Task 5199857
| Name | ParityMachine-1619580948-7597-2_0 |
| Workunit | 3126380 |
| Created | 17 May 2021, 10:06:40 UTC |
| Sent | 24 May 2021, 11:45:02 UTC |
| Report deadline | 31 May 2021, 11:45:02 UTC |
| Received | 25 May 2021, 22:43:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6310 |
| Run time | 1 hours 48 min 22 sec |
| CPU time | 1 hours 46 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,131.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : 3105.12 ms [2021-05-25 22:48:34 main:574] : INFO : Epoch 1586 | loss: 0.0311565 | val_loss: 0.0311694 | Time: 3112.64 ms [2021-05-25 22:48:37 main:574] : INFO : Epoch 1587 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 3114.3 ms [2021-05-25 22:48:40 main:574] : INFO : Epoch 1588 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 3121.2 ms [2021-05-25 22:48:43 main:574] : INFO : Epoch 1589 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 3094.37 ms [2021-05-25 22:48:47 main:574] : INFO : Epoch 1590 | loss: 0.031155 | val_loss: 0.031169 | Time: 3151.88 ms [2021-05-25 22:48:50 main:574] : INFO : Epoch 1591 | loss: 0.0311546 | val_loss: 0.0311682 | Time: 3092.46 ms [2021-05-25 22:48:53 main:574] : INFO : Epoch 1592 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 3191.9 ms [2021-05-25 22:48:56 main:574] : INFO : Epoch 1593 | loss: 0.0311543 | val_loss: 0.0311672 | Time: 3070.44 ms [2021-05-25 22:48:59 main:574] : INFO : Epoch 1594 | loss: 0.0311545 | val_loss: 0.0311682 | Time: 3149.09 ms [2021-05-25 22:49:02 main:574] : INFO : Epoch 1595 | loss: 0.0311547 | val_loss: 0.0311685 | Time: 3108.94 ms [2021-05-25 22:49:05 main:574] : INFO : Epoch 1596 | loss: 0.0311544 | val_loss: 0.031168 | Time: 3129.13 ms [2021-05-25 22:49:09 main:574] : INFO : Epoch 1597 | loss: 0.0311552 | val_loss: 0.031169 | Time: 3124.51 ms [2021-05-25 22:49:12 main:574] : INFO : Epoch 1598 | loss: 0.0311533 | val_loss: 0.0311686 | Time: 3163.59 ms [2021-05-25 22:49:15 main:574] : INFO : Epoch 1599 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 3153.51 ms [2021-05-25 22:49:18 main:574] : INFO : Epoch 1600 | loss: 0.0311535 | val_loss: 0.0311683 | Time: 3101.57 ms [2021-05-25 22:49:21 main:574] : INFO : Epoch 1601 | loss: 0.0311543 | val_loss: 0.0311675 | Time: 3118.13 ms [2021-05-25 22:49:24 main:574] : INFO : Epoch 1602 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 3162.53 ms [2021-05-25 22:49:27 main:574] : INFO : Epoch 1603 | loss: 0.0311583 | val_loss: 0.031171 | Time: 3112.85 ms [2021-05-25 22:49:30 main:574] : INFO : Epoch 1604 | loss: 0.0311576 | val_loss: 0.0311695 | Time: 3138.3 ms [2021-05-25 22:49:34 main:574] : INFO : Epoch 1605 | loss: 0.0311566 | val_loss: 0.0311707 | Time: 3130 ms [2021-05-25 22:49:37 main:574] : INFO : Epoch 1606 | loss: 0.0311572 | val_loss: 0.0311787 | Time: 3115 ms [2021-05-25 22:49:40 main:574] : INFO : Epoch 1607 | loss: 0.0311603 | val_loss: 0.0311714 | Time: 3094.04 ms [2021-05-25 22:49:43 main:574] : INFO : Epoch 1608 | loss: 0.0311574 | val_loss: 0.0311695 | Time: 3099.01 ms [2021-05-25 22:49:46 main:574] : INFO : Epoch 1609 | loss: 0.0311546 | val_loss: 0.0311714 | Time: 3139.82 ms [2021-05-25 22:49:49 main:574] : INFO : Epoch 1610 | loss: 0.0311547 | val_loss: 0.0311714 | Time: 3115.79 ms [2021-05-25 22:49:52 main:574] : INFO : Epoch 1611 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 3127.91 ms [2021-05-25 22:49:55 main:574] : INFO : Epoch 1612 | loss: 0.0311547 | val_loss: 0.0311707 | Time: 3125.17 ms [2021-05-25 22:49:59 main:574] : INFO : Epoch 1613 | loss: 0.0311551 | val_loss: 0.0311738 | Time: 3106.58 ms [2021-05-25 22:50:02 main:574] : INFO : Epoch 1614 | loss: 0.0311557 | val_loss: 0.0311719 | Time: 3092.46 ms [2021-05-25 22:50:05 main:574] : INFO : Epoch 1615 | loss: 0.0311551 | val_loss: 0.0311698 | Time: 3130.75 ms [2021-05-25 22:50:08 main:574] : INFO : Epoch 1616 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 3105.05 ms [2021-05-25 22:50:11 main:574] : INFO : Epoch 1617 | loss: 0.0311565 | val_loss: 0.0311711 | Time: 3208.9 ms [2021-05-25 22:50:14 main:574] : INFO : Epoch 1618 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 3145.15 ms [2021-05-25 22:50:17 main:574] : INFO : Epoch 1619 | loss: 0.031162 | val_loss: 0.0311753 | Time: 3165.37 ms [2021-05-25 22:50:21 main:574] : INFO : Epoch 1620 | loss: 0.0311596 | val_loss: 0.0311716 | Time: 3149.02 ms [2021-05-25 22:50:24 main:574] : INFO : Epoch 1621 | loss: 0.0311587 | val_loss: 0.0311714 | Time: 3153.88 ms [2021-05-25 22:50:27 main:574] : INFO : Epoch 1622 | loss: 0.0311558 | val_loss: 0.0311727 | Time: 3141.91 ms [2021-05-25 22:50:30 main:574] : INFO : Epoch 1623 | loss: 0.0311575 | val_loss: 0.0311726 | Time: 3086.74 ms [2021-05-25 22:50:33 main:574] : INFO : Epoch 1624 | loss: 0.0311554 | val_loss: 0.0311737 | Time: 3095.47 ms [2021-05-25 22:50:36 main:574] : INFO : Epoch 1625 | loss: 0.031161 | val_loss: 0.031173 | Time: 3134.22 ms [2021-05-25 22:50:39 main:574] : INFO : Epoch 1626 | loss: 0.0311602 | val_loss: 0.0311724 | Time: 3129.31 ms [2021-05-25 22:50:42 main:574] : INFO : Epoch 1627 | loss: 0.0311591 | val_loss: 0.0311705 | Time: 3128.85 ms [2021-05-25 22:50:46 main:574] : INFO : Epoch 1628 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 3113.97 ms [2021-05-25 22:50:49 main:574] : INFO : Epoch 1629 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 3144.01 ms [2021-05-25 22:50:52 main:574] : INFO : Epoch 1630 | loss: 0.031161 | val_loss: 0.0311755 | Time: 3136.49 ms [2021-05-25 22:50:55 main:574] : INFO : Epoch 1631 | loss: 0.0311581 | val_loss: 0.0311735 | Time: 3151.53 ms [2021-05-25 22:50:58 main:574] : INFO : Epoch 1632 | loss: 0.0311576 | val_loss: 0.0311717 | Time: 3121.39 ms [2021-05-25 22:51:01 main:574] : INFO : Epoch 1633 | loss: 0.0311574 | val_loss: 0.031169 | Time: 3156.66 ms [2021-05-25 22:51:04 main:574] : INFO : Epoch 1634 | loss: 0.0311578 | val_loss: 0.0311708 | Time: 3104.43 ms [2021-05-25 22:51:08 main:574] : INFO : Epoch 1635 | loss: 0.0311582 | val_loss: 0.0311696 | Time: 3131.9 ms [2021-05-25 22:51:11 main:574] : INFO : Epoch 1636 | loss: 0.0311582 | val_loss: 0.0311699 | Time: 3146.97 ms [2021-05-25 22:51:14 main:574] : INFO : Epoch 1637 | loss: 0.0311591 | val_loss: 0.0311707 | Time: 3117.53 ms [2021-05-25 22:51:17 main:574] : INFO : Epoch 1638 | loss: 0.0311565 | val_loss: 0.0311733 | Time: 3126.1 ms [2021-05-25 22:51:20 main:574] : INFO : Epoch 1639 | loss: 0.0311577 | val_loss: 0.0311684 | Time: 3122.05 ms [2021-05-25 22:51:23 main:574] : INFO : Epoch 1640 | loss: 0.031157 | val_loss: 0.0311691 | Time: 3094.99 ms [2021-05-25 22:51:26 main:574] : INFO : Epoch 1641 | loss: 0.0311571 | val_loss: 0.0311764 | Time: 3104.31 ms [2021-05-25 22:51:29 main:574] : INFO : Epoch 1642 | loss: 0.0311591 | val_loss: 0.0311686 | Time: 3111.96 ms [2021-05-25 22:51:33 main:574] : INFO : Epoch 1643 | loss: 0.0311594 | val_loss: 0.031172 | Time: 3137.32 ms [2021-05-25 22:51:36 main:574] : INFO : Epoch 1644 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 3118.87 ms [2021-05-25 22:51:39 main:574] : INFO : Epoch 1645 | loss: 0.03116 | val_loss: 0.0311715 | Time: 3081.77 ms [2021-05-25 22:51:42 main:574] : INFO : Epoch 1646 | loss: 0.0311607 | val_loss: 0.0311727 | Time: 3129.68 ms [2021-05-25 22:51:45 main:574] : INFO : Epoch 1647 | loss: 0.0311581 | val_loss: 0.0311692 | Time: 3124.72 ms [2021-05-25 22:51:48 main:574] : INFO : Epoch 1648 | loss: 0.0311571 | val_loss: 0.03117 | Time: 3175.2 ms [2021-05-25 22:51:51 main:574] : INFO : Epoch 1649 | loss: 0.0311592 | val_loss: 0.0311734 | Time: 3106.13 ms [2021-05-25 22:51:54 main:574] : INFO : Epoch 1650 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 3085.58 ms [2021-05-25 22:51:58 main:574] : INFO : Epoch 1651 | loss: 0.0311592 | val_loss: 0.0311721 | Time: 3119.77 ms [2021-05-25 22:52:01 main:574] : INFO : Epoch 1652 | loss: 0.0311592 | val_loss: 0.0311723 | Time: 3098.19 ms [2021-05-25 22:52:04 main:574] : INFO : Epoch 1653 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 3114.64 ms [2021-05-25 22:52:07 main:574] : INFO : Epoch 1654 | loss: 0.0311599 | val_loss: 0.0311716 | Time: 3103.48 ms [2021-05-25 22:52:10 main:574] : INFO : Epoch 1655 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 3159.28 ms [2021-05-25 22:52:13 main:574] : INFO : Epoch 1656 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 3160.51 ms [2021-05-25 22:52:16 main:574] : INFO : Epoch 1657 | loss: 0.0311608 | val_loss: 0.0311693 | Time: 3255.87 ms [2021-05-25 22:52:20 main:574] : INFO : Epoch 1658 | loss: 0.0311595 | val_loss: 0.0311684 | Time: 3126.45 ms [2021-05-25 22:52:23 main:574] : INFO : Epoch 1659 | loss: 0.031159 | val_loss: 0.0311695 | Time: 3097.4 ms [2021-05-25 22:52:26 main:574] : INFO : Epoch 1660 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 3164.27 ms [2021-05-25 22:52:29 main:574] : INFO : Epoch 1661 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 3109.44 ms [2021-05-25 22:52:32 main:574] : INFO : Epoch 1662 | loss: 0.031158 | val_loss: 0.0311756 | Time: 3118.12 ms [2021-05-25 22:52:35 main:574] : INFO : Epoch 1663 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 3109.57 ms [2021-05-25 22:52:38 main:574] : INFO : Epoch 1664 | loss: 0.0311565 | val_loss: 0.0311698 | Time: 3121.69 ms [2021-05-25 22:52:41 main:574] : INFO : Epoch 1665 | loss: 0.0311555 | val_loss: 0.031171 | Time: 3160.7 ms [2021-05-25 22:52:45 main:574] : INFO : Epoch 1666 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 3079.24 ms [2021-05-25 22:52:48 main:574] : INFO : Epoch 1667 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 3128.14 ms [2021-05-25 22:52:51 main:574] : INFO : Epoch 1668 | loss: 0.0311587 | val_loss: 0.0311784 | Time: 3110.5 ms [2021-05-25 22:52:54 main:574] : INFO : Epoch 1669 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 3097.31 ms [2021-05-25 22:52:57 main:574] : INFO : Epoch 1670 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 3120.51 ms [2021-05-25 22:53:00 main:574] : INFO : Epoch 1671 | loss: 0.0311556 | val_loss: 0.0311715 | Time: 3098.12 ms [2021-05-25 22:53:03 main:574] : INFO : Epoch 1672 | loss: 0.0311556 | val_loss: 0.031169 | Time: 3095.21 ms [2021-05-25 22:53:06 main:574] : INFO : Epoch 1673 | loss: 0.0311551 | val_loss: 0.0311689 | Time: 3094.39 ms [2021-05-25 22:53:10 main:574] : INFO : Epoch 1674 | loss: 0.0311551 | val_loss: 0.031169 | Time: 3165.7 ms [2021-05-25 22:53:13 main:574] : INFO : Epoch 1675 | loss: 0.0311565 | val_loss: 0.0311777 | Time: 3142.11 ms [2021-05-25 22:53:16 main:574] : INFO : Epoch 1676 | loss: 0.0311615 | val_loss: 0.0311756 | Time: 3161.34 ms [2021-05-25 22:53:19 main:574] : INFO : Epoch 1677 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 3115.73 ms [2021-05-25 22:53:22 main:574] : INFO : Epoch 1678 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 3138.14 ms [2021-05-25 22:53:25 main:574] : INFO : Epoch 1679 | loss: 0.0311602 | val_loss: 0.03117 | Time: 3104.25 ms [2021-05-25 22:53:28 main:574] : INFO : Epoch 1680 | loss: 0.0311606 | val_loss: 0.0311727 | Time: 3156.47 ms [2021-05-25 22:53:31 main:574] : INFO : Epoch 1681 | loss: 0.0311623 | val_loss: 0.0311692 | Time: 3082.8 ms [2021-05-25 22:53:35 main:574] : INFO : Epoch 1682 | loss: 0.0311596 | val_loss: 0.0311756 | Time: 3106 ms [2021-05-25 22:53:38 main:574] : INFO : Epoch 1683 | loss: 0.0311583 | val_loss: 0.0311698 | Time: 3137.26 ms [2021-05-25 22:53:41 main:574] : INFO : Epoch 1684 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 3145.97 ms [2021-05-25 22:53:44 main:574] : INFO : Epoch 1685 | loss: 0.0311595 | val_loss: 0.0311689 | Time: 3116.24 ms [2021-05-25 22:53:47 main:574] : INFO : Epoch 1686 | loss: 0.0311562 | val_loss: 0.0311687 | Time: 3196.76 ms [2021-05-25 22:53:50 main:574] : INFO : Epoch 1687 | loss: 0.0311551 | val_loss: 0.0311704 | Time: 3082.11 ms [2021-05-25 22:53:53 main:574] : INFO : Epoch 1688 | loss: 0.0311626 | val_loss: 0.0311758 | Time: 3118.56 ms [2021-05-25 22:53:57 main:574] : INFO : Epoch 1689 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 3141.62 ms [2021-05-25 22:54:00 main:574] : INFO : Epoch 1690 | loss: 0.0311672 | val_loss: 0.0311728 | Time: 3110.95 ms [2021-05-25 22:54:03 main:574] : INFO : Epoch 1691 | loss: 0.0311656 | val_loss: 0.031168 | Time: 3114.34 ms [2021-05-25 22:54:06 main:574] : INFO : Epoch 1692 | loss: 0.0311619 | val_loss: 0.0311695 | Time: 3084.84 ms [2021-05-25 22:54:09 main:574] : INFO : Epoch 1693 | loss: 0.031161 | val_loss: 0.0311688 | Time: 3209.28 ms [2021-05-25 22:54:12 main:574] : INFO : Epoch 1694 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 3173.11 ms [2021-05-25 22:54:15 main:574] : INFO : Epoch 1695 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 3148.44 ms [2021-05-25 22:54:19 main:574] : INFO : Epoch 1696 | loss: 0.0311603 | val_loss: 0.0311686 | Time: 3139.68 ms [2021-05-25 22:54:22 main:574] : INFO : Epoch 1697 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 3129.96 ms [2021-05-25 22:54:25 main:574] : INFO : Epoch 1698 | loss: 0.0311584 | val_loss: 0.0311683 | Time: 3136.37 ms [2021-05-25 22:54:28 main:574] : INFO : Epoch 1699 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 3104.56 ms [2021-05-25 22:54:31 main:574] : INFO : Epoch 1700 | loss: 0.0311604 | val_loss: 0.0311675 | Time: 3096.23 ms [2021-05-25 22:54:34 main:574] : INFO : Epoch 1701 | loss: 0.0311609 | val_loss: 0.0311678 | Time: 3103.79 ms [2021-05-25 22:54:37 main:574] : INFO : Epoch 1702 | loss: 0.0311608 | val_loss: 0.0311665 | Time: 3091.04 ms [2021-05-25 22:54:40 main:574] : INFO : Epoch 1703 | loss: 0.0311595 | val_loss: 0.0311657 | Time: 3164.55 ms [2021-05-25 22:54:44 main:574] : INFO : Epoch 1704 | loss: 0.0311614 | val_loss: 0.031169 | Time: 3129.71 ms [2021-05-25 22:54:47 main:574] : INFO : Epoch 1705 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 3130.72 ms [2021-05-25 22:54:50 main:574] : INFO : Epoch 1706 | loss: 0.0311583 | val_loss: 0.0311669 | Time: 3165.8 ms [2021-05-25 22:54:53 main:574] : INFO : Epoch 1707 | loss: 0.0311574 | val_loss: 0.0311677 | Time: 3102.94 ms [2021-05-25 22:54:56 main:574] : INFO : Epoch 1708 | loss: 0.031156 | val_loss: 0.0311676 | Time: 3074.61 ms [2021-05-25 22:54:59 main:574] : INFO : Epoch 1709 | loss: 0.0311552 | val_loss: 0.0311671 | Time: 3116.67 ms [2021-05-25 22:55:02 main:574] : INFO : Epoch 1710 | loss: 0.0311564 | val_loss: 0.0311694 | Time: 3108.91 ms [2021-05-25 22:55:05 main:574] : INFO : Epoch 1711 | loss: 0.0311587 | val_loss: 0.0311694 | Time: 3132.5 ms [2021-05-25 22:55:09 main:574] : INFO : Epoch 1712 | loss: 0.031164 | val_loss: 0.0311707 | Time: 3241.8 ms [2021-05-25 22:55:12 main:574] : INFO : Epoch 1713 | loss: 0.0311626 | val_loss: 0.031167 | Time: 3175.25 ms [2021-05-25 22:55:15 main:574] : INFO : Epoch 1714 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 3129.29 ms [2021-05-25 22:55:18 main:574] : INFO : Epoch 1715 | loss: 0.0311576 | val_loss: 0.0311649 | Time: 3133.61 ms [2021-05-25 22:55:21 main:574] : INFO : Epoch 1716 | loss: 0.0311561 | val_loss: 0.0311663 | Time: 3132.58 ms [2021-05-25 22:55:24 main:574] : INFO : Epoch 1717 | loss: 0.0311576 | val_loss: 0.0311664 | Time: 3118.76 ms [2021-05-25 22:55:27 main:574] : INFO : Epoch 1718 | loss: 0.0311566 | val_loss: 0.031168 | Time: 3128.64 ms [2021-05-25 22:55:31 main:574] : INFO : Epoch 1719 | loss: 0.031157 | val_loss: 0.0311668 | Time: 3082.78 ms [2021-05-25 22:55:34 main:574] : INFO : Epoch 1720 | loss: 0.031157 | val_loss: 0.0311668 | Time: 3138.9 ms [2021-05-25 22:55:37 main:574] : INFO : Epoch 1721 | loss: 0.0311549 | val_loss: 0.0311678 | Time: 3153.31 ms [2021-05-25 22:55:40 main:574] : INFO : Epoch 1722 | loss: 0.0311533 | val_loss: 0.0311679 | Time: 3116.6 ms [2021-05-25 22:55:43 main:574] : INFO : Epoch 1723 | loss: 0.0311581 | val_loss: 0.0311708 | Time: 3152.96 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GT 1030) [2021-05-26 07:24:51 main:435] : INFO : Set logging level to 1 [2021-05-26 07:24:51 main:441] : INFO : Running in BOINC Client mode [2021-05-26 07:24:51 main:444] : INFO : Resolving all filenames [2021-05-26 07:24:51 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-05-26 07:24:51 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1619580948-7597-2_0_r603777561_1 (exists = 1) [2021-05-26 07:24:51 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1619580948-7597-2_0_r603777561_0 (exists = 0) [2021-05-26 07:24:51 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1619580948-7597-2 (exists = 1) [2021-05-26 07:24:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-26 07:24:51 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-05-26 07:24:51 main:474] : INFO : Configuration: [2021-05-26 07:24:51 main:475] : INFO : Model type: GRU [2021-05-26 07:24:51 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-26 07:24:51 main:477] : INFO : Max Epochs: 2048 [2021-05-26 07:24:51 main:478] : INFO : Batch Size: 128 [2021-05-26 07:24:51 main:479] : INFO : Learning Rate: 0.01 [2021-05-26 07:24:51 main:480] : INFO : Patience: 10 [2021-05-26 07:24:51 main:481] : INFO : Hidden Width: 12 [2021-05-26 07:24:51 main:482] : INFO : # Recurrent Layers: 4 [2021-05-26 07:24:51 main:483] : INFO : # Backend Layers: 4 [2021-05-26 07:24:51 main:484] : INFO : # Threads: 1 [2021-05-26 07:24:51 main:486] : INFO : Preparing Dataset [2021-05-26 07:24:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-05-26 07:24:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-05-26 07:24:55 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-26 07:24:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-05-26 07:24:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-05-26 07:24:55 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-26 07:24:55 main:494] : INFO : Creating Model [2021-05-26 07:24:55 main:507] : INFO : Preparing config file [2021-05-26 07:24:55 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-26 07:24:55 main:512] : INFO : Loading config [2021-05-26 07:24:55 main:514] : INFO : Loading state [2021-05-26 07:24:57 main:559] : INFO : Loading DataLoader into Memory [2021-05-26 07:24:57 main:562] : INFO : Starting Training [2021-05-26 07:25:01 main:574] : INFO : Epoch 1710 | loss: 0.0311998 | val_loss: 0.0311753 | Time: 4370.43 ms [2021-05-26 07:25:04 main:574] : INFO : Epoch 1711 | loss: 0.0311676 | val_loss: 0.0311664 | Time: 3247.49 ms [2021-05-26 07:25:08 main:574] : INFO : Epoch 1712 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 3185.92 ms [2021-05-26 07:25:11 main:574] : INFO : Epoch 1713 | loss: 0.0311625 | val_loss: 0.0311688 | Time: 3242.55 ms [2021-05-26 07:25:14 main:574] : INFO : Epoch 1714 | loss: 0.0311611 | val_loss: 0.0311696 | Time: 3200.22 ms [2021-05-26 07:25:17 main:574] : INFO : Epoch 1715 | loss: 0.0311618 | val_loss: 0.031167 | Time: 3169.9 ms [2021-05-26 07:25:21 main:574] : INFO : Epoch 1716 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 3256.58 ms [2021-05-26 07:25:24 main:574] : INFO : Epoch 1717 | loss: 0.0311598 | val_loss: 0.0311695 | Time: 3198.56 ms [2021-05-26 07:25:27 main:574] : INFO : Epoch 1718 | loss: 0.0311597 | val_loss: 0.0311758 | Time: 3277.92 ms [2021-05-26 07:25:30 main:574] : INFO : Epoch 1719 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 3169.22 ms [2021-05-26 07:25:33 main:574] : INFO : Epoch 1720 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 3179.64 ms [2021-05-26 07:25:37 main:574] : INFO : Epoch 1721 | loss: 0.031163 | val_loss: 0.0311711 | Time: 3152.61 ms [2021-05-26 07:25:40 main:574] : INFO : Epoch 1722 | loss: 0.0311634 | val_loss: 0.0311679 | Time: 3159.64 ms [2021-05-26 07:25:43 main:574] : INFO : Epoch 1723 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 3201.58 ms [2021-05-26 07:25:46 main:574] : INFO : Epoch 1724 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 3172.88 ms [2021-05-26 07:25:49 main:574] : INFO : Epoch 1725 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 3214.23 ms [2021-05-26 07:25:53 main:574] : INFO : Epoch 1726 | loss: 0.0311617 | val_loss: 0.0311726 | Time: 3368.98 ms [2021-05-26 07:25:56 main:574] : INFO : Epoch 1727 | loss: 0.0311616 | val_loss: 0.031168 | Time: 3207.12 ms [2021-05-26 07:25:59 main:574] : INFO : Epoch 1728 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 3248.96 ms [2021-05-26 07:26:03 main:574] : INFO : Epoch 1729 | loss: 0.0311594 | val_loss: 0.0311678 | Time: 3555.38 ms [2021-05-26 07:26:16 main:574] : INFO : Epoch 1730 | loss: 0.0311617 | val_loss: 0.031175 | Time: 13232.9 ms [2021-05-26 07:26:19 main:574] : INFO : Epoch 1731 | loss: 0.0311637 | val_loss: 0.031172 | Time: 3245.31 ms [2021-05-26 07:26:22 main:574] : INFO : Epoch 1732 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 3173 ms [2021-05-26 07:26:26 main:574] : INFO : Epoch 1733 | loss: 0.0311589 | val_loss: 0.0311691 | Time: 3180.99 ms [2021-05-26 07:26:29 main:574] : INFO : Epoch 1734 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 3214.51 ms [2021-05-26 07:26:32 main:574] : INFO : Epoch 1735 | loss: 0.0311608 | val_loss: 0.0311739 | Time: 3273.72 ms [2021-05-26 07:26:35 main:574] : INFO : Epoch 1736 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 3203.38 ms [2021-05-26 07:26:38 main:574] : INFO : Epoch 1737 | loss: 0.0311608 | val_loss: 0.0311717 | Time: 3208.83 ms [2021-05-26 07:26:42 main:574] : INFO : Epoch 1738 | loss: 0.0311603 | val_loss: 0.0311683 | Time: 3242.35 ms [2021-05-26 07:26:45 main:574] : INFO : Epoch 1739 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 3158.68 ms [2021-05-26 07:26:48 main:574] : INFO : Epoch 1740 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 3272.27 ms [2021-05-26 07:26:51 main:574] : INFO : Epoch 1741 | loss: 0.031166 | val_loss: 0.0311772 | Time: 3221.71 ms [2021-05-26 07:26:55 main:574] : INFO : Epoch 1742 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 3239.83 ms [2021-05-26 07:26:58 main:574] : INFO : Epoch 1743 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 3128.1 ms [2021-05-26 07:27:01 main:574] : INFO : Epoch 1744 | loss: 0.0311658 | val_loss: 0.0311686 | Time: 3188.01 ms [2021-05-26 07:27:04 main:574] : INFO : Epoch 1745 | loss: 0.0311644 | val_loss: 0.0311693 | Time: 3136.79 ms [2021-05-26 07:27:07 main:574] : INFO : Epoch 1746 | loss: 0.0311636 | val_loss: 0.0311708 | Time: 3200.49 ms [2021-05-26 07:27:11 main:574] : INFO : Epoch 1747 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 3259.6 ms [2021-05-26 07:27:16 main:574] : INFO : Epoch 1748 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 3194.16 ms [2021-05-26 07:27:21 main:574] : INFO : Epoch 1749 | loss: 0.0311633 | val_loss: 0.031172 | Time: 3169.55 ms [2021-05-26 07:27:25 main:574] : INFO : Epoch 1750 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 3234.31 ms [2021-05-26 07:27:28 main:574] : INFO : Epoch 1751 | loss: 0.0311617 | val_loss: 0.0311699 | Time: 3165.67 ms [2021-05-26 07:27:31 main:574] : INFO : Epoch 1752 | loss: 0.0311617 | val_loss: 0.0311716 | Time: 3121.87 ms [2021-05-26 07:27:35 main:574] : INFO : Epoch 1753 | loss: 0.0311635 | val_loss: 0.0311728 | Time: 3113.47 ms [2021-05-26 07:27:38 main:574] : INFO : Epoch 1754 | loss: 0.0311621 | val_loss: 0.0311743 | Time: 3122.67 ms [2021-05-26 07:27:41 main:574] : INFO : Epoch 1755 | loss: 0.0311629 | val_loss: 0.0311717 | Time: 3163.2 ms [2021-05-26 07:27:44 main:574] : INFO : Epoch 1756 | loss: 0.0311619 | val_loss: 0.0311708 | Time: 3095.81 ms [2021-05-26 07:27:47 main:574] : INFO : Epoch 1757 | loss: 0.0311625 | val_loss: 0.0311725 | Time: 3179.22 ms [2021-05-26 07:27:50 main:574] : INFO : Epoch 1758 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 3118.41 ms [2021-05-26 07:27:53 main:574] : INFO : Epoch 1759 | loss: 0.0311609 | val_loss: 0.031172 | Time: 3134.31 ms [2021-05-26 07:27:57 main:574] : INFO : Epoch 1760 | loss: 0.0311606 | val_loss: 0.0311703 | Time: 3157.11 ms [2021-05-26 07:28:00 main:574] : INFO : Epoch 1761 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 3096.18 ms [2021-05-26 07:28:03 main:574] : INFO : Epoch 1762 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 3126.03 ms [2021-05-26 07:28:06 main:574] : INFO : Epoch 1763 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 3123.29 ms [2021-05-26 07:28:09 main:574] : INFO : Epoch 1764 | loss: 0.0311607 | val_loss: 0.0311701 | Time: 3124.97 ms [2021-05-26 07:28:12 main:574] : INFO : Epoch 1765 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 3148.81 ms [2021-05-26 07:28:15 main:574] : INFO : Epoch 1766 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 3152.27 ms [2021-05-26 07:28:19 main:574] : INFO : Epoch 1767 | loss: 0.03116 | val_loss: 0.0311693 | Time: 3108.92 ms [2021-05-26 07:28:22 main:574] : INFO : Epoch 1768 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 3146.79 ms [2021-05-26 07:28:25 main:574] : INFO : Epoch 1769 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 3224.04 ms [2021-05-26 07:28:28 main:574] : INFO : Epoch 1770 | loss: 0.0311619 | val_loss: 0.031172 | Time: 3105.57 ms [2021-05-26 07:28:31 main:574] : INFO : Epoch 1771 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 3129.09 ms [2021-05-26 07:28:34 main:574] : INFO : Epoch 1772 | loss: 0.0311605 | val_loss: 0.0311701 | Time: 3177.06 ms [2021-05-26 07:28:37 main:574] : INFO : Epoch 1773 | loss: 0.0311685 | val_loss: 0.03118 | Time: 3106.02 ms [2021-05-26 07:28:41 main:574] : INFO : Epoch 1774 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 3084.49 ms [2021-05-26 07:28:44 main:574] : INFO : Epoch 1775 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 3135.92 ms [2021-05-26 07:28:47 main:574] : INFO : Epoch 1776 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 3143.69 ms [2021-05-26 07:28:50 main:574] : INFO : Epoch 1777 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 3143.21 ms [2021-05-26 07:28:53 main:574] : INFO : Epoch 1778 | loss: 0.031172 | val_loss: 0.031179 | Time: 3127.23 ms [2021-05-26 07:28:56 main:574] : INFO : Epoch 1779 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 3182.06 ms [2021-05-26 07:28:59 main:574] : INFO : Epoch 1780 | loss: 0.0311715 | val_loss: 0.031177 | Time: 3145.74 ms [2021-05-26 07:29:03 main:574] : INFO : Epoch 1781 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 3211.29 ms [2021-05-26 07:29:06 main:574] : INFO : Epoch 1782 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 3118.84 ms [2021-05-26 07:29:09 main:574] : INFO : Epoch 1783 | loss: 0.0311705 | val_loss: 0.0311763 | Time: 3114.76 ms [2021-05-26 07:29:12 main:574] : INFO : Epoch 1784 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 3131.16 ms [2021-05-26 07:29:15 main:574] : INFO : Epoch 1785 | loss: 0.031168 | val_loss: 0.0311755 | Time: 3126.94 ms [2021-05-26 07:29:18 main:574] : INFO : Epoch 1786 | loss: 0.0311676 | val_loss: 0.0311761 | Time: 3112.16 ms [2021-05-26 07:29:21 main:574] : INFO : Epoch 1787 | loss: 0.0311678 | val_loss: 0.0311757 | Time: 3141 ms [2021-05-26 07:29:25 main:574] : INFO : Epoch 1788 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 3134.18 ms [2021-05-26 07:29:28 main:574] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.0311796 | Time: 3107.61 ms [2021-05-26 07:29:31 main:574] : INFO : Epoch 1790 | loss: 0.0311677 | val_loss: 0.0311779 | Time: 3104.91 ms [2021-05-26 07:29:34 main:574] : INFO : Epoch 1791 | loss: 0.0311685 | val_loss: 0.0311777 | Time: 3155.11 ms [2021-05-26 07:29:37 main:574] : INFO : Epoch 1792 | loss: 0.0311672 | val_loss: 0.0311762 | Time: 3105.06 ms [2021-05-26 07:29:40 main:574] : INFO : Epoch 1793 | loss: 0.0311676 | val_loss: 0.0311745 | Time: 3176.8 ms [2021-05-26 07:29:43 main:574] : INFO : Epoch 1794 | loss: 0.031167 | val_loss: 0.031174 | Time: 3095.3 ms [2021-05-26 07:29:46 main:574] : INFO : Epoch 1795 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 3154.25 ms [2021-05-26 07:29:50 main:574] : INFO : Epoch 1796 | loss: 0.0311678 | val_loss: 0.0311721 | Time: 3103.57 ms [2021-05-26 07:29:53 main:574] : INFO : Epoch 1797 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 3097.75 ms [2021-05-26 07:29:56 main:574] : INFO : Epoch 1798 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 3162.13 ms [2021-05-26 07:29:59 main:574] : INFO : Epoch 1799 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 3102.49 ms [2021-05-26 07:30:02 main:574] : INFO : Epoch 1800 | loss: 0.0311677 | val_loss: 0.0311817 | Time: 3132.92 ms [2021-05-26 07:30:05 main:574] : INFO : Epoch 1801 | loss: 0.0311669 | val_loss: 0.0311737 | Time: 3112.43 ms [2021-05-26 07:30:08 main:574] : INFO : Epoch 1802 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 3184.39 ms [2021-05-26 07:30:12 main:574] : INFO : Epoch 1803 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 3151.61 ms [2021-05-26 07:30:15 main:574] : INFO : Epoch 1804 | loss: 0.0311666 | val_loss: 0.0311791 | Time: 3120.04 ms [2021-05-26 07:30:18 main:574] : INFO : Epoch 1805 | loss: 0.0311666 | val_loss: 0.0311792 | Time: 3119.08 ms [2021-05-26 07:30:21 main:574] : INFO : Epoch 1806 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 3119.09 ms [2021-05-26 07:30:24 main:574] : INFO : Epoch 1807 | loss: 0.0311643 | val_loss: 0.031173 | Time: 3136.36 ms [2021-05-26 07:30:27 main:574] : INFO : Epoch 1808 | loss: 0.0311639 | val_loss: 0.031173 | Time: 3105.6 ms [2021-05-26 07:30:30 main:574] : INFO : Epoch 1809 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 3116.24 ms [2021-05-26 07:30:33 main:574] : INFO : Epoch 1810 | loss: 0.0311663 | val_loss: 0.0311732 | Time: 3135.36 ms [2021-05-26 07:30:37 main:574] : INFO : Epoch 1811 | loss: 0.0311644 | val_loss: 0.0311711 | Time: 3131.75 ms [2021-05-26 07:30:40 main:574] : INFO : Epoch 1812 | loss: 0.0311628 | val_loss: 0.0311722 | Time: 3108.02 ms [2021-05-26 07:30:43 main:574] : INFO : Epoch 1813 | loss: 0.0311631 | val_loss: 0.0311757 | Time: 3156.81 ms [2021-05-26 07:30:46 main:574] : INFO : Epoch 1814 | loss: 0.0311637 | val_loss: 0.0311736 | Time: 3136.54 ms [2021-05-26 07:30:49 main:574] : INFO : Epoch 1815 | loss: 0.0311617 | val_loss: 0.0311719 | Time: 3107.37 ms [2021-05-26 07:30:52 main:574] : INFO : Epoch 1816 | loss: 0.0311624 | val_loss: 0.0311754 | Time: 3087.86 ms [2021-05-26 07:30:55 main:574] : INFO : Epoch 1817 | loss: 0.0311622 | val_loss: 0.0311729 | Time: 3192.07 ms [2021-05-26 07:30:58 main:574] : INFO : Epoch 1818 | loss: 0.0311635 | val_loss: 0.0311755 | Time: 3127.38 ms [2021-05-26 07:31:02 main:574] : INFO : Epoch 1819 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 3110.93 ms [2021-05-26 07:31:05 main:574] : INFO : Epoch 1820 | loss: 0.0311616 | val_loss: 0.0311743 | Time: 3232.05 ms [2021-05-26 07:31:08 main:574] : INFO : Epoch 1821 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 3141.21 ms [2021-05-26 07:31:11 main:574] : INFO : Epoch 1822 | loss: 0.0311631 | val_loss: 0.0311724 | Time: 3151.24 ms [2021-05-26 07:31:14 main:574] : INFO : Epoch 1823 | loss: 0.031163 | val_loss: 0.031172 | Time: 3126.69 ms [2021-05-26 07:31:17 main:574] : INFO : Epoch 1824 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 3101.16 ms [2021-05-26 07:31:21 main:574] : INFO : Epoch 1825 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 3145.61 ms [2021-05-26 07:31:24 main:574] : INFO : Epoch 1826 | loss: 0.0311619 | val_loss: 0.031171 | Time: 3115 ms [2021-05-26 07:31:27 main:574] : INFO : Epoch 1827 | loss: 0.0311619 | val_loss: 0.03117 | Time: 3131.16 ms [2021-05-26 07:31:30 main:574] : INFO : Epoch 1828 | loss: 0.0311623 | val_loss: 0.031173 | Time: 3115.74 ms [2021-05-26 07:31:34 main:574] : INFO : Epoch 1829 | loss: 0.0311634 | val_loss: 0.0311698 | Time: 3185.73 ms [2021-05-26 07:31:37 main:574] : INFO : Epoch 1830 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 3134.49 ms [2021-05-26 07:31:40 main:574] : INFO : Epoch 1831 | loss: 0.031166 | val_loss: 0.0311776 | Time: 3101.28 ms [2021-05-26 07:31:43 main:574] : INFO : Epoch 1832 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 3163.58 ms [2021-05-26 07:31:46 main:574] : INFO : Epoch 1833 | loss: 0.0311632 | val_loss: 0.0311734 | Time: 3156.76 ms [2021-05-26 07:31:50 main:574] : INFO : Epoch 1834 | loss: 0.0311625 | val_loss: 0.0311734 | Time: 3125.12 ms [2021-05-26 07:31:53 main:574] : INFO : Epoch 1835 | loss: 0.0311637 | val_loss: 0.0311778 | Time: 3144.55 ms [2021-05-26 07:31:56 main:574] : INFO : Epoch 1836 | loss: 0.0311668 | val_loss: 0.0311793 | Time: 3209.17 ms [2021-05-26 07:31:59 main:574] : INFO : Epoch 1837 | loss: 0.03117 | val_loss: 0.0311726 | Time: 3139.06 ms [2021-05-26 07:32:02 main:574] : INFO : Epoch 1838 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 3066.71 ms [2021-05-26 07:32:05 main:574] : INFO : Epoch 1839 | loss: 0.0311626 | val_loss: 0.0311709 | Time: 3185.19 ms [2021-05-26 07:32:09 main:574] : INFO : Epoch 1840 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 3149.13 ms [2021-05-26 07:32:12 main:574] : INFO : Epoch 1841 | loss: 0.0311616 | val_loss: 0.0311731 | Time: 3169.23 ms [2021-05-26 07:32:15 main:574] : INFO : Epoch 1842 | loss: 0.0311613 | val_loss: 0.0311705 | Time: 3120.69 ms [2021-05-26 07:32:18 main:574] : INFO : Epoch 1843 | loss: 0.0311637 | val_loss: 0.0311723 | Time: 3124.53 ms [2021-05-26 07:32:21 main:574] : INFO : Epoch 1844 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 3116.07 ms [2021-05-26 07:32:24 main:574] : INFO : Epoch 1845 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 3101.05 ms [2021-05-26 07:32:27 main:574] : INFO : Epoch 1846 | loss: 0.0311606 | val_loss: 0.0311693 | Time: 3152.21 ms [2021-05-26 07:32:30 main:574] : INFO : Epoch 1847 | loss: 0.0311649 | val_loss: 0.031172 | Time: 3128.04 ms [2021-05-26 07:32:34 main:574] : INFO : Epoch 1848 | loss: 0.031164 | val_loss: 0.0311764 | Time: 3198.91 ms [2021-05-26 07:32:37 main:574] : INFO : Epoch 1849 | loss: 0.0311662 | val_loss: 0.031173 | Time: 3112.56 ms [2021-05-26 07:32:40 main:574] : INFO : Epoch 1850 | loss: 0.031165 | val_loss: 0.0311722 | Time: 3125.78 ms [2021-05-26 07:32:43 main:574] : INFO : Epoch 1851 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 3114.98 ms [2021-05-26 07:32:46 main:574] : INFO : Epoch 1852 | loss: 0.0311645 | val_loss: 0.0311732 | Time: 3104.12 ms [2021-05-26 07:32:49 main:574] : INFO : Epoch 1853 | loss: 0.0311638 | val_loss: 0.0311749 | Time: 3156.93 ms [2021-05-26 07:32:52 main:574] : INFO : Epoch 1854 | loss: 0.0311627 | val_loss: 0.0311713 | Time: 3072.82 ms [2021-05-26 07:32:56 main:574] : INFO : Epoch 1855 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 3136.56 ms [2021-05-26 07:32:59 main:574] : INFO : Epoch 1856 | loss: 0.0311638 | val_loss: 0.031172 | Time: 3135.09 ms [2021-05-26 07:33:02 main:574] : INFO : Epoch 1857 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 3099.54 ms [2021-05-26 07:33:05 main:574] : INFO : Epoch 1858 | loss: 0.0311625 | val_loss: 0.0311749 | Time: 3105.66 ms [2021-05-26 07:33:08 main:574] : INFO : Epoch 1859 | loss: 0.0311622 | val_loss: 0.031171 | Time: 3191.64 ms [2021-05-26 07:33:11 main:574] : INFO : Epoch 1860 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 3188.78 ms [2021-05-26 07:33:14 main:574] : INFO : Epoch 1861 | loss: 0.0311618 | val_loss: 0.0311772 | Time: 3067.95 ms [2021-05-26 07:33:18 main:574] : INFO : Epoch 1862 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 3151.89 ms [2021-05-26 07:33:21 main:574] : INFO : Epoch 1863 | loss: 0.0311629 | val_loss: 0.0311732 | Time: 3131.46 ms [2021-05-26 07:33:24 main:574] : INFO : Epoch 1864 | loss: 0.0311624 | val_loss: 0.0311749 | Time: 3146.68 ms [2021-05-26 07:33:27 main:574] : INFO : Epoch 1865 | loss: 0.0311618 | val_loss: 0.0311717 | Time: 3122.25 ms [2021-05-26 07:33:30 main:574] : INFO : Epoch 1866 | loss: 0.0311616 | val_loss: 0.0311739 | Time: 3121.42 ms [2021-05-26 07:33:33 main:574] : INFO : Epoch 1867 | loss: 0.031161 | val_loss: 0.0311726 | Time: 3138.8 ms [2021-05-26 07:33:36 main:574] : INFO : Epoch 1868 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 3134.95 ms [2021-05-26 07:33:39 main:574] : INFO : Epoch 1869 | loss: 0.0311599 | val_loss: 0.0311727 | Time: 3095.1 ms [2021-05-26 07:33:43 main:574] : INFO : Epoch 1870 | loss: 0.0311601 | val_loss: 0.0311742 | Time: 3133.29 ms [2021-05-26 07:33:46 main:574] : INFO : Epoch 1871 | loss: 0.0311597 | val_loss: 0.0311725 | Time: 3146.38 ms [2021-05-26 07:33:49 main:574] : INFO : Epoch 1872 | loss: 0.0311597 | val_loss: 0.0311757 | Time: 3166.36 ms [2021-05-26 07:33:52 main:574] : INFO : Epoch 1873 | loss: 0.0311601 | val_loss: 0.0311779 | Time: 3138.43 ms [2021-05-26 07:33:55 main:574] : INFO : Epoch 1874 | loss: 0.0311613 | val_loss: 0.031173 | Time: 3138.95 ms [2021-05-26 07:33:58 main:574] : INFO : Epoch 1875 | loss: 0.0311598 | val_loss: 0.0311742 | Time: 3134.95 ms [2021-05-26 07:34:01 main:574] : INFO : Epoch 1876 | loss: 0.0311595 | val_loss: 0.0311728 | Time: 3147.33 ms [2021-05-26 07:34:05 main:574] : INFO : Epoch 1877 | loss: 0.0311589 | val_loss: 0.0311764 | Time: 3111.57 ms [2021-05-26 07:34:08 main:574] : INFO : Epoch 1878 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 3146.77 ms [2021-05-26 07:34:11 main:574] : INFO : Epoch 1879 | loss: 0.031161 | val_loss: 0.0311732 | Time: 3134.55 ms [2021-05-26 07:34:14 main:574] : INFO : Epoch 1880 | loss: 0.0311611 | val_loss: 0.031173 | Time: 3187.79 ms [2021-05-26 07:34:17 main:574] : INFO : Epoch 1881 | loss: 0.0311604 | val_loss: 0.0311772 | Time: 3122.36 ms [2021-05-26 07:34:20 main:574] : INFO : Epoch 1882 | loss: 0.0311601 | val_loss: 0.0311725 | Time: 3122.52 ms [2021-05-26 07:34:23 main:574] : INFO : Epoch 1883 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 3105.16 ms [2021-05-26 07:34:27 main:574] : INFO : Epoch 1884 | loss: 0.0311594 | val_loss: 0.0311722 | Time: 3105.84 ms [2021-05-26 07:34:30 main:574] : INFO : Epoch 1885 | loss: 0.0311591 | val_loss: 0.0311745 | Time: 3129.1 ms [2021-05-26 07:34:33 main:574] : INFO : Epoch 1886 | loss: 0.0311592 | val_loss: 0.0311715 | Time: 3136 ms [2021-05-26 07:34:36 main:574] : INFO : Epoch 1887 | loss: 0.0311599 | val_loss: 0.0311729 | Time: 3174.69 ms [2021-05-26 07:34:39 main:574] : INFO : Epoch 1888 | loss: 0.0311605 | val_loss: 0.0311744 | Time: 3140.09 ms [2021-05-26 07:34:42 main:574] : INFO : Epoch 1889 | loss: 0.0311588 | val_loss: 0.0311733 | Time: 3180.96 ms [2021-05-26 07:34:45 main:574] : INFO : Epoch 1890 | loss: 0.0311582 | val_loss: 0.0311718 | Time: 3102.25 ms [2021-05-26 07:34:48 main:574] : INFO : Epoch 1891 | loss: 0.0311582 | val_loss: 0.0311732 | Time: 3085.38 ms [2021-05-26 07:34:52 main:574] : INFO : Epoch 1892 | loss: 0.0311593 | val_loss: 0.0311716 | Time: 3104.23 ms [2021-05-26 07:34:55 main:574] : INFO : Epoch 1893 | loss: 0.0311859 | val_loss: 0.0311908 | Time: 3150.81 ms [2021-05-26 07:34:58 main:574] : INFO : Epoch 1894 | loss: 0.0325438 | val_loss: 0.0395261 | Time: 3145.11 ms [2021-05-26 07:35:01 main:574] : INFO : Epoch 1895 | loss: 0.0337071 | val_loss: 0.0313684 | Time: 3137.33 ms [2021-05-26 07:35:04 main:574] : INFO : Epoch 1896 | loss: 0.0313893 | val_loss: 0.0312898 | Time: 3154.43 ms [2021-05-26 07:35:07 main:574] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312177 | Time: 3153.82 ms [2021-05-26 07:35:11 main:574] : INFO : Epoch 1898 | loss: 0.0312071 | val_loss: 0.0312037 | Time: 3144.73 ms [2021-05-26 07:35:14 main:574] : INFO : Epoch 1899 | loss: 0.0311921 | val_loss: 0.0311905 | Time: 3147.11 ms [2021-05-26 07:35:17 main:574] : INFO : Epoch 1900 | loss: 0.0311849 | val_loss: 0.0311896 | Time: 3132.22 ms [2021-05-26 07:35:20 main:574] : INFO : Epoch 1901 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 3145.04 ms [2021-05-26 07:35:23 main:574] : INFO : Epoch 1902 | loss: 0.0311782 | val_loss: 0.0311792 | Time: 3109.34 ms [2021-05-26 07:35:26 main:574] : INFO : Epoch 1903 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 3135.51 ms [2021-05-26 07:35:29 main:574] : INFO : Epoch 1904 | loss: 0.0311762 | val_loss: 0.0311838 | Time: 3119.72 ms [2021-05-26 07:35:32 main:574] : INFO : Epoch 1905 | loss: 0.031176 | val_loss: 0.0311779 | Time: 3115.74 ms [2021-05-26 07:35:36 main:574] : INFO : Epoch 1906 | loss: 0.0311758 | val_loss: 0.0311758 | Time: 3139.65 ms [2021-05-26 07:35:39 main:574] : INFO : Epoch 1907 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 3125.6 ms [2021-05-26 07:35:42 main:574] : INFO : Epoch 1908 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 3141.6 ms [2021-05-26 07:35:45 main:574] : INFO : Epoch 1909 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 3115.33 ms [2021-05-26 07:35:48 main:574] : INFO : Epoch 1910 | loss: 0.0311711 | val_loss: 0.0311771 | Time: 3137.48 ms [2021-05-26 07:35:51 main:574] : INFO : Epoch 1911 | loss: 0.0311719 | val_loss: 0.031176 | Time: 3083.71 ms [2021-05-26 07:35:54 main:574] : INFO : Epoch 1912 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 3147.98 ms [2021-05-26 07:35:57 main:574] : INFO : Epoch 1913 | loss: 0.0311716 | val_loss: 0.031184 | Time: 3136.11 ms [2021-05-26 07:36:01 main:574] : INFO : Epoch 1914 | loss: 0.0311745 | val_loss: 0.031177 | Time: 3121.73 ms [2021-05-26 07:36:04 main:574] : INFO : Epoch 1915 | loss: 0.0311718 | val_loss: 0.0311729 | Time: 3166.2 ms [2021-05-26 07:36:07 main:574] : INFO : Epoch 1916 | loss: 0.0311714 | val_loss: 0.0311724 | Time: 3202.67 ms [2021-05-26 07:36:10 main:574] : INFO : Epoch 1917 | loss: 0.0311733 | val_loss: 0.0311849 | Time: 3121.24 ms [2021-05-26 07:36:13 main:574] : INFO : Epoch 1918 | loss: 0.0311724 | val_loss: 0.0311718 | Time: 3097.39 ms [2021-05-26 07:36:16 main:574] : INFO : Epoch 1919 | loss: 0.03117 | val_loss: 0.0311732 | Time: 3110.18 ms [2021-05-26 07:36:19 main:574] : INFO : Epoch 1920 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 3108.06 ms [2021-05-26 07:36:23 main:574] : INFO : Epoch 1921 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 3165.37 ms [2021-05-26 07:36:26 main:574] : INFO : Epoch 1922 | loss: 0.031172 | val_loss: 0.0311761 | Time: 3133.75 ms [2021-05-26 07:36:29 main:574] : INFO : Epoch 1923 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 3145.67 ms [2021-05-26 07:36:32 main:574] : INFO : Epoch 1924 | loss: 0.0311705 | val_loss: 0.0311757 | Time: 3129.05 ms [2021-05-26 07:36:35 main:574] : INFO : Epoch 1925 | loss: 0.0311701 | val_loss: 0.0311796 | Time: 3118.11 ms [2021-05-26 07:36:38 main:574] : INFO : Epoch 1926 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 3186.76 ms [2021-05-26 07:36:41 main:574] : INFO : Epoch 1927 | loss: 0.0311688 | val_loss: 0.0311713 | Time: 3104.22 ms [2021-05-26 07:36:45 main:574] : INFO : Epoch 1928 | loss: 0.0311679 | val_loss: 0.0311757 | Time: 3123.69 ms [2021-05-26 07:36:48 main:574] : INFO : Epoch 1929 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 3117.76 ms [2021-05-26 07:36:51 main:574] : INFO : Epoch 1930 | loss: 0.0311681 | val_loss: 0.031173 | Time: 3166.44 ms [2021-05-26 07:36:54 main:574] : INFO : Epoch 1931 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 3125.48 ms [2021-05-26 07:36:57 main:574] : INFO : Epoch 1932 | loss: 0.0311653 | val_loss: 0.031172 | Time: 3150.72 ms [2021-05-26 07:37:00 main:574] : INFO : Epoch 1933 | loss: 0.031165 | val_loss: 0.0311715 | Time: 3151.88 ms [2021-05-26 07:37:03 main:574] : INFO : Epoch 1934 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 3107.81 ms [2021-05-26 07:37:07 main:574] : INFO : Epoch 1935 | loss: 0.0311654 | val_loss: 0.0311711 | Time: 3170.32 ms [2021-05-26 07:37:10 main:574] : INFO : Epoch 1936 | loss: 0.0311653 | val_loss: 0.0311736 | Time: 3220.45 ms [2021-05-26 07:37:13 main:574] : INFO : Epoch 1937 | loss: 0.031166 | val_loss: 0.0311713 | Time: 3196.35 ms [2021-05-26 07:37:16 main:574] : INFO : Epoch 1938 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 3138.31 ms [2021-05-26 07:37:19 main:574] : INFO : Epoch 1939 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 3124.21 ms [2021-05-26 07:37:23 main:574] : INFO : Epoch 1940 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 3200.43 ms [2021-05-26 07:37:26 main:574] : INFO : Epoch 1941 | loss: 0.0311638 | val_loss: 0.031171 | Time: 3125.33 ms [2021-05-26 07:37:29 main:574] : INFO : Epoch 1942 | loss: 0.0311633 | val_loss: 0.0311698 | Time: 3183.75 ms [2021-05-26 07:37:32 main:574] : INFO : Epoch 1943 | loss: 0.0311635 | val_loss: 0.0311701 | Time: 3114.93 ms [2021-05-26 07:37:35 main:574] : INFO : Epoch 1944 | loss: 0.031164 | val_loss: 0.0311716 | Time: 3110.63 ms [2021-05-26 07:37:38 main:574] : INFO : Epoch 1945 | loss: 0.031164 | val_loss: 0.0311723 | Time: 3184.31 ms [2021-05-26 07:37:41 main:574] : INFO : Epoch 1946 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 3128.2 ms [2021-05-26 07:37:45 main:574] : INFO : Epoch 1947 | loss: 0.0311635 | val_loss: 0.0311715 | Time: 3204.95 ms [2021-05-26 07:37:48 main:574] : INFO : Epoch 1948 | loss: 0.0311644 | val_loss: 0.0311772 | Time: 3121.08 ms [2021-05-26 07:37:51 main:574] : INFO : Epoch 1949 | loss: 0.0311653 | val_loss: 0.0311723 | Time: 3232.97 ms [2021-05-26 07:37:54 main:574] : INFO : Epoch 1950 | loss: 0.0311636 | val_loss: 0.0311701 | Time: 3131.09 ms [2021-05-26 07:37:57 main:574] : INFO : Epoch 1951 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 3140 ms [2021-05-26 07:38:00 main:574] : INFO : Epoch 1952 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 3108.05 ms [2021-05-26 07:38:04 main:574] : INFO : Epoch 1953 | loss: 0.031163 | val_loss: 0.0311699 | Time: 3162.36 ms [2021-05-26 07:38:07 main:574] : INFO : Epoch 1954 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 3156.81 ms [2021-05-26 07:38:10 main:574] : INFO : Epoch 1955 | loss: 0.0311629 | val_loss: 0.0311727 | Time: 3208.59 ms [2021-05-26 07:38:13 main:574] : INFO : Epoch 1956 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 3159.29 ms [2021-05-26 07:38:16 main:574] : INFO : Epoch 1957 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 3125.41 ms [2021-05-26 07:38:19 main:574] : INFO : Epoch 1958 | loss: 0.0311642 | val_loss: 0.031172 | Time: 3152.75 ms [2021-05-26 07:38:23 main:574] : INFO : Epoch 1959 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 3179.35 ms [2021-05-26 07:38:26 main:574] : INFO : Epoch 1960 | loss: 0.0311631 | val_loss: 0.0311739 | Time: 3139.91 ms [2021-05-26 07:38:29 main:574] : INFO : Epoch 1961 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 3142.23 ms [2021-05-26 07:38:32 main:574] : INFO : Epoch 1962 | loss: 0.0311645 | val_loss: 0.031172 | Time: 3113.12 ms [2021-05-26 07:38:35 main:574] : INFO : Epoch 1963 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 3143.99 ms [2021-05-26 07:38:38 main:574] : INFO : Epoch 1964 | loss: 0.0311646 | val_loss: 0.0311689 | Time: 3149.56 ms [2021-05-26 07:38:41 main:574] : INFO : Epoch 1965 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 3130.88 ms [2021-05-26 07:38:45 main:574] : INFO : Epoch 1966 | loss: 0.0311648 | val_loss: 0.0311712 | Time: 3189.58 ms [2021-05-26 07:38:48 main:574] : INFO : Epoch 1967 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 3138.33 ms [2021-05-26 07:38:51 main:574] : INFO : Epoch 1968 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 3162.22 ms [2021-05-26 07:38:54 main:574] : INFO : Epoch 1969 | loss: 0.0311646 | val_loss: 0.0311733 | Time: 3120.33 ms [2021-05-26 07:38:57 main:574] : INFO : Epoch 1970 | loss: 0.0311658 | val_loss: 0.0311709 | Time: 3175.39 ms [2021-05-26 07:39:00 main:574] : INFO : Epoch 1971 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 3094.91 ms [2021-05-26 07:39:03 main:574] : INFO : Epoch 1972 | loss: 0.0311641 | val_loss: 0.0311699 | Time: 3161.12 ms [2021-05-26 07:39:07 main:574] : INFO : Epoch 1973 | loss: 0.0311635 | val_loss: 0.0311729 | Time: 3173.37 ms [2021-05-26 07:39:10 main:574] : INFO : Epoch 1974 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 3184.76 ms [2021-05-26 07:39:13 main:574] : INFO : Epoch 1975 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 3114.65 ms [2021-05-26 07:39:16 main:574] : INFO : Epoch 1976 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 3167.97 ms [2021-05-26 07:39:19 main:574] : INFO : Epoch 1977 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 3140.34 ms [2021-05-26 07:39:22 main:574] : INFO : Epoch 1978 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 3135.85 ms [2021-05-26 07:39:26 main:574] : INFO : Epoch 1979 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 3147.2 ms [2021-05-26 07:39:29 main:574] : INFO : Epoch 1980 | loss: 0.0311627 | val_loss: 0.0311744 | Time: 3126.62 ms [2021-05-26 07:39:32 main:574] : INFO : Epoch 1981 | loss: 0.0311624 | val_loss: 0.0311733 | Time: 3114.91 ms [2021-05-26 07:39:35 main:574] : INFO : Epoch 1982 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 3125.97 ms [2021-05-26 07:39:38 main:574] : INFO : Epoch 1983 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 3134.33 ms [2021-05-26 07:39:41 main:574] : INFO : Epoch 1984 | loss: 0.0311622 | val_loss: 0.0311724 | Time: 3109.91 ms [2021-05-26 07:39:44 main:574] : INFO : Epoch 1985 | loss: 0.0311613 | val_loss: 0.0311725 | Time: 3140.43 ms [2021-05-26 07:39:47 main:574] : INFO : Epoch 1986 | loss: 0.0311605 | val_loss: 0.0311734 | Time: 3155.7 ms [2021-05-26 07:39:51 main:574] : INFO : Epoch 1987 | loss: 0.0311612 | val_loss: 0.031175 | Time: 3123.63 ms [2021-05-26 07:39:54 main:574] : INFO : Epoch 1988 | loss: 0.031161 | val_loss: 0.0311739 | Time: 3229.15 ms [2021-05-26 07:39:57 main:574] : INFO : Epoch 1989 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 3108.68 ms [2021-05-26 07:40:00 main:574] : INFO : Epoch 1990 | loss: 0.0311608 | val_loss: 0.0311744 | Time: 3079.94 ms [2021-05-26 07:40:03 main:574] : INFO : Epoch 1991 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 3107.13 ms [2021-05-26 07:40:06 main:574] : INFO : Epoch 1992 | loss: 0.0311595 | val_loss: 0.0311721 | Time: 3139.83 ms [2021-05-26 07:40:09 main:574] : INFO : Epoch 1993 | loss: 0.0311601 | val_loss: 0.0311719 | Time: 3165.22 ms [2021-05-26 07:40:13 main:574] : INFO : Epoch 1994 | loss: 0.03116 | val_loss: 0.0311726 | Time: 3216.27 ms [2021-05-26 07:40:16 main:574] : INFO : Epoch 1995 | loss: 0.0311618 | val_loss: 0.0311726 | Time: 3175.94 ms [2021-05-26 07:40:19 main:574] : INFO : Epoch 1996 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 3132.77 ms [2021-05-26 07:40:22 main:574] : INFO : Epoch 1997 | loss: 0.0311634 | val_loss: 0.0311741 | Time: 3243.35 ms [2021-05-26 07:40:25 main:574] : INFO : Epoch 1998 | loss: 0.0311629 | val_loss: 0.031169 | Time: 3118.91 ms [2021-05-26 07:40:28 main:574] : INFO : Epoch 1999 | loss: 0.031165 | val_loss: 0.0311702 | Time: 3142.27 ms [2021-05-26 07:40:32 main:574] : INFO : Epoch 2000 | loss: 0.031164 | val_loss: 0.0311686 | Time: 3096.74 ms [2021-05-26 07:40:35 main:574] : INFO : Epoch 2001 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 3141.94 ms [2021-05-26 07:40:38 main:574] : INFO : Epoch 2002 | loss: 0.0311629 | val_loss: 0.0311703 | Time: 3181.61 ms [2021-05-26 07:40:41 main:574] : INFO : Epoch 2003 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 3132.84 ms [2021-05-26 07:40:44 main:574] : INFO : Epoch 2004 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 3168.2 ms [2021-05-26 07:40:47 main:574] : INFO : Epoch 2005 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 3130.37 ms [2021-05-26 07:40:51 main:574] : INFO : Epoch 2006 | loss: 0.031162 | val_loss: 0.0311711 | Time: 3130.59 ms [2021-05-26 07:40:54 main:574] : INFO : Epoch 2007 | loss: 0.0311626 | val_loss: 0.0311726 | Time: 3176.69 ms [2021-05-26 07:40:57 main:574] : INFO : Epoch 2008 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 3120.47 ms [2021-05-26 07:41:00 main:574] : INFO : Epoch 2009 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 3160.05 ms [2021-05-26 07:41:03 main:574] : INFO : Epoch 2010 | loss: 0.0311613 | val_loss: 0.0311698 | Time: 3161 ms [2021-05-26 07:41:06 main:574] : INFO : Epoch 2011 | loss: 0.0311606 | val_loss: 0.0311702 | Time: 3158.65 ms [2021-05-26 07:41:09 main:574] : INFO : Epoch 2012 | loss: 0.0311604 | val_loss: 0.0311691 | Time: 3166.12 ms [2021-05-26 07:41:13 main:574] : INFO : Epoch 2013 | loss: 0.0311609 | val_loss: 0.0311705 | Time: 3156.15 ms [2021-05-26 07:41:16 main:574] : INFO : Epoch 2014 | loss: 0.03116 | val_loss: 0.0311691 | Time: 3138.87 ms [2021-05-26 07:41:19 main:574] : INFO : Epoch 2015 | loss: 0.0311604 | val_loss: 0.0311671 | Time: 3131.92 ms [2021-05-26 07:41:22 main:574] : INFO : Epoch 2016 | loss: 0.0311589 | val_loss: 0.031168 | Time: 3166.49 ms [2021-05-26 07:41:25 main:574] : INFO : Epoch 2017 | loss: 0.031159 | val_loss: 0.0311678 | Time: 3180.62 ms [2021-05-26 07:41:28 main:574] : INFO : Epoch 2018 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 3127.17 ms [2021-05-26 07:41:32 main:574] : INFO : Epoch 2019 | loss: 0.0311595 | val_loss: 0.0311698 | Time: 3125.89 ms [2021-05-26 07:41:35 main:574] : INFO : Epoch 2020 | loss: 0.0311602 | val_loss: 0.0311716 | Time: 3152.43 ms [2021-05-26 07:41:38 main:574] : INFO : Epoch 2021 | loss: 0.0311589 | val_loss: 0.0311685 | Time: 3170.79 ms [2021-05-26 07:41:41 main:574] : INFO : Epoch 2022 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 3152.86 ms [2021-05-26 07:41:44 main:574] : INFO : Epoch 2023 | loss: 0.0311589 | val_loss: 0.0311697 | Time: 3135.82 ms [2021-05-26 07:41:47 main:574] : INFO : Epoch 2024 | loss: 0.031159 | val_loss: 0.0311721 | Time: 3129.28 ms [2021-05-26 07:41:50 main:574] : INFO : Epoch 2025 | loss: 0.0311594 | val_loss: 0.0311676 | Time: 3152.22 ms [2021-05-26 07:41:54 main:574] : INFO : Epoch 2026 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 3161.15 ms [2021-05-26 07:41:57 main:574] : INFO : Epoch 2027 | loss: 0.0311576 | val_loss: 0.031169 | Time: 3154.99 ms [2021-05-26 07:42:00 main:574] : INFO : Epoch 2028 | loss: 0.0311621 | val_loss: 0.031174 | Time: 3121.35 ms [2021-05-26 07:42:03 main:574] : INFO : Epoch 2029 | loss: 0.0311592 | val_loss: 0.0311671 | Time: 3188.02 ms [2021-05-26 07:42:06 main:574] : INFO : Epoch 2030 | loss: 0.031159 | val_loss: 0.0311678 | Time: 3193.5 ms [2021-05-26 07:42:10 main:574] : INFO : Epoch 2031 | loss: 0.0311577 | val_loss: 0.0311683 | Time: 3248.34 ms [2021-05-26 07:42:13 main:574] : INFO : Epoch 2032 | loss: 0.0311582 | val_loss: 0.0311695 | Time: 3149.95 ms [2021-05-26 07:42:16 main:574] : INFO : Epoch 2033 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 3156.68 ms [2021-05-26 07:42:19 main:574] : INFO : Epoch 2034 | loss: 0.0311577 | val_loss: 0.0311684 | Time: 3149.87 ms [2021-05-26 07:42:22 main:574] : INFO : Epoch 2035 | loss: 0.0311596 | val_loss: 0.03117 | Time: 3112.22 ms [2021-05-26 07:42:25 main:574] : INFO : Epoch 2036 | loss: 0.0311585 | val_loss: 0.0311703 | Time: 3119.35 ms [2021-05-26 07:42:28 main:574] : INFO : Epoch 2037 | loss: 0.031157 | val_loss: 0.0311677 | Time: 3172.4 ms [2021-05-26 07:42:32 main:574] : INFO : Epoch 2038 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 3157.65 ms [2021-05-26 07:42:35 main:574] : INFO : Epoch 2039 | loss: 0.0311571 | val_loss: 0.0311683 | Time: 3158.62 ms [2021-05-26 07:42:38 main:574] : INFO : Epoch 2040 | loss: 0.0311582 | val_loss: 0.0311682 | Time: 3138.92 ms [2021-05-26 07:42:41 main:574] : INFO : Epoch 2041 | loss: 0.0311573 | val_loss: 0.0311664 | Time: 3168.03 ms [2021-05-26 07:42:44 main:574] : INFO : Epoch 2042 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 3094.72 ms [2021-05-26 07:42:47 main:574] : INFO : Epoch 2043 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 3150.33 ms [2021-05-26 07:42:50 main:574] : INFO : Epoch 2044 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 3120.93 ms [2021-05-26 07:42:54 main:574] : INFO : Epoch 2045 | loss: 0.0311572 | val_loss: 0.0311698 | Time: 3139.21 ms [2021-05-26 07:42:57 main:574] : INFO : Epoch 2046 | loss: 0.0311567 | val_loss: 0.0311683 | Time: 3151.5 ms [2021-05-26 07:43:00 main:574] : INFO : Epoch 2047 | loss: 0.031157 | val_loss: 0.0311668 | Time: 3144.82 ms [2021-05-26 07:43:03 main:574] : INFO : Epoch 2048 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 3172.03 ms [2021-05-26 07:43:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311663 [2021-05-26 07:43:03 main:603] : INFO : Saving end state to config to file [2021-05-26 07:43:03 main:608] : INFO : Success, exiting.. 07:43:03 (10632): 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)