Task 4178092
| Name | ParityModified-1613191189-15510-1_0 |
| Workunit | 2279074 |
| Created | 25 Feb 2021, 3:45:03 UTC |
| Sent | 4 Mar 2021, 22:38:36 UTC |
| Report deadline | 11 Mar 2021, 22:38:36 UTC |
| Received | 5 Mar 2021, 16:32:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 130 |
| Run time | 1 hours 45 min 54 sec |
| CPU time | 52 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,535.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.63 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 7:15 main:581] : INFO : Epoch 1538 | loss: 0.0311435 | val_loss: 0.0311856 | Time: 3072.77 ms [2021-03-05 08:07:18 main:581] : INFO : Epoch 1539 | loss: 0.0311445 | val_loss: 0.031179 | Time: 2986.88 ms [2021-03-05 08:07:21 main:581] : INFO : Epoch 1540 | loss: 0.0311405 | val_loss: 0.0311811 | Time: 2997.31 ms [2021-03-05 08:07:24 main:581] : INFO : Epoch 1541 | loss: 0.0311478 | val_loss: 0.0311742 | Time: 2993.59 ms [2021-03-05 08:07:27 main:581] : INFO : Epoch 1542 | loss: 0.0311543 | val_loss: 0.0311756 | Time: 3001.1 ms [2021-03-05 08:07:30 main:581] : INFO : Epoch 1543 | loss: 0.0311484 | val_loss: 0.0311809 | Time: 3003.78 ms [2021-03-05 08:07:33 main:581] : INFO : Epoch 1544 | loss: 0.0311469 | val_loss: 0.0311816 | Time: 3011.14 ms [2021-03-05 08:07:36 main:581] : INFO : Epoch 1545 | loss: 0.0311441 | val_loss: 0.0311761 | Time: 3015.88 ms [2021-03-05 08:07:39 main:581] : INFO : Epoch 1546 | loss: 0.0311466 | val_loss: 0.0311763 | Time: 3032.51 ms [2021-03-05 08:07:42 main:581] : INFO : Epoch 1547 | loss: 0.0311441 | val_loss: 0.031179 | Time: 3076.97 ms [2021-03-05 08:07:45 main:581] : INFO : Epoch 1548 | loss: 0.0311496 | val_loss: 0.0311793 | Time: 3048.34 ms [2021-03-05 08:07:48 main:581] : INFO : Epoch 1549 | loss: 0.0311518 | val_loss: 0.031179 | Time: 3026.4 ms [2021-03-05 08:07:52 main:581] : INFO : Epoch 1550 | loss: 0.0311491 | val_loss: 0.0311778 | Time: 3065.51 ms [2021-03-05 08:07:55 main:581] : INFO : Epoch 1551 | loss: 0.0311432 | val_loss: 0.0311736 | Time: 3077.98 ms [2021-03-05 08:07:58 main:581] : INFO : Epoch 1552 | loss: 0.0311426 | val_loss: 0.0311803 | Time: 3045.27 ms [2021-03-05 08:08:01 main:581] : INFO : Epoch 1553 | loss: 0.0311443 | val_loss: 0.0311798 | Time: 3048.98 ms [2021-03-05 08:08:04 main:581] : INFO : Epoch 1554 | loss: 0.0311416 | val_loss: 0.0311734 | Time: 3044.17 ms [2021-03-05 08:08:07 main:581] : INFO : Epoch 1555 | loss: 0.031142 | val_loss: 0.0311788 | Time: 3047.4 ms [2021-03-05 08:08:10 main:581] : INFO : Epoch 1556 | loss: 0.0311439 | val_loss: 0.0311785 | Time: 3037.57 ms [2021-03-05 08:08:13 main:581] : INFO : Epoch 1557 | loss: 0.0311512 | val_loss: 0.031169 | Time: 3100.94 ms [2021-03-05 08:08:16 main:581] : INFO : Epoch 1558 | loss: 0.0311474 | val_loss: 0.0311787 | Time: 3073.23 ms [2021-03-05 08:08:19 main:581] : INFO : Epoch 1559 | loss: 0.0311462 | val_loss: 0.0311768 | Time: 3037.41 ms [2021-03-05 08:08:22 main:581] : INFO : Epoch 1560 | loss: 0.0311421 | val_loss: 0.031173 | Time: 3079.42 ms [2021-03-05 08:08:25 main:581] : INFO : Epoch 1561 | loss: 0.031148 | val_loss: 0.0311695 | Time: 3082.47 ms [2021-03-05 08:08:28 main:581] : INFO : Epoch 1562 | loss: 0.0311467 | val_loss: 0.0311755 | Time: 3018.33 ms [2021-03-05 08:08:31 main:581] : INFO : Epoch 1563 | loss: 0.0311446 | val_loss: 0.0311691 | Time: 3013.82 ms [2021-03-05 08:08:34 main:581] : INFO : Epoch 1564 | loss: 0.0311436 | val_loss: 0.0311739 | Time: 3029.64 ms [2021-03-05 08:08:37 main:581] : INFO : Epoch 1565 | loss: 0.0311413 | val_loss: 0.0311716 | Time: 3022.74 ms [2021-03-05 08:08:40 main:581] : INFO : Epoch 1566 | loss: 0.031142 | val_loss: 0.0311702 | Time: 3073.32 ms [2021-03-05 08:08:43 main:581] : INFO : Epoch 1567 | loss: 0.0311484 | val_loss: 0.0311696 | Time: 3053.47 ms [2021-03-05 08:08:46 main:581] : INFO : Epoch 1568 | loss: 0.0311427 | val_loss: 0.0311748 | Time: 3062.44 ms [2021-03-05 08:08:50 main:581] : INFO : Epoch 1569 | loss: 0.0311468 | val_loss: 0.0311633 | Time: 3108.69 ms [2021-03-05 08:08:53 main:581] : INFO : Epoch 1570 | loss: 0.0311459 | val_loss: 0.031171 | Time: 3070.34 ms [2021-03-05 08:08:56 main:581] : INFO : Epoch 1571 | loss: 0.0311471 | val_loss: 0.0311682 | Time: 3043.32 ms [2021-03-05 08:08:59 main:581] : INFO : Epoch 1572 | loss: 0.0311531 | val_loss: 0.0311731 | Time: 3097.03 ms [2021-03-05 08:09:02 main:581] : INFO : Epoch 1573 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 3092.71 ms [2021-03-05 08:09:05 main:581] : INFO : Epoch 1574 | loss: 0.0311564 | val_loss: 0.0311723 | Time: 3114.46 ms [2021-03-05 08:09:08 main:581] : INFO : Epoch 1575 | loss: 0.0311496 | val_loss: 0.0311717 | Time: 3052.71 ms [2021-03-05 08:09:11 main:581] : INFO : Epoch 1576 | loss: 0.0311473 | val_loss: 0.0311745 | Time: 3032.75 ms [2021-03-05 08:09:14 main:581] : INFO : Epoch 1577 | loss: 0.0311433 | val_loss: 0.0311755 | Time: 3049.72 ms [2021-03-05 08:09:17 main:581] : INFO : Epoch 1578 | loss: 0.0311564 | val_loss: 0.0311894 | Time: 3074.02 ms [2021-03-05 08:09:20 main:581] : INFO : Epoch 1579 | loss: 0.0311941 | val_loss: 0.0311939 | Time: 3054.73 ms [2021-03-05 08:09:23 main:581] : INFO : Epoch 1580 | loss: 0.0311875 | val_loss: 0.0311865 | Time: 3072.85 ms [2021-03-05 08:09:26 main:581] : INFO : Epoch 1581 | loss: 0.0311835 | val_loss: 0.0311817 | Time: 3115.11 ms [2021-03-05 08:09:30 main:581] : INFO : Epoch 1582 | loss: 0.0311819 | val_loss: 0.0311806 | Time: 3069.97 ms [2021-03-05 08:09:33 main:581] : INFO : Epoch 1583 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 3057.6 ms [2021-03-05 08:09:36 main:581] : INFO : Epoch 1584 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 3074.52 ms [2021-03-05 08:09:39 main:581] : INFO : Epoch 1585 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 3044.29 ms [2021-03-05 08:09:42 main:581] : INFO : Epoch 1586 | loss: 0.0311719 | val_loss: 0.0311746 | Time: 3029.67 ms [2021-03-05 08:09:45 main:581] : INFO : Epoch 1587 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 3026.25 ms [2021-03-05 08:09:48 main:581] : INFO : Epoch 1588 | loss: 0.031166 | val_loss: 0.031174 | Time: 3051.37 ms [2021-03-05 08:09:51 main:581] : INFO : Epoch 1589 | loss: 0.0311676 | val_loss: 0.0311778 | Time: 3016.82 ms [2021-03-05 08:09:54 main:581] : INFO : Epoch 1590 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 3026.69 ms [2021-03-05 08:09:57 main:581] : INFO : Epoch 1591 | loss: 0.0311651 | val_loss: 0.0311766 | Time: 3009.85 ms [2021-03-05 08:10:00 main:581] : INFO : Epoch 1592 | loss: 0.0311647 | val_loss: 0.0311768 | Time: 2990.77 ms [2021-03-05 08:10:03 main:581] : INFO : Epoch 1593 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 3002.96 ms [2021-03-05 08:10:06 main:581] : INFO : Epoch 1594 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 3072.41 ms [2021-03-05 08:10:09 main:581] : INFO : Epoch 1595 | loss: 0.0311649 | val_loss: 0.031175 | Time: 3142.27 ms [2021-03-05 08:10:12 main:581] : INFO : Epoch 1596 | loss: 0.031166 | val_loss: 0.0311726 | Time: 3119.26 ms [2021-03-05 08:10:15 main:581] : INFO : Epoch 1597 | loss: 0.0311642 | val_loss: 0.0311802 | Time: 3128.25 ms [2021-03-05 08:10:18 main:581] : INFO : Epoch 1598 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 3053.21 ms [2021-03-05 08:10:21 main:581] : INFO : Epoch 1599 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 3012.05 ms [2021-03-05 08:10:24 main:581] : INFO : Epoch 1600 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 3037.38 ms [2021-03-05 08:10:27 main:581] : INFO : Epoch 1601 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 3057.97 ms [2021-03-05 08:10:31 main:581] : INFO : Epoch 1602 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 3051.49 ms [2021-03-05 08:10:34 main:581] : INFO : Epoch 1603 | loss: 0.0311578 | val_loss: 0.0311728 | Time: 3074.71 ms [2021-03-05 08:10:37 main:581] : INFO : Epoch 1604 | loss: 0.0311575 | val_loss: 0.0311713 | Time: 3012.3 ms [2021-03-05 08:10:40 main:581] : INFO : Epoch 1605 | loss: 0.0311572 | val_loss: 0.0311712 | Time: 3067.48 ms [2021-03-05 08:10:43 main:581] : INFO : Epoch 1606 | loss: 0.0311584 | val_loss: 0.0311715 | Time: 2984.73 ms [2021-03-05 08:10:46 main:581] : INFO : Epoch 1607 | loss: 0.031159 | val_loss: 0.0311708 | Time: 3031.28 ms [2021-03-05 08:10:49 main:581] : INFO : Epoch 1608 | loss: 0.0311587 | val_loss: 0.0311698 | Time: 2991.57 ms [2021-03-05 08:10:52 main:581] : INFO : Epoch 1609 | loss: 0.031158 | val_loss: 0.0311755 | Time: 2999.58 ms [2021-03-05 08:10:55 main:581] : INFO : Epoch 1610 | loss: 0.0311615 | val_loss: 0.0311709 | Time: 3035.02 ms [2021-03-05 08:10:58 main:581] : INFO : Epoch 1611 | loss: 0.0311586 | val_loss: 0.0311707 | Time: 3033.54 ms [2021-03-05 08:11:01 main:581] : INFO : Epoch 1612 | loss: 0.0311577 | val_loss: 0.0311722 | Time: 3011.39 ms [2021-03-05 08:11:04 main:581] : INFO : Epoch 1613 | loss: 0.0311587 | val_loss: 0.0311699 | Time: 2999.81 ms [2021-03-05 08:11:07 main:581] : INFO : Epoch 1614 | loss: 0.031159 | val_loss: 0.0311661 | Time: 3015.81 ms [2021-03-05 08:11:10 main:581] : INFO : Epoch 1615 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 3041.1 ms [2021-03-05 08:11:13 main:581] : INFO : Epoch 1616 | loss: 0.0311547 | val_loss: 0.0311664 | Time: 3068.12 ms [2021-03-05 08:11:16 main:581] : INFO : Epoch 1617 | loss: 0.0311548 | val_loss: 0.031168 | Time: 3101.34 ms [2021-03-05 08:11:19 main:581] : INFO : Epoch 1618 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 3096.91 ms [2021-03-05 08:11:22 main:581] : INFO : Epoch 1619 | loss: 0.0311557 | val_loss: 0.0311706 | Time: 3137.99 ms [2021-03-05 08:11:25 main:581] : INFO : Epoch 1620 | loss: 0.0311532 | val_loss: 0.0311723 | Time: 3115.73 ms [2021-03-05 08:11:28 main:581] : INFO : Epoch 1621 | loss: 0.031154 | val_loss: 0.0311722 | Time: 3060.67 ms [2021-03-05 08:11:31 main:581] : INFO : Epoch 1622 | loss: 0.0311531 | val_loss: 0.0311705 | Time: 3044.35 ms [2021-03-05 08:11:35 main:581] : INFO : Epoch 1623 | loss: 0.0311527 | val_loss: 0.0311709 | Time: 3048.44 ms [2021-03-05 08:11:38 main:581] : INFO : Epoch 1624 | loss: 0.0311508 | val_loss: 0.0311681 | Time: 3061.62 ms [2021-03-05 08:11:41 main:581] : INFO : Epoch 1625 | loss: 0.0311492 | val_loss: 0.0311712 | Time: 3057.39 ms [2021-03-05 08:11:44 main:581] : INFO : Epoch 1626 | loss: 0.0311503 | val_loss: 0.0311725 | Time: 3067.45 ms [2021-03-05 08:11:47 main:581] : INFO : Epoch 1627 | loss: 0.0311496 | val_loss: 0.0311707 | Time: 3064.16 ms [2021-03-05 08:11:50 main:581] : INFO : Epoch 1628 | loss: 0.0311492 | val_loss: 0.0311734 | Time: 3048.96 ms [2021-03-05 08:11:53 main:581] : INFO : Epoch 1629 | loss: 0.0311489 | val_loss: 0.0311724 | Time: 3034.43 ms [2021-03-05 08:11:56 main:581] : INFO : Epoch 1630 | loss: 0.031151 | val_loss: 0.0311692 | Time: 2967.54 ms [2021-03-05 08:11:59 main:581] : INFO : Epoch 1631 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 3007.42 ms [2021-03-05 08:12:02 main:581] : INFO : Epoch 1632 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 2967.04 ms [2021-03-05 08:12:05 main:581] : INFO : Epoch 1633 | loss: 0.0311534 | val_loss: 0.0311675 | Time: 2984.83 ms [2021-03-05 08:12:08 main:581] : INFO : Epoch 1634 | loss: 0.0311518 | val_loss: 0.0311689 | Time: 2996.34 ms [2021-03-05 08:12:11 main:581] : INFO : Epoch 1635 | loss: 0.0311548 | val_loss: 0.0311699 | Time: 3008.39 ms [2021-03-05 08:12:14 main:581] : INFO : Epoch 1636 | loss: 0.0311555 | val_loss: 0.0311719 | Time: 3016.25 ms [2021-03-05 08:12:17 main:581] : INFO : Epoch 1637 | loss: 0.0311526 | val_loss: 0.0311712 | Time: 2987.89 ms [2021-03-05 08:12:20 main:581] : INFO : Epoch 1638 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 3008.74 ms [2021-03-05 08:12:23 main:581] : INFO : Epoch 1639 | loss: 0.0311525 | val_loss: 0.0311719 | Time: 2999.85 ms [2021-03-05 08:12:26 main:581] : INFO : Epoch 1640 | loss: 0.0311501 | val_loss: 0.0311708 | Time: 2980.02 ms [2021-03-05 08:12:29 main:581] : INFO : Epoch 1641 | loss: 0.0311476 | val_loss: 0.0311721 | Time: 2982.58 ms [2021-03-05 08:12:32 main:581] : INFO : Epoch 1642 | loss: 0.0311492 | val_loss: 0.0311758 | Time: 2989.89 ms [2021-03-05 08:12:35 main:581] : INFO : Epoch 1643 | loss: 0.0311509 | val_loss: 0.0311761 | Time: 3037.29 ms [2021-03-05 08:12:38 main:581] : INFO : Epoch 1644 | loss: 0.0311509 | val_loss: 0.0311741 | Time: 3009.31 ms [2021-03-05 08:12:41 main:581] : INFO : Epoch 1645 | loss: 0.031154 | val_loss: 0.0311765 | Time: 3010.76 ms [2021-03-05 08:12:44 main:581] : INFO : Epoch 1646 | loss: 0.0311531 | val_loss: 0.0311699 | Time: 3007.84 ms [2021-03-05 08:12:47 main:581] : INFO : Epoch 1647 | loss: 0.0311518 | val_loss: 0.0311736 | Time: 2988.37 ms [2021-03-05 08:12:50 main:581] : INFO : Epoch 1648 | loss: 0.0311504 | val_loss: 0.0311698 | Time: 3002.62 ms [2021-03-05 08:12:53 main:581] : INFO : Epoch 1649 | loss: 0.0311501 | val_loss: 0.0311805 | Time: 2959.74 ms [2021-03-05 08:12:56 main:581] : INFO : Epoch 1650 | loss: 0.0311521 | val_loss: 0.0311792 | Time: 2958.56 ms [2021-03-05 08:12:59 main:581] : INFO : Epoch 1651 | loss: 0.0311519 | val_loss: 0.031186 | Time: 2958.37 ms [2021-03-05 08:13:02 main:581] : INFO : Epoch 1652 | loss: 0.0311524 | val_loss: 0.0311746 | Time: 2989.91 ms [2021-03-05 08:13:05 main:581] : INFO : Epoch 1653 | loss: 0.0311492 | val_loss: 0.0311733 | Time: 2985.56 ms [2021-03-05 08:13:08 main:581] : INFO : Epoch 1654 | loss: 0.0311472 | val_loss: 0.0311744 | Time: 2952.85 ms [2021-03-05 08:13:11 main:581] : INFO : Epoch 1655 | loss: 0.0311487 | val_loss: 0.0311742 | Time: 3000.63 ms [2021-03-05 08:13:14 main:581] : INFO : Epoch 1656 | loss: 0.0311488 | val_loss: 0.0311707 | Time: 2993.36 ms [2021-03-05 08:13:17 main:581] : INFO : Epoch 1657 | loss: 0.031147 | val_loss: 0.03117 | Time: 2975.61 ms [2021-03-05 08:13:20 main:581] : INFO : Epoch 1658 | loss: 0.0311474 | val_loss: 0.0311721 | Time: 2991.34 ms [2021-03-05 08:13:23 main:581] : INFO : Epoch 1659 | loss: 0.0311461 | val_loss: 0.031169 | Time: 2976.64 ms [2021-03-05 08:13:26 main:581] : INFO : Epoch 1660 | loss: 0.0311472 | val_loss: 0.031168 | Time: 3018.67 ms [2021-03-05 08:13:29 main:581] : INFO : Epoch 1661 | loss: 0.0311471 | val_loss: 0.0311734 | Time: 3002.07 ms [2021-03-05 08:13:32 main:581] : INFO : Epoch 1662 | loss: 0.031158 | val_loss: 0.0311785 | Time: 2962.17 ms [2021-03-05 08:13:35 main:581] : INFO : Epoch 1663 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 2957.64 ms [2021-03-05 08:13:38 main:581] : INFO : Epoch 1664 | loss: 0.0311566 | val_loss: 0.031174 | Time: 2970.02 ms [2021-03-05 08:13:40 main:581] : INFO : Epoch 1665 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 2938.34 ms [2021-03-05 08:13:43 main:581] : INFO : Epoch 1666 | loss: 0.0311551 | val_loss: 0.0311726 | Time: 2984.04 ms [2021-03-05 08:13:46 main:581] : INFO : Epoch 1667 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 2996.92 ms [2021-03-05 08:13:49 main:581] : INFO : Epoch 1668 | loss: 0.0311514 | val_loss: 0.031174 | Time: 2988.16 ms [2021-03-05 08:13:52 main:581] : INFO : Epoch 1669 | loss: 0.0311533 | val_loss: 0.0311682 | Time: 3004.35 ms [2021-03-05 08:13:55 main:581] : INFO : Epoch 1670 | loss: 0.0311515 | val_loss: 0.0311684 | Time: 3010.65 ms [2021-03-05 08:13:59 main:581] : INFO : Epoch 1671 | loss: 0.0311532 | val_loss: 0.0311686 | Time: 3016.97 ms [2021-03-05 08:14:02 main:581] : INFO : Epoch 1672 | loss: 0.0311524 | val_loss: 0.0311711 | Time: 2995.94 ms [2021-03-05 08:14:05 main:581] : INFO : Epoch 1673 | loss: 0.0311503 | val_loss: 0.0311696 | Time: 3035.56 ms [2021-03-05 08:14:08 main:581] : INFO : Epoch 1674 | loss: 0.0311488 | val_loss: 0.031173 | Time: 2979.2 ms [2021-03-05 08:14:11 main:581] : INFO : Epoch 1675 | loss: 0.0311483 | val_loss: 0.031171 | Time: 3003.5 ms [2021-03-05 08:14:14 main:581] : INFO : Epoch 1676 | loss: 0.0311488 | val_loss: 0.0311777 | Time: 2992.95 ms [2021-03-05 08:14:17 main:581] : INFO : Epoch 1677 | loss: 0.0311486 | val_loss: 0.0311718 | Time: 3004.82 ms [2021-03-05 08:14:20 main:581] : INFO : Epoch 1678 | loss: 0.0311444 | val_loss: 0.0311702 | Time: 3004.92 ms [2021-03-05 08:14:23 main:581] : INFO : Epoch 1679 | loss: 0.0311455 | val_loss: 0.0311704 | Time: 2984.51 ms [2021-03-05 08:14:26 main:581] : INFO : Epoch 1680 | loss: 0.0311434 | val_loss: 0.0311702 | Time: 2998.86 ms [2021-03-05 08:14:29 main:581] : INFO : Epoch 1681 | loss: 0.0311441 | val_loss: 0.0311686 | Time: 3027.47 ms [2021-03-05 08:14:32 main:581] : INFO : Epoch 1682 | loss: 0.0311498 | val_loss: 0.0311737 | Time: 2980.19 ms [2021-03-05 08:14:34 main:581] : INFO : Epoch 1683 | loss: 0.0311519 | val_loss: 0.0311706 | Time: 2945.65 ms [2021-03-05 08:14:37 main:581] : INFO : Epoch 1684 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 3012.66 ms [2021-03-05 08:14:40 main:581] : INFO : Epoch 1685 | loss: 0.0311482 | val_loss: 0.0311659 | Time: 2984.57 ms [2021-03-05 08:14:43 main:581] : INFO : Epoch 1686 | loss: 0.0311468 | val_loss: 0.0311699 | Time: 2978.04 ms [2021-03-05 08:14:46 main:581] : INFO : Epoch 1687 | loss: 0.031146 | val_loss: 0.031172 | Time: 2960.15 ms [2021-03-05 08:14:49 main:581] : INFO : Epoch 1688 | loss: 0.0311478 | val_loss: 0.0311714 | Time: 2967.95 ms [2021-03-05 08:14:52 main:581] : INFO : Epoch 1689 | loss: 0.031144 | val_loss: 0.0311718 | Time: 2954.75 ms [2021-03-05 08:14:55 main:581] : INFO : Epoch 1690 | loss: 0.0311455 | val_loss: 0.031169 | Time: 2966.44 ms [2021-03-05 08:14:58 main:581] : INFO : Epoch 1691 | loss: 0.031146 | val_loss: 0.0311684 | Time: 2984.72 ms [2021-03-05 08:15:01 main:581] : INFO : Epoch 1692 | loss: 0.0311429 | val_loss: 0.0311735 | Time: 3005.62 ms [2021-03-05 08:15:04 main:581] : INFO : Epoch 1693 | loss: 0.031145 | val_loss: 0.0311689 | Time: 2992.85 ms [2021-03-05 08:15:07 main:581] : INFO : Epoch 1694 | loss: 0.0311464 | val_loss: 0.0311715 | Time: 3007.46 ms [2021-03-05 08:15:10 main:581] : INFO : Epoch 1695 | loss: 0.0311484 | val_loss: 0.031172 | Time: 2985.64 ms [2021-03-05 08:15:13 main:581] : INFO : Epoch 1696 | loss: 0.0311462 | val_loss: 0.0311767 | Time: 2970.2 ms [2021-03-05 08:15:16 main:581] : INFO : Epoch 1697 | loss: 0.0311504 | val_loss: 0.0311861 | Time: 2978.73 ms [2021-03-05 08:15:19 main:581] : INFO : Epoch 1698 | loss: 0.0311473 | val_loss: 0.0311726 | Time: 2990.03 ms [2021-03-05 08:15:22 main:581] : INFO : Epoch 1699 | loss: 0.0311465 | val_loss: 0.0311747 | Time: 2982.95 ms [2021-03-05 08:15:25 main:581] : INFO : Epoch 1700 | loss: 0.0311442 | val_loss: 0.0311701 | Time: 2975.84 ms [2021-03-05 08:15:28 main:581] : INFO : Epoch 1701 | loss: 0.0311406 | val_loss: 0.0311721 | Time: 2951.95 ms [2021-03-05 08:15:31 main:581] : INFO : Epoch 1702 | loss: 0.0311449 | val_loss: 0.0311777 | Time: 2980.33 ms [2021-03-05 08:15:34 main:581] : INFO : Epoch 1703 | loss: 0.031145 | val_loss: 0.0311718 | Time: 3005.51 ms [2021-03-05 08:15:37 main:581] : INFO : Epoch 1704 | loss: 0.0311458 | val_loss: 0.0311711 | Time: 3002.54 ms [2021-03-05 08:15:40 main:581] : INFO : Epoch 1705 | loss: 0.0311462 | val_loss: 0.0311675 | Time: 2975.86 ms [2021-03-05 08:15:43 main:581] : INFO : Epoch 1706 | loss: 0.0311437 | val_loss: 0.0311687 | Time: 2958.55 ms [2021-03-05 08:15:46 main:581] : INFO : Epoch 1707 | loss: 0.031142 | val_loss: 0.0311685 | Time: 2979.9 ms [2021-03-05 08:15:49 main:581] : INFO : Epoch 1708 | loss: 0.0311414 | val_loss: 0.0311714 | Time: 2999.55 ms [2021-03-05 08:15:52 main:581] : INFO : Epoch 1709 | loss: 0.0311417 | val_loss: 0.03117 | Time: 2968.99 ms [2021-03-05 08:15:55 main:581] : INFO : Epoch 1710 | loss: 0.031146 | val_loss: 0.0311671 | Time: 2989.62 ms [2021-03-05 08:15:58 main:581] : INFO : Epoch 1711 | loss: 0.0311434 | val_loss: 0.0311733 | Time: 2976.92 ms [2021-03-05 08:16:01 main:581] : INFO : Epoch 1712 | loss: 0.0311448 | val_loss: 0.0311728 | Time: 2974.49 ms [2021-03-05 08:16:04 main:581] : INFO : Epoch 1713 | loss: 0.0311508 | val_loss: 0.0311755 | Time: 2966.33 ms [2021-03-05 08:16:07 main:581] : INFO : Epoch 1714 | loss: 0.0311509 | val_loss: 0.0311717 | Time: 2969.59 ms [2021-03-05 08:16:10 main:581] : INFO : Epoch 1715 | loss: 0.0311478 | val_loss: 0.0311682 | Time: 2963.84 ms [2021-03-05 08:16:13 main:581] : INFO : Epoch 1716 | loss: 0.0311502 | val_loss: 0.0311695 | Time: 2965.19 ms [2021-03-05 08:16:16 main:581] : INFO : Epoch 1717 | loss: 0.0311474 | val_loss: 0.0311707 | Time: 2976.5 ms [2021-03-05 08:16:19 main:581] : INFO : Epoch 1718 | loss: 0.031146 | val_loss: 0.0311687 | Time: 2959.28 ms [2021-03-05 08:16:22 main:581] : INFO : Epoch 1719 | loss: 0.0311451 | val_loss: 0.0311714 | Time: 2978.91 ms [2021-03-05 08:16:25 main:581] : INFO : Epoch 1720 | loss: 0.031145 | val_loss: 0.0311694 | Time: 2974.07 ms [2021-03-05 08:16:28 main:581] : INFO : Epoch 1721 | loss: 0.0311416 | val_loss: 0.0311721 | Time: 2994.52 ms [2021-03-05 08:16:31 main:581] : INFO : Epoch 1722 | loss: 0.031142 | val_loss: 0.031169 | Time: 3015.93 ms [2021-03-05 08:16:34 main:581] : INFO : Epoch 1723 | loss: 0.0311444 | val_loss: 0.0311688 | Time: 3002.7 ms [2021-03-05 08:16:37 main:581] : INFO : Epoch 1724 | loss: 0.0311454 | val_loss: 0.0311667 | Time: 2973.89 ms [2021-03-05 08:16:40 main:581] : INFO : Epoch 1725 | loss: 0.0311461 | val_loss: 0.0311689 | Time: 2965 ms [2021-03-05 08:16:43 main:581] : INFO : Epoch 1726 | loss: 0.0311449 | val_loss: 0.0311678 | Time: 2999.54 ms [2021-03-05 08:16:46 main:581] : INFO : Epoch 1727 | loss: 0.0311419 | val_loss: 0.0311651 | Time: 2985.31 ms [2021-03-05 08:16:49 main:581] : INFO : Epoch 1728 | loss: 0.031142 | val_loss: 0.031169 | Time: 2973.51 ms [2021-03-05 08:16:52 main:581] : INFO : Epoch 1729 | loss: 0.0311433 | val_loss: 0.0311648 | Time: 2973.06 ms [2021-03-05 08:16:55 main:581] : INFO : Epoch 1730 | loss: 0.0311429 | val_loss: 0.0311631 | Time: 2951.42 ms [2021-03-05 08:16:58 main:581] : INFO : Epoch 1731 | loss: 0.0311441 | val_loss: 0.0311684 | Time: 2962.71 ms [2021-03-05 08:17:01 main:581] : INFO : Epoch 1732 | loss: 0.0311479 | val_loss: 0.0311723 | Time: 2972.43 ms [2021-03-05 08:17:04 main:581] : INFO : Epoch 1733 | loss: 0.0311487 | val_loss: 0.0311731 | Time: 3035.56 ms [2021-03-05 08:17:07 main:581] : INFO : Epoch 1734 | loss: 0.031154 | val_loss: 0.0311732 | Time: 2960.97 ms [2021-03-05 08:17:09 main:581] : INFO : Epoch 1735 | loss: 0.0311529 | val_loss: 0.0311735 | Time: 2939.1 ms [2021-03-05 08:17:12 main:581] : INFO : Epoch 1736 | loss: 0.0311504 | val_loss: 0.0311668 | Time: 2951.77 ms [2021-03-05 08:17:15 main:581] : INFO : Epoch 1737 | loss: 0.0311476 | val_loss: 0.031173 | Time: 2945.3 ms [2021-03-05 08:17:18 main:581] : INFO : Epoch 1738 | loss: 0.031146 | val_loss: 0.0311699 | Time: 2901.86 ms [2021-03-05 08:17:21 main:581] : INFO : Epoch 1739 | loss: 0.0311435 | val_loss: 0.0311662 | Time: 2908.92 ms [2021-03-05 08:17:24 main:581] : INFO : Epoch 1740 | loss: 0.0311434 | val_loss: 0.0311683 | Time: 2911.81 ms [2021-03-05 08:17:27 main:581] : INFO : Epoch 1741 | loss: 0.0311458 | val_loss: 0.0311663 | Time: 2919.97 ms [2021-03-05 08:17:30 main:581] : INFO : Epoch 1742 | loss: 0.0311452 | val_loss: 0.0311685 | Time: 2943.65 ms [2021-03-05 08:17:33 main:581] : INFO : Epoch 1743 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 2948.63 ms [2021-03-05 08:17:36 main:581] : INFO : Epoch 1744 | loss: 0.0311403 | val_loss: 0.0311647 | Time: 2956.73 ms [2021-03-05 08:17:39 main:581] : INFO : Epoch 1745 | loss: 0.0311395 | val_loss: 0.0311661 | Time: 2942.48 ms [2021-03-05 08:17:42 main:581] : INFO : Epoch 1746 | loss: 0.0311412 | val_loss: 0.0311702 | Time: 2916.68 ms [2021-03-05 08:17:45 main:581] : INFO : Epoch 1747 | loss: 0.0311408 | val_loss: 0.0311655 | Time: 2935.6 ms [2021-03-05 08:17:48 main:581] : INFO : Epoch 1748 | loss: 0.0311405 | val_loss: 0.031169 | Time: 2936 ms [2021-03-05 08:17:50 main:581] : INFO : Epoch 1749 | loss: 0.031143 | val_loss: 0.0311699 | Time: 2930.63 ms [2021-03-05 08:17:53 main:581] : INFO : Epoch 1750 | loss: 0.0311405 | val_loss: 0.0311687 | Time: 2941.37 ms [2021-03-05 08:17:56 main:581] : INFO : Epoch 1751 | loss: 0.0311381 | val_loss: 0.0311678 | Time: 2940.64 ms [2021-03-05 08:17:59 main:581] : INFO : Epoch 1752 | loss: 0.0311381 | val_loss: 0.03117 | Time: 2921.39 ms [2021-03-05 08:18:02 main:581] : INFO : Epoch 1753 | loss: 0.0311412 | val_loss: 0.0311703 | Time: 2914.66 ms [2021-03-05 08:18:05 main:581] : INFO : Epoch 1754 | loss: 0.0311374 | val_loss: 0.0311652 | Time: 2908.58 ms [2021-03-05 08:18:08 main:581] : INFO : Epoch 1755 | loss: 0.0311391 | val_loss: 0.0311712 | Time: 2928.7 ms [2021-03-05 08:18:11 main:581] : INFO : Epoch 1756 | loss: 0.0311414 | val_loss: 0.0311734 | Time: 2930.08 ms [2021-03-05 08:18:14 main:581] : INFO : Epoch 1757 | loss: 0.0311427 | val_loss: 0.0311717 | Time: 2924.48 ms [2021-03-05 08:18:17 main:581] : INFO : Epoch 1758 | loss: 0.0311461 | val_loss: 0.0311693 | Time: 2905.88 ms [2021-03-05 08:18:20 main:581] : INFO : Epoch 1759 | loss: 0.0311446 | val_loss: 0.0311758 | Time: 2918.22 ms [2021-03-05 08:18:23 main:581] : INFO : Epoch 1760 | loss: 0.031143 | val_loss: 0.0311667 | Time: 2939.42 ms [2021-03-05 08:18:26 main:581] : INFO : Epoch 1761 | loss: 0.03114 | val_loss: 0.0311692 | Time: 2922.76 ms [2021-03-05 08:18:28 main:581] : INFO : Epoch 1762 | loss: 0.0311382 | val_loss: 0.0311725 | Time: 2899.05 ms [2021-03-05 08:18:31 main:581] : INFO : Epoch 1763 | loss: 0.0311376 | val_loss: 0.0311686 | Time: 2932.21 ms [2021-03-05 08:18:34 main:581] : INFO : Epoch 1764 | loss: 0.0311376 | val_loss: 0.0311695 | Time: 2923.04 ms [2021-03-05 08:18:37 main:581] : INFO : Epoch 1765 | loss: 0.0311352 | val_loss: 0.0311671 | Time: 2917.56 ms [2021-03-05 08:18:40 main:581] : INFO : Epoch 1766 | loss: 0.0311355 | val_loss: 0.0311698 | Time: 2927.98 ms [2021-03-05 08:18:43 main:581] : INFO : Epoch 1767 | loss: 0.0311402 | val_loss: 0.0311654 | Time: 2919.84 ms [2021-03-05 08:18:46 main:581] : INFO : Epoch 1768 | loss: 0.0311435 | val_loss: 0.0311727 | Time: 2926.28 ms [2021-03-05 08:18:49 main:581] : INFO : Epoch 1769 | loss: 0.0311364 | val_loss: 0.0311657 | Time: 2917.02 ms [2021-03-05 08:18:52 main:581] : INFO : Epoch 1770 | loss: 0.031135 | val_loss: 0.0311645 | Time: 2949.28 ms [2021-03-05 08:18:55 main:581] : INFO : Epoch 1771 | loss: 0.0311408 | val_loss: 0.0311685 | Time: 2929.62 ms [2021-03-05 08:18:58 main:581] : INFO : Epoch 1772 | loss: 0.031141 | val_loss: 0.0311681 | Time: 2944.09 ms [2021-03-05 08:19:01 main:581] : INFO : Epoch 1773 | loss: 0.0311378 | val_loss: 0.0311692 | Time: 2959.52 ms [2021-03-05 08:19:04 main:581] : INFO : Epoch 1774 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 2945.81 ms [2021-03-05 08:19:07 main:581] : INFO : Epoch 1775 | loss: 0.0311368 | val_loss: 0.0311675 | Time: 2944.84 ms [2021-03-05 08:19:10 main:581] : INFO : Epoch 1776 | loss: 0.0311336 | val_loss: 0.0311657 | Time: 2930.95 ms [2021-03-05 08:19:12 main:581] : INFO : Epoch 1777 | loss: 0.0311348 | val_loss: 0.0311692 | Time: 2890.72 ms [2021-03-05 08:19:15 main:581] : INFO : Epoch 1778 | loss: 0.0311379 | val_loss: 0.0311647 | Time: 2967.6 ms [2021-03-05 08:19:18 main:581] : INFO : Epoch 1779 | loss: 0.0311343 | val_loss: 0.0311622 | Time: 2948.04 ms [2021-03-05 08:19:21 main:581] : INFO : Epoch 1780 | loss: 0.0311336 | val_loss: 0.0311696 | Time: 2938.5 ms [2021-03-05 08:19:24 main:581] : INFO : Epoch 1781 | loss: 0.0311346 | val_loss: 0.031166 | Time: 2942.41 ms [2021-03-05 08:19:27 main:581] : INFO : Epoch 1782 | loss: 0.0311332 | val_loss: 0.0311669 | Time: 2940.19 ms [2021-03-05 08:19:30 main:581] : INFO : Epoch 1783 | loss: 0.0311341 | val_loss: 0.0311684 | Time: 2934.58 ms [2021-03-05 08:19:33 main:581] : INFO : Epoch 1784 | loss: 0.0311378 | val_loss: 0.0311753 | Time: 2933.38 ms [2021-03-05 08:19:36 main:581] : INFO : Epoch 1785 | loss: 0.0311476 | val_loss: 0.0311683 | Time: 2920.32 ms [2021-03-05 08:19:39 main:581] : INFO : Epoch 1786 | loss: 0.0311385 | val_loss: 0.0311675 | Time: 2914.24 ms [2021-03-05 08:19:42 main:581] : INFO : Epoch 1787 | loss: 0.0311377 | val_loss: 0.0311706 | Time: 2895.08 ms [2021-03-05 08:19:45 main:581] : INFO : Epoch 1788 | loss: 0.0311384 | val_loss: 0.0311772 | Time: 2922.06 ms [2021-03-05 08:19:48 main:581] : INFO : Epoch 1789 | loss: 0.0311344 | val_loss: 0.0311673 | Time: 2919.05 ms [2021-03-05 08:19:51 main:581] : INFO : Epoch 1790 | loss: 0.0311318 | val_loss: 0.0311697 | Time: 2934.82 ms [2021-03-05 08:19:54 main:581] : INFO : Epoch 1791 | loss: 0.0311315 | val_loss: 0.0311699 | Time: 2931.91 ms [2021-03-05 08:19:56 main:581] : INFO : Epoch 1792 | loss: 0.0311316 | val_loss: 0.031164 | Time: 2961.28 ms [2021-03-05 08:19:59 main:581] : INFO : Epoch 1793 | loss: 0.0311314 | val_loss: 0.0311666 | Time: 2942.73 ms [2021-03-05 08:20:02 main:581] : INFO : Epoch 1794 | loss: 0.0311341 | val_loss: 0.0311707 | Time: 2938.13 ms [2021-03-05 08:20:05 main:581] : INFO : Epoch 1795 | loss: 0.031133 | val_loss: 0.0311654 | Time: 2952.89 ms [2021-03-05 08:20:08 main:581] : INFO : Epoch 1796 | loss: 0.0311363 | val_loss: 0.0311668 | Time: 2948.07 ms [2021-03-05 08:20:11 main:581] : INFO : Epoch 1797 | loss: 0.031136 | val_loss: 0.0311657 | Time: 2951.94 ms [2021-03-05 08:20:14 main:581] : INFO : Epoch 1798 | loss: 0.031134 | val_loss: 0.0311667 | Time: 2929.76 ms [2021-03-05 08:20:17 main:581] : INFO : Epoch 1799 | loss: 0.0311368 | val_loss: 0.0311678 | Time: 2965.52 ms [2021-03-05 08:20:20 main:581] : INFO : Epoch 1800 | loss: 0.0311375 | val_loss: 0.0311683 | Time: 2972.03 ms [2021-03-05 08:20:23 main:581] : INFO : Epoch 1801 | loss: 0.0311366 | val_loss: 0.0311637 | Time: 2943.6 ms [2021-03-05 08:20:26 main:581] : INFO : Epoch 1802 | loss: 0.031141 | val_loss: 0.0311623 | Time: 2960.81 ms [2021-03-05 08:20:29 main:581] : INFO : Epoch 1803 | loss: 0.0311351 | val_loss: 0.0311651 | Time: 2933.35 ms [2021-03-05 08:20:32 main:581] : INFO : Epoch 1804 | loss: 0.0311381 | val_loss: 0.0311648 | Time: 2931.71 ms [2021-03-05 08:20:35 main:581] : INFO : Epoch 1805 | loss: 0.0311391 | val_loss: 0.0311631 | Time: 2945.84 ms [2021-03-05 08:20:38 main:581] : INFO : Epoch 1806 | loss: 0.0311368 | val_loss: 0.0311622 | Time: 2950.55 ms [2021-03-05 08:20:41 main:581] : INFO : Epoch 1807 | loss: 0.0311359 | val_loss: 0.0311646 | Time: 2942.9 ms [2021-03-05 08:20:44 main:581] : INFO : Epoch 1808 | loss: 0.0311374 | val_loss: 0.0311627 | Time: 2958.1 ms [2021-03-05 08:20:47 main:581] : INFO : Epoch 1809 | loss: 0.0311363 | val_loss: 0.0311612 | Time: 2935.79 ms [2021-03-05 08:20:50 main:581] : INFO : Epoch 1810 | loss: 0.031138 | val_loss: 0.0311649 | Time: 2922.04 ms [2021-03-05 08:20:52 main:581] : INFO : Epoch 1811 | loss: 0.0311415 | val_loss: 0.0311674 | Time: 2945.86 ms [2021-03-05 08:20:55 main:581] : INFO : Epoch 1812 | loss: 0.031137 | val_loss: 0.0311664 | Time: 2921.35 ms [2021-03-05 08:20:58 main:581] : INFO : Epoch 1813 | loss: 0.0311376 | val_loss: 0.0311682 | Time: 2929.34 ms [2021-03-05 08:21:01 main:581] : INFO : Epoch 1814 | loss: 0.031136 | val_loss: 0.0311702 | Time: 2959.48 ms [2021-03-05 08:21:04 main:581] : INFO : Epoch 1815 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 2940.23 ms [2021-03-05 08:21:07 main:581] : INFO : Epoch 1816 | loss: 0.0311442 | val_loss: 0.0311746 | Time: 2960.59 ms [2021-03-05 08:21:10 main:581] : INFO : Epoch 1817 | loss: 0.0311519 | val_loss: 0.0311681 | Time: 2926.52 ms [2021-03-05 08:21:13 main:581] : INFO : Epoch 1818 | loss: 0.0311453 | val_loss: 0.031168 | Time: 2922.94 ms [2021-03-05 08:21:16 main:581] : INFO : Epoch 1819 | loss: 0.0311412 | val_loss: 0.0311664 | Time: 2934.61 ms [2021-03-05 08:21:19 main:581] : INFO : Epoch 1820 | loss: 0.0311416 | val_loss: 0.0311704 | Time: 2925.94 ms [2021-03-05 08:21:22 main:581] : INFO : Epoch 1821 | loss: 0.0311459 | val_loss: 0.0311725 | Time: 2933.01 ms [2021-03-05 08:21:25 main:581] : INFO : Epoch 1822 | loss: 0.0311473 | val_loss: 0.0311678 | Time: 2926.61 ms [2021-03-05 08:21:28 main:581] : INFO : Epoch 1823 | loss: 0.031142 | val_loss: 0.0311654 | Time: 2925.11 ms [2021-03-05 08:21:31 main:581] : INFO : Epoch 1824 | loss: 0.0311389 | val_loss: 0.0311658 | Time: 2913.68 ms [2021-03-05 08:21:34 main:581] : INFO : Epoch 1825 | loss: 0.0311387 | val_loss: 0.0311644 | Time: 2922.97 ms [2021-03-05 08:21:36 main:581] : INFO : Epoch 1826 | loss: 0.0311386 | val_loss: 0.031168 | Time: 2941.51 ms [2021-03-05 08:21:39 main:581] : INFO : Epoch 1827 | loss: 0.0311355 | val_loss: 0.0311657 | Time: 2917.62 ms [2021-03-05 08:21:42 main:581] : INFO : Epoch 1828 | loss: 0.0311346 | val_loss: 0.0311642 | Time: 2940.58 ms [2021-03-05 08:21:45 main:581] : INFO : Epoch 1829 | loss: 0.0311337 | val_loss: 0.0311675 | Time: 2920.56 ms [2021-03-05 08:21:48 main:581] : INFO : Epoch 1830 | loss: 0.0311352 | val_loss: 0.0311645 | Time: 2917.52 ms [2021-03-05 08:21:51 main:581] : INFO : Epoch 1831 | loss: 0.0311334 | val_loss: 0.0311648 | Time: 2955.59 ms [2021-03-05 08:21:54 main:581] : INFO : Epoch 1832 | loss: 0.0311311 | val_loss: 0.0311623 | Time: 2933.24 ms [2021-03-05 08:21:57 main:581] : INFO : Epoch 1833 | loss: 0.0311352 | val_loss: 0.0311627 | Time: 2929.68 ms [2021-03-05 08:22:00 main:581] : INFO : Epoch 1834 | loss: 0.0311337 | val_loss: 0.0311626 | Time: 2939.26 ms [2021-03-05 08:22:03 main:581] : INFO : Epoch 1835 | loss: 0.031132 | val_loss: 0.031163 | Time: 2935.78 ms [2021-03-05 08:22:06 main:581] : INFO : Epoch 1836 | loss: 0.0311315 | val_loss: 0.0311669 | Time: 2910.59 ms [2021-03-05 08:22:09 main:581] : INFO : Epoch 1837 | loss: 0.0311333 | val_loss: 0.0311678 | Time: 2897.55 ms [2021-03-05 08:22:12 main:581] : INFO : Epoch 1838 | loss: 0.0311337 | val_loss: 0.0311675 | Time: 2926.63 ms [2021-03-05 08:22:15 main:581] : INFO : Epoch 1839 | loss: 0.031134 | val_loss: 0.0311678 | Time: 2947.09 ms [2021-03-05 08:22:18 main:581] : INFO : Epoch 1840 | loss: 0.0311356 | val_loss: 0.0311727 | Time: 2933.72 ms [2021-03-05 08:22:20 main:581] : INFO : Epoch 1841 | loss: 0.0311404 | val_loss: 0.0311737 | Time: 2929.95 ms [2021-03-05 08:22:23 main:581] : INFO : Epoch 1842 | loss: 0.0311497 | val_loss: 0.0311669 | Time: 2929.28 ms [2021-03-05 08:22:26 main:581] : INFO : Epoch 1843 | loss: 0.0311487 | val_loss: 0.0311658 | Time: 2932.09 ms [2021-03-05 08:22:29 main:581] : INFO : Epoch 1844 | loss: 0.0311414 | val_loss: 0.0311634 | Time: 2922.46 ms [2021-03-05 08:22:32 main:581] : INFO : Epoch 1845 | loss: 0.0311404 | val_loss: 0.0311628 | Time: 2928.02 ms [2021-03-05 08:22:35 main:581] : INFO : Epoch 1846 | loss: 0.0311388 | val_loss: 0.0311648 | Time: 2944.42 ms [2021-03-05 08:22:38 main:581] : INFO : Epoch 1847 | loss: 0.0311349 | val_loss: 0.0311627 | Time: 2937.24 ms [2021-03-05 08:22:41 main:581] : INFO : Epoch 1848 | loss: 0.0311331 | val_loss: 0.0311632 | Time: 2957.33 ms [2021-03-05 08:22:44 main:581] : INFO : Epoch 1849 | loss: 0.031131 | val_loss: 0.0311671 | Time: 2946.97 ms [2021-03-05 08:22:47 main:581] : INFO : Epoch 1850 | loss: 0.0311322 | val_loss: 0.0311706 | Time: 2920.55 ms [2021-03-05 08:22:50 main:581] : INFO : Epoch 1851 | loss: 0.0311351 | val_loss: 0.0311706 | Time: 2931.02 ms [2021-03-05 08:22:53 main:581] : INFO : Epoch 1852 | loss: 0.0311316 | val_loss: 0.031168 | Time: 2968.08 ms [2021-03-05 08:22:56 main:581] : INFO : Epoch 1853 | loss: 0.0311302 | val_loss: 0.0311673 | Time: 2947.2 ms [2021-03-05 08:22:59 main:581] : INFO : Epoch 1854 | loss: 0.0311295 | val_loss: 0.031169 | Time: 2931.89 ms [2021-03-05 08:23:02 main:581] : INFO : Epoch 1855 | loss: 0.031128 | val_loss: 0.0311665 | Time: 2921.71 ms [2021-03-05 08:23:05 main:581] : INFO : Epoch 1856 | loss: 0.0311287 | val_loss: 0.0311709 | Time: 2939.32 ms [2021-03-05 08:23:07 main:581] : INFO : Epoch 1857 | loss: 0.0311321 | val_loss: 0.0311709 | Time: 2938.1 ms [2021-03-05 08:23:10 main:581] : INFO : Epoch 1858 | loss: 0.0311314 | val_loss: 0.0311655 | Time: 2941.9 ms [2021-03-05 08:23:13 main:581] : INFO : Epoch 1859 | loss: 0.0311305 | val_loss: 0.0311702 | Time: 2948.46 ms [2021-03-05 08:23:16 main:581] : INFO : Epoch 1860 | loss: 0.0311311 | val_loss: 0.0311655 | Time: 2919.09 ms [2021-03-05 08:23:19 main:581] : INFO : Epoch 1861 | loss: 0.0311315 | val_loss: 0.0311677 | Time: 2949.89 ms [2021-03-05 08:23:22 main:581] : INFO : Epoch 1862 | loss: 0.0311318 | val_loss: 0.0311661 | Time: 2919.02 ms [2021-03-05 08:23:25 main:581] : INFO : Epoch 1863 | loss: 0.0311308 | val_loss: 0.0311657 | Time: 2918.2 ms [2021-03-05 08:23:28 main:581] : INFO : Epoch 1864 | loss: 0.0311304 | val_loss: 0.0311649 | Time: 2928.36 ms [2021-03-05 08:23:31 main:581] : INFO : Epoch 1865 | loss: 0.0311296 | val_loss: 0.0311665 | Time: 2947.74 ms [2021-03-05 08:23:34 main:581] : INFO : Epoch 1866 | loss: 0.0311309 | val_loss: 0.0311669 | Time: 2950.8 ms [2021-03-05 08:23:37 main:581] : INFO : Epoch 1867 | loss: 0.0311344 | val_loss: 0.0311664 | Time: 2945.78 ms [2021-03-05 08:23:40 main:581] : INFO : Epoch 1868 | loss: 0.0311313 | val_loss: 0.0311673 | Time: 2932.7 ms [2021-03-05 08:23:43 main:581] : INFO : Epoch 1869 | loss: 0.0311295 | val_loss: 0.0311705 | Time: 2926.72 ms [2021-03-05 08:23:46 main:581] : INFO : Epoch 1870 | loss: 0.0311317 | val_loss: 0.0311682 | Time: 2948.33 ms [2021-03-05 08:23:49 main:581] : INFO : Epoch 1871 | loss: 0.0311285 | val_loss: 0.0311711 | Time: 2931.94 ms [2021-03-05 08:23:52 main:581] : INFO : Epoch 1872 | loss: 0.0311302 | val_loss: 0.0311644 | Time: 2951.68 ms [2021-03-05 08:23:54 main:581] : INFO : Epoch 1873 | loss: 0.0311277 | val_loss: 0.0311678 | Time: 2942.44 ms [2021-03-05 08:23:57 main:581] : INFO : Epoch 1874 | loss: 0.0311267 | val_loss: 0.0311676 | Time: 2942.73 ms [2021-03-05 08:24:00 main:581] : INFO : Epoch 1875 | loss: 0.0311303 | val_loss: 0.0311671 | Time: 2941.2 ms [2021-03-05 08:24:03 main:581] : INFO : Epoch 1876 | loss: 0.0311293 | val_loss: 0.0311755 | Time: 2957.62 ms [2021-03-05 08:24:06 main:581] : INFO : Epoch 1877 | loss: 0.0311362 | val_loss: 0.0311693 | Time: 2913.31 ms [2021-03-05 08:24:09 main:581] : INFO : Epoch 1878 | loss: 0.0311368 | val_loss: 0.0311707 | Time: 2927.39 ms [2021-03-05 08:24:12 main:581] : INFO : Epoch 1879 | loss: 0.0311366 | val_loss: 0.0311657 | Time: 2967.68 ms [2021-03-05 08:24:15 main:581] : INFO : Epoch 1880 | loss: 0.0311552 | val_loss: 0.031192 | Time: 2951.82 ms [2021-03-05 08:24:18 main:581] : INFO : Epoch 1881 | loss: 0.0312027 | val_loss: 0.0312031 | Time: 2953.71 ms [2021-03-05 08:24:21 main:581] : INFO : Epoch 1882 | loss: 0.0312086 | val_loss: 0.0312067 | Time: 2931.4 ms [2021-03-05 08:24:24 main:581] : INFO : Epoch 1883 | loss: 0.0312041 | val_loss: 0.0311998 | Time: 2950.71 ms [2021-03-05 08:24:27 main:581] : INFO : Epoch 1884 | loss: 0.0312014 | val_loss: 0.0311963 | Time: 2966.52 ms [2021-03-05 08:24:30 main:581] : INFO : Epoch 1885 | loss: 0.0311991 | val_loss: 0.0311935 | Time: 2948.25 ms [2021-03-05 08:24:33 main:581] : INFO : Epoch 1886 | loss: 0.0311972 | val_loss: 0.0311933 | Time: 2931.08 ms [2021-03-05 08:24:36 main:581] : INFO : Epoch 1887 | loss: 0.0311972 | val_loss: 0.0311917 | Time: 2951.5 ms [2021-03-05 08:24:39 main:581] : INFO : Epoch 1888 | loss: 0.031196 | val_loss: 0.0311946 | Time: 2962.8 ms [2021-03-05 08:24:42 main:581] : INFO : Epoch 1889 | loss: 0.0311937 | val_loss: 0.031191 | Time: 2936.57 ms [2021-03-05 08:24:45 main:581] : INFO : Epoch 1890 | loss: 0.0311929 | val_loss: 0.031192 | Time: 2929.31 ms [2021-03-05 08:24:47 main:581] : INFO : Epoch 1891 | loss: 0.031192 | val_loss: 0.0311897 | Time: 2934.94 ms [2021-03-05 08:24:50 main:581] : INFO : Epoch 1892 | loss: 0.0311923 | val_loss: 0.0311892 | Time: 2951.89 ms [2021-03-05 08:24:53 main:581] : INFO : Epoch 1893 | loss: 0.0311907 | val_loss: 0.0311865 | Time: 2978.13 ms [2021-03-05 08:24:56 main:581] : INFO : Epoch 1894 | loss: 0.0311889 | val_loss: 0.0311897 | Time: 2928.69 ms [2021-03-05 08:24:59 main:581] : INFO : Epoch 1895 | loss: 0.0311869 | val_loss: 0.0311893 | Time: 2952.32 ms [2021-03-05 08:25:02 main:581] : INFO : Epoch 1896 | loss: 0.031185 | val_loss: 0.031185 | Time: 2946.05 ms [2021-03-05 08:25:05 main:581] : INFO : Epoch 1897 | loss: 0.031184 | val_loss: 0.0311841 | Time: 2942.92 ms [2021-03-05 08:25:08 main:581] : INFO : Epoch 1898 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 2934.98 ms [2021-03-05 08:25:11 main:581] : INFO : Epoch 1899 | loss: 0.0311823 | val_loss: 0.0311837 | Time: 2960.18 ms [2021-03-05 08:25:14 main:581] : INFO : Epoch 1900 | loss: 0.031182 | val_loss: 0.0311821 | Time: 2921.74 ms [2021-03-05 08:25:17 main:581] : INFO : Epoch 1901 | loss: 0.0311811 | val_loss: 0.0311819 | Time: 2939.21 ms [2021-03-05 08:25:20 main:581] : INFO : Epoch 1902 | loss: 0.031182 | val_loss: 0.0311834 | Time: 2962.44 ms [2021-03-05 08:25:23 main:581] : INFO : Epoch 1903 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 2972.5 ms [2021-03-05 08:25:26 main:581] : INFO : Epoch 1904 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 2955.04 ms [2021-03-05 08:25:29 main:581] : INFO : Epoch 1905 | loss: 0.0311797 | val_loss: 0.0311785 | Time: 2965.61 ms [2021-03-05 08:25:32 main:581] : INFO : Epoch 1906 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 2968.73 ms [2021-03-05 08:25:35 main:581] : INFO : Epoch 1907 | loss: 0.0311764 | val_loss: 0.0311772 | Time: 2925 ms [2021-03-05 08:25:38 main:581] : INFO : Epoch 1908 | loss: 0.0311762 | val_loss: 0.0311765 | Time: 2942.09 ms [2021-03-05 08:25:41 main:581] : INFO : Epoch 1909 | loss: 0.0311761 | val_loss: 0.0311766 | Time: 2952.43 ms [2021-03-05 08:25:44 main:581] : INFO : Epoch 1910 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 2961.49 ms [2021-03-05 08:25:46 main:581] : INFO : Epoch 1911 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 2935.4 ms [2021-03-05 08:25:49 main:581] : INFO : Epoch 1912 | loss: 0.031176 | val_loss: 0.0311771 | Time: 2937.07 ms [2021-03-05 08:25:52 main:581] : INFO : Epoch 1913 | loss: 0.0311769 | val_loss: 0.0311763 | Time: 2957.18 ms [2021-03-05 08:25:55 main:581] : INFO : Epoch 1914 | loss: 0.0311759 | val_loss: 0.0311768 | Time: 2963.17 ms [2021-03-05 08:25:58 main:581] : INFO : Epoch 1915 | loss: 0.0311751 | val_loss: 0.0311757 | Time: 2961.14 ms [2021-03-05 08:26:01 main:581] : INFO : Epoch 1916 | loss: 0.0311739 | val_loss: 0.031177 | Time: 2966.88 ms [2021-03-05 08:26:04 main:581] : INFO : Epoch 1917 | loss: 0.0311758 | val_loss: 0.0311772 | Time: 2965.16 ms [2021-03-05 08:26:07 main:581] : INFO : Epoch 1918 | loss: 0.0311749 | val_loss: 0.0311783 | Time: 2958.18 ms [2021-03-05 08:26:10 main:581] : INFO : Epoch 1919 | loss: 0.031174 | val_loss: 0.0311762 | Time: 2950.86 ms [2021-03-05 08:26:13 main:581] : INFO : Epoch 1920 | loss: 0.0311728 | val_loss: 0.031177 | Time: 2928.19 ms [2021-03-05 08:26:16 main:581] : INFO : Epoch 1921 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 2953.78 ms [2021-03-05 08:26:19 main:581] : INFO : Epoch 1922 | loss: 0.0311727 | val_loss: 0.0311764 | Time: 2970.2 ms [2021-03-05 08:26:22 main:581] : INFO : Epoch 1923 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 2957.45 ms [2021-03-05 08:26:25 main:581] : INFO : Epoch 1924 | loss: 0.0311745 | val_loss: 0.0311786 | Time: 2931.67 ms [2021-03-05 08:26:28 main:581] : INFO : Epoch 1925 | loss: 0.0311726 | val_loss: 0.031175 | Time: 2923.73 ms [2021-03-05 08:26:31 main:581] : INFO : Epoch 1926 | loss: 0.0311717 | val_loss: 0.031177 | Time: 2946.06 ms [2021-03-05 08:26:34 main:581] : INFO : Epoch 1927 | loss: 0.0311708 | val_loss: 0.0311817 | Time: 2940.29 ms [2021-03-05 08:26:37 main:581] : INFO : Epoch 1928 | loss: 0.0311713 | val_loss: 0.0311751 | Time: 2949.09 ms [2021-03-05 08:26:40 main:581] : INFO : Epoch 1929 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 2920.79 ms [2021-03-05 08:26:42 main:581] : INFO : Epoch 1930 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 2926.39 ms [2021-03-05 08:26:45 main:581] : INFO : Epoch 1931 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 2930.75 ms [2021-03-05 08:26:48 main:581] : INFO : Epoch 1932 | loss: 0.0311752 | val_loss: 0.0311788 | Time: 2930.77 ms [2021-03-05 08:26:51 main:581] : INFO : Epoch 1933 | loss: 0.0311794 | val_loss: 0.0311848 | Time: 2917.01 ms [2021-03-05 08:26:54 main:581] : INFO : Epoch 1934 | loss: 0.0317034 | val_loss: 0.0321209 | Time: 2961.93 ms [2021-03-05 08:26:57 main:581] : INFO : Epoch 1935 | loss: 0.0334808 | val_loss: 0.0319731 | Time: 2922.13 ms [2021-03-05 08:27:00 main:581] : INFO : Epoch 1936 | loss: 0.031524 | val_loss: 0.0312791 | Time: 2945.77 ms [2021-03-05 08:27:03 main:581] : INFO : Epoch 1937 | loss: 0.0312563 | val_loss: 0.0312168 | Time: 2930.28 ms [2021-03-05 08:27:06 main:581] : INFO : Epoch 1938 | loss: 0.0312076 | val_loss: 0.0311942 | Time: 2918.35 ms [2021-03-05 08:27:09 main:581] : INFO : Epoch 1939 | loss: 0.0311991 | val_loss: 0.0311908 | Time: 2926.11 ms [2021-03-05 08:27:12 main:581] : INFO : Epoch 1940 | loss: 0.0311947 | val_loss: 0.0311891 | Time: 2917.09 ms [2021-03-05 08:27:15 main:581] : INFO : Epoch 1941 | loss: 0.0311949 | val_loss: 0.0311888 | Time: 2926.02 ms [2021-03-05 08:27:18 main:581] : INFO : Epoch 1942 | loss: 0.0311924 | val_loss: 0.0311879 | Time: 2913.46 ms [2021-03-05 08:27:21 main:581] : INFO : Epoch 1943 | loss: 0.0311907 | val_loss: 0.031188 | Time: 2952.39 ms [2021-03-05 08:27:24 main:581] : INFO : Epoch 1944 | loss: 0.0311904 | val_loss: 0.0311875 | Time: 2959.98 ms [2021-03-05 08:27:27 main:581] : INFO : Epoch 1945 | loss: 0.0311907 | val_loss: 0.0311882 | Time: 2952.68 ms [2021-03-05 08:27:29 main:581] : INFO : Epoch 1946 | loss: 0.0311895 | val_loss: 0.0311867 | Time: 2954.28 ms [2021-03-05 08:27:32 main:581] : INFO : Epoch 1947 | loss: 0.0311886 | val_loss: 0.0311851 | Time: 2973.76 ms [2021-03-05 08:27:35 main:581] : INFO : Epoch 1948 | loss: 0.0311872 | val_loss: 0.031185 | Time: 2953.83 ms [2021-03-05 08:27:38 main:581] : INFO : Epoch 1949 | loss: 0.0311868 | val_loss: 0.0311856 | Time: 2938.61 ms [2021-03-05 08:27:41 main:581] : INFO : Epoch 1950 | loss: 0.0311864 | val_loss: 0.0311853 | Time: 2922.14 ms [2021-03-05 08:27:44 main:581] : INFO : Epoch 1951 | loss: 0.0311864 | val_loss: 0.0311845 | Time: 2943.27 ms [2021-03-05 08:27:47 main:581] : INFO : Epoch 1952 | loss: 0.0311854 | val_loss: 0.0311831 | Time: 2951.14 ms [2021-03-05 08:27:50 main:581] : INFO : Epoch 1953 | loss: 0.0311843 | val_loss: 0.0311851 | Time: 2930.53 ms [2021-03-05 08:27:53 main:581] : INFO : Epoch 1954 | loss: 0.0311838 | val_loss: 0.0311822 | Time: 2956.43 ms [2021-03-05 08:27:56 main:581] : INFO : Epoch 1955 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 2916.38 ms [2021-03-05 08:27:59 main:581] : INFO : Epoch 1956 | loss: 0.0311835 | val_loss: 0.0311823 | Time: 2956.1 ms [2021-03-05 08:28:02 main:581] : INFO : Epoch 1957 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 2957.94 ms [2021-03-05 08:28:05 main:581] : INFO : Epoch 1958 | loss: 0.0311816 | val_loss: 0.0311814 | Time: 2976.22 ms [2021-03-05 08:28:08 main:581] : INFO : Epoch 1959 | loss: 0.0311825 | val_loss: 0.0311844 | Time: 2954.15 ms [2021-03-05 08:28:11 main:581] : INFO : Epoch 1960 | loss: 0.0311816 | val_loss: 0.0311817 | Time: 2968.41 ms [2021-03-05 08:28:13 main:581] : INFO : Epoch 1961 | loss: 0.0311812 | val_loss: 0.0311829 | Time: 2529.97 ms [2021-03-05 08:28:15 main:581] : INFO : Epoch 1962 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 1455.92 ms [2021-03-05 08:28:17 main:581] : INFO : Epoch 1963 | loss: 0.03118 | val_loss: 0.0311807 | Time: 1960.75 ms [2021-03-05 08:28:18 main:581] : INFO : Epoch 1964 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 1545.69 ms [2021-03-05 08:28:21 main:581] : INFO : Epoch 1965 | loss: 0.0311809 | val_loss: 0.0311808 | Time: 2418.11 ms [2021-03-05 08:28:24 main:581] : INFO : Epoch 1966 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 2948.97 ms [2021-03-05 08:28:27 main:581] : INFO : Epoch 1967 | loss: 0.0311805 | val_loss: 0.03118 | Time: 2973.89 ms [2021-03-05 08:28:30 main:581] : INFO : Epoch 1968 | loss: 0.0311792 | val_loss: 0.03118 | Time: 2967.64 ms [2021-03-05 08:28:33 main:581] : INFO : Epoch 1969 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 2933.34 ms [2021-03-05 08:28:35 main:581] : INFO : Epoch 1970 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 2907.12 ms [2021-03-05 08:28:38 main:581] : INFO : Epoch 1971 | loss: 0.0311779 | val_loss: 0.0311803 | Time: 2909.11 ms [2021-03-05 08:28:41 main:581] : INFO : Epoch 1972 | loss: 0.0311784 | val_loss: 0.0311788 | Time: 2917.7 ms [2021-03-05 08:28:44 main:581] : INFO : Epoch 1973 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 2935.05 ms [2021-03-05 08:28:47 main:581] : INFO : Epoch 1974 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 2952.3 ms [2021-03-05 08:28:50 main:581] : INFO : Epoch 1975 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 2952.78 ms [2021-03-05 08:28:53 main:581] : INFO : Epoch 1976 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 2939.42 ms [2021-03-05 08:28:56 main:581] : INFO : Epoch 1977 | loss: 0.0311801 | val_loss: 0.0311882 | Time: 2957.55 ms [2021-03-05 08:28:59 main:581] : INFO : Epoch 1978 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 2961.01 ms [2021-03-05 08:29:02 main:581] : INFO : Epoch 1979 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 2926.34 ms [2021-03-05 08:29:05 main:581] : INFO : Epoch 1980 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 2922.81 ms [2021-03-05 08:29:08 main:581] : INFO : Epoch 1981 | loss: 0.0311801 | val_loss: 0.0311826 | Time: 2973.27 ms [2021-03-05 08:29:11 main:581] : INFO : Epoch 1982 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 2940.6 ms [2021-03-05 08:29:14 main:581] : INFO : Epoch 1983 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 2960.94 ms [2021-03-05 08:29:17 main:581] : INFO : Epoch 1984 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 2970.51 ms [2021-03-05 08:29:20 main:581] : INFO : Epoch 1985 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 2940.89 ms [2021-03-05 08:29:23 main:581] : INFO : Epoch 1986 | loss: 0.031175 | val_loss: 0.0311789 | Time: 2926.84 ms [2021-03-05 08:29:25 main:581] : INFO : Epoch 1987 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2928.97 ms [2021-03-05 08:29:28 main:581] : INFO : Epoch 1988 | loss: 0.031177 | val_loss: 0.031179 | Time: 2939.15 ms [2021-03-05 08:29:31 main:581] : INFO : Epoch 1989 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 2944.65 ms [2021-03-05 08:29:34 main:581] : INFO : Epoch 1990 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 2921.24 ms [2021-03-05 08:29:37 main:581] : INFO : Epoch 1991 | loss: 0.031174 | val_loss: 0.0311808 | Time: 2940.09 ms [2021-03-05 08:29:40 main:581] : INFO : Epoch 1992 | loss: 0.0311753 | val_loss: 0.0311804 | Time: 2943.43 ms [2021-03-05 08:29:43 main:581] : INFO : Epoch 1993 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 2957.84 ms [2021-03-05 08:29:46 main:581] : INFO : Epoch 1994 | loss: 0.0311734 | val_loss: 0.0311794 | Time: 2927.06 ms [2021-03-05 08:29:49 main:581] : INFO : Epoch 1995 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 2923.83 ms [2021-03-05 08:29:52 main:581] : INFO : Epoch 1996 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 2932.29 ms [2021-03-05 08:29:55 main:581] : INFO : Epoch 1997 | loss: 0.0311724 | val_loss: 0.0311835 | Time: 2937.42 ms [2021-03-05 08:29:58 main:581] : INFO : Epoch 1998 | loss: 0.0311726 | val_loss: 0.03118 | Time: 2946.9 ms [2021-03-05 08:30:01 main:581] : INFO : Epoch 1999 | loss: 0.0311737 | val_loss: 0.0311836 | Time: 2957.1 ms [2021-03-05 08:30:04 main:581] : INFO : Epoch 2000 | loss: 0.0311729 | val_loss: 0.0311799 | Time: 2958.93 ms [2021-03-05 08:30:07 main:581] : INFO : Epoch 2001 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 2959.21 ms [2021-03-05 08:30:10 main:581] : INFO : Epoch 2002 | loss: 0.0311713 | val_loss: 0.0311824 | Time: 2945.59 ms [2021-03-05 08:30:13 main:581] : INFO : Epoch 2003 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 2946.42 ms [2021-03-05 08:30:15 main:581] : INFO : Epoch 2004 | loss: 0.0311734 | val_loss: 0.03118 | Time: 2940.57 ms [2021-03-05 08:30:18 main:581] : INFO : Epoch 2005 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 2955.16 ms [2021-03-05 08:30:21 main:581] : INFO : Epoch 2006 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 2975.21 ms [2021-03-05 08:30:24 main:581] : INFO : Epoch 2007 | loss: 0.031172 | val_loss: 0.0311835 | Time: 2946.9 ms [2021-03-05 08:30:27 main:581] : INFO : Epoch 2008 | loss: 0.0311717 | val_loss: 0.0311792 | Time: 2972.23 ms [2021-03-05 08:30:30 main:581] : INFO : Epoch 2009 | loss: 0.031171 | val_loss: 0.0311792 | Time: 2951.04 ms [2021-03-05 08:30:33 main:581] : INFO : Epoch 2010 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 2963.77 ms [2021-03-05 08:30:36 main:581] : INFO : Epoch 2011 | loss: 0.0311721 | val_loss: 0.0311789 | Time: 2922.63 ms [2021-03-05 08:30:39 main:581] : INFO : Epoch 2012 | loss: 0.031174 | val_loss: 0.0311799 | Time: 2924.86 ms [2021-03-05 08:30:42 main:581] : INFO : Epoch 2013 | loss: 0.0311761 | val_loss: 0.0311753 | Time: 2939.3 ms [2021-03-05 08:30:45 main:581] : INFO : Epoch 2014 | loss: 0.0311758 | val_loss: 0.0311764 | Time: 2944.37 ms [2021-03-05 08:30:48 main:581] : INFO : Epoch 2015 | loss: 0.0311741 | val_loss: 0.03118 | Time: 2955.22 ms [2021-03-05 08:30:51 main:581] : INFO : Epoch 2016 | loss: 0.0311749 | val_loss: 0.0311743 | Time: 2914.73 ms [2021-03-05 08:30:54 main:581] : INFO : Epoch 2017 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 2921.88 ms [2021-03-05 08:30:57 main:581] : INFO : Epoch 2018 | loss: 0.0311702 | val_loss: 0.0311741 | Time: 2975.67 ms [2021-03-05 08:31:00 main:581] : INFO : Epoch 2019 | loss: 0.0311706 | val_loss: 0.0311733 | Time: 2951.78 ms [2021-03-05 08:31:03 main:581] : INFO : Epoch 2020 | loss: 0.0311698 | val_loss: 0.0311741 | Time: 2940.56 ms [2021-03-05 08:31:06 main:581] : INFO : Epoch 2021 | loss: 0.0311684 | val_loss: 0.0311734 | Time: 2936.38 ms [2021-03-05 08:31:09 main:581] : INFO : Epoch 2022 | loss: 0.03117 | val_loss: 0.0311734 | Time: 2955.05 ms [2021-03-05 08:31:11 main:581] : INFO : Epoch 2023 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 2925.47 ms [2021-03-05 08:31:14 main:581] : INFO : Epoch 2024 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 2914.13 ms [2021-03-05 08:31:17 main:581] : INFO : Epoch 2025 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 2945.15 ms [2021-03-05 08:31:20 main:581] : INFO : Epoch 2026 | loss: 0.0311676 | val_loss: 0.0311732 | Time: 2931.92 ms [2021-03-05 08:31:23 main:581] : INFO : Epoch 2027 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 2952.58 ms [2021-03-05 08:31:26 main:581] : INFO : Epoch 2028 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 2962.83 ms [2021-03-05 08:31:29 main:581] : INFO : Epoch 2029 | loss: 0.031165 | val_loss: 0.0311707 | Time: 2954.73 ms [2021-03-05 08:31:32 main:581] : INFO : Epoch 2030 | loss: 0.0311655 | val_loss: 0.03117 | Time: 2947.35 ms [2021-03-05 08:31:35 main:581] : INFO : Epoch 2031 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 2942.78 ms [2021-03-05 08:31:38 main:581] : INFO : Epoch 2032 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 2926.85 ms [2021-03-05 08:31:41 main:581] : INFO : Epoch 2033 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 2963.25 ms [2021-03-05 08:31:44 main:581] : INFO : Epoch 2034 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 2957.88 ms [2021-03-05 08:31:47 main:581] : INFO : Epoch 2035 | loss: 0.0311699 | val_loss: 0.0311703 | Time: 2955.26 ms [2021-03-05 08:31:50 main:581] : INFO : Epoch 2036 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 2954.23 ms [2021-03-05 08:31:53 main:581] : INFO : Epoch 2037 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 2946.41 ms [2021-03-05 08:31:56 main:581] : INFO : Epoch 2038 | loss: 0.0311654 | val_loss: 0.0311708 | Time: 2941.52 ms [2021-03-05 08:31:59 main:581] : INFO : Epoch 2039 | loss: 0.0311647 | val_loss: 0.0311697 | Time: 2929.69 ms [2021-03-05 08:32:02 main:581] : INFO : Epoch 2040 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 2956.35 ms [2021-03-05 08:32:05 main:581] : INFO : Epoch 2041 | loss: 0.0311633 | val_loss: 0.0311702 | Time: 2942.41 ms [2021-03-05 08:32:07 main:581] : INFO : Epoch 2042 | loss: 0.0311636 | val_loss: 0.03117 | Time: 2943.39 ms [2021-03-05 08:32:10 main:581] : INFO : Epoch 2043 | loss: 0.0311654 | val_loss: 0.031173 | Time: 2936.4 ms [2021-03-05 08:32:13 main:581] : INFO : Epoch 2044 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 2945.29 ms [2021-03-05 08:32:16 main:581] : INFO : Epoch 2045 | loss: 0.0311655 | val_loss: 0.0311756 | Time: 2935.16 ms [2021-03-05 08:32:19 main:581] : INFO : Epoch 2046 | loss: 0.031163 | val_loss: 0.031171 | Time: 2941.05 ms [2021-03-05 08:32:22 main:581] : INFO : Epoch 2047 | loss: 0.0311631 | val_loss: 0.0311708 | Time: 2946.46 ms [2021-03-05 08:32:25 main:581] : INFO : Epoch 2048 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 2947.86 ms [2021-03-05 08:32:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311707 [2021-03-05 08:32:25 main:610] : INFO : Saving end state to config to file [2021-03-05 08:32:25 main:615] : INFO : Success, exiting.. 08:32:25 (2171784): 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)