time: 1546.71 ms
[2022-04-11 22:42:49 main:581] : INFO : Epoch 1973 | loss: 0.0311551 | val_loss: 0.0311594 | Time: 1511.32 ms
[2022-04-11 22:42:51 main:581] : INFO : Epoch 1974 | loss: 0.0311546 | val_loss: 0.0311578 | Time: 1805.21 ms
[2022-04-11 22:42:52 main:581] : INFO : Epoch 1975 | loss: 0.0311546 | val_loss: 0.0311576 | Time: 1752.46 ms
[2022-04-11 22:42:54 main:581] : INFO : Epoch 1976 | loss: 0.0311565 | val_loss: 0.0311641 | Time: 1504.96 ms
[2022-04-11 22:42:55 main:581] : INFO : Epoch 1977 | loss: 0.0311585 | val_loss: 0.0311579 | Time: 1540.26 ms
[2022-04-11 22:42:57 main:581] : INFO : Epoch 1978 | loss: 0.0311548 | val_loss: 0.0311578 | Time: 1538.69 ms
[2022-04-11 22:42:58 main:581] : INFO : Epoch 1979 | loss: 0.0311536 | val_loss: 0.0311582 | Time: 1547.64 ms
[2022-04-11 22:43:00 main:581] : INFO : Epoch 1980 | loss: 0.031154 | val_loss: 0.0311577 | Time: 1514.33 ms
[2022-04-11 22:43:02 main:581] : INFO : Epoch 1981 | loss: 0.031154 | val_loss: 0.0311632 | Time: 1532.17 ms
[2022-04-11 22:43:03 main:581] : INFO : Epoch 1982 | loss: 0.0311617 | val_loss: 0.0311611 | Time: 1503.77 ms
[2022-04-11 22:43:05 main:581] : INFO : Epoch 1983 | loss: 0.0311566 | val_loss: 0.0311601 | Time: 1519.25 ms
[2022-04-11 22:43:06 main:581] : INFO : Epoch 1984 | loss: 0.0311525 | val_loss: 0.031157 | Time: 1511.18 ms
[2022-04-11 22:43:08 main:581] : INFO : Epoch 1985 | loss: 0.0311557 | val_loss: 0.0311609 | Time: 1534.62 ms
[2022-04-11 22:43:09 main:581] : INFO : Epoch 1986 | loss: 0.031153 | val_loss: 0.0311566 | Time: 1526.88 ms
[2022-04-11 22:43:11 main:581] : INFO : Epoch 1987 | loss: 0.0311521 | val_loss: 0.0311612 | Time: 1517.16 ms
[2022-04-11 22:43:12 main:581] : INFO : Epoch 1988 | loss: 0.0311526 | val_loss: 0.0311568 | Time: 1631.13 ms
[2022-04-11 22:43:14 main:581] : INFO : Epoch 1989 | loss: 0.0311525 | val_loss: 0.0311585 | Time: 1525.94 ms
[2022-04-11 22:43:15 main:581] : INFO : Epoch 1990 | loss: 0.0311512 | val_loss: 0.0311579 | Time: 1502.9 ms
[2022-04-11 22:43:17 main:581] : INFO : Epoch 1991 | loss: 0.0311552 | val_loss: 0.0311636 | Time: 1508.54 ms
[2022-04-11 22:43:18 main:581] : INFO : Epoch 1992 | loss: 0.0311558 | val_loss: 0.0311665 | Time: 1534.02 ms
[2022-04-11 22:43:20 main:581] : INFO : Epoch 1993 | loss: 0.0311585 | val_loss: 0.0311611 | Time: 1505.26 ms
[2022-04-11 22:43:21 main:581] : INFO : Epoch 1994 | loss: 0.0311579 | val_loss: 0.0311591 | Time: 1509.47 ms
[2022-04-11 22:43:23 main:581] : INFO : Epoch 1995 | loss: 0.0311556 | val_loss: 0.0311593 | Time: 1508.28 ms
[2022-04-11 22:43:25 main:581] : INFO : Epoch 1996 | loss: 0.0311537 | val_loss: 0.0311582 | Time: 1675.37 ms
[2022-04-11 22:43:26 main:581] : INFO : Epoch 1997 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 1537.25 ms
[2022-04-11 22:43:28 main:581] : INFO : Epoch 1998 | loss: 0.0311591 | val_loss: 0.0311572 | Time: 1519.26 ms
[2022-04-11 22:43:29 main:581] : INFO : Epoch 1999 | loss: 0.0311533 | val_loss: 0.0311582 | Time: 1503.31 ms
[2022-04-11 22:43:31 main:581] : INFO : Epoch 2000 | loss: 0.0311526 | val_loss: 0.0311598 | Time: 1514.76 ms
[2022-04-11 22:43:32 main:581] : INFO : Epoch 2001 | loss: 0.0311544 | val_loss: 0.031157 | Time: 1508.89 ms
[2022-04-11 22:43:34 main:581] : INFO : Epoch 2002 | loss: 0.0311521 | val_loss: 0.031156 | Time: 1542.38 ms
[2022-04-11 22:43:35 main:581] : INFO : Epoch 2003 | loss: 0.0311518 | val_loss: 0.0311573 | Time: 1506 ms
[2022-04-11 22:43:37 main:581] : INFO : Epoch 2004 | loss: 0.0311521 | val_loss: 0.0311583 | Time: 1501.37 ms
[2022-04-11 22:43:38 main:581] : INFO : Epoch 2005 | loss: 0.0311533 | val_loss: 0.0311589 | Time: 1509.24 ms
[2022-04-11 22:43:40 main:581] : INFO : Epoch 2006 | loss: 0.0311553 | val_loss: 0.0311588 | Time: 1504.89 ms
[2022-04-11 22:43:41 main:581] : INFO : Epoch 2007 | loss: 0.031161 | val_loss: 0.0311651 | Time: 1520.69 ms
[2022-04-11 22:43:43 main:581] : INFO : Epoch 2008 | loss: 0.0311662 | val_loss: 0.0311805 | Time: 1522.96 ms
[2022-04-11 22:43:44 main:581] : INFO : Epoch 2009 | loss: 0.0311738 | val_loss: 0.0311724 | Time: 1510.96 ms
[2022-04-11 22:43:46 main:581] : INFO : Epoch 2010 | loss: 0.0311696 | val_loss: 0.0311694 | Time: 1516.31 ms
[2022-04-11 22:43:47 main:581] : INFO : Epoch 2011 | loss: 0.0311698 | val_loss: 0.0311659 | Time: 1517.66 ms
[2022-04-11 22:43:49 main:581] : INFO : Epoch 2012 | loss: 0.0311678 | val_loss: 0.031167 | Time: 1580.15 ms
[2022-04-11 22:43:50 main:581] : INFO : Epoch 2013 | loss: 0.031167 | val_loss: 0.0311678 | Time: 1545.96 ms
[2022-04-11 22:43:52 main:581] : INFO : Epoch 2014 | loss: 0.0311673 | val_loss: 0.0311658 | Time: 1511.71 ms
[2022-04-11 22:43:53 main:581] : INFO : Epoch 2015 | loss: 0.0311668 | val_loss: 0.0311657 | Time: 1506.96 ms
[2022-04-11 22:43:55 main:581] : INFO : Epoch 2016 | loss: 0.0311668 | val_loss: 0.0311663 | Time: 1511.95 ms
[2022-04-11 22:43:56 main:581] : INFO : Epoch 2017 | loss: 0.0311681 | val_loss: 0.031168 | Time: 1544.32 ms
[2022-04-11 22:43:58 main:581] : INFO : Epoch 2018 | loss: 0.0311677 | val_loss: 0.0311665 | Time: 1501.2 ms
[2022-04-11 22:44:00 main:581] : INFO : Epoch 2019 | loss: 0.0311672 | val_loss: 0.0311673 | Time: 1553.34 ms
[2022-04-11 22:44:01 main:581] : INFO : Epoch 2020 | loss: 0.0311677 | val_loss: 0.0311647 | Time: 1620.38 ms
[2022-04-11 22:44:03 main:581] : INFO : Epoch 2021 | loss: 0.0311655 | val_loss: 0.0311645 | Time: 1605.07 ms
[2022-04-11 22:44:04 main:581] : INFO : Epoch 2022 | loss: 0.0311643 | val_loss: 0.0311639 | Time: 1540.52 ms
[2022-04-11 22:44:06 main:581] : INFO : Epoch 2023 | loss: 0.0311634 | val_loss: 0.0311652 | Time: 1582.09 ms
[2022-04-11 22:44:07 main:581] : INFO : Epoch 2024 | loss: 0.0311632 | val_loss: 0.0311629 | Time: 1528.31 ms
[2022-04-11 22:44:09 main:581] : INFO : Epoch 2025 | loss: 0.0311629 | val_loss: 0.0311633 | Time: 1522.81 ms
[2022-04-11 22:44:10 main:581] : INFO : Epoch 2026 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 1533.56 ms
[2022-04-11 22:44:12 main:581] : INFO : Epoch 2027 | loss: 0.0311627 | val_loss: 0.0311639 | Time: 1513.59 ms
[2022-04-11 22:44:14 main:581] : INFO : Epoch 2028 | loss: 0.0311618 | val_loss: 0.0311631 | Time: 1521.38 ms
[2022-04-11 22:44:15 main:581] : INFO : Epoch 2029 | loss: 0.0311625 | val_loss: 0.0311724 | Time: 1514.55 ms
[2022-04-11 22:44:17 main:581] : INFO : Epoch 2030 | loss: 0.0311644 | val_loss: 0.031163 | Time: 1503.54 ms
[2022-04-11 22:44:18 main:581] : INFO : Epoch 2031 | loss: 0.0311622 | val_loss: 0.0311632 | Time: 1545.54 ms
[2022-04-11 22:44:20 main:581] : INFO : Epoch 2032 | loss: 0.0311618 | val_loss: 0.0311634 | Time: 1524.45 ms
[2022-04-11 22:44:21 main:581] : INFO : Epoch 2033 | loss: 0.0311623 | val_loss: 0.0311629 | Time: 1533.3 ms
[2022-04-11 22:44:23 main:581] : INFO : Epoch 2034 | loss: 0.0311624 | val_loss: 0.0311625 | Time: 1603.4 ms
[2022-04-11 22:44:24 main:581] : INFO : Epoch 2035 | loss: 0.0311603 | val_loss: 0.0311618 | Time: 1508.38 ms
[2022-04-11 22:44:26 main:581] : INFO : Epoch 2036 | loss: 0.0311604 | val_loss: 0.0311654 | Time: 1499.77 ms
[2022-04-11 22:44:27 main:581] : INFO : Epoch 2037 | loss: 0.0311633 | val_loss: 0.0311665 | Time: 1503.99 ms
[2022-04-11 22:44:29 main:581] : INFO : Epoch 2038 | loss: 0.0311617 | val_loss: 0.031168 | Time: 1533.01 ms
[2022-04-11 22:44:30 main:581] : INFO : Epoch 2039 | loss: 0.0311602 | val_loss: 0.0311615 | Time: 1575.25 ms
[2022-04-11 22:44:32 main:581] : INFO : Epoch 2040 | loss: 0.0311592 | val_loss: 0.0311614 | Time: 1499.13 ms
[2022-04-11 22:44:33 main:581] : INFO : Epoch 2041 | loss: 0.0311597 | val_loss: 0.0311616 | Time: 1511.7 ms
[2022-04-11 22:44:35 main:581] : INFO : Epoch 2042 | loss: 0.0311584 | val_loss: 0.0311613 | Time: 1504.7 ms
[2022-04-11 22:44:36 main:581] : INFO : Epoch 2043 | loss: 0.031161 | val_loss: 0.0311672 | Time: 1524.44 ms
[2022-04-11 22:44:38 main:581] : INFO : Epoch 2044 | loss: 0.0311617 | val_loss: 0.031163 | Time: 1517.63 ms
[2022-04-11 22:44:39 main:581] : INFO : Epoch 2045 | loss: 0.0311603 | val_loss: 0.0311619 | Time: 1540.27 ms
[2022-04-11 22:44:41 main:581] : INFO : Epoch 2046 | loss: 0.0311598 | val_loss: 0.0311631 | Time: 1517.51 ms
[2022-04-11 22:44:43 main:581] : INFO : Epoch 2047 | loss: 0.0311649 | val_loss: 0.0311613 | Time: 1519.02 ms
[2022-04-11 22:44:44 main:581] : INFO : Epoch 2048 | loss: 0.0311621 | val_loss: 0.031166 | Time: 1508.42 ms
[2022-04-11 22:44:44 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031166
[2022-04-11 22:44:44 main:610] : INFO : Saving end state to config to file
[2022-04-11 22:44:44 main:615] : INFO : Success, exiting..
22:44:44 (56197): 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)