Task 7734981
| Name | ParityModified-1631726120-10892-0_3 |
| Workunit | 5036531 |
| Created | 30 Sep 2021, 23:39:11 UTC |
| Sent | 1 Oct 2021, 16:15:56 UTC |
| Report deadline | 9 Oct 2021, 16:15:56 UTC |
| Received | 1 Oct 2021, 18:16:36 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 0 min 25 sec |
| CPU time | 1 hours 58 min 38 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,179.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310038 | val_loss: 0.031279 | Time: 3519.59 ms
[2021-10-01 19:46:29 main:574] : INFO : Epoch 1543 | loss: 0.0309954 | val_loss: 0.0312963 | Time: 3521.3 ms
[2021-10-01 19:46:32 main:574] : INFO : Epoch 1544 | loss: 0.0309983 | val_loss: 0.0312968 | Time: 3515.65 ms
[2021-10-01 19:46:36 main:574] : INFO : Epoch 1545 | loss: 0.0309996 | val_loss: 0.0312785 | Time: 3533.19 ms
[2021-10-01 19:46:39 main:574] : INFO : Epoch 1546 | loss: 0.0310075 | val_loss: 0.0312782 | Time: 3524.48 ms
[2021-10-01 19:46:43 main:574] : INFO : Epoch 1547 | loss: 0.0310088 | val_loss: 0.0312623 | Time: 3509.74 ms
[2021-10-01 19:46:46 main:574] : INFO : Epoch 1548 | loss: 0.0310006 | val_loss: 0.0312799 | Time: 3487.79 ms
[2021-10-01 19:46:50 main:574] : INFO : Epoch 1549 | loss: 0.0309956 | val_loss: 0.0312925 | Time: 3515.49 ms
[2021-10-01 19:46:53 main:574] : INFO : Epoch 1550 | loss: 0.0309942 | val_loss: 0.0312924 | Time: 3550.31 ms
[2021-10-01 19:46:57 main:574] : INFO : Epoch 1551 | loss: 0.0309976 | val_loss: 0.031287 | Time: 3503.57 ms
[2021-10-01 19:47:00 main:574] : INFO : Epoch 1552 | loss: 0.0310023 | val_loss: 0.0312509 | Time: 3508.07 ms
[2021-10-01 19:47:04 main:574] : INFO : Epoch 1553 | loss: 0.0310072 | val_loss: 0.0312507 | Time: 3511.68 ms
[2021-10-01 19:47:07 main:574] : INFO : Epoch 1554 | loss: 0.0310075 | val_loss: 0.0312964 | Time: 3522.71 ms
[2021-10-01 19:47:11 main:574] : INFO : Epoch 1555 | loss: 0.0309961 | val_loss: 0.0312873 | Time: 3493.14 ms
[2021-10-01 19:47:14 main:574] : INFO : Epoch 1556 | loss: 0.0309961 | val_loss: 0.0312959 | Time: 3522.89 ms
[2021-10-01 19:47:18 main:574] : INFO : Epoch 1557 | loss: 0.0309968 | val_loss: 0.0312666 | Time: 3510.29 ms
[2021-10-01 19:47:21 main:574] : INFO : Epoch 1558 | loss: 0.0310007 | val_loss: 0.03127 | Time: 3504.8 ms
[2021-10-01 19:47:25 main:574] : INFO : Epoch 1559 | loss: 0.030991 | val_loss: 0.0312926 | Time: 3507.13 ms
[2021-10-01 19:47:29 main:574] : INFO : Epoch 1560 | loss: 0.0310021 | val_loss: 0.0312972 | Time: 3511.84 ms
[2021-10-01 19:47:32 main:574] : INFO : Epoch 1561 | loss: 0.0310057 | val_loss: 0.0312802 | Time: 3496.16 ms
[2021-10-01 19:47:36 main:574] : INFO : Epoch 1562 | loss: 0.0310035 | val_loss: 0.0312897 | Time: 3512.46 ms
[2021-10-01 19:47:39 main:574] : INFO : Epoch 1563 | loss: 0.0309998 | val_loss: 0.0312848 | Time: 3501.53 ms
[2021-10-01 19:47:43 main:574] : INFO : Epoch 1564 | loss: 0.0310056 | val_loss: 0.0312945 | Time: 3508.09 ms
[2021-10-01 19:47:46 main:574] : INFO : Epoch 1565 | loss: 0.0310009 | val_loss: 0.0312853 | Time: 3504.69 ms
[2021-10-01 19:47:50 main:574] : INFO : Epoch 1566 | loss: 0.031004 | val_loss: 0.0312748 | Time: 3499.41 ms
[2021-10-01 19:47:53 main:574] : INFO : Epoch 1567 | loss: 0.0309965 | val_loss: 0.0312969 | Time: 3538.33 ms
[2021-10-01 19:47:57 main:574] : INFO : Epoch 1568 | loss: 0.0309944 | val_loss: 0.0313136 | Time: 3488.58 ms
[2021-10-01 19:48:00 main:574] : INFO : Epoch 1569 | loss: 0.0310025 | val_loss: 0.0312843 | Time: 3517.86 ms
[2021-10-01 19:48:04 main:574] : INFO : Epoch 1570 | loss: 0.0309968 | val_loss: 0.0312867 | Time: 3493.81 ms
[2021-10-01 19:48:07 main:574] : INFO : Epoch 1571 | loss: 0.030998 | val_loss: 0.0313158 | Time: 3488.66 ms
[2021-10-01 19:48:11 main:574] : INFO : Epoch 1572 | loss: 0.0309985 | val_loss: 0.0312884 | Time: 3497.71 ms
[2021-10-01 19:48:14 main:574] : INFO : Epoch 1573 | loss: 0.0309969 | val_loss: 0.0312805 | Time: 3510.3 ms
[2021-10-01 19:48:18 main:574] : INFO : Epoch 1574 | loss: 0.0310004 | val_loss: 0.0312926 | Time: 3487.8 ms
[2021-10-01 19:48:21 main:574] : INFO : Epoch 1575 | loss: 0.0310017 | val_loss: 0.0312725 | Time: 3481.25 ms
[2021-10-01 19:48:25 main:574] : INFO : Epoch 1576 | loss: 0.0309998 | val_loss: 0.0312853 | Time: 3480.85 ms
[2021-10-01 19:48:28 main:574] : INFO : Epoch 1577 | loss: 0.0309982 | val_loss: 0.0313144 | Time: 3513.39 ms
[2021-10-01 19:48:32 main:574] : INFO : Epoch 1578 | loss: 0.0310012 | val_loss: 0.0312981 | Time: 3501.6 ms
[2021-10-01 19:48:35 main:574] : INFO : Epoch 1579 | loss: 0.0309966 | val_loss: 0.031302 | Time: 3488.07 ms
[2021-10-01 19:48:39 main:574] : INFO : Epoch 1580 | loss: 0.0310016 | val_loss: 0.0313024 | Time: 3492.47 ms
[2021-10-01 19:48:42 main:574] : INFO : Epoch 1581 | loss: 0.0310006 | val_loss: 0.031302 | Time: 3479.51 ms
[2021-10-01 19:48:46 main:574] : INFO : Epoch 1582 | loss: 0.0309955 | val_loss: 0.0313051 | Time: 3491.32 ms
[2021-10-01 19:48:49 main:574] : INFO : Epoch 1583 | loss: 0.0309915 | val_loss: 0.031277 | Time: 3510.75 ms
[2021-10-01 19:48:53 main:574] : INFO : Epoch 1584 | loss: 0.0309891 | val_loss: 0.0312931 | Time: 3499.19 ms
[2021-10-01 19:48:56 main:574] : INFO : Epoch 1585 | loss: 0.0309979 | val_loss: 0.0312578 | Time: 3476.52 ms
[2021-10-01 19:49:00 main:574] : INFO : Epoch 1586 | loss: 0.0310059 | val_loss: 0.0312677 | Time: 3500.1 ms
[2021-10-01 19:49:03 main:574] : INFO : Epoch 1587 | loss: 0.0310027 | val_loss: 0.0312651 | Time: 3502.28 ms
[2021-10-01 19:49:07 main:574] : INFO : Epoch 1588 | loss: 0.0310022 | val_loss: 0.0312463 | Time: 3491.36 ms
[2021-10-01 19:49:10 main:574] : INFO : Epoch 1589 | loss: 0.0310146 | val_loss: 0.031283 | Time: 3507.46 ms
[2021-10-01 19:49:14 main:574] : INFO : Epoch 1590 | loss: 0.0310039 | val_loss: 0.0312913 | Time: 3514.71 ms
[2021-10-01 19:49:17 main:574] : INFO : Epoch 1591 | loss: 0.0309986 | val_loss: 0.0312927 | Time: 3493.78 ms
[2021-10-01 19:49:21 main:574] : INFO : Epoch 1592 | loss: 0.0309974 | val_loss: 0.0312915 | Time: 3491.35 ms
[2021-10-01 19:49:24 main:574] : INFO : Epoch 1593 | loss: 0.0309996 | val_loss: 0.0313138 | Time: 3482.82 ms
[2021-10-01 19:49:28 main:574] : INFO : Epoch 1594 | loss: 0.030994 | val_loss: 0.0313031 | Time: 3470.19 ms
[2021-10-01 19:49:31 main:574] : INFO : Epoch 1595 | loss: 0.0309949 | val_loss: 0.0312817 | Time: 3502.3 ms
[2021-10-01 19:49:35 main:574] : INFO : Epoch 1596 | loss: 0.0310037 | val_loss: 0.0312634 | Time: 3491.55 ms
[2021-10-01 19:49:38 main:574] : INFO : Epoch 1597 | loss: 0.0309987 | val_loss: 0.0312778 | Time: 3619.25 ms
[2021-10-01 19:49:42 main:574] : INFO : Epoch 1598 | loss: 0.0309977 | val_loss: 0.0312786 | Time: 3497.39 ms
[2021-10-01 19:49:45 main:574] : INFO : Epoch 1599 | loss: 0.0309966 | val_loss: 0.0312771 | Time: 3485.86 ms
[2021-10-01 19:49:49 main:574] : INFO : Epoch 1600 | loss: 0.0310035 | val_loss: 0.03127 | Time: 3510.18 ms
[2021-10-01 19:49:52 main:574] : INFO : Epoch 1601 | loss: 0.0310086 | val_loss: 0.0312705 | Time: 3488.49 ms
[2021-10-01 19:49:56 main:574] : INFO : Epoch 1602 | loss: 0.0310053 | val_loss: 0.0313082 | Time: 3493.56 ms
[2021-10-01 19:49:59 main:574] : INFO : Epoch 1603 | loss: 0.0309958 | val_loss: 0.0312727 | Time: 3503.82 ms
[2021-10-01 19:50:03 main:574] : INFO : Epoch 1604 | loss: 0.0310041 | val_loss: 0.031275 | Time: 3509.47 ms
[2021-10-01 19:50:06 main:574] : INFO : Epoch 1605 | loss: 0.0310009 | val_loss: 0.0312894 | Time: 3505.76 ms
[2021-10-01 19:50:10 main:574] : INFO : Epoch 1606 | loss: 0.0309973 | val_loss: 0.031297 | Time: 3499.77 ms
[2021-10-01 19:50:13 main:574] : INFO : Epoch 1607 | loss: 0.0309963 | val_loss: 0.0312997 | Time: 3546.8 ms
[2021-10-01 19:50:17 main:574] : INFO : Epoch 1608 | loss: 0.0310004 | val_loss: 0.0312824 | Time: 3517.98 ms
[2021-10-01 19:50:20 main:574] : INFO : Epoch 1609 | loss: 0.0310004 | val_loss: 0.0312927 | Time: 3503.35 ms
[2021-10-01 19:50:24 main:574] : INFO : Epoch 1610 | loss: 0.0310062 | val_loss: 0.0312843 | Time: 3492.87 ms
[2021-10-01 19:50:27 main:574] : INFO : Epoch 1611 | loss: 0.0310002 | val_loss: 0.0312866 | Time: 3525.29 ms
[2021-10-01 19:50:31 main:574] : INFO : Epoch 1612 | loss: 0.031003 | val_loss: 0.0313136 | Time: 3495.28 ms
[2021-10-01 19:50:34 main:574] : INFO : Epoch 1613 | loss: 0.0310038 | val_loss: 0.0312829 | Time: 3512.6 ms
[2021-10-01 19:50:38 main:574] : INFO : Epoch 1614 | loss: 0.0309973 | val_loss: 0.0312808 | Time: 3507.22 ms
[2021-10-01 19:50:41 main:574] : INFO : Epoch 1615 | loss: 0.0309981 | val_loss: 0.0312933 | Time: 3522.14 ms
[2021-10-01 19:50:45 main:574] : INFO : Epoch 1616 | loss: 0.0310097 | val_loss: 0.03129 | Time: 3520.3 ms
[2021-10-01 19:50:48 main:574] : INFO : Epoch 1617 | loss: 0.0310074 | val_loss: 0.0312821 | Time: 3498.59 ms
[2021-10-01 19:50:52 main:574] : INFO : Epoch 1618 | loss: 0.0310003 | val_loss: 0.0312857 | Time: 3537.42 ms
[2021-10-01 19:50:55 main:574] : INFO : Epoch 1619 | loss: 0.0309969 | val_loss: 0.0312779 | Time: 3499.09 ms
[2021-10-01 19:50:59 main:574] : INFO : Epoch 1620 | loss: 0.0310025 | val_loss: 0.0312729 | Time: 3528.03 ms
[2021-10-01 19:51:02 main:574] : INFO : Epoch 1621 | loss: 0.0309945 | val_loss: 0.0313054 | Time: 3491.29 ms
[2021-10-01 19:51:06 main:574] : INFO : Epoch 1622 | loss: 0.0310022 | val_loss: 0.031303 | Time: 3519.2 ms
[2021-10-01 19:51:10 main:574] : INFO : Epoch 1623 | loss: 0.0309995 | val_loss: 0.0312828 | Time: 3516.6 ms
[2021-10-01 19:51:13 main:574] : INFO : Epoch 1624 | loss: 0.0309971 | val_loss: 0.0313044 | Time: 3532.21 ms
[2021-10-01 19:51:17 main:574] : INFO : Epoch 1625 | loss: 0.0310012 | val_loss: 0.0313067 | Time: 3530.73 ms
[2021-10-01 19:51:20 main:574] : INFO : Epoch 1626 | loss: 0.0309992 | val_loss: 0.0313001 | Time: 3500.77 ms
[2021-10-01 19:51:24 main:574] : INFO : Epoch 1627 | loss: 0.0309983 | val_loss: 0.0312932 | Time: 3504.93 ms
[2021-10-01 19:51:27 main:574] : INFO : Epoch 1628 | loss: 0.0310043 | val_loss: 0.0312865 | Time: 3503.11 ms
[2021-10-01 19:51:31 main:574] : INFO : Epoch 1629 | loss: 0.0309993 | val_loss: 0.0312857 | Time: 3506.86 ms
[2021-10-01 19:51:34 main:574] : INFO : Epoch 1630 | loss: 0.0310027 | val_loss: 0.0312917 | Time: 3506.55 ms
[2021-10-01 19:51:38 main:574] : INFO : Epoch 1631 | loss: 0.0309959 | val_loss: 0.0312921 | Time: 3524.56 ms
[2021-10-01 19:51:41 main:574] : INFO : Epoch 1632 | loss: 0.0309968 | val_loss: 0.0312962 | Time: 3502.63 ms
[2021-10-01 19:51:45 main:574] : INFO : Epoch 1633 | loss: 0.0310032 | val_loss: 0.0312894 | Time: 3529.46 ms
[2021-10-01 19:51:48 main:574] : INFO : Epoch 1634 | loss: 0.0309999 | val_loss: 0.0312875 | Time: 3522.78 ms
[2021-10-01 19:51:52 main:574] : INFO : Epoch 1635 | loss: 0.0310036 | val_loss: 0.0312739 | Time: 3503.95 ms
[2021-10-01 19:51:55 main:574] : INFO : Epoch 1636 | loss: 0.0310093 | val_loss: 0.0312647 | Time: 3524.08 ms
[2021-10-01 19:51:59 main:574] : INFO : Epoch 1637 | loss: 0.0310185 | val_loss: 0.0312737 | Time: 3512.41 ms
[2021-10-01 19:52:02 main:574] : INFO : Epoch 1638 | loss: 0.0310105 | val_loss: 0.0313047 | Time: 3515.51 ms
[2021-10-01 19:52:06 main:574] : INFO : Epoch 1639 | loss: 0.0310027 | val_loss: 0.0312897 | Time: 3518.58 ms
[2021-10-01 19:52:09 main:574] : INFO : Epoch 1640 | loss: 0.0310016 | val_loss: 0.0312725 | Time: 3486.04 ms
[2021-10-01 19:52:13 main:574] : INFO : Epoch 1641 | loss: 0.0310001 | val_loss: 0.0313168 | Time: 3507.58 ms
[2021-10-01 19:52:16 main:574] : INFO : Epoch 1642 | loss: 0.0309923 | val_loss: 0.0312977 | Time: 3513.88 ms
[2021-10-01 19:52:20 main:574] : INFO : Epoch 1643 | loss: 0.0309924 | val_loss: 0.0312812 | Time: 3512.04 ms
[2021-10-01 19:52:23 main:574] : INFO : Epoch 1644 | loss: 0.0309971 | val_loss: 0.0312887 | Time: 3501.25 ms
[2021-10-01 19:52:27 main:574] : INFO : Epoch 1645 | loss: 0.0309979 | val_loss: 0.0312972 | Time: 3509.45 ms
[2021-10-01 19:52:30 main:574] : INFO : Epoch 1646 | loss: 0.0310043 | val_loss: 0.0313141 | Time: 3488.05 ms
[2021-10-01 19:52:34 main:574] : INFO : Epoch 1647 | loss: 0.0310031 | val_loss: 0.0313038 | Time: 3551.04 ms
[2021-10-01 19:52:37 main:574] : INFO : Epoch 1648 | loss: 0.0309984 | val_loss: 0.0312912 | Time: 3493.64 ms
[2021-10-01 19:52:41 main:574] : INFO : Epoch 1649 | loss: 0.0310016 | val_loss: 0.0312722 | Time: 3516.72 ms
[2021-10-01 19:52:44 main:574] : INFO : Epoch 1650 | loss: 0.0309987 | val_loss: 0.0312827 | Time: 3501.47 ms
[2021-10-01 19:52:48 main:574] : INFO : Epoch 1651 | loss: 0.0309989 | val_loss: 0.0312862 | Time: 3520.58 ms
[2021-10-01 19:52:51 main:574] : INFO : Epoch 1652 | loss: 0.0310003 | val_loss: 0.0312792 | Time: 3516.11 ms
[2021-10-01 19:52:55 main:574] : INFO : Epoch 1653 | loss: 0.0310013 | val_loss: 0.031286 | Time: 3515.19 ms
[2021-10-01 19:52:59 main:574] : INFO : Epoch 1654 | loss: 0.0310002 | val_loss: 0.0312891 | Time: 3505.88 ms
[2021-10-01 19:53:02 main:574] : INFO : Epoch 1655 | loss: 0.0309947 | val_loss: 0.031301 | Time: 3505.39 ms
[2021-10-01 19:53:06 main:574] : INFO : Epoch 1656 | loss: 0.0309936 | val_loss: 0.0312823 | Time: 3511.19 ms
[2021-10-01 19:53:09 main:574] : INFO : Epoch 1657 | loss: 0.0309926 | val_loss: 0.0312896 | Time: 3517.55 ms
[2021-10-01 19:53:13 main:574] : INFO : Epoch 1658 | loss: 0.0309946 | val_loss: 0.0312928 | Time: 3505.63 ms
[2021-10-01 19:53:16 main:574] : INFO : Epoch 1659 | loss: 0.0309947 | val_loss: 0.0312891 | Time: 3512.92 ms
[2021-10-01 19:53:20 main:574] : INFO : Epoch 1660 | loss: 0.0310011 | val_loss: 0.0312593 | Time: 3509.41 ms
[2021-10-01 19:53:23 main:574] : INFO : Epoch 1661 | loss: 0.0310076 | val_loss: 0.0312667 | Time: 3483.81 ms
[2021-10-01 19:53:27 main:574] : INFO : Epoch 1662 | loss: 0.0310002 | val_loss: 0.031299 | Time: 3500.84 ms
[2021-10-01 19:53:30 main:574] : INFO : Epoch 1663 | loss: 0.0309973 | val_loss: 0.031319 | Time: 3488.18 ms
[2021-10-01 19:53:34 main:574] : INFO : Epoch 1664 | loss: 0.0309983 | val_loss: 0.0312928 | Time: 3482.69 ms
[2021-10-01 19:53:37 main:574] : INFO : Epoch 1665 | loss: 0.0309942 | val_loss: 0.0313168 | Time: 3478.34 ms
[2021-10-01 19:53:41 main:574] : INFO : Epoch 1666 | loss: 0.0309991 | val_loss: 0.0313038 | Time: 3477.11 ms
[2021-10-01 19:53:44 main:574] : INFO : Epoch 1667 | loss: 0.0309918 | val_loss: 0.0312941 | Time: 3498.65 ms
[2021-10-01 19:53:48 main:574] : INFO : Epoch 1668 | loss: 0.0309974 | val_loss: 0.031306 | Time: 3476.99 ms
[2021-10-01 19:53:51 main:574] : INFO : Epoch 1669 | loss: 0.0310076 | val_loss: 0.0313185 | Time: 3502.98 ms
[2021-10-01 19:53:55 main:574] : INFO : Epoch 1670 | loss: 0.0309989 | val_loss: 0.0313124 | Time: 3484.36 ms
[2021-10-01 19:53:58 main:574] : INFO : Epoch 1671 | loss: 0.0309947 | val_loss: 0.0312964 | Time: 3486.84 ms
[2021-10-01 19:54:02 main:574] : INFO : Epoch 1672 | loss: 0.0309925 | val_loss: 0.0312823 | Time: 3512.16 ms
[2021-10-01 19:54:05 main:574] : INFO : Epoch 1673 | loss: 0.0309989 | val_loss: 0.0312669 | Time: 3540.9 ms
[2021-10-01 19:54:09 main:574] : INFO : Epoch 1674 | loss: 0.030993 | val_loss: 0.0312905 | Time: 3516.85 ms
[2021-10-01 19:54:12 main:574] : INFO : Epoch 1675 | loss: 0.0310039 | val_loss: 0.0312567 | Time: 3494.71 ms
[2021-10-01 19:54:16 main:574] : INFO : Epoch 1676 | loss: 0.0310063 | val_loss: 0.0312663 | Time: 3485.47 ms
[2021-10-01 19:54:19 main:574] : INFO : Epoch 1677 | loss: 0.0310053 | val_loss: 0.0312774 | Time: 3489.7 ms
[2021-10-01 19:54:23 main:574] : INFO : Epoch 1678 | loss: 0.031 | val_loss: 0.0312824 | Time: 3480.06 ms
[2021-10-01 19:54:26 main:574] : INFO : Epoch 1679 | loss: 0.0310164 | val_loss: 0.0312716 | Time: 3504.25 ms
[2021-10-01 19:54:30 main:574] : INFO : Epoch 1680 | loss: 0.0310106 | val_loss: 0.031267 | Time: 3500.58 ms
[2021-10-01 19:54:33 main:574] : INFO : Epoch 1681 | loss: 0.0309991 | val_loss: 0.0312735 | Time: 3484.62 ms
[2021-10-01 19:54:37 main:574] : INFO : Epoch 1682 | loss: 0.031001 | val_loss: 0.0312728 | Time: 3506.86 ms
[2021-10-01 19:54:40 main:574] : INFO : Epoch 1683 | loss: 0.0309965 | val_loss: 0.0312904 | Time: 3484.34 ms
[2021-10-01 19:54:44 main:574] : INFO : Epoch 1684 | loss: 0.030997 | val_loss: 0.0312961 | Time: 3510.92 ms
[2021-10-01 19:54:47 main:574] : INFO : Epoch 1685 | loss: 0.0309985 | val_loss: 0.031262 | Time: 3472.98 ms
[2021-10-01 19:54:51 main:574] : INFO : Epoch 1686 | loss: 0.0310052 | val_loss: 0.0312865 | Time: 3506.62 ms
[2021-10-01 19:54:54 main:574] : INFO : Epoch 1687 | loss: 0.0310098 | val_loss: 0.0312705 | Time: 3512.24 ms
[2021-10-01 19:54:58 main:574] : INFO : Epoch 1688 | loss: 0.0310076 | val_loss: 0.0312558 | Time: 3516.05 ms
[2021-10-01 19:55:01 main:574] : INFO : Epoch 1689 | loss: 0.0310042 | val_loss: 0.0312887 | Time: 3520.82 ms
[2021-10-01 19:55:05 main:574] : INFO : Epoch 1690 | loss: 0.0309981 | val_loss: 0.0312824 | Time: 3509.46 ms
[2021-10-01 19:55:08 main:574] : INFO : Epoch 1691 | loss: 0.030988 | val_loss: 0.0313124 | Time: 3512.05 ms
[2021-10-01 19:55:12 main:574] : INFO : Epoch 1692 | loss: 0.0309995 | val_loss: 0.0312823 | Time: 3507.18 ms
[2021-10-01 19:55:15 main:574] : INFO : Epoch 1693 | loss: 0.0310045 | val_loss: 0.0312925 | Time: 3496.39 ms
[2021-10-01 19:55:19 main:574] : INFO : Epoch 1694 | loss: 0.0309982 | val_loss: 0.0312658 | Time: 3516.78 ms
[2021-10-01 19:55:22 main:574] : INFO : Epoch 1695 | loss: 0.030995 | val_loss: 0.0312875 | Time: 3509.69 ms
[2021-10-01 19:55:26 main:574] : INFO : Epoch 1696 | loss: 0.0309997 | val_loss: 0.0312859 | Time: 3521.79 ms
[2021-10-01 19:55:29 main:574] : INFO : Epoch 1697 | loss: 0.0310031 | val_loss: 0.0312901 | Time: 3509.23 ms
[2021-10-01 19:55:33 main:574] : INFO : Epoch 1698 | loss: 0.0309993 | val_loss: 0.0312938 | Time: 3516.82 ms
[2021-10-01 19:55:36 main:574] : INFO : Epoch 1699 | loss: 0.0309985 | val_loss: 0.0313032 | Time: 3514.9 ms
[2021-10-01 19:55:40 main:574] : INFO : Epoch 1700 | loss: 0.0309932 | val_loss: 0.0313074 | Time: 3516.23 ms
[2021-10-01 19:55:43 main:574] : INFO : Epoch 1701 | loss: 0.0309975 | val_loss: 0.0313145 | Time: 3525.51 ms
[2021-10-01 19:55:47 main:574] : INFO : Epoch 1702 | loss: 0.0310037 | val_loss: 0.0313014 | Time: 3542.51 ms
[2021-10-01 19:55:50 main:574] : INFO : Epoch 1703 | loss: 0.0310078 | val_loss: 0.0313065 | Time: 3514.51 ms
[2021-10-01 19:55:54 main:574] : INFO : Epoch 1704 | loss: 0.0310052 | val_loss: 0.0312862 | Time: 3495.28 ms
[2021-10-01 19:55:57 main:574] : INFO : Epoch 1705 | loss: 0.0310078 | val_loss: 0.0312918 | Time: 3482.25 ms
[2021-10-01 19:56:01 main:574] : INFO : Epoch 1706 | loss: 0.0309958 | val_loss: 0.031284 | Time: 3517.57 ms
[2021-10-01 19:56:04 main:574] : INFO : Epoch 1707 | loss: 0.0309964 | val_loss: 0.0312924 | Time: 3507.73 ms
[2021-10-01 19:56:08 main:574] : INFO : Epoch 1708 | loss: 0.0309984 | val_loss: 0.0312801 | Time: 3509.88 ms
[2021-10-01 19:56:11 main:574] : INFO : Epoch 1709 | loss: 0.0309969 | val_loss: 0.0312804 | Time: 3487.55 ms
[2021-10-01 19:56:15 main:574] : INFO : Epoch 1710 | loss: 0.0309975 | val_loss: 0.0312916 | Time: 3499.81 ms
[2021-10-01 19:56:18 main:574] : INFO : Epoch 1711 | loss: 0.0309991 | val_loss: 0.0312966 | Time: 3488.81 ms
[2021-10-01 19:56:22 main:574] : INFO : Epoch 1712 | loss: 0.0309899 | val_loss: 0.0312913 | Time: 3482.52 ms
[2021-10-01 19:56:25 main:574] : INFO : Epoch 1713 | loss: 0.0309982 | val_loss: 0.0312908 | Time: 3484.54 ms
[2021-10-01 19:56:29 main:574] : INFO : Epoch 1714 | loss: 0.0310057 | val_loss: 0.0312883 | Time: 3495.9 ms
[2021-10-01 19:56:32 main:574] : INFO : Epoch 1715 | loss: 0.0309992 | val_loss: 0.0312839 | Time: 3488.78 ms
[2021-10-01 19:56:36 main:574] : INFO : Epoch 1716 | loss: 0.0310031 | val_loss: 0.0313021 | Time: 3515.89 ms
[2021-10-01 19:56:39 main:574] : INFO : Epoch 1717 | loss: 0.0309928 | val_loss: 0.0313152 | Time: 3518.13 ms
[2021-10-01 19:56:43 main:574] : INFO : Epoch 1718 | loss: 0.0309976 | val_loss: 0.0313132 | Time: 3513.58 ms
[2021-10-01 19:56:46 main:574] : INFO : Epoch 1719 | loss: 0.0309993 | val_loss: 0.0312779 | Time: 3508.86 ms
[2021-10-01 19:56:50 main:574] : INFO : Epoch 1720 | loss: 0.0310051 | val_loss: 0.0312637 | Time: 3506.51 ms
[2021-10-01 19:56:53 main:574] : INFO : Epoch 1721 | loss: 0.0310083 | val_loss: 0.0312771 | Time: 3516.29 ms
[2021-10-01 19:56:57 main:574] : INFO : Epoch 1722 | loss: 0.0309971 | val_loss: 0.031282 | Time: 3520.2 ms
[2021-10-01 19:57:01 main:574] : INFO : Epoch 1723 | loss: 0.0309924 | val_loss: 0.0313022 | Time: 3516.09 ms
[2021-10-01 19:57:04 main:574] : INFO : Epoch 1724 | loss: 0.0309969 | val_loss: 0.0313043 | Time: 3501.58 ms
[2021-10-01 19:57:08 main:574] : INFO : Epoch 1725 | loss: 0.0309978 | val_loss: 0.0312906 | Time: 3519.64 ms
[2021-10-01 19:57:11 main:574] : INFO : Epoch 1726 | loss: 0.0309949 | val_loss: 0.0312809 | Time: 3507.43 ms
[2021-10-01 19:57:15 main:574] : INFO : Epoch 1727 | loss: 0.0310015 | val_loss: 0.0312753 | Time: 3501.88 ms
[2021-10-01 19:57:18 main:574] : INFO : Epoch 1728 | loss: 0.0310051 | val_loss: 0.0312788 | Time: 3487.09 ms
[2021-10-01 19:57:22 main:574] : INFO : Epoch 1729 | loss: 0.0309949 | val_loss: 0.0312852 | Time: 3487.7 ms
[2021-10-01 19:57:25 main:574] : INFO : Epoch 1730 | loss: 0.0309923 | val_loss: 0.0312918 | Time: 3532.24 ms
[2021-10-01 19:57:29 main:574] : INFO : Epoch 1731 | loss: 0.0309956 | val_loss: 0.0312973 | Time: 3545.64 ms
[2021-10-01 19:57:32 main:574] : INFO : Epoch 1732 | loss: 0.0309968 | val_loss: 0.031258 | Time: 3601.83 ms
[2021-10-01 19:57:36 main:574] : INFO : Epoch 1733 | loss: 0.0310008 | val_loss: 0.0312862 | Time: 3537.85 ms
[2021-10-01 19:57:39 main:574] : INFO : Epoch 1734 | loss: 0.0310081 | val_loss: 0.0312877 | Time: 3513.85 ms
[2021-10-01 19:57:43 main:574] : INFO : Epoch 1735 | loss: 0.0309968 | val_loss: 0.0312878 | Time: 3529.44 ms
[2021-10-01 19:57:46 main:574] : INFO : Epoch 1736 | loss: 0.0310007 | val_loss: 0.0312641 | Time: 3518.48 ms
[2021-10-01 19:57:50 main:574] : INFO : Epoch 1737 | loss: 0.0310059 | val_loss: 0.0313078 | Time: 3525.24 ms
[2021-10-01 19:57:53 main:574] : INFO : Epoch 1738 | loss: 0.0310051 | val_loss: 0.0312796 | Time: 3544.82 ms
[2021-10-01 19:57:57 main:574] : INFO : Epoch 1739 | loss: 0.0310015 | val_loss: 0.0312824 | Time: 3528.78 ms
[2021-10-01 19:58:00 main:574] : INFO : Epoch 1740 | loss: 0.0310021 | val_loss: 0.0313168 | Time: 3531.9 ms
[2021-10-01 19:58:04 main:574] : INFO : Epoch 1741 | loss: 0.0309964 | val_loss: 0.0312798 | Time: 3531.56 ms
[2021-10-01 19:58:08 main:574] : INFO : Epoch 1742 | loss: 0.0310142 | val_loss: 0.0312808 | Time: 3509.45 ms
[2021-10-01 19:58:11 main:574] : INFO : Epoch 1743 | loss: 0.0310143 | val_loss: 0.0312725 | Time: 3538.71 ms
[2021-10-01 19:58:15 main:574] : INFO : Epoch 1744 | loss: 0.0309951 | val_loss: 0.031301 | Time: 3501.21 ms
[2021-10-01 19:58:18 main:574] : INFO : Epoch 1745 | loss: 0.0309994 | val_loss: 0.0313003 | Time: 3557.63 ms
[2021-10-01 19:58:22 main:574] : INFO : Epoch 1746 | loss: 0.0310003 | val_loss: 0.03127 | Time: 3518.2 ms
[2021-10-01 19:58:25 main:574] : INFO : Epoch 1747 | loss: 0.0310026 | val_loss: 0.0313095 | Time: 3499.42 ms
[2021-10-01 19:58:29 main:574] : INFO : Epoch 1748 | loss: 0.0309969 | val_loss: 0.0312937 | Time: 3499.35 ms
[2021-10-01 19:58:32 main:574] : INFO : Epoch 1749 | loss: 0.030999 | val_loss: 0.0312721 | Time: 3528.1 ms
[2021-10-01 19:58:36 main:574] : INFO : Epoch 1750 | loss: 0.0309948 | val_loss: 0.0312805 | Time: 3484.81 ms
[2021-10-01 19:58:39 main:574] : INFO : Epoch 1751 | loss: 0.0309937 | val_loss: 0.0312828 | Time: 3490.1 ms
[2021-10-01 19:58:43 main:574] : INFO : Epoch 1752 | loss: 0.030996 | val_loss: 0.0312926 | Time: 3498.64 ms
[2021-10-01 19:58:46 main:574] : INFO : Epoch 1753 | loss: 0.0310033 | val_loss: 0.0312907 | Time: 3492.12 ms
[2021-10-01 19:58:50 main:574] : INFO : Epoch 1754 | loss: 0.0310007 | val_loss: 0.0312907 | Time: 3508.97 ms
[2021-10-01 19:58:53 main:574] : INFO : Epoch 1755 | loss: 0.0310054 | val_loss: 0.0312885 | Time: 3505.07 ms
[2021-10-01 19:58:57 main:574] : INFO : Epoch 1756 | loss: 0.0310017 | val_loss: 0.0312979 | Time: 3502.35 ms
[2021-10-01 19:59:00 main:574] : INFO : Epoch 1757 | loss: 0.0310001 | val_loss: 0.0312703 | Time: 3483.02 ms
[2021-10-01 19:59:04 main:574] : INFO : Epoch 1758 | loss: 0.031 | val_loss: 0.0313094 | Time: 3509.9 ms
[2021-10-01 19:59:07 main:574] : INFO : Epoch 1759 | loss: 0.0309944 | val_loss: 0.0312995 | Time: 3508.91 ms
[2021-10-01 19:59:11 main:574] : INFO : Epoch 1760 | loss: 0.0309922 | val_loss: 0.0313022 | Time: 3484.89 ms
[2021-10-01 19:59:14 main:574] : INFO : Epoch 1761 | loss: 0.0310014 | val_loss: 0.0313016 | Time: 3518.84 ms
[2021-10-01 19:59:18 main:574] : INFO : Epoch 1762 | loss: 0.0309991 | val_loss: 0.0312828 | Time: 3525.14 ms
[2021-10-01 19:59:21 main:574] : INFO : Epoch 1763 | loss: 0.031003 | val_loss: 0.0312894 | Time: 3501.81 ms
[2021-10-01 19:59:25 main:574] : INFO : Epoch 1764 | loss: 0.0309965 | val_loss: 0.0312896 | Time: 3483.79 ms
[2021-10-01 19:59:28 main:574] : INFO : Epoch 1765 | loss: 0.0309915 | val_loss: 0.0312688 | Time: 3522.07 ms
[2021-10-01 19:59:32 main:574] : INFO : Epoch 1766 | loss: 0.0310026 | val_loss: 0.0312698 | Time: 3508.04 ms
[2021-10-01 19:59:35 main:574] : INFO : Epoch 1767 | loss: 0.0310032 | val_loss: 0.0313111 | Time: 3510.9 ms
[2021-10-01 19:59:39 main:574] : INFO : Epoch 1768 | loss: 0.0310024 | val_loss: 0.0312929 | Time: 3492.11 ms
[2021-10-01 19:59:42 main:574] : INFO : Epoch 1769 | loss: 0.0310058 | val_loss: 0.0312959 | Time: 3515.08 ms
[2021-10-01 19:59:46 main:574] : INFO : Epoch 1770 | loss: 0.0310047 | val_loss: 0.0313083 | Time: 3516.9 ms
[2021-10-01 19:59:49 main:574] : INFO : Epoch 1771 | loss: 0.0309978 | val_loss: 0.0312935 | Time: 3506.95 ms
[2021-10-01 19:59:53 main:574] : INFO : Epoch 1772 | loss: 0.0309938 | val_loss: 0.0312775 | Time: 3499.69 ms
[2021-10-01 19:59:56 main:574] : INFO : Epoch 1773 | loss: 0.0309986 | val_loss: 0.0312775 | Time: 3503.83 ms
[2021-10-01 20:00:00 main:574] : INFO : Epoch 1774 | loss: 0.0309975 | val_loss: 0.0312755 | Time: 3515.69 ms
[2021-10-01 20:00:03 main:574] : INFO : Epoch 1775 | loss: 0.0309945 | val_loss: 0.0312642 | Time: 3506.04 ms
[2021-10-01 20:00:07 main:574] : INFO : Epoch 1776 | loss: 0.030993 | val_loss: 0.0312628 | Time: 3495.85 ms
[2021-10-01 20:00:10 main:574] : INFO : Epoch 1777 | loss: 0.0309946 | val_loss: 0.0313059 | Time: 3539.42 ms
[2021-10-01 20:00:14 main:574] : INFO : Epoch 1778 | loss: 0.0309955 | val_loss: 0.0312796 | Time: 3504.27 ms
[2021-10-01 20:00:17 main:574] : INFO : Epoch 1779 | loss: 0.0309912 | val_loss: 0.0313094 | Time: 3513.39 ms
[2021-10-01 20:00:21 main:574] : INFO : Epoch 1780 | loss: 0.0309971 | val_loss: 0.0312754 | Time: 3519.02 ms
[2021-10-01 20:00:24 main:574] : INFO : Epoch 1781 | loss: 0.0309975 | val_loss: 0.0313041 | Time: 3497.48 ms
[2021-10-01 20:00:28 main:574] : INFO : Epoch 1782 | loss: 0.0309985 | val_loss: 0.0312681 | Time: 3507.91 ms
[2021-10-01 20:00:32 main:574] : INFO : Epoch 1783 | loss: 0.0310033 | val_loss: 0.0312734 | Time: 3517.53 ms
[2021-10-01 20:00:35 main:574] : INFO : Epoch 1784 | loss: 0.0309987 | val_loss: 0.031282 | Time: 3510.52 ms
[2021-10-01 20:00:39 main:574] : INFO : Epoch 1785 | loss: 0.0310049 | val_loss: 0.0312699 | Time: 3498.65 ms
[2021-10-01 20:00:42 main:574] : INFO : Epoch 1786 | loss: 0.0309981 | val_loss: 0.031298 | Time: 3517.15 ms
[2021-10-01 20:00:46 main:574] : INFO : Epoch 1787 | loss: 0.0310025 | val_loss: 0.0312922 | Time: 3498.11 ms
[2021-10-01 20:00:49 main:574] : INFO : Epoch 1788 | loss: 0.0309987 | val_loss: 0.0313028 | Time: 3487.39 ms
[2021-10-01 20:00:53 main:574] : INFO : Epoch 1789 | loss: 0.030994 | val_loss: 0.0312794 | Time: 3507.09 ms
[2021-10-01 20:00:56 main:574] : INFO : Epoch 1790 | loss: 0.0310048 | val_loss: 0.0312895 | Time: 3519.72 ms
[2021-10-01 20:01:00 main:574] : INFO : Epoch 1791 | loss: 0.030999 | val_loss: 0.0312658 | Time: 3533.4 ms
[2021-10-01 20:01:03 main:574] : INFO : Epoch 1792 | loss: 0.0310038 | val_loss: 0.0313147 | Time: 3497.69 ms
[2021-10-01 20:01:07 main:574] : INFO : Epoch 1793 | loss: 0.0310073 | val_loss: 0.0313064 | Time: 3521.91 ms
[2021-10-01 20:01:10 main:574] : INFO : Epoch 1794 | loss: 0.0310407 | val_loss: 0.0313397 | Time: 3494.47 ms
[2021-10-01 20:01:14 main:574] : INFO : Epoch 1795 | loss: 0.0394394 | val_loss: 0.0362711 | Time: 3508.8 ms
[2021-10-01 20:01:17 main:574] : INFO : Epoch 1796 | loss: 0.0783645 | val_loss: 0.065242 | Time: 3527.43 ms
[2021-10-01 20:01:21 main:574] : INFO : Epoch 1797 | loss: 0.065768 | val_loss: 0.033674 | Time: 3500.4 ms
[2021-10-01 20:01:24 main:574] : INFO : Epoch 1798 | loss: 0.0352699 | val_loss: 0.0329495 | Time: 3536.73 ms
[2021-10-01 20:01:28 main:574] : INFO : Epoch 1799 | loss: 0.0321098 | val_loss: 0.0313602 | Time: 3510.57 ms
[2021-10-01 20:01:31 main:574] : INFO : Epoch 1800 | loss: 0.0313798 | val_loss: 0.0313075 | Time: 3540.96 ms
[2021-10-01 20:01:35 main:574] : INFO : Epoch 1801 | loss: 0.0312935 | val_loss: 0.03128 | Time: 3518.57 ms
[2021-10-01 20:01:38 main:574] : INFO : Epoch 1802 | loss: 0.0312713 | val_loss: 0.0312684 | Time: 3506.85 ms
[2021-10-01 20:01:42 main:574] : INFO : Epoch 1803 | loss: 0.0312659 | val_loss: 0.0312638 | Time: 3510.52 ms
[2021-10-01 20:01:45 main:574] : INFO : Epoch 1804 | loss: 0.0312633 | val_loss: 0.0312622 | Time: 3510.98 ms
[2021-10-01 20:01:49 main:574] : INFO : Epoch 1805 | loss: 0.031262 | val_loss: 0.0312615 | Time: 3502.48 ms
[2021-10-01 20:01:52 main:574] : INFO : Epoch 1806 | loss: 0.031261 | val_loss: 0.0312608 | Time: 3507.21 ms
[2021-10-01 20:01:56 main:574] : INFO : Epoch 1807 | loss: 0.0312603 | val_loss: 0.0312598 | Time: 3509.28 ms
[2021-10-01 20:01:59 main:574] : INFO : Epoch 1808 | loss: 0.0312596 | val_loss: 0.0312591 | Time: 3518.23 ms
[2021-10-01 20:02:03 main:574] : INFO : Epoch 1809 | loss: 0.0312589 | val_loss: 0.0312585 | Time: 3511.89 ms
[2021-10-01 20:02:06 main:574] : INFO : Epoch 1810 | loss: 0.0312584 | val_loss: 0.0312581 | Time: 3512.24 ms
[2021-10-01 20:02:10 main:574] : INFO : Epoch 1811 | loss: 0.0312579 | val_loss: 0.0312576 | Time: 3526.83 ms
[2021-10-01 20:02:13 main:574] : INFO : Epoch 1812 | loss: 0.0312576 | val_loss: 0.0312573 | Time: 3489.98 ms
[2021-10-01 20:02:17 main:574] : INFO : Epoch 1813 | loss: 0.0312571 | val_loss: 0.0312568 | Time: 3518.62 ms
[2021-10-01 20:02:21 main:574] : INFO : Epoch 1814 | loss: 0.0312566 | val_loss: 0.0312565 | Time: 3591.36 ms
[2021-10-01 20:02:24 main:574] : INFO : Epoch 1815 | loss: 0.0312566 | val_loss: 0.0312565 | Time: 3509.14 ms
[2021-10-01 20:02:28 main:574] : INFO : Epoch 1816 | loss: 0.0312561 | val_loss: 0.031256 | Time: 3531.76 ms
[2021-10-01 20:02:31 main:574] : INFO : Epoch 1817 | loss: 0.0312558 | val_loss: 0.0312557 | Time: 3513.39 ms
[2021-10-01 20:02:35 main:574] : INFO : Epoch 1818 | loss: 0.0312555 | val_loss: 0.0312555 | Time: 3524.96 ms
[2021-10-01 20:02:38 main:574] : INFO : Epoch 1819 | loss: 0.0312553 | val_loss: 0.0312552 | Time: 3542.61 ms
[2021-10-01 20:02:42 main:574] : INFO : Epoch 1820 | loss: 0.031255 | val_loss: 0.0312552 | Time: 3506.03 ms
[2021-10-01 20:02:45 main:574] : INFO : Epoch 1821 | loss: 0.031255 | val_loss: 0.0312548 | Time: 3515.11 ms
[2021-10-01 20:02:49 main:574] : INFO : Epoch 1822 | loss: 0.0312548 | val_loss: 0.0312549 | Time: 3519.98 ms
[2021-10-01 20:02:52 main:574] : INFO : Epoch 1823 | loss: 0.0312545 | val_loss: 0.0312544 | Time: 3537.07 ms
[2021-10-01 20:02:56 main:574] : INFO : Epoch 1824 | loss: 0.0312544 | val_loss: 0.0312544 | Time: 3500.27 ms
[2021-10-01 20:02:59 main:574] : INFO : Epoch 1825 | loss: 0.0312542 | val_loss: 0.0312541 | Time: 3505.51 ms
[2021-10-01 20:03:03 main:574] : INFO : Epoch 1826 | loss: 0.031254 | val_loss: 0.031254 | Time: 3515.22 ms
[2021-10-01 20:03:06 main:574] : INFO : Epoch 1827 | loss: 0.0312539 | val_loss: 0.031254 | Time: 3508.74 ms
[2021-10-01 20:03:10 main:574] : INFO : Epoch 1828 | loss: 0.0312537 | val_loss: 0.0312539 | Time: 3512.09 ms
[2021-10-01 20:03:13 main:574] : INFO : Epoch 1829 | loss: 0.0312536 | val_loss: 0.0312536 | Time: 3487.86 ms
[2021-10-01 20:03:17 main:574] : INFO : Epoch 1830 | loss: 0.0312534 | val_loss: 0.0312536 | Time: 3493.49 ms
[2021-10-01 20:03:20 main:574] : INFO : Epoch 1831 | loss: 0.0312534 | val_loss: 0.0312535 | Time: 3499.75 ms
[2021-10-01 20:03:24 main:574] : INFO : Epoch 1832 | loss: 0.0312533 | val_loss: 0.0312534 | Time: 3535.69 ms
[2021-10-01 20:03:27 main:574] : INFO : Epoch 1833 | loss: 0.0312532 | val_loss: 0.0312531 | Time: 3491.73 ms
[2021-10-01 20:03:31 main:574] : INFO : Epoch 1834 | loss: 0.031253 | val_loss: 0.0312531 | Time: 3504.91 ms
[2021-10-01 20:03:34 main:574] : INFO : Epoch 1835 | loss: 0.0312529 | val_loss: 0.031253 | Time: 3512.95 ms
[2021-10-01 20:03:38 main:574] : INFO : Epoch 1836 | loss: 0.0312528 | val_loss: 0.0312529 | Time: 3528.3 ms
[2021-10-01 20:03:41 main:574] : INFO : Epoch 1837 | loss: 0.0312528 | val_loss: 0.0312529 | Time: 3521.18 ms
[2021-10-01 20:03:45 main:574] : INFO : Epoch 1838 | loss: 0.0312528 | val_loss: 0.0312528 | Time: 3513.94 ms
[2021-10-01 20:03:49 main:574] : INFO : Epoch 1839 | loss: 0.0312527 | val_loss: 0.0312531 | Time: 3507.48 ms
[2021-10-01 20:03:52 main:574] : INFO : Epoch 1840 | loss: 0.0312527 | val_loss: 0.0312528 | Time: 3506.48 ms
[2021-10-01 20:03:56 main:574] : INFO : Epoch 1841 | loss: 0.0312524 | val_loss: 0.0312527 | Time: 3489.14 ms
[2021-10-01 20:03:59 main:574] : INFO : Epoch 1842 | loss: 0.0312524 | val_loss: 0.0312527 | Time: 3517.61 ms
[2021-10-01 20:04:03 main:574] : INFO : Epoch 1843 | loss: 0.0312523 | val_loss: 0.0312523 | Time: 3490.5 ms
[2021-10-01 20:04:06 main:574] : INFO : Epoch 1844 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 3496.72 ms
[2021-10-01 20:04:10 main:574] : INFO : Epoch 1845 | loss: 0.0312521 | val_loss: 0.0312524 | Time: 3503.15 ms
[2021-10-01 20:04:13 main:574] : INFO : Epoch 1846 | loss: 0.0312521 | val_loss: 0.0312522 | Time: 3498.1 ms
[2021-10-01 20:04:17 main:574] : INFO : Epoch 1847 | loss: 0.0312521 | val_loss: 0.0312521 | Time: 3505.95 ms
[2021-10-01 20:04:20 main:574] : INFO : Epoch 1848 | loss: 0.0312524 | val_loss: 0.0312523 | Time: 3528.66 ms
[2021-10-01 20:04:24 main:574] : INFO : Epoch 1849 | loss: 0.0312525 | val_loss: 0.0312521 | Time: 3503.83 ms
[2021-10-01 20:04:27 main:574] : INFO : Epoch 1850 | loss: 0.031252 | val_loss: 0.0312521 | Time: 3495.93 ms
[2021-10-01 20:04:31 main:574] : INFO : Epoch 1851 | loss: 0.031252 | val_loss: 0.031252 | Time: 3530.92 ms
[2021-10-01 20:04:35 main:574] : INFO : Epoch 1852 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 4253.74 ms
[2021-10-01 20:04:38 main:574] : INFO : Epoch 1853 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 3563.55 ms
[2021-10-01 20:04:42 main:574] : INFO : Epoch 1854 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 3578.99 ms
[2021-10-01 20:04:46 main:574] : INFO : Epoch 1855 | loss: 0.0312518 | val_loss: 0.031252 | Time: 4114.42 ms
[2021-10-01 20:04:50 main:574] : INFO : Epoch 1856 | loss: 0.0312518 | val_loss: 0.0312519 | Time: 3676.84 ms
[2021-10-01 20:04:54 main:574] : INFO : Epoch 1857 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 3688.15 ms
[2021-10-01 20:04:57 main:574] : INFO : Epoch 1858 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 3718.88 ms
[2021-10-01 20:05:01 main:574] : INFO : Epoch 1859 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 3551.07 ms
[2021-10-01 20:05:04 main:574] : INFO : Epoch 1860 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 3637.84 ms
[2021-10-01 20:05:08 main:574] : INFO : Epoch 1861 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 3648.29 ms
[2021-10-01 20:05:12 main:574] : INFO : Epoch 1862 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 3586.77 ms
[2021-10-01 20:05:15 main:574] : INFO : Epoch 1863 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 3582.83 ms
[2021-10-01 20:05:19 main:574] : INFO : Epoch 1864 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 3737.45 ms
[2021-10-01 20:05:23 main:574] : INFO : Epoch 1865 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 3627.34 ms
[2021-10-01 20:05:26 main:574] : INFO : Epoch 1866 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 3688.62 ms
[2021-10-01 20:05:30 main:574] : INFO : Epoch 1867 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 3652.45 ms
[2021-10-01 20:05:34 main:574] : INFO : Epoch 1868 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 3541.04 ms
[2021-10-01 20:05:37 main:574] : INFO : Epoch 1869 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 3622.34 ms
[2021-10-01 20:05:41 main:574] : INFO : Epoch 1870 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 3667.77 ms
[2021-10-01 20:05:44 main:574] : INFO : Epoch 1871 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 3536.5 ms
[2021-10-01 20:05:48 main:574] : INFO : Epoch 1872 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 3545.8 ms
[2021-10-01 20:05:51 main:574] : INFO : Epoch 1873 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 3535.48 ms
[2021-10-01 20:05:55 main:574] : INFO : Epoch 1874 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 3533.78 ms
[2021-10-01 20:05:59 main:574] : INFO : Epoch 1875 | loss: 0.0312515 | val_loss: 0.031252 | Time: 3533.58 ms
[2021-10-01 20:06:02 main:574] : INFO : Epoch 1876 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 3545.83 ms
[2021-10-01 20:06:06 main:574] : INFO : Epoch 1877 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 3534.6 ms
[2021-10-01 20:06:09 main:574] : INFO : Epoch 1878 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 3551.54 ms
[2021-10-01 20:06:13 main:574] : INFO : Epoch 1879 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 3546.17 ms
[2021-10-01 20:06:16 main:574] : INFO : Epoch 1880 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3536.83 ms
[2021-10-01 20:06:20 main:574] : INFO : Epoch 1881 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3520.97 ms
[2021-10-01 20:06:23 main:574] : INFO : Epoch 1882 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 3564.81 ms
[2021-10-01 20:06:27 main:574] : INFO : Epoch 1883 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 4010.64 ms
[2021-10-01 20:06:31 main:574] : INFO : Epoch 1884 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 3721.3 ms
[2021-10-01 20:06:35 main:574] : INFO : Epoch 1885 | loss: 0.0312508 | val_loss: 0.031251 | Time: 3522.95 ms
[2021-10-01 20:06:38 main:574] : INFO : Epoch 1886 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 3573.23 ms
[2021-10-01 20:06:42 main:574] : INFO : Epoch 1887 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 3582.45 ms
[2021-10-01 20:06:45 main:574] : INFO : Epoch 1888 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 3551.33 ms
[2021-10-01 20:06:49 main:574] : INFO : Epoch 1889 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 3541.7 ms
[2021-10-01 20:06:52 main:574] : INFO : Epoch 1890 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 3549.48 ms
[2021-10-01 20:06:56 main:574] : INFO : Epoch 1891 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 3685.46 ms
[2021-10-01 20:07:00 main:574] : INFO : Epoch 1892 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 3587.17 ms
[2021-10-01 20:07:03 main:574] : INFO : Epoch 1893 | loss: 0.0312516 | val_loss: 0.031251 | Time: 3553.36 ms
[2021-10-01 20:07:07 main:574] : INFO : Epoch 1894 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 3525.82 ms
[2021-10-01 20:07:10 main:574] : INFO : Epoch 1895 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3534.77 ms
[2021-10-01 20:07:14 main:574] : INFO : Epoch 1896 | loss: 0.0312506 | val_loss: 0.031251 | Time: 3524.31 ms
[2021-10-01 20:07:17 main:574] : INFO : Epoch 1897 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3521.17 ms
[2021-10-01 20:07:21 main:574] : INFO : Epoch 1898 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3547.74 ms
[2021-10-01 20:07:25 main:574] : INFO : Epoch 1899 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 3536.7 ms
[2021-10-01 20:07:28 main:574] : INFO : Epoch 1900 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 3607.49 ms
[2021-10-01 20:07:32 main:574] : INFO : Epoch 1901 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 3588.6 ms
[2021-10-01 20:07:35 main:574] : INFO : Epoch 1902 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3599.9 ms
[2021-10-01 20:07:39 main:574] : INFO : Epoch 1903 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3539.96 ms
[2021-10-01 20:07:42 main:574] : INFO : Epoch 1904 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 3557.94 ms
[2021-10-01 20:07:46 main:574] : INFO : Epoch 1905 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3579.68 ms
[2021-10-01 20:07:50 main:574] : INFO : Epoch 1906 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3611.73 ms
[2021-10-01 20:07:53 main:574] : INFO : Epoch 1907 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3717.38 ms
[2021-10-01 20:07:58 main:574] : INFO : Epoch 1908 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 4745.14 ms
[2021-10-01 20:08:02 main:574] : INFO : Epoch 1909 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 4283.68 ms
[2021-10-01 20:08:06 main:574] : INFO : Epoch 1910 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3555.94 ms
[2021-10-01 20:08:10 main:574] : INFO : Epoch 1911 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3566.59 ms
[2021-10-01 20:08:13 main:574] : INFO : Epoch 1912 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3665.55 ms
[2021-10-01 20:08:17 main:574] : INFO : Epoch 1913 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3649.68 ms
[2021-10-01 20:08:20 main:574] : INFO : Epoch 1914 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3571.04 ms
[2021-10-01 20:08:24 main:574] : INFO : Epoch 1915 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3532.83 ms
[2021-10-01 20:08:28 main:574] : INFO : Epoch 1916 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3563.7 ms
[2021-10-01 20:08:31 main:574] : INFO : Epoch 1917 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3586.95 ms
[2021-10-01 20:08:35 main:574] : INFO : Epoch 1918 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3516.62 ms
[2021-10-01 20:08:38 main:574] : INFO : Epoch 1919 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3534.53 ms
[2021-10-01 20:08:42 main:574] : INFO : Epoch 1920 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3524.94 ms
[2021-10-01 20:08:45 main:574] : INFO : Epoch 1921 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3525.24 ms
[2021-10-01 20:08:49 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.031251 | Time: 3538.24 ms
[2021-10-01 20:08:52 main:574] : INFO : Epoch 1923 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3614.87 ms
[2021-10-01 20:08:56 main:574] : INFO : Epoch 1924 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3676.5 ms
[2021-10-01 20:09:00 main:574] : INFO : Epoch 1925 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3671.74 ms
[2021-10-01 20:09:03 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 3691.42 ms
[2021-10-01 20:09:07 main:574] : INFO : Epoch 1927 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3689.16 ms
[2021-10-01 20:09:11 main:574] : INFO : Epoch 1928 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 3627.63 ms
[2021-10-01 20:09:14 main:574] : INFO : Epoch 1929 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 3568.95 ms
[2021-10-01 20:09:18 main:574] : INFO : Epoch 1930 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 3552.15 ms
[2021-10-01 20:09:21 main:574] : INFO : Epoch 1931 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3551.99 ms
[2021-10-01 20:09:25 main:574] : INFO : Epoch 1932 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3537.65 ms
[2021-10-01 20:09:29 main:574] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3555.08 ms
[2021-10-01 20:09:32 main:574] : INFO : Epoch 1934 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 3559.98 ms
[2021-10-01 20:09:36 main:574] : INFO : Epoch 1935 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3530.51 ms
[2021-10-01 20:09:39 main:574] : INFO : Epoch 1936 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3550.27 ms
[2021-10-01 20:09:43 main:574] : INFO : Epoch 1937 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3549.98 ms
[2021-10-01 20:09:46 main:574] : INFO : Epoch 1938 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 3527.79 ms
[2021-10-01 20:09:50 main:574] : INFO : Epoch 1939 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 3504.32 ms
[2021-10-01 20:09:53 main:574] : INFO : Epoch 1940 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 3518.85 ms
[2021-10-01 20:09:57 main:574] : INFO : Epoch 1941 | loss: 0.031251 | val_loss: 0.0312511 | Time: 3532.49 ms
[2021-10-01 20:10:00 main:574] : INFO : Epoch 1942 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3539.83 ms
[2021-10-01 20:10:04 main:574] : INFO : Epoch 1943 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3519.38 ms
[2021-10-01 20:10:07 main:574] : INFO : Epoch 1944 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3533.19 ms
[2021-10-01 20:10:11 main:574] : INFO : Epoch 1945 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3537.05 ms
[2021-10-01 20:10:15 main:574] : INFO : Epoch 1946 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3727.7 ms
[2021-10-01 20:10:18 main:574] : INFO : Epoch 1947 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 3631.99 ms
[2021-10-01 20:10:22 main:574] : INFO : Epoch 1948 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3531.49 ms
[2021-10-01 20:10:25 main:574] : INFO : Epoch 1949 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3544.62 ms
[2021-10-01 20:10:29 main:574] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 3623.27 ms
[2021-10-01 20:10:33 main:574] : INFO : Epoch 1951 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3582.77 ms
[2021-10-01 20:10:36 main:574] : INFO : Epoch 1952 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3567.54 ms
[2021-10-01 20:10:40 main:574] : INFO : Epoch 1953 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3703.84 ms
[2021-10-01 20:10:44 main:574] : INFO : Epoch 1954 | loss: 0.031251 | val_loss: 0.0312508 | Time: 3682.93 ms
[2021-10-01 20:10:47 main:574] : INFO : Epoch 1955 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 3583.7 ms
[2021-10-01 20:10:51 main:574] : INFO : Epoch 1956 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3558.86 ms
[2021-10-01 20:10:55 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3768.82 ms
[2021-10-01 20:10:58 main:574] : INFO : Epoch 1958 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3558.86 ms
[2021-10-01 20:11:02 main:574] : INFO : Epoch 1959 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3520.42 ms
[2021-10-01 20:11:05 main:574] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3541.51 ms
[2021-10-01 20:11:09 main:574] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3534.83 ms
[2021-10-01 20:11:12 main:574] : INFO : Epoch 1962 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3557.96 ms
[2021-10-01 20:11:16 main:574] : INFO : Epoch 1963 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3541.93 ms
[2021-10-01 20:11:19 main:574] : INFO : Epoch 1964 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3591.12 ms
[2021-10-01 20:11:23 main:574] : INFO : Epoch 1965 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3589.96 ms
[2021-10-01 20:11:27 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3547.38 ms
[2021-10-01 20:11:30 main:574] : INFO : Epoch 1967 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 3605.56 ms
[2021-10-01 20:11:34 main:574] : INFO : Epoch 1968 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3605.2 ms
[2021-10-01 20:11:37 main:574] : INFO : Epoch 1969 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3532.45 ms
[2021-10-01 20:11:41 main:574] : INFO : Epoch 1970 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3553.85 ms
[2021-10-01 20:11:44 main:574] : INFO : Epoch 1971 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3572.68 ms
[2021-10-01 20:11:48 main:574] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3546.14 ms
[2021-10-01 20:11:52 main:574] : INFO : Epoch 1973 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 3625.82 ms
[2021-10-01 20:11:55 main:574] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3558.6 ms
[2021-10-01 20:11:59 main:574] : INFO : Epoch 1975 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3577.19 ms
[2021-10-01 20:12:02 main:574] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3653.18 ms
[2021-10-01 20:12:06 main:574] : INFO : Epoch 1977 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3572.01 ms
[2021-10-01 20:12:10 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3499.71 ms
[2021-10-01 20:12:13 main:574] : INFO : Epoch 1979 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3531.5 ms
[2021-10-01 20:12:17 main:574] : INFO : Epoch 1980 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3617.56 ms
[2021-10-01 20:12:20 main:574] : INFO : Epoch 1981 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3667.04 ms
[2021-10-01 20:12:24 main:574] : INFO : Epoch 1982 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 3648.34 ms
[2021-10-01 20:12:28 main:574] : INFO : Epoch 1983 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 3695.2 ms
[2021-10-01 20:12:31 main:574] : INFO : Epoch 1984 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3682.52 ms
[2021-10-01 20:12:35 main:574] : INFO : Epoch 1985 | loss: 0.03125 | val_loss: 0.03125 | Time: 3691.73 ms
[2021-10-01 20:12:39 main:574] : INFO : Epoch 1986 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3673.9 ms
[2021-10-01 20:12:42 main:574] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.0312496 | Time: 3668.17 ms
[2021-10-01 20:12:46 main:574] : INFO : Epoch 1988 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3606.76 ms
[2021-10-01 20:12:50 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3595.83 ms
[2021-10-01 20:12:53 main:574] : INFO : Epoch 1990 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3558.17 ms
[2021-10-01 20:12:57 main:574] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3581.42 ms
[2021-10-01 20:13:00 main:574] : INFO : Epoch 1992 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 3560.36 ms
[2021-10-01 20:13:04 main:574] : INFO : Epoch 1993 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3566.03 ms
[2021-10-01 20:13:08 main:574] : INFO : Epoch 1994 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3568.47 ms
[2021-10-01 20:13:11 main:574] : INFO : Epoch 1995 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3553.62 ms
[2021-10-01 20:13:15 main:574] : INFO : Epoch 1996 | loss: 0.03125 | val_loss: 0.0312494 | Time: 3567.6 ms
[2021-10-01 20:13:18 main:574] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 3589.9 ms
[2021-10-01 20:13:22 main:574] : INFO : Epoch 1998 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3528.32 ms
[2021-10-01 20:13:25 main:574] : INFO : Epoch 1999 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3593.64 ms
[2021-10-01 20:13:29 main:574] : INFO : Epoch 2000 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 3544.66 ms
[2021-10-01 20:13:33 main:574] : INFO : Epoch 2001 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 3612.4 ms
[2021-10-01 20:13:36 main:574] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 3573.84 ms
[2021-10-01 20:13:40 main:574] : INFO : Epoch 2003 | loss: 0.0312503 | val_loss: 0.0312531 | Time: 3513.88 ms
[2021-10-01 20:13:43 main:574] : INFO : Epoch 2004 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 3546.48 ms
[2021-10-01 20:13:47 main:574] : INFO : Epoch 2005 | loss: 0.031249 | val_loss: 0.0312497 | Time: 3563.72 ms
[2021-10-01 20:13:50 main:574] : INFO : Epoch 2006 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 3521.69 ms
[2021-10-01 20:13:54 main:574] : INFO : Epoch 2007 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3513.7 ms
[2021-10-01 20:13:57 main:574] : INFO : Epoch 2008 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 3561.07 ms
[2021-10-01 20:14:01 main:574] : INFO : Epoch 2009 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 3637.54 ms
[2021-10-01 20:14:05 main:574] : INFO : Epoch 2010 | loss: 0.031249 | val_loss: 0.0312488 | Time: 3759.51 ms
[2021-10-01 20:14:08 main:574] : INFO : Epoch 2011 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 3594.03 ms
[2021-10-01 20:14:12 main:574] : INFO : Epoch 2012 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 3520.05 ms
[2021-10-01 20:14:15 main:574] : INFO : Epoch 2013 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 3572.65 ms
[2021-10-01 20:14:19 main:574] : INFO : Epoch 2014 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 3533.38 ms
[2021-10-01 20:14:23 main:574] : INFO : Epoch 2015 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 3533.95 ms
[2021-10-01 20:14:26 main:574] : INFO : Epoch 2016 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3643.86 ms
[2021-10-01 20:14:30 main:574] : INFO : Epoch 2017 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 3620.42 ms
[2021-10-01 20:14:33 main:574] : INFO : Epoch 2018 | loss: 0.0312498 | val_loss: 0.031249 | Time: 3608.76 ms
[2021-10-01 20:14:37 main:574] : INFO : Epoch 2019 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 3564.61 ms
[2021-10-01 20:14:41 main:574] : INFO : Epoch 2020 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 4228.83 ms
[2021-10-01 20:14:46 main:574] : INFO : Epoch 2021 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 4385.88 ms
[2021-10-01 20:14:49 main:574] : INFO : Epoch 2022 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 3637.15 ms
[2021-10-01 20:14:53 main:574] : INFO : Epoch 2023 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 3697.61 ms
[2021-10-01 20:14:57 main:574] : INFO : Epoch 2024 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 4321.47 ms
[2021-10-01 20:15:01 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3807.48 ms
[2021-10-01 20:15:05 main:574] : INFO : Epoch 2026 | loss: 0.0312497 | val_loss: 0.031248 | Time: 3542.62 ms
[2021-10-01 20:15:08 main:574] : INFO : Epoch 2027 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 3551.19 ms
[2021-10-01 20:15:12 main:574] : INFO : Epoch 2028 | loss: 0.0312476 | val_loss: 0.031248 | Time: 3522.61 ms
[2021-10-01 20:15:15 main:574] : INFO : Epoch 2029 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 3665.6 ms
[2021-10-01 20:15:19 main:574] : INFO : Epoch 2030 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 3758.89 ms
[2021-10-01 20:15:23 main:574] : INFO : Epoch 2031 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 3541.9 ms
[2021-10-01 20:15:26 main:574] : INFO : Epoch 2032 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 3537.75 ms
[2021-10-01 20:15:30 main:574] : INFO : Epoch 2033 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3562.56 ms
[2021-10-01 20:15:33 main:574] : INFO : Epoch 2034 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 3543.67 ms
[2021-10-01 20:15:37 main:574] : INFO : Epoch 2035 | loss: 0.031248 | val_loss: 0.0312488 | Time: 3565.61 ms
[2021-10-01 20:15:41 main:574] : INFO : Epoch 2036 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 3760.32 ms
[2021-10-01 20:15:44 main:574] : INFO : Epoch 2037 | loss: 0.0312477 | val_loss: 0.0312499 | Time: 3744.14 ms
[2021-10-01 20:15:48 main:574] : INFO : Epoch 2038 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 3598.92 ms
[2021-10-01 20:15:52 main:574] : INFO : Epoch 2039 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 3531.15 ms
[2021-10-01 20:15:55 main:574] : INFO : Epoch 2040 | loss: 0.031247 | val_loss: 0.0312461 | Time: 3568.59 ms
[2021-10-01 20:15:59 main:574] : INFO : Epoch 2041 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 3578.46 ms
[2021-10-01 20:16:02 main:574] : INFO : Epoch 2042 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 3540.08 ms
[2021-10-01 20:16:06 main:574] : INFO : Epoch 2043 | loss: 0.031246 | val_loss: 0.031247 | Time: 3617.27 ms
[2021-10-01 20:16:09 main:574] : INFO : Epoch 2044 | loss: 0.0312482 | val_loss: 0.0312453 | Time: 3548.96 ms
[2021-10-01 20:16:13 main:574] : INFO : Epoch 2045 | loss: 0.0312495 | val_loss: 0.0312558 | Time: 3535.66 ms
[2021-10-01 20:16:17 main:574] : INFO : Epoch 2046 | loss: 0.0312496 | val_loss: 0.0312472 | Time: 3542.43 ms
[2021-10-01 20:16:20 main:574] : INFO : Epoch 2047 | loss: 0.0312475 | val_loss: 0.031245 | Time: 3554.05 ms
[2021-10-01 20:16:24 main:574] : INFO : Epoch 2048 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 3577.15 ms
[2021-10-01 20:16:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312468
[2021-10-01 20:16:24 main:603] : INFO : Saving end state to config to file
[2021-10-01 20:16:24 main:608] : INFO : Success, exiting..
20:16:24 (15448): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)