Task 8224294
| Name | ParityModified-1634618561-18620-0_0 |
| Workunit | 5752832 |
| Created | 19 Oct 2021, 4:42:44 UTC |
| Sent | 22 Oct 2021, 17:18:26 UTC |
| Report deadline | 30 Oct 2021, 17:18:26 UTC |
| Received | 22 Oct 2021, 19:49:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 29 min 24 sec |
| CPU time | 1 hours 22 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 26:13 main:574] : INFO : Epoch 1542 | loss: 0.0309515 | val_loss: 0.0312796 | Time: 2821.95 ms [2021-10-22 20:26:15 main:574] : INFO : Epoch 1543 | loss: 0.0309521 | val_loss: 0.0312715 | Time: 2768.04 ms [2021-10-22 20:26:18 main:574] : INFO : Epoch 1544 | loss: 0.0309483 | val_loss: 0.0312723 | Time: 2772.86 ms [2021-10-22 20:26:21 main:574] : INFO : Epoch 1545 | loss: 0.0309525 | val_loss: 0.0312809 | Time: 2659.87 ms [2021-10-22 20:26:23 main:574] : INFO : Epoch 1546 | loss: 0.0309645 | val_loss: 0.0312919 | Time: 2547.95 ms [2021-10-22 20:26:26 main:574] : INFO : Epoch 1547 | loss: 0.0309581 | val_loss: 0.0312755 | Time: 2589.29 ms [2021-10-22 20:26:28 main:574] : INFO : Epoch 1548 | loss: 0.0309621 | val_loss: 0.0312557 | Time: 2540.07 ms [2021-10-22 20:26:31 main:574] : INFO : Epoch 1549 | loss: 0.0309684 | val_loss: 0.0312682 | Time: 2737.57 ms [2021-10-22 20:26:34 main:574] : INFO : Epoch 1550 | loss: 0.0309546 | val_loss: 0.0312849 | Time: 2636.36 ms [2021-10-22 20:26:37 main:574] : INFO : Epoch 1551 | loss: 0.0309549 | val_loss: 0.0312463 | Time: 2604.91 ms [2021-10-22 20:26:39 main:574] : INFO : Epoch 1552 | loss: 0.0309653 | val_loss: 0.0312857 | Time: 2497.21 ms [2021-10-22 20:26:42 main:574] : INFO : Epoch 1553 | loss: 0.0309532 | val_loss: 0.0312607 | Time: 2891.99 ms [2021-10-22 20:26:45 main:574] : INFO : Epoch 1554 | loss: 0.0309582 | val_loss: 0.0312693 | Time: 2857.53 ms [2021-10-22 20:26:47 main:574] : INFO : Epoch 1555 | loss: 0.0309658 | val_loss: 0.0312541 | Time: 2703.3 ms [2021-10-22 20:26:50 main:574] : INFO : Epoch 1556 | loss: 0.0309638 | val_loss: 0.0312656 | Time: 2442.48 ms [2021-10-22 20:26:53 main:574] : INFO : Epoch 1557 | loss: 0.030957 | val_loss: 0.0312926 | Time: 2688.45 ms [2021-10-22 20:26:56 main:574] : INFO : Epoch 1558 | loss: 0.0309518 | val_loss: 0.0312746 | Time: 2894.28 ms [2021-10-22 20:26:58 main:574] : INFO : Epoch 1559 | loss: 0.0309864 | val_loss: 0.0312551 | Time: 2796.62 ms [2021-10-22 20:27:01 main:574] : INFO : Epoch 1560 | loss: 0.0309598 | val_loss: 0.0312759 | Time: 2574.42 ms [2021-10-22 20:27:04 main:574] : INFO : Epoch 1561 | loss: 0.0309591 | val_loss: 0.03126 | Time: 2580.11 ms [2021-10-22 20:27:06 main:574] : INFO : Epoch 1562 | loss: 0.0309604 | val_loss: 0.031271 | Time: 2497.51 ms [2021-10-22 20:27:09 main:574] : INFO : Epoch 1563 | loss: 0.0309658 | val_loss: 0.0312673 | Time: 2548.73 ms [2021-10-22 20:27:11 main:574] : INFO : Epoch 1564 | loss: 0.030956 | val_loss: 0.0312809 | Time: 2666.1 ms [2021-10-22 20:27:14 main:574] : INFO : Epoch 1565 | loss: 0.0309615 | val_loss: 0.0312729 | Time: 2451.73 ms [2021-10-22 20:27:16 main:574] : INFO : Epoch 1566 | loss: 0.0309707 | val_loss: 0.0312723 | Time: 2381.69 ms [2021-10-22 20:27:19 main:574] : INFO : Epoch 1567 | loss: 0.0309685 | val_loss: 0.0313026 | Time: 2534 ms [2021-10-22 20:27:21 main:574] : INFO : Epoch 1568 | loss: 0.0309579 | val_loss: 0.0312746 | Time: 2675.36 ms [2021-10-22 20:27:24 main:574] : INFO : Epoch 1569 | loss: 0.0309552 | val_loss: 0.0312652 | Time: 2621.7 ms [2021-10-22 20:27:27 main:574] : INFO : Epoch 1570 | loss: 0.0309571 | val_loss: 0.0312669 | Time: 2623.01 ms [2021-10-22 20:27:29 main:574] : INFO : Epoch 1571 | loss: 0.0309576 | val_loss: 0.0312788 | Time: 2751.01 ms [2021-10-22 20:27:32 main:574] : INFO : Epoch 1572 | loss: 0.0309589 | val_loss: 0.0312428 | Time: 2631.93 ms [2021-10-22 20:27:35 main:574] : INFO : Epoch 1573 | loss: 0.0309598 | val_loss: 0.0312686 | Time: 2701.28 ms [2021-10-22 20:27:38 main:574] : INFO : Epoch 1574 | loss: 0.0309638 | val_loss: 0.0312517 | Time: 2816.83 ms [2021-10-22 20:27:40 main:574] : INFO : Epoch 1575 | loss: 0.0309654 | val_loss: 0.0312941 | Time: 2632.65 ms [2021-10-22 20:27:43 main:574] : INFO : Epoch 1576 | loss: 0.0309586 | val_loss: 0.0312586 | Time: 2527.71 ms [2021-10-22 20:27:45 main:574] : INFO : Epoch 1577 | loss: 0.0309573 | val_loss: 0.0312566 | Time: 2489.84 ms [2021-10-22 20:27:48 main:574] : INFO : Epoch 1578 | loss: 0.0309512 | val_loss: 0.0312885 | Time: 2701.59 ms [2021-10-22 20:27:51 main:574] : INFO : Epoch 1579 | loss: 0.0309516 | val_loss: 0.031272 | Time: 2732.05 ms [2021-10-22 20:27:53 main:574] : INFO : Epoch 1580 | loss: 0.0309513 | val_loss: 0.0312691 | Time: 2598.03 ms [2021-10-22 20:27:56 main:574] : INFO : Epoch 1581 | loss: 0.0309577 | val_loss: 0.0312486 | Time: 2576.39 ms [2021-10-22 20:27:58 main:574] : INFO : Epoch 1582 | loss: 0.0309557 | val_loss: 0.0312884 | Time: 2662.34 ms [2021-10-22 20:28:01 main:574] : INFO : Epoch 1583 | loss: 0.0309532 | val_loss: 0.0312778 | Time: 2527.04 ms [2021-10-22 20:28:04 main:574] : INFO : Epoch 1584 | loss: 0.0309584 | val_loss: 0.0312472 | Time: 2658.92 ms [2021-10-22 20:28:06 main:574] : INFO : Epoch 1585 | loss: 0.0309536 | val_loss: 0.0312579 | Time: 2749.58 ms [2021-10-22 20:28:09 main:574] : INFO : Epoch 1586 | loss: 0.0309733 | val_loss: 0.0312479 | Time: 2519.86 ms [2021-10-22 20:28:11 main:574] : INFO : Epoch 1587 | loss: 0.0309699 | val_loss: 0.031248 | Time: 2520.28 ms [2021-10-22 20:28:14 main:574] : INFO : Epoch 1588 | loss: 0.0309697 | val_loss: 0.0312829 | Time: 2543.71 ms [2021-10-22 20:28:17 main:574] : INFO : Epoch 1589 | loss: 0.0309602 | val_loss: 0.031277 | Time: 2721.42 ms [2021-10-22 20:28:19 main:574] : INFO : Epoch 1590 | loss: 0.0309546 | val_loss: 0.0312817 | Time: 2620.3 ms [2021-10-22 20:28:22 main:574] : INFO : Epoch 1591 | loss: 0.0309513 | val_loss: 0.0312538 | Time: 2656.89 ms [2021-10-22 20:28:25 main:574] : INFO : Epoch 1592 | loss: 0.030961 | val_loss: 0.0312605 | Time: 2613.28 ms [2021-10-22 20:28:27 main:574] : INFO : Epoch 1593 | loss: 0.0309614 | val_loss: 0.0312808 | Time: 2510.08 ms [2021-10-22 20:28:30 main:574] : INFO : Epoch 1594 | loss: 0.0309604 | val_loss: 0.0312631 | Time: 2567.52 ms [2021-10-22 20:28:33 main:574] : INFO : Epoch 1595 | loss: 0.0309606 | val_loss: 0.0313 | Time: 2734.86 ms [2021-10-22 20:28:35 main:574] : INFO : Epoch 1596 | loss: 0.0309709 | val_loss: 0.0312641 | Time: 2887.33 ms [2021-10-22 20:28:38 main:574] : INFO : Epoch 1597 | loss: 0.0309565 | val_loss: 0.031252 | Time: 2533.36 ms [2021-10-22 20:28:41 main:574] : INFO : Epoch 1598 | loss: 0.0309628 | val_loss: 0.031266 | Time: 2616.79 ms [2021-10-22 20:28:43 main:574] : INFO : Epoch 1599 | loss: 0.0309529 | val_loss: 0.0313048 | Time: 2646.29 ms [2021-10-22 20:28:46 main:574] : INFO : Epoch 1600 | loss: 0.0309506 | val_loss: 0.0312911 | Time: 2571.04 ms [2021-10-22 20:28:48 main:574] : INFO : Epoch 1601 | loss: 0.0309598 | val_loss: 0.0312725 | Time: 2627.92 ms [2021-10-22 20:28:51 main:574] : INFO : Epoch 1602 | loss: 0.030965 | val_loss: 0.0312874 | Time: 2671.6 ms [2021-10-22 20:28:54 main:574] : INFO : Epoch 1603 | loss: 0.0309658 | val_loss: 0.031264 | Time: 2857.15 ms [2021-10-22 20:28:57 main:574] : INFO : Epoch 1604 | loss: 0.0309582 | val_loss: 0.0312703 | Time: 2735.96 ms [2021-10-22 20:28:59 main:574] : INFO : Epoch 1605 | loss: 0.030954 | val_loss: 0.0312664 | Time: 2683.41 ms [2021-10-22 20:29:02 main:574] : INFO : Epoch 1606 | loss: 0.0309517 | val_loss: 0.0312974 | Time: 2853.17 ms [2021-10-22 20:29:05 main:574] : INFO : Epoch 1607 | loss: 0.0309605 | val_loss: 0.0312842 | Time: 2631.25 ms [2021-10-22 20:29:07 main:574] : INFO : Epoch 1608 | loss: 0.0309603 | val_loss: 0.0312641 | Time: 2561.68 ms [2021-10-22 20:29:10 main:574] : INFO : Epoch 1609 | loss: 0.0309705 | val_loss: 0.0313015 | Time: 2716.34 ms [2021-10-22 20:29:13 main:574] : INFO : Epoch 1610 | loss: 0.0309651 | val_loss: 0.0312812 | Time: 2652.15 ms [2021-10-22 20:29:16 main:574] : INFO : Epoch 1611 | loss: 0.0309534 | val_loss: 0.0312761 | Time: 2672.38 ms [2021-10-22 20:29:18 main:574] : INFO : Epoch 1612 | loss: 0.0309551 | val_loss: 0.0312951 | Time: 2686.49 ms [2021-10-22 20:29:21 main:574] : INFO : Epoch 1613 | loss: 0.0309624 | val_loss: 0.0312611 | Time: 2598.98 ms [2021-10-22 20:29:23 main:574] : INFO : Epoch 1614 | loss: 0.0309611 | val_loss: 0.0312852 | Time: 2425.31 ms [2021-10-22 20:29:26 main:574] : INFO : Epoch 1615 | loss: 0.0309635 | val_loss: 0.0312474 | Time: 2761.93 ms [2021-10-22 20:29:29 main:574] : INFO : Epoch 1616 | loss: 0.0309617 | val_loss: 0.031296 | Time: 2931 ms [2021-10-22 20:29:32 main:574] : INFO : Epoch 1617 | loss: 0.0309589 | val_loss: 0.0312532 | Time: 2759.52 ms [2021-10-22 20:29:34 main:574] : INFO : Epoch 1618 | loss: 0.0309625 | val_loss: 0.0312862 | Time: 2426.09 ms [2021-10-22 20:29:37 main:574] : INFO : Epoch 1619 | loss: 0.0309586 | val_loss: 0.0312836 | Time: 2604.07 ms [2021-10-22 20:29:40 main:574] : INFO : Epoch 1620 | loss: 0.0309598 | val_loss: 0.0312614 | Time: 3132.4 ms [2021-10-22 20:29:43 main:574] : INFO : Epoch 1621 | loss: 0.0309634 | val_loss: 0.0312645 | Time: 2872.27 ms [2021-10-22 20:29:46 main:574] : INFO : Epoch 1622 | loss: 0.0309681 | val_loss: 0.031269 | Time: 2799.6 ms [2021-10-22 20:29:48 main:574] : INFO : Epoch 1623 | loss: 0.0309583 | val_loss: 0.0313013 | Time: 2677.59 ms [2021-10-22 20:29:51 main:574] : INFO : Epoch 1624 | loss: 0.0309591 | val_loss: 0.0312704 | Time: 2761.15 ms [2021-10-22 20:29:54 main:574] : INFO : Epoch 1625 | loss: 0.0309557 | val_loss: 0.031253 | Time: 2723.54 ms [2021-10-22 20:29:56 main:574] : INFO : Epoch 1626 | loss: 0.0309636 | val_loss: 0.0312555 | Time: 2674.63 ms [2021-10-22 20:29:59 main:574] : INFO : Epoch 1627 | loss: 0.0309723 | val_loss: 0.0312783 | Time: 2679.59 ms [2021-10-22 20:30:02 main:574] : INFO : Epoch 1628 | loss: 0.0309652 | val_loss: 0.0312603 | Time: 2423.52 ms [2021-10-22 20:30:04 main:574] : INFO : Epoch 1629 | loss: 0.0309644 | val_loss: 0.0312835 | Time: 2604.2 ms [2021-10-22 20:30:07 main:574] : INFO : Epoch 1630 | loss: 0.0309523 | val_loss: 0.0312701 | Time: 2861.59 ms [2021-10-22 20:30:10 main:574] : INFO : Epoch 1631 | loss: 0.0309474 | val_loss: 0.0312908 | Time: 2814.23 ms [2021-10-22 20:30:13 main:574] : INFO : Epoch 1632 | loss: 0.0309608 | val_loss: 0.0312717 | Time: 2642.44 ms [2021-10-22 20:30:15 main:574] : INFO : Epoch 1633 | loss: 0.0309577 | val_loss: 0.0313299 | Time: 2568.42 ms [2021-10-22 20:30:18 main:574] : INFO : Epoch 1634 | loss: 0.0309528 | val_loss: 0.0312641 | Time: 2457.78 ms [2021-10-22 20:30:20 main:574] : INFO : Epoch 1635 | loss: 0.0309459 | val_loss: 0.0312811 | Time: 2646.38 ms [2021-10-22 20:30:23 main:574] : INFO : Epoch 1636 | loss: 0.0309526 | val_loss: 0.0312643 | Time: 2749.26 ms [2021-10-22 20:30:25 main:574] : INFO : Epoch 1637 | loss: 0.0309478 | val_loss: 0.0312614 | Time: 2530.06 ms [2021-10-22 20:30:28 main:574] : INFO : Epoch 1638 | loss: 0.0309501 | val_loss: 0.0312824 | Time: 2350.03 ms [2021-10-22 20:30:30 main:574] : INFO : Epoch 1639 | loss: 0.0309581 | val_loss: 0.0312737 | Time: 2502.21 ms [2021-10-22 20:30:33 main:574] : INFO : Epoch 1640 | loss: 0.0309569 | val_loss: 0.0312657 | Time: 2527.04 ms [2021-10-22 20:30:36 main:574] : INFO : Epoch 1641 | loss: 0.0309529 | val_loss: 0.0312665 | Time: 2692.46 ms [2021-10-22 20:30:38 main:574] : INFO : Epoch 1642 | loss: 0.0309489 | val_loss: 0.0313029 | Time: 2748.28 ms [2021-10-22 20:30:41 main:574] : INFO : Epoch 1643 | loss: 0.0309578 | val_loss: 0.031312 | Time: 2759.7 ms [2021-10-22 20:30:44 main:574] : INFO : Epoch 1644 | loss: 0.0309583 | val_loss: 0.0312643 | Time: 2735.59 ms [2021-10-22 20:30:46 main:574] : INFO : Epoch 1645 | loss: 0.0309631 | val_loss: 0.0312603 | Time: 2586.47 ms [2021-10-22 20:30:49 main:574] : INFO : Epoch 1646 | loss: 0.0309617 | val_loss: 0.0312754 | Time: 2863.19 ms [2021-10-22 20:30:52 main:574] : INFO : Epoch 1647 | loss: 0.0309659 | val_loss: 0.0312727 | Time: 2710.42 ms [2021-10-22 20:30:55 main:574] : INFO : Epoch 1648 | loss: 0.0309616 | val_loss: 0.0312759 | Time: 2512.44 ms [2021-10-22 20:30:57 main:574] : INFO : Epoch 1649 | loss: 0.0309557 | val_loss: 0.0312789 | Time: 2794.31 ms [2021-10-22 20:31:00 main:574] : INFO : Epoch 1650 | loss: 0.030954 | val_loss: 0.0312748 | Time: 2682.18 ms [2021-10-22 20:31:03 main:574] : INFO : Epoch 1651 | loss: 0.030954 | val_loss: 0.0312579 | Time: 2521.2 ms [2021-10-22 20:31:05 main:574] : INFO : Epoch 1652 | loss: 0.03095 | val_loss: 0.0312987 | Time: 2556.78 ms [2021-10-22 20:31:08 main:574] : INFO : Epoch 1653 | loss: 0.0309495 | val_loss: 0.0312679 | Time: 2575.19 ms [2021-10-22 20:31:10 main:574] : INFO : Epoch 1654 | loss: 0.0309599 | val_loss: 0.0312522 | Time: 2577.87 ms [2021-10-22 20:31:13 main:574] : INFO : Epoch 1655 | loss: 0.0309621 | val_loss: 0.031275 | Time: 2518.73 ms [2021-10-22 20:31:16 main:574] : INFO : Epoch 1656 | loss: 0.0309693 | val_loss: 0.0312572 | Time: 2931.01 ms [2021-10-22 20:31:18 main:574] : INFO : Epoch 1657 | loss: 0.0309609 | val_loss: 0.031284 | Time: 2565.98 ms [2021-10-22 20:31:21 main:574] : INFO : Epoch 1658 | loss: 0.0309633 | val_loss: 0.0312797 | Time: 2608.49 ms [2021-10-22 20:31:23 main:574] : INFO : Epoch 1659 | loss: 0.0309789 | val_loss: 0.0312592 | Time: 2490.94 ms [2021-10-22 20:31:26 main:574] : INFO : Epoch 1660 | loss: 0.0309725 | val_loss: 0.0312705 | Time: 2655.62 ms [2021-10-22 20:31:29 main:574] : INFO : Epoch 1661 | loss: 0.0309661 | val_loss: 0.0312823 | Time: 2721.84 ms [2021-10-22 20:31:32 main:574] : INFO : Epoch 1662 | loss: 0.030975 | val_loss: 0.031265 | Time: 2701.36 ms [2021-10-22 20:31:34 main:574] : INFO : Epoch 1663 | loss: 0.0309571 | val_loss: 0.0312816 | Time: 2697.3 ms [2021-10-22 20:31:37 main:574] : INFO : Epoch 1664 | loss: 0.0309558 | val_loss: 0.0312598 | Time: 2535.44 ms [2021-10-22 20:31:40 main:574] : INFO : Epoch 1665 | loss: 0.0309605 | val_loss: 0.0312634 | Time: 2889.74 ms [2021-10-22 20:31:42 main:574] : INFO : Epoch 1666 | loss: 0.0309548 | val_loss: 0.0312877 | Time: 2674.29 ms [2021-10-22 20:31:45 main:574] : INFO : Epoch 1667 | loss: 0.0309514 | val_loss: 0.0312632 | Time: 2712.3 ms [2021-10-22 20:31:48 main:574] : INFO : Epoch 1668 | loss: 0.0309561 | val_loss: 0.0312665 | Time: 2597.03 ms [2021-10-22 20:31:50 main:574] : INFO : Epoch 1669 | loss: 0.0309621 | val_loss: 0.0312544 | Time: 2429.68 ms [2021-10-22 20:31:53 main:574] : INFO : Epoch 1670 | loss: 0.0309537 | val_loss: 0.0312919 | Time: 2564.06 ms [2021-10-22 20:31:55 main:574] : INFO : Epoch 1671 | loss: 0.0309572 | val_loss: 0.0312605 | Time: 2544.58 ms [2021-10-22 20:31:58 main:574] : INFO : Epoch 1672 | loss: 0.0309477 | val_loss: 0.0312657 | Time: 2577.62 ms [2021-10-22 20:32:01 main:574] : INFO : Epoch 1673 | loss: 0.0309563 | val_loss: 0.0312696 | Time: 2720.14 ms [2021-10-22 20:32:03 main:574] : INFO : Epoch 1674 | loss: 0.0309594 | val_loss: 0.0312492 | Time: 2835.71 ms [2021-10-22 20:32:06 main:574] : INFO : Epoch 1675 | loss: 0.0309749 | val_loss: 0.0312448 | Time: 2638.8 ms [2021-10-22 20:32:09 main:574] : INFO : Epoch 1676 | loss: 0.0309708 | val_loss: 0.0312638 | Time: 2514.18 ms [2021-10-22 20:32:11 main:574] : INFO : Epoch 1677 | loss: 0.0309553 | val_loss: 0.0312792 | Time: 2755.2 ms [2021-10-22 20:32:14 main:574] : INFO : Epoch 1678 | loss: 0.0309541 | val_loss: 0.031289 | Time: 2709.91 ms [2021-10-22 20:32:17 main:574] : INFO : Epoch 1679 | loss: 0.030957 | val_loss: 0.031279 | Time: 2491.91 ms [2021-10-22 20:32:19 main:574] : INFO : Epoch 1680 | loss: 0.0309475 | val_loss: 0.0312837 | Time: 2472.39 ms [2021-10-22 20:32:22 main:574] : INFO : Epoch 1681 | loss: 0.0309509 | val_loss: 0.0312661 | Time: 2659.09 ms [2021-10-22 20:32:24 main:574] : INFO : Epoch 1682 | loss: 0.0309558 | val_loss: 0.0312699 | Time: 2653.27 ms [2021-10-22 20:32:27 main:574] : INFO : Epoch 1683 | loss: 0.0309577 | val_loss: 0.0312747 | Time: 2542.4 ms [2021-10-22 20:32:30 main:574] : INFO : Epoch 1684 | loss: 0.0309516 | val_loss: 0.0312898 | Time: 2937.07 ms [2021-10-22 20:32:32 main:574] : INFO : Epoch 1685 | loss: 0.0309527 | val_loss: 0.0312734 | Time: 2606.06 ms [2021-10-22 20:32:35 main:574] : INFO : Epoch 1686 | loss: 0.0309605 | val_loss: 0.0312758 | Time: 2472.92 ms [2021-10-22 20:32:38 main:574] : INFO : Epoch 1687 | loss: 0.0309735 | val_loss: 0.0312862 | Time: 2655.68 ms [2021-10-22 20:32:40 main:574] : INFO : Epoch 1688 | loss: 0.0309604 | val_loss: 0.0312772 | Time: 2684.07 ms [2021-10-22 20:32:43 main:574] : INFO : Epoch 1689 | loss: 0.0309601 | val_loss: 0.0312475 | Time: 2595.44 ms [2021-10-22 20:32:46 main:574] : INFO : Epoch 1690 | loss: 0.0309586 | val_loss: 0.0312998 | Time: 2632.03 ms [2021-10-22 20:32:48 main:574] : INFO : Epoch 1691 | loss: 0.0309571 | val_loss: 0.0312505 | Time: 2700.16 ms [2021-10-22 20:32:51 main:574] : INFO : Epoch 1692 | loss: 0.0309587 | val_loss: 0.0312452 | Time: 2589.4 ms [2021-10-22 20:32:53 main:574] : INFO : Epoch 1693 | loss: 0.0309618 | val_loss: 0.0312979 | Time: 2544.63 ms [2021-10-22 20:32:56 main:574] : INFO : Epoch 1694 | loss: 0.0309526 | val_loss: 0.0312764 | Time: 2863.93 ms [2021-10-22 20:32:59 main:574] : INFO : Epoch 1695 | loss: 0.0309552 | val_loss: 0.0312758 | Time: 2690.44 ms [2021-10-22 20:33:02 main:574] : INFO : Epoch 1696 | loss: 0.0309568 | val_loss: 0.031289 | Time: 2546.93 ms [2021-10-22 20:33:04 main:574] : INFO : Epoch 1697 | loss: 0.0309611 | val_loss: 0.0312757 | Time: 2657.28 ms [2021-10-22 20:33:07 main:574] : INFO : Epoch 1698 | loss: 0.0309545 | val_loss: 0.0312889 | Time: 2622.53 ms [2021-10-22 20:33:09 main:574] : INFO : Epoch 1699 | loss: 0.0309547 | val_loss: 0.0312813 | Time: 2659.84 ms [2021-10-22 20:33:12 main:574] : INFO : Epoch 1700 | loss: 0.0309461 | val_loss: 0.0312773 | Time: 2563.85 ms [2021-10-22 20:33:15 main:574] : INFO : Epoch 1701 | loss: 0.0309445 | val_loss: 0.0312657 | Time: 2637.51 ms [2021-10-22 20:33:17 main:574] : INFO : Epoch 1702 | loss: 0.0309617 | val_loss: 0.0312643 | Time: 2760.07 ms [2021-10-22 20:33:20 main:574] : INFO : Epoch 1703 | loss: 0.0309575 | val_loss: 0.0312745 | Time: 2810.65 ms [2021-10-22 20:33:23 main:574] : INFO : Epoch 1704 | loss: 0.0309593 | val_loss: 0.0312648 | Time: 2780.22 ms [2021-10-22 20:33:26 main:574] : INFO : Epoch 1705 | loss: 0.0309585 | val_loss: 0.0312724 | Time: 2618.17 ms [2021-10-22 20:33:28 main:574] : INFO : Epoch 1706 | loss: 0.0309632 | val_loss: 0.0312911 | Time: 2641.49 ms [2021-10-22 20:33:31 main:574] : INFO : Epoch 1707 | loss: 0.0309624 | val_loss: 0.0312791 | Time: 2646.38 ms [2021-10-22 20:33:34 main:574] : INFO : Epoch 1708 | loss: 0.0309717 | val_loss: 0.0312947 | Time: 2775.06 ms [2021-10-22 20:33:36 main:574] : INFO : Epoch 1709 | loss: 0.0309576 | val_loss: 0.0312875 | Time: 2652.54 ms [2021-10-22 20:33:39 main:574] : INFO : Epoch 1710 | loss: 0.0309547 | val_loss: 0.031265 | Time: 2446.95 ms [2021-10-22 20:33:41 main:574] : INFO : Epoch 1711 | loss: 0.0309656 | val_loss: 0.0312648 | Time: 2418.33 ms [2021-10-22 20:33:44 main:574] : INFO : Epoch 1712 | loss: 0.0309691 | val_loss: 0.0312637 | Time: 2746.61 ms [2021-10-22 20:33:47 main:574] : INFO : Epoch 1713 | loss: 0.0309652 | val_loss: 0.0312438 | Time: 2815.12 ms [2021-10-22 20:33:49 main:574] : INFO : Epoch 1714 | loss: 0.0309702 | val_loss: 0.0312581 | Time: 2531.51 ms [2021-10-22 20:33:52 main:574] : INFO : Epoch 1715 | loss: 0.0309632 | val_loss: 0.0312467 | Time: 2646.31 ms [2021-10-22 20:33:55 main:574] : INFO : Epoch 1716 | loss: 0.0309572 | val_loss: 0.0312729 | Time: 2584.71 ms [2021-10-22 20:33:57 main:574] : INFO : Epoch 1717 | loss: 0.0309588 | val_loss: 0.0312649 | Time: 2497.03 ms [2021-10-22 20:34:00 main:574] : INFO : Epoch 1718 | loss: 0.0309516 | val_loss: 0.0312595 | Time: 2660.83 ms [2021-10-22 20:34:03 main:574] : INFO : Epoch 1719 | loss: 0.03096 | val_loss: 0.0312589 | Time: 2858.33 ms [2021-10-22 20:34:05 main:574] : INFO : Epoch 1720 | loss: 0.0309632 | val_loss: 0.0312547 | Time: 2576.95 ms [2021-10-22 20:34:08 main:574] : INFO : Epoch 1721 | loss: 0.0309547 | val_loss: 0.0312713 | Time: 2523.55 ms [2021-10-22 20:34:11 main:574] : INFO : Epoch 1722 | loss: 0.0309622 | val_loss: 0.0312711 | Time: 2731.52 ms [2021-10-22 20:34:13 main:574] : INFO : Epoch 1723 | loss: 0.0309622 | val_loss: 0.0312854 | Time: 2610.67 ms [2021-10-22 20:34:16 main:574] : INFO : Epoch 1724 | loss: 0.0309639 | val_loss: 0.0312343 | Time: 2613.22 ms [2021-10-22 20:34:18 main:574] : INFO : Epoch 1725 | loss: 0.0309568 | val_loss: 0.0312756 | Time: 2579.51 ms [2021-10-22 20:34:21 main:574] : INFO : Epoch 1726 | loss: 0.0309614 | val_loss: 0.0312683 | Time: 2521.76 ms [2021-10-22 20:34:23 main:574] : INFO : Epoch 1727 | loss: 0.0309539 | val_loss: 0.0312929 | Time: 2453.46 ms [2021-10-22 20:34:26 main:574] : INFO : Epoch 1728 | loss: 0.0309558 | val_loss: 0.0312573 | Time: 2510.56 ms [2021-10-22 20:34:29 main:574] : INFO : Epoch 1729 | loss: 0.0309677 | val_loss: 0.03127 | Time: 2578.19 ms [2021-10-22 20:34:31 main:574] : INFO : Epoch 1730 | loss: 0.0309559 | val_loss: 0.0312645 | Time: 2710.21 ms [2021-10-22 20:34:34 main:574] : INFO : Epoch 1731 | loss: 0.0309562 | val_loss: 0.0313004 | Time: 2561.66 ms [2021-10-22 20:34:36 main:574] : INFO : Epoch 1732 | loss: 0.0309542 | val_loss: 0.0312717 | Time: 2503.25 ms [2021-10-22 20:34:39 main:574] : INFO : Epoch 1733 | loss: 0.030958 | val_loss: 0.0312773 | Time: 2729.85 ms [2021-10-22 20:34:42 main:574] : INFO : Epoch 1734 | loss: 0.030949 | val_loss: 0.0312689 | Time: 2600.85 ms [2021-10-22 20:34:44 main:574] : INFO : Epoch 1735 | loss: 0.0309628 | val_loss: 0.0312763 | Time: 2607.12 ms [2021-10-22 20:34:47 main:574] : INFO : Epoch 1736 | loss: 0.0309715 | val_loss: 0.031273 | Time: 2680.98 ms [2021-10-22 20:34:50 main:574] : INFO : Epoch 1737 | loss: 0.0309645 | val_loss: 0.0312677 | Time: 2688.2 ms [2021-10-22 20:34:52 main:574] : INFO : Epoch 1738 | loss: 0.030957 | val_loss: 0.031271 | Time: 2595.42 ms [2021-10-22 20:34:55 main:574] : INFO : Epoch 1739 | loss: 0.0309855 | val_loss: 0.0312634 | Time: 2562.1 ms [2021-10-22 20:34:57 main:574] : INFO : Epoch 1740 | loss: 0.0309736 | val_loss: 0.0312644 | Time: 2581.88 ms [2021-10-22 20:35:00 main:574] : INFO : Epoch 1741 | loss: 0.0309583 | val_loss: 0.0312651 | Time: 2511.75 ms [2021-10-22 20:35:02 main:574] : INFO : Epoch 1742 | loss: 0.0309515 | val_loss: 0.0312551 | Time: 2549.73 ms [2021-10-22 20:35:05 main:574] : INFO : Epoch 1743 | loss: 0.0309537 | val_loss: 0.0312475 | Time: 2630.51 ms [2021-10-22 20:35:08 main:574] : INFO : Epoch 1744 | loss: 0.0309624 | val_loss: 0.031284 | Time: 2701.65 ms [2021-10-22 20:35:10 main:574] : INFO : Epoch 1745 | loss: 0.0309618 | val_loss: 0.0312475 | Time: 2562.58 ms [2021-10-22 20:35:13 main:574] : INFO : Epoch 1746 | loss: 0.0309605 | val_loss: 0.0312789 | Time: 2677.23 ms [2021-10-22 20:35:16 main:574] : INFO : Epoch 1747 | loss: 0.0309553 | val_loss: 0.0312801 | Time: 2733.36 ms [2021-10-22 20:35:19 main:574] : INFO : Epoch 1748 | loss: 0.0309584 | val_loss: 0.031265 | Time: 2434.26 ms [2021-10-22 20:35:22 main:574] : INFO : Epoch 1749 | loss: 0.0309515 | val_loss: 0.0312774 | Time: 2814.92 ms [2021-10-22 20:35:25 main:574] : INFO : Epoch 1750 | loss: 0.0309614 | val_loss: 0.0312996 | Time: 2640.46 ms [2021-10-22 20:35:27 main:574] : INFO : Epoch 1751 | loss: 0.0309554 | val_loss: 0.0312676 | Time: 2552.68 ms [2021-10-22 20:35:30 main:574] : INFO : Epoch 1752 | loss: 0.0309559 | val_loss: 0.0313026 | Time: 2461.25 ms [2021-10-22 20:35:32 main:574] : INFO : Epoch 1753 | loss: 0.0309494 | val_loss: 0.0312779 | Time: 2587.67 ms [2021-10-22 20:35:35 main:574] : INFO : Epoch 1754 | loss: 0.0309576 | val_loss: 0.0312832 | Time: 2706.07 ms [2021-10-22 20:35:37 main:574] : INFO : Epoch 1755 | loss: 0.0309619 | val_loss: 0.031249 | Time: 2597.9 ms [2021-10-22 20:35:40 main:574] : INFO : Epoch 1756 | loss: 0.0309527 | val_loss: 0.0312756 | Time: 2635.89 ms [2021-10-22 20:35:43 main:574] : INFO : Epoch 1757 | loss: 0.0309603 | val_loss: 0.0313001 | Time: 2538.44 ms [2021-10-22 20:35:45 main:574] : INFO : Epoch 1758 | loss: 0.0309594 | val_loss: 0.0312576 | Time: 2467.75 ms [2021-10-22 20:35:48 main:574] : INFO : Epoch 1759 | loss: 0.0309601 | val_loss: 0.0312816 | Time: 2411.71 ms [2021-10-22 20:35:50 main:574] : INFO : Epoch 1760 | loss: 0.0309564 | val_loss: 0.0312495 | Time: 2570.64 ms [2021-10-22 20:35:53 main:574] : INFO : Epoch 1761 | loss: 0.0309635 | val_loss: 0.0312652 | Time: 2771.47 ms [2021-10-22 20:35:55 main:574] : INFO : Epoch 1762 | loss: 0.0309621 | val_loss: 0.0312746 | Time: 2442.84 ms [2021-10-22 20:35:58 main:574] : INFO : Epoch 1763 | loss: 0.0309628 | val_loss: 0.0312574 | Time: 2519.51 ms [2021-10-22 20:36:00 main:574] : INFO : Epoch 1764 | loss: 0.0309809 | val_loss: 0.0312392 | Time: 2554.33 ms [2021-10-22 20:36:03 main:574] : INFO : Epoch 1765 | loss: 0.0309699 | val_loss: 0.0312665 | Time: 2618.64 ms [2021-10-22 20:36:06 main:574] : INFO : Epoch 1766 | loss: 0.0309554 | val_loss: 0.0312511 | Time: 2616.78 ms [2021-10-22 20:36:08 main:574] : INFO : Epoch 1767 | loss: 0.0309548 | val_loss: 0.0312712 | Time: 2637.06 ms [2021-10-22 20:36:11 main:574] : INFO : Epoch 1768 | loss: 0.0309618 | val_loss: 0.0312669 | Time: 2579.69 ms [2021-10-22 20:36:13 main:574] : INFO : Epoch 1769 | loss: 0.0309723 | val_loss: 0.031282 | Time: 2542 ms [2021-10-22 20:36:16 main:574] : INFO : Epoch 1770 | loss: 0.0309706 | val_loss: 0.0312864 | Time: 2650.4 ms [2021-10-22 20:36:19 main:574] : INFO : Epoch 1771 | loss: 0.0309595 | val_loss: 0.0312506 | Time: 2547.47 ms [2021-10-22 20:36:21 main:574] : INFO : Epoch 1772 | loss: 0.0309496 | val_loss: 0.0312803 | Time: 2450.65 ms [2021-10-22 20:36:24 main:574] : INFO : Epoch 1773 | loss: 0.0309494 | val_loss: 0.0312676 | Time: 2554.44 ms [2021-10-22 20:36:26 main:574] : INFO : Epoch 1774 | loss: 0.0309647 | val_loss: 0.0312587 | Time: 2660.02 ms [2021-10-22 20:36:29 main:574] : INFO : Epoch 1775 | loss: 0.0309597 | val_loss: 0.0312559 | Time: 2546.58 ms [2021-10-22 20:36:32 main:574] : INFO : Epoch 1776 | loss: 0.0309513 | val_loss: 0.0312816 | Time: 2723.3 ms [2021-10-22 20:36:34 main:574] : INFO : Epoch 1777 | loss: 0.0309555 | val_loss: 0.0312722 | Time: 2585.26 ms [2021-10-22 20:36:37 main:574] : INFO : Epoch 1778 | loss: 0.030955 | val_loss: 0.0312691 | Time: 2636.6 ms [2021-10-22 20:36:40 main:574] : INFO : Epoch 1779 | loss: 0.0309559 | val_loss: 0.0312599 | Time: 3050.28 ms [2021-10-22 20:36:43 main:574] : INFO : Epoch 1780 | loss: 0.0309616 | val_loss: 0.0312219 | Time: 2577.18 ms [2021-10-22 20:36:45 main:574] : INFO : Epoch 1781 | loss: 0.0309747 | val_loss: 0.0312812 | Time: 2758.61 ms [2021-10-22 20:36:48 main:574] : INFO : Epoch 1782 | loss: 0.0309642 | val_loss: 0.0312444 | Time: 2651.89 ms [2021-10-22 20:36:50 main:574] : INFO : Epoch 1783 | loss: 0.0309726 | val_loss: 0.0312958 | Time: 2496 ms [2021-10-22 20:36:53 main:574] : INFO : Epoch 1784 | loss: 0.0309605 | val_loss: 0.0312462 | Time: 2458.22 ms [2021-10-22 20:36:55 main:574] : INFO : Epoch 1785 | loss: 0.0309558 | val_loss: 0.031253 | Time: 2578.45 ms [2021-10-22 20:36:58 main:574] : INFO : Epoch 1786 | loss: 0.0309578 | val_loss: 0.0312695 | Time: 2505.7 ms [2021-10-22 20:37:01 main:574] : INFO : Epoch 1787 | loss: 0.0309517 | val_loss: 0.0312992 | Time: 2610.02 ms [2021-10-22 20:37:03 main:574] : INFO : Epoch 1788 | loss: 0.0309561 | val_loss: 0.0312573 | Time: 2598.97 ms [2021-10-22 20:37:06 main:574] : INFO : Epoch 1789 | loss: 0.0309534 | val_loss: 0.0312594 | Time: 2564.28 ms [2021-10-22 20:37:08 main:574] : INFO : Epoch 1790 | loss: 0.0309562 | val_loss: 0.0312532 | Time: 2546.82 ms [2021-10-22 20:37:11 main:574] : INFO : Epoch 1791 | loss: 0.030957 | val_loss: 0.031269 | Time: 2723.19 ms [2021-10-22 20:37:14 main:574] : INFO : Epoch 1792 | loss: 0.0309598 | val_loss: 0.0312833 | Time: 2619.4 ms [2021-10-22 20:37:16 main:574] : INFO : Epoch 1793 | loss: 0.0309556 | val_loss: 0.0312463 | Time: 2735.24 ms [2021-10-22 20:37:19 main:574] : INFO : Epoch 1794 | loss: 0.0309646 | val_loss: 0.0312608 | Time: 2630.05 ms [2021-10-22 20:37:22 main:574] : INFO : Epoch 1795 | loss: 0.0309625 | val_loss: 0.0312822 | Time: 2653.25 ms [2021-10-22 20:37:24 main:574] : INFO : Epoch 1796 | loss: 0.0309523 | val_loss: 0.031285 | Time: 2507.11 ms [2021-10-22 20:37:27 main:574] : INFO : Epoch 1797 | loss: 0.0309567 | val_loss: 0.0312912 | Time: 2480.17 ms [2021-10-22 20:37:29 main:574] : INFO : Epoch 1798 | loss: 0.030961 | val_loss: 0.031293 | Time: 2674.51 ms [2021-10-22 20:37:32 main:574] : INFO : Epoch 1799 | loss: 0.0309697 | val_loss: 0.0312857 | Time: 2648.18 ms [2021-10-22 20:37:35 main:574] : INFO : Epoch 1800 | loss: 0.0309562 | val_loss: 0.0312567 | Time: 2536.76 ms [2021-10-22 20:37:37 main:574] : INFO : Epoch 1801 | loss: 0.0309535 | val_loss: 0.0312847 | Time: 2496.01 ms [2021-10-22 20:37:40 main:574] : INFO : Epoch 1802 | loss: 0.0309507 | val_loss: 0.0312927 | Time: 2596.63 ms [2021-10-22 20:37:42 main:574] : INFO : Epoch 1803 | loss: 0.0309497 | val_loss: 0.0312612 | Time: 2443.97 ms [2021-10-22 20:37:45 main:574] : INFO : Epoch 1804 | loss: 0.0309558 | val_loss: 0.0312783 | Time: 2449.33 ms [2021-10-22 20:37:47 main:574] : INFO : Epoch 1805 | loss: 0.0309564 | val_loss: 0.0312829 | Time: 2507.39 ms [2021-10-22 20:37:50 main:574] : INFO : Epoch 1806 | loss: 0.0309723 | val_loss: 0.0312917 | Time: 2659.01 ms [2021-10-22 20:37:52 main:574] : INFO : Epoch 1807 | loss: 0.0309652 | val_loss: 0.0312478 | Time: 2564.47 ms [2021-10-22 20:37:55 main:574] : INFO : Epoch 1808 | loss: 0.0309538 | val_loss: 0.0312941 | Time: 2537 ms [2021-10-22 20:37:58 main:574] : INFO : Epoch 1809 | loss: 0.0309504 | val_loss: 0.0312796 | Time: 2587.49 ms [2021-10-22 20:38:00 main:574] : INFO : Epoch 1810 | loss: 0.0309529 | val_loss: 0.0312742 | Time: 2490.92 ms [2021-10-22 20:38:03 main:574] : INFO : Epoch 1811 | loss: 0.0309612 | val_loss: 0.0312779 | Time: 2432.88 ms [2021-10-22 20:38:05 main:574] : INFO : Epoch 1812 | loss: 0.0309666 | val_loss: 0.0312554 | Time: 2609.97 ms [2021-10-22 20:38:08 main:574] : INFO : Epoch 1813 | loss: 0.0309565 | val_loss: 0.0312475 | Time: 2646.13 ms [2021-10-22 20:38:11 main:574] : INFO : Epoch 1814 | loss: 0.0309589 | val_loss: 0.0312811 | Time: 2605.74 ms [2021-10-22 20:38:13 main:574] : INFO : Epoch 1815 | loss: 0.0309527 | val_loss: 0.031279 | Time: 2557.05 ms [2021-10-22 20:38:16 main:574] : INFO : Epoch 1816 | loss: 0.0309655 | val_loss: 0.0312527 | Time: 2775.82 ms [2021-10-22 20:38:19 main:574] : INFO : Epoch 1817 | loss: 0.0309653 | val_loss: 0.0312646 | Time: 2499.89 ms [2021-10-22 20:38:21 main:574] : INFO : Epoch 1818 | loss: 0.0309635 | val_loss: 0.0313079 | Time: 2498.77 ms [2021-10-22 20:38:24 main:574] : INFO : Epoch 1819 | loss: 0.0309705 | val_loss: 0.0312896 | Time: 2644.26 ms [2021-10-22 20:38:26 main:574] : INFO : Epoch 1820 | loss: 0.0309673 | val_loss: 0.0312663 | Time: 2574.24 ms [2021-10-22 20:38:29 main:574] : INFO : Epoch 1821 | loss: 0.0309608 | val_loss: 0.0312706 | Time: 2412.32 ms [2021-10-22 20:38:31 main:574] : INFO : Epoch 1822 | loss: 0.0309514 | val_loss: 0.0312803 | Time: 2573.41 ms [2021-10-22 20:38:34 main:574] : INFO : Epoch 1823 | loss: 0.0309487 | val_loss: 0.0312874 | Time: 2501.37 ms [2021-10-22 20:38:36 main:574] : INFO : Epoch 1824 | loss: 0.0309444 | val_loss: 0.0312623 | Time: 2421.66 ms [2021-10-22 20:38:39 main:574] : INFO : Epoch 1825 | loss: 0.0309527 | val_loss: 0.0312892 | Time: 2477.2 ms [2021-10-22 20:38:41 main:574] : INFO : Epoch 1826 | loss: 0.030961 | val_loss: 0.0312714 | Time: 2443.41 ms [2021-10-22 20:38:44 main:574] : INFO : Epoch 1827 | loss: 0.0309577 | val_loss: 0.0312763 | Time: 2557.5 ms [2021-10-22 20:38:46 main:574] : INFO : Epoch 1828 | loss: 0.0309593 | val_loss: 0.0312614 | Time: 2476.43 ms [2021-10-22 20:38:49 main:574] : INFO : Epoch 1829 | loss: 0.0309621 | val_loss: 0.0312693 | Time: 2561.9 ms [2021-10-22 20:38:51 main:574] : INFO : Epoch 1830 | loss: 0.0309611 | val_loss: 0.0312771 | Time: 2526.17 ms [2021-10-22 20:38:54 main:574] : INFO : Epoch 1831 | loss: 0.0309512 | val_loss: 0.0312756 | Time: 2488.52 ms [2021-10-22 20:38:56 main:574] : INFO : Epoch 1832 | loss: 0.0309496 | val_loss: 0.0312651 | Time: 2408.4 ms [2021-10-22 20:38:59 main:574] : INFO : Epoch 1833 | loss: 0.0309652 | val_loss: 0.0312616 | Time: 2500.74 ms [2021-10-22 20:39:01 main:574] : INFO : Epoch 1834 | loss: 0.0309553 | val_loss: 0.0312651 | Time: 2522.26 ms [2021-10-22 20:39:04 main:574] : INFO : Epoch 1835 | loss: 0.0309585 | val_loss: 0.0312962 | Time: 2383.9 ms [2021-10-22 20:39:06 main:574] : INFO : Epoch 1836 | loss: 0.0309446 | val_loss: 0.0312953 | Time: 2482.48 ms [2021-10-22 20:39:09 main:574] : INFO : Epoch 1837 | loss: 0.0309535 | val_loss: 0.0312861 | Time: 2505.95 ms [2021-10-22 20:39:11 main:574] : INFO : Epoch 1838 | loss: 0.0309606 | val_loss: 0.0312981 | Time: 2662.77 ms [2021-10-22 20:39:14 main:574] : INFO : Epoch 1839 | loss: 0.0309565 | val_loss: 0.0312738 | Time: 2521.18 ms [2021-10-22 20:39:16 main:574] : INFO : Epoch 1840 | loss: 0.0309591 | val_loss: 0.0312655 | Time: 2562.63 ms [2021-10-22 20:39:19 main:574] : INFO : Epoch 1841 | loss: 0.0309762 | val_loss: 0.0312421 | Time: 2453.05 ms [2021-10-22 20:39:21 main:574] : INFO : Epoch 1842 | loss: 0.0309611 | val_loss: 0.0312766 | Time: 2562.32 ms [2021-10-22 20:39:24 main:574] : INFO : Epoch 1843 | loss: 0.030961 | val_loss: 0.0312968 | Time: 2638.7 ms [2021-10-22 20:39:27 main:574] : INFO : Epoch 1844 | loss: 0.0309779 | val_loss: 0.0312529 | Time: 2566.04 ms [2021-10-22 20:39:29 main:574] : INFO : Epoch 1845 | loss: 0.0309697 | val_loss: 0.0312638 | Time: 2609.23 ms [2021-10-22 20:39:32 main:574] : INFO : Epoch 1846 | loss: 0.0309764 | val_loss: 0.0312612 | Time: 2844.99 ms [2021-10-22 20:39:35 main:574] : INFO : Epoch 1847 | loss: 0.0309643 | val_loss: 0.0312762 | Time: 2721.97 ms [2021-10-22 20:39:38 main:574] : INFO : Epoch 1848 | loss: 0.0309548 | val_loss: 0.0312621 | Time: 2751.74 ms [2021-10-22 20:39:40 main:574] : INFO : Epoch 1849 | loss: 0.0309607 | val_loss: 0.0312665 | Time: 2625.63 ms [2021-10-22 20:39:43 main:574] : INFO : Epoch 1850 | loss: 0.0309594 | val_loss: 0.0312742 | Time: 2815.69 ms [2021-10-22 20:39:46 main:574] : INFO : Epoch 1851 | loss: 0.0309651 | val_loss: 0.0312484 | Time: 2731.24 ms [2021-10-22 20:39:48 main:574] : INFO : Epoch 1852 | loss: 0.0309674 | val_loss: 0.0312561 | Time: 2576.72 ms [2021-10-22 20:39:51 main:574] : INFO : Epoch 1853 | loss: 0.0309647 | val_loss: 0.0312681 | Time: 2623.88 ms [2021-10-22 20:39:54 main:574] : INFO : Epoch 1854 | loss: 0.0309667 | val_loss: 0.0312438 | Time: 2705.48 ms [2021-10-22 20:39:56 main:574] : INFO : Epoch 1855 | loss: 0.0309585 | val_loss: 0.0312655 | Time: 2609.66 ms [2021-10-22 20:39:59 main:574] : INFO : Epoch 1856 | loss: 0.0309601 | val_loss: 0.0312508 | Time: 2465.33 ms [2021-10-22 20:40:01 main:574] : INFO : Epoch 1857 | loss: 0.0309533 | val_loss: 0.0313015 | Time: 2515.42 ms [2021-10-22 20:40:04 main:574] : INFO : Epoch 1858 | loss: 0.030953 | val_loss: 0.0313046 | Time: 2533.76 ms [2021-10-22 20:40:07 main:574] : INFO : Epoch 1859 | loss: 0.0309567 | val_loss: 0.0312693 | Time: 2786.29 ms [2021-10-22 20:40:09 main:574] : INFO : Epoch 1860 | loss: 0.0309522 | val_loss: 0.0312621 | Time: 2387.88 ms [2021-10-22 20:40:12 main:574] : INFO : Epoch 1861 | loss: 0.0309536 | val_loss: 0.0312692 | Time: 2613.88 ms [2021-10-22 20:40:14 main:574] : INFO : Epoch 1862 | loss: 0.0309516 | val_loss: 0.0312814 | Time: 2547.9 ms [2021-10-22 20:40:17 main:574] : INFO : Epoch 1863 | loss: 0.030956 | val_loss: 0.0312504 | Time: 2640.58 ms [2021-10-22 20:40:19 main:574] : INFO : Epoch 1864 | loss: 0.0309541 | val_loss: 0.0312704 | Time: 2551.07 ms [2021-10-22 20:40:22 main:574] : INFO : Epoch 1865 | loss: 0.0309567 | val_loss: 0.0312955 | Time: 2591.29 ms [2021-10-22 20:40:25 main:574] : INFO : Epoch 1866 | loss: 0.0309616 | val_loss: 0.0312762 | Time: 2536.7 ms [2021-10-22 20:40:27 main:574] : INFO : Epoch 1867 | loss: 0.0309577 | val_loss: 0.0312783 | Time: 2466.51 ms [2021-10-22 20:40:30 main:574] : INFO : Epoch 1868 | loss: 0.0309673 | val_loss: 0.03126 | Time: 2541.26 ms [2021-10-22 20:40:32 main:574] : INFO : Epoch 1869 | loss: 0.0309724 | val_loss: 0.0312734 | Time: 2562.36 ms [2021-10-22 20:40:35 main:574] : INFO : Epoch 1870 | loss: 0.0309528 | val_loss: 0.0312597 | Time: 2508.11 ms [2021-10-22 20:40:37 main:574] : INFO : Epoch 1871 | loss: 0.030955 | val_loss: 0.0312706 | Time: 2578.38 ms [2021-10-22 20:40:40 main:574] : INFO : Epoch 1872 | loss: 0.0309639 | val_loss: 0.031301 | Time: 2521.9 ms [2021-10-22 20:40:42 main:574] : INFO : Epoch 1873 | loss: 0.0309677 | val_loss: 0.0312278 | Time: 2580.6 ms [2021-10-22 20:40:45 main:574] : INFO : Epoch 1874 | loss: 0.03097 | val_loss: 0.0312764 | Time: 2680.04 ms [2021-10-22 20:40:48 main:574] : INFO : Epoch 1875 | loss: 0.0309539 | val_loss: 0.0312971 | Time: 2685.15 ms [2021-10-22 20:40:51 main:574] : INFO : Epoch 1876 | loss: 0.0309632 | val_loss: 0.0312854 | Time: 2717.06 ms [2021-10-22 20:40:53 main:574] : INFO : Epoch 1877 | loss: 0.0309596 | val_loss: 0.0312733 | Time: 2480.57 ms [2021-10-22 20:40:55 main:574] : INFO : Epoch 1878 | loss: 0.0309684 | val_loss: 0.0312663 | Time: 2246.58 ms [2021-10-22 20:40:58 main:574] : INFO : Epoch 1879 | loss: 0.0309611 | val_loss: 0.031261 | Time: 2286.42 ms [2021-10-22 20:41:00 main:574] : INFO : Epoch 1880 | loss: 0.0309589 | val_loss: 0.0312608 | Time: 2651.48 ms [2021-10-22 20:41:03 main:574] : INFO : Epoch 1881 | loss: 0.0309602 | val_loss: 0.0312678 | Time: 2545.34 ms [2021-10-22 20:41:05 main:574] : INFO : Epoch 1882 | loss: 0.0309576 | val_loss: 0.0312776 | Time: 2469.11 ms [2021-10-22 20:41:08 main:574] : INFO : Epoch 1883 | loss: 0.0309534 | val_loss: 0.0312546 | Time: 2411.86 ms [2021-10-22 20:41:10 main:574] : INFO : Epoch 1884 | loss: 0.0309523 | val_loss: 0.0312648 | Time: 2463.67 ms [2021-10-22 20:41:13 main:574] : INFO : Epoch 1885 | loss: 0.0309608 | val_loss: 0.0312733 | Time: 2918.42 ms [2021-10-22 20:41:16 main:574] : INFO : Epoch 1886 | loss: 0.0309549 | val_loss: 0.0312602 | Time: 2526.7 ms [2021-10-22 20:41:18 main:574] : INFO : Epoch 1887 | loss: 0.0309722 | val_loss: 0.0312511 | Time: 2497.56 ms [2021-10-22 20:41:21 main:574] : INFO : Epoch 1888 | loss: 0.0309597 | val_loss: 0.0312568 | Time: 2609.48 ms [2021-10-22 20:41:23 main:574] : INFO : Epoch 1889 | loss: 0.030959 | val_loss: 0.0312975 | Time: 2610.31 ms [2021-10-22 20:41:26 main:574] : INFO : Epoch 1890 | loss: 0.030963 | val_loss: 0.0312593 | Time: 2690.45 ms [2021-10-22 20:41:29 main:574] : INFO : Epoch 1891 | loss: 0.0309596 | val_loss: 0.0312675 | Time: 2696.43 ms [2021-10-22 20:41:31 main:574] : INFO : Epoch 1892 | loss: 0.0309623 | val_loss: 0.0312928 | Time: 2453.33 ms [2021-10-22 20:41:34 main:574] : INFO : Epoch 1893 | loss: 0.0309556 | val_loss: 0.0312791 | Time: 2475 ms [2021-10-22 20:41:36 main:574] : INFO : Epoch 1894 | loss: 0.0309689 | val_loss: 0.0312401 | Time: 2398.98 ms [2021-10-22 20:41:39 main:574] : INFO : Epoch 1895 | loss: 0.0309597 | val_loss: 0.0312869 | Time: 2491 ms [2021-10-22 20:41:41 main:574] : INFO : Epoch 1896 | loss: 0.0309473 | val_loss: 0.0312405 | Time: 2417.44 ms [2021-10-22 20:41:43 main:574] : INFO : Epoch 1897 | loss: 0.030955 | val_loss: 0.0312596 | Time: 2421.28 ms [2021-10-22 20:41:46 main:574] : INFO : Epoch 1898 | loss: 0.0309649 | val_loss: 0.0312684 | Time: 2454.8 ms [2021-10-22 20:41:48 main:574] : INFO : Epoch 1899 | loss: 0.0309587 | val_loss: 0.0312685 | Time: 2564.04 ms [2021-10-22 20:41:51 main:574] : INFO : Epoch 1900 | loss: 0.0309584 | val_loss: 0.0312984 | Time: 2582.48 ms [2021-10-22 20:41:54 main:574] : INFO : Epoch 1901 | loss: 0.0309666 | val_loss: 0.031283 | Time: 2504.18 ms [2021-10-22 20:41:56 main:574] : INFO : Epoch 1902 | loss: 0.0309626 | val_loss: 0.0312448 | Time: 2591.14 ms [2021-10-22 20:41:59 main:574] : INFO : Epoch 1903 | loss: 0.0309705 | val_loss: 0.0312655 | Time: 2500.49 ms [2021-10-22 20:42:01 main:574] : INFO : Epoch 1904 | loss: 0.0309541 | val_loss: 0.0312671 | Time: 2505.32 ms [2021-10-22 20:42:04 main:574] : INFO : Epoch 1905 | loss: 0.0309496 | val_loss: 0.0312503 | Time: 2665.22 ms [2021-10-22 20:42:06 main:574] : INFO : Epoch 1906 | loss: 0.0309541 | val_loss: 0.0312677 | Time: 2656.68 ms [2021-10-22 20:42:09 main:574] : INFO : Epoch 1907 | loss: 0.0309655 | val_loss: 0.0312544 | Time: 2472.02 ms [2021-10-22 20:42:12 main:574] : INFO : Epoch 1908 | loss: 0.0309628 | val_loss: 0.0312762 | Time: 2632.33 ms [2021-10-22 20:42:14 main:574] : INFO : Epoch 1909 | loss: 0.0309605 | val_loss: 0.0312796 | Time: 2586.83 ms [2021-10-22 20:42:17 main:574] : INFO : Epoch 1910 | loss: 0.0309525 | val_loss: 0.031311 | Time: 2551.93 ms [2021-10-22 20:42:19 main:574] : INFO : Epoch 1911 | loss: 0.0309562 | val_loss: 0.0312851 | Time: 2511.94 ms [2021-10-22 20:42:22 main:574] : INFO : Epoch 1912 | loss: 0.0309473 | val_loss: 0.0312798 | Time: 2603.12 ms [2021-10-22 20:42:24 main:574] : INFO : Epoch 1913 | loss: 0.0309578 | val_loss: 0.0312833 | Time: 2552.13 ms [2021-10-22 20:42:27 main:574] : INFO : Epoch 1914 | loss: 0.0309568 | val_loss: 0.0312732 | Time: 2610.51 ms [2021-10-22 20:42:30 main:574] : INFO : Epoch 1915 | loss: 0.0309647 | val_loss: 0.0312861 | Time: 2573.48 ms [2021-10-22 20:42:32 main:574] : INFO : Epoch 1916 | loss: 0.0309559 | val_loss: 0.0312515 | Time: 2501.26 ms [2021-10-22 20:42:35 main:574] : INFO : Epoch 1917 | loss: 0.03096 | val_loss: 0.0312742 | Time: 2615.82 ms [2021-10-22 20:42:38 main:574] : INFO : Epoch 1918 | loss: 0.030967 | val_loss: 0.0312728 | Time: 2746.01 ms [2021-10-22 20:42:40 main:574] : INFO : Epoch 1919 | loss: 0.0309553 | val_loss: 0.0312676 | Time: 2510.09 ms [2021-10-22 20:42:43 main:574] : INFO : Epoch 1920 | loss: 0.0309497 | val_loss: 0.0313236 | Time: 2478.19 ms [2021-10-22 20:42:45 main:574] : INFO : Epoch 1921 | loss: 0.0309512 | val_loss: 0.0312835 | Time: 2455.71 ms [2021-10-22 20:42:48 main:574] : INFO : Epoch 1922 | loss: 0.0309598 | val_loss: 0.031306 | Time: 2543.25 ms [2021-10-22 20:42:50 main:574] : INFO : Epoch 1923 | loss: 0.0309646 | val_loss: 0.0312841 | Time: 2472.97 ms [2021-10-22 20:42:53 main:574] : INFO : Epoch 1924 | loss: 0.0309568 | val_loss: 0.0312625 | Time: 2459.58 ms [2021-10-22 20:42:55 main:574] : INFO : Epoch 1925 | loss: 0.0309569 | val_loss: 0.0312703 | Time: 2463.63 ms [2021-10-22 20:42:58 main:574] : INFO : Epoch 1926 | loss: 0.030967 | val_loss: 0.03125 | Time: 2537.92 ms [2021-10-22 20:43:00 main:574] : INFO : Epoch 1927 | loss: 0.0309592 | val_loss: 0.0312638 | Time: 2660.12 ms [2021-10-22 20:43:03 main:574] : INFO : Epoch 1928 | loss: 0.0309594 | val_loss: 0.0312616 | Time: 2573.82 ms [2021-10-22 20:43:05 main:574] : INFO : Epoch 1929 | loss: 0.0309531 | val_loss: 0.0312744 | Time: 2535 ms [2021-10-22 20:43:08 main:574] : INFO : Epoch 1930 | loss: 0.030951 | val_loss: 0.0312619 | Time: 2495.01 ms [2021-10-22 20:43:10 main:574] : INFO : Epoch 1931 | loss: 0.0309568 | val_loss: 0.031277 | Time: 2579.99 ms [2021-10-22 20:43:13 main:574] : INFO : Epoch 1932 | loss: 0.0309663 | val_loss: 0.0312451 | Time: 2595.99 ms [2021-10-22 20:43:16 main:574] : INFO : Epoch 1933 | loss: 0.030962 | val_loss: 0.0312675 | Time: 2644.67 ms [2021-10-22 20:43:18 main:574] : INFO : Epoch 1934 | loss: 0.0309642 | val_loss: 0.0312564 | Time: 2557.41 ms [2021-10-22 20:43:21 main:574] : INFO : Epoch 1935 | loss: 0.0309673 | val_loss: 0.0312463 | Time: 2688.93 ms [2021-10-22 20:43:23 main:574] : INFO : Epoch 1936 | loss: 0.030965 | val_loss: 0.031261 | Time: 2518.55 ms [2021-10-22 20:43:26 main:574] : INFO : Epoch 1937 | loss: 0.0309627 | val_loss: 0.0312983 | Time: 2509.68 ms [2021-10-22 20:43:29 main:574] : INFO : Epoch 1938 | loss: 0.0309607 | val_loss: 0.0312713 | Time: 2616.41 ms [2021-10-22 20:43:31 main:574] : INFO : Epoch 1939 | loss: 0.0309529 | val_loss: 0.0312579 | Time: 2536.15 ms [2021-10-22 20:43:34 main:574] : INFO : Epoch 1940 | loss: 0.0309626 | val_loss: 0.0312826 | Time: 2476.66 ms [2021-10-22 20:43:36 main:574] : INFO : Epoch 1941 | loss: 0.0309567 | val_loss: 0.0312859 | Time: 2697.58 ms [2021-10-22 20:43:39 main:574] : INFO : Epoch 1942 | loss: 0.030959 | val_loss: 0.0312693 | Time: 2760.69 ms [2021-10-22 20:43:42 main:574] : INFO : Epoch 1943 | loss: 0.0309648 | val_loss: 0.0312555 | Time: 2555.19 ms [2021-10-22 20:43:44 main:574] : INFO : Epoch 1944 | loss: 0.030963 | val_loss: 0.0312646 | Time: 2582.59 ms [2021-10-22 20:43:47 main:574] : INFO : Epoch 1945 | loss: 0.0309562 | val_loss: 0.0313248 | Time: 2558.94 ms [2021-10-22 20:43:49 main:574] : INFO : Epoch 1946 | loss: 0.0309545 | val_loss: 0.0312645 | Time: 2572.42 ms [2021-10-22 20:43:52 main:574] : INFO : Epoch 1947 | loss: 0.0309562 | val_loss: 0.0312637 | Time: 2473.36 ms [2021-10-22 20:43:55 main:574] : INFO : Epoch 1948 | loss: 0.0309523 | val_loss: 0.0312896 | Time: 2639.12 ms [2021-10-22 20:43:57 main:574] : INFO : Epoch 1949 | loss: 0.0309574 | val_loss: 0.031252 | Time: 2659.68 ms [2021-10-22 20:44:00 main:574] : INFO : Epoch 1950 | loss: 0.0309685 | val_loss: 0.0312551 | Time: 2565.61 ms [2021-10-22 20:44:02 main:574] : INFO : Epoch 1951 | loss: 0.0309666 | val_loss: 0.0312623 | Time: 2752.91 ms [2021-10-22 20:44:05 main:574] : INFO : Epoch 1952 | loss: 0.0309581 | val_loss: 0.031253 | Time: 2552.07 ms [2021-10-22 20:44:08 main:574] : INFO : Epoch 1953 | loss: 0.0309512 | val_loss: 0.0312709 | Time: 2867.64 ms [2021-10-22 20:44:11 main:574] : INFO : Epoch 1954 | loss: 0.0309548 | val_loss: 0.0312727 | Time: 2681.9 ms [2021-10-22 20:44:13 main:574] : INFO : Epoch 1955 | loss: 0.0309509 | val_loss: 0.0312642 | Time: 2532.5 ms [2021-10-22 20:44:16 main:574] : INFO : Epoch 1956 | loss: 0.0309492 | val_loss: 0.0312797 | Time: 2555.28 ms [2021-10-22 20:44:18 main:574] : INFO : Epoch 1957 | loss: 0.0309548 | val_loss: 0.0312598 | Time: 2517.43 ms [2021-10-22 20:44:21 main:574] : INFO : Epoch 1958 | loss: 0.0309617 | val_loss: 0.0312721 | Time: 2538.76 ms [2021-10-22 20:44:23 main:574] : INFO : Epoch 1959 | loss: 0.0309519 | val_loss: 0.0312753 | Time: 2581.12 ms [2021-10-22 20:44:26 main:574] : INFO : Epoch 1960 | loss: 0.030968 | val_loss: 0.031267 | Time: 2543.33 ms [2021-10-22 20:44:28 main:574] : INFO : Epoch 1961 | loss: 0.0309657 | val_loss: 0.031284 | Time: 2504.83 ms [2021-10-22 20:44:31 main:574] : INFO : Epoch 1962 | loss: 0.0310197 | val_loss: 0.0312083 | Time: 2651.54 ms [2021-10-22 20:44:34 main:574] : INFO : Epoch 1963 | loss: 0.0310049 | val_loss: 0.0312389 | Time: 2748.51 ms [2021-10-22 20:44:37 main:574] : INFO : Epoch 1964 | loss: 0.0309733 | val_loss: 0.0312462 | Time: 2644.21 ms [2021-10-22 20:44:39 main:574] : INFO : Epoch 1965 | loss: 0.030958 | val_loss: 0.0312605 | Time: 2526.2 ms [2021-10-22 20:44:42 main:574] : INFO : Epoch 1966 | loss: 0.0309541 | val_loss: 0.0312746 | Time: 2594.5 ms [2021-10-22 20:44:44 main:574] : INFO : Epoch 1967 | loss: 0.030961 | val_loss: 0.031224 | Time: 2796.93 ms [2021-10-22 20:44:47 main:574] : INFO : Epoch 1968 | loss: 0.0309631 | val_loss: 0.031271 | Time: 2642.47 ms [2021-10-22 20:44:50 main:574] : INFO : Epoch 1969 | loss: 0.0309645 | val_loss: 0.031247 | Time: 2572.08 ms [2021-10-22 20:44:52 main:574] : INFO : Epoch 1970 | loss: 0.0309637 | val_loss: 0.031278 | Time: 2547.38 ms [2021-10-22 20:44:55 main:574] : INFO : Epoch 1971 | loss: 0.0309645 | val_loss: 0.0312718 | Time: 2488.96 ms [2021-10-22 20:44:57 main:574] : INFO : Epoch 1972 | loss: 0.0309661 | val_loss: 0.0312638 | Time: 2612.8 ms [2021-10-22 20:45:00 main:574] : INFO : Epoch 1973 | loss: 0.0309731 | val_loss: 0.0312655 | Time: 2552.93 ms [2021-10-22 20:45:03 main:574] : INFO : Epoch 1974 | loss: 0.0309643 | val_loss: 0.0312698 | Time: 2807.33 ms [2021-10-22 20:45:05 main:574] : INFO : Epoch 1975 | loss: 0.0309557 | val_loss: 0.0312668 | Time: 2708.67 ms [2021-10-22 20:45:08 main:574] : INFO : Epoch 1976 | loss: 0.0309635 | val_loss: 0.0312521 | Time: 2537.47 ms [2021-10-22 20:45:11 main:574] : INFO : Epoch 1977 | loss: 0.0309584 | val_loss: 0.0312506 | Time: 2558.4 ms [2021-10-22 20:45:13 main:574] : INFO : Epoch 1978 | loss: 0.0309649 | val_loss: 0.031275 | Time: 2500.4 ms [2021-10-22 20:45:16 main:574] : INFO : Epoch 1979 | loss: 0.0309665 | val_loss: 0.0312441 | Time: 2484.82 ms [2021-10-22 20:45:18 main:574] : INFO : Epoch 1980 | loss: 0.0309625 | val_loss: 0.0312515 | Time: 2590.39 ms [2021-10-22 20:45:21 main:574] : INFO : Epoch 1981 | loss: 0.0309528 | val_loss: 0.0312588 | Time: 2518.2 ms [2021-10-22 20:45:23 main:574] : INFO : Epoch 1982 | loss: 0.0309539 | val_loss: 0.0312678 | Time: 2508.39 ms [2021-10-22 20:45:26 main:574] : INFO : Epoch 1983 | loss: 0.0309508 | val_loss: 0.0312717 | Time: 2630.69 ms [2021-10-22 20:45:28 main:574] : INFO : Epoch 1984 | loss: 0.0309544 | val_loss: 0.031254 | Time: 2668.19 ms [2021-10-22 20:45:31 main:574] : INFO : Epoch 1985 | loss: 0.0309595 | val_loss: 0.0312901 | Time: 2607.31 ms [2021-10-22 20:45:34 main:574] : INFO : Epoch 1986 | loss: 0.0309559 | val_loss: 0.031268 | Time: 2561.92 ms [2021-10-22 20:45:36 main:574] : INFO : Epoch 1987 | loss: 0.0309607 | val_loss: 0.0312614 | Time: 2613.54 ms [2021-10-22 20:45:39 main:574] : INFO : Epoch 1988 | loss: 0.0309567 | val_loss: 0.0312692 | Time: 2619.47 ms [2021-10-22 20:45:41 main:574] : INFO : Epoch 1989 | loss: 0.0309457 | val_loss: 0.0312819 | Time: 2444.23 ms [2021-10-22 20:45:44 main:574] : INFO : Epoch 1990 | loss: 0.0309521 | val_loss: 0.0312714 | Time: 2493.63 ms [2021-10-22 20:45:46 main:574] : INFO : Epoch 1991 | loss: 0.0309621 | val_loss: 0.0312546 | Time: 2572.55 ms [2021-10-22 20:45:49 main:574] : INFO : Epoch 1992 | loss: 0.0309705 | val_loss: 0.0312598 | Time: 2601.54 ms [2021-10-22 20:45:52 main:574] : INFO : Epoch 1993 | loss: 0.0309756 | val_loss: 0.0312866 | Time: 2573.3 ms [2021-10-22 20:45:54 main:574] : INFO : Epoch 1994 | loss: 0.0309533 | val_loss: 0.0312694 | Time: 2615.86 ms [2021-10-22 20:45:57 main:574] : INFO : Epoch 1995 | loss: 0.0309586 | val_loss: 0.0312858 | Time: 2638.47 ms [2021-10-22 20:46:00 main:574] : INFO : Epoch 1996 | loss: 0.0309571 | val_loss: 0.031252 | Time: 2647.29 ms [2021-10-22 20:46:02 main:574] : INFO : Epoch 1997 | loss: 0.0309586 | val_loss: 0.0312591 | Time: 2533.19 ms [2021-10-22 20:46:05 main:574] : INFO : Epoch 1998 | loss: 0.0309533 | val_loss: 0.0312708 | Time: 2620.98 ms [2021-10-22 20:46:07 main:574] : INFO : Epoch 1999 | loss: 0.0309628 | val_loss: 0.0312978 | Time: 2585.25 ms [2021-10-22 20:46:10 main:574] : INFO : Epoch 2000 | loss: 0.0309567 | val_loss: 0.0312595 | Time: 2545.77 ms [2021-10-22 20:46:13 main:574] : INFO : Epoch 2001 | loss: 0.030948 | val_loss: 0.0312675 | Time: 2662.42 ms [2021-10-22 20:46:15 main:574] : INFO : Epoch 2002 | loss: 0.0309481 | val_loss: 0.0312854 | Time: 2591.4 ms [2021-10-22 20:46:18 main:574] : INFO : Epoch 2003 | loss: 0.0309559 | val_loss: 0.0312641 | Time: 2722.5 ms [2021-10-22 20:46:21 main:574] : INFO : Epoch 2004 | loss: 0.0309667 | val_loss: 0.0313069 | Time: 2673.67 ms [2021-10-22 20:46:23 main:574] : INFO : Epoch 2005 | loss: 0.0309718 | val_loss: 0.0312861 | Time: 2769.02 ms [2021-10-22 20:46:26 main:574] : INFO : Epoch 2006 | loss: 0.0309625 | val_loss: 0.0312292 | Time: 2638.5 ms [2021-10-22 20:46:29 main:574] : INFO : Epoch 2007 | loss: 0.0309619 | val_loss: 0.0312703 | Time: 2610.16 ms [2021-10-22 20:46:31 main:574] : INFO : Epoch 2008 | loss: 0.0309519 | val_loss: 0.031289 | Time: 2559.68 ms [2021-10-22 20:46:34 main:574] : INFO : Epoch 2009 | loss: 0.0309556 | val_loss: 0.0312923 | Time: 2510.96 ms [2021-10-22 20:46:36 main:574] : INFO : Epoch 2010 | loss: 0.0309562 | val_loss: 0.0312858 | Time: 2641.51 ms [2021-10-22 20:46:39 main:574] : INFO : Epoch 2011 | loss: 0.0309546 | val_loss: 0.0312919 | Time: 2628.34 ms [2021-10-22 20:46:42 main:574] : INFO : Epoch 2012 | loss: 0.0309597 | val_loss: 0.0312794 | Time: 2683.15 ms [2021-10-22 20:46:44 main:574] : INFO : Epoch 2013 | loss: 0.0309632 | val_loss: 0.0312691 | Time: 2504.02 ms [2021-10-22 20:46:47 main:574] : INFO : Epoch 2014 | loss: 0.0309448 | val_loss: 0.031299 | Time: 2637.64 ms [2021-10-22 20:46:50 main:574] : INFO : Epoch 2015 | loss: 0.0309493 | val_loss: 0.0312865 | Time: 2886.17 ms [2021-10-22 20:46:52 main:574] : INFO : Epoch 2016 | loss: 0.0309615 | val_loss: 0.0312628 | Time: 2749.32 ms [2021-10-22 20:46:55 main:574] : INFO : Epoch 2017 | loss: 0.0309582 | val_loss: 0.0312699 | Time: 2650.76 ms [2021-10-22 20:46:58 main:574] : INFO : Epoch 2018 | loss: 0.0309575 | val_loss: 0.0312704 | Time: 2700.6 ms [2021-10-22 20:47:00 main:574] : INFO : Epoch 2019 | loss: 0.0309625 | val_loss: 0.031266 | Time: 2667.47 ms [2021-10-22 20:47:03 main:574] : INFO : Epoch 2020 | loss: 0.0309642 | val_loss: 0.0312757 | Time: 2561.29 ms [2021-10-22 20:47:06 main:574] : INFO : Epoch 2021 | loss: 0.0309624 | val_loss: 0.0312577 | Time: 2770.78 ms [2021-10-22 20:47:08 main:574] : INFO : Epoch 2022 | loss: 0.0309492 | val_loss: 0.0312942 | Time: 2672.16 ms [2021-10-22 20:47:11 main:574] : INFO : Epoch 2023 | loss: 0.0309456 | val_loss: 0.0312702 | Time: 2599.27 ms [2021-10-22 20:47:14 main:574] : INFO : Epoch 2024 | loss: 0.030951 | val_loss: 0.0312574 | Time: 2590.93 ms [2021-10-22 20:47:16 main:574] : INFO : Epoch 2025 | loss: 0.0309561 | val_loss: 0.0312505 | Time: 2787.38 ms [2021-10-22 20:47:19 main:574] : INFO : Epoch 2026 | loss: 0.0309608 | val_loss: 0.0312995 | Time: 2692.71 ms [2021-10-22 20:47:22 main:574] : INFO : Epoch 2027 | loss: 0.030953 | val_loss: 0.0313054 | Time: 2518.15 ms [2021-10-22 20:47:24 main:574] : INFO : Epoch 2028 | loss: 0.0309471 | val_loss: 0.0312683 | Time: 2496.33 ms [2021-10-22 20:47:27 main:574] : INFO : Epoch 2029 | loss: 0.0309504 | val_loss: 0.0313025 | Time: 2692.71 ms [2021-10-22 20:47:30 main:574] : INFO : Epoch 2030 | loss: 0.0309511 | val_loss: 0.0312666 | Time: 2710.81 ms [2021-10-22 20:47:32 main:574] : INFO : Epoch 2031 | loss: 0.0309599 | val_loss: 0.031282 | Time: 2504.87 ms [2021-10-22 20:47:35 main:574] : INFO : Epoch 2032 | loss: 0.0309596 | val_loss: 0.0312665 | Time: 2699.89 ms [2021-10-22 20:47:38 main:574] : INFO : Epoch 2033 | loss: 0.0309584 | val_loss: 0.0312466 | Time: 2695.25 ms [2021-10-22 20:47:40 main:574] : INFO : Epoch 2034 | loss: 0.0309624 | val_loss: 0.0312846 | Time: 2455.81 ms [2021-10-22 20:47:43 main:574] : INFO : Epoch 2035 | loss: 0.031097 | val_loss: 0.0311925 | Time: 2581.26 ms [2021-10-22 20:47:45 main:574] : INFO : Epoch 2036 | loss: 0.0310856 | val_loss: 0.0312035 | Time: 2738.64 ms [2021-10-22 20:47:48 main:574] : INFO : Epoch 2037 | loss: 0.0310411 | val_loss: 0.0312149 | Time: 2740.45 ms [2021-10-22 20:47:51 main:574] : INFO : Epoch 2038 | loss: 0.0310061 | val_loss: 0.0312303 | Time: 2746.01 ms [2021-10-22 20:47:53 main:574] : INFO : Epoch 2039 | loss: 0.0309902 | val_loss: 0.0312483 | Time: 2475.95 ms [2021-10-22 20:47:56 main:574] : INFO : Epoch 2040 | loss: 0.0309775 | val_loss: 0.0312313 | Time: 2626.24 ms [2021-10-22 20:47:58 main:574] : INFO : Epoch 2041 | loss: 0.030969 | val_loss: 0.0312747 | Time: 2502.68 ms [2021-10-22 20:48:01 main:574] : INFO : Epoch 2042 | loss: 0.0309626 | val_loss: 0.0312774 | Time: 2688.76 ms [2021-10-22 20:48:04 main:574] : INFO : Epoch 2043 | loss: 0.0309661 | val_loss: 0.0312572 | Time: 2538.99 ms [2021-10-22 20:48:06 main:574] : INFO : Epoch 2044 | loss: 0.0309622 | val_loss: 0.031257 | Time: 2673.85 ms [2021-10-22 20:48:09 main:574] : INFO : Epoch 2045 | loss: 0.0309639 | val_loss: 0.0312715 | Time: 2580.79 ms [2021-10-22 20:48:12 main:574] : INFO : Epoch 2046 | loss: 0.0309617 | val_loss: 0.0312463 | Time: 2801.67 ms [2021-10-22 20:48:15 main:574] : INFO : Epoch 2047 | loss: 0.0309538 | val_loss: 0.0312833 | Time: 2707.36 ms [2021-10-22 20:48:17 main:574] : INFO : Epoch 2048 | loss: 0.0309553 | val_loss: 0.03127 | Time: 2565.47 ms [2021-10-22 20:48:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03127 [2021-10-22 20:48:17 main:603] : INFO : Saving end state to config to file [2021-10-22 20:48:17 main:608] : INFO : Success, exiting.. 20:48:17 (7028): 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)