Task 3749226
| Name | ParityModified-1611092024-19398-2_0 |
| Workunit | 1927008 |
| Created | 21 Jan 2021, 11:08:56 UTC |
| Sent | 21 Jan 2021, 20:29:04 UTC |
| Report deadline | 28 Jan 2021, 20:29:04 UTC |
| Received | 21 Jan 2021, 22:30:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 34 min 29 sec |
| CPU time | 1 hours 18 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311497 | val_loss: 0.0311545 | Time: 2789.11 ms
[2021-01-21 13:50:39 main:574] : INFO : Epoch 1543 | loss: 0.0311489 | val_loss: 0.0311492 | Time: 2635.32 ms
[2021-01-21 13:50:42 main:574] : INFO : Epoch 1544 | loss: 0.0311481 | val_loss: 0.0311503 | Time: 2803.91 ms
[2021-01-21 13:50:45 main:574] : INFO : Epoch 1545 | loss: 0.0311466 | val_loss: 0.0311501 | Time: 2884.95 ms
[2021-01-21 13:50:47 main:574] : INFO : Epoch 1546 | loss: 0.031148 | val_loss: 0.0311491 | Time: 2674.87 ms
[2021-01-21 13:50:50 main:574] : INFO : Epoch 1547 | loss: 0.031146 | val_loss: 0.0311505 | Time: 2762.65 ms
[2021-01-21 13:50:53 main:574] : INFO : Epoch 1548 | loss: 0.0311463 | val_loss: 0.0311516 | Time: 2704.76 ms
[2021-01-21 13:50:56 main:574] : INFO : Epoch 1549 | loss: 0.0311475 | val_loss: 0.0311493 | Time: 2650.09 ms
[2021-01-21 13:50:59 main:574] : INFO : Epoch 1550 | loss: 0.0311464 | val_loss: 0.0311498 | Time: 2769.86 ms
[2021-01-21 13:51:01 main:574] : INFO : Epoch 1551 | loss: 0.0311461 | val_loss: 0.0311509 | Time: 2682.46 ms
[2021-01-21 13:51:04 main:574] : INFO : Epoch 1552 | loss: 0.0311453 | val_loss: 0.0311572 | Time: 2811.15 ms
[2021-01-21 13:51:07 main:574] : INFO : Epoch 1553 | loss: 0.0311472 | val_loss: 0.0311526 | Time: 2698.67 ms
[2021-01-21 13:51:10 main:574] : INFO : Epoch 1554 | loss: 0.0311453 | val_loss: 0.0311527 | Time: 2736.98 ms
[2021-01-21 13:51:13 main:574] : INFO : Epoch 1555 | loss: 0.0311457 | val_loss: 0.0311504 | Time: 2806.4 ms
[2021-01-21 13:51:16 main:574] : INFO : Epoch 1556 | loss: 0.0311424 | val_loss: 0.0311499 | Time: 2648.07 ms
[2021-01-21 13:51:18 main:574] : INFO : Epoch 1557 | loss: 0.0311428 | val_loss: 0.0311491 | Time: 2680.14 ms
[2021-01-21 13:51:21 main:574] : INFO : Epoch 1558 | loss: 0.031142 | val_loss: 0.0311484 | Time: 2692.43 ms
[2021-01-21 13:51:24 main:574] : INFO : Epoch 1559 | loss: 0.0311444 | val_loss: 0.0311487 | Time: 2675.31 ms
[2021-01-21 13:51:27 main:574] : INFO : Epoch 1560 | loss: 0.0311441 | val_loss: 0.0311522 | Time: 2667.85 ms
[2021-01-21 13:51:29 main:574] : INFO : Epoch 1561 | loss: 0.0311436 | val_loss: 0.0311494 | Time: 2709.66 ms
[2021-01-21 13:51:32 main:574] : INFO : Epoch 1562 | loss: 0.0311421 | val_loss: 0.0311493 | Time: 2761.86 ms
[2021-01-21 13:51:35 main:574] : INFO : Epoch 1563 | loss: 0.0311441 | val_loss: 0.0311524 | Time: 2747.78 ms
[2021-01-21 13:51:38 main:574] : INFO : Epoch 1564 | loss: 0.0311453 | val_loss: 0.031149 | Time: 2654.96 ms
[2021-01-21 13:51:41 main:574] : INFO : Epoch 1565 | loss: 0.0311443 | val_loss: 0.0311493 | Time: 2675.8 ms
[2021-01-21 13:51:43 main:574] : INFO : Epoch 1566 | loss: 0.031144 | val_loss: 0.0311492 | Time: 2642.13 ms
[2021-01-21 13:51:46 main:574] : INFO : Epoch 1567 | loss: 0.0311429 | val_loss: 0.0311478 | Time: 2678.39 ms
[2021-01-21 13:51:49 main:574] : INFO : Epoch 1568 | loss: 0.0311418 | val_loss: 0.0311479 | Time: 2699.89 ms
[2021-01-21 13:51:52 main:574] : INFO : Epoch 1569 | loss: 0.0311431 | val_loss: 0.0311549 | Time: 2669.09 ms
[2021-01-21 13:51:54 main:574] : INFO : Epoch 1570 | loss: 0.031144 | val_loss: 0.0311468 | Time: 2675.97 ms
[2021-01-21 13:51:57 main:574] : INFO : Epoch 1571 | loss: 0.0311409 | val_loss: 0.0311493 | Time: 2746.67 ms
[2021-01-21 13:52:00 main:574] : INFO : Epoch 1572 | loss: 0.0311403 | val_loss: 0.0311493 | Time: 2870.82 ms
[2021-01-21 13:52:03 main:574] : INFO : Epoch 1573 | loss: 0.03114 | val_loss: 0.0311494 | Time: 2604.67 ms
[2021-01-21 13:52:06 main:574] : INFO : Epoch 1574 | loss: 0.0311451 | val_loss: 0.0311479 | Time: 2638.09 ms
[2021-01-21 13:52:08 main:574] : INFO : Epoch 1575 | loss: 0.0311439 | val_loss: 0.0311487 | Time: 2665.88 ms
[2021-01-21 13:52:11 main:574] : INFO : Epoch 1576 | loss: 0.0311419 | val_loss: 0.0311497 | Time: 2869.46 ms
[2021-01-21 13:52:14 main:574] : INFO : Epoch 1577 | loss: 0.0311429 | val_loss: 0.0311521 | Time: 2592.99 ms
[2021-01-21 13:52:17 main:574] : INFO : Epoch 1578 | loss: 0.0311496 | val_loss: 0.0311484 | Time: 2697.07 ms
[2021-01-21 13:52:20 main:574] : INFO : Epoch 1579 | loss: 0.0311449 | val_loss: 0.0311483 | Time: 2663.45 ms
[2021-01-21 13:52:22 main:574] : INFO : Epoch 1580 | loss: 0.0311457 | val_loss: 0.0311486 | Time: 2700.45 ms
[2021-01-21 13:52:25 main:574] : INFO : Epoch 1581 | loss: 0.0311469 | val_loss: 0.0311491 | Time: 2619.06 ms
[2021-01-21 13:52:28 main:574] : INFO : Epoch 1582 | loss: 0.0311457 | val_loss: 0.03115 | Time: 2645.09 ms
[2021-01-21 13:52:31 main:574] : INFO : Epoch 1583 | loss: 0.0311467 | val_loss: 0.0311534 | Time: 2743.89 ms
[2021-01-21 13:52:33 main:574] : INFO : Epoch 1584 | loss: 0.0311534 | val_loss: 0.0311551 | Time: 2721.76 ms
[2021-01-21 13:52:36 main:574] : INFO : Epoch 1585 | loss: 0.0311548 | val_loss: 0.0311612 | Time: 2570.16 ms
[2021-01-21 13:52:39 main:574] : INFO : Epoch 1586 | loss: 0.0311562 | val_loss: 0.0311567 | Time: 2763.84 ms
[2021-01-21 13:52:42 main:574] : INFO : Epoch 1587 | loss: 0.0311541 | val_loss: 0.0311517 | Time: 2659.94 ms
[2021-01-21 13:52:44 main:574] : INFO : Epoch 1588 | loss: 0.0311526 | val_loss: 0.0311545 | Time: 2650.96 ms
[2021-01-21 13:52:47 main:574] : INFO : Epoch 1589 | loss: 0.0311543 | val_loss: 0.0311585 | Time: 2659.02 ms
[2021-01-21 13:52:50 main:574] : INFO : Epoch 1590 | loss: 0.0311586 | val_loss: 0.0311592 | Time: 2751.54 ms
[2021-01-21 13:52:53 main:574] : INFO : Epoch 1591 | loss: 0.0311599 | val_loss: 0.0311606 | Time: 2661.68 ms
[2021-01-21 13:52:55 main:574] : INFO : Epoch 1592 | loss: 0.0311594 | val_loss: 0.0311598 | Time: 2733.14 ms
[2021-01-21 13:52:58 main:574] : INFO : Epoch 1593 | loss: 0.0311596 | val_loss: 0.031159 | Time: 2606.95 ms
[2021-01-21 13:53:01 main:574] : INFO : Epoch 1594 | loss: 0.0311589 | val_loss: 0.0311612 | Time: 2685.72 ms
[2021-01-21 13:53:04 main:574] : INFO : Epoch 1595 | loss: 0.0311574 | val_loss: 0.0311584 | Time: 2669.48 ms
[2021-01-21 13:53:06 main:574] : INFO : Epoch 1596 | loss: 0.0311568 | val_loss: 0.0311565 | Time: 2707.81 ms
[2021-01-21 13:53:09 main:574] : INFO : Epoch 1597 | loss: 0.0311561 | val_loss: 0.0311572 | Time: 2668.32 ms
[2021-01-21 13:53:12 main:574] : INFO : Epoch 1598 | loss: 0.031156 | val_loss: 0.031155 | Time: 2733.16 ms
[2021-01-21 13:53:15 main:574] : INFO : Epoch 1599 | loss: 0.0311568 | val_loss: 0.0311628 | Time: 2741.53 ms
[2021-01-21 13:53:18 main:574] : INFO : Epoch 1600 | loss: 0.0311556 | val_loss: 0.0311577 | Time: 2726.48 ms
[2021-01-21 13:53:20 main:574] : INFO : Epoch 1601 | loss: 0.0311554 | val_loss: 0.0311558 | Time: 2751.7 ms
[2021-01-21 13:53:23 main:574] : INFO : Epoch 1602 | loss: 0.0311586 | val_loss: 0.0311561 | Time: 2643.66 ms
[2021-01-21 13:53:26 main:574] : INFO : Epoch 1603 | loss: 0.0311573 | val_loss: 0.0311567 | Time: 2708.93 ms
[2021-01-21 13:53:29 main:574] : INFO : Epoch 1604 | loss: 0.0311556 | val_loss: 0.0311561 | Time: 2693.26 ms
[2021-01-21 13:53:31 main:574] : INFO : Epoch 1605 | loss: 0.0311556 | val_loss: 0.0311543 | Time: 2595.17 ms
[2021-01-21 13:53:34 main:574] : INFO : Epoch 1606 | loss: 0.0311545 | val_loss: 0.0311542 | Time: 2671.47 ms
[2021-01-21 13:53:37 main:574] : INFO : Epoch 1607 | loss: 0.0311551 | val_loss: 0.0311544 | Time: 2632.08 ms
[2021-01-21 13:53:39 main:574] : INFO : Epoch 1608 | loss: 0.0311553 | val_loss: 0.0311563 | Time: 2654.84 ms
[2021-01-21 13:53:42 main:574] : INFO : Epoch 1609 | loss: 0.0311553 | val_loss: 0.0311551 | Time: 2679.01 ms
[2021-01-21 13:53:45 main:574] : INFO : Epoch 1610 | loss: 0.0311527 | val_loss: 0.0311564 | Time: 2683.07 ms
[2021-01-21 13:53:48 main:574] : INFO : Epoch 1611 | loss: 0.0311529 | val_loss: 0.0311553 | Time: 2754.61 ms
[2021-01-21 13:53:51 main:574] : INFO : Epoch 1612 | loss: 0.031155 | val_loss: 0.0311606 | Time: 2758.65 ms
[2021-01-21 13:53:54 main:574] : INFO : Epoch 1613 | loss: 0.0311546 | val_loss: 0.0311592 | Time: 2603.79 ms
[2021-01-21 13:53:56 main:574] : INFO : Epoch 1614 | loss: 0.0311562 | val_loss: 0.0311718 | Time: 2677.66 ms
[2021-01-21 13:53:59 main:574] : INFO : Epoch 1615 | loss: 0.0311637 | val_loss: 0.0311661 | Time: 2709.57 ms
[2021-01-21 13:54:02 main:574] : INFO : Epoch 1616 | loss: 0.0311629 | val_loss: 0.0311675 | Time: 2716.63 ms
[2021-01-21 13:54:05 main:574] : INFO : Epoch 1617 | loss: 0.031164 | val_loss: 0.0311693 | Time: 2717.24 ms
[2021-01-21 13:54:08 main:574] : INFO : Epoch 1618 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 2696.55 ms
[2021-01-21 13:54:10 main:574] : INFO : Epoch 1619 | loss: 0.0311749 | val_loss: 0.0311687 | Time: 2738.74 ms
[2021-01-21 13:54:13 main:574] : INFO : Epoch 1620 | loss: 0.0311756 | val_loss: 0.0311821 | Time: 2571.05 ms
[2021-01-21 13:54:16 main:574] : INFO : Epoch 1621 | loss: 0.0311852 | val_loss: 0.031187 | Time: 2647.33 ms
[2021-01-21 13:54:19 main:574] : INFO : Epoch 1622 | loss: 0.0311922 | val_loss: 0.0311908 | Time: 2744.12 ms
[2021-01-21 13:54:21 main:574] : INFO : Epoch 1623 | loss: 0.0311932 | val_loss: 0.031187 | Time: 2664.03 ms
[2021-01-21 13:54:24 main:574] : INFO : Epoch 1624 | loss: 0.0311913 | val_loss: 0.0311864 | Time: 2712.05 ms
[2021-01-21 13:54:27 main:574] : INFO : Epoch 1625 | loss: 0.0311913 | val_loss: 0.0311841 | Time: 2660.94 ms
[2021-01-21 13:54:30 main:574] : INFO : Epoch 1626 | loss: 0.0311879 | val_loss: 0.0311873 | Time: 2727.89 ms
[2021-01-21 13:54:32 main:574] : INFO : Epoch 1627 | loss: 0.0311889 | val_loss: 0.0311852 | Time: 2719.52 ms
[2021-01-21 13:54:35 main:574] : INFO : Epoch 1628 | loss: 0.0311873 | val_loss: 0.0311846 | Time: 2628.64 ms
[2021-01-21 13:54:38 main:574] : INFO : Epoch 1629 | loss: 0.0311872 | val_loss: 0.0311837 | Time: 2632.49 ms
[2021-01-21 13:54:41 main:574] : INFO : Epoch 1630 | loss: 0.0311863 | val_loss: 0.0311849 | Time: 2674.67 ms
[2021-01-21 13:54:43 main:574] : INFO : Epoch 1631 | loss: 0.0311859 | val_loss: 0.0311822 | Time: 2630.75 ms
[2021-01-21 13:54:46 main:574] : INFO : Epoch 1632 | loss: 0.0311859 | val_loss: 0.0311832 | Time: 2706.98 ms
[2021-01-21 13:54:49 main:574] : INFO : Epoch 1633 | loss: 0.0311845 | val_loss: 0.0311824 | Time: 2708.49 ms
[2021-01-21 13:54:52 main:574] : INFO : Epoch 1634 | loss: 0.0311847 | val_loss: 0.0311851 | Time: 2658.19 ms
[2021-01-21 13:54:55 main:574] : INFO : Epoch 1635 | loss: 0.0311851 | val_loss: 0.0311844 | Time: 2671.13 ms
[2021-01-21 13:54:57 main:574] : INFO : Epoch 1636 | loss: 0.0311842 | val_loss: 0.0311831 | Time: 2517.03 ms
[2021-01-21 13:55:00 main:574] : INFO : Epoch 1637 | loss: 0.0311847 | val_loss: 0.031182 | Time: 2773.57 ms
[2021-01-21 13:55:03 main:574] : INFO : Epoch 1638 | loss: 0.031183 | val_loss: 0.0311821 | Time: 2759.29 ms
[2021-01-21 13:55:06 main:574] : INFO : Epoch 1639 | loss: 0.0311831 | val_loss: 0.0311805 | Time: 2655.55 ms
[2021-01-21 13:55:09 main:574] : INFO : Epoch 1640 | loss: 0.0311829 | val_loss: 0.031182 | Time: 2822.07 ms
[2021-01-21 13:55:12 main:574] : INFO : Epoch 1641 | loss: 0.0311834 | val_loss: 0.0311801 | Time: 2663.4 ms
[2021-01-21 13:55:14 main:574] : INFO : Epoch 1642 | loss: 0.0311822 | val_loss: 0.0311792 | Time: 2739.58 ms
[2021-01-21 13:55:17 main:574] : INFO : Epoch 1643 | loss: 0.0311831 | val_loss: 0.0311889 | Time: 2640.88 ms
[2021-01-21 13:55:20 main:574] : INFO : Epoch 1644 | loss: 0.0311845 | val_loss: 0.0311804 | Time: 2652.58 ms
[2021-01-21 13:55:22 main:574] : INFO : Epoch 1645 | loss: 0.0311821 | val_loss: 0.0311815 | Time: 2621.64 ms
[2021-01-21 13:55:25 main:574] : INFO : Epoch 1646 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 2649.19 ms
[2021-01-21 13:55:28 main:574] : INFO : Epoch 1647 | loss: 0.0311817 | val_loss: 0.0311815 | Time: 2620.3 ms
[2021-01-21 13:55:31 main:574] : INFO : Epoch 1648 | loss: 0.0311814 | val_loss: 0.0311828 | Time: 2709.85 ms
[2021-01-21 13:55:34 main:574] : INFO : Epoch 1649 | loss: 0.0311813 | val_loss: 0.0311816 | Time: 2769.48 ms
[2021-01-21 13:55:36 main:574] : INFO : Epoch 1650 | loss: 0.031181 | val_loss: 0.0311799 | Time: 2683.51 ms
[2021-01-21 13:55:39 main:574] : INFO : Epoch 1651 | loss: 0.0311819 | val_loss: 0.0311857 | Time: 2620.7 ms
[2021-01-21 13:55:42 main:574] : INFO : Epoch 1652 | loss: 0.0311836 | val_loss: 0.03118 | Time: 2693.3 ms
[2021-01-21 13:55:44 main:574] : INFO : Epoch 1653 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 2701.18 ms
[2021-01-21 13:55:47 main:574] : INFO : Epoch 1654 | loss: 0.03118 | val_loss: 0.0311806 | Time: 2714.85 ms
[2021-01-21 13:55:50 main:574] : INFO : Epoch 1655 | loss: 0.0311845 | val_loss: 0.031187 | Time: 2736.43 ms
[2021-01-21 13:55:53 main:574] : INFO : Epoch 1656 | loss: 0.0311835 | val_loss: 0.0311855 | Time: 2698.59 ms
[2021-01-21 13:55:56 main:574] : INFO : Epoch 1657 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 2691.92 ms
[2021-01-21 13:55:59 main:574] : INFO : Epoch 1658 | loss: 0.0311805 | val_loss: 0.0311813 | Time: 2714.47 ms
[2021-01-21 13:56:01 main:574] : INFO : Epoch 1659 | loss: 0.0311798 | val_loss: 0.0311794 | Time: 2690.68 ms
[2021-01-21 13:56:04 main:574] : INFO : Epoch 1660 | loss: 0.031181 | val_loss: 0.0311817 | Time: 2711.23 ms
[2021-01-21 13:56:07 main:574] : INFO : Epoch 1661 | loss: 0.0311792 | val_loss: 0.0311799 | Time: 2723.93 ms
[2021-01-21 13:56:10 main:574] : INFO : Epoch 1662 | loss: 0.0311793 | val_loss: 0.0311821 | Time: 2643.23 ms
[2021-01-21 13:56:12 main:574] : INFO : Epoch 1663 | loss: 0.031181 | val_loss: 0.0311824 | Time: 2692.17 ms
[2021-01-21 13:56:15 main:574] : INFO : Epoch 1664 | loss: 0.031181 | val_loss: 0.0311799 | Time: 2790.66 ms
[2021-01-21 13:56:18 main:574] : INFO : Epoch 1665 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 2688.17 ms
[2021-01-21 13:56:21 main:574] : INFO : Epoch 1666 | loss: 0.0311832 | val_loss: 0.0311795 | Time: 2591.1 ms
[2021-01-21 13:56:24 main:574] : INFO : Epoch 1667 | loss: 0.0311792 | val_loss: 0.0311793 | Time: 2652.16 ms
[2021-01-21 13:56:26 main:574] : INFO : Epoch 1668 | loss: 0.0311816 | val_loss: 0.0311802 | Time: 2701 ms
[2021-01-21 13:56:29 main:574] : INFO : Epoch 1669 | loss: 0.0311802 | val_loss: 0.0311883 | Time: 2684.25 ms
[2021-01-21 13:56:32 main:574] : INFO : Epoch 1670 | loss: 0.0311835 | val_loss: 0.0311885 | Time: 2571.51 ms
[2021-01-21 13:56:35 main:574] : INFO : Epoch 1671 | loss: 0.0311864 | val_loss: 0.031182 | Time: 2658.81 ms
[2021-01-21 13:56:37 main:574] : INFO : Epoch 1672 | loss: 0.0311845 | val_loss: 0.0311841 | Time: 2626.47 ms
[2021-01-21 13:56:40 main:574] : INFO : Epoch 1673 | loss: 0.0311823 | val_loss: 0.0311812 | Time: 2703.42 ms
[2021-01-21 13:56:43 main:574] : INFO : Epoch 1674 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 2723.71 ms
[2021-01-21 13:56:46 main:574] : INFO : Epoch 1675 | loss: 0.0311791 | val_loss: 0.0311786 | Time: 2675.67 ms
[2021-01-21 13:56:48 main:574] : INFO : Epoch 1676 | loss: 0.0311785 | val_loss: 0.0311826 | Time: 2619.05 ms
[2021-01-21 13:56:51 main:574] : INFO : Epoch 1677 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 2808.25 ms
[2021-01-21 13:56:54 main:574] : INFO : Epoch 1678 | loss: 0.0311805 | val_loss: 0.0311784 | Time: 2741.1 ms
[2021-01-21 13:56:57 main:574] : INFO : Epoch 1679 | loss: 0.031177 | val_loss: 0.0311789 | Time: 2682.25 ms
[2021-01-21 13:57:00 main:574] : INFO : Epoch 1680 | loss: 0.0311766 | val_loss: 0.031178 | Time: 2685.14 ms
[2021-01-21 13:57:02 main:574] : INFO : Epoch 1681 | loss: 0.0311758 | val_loss: 0.0311774 | Time: 2591.09 ms
[2021-01-21 13:57:05 main:574] : INFO : Epoch 1682 | loss: 0.0311768 | val_loss: 0.0311773 | Time: 2727.2 ms
[2021-01-21 13:57:08 main:574] : INFO : Epoch 1683 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 2730.53 ms
[2021-01-21 13:57:11 main:574] : INFO : Epoch 1684 | loss: 0.0311756 | val_loss: 0.0311766 | Time: 2650.86 ms
[2021-01-21 13:57:14 main:574] : INFO : Epoch 1685 | loss: 0.0311768 | val_loss: 0.0311786 | Time: 2735.55 ms
[2021-01-21 13:57:16 main:574] : INFO : Epoch 1686 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 2700 ms
[2021-01-21 13:57:19 main:574] : INFO : Epoch 1687 | loss: 0.0311769 | val_loss: 0.0311763 | Time: 2774.83 ms
[2021-01-21 13:57:22 main:574] : INFO : Epoch 1688 | loss: 0.031176 | val_loss: 0.0311772 | Time: 2824.68 ms
[2021-01-21 13:57:25 main:574] : INFO : Epoch 1689 | loss: 0.0311761 | val_loss: 0.031186 | Time: 2789.28 ms
[2021-01-21 13:57:28 main:574] : INFO : Epoch 1690 | loss: 0.0311766 | val_loss: 0.0311815 | Time: 2737.57 ms
[2021-01-21 13:57:31 main:574] : INFO : Epoch 1691 | loss: 0.0311764 | val_loss: 0.0311828 | Time: 2746.46 ms
[2021-01-21 13:57:34 main:574] : INFO : Epoch 1692 | loss: 0.0311781 | val_loss: 0.0311857 | Time: 2756.37 ms
[2021-01-21 13:57:37 main:574] : INFO : Epoch 1693 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 2619 ms
[2021-01-21 13:57:40 main:574] : INFO : Epoch 1694 | loss: 0.0311738 | val_loss: 0.0311777 | Time: 2638.45 ms
[2021-01-21 13:57:42 main:574] : INFO : Epoch 1695 | loss: 0.0311748 | val_loss: 0.0311805 | Time: 2715.18 ms
[2021-01-21 13:57:45 main:574] : INFO : Epoch 1696 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 2670.22 ms
[2021-01-21 13:57:48 main:574] : INFO : Epoch 1697 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 2749.35 ms
[2021-01-21 13:57:51 main:574] : INFO : Epoch 1698 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 2692.25 ms
[2021-01-21 13:57:54 main:574] : INFO : Epoch 1699 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 2754.58 ms
[2021-01-21 13:57:56 main:574] : INFO : Epoch 1700 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 2685.09 ms
[2021-01-21 13:57:59 main:574] : INFO : Epoch 1701 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 2624.95 ms
[2021-01-21 13:58:02 main:574] : INFO : Epoch 1702 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 2729.79 ms
[2021-01-21 13:58:05 main:574] : INFO : Epoch 1703 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 2612.27 ms
[2021-01-21 13:58:07 main:574] : INFO : Epoch 1704 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 2684.94 ms
[2021-01-21 13:58:10 main:574] : INFO : Epoch 1705 | loss: 0.0311715 | val_loss: 0.0311811 | Time: 2691.58 ms
[2021-01-21 13:58:13 main:574] : INFO : Epoch 1706 | loss: 0.0311723 | val_loss: 0.0311801 | Time: 2727.19 ms
[2021-01-21 13:58:16 main:574] : INFO : Epoch 1707 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 2809.4 ms
[2021-01-21 13:58:19 main:574] : INFO : Epoch 1708 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 2705.88 ms
[2021-01-21 13:58:22 main:574] : INFO : Epoch 1709 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 2776.96 ms
[2021-01-21 13:58:24 main:574] : INFO : Epoch 1710 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 2752.26 ms
[2021-01-21 13:58:27 main:574] : INFO : Epoch 1711 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 2630.78 ms
[2021-01-21 13:58:30 main:574] : INFO : Epoch 1712 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 2628.99 ms
[2021-01-21 13:58:33 main:574] : INFO : Epoch 1713 | loss: 0.0311712 | val_loss: 0.031175 | Time: 2705.27 ms
[2021-01-21 13:58:35 main:574] : INFO : Epoch 1714 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 2647.03 ms
[2021-01-21 13:58:38 main:574] : INFO : Epoch 1715 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 2636.77 ms
[2021-01-21 13:58:41 main:574] : INFO : Epoch 1716 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 2632.9 ms
[2021-01-21 13:58:44 main:574] : INFO : Epoch 1717 | loss: 0.0311705 | val_loss: 0.031177 | Time: 2838.32 ms
[2021-01-21 13:58:47 main:574] : INFO : Epoch 1718 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 2705.64 ms
[2021-01-21 13:58:50 main:574] : INFO : Epoch 1719 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 2697.5 ms
[2021-01-21 13:58:52 main:574] : INFO : Epoch 1720 | loss: 0.0311696 | val_loss: 0.0311763 | Time: 2730.17 ms
[2021-01-21 13:58:55 main:574] : INFO : Epoch 1721 | loss: 0.0311701 | val_loss: 0.0311816 | Time: 2737.75 ms
[2021-01-21 13:58:58 main:574] : INFO : Epoch 1722 | loss: 0.0311707 | val_loss: 0.0311808 | Time: 2621.09 ms
[2021-01-21 13:59:01 main:574] : INFO : Epoch 1723 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 2653.8 ms
[2021-01-21 13:59:03 main:574] : INFO : Epoch 1724 | loss: 0.0311702 | val_loss: 0.0311817 | Time: 2688.83 ms
[2021-01-21 13:59:06 main:574] : INFO : Epoch 1725 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 2676.34 ms
[2021-01-21 13:59:09 main:574] : INFO : Epoch 1726 | loss: 0.03117 | val_loss: 0.0311753 | Time: 2712.28 ms
[2021-01-21 13:59:12 main:574] : INFO : Epoch 1727 | loss: 0.0311723 | val_loss: 0.0311751 | Time: 2712.19 ms
[2021-01-21 13:59:14 main:574] : INFO : Epoch 1728 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 2655.51 ms
[2021-01-21 13:59:17 main:574] : INFO : Epoch 1729 | loss: 0.0311715 | val_loss: 0.0311743 | Time: 2774.67 ms
[2021-01-21 13:59:20 main:574] : INFO : Epoch 1730 | loss: 0.0311699 | val_loss: 0.0311778 | Time: 2562.77 ms
[2021-01-21 13:59:23 main:574] : INFO : Epoch 1731 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 2588.7 ms
[2021-01-21 13:59:25 main:574] : INFO : Epoch 1732 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 2739.88 ms
[2021-01-21 13:59:28 main:574] : INFO : Epoch 1733 | loss: 0.0311708 | val_loss: 0.031178 | Time: 2684.99 ms
[2021-01-21 13:59:31 main:574] : INFO : Epoch 1734 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 2598.01 ms
[2021-01-21 13:59:34 main:574] : INFO : Epoch 1735 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 2770.64 ms
[2021-01-21 13:59:37 main:574] : INFO : Epoch 1736 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 2586.69 ms
[2021-01-21 13:59:39 main:574] : INFO : Epoch 1737 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 2637.36 ms
[2021-01-21 13:59:42 main:574] : INFO : Epoch 1738 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 2750.57 ms
[2021-01-21 13:59:45 main:574] : INFO : Epoch 1739 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2785.54 ms
[2021-01-21 13:59:48 main:574] : INFO : Epoch 1740 | loss: 0.0311674 | val_loss: 0.0311813 | Time: 2715.85 ms
[2021-01-21 13:59:51 main:574] : INFO : Epoch 1741 | loss: 0.0311731 | val_loss: 0.0311745 | Time: 2747.78 ms
[2021-01-21 13:59:53 main:574] : INFO : Epoch 1742 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 2660.7 ms
[2021-01-21 13:59:56 main:574] : INFO : Epoch 1743 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 2623.14 ms
[2021-01-21 13:59:59 main:574] : INFO : Epoch 1744 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 2741.63 ms
[2021-01-21 14:00:02 main:574] : INFO : Epoch 1745 | loss: 0.031173 | val_loss: 0.0311781 | Time: 2638.89 ms
[2021-01-21 14:00:04 main:574] : INFO : Epoch 1746 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 2745.2 ms
[2021-01-21 14:00:07 main:574] : INFO : Epoch 1747 | loss: 0.0311686 | val_loss: 0.0311784 | Time: 2747.22 ms
[2021-01-21 14:00:10 main:574] : INFO : Epoch 1748 | loss: 0.0311694 | val_loss: 0.031175 | Time: 2566.09 ms
[2021-01-21 14:00:13 main:574] : INFO : Epoch 1749 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 2740.46 ms
[2021-01-21 14:00:16 main:574] : INFO : Epoch 1750 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 2631.77 ms
[2021-01-21 14:00:18 main:574] : INFO : Epoch 1751 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 2629.01 ms
[2021-01-21 14:00:21 main:574] : INFO : Epoch 1752 | loss: 0.0311705 | val_loss: 0.0311744 | Time: 2688.47 ms
[2021-01-21 14:00:24 main:574] : INFO : Epoch 1753 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 2646.94 ms
[2021-01-21 14:00:27 main:574] : INFO : Epoch 1754 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 2681.69 ms
[2021-01-21 14:00:29 main:574] : INFO : Epoch 1755 | loss: 0.0311697 | val_loss: 0.0311754 | Time: 2738.37 ms
[2021-01-21 14:00:32 main:574] : INFO : Epoch 1756 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 2773.03 ms
[2021-01-21 14:00:35 main:574] : INFO : Epoch 1757 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 2707.9 ms
[2021-01-21 14:00:38 main:574] : INFO : Epoch 1758 | loss: 0.0311708 | val_loss: 0.0311804 | Time: 2625.14 ms
[2021-01-21 14:00:41 main:574] : INFO : Epoch 1759 | loss: 0.0311729 | val_loss: 0.0311742 | Time: 2771.28 ms
[2021-01-21 14:00:44 main:574] : INFO : Epoch 1760 | loss: 0.0311734 | val_loss: 0.0311737 | Time: 2683.52 ms
[2021-01-21 14:00:46 main:574] : INFO : Epoch 1761 | loss: 0.031169 | val_loss: 0.0311771 | Time: 2637.47 ms
[2021-01-21 14:00:49 main:574] : INFO : Epoch 1762 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 2664.43 ms
[2021-01-21 14:00:52 main:574] : INFO : Epoch 1763 | loss: 0.0311708 | val_loss: 0.0311753 | Time: 2747.46 ms
[2021-01-21 14:00:55 main:574] : INFO : Epoch 1764 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 2703.26 ms
[2021-01-21 14:00:57 main:574] : INFO : Epoch 1765 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 2688.98 ms
[2021-01-21 14:01:00 main:574] : INFO : Epoch 1766 | loss: 0.0311722 | val_loss: 0.0311804 | Time: 2649.25 ms
[2021-01-21 14:01:03 main:574] : INFO : Epoch 1767 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 2660.25 ms
[2021-01-21 14:01:06 main:574] : INFO : Epoch 1768 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 2807.63 ms
[2021-01-21 14:01:09 main:574] : INFO : Epoch 1769 | loss: 0.0311746 | val_loss: 0.0311768 | Time: 2678.48 ms
[2021-01-21 14:01:11 main:574] : INFO : Epoch 1770 | loss: 0.0311736 | val_loss: 0.031176 | Time: 2612.42 ms
[2021-01-21 14:01:14 main:574] : INFO : Epoch 1771 | loss: 0.031174 | val_loss: 0.0311841 | Time: 2643.68 ms
[2021-01-21 14:01:17 main:574] : INFO : Epoch 1772 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 2672.01 ms
[2021-01-21 14:01:20 main:574] : INFO : Epoch 1773 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 2711.91 ms
[2021-01-21 14:01:22 main:574] : INFO : Epoch 1774 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 2681.71 ms
[2021-01-21 14:01:25 main:574] : INFO : Epoch 1775 | loss: 0.0311744 | val_loss: 0.031183 | Time: 2618.47 ms
[2021-01-21 14:01:28 main:574] : INFO : Epoch 1776 | loss: 0.0311739 | val_loss: 0.0311765 | Time: 2631.63 ms
[2021-01-21 14:01:30 main:574] : INFO : Epoch 1777 | loss: 0.0311728 | val_loss: 0.0311739 | Time: 2604.59 ms
[2021-01-21 14:01:33 main:574] : INFO : Epoch 1778 | loss: 0.0311719 | val_loss: 0.0311827 | Time: 2609.71 ms
[2021-01-21 14:01:36 main:574] : INFO : Epoch 1779 | loss: 0.0311717 | val_loss: 0.0311728 | Time: 2624.47 ms
[2021-01-21 14:01:39 main:574] : INFO : Epoch 1780 | loss: 0.0311691 | val_loss: 0.0311739 | Time: 2771.72 ms
[2021-01-21 14:01:41 main:574] : INFO : Epoch 1781 | loss: 0.0311708 | val_loss: 0.0311733 | Time: 2671.16 ms
[2021-01-21 14:01:44 main:574] : INFO : Epoch 1782 | loss: 0.03117 | val_loss: 0.0311743 | Time: 2680.87 ms
[2021-01-21 14:01:47 main:574] : INFO : Epoch 1783 | loss: 0.0311706 | val_loss: 0.0311749 | Time: 2669.95 ms
[2021-01-21 14:01:50 main:574] : INFO : Epoch 1784 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 2648.64 ms
[2021-01-21 14:01:52 main:574] : INFO : Epoch 1785 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 2675.84 ms
[2021-01-21 14:01:55 main:574] : INFO : Epoch 1786 | loss: 0.0311692 | val_loss: 0.0311754 | Time: 2673.46 ms
[2021-01-21 14:01:59 main:574] : INFO : Epoch 1787 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 3418.54 ms
[2021-01-21 14:02:02 main:574] : INFO : Epoch 1788 | loss: 0.0311673 | val_loss: 0.0311739 | Time: 2713.04 ms
[2021-01-21 14:02:04 main:574] : INFO : Epoch 1789 | loss: 0.031167 | val_loss: 0.0311753 | Time: 2670.01 ms
[2021-01-21 14:02:07 main:574] : INFO : Epoch 1790 | loss: 0.0311691 | val_loss: 0.0311785 | Time: 2669.35 ms
[2021-01-21 14:02:10 main:574] : INFO : Epoch 1791 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 2676.12 ms
[2021-01-21 14:02:13 main:574] : INFO : Epoch 1792 | loss: 0.0311695 | val_loss: 0.031174 | Time: 2567.09 ms
[2021-01-21 14:02:15 main:574] : INFO : Epoch 1793 | loss: 0.0311674 | val_loss: 0.0311728 | Time: 2502.66 ms
[2021-01-21 14:02:18 main:574] : INFO : Epoch 1794 | loss: 0.0311693 | val_loss: 0.031172 | Time: 2641.5 ms
[2021-01-21 14:02:21 main:574] : INFO : Epoch 1795 | loss: 0.0311687 | val_loss: 0.0311748 | Time: 2657.45 ms
[2021-01-21 14:02:23 main:574] : INFO : Epoch 1796 | loss: 0.0311675 | val_loss: 0.0311736 | Time: 2684.98 ms
[2021-01-21 14:02:26 main:574] : INFO : Epoch 1797 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 2769.75 ms
[2021-01-21 14:02:29 main:574] : INFO : Epoch 1798 | loss: 0.0311675 | val_loss: 0.0311757 | Time: 2653.32 ms
[2021-01-21 14:02:32 main:574] : INFO : Epoch 1799 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 2620.78 ms
[2021-01-21 14:02:34 main:574] : INFO : Epoch 1800 | loss: 0.0311668 | val_loss: 0.0311734 | Time: 2747.38 ms
[2021-01-21 14:02:37 main:574] : INFO : Epoch 1801 | loss: 0.0311658 | val_loss: 0.0311745 | Time: 2643.43 ms
[2021-01-21 14:02:40 main:574] : INFO : Epoch 1802 | loss: 0.0311669 | val_loss: 0.0311748 | Time: 2668.21 ms
[2021-01-21 14:02:43 main:574] : INFO : Epoch 1803 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 2713.02 ms
[2021-01-21 14:02:45 main:574] : INFO : Epoch 1804 | loss: 0.0311657 | val_loss: 0.031176 | Time: 2699.25 ms
[2021-01-21 14:02:48 main:574] : INFO : Epoch 1805 | loss: 0.031168 | val_loss: 0.0311825 | Time: 2644.5 ms
[2021-01-21 14:02:51 main:574] : INFO : Epoch 1806 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 2768 ms
[2021-01-21 14:02:54 main:574] : INFO : Epoch 1807 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 2611.15 ms
[2021-01-21 14:02:56 main:574] : INFO : Epoch 1808 | loss: 0.0311668 | val_loss: 0.0311808 | Time: 2606.7 ms
[2021-01-21 14:02:59 main:574] : INFO : Epoch 1809 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 2568.84 ms
[2021-01-21 14:03:02 main:574] : INFO : Epoch 1810 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 2699.36 ms
[2021-01-21 14:03:05 main:574] : INFO : Epoch 1811 | loss: 0.0311666 | val_loss: 0.0311753 | Time: 2774 ms
[2021-01-21 14:03:07 main:574] : INFO : Epoch 1812 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 2606.42 ms
[2021-01-21 14:03:10 main:574] : INFO : Epoch 1813 | loss: 0.0311643 | val_loss: 0.0311757 | Time: 2765.98 ms
[2021-01-21 14:03:13 main:574] : INFO : Epoch 1814 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 2637.38 ms
[2021-01-21 14:03:16 main:574] : INFO : Epoch 1815 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 2681.88 ms
[2021-01-21 14:03:18 main:574] : INFO : Epoch 1816 | loss: 0.0311657 | val_loss: 0.0311724 | Time: 2672.24 ms
[2021-01-21 14:03:21 main:574] : INFO : Epoch 1817 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 2735.11 ms
[2021-01-21 14:03:24 main:574] : INFO : Epoch 1818 | loss: 0.0311732 | val_loss: 0.031195 | Time: 2765.89 ms
[2021-01-21 14:03:27 main:574] : INFO : Epoch 1819 | loss: 0.0311736 | val_loss: 0.0311731 | Time: 2689.56 ms
[2021-01-21 14:03:29 main:574] : INFO : Epoch 1820 | loss: 0.0311718 | val_loss: 0.0311748 | Time: 2641.9 ms
[2021-01-21 14:03:32 main:574] : INFO : Epoch 1821 | loss: 0.0311705 | val_loss: 0.0311729 | Time: 2690.87 ms
[2021-01-21 14:03:35 main:574] : INFO : Epoch 1822 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 2672.89 ms
[2021-01-21 14:03:38 main:574] : INFO : Epoch 1823 | loss: 0.0311704 | val_loss: 0.031175 | Time: 2554.09 ms
[2021-01-21 14:03:40 main:574] : INFO : Epoch 1824 | loss: 0.031174 | val_loss: 0.0311818 | Time: 2769.41 ms
[2021-01-21 14:03:43 main:574] : INFO : Epoch 1825 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 2557.58 ms
[2021-01-21 14:03:46 main:574] : INFO : Epoch 1826 | loss: 0.0311693 | val_loss: 0.031174 | Time: 2734.9 ms
[2021-01-21 14:03:49 main:574] : INFO : Epoch 1827 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 2653.36 ms
[2021-01-21 14:03:52 main:574] : INFO : Epoch 1828 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 2671.98 ms
[2021-01-21 14:03:55 main:574] : INFO : Epoch 1829 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 2677.61 ms
[2021-01-21 14:03:57 main:574] : INFO : Epoch 1830 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 2647.38 ms
[2021-01-21 14:04:00 main:574] : INFO : Epoch 1831 | loss: 0.0311686 | val_loss: 0.0311757 | Time: 2648.94 ms
[2021-01-21 14:04:03 main:574] : INFO : Epoch 1832 | loss: 0.031172 | val_loss: 0.0311801 | Time: 2604.81 ms
[2021-01-21 14:04:05 main:574] : INFO : Epoch 1833 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 2681.46 ms
[2021-01-21 14:04:08 main:574] : INFO : Epoch 1834 | loss: 0.0311686 | val_loss: 0.031177 | Time: 2871.52 ms
[2021-01-21 14:04:11 main:574] : INFO : Epoch 1835 | loss: 0.0311685 | val_loss: 0.0311765 | Time: 2646.44 ms
[2021-01-21 14:04:14 main:574] : INFO : Epoch 1836 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 2658.14 ms
[2021-01-21 14:04:17 main:574] : INFO : Epoch 1837 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 2634.01 ms
[2021-01-21 14:04:19 main:574] : INFO : Epoch 1838 | loss: 0.0311688 | val_loss: 0.0311749 | Time: 2641.37 ms
[2021-01-21 14:04:22 main:574] : INFO : Epoch 1839 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 2733.61 ms
[2021-01-21 14:04:25 main:574] : INFO : Epoch 1840 | loss: 0.0311656 | val_loss: 0.0311717 | Time: 2606.73 ms
[2021-01-21 14:04:28 main:574] : INFO : Epoch 1841 | loss: 0.0311651 | val_loss: 0.0311714 | Time: 2582.73 ms
[2021-01-21 14:04:30 main:574] : INFO : Epoch 1842 | loss: 0.0311657 | val_loss: 0.031173 | Time: 2710.23 ms
[2021-01-21 14:04:33 main:574] : INFO : Epoch 1843 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 2589.94 ms
[2021-01-21 14:04:36 main:574] : INFO : Epoch 1844 | loss: 0.0311651 | val_loss: 0.0311726 | Time: 2667.48 ms
[2021-01-21 14:04:39 main:574] : INFO : Epoch 1845 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 2586.45 ms
[2021-01-21 14:04:41 main:574] : INFO : Epoch 1846 | loss: 0.0311649 | val_loss: 0.031172 | Time: 2712.49 ms
[2021-01-21 14:04:44 main:574] : INFO : Epoch 1847 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 2619.66 ms
[2021-01-21 14:04:47 main:574] : INFO : Epoch 1848 | loss: 0.0311649 | val_loss: 0.0311723 | Time: 2501.24 ms
[2021-01-21 14:04:49 main:574] : INFO : Epoch 1849 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 2635.9 ms
[2021-01-21 14:04:52 main:574] : INFO : Epoch 1850 | loss: 0.031165 | val_loss: 0.0311718 | Time: 2595.3 ms
[2021-01-21 14:04:55 main:574] : INFO : Epoch 1851 | loss: 0.0311651 | val_loss: 0.0311736 | Time: 2715.11 ms
[2021-01-21 14:04:58 main:574] : INFO : Epoch 1852 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 2702.76 ms
[2021-01-21 14:05:00 main:574] : INFO : Epoch 1853 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 2656.12 ms
[2021-01-21 14:05:03 main:574] : INFO : Epoch 1854 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 2728.31 ms
[2021-01-21 14:05:06 main:574] : INFO : Epoch 1855 | loss: 0.0311644 | val_loss: 0.0311719 | Time: 2740.75 ms
[2021-01-21 14:05:09 main:574] : INFO : Epoch 1856 | loss: 0.0311634 | val_loss: 0.0311711 | Time: 2732.06 ms
[2021-01-21 14:05:11 main:574] : INFO : Epoch 1857 | loss: 0.031165 | val_loss: 0.0311706 | Time: 2685.85 ms
[2021-01-21 14:05:14 main:574] : INFO : Epoch 1858 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 2590.94 ms
[2021-01-21 14:05:17 main:574] : INFO : Epoch 1859 | loss: 0.0311666 | val_loss: 0.0311699 | Time: 2630.33 ms
[2021-01-21 14:05:20 main:574] : INFO : Epoch 1860 | loss: 0.0311635 | val_loss: 0.0311701 | Time: 2681.2 ms
[2021-01-21 14:05:22 main:574] : INFO : Epoch 1861 | loss: 0.0311631 | val_loss: 0.0311716 | Time: 2665.18 ms
[2021-01-21 14:05:25 main:574] : INFO : Epoch 1862 | loss: 0.0311644 | val_loss: 0.031172 | Time: 2672.92 ms
[2021-01-21 14:05:28 main:574] : INFO : Epoch 1863 | loss: 0.0311645 | val_loss: 0.031174 | Time: 2719.27 ms
[2021-01-21 14:05:31 main:574] : INFO : Epoch 1864 | loss: 0.0311723 | val_loss: 0.0311723 | Time: 2638.23 ms
[2021-01-21 14:05:34 main:574] : INFO : Epoch 1865 | loss: 0.0311644 | val_loss: 0.031177 | Time: 2682.63 ms
[2021-01-21 14:05:36 main:574] : INFO : Epoch 1866 | loss: 0.0311658 | val_loss: 0.031177 | Time: 2615.28 ms
[2021-01-21 14:05:39 main:574] : INFO : Epoch 1867 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 2638.89 ms
[2021-01-21 14:05:42 main:574] : INFO : Epoch 1868 | loss: 0.0311627 | val_loss: 0.031171 | Time: 2702.93 ms
[2021-01-21 14:05:45 main:574] : INFO : Epoch 1869 | loss: 0.0311623 | val_loss: 0.0311776 | Time: 2595.89 ms
[2021-01-21 14:05:47 main:574] : INFO : Epoch 1870 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 2628.97 ms
[2021-01-21 14:05:50 main:574] : INFO : Epoch 1871 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 2670.4 ms
[2021-01-21 14:05:53 main:574] : INFO : Epoch 1872 | loss: 0.0311619 | val_loss: 0.0311725 | Time: 2695.86 ms
[2021-01-21 14:05:56 main:574] : INFO : Epoch 1873 | loss: 0.0311615 | val_loss: 0.0311737 | Time: 2646.9 ms
[2021-01-21 14:05:58 main:574] : INFO : Epoch 1874 | loss: 0.0311607 | val_loss: 0.0311721 | Time: 2651 ms
[2021-01-21 14:06:01 main:574] : INFO : Epoch 1875 | loss: 0.031161 | val_loss: 0.0311733 | Time: 2715.46 ms
[2021-01-21 14:06:04 main:574] : INFO : Epoch 1876 | loss: 0.0311626 | val_loss: 0.0311752 | Time: 2669.97 ms
[2021-01-21 14:06:07 main:574] : INFO : Epoch 1877 | loss: 0.0311621 | val_loss: 0.0311821 | Time: 2699.3 ms
[2021-01-21 14:06:10 main:574] : INFO : Epoch 1878 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 2612.74 ms
[2021-01-21 14:06:12 main:574] : INFO : Epoch 1879 | loss: 0.0311627 | val_loss: 0.031172 | Time: 2642.64 ms
[2021-01-21 14:06:15 main:574] : INFO : Epoch 1880 | loss: 0.0311609 | val_loss: 0.0311722 | Time: 2599.08 ms
[2021-01-21 14:06:18 main:574] : INFO : Epoch 1881 | loss: 0.0311612 | val_loss: 0.0311742 | Time: 2618.1 ms
[2021-01-21 14:06:21 main:574] : INFO : Epoch 1882 | loss: 0.0311623 | val_loss: 0.0311769 | Time: 2669.96 ms
[2021-01-21 14:06:23 main:574] : INFO : Epoch 1883 | loss: 0.0311647 | val_loss: 0.0311783 | Time: 2724.03 ms
[2021-01-21 14:06:26 main:574] : INFO : Epoch 1884 | loss: 0.0311616 | val_loss: 0.031172 | Time: 2818.57 ms
[2021-01-21 14:06:29 main:574] : INFO : Epoch 1885 | loss: 0.0311598 | val_loss: 0.031171 | Time: 2650.4 ms
[2021-01-21 14:06:32 main:574] : INFO : Epoch 1886 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 2671.91 ms
[2021-01-21 14:06:35 main:574] : INFO : Epoch 1887 | loss: 0.0311609 | val_loss: 0.0311762 | Time: 2608.87 ms
[2021-01-21 14:06:37 main:574] : INFO : Epoch 1888 | loss: 0.0311611 | val_loss: 0.0311717 | Time: 2716.75 ms
[2021-01-21 14:06:40 main:574] : INFO : Epoch 1889 | loss: 0.0311602 | val_loss: 0.0311798 | Time: 2672.22 ms
[2021-01-21 14:06:43 main:574] : INFO : Epoch 1890 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 2766.96 ms
[2021-01-21 14:06:46 main:574] : INFO : Epoch 1891 | loss: 0.0311597 | val_loss: 0.0311704 | Time: 2767.1 ms
[2021-01-21 14:06:48 main:574] : INFO : Epoch 1892 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 2650.51 ms
[2021-01-21 14:06:51 main:574] : INFO : Epoch 1893 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 2731.07 ms
[2021-01-21 14:06:54 main:574] : INFO : Epoch 1894 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 2679.52 ms
[2021-01-21 14:06:57 main:574] : INFO : Epoch 1895 | loss: 0.0311603 | val_loss: 0.0311709 | Time: 2573.98 ms
[2021-01-21 14:07:00 main:574] : INFO : Epoch 1896 | loss: 0.0311601 | val_loss: 0.0311704 | Time: 2730.37 ms
[2021-01-21 14:07:02 main:574] : INFO : Epoch 1897 | loss: 0.0311604 | val_loss: 0.0311712 | Time: 2651.1 ms
[2021-01-21 14:07:05 main:574] : INFO : Epoch 1898 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 2663 ms
[2021-01-21 14:07:08 main:574] : INFO : Epoch 1899 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 2670.21 ms
[2021-01-21 14:07:11 main:574] : INFO : Epoch 1900 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 2735.03 ms
[2021-01-21 14:07:14 main:574] : INFO : Epoch 1901 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 2607.41 ms
[2021-01-21 14:07:16 main:574] : INFO : Epoch 1902 | loss: 0.0311613 | val_loss: 0.0311696 | Time: 2742.46 ms
[2021-01-21 14:07:19 main:574] : INFO : Epoch 1903 | loss: 0.0311606 | val_loss: 0.0311713 | Time: 2678.52 ms
[2021-01-21 14:07:22 main:574] : INFO : Epoch 1904 | loss: 0.0311601 | val_loss: 0.0311708 | Time: 2589.82 ms
[2021-01-21 14:07:25 main:574] : INFO : Epoch 1905 | loss: 0.031161 | val_loss: 0.0311703 | Time: 2679.55 ms
[2021-01-21 14:07:27 main:574] : INFO : Epoch 1906 | loss: 0.031162 | val_loss: 0.0311786 | Time: 2747.59 ms
[2021-01-21 14:07:30 main:574] : INFO : Epoch 1907 | loss: 0.031172 | val_loss: 0.0311827 | Time: 2699.73 ms
[2021-01-21 14:07:33 main:574] : INFO : Epoch 1908 | loss: 0.0311679 | val_loss: 0.0311769 | Time: 2627.36 ms
[2021-01-21 14:07:36 main:574] : INFO : Epoch 1909 | loss: 0.031165 | val_loss: 0.0311769 | Time: 2618.93 ms
[2021-01-21 14:07:39 main:574] : INFO : Epoch 1910 | loss: 0.0311628 | val_loss: 0.0311748 | Time: 2582.32 ms
[2021-01-21 14:07:41 main:574] : INFO : Epoch 1911 | loss: 0.0311636 | val_loss: 0.0311816 | Time: 2746.39 ms
[2021-01-21 14:07:44 main:574] : INFO : Epoch 1912 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 2678.62 ms
[2021-01-21 14:07:47 main:574] : INFO : Epoch 1913 | loss: 0.0311652 | val_loss: 0.0311777 | Time: 2668.6 ms
[2021-01-21 14:07:50 main:574] : INFO : Epoch 1914 | loss: 0.0311632 | val_loss: 0.0311802 | Time: 2672.23 ms
[2021-01-21 14:07:52 main:574] : INFO : Epoch 1915 | loss: 0.0311624 | val_loss: 0.0311723 | Time: 2796.19 ms
[2021-01-21 14:07:55 main:574] : INFO : Epoch 1916 | loss: 0.0311632 | val_loss: 0.0311722 | Time: 2709.51 ms
[2021-01-21 14:07:58 main:574] : INFO : Epoch 1917 | loss: 0.031162 | val_loss: 0.0311722 | Time: 2657.64 ms
[2021-01-21 14:08:01 main:574] : INFO : Epoch 1918 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 2628.79 ms
[2021-01-21 14:08:03 main:574] : INFO : Epoch 1919 | loss: 0.0311616 | val_loss: 0.031174 | Time: 2608.66 ms
[2021-01-21 14:08:06 main:574] : INFO : Epoch 1920 | loss: 0.0311622 | val_loss: 0.0311705 | Time: 2667.21 ms
[2021-01-21 14:08:09 main:574] : INFO : Epoch 1921 | loss: 0.031161 | val_loss: 0.0311732 | Time: 2745.93 ms
[2021-01-21 14:08:12 main:574] : INFO : Epoch 1922 | loss: 0.031166 | val_loss: 0.0311765 | Time: 2758.66 ms
[2021-01-21 14:08:15 main:574] : INFO : Epoch 1923 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 2788.74 ms
[2021-01-21 14:08:18 main:574] : INFO : Epoch 1924 | loss: 0.0311618 | val_loss: 0.0311703 | Time: 2670.53 ms
[2021-01-21 14:08:20 main:574] : INFO : Epoch 1925 | loss: 0.0311606 | val_loss: 0.031172 | Time: 2679.11 ms
[2021-01-21 14:08:23 main:574] : INFO : Epoch 1926 | loss: 0.03116 | val_loss: 0.031172 | Time: 2698.67 ms
[2021-01-21 14:08:26 main:574] : INFO : Epoch 1927 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 2617.51 ms
[2021-01-21 14:08:28 main:574] : INFO : Epoch 1928 | loss: 0.0311596 | val_loss: 0.0311737 | Time: 2616.22 ms
[2021-01-21 14:08:31 main:574] : INFO : Epoch 1929 | loss: 0.0311615 | val_loss: 0.0311703 | Time: 2528.45 ms
[2021-01-21 14:08:34 main:574] : INFO : Epoch 1930 | loss: 0.0311595 | val_loss: 0.03117 | Time: 2705.52 ms
[2021-01-21 14:08:36 main:574] : INFO : Epoch 1931 | loss: 0.0311605 | val_loss: 0.0311739 | Time: 2598.36 ms
[2021-01-21 14:08:39 main:574] : INFO : Epoch 1932 | loss: 0.0311584 | val_loss: 0.0311714 | Time: 2597.39 ms
[2021-01-21 14:08:42 main:574] : INFO : Epoch 1933 | loss: 0.0311606 | val_loss: 0.0311718 | Time: 2656.64 ms
[2021-01-21 14:08:45 main:574] : INFO : Epoch 1934 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 2684.13 ms
[2021-01-21 14:08:47 main:574] : INFO : Epoch 1935 | loss: 0.0311593 | val_loss: 0.0311705 | Time: 2666.08 ms
[2021-01-21 14:08:50 main:574] : INFO : Epoch 1936 | loss: 0.0311586 | val_loss: 0.031171 | Time: 2584.53 ms
[2021-01-21 14:08:53 main:574] : INFO : Epoch 1937 | loss: 0.0311607 | val_loss: 0.0311775 | Time: 2655.45 ms
[2021-01-21 14:08:55 main:574] : INFO : Epoch 1938 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 2602.17 ms
[2021-01-21 14:08:58 main:574] : INFO : Epoch 1939 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 2673.43 ms
[2021-01-21 14:09:01 main:574] : INFO : Epoch 1940 | loss: 0.0311607 | val_loss: 0.0311739 | Time: 2586.53 ms
[2021-01-21 14:09:03 main:574] : INFO : Epoch 1941 | loss: 0.0311628 | val_loss: 0.0311778 | Time: 2599.79 ms
[2021-01-21 14:09:06 main:574] : INFO : Epoch 1942 | loss: 0.0311643 | val_loss: 0.0311711 | Time: 2640.12 ms
[2021-01-21 14:09:09 main:574] : INFO : Epoch 1943 | loss: 0.0311618 | val_loss: 0.0311761 | Time: 2703.27 ms
[2021-01-21 14:09:12 main:574] : INFO : Epoch 1944 | loss: 0.031165 | val_loss: 0.0311711 | Time: 2827.43 ms
[2021-01-21 14:09:15 main:574] : INFO : Epoch 1945 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 2707.21 ms
[2021-01-21 14:09:17 main:574] : INFO : Epoch 1946 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 2662.12 ms
[2021-01-21 14:09:20 main:574] : INFO : Epoch 1947 | loss: 0.0311647 | val_loss: 0.031172 | Time: 2652.99 ms
[2021-01-21 14:09:23 main:574] : INFO : Epoch 1948 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 2712.67 ms
[2021-01-21 14:09:26 main:574] : INFO : Epoch 1949 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 2603.79 ms
[2021-01-21 14:09:28 main:574] : INFO : Epoch 1950 | loss: 0.0311681 | val_loss: 0.0311667 | Time: 2633.97 ms
[2021-01-21 14:09:31 main:574] : INFO : Epoch 1951 | loss: 0.0311743 | val_loss: 0.031175 | Time: 2769.79 ms
[2021-01-21 14:09:34 main:574] : INFO : Epoch 1952 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 2633.6 ms
[2021-01-21 14:09:37 main:574] : INFO : Epoch 1953 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 2673.11 ms
[2021-01-21 14:09:39 main:574] : INFO : Epoch 1954 | loss: 0.0311762 | val_loss: 0.0311768 | Time: 2635.88 ms
[2021-01-21 14:09:42 main:574] : INFO : Epoch 1955 | loss: 0.031174 | val_loss: 0.0311766 | Time: 2774.41 ms
[2021-01-21 14:09:45 main:574] : INFO : Epoch 1956 | loss: 0.0311736 | val_loss: 0.0311753 | Time: 2570.79 ms
[2021-01-21 14:09:48 main:574] : INFO : Epoch 1957 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 2686.03 ms
[2021-01-21 14:09:51 main:574] : INFO : Epoch 1958 | loss: 0.031172 | val_loss: 0.0311782 | Time: 2685.9 ms
[2021-01-21 14:09:53 main:574] : INFO : Epoch 1959 | loss: 0.0311735 | val_loss: 0.031179 | Time: 2815.18 ms
[2021-01-21 14:09:56 main:574] : INFO : Epoch 1960 | loss: 0.0311751 | val_loss: 0.0311839 | Time: 2655.07 ms
[2021-01-21 14:09:59 main:574] : INFO : Epoch 1961 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 2750.08 ms
[2021-01-21 14:10:02 main:574] : INFO : Epoch 1962 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 2649.57 ms
[2021-01-21 14:10:05 main:574] : INFO : Epoch 1963 | loss: 0.0311725 | val_loss: 0.031183 | Time: 2751.79 ms
[2021-01-21 14:10:07 main:574] : INFO : Epoch 1964 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 2617.31 ms
[2021-01-21 14:10:10 main:574] : INFO : Epoch 1965 | loss: 0.0311712 | val_loss: 0.0311785 | Time: 2675.52 ms
[2021-01-21 14:10:13 main:574] : INFO : Epoch 1966 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 2600.7 ms
[2021-01-21 14:10:15 main:574] : INFO : Epoch 1967 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 2673.17 ms
[2021-01-21 14:10:18 main:574] : INFO : Epoch 1968 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 2608.19 ms
[2021-01-21 14:10:21 main:574] : INFO : Epoch 1969 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 2717.99 ms
[2021-01-21 14:10:24 main:574] : INFO : Epoch 1970 | loss: 0.0311705 | val_loss: 0.0311828 | Time: 2802.82 ms
[2021-01-21 14:10:27 main:574] : INFO : Epoch 1971 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 2766.09 ms
[2021-01-21 14:10:29 main:574] : INFO : Epoch 1972 | loss: 0.0311703 | val_loss: 0.0311781 | Time: 2648.08 ms
[2021-01-21 14:10:32 main:574] : INFO : Epoch 1973 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 2583.13 ms
[2021-01-21 14:10:35 main:574] : INFO : Epoch 1974 | loss: 0.0311688 | val_loss: 0.0311774 | Time: 2562.37 ms
[2021-01-21 14:10:38 main:574] : INFO : Epoch 1975 | loss: 0.03117 | val_loss: 0.0311765 | Time: 2606.9 ms
[2021-01-21 14:10:40 main:574] : INFO : Epoch 1976 | loss: 0.0311673 | val_loss: 0.031177 | Time: 2725.31 ms
[2021-01-21 14:10:43 main:574] : INFO : Epoch 1977 | loss: 0.031169 | val_loss: 0.0311774 | Time: 2676.27 ms
[2021-01-21 14:10:46 main:574] : INFO : Epoch 1978 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 2749.46 ms
[2021-01-21 14:10:49 main:574] : INFO : Epoch 1979 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 2659.29 ms
[2021-01-21 14:10:51 main:574] : INFO : Epoch 1980 | loss: 0.0311679 | val_loss: 0.0311757 | Time: 2604.79 ms
[2021-01-21 14:10:54 main:574] : INFO : Epoch 1981 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 2719.32 ms
[2021-01-21 14:10:57 main:574] : INFO : Epoch 1982 | loss: 0.0311682 | val_loss: 0.0311785 | Time: 2714.2 ms
[2021-01-21 14:11:00 main:574] : INFO : Epoch 1983 | loss: 0.0311686 | val_loss: 0.0311773 | Time: 2697.46 ms
[2021-01-21 14:11:02 main:574] : INFO : Epoch 1984 | loss: 0.0311706 | val_loss: 0.0311782 | Time: 2613.01 ms
[2021-01-21 14:11:05 main:574] : INFO : Epoch 1985 | loss: 0.031168 | val_loss: 0.0311771 | Time: 2637.39 ms
[2021-01-21 14:11:08 main:574] : INFO : Epoch 1986 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 2625.79 ms
[2021-01-21 14:11:11 main:574] : INFO : Epoch 1987 | loss: 0.0311668 | val_loss: 0.0311768 | Time: 2627.75 ms
[2021-01-21 14:11:13 main:574] : INFO : Epoch 1988 | loss: 0.0311663 | val_loss: 0.031177 | Time: 2721.08 ms
[2021-01-21 14:11:16 main:574] : INFO : Epoch 1989 | loss: 0.0311657 | val_loss: 0.0311761 | Time: 2708.11 ms
[2021-01-21 14:11:19 main:574] : INFO : Epoch 1990 | loss: 0.0311674 | val_loss: 0.031176 | Time: 2684.36 ms
[2021-01-21 14:11:22 main:574] : INFO : Epoch 1991 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 2705.53 ms
[2021-01-21 14:11:25 main:574] : INFO : Epoch 1992 | loss: 0.0311674 | val_loss: 0.0311807 | Time: 2630.58 ms
[2021-01-21 14:11:27 main:574] : INFO : Epoch 1993 | loss: 0.0311666 | val_loss: 0.0311757 | Time: 2668.26 ms
[2021-01-21 14:11:30 main:574] : INFO : Epoch 1994 | loss: 0.0311674 | val_loss: 0.0311772 | Time: 2687.95 ms
[2021-01-21 14:11:33 main:574] : INFO : Epoch 1995 | loss: 0.0311658 | val_loss: 0.0311754 | Time: 2683.45 ms
[2021-01-21 14:11:36 main:574] : INFO : Epoch 1996 | loss: 0.0311657 | val_loss: 0.0311769 | Time: 2804.04 ms
[2021-01-21 14:11:39 main:574] : INFO : Epoch 1997 | loss: 0.031166 | val_loss: 0.0311747 | Time: 2697.9 ms
[2021-01-21 14:11:41 main:574] : INFO : Epoch 1998 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 2674.89 ms
[2021-01-21 14:11:44 main:574] : INFO : Epoch 1999 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 2692.44 ms
[2021-01-21 14:11:47 main:574] : INFO : Epoch 2000 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 2643.98 ms
[2021-01-21 14:11:50 main:574] : INFO : Epoch 2001 | loss: 0.0311662 | val_loss: 0.0311785 | Time: 2807.74 ms
[2021-01-21 14:11:53 main:574] : INFO : Epoch 2002 | loss: 0.0311667 | val_loss: 0.0311781 | Time: 2658.63 ms
[2021-01-21 14:11:55 main:574] : INFO : Epoch 2003 | loss: 0.0311662 | val_loss: 0.0311821 | Time: 2678.91 ms
[2021-01-21 14:11:58 main:574] : INFO : Epoch 2004 | loss: 0.0311746 | val_loss: 0.0311854 | Time: 2706.48 ms
[2021-01-21 14:12:01 main:574] : INFO : Epoch 2005 | loss: 0.0311711 | val_loss: 0.0311815 | Time: 2729.36 ms
[2021-01-21 14:12:04 main:574] : INFO : Epoch 2006 | loss: 0.03117 | val_loss: 0.0311788 | Time: 2723.26 ms
[2021-01-21 14:12:07 main:574] : INFO : Epoch 2007 | loss: 0.0311669 | val_loss: 0.031178 | Time: 2720.46 ms
[2021-01-21 14:12:09 main:574] : INFO : Epoch 2008 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 2681.12 ms
[2021-01-21 14:12:12 main:574] : INFO : Epoch 2009 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 2624.3 ms
[2021-01-21 14:12:15 main:574] : INFO : Epoch 2010 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 2687.54 ms
[2021-01-21 14:12:18 main:574] : INFO : Epoch 2011 | loss: 0.0311651 | val_loss: 0.0311761 | Time: 2707.4 ms
[2021-01-21 14:12:20 main:574] : INFO : Epoch 2012 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 2618.33 ms
[2021-01-21 14:12:23 main:574] : INFO : Epoch 2013 | loss: 0.0311656 | val_loss: 0.0311777 | Time: 2673.01 ms
[2021-01-21 14:12:26 main:574] : INFO : Epoch 2014 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 2660.6 ms
[2021-01-21 14:12:29 main:574] : INFO : Epoch 2015 | loss: 0.0311661 | val_loss: 0.031176 | Time: 2744.63 ms
[2021-01-21 14:12:32 main:574] : INFO : Epoch 2016 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 2641.59 ms
[2021-01-21 14:12:34 main:574] : INFO : Epoch 2017 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 2670.28 ms
[2021-01-21 14:12:37 main:574] : INFO : Epoch 2018 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 2629.98 ms
[2021-01-21 14:12:40 main:574] : INFO : Epoch 2019 | loss: 0.0311651 | val_loss: 0.0311778 | Time: 2669.55 ms
[2021-01-21 14:12:43 main:574] : INFO : Epoch 2020 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 2703.43 ms
[2021-01-21 14:12:46 main:574] : INFO : Epoch 2021 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 2662.3 ms
[2021-01-21 14:12:48 main:574] : INFO : Epoch 2022 | loss: 0.0311651 | val_loss: 0.0311764 | Time: 2755.35 ms
[2021-01-21 14:12:51 main:574] : INFO : Epoch 2023 | loss: 0.0311653 | val_loss: 0.0311755 | Time: 2688.96 ms
[2021-01-21 14:12:54 main:574] : INFO : Epoch 2024 | loss: 0.031165 | val_loss: 0.0311781 | Time: 2654.43 ms
[2021-01-21 14:12:57 main:574] : INFO : Epoch 2025 | loss: 0.0311645 | val_loss: 0.0311764 | Time: 2660.08 ms
[2021-01-21 14:13:00 main:574] : INFO : Epoch 2026 | loss: 0.0311685 | val_loss: 0.0311862 | Time: 2686.54 ms
[2021-01-21 14:13:02 main:574] : INFO : Epoch 2027 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 2594.94 ms
[2021-01-21 14:13:05 main:574] : INFO : Epoch 2028 | loss: 0.0311699 | val_loss: 0.0311773 | Time: 2654.92 ms
[2021-01-21 14:13:08 main:574] : INFO : Epoch 2029 | loss: 0.0311657 | val_loss: 0.0311777 | Time: 2651.91 ms
[2021-01-21 14:13:10 main:574] : INFO : Epoch 2030 | loss: 0.0311643 | val_loss: 0.031174 | Time: 2632.23 ms
[2021-01-21 14:13:13 main:574] : INFO : Epoch 2031 | loss: 0.0311639 | val_loss: 0.0311757 | Time: 2652.42 ms
[2021-01-21 14:13:16 main:574] : INFO : Epoch 2032 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 2759.92 ms
[2021-01-21 14:13:19 main:574] : INFO : Epoch 2033 | loss: 0.0311642 | val_loss: 0.0311752 | Time: 2708.28 ms
[2021-01-21 14:13:22 main:574] : INFO : Epoch 2034 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 2820.33 ms
[2021-01-21 14:13:24 main:574] : INFO : Epoch 2035 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 2698.04 ms
[2021-01-21 14:13:27 main:574] : INFO : Epoch 2036 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 2571.09 ms
[2021-01-21 14:13:30 main:574] : INFO : Epoch 2037 | loss: 0.0311628 | val_loss: 0.0311756 | Time: 2650.59 ms
[2021-01-21 14:13:33 main:574] : INFO : Epoch 2038 | loss: 0.0311629 | val_loss: 0.0311775 | Time: 2853.93 ms
[2021-01-21 14:13:36 main:574] : INFO : Epoch 2039 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 2717.73 ms
[2021-01-21 14:13:38 main:574] : INFO : Epoch 2040 | loss: 0.0311686 | val_loss: 0.0311838 | Time: 2653.65 ms
[2021-01-21 14:13:41 main:574] : INFO : Epoch 2041 | loss: 0.0311677 | val_loss: 0.0311775 | Time: 2657.53 ms
[2021-01-21 14:13:44 main:574] : INFO : Epoch 2042 | loss: 0.0311651 | val_loss: 0.0311776 | Time: 2552.85 ms
[2021-01-21 14:13:47 main:574] : INFO : Epoch 2043 | loss: 0.0311664 | val_loss: 0.0311738 | Time: 2667.36 ms
[2021-01-21 14:13:50 main:574] : INFO : Epoch 2044 | loss: 0.0311642 | val_loss: 0.0311748 | Time: 2695.73 ms
[2021-01-21 14:13:53 main:574] : INFO : Epoch 2045 | loss: 0.0311635 | val_loss: 0.0311739 | Time: 2695.15 ms
[2021-01-21 14:13:55 main:574] : INFO : Epoch 2046 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 2635.5 ms
[2021-01-21 14:13:58 main:574] : INFO : Epoch 2047 | loss: 0.0311623 | val_loss: 0.0311759 | Time: 2695.64 ms
[2021-01-21 14:14:01 main:574] : INFO : Epoch 2048 | loss: 0.0311649 | val_loss: 0.0311769 | Time: 2695.52 ms
[2021-01-21 14:14:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311769
[2021-01-21 14:14:01 main:603] : INFO : Saving end state to config to file
[2021-01-21 14:14:01 main:608] : INFO : Success, exiting..
14:14:01 (7648): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)