Task 12953783
| Name | ParityModified-1647040918-9144-0_0 |
| Workunit | 10086112 |
| Created | 11 Mar 2022, 23:22:00 UTC |
| Sent | 12 Mar 2022, 1:14:10 UTC |
| Report deadline | 20 Mar 2022, 1:14:10 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 52 min 36 sec |
| CPU time | 1 hours 49 min 54 sec |
| 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 | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311443 | val_loss: 0.0311826 | Time: 3298.17 ms
[2022-03-12 05:19:30 main:574] : INFO : Epoch 1543 | loss: 0.0311437 | val_loss: 0.0311835 | Time: 3295.09 ms
[2022-03-12 05:19:33 main:574] : INFO : Epoch 1544 | loss: 0.0311408 | val_loss: 0.0311811 | Time: 3248.38 ms
[2022-03-12 05:19:36 main:574] : INFO : Epoch 1545 | loss: 0.0311396 | val_loss: 0.0311823 | Time: 3329.16 ms
[2022-03-12 05:19:40 main:574] : INFO : Epoch 1546 | loss: 0.0311379 | val_loss: 0.031183 | Time: 3323.8 ms
[2022-03-12 05:19:43 main:574] : INFO : Epoch 1547 | loss: 0.0311365 | val_loss: 0.0311831 | Time: 3261.7 ms
[2022-03-12 05:19:46 main:574] : INFO : Epoch 1548 | loss: 0.0311348 | val_loss: 0.0311858 | Time: 3326.06 ms
[2022-03-12 05:19:49 main:574] : INFO : Epoch 1549 | loss: 0.0311319 | val_loss: 0.0311879 | Time: 3295.48 ms
[2022-03-12 05:19:53 main:574] : INFO : Epoch 1550 | loss: 0.0311315 | val_loss: 0.0311853 | Time: 3342.52 ms
[2022-03-12 05:19:56 main:574] : INFO : Epoch 1551 | loss: 0.031131 | val_loss: 0.0311859 | Time: 3323.65 ms
[2022-03-12 05:19:59 main:574] : INFO : Epoch 1552 | loss: 0.0311293 | val_loss: 0.031185 | Time: 3277.56 ms
[2022-03-12 05:20:03 main:574] : INFO : Epoch 1553 | loss: 0.0311279 | val_loss: 0.0311878 | Time: 3312.41 ms
[2022-03-12 05:20:06 main:574] : INFO : Epoch 1554 | loss: 0.0311263 | val_loss: 0.0311902 | Time: 3300.01 ms
[2022-03-12 05:20:09 main:574] : INFO : Epoch 1555 | loss: 0.0311262 | val_loss: 0.0311848 | Time: 3302.09 ms
[2022-03-12 05:20:13 main:574] : INFO : Epoch 1556 | loss: 0.0311244 | val_loss: 0.0311874 | Time: 3283.18 ms
[2022-03-12 05:20:16 main:574] : INFO : Epoch 1557 | loss: 0.0311242 | val_loss: 0.0311883 | Time: 3301.52 ms
[2022-03-12 05:20:19 main:574] : INFO : Epoch 1558 | loss: 0.0311239 | val_loss: 0.0311849 | Time: 3364.39 ms
[2022-03-12 05:20:23 main:574] : INFO : Epoch 1559 | loss: 0.0311227 | val_loss: 0.0311876 | Time: 3296.54 ms
[2022-03-12 05:20:26 main:574] : INFO : Epoch 1560 | loss: 0.031121 | val_loss: 0.0311901 | Time: 3291.63 ms
[2022-03-12 05:20:29 main:574] : INFO : Epoch 1561 | loss: 0.0311195 | val_loss: 0.031192 | Time: 3232.53 ms
[2022-03-12 05:20:32 main:574] : INFO : Epoch 1562 | loss: 0.0311184 | val_loss: 0.0311885 | Time: 3323.05 ms
[2022-03-12 05:20:36 main:574] : INFO : Epoch 1563 | loss: 0.0311179 | val_loss: 0.0311911 | Time: 3315.98 ms
[2022-03-12 05:20:39 main:574] : INFO : Epoch 1564 | loss: 0.0311185 | val_loss: 0.0311892 | Time: 3268.78 ms
[2022-03-12 05:20:42 main:574] : INFO : Epoch 1565 | loss: 0.0311177 | val_loss: 0.0311936 | Time: 3305.84 ms
[2022-03-12 05:20:46 main:574] : INFO : Epoch 1566 | loss: 0.0311172 | val_loss: 0.0312006 | Time: 3319.77 ms
[2022-03-12 05:20:49 main:574] : INFO : Epoch 1567 | loss: 0.0311162 | val_loss: 0.0311919 | Time: 3296.5 ms
[2022-03-12 05:20:52 main:574] : INFO : Epoch 1568 | loss: 0.0311145 | val_loss: 0.0311932 | Time: 3262.26 ms
[2022-03-12 05:20:56 main:574] : INFO : Epoch 1569 | loss: 0.0311135 | val_loss: 0.0311971 | Time: 3267.8 ms
[2022-03-12 05:20:59 main:574] : INFO : Epoch 1570 | loss: 0.0311151 | val_loss: 0.0311998 | Time: 3299.57 ms
[2022-03-12 05:21:02 main:574] : INFO : Epoch 1571 | loss: 0.031115 | val_loss: 0.0311961 | Time: 3277.31 ms
[2022-03-12 05:21:05 main:574] : INFO : Epoch 1572 | loss: 0.0311138 | val_loss: 0.0312008 | Time: 3310.89 ms
[2022-03-12 05:21:09 main:574] : INFO : Epoch 1573 | loss: 0.0311122 | val_loss: 0.0311953 | Time: 3309.52 ms
[2022-03-12 05:21:12 main:574] : INFO : Epoch 1574 | loss: 0.0311125 | val_loss: 0.0312025 | Time: 3265.95 ms
[2022-03-12 05:21:15 main:574] : INFO : Epoch 1575 | loss: 0.0311161 | val_loss: 0.031186 | Time: 3271.38 ms
[2022-03-12 05:21:19 main:574] : INFO : Epoch 1576 | loss: 0.0311169 | val_loss: 0.0312006 | Time: 3281.16 ms
[2022-03-12 05:21:22 main:574] : INFO : Epoch 1577 | loss: 0.0311137 | val_loss: 0.0311944 | Time: 3286.07 ms
[2022-03-12 05:21:25 main:574] : INFO : Epoch 1578 | loss: 0.0311108 | val_loss: 0.0311964 | Time: 3268.31 ms
[2022-03-12 05:21:28 main:574] : INFO : Epoch 1579 | loss: 0.0311125 | val_loss: 0.0311972 | Time: 3257.03 ms
[2022-03-12 05:21:32 main:574] : INFO : Epoch 1580 | loss: 0.0311105 | val_loss: 0.0312031 | Time: 3266.44 ms
[2022-03-12 05:21:35 main:574] : INFO : Epoch 1581 | loss: 0.0311121 | val_loss: 0.0312017 | Time: 3323.52 ms
[2022-03-12 05:21:38 main:574] : INFO : Epoch 1582 | loss: 0.0311105 | val_loss: 0.0312 | Time: 3280.53 ms
[2022-03-12 05:21:42 main:574] : INFO : Epoch 1583 | loss: 0.031109 | val_loss: 0.0311988 | Time: 3331.88 ms
[2022-03-12 05:21:45 main:574] : INFO : Epoch 1584 | loss: 0.0311101 | val_loss: 0.0311996 | Time: 3344.24 ms
[2022-03-12 05:21:48 main:574] : INFO : Epoch 1585 | loss: 0.0311119 | val_loss: 0.0312018 | Time: 3322.7 ms
[2022-03-12 05:21:52 main:574] : INFO : Epoch 1586 | loss: 0.031112 | val_loss: 0.0311995 | Time: 3281.41 ms
[2022-03-12 05:21:55 main:574] : INFO : Epoch 1587 | loss: 0.0311085 | val_loss: 0.0311962 | Time: 3298.77 ms
[2022-03-12 05:21:58 main:574] : INFO : Epoch 1588 | loss: 0.0311069 | val_loss: 0.0312029 | Time: 3299.84 ms
[2022-03-12 05:22:02 main:574] : INFO : Epoch 1589 | loss: 0.031109 | val_loss: 0.0312026 | Time: 3341.82 ms
[2022-03-12 05:22:05 main:574] : INFO : Epoch 1590 | loss: 0.0311102 | val_loss: 0.0312007 | Time: 3268.04 ms
[2022-03-12 05:22:08 main:574] : INFO : Epoch 1591 | loss: 0.0311084 | val_loss: 0.0312027 | Time: 3299.89 ms
[2022-03-12 05:22:11 main:574] : INFO : Epoch 1592 | loss: 0.031108 | val_loss: 0.0311944 | Time: 3277.63 ms
[2022-03-12 05:22:15 main:574] : INFO : Epoch 1593 | loss: 0.0311105 | val_loss: 0.0312009 | Time: 3261.18 ms
[2022-03-12 05:22:18 main:574] : INFO : Epoch 1594 | loss: 0.0311084 | val_loss: 0.0311992 | Time: 3272.5 ms
[2022-03-12 05:22:21 main:574] : INFO : Epoch 1595 | loss: 0.0311102 | val_loss: 0.0311974 | Time: 3313.11 ms
[2022-03-12 05:22:25 main:574] : INFO : Epoch 1596 | loss: 0.0311115 | val_loss: 0.0312017 | Time: 3320.64 ms
[2022-03-12 05:22:28 main:574] : INFO : Epoch 1597 | loss: 0.0311106 | val_loss: 0.0311988 | Time: 3314.24 ms
[2022-03-12 05:22:31 main:574] : INFO : Epoch 1598 | loss: 0.0311062 | val_loss: 0.0311986 | Time: 3243.46 ms
[2022-03-12 05:22:34 main:574] : INFO : Epoch 1599 | loss: 0.0311112 | val_loss: 0.031205 | Time: 3264.57 ms
[2022-03-12 05:22:38 main:574] : INFO : Epoch 1600 | loss: 0.0311135 | val_loss: 0.0312012 | Time: 3269.47 ms
[2022-03-12 05:22:41 main:574] : INFO : Epoch 1601 | loss: 0.0311096 | val_loss: 0.0312058 | Time: 3296.65 ms
[2022-03-12 05:22:44 main:574] : INFO : Epoch 1602 | loss: 0.0311081 | val_loss: 0.0311996 | Time: 3279.64 ms
[2022-03-12 05:22:48 main:574] : INFO : Epoch 1603 | loss: 0.0311116 | val_loss: 0.0311958 | Time: 3343.14 ms
[2022-03-12 05:22:51 main:574] : INFO : Epoch 1604 | loss: 0.0311078 | val_loss: 0.0312102 | Time: 3317.05 ms
[2022-03-12 05:22:54 main:574] : INFO : Epoch 1605 | loss: 0.0311036 | val_loss: 0.0312118 | Time: 3363.41 ms
[2022-03-12 05:22:58 main:574] : INFO : Epoch 1606 | loss: 0.0311067 | val_loss: 0.0312068 | Time: 3325.25 ms
[2022-03-12 05:23:01 main:574] : INFO : Epoch 1607 | loss: 0.0311066 | val_loss: 0.031198 | Time: 3300.56 ms
[2022-03-12 05:23:04 main:574] : INFO : Epoch 1608 | loss: 0.0311054 | val_loss: 0.0312081 | Time: 3366.92 ms
[2022-03-12 05:23:08 main:574] : INFO : Epoch 1609 | loss: 0.0311043 | val_loss: 0.0312055 | Time: 3315.88 ms
[2022-03-12 05:23:11 main:574] : INFO : Epoch 1610 | loss: 0.0311045 | val_loss: 0.0312109 | Time: 3301.75 ms
[2022-03-12 05:23:14 main:574] : INFO : Epoch 1611 | loss: 0.0311069 | val_loss: 0.0312111 | Time: 3252.78 ms
[2022-03-12 05:23:17 main:574] : INFO : Epoch 1612 | loss: 0.0311086 | val_loss: 0.0312011 | Time: 3295.3 ms
[2022-03-12 05:23:21 main:574] : INFO : Epoch 1613 | loss: 0.031109 | val_loss: 0.0312 | Time: 3280.38 ms
[2022-03-12 05:23:24 main:574] : INFO : Epoch 1614 | loss: 0.0311109 | val_loss: 0.031211 | Time: 3264.35 ms
[2022-03-12 05:23:27 main:574] : INFO : Epoch 1615 | loss: 0.0311071 | val_loss: 0.0312045 | Time: 3301.98 ms
[2022-03-12 05:23:31 main:574] : INFO : Epoch 1616 | loss: 0.0311029 | val_loss: 0.031207 | Time: 3258.39 ms
[2022-03-12 05:23:34 main:574] : INFO : Epoch 1617 | loss: 0.0311023 | val_loss: 0.0312002 | Time: 3308.64 ms
[2022-03-12 05:23:37 main:574] : INFO : Epoch 1618 | loss: 0.0311008 | val_loss: 0.03121 | Time: 3263.87 ms
[2022-03-12 05:23:40 main:574] : INFO : Epoch 1619 | loss: 0.0311058 | val_loss: 0.0312093 | Time: 3298.91 ms
[2022-03-12 05:23:44 main:574] : INFO : Epoch 1620 | loss: 0.0311103 | val_loss: 0.03121 | Time: 3259.28 ms
[2022-03-12 05:23:47 main:574] : INFO : Epoch 1621 | loss: 0.0311029 | val_loss: 0.0312083 | Time: 3345.36 ms
[2022-03-12 05:23:50 main:574] : INFO : Epoch 1622 | loss: 0.0311028 | val_loss: 0.0312029 | Time: 3251.95 ms
[2022-03-12 05:23:54 main:574] : INFO : Epoch 1623 | loss: 0.0311034 | val_loss: 0.031201 | Time: 3311.07 ms
[2022-03-12 05:23:57 main:574] : INFO : Epoch 1624 | loss: 0.0311009 | val_loss: 0.0312099 | Time: 3243.76 ms
[2022-03-12 05:24:00 main:574] : INFO : Epoch 1625 | loss: 0.0311026 | val_loss: 0.0312155 | Time: 3334.74 ms
[2022-03-12 05:24:03 main:574] : INFO : Epoch 1626 | loss: 0.0311049 | val_loss: 0.0312025 | Time: 3250.48 ms
[2022-03-12 05:24:07 main:574] : INFO : Epoch 1627 | loss: 0.0311028 | val_loss: 0.0312102 | Time: 3319.21 ms
[2022-03-12 05:24:10 main:574] : INFO : Epoch 1628 | loss: 0.0311032 | val_loss: 0.0312129 | Time: 3286.58 ms
[2022-03-12 05:24:13 main:574] : INFO : Epoch 1629 | loss: 0.0310997 | val_loss: 0.0312093 | Time: 3225.87 ms
[2022-03-12 05:24:17 main:574] : INFO : Epoch 1630 | loss: 0.0310974 | val_loss: 0.0312191 | Time: 3256.51 ms
[2022-03-12 05:24:20 main:574] : INFO : Epoch 1631 | loss: 0.0310993 | val_loss: 0.0312092 | Time: 3298.05 ms
[2022-03-12 05:24:23 main:574] : INFO : Epoch 1632 | loss: 0.0310986 | val_loss: 0.0312066 | Time: 3340.4 ms
[2022-03-12 05:24:27 main:574] : INFO : Epoch 1633 | loss: 0.0310976 | val_loss: 0.0312187 | Time: 3307.58 ms
[2022-03-12 05:24:30 main:574] : INFO : Epoch 1634 | loss: 0.0310955 | val_loss: 0.0312028 | Time: 3264.75 ms
[2022-03-12 05:24:33 main:574] : INFO : Epoch 1635 | loss: 0.0310994 | val_loss: 0.0312092 | Time: 3318.12 ms
[2022-03-12 05:24:36 main:574] : INFO : Epoch 1636 | loss: 0.0311029 | val_loss: 0.031219 | Time: 3289.11 ms
[2022-03-12 05:24:40 main:574] : INFO : Epoch 1637 | loss: 0.0311022 | val_loss: 0.0312062 | Time: 3279.06 ms
[2022-03-12 05:24:43 main:574] : INFO : Epoch 1638 | loss: 0.0311008 | val_loss: 0.0312042 | Time: 3281.6 ms
[2022-03-12 05:24:46 main:574] : INFO : Epoch 1639 | loss: 0.0311064 | val_loss: 0.0312042 | Time: 3289.36 ms
[2022-03-12 05:24:50 main:574] : INFO : Epoch 1640 | loss: 0.0311047 | val_loss: 0.0312058 | Time: 3256.32 ms
[2022-03-12 05:24:53 main:574] : INFO : Epoch 1641 | loss: 0.0310988 | val_loss: 0.0312035 | Time: 3306.56 ms
[2022-03-12 05:24:56 main:574] : INFO : Epoch 1642 | loss: 0.031098 | val_loss: 0.0312172 | Time: 3301.28 ms
[2022-03-12 05:24:59 main:574] : INFO : Epoch 1643 | loss: 0.0311033 | val_loss: 0.0312195 | Time: 3310.8 ms
[2022-03-12 05:25:03 main:574] : INFO : Epoch 1644 | loss: 0.0310988 | val_loss: 0.0312119 | Time: 3297.96 ms
[2022-03-12 05:25:06 main:574] : INFO : Epoch 1645 | loss: 0.0310961 | val_loss: 0.0312119 | Time: 3259.94 ms
[2022-03-12 05:25:09 main:574] : INFO : Epoch 1646 | loss: 0.0310927 | val_loss: 0.0312115 | Time: 3293.46 ms
[2022-03-12 05:25:13 main:574] : INFO : Epoch 1647 | loss: 0.0310952 | val_loss: 0.0312202 | Time: 3307.48 ms
[2022-03-12 05:25:16 main:574] : INFO : Epoch 1648 | loss: 0.0310927 | val_loss: 0.0312066 | Time: 3246.2 ms
[2022-03-12 05:25:19 main:574] : INFO : Epoch 1649 | loss: 0.0310965 | val_loss: 0.0312262 | Time: 3303.14 ms
[2022-03-12 05:25:23 main:574] : INFO : Epoch 1650 | loss: 0.0311146 | val_loss: 0.0311975 | Time: 3297.51 ms
[2022-03-12 05:25:26 main:574] : INFO : Epoch 1651 | loss: 0.0311321 | val_loss: 0.0311937 | Time: 3289.08 ms
[2022-03-12 05:25:29 main:574] : INFO : Epoch 1652 | loss: 0.0311212 | val_loss: 0.0312128 | Time: 3295.16 ms
[2022-03-12 05:25:32 main:574] : INFO : Epoch 1653 | loss: 0.0311121 | val_loss: 0.0312076 | Time: 3306.65 ms
[2022-03-12 05:25:36 main:574] : INFO : Epoch 1654 | loss: 0.031104 | val_loss: 0.0312145 | Time: 3266.34 ms
[2022-03-12 05:25:39 main:574] : INFO : Epoch 1655 | loss: 0.0310993 | val_loss: 0.0312081 | Time: 3285.71 ms
[2022-03-12 05:25:42 main:574] : INFO : Epoch 1656 | loss: 0.0310979 | val_loss: 0.0312146 | Time: 3256.7 ms
[2022-03-12 05:25:46 main:574] : INFO : Epoch 1657 | loss: 0.0310975 | val_loss: 0.0312064 | Time: 3305.97 ms
[2022-03-12 05:25:49 main:574] : INFO : Epoch 1658 | loss: 0.0310963 | val_loss: 0.0312274 | Time: 3286.35 ms
[2022-03-12 05:25:52 main:574] : INFO : Epoch 1659 | loss: 0.031098 | val_loss: 0.0312201 | Time: 3271.9 ms
[2022-03-12 05:25:55 main:574] : INFO : Epoch 1660 | loss: 0.031097 | val_loss: 0.0312137 | Time: 3260.07 ms
[2022-03-12 05:25:59 main:574] : INFO : Epoch 1661 | loss: 0.0310933 | val_loss: 0.0312084 | Time: 3263.13 ms
[2022-03-12 05:26:02 main:574] : INFO : Epoch 1662 | loss: 0.0310929 | val_loss: 0.0312227 | Time: 3303.61 ms
[2022-03-12 05:26:05 main:574] : INFO : Epoch 1663 | loss: 0.0310937 | val_loss: 0.0312196 | Time: 3258.69 ms
[2022-03-12 05:26:09 main:574] : INFO : Epoch 1664 | loss: 0.0310985 | val_loss: 0.0312109 | Time: 3299.55 ms
[2022-03-12 05:26:12 main:574] : INFO : Epoch 1665 | loss: 0.0310967 | val_loss: 0.0312216 | Time: 3250.85 ms
[2022-03-12 05:26:15 main:574] : INFO : Epoch 1666 | loss: 0.0310984 | val_loss: 0.0312081 | Time: 3305.33 ms
[2022-03-12 05:26:18 main:574] : INFO : Epoch 1667 | loss: 0.0310924 | val_loss: 0.0312116 | Time: 3281.9 ms
[2022-03-12 05:26:22 main:574] : INFO : Epoch 1668 | loss: 0.0310923 | val_loss: 0.0312088 | Time: 3263.63 ms
[2022-03-12 05:26:25 main:574] : INFO : Epoch 1669 | loss: 0.0310942 | val_loss: 0.0312042 | Time: 3238.14 ms
[2022-03-12 05:26:28 main:574] : INFO : Epoch 1670 | loss: 0.0310998 | val_loss: 0.0312158 | Time: 3275.17 ms
[2022-03-12 05:26:31 main:574] : INFO : Epoch 1671 | loss: 0.0310956 | val_loss: 0.0312105 | Time: 3299.89 ms
[2022-03-12 05:26:35 main:574] : INFO : Epoch 1672 | loss: 0.0310914 | val_loss: 0.0312074 | Time: 3267.56 ms
[2022-03-12 05:26:38 main:574] : INFO : Epoch 1673 | loss: 0.031091 | val_loss: 0.0312139 | Time: 3258.28 ms
[2022-03-12 05:26:41 main:574] : INFO : Epoch 1674 | loss: 0.0310934 | val_loss: 0.0312098 | Time: 3291.98 ms
[2022-03-12 05:26:45 main:574] : INFO : Epoch 1675 | loss: 0.0310915 | val_loss: 0.0312078 | Time: 3271.96 ms
[2022-03-12 05:26:48 main:574] : INFO : Epoch 1676 | loss: 0.0310944 | val_loss: 0.0312113 | Time: 3250.57 ms
[2022-03-12 05:26:51 main:574] : INFO : Epoch 1677 | loss: 0.0310931 | val_loss: 0.0312098 | Time: 3292.16 ms
[2022-03-12 05:26:54 main:574] : INFO : Epoch 1678 | loss: 0.0310928 | val_loss: 0.0312151 | Time: 3251.29 ms
[2022-03-12 05:26:58 main:574] : INFO : Epoch 1679 | loss: 0.0310895 | val_loss: 0.0312171 | Time: 3341.41 ms
[2022-03-12 05:27:01 main:574] : INFO : Epoch 1680 | loss: 0.0310921 | val_loss: 0.0312166 | Time: 3310.08 ms
[2022-03-12 05:27:04 main:574] : INFO : Epoch 1681 | loss: 0.0310918 | val_loss: 0.0312132 | Time: 3315.21 ms
[2022-03-12 05:27:08 main:574] : INFO : Epoch 1682 | loss: 0.0310946 | val_loss: 0.0312038 | Time: 3368.32 ms
[2022-03-12 05:27:11 main:574] : INFO : Epoch 1683 | loss: 0.031093 | val_loss: 0.0312196 | Time: 3317.26 ms
[2022-03-12 05:27:14 main:574] : INFO : Epoch 1684 | loss: 0.0310983 | val_loss: 0.0311931 | Time: 3212.42 ms
[2022-03-12 05:27:18 main:574] : INFO : Epoch 1685 | loss: 0.0310965 | val_loss: 0.0312114 | Time: 3337.9 ms
[2022-03-12 05:27:21 main:574] : INFO : Epoch 1686 | loss: 0.0310921 | val_loss: 0.0312087 | Time: 3249.26 ms
[2022-03-12 05:27:24 main:574] : INFO : Epoch 1687 | loss: 0.0310929 | val_loss: 0.0312193 | Time: 3287.46 ms
[2022-03-12 05:27:27 main:574] : INFO : Epoch 1688 | loss: 0.0310893 | val_loss: 0.0312181 | Time: 3270.97 ms
[2022-03-12 05:27:31 main:574] : INFO : Epoch 1689 | loss: 0.0310882 | val_loss: 0.0312136 | Time: 3310.28 ms
[2022-03-12 05:27:34 main:574] : INFO : Epoch 1690 | loss: 0.0310919 | val_loss: 0.0312114 | Time: 3277.67 ms
[2022-03-12 05:27:37 main:574] : INFO : Epoch 1691 | loss: 0.0310972 | val_loss: 0.0312113 | Time: 3338.94 ms
[2022-03-12 05:27:41 main:574] : INFO : Epoch 1692 | loss: 0.0310956 | val_loss: 0.0312116 | Time: 3278.7 ms
[2022-03-12 05:27:44 main:574] : INFO : Epoch 1693 | loss: 0.031094 | val_loss: 0.0312184 | Time: 3362.75 ms
[2022-03-12 05:27:47 main:574] : INFO : Epoch 1694 | loss: 0.031091 | val_loss: 0.0312188 | Time: 3276.53 ms
[2022-03-12 05:27:51 main:574] : INFO : Epoch 1695 | loss: 0.0310919 | val_loss: 0.031216 | Time: 3281.63 ms
[2022-03-12 05:27:54 main:574] : INFO : Epoch 1696 | loss: 0.0310941 | val_loss: 0.031215 | Time: 3319.42 ms
[2022-03-12 05:27:57 main:574] : INFO : Epoch 1697 | loss: 0.0310988 | val_loss: 0.0312014 | Time: 3317.88 ms
[2022-03-12 05:28:01 main:574] : INFO : Epoch 1698 | loss: 0.0310945 | val_loss: 0.0312026 | Time: 3314.96 ms
[2022-03-12 05:28:04 main:574] : INFO : Epoch 1699 | loss: 0.0310913 | val_loss: 0.0312157 | Time: 3309.34 ms
[2022-03-12 05:28:07 main:574] : INFO : Epoch 1700 | loss: 0.0310902 | val_loss: 0.0312122 | Time: 3281.77 ms
[2022-03-12 05:28:10 main:574] : INFO : Epoch 1701 | loss: 0.0310888 | val_loss: 0.0312137 | Time: 3277.66 ms
[2022-03-12 05:28:14 main:574] : INFO : Epoch 1702 | loss: 0.0310881 | val_loss: 0.0312141 | Time: 3253.56 ms
[2022-03-12 05:28:17 main:574] : INFO : Epoch 1703 | loss: 0.031091 | val_loss: 0.0312236 | Time: 3236.58 ms
[2022-03-12 05:28:20 main:574] : INFO : Epoch 1704 | loss: 0.0310872 | val_loss: 0.0312086 | Time: 3328.09 ms
[2022-03-12 05:28:24 main:574] : INFO : Epoch 1705 | loss: 0.0310906 | val_loss: 0.03121 | Time: 3303.64 ms
[2022-03-12 05:28:27 main:574] : INFO : Epoch 1706 | loss: 0.0310869 | val_loss: 0.0312119 | Time: 3272.69 ms
[2022-03-12 05:28:30 main:574] : INFO : Epoch 1707 | loss: 0.0310899 | val_loss: 0.0312038 | Time: 3271.68 ms
[2022-03-12 05:28:33 main:574] : INFO : Epoch 1708 | loss: 0.0310861 | val_loss: 0.0312104 | Time: 3301.54 ms
[2022-03-12 05:28:37 main:574] : INFO : Epoch 1709 | loss: 0.0310866 | val_loss: 0.0312145 | Time: 3247.59 ms
[2022-03-12 05:28:40 main:574] : INFO : Epoch 1710 | loss: 0.0310905 | val_loss: 0.0312105 | Time: 3276.26 ms
[2022-03-12 05:28:43 main:574] : INFO : Epoch 1711 | loss: 0.0310898 | val_loss: 0.0312013 | Time: 3300.7 ms
[2022-03-12 05:28:47 main:574] : INFO : Epoch 1712 | loss: 0.0310946 | val_loss: 0.0312125 | Time: 3281.8 ms
[2022-03-12 05:28:50 main:574] : INFO : Epoch 1713 | loss: 0.0310952 | val_loss: 0.0312088 | Time: 3293.01 ms
[2022-03-12 05:28:53 main:574] : INFO : Epoch 1714 | loss: 0.0310929 | val_loss: 0.0312144 | Time: 3250.67 ms
[2022-03-12 05:28:56 main:574] : INFO : Epoch 1715 | loss: 0.0310858 | val_loss: 0.0312149 | Time: 3315.4 ms
[2022-03-12 05:29:00 main:574] : INFO : Epoch 1716 | loss: 0.0310866 | val_loss: 0.0312197 | Time: 3260.35 ms
[2022-03-12 05:29:03 main:574] : INFO : Epoch 1717 | loss: 0.0310864 | val_loss: 0.0312161 | Time: 3320.68 ms
[2022-03-12 05:29:06 main:574] : INFO : Epoch 1718 | loss: 0.0310869 | val_loss: 0.0312082 | Time: 3343.21 ms
[2022-03-12 05:29:10 main:574] : INFO : Epoch 1719 | loss: 0.0310882 | val_loss: 0.0312217 | Time: 3298.35 ms
[2022-03-12 05:29:13 main:574] : INFO : Epoch 1720 | loss: 0.0310868 | val_loss: 0.0312206 | Time: 3294.09 ms
[2022-03-12 05:29:16 main:574] : INFO : Epoch 1721 | loss: 0.031091 | val_loss: 0.0312148 | Time: 3306.81 ms
[2022-03-12 05:29:20 main:574] : INFO : Epoch 1722 | loss: 0.031089 | val_loss: 0.031219 | Time: 3301.34 ms
[2022-03-12 05:29:23 main:574] : INFO : Epoch 1723 | loss: 0.0310887 | val_loss: 0.0312198 | Time: 3305.51 ms
[2022-03-12 05:29:26 main:574] : INFO : Epoch 1724 | loss: 0.0310913 | val_loss: 0.0312279 | Time: 3256.72 ms
[2022-03-12 05:29:29 main:574] : INFO : Epoch 1725 | loss: 0.0310922 | val_loss: 0.0312162 | Time: 3273.53 ms
[2022-03-12 05:29:33 main:574] : INFO : Epoch 1726 | loss: 0.0310894 | val_loss: 0.0312095 | Time: 3262.38 ms
[2022-03-12 05:29:36 main:574] : INFO : Epoch 1727 | loss: 0.0310885 | val_loss: 0.031212 | Time: 3285.15 ms
[2022-03-12 05:29:39 main:574] : INFO : Epoch 1728 | loss: 0.0310879 | val_loss: 0.0312094 | Time: 3355.75 ms
[2022-03-12 05:29:43 main:574] : INFO : Epoch 1729 | loss: 0.0310846 | val_loss: 0.0312166 | Time: 3342.73 ms
[2022-03-12 05:29:46 main:574] : INFO : Epoch 1730 | loss: 0.0310857 | val_loss: 0.0312322 | Time: 3288.8 ms
[2022-03-12 05:29:49 main:574] : INFO : Epoch 1731 | loss: 0.031083 | val_loss: 0.0312124 | Time: 3277.64 ms
[2022-03-12 05:29:53 main:574] : INFO : Epoch 1732 | loss: 0.0310876 | val_loss: 0.0312344 | Time: 3327.33 ms
[2022-03-12 05:29:56 main:574] : INFO : Epoch 1733 | loss: 0.0310858 | val_loss: 0.031213 | Time: 3324.18 ms
[2022-03-12 05:29:59 main:574] : INFO : Epoch 1734 | loss: 0.0310877 | val_loss: 0.0312331 | Time: 3283.66 ms
[2022-03-12 05:30:02 main:574] : INFO : Epoch 1735 | loss: 0.0310864 | val_loss: 0.0312097 | Time: 3306.04 ms
[2022-03-12 05:30:06 main:574] : INFO : Epoch 1736 | loss: 0.0310887 | val_loss: 0.0312155 | Time: 3284.09 ms
[2022-03-12 05:30:09 main:574] : INFO : Epoch 1737 | loss: 0.0310882 | val_loss: 0.0312184 | Time: 3263.15 ms
[2022-03-12 05:30:12 main:574] : INFO : Epoch 1738 | loss: 0.0310863 | val_loss: 0.0312163 | Time: 3290.29 ms
[2022-03-12 05:30:16 main:574] : INFO : Epoch 1739 | loss: 0.0310857 | val_loss: 0.0312312 | Time: 3307.71 ms
[2022-03-12 05:30:19 main:574] : INFO : Epoch 1740 | loss: 0.0310813 | val_loss: 0.0312119 | Time: 3270.59 ms
[2022-03-12 05:30:22 main:574] : INFO : Epoch 1741 | loss: 0.0310813 | val_loss: 0.031221 | Time: 3332.66 ms
[2022-03-12 05:30:26 main:574] : INFO : Epoch 1742 | loss: 0.0310817 | val_loss: 0.0312156 | Time: 3322.67 ms
[2022-03-12 05:30:29 main:574] : INFO : Epoch 1743 | loss: 0.0310831 | val_loss: 0.0312099 | Time: 3284.37 ms
[2022-03-12 05:30:32 main:574] : INFO : Epoch 1744 | loss: 0.0310907 | val_loss: 0.031215 | Time: 3328.79 ms
[2022-03-12 05:30:35 main:574] : INFO : Epoch 1745 | loss: 0.0310917 | val_loss: 0.031227 | Time: 3248.31 ms
[2022-03-12 05:30:39 main:574] : INFO : Epoch 1746 | loss: 0.0310879 | val_loss: 0.0312039 | Time: 3291.94 ms
[2022-03-12 05:30:42 main:574] : INFO : Epoch 1747 | loss: 0.0310851 | val_loss: 0.0312098 | Time: 3302.31 ms
[2022-03-12 05:30:45 main:574] : INFO : Epoch 1748 | loss: 0.0310852 | val_loss: 0.0312236 | Time: 3278.65 ms
[2022-03-12 05:30:49 main:574] : INFO : Epoch 1749 | loss: 0.0310858 | val_loss: 0.0312121 | Time: 3290.29 ms
[2022-03-12 05:30:52 main:574] : INFO : Epoch 1750 | loss: 0.0310832 | val_loss: 0.031212 | Time: 3294.63 ms
[2022-03-12 05:30:55 main:574] : INFO : Epoch 1751 | loss: 0.0310844 | val_loss: 0.0312219 | Time: 3299.04 ms
[2022-03-12 05:30:58 main:574] : INFO : Epoch 1752 | loss: 0.0310874 | val_loss: 0.0312193 | Time: 3281.63 ms
[2022-03-12 05:31:02 main:574] : INFO : Epoch 1753 | loss: 0.031085 | val_loss: 0.031206 | Time: 3252.53 ms
[2022-03-12 05:31:05 main:574] : INFO : Epoch 1754 | loss: 0.031086 | val_loss: 0.0312151 | Time: 3315.76 ms
[2022-03-12 05:31:08 main:574] : INFO : Epoch 1755 | loss: 0.0310851 | val_loss: 0.0312188 | Time: 3295.28 ms
[2022-03-12 05:31:12 main:574] : INFO : Epoch 1756 | loss: 0.0310838 | val_loss: 0.0312146 | Time: 3280.43 ms
[2022-03-12 05:31:15 main:574] : INFO : Epoch 1757 | loss: 0.0310825 | val_loss: 0.0312259 | Time: 3319.93 ms
[2022-03-12 05:31:18 main:574] : INFO : Epoch 1758 | loss: 0.0310845 | val_loss: 0.0312239 | Time: 3245.94 ms
[2022-03-12 05:31:22 main:574] : INFO : Epoch 1759 | loss: 0.0310891 | val_loss: 0.031231 | Time: 3353.06 ms
[2022-03-12 05:31:25 main:574] : INFO : Epoch 1760 | loss: 0.0310969 | val_loss: 0.0312136 | Time: 3286.14 ms
[2022-03-12 05:31:28 main:574] : INFO : Epoch 1761 | loss: 0.0310909 | val_loss: 0.0312144 | Time: 3235.84 ms
[2022-03-12 05:31:31 main:574] : INFO : Epoch 1762 | loss: 0.0310915 | val_loss: 0.0312275 | Time: 3322.63 ms
[2022-03-12 05:31:35 main:574] : INFO : Epoch 1763 | loss: 0.031086 | val_loss: 0.0312216 | Time: 3332.12 ms
[2022-03-12 05:31:38 main:574] : INFO : Epoch 1764 | loss: 0.0310813 | val_loss: 0.0312146 | Time: 3263.36 ms
[2022-03-12 05:31:41 main:574] : INFO : Epoch 1765 | loss: 0.0310813 | val_loss: 0.0312067 | Time: 3259.97 ms
[2022-03-12 05:31:45 main:574] : INFO : Epoch 1766 | loss: 0.031083 | val_loss: 0.0312184 | Time: 3284.05 ms
[2022-03-12 05:31:48 main:574] : INFO : Epoch 1767 | loss: 0.0310831 | val_loss: 0.0312055 | Time: 3288.6 ms
[2022-03-12 05:31:51 main:574] : INFO : Epoch 1768 | loss: 0.0310874 | val_loss: 0.0312088 | Time: 3277.7 ms
[2022-03-12 05:31:54 main:574] : INFO : Epoch 1769 | loss: 0.0310872 | val_loss: 0.0312116 | Time: 3288.02 ms
[2022-03-12 05:31:58 main:574] : INFO : Epoch 1770 | loss: 0.0310799 | val_loss: 0.0312237 | Time: 3325.18 ms
[2022-03-12 05:32:01 main:574] : INFO : Epoch 1771 | loss: 0.0310768 | val_loss: 0.0312236 | Time: 3312.72 ms
[2022-03-12 05:32:04 main:574] : INFO : Epoch 1772 | loss: 0.031081 | val_loss: 0.0312279 | Time: 3230.33 ms
[2022-03-12 05:32:08 main:574] : INFO : Epoch 1773 | loss: 0.0310832 | val_loss: 0.0312296 | Time: 3333.99 ms
[2022-03-12 05:32:11 main:574] : INFO : Epoch 1774 | loss: 0.0310837 | val_loss: 0.0312272 | Time: 3269.35 ms
[2022-03-12 05:32:14 main:574] : INFO : Epoch 1775 | loss: 0.0310783 | val_loss: 0.0312359 | Time: 3262.19 ms
[2022-03-12 05:32:18 main:574] : INFO : Epoch 1776 | loss: 0.0310846 | val_loss: 0.0312085 | Time: 3347.09 ms
[2022-03-12 05:32:21 main:574] : INFO : Epoch 1777 | loss: 0.0310808 | val_loss: 0.0312327 | Time: 3296.2 ms
[2022-03-12 05:32:24 main:574] : INFO : Epoch 1778 | loss: 0.0310834 | val_loss: 0.0312281 | Time: 3332.91 ms
[2022-03-12 05:32:27 main:574] : INFO : Epoch 1779 | loss: 0.0310799 | val_loss: 0.0312218 | Time: 3263.66 ms
[2022-03-12 05:32:31 main:574] : INFO : Epoch 1780 | loss: 0.031088 | val_loss: 0.0312219 | Time: 3325.55 ms
[2022-03-12 05:32:34 main:574] : INFO : Epoch 1781 | loss: 0.0310867 | val_loss: 0.031224 | Time: 3329.63 ms
[2022-03-12 05:32:37 main:574] : INFO : Epoch 1782 | loss: 0.0310865 | val_loss: 0.0312286 | Time: 3267.36 ms
[2022-03-12 05:32:41 main:574] : INFO : Epoch 1783 | loss: 0.0310801 | val_loss: 0.0312208 | Time: 3264.44 ms
[2022-03-12 05:32:44 main:574] : INFO : Epoch 1784 | loss: 0.0310781 | val_loss: 0.0312125 | Time: 3325.86 ms
[2022-03-12 05:32:47 main:574] : INFO : Epoch 1785 | loss: 0.031079 | val_loss: 0.0312181 | Time: 3320.23 ms
[2022-03-12 05:32:51 main:574] : INFO : Epoch 1786 | loss: 0.0310794 | val_loss: 0.0312092 | Time: 3358.79 ms
[2022-03-12 05:32:54 main:574] : INFO : Epoch 1787 | loss: 0.0310867 | val_loss: 0.0312167 | Time: 3233.89 ms
[2022-03-12 05:32:57 main:574] : INFO : Epoch 1788 | loss: 0.0310882 | val_loss: 0.0312157 | Time: 3366.49 ms
[2022-03-12 05:33:01 main:574] : INFO : Epoch 1789 | loss: 0.0310837 | val_loss: 0.0312264 | Time: 3273.28 ms
[2022-03-12 05:33:04 main:574] : INFO : Epoch 1790 | loss: 0.0310813 | val_loss: 0.0312253 | Time: 3349.04 ms
[2022-03-12 05:33:07 main:574] : INFO : Epoch 1791 | loss: 0.0310843 | val_loss: 0.0312371 | Time: 3303.84 ms
[2022-03-12 05:33:11 main:574] : INFO : Epoch 1792 | loss: 0.0310859 | val_loss: 0.0312213 | Time: 3288.81 ms
[2022-03-12 05:33:14 main:574] : INFO : Epoch 1793 | loss: 0.0310807 | val_loss: 0.0312223 | Time: 3308.22 ms
[2022-03-12 05:33:17 main:574] : INFO : Epoch 1794 | loss: 0.0310809 | val_loss: 0.0312355 | Time: 3296.82 ms
[2022-03-12 05:33:20 main:574] : INFO : Epoch 1795 | loss: 0.0310832 | val_loss: 0.031212 | Time: 3268.34 ms
[2022-03-12 05:33:24 main:574] : INFO : Epoch 1796 | loss: 0.0310789 | val_loss: 0.0312203 | Time: 3260.82 ms
[2022-03-12 05:33:27 main:574] : INFO : Epoch 1797 | loss: 0.0310781 | val_loss: 0.0312143 | Time: 3286.69 ms
[2022-03-12 05:33:30 main:574] : INFO : Epoch 1798 | loss: 0.0310802 | val_loss: 0.0312144 | Time: 3272.82 ms
[2022-03-12 05:33:34 main:574] : INFO : Epoch 1799 | loss: 0.0310788 | val_loss: 0.0312293 | Time: 3320.57 ms
[2022-03-12 05:33:37 main:574] : INFO : Epoch 1800 | loss: 0.0310772 | val_loss: 0.0312325 | Time: 3318.14 ms
[2022-03-12 05:33:40 main:574] : INFO : Epoch 1801 | loss: 0.0310794 | val_loss: 0.0312166 | Time: 3315.25 ms
[2022-03-12 05:33:44 main:574] : INFO : Epoch 1802 | loss: 0.031076 | val_loss: 0.0312146 | Time: 3343.21 ms
[2022-03-12 05:33:47 main:574] : INFO : Epoch 1803 | loss: 0.0310826 | val_loss: 0.0312108 | Time: 3292.41 ms
[2022-03-12 05:33:50 main:574] : INFO : Epoch 1804 | loss: 0.0310785 | val_loss: 0.0312207 | Time: 3330.22 ms
[2022-03-12 05:33:53 main:574] : INFO : Epoch 1805 | loss: 0.0310786 | val_loss: 0.0312283 | Time: 3310.33 ms
[2022-03-12 05:33:57 main:574] : INFO : Epoch 1806 | loss: 0.031076 | val_loss: 0.0312383 | Time: 3301.69 ms
[2022-03-12 05:34:00 main:574] : INFO : Epoch 1807 | loss: 0.0310778 | val_loss: 0.0312359 | Time: 3309.13 ms
[2022-03-12 05:34:03 main:574] : INFO : Epoch 1808 | loss: 0.0310821 | val_loss: 0.0312103 | Time: 3301.19 ms
[2022-03-12 05:34:07 main:574] : INFO : Epoch 1809 | loss: 0.0310799 | val_loss: 0.0312127 | Time: 3285.34 ms
[2022-03-12 05:34:10 main:574] : INFO : Epoch 1810 | loss: 0.031076 | val_loss: 0.0312211 | Time: 3268.28 ms
[2022-03-12 05:34:13 main:574] : INFO : Epoch 1811 | loss: 0.0310787 | val_loss: 0.0312239 | Time: 3293.13 ms
[2022-03-12 05:34:17 main:574] : INFO : Epoch 1812 | loss: 0.0310736 | val_loss: 0.0312379 | Time: 3306.03 ms
[2022-03-12 05:34:20 main:574] : INFO : Epoch 1813 | loss: 0.0310722 | val_loss: 0.0312223 | Time: 3286.82 ms
[2022-03-12 05:34:23 main:574] : INFO : Epoch 1814 | loss: 0.0310745 | val_loss: 0.0312335 | Time: 3252.5 ms
[2022-03-12 05:34:26 main:574] : INFO : Epoch 1815 | loss: 0.0310825 | val_loss: 0.0312059 | Time: 3297.58 ms
[2022-03-12 05:34:30 main:574] : INFO : Epoch 1816 | loss: 0.0310888 | val_loss: 0.0312196 | Time: 3324.03 ms
[2022-03-12 05:34:33 main:574] : INFO : Epoch 1817 | loss: 0.0310837 | val_loss: 0.0312213 | Time: 3317.23 ms
[2022-03-12 05:34:36 main:574] : INFO : Epoch 1818 | loss: 0.0310834 | val_loss: 0.0312205 | Time: 3266.17 ms
[2022-03-12 05:34:40 main:574] : INFO : Epoch 1819 | loss: 0.0310794 | val_loss: 0.0312219 | Time: 3323.33 ms
[2022-03-12 05:34:43 main:574] : INFO : Epoch 1820 | loss: 0.0310824 | val_loss: 0.0312156 | Time: 3281.07 ms
[2022-03-12 05:34:46 main:574] : INFO : Epoch 1821 | loss: 0.0310841 | val_loss: 0.0312195 | Time: 3297.73 ms
[2022-03-12 05:34:50 main:574] : INFO : Epoch 1822 | loss: 0.031087 | val_loss: 0.0312213 | Time: 3293.47 ms
[2022-03-12 05:34:53 main:574] : INFO : Epoch 1823 | loss: 0.0310826 | val_loss: 0.0312409 | Time: 3298.43 ms
[2022-03-12 05:34:56 main:574] : INFO : Epoch 1824 | loss: 0.0310807 | val_loss: 0.0312171 | Time: 3310.56 ms
[2022-03-12 05:35:00 main:574] : INFO : Epoch 1825 | loss: 0.0310936 | val_loss: 0.0312131 | Time: 3317.81 ms
[2022-03-12 05:35:03 main:574] : INFO : Epoch 1826 | loss: 0.0310842 | val_loss: 0.0312205 | Time: 3288.9 ms
[2022-03-12 05:35:06 main:574] : INFO : Epoch 1827 | loss: 0.0310768 | val_loss: 0.0312237 | Time: 3301.9 ms
[2022-03-12 05:35:09 main:574] : INFO : Epoch 1828 | loss: 0.0310738 | val_loss: 0.0312183 | Time: 3254.9 ms
[2022-03-12 05:35:13 main:574] : INFO : Epoch 1829 | loss: 0.0310768 | val_loss: 0.031227 | Time: 3326.85 ms
[2022-03-12 05:35:16 main:574] : INFO : Epoch 1830 | loss: 0.031072 | val_loss: 0.0312295 | Time: 3278.16 ms
[2022-03-12 05:35:19 main:574] : INFO : Epoch 1831 | loss: 0.0310756 | val_loss: 0.0312161 | Time: 3245.5 ms
[2022-03-12 05:35:23 main:574] : INFO : Epoch 1832 | loss: 0.0310779 | val_loss: 0.0312375 | Time: 3301.85 ms
[2022-03-12 05:35:26 main:574] : INFO : Epoch 1833 | loss: 0.0310876 | val_loss: 0.0312336 | Time: 3354.49 ms
[2022-03-12 05:35:29 main:574] : INFO : Epoch 1834 | loss: 0.031083 | val_loss: 0.031215 | Time: 3291.26 ms
[2022-03-12 05:35:33 main:574] : INFO : Epoch 1835 | loss: 0.0310811 | val_loss: 0.0312043 | Time: 3324.17 ms
[2022-03-12 05:35:36 main:574] : INFO : Epoch 1836 | loss: 0.0310858 | val_loss: 0.0312305 | Time: 3264.04 ms
[2022-03-12 05:35:39 main:574] : INFO : Epoch 1837 | loss: 0.0310797 | val_loss: 0.0312081 | Time: 3285.55 ms
[2022-03-12 05:35:42 main:574] : INFO : Epoch 1838 | loss: 0.0310787 | val_loss: 0.0312181 | Time: 3234.35 ms
[2022-03-12 05:35:46 main:574] : INFO : Epoch 1839 | loss: 0.03108 | val_loss: 0.0312229 | Time: 3304.45 ms
[2022-03-12 05:35:49 main:574] : INFO : Epoch 1840 | loss: 0.0310799 | val_loss: 0.031225 | Time: 3303.88 ms
[2022-03-12 05:35:52 main:574] : INFO : Epoch 1841 | loss: 0.0310768 | val_loss: 0.0312344 | Time: 3268.82 ms
[2022-03-12 05:35:55 main:574] : INFO : Epoch 1842 | loss: 0.0310826 | val_loss: 0.0312193 | Time: 3302.2 ms
[2022-03-12 05:35:59 main:574] : INFO : Epoch 1843 | loss: 0.0310772 | val_loss: 0.031227 | Time: 3291.88 ms
[2022-03-12 05:36:02 main:574] : INFO : Epoch 1844 | loss: 0.0310726 | val_loss: 0.0312163 | Time: 3267.74 ms
[2022-03-12 05:36:05 main:574] : INFO : Epoch 1845 | loss: 0.0310719 | val_loss: 0.0312195 | Time: 3290.15 ms
[2022-03-12 05:36:09 main:574] : INFO : Epoch 1846 | loss: 0.0310735 | val_loss: 0.031224 | Time: 3261.64 ms
[2022-03-12 05:36:12 main:574] : INFO : Epoch 1847 | loss: 0.0310739 | val_loss: 0.031227 | Time: 3305.71 ms
[2022-03-12 05:36:15 main:574] : INFO : Epoch 1848 | loss: 0.0310761 | val_loss: 0.0312239 | Time: 3312.11 ms
[2022-03-12 05:36:18 main:574] : INFO : Epoch 1849 | loss: 0.0310749 | val_loss: 0.0312267 | Time: 3225.54 ms
[2022-03-12 05:36:22 main:574] : INFO : Epoch 1850 | loss: 0.0310785 | val_loss: 0.0312218 | Time: 3295.86 ms
[2022-03-12 05:36:25 main:574] : INFO : Epoch 1851 | loss: 0.0310751 | val_loss: 0.0312335 | Time: 3272.52 ms
[2022-03-12 05:36:28 main:574] : INFO : Epoch 1852 | loss: 0.031082 | val_loss: 0.0312318 | Time: 3252.77 ms
[2022-03-12 05:36:32 main:574] : INFO : Epoch 1853 | loss: 0.0310773 | val_loss: 0.0312245 | Time: 3302.25 ms
[2022-03-12 05:36:35 main:574] : INFO : Epoch 1854 | loss: 0.0310787 | val_loss: 0.0312136 | Time: 3283.89 ms
[2022-03-12 05:36:38 main:574] : INFO : Epoch 1855 | loss: 0.0310785 | val_loss: 0.0312308 | Time: 3280 ms
[2022-03-12 05:36:41 main:574] : INFO : Epoch 1856 | loss: 0.0310742 | val_loss: 0.0312239 | Time: 3257.61 ms
[2022-03-12 05:36:45 main:574] : INFO : Epoch 1857 | loss: 0.0310802 | val_loss: 0.0312255 | Time: 3251.45 ms
[2022-03-12 05:36:48 main:574] : INFO : Epoch 1858 | loss: 0.0310829 | val_loss: 0.031227 | Time: 3282.63 ms
[2022-03-12 05:36:51 main:574] : INFO : Epoch 1859 | loss: 0.0310779 | val_loss: 0.031219 | Time: 3285.69 ms
[2022-03-12 05:36:55 main:574] : INFO : Epoch 1860 | loss: 0.0310848 | val_loss: 0.0312191 | Time: 3287.46 ms
[2022-03-12 05:36:58 main:574] : INFO : Epoch 1861 | loss: 0.0310862 | val_loss: 0.0312283 | Time: 3234.64 ms
[2022-03-12 05:37:01 main:574] : INFO : Epoch 1862 | loss: 0.0310758 | val_loss: 0.0312223 | Time: 3288.23 ms
[2022-03-12 05:37:04 main:574] : INFO : Epoch 1863 | loss: 0.0310797 | val_loss: 0.0312191 | Time: 3287.29 ms
[2022-03-12 05:37:08 main:574] : INFO : Epoch 1864 | loss: 0.0310789 | val_loss: 0.0312215 | Time: 3280.22 ms
[2022-03-12 05:37:11 main:574] : INFO : Epoch 1865 | loss: 0.0310807 | val_loss: 0.0312198 | Time: 3343.75 ms
[2022-03-12 05:37:14 main:574] : INFO : Epoch 1866 | loss: 0.0310804 | val_loss: 0.0312165 | Time: 3316.42 ms
[2022-03-12 05:37:18 main:574] : INFO : Epoch 1867 | loss: 0.031079 | val_loss: 0.0312248 | Time: 3311.75 ms
[2022-03-12 05:37:21 main:574] : INFO : Epoch 1868 | loss: 0.0310746 | val_loss: 0.0312248 | Time: 3266.29 ms
[2022-03-12 05:37:24 main:574] : INFO : Epoch 1869 | loss: 0.0310766 | val_loss: 0.0312169 | Time: 3286.46 ms
[2022-03-12 05:37:27 main:574] : INFO : Epoch 1870 | loss: 0.0310811 | val_loss: 0.031225 | Time: 3230.17 ms
[2022-03-12 05:37:31 main:574] : INFO : Epoch 1871 | loss: 0.0310793 | val_loss: 0.031236 | Time: 3298.44 ms
[2022-03-12 05:37:34 main:574] : INFO : Epoch 1872 | loss: 0.031075 | val_loss: 0.0312146 | Time: 3308.8 ms
[2022-03-12 05:37:37 main:574] : INFO : Epoch 1873 | loss: 0.0310831 | val_loss: 0.0312218 | Time: 3303.64 ms
[2022-03-12 05:37:41 main:574] : INFO : Epoch 1874 | loss: 0.0310801 | val_loss: 0.031226 | Time: 3307.18 ms
[2022-03-12 05:37:44 main:574] : INFO : Epoch 1875 | loss: 0.0310787 | val_loss: 0.0312178 | Time: 3304.39 ms
[2022-03-12 05:37:47 main:574] : INFO : Epoch 1876 | loss: 0.0310766 | val_loss: 0.0312385 | Time: 3262.51 ms
[2022-03-12 05:37:51 main:574] : INFO : Epoch 1877 | loss: 0.0310739 | val_loss: 0.0312271 | Time: 3337.8 ms
[2022-03-12 05:37:54 main:574] : INFO : Epoch 1878 | loss: 0.0310791 | val_loss: 0.0312192 | Time: 3265.88 ms
[2022-03-12 05:37:57 main:574] : INFO : Epoch 1879 | loss: 0.0310848 | val_loss: 0.0312189 | Time: 3340.96 ms
[2022-03-12 05:38:00 main:574] : INFO : Epoch 1880 | loss: 0.0310868 | val_loss: 0.0312004 | Time: 3246.55 ms
[2022-03-12 05:38:04 main:574] : INFO : Epoch 1881 | loss: 0.0310817 | val_loss: 0.0312363 | Time: 3281.35 ms
[2022-03-12 05:38:07 main:574] : INFO : Epoch 1882 | loss: 0.0310758 | val_loss: 0.0312242 | Time: 3272.1 ms
[2022-03-12 05:38:10 main:574] : INFO : Epoch 1883 | loss: 0.0310772 | val_loss: 0.031226 | Time: 3295.8 ms
[2022-03-12 05:38:14 main:574] : INFO : Epoch 1884 | loss: 0.0310768 | val_loss: 0.0312289 | Time: 3335.37 ms
[2022-03-12 05:38:17 main:574] : INFO : Epoch 1885 | loss: 0.0310722 | val_loss: 0.0312344 | Time: 3236.45 ms
[2022-03-12 05:38:20 main:574] : INFO : Epoch 1886 | loss: 0.0310727 | val_loss: 0.0312398 | Time: 3318.79 ms
[2022-03-12 05:38:24 main:574] : INFO : Epoch 1887 | loss: 0.0310726 | val_loss: 0.0312235 | Time: 3298.49 ms
[2022-03-12 05:38:27 main:574] : INFO : Epoch 1888 | loss: 0.0310755 | val_loss: 0.0312251 | Time: 3316.9 ms
[2022-03-12 05:38:30 main:574] : INFO : Epoch 1889 | loss: 0.031088 | val_loss: 0.0312205 | Time: 3225.51 ms
[2022-03-12 05:38:33 main:574] : INFO : Epoch 1890 | loss: 0.0310836 | val_loss: 0.0312122 | Time: 3278.01 ms
[2022-03-12 05:38:37 main:574] : INFO : Epoch 1891 | loss: 0.0310786 | val_loss: 0.0312297 | Time: 3267.38 ms
[2022-03-12 05:38:40 main:574] : INFO : Epoch 1892 | loss: 0.0310734 | val_loss: 0.0312317 | Time: 3296.23 ms
[2022-03-12 05:38:43 main:574] : INFO : Epoch 1893 | loss: 0.031072 | val_loss: 0.0312252 | Time: 3274.29 ms
[2022-03-12 05:38:47 main:574] : INFO : Epoch 1894 | loss: 0.0310722 | val_loss: 0.0312253 | Time: 3287.71 ms
[2022-03-12 05:38:50 main:574] : INFO : Epoch 1895 | loss: 0.0310741 | val_loss: 0.031218 | Time: 3300.65 ms
[2022-03-12 05:38:53 main:574] : INFO : Epoch 1896 | loss: 0.0310802 | val_loss: 0.0312161 | Time: 3301.18 ms
[2022-03-12 05:38:56 main:574] : INFO : Epoch 1897 | loss: 0.0310771 | val_loss: 0.0312278 | Time: 3279.87 ms
[2022-03-12 05:39:00 main:574] : INFO : Epoch 1898 | loss: 0.0310723 | val_loss: 0.0312346 | Time: 3355.2 ms
[2022-03-12 05:39:03 main:574] : INFO : Epoch 1899 | loss: 0.0310758 | val_loss: 0.0312191 | Time: 3285.69 ms
[2022-03-12 05:39:06 main:574] : INFO : Epoch 1900 | loss: 0.0310771 | val_loss: 0.0312298 | Time: 3323.24 ms
[2022-03-12 05:39:10 main:574] : INFO : Epoch 1901 | loss: 0.0310726 | val_loss: 0.0312398 | Time: 3281.73 ms
[2022-03-12 05:39:13 main:574] : INFO : Epoch 1902 | loss: 0.0310735 | val_loss: 0.0312185 | Time: 3324.35 ms
[2022-03-12 05:39:16 main:574] : INFO : Epoch 1903 | loss: 0.0310805 | val_loss: 0.0312211 | Time: 3265.81 ms
[2022-03-12 05:39:20 main:574] : INFO : Epoch 1904 | loss: 0.0310832 | val_loss: 0.0312311 | Time: 3262.18 ms
[2022-03-12 05:39:23 main:574] : INFO : Epoch 1905 | loss: 0.0310817 | val_loss: 0.0312227 | Time: 3312.79 ms
[2022-03-12 05:39:26 main:574] : INFO : Epoch 1906 | loss: 0.0310778 | val_loss: 0.0312173 | Time: 3245.9 ms
[2022-03-12 05:39:29 main:574] : INFO : Epoch 1907 | loss: 0.0310738 | val_loss: 0.0312239 | Time: 3348.84 ms
[2022-03-12 05:39:33 main:574] : INFO : Epoch 1908 | loss: 0.0310699 | val_loss: 0.0312333 | Time: 3280.48 ms
[2022-03-12 05:39:36 main:574] : INFO : Epoch 1909 | loss: 0.0310906 | val_loss: 0.0312203 | Time: 3335.3 ms
[2022-03-12 05:39:39 main:574] : INFO : Epoch 1910 | loss: 0.0310824 | val_loss: 0.0312145 | Time: 3280.52 ms
[2022-03-12 05:39:43 main:574] : INFO : Epoch 1911 | loss: 0.0310735 | val_loss: 0.0312279 | Time: 3370.85 ms
[2022-03-12 05:39:46 main:574] : INFO : Epoch 1912 | loss: 0.031072 | val_loss: 0.0312381 | Time: 3309.97 ms
[2022-03-12 05:39:49 main:574] : INFO : Epoch 1913 | loss: 0.0310778 | val_loss: 0.0312356 | Time: 3339.48 ms
[2022-03-12 05:39:53 main:574] : INFO : Epoch 1914 | loss: 0.0310778 | val_loss: 0.0312317 | Time: 3250.71 ms
[2022-03-12 05:39:56 main:574] : INFO : Epoch 1915 | loss: 0.0310688 | val_loss: 0.0312287 | Time: 3302.85 ms
[2022-03-12 05:39:59 main:574] : INFO : Epoch 1916 | loss: 0.0310676 | val_loss: 0.031235 | Time: 3287.17 ms
[2022-03-12 05:40:03 main:574] : INFO : Epoch 1917 | loss: 0.0310681 | val_loss: 0.0312373 | Time: 3343.24 ms
[2022-03-12 05:40:06 main:574] : INFO : Epoch 1918 | loss: 0.0310639 | val_loss: 0.0312293 | Time: 3298.13 ms
[2022-03-12 05:40:09 main:574] : INFO : Epoch 1919 | loss: 0.0310679 | val_loss: 0.0312273 | Time: 3269.5 ms
[2022-03-12 05:40:12 main:574] : INFO : Epoch 1920 | loss: 0.0310737 | val_loss: 0.0312381 | Time: 3282.87 ms
[2022-03-12 05:40:16 main:574] : INFO : Epoch 1921 | loss: 0.0310719 | val_loss: 0.0312169 | Time: 3272 ms
[2022-03-12 05:40:19 main:574] : INFO : Epoch 1922 | loss: 0.0310715 | val_loss: 0.0312168 | Time: 3349.85 ms
[2022-03-12 05:40:22 main:574] : INFO : Epoch 1923 | loss: 0.0310702 | val_loss: 0.0312547 | Time: 3278.75 ms
[2022-03-12 05:40:26 main:574] : INFO : Epoch 1924 | loss: 0.0310756 | val_loss: 0.0312494 | Time: 3294.66 ms
[2022-03-12 05:40:29 main:574] : INFO : Epoch 1925 | loss: 0.0310706 | val_loss: 0.0312405 | Time: 3293.16 ms
[2022-03-12 05:40:32 main:574] : INFO : Epoch 1926 | loss: 0.031068 | val_loss: 0.0312377 | Time: 3312.19 ms
[2022-03-12 05:40:36 main:574] : INFO : Epoch 1927 | loss: 0.0310702 | val_loss: 0.031231 | Time: 3267.23 ms
[2022-03-12 05:40:39 main:574] : INFO : Epoch 1928 | loss: 0.0310755 | val_loss: 0.0312199 | Time: 3356.29 ms
[2022-03-12 05:40:42 main:574] : INFO : Epoch 1929 | loss: 0.0310789 | val_loss: 0.0312163 | Time: 3232.18 ms
[2022-03-12 05:40:45 main:574] : INFO : Epoch 1930 | loss: 0.0310768 | val_loss: 0.031224 | Time: 3297.42 ms
[2022-03-12 05:40:49 main:574] : INFO : Epoch 1931 | loss: 0.0310801 | val_loss: 0.0312285 | Time: 3297.81 ms
[2022-03-12 05:40:52 main:574] : INFO : Epoch 1932 | loss: 0.0310707 | val_loss: 0.0312417 | Time: 3367.22 ms
[2022-03-12 05:40:55 main:574] : INFO : Epoch 1933 | loss: 0.0310778 | val_loss: 0.0312261 | Time: 3291.05 ms
[2022-03-12 05:40:59 main:574] : INFO : Epoch 1934 | loss: 0.031081 | val_loss: 0.031236 | Time: 3246.13 ms
[2022-03-12 05:41:02 main:574] : INFO : Epoch 1935 | loss: 0.0310779 | val_loss: 0.0312178 | Time: 3246.39 ms
[2022-03-12 05:41:05 main:574] : INFO : Epoch 1936 | loss: 0.0310732 | val_loss: 0.0312185 | Time: 3320.3 ms
[2022-03-12 05:41:09 main:574] : INFO : Epoch 1937 | loss: 0.0310717 | val_loss: 0.0312278 | Time: 3293.71 ms
[2022-03-12 05:41:12 main:574] : INFO : Epoch 1938 | loss: 0.0310743 | val_loss: 0.031214 | Time: 3287.24 ms
[2022-03-12 05:41:15 main:574] : INFO : Epoch 1939 | loss: 0.0310761 | val_loss: 0.0312222 | Time: 3293.63 ms
[2022-03-12 05:41:18 main:574] : INFO : Epoch 1940 | loss: 0.0310703 | val_loss: 0.0312217 | Time: 3240.2 ms
[2022-03-12 05:41:22 main:574] : INFO : Epoch 1941 | loss: 0.0310748 | val_loss: 0.0312211 | Time: 3279.96 ms
[2022-03-12 05:41:25 main:574] : INFO : Epoch 1942 | loss: 0.0310694 | val_loss: 0.0312348 | Time: 3312.86 ms
[2022-03-12 05:41:28 main:574] : INFO : Epoch 1943 | loss: 0.0310681 | val_loss: 0.0312242 | Time: 3302.6 ms
[2022-03-12 05:41:32 main:574] : INFO : Epoch 1944 | loss: 0.0310722 | val_loss: 0.0312175 | Time: 3293.93 ms
[2022-03-12 05:41:35 main:574] : INFO : Epoch 1945 | loss: 0.031071 | val_loss: 0.0312444 | Time: 3279.14 ms
[2022-03-12 05:41:38 main:574] : INFO : Epoch 1946 | loss: 0.0310659 | val_loss: 0.0312394 | Time: 3321.61 ms
[2022-03-12 05:41:41 main:574] : INFO : Epoch 1947 | loss: 0.0310703 | val_loss: 0.0312415 | Time: 3272.25 ms
[2022-03-12 05:41:45 main:574] : INFO : Epoch 1948 | loss: 0.0310713 | val_loss: 0.0312382 | Time: 3325.78 ms
[2022-03-12 05:41:48 main:574] : INFO : Epoch 1949 | loss: 0.0310706 | val_loss: 0.0312273 | Time: 3326.38 ms
[2022-03-12 05:41:51 main:574] : INFO : Epoch 1950 | loss: 0.0310819 | val_loss: 0.031222 | Time: 3314.6 ms
[2022-03-12 05:41:55 main:574] : INFO : Epoch 1951 | loss: 0.0310824 | val_loss: 0.0312279 | Time: 3273.77 ms
[2022-03-12 05:41:58 main:574] : INFO : Epoch 1952 | loss: 0.0310783 | val_loss: 0.0312303 | Time: 3242.55 ms
[2022-03-12 05:42:01 main:574] : INFO : Epoch 1953 | loss: 0.0310685 | val_loss: 0.0312229 | Time: 3291.42 ms
[2022-03-12 05:42:05 main:574] : INFO : Epoch 1954 | loss: 0.0310692 | val_loss: 0.031238 | Time: 3293.49 ms
[2022-03-12 05:42:08 main:574] : INFO : Epoch 1955 | loss: 0.0310691 | val_loss: 0.031238 | Time: 3286.89 ms
[2022-03-12 05:42:11 main:574] : INFO : Epoch 1956 | loss: 0.0310763 | val_loss: 0.0312248 | Time: 3264.08 ms
[2022-03-12 05:42:14 main:574] : INFO : Epoch 1957 | loss: 0.0310662 | val_loss: 0.0312327 | Time: 3281.8 ms
[2022-03-12 05:42:18 main:574] : INFO : Epoch 1958 | loss: 0.0310654 | val_loss: 0.0312369 | Time: 3258.01 ms
[2022-03-12 05:42:21 main:574] : INFO : Epoch 1959 | loss: 0.0310688 | val_loss: 0.0312534 | Time: 3318.61 ms
[2022-03-12 05:42:24 main:574] : INFO : Epoch 1960 | loss: 0.0310787 | val_loss: 0.0312244 | Time: 3361.4 ms
[2022-03-12 05:42:28 main:574] : INFO : Epoch 1961 | loss: 0.031076 | val_loss: 0.0312227 | Time: 3270.47 ms
[2022-03-12 05:42:31 main:574] : INFO : Epoch 1962 | loss: 0.0310733 | val_loss: 0.0312355 | Time: 3316.2 ms
[2022-03-12 05:42:34 main:574] : INFO : Epoch 1963 | loss: 0.0310721 | val_loss: 0.0312153 | Time: 3335.66 ms
[2022-03-12 05:42:38 main:574] : INFO : Epoch 1964 | loss: 0.0310745 | val_loss: 0.0312088 | Time: 3313.44 ms
[2022-03-12 05:42:41 main:574] : INFO : Epoch 1965 | loss: 0.0310698 | val_loss: 0.0312313 | Time: 3221.29 ms
[2022-03-12 05:42:44 main:574] : INFO : Epoch 1966 | loss: 0.0310686 | val_loss: 0.0312224 | Time: 3288.03 ms
[2022-03-12 05:42:47 main:574] : INFO : Epoch 1967 | loss: 0.0310683 | val_loss: 0.0312223 | Time: 3297.44 ms
[2022-03-12 05:42:51 main:574] : INFO : Epoch 1968 | loss: 0.0310612 | val_loss: 0.031238 | Time: 3315.91 ms
[2022-03-12 05:42:54 main:574] : INFO : Epoch 1969 | loss: 0.0310676 | val_loss: 0.0312531 | Time: 3282.29 ms
[2022-03-12 05:42:57 main:574] : INFO : Epoch 1970 | loss: 0.0310645 | val_loss: 0.0312329 | Time: 3273.76 ms
[2022-03-12 05:43:01 main:574] : INFO : Epoch 1971 | loss: 0.0310658 | val_loss: 0.0312412 | Time: 3342.49 ms
[2022-03-12 05:43:04 main:574] : INFO : Epoch 1972 | loss: 0.031084 | val_loss: 0.0312205 | Time: 3302.8 ms
[2022-03-12 05:43:07 main:574] : INFO : Epoch 1973 | loss: 0.0310738 | val_loss: 0.0312205 | Time: 3247.32 ms
[2022-03-12 05:43:10 main:574] : INFO : Epoch 1974 | loss: 0.0310648 | val_loss: 0.0312468 | Time: 3289.08 ms
[2022-03-12 05:43:14 main:574] : INFO : Epoch 1975 | loss: 0.031064 | val_loss: 0.0312295 | Time: 3323.79 ms
[2022-03-12 05:43:17 main:574] : INFO : Epoch 1976 | loss: 0.0310649 | val_loss: 0.0312364 | Time: 3279.03 ms
[2022-03-12 05:43:20 main:574] : INFO : Epoch 1977 | loss: 0.0310727 | val_loss: 0.0312187 | Time: 3301.8 ms
[2022-03-12 05:43:24 main:574] : INFO : Epoch 1978 | loss: 0.0310739 | val_loss: 0.0312132 | Time: 3259.45 ms
[2022-03-12 05:43:27 main:574] : INFO : Epoch 1979 | loss: 0.0310736 | val_loss: 0.0312269 | Time: 3273.36 ms
[2022-03-12 05:43:30 main:574] : INFO : Epoch 1980 | loss: 0.0310718 | val_loss: 0.0312272 | Time: 3289.61 ms
[2022-03-12 05:43:34 main:574] : INFO : Epoch 1981 | loss: 0.0310661 | val_loss: 0.031232 | Time: 3335.97 ms
[2022-03-12 05:43:37 main:574] : INFO : Epoch 1982 | loss: 0.0310746 | val_loss: 0.0312293 | Time: 3262.62 ms
[2022-03-12 05:43:40 main:574] : INFO : Epoch 1983 | loss: 0.0310721 | val_loss: 0.0312369 | Time: 3253.68 ms
[2022-03-12 05:43:43 main:574] : INFO : Epoch 1984 | loss: 0.0310681 | val_loss: 0.0312217 | Time: 3263.42 ms
[2022-03-12 05:43:47 main:574] : INFO : Epoch 1985 | loss: 0.0310679 | val_loss: 0.031241 | Time: 3243.9 ms
[2022-03-12 05:43:50 main:574] : INFO : Epoch 1986 | loss: 0.0310683 | val_loss: 0.0312257 | Time: 3285.08 ms
[2022-03-12 05:43:53 main:574] : INFO : Epoch 1987 | loss: 0.0310686 | val_loss: 0.0312311 | Time: 3304.14 ms
[2022-03-12 05:43:56 main:574] : INFO : Epoch 1988 | loss: 0.0310666 | val_loss: 0.0312211 | Time: 3303.9 ms
[2022-03-12 05:44:00 main:574] : INFO : Epoch 1989 | loss: 0.0310678 | val_loss: 0.0312619 | Time: 3310.91 ms
[2022-03-12 05:44:03 main:574] : INFO : Epoch 1990 | loss: 0.0310698 | val_loss: 0.0312442 | Time: 3324.81 ms
[2022-03-12 05:44:06 main:574] : INFO : Epoch 1991 | loss: 0.0310616 | val_loss: 0.0312382 | Time: 3261.58 ms
[2022-03-12 05:44:10 main:574] : INFO : Epoch 1992 | loss: 0.031063 | val_loss: 0.0312459 | Time: 3267.81 ms
[2022-03-12 05:44:13 main:574] : INFO : Epoch 1993 | loss: 0.0310723 | val_loss: 0.0312405 | Time: 3279.83 ms
[2022-03-12 05:44:16 main:574] : INFO : Epoch 1994 | loss: 0.0310724 | val_loss: 0.0312272 | Time: 2635.27 ms
[2022-03-12 05:44:18 main:574] : INFO : Epoch 1995 | loss: 0.0310655 | val_loss: 0.0312319 | Time: 2400.72 ms
[2022-03-12 05:44:20 main:574] : INFO : Epoch 1996 | loss: 0.0310666 | val_loss: 0.0312518 | Time: 2357.8 ms
[2022-03-12 05:44:23 main:574] : INFO : Epoch 1997 | loss: 0.0310692 | val_loss: 0.0312151 | Time: 2367.05 ms
[2022-03-12 05:44:25 main:574] : INFO : Epoch 1998 | loss: 0.0310711 | val_loss: 0.0312292 | Time: 2466.03 ms
[2022-03-12 05:44:28 main:574] : INFO : Epoch 1999 | loss: 0.0310714 | val_loss: 0.0312264 | Time: 2436.24 ms
[2022-03-12 05:44:31 main:574] : INFO : Epoch 2000 | loss: 0.0310719 | val_loss: 0.031222 | Time: 3287.57 ms
[2022-03-12 05:44:34 main:574] : INFO : Epoch 2001 | loss: 0.0310697 | val_loss: 0.0312379 | Time: 3266.03 ms
[2022-03-12 05:44:38 main:574] : INFO : Epoch 2002 | loss: 0.0310634 | val_loss: 0.0312289 | Time: 3272.24 ms
[2022-03-12 05:44:41 main:574] : INFO : Epoch 2003 | loss: 0.0310609 | val_loss: 0.0312256 | Time: 3333.2 ms
[2022-03-12 05:44:44 main:574] : INFO : Epoch 2004 | loss: 0.0310665 | val_loss: 0.0312308 | Time: 3242.82 ms
[2022-03-12 05:44:47 main:574] : INFO : Epoch 2005 | loss: 0.031066 | val_loss: 0.0312215 | Time: 3299.78 ms
[2022-03-12 05:44:51 main:574] : INFO : Epoch 2006 | loss: 0.0310711 | val_loss: 0.031253 | Time: 3310.99 ms
[2022-03-12 05:44:54 main:574] : INFO : Epoch 2007 | loss: 0.0310694 | val_loss: 0.0312335 | Time: 3276.62 ms
[2022-03-12 05:44:57 main:574] : INFO : Epoch 2008 | loss: 0.0310639 | val_loss: 0.0312286 | Time: 3332.25 ms
[2022-03-12 05:45:01 main:574] : INFO : Epoch 2009 | loss: 0.031072 | val_loss: 0.0312324 | Time: 3283.45 ms
[2022-03-12 05:45:04 main:574] : INFO : Epoch 2010 | loss: 0.0310675 | val_loss: 0.0312308 | Time: 3285.63 ms
[2022-03-12 05:45:07 main:574] : INFO : Epoch 2011 | loss: 0.0310657 | val_loss: 0.0312377 | Time: 3281.38 ms
[2022-03-12 05:45:11 main:574] : INFO : Epoch 2012 | loss: 0.0310713 | val_loss: 0.0312295 | Time: 3295.47 ms
[2022-03-12 05:45:14 main:574] : INFO : Epoch 2013 | loss: 0.0310681 | val_loss: 0.0312372 | Time: 3266.99 ms
[2022-03-12 05:45:17 main:574] : INFO : Epoch 2014 | loss: 0.0310715 | val_loss: 0.0312317 | Time: 3292.3 ms
[2022-03-12 05:45:20 main:574] : INFO : Epoch 2015 | loss: 0.0310706 | val_loss: 0.031225 | Time: 3244.44 ms
[2022-03-12 05:45:24 main:574] : INFO : Epoch 2016 | loss: 0.0310707 | val_loss: 0.0312495 | Time: 3301.54 ms
[2022-03-12 05:45:27 main:574] : INFO : Epoch 2017 | loss: 0.0310671 | val_loss: 0.0312372 | Time: 3263.33 ms
[2022-03-12 05:45:30 main:574] : INFO : Epoch 2018 | loss: 0.0310682 | val_loss: 0.0312327 | Time: 3329.27 ms
[2022-03-12 05:45:34 main:574] : INFO : Epoch 2019 | loss: 0.031068 | val_loss: 0.0312329 | Time: 3280.03 ms
[2022-03-12 05:45:37 main:574] : INFO : Epoch 2020 | loss: 0.0310646 | val_loss: 0.031239 | Time: 3311.83 ms
[2022-03-12 05:45:40 main:574] : INFO : Epoch 2021 | loss: 0.0310756 | val_loss: 0.0312207 | Time: 3289.26 ms
[2022-03-12 05:45:43 main:574] : INFO : Epoch 2022 | loss: 0.0310699 | val_loss: 0.0312219 | Time: 3292.61 ms
[2022-03-12 05:45:47 main:574] : INFO : Epoch 2023 | loss: 0.0310682 | val_loss: 0.0312322 | Time: 3326.7 ms
[2022-03-12 05:45:50 main:574] : INFO : Epoch 2024 | loss: 0.0310677 | val_loss: 0.0312256 | Time: 3315.13 ms
[2022-03-12 05:45:53 main:574] : INFO : Epoch 2025 | loss: 0.0310687 | val_loss: 0.0312275 | Time: 3319.43 ms
[2022-03-12 05:45:57 main:574] : INFO : Epoch 2026 | loss: 0.0310645 | val_loss: 0.0312452 | Time: 3278.09 ms
[2022-03-12 05:46:00 main:574] : INFO : Epoch 2027 | loss: 0.0310651 | val_loss: 0.031249 | Time: 3314.51 ms
[2022-03-12 05:46:03 main:574] : INFO : Epoch 2028 | loss: 0.0310606 | val_loss: 0.0312299 | Time: 3306.67 ms
[2022-03-12 05:46:07 main:574] : INFO : Epoch 2029 | loss: 0.0310613 | val_loss: 0.0312298 | Time: 3336.19 ms
[2022-03-12 05:46:10 main:574] : INFO : Epoch 2030 | loss: 0.0310585 | val_loss: 0.0312501 | Time: 3245.28 ms
[2022-03-12 05:46:13 main:574] : INFO : Epoch 2031 | loss: 0.0310622 | val_loss: 0.0312362 | Time: 3264.54 ms
[2022-03-12 05:46:16 main:574] : INFO : Epoch 2032 | loss: 0.0310653 | val_loss: 0.0312353 | Time: 3264.37 ms
[2022-03-12 05:46:20 main:574] : INFO : Epoch 2033 | loss: 0.0310635 | val_loss: 0.0312284 | Time: 3307.63 ms
[2022-03-12 05:46:23 main:574] : INFO : Epoch 2034 | loss: 0.0310635 | val_loss: 0.0312434 | Time: 3337.31 ms
[2022-03-12 05:46:26 main:574] : INFO : Epoch 2035 | loss: 0.031069 | val_loss: 0.0312256 | Time: 3326.88 ms
[2022-03-12 05:46:30 main:574] : INFO : Epoch 2036 | loss: 0.0310702 | val_loss: 0.0312412 | Time: 3260.53 ms
[2022-03-12 05:46:33 main:574] : INFO : Epoch 2037 | loss: 0.0310729 | val_loss: 0.0312343 | Time: 3322.93 ms
[2022-03-12 05:46:36 main:574] : INFO : Epoch 2038 | loss: 0.0310668 | val_loss: 0.0312438 | Time: 3284 ms
[2022-03-12 05:46:40 main:574] : INFO : Epoch 2039 | loss: 0.031063 | val_loss: 0.0312463 | Time: 3291.41 ms
[2022-03-12 05:46:43 main:574] : INFO : Epoch 2040 | loss: 0.0310645 | val_loss: 0.0312293 | Time: 3234.97 ms
[2022-03-12 05:46:46 main:574] : INFO : Epoch 2041 | loss: 0.0310565 | val_loss: 0.0312411 | Time: 3276.07 ms
[2022-03-12 05:46:49 main:574] : INFO : Epoch 2042 | loss: 0.0310656 | val_loss: 0.0312379 | Time: 3288.37 ms
[2022-03-12 05:46:53 main:574] : INFO : Epoch 2043 | loss: 0.0310689 | val_loss: 0.0312422 | Time: 3324.07 ms
[2022-03-12 05:46:56 main:574] : INFO : Epoch 2044 | loss: 0.0310692 | val_loss: 0.0312441 | Time: 3299.67 ms
[2022-03-12 05:46:59 main:574] : INFO : Epoch 2045 | loss: 0.0310674 | val_loss: 0.031232 | Time: 3338.14 ms
[2022-03-12 05:47:03 main:574] : INFO : Epoch 2046 | loss: 0.0310689 | val_loss: 0.0312259 | Time: 3310.55 ms
[2022-03-12 05:47:06 main:574] : INFO : Epoch 2047 | loss: 0.0310718 | val_loss: 0.0312473 | Time: 3319.34 ms
[2022-03-12 05:47:09 main:574] : INFO : Epoch 2048 | loss: 0.0310693 | val_loss: 0.0312403 | Time: 3266.18 ms
[2022-03-12 05:47:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312403
[2022-03-12 05:47:09 main:603] : INFO : Saving end state to config to file
[2022-03-12 05:47:09 main:608] : INFO : Success, exiting..
05:47:09 (12576): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)