Task 3699525
| Name | ParityModified-1608177384-20476-2_3 |
| Workunit | 1793098 |
| Created | 16 Jan 2021, 3:47:00 UTC |
| Sent | 16 Jan 2021, 3:53:55 UTC |
| Report deadline | 23 Jan 2021, 3:53:55 UTC |
| Received | 16 Jan 2021, 7:27:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4506 |
| Run time | 2 hours 30 min 46 sec |
| CPU time | 2 hours 25 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,376.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> :50:28 main:574] : INFO : Epoch 1542 | loss: 0.0311479 | val_loss: 0.0311682 | Time: 2897.69 ms [2021-01-16 05:50:31 main:574] : INFO : Epoch 1543 | loss: 0.0311499 | val_loss: 0.031172 | Time: 2843.7 ms [2021-01-16 05:50:37 main:574] : INFO : Epoch 1544 | loss: 0.031151 | val_loss: 0.0311704 | Time: 6547.97 ms [2021-01-16 05:50:44 main:574] : INFO : Epoch 1545 | loss: 0.0311545 | val_loss: 0.031168 | Time: 6874.76 ms [2021-01-16 05:50:48 main:574] : INFO : Epoch 1546 | loss: 0.0311551 | val_loss: 0.0311689 | Time: 3423.51 ms [2021-01-16 05:50:51 main:574] : INFO : Epoch 1547 | loss: 0.0311507 | val_loss: 0.0311722 | Time: 2834.94 ms [2021-01-16 05:50:54 main:574] : INFO : Epoch 1548 | loss: 0.0311504 | val_loss: 0.0311692 | Time: 2825.42 ms [2021-01-16 05:50:58 main:574] : INFO : Epoch 1549 | loss: 0.0311477 | val_loss: 0.0311722 | Time: 4170.87 ms [2021-01-16 05:51:05 main:574] : INFO : Epoch 1550 | loss: 0.031147 | val_loss: 0.0311665 | Time: 6984.01 ms [2021-01-16 05:51:10 main:574] : INFO : Epoch 1551 | loss: 0.0311463 | val_loss: 0.0311666 | Time: 5448.64 ms [2021-01-16 05:51:13 main:574] : INFO : Epoch 1552 | loss: 0.031145 | val_loss: 0.0311694 | Time: 2870.65 ms [2021-01-16 05:51:16 main:574] : INFO : Epoch 1553 | loss: 0.0311451 | val_loss: 0.0311667 | Time: 2878.15 ms [2021-01-16 05:51:19 main:574] : INFO : Epoch 1554 | loss: 0.0311476 | val_loss: 0.0311676 | Time: 2825.92 ms [2021-01-16 05:51:25 main:574] : INFO : Epoch 1555 | loss: 0.0311465 | val_loss: 0.0311707 | Time: 5870.02 ms [2021-01-16 05:51:32 main:574] : INFO : Epoch 1556 | loss: 0.0311455 | val_loss: 0.0311765 | Time: 7145.5 ms [2021-01-16 05:51:36 main:574] : INFO : Epoch 1557 | loss: 0.0311534 | val_loss: 0.031174 | Time: 3853.83 ms [2021-01-16 05:51:39 main:574] : INFO : Epoch 1558 | loss: 0.0311524 | val_loss: 0.0311733 | Time: 2837.37 ms [2021-01-16 05:51:42 main:574] : INFO : Epoch 1559 | loss: 0.0311516 | val_loss: 0.0311791 | Time: 2835.42 ms [2021-01-16 05:51:45 main:574] : INFO : Epoch 1560 | loss: 0.031153 | val_loss: 0.0311803 | Time: 3320.89 ms [2021-01-16 05:51:52 main:574] : INFO : Epoch 1561 | loss: 0.0311529 | val_loss: 0.0311709 | Time: 6837.67 ms [2021-01-16 05:51:59 main:574] : INFO : Epoch 1562 | loss: 0.0311516 | val_loss: 0.0311718 | Time: 6445.75 ms [2021-01-16 05:52:02 main:574] : INFO : Epoch 1563 | loss: 0.0311552 | val_loss: 0.0311802 | Time: 2829.38 ms [2021-01-16 05:52:05 main:574] : INFO : Epoch 1564 | loss: 0.0311526 | val_loss: 0.0311705 | Time: 2863.51 ms [2021-01-16 05:52:08 main:574] : INFO : Epoch 1565 | loss: 0.0311481 | val_loss: 0.0311759 | Time: 2819.8 ms [2021-01-16 05:52:13 main:574] : INFO : Epoch 1566 | loss: 0.0311457 | val_loss: 0.0311739 | Time: 4866.07 ms [2021-01-16 05:52:19 main:574] : INFO : Epoch 1567 | loss: 0.0311455 | val_loss: 0.0311749 | Time: 6827.8 ms [2021-01-16 05:52:24 main:574] : INFO : Epoch 1568 | loss: 0.0311467 | val_loss: 0.0311726 | Time: 4910.35 ms [2021-01-16 05:52:27 main:574] : INFO : Epoch 1569 | loss: 0.0311461 | val_loss: 0.0311724 | Time: 2819.84 ms [2021-01-16 05:52:30 main:574] : INFO : Epoch 1570 | loss: 0.0311462 | val_loss: 0.0311733 | Time: 2856.21 ms [2021-01-16 05:52:33 main:574] : INFO : Epoch 1571 | loss: 0.0311453 | val_loss: 0.0311746 | Time: 2866.76 ms [2021-01-16 05:52:40 main:574] : INFO : Epoch 1572 | loss: 0.0311484 | val_loss: 0.031175 | Time: 6607.47 ms [2021-01-16 05:52:47 main:574] : INFO : Epoch 1573 | loss: 0.0311476 | val_loss: 0.0311732 | Time: 6842.74 ms [2021-01-16 05:52:50 main:574] : INFO : Epoch 1574 | loss: 0.0311456 | val_loss: 0.0311703 | Time: 3066.99 ms [2021-01-16 05:52:53 main:574] : INFO : Epoch 1575 | loss: 0.0311439 | val_loss: 0.0311686 | Time: 2855.41 ms [2021-01-16 05:52:56 main:574] : INFO : Epoch 1576 | loss: 0.0311439 | val_loss: 0.031172 | Time: 2840.62 ms [2021-01-16 05:53:00 main:574] : INFO : Epoch 1577 | loss: 0.0311427 | val_loss: 0.0311716 | Time: 4263.18 ms [2021-01-16 05:53:07 main:574] : INFO : Epoch 1578 | loss: 0.031142 | val_loss: 0.0311735 | Time: 6833.77 ms [2021-01-16 05:53:13 main:574] : INFO : Epoch 1579 | loss: 0.0311412 | val_loss: 0.0311715 | Time: 5542.8 ms [2021-01-16 05:53:16 main:574] : INFO : Epoch 1580 | loss: 0.0311411 | val_loss: 0.03117 | Time: 2908.39 ms [2021-01-16 05:53:19 main:574] : INFO : Epoch 1581 | loss: 0.0311415 | val_loss: 0.0311719 | Time: 2848.42 ms [2021-01-16 05:53:22 main:574] : INFO : Epoch 1582 | loss: 0.031142 | val_loss: 0.0311725 | Time: 2891.19 ms [2021-01-16 05:53:28 main:574] : INFO : Epoch 1583 | loss: 0.0311421 | val_loss: 0.0311703 | Time: 6026.12 ms [2021-01-16 05:53:35 main:574] : INFO : Epoch 1584 | loss: 0.031142 | val_loss: 0.0311714 | Time: 6896.09 ms [2021-01-16 05:53:38 main:574] : INFO : Epoch 1585 | loss: 0.0311436 | val_loss: 0.0311724 | Time: 3712.5 ms [2021-01-16 05:53:41 main:574] : INFO : Epoch 1586 | loss: 0.0311551 | val_loss: 0.0311716 | Time: 2856.55 ms [2021-01-16 05:53:44 main:574] : INFO : Epoch 1587 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 2826.51 ms [2021-01-16 05:53:48 main:574] : INFO : Epoch 1588 | loss: 0.0311637 | val_loss: 0.0311736 | Time: 3642.7 ms [2021-01-16 05:53:55 main:574] : INFO : Epoch 1589 | loss: 0.031157 | val_loss: 0.0311659 | Time: 6887.33 ms [2021-01-16 05:54:01 main:574] : INFO : Epoch 1590 | loss: 0.0311566 | val_loss: 0.0311661 | Time: 6073 ms [2021-01-16 05:54:04 main:574] : INFO : Epoch 1591 | loss: 0.031154 | val_loss: 0.0311639 | Time: 2834.7 ms [2021-01-16 05:54:07 main:574] : INFO : Epoch 1592 | loss: 0.0311498 | val_loss: 0.0311686 | Time: 2838.84 ms [2021-01-16 05:54:10 main:574] : INFO : Epoch 1593 | loss: 0.0311461 | val_loss: 0.0311708 | Time: 2813.92 ms [2021-01-16 05:54:15 main:574] : INFO : Epoch 1594 | loss: 0.0311451 | val_loss: 0.031168 | Time: 5425.85 ms [2021-01-16 05:54:22 main:574] : INFO : Epoch 1595 | loss: 0.0311462 | val_loss: 0.0311739 | Time: 6881.91 ms [2021-01-16 05:54:27 main:574] : INFO : Epoch 1596 | loss: 0.0311477 | val_loss: 0.0311673 | Time: 4244.53 ms [2021-01-16 05:54:29 main:574] : INFO : Epoch 1597 | loss: 0.0311482 | val_loss: 0.031173 | Time: 2850.24 ms [2021-01-16 05:54:32 main:574] : INFO : Epoch 1598 | loss: 0.0311442 | val_loss: 0.0311634 | Time: 2847.32 ms [2021-01-16 05:54:36 main:574] : INFO : Epoch 1599 | loss: 0.031149 | val_loss: 0.0311677 | Time: 3239.51 ms [2021-01-16 05:54:43 main:574] : INFO : Epoch 1600 | loss: 0.0311497 | val_loss: 0.0311689 | Time: 6821.19 ms [2021-01-16 05:54:49 main:574] : INFO : Epoch 1601 | loss: 0.0311475 | val_loss: 0.0311697 | Time: 6287.47 ms [2021-01-16 05:54:52 main:574] : INFO : Epoch 1602 | loss: 0.031158 | val_loss: 0.0311698 | Time: 2828.66 ms [2021-01-16 05:54:55 main:574] : INFO : Epoch 1603 | loss: 0.0311567 | val_loss: 0.0311654 | Time: 2816.8 ms [2021-01-16 05:54:58 main:574] : INFO : Epoch 1604 | loss: 0.0311556 | val_loss: 0.031169 | Time: 2842.88 ms [2021-01-16 05:55:03 main:574] : INFO : Epoch 1605 | loss: 0.0311521 | val_loss: 0.0311699 | Time: 5368.23 ms [2021-01-16 05:55:10 main:574] : INFO : Epoch 1606 | loss: 0.0311533 | val_loss: 0.0311689 | Time: 6870.33 ms [2021-01-16 05:55:15 main:574] : INFO : Epoch 1607 | loss: 0.0311512 | val_loss: 0.0311716 | Time: 4488.53 ms [2021-01-16 05:55:18 main:574] : INFO : Epoch 1608 | loss: 0.0311508 | val_loss: 0.0311739 | Time: 2834.63 ms [2021-01-16 05:55:20 main:574] : INFO : Epoch 1609 | loss: 0.0311509 | val_loss: 0.0311705 | Time: 2870.12 ms [2021-01-16 05:55:23 main:574] : INFO : Epoch 1610 | loss: 0.0311482 | val_loss: 0.0311726 | Time: 2825.68 ms [2021-01-16 05:55:30 main:574] : INFO : Epoch 1611 | loss: 0.0311468 | val_loss: 0.0311737 | Time: 6787.05 ms [2021-01-16 05:55:37 main:574] : INFO : Epoch 1612 | loss: 0.0311467 | val_loss: 0.0311745 | Time: 6847.25 ms [2021-01-16 05:55:40 main:574] : INFO : Epoch 1613 | loss: 0.031147 | val_loss: 0.0311732 | Time: 2968.54 ms [2021-01-16 05:55:43 main:574] : INFO : Epoch 1614 | loss: 0.0311482 | val_loss: 0.0311753 | Time: 2866.13 ms [2021-01-16 05:55:46 main:574] : INFO : Epoch 1615 | loss: 0.031151 | val_loss: 0.0311721 | Time: 2819.53 ms [2021-01-16 05:55:50 main:574] : INFO : Epoch 1616 | loss: 0.0311564 | val_loss: 0.0311731 | Time: 3961.74 ms [2021-01-16 05:55:57 main:574] : INFO : Epoch 1617 | loss: 0.0311533 | val_loss: 0.0311714 | Time: 6882.19 ms [2021-01-16 05:56:03 main:574] : INFO : Epoch 1618 | loss: 0.0311537 | val_loss: 0.031171 | Time: 5570.41 ms [2021-01-16 05:56:06 main:574] : INFO : Epoch 1619 | loss: 0.03115 | val_loss: 0.0311704 | Time: 2847.25 ms [2021-01-16 05:56:09 main:574] : INFO : Epoch 1620 | loss: 0.0311498 | val_loss: 0.0311689 | Time: 2814.45 ms [2021-01-16 05:56:12 main:574] : INFO : Epoch 1621 | loss: 0.0311583 | val_loss: 0.031173 | Time: 2816.34 ms [2021-01-16 05:56:18 main:574] : INFO : Epoch 1622 | loss: 0.0311575 | val_loss: 0.0311685 | Time: 5941.73 ms [2021-01-16 05:56:25 main:574] : INFO : Epoch 1623 | loss: 0.0311548 | val_loss: 0.0311676 | Time: 6887.74 ms [2021-01-16 05:56:28 main:574] : INFO : Epoch 1624 | loss: 0.0311531 | val_loss: 0.0311721 | Time: 3498.03 ms [2021-01-16 05:56:31 main:574] : INFO : Epoch 1625 | loss: 0.0311496 | val_loss: 0.0311694 | Time: 2836.9 ms [2021-01-16 05:56:34 main:574] : INFO : Epoch 1626 | loss: 0.0311485 | val_loss: 0.0311682 | Time: 2879.66 ms [2021-01-16 05:56:38 main:574] : INFO : Epoch 1627 | loss: 0.0311482 | val_loss: 0.0311691 | Time: 3844.5 ms [2021-01-16 05:56:45 main:574] : INFO : Epoch 1628 | loss: 0.0311486 | val_loss: 0.0311654 | Time: 6857.08 ms [2021-01-16 05:56:51 main:574] : INFO : Epoch 1629 | loss: 0.0311488 | val_loss: 0.0311707 | Time: 6059.2 ms [2021-01-16 05:56:54 main:574] : INFO : Epoch 1630 | loss: 0.0311483 | val_loss: 0.0311662 | Time: 2872.03 ms [2021-01-16 05:56:57 main:574] : INFO : Epoch 1631 | loss: 0.0311464 | val_loss: 0.031169 | Time: 2839.58 ms [2021-01-16 05:57:00 main:574] : INFO : Epoch 1632 | loss: 0.0311458 | val_loss: 0.0311645 | Time: 2833.07 ms [2021-01-16 05:57:06 main:574] : INFO : Epoch 1633 | loss: 0.0311456 | val_loss: 0.0311681 | Time: 5788.74 ms [2021-01-16 05:57:12 main:574] : INFO : Epoch 1634 | loss: 0.0311472 | val_loss: 0.0311673 | Time: 6843.8 ms [2021-01-16 05:57:16 main:574] : INFO : Epoch 1635 | loss: 0.0311445 | val_loss: 0.0311685 | Time: 3929.63 ms [2021-01-16 05:57:19 main:574] : INFO : Epoch 1636 | loss: 0.0311444 | val_loss: 0.0311678 | Time: 2878.14 ms [2021-01-16 05:57:22 main:574] : INFO : Epoch 1637 | loss: 0.0311456 | val_loss: 0.031164 | Time: 2868.89 ms [2021-01-16 05:57:26 main:574] : INFO : Epoch 1638 | loss: 0.031144 | val_loss: 0.0311721 | Time: 3890.42 ms [2021-01-16 05:57:33 main:574] : INFO : Epoch 1639 | loss: 0.031146 | val_loss: 0.0311683 | Time: 6858.39 ms [2021-01-16 05:57:39 main:574] : INFO : Epoch 1640 | loss: 0.0311447 | val_loss: 0.0311708 | Time: 5863.18 ms [2021-01-16 05:57:42 main:574] : INFO : Epoch 1641 | loss: 0.0311499 | val_loss: 0.0311647 | Time: 2824.66 ms [2021-01-16 05:57:45 main:574] : INFO : Epoch 1642 | loss: 0.0311519 | val_loss: 0.0311692 | Time: 2857.08 ms [2021-01-16 05:57:48 main:574] : INFO : Epoch 1643 | loss: 0.0311534 | val_loss: 0.0311702 | Time: 2864.26 ms [2021-01-16 05:57:53 main:574] : INFO : Epoch 1644 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 5143.79 ms [2021-01-16 05:58:00 main:574] : INFO : Epoch 1645 | loss: 0.0311493 | val_loss: 0.0311662 | Time: 6892.74 ms [2021-01-16 05:58:05 main:574] : INFO : Epoch 1646 | loss: 0.0311489 | val_loss: 0.0311793 | Time: 4951.15 ms [2021-01-16 05:58:08 main:574] : INFO : Epoch 1647 | loss: 0.0311722 | val_loss: 0.0311738 | Time: 2833.96 ms [2021-01-16 05:58:11 main:574] : INFO : Epoch 1648 | loss: 0.03117 | val_loss: 0.0311753 | Time: 2836.55 ms [2021-01-16 05:58:14 main:574] : INFO : Epoch 1649 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 2831.98 ms [2021-01-16 05:58:20 main:574] : INFO : Epoch 1650 | loss: 0.0311618 | val_loss: 0.0311738 | Time: 6178.19 ms [2021-01-16 05:58:27 main:574] : INFO : Epoch 1651 | loss: 0.0311587 | val_loss: 0.0311692 | Time: 6811.89 ms [2021-01-16 05:58:31 main:574] : INFO : Epoch 1652 | loss: 0.0311574 | val_loss: 0.031169 | Time: 3633.17 ms [2021-01-16 05:58:34 main:574] : INFO : Epoch 1653 | loss: 0.0311591 | val_loss: 0.0311661 | Time: 2839.35 ms [2021-01-16 05:58:37 main:574] : INFO : Epoch 1654 | loss: 0.0311555 | val_loss: 0.0311652 | Time: 2878.52 ms [2021-01-16 05:58:40 main:574] : INFO : Epoch 1655 | loss: 0.0311528 | val_loss: 0.0311638 | Time: 3563.89 ms [2021-01-16 05:58:47 main:574] : INFO : Epoch 1656 | loss: 0.0311524 | val_loss: 0.0311636 | Time: 6961.47 ms [2021-01-16 05:58:54 main:574] : INFO : Epoch 1657 | loss: 0.0311507 | val_loss: 0.0311612 | Time: 6456.94 ms [2021-01-16 05:58:57 main:574] : INFO : Epoch 1658 | loss: 0.0311508 | val_loss: 0.0311679 | Time: 2826.86 ms [2021-01-16 05:59:00 main:574] : INFO : Epoch 1659 | loss: 0.0311493 | val_loss: 0.0311629 | Time: 2852.3 ms [2021-01-16 05:59:03 main:574] : INFO : Epoch 1660 | loss: 0.0311474 | val_loss: 0.0311634 | Time: 2870.07 ms [2021-01-16 05:59:08 main:574] : INFO : Epoch 1661 | loss: 0.0311505 | val_loss: 0.0311646 | Time: 5021.1 ms [2021-01-16 05:59:15 main:574] : INFO : Epoch 1662 | loss: 0.0311502 | val_loss: 0.0311619 | Time: 6857.49 ms [2021-01-16 05:59:20 main:574] : INFO : Epoch 1663 | loss: 0.0311474 | val_loss: 0.031163 | Time: 4808.31 ms [2021-01-16 05:59:23 main:574] : INFO : Epoch 1664 | loss: 0.0311458 | val_loss: 0.0311637 | Time: 2806.89 ms [2021-01-16 05:59:26 main:574] : INFO : Epoch 1665 | loss: 0.0311446 | val_loss: 0.0311631 | Time: 2850.11 ms [2021-01-16 05:59:28 main:574] : INFO : Epoch 1666 | loss: 0.031151 | val_loss: 0.0311667 | Time: 2787.2 ms [2021-01-16 05:59:35 main:574] : INFO : Epoch 1667 | loss: 0.0311501 | val_loss: 0.031164 | Time: 6533.82 ms [2021-01-16 05:59:42 main:574] : INFO : Epoch 1668 | loss: 0.0311467 | val_loss: 0.0311668 | Time: 6882.41 ms [2021-01-16 05:59:45 main:574] : INFO : Epoch 1669 | loss: 0.031148 | val_loss: 0.0311613 | Time: 2954.88 ms [2021-01-16 05:59:48 main:574] : INFO : Epoch 1670 | loss: 0.0311441 | val_loss: 0.0311683 | Time: 2856.77 ms [2021-01-16 05:59:51 main:574] : INFO : Epoch 1671 | loss: 0.0311487 | val_loss: 0.0311624 | Time: 2857.03 ms [2021-01-16 05:59:55 main:574] : INFO : Epoch 1672 | loss: 0.0311494 | val_loss: 0.0311626 | Time: 4171.94 ms [2021-01-16 06:00:02 main:574] : INFO : Epoch 1673 | loss: 0.0311517 | val_loss: 0.031165 | Time: 6869.29 ms [2021-01-16 06:00:08 main:574] : INFO : Epoch 1674 | loss: 0.0311523 | val_loss: 0.0311623 | Time: 5595.04 ms [2021-01-16 06:00:11 main:574] : INFO : Epoch 1675 | loss: 0.0311489 | val_loss: 0.0311671 | Time: 2804.87 ms [2021-01-16 06:00:14 main:574] : INFO : Epoch 1676 | loss: 0.0311478 | val_loss: 0.0311686 | Time: 2826.8 ms [2021-01-16 06:00:16 main:574] : INFO : Epoch 1677 | loss: 0.0311455 | val_loss: 0.0311657 | Time: 2807.34 ms [2021-01-16 06:00:22 main:574] : INFO : Epoch 1678 | loss: 0.031144 | val_loss: 0.0311642 | Time: 5803.15 ms [2021-01-16 06:00:29 main:574] : INFO : Epoch 1679 | loss: 0.0311472 | val_loss: 0.0311617 | Time: 6909.91 ms [2021-01-16 06:00:33 main:574] : INFO : Epoch 1680 | loss: 0.0311439 | val_loss: 0.0311631 | Time: 3891.1 ms [2021-01-16 06:00:36 main:574] : INFO : Epoch 1681 | loss: 0.0311432 | val_loss: 0.031164 | Time: 2845.24 ms [2021-01-16 06:00:39 main:574] : INFO : Epoch 1682 | loss: 0.0311435 | val_loss: 0.0311632 | Time: 2844.06 ms [2021-01-16 06:00:42 main:574] : INFO : Epoch 1683 | loss: 0.0311457 | val_loss: 0.0311667 | Time: 3191.37 ms [2021-01-16 06:00:49 main:574] : INFO : Epoch 1684 | loss: 0.0311457 | val_loss: 0.0311654 | Time: 6906.28 ms [2021-01-16 06:00:56 main:574] : INFO : Epoch 1685 | loss: 0.031149 | val_loss: 0.0311626 | Time: 6555.06 ms [2021-01-16 06:00:59 main:574] : INFO : Epoch 1686 | loss: 0.0311475 | val_loss: 0.031161 | Time: 2891.51 ms [2021-01-16 06:01:02 main:574] : INFO : Epoch 1687 | loss: 0.0311451 | val_loss: 0.031164 | Time: 2846.51 ms [2021-01-16 06:01:05 main:574] : INFO : Epoch 1688 | loss: 0.0311465 | val_loss: 0.0311672 | Time: 2831.94 ms [2021-01-16 06:01:10 main:574] : INFO : Epoch 1689 | loss: 0.0311493 | val_loss: 0.0311603 | Time: 4763.94 ms [2021-01-16 06:01:17 main:574] : INFO : Epoch 1690 | loss: 0.0311459 | val_loss: 0.0311642 | Time: 6837.64 ms [2021-01-16 06:01:22 main:574] : INFO : Epoch 1691 | loss: 0.0311444 | val_loss: 0.0311603 | Time: 5156.24 ms [2021-01-16 06:01:25 main:574] : INFO : Epoch 1692 | loss: 0.0311447 | val_loss: 0.031162 | Time: 2878.26 ms [2021-01-16 06:01:28 main:574] : INFO : Epoch 1693 | loss: 0.0311442 | val_loss: 0.0311642 | Time: 2852.43 ms [2021-01-16 06:01:31 main:574] : INFO : Epoch 1694 | loss: 0.0311444 | val_loss: 0.0311594 | Time: 2828 ms [2021-01-16 06:01:37 main:574] : INFO : Epoch 1695 | loss: 0.0311439 | val_loss: 0.0311632 | Time: 6056.98 ms [2021-01-16 06:01:44 main:574] : INFO : Epoch 1696 | loss: 0.0311438 | val_loss: 0.0311629 | Time: 6825.59 ms [2021-01-16 06:01:47 main:574] : INFO : Epoch 1697 | loss: 0.0311453 | val_loss: 0.0311603 | Time: 3564.07 ms [2021-01-16 06:01:50 main:574] : INFO : Epoch 1698 | loss: 0.0311522 | val_loss: 0.0311636 | Time: 2849.48 ms [2021-01-16 06:01:53 main:574] : INFO : Epoch 1699 | loss: 0.0311476 | val_loss: 0.0311615 | Time: 2834.85 ms [2021-01-16 06:01:57 main:574] : INFO : Epoch 1700 | loss: 0.0311457 | val_loss: 0.0311665 | Time: 3610.45 ms [2021-01-16 06:02:04 main:574] : INFO : Epoch 1701 | loss: 0.0311543 | val_loss: 0.0311644 | Time: 6832.53 ms [2021-01-16 06:02:10 main:574] : INFO : Epoch 1702 | loss: 0.0311542 | val_loss: 0.0311642 | Time: 6076.64 ms [2021-01-16 06:02:13 main:574] : INFO : Epoch 1703 | loss: 0.0311506 | val_loss: 0.0311603 | Time: 2834.8 ms [2021-01-16 06:02:16 main:574] : INFO : Epoch 1704 | loss: 0.03115 | val_loss: 0.031161 | Time: 2792.45 ms [2021-01-16 06:02:18 main:574] : INFO : Epoch 1705 | loss: 0.031152 | val_loss: 0.0311649 | Time: 2805.51 ms [2021-01-16 06:02:24 main:574] : INFO : Epoch 1706 | loss: 0.0311525 | val_loss: 0.0311601 | Time: 5496.81 ms [2021-01-16 06:02:31 main:574] : INFO : Epoch 1707 | loss: 0.0311505 | val_loss: 0.0311596 | Time: 6796.53 ms [2021-01-16 06:02:35 main:574] : INFO : Epoch 1708 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 4213.78 ms [2021-01-16 06:02:38 main:574] : INFO : Epoch 1709 | loss: 0.0311479 | val_loss: 0.0311571 | Time: 2807.3 ms [2021-01-16 06:02:41 main:574] : INFO : Epoch 1710 | loss: 0.0311454 | val_loss: 0.03116 | Time: 2851.19 ms [2021-01-16 06:02:44 main:574] : INFO : Epoch 1711 | loss: 0.0311456 | val_loss: 0.0311589 | Time: 2844.46 ms [2021-01-16 06:02:51 main:574] : INFO : Epoch 1712 | loss: 0.0311453 | val_loss: 0.0311615 | Time: 6866.93 ms [2021-01-16 06:02:58 main:574] : INFO : Epoch 1713 | loss: 0.0311554 | val_loss: 0.0311705 | Time: 6829.11 ms [2021-01-16 06:03:01 main:574] : INFO : Epoch 1714 | loss: 0.0311629 | val_loss: 0.0311625 | Time: 2839.04 ms [2021-01-16 06:03:04 main:574] : INFO : Epoch 1715 | loss: 0.031159 | val_loss: 0.031167 | Time: 2854.37 ms [2021-01-16 06:03:06 main:574] : INFO : Epoch 1716 | loss: 0.0311558 | val_loss: 0.0311674 | Time: 2861.55 ms [2021-01-16 06:03:11 main:574] : INFO : Epoch 1717 | loss: 0.0311572 | val_loss: 0.0311619 | Time: 4090.7 ms [2021-01-16 06:03:18 main:574] : INFO : Epoch 1718 | loss: 0.0311529 | val_loss: 0.0311623 | Time: 6851.43 ms [2021-01-16 06:03:24 main:574] : INFO : Epoch 1719 | loss: 0.031153 | val_loss: 0.0311686 | Time: 5934.74 ms [2021-01-16 06:03:27 main:574] : INFO : Epoch 1720 | loss: 0.0311571 | val_loss: 0.0311626 | Time: 2857.44 ms [2021-01-16 06:03:29 main:574] : INFO : Epoch 1721 | loss: 0.0311546 | val_loss: 0.031159 | Time: 2859.19 ms [2021-01-16 06:03:32 main:574] : INFO : Epoch 1722 | loss: 0.0311526 | val_loss: 0.0311604 | Time: 2832.82 ms [2021-01-16 06:03:38 main:574] : INFO : Epoch 1723 | loss: 0.0311494 | val_loss: 0.0311636 | Time: 5759.23 ms [2021-01-16 06:03:45 main:574] : INFO : Epoch 1724 | loss: 0.0311541 | val_loss: 0.0311666 | Time: 6865.64 ms [2021-01-16 06:03:49 main:574] : INFO : Epoch 1725 | loss: 0.0311568 | val_loss: 0.0311655 | Time: 4138.04 ms [2021-01-16 06:03:52 main:574] : INFO : Epoch 1726 | loss: 0.0311558 | val_loss: 0.0311613 | Time: 2883.78 ms [2021-01-16 06:03:55 main:574] : INFO : Epoch 1727 | loss: 0.0311538 | val_loss: 0.0311584 | Time: 2891.77 ms [2021-01-16 06:03:58 main:574] : INFO : Epoch 1728 | loss: 0.0311506 | val_loss: 0.031159 | Time: 2997.05 ms [2021-01-16 06:04:05 main:574] : INFO : Epoch 1729 | loss: 0.0311495 | val_loss: 0.031159 | Time: 6899.08 ms [2021-01-16 06:04:12 main:574] : INFO : Epoch 1730 | loss: 0.0311494 | val_loss: 0.0311604 | Time: 6795.32 ms [2021-01-16 06:04:15 main:574] : INFO : Epoch 1731 | loss: 0.0311516 | val_loss: 0.0311639 | Time: 2875.15 ms [2021-01-16 06:04:18 main:574] : INFO : Epoch 1732 | loss: 0.0311486 | val_loss: 0.0311612 | Time: 2871.01 ms [2021-01-16 06:04:21 main:574] : INFO : Epoch 1733 | loss: 0.0311464 | val_loss: 0.0311604 | Time: 2855.9 ms [2021-01-16 06:04:25 main:574] : INFO : Epoch 1734 | loss: 0.0311478 | val_loss: 0.03116 | Time: 4359.26 ms [2021-01-16 06:04:32 main:574] : INFO : Epoch 1735 | loss: 0.031146 | val_loss: 0.0311582 | Time: 6934.83 ms [2021-01-16 06:04:38 main:574] : INFO : Epoch 1736 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 5405.74 ms [2021-01-16 06:04:41 main:574] : INFO : Epoch 1737 | loss: 0.0311433 | val_loss: 0.0311581 | Time: 2828.57 ms [2021-01-16 06:04:44 main:574] : INFO : Epoch 1738 | loss: 0.0311486 | val_loss: 0.0311631 | Time: 2832.58 ms [2021-01-16 06:04:47 main:574] : INFO : Epoch 1739 | loss: 0.0311506 | val_loss: 0.0311631 | Time: 2850.71 ms [2021-01-16 06:04:53 main:574] : INFO : Epoch 1740 | loss: 0.0311519 | val_loss: 0.0311585 | Time: 6209.79 ms [2021-01-16 06:05:00 main:574] : INFO : Epoch 1741 | loss: 0.0311478 | val_loss: 0.0311576 | Time: 6874.42 ms [2021-01-16 06:05:03 main:574] : INFO : Epoch 1742 | loss: 0.0311453 | val_loss: 0.0311583 | Time: 3448.36 ms [2021-01-16 06:05:06 main:574] : INFO : Epoch 1743 | loss: 0.0311451 | val_loss: 0.0311572 | Time: 2883.12 ms [2021-01-16 06:05:09 main:574] : INFO : Epoch 1744 | loss: 0.0311424 | val_loss: 0.0311567 | Time: 2846.76 ms [2021-01-16 06:05:14 main:574] : INFO : Epoch 1745 | loss: 0.0311431 | val_loss: 0.0311586 | Time: 4118.64 ms [2021-01-16 06:05:20 main:574] : INFO : Epoch 1746 | loss: 0.0311418 | val_loss: 0.0311588 | Time: 6835.6 ms [2021-01-16 06:05:26 main:574] : INFO : Epoch 1747 | loss: 0.0311418 | val_loss: 0.0311641 | Time: 5712.17 ms [2021-01-16 06:05:29 main:574] : INFO : Epoch 1748 | loss: 0.0311471 | val_loss: 0.0311601 | Time: 2844.05 ms [2021-01-16 06:05:32 main:574] : INFO : Epoch 1749 | loss: 0.0311454 | val_loss: 0.0311657 | Time: 2843.09 ms [2021-01-16 06:05:35 main:574] : INFO : Epoch 1750 | loss: 0.0311448 | val_loss: 0.0311586 | Time: 2837.06 ms [2021-01-16 06:05:40 main:574] : INFO : Epoch 1751 | loss: 0.0311444 | val_loss: 0.0311627 | Time: 5449.37 ms [2021-01-16 06:05:47 main:574] : INFO : Epoch 1752 | loss: 0.0311446 | val_loss: 0.0311577 | Time: 6829.4 ms [2021-01-16 06:05:52 main:574] : INFO : Epoch 1753 | loss: 0.0311424 | val_loss: 0.0311593 | Time: 4319.06 ms [2021-01-16 06:05:55 main:574] : INFO : Epoch 1754 | loss: 0.0311408 | val_loss: 0.0311588 | Time: 2859.61 ms [2021-01-16 06:05:58 main:574] : INFO : Epoch 1755 | loss: 0.0311416 | val_loss: 0.031157 | Time: 2821.18 ms [2021-01-16 06:06:01 main:574] : INFO : Epoch 1756 | loss: 0.0311415 | val_loss: 0.0311619 | Time: 2906.47 ms [2021-01-16 06:06:08 main:574] : INFO : Epoch 1757 | loss: 0.031143 | val_loss: 0.0311566 | Time: 6895.67 ms [2021-01-16 06:06:15 main:574] : INFO : Epoch 1758 | loss: 0.0311432 | val_loss: 0.0311661 | Time: 6835.23 ms [2021-01-16 06:06:17 main:574] : INFO : Epoch 1759 | loss: 0.0311439 | val_loss: 0.0311603 | Time: 2866.82 ms [2021-01-16 06:06:20 main:574] : INFO : Epoch 1760 | loss: 0.0311386 | val_loss: 0.0311594 | Time: 2817.71 ms [2021-01-16 06:06:23 main:574] : INFO : Epoch 1761 | loss: 0.0311393 | val_loss: 0.0311609 | Time: 2857.25 ms [2021-01-16 06:06:28 main:574] : INFO : Epoch 1762 | loss: 0.0311389 | val_loss: 0.0311602 | Time: 5028.11 ms [2021-01-16 06:06:36 main:574] : INFO : Epoch 1763 | loss: 0.0311439 | val_loss: 0.0311653 | Time: 7040.99 ms [2021-01-16 06:06:40 main:574] : INFO : Epoch 1764 | loss: 0.0311618 | val_loss: 0.0312525 | Time: 4746.95 ms [2021-01-16 06:06:43 main:574] : INFO : Epoch 1765 | loss: 0.0312443 | val_loss: 0.0312376 | Time: 2891.09 ms [2021-01-16 06:06:46 main:574] : INFO : Epoch 1766 | loss: 0.0312524 | val_loss: 0.0313728 | Time: 2878.25 ms [2021-01-16 06:06:49 main:574] : INFO : Epoch 1767 | loss: 0.0312041 | val_loss: 0.0311855 | Time: 2830.97 ms [2021-01-16 06:06:56 main:574] : INFO : Epoch 1768 | loss: 0.0311442 | val_loss: 0.0311633 | Time: 6587.66 ms [2021-01-16 06:07:03 main:574] : INFO : Epoch 1769 | loss: 0.031137 | val_loss: 0.0311582 | Time: 6898.28 ms [2021-01-16 06:07:06 main:574] : INFO : Epoch 1770 | loss: 0.0311363 | val_loss: 0.0311588 | Time: 3229.24 ms [2021-01-16 06:07:09 main:574] : INFO : Epoch 1771 | loss: 0.0311384 | val_loss: 0.0311611 | Time: 2868.27 ms [2021-01-16 06:07:12 main:574] : INFO : Epoch 1772 | loss: 0.0311349 | val_loss: 0.0311598 | Time: 2827.33 ms [2021-01-16 06:07:16 main:574] : INFO : Epoch 1773 | loss: 0.0311414 | val_loss: 0.0311601 | Time: 4162.55 ms [2021-01-16 06:07:23 main:574] : INFO : Epoch 1774 | loss: 0.0311454 | val_loss: 0.0311569 | Time: 6861.13 ms [2021-01-16 06:07:29 main:574] : INFO : Epoch 1775 | loss: 0.031144 | val_loss: 0.0311578 | Time: 5587.81 ms [2021-01-16 06:07:32 main:574] : INFO : Epoch 1776 | loss: 0.0311426 | val_loss: 0.031157 | Time: 2828.16 ms [2021-01-16 06:07:35 main:574] : INFO : Epoch 1777 | loss: 0.0311426 | val_loss: 0.0311599 | Time: 2836.88 ms [2021-01-16 06:07:38 main:574] : INFO : Epoch 1778 | loss: 0.0311416 | val_loss: 0.0311552 | Time: 2944.67 ms [2021-01-16 06:07:44 main:574] : INFO : Epoch 1779 | loss: 0.0311396 | val_loss: 0.0311566 | Time: 6734.22 ms [2021-01-16 06:07:52 main:574] : INFO : Epoch 1780 | loss: 0.0311412 | val_loss: 0.0311577 | Time: 7555.6 ms [2021-01-16 06:07:55 main:574] : INFO : Epoch 1781 | loss: 0.0311404 | val_loss: 0.0311627 | Time: 3045.58 ms [2021-01-16 06:07:58 main:574] : INFO : Epoch 1782 | loss: 0.0311435 | val_loss: 0.0311609 | Time: 2848.78 ms [2021-01-16 06:08:01 main:574] : INFO : Epoch 1783 | loss: 0.0311398 | val_loss: 0.0311584 | Time: 2886.15 ms [2021-01-16 06:08:06 main:574] : INFO : Epoch 1784 | loss: 0.0311377 | val_loss: 0.0311543 | Time: 5268.59 ms [2021-01-16 06:08:13 main:574] : INFO : Epoch 1785 | loss: 0.0311391 | val_loss: 0.0311593 | Time: 6950.47 ms [2021-01-16 06:08:18 main:574] : INFO : Epoch 1786 | loss: 0.0311371 | val_loss: 0.031156 | Time: 4390.5 ms [2021-01-16 06:08:21 main:574] : INFO : Epoch 1787 | loss: 0.0311397 | val_loss: 0.0311538 | Time: 2861.91 ms [2021-01-16 06:08:24 main:574] : INFO : Epoch 1788 | loss: 0.03114 | val_loss: 0.0311599 | Time: 2785.86 ms [2021-01-16 06:08:27 main:574] : INFO : Epoch 1789 | loss: 0.0311377 | val_loss: 0.0311551 | Time: 2844.69 ms [2021-01-16 06:08:33 main:574] : INFO : Epoch 1790 | loss: 0.031139 | val_loss: 0.0311552 | Time: 6756.57 ms [2021-01-16 06:08:40 main:574] : INFO : Epoch 1791 | loss: 0.0311381 | val_loss: 0.0311634 | Time: 6950.07 ms [2021-01-16 06:08:44 main:574] : INFO : Epoch 1792 | loss: 0.0311433 | val_loss: 0.0311567 | Time: 2976.5 ms [2021-01-16 06:08:46 main:574] : INFO : Epoch 1793 | loss: 0.0311402 | val_loss: 0.0311572 | Time: 2841.59 ms [2021-01-16 06:08:49 main:574] : INFO : Epoch 1794 | loss: 0.0311466 | val_loss: 0.0311538 | Time: 2857.25 ms [2021-01-16 06:08:54 main:574] : INFO : Epoch 1795 | loss: 0.03115 | val_loss: 0.0311537 | Time: 4087.19 ms [2021-01-16 06:09:00 main:574] : INFO : Epoch 1796 | loss: 0.031147 | val_loss: 0.0311551 | Time: 6889.8 ms [2021-01-16 06:09:06 main:574] : INFO : Epoch 1797 | loss: 0.0311433 | val_loss: 0.0311543 | Time: 5594.35 ms [2021-01-16 06:09:09 main:574] : INFO : Epoch 1798 | loss: 0.0311432 | val_loss: 0.0311609 | Time: 2864.83 ms [2021-01-16 06:09:12 main:574] : INFO : Epoch 1799 | loss: 0.0311544 | val_loss: 0.0311624 | Time: 2878.44 ms [2021-01-16 06:09:15 main:574] : INFO : Epoch 1800 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 2868.68 ms [2021-01-16 06:09:21 main:574] : INFO : Epoch 1801 | loss: 0.031158 | val_loss: 0.0311675 | Time: 6208.19 ms [2021-01-16 06:09:28 main:574] : INFO : Epoch 1802 | loss: 0.0311541 | val_loss: 0.0311627 | Time: 7132.16 ms [2021-01-16 06:09:32 main:574] : INFO : Epoch 1803 | loss: 0.0311504 | val_loss: 0.0311603 | Time: 3244.42 ms [2021-01-16 06:09:35 main:574] : INFO : Epoch 1804 | loss: 0.0311497 | val_loss: 0.0311603 | Time: 2870.85 ms [2021-01-16 06:09:38 main:574] : INFO : Epoch 1805 | loss: 0.0311473 | val_loss: 0.031165 | Time: 2902.36 ms [2021-01-16 06:09:42 main:574] : INFO : Epoch 1806 | loss: 0.031145 | val_loss: 0.0311593 | Time: 3843.91 ms [2021-01-16 06:09:49 main:574] : INFO : Epoch 1807 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 6988.85 ms [2021-01-16 06:09:55 main:574] : INFO : Epoch 1808 | loss: 0.031143 | val_loss: 0.0311621 | Time: 5761.63 ms [2021-01-16 06:09:57 main:574] : INFO : Epoch 1809 | loss: 0.0311426 | val_loss: 0.0311574 | Time: 2888.36 ms [2021-01-16 06:10:00 main:574] : INFO : Epoch 1810 | loss: 0.0311418 | val_loss: 0.031154 | Time: 2904.78 ms [2021-01-16 06:10:03 main:574] : INFO : Epoch 1811 | loss: 0.0311406 | val_loss: 0.031161 | Time: 2886.56 ms [2021-01-16 06:10:09 main:574] : INFO : Epoch 1812 | loss: 0.0311453 | val_loss: 0.0311617 | Time: 5572.76 ms [2021-01-16 06:10:16 main:574] : INFO : Epoch 1813 | loss: 0.031144 | val_loss: 0.0311579 | Time: 6932.98 ms [2021-01-16 06:10:20 main:574] : INFO : Epoch 1814 | loss: 0.031143 | val_loss: 0.0311568 | Time: 4151.15 ms [2021-01-16 06:10:23 main:574] : INFO : Epoch 1815 | loss: 0.0311424 | val_loss: 0.0311566 | Time: 2905.96 ms [2021-01-16 06:10:26 main:574] : INFO : Epoch 1816 | loss: 0.0311433 | val_loss: 0.0311576 | Time: 2872.04 ms [2021-01-16 06:10:29 main:574] : INFO : Epoch 1817 | loss: 0.0311408 | val_loss: 0.0311589 | Time: 2886.37 ms [2021-01-16 06:10:36 main:574] : INFO : Epoch 1818 | loss: 0.0311412 | val_loss: 0.0311588 | Time: 6857.62 ms [2021-01-16 06:10:43 main:574] : INFO : Epoch 1819 | loss: 0.0311404 | val_loss: 0.0311571 | Time: 6990.46 ms [2021-01-16 06:10:46 main:574] : INFO : Epoch 1820 | loss: 0.0311421 | val_loss: 0.0311559 | Time: 2903.17 ms [2021-01-16 06:10:49 main:574] : INFO : Epoch 1821 | loss: 0.0311459 | val_loss: 0.0311581 | Time: 2840.43 ms [2021-01-16 06:10:52 main:574] : INFO : Epoch 1822 | loss: 0.0311443 | val_loss: 0.0311565 | Time: 2878.07 ms [2021-01-16 06:10:56 main:574] : INFO : Epoch 1823 | loss: 0.0311436 | val_loss: 0.031161 | Time: 3382.07 ms [2021-01-16 06:11:03 main:574] : INFO : Epoch 1824 | loss: 0.0311448 | val_loss: 0.0311571 | Time: 7168.1 ms [2021-01-16 06:11:09 main:574] : INFO : Epoch 1825 | loss: 0.0311416 | val_loss: 0.031158 | Time: 6341.82 ms [2021-01-16 06:11:12 main:574] : INFO : Epoch 1826 | loss: 0.0311432 | val_loss: 0.0311551 | Time: 2936.38 ms [2021-01-16 06:11:15 main:574] : INFO : Epoch 1827 | loss: 0.0311449 | val_loss: 0.0311585 | Time: 2914.25 ms [2021-01-16 06:11:18 main:574] : INFO : Epoch 1828 | loss: 0.0311406 | val_loss: 0.0311642 | Time: 2935.56 ms [2021-01-16 06:11:23 main:574] : INFO : Epoch 1829 | loss: 0.0311409 | val_loss: 0.0311609 | Time: 4490.88 ms [2021-01-16 06:11:30 main:574] : INFO : Epoch 1830 | loss: 0.0311401 | val_loss: 0.0311597 | Time: 6998.48 ms [2021-01-16 06:11:36 main:574] : INFO : Epoch 1831 | loss: 0.0311396 | val_loss: 0.0311585 | Time: 5559.76 ms [2021-01-16 06:11:39 main:574] : INFO : Epoch 1832 | loss: 0.0311413 | val_loss: 0.0311597 | Time: 2917.66 ms [2021-01-16 06:11:42 main:574] : INFO : Epoch 1833 | loss: 0.0311464 | val_loss: 0.0311594 | Time: 2905.32 ms [2021-01-16 06:11:45 main:574] : INFO : Epoch 1834 | loss: 0.0311485 | val_loss: 0.0311637 | Time: 2855.73 ms [2021-01-16 06:11:50 main:574] : INFO : Epoch 1835 | loss: 0.0311438 | val_loss: 0.031156 | Time: 5443.82 ms [2021-01-16 06:11:57 main:574] : INFO : Epoch 1836 | loss: 0.0311416 | val_loss: 0.0311561 | Time: 7063.26 ms [2021-01-16 06:12:02 main:574] : INFO : Epoch 1837 | loss: 0.0311404 | val_loss: 0.0311611 | Time: 4471.79 ms [2021-01-16 06:12:05 main:574] : INFO : Epoch 1838 | loss: 0.0311412 | val_loss: 0.0311577 | Time: 2892.64 ms [2021-01-16 06:12:08 main:574] : INFO : Epoch 1839 | loss: 0.0311413 | val_loss: 0.0311561 | Time: 2953.62 ms [2021-01-16 06:12:11 main:574] : INFO : Epoch 1840 | loss: 0.0311405 | val_loss: 0.0311572 | Time: 2886.19 ms [2021-01-16 06:12:18 main:574] : INFO : Epoch 1841 | loss: 0.0311409 | val_loss: 0.0311562 | Time: 6842.44 ms [2021-01-16 06:12:25 main:574] : INFO : Epoch 1842 | loss: 0.0311438 | val_loss: 0.0311562 | Time: 6948.99 ms [2021-01-16 06:12:28 main:574] : INFO : Epoch 1843 | loss: 0.0311402 | val_loss: 0.0311612 | Time: 2909.33 ms [2021-01-16 06:12:31 main:574] : INFO : Epoch 1844 | loss: 0.0311501 | val_loss: 0.0311614 | Time: 2855.14 ms [2021-01-16 06:12:34 main:574] : INFO : Epoch 1845 | loss: 0.0311535 | val_loss: 0.0311616 | Time: 2891.98 ms [2021-01-16 06:12:38 main:574] : INFO : Epoch 1846 | loss: 0.0311475 | val_loss: 0.0311624 | Time: 4003.63 ms [2021-01-16 06:12:45 main:574] : INFO : Epoch 1847 | loss: 0.0311461 | val_loss: 0.03116 | Time: 7006.42 ms [2021-01-16 06:12:51 main:574] : INFO : Epoch 1848 | loss: 0.0311454 | val_loss: 0.0311631 | Time: 5793.78 ms [2021-01-16 06:12:54 main:574] : INFO : Epoch 1849 | loss: 0.0311448 | val_loss: 0.0311625 | Time: 2925.41 ms [2021-01-16 06:12:57 main:574] : INFO : Epoch 1850 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 2880.81 ms [2021-01-16 06:13:00 main:574] : INFO : Epoch 1851 | loss: 0.0311432 | val_loss: 0.0311575 | Time: 2884.72 ms [2021-01-16 06:13:05 main:574] : INFO : Epoch 1852 | loss: 0.0311477 | val_loss: 0.0311624 | Time: 5083.3 ms [2021-01-16 06:13:12 main:574] : INFO : Epoch 1853 | loss: 0.0311443 | val_loss: 0.0311572 | Time: 6926.26 ms [2021-01-16 06:13:16 main:574] : INFO : Epoch 1854 | loss: 0.031147 | val_loss: 0.0311601 | Time: 4445.36 ms [2021-01-16 06:13:19 main:574] : INFO : Epoch 1855 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 2892.26 ms [2021-01-16 06:13:22 main:574] : INFO : Epoch 1856 | loss: 0.0311552 | val_loss: 0.031162 | Time: 2878.08 ms [2021-01-16 06:13:25 main:574] : INFO : Epoch 1857 | loss: 0.0311514 | val_loss: 0.0311569 | Time: 2880.42 ms [2021-01-16 06:13:32 main:574] : INFO : Epoch 1858 | loss: 0.0311518 | val_loss: 0.0311566 | Time: 6822.14 ms [2021-01-16 06:13:39 main:574] : INFO : Epoch 1859 | loss: 0.0311527 | val_loss: 0.0311584 | Time: 6742.04 ms [2021-01-16 06:13:42 main:574] : INFO : Epoch 1860 | loss: 0.0311529 | val_loss: 0.0311565 | Time: 2906.65 ms [2021-01-16 06:13:45 main:574] : INFO : Epoch 1861 | loss: 0.0311512 | val_loss: 0.0311554 | Time: 2897 ms [2021-01-16 06:13:48 main:574] : INFO : Epoch 1862 | loss: 0.0311482 | val_loss: 0.0311575 | Time: 2852.93 ms [2021-01-16 06:13:53 main:574] : INFO : Epoch 1863 | loss: 0.0311501 | val_loss: 0.0311547 | Time: 4902.57 ms [2021-01-16 06:14:00 main:574] : INFO : Epoch 1864 | loss: 0.0311445 | val_loss: 0.0311541 | Time: 7083.9 ms [2021-01-16 06:14:05 main:574] : INFO : Epoch 1865 | loss: 0.0311446 | val_loss: 0.031161 | Time: 4842.81 ms [2021-01-16 06:14:08 main:574] : INFO : Epoch 1866 | loss: 0.031144 | val_loss: 0.0311589 | Time: 2861.16 ms [2021-01-16 06:14:11 main:574] : INFO : Epoch 1867 | loss: 0.0311424 | val_loss: 0.0311563 | Time: 2874.57 ms [2021-01-16 06:14:14 main:574] : INFO : Epoch 1868 | loss: 0.0311431 | val_loss: 0.0311556 | Time: 2863.12 ms [2021-01-16 06:14:20 main:574] : INFO : Epoch 1869 | loss: 0.0311452 | val_loss: 0.0311595 | Time: 6205.84 ms [2021-01-16 06:14:27 main:574] : INFO : Epoch 1870 | loss: 0.0311459 | val_loss: 0.0311586 | Time: 7001.01 ms [2021-01-16 06:14:30 main:574] : INFO : Epoch 1871 | loss: 0.0311478 | val_loss: 0.0311572 | Time: 3376.14 ms [2021-01-16 06:14:33 main:574] : INFO : Epoch 1872 | loss: 0.0311445 | val_loss: 0.0311548 | Time: 2871.33 ms [2021-01-16 06:14:36 main:574] : INFO : Epoch 1873 | loss: 0.0311425 | val_loss: 0.0311556 | Time: 2862.39 ms [2021-01-16 06:14:39 main:574] : INFO : Epoch 1874 | loss: 0.0311428 | val_loss: 0.0311559 | Time: 2895.95 ms [2021-01-16 06:14:46 main:574] : INFO : Epoch 1875 | loss: 0.0311412 | val_loss: 0.0311569 | Time: 6959.2 ms [2021-01-16 06:14:53 main:574] : INFO : Epoch 1876 | loss: 0.0311418 | val_loss: 0.0311574 | Time: 6978 ms [2021-01-16 06:14:56 main:574] : INFO : Epoch 1877 | loss: 0.0311418 | val_loss: 0.0311573 | Time: 2854.54 ms [2021-01-16 06:14:59 main:574] : INFO : Epoch 1878 | loss: 0.0311415 | val_loss: 0.0311548 | Time: 2869.6 ms [2021-01-16 06:15:02 main:574] : INFO : Epoch 1879 | loss: 0.0311411 | val_loss: 0.0311556 | Time: 2880.03 ms [2021-01-16 06:15:06 main:574] : INFO : Epoch 1880 | loss: 0.0311419 | val_loss: 0.0311581 | Time: 3981.71 ms [2021-01-16 06:15:13 main:574] : INFO : Epoch 1881 | loss: 0.0311436 | val_loss: 0.0311618 | Time: 6970.55 ms [2021-01-16 06:15:19 main:574] : INFO : Epoch 1882 | loss: 0.0311433 | val_loss: 0.0311565 | Time: 5829.75 ms [2021-01-16 06:15:22 main:574] : INFO : Epoch 1883 | loss: 0.0311432 | val_loss: 0.0311537 | Time: 2933.87 ms [2021-01-16 06:15:25 main:574] : INFO : Epoch 1884 | loss: 0.0311465 | val_loss: 0.0311566 | Time: 2910.61 ms [2021-01-16 06:15:28 main:574] : INFO : Epoch 1885 | loss: 0.0311486 | val_loss: 0.0311642 | Time: 2877.94 ms [2021-01-16 06:15:33 main:574] : INFO : Epoch 1886 | loss: 0.0311465 | val_loss: 0.0311622 | Time: 4799.87 ms [2021-01-16 06:15:40 main:574] : INFO : Epoch 1887 | loss: 0.0311389 | val_loss: 0.0311553 | Time: 6969.81 ms [2021-01-16 06:15:45 main:574] : INFO : Epoch 1888 | loss: 0.0311382 | val_loss: 0.0311558 | Time: 5053.42 ms [2021-01-16 06:15:48 main:574] : INFO : Epoch 1889 | loss: 0.0311381 | val_loss: 0.0311591 | Time: 2922.56 ms [2021-01-16 06:15:51 main:574] : INFO : Epoch 1890 | loss: 0.03114 | val_loss: 0.0311577 | Time: 2812.55 ms [2021-01-16 06:15:54 main:574] : INFO : Epoch 1891 | loss: 0.0311379 | val_loss: 0.0311581 | Time: 2860.51 ms [2021-01-16 06:16:00 main:574] : INFO : Epoch 1892 | loss: 0.0311388 | val_loss: 0.0311578 | Time: 5633.87 ms [2021-01-16 06:16:07 main:574] : INFO : Epoch 1893 | loss: 0.0311375 | val_loss: 0.0311547 | Time: 7005.82 ms [2021-01-16 06:16:11 main:574] : INFO : Epoch 1894 | loss: 0.031137 | val_loss: 0.0311564 | Time: 4083.37 ms [2021-01-16 06:16:14 main:574] : INFO : Epoch 1895 | loss: 0.0311372 | val_loss: 0.0311556 | Time: 2854.33 ms [2021-01-16 06:16:17 main:574] : INFO : Epoch 1896 | loss: 0.0311365 | val_loss: 0.0311564 | Time: 2876.02 ms [2021-01-16 06:16:20 main:574] : INFO : Epoch 1897 | loss: 0.0311359 | val_loss: 0.0311569 | Time: 3268.41 ms [2021-01-16 06:16:27 main:574] : INFO : Epoch 1898 | loss: 0.0311348 | val_loss: 0.0311598 | Time: 7102.1 ms [2021-01-16 06:16:34 main:574] : INFO : Epoch 1899 | loss: 0.031137 | val_loss: 0.0311575 | Time: 6470.14 ms [2021-01-16 06:16:37 main:574] : INFO : Epoch 1900 | loss: 0.0311377 | val_loss: 0.0311576 | Time: 2882.35 ms [2021-01-16 06:16:40 main:574] : INFO : Epoch 1901 | loss: 0.0311388 | val_loss: 0.0311529 | Time: 2894.82 ms [2021-01-16 06:16:43 main:574] : INFO : Epoch 1902 | loss: 0.0311353 | val_loss: 0.0311558 | Time: 2878.03 ms [2021-01-16 06:16:47 main:574] : INFO : Epoch 1903 | loss: 0.0311354 | val_loss: 0.0311551 | Time: 4417.6 ms [2021-01-16 06:16:54 main:574] : INFO : Epoch 1904 | loss: 0.0311344 | val_loss: 0.0311584 | Time: 6957.77 ms [2021-01-16 06:17:00 main:574] : INFO : Epoch 1905 | loss: 0.0311367 | val_loss: 0.0311583 | Time: 5150.51 ms [2021-01-16 06:17:03 main:574] : INFO : Epoch 1906 | loss: 0.0311346 | val_loss: 0.0311573 | Time: 2896.69 ms [2021-01-16 06:17:06 main:574] : INFO : Epoch 1907 | loss: 0.0311347 | val_loss: 0.031156 | Time: 2876.56 ms [2021-01-16 06:17:09 main:574] : INFO : Epoch 1908 | loss: 0.0311363 | val_loss: 0.0311566 | Time: 2866.17 ms [2021-01-16 06:17:15 main:574] : INFO : Epoch 1909 | loss: 0.0311356 | val_loss: 0.0311593 | Time: 6211.12 ms [2021-01-16 06:17:22 main:574] : INFO : Epoch 1910 | loss: 0.0311363 | val_loss: 0.0311568 | Time: 6934.86 ms [2021-01-16 06:17:25 main:574] : INFO : Epoch 1911 | loss: 0.0311352 | val_loss: 0.031156 | Time: 3597.6 ms [2021-01-16 06:17:28 main:574] : INFO : Epoch 1912 | loss: 0.0311334 | val_loss: 0.0311578 | Time: 2887.36 ms [2021-01-16 06:17:31 main:574] : INFO : Epoch 1913 | loss: 0.0311327 | val_loss: 0.0311576 | Time: 2864.91 ms [2021-01-16 06:17:35 main:574] : INFO : Epoch 1914 | loss: 0.031143 | val_loss: 0.0311671 | Time: 3470.68 ms [2021-01-16 06:17:42 main:574] : INFO : Epoch 1915 | loss: 0.0311583 | val_loss: 0.0311592 | Time: 6978.99 ms [2021-01-16 06:17:48 main:574] : INFO : Epoch 1916 | loss: 0.0311568 | val_loss: 0.031163 | Time: 6196.29 ms [2021-01-16 06:17:51 main:574] : INFO : Epoch 1917 | loss: 0.0311551 | val_loss: 0.0311597 | Time: 2902.98 ms [2021-01-16 06:17:54 main:574] : INFO : Epoch 1918 | loss: 0.0311488 | val_loss: 0.0311595 | Time: 2872.24 ms [2021-01-16 06:17:57 main:574] : INFO : Epoch 1919 | loss: 0.0311472 | val_loss: 0.0311618 | Time: 2933.24 ms [2021-01-16 06:18:02 main:574] : INFO : Epoch 1920 | loss: 0.0311467 | val_loss: 0.0311574 | Time: 4704.89 ms [2021-01-16 06:18:09 main:574] : INFO : Epoch 1921 | loss: 0.0311463 | val_loss: 0.0311548 | Time: 7003.6 ms [2021-01-16 06:18:14 main:574] : INFO : Epoch 1922 | loss: 0.0311439 | val_loss: 0.0311583 | Time: 5129.28 ms [2021-01-16 06:18:17 main:574] : INFO : Epoch 1923 | loss: 0.0311413 | val_loss: 0.0311579 | Time: 2917.18 ms [2021-01-16 06:18:20 main:574] : INFO : Epoch 1924 | loss: 0.0311403 | val_loss: 0.0311552 | Time: 2839.44 ms [2021-01-16 06:18:23 main:574] : INFO : Epoch 1925 | loss: 0.03114 | val_loss: 0.0311565 | Time: 2876.63 ms [2021-01-16 06:18:29 main:574] : INFO : Epoch 1926 | loss: 0.0311405 | val_loss: 0.031157 | Time: 6016.02 ms [2021-01-16 06:18:36 main:574] : INFO : Epoch 1927 | loss: 0.0311381 | val_loss: 0.0311592 | Time: 6938.28 ms [2021-01-16 06:18:40 main:574] : INFO : Epoch 1928 | loss: 0.0311377 | val_loss: 0.0311594 | Time: 3728.76 ms [2021-01-16 06:18:43 main:574] : INFO : Epoch 1929 | loss: 0.0311383 | val_loss: 0.0311645 | Time: 2829.42 ms [2021-01-16 06:18:46 main:574] : INFO : Epoch 1930 | loss: 0.0311406 | val_loss: 0.0311575 | Time: 2874.33 ms [2021-01-16 06:18:49 main:574] : INFO : Epoch 1931 | loss: 0.0311394 | val_loss: 0.0311613 | Time: 3030.74 ms [2021-01-16 06:18:56 main:574] : INFO : Epoch 1932 | loss: 0.0311387 | val_loss: 0.0311598 | Time: 7057.32 ms [2021-01-16 06:19:03 main:574] : INFO : Epoch 1933 | loss: 0.031138 | val_loss: 0.0311622 | Time: 6585.18 ms [2021-01-16 06:19:06 main:574] : INFO : Epoch 1934 | loss: 0.0311409 | val_loss: 0.0311588 | Time: 2865.92 ms [2021-01-16 06:19:09 main:574] : INFO : Epoch 1935 | loss: 0.0311385 | val_loss: 0.0311612 | Time: 2872.33 ms [2021-01-16 06:19:11 main:574] : INFO : Epoch 1936 | loss: 0.0311377 | val_loss: 0.0311582 | Time: 2870.84 ms [2021-01-16 06:19:16 main:574] : INFO : Epoch 1937 | loss: 0.0311403 | val_loss: 0.0311593 | Time: 4636.38 ms [2021-01-16 06:19:23 main:574] : INFO : Epoch 1938 | loss: 0.0311381 | val_loss: 0.0311605 | Time: 6950.06 ms [2021-01-16 06:19:28 main:574] : INFO : Epoch 1939 | loss: 0.031137 | val_loss: 0.0311594 | Time: 5172.71 ms [2021-01-16 06:19:31 main:574] : INFO : Epoch 1940 | loss: 0.0311402 | val_loss: 0.0311615 | Time: 2858.57 ms [2021-01-16 06:19:34 main:574] : INFO : Epoch 1941 | loss: 0.0311391 | val_loss: 0.0311576 | Time: 2860.22 ms [2021-01-16 06:19:37 main:574] : INFO : Epoch 1942 | loss: 0.0311366 | val_loss: 0.0311571 | Time: 2931.29 ms [2021-01-16 06:19:43 main:574] : INFO : Epoch 1943 | loss: 0.0311361 | val_loss: 0.031161 | Time: 5632.01 ms [2021-01-16 06:19:50 main:574] : INFO : Epoch 1944 | loss: 0.031137 | val_loss: 0.0311552 | Time: 6940.53 ms [2021-01-16 06:19:54 main:574] : INFO : Epoch 1945 | loss: 0.0311365 | val_loss: 0.0311577 | Time: 4152.04 ms [2021-01-16 06:19:57 main:574] : INFO : Epoch 1946 | loss: 0.0311388 | val_loss: 0.0311553 | Time: 2903.66 ms [2021-01-16 06:20:00 main:574] : INFO : Epoch 1947 | loss: 0.0311396 | val_loss: 0.0311558 | Time: 2972.32 ms [2021-01-16 06:20:03 main:574] : INFO : Epoch 1948 | loss: 0.03114 | val_loss: 0.031157 | Time: 2932.68 ms [2021-01-16 06:20:10 main:574] : INFO : Epoch 1949 | loss: 0.0311531 | val_loss: 0.0311603 | Time: 6983.37 ms [2021-01-16 06:20:17 main:574] : INFO : Epoch 1950 | loss: 0.0311504 | val_loss: 0.0311605 | Time: 6973.56 ms [2021-01-16 06:20:20 main:574] : INFO : Epoch 1951 | loss: 0.0311524 | val_loss: 0.0311609 | Time: 2912.71 ms [2021-01-16 06:20:23 main:574] : INFO : Epoch 1952 | loss: 0.0311478 | val_loss: 0.0311602 | Time: 2906.65 ms [2021-01-16 06:20:26 main:574] : INFO : Epoch 1953 | loss: 0.031144 | val_loss: 0.0311615 | Time: 2852.48 ms [2021-01-16 06:20:31 main:574] : INFO : Epoch 1954 | loss: 0.0311461 | val_loss: 0.031157 | Time: 4363.78 ms [2021-01-16 06:20:38 main:574] : INFO : Epoch 1955 | loss: 0.0311473 | val_loss: 0.0311704 | Time: 6978.47 ms [2021-01-16 06:20:43 main:574] : INFO : Epoch 1956 | loss: 0.0311471 | val_loss: 0.0311578 | Time: 4996.81 ms [2021-01-16 06:20:46 main:574] : INFO : Epoch 1957 | loss: 0.0311425 | val_loss: 0.0311653 | Time: 2873.68 ms [2021-01-16 06:20:49 main:574] : INFO : Epoch 1958 | loss: 0.031147 | val_loss: 0.0311575 | Time: 2851.8 ms [2021-01-16 06:20:52 main:574] : INFO : Epoch 1959 | loss: 0.0311421 | val_loss: 0.0311625 | Time: 2879.31 ms [2021-01-16 06:20:58 main:574] : INFO : Epoch 1960 | loss: 0.0311432 | val_loss: 0.0311531 | Time: 6375.51 ms [2021-01-16 06:21:05 main:574] : INFO : Epoch 1961 | loss: 0.0311521 | val_loss: 0.0311787 | Time: 7095.9 ms [2021-01-16 06:21:09 main:574] : INFO : Epoch 1962 | loss: 0.031172 | val_loss: 0.0311717 | Time: 3429.9 ms [2021-01-16 06:21:12 main:574] : INFO : Epoch 1963 | loss: 0.0311578 | val_loss: 0.0311648 | Time: 2864.16 ms [2021-01-16 06:21:15 main:574] : INFO : Epoch 1964 | loss: 0.0311496 | val_loss: 0.0311578 | Time: 2903.2 ms [2021-01-16 06:21:18 main:574] : INFO : Epoch 1965 | loss: 0.0311448 | val_loss: 0.0311578 | Time: 3152.53 ms [2021-01-16 06:21:25 main:574] : INFO : Epoch 1966 | loss: 0.0311444 | val_loss: 0.0311583 | Time: 6976.97 ms [2021-01-16 06:21:32 main:574] : INFO : Epoch 1967 | loss: 0.0311422 | val_loss: 0.0311551 | Time: 7041.89 ms [2021-01-16 06:21:35 main:574] : INFO : Epoch 1968 | loss: 0.0311411 | val_loss: 0.0311543 | Time: 2888.67 ms [2021-01-16 06:21:38 main:574] : INFO : Epoch 1969 | loss: 0.0311387 | val_loss: 0.031155 | Time: 2860.99 ms [2021-01-16 06:21:41 main:574] : INFO : Epoch 1970 | loss: 0.0311377 | val_loss: 0.0311579 | Time: 2836.9 ms [2021-01-16 06:21:45 main:574] : INFO : Epoch 1971 | loss: 0.0311382 | val_loss: 0.0311596 | Time: 3993.18 ms [2021-01-16 06:21:52 main:574] : INFO : Epoch 1972 | loss: 0.0311568 | val_loss: 0.0311661 | Time: 6922.04 ms [2021-01-16 06:21:58 main:574] : INFO : Epoch 1973 | loss: 0.0311585 | val_loss: 0.0311647 | Time: 5635.59 ms [2021-01-16 06:22:01 main:574] : INFO : Epoch 1974 | loss: 0.0311607 | val_loss: 0.0311685 | Time: 2826.29 ms [2021-01-16 06:22:03 main:574] : INFO : Epoch 1975 | loss: 0.0311545 | val_loss: 0.0311585 | Time: 2899.04 ms [2021-01-16 06:22:06 main:574] : INFO : Epoch 1976 | loss: 0.0311509 | val_loss: 0.0311604 | Time: 2873.65 ms [2021-01-16 06:22:12 main:574] : INFO : Epoch 1977 | loss: 0.0311505 | val_loss: 0.0311577 | Time: 5467.32 ms [2021-01-16 06:22:19 main:574] : INFO : Epoch 1978 | loss: 0.0311513 | val_loss: 0.0311588 | Time: 6984.86 ms [2021-01-16 06:22:24 main:574] : INFO : Epoch 1979 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 4543.01 ms [2021-01-16 06:22:27 main:574] : INFO : Epoch 1980 | loss: 0.0311513 | val_loss: 0.0311599 | Time: 2930.18 ms [2021-01-16 06:22:30 main:574] : INFO : Epoch 1981 | loss: 0.0311474 | val_loss: 0.0311549 | Time: 2886.68 ms [2021-01-16 06:22:33 main:574] : INFO : Epoch 1982 | loss: 0.031146 | val_loss: 0.0311536 | Time: 2881.97 ms [2021-01-16 06:22:39 main:574] : INFO : Epoch 1983 | loss: 0.0311429 | val_loss: 0.0311517 | Time: 6284.91 ms [2021-01-16 06:22:46 main:574] : INFO : Epoch 1984 | loss: 0.0311423 | val_loss: 0.0311577 | Time: 6985.93 ms [2021-01-16 06:22:50 main:574] : INFO : Epoch 1985 | loss: 0.0311415 | val_loss: 0.0311528 | Time: 3506.66 ms [2021-01-16 06:22:53 main:574] : INFO : Epoch 1986 | loss: 0.0311409 | val_loss: 0.0311536 | Time: 2876.37 ms [2021-01-16 06:22:56 main:574] : INFO : Epoch 1987 | loss: 0.031139 | val_loss: 0.0311543 | Time: 2885.58 ms [2021-01-16 06:22:59 main:574] : INFO : Epoch 1988 | loss: 0.0311384 | val_loss: 0.0311542 | Time: 3054.03 ms [2021-01-16 06:23:06 main:574] : INFO : Epoch 1989 | loss: 0.0311384 | val_loss: 0.031159 | Time: 7033.37 ms [2021-01-16 06:23:13 main:574] : INFO : Epoch 1990 | loss: 0.0311378 | val_loss: 0.0311647 | Time: 6703.96 ms [2021-01-16 06:23:16 main:574] : INFO : Epoch 1991 | loss: 0.0311398 | val_loss: 0.0311571 | Time: 2896.46 ms [2021-01-16 06:23:18 main:574] : INFO : Epoch 1992 | loss: 0.0311361 | val_loss: 0.0311573 | Time: 2853.94 ms [2021-01-16 06:23:21 main:574] : INFO : Epoch 1993 | loss: 0.0311365 | val_loss: 0.0311593 | Time: 2914.67 ms [2021-01-16 06:23:25 main:574] : INFO : Epoch 1994 | loss: 0.0311368 | val_loss: 0.0311571 | Time: 4025.14 ms [2021-01-16 06:23:32 main:574] : INFO : Epoch 1995 | loss: 0.0311373 | val_loss: 0.0311587 | Time: 6922.01 ms [2021-01-16 06:23:38 main:574] : INFO : Epoch 1996 | loss: 0.0311377 | val_loss: 0.0311542 | Time: 5802.93 ms [2021-01-16 06:23:41 main:574] : INFO : Epoch 1997 | loss: 0.0311372 | val_loss: 0.031154 | Time: 2881.86 ms [2021-01-16 06:23:44 main:574] : INFO : Epoch 1998 | loss: 0.0311346 | val_loss: 0.0311541 | Time: 2902.82 ms [2021-01-16 06:23:47 main:574] : INFO : Epoch 1999 | loss: 0.0311356 | val_loss: 0.0311538 | Time: 2865.58 ms [2021-01-16 06:23:53 main:574] : INFO : Epoch 2000 | loss: 0.0311355 | val_loss: 0.0311523 | Time: 5360.35 ms [2021-01-16 06:24:00 main:574] : INFO : Epoch 2001 | loss: 0.0311357 | val_loss: 0.0311595 | Time: 6949.07 ms [2021-01-16 06:24:04 main:574] : INFO : Epoch 2002 | loss: 0.0311365 | val_loss: 0.0311534 | Time: 4504.72 ms [2021-01-16 06:24:07 main:574] : INFO : Epoch 2003 | loss: 0.0311371 | val_loss: 0.0311539 | Time: 2906.81 ms [2021-01-16 06:24:10 main:574] : INFO : Epoch 2004 | loss: 0.0311362 | val_loss: 0.031155 | Time: 2913 ms [2021-01-16 06:24:13 main:574] : INFO : Epoch 2005 | loss: 0.031135 | val_loss: 0.0311525 | Time: 2897.78 ms [2021-01-16 06:24:19 main:574] : INFO : Epoch 2006 | loss: 0.0311334 | val_loss: 0.0311552 | Time: 6275.16 ms [2021-01-16 06:24:27 main:574] : INFO : Epoch 2007 | loss: 0.0311363 | val_loss: 0.0311602 | Time: 7069.78 ms [2021-01-16 06:24:30 main:574] : INFO : Epoch 2008 | loss: 0.0311411 | val_loss: 0.0311507 | Time: 3418.61 ms [2021-01-16 06:24:33 main:574] : INFO : Epoch 2009 | loss: 0.0311369 | val_loss: 0.0311628 | Time: 2889.66 ms [2021-01-16 06:24:36 main:574] : INFO : Epoch 2010 | loss: 0.0311383 | val_loss: 0.031158 | Time: 2896.78 ms [2021-01-16 06:24:39 main:574] : INFO : Epoch 2011 | loss: 0.0311493 | val_loss: 0.0311559 | Time: 3002.72 ms [2021-01-16 06:24:46 main:574] : INFO : Epoch 2012 | loss: 0.0311434 | val_loss: 0.0311512 | Time: 7054.4 ms [2021-01-16 06:24:53 main:574] : INFO : Epoch 2013 | loss: 0.0311393 | val_loss: 0.0311506 | Time: 6573.06 ms [2021-01-16 06:24:56 main:574] : INFO : Epoch 2014 | loss: 0.0311408 | val_loss: 0.0311504 | Time: 2856.63 ms [2021-01-16 06:24:59 main:574] : INFO : Epoch 2015 | loss: 0.0311371 | val_loss: 0.0311524 | Time: 2879.74 ms [2021-01-16 06:25:02 main:574] : INFO : Epoch 2016 | loss: 0.0311363 | val_loss: 0.0311508 | Time: 2964.39 ms [2021-01-16 06:25:06 main:574] : INFO : Epoch 2017 | loss: 0.0311356 | val_loss: 0.0311528 | Time: 4137.69 ms [2021-01-16 06:25:13 main:574] : INFO : Epoch 2018 | loss: 0.031134 | val_loss: 0.0311546 | Time: 6994.02 ms [2021-01-16 06:25:19 main:574] : INFO : Epoch 2019 | loss: 0.0311371 | val_loss: 0.0311582 | Time: 5649.9 ms [2021-01-16 06:25:22 main:574] : INFO : Epoch 2020 | loss: 0.0311439 | val_loss: 0.0311542 | Time: 2928.81 ms [2021-01-16 06:25:25 main:574] : INFO : Epoch 2021 | loss: 0.0311416 | val_loss: 0.0311541 | Time: 3044.65 ms [2021-01-16 06:25:28 main:574] : INFO : Epoch 2022 | loss: 0.0311457 | val_loss: 0.0311644 | Time: 2957 ms [2021-01-16 06:25:35 main:574] : INFO : Epoch 2023 | loss: 0.0311527 | val_loss: 0.0311615 | Time: 6876.86 ms [2021-01-16 06:25:42 main:574] : INFO : Epoch 2024 | loss: 0.0311448 | val_loss: 0.0311571 | Time: 6872.31 ms [2021-01-16 06:25:45 main:574] : INFO : Epoch 2025 | loss: 0.0311486 | val_loss: 0.0311597 | Time: 2905.38 ms [2021-01-16 06:25:48 main:574] : INFO : Epoch 2026 | loss: 0.0311477 | val_loss: 0.0311563 | Time: 2907.12 ms [2021-01-16 06:25:51 main:574] : INFO : Epoch 2027 | loss: 0.0311436 | val_loss: 0.0311534 | Time: 2909.99 ms [2021-01-16 06:25:55 main:574] : INFO : Epoch 2028 | loss: 0.0311405 | val_loss: 0.0311546 | Time: 3728.98 ms [2021-01-16 06:26:02 main:574] : INFO : Epoch 2029 | loss: 0.0311391 | val_loss: 0.0311565 | Time: 7029.03 ms [2021-01-16 06:26:08 main:574] : INFO : Epoch 2030 | loss: 0.0311386 | val_loss: 0.031152 | Time: 6051.67 ms [2021-01-16 06:26:11 main:574] : INFO : Epoch 2031 | loss: 0.0311375 | val_loss: 0.0311591 | Time: 2895.44 ms [2021-01-16 06:26:14 main:574] : INFO : Epoch 2032 | loss: 0.0311419 | val_loss: 0.0311512 | Time: 2915.55 ms [2021-01-16 06:26:17 main:574] : INFO : Epoch 2033 | loss: 0.0311382 | val_loss: 0.0311527 | Time: 2871.77 ms [2021-01-16 06:26:22 main:574] : INFO : Epoch 2034 | loss: 0.0311351 | val_loss: 0.0311508 | Time: 5159.2 ms [2021-01-16 06:26:29 main:574] : INFO : Epoch 2035 | loss: 0.0311359 | val_loss: 0.0311615 | Time: 7099.88 ms [2021-01-16 06:26:33 main:574] : INFO : Epoch 2036 | loss: 0.0311385 | val_loss: 0.0311529 | Time: 4269.94 ms [2021-01-16 06:26:36 main:574] : INFO : Epoch 2037 | loss: 0.0311406 | val_loss: 0.0311587 | Time: 2873.1 ms [2021-01-16 06:26:39 main:574] : INFO : Epoch 2038 | loss: 0.0311387 | val_loss: 0.0311524 | Time: 2899.97 ms [2021-01-16 06:26:42 main:574] : INFO : Epoch 2039 | loss: 0.031137 | val_loss: 0.0311571 | Time: 2900.82 ms [2021-01-16 06:26:49 main:574] : INFO : Epoch 2040 | loss: 0.0311377 | val_loss: 0.0311512 | Time: 6901.11 ms [2021-01-16 06:26:56 main:574] : INFO : Epoch 2041 | loss: 0.031136 | val_loss: 0.0311538 | Time: 6626.74 ms [2021-01-16 06:26:59 main:574] : INFO : Epoch 2042 | loss: 0.0311359 | val_loss: 0.0311566 | Time: 2867.53 ms [2021-01-16 06:27:02 main:574] : INFO : Epoch 2043 | loss: 0.0311361 | val_loss: 0.0311538 | Time: 2915.31 ms [2021-01-16 06:27:05 main:574] : INFO : Epoch 2044 | loss: 0.0311435 | val_loss: 0.0311632 | Time: 2882.46 ms [2021-01-16 06:27:10 main:574] : INFO : Epoch 2045 | loss: 0.0311418 | val_loss: 0.0311503 | Time: 4721.93 ms [2021-01-16 06:27:17 main:574] : INFO : Epoch 2046 | loss: 0.0311386 | val_loss: 0.0311563 | Time: 6957.66 ms [2021-01-16 06:27:22 main:574] : INFO : Epoch 2047 | loss: 0.0311395 | val_loss: 0.0311529 | Time: 5077.47 ms [2021-01-16 06:27:25 main:574] : INFO : Epoch 2048 | loss: 0.031142 | val_loss: 0.0311508 | Time: 2894.35 ms [2021-01-16 06:27:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311508 [2021-01-16 06:27:25 main:603] : INFO : Saving end state to config to file [2021-01-16 06:27:25 main:608] : INFO : Success, exiting.. 06:27:25 (6032): 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)