Task 12953204
| Name | ParityModified-1647040672-26848-0_0 |
| Workunit | 10085537 |
| Created | 11 Mar 2022, 23:17:54 UTC |
| Sent | 11 Mar 2022, 23:25:01 UTC |
| Report deadline | 19 Mar 2022, 23:25:01 UTC |
| Received | 12 Mar 2022, 4:57:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 51 min 43 sec |
| CPU time | 1 hours 49 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 05:16:39 main:574] : INFO : Epoch 1542 | loss: 0.03125 | val_loss: 0.0312469 | Time: 3241.46 ms [2022-03-12 05:16:42 main:574] : INFO : Epoch 1543 | loss: 0.0312404 | val_loss: 0.0312421 | Time: 3241.08 ms [2022-03-12 05:16:45 main:574] : INFO : Epoch 1544 | loss: 0.0312405 | val_loss: 0.0312375 | Time: 3282.05 ms [2022-03-12 05:16:49 main:574] : INFO : Epoch 1545 | loss: 0.031239 | val_loss: 0.0312359 | Time: 3280.74 ms [2022-03-12 05:16:52 main:574] : INFO : Epoch 1546 | loss: 0.0312427 | val_loss: 0.0312592 | Time: 3232.24 ms [2022-03-12 05:16:55 main:574] : INFO : Epoch 1547 | loss: 0.0312426 | val_loss: 0.0312393 | Time: 3266.91 ms [2022-03-12 05:16:58 main:574] : INFO : Epoch 1548 | loss: 0.0312355 | val_loss: 0.0312337 | Time: 3224.32 ms [2022-03-12 05:17:02 main:574] : INFO : Epoch 1549 | loss: 0.0312337 | val_loss: 0.031232 | Time: 3284.14 ms [2022-03-12 05:17:05 main:574] : INFO : Epoch 1550 | loss: 0.0312339 | val_loss: 0.031231 | Time: 3274.75 ms [2022-03-12 05:17:08 main:574] : INFO : Epoch 1551 | loss: 0.0312326 | val_loss: 0.0312302 | Time: 3272.19 ms [2022-03-12 05:17:11 main:574] : INFO : Epoch 1552 | loss: 0.031232 | val_loss: 0.0312288 | Time: 3263.47 ms [2022-03-12 05:17:15 main:574] : INFO : Epoch 1553 | loss: 0.0312291 | val_loss: 0.0312278 | Time: 3287.58 ms [2022-03-12 05:17:18 main:574] : INFO : Epoch 1554 | loss: 0.0312288 | val_loss: 0.0312278 | Time: 3299.72 ms [2022-03-12 05:17:21 main:574] : INFO : Epoch 1555 | loss: 0.0312306 | val_loss: 0.0312254 | Time: 3296.68 ms [2022-03-12 05:17:25 main:574] : INFO : Epoch 1556 | loss: 0.0312259 | val_loss: 0.0312249 | Time: 3269.7 ms [2022-03-12 05:17:28 main:574] : INFO : Epoch 1557 | loss: 0.0312293 | val_loss: 0.0312358 | Time: 3279.29 ms [2022-03-12 05:17:31 main:574] : INFO : Epoch 1558 | loss: 0.031229 | val_loss: 0.0312225 | Time: 3264.41 ms [2022-03-12 05:17:34 main:574] : INFO : Epoch 1559 | loss: 0.0312308 | val_loss: 0.031225 | Time: 3299.96 ms [2022-03-12 05:17:38 main:574] : INFO : Epoch 1560 | loss: 0.0312277 | val_loss: 0.0312286 | Time: 3291.04 ms [2022-03-12 05:17:41 main:574] : INFO : Epoch 1561 | loss: 0.0312252 | val_loss: 0.0312211 | Time: 3308.24 ms [2022-03-12 05:17:44 main:574] : INFO : Epoch 1562 | loss: 0.0312293 | val_loss: 0.0312207 | Time: 3273.07 ms [2022-03-12 05:17:48 main:574] : INFO : Epoch 1563 | loss: 0.0312296 | val_loss: 0.0312212 | Time: 3275.32 ms [2022-03-12 05:17:51 main:574] : INFO : Epoch 1564 | loss: 0.0312237 | val_loss: 0.0312208 | Time: 3259.55 ms [2022-03-12 05:17:54 main:574] : INFO : Epoch 1565 | loss: 0.0312236 | val_loss: 0.0312214 | Time: 3312.84 ms [2022-03-12 05:17:58 main:574] : INFO : Epoch 1566 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 3298.51 ms [2022-03-12 05:18:01 main:574] : INFO : Epoch 1567 | loss: 0.0312259 | val_loss: 0.0312209 | Time: 3306.74 ms [2022-03-12 05:18:04 main:574] : INFO : Epoch 1568 | loss: 0.031222 | val_loss: 0.0312213 | Time: 3211.15 ms [2022-03-12 05:18:07 main:574] : INFO : Epoch 1569 | loss: 0.0312193 | val_loss: 0.0312171 | Time: 3272.52 ms [2022-03-12 05:18:11 main:574] : INFO : Epoch 1570 | loss: 0.031218 | val_loss: 0.0312178 | Time: 3258.26 ms [2022-03-12 05:18:14 main:574] : INFO : Epoch 1571 | loss: 0.0312202 | val_loss: 0.0312167 | Time: 3273.64 ms [2022-03-12 05:18:17 main:574] : INFO : Epoch 1572 | loss: 0.0312167 | val_loss: 0.031216 | Time: 3314.37 ms [2022-03-12 05:18:20 main:574] : INFO : Epoch 1573 | loss: 0.0312191 | val_loss: 0.0312158 | Time: 3311.63 ms [2022-03-12 05:18:24 main:574] : INFO : Epoch 1574 | loss: 0.0312193 | val_loss: 0.0312147 | Time: 3270.36 ms [2022-03-12 05:18:27 main:574] : INFO : Epoch 1575 | loss: 0.0312159 | val_loss: 0.0312139 | Time: 3298.26 ms [2022-03-12 05:18:30 main:574] : INFO : Epoch 1576 | loss: 0.0312146 | val_loss: 0.0312138 | Time: 3250.79 ms [2022-03-12 05:18:34 main:574] : INFO : Epoch 1577 | loss: 0.0312149 | val_loss: 0.0312119 | Time: 3275.8 ms [2022-03-12 05:18:37 main:574] : INFO : Epoch 1578 | loss: 0.0312148 | val_loss: 0.0312112 | Time: 3293.25 ms [2022-03-12 05:18:40 main:574] : INFO : Epoch 1579 | loss: 0.0312131 | val_loss: 0.0312217 | Time: 3272.33 ms [2022-03-12 05:18:43 main:574] : INFO : Epoch 1580 | loss: 0.0312194 | val_loss: 0.0312195 | Time: 3274.53 ms [2022-03-12 05:18:47 main:574] : INFO : Epoch 1581 | loss: 0.0312222 | val_loss: 0.0312186 | Time: 3266.12 ms [2022-03-12 05:18:50 main:574] : INFO : Epoch 1582 | loss: 0.0312158 | val_loss: 0.0312115 | Time: 3265.29 ms [2022-03-12 05:18:53 main:574] : INFO : Epoch 1583 | loss: 0.0312157 | val_loss: 0.0312221 | Time: 3305.69 ms [2022-03-12 05:18:57 main:574] : INFO : Epoch 1584 | loss: 0.0312131 | val_loss: 0.0312111 | Time: 3238.08 ms [2022-03-12 05:19:00 main:574] : INFO : Epoch 1585 | loss: 0.031214 | val_loss: 0.0312099 | Time: 3244.89 ms [2022-03-12 05:19:03 main:574] : INFO : Epoch 1586 | loss: 0.0312119 | val_loss: 0.0312095 | Time: 3256.91 ms [2022-03-12 05:19:06 main:574] : INFO : Epoch 1587 | loss: 0.0312085 | val_loss: 0.0312068 | Time: 3243.93 ms [2022-03-12 05:19:10 main:574] : INFO : Epoch 1588 | loss: 0.0312105 | val_loss: 0.0312143 | Time: 3280.42 ms [2022-03-12 05:19:13 main:574] : INFO : Epoch 1589 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 3234.7 ms [2022-03-12 05:19:16 main:574] : INFO : Epoch 1590 | loss: 0.0312102 | val_loss: 0.0312075 | Time: 3269.2 ms [2022-03-12 05:19:19 main:574] : INFO : Epoch 1591 | loss: 0.0312115 | val_loss: 0.031216 | Time: 3306.32 ms [2022-03-12 05:19:23 main:574] : INFO : Epoch 1592 | loss: 0.0312065 | val_loss: 0.0312039 | Time: 3225.28 ms [2022-03-12 05:19:26 main:574] : INFO : Epoch 1593 | loss: 0.0312072 | val_loss: 0.031203 | Time: 3230.4 ms [2022-03-12 05:19:29 main:574] : INFO : Epoch 1594 | loss: 0.031209 | val_loss: 0.031214 | Time: 3319.92 ms [2022-03-12 05:19:32 main:574] : INFO : Epoch 1595 | loss: 0.031211 | val_loss: 0.0312058 | Time: 3290.05 ms [2022-03-12 05:19:36 main:574] : INFO : Epoch 1596 | loss: 0.0312058 | val_loss: 0.031202 | Time: 3262.76 ms [2022-03-12 05:19:39 main:574] : INFO : Epoch 1597 | loss: 0.0312065 | val_loss: 0.0312009 | Time: 3248.58 ms [2022-03-12 05:19:42 main:574] : INFO : Epoch 1598 | loss: 0.0312032 | val_loss: 0.0312003 | Time: 3281.08 ms [2022-03-12 05:19:46 main:574] : INFO : Epoch 1599 | loss: 0.0312026 | val_loss: 0.0311997 | Time: 3250.53 ms [2022-03-12 05:19:49 main:574] : INFO : Epoch 1600 | loss: 0.0312054 | val_loss: 0.0312004 | Time: 3303.33 ms [2022-03-12 05:19:52 main:574] : INFO : Epoch 1601 | loss: 0.0312071 | val_loss: 0.0312121 | Time: 3252.64 ms [2022-03-12 05:19:55 main:574] : INFO : Epoch 1602 | loss: 0.0312094 | val_loss: 0.0312111 | Time: 3280.29 ms [2022-03-12 05:19:59 main:574] : INFO : Epoch 1603 | loss: 0.0312055 | val_loss: 0.0311991 | Time: 3269.7 ms [2022-03-12 05:20:02 main:574] : INFO : Epoch 1604 | loss: 0.0312008 | val_loss: 0.0311976 | Time: 3279.03 ms [2022-03-12 05:20:05 main:574] : INFO : Epoch 1605 | loss: 0.0312022 | val_loss: 0.0311999 | Time: 3280.97 ms [2022-03-12 05:20:08 main:574] : INFO : Epoch 1606 | loss: 0.0312025 | val_loss: 0.0311977 | Time: 3256.29 ms [2022-03-12 05:20:12 main:574] : INFO : Epoch 1607 | loss: 0.0312016 | val_loss: 0.0311977 | Time: 3282.81 ms [2022-03-12 05:20:15 main:574] : INFO : Epoch 1608 | loss: 0.031199 | val_loss: 0.0311964 | Time: 3262.24 ms [2022-03-12 05:20:18 main:574] : INFO : Epoch 1609 | loss: 0.0311994 | val_loss: 0.0311964 | Time: 3306.56 ms [2022-03-12 05:20:22 main:574] : INFO : Epoch 1610 | loss: 0.0312005 | val_loss: 0.0311973 | Time: 3292.64 ms [2022-03-12 05:20:25 main:574] : INFO : Epoch 1611 | loss: 0.0311989 | val_loss: 0.0311973 | Time: 3267.33 ms [2022-03-12 05:20:28 main:574] : INFO : Epoch 1612 | loss: 0.0312028 | val_loss: 0.0312001 | Time: 3262.24 ms [2022-03-12 05:20:31 main:574] : INFO : Epoch 1613 | loss: 0.0312004 | val_loss: 0.0311967 | Time: 3249.61 ms [2022-03-12 05:20:35 main:574] : INFO : Epoch 1614 | loss: 0.0312018 | val_loss: 0.0312083 | Time: 3255.69 ms [2022-03-12 05:20:38 main:574] : INFO : Epoch 1615 | loss: 0.0312017 | val_loss: 0.031199 | Time: 3282.04 ms [2022-03-12 05:20:41 main:574] : INFO : Epoch 1616 | loss: 0.0311978 | val_loss: 0.0311956 | Time: 3251.86 ms [2022-03-12 05:20:45 main:574] : INFO : Epoch 1617 | loss: 0.0312005 | val_loss: 0.0311947 | Time: 3327.59 ms [2022-03-12 05:20:48 main:574] : INFO : Epoch 1618 | loss: 0.0311972 | val_loss: 0.0311946 | Time: 3260.98 ms [2022-03-12 05:20:51 main:574] : INFO : Epoch 1619 | loss: 0.0312008 | val_loss: 0.0312197 | Time: 3269.28 ms [2022-03-12 05:20:54 main:574] : INFO : Epoch 1620 | loss: 0.0312024 | val_loss: 0.0311961 | Time: 3285.55 ms [2022-03-12 05:20:58 main:574] : INFO : Epoch 1621 | loss: 0.0311985 | val_loss: 0.0311945 | Time: 3246 ms [2022-03-12 05:21:01 main:574] : INFO : Epoch 1622 | loss: 0.0311983 | val_loss: 0.031194 | Time: 3228.75 ms [2022-03-12 05:21:04 main:574] : INFO : Epoch 1623 | loss: 0.0311967 | val_loss: 0.0311938 | Time: 3222.08 ms [2022-03-12 05:21:07 main:574] : INFO : Epoch 1624 | loss: 0.0311996 | val_loss: 0.0311942 | Time: 3264.47 ms [2022-03-12 05:21:11 main:574] : INFO : Epoch 1625 | loss: 0.0311967 | val_loss: 0.0311939 | Time: 3247.45 ms [2022-03-12 05:21:14 main:574] : INFO : Epoch 1626 | loss: 0.0311984 | val_loss: 0.0311968 | Time: 3302.79 ms [2022-03-12 05:21:17 main:574] : INFO : Epoch 1627 | loss: 0.031198 | val_loss: 0.0311942 | Time: 3221.6 ms [2022-03-12 05:21:20 main:574] : INFO : Epoch 1628 | loss: 0.031199 | val_loss: 0.0311951 | Time: 3237.38 ms [2022-03-12 05:21:24 main:574] : INFO : Epoch 1629 | loss: 0.0311962 | val_loss: 0.0311939 | Time: 3304.92 ms [2022-03-12 05:21:27 main:574] : INFO : Epoch 1630 | loss: 0.0311977 | val_loss: 0.0311951 | Time: 3291.83 ms [2022-03-12 05:21:30 main:574] : INFO : Epoch 1631 | loss: 0.0312067 | val_loss: 0.0311981 | Time: 3290.68 ms [2022-03-12 05:21:34 main:574] : INFO : Epoch 1632 | loss: 0.0311968 | val_loss: 0.0311987 | Time: 3352.26 ms [2022-03-12 05:21:37 main:574] : INFO : Epoch 1633 | loss: 0.031198 | val_loss: 0.0311932 | Time: 3291.29 ms [2022-03-12 05:21:40 main:574] : INFO : Epoch 1634 | loss: 0.0312019 | val_loss: 0.0312027 | Time: 3261.35 ms [2022-03-12 05:21:43 main:574] : INFO : Epoch 1635 | loss: 0.0312042 | val_loss: 0.0312038 | Time: 3272.77 ms [2022-03-12 05:21:47 main:574] : INFO : Epoch 1636 | loss: 0.0311975 | val_loss: 0.0311936 | Time: 3210.67 ms [2022-03-12 05:21:50 main:574] : INFO : Epoch 1637 | loss: 0.031197 | val_loss: 0.0311936 | Time: 3319.47 ms [2022-03-12 05:21:53 main:574] : INFO : Epoch 1638 | loss: 0.031195 | val_loss: 0.0311938 | Time: 3210.65 ms [2022-03-12 05:21:56 main:574] : INFO : Epoch 1639 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 3236.71 ms [2022-03-12 05:22:00 main:574] : INFO : Epoch 1640 | loss: 0.0311985 | val_loss: 0.0312173 | Time: 3284.87 ms [2022-03-12 05:22:03 main:574] : INFO : Epoch 1641 | loss: 0.0312034 | val_loss: 0.0312039 | Time: 3258.64 ms [2022-03-12 05:22:06 main:574] : INFO : Epoch 1642 | loss: 0.0311964 | val_loss: 0.0311947 | Time: 3219.02 ms [2022-03-12 05:22:10 main:574] : INFO : Epoch 1643 | loss: 0.0311958 | val_loss: 0.0312108 | Time: 3273.27 ms [2022-03-12 05:22:13 main:574] : INFO : Epoch 1644 | loss: 0.0312043 | val_loss: 0.0311952 | Time: 3286.77 ms [2022-03-12 05:22:16 main:574] : INFO : Epoch 1645 | loss: 0.0311957 | val_loss: 0.0311932 | Time: 3342.29 ms [2022-03-12 05:22:19 main:574] : INFO : Epoch 1646 | loss: 0.0312014 | val_loss: 0.0312021 | Time: 3296.83 ms [2022-03-12 05:22:23 main:574] : INFO : Epoch 1647 | loss: 0.0311949 | val_loss: 0.0311926 | Time: 3230.12 ms [2022-03-12 05:22:26 main:574] : INFO : Epoch 1648 | loss: 0.0311934 | val_loss: 0.031193 | Time: 3261.32 ms [2022-03-12 05:22:29 main:574] : INFO : Epoch 1649 | loss: 0.0311939 | val_loss: 0.0311922 | Time: 3267.42 ms [2022-03-12 05:22:32 main:574] : INFO : Epoch 1650 | loss: 0.0311964 | val_loss: 0.0311934 | Time: 3244.93 ms [2022-03-12 05:22:36 main:574] : INFO : Epoch 1651 | loss: 0.0311934 | val_loss: 0.0311941 | Time: 3295.79 ms [2022-03-12 05:22:39 main:574] : INFO : Epoch 1652 | loss: 0.0311928 | val_loss: 0.0311949 | Time: 3261.46 ms [2022-03-12 05:22:42 main:574] : INFO : Epoch 1653 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 3283.45 ms [2022-03-12 05:22:46 main:574] : INFO : Epoch 1654 | loss: 0.0311921 | val_loss: 0.0311965 | Time: 3253.69 ms [2022-03-12 05:22:49 main:574] : INFO : Epoch 1655 | loss: 0.0311944 | val_loss: 0.0311936 | Time: 3254.07 ms [2022-03-12 05:22:52 main:574] : INFO : Epoch 1656 | loss: 0.031192 | val_loss: 0.0311937 | Time: 3251.22 ms [2022-03-12 05:22:55 main:574] : INFO : Epoch 1657 | loss: 0.0311973 | val_loss: 0.0311975 | Time: 3267.21 ms [2022-03-12 05:22:59 main:574] : INFO : Epoch 1658 | loss: 0.0311924 | val_loss: 0.0311909 | Time: 3240.16 ms [2022-03-12 05:23:02 main:574] : INFO : Epoch 1659 | loss: 0.0311905 | val_loss: 0.0311924 | Time: 3242.64 ms [2022-03-12 05:23:05 main:574] : INFO : Epoch 1660 | loss: 0.0311908 | val_loss: 0.0311965 | Time: 3272.34 ms [2022-03-12 05:23:08 main:574] : INFO : Epoch 1661 | loss: 0.0311912 | val_loss: 0.0311916 | Time: 3272.43 ms [2022-03-12 05:23:12 main:574] : INFO : Epoch 1662 | loss: 0.0311907 | val_loss: 0.0311894 | Time: 3266.72 ms [2022-03-12 05:23:15 main:574] : INFO : Epoch 1663 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 3277.94 ms [2022-03-12 05:23:18 main:574] : INFO : Epoch 1664 | loss: 0.0311936 | val_loss: 0.031208 | Time: 3317.11 ms [2022-03-12 05:23:22 main:574] : INFO : Epoch 1665 | loss: 0.031194 | val_loss: 0.0311998 | Time: 3241.8 ms [2022-03-12 05:23:25 main:574] : INFO : Epoch 1666 | loss: 0.0311915 | val_loss: 0.0311889 | Time: 3263.95 ms [2022-03-12 05:23:28 main:574] : INFO : Epoch 1667 | loss: 0.0311883 | val_loss: 0.0311889 | Time: 3244.35 ms [2022-03-12 05:23:31 main:574] : INFO : Epoch 1668 | loss: 0.0311895 | val_loss: 0.0311903 | Time: 3330.69 ms [2022-03-12 05:23:35 main:574] : INFO : Epoch 1669 | loss: 0.0311889 | val_loss: 0.0311888 | Time: 3253.01 ms [2022-03-12 05:23:38 main:574] : INFO : Epoch 1670 | loss: 0.0311871 | val_loss: 0.0311881 | Time: 3331.8 ms [2022-03-12 05:23:41 main:574] : INFO : Epoch 1671 | loss: 0.0311899 | val_loss: 0.0311903 | Time: 3265.56 ms [2022-03-12 05:23:44 main:574] : INFO : Epoch 1672 | loss: 0.0311967 | val_loss: 0.0311963 | Time: 3254.69 ms [2022-03-12 05:23:48 main:574] : INFO : Epoch 1673 | loss: 0.031193 | val_loss: 0.0312084 | Time: 3244.54 ms [2022-03-12 05:23:51 main:574] : INFO : Epoch 1674 | loss: 0.0311907 | val_loss: 0.0311882 | Time: 3261.45 ms [2022-03-12 05:23:54 main:574] : INFO : Epoch 1675 | loss: 0.0311913 | val_loss: 0.0311891 | Time: 3171.93 ms [2022-03-12 05:23:57 main:574] : INFO : Epoch 1676 | loss: 0.0311887 | val_loss: 0.031188 | Time: 3272.45 ms [2022-03-12 05:24:01 main:574] : INFO : Epoch 1677 | loss: 0.0311892 | val_loss: 0.031191 | Time: 3242.31 ms [2022-03-12 05:24:04 main:574] : INFO : Epoch 1678 | loss: 0.0311899 | val_loss: 0.0311887 | Time: 3264.89 ms [2022-03-12 05:24:07 main:574] : INFO : Epoch 1679 | loss: 0.0311866 | val_loss: 0.0311873 | Time: 3261.29 ms [2022-03-12 05:24:10 main:574] : INFO : Epoch 1680 | loss: 0.0311873 | val_loss: 0.0311862 | Time: 3259.97 ms [2022-03-12 05:24:14 main:574] : INFO : Epoch 1681 | loss: 0.0311864 | val_loss: 0.0311893 | Time: 3238 ms [2022-03-12 05:24:17 main:574] : INFO : Epoch 1682 | loss: 0.0311862 | val_loss: 0.031186 | Time: 3317.81 ms [2022-03-12 05:24:20 main:574] : INFO : Epoch 1683 | loss: 0.0311886 | val_loss: 0.0311905 | Time: 3284.45 ms [2022-03-12 05:24:24 main:574] : INFO : Epoch 1684 | loss: 0.0311907 | val_loss: 0.031193 | Time: 3283.26 ms [2022-03-12 05:24:27 main:574] : INFO : Epoch 1685 | loss: 0.0311892 | val_loss: 0.0311978 | Time: 3259.81 ms [2022-03-12 05:24:30 main:574] : INFO : Epoch 1686 | loss: 0.0311899 | val_loss: 0.0311852 | Time: 3317.43 ms [2022-03-12 05:24:33 main:574] : INFO : Epoch 1687 | loss: 0.0311861 | val_loss: 0.0311912 | Time: 3227.1 ms [2022-03-12 05:24:37 main:574] : INFO : Epoch 1688 | loss: 0.0311846 | val_loss: 0.0311847 | Time: 3275.86 ms [2022-03-12 05:24:40 main:574] : INFO : Epoch 1689 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 3260.1 ms [2022-03-12 05:24:43 main:574] : INFO : Epoch 1690 | loss: 0.0311847 | val_loss: 0.0311871 | Time: 3291.98 ms [2022-03-12 05:24:47 main:574] : INFO : Epoch 1691 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 3311.03 ms [2022-03-12 05:24:50 main:574] : INFO : Epoch 1692 | loss: 0.0311843 | val_loss: 0.0311923 | Time: 3257.42 ms [2022-03-12 05:24:53 main:574] : INFO : Epoch 1693 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 3309.04 ms [2022-03-12 05:24:56 main:574] : INFO : Epoch 1694 | loss: 0.0311865 | val_loss: 0.031187 | Time: 3279.51 ms [2022-03-12 05:25:00 main:574] : INFO : Epoch 1695 | loss: 0.0311889 | val_loss: 0.0311938 | Time: 3267.91 ms [2022-03-12 05:25:03 main:574] : INFO : Epoch 1696 | loss: 0.0311875 | val_loss: 0.0311836 | Time: 3274.05 ms [2022-03-12 05:25:06 main:574] : INFO : Epoch 1697 | loss: 0.0311854 | val_loss: 0.0311837 | Time: 3240.82 ms [2022-03-12 05:25:10 main:574] : INFO : Epoch 1698 | loss: 0.031182 | val_loss: 0.0311832 | Time: 3271.34 ms [2022-03-12 05:25:13 main:574] : INFO : Epoch 1699 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 3231.48 ms [2022-03-12 05:25:16 main:574] : INFO : Epoch 1700 | loss: 0.0311809 | val_loss: 0.0311813 | Time: 3257.98 ms [2022-03-12 05:25:19 main:574] : INFO : Epoch 1701 | loss: 0.0311847 | val_loss: 0.0311825 | Time: 3270.59 ms [2022-03-12 05:25:23 main:574] : INFO : Epoch 1702 | loss: 0.0311838 | val_loss: 0.031182 | Time: 3270.3 ms [2022-03-12 05:25:26 main:574] : INFO : Epoch 1703 | loss: 0.0311812 | val_loss: 0.0311814 | Time: 3344.62 ms [2022-03-12 05:25:29 main:574] : INFO : Epoch 1704 | loss: 0.0311863 | val_loss: 0.031192 | Time: 3279.55 ms [2022-03-12 05:25:32 main:574] : INFO : Epoch 1705 | loss: 0.0311853 | val_loss: 0.0311849 | Time: 3245.07 ms [2022-03-12 05:25:36 main:574] : INFO : Epoch 1706 | loss: 0.0311801 | val_loss: 0.0311811 | Time: 3283.2 ms [2022-03-12 05:25:39 main:574] : INFO : Epoch 1707 | loss: 0.0311798 | val_loss: 0.0311809 | Time: 3276.71 ms [2022-03-12 05:25:42 main:574] : INFO : Epoch 1708 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 3268.82 ms [2022-03-12 05:25:45 main:574] : INFO : Epoch 1709 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 3207.47 ms [2022-03-12 05:25:49 main:574] : INFO : Epoch 1710 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 3294.78 ms [2022-03-12 05:25:52 main:574] : INFO : Epoch 1711 | loss: 0.0311853 | val_loss: 0.0311867 | Time: 3247.13 ms [2022-03-12 05:25:55 main:574] : INFO : Epoch 1712 | loss: 0.0311808 | val_loss: 0.0311838 | Time: 3241.63 ms [2022-03-12 05:25:59 main:574] : INFO : Epoch 1713 | loss: 0.0311808 | val_loss: 0.0311822 | Time: 3269.18 ms [2022-03-12 05:26:02 main:574] : INFO : Epoch 1714 | loss: 0.0311795 | val_loss: 0.031182 | Time: 3233.3 ms [2022-03-12 05:26:05 main:574] : INFO : Epoch 1715 | loss: 0.0311806 | val_loss: 0.0312032 | Time: 3227.27 ms [2022-03-12 05:26:08 main:574] : INFO : Epoch 1716 | loss: 0.0311872 | val_loss: 0.0311805 | Time: 3272.8 ms [2022-03-12 05:26:12 main:574] : INFO : Epoch 1717 | loss: 0.0311806 | val_loss: 0.0311806 | Time: 3222.02 ms [2022-03-12 05:26:15 main:574] : INFO : Epoch 1718 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 3293.21 ms [2022-03-12 05:26:18 main:574] : INFO : Epoch 1719 | loss: 0.0311796 | val_loss: 0.0311839 | Time: 3284.92 ms [2022-03-12 05:26:21 main:574] : INFO : Epoch 1720 | loss: 0.0311811 | val_loss: 0.0311864 | Time: 3315.8 ms [2022-03-12 05:26:25 main:574] : INFO : Epoch 1721 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 3218.72 ms [2022-03-12 05:26:28 main:574] : INFO : Epoch 1722 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 3258.33 ms [2022-03-12 05:26:31 main:574] : INFO : Epoch 1723 | loss: 0.0311849 | val_loss: 0.0311789 | Time: 3262.07 ms [2022-03-12 05:26:34 main:574] : INFO : Epoch 1724 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 3281.24 ms [2022-03-12 05:26:38 main:574] : INFO : Epoch 1725 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 3254.5 ms [2022-03-12 05:26:41 main:574] : INFO : Epoch 1726 | loss: 0.0311775 | val_loss: 0.0311877 | Time: 3249.21 ms [2022-03-12 05:26:44 main:574] : INFO : Epoch 1727 | loss: 0.0311801 | val_loss: 0.0311799 | Time: 3316.72 ms [2022-03-12 05:26:48 main:574] : INFO : Epoch 1728 | loss: 0.0311789 | val_loss: 0.0311847 | Time: 3291.4 ms [2022-03-12 05:26:51 main:574] : INFO : Epoch 1729 | loss: 0.0311798 | val_loss: 0.0311895 | Time: 3208.16 ms [2022-03-12 05:26:54 main:574] : INFO : Epoch 1730 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 3323.8 ms [2022-03-12 05:26:57 main:574] : INFO : Epoch 1731 | loss: 0.031175 | val_loss: 0.0311785 | Time: 3285.91 ms [2022-03-12 05:27:01 main:574] : INFO : Epoch 1732 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 3270.84 ms [2022-03-12 05:27:04 main:574] : INFO : Epoch 1733 | loss: 0.0311795 | val_loss: 0.0311911 | Time: 3277.23 ms [2022-03-12 05:27:07 main:574] : INFO : Epoch 1734 | loss: 0.0311785 | val_loss: 0.0311912 | Time: 3236.77 ms [2022-03-12 05:27:10 main:574] : INFO : Epoch 1735 | loss: 0.0311793 | val_loss: 0.0311823 | Time: 3196.16 ms [2022-03-12 05:27:14 main:574] : INFO : Epoch 1736 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 3295.68 ms [2022-03-12 05:27:17 main:574] : INFO : Epoch 1737 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 3247.35 ms [2022-03-12 05:27:20 main:574] : INFO : Epoch 1738 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 3296.85 ms [2022-03-12 05:27:24 main:574] : INFO : Epoch 1739 | loss: 0.031175 | val_loss: 0.0311822 | Time: 3255.32 ms [2022-03-12 05:27:27 main:574] : INFO : Epoch 1740 | loss: 0.0311774 | val_loss: 0.0311806 | Time: 3307.59 ms [2022-03-12 05:27:30 main:574] : INFO : Epoch 1741 | loss: 0.031174 | val_loss: 0.0311792 | Time: 3272.9 ms [2022-03-12 05:27:33 main:574] : INFO : Epoch 1742 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 3250.2 ms [2022-03-12 05:27:37 main:574] : INFO : Epoch 1743 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 3234.94 ms [2022-03-12 05:27:40 main:574] : INFO : Epoch 1744 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 3298.44 ms [2022-03-12 05:27:43 main:574] : INFO : Epoch 1745 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 3242.28 ms [2022-03-12 05:27:46 main:574] : INFO : Epoch 1746 | loss: 0.031174 | val_loss: 0.0311801 | Time: 3252.02 ms [2022-03-12 05:27:50 main:574] : INFO : Epoch 1747 | loss: 0.0311733 | val_loss: 0.0311852 | Time: 3259.77 ms [2022-03-12 05:27:53 main:574] : INFO : Epoch 1748 | loss: 0.031174 | val_loss: 0.0311787 | Time: 3239.17 ms [2022-03-12 05:27:56 main:574] : INFO : Epoch 1749 | loss: 0.031174 | val_loss: 0.0311841 | Time: 3220.71 ms [2022-03-12 05:27:59 main:574] : INFO : Epoch 1750 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 3277.24 ms [2022-03-12 05:28:03 main:574] : INFO : Epoch 1751 | loss: 0.0311768 | val_loss: 0.0311841 | Time: 3256.96 ms [2022-03-12 05:28:06 main:574] : INFO : Epoch 1752 | loss: 0.0311727 | val_loss: 0.0311797 | Time: 3241.63 ms [2022-03-12 05:28:09 main:574] : INFO : Epoch 1753 | loss: 0.0311725 | val_loss: 0.0311823 | Time: 3215.02 ms [2022-03-12 05:28:12 main:574] : INFO : Epoch 1754 | loss: 0.0311743 | val_loss: 0.031183 | Time: 3328.59 ms [2022-03-12 05:28:16 main:574] : INFO : Epoch 1755 | loss: 0.0311748 | val_loss: 0.0311935 | Time: 3333.63 ms [2022-03-12 05:28:19 main:574] : INFO : Epoch 1756 | loss: 0.031178 | val_loss: 0.0311837 | Time: 3284.91 ms [2022-03-12 05:28:22 main:574] : INFO : Epoch 1757 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 3265.81 ms [2022-03-12 05:28:26 main:574] : INFO : Epoch 1758 | loss: 0.0311722 | val_loss: 0.0311825 | Time: 3283.04 ms [2022-03-12 05:28:29 main:574] : INFO : Epoch 1759 | loss: 0.0311722 | val_loss: 0.0311807 | Time: 3228.5 ms [2022-03-12 05:28:32 main:574] : INFO : Epoch 1760 | loss: 0.031172 | val_loss: 0.0311798 | Time: 3267.56 ms [2022-03-12 05:28:35 main:574] : INFO : Epoch 1761 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 3208.42 ms [2022-03-12 05:28:39 main:574] : INFO : Epoch 1762 | loss: 0.0311711 | val_loss: 0.0311788 | Time: 3303.69 ms [2022-03-12 05:28:42 main:574] : INFO : Epoch 1763 | loss: 0.0311738 | val_loss: 0.0311895 | Time: 3269.47 ms [2022-03-12 05:28:45 main:574] : INFO : Epoch 1764 | loss: 0.0311791 | val_loss: 0.031182 | Time: 3317.11 ms [2022-03-12 05:28:49 main:574] : INFO : Epoch 1765 | loss: 0.0311722 | val_loss: 0.0311833 | Time: 3257.54 ms [2022-03-12 05:28:52 main:574] : INFO : Epoch 1766 | loss: 0.0311708 | val_loss: 0.0311819 | Time: 3265.15 ms [2022-03-12 05:28:55 main:574] : INFO : Epoch 1767 | loss: 0.031171 | val_loss: 0.0311823 | Time: 3223.95 ms [2022-03-12 05:28:58 main:574] : INFO : Epoch 1768 | loss: 0.0311704 | val_loss: 0.0311803 | Time: 3256.6 ms [2022-03-12 05:29:02 main:574] : INFO : Epoch 1769 | loss: 0.0311748 | val_loss: 0.0311911 | Time: 3308.5 ms [2022-03-12 05:29:05 main:574] : INFO : Epoch 1770 | loss: 0.031179 | val_loss: 0.0311846 | Time: 3243.16 ms [2022-03-12 05:29:08 main:574] : INFO : Epoch 1771 | loss: 0.0311763 | val_loss: 0.0311918 | Time: 3249.7 ms [2022-03-12 05:29:11 main:574] : INFO : Epoch 1772 | loss: 0.0311743 | val_loss: 0.0311885 | Time: 3224.22 ms [2022-03-12 05:29:15 main:574] : INFO : Epoch 1773 | loss: 0.0311714 | val_loss: 0.0311881 | Time: 3244.01 ms [2022-03-12 05:29:18 main:574] : INFO : Epoch 1774 | loss: 0.0311718 | val_loss: 0.03118 | Time: 3269.42 ms [2022-03-12 05:29:21 main:574] : INFO : Epoch 1775 | loss: 0.0311691 | val_loss: 0.0311808 | Time: 3240.24 ms [2022-03-12 05:29:24 main:574] : INFO : Epoch 1776 | loss: 0.0311702 | val_loss: 0.0311822 | Time: 3298.33 ms [2022-03-12 05:29:28 main:574] : INFO : Epoch 1777 | loss: 0.0311698 | val_loss: 0.0311802 | Time: 3255.52 ms [2022-03-12 05:29:31 main:574] : INFO : Epoch 1778 | loss: 0.0311685 | val_loss: 0.031179 | Time: 3280.19 ms [2022-03-12 05:29:34 main:574] : INFO : Epoch 1779 | loss: 0.0311685 | val_loss: 0.0311804 | Time: 3237.86 ms [2022-03-12 05:29:37 main:574] : INFO : Epoch 1780 | loss: 0.0311701 | val_loss: 0.0311826 | Time: 3230.82 ms [2022-03-12 05:29:41 main:574] : INFO : Epoch 1781 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 3248.99 ms [2022-03-12 05:29:44 main:574] : INFO : Epoch 1782 | loss: 0.0311695 | val_loss: 0.0311789 | Time: 3240.44 ms [2022-03-12 05:29:47 main:574] : INFO : Epoch 1783 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 3253.44 ms [2022-03-12 05:29:50 main:574] : INFO : Epoch 1784 | loss: 0.03117 | val_loss: 0.0311851 | Time: 3293.61 ms [2022-03-12 05:29:54 main:574] : INFO : Epoch 1785 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 3244.98 ms [2022-03-12 05:29:57 main:574] : INFO : Epoch 1786 | loss: 0.0311705 | val_loss: 0.0311855 | Time: 3244.42 ms [2022-03-12 05:30:00 main:574] : INFO : Epoch 1787 | loss: 0.0311705 | val_loss: 0.0311818 | Time: 3265.24 ms [2022-03-12 05:30:04 main:574] : INFO : Epoch 1788 | loss: 0.0311725 | val_loss: 0.0311853 | Time: 3266.56 ms [2022-03-12 05:30:07 main:574] : INFO : Epoch 1789 | loss: 0.0311717 | val_loss: 0.031187 | Time: 3228.54 ms [2022-03-12 05:30:10 main:574] : INFO : Epoch 1790 | loss: 0.0311722 | val_loss: 0.0311836 | Time: 3292.27 ms [2022-03-12 05:30:13 main:574] : INFO : Epoch 1791 | loss: 0.0311766 | val_loss: 0.0311833 | Time: 3289.16 ms [2022-03-12 05:30:17 main:574] : INFO : Epoch 1792 | loss: 0.0311733 | val_loss: 0.0311835 | Time: 3235.23 ms [2022-03-12 05:30:20 main:574] : INFO : Epoch 1793 | loss: 0.031172 | val_loss: 0.0311833 | Time: 3237.91 ms [2022-03-12 05:30:23 main:574] : INFO : Epoch 1794 | loss: 0.0311693 | val_loss: 0.0311781 | Time: 3277.73 ms [2022-03-12 05:30:26 main:574] : INFO : Epoch 1795 | loss: 0.0311661 | val_loss: 0.0311803 | Time: 3248.43 ms [2022-03-12 05:30:30 main:574] : INFO : Epoch 1796 | loss: 0.0311675 | val_loss: 0.031181 | Time: 3234.07 ms [2022-03-12 05:30:33 main:574] : INFO : Epoch 1797 | loss: 0.0311664 | val_loss: 0.0311836 | Time: 3277.27 ms [2022-03-12 05:30:36 main:574] : INFO : Epoch 1798 | loss: 0.0311678 | val_loss: 0.0311851 | Time: 3274.23 ms [2022-03-12 05:30:39 main:574] : INFO : Epoch 1799 | loss: 0.0311681 | val_loss: 0.031181 | Time: 3252.42 ms [2022-03-12 05:30:43 main:574] : INFO : Epoch 1800 | loss: 0.0311689 | val_loss: 0.0311835 | Time: 3309.64 ms [2022-03-12 05:30:46 main:574] : INFO : Epoch 1801 | loss: 0.0311702 | val_loss: 0.031186 | Time: 3256.36 ms [2022-03-12 05:30:49 main:574] : INFO : Epoch 1802 | loss: 0.0311688 | val_loss: 0.0311924 | Time: 3261.06 ms [2022-03-12 05:30:53 main:574] : INFO : Epoch 1803 | loss: 0.0311711 | val_loss: 0.0311859 | Time: 3300.22 ms [2022-03-12 05:30:56 main:574] : INFO : Epoch 1804 | loss: 0.0311672 | val_loss: 0.0311813 | Time: 3308.29 ms [2022-03-12 05:30:59 main:574] : INFO : Epoch 1805 | loss: 0.0311671 | val_loss: 0.0311846 | Time: 3271.32 ms [2022-03-12 05:31:02 main:574] : INFO : Epoch 1806 | loss: 0.031165 | val_loss: 0.0311815 | Time: 3243.62 ms [2022-03-12 05:31:06 main:574] : INFO : Epoch 1807 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 3289.33 ms [2022-03-12 05:31:09 main:574] : INFO : Epoch 1808 | loss: 0.0311663 | val_loss: 0.0311852 | Time: 3249.55 ms [2022-03-12 05:31:12 main:574] : INFO : Epoch 1809 | loss: 0.031165 | val_loss: 0.0311858 | Time: 3265.96 ms [2022-03-12 05:31:15 main:574] : INFO : Epoch 1810 | loss: 0.0311645 | val_loss: 0.0311855 | Time: 3253.34 ms [2022-03-12 05:31:19 main:574] : INFO : Epoch 1811 | loss: 0.0311651 | val_loss: 0.0311856 | Time: 3244.79 ms [2022-03-12 05:31:22 main:574] : INFO : Epoch 1812 | loss: 0.0311662 | val_loss: 0.0311915 | Time: 3229.04 ms [2022-03-12 05:31:25 main:574] : INFO : Epoch 1813 | loss: 0.0311665 | val_loss: 0.0311839 | Time: 3305.64 ms [2022-03-12 05:31:29 main:574] : INFO : Epoch 1814 | loss: 0.0311671 | val_loss: 0.0311824 | Time: 3300.54 ms [2022-03-12 05:31:32 main:574] : INFO : Epoch 1815 | loss: 0.0311654 | val_loss: 0.0311809 | Time: 3267.5 ms [2022-03-12 05:31:35 main:574] : INFO : Epoch 1816 | loss: 0.0311677 | val_loss: 0.031181 | Time: 3282.2 ms [2022-03-12 05:31:38 main:574] : INFO : Epoch 1817 | loss: 0.0311673 | val_loss: 0.0311922 | Time: 3254.61 ms [2022-03-12 05:31:42 main:574] : INFO : Epoch 1818 | loss: 0.0311705 | val_loss: 0.0311859 | Time: 3282.62 ms [2022-03-12 05:31:45 main:574] : INFO : Epoch 1819 | loss: 0.0311682 | val_loss: 0.0311836 | Time: 3286.8 ms [2022-03-12 05:31:48 main:574] : INFO : Epoch 1820 | loss: 0.0311645 | val_loss: 0.0311819 | Time: 3261.5 ms [2022-03-12 05:31:51 main:574] : INFO : Epoch 1821 | loss: 0.0311645 | val_loss: 0.0311924 | Time: 3277.69 ms [2022-03-12 05:31:55 main:574] : INFO : Epoch 1822 | loss: 0.031168 | val_loss: 0.0311908 | Time: 3251.19 ms [2022-03-12 05:31:58 main:574] : INFO : Epoch 1823 | loss: 0.0311709 | val_loss: 0.0311881 | Time: 3253 ms [2022-03-12 05:32:01 main:574] : INFO : Epoch 1824 | loss: 0.0311667 | val_loss: 0.0311843 | Time: 3307.07 ms [2022-03-12 05:32:05 main:574] : INFO : Epoch 1825 | loss: 0.0311666 | val_loss: 0.0311826 | Time: 3303.17 ms [2022-03-12 05:32:08 main:574] : INFO : Epoch 1826 | loss: 0.0311647 | val_loss: 0.0311819 | Time: 3263.52 ms [2022-03-12 05:32:11 main:574] : INFO : Epoch 1827 | loss: 0.0311651 | val_loss: 0.0311874 | Time: 3259.2 ms [2022-03-12 05:32:14 main:574] : INFO : Epoch 1828 | loss: 0.0311685 | val_loss: 0.0311846 | Time: 3304.79 ms [2022-03-12 05:32:18 main:574] : INFO : Epoch 1829 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 3247.68 ms [2022-03-12 05:32:21 main:574] : INFO : Epoch 1830 | loss: 0.0311693 | val_loss: 0.0311785 | Time: 3253.12 ms [2022-03-12 05:32:24 main:574] : INFO : Epoch 1831 | loss: 0.0311673 | val_loss: 0.0311924 | Time: 3258.55 ms [2022-03-12 05:32:28 main:574] : INFO : Epoch 1832 | loss: 0.0311652 | val_loss: 0.0311846 | Time: 3297.79 ms [2022-03-12 05:32:31 main:574] : INFO : Epoch 1833 | loss: 0.0311629 | val_loss: 0.0311802 | Time: 3269.73 ms [2022-03-12 05:32:34 main:574] : INFO : Epoch 1834 | loss: 0.0311632 | val_loss: 0.0311864 | Time: 3282.73 ms [2022-03-12 05:32:37 main:574] : INFO : Epoch 1835 | loss: 0.0311632 | val_loss: 0.0311821 | Time: 3291.31 ms [2022-03-12 05:32:41 main:574] : INFO : Epoch 1836 | loss: 0.0311632 | val_loss: 0.0311825 | Time: 3302.8 ms [2022-03-12 05:32:44 main:574] : INFO : Epoch 1837 | loss: 0.031165 | val_loss: 0.0311847 | Time: 3237.77 ms [2022-03-12 05:32:47 main:574] : INFO : Epoch 1838 | loss: 0.0311662 | val_loss: 0.0311795 | Time: 3258.78 ms [2022-03-12 05:32:50 main:574] : INFO : Epoch 1839 | loss: 0.0311707 | val_loss: 0.0311794 | Time: 3264.24 ms [2022-03-12 05:32:54 main:574] : INFO : Epoch 1840 | loss: 0.0311685 | val_loss: 0.0311896 | Time: 3316.16 ms [2022-03-12 05:32:57 main:574] : INFO : Epoch 1841 | loss: 0.0311716 | val_loss: 0.0311968 | Time: 3244.04 ms [2022-03-12 05:33:00 main:574] : INFO : Epoch 1842 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 3288.93 ms [2022-03-12 05:33:04 main:574] : INFO : Epoch 1843 | loss: 0.0311664 | val_loss: 0.0311889 | Time: 3231.43 ms [2022-03-12 05:33:07 main:574] : INFO : Epoch 1844 | loss: 0.03117 | val_loss: 0.0311832 | Time: 3270.49 ms [2022-03-12 05:33:10 main:574] : INFO : Epoch 1845 | loss: 0.031164 | val_loss: 0.0311803 | Time: 3305.48 ms [2022-03-12 05:33:13 main:574] : INFO : Epoch 1846 | loss: 0.0311619 | val_loss: 0.0311821 | Time: 3210.2 ms [2022-03-12 05:33:17 main:574] : INFO : Epoch 1847 | loss: 0.0311636 | val_loss: 0.0311847 | Time: 3248.7 ms [2022-03-12 05:33:20 main:574] : INFO : Epoch 1848 | loss: 0.0311628 | val_loss: 0.0311835 | Time: 3266 ms [2022-03-12 05:33:23 main:574] : INFO : Epoch 1849 | loss: 0.0311641 | val_loss: 0.0311835 | Time: 3262.29 ms [2022-03-12 05:33:26 main:574] : INFO : Epoch 1850 | loss: 0.0311637 | val_loss: 0.0311796 | Time: 3270.17 ms [2022-03-12 05:33:30 main:574] : INFO : Epoch 1851 | loss: 0.0311643 | val_loss: 0.0311818 | Time: 3297.13 ms [2022-03-12 05:33:33 main:574] : INFO : Epoch 1852 | loss: 0.0311652 | val_loss: 0.031181 | Time: 3276.17 ms [2022-03-12 05:33:36 main:574] : INFO : Epoch 1853 | loss: 0.0311681 | val_loss: 0.0311804 | Time: 3232.42 ms [2022-03-12 05:33:39 main:574] : INFO : Epoch 1854 | loss: 0.0311633 | val_loss: 0.0311785 | Time: 3244.83 ms [2022-03-12 05:33:43 main:574] : INFO : Epoch 1855 | loss: 0.0311623 | val_loss: 0.0311812 | Time: 3260.17 ms [2022-03-12 05:33:46 main:574] : INFO : Epoch 1856 | loss: 0.0311611 | val_loss: 0.0311811 | Time: 3250.11 ms [2022-03-12 05:33:49 main:574] : INFO : Epoch 1857 | loss: 0.0311622 | val_loss: 0.03118 | Time: 3254.31 ms [2022-03-12 05:33:52 main:574] : INFO : Epoch 1858 | loss: 0.0311627 | val_loss: 0.0311811 | Time: 3226.77 ms [2022-03-12 05:33:56 main:574] : INFO : Epoch 1859 | loss: 0.0311599 | val_loss: 0.031183 | Time: 3272.76 ms [2022-03-12 05:33:59 main:574] : INFO : Epoch 1860 | loss: 0.031164 | val_loss: 0.0312013 | Time: 3294.22 ms [2022-03-12 05:34:02 main:574] : INFO : Epoch 1861 | loss: 0.0311682 | val_loss: 0.0311901 | Time: 3263.13 ms [2022-03-12 05:34:06 main:574] : INFO : Epoch 1862 | loss: 0.0311626 | val_loss: 0.03119 | Time: 3306.13 ms [2022-03-12 05:34:09 main:574] : INFO : Epoch 1863 | loss: 0.031163 | val_loss: 0.0311809 | Time: 3286.17 ms [2022-03-12 05:34:12 main:574] : INFO : Epoch 1864 | loss: 0.0311652 | val_loss: 0.0311839 | Time: 3261.65 ms [2022-03-12 05:34:15 main:574] : INFO : Epoch 1865 | loss: 0.0311669 | val_loss: 0.0311836 | Time: 3246.16 ms [2022-03-12 05:34:19 main:574] : INFO : Epoch 1866 | loss: 0.0311636 | val_loss: 0.0311869 | Time: 3255.11 ms [2022-03-12 05:34:22 main:574] : INFO : Epoch 1867 | loss: 0.031164 | val_loss: 0.0311831 | Time: 3285.85 ms [2022-03-12 05:34:25 main:574] : INFO : Epoch 1868 | loss: 0.0311682 | val_loss: 0.0311841 | Time: 3282.74 ms [2022-03-12 05:34:29 main:574] : INFO : Epoch 1869 | loss: 0.031167 | val_loss: 0.0311805 | Time: 3281.82 ms [2022-03-12 05:34:32 main:574] : INFO : Epoch 1870 | loss: 0.0311654 | val_loss: 0.0311799 | Time: 3252.51 ms [2022-03-12 05:34:35 main:574] : INFO : Epoch 1871 | loss: 0.0311623 | val_loss: 0.0311841 | Time: 3258.01 ms [2022-03-12 05:34:38 main:574] : INFO : Epoch 1872 | loss: 0.0311646 | val_loss: 0.0311851 | Time: 3242.03 ms [2022-03-12 05:34:42 main:574] : INFO : Epoch 1873 | loss: 0.031162 | val_loss: 0.0311813 | Time: 3232.37 ms [2022-03-12 05:34:45 main:574] : INFO : Epoch 1874 | loss: 0.031161 | val_loss: 0.0311816 | Time: 3279.38 ms [2022-03-12 05:34:48 main:574] : INFO : Epoch 1875 | loss: 0.0311615 | val_loss: 0.0311817 | Time: 3244.31 ms [2022-03-12 05:34:51 main:574] : INFO : Epoch 1876 | loss: 0.0311665 | val_loss: 0.0311833 | Time: 3328.55 ms [2022-03-12 05:34:55 main:574] : INFO : Epoch 1877 | loss: 0.0311741 | val_loss: 0.0311791 | Time: 3248.69 ms [2022-03-12 05:34:58 main:574] : INFO : Epoch 1878 | loss: 0.0311665 | val_loss: 0.0311826 | Time: 3233.59 ms [2022-03-12 05:35:01 main:574] : INFO : Epoch 1879 | loss: 0.0311603 | val_loss: 0.0311832 | Time: 3276.96 ms [2022-03-12 05:35:04 main:574] : INFO : Epoch 1880 | loss: 0.031159 | val_loss: 0.0311836 | Time: 3283.2 ms [2022-03-12 05:35:08 main:574] : INFO : Epoch 1881 | loss: 0.0311591 | val_loss: 0.0311814 | Time: 3292.98 ms [2022-03-12 05:35:11 main:574] : INFO : Epoch 1882 | loss: 0.0311593 | val_loss: 0.0311836 | Time: 3287.8 ms [2022-03-12 05:35:14 main:574] : INFO : Epoch 1883 | loss: 0.031162 | val_loss: 0.0311821 | Time: 3310.51 ms [2022-03-12 05:35:18 main:574] : INFO : Epoch 1884 | loss: 0.0311618 | val_loss: 0.0311933 | Time: 3298.53 ms [2022-03-12 05:35:21 main:574] : INFO : Epoch 1885 | loss: 0.0311652 | val_loss: 0.0311991 | Time: 3230.82 ms [2022-03-12 05:35:24 main:574] : INFO : Epoch 1886 | loss: 0.031164 | val_loss: 0.0311837 | Time: 3247.99 ms [2022-03-12 05:35:27 main:574] : INFO : Epoch 1887 | loss: 0.0311621 | val_loss: 0.031184 | Time: 3270.18 ms [2022-03-12 05:35:31 main:574] : INFO : Epoch 1888 | loss: 0.0311626 | val_loss: 0.0311829 | Time: 3234.02 ms [2022-03-12 05:35:34 main:574] : INFO : Epoch 1889 | loss: 0.031162 | val_loss: 0.0311812 | Time: 3238.28 ms [2022-03-12 05:35:37 main:574] : INFO : Epoch 1890 | loss: 0.0311622 | val_loss: 0.0311846 | Time: 3279.22 ms [2022-03-12 05:35:40 main:574] : INFO : Epoch 1891 | loss: 0.0311628 | val_loss: 0.0311834 | Time: 3277.78 ms [2022-03-12 05:35:44 main:574] : INFO : Epoch 1892 | loss: 0.031162 | val_loss: 0.031188 | Time: 3261.55 ms [2022-03-12 05:35:47 main:574] : INFO : Epoch 1893 | loss: 0.0311665 | val_loss: 0.0311889 | Time: 3233.78 ms [2022-03-12 05:35:50 main:574] : INFO : Epoch 1894 | loss: 0.031162 | val_loss: 0.0311836 | Time: 3278.58 ms [2022-03-12 05:35:54 main:574] : INFO : Epoch 1895 | loss: 0.0311613 | val_loss: 0.031184 | Time: 3364.92 ms [2022-03-12 05:35:57 main:574] : INFO : Epoch 1896 | loss: 0.0311779 | val_loss: 0.0311838 | Time: 3258.23 ms [2022-03-12 05:36:00 main:574] : INFO : Epoch 1897 | loss: 0.0311782 | val_loss: 0.0311807 | Time: 3273.57 ms [2022-03-12 05:36:03 main:574] : INFO : Epoch 1898 | loss: 0.031174 | val_loss: 0.0311789 | Time: 3294.62 ms [2022-03-12 05:36:07 main:574] : INFO : Epoch 1899 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 3254.7 ms [2022-03-12 05:36:10 main:574] : INFO : Epoch 1900 | loss: 0.0311687 | val_loss: 0.0311882 | Time: 3313.46 ms [2022-03-12 05:36:13 main:574] : INFO : Epoch 1901 | loss: 0.0311721 | val_loss: 0.0311856 | Time: 3293.8 ms [2022-03-12 05:36:17 main:574] : INFO : Epoch 1902 | loss: 0.0311689 | val_loss: 0.0311832 | Time: 3340.9 ms [2022-03-12 05:36:20 main:574] : INFO : Epoch 1903 | loss: 0.0311637 | val_loss: 0.0311853 | Time: 3307.04 ms [2022-03-12 05:36:23 main:574] : INFO : Epoch 1904 | loss: 0.0311635 | val_loss: 0.031181 | Time: 3280.68 ms [2022-03-12 05:36:27 main:574] : INFO : Epoch 1905 | loss: 0.0311603 | val_loss: 0.0311824 | Time: 3256.59 ms [2022-03-12 05:36:30 main:574] : INFO : Epoch 1906 | loss: 0.0311633 | val_loss: 0.0311913 | Time: 3288.78 ms [2022-03-12 05:36:33 main:574] : INFO : Epoch 1907 | loss: 0.0311664 | val_loss: 0.0311886 | Time: 3298.2 ms [2022-03-12 05:36:36 main:574] : INFO : Epoch 1908 | loss: 0.0311656 | val_loss: 0.0311786 | Time: 3290.08 ms [2022-03-12 05:36:40 main:574] : INFO : Epoch 1909 | loss: 0.0311612 | val_loss: 0.0311819 | Time: 3277.55 ms [2022-03-12 05:36:43 main:574] : INFO : Epoch 1910 | loss: 0.0311612 | val_loss: 0.031182 | Time: 3310.35 ms [2022-03-12 05:36:46 main:574] : INFO : Epoch 1911 | loss: 0.0311596 | val_loss: 0.0311884 | Time: 3264.12 ms [2022-03-12 05:36:50 main:574] : INFO : Epoch 1912 | loss: 0.0311608 | val_loss: 0.0311811 | Time: 3300.43 ms [2022-03-12 05:36:53 main:574] : INFO : Epoch 1913 | loss: 0.0311581 | val_loss: 0.031187 | Time: 3256.24 ms [2022-03-12 05:36:56 main:574] : INFO : Epoch 1914 | loss: 0.031159 | val_loss: 0.0311801 | Time: 3318.74 ms [2022-03-12 05:36:59 main:574] : INFO : Epoch 1915 | loss: 0.0311595 | val_loss: 0.0311899 | Time: 3305.73 ms [2022-03-12 05:37:03 main:574] : INFO : Epoch 1916 | loss: 0.0311583 | val_loss: 0.0311815 | Time: 3276.98 ms [2022-03-12 05:37:06 main:574] : INFO : Epoch 1917 | loss: 0.0311586 | val_loss: 0.031183 | Time: 3263.76 ms [2022-03-12 05:37:09 main:574] : INFO : Epoch 1918 | loss: 0.0311567 | val_loss: 0.0311824 | Time: 3340.55 ms [2022-03-12 05:37:13 main:574] : INFO : Epoch 1919 | loss: 0.0311607 | val_loss: 0.0311858 | Time: 3276 ms [2022-03-12 05:37:16 main:574] : INFO : Epoch 1920 | loss: 0.0311631 | val_loss: 0.0311821 | Time: 3223.59 ms [2022-03-12 05:37:19 main:574] : INFO : Epoch 1921 | loss: 0.031162 | val_loss: 0.0311909 | Time: 3278.61 ms [2022-03-12 05:37:22 main:574] : INFO : Epoch 1922 | loss: 0.0311589 | val_loss: 0.0311839 | Time: 3287.86 ms [2022-03-12 05:37:26 main:574] : INFO : Epoch 1923 | loss: 0.0311597 | val_loss: 0.0311866 | Time: 3277.71 ms [2022-03-12 05:37:29 main:574] : INFO : Epoch 1924 | loss: 0.0311598 | val_loss: 0.0311833 | Time: 3321.75 ms [2022-03-12 05:37:32 main:574] : INFO : Epoch 1925 | loss: 0.0311633 | val_loss: 0.0311838 | Time: 3210.6 ms [2022-03-12 05:37:36 main:574] : INFO : Epoch 1926 | loss: 0.0311611 | val_loss: 0.0311808 | Time: 3220.75 ms [2022-03-12 05:37:39 main:574] : INFO : Epoch 1927 | loss: 0.031158 | val_loss: 0.0311845 | Time: 3222.55 ms [2022-03-12 05:37:42 main:574] : INFO : Epoch 1928 | loss: 0.0311587 | val_loss: 0.0311856 | Time: 3247.39 ms [2022-03-12 05:37:45 main:574] : INFO : Epoch 1929 | loss: 0.0311639 | val_loss: 0.0311849 | Time: 3259.72 ms [2022-03-12 05:37:49 main:574] : INFO : Epoch 1930 | loss: 0.0311603 | val_loss: 0.0311845 | Time: 3259.19 ms [2022-03-12 05:37:52 main:574] : INFO : Epoch 1931 | loss: 0.0311618 | val_loss: 0.0311859 | Time: 3260.15 ms [2022-03-12 05:37:55 main:574] : INFO : Epoch 1932 | loss: 0.0311596 | val_loss: 0.0311888 | Time: 3297.97 ms [2022-03-12 05:37:58 main:574] : INFO : Epoch 1933 | loss: 0.0311577 | val_loss: 0.0311814 | Time: 3238.7 ms [2022-03-12 05:38:02 main:574] : INFO : Epoch 1934 | loss: 0.0311613 | val_loss: 0.0311825 | Time: 3279.09 ms [2022-03-12 05:38:05 main:574] : INFO : Epoch 1935 | loss: 0.031158 | val_loss: 0.0311857 | Time: 3211.08 ms [2022-03-12 05:38:08 main:574] : INFO : Epoch 1936 | loss: 0.0311665 | val_loss: 0.0311803 | Time: 3241.89 ms [2022-03-12 05:38:11 main:574] : INFO : Epoch 1937 | loss: 0.0311639 | val_loss: 0.0311878 | Time: 3210.91 ms [2022-03-12 05:38:15 main:574] : INFO : Epoch 1938 | loss: 0.0311595 | val_loss: 0.031185 | Time: 3248.29 ms [2022-03-12 05:38:18 main:574] : INFO : Epoch 1939 | loss: 0.0311612 | val_loss: 0.031182 | Time: 3244.78 ms [2022-03-12 05:38:21 main:574] : INFO : Epoch 1940 | loss: 0.0311598 | val_loss: 0.0311828 | Time: 3291.84 ms [2022-03-12 05:38:24 main:574] : INFO : Epoch 1941 | loss: 0.0311573 | val_loss: 0.0311809 | Time: 3222.48 ms [2022-03-12 05:38:28 main:574] : INFO : Epoch 1942 | loss: 0.0311563 | val_loss: 0.0311869 | Time: 3315.89 ms [2022-03-12 05:38:31 main:574] : INFO : Epoch 1943 | loss: 0.0311572 | val_loss: 0.0311808 | Time: 3275.18 ms [2022-03-12 05:38:34 main:574] : INFO : Epoch 1944 | loss: 0.0311577 | val_loss: 0.0311871 | Time: 3286.48 ms [2022-03-12 05:38:37 main:574] : INFO : Epoch 1945 | loss: 0.031157 | val_loss: 0.0311864 | Time: 3236.41 ms [2022-03-12 05:38:41 main:574] : INFO : Epoch 1946 | loss: 0.0311573 | val_loss: 0.0311834 | Time: 3263.79 ms [2022-03-12 05:38:44 main:574] : INFO : Epoch 1947 | loss: 0.0311564 | val_loss: 0.031184 | Time: 3279.67 ms [2022-03-12 05:38:47 main:574] : INFO : Epoch 1948 | loss: 0.0311559 | val_loss: 0.0311857 | Time: 3277.92 ms [2022-03-12 05:38:51 main:574] : INFO : Epoch 1949 | loss: 0.0311611 | val_loss: 0.0311839 | Time: 3288.36 ms [2022-03-12 05:38:54 main:574] : INFO : Epoch 1950 | loss: 0.0311603 | val_loss: 0.0311814 | Time: 3270.17 ms [2022-03-12 05:38:57 main:574] : INFO : Epoch 1951 | loss: 0.0311567 | val_loss: 0.0311877 | Time: 3243.75 ms [2022-03-12 05:39:00 main:574] : INFO : Epoch 1952 | loss: 0.0311562 | val_loss: 0.0311805 | Time: 3210.8 ms [2022-03-12 05:39:04 main:574] : INFO : Epoch 1953 | loss: 0.031157 | val_loss: 0.0311832 | Time: 3283.15 ms [2022-03-12 05:39:07 main:574] : INFO : Epoch 1954 | loss: 0.0311544 | val_loss: 0.0311809 | Time: 3183.51 ms [2022-03-12 05:39:10 main:574] : INFO : Epoch 1955 | loss: 0.0311598 | val_loss: 0.0311965 | Time: 3287.13 ms [2022-03-12 05:39:13 main:574] : INFO : Epoch 1956 | loss: 0.0311604 | val_loss: 0.0311838 | Time: 3245.68 ms [2022-03-12 05:39:17 main:574] : INFO : Epoch 1957 | loss: 0.0311556 | val_loss: 0.0311846 | Time: 3238.97 ms [2022-03-12 05:39:20 main:574] : INFO : Epoch 1958 | loss: 0.0311531 | val_loss: 0.0311867 | Time: 3310.52 ms [2022-03-12 05:39:23 main:574] : INFO : Epoch 1959 | loss: 0.0311553 | val_loss: 0.0311856 | Time: 3256.64 ms [2022-03-12 05:39:26 main:574] : INFO : Epoch 1960 | loss: 0.0311534 | val_loss: 0.0311858 | Time: 3239.44 ms [2022-03-12 05:39:30 main:574] : INFO : Epoch 1961 | loss: 0.0311592 | val_loss: 0.0311867 | Time: 3262.34 ms [2022-03-12 05:39:33 main:574] : INFO : Epoch 1962 | loss: 0.0311573 | val_loss: 0.03119 | Time: 3270.64 ms [2022-03-12 05:39:36 main:574] : INFO : Epoch 1963 | loss: 0.031158 | val_loss: 0.0311934 | Time: 3296.7 ms [2022-03-12 05:39:40 main:574] : INFO : Epoch 1964 | loss: 0.0311558 | val_loss: 0.0311966 | Time: 3295.83 ms [2022-03-12 05:39:43 main:574] : INFO : Epoch 1965 | loss: 0.031154 | val_loss: 0.0311819 | Time: 3256.31 ms [2022-03-12 05:39:46 main:574] : INFO : Epoch 1966 | loss: 0.0311599 | val_loss: 0.0311798 | Time: 3243 ms [2022-03-12 05:39:49 main:574] : INFO : Epoch 1967 | loss: 0.0311629 | val_loss: 0.0311847 | Time: 3273.06 ms [2022-03-12 05:39:53 main:574] : INFO : Epoch 1968 | loss: 0.0311576 | val_loss: 0.031178 | Time: 3256.71 ms [2022-03-12 05:39:56 main:574] : INFO : Epoch 1969 | loss: 0.0311565 | val_loss: 0.0311818 | Time: 3257.25 ms [2022-03-12 05:39:59 main:574] : INFO : Epoch 1970 | loss: 0.0311545 | val_loss: 0.0311863 | Time: 3271.43 ms [2022-03-12 05:40:02 main:574] : INFO : Epoch 1971 | loss: 0.0311633 | val_loss: 0.0311951 | Time: 3305.8 ms [2022-03-12 05:40:06 main:574] : INFO : Epoch 1972 | loss: 0.0311893 | val_loss: 0.0311832 | Time: 3247.51 ms [2022-03-12 05:40:09 main:574] : INFO : Epoch 1973 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 3238.57 ms [2022-03-12 05:40:12 main:574] : INFO : Epoch 1974 | loss: 0.0311746 | val_loss: 0.0311791 | Time: 3295.49 ms [2022-03-12 05:40:15 main:574] : INFO : Epoch 1975 | loss: 0.0311736 | val_loss: 0.0311819 | Time: 3276.29 ms [2022-03-12 05:40:19 main:574] : INFO : Epoch 1976 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 3208.94 ms [2022-03-12 05:40:22 main:574] : INFO : Epoch 1977 | loss: 0.0311718 | val_loss: 0.0311791 | Time: 3293 ms [2022-03-12 05:40:25 main:574] : INFO : Epoch 1978 | loss: 0.0311688 | val_loss: 0.0311799 | Time: 3266.44 ms [2022-03-12 05:40:28 main:574] : INFO : Epoch 1979 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 3248.23 ms [2022-03-12 05:40:32 main:574] : INFO : Epoch 1980 | loss: 0.0311688 | val_loss: 0.0311787 | Time: 3240.05 ms [2022-03-12 05:40:35 main:574] : INFO : Epoch 1981 | loss: 0.0311676 | val_loss: 0.0311836 | Time: 3279.23 ms [2022-03-12 05:40:38 main:574] : INFO : Epoch 1982 | loss: 0.0311677 | val_loss: 0.0311809 | Time: 3247.37 ms [2022-03-12 05:40:42 main:574] : INFO : Epoch 1983 | loss: 0.0311662 | val_loss: 0.0311784 | Time: 3301.16 ms [2022-03-12 05:40:45 main:574] : INFO : Epoch 1984 | loss: 0.0311657 | val_loss: 0.0311798 | Time: 3209.28 ms [2022-03-12 05:40:48 main:574] : INFO : Epoch 1985 | loss: 0.0311639 | val_loss: 0.0311778 | Time: 3263.9 ms [2022-03-12 05:40:51 main:574] : INFO : Epoch 1986 | loss: 0.0311595 | val_loss: 0.0311763 | Time: 3233.15 ms [2022-03-12 05:40:55 main:574] : INFO : Epoch 1987 | loss: 0.0311588 | val_loss: 0.0311834 | Time: 3210.96 ms [2022-03-12 05:40:58 main:574] : INFO : Epoch 1988 | loss: 0.0311591 | val_loss: 0.0311804 | Time: 3235.69 ms [2022-03-12 05:41:01 main:574] : INFO : Epoch 1989 | loss: 0.0311577 | val_loss: 0.0311831 | Time: 3315.04 ms [2022-03-12 05:41:04 main:574] : INFO : Epoch 1990 | loss: 0.0311617 | val_loss: 0.0311819 | Time: 3282.33 ms [2022-03-12 05:41:08 main:574] : INFO : Epoch 1991 | loss: 0.0311605 | val_loss: 0.0311812 | Time: 3286.16 ms [2022-03-12 05:41:11 main:574] : INFO : Epoch 1992 | loss: 0.03116 | val_loss: 0.0311821 | Time: 3271.11 ms [2022-03-12 05:41:14 main:574] : INFO : Epoch 1993 | loss: 0.0311582 | val_loss: 0.0311788 | Time: 3280.31 ms [2022-03-12 05:41:17 main:574] : INFO : Epoch 1994 | loss: 0.0311587 | val_loss: 0.0311855 | Time: 3271.69 ms [2022-03-12 05:41:21 main:574] : INFO : Epoch 1995 | loss: 0.0311581 | val_loss: 0.031178 | Time: 3313.08 ms [2022-03-12 05:41:24 main:574] : INFO : Epoch 1996 | loss: 0.0311578 | val_loss: 0.0311853 | Time: 3243.16 ms [2022-03-12 05:41:27 main:574] : INFO : Epoch 1997 | loss: 0.0311588 | val_loss: 0.0311836 | Time: 3260.36 ms [2022-03-12 05:41:31 main:574] : INFO : Epoch 1998 | loss: 0.0311581 | val_loss: 0.0311837 | Time: 3243.37 ms [2022-03-12 05:41:34 main:574] : INFO : Epoch 1999 | loss: 0.031156 | val_loss: 0.0311817 | Time: 3316.36 ms [2022-03-12 05:41:37 main:574] : INFO : Epoch 2000 | loss: 0.0311555 | val_loss: 0.0311822 | Time: 3266.92 ms [2022-03-12 05:41:40 main:574] : INFO : Epoch 2001 | loss: 0.0311551 | val_loss: 0.0311847 | Time: 3260.59 ms [2022-03-12 05:41:44 main:574] : INFO : Epoch 2002 | loss: 0.0311556 | val_loss: 0.0311813 | Time: 3242.99 ms [2022-03-12 05:41:47 main:574] : INFO : Epoch 2003 | loss: 0.0311534 | val_loss: 0.0311829 | Time: 3276.49 ms [2022-03-12 05:41:50 main:574] : INFO : Epoch 2004 | loss: 0.031155 | val_loss: 0.0311787 | Time: 3187.53 ms [2022-03-12 05:41:53 main:574] : INFO : Epoch 2005 | loss: 0.0311598 | val_loss: 0.0311825 | Time: 3315.73 ms [2022-03-12 05:41:57 main:574] : INFO : Epoch 2006 | loss: 0.0311584 | val_loss: 0.0311832 | Time: 3328.4 ms [2022-03-12 05:42:00 main:574] : INFO : Epoch 2007 | loss: 0.0311582 | val_loss: 0.0311869 | Time: 3267.77 ms [2022-03-12 05:42:03 main:574] : INFO : Epoch 2008 | loss: 0.0311576 | val_loss: 0.0311955 | Time: 3241.66 ms [2022-03-12 05:42:07 main:574] : INFO : Epoch 2009 | loss: 0.0311574 | val_loss: 0.0311804 | Time: 3277.87 ms [2022-03-12 05:42:10 main:574] : INFO : Epoch 2010 | loss: 0.031153 | val_loss: 0.0311846 | Time: 3303.16 ms [2022-03-12 05:42:13 main:574] : INFO : Epoch 2011 | loss: 0.0311532 | val_loss: 0.0311837 | Time: 3273.52 ms [2022-03-12 05:42:16 main:574] : INFO : Epoch 2012 | loss: 0.0311563 | val_loss: 0.0311947 | Time: 3259.65 ms [2022-03-12 05:42:20 main:574] : INFO : Epoch 2013 | loss: 0.0311562 | val_loss: 0.031185 | Time: 3290.62 ms [2022-03-12 05:42:23 main:574] : INFO : Epoch 2014 | loss: 0.0311562 | val_loss: 0.0311809 | Time: 3156.7 ms [2022-03-12 05:42:26 main:574] : INFO : Epoch 2015 | loss: 0.0311538 | val_loss: 0.0311792 | Time: 3297.6 ms [2022-03-12 05:42:29 main:574] : INFO : Epoch 2016 | loss: 0.0311526 | val_loss: 0.0311775 | Time: 3280.19 ms [2022-03-12 05:42:33 main:574] : INFO : Epoch 2017 | loss: 0.0311537 | val_loss: 0.0311845 | Time: 3288.25 ms [2022-03-12 05:42:36 main:574] : INFO : Epoch 2018 | loss: 0.0311585 | val_loss: 0.0311918 | Time: 3220.98 ms [2022-03-12 05:42:39 main:574] : INFO : Epoch 2019 | loss: 0.0311534 | val_loss: 0.0311854 | Time: 3278.68 ms [2022-03-12 05:42:43 main:574] : INFO : Epoch 2020 | loss: 0.0311507 | val_loss: 0.0311896 | Time: 3255.04 ms [2022-03-12 05:42:46 main:574] : INFO : Epoch 2021 | loss: 0.0311562 | val_loss: 0.0311858 | Time: 3249.41 ms [2022-03-12 05:42:49 main:574] : INFO : Epoch 2022 | loss: 0.0311566 | val_loss: 0.0311898 | Time: 3291.05 ms [2022-03-12 05:42:52 main:574] : INFO : Epoch 2023 | loss: 0.0311525 | val_loss: 0.0311813 | Time: 3215.76 ms [2022-03-12 05:42:56 main:574] : INFO : Epoch 2024 | loss: 0.0311524 | val_loss: 0.0311843 | Time: 3278.42 ms [2022-03-12 05:42:59 main:574] : INFO : Epoch 2025 | loss: 0.0311537 | val_loss: 0.031186 | Time: 3260.6 ms [2022-03-12 05:43:02 main:574] : INFO : Epoch 2026 | loss: 0.0311567 | val_loss: 0.0311852 | Time: 3261.23 ms [2022-03-12 05:43:05 main:574] : INFO : Epoch 2027 | loss: 0.0311549 | val_loss: 0.031181 | Time: 3246.54 ms [2022-03-12 05:43:09 main:574] : INFO : Epoch 2028 | loss: 0.0311526 | val_loss: 0.0311822 | Time: 3253.2 ms [2022-03-12 05:43:12 main:574] : INFO : Epoch 2029 | loss: 0.0311526 | val_loss: 0.031181 | Time: 3281.08 ms [2022-03-12 05:43:15 main:574] : INFO : Epoch 2030 | loss: 0.0311506 | val_loss: 0.0311827 | Time: 3274.24 ms [2022-03-12 05:43:18 main:574] : INFO : Epoch 2031 | loss: 0.0311498 | val_loss: 0.0311818 | Time: 3266.08 ms [2022-03-12 05:43:22 main:574] : INFO : Epoch 2032 | loss: 0.0311529 | val_loss: 0.0311978 | Time: 3249.19 ms [2022-03-12 05:43:25 main:574] : INFO : Epoch 2033 | loss: 0.0311571 | val_loss: 0.0311792 | Time: 3253.55 ms [2022-03-12 05:43:28 main:574] : INFO : Epoch 2034 | loss: 0.0311532 | val_loss: 0.0311916 | Time: 3342.84 ms [2022-03-12 05:43:32 main:574] : INFO : Epoch 2035 | loss: 0.031152 | val_loss: 0.0311873 | Time: 3248.72 ms [2022-03-12 05:43:35 main:574] : INFO : Epoch 2036 | loss: 0.0311684 | val_loss: 0.0311806 | Time: 3272.86 ms [2022-03-12 05:43:38 main:574] : INFO : Epoch 2037 | loss: 0.0311632 | val_loss: 0.0311848 | Time: 3244.51 ms [2022-03-12 05:43:41 main:574] : INFO : Epoch 2038 | loss: 0.0311605 | val_loss: 0.0311822 | Time: 3264.63 ms [2022-03-12 05:43:45 main:574] : INFO : Epoch 2039 | loss: 0.0311586 | val_loss: 0.0311861 | Time: 3288.28 ms [2022-03-12 05:43:48 main:574] : INFO : Epoch 2040 | loss: 0.0311575 | val_loss: 0.0311861 | Time: 3246.04 ms [2022-03-12 05:43:51 main:574] : INFO : Epoch 2041 | loss: 0.0311562 | val_loss: 0.0311824 | Time: 3263.85 ms [2022-03-12 05:43:54 main:574] : INFO : Epoch 2042 | loss: 0.0311527 | val_loss: 0.0311804 | Time: 3277.07 ms [2022-03-12 05:43:58 main:574] : INFO : Epoch 2043 | loss: 0.0311501 | val_loss: 0.0311817 | Time: 3263.07 ms [2022-03-12 05:44:01 main:574] : INFO : Epoch 2044 | loss: 0.0311502 | val_loss: 0.0311908 | Time: 3260.05 ms [2022-03-12 05:44:04 main:574] : INFO : Epoch 2045 | loss: 0.0311522 | val_loss: 0.0311887 | Time: 3312.94 ms [2022-03-12 05:44:08 main:574] : INFO : Epoch 2046 | loss: 0.0311498 | val_loss: 0.0311842 | Time: 3269.14 ms [2022-03-12 05:44:11 main:574] : INFO : Epoch 2047 | loss: 0.0311517 | val_loss: 0.0311808 | Time: 3280.86 ms [2022-03-12 05:44:14 main:574] : INFO : Epoch 2048 | loss: 0.0311533 | val_loss: 0.0311824 | Time: 3319.38 ms [2022-03-12 05:44:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311824 [2022-03-12 05:44:14 main:603] : INFO : Saving end state to config to file [2022-03-12 05:44:14 main:608] : INFO : Success, exiting.. 05:44:14 (13916): 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)