Task 14546078
| Name | ParityModified-1647039934-13822-1-0_5 |
| Workunit | 10147637 |
| Created | 7 Apr 2022, 23:07:00 UTC |
| Sent | 7 Apr 2022, 23:48:17 UTC |
| Report deadline | 15 Apr 2022, 23:48:17 UTC |
| Received | 16 Apr 2022, 1:45:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3763 |
| Run time | 1 hours 41 min 3 sec |
| CPU time | 1 hours 39 min 32 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,168.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 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: 0.0311487 | val_loss: 0.0311675 | Time: 3036.16 ms
[2022-04-16 11:18:48 main:574] : INFO : Epoch 1543 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 3060.05 ms
[2022-04-16 11:18:51 main:574] : INFO : Epoch 1544 | loss: 0.0311468 | val_loss: 0.0311696 | Time: 3053.42 ms
[2022-04-16 11:18:54 main:574] : INFO : Epoch 1545 | loss: 0.0311454 | val_loss: 0.031167 | Time: 3071.79 ms
[2022-04-16 11:18:57 main:574] : INFO : Epoch 1546 | loss: 0.0311436 | val_loss: 0.0311677 | Time: 3049.87 ms
[2022-04-16 11:19:00 main:574] : INFO : Epoch 1547 | loss: 0.0311441 | val_loss: 0.0311693 | Time: 3008.81 ms
[2022-04-16 11:19:03 main:574] : INFO : Epoch 1548 | loss: 0.0311455 | val_loss: 0.0311689 | Time: 3050.03 ms
[2022-04-16 11:19:06 main:574] : INFO : Epoch 1549 | loss: 0.031149 | val_loss: 0.031172 | Time: 3044.77 ms
[2022-04-16 11:19:09 main:574] : INFO : Epoch 1550 | loss: 0.0311473 | val_loss: 0.0311657 | Time: 3040.78 ms
[2022-04-16 11:19:13 main:574] : INFO : Epoch 1551 | loss: 0.0311457 | val_loss: 0.031168 | Time: 3050.5 ms
[2022-04-16 11:19:16 main:574] : INFO : Epoch 1552 | loss: 0.0311474 | val_loss: 0.031164 | Time: 3047.53 ms
[2022-04-16 11:19:19 main:574] : INFO : Epoch 1553 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 3062.44 ms
[2022-04-16 11:19:22 main:574] : INFO : Epoch 1554 | loss: 0.0311448 | val_loss: 0.031166 | Time: 3059.76 ms
[2022-04-16 11:19:25 main:574] : INFO : Epoch 1555 | loss: 0.0311456 | val_loss: 0.0311683 | Time: 3047.49 ms
[2022-04-16 11:19:28 main:574] : INFO : Epoch 1556 | loss: 0.0311464 | val_loss: 0.0311679 | Time: 3056.31 ms
[2022-04-16 11:19:31 main:574] : INFO : Epoch 1557 | loss: 0.0311448 | val_loss: 0.0311684 | Time: 3033.72 ms
[2022-04-16 11:19:34 main:574] : INFO : Epoch 1558 | loss: 0.0311435 | val_loss: 0.0311703 | Time: 3075.62 ms
[2022-04-16 11:19:37 main:574] : INFO : Epoch 1559 | loss: 0.0311416 | val_loss: 0.0311731 | Time: 3068.01 ms
[2022-04-16 11:19:40 main:574] : INFO : Epoch 1560 | loss: 0.0311431 | val_loss: 0.0311709 | Time: 3038.64 ms
[2022-04-16 11:19:43 main:574] : INFO : Epoch 1561 | loss: 0.0311441 | val_loss: 0.0311702 | Time: 3067 ms
[2022-04-16 11:19:46 main:574] : INFO : Epoch 1562 | loss: 0.031145 | val_loss: 0.0311798 | Time: 3057.31 ms
[2022-04-16 11:19:49 main:574] : INFO : Epoch 1563 | loss: 0.0311445 | val_loss: 0.0311716 | Time: 3033.28 ms
[2022-04-16 11:19:52 main:574] : INFO : Epoch 1564 | loss: 0.0311476 | val_loss: 0.0311796 | Time: 3021.08 ms
[2022-04-16 11:19:55 main:574] : INFO : Epoch 1565 | loss: 0.031148 | val_loss: 0.031171 | Time: 3040.91 ms
[2022-04-16 11:19:58 main:574] : INFO : Epoch 1566 | loss: 0.0311446 | val_loss: 0.0311685 | Time: 3043.77 ms
[2022-04-16 11:20:02 main:574] : INFO : Epoch 1567 | loss: 0.0311428 | val_loss: 0.0311741 | Time: 3134.35 ms
[2022-04-16 11:20:05 main:574] : INFO : Epoch 1568 | loss: 0.0311432 | val_loss: 0.0311722 | Time: 3054.39 ms
[2022-04-16 11:20:08 main:574] : INFO : Epoch 1569 | loss: 0.0311443 | val_loss: 0.0311706 | Time: 3031.04 ms
[2022-04-16 11:20:11 main:574] : INFO : Epoch 1570 | loss: 0.0311442 | val_loss: 0.0311713 | Time: 3044.23 ms
[2022-04-16 11:20:14 main:574] : INFO : Epoch 1571 | loss: 0.0311462 | val_loss: 0.0311698 | Time: 3034.8 ms
[2022-04-16 11:20:17 main:574] : INFO : Epoch 1572 | loss: 0.0311429 | val_loss: 0.031169 | Time: 3032.05 ms
[2022-04-16 11:20:20 main:574] : INFO : Epoch 1573 | loss: 0.0311436 | val_loss: 0.0311708 | Time: 3042.72 ms
[2022-04-16 11:20:23 main:574] : INFO : Epoch 1574 | loss: 0.0311442 | val_loss: 0.031171 | Time: 3067.51 ms
[2022-04-16 11:20:26 main:574] : INFO : Epoch 1575 | loss: 0.0311423 | val_loss: 0.0311724 | Time: 3072.31 ms
[2022-04-16 11:20:29 main:574] : INFO : Epoch 1576 | loss: 0.031144 | val_loss: 0.0311726 | Time: 3038.48 ms
[2022-04-16 11:20:32 main:574] : INFO : Epoch 1577 | loss: 0.0311412 | val_loss: 0.0311719 | Time: 3050.03 ms
[2022-04-16 11:20:35 main:574] : INFO : Epoch 1578 | loss: 0.0311418 | val_loss: 0.0311693 | Time: 3057.09 ms
[2022-04-16 11:20:38 main:574] : INFO : Epoch 1579 | loss: 0.0311395 | val_loss: 0.0311699 | Time: 3041.92 ms
[2022-04-16 11:20:42 main:574] : INFO : Epoch 1580 | loss: 0.0311386 | val_loss: 0.0311757 | Time: 3083.55 ms
[2022-04-16 11:20:45 main:574] : INFO : Epoch 1581 | loss: 0.0311477 | val_loss: 0.0311693 | Time: 3042.64 ms
[2022-04-16 11:20:48 main:574] : INFO : Epoch 1582 | loss: 0.0311526 | val_loss: 0.0311743 | Time: 3085.15 ms
[2022-04-16 11:20:51 main:574] : INFO : Epoch 1583 | loss: 0.0311533 | val_loss: 0.0311752 | Time: 3043.49 ms
[2022-04-16 11:20:54 main:574] : INFO : Epoch 1584 | loss: 0.0311547 | val_loss: 0.0311695 | Time: 3055.12 ms
[2022-04-16 11:20:57 main:574] : INFO : Epoch 1585 | loss: 0.031151 | val_loss: 0.0311669 | Time: 3019.71 ms
[2022-04-16 11:21:00 main:574] : INFO : Epoch 1586 | loss: 0.0311471 | val_loss: 0.0311714 | Time: 3050.35 ms
[2022-04-16 11:21:03 main:574] : INFO : Epoch 1587 | loss: 0.0311467 | val_loss: 0.031172 | Time: 3052.58 ms
[2022-04-16 11:21:06 main:574] : INFO : Epoch 1588 | loss: 0.0311451 | val_loss: 0.0311718 | Time: 3049.73 ms
[2022-04-16 11:21:09 main:574] : INFO : Epoch 1589 | loss: 0.0311436 | val_loss: 0.0311692 | Time: 3043.35 ms
[2022-04-16 11:21:12 main:574] : INFO : Epoch 1590 | loss: 0.0311463 | val_loss: 0.0311743 | Time: 3041.57 ms
[2022-04-16 11:21:15 main:574] : INFO : Epoch 1591 | loss: 0.0311498 | val_loss: 0.0311687 | Time: 3045.47 ms
[2022-04-16 11:21:18 main:574] : INFO : Epoch 1592 | loss: 0.0311477 | val_loss: 0.0311724 | Time: 3062.74 ms
[2022-04-16 11:21:21 main:574] : INFO : Epoch 1593 | loss: 0.0311445 | val_loss: 0.0311711 | Time: 3058.55 ms
[2022-04-16 11:21:24 main:574] : INFO : Epoch 1594 | loss: 0.031146 | val_loss: 0.0311727 | Time: 3052.6 ms
[2022-04-16 11:21:27 main:574] : INFO : Epoch 1595 | loss: 0.0311484 | val_loss: 0.0311684 | Time: 3039.43 ms
[2022-04-16 11:21:30 main:574] : INFO : Epoch 1596 | loss: 0.0311483 | val_loss: 0.0311751 | Time: 3046.12 ms
[2022-04-16 11:21:34 main:574] : INFO : Epoch 1597 | loss: 0.0311458 | val_loss: 0.0311713 | Time: 3054.04 ms
[2022-04-16 11:21:37 main:574] : INFO : Epoch 1598 | loss: 0.0311446 | val_loss: 0.0311717 | Time: 3054.68 ms
[2022-04-16 11:21:40 main:574] : INFO : Epoch 1599 | loss: 0.0311457 | val_loss: 0.0311702 | Time: 3049.81 ms
[2022-04-16 11:21:43 main:574] : INFO : Epoch 1600 | loss: 0.0311554 | val_loss: 0.0311724 | Time: 3029.4 ms
[2022-04-16 11:21:46 main:574] : INFO : Epoch 1601 | loss: 0.0311541 | val_loss: 0.0311696 | Time: 3032.91 ms
[2022-04-16 11:21:49 main:574] : INFO : Epoch 1602 | loss: 0.0311531 | val_loss: 0.0311707 | Time: 3057.41 ms
[2022-04-16 11:21:52 main:574] : INFO : Epoch 1603 | loss: 0.0311496 | val_loss: 0.0311706 | Time: 3055.15 ms
[2022-04-16 11:21:55 main:574] : INFO : Epoch 1604 | loss: 0.0311487 | val_loss: 0.0311708 | Time: 3027.54 ms
[2022-04-16 11:21:58 main:574] : INFO : Epoch 1605 | loss: 0.0311486 | val_loss: 0.0311728 | Time: 3044.87 ms
[2022-04-16 11:22:01 main:574] : INFO : Epoch 1606 | loss: 0.0311518 | val_loss: 0.0311677 | Time: 3059.01 ms
[2022-04-16 11:22:04 main:574] : INFO : Epoch 1607 | loss: 0.0311475 | val_loss: 0.0311689 | Time: 3050.47 ms
[2022-04-16 11:22:07 main:574] : INFO : Epoch 1608 | loss: 0.0311459 | val_loss: 0.0311683 | Time: 3051.83 ms
[2022-04-16 11:22:10 main:574] : INFO : Epoch 1609 | loss: 0.0311451 | val_loss: 0.031171 | Time: 3056.72 ms
[2022-04-16 11:22:13 main:574] : INFO : Epoch 1610 | loss: 0.031144 | val_loss: 0.0311686 | Time: 3060.74 ms
[2022-04-16 11:22:16 main:574] : INFO : Epoch 1611 | loss: 0.0311469 | val_loss: 0.031173 | Time: 3034.9 ms
[2022-04-16 11:22:19 main:574] : INFO : Epoch 1612 | loss: 0.0311467 | val_loss: 0.0311667 | Time: 3024.78 ms
[2022-04-16 11:22:22 main:574] : INFO : Epoch 1613 | loss: 0.0311437 | val_loss: 0.0311698 | Time: 3047.79 ms
[2022-04-16 11:22:26 main:574] : INFO : Epoch 1614 | loss: 0.0311442 | val_loss: 0.0311694 | Time: 3035.2 ms
[2022-04-16 11:22:29 main:574] : INFO : Epoch 1615 | loss: 0.0311447 | val_loss: 0.0311697 | Time: 3068.13 ms
[2022-04-16 11:22:32 main:574] : INFO : Epoch 1616 | loss: 0.0311444 | val_loss: 0.0311676 | Time: 3046.31 ms
[2022-04-16 11:22:35 main:574] : INFO : Epoch 1617 | loss: 0.0311477 | val_loss: 0.031175 | Time: 3040.18 ms
[2022-04-16 11:22:38 main:574] : INFO : Epoch 1618 | loss: 0.0311512 | val_loss: 0.0311693 | Time: 3067.53 ms
[2022-04-16 11:22:41 main:574] : INFO : Epoch 1619 | loss: 0.0311455 | val_loss: 0.0311696 | Time: 3039.19 ms
[2022-04-16 11:22:44 main:574] : INFO : Epoch 1620 | loss: 0.0311437 | val_loss: 0.0311729 | Time: 3061.56 ms
[2022-04-16 11:22:47 main:574] : INFO : Epoch 1621 | loss: 0.0311517 | val_loss: 0.0311714 | Time: 3038.94 ms
[2022-04-16 11:22:50 main:574] : INFO : Epoch 1622 | loss: 0.0311515 | val_loss: 0.031169 | Time: 3018.21 ms
[2022-04-16 11:22:53 main:574] : INFO : Epoch 1623 | loss: 0.0311503 | val_loss: 0.0311693 | Time: 3051.48 ms
[2022-04-16 11:22:56 main:574] : INFO : Epoch 1624 | loss: 0.031148 | val_loss: 0.0311697 | Time: 3052.71 ms
[2022-04-16 11:22:59 main:574] : INFO : Epoch 1625 | loss: 0.0311474 | val_loss: 0.0311742 | Time: 3031.97 ms
[2022-04-16 11:23:02 main:574] : INFO : Epoch 1626 | loss: 0.0311495 | val_loss: 0.0311705 | Time: 3056.32 ms
[2022-04-16 11:23:05 main:574] : INFO : Epoch 1627 | loss: 0.0311467 | val_loss: 0.0311707 | Time: 3036.12 ms
[2022-04-16 11:23:08 main:574] : INFO : Epoch 1628 | loss: 0.0311456 | val_loss: 0.0311721 | Time: 3058.3 ms
[2022-04-16 11:23:12 main:574] : INFO : Epoch 1629 | loss: 0.0311436 | val_loss: 0.031171 | Time: 3042.25 ms
[2022-04-16 11:23:15 main:574] : INFO : Epoch 1630 | loss: 0.0311447 | val_loss: 0.0311719 | Time: 3058.75 ms
[2022-04-16 11:23:18 main:574] : INFO : Epoch 1631 | loss: 0.0311452 | val_loss: 0.0311662 | Time: 3030.87 ms
[2022-04-16 11:23:21 main:574] : INFO : Epoch 1632 | loss: 0.0311449 | val_loss: 0.0311669 | Time: 3011.57 ms
[2022-04-16 11:23:24 main:574] : INFO : Epoch 1633 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 3044.52 ms
[2022-04-16 11:23:27 main:574] : INFO : Epoch 1634 | loss: 0.031147 | val_loss: 0.0311682 | Time: 3044.1 ms
[2022-04-16 11:23:30 main:574] : INFO : Epoch 1635 | loss: 0.031148 | val_loss: 0.0311691 | Time: 3040.93 ms
[2022-04-16 11:23:33 main:574] : INFO : Epoch 1636 | loss: 0.031146 | val_loss: 0.031168 | Time: 3067.43 ms
[2022-04-16 11:23:37 main:574] : INFO : Epoch 1637 | loss: 0.0311469 | val_loss: 0.0311691 | Time: 3063.68 ms
[2022-04-16 11:23:40 main:574] : INFO : Epoch 1638 | loss: 0.0311461 | val_loss: 0.0311685 | Time: 3064.58 ms
[2022-04-16 11:23:43 main:574] : INFO : Epoch 1639 | loss: 0.0311454 | val_loss: 0.0311684 | Time: 3049.88 ms
[2022-04-16 11:23:46 main:574] : INFO : Epoch 1640 | loss: 0.031143 | val_loss: 0.0311674 | Time: 3044.76 ms
[2022-04-16 11:23:49 main:574] : INFO : Epoch 1641 | loss: 0.0311431 | val_loss: 0.0311686 | Time: 3045.53 ms
[2022-04-16 11:23:52 main:574] : INFO : Epoch 1642 | loss: 0.0311415 | val_loss: 0.0311717 | Time: 3034.51 ms
[2022-04-16 11:23:55 main:574] : INFO : Epoch 1643 | loss: 0.0311407 | val_loss: 0.0311727 | Time: 3058.76 ms
[2022-04-16 11:23:58 main:574] : INFO : Epoch 1644 | loss: 0.0311413 | val_loss: 0.031171 | Time: 3027.2 ms
[2022-04-16 11:24:01 main:574] : INFO : Epoch 1645 | loss: 0.0311467 | val_loss: 0.0311691 | Time: 3028.68 ms
[2022-04-16 11:24:04 main:574] : INFO : Epoch 1646 | loss: 0.0311459 | val_loss: 0.0311656 | Time: 3048.47 ms
[2022-04-16 11:24:07 main:574] : INFO : Epoch 1647 | loss: 0.0311472 | val_loss: 0.0311673 | Time: 3027.33 ms
[2022-04-16 11:24:10 main:574] : INFO : Epoch 1648 | loss: 0.0311476 | val_loss: 0.0311705 | Time: 3059.13 ms
[2022-04-16 11:24:13 main:574] : INFO : Epoch 1649 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 3041.03 ms
[2022-04-16 11:24:17 main:574] : INFO : Epoch 1650 | loss: 0.0311469 | val_loss: 0.0311676 | Time: 3055.65 ms
[2022-04-16 11:24:20 main:574] : INFO : Epoch 1651 | loss: 0.031146 | val_loss: 0.0311671 | Time: 3050.75 ms
[2022-04-16 11:24:23 main:574] : INFO : Epoch 1652 | loss: 0.0311436 | val_loss: 0.031168 | Time: 3043.1 ms
[2022-04-16 11:24:26 main:574] : INFO : Epoch 1653 | loss: 0.0311437 | val_loss: 0.0311709 | Time: 3045.27 ms
[2022-04-16 11:24:29 main:574] : INFO : Epoch 1654 | loss: 0.0311439 | val_loss: 0.0311644 | Time: 3055.74 ms
[2022-04-16 11:24:32 main:574] : INFO : Epoch 1655 | loss: 0.0311467 | val_loss: 0.031172 | Time: 3071.66 ms
[2022-04-16 11:24:35 main:574] : INFO : Epoch 1656 | loss: 0.031149 | val_loss: 0.0311654 | Time: 3048 ms
[2022-04-16 11:24:38 main:574] : INFO : Epoch 1657 | loss: 0.0311459 | val_loss: 0.0311662 | Time: 3047.01 ms
[2022-04-16 11:24:41 main:574] : INFO : Epoch 1658 | loss: 0.0311454 | val_loss: 0.0311704 | Time: 3042.25 ms
[2022-04-16 11:24:44 main:574] : INFO : Epoch 1659 | loss: 0.0311435 | val_loss: 0.0311675 | Time: 3042.49 ms
[2022-04-16 11:24:47 main:574] : INFO : Epoch 1660 | loss: 0.031142 | val_loss: 0.0311692 | Time: 3052.69 ms
[2022-04-16 11:24:50 main:574] : INFO : Epoch 1661 | loss: 0.0311406 | val_loss: 0.0311676 | Time: 3032.44 ms
[2022-04-16 11:24:53 main:574] : INFO : Epoch 1662 | loss: 0.0311401 | val_loss: 0.0311688 | Time: 3056.7 ms
[2022-04-16 11:24:56 main:574] : INFO : Epoch 1663 | loss: 0.0311397 | val_loss: 0.0311661 | Time: 3054.69 ms
[2022-04-16 11:24:59 main:574] : INFO : Epoch 1664 | loss: 0.0311396 | val_loss: 0.0311684 | Time: 3016.03 ms
[2022-04-16 11:25:02 main:574] : INFO : Epoch 1665 | loss: 0.0311392 | val_loss: 0.0311698 | Time: 3064.71 ms
[2022-04-16 11:25:05 main:574] : INFO : Epoch 1666 | loss: 0.03114 | val_loss: 0.0311681 | Time: 3041.18 ms
[2022-04-16 11:25:09 main:574] : INFO : Epoch 1667 | loss: 0.0311485 | val_loss: 0.0312122 | Time: 3050.06 ms
[2022-04-16 11:25:12 main:574] : INFO : Epoch 1668 | loss: 0.0318204 | val_loss: 0.0314871 | Time: 3057.83 ms
[2022-04-16 11:25:15 main:574] : INFO : Epoch 1669 | loss: 0.0395439 | val_loss: 0.0339603 | Time: 3034.14 ms
[2022-04-16 11:25:18 main:574] : INFO : Epoch 1670 | loss: 0.0328048 | val_loss: 0.0317279 | Time: 3029.23 ms
[2022-04-16 11:25:21 main:574] : INFO : Epoch 1671 | loss: 0.0314412 | val_loss: 0.0313444 | Time: 3041.38 ms
[2022-04-16 11:25:24 main:574] : INFO : Epoch 1672 | loss: 0.0312804 | val_loss: 0.0312656 | Time: 3070.74 ms
[2022-04-16 11:25:27 main:574] : INFO : Epoch 1673 | loss: 0.0312529 | val_loss: 0.0312491 | Time: 3055.12 ms
[2022-04-16 11:25:30 main:574] : INFO : Epoch 1674 | loss: 0.0312456 | val_loss: 0.0312451 | Time: 3072.55 ms
[2022-04-16 11:25:33 main:574] : INFO : Epoch 1675 | loss: 0.0312429 | val_loss: 0.0312417 | Time: 3086.34 ms
[2022-04-16 11:25:36 main:574] : INFO : Epoch 1676 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 3074.17 ms
[2022-04-16 11:25:40 main:574] : INFO : Epoch 1677 | loss: 0.0312353 | val_loss: 0.0312332 | Time: 3160.54 ms
[2022-04-16 11:25:43 main:574] : INFO : Epoch 1678 | loss: 0.0312307 | val_loss: 0.0312272 | Time: 3141.35 ms
[2022-04-16 11:25:46 main:574] : INFO : Epoch 1679 | loss: 0.0312236 | val_loss: 0.0312191 | Time: 3076.8 ms
[2022-04-16 11:25:49 main:574] : INFO : Epoch 1680 | loss: 0.0312168 | val_loss: 0.0312116 | Time: 3046.25 ms
[2022-04-16 11:25:52 main:574] : INFO : Epoch 1681 | loss: 0.0312097 | val_loss: 0.0312054 | Time: 3039.82 ms
[2022-04-16 11:25:55 main:574] : INFO : Epoch 1682 | loss: 0.0312046 | val_loss: 0.0312012 | Time: 3030.41 ms
[2022-04-16 11:25:58 main:574] : INFO : Epoch 1683 | loss: 0.0312011 | val_loss: 0.031197 | Time: 3042.28 ms
[2022-04-16 11:26:01 main:574] : INFO : Epoch 1684 | loss: 0.0311973 | val_loss: 0.0311936 | Time: 3033.11 ms
[2022-04-16 11:26:04 main:574] : INFO : Epoch 1685 | loss: 0.0311937 | val_loss: 0.0311915 | Time: 3036.01 ms
[2022-04-16 11:26:07 main:574] : INFO : Epoch 1686 | loss: 0.0311915 | val_loss: 0.0311893 | Time: 3042.62 ms
[2022-04-16 11:26:10 main:574] : INFO : Epoch 1687 | loss: 0.0311898 | val_loss: 0.031189 | Time: 3049.92 ms
[2022-04-16 11:26:13 main:574] : INFO : Epoch 1688 | loss: 0.0311885 | val_loss: 0.0311865 | Time: 3036.26 ms
[2022-04-16 11:26:16 main:574] : INFO : Epoch 1689 | loss: 0.0311871 | val_loss: 0.0311859 | Time: 3060.28 ms
[2022-04-16 11:26:19 main:574] : INFO : Epoch 1690 | loss: 0.0311847 | val_loss: 0.0311841 | Time: 3042.93 ms
[2022-04-16 11:26:22 main:574] : INFO : Epoch 1691 | loss: 0.0311823 | val_loss: 0.031183 | Time: 3038.99 ms
[2022-04-16 11:26:26 main:574] : INFO : Epoch 1692 | loss: 0.0311797 | val_loss: 0.0311789 | Time: 3038 ms
[2022-04-16 11:26:29 main:574] : INFO : Epoch 1693 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 3048.25 ms
[2022-04-16 11:26:32 main:574] : INFO : Epoch 1694 | loss: 0.0311752 | val_loss: 0.031178 | Time: 3058.27 ms
[2022-04-16 11:26:35 main:574] : INFO : Epoch 1695 | loss: 0.0311742 | val_loss: 0.0311757 | Time: 3047.79 ms
[2022-04-16 11:26:38 main:574] : INFO : Epoch 1696 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 3046.5 ms
[2022-04-16 11:26:41 main:574] : INFO : Epoch 1697 | loss: 0.0311722 | val_loss: 0.0311726 | Time: 3036.42 ms
[2022-04-16 11:26:44 main:574] : INFO : Epoch 1698 | loss: 0.0311703 | val_loss: 0.0311723 | Time: 3059.68 ms
[2022-04-16 11:26:47 main:574] : INFO : Epoch 1699 | loss: 0.0311694 | val_loss: 0.0311703 | Time: 3059.17 ms
[2022-04-16 11:26:50 main:574] : INFO : Epoch 1700 | loss: 0.031169 | val_loss: 0.0311728 | Time: 3027.97 ms
[2022-04-16 11:26:53 main:574] : INFO : Epoch 1701 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 3050.21 ms
[2022-04-16 11:26:56 main:574] : INFO : Epoch 1702 | loss: 0.0311687 | val_loss: 0.0311718 | Time: 3049.23 ms
[2022-04-16 11:26:59 main:574] : INFO : Epoch 1703 | loss: 0.0311679 | val_loss: 0.0311697 | Time: 3025.16 ms
[2022-04-16 11:27:02 main:574] : INFO : Epoch 1704 | loss: 0.0311659 | val_loss: 0.0311677 | Time: 3031.44 ms
[2022-04-16 11:27:05 main:574] : INFO : Epoch 1705 | loss: 0.0311654 | val_loss: 0.0311668 | Time: 3039.38 ms
[2022-04-16 11:27:08 main:574] : INFO : Epoch 1706 | loss: 0.0311648 | val_loss: 0.0311659 | Time: 3054.3 ms
[2022-04-16 11:27:11 main:574] : INFO : Epoch 1707 | loss: 0.0311627 | val_loss: 0.0311668 | Time: 3047.72 ms
[2022-04-16 11:27:14 main:574] : INFO : Epoch 1708 | loss: 0.0311627 | val_loss: 0.031165 | Time: 3048.39 ms
[2022-04-16 11:27:18 main:574] : INFO : Epoch 1709 | loss: 0.0311619 | val_loss: 0.031165 | Time: 3047.16 ms
[2022-04-16 11:27:21 main:574] : INFO : Epoch 1710 | loss: 0.0311611 | val_loss: 0.031166 | Time: 3024.66 ms
[2022-04-16 11:27:24 main:574] : INFO : Epoch 1711 | loss: 0.0311599 | val_loss: 0.031165 | Time: 3049.73 ms
[2022-04-16 11:27:27 main:574] : INFO : Epoch 1712 | loss: 0.0311596 | val_loss: 0.031166 | Time: 3031.76 ms
[2022-04-16 11:27:30 main:574] : INFO : Epoch 1713 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 3047.95 ms
[2022-04-16 11:27:33 main:574] : INFO : Epoch 1714 | loss: 0.0311613 | val_loss: 0.0311662 | Time: 3053.78 ms
[2022-04-16 11:27:36 main:574] : INFO : Epoch 1715 | loss: 0.0311612 | val_loss: 0.0311696 | Time: 3033.18 ms
[2022-04-16 11:27:39 main:574] : INFO : Epoch 1716 | loss: 0.0311633 | val_loss: 0.0311661 | Time: 3036.24 ms
[2022-04-16 11:27:42 main:574] : INFO : Epoch 1717 | loss: 0.0311627 | val_loss: 0.031168 | Time: 3043.91 ms
[2022-04-16 11:27:45 main:574] : INFO : Epoch 1718 | loss: 0.0311613 | val_loss: 0.0311666 | Time: 3050.21 ms
[2022-04-16 11:27:48 main:574] : INFO : Epoch 1719 | loss: 0.0311621 | val_loss: 0.0311678 | Time: 3053.67 ms
[2022-04-16 11:27:51 main:574] : INFO : Epoch 1720 | loss: 0.031162 | val_loss: 0.0311664 | Time: 3048.42 ms
[2022-04-16 11:27:54 main:574] : INFO : Epoch 1721 | loss: 0.031161 | val_loss: 0.0311694 | Time: 3064.63 ms
[2022-04-16 11:27:57 main:574] : INFO : Epoch 1722 | loss: 0.0311603 | val_loss: 0.031164 | Time: 3041.02 ms
[2022-04-16 11:28:00 main:574] : INFO : Epoch 1723 | loss: 0.0311593 | val_loss: 0.0311645 | Time: 3039.71 ms
[2022-04-16 11:28:03 main:574] : INFO : Epoch 1724 | loss: 0.0311585 | val_loss: 0.0311645 | Time: 3020.01 ms
[2022-04-16 11:28:06 main:574] : INFO : Epoch 1725 | loss: 0.0311576 | val_loss: 0.0311635 | Time: 3055.48 ms
[2022-04-16 11:28:09 main:574] : INFO : Epoch 1726 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 3040.24 ms
[2022-04-16 11:28:13 main:574] : INFO : Epoch 1727 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 3083.58 ms
[2022-04-16 11:28:16 main:574] : INFO : Epoch 1728 | loss: 0.0311572 | val_loss: 0.0311635 | Time: 3054.45 ms
[2022-04-16 11:28:19 main:574] : INFO : Epoch 1729 | loss: 0.0311568 | val_loss: 0.0311684 | Time: 3044.62 ms
[2022-04-16 11:28:22 main:574] : INFO : Epoch 1730 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 3055.68 ms
[2022-04-16 11:28:25 main:574] : INFO : Epoch 1731 | loss: 0.0311554 | val_loss: 0.0311633 | Time: 3039.43 ms
[2022-04-16 11:28:28 main:574] : INFO : Epoch 1732 | loss: 0.0311556 | val_loss: 0.0311623 | Time: 3054.09 ms
[2022-04-16 11:28:31 main:574] : INFO : Epoch 1733 | loss: 0.0311554 | val_loss: 0.0311619 | Time: 3038.15 ms
[2022-04-16 11:28:34 main:574] : INFO : Epoch 1734 | loss: 0.0311552 | val_loss: 0.0311615 | Time: 3024.23 ms
[2022-04-16 11:28:37 main:574] : INFO : Epoch 1735 | loss: 0.0311548 | val_loss: 0.0311613 | Time: 3068.68 ms
[2022-04-16 11:28:40 main:574] : INFO : Epoch 1736 | loss: 0.0311537 | val_loss: 0.0311607 | Time: 3054.56 ms
[2022-04-16 11:28:43 main:574] : INFO : Epoch 1737 | loss: 0.0311534 | val_loss: 0.0311625 | Time: 3038.6 ms
[2022-04-16 11:28:46 main:574] : INFO : Epoch 1738 | loss: 0.0311533 | val_loss: 0.0311624 | Time: 3042.89 ms
[2022-04-16 11:28:49 main:574] : INFO : Epoch 1739 | loss: 0.0311525 | val_loss: 0.0311615 | Time: 3039.44 ms
[2022-04-16 11:28:52 main:574] : INFO : Epoch 1740 | loss: 0.031152 | val_loss: 0.0311611 | Time: 3040.91 ms
[2022-04-16 11:28:55 main:574] : INFO : Epoch 1741 | loss: 0.0311521 | val_loss: 0.0311612 | Time: 3078.28 ms
[2022-04-16 11:28:58 main:574] : INFO : Epoch 1742 | loss: 0.0311523 | val_loss: 0.0311602 | Time: 3039.03 ms
[2022-04-16 11:29:02 main:574] : INFO : Epoch 1743 | loss: 0.0311531 | val_loss: 0.0311625 | Time: 3041.97 ms
[2022-04-16 11:29:05 main:574] : INFO : Epoch 1744 | loss: 0.0311555 | val_loss: 0.0311628 | Time: 3041.03 ms
[2022-04-16 11:29:08 main:574] : INFO : Epoch 1745 | loss: 0.0311555 | val_loss: 0.0311614 | Time: 3050.19 ms
[2022-04-16 11:29:11 main:574] : INFO : Epoch 1746 | loss: 0.0311548 | val_loss: 0.0311634 | Time: 3047.97 ms
[2022-04-16 11:29:14 main:574] : INFO : Epoch 1747 | loss: 0.031155 | val_loss: 0.0311605 | Time: 3032.16 ms
[2022-04-16 11:29:17 main:574] : INFO : Epoch 1748 | loss: 0.0311523 | val_loss: 0.0311607 | Time: 3045.46 ms
[2022-04-16 11:29:20 main:574] : INFO : Epoch 1749 | loss: 0.0311523 | val_loss: 0.0311617 | Time: 3039.61 ms
[2022-04-16 11:29:23 main:574] : INFO : Epoch 1750 | loss: 0.0311515 | val_loss: 0.0311607 | Time: 3046.42 ms
[2022-04-16 11:29:26 main:574] : INFO : Epoch 1751 | loss: 0.0311512 | val_loss: 0.031161 | Time: 3064.54 ms
[2022-04-16 11:29:29 main:574] : INFO : Epoch 1752 | loss: 0.0311508 | val_loss: 0.0311606 | Time: 3039.67 ms
[2022-04-16 11:29:32 main:574] : INFO : Epoch 1753 | loss: 0.0311506 | val_loss: 0.0311614 | Time: 3040.7 ms
[2022-04-16 11:29:35 main:574] : INFO : Epoch 1754 | loss: 0.0311506 | val_loss: 0.0311625 | Time: 3053.23 ms
[2022-04-16 11:29:38 main:574] : INFO : Epoch 1755 | loss: 0.0311528 | val_loss: 0.0311634 | Time: 3061.32 ms
[2022-04-16 11:29:41 main:574] : INFO : Epoch 1756 | loss: 0.0311521 | val_loss: 0.0311608 | Time: 3066.74 ms
[2022-04-16 11:29:44 main:574] : INFO : Epoch 1757 | loss: 0.0311523 | val_loss: 0.0311609 | Time: 3048.15 ms
[2022-04-16 11:29:47 main:574] : INFO : Epoch 1758 | loss: 0.0311501 | val_loss: 0.03116 | Time: 3037.04 ms
[2022-04-16 11:29:51 main:574] : INFO : Epoch 1759 | loss: 0.0311497 | val_loss: 0.0311598 | Time: 3071.68 ms
[2022-04-16 11:29:54 main:574] : INFO : Epoch 1760 | loss: 0.03115 | val_loss: 0.0311615 | Time: 3047.05 ms
[2022-04-16 11:29:57 main:574] : INFO : Epoch 1761 | loss: 0.031149 | val_loss: 0.0311614 | Time: 3046.71 ms
[2022-04-16 11:30:00 main:574] : INFO : Epoch 1762 | loss: 0.0311472 | val_loss: 0.0311604 | Time: 3027.1 ms
[2022-04-16 11:30:03 main:574] : INFO : Epoch 1763 | loss: 0.0311477 | val_loss: 0.0311611 | Time: 3068.14 ms
[2022-04-16 11:30:06 main:574] : INFO : Epoch 1764 | loss: 0.0311475 | val_loss: 0.0311599 | Time: 3022.75 ms
[2022-04-16 11:30:09 main:574] : INFO : Epoch 1765 | loss: 0.0311473 | val_loss: 0.0311603 | Time: 3021.16 ms
[2022-04-16 11:30:12 main:574] : INFO : Epoch 1766 | loss: 0.0311464 | val_loss: 0.0311618 | Time: 3043.13 ms
[2022-04-16 11:30:15 main:574] : INFO : Epoch 1767 | loss: 0.0311487 | val_loss: 0.0311625 | Time: 3051.2 ms
[2022-04-16 11:30:18 main:574] : INFO : Epoch 1768 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 3046.51 ms
[2022-04-16 11:30:21 main:574] : INFO : Epoch 1769 | loss: 0.0311628 | val_loss: 0.0311675 | Time: 3053.93 ms
[2022-04-16 11:30:24 main:574] : INFO : Epoch 1770 | loss: 0.0311617 | val_loss: 0.0311658 | Time: 3043.1 ms
[2022-04-16 11:30:27 main:574] : INFO : Epoch 1771 | loss: 0.0311589 | val_loss: 0.0311659 | Time: 3092.66 ms
[2022-04-16 11:30:30 main:574] : INFO : Epoch 1772 | loss: 0.031156 | val_loss: 0.0311644 | Time: 3033.53 ms
[2022-04-16 11:30:33 main:574] : INFO : Epoch 1773 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 3047.71 ms
[2022-04-16 11:30:36 main:574] : INFO : Epoch 1774 | loss: 0.031155 | val_loss: 0.0311644 | Time: 3050.68 ms
[2022-04-16 11:30:40 main:574] : INFO : Epoch 1775 | loss: 0.0311543 | val_loss: 0.0311651 | Time: 3055.87 ms
[2022-04-16 11:30:43 main:574] : INFO : Epoch 1776 | loss: 0.0311565 | val_loss: 0.0311656 | Time: 3039.86 ms
[2022-04-16 11:30:46 main:574] : INFO : Epoch 1777 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 3013.08 ms
[2022-04-16 11:30:49 main:574] : INFO : Epoch 1778 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 3046.15 ms
[2022-04-16 11:30:52 main:574] : INFO : Epoch 1779 | loss: 0.0311549 | val_loss: 0.0311646 | Time: 3045.05 ms
[2022-04-16 11:30:55 main:574] : INFO : Epoch 1780 | loss: 0.0311542 | val_loss: 0.0311644 | Time: 3039.54 ms
[2022-04-16 11:30:58 main:574] : INFO : Epoch 1781 | loss: 0.0311528 | val_loss: 0.0311643 | Time: 3033.27 ms
[2022-04-16 11:31:01 main:574] : INFO : Epoch 1782 | loss: 0.0311531 | val_loss: 0.0311661 | Time: 3027.45 ms
[2022-04-16 11:31:04 main:574] : INFO : Epoch 1783 | loss: 0.0311531 | val_loss: 0.0311646 | Time: 3043.02 ms
[2022-04-16 11:31:07 main:574] : INFO : Epoch 1784 | loss: 0.0311542 | val_loss: 0.0311641 | Time: 3028.15 ms
[2022-04-16 11:31:10 main:574] : INFO : Epoch 1785 | loss: 0.0311547 | val_loss: 0.0311648 | Time: 3058.34 ms
[2022-04-16 11:31:13 main:574] : INFO : Epoch 1786 | loss: 0.0311519 | val_loss: 0.0311617 | Time: 3055.42 ms
[2022-04-16 11:31:16 main:574] : INFO : Epoch 1787 | loss: 0.0311512 | val_loss: 0.03116 | Time: 3025.04 ms
[2022-04-16 11:31:19 main:574] : INFO : Epoch 1788 | loss: 0.0311503 | val_loss: 0.0311604 | Time: 3042.4 ms
[2022-04-16 11:31:22 main:574] : INFO : Epoch 1789 | loss: 0.0311491 | val_loss: 0.0311603 | Time: 3053.86 ms
[2022-04-16 11:31:25 main:574] : INFO : Epoch 1790 | loss: 0.0311484 | val_loss: 0.0311611 | Time: 3025.25 ms
[2022-04-16 11:31:28 main:574] : INFO : Epoch 1791 | loss: 0.0311485 | val_loss: 0.0311618 | Time: 3039.86 ms
[2022-04-16 11:31:31 main:574] : INFO : Epoch 1792 | loss: 0.0311481 | val_loss: 0.0311627 | Time: 3038.51 ms
[2022-04-16 11:31:34 main:574] : INFO : Epoch 1793 | loss: 0.0311488 | val_loss: 0.0311636 | Time: 3039.33 ms
[2022-04-16 11:31:37 main:574] : INFO : Epoch 1794 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 3035.73 ms
[2022-04-16 11:31:41 main:574] : INFO : Epoch 1795 | loss: 0.0311484 | val_loss: 0.0311624 | Time: 3040.19 ms
[2022-04-16 11:31:44 main:574] : INFO : Epoch 1796 | loss: 0.031147 | val_loss: 0.0311615 | Time: 3058.05 ms
[2022-04-16 11:31:47 main:574] : INFO : Epoch 1797 | loss: 0.0311474 | val_loss: 0.031162 | Time: 3044.02 ms
[2022-04-16 11:31:50 main:574] : INFO : Epoch 1798 | loss: 0.0311479 | val_loss: 0.0311616 | Time: 3029.84 ms
[2022-04-16 11:31:53 main:574] : INFO : Epoch 1799 | loss: 0.0311476 | val_loss: 0.0311628 | Time: 3068.1 ms
[2022-04-16 11:31:56 main:574] : INFO : Epoch 1800 | loss: 0.0311473 | val_loss: 0.0311614 | Time: 3066.11 ms
[2022-04-16 11:31:59 main:574] : INFO : Epoch 1801 | loss: 0.0311456 | val_loss: 0.0311605 | Time: 3043.34 ms
[2022-04-16 11:32:02 main:574] : INFO : Epoch 1802 | loss: 0.031146 | val_loss: 0.0311613 | Time: 3011.15 ms
[2022-04-16 11:32:05 main:574] : INFO : Epoch 1803 | loss: 0.0311459 | val_loss: 0.0311607 | Time: 3045.45 ms
[2022-04-16 11:32:08 main:574] : INFO : Epoch 1804 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 3034.77 ms
[2022-04-16 11:32:11 main:574] : INFO : Epoch 1805 | loss: 0.0311479 | val_loss: 0.0311621 | Time: 3045.46 ms
[2022-04-16 11:32:14 main:574] : INFO : Epoch 1806 | loss: 0.0311478 | val_loss: 0.0311623 | Time: 3034.64 ms
[2022-04-16 11:32:17 main:574] : INFO : Epoch 1807 | loss: 0.0311477 | val_loss: 0.0311612 | Time: 3044.51 ms
[2022-04-16 11:32:20 main:574] : INFO : Epoch 1808 | loss: 0.0311465 | val_loss: 0.0311623 | Time: 3036.13 ms
[2022-04-16 11:32:23 main:574] : INFO : Epoch 1809 | loss: 0.0311462 | val_loss: 0.0311618 | Time: 3015.32 ms
[2022-04-16 11:32:26 main:574] : INFO : Epoch 1810 | loss: 0.0311463 | val_loss: 0.0311608 | Time: 3038.57 ms
[2022-04-16 11:32:29 main:574] : INFO : Epoch 1811 | loss: 0.0311459 | val_loss: 0.031161 | Time: 3025.19 ms
[2022-04-16 11:32:32 main:574] : INFO : Epoch 1812 | loss: 0.0311452 | val_loss: 0.0311644 | Time: 3053.77 ms
[2022-04-16 11:32:35 main:574] : INFO : Epoch 1813 | loss: 0.0311479 | val_loss: 0.0311644 | Time: 3037.4 ms
[2022-04-16 11:32:39 main:574] : INFO : Epoch 1814 | loss: 0.031149 | val_loss: 0.0311614 | Time: 3026.81 ms
[2022-04-16 11:32:42 main:574] : INFO : Epoch 1815 | loss: 0.0311497 | val_loss: 0.0311618 | Time: 3036.63 ms
[2022-04-16 11:32:45 main:574] : INFO : Epoch 1816 | loss: 0.0311476 | val_loss: 0.0311605 | Time: 3029.77 ms
[2022-04-16 11:32:48 main:574] : INFO : Epoch 1817 | loss: 0.0311463 | val_loss: 0.0311624 | Time: 3044.81 ms
[2022-04-16 11:32:51 main:574] : INFO : Epoch 1818 | loss: 0.0311461 | val_loss: 0.031163 | Time: 3044.29 ms
[2022-04-16 11:32:54 main:574] : INFO : Epoch 1819 | loss: 0.0311455 | val_loss: 0.0311613 | Time: 3030.82 ms
[2022-04-16 11:32:57 main:574] : INFO : Epoch 1820 | loss: 0.0311442 | val_loss: 0.0311599 | Time: 3041.65 ms
[2022-04-16 11:33:00 main:574] : INFO : Epoch 1821 | loss: 0.0311435 | val_loss: 0.0311603 | Time: 3045.17 ms
[2022-04-16 11:33:03 main:574] : INFO : Epoch 1822 | loss: 0.031143 | val_loss: 0.0311611 | Time: 3012.17 ms
[2022-04-16 11:33:06 main:574] : INFO : Epoch 1823 | loss: 0.031144 | val_loss: 0.0311623 | Time: 3032.32 ms
[2022-04-16 11:33:09 main:574] : INFO : Epoch 1824 | loss: 0.0311442 | val_loss: 0.0311639 | Time: 3033.68 ms
[2022-04-16 11:33:12 main:574] : INFO : Epoch 1825 | loss: 0.0311448 | val_loss: 0.0311629 | Time: 3064.7 ms
[2022-04-16 11:33:15 main:574] : INFO : Epoch 1826 | loss: 0.031144 | val_loss: 0.0311637 | Time: 3074.56 ms
[2022-04-16 11:33:18 main:574] : INFO : Epoch 1827 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 3040.38 ms
[2022-04-16 11:33:21 main:574] : INFO : Epoch 1828 | loss: 0.0311432 | val_loss: 0.0311615 | Time: 3033.58 ms
[2022-04-16 11:33:25 main:574] : INFO : Epoch 1829 | loss: 0.0311453 | val_loss: 0.0311631 | Time: 3015.22 ms
[2022-04-16 11:33:28 main:574] : INFO : Epoch 1830 | loss: 0.0311467 | val_loss: 0.0311642 | Time: 3048.5 ms
[2022-04-16 11:33:31 main:574] : INFO : Epoch 1831 | loss: 0.0311467 | val_loss: 0.0311654 | Time: 3044.88 ms
[2022-04-16 11:33:34 main:574] : INFO : Epoch 1832 | loss: 0.0311465 | val_loss: 0.0311645 | Time: 3022.64 ms
[2022-04-16 11:33:37 main:574] : INFO : Epoch 1833 | loss: 0.0311455 | val_loss: 0.0311638 | Time: 3075.26 ms
[2022-04-16 11:33:40 main:574] : INFO : Epoch 1834 | loss: 0.0311441 | val_loss: 0.0311644 | Time: 3032.59 ms
[2022-04-16 11:33:43 main:574] : INFO : Epoch 1835 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 3053.81 ms
[2022-04-16 11:33:46 main:574] : INFO : Epoch 1836 | loss: 0.0311444 | val_loss: 0.0311619 | Time: 3032.02 ms
[2022-04-16 11:33:49 main:574] : INFO : Epoch 1837 | loss: 0.0311432 | val_loss: 0.0311623 | Time: 3027.8 ms
[2022-04-16 11:33:52 main:574] : INFO : Epoch 1838 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 3093.03 ms
[2022-04-16 11:33:55 main:574] : INFO : Epoch 1839 | loss: 0.0311433 | val_loss: 0.0311639 | Time: 3036.18 ms
[2022-04-16 11:33:58 main:574] : INFO : Epoch 1840 | loss: 0.0311422 | val_loss: 0.0311618 | Time: 3038.31 ms
[2022-04-16 11:34:01 main:574] : INFO : Epoch 1841 | loss: 0.0311426 | val_loss: 0.0311597 | Time: 3025.18 ms
[2022-04-16 11:34:04 main:574] : INFO : Epoch 1842 | loss: 0.0311442 | val_loss: 0.031161 | Time: 3059.53 ms
[2022-04-16 11:34:08 main:574] : INFO : Epoch 1843 | loss: 0.0311443 | val_loss: 0.0311605 | Time: 3035.21 ms
[2022-04-16 11:34:11 main:574] : INFO : Epoch 1844 | loss: 0.0311434 | val_loss: 0.0311615 | Time: 3042.96 ms
[2022-04-16 11:34:14 main:574] : INFO : Epoch 1845 | loss: 0.0311455 | val_loss: 0.0311601 | Time: 3033 ms
[2022-04-16 11:34:17 main:574] : INFO : Epoch 1846 | loss: 0.0311457 | val_loss: 0.0311631 | Time: 3047.55 ms
[2022-04-16 11:34:20 main:574] : INFO : Epoch 1847 | loss: 0.0311467 | val_loss: 0.0311637 | Time: 3029.19 ms
[2022-04-16 11:34:23 main:574] : INFO : Epoch 1848 | loss: 0.0311473 | val_loss: 0.0311652 | Time: 3042.57 ms
[2022-04-16 11:34:26 main:574] : INFO : Epoch 1849 | loss: 0.0311467 | val_loss: 0.031164 | Time: 3040.9 ms
[2022-04-16 11:34:29 main:574] : INFO : Epoch 1850 | loss: 0.0311456 | val_loss: 0.0311621 | Time: 3002.78 ms
[2022-04-16 11:34:32 main:574] : INFO : Epoch 1851 | loss: 0.031144 | val_loss: 0.0311623 | Time: 3036.64 ms
[2022-04-16 11:34:35 main:574] : INFO : Epoch 1852 | loss: 0.0311445 | val_loss: 0.0311627 | Time: 3022.72 ms
[2022-04-16 11:34:38 main:574] : INFO : Epoch 1853 | loss: 0.0311443 | val_loss: 0.0311629 | Time: 3027.83 ms
[2022-04-16 11:34:41 main:574] : INFO : Epoch 1854 | loss: 0.0311465 | val_loss: 0.0311653 | Time: 3025.75 ms
[2022-04-16 11:34:44 main:574] : INFO : Epoch 1855 | loss: 0.0311469 | val_loss: 0.031162 | Time: 3056.66 ms
[2022-04-16 11:34:47 main:574] : INFO : Epoch 1856 | loss: 0.0311447 | val_loss: 0.0311636 | Time: 3045.11 ms
[2022-04-16 11:34:50 main:574] : INFO : Epoch 1857 | loss: 0.0311439 | val_loss: 0.0311636 | Time: 3038.24 ms
[2022-04-16 11:34:53 main:574] : INFO : Epoch 1858 | loss: 0.0311428 | val_loss: 0.0311626 | Time: 3050.74 ms
[2022-04-16 11:34:56 main:574] : INFO : Epoch 1859 | loss: 0.0311428 | val_loss: 0.0311598 | Time: 3049.13 ms
[2022-04-16 11:34:59 main:574] : INFO : Epoch 1860 | loss: 0.031143 | val_loss: 0.0311651 | Time: 3061.04 ms
[2022-04-16 11:35:02 main:574] : INFO : Epoch 1861 | loss: 0.0311437 | val_loss: 0.031166 | Time: 3040.55 ms
[2022-04-16 11:35:06 main:574] : INFO : Epoch 1862 | loss: 0.0311445 | val_loss: 0.031162 | Time: 3045.71 ms
[2022-04-16 11:35:09 main:574] : INFO : Epoch 1863 | loss: 0.0311433 | val_loss: 0.0311597 | Time: 3052.16 ms
[2022-04-16 11:35:12 main:574] : INFO : Epoch 1864 | loss: 0.031144 | val_loss: 0.0311608 | Time: 3035.62 ms
[2022-04-16 11:35:15 main:574] : INFO : Epoch 1865 | loss: 0.0311432 | val_loss: 0.0311581 | Time: 3040.72 ms
[2022-04-16 11:35:18 main:574] : INFO : Epoch 1866 | loss: 0.0311429 | val_loss: 0.031158 | Time: 3026.46 ms
[2022-04-16 11:35:21 main:574] : INFO : Epoch 1867 | loss: 0.0311418 | val_loss: 0.0311585 | Time: 3048.4 ms
[2022-04-16 11:35:24 main:574] : INFO : Epoch 1868 | loss: 0.0311423 | val_loss: 0.031161 | Time: 3038.58 ms
[2022-04-16 11:35:27 main:574] : INFO : Epoch 1869 | loss: 0.0311431 | val_loss: 0.0311561 | Time: 3046.41 ms
[2022-04-16 11:35:30 main:574] : INFO : Epoch 1870 | loss: 0.0311449 | val_loss: 0.0311597 | Time: 3041.61 ms
[2022-04-16 11:35:33 main:574] : INFO : Epoch 1871 | loss: 0.0311443 | val_loss: 0.0311664 | Time: 3038.68 ms
[2022-04-16 11:35:36 main:574] : INFO : Epoch 1872 | loss: 0.031147 | val_loss: 0.0311674 | Time: 3045.01 ms
[2022-04-16 11:35:39 main:574] : INFO : Epoch 1873 | loss: 0.0311478 | val_loss: 0.0311627 | Time: 3023.91 ms
[2022-04-16 11:35:42 main:574] : INFO : Epoch 1874 | loss: 0.0311508 | val_loss: 0.031165 | Time: 3023.43 ms
[2022-04-16 11:35:45 main:574] : INFO : Epoch 1875 | loss: 0.031153 | val_loss: 0.0311652 | Time: 3069.03 ms
[2022-04-16 11:35:48 main:574] : INFO : Epoch 1876 | loss: 0.0311509 | val_loss: 0.031162 | Time: 3095.75 ms
[2022-04-16 11:35:51 main:574] : INFO : Epoch 1877 | loss: 0.0311472 | val_loss: 0.0311626 | Time: 3018.34 ms
[2022-04-16 11:35:54 main:574] : INFO : Epoch 1878 | loss: 0.0311479 | val_loss: 0.0311622 | Time: 3022.11 ms
[2022-04-16 11:35:57 main:574] : INFO : Epoch 1879 | loss: 0.0311464 | val_loss: 0.031163 | Time: 3030.04 ms
[2022-04-16 11:36:00 main:574] : INFO : Epoch 1880 | loss: 0.0311463 | val_loss: 0.0311611 | Time: 3025.82 ms
[2022-04-16 11:36:04 main:574] : INFO : Epoch 1881 | loss: 0.0311445 | val_loss: 0.0311629 | Time: 3030.07 ms
[2022-04-16 11:36:07 main:574] : INFO : Epoch 1882 | loss: 0.0311435 | val_loss: 0.0311616 | Time: 3038.97 ms
[2022-04-16 11:36:10 main:574] : INFO : Epoch 1883 | loss: 0.0311423 | val_loss: 0.0311622 | Time: 3032.34 ms
[2022-04-16 11:36:13 main:574] : INFO : Epoch 1884 | loss: 0.0311452 | val_loss: 0.0311649 | Time: 3036.29 ms
[2022-04-16 11:36:16 main:574] : INFO : Epoch 1885 | loss: 0.0311471 | val_loss: 0.0311589 | Time: 3029.65 ms
[2022-04-16 11:36:19 main:574] : INFO : Epoch 1886 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 3049.43 ms
[2022-04-16 11:36:22 main:574] : INFO : Epoch 1887 | loss: 0.0311617 | val_loss: 0.0311632 | Time: 3030.8 ms
[2022-04-16 11:36:25 main:574] : INFO : Epoch 1888 | loss: 0.0311564 | val_loss: 0.0311635 | Time: 3035.31 ms
[2022-04-16 11:36:28 main:574] : INFO : Epoch 1889 | loss: 0.0311517 | val_loss: 0.031162 | Time: 3030.5 ms
[2022-04-16 11:36:31 main:574] : INFO : Epoch 1890 | loss: 0.0311474 | val_loss: 0.0311615 | Time: 3039.05 ms
[2022-04-16 11:36:34 main:574] : INFO : Epoch 1891 | loss: 0.0311463 | val_loss: 0.0311607 | Time: 3050.14 ms
[2022-04-16 11:36:37 main:574] : INFO : Epoch 1892 | loss: 0.0311432 | val_loss: 0.0311592 | Time: 3029.47 ms
[2022-04-16 11:36:40 main:574] : INFO : Epoch 1893 | loss: 0.0311416 | val_loss: 0.0311597 | Time: 3039.55 ms
[2022-04-16 11:36:43 main:574] : INFO : Epoch 1894 | loss: 0.031141 | val_loss: 0.0311612 | Time: 3047.61 ms
[2022-04-16 11:36:46 main:574] : INFO : Epoch 1895 | loss: 0.0311415 | val_loss: 0.0311581 | Time: 3033.94 ms
[2022-04-16 11:36:49 main:574] : INFO : Epoch 1896 | loss: 0.0311397 | val_loss: 0.0311588 | Time: 3054.8 ms
[2022-04-16 11:36:52 main:574] : INFO : Epoch 1897 | loss: 0.0311393 | val_loss: 0.0311583 | Time: 3029.14 ms
[2022-04-16 11:36:55 main:574] : INFO : Epoch 1898 | loss: 0.03114 | val_loss: 0.0311594 | Time: 3042.25 ms
[2022-04-16 11:36:58 main:574] : INFO : Epoch 1899 | loss: 0.0311395 | val_loss: 0.0311605 | Time: 3031.55 ms
[2022-04-16 11:37:01 main:574] : INFO : Epoch 1900 | loss: 0.0311397 | val_loss: 0.0311596 | Time: 3023.97 ms
[2022-04-16 11:37:05 main:574] : INFO : Epoch 1901 | loss: 0.0311413 | val_loss: 0.031158 | Time: 3034.27 ms
[2022-04-16 11:37:08 main:574] : INFO : Epoch 1902 | loss: 0.0311404 | val_loss: 0.0311578 | Time: 3043.92 ms
[2022-04-16 11:37:11 main:574] : INFO : Epoch 1903 | loss: 0.0311397 | val_loss: 0.0311587 | Time: 3050.73 ms
[2022-04-16 11:37:14 main:574] : INFO : Epoch 1904 | loss: 0.0311406 | val_loss: 0.0311577 | Time: 3043.46 ms
[2022-04-16 11:37:17 main:574] : INFO : Epoch 1905 | loss: 0.031141 | val_loss: 0.0311599 | Time: 3051.12 ms
[2022-04-16 11:37:20 main:574] : INFO : Epoch 1906 | loss: 0.0311412 | val_loss: 0.0311573 | Time: 3059.34 ms
[2022-04-16 11:37:23 main:574] : INFO : Epoch 1907 | loss: 0.0311405 | val_loss: 0.0311601 | Time: 3074.55 ms
[2022-04-16 11:37:26 main:574] : INFO : Epoch 1908 | loss: 0.0311394 | val_loss: 0.0311591 | Time: 3024.73 ms
[2022-04-16 11:37:29 main:574] : INFO : Epoch 1909 | loss: 0.0311412 | val_loss: 0.0311598 | Time: 3051.83 ms
[2022-04-16 11:37:32 main:574] : INFO : Epoch 1910 | loss: 0.0311389 | val_loss: 0.0311603 | Time: 3028.28 ms
[2022-04-16 11:37:35 main:574] : INFO : Epoch 1911 | loss: 0.031143 | val_loss: 0.031162 | Time: 3062.28 ms
[2022-04-16 11:37:38 main:574] : INFO : Epoch 1912 | loss: 0.031144 | val_loss: 0.0311617 | Time: 3045.19 ms
[2022-04-16 11:37:41 main:574] : INFO : Epoch 1913 | loss: 0.0311421 | val_loss: 0.0311613 | Time: 3035.4 ms
[2022-04-16 11:37:44 main:574] : INFO : Epoch 1914 | loss: 0.0311404 | val_loss: 0.0311586 | Time: 3053.08 ms
[2022-04-16 11:37:47 main:574] : INFO : Epoch 1915 | loss: 0.0311401 | val_loss: 0.0311592 | Time: 3034.73 ms
[2022-04-16 11:37:50 main:574] : INFO : Epoch 1916 | loss: 0.0311406 | val_loss: 0.0311615 | Time: 3074.52 ms
[2022-04-16 11:37:54 main:574] : INFO : Epoch 1917 | loss: 0.0311428 | val_loss: 0.0311612 | Time: 3040.44 ms
[2022-04-16 11:37:57 main:574] : INFO : Epoch 1918 | loss: 0.0311433 | val_loss: 0.0311654 | Time: 3061.04 ms
[2022-04-16 11:38:00 main:574] : INFO : Epoch 1919 | loss: 0.0311458 | val_loss: 0.0311624 | Time: 3035.57 ms
[2022-04-16 11:38:03 main:574] : INFO : Epoch 1920 | loss: 0.0311427 | val_loss: 0.031162 | Time: 3038.83 ms
[2022-04-16 11:38:06 main:574] : INFO : Epoch 1921 | loss: 0.0311414 | val_loss: 0.0311617 | Time: 3055.75 ms
[2022-04-16 11:38:09 main:574] : INFO : Epoch 1922 | loss: 0.0311396 | val_loss: 0.0311602 | Time: 3011.23 ms
[2022-04-16 11:38:12 main:574] : INFO : Epoch 1923 | loss: 0.0311418 | val_loss: 0.0311618 | Time: 3037.37 ms
[2022-04-16 11:38:15 main:574] : INFO : Epoch 1924 | loss: 0.0311386 | val_loss: 0.0311628 | Time: 3043.54 ms
[2022-04-16 11:38:18 main:574] : INFO : Epoch 1925 | loss: 0.0311403 | val_loss: 0.0311632 | Time: 3028.66 ms
[2022-04-16 11:38:21 main:574] : INFO : Epoch 1926 | loss: 0.0311399 | val_loss: 0.0311601 | Time: 3041.56 ms
[2022-04-16 11:38:24 main:574] : INFO : Epoch 1927 | loss: 0.0311411 | val_loss: 0.031163 | Time: 3048.89 ms
[2022-04-16 11:38:27 main:574] : INFO : Epoch 1928 | loss: 0.0311453 | val_loss: 0.0311626 | Time: 3025.99 ms
[2022-04-16 11:38:30 main:574] : INFO : Epoch 1929 | loss: 0.0311451 | val_loss: 0.0311625 | Time: 3025.71 ms
[2022-04-16 11:38:33 main:574] : INFO : Epoch 1930 | loss: 0.0311436 | val_loss: 0.0311639 | Time: 3019.82 ms
[2022-04-16 11:38:36 main:574] : INFO : Epoch 1931 | loss: 0.0311423 | val_loss: 0.031161 | Time: 3040.92 ms
[2022-04-16 11:38:39 main:574] : INFO : Epoch 1932 | loss: 0.0311401 | val_loss: 0.0311632 | Time: 3011.73 ms
[2022-04-16 11:38:42 main:574] : INFO : Epoch 1933 | loss: 0.0311394 | val_loss: 0.0311609 | Time: 3041.28 ms
[2022-04-16 11:38:45 main:574] : INFO : Epoch 1934 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 3059.87 ms
[2022-04-16 11:38:48 main:574] : INFO : Epoch 1935 | loss: 0.0311408 | val_loss: 0.0311663 | Time: 3037.18 ms
[2022-04-16 11:38:52 main:574] : INFO : Epoch 1936 | loss: 0.0311441 | val_loss: 0.0311672 | Time: 3065.28 ms
[2022-04-16 11:38:55 main:574] : INFO : Epoch 1937 | loss: 0.0311454 | val_loss: 0.031167 | Time: 3080.8 ms
[2022-04-16 11:38:58 main:574] : INFO : Epoch 1938 | loss: 0.0311465 | val_loss: 0.0311639 | Time: 3039.29 ms
[2022-04-16 11:39:01 main:574] : INFO : Epoch 1939 | loss: 0.0311461 | val_loss: 0.0311639 | Time: 3048.86 ms
[2022-04-16 11:39:04 main:574] : INFO : Epoch 1940 | loss: 0.0311445 | val_loss: 0.0311622 | Time: 3021.29 ms
[2022-04-16 11:39:07 main:574] : INFO : Epoch 1941 | loss: 0.0311431 | val_loss: 0.0311622 | Time: 3040.73 ms
[2022-04-16 11:39:10 main:574] : INFO : Epoch 1942 | loss: 0.0311398 | val_loss: 0.0311601 | Time: 3029.11 ms
[2022-04-16 11:39:13 main:574] : INFO : Epoch 1943 | loss: 0.0311388 | val_loss: 0.0311611 | Time: 3044.7 ms
[2022-04-16 11:39:16 main:574] : INFO : Epoch 1944 | loss: 0.0311386 | val_loss: 0.0311609 | Time: 3032.55 ms
[2022-04-16 11:39:19 main:574] : INFO : Epoch 1945 | loss: 0.0311407 | val_loss: 0.0311619 | Time: 3036.84 ms
[2022-04-16 11:39:22 main:574] : INFO : Epoch 1946 | loss: 0.0311406 | val_loss: 0.0311633 | Time: 3036.56 ms
[2022-04-16 11:39:25 main:574] : INFO : Epoch 1947 | loss: 0.0311426 | val_loss: 0.0311652 | Time: 3060.09 ms
[2022-04-16 11:39:28 main:574] : INFO : Epoch 1948 | loss: 0.0311418 | val_loss: 0.031167 | Time: 3036.21 ms
[2022-04-16 11:39:31 main:574] : INFO : Epoch 1949 | loss: 0.0311404 | val_loss: 0.0311654 | Time: 3056.62 ms
[2022-04-16 11:39:34 main:574] : INFO : Epoch 1950 | loss: 0.0311411 | val_loss: 0.0311638 | Time: 3059.11 ms
[2022-04-16 11:39:37 main:574] : INFO : Epoch 1951 | loss: 0.0311408 | val_loss: 0.0311623 | Time: 3041.36 ms
[2022-04-16 11:39:40 main:574] : INFO : Epoch 1952 | loss: 0.0311403 | val_loss: 0.0311608 | Time: 3044.42 ms
[2022-04-16 11:39:44 main:574] : INFO : Epoch 1953 | loss: 0.0311407 | val_loss: 0.0311639 | Time: 3066.07 ms
[2022-04-16 11:39:47 main:574] : INFO : Epoch 1954 | loss: 0.0311419 | val_loss: 0.0311609 | Time: 3047.5 ms
[2022-04-16 11:39:50 main:574] : INFO : Epoch 1955 | loss: 0.0311404 | val_loss: 0.0311593 | Time: 3030.5 ms
[2022-04-16 11:39:53 main:574] : INFO : Epoch 1956 | loss: 0.0311392 | val_loss: 0.0311598 | Time: 3026.42 ms
[2022-04-16 11:39:56 main:574] : INFO : Epoch 1957 | loss: 0.0311416 | val_loss: 0.0311621 | Time: 3059 ms
[2022-04-16 11:39:59 main:574] : INFO : Epoch 1958 | loss: 0.0311392 | val_loss: 0.0311619 | Time: 3040.85 ms
[2022-04-16 11:40:02 main:574] : INFO : Epoch 1959 | loss: 0.0311401 | val_loss: 0.0311625 | Time: 3076.15 ms
[2022-04-16 11:40:05 main:574] : INFO : Epoch 1960 | loss: 0.0311402 | val_loss: 0.0311659 | Time: 3062.35 ms
[2022-04-16 11:40:08 main:574] : INFO : Epoch 1961 | loss: 0.0311406 | val_loss: 0.0311633 | Time: 3023.12 ms
[2022-04-16 11:40:11 main:574] : INFO : Epoch 1962 | loss: 0.0311393 | val_loss: 0.0311647 | Time: 3031.25 ms
[2022-04-16 11:40:14 main:574] : INFO : Epoch 1963 | loss: 0.03114 | val_loss: 0.0311661 | Time: 3044.53 ms
[2022-04-16 11:40:17 main:574] : INFO : Epoch 1964 | loss: 0.0311378 | val_loss: 0.0311656 | Time: 3028.98 ms
[2022-04-16 11:40:20 main:574] : INFO : Epoch 1965 | loss: 0.0311381 | val_loss: 0.0311659 | Time: 3040.97 ms
[2022-04-16 11:40:23 main:574] : INFO : Epoch 1966 | loss: 0.0311376 | val_loss: 0.0311672 | Time: 3058.33 ms
[2022-04-16 11:40:26 main:574] : INFO : Epoch 1967 | loss: 0.031137 | val_loss: 0.0311621 | Time: 3036.28 ms
[2022-04-16 11:40:29 main:574] : INFO : Epoch 1968 | loss: 0.0311371 | val_loss: 0.031161 | Time: 3050.11 ms
[2022-04-16 11:40:32 main:574] : INFO : Epoch 1969 | loss: 0.0311376 | val_loss: 0.031163 | Time: 3045.91 ms
[2022-04-16 11:40:36 main:574] : INFO : Epoch 1970 | loss: 0.0311381 | val_loss: 0.0311613 | Time: 3068.42 ms
[2022-04-16 11:40:39 main:574] : INFO : Epoch 1971 | loss: 0.0311379 | val_loss: 0.0311602 | Time: 3096.54 ms
[2022-04-16 11:40:42 main:574] : INFO : Epoch 1972 | loss: 0.0311368 | val_loss: 0.0311646 | Time: 3070.91 ms
[2022-04-16 11:40:45 main:574] : INFO : Epoch 1973 | loss: 0.0311385 | val_loss: 0.0311664 | Time: 3010.49 ms
[2022-04-16 11:40:48 main:574] : INFO : Epoch 1974 | loss: 0.0311385 | val_loss: 0.0311615 | Time: 3055.06 ms
[2022-04-16 11:40:51 main:574] : INFO : Epoch 1975 | loss: 0.0311355 | val_loss: 0.0311607 | Time: 3027.25 ms
[2022-04-16 11:40:54 main:574] : INFO : Epoch 1976 | loss: 0.0311357 | val_loss: 0.0311635 | Time: 3027.53 ms
[2022-04-16 11:40:57 main:574] : INFO : Epoch 1977 | loss: 0.0311349 | val_loss: 0.0311652 | Time: 3007.62 ms
[2022-04-16 11:41:00 main:574] : INFO : Epoch 1978 | loss: 0.0311354 | val_loss: 0.0311625 | Time: 3052.1 ms
[2022-04-16 11:41:03 main:574] : INFO : Epoch 1979 | loss: 0.0311388 | val_loss: 0.0311656 | Time: 3062.61 ms
[2022-04-16 11:41:06 main:574] : INFO : Epoch 1980 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 3053.85 ms
[2022-04-16 11:41:09 main:574] : INFO : Epoch 1981 | loss: 0.0311385 | val_loss: 0.0311671 | Time: 3054.01 ms
[2022-04-16 11:41:12 main:574] : INFO : Epoch 1982 | loss: 0.0311368 | val_loss: 0.0311653 | Time: 3025.6 ms
[2022-04-16 11:41:15 main:574] : INFO : Epoch 1983 | loss: 0.0311395 | val_loss: 0.0311696 | Time: 3035.3 ms
[2022-04-16 11:41:18 main:574] : INFO : Epoch 1984 | loss: 0.031138 | val_loss: 0.0311663 | Time: 3025.04 ms
[2022-04-16 11:41:21 main:574] : INFO : Epoch 1985 | loss: 0.0311385 | val_loss: 0.0311623 | Time: 3051.23 ms
[2022-04-16 11:41:24 main:574] : INFO : Epoch 1986 | loss: 0.0311383 | val_loss: 0.0311647 | Time: 3053.15 ms
[2022-04-16 11:41:28 main:574] : INFO : Epoch 1987 | loss: 0.0311368 | val_loss: 0.0311687 | Time: 3069.91 ms
[2022-04-16 11:41:31 main:574] : INFO : Epoch 1988 | loss: 0.0311369 | val_loss: 0.0311639 | Time: 3039.41 ms
[2022-04-16 11:41:34 main:574] : INFO : Epoch 1989 | loss: 0.0311416 | val_loss: 0.0311638 | Time: 3060.47 ms
[2022-04-16 11:41:37 main:574] : INFO : Epoch 1990 | loss: 0.0311364 | val_loss: 0.031166 | Time: 3063.61 ms
[2022-04-16 11:41:40 main:574] : INFO : Epoch 1991 | loss: 0.0311349 | val_loss: 0.0311606 | Time: 3058.14 ms
[2022-04-16 11:41:43 main:574] : INFO : Epoch 1992 | loss: 0.0311397 | val_loss: 0.031162 | Time: 3054.59 ms
[2022-04-16 11:41:46 main:574] : INFO : Epoch 1993 | loss: 0.0311404 | val_loss: 0.031161 | Time: 3076.55 ms
[2022-04-16 11:41:49 main:574] : INFO : Epoch 1994 | loss: 0.0311373 | val_loss: 0.0311639 | Time: 3054.1 ms
[2022-04-16 11:41:52 main:574] : INFO : Epoch 1995 | loss: 0.0311369 | val_loss: 0.0311641 | Time: 3026.8 ms
[2022-04-16 11:41:55 main:574] : INFO : Epoch 1996 | loss: 0.0311381 | val_loss: 0.0311658 | Time: 3031.76 ms
[2022-04-16 11:41:58 main:574] : INFO : Epoch 1997 | loss: 0.0311392 | val_loss: 0.0311635 | Time: 3044.58 ms
[2022-04-16 11:42:01 main:574] : INFO : Epoch 1998 | loss: 0.0311398 | val_loss: 0.0311626 | Time: 3020.74 ms
[2022-04-16 11:42:04 main:574] : INFO : Epoch 1999 | loss: 0.0311383 | val_loss: 0.0311625 | Time: 3044.42 ms
[2022-04-16 11:42:07 main:574] : INFO : Epoch 2000 | loss: 0.0311423 | val_loss: 0.031165 | Time: 3041.02 ms
[2022-04-16 11:42:10 main:574] : INFO : Epoch 2001 | loss: 0.0311445 | val_loss: 0.0311625 | Time: 3059.87 ms
[2022-04-16 11:42:13 main:574] : INFO : Epoch 2002 | loss: 0.0311514 | val_loss: 0.031163 | Time: 3036.67 ms
[2022-04-16 11:42:17 main:574] : INFO : Epoch 2003 | loss: 0.0311487 | val_loss: 0.0311665 | Time: 3062.77 ms
[2022-04-16 11:42:20 main:574] : INFO : Epoch 2004 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 3057.24 ms
[2022-04-16 11:42:23 main:574] : INFO : Epoch 2005 | loss: 0.0311599 | val_loss: 0.0311645 | Time: 3019.47 ms
[2022-04-16 11:42:26 main:574] : INFO : Epoch 2006 | loss: 0.031154 | val_loss: 0.0311647 | Time: 3062.81 ms
[2022-04-16 11:42:29 main:574] : INFO : Epoch 2007 | loss: 0.0311539 | val_loss: 0.0311624 | Time: 3033.31 ms
[2022-04-16 11:42:32 main:574] : INFO : Epoch 2008 | loss: 0.0311528 | val_loss: 0.0311632 | Time: 3057.11 ms
[2022-04-16 11:42:35 main:574] : INFO : Epoch 2009 | loss: 0.0311501 | val_loss: 0.0311636 | Time: 3044.51 ms
[2022-04-16 11:42:38 main:574] : INFO : Epoch 2010 | loss: 0.0311488 | val_loss: 0.0311643 | Time: 3038.19 ms
[2022-04-16 11:42:41 main:574] : INFO : Epoch 2011 | loss: 0.0311489 | val_loss: 0.0311654 | Time: 3018.13 ms
[2022-04-16 11:42:44 main:574] : INFO : Epoch 2012 | loss: 0.0311498 | val_loss: 0.0311639 | Time: 3042.62 ms
[2022-04-16 11:42:47 main:574] : INFO : Epoch 2013 | loss: 0.0311507 | val_loss: 0.0311692 | Time: 3068.67 ms
[2022-04-16 11:42:50 main:574] : INFO : Epoch 2014 | loss: 0.0311491 | val_loss: 0.0311628 | Time: 3039.32 ms
[2022-04-16 11:42:53 main:574] : INFO : Epoch 2015 | loss: 0.0311474 | val_loss: 0.0311611 | Time: 3029.09 ms
[2022-04-16 11:42:56 main:574] : INFO : Epoch 2016 | loss: 0.0311439 | val_loss: 0.0311595 | Time: 3016.68 ms
[2022-04-16 11:42:59 main:574] : INFO : Epoch 2017 | loss: 0.0311448 | val_loss: 0.0311631 | Time: 3026.44 ms
[2022-04-16 11:43:02 main:574] : INFO : Epoch 2018 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 3033.51 ms
[2022-04-16 11:43:05 main:574] : INFO : Epoch 2019 | loss: 0.0311444 | val_loss: 0.031164 | Time: 3040.99 ms
[2022-04-16 11:43:08 main:574] : INFO : Epoch 2020 | loss: 0.0311456 | val_loss: 0.0311644 | Time: 3057.12 ms
[2022-04-16 11:43:12 main:574] : INFO : Epoch 2021 | loss: 0.0311458 | val_loss: 0.0311644 | Time: 3074.92 ms
[2022-04-16 11:43:15 main:574] : INFO : Epoch 2022 | loss: 0.031148 | val_loss: 0.0311666 | Time: 3036.86 ms
[2022-04-16 11:43:18 main:574] : INFO : Epoch 2023 | loss: 0.0311451 | val_loss: 0.0311638 | Time: 3034.43 ms
[2022-04-16 11:43:21 main:574] : INFO : Epoch 2024 | loss: 0.0311448 | val_loss: 0.0311656 | Time: 3054.07 ms
[2022-04-16 11:43:24 main:574] : INFO : Epoch 2025 | loss: 0.0311438 | val_loss: 0.0311664 | Time: 3035.62 ms
[2022-04-16 11:43:27 main:574] : INFO : Epoch 2026 | loss: 0.0311434 | val_loss: 0.0311682 | Time: 3042.23 ms
[2022-04-16 11:43:30 main:574] : INFO : Epoch 2027 | loss: 0.0311427 | val_loss: 0.0311675 | Time: 3040.28 ms
[2022-04-16 11:43:33 main:574] : INFO : Epoch 2028 | loss: 0.0311402 | val_loss: 0.031165 | Time: 3046.2 ms
[2022-04-16 11:43:36 main:574] : INFO : Epoch 2029 | loss: 0.0311406 | val_loss: 0.0311667 | Time: 3050.05 ms
[2022-04-16 11:43:39 main:574] : INFO : Epoch 2030 | loss: 0.0311413 | val_loss: 0.031163 | Time: 3034.97 ms
[2022-04-16 11:43:42 main:574] : INFO : Epoch 2031 | loss: 0.0311436 | val_loss: 0.0311644 | Time: 3059.35 ms
[2022-04-16 11:43:45 main:574] : INFO : Epoch 2032 | loss: 0.0311435 | val_loss: 0.0311677 | Time: 3022.71 ms
[2022-04-16 11:43:48 main:574] : INFO : Epoch 2033 | loss: 0.031143 | val_loss: 0.0311659 | Time: 3028.44 ms
[2022-04-16 11:43:51 main:574] : INFO : Epoch 2034 | loss: 0.0311412 | val_loss: 0.0311665 | Time: 3036.68 ms
[2022-04-16 11:43:54 main:574] : INFO : Epoch 2035 | loss: 0.0311442 | val_loss: 0.0311708 | Time: 3036.08 ms
[2022-04-16 11:43:57 main:574] : INFO : Epoch 2036 | loss: 0.0311439 | val_loss: 0.031171 | Time: 3040.59 ms
[2022-04-16 11:44:00 main:574] : INFO : Epoch 2037 | loss: 0.031146 | val_loss: 0.0311659 | Time: 3053.88 ms
[2022-04-16 11:44:03 main:574] : INFO : Epoch 2038 | loss: 0.0311464 | val_loss: 0.0311662 | Time: 3043.07 ms
[2022-04-16 11:44:07 main:574] : INFO : Epoch 2039 | loss: 0.0311462 | val_loss: 0.0311727 | Time: 3076.73 ms
[2022-04-16 11:44:10 main:574] : INFO : Epoch 2040 | loss: 0.0311504 | val_loss: 0.0311715 | Time: 3060.24 ms
[2022-04-16 11:44:13 main:574] : INFO : Epoch 2041 | loss: 0.0311513 | val_loss: 0.0311677 | Time: 3045.98 ms
[2022-04-16 11:44:16 main:574] : INFO : Epoch 2042 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 3062.77 ms
[2022-04-16 11:44:19 main:574] : INFO : Epoch 2043 | loss: 0.0311594 | val_loss: 0.0311818 | Time: 3048.12 ms
[2022-04-16 11:44:22 main:574] : INFO : Epoch 2044 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 3048.18 ms
[2022-04-16 11:44:25 main:574] : INFO : Epoch 2045 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 3030.96 ms
[2022-04-16 11:44:28 main:574] : INFO : Epoch 2046 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 3049.55 ms
[2022-04-16 11:44:31 main:574] : INFO : Epoch 2047 | loss: 0.0311707 | val_loss: 0.0311771 | Time: 3049.41 ms
[2022-04-16 11:44:34 main:574] : INFO : Epoch 2048 | loss: 0.0311725 | val_loss: 0.031175 | Time: 3032.62 ms
[2022-04-16 11:44:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031175
[2022-04-16 11:44:34 main:603] : INFO : Saving end state to config to file
[2022-04-16 11:44:34 main:608] : INFO : Success, exiting..
11:44:35 (13748): 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)