Task 9888583
| Name | ParityModified-1636181014-19351-2-0_5 |
| Workunit | 6573319 |
| Created | 15 Dec 2021, 17:06:58 UTC |
| Sent | 15 Dec 2021, 17:53:07 UTC |
| Report deadline | 23 Dec 2021, 17:53:07 UTC |
| Received | 20 Dec 2021, 3:52:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6145 |
| Run time | 1 hours 34 min 48 sec |
| CPU time | 1 hours 33 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,442.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0 02:33:47 main:574] : INFO : Epoch 1567 | loss: 0.031059 | val_loss: 0.0310975 | Time: 2792.76 ms [2021-12-20 02:33:50 main:574] : INFO : Epoch 1568 | loss: 0.031056 | val_loss: 0.0311089 | Time: 2753.67 ms [2021-12-20 02:33:53 main:574] : INFO : Epoch 1569 | loss: 0.0310559 | val_loss: 0.0310997 | Time: 2752.2 ms [2021-12-20 02:33:55 main:574] : INFO : Epoch 1570 | loss: 0.0310551 | val_loss: 0.0310943 | Time: 2761.64 ms [2021-12-20 02:33:58 main:574] : INFO : Epoch 1571 | loss: 0.0310585 | val_loss: 0.0310973 | Time: 2754.75 ms [2021-12-20 02:34:01 main:574] : INFO : Epoch 1572 | loss: 0.0310558 | val_loss: 0.0310956 | Time: 2761.26 ms [2021-12-20 02:34:04 main:574] : INFO : Epoch 1573 | loss: 0.0310549 | val_loss: 0.0310967 | Time: 2762.55 ms [2021-12-20 02:34:06 main:574] : INFO : Epoch 1574 | loss: 0.031056 | val_loss: 0.0310992 | Time: 2757.01 ms [2021-12-20 02:34:09 main:574] : INFO : Epoch 1575 | loss: 0.0310548 | val_loss: 0.0310955 | Time: 2755.51 ms [2021-12-20 02:34:12 main:574] : INFO : Epoch 1576 | loss: 0.0310538 | val_loss: 0.0311076 | Time: 2755.88 ms [2021-12-20 02:34:15 main:574] : INFO : Epoch 1577 | loss: 0.0310541 | val_loss: 0.0310915 | Time: 2756.79 ms [2021-12-20 02:34:17 main:574] : INFO : Epoch 1578 | loss: 0.0310519 | val_loss: 0.0310989 | Time: 2759.08 ms [2021-12-20 02:34:20 main:574] : INFO : Epoch 1579 | loss: 0.0310504 | val_loss: 0.0310975 | Time: 2751.33 ms [2021-12-20 02:34:23 main:574] : INFO : Epoch 1580 | loss: 0.0310519 | val_loss: 0.0310991 | Time: 2759.49 ms [2021-12-20 02:34:26 main:574] : INFO : Epoch 1581 | loss: 0.0310518 | val_loss: 0.0310949 | Time: 2762.63 ms [2021-12-20 02:34:28 main:574] : INFO : Epoch 1582 | loss: 0.0310515 | val_loss: 0.031102 | Time: 2749.5 ms [2021-12-20 02:34:31 main:574] : INFO : Epoch 1583 | loss: 0.0310529 | val_loss: 0.0311057 | Time: 2756.5 ms [2021-12-20 02:34:34 main:574] : INFO : Epoch 1584 | loss: 0.0310516 | val_loss: 0.0311018 | Time: 2755.86 ms [2021-12-20 02:34:37 main:574] : INFO : Epoch 1585 | loss: 0.0310526 | val_loss: 0.0311045 | Time: 2759.28 ms [2021-12-20 02:34:40 main:574] : INFO : Epoch 1586 | loss: 0.0310538 | val_loss: 0.0310997 | Time: 2758.18 ms [2021-12-20 02:34:42 main:574] : INFO : Epoch 1587 | loss: 0.0310516 | val_loss: 0.0310994 | Time: 2758.26 ms [2021-12-20 02:34:45 main:574] : INFO : Epoch 1588 | loss: 0.0310574 | val_loss: 0.0311001 | Time: 2753.88 ms [2021-12-20 02:34:48 main:574] : INFO : Epoch 1589 | loss: 0.0310637 | val_loss: 0.0311031 | Time: 2759.38 ms [2021-12-20 02:34:51 main:574] : INFO : Epoch 1590 | loss: 0.0310586 | val_loss: 0.0310986 | Time: 2756.81 ms [2021-12-20 02:34:53 main:574] : INFO : Epoch 1591 | loss: 0.0310541 | val_loss: 0.0310983 | Time: 2756.59 ms [2021-12-20 02:34:56 main:574] : INFO : Epoch 1592 | loss: 0.0310524 | val_loss: 0.0310961 | Time: 2758.32 ms [2021-12-20 02:34:59 main:574] : INFO : Epoch 1593 | loss: 0.0310535 | val_loss: 0.031101 | Time: 2758.2 ms [2021-12-20 02:35:02 main:574] : INFO : Epoch 1594 | loss: 0.0310551 | val_loss: 0.0311066 | Time: 2757.61 ms [2021-12-20 02:35:04 main:574] : INFO : Epoch 1595 | loss: 0.0310558 | val_loss: 0.0310956 | Time: 2759.67 ms [2021-12-20 02:35:07 main:574] : INFO : Epoch 1596 | loss: 0.0310555 | val_loss: 0.0310994 | Time: 2758.9 ms [2021-12-20 02:35:10 main:574] : INFO : Epoch 1597 | loss: 0.0310528 | val_loss: 0.0311009 | Time: 2757.67 ms [2021-12-20 02:35:13 main:574] : INFO : Epoch 1598 | loss: 0.0310541 | val_loss: 0.0311001 | Time: 2758.59 ms [2021-12-20 02:35:15 main:574] : INFO : Epoch 1599 | loss: 0.0310577 | val_loss: 0.0310961 | Time: 2760.68 ms [2021-12-20 02:35:18 main:574] : INFO : Epoch 1600 | loss: 0.0310548 | val_loss: 0.0310992 | Time: 2760.21 ms [2021-12-20 02:35:21 main:574] : INFO : Epoch 1601 | loss: 0.0310671 | val_loss: 0.031101 | Time: 2755.3 ms [2021-12-20 02:35:24 main:574] : INFO : Epoch 1602 | loss: 0.0310645 | val_loss: 0.0310969 | Time: 2754.6 ms [2021-12-20 02:35:26 main:574] : INFO : Epoch 1603 | loss: 0.0310629 | val_loss: 0.0310992 | Time: 2761.43 ms [2021-12-20 02:35:29 main:574] : INFO : Epoch 1604 | loss: 0.0310593 | val_loss: 0.0311014 | Time: 2754.4 ms [2021-12-20 02:35:32 main:574] : INFO : Epoch 1605 | loss: 0.0310555 | val_loss: 0.0310991 | Time: 2762.5 ms [2021-12-20 02:35:35 main:574] : INFO : Epoch 1606 | loss: 0.031052 | val_loss: 0.031103 | Time: 2757.1 ms [2021-12-20 02:35:38 main:574] : INFO : Epoch 1607 | loss: 0.0310539 | val_loss: 0.0311023 | Time: 2759.7 ms [2021-12-20 02:35:40 main:574] : INFO : Epoch 1608 | loss: 0.0310587 | val_loss: 0.0311057 | Time: 2760.78 ms [2021-12-20 02:35:43 main:574] : INFO : Epoch 1609 | loss: 0.0310518 | val_loss: 0.0310978 | Time: 2757.23 ms [2021-12-20 02:35:46 main:574] : INFO : Epoch 1610 | loss: 0.031051 | val_loss: 0.0310985 | Time: 2754.75 ms [2021-12-20 02:35:49 main:574] : INFO : Epoch 1611 | loss: 0.0310556 | val_loss: 0.0311107 | Time: 2757.1 ms [2021-12-20 02:35:51 main:574] : INFO : Epoch 1612 | loss: 0.0310977 | val_loss: 0.0311109 | Time: 2753.52 ms [2021-12-20 02:35:54 main:574] : INFO : Epoch 1613 | loss: 0.0310925 | val_loss: 0.0311034 | Time: 2756.94 ms [2021-12-20 02:35:57 main:574] : INFO : Epoch 1614 | loss: 0.0310839 | val_loss: 0.0311003 | Time: 2752.56 ms [2021-12-20 02:36:00 main:574] : INFO : Epoch 1615 | loss: 0.0310784 | val_loss: 0.0311077 | Time: 2760.18 ms [2021-12-20 02:36:02 main:574] : INFO : Epoch 1616 | loss: 0.0310742 | val_loss: 0.0311029 | Time: 2757.59 ms [2021-12-20 02:36:05 main:574] : INFO : Epoch 1617 | loss: 0.0310716 | val_loss: 0.0310931 | Time: 2760.45 ms [2021-12-20 02:36:08 main:574] : INFO : Epoch 1618 | loss: 0.0310671 | val_loss: 0.0310983 | Time: 2752.72 ms [2021-12-20 02:36:11 main:574] : INFO : Epoch 1619 | loss: 0.0310684 | val_loss: 0.0310975 | Time: 2757.4 ms [2021-12-20 02:36:13 main:574] : INFO : Epoch 1620 | loss: 0.0310653 | val_loss: 0.0310955 | Time: 2758.6 ms [2021-12-20 02:36:16 main:574] : INFO : Epoch 1621 | loss: 0.0310666 | val_loss: 0.0311031 | Time: 2760.28 ms [2021-12-20 02:36:19 main:574] : INFO : Epoch 1622 | loss: 0.0310697 | val_loss: 0.0310954 | Time: 2752.78 ms [2021-12-20 02:36:22 main:574] : INFO : Epoch 1623 | loss: 0.0310657 | val_loss: 0.0311062 | Time: 2759.98 ms [2021-12-20 02:36:25 main:574] : INFO : Epoch 1624 | loss: 0.0310682 | val_loss: 0.0310932 | Time: 2757.49 ms [2021-12-20 02:36:27 main:574] : INFO : Epoch 1625 | loss: 0.0310654 | val_loss: 0.0310916 | Time: 2754.14 ms [2021-12-20 02:36:30 main:574] : INFO : Epoch 1626 | loss: 0.031062 | val_loss: 0.0310944 | Time: 2765.21 ms [2021-12-20 02:36:33 main:574] : INFO : Epoch 1627 | loss: 0.0310632 | val_loss: 0.0310968 | Time: 2757.9 ms [2021-12-20 02:36:36 main:574] : INFO : Epoch 1628 | loss: 0.0310618 | val_loss: 0.031104 | Time: 2762.07 ms [2021-12-20 02:36:38 main:574] : INFO : Epoch 1629 | loss: 0.0310828 | val_loss: 0.0311022 | Time: 2759.44 ms [2021-12-20 02:36:41 main:574] : INFO : Epoch 1630 | loss: 0.031086 | val_loss: 0.0311278 | Time: 2759.35 ms [2021-12-20 02:36:44 main:574] : INFO : Epoch 1631 | loss: 0.0310872 | val_loss: 0.0311114 | Time: 2756.51 ms [2021-12-20 02:36:47 main:574] : INFO : Epoch 1632 | loss: 0.0310781 | val_loss: 0.0311061 | Time: 2755.41 ms [2021-12-20 02:36:49 main:574] : INFO : Epoch 1633 | loss: 0.0310732 | val_loss: 0.0311021 | Time: 2753.68 ms [2021-12-20 02:36:52 main:574] : INFO : Epoch 1634 | loss: 0.0310688 | val_loss: 0.0310961 | Time: 2759.3 ms [2021-12-20 02:36:55 main:574] : INFO : Epoch 1635 | loss: 0.0310674 | val_loss: 0.0310999 | Time: 2758.16 ms [2021-12-20 02:36:58 main:574] : INFO : Epoch 1636 | loss: 0.0310663 | val_loss: 0.0310979 | Time: 2757.16 ms [2021-12-20 02:37:00 main:574] : INFO : Epoch 1637 | loss: 0.031061 | val_loss: 0.0311007 | Time: 2760.84 ms [2021-12-20 02:37:03 main:574] : INFO : Epoch 1638 | loss: 0.0310614 | val_loss: 0.031095 | Time: 2762.01 ms [2021-12-20 02:37:06 main:574] : INFO : Epoch 1639 | loss: 0.0310631 | val_loss: 0.0310945 | Time: 2756.04 ms [2021-12-20 02:37:09 main:574] : INFO : Epoch 1640 | loss: 0.0310646 | val_loss: 0.0310981 | Time: 2757.66 ms [2021-12-20 02:37:11 main:574] : INFO : Epoch 1641 | loss: 0.0310554 | val_loss: 0.0310939 | Time: 2758.07 ms [2021-12-20 02:37:14 main:574] : INFO : Epoch 1642 | loss: 0.0310563 | val_loss: 0.0311045 | Time: 2760.05 ms [2021-12-20 02:37:17 main:574] : INFO : Epoch 1643 | loss: 0.0310617 | val_loss: 0.0311018 | Time: 2758.48 ms [2021-12-20 02:37:20 main:574] : INFO : Epoch 1644 | loss: 0.0310675 | val_loss: 0.0310957 | Time: 2754.01 ms [2021-12-20 02:37:23 main:574] : INFO : Epoch 1645 | loss: 0.0310586 | val_loss: 0.0310967 | Time: 2759.12 ms [2021-12-20 02:37:25 main:574] : INFO : Epoch 1646 | loss: 0.0310591 | val_loss: 0.031106 | Time: 2751.05 ms [2021-12-20 02:37:28 main:574] : INFO : Epoch 1647 | loss: 0.0310579 | val_loss: 0.0310969 | Time: 2753.13 ms [2021-12-20 02:37:31 main:574] : INFO : Epoch 1648 | loss: 0.0310587 | val_loss: 0.031109 | Time: 2764.47 ms [2021-12-20 02:37:34 main:574] : INFO : Epoch 1649 | loss: 0.0310569 | val_loss: 0.0311066 | Time: 2753.35 ms [2021-12-20 02:37:36 main:574] : INFO : Epoch 1650 | loss: 0.0310611 | val_loss: 0.031103 | Time: 2759.49 ms [2021-12-20 02:37:39 main:574] : INFO : Epoch 1651 | loss: 0.0310579 | val_loss: 0.0310999 | Time: 2758.81 ms [2021-12-20 02:37:42 main:574] : INFO : Epoch 1652 | loss: 0.0310581 | val_loss: 0.0310933 | Time: 2763.81 ms [2021-12-20 02:37:45 main:574] : INFO : Epoch 1653 | loss: 0.0310603 | val_loss: 0.0310958 | Time: 2762.28 ms [2021-12-20 02:37:47 main:574] : INFO : Epoch 1654 | loss: 0.0310599 | val_loss: 0.0310947 | Time: 2762.73 ms [2021-12-20 02:37:50 main:574] : INFO : Epoch 1655 | loss: 0.0310576 | val_loss: 0.0310975 | Time: 2760.33 ms [2021-12-20 02:37:53 main:574] : INFO : Epoch 1656 | loss: 0.0310572 | val_loss: 0.0310958 | Time: 2757.35 ms [2021-12-20 02:37:56 main:574] : INFO : Epoch 1657 | loss: 0.0310545 | val_loss: 0.0310992 | Time: 2756.93 ms [2021-12-20 02:37:58 main:574] : INFO : Epoch 1658 | loss: 0.031054 | val_loss: 0.031112 | Time: 2756.54 ms [2021-12-20 02:38:01 main:574] : INFO : Epoch 1659 | loss: 0.0310637 | val_loss: 0.0311089 | Time: 2754.99 ms [2021-12-20 02:38:04 main:574] : INFO : Epoch 1660 | loss: 0.0310611 | val_loss: 0.0311051 | Time: 2756.11 ms [2021-12-20 02:38:07 main:574] : INFO : Epoch 1661 | loss: 0.0310618 | val_loss: 0.0310998 | Time: 2762.79 ms [2021-12-20 02:38:09 main:574] : INFO : Epoch 1662 | loss: 0.031057 | val_loss: 0.0310978 | Time: 2755.58 ms [2021-12-20 02:38:12 main:574] : INFO : Epoch 1663 | loss: 0.031053 | val_loss: 0.0310946 | Time: 2754.65 ms [2021-12-20 02:38:15 main:574] : INFO : Epoch 1664 | loss: 0.0310495 | val_loss: 0.0311019 | Time: 2762.45 ms [2021-12-20 02:38:18 main:574] : INFO : Epoch 1665 | loss: 0.0310511 | val_loss: 0.0311045 | Time: 2758.41 ms [2021-12-20 02:38:21 main:574] : INFO : Epoch 1666 | loss: 0.0310498 | val_loss: 0.0310966 | Time: 2752.59 ms [2021-12-20 02:38:23 main:574] : INFO : Epoch 1667 | loss: 0.0310489 | val_loss: 0.0311018 | Time: 2757.99 ms [2021-12-20 02:38:26 main:574] : INFO : Epoch 1668 | loss: 0.0310492 | val_loss: 0.0310995 | Time: 2759.19 ms [2021-12-20 02:38:29 main:574] : INFO : Epoch 1669 | loss: 0.0310547 | val_loss: 0.0310965 | Time: 2760.89 ms [2021-12-20 02:38:32 main:574] : INFO : Epoch 1670 | loss: 0.0310552 | val_loss: 0.0311008 | Time: 2757.25 ms [2021-12-20 02:38:34 main:574] : INFO : Epoch 1671 | loss: 0.0310546 | val_loss: 0.0311021 | Time: 2758.04 ms [2021-12-20 02:38:37 main:574] : INFO : Epoch 1672 | loss: 0.0310558 | val_loss: 0.0311026 | Time: 2758.99 ms [2021-12-20 02:38:40 main:574] : INFO : Epoch 1673 | loss: 0.0310574 | val_loss: 0.0311033 | Time: 2763.89 ms [2021-12-20 02:38:43 main:574] : INFO : Epoch 1674 | loss: 0.0310526 | val_loss: 0.0310936 | Time: 2752.65 ms [2021-12-20 02:38:45 main:574] : INFO : Epoch 1675 | loss: 0.0310501 | val_loss: 0.0310947 | Time: 2758.5 ms [2021-12-20 02:38:48 main:574] : INFO : Epoch 1676 | loss: 0.0310492 | val_loss: 0.0310855 | Time: 2754.33 ms [2021-12-20 02:38:51 main:574] : INFO : Epoch 1677 | loss: 0.031053 | val_loss: 0.0311032 | Time: 2749.49 ms [2021-12-20 02:38:54 main:574] : INFO : Epoch 1678 | loss: 0.0310539 | val_loss: 0.0310906 | Time: 2758.66 ms [2021-12-20 02:38:56 main:574] : INFO : Epoch 1679 | loss: 0.0310533 | val_loss: 0.0310946 | Time: 2756.52 ms [2021-12-20 02:38:59 main:574] : INFO : Epoch 1680 | loss: 0.0310526 | val_loss: 0.0310927 | Time: 2759.09 ms [2021-12-20 02:39:02 main:574] : INFO : Epoch 1681 | loss: 0.0310525 | val_loss: 0.0310917 | Time: 2763.95 ms [2021-12-20 02:39:05 main:574] : INFO : Epoch 1682 | loss: 0.0310542 | val_loss: 0.0310898 | Time: 2761.28 ms [2021-12-20 02:39:07 main:574] : INFO : Epoch 1683 | loss: 0.031056 | val_loss: 0.0310999 | Time: 2758.74 ms [2021-12-20 02:39:10 main:574] : INFO : Epoch 1684 | loss: 0.0310619 | val_loss: 0.0310906 | Time: 2761.84 ms [2021-12-20 02:39:13 main:574] : INFO : Epoch 1685 | loss: 0.0310604 | val_loss: 0.0310968 | Time: 2752.76 ms [2021-12-20 02:39:16 main:574] : INFO : Epoch 1686 | loss: 0.0310556 | val_loss: 0.0310945 | Time: 2757.35 ms [2021-12-20 02:39:19 main:574] : INFO : Epoch 1687 | loss: 0.0310513 | val_loss: 0.0310924 | Time: 2765.82 ms [2021-12-20 02:39:21 main:574] : INFO : Epoch 1688 | loss: 0.0310546 | val_loss: 0.0310925 | Time: 2760.28 ms [2021-12-20 02:39:24 main:574] : INFO : Epoch 1689 | loss: 0.0310529 | val_loss: 0.0310933 | Time: 2757.07 ms [2021-12-20 02:39:27 main:574] : INFO : Epoch 1690 | loss: 0.0310502 | val_loss: 0.0310992 | Time: 2757.68 ms [2021-12-20 02:39:30 main:574] : INFO : Epoch 1691 | loss: 0.0310515 | val_loss: 0.0310966 | Time: 2762.38 ms [2021-12-20 02:39:32 main:574] : INFO : Epoch 1692 | loss: 0.031054 | val_loss: 0.0310942 | Time: 2760.4 ms [2021-12-20 02:39:35 main:574] : INFO : Epoch 1693 | loss: 0.0310527 | val_loss: 0.0311027 | Time: 2762.04 ms [2021-12-20 02:39:38 main:574] : INFO : Epoch 1694 | loss: 0.0310532 | val_loss: 0.0310983 | Time: 2756.74 ms [2021-12-20 02:39:41 main:574] : INFO : Epoch 1695 | loss: 0.031051 | val_loss: 0.0310981 | Time: 2754.66 ms [2021-12-20 02:39:43 main:574] : INFO : Epoch 1696 | loss: 0.0310462 | val_loss: 0.0310989 | Time: 2756.57 ms [2021-12-20 02:39:46 main:574] : INFO : Epoch 1697 | loss: 0.0310472 | val_loss: 0.0311012 | Time: 2760.33 ms [2021-12-20 02:39:49 main:574] : INFO : Epoch 1698 | loss: 0.0310513 | val_loss: 0.0310959 | Time: 2753.38 ms [2021-12-20 02:39:52 main:574] : INFO : Epoch 1699 | loss: 0.0310535 | val_loss: 0.0310893 | Time: 2757.18 ms [2021-12-20 02:39:54 main:574] : INFO : Epoch 1700 | loss: 0.0310536 | val_loss: 0.0310969 | Time: 2748.25 ms [2021-12-20 02:39:57 main:574] : INFO : Epoch 1701 | loss: 0.0310569 | val_loss: 0.0311064 | Time: 2756.23 ms [2021-12-20 02:40:00 main:574] : INFO : Epoch 1702 | loss: 0.0310539 | val_loss: 0.0310982 | Time: 2754.79 ms [2021-12-20 02:40:03 main:574] : INFO : Epoch 1703 | loss: 0.0310514 | val_loss: 0.0310994 | Time: 2755.1 ms [2021-12-20 02:40:05 main:574] : INFO : Epoch 1704 | loss: 0.0310488 | val_loss: 0.031104 | Time: 2758.44 ms [2021-12-20 02:40:08 main:574] : INFO : Epoch 1705 | loss: 0.0310499 | val_loss: 0.031097 | Time: 2756.04 ms [2021-12-20 02:40:11 main:574] : INFO : Epoch 1706 | loss: 0.0310545 | val_loss: 0.031098 | Time: 2761.31 ms [2021-12-20 02:40:14 main:574] : INFO : Epoch 1707 | loss: 0.0310536 | val_loss: 0.0310987 | Time: 2754.88 ms [2021-12-20 02:40:17 main:574] : INFO : Epoch 1708 | loss: 0.0310485 | val_loss: 0.0311004 | Time: 2754.61 ms [2021-12-20 02:40:19 main:574] : INFO : Epoch 1709 | loss: 0.0310484 | val_loss: 0.0310973 | Time: 2758.45 ms [2021-12-20 02:40:22 main:574] : INFO : Epoch 1710 | loss: 0.0310479 | val_loss: 0.0310951 | Time: 2762.93 ms [2021-12-20 02:40:25 main:574] : INFO : Epoch 1711 | loss: 0.0310479 | val_loss: 0.0310996 | Time: 2756.82 ms [2021-12-20 02:40:28 main:574] : INFO : Epoch 1712 | loss: 0.0310559 | val_loss: 0.0311118 | Time: 2754.64 ms [2021-12-20 02:40:30 main:574] : INFO : Epoch 1713 | loss: 0.0310567 | val_loss: 0.0310974 | Time: 2752.49 ms [2021-12-20 02:40:33 main:574] : INFO : Epoch 1714 | loss: 0.0310561 | val_loss: 0.0311016 | Time: 2756.76 ms [2021-12-20 02:40:36 main:574] : INFO : Epoch 1715 | loss: 0.0310534 | val_loss: 0.0310955 | Time: 2759.1 ms [2021-12-20 02:40:39 main:574] : INFO : Epoch 1716 | loss: 0.0310522 | val_loss: 0.0310994 | Time: 2760.99 ms [2021-12-20 02:40:41 main:574] : INFO : Epoch 1717 | loss: 0.0310534 | val_loss: 0.0311009 | Time: 2752.73 ms [2021-12-20 02:40:44 main:574] : INFO : Epoch 1718 | loss: 0.0310522 | val_loss: 0.0310956 | Time: 2758.14 ms [2021-12-20 02:40:47 main:574] : INFO : Epoch 1719 | loss: 0.0310515 | val_loss: 0.0310911 | Time: 2755.06 ms [2021-12-20 02:40:50 main:574] : INFO : Epoch 1720 | loss: 0.0310523 | val_loss: 0.0310892 | Time: 2757.42 ms [2021-12-20 02:40:52 main:574] : INFO : Epoch 1721 | loss: 0.0310523 | val_loss: 0.0310901 | Time: 2755.31 ms [2021-12-20 02:40:55 main:574] : INFO : Epoch 1722 | loss: 0.0310485 | val_loss: 0.0310999 | Time: 2755.23 ms [2021-12-20 02:40:58 main:574] : INFO : Epoch 1723 | loss: 0.0310484 | val_loss: 0.0311028 | Time: 2758.21 ms [2021-12-20 02:41:01 main:574] : INFO : Epoch 1724 | loss: 0.0310487 | val_loss: 0.0310918 | Time: 2755.78 ms [2021-12-20 02:41:03 main:574] : INFO : Epoch 1725 | loss: 0.0310507 | val_loss: 0.0311017 | Time: 2756.68 ms [2021-12-20 02:41:06 main:574] : INFO : Epoch 1726 | loss: 0.0310503 | val_loss: 0.0310907 | Time: 2752.67 ms [2021-12-20 02:41:09 main:574] : INFO : Epoch 1727 | loss: 0.0310483 | val_loss: 0.0310908 | Time: 2759.53 ms [2021-12-20 02:41:12 main:574] : INFO : Epoch 1728 | loss: 0.0310536 | val_loss: 0.0310987 | Time: 2756.24 ms [2021-12-20 02:41:14 main:574] : INFO : Epoch 1729 | loss: 0.0310579 | val_loss: 0.0311027 | Time: 2757.63 ms [2021-12-20 02:41:17 main:574] : INFO : Epoch 1730 | loss: 0.0310543 | val_loss: 0.0310959 | Time: 2756.47 ms [2021-12-20 02:41:20 main:574] : INFO : Epoch 1731 | loss: 0.031056 | val_loss: 0.0311005 | Time: 2754.97 ms [2021-12-20 02:41:23 main:574] : INFO : Epoch 1732 | loss: 0.0310565 | val_loss: 0.0311012 | Time: 2759.96 ms [2021-12-20 02:41:26 main:574] : INFO : Epoch 1733 | loss: 0.031052 | val_loss: 0.0310961 | Time: 2761.11 ms [2021-12-20 02:41:28 main:574] : INFO : Epoch 1734 | loss: 0.0310527 | val_loss: 0.0310977 | Time: 2760.23 ms [2021-12-20 02:41:31 main:574] : INFO : Epoch 1735 | loss: 0.0310557 | val_loss: 0.0311111 | Time: 2756.2 ms [2021-12-20 02:41:34 main:574] : INFO : Epoch 1736 | loss: 0.0310531 | val_loss: 0.0310996 | Time: 2758.18 ms [2021-12-20 02:41:37 main:574] : INFO : Epoch 1737 | loss: 0.0310514 | val_loss: 0.031096 | Time: 2752.13 ms [2021-12-20 02:41:39 main:574] : INFO : Epoch 1738 | loss: 0.0310514 | val_loss: 0.0310973 | Time: 2757.73 ms [2021-12-20 02:41:42 main:574] : INFO : Epoch 1739 | loss: 0.0310525 | val_loss: 0.0310973 | Time: 2753.39 ms [2021-12-20 02:41:45 main:574] : INFO : Epoch 1740 | loss: 0.0310548 | val_loss: 0.0311033 | Time: 2753.83 ms [2021-12-20 02:41:48 main:574] : INFO : Epoch 1741 | loss: 0.0310529 | val_loss: 0.0310981 | Time: 2754.97 ms [2021-12-20 02:41:50 main:574] : INFO : Epoch 1742 | loss: 0.0310509 | val_loss: 0.0311006 | Time: 2755.3 ms [2021-12-20 02:41:53 main:574] : INFO : Epoch 1743 | loss: 0.0310517 | val_loss: 0.0311 | Time: 2758.37 ms [2021-12-20 02:41:56 main:574] : INFO : Epoch 1744 | loss: 0.0310497 | val_loss: 0.031089 | Time: 2758.43 ms [2021-12-20 02:41:59 main:574] : INFO : Epoch 1745 | loss: 0.031053 | val_loss: 0.0310892 | Time: 2756.55 ms [2021-12-20 02:42:01 main:574] : INFO : Epoch 1746 | loss: 0.0310489 | val_loss: 0.0310892 | Time: 2766.83 ms [2021-12-20 02:42:04 main:574] : INFO : Epoch 1747 | loss: 0.0310518 | val_loss: 0.0311015 | Time: 2759.32 ms [2021-12-20 02:42:07 main:574] : INFO : Epoch 1748 | loss: 0.0310527 | val_loss: 0.0310946 | Time: 2756.28 ms [2021-12-20 02:42:10 main:574] : INFO : Epoch 1749 | loss: 0.0310533 | val_loss: 0.0311008 | Time: 2759.38 ms [2021-12-20 02:42:12 main:574] : INFO : Epoch 1750 | loss: 0.0310505 | val_loss: 0.0311022 | Time: 2759.97 ms [2021-12-20 02:42:15 main:574] : INFO : Epoch 1751 | loss: 0.0310511 | val_loss: 0.0311003 | Time: 2756.1 ms [2021-12-20 02:42:18 main:574] : INFO : Epoch 1752 | loss: 0.0310507 | val_loss: 0.0311024 | Time: 2751.71 ms [2021-12-20 02:42:21 main:574] : INFO : Epoch 1753 | loss: 0.0310559 | val_loss: 0.0310988 | Time: 2757.78 ms [2021-12-20 02:42:24 main:574] : INFO : Epoch 1754 | loss: 0.0310545 | val_loss: 0.0310956 | Time: 2751.21 ms [2021-12-20 02:42:26 main:574] : INFO : Epoch 1755 | loss: 0.0310535 | val_loss: 0.0310959 | Time: 2758 ms [2021-12-20 02:42:29 main:574] : INFO : Epoch 1756 | loss: 0.0310493 | val_loss: 0.0310949 | Time: 2760.83 ms [2021-12-20 02:42:32 main:574] : INFO : Epoch 1757 | loss: 0.0310495 | val_loss: 0.031096 | Time: 2761.55 ms [2021-12-20 02:42:35 main:574] : INFO : Epoch 1758 | loss: 0.0310502 | val_loss: 0.0310968 | Time: 2757.69 ms [2021-12-20 02:42:37 main:574] : INFO : Epoch 1759 | loss: 0.0310577 | val_loss: 0.031091 | Time: 2755.09 ms [2021-12-20 02:42:40 main:574] : INFO : Epoch 1760 | loss: 0.0310576 | val_loss: 0.0310927 | Time: 2768.49 ms [2021-12-20 02:42:43 main:574] : INFO : Epoch 1761 | loss: 0.0310527 | val_loss: 0.0310949 | Time: 2760.63 ms [2021-12-20 02:42:46 main:574] : INFO : Epoch 1762 | loss: 0.0310756 | val_loss: 0.0311194 | Time: 2761.53 ms [2021-12-20 02:42:48 main:574] : INFO : Epoch 1763 | loss: 0.0310838 | val_loss: 0.0311013 | Time: 2758.95 ms [2021-12-20 02:42:51 main:574] : INFO : Epoch 1764 | loss: 0.0310765 | val_loss: 0.0310975 | Time: 2751.31 ms [2021-12-20 02:42:54 main:574] : INFO : Epoch 1765 | loss: 0.0310768 | val_loss: 0.0311068 | Time: 2757.81 ms [2021-12-20 02:42:57 main:574] : INFO : Epoch 1766 | loss: 0.0310712 | val_loss: 0.0311013 | Time: 2764.12 ms [2021-12-20 02:42:59 main:574] : INFO : Epoch 1767 | loss: 0.0310768 | val_loss: 0.0311118 | Time: 2757.21 ms [2021-12-20 02:43:02 main:574] : INFO : Epoch 1768 | loss: 0.0310703 | val_loss: 0.0310966 | Time: 2758.22 ms [2021-12-20 02:43:05 main:574] : INFO : Epoch 1769 | loss: 0.0310631 | val_loss: 0.0310983 | Time: 2758.55 ms [2021-12-20 02:43:08 main:574] : INFO : Epoch 1770 | loss: 0.0310629 | val_loss: 0.0311058 | Time: 2760.65 ms [2021-12-20 02:43:10 main:574] : INFO : Epoch 1771 | loss: 0.0310618 | val_loss: 0.0310981 | Time: 2760.52 ms [2021-12-20 02:43:13 main:574] : INFO : Epoch 1772 | loss: 0.0310552 | val_loss: 0.0311007 | Time: 2761.39 ms [2021-12-20 02:43:16 main:574] : INFO : Epoch 1773 | loss: 0.0310536 | val_loss: 0.0310975 | Time: 2753.11 ms [2021-12-20 02:43:19 main:574] : INFO : Epoch 1774 | loss: 0.0310515 | val_loss: 0.0310887 | Time: 2752.53 ms [2021-12-20 02:43:22 main:574] : INFO : Epoch 1775 | loss: 0.0310535 | val_loss: 0.031098 | Time: 2759.15 ms [2021-12-20 02:43:24 main:574] : INFO : Epoch 1776 | loss: 0.031059 | val_loss: 0.0311097 | Time: 2752.33 ms [2021-12-20 02:43:27 main:574] : INFO : Epoch 1777 | loss: 0.0310637 | val_loss: 0.0311086 | Time: 2759.45 ms [2021-12-20 02:43:30 main:574] : INFO : Epoch 1778 | loss: 0.0310533 | val_loss: 0.0310973 | Time: 2761.92 ms [2021-12-20 02:43:33 main:574] : INFO : Epoch 1779 | loss: 0.0310485 | val_loss: 0.0310919 | Time: 2760 ms [2021-12-20 02:43:35 main:574] : INFO : Epoch 1780 | loss: 0.0310502 | val_loss: 0.0311046 | Time: 2759.17 ms [2021-12-20 02:43:38 main:574] : INFO : Epoch 1781 | loss: 0.0310514 | val_loss: 0.0310974 | Time: 2758.7 ms [2021-12-20 02:43:41 main:574] : INFO : Epoch 1782 | loss: 0.0310576 | val_loss: 0.0311002 | Time: 2754.12 ms [2021-12-20 02:43:44 main:574] : INFO : Epoch 1783 | loss: 0.0310576 | val_loss: 0.031097 | Time: 2757.75 ms [2021-12-20 02:43:46 main:574] : INFO : Epoch 1784 | loss: 0.0310547 | val_loss: 0.0311029 | Time: 2753.41 ms [2021-12-20 02:43:49 main:574] : INFO : Epoch 1785 | loss: 0.0310492 | val_loss: 0.0310981 | Time: 2874.13 ms [2021-12-20 02:43:52 main:574] : INFO : Epoch 1786 | loss: 0.0310495 | val_loss: 0.0311016 | Time: 2753.35 ms [2021-12-20 02:43:55 main:574] : INFO : Epoch 1787 | loss: 0.031052 | val_loss: 0.0310922 | Time: 2756.51 ms [2021-12-20 02:43:58 main:574] : INFO : Epoch 1788 | loss: 0.0310503 | val_loss: 0.0311014 | Time: 2760.38 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro K2200) [2021-12-20 03:40:08 main:435] : INFO : Set logging level to 1 [2021-12-20 03:40:08 main:441] : INFO : Running in BOINC Client mode [2021-12-20 03:40:08 main:444] : INFO : Resolving all filenames [2021-12-20 03:40:08 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-20 03:40:08 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-20 03:40:08 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-20 03:40:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-20 03:40:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-20 03:40:08 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-20 03:40:08 main:474] : INFO : Configuration: [2021-12-20 03:40:08 main:475] : INFO : Model type: GRU [2021-12-20 03:40:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-20 03:40:08 main:477] : INFO : Max Epochs: 2048 [2021-12-20 03:40:08 main:478] : INFO : Batch Size: 128 [2021-12-20 03:40:08 main:479] : INFO : Learning Rate: 0.01 [2021-12-20 03:40:08 main:480] : INFO : Patience: 10 [2021-12-20 03:40:08 main:481] : INFO : Hidden Width: 12 [2021-12-20 03:40:08 main:482] : INFO : # Recurrent Layers: 4 [2021-12-20 03:40:08 main:483] : INFO : # Backend Layers: 4 [2021-12-20 03:40:08 main:484] : INFO : # Threads: 1 [2021-12-20 03:40:08 main:486] : INFO : Preparing Dataset [2021-12-20 03:40:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-20 03:40:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-20 03:40:10 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-20 03:40:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-20 03:40:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-20 03:40:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-20 03:40:10 main:494] : INFO : Creating Model [2021-12-20 03:40:10 main:507] : INFO : Preparing config file [2021-12-20 03:40:10 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-20 03:40:10 main:512] : INFO : Loading config [2021-12-20 03:40:10 main:514] : INFO : Loading state [2021-12-20 03:40:11 main:559] : INFO : Loading DataLoader into Memory [2021-12-20 03:40:11 main:562] : INFO : Starting Training [2021-12-20 03:40:14 main:574] : INFO : Epoch 1789 | loss: 0.0311066 | val_loss: 0.0311184 | Time: 3016.02 ms [2021-12-20 03:40:17 main:574] : INFO : Epoch 1790 | loss: 0.0310625 | val_loss: 0.0311046 | Time: 2741.36 ms [2021-12-20 03:40:20 main:574] : INFO : Epoch 1791 | loss: 0.0310538 | val_loss: 0.0310925 | Time: 2752.83 ms [2021-12-20 03:40:23 main:574] : INFO : Epoch 1792 | loss: 0.0310526 | val_loss: 0.0310878 | Time: 2757.81 ms [2021-12-20 03:40:25 main:574] : INFO : Epoch 1793 | loss: 0.03105 | val_loss: 0.0310935 | Time: 2773.92 ms [2021-12-20 03:40:28 main:574] : INFO : Epoch 1794 | loss: 0.0310521 | val_loss: 0.0310967 | Time: 2756.26 ms [2021-12-20 03:40:31 main:574] : INFO : Epoch 1795 | loss: 0.0310517 | val_loss: 0.0310924 | Time: 2761.64 ms [2021-12-20 03:40:34 main:574] : INFO : Epoch 1796 | loss: 0.0310533 | val_loss: 0.0310986 | Time: 2767.06 ms [2021-12-20 03:40:36 main:574] : INFO : Epoch 1797 | loss: 0.0310533 | val_loss: 0.0310948 | Time: 2760.3 ms [2021-12-20 03:40:39 main:574] : INFO : Epoch 1798 | loss: 0.031053 | val_loss: 0.0311004 | Time: 2764.34 ms [2021-12-20 03:40:42 main:574] : INFO : Epoch 1799 | loss: 0.0310571 | val_loss: 0.0311026 | Time: 2767.78 ms [2021-12-20 03:40:45 main:574] : INFO : Epoch 1800 | loss: 0.031058 | val_loss: 0.0310939 | Time: 2758.55 ms [2021-12-20 03:40:47 main:574] : INFO : Epoch 1801 | loss: 0.0310526 | val_loss: 0.0311036 | Time: 2754.21 ms [2021-12-20 03:40:50 main:574] : INFO : Epoch 1802 | loss: 0.0310596 | val_loss: 0.0311 | Time: 2761.9 ms [2021-12-20 03:40:53 main:574] : INFO : Epoch 1803 | loss: 0.0310521 | val_loss: 0.0310982 | Time: 2766.05 ms [2021-12-20 03:40:56 main:574] : INFO : Epoch 1804 | loss: 0.0310483 | val_loss: 0.0310979 | Time: 2765.21 ms [2021-12-20 03:40:58 main:574] : INFO : Epoch 1805 | loss: 0.0310489 | val_loss: 0.0310979 | Time: 2765.36 ms [2021-12-20 03:41:01 main:574] : INFO : Epoch 1806 | loss: 0.0310482 | val_loss: 0.0310915 | Time: 2764.54 ms [2021-12-20 03:41:04 main:574] : INFO : Epoch 1807 | loss: 0.0310499 | val_loss: 0.0311014 | Time: 2762.33 ms [2021-12-20 03:41:07 main:574] : INFO : Epoch 1808 | loss: 0.0310506 | val_loss: 0.0311029 | Time: 2757.2 ms [2021-12-20 03:41:10 main:574] : INFO : Epoch 1809 | loss: 0.031055 | val_loss: 0.0310985 | Time: 2765.48 ms [2021-12-20 03:41:12 main:574] : INFO : Epoch 1810 | loss: 0.0310636 | val_loss: 0.0311121 | Time: 2766.57 ms [2021-12-20 03:41:15 main:574] : INFO : Epoch 1811 | loss: 0.031066 | val_loss: 0.0311085 | Time: 2762.89 ms [2021-12-20 03:41:18 main:574] : INFO : Epoch 1812 | loss: 0.0310642 | val_loss: 0.0311047 | Time: 2770.51 ms [2021-12-20 03:41:21 main:574] : INFO : Epoch 1813 | loss: 0.0310663 | val_loss: 0.0310949 | Time: 2760.48 ms [2021-12-20 03:41:23 main:574] : INFO : Epoch 1814 | loss: 0.0310706 | val_loss: 0.031097 | Time: 2760.05 ms [2021-12-20 03:41:26 main:574] : INFO : Epoch 1815 | loss: 0.0310664 | val_loss: 0.0310989 | Time: 2755.91 ms [2021-12-20 03:41:29 main:574] : INFO : Epoch 1816 | loss: 0.0310606 | val_loss: 0.0310935 | Time: 2767.31 ms [2021-12-20 03:41:32 main:574] : INFO : Epoch 1817 | loss: 0.0310613 | val_loss: 0.0310905 | Time: 2764.92 ms [2021-12-20 03:41:34 main:574] : INFO : Epoch 1818 | loss: 0.0310663 | val_loss: 0.0310959 | Time: 2766.96 ms [2021-12-20 03:41:37 main:574] : INFO : Epoch 1819 | loss: 0.0310611 | val_loss: 0.0310992 | Time: 2761.29 ms [2021-12-20 03:41:40 main:574] : INFO : Epoch 1820 | loss: 0.0310585 | val_loss: 0.0310888 | Time: 2767 ms [2021-12-20 03:41:43 main:574] : INFO : Epoch 1821 | loss: 0.031059 | val_loss: 0.0310907 | Time: 2772.22 ms [2021-12-20 03:41:46 main:574] : INFO : Epoch 1822 | loss: 0.0310595 | val_loss: 0.0310893 | Time: 2769.66 ms [2021-12-20 03:41:48 main:574] : INFO : Epoch 1823 | loss: 0.0310584 | val_loss: 0.0310968 | Time: 2766.97 ms [2021-12-20 03:41:51 main:574] : INFO : Epoch 1824 | loss: 0.0310572 | val_loss: 0.0310919 | Time: 2765.89 ms [2021-12-20 03:41:54 main:574] : INFO : Epoch 1825 | loss: 0.0310567 | val_loss: 0.0310901 | Time: 2763.77 ms [2021-12-20 03:41:57 main:574] : INFO : Epoch 1826 | loss: 0.0310529 | val_loss: 0.0310855 | Time: 2769.26 ms [2021-12-20 03:41:59 main:574] : INFO : Epoch 1827 | loss: 0.0310534 | val_loss: 0.0310895 | Time: 2764.39 ms [2021-12-20 03:42:02 main:574] : INFO : Epoch 1828 | loss: 0.0310618 | val_loss: 0.0311002 | Time: 2761.13 ms [2021-12-20 03:42:05 main:574] : INFO : Epoch 1829 | loss: 0.0310604 | val_loss: 0.0310905 | Time: 2763.32 ms [2021-12-20 03:42:08 main:574] : INFO : Epoch 1830 | loss: 0.0310542 | val_loss: 0.0310857 | Time: 2760.59 ms [2021-12-20 03:42:10 main:574] : INFO : Epoch 1831 | loss: 0.0310563 | val_loss: 0.0310887 | Time: 2761.8 ms [2021-12-20 03:42:13 main:574] : INFO : Epoch 1832 | loss: 0.0310581 | val_loss: 0.0310941 | Time: 2761.64 ms [2021-12-20 03:42:16 main:574] : INFO : Epoch 1833 | loss: 0.0310574 | val_loss: 0.0310923 | Time: 2760.55 ms [2021-12-20 03:42:19 main:574] : INFO : Epoch 1834 | loss: 0.0310613 | val_loss: 0.031083 | Time: 2763.96 ms [2021-12-20 03:42:22 main:574] : INFO : Epoch 1835 | loss: 0.0310524 | val_loss: 0.0310895 | Time: 2761.66 ms [2021-12-20 03:42:24 main:574] : INFO : Epoch 1836 | loss: 0.0310493 | val_loss: 0.0310978 | Time: 2762.85 ms [2021-12-20 03:42:27 main:574] : INFO : Epoch 1837 | loss: 0.031047 | val_loss: 0.0310961 | Time: 2762.96 ms [2021-12-20 03:42:30 main:574] : INFO : Epoch 1838 | loss: 0.0310444 | val_loss: 0.0310946 | Time: 2765.56 ms [2021-12-20 03:42:33 main:574] : INFO : Epoch 1839 | loss: 0.031045 | val_loss: 0.0310949 | Time: 2759.79 ms [2021-12-20 03:42:35 main:574] : INFO : Epoch 1840 | loss: 0.0310492 | val_loss: 0.0310869 | Time: 2758.75 ms [2021-12-20 03:42:38 main:574] : INFO : Epoch 1841 | loss: 0.0310467 | val_loss: 0.0310947 | Time: 2762.24 ms [2021-12-20 03:42:41 main:574] : INFO : Epoch 1842 | loss: 0.0310489 | val_loss: 0.0310952 | Time: 2763.92 ms [2021-12-20 03:42:44 main:574] : INFO : Epoch 1843 | loss: 0.0310503 | val_loss: 0.0310934 | Time: 2757.92 ms [2021-12-20 03:42:46 main:574] : INFO : Epoch 1844 | loss: 0.0310463 | val_loss: 0.0310895 | Time: 2778.07 ms [2021-12-20 03:42:49 main:574] : INFO : Epoch 1845 | loss: 0.0310448 | val_loss: 0.0310929 | Time: 2774.49 ms [2021-12-20 03:42:52 main:574] : INFO : Epoch 1846 | loss: 0.0310451 | val_loss: 0.0310943 | Time: 2757.37 ms [2021-12-20 03:42:55 main:574] : INFO : Epoch 1847 | loss: 0.0310454 | val_loss: 0.0310939 | Time: 2766.82 ms [2021-12-20 03:42:58 main:574] : INFO : Epoch 1848 | loss: 0.0310445 | val_loss: 0.0310931 | Time: 2763.09 ms [2021-12-20 03:43:00 main:574] : INFO : Epoch 1849 | loss: 0.0310574 | val_loss: 0.0311049 | Time: 2767.11 ms [2021-12-20 03:43:03 main:574] : INFO : Epoch 1850 | loss: 0.0310538 | val_loss: 0.0310925 | Time: 2765.03 ms [2021-12-20 03:43:06 main:574] : INFO : Epoch 1851 | loss: 0.0310525 | val_loss: 0.0310998 | Time: 2762.18 ms [2021-12-20 03:43:09 main:574] : INFO : Epoch 1852 | loss: 0.0310499 | val_loss: 0.0310927 | Time: 2763.75 ms [2021-12-20 03:43:11 main:574] : INFO : Epoch 1853 | loss: 0.031046 | val_loss: 0.0311005 | Time: 2763.57 ms [2021-12-20 03:43:14 main:574] : INFO : Epoch 1854 | loss: 0.0310468 | val_loss: 0.0310886 | Time: 2764.44 ms [2021-12-20 03:43:17 main:574] : INFO : Epoch 1855 | loss: 0.0310453 | val_loss: 0.0310885 | Time: 2757.87 ms [2021-12-20 03:43:20 main:574] : INFO : Epoch 1856 | loss: 0.0310459 | val_loss: 0.0310957 | Time: 2763.83 ms [2021-12-20 03:43:22 main:574] : INFO : Epoch 1857 | loss: 0.0310533 | val_loss: 0.031092 | Time: 2764.78 ms [2021-12-20 03:43:25 main:574] : INFO : Epoch 1858 | loss: 0.0310527 | val_loss: 0.031086 | Time: 2762.5 ms [2021-12-20 03:43:28 main:574] : INFO : Epoch 1859 | loss: 0.0310532 | val_loss: 0.0310864 | Time: 2763.16 ms [2021-12-20 03:43:31 main:574] : INFO : Epoch 1860 | loss: 0.0310531 | val_loss: 0.0310885 | Time: 2764.16 ms [2021-12-20 03:43:34 main:574] : INFO : Epoch 1861 | loss: 0.0310461 | val_loss: 0.031091 | Time: 2759.18 ms [2021-12-20 03:43:36 main:574] : INFO : Epoch 1862 | loss: 0.0310444 | val_loss: 0.0310928 | Time: 2762.14 ms [2021-12-20 03:43:39 main:574] : INFO : Epoch 1863 | loss: 0.0310445 | val_loss: 0.0310912 | Time: 2763.7 ms [2021-12-20 03:43:42 main:574] : INFO : Epoch 1864 | loss: 0.0310461 | val_loss: 0.0310901 | Time: 2757.41 ms [2021-12-20 03:43:45 main:574] : INFO : Epoch 1865 | loss: 0.0310448 | val_loss: 0.0310944 | Time: 2764.53 ms [2021-12-20 03:43:47 main:574] : INFO : Epoch 1866 | loss: 0.0310429 | val_loss: 0.0310844 | Time: 2767.27 ms [2021-12-20 03:43:50 main:574] : INFO : Epoch 1867 | loss: 0.0310418 | val_loss: 0.0310906 | Time: 2770.05 ms [2021-12-20 03:43:53 main:574] : INFO : Epoch 1868 | loss: 0.0310411 | val_loss: 0.0311049 | Time: 2759.52 ms [2021-12-20 03:43:56 main:574] : INFO : Epoch 1869 | loss: 0.0311487 | val_loss: 0.0311723 | Time: 2759.5 ms [2021-12-20 03:43:58 main:574] : INFO : Epoch 1870 | loss: 0.0311201 | val_loss: 0.0311247 | Time: 2759.79 ms [2021-12-20 03:44:01 main:574] : INFO : Epoch 1871 | loss: 0.0310978 | val_loss: 0.0311056 | Time: 2770.34 ms [2021-12-20 03:44:04 main:574] : INFO : Epoch 1872 | loss: 0.0310873 | val_loss: 0.0311011 | Time: 2762.02 ms [2021-12-20 03:44:07 main:574] : INFO : Epoch 1873 | loss: 0.0310805 | val_loss: 0.0310997 | Time: 2762.67 ms [2021-12-20 03:44:10 main:574] : INFO : Epoch 1874 | loss: 0.0310758 | val_loss: 0.0311008 | Time: 2762.97 ms [2021-12-20 03:44:12 main:574] : INFO : Epoch 1875 | loss: 0.0310759 | val_loss: 0.0311048 | Time: 2783.28 ms [2021-12-20 03:44:15 main:574] : INFO : Epoch 1876 | loss: 0.0310706 | val_loss: 0.0310978 | Time: 2807.65 ms [2021-12-20 03:44:18 main:574] : INFO : Epoch 1877 | loss: 0.0310659 | val_loss: 0.0310907 | Time: 2760.3 ms [2021-12-20 03:44:21 main:574] : INFO : Epoch 1878 | loss: 0.031064 | val_loss: 0.0310945 | Time: 2764.48 ms [2021-12-20 03:44:23 main:574] : INFO : Epoch 1879 | loss: 0.0310623 | val_loss: 0.0310935 | Time: 2766.95 ms [2021-12-20 03:44:26 main:574] : INFO : Epoch 1880 | loss: 0.03106 | val_loss: 0.0310964 | Time: 2767.61 ms [2021-12-20 03:44:29 main:574] : INFO : Epoch 1881 | loss: 0.0310599 | val_loss: 0.0310997 | Time: 2757.92 ms [2021-12-20 03:44:32 main:574] : INFO : Epoch 1882 | loss: 0.0310572 | val_loss: 0.0310933 | Time: 2765.51 ms [2021-12-20 03:44:35 main:574] : INFO : Epoch 1883 | loss: 0.0310633 | val_loss: 0.0310978 | Time: 2765.5 ms [2021-12-20 03:44:37 main:574] : INFO : Epoch 1884 | loss: 0.031056 | val_loss: 0.0310923 | Time: 2765.28 ms [2021-12-20 03:44:40 main:574] : INFO : Epoch 1885 | loss: 0.0310561 | val_loss: 0.0310923 | Time: 2757.34 ms [2021-12-20 03:44:43 main:574] : INFO : Epoch 1886 | loss: 0.0310548 | val_loss: 0.0310914 | Time: 2764.38 ms [2021-12-20 03:44:46 main:574] : INFO : Epoch 1887 | loss: 0.0310519 | val_loss: 0.0310894 | Time: 2770.79 ms [2021-12-20 03:44:48 main:574] : INFO : Epoch 1888 | loss: 0.0310501 | val_loss: 0.0310917 | Time: 2763.2 ms [2021-12-20 03:44:51 main:574] : INFO : Epoch 1889 | loss: 0.0310501 | val_loss: 0.0310931 | Time: 2762.65 ms [2021-12-20 03:44:54 main:574] : INFO : Epoch 1890 | loss: 0.0310517 | val_loss: 0.0310926 | Time: 2764.4 ms [2021-12-20 03:44:57 main:574] : INFO : Epoch 1891 | loss: 0.0310546 | val_loss: 0.0310933 | Time: 2763.49 ms [2021-12-20 03:44:59 main:574] : INFO : Epoch 1892 | loss: 0.0310591 | val_loss: 0.0310909 | Time: 2763.2 ms [2021-12-20 03:45:02 main:574] : INFO : Epoch 1893 | loss: 0.0310577 | val_loss: 0.031094 | Time: 2773.11 ms [2021-12-20 03:45:05 main:574] : INFO : Epoch 1894 | loss: 0.0310572 | val_loss: 0.0310945 | Time: 2765.52 ms [2021-12-20 03:45:08 main:574] : INFO : Epoch 1895 | loss: 0.0310528 | val_loss: 0.0310891 | Time: 2763.03 ms [2021-12-20 03:45:10 main:574] : INFO : Epoch 1896 | loss: 0.0310593 | val_loss: 0.0310964 | Time: 2762.68 ms [2021-12-20 03:45:13 main:574] : INFO : Epoch 1897 | loss: 0.031062 | val_loss: 0.0310975 | Time: 2767.09 ms [2021-12-20 03:45:16 main:574] : INFO : Epoch 1898 | loss: 0.0310591 | val_loss: 0.0310981 | Time: 2763.32 ms [2021-12-20 03:45:19 main:574] : INFO : Epoch 1899 | loss: 0.0310537 | val_loss: 0.0310929 | Time: 2759.74 ms [2021-12-20 03:45:22 main:574] : INFO : Epoch 1900 | loss: 0.0310508 | val_loss: 0.031094 | Time: 2756.52 ms [2021-12-20 03:45:24 main:574] : INFO : Epoch 1901 | loss: 0.0310497 | val_loss: 0.0310943 | Time: 2772.17 ms [2021-12-20 03:45:27 main:574] : INFO : Epoch 1902 | loss: 0.0310458 | val_loss: 0.0310893 | Time: 2759.67 ms [2021-12-20 03:45:30 main:574] : INFO : Epoch 1903 | loss: 0.031046 | val_loss: 0.0310886 | Time: 2763.73 ms [2021-12-20 03:45:33 main:574] : INFO : Epoch 1904 | loss: 0.031046 | val_loss: 0.0310928 | Time: 2763.77 ms [2021-12-20 03:45:35 main:574] : INFO : Epoch 1905 | loss: 0.0310436 | val_loss: 0.0310915 | Time: 2757.38 ms [2021-12-20 03:45:38 main:574] : INFO : Epoch 1906 | loss: 0.0310448 | val_loss: 0.0310934 | Time: 2762.18 ms [2021-12-20 03:45:41 main:574] : INFO : Epoch 1907 | loss: 0.0310464 | val_loss: 0.0310998 | Time: 2762.82 ms [2021-12-20 03:45:44 main:574] : INFO : Epoch 1908 | loss: 0.0310495 | val_loss: 0.0310942 | Time: 2763.32 ms [2021-12-20 03:45:46 main:574] : INFO : Epoch 1909 | loss: 0.0310495 | val_loss: 0.0311009 | Time: 2759.3 ms [2021-12-20 03:45:49 main:574] : INFO : Epoch 1910 | loss: 0.0310461 | val_loss: 0.0310956 | Time: 2762.37 ms [2021-12-20 03:45:52 main:574] : INFO : Epoch 1911 | loss: 0.0310473 | val_loss: 0.0310988 | Time: 2761.29 ms [2021-12-20 03:45:55 main:574] : INFO : Epoch 1912 | loss: 0.031049 | val_loss: 0.0310948 | Time: 2761.07 ms [2021-12-20 03:45:58 main:574] : INFO : Epoch 1913 | loss: 0.031048 | val_loss: 0.0310984 | Time: 2766.77 ms [2021-12-20 03:46:00 main:574] : INFO : Epoch 1914 | loss: 0.0310483 | val_loss: 0.0310985 | Time: 2763.84 ms [2021-12-20 03:46:03 main:574] : INFO : Epoch 1915 | loss: 0.0310503 | val_loss: 0.0310952 | Time: 2765.65 ms [2021-12-20 03:46:06 main:574] : INFO : Epoch 1916 | loss: 0.0310567 | val_loss: 0.0311014 | Time: 2765.86 ms [2021-12-20 03:46:09 main:574] : INFO : Epoch 1917 | loss: 0.0310658 | val_loss: 0.0310944 | Time: 2760.54 ms [2021-12-20 03:46:11 main:574] : INFO : Epoch 1918 | loss: 0.0310572 | val_loss: 0.031091 | Time: 2759.61 ms [2021-12-20 03:46:14 main:574] : INFO : Epoch 1919 | loss: 0.0310554 | val_loss: 0.0310926 | Time: 2759.28 ms [2021-12-20 03:46:17 main:574] : INFO : Epoch 1920 | loss: 0.0310537 | val_loss: 0.0310948 | Time: 2757.39 ms [2021-12-20 03:46:20 main:574] : INFO : Epoch 1921 | loss: 0.0310513 | val_loss: 0.0310921 | Time: 2764.58 ms [2021-12-20 03:46:22 main:574] : INFO : Epoch 1922 | loss: 0.0310585 | val_loss: 0.0311041 | Time: 2765.1 ms [2021-12-20 03:46:25 main:574] : INFO : Epoch 1923 | loss: 0.0380036 | val_loss: 0.0319987 | Time: 2770.2 ms [2021-12-20 03:46:28 main:574] : INFO : Epoch 1924 | loss: 0.0460737 | val_loss: 0.036313 | Time: 2758.77 ms [2021-12-20 03:46:31 main:574] : INFO : Epoch 1925 | loss: 0.0482662 | val_loss: 0.0368101 | Time: 2769.97 ms [2021-12-20 03:46:34 main:574] : INFO : Epoch 1926 | loss: 0.0326247 | val_loss: 0.0317109 | Time: 2759.74 ms [2021-12-20 03:46:36 main:574] : INFO : Epoch 1927 | loss: 0.03144 | val_loss: 0.0313266 | Time: 2762.09 ms [2021-12-20 03:46:39 main:574] : INFO : Epoch 1928 | loss: 0.03131 | val_loss: 0.0312819 | Time: 2762.06 ms [2021-12-20 03:46:42 main:574] : INFO : Epoch 1929 | loss: 0.0312695 | val_loss: 0.0312589 | Time: 2765.72 ms [2021-12-20 03:46:45 main:574] : INFO : Epoch 1930 | loss: 0.0312575 | val_loss: 0.0312549 | Time: 2778.41 ms [2021-12-20 03:46:47 main:574] : INFO : Epoch 1931 | loss: 0.0312541 | val_loss: 0.031253 | Time: 2756.55 ms [2021-12-20 03:46:50 main:574] : INFO : Epoch 1932 | loss: 0.0312531 | val_loss: 0.0312524 | Time: 2788.53 ms [2021-12-20 03:46:53 main:574] : INFO : Epoch 1933 | loss: 0.0312526 | val_loss: 0.0312521 | Time: 2767.2 ms [2021-12-20 03:46:56 main:574] : INFO : Epoch 1934 | loss: 0.0312523 | val_loss: 0.0312518 | Time: 2763.86 ms [2021-12-20 03:46:58 main:574] : INFO : Epoch 1935 | loss: 0.031252 | val_loss: 0.0312516 | Time: 2758.98 ms [2021-12-20 03:47:01 main:574] : INFO : Epoch 1936 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 2766.36 ms [2021-12-20 03:47:04 main:574] : INFO : Epoch 1937 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 2765.88 ms [2021-12-20 03:47:07 main:574] : INFO : Epoch 1938 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2761.47 ms [2021-12-20 03:47:10 main:574] : INFO : Epoch 1939 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2763.33 ms [2021-12-20 03:47:12 main:574] : INFO : Epoch 1940 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2764.36 ms [2021-12-20 03:47:15 main:574] : INFO : Epoch 1941 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2770.08 ms [2021-12-20 03:47:18 main:574] : INFO : Epoch 1942 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2760.98 ms [2021-12-20 03:47:21 main:574] : INFO : Epoch 1943 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2764.89 ms [2021-12-20 03:47:23 main:574] : INFO : Epoch 1944 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2762.57 ms [2021-12-20 03:47:26 main:574] : INFO : Epoch 1945 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2759.37 ms [2021-12-20 03:47:29 main:574] : INFO : Epoch 1946 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 2765.73 ms [2021-12-20 03:47:32 main:574] : INFO : Epoch 1947 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2762.42 ms [2021-12-20 03:47:34 main:574] : INFO : Epoch 1948 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 2762.99 ms [2021-12-20 03:47:37 main:574] : INFO : Epoch 1949 | loss: 0.031249 | val_loss: 0.031249 | Time: 2764.99 ms [2021-12-20 03:47:40 main:574] : INFO : Epoch 1950 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 2783.92 ms [2021-12-20 03:47:43 main:574] : INFO : Epoch 1951 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 2768.21 ms [2021-12-20 03:47:46 main:574] : INFO : Epoch 1952 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2760.37 ms [2021-12-20 03:47:48 main:574] : INFO : Epoch 1953 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 2763.37 ms [2021-12-20 03:47:51 main:574] : INFO : Epoch 1954 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2767.33 ms [2021-12-20 03:47:54 main:574] : INFO : Epoch 1955 | loss: 0.031248 | val_loss: 0.0312476 | Time: 2762.99 ms [2021-12-20 03:47:57 main:574] : INFO : Epoch 1956 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2754.96 ms [2021-12-20 03:47:59 main:574] : INFO : Epoch 1957 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 2757.75 ms [2021-12-20 03:48:02 main:574] : INFO : Epoch 1958 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 2764.42 ms [2021-12-20 03:48:05 main:574] : INFO : Epoch 1959 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 2765.69 ms [2021-12-20 03:48:08 main:574] : INFO : Epoch 1960 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 2764.77 ms [2021-12-20 03:48:10 main:574] : INFO : Epoch 1961 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2768.09 ms [2021-12-20 03:48:13 main:574] : INFO : Epoch 1962 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2761.55 ms [2021-12-20 03:48:16 main:574] : INFO : Epoch 1963 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 2790.1 ms [2021-12-20 03:48:19 main:574] : INFO : Epoch 1964 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 2766.35 ms [2021-12-20 03:48:22 main:574] : INFO : Epoch 1965 | loss: 0.0312443 | val_loss: 0.0312436 | Time: 2766.91 ms [2021-12-20 03:48:24 main:574] : INFO : Epoch 1966 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 2757.83 ms [2021-12-20 03:48:27 main:574] : INFO : Epoch 1967 | loss: 0.031242 | val_loss: 0.0312412 | Time: 2764.2 ms [2021-12-20 03:48:30 main:574] : INFO : Epoch 1968 | loss: 0.0312403 | val_loss: 0.0312389 | Time: 2766.88 ms [2021-12-20 03:48:33 main:574] : INFO : Epoch 1969 | loss: 0.0312381 | val_loss: 0.0312366 | Time: 2766.37 ms [2021-12-20 03:48:35 main:574] : INFO : Epoch 1970 | loss: 0.0312357 | val_loss: 0.0312337 | Time: 2761.01 ms [2021-12-20 03:48:38 main:574] : INFO : Epoch 1971 | loss: 0.0312329 | val_loss: 0.0312312 | Time: 2758.16 ms [2021-12-20 03:48:41 main:574] : INFO : Epoch 1972 | loss: 0.0312301 | val_loss: 0.0312284 | Time: 2762.75 ms [2021-12-20 03:48:44 main:574] : INFO : Epoch 1973 | loss: 0.0312273 | val_loss: 0.0312255 | Time: 2763.23 ms [2021-12-20 03:48:46 main:574] : INFO : Epoch 1974 | loss: 0.0312248 | val_loss: 0.0312229 | Time: 2768.35 ms [2021-12-20 03:48:49 main:574] : INFO : Epoch 1975 | loss: 0.0312225 | val_loss: 0.0312204 | Time: 2764.45 ms [2021-12-20 03:48:52 main:574] : INFO : Epoch 1976 | loss: 0.0312203 | val_loss: 0.0312186 | Time: 2771.46 ms [2021-12-20 03:48:55 main:574] : INFO : Epoch 1977 | loss: 0.0312182 | val_loss: 0.0312169 | Time: 2761.31 ms [2021-12-20 03:48:58 main:574] : INFO : Epoch 1978 | loss: 0.0312159 | val_loss: 0.0312142 | Time: 2755.64 ms [2021-12-20 03:49:00 main:574] : INFO : Epoch 1979 | loss: 0.0312139 | val_loss: 0.031212 | Time: 2767.57 ms [2021-12-20 03:49:03 main:574] : INFO : Epoch 1980 | loss: 0.031212 | val_loss: 0.0312106 | Time: 2769 ms [2021-12-20 03:49:06 main:574] : INFO : Epoch 1981 | loss: 0.0312105 | val_loss: 0.0312089 | Time: 2762.65 ms [2021-12-20 03:49:09 main:574] : INFO : Epoch 1982 | loss: 0.031209 | val_loss: 0.0312078 | Time: 2768.93 ms [2021-12-20 03:49:11 main:574] : INFO : Epoch 1983 | loss: 0.0312077 | val_loss: 0.0312059 | Time: 2768.12 ms [2021-12-20 03:49:14 main:574] : INFO : Epoch 1984 | loss: 0.0312052 | val_loss: 0.0312031 | Time: 2789.11 ms [2021-12-20 03:49:17 main:574] : INFO : Epoch 1985 | loss: 0.0312022 | val_loss: 0.0311985 | Time: 2763.85 ms [2021-12-20 03:49:20 main:574] : INFO : Epoch 1986 | loss: 0.0311976 | val_loss: 0.0311935 | Time: 2760.39 ms [2021-12-20 03:49:22 main:574] : INFO : Epoch 1987 | loss: 0.0311937 | val_loss: 0.0311897 | Time: 2762.23 ms [2021-12-20 03:49:25 main:574] : INFO : Epoch 1988 | loss: 0.0311908 | val_loss: 0.0311878 | Time: 2767.67 ms [2021-12-20 03:49:28 main:574] : INFO : Epoch 1989 | loss: 0.0311897 | val_loss: 0.0311866 | Time: 2760.27 ms [2021-12-20 03:49:31 main:574] : INFO : Epoch 1990 | loss: 0.0311886 | val_loss: 0.031186 | Time: 2766.73 ms [2021-12-20 03:49:34 main:574] : INFO : Epoch 1991 | loss: 0.0311877 | val_loss: 0.031185 | Time: 2756.66 ms [2021-12-20 03:49:36 main:574] : INFO : Epoch 1992 | loss: 0.0311871 | val_loss: 0.0311842 | Time: 2760.04 ms [2021-12-20 03:49:39 main:574] : INFO : Epoch 1993 | loss: 0.0311867 | val_loss: 0.0311837 | Time: 2763.92 ms [2021-12-20 03:49:42 main:574] : INFO : Epoch 1994 | loss: 0.031186 | val_loss: 0.0311829 | Time: 2768.87 ms [2021-12-20 03:49:45 main:574] : INFO : Epoch 1995 | loss: 0.0311851 | val_loss: 0.0311819 | Time: 2759.24 ms [2021-12-20 03:49:47 main:574] : INFO : Epoch 1996 | loss: 0.0311847 | val_loss: 0.0311817 | Time: 2758.81 ms [2021-12-20 03:49:50 main:574] : INFO : Epoch 1997 | loss: 0.0311847 | val_loss: 0.0311812 | Time: 2762.05 ms [2021-12-20 03:49:53 main:574] : INFO : Epoch 1998 | loss: 0.0311852 | val_loss: 0.0311816 | Time: 2756.3 ms [2021-12-20 03:49:56 main:574] : INFO : Epoch 1999 | loss: 0.031184 | val_loss: 0.0311809 | Time: 2762.31 ms [2021-12-20 03:49:58 main:574] : INFO : Epoch 2000 | loss: 0.0311841 | val_loss: 0.0311811 | Time: 2765.06 ms [2021-12-20 03:50:01 main:574] : INFO : Epoch 2001 | loss: 0.0311834 | val_loss: 0.0311814 | Time: 2765.18 ms [2021-12-20 03:50:04 main:574] : INFO : Epoch 2002 | loss: 0.0311833 | val_loss: 0.0311807 | Time: 2760.55 ms [2021-12-20 03:50:07 main:574] : INFO : Epoch 2003 | loss: 0.0311833 | val_loss: 0.0311798 | Time: 2760.24 ms [2021-12-20 03:50:10 main:574] : INFO : Epoch 2004 | loss: 0.0311828 | val_loss: 0.0311797 | Time: 2758.26 ms [2021-12-20 03:50:12 main:574] : INFO : Epoch 2005 | loss: 0.0311827 | val_loss: 0.0311797 | Time: 2762.95 ms [2021-12-20 03:50:15 main:574] : INFO : Epoch 2006 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 2758.23 ms [2021-12-20 03:50:18 main:574] : INFO : Epoch 2007 | loss: 0.0311821 | val_loss: 0.0311789 | Time: 2763.16 ms [2021-12-20 03:50:21 main:574] : INFO : Epoch 2008 | loss: 0.0311829 | val_loss: 0.031179 | Time: 2763.26 ms [2021-12-20 03:50:23 main:574] : INFO : Epoch 2009 | loss: 0.031182 | val_loss: 0.0311785 | Time: 2763.48 ms [2021-12-20 03:50:26 main:574] : INFO : Epoch 2010 | loss: 0.0311816 | val_loss: 0.0311783 | Time: 2767.58 ms [2021-12-20 03:50:29 main:574] : INFO : Epoch 2011 | loss: 0.0311815 | val_loss: 0.0311785 | Time: 2764.75 ms [2021-12-20 03:50:32 main:574] : INFO : Epoch 2012 | loss: 0.0311817 | val_loss: 0.0311811 | Time: 2773.26 ms [2021-12-20 03:50:34 main:574] : INFO : Epoch 2013 | loss: 0.031182 | val_loss: 0.0311788 | Time: 2763.49 ms [2021-12-20 03:50:37 main:574] : INFO : Epoch 2014 | loss: 0.0311815 | val_loss: 0.0311791 | Time: 2765.63 ms [2021-12-20 03:50:40 main:574] : INFO : Epoch 2015 | loss: 0.0311814 | val_loss: 0.0311785 | Time: 2758.27 ms [2021-12-20 03:50:43 main:574] : INFO : Epoch 2016 | loss: 0.0311815 | val_loss: 0.0311784 | Time: 2765.11 ms [2021-12-20 03:50:45 main:574] : INFO : Epoch 2017 | loss: 0.0311807 | val_loss: 0.0311785 | Time: 2762.1 ms [2021-12-20 03:50:48 main:574] : INFO : Epoch 2018 | loss: 0.0311808 | val_loss: 0.0311788 | Time: 2761.16 ms [2021-12-20 03:50:51 main:574] : INFO : Epoch 2019 | loss: 0.0311811 | val_loss: 0.0311783 | Time: 2763.84 ms [2021-12-20 03:50:54 main:574] : INFO : Epoch 2020 | loss: 0.031181 | val_loss: 0.0311777 | Time: 2762.58 ms [2021-12-20 03:50:57 main:574] : INFO : Epoch 2021 | loss: 0.0311807 | val_loss: 0.0311775 | Time: 2763.77 ms [2021-12-20 03:50:59 main:574] : INFO : Epoch 2022 | loss: 0.0311808 | val_loss: 0.0311775 | Time: 2773.13 ms [2021-12-20 03:51:02 main:574] : INFO : Epoch 2023 | loss: 0.0311806 | val_loss: 0.0311771 | Time: 2766.64 ms [2021-12-20 03:51:05 main:574] : INFO : Epoch 2024 | loss: 0.0311782 | val_loss: 0.0311738 | Time: 2760.99 ms [2021-12-20 03:51:08 main:574] : INFO : Epoch 2025 | loss: 0.031177 | val_loss: 0.0311737 | Time: 2764.4 ms [2021-12-20 03:51:10 main:574] : INFO : Epoch 2026 | loss: 0.0311777 | val_loss: 0.0311739 | Time: 2768.91 ms [2021-12-20 03:51:13 main:574] : INFO : Epoch 2027 | loss: 0.0311768 | val_loss: 0.031174 | Time: 2768.52 ms [2021-12-20 03:51:16 main:574] : INFO : Epoch 2028 | loss: 0.0311773 | val_loss: 0.0311736 | Time: 2765.08 ms [2021-12-20 03:51:19 main:574] : INFO : Epoch 2029 | loss: 0.031177 | val_loss: 0.0311753 | Time: 2762.61 ms [2021-12-20 03:51:22 main:574] : INFO : Epoch 2030 | loss: 0.031177 | val_loss: 0.0311741 | Time: 2759.25 ms [2021-12-20 03:51:24 main:574] : INFO : Epoch 2031 | loss: 0.0311773 | val_loss: 0.0311755 | Time: 2761.15 ms [2021-12-20 03:51:27 main:574] : INFO : Epoch 2032 | loss: 0.0311769 | val_loss: 0.0311734 | Time: 2762.03 ms [2021-12-20 03:51:30 main:574] : INFO : Epoch 2033 | loss: 0.0311766 | val_loss: 0.0311738 | Time: 2760.8 ms [2021-12-20 03:51:33 main:574] : INFO : Epoch 2034 | loss: 0.0311772 | val_loss: 0.0311737 | Time: 2765.35 ms [2021-12-20 03:51:35 main:574] : INFO : Epoch 2035 | loss: 0.0311773 | val_loss: 0.0311753 | Time: 2767.78 ms [2021-12-20 03:51:38 main:574] : INFO : Epoch 2036 | loss: 0.0311771 | val_loss: 0.0311741 | Time: 2764.13 ms [2021-12-20 03:51:41 main:574] : INFO : Epoch 2037 | loss: 0.0311767 | val_loss: 0.031174 | Time: 2765.07 ms [2021-12-20 03:51:44 main:574] : INFO : Epoch 2038 | loss: 0.031177 | val_loss: 0.0311747 | Time: 2763.71 ms [2021-12-20 03:51:46 main:574] : INFO : Epoch 2039 | loss: 0.0311769 | val_loss: 0.0311737 | Time: 2762.07 ms [2021-12-20 03:51:49 main:574] : INFO : Epoch 2040 | loss: 0.0311765 | val_loss: 0.0311743 | Time: 2763.92 ms [2021-12-20 03:51:52 main:574] : INFO : Epoch 2041 | loss: 0.0311771 | val_loss: 0.0311732 | Time: 2763.14 ms [2021-12-20 03:51:55 main:574] : INFO : Epoch 2042 | loss: 0.0311771 | val_loss: 0.0311734 | Time: 2764.55 ms [2021-12-20 03:51:57 main:574] : INFO : Epoch 2043 | loss: 0.0311774 | val_loss: 0.031175 | Time: 2769.53 ms [2021-12-20 03:52:00 main:574] : INFO : Epoch 2044 | loss: 0.0311774 | val_loss: 0.0311738 | Time: 2757.47 ms [2021-12-20 03:52:03 main:574] : INFO : Epoch 2045 | loss: 0.0311774 | val_loss: 0.0311742 | Time: 2754.79 ms [2021-12-20 03:52:06 main:574] : INFO : Epoch 2046 | loss: 0.0311768 | val_loss: 0.0311741 | Time: 2762.24 ms [2021-12-20 03:52:09 main:574] : INFO : Epoch 2047 | loss: 0.0311777 | val_loss: 0.0311783 | Time: 2762.68 ms [2021-12-20 03:52:11 main:574] : INFO : Epoch 2048 | loss: 0.0311785 | val_loss: 0.0311748 | Time: 2763.19 ms [2021-12-20 03:52:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311748 [2021-12-20 03:52:11 main:603] : INFO : Saving end state to config to file [2021-12-20 03:52:11 main:608] : INFO : Success, exiting.. 03:52:11 (4248): 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)