Task 7537856
| Name | ParityModified-1631731940-26974-1_0 |
| Workunit | 5199357 |
| Created | 23 Sep 2021, 0:18:51 UTC |
| Sent | 27 Sep 2021, 8:55:03 UTC |
| Report deadline | 4 Oct 2021, 8:55:03 UTC |
| Received | 27 Sep 2021, 23:43:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 17 sec |
| CPU time | 54 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 1617.32 ms [2021-09-27 18:29:18 main:574] : INFO : Epoch 1543 | loss: 0.0312453 | val_loss: 0.031246 | Time: 1616.41 ms [2021-09-27 18:29:20 main:574] : INFO : Epoch 1544 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1589.41 ms [2021-09-27 18:29:22 main:574] : INFO : Epoch 1545 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 1606.19 ms [2021-09-27 18:29:23 main:574] : INFO : Epoch 1546 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1592.05 ms [2021-09-27 18:29:25 main:574] : INFO : Epoch 1547 | loss: 0.031245 | val_loss: 0.0312467 | Time: 1610.42 ms [2021-09-27 18:29:26 main:574] : INFO : Epoch 1548 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1615.07 ms [2021-09-27 18:29:28 main:574] : INFO : Epoch 1549 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 1597.52 ms [2021-09-27 18:29:30 main:574] : INFO : Epoch 1550 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1578.7 ms [2021-09-27 18:29:31 main:574] : INFO : Epoch 1551 | loss: 0.031245 | val_loss: 0.0312456 | Time: 1594.88 ms [2021-09-27 18:29:33 main:574] : INFO : Epoch 1552 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1584.33 ms [2021-09-27 18:29:34 main:574] : INFO : Epoch 1553 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 1571.14 ms [2021-09-27 18:29:36 main:574] : INFO : Epoch 1554 | loss: 0.0312459 | val_loss: 0.0312478 | Time: 1603.67 ms [2021-09-27 18:29:38 main:574] : INFO : Epoch 1555 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 1604.56 ms [2021-09-27 18:29:39 main:574] : INFO : Epoch 1556 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 1582.16 ms [2021-09-27 18:29:41 main:574] : INFO : Epoch 1557 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 1573.59 ms [2021-09-27 18:29:42 main:574] : INFO : Epoch 1558 | loss: 0.031245 | val_loss: 0.0312464 | Time: 1586.6 ms [2021-09-27 18:29:44 main:574] : INFO : Epoch 1559 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 1591.62 ms [2021-09-27 18:29:45 main:574] : INFO : Epoch 1560 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 1574.28 ms [2021-09-27 18:29:47 main:574] : INFO : Epoch 1561 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1602.54 ms [2021-09-27 18:29:49 main:574] : INFO : Epoch 1562 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 1592.07 ms [2021-09-27 18:29:50 main:574] : INFO : Epoch 1563 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 1560.29 ms [2021-09-27 18:29:52 main:574] : INFO : Epoch 1564 | loss: 0.031246 | val_loss: 0.0312454 | Time: 1584.63 ms [2021-09-27 18:29:53 main:574] : INFO : Epoch 1565 | loss: 0.0312464 | val_loss: 0.0312501 | Time: 1618.22 ms [2021-09-27 18:29:55 main:574] : INFO : Epoch 1566 | loss: 0.0312483 | val_loss: 0.0312464 | Time: 1570.84 ms [2021-09-27 18:29:57 main:574] : INFO : Epoch 1567 | loss: 0.0312517 | val_loss: 0.0312908 | Time: 1564.97 ms [2021-09-27 18:29:58 main:574] : INFO : Epoch 1568 | loss: 0.0346242 | val_loss: 0.0342415 | Time: 1592.71 ms [2021-09-27 18:30:00 main:574] : INFO : Epoch 1569 | loss: 0.0321301 | val_loss: 0.0315114 | Time: 1585.16 ms [2021-09-27 18:30:01 main:574] : INFO : Epoch 1570 | loss: 0.0313682 | val_loss: 0.0312689 | Time: 1592.19 ms [2021-09-27 18:30:03 main:574] : INFO : Epoch 1571 | loss: 0.0312679 | val_loss: 0.0312545 | Time: 1602.19 ms [2021-09-27 18:30:05 main:574] : INFO : Epoch 1572 | loss: 0.0312503 | val_loss: 0.0312475 | Time: 1627.24 ms [2021-09-27 18:30:06 main:574] : INFO : Epoch 1573 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 1600.11 ms [2021-09-27 18:30:08 main:574] : INFO : Epoch 1574 | loss: 0.0312468 | val_loss: 0.031246 | Time: 1600.69 ms [2021-09-27 18:30:09 main:574] : INFO : Epoch 1575 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1590.49 ms [2021-09-27 18:30:11 main:574] : INFO : Epoch 1576 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1605.27 ms [2021-09-27 18:30:13 main:574] : INFO : Epoch 1577 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 1576.96 ms [2021-09-27 18:30:14 main:574] : INFO : Epoch 1578 | loss: 0.031245 | val_loss: 0.0312455 | Time: 1598.07 ms [2021-09-27 18:30:16 main:574] : INFO : Epoch 1579 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 1607.48 ms [2021-09-27 18:30:17 main:574] : INFO : Epoch 1580 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 1581.1 ms [2021-09-27 18:30:19 main:574] : INFO : Epoch 1581 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1616.24 ms [2021-09-27 18:30:21 main:574] : INFO : Epoch 1582 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1577.99 ms [2021-09-27 18:30:22 main:574] : INFO : Epoch 1583 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 1584.68 ms [2021-09-27 18:30:24 main:574] : INFO : Epoch 1584 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1576.51 ms [2021-09-27 18:30:25 main:574] : INFO : Epoch 1585 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 1584.57 ms [2021-09-27 18:30:27 main:574] : INFO : Epoch 1586 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1593.65 ms [2021-09-27 18:30:29 main:574] : INFO : Epoch 1587 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 1593.98 ms [2021-09-27 18:30:30 main:574] : INFO : Epoch 1588 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 1586.55 ms [2021-09-27 18:30:32 main:574] : INFO : Epoch 1589 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 1603.88 ms [2021-09-27 18:30:33 main:574] : INFO : Epoch 1590 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1621.22 ms [2021-09-27 18:30:35 main:574] : INFO : Epoch 1591 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 1610.3 ms [2021-09-27 18:30:37 main:574] : INFO : Epoch 1592 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 1581.98 ms [2021-09-27 18:30:38 main:574] : INFO : Epoch 1593 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1579.84 ms [2021-09-27 18:30:40 main:574] : INFO : Epoch 1594 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 1582.52 ms [2021-09-27 18:30:41 main:574] : INFO : Epoch 1595 | loss: 0.031245 | val_loss: 0.0312459 | Time: 1618 ms [2021-09-27 18:30:43 main:574] : INFO : Epoch 1596 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 1591.23 ms [2021-09-27 18:30:45 main:574] : INFO : Epoch 1597 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1610.85 ms [2021-09-27 18:30:46 main:574] : INFO : Epoch 1598 | loss: 0.0312448 | val_loss: 0.0312455 | Time: 1608.75 ms [2021-09-27 18:30:48 main:574] : INFO : Epoch 1599 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1594.34 ms [2021-09-27 18:30:50 main:574] : INFO : Epoch 1600 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1596.88 ms [2021-09-27 18:30:51 main:574] : INFO : Epoch 1601 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 1590.25 ms [2021-09-27 18:30:53 main:574] : INFO : Epoch 1602 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1595.88 ms [2021-09-27 18:30:54 main:574] : INFO : Epoch 1603 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 1610.54 ms [2021-09-27 18:30:56 main:574] : INFO : Epoch 1604 | loss: 0.0312449 | val_loss: 0.0312459 | Time: 1594.7 ms [2021-09-27 18:30:58 main:574] : INFO : Epoch 1605 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 1583.42 ms [2021-09-27 18:30:59 main:574] : INFO : Epoch 1606 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 1588.23 ms [2021-09-27 18:31:01 main:574] : INFO : Epoch 1607 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1597.01 ms [2021-09-27 18:31:02 main:574] : INFO : Epoch 1608 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 1606.1 ms [2021-09-27 18:31:04 main:574] : INFO : Epoch 1609 | loss: 0.031245 | val_loss: 0.0312458 | Time: 1629.77 ms [2021-09-27 18:31:06 main:574] : INFO : Epoch 1610 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1599.34 ms [2021-09-27 18:31:07 main:574] : INFO : Epoch 1611 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 1596.4 ms [2021-09-27 18:31:09 main:574] : INFO : Epoch 1612 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 1580.09 ms [2021-09-27 18:31:10 main:574] : INFO : Epoch 1613 | loss: 0.031245 | val_loss: 0.0312463 | Time: 1612.35 ms [2021-09-27 18:31:12 main:574] : INFO : Epoch 1614 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 1587.14 ms [2021-09-27 18:31:14 main:574] : INFO : Epoch 1615 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 1599.03 ms [2021-09-27 18:31:15 main:574] : INFO : Epoch 1616 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 1593.04 ms [2021-09-27 18:31:17 main:574] : INFO : Epoch 1617 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 1588.34 ms [2021-09-27 18:31:18 main:574] : INFO : Epoch 1618 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 1600 ms [2021-09-27 18:31:20 main:574] : INFO : Epoch 1619 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1590.09 ms [2021-09-27 18:31:22 main:574] : INFO : Epoch 1620 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 1613.04 ms [2021-09-27 18:31:23 main:574] : INFO : Epoch 1621 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 1616.8 ms [2021-09-27 18:31:25 main:574] : INFO : Epoch 1622 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1604.07 ms [2021-09-27 18:31:26 main:574] : INFO : Epoch 1623 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 1597.56 ms [2021-09-27 18:31:28 main:574] : INFO : Epoch 1624 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 1592.25 ms [2021-09-27 18:31:30 main:574] : INFO : Epoch 1625 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 1595.02 ms [2021-09-27 18:31:31 main:574] : INFO : Epoch 1626 | loss: 0.0312451 | val_loss: 0.031247 | Time: 1609.16 ms [2021-09-27 18:31:33 main:574] : INFO : Epoch 1627 | loss: 0.031247 | val_loss: 0.0312461 | Time: 1609.49 ms [2021-09-27 18:31:34 main:574] : INFO : Epoch 1628 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1591.43 ms [2021-09-27 18:31:36 main:574] : INFO : Epoch 1629 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 1576.26 ms [2021-09-27 18:31:38 main:574] : INFO : Epoch 1630 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1595.21 ms [2021-09-27 18:31:39 main:574] : INFO : Epoch 1631 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 1610.16 ms [2021-09-27 18:31:41 main:574] : INFO : Epoch 1632 | loss: 0.031245 | val_loss: 0.0312458 | Time: 1630.38 ms [2021-09-27 18:31:43 main:574] : INFO : Epoch 1633 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 1606.2 ms [2021-09-27 18:31:44 main:574] : INFO : Epoch 1634 | loss: 0.0312452 | val_loss: 0.0312463 | Time: 1576.56 ms [2021-09-27 18:31:46 main:574] : INFO : Epoch 1635 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 1579.76 ms [2021-09-27 18:31:47 main:574] : INFO : Epoch 1636 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 1590.32 ms [2021-09-27 18:31:49 main:574] : INFO : Epoch 1637 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 1636.34 ms [2021-09-27 18:31:51 main:574] : INFO : Epoch 1638 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1602.73 ms [2021-09-27 18:31:52 main:574] : INFO : Epoch 1639 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 1582.41 ms [2021-09-27 18:31:54 main:574] : INFO : Epoch 1640 | loss: 0.0312448 | val_loss: 0.0312455 | Time: 1572.93 ms [2021-09-27 18:31:55 main:574] : INFO : Epoch 1641 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1614.16 ms [2021-09-27 18:31:57 main:574] : INFO : Epoch 1642 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 1558.79 ms [2021-09-27 18:31:58 main:574] : INFO : Epoch 1643 | loss: 0.0312458 | val_loss: 0.0312474 | Time: 1565.96 ms [2021-09-27 18:32:00 main:574] : INFO : Epoch 1644 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 1596.3 ms [2021-09-27 18:32:02 main:574] : INFO : Epoch 1645 | loss: 0.0312451 | val_loss: 0.031246 | Time: 1565.92 ms [2021-09-27 18:32:03 main:574] : INFO : Epoch 1646 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 1602.62 ms [2021-09-27 18:32:05 main:574] : INFO : Epoch 1647 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1628.94 ms [2021-09-27 18:32:06 main:574] : INFO : Epoch 1648 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 1574.46 ms [2021-09-27 18:32:08 main:574] : INFO : Epoch 1649 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1614.33 ms [2021-09-27 18:32:10 main:574] : INFO : Epoch 1650 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1598.44 ms [2021-09-27 18:32:11 main:574] : INFO : Epoch 1651 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 1588.16 ms [2021-09-27 18:32:13 main:574] : INFO : Epoch 1652 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 1615.92 ms [2021-09-27 18:32:15 main:574] : INFO : Epoch 1653 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 1603.72 ms [2021-09-27 18:32:16 main:574] : INFO : Epoch 1654 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1584.12 ms [2021-09-27 18:32:18 main:574] : INFO : Epoch 1655 | loss: 0.0312451 | val_loss: 0.031246 | Time: 1578.28 ms [2021-09-27 18:32:19 main:574] : INFO : Epoch 1656 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1576.29 ms [2021-09-27 18:32:21 main:574] : INFO : Epoch 1657 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1617.58 ms [2021-09-27 18:32:22 main:574] : INFO : Epoch 1658 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 1562.38 ms [2021-09-27 18:32:24 main:574] : INFO : Epoch 1659 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 1603.22 ms [2021-09-27 18:32:26 main:574] : INFO : Epoch 1660 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1599.73 ms [2021-09-27 18:32:27 main:574] : INFO : Epoch 1661 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 1612.15 ms [2021-09-27 18:32:29 main:574] : INFO : Epoch 1662 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1586.27 ms [2021-09-27 18:32:31 main:574] : INFO : Epoch 1663 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 1755.38 ms [2021-09-27 18:32:32 main:574] : INFO : Epoch 1664 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 1645.73 ms [2021-09-27 18:32:34 main:574] : INFO : Epoch 1665 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1606.43 ms [2021-09-27 18:32:36 main:574] : INFO : Epoch 1666 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 1630.42 ms [2021-09-27 18:32:37 main:574] : INFO : Epoch 1667 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 1607.67 ms [2021-09-27 18:32:39 main:574] : INFO : Epoch 1668 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 1605.01 ms [2021-09-27 18:32:40 main:574] : INFO : Epoch 1669 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 1621.01 ms [2021-09-27 18:32:42 main:574] : INFO : Epoch 1670 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 1646.88 ms [2021-09-27 18:32:44 main:574] : INFO : Epoch 1671 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 1643.06 ms [2021-09-27 18:32:45 main:574] : INFO : Epoch 1672 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 1647.55 ms [2021-09-27 18:32:47 main:574] : INFO : Epoch 1673 | loss: 0.0312451 | val_loss: 0.0312465 | Time: 1642.36 ms [2021-09-27 18:32:49 main:574] : INFO : Epoch 1674 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 1614.99 ms [2021-09-27 18:32:50 main:574] : INFO : Epoch 1675 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1617.88 ms [2021-09-27 18:32:52 main:574] : INFO : Epoch 1676 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 1620.89 ms [2021-09-27 18:32:54 main:574] : INFO : Epoch 1677 | loss: 0.031245 | val_loss: 0.0312481 | Time: 1712 ms [2021-09-27 18:32:55 main:574] : INFO : Epoch 1678 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1797.83 ms [2021-09-27 18:32:57 main:574] : INFO : Epoch 1679 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 1709.75 ms [2021-09-27 18:32:59 main:574] : INFO : Epoch 1680 | loss: 0.0312455 | val_loss: 0.031246 | Time: 1694.12 ms [2021-09-27 18:33:00 main:574] : INFO : Epoch 1681 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 1637.99 ms [2021-09-27 18:33:02 main:574] : INFO : Epoch 1682 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 1692.73 ms [2021-09-27 18:33:04 main:574] : INFO : Epoch 1683 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 1640.46 ms [2021-09-27 18:33:06 main:574] : INFO : Epoch 1684 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1853.58 ms [2021-09-27 18:33:07 main:574] : INFO : Epoch 1685 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1625.49 ms [2021-09-27 18:33:09 main:574] : INFO : Epoch 1686 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1645.54 ms [2021-09-27 18:33:11 main:574] : INFO : Epoch 1687 | loss: 0.0312452 | val_loss: 0.0312462 | Time: 1640.99 ms [2021-09-27 18:33:12 main:574] : INFO : Epoch 1688 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1623.09 ms [2021-09-27 18:33:14 main:574] : INFO : Epoch 1689 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 1635.24 ms [2021-09-27 18:33:16 main:574] : INFO : Epoch 1690 | loss: 0.0312465 | val_loss: 0.031246 | Time: 1652.13 ms [2021-09-27 18:33:17 main:574] : INFO : Epoch 1691 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 1649.45 ms [2021-09-27 18:33:19 main:574] : INFO : Epoch 1692 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1625.38 ms [2021-09-27 18:33:20 main:574] : INFO : Epoch 1693 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 1642.98 ms [2021-09-27 18:33:22 main:574] : INFO : Epoch 1694 | loss: 0.0312452 | val_loss: 0.0312464 | Time: 1659.78 ms [2021-09-27 18:33:24 main:574] : INFO : Epoch 1695 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 1619.38 ms [2021-09-27 18:33:25 main:574] : INFO : Epoch 1696 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 1603.04 ms [2021-09-27 18:33:27 main:574] : INFO : Epoch 1697 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1576.69 ms [2021-09-27 18:33:29 main:574] : INFO : Epoch 1698 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 1565.54 ms [2021-09-27 18:33:30 main:574] : INFO : Epoch 1699 | loss: 0.0312454 | val_loss: 0.0312483 | Time: 1597.31 ms [2021-09-27 18:33:32 main:574] : INFO : Epoch 1700 | loss: 0.0312459 | val_loss: 0.0312474 | Time: 1534.4 ms [2021-09-27 18:33:33 main:574] : INFO : Epoch 1701 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 1575.06 ms [2021-09-27 18:33:35 main:574] : INFO : Epoch 1702 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1561.91 ms [2021-09-27 18:33:36 main:574] : INFO : Epoch 1703 | loss: 0.0312457 | val_loss: 0.0312499 | Time: 1610.02 ms [2021-09-27 18:33:38 main:574] : INFO : Epoch 1704 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1583.37 ms [2021-09-27 18:33:40 main:574] : INFO : Epoch 1705 | loss: 0.031245 | val_loss: 0.0312456 | Time: 1597.21 ms [2021-09-27 18:33:41 main:574] : INFO : Epoch 1706 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1601.16 ms [2021-09-27 18:33:43 main:574] : INFO : Epoch 1707 | loss: 0.0312452 | val_loss: 0.0312467 | Time: 1593.38 ms [2021-09-27 18:33:44 main:574] : INFO : Epoch 1708 | loss: 0.0312453 | val_loss: 0.0312468 | Time: 1578.18 ms [2021-09-27 18:33:46 main:574] : INFO : Epoch 1709 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1579.27 ms [2021-09-27 18:33:48 main:574] : INFO : Epoch 1710 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 1603.3 ms [2021-09-27 18:33:49 main:574] : INFO : Epoch 1711 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1548 ms [2021-09-27 18:33:51 main:574] : INFO : Epoch 1712 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 1598.74 ms [2021-09-27 18:33:52 main:574] : INFO : Epoch 1713 | loss: 0.0312449 | val_loss: 0.0312461 | Time: 1576.39 ms [2021-09-27 18:33:54 main:574] : INFO : Epoch 1714 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 1566.48 ms [2021-09-27 18:33:55 main:574] : INFO : Epoch 1715 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 1528.59 ms [2021-09-27 18:33:57 main:574] : INFO : Epoch 1716 | loss: 0.0312456 | val_loss: 0.0312486 | Time: 1583.03 ms [2021-09-27 18:33:59 main:574] : INFO : Epoch 1717 | loss: 0.031246 | val_loss: 0.0312455 | Time: 1563.66 ms [2021-09-27 18:34:00 main:574] : INFO : Epoch 1718 | loss: 0.0312452 | val_loss: 0.0312473 | Time: 1580.81 ms [2021-09-27 18:34:02 main:574] : INFO : Epoch 1719 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1554.42 ms [2021-09-27 18:34:03 main:574] : INFO : Epoch 1720 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1575.26 ms [2021-09-27 18:34:05 main:574] : INFO : Epoch 1721 | loss: 0.0312458 | val_loss: 0.0312486 | Time: 1561.53 ms [2021-09-27 18:34:07 main:574] : INFO : Epoch 1722 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1557.71 ms [2021-09-27 18:34:08 main:574] : INFO : Epoch 1723 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 1580.68 ms [2021-09-27 18:34:10 main:574] : INFO : Epoch 1724 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 1567.38 ms [2021-09-27 18:34:11 main:574] : INFO : Epoch 1725 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 1608.71 ms [2021-09-27 18:34:13 main:574] : INFO : Epoch 1726 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 1553.56 ms [2021-09-27 18:34:14 main:574] : INFO : Epoch 1727 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 1584.29 ms [2021-09-27 18:34:16 main:574] : INFO : Epoch 1728 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1586.1 ms [2021-09-27 18:34:18 main:574] : INFO : Epoch 1729 | loss: 0.0312455 | val_loss: 0.0312468 | Time: 1624.95 ms [2021-09-27 18:34:19 main:574] : INFO : Epoch 1730 | loss: 0.0312455 | val_loss: 0.031246 | Time: 1584.46 ms [2021-09-27 18:34:21 main:574] : INFO : Epoch 1731 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1566.67 ms [2021-09-27 18:34:22 main:574] : INFO : Epoch 1732 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 1568.03 ms [2021-09-27 18:34:24 main:574] : INFO : Epoch 1733 | loss: 0.0312458 | val_loss: 0.0312474 | Time: 1570.62 ms [2021-09-27 18:34:26 main:574] : INFO : Epoch 1734 | loss: 0.0312459 | val_loss: 0.0312481 | Time: 1576.29 ms [2021-09-27 18:34:27 main:574] : INFO : Epoch 1735 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 1591.78 ms [2021-09-27 18:34:29 main:574] : INFO : Epoch 1736 | loss: 0.0312454 | val_loss: 0.0312475 | Time: 1559.2 ms [2021-09-27 18:34:30 main:574] : INFO : Epoch 1737 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 1574.83 ms [2021-09-27 18:34:32 main:574] : INFO : Epoch 1738 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1588.63 ms [2021-09-27 18:34:34 main:574] : INFO : Epoch 1739 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1616.54 ms [2021-09-27 18:34:35 main:574] : INFO : Epoch 1740 | loss: 0.0312458 | val_loss: 0.0312497 | Time: 1908.44 ms [2021-09-27 18:34:37 main:574] : INFO : Epoch 1741 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 1756.67 ms [2021-09-27 18:34:39 main:574] : INFO : Epoch 1742 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 1684.83 ms [2021-09-27 18:34:41 main:574] : INFO : Epoch 1743 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 1606.44 ms [2021-09-27 18:34:42 main:574] : INFO : Epoch 1744 | loss: 0.031245 | val_loss: 0.0312466 | Time: 1567.27 ms [2021-09-27 18:34:44 main:574] : INFO : Epoch 1745 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 1595.31 ms [2021-09-27 18:34:45 main:574] : INFO : Epoch 1746 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1581.01 ms [2021-09-27 18:34:47 main:574] : INFO : Epoch 1747 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1588.88 ms [2021-09-27 18:34:49 main:574] : INFO : Epoch 1748 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 1620.76 ms [2021-09-27 18:34:50 main:574] : INFO : Epoch 1749 | loss: 0.031245 | val_loss: 0.031246 | Time: 1669.24 ms [2021-09-27 18:34:52 main:574] : INFO : Epoch 1750 | loss: 0.0312451 | val_loss: 0.0312461 | Time: 1696.48 ms [2021-09-27 18:34:54 main:574] : INFO : Epoch 1751 | loss: 0.031245 | val_loss: 0.0312456 | Time: 1636.13 ms [2021-09-27 18:34:55 main:574] : INFO : Epoch 1752 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1629.87 ms [2021-09-27 18:34:57 main:574] : INFO : Epoch 1753 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1630.44 ms [2021-09-27 18:34:58 main:574] : INFO : Epoch 1754 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1653.2 ms [2021-09-27 18:35:00 main:574] : INFO : Epoch 1755 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1624.88 ms [2021-09-27 18:35:02 main:574] : INFO : Epoch 1756 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 1630.41 ms [2021-09-27 18:35:03 main:574] : INFO : Epoch 1757 | loss: 0.0312464 | val_loss: 0.0312497 | Time: 1632.48 ms [2021-09-27 18:35:05 main:574] : INFO : Epoch 1758 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 1657.35 ms [2021-09-27 18:35:07 main:574] : INFO : Epoch 1759 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 1629.5 ms [2021-09-27 18:35:08 main:574] : INFO : Epoch 1760 | loss: 0.0312457 | val_loss: 0.031246 | Time: 1622.42 ms [2021-09-27 18:35:10 main:574] : INFO : Epoch 1761 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 1645.85 ms [2021-09-27 18:35:12 main:574] : INFO : Epoch 1762 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1650.19 ms [2021-09-27 18:35:13 main:574] : INFO : Epoch 1763 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1648.14 ms [2021-09-27 18:35:15 main:574] : INFO : Epoch 1764 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 1647.71 ms [2021-09-27 18:35:17 main:574] : INFO : Epoch 1765 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 1672.52 ms [2021-09-27 18:35:18 main:574] : INFO : Epoch 1766 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1667.2 ms [2021-09-27 18:35:20 main:574] : INFO : Epoch 1767 | loss: 0.031245 | val_loss: 0.0312461 | Time: 1633.05 ms [2021-09-27 18:35:22 main:574] : INFO : Epoch 1768 | loss: 0.0312452 | val_loss: 0.0312488 | Time: 1635.41 ms [2021-09-27 18:35:23 main:574] : INFO : Epoch 1769 | loss: 0.031246 | val_loss: 0.0312469 | Time: 1656.58 ms [2021-09-27 18:35:25 main:574] : INFO : Epoch 1770 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 1666.03 ms [2021-09-27 18:35:27 main:574] : INFO : Epoch 1771 | loss: 0.0312451 | val_loss: 0.0312464 | Time: 1662.86 ms [2021-09-27 18:35:28 main:574] : INFO : Epoch 1772 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 1662.13 ms [2021-09-27 18:35:30 main:574] : INFO : Epoch 1773 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1677.3 ms [2021-09-27 18:35:32 main:574] : INFO : Epoch 1774 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 1658.82 ms [2021-09-27 18:35:33 main:574] : INFO : Epoch 1775 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 1655.21 ms [2021-09-27 18:35:35 main:574] : INFO : Epoch 1776 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1678.09 ms [2021-09-27 18:35:37 main:574] : INFO : Epoch 1777 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 1703.42 ms [2021-09-27 18:35:38 main:574] : INFO : Epoch 1778 | loss: 0.0312473 | val_loss: 0.0312454 | Time: 1673.28 ms [2021-09-27 18:35:40 main:574] : INFO : Epoch 1779 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 1676.41 ms [2021-09-27 18:35:42 main:574] : INFO : Epoch 1780 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1690.67 ms [2021-09-27 18:35:43 main:574] : INFO : Epoch 1781 | loss: 0.031245 | val_loss: 0.0312462 | Time: 1654.25 ms [2021-09-27 18:35:45 main:574] : INFO : Epoch 1782 | loss: 0.0312458 | val_loss: 0.0312497 | Time: 1644.74 ms [2021-09-27 18:35:47 main:574] : INFO : Epoch 1783 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 1673.03 ms [2021-09-27 18:35:48 main:574] : INFO : Epoch 1784 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1655.06 ms [2021-09-27 18:35:50 main:574] : INFO : Epoch 1785 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 1598.09 ms [2021-09-27 18:35:52 main:574] : INFO : Epoch 1786 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1647.43 ms [2021-09-27 18:35:53 main:574] : INFO : Epoch 1787 | loss: 0.0312455 | val_loss: 0.031247 | Time: 1623.69 ms [2021-09-27 18:35:55 main:574] : INFO : Epoch 1788 | loss: 0.0312473 | val_loss: 0.031249 | Time: 1647.01 ms [2021-09-27 18:35:57 main:574] : INFO : Epoch 1789 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1643.07 ms [2021-09-27 18:35:58 main:574] : INFO : Epoch 1790 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1653.54 ms [2021-09-27 18:36:00 main:574] : INFO : Epoch 1791 | loss: 0.0312456 | val_loss: 0.0312479 | Time: 1648.22 ms [2021-09-27 18:36:02 main:574] : INFO : Epoch 1792 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1633.41 ms [2021-09-27 18:36:03 main:574] : INFO : Epoch 1793 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1639.39 ms [2021-09-27 18:36:05 main:574] : INFO : Epoch 1794 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1628.96 ms [2021-09-27 18:36:06 main:574] : INFO : Epoch 1795 | loss: 0.0312455 | val_loss: 0.0312517 | Time: 1633.7 ms [2021-09-27 18:36:08 main:574] : INFO : Epoch 1796 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 1621.39 ms [2021-09-27 18:36:10 main:574] : INFO : Epoch 1797 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 1644.37 ms [2021-09-27 18:36:11 main:574] : INFO : Epoch 1798 | loss: 0.0312451 | val_loss: 0.0312476 | Time: 1661.86 ms [2021-09-27 18:36:13 main:574] : INFO : Epoch 1799 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1670.98 ms [2021-09-27 18:36:15 main:574] : INFO : Epoch 1800 | loss: 0.0312455 | val_loss: 0.0312498 | Time: 1645.28 ms [2021-09-27 18:36:16 main:574] : INFO : Epoch 1801 | loss: 0.031247 | val_loss: 0.0312469 | Time: 1669.55 ms [2021-09-27 18:36:18 main:574] : INFO : Epoch 1802 | loss: 0.0312465 | val_loss: 0.031246 | Time: 1640.57 ms [2021-09-27 18:36:20 main:574] : INFO : Epoch 1803 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 1650.45 ms [2021-09-27 18:36:21 main:574] : INFO : Epoch 1804 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1657.28 ms [2021-09-27 18:36:23 main:574] : INFO : Epoch 1805 | loss: 0.0312458 | val_loss: 0.0312494 | Time: 1658.4 ms [2021-09-27 18:36:25 main:574] : INFO : Epoch 1806 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1675.57 ms [2021-09-27 18:36:26 main:574] : INFO : Epoch 1807 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 1664.89 ms [2021-09-27 18:36:28 main:574] : INFO : Epoch 1808 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 1673.17 ms [2021-09-27 18:36:30 main:574] : INFO : Epoch 1809 | loss: 0.0312451 | val_loss: 0.0312476 | Time: 1660.79 ms [2021-09-27 18:36:31 main:574] : INFO : Epoch 1810 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 1626.5 ms [2021-09-27 18:36:33 main:574] : INFO : Epoch 1811 | loss: 0.031245 | val_loss: 0.0312469 | Time: 1617.63 ms [2021-09-27 18:36:35 main:574] : INFO : Epoch 1812 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 1665.1 ms [2021-09-27 18:36:36 main:574] : INFO : Epoch 1813 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1668.38 ms [2021-09-27 18:36:38 main:574] : INFO : Epoch 1814 | loss: 0.031245 | val_loss: 0.0312461 | Time: 1674 ms [2021-09-27 18:36:40 main:574] : INFO : Epoch 1815 | loss: 0.0312466 | val_loss: 0.031246 | Time: 1670.22 ms [2021-09-27 18:36:41 main:574] : INFO : Epoch 1816 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 1654.4 ms [2021-09-27 18:36:43 main:574] : INFO : Epoch 1817 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1653.81 ms [2021-09-27 18:36:45 main:574] : INFO : Epoch 1818 | loss: 0.031246 | val_loss: 0.0312467 | Time: 1597.27 ms [2021-09-27 18:36:46 main:574] : INFO : Epoch 1819 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 1682.54 ms [2021-09-27 18:36:48 main:574] : INFO : Epoch 1820 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 1633.24 ms [2021-09-27 18:36:50 main:574] : INFO : Epoch 1821 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 1555.79 ms [2021-09-27 18:36:51 main:574] : INFO : Epoch 1822 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1590.67 ms [2021-09-27 18:36:53 main:574] : INFO : Epoch 1823 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1585.13 ms [2021-09-27 18:36:54 main:574] : INFO : Epoch 1824 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 1576.32 ms [2021-09-27 18:36:56 main:574] : INFO : Epoch 1825 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1562.31 ms [2021-09-27 18:36:57 main:574] : INFO : Epoch 1826 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 1563.17 ms [2021-09-27 18:36:59 main:574] : INFO : Epoch 1827 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 1544.2 ms [2021-09-27 18:37:01 main:574] : INFO : Epoch 1828 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1588.3 ms [2021-09-27 18:37:02 main:574] : INFO : Epoch 1829 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1615.5 ms [2021-09-27 18:37:04 main:574] : INFO : Epoch 1830 | loss: 0.0312452 | val_loss: 0.031246 | Time: 1569.09 ms [2021-09-27 18:37:05 main:574] : INFO : Epoch 1831 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1578.78 ms [2021-09-27 18:37:07 main:574] : INFO : Epoch 1832 | loss: 0.031246 | val_loss: 0.031246 | Time: 1588.27 ms [2021-09-27 18:37:09 main:574] : INFO : Epoch 1833 | loss: 0.0312456 | val_loss: 0.0312484 | Time: 1561.51 ms [2021-09-27 18:37:10 main:574] : INFO : Epoch 1834 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 1566.18 ms [2021-09-27 18:37:12 main:574] : INFO : Epoch 1835 | loss: 0.031245 | val_loss: 0.0312461 | Time: 1594.9 ms [2021-09-27 18:37:13 main:574] : INFO : Epoch 1836 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1622.57 ms [2021-09-27 18:37:15 main:574] : INFO : Epoch 1837 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 1605.52 ms [2021-09-27 18:37:17 main:574] : INFO : Epoch 1838 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1595.1 ms [2021-09-27 18:37:18 main:574] : INFO : Epoch 1839 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1560.52 ms [2021-09-27 18:37:20 main:574] : INFO : Epoch 1840 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1589.09 ms [2021-09-27 18:37:21 main:574] : INFO : Epoch 1841 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 1588.1 ms [2021-09-27 18:37:23 main:574] : INFO : Epoch 1842 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 1559.79 ms [2021-09-27 18:37:25 main:574] : INFO : Epoch 1843 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1662.45 ms [2021-09-27 18:37:26 main:574] : INFO : Epoch 1844 | loss: 0.031245 | val_loss: 0.0312463 | Time: 1658.43 ms [2021-09-27 18:37:28 main:574] : INFO : Epoch 1845 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1594.54 ms [2021-09-27 18:37:29 main:574] : INFO : Epoch 1846 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 1595.8 ms [2021-09-27 18:37:31 main:574] : INFO : Epoch 1847 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1568.69 ms [2021-09-27 18:37:33 main:574] : INFO : Epoch 1848 | loss: 0.031245 | val_loss: 0.0312458 | Time: 1556.85 ms [2021-09-27 18:37:34 main:574] : INFO : Epoch 1849 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1594.94 ms [2021-09-27 18:37:36 main:574] : INFO : Epoch 1850 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 1585.64 ms [2021-09-27 18:37:37 main:574] : INFO : Epoch 1851 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1572.23 ms [2021-09-27 18:37:39 main:574] : INFO : Epoch 1852 | loss: 0.031249 | val_loss: 0.0312468 | Time: 1570.1 ms [2021-09-27 18:37:40 main:574] : INFO : Epoch 1853 | loss: 0.0312469 | val_loss: 0.0312488 | Time: 1566.43 ms [2021-09-27 18:37:42 main:574] : INFO : Epoch 1854 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 1610.28 ms [2021-09-27 18:37:44 main:574] : INFO : Epoch 1855 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 1643.88 ms [2021-09-27 18:37:45 main:574] : INFO : Epoch 1856 | loss: 0.0312451 | val_loss: 0.031246 | Time: 1660.77 ms [2021-09-27 18:37:47 main:574] : INFO : Epoch 1857 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 1675.58 ms [2021-09-27 18:37:49 main:574] : INFO : Epoch 1858 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 1633.96 ms [2021-09-27 18:37:50 main:574] : INFO : Epoch 1859 | loss: 0.0312477 | val_loss: 0.0312516 | Time: 1637.33 ms [2021-09-27 18:37:52 main:574] : INFO : Epoch 1860 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1587.49 ms [2021-09-27 18:37:54 main:574] : INFO : Epoch 1861 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1636.43 ms [2021-09-27 18:37:55 main:574] : INFO : Epoch 1862 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 1654.08 ms [2021-09-27 18:37:57 main:574] : INFO : Epoch 1863 | loss: 0.0312453 | val_loss: 0.0312467 | Time: 1642.26 ms [2021-09-27 18:37:59 main:574] : INFO : Epoch 1864 | loss: 0.0312455 | val_loss: 0.0312461 | Time: 1625.64 ms [2021-09-27 18:38:00 main:574] : INFO : Epoch 1865 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1636.63 ms [2021-09-27 18:38:02 main:574] : INFO : Epoch 1866 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1636.85 ms [2021-09-27 18:38:04 main:574] : INFO : Epoch 1867 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 1624.64 ms [2021-09-27 18:38:05 main:574] : INFO : Epoch 1868 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 1615.05 ms [2021-09-27 18:38:07 main:574] : INFO : Epoch 1869 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 1622.03 ms [2021-09-27 18:38:08 main:574] : INFO : Epoch 1870 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 1606.37 ms [2021-09-27 18:38:10 main:574] : INFO : Epoch 1871 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 1644.8 ms [2021-09-27 18:38:12 main:574] : INFO : Epoch 1872 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1649.03 ms [2021-09-27 18:38:13 main:574] : INFO : Epoch 1873 | loss: 0.031245 | val_loss: 0.0312458 | Time: 1629.46 ms [2021-09-27 18:38:15 main:574] : INFO : Epoch 1874 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1613.87 ms [2021-09-27 18:38:17 main:574] : INFO : Epoch 1875 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1630.04 ms [2021-09-27 18:38:18 main:574] : INFO : Epoch 1876 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1639.18 ms [2021-09-27 18:38:20 main:574] : INFO : Epoch 1877 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 1624.3 ms [2021-09-27 18:38:21 main:574] : INFO : Epoch 1878 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 1632.07 ms [2021-09-27 18:38:23 main:574] : INFO : Epoch 1879 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 1610.15 ms [2021-09-27 18:38:25 main:574] : INFO : Epoch 1880 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 1646.27 ms [2021-09-27 18:38:26 main:574] : INFO : Epoch 1881 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 1611.68 ms [2021-09-27 18:38:28 main:574] : INFO : Epoch 1882 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 1627.44 ms [2021-09-27 18:38:30 main:574] : INFO : Epoch 1883 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 1610.94 ms [2021-09-27 18:38:31 main:574] : INFO : Epoch 1884 | loss: 0.0312454 | val_loss: 0.031246 | Time: 1633.38 ms [2021-09-27 18:38:33 main:574] : INFO : Epoch 1885 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 1616.49 ms [2021-09-27 18:38:35 main:574] : INFO : Epoch 1886 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 1633.65 ms [2021-09-27 18:38:36 main:574] : INFO : Epoch 1887 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 1609.58 ms [2021-09-27 18:38:38 main:574] : INFO : Epoch 1888 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 1635.21 ms [2021-09-27 18:38:39 main:574] : INFO : Epoch 1889 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1617.85 ms [2021-09-27 18:38:41 main:574] : INFO : Epoch 1890 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1622.62 ms [2021-09-27 18:38:43 main:574] : INFO : Epoch 1891 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1651.35 ms [2021-09-27 18:38:44 main:574] : INFO : Epoch 1892 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 1624.74 ms [2021-09-27 18:38:46 main:574] : INFO : Epoch 1893 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1621.3 ms [2021-09-27 18:38:48 main:574] : INFO : Epoch 1894 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1648.44 ms [2021-09-27 18:38:49 main:574] : INFO : Epoch 1895 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1620.36 ms [2021-09-27 18:38:51 main:574] : INFO : Epoch 1896 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 1629.61 ms [2021-09-27 18:38:53 main:574] : INFO : Epoch 1897 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 1608.64 ms [2021-09-27 18:38:54 main:574] : INFO : Epoch 1898 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1639.78 ms [2021-09-27 18:38:56 main:574] : INFO : Epoch 1899 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1636.72 ms [2021-09-27 18:38:57 main:574] : INFO : Epoch 1900 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1645.52 ms [2021-09-27 18:38:59 main:574] : INFO : Epoch 1901 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 1629.89 ms [2021-09-27 18:39:01 main:574] : INFO : Epoch 1902 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1642.18 ms [2021-09-27 18:39:02 main:574] : INFO : Epoch 1903 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 1626.16 ms [2021-09-27 18:39:04 main:574] : INFO : Epoch 1904 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1629.25 ms [2021-09-27 18:39:06 main:574] : INFO : Epoch 1905 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1628.62 ms [2021-09-27 18:39:07 main:574] : INFO : Epoch 1906 | loss: 0.031246 | val_loss: 0.0312454 | Time: 1622.02 ms [2021-09-27 18:39:09 main:574] : INFO : Epoch 1907 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 1633.37 ms [2021-09-27 18:39:11 main:574] : INFO : Epoch 1908 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 1660.55 ms [2021-09-27 18:39:12 main:574] : INFO : Epoch 1909 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 1637.46 ms [2021-09-27 18:39:14 main:574] : INFO : Epoch 1910 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 1644.3 ms [2021-09-27 18:39:16 main:574] : INFO : Epoch 1911 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 1646.02 ms [2021-09-27 18:39:17 main:574] : INFO : Epoch 1912 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 1663.43 ms [2021-09-27 18:39:19 main:574] : INFO : Epoch 1913 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 1654.83 ms [2021-09-27 18:39:20 main:574] : INFO : Epoch 1914 | loss: 0.0312452 | val_loss: 0.031248 | Time: 1631.55 ms [2021-09-27 18:39:22 main:574] : INFO : Epoch 1915 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1621.06 ms [2021-09-27 18:39:24 main:574] : INFO : Epoch 1916 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 1608.13 ms [2021-09-27 18:39:25 main:574] : INFO : Epoch 1917 | loss: 0.0312453 | val_loss: 0.031246 | Time: 1639.94 ms [2021-09-27 18:39:27 main:574] : INFO : Epoch 1918 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1622.52 ms [2021-09-27 18:39:29 main:574] : INFO : Epoch 1919 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1627.23 ms [2021-09-27 18:39:30 main:574] : INFO : Epoch 1920 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 1634.18 ms [2021-09-27 18:39:32 main:574] : INFO : Epoch 1921 | loss: 0.0312456 | val_loss: 0.0312478 | Time: 1650.85 ms [2021-09-27 18:39:34 main:574] : INFO : Epoch 1922 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1647.23 ms [2021-09-27 18:39:35 main:574] : INFO : Epoch 1923 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1642.91 ms [2021-09-27 18:39:37 main:574] : INFO : Epoch 1924 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1614.14 ms [2021-09-27 18:39:38 main:574] : INFO : Epoch 1925 | loss: 0.0312449 | val_loss: 0.0312461 | Time: 1627.08 ms [2021-09-27 18:39:40 main:574] : INFO : Epoch 1926 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 1641.53 ms [2021-09-27 18:39:42 main:574] : INFO : Epoch 1927 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 1628.81 ms [2021-09-27 18:39:43 main:574] : INFO : Epoch 1928 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 1619.26 ms [2021-09-27 18:39:45 main:574] : INFO : Epoch 1929 | loss: 0.031246 | val_loss: 0.0312457 | Time: 1635.15 ms [2021-09-27 18:39:47 main:574] : INFO : Epoch 1930 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 1640.81 ms [2021-09-27 18:39:48 main:574] : INFO : Epoch 1931 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 1617.24 ms [2021-09-27 18:39:50 main:574] : INFO : Epoch 1932 | loss: 0.0312465 | val_loss: 0.0312485 | Time: 1634.62 ms [2021-09-27 18:39:52 main:574] : INFO : Epoch 1933 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1637.87 ms [2021-09-27 18:39:53 main:574] : INFO : Epoch 1934 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 1653.03 ms [2021-09-27 18:39:55 main:574] : INFO : Epoch 1935 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 1627.08 ms [2021-09-27 18:39:57 main:574] : INFO : Epoch 1936 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1625.41 ms [2021-09-27 18:39:58 main:574] : INFO : Epoch 1937 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1593.03 ms [2021-09-27 18:40:00 main:574] : INFO : Epoch 1938 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 1623.36 ms [2021-09-27 18:40:01 main:574] : INFO : Epoch 1939 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1660.98 ms [2021-09-27 18:40:03 main:574] : INFO : Epoch 1940 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 1621.81 ms [2021-09-27 18:40:05 main:574] : INFO : Epoch 1941 | loss: 0.0312451 | val_loss: 0.0312459 | Time: 1644.01 ms [2021-09-27 18:40:06 main:574] : INFO : Epoch 1942 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 1639.35 ms [2021-09-27 18:40:08 main:574] : INFO : Epoch 1943 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1666.51 ms [2021-09-27 18:40:10 main:574] : INFO : Epoch 1944 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 1647.7 ms [2021-09-27 18:40:11 main:574] : INFO : Epoch 1945 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 1656.13 ms [2021-09-27 18:40:13 main:574] : INFO : Epoch 1946 | loss: 0.0312463 | val_loss: 0.0312495 | Time: 1680.47 ms [2021-09-27 18:40:15 main:574] : INFO : Epoch 1947 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 1681.03 ms [2021-09-27 18:40:16 main:574] : INFO : Epoch 1948 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 1667 ms [2021-09-27 18:40:18 main:574] : INFO : Epoch 1949 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1668.64 ms [2021-09-27 18:40:20 main:574] : INFO : Epoch 1950 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 1623.42 ms [2021-09-27 18:40:21 main:574] : INFO : Epoch 1951 | loss: 0.0312453 | val_loss: 0.0312465 | Time: 1610.63 ms [2021-09-27 18:40:23 main:574] : INFO : Epoch 1952 | loss: 0.0312453 | val_loss: 0.031246 | Time: 1643.29 ms [2021-09-27 18:40:25 main:574] : INFO : Epoch 1953 | loss: 0.031245 | val_loss: 0.031246 | Time: 1672.44 ms [2021-09-27 18:40:26 main:574] : INFO : Epoch 1954 | loss: 0.0312457 | val_loss: 0.0312475 | Time: 1612.77 ms [2021-09-27 18:40:28 main:574] : INFO : Epoch 1955 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 1646.92 ms [2021-09-27 18:40:30 main:574] : INFO : Epoch 1956 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1691.06 ms [2021-09-27 18:40:31 main:574] : INFO : Epoch 1957 | loss: 0.0312454 | val_loss: 0.031246 | Time: 1648.08 ms [2021-09-27 18:40:33 main:574] : INFO : Epoch 1958 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1663.18 ms [2021-09-27 18:40:35 main:574] : INFO : Epoch 1959 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 1643.49 ms [2021-09-27 18:40:36 main:574] : INFO : Epoch 1960 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 1642.64 ms [2021-09-27 18:40:38 main:574] : INFO : Epoch 1961 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 1624.55 ms [2021-09-27 18:40:40 main:574] : INFO : Epoch 1962 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 1631.15 ms [2021-09-27 18:40:41 main:574] : INFO : Epoch 1963 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1599.94 ms [2021-09-27 18:40:43 main:574] : INFO : Epoch 1964 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1625.57 ms [2021-09-27 18:40:44 main:574] : INFO : Epoch 1965 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 1630.25 ms [2021-09-27 18:40:46 main:574] : INFO : Epoch 1966 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 1626.39 ms [2021-09-27 18:40:48 main:574] : INFO : Epoch 1967 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 1611 ms [2021-09-27 18:40:49 main:574] : INFO : Epoch 1968 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 1635.78 ms [2021-09-27 18:40:51 main:574] : INFO : Epoch 1969 | loss: 0.0312452 | val_loss: 0.031247 | Time: 1661.03 ms [2021-09-27 18:40:53 main:574] : INFO : Epoch 1970 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1639.94 ms [2021-09-27 18:40:54 main:574] : INFO : Epoch 1971 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 1611.89 ms [2021-09-27 18:40:56 main:574] : INFO : Epoch 1972 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 1621.24 ms [2021-09-27 18:40:57 main:574] : INFO : Epoch 1973 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 1639.68 ms [2021-09-27 18:41:00 main:574] : INFO : Epoch 1974 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 2183.69 ms [2021-09-27 18:41:01 main:574] : INFO : Epoch 1975 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1744.77 ms [2021-09-27 18:41:03 main:574] : INFO : Epoch 1976 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1770.94 ms [2021-09-27 18:41:05 main:574] : INFO : Epoch 1977 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1646.25 ms [2021-09-27 18:41:07 main:574] : INFO : Epoch 1978 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1661.47 ms [2021-09-27 18:41:08 main:574] : INFO : Epoch 1979 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1634.15 ms [2021-09-27 18:41:10 main:574] : INFO : Epoch 1980 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 1645.29 ms [2021-09-27 18:41:11 main:574] : INFO : Epoch 1981 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1645.07 ms [2021-09-27 18:41:13 main:574] : INFO : Epoch 1982 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 1656.37 ms [2021-09-27 18:41:15 main:574] : INFO : Epoch 1983 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1911.97 ms [2021-09-27 18:41:17 main:574] : INFO : Epoch 1984 | loss: 0.0312462 | val_loss: 0.0312478 | Time: 1840.22 ms [2021-09-27 18:41:19 main:574] : INFO : Epoch 1985 | loss: 0.0312452 | val_loss: 0.0312467 | Time: 1654.56 ms [2021-09-27 18:41:20 main:574] : INFO : Epoch 1986 | loss: 0.0312459 | val_loss: 0.0312502 | Time: 1627.35 ms [2021-09-27 18:41:22 main:574] : INFO : Epoch 1987 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1649.45 ms [2021-09-27 18:41:24 main:574] : INFO : Epoch 1988 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1644.71 ms [2021-09-27 18:41:25 main:574] : INFO : Epoch 1989 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1636.7 ms [2021-09-27 18:41:27 main:574] : INFO : Epoch 1990 | loss: 0.0312451 | val_loss: 0.0312482 | Time: 1672.26 ms [2021-09-27 18:41:28 main:574] : INFO : Epoch 1991 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1645.94 ms [2021-09-27 18:41:30 main:574] : INFO : Epoch 1992 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 1642.48 ms [2021-09-27 18:41:32 main:574] : INFO : Epoch 1993 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1621.33 ms [2021-09-27 18:41:33 main:574] : INFO : Epoch 1994 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 1647.44 ms [2021-09-27 18:41:35 main:574] : INFO : Epoch 1995 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 1829.71 ms [2021-09-27 18:41:37 main:574] : INFO : Epoch 1996 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 1835.6 ms [2021-09-27 18:41:39 main:574] : INFO : Epoch 1997 | loss: 0.0312457 | val_loss: 0.031246 | Time: 1682.78 ms [2021-09-27 18:41:40 main:574] : INFO : Epoch 1998 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 1637.46 ms [2021-09-27 18:41:42 main:574] : INFO : Epoch 1999 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 1638.87 ms [2021-09-27 18:41:44 main:574] : INFO : Epoch 2000 | loss: 0.031246 | val_loss: 0.0312487 | Time: 1665.83 ms [2021-09-27 18:41:45 main:574] : INFO : Epoch 2001 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 1640.88 ms [2021-09-27 18:41:47 main:574] : INFO : Epoch 2002 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1634.5 ms [2021-09-27 18:41:49 main:574] : INFO : Epoch 2003 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 1627.16 ms [2021-09-27 18:41:50 main:574] : INFO : Epoch 2004 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 1658.28 ms [2021-09-27 18:41:52 main:574] : INFO : Epoch 2005 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 1645.6 ms [2021-09-27 18:41:54 main:574] : INFO : Epoch 2006 | loss: 0.0312455 | val_loss: 0.0312479 | Time: 1611.86 ms [2021-09-27 18:41:55 main:574] : INFO : Epoch 2007 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 1655.84 ms [2021-09-27 18:41:57 main:574] : INFO : Epoch 2008 | loss: 0.0312453 | val_loss: 0.0312467 | Time: 1952.68 ms [2021-09-27 18:41:59 main:574] : INFO : Epoch 2009 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 1849.45 ms [2021-09-27 18:42:01 main:574] : INFO : Epoch 2010 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1937.87 ms [2021-09-27 18:42:03 main:574] : INFO : Epoch 2011 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 1645.02 ms [2021-09-27 18:42:04 main:574] : INFO : Epoch 2012 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1648.2 ms [2021-09-27 18:42:06 main:574] : INFO : Epoch 2013 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 1641.95 ms [2021-09-27 18:42:08 main:574] : INFO : Epoch 2014 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 1634.64 ms [2021-09-27 18:42:09 main:574] : INFO : Epoch 2015 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 1649.59 ms [2021-09-27 18:42:11 main:574] : INFO : Epoch 2016 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1596.45 ms [2021-09-27 18:42:13 main:574] : INFO : Epoch 2017 | loss: 0.0312451 | val_loss: 0.0312459 | Time: 1680.65 ms [2021-09-27 18:42:14 main:574] : INFO : Epoch 2018 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 1783.84 ms [2021-09-27 18:42:16 main:574] : INFO : Epoch 2019 | loss: 0.0312452 | val_loss: 0.0312468 | Time: 1731.1 ms [2021-09-27 18:42:18 main:574] : INFO : Epoch 2020 | loss: 0.031246 | val_loss: 0.0312462 | Time: 1623.15 ms [2021-09-27 18:42:19 main:574] : INFO : Epoch 2021 | loss: 0.031246 | val_loss: 0.0312454 | Time: 1644.92 ms [2021-09-27 18:42:21 main:574] : INFO : Epoch 2022 | loss: 0.0312461 | val_loss: 0.0312498 | Time: 1635.32 ms [2021-09-27 18:42:23 main:574] : INFO : Epoch 2023 | loss: 0.031246 | val_loss: 0.0312457 | Time: 1647.52 ms [2021-09-27 18:42:24 main:574] : INFO : Epoch 2024 | loss: 0.0312453 | val_loss: 0.031246 | Time: 1671.37 ms [2021-09-27 18:42:26 main:574] : INFO : Epoch 2025 | loss: 0.0312451 | val_loss: 0.031248 | Time: 1682.07 ms [2021-09-27 18:42:28 main:574] : INFO : Epoch 2026 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 1741.35 ms [2021-09-27 18:42:30 main:574] : INFO : Epoch 2027 | loss: 0.0312456 | val_loss: 0.031247 | Time: 1852.81 ms [2021-09-27 18:42:31 main:574] : INFO : Epoch 2028 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 1635.5 ms [2021-09-27 18:42:33 main:574] : INFO : Epoch 2029 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1635.23 ms [2021-09-27 18:42:35 main:574] : INFO : Epoch 2030 | loss: 0.0312453 | val_loss: 0.0312465 | Time: 1626.19 ms [2021-09-27 18:42:36 main:574] : INFO : Epoch 2031 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 1651.77 ms [2021-09-27 18:42:38 main:574] : INFO : Epoch 2032 | loss: 0.0312454 | val_loss: 0.0312468 | Time: 1657.9 ms [2021-09-27 18:42:40 main:574] : INFO : Epoch 2033 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 1629.06 ms [2021-09-27 18:42:41 main:574] : INFO : Epoch 2034 | loss: 0.031245 | val_loss: 0.0312463 | Time: 1650.56 ms [2021-09-27 18:42:43 main:574] : INFO : Epoch 2035 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 1636.92 ms [2021-09-27 18:42:45 main:574] : INFO : Epoch 2036 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1633.74 ms [2021-09-27 18:42:46 main:574] : INFO : Epoch 2037 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1657.95 ms [2021-09-27 18:42:48 main:574] : INFO : Epoch 2038 | loss: 0.0312451 | val_loss: 0.0312451 | Time: 1651.52 ms [2021-09-27 18:42:49 main:574] : INFO : Epoch 2039 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 1629.38 ms [2021-09-27 18:42:51 main:574] : INFO : Epoch 2040 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 1674.14 ms [2021-09-27 18:42:53 main:574] : INFO : Epoch 2041 | loss: 0.0312451 | val_loss: 0.0312461 | Time: 1641.84 ms [2021-09-27 18:42:54 main:574] : INFO : Epoch 2042 | loss: 0.031245 | val_loss: 0.0312455 | Time: 1638.86 ms [2021-09-27 18:42:56 main:574] : INFO : Epoch 2043 | loss: 0.0312453 | val_loss: 0.0312473 | Time: 1619.76 ms [2021-09-27 18:42:58 main:574] : INFO : Epoch 2044 | loss: 0.031246 | val_loss: 0.0312455 | Time: 1617.06 ms [2021-09-27 18:42:59 main:574] : INFO : Epoch 2045 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1647.72 ms [2021-09-27 18:43:01 main:574] : INFO : Epoch 2046 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 1639.67 ms [2021-09-27 18:43:03 main:574] : INFO : Epoch 2047 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1616.28 ms [2021-09-27 18:43:04 main:574] : INFO : Epoch 2048 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1642.37 ms [2021-09-27 18:43:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312455 [2021-09-27 18:43:04 main:603] : INFO : Saving end state to config to file [2021-09-27 18:43:04 main:608] : INFO : Success, exiting.. 18:43:04 (2844): 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)