Task 3746858
| Name | ParityModified-1611090973-20403-1_0 |
| Workunit | 1925535 |
| Created | 21 Jan 2021, 1:57:53 UTC |
| Sent | 21 Jan 2021, 21:06:16 UTC |
| Report deadline | 28 Jan 2021, 21:06:16 UTC |
| Received | 21 Jan 2021, 22:56:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 1 hours 30 min 30 sec |
| CPU time | 1 hours 20 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1542 | loss: 0.0311805 | val_loss: 0.0311791 | Time: 2607.35 ms [2021-01-21 14:33:29 main:574] : INFO : Epoch 1543 | loss: 0.0311776 | val_loss: 0.0311752 | Time: 2649.55 ms [2021-01-21 14:33:31 main:574] : INFO : Epoch 1544 | loss: 0.0311706 | val_loss: 0.0311717 | Time: 2569.56 ms [2021-01-21 14:33:34 main:574] : INFO : Epoch 1545 | loss: 0.0311662 | val_loss: 0.0311744 | Time: 2608.49 ms [2021-01-21 14:33:36 main:574] : INFO : Epoch 1546 | loss: 0.0311642 | val_loss: 0.031174 | Time: 2545.97 ms [2021-01-21 14:33:39 main:574] : INFO : Epoch 1547 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 2567.09 ms [2021-01-21 14:33:42 main:574] : INFO : Epoch 1548 | loss: 0.031163 | val_loss: 0.0311769 | Time: 2540.6 ms [2021-01-21 14:33:44 main:574] : INFO : Epoch 1549 | loss: 0.0311697 | val_loss: 0.0311802 | Time: 2611.32 ms [2021-01-21 14:33:47 main:574] : INFO : Epoch 1550 | loss: 0.0311682 | val_loss: 0.031169 | Time: 2564.86 ms [2021-01-21 14:33:50 main:574] : INFO : Epoch 1551 | loss: 0.0311633 | val_loss: 0.0311692 | Time: 2565.41 ms [2021-01-21 14:33:52 main:574] : INFO : Epoch 1552 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 2553.57 ms [2021-01-21 14:33:55 main:574] : INFO : Epoch 1553 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 2565.65 ms [2021-01-21 14:33:57 main:574] : INFO : Epoch 1554 | loss: 0.0311584 | val_loss: 0.0311677 | Time: 2579.7 ms [2021-01-21 14:34:00 main:574] : INFO : Epoch 1555 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 2575.23 ms [2021-01-21 14:34:03 main:574] : INFO : Epoch 1556 | loss: 0.0311642 | val_loss: 0.031178 | Time: 2587.04 ms [2021-01-21 14:34:05 main:574] : INFO : Epoch 1557 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 2562.92 ms [2021-01-21 14:34:08 main:574] : INFO : Epoch 1558 | loss: 0.0311613 | val_loss: 0.031169 | Time: 2596.88 ms [2021-01-21 14:34:10 main:574] : INFO : Epoch 1559 | loss: 0.0311584 | val_loss: 0.0311661 | Time: 2591.07 ms [2021-01-21 14:34:13 main:574] : INFO : Epoch 1560 | loss: 0.0311579 | val_loss: 0.0311651 | Time: 2607.27 ms [2021-01-21 14:34:16 main:574] : INFO : Epoch 1561 | loss: 0.0311578 | val_loss: 0.0311637 | Time: 2610.76 ms [2021-01-21 14:34:18 main:574] : INFO : Epoch 1562 | loss: 0.031156 | val_loss: 0.0311659 | Time: 2623.46 ms [2021-01-21 14:34:21 main:574] : INFO : Epoch 1563 | loss: 0.031157 | val_loss: 0.0311682 | Time: 2592.53 ms [2021-01-21 14:34:24 main:574] : INFO : Epoch 1564 | loss: 0.0311557 | val_loss: 0.0311656 | Time: 2597.9 ms [2021-01-21 14:34:26 main:574] : INFO : Epoch 1565 | loss: 0.0311562 | val_loss: 0.0311749 | Time: 2578.62 ms [2021-01-21 14:34:29 main:574] : INFO : Epoch 1566 | loss: 0.0311579 | val_loss: 0.0311746 | Time: 2626.99 ms [2021-01-21 14:34:32 main:574] : INFO : Epoch 1567 | loss: 0.0311631 | val_loss: 0.0311912 | Time: 2614.42 ms [2021-01-21 14:34:34 main:574] : INFO : Epoch 1568 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 2576.79 ms [2021-01-21 14:34:37 main:574] : INFO : Epoch 1569 | loss: 0.0311593 | val_loss: 0.0311673 | Time: 2564.4 ms [2021-01-21 14:34:39 main:574] : INFO : Epoch 1570 | loss: 0.0311573 | val_loss: 0.0311673 | Time: 2613.33 ms [2021-01-21 14:34:42 main:574] : INFO : Epoch 1571 | loss: 0.0311544 | val_loss: 0.0311676 | Time: 2562.84 ms [2021-01-21 14:34:45 main:574] : INFO : Epoch 1572 | loss: 0.031155 | val_loss: 0.0311674 | Time: 2547.55 ms [2021-01-21 14:34:47 main:574] : INFO : Epoch 1573 | loss: 0.0311548 | val_loss: 0.0311666 | Time: 2570.64 ms [2021-01-21 14:34:50 main:574] : INFO : Epoch 1574 | loss: 0.0311559 | val_loss: 0.0311682 | Time: 2575.33 ms [2021-01-21 14:34:53 main:574] : INFO : Epoch 1575 | loss: 0.0311565 | val_loss: 0.0311673 | Time: 2606.57 ms [2021-01-21 14:34:55 main:574] : INFO : Epoch 1576 | loss: 0.0311544 | val_loss: 0.0311745 | Time: 2607.62 ms [2021-01-21 14:34:58 main:574] : INFO : Epoch 1577 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 2553.75 ms [2021-01-21 14:35:00 main:574] : INFO : Epoch 1578 | loss: 0.0311599 | val_loss: 0.0311759 | Time: 2543.23 ms [2021-01-21 14:35:03 main:574] : INFO : Epoch 1579 | loss: 0.0311568 | val_loss: 0.03117 | Time: 2579.6 ms [2021-01-21 14:35:06 main:574] : INFO : Epoch 1580 | loss: 0.0311551 | val_loss: 0.0311665 | Time: 2564.67 ms [2021-01-21 14:35:08 main:574] : INFO : Epoch 1581 | loss: 0.0311556 | val_loss: 0.031168 | Time: 2548.66 ms [2021-01-21 14:35:11 main:574] : INFO : Epoch 1582 | loss: 0.0311541 | val_loss: 0.0311685 | Time: 2561.21 ms [2021-01-21 14:35:13 main:574] : INFO : Epoch 1583 | loss: 0.0311527 | val_loss: 0.0311677 | Time: 2584.42 ms [2021-01-21 14:35:16 main:574] : INFO : Epoch 1584 | loss: 0.0311522 | val_loss: 0.0311754 | Time: 2564.99 ms [2021-01-21 14:35:19 main:574] : INFO : Epoch 1585 | loss: 0.0311546 | val_loss: 0.0311677 | Time: 2626.39 ms [2021-01-21 14:35:21 main:574] : INFO : Epoch 1586 | loss: 0.0311545 | val_loss: 0.0311666 | Time: 2557.74 ms [2021-01-21 14:35:24 main:574] : INFO : Epoch 1587 | loss: 0.0311529 | val_loss: 0.0311681 | Time: 2590.14 ms [2021-01-21 14:35:26 main:574] : INFO : Epoch 1588 | loss: 0.0311543 | val_loss: 0.0311679 | Time: 2537.23 ms [2021-01-21 14:35:29 main:574] : INFO : Epoch 1589 | loss: 0.0311539 | val_loss: 0.0311701 | Time: 2594.33 ms [2021-01-21 14:35:32 main:574] : INFO : Epoch 1590 | loss: 0.0311534 | val_loss: 0.0311711 | Time: 2596.37 ms [2021-01-21 14:35:34 main:574] : INFO : Epoch 1591 | loss: 0.031153 | val_loss: 0.0311743 | Time: 2577.61 ms [2021-01-21 14:35:37 main:574] : INFO : Epoch 1592 | loss: 0.031152 | val_loss: 0.0311704 | Time: 2540.92 ms [2021-01-21 14:35:40 main:574] : INFO : Epoch 1593 | loss: 0.0311496 | val_loss: 0.0311696 | Time: 2603.98 ms [2021-01-21 14:35:42 main:574] : INFO : Epoch 1594 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 2664.6 ms [2021-01-21 14:35:45 main:574] : INFO : Epoch 1595 | loss: 0.0311497 | val_loss: 0.0311701 | Time: 2568.23 ms [2021-01-21 14:35:47 main:574] : INFO : Epoch 1596 | loss: 0.0311499 | val_loss: 0.0311694 | Time: 2570.92 ms [2021-01-21 14:35:50 main:574] : INFO : Epoch 1597 | loss: 0.0311503 | val_loss: 0.0311684 | Time: 2619.48 ms [2021-01-21 14:35:53 main:574] : INFO : Epoch 1598 | loss: 0.0311531 | val_loss: 0.0311746 | Time: 2541.73 ms [2021-01-21 14:35:55 main:574] : INFO : Epoch 1599 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 2585.67 ms [2021-01-21 14:35:58 main:574] : INFO : Epoch 1600 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 2558.2 ms [2021-01-21 14:36:01 main:574] : INFO : Epoch 1601 | loss: 0.0311575 | val_loss: 0.0311696 | Time: 2666.04 ms [2021-01-21 14:36:04 main:574] : INFO : Epoch 1602 | loss: 0.0311641 | val_loss: 0.0311754 | Time: 2633.95 ms [2021-01-21 14:36:06 main:574] : INFO : Epoch 1603 | loss: 0.0311647 | val_loss: 0.0311681 | Time: 2590.12 ms [2021-01-21 14:36:09 main:574] : INFO : Epoch 1604 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 2563.59 ms [2021-01-21 14:36:12 main:574] : INFO : Epoch 1605 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 2555.3 ms [2021-01-21 14:36:14 main:574] : INFO : Epoch 1606 | loss: 0.0311607 | val_loss: 0.0311679 | Time: 2572.48 ms [2021-01-21 14:36:17 main:574] : INFO : Epoch 1607 | loss: 0.0311602 | val_loss: 0.0311696 | Time: 2644.87 ms [2021-01-21 14:36:20 main:574] : INFO : Epoch 1608 | loss: 0.0311657 | val_loss: 0.0311694 | Time: 2642.65 ms [2021-01-21 14:36:22 main:574] : INFO : Epoch 1609 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 2545.87 ms [2021-01-21 14:36:25 main:574] : INFO : Epoch 1610 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 2539.8 ms [2021-01-21 14:36:27 main:574] : INFO : Epoch 1611 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 2618.52 ms [2021-01-21 14:36:30 main:574] : INFO : Epoch 1612 | loss: 0.0311599 | val_loss: 0.0311675 | Time: 2626.68 ms [2021-01-21 14:36:33 main:574] : INFO : Epoch 1613 | loss: 0.0311597 | val_loss: 0.0311719 | Time: 2656.95 ms [2021-01-21 14:36:35 main:574] : INFO : Epoch 1614 | loss: 0.0311595 | val_loss: 0.0311674 | Time: 2630.06 ms [2021-01-21 14:36:38 main:574] : INFO : Epoch 1615 | loss: 0.0311575 | val_loss: 0.0311755 | Time: 2668.9 ms [2021-01-21 14:36:41 main:574] : INFO : Epoch 1616 | loss: 0.03116 | val_loss: 0.0311672 | Time: 2561.79 ms [2021-01-21 14:36:43 main:574] : INFO : Epoch 1617 | loss: 0.0311574 | val_loss: 0.0311675 | Time: 2608.23 ms [2021-01-21 14:36:46 main:574] : INFO : Epoch 1618 | loss: 0.0311596 | val_loss: 0.0311696 | Time: 2595.63 ms [2021-01-21 14:36:49 main:574] : INFO : Epoch 1619 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 2571.46 ms [2021-01-21 14:36:51 main:574] : INFO : Epoch 1620 | loss: 0.031161 | val_loss: 0.0311669 | Time: 2591.72 ms [2021-01-21 14:36:54 main:574] : INFO : Epoch 1621 | loss: 0.0311615 | val_loss: 0.031167 | Time: 2651.27 ms [2021-01-21 14:36:57 main:574] : INFO : Epoch 1622 | loss: 0.0311602 | val_loss: 0.0311683 | Time: 2619.7 ms [2021-01-21 14:36:59 main:574] : INFO : Epoch 1623 | loss: 0.0311605 | val_loss: 0.0311693 | Time: 2607.41 ms [2021-01-21 14:37:02 main:574] : INFO : Epoch 1624 | loss: 0.0311596 | val_loss: 0.0311708 | Time: 2545.15 ms [2021-01-21 14:37:04 main:574] : INFO : Epoch 1625 | loss: 0.0311596 | val_loss: 0.0311711 | Time: 2544.44 ms [2021-01-21 14:37:07 main:574] : INFO : Epoch 1626 | loss: 0.0311573 | val_loss: 0.0311732 | Time: 2562.48 ms [2021-01-21 14:37:10 main:574] : INFO : Epoch 1627 | loss: 0.0311604 | val_loss: 0.0311715 | Time: 2596.47 ms [2021-01-21 14:37:12 main:574] : INFO : Epoch 1628 | loss: 0.0311555 | val_loss: 0.0311724 | Time: 2641.75 ms [2021-01-21 14:37:15 main:574] : INFO : Epoch 1629 | loss: 0.0311548 | val_loss: 0.0311684 | Time: 2578.79 ms [2021-01-21 14:37:17 main:574] : INFO : Epoch 1630 | loss: 0.0311555 | val_loss: 0.0311783 | Time: 2579.62 ms [2021-01-21 14:37:20 main:574] : INFO : Epoch 1631 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 2580.27 ms [2021-01-21 14:37:23 main:574] : INFO : Epoch 1632 | loss: 0.0311585 | val_loss: 0.0311685 | Time: 2594.53 ms [2021-01-21 14:37:25 main:574] : INFO : Epoch 1633 | loss: 0.0311564 | val_loss: 0.0311679 | Time: 2624.38 ms [2021-01-21 14:37:28 main:574] : INFO : Epoch 1634 | loss: 0.0311561 | val_loss: 0.0311735 | Time: 2619.35 ms [2021-01-21 14:37:31 main:574] : INFO : Epoch 1635 | loss: 0.0311582 | val_loss: 0.0311688 | Time: 2632.59 ms [2021-01-21 14:37:33 main:574] : INFO : Epoch 1636 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 2590.86 ms [2021-01-21 14:37:36 main:574] : INFO : Epoch 1637 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 2695.97 ms [2021-01-21 14:37:39 main:574] : INFO : Epoch 1638 | loss: 0.0311577 | val_loss: 0.0311717 | Time: 2638.52 ms [2021-01-21 14:37:41 main:574] : INFO : Epoch 1639 | loss: 0.0311569 | val_loss: 0.031167 | Time: 2607.3 ms [2021-01-21 14:37:44 main:574] : INFO : Epoch 1640 | loss: 0.0311578 | val_loss: 0.0311675 | Time: 2598.28 ms [2021-01-21 14:37:47 main:574] : INFO : Epoch 1641 | loss: 0.0311569 | val_loss: 0.0311661 | Time: 2592.78 ms [2021-01-21 14:37:49 main:574] : INFO : Epoch 1642 | loss: 0.0311547 | val_loss: 0.0311685 | Time: 2605.19 ms [2021-01-21 14:37:52 main:574] : INFO : Epoch 1643 | loss: 0.0311559 | val_loss: 0.0311728 | Time: 2634.63 ms [2021-01-21 14:37:55 main:574] : INFO : Epoch 1644 | loss: 0.0311619 | val_loss: 0.0311784 | Time: 2603.59 ms [2021-01-21 14:37:57 main:574] : INFO : Epoch 1645 | loss: 0.0311696 | val_loss: 0.0311719 | Time: 2619.66 ms [2021-01-21 14:38:00 main:574] : INFO : Epoch 1646 | loss: 0.0311667 | val_loss: 0.031169 | Time: 2604.22 ms [2021-01-21 14:38:03 main:574] : INFO : Epoch 1647 | loss: 0.0311659 | val_loss: 0.0311667 | Time: 2581.52 ms [2021-01-21 14:38:05 main:574] : INFO : Epoch 1648 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 2541.73 ms [2021-01-21 14:38:08 main:574] : INFO : Epoch 1649 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 2552.87 ms [2021-01-21 14:38:10 main:574] : INFO : Epoch 1650 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 2576.97 ms [2021-01-21 14:38:13 main:574] : INFO : Epoch 1651 | loss: 0.0311622 | val_loss: 0.0311665 | Time: 2625.04 ms [2021-01-21 14:38:16 main:574] : INFO : Epoch 1652 | loss: 0.0311587 | val_loss: 0.0311728 | Time: 2561.41 ms [2021-01-21 14:38:18 main:574] : INFO : Epoch 1653 | loss: 0.0311602 | val_loss: 0.0311691 | Time: 2601.88 ms [2021-01-21 14:38:21 main:574] : INFO : Epoch 1654 | loss: 0.0311661 | val_loss: 0.0311836 | Time: 2563.18 ms [2021-01-21 14:38:24 main:574] : INFO : Epoch 1655 | loss: 0.031168 | val_loss: 0.0311739 | Time: 2534.18 ms [2021-01-21 14:38:26 main:574] : INFO : Epoch 1656 | loss: 0.031165 | val_loss: 0.0311849 | Time: 2602.7 ms [2021-01-21 14:38:29 main:574] : INFO : Epoch 1657 | loss: 0.0311644 | val_loss: 0.031171 | Time: 2579.06 ms [2021-01-21 14:38:31 main:574] : INFO : Epoch 1658 | loss: 0.0311681 | val_loss: 0.0311722 | Time: 2603.02 ms [2021-01-21 14:38:34 main:574] : INFO : Epoch 1659 | loss: 0.0311694 | val_loss: 0.0311689 | Time: 2569.07 ms [2021-01-21 14:38:37 main:574] : INFO : Epoch 1660 | loss: 0.0311662 | val_loss: 0.031168 | Time: 2540.37 ms [2021-01-21 14:38:39 main:574] : INFO : Epoch 1661 | loss: 0.0311656 | val_loss: 0.0311673 | Time: 2577.24 ms [2021-01-21 14:38:42 main:574] : INFO : Epoch 1662 | loss: 0.0311624 | val_loss: 0.0311672 | Time: 2598.15 ms [2021-01-21 14:38:45 main:574] : INFO : Epoch 1663 | loss: 0.0311599 | val_loss: 0.0311644 | Time: 2596.59 ms [2021-01-21 14:38:47 main:574] : INFO : Epoch 1664 | loss: 0.0311586 | val_loss: 0.0311647 | Time: 2622.02 ms [2021-01-21 14:38:50 main:574] : INFO : Epoch 1665 | loss: 0.0311591 | val_loss: 0.0311671 | Time: 2562.48 ms [2021-01-21 14:38:52 main:574] : INFO : Epoch 1666 | loss: 0.0311629 | val_loss: 0.0311642 | Time: 2573.58 ms [2021-01-21 14:38:55 main:574] : INFO : Epoch 1667 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 2577.27 ms [2021-01-21 14:38:58 main:574] : INFO : Epoch 1668 | loss: 0.0311588 | val_loss: 0.0311638 | Time: 2582.68 ms [2021-01-21 14:39:00 main:574] : INFO : Epoch 1669 | loss: 0.031157 | val_loss: 0.031163 | Time: 2569.99 ms [2021-01-21 14:39:03 main:574] : INFO : Epoch 1670 | loss: 0.0311562 | val_loss: 0.0311638 | Time: 2625.11 ms [2021-01-21 14:39:06 main:574] : INFO : Epoch 1671 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 2652.92 ms [2021-01-21 14:39:08 main:574] : INFO : Epoch 1672 | loss: 0.0311587 | val_loss: 0.0311689 | Time: 2574.3 ms [2021-01-21 14:39:11 main:574] : INFO : Epoch 1673 | loss: 0.0311565 | val_loss: 0.0311629 | Time: 2550.94 ms [2021-01-21 14:39:13 main:574] : INFO : Epoch 1674 | loss: 0.031155 | val_loss: 0.0311678 | Time: 2597.37 ms [2021-01-21 14:39:16 main:574] : INFO : Epoch 1675 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 2568.16 ms [2021-01-21 14:39:19 main:574] : INFO : Epoch 1676 | loss: 0.0311582 | val_loss: 0.0311647 | Time: 2603.39 ms [2021-01-21 14:39:21 main:574] : INFO : Epoch 1677 | loss: 0.0311576 | val_loss: 0.031167 | Time: 2553.18 ms [2021-01-21 14:39:24 main:574] : INFO : Epoch 1678 | loss: 0.0311568 | val_loss: 0.0311651 | Time: 2597.02 ms [2021-01-21 14:39:27 main:574] : INFO : Epoch 1679 | loss: 0.0311555 | val_loss: 0.031174 | Time: 2571.66 ms [2021-01-21 14:39:29 main:574] : INFO : Epoch 1680 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 2593.19 ms [2021-01-21 14:39:32 main:574] : INFO : Epoch 1681 | loss: 0.0311543 | val_loss: 0.0311627 | Time: 2555.63 ms [2021-01-21 14:39:35 main:574] : INFO : Epoch 1682 | loss: 0.0311545 | val_loss: 0.031164 | Time: 2568.93 ms [2021-01-21 14:39:38 main:574] : INFO : Epoch 1683 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 2552.18 ms [2021-01-21 14:39:40 main:574] : INFO : Epoch 1684 | loss: 0.0311671 | val_loss: 0.0311775 | Time: 2596.17 ms [2021-01-21 14:39:43 main:574] : INFO : Epoch 1685 | loss: 0.0311761 | val_loss: 0.0311828 | Time: 2626.76 ms [2021-01-21 14:39:46 main:574] : INFO : Epoch 1686 | loss: 0.0311724 | val_loss: 0.031174 | Time: 2563.23 ms [2021-01-21 14:39:48 main:574] : INFO : Epoch 1687 | loss: 0.0311712 | val_loss: 0.0311722 | Time: 2548.71 ms [2021-01-21 14:39:51 main:574] : INFO : Epoch 1688 | loss: 0.031171 | val_loss: 0.0311698 | Time: 2603.71 ms [2021-01-21 14:39:53 main:574] : INFO : Epoch 1689 | loss: 0.031169 | val_loss: 0.0311709 | Time: 2540.46 ms [2021-01-21 14:39:56 main:574] : INFO : Epoch 1690 | loss: 0.0311695 | val_loss: 0.0311706 | Time: 2626.29 ms [2021-01-21 14:39:59 main:574] : INFO : Epoch 1691 | loss: 0.0311679 | val_loss: 0.0311706 | Time: 2556.79 ms [2021-01-21 14:40:01 main:574] : INFO : Epoch 1692 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 2607.67 ms [2021-01-21 14:40:04 main:574] : INFO : Epoch 1693 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 2594.12 ms [2021-01-21 14:40:07 main:574] : INFO : Epoch 1694 | loss: 0.0311718 | val_loss: 0.0311741 | Time: 2572.6 ms [2021-01-21 14:40:09 main:574] : INFO : Epoch 1695 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 2659.75 ms [2021-01-21 14:40:12 main:574] : INFO : Epoch 1696 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 2576.54 ms [2021-01-21 14:40:14 main:574] : INFO : Epoch 1697 | loss: 0.0311836 | val_loss: 0.0311785 | Time: 2585.37 ms [2021-01-21 14:40:17 main:574] : INFO : Epoch 1698 | loss: 0.0311805 | val_loss: 0.0311775 | Time: 2622.78 ms [2021-01-21 14:40:20 main:574] : INFO : Epoch 1699 | loss: 0.0311774 | val_loss: 0.0311771 | Time: 2633.96 ms [2021-01-21 14:40:22 main:574] : INFO : Epoch 1700 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 2610.8 ms [2021-01-21 14:40:25 main:574] : INFO : Epoch 1701 | loss: 0.031177 | val_loss: 0.0311774 | Time: 2613.41 ms [2021-01-21 14:40:28 main:574] : INFO : Epoch 1702 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 2579.26 ms [2021-01-21 14:40:30 main:574] : INFO : Epoch 1703 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 2609.8 ms [2021-01-21 14:40:33 main:574] : INFO : Epoch 1704 | loss: 0.0311732 | val_loss: 0.0311763 | Time: 2582.42 ms [2021-01-21 14:40:36 main:574] : INFO : Epoch 1705 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 2567.75 ms [2021-01-21 14:40:38 main:574] : INFO : Epoch 1706 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 2579.12 ms [2021-01-21 14:40:41 main:574] : INFO : Epoch 1707 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 2578.68 ms [2021-01-21 14:40:43 main:574] : INFO : Epoch 1708 | loss: 0.0311723 | val_loss: 0.0311776 | Time: 2546.99 ms [2021-01-21 14:40:46 main:574] : INFO : Epoch 1709 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 2611.37 ms [2021-01-21 14:40:49 main:574] : INFO : Epoch 1710 | loss: 0.0311741 | val_loss: 0.0311884 | Time: 2647.59 ms [2021-01-21 14:40:51 main:574] : INFO : Epoch 1711 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 2558.55 ms [2021-01-21 14:40:54 main:574] : INFO : Epoch 1712 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 2654.62 ms [2021-01-21 14:40:57 main:574] : INFO : Epoch 1713 | loss: 0.031171 | val_loss: 0.0311778 | Time: 2596.52 ms [2021-01-21 14:40:59 main:574] : INFO : Epoch 1714 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 2589.45 ms [2021-01-21 14:41:02 main:574] : INFO : Epoch 1715 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 2545.95 ms [2021-01-21 14:41:04 main:574] : INFO : Epoch 1716 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 2559.74 ms [2021-01-21 14:41:07 main:574] : INFO : Epoch 1717 | loss: 0.0311698 | val_loss: 0.031179 | Time: 2605.29 ms [2021-01-21 14:41:10 main:574] : INFO : Epoch 1718 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 2595.24 ms [2021-01-21 14:41:12 main:574] : INFO : Epoch 1719 | loss: 0.0311688 | val_loss: 0.031174 | Time: 2579.17 ms [2021-01-21 14:41:15 main:574] : INFO : Epoch 1720 | loss: 0.031172 | val_loss: 0.0311762 | Time: 2594.05 ms [2021-01-21 14:41:17 main:574] : INFO : Epoch 1721 | loss: 0.0311763 | val_loss: 0.0311941 | Time: 2594.79 ms [2021-01-21 14:41:20 main:574] : INFO : Epoch 1722 | loss: 0.0316623 | val_loss: 0.0320369 | Time: 2563.95 ms [2021-01-21 14:41:23 main:574] : INFO : Epoch 1723 | loss: 0.0351726 | val_loss: 0.0314839 | Time: 2617.37 ms [2021-01-21 14:41:25 main:574] : INFO : Epoch 1724 | loss: 0.0321553 | val_loss: 0.0315121 | Time: 2622.78 ms [2021-01-21 14:41:28 main:574] : INFO : Epoch 1725 | loss: 0.0313942 | val_loss: 0.031268 | Time: 2538.84 ms [2021-01-21 14:41:31 main:574] : INFO : Epoch 1726 | loss: 0.0312546 | val_loss: 0.0312359 | Time: 2597.37 ms [2021-01-21 14:41:33 main:574] : INFO : Epoch 1727 | loss: 0.0312237 | val_loss: 0.0312102 | Time: 2541.71 ms [2021-01-21 14:41:36 main:574] : INFO : Epoch 1728 | loss: 0.0312042 | val_loss: 0.0311949 | Time: 2581.47 ms [2021-01-21 14:41:38 main:574] : INFO : Epoch 1729 | loss: 0.0311936 | val_loss: 0.0311888 | Time: 2578.38 ms [2021-01-21 14:41:41 main:574] : INFO : Epoch 1730 | loss: 0.0311903 | val_loss: 0.0311889 | Time: 2539.99 ms [2021-01-21 14:41:43 main:574] : INFO : Epoch 1731 | loss: 0.0311892 | val_loss: 0.0311856 | Time: 2581.91 ms [2021-01-21 14:41:46 main:574] : INFO : Epoch 1732 | loss: 0.0311855 | val_loss: 0.0311824 | Time: 2600.22 ms [2021-01-21 14:41:49 main:574] : INFO : Epoch 1733 | loss: 0.0311786 | val_loss: 0.0311793 | Time: 2572.67 ms [2021-01-21 14:41:52 main:574] : INFO : Epoch 1734 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 2583.95 ms [2021-01-21 14:41:54 main:574] : INFO : Epoch 1735 | loss: 0.0311739 | val_loss: 0.031177 | Time: 2569.99 ms [2021-01-21 14:41:57 main:574] : INFO : Epoch 1736 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 2582.52 ms [2021-01-21 14:41:59 main:574] : INFO : Epoch 1737 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 2593.33 ms [2021-01-21 14:42:02 main:574] : INFO : Epoch 1738 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 2651.92 ms [2021-01-21 14:42:05 main:574] : INFO : Epoch 1739 | loss: 0.03117 | val_loss: 0.0311765 | Time: 2604.51 ms [2021-01-21 14:42:07 main:574] : INFO : Epoch 1740 | loss: 0.0311694 | val_loss: 0.0311761 | Time: 2610.08 ms [2021-01-21 14:42:10 main:574] : INFO : Epoch 1741 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 2542.54 ms [2021-01-21 14:42:12 main:574] : INFO : Epoch 1742 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 2595.8 ms [2021-01-21 14:42:15 main:574] : INFO : Epoch 1743 | loss: 0.0311676 | val_loss: 0.0311753 | Time: 2565.04 ms [2021-01-21 14:42:18 main:574] : INFO : Epoch 1744 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 2655.46 ms [2021-01-21 14:42:20 main:574] : INFO : Epoch 1745 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 2627.37 ms [2021-01-21 14:42:23 main:574] : INFO : Epoch 1746 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 2578.56 ms [2021-01-21 14:42:26 main:574] : INFO : Epoch 1747 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 2672.06 ms [2021-01-21 14:42:28 main:574] : INFO : Epoch 1748 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 2590.47 ms [2021-01-21 14:42:31 main:574] : INFO : Epoch 1749 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 2561.02 ms [2021-01-21 14:42:34 main:574] : INFO : Epoch 1750 | loss: 0.0311666 | val_loss: 0.0311776 | Time: 2610.01 ms [2021-01-21 14:42:36 main:574] : INFO : Epoch 1751 | loss: 0.0311679 | val_loss: 0.0311762 | Time: 2619.55 ms [2021-01-21 14:42:39 main:574] : INFO : Epoch 1752 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 2587.97 ms [2021-01-21 14:42:42 main:574] : INFO : Epoch 1753 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 2627.6 ms [2021-01-21 14:42:44 main:574] : INFO : Epoch 1754 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 2632.35 ms [2021-01-21 14:42:47 main:574] : INFO : Epoch 1755 | loss: 0.0311656 | val_loss: 0.031176 | Time: 2575.15 ms [2021-01-21 14:42:49 main:574] : INFO : Epoch 1756 | loss: 0.0311661 | val_loss: 0.0311743 | Time: 2553.47 ms [2021-01-21 14:42:52 main:574] : INFO : Epoch 1757 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 2611.51 ms [2021-01-21 14:42:55 main:574] : INFO : Epoch 1758 | loss: 0.0311657 | val_loss: 0.031174 | Time: 2591.32 ms [2021-01-21 14:42:57 main:574] : INFO : Epoch 1759 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 2578.65 ms [2021-01-21 14:43:00 main:574] : INFO : Epoch 1760 | loss: 0.0311635 | val_loss: 0.0311763 | Time: 2593.8 ms [2021-01-21 14:43:03 main:574] : INFO : Epoch 1761 | loss: 0.0311638 | val_loss: 0.0311745 | Time: 2566.54 ms [2021-01-21 14:43:05 main:574] : INFO : Epoch 1762 | loss: 0.0311627 | val_loss: 0.0311773 | Time: 2631.61 ms [2021-01-21 14:43:08 main:574] : INFO : Epoch 1763 | loss: 0.0311639 | val_loss: 0.0311778 | Time: 2548.13 ms [2021-01-21 14:43:10 main:574] : INFO : Epoch 1764 | loss: 0.031166 | val_loss: 0.0311742 | Time: 2617.54 ms [2021-01-21 14:43:13 main:574] : INFO : Epoch 1765 | loss: 0.031164 | val_loss: 0.0311766 | Time: 2645.35 ms [2021-01-21 14:43:16 main:574] : INFO : Epoch 1766 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 2638.88 ms [2021-01-21 14:43:18 main:574] : INFO : Epoch 1767 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 2614.33 ms [2021-01-21 14:43:21 main:574] : INFO : Epoch 1768 | loss: 0.0311617 | val_loss: 0.031178 | Time: 2538.24 ms [2021-01-21 14:43:24 main:574] : INFO : Epoch 1769 | loss: 0.0311627 | val_loss: 0.0311726 | Time: 2581.75 ms [2021-01-21 14:43:26 main:574] : INFO : Epoch 1770 | loss: 0.0311623 | val_loss: 0.031174 | Time: 2613.6 ms [2021-01-21 14:43:29 main:574] : INFO : Epoch 1771 | loss: 0.0311627 | val_loss: 0.0311745 | Time: 2635.06 ms [2021-01-21 14:43:31 main:574] : INFO : Epoch 1772 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 2560.33 ms [2021-01-21 14:43:34 main:574] : INFO : Epoch 1773 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 2630.01 ms [2021-01-21 14:43:37 main:574] : INFO : Epoch 1774 | loss: 0.0311683 | val_loss: 0.0311749 | Time: 2590.11 ms [2021-01-21 14:43:39 main:574] : INFO : Epoch 1775 | loss: 0.0311671 | val_loss: 0.031174 | Time: 2600.46 ms [2021-01-21 14:43:42 main:574] : INFO : Epoch 1776 | loss: 0.0311673 | val_loss: 0.0311744 | Time: 2587.57 ms [2021-01-21 14:43:44 main:574] : INFO : Epoch 1777 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 2574.01 ms [2021-01-21 14:43:47 main:574] : INFO : Epoch 1778 | loss: 0.0311692 | val_loss: 0.031175 | Time: 2618.84 ms [2021-01-21 14:43:50 main:574] : INFO : Epoch 1779 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 2577.04 ms [2021-01-21 14:43:52 main:574] : INFO : Epoch 1780 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 2574.43 ms [2021-01-21 14:43:55 main:574] : INFO : Epoch 1781 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 2567.97 ms [2021-01-21 14:43:57 main:574] : INFO : Epoch 1782 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 2566.04 ms [2021-01-21 14:44:00 main:574] : INFO : Epoch 1783 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 2645.85 ms [2021-01-21 14:44:03 main:574] : INFO : Epoch 1784 | loss: 0.0311665 | val_loss: 0.0311767 | Time: 2560.72 ms [2021-01-21 14:44:05 main:574] : INFO : Epoch 1785 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 2654.68 ms [2021-01-21 14:44:08 main:574] : INFO : Epoch 1786 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 2618.05 ms [2021-01-21 14:44:11 main:574] : INFO : Epoch 1787 | loss: 0.0311653 | val_loss: 0.0311738 | Time: 2553.98 ms [2021-01-21 14:44:13 main:574] : INFO : Epoch 1788 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 2564.68 ms [2021-01-21 14:44:16 main:574] : INFO : Epoch 1789 | loss: 0.0311666 | val_loss: 0.0311783 | Time: 2568.35 ms [2021-01-21 14:44:18 main:574] : INFO : Epoch 1790 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 2594.92 ms [2021-01-21 14:44:21 main:574] : INFO : Epoch 1791 | loss: 0.0311649 | val_loss: 0.0311749 | Time: 2641.47 ms [2021-01-21 14:44:24 main:574] : INFO : Epoch 1792 | loss: 0.0311644 | val_loss: 0.031175 | Time: 2622.08 ms [2021-01-21 14:44:26 main:574] : INFO : Epoch 1793 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 2622.81 ms [2021-01-21 14:44:29 main:574] : INFO : Epoch 1794 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 2568.91 ms [2021-01-21 14:44:32 main:574] : INFO : Epoch 1795 | loss: 0.031166 | val_loss: 0.0311752 | Time: 2565.08 ms [2021-01-21 14:44:34 main:574] : INFO : Epoch 1796 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 2583.12 ms [2021-01-21 14:44:37 main:574] : INFO : Epoch 1797 | loss: 0.0311637 | val_loss: 0.0311758 | Time: 2556.93 ms [2021-01-21 14:44:40 main:574] : INFO : Epoch 1798 | loss: 0.0311627 | val_loss: 0.0311752 | Time: 2585.75 ms [2021-01-21 14:44:42 main:574] : INFO : Epoch 1799 | loss: 0.0311622 | val_loss: 0.0311745 | Time: 2658.76 ms [2021-01-21 14:44:45 main:574] : INFO : Epoch 1800 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 2559.57 ms [2021-01-21 14:44:47 main:574] : INFO : Epoch 1801 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 2621 ms [2021-01-21 14:44:50 main:574] : INFO : Epoch 1802 | loss: 0.031163 | val_loss: 0.0311767 | Time: 2596.81 ms [2021-01-21 14:44:53 main:574] : INFO : Epoch 1803 | loss: 0.0311622 | val_loss: 0.0311759 | Time: 2593.78 ms [2021-01-21 14:44:55 main:574] : INFO : Epoch 1804 | loss: 0.0311626 | val_loss: 0.0311818 | Time: 2627.83 ms [2021-01-21 14:44:58 main:574] : INFO : Epoch 1805 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2641.56 ms [2021-01-21 14:45:01 main:574] : INFO : Epoch 1806 | loss: 0.0311633 | val_loss: 0.0311792 | Time: 2563.46 ms [2021-01-21 14:45:03 main:574] : INFO : Epoch 1807 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 2591.46 ms [2021-01-21 14:45:06 main:574] : INFO : Epoch 1808 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 2597.34 ms [2021-01-21 14:45:08 main:574] : INFO : Epoch 1809 | loss: 0.0311632 | val_loss: 0.0311777 | Time: 2612.78 ms [2021-01-21 14:45:11 main:574] : INFO : Epoch 1810 | loss: 0.0311617 | val_loss: 0.0311762 | Time: 2556.68 ms [2021-01-21 14:45:14 main:574] : INFO : Epoch 1811 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 2621.05 ms [2021-01-21 14:45:16 main:574] : INFO : Epoch 1812 | loss: 0.0311637 | val_loss: 0.0311759 | Time: 2591.86 ms [2021-01-21 14:45:19 main:574] : INFO : Epoch 1813 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 2579.65 ms [2021-01-21 14:45:22 main:574] : INFO : Epoch 1814 | loss: 0.0311625 | val_loss: 0.0311775 | Time: 2600.36 ms [2021-01-21 14:45:24 main:574] : INFO : Epoch 1815 | loss: 0.031164 | val_loss: 0.0311781 | Time: 2564.1 ms [2021-01-21 14:45:27 main:574] : INFO : Epoch 1816 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 2599.33 ms [2021-01-21 14:45:29 main:574] : INFO : Epoch 1817 | loss: 0.0311632 | val_loss: 0.0311766 | Time: 2650.51 ms [2021-01-21 14:45:32 main:574] : INFO : Epoch 1818 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 2625.41 ms [2021-01-21 14:45:35 main:574] : INFO : Epoch 1819 | loss: 0.0311645 | val_loss: 0.0311835 | Time: 2550.77 ms [2021-01-21 14:45:38 main:574] : INFO : Epoch 1820 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 2546.91 ms [2021-01-21 14:45:40 main:574] : INFO : Epoch 1821 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 2535.26 ms [2021-01-21 14:45:43 main:574] : INFO : Epoch 1822 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 2628.13 ms [2021-01-21 14:45:46 main:574] : INFO : Epoch 1823 | loss: 0.0311652 | val_loss: 0.0311779 | Time: 2602.25 ms [2021-01-21 14:45:48 main:574] : INFO : Epoch 1824 | loss: 0.0311654 | val_loss: 0.0311794 | Time: 2584.49 ms [2021-01-21 14:45:51 main:574] : INFO : Epoch 1825 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 2572.58 ms [2021-01-21 14:45:54 main:574] : INFO : Epoch 1826 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 2624.67 ms [2021-01-21 14:45:56 main:574] : INFO : Epoch 1827 | loss: 0.0311658 | val_loss: 0.0311762 | Time: 2598.13 ms [2021-01-21 14:45:59 main:574] : INFO : Epoch 1828 | loss: 0.031166 | val_loss: 0.0311759 | Time: 2601.74 ms [2021-01-21 14:46:01 main:574] : INFO : Epoch 1829 | loss: 0.0311659 | val_loss: 0.0311745 | Time: 2574.14 ms [2021-01-21 14:46:04 main:574] : INFO : Epoch 1830 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 2582.96 ms [2021-01-21 14:46:07 main:574] : INFO : Epoch 1831 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 2587.83 ms [2021-01-21 14:46:09 main:574] : INFO : Epoch 1832 | loss: 0.0311663 | val_loss: 0.0311762 | Time: 2606.09 ms [2021-01-21 14:46:12 main:574] : INFO : Epoch 1833 | loss: 0.0311655 | val_loss: 0.0311744 | Time: 2592.82 ms [2021-01-21 14:46:14 main:574] : INFO : Epoch 1834 | loss: 0.031163 | val_loss: 0.031174 | Time: 2591.21 ms [2021-01-21 14:46:17 main:574] : INFO : Epoch 1835 | loss: 0.0311622 | val_loss: 0.031174 | Time: 2638.56 ms [2021-01-21 14:46:20 main:574] : INFO : Epoch 1836 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 2670.71 ms [2021-01-21 14:46:22 main:574] : INFO : Epoch 1837 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 2607.73 ms [2021-01-21 14:46:25 main:574] : INFO : Epoch 1838 | loss: 0.0311643 | val_loss: 0.0311779 | Time: 2608.26 ms [2021-01-21 14:46:28 main:574] : INFO : Epoch 1839 | loss: 0.0311606 | val_loss: 0.031175 | Time: 2606.09 ms [2021-01-21 14:46:30 main:574] : INFO : Epoch 1840 | loss: 0.0311603 | val_loss: 0.031175 | Time: 2600.1 ms [2021-01-21 14:46:33 main:574] : INFO : Epoch 1841 | loss: 0.0311605 | val_loss: 0.0311771 | Time: 2605.87 ms [2021-01-21 14:46:36 main:574] : INFO : Epoch 1842 | loss: 0.0311601 | val_loss: 0.0311751 | Time: 2590.34 ms [2021-01-21 14:46:38 main:574] : INFO : Epoch 1843 | loss: 0.0311593 | val_loss: 0.0311755 | Time: 2568.8 ms [2021-01-21 14:46:41 main:574] : INFO : Epoch 1844 | loss: 0.0311607 | val_loss: 0.0311775 | Time: 2589.75 ms [2021-01-21 14:46:43 main:574] : INFO : Epoch 1845 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 2650.75 ms [2021-01-21 14:46:46 main:574] : INFO : Epoch 1846 | loss: 0.031163 | val_loss: 0.0311779 | Time: 2604.18 ms [2021-01-21 14:46:49 main:574] : INFO : Epoch 1847 | loss: 0.0311631 | val_loss: 0.0311755 | Time: 2583.21 ms [2021-01-21 14:46:51 main:574] : INFO : Epoch 1848 | loss: 0.0311629 | val_loss: 0.031173 | Time: 2625.65 ms [2021-01-21 14:46:54 main:574] : INFO : Epoch 1849 | loss: 0.0311616 | val_loss: 0.031178 | Time: 2607.95 ms [2021-01-21 14:46:57 main:574] : INFO : Epoch 1850 | loss: 0.0311625 | val_loss: 0.0311744 | Time: 2620.71 ms [2021-01-21 14:46:59 main:574] : INFO : Epoch 1851 | loss: 0.0311622 | val_loss: 0.0311791 | Time: 2608.24 ms [2021-01-21 14:47:02 main:574] : INFO : Epoch 1852 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 2605.98 ms [2021-01-21 14:47:05 main:574] : INFO : Epoch 1853 | loss: 0.0311637 | val_loss: 0.031179 | Time: 2571.15 ms [2021-01-21 14:47:07 main:574] : INFO : Epoch 1854 | loss: 0.0311656 | val_loss: 0.0311795 | Time: 2640.24 ms [2021-01-21 14:47:10 main:574] : INFO : Epoch 1855 | loss: 0.0311664 | val_loss: 0.0311789 | Time: 2591.34 ms [2021-01-21 14:47:12 main:574] : INFO : Epoch 1856 | loss: 0.0311642 | val_loss: 0.0311752 | Time: 2605.51 ms [2021-01-21 14:47:15 main:574] : INFO : Epoch 1857 | loss: 0.0311626 | val_loss: 0.0311796 | Time: 2602.6 ms [2021-01-21 14:47:18 main:574] : INFO : Epoch 1858 | loss: 0.031164 | val_loss: 0.0311804 | Time: 2574.34 ms [2021-01-21 14:47:20 main:574] : INFO : Epoch 1859 | loss: 0.0311645 | val_loss: 0.0311763 | Time: 2580.64 ms [2021-01-21 14:47:23 main:574] : INFO : Epoch 1860 | loss: 0.0311627 | val_loss: 0.0311754 | Time: 2697.14 ms [2021-01-21 14:47:26 main:574] : INFO : Epoch 1861 | loss: 0.0311621 | val_loss: 0.031178 | Time: 2628.85 ms [2021-01-21 14:47:29 main:574] : INFO : Epoch 1862 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 2533.49 ms [2021-01-21 14:47:32 main:574] : INFO : Epoch 1863 | loss: 0.0311613 | val_loss: 0.0311774 | Time: 2666.61 ms [2021-01-21 14:47:35 main:574] : INFO : Epoch 1864 | loss: 0.0311624 | val_loss: 0.0311789 | Time: 2595.2 ms [2021-01-21 14:47:37 main:574] : INFO : Epoch 1865 | loss: 0.031162 | val_loss: 0.0311798 | Time: 2633.1 ms [2021-01-21 14:47:40 main:574] : INFO : Epoch 1866 | loss: 0.0311634 | val_loss: 0.0311755 | Time: 2617 ms [2021-01-21 14:47:43 main:574] : INFO : Epoch 1867 | loss: 0.0311625 | val_loss: 0.0311789 | Time: 2539.05 ms [2021-01-21 14:47:45 main:574] : INFO : Epoch 1868 | loss: 0.0311636 | val_loss: 0.0311796 | Time: 2633.46 ms [2021-01-21 14:47:48 main:574] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.0311772 | Time: 2558.56 ms [2021-01-21 14:47:50 main:574] : INFO : Epoch 1870 | loss: 0.0311625 | val_loss: 0.0311752 | Time: 2559.59 ms [2021-01-21 14:47:53 main:574] : INFO : Epoch 1871 | loss: 0.0311617 | val_loss: 0.0311732 | Time: 2584.28 ms [2021-01-21 14:47:56 main:574] : INFO : Epoch 1872 | loss: 0.0311605 | val_loss: 0.0311762 | Time: 2571.97 ms [2021-01-21 14:47:58 main:574] : INFO : Epoch 1873 | loss: 0.0311593 | val_loss: 0.0311783 | Time: 2551.88 ms [2021-01-21 14:48:01 main:574] : INFO : Epoch 1874 | loss: 0.0311741 | val_loss: 0.0311822 | Time: 2608.56 ms [2021-01-21 14:48:03 main:574] : INFO : Epoch 1875 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 2592.89 ms [2021-01-21 14:48:06 main:574] : INFO : Epoch 1876 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 2596.88 ms [2021-01-21 14:48:09 main:574] : INFO : Epoch 1877 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 2632.35 ms [2021-01-21 14:48:11 main:574] : INFO : Epoch 1878 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 2641.57 ms [2021-01-21 14:48:14 main:574] : INFO : Epoch 1879 | loss: 0.0311735 | val_loss: 0.0311802 | Time: 2598.81 ms [2021-01-21 14:48:17 main:574] : INFO : Epoch 1880 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 2601.28 ms [2021-01-21 14:48:19 main:574] : INFO : Epoch 1881 | loss: 0.031172 | val_loss: 0.0311774 | Time: 2609.33 ms [2021-01-21 14:48:22 main:574] : INFO : Epoch 1882 | loss: 0.031172 | val_loss: 0.0311764 | Time: 2630.73 ms [2021-01-21 14:48:24 main:574] : INFO : Epoch 1883 | loss: 0.0311708 | val_loss: 0.0311773 | Time: 2562.38 ms [2021-01-21 14:48:27 main:574] : INFO : Epoch 1884 | loss: 0.0311713 | val_loss: 0.0311808 | Time: 2631.12 ms [2021-01-21 14:48:30 main:574] : INFO : Epoch 1885 | loss: 0.0311701 | val_loss: 0.0311758 | Time: 2571.26 ms [2021-01-21 14:48:32 main:574] : INFO : Epoch 1886 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 2547.46 ms [2021-01-21 14:48:35 main:574] : INFO : Epoch 1887 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 2558.75 ms [2021-01-21 14:48:38 main:574] : INFO : Epoch 1888 | loss: 0.0311669 | val_loss: 0.031176 | Time: 2623.1 ms [2021-01-21 14:48:40 main:574] : INFO : Epoch 1889 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 2614.04 ms [2021-01-21 14:48:43 main:574] : INFO : Epoch 1890 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 2609.48 ms [2021-01-21 14:48:46 main:574] : INFO : Epoch 1891 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 2586.66 ms [2021-01-21 14:48:48 main:574] : INFO : Epoch 1892 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 2581.19 ms [2021-01-21 14:48:51 main:574] : INFO : Epoch 1893 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 2582.89 ms [2021-01-21 14:48:53 main:574] : INFO : Epoch 1894 | loss: 0.0311659 | val_loss: 0.0311784 | Time: 2573.28 ms [2021-01-21 14:48:56 main:574] : INFO : Epoch 1895 | loss: 0.0311697 | val_loss: 0.031179 | Time: 2573.2 ms [2021-01-21 14:48:59 main:574] : INFO : Epoch 1896 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 2535.28 ms [2021-01-21 14:49:01 main:574] : INFO : Epoch 1897 | loss: 0.0311682 | val_loss: 0.0311786 | Time: 2714.84 ms [2021-01-21 14:49:04 main:574] : INFO : Epoch 1898 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 2563.9 ms [2021-01-21 14:49:07 main:574] : INFO : Epoch 1899 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 2630.16 ms [2021-01-21 14:49:09 main:574] : INFO : Epoch 1900 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 2640.28 ms [2021-01-21 14:49:12 main:574] : INFO : Epoch 1901 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 2609.6 ms [2021-01-21 14:49:14 main:574] : INFO : Epoch 1902 | loss: 0.031171 | val_loss: 0.0311788 | Time: 2558.49 ms [2021-01-21 14:49:17 main:574] : INFO : Epoch 1903 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 2646.98 ms [2021-01-21 14:49:20 main:574] : INFO : Epoch 1904 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 2635.55 ms [2021-01-21 14:49:22 main:574] : INFO : Epoch 1905 | loss: 0.0311671 | val_loss: 0.0311762 | Time: 2648.31 ms [2021-01-21 14:49:25 main:574] : INFO : Epoch 1906 | loss: 0.031167 | val_loss: 0.0311766 | Time: 2561.91 ms [2021-01-21 14:49:28 main:574] : INFO : Epoch 1907 | loss: 0.0311671 | val_loss: 0.0311827 | Time: 2579.75 ms [2021-01-21 14:49:30 main:574] : INFO : Epoch 1908 | loss: 0.0311693 | val_loss: 0.0311799 | Time: 2543.82 ms [2021-01-21 14:49:33 main:574] : INFO : Epoch 1909 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 2589.96 ms [2021-01-21 14:49:35 main:574] : INFO : Epoch 1910 | loss: 0.031168 | val_loss: 0.0311776 | Time: 2536.88 ms [2021-01-21 14:49:38 main:574] : INFO : Epoch 1911 | loss: 0.0311688 | val_loss: 0.0311855 | Time: 2598.78 ms [2021-01-21 14:49:41 main:574] : INFO : Epoch 1912 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 2572.26 ms [2021-01-21 14:49:43 main:574] : INFO : Epoch 1913 | loss: 0.0311677 | val_loss: 0.0311793 | Time: 2571.32 ms [2021-01-21 14:49:46 main:574] : INFO : Epoch 1914 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 2584.78 ms [2021-01-21 14:49:48 main:574] : INFO : Epoch 1915 | loss: 0.0311668 | val_loss: 0.0311789 | Time: 2610.3 ms [2021-01-21 14:49:51 main:574] : INFO : Epoch 1916 | loss: 0.0311677 | val_loss: 0.0311773 | Time: 2698.84 ms [2021-01-21 14:49:54 main:574] : INFO : Epoch 1917 | loss: 0.0311674 | val_loss: 0.031184 | Time: 2589.26 ms [2021-01-21 14:49:57 main:574] : INFO : Epoch 1918 | loss: 0.0311681 | val_loss: 0.0311799 | Time: 2632.68 ms [2021-01-21 14:50:00 main:574] : INFO : Epoch 1919 | loss: 0.0311672 | val_loss: 0.0311787 | Time: 2590.65 ms [2021-01-21 14:50:03 main:574] : INFO : Epoch 1920 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 2595.66 ms [2021-01-21 14:50:05 main:574] : INFO : Epoch 1921 | loss: 0.0311653 | val_loss: 0.0311744 | Time: 2552.5 ms [2021-01-21 14:50:08 main:574] : INFO : Epoch 1922 | loss: 0.0311644 | val_loss: 0.031175 | Time: 2639.24 ms [2021-01-21 14:50:11 main:574] : INFO : Epoch 1923 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 2648.29 ms [2021-01-21 14:50:13 main:574] : INFO : Epoch 1924 | loss: 0.031165 | val_loss: 0.031178 | Time: 2572.14 ms [2021-01-21 14:50:16 main:574] : INFO : Epoch 1925 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 2624.82 ms [2021-01-21 14:50:19 main:574] : INFO : Epoch 1926 | loss: 0.0311635 | val_loss: 0.0311776 | Time: 2553.32 ms [2021-01-21 14:50:21 main:574] : INFO : Epoch 1927 | loss: 0.031166 | val_loss: 0.0311764 | Time: 2629.24 ms [2021-01-21 14:50:24 main:574] : INFO : Epoch 1928 | loss: 0.0311651 | val_loss: 0.0311809 | Time: 2610.79 ms [2021-01-21 14:50:27 main:574] : INFO : Epoch 1929 | loss: 0.0311648 | val_loss: 0.0311791 | Time: 2624.07 ms [2021-01-21 14:50:29 main:574] : INFO : Epoch 1930 | loss: 0.031164 | val_loss: 0.0311759 | Time: 2608.17 ms [2021-01-21 14:50:32 main:574] : INFO : Epoch 1931 | loss: 0.0311645 | val_loss: 0.0311774 | Time: 2600.97 ms [2021-01-21 14:50:35 main:574] : INFO : Epoch 1932 | loss: 0.0311627 | val_loss: 0.0311767 | Time: 2592.93 ms [2021-01-21 14:50:37 main:574] : INFO : Epoch 1933 | loss: 0.0311679 | val_loss: 0.0311787 | Time: 2578.52 ms [2021-01-21 14:50:40 main:574] : INFO : Epoch 1934 | loss: 0.0311725 | val_loss: 0.031179 | Time: 2606.28 ms [2021-01-21 14:50:42 main:574] : INFO : Epoch 1935 | loss: 0.0311689 | val_loss: 0.0311778 | Time: 2618.16 ms [2021-01-21 14:50:45 main:574] : INFO : Epoch 1936 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 2550.02 ms [2021-01-21 14:50:48 main:574] : INFO : Epoch 1937 | loss: 0.0311652 | val_loss: 0.0311796 | Time: 2640.25 ms [2021-01-21 14:50:50 main:574] : INFO : Epoch 1938 | loss: 0.0311655 | val_loss: 0.0311772 | Time: 2599.41 ms [2021-01-21 14:50:53 main:574] : INFO : Epoch 1939 | loss: 0.0311644 | val_loss: 0.0311768 | Time: 2629.29 ms [2021-01-21 14:50:56 main:574] : INFO : Epoch 1940 | loss: 0.0311634 | val_loss: 0.031177 | Time: 2638.94 ms [2021-01-21 14:50:58 main:574] : INFO : Epoch 1941 | loss: 0.0311659 | val_loss: 0.0311835 | Time: 2630.5 ms [2021-01-21 14:51:01 main:574] : INFO : Epoch 1942 | loss: 0.0311639 | val_loss: 0.0311783 | Time: 2541.5 ms [2021-01-21 14:51:04 main:574] : INFO : Epoch 1943 | loss: 0.031165 | val_loss: 0.0311788 | Time: 2612.16 ms [2021-01-21 14:51:06 main:574] : INFO : Epoch 1944 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 2566.99 ms [2021-01-21 14:51:09 main:574] : INFO : Epoch 1945 | loss: 0.0311639 | val_loss: 0.031181 | Time: 2559.44 ms [2021-01-21 14:51:11 main:574] : INFO : Epoch 1946 | loss: 0.0311628 | val_loss: 0.0311793 | Time: 2559.78 ms [2021-01-21 14:51:14 main:574] : INFO : Epoch 1947 | loss: 0.0311605 | val_loss: 0.0311782 | Time: 2558.25 ms [2021-01-21 14:51:16 main:574] : INFO : Epoch 1948 | loss: 0.0311623 | val_loss: 0.0311808 | Time: 2617.83 ms [2021-01-21 14:51:19 main:574] : INFO : Epoch 1949 | loss: 0.031161 | val_loss: 0.0311776 | Time: 2544.55 ms [2021-01-21 14:51:22 main:574] : INFO : Epoch 1950 | loss: 0.0311601 | val_loss: 0.0311764 | Time: 2631.4 ms [2021-01-21 14:51:24 main:574] : INFO : Epoch 1951 | loss: 0.0311607 | val_loss: 0.0311783 | Time: 2564.06 ms [2021-01-21 14:51:27 main:574] : INFO : Epoch 1952 | loss: 0.0311668 | val_loss: 0.0311753 | Time: 2610.2 ms [2021-01-21 14:51:30 main:574] : INFO : Epoch 1953 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 2595.44 ms [2021-01-21 14:51:32 main:574] : INFO : Epoch 1954 | loss: 0.0311659 | val_loss: 0.0311833 | Time: 2621.07 ms [2021-01-21 14:51:35 main:574] : INFO : Epoch 1955 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 2594.16 ms [2021-01-21 14:51:37 main:574] : INFO : Epoch 1956 | loss: 0.0311648 | val_loss: 0.0311737 | Time: 2579.88 ms [2021-01-21 14:51:40 main:574] : INFO : Epoch 1957 | loss: 0.0311651 | val_loss: 0.0311754 | Time: 2609.68 ms [2021-01-21 14:51:43 main:574] : INFO : Epoch 1958 | loss: 0.0311626 | val_loss: 0.0311754 | Time: 2574.7 ms [2021-01-21 14:51:45 main:574] : INFO : Epoch 1959 | loss: 0.031162 | val_loss: 0.0311765 | Time: 2551.36 ms [2021-01-21 14:51:48 main:574] : INFO : Epoch 1960 | loss: 0.0311638 | val_loss: 0.0311769 | Time: 2566.7 ms [2021-01-21 14:51:50 main:574] : INFO : Epoch 1961 | loss: 0.0311649 | val_loss: 0.031175 | Time: 2551.92 ms [2021-01-21 14:51:53 main:574] : INFO : Epoch 1962 | loss: 0.0311632 | val_loss: 0.031176 | Time: 2619.88 ms [2021-01-21 14:51:56 main:574] : INFO : Epoch 1963 | loss: 0.0311619 | val_loss: 0.0311755 | Time: 2603.55 ms [2021-01-21 14:51:58 main:574] : INFO : Epoch 1964 | loss: 0.0311628 | val_loss: 0.0311765 | Time: 2607.27 ms [2021-01-21 14:52:01 main:574] : INFO : Epoch 1965 | loss: 0.0311644 | val_loss: 0.0311741 | Time: 2601.26 ms [2021-01-21 14:52:03 main:574] : INFO : Epoch 1966 | loss: 0.031163 | val_loss: 0.0311756 | Time: 2543.23 ms [2021-01-21 14:52:06 main:574] : INFO : Epoch 1967 | loss: 0.0311643 | val_loss: 0.0311843 | Time: 2627.87 ms [2021-01-21 14:52:09 main:574] : INFO : Epoch 1968 | loss: 0.0311646 | val_loss: 0.0311799 | Time: 2552.52 ms [2021-01-21 14:52:11 main:574] : INFO : Epoch 1969 | loss: 0.0311669 | val_loss: 0.0311756 | Time: 2647.53 ms [2021-01-21 14:52:14 main:574] : INFO : Epoch 1970 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 2571.52 ms [2021-01-21 14:52:17 main:574] : INFO : Epoch 1971 | loss: 0.0311629 | val_loss: 0.0311747 | Time: 2565.95 ms [2021-01-21 14:52:19 main:574] : INFO : Epoch 1972 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 2598.21 ms [2021-01-21 14:52:22 main:574] : INFO : Epoch 1973 | loss: 0.0311615 | val_loss: 0.0311759 | Time: 2615.85 ms [2021-01-21 14:52:25 main:574] : INFO : Epoch 1974 | loss: 0.0311618 | val_loss: 0.0311776 | Time: 2559.34 ms [2021-01-21 14:52:27 main:574] : INFO : Epoch 1975 | loss: 0.0311597 | val_loss: 0.0311756 | Time: 2571.72 ms [2021-01-21 14:52:30 main:574] : INFO : Epoch 1976 | loss: 0.0311604 | val_loss: 0.0311747 | Time: 2535.32 ms [2021-01-21 14:52:32 main:574] : INFO : Epoch 1977 | loss: 0.0311618 | val_loss: 0.0311793 | Time: 2543.04 ms [2021-01-21 14:52:35 main:574] : INFO : Epoch 1978 | loss: 0.0311615 | val_loss: 0.0311785 | Time: 2568.87 ms [2021-01-21 14:52:37 main:574] : INFO : Epoch 1979 | loss: 0.0311601 | val_loss: 0.0311767 | Time: 2607.23 ms [2021-01-21 14:52:40 main:574] : INFO : Epoch 1980 | loss: 0.0311601 | val_loss: 0.0311809 | Time: 2566.41 ms [2021-01-21 14:52:43 main:574] : INFO : Epoch 1981 | loss: 0.0311636 | val_loss: 0.0311808 | Time: 2621.5 ms [2021-01-21 14:52:45 main:574] : INFO : Epoch 1982 | loss: 0.0311616 | val_loss: 0.0311744 | Time: 2541.62 ms [2021-01-21 14:52:48 main:574] : INFO : Epoch 1983 | loss: 0.031161 | val_loss: 0.0311752 | Time: 2606.6 ms [2021-01-21 14:52:51 main:574] : INFO : Epoch 1984 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 2653.81 ms [2021-01-21 14:52:53 main:574] : INFO : Epoch 1985 | loss: 0.0311598 | val_loss: 0.0311737 | Time: 2606.39 ms [2021-01-21 14:52:56 main:574] : INFO : Epoch 1986 | loss: 0.0311587 | val_loss: 0.0311749 | Time: 2587.99 ms [2021-01-21 14:52:58 main:574] : INFO : Epoch 1987 | loss: 0.0311585 | val_loss: 0.0311727 | Time: 2546.78 ms [2021-01-21 14:53:01 main:574] : INFO : Epoch 1988 | loss: 0.0311599 | val_loss: 0.031175 | Time: 2628.81 ms [2021-01-21 14:53:04 main:574] : INFO : Epoch 1989 | loss: 0.031158 | val_loss: 0.0311794 | Time: 2564.35 ms [2021-01-21 14:53:06 main:574] : INFO : Epoch 1990 | loss: 0.0311588 | val_loss: 0.0311766 | Time: 2584.49 ms [2021-01-21 14:53:09 main:574] : INFO : Epoch 1991 | loss: 0.0311595 | val_loss: 0.031176 | Time: 2581.41 ms [2021-01-21 14:53:11 main:574] : INFO : Epoch 1992 | loss: 0.0311571 | val_loss: 0.0311757 | Time: 2567.47 ms [2021-01-21 14:53:14 main:574] : INFO : Epoch 1993 | loss: 0.0311592 | val_loss: 0.0311763 | Time: 2586.39 ms [2021-01-21 14:53:17 main:574] : INFO : Epoch 1994 | loss: 0.0311592 | val_loss: 0.0311774 | Time: 2620.63 ms [2021-01-21 14:53:19 main:574] : INFO : Epoch 1995 | loss: 0.0311575 | val_loss: 0.031175 | Time: 2593.17 ms [2021-01-21 14:53:22 main:574] : INFO : Epoch 1996 | loss: 0.0311571 | val_loss: 0.0311783 | Time: 2606.39 ms [2021-01-21 14:53:25 main:574] : INFO : Epoch 1997 | loss: 0.0311564 | val_loss: 0.0311764 | Time: 2564.35 ms [2021-01-21 14:53:27 main:574] : INFO : Epoch 1998 | loss: 0.0311586 | val_loss: 0.0311757 | Time: 2631.56 ms [2021-01-21 14:53:30 main:574] : INFO : Epoch 1999 | loss: 0.03116 | val_loss: 0.0311829 | Time: 2594.34 ms [2021-01-21 14:53:32 main:574] : INFO : Epoch 2000 | loss: 0.0311572 | val_loss: 0.0311822 | Time: 2573.41 ms [2021-01-21 14:53:36 main:574] : INFO : Epoch 2001 | loss: 0.0311619 | val_loss: 0.0311814 | Time: 2573.46 ms [2021-01-21 14:53:38 main:574] : INFO : Epoch 2002 | loss: 0.0311617 | val_loss: 0.0311782 | Time: 2609.67 ms [2021-01-21 14:53:41 main:574] : INFO : Epoch 2003 | loss: 0.0311606 | val_loss: 0.0311828 | Time: 2653.83 ms [2021-01-21 14:53:44 main:574] : INFO : Epoch 2004 | loss: 0.0311585 | val_loss: 0.0311767 | Time: 2608.44 ms [2021-01-21 14:53:46 main:574] : INFO : Epoch 2005 | loss: 0.0311595 | val_loss: 0.0311759 | Time: 2622.32 ms [2021-01-21 14:53:49 main:574] : INFO : Epoch 2006 | loss: 0.031158 | val_loss: 0.0311767 | Time: 2651.19 ms [2021-01-21 14:53:52 main:574] : INFO : Epoch 2007 | loss: 0.0311561 | val_loss: 0.0311777 | Time: 2624.56 ms [2021-01-21 14:53:54 main:574] : INFO : Epoch 2008 | loss: 0.0311557 | val_loss: 0.0311764 | Time: 2708.35 ms [2021-01-21 14:53:57 main:574] : INFO : Epoch 2009 | loss: 0.0311568 | val_loss: 0.0311781 | Time: 2562.15 ms [2021-01-21 14:53:59 main:574] : INFO : Epoch 2010 | loss: 0.0311573 | val_loss: 0.0311781 | Time: 2553.94 ms [2021-01-21 14:54:02 main:574] : INFO : Epoch 2011 | loss: 0.0311585 | val_loss: 0.0311811 | Time: 2554.01 ms [2021-01-21 14:54:05 main:574] : INFO : Epoch 2012 | loss: 0.0311558 | val_loss: 0.0311818 | Time: 2567.49 ms [2021-01-21 14:54:07 main:574] : INFO : Epoch 2013 | loss: 0.0311554 | val_loss: 0.0311768 | Time: 2586.51 ms [2021-01-21 14:54:10 main:574] : INFO : Epoch 2014 | loss: 0.0311565 | val_loss: 0.0311735 | Time: 2563.11 ms [2021-01-21 14:54:12 main:574] : INFO : Epoch 2015 | loss: 0.0311561 | val_loss: 0.0311751 | Time: 2554.95 ms [2021-01-21 14:54:15 main:574] : INFO : Epoch 2016 | loss: 0.0311552 | val_loss: 0.0311763 | Time: 2627.45 ms [2021-01-21 14:54:18 main:574] : INFO : Epoch 2017 | loss: 0.0311555 | val_loss: 0.0311779 | Time: 2644.48 ms [2021-01-21 14:54:20 main:574] : INFO : Epoch 2018 | loss: 0.0311587 | val_loss: 0.0311754 | Time: 2594.23 ms [2021-01-21 14:54:23 main:574] : INFO : Epoch 2019 | loss: 0.0311575 | val_loss: 0.0311765 | Time: 2624.79 ms [2021-01-21 14:54:26 main:574] : INFO : Epoch 2020 | loss: 0.0311584 | val_loss: 0.0311757 | Time: 2562.82 ms [2021-01-21 14:54:28 main:574] : INFO : Epoch 2021 | loss: 0.0311601 | val_loss: 0.0311767 | Time: 2538.37 ms [2021-01-21 14:54:31 main:574] : INFO : Epoch 2022 | loss: 0.0311621 | val_loss: 0.0311784 | Time: 2598.31 ms [2021-01-21 14:54:33 main:574] : INFO : Epoch 2023 | loss: 0.0311657 | val_loss: 0.0311854 | Time: 2595.82 ms [2021-01-21 14:54:36 main:574] : INFO : Epoch 2024 | loss: 0.0311627 | val_loss: 0.0311767 | Time: 2612.16 ms [2021-01-21 14:54:39 main:574] : INFO : Epoch 2025 | loss: 0.0311572 | val_loss: 0.0311773 | Time: 2598.45 ms [2021-01-21 14:54:41 main:574] : INFO : Epoch 2026 | loss: 0.0311574 | val_loss: 0.031177 | Time: 2575.99 ms [2021-01-21 14:54:44 main:574] : INFO : Epoch 2027 | loss: 0.0311554 | val_loss: 0.0311801 | Time: 2598.93 ms [2021-01-21 14:54:46 main:574] : INFO : Epoch 2028 | loss: 0.0311576 | val_loss: 0.0311831 | Time: 2617.06 ms [2021-01-21 14:54:49 main:574] : INFO : Epoch 2029 | loss: 0.0311612 | val_loss: 0.0311811 | Time: 2638.16 ms [2021-01-21 14:54:52 main:574] : INFO : Epoch 2030 | loss: 0.0311619 | val_loss: 0.031176 | Time: 2601.36 ms [2021-01-21 14:54:54 main:574] : INFO : Epoch 2031 | loss: 0.03116 | val_loss: 0.0311758 | Time: 2596.81 ms [2021-01-21 14:54:57 main:574] : INFO : Epoch 2032 | loss: 0.0311595 | val_loss: 0.0311759 | Time: 2610.95 ms [2021-01-21 14:55:00 main:574] : INFO : Epoch 2033 | loss: 0.0311583 | val_loss: 0.0311742 | Time: 2597.22 ms [2021-01-21 14:55:02 main:574] : INFO : Epoch 2034 | loss: 0.0311571 | val_loss: 0.0311877 | Time: 2569.12 ms [2021-01-21 14:55:05 main:574] : INFO : Epoch 2035 | loss: 0.0311583 | val_loss: 0.0311754 | Time: 2615.99 ms [2021-01-21 14:55:07 main:574] : INFO : Epoch 2036 | loss: 0.0311559 | val_loss: 0.0311746 | Time: 2567.45 ms [2021-01-21 14:55:10 main:574] : INFO : Epoch 2037 | loss: 0.0311598 | val_loss: 0.0311737 | Time: 2549.66 ms [2021-01-21 14:55:13 main:574] : INFO : Epoch 2038 | loss: 0.0311584 | val_loss: 0.031175 | Time: 2612.65 ms [2021-01-21 14:55:15 main:574] : INFO : Epoch 2039 | loss: 0.0311618 | val_loss: 0.0311744 | Time: 2595.1 ms [2021-01-21 14:55:18 main:574] : INFO : Epoch 2040 | loss: 0.0311607 | val_loss: 0.0311761 | Time: 2604.56 ms [2021-01-21 14:55:21 main:574] : INFO : Epoch 2041 | loss: 0.0311615 | val_loss: 0.0311799 | Time: 2612.31 ms [2021-01-21 14:55:23 main:574] : INFO : Epoch 2042 | loss: 0.0311609 | val_loss: 0.0311837 | Time: 2636.35 ms [2021-01-21 14:55:26 main:574] : INFO : Epoch 2043 | loss: 0.0311596 | val_loss: 0.0311823 | Time: 2559.99 ms [2021-01-21 14:55:28 main:574] : INFO : Epoch 2044 | loss: 0.0311584 | val_loss: 0.0311855 | Time: 2571.52 ms [2021-01-21 14:55:31 main:574] : INFO : Epoch 2045 | loss: 0.0311627 | val_loss: 0.0311814 | Time: 2615.45 ms [2021-01-21 14:55:34 main:574] : INFO : Epoch 2046 | loss: 0.031158 | val_loss: 0.0311767 | Time: 2547.5 ms [2021-01-21 14:55:36 main:574] : INFO : Epoch 2047 | loss: 0.0311589 | val_loss: 0.0311759 | Time: 2581.66 ms [2021-01-21 14:55:39 main:574] : INFO : Epoch 2048 | loss: 0.0311582 | val_loss: 0.0311793 | Time: 2593.09 ms [2021-01-21 14:55:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311793 [2021-01-21 14:55:39 main:603] : INFO : Saving end state to config to file [2021-01-21 14:55:39 main:608] : INFO : Success, exiting.. 14:55:39 (11440): 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)