Task 11332267
| Name | ParityModified-1639956869-27560-2-0_1 |
| Workunit | 8140236 |
| Created | 3 Feb 2022, 18:22:57 UTC |
| Sent | 3 Feb 2022, 22:16:20 UTC |
| Report deadline | 11 Feb 2022, 22:16:20 UTC |
| Received | 6 Feb 2022, 19:37:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7672 |
| Run time | 50 min 48 sec |
| CPU time | 50 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1521.31 ms [2022-02-04 00:48:38 main:574] : INFO : Epoch 1543 | loss: 0.0312452 | val_loss: 0.0312476 | Time: 1484.62 ms [2022-02-04 00:48:40 main:574] : INFO : Epoch 1544 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 1477.28 ms [2022-02-04 00:48:41 main:574] : INFO : Epoch 1545 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 1486.52 ms [2022-02-04 00:48:43 main:574] : INFO : Epoch 1546 | loss: 0.0312454 | val_loss: 0.031247 | Time: 1466.78 ms [2022-02-04 00:48:44 main:574] : INFO : Epoch 1547 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 1500.26 ms [2022-02-04 00:48:46 main:574] : INFO : Epoch 1548 | loss: 0.0312456 | val_loss: 0.0312475 | Time: 1493.28 ms [2022-02-04 00:48:47 main:574] : INFO : Epoch 1549 | loss: 0.0312456 | val_loss: 0.031247 | Time: 1474.16 ms [2022-02-04 00:48:49 main:574] : INFO : Epoch 1550 | loss: 0.0312462 | val_loss: 0.0312472 | Time: 1467.76 ms [2022-02-04 00:48:50 main:574] : INFO : Epoch 1551 | loss: 0.0312455 | val_loss: 0.031248 | Time: 1501.27 ms [2022-02-04 00:48:52 main:574] : INFO : Epoch 1552 | loss: 0.0312452 | val_loss: 0.0312474 | Time: 1448.16 ms [2022-02-04 00:48:53 main:574] : INFO : Epoch 1553 | loss: 0.0312456 | val_loss: 0.0312484 | Time: 1475.65 ms [2022-02-04 00:48:55 main:574] : INFO : Epoch 1554 | loss: 0.0312457 | val_loss: 0.031247 | Time: 1507.73 ms [2022-02-04 00:48:56 main:574] : INFO : Epoch 1555 | loss: 0.0312454 | val_loss: 0.031247 | Time: 1483.27 ms [2022-02-04 00:48:58 main:574] : INFO : Epoch 1556 | loss: 0.0312457 | val_loss: 0.0312474 | Time: 1450.14 ms [2022-02-04 00:48:59 main:574] : INFO : Epoch 1557 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 1501.55 ms [2022-02-04 00:49:01 main:574] : INFO : Epoch 1558 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 1483.27 ms [2022-02-04 00:49:02 main:574] : INFO : Epoch 1559 | loss: 0.0312453 | val_loss: 0.0312476 | Time: 1500.06 ms [2022-02-04 00:49:04 main:574] : INFO : Epoch 1560 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 1501.01 ms [2022-02-04 00:49:05 main:574] : INFO : Epoch 1561 | loss: 0.0312454 | val_loss: 0.0312477 | Time: 1495.86 ms [2022-02-04 00:49:07 main:574] : INFO : Epoch 1562 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 1495.26 ms [2022-02-04 00:49:08 main:574] : INFO : Epoch 1563 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 1490.03 ms [2022-02-04 00:49:10 main:574] : INFO : Epoch 1564 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 1474.15 ms [2022-02-04 00:49:11 main:574] : INFO : Epoch 1565 | loss: 0.0312456 | val_loss: 0.0312477 | Time: 1510.64 ms [2022-02-04 00:49:13 main:574] : INFO : Epoch 1566 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 1468.99 ms [2022-02-04 00:49:14 main:574] : INFO : Epoch 1567 | loss: 0.0312457 | val_loss: 0.0312479 | Time: 1493.13 ms [2022-02-04 00:49:16 main:574] : INFO : Epoch 1568 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 1484.11 ms [2022-02-04 00:49:17 main:574] : INFO : Epoch 1569 | loss: 0.0312457 | val_loss: 0.0312487 | Time: 1503.9 ms [2022-02-04 00:49:19 main:574] : INFO : Epoch 1570 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 1491.86 ms [2022-02-04 00:49:20 main:574] : INFO : Epoch 1571 | loss: 0.0312457 | val_loss: 0.0312487 | Time: 1474.32 ms [2022-02-04 00:49:22 main:574] : INFO : Epoch 1572 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 1498.98 ms [2022-02-04 00:49:23 main:574] : INFO : Epoch 1573 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1470.09 ms [2022-02-04 00:49:25 main:574] : INFO : Epoch 1574 | loss: 0.0312453 | val_loss: 0.0312474 | Time: 1477.47 ms [2022-02-04 00:49:26 main:574] : INFO : Epoch 1575 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 1506.47 ms [2022-02-04 00:49:28 main:574] : INFO : Epoch 1576 | loss: 0.0312455 | val_loss: 0.0312508 | Time: 1478.23 ms [2022-02-04 00:49:29 main:574] : INFO : Epoch 1577 | loss: 0.031247 | val_loss: 0.031247 | Time: 1469.99 ms [2022-02-04 00:49:31 main:574] : INFO : Epoch 1578 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 1500.42 ms [2022-02-04 00:49:32 main:574] : INFO : Epoch 1579 | loss: 0.0312452 | val_loss: 0.0312473 | Time: 1469.8 ms [2022-02-04 00:49:34 main:574] : INFO : Epoch 1580 | loss: 0.0312456 | val_loss: 0.031249 | Time: 1485.08 ms [2022-02-04 00:49:35 main:574] : INFO : Epoch 1581 | loss: 0.031246 | val_loss: 0.0312475 | Time: 1457.53 ms [2022-02-04 00:49:37 main:574] : INFO : Epoch 1582 | loss: 0.0312453 | val_loss: 0.031247 | Time: 1461.02 ms [2022-02-04 00:49:38 main:574] : INFO : Epoch 1583 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 1468.58 ms [2022-02-04 00:49:40 main:574] : INFO : Epoch 1584 | loss: 0.0312456 | val_loss: 0.0312477 | Time: 1506.79 ms [2022-02-04 00:49:41 main:574] : INFO : Epoch 1585 | loss: 0.0312454 | val_loss: 0.0312474 | Time: 1465.39 ms [2022-02-04 00:49:42 main:574] : INFO : Epoch 1586 | loss: 0.0312454 | val_loss: 0.0312476 | Time: 1469.11 ms [2022-02-04 00:49:44 main:574] : INFO : Epoch 1587 | loss: 0.0312457 | val_loss: 0.0312488 | Time: 1483.78 ms [2022-02-04 00:49:45 main:574] : INFO : Epoch 1588 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 1483.46 ms [2022-02-04 00:49:47 main:574] : INFO : Epoch 1589 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 1481.32 ms [2022-02-04 00:49:48 main:574] : INFO : Epoch 1590 | loss: 0.0312454 | val_loss: 0.0312477 | Time: 1464.79 ms [2022-02-04 00:49:50 main:574] : INFO : Epoch 1591 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 1520.22 ms [2022-02-04 00:49:51 main:574] : INFO : Epoch 1592 | loss: 0.0312456 | val_loss: 0.0312479 | Time: 1493.4 ms [2022-02-04 00:49:53 main:574] : INFO : Epoch 1593 | loss: 0.0312457 | val_loss: 0.031247 | Time: 1517.56 ms [2022-02-04 00:49:54 main:574] : INFO : Epoch 1594 | loss: 0.0312453 | val_loss: 0.0312488 | Time: 1468.02 ms [2022-02-04 00:49:56 main:574] : INFO : Epoch 1595 | loss: 0.0312463 | val_loss: 0.0312487 | Time: 1487.31 ms [2022-02-04 00:49:57 main:574] : INFO : Epoch 1596 | loss: 0.0312454 | val_loss: 0.0312483 | Time: 1480.42 ms [2022-02-04 00:49:59 main:574] : INFO : Epoch 1597 | loss: 0.0312457 | val_loss: 0.0312478 | Time: 1482.83 ms [2022-02-04 00:50:00 main:574] : INFO : Epoch 1598 | loss: 0.0312457 | val_loss: 0.031247 | Time: 1505.5 ms [2022-02-04 00:50:02 main:574] : INFO : Epoch 1599 | loss: 0.0312454 | val_loss: 0.031247 | Time: 1464.2 ms [2022-02-04 00:50:03 main:574] : INFO : Epoch 1600 | loss: 0.0312453 | val_loss: 0.0312471 | Time: 1442.62 ms [2022-02-04 00:50:05 main:574] : INFO : Epoch 1601 | loss: 0.0312455 | val_loss: 0.0312479 | Time: 1495.8 ms [2022-02-04 00:50:06 main:574] : INFO : Epoch 1602 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1506.05 ms [2022-02-04 00:50:08 main:574] : INFO : Epoch 1603 | loss: 0.0312459 | val_loss: 0.0312477 | Time: 1460.15 ms [2022-02-04 00:50:09 main:574] : INFO : Epoch 1604 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1470.8 ms [2022-02-04 00:50:11 main:574] : INFO : Epoch 1605 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1468.46 ms [2022-02-04 00:50:12 main:574] : INFO : Epoch 1606 | loss: 0.0312454 | val_loss: 0.0312476 | Time: 1455.74 ms [2022-02-04 00:50:14 main:574] : INFO : Epoch 1607 | loss: 0.0312456 | val_loss: 0.0312491 | Time: 1473.96 ms [2022-02-04 00:50:15 main:574] : INFO : Epoch 1608 | loss: 0.031246 | val_loss: 0.0312479 | Time: 1463.55 ms [2022-02-04 00:50:17 main:574] : INFO : Epoch 1609 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 1469.52 ms [2022-02-04 00:50:18 main:574] : INFO : Epoch 1610 | loss: 0.031246 | val_loss: 0.0312496 | Time: 1461.04 ms [2022-02-04 00:50:20 main:574] : INFO : Epoch 1611 | loss: 0.0312458 | val_loss: 0.0312475 | Time: 1490.66 ms [2022-02-04 00:50:21 main:574] : INFO : Epoch 1612 | loss: 0.0312456 | val_loss: 0.0312478 | Time: 1443.06 ms [2022-02-04 00:50:23 main:574] : INFO : Epoch 1613 | loss: 0.0312462 | val_loss: 0.0312484 | Time: 1482.31 ms [2022-02-04 00:50:24 main:574] : INFO : Epoch 1614 | loss: 0.0312457 | val_loss: 0.031247 | Time: 1465.36 ms [2022-02-04 00:50:26 main:574] : INFO : Epoch 1615 | loss: 0.0312451 | val_loss: 0.0312475 | Time: 1490.07 ms [2022-02-04 00:50:27 main:574] : INFO : Epoch 1616 | loss: 0.0312458 | val_loss: 0.0312489 | Time: 1486.86 ms [2022-02-04 00:50:29 main:574] : INFO : Epoch 1617 | loss: 0.0312454 | val_loss: 0.0312489 | Time: 1478.76 ms [2022-02-04 00:50:30 main:574] : INFO : Epoch 1618 | loss: 0.0312462 | val_loss: 0.0312487 | Time: 1477.11 ms [2022-02-04 00:50:31 main:574] : INFO : Epoch 1619 | loss: 0.0312461 | val_loss: 0.0312477 | Time: 1477.29 ms [2022-02-04 00:50:33 main:574] : INFO : Epoch 1620 | loss: 0.0312458 | val_loss: 0.031248 | Time: 1450.23 ms [2022-02-04 00:50:34 main:574] : INFO : Epoch 1621 | loss: 0.0312457 | val_loss: 0.0312474 | Time: 1460.97 ms [2022-02-04 00:50:36 main:574] : INFO : Epoch 1622 | loss: 0.0312456 | val_loss: 0.0312482 | Time: 1457.29 ms [2022-02-04 00:50:37 main:574] : INFO : Epoch 1623 | loss: 0.0312456 | val_loss: 0.0312477 | Time: 1577.94 ms [2022-02-04 00:50:39 main:574] : INFO : Epoch 1624 | loss: 0.0312453 | val_loss: 0.0312474 | Time: 1461.63 ms [2022-02-04 00:50:41 main:574] : INFO : Epoch 1625 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1591.47 ms [2022-02-04 00:50:42 main:574] : INFO : Epoch 1626 | loss: 0.0312465 | val_loss: 0.0312497 | Time: 1490.74 ms [2022-02-04 00:50:43 main:574] : INFO : Epoch 1627 | loss: 0.0312489 | val_loss: 0.0312474 | Time: 1464.05 ms [2022-02-04 00:50:45 main:574] : INFO : Epoch 1628 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 1455.15 ms [2022-02-04 00:50:46 main:574] : INFO : Epoch 1629 | loss: 0.0312469 | val_loss: 0.0312487 | Time: 1442.85 ms [2022-02-04 00:50:48 main:574] : INFO : Epoch 1630 | loss: 0.0312464 | val_loss: 0.0312478 | Time: 1486.74 ms [2022-02-04 00:50:49 main:574] : INFO : Epoch 1631 | loss: 0.0312463 | val_loss: 0.0312478 | Time: 1465.14 ms [2022-02-04 00:50:51 main:574] : INFO : Epoch 1632 | loss: 0.0312454 | val_loss: 0.0312495 | Time: 1455.44 ms [2022-02-04 00:50:52 main:574] : INFO : Epoch 1633 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 1473.03 ms [2022-02-04 00:50:54 main:574] : INFO : Epoch 1634 | loss: 0.0312459 | val_loss: 0.0312479 | Time: 1449.86 ms [2022-02-04 00:50:55 main:574] : INFO : Epoch 1635 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1464.32 ms [2022-02-04 00:50:57 main:574] : INFO : Epoch 1636 | loss: 0.0312462 | val_loss: 0.0312487 | Time: 1466.61 ms [2022-02-04 00:50:58 main:574] : INFO : Epoch 1637 | loss: 0.0312454 | val_loss: 0.0312478 | Time: 1461.81 ms [2022-02-04 00:51:00 main:574] : INFO : Epoch 1638 | loss: 0.0312456 | val_loss: 0.0312478 | Time: 1475.21 ms [2022-02-04 00:51:01 main:574] : INFO : Epoch 1639 | loss: 0.0312456 | val_loss: 0.0312502 | Time: 1489.81 ms [2022-02-04 00:51:03 main:574] : INFO : Epoch 1640 | loss: 0.0312462 | val_loss: 0.031247 | Time: 1473.16 ms [2022-02-04 00:51:04 main:574] : INFO : Epoch 1641 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1507.85 ms [2022-02-04 00:51:06 main:574] : INFO : Epoch 1642 | loss: 0.0312461 | val_loss: 0.0312482 | Time: 1475.97 ms [2022-02-04 00:51:07 main:574] : INFO : Epoch 1643 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 1493.78 ms [2022-02-04 00:51:09 main:574] : INFO : Epoch 1644 | loss: 0.0312458 | val_loss: 0.0312474 | Time: 1487.22 ms [2022-02-04 00:51:10 main:574] : INFO : Epoch 1645 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1485.48 ms [2022-02-04 00:51:12 main:574] : INFO : Epoch 1646 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1481.67 ms [2022-02-04 00:51:13 main:574] : INFO : Epoch 1647 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 1466.61 ms [2022-02-04 00:51:15 main:574] : INFO : Epoch 1648 | loss: 0.0312453 | val_loss: 0.0312473 | Time: 1488.32 ms [2022-02-04 00:51:16 main:574] : INFO : Epoch 1649 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1463.44 ms [2022-02-04 00:51:18 main:574] : INFO : Epoch 1650 | loss: 0.0312457 | val_loss: 0.0312482 | Time: 1484.48 ms [2022-02-04 00:51:19 main:574] : INFO : Epoch 1651 | loss: 0.0312456 | val_loss: 0.0312493 | Time: 1476.44 ms [2022-02-04 00:51:20 main:574] : INFO : Epoch 1652 | loss: 0.0312473 | val_loss: 0.0312515 | Time: 1455.57 ms [2022-02-04 00:51:22 main:574] : INFO : Epoch 1653 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 1473.63 ms [2022-02-04 00:51:23 main:574] : INFO : Epoch 1654 | loss: 0.0312459 | val_loss: 0.0312479 | Time: 1476.68 ms [2022-02-04 00:51:25 main:574] : INFO : Epoch 1655 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1466.63 ms [2022-02-04 00:51:26 main:574] : INFO : Epoch 1656 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1468.67 ms [2022-02-04 00:51:28 main:574] : INFO : Epoch 1657 | loss: 0.0312453 | val_loss: 0.0312472 | Time: 1461.93 ms [2022-02-04 00:51:29 main:574] : INFO : Epoch 1658 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 1449.18 ms [2022-02-04 00:51:31 main:574] : INFO : Epoch 1659 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 1483.81 ms [2022-02-04 00:51:32 main:574] : INFO : Epoch 1660 | loss: 0.0312456 | val_loss: 0.0312475 | Time: 1486.05 ms [2022-02-04 00:51:34 main:574] : INFO : Epoch 1661 | loss: 0.0312462 | val_loss: 0.03125 | Time: 1474.36 ms [2022-02-04 00:51:35 main:574] : INFO : Epoch 1662 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 1475.94 ms [2022-02-04 00:51:37 main:574] : INFO : Epoch 1663 | loss: 0.0312459 | val_loss: 0.0312477 | Time: 1470.32 ms [2022-02-04 00:51:38 main:574] : INFO : Epoch 1664 | loss: 0.0312458 | val_loss: 0.0312484 | Time: 1465.75 ms [2022-02-04 00:51:40 main:574] : INFO : Epoch 1665 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 1503.89 ms [2022-02-04 00:51:41 main:574] : INFO : Epoch 1666 | loss: 0.0312457 | val_loss: 0.031247 | Time: 1505.34 ms [2022-02-04 00:51:43 main:574] : INFO : Epoch 1667 | loss: 0.0312456 | val_loss: 0.0312483 | Time: 1466.68 ms [2022-02-04 00:51:44 main:574] : INFO : Epoch 1668 | loss: 0.0312458 | val_loss: 0.0312478 | Time: 1491.5 ms [2022-02-04 00:51:46 main:574] : INFO : Epoch 1669 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1495.82 ms [2022-02-04 00:51:47 main:574] : INFO : Epoch 1670 | loss: 0.0312453 | val_loss: 0.0312491 | Time: 1470.98 ms [2022-02-04 00:51:49 main:574] : INFO : Epoch 1671 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 1462.31 ms [2022-02-04 00:51:50 main:574] : INFO : Epoch 1672 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 1469.13 ms [2022-02-04 00:51:52 main:574] : INFO : Epoch 1673 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1477.48 ms [2022-02-04 00:51:53 main:574] : INFO : Epoch 1674 | loss: 0.0312465 | val_loss: 0.0312483 | Time: 1463.35 ms [2022-02-04 00:51:55 main:574] : INFO : Epoch 1675 | loss: 0.0312467 | val_loss: 0.0312498 | Time: 1445.62 ms [2022-02-04 00:51:56 main:574] : INFO : Epoch 1676 | loss: 0.0312471 | val_loss: 0.0312527 | Time: 1460.14 ms [2022-02-04 00:51:57 main:574] : INFO : Epoch 1677 | loss: 0.0312477 | val_loss: 0.0312493 | Time: 1471.53 ms [2022-02-04 00:51:59 main:574] : INFO : Epoch 1678 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 1469.82 ms [2022-02-04 00:52:00 main:574] : INFO : Epoch 1679 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 1482.14 ms [2022-02-04 00:52:02 main:574] : INFO : Epoch 1680 | loss: 0.0312458 | val_loss: 0.0312477 | Time: 1472.85 ms [2022-02-04 00:52:03 main:574] : INFO : Epoch 1681 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 1480 ms [2022-02-04 00:52:05 main:574] : INFO : Epoch 1682 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 1474.5 ms [2022-02-04 00:52:06 main:574] : INFO : Epoch 1683 | loss: 0.0312459 | val_loss: 0.0312496 | Time: 1530.32 ms [2022-02-04 00:52:08 main:574] : INFO : Epoch 1684 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 1518.66 ms [2022-02-04 00:52:10 main:574] : INFO : Epoch 1685 | loss: 0.0312456 | val_loss: 0.0312491 | Time: 1565.3 ms [2022-02-04 00:52:11 main:574] : INFO : Epoch 1686 | loss: 0.0312462 | val_loss: 0.0312481 | Time: 1504.98 ms [2022-02-04 00:52:12 main:574] : INFO : Epoch 1687 | loss: 0.031246 | val_loss: 0.031247 | Time: 1475.92 ms [2022-02-04 00:52:14 main:574] : INFO : Epoch 1688 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1490.12 ms [2022-02-04 00:52:15 main:574] : INFO : Epoch 1689 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1459.3 ms [2022-02-04 00:52:17 main:574] : INFO : Epoch 1690 | loss: 0.0312459 | val_loss: 0.0312482 | Time: 1492.7 ms [2022-02-04 00:52:18 main:574] : INFO : Epoch 1691 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 1473.67 ms [2022-02-04 00:52:20 main:574] : INFO : Epoch 1692 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1474.27 ms [2022-02-04 00:52:21 main:574] : INFO : Epoch 1693 | loss: 0.0312466 | val_loss: 0.0312484 | Time: 1474.74 ms [2022-02-04 00:52:23 main:574] : INFO : Epoch 1694 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 1499.32 ms [2022-02-04 00:52:24 main:574] : INFO : Epoch 1695 | loss: 0.0312458 | val_loss: 0.0312494 | Time: 1485.57 ms [2022-02-04 00:52:26 main:574] : INFO : Epoch 1696 | loss: 0.031246 | val_loss: 0.0312479 | Time: 1480.94 ms [2022-02-04 00:52:27 main:574] : INFO : Epoch 1697 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1497.47 ms [2022-02-04 00:52:29 main:574] : INFO : Epoch 1698 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 1466.92 ms [2022-02-04 00:52:30 main:574] : INFO : Epoch 1699 | loss: 0.031246 | val_loss: 0.0312481 | Time: 1483.06 ms [2022-02-04 00:52:32 main:574] : INFO : Epoch 1700 | loss: 0.0312464 | val_loss: 0.0312488 | Time: 1489.15 ms [2022-02-04 00:52:33 main:574] : INFO : Epoch 1701 | loss: 0.0312475 | val_loss: 0.0312493 | Time: 1509.93 ms [2022-02-04 00:52:35 main:574] : INFO : Epoch 1702 | loss: 0.0312455 | val_loss: 0.0312475 | Time: 1488.15 ms [2022-02-04 00:52:36 main:574] : INFO : Epoch 1703 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 1447.59 ms [2022-02-04 00:52:38 main:574] : INFO : Epoch 1704 | loss: 0.0312463 | val_loss: 0.031247 | Time: 1469.36 ms [2022-02-04 00:52:39 main:574] : INFO : Epoch 1705 | loss: 0.0312456 | val_loss: 0.0312484 | Time: 1454.52 ms [2022-02-04 00:52:41 main:574] : INFO : Epoch 1706 | loss: 0.0312458 | val_loss: 0.0312486 | Time: 1510.09 ms [2022-02-04 00:52:42 main:574] : INFO : Epoch 1707 | loss: 0.0312461 | val_loss: 0.0312485 | Time: 1444.46 ms [2022-02-04 00:52:44 main:574] : INFO : Epoch 1708 | loss: 0.0312462 | val_loss: 0.0312476 | Time: 1460.69 ms [2022-02-04 00:52:45 main:574] : INFO : Epoch 1709 | loss: 0.0312457 | val_loss: 0.0312477 | Time: 1470.79 ms [2022-02-04 00:52:47 main:574] : INFO : Epoch 1710 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1490.98 ms [2022-02-04 00:52:48 main:574] : INFO : Epoch 1711 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 1472.7 ms [2022-02-04 00:52:50 main:574] : INFO : Epoch 1712 | loss: 0.0312467 | val_loss: 0.031251 | Time: 1471.15 ms [2022-02-04 00:52:51 main:574] : INFO : Epoch 1713 | loss: 0.031247 | val_loss: 0.0312474 | Time: 1478.76 ms [2022-02-04 00:52:53 main:574] : INFO : Epoch 1714 | loss: 0.031246 | val_loss: 0.0312483 | Time: 1468.12 ms [2022-02-04 00:52:54 main:574] : INFO : Epoch 1715 | loss: 0.0312459 | val_loss: 0.0312486 | Time: 1495.74 ms [2022-02-04 00:52:56 main:574] : INFO : Epoch 1716 | loss: 0.0312461 | val_loss: 0.0312474 | Time: 1488.92 ms [2022-02-04 00:52:57 main:574] : INFO : Epoch 1717 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 1476.15 ms [2022-02-04 00:52:58 main:574] : INFO : Epoch 1718 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1462.33 ms [2022-02-04 00:53:00 main:574] : INFO : Epoch 1719 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1454.1 ms [2022-02-04 00:53:01 main:574] : INFO : Epoch 1720 | loss: 0.0312462 | val_loss: 0.0312524 | Time: 1484.06 ms [2022-02-04 00:53:03 main:574] : INFO : Epoch 1721 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 1487.27 ms [2022-02-04 00:53:04 main:574] : INFO : Epoch 1722 | loss: 0.0312458 | val_loss: 0.0312489 | Time: 1475.81 ms [2022-02-04 00:53:06 main:574] : INFO : Epoch 1723 | loss: 0.0312457 | val_loss: 0.0312483 | Time: 1463.7 ms [2022-02-04 00:53:07 main:574] : INFO : Epoch 1724 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1470.92 ms [2022-02-04 00:53:09 main:574] : INFO : Epoch 1725 | loss: 0.0312454 | val_loss: 0.0312476 | Time: 1490.27 ms [2022-02-04 00:53:10 main:574] : INFO : Epoch 1726 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1466.48 ms [2022-02-04 00:53:12 main:574] : INFO : Epoch 1727 | loss: 0.031246 | val_loss: 0.0312483 | Time: 1475.32 ms [2022-02-04 00:53:13 main:574] : INFO : Epoch 1728 | loss: 0.0312482 | val_loss: 0.0312503 | Time: 1475.48 ms [2022-02-04 00:53:15 main:574] : INFO : Epoch 1729 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1477.29 ms [2022-02-04 00:53:16 main:574] : INFO : Epoch 1730 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 1452.77 ms [2022-02-04 00:53:18 main:574] : INFO : Epoch 1731 | loss: 0.0312464 | val_loss: 0.0312478 | Time: 1468.54 ms [2022-02-04 00:53:19 main:574] : INFO : Epoch 1732 | loss: 0.0312459 | val_loss: 0.031248 | Time: 1484.06 ms [2022-02-04 00:53:21 main:574] : INFO : Epoch 1733 | loss: 0.0312455 | val_loss: 0.031247 | Time: 1481.31 ms [2022-02-04 00:53:22 main:574] : INFO : Epoch 1734 | loss: 0.0312452 | val_loss: 0.0312476 | Time: 1478.52 ms [2022-02-04 00:53:24 main:574] : INFO : Epoch 1735 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 1470.15 ms [2022-02-04 00:53:25 main:574] : INFO : Epoch 1736 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1457.86 ms [2022-02-04 00:53:27 main:574] : INFO : Epoch 1737 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 1462.56 ms [2022-02-04 00:53:28 main:574] : INFO : Epoch 1738 | loss: 0.0312459 | val_loss: 0.0312498 | Time: 1481.81 ms [2022-02-04 00:53:30 main:574] : INFO : Epoch 1739 | loss: 0.0312466 | val_loss: 0.0312485 | Time: 1467.9 ms [2022-02-04 00:53:31 main:574] : INFO : Epoch 1740 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 1491.24 ms [2022-02-04 00:53:33 main:574] : INFO : Epoch 1741 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 1463.99 ms [2022-02-04 00:53:34 main:574] : INFO : Epoch 1742 | loss: 0.031246 | val_loss: 0.0312474 | Time: 1485.16 ms [2022-02-04 00:53:35 main:574] : INFO : Epoch 1743 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 1456.53 ms [2022-02-04 00:53:37 main:574] : INFO : Epoch 1744 | loss: 0.0312453 | val_loss: 0.0312473 | Time: 1490.48 ms [2022-02-04 00:53:38 main:574] : INFO : Epoch 1745 | loss: 0.0312458 | val_loss: 0.031247 | Time: 1509.82 ms [2022-02-04 00:53:40 main:574] : INFO : Epoch 1746 | loss: 0.0312455 | val_loss: 0.0312482 | Time: 1477.98 ms [2022-02-04 00:53:41 main:574] : INFO : Epoch 1747 | loss: 0.0312455 | val_loss: 0.0312481 | Time: 1485.4 ms [2022-02-04 00:53:43 main:574] : INFO : Epoch 1748 | loss: 0.0312461 | val_loss: 0.0312487 | Time: 1447.18 ms [2022-02-04 00:53:44 main:574] : INFO : Epoch 1749 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 1482.15 ms [2022-02-04 00:53:46 main:574] : INFO : Epoch 1750 | loss: 0.0312453 | val_loss: 0.0312478 | Time: 1456.46 ms [2022-02-04 00:53:47 main:574] : INFO : Epoch 1751 | loss: 0.0312455 | val_loss: 0.0312475 | Time: 1467.36 ms [2022-02-04 00:53:49 main:574] : INFO : Epoch 1752 | loss: 0.0312453 | val_loss: 0.0312478 | Time: 1447.99 ms [2022-02-04 00:53:50 main:574] : INFO : Epoch 1753 | loss: 0.0312453 | val_loss: 0.0312474 | Time: 1464.56 ms [2022-02-04 00:53:52 main:574] : INFO : Epoch 1754 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 1508.8 ms [2022-02-04 00:53:53 main:574] : INFO : Epoch 1755 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 1495.48 ms [2022-02-04 00:53:55 main:574] : INFO : Epoch 1756 | loss: 0.0312455 | val_loss: 0.031247 | Time: 1468.99 ms [2022-02-04 00:53:56 main:574] : INFO : Epoch 1757 | loss: 0.0312457 | val_loss: 0.0312477 | Time: 1455.22 ms [2022-02-04 00:53:58 main:574] : INFO : Epoch 1758 | loss: 0.0312453 | val_loss: 0.0312478 | Time: 1463.88 ms [2022-02-04 00:53:59 main:574] : INFO : Epoch 1759 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 1475.86 ms [2022-02-04 00:54:01 main:574] : INFO : Epoch 1760 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1461.52 ms [2022-02-04 00:54:02 main:574] : INFO : Epoch 1761 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 1484.54 ms [2022-02-04 00:54:04 main:574] : INFO : Epoch 1762 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1466.05 ms [2022-02-04 00:54:05 main:574] : INFO : Epoch 1763 | loss: 0.0312457 | val_loss: 0.0312493 | Time: 1445.19 ms [2022-02-04 00:54:07 main:574] : INFO : Epoch 1764 | loss: 0.0312454 | val_loss: 0.031247 | Time: 1512.95 ms [2022-02-04 00:54:08 main:574] : INFO : Epoch 1765 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 1571.11 ms [2022-02-04 00:54:10 main:574] : INFO : Epoch 1766 | loss: 0.0312464 | val_loss: 0.0312491 | Time: 1530.76 ms [2022-02-04 00:54:11 main:574] : INFO : Epoch 1767 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 1476.81 ms [2022-02-04 00:54:13 main:574] : INFO : Epoch 1768 | loss: 0.0312458 | val_loss: 0.0312492 | Time: 1468.39 ms [2022-02-04 00:54:14 main:574] : INFO : Epoch 1769 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 1485.7 ms [2022-02-04 00:54:16 main:574] : INFO : Epoch 1770 | loss: 0.0312474 | val_loss: 0.0312501 | Time: 1453.86 ms [2022-02-04 00:54:17 main:574] : INFO : Epoch 1771 | loss: 0.0312465 | val_loss: 0.031247 | Time: 1502.91 ms [2022-02-04 00:54:19 main:574] : INFO : Epoch 1772 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 1442.48 ms [2022-02-04 00:54:20 main:574] : INFO : Epoch 1773 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 1477.28 ms [2022-02-04 00:54:21 main:574] : INFO : Epoch 1774 | loss: 0.0312454 | val_loss: 0.0312476 | Time: 1455.11 ms [2022-02-04 00:54:23 main:574] : INFO : Epoch 1775 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 1495.03 ms [2022-02-04 00:54:24 main:574] : INFO : Epoch 1776 | loss: 0.0312475 | val_loss: 0.0312512 | Time: 1492.69 ms [2022-02-04 00:54:26 main:574] : INFO : Epoch 1777 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 1447.88 ms [2022-02-04 00:54:27 main:574] : INFO : Epoch 1778 | loss: 0.0312455 | val_loss: 0.0312476 | Time: 1498.43 ms [2022-02-04 00:54:29 main:574] : INFO : Epoch 1779 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 1489.58 ms [2022-02-04 00:54:30 main:574] : INFO : Epoch 1780 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1491.09 ms [2022-02-04 00:54:32 main:574] : INFO : Epoch 1781 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1472.17 ms [2022-02-04 00:54:33 main:574] : INFO : Epoch 1782 | loss: 0.0312469 | val_loss: 0.0312495 | Time: 1470.11 ms [2022-02-04 00:54:35 main:574] : INFO : Epoch 1783 | loss: 0.0312465 | val_loss: 0.0312481 | Time: 1467.17 ms [2022-02-04 00:54:36 main:574] : INFO : Epoch 1784 | loss: 0.031246 | val_loss: 0.0312477 | Time: 1489.85 ms [2022-02-04 00:54:38 main:574] : INFO : Epoch 1785 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1488.64 ms [2022-02-04 00:54:39 main:574] : INFO : Epoch 1786 | loss: 0.0312456 | val_loss: 0.031247 | Time: 1453.94 ms [2022-02-04 00:54:41 main:574] : INFO : Epoch 1787 | loss: 0.0312452 | val_loss: 0.0312491 | Time: 1484.25 ms [2022-02-04 00:54:42 main:574] : INFO : Epoch 1788 | loss: 0.031246 | val_loss: 0.031248 | Time: 1476.79 ms [2022-02-04 00:54:44 main:574] : INFO : Epoch 1789 | loss: 0.0312458 | val_loss: 0.0312479 | Time: 1502.12 ms [2022-02-04 00:54:45 main:574] : INFO : Epoch 1790 | loss: 0.0312457 | val_loss: 0.0312479 | Time: 1465.04 ms [2022-02-04 00:54:47 main:574] : INFO : Epoch 1791 | loss: 0.0312459 | val_loss: 0.0312474 | Time: 1479.79 ms [2022-02-04 00:54:48 main:574] : INFO : Epoch 1792 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1486.12 ms [2022-02-04 00:54:50 main:574] : INFO : Epoch 1793 | loss: 0.0312453 | val_loss: 0.0312471 | Time: 1472.13 ms [2022-02-04 00:54:51 main:574] : INFO : Epoch 1794 | loss: 0.0312455 | val_loss: 0.0312478 | Time: 1508.3 ms [2022-02-04 00:54:53 main:574] : INFO : Epoch 1795 | loss: 0.0312452 | val_loss: 0.0312475 | Time: 1461.7 ms [2022-02-04 00:54:54 main:574] : INFO : Epoch 1796 | loss: 0.0312454 | val_loss: 0.0312474 | Time: 1456.68 ms [2022-02-04 00:54:56 main:574] : INFO : Epoch 1797 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 1479.32 ms [2022-02-04 00:54:57 main:574] : INFO : Epoch 1798 | loss: 0.0312456 | val_loss: 0.031247 | Time: 1486.02 ms [2022-02-04 00:54:59 main:574] : INFO : Epoch 1799 | loss: 0.0312454 | val_loss: 0.0312474 | Time: 1488.88 ms [2022-02-04 00:55:00 main:574] : INFO : Epoch 1800 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 1490.68 ms [2022-02-04 00:55:02 main:574] : INFO : Epoch 1801 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1478.12 ms [2022-02-04 00:55:03 main:574] : INFO : Epoch 1802 | loss: 0.0312458 | val_loss: 0.031249 | Time: 1485.24 ms [2022-02-04 00:55:05 main:574] : INFO : Epoch 1803 | loss: 0.031246 | val_loss: 0.0312476 | Time: 1459.42 ms [2022-02-04 00:55:06 main:574] : INFO : Epoch 1804 | loss: 0.0312473 | val_loss: 0.0312504 | Time: 1512.4 ms [2022-02-04 00:55:08 main:574] : INFO : Epoch 1805 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 1456.91 ms [2022-02-04 00:55:09 main:574] : INFO : Epoch 1806 | loss: 0.031246 | val_loss: 0.0312477 | Time: 1469.55 ms [2022-02-04 00:55:10 main:574] : INFO : Epoch 1807 | loss: 0.031246 | val_loss: 0.0312474 | Time: 1447.96 ms [2022-02-04 00:55:12 main:574] : INFO : Epoch 1808 | loss: 0.0312454 | val_loss: 0.0312474 | Time: 1472.27 ms [2022-02-04 00:55:13 main:574] : INFO : Epoch 1809 | loss: 0.0312454 | val_loss: 0.0312479 | Time: 1480.94 ms [2022-02-04 00:55:15 main:574] : INFO : Epoch 1810 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 1453.24 ms [2022-02-04 00:55:16 main:574] : INFO : Epoch 1811 | loss: 0.0312466 | val_loss: 0.0312482 | Time: 1462.81 ms [2022-02-04 00:55:18 main:574] : INFO : Epoch 1812 | loss: 0.0312456 | val_loss: 0.0312485 | Time: 1519.83 ms [2022-02-04 00:55:19 main:574] : INFO : Epoch 1813 | loss: 0.0312455 | val_loss: 0.031247 | Time: 1496.7 ms [2022-02-04 00:55:21 main:574] : INFO : Epoch 1814 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 1486.61 ms [2022-02-04 00:55:22 main:574] : INFO : Epoch 1815 | loss: 0.0312455 | val_loss: 0.031247 | Time: 1458.36 ms [2022-02-04 00:55:24 main:574] : INFO : Epoch 1816 | loss: 0.0312456 | val_loss: 0.0312481 | Time: 1477.02 ms [2022-02-04 00:55:25 main:574] : INFO : Epoch 1817 | loss: 0.0312455 | val_loss: 0.031248 | Time: 1494.96 ms [2022-02-04 00:55:27 main:574] : INFO : Epoch 1818 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 1459.43 ms [2022-02-04 00:55:28 main:574] : INFO : Epoch 1819 | loss: 0.0312454 | val_loss: 0.0312482 | Time: 1463.85 ms [2022-02-04 00:55:30 main:574] : INFO : Epoch 1820 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 1495.59 ms [2022-02-04 00:55:31 main:574] : INFO : Epoch 1821 | loss: 0.0312453 | val_loss: 0.0312471 | Time: 1471.45 ms [2022-02-04 00:55:33 main:574] : INFO : Epoch 1822 | loss: 0.0312455 | val_loss: 0.0312476 | Time: 1493.07 ms [2022-02-04 00:55:34 main:574] : INFO : Epoch 1823 | loss: 0.0312461 | val_loss: 0.0312488 | Time: 1508.69 ms [2022-02-04 00:55:36 main:574] : INFO : Epoch 1824 | loss: 0.0312459 | val_loss: 0.0312483 | Time: 1461.21 ms [2022-02-04 00:55:37 main:574] : INFO : Epoch 1825 | loss: 0.0312466 | val_loss: 0.0312496 | Time: 1480.78 ms [2022-02-04 00:55:39 main:574] : INFO : Epoch 1826 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 1480.79 ms [2022-02-04 00:55:40 main:574] : INFO : Epoch 1827 | loss: 0.031252 | val_loss: 0.0312517 | Time: 1469.5 ms [2022-02-04 00:55:42 main:574] : INFO : Epoch 1828 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 1459.83 ms [2022-02-04 00:55:43 main:574] : INFO : Epoch 1829 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 1476.62 ms [2022-02-04 00:55:45 main:574] : INFO : Epoch 1830 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 1484.84 ms [2022-02-04 00:55:46 main:574] : INFO : Epoch 1831 | loss: 0.0312458 | val_loss: 0.0312477 | Time: 1487.98 ms [2022-02-04 00:55:48 main:574] : INFO : Epoch 1832 | loss: 0.031246 | val_loss: 0.0312479 | Time: 1470.61 ms [2022-02-04 00:55:49 main:574] : INFO : Epoch 1833 | loss: 0.0312454 | val_loss: 0.0312478 | Time: 1463.62 ms [2022-02-04 00:55:51 main:574] : INFO : Epoch 1834 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 1470.41 ms [2022-02-04 00:55:52 main:574] : INFO : Epoch 1835 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 1468.78 ms [2022-02-04 00:55:53 main:574] : INFO : Epoch 1836 | loss: 0.0312454 | val_loss: 0.0312485 | Time: 1470.25 ms [2022-02-04 00:55:55 main:574] : INFO : Epoch 1837 | loss: 0.0312457 | val_loss: 0.0312481 | Time: 1485.48 ms [2022-02-04 00:55:56 main:574] : INFO : Epoch 1838 | loss: 0.0312456 | val_loss: 0.0312487 | Time: 1478.86 ms [2022-02-04 00:55:58 main:574] : INFO : Epoch 1839 | loss: 0.0312459 | val_loss: 0.031247 | Time: 1492.37 ms [2022-02-04 00:55:59 main:574] : INFO : Epoch 1840 | loss: 0.031246 | val_loss: 0.0312472 | Time: 1488.63 ms [2022-02-04 00:56:01 main:574] : INFO : Epoch 1841 | loss: 0.0312458 | val_loss: 0.0312475 | Time: 1487.77 ms [2022-02-04 00:56:02 main:574] : INFO : Epoch 1842 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 1464.83 ms [2022-02-04 00:56:04 main:574] : INFO : Epoch 1843 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1494.39 ms [2022-02-04 00:56:05 main:574] : INFO : Epoch 1844 | loss: 0.0312454 | val_loss: 0.0312478 | Time: 1481.65 ms [2022-02-04 00:56:07 main:574] : INFO : Epoch 1845 | loss: 0.0312453 | val_loss: 0.0312486 | Time: 1470.52 ms [2022-02-04 00:56:08 main:574] : INFO : Epoch 1846 | loss: 0.0312462 | val_loss: 0.0312502 | Time: 1498.43 ms [2022-02-04 00:56:10 main:574] : INFO : Epoch 1847 | loss: 0.0312467 | val_loss: 0.0312492 | Time: 1475.95 ms [2022-02-04 00:56:11 main:574] : INFO : Epoch 1848 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 1468.27 ms [2022-02-04 00:56:13 main:574] : INFO : Epoch 1849 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1462.37 ms [2022-02-04 00:56:14 main:574] : INFO : Epoch 1850 | loss: 0.0312453 | val_loss: 0.0312476 | Time: 1472.81 ms [2022-02-04 00:56:16 main:574] : INFO : Epoch 1851 | loss: 0.0312453 | val_loss: 0.0312482 | Time: 1475.21 ms [2022-02-04 00:56:17 main:574] : INFO : Epoch 1852 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 1469.84 ms [2022-02-04 00:56:19 main:574] : INFO : Epoch 1853 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1480.4 ms [2022-02-04 00:56:20 main:574] : INFO : Epoch 1854 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 1480.06 ms [2022-02-04 00:56:22 main:574] : INFO : Epoch 1855 | loss: 0.0312454 | val_loss: 0.0312479 | Time: 1486.89 ms [2022-02-04 00:56:23 main:574] : INFO : Epoch 1856 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 1486.9 ms [2022-02-04 00:56:25 main:574] : INFO : Epoch 1857 | loss: 0.0312454 | val_loss: 0.0312477 | Time: 1493.94 ms [2022-02-04 00:56:26 main:574] : INFO : Epoch 1858 | loss: 0.0312456 | val_loss: 0.0312475 | Time: 1492.69 ms [2022-02-04 00:56:28 main:574] : INFO : Epoch 1859 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 1465.87 ms [2022-02-04 00:56:29 main:574] : INFO : Epoch 1860 | loss: 0.0312456 | val_loss: 0.0312487 | Time: 1474.8 ms [2022-02-04 00:56:31 main:574] : INFO : Epoch 1861 | loss: 0.0312459 | val_loss: 0.0312481 | Time: 1486.83 ms [2022-02-04 00:56:32 main:574] : INFO : Epoch 1862 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 1472.55 ms [2022-02-04 00:56:34 main:574] : INFO : Epoch 1863 | loss: 0.0312456 | val_loss: 0.0312482 | Time: 1465.91 ms [2022-02-04 00:56:35 main:574] : INFO : Epoch 1864 | loss: 0.0312462 | val_loss: 0.0312485 | Time: 1483.52 ms [2022-02-04 00:56:37 main:574] : INFO : Epoch 1865 | loss: 0.0312457 | val_loss: 0.0312485 | Time: 1482.97 ms [2022-02-04 00:56:38 main:574] : INFO : Epoch 1866 | loss: 0.0312462 | val_loss: 0.031247 | Time: 1473.23 ms [2022-02-04 00:56:40 main:574] : INFO : Epoch 1867 | loss: 0.0312459 | val_loss: 0.031247 | Time: 1475.4 ms [2022-02-04 00:56:41 main:574] : INFO : Epoch 1868 | loss: 0.0312456 | val_loss: 0.031247 | Time: 1489.05 ms [2022-02-04 00:56:42 main:574] : INFO : Epoch 1869 | loss: 0.031246 | val_loss: 0.0312502 | Time: 1487.53 ms [2022-02-04 00:56:44 main:574] : INFO : Epoch 1870 | loss: 0.0312481 | val_loss: 0.0312506 | Time: 1462.63 ms [2022-02-04 00:56:45 main:574] : INFO : Epoch 1871 | loss: 0.0312463 | val_loss: 0.0312481 | Time: 1455.27 ms [2022-02-04 00:56:47 main:574] : INFO : Epoch 1872 | loss: 0.0312459 | val_loss: 0.0312488 | Time: 1500.23 ms [2022-02-04 00:56:48 main:574] : INFO : Epoch 1873 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 1478.13 ms [2022-02-04 00:56:50 main:574] : INFO : Epoch 1874 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 1457.01 ms [2022-02-04 00:56:51 main:574] : INFO : Epoch 1875 | loss: 0.0312462 | val_loss: 0.0312479 | Time: 1478.2 ms [2022-02-04 00:56:53 main:574] : INFO : Epoch 1876 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 1460.59 ms [2022-02-04 00:56:54 main:574] : INFO : Epoch 1877 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 1503.97 ms [2022-02-04 00:56:56 main:574] : INFO : Epoch 1878 | loss: 0.031246 | val_loss: 0.031247 | Time: 1463.55 ms [2022-02-04 00:56:57 main:574] : INFO : Epoch 1879 | loss: 0.0312459 | val_loss: 0.0312483 | Time: 1461.02 ms [2022-02-04 00:56:59 main:574] : INFO : Epoch 1880 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 1469.95 ms [2022-02-04 00:57:00 main:574] : INFO : Epoch 1881 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 1592.76 ms [2022-02-04 00:57:02 main:574] : INFO : Epoch 1882 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1515.36 ms [2022-02-04 00:57:03 main:574] : INFO : Epoch 1883 | loss: 0.0312459 | val_loss: 0.031247 | Time: 1467.02 ms [2022-02-04 00:57:05 main:574] : INFO : Epoch 1884 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 1458.86 ms [2022-02-04 00:57:06 main:574] : INFO : Epoch 1885 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 1480.86 ms [2022-02-04 00:57:08 main:574] : INFO : Epoch 1886 | loss: 0.0312456 | val_loss: 0.0312485 | Time: 1465.5 ms [2022-02-04 00:57:09 main:574] : INFO : Epoch 1887 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 1478.3 ms [2022-02-04 00:57:11 main:574] : INFO : Epoch 1888 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 1466.72 ms [2022-02-04 00:57:12 main:574] : INFO : Epoch 1889 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 1472.81 ms [2022-02-04 00:57:14 main:574] : INFO : Epoch 1890 | loss: 0.0312454 | val_loss: 0.0312488 | Time: 1504.2 ms [2022-02-04 00:57:15 main:574] : INFO : Epoch 1891 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 1480.16 ms [2022-02-04 00:57:17 main:574] : INFO : Epoch 1892 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 1481.62 ms [2022-02-04 00:57:18 main:574] : INFO : Epoch 1893 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 1459.46 ms [2022-02-04 00:57:20 main:574] : INFO : Epoch 1894 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 1470.16 ms [2022-02-04 00:57:21 main:574] : INFO : Epoch 1895 | loss: 0.0312465 | val_loss: 0.0312504 | Time: 1484.79 ms [2022-02-04 00:57:23 main:574] : INFO : Epoch 1896 | loss: 0.0312468 | val_loss: 0.031248 | Time: 1454.48 ms [2022-02-04 00:57:24 main:574] : INFO : Epoch 1897 | loss: 0.0312453 | val_loss: 0.0312476 | Time: 1458.02 ms [2022-02-04 00:57:25 main:574] : INFO : Epoch 1898 | loss: 0.0312459 | val_loss: 0.0312478 | Time: 1463.84 ms [2022-02-04 00:57:27 main:574] : INFO : Epoch 1899 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 1492.41 ms [2022-02-04 00:57:28 main:574] : INFO : Epoch 1900 | loss: 0.031246 | val_loss: 0.0312475 | Time: 1478.68 ms [2022-02-04 00:57:30 main:574] : INFO : Epoch 1901 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 1488.76 ms [2022-02-04 00:57:31 main:574] : INFO : Epoch 1902 | loss: 0.0312457 | val_loss: 0.031247 | Time: 1468.97 ms [2022-02-04 00:57:33 main:574] : INFO : Epoch 1903 | loss: 0.0312453 | val_loss: 0.0312479 | Time: 1466.81 ms [2022-02-04 00:57:34 main:574] : INFO : Epoch 1904 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 1462.53 ms [2022-02-04 00:57:36 main:574] : INFO : Epoch 1905 | loss: 0.0312457 | val_loss: 0.0312474 | Time: 1502.83 ms [2022-02-04 00:57:37 main:574] : INFO : Epoch 1906 | loss: 0.0312458 | val_loss: 0.0312475 | Time: 1472.22 ms [2022-02-04 00:57:39 main:574] : INFO : Epoch 1907 | loss: 0.0312459 | val_loss: 0.0312487 | Time: 1468.41 ms [2022-02-04 00:57:40 main:574] : INFO : Epoch 1908 | loss: 0.0312458 | val_loss: 0.031247 | Time: 1489.16 ms [2022-02-04 00:57:42 main:574] : INFO : Epoch 1909 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 1472.32 ms [2022-02-04 00:57:43 main:574] : INFO : Epoch 1910 | loss: 0.0312458 | val_loss: 0.031247 | Time: 1492.81 ms [2022-02-04 00:57:45 main:574] : INFO : Epoch 1911 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 1489.34 ms [2022-02-04 00:57:46 main:574] : INFO : Epoch 1912 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1488.21 ms [2022-02-04 00:57:48 main:574] : INFO : Epoch 1913 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 1486.09 ms [2022-02-04 00:57:49 main:574] : INFO : Epoch 1914 | loss: 0.0312457 | val_loss: 0.0312491 | Time: 1471.65 ms [2022-02-04 00:57:51 main:574] : INFO : Epoch 1915 | loss: 0.0312454 | val_loss: 0.0312476 | Time: 1486.02 ms [2022-02-04 00:57:52 main:574] : INFO : Epoch 1916 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1462.39 ms [2022-02-04 00:57:54 main:574] : INFO : Epoch 1917 | loss: 0.0312454 | val_loss: 0.0312478 | Time: 1484.45 ms [2022-02-04 00:57:55 main:574] : INFO : Epoch 1918 | loss: 0.0312485 | val_loss: 0.0312572 | Time: 1483.56 ms [2022-02-04 00:57:57 main:574] : INFO : Epoch 1919 | loss: 0.031252 | val_loss: 0.0312506 | Time: 1497.93 ms [2022-02-04 00:57:58 main:574] : INFO : Epoch 1920 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 1475.73 ms [2022-02-04 00:58:00 main:574] : INFO : Epoch 1921 | loss: 0.0312466 | val_loss: 0.0312488 | Time: 1466.06 ms [2022-02-04 00:58:01 main:574] : INFO : Epoch 1922 | loss: 0.0312456 | val_loss: 0.0312484 | Time: 1499.37 ms [2022-02-04 00:58:03 main:574] : INFO : Epoch 1923 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 1477.47 ms [2022-02-04 00:58:04 main:574] : INFO : Epoch 1924 | loss: 0.0312458 | val_loss: 0.031248 | Time: 1475.27 ms [2022-02-04 00:58:06 main:574] : INFO : Epoch 1925 | loss: 0.0312453 | val_loss: 0.0312473 | Time: 1476.64 ms [2022-02-04 00:58:07 main:574] : INFO : Epoch 1926 | loss: 0.0312454 | val_loss: 0.0312478 | Time: 1466.21 ms [2022-02-04 00:58:09 main:574] : INFO : Epoch 1927 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 1464.79 ms [2022-02-04 00:58:10 main:574] : INFO : Epoch 1928 | loss: 0.0312453 | val_loss: 0.0312473 | Time: 1498.55 ms [2022-02-04 00:58:12 main:574] : INFO : Epoch 1929 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 1475.76 ms [2022-02-04 00:58:13 main:574] : INFO : Epoch 1930 | loss: 0.0312459 | val_loss: 0.0312483 | Time: 1479.91 ms [2022-02-04 00:58:15 main:574] : INFO : Epoch 1931 | loss: 0.0312462 | val_loss: 0.0312486 | Time: 1483.12 ms [2022-02-04 00:58:16 main:574] : INFO : Epoch 1932 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 1477.79 ms [2022-02-04 00:58:18 main:574] : INFO : Epoch 1933 | loss: 0.0312453 | val_loss: 0.0312471 | Time: 1483.28 ms [2022-02-04 00:58:19 main:574] : INFO : Epoch 1934 | loss: 0.0312455 | val_loss: 0.0312478 | Time: 1495.51 ms [2022-02-04 00:58:20 main:574] : INFO : Epoch 1935 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 1479.15 ms [2022-02-04 00:58:22 main:574] : INFO : Epoch 1936 | loss: 0.0312456 | val_loss: 0.0312482 | Time: 1479.79 ms [2022-02-04 00:58:23 main:574] : INFO : Epoch 1937 | loss: 0.031246 | val_loss: 0.0312473 | Time: 1477.24 ms [2022-02-04 00:58:25 main:574] : INFO : Epoch 1938 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1459.95 ms [2022-02-04 00:58:26 main:574] : INFO : Epoch 1939 | loss: 0.0312457 | val_loss: 0.0312484 | Time: 1467.53 ms [2022-02-04 00:58:28 main:574] : INFO : Epoch 1940 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 1500.89 ms [2022-02-04 00:58:29 main:574] : INFO : Epoch 1941 | loss: 0.031246 | val_loss: 0.031249 | Time: 1453.92 ms [2022-02-04 00:58:31 main:574] : INFO : Epoch 1942 | loss: 0.0312464 | val_loss: 0.0312492 | Time: 1434.17 ms [2022-02-04 00:58:32 main:574] : INFO : Epoch 1943 | loss: 0.0312455 | val_loss: 0.031247 | Time: 1487.44 ms [2022-02-04 00:58:34 main:574] : INFO : Epoch 1944 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 1474.18 ms [2022-02-04 00:58:35 main:574] : INFO : Epoch 1945 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 1468.57 ms [2022-02-04 00:58:37 main:574] : INFO : Epoch 1946 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 1464.97 ms [2022-02-04 00:58:38 main:574] : INFO : Epoch 1947 | loss: 0.0312463 | val_loss: 0.0312487 | Time: 1500.83 ms [2022-02-04 00:58:40 main:574] : INFO : Epoch 1948 | loss: 0.031246 | val_loss: 0.0312472 | Time: 1468.97 ms [2022-02-04 00:58:41 main:574] : INFO : Epoch 1949 | loss: 0.0312457 | val_loss: 0.0312476 | Time: 1477.41 ms [2022-02-04 00:58:43 main:574] : INFO : Epoch 1950 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 1489.52 ms [2022-02-04 00:58:44 main:574] : INFO : Epoch 1951 | loss: 0.0312455 | val_loss: 0.0312482 | Time: 1497.4 ms [2022-02-04 00:58:46 main:574] : INFO : Epoch 1952 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1459.02 ms [2022-02-04 00:58:47 main:574] : INFO : Epoch 1953 | loss: 0.0312461 | val_loss: 0.0312482 | Time: 1466.83 ms [2022-02-04 00:58:49 main:574] : INFO : Epoch 1954 | loss: 0.0312464 | val_loss: 0.0312494 | Time: 1479.49 ms [2022-02-04 00:58:50 main:574] : INFO : Epoch 1955 | loss: 0.0312471 | val_loss: 0.0312512 | Time: 1491.67 ms [2022-02-04 00:58:52 main:574] : INFO : Epoch 1956 | loss: 0.0312469 | val_loss: 0.031249 | Time: 1478.73 ms [2022-02-04 00:58:53 main:574] : INFO : Epoch 1957 | loss: 0.0312461 | val_loss: 0.0312474 | Time: 1478.13 ms [2022-02-04 00:58:55 main:574] : INFO : Epoch 1958 | loss: 0.0312455 | val_loss: 0.031247 | Time: 1494.06 ms [2022-02-04 00:58:56 main:574] : INFO : Epoch 1959 | loss: 0.0312452 | val_loss: 0.0312472 | Time: 1492.38 ms [2022-02-04 00:58:58 main:574] : INFO : Epoch 1960 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 1446.4 ms [2022-02-04 00:58:59 main:574] : INFO : Epoch 1961 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 1456.35 ms [2022-02-04 00:59:01 main:574] : INFO : Epoch 1962 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 1495.24 ms [2022-02-04 00:59:02 main:574] : INFO : Epoch 1963 | loss: 0.0312456 | val_loss: 0.0312478 | Time: 1510.08 ms [2022-02-04 00:59:04 main:574] : INFO : Epoch 1964 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 1487.62 ms [2022-02-04 00:59:05 main:574] : INFO : Epoch 1965 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 1481.24 ms [2022-02-04 00:59:06 main:574] : INFO : Epoch 1966 | loss: 0.0312453 | val_loss: 0.0312485 | Time: 1481.65 ms [2022-02-04 00:59:08 main:574] : INFO : Epoch 1967 | loss: 0.0312456 | val_loss: 0.0312488 | Time: 1493.06 ms [2022-02-04 00:59:10 main:574] : INFO : Epoch 1968 | loss: 0.0312466 | val_loss: 0.031248 | Time: 1529.92 ms [2022-02-04 00:59:11 main:574] : INFO : Epoch 1969 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1519.34 ms [2022-02-04 00:59:13 main:574] : INFO : Epoch 1970 | loss: 0.031246 | val_loss: 0.0312472 | Time: 1509.2 ms [2022-02-04 00:59:14 main:574] : INFO : Epoch 1971 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 1481.5 ms [2022-02-04 00:59:16 main:574] : INFO : Epoch 1972 | loss: 0.0312459 | val_loss: 0.03125 | Time: 1459.01 ms [2022-02-04 00:59:17 main:574] : INFO : Epoch 1973 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 1468.11 ms [2022-02-04 00:59:18 main:574] : INFO : Epoch 1974 | loss: 0.0312455 | val_loss: 0.0312482 | Time: 1494.41 ms [2022-02-04 00:59:20 main:574] : INFO : Epoch 1975 | loss: 0.0312457 | val_loss: 0.0312476 | Time: 1488.51 ms [2022-02-04 00:59:21 main:574] : INFO : Epoch 1976 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1485.59 ms [2022-02-04 00:59:23 main:574] : INFO : Epoch 1977 | loss: 0.0312453 | val_loss: 0.0312472 | Time: 1493.41 ms [2022-02-04 00:59:24 main:574] : INFO : Epoch 1978 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1464.77 ms [2022-02-04 00:59:26 main:574] : INFO : Epoch 1979 | loss: 0.0312453 | val_loss: 0.0312474 | Time: 1475.03 ms [2022-02-04 00:59:27 main:574] : INFO : Epoch 1980 | loss: 0.0312452 | val_loss: 0.031247 | Time: 1520.12 ms [2022-02-04 00:59:29 main:574] : INFO : Epoch 1981 | loss: 0.0312458 | val_loss: 0.0312501 | Time: 1478.08 ms [2022-02-04 00:59:30 main:574] : INFO : Epoch 1982 | loss: 0.0312458 | val_loss: 0.0312479 | Time: 1514.71 ms [2022-02-04 00:59:32 main:574] : INFO : Epoch 1983 | loss: 0.0312455 | val_loss: 0.0312482 | Time: 1482.79 ms [2022-02-04 00:59:33 main:574] : INFO : Epoch 1984 | loss: 0.0312454 | val_loss: 0.0312476 | Time: 1502.77 ms [2022-02-04 00:59:35 main:574] : INFO : Epoch 1985 | loss: 0.0312454 | val_loss: 0.0312479 | Time: 1491.18 ms [2022-02-04 00:59:36 main:574] : INFO : Epoch 1986 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1501 ms [2022-02-04 00:59:38 main:574] : INFO : Epoch 1987 | loss: 0.0312459 | val_loss: 0.0312532 | Time: 1493.49 ms [2022-02-04 00:59:39 main:574] : INFO : Epoch 1988 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 1485.51 ms [2022-02-04 00:59:41 main:574] : INFO : Epoch 1989 | loss: 0.0312453 | val_loss: 0.0312481 | Time: 1506.08 ms [2022-02-04 00:59:42 main:574] : INFO : Epoch 1990 | loss: 0.031246 | val_loss: 0.031248 | Time: 1479.21 ms [2022-02-04 00:59:44 main:574] : INFO : Epoch 1991 | loss: 0.0312452 | val_loss: 0.0312473 | Time: 1492.89 ms [2022-02-04 00:59:45 main:574] : INFO : Epoch 1992 | loss: 0.0312453 | val_loss: 0.0312471 | Time: 1471.95 ms [2022-02-04 00:59:47 main:574] : INFO : Epoch 1993 | loss: 0.0312455 | val_loss: 0.0312478 | Time: 1504.69 ms [2022-02-04 00:59:48 main:574] : INFO : Epoch 1994 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1516.22 ms [2022-02-04 00:59:50 main:574] : INFO : Epoch 1995 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1481.86 ms [2022-02-04 00:59:51 main:574] : INFO : Epoch 1996 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 1500.57 ms [2022-02-04 00:59:53 main:574] : INFO : Epoch 1997 | loss: 0.0312464 | val_loss: 0.0312494 | Time: 1493.96 ms [2022-02-04 00:59:54 main:574] : INFO : Epoch 1998 | loss: 0.0312468 | val_loss: 0.0312479 | Time: 1495.68 ms [2022-02-04 00:59:56 main:574] : INFO : Epoch 1999 | loss: 0.031246 | val_loss: 0.0312484 | Time: 1488.93 ms [2022-02-04 00:59:57 main:574] : INFO : Epoch 2000 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1465.85 ms [2022-02-04 00:59:59 main:574] : INFO : Epoch 2001 | loss: 0.0312453 | val_loss: 0.031248 | Time: 1491.51 ms [2022-02-04 01:00:00 main:574] : INFO : Epoch 2002 | loss: 0.0312457 | val_loss: 0.0312479 | Time: 1495.28 ms [2022-02-04 01:00:02 main:574] : INFO : Epoch 2003 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 1482.12 ms [2022-02-04 01:00:03 main:574] : INFO : Epoch 2004 | loss: 0.0312462 | val_loss: 0.0312495 | Time: 1481.45 ms [2022-02-04 01:00:05 main:574] : INFO : Epoch 2005 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 1483.51 ms [2022-02-04 01:00:06 main:574] : INFO : Epoch 2006 | loss: 0.0312459 | val_loss: 0.0312487 | Time: 1489.8 ms [2022-02-04 01:00:08 main:574] : INFO : Epoch 2007 | loss: 0.0312453 | val_loss: 0.0312472 | Time: 1496.62 ms [2022-02-04 01:00:09 main:574] : INFO : Epoch 2008 | loss: 0.0312453 | val_loss: 0.0312483 | Time: 1480.82 ms [2022-02-04 01:00:11 main:574] : INFO : Epoch 2009 | loss: 0.0312455 | val_loss: 0.0312488 | Time: 1473.98 ms [2022-02-04 01:00:12 main:574] : INFO : Epoch 2010 | loss: 0.0312458 | val_loss: 0.0312506 | Time: 1492.93 ms [2022-02-04 01:00:14 main:574] : INFO : Epoch 2011 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 1476.49 ms [2022-02-04 01:00:15 main:574] : INFO : Epoch 2012 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 1470.88 ms [2022-02-04 01:00:17 main:574] : INFO : Epoch 2013 | loss: 0.031246 | val_loss: 0.0312472 | Time: 1489.29 ms [2022-02-04 01:00:18 main:574] : INFO : Epoch 2014 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 1498.45 ms [2022-02-04 01:00:20 main:574] : INFO : Epoch 2015 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 1488.29 ms [2022-02-04 01:00:21 main:574] : INFO : Epoch 2016 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 1477.71 ms [2022-02-04 01:00:23 main:574] : INFO : Epoch 2017 | loss: 0.0312453 | val_loss: 0.0312492 | Time: 1461.26 ms [2022-02-04 01:00:24 main:574] : INFO : Epoch 2018 | loss: 0.0312461 | val_loss: 0.0312484 | Time: 1461.78 ms [2022-02-04 01:00:26 main:574] : INFO : Epoch 2019 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 1470.89 ms [2022-02-04 01:00:27 main:574] : INFO : Epoch 2020 | loss: 0.0312457 | val_loss: 0.031248 | Time: 1487.58 ms [2022-02-04 01:00:29 main:574] : INFO : Epoch 2021 | loss: 0.0312453 | val_loss: 0.031248 | Time: 1470.7 ms [2022-02-04 01:00:30 main:574] : INFO : Epoch 2022 | loss: 0.0312457 | val_loss: 0.0312476 | Time: 1474.87 ms [2022-02-04 01:00:32 main:574] : INFO : Epoch 2023 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 1480.48 ms [2022-02-04 01:00:33 main:574] : INFO : Epoch 2024 | loss: 0.0312482 | val_loss: 0.0312599 | Time: 1457.45 ms [2022-02-04 01:00:35 main:574] : INFO : Epoch 2025 | loss: 0.0315284 | val_loss: 0.0313295 | Time: 1486.97 ms [2022-02-04 01:00:36 main:574] : INFO : Epoch 2026 | loss: 0.033312 | val_loss: 0.0363108 | Time: 1477.27 ms [2022-02-04 01:00:38 main:574] : INFO : Epoch 2027 | loss: 0.0326248 | val_loss: 0.0313918 | Time: 1496.35 ms [2022-02-04 01:00:39 main:574] : INFO : Epoch 2028 | loss: 0.0318411 | val_loss: 0.0313126 | Time: 1490.3 ms [2022-02-04 01:00:40 main:574] : INFO : Epoch 2029 | loss: 0.0313009 | val_loss: 0.0312639 | Time: 1440.7 ms [2022-02-04 01:00:42 main:574] : INFO : Epoch 2030 | loss: 0.0312551 | val_loss: 0.0312533 | Time: 1494.77 ms [2022-02-04 01:00:43 main:574] : INFO : Epoch 2031 | loss: 0.0312512 | val_loss: 0.031252 | Time: 1474.97 ms [2022-02-04 01:00:45 main:574] : INFO : Epoch 2032 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1489.75 ms [2022-02-04 01:00:46 main:574] : INFO : Epoch 2033 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 1468.81 ms [2022-02-04 01:00:48 main:574] : INFO : Epoch 2034 | loss: 0.0312466 | val_loss: 0.0312495 | Time: 1476.51 ms [2022-02-04 01:00:49 main:574] : INFO : Epoch 2035 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 1484.51 ms [2022-02-04 01:00:51 main:574] : INFO : Epoch 2036 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1489.76 ms [2022-02-04 01:00:52 main:574] : INFO : Epoch 2037 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1456.19 ms [2022-02-04 01:00:54 main:574] : INFO : Epoch 2038 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 1474.08 ms [2022-02-04 01:00:55 main:574] : INFO : Epoch 2039 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1502.75 ms [2022-02-04 01:00:57 main:574] : INFO : Epoch 2040 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 1491.71 ms [2022-02-04 01:00:58 main:574] : INFO : Epoch 2041 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 1491.98 ms [2022-02-04 01:01:00 main:574] : INFO : Epoch 2042 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1490.21 ms [2022-02-04 01:01:01 main:574] : INFO : Epoch 2043 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 1463.49 ms [2022-02-04 01:01:03 main:574] : INFO : Epoch 2044 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 1453.89 ms [2022-02-04 01:01:04 main:574] : INFO : Epoch 2045 | loss: 0.0312453 | val_loss: 0.0312471 | Time: 1482.21 ms [2022-02-04 01:01:06 main:574] : INFO : Epoch 2046 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 1484.66 ms [2022-02-04 01:01:07 main:574] : INFO : Epoch 2047 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1501.29 ms [2022-02-04 01:01:09 main:574] : INFO : Epoch 2048 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1502.27 ms [2022-02-04 01:01:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312473 [2022-02-04 01:01:09 main:603] : INFO : Saving end state to config to file [2022-02-04 01:01:09 main:608] : INFO : Success, exiting.. 01:01:09 (9796): 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)