Task 8806260
| Name | ParityModified-1634617539-20801-3_1 |
| Workunit | 6027781 |
| Created | 8 Nov 2021, 21:43:39 UTC |
| Sent | 8 Nov 2021, 21:50:07 UTC |
| Report deadline | 15 Nov 2021, 21:50:07 UTC |
| Received | 9 Nov 2021, 1:00:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12880 |
| Run time | 1 hours 29 min 40 sec |
| CPU time | 1 hours 29 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,930.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.66 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311635 | val_loss: 0.0311769 | Time: 2568.36 ms [2021-11-08 17:37:33 main:581] : INFO : Epoch 1539 | loss: 0.0311629 | val_loss: 0.0311785 | Time: 2589.36 ms [2021-11-08 17:37:36 main:581] : INFO : Epoch 1540 | loss: 0.031167 | val_loss: 0.0311777 | Time: 2588.49 ms [2021-11-08 17:37:39 main:581] : INFO : Epoch 1541 | loss: 0.0311657 | val_loss: 0.031176 | Time: 2596.32 ms [2021-11-08 17:37:41 main:581] : INFO : Epoch 1542 | loss: 0.031165 | val_loss: 0.0311768 | Time: 2601.85 ms [2021-11-08 17:37:44 main:581] : INFO : Epoch 1543 | loss: 0.0311641 | val_loss: 0.0311749 | Time: 2584.16 ms [2021-11-08 17:37:46 main:581] : INFO : Epoch 1544 | loss: 0.0311664 | val_loss: 0.0311783 | Time: 2593.35 ms [2021-11-08 17:37:49 main:581] : INFO : Epoch 1545 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 2567.31 ms [2021-11-08 17:37:52 main:581] : INFO : Epoch 1546 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 2552.39 ms [2021-11-08 17:37:54 main:581] : INFO : Epoch 1547 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 2582.3 ms [2021-11-08 17:37:57 main:581] : INFO : Epoch 1548 | loss: 0.031164 | val_loss: 0.031174 | Time: 2574.04 ms [2021-11-08 17:37:59 main:581] : INFO : Epoch 1549 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 2591.27 ms [2021-11-08 17:38:02 main:581] : INFO : Epoch 1550 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 2595.83 ms [2021-11-08 17:38:04 main:581] : INFO : Epoch 1551 | loss: 0.0311641 | val_loss: 0.0311799 | Time: 2590.06 ms [2021-11-08 17:38:07 main:581] : INFO : Epoch 1552 | loss: 0.031164 | val_loss: 0.0311746 | Time: 2586.68 ms [2021-11-08 17:38:10 main:581] : INFO : Epoch 1553 | loss: 0.0311643 | val_loss: 0.0311811 | Time: 2596.28 ms [2021-11-08 17:38:12 main:581] : INFO : Epoch 1554 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 2599.75 ms [2021-11-08 17:38:15 main:581] : INFO : Epoch 1555 | loss: 0.0311629 | val_loss: 0.0311768 | Time: 2541.36 ms [2021-11-08 17:38:17 main:581] : INFO : Epoch 1556 | loss: 0.0311637 | val_loss: 0.0311748 | Time: 2584.1 ms [2021-11-08 17:38:20 main:581] : INFO : Epoch 1557 | loss: 0.0311633 | val_loss: 0.0311798 | Time: 2579.68 ms [2021-11-08 17:38:23 main:581] : INFO : Epoch 1558 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 2579.93 ms [2021-11-08 17:38:25 main:581] : INFO : Epoch 1559 | loss: 0.031162 | val_loss: 0.0311751 | Time: 2589.08 ms [2021-11-08 17:38:28 main:581] : INFO : Epoch 1560 | loss: 0.0311605 | val_loss: 0.0311744 | Time: 2584.41 ms [2021-11-08 17:38:30 main:581] : INFO : Epoch 1561 | loss: 0.0311615 | val_loss: 0.0311782 | Time: 2593.18 ms [2021-11-08 17:38:33 main:581] : INFO : Epoch 1562 | loss: 0.0311615 | val_loss: 0.0311784 | Time: 2596.51 ms [2021-11-08 17:38:35 main:581] : INFO : Epoch 1563 | loss: 0.0311613 | val_loss: 0.0311776 | Time: 2578.25 ms [2021-11-08 17:38:38 main:581] : INFO : Epoch 1564 | loss: 0.0311615 | val_loss: 0.0311771 | Time: 2556.42 ms [2021-11-08 17:38:41 main:581] : INFO : Epoch 1565 | loss: 0.0311617 | val_loss: 0.0311771 | Time: 2565 ms [2021-11-08 17:38:43 main:581] : INFO : Epoch 1566 | loss: 0.0311619 | val_loss: 0.0311759 | Time: 2581.41 ms [2021-11-08 17:38:46 main:581] : INFO : Epoch 1567 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 2591.68 ms [2021-11-08 17:38:48 main:581] : INFO : Epoch 1568 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 2602.2 ms [2021-11-08 17:38:51 main:581] : INFO : Epoch 1569 | loss: 0.0311669 | val_loss: 0.0311767 | Time: 2598.4 ms [2021-11-08 17:38:54 main:581] : INFO : Epoch 1570 | loss: 0.0311707 | val_loss: 0.0311799 | Time: 2576.54 ms [2021-11-08 17:38:56 main:581] : INFO : Epoch 1571 | loss: 0.031171 | val_loss: 0.0311763 | Time: 2595.54 ms [2021-11-08 17:38:59 main:581] : INFO : Epoch 1572 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 2573.03 ms [2021-11-08 17:39:01 main:581] : INFO : Epoch 1573 | loss: 0.0311657 | val_loss: 0.0311765 | Time: 2571.03 ms [2021-11-08 17:39:04 main:581] : INFO : Epoch 1574 | loss: 0.0311683 | val_loss: 0.0311772 | Time: 2571.86 ms [2021-11-08 17:39:06 main:581] : INFO : Epoch 1575 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 2581.49 ms [2021-11-08 17:39:09 main:581] : INFO : Epoch 1576 | loss: 0.0311681 | val_loss: 0.031176 | Time: 2590.01 ms [2021-11-08 17:39:12 main:581] : INFO : Epoch 1577 | loss: 0.0311672 | val_loss: 0.0311772 | Time: 2588.96 ms [2021-11-08 17:39:14 main:581] : INFO : Epoch 1578 | loss: 0.0311656 | val_loss: 0.0311773 | Time: 2596.05 ms [2021-11-08 17:39:17 main:581] : INFO : Epoch 1579 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 2609.51 ms [2021-11-08 17:39:19 main:581] : INFO : Epoch 1580 | loss: 0.0311646 | val_loss: 0.0311768 | Time: 2589.97 ms [2021-11-08 17:39:22 main:581] : INFO : Epoch 1581 | loss: 0.031167 | val_loss: 0.0311765 | Time: 2608.85 ms [2021-11-08 17:39:25 main:581] : INFO : Epoch 1582 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 2590.51 ms [2021-11-08 17:39:27 main:581] : INFO : Epoch 1583 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 2557.49 ms [2021-11-08 17:39:30 main:581] : INFO : Epoch 1584 | loss: 0.0311653 | val_loss: 0.0311761 | Time: 2580.34 ms [2021-11-08 17:39:32 main:581] : INFO : Epoch 1585 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 2588.59 ms [2021-11-08 17:39:35 main:581] : INFO : Epoch 1586 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 2577.05 ms [2021-11-08 17:39:37 main:581] : INFO : Epoch 1587 | loss: 0.031164 | val_loss: 0.0311761 | Time: 2582.62 ms [2021-11-08 17:39:40 main:581] : INFO : Epoch 1588 | loss: 0.0311649 | val_loss: 0.0311764 | Time: 2591.77 ms [2021-11-08 17:39:43 main:581] : INFO : Epoch 1589 | loss: 0.0311646 | val_loss: 0.0311759 | Time: 2629.74 ms [2021-11-08 17:39:45 main:581] : INFO : Epoch 1590 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 2579.96 ms [2021-11-08 17:39:48 main:581] : INFO : Epoch 1591 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 2579.66 ms [2021-11-08 17:39:50 main:581] : INFO : Epoch 1592 | loss: 0.0311793 | val_loss: 0.0311791 | Time: 2607.25 ms [2021-11-08 17:39:53 main:581] : INFO : Epoch 1593 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 2596.6 ms [2021-11-08 17:39:56 main:581] : INFO : Epoch 1594 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 2602.49 ms [2021-11-08 17:39:58 main:581] : INFO : Epoch 1595 | loss: 0.0311763 | val_loss: 0.0311827 | Time: 2624.32 ms [2021-11-08 17:40:01 main:581] : INFO : Epoch 1596 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 2597.15 ms [2021-11-08 17:40:04 main:581] : INFO : Epoch 1597 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 2611.02 ms [2021-11-08 17:40:06 main:581] : INFO : Epoch 1598 | loss: 0.0311756 | val_loss: 0.0311839 | Time: 2593.56 ms [2021-11-08 17:40:09 main:581] : INFO : Epoch 1599 | loss: 0.0311742 | val_loss: 0.0311777 | Time: 2588.36 ms [2021-11-08 17:40:11 main:581] : INFO : Epoch 1600 | loss: 0.0311686 | val_loss: 0.0311748 | Time: 2623.59 ms [2021-11-08 17:40:14 main:581] : INFO : Epoch 1601 | loss: 0.0311672 | val_loss: 0.031184 | Time: 2608.4 ms [2021-11-08 17:40:17 main:581] : INFO : Epoch 1602 | loss: 0.0311705 | val_loss: 0.0311751 | Time: 2609.05 ms [2021-11-08 17:40:19 main:581] : INFO : Epoch 1603 | loss: 0.0311662 | val_loss: 0.0311746 | Time: 2618.88 ms [2021-11-08 17:40:22 main:581] : INFO : Epoch 1604 | loss: 0.0311655 | val_loss: 0.0311737 | Time: 2609.28 ms [2021-11-08 17:40:24 main:581] : INFO : Epoch 1605 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 2609.43 ms [2021-11-08 17:40:27 main:581] : INFO : Epoch 1606 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 2513.54 ms [2021-11-08 17:40:29 main:581] : INFO : Epoch 1607 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 2556.01 ms [2021-11-08 17:40:32 main:581] : INFO : Epoch 1608 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 2588.77 ms [2021-11-08 17:40:35 main:581] : INFO : Epoch 1609 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 2592.28 ms [2021-11-08 17:40:37 main:581] : INFO : Epoch 1610 | loss: 0.0311671 | val_loss: 0.0311784 | Time: 2592.82 ms [2021-11-08 17:40:40 main:581] : INFO : Epoch 1611 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 2601.01 ms [2021-11-08 17:40:42 main:581] : INFO : Epoch 1612 | loss: 0.0311661 | val_loss: 0.0311881 | Time: 2626.68 ms [2021-11-08 17:40:45 main:581] : INFO : Epoch 1613 | loss: 0.0311692 | val_loss: 0.0311773 | Time: 2617.5 ms [2021-11-08 17:40:48 main:581] : INFO : Epoch 1614 | loss: 0.0311691 | val_loss: 0.031178 | Time: 2591.14 ms [2021-11-08 17:40:50 main:581] : INFO : Epoch 1615 | loss: 0.0311689 | val_loss: 0.0311786 | Time: 2565.9 ms [2021-11-08 17:40:53 main:581] : INFO : Epoch 1616 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 2551.9 ms [2021-11-08 17:40:55 main:581] : INFO : Epoch 1617 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 2597.32 ms [2021-11-08 17:40:58 main:581] : INFO : Epoch 1618 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 2589.25 ms [2021-11-08 17:41:01 main:581] : INFO : Epoch 1619 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 2588.73 ms [2021-11-08 17:41:03 main:581] : INFO : Epoch 1620 | loss: 0.0311692 | val_loss: 0.0311759 | Time: 2606.39 ms [2021-11-08 17:41:06 main:581] : INFO : Epoch 1621 | loss: 0.031168 | val_loss: 0.0311751 | Time: 2611.44 ms [2021-11-08 17:41:08 main:581] : INFO : Epoch 1622 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 2587.99 ms [2021-11-08 17:41:11 main:581] : INFO : Epoch 1623 | loss: 0.0311662 | val_loss: 0.0311762 | Time: 2596.39 ms [2021-11-08 17:41:14 main:581] : INFO : Epoch 1624 | loss: 0.0311673 | val_loss: 0.0311921 | Time: 2581.38 ms [2021-11-08 17:41:16 main:581] : INFO : Epoch 1625 | loss: 0.0311696 | val_loss: 0.0311753 | Time: 2559.23 ms [2021-11-08 17:41:19 main:581] : INFO : Epoch 1626 | loss: 0.0311684 | val_loss: 0.0311828 | Time: 2587.79 ms [2021-11-08 17:41:21 main:581] : INFO : Epoch 1627 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 2567.9 ms [2021-11-08 17:41:24 main:581] : INFO : Epoch 1628 | loss: 0.0311637 | val_loss: 0.0311763 | Time: 2542.19 ms [2021-11-08 17:41:26 main:581] : INFO : Epoch 1629 | loss: 0.031165 | val_loss: 0.0311791 | Time: 2553.87 ms [2021-11-08 17:41:29 main:581] : INFO : Epoch 1630 | loss: 0.0311646 | val_loss: 0.0311752 | Time: 2598.7 ms [2021-11-08 17:41:32 main:581] : INFO : Epoch 1631 | loss: 0.0311648 | val_loss: 0.0311776 | Time: 2581.46 ms [2021-11-08 17:41:34 main:581] : INFO : Epoch 1632 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 2584.18 ms [2021-11-08 17:41:37 main:581] : INFO : Epoch 1633 | loss: 0.0311637 | val_loss: 0.031177 | Time: 2578.83 ms [2021-11-08 17:41:39 main:581] : INFO : Epoch 1634 | loss: 0.0311632 | val_loss: 0.0311755 | Time: 2588.48 ms [2021-11-08 17:41:42 main:581] : INFO : Epoch 1635 | loss: 0.0311628 | val_loss: 0.0311788 | Time: 2615.08 ms [2021-11-08 17:41:44 main:581] : INFO : Epoch 1636 | loss: 0.0311648 | val_loss: 0.0311784 | Time: 2571.01 ms [2021-11-08 17:41:47 main:581] : INFO : Epoch 1637 | loss: 0.031165 | val_loss: 0.031176 | Time: 2571.16 ms [2021-11-08 17:41:50 main:581] : INFO : Epoch 1638 | loss: 0.0311636 | val_loss: 0.0311758 | Time: 2567.2 ms [2021-11-08 17:41:52 main:581] : INFO : Epoch 1639 | loss: 0.0311666 | val_loss: 0.0311789 | Time: 2563.59 ms [2021-11-08 17:41:55 main:581] : INFO : Epoch 1640 | loss: 0.0311684 | val_loss: 0.0311805 | Time: 2577.61 ms [2021-11-08 17:41:57 main:581] : INFO : Epoch 1641 | loss: 0.0311724 | val_loss: 0.0311778 | Time: 2602.31 ms [2021-11-08 17:42:00 main:581] : INFO : Epoch 1642 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 2581.13 ms [2021-11-08 17:42:03 main:581] : INFO : Epoch 1643 | loss: 0.0311669 | val_loss: 0.0311761 | Time: 2603.98 ms [2021-11-08 17:42:05 main:581] : INFO : Epoch 1644 | loss: 0.0311648 | val_loss: 0.0311788 | Time: 2574.46 ms [2021-11-08 17:42:08 main:581] : INFO : Epoch 1645 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 2579.38 ms [2021-11-08 17:42:10 main:581] : INFO : Epoch 1646 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 2606.55 ms [2021-11-08 17:42:13 main:581] : INFO : Epoch 1647 | loss: 0.031168 | val_loss: 0.0311778 | Time: 2641.61 ms [2021-11-08 17:42:16 main:581] : INFO : Epoch 1648 | loss: 0.0311658 | val_loss: 0.0311788 | Time: 2622.59 ms [2021-11-08 17:42:18 main:581] : INFO : Epoch 1649 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 2618.98 ms [2021-11-08 17:42:21 main:581] : INFO : Epoch 1650 | loss: 0.0311658 | val_loss: 0.031178 | Time: 2616.02 ms [2021-11-08 17:42:23 main:581] : INFO : Epoch 1651 | loss: 0.0311656 | val_loss: 0.0311756 | Time: 2580.82 ms [2021-11-08 17:42:26 main:581] : INFO : Epoch 1652 | loss: 0.0311658 | val_loss: 0.0311761 | Time: 2554.35 ms [2021-11-08 17:42:28 main:581] : INFO : Epoch 1653 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 2550.5 ms [2021-11-08 17:42:31 main:581] : INFO : Epoch 1654 | loss: 0.0311677 | val_loss: 0.0311796 | Time: 2541.36 ms [2021-11-08 17:42:34 main:581] : INFO : Epoch 1655 | loss: 0.0311664 | val_loss: 0.0311762 | Time: 2581.55 ms [2021-11-08 17:42:36 main:581] : INFO : Epoch 1656 | loss: 0.0311634 | val_loss: 0.0311761 | Time: 2583.4 ms [2021-11-08 17:42:39 main:581] : INFO : Epoch 1657 | loss: 0.0311652 | val_loss: 0.0311798 | Time: 2579.58 ms [2021-11-08 17:42:41 main:581] : INFO : Epoch 1658 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 2597.74 ms [2021-11-08 17:42:44 main:581] : INFO : Epoch 1659 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 2570.46 ms [2021-11-08 17:42:47 main:581] : INFO : Epoch 1660 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 2579.45 ms [2021-11-08 17:42:49 main:581] : INFO : Epoch 1661 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 2572.45 ms [2021-11-08 17:42:52 main:581] : INFO : Epoch 1662 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 2570.89 ms [2021-11-08 17:42:54 main:581] : INFO : Epoch 1663 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 2567.88 ms [2021-11-08 17:42:57 main:581] : INFO : Epoch 1664 | loss: 0.0311619 | val_loss: 0.0311777 | Time: 2582.56 ms [2021-11-08 17:42:59 main:581] : INFO : Epoch 1665 | loss: 0.0311673 | val_loss: 0.0311821 | Time: 2584.81 ms [2021-11-08 17:43:02 main:581] : INFO : Epoch 1666 | loss: 0.031166 | val_loss: 0.0311782 | Time: 2592.76 ms [2021-11-08 17:43:05 main:581] : INFO : Epoch 1667 | loss: 0.0311649 | val_loss: 0.031179 | Time: 2582.25 ms [2021-11-08 17:43:07 main:581] : INFO : Epoch 1668 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 2602.82 ms [2021-11-08 17:43:10 main:581] : INFO : Epoch 1669 | loss: 0.031166 | val_loss: 0.0311773 | Time: 2575.21 ms [2021-11-08 17:43:12 main:581] : INFO : Epoch 1670 | loss: 0.0311632 | val_loss: 0.0311766 | Time: 2557.46 ms [2021-11-08 17:43:15 main:581] : INFO : Epoch 1671 | loss: 0.0311636 | val_loss: 0.0311791 | Time: 2587.26 ms [2021-11-08 17:43:17 main:581] : INFO : Epoch 1672 | loss: 0.0311668 | val_loss: 0.031181 | Time: 2586.97 ms [2021-11-08 17:43:20 main:581] : INFO : Epoch 1673 | loss: 0.0311704 | val_loss: 0.0311857 | Time: 2579.04 ms [2021-11-08 17:43:23 main:581] : INFO : Epoch 1674 | loss: 0.0311678 | val_loss: 0.031179 | Time: 2609.47 ms [2021-11-08 17:43:25 main:581] : INFO : Epoch 1675 | loss: 0.031166 | val_loss: 0.0311766 | Time: 2603.13 ms [2021-11-08 17:43:28 main:581] : INFO : Epoch 1676 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 2622.93 ms [2021-11-08 17:43:31 main:581] : INFO : Epoch 1677 | loss: 0.0311734 | val_loss: 0.0311938 | Time: 2605.22 ms [2021-11-08 17:43:33 main:581] : INFO : Epoch 1678 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 2550.55 ms [2021-11-08 17:43:36 main:581] : INFO : Epoch 1679 | loss: 0.0311681 | val_loss: 0.0311775 | Time: 2572.07 ms [2021-11-08 17:43:38 main:581] : INFO : Epoch 1680 | loss: 0.0311649 | val_loss: 0.0311783 | Time: 2580.39 ms [2021-11-08 17:43:41 main:581] : INFO : Epoch 1681 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 2585.85 ms [2021-11-08 17:43:43 main:581] : INFO : Epoch 1682 | loss: 0.0311642 | val_loss: 0.0311771 | Time: 2612.79 ms [2021-11-08 17:43:46 main:581] : INFO : Epoch 1683 | loss: 0.0311641 | val_loss: 0.0311764 | Time: 2594.66 ms [2021-11-08 17:43:49 main:581] : INFO : Epoch 1684 | loss: 0.0311646 | val_loss: 0.0311759 | Time: 2605.26 ms [2021-11-08 17:43:51 main:581] : INFO : Epoch 1685 | loss: 0.0311635 | val_loss: 0.031175 | Time: 2580.84 ms [2021-11-08 17:43:54 main:581] : INFO : Epoch 1686 | loss: 0.0311631 | val_loss: 0.031177 | Time: 2586.94 ms [2021-11-08 17:43:56 main:581] : INFO : Epoch 1687 | loss: 0.031167 | val_loss: 0.0311773 | Time: 2558.69 ms [2021-11-08 17:43:59 main:581] : INFO : Epoch 1688 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 2571.2 ms [2021-11-08 17:44:02 main:581] : INFO : Epoch 1689 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 2599.24 ms [2021-11-08 17:44:04 main:581] : INFO : Epoch 1690 | loss: 0.0311641 | val_loss: 0.0311777 | Time: 2585.51 ms [2021-11-08 17:44:07 main:581] : INFO : Epoch 1691 | loss: 0.0311644 | val_loss: 0.0311796 | Time: 2599.21 ms [2021-11-08 17:44:09 main:581] : INFO : Epoch 1692 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 2604.66 ms [2021-11-08 17:44:12 main:581] : INFO : Epoch 1693 | loss: 0.0311649 | val_loss: 0.0311905 | Time: 2592.62 ms [2021-11-08 17:44:14 main:581] : INFO : Epoch 1694 | loss: 0.0311718 | val_loss: 0.0311857 | Time: 2591.85 ms [2021-11-08 17:44:17 main:581] : INFO : Epoch 1695 | loss: 0.0311732 | val_loss: 0.0311826 | Time: 2592.07 ms [2021-11-08 17:44:20 main:581] : INFO : Epoch 1696 | loss: 0.0311768 | val_loss: 0.0311772 | Time: 2578.27 ms [2021-11-08 17:44:22 main:581] : INFO : Epoch 1697 | loss: 0.0311719 | val_loss: 0.0311772 | Time: 2554.71 ms [2021-11-08 17:44:25 main:581] : INFO : Epoch 1698 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 2581.59 ms [2021-11-08 17:44:27 main:581] : INFO : Epoch 1699 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 2585.73 ms [2021-11-08 17:44:30 main:581] : INFO : Epoch 1700 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 2608.18 ms [2021-11-08 17:44:33 main:581] : INFO : Epoch 1701 | loss: 0.0311697 | val_loss: 0.0311736 | Time: 2597.12 ms [2021-11-08 17:44:35 main:581] : INFO : Epoch 1702 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 2579.66 ms [2021-11-08 17:44:38 main:581] : INFO : Epoch 1703 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 2591.73 ms [2021-11-08 17:44:40 main:581] : INFO : Epoch 1704 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 2581.69 ms [2021-11-08 17:44:43 main:581] : INFO : Epoch 1705 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 2568.48 ms [2021-11-08 17:44:45 main:581] : INFO : Epoch 1706 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 2566.65 ms [2021-11-08 17:44:48 main:581] : INFO : Epoch 1707 | loss: 0.0311666 | val_loss: 0.03118 | Time: 2573.5 ms [2021-11-08 17:44:51 main:581] : INFO : Epoch 1708 | loss: 0.0311707 | val_loss: 0.0311838 | Time: 2593.28 ms [2021-11-08 17:44:53 main:581] : INFO : Epoch 1709 | loss: 0.0311705 | val_loss: 0.0311779 | Time: 2583.27 ms [2021-11-08 17:44:56 main:581] : INFO : Epoch 1710 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 2619.97 ms [2021-11-08 17:44:58 main:581] : INFO : Epoch 1711 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 2596.68 ms [2021-11-08 17:45:01 main:581] : INFO : Epoch 1712 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 2574.63 ms [2021-11-08 17:45:04 main:581] : INFO : Epoch 1713 | loss: 0.0311696 | val_loss: 0.0311773 | Time: 2597.48 ms [2021-11-08 17:45:06 main:581] : INFO : Epoch 1714 | loss: 0.0311683 | val_loss: 0.0311782 | Time: 2557.83 ms [2021-11-08 17:45:09 main:581] : INFO : Epoch 1715 | loss: 0.0311691 | val_loss: 0.0311758 | Time: 2556.27 ms [2021-11-08 17:45:11 main:581] : INFO : Epoch 1716 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 2577.43 ms [2021-11-08 17:45:14 main:581] : INFO : Epoch 1717 | loss: 0.0311681 | val_loss: 0.0311769 | Time: 2585.85 ms [2021-11-08 17:45:16 main:581] : INFO : Epoch 1718 | loss: 0.031167 | val_loss: 0.0311797 | Time: 2589.56 ms [2021-11-08 17:45:19 main:581] : INFO : Epoch 1719 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 2587.21 ms [2021-11-08 17:45:22 main:581] : INFO : Epoch 1720 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 2591.59 ms [2021-11-08 17:45:24 main:581] : INFO : Epoch 1721 | loss: 0.031167 | val_loss: 0.0311784 | Time: 2588.93 ms [2021-11-08 17:45:27 main:581] : INFO : Epoch 1722 | loss: 0.0311653 | val_loss: 0.0311805 | Time: 2594.1 ms [2021-11-08 17:45:29 main:581] : INFO : Epoch 1723 | loss: 0.0311655 | val_loss: 0.0311769 | Time: 2594.61 ms [2021-11-08 17:45:32 main:581] : INFO : Epoch 1724 | loss: 0.0311655 | val_loss: 0.0311836 | Time: 2550.61 ms [2021-11-08 17:45:35 main:581] : INFO : Epoch 1725 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 2580.6 ms [2021-11-08 17:45:37 main:581] : INFO : Epoch 1726 | loss: 0.031165 | val_loss: 0.0311766 | Time: 2571.83 ms [2021-11-08 17:45:40 main:581] : INFO : Epoch 1727 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 2573.49 ms [2021-11-08 17:45:42 main:581] : INFO : Epoch 1728 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 2591.02 ms [2021-11-08 17:45:45 main:581] : INFO : Epoch 1729 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 2582.25 ms [2021-11-08 17:45:47 main:581] : INFO : Epoch 1730 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 2575.36 ms [2021-11-08 17:45:50 main:581] : INFO : Epoch 1731 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 2572.89 ms [2021-11-08 17:45:53 main:581] : INFO : Epoch 1732 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 2579.42 ms [2021-11-08 17:45:55 main:581] : INFO : Epoch 1733 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 2548.87 ms [2021-11-08 17:45:58 main:581] : INFO : Epoch 1734 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 2571.21 ms [2021-11-08 17:46:00 main:581] : INFO : Epoch 1735 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 2591.78 ms [2021-11-08 17:46:03 main:581] : INFO : Epoch 1736 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 2607.67 ms [2021-11-08 17:46:06 main:581] : INFO : Epoch 1737 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 2639.24 ms [2021-11-08 17:46:08 main:581] : INFO : Epoch 1738 | loss: 0.0311727 | val_loss: 0.0311721 | Time: 2622.72 ms [2021-11-08 17:46:11 main:581] : INFO : Epoch 1739 | loss: 0.031169 | val_loss: 0.0311743 | Time: 2600.06 ms [2021-11-08 17:46:13 main:581] : INFO : Epoch 1740 | loss: 0.031169 | val_loss: 0.0311764 | Time: 2615.2 ms [2021-11-08 17:46:16 main:581] : INFO : Epoch 1741 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 2620.62 ms [2021-11-08 17:46:19 main:581] : INFO : Epoch 1742 | loss: 0.0311676 | val_loss: 0.0311766 | Time: 2576.36 ms [2021-11-08 17:46:21 main:581] : INFO : Epoch 1743 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 2616.01 ms [2021-11-08 17:46:24 main:581] : INFO : Epoch 1744 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 2626.61 ms [2021-11-08 17:46:27 main:581] : INFO : Epoch 1745 | loss: 0.0311656 | val_loss: 0.0311729 | Time: 2634.77 ms [2021-11-08 17:46:29 main:581] : INFO : Epoch 1746 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 2639.8 ms [2021-11-08 17:46:32 main:581] : INFO : Epoch 1747 | loss: 0.0311653 | val_loss: 0.0311723 | Time: 2618.78 ms [2021-11-08 17:46:34 main:581] : INFO : Epoch 1748 | loss: 0.0311649 | val_loss: 0.0311727 | Time: 2630.24 ms [2021-11-08 17:46:37 main:581] : INFO : Epoch 1749 | loss: 0.0311663 | val_loss: 0.0311745 | Time: 2630.64 ms [2021-11-08 17:46:40 main:581] : INFO : Epoch 1750 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 2589.46 ms [2021-11-08 17:46:42 main:581] : INFO : Epoch 1751 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 2612.8 ms [2021-11-08 17:46:45 main:581] : INFO : Epoch 1752 | loss: 0.0311631 | val_loss: 0.0311763 | Time: 2640.09 ms [2021-11-08 17:46:48 main:581] : INFO : Epoch 1753 | loss: 0.031163 | val_loss: 0.0311736 | Time: 2655.25 ms [2021-11-08 17:46:50 main:581] : INFO : Epoch 1754 | loss: 0.0311619 | val_loss: 0.0311754 | Time: 2638.83 ms [2021-11-08 17:46:53 main:581] : INFO : Epoch 1755 | loss: 0.031162 | val_loss: 0.0311726 | Time: 2623.15 ms [2021-11-08 17:46:55 main:581] : INFO : Epoch 1756 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 2644.2 ms [2021-11-08 17:46:58 main:581] : INFO : Epoch 1757 | loss: 0.0311651 | val_loss: 0.0311898 | Time: 2603.18 ms [2021-11-08 17:47:01 main:581] : INFO : Epoch 1758 | loss: 0.031168 | val_loss: 0.0311736 | Time: 2596.77 ms [2021-11-08 17:47:03 main:581] : INFO : Epoch 1759 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 2624.39 ms [2021-11-08 17:47:06 main:581] : INFO : Epoch 1760 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 2622.27 ms [2021-11-08 17:47:08 main:581] : INFO : Epoch 1761 | loss: 0.0311622 | val_loss: 0.0311741 | Time: 2603.96 ms [2021-11-08 17:47:11 main:581] : INFO : Epoch 1762 | loss: 0.0311619 | val_loss: 0.0311733 | Time: 2620.23 ms [2021-11-08 17:47:14 main:581] : INFO : Epoch 1763 | loss: 0.0311629 | val_loss: 0.0311751 | Time: 2592.44 ms [2021-11-08 17:47:16 main:581] : INFO : Epoch 1764 | loss: 0.0311613 | val_loss: 0.0311719 | Time: 2605.88 ms [2021-11-08 17:47:19 main:581] : INFO : Epoch 1765 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 2573.84 ms [2021-11-08 17:47:21 main:581] : INFO : Epoch 1766 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 2563.41 ms [2021-11-08 17:47:24 main:581] : INFO : Epoch 1767 | loss: 0.0311605 | val_loss: 0.0311746 | Time: 2621.94 ms [2021-11-08 17:47:27 main:581] : INFO : Epoch 1768 | loss: 0.031162 | val_loss: 0.0311733 | Time: 2597.75 ms [2021-11-08 17:47:29 main:581] : INFO : Epoch 1769 | loss: 0.0311631 | val_loss: 0.0311846 | Time: 2579.95 ms [2021-11-08 17:47:32 main:581] : INFO : Epoch 1770 | loss: 0.0311641 | val_loss: 0.0311809 | Time: 2610.76 ms [2021-11-08 17:47:34 main:581] : INFO : Epoch 1771 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 2586.46 ms [2021-11-08 17:47:37 main:581] : INFO : Epoch 1772 | loss: 0.0311657 | val_loss: 0.0311817 | Time: 2590.78 ms [2021-11-08 17:47:40 main:581] : INFO : Epoch 1773 | loss: 0.0311616 | val_loss: 0.0311779 | Time: 2579.19 ms [2021-11-08 17:47:42 main:581] : INFO : Epoch 1774 | loss: 0.0311608 | val_loss: 0.0311811 | Time: 2570.06 ms [2021-11-08 17:47:45 main:581] : INFO : Epoch 1775 | loss: 0.0311612 | val_loss: 0.0311763 | Time: 2575.1 ms [2021-11-08 17:47:47 main:581] : INFO : Epoch 1776 | loss: 0.0311607 | val_loss: 0.0311771 | Time: 2576.03 ms [2021-11-08 17:47:50 main:581] : INFO : Epoch 1777 | loss: 0.031161 | val_loss: 0.0311789 | Time: 2585.56 ms [2021-11-08 17:47:52 main:581] : INFO : Epoch 1778 | loss: 0.0311615 | val_loss: 0.0311768 | Time: 2578.74 ms [2021-11-08 17:47:55 main:581] : INFO : Epoch 1779 | loss: 0.0311663 | val_loss: 0.0311771 | Time: 2598.96 ms [2021-11-08 17:47:58 main:581] : INFO : Epoch 1780 | loss: 0.0311651 | val_loss: 0.031177 | Time: 2582.79 ms [2021-11-08 17:48:00 main:581] : INFO : Epoch 1781 | loss: 0.031163 | val_loss: 0.0311817 | Time: 2595.01 ms [2021-11-08 17:48:03 main:581] : INFO : Epoch 1782 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 2592.15 ms [2021-11-08 17:48:05 main:581] : INFO : Epoch 1783 | loss: 0.0311618 | val_loss: 0.0311775 | Time: 2560.12 ms [2021-11-08 17:48:08 main:581] : INFO : Epoch 1784 | loss: 0.03116 | val_loss: 0.0311767 | Time: 2561.29 ms [2021-11-08 17:48:11 main:581] : INFO : Epoch 1785 | loss: 0.0311607 | val_loss: 0.0311765 | Time: 2575.72 ms [2021-11-08 17:48:13 main:581] : INFO : Epoch 1786 | loss: 0.0311609 | val_loss: 0.0311789 | Time: 2587.63 ms [2021-11-08 17:48:16 main:581] : INFO : Epoch 1787 | loss: 0.0311605 | val_loss: 0.0311806 | Time: 2584.95 ms [2021-11-08 17:48:18 main:581] : INFO : Epoch 1788 | loss: 0.0311596 | val_loss: 0.03118 | Time: 2591.81 ms [2021-11-08 17:48:21 main:581] : INFO : Epoch 1789 | loss: 0.0311654 | val_loss: 0.0311793 | Time: 2590.85 ms [2021-11-08 17:48:24 main:581] : INFO : Epoch 1790 | loss: 0.0311655 | val_loss: 0.0311799 | Time: 2585.43 ms [2021-11-08 17:48:26 main:581] : INFO : Epoch 1791 | loss: 0.0311627 | val_loss: 0.0311747 | Time: 2623.66 ms [2021-11-08 17:48:29 main:581] : INFO : Epoch 1792 | loss: 0.0311632 | val_loss: 0.0311779 | Time: 2580.4 ms [2021-11-08 17:48:31 main:581] : INFO : Epoch 1793 | loss: 0.0311621 | val_loss: 0.0311814 | Time: 2555.19 ms [2021-11-08 17:48:34 main:581] : INFO : Epoch 1794 | loss: 0.031161 | val_loss: 0.0311758 | Time: 2589 ms [2021-11-08 17:48:36 main:581] : INFO : Epoch 1795 | loss: 0.0311595 | val_loss: 0.0311761 | Time: 2584.04 ms [2021-11-08 17:48:39 main:581] : INFO : Epoch 1796 | loss: 0.0311593 | val_loss: 0.0311783 | Time: 2593.37 ms [2021-11-08 17:48:42 main:581] : INFO : Epoch 1797 | loss: 0.0311594 | val_loss: 0.0311761 | Time: 2595.06 ms [2021-11-08 17:48:44 main:581] : INFO : Epoch 1798 | loss: 0.0311625 | val_loss: 0.0311794 | Time: 2589.61 ms [2021-11-08 17:48:47 main:581] : INFO : Epoch 1799 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 2577.47 ms [2021-11-08 17:48:49 main:581] : INFO : Epoch 1800 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 2582.97 ms [2021-11-08 17:48:52 main:581] : INFO : Epoch 1801 | loss: 0.0311623 | val_loss: 0.0311742 | Time: 2579.67 ms [2021-11-08 17:48:55 main:581] : INFO : Epoch 1802 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 2555.97 ms [2021-11-08 17:48:57 main:581] : INFO : Epoch 1803 | loss: 0.0311589 | val_loss: 0.0311756 | Time: 2607.07 ms [2021-11-08 17:49:00 main:581] : INFO : Epoch 1804 | loss: 0.0311603 | val_loss: 0.0311754 | Time: 2590.22 ms [2021-11-08 17:49:02 main:581] : INFO : Epoch 1805 | loss: 0.0311582 | val_loss: 0.031177 | Time: 2588.83 ms [2021-11-08 17:49:05 main:581] : INFO : Epoch 1806 | loss: 0.0311595 | val_loss: 0.0311761 | Time: 2595.58 ms [2021-11-08 17:49:07 main:581] : INFO : Epoch 1807 | loss: 0.0311608 | val_loss: 0.0311769 | Time: 2588.57 ms [2021-11-08 17:49:10 main:581] : INFO : Epoch 1808 | loss: 0.0311653 | val_loss: 0.0311744 | Time: 2615.72 ms [2021-11-08 17:49:13 main:581] : INFO : Epoch 1809 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 2615.73 ms [2021-11-08 17:49:15 main:581] : INFO : Epoch 1810 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 2591.66 ms [2021-11-08 17:49:18 main:581] : INFO : Epoch 1811 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 2577.53 ms [2021-11-08 17:49:20 main:581] : INFO : Epoch 1812 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 2598.8 ms [2021-11-08 17:49:23 main:581] : INFO : Epoch 1813 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 2618.22 ms [2021-11-08 17:49:26 main:581] : INFO : Epoch 1814 | loss: 0.0311646 | val_loss: 0.0311745 | Time: 2623.36 ms [2021-11-08 17:49:28 main:581] : INFO : Epoch 1815 | loss: 0.0311637 | val_loss: 0.0311795 | Time: 2613.88 ms [2021-11-08 17:49:31 main:581] : INFO : Epoch 1816 | loss: 0.0311707 | val_loss: 0.0311813 | Time: 2614.95 ms [2021-11-08 17:49:34 main:581] : INFO : Epoch 1817 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 2612.09 ms [2021-11-08 17:49:36 main:581] : INFO : Epoch 1818 | loss: 0.0311681 | val_loss: 0.031174 | Time: 2618.35 ms [2021-11-08 17:49:39 main:581] : INFO : Epoch 1819 | loss: 0.031167 | val_loss: 0.031175 | Time: 2595.86 ms [2021-11-08 17:49:41 main:581] : INFO : Epoch 1820 | loss: 0.0311658 | val_loss: 0.0311762 | Time: 2568.83 ms [2021-11-08 17:49:44 main:581] : INFO : Epoch 1821 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 2616.54 ms [2021-11-08 17:49:47 main:581] : INFO : Epoch 1822 | loss: 0.031166 | val_loss: 0.0311764 | Time: 2622 ms [2021-11-08 17:49:49 main:581] : INFO : Epoch 1823 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 2610.32 ms [2021-11-08 17:49:52 main:581] : INFO : Epoch 1824 | loss: 0.0311631 | val_loss: 0.0311744 | Time: 2631.44 ms [2021-11-08 17:49:54 main:581] : INFO : Epoch 1825 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 2591.81 ms [2021-11-08 17:49:57 main:581] : INFO : Epoch 1826 | loss: 0.0311651 | val_loss: 0.0311774 | Time: 2573.28 ms [2021-11-08 17:50:00 main:581] : INFO : Epoch 1827 | loss: 0.0311654 | val_loss: 0.0311779 | Time: 2597.01 ms [2021-11-08 17:50:02 main:581] : INFO : Epoch 1828 | loss: 0.0311653 | val_loss: 0.0311807 | Time: 2578.4 ms [2021-11-08 17:50:05 main:581] : INFO : Epoch 1829 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 2587.14 ms [2021-11-08 17:50:07 main:581] : INFO : Epoch 1830 | loss: 0.0311647 | val_loss: 0.0311748 | Time: 2620.85 ms [2021-11-08 17:50:10 main:581] : INFO : Epoch 1831 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 2653.42 ms [2021-11-08 17:50:13 main:581] : INFO : Epoch 1832 | loss: 0.0311616 | val_loss: 0.0311754 | Time: 2619.81 ms [2021-11-08 17:50:15 main:581] : INFO : Epoch 1833 | loss: 0.0311604 | val_loss: 0.0311758 | Time: 2620.39 ms [2021-11-08 17:50:18 main:581] : INFO : Epoch 1834 | loss: 0.0311613 | val_loss: 0.0311759 | Time: 2605.18 ms [2021-11-08 17:50:20 main:581] : INFO : Epoch 1835 | loss: 0.0311628 | val_loss: 0.031176 | Time: 2588.44 ms [2021-11-08 17:50:23 main:581] : INFO : Epoch 1836 | loss: 0.031163 | val_loss: 0.0311733 | Time: 2589.79 ms [2021-11-08 17:50:26 main:581] : INFO : Epoch 1837 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 2595.53 ms [2021-11-08 17:50:28 main:581] : INFO : Epoch 1838 | loss: 0.0311632 | val_loss: 0.0311771 | Time: 2548.13 ms [2021-11-08 17:50:31 main:581] : INFO : Epoch 1839 | loss: 0.0311598 | val_loss: 0.0311759 | Time: 2599.56 ms [2021-11-08 17:50:33 main:581] : INFO : Epoch 1840 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 2586 ms [2021-11-08 17:50:36 main:581] : INFO : Epoch 1841 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 2592.58 ms [2021-11-08 17:50:39 main:581] : INFO : Epoch 1842 | loss: 0.0311591 | val_loss: 0.031177 | Time: 2597.18 ms [2021-11-08 17:50:41 main:581] : INFO : Epoch 1843 | loss: 0.0311593 | val_loss: 0.0311716 | Time: 2591.89 ms [2021-11-08 17:50:44 main:581] : INFO : Epoch 1844 | loss: 0.0311589 | val_loss: 0.0311746 | Time: 2594.83 ms [2021-11-08 17:50:46 main:581] : INFO : Epoch 1845 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 2606.62 ms [2021-11-08 17:50:49 main:581] : INFO : Epoch 1846 | loss: 0.0311657 | val_loss: 0.031175 | Time: 2586.04 ms [2021-11-08 17:50:52 main:581] : INFO : Epoch 1847 | loss: 0.0311621 | val_loss: 0.0311724 | Time: 2553.59 ms [2021-11-08 17:50:54 main:581] : INFO : Epoch 1848 | loss: 0.0311626 | val_loss: 0.0311738 | Time: 2584.98 ms [2021-11-08 17:50:57 main:581] : INFO : Epoch 1849 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 2574.15 ms [2021-11-08 17:50:59 main:581] : INFO : Epoch 1850 | loss: 0.0311604 | val_loss: 0.0311763 | Time: 2584.04 ms [2021-11-08 17:51:02 main:581] : INFO : Epoch 1851 | loss: 0.0311608 | val_loss: 0.0311743 | Time: 2592.39 ms [2021-11-08 17:51:04 main:581] : INFO : Epoch 1852 | loss: 0.0311653 | val_loss: 0.0311903 | Time: 2597.1 ms [2021-11-08 17:51:07 main:581] : INFO : Epoch 1853 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 2586.66 ms [2021-11-08 17:51:10 main:581] : INFO : Epoch 1854 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 2599.68 ms [2021-11-08 17:51:12 main:581] : INFO : Epoch 1855 | loss: 0.0311609 | val_loss: 0.031178 | Time: 2582.88 ms [2021-11-08 17:51:15 main:581] : INFO : Epoch 1856 | loss: 0.0311619 | val_loss: 0.0311717 | Time: 2565.07 ms [2021-11-08 17:51:17 main:581] : INFO : Epoch 1857 | loss: 0.0311601 | val_loss: 0.0311754 | Time: 2566.49 ms [2021-11-08 17:51:20 main:581] : INFO : Epoch 1858 | loss: 0.0311605 | val_loss: 0.0311779 | Time: 2581.15 ms [2021-11-08 17:51:23 main:581] : INFO : Epoch 1859 | loss: 0.0311594 | val_loss: 0.031174 | Time: 2584.58 ms [2021-11-08 17:51:25 main:581] : INFO : Epoch 1860 | loss: 0.0311624 | val_loss: 0.0311793 | Time: 2586.32 ms [2021-11-08 17:51:28 main:581] : INFO : Epoch 1861 | loss: 0.0311631 | val_loss: 0.0311812 | Time: 2594.19 ms [2021-11-08 17:51:30 main:581] : INFO : Epoch 1862 | loss: 0.0311677 | val_loss: 0.031178 | Time: 2585.8 ms [2021-11-08 17:51:33 main:581] : INFO : Epoch 1863 | loss: 0.0311669 | val_loss: 0.0311753 | Time: 2593.96 ms [2021-11-08 17:51:35 main:581] : INFO : Epoch 1864 | loss: 0.0311641 | val_loss: 0.0311759 | Time: 2595.74 ms [2021-11-08 17:51:38 main:581] : INFO : Epoch 1865 | loss: 0.0311663 | val_loss: 0.031178 | Time: 2564.25 ms [2021-11-08 17:51:41 main:581] : INFO : Epoch 1866 | loss: 0.0311668 | val_loss: 0.0311801 | Time: 2589.64 ms [2021-11-08 17:51:43 main:581] : INFO : Epoch 1867 | loss: 0.0311688 | val_loss: 0.0311776 | Time: 2579.12 ms [2021-11-08 17:51:46 main:581] : INFO : Epoch 1868 | loss: 0.0311672 | val_loss: 0.0311759 | Time: 2583.76 ms [2021-11-08 17:51:48 main:581] : INFO : Epoch 1869 | loss: 0.0311633 | val_loss: 0.0311751 | Time: 2591.87 ms [2021-11-08 17:51:51 main:581] : INFO : Epoch 1870 | loss: 0.0311628 | val_loss: 0.0311778 | Time: 2575.72 ms [2021-11-08 17:51:54 main:581] : INFO : Epoch 1871 | loss: 0.0311658 | val_loss: 0.0311786 | Time: 2601.97 ms [2021-11-08 17:51:56 main:581] : INFO : Epoch 1872 | loss: 0.0311632 | val_loss: 0.0311749 | Time: 2565.27 ms [2021-11-08 17:51:59 main:581] : INFO : Epoch 1873 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 2613.37 ms [2021-11-08 17:52:01 main:581] : INFO : Epoch 1874 | loss: 0.0311635 | val_loss: 0.0311756 | Time: 2614.26 ms [2021-11-08 17:52:04 main:581] : INFO : Epoch 1875 | loss: 0.0311608 | val_loss: 0.0311774 | Time: 2603.68 ms [2021-11-08 17:52:07 main:581] : INFO : Epoch 1876 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 2621.18 ms [2021-11-08 17:52:09 main:581] : INFO : Epoch 1877 | loss: 0.0311597 | val_loss: 0.0311768 | Time: 2632.9 ms [2021-11-08 17:52:12 main:581] : INFO : Epoch 1878 | loss: 0.0311601 | val_loss: 0.0311778 | Time: 2609.34 ms [2021-11-08 17:52:14 main:581] : INFO : Epoch 1879 | loss: 0.0311586 | val_loss: 0.0311764 | Time: 2611.2 ms [2021-11-08 17:52:17 main:581] : INFO : Epoch 1880 | loss: 0.0311593 | val_loss: 0.0311743 | Time: 2587.15 ms [2021-11-08 17:52:20 main:581] : INFO : Epoch 1881 | loss: 0.0311585 | val_loss: 0.0311798 | Time: 2611.47 ms [2021-11-08 17:52:22 main:581] : INFO : Epoch 1882 | loss: 0.0311599 | val_loss: 0.0311779 | Time: 2601.45 ms [2021-11-08 17:52:25 main:581] : INFO : Epoch 1883 | loss: 0.0311648 | val_loss: 0.031189 | Time: 2604.2 ms [2021-11-08 17:52:27 main:581] : INFO : Epoch 1884 | loss: 0.0311655 | val_loss: 0.0311745 | Time: 2605.26 ms [2021-11-08 17:52:30 main:581] : INFO : Epoch 1885 | loss: 0.031163 | val_loss: 0.0311756 | Time: 2597.37 ms [2021-11-08 17:52:33 main:581] : INFO : Epoch 1886 | loss: 0.0311605 | val_loss: 0.0311783 | Time: 2593.52 ms [2021-11-08 17:52:35 main:581] : INFO : Epoch 1887 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 2611.68 ms [2021-11-08 17:52:38 main:581] : INFO : Epoch 1888 | loss: 0.0311579 | val_loss: 0.0311767 | Time: 2597.56 ms [2021-11-08 17:52:40 main:581] : INFO : Epoch 1889 | loss: 0.0311597 | val_loss: 0.0311759 | Time: 2608.08 ms [2021-11-08 17:52:43 main:581] : INFO : Epoch 1890 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 2613.61 ms [2021-11-08 17:52:46 main:581] : INFO : Epoch 1891 | loss: 0.0311607 | val_loss: 0.0311757 | Time: 2625.98 ms [2021-11-08 17:52:48 main:581] : INFO : Epoch 1892 | loss: 0.0311601 | val_loss: 0.0311752 | Time: 2605.53 ms [2021-11-08 17:52:51 main:581] : INFO : Epoch 1893 | loss: 0.0311623 | val_loss: 0.031186 | Time: 2621.04 ms [2021-11-08 17:52:54 main:581] : INFO : Epoch 1894 | loss: 0.0311613 | val_loss: 0.0311757 | Time: 2613.47 ms [2021-11-08 17:52:56 main:581] : INFO : Epoch 1895 | loss: 0.0311662 | val_loss: 0.0311787 | Time: 2616.22 ms [2021-11-08 17:52:59 main:581] : INFO : Epoch 1896 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 2613.31 ms [2021-11-08 17:53:01 main:581] : INFO : Epoch 1897 | loss: 0.0311622 | val_loss: 0.0311735 | Time: 2592.44 ms [2021-11-08 17:53:04 main:581] : INFO : Epoch 1898 | loss: 0.031162 | val_loss: 0.0311756 | Time: 2613.63 ms [2021-11-08 17:53:07 main:581] : INFO : Epoch 1899 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 2617.05 ms [2021-11-08 17:53:09 main:581] : INFO : Epoch 1900 | loss: 0.0311619 | val_loss: 0.0311788 | Time: 2627.43 ms [2021-11-08 17:53:12 main:581] : INFO : Epoch 1901 | loss: 0.0311616 | val_loss: 0.0311759 | Time: 2655.84 ms [2021-11-08 17:53:15 main:581] : INFO : Epoch 1902 | loss: 0.0311611 | val_loss: 0.0311762 | Time: 2623.04 ms [2021-11-08 17:53:17 main:581] : INFO : Epoch 1903 | loss: 0.0311618 | val_loss: 0.0311757 | Time: 2622.69 ms [2021-11-08 17:53:20 main:581] : INFO : Epoch 1904 | loss: 0.0311618 | val_loss: 0.0311775 | Time: 2617.61 ms [2021-11-08 17:53:22 main:581] : INFO : Epoch 1905 | loss: 0.0311601 | val_loss: 0.0311787 | Time: 2562.94 ms [2021-11-08 17:53:25 main:581] : INFO : Epoch 1906 | loss: 0.0311598 | val_loss: 0.0311803 | Time: 2608.85 ms [2021-11-08 17:53:28 main:581] : INFO : Epoch 1907 | loss: 0.0311626 | val_loss: 0.0311871 | Time: 2607.27 ms [2021-11-08 17:53:30 main:581] : INFO : Epoch 1908 | loss: 0.0311662 | val_loss: 0.0311864 | Time: 2597.54 ms [2021-11-08 17:53:33 main:581] : INFO : Epoch 1909 | loss: 0.0311669 | val_loss: 0.0311793 | Time: 2641.09 ms [2021-11-08 17:53:35 main:581] : INFO : Epoch 1910 | loss: 0.0311626 | val_loss: 0.0311744 | Time: 2601.42 ms [2021-11-08 17:53:38 main:581] : INFO : Epoch 1911 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 2611.6 ms [2021-11-08 17:53:41 main:581] : INFO : Epoch 1912 | loss: 0.0311619 | val_loss: 0.0311762 | Time: 2585.94 ms [2021-11-08 17:53:43 main:581] : INFO : Epoch 1913 | loss: 0.0311609 | val_loss: 0.0311766 | Time: 2568.34 ms [2021-11-08 17:53:46 main:581] : INFO : Epoch 1914 | loss: 0.0311607 | val_loss: 0.0311753 | Time: 2614.54 ms [2021-11-08 17:53:48 main:581] : INFO : Epoch 1915 | loss: 0.0311598 | val_loss: 0.0311742 | Time: 2607.6 ms [2021-11-08 17:53:51 main:581] : INFO : Epoch 1916 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 2615.11 ms [2021-11-08 17:53:54 main:581] : INFO : Epoch 1917 | loss: 0.0311594 | val_loss: 0.0311767 | Time: 2595.87 ms [2021-11-08 17:53:56 main:581] : INFO : Epoch 1918 | loss: 0.0311595 | val_loss: 0.0311756 | Time: 2620.43 ms [2021-11-08 17:53:59 main:581] : INFO : Epoch 1919 | loss: 0.0311597 | val_loss: 0.0311768 | Time: 2609.49 ms [2021-11-08 17:54:01 main:581] : INFO : Epoch 1920 | loss: 0.0311617 | val_loss: 0.0311795 | Time: 2606.44 ms [2021-11-08 17:54:04 main:581] : INFO : Epoch 1921 | loss: 0.0311667 | val_loss: 0.0311793 | Time: 2594.87 ms [2021-11-08 17:54:07 main:581] : INFO : Epoch 1922 | loss: 0.031167 | val_loss: 0.0311784 | Time: 2560.94 ms [2021-11-08 17:54:09 main:581] : INFO : Epoch 1923 | loss: 0.0311666 | val_loss: 0.0311775 | Time: 2617.49 ms [2021-11-08 17:54:12 main:581] : INFO : Epoch 1924 | loss: 0.0311649 | val_loss: 0.0311766 | Time: 2625.79 ms [2021-11-08 17:54:14 main:581] : INFO : Epoch 1925 | loss: 0.0311616 | val_loss: 0.0311761 | Time: 2604.85 ms [2021-11-08 17:54:17 main:581] : INFO : Epoch 1926 | loss: 0.0311605 | val_loss: 0.0311748 | Time: 2626.51 ms [2021-11-08 17:54:20 main:581] : INFO : Epoch 1927 | loss: 0.0311592 | val_loss: 0.0311734 | Time: 2631.36 ms [2021-11-08 17:54:22 main:581] : INFO : Epoch 1928 | loss: 0.031159 | val_loss: 0.0311798 | Time: 2613.87 ms [2021-11-08 17:54:25 main:581] : INFO : Epoch 1929 | loss: 0.0311629 | val_loss: 0.0311746 | Time: 2603.84 ms [2021-11-08 17:54:27 main:581] : INFO : Epoch 1930 | loss: 0.0311637 | val_loss: 0.0311733 | Time: 2586.67 ms [2021-11-08 17:54:30 main:581] : INFO : Epoch 1931 | loss: 0.0311619 | val_loss: 0.031174 | Time: 2569.49 ms [2021-11-08 17:54:33 main:581] : INFO : Epoch 1932 | loss: 0.0311625 | val_loss: 0.0311776 | Time: 2575.06 ms [2021-11-08 17:54:35 main:581] : INFO : Epoch 1933 | loss: 0.031161 | val_loss: 0.0311727 | Time: 2589.32 ms [2021-11-08 17:54:38 main:581] : INFO : Epoch 1934 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 2616.7 ms [2021-11-08 17:54:40 main:581] : INFO : Epoch 1935 | loss: 0.0311604 | val_loss: 0.0311811 | Time: 2589.85 ms [2021-11-08 17:54:43 main:581] : INFO : Epoch 1936 | loss: 0.0311596 | val_loss: 0.031174 | Time: 2588.35 ms [2021-11-08 17:54:46 main:581] : INFO : Epoch 1937 | loss: 0.0311594 | val_loss: 0.0311798 | Time: 2610.27 ms [2021-11-08 17:54:48 main:581] : INFO : Epoch 1938 | loss: 0.0311592 | val_loss: 0.0311743 | Time: 2615.59 ms [2021-11-08 17:54:51 main:581] : INFO : Epoch 1939 | loss: 0.0311572 | val_loss: 0.0311742 | Time: 2606.85 ms [2021-11-08 17:54:53 main:581] : INFO : Epoch 1940 | loss: 0.0311576 | val_loss: 0.0311747 | Time: 2598.5 ms [2021-11-08 17:54:56 main:581] : INFO : Epoch 1941 | loss: 0.0311568 | val_loss: 0.0311741 | Time: 2588.47 ms [2021-11-08 17:54:59 main:581] : INFO : Epoch 1942 | loss: 0.0311579 | val_loss: 0.0311751 | Time: 2614.07 ms [2021-11-08 17:55:01 main:581] : INFO : Epoch 1943 | loss: 0.0311587 | val_loss: 0.0311782 | Time: 2616.52 ms [2021-11-08 17:55:04 main:581] : INFO : Epoch 1944 | loss: 0.0311576 | val_loss: 0.0311776 | Time: 2601.2 ms [2021-11-08 17:55:06 main:581] : INFO : Epoch 1945 | loss: 0.0311581 | val_loss: 0.0311753 | Time: 2631.79 ms [2021-11-08 17:55:09 main:581] : INFO : Epoch 1946 | loss: 0.0311568 | val_loss: 0.0311751 | Time: 2625.64 ms [2021-11-08 17:55:12 main:581] : INFO : Epoch 1947 | loss: 0.0311597 | val_loss: 0.0311836 | Time: 2643.05 ms [2021-11-08 17:55:14 main:581] : INFO : Epoch 1948 | loss: 0.0311598 | val_loss: 0.031178 | Time: 2592.45 ms [2021-11-08 17:55:17 main:581] : INFO : Epoch 1949 | loss: 0.031158 | val_loss: 0.0311777 | Time: 2610.2 ms [2021-11-08 17:55:20 main:581] : INFO : Epoch 1950 | loss: 0.0311585 | val_loss: 0.0311748 | Time: 2566.63 ms [2021-11-08 17:55:22 main:581] : INFO : Epoch 1951 | loss: 0.0311569 | val_loss: 0.0311838 | Time: 2621.4 ms [2021-11-08 17:55:25 main:581] : INFO : Epoch 1952 | loss: 0.0311625 | val_loss: 0.0311803 | Time: 2597.85 ms [2021-11-08 17:55:27 main:581] : INFO : Epoch 1953 | loss: 0.0311661 | val_loss: 0.0311912 | Time: 2581.1 ms [2021-11-08 17:55:30 main:581] : INFO : Epoch 1954 | loss: 0.0311665 | val_loss: 0.0311865 | Time: 2584.31 ms [2021-11-08 17:55:32 main:581] : INFO : Epoch 1955 | loss: 0.0311987 | val_loss: 0.0312282 | Time: 2574.21 ms [2021-11-08 17:55:35 main:581] : INFO : Epoch 1956 | loss: 0.0311854 | val_loss: 0.0311784 | Time: 2609.99 ms [2021-11-08 17:55:38 main:581] : INFO : Epoch 1957 | loss: 0.0311634 | val_loss: 0.0311768 | Time: 2610.2 ms [2021-11-08 17:55:40 main:581] : INFO : Epoch 1958 | loss: 0.0311625 | val_loss: 0.0311767 | Time: 2590.96 ms [2021-11-08 17:55:43 main:581] : INFO : Epoch 1959 | loss: 0.0311601 | val_loss: 0.03118 | Time: 2617.01 ms [2021-11-08 17:55:46 main:581] : INFO : Epoch 1960 | loss: 0.0311608 | val_loss: 0.0311747 | Time: 2605.44 ms [2021-11-08 17:55:48 main:581] : INFO : Epoch 1961 | loss: 0.0311583 | val_loss: 0.0311846 | Time: 2627.12 ms [2021-11-08 17:55:51 main:581] : INFO : Epoch 1962 | loss: 0.031158 | val_loss: 0.0311744 | Time: 2628.98 ms [2021-11-08 17:55:53 main:581] : INFO : Epoch 1963 | loss: 0.0311609 | val_loss: 0.0311827 | Time: 2622.03 ms [2021-11-08 17:55:56 main:581] : INFO : Epoch 1964 | loss: 0.0311611 | val_loss: 0.03118 | Time: 2624.24 ms [2021-11-08 17:55:59 main:581] : INFO : Epoch 1965 | loss: 0.0311594 | val_loss: 0.0311789 | Time: 2595.87 ms [2021-11-08 17:56:01 main:581] : INFO : Epoch 1966 | loss: 0.031159 | val_loss: 0.0311737 | Time: 2622.93 ms [2021-11-08 17:56:04 main:581] : INFO : Epoch 1967 | loss: 0.0311695 | val_loss: 0.031185 | Time: 2636.18 ms [2021-11-08 17:56:06 main:581] : INFO : Epoch 1968 | loss: 0.0311773 | val_loss: 0.0311786 | Time: 2583.65 ms [2021-11-08 17:56:09 main:581] : INFO : Epoch 1969 | loss: 0.0311732 | val_loss: 0.0311778 | Time: 2589.96 ms [2021-11-08 17:56:12 main:581] : INFO : Epoch 1970 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 2569.34 ms [2021-11-08 17:56:14 main:581] : INFO : Epoch 1971 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 2578.72 ms [2021-11-08 17:56:17 main:581] : INFO : Epoch 1972 | loss: 0.0311729 | val_loss: 0.0311757 | Time: 2609.24 ms [2021-11-08 17:56:19 main:581] : INFO : Epoch 1973 | loss: 0.0311719 | val_loss: 0.0311733 | Time: 2576.18 ms [2021-11-08 17:56:22 main:581] : INFO : Epoch 1974 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 2586.08 ms [2021-11-08 17:56:25 main:581] : INFO : Epoch 1975 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 2610.44 ms [2021-11-08 17:56:27 main:581] : INFO : Epoch 1976 | loss: 0.0311674 | val_loss: 0.0311739 | Time: 2614.47 ms [2021-11-08 17:56:30 main:581] : INFO : Epoch 1977 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 2617.31 ms [2021-11-08 17:56:32 main:581] : INFO : Epoch 1978 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 2619.58 ms [2021-11-08 17:56:35 main:581] : INFO : Epoch 1979 | loss: 0.0311673 | val_loss: 0.031176 | Time: 2601.67 ms [2021-11-08 17:56:38 main:581] : INFO : Epoch 1980 | loss: 0.0311689 | val_loss: 0.0311719 | Time: 2619.79 ms [2021-11-08 17:56:40 main:581] : INFO : Epoch 1981 | loss: 0.0311738 | val_loss: 0.0311724 | Time: 2589.33 ms [2021-11-08 17:56:43 main:581] : INFO : Epoch 1982 | loss: 0.031168 | val_loss: 0.031173 | Time: 2586.21 ms [2021-11-08 17:56:45 main:581] : INFO : Epoch 1983 | loss: 0.031165 | val_loss: 0.031175 | Time: 2590.98 ms [2021-11-08 17:56:48 main:581] : INFO : Epoch 1984 | loss: 0.0311663 | val_loss: 0.0311726 | Time: 2586.45 ms [2021-11-08 17:56:51 main:581] : INFO : Epoch 1985 | loss: 0.031166 | val_loss: 0.0311719 | Time: 2590.24 ms [2021-11-08 17:56:53 main:581] : INFO : Epoch 1986 | loss: 0.0311662 | val_loss: 0.0311702 | Time: 2585.12 ms [2021-11-08 17:56:56 main:581] : INFO : Epoch 1987 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 2611.93 ms [2021-11-08 17:56:58 main:581] : INFO : Epoch 1988 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 2589.69 ms [2021-11-08 17:57:01 main:581] : INFO : Epoch 1989 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 2600.27 ms [2021-11-08 17:57:04 main:581] : INFO : Epoch 1990 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 2596.12 ms [2021-11-08 17:57:06 main:581] : INFO : Epoch 1991 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 2586.81 ms [2021-11-08 17:57:09 main:581] : INFO : Epoch 1992 | loss: 0.0311661 | val_loss: 0.031172 | Time: 2592.54 ms [2021-11-08 17:57:11 main:581] : INFO : Epoch 1993 | loss: 0.0311684 | val_loss: 0.0311715 | Time: 2602.3 ms [2021-11-08 17:57:14 main:581] : INFO : Epoch 1994 | loss: 0.0311672 | val_loss: 0.031173 | Time: 2586.03 ms [2021-11-08 17:57:17 main:581] : INFO : Epoch 1995 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 2587 ms [2021-11-08 17:57:19 main:581] : INFO : Epoch 1996 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 2562.97 ms [2021-11-08 17:57:22 main:581] : INFO : Epoch 1997 | loss: 0.0311655 | val_loss: 0.0311698 | Time: 2564.93 ms [2021-11-08 17:57:24 main:581] : INFO : Epoch 1998 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 2565 ms [2021-11-08 17:57:27 main:581] : INFO : Epoch 1999 | loss: 0.0311743 | val_loss: 0.0311782 | Time: 2577.98 ms [2021-11-08 17:57:29 main:581] : INFO : Epoch 2000 | loss: 0.0311707 | val_loss: 0.0311728 | Time: 2574.59 ms [2021-11-08 17:57:32 main:581] : INFO : Epoch 2001 | loss: 0.0311685 | val_loss: 0.0311719 | Time: 2563.82 ms [2021-11-08 17:57:35 main:581] : INFO : Epoch 2002 | loss: 0.0311684 | val_loss: 0.0311725 | Time: 2579.31 ms [2021-11-08 17:57:37 main:581] : INFO : Epoch 2003 | loss: 0.0311669 | val_loss: 0.0311724 | Time: 2578.04 ms [2021-11-08 17:57:40 main:581] : INFO : Epoch 2004 | loss: 0.0311648 | val_loss: 0.0311712 | Time: 2573.37 ms [2021-11-08 17:57:42 main:581] : INFO : Epoch 2005 | loss: 0.0311654 | val_loss: 0.0311715 | Time: 2586.18 ms [2021-11-08 17:57:45 main:581] : INFO : Epoch 2006 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 2589.26 ms [2021-11-08 17:57:47 main:581] : INFO : Epoch 2007 | loss: 0.0311656 | val_loss: 0.031173 | Time: 2573.47 ms [2021-11-08 17:57:50 main:581] : INFO : Epoch 2008 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 2573.65 ms [2021-11-08 17:57:53 main:581] : INFO : Epoch 2009 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 2568.53 ms [2021-11-08 17:57:55 main:581] : INFO : Epoch 2010 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 2574.09 ms [2021-11-08 17:57:58 main:581] : INFO : Epoch 2011 | loss: 0.0311658 | val_loss: 0.0311709 | Time: 2557.98 ms [2021-11-08 17:58:00 main:581] : INFO : Epoch 2012 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 2587.23 ms [2021-11-08 17:58:03 main:581] : INFO : Epoch 2013 | loss: 0.031163 | val_loss: 0.0311733 | Time: 2610.34 ms [2021-11-08 17:58:06 main:581] : INFO : Epoch 2014 | loss: 0.0311619 | val_loss: 0.0311743 | Time: 2611.21 ms [2021-11-08 17:58:08 main:581] : INFO : Epoch 2015 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 2618.95 ms [2021-11-08 17:58:11 main:581] : INFO : Epoch 2016 | loss: 0.0311633 | val_loss: 0.0311746 | Time: 2615.94 ms [2021-11-08 17:58:13 main:581] : INFO : Epoch 2017 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 2633.2 ms [2021-11-08 17:58:16 main:581] : INFO : Epoch 2018 | loss: 0.0311644 | val_loss: 0.0311737 | Time: 2626.82 ms [2021-11-08 17:58:19 main:581] : INFO : Epoch 2019 | loss: 0.0311641 | val_loss: 0.031176 | Time: 2619.38 ms [2021-11-08 17:58:21 main:581] : INFO : Epoch 2020 | loss: 0.0311668 | val_loss: 0.031186 | Time: 2568.48 ms [2021-11-08 17:58:24 main:581] : INFO : Epoch 2021 | loss: 0.0311688 | val_loss: 0.0311766 | Time: 2600.9 ms [2021-11-08 17:58:26 main:581] : INFO : Epoch 2022 | loss: 0.0311626 | val_loss: 0.0311737 | Time: 2599.9 ms [2021-11-08 17:58:29 main:581] : INFO : Epoch 2023 | loss: 0.0311612 | val_loss: 0.0311729 | Time: 2602.81 ms [2021-11-08 17:58:32 main:581] : INFO : Epoch 2024 | loss: 0.0311602 | val_loss: 0.0311738 | Time: 2621.75 ms [2021-11-08 17:58:34 main:581] : INFO : Epoch 2025 | loss: 0.0311618 | val_loss: 0.0311764 | Time: 2606.62 ms [2021-11-08 17:58:37 main:581] : INFO : Epoch 2026 | loss: 0.0311601 | val_loss: 0.0311725 | Time: 2625.44 ms [2021-11-08 17:58:40 main:581] : INFO : Epoch 2027 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 2626.12 ms [2021-11-08 17:58:42 main:581] : INFO : Epoch 2028 | loss: 0.0311626 | val_loss: 0.0311788 | Time: 2579.31 ms [2021-11-08 17:58:45 main:581] : INFO : Epoch 2029 | loss: 0.0311638 | val_loss: 0.0311806 | Time: 2557.6 ms [2021-11-08 17:58:47 main:581] : INFO : Epoch 2030 | loss: 0.0311618 | val_loss: 0.0311731 | Time: 2571.6 ms [2021-11-08 17:58:50 main:581] : INFO : Epoch 2031 | loss: 0.0311613 | val_loss: 0.0311745 | Time: 2576.11 ms [2021-11-08 17:58:52 main:581] : INFO : Epoch 2032 | loss: 0.0311594 | val_loss: 0.0311747 | Time: 2600.36 ms [2021-11-08 17:58:55 main:581] : INFO : Epoch 2033 | loss: 0.031159 | val_loss: 0.031173 | Time: 2597.96 ms [2021-11-08 17:58:58 main:581] : INFO : Epoch 2034 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 2598.78 ms [2021-11-08 17:59:00 main:581] : INFO : Epoch 2035 | loss: 0.0311574 | val_loss: 0.031175 | Time: 2608.95 ms [2021-11-08 17:59:03 main:581] : INFO : Epoch 2036 | loss: 0.0311601 | val_loss: 0.0311733 | Time: 2608.81 ms [2021-11-08 17:59:05 main:581] : INFO : Epoch 2037 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 2614.44 ms [2021-11-08 17:59:08 main:581] : INFO : Epoch 2038 | loss: 0.0311597 | val_loss: 0.0311756 | Time: 2569.41 ms [2021-11-08 17:59:11 main:581] : INFO : Epoch 2039 | loss: 0.0311589 | val_loss: 0.0311726 | Time: 2606.48 ms [2021-11-08 17:59:13 main:581] : INFO : Epoch 2040 | loss: 0.0311597 | val_loss: 0.0311798 | Time: 2603.29 ms [2021-11-08 17:59:16 main:581] : INFO : Epoch 2041 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 2588.89 ms [2021-11-08 17:59:18 main:581] : INFO : Epoch 2042 | loss: 0.0311627 | val_loss: 0.031174 | Time: 2608.32 ms [2021-11-08 17:59:21 main:581] : INFO : Epoch 2043 | loss: 0.0311624 | val_loss: 0.0311737 | Time: 2622.16 ms [2021-11-08 17:59:24 main:581] : INFO : Epoch 2044 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 2609.5 ms [2021-11-08 17:59:26 main:581] : INFO : Epoch 2045 | loss: 0.031168 | val_loss: 0.0311785 | Time: 2603.34 ms [2021-11-08 17:59:29 main:581] : INFO : Epoch 2046 | loss: 0.0311676 | val_loss: 0.0311793 | Time: 2576.94 ms [2021-11-08 17:59:31 main:581] : INFO : Epoch 2047 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 2566.99 ms [2021-11-08 17:59:34 main:581] : INFO : Epoch 2048 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 2573.31 ms [2021-11-08 17:59:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311763 [2021-11-08 17:59:34 main:610] : INFO : Saving end state to config to file [2021-11-08 17:59:34 main:615] : INFO : Success, exiting.. 17:59:34 (83918): 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)