Task 3750908
| Name | ParityModified-1609265810-30589-2_0 |
| Workunit | 1928089 |
| Created | 21 Jan 2021, 16:53:48 UTC |
| Sent | 21 Jan 2021, 19:56:16 UTC |
| Report deadline | 28 Jan 2021, 19:56:16 UTC |
| Received | 21 Jan 2021, 22:30:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 1 hours 33 min 4 sec |
| CPU time | 1 hours 22 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311481 | val_loss: 0.0311691 | Time: 2685.65 ms
[2021-01-21 13:16:12 main:574] : INFO : Epoch 1543 | loss: 0.031149 | val_loss: 0.0311686 | Time: 2715.8 ms
[2021-01-21 13:16:15 main:574] : INFO : Epoch 1544 | loss: 0.031149 | val_loss: 0.0311679 | Time: 2662.61 ms
[2021-01-21 13:16:17 main:574] : INFO : Epoch 1545 | loss: 0.0311488 | val_loss: 0.0311683 | Time: 2635.57 ms
[2021-01-21 13:16:20 main:574] : INFO : Epoch 1546 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 2672.67 ms
[2021-01-21 13:16:23 main:574] : INFO : Epoch 1547 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 2630.06 ms
[2021-01-21 13:16:25 main:574] : INFO : Epoch 1548 | loss: 0.0311549 | val_loss: 0.0311625 | Time: 2678.79 ms
[2021-01-21 13:16:28 main:574] : INFO : Epoch 1549 | loss: 0.0311543 | val_loss: 0.0311656 | Time: 2649.91 ms
[2021-01-21 13:16:31 main:574] : INFO : Epoch 1550 | loss: 0.031154 | val_loss: 0.0311659 | Time: 2664.6 ms
[2021-01-21 13:16:34 main:574] : INFO : Epoch 1551 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 2650.85 ms
[2021-01-21 13:16:36 main:574] : INFO : Epoch 1552 | loss: 0.0311534 | val_loss: 0.031164 | Time: 2655.03 ms
[2021-01-21 13:16:39 main:574] : INFO : Epoch 1553 | loss: 0.0311511 | val_loss: 0.0311635 | Time: 2616.85 ms
[2021-01-21 13:16:42 main:574] : INFO : Epoch 1554 | loss: 0.0311505 | val_loss: 0.0311635 | Time: 2676.55 ms
[2021-01-21 13:16:44 main:574] : INFO : Epoch 1555 | loss: 0.0311497 | val_loss: 0.0311641 | Time: 2615.91 ms
[2021-01-21 13:16:47 main:574] : INFO : Epoch 1556 | loss: 0.0311495 | val_loss: 0.0311625 | Time: 2673.08 ms
[2021-01-21 13:16:50 main:574] : INFO : Epoch 1557 | loss: 0.031151 | val_loss: 0.0311648 | Time: 2667.48 ms
[2021-01-21 13:16:52 main:574] : INFO : Epoch 1558 | loss: 0.0311549 | val_loss: 0.0311626 | Time: 2662.09 ms
[2021-01-21 13:16:55 main:574] : INFO : Epoch 1559 | loss: 0.0311537 | val_loss: 0.0311649 | Time: 2670.01 ms
[2021-01-21 13:16:58 main:574] : INFO : Epoch 1560 | loss: 0.0311528 | val_loss: 0.0311622 | Time: 2633.51 ms
[2021-01-21 13:17:00 main:574] : INFO : Epoch 1561 | loss: 0.0311509 | val_loss: 0.031162 | Time: 2693.94 ms
[2021-01-21 13:17:03 main:574] : INFO : Epoch 1562 | loss: 0.0311504 | val_loss: 0.0311637 | Time: 2692.04 ms
[2021-01-21 13:17:06 main:574] : INFO : Epoch 1563 | loss: 0.0311505 | val_loss: 0.0311614 | Time: 2682.81 ms
[2021-01-21 13:17:09 main:574] : INFO : Epoch 1564 | loss: 0.0311512 | val_loss: 0.0311678 | Time: 2650.17 ms
[2021-01-21 13:17:11 main:574] : INFO : Epoch 1565 | loss: 0.0311499 | val_loss: 0.0311651 | Time: 2687.47 ms
[2021-01-21 13:17:14 main:574] : INFO : Epoch 1566 | loss: 0.0311481 | val_loss: 0.0311631 | Time: 2683.35 ms
[2021-01-21 13:17:17 main:574] : INFO : Epoch 1567 | loss: 0.0311504 | val_loss: 0.031166 | Time: 2641.02 ms
[2021-01-21 13:17:19 main:574] : INFO : Epoch 1568 | loss: 0.0311528 | val_loss: 0.0311634 | Time: 2686.65 ms
[2021-01-21 13:17:22 main:574] : INFO : Epoch 1569 | loss: 0.0311503 | val_loss: 0.0311629 | Time: 2675.51 ms
[2021-01-21 13:17:25 main:574] : INFO : Epoch 1570 | loss: 0.0311513 | val_loss: 0.0311649 | Time: 2676.1 ms
[2021-01-21 13:17:28 main:574] : INFO : Epoch 1571 | loss: 0.0311552 | val_loss: 0.0311706 | Time: 2677.17 ms
[2021-01-21 13:17:30 main:574] : INFO : Epoch 1572 | loss: 0.0311529 | val_loss: 0.0311651 | Time: 2635.78 ms
[2021-01-21 13:17:33 main:574] : INFO : Epoch 1573 | loss: 0.0311496 | val_loss: 0.0311646 | Time: 2695.57 ms
[2021-01-21 13:17:36 main:574] : INFO : Epoch 1574 | loss: 0.0311524 | val_loss: 0.0311673 | Time: 2751.81 ms
[2021-01-21 13:17:39 main:574] : INFO : Epoch 1575 | loss: 0.0311534 | val_loss: 0.0311659 | Time: 2645.09 ms
[2021-01-21 13:17:41 main:574] : INFO : Epoch 1576 | loss: 0.0311516 | val_loss: 0.0311627 | Time: 2704.74 ms
[2021-01-21 13:17:44 main:574] : INFO : Epoch 1577 | loss: 0.0311497 | val_loss: 0.0311637 | Time: 2658.11 ms
[2021-01-21 13:17:47 main:574] : INFO : Epoch 1578 | loss: 0.0311485 | val_loss: 0.031163 | Time: 2680.63 ms
[2021-01-21 13:17:49 main:574] : INFO : Epoch 1579 | loss: 0.0311497 | val_loss: 0.0311641 | Time: 2669.25 ms
[2021-01-21 13:17:52 main:574] : INFO : Epoch 1580 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 2623.42 ms
[2021-01-21 13:17:55 main:574] : INFO : Epoch 1581 | loss: 0.0311466 | val_loss: 0.0311637 | Time: 2644.96 ms
[2021-01-21 13:17:57 main:574] : INFO : Epoch 1582 | loss: 0.0311457 | val_loss: 0.0311629 | Time: 2611.85 ms
[2021-01-21 13:18:00 main:574] : INFO : Epoch 1583 | loss: 0.0311468 | val_loss: 0.0311632 | Time: 2616.27 ms
[2021-01-21 13:18:03 main:574] : INFO : Epoch 1584 | loss: 0.0311465 | val_loss: 0.031164 | Time: 2639.99 ms
[2021-01-21 13:18:05 main:574] : INFO : Epoch 1585 | loss: 0.0311471 | val_loss: 0.0311653 | Time: 2643.02 ms
[2021-01-21 13:18:08 main:574] : INFO : Epoch 1586 | loss: 0.0311475 | val_loss: 0.0311625 | Time: 2700.31 ms
[2021-01-21 13:18:11 main:574] : INFO : Epoch 1587 | loss: 0.0311463 | val_loss: 0.0311626 | Time: 2660.32 ms
[2021-01-21 13:18:14 main:574] : INFO : Epoch 1588 | loss: 0.0311463 | val_loss: 0.031162 | Time: 2659.51 ms
[2021-01-21 13:18:16 main:574] : INFO : Epoch 1589 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 2649.34 ms
[2021-01-21 13:18:19 main:574] : INFO : Epoch 1590 | loss: 0.0311455 | val_loss: 0.031163 | Time: 2666.25 ms
[2021-01-21 13:18:22 main:574] : INFO : Epoch 1591 | loss: 0.0311464 | val_loss: 0.0311683 | Time: 2692.48 ms
[2021-01-21 13:18:24 main:574] : INFO : Epoch 1592 | loss: 0.0311493 | val_loss: 0.0311709 | Time: 2658.14 ms
[2021-01-21 13:18:27 main:574] : INFO : Epoch 1593 | loss: 0.03115 | val_loss: 0.0311639 | Time: 2694.21 ms
[2021-01-21 13:18:30 main:574] : INFO : Epoch 1594 | loss: 0.0311494 | val_loss: 0.0311625 | Time: 2656.77 ms
[2021-01-21 13:18:32 main:574] : INFO : Epoch 1595 | loss: 0.031149 | val_loss: 0.0311652 | Time: 2625.27 ms
[2021-01-21 13:18:35 main:574] : INFO : Epoch 1596 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 2680.23 ms
[2021-01-21 13:18:38 main:574] : INFO : Epoch 1597 | loss: 0.0311501 | val_loss: 0.0311617 | Time: 2715.24 ms
[2021-01-21 13:18:41 main:574] : INFO : Epoch 1598 | loss: 0.0311517 | val_loss: 0.03116 | Time: 2668.61 ms
[2021-01-21 13:18:43 main:574] : INFO : Epoch 1599 | loss: 0.0311532 | val_loss: 0.0311663 | Time: 2680.93 ms
[2021-01-21 13:18:46 main:574] : INFO : Epoch 1600 | loss: 0.0311547 | val_loss: 0.0311663 | Time: 2647.5 ms
[2021-01-21 13:18:49 main:574] : INFO : Epoch 1601 | loss: 0.031153 | val_loss: 0.0311614 | Time: 2616.02 ms
[2021-01-21 13:18:51 main:574] : INFO : Epoch 1602 | loss: 0.0311509 | val_loss: 0.0311621 | Time: 2724.01 ms
[2021-01-21 13:18:54 main:574] : INFO : Epoch 1603 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 2610.29 ms
[2021-01-21 13:18:57 main:574] : INFO : Epoch 1604 | loss: 0.0311506 | val_loss: 0.0311592 | Time: 2792.74 ms
[2021-01-21 13:19:00 main:574] : INFO : Epoch 1605 | loss: 0.0311507 | val_loss: 0.0311606 | Time: 2625.22 ms
[2021-01-21 13:19:02 main:574] : INFO : Epoch 1606 | loss: 0.0311489 | val_loss: 0.0311617 | Time: 2662.82 ms
[2021-01-21 13:19:05 main:574] : INFO : Epoch 1607 | loss: 0.0311481 | val_loss: 0.0311607 | Time: 2655.81 ms
[2021-01-21 13:19:08 main:574] : INFO : Epoch 1608 | loss: 0.0311488 | val_loss: 0.0311604 | Time: 2665.02 ms
[2021-01-21 13:19:10 main:574] : INFO : Epoch 1609 | loss: 0.0311491 | val_loss: 0.0311612 | Time: 2670.99 ms
[2021-01-21 13:19:13 main:574] : INFO : Epoch 1610 | loss: 0.0311487 | val_loss: 0.0311607 | Time: 2620.98 ms
[2021-01-21 13:19:16 main:574] : INFO : Epoch 1611 | loss: 0.0311477 | val_loss: 0.0311599 | Time: 2641.23 ms
[2021-01-21 13:19:18 main:574] : INFO : Epoch 1612 | loss: 0.031147 | val_loss: 0.0311591 | Time: 2667.11 ms
[2021-01-21 13:19:21 main:574] : INFO : Epoch 1613 | loss: 0.0311468 | val_loss: 0.031162 | Time: 2620.77 ms
[2021-01-21 13:19:24 main:574] : INFO : Epoch 1614 | loss: 0.0311454 | val_loss: 0.0311624 | Time: 2698.65 ms
[2021-01-21 13:19:27 main:574] : INFO : Epoch 1615 | loss: 0.0311456 | val_loss: 0.0311619 | Time: 2698.22 ms
[2021-01-21 13:19:29 main:574] : INFO : Epoch 1616 | loss: 0.0311446 | val_loss: 0.0311625 | Time: 2720.34 ms
[2021-01-21 13:19:32 main:574] : INFO : Epoch 1617 | loss: 0.0311445 | val_loss: 0.0311594 | Time: 2615.82 ms
[2021-01-21 13:19:35 main:574] : INFO : Epoch 1618 | loss: 0.0311436 | val_loss: 0.0311597 | Time: 2659.23 ms
[2021-01-21 13:19:37 main:574] : INFO : Epoch 1619 | loss: 0.0311439 | val_loss: 0.0311603 | Time: 2675.35 ms
[2021-01-21 13:19:40 main:574] : INFO : Epoch 1620 | loss: 0.031144 | val_loss: 0.0311651 | Time: 2622.39 ms
[2021-01-21 13:19:43 main:574] : INFO : Epoch 1621 | loss: 0.0311497 | val_loss: 0.0311657 | Time: 2616.2 ms
[2021-01-21 13:19:45 main:574] : INFO : Epoch 1622 | loss: 0.031152 | val_loss: 0.0311607 | Time: 2717.72 ms
[2021-01-21 13:19:48 main:574] : INFO : Epoch 1623 | loss: 0.0311511 | val_loss: 0.0311586 | Time: 2655.05 ms
[2021-01-21 13:19:51 main:574] : INFO : Epoch 1624 | loss: 0.0311522 | val_loss: 0.031161 | Time: 2728.64 ms
[2021-01-21 13:19:54 main:574] : INFO : Epoch 1625 | loss: 0.0311461 | val_loss: 0.0311582 | Time: 2692.34 ms
[2021-01-21 13:19:56 main:574] : INFO : Epoch 1626 | loss: 0.0311452 | val_loss: 0.0311594 | Time: 2695.98 ms
[2021-01-21 13:19:59 main:574] : INFO : Epoch 1627 | loss: 0.0311455 | val_loss: 0.0311615 | Time: 2695.35 ms
[2021-01-21 13:20:02 main:574] : INFO : Epoch 1628 | loss: 0.0311459 | val_loss: 0.0311629 | Time: 2623.77 ms
[2021-01-21 13:20:04 main:574] : INFO : Epoch 1629 | loss: 0.0311482 | val_loss: 0.0311651 | Time: 2695.34 ms
[2021-01-21 13:20:07 main:574] : INFO : Epoch 1630 | loss: 0.0311504 | val_loss: 0.0311594 | Time: 2663.19 ms
[2021-01-21 13:20:10 main:574] : INFO : Epoch 1631 | loss: 0.0311485 | val_loss: 0.0311592 | Time: 2644.7 ms
[2021-01-21 13:20:12 main:574] : INFO : Epoch 1632 | loss: 0.031145 | val_loss: 0.0311599 | Time: 2713.58 ms
[2021-01-21 13:20:15 main:574] : INFO : Epoch 1633 | loss: 0.0311535 | val_loss: 0.0311688 | Time: 2668.03 ms
[2021-01-21 13:20:18 main:574] : INFO : Epoch 1634 | loss: 0.0311597 | val_loss: 0.0311698 | Time: 2648.71 ms
[2021-01-21 13:20:21 main:574] : INFO : Epoch 1635 | loss: 0.031156 | val_loss: 0.0311687 | Time: 2629.03 ms
[2021-01-21 13:20:24 main:574] : INFO : Epoch 1636 | loss: 0.0311531 | val_loss: 0.0311675 | Time: 2720.05 ms
[2021-01-21 13:20:26 main:574] : INFO : Epoch 1637 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 2624.59 ms
[2021-01-21 13:20:29 main:574] : INFO : Epoch 1638 | loss: 0.0311517 | val_loss: 0.031164 | Time: 2708.17 ms
[2021-01-21 13:20:32 main:574] : INFO : Epoch 1639 | loss: 0.0311507 | val_loss: 0.0311669 | Time: 2635.17 ms
[2021-01-21 13:20:34 main:574] : INFO : Epoch 1640 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 2676.2 ms
[2021-01-21 13:20:37 main:574] : INFO : Epoch 1641 | loss: 0.0311483 | val_loss: 0.031163 | Time: 2721.27 ms
[2021-01-21 13:20:40 main:574] : INFO : Epoch 1642 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 2682.6 ms
[2021-01-21 13:20:43 main:574] : INFO : Epoch 1643 | loss: 0.0311487 | val_loss: 0.031165 | Time: 2698.34 ms
[2021-01-21 13:20:45 main:574] : INFO : Epoch 1644 | loss: 0.0311504 | val_loss: 0.0311671 | Time: 2661.1 ms
[2021-01-21 13:20:48 main:574] : INFO : Epoch 1645 | loss: 0.0311506 | val_loss: 0.0311693 | Time: 2656.18 ms
[2021-01-21 13:20:51 main:574] : INFO : Epoch 1646 | loss: 0.0311498 | val_loss: 0.0311702 | Time: 2690.49 ms
[2021-01-21 13:20:53 main:574] : INFO : Epoch 1647 | loss: 0.0311511 | val_loss: 0.0311626 | Time: 2674.71 ms
[2021-01-21 13:20:56 main:574] : INFO : Epoch 1648 | loss: 0.0311484 | val_loss: 0.0311646 | Time: 2714.49 ms
[2021-01-21 13:20:59 main:574] : INFO : Epoch 1649 | loss: 0.0311485 | val_loss: 0.0311637 | Time: 2694.45 ms
[2021-01-21 13:21:02 main:574] : INFO : Epoch 1650 | loss: 0.031149 | val_loss: 0.031169 | Time: 2667.94 ms
[2021-01-21 13:21:04 main:574] : INFO : Epoch 1651 | loss: 0.0311505 | val_loss: 0.0311712 | Time: 2655 ms
[2021-01-21 13:21:07 main:574] : INFO : Epoch 1652 | loss: 0.0311504 | val_loss: 0.0311664 | Time: 2697.83 ms
[2021-01-21 13:21:10 main:574] : INFO : Epoch 1653 | loss: 0.0311492 | val_loss: 0.0311651 | Time: 2662.5 ms
[2021-01-21 13:21:13 main:574] : INFO : Epoch 1654 | loss: 0.0311477 | val_loss: 0.0311717 | Time: 2663.56 ms
[2021-01-21 13:21:15 main:574] : INFO : Epoch 1655 | loss: 0.0311485 | val_loss: 0.0311628 | Time: 2677.47 ms
[2021-01-21 13:21:18 main:574] : INFO : Epoch 1656 | loss: 0.0311459 | val_loss: 0.0311623 | Time: 2738.45 ms
[2021-01-21 13:21:21 main:574] : INFO : Epoch 1657 | loss: 0.0311461 | val_loss: 0.0311644 | Time: 2723.86 ms
[2021-01-21 13:21:23 main:574] : INFO : Epoch 1658 | loss: 0.0311453 | val_loss: 0.0311634 | Time: 2626.53 ms
[2021-01-21 13:21:26 main:574] : INFO : Epoch 1659 | loss: 0.031145 | val_loss: 0.0311614 | Time: 2640.94 ms
[2021-01-21 13:21:29 main:574] : INFO : Epoch 1660 | loss: 0.0311461 | val_loss: 0.0311697 | Time: 2639.35 ms
[2021-01-21 13:21:31 main:574] : INFO : Epoch 1661 | loss: 0.0311474 | val_loss: 0.0311624 | Time: 2665.91 ms
[2021-01-21 13:21:34 main:574] : INFO : Epoch 1662 | loss: 0.031147 | val_loss: 0.031166 | Time: 2721.27 ms
[2021-01-21 13:21:37 main:574] : INFO : Epoch 1663 | loss: 0.0311478 | val_loss: 0.0311643 | Time: 2664.75 ms
[2021-01-21 13:21:39 main:574] : INFO : Epoch 1664 | loss: 0.0311482 | val_loss: 0.0311631 | Time: 2645.14 ms
[2021-01-21 13:21:42 main:574] : INFO : Epoch 1665 | loss: 0.0311492 | val_loss: 0.0311613 | Time: 2668.22 ms
[2021-01-21 13:21:45 main:574] : INFO : Epoch 1666 | loss: 0.0311461 | val_loss: 0.0311611 | Time: 2630.49 ms
[2021-01-21 13:21:47 main:574] : INFO : Epoch 1667 | loss: 0.0311465 | val_loss: 0.031163 | Time: 2692.62 ms
[2021-01-21 13:21:50 main:574] : INFO : Epoch 1668 | loss: 0.0311467 | val_loss: 0.0311644 | Time: 2716.63 ms
[2021-01-21 13:21:53 main:574] : INFO : Epoch 1669 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 2625.08 ms
[2021-01-21 13:21:56 main:574] : INFO : Epoch 1670 | loss: 0.0311457 | val_loss: 0.0311637 | Time: 2662.5 ms
[2021-01-21 13:21:58 main:574] : INFO : Epoch 1671 | loss: 0.0311462 | val_loss: 0.0311667 | Time: 2667.14 ms
[2021-01-21 13:22:01 main:574] : INFO : Epoch 1672 | loss: 0.0311438 | val_loss: 0.0311609 | Time: 2633.2 ms
[2021-01-21 13:22:04 main:574] : INFO : Epoch 1673 | loss: 0.0311449 | val_loss: 0.0311605 | Time: 2687.35 ms
[2021-01-21 13:22:06 main:574] : INFO : Epoch 1674 | loss: 0.0311464 | val_loss: 0.0311641 | Time: 2656 ms
[2021-01-21 13:22:09 main:574] : INFO : Epoch 1675 | loss: 0.0311422 | val_loss: 0.0311622 | Time: 2624.91 ms
[2021-01-21 13:22:12 main:574] : INFO : Epoch 1676 | loss: 0.0311443 | val_loss: 0.0311623 | Time: 2622.76 ms
[2021-01-21 13:22:14 main:574] : INFO : Epoch 1677 | loss: 0.031143 | val_loss: 0.0311596 | Time: 2719.14 ms
[2021-01-21 13:22:17 main:574] : INFO : Epoch 1678 | loss: 0.0311429 | val_loss: 0.0311635 | Time: 2699.57 ms
[2021-01-21 13:22:20 main:574] : INFO : Epoch 1679 | loss: 0.0311438 | val_loss: 0.0311623 | Time: 2675.67 ms
[2021-01-21 13:22:22 main:574] : INFO : Epoch 1680 | loss: 0.0311434 | val_loss: 0.0311662 | Time: 2687.01 ms
[2021-01-21 13:22:25 main:574] : INFO : Epoch 1681 | loss: 0.0311455 | val_loss: 0.0311733 | Time: 2721.06 ms
[2021-01-21 13:22:28 main:574] : INFO : Epoch 1682 | loss: 0.0311467 | val_loss: 0.0311641 | Time: 2689.45 ms
[2021-01-21 13:22:31 main:574] : INFO : Epoch 1683 | loss: 0.0311438 | val_loss: 0.0311662 | Time: 2648.04 ms
[2021-01-21 13:22:33 main:574] : INFO : Epoch 1684 | loss: 0.0311421 | val_loss: 0.0311658 | Time: 2674.08 ms
[2021-01-21 13:22:36 main:574] : INFO : Epoch 1685 | loss: 0.0311425 | val_loss: 0.0311629 | Time: 2726.22 ms
[2021-01-21 13:22:39 main:574] : INFO : Epoch 1686 | loss: 0.0311488 | val_loss: 0.0311659 | Time: 2676.49 ms
[2021-01-21 13:22:41 main:574] : INFO : Epoch 1687 | loss: 0.0311481 | val_loss: 0.0311684 | Time: 2664.06 ms
[2021-01-21 13:22:44 main:574] : INFO : Epoch 1688 | loss: 0.0311446 | val_loss: 0.0311631 | Time: 2662.38 ms
[2021-01-21 13:22:47 main:574] : INFO : Epoch 1689 | loss: 0.0311423 | val_loss: 0.0311616 | Time: 2645.39 ms
[2021-01-21 13:22:49 main:574] : INFO : Epoch 1690 | loss: 0.0311484 | val_loss: 0.0311669 | Time: 2683.35 ms
[2021-01-21 13:22:52 main:574] : INFO : Epoch 1691 | loss: 0.031148 | val_loss: 0.0311646 | Time: 2650.78 ms
[2021-01-21 13:22:55 main:574] : INFO : Epoch 1692 | loss: 0.0311486 | val_loss: 0.0311693 | Time: 2683.42 ms
[2021-01-21 13:22:58 main:574] : INFO : Epoch 1693 | loss: 0.031148 | val_loss: 0.0311621 | Time: 2682.49 ms
[2021-01-21 13:23:00 main:574] : INFO : Epoch 1694 | loss: 0.0311472 | val_loss: 0.0311628 | Time: 2704.51 ms
[2021-01-21 13:23:03 main:574] : INFO : Epoch 1695 | loss: 0.031144 | val_loss: 0.031162 | Time: 2687.99 ms
[2021-01-21 13:23:06 main:574] : INFO : Epoch 1696 | loss: 0.0311424 | val_loss: 0.0311635 | Time: 2678.17 ms
[2021-01-21 13:23:09 main:574] : INFO : Epoch 1697 | loss: 0.0311422 | val_loss: 0.0311692 | Time: 2687.1 ms
[2021-01-21 13:23:12 main:574] : INFO : Epoch 1698 | loss: 0.0311442 | val_loss: 0.031165 | Time: 2680.73 ms
[2021-01-21 13:23:15 main:574] : INFO : Epoch 1699 | loss: 0.0311458 | val_loss: 0.0311634 | Time: 2693.23 ms
[2021-01-21 13:23:17 main:574] : INFO : Epoch 1700 | loss: 0.0311417 | val_loss: 0.0311677 | Time: 2668.81 ms
[2021-01-21 13:23:20 main:574] : INFO : Epoch 1701 | loss: 0.0311426 | val_loss: 0.0311753 | Time: 2637.97 ms
[2021-01-21 13:23:23 main:574] : INFO : Epoch 1702 | loss: 0.0311432 | val_loss: 0.0311658 | Time: 2697.36 ms
[2021-01-21 13:23:25 main:574] : INFO : Epoch 1703 | loss: 0.0311414 | val_loss: 0.0311654 | Time: 2656.47 ms
[2021-01-21 13:23:28 main:574] : INFO : Epoch 1704 | loss: 0.0311414 | val_loss: 0.0311637 | Time: 2635.37 ms
[2021-01-21 13:23:31 main:574] : INFO : Epoch 1705 | loss: 0.0311415 | val_loss: 0.0311646 | Time: 2655.95 ms
[2021-01-21 13:23:33 main:574] : INFO : Epoch 1706 | loss: 0.0311409 | val_loss: 0.0311709 | Time: 2711.29 ms
[2021-01-21 13:23:36 main:574] : INFO : Epoch 1707 | loss: 0.0311435 | val_loss: 0.0311659 | Time: 2720.75 ms
[2021-01-21 13:23:39 main:574] : INFO : Epoch 1708 | loss: 0.0311447 | val_loss: 0.0311654 | Time: 2642.93 ms
[2021-01-21 13:23:41 main:574] : INFO : Epoch 1709 | loss: 0.0311446 | val_loss: 0.0311647 | Time: 2738.9 ms
[2021-01-21 13:23:44 main:574] : INFO : Epoch 1710 | loss: 0.0311456 | val_loss: 0.0311646 | Time: 2659.6 ms
[2021-01-21 13:23:47 main:574] : INFO : Epoch 1711 | loss: 0.0311483 | val_loss: 0.0311651 | Time: 2659.67 ms
[2021-01-21 13:23:50 main:574] : INFO : Epoch 1712 | loss: 0.0311463 | val_loss: 0.0311631 | Time: 2691.89 ms
[2021-01-21 13:23:52 main:574] : INFO : Epoch 1713 | loss: 0.0311453 | val_loss: 0.0311627 | Time: 2660 ms
[2021-01-21 13:23:55 main:574] : INFO : Epoch 1714 | loss: 0.0311445 | val_loss: 0.0311617 | Time: 2645.68 ms
[2021-01-21 13:23:58 main:574] : INFO : Epoch 1715 | loss: 0.031149 | val_loss: 0.0311611 | Time: 2635.79 ms
[2021-01-21 13:24:00 main:574] : INFO : Epoch 1716 | loss: 0.031147 | val_loss: 0.0311601 | Time: 2660.11 ms
[2021-01-21 13:24:03 main:574] : INFO : Epoch 1717 | loss: 0.031146 | val_loss: 0.0311583 | Time: 2725.6 ms
[2021-01-21 13:24:06 main:574] : INFO : Epoch 1718 | loss: 0.0311453 | val_loss: 0.0311621 | Time: 2665.09 ms
[2021-01-21 13:24:08 main:574] : INFO : Epoch 1719 | loss: 0.031143 | val_loss: 0.0311589 | Time: 2717.93 ms
[2021-01-21 13:24:11 main:574] : INFO : Epoch 1720 | loss: 0.0311435 | val_loss: 0.0311639 | Time: 2689.19 ms
[2021-01-21 13:24:14 main:574] : INFO : Epoch 1721 | loss: 0.031145 | val_loss: 0.0311649 | Time: 2697.97 ms
[2021-01-21 13:24:17 main:574] : INFO : Epoch 1722 | loss: 0.0311434 | val_loss: 0.0311703 | Time: 2616.61 ms
[2021-01-21 13:24:19 main:574] : INFO : Epoch 1723 | loss: 0.0311425 | val_loss: 0.0311604 | Time: 2689.41 ms
[2021-01-21 13:24:22 main:574] : INFO : Epoch 1724 | loss: 0.0311427 | val_loss: 0.0311619 | Time: 2617.84 ms
[2021-01-21 13:24:25 main:574] : INFO : Epoch 1725 | loss: 0.0311427 | val_loss: 0.0311664 | Time: 2653.33 ms
[2021-01-21 13:24:27 main:574] : INFO : Epoch 1726 | loss: 0.0311452 | val_loss: 0.0311665 | Time: 2764.58 ms
[2021-01-21 13:24:30 main:574] : INFO : Epoch 1727 | loss: 0.031143 | val_loss: 0.0311611 | Time: 2613.24 ms
[2021-01-21 13:24:33 main:574] : INFO : Epoch 1728 | loss: 0.0311388 | val_loss: 0.0311596 | Time: 2625.34 ms
[2021-01-21 13:24:35 main:574] : INFO : Epoch 1729 | loss: 0.0311394 | val_loss: 0.0311656 | Time: 2697.23 ms
[2021-01-21 13:24:38 main:574] : INFO : Epoch 1730 | loss: 0.0311408 | val_loss: 0.0311597 | Time: 2639.02 ms
[2021-01-21 13:24:41 main:574] : INFO : Epoch 1731 | loss: 0.0311426 | val_loss: 0.0311614 | Time: 2632.94 ms
[2021-01-21 13:24:43 main:574] : INFO : Epoch 1732 | loss: 0.031141 | val_loss: 0.0311584 | Time: 2695.32 ms
[2021-01-21 13:24:46 main:574] : INFO : Epoch 1733 | loss: 0.0311416 | val_loss: 0.0311602 | Time: 2672.56 ms
[2021-01-21 13:24:49 main:574] : INFO : Epoch 1734 | loss: 0.0311393 | val_loss: 0.0311607 | Time: 2678.07 ms
[2021-01-21 13:24:52 main:574] : INFO : Epoch 1735 | loss: 0.0311401 | val_loss: 0.0311602 | Time: 2759.24 ms
[2021-01-21 13:24:55 main:574] : INFO : Epoch 1736 | loss: 0.0311429 | val_loss: 0.0311625 | Time: 2671.91 ms
[2021-01-21 13:24:58 main:574] : INFO : Epoch 1737 | loss: 0.0311404 | val_loss: 0.0311596 | Time: 2658.32 ms
[2021-01-21 13:25:01 main:574] : INFO : Epoch 1738 | loss: 0.0311399 | val_loss: 0.0311587 | Time: 2659.66 ms
[2021-01-21 13:25:03 main:574] : INFO : Epoch 1739 | loss: 0.0311389 | val_loss: 0.0311595 | Time: 2617.43 ms
[2021-01-21 13:25:06 main:574] : INFO : Epoch 1740 | loss: 0.0311405 | val_loss: 0.0311585 | Time: 2620.3 ms
[2021-01-21 13:25:09 main:574] : INFO : Epoch 1741 | loss: 0.0311453 | val_loss: 0.0311607 | Time: 2662.19 ms
[2021-01-21 13:25:12 main:574] : INFO : Epoch 1742 | loss: 0.0311439 | val_loss: 0.0311622 | Time: 2615.93 ms
[2021-01-21 13:25:16 main:574] : INFO : Epoch 1743 | loss: 0.0311421 | val_loss: 0.0311619 | Time: 2601.51 ms
[2021-01-21 13:25:19 main:574] : INFO : Epoch 1744 | loss: 0.031145 | val_loss: 0.0311668 | Time: 2603.21 ms
[2021-01-21 13:25:22 main:574] : INFO : Epoch 1745 | loss: 0.0311466 | val_loss: 0.0311654 | Time: 2607.53 ms
[2021-01-21 13:25:26 main:574] : INFO : Epoch 1746 | loss: 0.0311456 | val_loss: 0.0311686 | Time: 2607.64 ms
[2021-01-21 13:25:29 main:574] : INFO : Epoch 1747 | loss: 0.0311454 | val_loss: 0.0311657 | Time: 2604.8 ms
[2021-01-21 13:25:32 main:574] : INFO : Epoch 1748 | loss: 0.0311442 | val_loss: 0.031163 | Time: 2611.55 ms
[2021-01-21 13:25:35 main:574] : INFO : Epoch 1749 | loss: 0.0311449 | val_loss: 0.0311606 | Time: 2610.9 ms
[2021-01-21 13:25:38 main:574] : INFO : Epoch 1750 | loss: 0.0311433 | val_loss: 0.0311603 | Time: 2611.04 ms
[2021-01-21 13:25:40 main:574] : INFO : Epoch 1751 | loss: 0.0311408 | val_loss: 0.0311589 | Time: 2704.06 ms
[2021-01-21 13:25:43 main:574] : INFO : Epoch 1752 | loss: 0.0311403 | val_loss: 0.0311608 | Time: 2642.48 ms
[2021-01-21 13:25:46 main:574] : INFO : Epoch 1753 | loss: 0.0311385 | val_loss: 0.0311599 | Time: 2759.33 ms
[2021-01-21 13:25:48 main:574] : INFO : Epoch 1754 | loss: 0.0311373 | val_loss: 0.0311612 | Time: 2645.1 ms
[2021-01-21 13:25:51 main:574] : INFO : Epoch 1755 | loss: 0.0311371 | val_loss: 0.031162 | Time: 2645.5 ms
[2021-01-21 13:25:54 main:574] : INFO : Epoch 1756 | loss: 0.0311387 | val_loss: 0.0311634 | Time: 2626.87 ms
[2021-01-21 13:25:57 main:574] : INFO : Epoch 1757 | loss: 0.0311441 | val_loss: 0.0311785 | Time: 2660.12 ms
[2021-01-21 13:26:00 main:574] : INFO : Epoch 1758 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 2622.82 ms
[2021-01-21 13:26:02 main:574] : INFO : Epoch 1759 | loss: 0.031167 | val_loss: 0.0311698 | Time: 2629.77 ms
[2021-01-21 13:26:05 main:574] : INFO : Epoch 1760 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 2662.34 ms
[2021-01-21 13:26:08 main:574] : INFO : Epoch 1761 | loss: 0.0311596 | val_loss: 0.0311647 | Time: 2633.24 ms
[2021-01-21 13:26:11 main:574] : INFO : Epoch 1762 | loss: 0.0311544 | val_loss: 0.031166 | Time: 2616.94 ms
[2021-01-21 13:26:13 main:574] : INFO : Epoch 1763 | loss: 0.0311524 | val_loss: 0.0311652 | Time: 2669.51 ms
[2021-01-21 13:26:16 main:574] : INFO : Epoch 1764 | loss: 0.0311523 | val_loss: 0.0311657 | Time: 2662.63 ms
[2021-01-21 13:26:19 main:574] : INFO : Epoch 1765 | loss: 0.0311526 | val_loss: 0.0311662 | Time: 2692.73 ms
[2021-01-21 13:26:22 main:574] : INFO : Epoch 1766 | loss: 0.0311545 | val_loss: 0.0311659 | Time: 2693.46 ms
[2021-01-21 13:26:24 main:574] : INFO : Epoch 1767 | loss: 0.031153 | val_loss: 0.0311686 | Time: 2716.33 ms
[2021-01-21 13:26:27 main:574] : INFO : Epoch 1768 | loss: 0.0311524 | val_loss: 0.031163 | Time: 2662.24 ms
[2021-01-21 13:26:30 main:574] : INFO : Epoch 1769 | loss: 0.0311521 | val_loss: 0.0311683 | Time: 2670.28 ms
[2021-01-21 13:26:33 main:574] : INFO : Epoch 1770 | loss: 0.0311542 | val_loss: 0.0311674 | Time: 2755.27 ms
[2021-01-21 13:26:35 main:574] : INFO : Epoch 1771 | loss: 0.0311608 | val_loss: 0.0311744 | Time: 2743.7 ms
[2021-01-21 13:26:38 main:574] : INFO : Epoch 1772 | loss: 0.0311649 | val_loss: 0.031166 | Time: 2750.45 ms
[2021-01-21 13:26:41 main:574] : INFO : Epoch 1773 | loss: 0.0311578 | val_loss: 0.0311606 | Time: 2645.63 ms
[2021-01-21 13:26:43 main:574] : INFO : Epoch 1774 | loss: 0.0311532 | val_loss: 0.0311598 | Time: 2654.67 ms
[2021-01-21 13:26:46 main:574] : INFO : Epoch 1775 | loss: 0.0311507 | val_loss: 0.0311607 | Time: 2636.32 ms
[2021-01-21 13:26:49 main:574] : INFO : Epoch 1776 | loss: 0.0311503 | val_loss: 0.0311598 | Time: 2644.18 ms
[2021-01-21 13:26:52 main:574] : INFO : Epoch 1777 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 2693.16 ms
[2021-01-21 13:26:54 main:574] : INFO : Epoch 1778 | loss: 0.0311551 | val_loss: 0.0311667 | Time: 2713.9 ms
[2021-01-21 13:26:57 main:574] : INFO : Epoch 1779 | loss: 0.0311508 | val_loss: 0.0311681 | Time: 2677.98 ms
[2021-01-21 13:27:00 main:574] : INFO : Epoch 1780 | loss: 0.0311476 | val_loss: 0.0311612 | Time: 2791.09 ms
[2021-01-21 13:27:03 main:574] : INFO : Epoch 1781 | loss: 0.0311467 | val_loss: 0.0311609 | Time: 2749.79 ms
[2021-01-21 13:27:05 main:574] : INFO : Epoch 1782 | loss: 0.0311479 | val_loss: 0.0311588 | Time: 2668.86 ms
[2021-01-21 13:27:08 main:574] : INFO : Epoch 1783 | loss: 0.0311461 | val_loss: 0.0311637 | Time: 2639.7 ms
[2021-01-21 13:27:11 main:574] : INFO : Epoch 1784 | loss: 0.0311447 | val_loss: 0.0311625 | Time: 2639.08 ms
[2021-01-21 13:27:13 main:574] : INFO : Epoch 1785 | loss: 0.031145 | val_loss: 0.031166 | Time: 2618.16 ms
[2021-01-21 13:27:16 main:574] : INFO : Epoch 1786 | loss: 0.0311436 | val_loss: 0.0311663 | Time: 2699.51 ms
[2021-01-21 13:27:19 main:574] : INFO : Epoch 1787 | loss: 0.0311455 | val_loss: 0.0311621 | Time: 2690.35 ms
[2021-01-21 13:27:22 main:574] : INFO : Epoch 1788 | loss: 0.0311456 | val_loss: 0.0311603 | Time: 2633.66 ms
[2021-01-21 13:27:24 main:574] : INFO : Epoch 1789 | loss: 0.0311443 | val_loss: 0.031163 | Time: 2649.19 ms
[2021-01-21 13:27:27 main:574] : INFO : Epoch 1790 | loss: 0.0311455 | val_loss: 0.0311641 | Time: 2697.8 ms
[2021-01-21 13:27:30 main:574] : INFO : Epoch 1791 | loss: 0.0311438 | val_loss: 0.0311673 | Time: 2628.78 ms
[2021-01-21 13:27:32 main:574] : INFO : Epoch 1792 | loss: 0.0311485 | val_loss: 0.0311622 | Time: 2724.95 ms
[2021-01-21 13:27:35 main:574] : INFO : Epoch 1793 | loss: 0.0311478 | val_loss: 0.031164 | Time: 2613.83 ms
[2021-01-21 13:27:38 main:574] : INFO : Epoch 1794 | loss: 0.0311464 | val_loss: 0.0311666 | Time: 2641.17 ms
[2021-01-21 13:27:40 main:574] : INFO : Epoch 1795 | loss: 0.031146 | val_loss: 0.0311644 | Time: 2682.8 ms
[2021-01-21 13:27:43 main:574] : INFO : Epoch 1796 | loss: 0.0311444 | val_loss: 0.0311638 | Time: 2701.04 ms
[2021-01-21 13:27:46 main:574] : INFO : Epoch 1797 | loss: 0.0311455 | val_loss: 0.0311632 | Time: 2697.26 ms
[2021-01-21 13:27:48 main:574] : INFO : Epoch 1798 | loss: 0.0311442 | val_loss: 0.0311603 | Time: 2659.14 ms
[2021-01-21 13:27:51 main:574] : INFO : Epoch 1799 | loss: 0.0311451 | val_loss: 0.0311659 | Time: 2697.07 ms
[2021-01-21 13:27:54 main:574] : INFO : Epoch 1800 | loss: 0.0311448 | val_loss: 0.0311634 | Time: 2742.33 ms
[2021-01-21 13:27:57 main:574] : INFO : Epoch 1801 | loss: 0.0311447 | val_loss: 0.0311666 | Time: 2676.4 ms
[2021-01-21 13:27:59 main:574] : INFO : Epoch 1802 | loss: 0.031147 | val_loss: 0.0311676 | Time: 2706.23 ms
[2021-01-21 13:28:02 main:574] : INFO : Epoch 1803 | loss: 0.0311462 | val_loss: 0.0311688 | Time: 2671.65 ms
[2021-01-21 13:28:05 main:574] : INFO : Epoch 1804 | loss: 0.031146 | val_loss: 0.0311642 | Time: 2642.92 ms
[2021-01-21 13:28:07 main:574] : INFO : Epoch 1805 | loss: 0.0311459 | val_loss: 0.031164 | Time: 2683.77 ms
[2021-01-21 13:28:10 main:574] : INFO : Epoch 1806 | loss: 0.0311486 | val_loss: 0.0311663 | Time: 2664.98 ms
[2021-01-21 13:28:13 main:574] : INFO : Epoch 1807 | loss: 0.0311581 | val_loss: 0.0311639 | Time: 2628.5 ms
[2021-01-21 13:28:15 main:574] : INFO : Epoch 1808 | loss: 0.0311564 | val_loss: 0.031161 | Time: 2626.24 ms
[2021-01-21 13:28:18 main:574] : INFO : Epoch 1809 | loss: 0.0311517 | val_loss: 0.0311603 | Time: 2752.42 ms
[2021-01-21 13:28:21 main:574] : INFO : Epoch 1810 | loss: 0.0311689 | val_loss: 0.0311787 | Time: 2636.58 ms
[2021-01-21 13:28:24 main:574] : INFO : Epoch 1811 | loss: 0.0311645 | val_loss: 0.0311603 | Time: 2668.37 ms
[2021-01-21 13:28:26 main:574] : INFO : Epoch 1812 | loss: 0.031156 | val_loss: 0.0311584 | Time: 2681.76 ms
[2021-01-21 13:28:29 main:574] : INFO : Epoch 1813 | loss: 0.0311541 | val_loss: 0.031162 | Time: 2776.97 ms
[2021-01-21 13:28:32 main:574] : INFO : Epoch 1814 | loss: 0.0311553 | val_loss: 0.0311628 | Time: 2631.85 ms
[2021-01-21 13:28:34 main:574] : INFO : Epoch 1815 | loss: 0.0311518 | val_loss: 0.031158 | Time: 2708.45 ms
[2021-01-21 13:28:37 main:574] : INFO : Epoch 1816 | loss: 0.0311484 | val_loss: 0.0311591 | Time: 2657.44 ms
[2021-01-21 13:28:40 main:574] : INFO : Epoch 1817 | loss: 0.0311517 | val_loss: 0.0311633 | Time: 2654.91 ms
[2021-01-21 13:28:42 main:574] : INFO : Epoch 1818 | loss: 0.031157 | val_loss: 0.0311657 | Time: 2680.28 ms
[2021-01-21 13:28:45 main:574] : INFO : Epoch 1819 | loss: 0.031157 | val_loss: 0.0311646 | Time: 2644.09 ms
[2021-01-21 13:28:48 main:574] : INFO : Epoch 1820 | loss: 0.0311573 | val_loss: 0.0311617 | Time: 2737.14 ms
[2021-01-21 13:28:51 main:574] : INFO : Epoch 1821 | loss: 0.0311598 | val_loss: 0.0311713 | Time: 2626.73 ms
[2021-01-21 13:28:53 main:574] : INFO : Epoch 1822 | loss: 0.0311593 | val_loss: 0.0311668 | Time: 2631.8 ms
[2021-01-21 13:28:56 main:574] : INFO : Epoch 1823 | loss: 0.0311566 | val_loss: 0.031167 | Time: 2620.14 ms
[2021-01-21 13:28:59 main:574] : INFO : Epoch 1824 | loss: 0.0311551 | val_loss: 0.0311648 | Time: 2666.61 ms
[2021-01-21 13:29:01 main:574] : INFO : Epoch 1825 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 2664.43 ms
[2021-01-21 13:29:04 main:574] : INFO : Epoch 1826 | loss: 0.0311593 | val_loss: 0.0311662 | Time: 2648.44 ms
[2021-01-21 13:29:07 main:574] : INFO : Epoch 1827 | loss: 0.0311536 | val_loss: 0.0311627 | Time: 2709.42 ms
[2021-01-21 13:29:09 main:574] : INFO : Epoch 1828 | loss: 0.0311533 | val_loss: 0.0311607 | Time: 2610.96 ms
[2021-01-21 13:29:12 main:574] : INFO : Epoch 1829 | loss: 0.0311504 | val_loss: 0.0311619 | Time: 2618.39 ms
[2021-01-21 13:29:15 main:574] : INFO : Epoch 1830 | loss: 0.0311503 | val_loss: 0.0311651 | Time: 2654.04 ms
[2021-01-21 13:29:17 main:574] : INFO : Epoch 1831 | loss: 0.0311502 | val_loss: 0.0311606 | Time: 2655.52 ms
[2021-01-21 13:29:20 main:574] : INFO : Epoch 1832 | loss: 0.0311486 | val_loss: 0.0311587 | Time: 2696.89 ms
[2021-01-21 13:29:23 main:574] : INFO : Epoch 1833 | loss: 0.0311504 | val_loss: 0.0311633 | Time: 2659.03 ms
[2021-01-21 13:29:25 main:574] : INFO : Epoch 1834 | loss: 0.0311544 | val_loss: 0.0311653 | Time: 2688.88 ms
[2021-01-21 13:29:28 main:574] : INFO : Epoch 1835 | loss: 0.0311582 | val_loss: 0.0311699 | Time: 2621.04 ms
[2021-01-21 13:29:31 main:574] : INFO : Epoch 1836 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 2677.31 ms
[2021-01-21 13:29:33 main:574] : INFO : Epoch 1837 | loss: 0.0311602 | val_loss: 0.0311645 | Time: 2633.06 ms
[2021-01-21 13:29:37 main:574] : INFO : Epoch 1838 | loss: 0.0311538 | val_loss: 0.0311616 | Time: 2662.08 ms
[2021-01-21 13:29:39 main:574] : INFO : Epoch 1839 | loss: 0.0311517 | val_loss: 0.0311589 | Time: 2644.17 ms
[2021-01-21 13:29:42 main:574] : INFO : Epoch 1840 | loss: 0.0311518 | val_loss: 0.0311636 | Time: 2678.53 ms
[2021-01-21 13:29:45 main:574] : INFO : Epoch 1841 | loss: 0.0311523 | val_loss: 0.0311613 | Time: 2634.69 ms
[2021-01-21 13:29:47 main:574] : INFO : Epoch 1842 | loss: 0.0311513 | val_loss: 0.031163 | Time: 2653.55 ms
[2021-01-21 13:29:50 main:574] : INFO : Epoch 1843 | loss: 0.0311509 | val_loss: 0.0311574 | Time: 2622.54 ms
[2021-01-21 13:29:53 main:574] : INFO : Epoch 1844 | loss: 0.0311482 | val_loss: 0.03116 | Time: 2668.14 ms
[2021-01-21 13:29:55 main:574] : INFO : Epoch 1845 | loss: 0.0311468 | val_loss: 0.0311584 | Time: 2620.5 ms
[2021-01-21 13:29:58 main:574] : INFO : Epoch 1846 | loss: 0.0311463 | val_loss: 0.0311592 | Time: 2643.11 ms
[2021-01-21 13:30:01 main:574] : INFO : Epoch 1847 | loss: 0.0311477 | val_loss: 0.0311574 | Time: 2713.94 ms
[2021-01-21 13:30:04 main:574] : INFO : Epoch 1848 | loss: 0.0311465 | val_loss: 0.0311581 | Time: 2665.58 ms
[2021-01-21 13:30:06 main:574] : INFO : Epoch 1849 | loss: 0.0311482 | val_loss: 0.0311617 | Time: 2706.59 ms
[2021-01-21 13:30:09 main:574] : INFO : Epoch 1850 | loss: 0.031152 | val_loss: 0.0311628 | Time: 2686.45 ms
[2021-01-21 13:30:12 main:574] : INFO : Epoch 1851 | loss: 0.0311491 | val_loss: 0.0311603 | Time: 2687.62 ms
[2021-01-21 13:30:15 main:574] : INFO : Epoch 1852 | loss: 0.031147 | val_loss: 0.0311608 | Time: 2765.58 ms
[2021-01-21 13:30:17 main:574] : INFO : Epoch 1853 | loss: 0.0311483 | val_loss: 0.0311609 | Time: 2658.42 ms
[2021-01-21 13:30:20 main:574] : INFO : Epoch 1854 | loss: 0.0311459 | val_loss: 0.0311579 | Time: 2655.24 ms
[2021-01-21 13:30:23 main:574] : INFO : Epoch 1855 | loss: 0.0311444 | val_loss: 0.0311632 | Time: 2655.12 ms
[2021-01-21 13:30:26 main:574] : INFO : Epoch 1856 | loss: 0.0311451 | val_loss: 0.0311583 | Time: 2615.32 ms
[2021-01-21 13:30:28 main:574] : INFO : Epoch 1857 | loss: 0.0311468 | val_loss: 0.0311595 | Time: 2643.56 ms
[2021-01-21 13:30:31 main:574] : INFO : Epoch 1858 | loss: 0.0311476 | val_loss: 0.0311549 | Time: 2681.92 ms
[2021-01-21 13:30:34 main:574] : INFO : Epoch 1859 | loss: 0.0311451 | val_loss: 0.0311579 | Time: 2656.25 ms
[2021-01-21 13:30:37 main:574] : INFO : Epoch 1860 | loss: 0.0311427 | val_loss: 0.0311584 | Time: 2667.05 ms
[2021-01-21 13:30:39 main:574] : INFO : Epoch 1861 | loss: 0.0311428 | val_loss: 0.0311573 | Time: 2686.38 ms
[2021-01-21 13:30:42 main:574] : INFO : Epoch 1862 | loss: 0.0311426 | val_loss: 0.0311593 | Time: 2624.45 ms
[2021-01-21 13:30:45 main:574] : INFO : Epoch 1863 | loss: 0.031144 | val_loss: 0.0311581 | Time: 2727.93 ms
[2021-01-21 13:30:47 main:574] : INFO : Epoch 1864 | loss: 0.0311454 | val_loss: 0.0311581 | Time: 2723.5 ms
[2021-01-21 13:30:50 main:574] : INFO : Epoch 1865 | loss: 0.031147 | val_loss: 0.031161 | Time: 2655.78 ms
[2021-01-21 13:30:53 main:574] : INFO : Epoch 1866 | loss: 0.0311464 | val_loss: 0.0311595 | Time: 2672.44 ms
[2021-01-21 13:30:56 main:574] : INFO : Epoch 1867 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 2690.85 ms
[2021-01-21 13:30:58 main:574] : INFO : Epoch 1868 | loss: 0.0311438 | val_loss: 0.0311552 | Time: 2653.73 ms
[2021-01-21 13:31:01 main:574] : INFO : Epoch 1869 | loss: 0.0311434 | val_loss: 0.0311574 | Time: 2652.86 ms
[2021-01-21 13:31:04 main:574] : INFO : Epoch 1870 | loss: 0.0311455 | val_loss: 0.0311592 | Time: 2730.92 ms
[2021-01-21 13:31:06 main:574] : INFO : Epoch 1871 | loss: 0.0311454 | val_loss: 0.0311574 | Time: 2673.94 ms
[2021-01-21 13:31:09 main:574] : INFO : Epoch 1872 | loss: 0.0311463 | val_loss: 0.0311564 | Time: 2633.88 ms
[2021-01-21 13:31:12 main:574] : INFO : Epoch 1873 | loss: 0.0311419 | val_loss: 0.0311552 | Time: 2694.9 ms
[2021-01-21 13:31:15 main:574] : INFO : Epoch 1874 | loss: 0.031145 | val_loss: 0.0311576 | Time: 2685.13 ms
[2021-01-21 13:31:18 main:574] : INFO : Epoch 1875 | loss: 0.031147 | val_loss: 0.031159 | Time: 2680.18 ms
[2021-01-21 13:31:21 main:574] : INFO : Epoch 1876 | loss: 0.0311436 | val_loss: 0.0311558 | Time: 2701.97 ms
[2021-01-21 13:31:23 main:574] : INFO : Epoch 1877 | loss: 0.031145 | val_loss: 0.0311574 | Time: 2652.83 ms
[2021-01-21 13:31:26 main:574] : INFO : Epoch 1878 | loss: 0.0311433 | val_loss: 0.0311702 | Time: 2624.23 ms
[2021-01-21 13:31:29 main:574] : INFO : Epoch 1879 | loss: 0.0311426 | val_loss: 0.031168 | Time: 2659.13 ms
[2021-01-21 13:31:31 main:574] : INFO : Epoch 1880 | loss: 0.0311428 | val_loss: 0.0311646 | Time: 2613.99 ms
[2021-01-21 13:31:34 main:574] : INFO : Epoch 1881 | loss: 0.0311411 | val_loss: 0.0311609 | Time: 2618.36 ms
[2021-01-21 13:31:37 main:574] : INFO : Epoch 1882 | loss: 0.0311418 | val_loss: 0.0311592 | Time: 2635.52 ms
[2021-01-21 13:31:39 main:574] : INFO : Epoch 1883 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 2655.53 ms
[2021-01-21 13:31:42 main:574] : INFO : Epoch 1884 | loss: 0.0311594 | val_loss: 0.0311671 | Time: 2630.71 ms
[2021-01-21 13:31:45 main:574] : INFO : Epoch 1885 | loss: 0.031169 | val_loss: 0.031172 | Time: 2681.39 ms
[2021-01-21 13:31:47 main:574] : INFO : Epoch 1886 | loss: 0.03117 | val_loss: 0.0311667 | Time: 2697.65 ms
[2021-01-21 13:31:50 main:574] : INFO : Epoch 1887 | loss: 0.0311679 | val_loss: 0.0311658 | Time: 2665.85 ms
[2021-01-21 13:31:53 main:574] : INFO : Epoch 1888 | loss: 0.0311695 | val_loss: 0.0311682 | Time: 2635.43 ms
[2021-01-21 13:31:56 main:574] : INFO : Epoch 1889 | loss: 0.0311658 | val_loss: 0.0311665 | Time: 2653.68 ms
[2021-01-21 13:31:58 main:574] : INFO : Epoch 1890 | loss: 0.0311639 | val_loss: 0.0311645 | Time: 2714.31 ms
[2021-01-21 13:32:01 main:574] : INFO : Epoch 1891 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 2677.79 ms
[2021-01-21 13:32:04 main:574] : INFO : Epoch 1892 | loss: 0.0311678 | val_loss: 0.0311659 | Time: 2649.47 ms
[2021-01-21 13:32:06 main:574] : INFO : Epoch 1893 | loss: 0.0311637 | val_loss: 0.0311653 | Time: 2655.93 ms
[2021-01-21 13:32:09 main:574] : INFO : Epoch 1894 | loss: 0.0311634 | val_loss: 0.0311681 | Time: 2673.31 ms
[2021-01-21 13:32:12 main:574] : INFO : Epoch 1895 | loss: 0.0311617 | val_loss: 0.031163 | Time: 2649.95 ms
[2021-01-21 13:32:14 main:574] : INFO : Epoch 1896 | loss: 0.0311602 | val_loss: 0.0311632 | Time: 2654.04 ms
[2021-01-21 13:32:17 main:574] : INFO : Epoch 1897 | loss: 0.0311599 | val_loss: 0.0311629 | Time: 2625.41 ms
[2021-01-21 13:32:20 main:574] : INFO : Epoch 1898 | loss: 0.0311588 | val_loss: 0.0311627 | Time: 2679.81 ms
[2021-01-21 13:32:23 main:574] : INFO : Epoch 1899 | loss: 0.0311603 | val_loss: 0.031171 | Time: 2708.13 ms
[2021-01-21 13:32:26 main:574] : INFO : Epoch 1900 | loss: 0.0311608 | val_loss: 0.031164 | Time: 2666.95 ms
[2021-01-21 13:32:28 main:574] : INFO : Epoch 1901 | loss: 0.0311599 | val_loss: 0.0311652 | Time: 2669.26 ms
[2021-01-21 13:32:31 main:574] : INFO : Epoch 1902 | loss: 0.0311626 | val_loss: 0.0311646 | Time: 2615.12 ms
[2021-01-21 13:32:34 main:574] : INFO : Epoch 1903 | loss: 0.0311606 | val_loss: 0.0311657 | Time: 2664.82 ms
[2021-01-21 13:32:36 main:574] : INFO : Epoch 1904 | loss: 0.0311684 | val_loss: 0.0311752 | Time: 2640.72 ms
[2021-01-21 13:32:39 main:574] : INFO : Epoch 1905 | loss: 0.0311723 | val_loss: 0.0311715 | Time: 2625.8 ms
[2021-01-21 13:32:42 main:574] : INFO : Epoch 1906 | loss: 0.0311768 | val_loss: 0.031175 | Time: 2692.14 ms
[2021-01-21 13:32:44 main:574] : INFO : Epoch 1907 | loss: 0.0311744 | val_loss: 0.0311705 | Time: 2651.27 ms
[2021-01-21 13:32:47 main:574] : INFO : Epoch 1908 | loss: 0.0311691 | val_loss: 0.0311652 | Time: 2645.7 ms
[2021-01-21 13:32:50 main:574] : INFO : Epoch 1909 | loss: 0.0311657 | val_loss: 0.0311617 | Time: 2676.72 ms
[2021-01-21 13:32:52 main:574] : INFO : Epoch 1910 | loss: 0.0311673 | val_loss: 0.0311683 | Time: 2617.82 ms
[2021-01-21 13:32:55 main:574] : INFO : Epoch 1911 | loss: 0.0311712 | val_loss: 0.0311717 | Time: 2613.22 ms
[2021-01-21 13:32:58 main:574] : INFO : Epoch 1912 | loss: 0.0311765 | val_loss: 0.0311857 | Time: 2682.34 ms
[2021-01-21 13:33:01 main:574] : INFO : Epoch 1913 | loss: 0.03119 | val_loss: 0.031202 | Time: 2706.35 ms
[2021-01-21 13:33:03 main:574] : INFO : Epoch 1914 | loss: 0.0311973 | val_loss: 0.0311953 | Time: 2615.4 ms
[2021-01-21 13:33:06 main:574] : INFO : Epoch 1915 | loss: 0.0311956 | val_loss: 0.0311919 | Time: 2623.25 ms
[2021-01-21 13:33:08 main:574] : INFO : Epoch 1916 | loss: 0.031193 | val_loss: 0.0311925 | Time: 2628.47 ms
[2021-01-21 13:33:11 main:574] : INFO : Epoch 1917 | loss: 0.031193 | val_loss: 0.0311883 | Time: 2698.82 ms
[2021-01-21 13:33:14 main:574] : INFO : Epoch 1918 | loss: 0.031188 | val_loss: 0.0311891 | Time: 2675.03 ms
[2021-01-21 13:33:17 main:574] : INFO : Epoch 1919 | loss: 0.0311874 | val_loss: 0.0311858 | Time: 2671.66 ms
[2021-01-21 13:33:19 main:574] : INFO : Epoch 1920 | loss: 0.031186 | val_loss: 0.0311853 | Time: 2651.37 ms
[2021-01-21 13:33:22 main:574] : INFO : Epoch 1921 | loss: 0.031185 | val_loss: 0.0311851 | Time: 2654.57 ms
[2021-01-21 13:33:25 main:574] : INFO : Epoch 1922 | loss: 0.0311846 | val_loss: 0.0311858 | Time: 2703.61 ms
[2021-01-21 13:33:27 main:574] : INFO : Epoch 1923 | loss: 0.0311869 | val_loss: 0.0311858 | Time: 2732.97 ms
[2021-01-21 13:33:30 main:574] : INFO : Epoch 1924 | loss: 0.0311885 | val_loss: 0.0311862 | Time: 2721.26 ms
[2021-01-21 13:33:33 main:574] : INFO : Epoch 1925 | loss: 0.031184 | val_loss: 0.0311839 | Time: 2722.43 ms
[2021-01-21 13:33:36 main:574] : INFO : Epoch 1926 | loss: 0.031183 | val_loss: 0.0311839 | Time: 2650.85 ms
[2021-01-21 13:33:38 main:574] : INFO : Epoch 1927 | loss: 0.0311825 | val_loss: 0.0311904 | Time: 2689.76 ms
[2021-01-21 13:33:41 main:574] : INFO : Epoch 1928 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 2667.15 ms
[2021-01-21 13:33:44 main:574] : INFO : Epoch 1929 | loss: 0.0311858 | val_loss: 0.0311858 | Time: 2705.35 ms
[2021-01-21 13:33:46 main:574] : INFO : Epoch 1930 | loss: 0.0311826 | val_loss: 0.0311834 | Time: 2704.97 ms
[2021-01-21 13:33:49 main:574] : INFO : Epoch 1931 | loss: 0.031182 | val_loss: 0.0311858 | Time: 2670.85 ms
[2021-01-21 13:33:52 main:574] : INFO : Epoch 1932 | loss: 0.0311812 | val_loss: 0.0311889 | Time: 2674.12 ms
[2021-01-21 13:33:55 main:574] : INFO : Epoch 1933 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 2709.43 ms
[2021-01-21 13:33:57 main:574] : INFO : Epoch 1934 | loss: 0.0311828 | val_loss: 0.031184 | Time: 2665.99 ms
[2021-01-21 13:34:00 main:574] : INFO : Epoch 1935 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 2637.91 ms
[2021-01-21 13:34:03 main:574] : INFO : Epoch 1936 | loss: 0.0311844 | val_loss: 0.0311926 | Time: 2639.93 ms
[2021-01-21 13:34:05 main:574] : INFO : Epoch 1937 | loss: 0.0311896 | val_loss: 0.0311884 | Time: 2673.66 ms
[2021-01-21 13:34:08 main:574] : INFO : Epoch 1938 | loss: 0.031189 | val_loss: 0.0311928 | Time: 2689.3 ms
[2021-01-21 13:34:11 main:574] : INFO : Epoch 1939 | loss: 0.0311881 | val_loss: 0.0311906 | Time: 2672.92 ms
[2021-01-21 13:34:13 main:574] : INFO : Epoch 1940 | loss: 0.0311888 | val_loss: 0.0311847 | Time: 2693.71 ms
[2021-01-21 13:34:16 main:574] : INFO : Epoch 1941 | loss: 0.0311869 | val_loss: 0.0311862 | Time: 2678.75 ms
[2021-01-21 13:34:19 main:574] : INFO : Epoch 1942 | loss: 0.0311844 | val_loss: 0.0311827 | Time: 2670.89 ms
[2021-01-21 13:34:21 main:574] : INFO : Epoch 1943 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 2658.2 ms
[2021-01-21 13:34:24 main:574] : INFO : Epoch 1944 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 2661.63 ms
[2021-01-21 13:34:27 main:574] : INFO : Epoch 1945 | loss: 0.0311814 | val_loss: 0.0311856 | Time: 2655.31 ms
[2021-01-21 13:34:30 main:574] : INFO : Epoch 1946 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 2703.94 ms
[2021-01-21 13:34:32 main:574] : INFO : Epoch 1947 | loss: 0.0311829 | val_loss: 0.0311872 | Time: 2639.59 ms
[2021-01-21 13:34:35 main:574] : INFO : Epoch 1948 | loss: 0.03118 | val_loss: 0.0311868 | Time: 2721.99 ms
[2021-01-21 13:34:38 main:574] : INFO : Epoch 1949 | loss: 0.0311823 | val_loss: 0.0311854 | Time: 2622.43 ms
[2021-01-21 13:34:40 main:574] : INFO : Epoch 1950 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 2665.56 ms
[2021-01-21 13:34:43 main:574] : INFO : Epoch 1951 | loss: 0.0311788 | val_loss: 0.0311877 | Time: 2613.57 ms
[2021-01-21 13:34:46 main:574] : INFO : Epoch 1952 | loss: 0.0311784 | val_loss: 0.0311838 | Time: 2668.42 ms
[2021-01-21 13:34:48 main:574] : INFO : Epoch 1953 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 2608.99 ms
[2021-01-21 13:34:51 main:574] : INFO : Epoch 1954 | loss: 0.0311776 | val_loss: 0.031184 | Time: 2704.34 ms
[2021-01-21 13:34:54 main:574] : INFO : Epoch 1955 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 2632.81 ms
[2021-01-21 13:34:56 main:574] : INFO : Epoch 1956 | loss: 0.0311759 | val_loss: 0.0311831 | Time: 2728.53 ms
[2021-01-21 13:34:59 main:574] : INFO : Epoch 1957 | loss: 0.0311754 | val_loss: 0.0311833 | Time: 2650.77 ms
[2021-01-21 13:35:02 main:574] : INFO : Epoch 1958 | loss: 0.031175 | val_loss: 0.0311843 | Time: 2685.67 ms
[2021-01-21 13:35:04 main:574] : INFO : Epoch 1959 | loss: 0.0311762 | val_loss: 0.0311855 | Time: 2676.4 ms
[2021-01-21 13:35:07 main:574] : INFO : Epoch 1960 | loss: 0.0311762 | val_loss: 0.0311835 | Time: 2622.04 ms
[2021-01-21 13:35:10 main:574] : INFO : Epoch 1961 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 2702.57 ms
[2021-01-21 13:35:12 main:574] : INFO : Epoch 1962 | loss: 0.0311753 | val_loss: 0.0311832 | Time: 2666.32 ms
[2021-01-21 13:35:15 main:574] : INFO : Epoch 1963 | loss: 0.0311766 | val_loss: 0.0311898 | Time: 2696.27 ms
[2021-01-21 13:35:18 main:574] : INFO : Epoch 1964 | loss: 0.0311769 | val_loss: 0.0311879 | Time: 2699.37 ms
[2021-01-21 13:35:21 main:574] : INFO : Epoch 1965 | loss: 0.0311796 | val_loss: 0.0311878 | Time: 2666.63 ms
[2021-01-21 13:35:23 main:574] : INFO : Epoch 1966 | loss: 0.0311791 | val_loss: 0.0311876 | Time: 2709.55 ms
[2021-01-21 13:35:26 main:574] : INFO : Epoch 1967 | loss: 0.0311751 | val_loss: 0.0311836 | Time: 2730.11 ms
[2021-01-21 13:35:29 main:574] : INFO : Epoch 1968 | loss: 0.0311743 | val_loss: 0.031192 | Time: 2673.24 ms
[2021-01-21 13:35:32 main:574] : INFO : Epoch 1969 | loss: 0.0311772 | val_loss: 0.0311939 | Time: 2818.43 ms
[2021-01-21 13:35:34 main:574] : INFO : Epoch 1970 | loss: 0.0311761 | val_loss: 0.0311855 | Time: 2661.5 ms
[2021-01-21 13:35:37 main:574] : INFO : Epoch 1971 | loss: 0.0311737 | val_loss: 0.0311839 | Time: 2693.96 ms
[2021-01-21 13:35:40 main:574] : INFO : Epoch 1972 | loss: 0.0311729 | val_loss: 0.0311841 | Time: 2625.91 ms
[2021-01-21 13:35:42 main:574] : INFO : Epoch 1973 | loss: 0.0311775 | val_loss: 0.0311856 | Time: 2646.19 ms
[2021-01-21 13:35:45 main:574] : INFO : Epoch 1974 | loss: 0.0311771 | val_loss: 0.0311867 | Time: 2708.02 ms
[2021-01-21 13:35:48 main:574] : INFO : Epoch 1975 | loss: 0.0311758 | val_loss: 0.0311838 | Time: 2628.79 ms
[2021-01-21 13:35:50 main:574] : INFO : Epoch 1976 | loss: 0.031176 | val_loss: 0.0311842 | Time: 2684.03 ms
[2021-01-21 13:35:53 main:574] : INFO : Epoch 1977 | loss: 0.0311739 | val_loss: 0.0311843 | Time: 2721.73 ms
[2021-01-21 13:35:56 main:574] : INFO : Epoch 1978 | loss: 0.0311744 | val_loss: 0.031194 | Time: 2684.34 ms
[2021-01-21 13:35:59 main:574] : INFO : Epoch 1979 | loss: 0.0311758 | val_loss: 0.031189 | Time: 2700.2 ms
[2021-01-21 13:36:01 main:574] : INFO : Epoch 1980 | loss: 0.0311725 | val_loss: 0.0311853 | Time: 2662.31 ms
[2021-01-21 13:36:04 main:574] : INFO : Epoch 1981 | loss: 0.0311761 | val_loss: 0.0311915 | Time: 2673.22 ms
[2021-01-21 13:36:07 main:574] : INFO : Epoch 1982 | loss: 0.0311761 | val_loss: 0.0311897 | Time: 2623.97 ms
[2021-01-21 13:36:09 main:574] : INFO : Epoch 1983 | loss: 0.0311775 | val_loss: 0.0311887 | Time: 2660.36 ms
[2021-01-21 13:36:12 main:574] : INFO : Epoch 1984 | loss: 0.0311743 | val_loss: 0.031186 | Time: 2614.44 ms
[2021-01-21 13:36:15 main:574] : INFO : Epoch 1985 | loss: 0.0311738 | val_loss: 0.0311853 | Time: 2609.19 ms
[2021-01-21 13:36:17 main:574] : INFO : Epoch 1986 | loss: 0.0311734 | val_loss: 0.0311856 | Time: 2612.9 ms
[2021-01-21 13:36:20 main:574] : INFO : Epoch 1987 | loss: 0.0311759 | val_loss: 0.0311923 | Time: 2702.6 ms
[2021-01-21 13:36:23 main:574] : INFO : Epoch 1988 | loss: 0.031176 | val_loss: 0.0311859 | Time: 2705.04 ms
[2021-01-21 13:36:26 main:574] : INFO : Epoch 1989 | loss: 0.0311772 | val_loss: 0.0311845 | Time: 2684.36 ms
[2021-01-21 13:36:28 main:574] : INFO : Epoch 1990 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 2687.59 ms
[2021-01-21 13:36:31 main:574] : INFO : Epoch 1991 | loss: 0.0311788 | val_loss: 0.0311845 | Time: 2646.68 ms
[2021-01-21 13:36:34 main:574] : INFO : Epoch 1992 | loss: 0.0311781 | val_loss: 0.0311851 | Time: 2614.68 ms
[2021-01-21 13:36:36 main:574] : INFO : Epoch 1993 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2630.01 ms
[2021-01-21 13:36:39 main:574] : INFO : Epoch 1994 | loss: 0.0311733 | val_loss: 0.0311841 | Time: 2616.11 ms
[2021-01-21 13:36:42 main:574] : INFO : Epoch 1995 | loss: 0.0311717 | val_loss: 0.031182 | Time: 2706.01 ms
[2021-01-21 13:36:44 main:574] : INFO : Epoch 1996 | loss: 0.0311721 | val_loss: 0.0311846 | Time: 2635.88 ms
[2021-01-21 13:36:47 main:574] : INFO : Epoch 1997 | loss: 0.0311732 | val_loss: 0.0311847 | Time: 2641.5 ms
[2021-01-21 13:36:50 main:574] : INFO : Epoch 1998 | loss: 0.0311755 | val_loss: 0.0311876 | Time: 2686.84 ms
[2021-01-21 13:36:52 main:574] : INFO : Epoch 1999 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 2630.69 ms
[2021-01-21 13:36:55 main:574] : INFO : Epoch 2000 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 2690.41 ms
[2021-01-21 13:36:58 main:574] : INFO : Epoch 2001 | loss: 0.0311773 | val_loss: 0.0311828 | Time: 2725.15 ms
[2021-01-21 13:37:01 main:574] : INFO : Epoch 2002 | loss: 0.0311779 | val_loss: 0.0311837 | Time: 2688.12 ms
[2021-01-21 13:37:03 main:574] : INFO : Epoch 2003 | loss: 0.0311756 | val_loss: 0.0311871 | Time: 2689.44 ms
[2021-01-21 13:37:06 main:574] : INFO : Epoch 2004 | loss: 0.0311774 | val_loss: 0.031185 | Time: 2676.96 ms
[2021-01-21 13:37:09 main:574] : INFO : Epoch 2005 | loss: 0.0311733 | val_loss: 0.0311836 | Time: 2664.48 ms
[2021-01-21 13:37:11 main:574] : INFO : Epoch 2006 | loss: 0.0311738 | val_loss: 0.0311836 | Time: 2659.65 ms
[2021-01-21 13:37:14 main:574] : INFO : Epoch 2007 | loss: 0.0311729 | val_loss: 0.0311863 | Time: 2624.74 ms
[2021-01-21 13:37:17 main:574] : INFO : Epoch 2008 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 2696.94 ms
[2021-01-21 13:37:20 main:574] : INFO : Epoch 2009 | loss: 0.0311754 | val_loss: 0.0311837 | Time: 2684.99 ms
[2021-01-21 13:37:23 main:574] : INFO : Epoch 2010 | loss: 0.031173 | val_loss: 0.0311877 | Time: 2685.68 ms
[2021-01-21 13:37:25 main:574] : INFO : Epoch 2011 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 2694.07 ms
[2021-01-21 13:37:28 main:574] : INFO : Epoch 2012 | loss: 0.0311713 | val_loss: 0.0311873 | Time: 2690.99 ms
[2021-01-21 13:37:31 main:574] : INFO : Epoch 2013 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 2725.6 ms
[2021-01-21 13:37:33 main:574] : INFO : Epoch 2014 | loss: 0.0311765 | val_loss: 0.031183 | Time: 2628.11 ms
[2021-01-21 13:37:36 main:574] : INFO : Epoch 2015 | loss: 0.0311733 | val_loss: 0.0311871 | Time: 2621.66 ms
[2021-01-21 13:37:39 main:574] : INFO : Epoch 2016 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 2688.42 ms
[2021-01-21 13:37:41 main:574] : INFO : Epoch 2017 | loss: 0.031172 | val_loss: 0.0311831 | Time: 2638.51 ms
[2021-01-21 13:37:44 main:574] : INFO : Epoch 2018 | loss: 0.0311716 | val_loss: 0.0311817 | Time: 2736.94 ms
[2021-01-21 13:37:47 main:574] : INFO : Epoch 2019 | loss: 0.031171 | val_loss: 0.031185 | Time: 2704.22 ms
[2021-01-21 13:37:50 main:574] : INFO : Epoch 2020 | loss: 0.0311711 | val_loss: 0.0311825 | Time: 2721.66 ms
[2021-01-21 13:37:52 main:574] : INFO : Epoch 2021 | loss: 0.0311732 | val_loss: 0.0311836 | Time: 2638.74 ms
[2021-01-21 13:37:55 main:574] : INFO : Epoch 2022 | loss: 0.0311708 | val_loss: 0.0311882 | Time: 2619.93 ms
[2021-01-21 13:37:58 main:574] : INFO : Epoch 2023 | loss: 0.0311747 | val_loss: 0.0311858 | Time: 2744.37 ms
[2021-01-21 13:38:00 main:574] : INFO : Epoch 2024 | loss: 0.0311754 | val_loss: 0.0311921 | Time: 2634.68 ms
[2021-01-21 13:38:03 main:574] : INFO : Epoch 2025 | loss: 0.0311769 | val_loss: 0.0311843 | Time: 2686.21 ms
[2021-01-21 13:38:06 main:574] : INFO : Epoch 2026 | loss: 0.0311718 | val_loss: 0.0311845 | Time: 2689.74 ms
[2021-01-21 13:38:09 main:574] : INFO : Epoch 2027 | loss: 0.0311712 | val_loss: 0.0311846 | Time: 2668.95 ms
[2021-01-21 13:38:11 main:574] : INFO : Epoch 2028 | loss: 0.0311723 | val_loss: 0.0311845 | Time: 2649.45 ms
[2021-01-21 13:38:14 main:574] : INFO : Epoch 2029 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 2673.7 ms
[2021-01-21 13:38:17 main:574] : INFO : Epoch 2030 | loss: 0.0311706 | val_loss: 0.0311862 | Time: 2701.23 ms
[2021-01-21 13:38:20 main:574] : INFO : Epoch 2031 | loss: 0.0311719 | val_loss: 0.0311883 | Time: 2733.88 ms
[2021-01-21 13:38:22 main:574] : INFO : Epoch 2032 | loss: 0.0311713 | val_loss: 0.0311811 | Time: 2677.18 ms
[2021-01-21 13:38:25 main:574] : INFO : Epoch 2033 | loss: 0.0311693 | val_loss: 0.0311825 | Time: 2680.78 ms
[2021-01-21 13:38:28 main:574] : INFO : Epoch 2034 | loss: 0.0311706 | val_loss: 0.0311832 | Time: 2710.58 ms
[2021-01-21 13:38:30 main:574] : INFO : Epoch 2035 | loss: 0.0311691 | val_loss: 0.0311849 | Time: 2698.43 ms
[2021-01-21 13:38:33 main:574] : INFO : Epoch 2036 | loss: 0.0311715 | val_loss: 0.031192 | Time: 2631.58 ms
[2021-01-21 13:38:36 main:574] : INFO : Epoch 2037 | loss: 0.0311722 | val_loss: 0.031184 | Time: 2636.38 ms
[2021-01-21 13:38:38 main:574] : INFO : Epoch 2038 | loss: 0.031171 | val_loss: 0.0311902 | Time: 2700.98 ms
[2021-01-21 13:38:41 main:574] : INFO : Epoch 2039 | loss: 0.031173 | val_loss: 0.0311845 | Time: 2709.9 ms
[2021-01-21 13:38:44 main:574] : INFO : Epoch 2040 | loss: 0.0311676 | val_loss: 0.031183 | Time: 2669.63 ms
[2021-01-21 13:38:47 main:574] : INFO : Epoch 2041 | loss: 0.0311711 | val_loss: 0.0311889 | Time: 2658.49 ms
[2021-01-21 13:38:49 main:574] : INFO : Epoch 2042 | loss: 0.0311723 | val_loss: 0.0311903 | Time: 2672.14 ms
[2021-01-21 13:38:52 main:574] : INFO : Epoch 2043 | loss: 0.0311698 | val_loss: 0.0311842 | Time: 2714.83 ms
[2021-01-21 13:38:55 main:574] : INFO : Epoch 2044 | loss: 0.0311763 | val_loss: 0.0311888 | Time: 2696.89 ms
[2021-01-21 13:38:57 main:574] : INFO : Epoch 2045 | loss: 0.0311711 | val_loss: 0.0311823 | Time: 2656.22 ms
[2021-01-21 13:39:00 main:574] : INFO : Epoch 2046 | loss: 0.0311681 | val_loss: 0.0311833 | Time: 2680.15 ms
[2021-01-21 13:39:03 main:574] : INFO : Epoch 2047 | loss: 0.0311696 | val_loss: 0.031182 | Time: 2645.02 ms
[2021-01-21 13:39:05 main:574] : INFO : Epoch 2048 | loss: 0.0311688 | val_loss: 0.0311821 | Time: 2700.67 ms
[2021-01-21 13:39:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311821
[2021-01-21 13:39:05 main:603] : INFO : Saving end state to config to file
[2021-01-21 13:39:05 main:608] : INFO : Success, exiting..
13:39:05 (11108): 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)