Task 14595738
| Name | ParityModified-1647044911-10332-2-0_1 |
| Workunit | 11505311 |
| Created | 10 Apr 2022, 15:53:07 UTC |
| Sent | 10 Apr 2022, 16:39:02 UTC |
| Report deadline | 18 Apr 2022, 16:39:02 UTC |
| Received | 10 Apr 2022, 19:18:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8729 |
| Run time | 1 hours 32 min 5 sec |
| CPU time | 1 hours 19 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,219.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311658 | val_loss: 0.0311691 | Time: 2728.85 ms
[2022-04-10 13:56:02 main:574] : INFO : Epoch 1543 | loss: 0.0311653 | val_loss: 0.0311692 | Time: 2655.51 ms
[2022-04-10 13:56:05 main:574] : INFO : Epoch 1544 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 2615.69 ms
[2022-04-10 13:56:08 main:574] : INFO : Epoch 1545 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 2690.5 ms
[2022-04-10 13:56:10 main:574] : INFO : Epoch 1546 | loss: 0.0311663 | val_loss: 0.0311682 | Time: 2668.8 ms
[2022-04-10 13:56:13 main:574] : INFO : Epoch 1547 | loss: 0.0311673 | val_loss: 0.0311686 | Time: 2654.31 ms
[2022-04-10 13:56:16 main:574] : INFO : Epoch 1548 | loss: 0.0311661 | val_loss: 0.0311697 | Time: 2699.62 ms
[2022-04-10 13:56:18 main:574] : INFO : Epoch 1549 | loss: 0.0311652 | val_loss: 0.0311695 | Time: 2617.83 ms
[2022-04-10 13:56:21 main:574] : INFO : Epoch 1550 | loss: 0.0311644 | val_loss: 0.031168 | Time: 2641.44 ms
[2022-04-10 13:56:24 main:574] : INFO : Epoch 1551 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 2617.12 ms
[2022-04-10 13:56:26 main:574] : INFO : Epoch 1552 | loss: 0.0311635 | val_loss: 0.0311675 | Time: 2680.99 ms
[2022-04-10 13:56:29 main:574] : INFO : Epoch 1553 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 2664.36 ms
[2022-04-10 13:56:32 main:574] : INFO : Epoch 1554 | loss: 0.0311694 | val_loss: 0.031171 | Time: 3030.94 ms
[2022-04-10 13:56:35 main:574] : INFO : Epoch 1555 | loss: 0.0311676 | val_loss: 0.0311724 | Time: 2650.8 ms
[2022-04-10 13:56:37 main:574] : INFO : Epoch 1556 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 2674.03 ms
[2022-04-10 13:56:40 main:574] : INFO : Epoch 1557 | loss: 0.0311638 | val_loss: 0.0311682 | Time: 2670.07 ms
[2022-04-10 13:56:43 main:574] : INFO : Epoch 1558 | loss: 0.0311636 | val_loss: 0.0311671 | Time: 2696.66 ms
[2022-04-10 13:56:45 main:574] : INFO : Epoch 1559 | loss: 0.0311629 | val_loss: 0.031168 | Time: 2645.56 ms
[2022-04-10 13:56:48 main:574] : INFO : Epoch 1560 | loss: 0.0311636 | val_loss: 0.0311702 | Time: 2712.63 ms
[2022-04-10 13:56:51 main:574] : INFO : Epoch 1561 | loss: 0.0311669 | val_loss: 0.0311676 | Time: 2660.2 ms
[2022-04-10 13:56:53 main:574] : INFO : Epoch 1562 | loss: 0.0311663 | val_loss: 0.0311702 | Time: 2583.01 ms
[2022-04-10 13:56:56 main:574] : INFO : Epoch 1563 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 2743.21 ms
[2022-04-10 13:56:59 main:574] : INFO : Epoch 1564 | loss: 0.0311654 | val_loss: 0.0311678 | Time: 2596.61 ms
[2022-04-10 13:57:01 main:574] : INFO : Epoch 1565 | loss: 0.0311634 | val_loss: 0.0311701 | Time: 2693.67 ms
[2022-04-10 13:57:04 main:574] : INFO : Epoch 1566 | loss: 0.0311644 | val_loss: 0.0311658 | Time: 2662.84 ms
[2022-04-10 13:57:07 main:574] : INFO : Epoch 1567 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 2637.77 ms
[2022-04-10 13:57:09 main:574] : INFO : Epoch 1568 | loss: 0.0311652 | val_loss: 0.031169 | Time: 2673.06 ms
[2022-04-10 13:57:12 main:574] : INFO : Epoch 1569 | loss: 0.0311612 | val_loss: 0.0311674 | Time: 2668.26 ms
[2022-04-10 13:57:15 main:574] : INFO : Epoch 1570 | loss: 0.0311609 | val_loss: 0.031166 | Time: 2688.47 ms
[2022-04-10 13:57:17 main:574] : INFO : Epoch 1571 | loss: 0.0311626 | val_loss: 0.0311695 | Time: 2687.85 ms
[2022-04-10 13:57:20 main:574] : INFO : Epoch 1572 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 2653.99 ms
[2022-04-10 13:57:23 main:574] : INFO : Epoch 1573 | loss: 0.0311642 | val_loss: 0.0311672 | Time: 2581.41 ms
[2022-04-10 13:57:25 main:574] : INFO : Epoch 1574 | loss: 0.0311686 | val_loss: 0.0311729 | Time: 2683.4 ms
[2022-04-10 13:57:28 main:574] : INFO : Epoch 1575 | loss: 0.0311709 | val_loss: 0.0311681 | Time: 2629.14 ms
[2022-04-10 13:57:31 main:574] : INFO : Epoch 1576 | loss: 0.0311647 | val_loss: 0.031166 | Time: 2711.13 ms
[2022-04-10 13:57:33 main:574] : INFO : Epoch 1577 | loss: 0.0311627 | val_loss: 0.0311644 | Time: 2707.83 ms
[2022-04-10 13:57:36 main:574] : INFO : Epoch 1578 | loss: 0.031162 | val_loss: 0.0311648 | Time: 2647.14 ms
[2022-04-10 13:57:39 main:574] : INFO : Epoch 1579 | loss: 0.0311644 | val_loss: 0.0311727 | Time: 2627.8 ms
[2022-04-10 13:57:41 main:574] : INFO : Epoch 1580 | loss: 0.0311654 | val_loss: 0.0311652 | Time: 2590.77 ms
[2022-04-10 13:57:44 main:574] : INFO : Epoch 1581 | loss: 0.0311648 | val_loss: 0.0311636 | Time: 2609.63 ms
[2022-04-10 13:57:47 main:574] : INFO : Epoch 1582 | loss: 0.0311623 | val_loss: 0.0311624 | Time: 2701.51 ms
[2022-04-10 13:57:49 main:574] : INFO : Epoch 1583 | loss: 0.0311613 | val_loss: 0.0311634 | Time: 2654.16 ms
[2022-04-10 13:57:52 main:574] : INFO : Epoch 1584 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 2688.94 ms
[2022-04-10 13:57:55 main:574] : INFO : Epoch 1585 | loss: 0.0311681 | val_loss: 0.031167 | Time: 2737.48 ms
[2022-04-10 13:57:57 main:574] : INFO : Epoch 1586 | loss: 0.0311674 | val_loss: 0.031173 | Time: 2603.65 ms
[2022-04-10 13:58:00 main:574] : INFO : Epoch 1587 | loss: 0.0311693 | val_loss: 0.0311686 | Time: 2602.11 ms
[2022-04-10 13:58:03 main:574] : INFO : Epoch 1588 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 2696.41 ms
[2022-04-10 13:58:05 main:574] : INFO : Epoch 1589 | loss: 0.0311698 | val_loss: 0.0311675 | Time: 2602.87 ms
[2022-04-10 13:58:08 main:574] : INFO : Epoch 1590 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 2650.15 ms
[2022-04-10 13:58:10 main:574] : INFO : Epoch 1591 | loss: 0.0311642 | val_loss: 0.0311653 | Time: 2619.62 ms
[2022-04-10 13:58:13 main:574] : INFO : Epoch 1592 | loss: 0.0311636 | val_loss: 0.0311658 | Time: 2589.98 ms
[2022-04-10 13:58:16 main:574] : INFO : Epoch 1593 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 2666.73 ms
[2022-04-10 13:58:18 main:574] : INFO : Epoch 1594 | loss: 0.0311627 | val_loss: 0.031166 | Time: 2623.54 ms
[2022-04-10 13:58:21 main:574] : INFO : Epoch 1595 | loss: 0.0311624 | val_loss: 0.0311661 | Time: 2640.67 ms
[2022-04-10 13:58:24 main:574] : INFO : Epoch 1596 | loss: 0.0311676 | val_loss: 0.0311675 | Time: 2602.21 ms
[2022-04-10 13:58:26 main:574] : INFO : Epoch 1597 | loss: 0.031166 | val_loss: 0.0311659 | Time: 2667.49 ms
[2022-04-10 13:58:29 main:574] : INFO : Epoch 1598 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 2627.62 ms
[2022-04-10 13:58:32 main:574] : INFO : Epoch 1599 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 2774.79 ms
[2022-04-10 13:58:34 main:574] : INFO : Epoch 1600 | loss: 0.0311656 | val_loss: 0.0311674 | Time: 2640.46 ms
[2022-04-10 13:58:37 main:574] : INFO : Epoch 1601 | loss: 0.0311637 | val_loss: 0.0311678 | Time: 2613.5 ms
[2022-04-10 13:58:40 main:574] : INFO : Epoch 1602 | loss: 0.0311647 | val_loss: 0.0311659 | Time: 2636.75 ms
[2022-04-10 13:58:42 main:574] : INFO : Epoch 1603 | loss: 0.0311631 | val_loss: 0.031166 | Time: 2784.53 ms
[2022-04-10 13:58:45 main:574] : INFO : Epoch 1604 | loss: 0.0311632 | val_loss: 0.0311662 | Time: 2615.46 ms
[2022-04-10 13:58:48 main:574] : INFO : Epoch 1605 | loss: 0.0311611 | val_loss: 0.0311633 | Time: 2671.59 ms
[2022-04-10 13:58:50 main:574] : INFO : Epoch 1606 | loss: 0.0311605 | val_loss: 0.0311654 | Time: 2747.55 ms
[2022-04-10 13:58:53 main:574] : INFO : Epoch 1607 | loss: 0.0311612 | val_loss: 0.0311667 | Time: 2641.05 ms
[2022-04-10 13:58:56 main:574] : INFO : Epoch 1608 | loss: 0.0311633 | val_loss: 0.0311649 | Time: 2687.12 ms
[2022-04-10 13:58:58 main:574] : INFO : Epoch 1609 | loss: 0.0311645 | val_loss: 0.0311705 | Time: 2629.57 ms
[2022-04-10 13:59:01 main:574] : INFO : Epoch 1610 | loss: 0.0311668 | val_loss: 0.0311648 | Time: 2621.56 ms
[2022-04-10 13:59:04 main:574] : INFO : Epoch 1611 | loss: 0.0311633 | val_loss: 0.031169 | Time: 2626.12 ms
[2022-04-10 13:59:06 main:574] : INFO : Epoch 1612 | loss: 0.0311624 | val_loss: 0.0311621 | Time: 2729.1 ms
[2022-04-10 13:59:09 main:574] : INFO : Epoch 1613 | loss: 0.0311627 | val_loss: 0.031179 | Time: 2622.97 ms
[2022-04-10 13:59:12 main:574] : INFO : Epoch 1614 | loss: 0.0311656 | val_loss: 0.0311675 | Time: 2656.6 ms
[2022-04-10 13:59:14 main:574] : INFO : Epoch 1615 | loss: 0.0311651 | val_loss: 0.0311657 | Time: 2631.84 ms
[2022-04-10 13:59:17 main:574] : INFO : Epoch 1616 | loss: 0.0311634 | val_loss: 0.0311643 | Time: 2691.19 ms
[2022-04-10 13:59:20 main:574] : INFO : Epoch 1617 | loss: 0.031164 | val_loss: 0.0311644 | Time: 2675.27 ms
[2022-04-10 13:59:22 main:574] : INFO : Epoch 1618 | loss: 0.031163 | val_loss: 0.0311642 | Time: 2711.77 ms
[2022-04-10 13:59:25 main:574] : INFO : Epoch 1619 | loss: 0.0311655 | val_loss: 0.0311642 | Time: 2632.01 ms
[2022-04-10 13:59:28 main:574] : INFO : Epoch 1620 | loss: 0.0311625 | val_loss: 0.0311643 | Time: 2733.26 ms
[2022-04-10 13:59:31 main:574] : INFO : Epoch 1621 | loss: 0.0311615 | val_loss: 0.0311634 | Time: 2768.1 ms
[2022-04-10 13:59:33 main:574] : INFO : Epoch 1622 | loss: 0.0311626 | val_loss: 0.0311659 | Time: 2629.74 ms
[2022-04-10 13:59:36 main:574] : INFO : Epoch 1623 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 2772.23 ms
[2022-04-10 13:59:39 main:574] : INFO : Epoch 1624 | loss: 0.0311636 | val_loss: 0.0311711 | Time: 2750.75 ms
[2022-04-10 13:59:41 main:574] : INFO : Epoch 1625 | loss: 0.0311759 | val_loss: 0.031178 | Time: 2744.5 ms
[2022-04-10 13:59:44 main:574] : INFO : Epoch 1626 | loss: 0.0311752 | val_loss: 0.031178 | Time: 2706.71 ms
[2022-04-10 13:59:47 main:574] : INFO : Epoch 1627 | loss: 0.0311753 | val_loss: 0.031173 | Time: 2605.86 ms
[2022-04-10 13:59:49 main:574] : INFO : Epoch 1628 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 2645.26 ms
[2022-04-10 13:59:52 main:574] : INFO : Epoch 1629 | loss: 0.0311721 | val_loss: 0.0311724 | Time: 2637.34 ms
[2022-04-10 13:59:55 main:574] : INFO : Epoch 1630 | loss: 0.0311731 | val_loss: 0.0311735 | Time: 2672.96 ms
[2022-04-10 13:59:57 main:574] : INFO : Epoch 1631 | loss: 0.0311702 | val_loss: 0.0311717 | Time: 2598.86 ms
[2022-04-10 14:00:00 main:574] : INFO : Epoch 1632 | loss: 0.0311698 | val_loss: 0.0311697 | Time: 2729.44 ms
[2022-04-10 14:00:03 main:574] : INFO : Epoch 1633 | loss: 0.0311681 | val_loss: 0.031172 | Time: 2740.45 ms
[2022-04-10 14:00:05 main:574] : INFO : Epoch 1634 | loss: 0.0311682 | val_loss: 0.0311692 | Time: 2658.22 ms
[2022-04-10 14:00:08 main:574] : INFO : Epoch 1635 | loss: 0.0311672 | val_loss: 0.0311678 | Time: 2629.82 ms
[2022-04-10 14:00:11 main:574] : INFO : Epoch 1636 | loss: 0.0311669 | val_loss: 0.0311737 | Time: 2577.72 ms
[2022-04-10 14:00:13 main:574] : INFO : Epoch 1637 | loss: 0.031169 | val_loss: 0.0311747 | Time: 2616.03 ms
[2022-04-10 14:00:16 main:574] : INFO : Epoch 1638 | loss: 0.0311673 | val_loss: 0.0311686 | Time: 2650.92 ms
[2022-04-10 14:00:19 main:574] : INFO : Epoch 1639 | loss: 0.0311651 | val_loss: 0.0311694 | Time: 2688.35 ms
[2022-04-10 14:00:21 main:574] : INFO : Epoch 1640 | loss: 0.0311679 | val_loss: 0.0311708 | Time: 2687.33 ms
[2022-04-10 14:00:24 main:574] : INFO : Epoch 1641 | loss: 0.0311669 | val_loss: 0.0311688 | Time: 2748.09 ms
[2022-04-10 14:00:27 main:574] : INFO : Epoch 1642 | loss: 0.0311665 | val_loss: 0.0311718 | Time: 2592.38 ms
[2022-04-10 14:00:29 main:574] : INFO : Epoch 1643 | loss: 0.0311653 | val_loss: 0.0311702 | Time: 2718.41 ms
[2022-04-10 14:00:32 main:574] : INFO : Epoch 1644 | loss: 0.0311667 | val_loss: 0.0311702 | Time: 2697.42 ms
[2022-04-10 14:00:35 main:574] : INFO : Epoch 1645 | loss: 0.0311684 | val_loss: 0.0311723 | Time: 2608.59 ms
[2022-04-10 14:00:37 main:574] : INFO : Epoch 1646 | loss: 0.0311705 | val_loss: 0.0311818 | Time: 2734.17 ms
[2022-04-10 14:00:40 main:574] : INFO : Epoch 1647 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 2660.39 ms
[2022-04-10 14:00:43 main:574] : INFO : Epoch 1648 | loss: 0.0311696 | val_loss: 0.0311696 | Time: 2687.02 ms
[2022-04-10 14:00:46 main:574] : INFO : Epoch 1649 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 2674.91 ms
[2022-04-10 14:00:48 main:574] : INFO : Epoch 1650 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 2685.21 ms
[2022-04-10 14:00:51 main:574] : INFO : Epoch 1651 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 2565.2 ms
[2022-04-10 14:00:53 main:574] : INFO : Epoch 1652 | loss: 0.031162 | val_loss: 0.0311716 | Time: 2686.41 ms
[2022-04-10 14:00:56 main:574] : INFO : Epoch 1653 | loss: 0.0311623 | val_loss: 0.031167 | Time: 2729.09 ms
[2022-04-10 14:00:59 main:574] : INFO : Epoch 1654 | loss: 0.0311638 | val_loss: 0.031169 | Time: 2741.57 ms
[2022-04-10 14:01:02 main:574] : INFO : Epoch 1655 | loss: 0.0311629 | val_loss: 0.0311832 | Time: 2720.67 ms
[2022-04-10 14:01:04 main:574] : INFO : Epoch 1656 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 2653.45 ms
[2022-04-10 14:01:07 main:574] : INFO : Epoch 1657 | loss: 0.0311607 | val_loss: 0.031168 | Time: 2634.66 ms
[2022-04-10 14:01:10 main:574] : INFO : Epoch 1658 | loss: 0.0311609 | val_loss: 0.0311648 | Time: 2606.29 ms
[2022-04-10 14:01:12 main:574] : INFO : Epoch 1659 | loss: 0.0311595 | val_loss: 0.031167 | Time: 2578.46 ms
[2022-04-10 14:01:15 main:574] : INFO : Epoch 1660 | loss: 0.0311604 | val_loss: 0.0311657 | Time: 2674.33 ms
[2022-04-10 14:01:17 main:574] : INFO : Epoch 1661 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 2563.37 ms
[2022-04-10 14:01:20 main:574] : INFO : Epoch 1662 | loss: 0.0311586 | val_loss: 0.0311707 | Time: 2619.19 ms
[2022-04-10 14:01:23 main:574] : INFO : Epoch 1663 | loss: 0.0311595 | val_loss: 0.0311645 | Time: 2704.01 ms
[2022-04-10 14:01:25 main:574] : INFO : Epoch 1664 | loss: 0.0311583 | val_loss: 0.0311653 | Time: 2703.35 ms
[2022-04-10 14:01:28 main:574] : INFO : Epoch 1665 | loss: 0.0311597 | val_loss: 0.0311653 | Time: 2543.84 ms
[2022-04-10 14:01:31 main:574] : INFO : Epoch 1666 | loss: 0.0311629 | val_loss: 0.0311628 | Time: 2734.43 ms
[2022-04-10 14:01:33 main:574] : INFO : Epoch 1667 | loss: 0.0311588 | val_loss: 0.0311658 | Time: 2660.62 ms
[2022-04-10 14:01:36 main:574] : INFO : Epoch 1668 | loss: 0.0311608 | val_loss: 0.0311682 | Time: 2591.06 ms
[2022-04-10 14:01:39 main:574] : INFO : Epoch 1669 | loss: 0.0311603 | val_loss: 0.0311644 | Time: 2582.64 ms
[2022-04-10 14:01:41 main:574] : INFO : Epoch 1670 | loss: 0.0311578 | val_loss: 0.0311632 | Time: 2614.73 ms
[2022-04-10 14:01:44 main:574] : INFO : Epoch 1671 | loss: 0.0311578 | val_loss: 0.0311668 | Time: 2606.08 ms
[2022-04-10 14:01:46 main:574] : INFO : Epoch 1672 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 2572.24 ms
[2022-04-10 14:01:49 main:574] : INFO : Epoch 1673 | loss: 0.0311571 | val_loss: 0.0311733 | Time: 2698.04 ms
[2022-04-10 14:01:52 main:574] : INFO : Epoch 1674 | loss: 0.0311573 | val_loss: 0.0311651 | Time: 2725.52 ms
[2022-04-10 14:01:55 main:574] : INFO : Epoch 1675 | loss: 0.0311592 | val_loss: 0.0311647 | Time: 2791.65 ms
[2022-04-10 14:01:57 main:574] : INFO : Epoch 1676 | loss: 0.031159 | val_loss: 0.0311629 | Time: 2589.52 ms
[2022-04-10 14:02:00 main:574] : INFO : Epoch 1677 | loss: 0.03116 | val_loss: 0.0311633 | Time: 2702.31 ms
[2022-04-10 14:02:03 main:574] : INFO : Epoch 1678 | loss: 0.0311579 | val_loss: 0.031164 | Time: 2627.67 ms
[2022-04-10 14:02:05 main:574] : INFO : Epoch 1679 | loss: 0.0311591 | val_loss: 0.0311657 | Time: 2668.43 ms
[2022-04-10 14:02:08 main:574] : INFO : Epoch 1680 | loss: 0.0311589 | val_loss: 0.0311624 | Time: 2687.04 ms
[2022-04-10 14:02:11 main:574] : INFO : Epoch 1681 | loss: 0.0311575 | val_loss: 0.0311635 | Time: 2600.87 ms
[2022-04-10 14:02:13 main:574] : INFO : Epoch 1682 | loss: 0.0311614 | val_loss: 0.0311637 | Time: 2641.45 ms
[2022-04-10 14:02:16 main:574] : INFO : Epoch 1683 | loss: 0.0311609 | val_loss: 0.0311638 | Time: 2707.07 ms
[2022-04-10 14:02:19 main:574] : INFO : Epoch 1684 | loss: 0.0311578 | val_loss: 0.0311661 | Time: 2616.85 ms
[2022-04-10 14:02:21 main:574] : INFO : Epoch 1685 | loss: 0.0311584 | val_loss: 0.0311659 | Time: 2663.7 ms
[2022-04-10 14:02:24 main:574] : INFO : Epoch 1686 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 2615.59 ms
[2022-04-10 14:02:26 main:574] : INFO : Epoch 1687 | loss: 0.0311588 | val_loss: 0.0311659 | Time: 2590.8 ms
[2022-04-10 14:02:29 main:574] : INFO : Epoch 1688 | loss: 0.0311624 | val_loss: 0.0311699 | Time: 2661.17 ms
[2022-04-10 14:02:32 main:574] : INFO : Epoch 1689 | loss: 0.0311587 | val_loss: 0.0311664 | Time: 2581.69 ms
[2022-04-10 14:02:34 main:574] : INFO : Epoch 1690 | loss: 0.0311559 | val_loss: 0.0311631 | Time: 2617.24 ms
[2022-04-10 14:02:37 main:574] : INFO : Epoch 1691 | loss: 0.0311555 | val_loss: 0.0311625 | Time: 2748.44 ms
[2022-04-10 14:02:40 main:574] : INFO : Epoch 1692 | loss: 0.0311549 | val_loss: 0.031169 | Time: 2590.18 ms
[2022-04-10 14:02:42 main:574] : INFO : Epoch 1693 | loss: 0.0311583 | val_loss: 0.0311655 | Time: 2774.81 ms
[2022-04-10 14:02:45 main:574] : INFO : Epoch 1694 | loss: 0.0311575 | val_loss: 0.0311674 | Time: 2719.98 ms
[2022-04-10 14:02:48 main:574] : INFO : Epoch 1695 | loss: 0.0311575 | val_loss: 0.0311668 | Time: 2640.83 ms
[2022-04-10 14:02:50 main:574] : INFO : Epoch 1696 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 2696.06 ms
[2022-04-10 14:02:53 main:574] : INFO : Epoch 1697 | loss: 0.0311539 | val_loss: 0.0311622 | Time: 2692.75 ms
[2022-04-10 14:02:56 main:574] : INFO : Epoch 1698 | loss: 0.0311543 | val_loss: 0.0311644 | Time: 2663.53 ms
[2022-04-10 14:02:59 main:574] : INFO : Epoch 1699 | loss: 0.0311556 | val_loss: 0.0311648 | Time: 2667.2 ms
[2022-04-10 14:03:01 main:574] : INFO : Epoch 1700 | loss: 0.0311611 | val_loss: 0.0311656 | Time: 2944.36 ms
[2022-04-10 14:03:04 main:574] : INFO : Epoch 1701 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 2649.99 ms
[2022-04-10 14:03:07 main:574] : INFO : Epoch 1702 | loss: 0.0311583 | val_loss: 0.0311669 | Time: 2665.4 ms
[2022-04-10 14:03:09 main:574] : INFO : Epoch 1703 | loss: 0.0311593 | val_loss: 0.0311624 | Time: 2630.15 ms
[2022-04-10 14:03:12 main:574] : INFO : Epoch 1704 | loss: 0.0311583 | val_loss: 0.0311618 | Time: 2705.46 ms
[2022-04-10 14:03:15 main:574] : INFO : Epoch 1705 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 2693.06 ms
[2022-04-10 14:03:17 main:574] : INFO : Epoch 1706 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 2628.65 ms
[2022-04-10 14:03:20 main:574] : INFO : Epoch 1707 | loss: 0.0311583 | val_loss: 0.0311623 | Time: 2777.57 ms
[2022-04-10 14:03:23 main:574] : INFO : Epoch 1708 | loss: 0.0311562 | val_loss: 0.0311616 | Time: 2682.51 ms
[2022-04-10 14:03:26 main:574] : INFO : Epoch 1709 | loss: 0.0311579 | val_loss: 0.0311627 | Time: 2685.1 ms
[2022-04-10 14:03:28 main:574] : INFO : Epoch 1710 | loss: 0.0311566 | val_loss: 0.0311608 | Time: 2561.1 ms
[2022-04-10 14:03:31 main:574] : INFO : Epoch 1711 | loss: 0.0311577 | val_loss: 0.0311618 | Time: 2671.75 ms
[2022-04-10 14:03:34 main:574] : INFO : Epoch 1712 | loss: 0.0311554 | val_loss: 0.0311663 | Time: 2794.97 ms
[2022-04-10 14:03:36 main:574] : INFO : Epoch 1713 | loss: 0.0311588 | val_loss: 0.0311599 | Time: 2600.85 ms
[2022-04-10 14:03:39 main:574] : INFO : Epoch 1714 | loss: 0.0311572 | val_loss: 0.0311608 | Time: 2712.78 ms
[2022-04-10 14:03:42 main:574] : INFO : Epoch 1715 | loss: 0.0311562 | val_loss: 0.0311622 | Time: 2680.06 ms
[2022-04-10 14:03:44 main:574] : INFO : Epoch 1716 | loss: 0.0311547 | val_loss: 0.0311632 | Time: 2729.52 ms
[2022-04-10 14:03:47 main:574] : INFO : Epoch 1717 | loss: 0.0311557 | val_loss: 0.0311594 | Time: 2690.2 ms
[2022-04-10 14:03:50 main:574] : INFO : Epoch 1718 | loss: 0.031157 | val_loss: 0.0311603 | Time: 2639.94 ms
[2022-04-10 14:03:52 main:574] : INFO : Epoch 1719 | loss: 0.0311562 | val_loss: 0.0311605 | Time: 2696.75 ms
[2022-04-10 14:03:55 main:574] : INFO : Epoch 1720 | loss: 0.0311551 | val_loss: 0.0311639 | Time: 2723.27 ms
[2022-04-10 14:03:58 main:574] : INFO : Epoch 1721 | loss: 0.0311546 | val_loss: 0.0311605 | Time: 2811.83 ms
[2022-04-10 14:04:01 main:574] : INFO : Epoch 1722 | loss: 0.0311562 | val_loss: 0.0311608 | Time: 2746.57 ms
[2022-04-10 14:04:03 main:574] : INFO : Epoch 1723 | loss: 0.0311569 | val_loss: 0.0311641 | Time: 2693.42 ms
[2022-04-10 14:04:06 main:574] : INFO : Epoch 1724 | loss: 0.0311593 | val_loss: 0.0311671 | Time: 2634.93 ms
[2022-04-10 14:04:09 main:574] : INFO : Epoch 1725 | loss: 0.0311584 | val_loss: 0.0311604 | Time: 2601.29 ms
[2022-04-10 14:04:11 main:574] : INFO : Epoch 1726 | loss: 0.0311561 | val_loss: 0.0311628 | Time: 2771.99 ms
[2022-04-10 14:04:14 main:574] : INFO : Epoch 1727 | loss: 0.0311557 | val_loss: 0.0311607 | Time: 2736.02 ms
[2022-04-10 14:04:17 main:574] : INFO : Epoch 1728 | loss: 0.0311542 | val_loss: 0.0311626 | Time: 2603.28 ms
[2022-04-10 14:04:19 main:574] : INFO : Epoch 1729 | loss: 0.0311531 | val_loss: 0.031163 | Time: 2683.81 ms
[2022-04-10 14:04:22 main:574] : INFO : Epoch 1730 | loss: 0.031153 | val_loss: 0.0311604 | Time: 2638.84 ms
[2022-04-10 14:04:25 main:574] : INFO : Epoch 1731 | loss: 0.0311539 | val_loss: 0.0311595 | Time: 2704.99 ms
[2022-04-10 14:04:27 main:574] : INFO : Epoch 1732 | loss: 0.0311535 | val_loss: 0.0311622 | Time: 2646.64 ms
[2022-04-10 14:04:30 main:574] : INFO : Epoch 1733 | loss: 0.0311517 | val_loss: 0.0311587 | Time: 2702.54 ms
[2022-04-10 14:04:33 main:574] : INFO : Epoch 1734 | loss: 0.0311509 | val_loss: 0.031159 | Time: 2647.66 ms
[2022-04-10 14:04:36 main:574] : INFO : Epoch 1735 | loss: 0.0311504 | val_loss: 0.0311602 | Time: 2710.28 ms
[2022-04-10 14:04:38 main:574] : INFO : Epoch 1736 | loss: 0.0311499 | val_loss: 0.0311603 | Time: 2576.63 ms
[2022-04-10 14:04:41 main:574] : INFO : Epoch 1737 | loss: 0.0311531 | val_loss: 0.0311597 | Time: 2596.18 ms
[2022-04-10 14:04:43 main:574] : INFO : Epoch 1738 | loss: 0.0311527 | val_loss: 0.031163 | Time: 2645.29 ms
[2022-04-10 14:04:46 main:574] : INFO : Epoch 1739 | loss: 0.0311513 | val_loss: 0.031164 | Time: 2712.06 ms
[2022-04-10 14:04:49 main:574] : INFO : Epoch 1740 | loss: 0.031151 | val_loss: 0.0311643 | Time: 2730.62 ms
[2022-04-10 14:04:51 main:574] : INFO : Epoch 1741 | loss: 0.0311507 | val_loss: 0.0311614 | Time: 2607.72 ms
[2022-04-10 14:04:54 main:574] : INFO : Epoch 1742 | loss: 0.0311508 | val_loss: 0.0311613 | Time: 2586.15 ms
[2022-04-10 14:04:57 main:574] : INFO : Epoch 1743 | loss: 0.0311528 | val_loss: 0.0311627 | Time: 2741.82 ms
[2022-04-10 14:05:00 main:574] : INFO : Epoch 1744 | loss: 0.0311524 | val_loss: 0.0311606 | Time: 2773.68 ms
[2022-04-10 14:05:02 main:574] : INFO : Epoch 1745 | loss: 0.0311507 | val_loss: 0.03116 | Time: 2699.06 ms
[2022-04-10 14:05:05 main:574] : INFO : Epoch 1746 | loss: 0.0311494 | val_loss: 0.0311613 | Time: 2686.15 ms
[2022-04-10 14:05:08 main:574] : INFO : Epoch 1747 | loss: 0.0311494 | val_loss: 0.0311625 | Time: 2647.54 ms
[2022-04-10 14:05:10 main:574] : INFO : Epoch 1748 | loss: 0.0311503 | val_loss: 0.0311607 | Time: 2728.59 ms
[2022-04-10 14:05:13 main:574] : INFO : Epoch 1749 | loss: 0.0311513 | val_loss: 0.0311664 | Time: 2619.17 ms
[2022-04-10 14:05:16 main:574] : INFO : Epoch 1750 | loss: 0.0311504 | val_loss: 0.0311612 | Time: 2613.11 ms
[2022-04-10 14:05:18 main:574] : INFO : Epoch 1751 | loss: 0.0311497 | val_loss: 0.0311607 | Time: 2577.26 ms
[2022-04-10 14:05:21 main:574] : INFO : Epoch 1752 | loss: 0.0311533 | val_loss: 0.0311613 | Time: 2704.68 ms
[2022-04-10 14:05:24 main:574] : INFO : Epoch 1753 | loss: 0.031151 | val_loss: 0.0311627 | Time: 2736.14 ms
[2022-04-10 14:05:26 main:574] : INFO : Epoch 1754 | loss: 0.0311524 | val_loss: 0.0311606 | Time: 2761 ms
[2022-04-10 14:05:29 main:574] : INFO : Epoch 1755 | loss: 0.0311501 | val_loss: 0.031163 | Time: 2705.09 ms
[2022-04-10 14:05:32 main:574] : INFO : Epoch 1756 | loss: 0.0311499 | val_loss: 0.0311629 | Time: 2742.57 ms
[2022-04-10 14:05:34 main:574] : INFO : Epoch 1757 | loss: 0.0311527 | val_loss: 0.0311599 | Time: 2567.18 ms
[2022-04-10 14:05:37 main:574] : INFO : Epoch 1758 | loss: 0.031152 | val_loss: 0.03116 | Time: 2669.83 ms
[2022-04-10 14:05:40 main:574] : INFO : Epoch 1759 | loss: 0.0311547 | val_loss: 0.0311598 | Time: 2665.01 ms
[2022-04-10 14:05:42 main:574] : INFO : Epoch 1760 | loss: 0.031152 | val_loss: 0.0311617 | Time: 2656.05 ms
[2022-04-10 14:05:45 main:574] : INFO : Epoch 1761 | loss: 0.0311533 | val_loss: 0.0311607 | Time: 2740.49 ms
[2022-04-10 14:05:48 main:574] : INFO : Epoch 1762 | loss: 0.0311505 | val_loss: 0.0311716 | Time: 2529.11 ms
[2022-04-10 14:05:50 main:574] : INFO : Epoch 1763 | loss: 0.0311513 | val_loss: 0.0311619 | Time: 2608.58 ms
[2022-04-10 14:05:53 main:574] : INFO : Epoch 1764 | loss: 0.0311502 | val_loss: 0.0311632 | Time: 2759.48 ms
[2022-04-10 14:05:56 main:574] : INFO : Epoch 1765 | loss: 0.0311521 | val_loss: 0.0311691 | Time: 2652.01 ms
[2022-04-10 14:05:59 main:574] : INFO : Epoch 1766 | loss: 0.031152 | val_loss: 0.0311733 | Time: 2792.26 ms
[2022-04-10 14:06:01 main:574] : INFO : Epoch 1767 | loss: 0.0311512 | val_loss: 0.0311618 | Time: 2727.33 ms
[2022-04-10 14:06:04 main:574] : INFO : Epoch 1768 | loss: 0.0311517 | val_loss: 0.0311729 | Time: 2735.43 ms
[2022-04-10 14:06:07 main:574] : INFO : Epoch 1769 | loss: 0.031153 | val_loss: 0.0311619 | Time: 2724.67 ms
[2022-04-10 14:06:09 main:574] : INFO : Epoch 1770 | loss: 0.0311523 | val_loss: 0.0311654 | Time: 2610.11 ms
[2022-04-10 14:06:12 main:574] : INFO : Epoch 1771 | loss: 0.0311525 | val_loss: 0.0311599 | Time: 2665.4 ms
[2022-04-10 14:06:15 main:574] : INFO : Epoch 1772 | loss: 0.0311521 | val_loss: 0.0311617 | Time: 2693.02 ms
[2022-04-10 14:06:17 main:574] : INFO : Epoch 1773 | loss: 0.0311564 | val_loss: 0.0311702 | Time: 2643.23 ms
[2022-04-10 14:06:20 main:574] : INFO : Epoch 1774 | loss: 0.0311541 | val_loss: 0.0311627 | Time: 2522.49 ms
[2022-04-10 14:06:23 main:574] : INFO : Epoch 1775 | loss: 0.0311591 | val_loss: 0.0311659 | Time: 2593.68 ms
[2022-04-10 14:06:25 main:574] : INFO : Epoch 1776 | loss: 0.031161 | val_loss: 0.0311623 | Time: 2791.96 ms
[2022-04-10 14:06:28 main:574] : INFO : Epoch 1777 | loss: 0.0311586 | val_loss: 0.031167 | Time: 2623.03 ms
[2022-04-10 14:06:31 main:574] : INFO : Epoch 1778 | loss: 0.0311635 | val_loss: 0.0311674 | Time: 2666.25 ms
[2022-04-10 14:06:33 main:574] : INFO : Epoch 1779 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 2715.02 ms
[2022-04-10 14:06:36 main:574] : INFO : Epoch 1780 | loss: 0.0311628 | val_loss: 0.0311632 | Time: 2629.96 ms
[2022-04-10 14:06:39 main:574] : INFO : Epoch 1781 | loss: 0.0311598 | val_loss: 0.031165 | Time: 2697.16 ms
[2022-04-10 14:06:41 main:574] : INFO : Epoch 1782 | loss: 0.031161 | val_loss: 0.0311622 | Time: 2718.5 ms
[2022-04-10 14:06:44 main:574] : INFO : Epoch 1783 | loss: 0.031159 | val_loss: 0.0311596 | Time: 2699.07 ms
[2022-04-10 14:06:47 main:574] : INFO : Epoch 1784 | loss: 0.0311581 | val_loss: 0.031161 | Time: 2615.11 ms
[2022-04-10 14:06:49 main:574] : INFO : Epoch 1785 | loss: 0.0311583 | val_loss: 0.0311572 | Time: 2725.53 ms
[2022-04-10 14:06:52 main:574] : INFO : Epoch 1786 | loss: 0.0311552 | val_loss: 0.03116 | Time: 2667.28 ms
[2022-04-10 14:06:55 main:574] : INFO : Epoch 1787 | loss: 0.0311559 | val_loss: 0.0311645 | Time: 2627.61 ms
[2022-04-10 14:06:57 main:574] : INFO : Epoch 1788 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 2648.04 ms
[2022-04-10 14:07:00 main:574] : INFO : Epoch 1789 | loss: 0.0311541 | val_loss: 0.0311609 | Time: 2583.21 ms
[2022-04-10 14:07:03 main:574] : INFO : Epoch 1790 | loss: 0.0311524 | val_loss: 0.031162 | Time: 2629.54 ms
[2022-04-10 14:07:05 main:574] : INFO : Epoch 1791 | loss: 0.0311535 | val_loss: 0.0311608 | Time: 2751.99 ms
[2022-04-10 14:07:08 main:574] : INFO : Epoch 1792 | loss: 0.0311527 | val_loss: 0.0311606 | Time: 2721.92 ms
[2022-04-10 14:07:11 main:574] : INFO : Epoch 1793 | loss: 0.0311545 | val_loss: 0.0311767 | Time: 2666.22 ms
[2022-04-10 14:07:13 main:574] : INFO : Epoch 1794 | loss: 0.0311601 | val_loss: 0.0311613 | Time: 2624.94 ms
[2022-04-10 14:07:16 main:574] : INFO : Epoch 1795 | loss: 0.0311577 | val_loss: 0.0311617 | Time: 2626.55 ms
[2022-04-10 14:07:19 main:574] : INFO : Epoch 1796 | loss: 0.031156 | val_loss: 0.031161 | Time: 2797.19 ms
[2022-04-10 14:07:21 main:574] : INFO : Epoch 1797 | loss: 0.0311544 | val_loss: 0.0311611 | Time: 2624.32 ms
[2022-04-10 14:07:24 main:574] : INFO : Epoch 1798 | loss: 0.031153 | val_loss: 0.0311609 | Time: 2738.59 ms
[2022-04-10 14:07:27 main:574] : INFO : Epoch 1799 | loss: 0.0311525 | val_loss: 0.0311659 | Time: 2622.03 ms
[2022-04-10 14:07:29 main:574] : INFO : Epoch 1800 | loss: 0.0311535 | val_loss: 0.0311594 | Time: 2596.28 ms
[2022-04-10 14:07:32 main:574] : INFO : Epoch 1801 | loss: 0.0311517 | val_loss: 0.0311611 | Time: 2721.06 ms
[2022-04-10 14:07:35 main:574] : INFO : Epoch 1802 | loss: 0.0311556 | val_loss: 0.0311631 | Time: 2738.08 ms
[2022-04-10 14:07:38 main:574] : INFO : Epoch 1803 | loss: 0.0311553 | val_loss: 0.0311611 | Time: 2674.78 ms
[2022-04-10 14:07:40 main:574] : INFO : Epoch 1804 | loss: 0.0311527 | val_loss: 0.0311613 | Time: 2644.48 ms
[2022-04-10 14:07:43 main:574] : INFO : Epoch 1805 | loss: 0.0311515 | val_loss: 0.0311609 | Time: 2624.25 ms
[2022-04-10 14:07:46 main:574] : INFO : Epoch 1806 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 2727.64 ms
[2022-04-10 14:07:48 main:574] : INFO : Epoch 1807 | loss: 0.0311512 | val_loss: 0.0311671 | Time: 2705.89 ms
[2022-04-10 14:07:51 main:574] : INFO : Epoch 1808 | loss: 0.031158 | val_loss: 0.0311639 | Time: 2670.75 ms
[2022-04-10 14:07:54 main:574] : INFO : Epoch 1809 | loss: 0.0311529 | val_loss: 0.0311594 | Time: 2680.56 ms
[2022-04-10 14:07:56 main:574] : INFO : Epoch 1810 | loss: 0.0311511 | val_loss: 0.0311595 | Time: 2655.23 ms
[2022-04-10 14:07:59 main:574] : INFO : Epoch 1811 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 2648.84 ms
[2022-04-10 14:08:02 main:574] : INFO : Epoch 1812 | loss: 0.0311568 | val_loss: 0.031161 | Time: 2776.45 ms
[2022-04-10 14:08:04 main:574] : INFO : Epoch 1813 | loss: 0.0311581 | val_loss: 0.0311634 | Time: 2674.01 ms
[2022-04-10 14:08:07 main:574] : INFO : Epoch 1814 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 2699.25 ms
[2022-04-10 14:08:10 main:574] : INFO : Epoch 1815 | loss: 0.0311619 | val_loss: 0.0311657 | Time: 2570.99 ms
[2022-04-10 14:08:12 main:574] : INFO : Epoch 1816 | loss: 0.0311603 | val_loss: 0.0311641 | Time: 2649.09 ms
[2022-04-10 14:08:15 main:574] : INFO : Epoch 1817 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 2678.88 ms
[2022-04-10 14:08:18 main:574] : INFO : Epoch 1818 | loss: 0.0311581 | val_loss: 0.0311708 | Time: 2700.49 ms
[2022-04-10 14:08:21 main:574] : INFO : Epoch 1819 | loss: 0.0311587 | val_loss: 0.0311686 | Time: 2747.77 ms
[2022-04-10 14:08:23 main:574] : INFO : Epoch 1820 | loss: 0.0311556 | val_loss: 0.0311617 | Time: 2724.52 ms
[2022-04-10 14:08:26 main:574] : INFO : Epoch 1821 | loss: 0.031154 | val_loss: 0.0311628 | Time: 2673.03 ms
[2022-04-10 14:08:29 main:574] : INFO : Epoch 1822 | loss: 0.0311536 | val_loss: 0.0311624 | Time: 2729.37 ms
[2022-04-10 14:08:31 main:574] : INFO : Epoch 1823 | loss: 0.0311553 | val_loss: 0.0311654 | Time: 2638.72 ms
[2022-04-10 14:08:34 main:574] : INFO : Epoch 1824 | loss: 0.0311537 | val_loss: 0.0311621 | Time: 2681.18 ms
[2022-04-10 14:08:37 main:574] : INFO : Epoch 1825 | loss: 0.0311573 | val_loss: 0.0311619 | Time: 2726.77 ms
[2022-04-10 14:08:39 main:574] : INFO : Epoch 1826 | loss: 0.0311607 | val_loss: 0.0311641 | Time: 2714.6 ms
[2022-04-10 14:08:42 main:574] : INFO : Epoch 1827 | loss: 0.0311738 | val_loss: 0.0312134 | Time: 2652.87 ms
[2022-04-10 14:08:45 main:574] : INFO : Epoch 1828 | loss: 0.0311787 | val_loss: 0.0311751 | Time: 2708.06 ms
[2022-04-10 14:08:48 main:574] : INFO : Epoch 1829 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 2694.89 ms
[2022-04-10 14:08:50 main:574] : INFO : Epoch 1830 | loss: 0.0311804 | val_loss: 0.0311838 | Time: 2660.99 ms
[2022-04-10 14:08:53 main:574] : INFO : Epoch 1831 | loss: 0.031182 | val_loss: 0.0311852 | Time: 2586.73 ms
[2022-04-10 14:08:55 main:574] : INFO : Epoch 1832 | loss: 0.0311831 | val_loss: 0.0311823 | Time: 2668.69 ms
[2022-04-10 14:08:58 main:574] : INFO : Epoch 1833 | loss: 0.0311792 | val_loss: 0.0311771 | Time: 2724.91 ms
[2022-04-10 14:09:01 main:574] : INFO : Epoch 1834 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 2721.62 ms
[2022-04-10 14:09:03 main:574] : INFO : Epoch 1835 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 2575.86 ms
[2022-04-10 14:09:06 main:574] : INFO : Epoch 1836 | loss: 0.0311759 | val_loss: 0.0311809 | Time: 2639.23 ms
[2022-04-10 14:09:09 main:574] : INFO : Epoch 1837 | loss: 0.031176 | val_loss: 0.0311772 | Time: 2609.38 ms
[2022-04-10 14:09:11 main:574] : INFO : Epoch 1838 | loss: 0.0311752 | val_loss: 0.0311763 | Time: 2759.5 ms
[2022-04-10 14:09:14 main:574] : INFO : Epoch 1839 | loss: 0.0311747 | val_loss: 0.0311776 | Time: 2694.76 ms
[2022-04-10 14:09:17 main:574] : INFO : Epoch 1840 | loss: 0.0311747 | val_loss: 0.031178 | Time: 2825.57 ms
[2022-04-10 14:09:20 main:574] : INFO : Epoch 1841 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 2712.13 ms
[2022-04-10 14:09:22 main:574] : INFO : Epoch 1842 | loss: 0.0311735 | val_loss: 0.0311755 | Time: 2675.37 ms
[2022-04-10 14:09:25 main:574] : INFO : Epoch 1843 | loss: 0.0311731 | val_loss: 0.0311847 | Time: 2646.18 ms
[2022-04-10 14:09:28 main:574] : INFO : Epoch 1844 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 2705.59 ms
[2022-04-10 14:09:30 main:574] : INFO : Epoch 1845 | loss: 0.031173 | val_loss: 0.0311776 | Time: 2651.58 ms
[2022-04-10 14:09:33 main:574] : INFO : Epoch 1846 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 2718.91 ms
[2022-04-10 14:09:36 main:574] : INFO : Epoch 1847 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 2581.78 ms
[2022-04-10 14:09:38 main:574] : INFO : Epoch 1848 | loss: 0.0311739 | val_loss: 0.03118 | Time: 2579.65 ms
[2022-04-10 14:09:41 main:574] : INFO : Epoch 1849 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 2676.77 ms
[2022-04-10 14:09:44 main:574] : INFO : Epoch 1850 | loss: 0.0311766 | val_loss: 0.03118 | Time: 2699.93 ms
[2022-04-10 14:09:46 main:574] : INFO : Epoch 1851 | loss: 0.0311736 | val_loss: 0.0311857 | Time: 2672.85 ms
[2022-04-10 14:09:49 main:574] : INFO : Epoch 1852 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 2774.27 ms
[2022-04-10 14:09:52 main:574] : INFO : Epoch 1853 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 2594.19 ms
[2022-04-10 14:09:54 main:574] : INFO : Epoch 1854 | loss: 0.0311715 | val_loss: 0.031177 | Time: 2650.72 ms
[2022-04-10 14:09:57 main:574] : INFO : Epoch 1855 | loss: 0.0311736 | val_loss: 0.0311777 | Time: 2672.58 ms
[2022-04-10 14:10:00 main:574] : INFO : Epoch 1856 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 2584.59 ms
[2022-04-10 14:10:02 main:574] : INFO : Epoch 1857 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 2667.22 ms
[2022-04-10 14:10:05 main:574] : INFO : Epoch 1858 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 2584.9 ms
[2022-04-10 14:10:08 main:574] : INFO : Epoch 1859 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 2622.09 ms
[2022-04-10 14:10:10 main:574] : INFO : Epoch 1860 | loss: 0.0311689 | val_loss: 0.0311785 | Time: 2730.08 ms
[2022-04-10 14:10:13 main:574] : INFO : Epoch 1861 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 2540.94 ms
[2022-04-10 14:10:16 main:574] : INFO : Epoch 1862 | loss: 0.0311688 | val_loss: 0.031177 | Time: 2663.46 ms
[2022-04-10 14:10:18 main:574] : INFO : Epoch 1863 | loss: 0.031169 | val_loss: 0.0311744 | Time: 2691.1 ms
[2022-04-10 14:10:21 main:574] : INFO : Epoch 1864 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 2646.85 ms
[2022-04-10 14:10:24 main:574] : INFO : Epoch 1865 | loss: 0.0311698 | val_loss: 0.0311753 | Time: 2763.27 ms
[2022-04-10 14:10:26 main:574] : INFO : Epoch 1866 | loss: 0.0311711 | val_loss: 0.031178 | Time: 2741.41 ms
[2022-04-10 14:10:29 main:574] : INFO : Epoch 1867 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 2694.42 ms
[2022-04-10 14:10:32 main:574] : INFO : Epoch 1868 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 2593.15 ms
[2022-04-10 14:10:34 main:574] : INFO : Epoch 1869 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 2616.35 ms
[2022-04-10 14:10:37 main:574] : INFO : Epoch 1870 | loss: 0.0311689 | val_loss: 0.0311754 | Time: 2654.77 ms
[2022-04-10 14:10:40 main:574] : INFO : Epoch 1871 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 2738.75 ms
[2022-04-10 14:10:42 main:574] : INFO : Epoch 1872 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 2688.8 ms
[2022-04-10 14:10:45 main:574] : INFO : Epoch 1873 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 2701.83 ms
[2022-04-10 14:10:48 main:574] : INFO : Epoch 1874 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 2569.16 ms
[2022-04-10 14:10:50 main:574] : INFO : Epoch 1875 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 2537.41 ms
[2022-04-10 14:10:53 main:574] : INFO : Epoch 1876 | loss: 0.0311686 | val_loss: 0.031175 | Time: 2631.24 ms
[2022-04-10 14:10:56 main:574] : INFO : Epoch 1877 | loss: 0.0311687 | val_loss: 0.0311874 | Time: 2674.03 ms
[2022-04-10 14:10:58 main:574] : INFO : Epoch 1878 | loss: 0.0311713 | val_loss: 0.0311749 | Time: 2624.16 ms
[2022-04-10 14:11:01 main:574] : INFO : Epoch 1879 | loss: 0.031167 | val_loss: 0.0311742 | Time: 2689.57 ms
[2022-04-10 14:11:03 main:574] : INFO : Epoch 1880 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 2629.97 ms
[2022-04-10 14:11:06 main:574] : INFO : Epoch 1881 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 2612.59 ms
[2022-04-10 14:11:09 main:574] : INFO : Epoch 1882 | loss: 0.0311678 | val_loss: 0.0311771 | Time: 2680.96 ms
[2022-04-10 14:11:12 main:574] : INFO : Epoch 1883 | loss: 0.0311678 | val_loss: 0.0311733 | Time: 2738.61 ms
[2022-04-10 14:11:14 main:574] : INFO : Epoch 1884 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 2728.56 ms
[2022-04-10 14:11:17 main:574] : INFO : Epoch 1885 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 2680.03 ms
[2022-04-10 14:11:20 main:574] : INFO : Epoch 1886 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 2675.34 ms
[2022-04-10 14:11:22 main:574] : INFO : Epoch 1887 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 2746.46 ms
[2022-04-10 14:11:25 main:574] : INFO : Epoch 1888 | loss: 0.0311677 | val_loss: 0.0311796 | Time: 2688.82 ms
[2022-04-10 14:11:28 main:574] : INFO : Epoch 1889 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 2588.66 ms
[2022-04-10 14:11:30 main:574] : INFO : Epoch 1890 | loss: 0.0311672 | val_loss: 0.031174 | Time: 2682.59 ms
[2022-04-10 14:11:33 main:574] : INFO : Epoch 1891 | loss: 0.0311667 | val_loss: 0.031178 | Time: 2621.47 ms
[2022-04-10 14:11:36 main:574] : INFO : Epoch 1892 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 2610.95 ms
[2022-04-10 14:11:38 main:574] : INFO : Epoch 1893 | loss: 0.031167 | val_loss: 0.0311755 | Time: 2791.67 ms
[2022-04-10 14:11:41 main:574] : INFO : Epoch 1894 | loss: 0.0311684 | val_loss: 0.031173 | Time: 2807.99 ms
[2022-04-10 14:11:44 main:574] : INFO : Epoch 1895 | loss: 0.031167 | val_loss: 0.0311764 | Time: 2633.69 ms
[2022-04-10 14:11:47 main:574] : INFO : Epoch 1896 | loss: 0.0311669 | val_loss: 0.031173 | Time: 2720.97 ms
[2022-04-10 14:11:49 main:574] : INFO : Epoch 1897 | loss: 0.031166 | val_loss: 0.0311777 | Time: 2631.22 ms
[2022-04-10 14:11:52 main:574] : INFO : Epoch 1898 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 2653.01 ms
[2022-04-10 14:11:54 main:574] : INFO : Epoch 1899 | loss: 0.0311671 | val_loss: 0.0311751 | Time: 2603.82 ms
[2022-04-10 14:11:57 main:574] : INFO : Epoch 1900 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 2695.55 ms
[2022-04-10 14:12:00 main:574] : INFO : Epoch 1901 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 2702.7 ms
[2022-04-10 14:12:02 main:574] : INFO : Epoch 1902 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 2661.66 ms
[2022-04-10 14:12:05 main:574] : INFO : Epoch 1903 | loss: 0.031166 | val_loss: 0.0311743 | Time: 2667.04 ms
[2022-04-10 14:12:08 main:574] : INFO : Epoch 1904 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 2766.19 ms
[2022-04-10 14:12:11 main:574] : INFO : Epoch 1905 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 2616.87 ms
[2022-04-10 14:12:13 main:574] : INFO : Epoch 1906 | loss: 0.0311671 | val_loss: 0.031174 | Time: 2566.83 ms
[2022-04-10 14:12:16 main:574] : INFO : Epoch 1907 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 2650.85 ms
[2022-04-10 14:12:19 main:574] : INFO : Epoch 1908 | loss: 0.0311691 | val_loss: 0.0311908 | Time: 2740.43 ms
[2022-04-10 14:12:21 main:574] : INFO : Epoch 1909 | loss: 0.0311754 | val_loss: 0.0311738 | Time: 2633.95 ms
[2022-04-10 14:12:24 main:574] : INFO : Epoch 1910 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 2618.12 ms
[2022-04-10 14:12:27 main:574] : INFO : Epoch 1911 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 2720.02 ms
[2022-04-10 14:12:29 main:574] : INFO : Epoch 1912 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 2632.5 ms
[2022-04-10 14:12:32 main:574] : INFO : Epoch 1913 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 2664.52 ms
[2022-04-10 14:12:34 main:574] : INFO : Epoch 1914 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 2607.92 ms
[2022-04-10 14:12:37 main:574] : INFO : Epoch 1915 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 2677.51 ms
[2022-04-10 14:12:40 main:574] : INFO : Epoch 1916 | loss: 0.031166 | val_loss: 0.0311731 | Time: 2693.13 ms
[2022-04-10 14:12:42 main:574] : INFO : Epoch 1917 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 2556.1 ms
[2022-04-10 14:12:45 main:574] : INFO : Epoch 1918 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 2727.88 ms
[2022-04-10 14:12:48 main:574] : INFO : Epoch 1919 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 2845.56 ms
[2022-04-10 14:12:51 main:574] : INFO : Epoch 1920 | loss: 0.0311661 | val_loss: 0.0311789 | Time: 2648.29 ms
[2022-04-10 14:12:53 main:574] : INFO : Epoch 1921 | loss: 0.0311667 | val_loss: 0.0311723 | Time: 2602.54 ms
[2022-04-10 14:12:56 main:574] : INFO : Epoch 1922 | loss: 0.0311642 | val_loss: 0.0311748 | Time: 2673.68 ms
[2022-04-10 14:12:59 main:574] : INFO : Epoch 1923 | loss: 0.0311656 | val_loss: 0.031173 | Time: 2658.76 ms
[2022-04-10 14:13:01 main:574] : INFO : Epoch 1924 | loss: 0.031166 | val_loss: 0.0311769 | Time: 2754.47 ms
[2022-04-10 14:13:04 main:574] : INFO : Epoch 1925 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 2663.87 ms
[2022-04-10 14:13:07 main:574] : INFO : Epoch 1926 | loss: 0.031168 | val_loss: 0.0311726 | Time: 2633.33 ms
[2022-04-10 14:13:09 main:574] : INFO : Epoch 1927 | loss: 0.0311656 | val_loss: 0.031182 | Time: 2655.49 ms
[2022-04-10 14:13:12 main:574] : INFO : Epoch 1928 | loss: 0.0311669 | val_loss: 0.0311743 | Time: 2724.2 ms
[2022-04-10 14:13:15 main:574] : INFO : Epoch 1929 | loss: 0.031167 | val_loss: 0.0311759 | Time: 2604.16 ms
[2022-04-10 14:13:17 main:574] : INFO : Epoch 1930 | loss: 0.0311661 | val_loss: 0.031177 | Time: 2617.29 ms
[2022-04-10 14:13:20 main:574] : INFO : Epoch 1931 | loss: 0.0311668 | val_loss: 0.0311747 | Time: 2603.54 ms
[2022-04-10 14:13:22 main:574] : INFO : Epoch 1932 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 2633.92 ms
[2022-04-10 14:13:25 main:574] : INFO : Epoch 1933 | loss: 0.0311663 | val_loss: 0.031174 | Time: 2740.17 ms
[2022-04-10 14:13:28 main:574] : INFO : Epoch 1934 | loss: 0.031167 | val_loss: 0.0311719 | Time: 2547.88 ms
[2022-04-10 14:13:31 main:574] : INFO : Epoch 1935 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 2774.48 ms
[2022-04-10 14:13:33 main:574] : INFO : Epoch 1936 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 2733.94 ms
[2022-04-10 14:13:36 main:574] : INFO : Epoch 1937 | loss: 0.031164 | val_loss: 0.0311807 | Time: 2671.45 ms
[2022-04-10 14:13:39 main:574] : INFO : Epoch 1938 | loss: 0.0311681 | val_loss: 0.0311721 | Time: 2621.6 ms
[2022-04-10 14:13:41 main:574] : INFO : Epoch 1939 | loss: 0.031165 | val_loss: 0.0311717 | Time: 2671.64 ms
[2022-04-10 14:13:44 main:574] : INFO : Epoch 1940 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 2638.48 ms
[2022-04-10 14:13:47 main:574] : INFO : Epoch 1941 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 2653.72 ms
[2022-04-10 14:13:49 main:574] : INFO : Epoch 1942 | loss: 0.0311638 | val_loss: 0.0311751 | Time: 2762.21 ms
[2022-04-10 14:13:52 main:574] : INFO : Epoch 1943 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 2679.25 ms
[2022-04-10 14:13:55 main:574] : INFO : Epoch 1944 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 2682.05 ms
[2022-04-10 14:13:57 main:574] : INFO : Epoch 1945 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 2736.68 ms
[2022-04-10 14:14:00 main:574] : INFO : Epoch 1946 | loss: 0.0311631 | val_loss: 0.0311726 | Time: 2637.76 ms
[2022-04-10 14:14:03 main:574] : INFO : Epoch 1947 | loss: 0.0311625 | val_loss: 0.0311723 | Time: 2654.3 ms
[2022-04-10 14:14:05 main:574] : INFO : Epoch 1948 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 2688.25 ms
[2022-04-10 14:14:08 main:574] : INFO : Epoch 1949 | loss: 0.031164 | val_loss: 0.0311846 | Time: 2633.37 ms
[2022-04-10 14:14:11 main:574] : INFO : Epoch 1950 | loss: 0.0311698 | val_loss: 0.0311732 | Time: 2718.14 ms
[2022-04-10 14:14:13 main:574] : INFO : Epoch 1951 | loss: 0.0311664 | val_loss: 0.0311788 | Time: 2558.42 ms
[2022-04-10 14:14:16 main:574] : INFO : Epoch 1952 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 2656.33 ms
[2022-04-10 14:14:19 main:574] : INFO : Epoch 1953 | loss: 0.031163 | val_loss: 0.0311715 | Time: 2724.03 ms
[2022-04-10 14:14:21 main:574] : INFO : Epoch 1954 | loss: 0.0311633 | val_loss: 0.0311793 | Time: 2615.17 ms
[2022-04-10 14:14:24 main:574] : INFO : Epoch 1955 | loss: 0.031164 | val_loss: 0.0311781 | Time: 2762.1 ms
[2022-04-10 14:14:27 main:574] : INFO : Epoch 1956 | loss: 0.0311661 | val_loss: 0.0311743 | Time: 2765.24 ms
[2022-04-10 14:14:30 main:574] : INFO : Epoch 1957 | loss: 0.0311655 | val_loss: 0.0311732 | Time: 2592.87 ms
[2022-04-10 14:14:32 main:574] : INFO : Epoch 1958 | loss: 0.0311641 | val_loss: 0.0311718 | Time: 2632.44 ms
[2022-04-10 14:14:35 main:574] : INFO : Epoch 1959 | loss: 0.0311632 | val_loss: 0.0311771 | Time: 2635.49 ms
[2022-04-10 14:14:37 main:574] : INFO : Epoch 1960 | loss: 0.0311648 | val_loss: 0.0311782 | Time: 2628 ms
[2022-04-10 14:14:40 main:574] : INFO : Epoch 1961 | loss: 0.0311632 | val_loss: 0.0311742 | Time: 2674.98 ms
[2022-04-10 14:14:43 main:574] : INFO : Epoch 1962 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 2693.66 ms
[2022-04-10 14:14:45 main:574] : INFO : Epoch 1963 | loss: 0.0311634 | val_loss: 0.0311732 | Time: 2631.74 ms
[2022-04-10 14:14:48 main:574] : INFO : Epoch 1964 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 2762.8 ms
[2022-04-10 14:14:51 main:574] : INFO : Epoch 1965 | loss: 0.0311647 | val_loss: 0.0311742 | Time: 2584.34 ms
[2022-04-10 14:14:53 main:574] : INFO : Epoch 1966 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 2581.05 ms
[2022-04-10 14:14:56 main:574] : INFO : Epoch 1967 | loss: 0.0311627 | val_loss: 0.0311742 | Time: 2675.09 ms
[2022-04-10 14:14:59 main:574] : INFO : Epoch 1968 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 2697.28 ms
[2022-04-10 14:15:01 main:574] : INFO : Epoch 1969 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 2693.1 ms
[2022-04-10 14:15:04 main:574] : INFO : Epoch 1970 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 2611.13 ms
[2022-04-10 14:15:07 main:574] : INFO : Epoch 1971 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 2687.25 ms
[2022-04-10 14:15:09 main:574] : INFO : Epoch 1972 | loss: 0.031163 | val_loss: 0.0311719 | Time: 2604.78 ms
[2022-04-10 14:15:12 main:574] : INFO : Epoch 1973 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 2669.26 ms
[2022-04-10 14:15:15 main:574] : INFO : Epoch 1974 | loss: 0.031165 | val_loss: 0.0311784 | Time: 2671.95 ms
[2022-04-10 14:15:17 main:574] : INFO : Epoch 1975 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 2717.43 ms
[2022-04-10 14:15:20 main:574] : INFO : Epoch 1976 | loss: 0.0311633 | val_loss: 0.0311734 | Time: 2704.65 ms
[2022-04-10 14:15:23 main:574] : INFO : Epoch 1977 | loss: 0.0311641 | val_loss: 0.0311725 | Time: 2587.46 ms
[2022-04-10 14:15:25 main:574] : INFO : Epoch 1978 | loss: 0.0311624 | val_loss: 0.0311721 | Time: 2653.68 ms
[2022-04-10 14:15:28 main:574] : INFO : Epoch 1979 | loss: 0.0311612 | val_loss: 0.031173 | Time: 2568.04 ms
[2022-04-10 14:15:31 main:574] : INFO : Epoch 1980 | loss: 0.0311606 | val_loss: 0.031173 | Time: 2606.3 ms
[2022-04-10 14:15:33 main:574] : INFO : Epoch 1981 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 2552.69 ms
[2022-04-10 14:15:36 main:574] : INFO : Epoch 1982 | loss: 0.0311636 | val_loss: 0.0311736 | Time: 2668.07 ms
[2022-04-10 14:15:38 main:574] : INFO : Epoch 1983 | loss: 0.0311631 | val_loss: 0.031173 | Time: 2681.57 ms
[2022-04-10 14:15:41 main:574] : INFO : Epoch 1984 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 2699.29 ms
[2022-04-10 14:15:44 main:574] : INFO : Epoch 1985 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 2596.67 ms
[2022-04-10 14:15:47 main:574] : INFO : Epoch 1986 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 2706.45 ms
[2022-04-10 14:15:49 main:574] : INFO : Epoch 1987 | loss: 0.0311604 | val_loss: 0.0311729 | Time: 2650.1 ms
[2022-04-10 14:15:52 main:574] : INFO : Epoch 1988 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 2661.57 ms
[2022-04-10 14:15:55 main:574] : INFO : Epoch 1989 | loss: 0.0311625 | val_loss: 0.0311757 | Time: 2728.35 ms
[2022-04-10 14:15:57 main:574] : INFO : Epoch 1990 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 2701.45 ms
[2022-04-10 14:16:00 main:574] : INFO : Epoch 1991 | loss: 0.0311596 | val_loss: 0.031173 | Time: 2674.04 ms
[2022-04-10 14:16:03 main:574] : INFO : Epoch 1992 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 2659.72 ms
[2022-04-10 14:16:05 main:574] : INFO : Epoch 1993 | loss: 0.0311633 | val_loss: 0.0311742 | Time: 2745.56 ms
[2022-04-10 14:16:08 main:574] : INFO : Epoch 1994 | loss: 0.031165 | val_loss: 0.0311756 | Time: 2647.63 ms
[2022-04-10 14:16:11 main:574] : INFO : Epoch 1995 | loss: 0.0311638 | val_loss: 0.0311723 | Time: 2723.41 ms
[2022-04-10 14:16:13 main:574] : INFO : Epoch 1996 | loss: 0.0311627 | val_loss: 0.0311731 | Time: 2669.95 ms
[2022-04-10 14:16:16 main:574] : INFO : Epoch 1997 | loss: 0.0311615 | val_loss: 0.0311724 | Time: 2629.54 ms
[2022-04-10 14:16:19 main:574] : INFO : Epoch 1998 | loss: 0.031162 | val_loss: 0.0311729 | Time: 2765.67 ms
[2022-04-10 14:16:21 main:574] : INFO : Epoch 1999 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 2634.54 ms
[2022-04-10 14:16:24 main:574] : INFO : Epoch 2000 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 2707.46 ms
[2022-04-10 14:16:27 main:574] : INFO : Epoch 2001 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 2717.63 ms
[2022-04-10 14:16:30 main:574] : INFO : Epoch 2002 | loss: 0.0311614 | val_loss: 0.0311741 | Time: 2642.77 ms
[2022-04-10 14:16:32 main:574] : INFO : Epoch 2003 | loss: 0.0311633 | val_loss: 0.0311724 | Time: 2759.32 ms
[2022-04-10 14:16:35 main:574] : INFO : Epoch 2004 | loss: 0.0311603 | val_loss: 0.0311708 | Time: 2720.51 ms
[2022-04-10 14:16:38 main:574] : INFO : Epoch 2005 | loss: 0.0311611 | val_loss: 0.031171 | Time: 2713.03 ms
[2022-04-10 14:16:40 main:574] : INFO : Epoch 2006 | loss: 0.0311629 | val_loss: 0.0311701 | Time: 2693.13 ms
[2022-04-10 14:16:43 main:574] : INFO : Epoch 2007 | loss: 0.0311613 | val_loss: 0.0311732 | Time: 2659.79 ms
[2022-04-10 14:16:46 main:574] : INFO : Epoch 2008 | loss: 0.0311629 | val_loss: 0.0311758 | Time: 2629.1 ms
[2022-04-10 14:16:48 main:574] : INFO : Epoch 2009 | loss: 0.031169 | val_loss: 0.0311728 | Time: 2600.77 ms
[2022-04-10 14:16:51 main:574] : INFO : Epoch 2010 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 2707.48 ms
[2022-04-10 14:16:54 main:574] : INFO : Epoch 2011 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 2600.42 ms
[2022-04-10 14:16:56 main:574] : INFO : Epoch 2012 | loss: 0.0311645 | val_loss: 0.0311719 | Time: 2751.91 ms
[2022-04-10 14:16:59 main:574] : INFO : Epoch 2013 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 2691.72 ms
[2022-04-10 14:17:02 main:574] : INFO : Epoch 2014 | loss: 0.0311641 | val_loss: 0.0311696 | Time: 2643.8 ms
[2022-04-10 14:17:05 main:574] : INFO : Epoch 2015 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 2760.22 ms
[2022-04-10 14:17:07 main:574] : INFO : Epoch 2016 | loss: 0.0311645 | val_loss: 0.0311693 | Time: 2634.79 ms
[2022-04-10 14:17:10 main:574] : INFO : Epoch 2017 | loss: 0.031164 | val_loss: 0.031173 | Time: 2595.47 ms
[2022-04-10 14:17:13 main:574] : INFO : Epoch 2018 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 2752.93 ms
[2022-04-10 14:17:15 main:574] : INFO : Epoch 2019 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 2653.54 ms
[2022-04-10 14:17:18 main:574] : INFO : Epoch 2020 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 2639.77 ms
[2022-04-10 14:17:21 main:574] : INFO : Epoch 2021 | loss: 0.0311626 | val_loss: 0.0311732 | Time: 2645.85 ms
[2022-04-10 14:17:23 main:574] : INFO : Epoch 2022 | loss: 0.0311639 | val_loss: 0.0311695 | Time: 2775.05 ms
[2022-04-10 14:17:26 main:574] : INFO : Epoch 2023 | loss: 0.031164 | val_loss: 0.0311706 | Time: 2599.28 ms
[2022-04-10 14:17:29 main:574] : INFO : Epoch 2024 | loss: 0.031163 | val_loss: 0.0311692 | Time: 2669.53 ms
[2022-04-10 14:17:31 main:574] : INFO : Epoch 2025 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 2575.74 ms
[2022-04-10 14:17:34 main:574] : INFO : Epoch 2026 | loss: 0.0311631 | val_loss: 0.0311817 | Time: 2670.23 ms
[2022-04-10 14:17:37 main:574] : INFO : Epoch 2027 | loss: 0.0311607 | val_loss: 0.0311687 | Time: 2654.16 ms
[2022-04-10 14:17:39 main:574] : INFO : Epoch 2028 | loss: 0.03116 | val_loss: 0.0311697 | Time: 2709.27 ms
[2022-04-10 14:17:42 main:574] : INFO : Epoch 2029 | loss: 0.0311602 | val_loss: 0.0311753 | Time: 2682.97 ms
[2022-04-10 14:17:45 main:574] : INFO : Epoch 2030 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 2657.77 ms
[2022-04-10 14:17:47 main:574] : INFO : Epoch 2031 | loss: 0.0311602 | val_loss: 0.0311696 | Time: 2676.87 ms
[2022-04-10 14:17:50 main:574] : INFO : Epoch 2032 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 2743.39 ms
[2022-04-10 14:17:53 main:574] : INFO : Epoch 2033 | loss: 0.0311608 | val_loss: 0.031171 | Time: 2682.16 ms
[2022-04-10 14:17:55 main:574] : INFO : Epoch 2034 | loss: 0.0311617 | val_loss: 0.0311698 | Time: 2638.89 ms
[2022-04-10 14:17:58 main:574] : INFO : Epoch 2035 | loss: 0.0311587 | val_loss: 0.0311715 | Time: 2656.39 ms
[2022-04-10 14:18:01 main:574] : INFO : Epoch 2036 | loss: 0.0311599 | val_loss: 0.0311727 | Time: 2586.56 ms
[2022-04-10 14:18:03 main:574] : INFO : Epoch 2037 | loss: 0.0311597 | val_loss: 0.0311701 | Time: 2607.34 ms
[2022-04-10 14:18:06 main:574] : INFO : Epoch 2038 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 2665.2 ms
[2022-04-10 14:18:08 main:574] : INFO : Epoch 2039 | loss: 0.0311622 | val_loss: 0.0311724 | Time: 2577.16 ms
[2022-04-10 14:18:11 main:574] : INFO : Epoch 2040 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 2753.92 ms
[2022-04-10 14:18:14 main:574] : INFO : Epoch 2041 | loss: 0.0311599 | val_loss: 0.031169 | Time: 2608.59 ms
[2022-04-10 14:18:16 main:574] : INFO : Epoch 2042 | loss: 0.0311599 | val_loss: 0.0311712 | Time: 2615.77 ms
[2022-04-10 14:18:19 main:574] : INFO : Epoch 2043 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 2666.36 ms
[2022-04-10 14:18:22 main:574] : INFO : Epoch 2044 | loss: 0.0311618 | val_loss: 0.031181 | Time: 2645.75 ms
[2022-04-10 14:18:24 main:574] : INFO : Epoch 2045 | loss: 0.031165 | val_loss: 0.0311834 | Time: 2697.36 ms
[2022-04-10 14:18:27 main:574] : INFO : Epoch 2046 | loss: 0.0311618 | val_loss: 0.0311719 | Time: 2612.86 ms
[2022-04-10 14:18:30 main:574] : INFO : Epoch 2047 | loss: 0.031161 | val_loss: 0.031177 | Time: 2589.09 ms
[2022-04-10 14:18:32 main:574] : INFO : Epoch 2048 | loss: 0.0311617 | val_loss: 0.0311688 | Time: 2625.6 ms
[2022-04-10 14:18:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311688
[2022-04-10 14:18:32 main:603] : INFO : Saving end state to config to file
[2022-04-10 14:18:32 main:608] : INFO : Success, exiting..
14:18:32 (5040): 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)