Task 5250866
| Name | ParityModified-1619583713-15995-2_1 |
| Workunit | 3118319 |
| Created | 29 May 2021, 12:32:34 UTC |
| Sent | 29 May 2021, 14:03:55 UTC |
| Report deadline | 5 Jun 2021, 14:03:55 UTC |
| Received | 30 May 2021, 4:55:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 55 sec |
| CPU time | 55 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -30 00:41:22 main:581] : INFO : Epoch 1538 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 1642.29 ms [2021-05-30 00:41:24 main:581] : INFO : Epoch 1539 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1645.96 ms [2021-05-30 00:41:26 main:581] : INFO : Epoch 1540 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 1640.45 ms [2021-05-30 00:41:27 main:581] : INFO : Epoch 1541 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 1641.29 ms [2021-05-30 00:41:29 main:581] : INFO : Epoch 1542 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1639.44 ms [2021-05-30 00:41:31 main:581] : INFO : Epoch 1543 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 1640.55 ms [2021-05-30 00:41:32 main:581] : INFO : Epoch 1544 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 1647.9 ms [2021-05-30 00:41:34 main:581] : INFO : Epoch 1545 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 1638.23 ms [2021-05-30 00:41:35 main:581] : INFO : Epoch 1546 | loss: 0.031247 | val_loss: 0.0312485 | Time: 1643.52 ms [2021-05-30 00:41:37 main:581] : INFO : Epoch 1547 | loss: 0.0312475 | val_loss: 0.0312455 | Time: 1641.68 ms [2021-05-30 00:41:39 main:581] : INFO : Epoch 1548 | loss: 0.0312464 | val_loss: 0.0312493 | Time: 1641.03 ms [2021-05-30 00:41:40 main:581] : INFO : Epoch 1549 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1644.54 ms [2021-05-30 00:41:42 main:581] : INFO : Epoch 1550 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 1642.29 ms [2021-05-30 00:41:44 main:581] : INFO : Epoch 1551 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 1644.24 ms [2021-05-30 00:41:45 main:581] : INFO : Epoch 1552 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1637.74 ms [2021-05-30 00:41:47 main:581] : INFO : Epoch 1553 | loss: 0.0312464 | val_loss: 0.0312445 | Time: 1639.08 ms [2021-05-30 00:41:49 main:581] : INFO : Epoch 1554 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 1645.08 ms [2021-05-30 00:41:50 main:581] : INFO : Epoch 1555 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 1645.26 ms [2021-05-30 00:41:52 main:581] : INFO : Epoch 1556 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1648.24 ms [2021-05-30 00:41:54 main:581] : INFO : Epoch 1557 | loss: 0.0312484 | val_loss: 0.031245 | Time: 1647.48 ms [2021-05-30 00:41:55 main:581] : INFO : Epoch 1558 | loss: 0.0312475 | val_loss: 0.0312449 | Time: 1645.44 ms [2021-05-30 00:41:57 main:581] : INFO : Epoch 1559 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 1642.53 ms [2021-05-30 00:41:58 main:581] : INFO : Epoch 1560 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1640.91 ms [2021-05-30 00:42:00 main:581] : INFO : Epoch 1561 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 1652.9 ms [2021-05-30 00:42:02 main:581] : INFO : Epoch 1562 | loss: 0.0312478 | val_loss: 0.0312463 | Time: 1636.81 ms [2021-05-30 00:42:03 main:581] : INFO : Epoch 1563 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 1643.65 ms [2021-05-30 00:42:05 main:581] : INFO : Epoch 1564 | loss: 0.0312483 | val_loss: 0.0312467 | Time: 1641.1 ms [2021-05-30 00:42:07 main:581] : INFO : Epoch 1565 | loss: 0.0312493 | val_loss: 0.0312462 | Time: 1645.26 ms [2021-05-30 00:42:08 main:581] : INFO : Epoch 1566 | loss: 0.0312473 | val_loss: 0.0312452 | Time: 1644.46 ms [2021-05-30 00:42:10 main:581] : INFO : Epoch 1567 | loss: 0.031246 | val_loss: 0.031245 | Time: 1647.13 ms [2021-05-30 00:42:12 main:581] : INFO : Epoch 1568 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1638.36 ms [2021-05-30 00:42:13 main:581] : INFO : Epoch 1569 | loss: 0.031247 | val_loss: 0.0312488 | Time: 1642.37 ms [2021-05-30 00:42:15 main:581] : INFO : Epoch 1570 | loss: 0.0312467 | val_loss: 0.0312445 | Time: 1643.28 ms [2021-05-30 00:42:17 main:581] : INFO : Epoch 1571 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1642.91 ms [2021-05-30 00:42:18 main:581] : INFO : Epoch 1572 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 1643.1 ms [2021-05-30 00:42:20 main:581] : INFO : Epoch 1573 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 1644.94 ms [2021-05-30 00:42:21 main:581] : INFO : Epoch 1574 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 1646.74 ms [2021-05-30 00:42:23 main:581] : INFO : Epoch 1575 | loss: 0.0312477 | val_loss: 0.0312453 | Time: 1638.69 ms [2021-05-30 00:42:25 main:581] : INFO : Epoch 1576 | loss: 0.0312475 | val_loss: 0.0312455 | Time: 1639.72 ms [2021-05-30 00:42:26 main:581] : INFO : Epoch 1577 | loss: 0.0312489 | val_loss: 0.0312471 | Time: 1645.27 ms [2021-05-30 00:42:28 main:581] : INFO : Epoch 1578 | loss: 0.031247 | val_loss: 0.0312474 | Time: 1644.23 ms [2021-05-30 00:42:30 main:581] : INFO : Epoch 1579 | loss: 0.0312471 | val_loss: 0.0312451 | Time: 1645.18 ms [2021-05-30 00:42:31 main:581] : INFO : Epoch 1580 | loss: 0.031247 | val_loss: 0.0312463 | Time: 1644.08 ms [2021-05-30 00:42:33 main:581] : INFO : Epoch 1581 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 1643.34 ms [2021-05-30 00:42:35 main:581] : INFO : Epoch 1582 | loss: 0.031249 | val_loss: 0.0312537 | Time: 1639.6 ms [2021-05-30 00:42:36 main:581] : INFO : Epoch 1583 | loss: 0.0312504 | val_loss: 0.0312465 | Time: 1640.64 ms [2021-05-30 00:42:38 main:581] : INFO : Epoch 1584 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 1643.38 ms [2021-05-30 00:42:40 main:581] : INFO : Epoch 1585 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 1637.33 ms [2021-05-30 00:42:41 main:581] : INFO : Epoch 1586 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1643.43 ms [2021-05-30 00:42:43 main:581] : INFO : Epoch 1587 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 1642.98 ms [2021-05-30 00:42:44 main:581] : INFO : Epoch 1588 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1642.7 ms [2021-05-30 00:42:46 main:581] : INFO : Epoch 1589 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 1643.2 ms [2021-05-30 00:42:48 main:581] : INFO : Epoch 1590 | loss: 0.0312475 | val_loss: 0.0312454 | Time: 1643.21 ms [2021-05-30 00:42:49 main:581] : INFO : Epoch 1591 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 1646.39 ms [2021-05-30 00:42:51 main:581] : INFO : Epoch 1592 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1647.17 ms [2021-05-30 00:42:53 main:581] : INFO : Epoch 1593 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 1648.93 ms [2021-05-30 00:42:54 main:581] : INFO : Epoch 1594 | loss: 0.0312489 | val_loss: 0.0312526 | Time: 1638.68 ms [2021-05-30 00:42:56 main:581] : INFO : Epoch 1595 | loss: 0.0312504 | val_loss: 0.0312491 | Time: 1641.16 ms [2021-05-30 00:42:58 main:581] : INFO : Epoch 1596 | loss: 0.0312478 | val_loss: 0.0312458 | Time: 1641.14 ms [2021-05-30 00:42:59 main:581] : INFO : Epoch 1597 | loss: 0.0312466 | val_loss: 0.0312445 | Time: 1641.96 ms [2021-05-30 00:43:01 main:581] : INFO : Epoch 1598 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1655.58 ms [2021-05-30 00:43:03 main:581] : INFO : Epoch 1599 | loss: 0.0312449 | val_loss: 0.0312482 | Time: 1643.33 ms [2021-05-30 00:43:04 main:581] : INFO : Epoch 1600 | loss: 0.0312483 | val_loss: 0.0312461 | Time: 1641.8 ms [2021-05-30 00:43:06 main:581] : INFO : Epoch 1601 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 1644.3 ms [2021-05-30 00:43:07 main:581] : INFO : Epoch 1602 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 1644.77 ms [2021-05-30 00:43:09 main:581] : INFO : Epoch 1603 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 1643.06 ms [2021-05-30 00:43:11 main:581] : INFO : Epoch 1604 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 1644.53 ms [2021-05-30 00:43:12 main:581] : INFO : Epoch 1605 | loss: 0.0312487 | val_loss: 0.0312459 | Time: 1644.41 ms [2021-05-30 00:43:14 main:581] : INFO : Epoch 1606 | loss: 0.0312477 | val_loss: 0.0312501 | Time: 1642.25 ms [2021-05-30 00:43:16 main:581] : INFO : Epoch 1607 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1647.65 ms [2021-05-30 00:43:17 main:581] : INFO : Epoch 1608 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 1642.95 ms [2021-05-30 00:43:19 main:581] : INFO : Epoch 1609 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 1645.53 ms [2021-05-30 00:43:21 main:581] : INFO : Epoch 1610 | loss: 0.0312472 | val_loss: 0.031245 | Time: 1643.23 ms [2021-05-30 00:43:22 main:581] : INFO : Epoch 1611 | loss: 0.031247 | val_loss: 0.0312467 | Time: 1643.16 ms [2021-05-30 00:43:24 main:581] : INFO : Epoch 1612 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 1642.03 ms [2021-05-30 00:43:26 main:581] : INFO : Epoch 1613 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1641.84 ms [2021-05-30 00:43:27 main:581] : INFO : Epoch 1614 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 1645.64 ms [2021-05-30 00:43:29 main:581] : INFO : Epoch 1615 | loss: 0.0312477 | val_loss: 0.0312451 | Time: 1643.25 ms [2021-05-30 00:43:31 main:581] : INFO : Epoch 1616 | loss: 0.0312469 | val_loss: 0.03125 | Time: 1648.16 ms [2021-05-30 00:43:32 main:581] : INFO : Epoch 1617 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1646.63 ms [2021-05-30 00:43:34 main:581] : INFO : Epoch 1618 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 1644.01 ms [2021-05-30 00:43:35 main:581] : INFO : Epoch 1619 | loss: 0.0312458 | val_loss: 0.0312494 | Time: 1645.3 ms [2021-05-30 00:43:37 main:581] : INFO : Epoch 1620 | loss: 0.0312509 | val_loss: 0.0312489 | Time: 1647.51 ms [2021-05-30 00:43:39 main:581] : INFO : Epoch 1621 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1644.2 ms [2021-05-30 00:43:40 main:581] : INFO : Epoch 1622 | loss: 0.0312466 | val_loss: 0.0312479 | Time: 1639.02 ms [2021-05-30 00:43:42 main:581] : INFO : Epoch 1623 | loss: 0.031249 | val_loss: 0.0312514 | Time: 1643.11 ms [2021-05-30 00:43:44 main:581] : INFO : Epoch 1624 | loss: 0.0312477 | val_loss: 0.0312453 | Time: 1639.91 ms [2021-05-30 00:43:45 main:581] : INFO : Epoch 1625 | loss: 0.0312469 | val_loss: 0.0312448 | Time: 1643.78 ms [2021-05-30 00:43:47 main:581] : INFO : Epoch 1626 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 1647.68 ms [2021-05-30 00:43:49 main:581] : INFO : Epoch 1627 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 1645.17 ms [2021-05-30 00:43:50 main:581] : INFO : Epoch 1628 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 1644.97 ms [2021-05-30 00:43:52 main:581] : INFO : Epoch 1629 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 1643.06 ms [2021-05-30 00:43:54 main:581] : INFO : Epoch 1630 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1649.26 ms [2021-05-30 00:43:55 main:581] : INFO : Epoch 1631 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 1646.14 ms [2021-05-30 00:43:57 main:581] : INFO : Epoch 1632 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 1642.97 ms [2021-05-30 00:43:58 main:581] : INFO : Epoch 1633 | loss: 0.0312469 | val_loss: 0.0312448 | Time: 1644.02 ms [2021-05-30 00:44:00 main:581] : INFO : Epoch 1634 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 1651.34 ms [2021-05-30 00:44:02 main:581] : INFO : Epoch 1635 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 1645.77 ms [2021-05-30 00:44:03 main:581] : INFO : Epoch 1636 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 1642.2 ms [2021-05-30 00:44:05 main:581] : INFO : Epoch 1637 | loss: 0.0312457 | val_loss: 0.031245 | Time: 1643.86 ms [2021-05-30 00:44:07 main:581] : INFO : Epoch 1638 | loss: 0.0312455 | val_loss: 0.0312442 | Time: 1643.36 ms [2021-05-30 00:44:08 main:581] : INFO : Epoch 1639 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 1645.24 ms [2021-05-30 00:44:10 main:581] : INFO : Epoch 1640 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1643.34 ms [2021-05-30 00:44:12 main:581] : INFO : Epoch 1641 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1646.25 ms [2021-05-30 00:44:13 main:581] : INFO : Epoch 1642 | loss: 0.0312474 | val_loss: 0.0312449 | Time: 1647.69 ms [2021-05-30 00:44:15 main:581] : INFO : Epoch 1643 | loss: 0.031246 | val_loss: 0.0312444 | Time: 1642.39 ms [2021-05-30 00:44:17 main:581] : INFO : Epoch 1644 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 1645.26 ms [2021-05-30 00:44:18 main:581] : INFO : Epoch 1645 | loss: 0.0312458 | val_loss: 0.0312486 | Time: 1640.41 ms [2021-05-30 00:44:20 main:581] : INFO : Epoch 1646 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 1647.8 ms [2021-05-30 00:44:22 main:581] : INFO : Epoch 1647 | loss: 0.031246 | val_loss: 0.0312442 | Time: 1644.9 ms [2021-05-30 00:44:23 main:581] : INFO : Epoch 1648 | loss: 0.031249 | val_loss: 0.0312467 | Time: 1641.71 ms [2021-05-30 00:44:25 main:581] : INFO : Epoch 1649 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 1643.28 ms [2021-05-30 00:44:26 main:581] : INFO : Epoch 1650 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 1642.03 ms [2021-05-30 00:44:28 main:581] : INFO : Epoch 1651 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 1643.86 ms [2021-05-30 00:44:30 main:581] : INFO : Epoch 1652 | loss: 0.031246 | val_loss: 0.0312444 | Time: 1642.3 ms [2021-05-30 00:44:31 main:581] : INFO : Epoch 1653 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1643.33 ms [2021-05-30 00:44:33 main:581] : INFO : Epoch 1654 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 1641.88 ms [2021-05-30 00:44:35 main:581] : INFO : Epoch 1655 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 1643.96 ms [2021-05-30 00:44:36 main:581] : INFO : Epoch 1656 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1649.97 ms [2021-05-30 00:44:38 main:581] : INFO : Epoch 1657 | loss: 0.031246 | val_loss: 0.0312445 | Time: 1640.13 ms [2021-05-30 00:44:40 main:581] : INFO : Epoch 1658 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 1642.17 ms [2021-05-30 00:44:41 main:581] : INFO : Epoch 1659 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 1641.71 ms [2021-05-30 00:44:43 main:581] : INFO : Epoch 1660 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1640.05 ms [2021-05-30 00:44:45 main:581] : INFO : Epoch 1661 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 1642.93 ms [2021-05-30 00:44:46 main:581] : INFO : Epoch 1662 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 1643.2 ms [2021-05-30 00:44:48 main:581] : INFO : Epoch 1663 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1642.03 ms [2021-05-30 00:44:49 main:581] : INFO : Epoch 1664 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 1639.77 ms [2021-05-30 00:44:51 main:581] : INFO : Epoch 1665 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1643.4 ms [2021-05-30 00:44:53 main:581] : INFO : Epoch 1666 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 1641.76 ms [2021-05-30 00:44:54 main:581] : INFO : Epoch 1667 | loss: 0.0312467 | val_loss: 0.031245 | Time: 1637 ms [2021-05-30 00:44:56 main:581] : INFO : Epoch 1668 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 1647.21 ms [2021-05-30 00:44:58 main:581] : INFO : Epoch 1669 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 1646.64 ms [2021-05-30 00:44:59 main:581] : INFO : Epoch 1670 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1650.17 ms [2021-05-30 00:45:01 main:581] : INFO : Epoch 1671 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 1658.53 ms [2021-05-30 00:45:03 main:581] : INFO : Epoch 1672 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 1645.67 ms [2021-05-30 00:45:04 main:581] : INFO : Epoch 1673 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 1644.95 ms [2021-05-30 00:45:06 main:581] : INFO : Epoch 1674 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 1642.61 ms [2021-05-30 00:45:08 main:581] : INFO : Epoch 1675 | loss: 0.0312476 | val_loss: 0.0312483 | Time: 1646.95 ms [2021-05-30 00:45:09 main:581] : INFO : Epoch 1676 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 1644.26 ms [2021-05-30 00:45:11 main:581] : INFO : Epoch 1677 | loss: 0.0312465 | val_loss: 0.031245 | Time: 1645.7 ms [2021-05-30 00:45:12 main:581] : INFO : Epoch 1678 | loss: 0.031246 | val_loss: 0.0312441 | Time: 1647.2 ms [2021-05-30 00:45:14 main:581] : INFO : Epoch 1679 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1644.18 ms [2021-05-30 00:45:16 main:581] : INFO : Epoch 1680 | loss: 0.0312473 | val_loss: 0.0312509 | Time: 1646.62 ms [2021-05-30 00:45:17 main:581] : INFO : Epoch 1681 | loss: 0.0312471 | val_loss: 0.0312449 | Time: 1647.21 ms [2021-05-30 00:45:19 main:581] : INFO : Epoch 1682 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1644.94 ms [2021-05-30 00:45:21 main:581] : INFO : Epoch 1683 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 1642.94 ms [2021-05-30 00:45:22 main:581] : INFO : Epoch 1684 | loss: 0.0312458 | val_loss: 0.031249 | Time: 1645.78 ms [2021-05-30 00:45:24 main:581] : INFO : Epoch 1685 | loss: 0.0312496 | val_loss: 0.0312461 | Time: 1642.08 ms [2021-05-30 00:45:26 main:581] : INFO : Epoch 1686 | loss: 0.0312469 | val_loss: 0.0312447 | Time: 1643.9 ms [2021-05-30 00:45:27 main:581] : INFO : Epoch 1687 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 1643.49 ms [2021-05-30 00:45:29 main:581] : INFO : Epoch 1688 | loss: 0.0312455 | val_loss: 0.0312487 | Time: 1645.36 ms [2021-05-30 00:45:31 main:581] : INFO : Epoch 1689 | loss: 0.0312478 | val_loss: 0.0312459 | Time: 1641.6 ms [2021-05-30 00:45:32 main:581] : INFO : Epoch 1690 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 1641.17 ms [2021-05-30 00:45:34 main:581] : INFO : Epoch 1691 | loss: 0.0312469 | val_loss: 0.03125 | Time: 1643.76 ms [2021-05-30 00:45:35 main:581] : INFO : Epoch 1692 | loss: 0.0312475 | val_loss: 0.0312456 | Time: 1642.37 ms [2021-05-30 00:45:37 main:581] : INFO : Epoch 1693 | loss: 0.0312462 | val_loss: 0.0312445 | Time: 1647.44 ms [2021-05-30 00:45:39 main:581] : INFO : Epoch 1694 | loss: 0.0312459 | val_loss: 0.0312442 | Time: 1640.05 ms [2021-05-30 00:45:40 main:581] : INFO : Epoch 1695 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1642.32 ms [2021-05-30 00:45:42 main:581] : INFO : Epoch 1696 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 1646.55 ms [2021-05-30 00:45:44 main:581] : INFO : Epoch 1697 | loss: 0.0312466 | val_loss: 0.0312446 | Time: 1648.54 ms [2021-05-30 00:45:45 main:581] : INFO : Epoch 1698 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 1647.57 ms [2021-05-30 00:45:47 main:581] : INFO : Epoch 1699 | loss: 0.0312466 | val_loss: 0.0312445 | Time: 1642.74 ms [2021-05-30 00:45:49 main:581] : INFO : Epoch 1700 | loss: 0.0312466 | val_loss: 0.0312447 | Time: 1644.28 ms [2021-05-30 00:45:50 main:581] : INFO : Epoch 1701 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 1641.16 ms [2021-05-30 00:45:52 main:581] : INFO : Epoch 1702 | loss: 0.031245 | val_loss: 0.0312445 | Time: 1639.52 ms [2021-05-30 00:45:54 main:581] : INFO : Epoch 1703 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1645.73 ms [2021-05-30 00:45:55 main:581] : INFO : Epoch 1704 | loss: 0.031246 | val_loss: 0.0312445 | Time: 1649.83 ms [2021-05-30 00:45:57 main:581] : INFO : Epoch 1705 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 1647.64 ms [2021-05-30 00:45:59 main:581] : INFO : Epoch 1706 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1644.85 ms [2021-05-30 00:46:00 main:581] : INFO : Epoch 1707 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 1658.93 ms [2021-05-30 00:46:02 main:581] : INFO : Epoch 1708 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1639.34 ms [2021-05-30 00:46:03 main:581] : INFO : Epoch 1709 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 1643.37 ms [2021-05-30 00:46:05 main:581] : INFO : Epoch 1710 | loss: 0.031247 | val_loss: 0.0312454 | Time: 1643.15 ms [2021-05-30 00:46:07 main:581] : INFO : Epoch 1711 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 1641.38 ms [2021-05-30 00:46:08 main:581] : INFO : Epoch 1712 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1646.62 ms [2021-05-30 00:46:10 main:581] : INFO : Epoch 1713 | loss: 0.0312471 | val_loss: 0.031247 | Time: 1644.62 ms [2021-05-30 00:46:12 main:581] : INFO : Epoch 1714 | loss: 0.0312467 | val_loss: 0.0312443 | Time: 1644.9 ms [2021-05-30 00:46:13 main:581] : INFO : Epoch 1715 | loss: 0.0312457 | val_loss: 0.0312528 | Time: 1642.26 ms [2021-05-30 00:46:15 main:581] : INFO : Epoch 1716 | loss: 0.0312496 | val_loss: 0.0312479 | Time: 1638.81 ms [2021-05-30 00:46:17 main:581] : INFO : Epoch 1717 | loss: 0.031247 | val_loss: 0.0312442 | Time: 1641.66 ms [2021-05-30 00:46:18 main:581] : INFO : Epoch 1718 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 1645.07 ms [2021-05-30 00:46:20 main:581] : INFO : Epoch 1719 | loss: 0.0312462 | val_loss: 0.0312445 | Time: 1646.67 ms [2021-05-30 00:46:22 main:581] : INFO : Epoch 1720 | loss: 0.0312473 | val_loss: 0.0312452 | Time: 1642.05 ms [2021-05-30 00:46:23 main:581] : INFO : Epoch 1721 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 1643.68 ms [2021-05-30 00:46:25 main:581] : INFO : Epoch 1722 | loss: 0.0312453 | val_loss: 0.0312484 | Time: 1639.53 ms [2021-05-30 00:46:26 main:581] : INFO : Epoch 1723 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 1639.97 ms [2021-05-30 00:46:28 main:581] : INFO : Epoch 1724 | loss: 0.0312463 | val_loss: 0.031244 | Time: 1643.2 ms [2021-05-30 00:46:30 main:581] : INFO : Epoch 1725 | loss: 0.0312458 | val_loss: 0.0312442 | Time: 1627.59 ms [2021-05-30 00:46:31 main:581] : INFO : Epoch 1726 | loss: 0.0312465 | val_loss: 0.0312505 | Time: 1630.82 ms [2021-05-30 00:46:33 main:581] : INFO : Epoch 1727 | loss: 0.0312476 | val_loss: 0.031249 | Time: 1628.24 ms [2021-05-30 00:46:35 main:581] : INFO : Epoch 1728 | loss: 0.0312478 | val_loss: 0.031246 | Time: 1634.79 ms [2021-05-30 00:46:36 main:581] : INFO : Epoch 1729 | loss: 0.0312478 | val_loss: 0.031245 | Time: 1644.1 ms [2021-05-30 00:46:38 main:581] : INFO : Epoch 1730 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 1633.43 ms [2021-05-30 00:46:40 main:581] : INFO : Epoch 1731 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1626.38 ms [2021-05-30 00:46:41 main:581] : INFO : Epoch 1732 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1625.26 ms [2021-05-30 00:46:43 main:581] : INFO : Epoch 1733 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 1632.75 ms [2021-05-30 00:46:44 main:581] : INFO : Epoch 1734 | loss: 0.0312467 | val_loss: 0.031245 | Time: 1630.42 ms [2021-05-30 00:46:46 main:581] : INFO : Epoch 1735 | loss: 0.0312481 | val_loss: 0.0312445 | Time: 1627.51 ms [2021-05-30 00:46:48 main:581] : INFO : Epoch 1736 | loss: 0.0312455 | val_loss: 0.0312442 | Time: 1639.94 ms [2021-05-30 00:46:49 main:581] : INFO : Epoch 1737 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1642.85 ms [2021-05-30 00:46:51 main:581] : INFO : Epoch 1738 | loss: 0.0312477 | val_loss: 0.0312518 | Time: 1643.75 ms [2021-05-30 00:46:53 main:581] : INFO : Epoch 1739 | loss: 0.0312483 | val_loss: 0.0312528 | Time: 1638.37 ms [2021-05-30 00:46:54 main:581] : INFO : Epoch 1740 | loss: 0.031249 | val_loss: 0.0312448 | Time: 1641.81 ms [2021-05-30 00:46:56 main:581] : INFO : Epoch 1741 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 1624.03 ms [2021-05-30 00:46:58 main:581] : INFO : Epoch 1742 | loss: 0.0312475 | val_loss: 0.031252 | Time: 1614.96 ms [2021-05-30 00:46:59 main:581] : INFO : Epoch 1743 | loss: 0.031248 | val_loss: 0.031246 | Time: 1616.29 ms [2021-05-30 00:47:01 main:581] : INFO : Epoch 1744 | loss: 0.0312459 | val_loss: 0.0312439 | Time: 1642.54 ms [2021-05-30 00:47:02 main:581] : INFO : Epoch 1745 | loss: 0.0312457 | val_loss: 0.0312437 | Time: 1645.07 ms [2021-05-30 00:47:04 main:581] : INFO : Epoch 1746 | loss: 0.0312456 | val_loss: 0.031245 | Time: 1653.41 ms [2021-05-30 00:47:06 main:581] : INFO : Epoch 1747 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 1658.21 ms [2021-05-30 00:47:07 main:581] : INFO : Epoch 1748 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 1657.43 ms [2021-05-30 00:47:09 main:581] : INFO : Epoch 1749 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1656.25 ms [2021-05-30 00:47:11 main:581] : INFO : Epoch 1750 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 1627.06 ms [2021-05-30 00:47:12 main:581] : INFO : Epoch 1751 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1629.83 ms [2021-05-30 00:47:14 main:581] : INFO : Epoch 1752 | loss: 0.0312474 | val_loss: 0.0312454 | Time: 1633.22 ms [2021-05-30 00:47:16 main:581] : INFO : Epoch 1753 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 1633.86 ms [2021-05-30 00:47:17 main:581] : INFO : Epoch 1754 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 1627.46 ms [2021-05-30 00:47:19 main:581] : INFO : Epoch 1755 | loss: 0.0312481 | val_loss: 0.031245 | Time: 1641.03 ms [2021-05-30 00:47:20 main:581] : INFO : Epoch 1756 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 1641.91 ms [2021-05-30 00:47:22 main:581] : INFO : Epoch 1757 | loss: 0.031248 | val_loss: 0.0312462 | Time: 1644.5 ms [2021-05-30 00:47:24 main:581] : INFO : Epoch 1758 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1640.38 ms [2021-05-30 00:47:25 main:581] : INFO : Epoch 1759 | loss: 0.0312456 | val_loss: 0.0312435 | Time: 1639.94 ms [2021-05-30 00:47:27 main:581] : INFO : Epoch 1760 | loss: 0.0312452 | val_loss: 0.0312482 | Time: 1640.14 ms [2021-05-30 00:47:29 main:581] : INFO : Epoch 1761 | loss: 0.0312461 | val_loss: 0.031245 | Time: 1635.33 ms [2021-05-30 00:47:30 main:581] : INFO : Epoch 1762 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 1628.65 ms [2021-05-30 00:47:32 main:581] : INFO : Epoch 1763 | loss: 0.031245 | val_loss: 0.0312437 | Time: 1644.27 ms [2021-05-30 00:47:34 main:581] : INFO : Epoch 1764 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 1645.95 ms [2021-05-30 00:47:35 main:581] : INFO : Epoch 1765 | loss: 0.0312479 | val_loss: 0.0312452 | Time: 1640.28 ms [2021-05-30 00:47:37 main:581] : INFO : Epoch 1766 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 1643.13 ms [2021-05-30 00:47:39 main:581] : INFO : Epoch 1767 | loss: 0.0312459 | val_loss: 0.031244 | Time: 1641.37 ms [2021-05-30 00:47:40 main:581] : INFO : Epoch 1768 | loss: 0.0312473 | val_loss: 0.0312444 | Time: 1643.6 ms [2021-05-30 00:47:42 main:581] : INFO : Epoch 1769 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 1641.28 ms [2021-05-30 00:47:43 main:581] : INFO : Epoch 1770 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 1641.25 ms [2021-05-30 00:47:45 main:581] : INFO : Epoch 1771 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 1639.4 ms [2021-05-30 00:47:47 main:581] : INFO : Epoch 1772 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 1641.9 ms [2021-05-30 00:47:48 main:581] : INFO : Epoch 1773 | loss: 0.0312455 | val_loss: 0.0312437 | Time: 1638.36 ms [2021-05-30 00:47:50 main:581] : INFO : Epoch 1774 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1638.47 ms [2021-05-30 00:47:52 main:581] : INFO : Epoch 1775 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 1642.51 ms [2021-05-30 00:47:53 main:581] : INFO : Epoch 1776 | loss: 0.0312467 | val_loss: 0.0312445 | Time: 1641.67 ms [2021-05-30 00:47:55 main:581] : INFO : Epoch 1777 | loss: 0.0312457 | val_loss: 0.031245 | Time: 1638.32 ms [2021-05-30 00:47:57 main:581] : INFO : Epoch 1778 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1651.82 ms [2021-05-30 00:47:58 main:581] : INFO : Epoch 1779 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 1624.22 ms [2021-05-30 00:48:00 main:581] : INFO : Epoch 1780 | loss: 0.0312468 | val_loss: 0.0312444 | Time: 1653.22 ms [2021-05-30 00:48:01 main:581] : INFO : Epoch 1781 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 1641.9 ms [2021-05-30 00:48:03 main:581] : INFO : Epoch 1782 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 1641.68 ms [2021-05-30 00:48:05 main:581] : INFO : Epoch 1783 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1644 ms [2021-05-30 00:48:06 main:581] : INFO : Epoch 1784 | loss: 0.0312479 | val_loss: 0.0312461 | Time: 1641.95 ms [2021-05-30 00:48:08 main:581] : INFO : Epoch 1785 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 1645.11 ms [2021-05-30 00:48:10 main:581] : INFO : Epoch 1786 | loss: 0.0312463 | val_loss: 0.0312479 | Time: 1643.35 ms [2021-05-30 00:48:11 main:581] : INFO : Epoch 1787 | loss: 0.0312458 | val_loss: 0.031244 | Time: 1643.52 ms [2021-05-30 00:48:13 main:581] : INFO : Epoch 1788 | loss: 0.0312458 | val_loss: 0.0312498 | Time: 1645.8 ms [2021-05-30 00:48:15 main:581] : INFO : Epoch 1789 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 1641.46 ms [2021-05-30 00:48:16 main:581] : INFO : Epoch 1790 | loss: 0.0312478 | val_loss: 0.031249 | Time: 1622.05 ms [2021-05-30 00:48:18 main:581] : INFO : Epoch 1791 | loss: 0.0312503 | val_loss: 0.0312463 | Time: 1639.12 ms [2021-05-30 00:48:20 main:581] : INFO : Epoch 1792 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 1641.76 ms [2021-05-30 00:48:21 main:581] : INFO : Epoch 1793 | loss: 0.0312475 | val_loss: 0.0312459 | Time: 1640.62 ms [2021-05-30 00:48:23 main:581] : INFO : Epoch 1794 | loss: 0.0312467 | val_loss: 0.0312441 | Time: 1643.36 ms [2021-05-30 00:48:24 main:581] : INFO : Epoch 1795 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 1646.64 ms [2021-05-30 00:48:26 main:581] : INFO : Epoch 1796 | loss: 0.031246 | val_loss: 0.0312461 | Time: 1626.07 ms [2021-05-30 00:48:28 main:581] : INFO : Epoch 1797 | loss: 0.0312466 | val_loss: 0.0312448 | Time: 1642.29 ms [2021-05-30 00:48:29 main:581] : INFO : Epoch 1798 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 1644.28 ms [2021-05-30 00:48:31 main:581] : INFO : Epoch 1799 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 1649.83 ms [2021-05-30 00:48:33 main:581] : INFO : Epoch 1800 | loss: 0.0312466 | val_loss: 0.0312449 | Time: 1647.93 ms [2021-05-30 00:48:34 main:581] : INFO : Epoch 1801 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 1642.8 ms [2021-05-30 00:48:36 main:581] : INFO : Epoch 1802 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1647.47 ms [2021-05-30 00:48:38 main:581] : INFO : Epoch 1803 | loss: 0.0312464 | val_loss: 0.0312441 | Time: 1648.65 ms [2021-05-30 00:48:39 main:581] : INFO : Epoch 1804 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1642.37 ms [2021-05-30 00:48:41 main:581] : INFO : Epoch 1805 | loss: 0.031246 | val_loss: 0.0312449 | Time: 1640.94 ms [2021-05-30 00:48:43 main:581] : INFO : Epoch 1806 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 1644.08 ms [2021-05-30 00:48:44 main:581] : INFO : Epoch 1807 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1636.31 ms [2021-05-30 00:48:46 main:581] : INFO : Epoch 1808 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 1637.36 ms [2021-05-30 00:48:47 main:581] : INFO : Epoch 1809 | loss: 0.0312468 | val_loss: 0.031247 | Time: 1625.85 ms [2021-05-30 00:48:49 main:581] : INFO : Epoch 1810 | loss: 0.0312466 | val_loss: 0.0312442 | Time: 1634.69 ms [2021-05-30 00:48:51 main:581] : INFO : Epoch 1811 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 1635.49 ms [2021-05-30 00:48:52 main:581] : INFO : Epoch 1812 | loss: 0.0312466 | val_loss: 0.0312446 | Time: 1636.62 ms [2021-05-30 00:48:54 main:581] : INFO : Epoch 1813 | loss: 0.031246 | val_loss: 0.0312457 | Time: 1636.13 ms [2021-05-30 00:48:56 main:581] : INFO : Epoch 1814 | loss: 0.0312464 | val_loss: 0.0312442 | Time: 1624.76 ms [2021-05-30 00:48:57 main:581] : INFO : Epoch 1815 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1638.86 ms [2021-05-30 00:48:59 main:581] : INFO : Epoch 1816 | loss: 0.031245 | val_loss: 0.0312455 | Time: 1633.7 ms [2021-05-30 00:49:01 main:581] : INFO : Epoch 1817 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 1653.49 ms [2021-05-30 00:49:02 main:581] : INFO : Epoch 1818 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 1637.31 ms [2021-05-30 00:49:04 main:581] : INFO : Epoch 1819 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1639.9 ms [2021-05-30 00:49:05 main:581] : INFO : Epoch 1820 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 1640.57 ms [2021-05-30 00:49:07 main:581] : INFO : Epoch 1821 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 1641 ms [2021-05-30 00:49:09 main:581] : INFO : Epoch 1822 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 1626.88 ms [2021-05-30 00:49:10 main:581] : INFO : Epoch 1823 | loss: 0.0312477 | val_loss: 0.031245 | Time: 1639.56 ms [2021-05-30 00:49:12 main:581] : INFO : Epoch 1824 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 1628.67 ms [2021-05-30 00:49:14 main:581] : INFO : Epoch 1825 | loss: 0.031247 | val_loss: 0.0312452 | Time: 1644.36 ms [2021-05-30 00:49:15 main:581] : INFO : Epoch 1826 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1647.38 ms [2021-05-30 00:49:17 main:581] : INFO : Epoch 1827 | loss: 0.0312471 | val_loss: 0.0312452 | Time: 1641.15 ms [2021-05-30 00:49:19 main:581] : INFO : Epoch 1828 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 1645.72 ms [2021-05-30 00:49:20 main:581] : INFO : Epoch 1829 | loss: 0.031246 | val_loss: 0.0312446 | Time: 1643.55 ms [2021-05-30 00:49:22 main:581] : INFO : Epoch 1830 | loss: 0.0312461 | val_loss: 0.0312493 | Time: 1639.65 ms [2021-05-30 00:49:24 main:581] : INFO : Epoch 1831 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1642.71 ms [2021-05-30 00:49:25 main:581] : INFO : Epoch 1832 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 1642.41 ms [2021-05-30 00:49:27 main:581] : INFO : Epoch 1833 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 1637.3 ms [2021-05-30 00:49:28 main:581] : INFO : Epoch 1834 | loss: 0.031246 | val_loss: 0.0312438 | Time: 1632.14 ms [2021-05-30 00:49:30 main:581] : INFO : Epoch 1835 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1630.78 ms [2021-05-30 00:49:32 main:581] : INFO : Epoch 1836 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1624.5 ms [2021-05-30 00:49:33 main:581] : INFO : Epoch 1837 | loss: 0.031247 | val_loss: 0.0312525 | Time: 1640.74 ms [2021-05-30 00:49:35 main:581] : INFO : Epoch 1838 | loss: 0.0312481 | val_loss: 0.0312459 | Time: 1640.51 ms [2021-05-30 00:49:37 main:581] : INFO : Epoch 1839 | loss: 0.0312467 | val_loss: 0.0312445 | Time: 1618.19 ms [2021-05-30 00:49:38 main:581] : INFO : Epoch 1840 | loss: 0.031246 | val_loss: 0.031247 | Time: 1624.62 ms [2021-05-30 00:49:40 main:581] : INFO : Epoch 1841 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1627.16 ms [2021-05-30 00:49:41 main:581] : INFO : Epoch 1842 | loss: 0.0312481 | val_loss: 0.0312507 | Time: 1626.32 ms [2021-05-30 00:49:43 main:581] : INFO : Epoch 1843 | loss: 0.0312479 | val_loss: 0.0312445 | Time: 1626.32 ms [2021-05-30 00:49:45 main:581] : INFO : Epoch 1844 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1639.39 ms [2021-05-30 00:49:46 main:581] : INFO : Epoch 1845 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 1627.56 ms [2021-05-30 00:49:48 main:581] : INFO : Epoch 1846 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 1628.17 ms [2021-05-30 00:49:50 main:581] : INFO : Epoch 1847 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 1641.53 ms [2021-05-30 00:49:51 main:581] : INFO : Epoch 1848 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 1635.2 ms [2021-05-30 00:49:53 main:581] : INFO : Epoch 1849 | loss: 0.0312475 | val_loss: 0.0312513 | Time: 1638.22 ms [2021-05-30 00:49:55 main:581] : INFO : Epoch 1850 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1637.94 ms [2021-05-30 00:49:56 main:581] : INFO : Epoch 1851 | loss: 0.0312495 | val_loss: 0.0312463 | Time: 1629.23 ms [2021-05-30 00:49:58 main:581] : INFO : Epoch 1852 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1637.54 ms [2021-05-30 00:49:59 main:581] : INFO : Epoch 1853 | loss: 0.031247 | val_loss: 0.0312508 | Time: 1629.8 ms [2021-05-30 00:50:01 main:581] : INFO : Epoch 1854 | loss: 0.0312489 | val_loss: 0.0312459 | Time: 1643.38 ms [2021-05-30 00:50:03 main:581] : INFO : Epoch 1855 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 1630.7 ms [2021-05-30 00:50:04 main:581] : INFO : Epoch 1856 | loss: 0.0312473 | val_loss: 0.0312445 | Time: 1638.42 ms [2021-05-30 00:50:06 main:581] : INFO : Epoch 1857 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1624.7 ms [2021-05-30 00:50:08 main:581] : INFO : Epoch 1858 | loss: 0.0312462 | val_loss: 0.031245 | Time: 1632.12 ms [2021-05-30 00:50:09 main:581] : INFO : Epoch 1859 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 1629.57 ms [2021-05-30 00:50:11 main:581] : INFO : Epoch 1860 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 1630.38 ms [2021-05-30 00:50:12 main:581] : INFO : Epoch 1861 | loss: 0.0312471 | val_loss: 0.031249 | Time: 1626.14 ms [2021-05-30 00:50:14 main:581] : INFO : Epoch 1862 | loss: 0.0312467 | val_loss: 0.0312502 | Time: 1642.14 ms [2021-05-30 00:50:16 main:581] : INFO : Epoch 1863 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1627.55 ms [2021-05-30 00:50:17 main:581] : INFO : Epoch 1864 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 1637.33 ms [2021-05-30 00:50:19 main:581] : INFO : Epoch 1865 | loss: 0.0312454 | val_loss: 0.0312477 | Time: 1627.77 ms [2021-05-30 00:50:21 main:581] : INFO : Epoch 1866 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 1644.15 ms [2021-05-30 00:50:22 main:581] : INFO : Epoch 1867 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 1631.21 ms [2021-05-30 00:50:24 main:581] : INFO : Epoch 1868 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 1634.03 ms [2021-05-30 00:50:26 main:581] : INFO : Epoch 1869 | loss: 0.031247 | val_loss: 0.0312513 | Time: 1629.6 ms [2021-05-30 00:50:27 main:581] : INFO : Epoch 1870 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 1648.31 ms [2021-05-30 00:50:29 main:581] : INFO : Epoch 1871 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 1622.52 ms [2021-05-30 00:50:30 main:581] : INFO : Epoch 1872 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1633.96 ms [2021-05-30 00:50:32 main:581] : INFO : Epoch 1873 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1641.54 ms [2021-05-30 00:50:34 main:581] : INFO : Epoch 1874 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 1627.11 ms [2021-05-30 00:50:35 main:581] : INFO : Epoch 1875 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1627.61 ms [2021-05-30 00:50:37 main:581] : INFO : Epoch 1876 | loss: 0.0312455 | val_loss: 0.0312498 | Time: 1632.15 ms [2021-05-30 00:50:39 main:581] : INFO : Epoch 1877 | loss: 0.031247 | val_loss: 0.0312445 | Time: 1627.41 ms [2021-05-30 00:50:40 main:581] : INFO : Epoch 1878 | loss: 0.0312458 | val_loss: 0.0312442 | Time: 1646.86 ms [2021-05-30 00:50:42 main:581] : INFO : Epoch 1879 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1660.36 ms [2021-05-30 00:50:44 main:581] : INFO : Epoch 1880 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1658.12 ms [2021-05-30 00:50:45 main:581] : INFO : Epoch 1881 | loss: 0.0312469 | val_loss: 0.0312444 | Time: 1655.88 ms [2021-05-30 00:50:47 main:581] : INFO : Epoch 1882 | loss: 0.0312475 | val_loss: 0.0312448 | Time: 1644.17 ms [2021-05-30 00:50:49 main:581] : INFO : Epoch 1883 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 1633.82 ms [2021-05-30 00:50:50 main:581] : INFO : Epoch 1884 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 1637.5 ms [2021-05-30 00:50:52 main:581] : INFO : Epoch 1885 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 1641.3 ms [2021-05-30 00:50:53 main:581] : INFO : Epoch 1886 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1646.21 ms [2021-05-30 00:50:55 main:581] : INFO : Epoch 1887 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 1637.83 ms [2021-05-30 00:50:57 main:581] : INFO : Epoch 1888 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 1630.57 ms [2021-05-30 00:50:58 main:581] : INFO : Epoch 1889 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 1618 ms [2021-05-30 00:51:00 main:581] : INFO : Epoch 1890 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 1643.04 ms [2021-05-30 00:51:02 main:581] : INFO : Epoch 1891 | loss: 0.031245 | val_loss: 0.0312447 | Time: 1643.63 ms [2021-05-30 00:51:03 main:581] : INFO : Epoch 1892 | loss: 0.0312464 | val_loss: 0.0312441 | Time: 1641.66 ms [2021-05-30 00:51:05 main:581] : INFO : Epoch 1893 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1645.1 ms [2021-05-30 00:51:07 main:581] : INFO : Epoch 1894 | loss: 0.0312469 | val_loss: 0.0312482 | Time: 1641.11 ms [2021-05-30 00:51:08 main:581] : INFO : Epoch 1895 | loss: 0.0312467 | val_loss: 0.0312445 | Time: 1624.66 ms [2021-05-30 00:51:10 main:581] : INFO : Epoch 1896 | loss: 0.0312478 | val_loss: 0.0312456 | Time: 1618.9 ms [2021-05-30 00:51:11 main:581] : INFO : Epoch 1897 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 1620.45 ms [2021-05-30 00:51:13 main:581] : INFO : Epoch 1898 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 1626 ms [2021-05-30 00:51:15 main:581] : INFO : Epoch 1899 | loss: 0.0312489 | val_loss: 0.0312462 | Time: 1623.22 ms [2021-05-30 00:51:16 main:581] : INFO : Epoch 1900 | loss: 0.0312477 | val_loss: 0.0312458 | Time: 1623.01 ms [2021-05-30 00:51:18 main:581] : INFO : Epoch 1901 | loss: 0.0312484 | val_loss: 0.0312455 | Time: 1622.87 ms [2021-05-30 00:51:20 main:581] : INFO : Epoch 1902 | loss: 0.031247 | val_loss: 0.0312448 | Time: 1634.49 ms [2021-05-30 00:51:21 main:581] : INFO : Epoch 1903 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 1633.37 ms [2021-05-30 00:51:23 main:581] : INFO : Epoch 1904 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1647.96 ms [2021-05-30 00:51:24 main:581] : INFO : Epoch 1905 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1645.85 ms [2021-05-30 00:51:26 main:581] : INFO : Epoch 1906 | loss: 0.0312472 | val_loss: 0.0312449 | Time: 1635.04 ms [2021-05-30 00:51:28 main:581] : INFO : Epoch 1907 | loss: 0.0312456 | val_loss: 0.031245 | Time: 1640.11 ms [2021-05-30 00:51:29 main:581] : INFO : Epoch 1908 | loss: 0.031245 | val_loss: 0.0312439 | Time: 1622.12 ms [2021-05-30 00:51:31 main:581] : INFO : Epoch 1909 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 1633.19 ms [2021-05-30 00:51:33 main:581] : INFO : Epoch 1910 | loss: 0.0312459 | val_loss: 0.031244 | Time: 1629.16 ms [2021-05-30 00:51:34 main:581] : INFO : Epoch 1911 | loss: 0.0312476 | val_loss: 0.0312486 | Time: 1629.16 ms [2021-05-30 00:51:36 main:581] : INFO : Epoch 1912 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1633.74 ms [2021-05-30 00:51:38 main:581] : INFO : Epoch 1913 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 1643.69 ms [2021-05-30 00:51:39 main:581] : INFO : Epoch 1914 | loss: 0.031247 | val_loss: 0.0312454 | Time: 1649.67 ms [2021-05-30 00:51:41 main:581] : INFO : Epoch 1915 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 1649.08 ms [2021-05-30 00:51:42 main:581] : INFO : Epoch 1916 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 1645.44 ms [2021-05-30 00:51:44 main:581] : INFO : Epoch 1917 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 1629.65 ms [2021-05-30 00:51:46 main:581] : INFO : Epoch 1918 | loss: 0.031245 | val_loss: 0.0312438 | Time: 1624.9 ms [2021-05-30 00:51:47 main:581] : INFO : Epoch 1919 | loss: 0.0312454 | val_loss: 0.031248 | Time: 1626.28 ms [2021-05-30 00:51:49 main:581] : INFO : Epoch 1920 | loss: 0.0312477 | val_loss: 0.0312506 | Time: 1639.3 ms [2021-05-30 00:51:51 main:581] : INFO : Epoch 1921 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 1634.37 ms [2021-05-30 00:51:52 main:581] : INFO : Epoch 1922 | loss: 0.0312479 | val_loss: 0.0312452 | Time: 1610.27 ms [2021-05-30 00:51:54 main:581] : INFO : Epoch 1923 | loss: 0.0312467 | val_loss: 0.0312442 | Time: 1618.36 ms [2021-05-30 00:51:56 main:581] : INFO : Epoch 1924 | loss: 0.0312476 | val_loss: 0.031248 | Time: 1626.4 ms [2021-05-30 00:51:57 main:581] : INFO : Epoch 1925 | loss: 0.03125 | val_loss: 0.031248 | Time: 1625.74 ms [2021-05-30 00:51:59 main:581] : INFO : Epoch 1926 | loss: 0.031248 | val_loss: 0.0312578 | Time: 1622.12 ms [2021-05-30 00:52:00 main:581] : INFO : Epoch 1927 | loss: 0.0312512 | val_loss: 0.0312449 | Time: 1633.93 ms [2021-05-30 00:52:02 main:581] : INFO : Epoch 1928 | loss: 0.0312483 | val_loss: 0.0312451 | Time: 1623.8 ms [2021-05-30 00:52:04 main:581] : INFO : Epoch 1929 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1626.6 ms [2021-05-30 00:52:05 main:581] : INFO : Epoch 1930 | loss: 0.0312466 | val_loss: 0.0312444 | Time: 1635.02 ms [2021-05-30 00:52:07 main:581] : INFO : Epoch 1931 | loss: 0.0312473 | val_loss: 0.0312457 | Time: 1611.45 ms [2021-05-30 00:52:09 main:581] : INFO : Epoch 1932 | loss: 0.0312474 | val_loss: 0.0312443 | Time: 1625.9 ms [2021-05-30 00:52:10 main:581] : INFO : Epoch 1933 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 1624.37 ms [2021-05-30 00:52:12 main:581] : INFO : Epoch 1934 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 1632.02 ms [2021-05-30 00:52:13 main:581] : INFO : Epoch 1935 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1638.51 ms [2021-05-30 00:52:15 main:581] : INFO : Epoch 1936 | loss: 0.0312463 | val_loss: 0.0312443 | Time: 1646.89 ms [2021-05-30 00:52:17 main:581] : INFO : Epoch 1937 | loss: 0.031246 | val_loss: 0.0312498 | Time: 1641.86 ms [2021-05-30 00:52:18 main:581] : INFO : Epoch 1938 | loss: 0.031247 | val_loss: 0.0312501 | Time: 1631.43 ms [2021-05-30 00:52:20 main:581] : INFO : Epoch 1939 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 1628.82 ms [2021-05-30 00:52:22 main:581] : INFO : Epoch 1940 | loss: 0.0312469 | val_loss: 0.0312448 | Time: 1637.72 ms [2021-05-30 00:52:23 main:581] : INFO : Epoch 1941 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 1629.88 ms [2021-05-30 00:52:25 main:581] : INFO : Epoch 1942 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 1638.58 ms [2021-05-30 00:52:26 main:581] : INFO : Epoch 1943 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 1626.8 ms [2021-05-30 00:52:28 main:581] : INFO : Epoch 1944 | loss: 0.0312459 | val_loss: 0.0312442 | Time: 1623.86 ms [2021-05-30 00:52:30 main:581] : INFO : Epoch 1945 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1635.32 ms [2021-05-30 00:52:31 main:581] : INFO : Epoch 1946 | loss: 0.0312452 | val_loss: 0.0312463 | Time: 1639.77 ms [2021-05-30 00:52:33 main:581] : INFO : Epoch 1947 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 1621.58 ms [2021-05-30 00:52:35 main:581] : INFO : Epoch 1948 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 1620.52 ms [2021-05-30 00:52:36 main:581] : INFO : Epoch 1949 | loss: 0.0312457 | val_loss: 0.0312439 | Time: 1625.58 ms [2021-05-30 00:52:38 main:581] : INFO : Epoch 1950 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1629.29 ms [2021-05-30 00:52:40 main:581] : INFO : Epoch 1951 | loss: 0.031246 | val_loss: 0.0312495 | Time: 1623.87 ms [2021-05-30 00:52:41 main:581] : INFO : Epoch 1952 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1625.4 ms [2021-05-30 00:52:43 main:581] : INFO : Epoch 1953 | loss: 0.0312481 | val_loss: 0.0312463 | Time: 1626.5 ms [2021-05-30 00:52:44 main:581] : INFO : Epoch 1954 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 1640.19 ms [2021-05-30 00:52:46 main:581] : INFO : Epoch 1955 | loss: 0.0312451 | val_loss: 0.0312437 | Time: 1626.99 ms [2021-05-30 00:52:48 main:581] : INFO : Epoch 1956 | loss: 0.0312453 | val_loss: 0.031244 | Time: 1620.96 ms [2021-05-30 00:52:49 main:581] : INFO : Epoch 1957 | loss: 0.0312452 | val_loss: 0.0312438 | Time: 1624.5 ms [2021-05-30 00:52:51 main:581] : INFO : Epoch 1958 | loss: 0.0312471 | val_loss: 0.0312453 | Time: 1623.53 ms [2021-05-30 00:52:53 main:581] : INFO : Epoch 1959 | loss: 0.0312463 | val_loss: 0.0312442 | Time: 1623.23 ms [2021-05-30 00:52:54 main:581] : INFO : Epoch 1960 | loss: 0.0312464 | val_loss: 0.0312442 | Time: 1622.3 ms [2021-05-30 00:52:56 main:581] : INFO : Epoch 1961 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 1633.45 ms [2021-05-30 00:52:57 main:581] : INFO : Epoch 1962 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 1649.59 ms [2021-05-30 00:52:59 main:581] : INFO : Epoch 1963 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 1650.26 ms [2021-05-30 00:53:01 main:581] : INFO : Epoch 1964 | loss: 0.0312464 | val_loss: 0.0312491 | Time: 1654.53 ms [2021-05-30 00:53:02 main:581] : INFO : Epoch 1965 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1621.31 ms [2021-05-30 00:53:04 main:581] : INFO : Epoch 1966 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1621.45 ms [2021-05-30 00:53:06 main:581] : INFO : Epoch 1967 | loss: 0.0312455 | val_loss: 0.0312437 | Time: 1622.63 ms [2021-05-30 00:53:07 main:581] : INFO : Epoch 1968 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 1629.06 ms [2021-05-30 00:53:09 main:581] : INFO : Epoch 1969 | loss: 0.0312451 | val_loss: 0.0312436 | Time: 1630.35 ms [2021-05-30 00:53:10 main:581] : INFO : Epoch 1970 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 1628.15 ms [2021-05-30 00:53:12 main:581] : INFO : Epoch 1971 | loss: 0.0312456 | val_loss: 0.031244 | Time: 1619.21 ms [2021-05-30 00:53:14 main:581] : INFO : Epoch 1972 | loss: 0.031245 | val_loss: 0.0312445 | Time: 1631.08 ms [2021-05-30 00:53:15 main:581] : INFO : Epoch 1973 | loss: 0.031246 | val_loss: 0.0312449 | Time: 1610.82 ms [2021-05-30 00:53:17 main:581] : INFO : Epoch 1974 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 1609.04 ms [2021-05-30 00:53:19 main:581] : INFO : Epoch 1975 | loss: 0.031246 | val_loss: 0.0312439 | Time: 1633.53 ms [2021-05-30 00:53:20 main:581] : INFO : Epoch 1976 | loss: 0.0312451 | val_loss: 0.031247 | Time: 1626.54 ms [2021-05-30 00:53:22 main:581] : INFO : Epoch 1977 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 1639.32 ms [2021-05-30 00:53:23 main:581] : INFO : Epoch 1978 | loss: 0.0312456 | val_loss: 0.031244 | Time: 1629.8 ms [2021-05-30 00:53:25 main:581] : INFO : Epoch 1979 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1631.43 ms [2021-05-30 00:53:27 main:581] : INFO : Epoch 1980 | loss: 0.0312452 | val_loss: 0.0312451 | Time: 1641.4 ms [2021-05-30 00:53:28 main:581] : INFO : Epoch 1981 | loss: 0.031245 | val_loss: 0.0312435 | Time: 1644.61 ms [2021-05-30 00:53:30 main:581] : INFO : Epoch 1982 | loss: 0.0312459 | val_loss: 0.0312442 | Time: 1636.89 ms [2021-05-30 00:53:32 main:581] : INFO : Epoch 1983 | loss: 0.0312465 | val_loss: 0.0312546 | Time: 1641.04 ms [2021-05-30 00:53:33 main:581] : INFO : Epoch 1984 | loss: 0.0312526 | val_loss: 0.0312482 | Time: 1645.63 ms [2021-05-30 00:53:35 main:581] : INFO : Epoch 1985 | loss: 0.0312897 | val_loss: 0.0312808 | Time: 1640.16 ms [2021-05-30 00:53:37 main:581] : INFO : Epoch 1986 | loss: 0.0354443 | val_loss: 0.0333609 | Time: 1620.97 ms [2021-05-30 00:53:38 main:581] : INFO : Epoch 1987 | loss: 0.0319904 | val_loss: 0.0314389 | Time: 1641.86 ms [2021-05-30 00:53:40 main:581] : INFO : Epoch 1988 | loss: 0.0313595 | val_loss: 0.0313026 | Time: 1619.35 ms [2021-05-30 00:53:41 main:581] : INFO : Epoch 1989 | loss: 0.0312808 | val_loss: 0.0312648 | Time: 1613.97 ms [2021-05-30 00:53:43 main:581] : INFO : Epoch 1990 | loss: 0.031258 | val_loss: 0.0312537 | Time: 1634.28 ms [2021-05-30 00:53:45 main:581] : INFO : Epoch 1991 | loss: 0.0312519 | val_loss: 0.03125 | Time: 1633.29 ms [2021-05-30 00:53:46 main:581] : INFO : Epoch 1992 | loss: 0.0312498 | val_loss: 0.0312484 | Time: 1628.4 ms [2021-05-30 00:53:48 main:581] : INFO : Epoch 1993 | loss: 0.0312489 | val_loss: 0.0312474 | Time: 1628.54 ms [2021-05-30 00:53:50 main:581] : INFO : Epoch 1994 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1636.93 ms [2021-05-30 00:53:51 main:581] : INFO : Epoch 1995 | loss: 0.031248 | val_loss: 0.0312465 | Time: 1613.76 ms [2021-05-30 00:53:53 main:581] : INFO : Epoch 1996 | loss: 0.0312474 | val_loss: 0.0312458 | Time: 1618.66 ms [2021-05-30 00:53:54 main:581] : INFO : Epoch 1997 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 1618.57 ms [2021-05-30 00:53:56 main:581] : INFO : Epoch 1998 | loss: 0.0312469 | val_loss: 0.0312451 | Time: 1573.05 ms [2021-05-30 00:53:58 main:581] : INFO : Epoch 1999 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1621.93 ms [2021-05-30 00:53:59 main:581] : INFO : Epoch 2000 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 1634.83 ms [2021-05-30 00:54:01 main:581] : INFO : Epoch 2001 | loss: 0.0312467 | val_loss: 0.031245 | Time: 1643.71 ms [2021-05-30 00:54:03 main:581] : INFO : Epoch 2002 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 1628.09 ms [2021-05-30 00:54:04 main:581] : INFO : Epoch 2003 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 1640.31 ms [2021-05-30 00:54:06 main:581] : INFO : Epoch 2004 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 1640.83 ms [2021-05-30 00:54:08 main:581] : INFO : Epoch 2005 | loss: 0.0312462 | val_loss: 0.0312447 | Time: 1635.29 ms [2021-05-30 00:54:09 main:581] : INFO : Epoch 2006 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1636.81 ms [2021-05-30 00:54:11 main:581] : INFO : Epoch 2007 | loss: 0.0312463 | val_loss: 0.031244 | Time: 1637.17 ms [2021-05-30 00:54:12 main:581] : INFO : Epoch 2008 | loss: 0.0312462 | val_loss: 0.0312479 | Time: 1636.15 ms [2021-05-30 00:54:14 main:581] : INFO : Epoch 2009 | loss: 0.0312481 | val_loss: 0.0312442 | Time: 1628.71 ms [2021-05-30 00:54:16 main:581] : INFO : Epoch 2010 | loss: 0.031246 | val_loss: 0.0312439 | Time: 1637.01 ms [2021-05-30 00:54:17 main:581] : INFO : Epoch 2011 | loss: 0.0312461 | val_loss: 0.0312437 | Time: 1639.35 ms [2021-05-30 00:54:19 main:581] : INFO : Epoch 2012 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 1641.11 ms [2021-05-30 00:54:21 main:581] : INFO : Epoch 2013 | loss: 0.0312469 | val_loss: 0.0312447 | Time: 1640.13 ms [2021-05-30 00:54:22 main:581] : INFO : Epoch 2014 | loss: 0.0312458 | val_loss: 0.0312439 | Time: 1642.57 ms [2021-05-30 00:54:24 main:581] : INFO : Epoch 2015 | loss: 0.0312455 | val_loss: 0.0312438 | Time: 1641.85 ms [2021-05-30 00:54:26 main:581] : INFO : Epoch 2016 | loss: 0.0312456 | val_loss: 0.0312438 | Time: 1646.76 ms [2021-05-30 00:54:27 main:581] : INFO : Epoch 2017 | loss: 0.0312455 | val_loss: 0.0312435 | Time: 1640.29 ms [2021-05-30 00:54:29 main:581] : INFO : Epoch 2018 | loss: 0.0312453 | val_loss: 0.0312435 | Time: 1619.74 ms [2021-05-30 00:54:30 main:581] : INFO : Epoch 2019 | loss: 0.0312455 | val_loss: 0.0312434 | Time: 1622.85 ms [2021-05-30 00:54:32 main:581] : INFO : Epoch 2020 | loss: 0.0312464 | val_loss: 0.0312437 | Time: 1627.74 ms [2021-05-30 00:54:34 main:581] : INFO : Epoch 2021 | loss: 0.0312454 | val_loss: 0.0312436 | Time: 1633.57 ms [2021-05-30 00:54:35 main:581] : INFO : Epoch 2022 | loss: 0.0312459 | val_loss: 0.0312439 | Time: 1625.56 ms [2021-05-30 00:54:37 main:581] : INFO : Epoch 2023 | loss: 0.0312453 | val_loss: 0.0312437 | Time: 1638.35 ms [2021-05-30 00:54:39 main:581] : INFO : Epoch 2024 | loss: 0.0312451 | val_loss: 0.0312434 | Time: 1640.81 ms [2021-05-30 00:54:40 main:581] : INFO : Epoch 2025 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1640.68 ms [2021-05-30 00:54:42 main:581] : INFO : Epoch 2026 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 1637.63 ms [2021-05-30 00:54:43 main:581] : INFO : Epoch 2027 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 1632.14 ms [2021-05-30 00:54:45 main:581] : INFO : Epoch 2028 | loss: 0.0312453 | val_loss: 0.0312437 | Time: 1632.82 ms [2021-05-30 00:54:47 main:581] : INFO : Epoch 2029 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1632.7 ms [2021-05-30 00:54:48 main:581] : INFO : Epoch 2030 | loss: 0.031246 | val_loss: 0.0312433 | Time: 1617.24 ms [2021-05-30 00:54:50 main:581] : INFO : Epoch 2031 | loss: 0.0312452 | val_loss: 0.0312437 | Time: 1627.85 ms [2021-05-30 00:54:52 main:581] : INFO : Epoch 2032 | loss: 0.0312454 | val_loss: 0.0312432 | Time: 1624.02 ms [2021-05-30 00:54:53 main:581] : INFO : Epoch 2033 | loss: 0.0312449 | val_loss: 0.0312432 | Time: 1627.6 ms [2021-05-30 00:54:55 main:581] : INFO : Epoch 2034 | loss: 0.0312454 | val_loss: 0.0312435 | Time: 1621.89 ms [2021-05-30 00:54:57 main:581] : INFO : Epoch 2035 | loss: 0.0312455 | val_loss: 0.0312433 | Time: 1639.09 ms [2021-05-30 00:54:58 main:581] : INFO : Epoch 2036 | loss: 0.0312453 | val_loss: 0.0312431 | Time: 1626.45 ms [2021-05-30 00:55:00 main:581] : INFO : Epoch 2037 | loss: 0.0312455 | val_loss: 0.0312432 | Time: 1644.19 ms [2021-05-30 00:55:01 main:581] : INFO : Epoch 2038 | loss: 0.0312452 | val_loss: 0.031244 | Time: 1646.78 ms [2021-05-30 00:55:03 main:581] : INFO : Epoch 2039 | loss: 0.0312458 | val_loss: 0.031244 | Time: 1643.09 ms [2021-05-30 00:55:05 main:581] : INFO : Epoch 2040 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 1641.25 ms [2021-05-30 00:55:06 main:581] : INFO : Epoch 2041 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1646.41 ms [2021-05-30 00:55:08 main:581] : INFO : Epoch 2042 | loss: 0.0312451 | val_loss: 0.0312437 | Time: 1649.84 ms [2021-05-30 00:55:10 main:581] : INFO : Epoch 2043 | loss: 0.0312457 | val_loss: 0.0312434 | Time: 1641.1 ms [2021-05-30 00:55:11 main:581] : INFO : Epoch 2044 | loss: 0.0312464 | val_loss: 0.0312433 | Time: 1647.29 ms [2021-05-30 00:55:13 main:581] : INFO : Epoch 2045 | loss: 0.0312454 | val_loss: 0.0312437 | Time: 1652.83 ms [2021-05-30 00:55:15 main:581] : INFO : Epoch 2046 | loss: 0.0312451 | val_loss: 0.0312434 | Time: 1624.94 ms [2021-05-30 00:55:16 main:581] : INFO : Epoch 2047 | loss: 0.031245 | val_loss: 0.0312431 | Time: 1654.62 ms [2021-05-30 00:55:18 main:581] : INFO : Epoch 2048 | loss: 0.0312455 | val_loss: 0.0312433 | Time: 1652.19 ms [2021-05-30 00:55:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312433 [2021-05-30 00:55:18 main:610] : INFO : Saving end state to config to file [2021-05-30 00:55:18 main:615] : INFO : Success, exiting.. 00:55:18 (815635): 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)