Task 4507699
| Name | ParityMachine-1613190960-6492-1_1 |
| Workunit | 2411131 |
| Created | 21 Mar 2021, 18:07:38 UTC |
| Sent | 21 Mar 2021, 19:15:50 UTC |
| Report deadline | 28 Mar 2021, 19:15:50 UTC |
| Received | 22 Mar 2021, 15:09:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 54 min |
| CPU time | 1 hours 50 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1.75 ms [2021-03-21 22:09:54 main:574] : INFO : Epoch 1584 | loss: 0.031092 | val_loss: 0.0311554 | Time: 3146.25 ms [2021-03-21 22:09:57 main:574] : INFO : Epoch 1585 | loss: 0.0310894 | val_loss: 0.0311558 | Time: 3016.88 ms [2021-03-21 22:10:00 main:574] : INFO : Epoch 1586 | loss: 0.0311115 | val_loss: 0.0311464 | Time: 3307.66 ms [2021-03-21 22:10:03 main:574] : INFO : Epoch 1587 | loss: 0.0311084 | val_loss: 0.031158 | Time: 3016.78 ms [2021-03-21 22:10:06 main:574] : INFO : Epoch 1588 | loss: 0.0310967 | val_loss: 0.0311554 | Time: 3067.19 ms [2021-03-21 22:10:09 main:574] : INFO : Epoch 1589 | loss: 0.0310901 | val_loss: 0.0311612 | Time: 3198.92 ms [2021-03-21 22:10:13 main:574] : INFO : Epoch 1590 | loss: 0.0310874 | val_loss: 0.0311598 | Time: 3151.02 ms [2021-03-21 22:10:16 main:574] : INFO : Epoch 1591 | loss: 0.0310878 | val_loss: 0.0311587 | Time: 2936.95 ms [2021-03-21 22:10:19 main:574] : INFO : Epoch 1592 | loss: 0.0310865 | val_loss: 0.031152 | Time: 3087.82 ms [2021-03-21 22:10:22 main:574] : INFO : Epoch 1593 | loss: 0.0310851 | val_loss: 0.0311546 | Time: 3146.02 ms [2021-03-21 22:10:25 main:574] : INFO : Epoch 1594 | loss: 0.0310854 | val_loss: 0.0311568 | Time: 3202.31 ms [2021-03-21 22:10:28 main:574] : INFO : Epoch 1595 | loss: 0.0310824 | val_loss: 0.0311602 | Time: 3164.81 ms [2021-03-21 22:10:32 main:574] : INFO : Epoch 1596 | loss: 0.0310795 | val_loss: 0.0311624 | Time: 3120.36 ms [2021-03-21 22:10:35 main:574] : INFO : Epoch 1597 | loss: 0.0310823 | val_loss: 0.0311748 | Time: 2995.68 ms [2021-03-21 22:10:38 main:574] : INFO : Epoch 1598 | loss: 0.0310872 | val_loss: 0.0311538 | Time: 3081.52 ms [2021-03-21 22:10:41 main:574] : INFO : Epoch 1599 | loss: 0.0310819 | val_loss: 0.0311595 | Time: 3218.07 ms [2021-03-21 22:10:44 main:574] : INFO : Epoch 1600 | loss: 0.0310785 | val_loss: 0.0311644 | Time: 3095.42 ms [2021-03-21 22:10:47 main:574] : INFO : Epoch 1601 | loss: 0.0310801 | val_loss: 0.031161 | Time: 3247.57 ms [2021-03-21 22:10:51 main:574] : INFO : Epoch 1602 | loss: 0.031079 | val_loss: 0.0311696 | Time: 3273.08 ms [2021-03-21 22:10:54 main:574] : INFO : Epoch 1603 | loss: 0.031085 | val_loss: 0.0311503 | Time: 3193.76 ms [2021-03-21 22:10:57 main:574] : INFO : Epoch 1604 | loss: 0.0310963 | val_loss: 0.031153 | Time: 3108.27 ms [2021-03-21 22:11:00 main:574] : INFO : Epoch 1605 | loss: 0.0310889 | val_loss: 0.0311549 | Time: 3120.52 ms [2021-03-21 22:11:03 main:574] : INFO : Epoch 1606 | loss: 0.0310878 | val_loss: 0.0311685 | Time: 2959.09 ms [2021-03-21 22:11:06 main:574] : INFO : Epoch 1607 | loss: 0.0310845 | val_loss: 0.0311612 | Time: 3241.03 ms [2021-03-21 22:11:10 main:574] : INFO : Epoch 1608 | loss: 0.0310792 | val_loss: 0.031161 | Time: 3096.43 ms [2021-03-21 22:11:13 main:574] : INFO : Epoch 1609 | loss: 0.0310811 | val_loss: 0.0311596 | Time: 3039.09 ms [2021-03-21 22:11:16 main:574] : INFO : Epoch 1610 | loss: 0.0310851 | val_loss: 0.0311618 | Time: 3095.6 ms [2021-03-21 22:11:19 main:574] : INFO : Epoch 1611 | loss: 0.0310876 | val_loss: 0.0311554 | Time: 3131.11 ms [2021-03-21 22:11:22 main:574] : INFO : Epoch 1612 | loss: 0.0310831 | val_loss: 0.0311618 | Time: 3217.67 ms [2021-03-21 22:11:25 main:574] : INFO : Epoch 1613 | loss: 0.0310793 | val_loss: 0.0311617 | Time: 3196.28 ms [2021-03-21 22:11:28 main:574] : INFO : Epoch 1614 | loss: 0.0310866 | val_loss: 0.0311844 | Time: 3025.74 ms [2021-03-21 22:11:32 main:574] : INFO : Epoch 1615 | loss: 0.0311265 | val_loss: 0.0311587 | Time: 3088.7 ms [2021-03-21 22:11:35 main:574] : INFO : Epoch 1616 | loss: 0.0311204 | val_loss: 0.0311506 | Time: 3223.75 ms [2021-03-21 22:11:38 main:574] : INFO : Epoch 1617 | loss: 0.0311099 | val_loss: 0.0311458 | Time: 3141.44 ms [2021-03-21 22:11:41 main:574] : INFO : Epoch 1618 | loss: 0.0311045 | val_loss: 0.0311544 | Time: 3128.58 ms [2021-03-21 22:11:44 main:574] : INFO : Epoch 1619 | loss: 0.0310999 | val_loss: 0.0311533 | Time: 3163.13 ms [2021-03-21 22:11:48 main:574] : INFO : Epoch 1620 | loss: 0.0310953 | val_loss: 0.0311587 | Time: 3261.21 ms [2021-03-21 22:11:51 main:574] : INFO : Epoch 1621 | loss: 0.031091 | val_loss: 0.0311537 | Time: 3170.38 ms [2021-03-21 22:11:54 main:574] : INFO : Epoch 1622 | loss: 0.0310905 | val_loss: 0.0311568 | Time: 3103.31 ms [2021-03-21 22:11:57 main:574] : INFO : Epoch 1623 | loss: 0.0310851 | val_loss: 0.0311626 | Time: 3056.76 ms [2021-03-21 22:12:00 main:574] : INFO : Epoch 1624 | loss: 0.0310867 | val_loss: 0.0311596 | Time: 3165.92 ms [2021-03-21 22:12:03 main:574] : INFO : Epoch 1625 | loss: 0.0310796 | val_loss: 0.0311615 | Time: 3147.47 ms [2021-03-21 22:12:07 main:574] : INFO : Epoch 1626 | loss: 0.031083 | val_loss: 0.0311642 | Time: 3192.68 ms [2021-03-21 22:12:10 main:574] : INFO : Epoch 1627 | loss: 0.0310931 | val_loss: 0.0311604 | Time: 3090.98 ms [2021-03-21 22:12:13 main:574] : INFO : Epoch 1628 | loss: 0.0310913 | val_loss: 0.0311559 | Time: 3285.67 ms [2021-03-21 22:12:16 main:574] : INFO : Epoch 1629 | loss: 0.0310875 | val_loss: 0.0311598 | Time: 3240.76 ms [2021-03-21 22:12:19 main:574] : INFO : Epoch 1630 | loss: 0.0310823 | val_loss: 0.031151 | Time: 3127.31 ms [2021-03-21 22:12:23 main:574] : INFO : Epoch 1631 | loss: 0.0310825 | val_loss: 0.0311564 | Time: 3225.37 ms [2021-03-21 22:12:26 main:574] : INFO : Epoch 1632 | loss: 0.0310857 | val_loss: 0.0311547 | Time: 3184.43 ms [2021-03-21 22:12:29 main:574] : INFO : Epoch 1633 | loss: 0.0310922 | val_loss: 0.0311529 | Time: 3289 ms [2021-03-21 22:12:32 main:574] : INFO : Epoch 1634 | loss: 0.0310961 | val_loss: 0.0311767 | Time: 3075.5 ms [2021-03-21 22:12:35 main:574] : INFO : Epoch 1635 | loss: 0.031086 | val_loss: 0.0311565 | Time: 3025.62 ms [2021-03-21 22:12:39 main:574] : INFO : Epoch 1636 | loss: 0.0310833 | val_loss: 0.0311509 | Time: 3265.42 ms [2021-03-21 22:12:42 main:574] : INFO : Epoch 1637 | loss: 0.0310888 | val_loss: 0.0311656 | Time: 3218.11 ms [2021-03-21 22:12:45 main:574] : INFO : Epoch 1638 | loss: 0.0310965 | val_loss: 0.0311694 | Time: 2989.68 ms [2021-03-21 22:12:48 main:574] : INFO : Epoch 1639 | loss: 0.0310888 | val_loss: 0.0311516 | Time: 3133.67 ms [2021-03-21 22:12:51 main:574] : INFO : Epoch 1640 | loss: 0.0310844 | val_loss: 0.0311634 | Time: 3058.22 ms [2021-03-21 22:12:54 main:574] : INFO : Epoch 1641 | loss: 0.0310833 | val_loss: 0.0311685 | Time: 3128.26 ms [2021-03-21 22:12:58 main:574] : INFO : Epoch 1642 | loss: 0.0310812 | val_loss: 0.0311587 | Time: 3046.6 ms [2021-03-21 22:13:01 main:574] : INFO : Epoch 1643 | loss: 0.0310799 | val_loss: 0.0311681 | Time: 3132.25 ms [2021-03-21 22:13:04 main:574] : INFO : Epoch 1644 | loss: 0.0310844 | val_loss: 0.03116 | Time: 3317.39 ms [2021-03-21 22:13:07 main:574] : INFO : Epoch 1645 | loss: 0.0310797 | val_loss: 0.0311667 | Time: 3066.49 ms [2021-03-21 22:13:10 main:574] : INFO : Epoch 1646 | loss: 0.0310788 | val_loss: 0.0311739 | Time: 3183.32 ms [2021-03-21 22:13:13 main:574] : INFO : Epoch 1647 | loss: 0.0310758 | val_loss: 0.0311631 | Time: 3090.45 ms [2021-03-21 22:13:17 main:574] : INFO : Epoch 1648 | loss: 0.0310772 | val_loss: 0.0311672 | Time: 3193.07 ms [2021-03-21 22:13:20 main:574] : INFO : Epoch 1649 | loss: 0.0311094 | val_loss: 0.0311458 | Time: 3143.88 ms [2021-03-21 22:13:23 main:574] : INFO : Epoch 1650 | loss: 0.0311112 | val_loss: 0.0311386 | Time: 3101.03 ms [2021-03-21 22:13:26 main:574] : INFO : Epoch 1651 | loss: 0.0311068 | val_loss: 0.0311485 | Time: 3329.81 ms [2021-03-21 22:13:30 main:574] : INFO : Epoch 1652 | loss: 0.0310989 | val_loss: 0.0311519 | Time: 3321.75 ms [2021-03-21 22:13:33 main:574] : INFO : Epoch 1653 | loss: 0.031099 | val_loss: 0.0311502 | Time: 3220.4 ms [2021-03-21 22:13:36 main:574] : INFO : Epoch 1654 | loss: 0.0310916 | val_loss: 0.0311519 | Time: 3067.45 ms [2021-03-21 22:13:39 main:574] : INFO : Epoch 1655 | loss: 0.031091 | val_loss: 0.0311549 | Time: 3162.52 ms [2021-03-21 22:13:42 main:574] : INFO : Epoch 1656 | loss: 0.031092 | val_loss: 0.0311542 | Time: 3145.9 ms [2021-03-21 22:13:45 main:574] : INFO : Epoch 1657 | loss: 0.0310861 | val_loss: 0.0311484 | Time: 2986.74 ms [2021-03-21 22:13:49 main:574] : INFO : Epoch 1658 | loss: 0.0310853 | val_loss: 0.0311482 | Time: 3147.4 ms [2021-03-21 22:13:52 main:574] : INFO : Epoch 1659 | loss: 0.0310881 | val_loss: 0.0311509 | Time: 3037.15 ms [2021-03-21 22:13:55 main:574] : INFO : Epoch 1660 | loss: 0.0310838 | val_loss: 0.0311583 | Time: 3311.33 ms [2021-03-21 22:13:58 main:574] : INFO : Epoch 1661 | loss: 0.0310816 | val_loss: 0.0311556 | Time: 3029.66 ms [2021-03-21 22:14:01 main:574] : INFO : Epoch 1662 | loss: 0.031081 | val_loss: 0.03117 | Time: 3316.2 ms [2021-03-21 22:14:05 main:574] : INFO : Epoch 1663 | loss: 0.0310858 | val_loss: 0.0311577 | Time: 3081.99 ms [2021-03-21 22:14:08 main:574] : INFO : Epoch 1664 | loss: 0.0310817 | val_loss: 0.0311566 | Time: 3178.23 ms [2021-03-21 22:14:11 main:574] : INFO : Epoch 1665 | loss: 0.0310781 | val_loss: 0.0311595 | Time: 3113.63 ms [2021-03-21 22:14:14 main:574] : INFO : Epoch 1666 | loss: 0.0310778 | val_loss: 0.0311709 | Time: 3118.04 ms [2021-03-21 22:14:17 main:574] : INFO : Epoch 1667 | loss: 0.0310789 | val_loss: 0.0311575 | Time: 3235.48 ms [2021-03-21 22:14:20 main:574] : INFO : Epoch 1668 | loss: 0.031081 | val_loss: 0.0311623 | Time: 3126.12 ms [2021-03-21 22:14:24 main:574] : INFO : Epoch 1669 | loss: 0.0310817 | val_loss: 0.0311627 | Time: 3214.23 ms [2021-03-21 22:14:27 main:574] : INFO : Epoch 1670 | loss: 0.031082 | val_loss: 0.0311625 | Time: 3155.65 ms [2021-03-21 22:14:30 main:574] : INFO : Epoch 1671 | loss: 0.0310842 | val_loss: 0.0311511 | Time: 3160.51 ms [2021-03-21 22:14:33 main:574] : INFO : Epoch 1672 | loss: 0.0310865 | val_loss: 0.0311527 | Time: 3194.16 ms [2021-03-21 22:14:36 main:574] : INFO : Epoch 1673 | loss: 0.0310808 | val_loss: 0.0311724 | Time: 3037.86 ms [2021-03-21 22:14:40 main:574] : INFO : Epoch 1674 | loss: 0.0310822 | val_loss: 0.0311567 | Time: 3163.38 ms [2021-03-21 22:14:43 main:574] : INFO : Epoch 1675 | loss: 0.0310812 | val_loss: 0.0311661 | Time: 3102.93 ms [2021-03-21 22:14:46 main:574] : INFO : Epoch 1676 | loss: 0.0310804 | val_loss: 0.031153 | Time: 3173.78 ms [2021-03-21 22:14:49 main:574] : INFO : Epoch 1677 | loss: 0.0310786 | val_loss: 0.0311562 | Time: 3072.44 ms [2021-03-21 22:14:52 main:574] : INFO : Epoch 1678 | loss: 0.0310754 | val_loss: 0.0311633 | Time: 3314.77 ms [2021-03-21 22:14:56 main:574] : INFO : Epoch 1679 | loss: 0.0310754 | val_loss: 0.0311595 | Time: 3139.24 ms [2021-03-21 22:14:59 main:574] : INFO : Epoch 1680 | loss: 0.0310787 | val_loss: 0.0311534 | Time: 3068.75 ms [2021-03-21 22:15:02 main:574] : INFO : Epoch 1681 | loss: 0.0310758 | val_loss: 0.0311657 | Time: 3127 ms [2021-03-21 22:15:05 main:574] : INFO : Epoch 1682 | loss: 0.0310798 | val_loss: 0.0311582 | Time: 3162.42 ms [2021-03-21 22:15:08 main:574] : INFO : Epoch 1683 | loss: 0.0310767 | val_loss: 0.0311593 | Time: 3301.58 ms [2021-03-21 22:15:11 main:574] : INFO : Epoch 1684 | loss: 0.0310809 | val_loss: 0.0311633 | Time: 3079.35 ms [2021-03-21 22:15:15 main:574] : INFO : Epoch 1685 | loss: 0.0310899 | val_loss: 0.0311508 | Time: 3154.53 ms [2021-03-21 22:15:18 main:574] : INFO : Epoch 1686 | loss: 0.0310931 | val_loss: 0.0311636 | Time: 3036.9 ms [2021-03-21 22:15:21 main:574] : INFO : Epoch 1687 | loss: 0.0311043 | val_loss: 0.0311485 | Time: 3004.62 ms [2021-03-21 22:15:24 main:574] : INFO : Epoch 1688 | loss: 0.0310928 | val_loss: 0.0311514 | Time: 3372.7 ms [2021-03-21 22:15:27 main:574] : INFO : Epoch 1689 | loss: 0.0310891 | val_loss: 0.031156 | Time: 3128.83 ms [2021-03-21 22:15:30 main:574] : INFO : Epoch 1690 | loss: 0.0310841 | val_loss: 0.0311628 | Time: 3070.68 ms [2021-03-21 22:15:34 main:574] : INFO : Epoch 1691 | loss: 0.0310922 | val_loss: 0.0311485 | Time: 3198.19 ms [2021-03-21 22:15:37 main:574] : INFO : Epoch 1692 | loss: 0.0310901 | val_loss: 0.0311553 | Time: 3153.66 ms [2021-03-21 22:15:40 main:574] : INFO : Epoch 1693 | loss: 0.031092 | val_loss: 0.0311568 | Time: 3049.9 ms [2021-03-21 22:15:43 main:574] : INFO : Epoch 1694 | loss: 0.0310886 | val_loss: 0.0311549 | Time: 3117.24 ms [2021-03-21 22:15:46 main:574] : INFO : Epoch 1695 | loss: 0.0310874 | val_loss: 0.0311589 | Time: 3151.47 ms [2021-03-21 22:15:49 main:574] : INFO : Epoch 1696 | loss: 0.0310822 | val_loss: 0.0311563 | Time: 3124.06 ms [2021-03-21 22:15:53 main:574] : INFO : Epoch 1697 | loss: 0.0310808 | val_loss: 0.0311508 | Time: 3101.5 ms [2021-03-21 22:15:56 main:574] : INFO : Epoch 1698 | loss: 0.0310801 | val_loss: 0.0311605 | Time: 3071.3 ms [2021-03-21 22:15:59 main:574] : INFO : Epoch 1699 | loss: 0.0310797 | val_loss: 0.0311523 | Time: 3215.49 ms [2021-03-21 22:16:02 main:574] : INFO : Epoch 1700 | loss: 0.0310849 | val_loss: 0.0311495 | Time: 3139.33 ms [2021-03-21 22:16:05 main:574] : INFO : Epoch 1701 | loss: 0.0310839 | val_loss: 0.0311625 | Time: 3110.92 ms [2021-03-21 22:16:08 main:574] : INFO : Epoch 1702 | loss: 0.0310828 | val_loss: 0.0311681 | Time: 3220.32 ms [2021-03-21 22:16:11 main:574] : INFO : Epoch 1703 | loss: 0.0310823 | val_loss: 0.0311452 | Time: 3007.55 ms [2021-03-21 22:16:15 main:574] : INFO : Epoch 1704 | loss: 0.0310832 | val_loss: 0.0311609 | Time: 3111.33 ms [2021-03-21 22:16:18 main:574] : INFO : Epoch 1705 | loss: 0.0310865 | val_loss: 0.0311589 | Time: 3001.95 ms [2021-03-21 22:16:21 main:574] : INFO : Epoch 1706 | loss: 0.0310833 | val_loss: 0.0311556 | Time: 3216.21 ms [2021-03-21 22:16:24 main:574] : INFO : Epoch 1707 | loss: 0.031081 | val_loss: 0.0311608 | Time: 3143.92 ms [2021-03-21 22:16:27 main:574] : INFO : Epoch 1708 | loss: 0.0310777 | val_loss: 0.0311507 | Time: 3131.42 ms [2021-03-21 22:16:31 main:574] : INFO : Epoch 1709 | loss: 0.0310791 | val_loss: 0.0311553 | Time: 3322.35 ms [2021-03-21 22:16:34 main:574] : INFO : Epoch 1710 | loss: 0.0310799 | val_loss: 0.0311552 | Time: 3056.13 ms [2021-03-21 22:16:37 main:574] : INFO : Epoch 1711 | loss: 0.0310762 | val_loss: 0.031167 | Time: 3228.45 ms [2021-03-21 22:16:40 main:574] : INFO : Epoch 1712 | loss: 0.0310743 | val_loss: 0.0311712 | Time: 3085.2 ms [2021-03-21 22:16:43 main:574] : INFO : Epoch 1713 | loss: 0.0310761 | val_loss: 0.0311617 | Time: 3175.23 ms [2021-03-21 22:16:47 main:574] : INFO : Epoch 1714 | loss: 0.0310745 | val_loss: 0.0311677 | Time: 3243.43 ms [2021-03-21 22:16:50 main:574] : INFO : Epoch 1715 | loss: 0.0310739 | val_loss: 0.0311831 | Time: 3090.31 ms [2021-03-21 22:16:53 main:574] : INFO : Epoch 1716 | loss: 0.0310797 | val_loss: 0.0311694 | Time: 3487.87 ms [2021-03-21 22:16:56 main:574] : INFO : Epoch 1717 | loss: 0.0310752 | val_loss: 0.0311626 | Time: 3175.46 ms [2021-03-21 22:17:00 main:574] : INFO : Epoch 1718 | loss: 0.0310723 | val_loss: 0.0311667 | Time: 3266.04 ms [2021-03-21 22:17:03 main:574] : INFO : Epoch 1719 | loss: 0.0310768 | val_loss: 0.0311518 | Time: 3284.64 ms [2021-03-21 22:17:06 main:574] : INFO : Epoch 1720 | loss: 0.0310786 | val_loss: 0.0311629 | Time: 3200 ms [2021-03-21 22:17:09 main:574] : INFO : Epoch 1721 | loss: 0.0310769 | val_loss: 0.0311602 | Time: 3151.2 ms [2021-03-21 22:17:13 main:574] : INFO : Epoch 1722 | loss: 0.0310899 | val_loss: 0.031154 | Time: 3204.03 ms [2021-03-21 22:17:16 main:574] : INFO : Epoch 1723 | loss: 0.0310897 | val_loss: 0.0311495 | Time: 3547.4 ms [2021-03-21 22:17:20 main:574] : INFO : Epoch 1724 | loss: 0.0310851 | val_loss: 0.0311632 | Time: 3512.26 ms [2021-03-21 22:17:23 main:574] : INFO : Epoch 1725 | loss: 0.0310871 | val_loss: 0.0311632 | Time: 3274.72 ms [2021-03-21 22:17:26 main:574] : INFO : Epoch 1726 | loss: 0.0310799 | val_loss: 0.031159 | Time: 3126.87 ms [2021-03-21 22:17:29 main:574] : INFO : Epoch 1727 | loss: 0.0310788 | val_loss: 0.0311608 | Time: 3148.16 ms [2021-03-21 22:17:33 main:574] : INFO : Epoch 1728 | loss: 0.0310779 | val_loss: 0.0311633 | Time: 3251.07 ms [2021-03-21 22:17:36 main:574] : INFO : Epoch 1729 | loss: 0.0310785 | val_loss: 0.0311618 | Time: 3098.81 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2021-03-22 15:45:29 main:435] : INFO : Set logging level to 1 [2021-03-22 15:45:30 main:441] : INFO : Running in BOINC Client mode [2021-03-22 15:45:30 main:444] : INFO : Resolving all filenames [2021-03-22 15:45:30 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-03-22 15:45:30 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1613190960-6492-1_1_r1559572404_1 (exists = 1) [2021-03-22 15:45:30 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1613190960-6492-1_1_r1559572404_0 (exists = 0) [2021-03-22 15:45:30 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1613190960-6492-1 (exists = 1) [2021-03-22 15:45:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-03-22 15:45:30 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-03-22 15:45:30 main:474] : INFO : Configuration: [2021-03-22 15:45:30 main:475] : INFO : Model type: GRU [2021-03-22 15:45:30 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-03-22 15:45:30 main:477] : INFO : Max Epochs: 2048 [2021-03-22 15:45:30 main:478] : INFO : Batch Size: 128 [2021-03-22 15:45:30 main:479] : INFO : Learning Rate: 0.01 [2021-03-22 15:45:30 main:480] : INFO : Patience: 10 [2021-03-22 15:45:30 main:481] : INFO : Hidden Width: 12 [2021-03-22 15:45:30 main:482] : INFO : # Recurrent Layers: 4 [2021-03-22 15:45:30 main:483] : INFO : # Backend Layers: 4 [2021-03-22 15:45:30 main:484] : INFO : # Threads: 1 [2021-03-22 15:45:30 main:486] : INFO : Preparing Dataset [2021-03-22 15:45:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-03-22 15:45:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-03-22 15:45:41 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-03-22 15:45:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-03-22 15:45:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-03-22 15:45:41 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-03-22 15:45:41 main:494] : INFO : Creating Model [2021-03-22 15:45:41 main:507] : INFO : Preparing config file [2021-03-22 15:45:42 main:511] : INFO : Found checkpoint, attempting to load... [2021-03-22 15:45:42 main:512] : INFO : Loading config [2021-03-22 15:45:42 main:514] : INFO : Loading state [2021-03-22 15:45:46 main:559] : INFO : Loading DataLoader into Memory [2021-03-22 15:45:47 main:562] : INFO : Starting Training [2021-03-22 15:45:53 main:574] : INFO : Epoch 1718 | loss: 0.0311832 | val_loss: 0.0311643 | Time: 6875.82 ms [2021-03-22 15:45:59 main:574] : INFO : Epoch 1719 | loss: 0.031091 | val_loss: 0.0311773 | Time: 4950.12 ms [2021-03-22 15:46:02 main:574] : INFO : Epoch 1720 | loss: 0.0310814 | val_loss: 0.0311604 | Time: 3785.93 ms [2021-03-22 15:46:06 main:574] : INFO : Epoch 1721 | loss: 0.0310777 | val_loss: 0.0311634 | Time: 4115.35 ms [2021-03-22 15:46:11 main:574] : INFO : Epoch 1722 | loss: 0.031077 | val_loss: 0.0311608 | Time: 4129.12 ms [2021-03-22 15:46:15 main:574] : INFO : Epoch 1723 | loss: 0.0310836 | val_loss: 0.0311641 | Time: 4133.21 ms [2021-03-22 15:46:19 main:574] : INFO : Epoch 1724 | loss: 0.0310837 | val_loss: 0.0311604 | Time: 3964.18 ms [2021-03-22 15:46:23 main:574] : INFO : Epoch 1725 | loss: 0.0310821 | val_loss: 0.0311567 | Time: 3910.77 ms [2021-03-22 15:46:27 main:574] : INFO : Epoch 1726 | loss: 0.0310831 | val_loss: 0.0311628 | Time: 3929.97 ms [2021-03-22 15:46:31 main:574] : INFO : Epoch 1727 | loss: 0.0310804 | val_loss: 0.0311654 | Time: 3719.98 ms [2021-03-22 15:46:35 main:574] : INFO : Epoch 1728 | loss: 0.0310795 | val_loss: 0.0311594 | Time: 3748.57 ms [2021-03-22 15:46:41 main:574] : INFO : Epoch 1729 | loss: 0.031077 | val_loss: 0.0311686 | Time: 3826.31 ms [2021-03-22 15:46:45 main:574] : INFO : Epoch 1730 | loss: 0.0310755 | val_loss: 0.0311684 | Time: 3686.78 ms [2021-03-22 15:46:48 main:574] : INFO : Epoch 1731 | loss: 0.0310765 | val_loss: 0.0311624 | Time: 3504.79 ms [2021-03-22 15:46:52 main:574] : INFO : Epoch 1732 | loss: 0.0310784 | val_loss: 0.0311651 | Time: 3261.74 ms [2021-03-22 15:46:56 main:574] : INFO : Epoch 1733 | loss: 0.0310803 | val_loss: 0.0311663 | Time: 4046.4 ms [2021-03-22 15:47:00 main:574] : INFO : Epoch 1734 | loss: 0.0310787 | val_loss: 0.0311645 | Time: 3889.87 ms [2021-03-22 15:47:03 main:574] : INFO : Epoch 1735 | loss: 0.0310777 | val_loss: 0.0311706 | Time: 3284.19 ms [2021-03-22 15:47:07 main:574] : INFO : Epoch 1736 | loss: 0.0310812 | val_loss: 0.0311645 | Time: 3783.92 ms [2021-03-22 15:47:10 main:574] : INFO : Epoch 1737 | loss: 0.0310793 | val_loss: 0.031158 | Time: 3523.58 ms [2021-03-22 15:47:14 main:574] : INFO : Epoch 1738 | loss: 0.0310816 | val_loss: 0.0311591 | Time: 3688.2 ms [2021-03-22 15:47:19 main:574] : INFO : Epoch 1739 | loss: 0.0310898 | val_loss: 0.0311703 | Time: 3439.43 ms [2021-03-22 15:47:23 main:574] : INFO : Epoch 1740 | loss: 0.03109 | val_loss: 0.0311571 | Time: 3712.35 ms [2021-03-22 15:47:26 main:574] : INFO : Epoch 1741 | loss: 0.0310934 | val_loss: 0.031157 | Time: 3414.76 ms [2021-03-22 15:47:30 main:574] : INFO : Epoch 1742 | loss: 0.0310923 | val_loss: 0.0311556 | Time: 3534.01 ms [2021-03-22 15:47:35 main:574] : INFO : Epoch 1743 | loss: 0.0310887 | val_loss: 0.0311552 | Time: 3671.03 ms [2021-03-22 15:47:38 main:574] : INFO : Epoch 1744 | loss: 0.0310926 | val_loss: 0.0311628 | Time: 3413.61 ms [2021-03-22 15:47:42 main:574] : INFO : Epoch 1745 | loss: 0.0310903 | val_loss: 0.0311578 | Time: 3502.85 ms [2021-03-22 15:47:46 main:574] : INFO : Epoch 1746 | loss: 0.0310871 | val_loss: 0.0311653 | Time: 3732.02 ms [2021-03-22 15:47:49 main:574] : INFO : Epoch 1747 | loss: 0.0310829 | val_loss: 0.0311627 | Time: 3495.62 ms [2021-03-22 15:47:53 main:574] : INFO : Epoch 1748 | loss: 0.0310804 | val_loss: 0.0311555 | Time: 3590.34 ms [2021-03-22 15:47:57 main:574] : INFO : Epoch 1749 | loss: 0.031085 | val_loss: 0.0311695 | Time: 3620.02 ms [2021-03-22 15:48:01 main:574] : INFO : Epoch 1750 | loss: 0.0310803 | val_loss: 0.031159 | Time: 3603.03 ms [2021-03-22 15:48:04 main:574] : INFO : Epoch 1751 | loss: 0.0310818 | val_loss: 0.0311579 | Time: 3568.37 ms [2021-03-22 15:48:09 main:574] : INFO : Epoch 1752 | loss: 0.0310796 | val_loss: 0.0311735 | Time: 3663.51 ms [2021-03-22 15:48:12 main:574] : INFO : Epoch 1753 | loss: 0.0310793 | val_loss: 0.0311693 | Time: 3495.56 ms [2021-03-22 15:48:16 main:574] : INFO : Epoch 1754 | loss: 0.0310791 | val_loss: 0.0311677 | Time: 3474.16 ms [2021-03-22 15:48:19 main:574] : INFO : Epoch 1755 | loss: 0.0310742 | val_loss: 0.0311751 | Time: 3666.29 ms [2021-03-22 15:48:24 main:574] : INFO : Epoch 1756 | loss: 0.0310746 | val_loss: 0.0311718 | Time: 3615.2 ms [2021-03-22 15:48:27 main:574] : INFO : Epoch 1757 | loss: 0.0310737 | val_loss: 0.0311705 | Time: 3590.6 ms [2021-03-22 15:48:31 main:574] : INFO : Epoch 1758 | loss: 0.0310729 | val_loss: 0.0311689 | Time: 3583.13 ms [2021-03-22 15:48:35 main:574] : INFO : Epoch 1759 | loss: 0.0310732 | val_loss: 0.0311687 | Time: 3641.26 ms [2021-03-22 15:48:38 main:574] : INFO : Epoch 1760 | loss: 0.0310774 | val_loss: 0.0311551 | Time: 3504.85 ms [2021-03-22 15:48:42 main:574] : INFO : Epoch 1761 | loss: 0.0310808 | val_loss: 0.0311669 | Time: 3553.97 ms [2021-03-22 15:48:46 main:574] : INFO : Epoch 1762 | loss: 0.0310806 | val_loss: 0.0311674 | Time: 3690.69 ms [2021-03-22 15:48:49 main:574] : INFO : Epoch 1763 | loss: 0.0310756 | val_loss: 0.0311718 | Time: 3598.63 ms [2021-03-22 15:48:53 main:574] : INFO : Epoch 1764 | loss: 0.031076 | val_loss: 0.0311662 | Time: 3640.69 ms [2021-03-22 15:48:57 main:574] : INFO : Epoch 1765 | loss: 0.0310769 | val_loss: 0.0311671 | Time: 3587.36 ms [2021-03-22 15:49:01 main:574] : INFO : Epoch 1766 | loss: 0.031075 | val_loss: 0.0311597 | Time: 3930.15 ms [2021-03-22 15:49:05 main:574] : INFO : Epoch 1767 | loss: 0.0310738 | val_loss: 0.0311663 | Time: 3561.39 ms [2021-03-22 15:49:10 main:574] : INFO : Epoch 1768 | loss: 0.0311033 | val_loss: 0.0311513 | Time: 3816 ms [2021-03-22 15:49:13 main:574] : INFO : Epoch 1769 | loss: 0.0310969 | val_loss: 0.0311624 | Time: 3632.63 ms [2021-03-22 15:49:17 main:574] : INFO : Epoch 1770 | loss: 0.0310862 | val_loss: 0.0311611 | Time: 3869.63 ms [2021-03-22 15:49:22 main:574] : INFO : Epoch 1771 | loss: 0.0310797 | val_loss: 0.0311693 | Time: 3655.63 ms [2021-03-22 15:49:27 main:574] : INFO : Epoch 1772 | loss: 0.0310763 | val_loss: 0.0311668 | Time: 4329.59 ms [2021-03-22 15:49:31 main:574] : INFO : Epoch 1773 | loss: 0.0310746 | val_loss: 0.031169 | Time: 3282.14 ms [2021-03-22 15:49:35 main:574] : INFO : Epoch 1774 | loss: 0.0310755 | val_loss: 0.0311673 | Time: 3693.75 ms [2021-03-22 15:49:39 main:574] : INFO : Epoch 1775 | loss: 0.031082 | val_loss: 0.0311567 | Time: 3754.46 ms [2021-03-22 15:49:42 main:574] : INFO : Epoch 1776 | loss: 0.0310806 | val_loss: 0.0311619 | Time: 3717.81 ms [2021-03-22 15:49:46 main:574] : INFO : Epoch 1777 | loss: 0.0310807 | val_loss: 0.0311604 | Time: 3882.28 ms [2021-03-22 15:49:52 main:574] : INFO : Epoch 1778 | loss: 0.0310788 | val_loss: 0.0311595 | Time: 4479.42 ms [2021-03-22 15:49:56 main:574] : INFO : Epoch 1779 | loss: 0.0310821 | val_loss: 0.0311556 | Time: 3927.4 ms [2021-03-22 15:49:59 main:574] : INFO : Epoch 1780 | loss: 0.0310827 | val_loss: 0.0311651 | Time: 3285.33 ms [2021-03-22 15:50:03 main:574] : INFO : Epoch 1781 | loss: 0.0310781 | val_loss: 0.0311624 | Time: 3381.36 ms [2021-03-22 15:50:07 main:574] : INFO : Epoch 1782 | loss: 0.0310765 | val_loss: 0.0311611 | Time: 4000.83 ms [2021-03-22 15:50:11 main:574] : INFO : Epoch 1783 | loss: 0.0310778 | val_loss: 0.0311641 | Time: 3571.84 ms [2021-03-22 15:50:15 main:574] : INFO : Epoch 1784 | loss: 0.0310764 | val_loss: 0.0311611 | Time: 4108.01 ms [2021-03-22 15:50:19 main:574] : INFO : Epoch 1785 | loss: 0.0310917 | val_loss: 0.0311526 | Time: 3821.07 ms [2021-03-22 15:50:23 main:574] : INFO : Epoch 1786 | loss: 0.0310875 | val_loss: 0.0311528 | Time: 3889.46 ms [2021-03-22 15:50:28 main:574] : INFO : Epoch 1787 | loss: 0.0310816 | val_loss: 0.0311678 | Time: 4252.88 ms [2021-03-22 15:50:32 main:574] : INFO : Epoch 1788 | loss: 0.0310802 | val_loss: 0.0311525 | Time: 4446.69 ms [2021-03-22 15:50:37 main:574] : INFO : Epoch 1789 | loss: 0.0310804 | val_loss: 0.0311605 | Time: 4650.21 ms [2021-03-22 15:50:41 main:574] : INFO : Epoch 1790 | loss: 0.0310757 | val_loss: 0.0311537 | Time: 4307.39 ms [2021-03-22 15:50:46 main:574] : INFO : Epoch 1791 | loss: 0.0310763 | val_loss: 0.0311611 | Time: 4134.84 ms [2021-03-22 15:50:50 main:574] : INFO : Epoch 1792 | loss: 0.0310793 | val_loss: 0.0311612 | Time: 3926.13 ms [2021-03-22 15:50:53 main:574] : INFO : Epoch 1793 | loss: 0.0310721 | val_loss: 0.0311723 | Time: 3645.93 ms [2021-03-22 15:50:57 main:574] : INFO : Epoch 1794 | loss: 0.031073 | val_loss: 0.0311562 | Time: 3607.03 ms [2021-03-22 15:51:01 main:574] : INFO : Epoch 1795 | loss: 0.0310742 | val_loss: 0.0311663 | Time: 3583.63 ms [2021-03-22 15:51:04 main:574] : INFO : Epoch 1796 | loss: 0.0310765 | val_loss: 0.0311696 | Time: 3606.81 ms [2021-03-22 15:51:08 main:574] : INFO : Epoch 1797 | loss: 0.0310707 | val_loss: 0.0311782 | Time: 3878.29 ms [2021-03-22 15:51:12 main:574] : INFO : Epoch 1798 | loss: 0.0310847 | val_loss: 0.0311498 | Time: 3340.5 ms [2021-03-22 15:51:16 main:574] : INFO : Epoch 1799 | loss: 0.0310829 | val_loss: 0.0311613 | Time: 3791.24 ms [2021-03-22 15:51:21 main:574] : INFO : Epoch 1800 | loss: 0.031075 | val_loss: 0.0311643 | Time: 4080.36 ms [2021-03-22 15:51:25 main:574] : INFO : Epoch 1801 | loss: 0.0310741 | val_loss: 0.0311607 | Time: 3341.53 ms [2021-03-22 15:51:29 main:574] : INFO : Epoch 1802 | loss: 0.0310774 | val_loss: 0.0311562 | Time: 3836.69 ms [2021-03-22 15:51:33 main:574] : INFO : Epoch 1803 | loss: 0.0310767 | val_loss: 0.0311548 | Time: 3666.17 ms [2021-03-22 15:51:36 main:574] : INFO : Epoch 1804 | loss: 0.0310812 | val_loss: 0.0311552 | Time: 3712.34 ms [2021-03-22 15:51:40 main:574] : INFO : Epoch 1805 | loss: 0.0310768 | val_loss: 0.0311564 | Time: 3683.92 ms [2021-03-22 15:51:44 main:574] : INFO : Epoch 1806 | loss: 0.0310788 | val_loss: 0.0311563 | Time: 3740.5 ms [2021-03-22 15:51:48 main:574] : INFO : Epoch 1807 | loss: 0.0310794 | val_loss: 0.0311593 | Time: 3726.21 ms [2021-03-22 15:51:51 main:574] : INFO : Epoch 1808 | loss: 0.0310742 | val_loss: 0.0311648 | Time: 3679.25 ms [2021-03-22 15:51:55 main:574] : INFO : Epoch 1809 | loss: 0.0310763 | val_loss: 0.0311698 | Time: 3693.3 ms [2021-03-22 15:51:59 main:574] : INFO : Epoch 1810 | loss: 0.0310735 | val_loss: 0.0311654 | Time: 3722.24 ms [2021-03-22 15:52:03 main:574] : INFO : Epoch 1811 | loss: 0.0310778 | val_loss: 0.0311633 | Time: 3686.21 ms [2021-03-22 15:52:06 main:574] : INFO : Epoch 1812 | loss: 0.0310749 | val_loss: 0.0311599 | Time: 3530.83 ms [2021-03-22 15:52:10 main:574] : INFO : Epoch 1813 | loss: 0.0310755 | val_loss: 0.0311711 | Time: 3688.6 ms [2021-03-22 15:52:14 main:574] : INFO : Epoch 1814 | loss: 0.0310703 | val_loss: 0.0311622 | Time: 3747.18 ms [2021-03-22 15:52:17 main:574] : INFO : Epoch 1815 | loss: 0.0310751 | val_loss: 0.0311628 | Time: 3635.58 ms [2021-03-22 15:52:21 main:574] : INFO : Epoch 1816 | loss: 0.0310726 | val_loss: 0.0311806 | Time: 3665.21 ms [2021-03-22 15:52:25 main:574] : INFO : Epoch 1817 | loss: 0.0310711 | val_loss: 0.0311574 | Time: 3729.07 ms [2021-03-22 15:52:29 main:574] : INFO : Epoch 1818 | loss: 0.0310729 | val_loss: 0.0311675 | Time: 3656.62 ms [2021-03-22 15:52:32 main:574] : INFO : Epoch 1819 | loss: 0.0310761 | val_loss: 0.0311714 | Time: 3522.02 ms [2021-03-22 15:52:36 main:574] : INFO : Epoch 1820 | loss: 0.0310731 | val_loss: 0.0311592 | Time: 3608.69 ms [2021-03-22 15:52:39 main:574] : INFO : Epoch 1821 | loss: 0.0310743 | val_loss: 0.0311571 | Time: 3631 ms [2021-03-22 15:52:43 main:574] : INFO : Epoch 1822 | loss: 0.0310747 | val_loss: 0.031159 | Time: 3644.29 ms [2021-03-22 15:52:47 main:574] : INFO : Epoch 1823 | loss: 0.031077 | val_loss: 0.0311583 | Time: 3700.39 ms [2021-03-22 15:52:51 main:574] : INFO : Epoch 1824 | loss: 0.0310764 | val_loss: 0.0311731 | Time: 3674.77 ms [2021-03-22 15:52:54 main:574] : INFO : Epoch 1825 | loss: 0.031075 | val_loss: 0.0311662 | Time: 3659.16 ms [2021-03-22 15:52:58 main:574] : INFO : Epoch 1826 | loss: 0.0310731 | val_loss: 0.0311573 | Time: 3604.35 ms [2021-03-22 15:53:02 main:574] : INFO : Epoch 1827 | loss: 0.0310709 | val_loss: 0.0311733 | Time: 3606.27 ms [2021-03-22 15:53:05 main:574] : INFO : Epoch 1828 | loss: 0.0310717 | val_loss: 0.0311697 | Time: 3736.29 ms [2021-03-22 15:53:09 main:574] : INFO : Epoch 1829 | loss: 0.0310915 | val_loss: 0.0311509 | Time: 3820.11 ms [2021-03-22 15:53:13 main:574] : INFO : Epoch 1830 | loss: 0.0310856 | val_loss: 0.0311561 | Time: 3408.31 ms [2021-03-22 15:53:16 main:574] : INFO : Epoch 1831 | loss: 0.0310886 | val_loss: 0.031169 | Time: 3363.27 ms [2021-03-22 15:53:20 main:574] : INFO : Epoch 1832 | loss: 0.0310862 | val_loss: 0.0311548 | Time: 3568.49 ms [2021-03-22 15:53:23 main:574] : INFO : Epoch 1833 | loss: 0.0310821 | val_loss: 0.0311562 | Time: 3564.68 ms [2021-03-22 15:53:27 main:574] : INFO : Epoch 1834 | loss: 0.0310836 | val_loss: 0.0311657 | Time: 3458.99 ms [2021-03-22 15:53:30 main:574] : INFO : Epoch 1835 | loss: 0.0310776 | val_loss: 0.0311586 | Time: 3593.89 ms [2021-03-22 15:53:34 main:574] : INFO : Epoch 1836 | loss: 0.0310755 | val_loss: 0.0311572 | Time: 3527.08 ms [2021-03-22 15:53:37 main:574] : INFO : Epoch 1837 | loss: 0.0310696 | val_loss: 0.0311642 | Time: 3588.9 ms [2021-03-22 15:53:41 main:574] : INFO : Epoch 1838 | loss: 0.0310729 | val_loss: 0.0311541 | Time: 3487.64 ms [2021-03-22 15:53:44 main:574] : INFO : Epoch 1839 | loss: 0.031073 | val_loss: 0.0311609 | Time: 3458.66 ms [2021-03-22 15:53:48 main:574] : INFO : Epoch 1840 | loss: 0.0310752 | val_loss: 0.0311635 | Time: 3705.17 ms [2021-03-22 15:53:52 main:574] : INFO : Epoch 1841 | loss: 0.0310762 | val_loss: 0.0311741 | Time: 3674.03 ms [2021-03-22 15:53:56 main:574] : INFO : Epoch 1842 | loss: 0.0310729 | val_loss: 0.0311791 | Time: 3585.17 ms [2021-03-22 15:53:59 main:574] : INFO : Epoch 1843 | loss: 0.0310707 | val_loss: 0.0311567 | Time: 3568.68 ms [2021-03-22 15:54:03 main:574] : INFO : Epoch 1844 | loss: 0.0310709 | val_loss: 0.0311714 | Time: 3616.2 ms [2021-03-22 15:54:06 main:574] : INFO : Epoch 1845 | loss: 0.0310744 | val_loss: 0.0311752 | Time: 3486.29 ms [2021-03-22 15:54:10 main:574] : INFO : Epoch 1846 | loss: 0.0310797 | val_loss: 0.0311628 | Time: 3634.07 ms [2021-03-22 15:54:14 main:574] : INFO : Epoch 1847 | loss: 0.0310896 | val_loss: 0.031164 | Time: 3534.79 ms [2021-03-22 15:54:17 main:574] : INFO : Epoch 1848 | loss: 0.0310834 | val_loss: 0.0311587 | Time: 3543.66 ms [2021-03-22 15:54:21 main:574] : INFO : Epoch 1849 | loss: 0.0310835 | val_loss: 0.0311617 | Time: 3469.35 ms [2021-03-22 15:54:24 main:574] : INFO : Epoch 1850 | loss: 0.0310757 | val_loss: 0.031167 | Time: 3508.78 ms [2021-03-22 15:54:28 main:574] : INFO : Epoch 1851 | loss: 0.0310733 | val_loss: 0.0311574 | Time: 3569.65 ms [2021-03-22 15:54:32 main:574] : INFO : Epoch 1852 | loss: 0.0310716 | val_loss: 0.0311626 | Time: 3558.65 ms [2021-03-22 15:54:35 main:574] : INFO : Epoch 1853 | loss: 0.0310668 | val_loss: 0.0311664 | Time: 3744.66 ms [2021-03-22 15:54:39 main:574] : INFO : Epoch 1854 | loss: 0.0310707 | val_loss: 0.0311661 | Time: 3432.51 ms [2021-03-22 15:54:42 main:574] : INFO : Epoch 1855 | loss: 0.0310723 | val_loss: 0.0311627 | Time: 3389.39 ms [2021-03-22 15:54:46 main:574] : INFO : Epoch 1856 | loss: 0.0310707 | val_loss: 0.0311635 | Time: 3524.09 ms [2021-03-22 15:54:49 main:574] : INFO : Epoch 1857 | loss: 0.0310746 | val_loss: 0.0311616 | Time: 3589.51 ms [2021-03-22 15:54:53 main:574] : INFO : Epoch 1858 | loss: 0.0310786 | val_loss: 0.0311666 | Time: 3516.7 ms [2021-03-22 15:54:56 main:574] : INFO : Epoch 1859 | loss: 0.0310774 | val_loss: 0.0311718 | Time: 3458.52 ms [2021-03-22 15:55:00 main:574] : INFO : Epoch 1860 | loss: 0.0310731 | val_loss: 0.0311662 | Time: 3586.84 ms [2021-03-22 15:55:04 main:574] : INFO : Epoch 1861 | loss: 0.0310777 | val_loss: 0.0311639 | Time: 3693.89 ms [2021-03-22 15:55:08 main:574] : INFO : Epoch 1862 | loss: 0.0310764 | val_loss: 0.031159 | Time: 3836.31 ms [2021-03-22 15:55:11 main:574] : INFO : Epoch 1863 | loss: 0.0310799 | val_loss: 0.0311665 | Time: 3743.18 ms [2021-03-22 15:55:15 main:574] : INFO : Epoch 1864 | loss: 0.0310737 | val_loss: 0.0311703 | Time: 3688.57 ms [2021-03-22 15:55:19 main:574] : INFO : Epoch 1865 | loss: 0.0310782 | val_loss: 0.03116 | Time: 3732.98 ms [2021-03-22 15:55:23 main:574] : INFO : Epoch 1866 | loss: 0.0310776 | val_loss: 0.0311668 | Time: 4082.48 ms [2021-03-22 15:55:27 main:574] : INFO : Epoch 1867 | loss: 0.0310767 | val_loss: 0.0311672 | Time: 4298.19 ms [2021-03-22 15:55:32 main:574] : INFO : Epoch 1868 | loss: 0.0310752 | val_loss: 0.0311671 | Time: 4233.32 ms [2021-03-22 15:55:36 main:574] : INFO : Epoch 1869 | loss: 0.0310727 | val_loss: 0.0311757 | Time: 4253.07 ms [2021-03-22 15:55:40 main:574] : INFO : Epoch 1870 | loss: 0.031072 | val_loss: 0.0311618 | Time: 4376.38 ms [2021-03-22 15:55:45 main:574] : INFO : Epoch 1871 | loss: 0.031078 | val_loss: 0.0311618 | Time: 4277.87 ms [2021-03-22 15:55:49 main:574] : INFO : Epoch 1872 | loss: 0.0310776 | val_loss: 0.0311551 | Time: 3769.18 ms [2021-03-22 15:55:52 main:574] : INFO : Epoch 1873 | loss: 0.0310787 | val_loss: 0.0311611 | Time: 3735.61 ms [2021-03-22 15:55:56 main:574] : INFO : Epoch 1874 | loss: 0.031076 | val_loss: 0.03116 | Time: 3629.47 ms [2021-03-22 15:56:00 main:574] : INFO : Epoch 1875 | loss: 0.0310874 | val_loss: 0.0311569 | Time: 3614.25 ms [2021-03-22 15:56:04 main:574] : INFO : Epoch 1876 | loss: 0.0310827 | val_loss: 0.0311599 | Time: 3844.88 ms [2021-03-22 15:56:08 main:574] : INFO : Epoch 1877 | loss: 0.0310819 | val_loss: 0.03116 | Time: 4118.89 ms [2021-03-22 15:56:12 main:574] : INFO : Epoch 1878 | loss: 0.0310934 | val_loss: 0.0311596 | Time: 3967.53 ms [2021-03-22 15:56:15 main:574] : INFO : Epoch 1879 | loss: 0.0310883 | val_loss: 0.0311521 | Time: 3670.76 ms [2021-03-22 15:56:19 main:574] : INFO : Epoch 1880 | loss: 0.031081 | val_loss: 0.0311634 | Time: 3565.37 ms [2021-03-22 15:56:23 main:574] : INFO : Epoch 1881 | loss: 0.03108 | val_loss: 0.0311705 | Time: 3581.64 ms [2021-03-22 15:56:26 main:574] : INFO : Epoch 1882 | loss: 0.0310863 | val_loss: 0.0311532 | Time: 3624.62 ms [2021-03-22 15:56:30 main:574] : INFO : Epoch 1883 | loss: 0.031091 | val_loss: 0.0311535 | Time: 3780 ms [2021-03-22 15:56:34 main:574] : INFO : Epoch 1884 | loss: 0.0310853 | val_loss: 0.0311544 | Time: 3760.33 ms [2021-03-22 15:56:38 main:574] : INFO : Epoch 1885 | loss: 0.0310798 | val_loss: 0.0311565 | Time: 3730.24 ms [2021-03-22 15:56:41 main:574] : INFO : Epoch 1886 | loss: 0.0310763 | val_loss: 0.0311617 | Time: 3499.75 ms [2021-03-22 15:56:45 main:574] : INFO : Epoch 1887 | loss: 0.0310752 | val_loss: 0.031169 | Time: 3580.32 ms [2021-03-22 15:56:49 main:574] : INFO : Epoch 1888 | loss: 0.0310733 | val_loss: 0.031153 | Time: 3641.1 ms [2021-03-22 15:56:52 main:574] : INFO : Epoch 1889 | loss: 0.0310717 | val_loss: 0.0311607 | Time: 3578.79 ms [2021-03-22 15:56:56 main:574] : INFO : Epoch 1890 | loss: 0.0310721 | val_loss: 0.0311562 | Time: 3655.28 ms [2021-03-22 15:57:00 main:574] : INFO : Epoch 1891 | loss: 0.031075 | val_loss: 0.0311737 | Time: 4298.82 ms [2021-03-22 15:57:05 main:574] : INFO : Epoch 1892 | loss: 0.0310764 | val_loss: 0.0311611 | Time: 4225.7 ms [2021-03-22 15:57:08 main:574] : INFO : Epoch 1893 | loss: 0.0310753 | val_loss: 0.0311564 | Time: 3592.27 ms [2021-03-22 15:57:12 main:574] : INFO : Epoch 1894 | loss: 0.0310749 | val_loss: 0.0311576 | Time: 3621.26 ms [2021-03-22 15:57:16 main:574] : INFO : Epoch 1895 | loss: 0.03107 | val_loss: 0.0311611 | Time: 3645.02 ms [2021-03-22 15:57:20 main:574] : INFO : Epoch 1896 | loss: 0.0310692 | val_loss: 0.0311662 | Time: 3710.08 ms [2021-03-22 15:57:24 main:574] : INFO : Epoch 1897 | loss: 0.0310698 | val_loss: 0.0311629 | Time: 3661.83 ms [2021-03-22 15:57:27 main:574] : INFO : Epoch 1898 | loss: 0.0310796 | val_loss: 0.0311585 | Time: 3580.44 ms [2021-03-22 15:57:31 main:574] : INFO : Epoch 1899 | loss: 0.0310756 | val_loss: 0.0311692 | Time: 3526.83 ms [2021-03-22 15:57:34 main:574] : INFO : Epoch 1900 | loss: 0.0310731 | val_loss: 0.0311614 | Time: 3571.75 ms [2021-03-22 15:57:38 main:574] : INFO : Epoch 1901 | loss: 0.0310734 | val_loss: 0.0311646 | Time: 3548.62 ms [2021-03-22 15:57:42 main:574] : INFO : Epoch 1902 | loss: 0.0310703 | val_loss: 0.031164 | Time: 3524.06 ms [2021-03-22 15:57:45 main:574] : INFO : Epoch 1903 | loss: 0.0310742 | val_loss: 0.0311573 | Time: 3588.16 ms [2021-03-22 15:57:49 main:574] : INFO : Epoch 1904 | loss: 0.0310761 | val_loss: 0.0311599 | Time: 3611.27 ms [2021-03-22 15:57:53 main:574] : INFO : Epoch 1905 | loss: 0.0310732 | val_loss: 0.0311723 | Time: 3688.98 ms [2021-03-22 15:57:56 main:574] : INFO : Epoch 1906 | loss: 0.0310692 | val_loss: 0.0311647 | Time: 3634.57 ms [2021-03-22 15:58:00 main:574] : INFO : Epoch 1907 | loss: 0.0310676 | val_loss: 0.0311691 | Time: 3555.78 ms [2021-03-22 15:58:06 main:574] : INFO : Epoch 1908 | loss: 0.0310813 | val_loss: 0.0311551 | Time: 6079.97 ms [2021-03-22 15:58:11 main:574] : INFO : Epoch 1909 | loss: 0.0311011 | val_loss: 0.0311484 | Time: 4534.81 ms [2021-03-22 15:58:15 main:574] : INFO : Epoch 1910 | loss: 0.0311018 | val_loss: 0.0311556 | Time: 4456.53 ms [2021-03-22 15:58:20 main:574] : INFO : Epoch 1911 | loss: 0.0310979 | val_loss: 0.0311536 | Time: 4483.73 ms [2021-03-22 15:58:24 main:574] : INFO : Epoch 1912 | loss: 0.031088 | val_loss: 0.0311532 | Time: 4109.3 ms [2021-03-22 15:58:29 main:574] : INFO : Epoch 1913 | loss: 0.0310819 | val_loss: 0.0311624 | Time: 5024.98 ms [2021-03-22 15:58:33 main:574] : INFO : Epoch 1914 | loss: 0.031079 | val_loss: 0.0311664 | Time: 4396.15 ms [2021-03-22 15:58:38 main:574] : INFO : Epoch 1915 | loss: 0.0310769 | val_loss: 0.0311612 | Time: 4329.47 ms [2021-03-22 15:58:42 main:574] : INFO : Epoch 1916 | loss: 0.0310758 | val_loss: 0.031162 | Time: 4635.57 ms [2021-03-22 15:58:47 main:574] : INFO : Epoch 1917 | loss: 0.0310717 | val_loss: 0.0311613 | Time: 4173.36 ms [2021-03-22 15:58:53 main:574] : INFO : Epoch 1918 | loss: 0.0310754 | val_loss: 0.031158 | Time: 5982.7 ms [2021-03-22 15:58:57 main:574] : INFO : Epoch 1919 | loss: 0.0310815 | val_loss: 0.0311566 | Time: 4330.24 ms [2021-03-22 15:59:01 main:574] : INFO : Epoch 1920 | loss: 0.0310788 | val_loss: 0.0311662 | Time: 3944.96 ms [2021-03-22 15:59:05 main:574] : INFO : Epoch 1921 | loss: 0.031072 | val_loss: 0.0311688 | Time: 3928.14 ms [2021-03-22 15:59:09 main:574] : INFO : Epoch 1922 | loss: 0.0310732 | val_loss: 0.0311564 | Time: 4005.52 ms [2021-03-22 15:59:13 main:574] : INFO : Epoch 1923 | loss: 0.0310776 | val_loss: 0.0311506 | Time: 3956.85 ms [2021-03-22 15:59:17 main:574] : INFO : Epoch 1924 | loss: 0.0310909 | val_loss: 0.0311612 | Time: 3982.26 ms [2021-03-22 15:59:21 main:574] : INFO : Epoch 1925 | loss: 0.0311557 | val_loss: 0.0313325 | Time: 3913.47 ms [2021-03-22 15:59:26 main:574] : INFO : Epoch 1926 | loss: 0.0364898 | val_loss: 0.0328698 | Time: 4697.59 ms [2021-03-22 15:59:30 main:574] : INFO : Epoch 1927 | loss: 0.032294 | val_loss: 0.0315675 | Time: 4430.95 ms [2021-03-22 15:59:36 main:574] : INFO : Epoch 1928 | loss: 0.0313611 | val_loss: 0.0312815 | Time: 4423.96 ms [2021-03-22 15:59:41 main:574] : INFO : Epoch 1929 | loss: 0.0312313 | val_loss: 0.0312096 | Time: 3921.21 ms [2021-03-22 15:59:45 main:574] : INFO : Epoch 1930 | loss: 0.0311915 | val_loss: 0.0311816 | Time: 3963.37 ms [2021-03-22 15:59:52 main:574] : INFO : Epoch 1931 | loss: 0.031169 | val_loss: 0.0311667 | Time: 7326.33 ms [2021-03-22 16:00:02 main:574] : INFO : Epoch 1932 | loss: 0.0311586 | val_loss: 0.0311627 | Time: 7585.62 ms [2021-03-22 16:00:07 main:574] : INFO : Epoch 1933 | loss: 0.031154 | val_loss: 0.0311583 | Time: 4654.06 ms [2021-03-22 16:00:16 main:574] : INFO : Epoch 1934 | loss: 0.0311478 | val_loss: 0.0311568 | Time: 7802.26 ms [2021-03-22 16:00:22 main:574] : INFO : Epoch 1935 | loss: 0.0311397 | val_loss: 0.0311581 | Time: 5834.97 ms [2021-03-22 16:00:29 main:574] : INFO : Epoch 1936 | loss: 0.0311354 | val_loss: 0.0311548 | Time: 4985.17 ms [2021-03-22 16:00:33 main:574] : INFO : Epoch 1937 | loss: 0.0311321 | val_loss: 0.0311606 | Time: 4094.38 ms [2021-03-22 16:00:39 main:574] : INFO : Epoch 1938 | loss: 0.0311275 | val_loss: 0.031151 | Time: 4788.41 ms [2021-03-22 16:00:44 main:574] : INFO : Epoch 1939 | loss: 0.03112 | val_loss: 0.0311563 | Time: 4208.14 ms [2021-03-22 16:00:49 main:574] : INFO : Epoch 1940 | loss: 0.0311159 | val_loss: 0.0311507 | Time: 4171.03 ms [2021-03-22 16:00:53 main:574] : INFO : Epoch 1941 | loss: 0.0311143 | val_loss: 0.0311479 | Time: 3683.11 ms [2021-03-22 16:00:56 main:574] : INFO : Epoch 1942 | loss: 0.0311123 | val_loss: 0.0311506 | Time: 3462.95 ms [2021-03-22 16:01:00 main:574] : INFO : Epoch 1943 | loss: 0.0311095 | val_loss: 0.0311518 | Time: 3464.95 ms [2021-03-22 16:01:04 main:574] : INFO : Epoch 1944 | loss: 0.0311087 | val_loss: 0.0311462 | Time: 3656.61 ms [2021-03-22 16:01:07 main:574] : INFO : Epoch 1945 | loss: 0.0311079 | val_loss: 0.031154 | Time: 3657.62 ms [2021-03-22 16:01:11 main:574] : INFO : Epoch 1946 | loss: 0.0311076 | val_loss: 0.0311619 | Time: 3592.25 ms [2021-03-22 16:01:15 main:574] : INFO : Epoch 1947 | loss: 0.0311068 | val_loss: 0.0311605 | Time: 3603.37 ms [2021-03-22 16:01:18 main:574] : INFO : Epoch 1948 | loss: 0.0311065 | val_loss: 0.0311574 | Time: 3336.15 ms [2021-03-22 16:01:22 main:574] : INFO : Epoch 1949 | loss: 0.031105 | val_loss: 0.0311541 | Time: 3571.42 ms [2021-03-22 16:01:26 main:574] : INFO : Epoch 1950 | loss: 0.0311033 | val_loss: 0.0311554 | Time: 3812.05 ms [2021-03-22 16:01:29 main:574] : INFO : Epoch 1951 | loss: 0.0311076 | val_loss: 0.0311574 | Time: 3557.53 ms [2021-03-22 16:01:34 main:574] : INFO : Epoch 1952 | loss: 0.0311069 | val_loss: 0.0311495 | Time: 3638.03 ms [2021-03-22 16:01:39 main:574] : INFO : Epoch 1953 | loss: 0.031101 | val_loss: 0.0311566 | Time: 3943.6 ms [2021-03-22 16:01:42 main:574] : INFO : Epoch 1954 | loss: 0.0310993 | val_loss: 0.0311525 | Time: 3519.23 ms [2021-03-22 16:01:46 main:574] : INFO : Epoch 1955 | loss: 0.0311017 | val_loss: 0.0311606 | Time: 3901.96 ms [2021-03-22 16:01:51 main:574] : INFO : Epoch 1956 | loss: 0.0311028 | val_loss: 0.0311574 | Time: 4345.94 ms [2021-03-22 16:01:56 main:574] : INFO : Epoch 1957 | loss: 0.031102 | val_loss: 0.0311517 | Time: 4334.31 ms [2021-03-22 16:01:59 main:574] : INFO : Epoch 1958 | loss: 0.0311025 | val_loss: 0.0311575 | Time: 3461.62 ms [2021-03-22 16:02:03 main:574] : INFO : Epoch 1959 | loss: 0.0311003 | val_loss: 0.0311542 | Time: 3660.37 ms [2021-03-22 16:02:07 main:574] : INFO : Epoch 1960 | loss: 0.0311024 | val_loss: 0.0311474 | Time: 3905.92 ms [2021-03-22 16:02:11 main:574] : INFO : Epoch 1961 | loss: 0.0311004 | val_loss: 0.0311546 | Time: 3426.02 ms [2021-03-22 16:02:15 main:574] : INFO : Epoch 1962 | loss: 0.0310986 | val_loss: 0.0311521 | Time: 3786.86 ms [2021-03-22 16:02:19 main:574] : INFO : Epoch 1963 | loss: 0.0311007 | val_loss: 0.0311521 | Time: 3881.1 ms [2021-03-22 16:02:24 main:574] : INFO : Epoch 1964 | loss: 0.031105 | val_loss: 0.0311493 | Time: 3632.3 ms [2021-03-22 16:02:28 main:574] : INFO : Epoch 1965 | loss: 0.0310993 | val_loss: 0.031157 | Time: 3855.38 ms [2021-03-22 16:02:32 main:574] : INFO : Epoch 1966 | loss: 0.0311017 | val_loss: 0.0311493 | Time: 3674.13 ms [2021-03-22 16:02:36 main:574] : INFO : Epoch 1967 | loss: 0.0311045 | val_loss: 0.031152 | Time: 3956.17 ms [2021-03-22 16:02:40 main:574] : INFO : Epoch 1968 | loss: 0.031101 | val_loss: 0.0311498 | Time: 3961.63 ms [2021-03-22 16:02:45 main:574] : INFO : Epoch 1969 | loss: 0.0310984 | val_loss: 0.0311539 | Time: 3974.61 ms [2021-03-22 16:02:48 main:574] : INFO : Epoch 1970 | loss: 0.0310953 | val_loss: 0.0311566 | Time: 3737.1 ms [2021-03-22 16:02:52 main:574] : INFO : Epoch 1971 | loss: 0.0310958 | val_loss: 0.0311594 | Time: 3874.1 ms [2021-03-22 16:02:57 main:574] : INFO : Epoch 1972 | loss: 0.0310937 | val_loss: 0.0311581 | Time: 3905.83 ms [2021-03-22 16:03:01 main:574] : INFO : Epoch 1973 | loss: 0.031095 | val_loss: 0.0311563 | Time: 4009.86 ms [2021-03-22 16:03:05 main:574] : INFO : Epoch 1974 | loss: 0.0310959 | val_loss: 0.0311514 | Time: 3792.24 ms [2021-03-22 16:03:09 main:574] : INFO : Epoch 1975 | loss: 0.0310955 | val_loss: 0.0311536 | Time: 3890.85 ms [2021-03-22 16:03:12 main:574] : INFO : Epoch 1976 | loss: 0.0310981 | val_loss: 0.0311494 | Time: 3777.18 ms [2021-03-22 16:03:16 main:574] : INFO : Epoch 1977 | loss: 0.0310982 | val_loss: 0.0311523 | Time: 3840.72 ms [2021-03-22 16:03:20 main:574] : INFO : Epoch 1978 | loss: 0.0310975 | val_loss: 0.0311554 | Time: 3928.33 ms [2021-03-22 16:03:25 main:574] : INFO : Epoch 1979 | loss: 0.0310925 | val_loss: 0.0311523 | Time: 3923.82 ms [2021-03-22 16:03:29 main:574] : INFO : Epoch 1980 | loss: 0.0310946 | val_loss: 0.0311523 | Time: 3768.24 ms [2021-03-22 16:03:33 main:574] : INFO : Epoch 1981 | loss: 0.031093 | val_loss: 0.0311528 | Time: 3837.53 ms [2021-03-22 16:03:37 main:574] : INFO : Epoch 1982 | loss: 0.0310953 | val_loss: 0.0311583 | Time: 3888.23 ms [2021-03-22 16:03:41 main:574] : INFO : Epoch 1983 | loss: 0.0310925 | val_loss: 0.031155 | Time: 3716.15 ms [2021-03-22 16:03:44 main:574] : INFO : Epoch 1984 | loss: 0.031096 | val_loss: 0.0311536 | Time: 3626.07 ms [2021-03-22 16:03:48 main:574] : INFO : Epoch 1985 | loss: 0.0310947 | val_loss: 0.031161 | Time: 3661.82 ms [2021-03-22 16:03:52 main:574] : INFO : Epoch 1986 | loss: 0.031098 | val_loss: 0.031158 | Time: 3675.87 ms [2021-03-22 16:03:56 main:574] : INFO : Epoch 1987 | loss: 0.0310955 | val_loss: 0.0311527 | Time: 3568.87 ms [2021-03-22 16:04:00 main:574] : INFO : Epoch 1988 | loss: 0.0310977 | val_loss: 0.0311543 | Time: 3750.77 ms [2021-03-22 16:04:04 main:574] : INFO : Epoch 1989 | loss: 0.0310951 | val_loss: 0.0311586 | Time: 3686.7 ms [2021-03-22 16:04:08 main:574] : INFO : Epoch 1990 | loss: 0.0310996 | val_loss: 0.0311559 | Time: 3514.45 ms [2021-03-22 16:04:12 main:574] : INFO : Epoch 1991 | loss: 0.0311044 | val_loss: 0.0311445 | Time: 3807.31 ms [2021-03-22 16:04:16 main:574] : INFO : Epoch 1992 | loss: 0.031099 | val_loss: 0.0311467 | Time: 3650.32 ms [2021-03-22 16:04:21 main:574] : INFO : Epoch 1993 | loss: 0.0310964 | val_loss: 0.0311491 | Time: 3892.03 ms [2021-03-22 16:04:25 main:574] : INFO : Epoch 1994 | loss: 0.0310948 | val_loss: 0.031151 | Time: 3385.8 ms [2021-03-22 16:04:29 main:574] : INFO : Epoch 1995 | loss: 0.0310957 | val_loss: 0.0311513 | Time: 3639.13 ms [2021-03-22 16:04:33 main:574] : INFO : Epoch 1996 | loss: 0.0310993 | val_loss: 0.0311598 | Time: 3797.79 ms [2021-03-22 16:04:37 main:574] : INFO : Epoch 1997 | loss: 0.0310956 | val_loss: 0.0311524 | Time: 3877.08 ms [2021-03-22 16:04:41 main:574] : INFO : Epoch 1998 | loss: 0.0310939 | val_loss: 0.0311464 | Time: 3944.51 ms [2021-03-22 16:04:46 main:574] : INFO : Epoch 1999 | loss: 0.0310976 | val_loss: 0.0311462 | Time: 4123.69 ms [2021-03-22 16:04:50 main:574] : INFO : Epoch 2000 | loss: 0.0310979 | val_loss: 0.0311582 | Time: 3645.45 ms [2021-03-22 16:04:54 main:574] : INFO : Epoch 2001 | loss: 0.0311022 | val_loss: 0.0311489 | Time: 3935.34 ms [2021-03-22 16:04:58 main:574] : INFO : Epoch 2002 | loss: 0.0310932 | val_loss: 0.0311585 | Time: 4162.58 ms [2021-03-22 16:05:02 main:574] : INFO : Epoch 2003 | loss: 0.0311005 | val_loss: 0.0311503 | Time: 3937.48 ms [2021-03-22 16:05:06 main:574] : INFO : Epoch 2004 | loss: 0.0310991 | val_loss: 0.0311524 | Time: 4227.55 ms [2021-03-22 16:05:10 main:574] : INFO : Epoch 2005 | loss: 0.0311015 | val_loss: 0.0311591 | Time: 4083.7 ms [2021-03-22 16:05:15 main:574] : INFO : Epoch 2006 | loss: 0.0311002 | val_loss: 0.0311638 | Time: 4238.3 ms [2021-03-22 16:05:19 main:574] : INFO : Epoch 2007 | loss: 0.0310956 | val_loss: 0.0311497 | Time: 4025.84 ms [2021-03-22 16:05:23 main:574] : INFO : Epoch 2008 | loss: 0.0310931 | val_loss: 0.0311597 | Time: 4029.05 ms [2021-03-22 16:05:27 main:574] : INFO : Epoch 2009 | loss: 0.0310988 | val_loss: 0.03116 | Time: 4097.57 ms [2021-03-22 16:05:31 main:574] : INFO : Epoch 2010 | loss: 0.0310935 | val_loss: 0.0311473 | Time: 3994.22 ms [2021-03-22 16:05:36 main:574] : INFO : Epoch 2011 | loss: 0.0310959 | val_loss: 0.0311485 | Time: 3707.62 ms [2021-03-22 16:05:40 main:574] : INFO : Epoch 2012 | loss: 0.0310994 | val_loss: 0.0311503 | Time: 3830.87 ms [2021-03-22 16:05:44 main:574] : INFO : Epoch 2013 | loss: 0.0310953 | val_loss: 0.0311492 | Time: 3532.92 ms [2021-03-22 16:05:48 main:574] : INFO : Epoch 2014 | loss: 0.031095 | val_loss: 0.0311648 | Time: 4009.5 ms [2021-03-22 16:05:53 main:574] : INFO : Epoch 2015 | loss: 0.0311026 | val_loss: 0.0311507 | Time: 3655.34 ms [2021-03-22 16:05:58 main:574] : INFO : Epoch 2016 | loss: 0.0311027 | val_loss: 0.0311602 | Time: 4088.61 ms [2021-03-22 16:06:02 main:574] : INFO : Epoch 2017 | loss: 0.0310947 | val_loss: 0.0311492 | Time: 3529.78 ms [2021-03-22 16:06:07 main:574] : INFO : Epoch 2018 | loss: 0.0310938 | val_loss: 0.0311519 | Time: 3808.96 ms [2021-03-22 16:06:11 main:574] : INFO : Epoch 2019 | loss: 0.0310951 | val_loss: 0.0311449 | Time: 3837.49 ms [2021-03-22 16:06:14 main:574] : INFO : Epoch 2020 | loss: 0.0310936 | val_loss: 0.0311471 | Time: 3673.54 ms [2021-03-22 16:06:18 main:574] : INFO : Epoch 2021 | loss: 0.0310945 | val_loss: 0.0311503 | Time: 3605.68 ms [2021-03-22 16:06:22 main:574] : INFO : Epoch 2022 | loss: 0.0310953 | val_loss: 0.0311479 | Time: 3693 ms [2021-03-22 16:06:25 main:574] : INFO : Epoch 2023 | loss: 0.031092 | val_loss: 0.0311469 | Time: 3686.8 ms [2021-03-22 16:06:29 main:574] : INFO : Epoch 2024 | loss: 0.031091 | val_loss: 0.0311507 | Time: 3680.32 ms [2021-03-22 16:06:33 main:574] : INFO : Epoch 2025 | loss: 0.0310912 | val_loss: 0.0311453 | Time: 3593.66 ms [2021-03-22 16:06:37 main:574] : INFO : Epoch 2026 | loss: 0.0310894 | val_loss: 0.0311528 | Time: 3721.92 ms [2021-03-22 16:06:40 main:574] : INFO : Epoch 2027 | loss: 0.0310941 | val_loss: 0.0311555 | Time: 3594.51 ms [2021-03-22 16:06:44 main:574] : INFO : Epoch 2028 | loss: 0.0310952 | val_loss: 0.0311516 | Time: 3805.34 ms [2021-03-22 16:06:48 main:574] : INFO : Epoch 2029 | loss: 0.0310921 | val_loss: 0.0311427 | Time: 3572.85 ms [2021-03-22 16:06:51 main:574] : INFO : Epoch 2030 | loss: 0.0310927 | val_loss: 0.0311514 | Time: 3499.69 ms [2021-03-22 16:06:55 main:574] : INFO : Epoch 2031 | loss: 0.0310983 | val_loss: 0.0311584 | Time: 3692.29 ms [2021-03-22 16:06:59 main:574] : INFO : Epoch 2032 | loss: 0.0310979 | val_loss: 0.0311413 | Time: 3599.23 ms [2021-03-22 16:07:02 main:574] : INFO : Epoch 2033 | loss: 0.0310953 | val_loss: 0.0311443 | Time: 3541.34 ms [2021-03-22 16:07:06 main:574] : INFO : Epoch 2034 | loss: 0.0311031 | val_loss: 0.0311457 | Time: 3641.36 ms [2021-03-22 16:07:09 main:574] : INFO : Epoch 2035 | loss: 0.0311031 | val_loss: 0.0311438 | Time: 3541.42 ms [2021-03-22 16:07:13 main:574] : INFO : Epoch 2036 | loss: 0.0311009 | val_loss: 0.0311414 | Time: 3576.3 ms [2021-03-22 16:07:17 main:574] : INFO : Epoch 2037 | loss: 0.031099 | val_loss: 0.0311427 | Time: 3585.19 ms [2021-03-22 16:07:20 main:574] : INFO : Epoch 2038 | loss: 0.031092 | val_loss: 0.0311589 | Time: 3648.99 ms [2021-03-22 16:07:24 main:574] : INFO : Epoch 2039 | loss: 0.0310991 | val_loss: 0.0311535 | Time: 3626.3 ms [2021-03-22 16:07:28 main:574] : INFO : Epoch 2040 | loss: 0.031098 | val_loss: 0.031147 | Time: 3634.33 ms [2021-03-22 16:07:31 main:574] : INFO : Epoch 2041 | loss: 0.0310953 | val_loss: 0.0311448 | Time: 3643.14 ms [2021-03-22 16:07:35 main:574] : INFO : Epoch 2042 | loss: 0.0310923 | val_loss: 0.0311552 | Time: 3630.56 ms [2021-03-22 16:07:39 main:574] : INFO : Epoch 2043 | loss: 0.0310896 | val_loss: 0.0311529 | Time: 3634.81 ms [2021-03-22 16:07:42 main:574] : INFO : Epoch 2044 | loss: 0.0310905 | val_loss: 0.0311467 | Time: 3611.56 ms [2021-03-22 16:07:46 main:574] : INFO : Epoch 2045 | loss: 0.0310965 | val_loss: 0.0311577 | Time: 3611.95 ms [2021-03-22 16:07:50 main:574] : INFO : Epoch 2046 | loss: 0.0311071 | val_loss: 0.0311467 | Time: 3581.24 ms [2021-03-22 16:07:53 main:574] : INFO : Epoch 2047 | loss: 0.0310978 | val_loss: 0.0311545 | Time: 3725.69 ms [2021-03-22 16:07:57 main:574] : INFO : Epoch 2048 | loss: 0.0310942 | val_loss: 0.0311471 | Time: 3542.02 ms [2021-03-22 16:07:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311471 [2021-03-22 16:07:57 main:603] : INFO : Saving end state to config to file [2021-03-22 16:07:57 main:608] : INFO : Success, exiting.. 16:07:57 (8900): 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)