Task 13663442
| Name | ParityModified-1647043583-30899-0_1 |
| Workunit | 10092247 |
| Created | 23 Mar 2022, 13:38:36 UTC |
| Sent | 23 Mar 2022, 18:36:27 UTC |
| Report deadline | 31 Mar 2022, 18:36:27 UTC |
| Received | 24 Mar 2022, 9:59:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8864 |
| Run time | 1 hours 51 min 58 sec |
| CPU time | 1 hours 49 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,495.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311077 | val_loss: 0.0312016 | Time: 3274.55 ms [2022-03-24 10:32:10 main:574] : INFO : Epoch 1543 | loss: 0.0311146 | val_loss: 0.0311867 | Time: 3242.1 ms [2022-03-24 10:32:13 main:574] : INFO : Epoch 1544 | loss: 0.0311077 | val_loss: 0.0311999 | Time: 3219.98 ms [2022-03-24 10:32:16 main:574] : INFO : Epoch 1545 | loss: 0.0311061 | val_loss: 0.0312094 | Time: 3209.15 ms [2022-03-24 10:32:20 main:574] : INFO : Epoch 1546 | loss: 0.0311287 | val_loss: 0.0311833 | Time: 3208.42 ms [2022-03-24 10:32:23 main:574] : INFO : Epoch 1547 | loss: 0.0311233 | val_loss: 0.0311887 | Time: 3219.11 ms [2022-03-24 10:32:26 main:574] : INFO : Epoch 1548 | loss: 0.0311137 | val_loss: 0.0311887 | Time: 3215.34 ms [2022-03-24 10:32:29 main:574] : INFO : Epoch 1549 | loss: 0.0311038 | val_loss: 0.0312144 | Time: 3201.73 ms [2022-03-24 10:32:33 main:574] : INFO : Epoch 1550 | loss: 0.031107 | val_loss: 0.0311948 | Time: 3217.95 ms [2022-03-24 10:32:36 main:574] : INFO : Epoch 1551 | loss: 0.0311023 | val_loss: 0.031206 | Time: 3217.46 ms [2022-03-24 10:32:39 main:574] : INFO : Epoch 1552 | loss: 0.0311023 | val_loss: 0.0311957 | Time: 3226.48 ms [2022-03-24 10:32:42 main:574] : INFO : Epoch 1553 | loss: 0.0311082 | val_loss: 0.0312057 | Time: 3234.22 ms [2022-03-24 10:32:45 main:574] : INFO : Epoch 1554 | loss: 0.0311048 | val_loss: 0.0312101 | Time: 3214.64 ms [2022-03-24 10:32:49 main:574] : INFO : Epoch 1555 | loss: 0.0311047 | val_loss: 0.0311883 | Time: 3222.95 ms [2022-03-24 10:32:52 main:574] : INFO : Epoch 1556 | loss: 0.0311041 | val_loss: 0.0312151 | Time: 3268.11 ms [2022-03-24 10:32:55 main:574] : INFO : Epoch 1557 | loss: 0.0311033 | val_loss: 0.0312011 | Time: 3228.31 ms [2022-03-24 10:32:58 main:574] : INFO : Epoch 1558 | loss: 0.0311013 | val_loss: 0.0312114 | Time: 3226.23 ms [2022-03-24 10:33:02 main:574] : INFO : Epoch 1559 | loss: 0.0311051 | val_loss: 0.0312231 | Time: 3245.32 ms [2022-03-24 10:33:05 main:574] : INFO : Epoch 1560 | loss: 0.031133 | val_loss: 0.0311788 | Time: 3250.59 ms [2022-03-24 10:33:08 main:574] : INFO : Epoch 1561 | loss: 0.0311309 | val_loss: 0.0311855 | Time: 3237.97 ms [2022-03-24 10:33:11 main:574] : INFO : Epoch 1562 | loss: 0.0311246 | val_loss: 0.0311873 | Time: 3227.51 ms [2022-03-24 10:33:15 main:574] : INFO : Epoch 1563 | loss: 0.031128 | val_loss: 0.0311898 | Time: 3220.76 ms [2022-03-24 10:33:18 main:574] : INFO : Epoch 1564 | loss: 0.0311141 | val_loss: 0.0311939 | Time: 3241.82 ms [2022-03-24 10:33:21 main:574] : INFO : Epoch 1565 | loss: 0.0311089 | val_loss: 0.0311935 | Time: 3222.68 ms [2022-03-24 10:33:24 main:574] : INFO : Epoch 1566 | loss: 0.031103 | val_loss: 0.0312032 | Time: 3243.44 ms [2022-03-24 10:33:28 main:574] : INFO : Epoch 1567 | loss: 0.031103 | val_loss: 0.0311952 | Time: 3259.77 ms [2022-03-24 10:33:31 main:574] : INFO : Epoch 1568 | loss: 0.0311004 | val_loss: 0.0311981 | Time: 3238.53 ms [2022-03-24 10:33:34 main:574] : INFO : Epoch 1569 | loss: 0.0310997 | val_loss: 0.0312054 | Time: 3234.61 ms [2022-03-24 10:33:37 main:574] : INFO : Epoch 1570 | loss: 0.0311038 | val_loss: 0.0311961 | Time: 3242.29 ms [2022-03-24 10:33:41 main:574] : INFO : Epoch 1571 | loss: 0.0311041 | val_loss: 0.0312118 | Time: 3231.31 ms [2022-03-24 10:33:44 main:574] : INFO : Epoch 1572 | loss: 0.0311041 | val_loss: 0.031201 | Time: 3248.12 ms [2022-03-24 10:33:47 main:574] : INFO : Epoch 1573 | loss: 0.0311069 | val_loss: 0.0311948 | Time: 3241.52 ms [2022-03-24 10:33:50 main:574] : INFO : Epoch 1574 | loss: 0.0310999 | val_loss: 0.0311895 | Time: 3243.5 ms [2022-03-24 10:33:54 main:574] : INFO : Epoch 1575 | loss: 0.0310996 | val_loss: 0.0312043 | Time: 3259.56 ms [2022-03-24 10:33:57 main:574] : INFO : Epoch 1576 | loss: 0.0311036 | val_loss: 0.0311974 | Time: 3246.24 ms [2022-03-24 10:34:00 main:574] : INFO : Epoch 1577 | loss: 0.0311118 | val_loss: 0.0312017 | Time: 3245.15 ms [2022-03-24 10:34:03 main:574] : INFO : Epoch 1578 | loss: 0.0311032 | val_loss: 0.0312017 | Time: 3195.65 ms [2022-03-24 10:34:07 main:574] : INFO : Epoch 1579 | loss: 0.0310957 | val_loss: 0.0312086 | Time: 3223.97 ms [2022-03-24 10:34:10 main:574] : INFO : Epoch 1580 | loss: 0.031097 | val_loss: 0.0312059 | Time: 3220.65 ms [2022-03-24 10:34:13 main:574] : INFO : Epoch 1581 | loss: 0.0310955 | val_loss: 0.0312061 | Time: 3229.46 ms [2022-03-24 10:34:16 main:574] : INFO : Epoch 1582 | loss: 0.0310972 | val_loss: 0.0311962 | Time: 3233.01 ms [2022-03-24 10:34:20 main:574] : INFO : Epoch 1583 | loss: 0.0310955 | val_loss: 0.0311928 | Time: 3256.69 ms [2022-03-24 10:34:23 main:574] : INFO : Epoch 1584 | loss: 0.0311011 | val_loss: 0.0312099 | Time: 3301.46 ms [2022-03-24 10:34:26 main:574] : INFO : Epoch 1585 | loss: 0.0310996 | val_loss: 0.0311994 | Time: 3311.5 ms [2022-03-24 10:34:30 main:574] : INFO : Epoch 1586 | loss: 0.0311 | val_loss: 0.0311972 | Time: 3295.44 ms [2022-03-24 10:34:33 main:574] : INFO : Epoch 1587 | loss: 0.0311089 | val_loss: 0.0311922 | Time: 3279.32 ms [2022-03-24 10:34:36 main:574] : INFO : Epoch 1588 | loss: 0.0311116 | val_loss: 0.0312022 | Time: 3271.51 ms [2022-03-24 10:34:39 main:574] : INFO : Epoch 1589 | loss: 0.0311118 | val_loss: 0.0311951 | Time: 3241.93 ms [2022-03-24 10:34:43 main:574] : INFO : Epoch 1590 | loss: 0.0311052 | val_loss: 0.0311904 | Time: 3216.47 ms [2022-03-24 10:34:46 main:574] : INFO : Epoch 1591 | loss: 0.0311096 | val_loss: 0.0311943 | Time: 3226.76 ms [2022-03-24 10:34:49 main:574] : INFO : Epoch 1592 | loss: 0.0311056 | val_loss: 0.0312018 | Time: 3287.88 ms [2022-03-24 10:34:53 main:574] : INFO : Epoch 1593 | loss: 0.0311015 | val_loss: 0.0312035 | Time: 3306.79 ms [2022-03-24 10:34:56 main:574] : INFO : Epoch 1594 | loss: 0.0311053 | val_loss: 0.0312126 | Time: 3268.99 ms [2022-03-24 10:34:59 main:574] : INFO : Epoch 1595 | loss: 0.0311064 | val_loss: 0.031198 | Time: 3259.61 ms [2022-03-24 10:35:02 main:574] : INFO : Epoch 1596 | loss: 0.0311002 | val_loss: 0.0312151 | Time: 3293.86 ms [2022-03-24 10:35:06 main:574] : INFO : Epoch 1597 | loss: 0.031095 | val_loss: 0.0311988 | Time: 3270.66 ms [2022-03-24 10:35:09 main:574] : INFO : Epoch 1598 | loss: 0.0311104 | val_loss: 0.0311987 | Time: 3241.87 ms [2022-03-24 10:35:12 main:574] : INFO : Epoch 1599 | loss: 0.0311022 | val_loss: 0.0312146 | Time: 3240.41 ms [2022-03-24 10:35:15 main:574] : INFO : Epoch 1600 | loss: 0.0311052 | val_loss: 0.0311967 | Time: 3198.79 ms [2022-03-24 10:35:19 main:574] : INFO : Epoch 1601 | loss: 0.0311231 | val_loss: 0.0311969 | Time: 3217.88 ms [2022-03-24 10:35:22 main:574] : INFO : Epoch 1602 | loss: 0.0311101 | val_loss: 0.0311988 | Time: 3225.94 ms [2022-03-24 10:35:25 main:574] : INFO : Epoch 1603 | loss: 0.0311039 | val_loss: 0.0312025 | Time: 3204.94 ms [2022-03-24 10:35:28 main:574] : INFO : Epoch 1604 | loss: 0.0311024 | val_loss: 0.031199 | Time: 3252.95 ms [2022-03-24 10:35:32 main:574] : INFO : Epoch 1605 | loss: 0.0311047 | val_loss: 0.0312095 | Time: 3288.99 ms [2022-03-24 10:35:35 main:574] : INFO : Epoch 1606 | loss: 0.0311022 | val_loss: 0.0311975 | Time: 3236.91 ms [2022-03-24 10:35:38 main:574] : INFO : Epoch 1607 | loss: 0.0310985 | val_loss: 0.0311936 | Time: 3295.93 ms [2022-03-24 10:35:42 main:574] : INFO : Epoch 1608 | loss: 0.0310985 | val_loss: 0.0312017 | Time: 3375.32 ms [2022-03-24 10:35:45 main:574] : INFO : Epoch 1609 | loss: 0.0311052 | val_loss: 0.0312009 | Time: 3576.93 ms [2022-03-24 10:35:49 main:574] : INFO : Epoch 1610 | loss: 0.0311089 | val_loss: 0.0312087 | Time: 3539.87 ms [2022-03-24 10:35:52 main:574] : INFO : Epoch 1611 | loss: 0.0311025 | val_loss: 0.0311946 | Time: 3299.94 ms [2022-03-24 10:35:55 main:574] : INFO : Epoch 1612 | loss: 0.0311007 | val_loss: 0.0312135 | Time: 3316.98 ms [2022-03-24 10:35:59 main:574] : INFO : Epoch 1613 | loss: 0.0310986 | val_loss: 0.0312022 | Time: 3295.02 ms [2022-03-24 10:36:02 main:574] : INFO : Epoch 1614 | loss: 0.0311039 | val_loss: 0.0311967 | Time: 3294.06 ms [2022-03-24 10:36:05 main:574] : INFO : Epoch 1615 | loss: 0.0310995 | val_loss: 0.0312058 | Time: 3263.05 ms [2022-03-24 10:36:09 main:574] : INFO : Epoch 1616 | loss: 0.0310931 | val_loss: 0.0311973 | Time: 3288.63 ms [2022-03-24 10:36:12 main:574] : INFO : Epoch 1617 | loss: 0.0310963 | val_loss: 0.0312063 | Time: 3279.33 ms [2022-03-24 10:36:15 main:574] : INFO : Epoch 1618 | loss: 0.0310959 | val_loss: 0.031225 | Time: 3261.04 ms [2022-03-24 10:36:18 main:574] : INFO : Epoch 1619 | loss: 0.0310989 | val_loss: 0.0312157 | Time: 3282.58 ms [2022-03-24 10:36:22 main:574] : INFO : Epoch 1620 | loss: 0.03297 | val_loss: 0.0404514 | Time: 3260.36 ms [2022-03-24 10:36:25 main:574] : INFO : Epoch 1621 | loss: 0.0381752 | val_loss: 0.0402482 | Time: 3251.29 ms [2022-03-24 10:36:28 main:574] : INFO : Epoch 1622 | loss: 0.0348719 | val_loss: 0.0315951 | Time: 3207.8 ms [2022-03-24 10:36:31 main:574] : INFO : Epoch 1623 | loss: 0.0315064 | val_loss: 0.0313526 | Time: 3218.67 ms [2022-03-24 10:36:35 main:574] : INFO : Epoch 1624 | loss: 0.0312952 | val_loss: 0.0312655 | Time: 3229.4 ms [2022-03-24 10:36:38 main:574] : INFO : Epoch 1625 | loss: 0.0312538 | val_loss: 0.0312532 | Time: 3201.49 ms [2022-03-24 10:36:41 main:574] : INFO : Epoch 1626 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 3283.9 ms [2022-03-24 10:36:44 main:574] : INFO : Epoch 1627 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 3292.77 ms [2022-03-24 10:36:48 main:574] : INFO : Epoch 1628 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 3273.49 ms [2022-03-24 10:36:51 main:574] : INFO : Epoch 1629 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 3270.68 ms [2022-03-24 10:36:54 main:574] : INFO : Epoch 1630 | loss: 0.0312426 | val_loss: 0.0312418 | Time: 3234.28 ms [2022-03-24 10:36:57 main:574] : INFO : Epoch 1631 | loss: 0.0312414 | val_loss: 0.0312398 | Time: 3242.48 ms [2022-03-24 10:37:01 main:574] : INFO : Epoch 1632 | loss: 0.0312393 | val_loss: 0.0312377 | Time: 3226.68 ms [2022-03-24 10:37:04 main:574] : INFO : Epoch 1633 | loss: 0.0312371 | val_loss: 0.0312354 | Time: 3216.34 ms [2022-03-24 10:37:07 main:574] : INFO : Epoch 1634 | loss: 0.0312351 | val_loss: 0.0312328 | Time: 3218.05 ms [2022-03-24 10:37:10 main:574] : INFO : Epoch 1635 | loss: 0.0312326 | val_loss: 0.0312295 | Time: 3228.38 ms [2022-03-24 10:37:14 main:574] : INFO : Epoch 1636 | loss: 0.0312292 | val_loss: 0.0312265 | Time: 3226.94 ms [2022-03-24 10:37:17 main:574] : INFO : Epoch 1637 | loss: 0.0312266 | val_loss: 0.0312235 | Time: 3231.02 ms [2022-03-24 10:37:20 main:574] : INFO : Epoch 1638 | loss: 0.0312241 | val_loss: 0.0312212 | Time: 3246.4 ms [2022-03-24 10:37:23 main:574] : INFO : Epoch 1639 | loss: 0.031222 | val_loss: 0.0312191 | Time: 3272.18 ms [2022-03-24 10:37:27 main:574] : INFO : Epoch 1640 | loss: 0.0312203 | val_loss: 0.0312176 | Time: 3283.99 ms [2022-03-24 10:37:30 main:574] : INFO : Epoch 1641 | loss: 0.0312187 | val_loss: 0.0312164 | Time: 3276.53 ms [2022-03-24 10:37:33 main:574] : INFO : Epoch 1642 | loss: 0.0312171 | val_loss: 0.031217 | Time: 3277.14 ms [2022-03-24 10:37:36 main:574] : INFO : Epoch 1643 | loss: 0.0312172 | val_loss: 0.0312134 | Time: 3266.23 ms [2022-03-24 10:37:40 main:574] : INFO : Epoch 1644 | loss: 0.0312155 | val_loss: 0.0312161 | Time: 3284 ms [2022-03-24 10:37:43 main:574] : INFO : Epoch 1645 | loss: 0.0312134 | val_loss: 0.0312099 | Time: 3206.47 ms [2022-03-24 10:37:46 main:574] : INFO : Epoch 1646 | loss: 0.0312111 | val_loss: 0.0312082 | Time: 3211.44 ms [2022-03-24 10:37:49 main:574] : INFO : Epoch 1647 | loss: 0.031209 | val_loss: 0.0312072 | Time: 3245.25 ms [2022-03-24 10:37:53 main:574] : INFO : Epoch 1648 | loss: 0.0312079 | val_loss: 0.0312047 | Time: 3248.82 ms [2022-03-24 10:37:56 main:574] : INFO : Epoch 1649 | loss: 0.0312057 | val_loss: 0.0312073 | Time: 3284.28 ms [2022-03-24 10:37:59 main:574] : INFO : Epoch 1650 | loss: 0.0312045 | val_loss: 0.0312018 | Time: 3218.42 ms [2022-03-24 10:38:02 main:574] : INFO : Epoch 1651 | loss: 0.0312025 | val_loss: 0.0312006 | Time: 3221.73 ms [2022-03-24 10:38:06 main:574] : INFO : Epoch 1652 | loss: 0.0312006 | val_loss: 0.0311987 | Time: 3216.72 ms [2022-03-24 10:38:09 main:574] : INFO : Epoch 1653 | loss: 0.031199 | val_loss: 0.0311976 | Time: 3272.7 ms [2022-03-24 10:38:12 main:574] : INFO : Epoch 1654 | loss: 0.0311986 | val_loss: 0.0311954 | Time: 3273.26 ms [2022-03-24 10:38:16 main:574] : INFO : Epoch 1655 | loss: 0.0311948 | val_loss: 0.0311954 | Time: 3236.15 ms [2022-03-24 10:38:19 main:574] : INFO : Epoch 1656 | loss: 0.0311942 | val_loss: 0.0311929 | Time: 3226 ms [2022-03-24 10:38:22 main:574] : INFO : Epoch 1657 | loss: 0.0311917 | val_loss: 0.0311892 | Time: 3243.62 ms [2022-03-24 10:38:25 main:574] : INFO : Epoch 1658 | loss: 0.0311924 | val_loss: 0.0311905 | Time: 3230.15 ms [2022-03-24 10:38:28 main:574] : INFO : Epoch 1659 | loss: 0.0311906 | val_loss: 0.0311866 | Time: 3222.64 ms [2022-03-24 10:38:32 main:574] : INFO : Epoch 1660 | loss: 0.0311887 | val_loss: 0.0311876 | Time: 3251.78 ms [2022-03-24 10:38:35 main:574] : INFO : Epoch 1661 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 3219.68 ms [2022-03-24 10:38:38 main:574] : INFO : Epoch 1662 | loss: 0.0311867 | val_loss: 0.0311847 | Time: 3217.69 ms [2022-03-24 10:38:41 main:574] : INFO : Epoch 1663 | loss: 0.031186 | val_loss: 0.031184 | Time: 3225.58 ms [2022-03-24 10:38:45 main:574] : INFO : Epoch 1664 | loss: 0.0311875 | val_loss: 0.0311946 | Time: 3250.98 ms [2022-03-24 10:38:48 main:574] : INFO : Epoch 1665 | loss: 0.0311866 | val_loss: 0.0311881 | Time: 3237.59 ms [2022-03-24 10:38:51 main:574] : INFO : Epoch 1666 | loss: 0.0311848 | val_loss: 0.0311813 | Time: 3221.23 ms [2022-03-24 10:38:54 main:574] : INFO : Epoch 1667 | loss: 0.0311848 | val_loss: 0.031185 | Time: 3235.18 ms [2022-03-24 10:38:58 main:574] : INFO : Epoch 1668 | loss: 0.0311822 | val_loss: 0.0311832 | Time: 3290.73 ms [2022-03-24 10:39:01 main:574] : INFO : Epoch 1669 | loss: 0.0311822 | val_loss: 0.0311797 | Time: 3283.64 ms [2022-03-24 10:39:04 main:574] : INFO : Epoch 1670 | loss: 0.0311843 | val_loss: 0.0311808 | Time: 3247.41 ms [2022-03-24 10:39:08 main:574] : INFO : Epoch 1671 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 3232.55 ms [2022-03-24 10:39:11 main:574] : INFO : Epoch 1672 | loss: 0.0311788 | val_loss: 0.031178 | Time: 3236.98 ms [2022-03-24 10:39:14 main:574] : INFO : Epoch 1673 | loss: 0.0311782 | val_loss: 0.0311777 | Time: 3258.94 ms [2022-03-24 10:39:17 main:574] : INFO : Epoch 1674 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 3270.88 ms [2022-03-24 10:39:21 main:574] : INFO : Epoch 1675 | loss: 0.0311796 | val_loss: 0.03118 | Time: 3262.18 ms [2022-03-24 10:39:24 main:574] : INFO : Epoch 1676 | loss: 0.0311808 | val_loss: 0.0311774 | Time: 3268.24 ms [2022-03-24 10:39:27 main:574] : INFO : Epoch 1677 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 3265.37 ms [2022-03-24 10:39:30 main:574] : INFO : Epoch 1678 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 3209.23 ms [2022-03-24 10:39:34 main:574] : INFO : Epoch 1679 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 3186.67 ms [2022-03-24 10:39:37 main:574] : INFO : Epoch 1680 | loss: 0.0311769 | val_loss: 0.0311762 | Time: 3192.11 ms [2022-03-24 10:39:40 main:574] : INFO : Epoch 1681 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 3217.53 ms [2022-03-24 10:39:43 main:574] : INFO : Epoch 1682 | loss: 0.0311716 | val_loss: 0.031175 | Time: 3297.6 ms [2022-03-24 10:39:47 main:574] : INFO : Epoch 1683 | loss: 0.0311724 | val_loss: 0.0311912 | Time: 3277.13 ms [2022-03-24 10:39:50 main:574] : INFO : Epoch 1684 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 3273.52 ms [2022-03-24 10:39:53 main:574] : INFO : Epoch 1685 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 3272.32 ms [2022-03-24 10:39:56 main:574] : INFO : Epoch 1686 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 3269.32 ms [2022-03-24 10:40:00 main:574] : INFO : Epoch 1687 | loss: 0.0311721 | val_loss: 0.0311744 | Time: 3262.68 ms [2022-03-24 10:40:03 main:574] : INFO : Epoch 1688 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 3219.45 ms [2022-03-24 10:40:06 main:574] : INFO : Epoch 1689 | loss: 0.0311702 | val_loss: 0.0311824 | Time: 3206.59 ms [2022-03-24 10:40:09 main:574] : INFO : Epoch 1690 | loss: 0.0311711 | val_loss: 0.0311748 | Time: 3209.97 ms [2022-03-24 10:40:13 main:574] : INFO : Epoch 1691 | loss: 0.0311722 | val_loss: 0.0311779 | Time: 3217.29 ms [2022-03-24 10:40:16 main:574] : INFO : Epoch 1692 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 3207.62 ms [2022-03-24 10:40:19 main:574] : INFO : Epoch 1693 | loss: 0.0311679 | val_loss: 0.0311809 | Time: 3209.83 ms [2022-03-24 10:40:22 main:574] : INFO : Epoch 1694 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 3209.34 ms [2022-03-24 10:40:25 main:574] : INFO : Epoch 1695 | loss: 0.0311744 | val_loss: 0.0311744 | Time: 3217.21 ms [2022-03-24 10:40:29 main:574] : INFO : Epoch 1696 | loss: 0.0311688 | val_loss: 0.0311726 | Time: 3285.83 ms [2022-03-24 10:40:32 main:574] : INFO : Epoch 1697 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 3276.49 ms [2022-03-24 10:40:35 main:574] : INFO : Epoch 1698 | loss: 0.0311669 | val_loss: 0.0311753 | Time: 3279.77 ms [2022-03-24 10:40:39 main:574] : INFO : Epoch 1699 | loss: 0.0311663 | val_loss: 0.0311721 | Time: 3258.36 ms [2022-03-24 10:40:42 main:574] : INFO : Epoch 1700 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 3277.5 ms [2022-03-24 10:40:45 main:574] : INFO : Epoch 1701 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 3259.84 ms [2022-03-24 10:40:48 main:574] : INFO : Epoch 1702 | loss: 0.031165 | val_loss: 0.031172 | Time: 3269.29 ms [2022-03-24 10:40:52 main:574] : INFO : Epoch 1703 | loss: 0.0311656 | val_loss: 0.0311719 | Time: 3225.98 ms [2022-03-24 10:40:55 main:574] : INFO : Epoch 1704 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 3234.79 ms [2022-03-24 10:40:58 main:574] : INFO : Epoch 1705 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 3233.03 ms [2022-03-24 10:41:01 main:574] : INFO : Epoch 1706 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 3249.1 ms [2022-03-24 10:41:05 main:574] : INFO : Epoch 1707 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 3224.84 ms [2022-03-24 10:41:08 main:574] : INFO : Epoch 1708 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 3229.95 ms [2022-03-24 10:41:11 main:574] : INFO : Epoch 1709 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 3251.14 ms [2022-03-24 10:41:14 main:574] : INFO : Epoch 1710 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 3258.44 ms [2022-03-24 10:41:18 main:574] : INFO : Epoch 1711 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 3281.02 ms [2022-03-24 10:41:21 main:574] : INFO : Epoch 1712 | loss: 0.0311636 | val_loss: 0.031172 | Time: 3270.57 ms [2022-03-24 10:41:24 main:574] : INFO : Epoch 1713 | loss: 0.0311628 | val_loss: 0.0311805 | Time: 3276.92 ms [2022-03-24 10:41:28 main:574] : INFO : Epoch 1714 | loss: 0.0311649 | val_loss: 0.0311725 | Time: 3266.75 ms [2022-03-24 10:41:31 main:574] : INFO : Epoch 1715 | loss: 0.0311636 | val_loss: 0.0311814 | Time: 3220.15 ms [2022-03-24 10:41:34 main:574] : INFO : Epoch 1716 | loss: 0.0311653 | val_loss: 0.031179 | Time: 3204.87 ms [2022-03-24 10:41:37 main:574] : INFO : Epoch 1717 | loss: 0.0311639 | val_loss: 0.0311777 | Time: 3247.89 ms [2022-03-24 10:41:41 main:574] : INFO : Epoch 1718 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 3228.95 ms [2022-03-24 10:41:44 main:574] : INFO : Epoch 1719 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 3239.18 ms [2022-03-24 10:41:47 main:574] : INFO : Epoch 1720 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 3274.7 ms [2022-03-24 10:41:50 main:574] : INFO : Epoch 1721 | loss: 0.0311618 | val_loss: 0.031172 | Time: 3228.01 ms [2022-03-24 10:41:54 main:574] : INFO : Epoch 1722 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 3233.05 ms [2022-03-24 10:41:57 main:574] : INFO : Epoch 1723 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 3215.29 ms [2022-03-24 10:42:00 main:574] : INFO : Epoch 1724 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 3219.82 ms [2022-03-24 10:42:03 main:574] : INFO : Epoch 1725 | loss: 0.0311634 | val_loss: 0.0311711 | Time: 3261.82 ms [2022-03-24 10:42:07 main:574] : INFO : Epoch 1726 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 3275.3 ms [2022-03-24 10:42:10 main:574] : INFO : Epoch 1727 | loss: 0.0311604 | val_loss: 0.031171 | Time: 3247.17 ms [2022-03-24 10:42:13 main:574] : INFO : Epoch 1728 | loss: 0.0311605 | val_loss: 0.0311734 | Time: 3216.41 ms [2022-03-24 10:42:16 main:574] : INFO : Epoch 1729 | loss: 0.0311604 | val_loss: 0.031173 | Time: 3273.66 ms [2022-03-24 10:42:20 main:574] : INFO : Epoch 1730 | loss: 0.0311599 | val_loss: 0.0311735 | Time: 3295.45 ms [2022-03-24 10:42:23 main:574] : INFO : Epoch 1731 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 3278.37 ms [2022-03-24 10:42:26 main:574] : INFO : Epoch 1732 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 3263.64 ms [2022-03-24 10:42:29 main:574] : INFO : Epoch 1733 | loss: 0.0311609 | val_loss: 0.0311711 | Time: 3272.37 ms [2022-03-24 10:42:33 main:574] : INFO : Epoch 1734 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 3266.57 ms [2022-03-24 10:42:36 main:574] : INFO : Epoch 1735 | loss: 0.0311594 | val_loss: 0.0311717 | Time: 3256.39 ms [2022-03-24 10:42:39 main:574] : INFO : Epoch 1736 | loss: 0.0311602 | val_loss: 0.031182 | Time: 3271.91 ms [2022-03-24 10:42:43 main:574] : INFO : Epoch 1737 | loss: 0.0311608 | val_loss: 0.031171 | Time: 3254.89 ms [2022-03-24 10:42:46 main:574] : INFO : Epoch 1738 | loss: 0.0311623 | val_loss: 0.0311751 | Time: 3264.92 ms [2022-03-24 10:42:49 main:574] : INFO : Epoch 1739 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 3229.11 ms [2022-03-24 10:42:52 main:574] : INFO : Epoch 1740 | loss: 0.03116 | val_loss: 0.0311757 | Time: 3179.37 ms [2022-03-24 10:42:55 main:574] : INFO : Epoch 1741 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 3220.56 ms [2022-03-24 10:42:59 main:574] : INFO : Epoch 1742 | loss: 0.0311577 | val_loss: 0.031177 | Time: 3203.24 ms [2022-03-24 10:43:02 main:574] : INFO : Epoch 1743 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 3242.83 ms [2022-03-24 10:43:05 main:574] : INFO : Epoch 1744 | loss: 0.0311581 | val_loss: 0.031173 | Time: 3274.77 ms [2022-03-24 10:43:09 main:574] : INFO : Epoch 1745 | loss: 0.0311613 | val_loss: 0.0311784 | Time: 3274.93 ms [2022-03-24 10:43:12 main:574] : INFO : Epoch 1746 | loss: 0.0311609 | val_loss: 0.0311727 | Time: 3215.8 ms [2022-03-24 10:43:15 main:574] : INFO : Epoch 1747 | loss: 0.031167 | val_loss: 0.0311906 | Time: 3203.78 ms [2022-03-24 10:43:18 main:574] : INFO : Epoch 1748 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 3224.87 ms [2022-03-24 10:43:21 main:574] : INFO : Epoch 1749 | loss: 0.0311589 | val_loss: 0.0311732 | Time: 3199.04 ms [2022-03-24 10:43:25 main:574] : INFO : Epoch 1750 | loss: 0.0311556 | val_loss: 0.0311706 | Time: 3213.66 ms [2022-03-24 10:43:28 main:574] : INFO : Epoch 1751 | loss: 0.0311566 | val_loss: 0.0311753 | Time: 3208.26 ms [2022-03-24 10:43:31 main:574] : INFO : Epoch 1752 | loss: 0.0311577 | val_loss: 0.0311715 | Time: 3217.15 ms [2022-03-24 10:43:34 main:574] : INFO : Epoch 1753 | loss: 0.0311571 | val_loss: 0.0311761 | Time: 3224.6 ms [2022-03-24 10:43:38 main:574] : INFO : Epoch 1754 | loss: 0.0311556 | val_loss: 0.0311713 | Time: 3214.34 ms [2022-03-24 10:43:41 main:574] : INFO : Epoch 1755 | loss: 0.0311549 | val_loss: 0.0311711 | Time: 3219.67 ms [2022-03-24 10:43:44 main:574] : INFO : Epoch 1756 | loss: 0.0311559 | val_loss: 0.0311711 | Time: 3232.04 ms [2022-03-24 10:43:47 main:574] : INFO : Epoch 1757 | loss: 0.0311547 | val_loss: 0.0311738 | Time: 3249.67 ms [2022-03-24 10:43:51 main:574] : INFO : Epoch 1758 | loss: 0.0311548 | val_loss: 0.0311705 | Time: 3248.75 ms [2022-03-24 10:43:54 main:574] : INFO : Epoch 1759 | loss: 0.0311553 | val_loss: 0.0311707 | Time: 3228.41 ms [2022-03-24 10:43:57 main:574] : INFO : Epoch 1760 | loss: 0.0311572 | val_loss: 0.0311757 | Time: 3237.71 ms [2022-03-24 10:44:00 main:574] : INFO : Epoch 1761 | loss: 0.0311559 | val_loss: 0.0311705 | Time: 3244.86 ms [2022-03-24 10:44:03 main:574] : INFO : Epoch 1762 | loss: 0.0311533 | val_loss: 0.0311731 | Time: 3216.43 ms [2022-03-24 10:44:07 main:574] : INFO : Epoch 1763 | loss: 0.0311531 | val_loss: 0.0311743 | Time: 3230.31 ms [2022-03-24 10:44:10 main:574] : INFO : Epoch 1764 | loss: 0.0311531 | val_loss: 0.0311719 | Time: 3210.61 ms [2022-03-24 10:44:13 main:574] : INFO : Epoch 1765 | loss: 0.031155 | val_loss: 0.0311723 | Time: 3229.91 ms [2022-03-24 10:44:16 main:574] : INFO : Epoch 1766 | loss: 0.0311569 | val_loss: 0.0311823 | Time: 3215.5 ms [2022-03-24 10:44:20 main:574] : INFO : Epoch 1767 | loss: 0.0311612 | val_loss: 0.0311744 | Time: 3229.16 ms [2022-03-24 10:44:23 main:574] : INFO : Epoch 1768 | loss: 0.0311546 | val_loss: 0.0311725 | Time: 3215.82 ms [2022-03-24 10:44:26 main:574] : INFO : Epoch 1769 | loss: 0.0311519 | val_loss: 0.0311731 | Time: 3221.29 ms [2022-03-24 10:44:29 main:574] : INFO : Epoch 1770 | loss: 0.0311538 | val_loss: 0.0311875 | Time: 3217.14 ms [2022-03-24 10:44:33 main:574] : INFO : Epoch 1771 | loss: 0.0311561 | val_loss: 0.0311747 | Time: 3268.58 ms [2022-03-24 10:44:36 main:574] : INFO : Epoch 1772 | loss: 0.0311529 | val_loss: 0.0311727 | Time: 3286.07 ms [2022-03-24 10:44:39 main:574] : INFO : Epoch 1773 | loss: 0.0311527 | val_loss: 0.0311716 | Time: 3268.04 ms [2022-03-24 10:44:42 main:574] : INFO : Epoch 1774 | loss: 0.0311517 | val_loss: 0.0311756 | Time: 3205.38 ms [2022-03-24 10:44:46 main:574] : INFO : Epoch 1775 | loss: 0.0311513 | val_loss: 0.0311757 | Time: 3226.62 ms [2022-03-24 10:44:49 main:574] : INFO : Epoch 1776 | loss: 0.0311536 | val_loss: 0.0311834 | Time: 3229.07 ms [2022-03-24 10:44:52 main:574] : INFO : Epoch 1777 | loss: 0.0311569 | val_loss: 0.0311732 | Time: 3227.92 ms [2022-03-24 10:44:55 main:574] : INFO : Epoch 1778 | loss: 0.0311528 | val_loss: 0.0311749 | Time: 3238.78 ms [2022-03-24 10:44:59 main:574] : INFO : Epoch 1779 | loss: 0.0311499 | val_loss: 0.0311748 | Time: 3281.84 ms [2022-03-24 10:45:02 main:574] : INFO : Epoch 1780 | loss: 0.0311538 | val_loss: 0.0311733 | Time: 3272.48 ms [2022-03-24 10:45:05 main:574] : INFO : Epoch 1781 | loss: 0.0311532 | val_loss: 0.031178 | Time: 3230.23 ms [2022-03-24 10:45:08 main:574] : INFO : Epoch 1782 | loss: 0.0311548 | val_loss: 0.0311894 | Time: 3217.96 ms [2022-03-24 10:45:12 main:574] : INFO : Epoch 1783 | loss: 0.0311629 | val_loss: 0.0311746 | Time: 3205.53 ms [2022-03-24 10:45:15 main:574] : INFO : Epoch 1784 | loss: 0.0311559 | val_loss: 0.0311771 | Time: 3256.3 ms [2022-03-24 10:45:18 main:574] : INFO : Epoch 1785 | loss: 0.0311527 | val_loss: 0.0311759 | Time: 3292.51 ms [2022-03-24 10:45:21 main:574] : INFO : Epoch 1786 | loss: 0.0311493 | val_loss: 0.0311759 | Time: 3278.33 ms [2022-03-24 10:45:25 main:574] : INFO : Epoch 1787 | loss: 0.0311508 | val_loss: 0.0311752 | Time: 3277.18 ms [2022-03-24 10:45:28 main:574] : INFO : Epoch 1788 | loss: 0.0311544 | val_loss: 0.0311761 | Time: 3283.01 ms [2022-03-24 10:45:31 main:574] : INFO : Epoch 1789 | loss: 0.0311549 | val_loss: 0.0311794 | Time: 3230.49 ms [2022-03-24 10:45:35 main:574] : INFO : Epoch 1790 | loss: 0.03115 | val_loss: 0.0311733 | Time: 3232.68 ms [2022-03-24 10:45:38 main:574] : INFO : Epoch 1791 | loss: 0.0311491 | val_loss: 0.0311789 | Time: 3241.09 ms [2022-03-24 10:45:41 main:574] : INFO : Epoch 1792 | loss: 0.0311488 | val_loss: 0.0311773 | Time: 3203.7 ms [2022-03-24 10:45:45 main:574] : INFO : Epoch 1793 | loss: 0.0311482 | val_loss: 0.0311755 | Time: 3573.9 ms [2022-03-24 10:45:48 main:574] : INFO : Epoch 1794 | loss: 0.0311483 | val_loss: 0.0311743 | Time: 3637.24 ms [2022-03-24 10:45:52 main:574] : INFO : Epoch 1795 | loss: 0.0311503 | val_loss: 0.031179 | Time: 3321.65 ms [2022-03-24 10:45:55 main:574] : INFO : Epoch 1796 | loss: 0.0311506 | val_loss: 0.0311742 | Time: 3255.19 ms [2022-03-24 10:45:58 main:574] : INFO : Epoch 1797 | loss: 0.0311477 | val_loss: 0.0311783 | Time: 3249.93 ms [2022-03-24 10:46:01 main:574] : INFO : Epoch 1798 | loss: 0.0311491 | val_loss: 0.031175 | Time: 3259.73 ms [2022-03-24 10:46:05 main:574] : INFO : Epoch 1799 | loss: 0.0311479 | val_loss: 0.0311778 | Time: 3281.24 ms [2022-03-24 10:46:08 main:574] : INFO : Epoch 1800 | loss: 0.0311487 | val_loss: 0.0311845 | Time: 3299.85 ms [2022-03-24 10:46:11 main:574] : INFO : Epoch 1801 | loss: 0.0311493 | val_loss: 0.0311752 | Time: 3277.73 ms [2022-03-24 10:46:15 main:574] : INFO : Epoch 1802 | loss: 0.0311492 | val_loss: 0.0311785 | Time: 3273.42 ms [2022-03-24 10:46:18 main:574] : INFO : Epoch 1803 | loss: 0.0311484 | val_loss: 0.0311788 | Time: 3279.86 ms [2022-03-24 10:46:21 main:574] : INFO : Epoch 1804 | loss: 0.031148 | val_loss: 0.0311783 | Time: 3270.71 ms [2022-03-24 10:46:24 main:574] : INFO : Epoch 1805 | loss: 0.0311459 | val_loss: 0.031175 | Time: 3191.89 ms [2022-03-24 10:46:28 main:574] : INFO : Epoch 1806 | loss: 0.0311517 | val_loss: 0.0311821 | Time: 3225.6 ms [2022-03-24 10:46:31 main:574] : INFO : Epoch 1807 | loss: 0.0311613 | val_loss: 0.0311755 | Time: 3227.79 ms [2022-03-24 10:46:34 main:574] : INFO : Epoch 1808 | loss: 0.0311496 | val_loss: 0.0311754 | Time: 3235.24 ms [2022-03-24 10:46:37 main:574] : INFO : Epoch 1809 | loss: 0.0311483 | val_loss: 0.0311762 | Time: 3233.96 ms [2022-03-24 10:46:41 main:574] : INFO : Epoch 1810 | loss: 0.0311488 | val_loss: 0.0311763 | Time: 3255.3 ms [2022-03-24 10:46:44 main:574] : INFO : Epoch 1811 | loss: 0.0311494 | val_loss: 0.0311792 | Time: 3205.13 ms [2022-03-24 10:46:47 main:574] : INFO : Epoch 1812 | loss: 0.0311467 | val_loss: 0.0311756 | Time: 3222.82 ms [2022-03-24 10:46:50 main:574] : INFO : Epoch 1813 | loss: 0.0311481 | val_loss: 0.0311751 | Time: 3253.89 ms [2022-03-24 10:46:54 main:574] : INFO : Epoch 1814 | loss: 0.0311504 | val_loss: 0.0311812 | Time: 3286.04 ms [2022-03-24 10:46:57 main:574] : INFO : Epoch 1815 | loss: 0.0311516 | val_loss: 0.031192 | Time: 3240.87 ms [2022-03-24 10:47:00 main:574] : INFO : Epoch 1816 | loss: 0.0311533 | val_loss: 0.0311761 | Time: 3244.72 ms [2022-03-24 10:47:03 main:574] : INFO : Epoch 1817 | loss: 0.0311482 | val_loss: 0.0311757 | Time: 3329.97 ms [2022-03-24 10:47:07 main:574] : INFO : Epoch 1818 | loss: 0.0311471 | val_loss: 0.0311785 | Time: 3207.94 ms [2022-03-24 10:47:10 main:574] : INFO : Epoch 1819 | loss: 0.0311469 | val_loss: 0.0311746 | Time: 3238.64 ms [2022-03-24 10:47:13 main:574] : INFO : Epoch 1820 | loss: 0.0311511 | val_loss: 0.0311746 | Time: 3222.11 ms [2022-03-24 10:47:16 main:574] : INFO : Epoch 1821 | loss: 0.0311536 | val_loss: 0.0311798 | Time: 3227.71 ms [2022-03-24 10:47:20 main:574] : INFO : Epoch 1822 | loss: 0.0311509 | val_loss: 0.0311745 | Time: 3232.32 ms [2022-03-24 10:47:23 main:574] : INFO : Epoch 1823 | loss: 0.0311488 | val_loss: 0.0311826 | Time: 3274.81 ms [2022-03-24 10:47:26 main:574] : INFO : Epoch 1824 | loss: 0.0311495 | val_loss: 0.0311842 | Time: 3295.68 ms [2022-03-24 10:47:29 main:574] : INFO : Epoch 1825 | loss: 0.0311468 | val_loss: 0.0311765 | Time: 3297.75 ms [2022-03-24 10:47:33 main:574] : INFO : Epoch 1826 | loss: 0.031147 | val_loss: 0.031177 | Time: 3273.2 ms [2022-03-24 10:47:36 main:574] : INFO : Epoch 1827 | loss: 0.0311455 | val_loss: 0.0311735 | Time: 3267.9 ms [2022-03-24 10:47:39 main:574] : INFO : Epoch 1828 | loss: 0.0311455 | val_loss: 0.0311757 | Time: 3215.16 ms [2022-03-24 10:47:42 main:574] : INFO : Epoch 1829 | loss: 0.0311478 | val_loss: 0.0311806 | Time: 3231.22 ms [2022-03-24 10:47:46 main:574] : INFO : Epoch 1830 | loss: 0.0311468 | val_loss: 0.0311767 | Time: 3249.76 ms [2022-03-24 10:47:49 main:574] : INFO : Epoch 1831 | loss: 0.0311451 | val_loss: 0.0311807 | Time: 3225.06 ms [2022-03-24 10:47:52 main:574] : INFO : Epoch 1832 | loss: 0.0311437 | val_loss: 0.0311789 | Time: 3237.99 ms [2022-03-24 10:47:55 main:574] : INFO : Epoch 1833 | loss: 0.0311472 | val_loss: 0.0311914 | Time: 3221.71 ms [2022-03-24 10:47:59 main:574] : INFO : Epoch 1834 | loss: 0.0311476 | val_loss: 0.0311801 | Time: 3256.68 ms [2022-03-24 10:48:02 main:574] : INFO : Epoch 1835 | loss: 0.0311464 | val_loss: 0.0311729 | Time: 3263.96 ms [2022-03-24 10:48:05 main:574] : INFO : Epoch 1836 | loss: 0.0311461 | val_loss: 0.0311761 | Time: 3234.56 ms [2022-03-24 10:48:08 main:574] : INFO : Epoch 1837 | loss: 0.0311461 | val_loss: 0.0311802 | Time: 3237.77 ms [2022-03-24 10:48:12 main:574] : INFO : Epoch 1838 | loss: 0.0311525 | val_loss: 0.0311843 | Time: 3298.81 ms [2022-03-24 10:48:15 main:574] : INFO : Epoch 1839 | loss: 0.0311523 | val_loss: 0.0311776 | Time: 3241.73 ms [2022-03-24 10:48:18 main:574] : INFO : Epoch 1840 | loss: 0.0311481 | val_loss: 0.0311758 | Time: 3204.31 ms [2022-03-24 10:48:22 main:574] : INFO : Epoch 1841 | loss: 0.0311464 | val_loss: 0.0311841 | Time: 3271.62 ms [2022-03-24 10:48:25 main:574] : INFO : Epoch 1842 | loss: 0.0311504 | val_loss: 0.0311757 | Time: 3280.74 ms [2022-03-24 10:48:28 main:574] : INFO : Epoch 1843 | loss: 0.0311459 | val_loss: 0.0311766 | Time: 3286.11 ms [2022-03-24 10:48:31 main:574] : INFO : Epoch 1844 | loss: 0.0311455 | val_loss: 0.0311776 | Time: 3265.05 ms [2022-03-24 10:48:35 main:574] : INFO : Epoch 1845 | loss: 0.0311446 | val_loss: 0.0311747 | Time: 3264.68 ms [2022-03-24 10:48:38 main:574] : INFO : Epoch 1846 | loss: 0.0311479 | val_loss: 0.031178 | Time: 3260.32 ms [2022-03-24 10:48:41 main:574] : INFO : Epoch 1847 | loss: 0.0311488 | val_loss: 0.0311762 | Time: 3185.59 ms [2022-03-24 10:48:44 main:574] : INFO : Epoch 1848 | loss: 0.0311463 | val_loss: 0.0311762 | Time: 3205.6 ms [2022-03-24 10:48:48 main:574] : INFO : Epoch 1849 | loss: 0.031146 | val_loss: 0.0311783 | Time: 3221.11 ms [2022-03-24 10:48:51 main:574] : INFO : Epoch 1850 | loss: 0.0311445 | val_loss: 0.0311779 | Time: 3207.93 ms [2022-03-24 10:48:54 main:574] : INFO : Epoch 1851 | loss: 0.0311471 | val_loss: 0.031182 | Time: 3222.76 ms [2022-03-24 10:48:57 main:574] : INFO : Epoch 1852 | loss: 0.0311436 | val_loss: 0.0311789 | Time: 3311.54 ms [2022-03-24 10:49:01 main:574] : INFO : Epoch 1853 | loss: 0.0311424 | val_loss: 0.0311786 | Time: 3263.93 ms [2022-03-24 10:49:04 main:574] : INFO : Epoch 1854 | loss: 0.0311435 | val_loss: 0.0311762 | Time: 3260.48 ms [2022-03-24 10:49:07 main:574] : INFO : Epoch 1855 | loss: 0.0311447 | val_loss: 0.0311771 | Time: 3227.76 ms [2022-03-24 10:49:10 main:574] : INFO : Epoch 1856 | loss: 0.031147 | val_loss: 0.0311761 | Time: 3256.38 ms [2022-03-24 10:49:14 main:574] : INFO : Epoch 1857 | loss: 0.0311459 | val_loss: 0.0311748 | Time: 3239.41 ms [2022-03-24 10:49:17 main:574] : INFO : Epoch 1858 | loss: 0.0311461 | val_loss: 0.0311755 | Time: 3315.49 ms [2022-03-24 10:49:20 main:574] : INFO : Epoch 1859 | loss: 0.0311455 | val_loss: 0.031177 | Time: 3299.73 ms [2022-03-24 10:49:24 main:574] : INFO : Epoch 1860 | loss: 0.0311466 | val_loss: 0.031192 | Time: 3286.25 ms [2022-03-24 10:49:27 main:574] : INFO : Epoch 1861 | loss: 0.0311473 | val_loss: 0.0311814 | Time: 3285.63 ms [2022-03-24 10:49:30 main:574] : INFO : Epoch 1862 | loss: 0.0311425 | val_loss: 0.0311812 | Time: 3244.33 ms [2022-03-24 10:49:33 main:574] : INFO : Epoch 1863 | loss: 0.0311421 | val_loss: 0.0311767 | Time: 3212.52 ms [2022-03-24 10:49:37 main:574] : INFO : Epoch 1864 | loss: 0.0311441 | val_loss: 0.0311773 | Time: 3273.47 ms [2022-03-24 10:49:40 main:574] : INFO : Epoch 1865 | loss: 0.0311419 | val_loss: 0.0311808 | Time: 3297.79 ms [2022-03-24 10:49:43 main:574] : INFO : Epoch 1866 | loss: 0.0311406 | val_loss: 0.031186 | Time: 3287.13 ms [2022-03-24 10:49:47 main:574] : INFO : Epoch 1867 | loss: 0.0311422 | val_loss: 0.0311951 | Time: 3300.55 ms [2022-03-24 10:49:50 main:574] : INFO : Epoch 1868 | loss: 0.0311425 | val_loss: 0.0311883 | Time: 3262.3 ms [2022-03-24 10:49:53 main:574] : INFO : Epoch 1869 | loss: 0.0311475 | val_loss: 0.0311795 | Time: 3272.87 ms [2022-03-24 10:49:56 main:574] : INFO : Epoch 1870 | loss: 0.0311384 | val_loss: 0.0311855 | Time: 3199.06 ms [2022-03-24 10:50:00 main:574] : INFO : Epoch 1871 | loss: 0.0311401 | val_loss: 0.0311744 | Time: 3226.38 ms [2022-03-24 10:50:03 main:574] : INFO : Epoch 1872 | loss: 0.0311414 | val_loss: 0.0311791 | Time: 3219.42 ms [2022-03-24 10:50:06 main:574] : INFO : Epoch 1873 | loss: 0.0311411 | val_loss: 0.0311778 | Time: 3283.33 ms [2022-03-24 10:50:09 main:574] : INFO : Epoch 1874 | loss: 0.0311428 | val_loss: 0.0311798 | Time: 3256.82 ms [2022-03-24 10:50:13 main:574] : INFO : Epoch 1875 | loss: 0.031147 | val_loss: 0.0311891 | Time: 3234.08 ms [2022-03-24 10:50:16 main:574] : INFO : Epoch 1876 | loss: 0.0311442 | val_loss: 0.0311781 | Time: 3234.95 ms [2022-03-24 10:50:19 main:574] : INFO : Epoch 1877 | loss: 0.0311425 | val_loss: 0.0311777 | Time: 3239.99 ms [2022-03-24 10:50:22 main:574] : INFO : Epoch 1878 | loss: 0.0311409 | val_loss: 0.0311864 | Time: 3214.19 ms [2022-03-24 10:50:26 main:574] : INFO : Epoch 1879 | loss: 0.0311451 | val_loss: 0.0311815 | Time: 3206.99 ms [2022-03-24 10:50:29 main:574] : INFO : Epoch 1880 | loss: 0.0311388 | val_loss: 0.0311783 | Time: 3263.91 ms [2022-03-24 10:50:32 main:574] : INFO : Epoch 1881 | loss: 0.0311389 | val_loss: 0.0311854 | Time: 3253.69 ms [2022-03-24 10:50:35 main:574] : INFO : Epoch 1882 | loss: 0.0311397 | val_loss: 0.0311873 | Time: 3201.3 ms [2022-03-24 10:50:38 main:574] : INFO : Epoch 1883 | loss: 0.0311467 | val_loss: 0.0312005 | Time: 3206.77 ms [2022-03-24 10:50:42 main:574] : INFO : Epoch 1884 | loss: 0.0311384 | val_loss: 0.0311824 | Time: 3198.92 ms [2022-03-24 10:50:45 main:574] : INFO : Epoch 1885 | loss: 0.031141 | val_loss: 0.0311894 | Time: 3230.68 ms [2022-03-24 10:50:48 main:574] : INFO : Epoch 1886 | loss: 0.0311498 | val_loss: 0.0311863 | Time: 3215.14 ms [2022-03-24 10:50:51 main:574] : INFO : Epoch 1887 | loss: 0.0311407 | val_loss: 0.0311837 | Time: 3235.73 ms [2022-03-24 10:50:55 main:574] : INFO : Epoch 1888 | loss: 0.0311435 | val_loss: 0.0311901 | Time: 3229.79 ms [2022-03-24 10:50:58 main:574] : INFO : Epoch 1889 | loss: 0.0311414 | val_loss: 0.0311833 | Time: 3214.03 ms [2022-03-24 10:51:01 main:574] : INFO : Epoch 1890 | loss: 0.0311375 | val_loss: 0.0311777 | Time: 3225.22 ms [2022-03-24 10:51:04 main:574] : INFO : Epoch 1891 | loss: 0.0311382 | val_loss: 0.0311792 | Time: 3234.18 ms [2022-03-24 10:51:08 main:574] : INFO : Epoch 1892 | loss: 0.0311369 | val_loss: 0.0311765 | Time: 3294.63 ms [2022-03-24 10:51:11 main:574] : INFO : Epoch 1893 | loss: 0.0311433 | val_loss: 0.0311857 | Time: 3288.65 ms [2022-03-24 10:51:14 main:574] : INFO : Epoch 1894 | loss: 0.0311378 | val_loss: 0.0311799 | Time: 3285.27 ms [2022-03-24 10:51:17 main:574] : INFO : Epoch 1895 | loss: 0.0311369 | val_loss: 0.0311865 | Time: 3204.5 ms [2022-03-24 10:51:21 main:574] : INFO : Epoch 1896 | loss: 0.0311437 | val_loss: 0.0311809 | Time: 3225.21 ms [2022-03-24 10:51:24 main:574] : INFO : Epoch 1897 | loss: 0.0311444 | val_loss: 0.0311806 | Time: 3218.19 ms [2022-03-24 10:51:27 main:574] : INFO : Epoch 1898 | loss: 0.0311431 | val_loss: 0.0311879 | Time: 3214.63 ms [2022-03-24 10:51:30 main:574] : INFO : Epoch 1899 | loss: 0.0311428 | val_loss: 0.0311808 | Time: 3232.71 ms [2022-03-24 10:51:34 main:574] : INFO : Epoch 1900 | loss: 0.0311385 | val_loss: 0.031183 | Time: 3225.76 ms [2022-03-24 10:51:37 main:574] : INFO : Epoch 1901 | loss: 0.0311354 | val_loss: 0.0312026 | Time: 3202.16 ms [2022-03-24 10:51:40 main:574] : INFO : Epoch 1902 | loss: 0.0311408 | val_loss: 0.0311829 | Time: 3284.98 ms [2022-03-24 10:51:43 main:574] : INFO : Epoch 1903 | loss: 0.0311346 | val_loss: 0.0311825 | Time: 3266.63 ms [2022-03-24 10:51:47 main:574] : INFO : Epoch 1904 | loss: 0.0311352 | val_loss: 0.03118 | Time: 3264.16 ms [2022-03-24 10:51:50 main:574] : INFO : Epoch 1905 | loss: 0.0311413 | val_loss: 0.0311801 | Time: 3255.5 ms [2022-03-24 10:51:53 main:574] : INFO : Epoch 1906 | loss: 0.0311403 | val_loss: 0.0311975 | Time: 3239.98 ms [2022-03-24 10:51:56 main:574] : INFO : Epoch 1907 | loss: 0.0311471 | val_loss: 0.0311786 | Time: 3246.43 ms [2022-03-24 10:52:00 main:574] : INFO : Epoch 1908 | loss: 0.031145 | val_loss: 0.0311783 | Time: 3253.97 ms [2022-03-24 10:52:03 main:574] : INFO : Epoch 1909 | loss: 0.0311386 | val_loss: 0.0311819 | Time: 3369.59 ms [2022-03-24 10:52:06 main:574] : INFO : Epoch 1910 | loss: 0.0311388 | val_loss: 0.0311902 | Time: 3238.72 ms [2022-03-24 10:52:10 main:574] : INFO : Epoch 1911 | loss: 0.0311402 | val_loss: 0.0311791 | Time: 3268.77 ms [2022-03-24 10:52:13 main:574] : INFO : Epoch 1912 | loss: 0.0311374 | val_loss: 0.0311814 | Time: 3275.67 ms [2022-03-24 10:52:16 main:574] : INFO : Epoch 1913 | loss: 0.0311372 | val_loss: 0.0311895 | Time: 3287.39 ms [2022-03-24 10:52:19 main:574] : INFO : Epoch 1914 | loss: 0.0311372 | val_loss: 0.0311863 | Time: 3286.99 ms [2022-03-24 10:52:23 main:574] : INFO : Epoch 1915 | loss: 0.0311429 | val_loss: 0.0311852 | Time: 3279.85 ms [2022-03-24 10:52:26 main:574] : INFO : Epoch 1916 | loss: 0.0311358 | val_loss: 0.031196 | Time: 3270.73 ms [2022-03-24 10:52:29 main:574] : INFO : Epoch 1917 | loss: 0.0311389 | val_loss: 0.0311807 | Time: 3274.33 ms [2022-03-24 10:52:33 main:574] : INFO : Epoch 1918 | loss: 0.0311357 | val_loss: 0.0311844 | Time: 3237.52 ms [2022-03-24 10:52:36 main:574] : INFO : Epoch 1919 | loss: 0.0311371 | val_loss: 0.0311866 | Time: 3203.91 ms [2022-03-24 10:52:39 main:574] : INFO : Epoch 1920 | loss: 0.0311456 | val_loss: 0.0311807 | Time: 3305.74 ms [2022-03-24 10:52:42 main:574] : INFO : Epoch 1921 | loss: 0.0311433 | val_loss: 0.0311823 | Time: 3295.65 ms [2022-03-24 10:52:46 main:574] : INFO : Epoch 1922 | loss: 0.0311426 | val_loss: 0.0311856 | Time: 3258.15 ms [2022-03-24 10:52:49 main:574] : INFO : Epoch 1923 | loss: 0.0311364 | val_loss: 0.0311807 | Time: 3209.28 ms [2022-03-24 10:52:52 main:574] : INFO : Epoch 1924 | loss: 0.0311364 | val_loss: 0.0311887 | Time: 3228.55 ms [2022-03-24 10:52:55 main:574] : INFO : Epoch 1925 | loss: 0.0311403 | val_loss: 0.0311844 | Time: 3210.64 ms [2022-03-24 10:52:59 main:574] : INFO : Epoch 1926 | loss: 0.0311405 | val_loss: 0.0311798 | Time: 3302.37 ms [2022-03-24 10:53:02 main:574] : INFO : Epoch 1927 | loss: 0.0311445 | val_loss: 0.031177 | Time: 3294.78 ms [2022-03-24 10:53:05 main:574] : INFO : Epoch 1928 | loss: 0.0311342 | val_loss: 0.0311888 | Time: 3293.68 ms [2022-03-24 10:53:09 main:574] : INFO : Epoch 1929 | loss: 0.031132 | val_loss: 0.0311798 | Time: 3243.75 ms [2022-03-24 10:53:12 main:574] : INFO : Epoch 1930 | loss: 0.0311332 | val_loss: 0.0311787 | Time: 3253.45 ms [2022-03-24 10:53:15 main:574] : INFO : Epoch 1931 | loss: 0.0311328 | val_loss: 0.0311867 | Time: 3272.7 ms [2022-03-24 10:53:18 main:574] : INFO : Epoch 1932 | loss: 0.0311308 | val_loss: 0.0311808 | Time: 3235.33 ms [2022-03-24 10:53:22 main:574] : INFO : Epoch 1933 | loss: 0.0311326 | val_loss: 0.0311853 | Time: 3251.19 ms [2022-03-24 10:53:25 main:574] : INFO : Epoch 1934 | loss: 0.0311381 | val_loss: 0.0311805 | Time: 3234.87 ms [2022-03-24 10:53:28 main:574] : INFO : Epoch 1935 | loss: 0.0311424 | val_loss: 0.0311744 | Time: 3228.52 ms [2022-03-24 10:53:31 main:574] : INFO : Epoch 1936 | loss: 0.0311379 | val_loss: 0.0311866 | Time: 3224.32 ms [2022-03-24 10:53:35 main:574] : INFO : Epoch 1937 | loss: 0.0311358 | val_loss: 0.0311868 | Time: 3225.44 ms [2022-03-24 10:53:38 main:574] : INFO : Epoch 1938 | loss: 0.0311363 | val_loss: 0.0311831 | Time: 3210.04 ms [2022-03-24 10:53:41 main:574] : INFO : Epoch 1939 | loss: 0.0311368 | val_loss: 0.0311824 | Time: 3221.73 ms [2022-03-24 10:53:44 main:574] : INFO : Epoch 1940 | loss: 0.0311361 | val_loss: 0.0311925 | Time: 3216.16 ms [2022-03-24 10:53:47 main:574] : INFO : Epoch 1941 | loss: 0.0311324 | val_loss: 0.0311819 | Time: 3231.13 ms [2022-03-24 10:53:51 main:574] : INFO : Epoch 1942 | loss: 0.0311321 | val_loss: 0.0311899 | Time: 3320.05 ms [2022-03-24 10:53:54 main:574] : INFO : Epoch 1943 | loss: 0.0311339 | val_loss: 0.0311876 | Time: 3301.58 ms [2022-03-24 10:53:57 main:574] : INFO : Epoch 1944 | loss: 0.0311382 | val_loss: 0.0311865 | Time: 3280.63 ms [2022-03-24 10:54:01 main:574] : INFO : Epoch 1945 | loss: 0.0311324 | val_loss: 0.0311859 | Time: 3299.59 ms [2022-03-24 10:54:04 main:574] : INFO : Epoch 1946 | loss: 0.0311303 | val_loss: 0.0311786 | Time: 3285.74 ms [2022-03-24 10:54:07 main:574] : INFO : Epoch 1947 | loss: 0.031132 | val_loss: 0.0311852 | Time: 3296.69 ms [2022-03-24 10:54:11 main:574] : INFO : Epoch 1948 | loss: 0.0311334 | val_loss: 0.0311785 | Time: 3287.36 ms [2022-03-24 10:54:14 main:574] : INFO : Epoch 1949 | loss: 0.0311323 | val_loss: 0.031178 | Time: 3264.73 ms [2022-03-24 10:54:17 main:574] : INFO : Epoch 1950 | loss: 0.0311313 | val_loss: 0.0311883 | Time: 3269.71 ms [2022-03-24 10:54:20 main:574] : INFO : Epoch 1951 | loss: 0.0311373 | val_loss: 0.0311859 | Time: 3281.25 ms [2022-03-24 10:54:24 main:574] : INFO : Epoch 1952 | loss: 0.0311339 | val_loss: 0.0311879 | Time: 3287.6 ms [2022-03-24 10:54:27 main:574] : INFO : Epoch 1953 | loss: 0.0311322 | val_loss: 0.0311827 | Time: 3259.8 ms [2022-03-24 10:54:30 main:574] : INFO : Epoch 1954 | loss: 0.0311342 | val_loss: 0.031192 | Time: 3243.34 ms [2022-03-24 10:54:33 main:574] : INFO : Epoch 1955 | loss: 0.03114 | val_loss: 0.0311827 | Time: 3224.95 ms [2022-03-24 10:54:37 main:574] : INFO : Epoch 1956 | loss: 0.0311359 | val_loss: 0.0311846 | Time: 3268.3 ms [2022-03-24 10:54:40 main:574] : INFO : Epoch 1957 | loss: 0.0311304 | val_loss: 0.0311871 | Time: 3277.85 ms [2022-03-24 10:54:43 main:574] : INFO : Epoch 1958 | loss: 0.0311287 | val_loss: 0.0311859 | Time: 3277.08 ms [2022-03-24 10:54:47 main:574] : INFO : Epoch 1959 | loss: 0.0311304 | val_loss: 0.0311796 | Time: 3263.94 ms [2022-03-24 10:54:50 main:574] : INFO : Epoch 1960 | loss: 0.0311339 | val_loss: 0.0311808 | Time: 3277.33 ms [2022-03-24 10:54:53 main:574] : INFO : Epoch 1961 | loss: 0.0311327 | val_loss: 0.0311836 | Time: 3276.21 ms [2022-03-24 10:54:56 main:574] : INFO : Epoch 1962 | loss: 0.0311386 | val_loss: 0.0311855 | Time: 3222.26 ms [2022-03-24 10:55:00 main:574] : INFO : Epoch 1963 | loss: 0.03114 | val_loss: 0.0311846 | Time: 3217.98 ms [2022-03-24 10:55:03 main:574] : INFO : Epoch 1964 | loss: 0.0311345 | val_loss: 0.0311755 | Time: 3204.4 ms [2022-03-24 10:55:06 main:574] : INFO : Epoch 1965 | loss: 0.0311325 | val_loss: 0.0311918 | Time: 3224.87 ms [2022-03-24 10:55:09 main:574] : INFO : Epoch 1966 | loss: 0.0311331 | val_loss: 0.0311837 | Time: 3211.91 ms [2022-03-24 10:55:13 main:574] : INFO : Epoch 1967 | loss: 0.0311358 | val_loss: 0.0311804 | Time: 3228.75 ms [2022-03-24 10:55:16 main:574] : INFO : Epoch 1968 | loss: 0.0311393 | val_loss: 0.0311971 | Time: 3208.49 ms [2022-03-24 10:55:19 main:574] : INFO : Epoch 1969 | loss: 0.031139 | val_loss: 0.0311843 | Time: 3295.01 ms [2022-03-24 10:55:22 main:574] : INFO : Epoch 1970 | loss: 0.0311395 | val_loss: 0.031183 | Time: 3284.27 ms [2022-03-24 10:55:26 main:574] : INFO : Epoch 1971 | loss: 0.0311359 | val_loss: 0.0311925 | Time: 3287.49 ms [2022-03-24 10:55:29 main:574] : INFO : Epoch 1972 | loss: 0.0311313 | val_loss: 0.0311799 | Time: 3271.36 ms [2022-03-24 10:55:32 main:574] : INFO : Epoch 1973 | loss: 0.0311291 | val_loss: 0.0311897 | Time: 3282.03 ms [2022-03-24 10:55:35 main:574] : INFO : Epoch 1974 | loss: 0.0311313 | val_loss: 0.0311905 | Time: 3276.77 ms [2022-03-24 10:55:39 main:574] : INFO : Epoch 1975 | loss: 0.031132 | val_loss: 0.0311817 | Time: 3196.43 ms [2022-03-24 10:55:42 main:574] : INFO : Epoch 1976 | loss: 0.031134 | val_loss: 0.031183 | Time: 3214.94 ms [2022-03-24 10:55:45 main:574] : INFO : Epoch 1977 | loss: 0.0311315 | val_loss: 0.0311875 | Time: 3472.93 ms [2022-03-24 10:55:49 main:574] : INFO : Epoch 1978 | loss: 0.0311307 | val_loss: 0.0311847 | Time: 3630.49 ms [2022-03-24 10:55:52 main:574] : INFO : Epoch 1979 | loss: 0.0311343 | val_loss: 0.0311873 | Time: 3393.01 ms [2022-03-24 10:55:56 main:574] : INFO : Epoch 1980 | loss: 0.031132 | val_loss: 0.0311877 | Time: 3248.05 ms [2022-03-24 10:55:59 main:574] : INFO : Epoch 1981 | loss: 0.0311331 | val_loss: 0.0311848 | Time: 3228.49 ms [2022-03-24 10:56:02 main:574] : INFO : Epoch 1982 | loss: 0.0311293 | val_loss: 0.031187 | Time: 3235.11 ms [2022-03-24 10:56:05 main:574] : INFO : Epoch 1983 | loss: 0.031129 | val_loss: 0.0311832 | Time: 3272.26 ms [2022-03-24 10:56:09 main:574] : INFO : Epoch 1984 | loss: 0.0311317 | val_loss: 0.0311827 | Time: 3321.89 ms [2022-03-24 10:56:12 main:574] : INFO : Epoch 1985 | loss: 0.0311297 | val_loss: 0.031183 | Time: 3291.29 ms [2022-03-24 10:56:15 main:574] : INFO : Epoch 1986 | loss: 0.031131 | val_loss: 0.0311915 | Time: 3283.26 ms [2022-03-24 10:56:19 main:574] : INFO : Epoch 1987 | loss: 0.0311315 | val_loss: 0.0311837 | Time: 3279.91 ms [2022-03-24 10:56:22 main:574] : INFO : Epoch 1988 | loss: 0.0311281 | val_loss: 0.0311891 | Time: 3270.62 ms [2022-03-24 10:56:25 main:574] : INFO : Epoch 1989 | loss: 0.0311269 | val_loss: 0.0311978 | Time: 3277.86 ms [2022-03-24 10:56:29 main:574] : INFO : Epoch 1990 | loss: 0.0311352 | val_loss: 0.031196 | Time: 3264.26 ms [2022-03-24 10:56:32 main:574] : INFO : Epoch 1991 | loss: 0.0311326 | val_loss: 0.031187 | Time: 3199.66 ms [2022-03-24 10:56:35 main:574] : INFO : Epoch 1992 | loss: 0.0311257 | val_loss: 0.0311888 | Time: 3249.68 ms [2022-03-24 10:56:38 main:574] : INFO : Epoch 1993 | loss: 0.0311274 | val_loss: 0.0311807 | Time: 3283.45 ms [2022-03-24 10:56:41 main:574] : INFO : Epoch 1994 | loss: 0.0311285 | val_loss: 0.0311821 | Time: 3220.82 ms [2022-03-24 10:56:45 main:574] : INFO : Epoch 1995 | loss: 0.0311285 | val_loss: 0.0311836 | Time: 3236.36 ms [2022-03-24 10:56:48 main:574] : INFO : Epoch 1996 | loss: 0.0311296 | val_loss: 0.0311854 | Time: 3265.72 ms [2022-03-24 10:56:51 main:574] : INFO : Epoch 1997 | loss: 0.0311287 | val_loss: 0.0311942 | Time: 3216 ms [2022-03-24 10:56:54 main:574] : INFO : Epoch 1998 | loss: 0.031131 | val_loss: 0.0311801 | Time: 3209.23 ms [2022-03-24 10:56:58 main:574] : INFO : Epoch 1999 | loss: 0.0311338 | val_loss: 0.0312058 | Time: 3211.77 ms [2022-03-24 10:57:01 main:574] : INFO : Epoch 2000 | loss: 0.0311363 | val_loss: 0.0311856 | Time: 3216.03 ms [2022-03-24 10:57:04 main:574] : INFO : Epoch 2001 | loss: 0.0311297 | val_loss: 0.0311917 | Time: 3270.93 ms [2022-03-24 10:57:07 main:574] : INFO : Epoch 2002 | loss: 0.0311288 | val_loss: 0.0311898 | Time: 3281.45 ms [2022-03-24 10:57:11 main:574] : INFO : Epoch 2003 | loss: 0.0311314 | val_loss: 0.0311842 | Time: 3272.74 ms [2022-03-24 10:57:14 main:574] : INFO : Epoch 2004 | loss: 0.0311312 | val_loss: 0.0312014 | Time: 3272.6 ms [2022-03-24 10:57:17 main:574] : INFO : Epoch 2005 | loss: 0.0311284 | val_loss: 0.0311861 | Time: 3247.78 ms [2022-03-24 10:57:21 main:574] : INFO : Epoch 2006 | loss: 0.0311302 | val_loss: 0.0311913 | Time: 3234.37 ms [2022-03-24 10:57:24 main:574] : INFO : Epoch 2007 | loss: 0.0311312 | val_loss: 0.0311973 | Time: 3215.72 ms [2022-03-24 10:57:27 main:574] : INFO : Epoch 2008 | loss: 0.031134 | val_loss: 0.0312033 | Time: 3233.34 ms [2022-03-24 10:57:30 main:574] : INFO : Epoch 2009 | loss: 0.0311329 | val_loss: 0.0311853 | Time: 3249.43 ms [2022-03-24 10:57:34 main:574] : INFO : Epoch 2010 | loss: 0.0311337 | val_loss: 0.0311842 | Time: 3226.16 ms [2022-03-24 10:57:37 main:574] : INFO : Epoch 2011 | loss: 0.0311378 | val_loss: 0.0311794 | Time: 3228.61 ms [2022-03-24 10:57:40 main:574] : INFO : Epoch 2012 | loss: 0.0311347 | val_loss: 0.0311851 | Time: 3240.7 ms [2022-03-24 10:57:43 main:574] : INFO : Epoch 2013 | loss: 0.0311356 | val_loss: 0.0311877 | Time: 3225.5 ms [2022-03-24 10:57:46 main:574] : INFO : Epoch 2014 | loss: 0.0311364 | val_loss: 0.0311807 | Time: 3236.74 ms [2022-03-24 10:57:50 main:574] : INFO : Epoch 2015 | loss: 0.0311318 | val_loss: 0.0311927 | Time: 3224.01 ms [2022-03-24 10:57:53 main:574] : INFO : Epoch 2016 | loss: 0.0311263 | val_loss: 0.0311871 | Time: 3213.05 ms [2022-03-24 10:57:56 main:574] : INFO : Epoch 2017 | loss: 0.0311279 | val_loss: 0.0311908 | Time: 3214.79 ms [2022-03-24 10:57:59 main:574] : INFO : Epoch 2018 | loss: 0.031126 | val_loss: 0.0311915 | Time: 3241.49 ms [2022-03-24 10:58:03 main:574] : INFO : Epoch 2019 | loss: 0.0311291 | val_loss: 0.0311936 | Time: 3240.21 ms [2022-03-24 10:58:06 main:574] : INFO : Epoch 2020 | loss: 0.0311252 | val_loss: 0.0311878 | Time: 3225.43 ms [2022-03-24 10:58:09 main:574] : INFO : Epoch 2021 | loss: 0.0311289 | val_loss: 0.0311929 | Time: 3222.2 ms [2022-03-24 10:58:12 main:574] : INFO : Epoch 2022 | loss: 0.0311296 | val_loss: 0.0311878 | Time: 3224.94 ms [2022-03-24 10:58:16 main:574] : INFO : Epoch 2023 | loss: 0.0311264 | val_loss: 0.0311964 | Time: 3219.86 ms [2022-03-24 10:58:19 main:574] : INFO : Epoch 2024 | loss: 0.0311264 | val_loss: 0.031195 | Time: 3302.34 ms [2022-03-24 10:58:22 main:574] : INFO : Epoch 2025 | loss: 0.0311247 | val_loss: 0.0311863 | Time: 3300.19 ms [2022-03-24 10:58:26 main:574] : INFO : Epoch 2026 | loss: 0.0311226 | val_loss: 0.0311922 | Time: 3262.59 ms [2022-03-24 10:58:29 main:574] : INFO : Epoch 2027 | loss: 0.0311265 | val_loss: 0.031189 | Time: 3259.5 ms [2022-03-24 10:58:32 main:574] : INFO : Epoch 2028 | loss: 0.0311269 | val_loss: 0.0311867 | Time: 3244.67 ms [2022-03-24 10:58:35 main:574] : INFO : Epoch 2029 | loss: 0.0311345 | val_loss: 0.0311887 | Time: 3291.28 ms [2022-03-24 10:58:39 main:574] : INFO : Epoch 2030 | loss: 0.0311302 | val_loss: 0.0311859 | Time: 3264.79 ms [2022-03-24 10:58:42 main:574] : INFO : Epoch 2031 | loss: 0.0311276 | val_loss: 0.0311947 | Time: 3284.31 ms [2022-03-24 10:58:45 main:574] : INFO : Epoch 2032 | loss: 0.031125 | val_loss: 0.0311973 | Time: 3236.46 ms [2022-03-24 10:58:48 main:574] : INFO : Epoch 2033 | loss: 0.0311285 | val_loss: 0.0311805 | Time: 3260.6 ms [2022-03-24 10:58:52 main:574] : INFO : Epoch 2034 | loss: 0.0311275 | val_loss: 0.0311853 | Time: 3259.68 ms [2022-03-24 10:58:55 main:574] : INFO : Epoch 2035 | loss: 0.0311243 | val_loss: 0.0311897 | Time: 3228.5 ms [2022-03-24 10:58:58 main:574] : INFO : Epoch 2036 | loss: 0.0311246 | val_loss: 0.0311874 | Time: 3244.16 ms [2022-03-24 10:59:01 main:574] : INFO : Epoch 2037 | loss: 0.031125 | val_loss: 0.0311907 | Time: 3237.56 ms [2022-03-24 10:59:05 main:574] : INFO : Epoch 2038 | loss: 0.0311272 | val_loss: 0.031189 | Time: 3225.01 ms [2022-03-24 10:59:08 main:574] : INFO : Epoch 2039 | loss: 0.0311261 | val_loss: 0.0311863 | Time: 3245.44 ms [2022-03-24 10:59:11 main:574] : INFO : Epoch 2040 | loss: 0.0311305 | val_loss: 0.0312091 | Time: 3290.08 ms [2022-03-24 10:59:15 main:574] : INFO : Epoch 2041 | loss: 0.03114 | val_loss: 0.0311808 | Time: 3284.26 ms [2022-03-24 10:59:18 main:574] : INFO : Epoch 2042 | loss: 0.031129 | val_loss: 0.031181 | Time: 3220.35 ms [2022-03-24 10:59:21 main:574] : INFO : Epoch 2043 | loss: 0.0311281 | val_loss: 0.0311979 | Time: 3212.25 ms [2022-03-24 10:59:24 main:574] : INFO : Epoch 2044 | loss: 0.0311292 | val_loss: 0.0311964 | Time: 3294.4 ms [2022-03-24 10:59:28 main:574] : INFO : Epoch 2045 | loss: 0.0311278 | val_loss: 0.0311871 | Time: 3294.19 ms [2022-03-24 10:59:31 main:574] : INFO : Epoch 2046 | loss: 0.0311233 | val_loss: 0.0311954 | Time: 3255.95 ms [2022-03-24 10:59:34 main:574] : INFO : Epoch 2047 | loss: 0.0311234 | val_loss: 0.0311836 | Time: 3225.04 ms [2022-03-24 10:59:37 main:574] : INFO : Epoch 2048 | loss: 0.0311271 | val_loss: 0.0312011 | Time: 3211.95 ms [2022-03-24 10:59:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312011 [2022-03-24 10:59:37 main:603] : INFO : Saving end state to config to file [2022-03-24 10:59:37 main:608] : INFO : Success, exiting.. 10:59:37 (17092): 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)