Task 8316383
| Name | ParityModified-1631733143-10170-3_2 |
| Workunit | 5475325 |
| Created | 22 Oct 2021, 17:34:05 UTC |
| Sent | 22 Oct 2021, 18:48:19 UTC |
| Report deadline | 29 Oct 2021, 18:48:19 UTC |
| Received | 22 Oct 2021, 20:30:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 31 min 26 sec |
| CPU time | 1 hours 24 min 38 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> 2 21:56:38 main:574] : INFO : Epoch 1542 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 2671.12 ms [2021-10-22 21:56:41 main:574] : INFO : Epoch 1543 | loss: 0.031158 | val_loss: 0.0311702 | Time: 2621.43 ms [2021-10-22 21:56:44 main:574] : INFO : Epoch 1544 | loss: 0.0311579 | val_loss: 0.0311686 | Time: 2628.44 ms [2021-10-22 21:56:46 main:574] : INFO : Epoch 1545 | loss: 0.0311582 | val_loss: 0.0311692 | Time: 2687.32 ms [2021-10-22 21:56:49 main:574] : INFO : Epoch 1546 | loss: 0.0311569 | val_loss: 0.031169 | Time: 2868.17 ms [2021-10-22 21:56:52 main:574] : INFO : Epoch 1547 | loss: 0.031157 | val_loss: 0.0311695 | Time: 2654.2 ms [2021-10-22 21:56:55 main:574] : INFO : Epoch 1548 | loss: 0.031157 | val_loss: 0.0311705 | Time: 2747.57 ms [2021-10-22 21:56:58 main:574] : INFO : Epoch 1549 | loss: 0.0311568 | val_loss: 0.0311726 | Time: 3525.03 ms [2021-10-22 21:57:01 main:574] : INFO : Epoch 1550 | loss: 0.0311574 | val_loss: 0.031169 | Time: 3149.57 ms [2021-10-22 21:57:05 main:574] : INFO : Epoch 1551 | loss: 0.0311565 | val_loss: 0.0311721 | Time: 3276.08 ms [2021-10-22 21:57:08 main:574] : INFO : Epoch 1552 | loss: 0.0311571 | val_loss: 0.03117 | Time: 3194.78 ms [2021-10-22 21:57:11 main:574] : INFO : Epoch 1553 | loss: 0.031158 | val_loss: 0.0311702 | Time: 3355.7 ms [2021-10-22 21:57:15 main:574] : INFO : Epoch 1554 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 3629.3 ms [2021-10-22 21:57:19 main:574] : INFO : Epoch 1555 | loss: 0.0311587 | val_loss: 0.0311675 | Time: 3673.24 ms [2021-10-22 21:57:22 main:574] : INFO : Epoch 1556 | loss: 0.0311601 | val_loss: 0.0311748 | Time: 3074 ms [2021-10-22 21:57:25 main:574] : INFO : Epoch 1557 | loss: 0.0311655 | val_loss: 0.0311752 | Time: 2932.68 ms [2021-10-22 21:57:28 main:574] : INFO : Epoch 1558 | loss: 0.0311586 | val_loss: 0.031168 | Time: 3109.16 ms [2021-10-22 21:57:31 main:574] : INFO : Epoch 1559 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 3121.92 ms [2021-10-22 21:57:34 main:574] : INFO : Epoch 1560 | loss: 0.0311568 | val_loss: 0.0311685 | Time: 2975.89 ms [2021-10-22 21:57:37 main:574] : INFO : Epoch 1561 | loss: 0.0311574 | val_loss: 0.0311701 | Time: 2878.27 ms [2021-10-22 21:57:40 main:574] : INFO : Epoch 1562 | loss: 0.0311588 | val_loss: 0.0311701 | Time: 2959.03 ms [2021-10-22 21:57:43 main:574] : INFO : Epoch 1563 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 2933.88 ms [2021-10-22 21:57:46 main:574] : INFO : Epoch 1564 | loss: 0.0311575 | val_loss: 0.0311668 | Time: 3334.19 ms [2021-10-22 21:57:49 main:574] : INFO : Epoch 1565 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 2767.06 ms [2021-10-22 21:57:52 main:574] : INFO : Epoch 1566 | loss: 0.0311568 | val_loss: 0.0311666 | Time: 2738.44 ms [2021-10-22 21:57:55 main:574] : INFO : Epoch 1567 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 3044.11 ms [2021-10-22 21:57:58 main:574] : INFO : Epoch 1568 | loss: 0.031155 | val_loss: 0.0311671 | Time: 3181.93 ms [2021-10-22 21:58:01 main:574] : INFO : Epoch 1569 | loss: 0.0311544 | val_loss: 0.0311674 | Time: 3164.04 ms [2021-10-22 21:58:04 main:574] : INFO : Epoch 1570 | loss: 0.0311568 | val_loss: 0.0311758 | Time: 3218.59 ms [2021-10-22 21:58:07 main:574] : INFO : Epoch 1571 | loss: 0.0311558 | val_loss: 0.0311675 | Time: 2970.17 ms [2021-10-22 21:58:10 main:574] : INFO : Epoch 1572 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 2944.42 ms [2021-10-22 21:58:13 main:574] : INFO : Epoch 1573 | loss: 0.0311556 | val_loss: 0.0311706 | Time: 2952.58 ms [2021-10-22 21:58:16 main:574] : INFO : Epoch 1574 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 2682.88 ms [2021-10-22 21:58:19 main:574] : INFO : Epoch 1575 | loss: 0.0311571 | val_loss: 0.0311673 | Time: 2608.05 ms [2021-10-22 21:58:21 main:574] : INFO : Epoch 1576 | loss: 0.0311555 | val_loss: 0.0311708 | Time: 2746.47 ms [2021-10-22 21:58:24 main:574] : INFO : Epoch 1577 | loss: 0.0311588 | val_loss: 0.0311693 | Time: 2907.56 ms [2021-10-22 21:58:27 main:574] : INFO : Epoch 1578 | loss: 0.0311575 | val_loss: 0.0311714 | Time: 2601.29 ms [2021-10-22 21:58:30 main:574] : INFO : Epoch 1579 | loss: 0.0311564 | val_loss: 0.0311689 | Time: 2730.84 ms [2021-10-22 21:58:32 main:574] : INFO : Epoch 1580 | loss: 0.0311563 | val_loss: 0.0311703 | Time: 2772.65 ms [2021-10-22 21:58:35 main:574] : INFO : Epoch 1581 | loss: 0.0311546 | val_loss: 0.031167 | Time: 2709.2 ms [2021-10-22 21:58:38 main:574] : INFO : Epoch 1582 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 3164.49 ms [2021-10-22 21:58:41 main:574] : INFO : Epoch 1583 | loss: 0.0311558 | val_loss: 0.03117 | Time: 2711.4 ms [2021-10-22 21:58:44 main:574] : INFO : Epoch 1584 | loss: 0.0311553 | val_loss: 0.0311737 | Time: 2519.01 ms [2021-10-22 21:58:46 main:574] : INFO : Epoch 1585 | loss: 0.0311565 | val_loss: 0.0311705 | Time: 2477.12 ms [2021-10-22 21:58:49 main:574] : INFO : Epoch 1586 | loss: 0.0311567 | val_loss: 0.0311688 | Time: 2565.58 ms [2021-10-22 21:58:51 main:574] : INFO : Epoch 1587 | loss: 0.0311546 | val_loss: 0.0311686 | Time: 2707.2 ms [2021-10-22 21:58:54 main:574] : INFO : Epoch 1588 | loss: 0.0311541 | val_loss: 0.0311708 | Time: 2688.54 ms [2021-10-22 21:58:57 main:574] : INFO : Epoch 1589 | loss: 0.0311545 | val_loss: 0.0311677 | Time: 2665.69 ms [2021-10-22 21:59:00 main:574] : INFO : Epoch 1590 | loss: 0.0311551 | val_loss: 0.0311696 | Time: 2903.17 ms [2021-10-22 21:59:02 main:574] : INFO : Epoch 1591 | loss: 0.0311556 | val_loss: 0.0311682 | Time: 2643.25 ms [2021-10-22 21:59:05 main:574] : INFO : Epoch 1592 | loss: 0.0311537 | val_loss: 0.0311679 | Time: 2645 ms [2021-10-22 21:59:08 main:574] : INFO : Epoch 1593 | loss: 0.0311527 | val_loss: 0.0311691 | Time: 2782.08 ms [2021-10-22 21:59:10 main:574] : INFO : Epoch 1594 | loss: 0.0311519 | val_loss: 0.0311687 | Time: 2561.84 ms [2021-10-22 21:59:13 main:574] : INFO : Epoch 1595 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 2535.46 ms [2021-10-22 21:59:16 main:574] : INFO : Epoch 1596 | loss: 0.0311571 | val_loss: 0.0311686 | Time: 2778.4 ms [2021-10-22 21:59:18 main:574] : INFO : Epoch 1597 | loss: 0.0311552 | val_loss: 0.0311687 | Time: 2570.56 ms [2021-10-22 21:59:21 main:574] : INFO : Epoch 1598 | loss: 0.0311562 | val_loss: 0.0311749 | Time: 2565.84 ms [2021-10-22 21:59:24 main:574] : INFO : Epoch 1599 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 2742.94 ms [2021-10-22 21:59:26 main:574] : INFO : Epoch 1600 | loss: 0.0311535 | val_loss: 0.0311686 | Time: 2633.95 ms [2021-10-22 21:59:29 main:574] : INFO : Epoch 1601 | loss: 0.031154 | val_loss: 0.0311685 | Time: 2705.19 ms [2021-10-22 21:59:32 main:574] : INFO : Epoch 1602 | loss: 0.0311569 | val_loss: 0.0311692 | Time: 2614.68 ms [2021-10-22 21:59:34 main:574] : INFO : Epoch 1603 | loss: 0.0311568 | val_loss: 0.03117 | Time: 2779.87 ms [2021-10-22 21:59:37 main:574] : INFO : Epoch 1604 | loss: 0.031155 | val_loss: 0.0311709 | Time: 2712.52 ms [2021-10-22 21:59:40 main:574] : INFO : Epoch 1605 | loss: 0.0311549 | val_loss: 0.0311736 | Time: 2801.32 ms [2021-10-22 21:59:43 main:574] : INFO : Epoch 1606 | loss: 0.0311549 | val_loss: 0.031172 | Time: 2680.66 ms [2021-10-22 21:59:45 main:574] : INFO : Epoch 1607 | loss: 0.031154 | val_loss: 0.0311711 | Time: 2625.64 ms [2021-10-22 21:59:48 main:574] : INFO : Epoch 1608 | loss: 0.0311537 | val_loss: 0.0311715 | Time: 2685.97 ms [2021-10-22 21:59:51 main:574] : INFO : Epoch 1609 | loss: 0.0311549 | val_loss: 0.0311757 | Time: 2924.4 ms [2021-10-22 21:59:54 main:574] : INFO : Epoch 1610 | loss: 0.0311564 | val_loss: 0.0311692 | Time: 3053.9 ms [2021-10-22 21:59:57 main:574] : INFO : Epoch 1611 | loss: 0.0311555 | val_loss: 0.031173 | Time: 2850.5 ms [2021-10-22 22:00:00 main:574] : INFO : Epoch 1612 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 3231.32 ms [2021-10-22 22:00:03 main:574] : INFO : Epoch 1613 | loss: 0.0311559 | val_loss: 0.0311683 | Time: 2749.59 ms [2021-10-22 22:00:06 main:574] : INFO : Epoch 1614 | loss: 0.0311571 | val_loss: 0.0311709 | Time: 2708.39 ms [2021-10-22 22:00:08 main:574] : INFO : Epoch 1615 | loss: 0.0311547 | val_loss: 0.0311653 | Time: 2425.29 ms [2021-10-22 22:00:11 main:574] : INFO : Epoch 1616 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 2618.47 ms [2021-10-22 22:00:13 main:574] : INFO : Epoch 1617 | loss: 0.0311566 | val_loss: 0.0311697 | Time: 2637.02 ms [2021-10-22 22:00:16 main:574] : INFO : Epoch 1618 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 2618.55 ms [2021-10-22 22:00:19 main:574] : INFO : Epoch 1619 | loss: 0.0311555 | val_loss: 0.0311677 | Time: 2717.76 ms [2021-10-22 22:00:21 main:574] : INFO : Epoch 1620 | loss: 0.0311525 | val_loss: 0.0311681 | Time: 2720.68 ms [2021-10-22 22:00:24 main:574] : INFO : Epoch 1621 | loss: 0.031152 | val_loss: 0.0311689 | Time: 2740.44 ms [2021-10-22 22:00:27 main:574] : INFO : Epoch 1622 | loss: 0.0311534 | val_loss: 0.0311694 | Time: 2581.03 ms [2021-10-22 22:00:30 main:574] : INFO : Epoch 1623 | loss: 0.0311547 | val_loss: 0.0311735 | Time: 2901.84 ms [2021-10-22 22:00:32 main:574] : INFO : Epoch 1624 | loss: 0.0311526 | val_loss: 0.0311687 | Time: 2642.95 ms [2021-10-22 22:00:35 main:574] : INFO : Epoch 1625 | loss: 0.031152 | val_loss: 0.0311669 | Time: 2615.43 ms [2021-10-22 22:00:37 main:574] : INFO : Epoch 1626 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 2481.33 ms [2021-10-22 22:00:40 main:574] : INFO : Epoch 1627 | loss: 0.0311526 | val_loss: 0.0311689 | Time: 2708.3 ms [2021-10-22 22:00:43 main:574] : INFO : Epoch 1628 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 2656.5 ms [2021-10-22 22:00:45 main:574] : INFO : Epoch 1629 | loss: 0.0311526 | val_loss: 0.0311653 | Time: 2765.13 ms [2021-10-22 22:00:48 main:574] : INFO : Epoch 1630 | loss: 0.0311525 | val_loss: 0.0311651 | Time: 2733.61 ms [2021-10-22 22:00:51 main:574] : INFO : Epoch 1631 | loss: 0.0311513 | val_loss: 0.0311688 | Time: 2768.74 ms [2021-10-22 22:00:53 main:574] : INFO : Epoch 1632 | loss: 0.0311538 | val_loss: 0.0311693 | Time: 2513.74 ms [2021-10-22 22:00:56 main:574] : INFO : Epoch 1633 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 2909.58 ms [2021-10-22 22:00:59 main:574] : INFO : Epoch 1634 | loss: 0.0311509 | val_loss: 0.0311763 | Time: 2598.91 ms [2021-10-22 22:01:02 main:574] : INFO : Epoch 1635 | loss: 0.031154 | val_loss: 0.0311808 | Time: 2572.37 ms [2021-10-22 22:01:04 main:574] : INFO : Epoch 1636 | loss: 0.0311538 | val_loss: 0.0311735 | Time: 2390.7 ms [2021-10-22 22:01:07 main:574] : INFO : Epoch 1637 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 2770.62 ms [2021-10-22 22:01:10 main:574] : INFO : Epoch 1638 | loss: 0.03115 | val_loss: 0.031166 | Time: 2697.27 ms [2021-10-22 22:01:13 main:574] : INFO : Epoch 1639 | loss: 0.0311519 | val_loss: 0.0311677 | Time: 2617.52 ms [2021-10-22 22:01:15 main:574] : INFO : Epoch 1640 | loss: 0.0311517 | val_loss: 0.0311691 | Time: 2843.5 ms [2021-10-22 22:01:18 main:574] : INFO : Epoch 1641 | loss: 0.0311545 | val_loss: 0.0311698 | Time: 2743.44 ms [2021-10-22 22:01:21 main:574] : INFO : Epoch 1642 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 2552.32 ms [2021-10-22 22:01:23 main:574] : INFO : Epoch 1643 | loss: 0.0311528 | val_loss: 0.031168 | Time: 2633.48 ms [2021-10-22 22:01:26 main:574] : INFO : Epoch 1644 | loss: 0.0311527 | val_loss: 0.0311755 | Time: 2767.21 ms [2021-10-22 22:01:29 main:574] : INFO : Epoch 1645 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 2508.02 ms [2021-10-22 22:01:31 main:574] : INFO : Epoch 1646 | loss: 0.0311526 | val_loss: 0.0311677 | Time: 2300.54 ms [2021-10-22 22:01:34 main:574] : INFO : Epoch 1647 | loss: 0.0311513 | val_loss: 0.0311688 | Time: 2559.18 ms [2021-10-22 22:01:36 main:574] : INFO : Epoch 1648 | loss: 0.0311515 | val_loss: 0.031167 | Time: 2553.73 ms [2021-10-22 22:01:39 main:574] : INFO : Epoch 1649 | loss: 0.0311531 | val_loss: 0.031169 | Time: 2610.42 ms [2021-10-22 22:01:41 main:574] : INFO : Epoch 1650 | loss: 0.0311545 | val_loss: 0.0311719 | Time: 2638.4 ms [2021-10-22 22:01:44 main:574] : INFO : Epoch 1651 | loss: 0.0311525 | val_loss: 0.0311704 | Time: 2930.24 ms [2021-10-22 22:01:47 main:574] : INFO : Epoch 1652 | loss: 0.0311544 | val_loss: 0.0311773 | Time: 2602.09 ms [2021-10-22 22:01:50 main:574] : INFO : Epoch 1653 | loss: 0.0311586 | val_loss: 0.0311703 | Time: 2647.3 ms [2021-10-22 22:01:52 main:574] : INFO : Epoch 1654 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 2796.88 ms [2021-10-22 22:01:55 main:574] : INFO : Epoch 1655 | loss: 0.0311536 | val_loss: 0.031167 | Time: 2725.68 ms [2021-10-22 22:01:58 main:574] : INFO : Epoch 1656 | loss: 0.031151 | val_loss: 0.0311697 | Time: 2413.49 ms [2021-10-22 22:02:00 main:574] : INFO : Epoch 1657 | loss: 0.0311517 | val_loss: 0.0311668 | Time: 2555.56 ms [2021-10-22 22:02:03 main:574] : INFO : Epoch 1658 | loss: 0.0311496 | val_loss: 0.031167 | Time: 2629.2 ms [2021-10-22 22:02:05 main:574] : INFO : Epoch 1659 | loss: 0.0311494 | val_loss: 0.0311695 | Time: 2569.9 ms [2021-10-22 22:02:08 main:574] : INFO : Epoch 1660 | loss: 0.0311501 | val_loss: 0.0311714 | Time: 2526.34 ms [2021-10-22 22:02:11 main:574] : INFO : Epoch 1661 | loss: 0.0311521 | val_loss: 0.0311671 | Time: 2715.74 ms [2021-10-22 22:02:13 main:574] : INFO : Epoch 1662 | loss: 0.0311526 | val_loss: 0.0311652 | Time: 2734.65 ms [2021-10-22 22:02:16 main:574] : INFO : Epoch 1663 | loss: 0.0311512 | val_loss: 0.0311651 | Time: 2533.55 ms [2021-10-22 22:02:19 main:574] : INFO : Epoch 1664 | loss: 0.0311508 | val_loss: 0.0311687 | Time: 2711.08 ms [2021-10-22 22:02:21 main:574] : INFO : Epoch 1665 | loss: 0.0311504 | val_loss: 0.0311666 | Time: 2589.13 ms [2021-10-22 22:02:24 main:574] : INFO : Epoch 1666 | loss: 0.0311501 | val_loss: 0.0311712 | Time: 2514.17 ms [2021-10-22 22:02:26 main:574] : INFO : Epoch 1667 | loss: 0.0311521 | val_loss: 0.0311669 | Time: 2503.17 ms [2021-10-22 22:02:29 main:574] : INFO : Epoch 1668 | loss: 0.0311498 | val_loss: 0.0311662 | Time: 2846 ms [2021-10-22 22:02:32 main:574] : INFO : Epoch 1669 | loss: 0.0311492 | val_loss: 0.0311672 | Time: 2698.01 ms [2021-10-22 22:02:34 main:574] : INFO : Epoch 1670 | loss: 0.0311536 | val_loss: 0.031166 | Time: 2623.41 ms [2021-10-22 22:02:37 main:574] : INFO : Epoch 1671 | loss: 0.0311572 | val_loss: 0.031177 | Time: 2648.97 ms [2021-10-22 22:02:40 main:574] : INFO : Epoch 1672 | loss: 0.0311526 | val_loss: 0.0311648 | Time: 2787.46 ms [2021-10-22 22:02:42 main:574] : INFO : Epoch 1673 | loss: 0.0311499 | val_loss: 0.0311667 | Time: 2522.43 ms [2021-10-22 22:02:45 main:574] : INFO : Epoch 1674 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 2545.03 ms [2021-10-22 22:02:48 main:574] : INFO : Epoch 1675 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 2687.07 ms [2021-10-22 22:02:50 main:574] : INFO : Epoch 1676 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 2460.14 ms [2021-10-22 22:02:53 main:574] : INFO : Epoch 1677 | loss: 0.0311488 | val_loss: 0.0311659 | Time: 2409.01 ms [2021-10-22 22:02:55 main:574] : INFO : Epoch 1678 | loss: 0.0311501 | val_loss: 0.0311662 | Time: 2640.05 ms [2021-10-22 22:02:58 main:574] : INFO : Epoch 1679 | loss: 0.0311505 | val_loss: 0.0311654 | Time: 2705.99 ms [2021-10-22 22:03:01 main:574] : INFO : Epoch 1680 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 2624.11 ms [2021-10-22 22:03:03 main:574] : INFO : Epoch 1681 | loss: 0.03115 | val_loss: 0.0311667 | Time: 2710.33 ms [2021-10-22 22:03:06 main:574] : INFO : Epoch 1682 | loss: 0.0311495 | val_loss: 0.0311666 | Time: 2861.1 ms [2021-10-22 22:03:09 main:574] : INFO : Epoch 1683 | loss: 0.0311495 | val_loss: 0.0311657 | Time: 2607.82 ms [2021-10-22 22:03:11 main:574] : INFO : Epoch 1684 | loss: 0.0311491 | val_loss: 0.0311667 | Time: 2627.08 ms [2021-10-22 22:03:14 main:574] : INFO : Epoch 1685 | loss: 0.03115 | val_loss: 0.0311722 | Time: 2716.08 ms [2021-10-22 22:03:17 main:574] : INFO : Epoch 1686 | loss: 0.031151 | val_loss: 0.0311687 | Time: 2455.45 ms [2021-10-22 22:03:19 main:574] : INFO : Epoch 1687 | loss: 0.0311503 | val_loss: 0.0311706 | Time: 2699.19 ms [2021-10-22 22:03:22 main:574] : INFO : Epoch 1688 | loss: 0.0311495 | val_loss: 0.031168 | Time: 2617.28 ms [2021-10-22 22:03:25 main:574] : INFO : Epoch 1689 | loss: 0.0311502 | val_loss: 0.0311666 | Time: 2754.36 ms [2021-10-22 22:03:27 main:574] : INFO : Epoch 1690 | loss: 0.0311485 | val_loss: 0.0311684 | Time: 2729.62 ms [2021-10-22 22:03:30 main:574] : INFO : Epoch 1691 | loss: 0.0311532 | val_loss: 0.0311664 | Time: 2760.01 ms [2021-10-22 22:03:33 main:574] : INFO : Epoch 1692 | loss: 0.031157 | val_loss: 0.0311776 | Time: 2815.34 ms [2021-10-22 22:03:36 main:574] : INFO : Epoch 1693 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 2588.31 ms [2021-10-22 22:03:38 main:574] : INFO : Epoch 1694 | loss: 0.0311519 | val_loss: 0.0311675 | Time: 2727.04 ms [2021-10-22 22:03:41 main:574] : INFO : Epoch 1695 | loss: 0.031153 | val_loss: 0.0311699 | Time: 2722.35 ms [2021-10-22 22:03:44 main:574] : INFO : Epoch 1696 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 2556.33 ms [2021-10-22 22:03:46 main:574] : INFO : Epoch 1697 | loss: 0.0311539 | val_loss: 0.0311731 | Time: 2389.49 ms [2021-10-22 22:03:48 main:574] : INFO : Epoch 1698 | loss: 0.0311531 | val_loss: 0.0311711 | Time: 2342.09 ms [2021-10-22 22:03:51 main:574] : INFO : Epoch 1699 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 2686.83 ms [2021-10-22 22:03:54 main:574] : INFO : Epoch 1700 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 2660.71 ms [2021-10-22 22:03:56 main:574] : INFO : Epoch 1701 | loss: 0.0311548 | val_loss: 0.0311739 | Time: 2810.26 ms [2021-10-22 22:03:59 main:574] : INFO : Epoch 1702 | loss: 0.0311545 | val_loss: 0.0311719 | Time: 2706.27 ms [2021-10-22 22:04:02 main:574] : INFO : Epoch 1703 | loss: 0.0311588 | val_loss: 0.031175 | Time: 2738.94 ms [2021-10-22 22:04:05 main:574] : INFO : Epoch 1704 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 2638.57 ms [2021-10-22 22:04:07 main:574] : INFO : Epoch 1705 | loss: 0.0311701 | val_loss: 0.0311853 | Time: 2535.72 ms [2021-10-22 22:04:10 main:574] : INFO : Epoch 1706 | loss: 0.0311905 | val_loss: 0.0311878 | Time: 2810.36 ms [2021-10-22 22:04:13 main:574] : INFO : Epoch 1707 | loss: 0.0311879 | val_loss: 0.0311866 | Time: 2592.49 ms [2021-10-22 22:04:15 main:574] : INFO : Epoch 1708 | loss: 0.0311888 | val_loss: 0.0311882 | Time: 2478.37 ms [2021-10-22 22:04:18 main:574] : INFO : Epoch 1709 | loss: 0.0311887 | val_loss: 0.0311838 | Time: 2672.75 ms [2021-10-22 22:04:20 main:574] : INFO : Epoch 1710 | loss: 0.031185 | val_loss: 0.031183 | Time: 2650.72 ms [2021-10-22 22:04:23 main:574] : INFO : Epoch 1711 | loss: 0.0311848 | val_loss: 0.0311827 | Time: 2624.51 ms [2021-10-22 22:04:26 main:574] : INFO : Epoch 1712 | loss: 0.0311844 | val_loss: 0.0311833 | Time: 2795.91 ms [2021-10-22 22:04:29 main:574] : INFO : Epoch 1713 | loss: 0.0311853 | val_loss: 0.0311855 | Time: 2759.74 ms [2021-10-22 22:04:31 main:574] : INFO : Epoch 1714 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 2635.29 ms [2021-10-22 22:04:34 main:574] : INFO : Epoch 1715 | loss: 0.0311847 | val_loss: 0.031182 | Time: 2621.18 ms [2021-10-22 22:04:37 main:574] : INFO : Epoch 1716 | loss: 0.0311846 | val_loss: 0.0311853 | Time: 2724.16 ms [2021-10-22 22:04:39 main:574] : INFO : Epoch 1717 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 2516.26 ms [2021-10-22 22:04:41 main:574] : INFO : Epoch 1718 | loss: 0.0311817 | val_loss: 0.0311833 | Time: 2386.38 ms [2021-10-22 22:04:44 main:574] : INFO : Epoch 1719 | loss: 0.0311823 | val_loss: 0.0311826 | Time: 2563.76 ms [2021-10-22 22:04:47 main:574] : INFO : Epoch 1720 | loss: 0.0311806 | val_loss: 0.0311858 | Time: 2760.59 ms [2021-10-22 22:04:49 main:574] : INFO : Epoch 1721 | loss: 0.0311832 | val_loss: 0.0311827 | Time: 2663.91 ms [2021-10-22 22:04:52 main:574] : INFO : Epoch 1722 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 2756.47 ms [2021-10-22 22:04:55 main:574] : INFO : Epoch 1723 | loss: 0.0311822 | val_loss: 0.0311841 | Time: 2746.48 ms [2021-10-22 22:04:58 main:574] : INFO : Epoch 1724 | loss: 0.0311822 | val_loss: 0.0311823 | Time: 2835.2 ms [2021-10-22 22:05:01 main:574] : INFO : Epoch 1725 | loss: 0.0311817 | val_loss: 0.031182 | Time: 2667.99 ms [2021-10-22 22:05:03 main:574] : INFO : Epoch 1726 | loss: 0.0311821 | val_loss: 0.031182 | Time: 2802.25 ms [2021-10-22 22:05:06 main:574] : INFO : Epoch 1727 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 2838.4 ms [2021-10-22 22:05:09 main:574] : INFO : Epoch 1728 | loss: 0.0311815 | val_loss: 0.0311836 | Time: 2483.74 ms [2021-10-22 22:05:11 main:574] : INFO : Epoch 1729 | loss: 0.0311812 | val_loss: 0.0311824 | Time: 2579.21 ms [2021-10-22 22:05:14 main:574] : INFO : Epoch 1730 | loss: 0.0311809 | val_loss: 0.0311838 | Time: 2730.39 ms [2021-10-22 22:05:17 main:574] : INFO : Epoch 1731 | loss: 0.031184 | val_loss: 0.031183 | Time: 2822.77 ms [2021-10-22 22:05:19 main:574] : INFO : Epoch 1732 | loss: 0.0311828 | val_loss: 0.0311849 | Time: 2592.51 ms [2021-10-22 22:05:22 main:574] : INFO : Epoch 1733 | loss: 0.0311808 | val_loss: 0.0311851 | Time: 2823.41 ms [2021-10-22 22:05:25 main:574] : INFO : Epoch 1734 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 2731.32 ms [2021-10-22 22:05:28 main:574] : INFO : Epoch 1735 | loss: 0.0311816 | val_loss: 0.0311829 | Time: 2643.15 ms [2021-10-22 22:05:30 main:574] : INFO : Epoch 1736 | loss: 0.03118 | val_loss: 0.0311819 | Time: 2582.49 ms [2021-10-22 22:05:33 main:574] : INFO : Epoch 1737 | loss: 0.03118 | val_loss: 0.0311877 | Time: 2636.74 ms [2021-10-22 22:05:35 main:574] : INFO : Epoch 1738 | loss: 0.0311812 | val_loss: 0.0311933 | Time: 2426.51 ms [2021-10-22 22:05:38 main:574] : INFO : Epoch 1739 | loss: 0.0311798 | val_loss: 0.0311819 | Time: 2326.59 ms [2021-10-22 22:05:40 main:574] : INFO : Epoch 1740 | loss: 0.0311813 | val_loss: 0.0311821 | Time: 2568.09 ms [2021-10-22 22:05:43 main:574] : INFO : Epoch 1741 | loss: 0.0311796 | val_loss: 0.0311815 | Time: 2687.64 ms [2021-10-22 22:05:46 main:574] : INFO : Epoch 1742 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 2632.71 ms [2021-10-22 22:05:48 main:574] : INFO : Epoch 1743 | loss: 0.0311795 | val_loss: 0.0311827 | Time: 2551.67 ms [2021-10-22 22:05:51 main:574] : INFO : Epoch 1744 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 2753.52 ms [2021-10-22 22:05:54 main:574] : INFO : Epoch 1745 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 2664.67 ms [2021-10-22 22:05:56 main:574] : INFO : Epoch 1746 | loss: 0.0311776 | val_loss: 0.0311844 | Time: 2528.94 ms [2021-10-22 22:05:59 main:574] : INFO : Epoch 1747 | loss: 0.0311797 | val_loss: 0.0311863 | Time: 2818.72 ms [2021-10-22 22:06:01 main:574] : INFO : Epoch 1748 | loss: 0.0311819 | val_loss: 0.0311891 | Time: 2492.98 ms [2021-10-22 22:06:04 main:574] : INFO : Epoch 1749 | loss: 0.0311807 | val_loss: 0.0311842 | Time: 2374.61 ms [2021-10-22 22:06:06 main:574] : INFO : Epoch 1750 | loss: 0.0311806 | val_loss: 0.031181 | Time: 2394.71 ms [2021-10-22 22:06:09 main:574] : INFO : Epoch 1751 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 2622.16 ms [2021-10-22 22:06:12 main:574] : INFO : Epoch 1752 | loss: 0.0311776 | val_loss: 0.0311906 | Time: 2822.97 ms [2021-10-22 22:06:14 main:574] : INFO : Epoch 1753 | loss: 0.0311815 | val_loss: 0.0311839 | Time: 2623.09 ms [2021-10-22 22:06:17 main:574] : INFO : Epoch 1754 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 2674.39 ms [2021-10-22 22:06:20 main:574] : INFO : Epoch 1755 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 2823.24 ms [2021-10-22 22:06:22 main:574] : INFO : Epoch 1756 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 2589.63 ms [2021-10-22 22:06:25 main:574] : INFO : Epoch 1757 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 2826.08 ms [2021-10-22 22:06:28 main:574] : INFO : Epoch 1758 | loss: 0.0311786 | val_loss: 0.031189 | Time: 2574.37 ms [2021-10-22 22:06:30 main:574] : INFO : Epoch 1759 | loss: 0.0311781 | val_loss: 0.0311835 | Time: 2438.23 ms [2021-10-22 22:06:33 main:574] : INFO : Epoch 1760 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 2346.88 ms [2021-10-22 22:06:35 main:574] : INFO : Epoch 1761 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 2585.44 ms [2021-10-22 22:06:38 main:574] : INFO : Epoch 1762 | loss: 0.0311774 | val_loss: 0.0311845 | Time: 2671.15 ms [2021-10-22 22:06:40 main:574] : INFO : Epoch 1763 | loss: 0.0311777 | val_loss: 0.0311847 | Time: 2607.07 ms [2021-10-22 22:06:43 main:574] : INFO : Epoch 1764 | loss: 0.0311786 | val_loss: 0.0311829 | Time: 2542.61 ms [2021-10-22 22:06:46 main:574] : INFO : Epoch 1765 | loss: 0.0311812 | val_loss: 0.0311885 | Time: 2670.5 ms [2021-10-22 22:06:48 main:574] : INFO : Epoch 1766 | loss: 0.031181 | val_loss: 0.0311804 | Time: 2725.61 ms [2021-10-22 22:06:51 main:574] : INFO : Epoch 1767 | loss: 0.0311769 | val_loss: 0.0311828 | Time: 2609.31 ms [2021-10-22 22:06:54 main:574] : INFO : Epoch 1768 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 2951.48 ms [2021-10-22 22:06:57 main:574] : INFO : Epoch 1769 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 2652.59 ms [2021-10-22 22:06:59 main:574] : INFO : Epoch 1770 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 2391.17 ms [2021-10-22 22:07:02 main:574] : INFO : Epoch 1771 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 2627.03 ms [2021-10-22 22:07:04 main:574] : INFO : Epoch 1772 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 2537.29 ms [2021-10-22 22:07:07 main:574] : INFO : Epoch 1773 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 2615.61 ms [2021-10-22 22:07:09 main:574] : INFO : Epoch 1774 | loss: 0.0311761 | val_loss: 0.0311853 | Time: 2611.33 ms [2021-10-22 22:07:12 main:574] : INFO : Epoch 1775 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 2651.01 ms [2021-10-22 22:07:15 main:574] : INFO : Epoch 1776 | loss: 0.031176 | val_loss: 0.0311796 | Time: 2586.7 ms [2021-10-22 22:07:17 main:574] : INFO : Epoch 1777 | loss: 0.0311753 | val_loss: 0.0311879 | Time: 2474.17 ms [2021-10-22 22:07:20 main:574] : INFO : Epoch 1778 | loss: 0.0311777 | val_loss: 0.0311855 | Time: 2929.35 ms [2021-10-22 22:07:23 main:574] : INFO : Epoch 1779 | loss: 0.0311782 | val_loss: 0.0311819 | Time: 2646.38 ms [2021-10-22 22:07:25 main:574] : INFO : Epoch 1780 | loss: 0.0311767 | val_loss: 0.0311861 | Time: 2331.7 ms [2021-10-22 22:07:28 main:574] : INFO : Epoch 1781 | loss: 0.031178 | val_loss: 0.0311804 | Time: 2967.9 ms [2021-10-22 22:07:31 main:574] : INFO : Epoch 1782 | loss: 0.0311758 | val_loss: 0.0311828 | Time: 3295.82 ms [2021-10-22 22:07:34 main:574] : INFO : Epoch 1783 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 2670.04 ms [2021-10-22 22:07:37 main:574] : INFO : Epoch 1784 | loss: 0.0311754 | val_loss: 0.0311901 | Time: 2591.92 ms [2021-10-22 22:07:40 main:574] : INFO : Epoch 1785 | loss: 0.0311805 | val_loss: 0.0311907 | Time: 3244.77 ms [2021-10-22 22:07:43 main:574] : INFO : Epoch 1786 | loss: 0.0311792 | val_loss: 0.0311799 | Time: 3012.35 ms [2021-10-22 22:07:46 main:574] : INFO : Epoch 1787 | loss: 0.0311754 | val_loss: 0.0311847 | Time: 2717.25 ms [2021-10-22 22:07:49 main:574] : INFO : Epoch 1788 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 2929.18 ms [2021-10-22 22:07:52 main:574] : INFO : Epoch 1789 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 2920.5 ms [2021-10-22 22:07:54 main:574] : INFO : Epoch 1790 | loss: 0.0311834 | val_loss: 0.0311846 | Time: 2557.27 ms [2021-10-22 22:07:57 main:574] : INFO : Epoch 1791 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 2790.1 ms [2021-10-22 22:08:00 main:574] : INFO : Epoch 1792 | loss: 0.0311756 | val_loss: 0.0311831 | Time: 2877.44 ms [2021-10-22 22:08:03 main:574] : INFO : Epoch 1793 | loss: 0.031177 | val_loss: 0.031184 | Time: 3052.21 ms [2021-10-22 22:08:06 main:574] : INFO : Epoch 1794 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 3140.69 ms [2021-10-22 22:08:09 main:574] : INFO : Epoch 1795 | loss: 0.0311765 | val_loss: 0.031181 | Time: 3326.9 ms [2021-10-22 22:08:12 main:574] : INFO : Epoch 1796 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 3099.95 ms [2021-10-22 22:08:15 main:574] : INFO : Epoch 1797 | loss: 0.0311791 | val_loss: 0.0311852 | Time: 2956.82 ms [2021-10-22 22:08:19 main:574] : INFO : Epoch 1798 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 3319.37 ms [2021-10-22 22:08:22 main:574] : INFO : Epoch 1799 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 2818.49 ms [2021-10-22 22:08:24 main:574] : INFO : Epoch 1800 | loss: 0.0311762 | val_loss: 0.0311807 | Time: 2666 ms [2021-10-22 22:08:27 main:574] : INFO : Epoch 1801 | loss: 0.0311772 | val_loss: 0.0311799 | Time: 2964.72 ms [2021-10-22 22:08:31 main:574] : INFO : Epoch 1802 | loss: 0.031179 | val_loss: 0.0311828 | Time: 3416.97 ms [2021-10-22 22:08:33 main:574] : INFO : Epoch 1803 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 2810.8 ms [2021-10-22 22:08:36 main:574] : INFO : Epoch 1804 | loss: 0.0311801 | val_loss: 0.0311779 | Time: 2953.35 ms [2021-10-22 22:08:39 main:574] : INFO : Epoch 1805 | loss: 0.0311788 | val_loss: 0.0311796 | Time: 2976.6 ms [2021-10-22 22:08:42 main:574] : INFO : Epoch 1806 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 2778.33 ms [2021-10-22 22:08:45 main:574] : INFO : Epoch 1807 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 2891.09 ms [2021-10-22 22:08:48 main:574] : INFO : Epoch 1808 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 2913.13 ms [2021-10-22 22:08:51 main:574] : INFO : Epoch 1809 | loss: 0.0311778 | val_loss: 0.0311798 | Time: 2730.92 ms [2021-10-22 22:08:53 main:574] : INFO : Epoch 1810 | loss: 0.0311772 | val_loss: 0.031181 | Time: 2746.94 ms [2021-10-22 22:08:56 main:574] : INFO : Epoch 1811 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 2839.38 ms [2021-10-22 22:08:59 main:574] : INFO : Epoch 1812 | loss: 0.0311783 | val_loss: 0.0311857 | Time: 2811.3 ms [2021-10-22 22:09:02 main:574] : INFO : Epoch 1813 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 2705.73 ms [2021-10-22 22:09:05 main:574] : INFO : Epoch 1814 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 3218.84 ms [2021-10-22 22:09:08 main:574] : INFO : Epoch 1815 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 2937.67 ms [2021-10-22 22:09:11 main:574] : INFO : Epoch 1816 | loss: 0.0311773 | val_loss: 0.0311857 | Time: 2597.18 ms [2021-10-22 22:09:13 main:574] : INFO : Epoch 1817 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 2751.07 ms [2021-10-22 22:09:16 main:574] : INFO : Epoch 1818 | loss: 0.0311771 | val_loss: 0.0311829 | Time: 2582.32 ms [2021-10-22 22:09:18 main:574] : INFO : Epoch 1819 | loss: 0.0311788 | val_loss: 0.031177 | Time: 2475.82 ms [2021-10-22 22:09:21 main:574] : INFO : Epoch 1820 | loss: 0.0311818 | val_loss: 0.03119 | Time: 2786.23 ms [2021-10-22 22:09:24 main:574] : INFO : Epoch 1821 | loss: 0.0311779 | val_loss: 0.0311784 | Time: 2807.98 ms [2021-10-22 22:09:27 main:574] : INFO : Epoch 1822 | loss: 0.031174 | val_loss: 0.0311776 | Time: 2763.05 ms [2021-10-22 22:09:30 main:574] : INFO : Epoch 1823 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 2660.78 ms [2021-10-22 22:09:32 main:574] : INFO : Epoch 1824 | loss: 0.0311761 | val_loss: 0.0311783 | Time: 2671.18 ms [2021-10-22 22:09:35 main:574] : INFO : Epoch 1825 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 2799.07 ms [2021-10-22 22:09:38 main:574] : INFO : Epoch 1826 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 3015.55 ms [2021-10-22 22:09:41 main:574] : INFO : Epoch 1827 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 2669.78 ms [2021-10-22 22:09:44 main:574] : INFO : Epoch 1828 | loss: 0.0311767 | val_loss: 0.0311771 | Time: 2753.38 ms [2021-10-22 22:09:46 main:574] : INFO : Epoch 1829 | loss: 0.0311731 | val_loss: 0.0311781 | Time: 2452.14 ms [2021-10-22 22:09:48 main:574] : INFO : Epoch 1830 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 2384.55 ms [2021-10-22 22:09:51 main:574] : INFO : Epoch 1831 | loss: 0.031174 | val_loss: 0.0311805 | Time: 2739.44 ms [2021-10-22 22:09:54 main:574] : INFO : Epoch 1832 | loss: 0.031175 | val_loss: 0.0311772 | Time: 2844.96 ms [2021-10-22 22:09:56 main:574] : INFO : Epoch 1833 | loss: 0.0311736 | val_loss: 0.031179 | Time: 2386.54 ms [2021-10-22 22:09:59 main:574] : INFO : Epoch 1834 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 2383.76 ms [2021-10-22 22:10:01 main:574] : INFO : Epoch 1835 | loss: 0.0311755 | val_loss: 0.0311786 | Time: 2503.6 ms [2021-10-22 22:10:04 main:574] : INFO : Epoch 1836 | loss: 0.0311768 | val_loss: 0.031183 | Time: 2329.57 ms [2021-10-22 22:10:06 main:574] : INFO : Epoch 1837 | loss: 0.0311828 | val_loss: 0.0311826 | Time: 2293.24 ms [2021-10-22 22:10:08 main:574] : INFO : Epoch 1838 | loss: 0.0311781 | val_loss: 0.0311789 | Time: 2427.58 ms [2021-10-22 22:10:11 main:574] : INFO : Epoch 1839 | loss: 0.0311795 | val_loss: 0.03119 | Time: 2275.3 ms [2021-10-22 22:10:13 main:574] : INFO : Epoch 1840 | loss: 0.0311803 | val_loss: 0.0311835 | Time: 2155.17 ms [2021-10-22 22:10:15 main:574] : INFO : Epoch 1841 | loss: 0.0311754 | val_loss: 0.0311802 | Time: 2515 ms [2021-10-22 22:10:18 main:574] : INFO : Epoch 1842 | loss: 0.0311753 | val_loss: 0.0311824 | Time: 2277.88 ms [2021-10-22 22:10:20 main:574] : INFO : Epoch 1843 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 2266 ms [2021-10-22 22:10:22 main:574] : INFO : Epoch 1844 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 2202.48 ms [2021-10-22 22:10:24 main:574] : INFO : Epoch 1845 | loss: 0.0311743 | val_loss: 0.0311781 | Time: 2212.87 ms [2021-10-22 22:10:27 main:574] : INFO : Epoch 1846 | loss: 0.0311752 | val_loss: 0.0311829 | Time: 2469.87 ms [2021-10-22 22:10:29 main:574] : INFO : Epoch 1847 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 2248.11 ms [2021-10-22 22:10:31 main:574] : INFO : Epoch 1848 | loss: 0.0311736 | val_loss: 0.031178 | Time: 2285.64 ms [2021-10-22 22:10:34 main:574] : INFO : Epoch 1849 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 2232.19 ms [2021-10-22 22:10:36 main:574] : INFO : Epoch 1850 | loss: 0.031176 | val_loss: 0.0311807 | Time: 2255.27 ms [2021-10-22 22:10:38 main:574] : INFO : Epoch 1851 | loss: 0.0311765 | val_loss: 0.0311778 | Time: 2220.2 ms [2021-10-22 22:10:40 main:574] : INFO : Epoch 1852 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 2228.73 ms [2021-10-22 22:10:42 main:574] : INFO : Epoch 1853 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 2239.31 ms [2021-10-22 22:10:45 main:574] : INFO : Epoch 1854 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 2220.25 ms [2021-10-22 22:10:47 main:574] : INFO : Epoch 1855 | loss: 0.0311765 | val_loss: 0.0311864 | Time: 2259.01 ms [2021-10-22 22:10:49 main:574] : INFO : Epoch 1856 | loss: 0.0311787 | val_loss: 0.031181 | Time: 2255.69 ms [2021-10-22 22:10:52 main:574] : INFO : Epoch 1857 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 2741.24 ms [2021-10-22 22:10:55 main:574] : INFO : Epoch 1858 | loss: 0.0311764 | val_loss: 0.0311797 | Time: 2881.28 ms [2021-10-22 22:10:58 main:574] : INFO : Epoch 1859 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 2794.48 ms [2021-10-22 22:11:00 main:574] : INFO : Epoch 1860 | loss: 0.031176 | val_loss: 0.0311816 | Time: 2685.05 ms [2021-10-22 22:11:03 main:574] : INFO : Epoch 1861 | loss: 0.0311759 | val_loss: 0.0311827 | Time: 2983.08 ms [2021-10-22 22:11:06 main:574] : INFO : Epoch 1862 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 2963.18 ms [2021-10-22 22:11:09 main:574] : INFO : Epoch 1863 | loss: 0.031176 | val_loss: 0.031179 | Time: 3033.16 ms [2021-10-22 22:11:13 main:574] : INFO : Epoch 1864 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 3359.86 ms [2021-10-22 22:11:16 main:574] : INFO : Epoch 1865 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 3250.07 ms [2021-10-22 22:11:19 main:574] : INFO : Epoch 1866 | loss: 0.0311751 | val_loss: 0.0311808 | Time: 2777.22 ms [2021-10-22 22:11:22 main:574] : INFO : Epoch 1867 | loss: 0.0311748 | val_loss: 0.03118 | Time: 3396.72 ms [2021-10-22 22:11:26 main:574] : INFO : Epoch 1868 | loss: 0.031176 | val_loss: 0.0311819 | Time: 3465.86 ms [2021-10-22 22:11:29 main:574] : INFO : Epoch 1869 | loss: 0.031174 | val_loss: 0.0311822 | Time: 3458.47 ms [2021-10-22 22:11:32 main:574] : INFO : Epoch 1870 | loss: 0.031177 | val_loss: 0.0311806 | Time: 2921.73 ms [2021-10-22 22:11:35 main:574] : INFO : Epoch 1871 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 2886.25 ms [2021-10-22 22:11:38 main:574] : INFO : Epoch 1872 | loss: 0.0311738 | val_loss: 0.03118 | Time: 2966.88 ms [2021-10-22 22:11:41 main:574] : INFO : Epoch 1873 | loss: 0.0311737 | val_loss: 0.0311819 | Time: 2687.03 ms [2021-10-22 22:11:43 main:574] : INFO : Epoch 1874 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 2784.03 ms [2021-10-22 22:11:46 main:574] : INFO : Epoch 1875 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 2641.68 ms [2021-10-22 22:11:49 main:574] : INFO : Epoch 1876 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 2759.64 ms [2021-10-22 22:11:52 main:574] : INFO : Epoch 1877 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 2822.39 ms [2021-10-22 22:11:55 main:574] : INFO : Epoch 1878 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 2900.56 ms [2021-10-22 22:11:58 main:574] : INFO : Epoch 1879 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 3024.81 ms [2021-10-22 22:12:01 main:574] : INFO : Epoch 1880 | loss: 0.0311745 | val_loss: 0.0311807 | Time: 2863.97 ms [2021-10-22 22:12:03 main:574] : INFO : Epoch 1881 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 2926.89 ms [2021-10-22 22:12:06 main:574] : INFO : Epoch 1882 | loss: 0.031174 | val_loss: 0.031177 | Time: 2954.93 ms [2021-10-22 22:12:10 main:574] : INFO : Epoch 1883 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 2989.39 ms [2021-10-22 22:12:13 main:574] : INFO : Epoch 1884 | loss: 0.0311734 | val_loss: 0.0311797 | Time: 2668.59 ms [2021-10-22 22:12:15 main:574] : INFO : Epoch 1885 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 2649.14 ms [2021-10-22 22:12:18 main:574] : INFO : Epoch 1886 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 2723.92 ms [2021-10-22 22:12:21 main:574] : INFO : Epoch 1887 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 2745.76 ms [2021-10-22 22:12:23 main:574] : INFO : Epoch 1888 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 2620.76 ms [2021-10-22 22:12:26 main:574] : INFO : Epoch 1889 | loss: 0.0311734 | val_loss: 0.031179 | Time: 2853.32 ms [2021-10-22 22:12:29 main:574] : INFO : Epoch 1890 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 3058.3 ms [2021-10-22 22:12:32 main:574] : INFO : Epoch 1891 | loss: 0.0311738 | val_loss: 0.031178 | Time: 2741.03 ms [2021-10-22 22:12:35 main:574] : INFO : Epoch 1892 | loss: 0.0311751 | val_loss: 0.0311758 | Time: 2660.48 ms [2021-10-22 22:12:38 main:574] : INFO : Epoch 1893 | loss: 0.0311758 | val_loss: 0.0311768 | Time: 2900.54 ms [2021-10-22 22:12:40 main:574] : INFO : Epoch 1894 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 2784.85 ms [2021-10-22 22:12:43 main:574] : INFO : Epoch 1895 | loss: 0.0311719 | val_loss: 0.0311782 | Time: 2608.1 ms [2021-10-22 22:12:46 main:574] : INFO : Epoch 1896 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 2717.29 ms [2021-10-22 22:12:48 main:574] : INFO : Epoch 1897 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 2735.54 ms [2021-10-22 22:12:51 main:574] : INFO : Epoch 1898 | loss: 0.0311754 | val_loss: 0.031182 | Time: 2742.5 ms [2021-10-22 22:12:54 main:574] : INFO : Epoch 1899 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 2861.25 ms [2021-10-22 22:12:57 main:574] : INFO : Epoch 1900 | loss: 0.031175 | val_loss: 0.0311845 | Time: 2790.95 ms [2021-10-22 22:13:00 main:574] : INFO : Epoch 1901 | loss: 0.0311761 | val_loss: 0.0311845 | Time: 2808.78 ms [2021-10-22 22:13:03 main:574] : INFO : Epoch 1902 | loss: 0.0311769 | val_loss: 0.0311791 | Time: 2860.4 ms [2021-10-22 22:13:06 main:574] : INFO : Epoch 1903 | loss: 0.0311767 | val_loss: 0.031179 | Time: 2927.04 ms [2021-10-22 22:13:08 main:574] : INFO : Epoch 1904 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 2515.46 ms [2021-10-22 22:13:11 main:574] : INFO : Epoch 1905 | loss: 0.0311757 | val_loss: 0.0311773 | Time: 2605.71 ms [2021-10-22 22:13:14 main:574] : INFO : Epoch 1906 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 2865.06 ms [2021-10-22 22:13:16 main:574] : INFO : Epoch 1907 | loss: 0.0311725 | val_loss: 0.0311795 | Time: 2720.33 ms [2021-10-22 22:13:19 main:574] : INFO : Epoch 1908 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 2766.2 ms [2021-10-22 22:13:22 main:574] : INFO : Epoch 1909 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 2870.53 ms [2021-10-22 22:13:25 main:574] : INFO : Epoch 1910 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 2933.4 ms [2021-10-22 22:13:28 main:574] : INFO : Epoch 1911 | loss: 0.031176 | val_loss: 0.0311808 | Time: 2949.28 ms [2021-10-22 22:13:31 main:574] : INFO : Epoch 1912 | loss: 0.0311743 | val_loss: 0.0311776 | Time: 3012.08 ms [2021-10-22 22:13:34 main:574] : INFO : Epoch 1913 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 2979.22 ms [2021-10-22 22:13:37 main:574] : INFO : Epoch 1914 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 3296.92 ms [2021-10-22 22:13:40 main:574] : INFO : Epoch 1915 | loss: 0.031174 | val_loss: 0.031179 | Time: 3202.59 ms [2021-10-22 22:13:43 main:574] : INFO : Epoch 1916 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 3002.62 ms [2021-10-22 22:13:46 main:574] : INFO : Epoch 1917 | loss: 0.0311742 | val_loss: 0.031178 | Time: 2862.13 ms [2021-10-22 22:13:49 main:574] : INFO : Epoch 1918 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 2955.51 ms [2021-10-22 22:13:52 main:574] : INFO : Epoch 1919 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 3164.53 ms [2021-10-22 22:13:55 main:574] : INFO : Epoch 1920 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 2938.62 ms [2021-10-22 22:13:58 main:574] : INFO : Epoch 1921 | loss: 0.0311785 | val_loss: 0.0311872 | Time: 3119.32 ms [2021-10-22 22:14:01 main:574] : INFO : Epoch 1922 | loss: 0.0311794 | val_loss: 0.0311861 | Time: 2916.69 ms [2021-10-22 22:14:04 main:574] : INFO : Epoch 1923 | loss: 0.0311783 | val_loss: 0.0311814 | Time: 2821.93 ms [2021-10-22 22:14:07 main:574] : INFO : Epoch 1924 | loss: 0.0311755 | val_loss: 0.0311837 | Time: 2744.98 ms [2021-10-22 22:14:10 main:574] : INFO : Epoch 1925 | loss: 0.0311761 | val_loss: 0.031182 | Time: 2763.04 ms [2021-10-22 22:14:13 main:574] : INFO : Epoch 1926 | loss: 0.0311762 | val_loss: 0.0311828 | Time: 2889.95 ms [2021-10-22 22:14:15 main:574] : INFO : Epoch 1927 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 2738.66 ms [2021-10-22 22:14:18 main:574] : INFO : Epoch 1928 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 2857 ms [2021-10-22 22:14:21 main:574] : INFO : Epoch 1929 | loss: 0.0311763 | val_loss: 0.0311843 | Time: 2913.94 ms [2021-10-22 22:14:24 main:574] : INFO : Epoch 1930 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 2897.17 ms [2021-10-22 22:14:27 main:574] : INFO : Epoch 1931 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 2912.31 ms [2021-10-22 22:14:30 main:574] : INFO : Epoch 1932 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 2843.89 ms [2021-10-22 22:14:32 main:574] : INFO : Epoch 1933 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 2663.9 ms [2021-10-22 22:14:35 main:574] : INFO : Epoch 1934 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 2931.62 ms [2021-10-22 22:14:39 main:574] : INFO : Epoch 1935 | loss: 0.0311746 | val_loss: 0.0311777 | Time: 3749.37 ms [2021-10-22 22:14:42 main:574] : INFO : Epoch 1936 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 3106.31 ms [2021-10-22 22:14:45 main:574] : INFO : Epoch 1937 | loss: 0.031172 | val_loss: 0.0311759 | Time: 2903.23 ms [2021-10-22 22:14:48 main:574] : INFO : Epoch 1938 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 2963.97 ms [2021-10-22 22:14:51 main:574] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 2989.89 ms [2021-10-22 22:14:54 main:574] : INFO : Epoch 1940 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 2954.42 ms [2021-10-22 22:14:58 main:574] : INFO : Epoch 1941 | loss: 0.0311737 | val_loss: 0.0311796 | Time: 3522.68 ms [2021-10-22 22:15:01 main:574] : INFO : Epoch 1942 | loss: 0.031173 | val_loss: 0.0311768 | Time: 2992.28 ms [2021-10-22 22:15:04 main:574] : INFO : Epoch 1943 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 3016.99 ms [2021-10-22 22:15:07 main:574] : INFO : Epoch 1944 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 3208.71 ms [2021-10-22 22:15:10 main:574] : INFO : Epoch 1945 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 3048.37 ms [2021-10-22 22:15:13 main:574] : INFO : Epoch 1946 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 3123.99 ms [2021-10-22 22:15:16 main:574] : INFO : Epoch 1947 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 3057.9 ms [2021-10-22 22:15:20 main:574] : INFO : Epoch 1948 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 3393.27 ms [2021-10-22 22:15:23 main:574] : INFO : Epoch 1949 | loss: 0.0311751 | val_loss: 0.031176 | Time: 2970.31 ms [2021-10-22 22:15:25 main:574] : INFO : Epoch 1950 | loss: 0.031174 | val_loss: 0.0311812 | Time: 2813.73 ms [2021-10-22 22:15:28 main:574] : INFO : Epoch 1951 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 2649.62 ms [2021-10-22 22:15:31 main:574] : INFO : Epoch 1952 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 2617.69 ms [2021-10-22 22:15:33 main:574] : INFO : Epoch 1953 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 2700.26 ms [2021-10-22 22:15:36 main:574] : INFO : Epoch 1954 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 2826.26 ms [2021-10-22 22:15:39 main:574] : INFO : Epoch 1955 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 2958.86 ms [2021-10-22 22:15:42 main:574] : INFO : Epoch 1956 | loss: 0.0311708 | val_loss: 0.031176 | Time: 2939.76 ms [2021-10-22 22:15:45 main:574] : INFO : Epoch 1957 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 3095.14 ms [2021-10-22 22:15:48 main:574] : INFO : Epoch 1958 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 3182.88 ms [2021-10-22 22:15:51 main:574] : INFO : Epoch 1959 | loss: 0.0311733 | val_loss: 0.0311782 | Time: 2847.63 ms [2021-10-22 22:15:54 main:574] : INFO : Epoch 1960 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 2811.09 ms [2021-10-22 22:15:57 main:574] : INFO : Epoch 1961 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 2723.97 ms [2021-10-22 22:16:00 main:574] : INFO : Epoch 1962 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 2701.87 ms [2021-10-22 22:16:02 main:574] : INFO : Epoch 1963 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 2786.65 ms [2021-10-22 22:16:05 main:574] : INFO : Epoch 1964 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 3048.11 ms [2021-10-22 22:16:08 main:574] : INFO : Epoch 1965 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 2990.88 ms [2021-10-22 22:16:11 main:574] : INFO : Epoch 1966 | loss: 0.0311717 | val_loss: 0.0311797 | Time: 2877.62 ms [2021-10-22 22:16:15 main:574] : INFO : Epoch 1967 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 3407.26 ms [2021-10-22 22:16:18 main:574] : INFO : Epoch 1968 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 2989.5 ms [2021-10-22 22:16:21 main:574] : INFO : Epoch 1969 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 2950.49 ms [2021-10-22 22:16:24 main:574] : INFO : Epoch 1970 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 2846.1 ms [2021-10-22 22:16:26 main:574] : INFO : Epoch 1971 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 2775.8 ms [2021-10-22 22:16:29 main:574] : INFO : Epoch 1972 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 2790.21 ms [2021-10-22 22:16:32 main:574] : INFO : Epoch 1973 | loss: 0.0311716 | val_loss: 0.0311763 | Time: 2918.43 ms [2021-10-22 22:16:35 main:574] : INFO : Epoch 1974 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 3037.31 ms [2021-10-22 22:16:38 main:574] : INFO : Epoch 1975 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 3219.87 ms [2021-10-22 22:16:41 main:574] : INFO : Epoch 1976 | loss: 0.0311712 | val_loss: 0.0311766 | Time: 2769.29 ms [2021-10-22 22:16:44 main:574] : INFO : Epoch 1977 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 2956.57 ms [2021-10-22 22:16:47 main:574] : INFO : Epoch 1978 | loss: 0.0311735 | val_loss: 0.0311828 | Time: 2720.98 ms [2021-10-22 22:16:50 main:574] : INFO : Epoch 1979 | loss: 0.0311775 | val_loss: 0.0311891 | Time: 2728.86 ms [2021-10-22 22:16:53 main:574] : INFO : Epoch 1980 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 3034.77 ms [2021-10-22 22:16:55 main:574] : INFO : Epoch 1981 | loss: 0.0311727 | val_loss: 0.03118 | Time: 2627.27 ms [2021-10-22 22:16:58 main:574] : INFO : Epoch 1982 | loss: 0.0311739 | val_loss: 0.0311771 | Time: 2664.1 ms [2021-10-22 22:17:01 main:574] : INFO : Epoch 1983 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 3071.28 ms [2021-10-22 22:17:04 main:574] : INFO : Epoch 1984 | loss: 0.03117 | val_loss: 0.0311745 | Time: 2890.68 ms [2021-10-22 22:17:06 main:574] : INFO : Epoch 1985 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 2602.14 ms [2021-10-22 22:17:09 main:574] : INFO : Epoch 1986 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 2528.31 ms [2021-10-22 22:17:12 main:574] : INFO : Epoch 1987 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 2765.01 ms [2021-10-22 22:17:15 main:574] : INFO : Epoch 1988 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 3065.18 ms [2021-10-22 22:17:18 main:574] : INFO : Epoch 1989 | loss: 0.0311702 | val_loss: 0.0311788 | Time: 2771.41 ms [2021-10-22 22:17:20 main:574] : INFO : Epoch 1990 | loss: 0.031169 | val_loss: 0.0311752 | Time: 2758.01 ms [2021-10-22 22:17:23 main:574] : INFO : Epoch 1991 | loss: 0.0311693 | val_loss: 0.0311755 | Time: 2621.55 ms [2021-10-22 22:17:26 main:574] : INFO : Epoch 1992 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 2558.34 ms [2021-10-22 22:17:28 main:574] : INFO : Epoch 1993 | loss: 0.0311688 | val_loss: 0.0311743 | Time: 2631.02 ms [2021-10-22 22:17:31 main:574] : INFO : Epoch 1994 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 3033.99 ms [2021-10-22 22:17:34 main:574] : INFO : Epoch 1995 | loss: 0.0311686 | val_loss: 0.0311769 | Time: 3030.01 ms [2021-10-22 22:17:37 main:574] : INFO : Epoch 1996 | loss: 0.0311694 | val_loss: 0.0311754 | Time: 2472.81 ms [2021-10-22 22:17:41 main:574] : INFO : Epoch 1997 | loss: 0.0311723 | val_loss: 0.0311824 | Time: 2945.57 ms [2021-10-22 22:17:44 main:574] : INFO : Epoch 1998 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 2978.94 ms [2021-10-22 22:17:46 main:574] : INFO : Epoch 1999 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 2786.1 ms [2021-10-22 22:17:49 main:574] : INFO : Epoch 2000 | loss: 0.0311684 | val_loss: 0.0311777 | Time: 2675.49 ms [2021-10-22 22:17:52 main:574] : INFO : Epoch 2001 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 3017.48 ms [2021-10-22 22:17:55 main:574] : INFO : Epoch 2002 | loss: 0.0311724 | val_loss: 0.0311905 | Time: 2789.41 ms [2021-10-22 22:17:57 main:574] : INFO : Epoch 2003 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 2635.32 ms [2021-10-22 22:18:00 main:574] : INFO : Epoch 2004 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 2608.26 ms [2021-10-22 22:18:03 main:574] : INFO : Epoch 2005 | loss: 0.031167 | val_loss: 0.0311766 | Time: 2768.23 ms [2021-10-22 22:18:06 main:574] : INFO : Epoch 2006 | loss: 0.031167 | val_loss: 0.0311776 | Time: 2975.03 ms [2021-10-22 22:18:09 main:574] : INFO : Epoch 2007 | loss: 0.031167 | val_loss: 0.0311748 | Time: 2780.07 ms [2021-10-22 22:18:11 main:574] : INFO : Epoch 2008 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 2777.36 ms [2021-10-22 22:18:14 main:574] : INFO : Epoch 2009 | loss: 0.0311668 | val_loss: 0.0311754 | Time: 2606.25 ms [2021-10-22 22:18:17 main:574] : INFO : Epoch 2010 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 2504.49 ms [2021-10-22 22:18:19 main:574] : INFO : Epoch 2011 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 2533.78 ms [2021-10-22 22:18:22 main:574] : INFO : Epoch 2012 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 2494.92 ms [2021-10-22 22:18:24 main:574] : INFO : Epoch 2013 | loss: 0.0311662 | val_loss: 0.0311762 | Time: 2682.4 ms [2021-10-22 22:18:27 main:574] : INFO : Epoch 2014 | loss: 0.0311696 | val_loss: 0.0311925 | Time: 2568.72 ms [2021-10-22 22:18:29 main:574] : INFO : Epoch 2015 | loss: 0.03117 | val_loss: 0.0311819 | Time: 2601.84 ms [2021-10-22 22:18:32 main:574] : INFO : Epoch 2016 | loss: 0.0311693 | val_loss: 0.0311831 | Time: 2584.41 ms [2021-10-22 22:18:35 main:574] : INFO : Epoch 2017 | loss: 0.0311703 | val_loss: 0.0311792 | Time: 2693.59 ms [2021-10-22 22:18:37 main:574] : INFO : Epoch 2018 | loss: 0.0311679 | val_loss: 0.0311803 | Time: 2708.06 ms [2021-10-22 22:18:40 main:574] : INFO : Epoch 2019 | loss: 0.0311694 | val_loss: 0.031181 | Time: 2617.74 ms [2021-10-22 22:18:43 main:574] : INFO : Epoch 2020 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 2558.58 ms [2021-10-22 22:18:45 main:574] : INFO : Epoch 2021 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 2546.23 ms [2021-10-22 22:18:48 main:574] : INFO : Epoch 2022 | loss: 0.0311676 | val_loss: 0.031175 | Time: 2450.21 ms [2021-10-22 22:18:50 main:574] : INFO : Epoch 2023 | loss: 0.0311671 | val_loss: 0.0311752 | Time: 2565.56 ms [2021-10-22 22:18:53 main:574] : INFO : Epoch 2024 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 2617.35 ms [2021-10-22 22:18:56 main:574] : INFO : Epoch 2025 | loss: 0.0311668 | val_loss: 0.0311791 | Time: 2652.83 ms [2021-10-22 22:18:58 main:574] : INFO : Epoch 2026 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 2589.57 ms [2021-10-22 22:19:01 main:574] : INFO : Epoch 2027 | loss: 0.0311658 | val_loss: 0.0311801 | Time: 2668.22 ms [2021-10-22 22:19:03 main:574] : INFO : Epoch 2028 | loss: 0.031167 | val_loss: 0.0311777 | Time: 2625.96 ms [2021-10-22 22:19:06 main:574] : INFO : Epoch 2029 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 2582.24 ms [2021-10-22 22:19:09 main:574] : INFO : Epoch 2030 | loss: 0.0311691 | val_loss: 0.0311775 | Time: 2581.17 ms [2021-10-22 22:19:11 main:574] : INFO : Epoch 2031 | loss: 0.0311699 | val_loss: 0.031177 | Time: 2486.81 ms [2021-10-22 22:19:14 main:574] : INFO : Epoch 2032 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 2490.07 ms [2021-10-22 22:19:16 main:574] : INFO : Epoch 2033 | loss: 0.0311701 | val_loss: 0.031179 | Time: 2523.66 ms [2021-10-22 22:19:19 main:574] : INFO : Epoch 2034 | loss: 0.0311719 | val_loss: 0.03118 | Time: 2643.87 ms [2021-10-22 22:19:21 main:574] : INFO : Epoch 2035 | loss: 0.0311696 | val_loss: 0.0311823 | Time: 2624.53 ms [2021-10-22 22:19:24 main:574] : INFO : Epoch 2036 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 2616.26 ms [2021-10-22 22:19:27 main:574] : INFO : Epoch 2037 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 2562.9 ms [2021-10-22 22:19:29 main:574] : INFO : Epoch 2038 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 2671.77 ms [2021-10-22 22:19:32 main:574] : INFO : Epoch 2039 | loss: 0.03117 | val_loss: 0.0311743 | Time: 2604.17 ms [2021-10-22 22:19:35 main:574] : INFO : Epoch 2040 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 2608.87 ms [2021-10-22 22:19:37 main:574] : INFO : Epoch 2041 | loss: 0.0311687 | val_loss: 0.0311761 | Time: 2564.05 ms [2021-10-22 22:19:40 main:574] : INFO : Epoch 2042 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 2713.73 ms [2021-10-22 22:19:42 main:574] : INFO : Epoch 2043 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 2525.13 ms [2021-10-22 22:19:45 main:574] : INFO : Epoch 2044 | loss: 0.0311675 | val_loss: 0.0311797 | Time: 2587.56 ms [2021-10-22 22:19:48 main:574] : INFO : Epoch 2045 | loss: 0.0311705 | val_loss: 0.0311794 | Time: 2578.96 ms [2021-10-22 22:19:50 main:574] : INFO : Epoch 2046 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 2608.25 ms [2021-10-22 22:19:53 main:574] : INFO : Epoch 2047 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 2610.51 ms [2021-10-22 22:19:55 main:574] : INFO : Epoch 2048 | loss: 0.0311697 | val_loss: 0.0311817 | Time: 2624.75 ms [2021-10-22 22:19:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311817 [2021-10-22 22:19:55 main:603] : INFO : Saving end state to config to file [2021-10-22 22:19:55 main:608] : INFO : Success, exiting.. 22:19:55 (10480): 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)