Task 9525548
| Name | ParityModified-1636177779-19696-3-0_0 |
| Workunit | 6938945 |
| Created | 6 Dec 2021, 2:50:58 UTC |
| Sent | 15 Dec 2021, 3:31:54 UTC |
| Report deadline | 23 Dec 2021, 3:31:54 UTC |
| Received | 15 Dec 2021, 6:07:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6145 |
| Run time | 1 hours 36 min 1 sec |
| CPU time | 1 hours 34 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,442.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 2797.88 ms [2021-12-15 04:45:19 main:574] : INFO : Epoch 1543 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 2805.2 ms [2021-12-15 04:45:22 main:574] : INFO : Epoch 1544 | loss: 0.0312463 | val_loss: 0.031246 | Time: 2794.77 ms [2021-12-15 04:45:25 main:574] : INFO : Epoch 1545 | loss: 0.0312468 | val_loss: 0.0312464 | Time: 2802.67 ms [2021-12-15 04:45:27 main:574] : INFO : Epoch 1546 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2801.72 ms [2021-12-15 04:45:30 main:574] : INFO : Epoch 1547 | loss: 0.031248 | val_loss: 0.031246 | Time: 2798.88 ms [2021-12-15 04:45:33 main:574] : INFO : Epoch 1548 | loss: 0.0312478 | val_loss: 0.0312456 | Time: 2799.87 ms [2021-12-15 04:45:36 main:574] : INFO : Epoch 1549 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 2847.72 ms [2021-12-15 04:45:39 main:574] : INFO : Epoch 1550 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 2801.68 ms [2021-12-15 04:45:42 main:574] : INFO : Epoch 1551 | loss: 0.0312472 | val_loss: 0.0312455 | Time: 2796.48 ms [2021-12-15 04:45:44 main:574] : INFO : Epoch 1552 | loss: 0.0312468 | val_loss: 0.0312482 | Time: 2796.23 ms [2021-12-15 04:45:47 main:574] : INFO : Epoch 1553 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 2795.34 ms [2021-12-15 04:45:50 main:574] : INFO : Epoch 1554 | loss: 0.0312497 | val_loss: 0.0312475 | Time: 2796.35 ms [2021-12-15 04:45:53 main:574] : INFO : Epoch 1555 | loss: 0.0312487 | val_loss: 0.0312455 | Time: 2798.14 ms [2021-12-15 04:45:56 main:574] : INFO : Epoch 1556 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2796.52 ms [2021-12-15 04:45:58 main:574] : INFO : Epoch 1557 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2796.56 ms [2021-12-15 04:46:01 main:574] : INFO : Epoch 1558 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2792.6 ms [2021-12-15 04:46:04 main:574] : INFO : Epoch 1559 | loss: 0.0312468 | val_loss: 0.0312477 | Time: 2797.21 ms [2021-12-15 04:46:07 main:574] : INFO : Epoch 1560 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2798.76 ms [2021-12-15 04:46:10 main:574] : INFO : Epoch 1561 | loss: 0.0312468 | val_loss: 0.0312481 | Time: 2797.35 ms [2021-12-15 04:46:12 main:574] : INFO : Epoch 1562 | loss: 0.0312472 | val_loss: 0.0312454 | Time: 2788.96 ms [2021-12-15 04:46:15 main:574] : INFO : Epoch 1563 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 2801.37 ms [2021-12-15 04:46:18 main:574] : INFO : Epoch 1564 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 2801.81 ms [2021-12-15 04:46:21 main:574] : INFO : Epoch 1565 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 2796.15 ms [2021-12-15 04:46:24 main:574] : INFO : Epoch 1566 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 2799.18 ms [2021-12-15 04:46:26 main:574] : INFO : Epoch 1567 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 2801.72 ms [2021-12-15 04:46:29 main:574] : INFO : Epoch 1568 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 2801.77 ms [2021-12-15 04:46:32 main:574] : INFO : Epoch 1569 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 2799.58 ms [2021-12-15 04:46:35 main:574] : INFO : Epoch 1570 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 2795.64 ms [2021-12-15 04:46:38 main:574] : INFO : Epoch 1571 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2796.6 ms [2021-12-15 04:46:40 main:574] : INFO : Epoch 1572 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2797.52 ms [2021-12-15 04:46:43 main:574] : INFO : Epoch 1573 | loss: 0.0312474 | val_loss: 0.0312526 | Time: 2797.88 ms [2021-12-15 04:46:46 main:574] : INFO : Epoch 1574 | loss: 0.0312492 | val_loss: 0.031254 | Time: 2797.45 ms [2021-12-15 04:46:49 main:574] : INFO : Epoch 1575 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2802.58 ms [2021-12-15 04:46:52 main:574] : INFO : Epoch 1576 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2800.65 ms [2021-12-15 04:46:54 main:574] : INFO : Epoch 1577 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 2797.99 ms [2021-12-15 04:46:57 main:574] : INFO : Epoch 1578 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2800.26 ms [2021-12-15 04:47:00 main:574] : INFO : Epoch 1579 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2799.6 ms [2021-12-15 04:47:03 main:574] : INFO : Epoch 1580 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 2794.86 ms [2021-12-15 04:47:06 main:574] : INFO : Epoch 1581 | loss: 0.031247 | val_loss: 0.0312457 | Time: 2801.04 ms [2021-12-15 04:47:08 main:574] : INFO : Epoch 1582 | loss: 0.0312465 | val_loss: 0.0312492 | Time: 2798.5 ms [2021-12-15 04:47:11 main:574] : INFO : Epoch 1583 | loss: 0.031249 | val_loss: 0.0312481 | Time: 2792.9 ms [2021-12-15 04:47:14 main:574] : INFO : Epoch 1584 | loss: 0.0312489 | val_loss: 0.031246 | Time: 2799.03 ms [2021-12-15 04:47:17 main:574] : INFO : Epoch 1585 | loss: 0.0312475 | val_loss: 0.0312508 | Time: 2793.68 ms [2021-12-15 04:47:20 main:574] : INFO : Epoch 1586 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 2797.98 ms [2021-12-15 04:47:22 main:574] : INFO : Epoch 1587 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 2795.91 ms [2021-12-15 04:47:25 main:574] : INFO : Epoch 1588 | loss: 0.0312473 | val_loss: 0.0312495 | Time: 2792.75 ms [2021-12-15 04:47:28 main:574] : INFO : Epoch 1589 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2797.55 ms [2021-12-15 04:47:31 main:574] : INFO : Epoch 1590 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 2791.53 ms [2021-12-15 04:47:34 main:574] : INFO : Epoch 1591 | loss: 0.0312488 | val_loss: 0.0312469 | Time: 2799.17 ms [2021-12-15 04:47:36 main:574] : INFO : Epoch 1592 | loss: 0.0312477 | val_loss: 0.0312462 | Time: 2803.52 ms [2021-12-15 04:47:39 main:574] : INFO : Epoch 1593 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2802.54 ms [2021-12-15 04:47:42 main:574] : INFO : Epoch 1594 | loss: 0.0312479 | val_loss: 0.0312459 | Time: 2799.59 ms [2021-12-15 04:47:45 main:574] : INFO : Epoch 1595 | loss: 0.0312484 | val_loss: 0.0312456 | Time: 2799.97 ms [2021-12-15 04:47:48 main:574] : INFO : Epoch 1596 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 2800.78 ms [2021-12-15 04:47:51 main:574] : INFO : Epoch 1597 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 2801 ms [2021-12-15 04:47:53 main:574] : INFO : Epoch 1598 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 2800.55 ms [2021-12-15 04:47:56 main:574] : INFO : Epoch 1599 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2796.87 ms [2021-12-15 04:47:59 main:574] : INFO : Epoch 1600 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2800.22 ms [2021-12-15 04:48:02 main:574] : INFO : Epoch 1601 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2793.42 ms [2021-12-15 04:48:05 main:574] : INFO : Epoch 1602 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2793.19 ms [2021-12-15 04:48:07 main:574] : INFO : Epoch 1603 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2793.75 ms [2021-12-15 04:48:10 main:574] : INFO : Epoch 1604 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2803.97 ms [2021-12-15 04:48:13 main:574] : INFO : Epoch 1605 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 2798.11 ms [2021-12-15 04:48:16 main:574] : INFO : Epoch 1606 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2803.81 ms [2021-12-15 04:48:19 main:574] : INFO : Epoch 1607 | loss: 0.0312469 | val_loss: 0.031246 | Time: 2797.01 ms [2021-12-15 04:48:21 main:574] : INFO : Epoch 1608 | loss: 0.0312471 | val_loss: 0.0312502 | Time: 2799.42 ms [2021-12-15 04:48:24 main:574] : INFO : Epoch 1609 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 2793.47 ms [2021-12-15 04:48:27 main:574] : INFO : Epoch 1610 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 2798.78 ms [2021-12-15 04:48:30 main:574] : INFO : Epoch 1611 | loss: 0.0312471 | val_loss: 0.031247 | Time: 2796.52 ms [2021-12-15 04:48:33 main:574] : INFO : Epoch 1612 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 2795.32 ms [2021-12-15 04:48:35 main:574] : INFO : Epoch 1613 | loss: 0.031247 | val_loss: 0.0312457 | Time: 2799.53 ms [2021-12-15 04:48:38 main:574] : INFO : Epoch 1614 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 2795.54 ms [2021-12-15 04:48:41 main:574] : INFO : Epoch 1615 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 2798.57 ms [2021-12-15 04:48:44 main:574] : INFO : Epoch 1616 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 2794.82 ms [2021-12-15 04:48:47 main:574] : INFO : Epoch 1617 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2796.23 ms [2021-12-15 04:48:49 main:574] : INFO : Epoch 1618 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2800.65 ms [2021-12-15 04:48:52 main:574] : INFO : Epoch 1619 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2794.96 ms [2021-12-15 04:48:55 main:574] : INFO : Epoch 1620 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2799.71 ms [2021-12-15 04:48:58 main:574] : INFO : Epoch 1621 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 2802.31 ms [2021-12-15 04:49:01 main:574] : INFO : Epoch 1622 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2802.25 ms [2021-12-15 04:49:03 main:574] : INFO : Epoch 1623 | loss: 0.0312463 | val_loss: 0.0312481 | Time: 2798.29 ms [2021-12-15 04:49:06 main:574] : INFO : Epoch 1624 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2797.89 ms [2021-12-15 04:49:09 main:574] : INFO : Epoch 1625 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2793.68 ms [2021-12-15 04:49:12 main:574] : INFO : Epoch 1626 | loss: 0.0312465 | val_loss: 0.0312497 | Time: 2797.95 ms [2021-12-15 04:49:15 main:574] : INFO : Epoch 1627 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 2800.05 ms [2021-12-15 04:49:17 main:574] : INFO : Epoch 1628 | loss: 0.031247 | val_loss: 0.0312459 | Time: 2793.05 ms [2021-12-15 04:49:20 main:574] : INFO : Epoch 1629 | loss: 0.0312476 | val_loss: 0.0312497 | Time: 2794.41 ms [2021-12-15 04:49:23 main:574] : INFO : Epoch 1630 | loss: 0.0312488 | val_loss: 0.0312469 | Time: 2804.83 ms [2021-12-15 04:49:26 main:574] : INFO : Epoch 1631 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 2800.23 ms [2021-12-15 04:49:29 main:574] : INFO : Epoch 1632 | loss: 0.0312462 | val_loss: 0.031246 | Time: 2792.85 ms [2021-12-15 04:49:31 main:574] : INFO : Epoch 1633 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2793.07 ms [2021-12-15 04:49:34 main:574] : INFO : Epoch 1634 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 2797.25 ms [2021-12-15 04:49:37 main:574] : INFO : Epoch 1635 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 2800.26 ms [2021-12-15 04:49:40 main:574] : INFO : Epoch 1636 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 2801.99 ms [2021-12-15 04:49:43 main:574] : INFO : Epoch 1637 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2795.26 ms [2021-12-15 04:49:45 main:574] : INFO : Epoch 1638 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2798.12 ms [2021-12-15 04:49:48 main:574] : INFO : Epoch 1639 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 2796.32 ms [2021-12-15 04:49:51 main:574] : INFO : Epoch 1640 | loss: 0.0312476 | val_loss: 0.0312459 | Time: 2801.79 ms [2021-12-15 04:49:54 main:574] : INFO : Epoch 1641 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2793 ms [2021-12-15 04:49:57 main:574] : INFO : Epoch 1642 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2795.61 ms [2021-12-15 04:49:59 main:574] : INFO : Epoch 1643 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2791.65 ms [2021-12-15 04:50:02 main:574] : INFO : Epoch 1644 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 2796.71 ms [2021-12-15 04:50:05 main:574] : INFO : Epoch 1645 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 2799.75 ms [2021-12-15 04:50:08 main:574] : INFO : Epoch 1646 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2802.12 ms [2021-12-15 04:50:11 main:574] : INFO : Epoch 1647 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2791.41 ms [2021-12-15 04:50:13 main:574] : INFO : Epoch 1648 | loss: 0.0312469 | val_loss: 0.0312478 | Time: 2802.14 ms [2021-12-15 04:50:16 main:574] : INFO : Epoch 1649 | loss: 0.0312494 | val_loss: 0.031246 | Time: 2799.17 ms [2021-12-15 04:50:19 main:574] : INFO : Epoch 1650 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2797.35 ms [2021-12-15 04:50:22 main:574] : INFO : Epoch 1651 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2804.4 ms [2021-12-15 04:50:25 main:574] : INFO : Epoch 1652 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2802.57 ms [2021-12-15 04:50:28 main:574] : INFO : Epoch 1653 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 2800.05 ms [2021-12-15 04:50:30 main:574] : INFO : Epoch 1654 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2801.85 ms [2021-12-15 04:50:33 main:574] : INFO : Epoch 1655 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2804.49 ms [2021-12-15 04:50:36 main:574] : INFO : Epoch 1656 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2798.81 ms [2021-12-15 04:50:39 main:574] : INFO : Epoch 1657 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2800.56 ms [2021-12-15 04:50:42 main:574] : INFO : Epoch 1658 | loss: 0.031246 | val_loss: 0.031247 | Time: 2806.24 ms [2021-12-15 04:50:44 main:574] : INFO : Epoch 1659 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2802.06 ms [2021-12-15 04:50:47 main:574] : INFO : Epoch 1660 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 2795.18 ms [2021-12-15 04:50:50 main:574] : INFO : Epoch 1661 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 2801.26 ms [2021-12-15 04:50:53 main:574] : INFO : Epoch 1662 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 2793.08 ms [2021-12-15 04:50:56 main:574] : INFO : Epoch 1663 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 2803.92 ms [2021-12-15 04:50:58 main:574] : INFO : Epoch 1664 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2793.31 ms [2021-12-15 04:51:01 main:574] : INFO : Epoch 1665 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2796.08 ms [2021-12-15 04:51:04 main:574] : INFO : Epoch 1666 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2796.88 ms [2021-12-15 04:51:07 main:574] : INFO : Epoch 1667 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2795.94 ms [2021-12-15 04:51:10 main:574] : INFO : Epoch 1668 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2794.84 ms [2021-12-15 04:51:12 main:574] : INFO : Epoch 1669 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2794.96 ms [2021-12-15 04:51:15 main:574] : INFO : Epoch 1670 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 2796.38 ms [2021-12-15 04:51:18 main:574] : INFO : Epoch 1671 | loss: 0.0312466 | val_loss: 0.031247 | Time: 2806.87 ms [2021-12-15 04:51:21 main:574] : INFO : Epoch 1672 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 2799.44 ms [2021-12-15 04:51:24 main:574] : INFO : Epoch 1673 | loss: 0.0312477 | val_loss: 0.031246 | Time: 2798.41 ms [2021-12-15 04:51:26 main:574] : INFO : Epoch 1674 | loss: 0.0312466 | val_loss: 0.031247 | Time: 2798.45 ms [2021-12-15 04:51:29 main:574] : INFO : Epoch 1675 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2801.33 ms [2021-12-15 04:51:32 main:574] : INFO : Epoch 1676 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 2797.31 ms [2021-12-15 04:51:35 main:574] : INFO : Epoch 1677 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2801.71 ms [2021-12-15 04:51:38 main:574] : INFO : Epoch 1678 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2791.98 ms [2021-12-15 04:51:40 main:574] : INFO : Epoch 1679 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 2796.46 ms [2021-12-15 04:51:43 main:574] : INFO : Epoch 1680 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2799.58 ms [2021-12-15 04:51:46 main:574] : INFO : Epoch 1681 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2797.77 ms [2021-12-15 04:51:49 main:574] : INFO : Epoch 1682 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2797.76 ms [2021-12-15 04:51:52 main:574] : INFO : Epoch 1683 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2794.28 ms [2021-12-15 04:51:54 main:574] : INFO : Epoch 1684 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2793.91 ms [2021-12-15 04:51:57 main:574] : INFO : Epoch 1685 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 2799.71 ms [2021-12-15 04:52:00 main:574] : INFO : Epoch 1686 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2794.44 ms [2021-12-15 04:52:03 main:574] : INFO : Epoch 1687 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2801.64 ms [2021-12-15 04:52:06 main:574] : INFO : Epoch 1688 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2797.4 ms [2021-12-15 04:52:08 main:574] : INFO : Epoch 1689 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2798.74 ms [2021-12-15 04:52:11 main:574] : INFO : Epoch 1690 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 2795.52 ms [2021-12-15 04:52:14 main:574] : INFO : Epoch 1691 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2804.93 ms [2021-12-15 04:52:17 main:574] : INFO : Epoch 1692 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 2798 ms [2021-12-15 04:52:20 main:574] : INFO : Epoch 1693 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2796.39 ms [2021-12-15 04:52:23 main:574] : INFO : Epoch 1694 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2800.68 ms [2021-12-15 04:52:25 main:574] : INFO : Epoch 1695 | loss: 0.0312484 | val_loss: 0.0312455 | Time: 2796.58 ms [2021-12-15 04:52:28 main:574] : INFO : Epoch 1696 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 2800.56 ms [2021-12-15 04:52:31 main:574] : INFO : Epoch 1697 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 2797.73 ms [2021-12-15 04:52:34 main:574] : INFO : Epoch 1698 | loss: 0.0312473 | val_loss: 0.0312457 | Time: 2797.51 ms [2021-12-15 04:52:37 main:574] : INFO : Epoch 1699 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2800.29 ms [2021-12-15 04:52:39 main:574] : INFO : Epoch 1700 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2794.25 ms [2021-12-15 04:52:42 main:574] : INFO : Epoch 1701 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2801.06 ms [2021-12-15 04:52:45 main:574] : INFO : Epoch 1702 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2795.71 ms [2021-12-15 04:52:48 main:574] : INFO : Epoch 1703 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2803.13 ms [2021-12-15 04:52:51 main:574] : INFO : Epoch 1704 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 2796.11 ms [2021-12-15 04:52:53 main:574] : INFO : Epoch 1705 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 2796.27 ms [2021-12-15 04:52:56 main:574] : INFO : Epoch 1706 | loss: 0.0312478 | val_loss: 0.0312459 | Time: 2804.41 ms [2021-12-15 04:52:59 main:574] : INFO : Epoch 1707 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2802.8 ms [2021-12-15 04:53:02 main:574] : INFO : Epoch 1708 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2800.82 ms [2021-12-15 04:53:05 main:574] : INFO : Epoch 1709 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2794.84 ms [2021-12-15 04:53:07 main:574] : INFO : Epoch 1710 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 2797.06 ms [2021-12-15 04:53:10 main:574] : INFO : Epoch 1711 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 2792.12 ms [2021-12-15 04:53:13 main:574] : INFO : Epoch 1712 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2799.51 ms [2021-12-15 04:53:16 main:574] : INFO : Epoch 1713 | loss: 0.0312465 | val_loss: 0.0312484 | Time: 2797.92 ms [2021-12-15 04:53:19 main:574] : INFO : Epoch 1714 | loss: 0.031247 | val_loss: 0.0312468 | Time: 2796.35 ms [2021-12-15 04:53:21 main:574] : INFO : Epoch 1715 | loss: 0.0312463 | val_loss: 0.0312481 | Time: 2792.7 ms [2021-12-15 04:53:24 main:574] : INFO : Epoch 1716 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 2804.3 ms [2021-12-15 04:53:27 main:574] : INFO : Epoch 1717 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2794.36 ms [2021-12-15 04:53:30 main:574] : INFO : Epoch 1718 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2797.12 ms [2021-12-15 04:53:33 main:574] : INFO : Epoch 1719 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2800.73 ms [2021-12-15 04:53:35 main:574] : INFO : Epoch 1720 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2801.94 ms [2021-12-15 04:53:38 main:574] : INFO : Epoch 1721 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2793.65 ms [2021-12-15 04:53:41 main:574] : INFO : Epoch 1722 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2799 ms [2021-12-15 04:53:44 main:574] : INFO : Epoch 1723 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2798.51 ms [2021-12-15 04:53:47 main:574] : INFO : Epoch 1724 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2804.18 ms [2021-12-15 04:53:49 main:574] : INFO : Epoch 1725 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2801.21 ms [2021-12-15 04:53:52 main:574] : INFO : Epoch 1726 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2796.86 ms [2021-12-15 04:53:55 main:574] : INFO : Epoch 1727 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 2794.84 ms [2021-12-15 04:53:58 main:574] : INFO : Epoch 1728 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 2799.7 ms [2021-12-15 04:54:01 main:574] : INFO : Epoch 1729 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 2797.47 ms [2021-12-15 04:54:03 main:574] : INFO : Epoch 1730 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 2797.59 ms [2021-12-15 04:54:06 main:574] : INFO : Epoch 1731 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 2796.17 ms [2021-12-15 04:54:09 main:574] : INFO : Epoch 1732 | loss: 0.031247 | val_loss: 0.0312456 | Time: 2792.89 ms [2021-12-15 04:54:12 main:574] : INFO : Epoch 1733 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2796.58 ms [2021-12-15 04:54:15 main:574] : INFO : Epoch 1734 | loss: 0.031247 | val_loss: 0.0312454 | Time: 2797.62 ms [2021-12-15 04:54:18 main:574] : INFO : Epoch 1735 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 2801.25 ms [2021-12-15 04:54:20 main:574] : INFO : Epoch 1736 | loss: 0.0312462 | val_loss: 0.0312487 | Time: 2795.83 ms [2021-12-15 04:54:23 main:574] : INFO : Epoch 1737 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2794.1 ms [2021-12-15 04:54:26 main:574] : INFO : Epoch 1738 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2802.09 ms [2021-12-15 04:54:29 main:574] : INFO : Epoch 1739 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2792.54 ms [2021-12-15 04:54:32 main:574] : INFO : Epoch 1740 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 2798.26 ms [2021-12-15 04:54:34 main:574] : INFO : Epoch 1741 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2799.77 ms [2021-12-15 04:54:37 main:574] : INFO : Epoch 1742 | loss: 0.0312482 | val_loss: 0.0312459 | Time: 2802.42 ms [2021-12-15 04:54:40 main:574] : INFO : Epoch 1743 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2800.51 ms [2021-12-15 04:54:43 main:574] : INFO : Epoch 1744 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2793.14 ms [2021-12-15 04:54:46 main:574] : INFO : Epoch 1745 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2796.11 ms [2021-12-15 04:54:48 main:574] : INFO : Epoch 1746 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 2798.32 ms [2021-12-15 04:54:51 main:574] : INFO : Epoch 1747 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2796.43 ms [2021-12-15 04:54:54 main:574] : INFO : Epoch 1748 | loss: 0.0312462 | val_loss: 0.0312487 | Time: 2793.8 ms [2021-12-15 04:54:57 main:574] : INFO : Epoch 1749 | loss: 0.0312474 | val_loss: 0.0312455 | Time: 2791.67 ms [2021-12-15 04:55:00 main:574] : INFO : Epoch 1750 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2799.36 ms [2021-12-15 04:55:02 main:574] : INFO : Epoch 1751 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2794.56 ms [2021-12-15 04:55:05 main:574] : INFO : Epoch 1752 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 2797.35 ms [2021-12-15 04:55:08 main:574] : INFO : Epoch 1753 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2797.25 ms [2021-12-15 04:55:11 main:574] : INFO : Epoch 1754 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 2799.7 ms [2021-12-15 04:55:14 main:574] : INFO : Epoch 1755 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2798.19 ms [2021-12-15 04:55:16 main:574] : INFO : Epoch 1756 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2793.45 ms [2021-12-15 04:55:19 main:574] : INFO : Epoch 1757 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2799.25 ms [2021-12-15 04:55:22 main:574] : INFO : Epoch 1758 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2797.92 ms [2021-12-15 04:55:25 main:574] : INFO : Epoch 1759 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2798.26 ms [2021-12-15 04:55:28 main:574] : INFO : Epoch 1760 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2796.37 ms [2021-12-15 04:55:30 main:574] : INFO : Epoch 1761 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2797.53 ms [2021-12-15 04:55:33 main:574] : INFO : Epoch 1762 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2798.76 ms [2021-12-15 04:55:36 main:574] : INFO : Epoch 1763 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2795.13 ms [2021-12-15 04:55:39 main:574] : INFO : Epoch 1764 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2796.51 ms [2021-12-15 04:55:42 main:574] : INFO : Epoch 1765 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 2793.37 ms [2021-12-15 04:55:44 main:574] : INFO : Epoch 1766 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2798.76 ms [2021-12-15 04:55:47 main:574] : INFO : Epoch 1767 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2797.82 ms [2021-12-15 04:55:50 main:574] : INFO : Epoch 1768 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 2792.45 ms [2021-12-15 04:55:53 main:574] : INFO : Epoch 1769 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2804.07 ms [2021-12-15 04:55:56 main:574] : INFO : Epoch 1770 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2798.2 ms [2021-12-15 04:55:58 main:574] : INFO : Epoch 1771 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 2802.15 ms [2021-12-15 04:56:01 main:574] : INFO : Epoch 1772 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2793.81 ms [2021-12-15 04:56:04 main:574] : INFO : Epoch 1773 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2795.04 ms [2021-12-15 04:56:07 main:574] : INFO : Epoch 1774 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2797.09 ms [2021-12-15 04:56:10 main:574] : INFO : Epoch 1775 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2797.28 ms [2021-12-15 04:56:12 main:574] : INFO : Epoch 1776 | loss: 0.031246 | val_loss: 0.0312453 | Time: 2802.88 ms [2021-12-15 04:56:15 main:574] : INFO : Epoch 1777 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2800.48 ms [2021-12-15 04:56:18 main:574] : INFO : Epoch 1778 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2795.16 ms [2021-12-15 04:56:21 main:574] : INFO : Epoch 1779 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2796.11 ms [2021-12-15 04:56:24 main:574] : INFO : Epoch 1780 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 2798.07 ms [2021-12-15 04:56:26 main:574] : INFO : Epoch 1781 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 2800.22 ms [2021-12-15 04:56:29 main:574] : INFO : Epoch 1782 | loss: 0.031247 | val_loss: 0.0312465 | Time: 2802.5 ms [2021-12-15 04:56:32 main:574] : INFO : Epoch 1783 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2799.16 ms [2021-12-15 04:56:35 main:574] : INFO : Epoch 1784 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2795.32 ms [2021-12-15 04:56:38 main:574] : INFO : Epoch 1785 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2800.24 ms [2021-12-15 04:56:40 main:574] : INFO : Epoch 1786 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 2798.06 ms [2021-12-15 04:56:43 main:574] : INFO : Epoch 1787 | loss: 0.0312524 | val_loss: 0.0312564 | Time: 2797.61 ms [2021-12-15 04:56:46 main:574] : INFO : Epoch 1788 | loss: 0.0312556 | val_loss: 0.0312467 | Time: 2798.7 ms [2021-12-15 04:56:49 main:574] : INFO : Epoch 1789 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 2799.34 ms [2021-12-15 04:56:52 main:574] : INFO : Epoch 1790 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 2796.81 ms [2021-12-15 04:56:54 main:574] : INFO : Epoch 1791 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2796.71 ms [2021-12-15 04:56:57 main:574] : INFO : Epoch 1792 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2797.52 ms [2021-12-15 04:57:00 main:574] : INFO : Epoch 1793 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2799.27 ms [2021-12-15 04:57:03 main:574] : INFO : Epoch 1794 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 2799.98 ms [2021-12-15 04:57:06 main:574] : INFO : Epoch 1795 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 2802.42 ms [2021-12-15 04:57:09 main:574] : INFO : Epoch 1796 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2799.88 ms [2021-12-15 04:57:11 main:574] : INFO : Epoch 1797 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 2794.58 ms [2021-12-15 04:57:14 main:574] : INFO : Epoch 1798 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2794.32 ms [2021-12-15 04:57:17 main:574] : INFO : Epoch 1799 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 2798.34 ms [2021-12-15 04:57:20 main:574] : INFO : Epoch 1800 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2799.44 ms [2021-12-15 04:57:23 main:574] : INFO : Epoch 1801 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2795.23 ms [2021-12-15 04:57:25 main:574] : INFO : Epoch 1802 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2792.48 ms [2021-12-15 04:57:28 main:574] : INFO : Epoch 1803 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2800.94 ms [2021-12-15 04:57:31 main:574] : INFO : Epoch 1804 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2797.23 ms [2021-12-15 04:57:34 main:574] : INFO : Epoch 1805 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2800.88 ms [2021-12-15 04:57:37 main:574] : INFO : Epoch 1806 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2797.76 ms [2021-12-15 04:57:39 main:574] : INFO : Epoch 1807 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2792.47 ms [2021-12-15 04:57:42 main:574] : INFO : Epoch 1808 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2801.41 ms [2021-12-15 04:57:45 main:574] : INFO : Epoch 1809 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2804.09 ms [2021-12-15 04:57:48 main:574] : INFO : Epoch 1810 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2795.88 ms [2021-12-15 04:57:51 main:574] : INFO : Epoch 1811 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2791.26 ms [2021-12-15 04:57:53 main:574] : INFO : Epoch 1812 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2799.33 ms [2021-12-15 04:57:56 main:574] : INFO : Epoch 1813 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2792.84 ms [2021-12-15 04:57:59 main:574] : INFO : Epoch 1814 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2797.08 ms [2021-12-15 04:58:02 main:574] : INFO : Epoch 1815 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2797.35 ms [2021-12-15 04:58:05 main:574] : INFO : Epoch 1816 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2797.85 ms [2021-12-15 04:58:07 main:574] : INFO : Epoch 1817 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 2808.14 ms [2021-12-15 04:58:10 main:574] : INFO : Epoch 1818 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 2794.6 ms [2021-12-15 04:58:13 main:574] : INFO : Epoch 1819 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2805.2 ms [2021-12-15 04:58:16 main:574] : INFO : Epoch 1820 | loss: 0.0312487 | val_loss: 0.0312456 | Time: 2798.31 ms [2021-12-15 04:58:19 main:574] : INFO : Epoch 1821 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 2796.12 ms [2021-12-15 04:58:21 main:574] : INFO : Epoch 1822 | loss: 0.031246 | val_loss: 0.031246 | Time: 2797.48 ms [2021-12-15 04:58:24 main:574] : INFO : Epoch 1823 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2795.04 ms [2021-12-15 04:58:27 main:574] : INFO : Epoch 1824 | loss: 0.031247 | val_loss: 0.0312458 | Time: 2789.06 ms [2021-12-15 04:58:30 main:574] : INFO : Epoch 1825 | loss: 0.0312464 | val_loss: 0.031246 | Time: 2794.31 ms [2021-12-15 04:58:33 main:574] : INFO : Epoch 1826 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2793.07 ms [2021-12-15 04:58:35 main:574] : INFO : Epoch 1827 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2794.2 ms [2021-12-15 04:58:38 main:574] : INFO : Epoch 1828 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 2799.5 ms [2021-12-15 04:58:41 main:574] : INFO : Epoch 1829 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 2800.44 ms [2021-12-15 04:58:44 main:574] : INFO : Epoch 1830 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2800.86 ms [2021-12-15 04:58:47 main:574] : INFO : Epoch 1831 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 2794.88 ms [2021-12-15 04:58:49 main:574] : INFO : Epoch 1832 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2796.53 ms [2021-12-15 04:58:52 main:574] : INFO : Epoch 1833 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 2795.91 ms [2021-12-15 04:58:55 main:574] : INFO : Epoch 1834 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2794.31 ms [2021-12-15 04:58:58 main:574] : INFO : Epoch 1835 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 2799.35 ms [2021-12-15 04:59:01 main:574] : INFO : Epoch 1836 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2797.91 ms [2021-12-15 04:59:03 main:574] : INFO : Epoch 1837 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2800.43 ms [2021-12-15 04:59:06 main:574] : INFO : Epoch 1838 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2797.45 ms [2021-12-15 04:59:09 main:574] : INFO : Epoch 1839 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 2797.05 ms [2021-12-15 04:59:12 main:574] : INFO : Epoch 1840 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2795.77 ms [2021-12-15 04:59:15 main:574] : INFO : Epoch 1841 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2800.58 ms [2021-12-15 04:59:17 main:574] : INFO : Epoch 1842 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2796.31 ms [2021-12-15 04:59:20 main:574] : INFO : Epoch 1843 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 2793.07 ms [2021-12-15 04:59:23 main:574] : INFO : Epoch 1844 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2797.45 ms [2021-12-15 04:59:26 main:574] : INFO : Epoch 1845 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2794.07 ms [2021-12-15 04:59:29 main:574] : INFO : Epoch 1846 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 2790.82 ms [2021-12-15 04:59:31 main:574] : INFO : Epoch 1847 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2793.55 ms [2021-12-15 04:59:34 main:574] : INFO : Epoch 1848 | loss: 0.031247 | val_loss: 0.0312497 | Time: 2797.19 ms [2021-12-15 04:59:37 main:574] : INFO : Epoch 1849 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 2800.76 ms [2021-12-15 04:59:40 main:574] : INFO : Epoch 1850 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2796.71 ms [2021-12-15 04:59:43 main:574] : INFO : Epoch 1851 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 2798.5 ms [2021-12-15 04:59:45 main:574] : INFO : Epoch 1852 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 2801.74 ms [2021-12-15 04:59:48 main:574] : INFO : Epoch 1853 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 2802.52 ms [2021-12-15 04:59:51 main:574] : INFO : Epoch 1854 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2793.19 ms [2021-12-15 04:59:54 main:574] : INFO : Epoch 1855 | loss: 0.0312482 | val_loss: 0.0312528 | Time: 2792.67 ms [2021-12-15 04:59:57 main:574] : INFO : Epoch 1856 | loss: 0.031249 | val_loss: 0.0312485 | Time: 2796.85 ms [2021-12-15 04:59:59 main:574] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.0312463 | Time: 2796.73 ms [2021-12-15 05:00:02 main:574] : INFO : Epoch 1858 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2798.57 ms [2021-12-15 05:00:05 main:574] : INFO : Epoch 1859 | loss: 0.031247 | val_loss: 0.0312474 | Time: 2800.68 ms [2021-12-15 05:00:08 main:574] : INFO : Epoch 1860 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2792.86 ms [2021-12-15 05:00:11 main:574] : INFO : Epoch 1861 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2803.52 ms [2021-12-15 05:00:14 main:574] : INFO : Epoch 1862 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2797.13 ms [2021-12-15 05:00:16 main:574] : INFO : Epoch 1863 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2796.91 ms [2021-12-15 05:00:19 main:574] : INFO : Epoch 1864 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2797.43 ms [2021-12-15 05:00:22 main:574] : INFO : Epoch 1865 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2799.56 ms [2021-12-15 05:00:25 main:574] : INFO : Epoch 1866 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2805.54 ms [2021-12-15 05:00:28 main:574] : INFO : Epoch 1867 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2863.53 ms [2021-12-15 05:00:30 main:574] : INFO : Epoch 1868 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2804.58 ms [2021-12-15 05:00:33 main:574] : INFO : Epoch 1869 | loss: 0.031246 | val_loss: 0.031246 | Time: 2804.54 ms [2021-12-15 05:00:36 main:574] : INFO : Epoch 1870 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2838.57 ms [2021-12-15 05:00:39 main:574] : INFO : Epoch 1871 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 2812.44 ms [2021-12-15 05:00:42 main:574] : INFO : Epoch 1872 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2800.72 ms [2021-12-15 05:00:45 main:574] : INFO : Epoch 1873 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 2805.46 ms [2021-12-15 05:00:47 main:574] : INFO : Epoch 1874 | loss: 0.0312466 | val_loss: 0.0312474 | Time: 2804.5 ms [2021-12-15 05:00:50 main:574] : INFO : Epoch 1875 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 2805.04 ms [2021-12-15 05:00:53 main:574] : INFO : Epoch 1876 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2803.69 ms [2021-12-15 05:00:56 main:574] : INFO : Epoch 1877 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2805.07 ms [2021-12-15 05:00:59 main:574] : INFO : Epoch 1878 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2809.04 ms [2021-12-15 05:01:01 main:574] : INFO : Epoch 1879 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2807.55 ms [2021-12-15 05:01:04 main:574] : INFO : Epoch 1880 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2801.87 ms [2021-12-15 05:01:07 main:574] : INFO : Epoch 1881 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2801.87 ms [2021-12-15 05:01:10 main:574] : INFO : Epoch 1882 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2803.02 ms [2021-12-15 05:01:13 main:574] : INFO : Epoch 1883 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 2802.36 ms [2021-12-15 05:01:15 main:574] : INFO : Epoch 1884 | loss: 0.0312462 | val_loss: 0.031246 | Time: 2809.11 ms [2021-12-15 05:01:18 main:574] : INFO : Epoch 1885 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2798.9 ms [2021-12-15 05:01:21 main:574] : INFO : Epoch 1886 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2802.25 ms [2021-12-15 05:01:24 main:574] : INFO : Epoch 1887 | loss: 0.0312479 | val_loss: 0.0312455 | Time: 2804.15 ms [2021-12-15 05:01:27 main:574] : INFO : Epoch 1888 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 2801.45 ms [2021-12-15 05:01:29 main:574] : INFO : Epoch 1889 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2801.33 ms [2021-12-15 05:01:32 main:574] : INFO : Epoch 1890 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2804.36 ms [2021-12-15 05:01:35 main:574] : INFO : Epoch 1891 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2806.18 ms [2021-12-15 05:01:38 main:574] : INFO : Epoch 1892 | loss: 0.0312462 | val_loss: 0.0312501 | Time: 2807.6 ms [2021-12-15 05:01:41 main:574] : INFO : Epoch 1893 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2798.37 ms [2021-12-15 05:01:43 main:574] : INFO : Epoch 1894 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2802.42 ms [2021-12-15 05:01:46 main:574] : INFO : Epoch 1895 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2808.44 ms [2021-12-15 05:01:49 main:574] : INFO : Epoch 1896 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2803.75 ms [2021-12-15 05:01:52 main:574] : INFO : Epoch 1897 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 2809.91 ms [2021-12-15 05:01:55 main:574] : INFO : Epoch 1898 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2814.71 ms [2021-12-15 05:01:58 main:574] : INFO : Epoch 1899 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2807.5 ms [2021-12-15 05:02:00 main:574] : INFO : Epoch 1900 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 2805.69 ms [2021-12-15 05:02:03 main:574] : INFO : Epoch 1901 | loss: 0.0312476 | val_loss: 0.0312454 | Time: 2801.1 ms [2021-12-15 05:02:06 main:574] : INFO : Epoch 1902 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2801.57 ms [2021-12-15 05:02:09 main:574] : INFO : Epoch 1903 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2802.81 ms [2021-12-15 05:02:12 main:574] : INFO : Epoch 1904 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2813.97 ms [2021-12-15 05:02:14 main:574] : INFO : Epoch 1905 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 2802.08 ms [2021-12-15 05:02:17 main:574] : INFO : Epoch 1906 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2791.9 ms [2021-12-15 05:02:20 main:574] : INFO : Epoch 1907 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2801.49 ms [2021-12-15 05:02:23 main:574] : INFO : Epoch 1908 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2802.51 ms [2021-12-15 05:02:26 main:574] : INFO : Epoch 1909 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2804.51 ms [2021-12-15 05:02:28 main:574] : INFO : Epoch 1910 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 2803.31 ms [2021-12-15 05:02:31 main:574] : INFO : Epoch 1911 | loss: 0.031248 | val_loss: 0.0312473 | Time: 2801.23 ms [2021-12-15 05:02:34 main:574] : INFO : Epoch 1912 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 2802.45 ms [2021-12-15 05:02:37 main:574] : INFO : Epoch 1913 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2807.18 ms [2021-12-15 05:02:40 main:574] : INFO : Epoch 1914 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 2801.69 ms [2021-12-15 05:02:43 main:574] : INFO : Epoch 1915 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 2801.56 ms [2021-12-15 05:02:45 main:574] : INFO : Epoch 1916 | loss: 0.0312479 | val_loss: 0.0312459 | Time: 2804.07 ms [2021-12-15 05:02:48 main:574] : INFO : Epoch 1917 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2797.22 ms [2021-12-15 05:02:51 main:574] : INFO : Epoch 1918 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2798.21 ms [2021-12-15 05:02:54 main:574] : INFO : Epoch 1919 | loss: 0.0312467 | val_loss: 0.0312491 | Time: 2797.27 ms [2021-12-15 05:02:57 main:574] : INFO : Epoch 1920 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2802.41 ms [2021-12-15 05:02:59 main:574] : INFO : Epoch 1921 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2803.26 ms [2021-12-15 05:03:02 main:574] : INFO : Epoch 1922 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 2804.8 ms [2021-12-15 05:03:05 main:574] : INFO : Epoch 1923 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2806.73 ms [2021-12-15 05:03:08 main:574] : INFO : Epoch 1924 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2805.45 ms [2021-12-15 05:03:11 main:574] : INFO : Epoch 1925 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2807.32 ms [2021-12-15 05:03:13 main:574] : INFO : Epoch 1926 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2799.01 ms [2021-12-15 05:03:16 main:574] : INFO : Epoch 1927 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2801.41 ms [2021-12-15 05:03:19 main:574] : INFO : Epoch 1928 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 2810.73 ms [2021-12-15 05:03:22 main:574] : INFO : Epoch 1929 | loss: 0.031247 | val_loss: 0.0312487 | Time: 2806.4 ms [2021-12-15 05:03:25 main:574] : INFO : Epoch 1930 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 2806.39 ms [2021-12-15 05:03:27 main:574] : INFO : Epoch 1931 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 2806.31 ms [2021-12-15 05:03:30 main:574] : INFO : Epoch 1932 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2808.71 ms [2021-12-15 05:03:33 main:574] : INFO : Epoch 1933 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2797.17 ms [2021-12-15 05:03:36 main:574] : INFO : Epoch 1934 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 2807.09 ms [2021-12-15 05:03:39 main:574] : INFO : Epoch 1935 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2804.04 ms [2021-12-15 05:03:42 main:574] : INFO : Epoch 1936 | loss: 0.0312466 | val_loss: 0.031247 | Time: 2800.58 ms [2021-12-15 05:03:44 main:574] : INFO : Epoch 1937 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 2796.67 ms [2021-12-15 05:03:47 main:574] : INFO : Epoch 1938 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 2799.36 ms [2021-12-15 05:03:50 main:574] : INFO : Epoch 1939 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2811.05 ms [2021-12-15 05:03:53 main:574] : INFO : Epoch 1940 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2809.45 ms [2021-12-15 05:03:56 main:574] : INFO : Epoch 1941 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2804.67 ms [2021-12-15 05:03:58 main:574] : INFO : Epoch 1942 | loss: 0.0312479 | val_loss: 0.0312462 | Time: 2799.99 ms [2021-12-15 05:04:01 main:574] : INFO : Epoch 1943 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 2800.63 ms [2021-12-15 05:04:04 main:574] : INFO : Epoch 1944 | loss: 0.0312478 | val_loss: 0.0312494 | Time: 2806.5 ms [2021-12-15 05:04:07 main:574] : INFO : Epoch 1945 | loss: 0.0312484 | val_loss: 0.0312505 | Time: 2798.39 ms [2021-12-15 05:04:10 main:574] : INFO : Epoch 1946 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2799.72 ms [2021-12-15 05:04:12 main:574] : INFO : Epoch 1947 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 2794.71 ms [2021-12-15 05:04:15 main:574] : INFO : Epoch 1948 | loss: 0.0312462 | val_loss: 0.031246 | Time: 2800.13 ms [2021-12-15 05:04:18 main:574] : INFO : Epoch 1949 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2810.22 ms [2021-12-15 05:04:21 main:574] : INFO : Epoch 1950 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2805.46 ms [2021-12-15 05:04:24 main:574] : INFO : Epoch 1951 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 2801.78 ms [2021-12-15 05:04:26 main:574] : INFO : Epoch 1952 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2810.35 ms [2021-12-15 05:04:29 main:574] : INFO : Epoch 1953 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2794.13 ms [2021-12-15 05:04:32 main:574] : INFO : Epoch 1954 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2804.21 ms [2021-12-15 05:04:35 main:574] : INFO : Epoch 1955 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2809.64 ms [2021-12-15 05:04:38 main:574] : INFO : Epoch 1956 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2802.56 ms [2021-12-15 05:04:41 main:574] : INFO : Epoch 1957 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 2801.04 ms [2021-12-15 05:04:43 main:574] : INFO : Epoch 1958 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2801.63 ms [2021-12-15 05:04:46 main:574] : INFO : Epoch 1959 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2797.08 ms [2021-12-15 05:04:49 main:574] : INFO : Epoch 1960 | loss: 0.031246 | val_loss: 0.031246 | Time: 2804.16 ms [2021-12-15 05:04:52 main:574] : INFO : Epoch 1961 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 2804.81 ms [2021-12-15 05:04:55 main:574] : INFO : Epoch 1962 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 2806.11 ms [2021-12-15 05:04:57 main:574] : INFO : Epoch 1963 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 2801.5 ms [2021-12-15 05:05:00 main:574] : INFO : Epoch 1964 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 2800.68 ms [2021-12-15 05:05:03 main:574] : INFO : Epoch 1965 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2804.28 ms [2021-12-15 05:05:06 main:574] : INFO : Epoch 1966 | loss: 0.0312472 | val_loss: 0.031246 | Time: 2807.2 ms [2021-12-15 05:05:09 main:574] : INFO : Epoch 1967 | loss: 0.0312471 | val_loss: 0.0312457 | Time: 2805.47 ms [2021-12-15 05:05:11 main:574] : INFO : Epoch 1968 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2806.3 ms [2021-12-15 05:05:14 main:574] : INFO : Epoch 1969 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 2799.53 ms [2021-12-15 05:05:17 main:574] : INFO : Epoch 1970 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 2804.66 ms [2021-12-15 05:05:20 main:574] : INFO : Epoch 1971 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2804.94 ms [2021-12-15 05:05:23 main:574] : INFO : Epoch 1972 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2804.31 ms [2021-12-15 05:05:25 main:574] : INFO : Epoch 1973 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2807.44 ms [2021-12-15 05:05:28 main:574] : INFO : Epoch 1974 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2804.74 ms [2021-12-15 05:05:31 main:574] : INFO : Epoch 1975 | loss: 0.0312465 | val_loss: 0.0312496 | Time: 2798.35 ms [2021-12-15 05:05:34 main:574] : INFO : Epoch 1976 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 2809.55 ms [2021-12-15 05:05:37 main:574] : INFO : Epoch 1977 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2800.3 ms [2021-12-15 05:05:39 main:574] : INFO : Epoch 1978 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2801.46 ms [2021-12-15 05:05:42 main:574] : INFO : Epoch 1979 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2800.25 ms [2021-12-15 05:05:45 main:574] : INFO : Epoch 1980 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2810.57 ms [2021-12-15 05:05:48 main:574] : INFO : Epoch 1981 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 2806.58 ms [2021-12-15 05:05:51 main:574] : INFO : Epoch 1982 | loss: 0.0312469 | val_loss: 0.0312493 | Time: 2801.77 ms [2021-12-15 05:05:54 main:574] : INFO : Epoch 1983 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 2801.49 ms [2021-12-15 05:05:56 main:574] : INFO : Epoch 1984 | loss: 0.0312464 | val_loss: 0.0312479 | Time: 2800.67 ms [2021-12-15 05:05:59 main:574] : INFO : Epoch 1985 | loss: 0.0312474 | val_loss: 0.031246 | Time: 2806.32 ms [2021-12-15 05:06:02 main:574] : INFO : Epoch 1986 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2813.33 ms [2021-12-15 05:06:05 main:574] : INFO : Epoch 1987 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2813.68 ms [2021-12-15 05:06:08 main:574] : INFO : Epoch 1988 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 2808.84 ms [2021-12-15 05:06:10 main:574] : INFO : Epoch 1989 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2799.04 ms [2021-12-15 05:06:13 main:574] : INFO : Epoch 1990 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2807.09 ms [2021-12-15 05:06:16 main:574] : INFO : Epoch 1991 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 2803.7 ms [2021-12-15 05:06:19 main:574] : INFO : Epoch 1992 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 2798.84 ms [2021-12-15 05:06:22 main:574] : INFO : Epoch 1993 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2805.26 ms [2021-12-15 05:06:24 main:574] : INFO : Epoch 1994 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2804.47 ms [2021-12-15 05:06:27 main:574] : INFO : Epoch 1995 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2799.08 ms [2021-12-15 05:06:30 main:574] : INFO : Epoch 1996 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2795.37 ms [2021-12-15 05:06:33 main:574] : INFO : Epoch 1997 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2801.66 ms [2021-12-15 05:06:36 main:574] : INFO : Epoch 1998 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2797.4 ms [2021-12-15 05:06:38 main:574] : INFO : Epoch 1999 | loss: 0.031247 | val_loss: 0.0312459 | Time: 2806.32 ms [2021-12-15 05:06:41 main:574] : INFO : Epoch 2000 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2797.6 ms [2021-12-15 05:06:44 main:574] : INFO : Epoch 2001 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2801.42 ms [2021-12-15 05:06:47 main:574] : INFO : Epoch 2002 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2813.07 ms [2021-12-15 05:06:50 main:574] : INFO : Epoch 2003 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2805.55 ms [2021-12-15 05:06:53 main:574] : INFO : Epoch 2004 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2801.9 ms [2021-12-15 05:06:55 main:574] : INFO : Epoch 2005 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2801.98 ms [2021-12-15 05:06:58 main:574] : INFO : Epoch 2006 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2797.29 ms [2021-12-15 05:07:01 main:574] : INFO : Epoch 2007 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2801.28 ms [2021-12-15 05:07:04 main:574] : INFO : Epoch 2008 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2804.53 ms [2021-12-15 05:07:07 main:574] : INFO : Epoch 2009 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2806.79 ms [2021-12-15 05:07:09 main:574] : INFO : Epoch 2010 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2808.22 ms [2021-12-15 05:07:12 main:574] : INFO : Epoch 2011 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 2803.54 ms [2021-12-15 05:07:15 main:574] : INFO : Epoch 2012 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 2802.37 ms [2021-12-15 05:07:18 main:574] : INFO : Epoch 2013 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2806.14 ms [2021-12-15 05:07:21 main:574] : INFO : Epoch 2014 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2810.8 ms [2021-12-15 05:07:23 main:574] : INFO : Epoch 2015 | loss: 0.031247 | val_loss: 0.0312454 | Time: 2807.28 ms [2021-12-15 05:07:26 main:574] : INFO : Epoch 2016 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 2805.29 ms [2021-12-15 05:07:29 main:574] : INFO : Epoch 2017 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 2806.67 ms [2021-12-15 05:07:32 main:574] : INFO : Epoch 2018 | loss: 0.0312489 | val_loss: 0.0312512 | Time: 2803.55 ms [2021-12-15 05:07:35 main:574] : INFO : Epoch 2019 | loss: 0.031248 | val_loss: 0.0312481 | Time: 2804.85 ms [2021-12-15 05:07:38 main:574] : INFO : Epoch 2020 | loss: 0.0312468 | val_loss: 0.0312472 | Time: 2801.78 ms [2021-12-15 05:07:40 main:574] : INFO : Epoch 2021 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2799.5 ms [2021-12-15 05:07:43 main:574] : INFO : Epoch 2022 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 2804.03 ms [2021-12-15 05:07:46 main:574] : INFO : Epoch 2023 | loss: 0.0312477 | val_loss: 0.0312464 | Time: 2802.65 ms [2021-12-15 05:07:49 main:574] : INFO : Epoch 2024 | loss: 0.0312507 | val_loss: 0.0312479 | Time: 2804.65 ms [2021-12-15 05:07:52 main:574] : INFO : Epoch 2025 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 2802.48 ms [2021-12-15 05:07:54 main:574] : INFO : Epoch 2026 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2802.57 ms [2021-12-15 05:07:57 main:574] : INFO : Epoch 2027 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 2797.37 ms [2021-12-15 05:08:00 main:574] : INFO : Epoch 2028 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2802.28 ms [2021-12-15 05:08:03 main:574] : INFO : Epoch 2029 | loss: 0.0312466 | val_loss: 0.0312486 | Time: 2804.99 ms [2021-12-15 05:08:06 main:574] : INFO : Epoch 2030 | loss: 0.0312471 | val_loss: 0.0312457 | Time: 2798.05 ms [2021-12-15 05:08:08 main:574] : INFO : Epoch 2031 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 2803.65 ms [2021-12-15 05:08:11 main:574] : INFO : Epoch 2032 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 2805.32 ms [2021-12-15 05:08:14 main:574] : INFO : Epoch 2033 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2799.07 ms [2021-12-15 05:08:17 main:574] : INFO : Epoch 2034 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2798.53 ms [2021-12-15 05:08:20 main:574] : INFO : Epoch 2035 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 2812.42 ms [2021-12-15 05:08:22 main:574] : INFO : Epoch 2036 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 2802.76 ms [2021-12-15 05:08:25 main:574] : INFO : Epoch 2037 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2800.73 ms [2021-12-15 05:08:28 main:574] : INFO : Epoch 2038 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2801.75 ms [2021-12-15 05:08:31 main:574] : INFO : Epoch 2039 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2803.75 ms [2021-12-15 05:08:34 main:574] : INFO : Epoch 2040 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 2803.51 ms [2021-12-15 05:08:36 main:574] : INFO : Epoch 2041 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2808.27 ms [2021-12-15 05:08:39 main:574] : INFO : Epoch 2042 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2805.78 ms [2021-12-15 05:08:42 main:574] : INFO : Epoch 2043 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2805.5 ms [2021-12-15 05:08:45 main:574] : INFO : Epoch 2044 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 2804.85 ms [2021-12-15 05:08:48 main:574] : INFO : Epoch 2045 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2805 ms [2021-12-15 05:08:51 main:574] : INFO : Epoch 2046 | loss: 0.0312467 | val_loss: 0.031247 | Time: 2800.77 ms [2021-12-15 05:08:53 main:574] : INFO : Epoch 2047 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2800.58 ms [2021-12-15 05:08:56 main:574] : INFO : Epoch 2048 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2808.78 ms [2021-12-15 05:08:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312456 [2021-12-15 05:08:56 main:603] : INFO : Saving end state to config to file [2021-12-15 05:08:56 main:608] : INFO : Success, exiting.. 05:08:56 (11748): 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)