Task 7848452
| Name | ParityModified-1631735657-19071-1_1 |
| Workunit | 5307854 |
| Created | 5 Oct 2021, 20:30:27 UTC |
| Sent | 5 Oct 2021, 21:23:28 UTC |
| Report deadline | 12 Oct 2021, 21:23:28 UTC |
| Received | 6 Oct 2021, 11:38:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 8 sec |
| CPU time | 50 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :581] : INFO : Epoch 1538 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1467.54 ms [2021-10-06 06:26:03 main:581] : INFO : Epoch 1539 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1456.9 ms [2021-10-06 06:26:04 main:581] : INFO : Epoch 1540 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1447.88 ms [2021-10-06 06:26:06 main:581] : INFO : Epoch 1541 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1437.77 ms [2021-10-06 06:26:07 main:581] : INFO : Epoch 1542 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1440.27 ms [2021-10-06 06:26:09 main:581] : INFO : Epoch 1543 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1464.46 ms [2021-10-06 06:26:10 main:581] : INFO : Epoch 1544 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1434.21 ms [2021-10-06 06:26:12 main:581] : INFO : Epoch 1545 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1473.13 ms [2021-10-06 06:26:13 main:581] : INFO : Epoch 1546 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1461.83 ms [2021-10-06 06:26:15 main:581] : INFO : Epoch 1547 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1456.66 ms [2021-10-06 06:26:16 main:581] : INFO : Epoch 1548 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1451.46 ms [2021-10-06 06:26:17 main:581] : INFO : Epoch 1549 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1443.06 ms [2021-10-06 06:26:19 main:581] : INFO : Epoch 1550 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1441.82 ms [2021-10-06 06:26:20 main:581] : INFO : Epoch 1551 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1462.09 ms [2021-10-06 06:26:22 main:581] : INFO : Epoch 1552 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1465.75 ms [2021-10-06 06:26:23 main:581] : INFO : Epoch 1553 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1534.07 ms [2021-10-06 06:26:25 main:581] : INFO : Epoch 1554 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1464.97 ms [2021-10-06 06:26:26 main:581] : INFO : Epoch 1555 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1467.84 ms [2021-10-06 06:26:28 main:581] : INFO : Epoch 1556 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1456.18 ms [2021-10-06 06:26:29 main:581] : INFO : Epoch 1557 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1450.11 ms [2021-10-06 06:26:31 main:581] : INFO : Epoch 1558 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1462.34 ms [2021-10-06 06:26:32 main:581] : INFO : Epoch 1559 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1460.91 ms [2021-10-06 06:26:34 main:581] : INFO : Epoch 1560 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1442.76 ms [2021-10-06 06:26:35 main:581] : INFO : Epoch 1561 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1442.23 ms [2021-10-06 06:26:36 main:581] : INFO : Epoch 1562 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1451.89 ms [2021-10-06 06:26:38 main:581] : INFO : Epoch 1563 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1459.28 ms [2021-10-06 06:26:39 main:581] : INFO : Epoch 1564 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1437.75 ms [2021-10-06 06:26:41 main:581] : INFO : Epoch 1565 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1434.14 ms [2021-10-06 06:26:42 main:581] : INFO : Epoch 1566 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1437.4 ms [2021-10-06 06:26:44 main:581] : INFO : Epoch 1567 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1485.62 ms [2021-10-06 06:26:45 main:581] : INFO : Epoch 1568 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1459.08 ms [2021-10-06 06:26:47 main:581] : INFO : Epoch 1569 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1463.13 ms [2021-10-06 06:26:48 main:581] : INFO : Epoch 1570 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1455.75 ms [2021-10-06 06:26:50 main:581] : INFO : Epoch 1571 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1445.4 ms [2021-10-06 06:26:51 main:581] : INFO : Epoch 1572 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1437.79 ms [2021-10-06 06:26:52 main:581] : INFO : Epoch 1573 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1460.56 ms [2021-10-06 06:26:54 main:581] : INFO : Epoch 1574 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1469.84 ms [2021-10-06 06:26:55 main:581] : INFO : Epoch 1575 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1474.15 ms [2021-10-06 06:26:57 main:581] : INFO : Epoch 1576 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1442.4 ms [2021-10-06 06:26:58 main:581] : INFO : Epoch 1577 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1492.38 ms [2021-10-06 06:27:00 main:581] : INFO : Epoch 1578 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1487.96 ms [2021-10-06 06:27:01 main:581] : INFO : Epoch 1579 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1460.98 ms [2021-10-06 06:27:03 main:581] : INFO : Epoch 1580 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1476.38 ms [2021-10-06 06:27:04 main:581] : INFO : Epoch 1581 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1447.82 ms [2021-10-06 06:27:06 main:581] : INFO : Epoch 1582 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1446.39 ms [2021-10-06 06:27:07 main:581] : INFO : Epoch 1583 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1433.26 ms [2021-10-06 06:27:09 main:581] : INFO : Epoch 1584 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1445.82 ms [2021-10-06 06:27:10 main:581] : INFO : Epoch 1585 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1467.7 ms [2021-10-06 06:27:11 main:581] : INFO : Epoch 1586 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1448.32 ms [2021-10-06 06:27:13 main:581] : INFO : Epoch 1587 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1472.58 ms [2021-10-06 06:27:14 main:581] : INFO : Epoch 1588 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1445.54 ms [2021-10-06 06:27:16 main:581] : INFO : Epoch 1589 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 1450.82 ms [2021-10-06 06:27:17 main:581] : INFO : Epoch 1590 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1477.37 ms [2021-10-06 06:27:19 main:581] : INFO : Epoch 1591 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1442.18 ms [2021-10-06 06:27:20 main:581] : INFO : Epoch 1592 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1459.57 ms [2021-10-06 06:27:22 main:581] : INFO : Epoch 1593 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1452.86 ms [2021-10-06 06:27:23 main:581] : INFO : Epoch 1594 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 1458.66 ms [2021-10-06 06:27:25 main:581] : INFO : Epoch 1595 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1450.31 ms [2021-10-06 06:27:26 main:581] : INFO : Epoch 1596 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1545.83 ms [2021-10-06 06:27:28 main:581] : INFO : Epoch 1597 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1713.25 ms [2021-10-06 06:27:29 main:581] : INFO : Epoch 1598 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1508.76 ms [2021-10-06 06:27:31 main:581] : INFO : Epoch 1599 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1434.4 ms [2021-10-06 06:27:32 main:581] : INFO : Epoch 1600 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1450.2 ms [2021-10-06 06:27:34 main:581] : INFO : Epoch 1601 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1478.97 ms [2021-10-06 06:27:35 main:581] : INFO : Epoch 1602 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1492.21 ms [2021-10-06 06:27:37 main:581] : INFO : Epoch 1603 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1459.76 ms [2021-10-06 06:27:38 main:581] : INFO : Epoch 1604 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1476.87 ms [2021-10-06 06:27:40 main:581] : INFO : Epoch 1605 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1469.27 ms [2021-10-06 06:27:41 main:581] : INFO : Epoch 1606 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1446.3 ms [2021-10-06 06:27:42 main:581] : INFO : Epoch 1607 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1464.52 ms [2021-10-06 06:27:44 main:581] : INFO : Epoch 1608 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1464.89 ms [2021-10-06 06:27:45 main:581] : INFO : Epoch 1609 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1479.03 ms [2021-10-06 06:27:47 main:581] : INFO : Epoch 1610 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1463.26 ms [2021-10-06 06:27:48 main:581] : INFO : Epoch 1611 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1506.51 ms [2021-10-06 06:27:50 main:581] : INFO : Epoch 1612 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1478.05 ms [2021-10-06 06:27:51 main:581] : INFO : Epoch 1613 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1444.98 ms [2021-10-06 06:27:53 main:581] : INFO : Epoch 1614 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1461.31 ms [2021-10-06 06:27:54 main:581] : INFO : Epoch 1615 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1575.72 ms [2021-10-06 06:27:56 main:581] : INFO : Epoch 1616 | loss: 0.031248 | val_loss: 0.0312484 | Time: 1569.5 ms [2021-10-06 06:27:57 main:581] : INFO : Epoch 1617 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 1465.95 ms [2021-10-06 06:27:59 main:581] : INFO : Epoch 1618 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1473.51 ms [2021-10-06 06:28:00 main:581] : INFO : Epoch 1619 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 1460.03 ms [2021-10-06 06:28:02 main:581] : INFO : Epoch 1620 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1469.29 ms [2021-10-06 06:28:03 main:581] : INFO : Epoch 1621 | loss: 0.031248 | val_loss: 0.0312468 | Time: 1481.71 ms [2021-10-06 06:28:05 main:581] : INFO : Epoch 1622 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1461.84 ms [2021-10-06 06:28:06 main:581] : INFO : Epoch 1623 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1571.71 ms [2021-10-06 06:28:08 main:581] : INFO : Epoch 1624 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1499.74 ms [2021-10-06 06:28:09 main:581] : INFO : Epoch 1625 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1449.7 ms [2021-10-06 06:28:11 main:581] : INFO : Epoch 1626 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 1433.39 ms [2021-10-06 06:28:12 main:581] : INFO : Epoch 1627 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1460.27 ms [2021-10-06 06:28:14 main:581] : INFO : Epoch 1628 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 1445.96 ms [2021-10-06 06:28:15 main:581] : INFO : Epoch 1629 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1447.19 ms [2021-10-06 06:28:16 main:581] : INFO : Epoch 1630 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1447.59 ms [2021-10-06 06:28:18 main:581] : INFO : Epoch 1631 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1463.81 ms [2021-10-06 06:28:19 main:581] : INFO : Epoch 1632 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 1447.85 ms [2021-10-06 06:28:21 main:581] : INFO : Epoch 1633 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1484.95 ms [2021-10-06 06:28:22 main:581] : INFO : Epoch 1634 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1459.9 ms [2021-10-06 06:28:24 main:581] : INFO : Epoch 1635 | loss: 0.031248 | val_loss: 0.0312468 | Time: 1458.62 ms [2021-10-06 06:28:25 main:581] : INFO : Epoch 1636 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 1482.45 ms [2021-10-06 06:28:27 main:581] : INFO : Epoch 1637 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1503.25 ms [2021-10-06 06:28:28 main:581] : INFO : Epoch 1638 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1468.24 ms [2021-10-06 06:28:30 main:581] : INFO : Epoch 1639 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1502.67 ms [2021-10-06 06:28:31 main:581] : INFO : Epoch 1640 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1476.76 ms [2021-10-06 06:28:33 main:581] : INFO : Epoch 1641 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 1452.61 ms [2021-10-06 06:28:34 main:581] : INFO : Epoch 1642 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 1464.18 ms [2021-10-06 06:28:36 main:581] : INFO : Epoch 1643 | loss: 0.0312476 | val_loss: 0.031247 | Time: 1466.42 ms [2021-10-06 06:28:37 main:581] : INFO : Epoch 1644 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1469.43 ms [2021-10-06 06:28:39 main:581] : INFO : Epoch 1645 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1434.64 ms [2021-10-06 06:28:40 main:581] : INFO : Epoch 1646 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1450.33 ms [2021-10-06 06:28:41 main:581] : INFO : Epoch 1647 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 1470.48 ms [2021-10-06 06:28:43 main:581] : INFO : Epoch 1648 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1436.08 ms [2021-10-06 06:28:44 main:581] : INFO : Epoch 1649 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1487.38 ms [2021-10-06 06:28:46 main:581] : INFO : Epoch 1650 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1471.63 ms [2021-10-06 06:28:47 main:581] : INFO : Epoch 1651 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1444.42 ms [2021-10-06 06:28:49 main:581] : INFO : Epoch 1652 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 1457.02 ms [2021-10-06 06:28:50 main:581] : INFO : Epoch 1653 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1506.08 ms [2021-10-06 06:28:52 main:581] : INFO : Epoch 1654 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1458.69 ms [2021-10-06 06:28:53 main:581] : INFO : Epoch 1655 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 1465.91 ms [2021-10-06 06:28:55 main:581] : INFO : Epoch 1656 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 1471.26 ms [2021-10-06 06:28:56 main:581] : INFO : Epoch 1657 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 1497.18 ms [2021-10-06 06:28:58 main:581] : INFO : Epoch 1658 | loss: 0.0312467 | val_loss: 0.031246 | Time: 1485.67 ms [2021-10-06 06:28:59 main:581] : INFO : Epoch 1659 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 1445.41 ms [2021-10-06 06:29:01 main:581] : INFO : Epoch 1660 | loss: 0.0312474 | val_loss: 0.0312454 | Time: 1474 ms [2021-10-06 06:29:02 main:581] : INFO : Epoch 1661 | loss: 0.0312473 | val_loss: 0.0312454 | Time: 1468.9 ms [2021-10-06 06:29:03 main:581] : INFO : Epoch 1662 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 1440.24 ms [2021-10-06 06:29:05 main:581] : INFO : Epoch 1663 | loss: 0.0312474 | val_loss: 0.0312453 | Time: 1456.13 ms [2021-10-06 06:29:06 main:581] : INFO : Epoch 1664 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 1454.04 ms [2021-10-06 06:29:08 main:581] : INFO : Epoch 1665 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 1475.07 ms [2021-10-06 06:29:09 main:581] : INFO : Epoch 1666 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 1450.74 ms [2021-10-06 06:29:11 main:581] : INFO : Epoch 1667 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 1474.93 ms [2021-10-06 06:29:12 main:581] : INFO : Epoch 1668 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 1472.18 ms [2021-10-06 06:29:14 main:581] : INFO : Epoch 1669 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 1472.02 ms [2021-10-06 06:29:15 main:581] : INFO : Epoch 1670 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 1489.96 ms [2021-10-06 06:29:17 main:581] : INFO : Epoch 1671 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1459.3 ms [2021-10-06 06:29:18 main:581] : INFO : Epoch 1672 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 1458.3 ms [2021-10-06 06:29:20 main:581] : INFO : Epoch 1673 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 1463.26 ms [2021-10-06 06:29:21 main:581] : INFO : Epoch 1674 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 1451.39 ms [2021-10-06 06:29:23 main:581] : INFO : Epoch 1675 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 1560.9 ms [2021-10-06 06:29:24 main:581] : INFO : Epoch 1676 | loss: 0.0312466 | val_loss: 0.0312449 | Time: 1595.12 ms [2021-10-06 06:29:26 main:581] : INFO : Epoch 1677 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 1444.66 ms [2021-10-06 06:29:27 main:581] : INFO : Epoch 1678 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 1447.12 ms [2021-10-06 06:29:29 main:581] : INFO : Epoch 1679 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 1452.94 ms [2021-10-06 06:29:30 main:581] : INFO : Epoch 1680 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 1469.71 ms [2021-10-06 06:29:31 main:581] : INFO : Epoch 1681 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 1457.77 ms [2021-10-06 06:29:33 main:581] : INFO : Epoch 1682 | loss: 0.031246 | val_loss: 0.0312444 | Time: 1464.46 ms [2021-10-06 06:29:34 main:581] : INFO : Epoch 1683 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1456.58 ms [2021-10-06 06:29:36 main:581] : INFO : Epoch 1684 | loss: 0.0312461 | val_loss: 0.0312439 | Time: 1448.21 ms [2021-10-06 06:29:37 main:581] : INFO : Epoch 1685 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 1473.17 ms [2021-10-06 06:29:39 main:581] : INFO : Epoch 1686 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 1453.32 ms [2021-10-06 06:29:40 main:581] : INFO : Epoch 1687 | loss: 0.0312457 | val_loss: 0.0312437 | Time: 1442.68 ms [2021-10-06 06:29:42 main:581] : INFO : Epoch 1688 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 1461.15 ms [2021-10-06 06:29:43 main:581] : INFO : Epoch 1689 | loss: 0.0312456 | val_loss: 0.0312436 | Time: 1493.55 ms [2021-10-06 06:29:45 main:581] : INFO : Epoch 1690 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 1455.58 ms [2021-10-06 06:29:46 main:581] : INFO : Epoch 1691 | loss: 0.0312463 | val_loss: 0.0312436 | Time: 1464.31 ms [2021-10-06 06:29:48 main:581] : INFO : Epoch 1692 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 1479.74 ms [2021-10-06 06:29:49 main:581] : INFO : Epoch 1693 | loss: 0.0312455 | val_loss: 0.0312434 | Time: 1463.43 ms [2021-10-06 06:29:50 main:581] : INFO : Epoch 1694 | loss: 0.0312453 | val_loss: 0.0312435 | Time: 1462.51 ms [2021-10-06 06:29:52 main:581] : INFO : Epoch 1695 | loss: 0.0312457 | val_loss: 0.0312435 | Time: 1474.17 ms [2021-10-06 06:29:53 main:581] : INFO : Epoch 1696 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 1457.8 ms [2021-10-06 06:29:55 main:581] : INFO : Epoch 1697 | loss: 0.0312456 | val_loss: 0.0312433 | Time: 1457.14 ms [2021-10-06 06:29:56 main:581] : INFO : Epoch 1698 | loss: 0.0312455 | val_loss: 0.0312432 | Time: 1433.43 ms [2021-10-06 06:29:58 main:581] : INFO : Epoch 1699 | loss: 0.0312457 | val_loss: 0.0312439 | Time: 1454.84 ms [2021-10-06 06:29:59 main:581] : INFO : Epoch 1700 | loss: 0.0312452 | val_loss: 0.0312432 | Time: 1493.03 ms [2021-10-06 06:30:01 main:581] : INFO : Epoch 1701 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1476.71 ms [2021-10-06 06:30:02 main:581] : INFO : Epoch 1702 | loss: 0.0312455 | val_loss: 0.0312436 | Time: 1478.29 ms [2021-10-06 06:30:04 main:581] : INFO : Epoch 1703 | loss: 0.0312449 | val_loss: 0.0312431 | Time: 1480.86 ms [2021-10-06 06:30:05 main:581] : INFO : Epoch 1704 | loss: 0.0312452 | val_loss: 0.0312426 | Time: 1442.33 ms [2021-10-06 06:30:07 main:581] : INFO : Epoch 1705 | loss: 0.0312448 | val_loss: 0.0312426 | Time: 1445.21 ms [2021-10-06 06:30:08 main:581] : INFO : Epoch 1706 | loss: 0.0312449 | val_loss: 0.0312431 | Time: 1464.03 ms [2021-10-06 06:30:09 main:581] : INFO : Epoch 1707 | loss: 0.0312456 | val_loss: 0.031243 | Time: 1437.78 ms [2021-10-06 06:30:11 main:581] : INFO : Epoch 1708 | loss: 0.0312451 | val_loss: 0.0312426 | Time: 1436.25 ms [2021-10-06 06:30:12 main:581] : INFO : Epoch 1709 | loss: 0.0312446 | val_loss: 0.0312429 | Time: 1440.37 ms [2021-10-06 06:30:14 main:581] : INFO : Epoch 1710 | loss: 0.031245 | val_loss: 0.0312427 | Time: 1465.95 ms [2021-10-06 06:30:15 main:581] : INFO : Epoch 1711 | loss: 0.0312449 | val_loss: 0.0312431 | Time: 1473.68 ms [2021-10-06 06:30:17 main:581] : INFO : Epoch 1712 | loss: 0.031245 | val_loss: 0.031242 | Time: 1459.17 ms [2021-10-06 06:30:18 main:581] : INFO : Epoch 1713 | loss: 0.0312448 | val_loss: 0.0312432 | Time: 1435.58 ms [2021-10-06 06:30:20 main:581] : INFO : Epoch 1714 | loss: 0.0312448 | val_loss: 0.0312418 | Time: 1460.34 ms [2021-10-06 06:30:21 main:581] : INFO : Epoch 1715 | loss: 0.0312445 | val_loss: 0.0312421 | Time: 1444.97 ms [2021-10-06 06:30:23 main:581] : INFO : Epoch 1716 | loss: 0.0312448 | val_loss: 0.0312419 | Time: 1463.06 ms [2021-10-06 06:30:24 main:581] : INFO : Epoch 1717 | loss: 0.0312443 | val_loss: 0.031242 | Time: 1458.19 ms [2021-10-06 06:30:25 main:581] : INFO : Epoch 1718 | loss: 0.0312448 | val_loss: 0.0312427 | Time: 1437.53 ms [2021-10-06 06:30:27 main:581] : INFO : Epoch 1719 | loss: 0.031245 | val_loss: 0.031242 | Time: 1448.51 ms [2021-10-06 06:30:28 main:581] : INFO : Epoch 1720 | loss: 0.0312445 | val_loss: 0.0312419 | Time: 1479.12 ms [2021-10-06 06:30:30 main:581] : INFO : Epoch 1721 | loss: 0.031245 | val_loss: 0.0312421 | Time: 1679.52 ms [2021-10-06 06:30:32 main:581] : INFO : Epoch 1722 | loss: 0.0312443 | val_loss: 0.0312423 | Time: 1654.98 ms [2021-10-06 06:30:33 main:581] : INFO : Epoch 1723 | loss: 0.0312444 | val_loss: 0.0312421 | Time: 1509.01 ms [2021-10-06 06:30:35 main:581] : INFO : Epoch 1724 | loss: 0.0312451 | val_loss: 0.0312418 | Time: 1483.32 ms [2021-10-06 06:30:36 main:581] : INFO : Epoch 1725 | loss: 0.0312453 | val_loss: 0.0312428 | Time: 1454.85 ms [2021-10-06 06:30:38 main:581] : INFO : Epoch 1726 | loss: 0.031245 | val_loss: 0.0312427 | Time: 1479.87 ms [2021-10-06 06:30:39 main:581] : INFO : Epoch 1727 | loss: 0.0312445 | val_loss: 0.0312414 | Time: 1460.49 ms [2021-10-06 06:30:41 main:581] : INFO : Epoch 1728 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 1473.43 ms [2021-10-06 06:30:42 main:581] : INFO : Epoch 1729 | loss: 0.0312462 | val_loss: 0.0312436 | Time: 1460.55 ms [2021-10-06 06:30:44 main:581] : INFO : Epoch 1730 | loss: 0.0312449 | val_loss: 0.031242 | Time: 1456.67 ms [2021-10-06 06:30:45 main:581] : INFO : Epoch 1731 | loss: 0.0312456 | val_loss: 0.0312416 | Time: 1477.16 ms [2021-10-06 06:30:46 main:581] : INFO : Epoch 1732 | loss: 0.0312445 | val_loss: 0.031242 | Time: 1453.85 ms [2021-10-06 06:30:48 main:581] : INFO : Epoch 1733 | loss: 0.0312443 | val_loss: 0.0312416 | Time: 1487.65 ms [2021-10-06 06:30:49 main:581] : INFO : Epoch 1734 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 1414.49 ms [2021-10-06 06:30:51 main:581] : INFO : Epoch 1735 | loss: 0.031245 | val_loss: 0.0312414 | Time: 1458.32 ms [2021-10-06 06:30:52 main:581] : INFO : Epoch 1736 | loss: 0.0312445 | val_loss: 0.0312432 | Time: 1428.49 ms [2021-10-06 06:30:54 main:581] : INFO : Epoch 1737 | loss: 0.0312456 | val_loss: 0.0312423 | Time: 1499.59 ms [2021-10-06 06:30:55 main:581] : INFO : Epoch 1738 | loss: 0.0312447 | val_loss: 0.0312414 | Time: 1689.13 ms [2021-10-06 06:30:57 main:581] : INFO : Epoch 1739 | loss: 0.0312441 | val_loss: 0.0312414 | Time: 1459.26 ms [2021-10-06 06:30:58 main:581] : INFO : Epoch 1740 | loss: 0.0312451 | val_loss: 0.0312422 | Time: 1511.16 ms [2021-10-06 06:31:00 main:581] : INFO : Epoch 1741 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 1459.29 ms [2021-10-06 06:31:01 main:581] : INFO : Epoch 1742 | loss: 0.0312464 | val_loss: 0.031242 | Time: 1456.06 ms [2021-10-06 06:31:03 main:581] : INFO : Epoch 1743 | loss: 0.0312448 | val_loss: 0.031241 | Time: 1454.05 ms [2021-10-06 06:31:04 main:581] : INFO : Epoch 1744 | loss: 0.0312447 | val_loss: 0.0312408 | Time: 1468.21 ms [2021-10-06 06:31:06 main:581] : INFO : Epoch 1745 | loss: 0.031245 | val_loss: 0.0312449 | Time: 1456.43 ms [2021-10-06 06:31:07 main:581] : INFO : Epoch 1746 | loss: 0.0312458 | val_loss: 0.0312409 | Time: 1474.89 ms [2021-10-06 06:31:09 main:581] : INFO : Epoch 1747 | loss: 0.031244 | val_loss: 0.0312428 | Time: 1459.54 ms [2021-10-06 06:31:10 main:581] : INFO : Epoch 1748 | loss: 0.0312454 | val_loss: 0.0312411 | Time: 1464.3 ms [2021-10-06 06:31:12 main:581] : INFO : Epoch 1749 | loss: 0.0312437 | val_loss: 0.0312416 | Time: 1489.81 ms [2021-10-06 06:31:13 main:581] : INFO : Epoch 1750 | loss: 0.0312455 | val_loss: 0.031241 | Time: 1473.83 ms [2021-10-06 06:31:15 main:581] : INFO : Epoch 1751 | loss: 0.0312446 | val_loss: 0.0312407 | Time: 1471.15 ms [2021-10-06 06:31:16 main:581] : INFO : Epoch 1752 | loss: 0.0312447 | val_loss: 0.0312414 | Time: 1488.84 ms [2021-10-06 06:31:17 main:581] : INFO : Epoch 1753 | loss: 0.0312445 | val_loss: 0.0312414 | Time: 1453.83 ms [2021-10-06 06:31:19 main:581] : INFO : Epoch 1754 | loss: 0.0312445 | val_loss: 0.0312427 | Time: 1448.73 ms [2021-10-06 06:31:20 main:581] : INFO : Epoch 1755 | loss: 0.031245 | val_loss: 0.0312414 | Time: 1464.18 ms [2021-10-06 06:31:22 main:581] : INFO : Epoch 1756 | loss: 0.0312439 | val_loss: 0.0312407 | Time: 1440.94 ms [2021-10-06 06:31:23 main:581] : INFO : Epoch 1757 | loss: 0.0312438 | val_loss: 0.0312403 | Time: 1458.83 ms [2021-10-06 06:31:25 main:581] : INFO : Epoch 1758 | loss: 0.0312446 | val_loss: 0.0312422 | Time: 1583.23 ms [2021-10-06 06:31:26 main:581] : INFO : Epoch 1759 | loss: 0.0312443 | val_loss: 0.0312409 | Time: 1459.45 ms [2021-10-06 06:31:28 main:581] : INFO : Epoch 1760 | loss: 0.0312445 | val_loss: 0.031241 | Time: 1461.35 ms [2021-10-06 06:31:29 main:581] : INFO : Epoch 1761 | loss: 0.0312451 | val_loss: 0.0312406 | Time: 1463.43 ms [2021-10-06 06:31:31 main:581] : INFO : Epoch 1762 | loss: 0.0312445 | val_loss: 0.0312425 | Time: 1487.3 ms [2021-10-06 06:31:32 main:581] : INFO : Epoch 1763 | loss: 0.0312454 | val_loss: 0.0312422 | Time: 1477.81 ms [2021-10-06 06:31:34 main:581] : INFO : Epoch 1764 | loss: 0.0312451 | val_loss: 0.0312421 | Time: 1468.04 ms [2021-10-06 06:31:35 main:581] : INFO : Epoch 1765 | loss: 0.0312449 | val_loss: 0.0312404 | Time: 1452.28 ms [2021-10-06 06:31:37 main:581] : INFO : Epoch 1766 | loss: 0.0312443 | val_loss: 0.0312416 | Time: 1471.41 ms [2021-10-06 06:31:38 main:581] : INFO : Epoch 1767 | loss: 0.0312441 | val_loss: 0.0312406 | Time: 1431.95 ms [2021-10-06 06:31:39 main:581] : INFO : Epoch 1768 | loss: 0.0312442 | val_loss: 0.0312416 | Time: 1449.35 ms [2021-10-06 06:31:41 main:581] : INFO : Epoch 1769 | loss: 0.0312443 | val_loss: 0.0312407 | Time: 1479.45 ms [2021-10-06 06:31:42 main:581] : INFO : Epoch 1770 | loss: 0.0312447 | val_loss: 0.0312434 | Time: 1456.02 ms [2021-10-06 06:31:44 main:581] : INFO : Epoch 1771 | loss: 0.0312462 | val_loss: 0.0312416 | Time: 1522.12 ms [2021-10-06 06:31:45 main:581] : INFO : Epoch 1772 | loss: 0.0312449 | val_loss: 0.0312409 | Time: 1431.83 ms [2021-10-06 06:31:47 main:581] : INFO : Epoch 1773 | loss: 0.0312445 | val_loss: 0.0312433 | Time: 1439.43 ms [2021-10-06 06:31:48 main:581] : INFO : Epoch 1774 | loss: 0.0312463 | val_loss: 0.0312416 | Time: 1431.27 ms [2021-10-06 06:31:50 main:581] : INFO : Epoch 1775 | loss: 0.031246 | val_loss: 0.0312431 | Time: 1454.51 ms [2021-10-06 06:31:51 main:581] : INFO : Epoch 1776 | loss: 0.0312448 | val_loss: 0.0312423 | Time: 1469.02 ms [2021-10-06 06:31:53 main:581] : INFO : Epoch 1777 | loss: 0.0312446 | val_loss: 0.0312405 | Time: 1474.38 ms [2021-10-06 06:31:54 main:581] : INFO : Epoch 1778 | loss: 0.031245 | val_loss: 0.0312448 | Time: 1464.73 ms [2021-10-06 06:31:56 main:581] : INFO : Epoch 1779 | loss: 0.0312447 | val_loss: 0.0312404 | Time: 1463.43 ms [2021-10-06 06:31:57 main:581] : INFO : Epoch 1780 | loss: 0.0312443 | val_loss: 0.0312407 | Time: 1474.39 ms [2021-10-06 06:31:59 main:581] : INFO : Epoch 1781 | loss: 0.0312444 | val_loss: 0.031242 | Time: 1454.26 ms [2021-10-06 06:32:00 main:581] : INFO : Epoch 1782 | loss: 0.031245 | val_loss: 0.0312402 | Time: 1459.69 ms [2021-10-06 06:32:01 main:581] : INFO : Epoch 1783 | loss: 0.0312443 | val_loss: 0.031242 | Time: 1472.41 ms [2021-10-06 06:32:03 main:581] : INFO : Epoch 1784 | loss: 0.0312453 | val_loss: 0.0312419 | Time: 1472.82 ms [2021-10-06 06:32:04 main:581] : INFO : Epoch 1785 | loss: 0.0312438 | val_loss: 0.0312417 | Time: 1445.02 ms [2021-10-06 06:32:06 main:581] : INFO : Epoch 1786 | loss: 0.0312445 | val_loss: 0.031241 | Time: 1449.03 ms [2021-10-06 06:32:07 main:581] : INFO : Epoch 1787 | loss: 0.031244 | val_loss: 0.0312414 | Time: 1464.26 ms [2021-10-06 06:32:09 main:581] : INFO : Epoch 1788 | loss: 0.0312445 | val_loss: 0.031242 | Time: 1464.01 ms [2021-10-06 06:32:10 main:581] : INFO : Epoch 1789 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1467.97 ms [2021-10-06 06:32:12 main:581] : INFO : Epoch 1790 | loss: 0.0312453 | val_loss: 0.0312422 | Time: 1469.42 ms [2021-10-06 06:32:13 main:581] : INFO : Epoch 1791 | loss: 0.0312452 | val_loss: 0.0312406 | Time: 1450.12 ms [2021-10-06 06:32:15 main:581] : INFO : Epoch 1792 | loss: 0.0312441 | val_loss: 0.0312403 | Time: 1475.82 ms [2021-10-06 06:32:16 main:581] : INFO : Epoch 1793 | loss: 0.0312467 | val_loss: 0.0312495 | Time: 1485.67 ms [2021-10-06 06:32:18 main:581] : INFO : Epoch 1794 | loss: 0.0312468 | val_loss: 0.0312411 | Time: 1446.4 ms [2021-10-06 06:32:19 main:581] : INFO : Epoch 1795 | loss: 0.0312444 | val_loss: 0.0312414 | Time: 1465.31 ms [2021-10-06 06:32:20 main:581] : INFO : Epoch 1796 | loss: 0.0312437 | val_loss: 0.0312406 | Time: 1464.53 ms [2021-10-06 06:32:22 main:581] : INFO : Epoch 1797 | loss: 0.0312443 | val_loss: 0.0312409 | Time: 1476.8 ms [2021-10-06 06:32:23 main:581] : INFO : Epoch 1798 | loss: 0.0312439 | val_loss: 0.0312407 | Time: 1461.21 ms [2021-10-06 06:32:25 main:581] : INFO : Epoch 1799 | loss: 0.0312438 | val_loss: 0.0312422 | Time: 1455.47 ms [2021-10-06 06:32:26 main:581] : INFO : Epoch 1800 | loss: 0.0312449 | val_loss: 0.0312418 | Time: 1464.57 ms [2021-10-06 06:32:28 main:581] : INFO : Epoch 1801 | loss: 0.0312443 | val_loss: 0.0312418 | Time: 1470 ms [2021-10-06 06:32:29 main:581] : INFO : Epoch 1802 | loss: 0.031244 | val_loss: 0.0312428 | Time: 1468.52 ms [2021-10-06 06:32:31 main:581] : INFO : Epoch 1803 | loss: 0.0312457 | val_loss: 0.0312409 | Time: 1451.94 ms [2021-10-06 06:32:32 main:581] : INFO : Epoch 1804 | loss: 0.0312442 | val_loss: 0.0312404 | Time: 1446.09 ms [2021-10-06 06:32:34 main:581] : INFO : Epoch 1805 | loss: 0.0312442 | val_loss: 0.031243 | Time: 1469.62 ms [2021-10-06 06:32:35 main:581] : INFO : Epoch 1806 | loss: 0.031246 | val_loss: 0.0312416 | Time: 1482.13 ms [2021-10-06 06:32:37 main:581] : INFO : Epoch 1807 | loss: 0.0312449 | val_loss: 0.0312408 | Time: 1499.32 ms [2021-10-06 06:32:38 main:581] : INFO : Epoch 1808 | loss: 0.0312447 | val_loss: 0.0312401 | Time: 1465.54 ms [2021-10-06 06:32:40 main:581] : INFO : Epoch 1809 | loss: 0.0312446 | val_loss: 0.0312406 | Time: 1479.61 ms [2021-10-06 06:32:41 main:581] : INFO : Epoch 1810 | loss: 0.0312443 | val_loss: 0.0312405 | Time: 1469.27 ms [2021-10-06 06:32:43 main:581] : INFO : Epoch 1811 | loss: 0.0312437 | val_loss: 0.0312412 | Time: 1495.04 ms [2021-10-06 06:32:44 main:581] : INFO : Epoch 1812 | loss: 0.0312451 | val_loss: 0.0312427 | Time: 1492.22 ms [2021-10-06 06:32:45 main:581] : INFO : Epoch 1813 | loss: 0.0312448 | val_loss: 0.0312428 | Time: 1474.26 ms [2021-10-06 06:32:47 main:581] : INFO : Epoch 1814 | loss: 0.0312469 | val_loss: 0.0312415 | Time: 1498.53 ms [2021-10-06 06:32:48 main:581] : INFO : Epoch 1815 | loss: 0.0312456 | val_loss: 0.0312423 | Time: 1478.35 ms [2021-10-06 06:32:50 main:581] : INFO : Epoch 1816 | loss: 0.0312449 | val_loss: 0.0312487 | Time: 1449.77 ms [2021-10-06 06:32:51 main:581] : INFO : Epoch 1817 | loss: 0.0312461 | val_loss: 0.0312406 | Time: 1470.16 ms [2021-10-06 06:32:53 main:581] : INFO : Epoch 1818 | loss: 0.0312443 | val_loss: 0.0312413 | Time: 1503.45 ms [2021-10-06 06:32:54 main:581] : INFO : Epoch 1819 | loss: 0.0312444 | val_loss: 0.0312415 | Time: 1465.79 ms [2021-10-06 06:32:56 main:581] : INFO : Epoch 1820 | loss: 0.0312457 | val_loss: 0.0312423 | Time: 1454.52 ms [2021-10-06 06:32:57 main:581] : INFO : Epoch 1821 | loss: 0.0312454 | val_loss: 0.0312433 | Time: 1476.89 ms [2021-10-06 06:32:59 main:581] : INFO : Epoch 1822 | loss: 0.0312443 | val_loss: 0.0312414 | Time: 1480.59 ms [2021-10-06 06:33:00 main:581] : INFO : Epoch 1823 | loss: 0.0312444 | val_loss: 0.0312418 | Time: 1472.96 ms [2021-10-06 06:33:02 main:581] : INFO : Epoch 1824 | loss: 0.0312446 | val_loss: 0.0312416 | Time: 1478.09 ms [2021-10-06 06:33:03 main:581] : INFO : Epoch 1825 | loss: 0.031244 | val_loss: 0.031242 | Time: 1491.86 ms [2021-10-06 06:33:05 main:581] : INFO : Epoch 1826 | loss: 0.0312446 | val_loss: 0.0312411 | Time: 1433.05 ms [2021-10-06 06:33:06 main:581] : INFO : Epoch 1827 | loss: 0.0312451 | val_loss: 0.0312433 | Time: 1469.92 ms [2021-10-06 06:33:08 main:581] : INFO : Epoch 1828 | loss: 0.0312453 | val_loss: 0.0312418 | Time: 1474.18 ms [2021-10-06 06:33:09 main:581] : INFO : Epoch 1829 | loss: 0.0312439 | val_loss: 0.0312402 | Time: 1485.07 ms [2021-10-06 06:33:11 main:581] : INFO : Epoch 1830 | loss: 0.0312439 | val_loss: 0.0312416 | Time: 1702.27 ms [2021-10-06 06:33:12 main:581] : INFO : Epoch 1831 | loss: 0.0312443 | val_loss: 0.0312417 | Time: 1552.9 ms [2021-10-06 06:33:14 main:581] : INFO : Epoch 1832 | loss: 0.0312441 | val_loss: 0.0312407 | Time: 1517.16 ms [2021-10-06 06:33:15 main:581] : INFO : Epoch 1833 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 1571.86 ms [2021-10-06 06:33:17 main:581] : INFO : Epoch 1834 | loss: 0.0312453 | val_loss: 0.0312422 | Time: 1461.13 ms [2021-10-06 06:33:18 main:581] : INFO : Epoch 1835 | loss: 0.031245 | val_loss: 0.0312403 | Time: 1452.53 ms [2021-10-06 06:33:20 main:581] : INFO : Epoch 1836 | loss: 0.0312458 | val_loss: 0.0312479 | Time: 1448.85 ms [2021-10-06 06:33:21 main:581] : INFO : Epoch 1837 | loss: 0.0312484 | val_loss: 0.0312443 | Time: 1467.99 ms [2021-10-06 06:33:23 main:581] : INFO : Epoch 1838 | loss: 0.031245 | val_loss: 0.0312413 | Time: 1467 ms [2021-10-06 06:33:24 main:581] : INFO : Epoch 1839 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 1448.5 ms [2021-10-06 06:33:26 main:581] : INFO : Epoch 1840 | loss: 0.0312448 | val_loss: 0.0312412 | Time: 1491.44 ms [2021-10-06 06:33:27 main:581] : INFO : Epoch 1841 | loss: 0.0312455 | val_loss: 0.0312418 | Time: 1483.68 ms [2021-10-06 06:33:29 main:581] : INFO : Epoch 1842 | loss: 0.0312439 | val_loss: 0.0312406 | Time: 1479.82 ms [2021-10-06 06:33:30 main:581] : INFO : Epoch 1843 | loss: 0.0312444 | val_loss: 0.0312418 | Time: 1478.08 ms [2021-10-06 06:33:32 main:581] : INFO : Epoch 1844 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 1439.77 ms [2021-10-06 06:33:33 main:581] : INFO : Epoch 1845 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 1450.31 ms [2021-10-06 06:33:34 main:581] : INFO : Epoch 1846 | loss: 0.0312471 | val_loss: 0.0312416 | Time: 1474.17 ms [2021-10-06 06:33:36 main:581] : INFO : Epoch 1847 | loss: 0.0312455 | val_loss: 0.0312413 | Time: 1488.67 ms [2021-10-06 06:33:37 main:581] : INFO : Epoch 1848 | loss: 0.0312441 | val_loss: 0.031241 | Time: 1457.91 ms [2021-10-06 06:33:39 main:581] : INFO : Epoch 1849 | loss: 0.0312449 | val_loss: 0.0312436 | Time: 1476.23 ms [2021-10-06 06:33:40 main:581] : INFO : Epoch 1850 | loss: 0.0312452 | val_loss: 0.0312434 | Time: 1454.87 ms [2021-10-06 06:33:42 main:581] : INFO : Epoch 1851 | loss: 0.0312449 | val_loss: 0.031243 | Time: 1461.82 ms [2021-10-06 06:33:43 main:581] : INFO : Epoch 1852 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1461.62 ms [2021-10-06 06:33:45 main:581] : INFO : Epoch 1853 | loss: 0.0312468 | val_loss: 0.0312442 | Time: 1441.91 ms [2021-10-06 06:33:46 main:581] : INFO : Epoch 1854 | loss: 0.0312487 | val_loss: 0.0312407 | Time: 1466.86 ms [2021-10-06 06:33:48 main:581] : INFO : Epoch 1855 | loss: 0.0312459 | val_loss: 0.0312411 | Time: 1446.38 ms [2021-10-06 06:33:49 main:581] : INFO : Epoch 1856 | loss: 0.0312445 | val_loss: 0.0312414 | Time: 1465.52 ms [2021-10-06 06:33:51 main:581] : INFO : Epoch 1857 | loss: 0.0312445 | val_loss: 0.0312427 | Time: 1443.26 ms [2021-10-06 06:33:52 main:581] : INFO : Epoch 1858 | loss: 0.0312452 | val_loss: 0.0312412 | Time: 1486.85 ms [2021-10-06 06:33:53 main:581] : INFO : Epoch 1859 | loss: 0.0312439 | val_loss: 0.0312407 | Time: 1474.48 ms [2021-10-06 06:33:55 main:581] : INFO : Epoch 1860 | loss: 0.0312439 | val_loss: 0.031241 | Time: 1460.01 ms [2021-10-06 06:33:56 main:581] : INFO : Epoch 1861 | loss: 0.0312455 | val_loss: 0.0312417 | Time: 1462 ms [2021-10-06 06:33:58 main:581] : INFO : Epoch 1862 | loss: 0.0312449 | val_loss: 0.0312414 | Time: 1452.11 ms [2021-10-06 06:33:59 main:581] : INFO : Epoch 1863 | loss: 0.0312447 | val_loss: 0.0312464 | Time: 1457.81 ms [2021-10-06 06:34:01 main:581] : INFO : Epoch 1864 | loss: 0.031247 | val_loss: 0.0312416 | Time: 1490.98 ms [2021-10-06 06:34:02 main:581] : INFO : Epoch 1865 | loss: 0.0312444 | val_loss: 0.0312408 | Time: 1478.3 ms [2021-10-06 06:34:04 main:581] : INFO : Epoch 1866 | loss: 0.031244 | val_loss: 0.0312409 | Time: 1454.69 ms [2021-10-06 06:34:05 main:581] : INFO : Epoch 1867 | loss: 0.0312467 | val_loss: 0.031246 | Time: 1490.87 ms [2021-10-06 06:34:07 main:581] : INFO : Epoch 1868 | loss: 0.0312451 | val_loss: 0.0312409 | Time: 1444.39 ms [2021-10-06 06:34:08 main:581] : INFO : Epoch 1869 | loss: 0.0312448 | val_loss: 0.0312407 | Time: 1454.83 ms [2021-10-06 06:34:10 main:581] : INFO : Epoch 1870 | loss: 0.0312451 | val_loss: 0.0312408 | Time: 1454.02 ms [2021-10-06 06:34:11 main:581] : INFO : Epoch 1871 | loss: 0.0312443 | val_loss: 0.0312417 | Time: 1472.12 ms [2021-10-06 06:34:13 main:581] : INFO : Epoch 1872 | loss: 0.031245 | val_loss: 0.0312446 | Time: 1462.51 ms [2021-10-06 06:34:14 main:581] : INFO : Epoch 1873 | loss: 0.0312452 | val_loss: 0.0312419 | Time: 1465.18 ms [2021-10-06 06:34:15 main:581] : INFO : Epoch 1874 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 1464.42 ms [2021-10-06 06:34:17 main:581] : INFO : Epoch 1875 | loss: 0.0312452 | val_loss: 0.0312409 | Time: 1476.17 ms [2021-10-06 06:34:18 main:581] : INFO : Epoch 1876 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 1464.08 ms [2021-10-06 06:34:20 main:581] : INFO : Epoch 1877 | loss: 0.0312494 | val_loss: 0.0312419 | Time: 1436.51 ms [2021-10-06 06:34:21 main:581] : INFO : Epoch 1878 | loss: 0.0312462 | val_loss: 0.0312419 | Time: 1464.04 ms [2021-10-06 06:34:23 main:581] : INFO : Epoch 1879 | loss: 0.0312446 | val_loss: 0.0312413 | Time: 1461.71 ms [2021-10-06 06:34:24 main:581] : INFO : Epoch 1880 | loss: 0.0312447 | val_loss: 0.0312413 | Time: 1464.55 ms [2021-10-06 06:34:26 main:581] : INFO : Epoch 1881 | loss: 0.031244 | val_loss: 0.0312439 | Time: 1476.87 ms [2021-10-06 06:34:27 main:581] : INFO : Epoch 1882 | loss: 0.0312451 | val_loss: 0.0312415 | Time: 1471.49 ms [2021-10-06 06:34:29 main:581] : INFO : Epoch 1883 | loss: 0.0312451 | val_loss: 0.0312414 | Time: 1449.21 ms [2021-10-06 06:34:30 main:581] : INFO : Epoch 1884 | loss: 0.0312443 | val_loss: 0.0312406 | Time: 1457.64 ms [2021-10-06 06:34:32 main:581] : INFO : Epoch 1885 | loss: 0.0312456 | val_loss: 0.031242 | Time: 1468.2 ms [2021-10-06 06:34:33 main:581] : INFO : Epoch 1886 | loss: 0.0312447 | val_loss: 0.0312413 | Time: 1477.6 ms [2021-10-06 06:34:34 main:581] : INFO : Epoch 1887 | loss: 0.0312438 | val_loss: 0.0312406 | Time: 1457.06 ms [2021-10-06 06:34:36 main:581] : INFO : Epoch 1888 | loss: 0.0312444 | val_loss: 0.0312409 | Time: 1465.78 ms [2021-10-06 06:34:37 main:581] : INFO : Epoch 1889 | loss: 0.0312447 | val_loss: 0.0312423 | Time: 1471.98 ms [2021-10-06 06:34:39 main:581] : INFO : Epoch 1890 | loss: 0.0312441 | val_loss: 0.0312405 | Time: 1472.08 ms [2021-10-06 06:34:40 main:581] : INFO : Epoch 1891 | loss: 0.0312442 | val_loss: 0.0312402 | Time: 1444.03 ms [2021-10-06 06:34:42 main:581] : INFO : Epoch 1892 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 1457.91 ms [2021-10-06 06:34:43 main:581] : INFO : Epoch 1893 | loss: 0.0312455 | val_loss: 0.0312414 | Time: 1473.96 ms [2021-10-06 06:34:45 main:581] : INFO : Epoch 1894 | loss: 0.0312448 | val_loss: 0.0312412 | Time: 1458.89 ms [2021-10-06 06:34:46 main:581] : INFO : Epoch 1895 | loss: 0.0312462 | val_loss: 0.0312436 | Time: 1472.18 ms [2021-10-06 06:34:48 main:581] : INFO : Epoch 1896 | loss: 0.0312457 | val_loss: 0.0312405 | Time: 1452.07 ms [2021-10-06 06:34:49 main:581] : INFO : Epoch 1897 | loss: 0.0312459 | val_loss: 0.0312427 | Time: 1425.17 ms [2021-10-06 06:34:51 main:581] : INFO : Epoch 1898 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 1450.47 ms [2021-10-06 06:34:52 main:581] : INFO : Epoch 1899 | loss: 0.0312443 | val_loss: 0.0312405 | Time: 1492.12 ms [2021-10-06 06:34:54 main:581] : INFO : Epoch 1900 | loss: 0.0312442 | val_loss: 0.0312412 | Time: 1543.7 ms [2021-10-06 06:34:55 main:581] : INFO : Epoch 1901 | loss: 0.0312445 | val_loss: 0.0312404 | Time: 1479.03 ms [2021-10-06 06:34:57 main:581] : INFO : Epoch 1902 | loss: 0.0312448 | val_loss: 0.0312421 | Time: 1462.63 ms [2021-10-06 06:34:58 main:581] : INFO : Epoch 1903 | loss: 0.0312456 | val_loss: 0.0312451 | Time: 1478.59 ms [2021-10-06 06:34:59 main:581] : INFO : Epoch 1904 | loss: 0.0312457 | val_loss: 0.0312436 | Time: 1466.43 ms [2021-10-06 06:35:01 main:581] : INFO : Epoch 1905 | loss: 0.0312445 | val_loss: 0.0312412 | Time: 1456.06 ms [2021-10-06 06:35:02 main:581] : INFO : Epoch 1906 | loss: 0.0312447 | val_loss: 0.0312416 | Time: 1513.66 ms [2021-10-06 06:35:04 main:581] : INFO : Epoch 1907 | loss: 0.0312452 | val_loss: 0.0312407 | Time: 1480.62 ms [2021-10-06 06:35:05 main:581] : INFO : Epoch 1908 | loss: 0.0312462 | val_loss: 0.0312447 | Time: 1440.13 ms [2021-10-06 06:35:07 main:581] : INFO : Epoch 1909 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 1431.6 ms [2021-10-06 06:35:08 main:581] : INFO : Epoch 1910 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 1451.44 ms [2021-10-06 06:35:10 main:581] : INFO : Epoch 1911 | loss: 0.0312457 | val_loss: 0.0312414 | Time: 1458.86 ms [2021-10-06 06:35:11 main:581] : INFO : Epoch 1912 | loss: 0.0312437 | val_loss: 0.0312412 | Time: 1457.32 ms [2021-10-06 06:35:13 main:581] : INFO : Epoch 1913 | loss: 0.0312452 | val_loss: 0.0312423 | Time: 1466.53 ms [2021-10-06 06:35:14 main:581] : INFO : Epoch 1914 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 1466.34 ms [2021-10-06 06:35:16 main:581] : INFO : Epoch 1915 | loss: 0.0312492 | val_loss: 0.0312519 | Time: 1445.82 ms [2021-10-06 06:35:17 main:581] : INFO : Epoch 1916 | loss: 0.0312469 | val_loss: 0.0312428 | Time: 1461.9 ms [2021-10-06 06:35:18 main:581] : INFO : Epoch 1917 | loss: 0.0312444 | val_loss: 0.031241 | Time: 1457.03 ms [2021-10-06 06:35:20 main:581] : INFO : Epoch 1918 | loss: 0.0312443 | val_loss: 0.0312402 | Time: 1429.39 ms [2021-10-06 06:35:21 main:581] : INFO : Epoch 1919 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 1450.46 ms [2021-10-06 06:35:23 main:581] : INFO : Epoch 1920 | loss: 0.0312457 | val_loss: 0.0312427 | Time: 1469.18 ms [2021-10-06 06:35:24 main:581] : INFO : Epoch 1921 | loss: 0.0312457 | val_loss: 0.031242 | Time: 1493.74 ms [2021-10-06 06:35:26 main:581] : INFO : Epoch 1922 | loss: 0.0312461 | val_loss: 0.0312416 | Time: 1437.93 ms [2021-10-06 06:35:27 main:581] : INFO : Epoch 1923 | loss: 0.0312443 | val_loss: 0.0312415 | Time: 1513.98 ms [2021-10-06 06:35:29 main:581] : INFO : Epoch 1924 | loss: 0.031245 | val_loss: 0.0312431 | Time: 1513.35 ms [2021-10-06 06:35:30 main:581] : INFO : Epoch 1925 | loss: 0.0312457 | val_loss: 0.0312435 | Time: 1479.03 ms [2021-10-06 06:35:32 main:581] : INFO : Epoch 1926 | loss: 0.0312449 | val_loss: 0.0312405 | Time: 1469.51 ms [2021-10-06 06:35:33 main:581] : INFO : Epoch 1927 | loss: 0.0312442 | val_loss: 0.0312413 | Time: 1470.9 ms [2021-10-06 06:35:35 main:581] : INFO : Epoch 1928 | loss: 0.0312476 | val_loss: 0.0312514 | Time: 1462.91 ms [2021-10-06 06:35:36 main:581] : INFO : Epoch 1929 | loss: 0.0312465 | val_loss: 0.0312406 | Time: 1437.79 ms [2021-10-06 06:35:38 main:581] : INFO : Epoch 1930 | loss: 0.031245 | val_loss: 0.0312421 | Time: 1445.78 ms [2021-10-06 06:35:39 main:581] : INFO : Epoch 1931 | loss: 0.0312449 | val_loss: 0.0312409 | Time: 1457.6 ms [2021-10-06 06:35:40 main:581] : INFO : Epoch 1932 | loss: 0.0312444 | val_loss: 0.0312403 | Time: 1480.05 ms [2021-10-06 06:35:42 main:581] : INFO : Epoch 1933 | loss: 0.0312448 | val_loss: 0.0312411 | Time: 1486.2 ms [2021-10-06 06:35:43 main:581] : INFO : Epoch 1934 | loss: 0.0312452 | val_loss: 0.0312414 | Time: 1461.59 ms [2021-10-06 06:35:45 main:581] : INFO : Epoch 1935 | loss: 0.031245 | val_loss: 0.0312461 | Time: 1493.82 ms [2021-10-06 06:35:46 main:581] : INFO : Epoch 1936 | loss: 0.0312473 | val_loss: 0.0312435 | Time: 1451.8 ms [2021-10-06 06:35:48 main:581] : INFO : Epoch 1937 | loss: 0.0312444 | val_loss: 0.0312422 | Time: 1442.72 ms [2021-10-06 06:35:49 main:581] : INFO : Epoch 1938 | loss: 0.031244 | val_loss: 0.0312416 | Time: 1450.24 ms [2021-10-06 06:35:51 main:581] : INFO : Epoch 1939 | loss: 0.0312441 | val_loss: 0.0312403 | Time: 1465.46 ms [2021-10-06 06:35:52 main:581] : INFO : Epoch 1940 | loss: 0.0312445 | val_loss: 0.0312433 | Time: 1434.89 ms [2021-10-06 06:35:54 main:581] : INFO : Epoch 1941 | loss: 0.0312447 | val_loss: 0.0312418 | Time: 1447.84 ms [2021-10-06 06:35:55 main:581] : INFO : Epoch 1942 | loss: 0.0312451 | val_loss: 0.0312414 | Time: 1458.78 ms [2021-10-06 06:35:57 main:581] : INFO : Epoch 1943 | loss: 0.0312438 | val_loss: 0.0312407 | Time: 1611.13 ms [2021-10-06 06:35:58 main:581] : INFO : Epoch 1944 | loss: 0.0312438 | val_loss: 0.0312432 | Time: 1728.45 ms [2021-10-06 06:36:00 main:581] : INFO : Epoch 1945 | loss: 0.0312443 | val_loss: 0.0312402 | Time: 1504.39 ms [2021-10-06 06:36:01 main:581] : INFO : Epoch 1946 | loss: 0.0312448 | val_loss: 0.0312405 | Time: 1478.39 ms [2021-10-06 06:36:03 main:581] : INFO : Epoch 1947 | loss: 0.0312451 | val_loss: 0.0312472 | Time: 1470.51 ms [2021-10-06 06:36:04 main:581] : INFO : Epoch 1948 | loss: 0.0312498 | val_loss: 0.0312435 | Time: 1466.25 ms [2021-10-06 06:36:06 main:581] : INFO : Epoch 1949 | loss: 0.0312465 | val_loss: 0.0312421 | Time: 1494.65 ms [2021-10-06 06:36:07 main:581] : INFO : Epoch 1950 | loss: 0.0312445 | val_loss: 0.0312425 | Time: 1503.37 ms [2021-10-06 06:36:09 main:581] : INFO : Epoch 1951 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1509.85 ms [2021-10-06 06:36:10 main:581] : INFO : Epoch 1952 | loss: 0.0312446 | val_loss: 0.0312431 | Time: 1555.73 ms [2021-10-06 06:36:12 main:581] : INFO : Epoch 1953 | loss: 0.0312441 | val_loss: 0.031242 | Time: 1721.16 ms [2021-10-06 06:36:14 main:581] : INFO : Epoch 1954 | loss: 0.0312455 | val_loss: 0.0312421 | Time: 1532.93 ms [2021-10-06 06:36:15 main:581] : INFO : Epoch 1955 | loss: 0.0312455 | val_loss: 0.0312415 | Time: 1460.85 ms [2021-10-06 06:36:17 main:581] : INFO : Epoch 1956 | loss: 0.0312453 | val_loss: 0.0312439 | Time: 1544.84 ms [2021-10-06 06:36:18 main:581] : INFO : Epoch 1957 | loss: 0.0312482 | val_loss: 0.0312421 | Time: 1467 ms [2021-10-06 06:36:20 main:581] : INFO : Epoch 1958 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 1474.08 ms [2021-10-06 06:36:21 main:581] : INFO : Epoch 1959 | loss: 0.0312469 | val_loss: 0.0312431 | Time: 1456.2 ms [2021-10-06 06:36:23 main:581] : INFO : Epoch 1960 | loss: 0.0312455 | val_loss: 0.0312417 | Time: 1502.38 ms [2021-10-06 06:36:24 main:581] : INFO : Epoch 1961 | loss: 0.031247 | val_loss: 0.0312413 | Time: 1493.5 ms [2021-10-06 06:36:25 main:581] : INFO : Epoch 1962 | loss: 0.0312455 | val_loss: 0.0312423 | Time: 1447.79 ms [2021-10-06 06:36:27 main:581] : INFO : Epoch 1963 | loss: 0.0312451 | val_loss: 0.0312407 | Time: 1454.9 ms [2021-10-06 06:36:28 main:581] : INFO : Epoch 1964 | loss: 0.0312448 | val_loss: 0.0312432 | Time: 1498.43 ms [2021-10-06 06:36:30 main:581] : INFO : Epoch 1965 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 1457.62 ms [2021-10-06 06:36:31 main:581] : INFO : Epoch 1966 | loss: 0.031245 | val_loss: 0.0312427 | Time: 1495.16 ms [2021-10-06 06:36:33 main:581] : INFO : Epoch 1967 | loss: 0.0312447 | val_loss: 0.0312407 | Time: 1475.15 ms [2021-10-06 06:36:34 main:581] : INFO : Epoch 1968 | loss: 0.0312442 | val_loss: 0.0312411 | Time: 1443.99 ms [2021-10-06 06:36:36 main:581] : INFO : Epoch 1969 | loss: 0.0312448 | val_loss: 0.0312411 | Time: 1486.09 ms [2021-10-06 06:36:37 main:581] : INFO : Epoch 1970 | loss: 0.0312441 | val_loss: 0.0312404 | Time: 1458.08 ms [2021-10-06 06:36:39 main:581] : INFO : Epoch 1971 | loss: 0.0312457 | val_loss: 0.0312437 | Time: 1460.73 ms [2021-10-06 06:36:40 main:581] : INFO : Epoch 1972 | loss: 0.0312461 | val_loss: 0.0312432 | Time: 1476.2 ms [2021-10-06 06:36:42 main:581] : INFO : Epoch 1973 | loss: 0.031245 | val_loss: 0.0312413 | Time: 1479.64 ms [2021-10-06 06:36:43 main:581] : INFO : Epoch 1974 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 1448.19 ms [2021-10-06 06:36:45 main:581] : INFO : Epoch 1975 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 1469.15 ms [2021-10-06 06:36:46 main:581] : INFO : Epoch 1976 | loss: 0.0312447 | val_loss: 0.0312415 | Time: 1455.5 ms [2021-10-06 06:36:48 main:581] : INFO : Epoch 1977 | loss: 0.0312439 | val_loss: 0.0312417 | Time: 1454.48 ms [2021-10-06 06:36:49 main:581] : INFO : Epoch 1978 | loss: 0.0312445 | val_loss: 0.0312405 | Time: 1478.16 ms [2021-10-06 06:36:50 main:581] : INFO : Epoch 1979 | loss: 0.0312498 | val_loss: 0.0312448 | Time: 1472.43 ms [2021-10-06 06:36:52 main:581] : INFO : Epoch 1980 | loss: 0.031246 | val_loss: 0.0312419 | Time: 1476.52 ms [2021-10-06 06:36:53 main:581] : INFO : Epoch 1981 | loss: 0.0312444 | val_loss: 0.0312407 | Time: 1483.34 ms [2021-10-06 06:36:55 main:581] : INFO : Epoch 1982 | loss: 0.0312449 | val_loss: 0.031241 | Time: 1480 ms [2021-10-06 06:36:56 main:581] : INFO : Epoch 1983 | loss: 0.031245 | val_loss: 0.0312427 | Time: 1458.24 ms [2021-10-06 06:36:58 main:581] : INFO : Epoch 1984 | loss: 0.0312443 | val_loss: 0.031241 | Time: 1467.88 ms [2021-10-06 06:36:59 main:581] : INFO : Epoch 1985 | loss: 0.0312454 | val_loss: 0.0312415 | Time: 1470.99 ms [2021-10-06 06:37:01 main:581] : INFO : Epoch 1986 | loss: 0.0312439 | val_loss: 0.031241 | Time: 1442.44 ms [2021-10-06 06:37:02 main:581] : INFO : Epoch 1987 | loss: 0.0312439 | val_loss: 0.0312403 | Time: 1449.17 ms [2021-10-06 06:37:04 main:581] : INFO : Epoch 1988 | loss: 0.0312442 | val_loss: 0.0312412 | Time: 1428.37 ms [2021-10-06 06:37:05 main:581] : INFO : Epoch 1989 | loss: 0.0312443 | val_loss: 0.0312466 | Time: 1481.63 ms [2021-10-06 06:37:07 main:581] : INFO : Epoch 1990 | loss: 0.0312456 | val_loss: 0.0312411 | Time: 1451.25 ms [2021-10-06 06:37:08 main:581] : INFO : Epoch 1991 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 1428.39 ms [2021-10-06 06:37:09 main:581] : INFO : Epoch 1992 | loss: 0.0312452 | val_loss: 0.0312426 | Time: 1449.6 ms [2021-10-06 06:37:11 main:581] : INFO : Epoch 1993 | loss: 0.0312452 | val_loss: 0.0312417 | Time: 1458.65 ms [2021-10-06 06:37:12 main:581] : INFO : Epoch 1994 | loss: 0.031244 | val_loss: 0.0312414 | Time: 1464.38 ms [2021-10-06 06:37:14 main:581] : INFO : Epoch 1995 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 1465.69 ms [2021-10-06 06:37:15 main:581] : INFO : Epoch 1996 | loss: 0.0312445 | val_loss: 0.0312418 | Time: 1484.07 ms [2021-10-06 06:37:17 main:581] : INFO : Epoch 1997 | loss: 0.0312445 | val_loss: 0.0312431 | Time: 1471.36 ms [2021-10-06 06:37:18 main:581] : INFO : Epoch 1998 | loss: 0.0312459 | val_loss: 0.0312422 | Time: 1504.1 ms [2021-10-06 06:37:20 main:581] : INFO : Epoch 1999 | loss: 0.0312469 | val_loss: 0.0312438 | Time: 1469.52 ms [2021-10-06 06:37:21 main:581] : INFO : Epoch 2000 | loss: 0.0312473 | val_loss: 0.0312422 | Time: 1450.14 ms [2021-10-06 06:37:23 main:581] : INFO : Epoch 2001 | loss: 0.0312446 | val_loss: 0.0312403 | Time: 1452.54 ms [2021-10-06 06:37:24 main:581] : INFO : Epoch 2002 | loss: 0.0312439 | val_loss: 0.0312411 | Time: 1474.38 ms [2021-10-06 06:37:26 main:581] : INFO : Epoch 2003 | loss: 0.0312445 | val_loss: 0.0312452 | Time: 1443.01 ms [2021-10-06 06:37:27 main:581] : INFO : Epoch 2004 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1463.23 ms [2021-10-06 06:37:28 main:581] : INFO : Epoch 2005 | loss: 0.0312462 | val_loss: 0.0312414 | Time: 1438.54 ms [2021-10-06 06:37:30 main:581] : INFO : Epoch 2006 | loss: 0.0312441 | val_loss: 0.0312416 | Time: 1464.19 ms [2021-10-06 06:37:31 main:581] : INFO : Epoch 2007 | loss: 0.0312443 | val_loss: 0.0312413 | Time: 1457.79 ms [2021-10-06 06:37:33 main:581] : INFO : Epoch 2008 | loss: 0.0312448 | val_loss: 0.0312422 | Time: 1511.17 ms [2021-10-06 06:37:34 main:581] : INFO : Epoch 2009 | loss: 0.0312462 | val_loss: 0.0312415 | Time: 1466.76 ms [2021-10-06 06:37:36 main:581] : INFO : Epoch 2010 | loss: 0.0312444 | val_loss: 0.0312431 | Time: 1463.75 ms [2021-10-06 06:37:37 main:581] : INFO : Epoch 2011 | loss: 0.0312441 | val_loss: 0.0312436 | Time: 1461.1 ms [2021-10-06 06:37:39 main:581] : INFO : Epoch 2012 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 1472.18 ms [2021-10-06 06:37:40 main:581] : INFO : Epoch 2013 | loss: 0.0312471 | val_loss: 0.0312443 | Time: 1480.01 ms [2021-10-06 06:37:42 main:581] : INFO : Epoch 2014 | loss: 0.031245 | val_loss: 0.0312404 | Time: 1468.12 ms [2021-10-06 06:37:43 main:581] : INFO : Epoch 2015 | loss: 0.0312437 | val_loss: 0.0312402 | Time: 1448.28 ms [2021-10-06 06:37:45 main:581] : INFO : Epoch 2016 | loss: 0.0312467 | val_loss: 0.0312431 | Time: 1447.93 ms [2021-10-06 06:37:46 main:581] : INFO : Epoch 2017 | loss: 0.0312461 | val_loss: 0.031242 | Time: 1458.15 ms [2021-10-06 06:37:48 main:581] : INFO : Epoch 2018 | loss: 0.0312447 | val_loss: 0.031243 | Time: 1429.72 ms [2021-10-06 06:37:49 main:581] : INFO : Epoch 2019 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 1438.11 ms [2021-10-06 06:37:50 main:581] : INFO : Epoch 2020 | loss: 0.0312465 | val_loss: 0.0312483 | Time: 1466.53 ms [2021-10-06 06:37:52 main:581] : INFO : Epoch 2021 | loss: 0.0312473 | val_loss: 0.0312431 | Time: 1448.4 ms [2021-10-06 06:37:53 main:581] : INFO : Epoch 2022 | loss: 0.0312444 | val_loss: 0.0312412 | Time: 1440.6 ms [2021-10-06 06:37:55 main:581] : INFO : Epoch 2023 | loss: 0.0312449 | val_loss: 0.0312405 | Time: 1469.13 ms [2021-10-06 06:37:56 main:581] : INFO : Epoch 2024 | loss: 0.031245 | val_loss: 0.0312408 | Time: 1451.99 ms [2021-10-06 06:37:58 main:581] : INFO : Epoch 2025 | loss: 0.0312446 | val_loss: 0.0312409 | Time: 1443.08 ms [2021-10-06 06:37:59 main:581] : INFO : Epoch 2026 | loss: 0.0312453 | val_loss: 0.0312406 | Time: 1438.55 ms [2021-10-06 06:38:01 main:581] : INFO : Epoch 2027 | loss: 0.0312449 | val_loss: 0.0312406 | Time: 1452.17 ms [2021-10-06 06:38:02 main:581] : INFO : Epoch 2028 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 1431.4 ms [2021-10-06 06:38:03 main:581] : INFO : Epoch 2029 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 1435.2 ms [2021-10-06 06:38:05 main:581] : INFO : Epoch 2030 | loss: 0.0312454 | val_loss: 0.0312422 | Time: 1448.44 ms [2021-10-06 06:38:06 main:581] : INFO : Epoch 2031 | loss: 0.0312455 | val_loss: 0.031242 | Time: 1449.27 ms [2021-10-06 06:38:08 main:581] : INFO : Epoch 2032 | loss: 0.0312484 | val_loss: 0.0312457 | Time: 1447.19 ms [2021-10-06 06:38:09 main:581] : INFO : Epoch 2033 | loss: 0.031247 | val_loss: 0.0312473 | Time: 1496.29 ms [2021-10-06 06:38:11 main:581] : INFO : Epoch 2034 | loss: 0.0312458 | val_loss: 0.0312404 | Time: 1472.83 ms [2021-10-06 06:38:12 main:581] : INFO : Epoch 2035 | loss: 0.0312453 | val_loss: 0.0312409 | Time: 1450.18 ms [2021-10-06 06:38:14 main:581] : INFO : Epoch 2036 | loss: 0.0312449 | val_loss: 0.0312463 | Time: 1469.35 ms [2021-10-06 06:38:15 main:581] : INFO : Epoch 2037 | loss: 0.0312471 | val_loss: 0.0312447 | Time: 1453.69 ms [2021-10-06 06:38:17 main:581] : INFO : Epoch 2038 | loss: 0.0312458 | val_loss: 0.0312409 | Time: 1489.93 ms [2021-10-06 06:38:18 main:581] : INFO : Epoch 2039 | loss: 0.0312445 | val_loss: 0.031243 | Time: 1462.6 ms [2021-10-06 06:38:20 main:581] : INFO : Epoch 2040 | loss: 0.0312453 | val_loss: 0.0312402 | Time: 1448.05 ms [2021-10-06 06:38:21 main:581] : INFO : Epoch 2041 | loss: 0.0312469 | val_loss: 0.0312416 | Time: 1436.92 ms [2021-10-06 06:38:22 main:581] : INFO : Epoch 2042 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 1455.8 ms [2021-10-06 06:38:24 main:581] : INFO : Epoch 2043 | loss: 0.0312456 | val_loss: 0.0312425 | Time: 1439.71 ms [2021-10-06 06:38:25 main:581] : INFO : Epoch 2044 | loss: 0.0312454 | val_loss: 0.0312416 | Time: 1441.41 ms [2021-10-06 06:38:27 main:581] : INFO : Epoch 2045 | loss: 0.0312455 | val_loss: 0.0312406 | Time: 1488.51 ms [2021-10-06 06:38:28 main:581] : INFO : Epoch 2046 | loss: 0.0312456 | val_loss: 0.0312417 | Time: 1447.68 ms [2021-10-06 06:38:30 main:581] : INFO : Epoch 2047 | loss: 0.0312465 | val_loss: 0.0312418 | Time: 1456.12 ms [2021-10-06 06:38:31 main:581] : INFO : Epoch 2048 | loss: 0.0312442 | val_loss: 0.0312415 | Time: 1479.84 ms [2021-10-06 06:38:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312415 [2021-10-06 06:38:31 main:610] : INFO : Saving end state to config to file [2021-10-06 06:38:31 main:615] : INFO : Success, exiting.. 06:38:31 (1779124): 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)