Task 3776626
| Name | ParityModified-1609264335-19594-2_6 |
| Workunit | 1784866 |
| Created | 22 Jan 2021, 12:11:11 UTC |
| Sent | 22 Jan 2021, 12:17:59 UTC |
| Report deadline | 29 Jan 2021, 12:17:59 UTC |
| Received | 22 Jan 2021, 14:25:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 1 hours 31 min 48 sec |
| CPU time | 1 hours 21 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2 | loss: 0.0312474 | val_loss: 0.0312453 | Time: 2652.91 ms [2021-01-22 05:38:03 main:574] : INFO : Epoch 1543 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 2640.44 ms [2021-01-22 05:38:06 main:574] : INFO : Epoch 1544 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 2691.24 ms [2021-01-22 05:38:08 main:574] : INFO : Epoch 1545 | loss: 0.031246 | val_loss: 0.0312446 | Time: 2604.89 ms [2021-01-22 05:38:11 main:574] : INFO : Epoch 1546 | loss: 0.0312461 | val_loss: 0.0312495 | Time: 2601.93 ms [2021-01-22 05:38:14 main:574] : INFO : Epoch 1547 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2607.01 ms [2021-01-22 05:38:16 main:574] : INFO : Epoch 1548 | loss: 0.0312467 | val_loss: 0.031246 | Time: 2677.08 ms [2021-01-22 05:38:19 main:574] : INFO : Epoch 1549 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 2608.72 ms [2021-01-22 05:38:22 main:574] : INFO : Epoch 1550 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 2678.26 ms [2021-01-22 05:38:24 main:574] : INFO : Epoch 1551 | loss: 0.0312465 | val_loss: 0.0312506 | Time: 2624.46 ms [2021-01-22 05:38:27 main:574] : INFO : Epoch 1552 | loss: 0.0312503 | val_loss: 0.0312457 | Time: 2661.6 ms [2021-01-22 05:38:30 main:574] : INFO : Epoch 1553 | loss: 0.0312466 | val_loss: 0.0312447 | Time: 2617.98 ms [2021-01-22 05:38:32 main:574] : INFO : Epoch 1554 | loss: 0.0312518 | val_loss: 0.0312496 | Time: 2581.14 ms [2021-01-22 05:38:35 main:574] : INFO : Epoch 1555 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 2679.98 ms [2021-01-22 05:38:38 main:574] : INFO : Epoch 1556 | loss: 0.0312469 | val_loss: 0.0312491 | Time: 2679.7 ms [2021-01-22 05:38:41 main:574] : INFO : Epoch 1557 | loss: 0.0312494 | val_loss: 0.0312476 | Time: 2701.95 ms [2021-01-22 05:38:43 main:574] : INFO : Epoch 1558 | loss: 0.0312498 | val_loss: 0.0312465 | Time: 2609.9 ms [2021-01-22 05:38:46 main:574] : INFO : Epoch 1559 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 2608.07 ms [2021-01-22 05:38:49 main:574] : INFO : Epoch 1560 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 2648.92 ms [2021-01-22 05:38:51 main:574] : INFO : Epoch 1561 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2704.73 ms [2021-01-22 05:38:54 main:574] : INFO : Epoch 1562 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 2648.96 ms [2021-01-22 05:38:57 main:574] : INFO : Epoch 1563 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2652.17 ms [2021-01-22 05:38:59 main:574] : INFO : Epoch 1564 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 2620.64 ms [2021-01-22 05:39:02 main:574] : INFO : Epoch 1565 | loss: 0.0312464 | val_loss: 0.0312483 | Time: 2663.59 ms [2021-01-22 05:39:05 main:574] : INFO : Epoch 1566 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2595.99 ms [2021-01-22 05:39:07 main:574] : INFO : Epoch 1567 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2588.65 ms [2021-01-22 05:39:10 main:574] : INFO : Epoch 1568 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2673.68 ms [2021-01-22 05:39:13 main:574] : INFO : Epoch 1569 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2645.05 ms [2021-01-22 05:39:15 main:574] : INFO : Epoch 1570 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 2573.35 ms [2021-01-22 05:39:18 main:574] : INFO : Epoch 1571 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 2661.82 ms [2021-01-22 05:39:21 main:574] : INFO : Epoch 1572 | loss: 0.031246 | val_loss: 0.0312494 | Time: 2676.97 ms [2021-01-22 05:39:24 main:574] : INFO : Epoch 1573 | loss: 0.0312473 | val_loss: 0.0312448 | Time: 2633.24 ms [2021-01-22 05:39:26 main:574] : INFO : Epoch 1574 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 2605.81 ms [2021-01-22 05:39:29 main:574] : INFO : Epoch 1575 | loss: 0.031247 | val_loss: 0.0312452 | Time: 2663.9 ms [2021-01-22 05:39:32 main:574] : INFO : Epoch 1576 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2715.24 ms [2021-01-22 05:39:34 main:574] : INFO : Epoch 1577 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 2586.79 ms [2021-01-22 05:39:37 main:574] : INFO : Epoch 1578 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 2616.82 ms [2021-01-22 05:39:40 main:574] : INFO : Epoch 1579 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 2583.08 ms [2021-01-22 05:39:42 main:574] : INFO : Epoch 1580 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2589.51 ms [2021-01-22 05:39:45 main:574] : INFO : Epoch 1581 | loss: 0.0312482 | val_loss: 0.0312506 | Time: 2690.47 ms [2021-01-22 05:39:48 main:574] : INFO : Epoch 1582 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2585.04 ms [2021-01-22 05:39:50 main:574] : INFO : Epoch 1583 | loss: 0.0312458 | val_loss: 0.031245 | Time: 2749.59 ms [2021-01-22 05:39:53 main:574] : INFO : Epoch 1584 | loss: 0.0312464 | val_loss: 0.0312548 | Time: 2681.91 ms [2021-01-22 05:39:56 main:574] : INFO : Epoch 1585 | loss: 0.0312475 | val_loss: 0.0312456 | Time: 2666.8 ms [2021-01-22 05:39:59 main:574] : INFO : Epoch 1586 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2578.77 ms [2021-01-22 05:40:01 main:574] : INFO : Epoch 1587 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 2682.25 ms [2021-01-22 05:40:04 main:574] : INFO : Epoch 1588 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 2615.01 ms [2021-01-22 05:40:07 main:574] : INFO : Epoch 1589 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 2665.73 ms [2021-01-22 05:40:09 main:574] : INFO : Epoch 1590 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 2671.91 ms [2021-01-22 05:40:12 main:574] : INFO : Epoch 1591 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 2584.52 ms [2021-01-22 05:40:15 main:574] : INFO : Epoch 1592 | loss: 0.0312465 | val_loss: 0.031252 | Time: 2630.11 ms [2021-01-22 05:40:17 main:574] : INFO : Epoch 1593 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 2625.47 ms [2021-01-22 05:40:20 main:574] : INFO : Epoch 1594 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 2642.09 ms [2021-01-22 05:40:23 main:574] : INFO : Epoch 1595 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2588.29 ms [2021-01-22 05:40:25 main:574] : INFO : Epoch 1596 | loss: 0.0312468 | val_loss: 0.0312452 | Time: 2647.24 ms [2021-01-22 05:40:28 main:574] : INFO : Epoch 1597 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 2531.19 ms [2021-01-22 05:40:31 main:574] : INFO : Epoch 1598 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2648.46 ms [2021-01-22 05:40:33 main:574] : INFO : Epoch 1599 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 2601.4 ms [2021-01-22 05:40:36 main:574] : INFO : Epoch 1600 | loss: 0.0312479 | val_loss: 0.0312453 | Time: 2674.06 ms [2021-01-22 05:40:39 main:574] : INFO : Epoch 1601 | loss: 0.0312455 | val_loss: 0.031246 | Time: 2594.71 ms [2021-01-22 05:40:41 main:574] : INFO : Epoch 1602 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 2607.67 ms [2021-01-22 05:40:44 main:574] : INFO : Epoch 1603 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2611.71 ms [2021-01-22 05:40:47 main:574] : INFO : Epoch 1604 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 2579.91 ms [2021-01-22 05:40:49 main:574] : INFO : Epoch 1605 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 2623.86 ms [2021-01-22 05:40:52 main:574] : INFO : Epoch 1606 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 2546.5 ms [2021-01-22 05:40:55 main:574] : INFO : Epoch 1607 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 2672.96 ms [2021-01-22 05:40:57 main:574] : INFO : Epoch 1608 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 2592.01 ms [2021-01-22 05:41:00 main:574] : INFO : Epoch 1609 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 2555.29 ms [2021-01-22 05:41:03 main:574] : INFO : Epoch 1610 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2637.81 ms [2021-01-22 05:41:05 main:574] : INFO : Epoch 1611 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2669.25 ms [2021-01-22 05:41:08 main:574] : INFO : Epoch 1612 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2655.89 ms [2021-01-22 05:41:11 main:574] : INFO : Epoch 1613 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2630.79 ms [2021-01-22 05:41:13 main:574] : INFO : Epoch 1614 | loss: 0.0312455 | val_loss: 0.0312475 | Time: 2563.05 ms [2021-01-22 05:41:16 main:574] : INFO : Epoch 1615 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 2609.99 ms [2021-01-22 05:41:19 main:574] : INFO : Epoch 1616 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2674.35 ms [2021-01-22 05:41:21 main:574] : INFO : Epoch 1617 | loss: 0.0312496 | val_loss: 0.0312482 | Time: 2649.38 ms [2021-01-22 05:41:24 main:574] : INFO : Epoch 1618 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 2679.38 ms [2021-01-22 05:41:27 main:574] : INFO : Epoch 1619 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2708.27 ms [2021-01-22 05:41:29 main:574] : INFO : Epoch 1620 | loss: 0.0312467 | val_loss: 0.0312451 | Time: 2520.23 ms [2021-01-22 05:41:32 main:574] : INFO : Epoch 1621 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2616.08 ms [2021-01-22 05:41:35 main:574] : INFO : Epoch 1622 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 2616.17 ms [2021-01-22 05:41:37 main:574] : INFO : Epoch 1623 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 2621.25 ms [2021-01-22 05:41:40 main:574] : INFO : Epoch 1624 | loss: 0.0312466 | val_loss: 0.0312447 | Time: 2660.79 ms [2021-01-22 05:41:43 main:574] : INFO : Epoch 1625 | loss: 0.0312455 | val_loss: 0.0312506 | Time: 2550.44 ms [2021-01-22 05:41:45 main:574] : INFO : Epoch 1626 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 2627.31 ms [2021-01-22 05:41:48 main:574] : INFO : Epoch 1627 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 2581.85 ms [2021-01-22 05:41:51 main:574] : INFO : Epoch 1628 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2684.86 ms [2021-01-22 05:41:53 main:574] : INFO : Epoch 1629 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2533.09 ms [2021-01-22 05:41:56 main:574] : INFO : Epoch 1630 | loss: 0.031246 | val_loss: 0.0312448 | Time: 2577.61 ms [2021-01-22 05:41:59 main:574] : INFO : Epoch 1631 | loss: 0.0312461 | val_loss: 0.0312485 | Time: 2621.93 ms [2021-01-22 05:42:01 main:574] : INFO : Epoch 1632 | loss: 0.0312486 | val_loss: 0.031246 | Time: 2597.03 ms [2021-01-22 05:42:04 main:574] : INFO : Epoch 1633 | loss: 0.0312491 | val_loss: 0.0312474 | Time: 2655.12 ms [2021-01-22 05:42:07 main:574] : INFO : Epoch 1634 | loss: 0.0312487 | val_loss: 0.0312507 | Time: 2611.04 ms [2021-01-22 05:42:09 main:574] : INFO : Epoch 1635 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 2652.05 ms [2021-01-22 05:42:12 main:574] : INFO : Epoch 1636 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 2607.13 ms [2021-01-22 05:42:15 main:574] : INFO : Epoch 1637 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2619.32 ms [2021-01-22 05:42:17 main:574] : INFO : Epoch 1638 | loss: 0.0312466 | val_loss: 0.031247 | Time: 2612.36 ms [2021-01-22 05:42:20 main:574] : INFO : Epoch 1639 | loss: 0.0312475 | val_loss: 0.0312451 | Time: 2602.77 ms [2021-01-22 05:42:23 main:574] : INFO : Epoch 1640 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 2628.4 ms [2021-01-22 05:42:25 main:574] : INFO : Epoch 1641 | loss: 0.0312465 | val_loss: 0.0312498 | Time: 2604.01 ms [2021-01-22 05:42:28 main:574] : INFO : Epoch 1642 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 2623.15 ms [2021-01-22 05:42:31 main:574] : INFO : Epoch 1643 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 2640.84 ms [2021-01-22 05:42:33 main:574] : INFO : Epoch 1644 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 2591.24 ms [2021-01-22 05:42:36 main:574] : INFO : Epoch 1645 | loss: 0.031246 | val_loss: 0.0312465 | Time: 2589.61 ms [2021-01-22 05:42:39 main:574] : INFO : Epoch 1646 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2603.41 ms [2021-01-22 05:42:41 main:574] : INFO : Epoch 1647 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2622.73 ms [2021-01-22 05:42:44 main:574] : INFO : Epoch 1648 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 2571.29 ms [2021-01-22 05:42:47 main:574] : INFO : Epoch 1649 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 2726.15 ms [2021-01-22 05:42:49 main:574] : INFO : Epoch 1650 | loss: 0.0312467 | val_loss: 0.0312484 | Time: 2635.07 ms [2021-01-22 05:42:52 main:574] : INFO : Epoch 1651 | loss: 0.031246 | val_loss: 0.0312447 | Time: 2644.93 ms [2021-01-22 05:42:55 main:574] : INFO : Epoch 1652 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 2652.29 ms [2021-01-22 05:42:57 main:574] : INFO : Epoch 1653 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 2609.91 ms [2021-01-22 05:43:00 main:574] : INFO : Epoch 1654 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 2658.65 ms [2021-01-22 05:43:03 main:574] : INFO : Epoch 1655 | loss: 0.0312465 | val_loss: 0.0312445 | Time: 2640.05 ms [2021-01-22 05:43:06 main:574] : INFO : Epoch 1656 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 2647.68 ms [2021-01-22 05:43:08 main:574] : INFO : Epoch 1657 | loss: 0.0312478 | val_loss: 0.0312494 | Time: 2632.42 ms [2021-01-22 05:43:11 main:574] : INFO : Epoch 1658 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 2601.41 ms [2021-01-22 05:43:14 main:574] : INFO : Epoch 1659 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2652.64 ms [2021-01-22 05:43:16 main:574] : INFO : Epoch 1660 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2662.61 ms [2021-01-22 05:43:19 main:574] : INFO : Epoch 1661 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 2600.76 ms [2021-01-22 05:43:22 main:574] : INFO : Epoch 1662 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2685.49 ms [2021-01-22 05:43:24 main:574] : INFO : Epoch 1663 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 2578.36 ms [2021-01-22 05:43:27 main:574] : INFO : Epoch 1664 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 2634.2 ms [2021-01-22 05:43:30 main:574] : INFO : Epoch 1665 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 2646.5 ms [2021-01-22 05:43:32 main:574] : INFO : Epoch 1666 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 2667.89 ms [2021-01-22 05:43:35 main:574] : INFO : Epoch 1667 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 2661.19 ms [2021-01-22 05:43:38 main:574] : INFO : Epoch 1668 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 2658.82 ms [2021-01-22 05:43:41 main:574] : INFO : Epoch 1669 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2613.41 ms [2021-01-22 05:43:43 main:574] : INFO : Epoch 1670 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 2651.91 ms [2021-01-22 05:43:46 main:574] : INFO : Epoch 1671 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 2647.05 ms [2021-01-22 05:43:49 main:574] : INFO : Epoch 1672 | loss: 0.0312457 | val_loss: 0.0312487 | Time: 2649.47 ms [2021-01-22 05:43:52 main:574] : INFO : Epoch 1673 | loss: 0.0312471 | val_loss: 0.0312447 | Time: 2675.74 ms [2021-01-22 05:43:54 main:574] : INFO : Epoch 1674 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2718.21 ms [2021-01-22 05:43:57 main:574] : INFO : Epoch 1675 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2621.96 ms [2021-01-22 05:44:00 main:574] : INFO : Epoch 1676 | loss: 0.0312462 | val_loss: 0.031246 | Time: 2642.98 ms [2021-01-22 05:44:02 main:574] : INFO : Epoch 1677 | loss: 0.0312478 | val_loss: 0.0312456 | Time: 2600.98 ms [2021-01-22 05:44:05 main:574] : INFO : Epoch 1678 | loss: 0.0312913 | val_loss: 0.0314581 | Time: 2630.5 ms [2021-01-22 05:44:08 main:574] : INFO : Epoch 1679 | loss: 0.0371677 | val_loss: 0.0348099 | Time: 2709.26 ms [2021-01-22 05:44:11 main:574] : INFO : Epoch 1680 | loss: 0.0325122 | val_loss: 0.0316605 | Time: 2667.18 ms [2021-01-22 05:44:13 main:574] : INFO : Epoch 1681 | loss: 0.032091 | val_loss: 0.0314722 | Time: 2634.86 ms [2021-01-22 05:44:16 main:574] : INFO : Epoch 1682 | loss: 0.0313531 | val_loss: 0.0312709 | Time: 2625.56 ms [2021-01-22 05:44:18 main:574] : INFO : Epoch 1683 | loss: 0.0312678 | val_loss: 0.0312607 | Time: 2554.91 ms [2021-01-22 05:44:21 main:574] : INFO : Epoch 1684 | loss: 0.0312546 | val_loss: 0.0312506 | Time: 2613.82 ms [2021-01-22 05:44:24 main:574] : INFO : Epoch 1685 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2663.71 ms [2021-01-22 05:44:26 main:574] : INFO : Epoch 1686 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2558.08 ms [2021-01-22 05:44:29 main:574] : INFO : Epoch 1687 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 2585.12 ms [2021-01-22 05:44:32 main:574] : INFO : Epoch 1688 | loss: 0.0312495 | val_loss: 0.031249 | Time: 2591.99 ms [2021-01-22 05:44:34 main:574] : INFO : Epoch 1689 | loss: 0.0312491 | val_loss: 0.031249 | Time: 2674.59 ms [2021-01-22 05:44:37 main:574] : INFO : Epoch 1690 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 2610.2 ms [2021-01-22 05:44:40 main:574] : INFO : Epoch 1691 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2671.12 ms [2021-01-22 05:44:42 main:574] : INFO : Epoch 1692 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 2583.21 ms [2021-01-22 05:44:45 main:574] : INFO : Epoch 1693 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 2517.23 ms [2021-01-22 05:44:48 main:574] : INFO : Epoch 1694 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2600.58 ms [2021-01-22 05:44:50 main:574] : INFO : Epoch 1695 | loss: 0.031248 | val_loss: 0.0312477 | Time: 2590.22 ms [2021-01-22 05:44:53 main:574] : INFO : Epoch 1696 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 2659.82 ms [2021-01-22 05:44:56 main:574] : INFO : Epoch 1697 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2652.59 ms [2021-01-22 05:44:58 main:574] : INFO : Epoch 1698 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 2657.1 ms [2021-01-22 05:45:01 main:574] : INFO : Epoch 1699 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 2721.4 ms [2021-01-22 05:45:04 main:574] : INFO : Epoch 1700 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 2669.29 ms [2021-01-22 05:45:07 main:574] : INFO : Epoch 1701 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 2651.94 ms [2021-01-22 05:45:09 main:574] : INFO : Epoch 1702 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 2625.55 ms [2021-01-22 05:45:12 main:574] : INFO : Epoch 1703 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 2675.13 ms [2021-01-22 05:45:15 main:574] : INFO : Epoch 1704 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2603.05 ms [2021-01-22 05:45:17 main:574] : INFO : Epoch 1705 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2649.02 ms [2021-01-22 05:45:20 main:574] : INFO : Epoch 1706 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 2614.39 ms [2021-01-22 05:45:23 main:574] : INFO : Epoch 1707 | loss: 0.0312468 | val_loss: 0.031247 | Time: 2668.26 ms [2021-01-22 05:45:25 main:574] : INFO : Epoch 1708 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 2653.86 ms [2021-01-22 05:45:28 main:574] : INFO : Epoch 1709 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 2637.71 ms [2021-01-22 05:45:31 main:574] : INFO : Epoch 1710 | loss: 0.0312464 | val_loss: 0.031246 | Time: 2568.17 ms [2021-01-22 05:45:33 main:574] : INFO : Epoch 1711 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2661.61 ms [2021-01-22 05:45:36 main:574] : INFO : Epoch 1712 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2590.09 ms [2021-01-22 05:45:39 main:574] : INFO : Epoch 1713 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 2556.96 ms [2021-01-22 05:45:41 main:574] : INFO : Epoch 1714 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2625.91 ms [2021-01-22 05:45:44 main:574] : INFO : Epoch 1715 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2600.7 ms [2021-01-22 05:45:47 main:574] : INFO : Epoch 1716 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2564.53 ms [2021-01-22 05:45:49 main:574] : INFO : Epoch 1717 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2639.59 ms [2021-01-22 05:45:52 main:574] : INFO : Epoch 1718 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2666.88 ms [2021-01-22 05:45:55 main:574] : INFO : Epoch 1719 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2569.38 ms [2021-01-22 05:45:57 main:574] : INFO : Epoch 1720 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2701.56 ms [2021-01-22 05:46:00 main:574] : INFO : Epoch 1721 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 2571.66 ms [2021-01-22 05:46:03 main:574] : INFO : Epoch 1722 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2647.39 ms [2021-01-22 05:46:05 main:574] : INFO : Epoch 1723 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 2595.88 ms [2021-01-22 05:46:08 main:574] : INFO : Epoch 1724 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2622.76 ms [2021-01-22 05:46:11 main:574] : INFO : Epoch 1725 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2584.71 ms [2021-01-22 05:46:13 main:574] : INFO : Epoch 1726 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2668.07 ms [2021-01-22 05:46:16 main:574] : INFO : Epoch 1727 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2609.34 ms [2021-01-22 05:46:19 main:574] : INFO : Epoch 1728 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2650.51 ms [2021-01-22 05:46:21 main:574] : INFO : Epoch 1729 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2635.15 ms [2021-01-22 05:46:24 main:574] : INFO : Epoch 1730 | loss: 0.031246 | val_loss: 0.0312474 | Time: 2628.75 ms [2021-01-22 05:46:27 main:574] : INFO : Epoch 1731 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 2583.07 ms [2021-01-22 05:46:30 main:574] : INFO : Epoch 1732 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2593.42 ms [2021-01-22 05:46:32 main:574] : INFO : Epoch 1733 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2641.31 ms [2021-01-22 05:46:35 main:574] : INFO : Epoch 1734 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 2611.95 ms [2021-01-22 05:46:38 main:574] : INFO : Epoch 1735 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 2642.26 ms [2021-01-22 05:46:40 main:574] : INFO : Epoch 1736 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2667.43 ms [2021-01-22 05:46:43 main:574] : INFO : Epoch 1737 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2629.96 ms [2021-01-22 05:46:46 main:574] : INFO : Epoch 1738 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2615.97 ms [2021-01-22 05:46:48 main:574] : INFO : Epoch 1739 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2613.21 ms [2021-01-22 05:46:51 main:574] : INFO : Epoch 1740 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 2552.88 ms [2021-01-22 05:46:54 main:574] : INFO : Epoch 1741 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 2679.62 ms [2021-01-22 05:46:56 main:574] : INFO : Epoch 1742 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 2584.88 ms [2021-01-22 05:46:59 main:574] : INFO : Epoch 1743 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2567.67 ms [2021-01-22 05:47:02 main:574] : INFO : Epoch 1744 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 2615.02 ms [2021-01-22 05:47:04 main:574] : INFO : Epoch 1745 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 2670.01 ms [2021-01-22 05:47:07 main:574] : INFO : Epoch 1746 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 2590.83 ms [2021-01-22 05:47:10 main:574] : INFO : Epoch 1747 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 2584.72 ms [2021-01-22 05:47:12 main:574] : INFO : Epoch 1748 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 2653.4 ms [2021-01-22 05:47:15 main:574] : INFO : Epoch 1749 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2652.41 ms [2021-01-22 05:47:18 main:574] : INFO : Epoch 1750 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2631.87 ms [2021-01-22 05:47:20 main:574] : INFO : Epoch 1751 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2665.07 ms [2021-01-22 05:47:23 main:574] : INFO : Epoch 1752 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2700.05 ms [2021-01-22 05:47:26 main:574] : INFO : Epoch 1753 | loss: 0.031246 | val_loss: 0.031245 | Time: 2709.73 ms [2021-01-22 05:47:29 main:574] : INFO : Epoch 1754 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2561.66 ms [2021-01-22 05:47:31 main:574] : INFO : Epoch 1755 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 2610.33 ms [2021-01-22 05:47:34 main:574] : INFO : Epoch 1756 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 2597.66 ms [2021-01-22 05:47:37 main:574] : INFO : Epoch 1757 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 2637.27 ms [2021-01-22 05:47:39 main:574] : INFO : Epoch 1758 | loss: 0.0312458 | val_loss: 0.031245 | Time: 2756.24 ms [2021-01-22 05:47:42 main:574] : INFO : Epoch 1759 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 2638.85 ms [2021-01-22 05:47:45 main:574] : INFO : Epoch 1760 | loss: 0.0312458 | val_loss: 0.031247 | Time: 2673.77 ms [2021-01-22 05:47:48 main:574] : INFO : Epoch 1761 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 2676.88 ms [2021-01-22 05:47:50 main:574] : INFO : Epoch 1762 | loss: 0.0312454 | val_loss: 0.031245 | Time: 2557.24 ms [2021-01-22 05:47:53 main:574] : INFO : Epoch 1763 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 2638.56 ms [2021-01-22 05:47:56 main:574] : INFO : Epoch 1764 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 2617.26 ms [2021-01-22 05:47:58 main:574] : INFO : Epoch 1765 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 2595.61 ms [2021-01-22 05:48:01 main:574] : INFO : Epoch 1766 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2732.24 ms [2021-01-22 05:48:04 main:574] : INFO : Epoch 1767 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 2590.13 ms [2021-01-22 05:48:06 main:574] : INFO : Epoch 1768 | loss: 0.0312456 | val_loss: 0.031245 | Time: 2609.39 ms [2021-01-22 05:48:09 main:574] : INFO : Epoch 1769 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 2595.02 ms [2021-01-22 05:48:12 main:574] : INFO : Epoch 1770 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2636.18 ms [2021-01-22 05:48:14 main:574] : INFO : Epoch 1771 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 2619.66 ms [2021-01-22 05:48:17 main:574] : INFO : Epoch 1772 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 2599.04 ms [2021-01-22 05:48:20 main:574] : INFO : Epoch 1773 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 2701.03 ms [2021-01-22 05:48:22 main:574] : INFO : Epoch 1774 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2570.94 ms [2021-01-22 05:48:25 main:574] : INFO : Epoch 1775 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 2626.81 ms [2021-01-22 05:48:28 main:574] : INFO : Epoch 1776 | loss: 0.0312466 | val_loss: 0.031245 | Time: 2656.27 ms [2021-01-22 05:48:31 main:574] : INFO : Epoch 1777 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2614.68 ms [2021-01-22 05:48:33 main:574] : INFO : Epoch 1778 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 2647.74 ms [2021-01-22 05:48:36 main:574] : INFO : Epoch 1779 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 2607.92 ms [2021-01-22 05:48:39 main:574] : INFO : Epoch 1780 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 2644.23 ms [2021-01-22 05:48:41 main:574] : INFO : Epoch 1781 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 2579.59 ms [2021-01-22 05:48:44 main:574] : INFO : Epoch 1782 | loss: 0.0312454 | val_loss: 0.031245 | Time: 2644.08 ms [2021-01-22 05:48:46 main:574] : INFO : Epoch 1783 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 2563.24 ms [2021-01-22 05:48:49 main:574] : INFO : Epoch 1784 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 2611.7 ms [2021-01-22 05:48:52 main:574] : INFO : Epoch 1785 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 2641.88 ms [2021-01-22 05:48:54 main:574] : INFO : Epoch 1786 | loss: 0.0312454 | val_loss: 0.031245 | Time: 2655.09 ms [2021-01-22 05:48:57 main:574] : INFO : Epoch 1787 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2542.93 ms [2021-01-22 05:49:00 main:574] : INFO : Epoch 1788 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 2650.74 ms [2021-01-22 05:49:02 main:574] : INFO : Epoch 1789 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2609.24 ms [2021-01-22 05:49:05 main:574] : INFO : Epoch 1790 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 2589.89 ms [2021-01-22 05:49:08 main:574] : INFO : Epoch 1791 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 2587.29 ms [2021-01-22 05:49:10 main:574] : INFO : Epoch 1792 | loss: 0.0312466 | val_loss: 0.0312449 | Time: 2595.3 ms [2021-01-22 05:49:13 main:574] : INFO : Epoch 1793 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 2683.4 ms [2021-01-22 05:49:16 main:574] : INFO : Epoch 1794 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2625.82 ms [2021-01-22 05:49:18 main:574] : INFO : Epoch 1795 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2704.88 ms [2021-01-22 05:49:21 main:574] : INFO : Epoch 1796 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2632.46 ms [2021-01-22 05:49:24 main:574] : INFO : Epoch 1797 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2673.85 ms [2021-01-22 05:49:27 main:574] : INFO : Epoch 1798 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2694.87 ms [2021-01-22 05:49:29 main:574] : INFO : Epoch 1799 | loss: 0.0312452 | val_loss: 0.0312451 | Time: 2612.42 ms [2021-01-22 05:49:32 main:574] : INFO : Epoch 1800 | loss: 0.0312456 | val_loss: 0.0312467 | Time: 2655.19 ms [2021-01-22 05:49:35 main:574] : INFO : Epoch 1801 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 2659.46 ms [2021-01-22 05:49:38 main:574] : INFO : Epoch 1802 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 2644.56 ms [2021-01-22 05:49:40 main:574] : INFO : Epoch 1803 | loss: 0.0312456 | val_loss: 0.031246 | Time: 2623.88 ms [2021-01-22 05:49:43 main:574] : INFO : Epoch 1804 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2642.44 ms [2021-01-22 05:49:46 main:574] : INFO : Epoch 1805 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 2663.71 ms [2021-01-22 05:49:48 main:574] : INFO : Epoch 1806 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 2613.42 ms [2021-01-22 05:49:51 main:574] : INFO : Epoch 1807 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 2526.09 ms [2021-01-22 05:49:54 main:574] : INFO : Epoch 1808 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 2625.11 ms [2021-01-22 05:49:56 main:574] : INFO : Epoch 1809 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2622.64 ms [2021-01-22 05:49:59 main:574] : INFO : Epoch 1810 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2632.49 ms [2021-01-22 05:50:02 main:574] : INFO : Epoch 1811 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2609.54 ms [2021-01-22 05:50:04 main:574] : INFO : Epoch 1812 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 2618.14 ms [2021-01-22 05:50:07 main:574] : INFO : Epoch 1813 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 2595.13 ms [2021-01-22 05:50:09 main:574] : INFO : Epoch 1814 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 2628.5 ms [2021-01-22 05:50:12 main:574] : INFO : Epoch 1815 | loss: 0.0312461 | val_loss: 0.0312491 | Time: 2629.18 ms [2021-01-22 05:50:15 main:574] : INFO : Epoch 1816 | loss: 0.031247 | val_loss: 0.0312491 | Time: 2551.2 ms [2021-01-22 05:50:17 main:574] : INFO : Epoch 1817 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 2615.33 ms [2021-01-22 05:50:20 main:574] : INFO : Epoch 1818 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 2659.29 ms [2021-01-22 05:50:23 main:574] : INFO : Epoch 1819 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2590.25 ms [2021-01-22 05:50:25 main:574] : INFO : Epoch 1820 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 2591.33 ms [2021-01-22 05:50:28 main:574] : INFO : Epoch 1821 | loss: 0.0312467 | val_loss: 0.0312472 | Time: 2600.23 ms [2021-01-22 05:50:31 main:574] : INFO : Epoch 1822 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 2632.01 ms [2021-01-22 05:50:34 main:574] : INFO : Epoch 1823 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 2626.05 ms [2021-01-22 05:50:36 main:574] : INFO : Epoch 1824 | loss: 0.0312454 | val_loss: 0.0312466 | Time: 2607.2 ms [2021-01-22 05:50:39 main:574] : INFO : Epoch 1825 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 2607.35 ms [2021-01-22 05:50:42 main:574] : INFO : Epoch 1826 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2703.23 ms [2021-01-22 05:50:44 main:574] : INFO : Epoch 1827 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 2690.56 ms [2021-01-22 05:50:47 main:574] : INFO : Epoch 1828 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 2526.49 ms [2021-01-22 05:50:50 main:574] : INFO : Epoch 1829 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 2631.76 ms [2021-01-22 05:50:52 main:574] : INFO : Epoch 1830 | loss: 0.0312457 | val_loss: 0.0312489 | Time: 2636.69 ms [2021-01-22 05:50:55 main:574] : INFO : Epoch 1831 | loss: 0.0312472 | val_loss: 0.0312448 | Time: 2631.3 ms [2021-01-22 05:50:58 main:574] : INFO : Epoch 1832 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 2639.24 ms [2021-01-22 05:51:00 main:574] : INFO : Epoch 1833 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 2638.1 ms [2021-01-22 05:51:03 main:574] : INFO : Epoch 1834 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 2681.83 ms [2021-01-22 05:51:06 main:574] : INFO : Epoch 1835 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 2632.67 ms [2021-01-22 05:51:08 main:574] : INFO : Epoch 1836 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2634.27 ms [2021-01-22 05:51:11 main:574] : INFO : Epoch 1837 | loss: 0.0312465 | val_loss: 0.031249 | Time: 2643.19 ms [2021-01-22 05:51:14 main:574] : INFO : Epoch 1838 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 2629.47 ms [2021-01-22 05:51:16 main:574] : INFO : Epoch 1839 | loss: 0.0312467 | val_loss: 0.0312481 | Time: 2675.51 ms [2021-01-22 05:51:19 main:574] : INFO : Epoch 1840 | loss: 0.031246 | val_loss: 0.0312447 | Time: 2631.77 ms [2021-01-22 05:51:22 main:574] : INFO : Epoch 1841 | loss: 0.0312458 | val_loss: 0.031246 | Time: 2619.34 ms [2021-01-22 05:51:25 main:574] : INFO : Epoch 1842 | loss: 0.031247 | val_loss: 0.0312519 | Time: 2685.76 ms [2021-01-22 05:51:27 main:574] : INFO : Epoch 1843 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2613.69 ms [2021-01-22 05:51:30 main:574] : INFO : Epoch 1844 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 2645.38 ms [2021-01-22 05:51:33 main:574] : INFO : Epoch 1845 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 2670.93 ms [2021-01-22 05:51:35 main:574] : INFO : Epoch 1846 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2653.03 ms [2021-01-22 05:51:38 main:574] : INFO : Epoch 1847 | loss: 0.0312459 | val_loss: 0.031245 | Time: 2610.69 ms [2021-01-22 05:51:41 main:574] : INFO : Epoch 1848 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 2653.19 ms [2021-01-22 05:51:44 main:574] : INFO : Epoch 1849 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2701.83 ms [2021-01-22 05:51:46 main:574] : INFO : Epoch 1850 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 2642.59 ms [2021-01-22 05:51:49 main:574] : INFO : Epoch 1851 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 2666.97 ms [2021-01-22 05:51:52 main:574] : INFO : Epoch 1852 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 2568.19 ms [2021-01-22 05:51:54 main:574] : INFO : Epoch 1853 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 2620.3 ms [2021-01-22 05:51:57 main:574] : INFO : Epoch 1854 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 2619.2 ms [2021-01-22 05:52:00 main:574] : INFO : Epoch 1855 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 2544.83 ms [2021-01-22 05:52:02 main:574] : INFO : Epoch 1856 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 2644.84 ms [2021-01-22 05:52:05 main:574] : INFO : Epoch 1857 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 2612.41 ms [2021-01-22 05:52:08 main:574] : INFO : Epoch 1858 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 2658.67 ms [2021-01-22 05:52:10 main:574] : INFO : Epoch 1859 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 2587.63 ms [2021-01-22 05:52:13 main:574] : INFO : Epoch 1860 | loss: 0.0312456 | val_loss: 0.031245 | Time: 2580.91 ms [2021-01-22 05:52:16 main:574] : INFO : Epoch 1861 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 2759.61 ms [2021-01-22 05:52:18 main:574] : INFO : Epoch 1862 | loss: 0.0312453 | val_loss: 0.0312468 | Time: 2608.24 ms [2021-01-22 05:52:21 main:574] : INFO : Epoch 1863 | loss: 0.0312457 | val_loss: 0.031246 | Time: 2647.14 ms [2021-01-22 05:52:24 main:574] : INFO : Epoch 1864 | loss: 0.0312451 | val_loss: 0.0312448 | Time: 2648.34 ms [2021-01-22 05:52:26 main:574] : INFO : Epoch 1865 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2674.33 ms [2021-01-22 05:52:29 main:574] : INFO : Epoch 1866 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 2645.55 ms [2021-01-22 05:52:32 main:574] : INFO : Epoch 1867 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2587.74 ms [2021-01-22 05:52:35 main:574] : INFO : Epoch 1868 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 2691.77 ms [2021-01-22 05:52:37 main:574] : INFO : Epoch 1869 | loss: 0.0312472 | val_loss: 0.0312452 | Time: 2631.18 ms [2021-01-22 05:52:40 main:574] : INFO : Epoch 1870 | loss: 0.0312459 | val_loss: 0.0312478 | Time: 2602.28 ms [2021-01-22 05:52:43 main:574] : INFO : Epoch 1871 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2607.93 ms [2021-01-22 05:52:45 main:574] : INFO : Epoch 1872 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 2598.33 ms [2021-01-22 05:52:48 main:574] : INFO : Epoch 1873 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 2593.74 ms [2021-01-22 05:52:50 main:574] : INFO : Epoch 1874 | loss: 0.0312466 | val_loss: 0.0312449 | Time: 2628.98 ms [2021-01-22 05:52:53 main:574] : INFO : Epoch 1875 | loss: 0.0312472 | val_loss: 0.0312452 | Time: 2621.63 ms [2021-01-22 05:52:56 main:574] : INFO : Epoch 1876 | loss: 0.0312486 | val_loss: 0.031245 | Time: 2604.49 ms [2021-01-22 05:52:59 main:574] : INFO : Epoch 1877 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 2679.83 ms [2021-01-22 05:53:01 main:574] : INFO : Epoch 1878 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2655.39 ms [2021-01-22 05:53:04 main:574] : INFO : Epoch 1879 | loss: 0.031247 | val_loss: 0.0312452 | Time: 2685.18 ms [2021-01-22 05:53:07 main:574] : INFO : Epoch 1880 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2593.58 ms [2021-01-22 05:53:09 main:574] : INFO : Epoch 1881 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 2600.97 ms [2021-01-22 05:53:12 main:574] : INFO : Epoch 1882 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 2667.91 ms [2021-01-22 05:53:15 main:574] : INFO : Epoch 1883 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 2614.49 ms [2021-01-22 05:53:17 main:574] : INFO : Epoch 1884 | loss: 0.0312454 | val_loss: 0.031245 | Time: 2576.42 ms [2021-01-22 05:53:20 main:574] : INFO : Epoch 1885 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 2712.53 ms [2021-01-22 05:53:23 main:574] : INFO : Epoch 1886 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 2685.85 ms [2021-01-22 05:53:25 main:574] : INFO : Epoch 1887 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2518.52 ms [2021-01-22 05:53:28 main:574] : INFO : Epoch 1888 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 2682.12 ms [2021-01-22 05:53:31 main:574] : INFO : Epoch 1889 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 2605.13 ms [2021-01-22 05:53:34 main:574] : INFO : Epoch 1890 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 2608.99 ms [2021-01-22 05:53:36 main:574] : INFO : Epoch 1891 | loss: 0.0312494 | val_loss: 0.0312461 | Time: 2649.66 ms [2021-01-22 05:53:39 main:574] : INFO : Epoch 1892 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2611.76 ms [2021-01-22 05:53:42 main:574] : INFO : Epoch 1893 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 2658.39 ms [2021-01-22 05:53:44 main:574] : INFO : Epoch 1894 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 2615.23 ms [2021-01-22 05:53:47 main:574] : INFO : Epoch 1895 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 2620.6 ms [2021-01-22 05:53:50 main:574] : INFO : Epoch 1896 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 2596.27 ms [2021-01-22 05:53:52 main:574] : INFO : Epoch 1897 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 2697.47 ms [2021-01-22 05:53:55 main:574] : INFO : Epoch 1898 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 2593.07 ms [2021-01-22 05:53:58 main:574] : INFO : Epoch 1899 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 2580.62 ms [2021-01-22 05:54:00 main:574] : INFO : Epoch 1900 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 2655.81 ms [2021-01-22 05:54:03 main:574] : INFO : Epoch 1901 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 2653.18 ms [2021-01-22 05:54:06 main:574] : INFO : Epoch 1902 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 2622.75 ms [2021-01-22 05:54:08 main:574] : INFO : Epoch 1903 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 2642.89 ms [2021-01-22 05:54:11 main:574] : INFO : Epoch 1904 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 2649.95 ms [2021-01-22 05:54:14 main:574] : INFO : Epoch 1905 | loss: 0.0312462 | val_loss: 0.0312487 | Time: 2648.87 ms [2021-01-22 05:54:17 main:574] : INFO : Epoch 1906 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 2670.27 ms [2021-01-22 05:54:19 main:574] : INFO : Epoch 1907 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2629.8 ms [2021-01-22 05:54:22 main:574] : INFO : Epoch 1908 | loss: 0.0312459 | val_loss: 0.031245 | Time: 2661.48 ms [2021-01-22 05:54:25 main:574] : INFO : Epoch 1909 | loss: 0.0312464 | val_loss: 0.031245 | Time: 2610.68 ms [2021-01-22 05:54:27 main:574] : INFO : Epoch 1910 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 2608.6 ms [2021-01-22 05:54:30 main:574] : INFO : Epoch 1911 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 2681.27 ms [2021-01-22 05:54:33 main:574] : INFO : Epoch 1912 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 2586.98 ms [2021-01-22 05:54:35 main:574] : INFO : Epoch 1913 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 2711.7 ms [2021-01-22 05:54:38 main:574] : INFO : Epoch 1914 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 2644.19 ms [2021-01-22 05:54:41 main:574] : INFO : Epoch 1915 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 2538.41 ms [2021-01-22 05:54:43 main:574] : INFO : Epoch 1916 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 2725.96 ms [2021-01-22 05:54:46 main:574] : INFO : Epoch 1917 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 2669.66 ms [2021-01-22 05:54:49 main:574] : INFO : Epoch 1918 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 2797.17 ms [2021-01-22 05:54:52 main:574] : INFO : Epoch 1919 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 2634.4 ms [2021-01-22 05:54:54 main:574] : INFO : Epoch 1920 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 2680.33 ms [2021-01-22 05:54:57 main:574] : INFO : Epoch 1921 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 2679.89 ms [2021-01-22 05:55:00 main:574] : INFO : Epoch 1922 | loss: 0.0312457 | val_loss: 0.0312478 | Time: 2593.2 ms [2021-01-22 05:55:02 main:574] : INFO : Epoch 1923 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 2598.44 ms [2021-01-22 05:55:05 main:574] : INFO : Epoch 1924 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2640.14 ms [2021-01-22 05:55:08 main:574] : INFO : Epoch 1925 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 2581.09 ms [2021-01-22 05:55:10 main:574] : INFO : Epoch 1926 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 2694.96 ms [2021-01-22 05:55:13 main:574] : INFO : Epoch 1927 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 2646.71 ms [2021-01-22 05:55:16 main:574] : INFO : Epoch 1928 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 2647.08 ms [2021-01-22 05:55:18 main:574] : INFO : Epoch 1929 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 2628.01 ms [2021-01-22 05:55:21 main:574] : INFO : Epoch 1930 | loss: 0.0312456 | val_loss: 0.0312446 | Time: 2634.12 ms [2021-01-22 05:55:24 main:574] : INFO : Epoch 1931 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 2636.56 ms [2021-01-22 05:55:26 main:574] : INFO : Epoch 1932 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 2683.55 ms [2021-01-22 05:55:29 main:574] : INFO : Epoch 1933 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 2676.17 ms [2021-01-22 05:55:32 main:574] : INFO : Epoch 1934 | loss: 0.0312461 | val_loss: 0.031245 | Time: 2740.62 ms [2021-01-22 05:55:35 main:574] : INFO : Epoch 1935 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2608.83 ms [2021-01-22 05:55:37 main:574] : INFO : Epoch 1936 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 2613.03 ms [2021-01-22 05:55:40 main:574] : INFO : Epoch 1937 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 2619.46 ms [2021-01-22 05:55:43 main:574] : INFO : Epoch 1938 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 2653.41 ms [2021-01-22 05:55:46 main:574] : INFO : Epoch 1939 | loss: 0.031245 | val_loss: 0.0312448 | Time: 2717.7 ms [2021-01-22 05:55:48 main:574] : INFO : Epoch 1940 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2572.89 ms [2021-01-22 05:55:51 main:574] : INFO : Epoch 1941 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 2547.48 ms [2021-01-22 05:55:53 main:574] : INFO : Epoch 1942 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2680.6 ms [2021-01-22 05:55:56 main:574] : INFO : Epoch 1943 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 2613.13 ms [2021-01-22 05:55:59 main:574] : INFO : Epoch 1944 | loss: 0.031246 | val_loss: 0.0312447 | Time: 2559.29 ms [2021-01-22 05:56:01 main:574] : INFO : Epoch 1945 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2646.65 ms [2021-01-22 05:56:04 main:574] : INFO : Epoch 1946 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 2661.41 ms [2021-01-22 05:56:07 main:574] : INFO : Epoch 1947 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 2656.93 ms [2021-01-22 05:56:10 main:574] : INFO : Epoch 1948 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 2706.12 ms [2021-01-22 05:56:12 main:574] : INFO : Epoch 1949 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 2619.33 ms [2021-01-22 05:56:15 main:574] : INFO : Epoch 1950 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 2553.89 ms [2021-01-22 05:56:18 main:574] : INFO : Epoch 1951 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 2594.8 ms [2021-01-22 05:56:20 main:574] : INFO : Epoch 1952 | loss: 0.0312467 | val_loss: 0.0312446 | Time: 2572.11 ms [2021-01-22 05:56:23 main:574] : INFO : Epoch 1953 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 2586.55 ms [2021-01-22 05:56:26 main:574] : INFO : Epoch 1954 | loss: 0.0312458 | val_loss: 0.0312486 | Time: 2579.55 ms [2021-01-22 05:56:28 main:574] : INFO : Epoch 1955 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2663.29 ms [2021-01-22 05:56:31 main:574] : INFO : Epoch 1956 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2600.95 ms [2021-01-22 05:56:34 main:574] : INFO : Epoch 1957 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 2614.76 ms [2021-01-22 05:56:36 main:574] : INFO : Epoch 1958 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 2612.43 ms [2021-01-22 05:56:39 main:574] : INFO : Epoch 1959 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2569.2 ms [2021-01-22 05:56:41 main:574] : INFO : Epoch 1960 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2663.52 ms [2021-01-22 05:56:44 main:574] : INFO : Epoch 1961 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 2647.67 ms [2021-01-22 05:56:47 main:574] : INFO : Epoch 1962 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2578.97 ms [2021-01-22 05:56:49 main:574] : INFO : Epoch 1963 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2631.69 ms [2021-01-22 05:56:52 main:574] : INFO : Epoch 1964 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 2681.38 ms [2021-01-22 05:56:55 main:574] : INFO : Epoch 1965 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 2662.44 ms [2021-01-22 05:56:57 main:574] : INFO : Epoch 1966 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2582.37 ms [2021-01-22 05:57:00 main:574] : INFO : Epoch 1967 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2651.52 ms [2021-01-22 05:57:03 main:574] : INFO : Epoch 1968 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2635.84 ms [2021-01-22 05:57:06 main:574] : INFO : Epoch 1969 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 2623.3 ms [2021-01-22 05:57:08 main:574] : INFO : Epoch 1970 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 2626.87 ms [2021-01-22 05:57:11 main:574] : INFO : Epoch 1971 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2644.97 ms [2021-01-22 05:57:14 main:574] : INFO : Epoch 1972 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 2634.88 ms [2021-01-22 05:57:16 main:574] : INFO : Epoch 1973 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 2613.91 ms [2021-01-22 05:57:19 main:574] : INFO : Epoch 1974 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 2586.84 ms [2021-01-22 05:57:22 main:574] : INFO : Epoch 1975 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 2577.35 ms [2021-01-22 05:57:24 main:574] : INFO : Epoch 1976 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 2616.72 ms [2021-01-22 05:57:27 main:574] : INFO : Epoch 1977 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 2594.14 ms [2021-01-22 05:57:30 main:574] : INFO : Epoch 1978 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 2654.92 ms [2021-01-22 05:57:32 main:574] : INFO : Epoch 1979 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 2596.76 ms [2021-01-22 05:57:35 main:574] : INFO : Epoch 1980 | loss: 0.031245 | val_loss: 0.0312444 | Time: 2631.57 ms [2021-01-22 05:57:38 main:574] : INFO : Epoch 1981 | loss: 0.0312456 | val_loss: 0.0312451 | Time: 2635.38 ms [2021-01-22 05:57:40 main:574] : INFO : Epoch 1982 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 2651.9 ms [2021-01-22 05:57:43 main:574] : INFO : Epoch 1983 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2655.3 ms [2021-01-22 05:57:46 main:574] : INFO : Epoch 1984 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 2668.64 ms [2021-01-22 05:57:49 main:574] : INFO : Epoch 1985 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 2680.28 ms [2021-01-22 05:57:51 main:574] : INFO : Epoch 1986 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 2629.55 ms [2021-01-22 05:57:54 main:574] : INFO : Epoch 1987 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 2586.69 ms [2021-01-22 05:57:56 main:574] : INFO : Epoch 1988 | loss: 0.0312458 | val_loss: 0.031247 | Time: 2565.44 ms [2021-01-22 05:57:59 main:574] : INFO : Epoch 1989 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2632.11 ms [2021-01-22 05:58:02 main:574] : INFO : Epoch 1990 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 2635.3 ms [2021-01-22 05:58:04 main:574] : INFO : Epoch 1991 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 2604.44 ms [2021-01-22 05:58:07 main:574] : INFO : Epoch 1992 | loss: 0.0312461 | val_loss: 0.031245 | Time: 2656.48 ms [2021-01-22 05:58:10 main:574] : INFO : Epoch 1993 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 2584.63 ms [2021-01-22 05:58:12 main:574] : INFO : Epoch 1994 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 2635.57 ms [2021-01-22 05:58:15 main:574] : INFO : Epoch 1995 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 2610.46 ms [2021-01-22 05:58:18 main:574] : INFO : Epoch 1996 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2633.13 ms [2021-01-22 05:58:21 main:574] : INFO : Epoch 1997 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 2682.92 ms [2021-01-22 05:58:23 main:574] : INFO : Epoch 1998 | loss: 0.0312461 | val_loss: 0.0312517 | Time: 2643.12 ms [2021-01-22 05:58:26 main:574] : INFO : Epoch 1999 | loss: 0.031247 | val_loss: 0.0312468 | Time: 2638.37 ms [2021-01-22 05:58:29 main:574] : INFO : Epoch 2000 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 2667.4 ms [2021-01-22 05:58:31 main:574] : INFO : Epoch 2001 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 2621.54 ms [2021-01-22 05:58:34 main:574] : INFO : Epoch 2002 | loss: 0.0312464 | val_loss: 0.0312479 | Time: 2574.45 ms [2021-01-22 05:58:37 main:574] : INFO : Epoch 2003 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 2699.09 ms [2021-01-22 05:58:39 main:574] : INFO : Epoch 2004 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 2570 ms [2021-01-22 05:58:42 main:574] : INFO : Epoch 2005 | loss: 0.0312466 | val_loss: 0.0312451 | Time: 2629.54 ms [2021-01-22 05:58:50 main:574] : INFO : Epoch 2006 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 7718.47 ms [2021-01-22 05:58:52 main:574] : INFO : Epoch 2007 | loss: 0.0312456 | val_loss: 0.0312451 | Time: 2620.08 ms [2021-01-22 05:58:55 main:574] : INFO : Epoch 2008 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2653.23 ms [2021-01-22 05:58:58 main:574] : INFO : Epoch 2009 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2613.2 ms [2021-01-22 05:59:01 main:574] : INFO : Epoch 2010 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2673.53 ms [2021-01-22 05:59:03 main:574] : INFO : Epoch 2011 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 2593.76 ms [2021-01-22 05:59:06 main:574] : INFO : Epoch 2012 | loss: 0.031246 | val_loss: 0.031245 | Time: 2628.15 ms [2021-01-22 05:59:09 main:574] : INFO : Epoch 2013 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 2685.64 ms [2021-01-22 05:59:11 main:574] : INFO : Epoch 2014 | loss: 0.0312464 | val_loss: 0.0312502 | Time: 2609.6 ms [2021-01-22 05:59:14 main:574] : INFO : Epoch 2015 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 2610.3 ms [2021-01-22 05:59:16 main:574] : INFO : Epoch 2016 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2669.66 ms [2021-01-22 05:59:19 main:574] : INFO : Epoch 2017 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2569.73 ms [2021-01-22 05:59:22 main:574] : INFO : Epoch 2018 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 2580.33 ms [2021-01-22 05:59:24 main:574] : INFO : Epoch 2019 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2662.14 ms [2021-01-22 05:59:27 main:574] : INFO : Epoch 2020 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 2610.43 ms [2021-01-22 05:59:30 main:574] : INFO : Epoch 2021 | loss: 0.0312485 | val_loss: 0.0312464 | Time: 2694.08 ms [2021-01-22 05:59:33 main:574] : INFO : Epoch 2022 | loss: 0.0312462 | val_loss: 0.0312481 | Time: 2706.85 ms [2021-01-22 05:59:35 main:574] : INFO : Epoch 2023 | loss: 0.0312478 | val_loss: 0.0312451 | Time: 2594.84 ms [2021-01-22 05:59:38 main:574] : INFO : Epoch 2024 | loss: 0.031246 | val_loss: 0.031246 | Time: 2607.93 ms [2021-01-22 05:59:41 main:574] : INFO : Epoch 2025 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 2681.03 ms [2021-01-22 05:59:43 main:574] : INFO : Epoch 2026 | loss: 0.0312457 | val_loss: 0.0312483 | Time: 2624.12 ms [2021-01-22 05:59:46 main:574] : INFO : Epoch 2027 | loss: 0.0312468 | val_loss: 0.0312479 | Time: 2614.38 ms [2021-01-22 05:59:49 main:574] : INFO : Epoch 2028 | loss: 0.0312488 | val_loss: 0.0312467 | Time: 2607.3 ms [2021-01-22 05:59:51 main:574] : INFO : Epoch 2029 | loss: 0.0312469 | val_loss: 0.031245 | Time: 2588.93 ms [2021-01-22 05:59:54 main:574] : INFO : Epoch 2030 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2633.41 ms [2021-01-22 05:59:57 main:574] : INFO : Epoch 2031 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 2633.87 ms [2021-01-22 05:59:59 main:574] : INFO : Epoch 2032 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2632.25 ms [2021-01-22 06:00:02 main:574] : INFO : Epoch 2033 | loss: 0.0312453 | val_loss: 0.0312447 | Time: 2652.5 ms [2021-01-22 06:00:05 main:574] : INFO : Epoch 2034 | loss: 0.031246 | val_loss: 0.0312446 | Time: 2634.1 ms [2021-01-22 06:00:07 main:574] : INFO : Epoch 2035 | loss: 0.0312467 | val_loss: 0.031245 | Time: 2638.53 ms [2021-01-22 06:00:10 main:574] : INFO : Epoch 2036 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 2668.68 ms [2021-01-22 06:00:13 main:574] : INFO : Epoch 2037 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2688.74 ms [2021-01-22 06:00:15 main:574] : INFO : Epoch 2038 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 2610.4 ms [2021-01-22 06:00:18 main:574] : INFO : Epoch 2039 | loss: 0.0312461 | val_loss: 0.031245 | Time: 2666.2 ms [2021-01-22 06:00:21 main:574] : INFO : Epoch 2040 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 2617.37 ms [2021-01-22 06:00:24 main:574] : INFO : Epoch 2041 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2630.26 ms [2021-01-22 06:00:26 main:574] : INFO : Epoch 2042 | loss: 0.0312455 | val_loss: 0.031249 | Time: 2592.93 ms [2021-01-22 06:00:29 main:574] : INFO : Epoch 2043 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 2651.47 ms [2021-01-22 06:00:32 main:574] : INFO : Epoch 2044 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 2591.43 ms [2021-01-22 06:00:34 main:574] : INFO : Epoch 2045 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2631.08 ms [2021-01-22 06:00:37 main:574] : INFO : Epoch 2046 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 2597.9 ms [2021-01-22 06:00:40 main:574] : INFO : Epoch 2047 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 2653.6 ms [2021-01-22 06:00:42 main:574] : INFO : Epoch 2048 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 2599.83 ms [2021-01-22 06:00:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312452 [2021-01-22 06:00:42 main:603] : INFO : Saving end state to config to file [2021-01-22 06:00:42 main:608] : INFO : Success, exiting.. 06:00:42 (15556): 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)