Task 5699579
| Name | ParityMachine-1624824448-10731-1_0 |
| Workunit | 3536485 |
| Created | 7 Jul 2021, 10:02:12 UTC |
| Sent | 11 Jul 2021, 22:21:54 UTC |
| Report deadline | 18 Jul 2021, 22:21:54 UTC |
| Received | 12 Jul 2021, 0:12:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 1 hours 50 min 9 sec |
| CPU time | 1 hours 47 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :45:04 main:574] : INFO : Epoch 1542 | loss: 0.0310844 | val_loss: 0.0311391 | Time: 3200.43 ms [2021-07-12 01:45:07 main:574] : INFO : Epoch 1543 | loss: 0.0310857 | val_loss: 0.0311386 | Time: 3210.87 ms [2021-07-12 01:45:10 main:574] : INFO : Epoch 1544 | loss: 0.0310811 | val_loss: 0.0311363 | Time: 3212.75 ms [2021-07-12 01:45:14 main:574] : INFO : Epoch 1545 | loss: 0.0310836 | val_loss: 0.0311353 | Time: 3203.33 ms [2021-07-12 01:45:17 main:574] : INFO : Epoch 1546 | loss: 0.0310829 | val_loss: 0.0311361 | Time: 3205.68 ms [2021-07-12 01:45:20 main:574] : INFO : Epoch 1547 | loss: 0.0310818 | val_loss: 0.0311343 | Time: 3236.87 ms [2021-07-12 01:45:23 main:574] : INFO : Epoch 1548 | loss: 0.0310936 | val_loss: 0.0311442 | Time: 3201.3 ms [2021-07-12 01:45:26 main:574] : INFO : Epoch 1549 | loss: 0.0311187 | val_loss: 0.0311364 | Time: 3217.79 ms [2021-07-12 01:45:30 main:574] : INFO : Epoch 1550 | loss: 0.0311102 | val_loss: 0.0311362 | Time: 3270.05 ms [2021-07-12 01:45:33 main:574] : INFO : Epoch 1551 | loss: 0.0311092 | val_loss: 0.0311355 | Time: 3240.49 ms [2021-07-12 01:45:36 main:574] : INFO : Epoch 1552 | loss: 0.0311049 | val_loss: 0.0311365 | Time: 3208.98 ms [2021-07-12 01:45:39 main:574] : INFO : Epoch 1553 | loss: 0.0311009 | val_loss: 0.0311358 | Time: 3208.95 ms [2021-07-12 01:45:43 main:574] : INFO : Epoch 1554 | loss: 0.0310985 | val_loss: 0.0311372 | Time: 3222.79 ms [2021-07-12 01:45:46 main:574] : INFO : Epoch 1555 | loss: 0.0310981 | val_loss: 0.0311327 | Time: 3214.97 ms [2021-07-12 01:45:49 main:574] : INFO : Epoch 1556 | loss: 0.0310971 | val_loss: 0.0311371 | Time: 3208.95 ms [2021-07-12 01:45:52 main:574] : INFO : Epoch 1557 | loss: 0.0311017 | val_loss: 0.0311405 | Time: 3216.86 ms [2021-07-12 01:45:56 main:574] : INFO : Epoch 1558 | loss: 0.0311023 | val_loss: 0.0311386 | Time: 3197.08 ms [2021-07-12 01:45:59 main:574] : INFO : Epoch 1559 | loss: 0.0311023 | val_loss: 0.0311344 | Time: 3230.54 ms [2021-07-12 01:46:02 main:574] : INFO : Epoch 1560 | loss: 0.0311044 | val_loss: 0.0311292 | Time: 3231.19 ms [2021-07-12 01:46:05 main:574] : INFO : Epoch 1561 | loss: 0.0311 | val_loss: 0.0311338 | Time: 3207.73 ms [2021-07-12 01:46:08 main:574] : INFO : Epoch 1562 | loss: 0.0310992 | val_loss: 0.0311308 | Time: 3237.28 ms [2021-07-12 01:46:12 main:574] : INFO : Epoch 1563 | loss: 0.0310978 | val_loss: 0.0311309 | Time: 3217.81 ms [2021-07-12 01:46:15 main:574] : INFO : Epoch 1564 | loss: 0.0310958 | val_loss: 0.0311251 | Time: 3219.68 ms [2021-07-12 01:46:18 main:574] : INFO : Epoch 1565 | loss: 0.031093 | val_loss: 0.0311298 | Time: 3231.12 ms [2021-07-12 01:46:21 main:574] : INFO : Epoch 1566 | loss: 0.0311003 | val_loss: 0.0311312 | Time: 3247.12 ms [2021-07-12 01:46:25 main:574] : INFO : Epoch 1567 | loss: 0.0310986 | val_loss: 0.0311328 | Time: 3244.08 ms [2021-07-12 01:46:28 main:574] : INFO : Epoch 1568 | loss: 0.0310957 | val_loss: 0.0311329 | Time: 3219.66 ms [2021-07-12 01:46:31 main:574] : INFO : Epoch 1569 | loss: 0.0310955 | val_loss: 0.0311379 | Time: 3212.89 ms [2021-07-12 01:46:34 main:574] : INFO : Epoch 1570 | loss: 0.0311065 | val_loss: 0.0311309 | Time: 3244.31 ms [2021-07-12 01:46:38 main:574] : INFO : Epoch 1571 | loss: 0.0311023 | val_loss: 0.0311292 | Time: 3220.98 ms [2021-07-12 01:46:41 main:574] : INFO : Epoch 1572 | loss: 0.0311033 | val_loss: 0.0311309 | Time: 3209.97 ms [2021-07-12 01:46:44 main:574] : INFO : Epoch 1573 | loss: 0.0310992 | val_loss: 0.0311339 | Time: 3214.86 ms [2021-07-12 01:46:47 main:574] : INFO : Epoch 1574 | loss: 0.0310949 | val_loss: 0.0311332 | Time: 3211.4 ms [2021-07-12 01:46:50 main:574] : INFO : Epoch 1575 | loss: 0.0310943 | val_loss: 0.0311408 | Time: 3223.61 ms [2021-07-12 01:46:54 main:574] : INFO : Epoch 1576 | loss: 0.0310953 | val_loss: 0.0311322 | Time: 3210.16 ms [2021-07-12 01:46:57 main:574] : INFO : Epoch 1577 | loss: 0.0310966 | val_loss: 0.0311301 | Time: 3202.89 ms [2021-07-12 01:47:00 main:574] : INFO : Epoch 1578 | loss: 0.0310931 | val_loss: 0.0311311 | Time: 3234.69 ms [2021-07-12 01:47:03 main:574] : INFO : Epoch 1579 | loss: 0.0310907 | val_loss: 0.0311337 | Time: 3207.75 ms [2021-07-12 01:47:07 main:574] : INFO : Epoch 1580 | loss: 0.0310916 | val_loss: 0.0311314 | Time: 3210.01 ms [2021-07-12 01:47:10 main:574] : INFO : Epoch 1581 | loss: 0.0310891 | val_loss: 0.0311325 | Time: 3229.56 ms [2021-07-12 01:47:13 main:574] : INFO : Epoch 1582 | loss: 0.0310877 | val_loss: 0.0311339 | Time: 3236.74 ms [2021-07-12 01:47:16 main:574] : INFO : Epoch 1583 | loss: 0.0310876 | val_loss: 0.0311338 | Time: 3238 ms [2021-07-12 01:47:20 main:574] : INFO : Epoch 1584 | loss: 0.0310901 | val_loss: 0.031132 | Time: 3249.66 ms [2021-07-12 01:47:23 main:574] : INFO : Epoch 1585 | loss: 0.0310887 | val_loss: 0.0311307 | Time: 3226.43 ms [2021-07-12 01:47:26 main:574] : INFO : Epoch 1586 | loss: 0.0310896 | val_loss: 0.0311325 | Time: 3196.46 ms [2021-07-12 01:47:29 main:574] : INFO : Epoch 1587 | loss: 0.0310896 | val_loss: 0.0311345 | Time: 3227.66 ms [2021-07-12 01:47:32 main:574] : INFO : Epoch 1588 | loss: 0.0310921 | val_loss: 0.0311319 | Time: 3215.38 ms [2021-07-12 01:47:36 main:574] : INFO : Epoch 1589 | loss: 0.0310894 | val_loss: 0.0311362 | Time: 3180.41 ms [2021-07-12 01:47:39 main:574] : INFO : Epoch 1590 | loss: 0.0310895 | val_loss: 0.0311314 | Time: 3211.42 ms [2021-07-12 01:47:42 main:574] : INFO : Epoch 1591 | loss: 0.0310847 | val_loss: 0.0311274 | Time: 3239.61 ms [2021-07-12 01:47:45 main:574] : INFO : Epoch 1592 | loss: 0.0310846 | val_loss: 0.0311286 | Time: 3240.05 ms [2021-07-12 01:47:49 main:574] : INFO : Epoch 1593 | loss: 0.031087 | val_loss: 0.0311316 | Time: 3222.16 ms [2021-07-12 01:47:52 main:574] : INFO : Epoch 1594 | loss: 0.031091 | val_loss: 0.031131 | Time: 3192.7 ms [2021-07-12 01:47:55 main:574] : INFO : Epoch 1595 | loss: 0.0310888 | val_loss: 0.0311301 | Time: 3212.59 ms [2021-07-12 01:47:58 main:574] : INFO : Epoch 1596 | loss: 0.0310897 | val_loss: 0.0311263 | Time: 3184.32 ms [2021-07-12 01:48:01 main:574] : INFO : Epoch 1597 | loss: 0.0310882 | val_loss: 0.0311298 | Time: 3241.58 ms [2021-07-12 01:48:05 main:574] : INFO : Epoch 1598 | loss: 0.0310865 | val_loss: 0.0311308 | Time: 3224.03 ms [2021-07-12 01:48:08 main:574] : INFO : Epoch 1599 | loss: 0.0310849 | val_loss: 0.0311283 | Time: 3222.19 ms [2021-07-12 01:48:11 main:574] : INFO : Epoch 1600 | loss: 0.0310904 | val_loss: 0.0311342 | Time: 3213.46 ms [2021-07-12 01:48:14 main:574] : INFO : Epoch 1601 | loss: 0.0310876 | val_loss: 0.0311336 | Time: 3217.21 ms [2021-07-12 01:48:18 main:574] : INFO : Epoch 1602 | loss: 0.0310915 | val_loss: 0.0311291 | Time: 3232.64 ms [2021-07-12 01:48:21 main:574] : INFO : Epoch 1603 | loss: 0.0310947 | val_loss: 0.0311299 | Time: 3223.26 ms [2021-07-12 01:48:24 main:574] : INFO : Epoch 1604 | loss: 0.0310937 | val_loss: 0.0311294 | Time: 3228.84 ms [2021-07-12 01:48:27 main:574] : INFO : Epoch 1605 | loss: 0.0310925 | val_loss: 0.0311284 | Time: 3232.91 ms [2021-07-12 01:48:30 main:574] : INFO : Epoch 1606 | loss: 0.0310902 | val_loss: 0.0311277 | Time: 3236.81 ms [2021-07-12 01:48:34 main:574] : INFO : Epoch 1607 | loss: 0.0310912 | val_loss: 0.0311341 | Time: 3223.75 ms [2021-07-12 01:48:37 main:574] : INFO : Epoch 1608 | loss: 0.0310937 | val_loss: 0.0311273 | Time: 3227.92 ms [2021-07-12 01:48:40 main:574] : INFO : Epoch 1609 | loss: 0.0310942 | val_loss: 0.0311275 | Time: 3220.3 ms [2021-07-12 01:48:43 main:574] : INFO : Epoch 1610 | loss: 0.0310956 | val_loss: 0.031126 | Time: 3225.79 ms [2021-07-12 01:48:47 main:574] : INFO : Epoch 1611 | loss: 0.0310918 | val_loss: 0.0311268 | Time: 3216.41 ms [2021-07-12 01:48:50 main:574] : INFO : Epoch 1612 | loss: 0.0310902 | val_loss: 0.0311278 | Time: 3211.52 ms [2021-07-12 01:48:53 main:574] : INFO : Epoch 1613 | loss: 0.031091 | val_loss: 0.0311283 | Time: 3199.31 ms [2021-07-12 01:48:56 main:574] : INFO : Epoch 1614 | loss: 0.0310892 | val_loss: 0.0311329 | Time: 3234.39 ms [2021-07-12 01:49:00 main:574] : INFO : Epoch 1615 | loss: 0.0310891 | val_loss: 0.0311318 | Time: 3211.03 ms [2021-07-12 01:49:03 main:574] : INFO : Epoch 1616 | loss: 0.0310883 | val_loss: 0.0311314 | Time: 3256.11 ms [2021-07-12 01:49:06 main:574] : INFO : Epoch 1617 | loss: 0.0310872 | val_loss: 0.0311295 | Time: 3226.24 ms [2021-07-12 01:49:09 main:574] : INFO : Epoch 1618 | loss: 0.0310904 | val_loss: 0.0311328 | Time: 3229.58 ms [2021-07-12 01:49:12 main:574] : INFO : Epoch 1619 | loss: 0.031096 | val_loss: 0.0311358 | Time: 3229.65 ms [2021-07-12 01:49:16 main:574] : INFO : Epoch 1620 | loss: 0.0311114 | val_loss: 0.0311314 | Time: 3201.54 ms [2021-07-12 01:49:19 main:574] : INFO : Epoch 1621 | loss: 0.0311063 | val_loss: 0.0311326 | Time: 3216.43 ms [2021-07-12 01:49:22 main:574] : INFO : Epoch 1622 | loss: 0.0311039 | val_loss: 0.0311309 | Time: 3220.06 ms [2021-07-12 01:49:25 main:574] : INFO : Epoch 1623 | loss: 0.0310983 | val_loss: 0.0311287 | Time: 3246.43 ms [2021-07-12 01:49:29 main:574] : INFO : Epoch 1624 | loss: 0.0310947 | val_loss: 0.0311284 | Time: 3223.27 ms [2021-07-12 01:49:32 main:574] : INFO : Epoch 1625 | loss: 0.031094 | val_loss: 0.0311303 | Time: 3221.43 ms [2021-07-12 01:49:35 main:574] : INFO : Epoch 1626 | loss: 0.0310923 | val_loss: 0.03113 | Time: 3202.93 ms [2021-07-12 01:49:38 main:574] : INFO : Epoch 1627 | loss: 0.0310916 | val_loss: 0.0311313 | Time: 3226.92 ms [2021-07-12 01:49:41 main:574] : INFO : Epoch 1628 | loss: 0.0310898 | val_loss: 0.0311325 | Time: 3213.13 ms [2021-07-12 01:49:45 main:574] : INFO : Epoch 1629 | loss: 0.0310897 | val_loss: 0.0311379 | Time: 3224.72 ms [2021-07-12 01:49:48 main:574] : INFO : Epoch 1630 | loss: 0.0310876 | val_loss: 0.0311287 | Time: 3243.81 ms [2021-07-12 01:49:51 main:574] : INFO : Epoch 1631 | loss: 0.0310861 | val_loss: 0.0311353 | Time: 3230.94 ms [2021-07-12 01:49:54 main:574] : INFO : Epoch 1632 | loss: 0.0310865 | val_loss: 0.0311282 | Time: 3206.58 ms [2021-07-12 01:49:58 main:574] : INFO : Epoch 1633 | loss: 0.0310871 | val_loss: 0.03113 | Time: 3221.67 ms [2021-07-12 01:50:01 main:574] : INFO : Epoch 1634 | loss: 0.0310858 | val_loss: 0.0311317 | Time: 3220.64 ms [2021-07-12 01:50:04 main:574] : INFO : Epoch 1635 | loss: 0.0310856 | val_loss: 0.0311321 | Time: 3221.67 ms [2021-07-12 01:50:07 main:574] : INFO : Epoch 1636 | loss: 0.0310851 | val_loss: 0.0311308 | Time: 3203.67 ms [2021-07-12 01:50:11 main:574] : INFO : Epoch 1637 | loss: 0.0310854 | val_loss: 0.0311275 | Time: 3195.45 ms [2021-07-12 01:50:14 main:574] : INFO : Epoch 1638 | loss: 0.0310837 | val_loss: 0.0311338 | Time: 3193.56 ms [2021-07-12 01:50:17 main:574] : INFO : Epoch 1639 | loss: 0.0310888 | val_loss: 0.0311247 | Time: 3220.43 ms [2021-07-12 01:50:20 main:574] : INFO : Epoch 1640 | loss: 0.031086 | val_loss: 0.0311241 | Time: 3212.71 ms [2021-07-12 01:50:23 main:574] : INFO : Epoch 1641 | loss: 0.0310844 | val_loss: 0.0311285 | Time: 3244.06 ms [2021-07-12 01:50:27 main:574] : INFO : Epoch 1642 | loss: 0.0310861 | val_loss: 0.0311298 | Time: 3221.97 ms [2021-07-12 01:50:30 main:574] : INFO : Epoch 1643 | loss: 0.0310878 | val_loss: 0.0311347 | Time: 3208.29 ms [2021-07-12 01:50:33 main:574] : INFO : Epoch 1644 | loss: 0.0310875 | val_loss: 0.0311279 | Time: 3216.97 ms [2021-07-12 01:50:36 main:574] : INFO : Epoch 1645 | loss: 0.0310886 | val_loss: 0.0311309 | Time: 3220.55 ms [2021-07-12 01:50:40 main:574] : INFO : Epoch 1646 | loss: 0.0310871 | val_loss: 0.031127 | Time: 3221.52 ms [2021-07-12 01:50:43 main:574] : INFO : Epoch 1647 | loss: 0.0310843 | val_loss: 0.0311285 | Time: 3209.27 ms [2021-07-12 01:50:46 main:574] : INFO : Epoch 1648 | loss: 0.031083 | val_loss: 0.0311329 | Time: 3201.76 ms [2021-07-12 01:50:49 main:574] : INFO : Epoch 1649 | loss: 0.0310837 | val_loss: 0.031123 | Time: 3209.2 ms [2021-07-12 01:50:52 main:574] : INFO : Epoch 1650 | loss: 0.0310884 | val_loss: 0.0311253 | Time: 3217.7 ms [2021-07-12 01:50:56 main:574] : INFO : Epoch 1651 | loss: 0.0310891 | val_loss: 0.0311293 | Time: 3227.66 ms [2021-07-12 01:50:59 main:574] : INFO : Epoch 1652 | loss: 0.031084 | val_loss: 0.0311241 | Time: 3210.8 ms [2021-07-12 01:51:02 main:574] : INFO : Epoch 1653 | loss: 0.0310829 | val_loss: 0.0311309 | Time: 3201.67 ms [2021-07-12 01:51:05 main:574] : INFO : Epoch 1654 | loss: 0.0310836 | val_loss: 0.0311287 | Time: 3208.86 ms [2021-07-12 01:51:08 main:574] : INFO : Epoch 1655 | loss: 0.0310838 | val_loss: 0.0311304 | Time: 3205.24 ms [2021-07-12 01:51:12 main:574] : INFO : Epoch 1656 | loss: 0.0310833 | val_loss: 0.0311268 | Time: 3239.51 ms [2021-07-12 01:51:15 main:574] : INFO : Epoch 1657 | loss: 0.0310831 | val_loss: 0.0311246 | Time: 3215.48 ms [2021-07-12 01:51:18 main:574] : INFO : Epoch 1658 | loss: 0.0310823 | val_loss: 0.0311318 | Time: 3211.76 ms [2021-07-12 01:51:21 main:574] : INFO : Epoch 1659 | loss: 0.0310843 | val_loss: 0.031135 | Time: 3199.87 ms [2021-07-12 01:51:25 main:574] : INFO : Epoch 1660 | loss: 0.0310842 | val_loss: 0.0311449 | Time: 3204.06 ms [2021-07-12 01:51:28 main:574] : INFO : Epoch 1661 | loss: 0.0310855 | val_loss: 0.0311336 | Time: 3235.36 ms [2021-07-12 01:51:31 main:574] : INFO : Epoch 1662 | loss: 0.0310834 | val_loss: 0.0311253 | Time: 3251.15 ms [2021-07-12 01:51:34 main:574] : INFO : Epoch 1663 | loss: 0.0310815 | val_loss: 0.0311298 | Time: 3235.99 ms [2021-07-12 01:51:38 main:574] : INFO : Epoch 1664 | loss: 0.0310804 | val_loss: 0.0311268 | Time: 3204.13 ms [2021-07-12 01:51:41 main:574] : INFO : Epoch 1665 | loss: 0.0310815 | val_loss: 0.0311333 | Time: 3190.4 ms [2021-07-12 01:51:44 main:574] : INFO : Epoch 1666 | loss: 0.0310962 | val_loss: 0.0311262 | Time: 3213.05 ms [2021-07-12 01:51:47 main:574] : INFO : Epoch 1667 | loss: 0.0310966 | val_loss: 0.0311263 | Time: 3246.59 ms [2021-07-12 01:51:50 main:574] : INFO : Epoch 1668 | loss: 0.0310923 | val_loss: 0.0311238 | Time: 3205.92 ms [2021-07-12 01:51:54 main:574] : INFO : Epoch 1669 | loss: 0.0310926 | val_loss: 0.0311254 | Time: 3231.84 ms [2021-07-12 01:51:57 main:574] : INFO : Epoch 1670 | loss: 0.0310917 | val_loss: 0.031121 | Time: 3239.52 ms [2021-07-12 01:52:00 main:574] : INFO : Epoch 1671 | loss: 0.0310857 | val_loss: 0.0311291 | Time: 3224.44 ms [2021-07-12 01:52:03 main:574] : INFO : Epoch 1672 | loss: 0.0310921 | val_loss: 0.0311296 | Time: 3227.28 ms [2021-07-12 01:52:07 main:574] : INFO : Epoch 1673 | loss: 0.0310892 | val_loss: 0.0311333 | Time: 3219.14 ms [2021-07-12 01:52:10 main:574] : INFO : Epoch 1674 | loss: 0.0310844 | val_loss: 0.031129 | Time: 3237.23 ms [2021-07-12 01:52:13 main:574] : INFO : Epoch 1675 | loss: 0.031089 | val_loss: 0.0311302 | Time: 3252.47 ms [2021-07-12 01:52:16 main:574] : INFO : Epoch 1676 | loss: 0.0310907 | val_loss: 0.0311297 | Time: 3259.04 ms [2021-07-12 01:52:20 main:574] : INFO : Epoch 1677 | loss: 0.0310862 | val_loss: 0.0311285 | Time: 3244.15 ms [2021-07-12 01:52:23 main:574] : INFO : Epoch 1678 | loss: 0.0310838 | val_loss: 0.03113 | Time: 3226.97 ms [2021-07-12 01:52:26 main:574] : INFO : Epoch 1679 | loss: 0.0310821 | val_loss: 0.031129 | Time: 3226.37 ms [2021-07-12 01:52:29 main:574] : INFO : Epoch 1680 | loss: 0.0310855 | val_loss: 0.0311265 | Time: 3231.74 ms [2021-07-12 01:52:33 main:574] : INFO : Epoch 1681 | loss: 0.0310809 | val_loss: 0.0311247 | Time: 3240.39 ms [2021-07-12 01:52:36 main:574] : INFO : Epoch 1682 | loss: 0.0310801 | val_loss: 0.0311272 | Time: 3220.73 ms [2021-07-12 01:52:39 main:574] : INFO : Epoch 1683 | loss: 0.0310797 | val_loss: 0.0311245 | Time: 3238.42 ms [2021-07-12 01:52:42 main:574] : INFO : Epoch 1684 | loss: 0.0310789 | val_loss: 0.0311252 | Time: 3221.7 ms [2021-07-12 01:52:45 main:574] : INFO : Epoch 1685 | loss: 0.0310793 | val_loss: 0.0311255 | Time: 3217.08 ms [2021-07-12 01:52:49 main:574] : INFO : Epoch 1686 | loss: 0.0310795 | val_loss: 0.0311248 | Time: 3245.58 ms [2021-07-12 01:52:52 main:574] : INFO : Epoch 1687 | loss: 0.0310808 | val_loss: 0.0311341 | Time: 3215.13 ms [2021-07-12 01:52:55 main:574] : INFO : Epoch 1688 | loss: 0.0310801 | val_loss: 0.0311276 | Time: 3257.94 ms [2021-07-12 01:52:58 main:574] : INFO : Epoch 1689 | loss: 0.03108 | val_loss: 0.0311294 | Time: 3233.4 ms [2021-07-12 01:53:02 main:574] : INFO : Epoch 1690 | loss: 0.0310791 | val_loss: 0.0311295 | Time: 3211.14 ms [2021-07-12 01:53:05 main:574] : INFO : Epoch 1691 | loss: 0.0310789 | val_loss: 0.0311314 | Time: 3236.94 ms [2021-07-12 01:53:08 main:574] : INFO : Epoch 1692 | loss: 0.0310829 | val_loss: 0.0311286 | Time: 3208.84 ms [2021-07-12 01:53:11 main:574] : INFO : Epoch 1693 | loss: 0.0310841 | val_loss: 0.031125 | Time: 3232.38 ms [2021-07-12 01:53:15 main:574] : INFO : Epoch 1694 | loss: 0.0310793 | val_loss: 0.0311239 | Time: 3227.76 ms [2021-07-12 01:53:18 main:574] : INFO : Epoch 1695 | loss: 0.031079 | val_loss: 0.0311351 | Time: 3235.15 ms [2021-07-12 01:53:21 main:574] : INFO : Epoch 1696 | loss: 0.03108 | val_loss: 0.0311245 | Time: 3226.3 ms [2021-07-12 01:53:24 main:574] : INFO : Epoch 1697 | loss: 0.0310795 | val_loss: 0.0311285 | Time: 3231.66 ms [2021-07-12 01:53:27 main:574] : INFO : Epoch 1698 | loss: 0.031083 | val_loss: 0.0311438 | Time: 3200.76 ms [2021-07-12 01:53:31 main:574] : INFO : Epoch 1699 | loss: 0.0310844 | val_loss: 0.031124 | Time: 3208.81 ms [2021-07-12 01:53:34 main:574] : INFO : Epoch 1700 | loss: 0.031079 | val_loss: 0.0311263 | Time: 3207.22 ms [2021-07-12 01:53:37 main:574] : INFO : Epoch 1701 | loss: 0.031078 | val_loss: 0.0311276 | Time: 3240.79 ms [2021-07-12 01:53:40 main:574] : INFO : Epoch 1702 | loss: 0.0310762 | val_loss: 0.0311286 | Time: 3230.01 ms [2021-07-12 01:53:44 main:574] : INFO : Epoch 1703 | loss: 0.0310773 | val_loss: 0.0311306 | Time: 3207.61 ms [2021-07-12 01:53:47 main:574] : INFO : Epoch 1704 | loss: 0.0310765 | val_loss: 0.0311384 | Time: 3208.1 ms [2021-07-12 01:53:50 main:574] : INFO : Epoch 1705 | loss: 0.0310793 | val_loss: 0.0311319 | Time: 3231.48 ms [2021-07-12 01:53:53 main:574] : INFO : Epoch 1706 | loss: 0.03108 | val_loss: 0.0311323 | Time: 3244.14 ms [2021-07-12 01:53:56 main:574] : INFO : Epoch 1707 | loss: 0.0310805 | val_loss: 0.0311296 | Time: 3210.25 ms [2021-07-12 01:54:00 main:574] : INFO : Epoch 1708 | loss: 0.0310794 | val_loss: 0.0311323 | Time: 3223 ms [2021-07-12 01:54:03 main:574] : INFO : Epoch 1709 | loss: 0.031079 | val_loss: 0.0311309 | Time: 3240.75 ms [2021-07-12 01:54:06 main:574] : INFO : Epoch 1710 | loss: 0.0310794 | val_loss: 0.0311311 | Time: 3236.78 ms [2021-07-12 01:54:09 main:574] : INFO : Epoch 1711 | loss: 0.0310811 | val_loss: 0.0311282 | Time: 3244.93 ms [2021-07-12 01:54:13 main:574] : INFO : Epoch 1712 | loss: 0.0310828 | val_loss: 0.0311354 | Time: 3234.31 ms [2021-07-12 01:54:16 main:574] : INFO : Epoch 1713 | loss: 0.0310809 | val_loss: 0.0311261 | Time: 3217.45 ms [2021-07-12 01:54:19 main:574] : INFO : Epoch 1714 | loss: 0.0310776 | val_loss: 0.03113 | Time: 3222.73 ms [2021-07-12 01:54:22 main:574] : INFO : Epoch 1715 | loss: 0.0310783 | val_loss: 0.0311279 | Time: 3232.13 ms [2021-07-12 01:54:26 main:574] : INFO : Epoch 1716 | loss: 0.0310841 | val_loss: 0.0311284 | Time: 3222.45 ms [2021-07-12 01:54:29 main:574] : INFO : Epoch 1717 | loss: 0.0310915 | val_loss: 0.0311318 | Time: 3215.64 ms [2021-07-12 01:54:32 main:574] : INFO : Epoch 1718 | loss: 0.0310896 | val_loss: 0.0311259 | Time: 3257.53 ms [2021-07-12 01:54:35 main:574] : INFO : Epoch 1719 | loss: 0.0310826 | val_loss: 0.0311295 | Time: 3229.07 ms [2021-07-12 01:54:39 main:574] : INFO : Epoch 1720 | loss: 0.0310855 | val_loss: 0.0311228 | Time: 3217.02 ms [2021-07-12 01:54:42 main:574] : INFO : Epoch 1721 | loss: 0.0310813 | val_loss: 0.0311307 | Time: 3204.83 ms [2021-07-12 01:54:45 main:574] : INFO : Epoch 1722 | loss: 0.0310866 | val_loss: 0.0311317 | Time: 3233.33 ms [2021-07-12 01:54:48 main:574] : INFO : Epoch 1723 | loss: 0.0310837 | val_loss: 0.0311282 | Time: 3218.16 ms [2021-07-12 01:54:51 main:574] : INFO : Epoch 1724 | loss: 0.031081 | val_loss: 0.0311272 | Time: 3217.37 ms [2021-07-12 01:54:55 main:574] : INFO : Epoch 1725 | loss: 0.0310804 | val_loss: 0.0311299 | Time: 3211.78 ms [2021-07-12 01:54:58 main:574] : INFO : Epoch 1726 | loss: 0.0310858 | val_loss: 0.0311341 | Time: 3230.67 ms [2021-07-12 01:55:01 main:574] : INFO : Epoch 1727 | loss: 0.0310796 | val_loss: 0.0311297 | Time: 3224.17 ms [2021-07-12 01:55:04 main:574] : INFO : Epoch 1728 | loss: 0.031089 | val_loss: 0.0311285 | Time: 3220.56 ms [2021-07-12 01:55:08 main:574] : INFO : Epoch 1729 | loss: 0.0310936 | val_loss: 0.0311333 | Time: 3213.05 ms [2021-07-12 01:55:11 main:574] : INFO : Epoch 1730 | loss: 0.0310911 | val_loss: 0.0311352 | Time: 3216.53 ms [2021-07-12 01:55:14 main:574] : INFO : Epoch 1731 | loss: 0.0310874 | val_loss: 0.0311311 | Time: 3211.93 ms [2021-07-12 01:55:17 main:574] : INFO : Epoch 1732 | loss: 0.0310829 | val_loss: 0.0311313 | Time: 3225.32 ms [2021-07-12 01:55:20 main:574] : INFO : Epoch 1733 | loss: 0.0310821 | val_loss: 0.0311268 | Time: 3238.48 ms [2021-07-12 01:55:24 main:574] : INFO : Epoch 1734 | loss: 0.0310815 | val_loss: 0.0311257 | Time: 3202.54 ms [2021-07-12 01:55:27 main:574] : INFO : Epoch 1735 | loss: 0.03108 | val_loss: 0.0311306 | Time: 3209.51 ms [2021-07-12 01:55:30 main:574] : INFO : Epoch 1736 | loss: 0.0310847 | val_loss: 0.0311336 | Time: 3229.75 ms [2021-07-12 01:55:33 main:574] : INFO : Epoch 1737 | loss: 0.0310797 | val_loss: 0.0311286 | Time: 3227.9 ms [2021-07-12 01:55:37 main:574] : INFO : Epoch 1738 | loss: 0.031077 | val_loss: 0.0311304 | Time: 3235.67 ms [2021-07-12 01:55:40 main:574] : INFO : Epoch 1739 | loss: 0.0310763 | val_loss: 0.031126 | Time: 3257.46 ms [2021-07-12 01:55:43 main:574] : INFO : Epoch 1740 | loss: 0.0310751 | val_loss: 0.0311274 | Time: 3261.49 ms [2021-07-12 01:55:46 main:574] : INFO : Epoch 1741 | loss: 0.0310761 | val_loss: 0.0311331 | Time: 3267.2 ms [2021-07-12 01:55:50 main:574] : INFO : Epoch 1742 | loss: 0.0310772 | val_loss: 0.0311315 | Time: 3255.23 ms [2021-07-12 01:55:53 main:574] : INFO : Epoch 1743 | loss: 0.0310767 | val_loss: 0.0311274 | Time: 3198.83 ms [2021-07-12 01:55:56 main:574] : INFO : Epoch 1744 | loss: 0.031079 | val_loss: 0.031132 | Time: 3222 ms [2021-07-12 01:55:59 main:574] : INFO : Epoch 1745 | loss: 0.031077 | val_loss: 0.031133 | Time: 3221.46 ms [2021-07-12 01:56:03 main:574] : INFO : Epoch 1746 | loss: 0.031077 | val_loss: 0.0311261 | Time: 3252.52 ms [2021-07-12 01:56:06 main:574] : INFO : Epoch 1747 | loss: 0.0310772 | val_loss: 0.0311377 | Time: 3257.65 ms [2021-07-12 01:56:09 main:574] : INFO : Epoch 1748 | loss: 0.0310778 | val_loss: 0.0311288 | Time: 3200.96 ms [2021-07-12 01:56:12 main:574] : INFO : Epoch 1749 | loss: 0.0310743 | val_loss: 0.0311275 | Time: 3210.21 ms [2021-07-12 01:56:15 main:574] : INFO : Epoch 1750 | loss: 0.0310732 | val_loss: 0.0311279 | Time: 3208.94 ms [2021-07-12 01:56:19 main:574] : INFO : Epoch 1751 | loss: 0.0310738 | val_loss: 0.0311274 | Time: 3205.85 ms [2021-07-12 01:56:22 main:574] : INFO : Epoch 1752 | loss: 0.0310766 | val_loss: 0.0311271 | Time: 3254.51 ms [2021-07-12 01:56:25 main:574] : INFO : Epoch 1753 | loss: 0.0310795 | val_loss: 0.0311288 | Time: 3218.82 ms [2021-07-12 01:56:28 main:574] : INFO : Epoch 1754 | loss: 0.031082 | val_loss: 0.031132 | Time: 3201.6 ms [2021-07-12 01:56:32 main:574] : INFO : Epoch 1755 | loss: 0.0310868 | val_loss: 0.0311326 | Time: 3236.4 ms [2021-07-12 01:56:35 main:574] : INFO : Epoch 1756 | loss: 0.0310817 | val_loss: 0.0311255 | Time: 3193.45 ms [2021-07-12 01:56:38 main:574] : INFO : Epoch 1757 | loss: 0.0310793 | val_loss: 0.0311304 | Time: 3256.58 ms [2021-07-12 01:56:41 main:574] : INFO : Epoch 1758 | loss: 0.0310798 | val_loss: 0.0311295 | Time: 3236.67 ms [2021-07-12 01:56:45 main:574] : INFO : Epoch 1759 | loss: 0.0310805 | val_loss: 0.0311433 | Time: 3252.32 ms [2021-07-12 01:56:48 main:574] : INFO : Epoch 1760 | loss: 0.0310854 | val_loss: 0.0311452 | Time: 3255.93 ms [2021-07-12 01:56:51 main:574] : INFO : Epoch 1761 | loss: 0.0310871 | val_loss: 0.0311312 | Time: 3219.65 ms [2021-07-12 01:56:54 main:574] : INFO : Epoch 1762 | loss: 0.0310818 | val_loss: 0.0311251 | Time: 3207.64 ms [2021-07-12 01:56:58 main:574] : INFO : Epoch 1763 | loss: 0.0310834 | val_loss: 0.031127 | Time: 3322.33 ms [2021-07-12 01:57:01 main:574] : INFO : Epoch 1764 | loss: 0.0310812 | val_loss: 0.0311277 | Time: 3362.55 ms [2021-07-12 01:57:04 main:574] : INFO : Epoch 1765 | loss: 0.031082 | val_loss: 0.0311258 | Time: 3263.67 ms [2021-07-12 01:57:07 main:574] : INFO : Epoch 1766 | loss: 0.0310825 | val_loss: 0.031122 | Time: 3222.5 ms [2021-07-12 01:57:11 main:574] : INFO : Epoch 1767 | loss: 0.03108 | val_loss: 0.0311263 | Time: 3209.29 ms [2021-07-12 01:57:14 main:574] : INFO : Epoch 1768 | loss: 0.0310828 | val_loss: 0.0311248 | Time: 3233.25 ms [2021-07-12 01:57:17 main:574] : INFO : Epoch 1769 | loss: 0.0310772 | val_loss: 0.0311309 | Time: 3226.95 ms [2021-07-12 01:57:20 main:574] : INFO : Epoch 1770 | loss: 0.0310804 | val_loss: 0.0311254 | Time: 3209.48 ms [2021-07-12 01:57:24 main:574] : INFO : Epoch 1771 | loss: 0.0310773 | val_loss: 0.0311282 | Time: 3222.89 ms [2021-07-12 01:57:27 main:574] : INFO : Epoch 1772 | loss: 0.031076 | val_loss: 0.0311265 | Time: 3226.41 ms [2021-07-12 01:57:30 main:574] : INFO : Epoch 1773 | loss: 0.0310764 | val_loss: 0.0311272 | Time: 3216.85 ms [2021-07-12 01:57:33 main:574] : INFO : Epoch 1774 | loss: 0.031077 | val_loss: 0.0311268 | Time: 3217.19 ms [2021-07-12 01:57:37 main:574] : INFO : Epoch 1775 | loss: 0.0310754 | val_loss: 0.0311222 | Time: 3243.69 ms [2021-07-12 01:57:40 main:574] : INFO : Epoch 1776 | loss: 0.0310742 | val_loss: 0.0311256 | Time: 3192.3 ms [2021-07-12 01:57:43 main:574] : INFO : Epoch 1777 | loss: 0.0310757 | val_loss: 0.0311247 | Time: 3199.53 ms [2021-07-12 01:57:46 main:574] : INFO : Epoch 1778 | loss: 0.0310753 | val_loss: 0.0311295 | Time: 3213.06 ms [2021-07-12 01:57:49 main:574] : INFO : Epoch 1779 | loss: 0.0310784 | val_loss: 0.0311296 | Time: 3240.51 ms [2021-07-12 01:57:53 main:574] : INFO : Epoch 1780 | loss: 0.0310825 | val_loss: 0.0311295 | Time: 3242.49 ms [2021-07-12 01:57:56 main:574] : INFO : Epoch 1781 | loss: 0.0310782 | val_loss: 0.0311373 | Time: 3238.24 ms [2021-07-12 01:57:59 main:574] : INFO : Epoch 1782 | loss: 0.0310753 | val_loss: 0.0311341 | Time: 3244.4 ms [2021-07-12 01:58:02 main:574] : INFO : Epoch 1783 | loss: 0.0310722 | val_loss: 0.0311404 | Time: 3250.45 ms [2021-07-12 01:58:06 main:574] : INFO : Epoch 1784 | loss: 0.0310737 | val_loss: 0.0311282 | Time: 3171.88 ms [2021-07-12 01:58:09 main:574] : INFO : Epoch 1785 | loss: 0.0310717 | val_loss: 0.0311281 | Time: 3192.03 ms [2021-07-12 01:58:12 main:574] : INFO : Epoch 1786 | loss: 0.0310714 | val_loss: 0.0311249 | Time: 3182.7 ms [2021-07-12 01:58:15 main:574] : INFO : Epoch 1787 | loss: 0.0310765 | val_loss: 0.0311321 | Time: 3190.09 ms [2021-07-12 01:58:18 main:574] : INFO : Epoch 1788 | loss: 0.03108 | val_loss: 0.0311286 | Time: 3226.01 ms [2021-07-12 01:58:22 main:574] : INFO : Epoch 1789 | loss: 0.031087 | val_loss: 0.0311283 | Time: 3217.93 ms [2021-07-12 01:58:25 main:574] : INFO : Epoch 1790 | loss: 0.0310872 | val_loss: 0.0311222 | Time: 3209.02 ms [2021-07-12 01:58:28 main:574] : INFO : Epoch 1791 | loss: 0.0310889 | val_loss: 0.0311227 | Time: 3225.14 ms [2021-07-12 01:58:31 main:574] : INFO : Epoch 1792 | loss: 0.0310906 | val_loss: 0.0311323 | Time: 3223.35 ms [2021-07-12 01:58:35 main:574] : INFO : Epoch 1793 | loss: 0.0310958 | val_loss: 0.0311264 | Time: 3192.42 ms [2021-07-12 01:58:38 main:574] : INFO : Epoch 1794 | loss: 0.0310916 | val_loss: 0.0311291 | Time: 3234.45 ms [2021-07-12 01:58:41 main:574] : INFO : Epoch 1795 | loss: 0.0310861 | val_loss: 0.0311245 | Time: 3202.29 ms [2021-07-12 01:58:44 main:574] : INFO : Epoch 1796 | loss: 0.0310834 | val_loss: 0.0311233 | Time: 3219.78 ms [2021-07-12 01:58:47 main:574] : INFO : Epoch 1797 | loss: 0.0310807 | val_loss: 0.0311245 | Time: 3197.84 ms [2021-07-12 01:58:51 main:574] : INFO : Epoch 1798 | loss: 0.0310835 | val_loss: 0.0311282 | Time: 3201.86 ms [2021-07-12 01:58:54 main:574] : INFO : Epoch 1799 | loss: 0.031077 | val_loss: 0.0311281 | Time: 3242.92 ms [2021-07-12 01:58:57 main:574] : INFO : Epoch 1800 | loss: 0.0310755 | val_loss: 0.0311269 | Time: 3248.18 ms [2021-07-12 01:59:00 main:574] : INFO : Epoch 1801 | loss: 0.0310745 | val_loss: 0.0311301 | Time: 3227.2 ms [2021-07-12 01:59:04 main:574] : INFO : Epoch 1802 | loss: 0.0310769 | val_loss: 0.0311307 | Time: 3216.12 ms [2021-07-12 01:59:07 main:574] : INFO : Epoch 1803 | loss: 0.0310805 | val_loss: 0.0311269 | Time: 3203.42 ms [2021-07-12 01:59:10 main:574] : INFO : Epoch 1804 | loss: 0.0310841 | val_loss: 0.031132 | Time: 3225.31 ms [2021-07-12 01:59:13 main:574] : INFO : Epoch 1805 | loss: 0.0310869 | val_loss: 0.0311251 | Time: 3228.23 ms [2021-07-12 01:59:16 main:574] : INFO : Epoch 1806 | loss: 0.0310813 | val_loss: 0.0311236 | Time: 3212.57 ms [2021-07-12 01:59:20 main:574] : INFO : Epoch 1807 | loss: 0.0310806 | val_loss: 0.0311389 | Time: 3233.09 ms [2021-07-12 01:59:23 main:574] : INFO : Epoch 1808 | loss: 0.0310804 | val_loss: 0.0311335 | Time: 3223.23 ms [2021-07-12 01:59:26 main:574] : INFO : Epoch 1809 | loss: 0.0310764 | val_loss: 0.0311307 | Time: 3226.57 ms [2021-07-12 01:59:29 main:574] : INFO : Epoch 1810 | loss: 0.0310923 | val_loss: 0.031132 | Time: 3239.79 ms [2021-07-12 01:59:33 main:574] : INFO : Epoch 1811 | loss: 0.0310918 | val_loss: 0.0311264 | Time: 3249.13 ms [2021-07-12 01:59:36 main:574] : INFO : Epoch 1812 | loss: 0.0310843 | val_loss: 0.0311247 | Time: 3242.84 ms [2021-07-12 01:59:39 main:574] : INFO : Epoch 1813 | loss: 0.0310843 | val_loss: 0.0311231 | Time: 3203.35 ms [2021-07-12 01:59:42 main:574] : INFO : Epoch 1814 | loss: 0.0310849 | val_loss: 0.0311276 | Time: 3220.52 ms [2021-07-12 01:59:46 main:574] : INFO : Epoch 1815 | loss: 0.0310811 | val_loss: 0.0311297 | Time: 3213.27 ms [2021-07-12 01:59:49 main:574] : INFO : Epoch 1816 | loss: 0.0310881 | val_loss: 0.0311312 | Time: 3239.51 ms [2021-07-12 01:59:52 main:574] : INFO : Epoch 1817 | loss: 0.031089 | val_loss: 0.0311292 | Time: 3203.34 ms [2021-07-12 01:59:55 main:574] : INFO : Epoch 1818 | loss: 0.0310827 | val_loss: 0.031133 | Time: 3206.53 ms [2021-07-12 01:59:58 main:574] : INFO : Epoch 1819 | loss: 0.0310855 | val_loss: 0.0311295 | Time: 3242.57 ms [2021-07-12 02:00:02 main:574] : INFO : Epoch 1820 | loss: 0.031083 | val_loss: 0.0311258 | Time: 3230.08 ms [2021-07-12 02:00:05 main:574] : INFO : Epoch 1821 | loss: 0.03108 | val_loss: 0.0311356 | Time: 3219.98 ms [2021-07-12 02:00:08 main:574] : INFO : Epoch 1822 | loss: 0.0310785 | val_loss: 0.0311314 | Time: 3263.89 ms [2021-07-12 02:00:11 main:574] : INFO : Epoch 1823 | loss: 0.0310825 | val_loss: 0.0311345 | Time: 3211.75 ms [2021-07-12 02:00:15 main:574] : INFO : Epoch 1824 | loss: 0.0310959 | val_loss: 0.0311297 | Time: 3205.03 ms [2021-07-12 02:00:18 main:574] : INFO : Epoch 1825 | loss: 0.031092 | val_loss: 0.0311279 | Time: 3258.44 ms [2021-07-12 02:00:21 main:574] : INFO : Epoch 1826 | loss: 0.031085 | val_loss: 0.031124 | Time: 3278.42 ms [2021-07-12 02:00:24 main:574] : INFO : Epoch 1827 | loss: 0.0310837 | val_loss: 0.0311259 | Time: 3253.21 ms [2021-07-12 02:00:28 main:574] : INFO : Epoch 1828 | loss: 0.0310824 | val_loss: 0.0311374 | Time: 3212.67 ms [2021-07-12 02:00:31 main:574] : INFO : Epoch 1829 | loss: 0.0310843 | val_loss: 0.0311256 | Time: 3254.49 ms [2021-07-12 02:00:34 main:574] : INFO : Epoch 1830 | loss: 0.0310828 | val_loss: 0.0311289 | Time: 3241.81 ms [2021-07-12 02:00:38 main:574] : INFO : Epoch 1831 | loss: 0.0310767 | val_loss: 0.0311283 | Time: 3242.75 ms [2021-07-12 02:00:41 main:574] : INFO : Epoch 1832 | loss: 0.0310772 | val_loss: 0.0311244 | Time: 3230.88 ms [2021-07-12 02:00:44 main:574] : INFO : Epoch 1833 | loss: 0.0310773 | val_loss: 0.0311307 | Time: 3238.75 ms [2021-07-12 02:00:47 main:574] : INFO : Epoch 1834 | loss: 0.031079 | val_loss: 0.0311259 | Time: 3225.87 ms [2021-07-12 02:00:51 main:574] : INFO : Epoch 1835 | loss: 0.0310789 | val_loss: 0.0311306 | Time: 3265.73 ms [2021-07-12 02:00:54 main:574] : INFO : Epoch 1836 | loss: 0.0310781 | val_loss: 0.0311362 | Time: 3219.24 ms [2021-07-12 02:00:57 main:574] : INFO : Epoch 1837 | loss: 0.0310808 | val_loss: 0.0311291 | Time: 3223.17 ms [2021-07-12 02:01:00 main:574] : INFO : Epoch 1838 | loss: 0.0310766 | val_loss: 0.0311256 | Time: 3227.5 ms [2021-07-12 02:01:03 main:574] : INFO : Epoch 1839 | loss: 0.0310759 | val_loss: 0.0311235 | Time: 3175.3 ms [2021-07-12 02:01:07 main:574] : INFO : Epoch 1840 | loss: 0.0310741 | val_loss: 0.0311228 | Time: 3249.1 ms [2021-07-12 02:01:10 main:574] : INFO : Epoch 1841 | loss: 0.0310763 | val_loss: 0.0311295 | Time: 3288.35 ms [2021-07-12 02:01:13 main:574] : INFO : Epoch 1842 | loss: 0.031072 | val_loss: 0.0311287 | Time: 3226.61 ms [2021-07-12 02:01:16 main:574] : INFO : Epoch 1843 | loss: 0.0310728 | val_loss: 0.0311299 | Time: 3244.86 ms [2021-07-12 02:01:20 main:574] : INFO : Epoch 1844 | loss: 0.0310749 | val_loss: 0.0311315 | Time: 3254.26 ms [2021-07-12 02:01:23 main:574] : INFO : Epoch 1845 | loss: 0.0310733 | val_loss: 0.0311278 | Time: 3246.58 ms [2021-07-12 02:01:26 main:574] : INFO : Epoch 1846 | loss: 0.0310763 | val_loss: 0.0311281 | Time: 3254.45 ms [2021-07-12 02:01:29 main:574] : INFO : Epoch 1847 | loss: 0.0310762 | val_loss: 0.0311359 | Time: 3235.61 ms [2021-07-12 02:01:33 main:574] : INFO : Epoch 1848 | loss: 0.0310764 | val_loss: 0.0311306 | Time: 3230.76 ms [2021-07-12 02:01:36 main:574] : INFO : Epoch 1849 | loss: 0.0310732 | val_loss: 0.031132 | Time: 3201.7 ms [2021-07-12 02:01:39 main:574] : INFO : Epoch 1850 | loss: 0.0310741 | val_loss: 0.0311272 | Time: 3216.65 ms [2021-07-12 02:01:42 main:574] : INFO : Epoch 1851 | loss: 0.0310822 | val_loss: 0.0311372 | Time: 3209.57 ms [2021-07-12 02:01:46 main:574] : INFO : Epoch 1852 | loss: 0.0311199 | val_loss: 0.0311449 | Time: 3219.35 ms [2021-07-12 02:01:49 main:574] : INFO : Epoch 1853 | loss: 0.0311266 | val_loss: 0.0311376 | Time: 3209.59 ms [2021-07-12 02:01:52 main:574] : INFO : Epoch 1854 | loss: 0.0311204 | val_loss: 0.0311321 | Time: 3202.35 ms [2021-07-12 02:01:55 main:574] : INFO : Epoch 1855 | loss: 0.0311131 | val_loss: 0.0311283 | Time: 3210.88 ms [2021-07-12 02:01:58 main:574] : INFO : Epoch 1856 | loss: 0.0311123 | val_loss: 0.0311257 | Time: 3201.27 ms [2021-07-12 02:02:02 main:574] : INFO : Epoch 1857 | loss: 0.0311082 | val_loss: 0.0311214 | Time: 3228.26 ms [2021-07-12 02:02:05 main:574] : INFO : Epoch 1858 | loss: 0.0311047 | val_loss: 0.0311221 | Time: 3194.97 ms [2021-07-12 02:02:08 main:574] : INFO : Epoch 1859 | loss: 0.031103 | val_loss: 0.0311306 | Time: 3211.44 ms [2021-07-12 02:02:11 main:574] : INFO : Epoch 1860 | loss: 0.031103 | val_loss: 0.0311245 | Time: 3218.7 ms [2021-07-12 02:02:15 main:574] : INFO : Epoch 1861 | loss: 0.0311013 | val_loss: 0.0311247 | Time: 3259.61 ms [2021-07-12 02:02:18 main:574] : INFO : Epoch 1862 | loss: 0.0311006 | val_loss: 0.031125 | Time: 3219.47 ms [2021-07-12 02:02:21 main:574] : INFO : Epoch 1863 | loss: 0.0310985 | val_loss: 0.0311238 | Time: 3246.28 ms [2021-07-12 02:02:24 main:574] : INFO : Epoch 1864 | loss: 0.0311018 | val_loss: 0.0311232 | Time: 3256.88 ms [2021-07-12 02:02:28 main:574] : INFO : Epoch 1865 | loss: 0.031099 | val_loss: 0.0311226 | Time: 3272.59 ms [2021-07-12 02:02:31 main:574] : INFO : Epoch 1866 | loss: 0.0311006 | val_loss: 0.0311275 | Time: 3251.73 ms [2021-07-12 02:02:34 main:574] : INFO : Epoch 1867 | loss: 0.0311032 | val_loss: 0.0311264 | Time: 3219.76 ms [2021-07-12 02:02:37 main:574] : INFO : Epoch 1868 | loss: 0.0310957 | val_loss: 0.0311242 | Time: 3217.94 ms [2021-07-12 02:02:40 main:574] : INFO : Epoch 1869 | loss: 0.0310931 | val_loss: 0.0311237 | Time: 3258.66 ms [2021-07-12 02:02:44 main:574] : INFO : Epoch 1870 | loss: 0.031093 | val_loss: 0.0311196 | Time: 3220.63 ms [2021-07-12 02:02:47 main:574] : INFO : Epoch 1871 | loss: 0.031092 | val_loss: 0.0311228 | Time: 3263.69 ms [2021-07-12 02:02:50 main:574] : INFO : Epoch 1872 | loss: 0.0310907 | val_loss: 0.0311238 | Time: 3254.07 ms [2021-07-12 02:02:53 main:574] : INFO : Epoch 1873 | loss: 0.031091 | val_loss: 0.0311203 | Time: 3253.68 ms [2021-07-12 02:02:57 main:574] : INFO : Epoch 1874 | loss: 0.0310907 | val_loss: 0.031122 | Time: 3263.91 ms [2021-07-12 02:03:00 main:574] : INFO : Epoch 1875 | loss: 0.0310873 | val_loss: 0.0311216 | Time: 3247.41 ms [2021-07-12 02:03:03 main:574] : INFO : Epoch 1876 | loss: 0.0310875 | val_loss: 0.0311277 | Time: 3277.68 ms [2021-07-12 02:03:07 main:574] : INFO : Epoch 1877 | loss: 0.0310871 | val_loss: 0.0311212 | Time: 3275.04 ms [2021-07-12 02:03:10 main:574] : INFO : Epoch 1878 | loss: 0.0310858 | val_loss: 0.0311252 | Time: 3237.25 ms [2021-07-12 02:03:13 main:574] : INFO : Epoch 1879 | loss: 0.0310911 | val_loss: 0.0311242 | Time: 3244.31 ms [2021-07-12 02:03:16 main:574] : INFO : Epoch 1880 | loss: 0.0310911 | val_loss: 0.0311292 | Time: 3239.59 ms [2021-07-12 02:03:20 main:574] : INFO : Epoch 1881 | loss: 0.0310902 | val_loss: 0.0311239 | Time: 3254.93 ms [2021-07-12 02:03:23 main:574] : INFO : Epoch 1882 | loss: 0.0310908 | val_loss: 0.0311269 | Time: 3263.28 ms [2021-07-12 02:03:26 main:574] : INFO : Epoch 1883 | loss: 0.0310884 | val_loss: 0.0311236 | Time: 3263.71 ms [2021-07-12 02:03:29 main:574] : INFO : Epoch 1884 | loss: 0.0310875 | val_loss: 0.0311242 | Time: 3189.19 ms [2021-07-12 02:03:32 main:574] : INFO : Epoch 1885 | loss: 0.031088 | val_loss: 0.0311299 | Time: 3185.44 ms [2021-07-12 02:03:36 main:574] : INFO : Epoch 1886 | loss: 0.0310878 | val_loss: 0.0311288 | Time: 3192.4 ms [2021-07-12 02:03:39 main:574] : INFO : Epoch 1887 | loss: 0.0310883 | val_loss: 0.0311302 | Time: 3205.09 ms [2021-07-12 02:03:42 main:574] : INFO : Epoch 1888 | loss: 0.0310889 | val_loss: 0.0311278 | Time: 3223.05 ms [2021-07-12 02:03:45 main:574] : INFO : Epoch 1889 | loss: 0.0310874 | val_loss: 0.0311297 | Time: 3214.78 ms [2021-07-12 02:03:49 main:574] : INFO : Epoch 1890 | loss: 0.0310849 | val_loss: 0.0311239 | Time: 3214.04 ms [2021-07-12 02:03:52 main:574] : INFO : Epoch 1891 | loss: 0.0310829 | val_loss: 0.0311296 | Time: 3218.47 ms [2021-07-12 02:03:55 main:574] : INFO : Epoch 1892 | loss: 0.0310833 | val_loss: 0.0311224 | Time: 3196.41 ms [2021-07-12 02:03:58 main:574] : INFO : Epoch 1893 | loss: 0.0310836 | val_loss: 0.031126 | Time: 3207.59 ms [2021-07-12 02:04:01 main:574] : INFO : Epoch 1894 | loss: 0.0310865 | val_loss: 0.0311278 | Time: 3194.57 ms [2021-07-12 02:04:05 main:574] : INFO : Epoch 1895 | loss: 0.03109 | val_loss: 0.0311234 | Time: 3209.04 ms [2021-07-12 02:04:08 main:574] : INFO : Epoch 1896 | loss: 0.0310877 | val_loss: 0.0311289 | Time: 3197.27 ms [2021-07-12 02:04:11 main:574] : INFO : Epoch 1897 | loss: 0.03111 | val_loss: 0.0311641 | Time: 3192.92 ms [2021-07-12 02:04:14 main:574] : INFO : Epoch 1898 | loss: 0.0311411 | val_loss: 0.0311368 | Time: 3219.28 ms [2021-07-12 02:04:17 main:574] : INFO : Epoch 1899 | loss: 0.0311269 | val_loss: 0.0311397 | Time: 3236.59 ms [2021-07-12 02:04:21 main:574] : INFO : Epoch 1900 | loss: 0.0311245 | val_loss: 0.0311401 | Time: 3196.32 ms [2021-07-12 02:04:24 main:574] : INFO : Epoch 1901 | loss: 0.0311162 | val_loss: 0.0311268 | Time: 3209.82 ms [2021-07-12 02:04:27 main:574] : INFO : Epoch 1902 | loss: 0.0311103 | val_loss: 0.031131 | Time: 3200.39 ms [2021-07-12 02:04:30 main:574] : INFO : Epoch 1903 | loss: 0.0311101 | val_loss: 0.031127 | Time: 3226.81 ms [2021-07-12 02:04:34 main:574] : INFO : Epoch 1904 | loss: 0.0311086 | val_loss: 0.0311288 | Time: 3222.3 ms [2021-07-12 02:04:37 main:574] : INFO : Epoch 1905 | loss: 0.0311069 | val_loss: 0.0311264 | Time: 3221.28 ms [2021-07-12 02:04:40 main:574] : INFO : Epoch 1906 | loss: 0.0311039 | val_loss: 0.031126 | Time: 3220.2 ms [2021-07-12 02:04:43 main:574] : INFO : Epoch 1907 | loss: 0.0311019 | val_loss: 0.0311268 | Time: 3206.4 ms [2021-07-12 02:04:46 main:574] : INFO : Epoch 1908 | loss: 0.031102 | val_loss: 0.0311262 | Time: 3247.59 ms [2021-07-12 02:04:50 main:574] : INFO : Epoch 1909 | loss: 0.0311 | val_loss: 0.0311233 | Time: 3271.54 ms [2021-07-12 02:04:53 main:574] : INFO : Epoch 1910 | loss: 0.0310983 | val_loss: 0.0311257 | Time: 3278.7 ms [2021-07-12 02:04:56 main:574] : INFO : Epoch 1911 | loss: 0.0311027 | val_loss: 0.0311387 | Time: 3277.51 ms [2021-07-12 02:05:00 main:574] : INFO : Epoch 1912 | loss: 0.0311022 | val_loss: 0.0311249 | Time: 3184.68 ms [2021-07-12 02:05:03 main:574] : INFO : Epoch 1913 | loss: 0.0311003 | val_loss: 0.0311268 | Time: 3196.56 ms [2021-07-12 02:05:06 main:574] : INFO : Epoch 1914 | loss: 0.0311011 | val_loss: 0.0311228 | Time: 3216.45 ms [2021-07-12 02:05:09 main:574] : INFO : Epoch 1915 | loss: 0.0310973 | val_loss: 0.0311235 | Time: 3253.5 ms [2021-07-12 02:05:12 main:574] : INFO : Epoch 1916 | loss: 0.0310959 | val_loss: 0.0311282 | Time: 3244.54 ms [2021-07-12 02:05:16 main:574] : INFO : Epoch 1917 | loss: 0.0310978 | val_loss: 0.0311388 | Time: 3251.27 ms [2021-07-12 02:05:19 main:574] : INFO : Epoch 1918 | loss: 0.0311017 | val_loss: 0.0311336 | Time: 3268.5 ms [2021-07-12 02:05:22 main:574] : INFO : Epoch 1919 | loss: 0.0310993 | val_loss: 0.0311233 | Time: 3248.46 ms [2021-07-12 02:05:25 main:574] : INFO : Epoch 1920 | loss: 0.0310914 | val_loss: 0.0311252 | Time: 3180.4 ms [2021-07-12 02:05:29 main:574] : INFO : Epoch 1921 | loss: 0.0310922 | val_loss: 0.0311279 | Time: 3218.81 ms [2021-07-12 02:05:32 main:574] : INFO : Epoch 1922 | loss: 0.0310917 | val_loss: 0.0311235 | Time: 3211 ms [2021-07-12 02:05:35 main:574] : INFO : Epoch 1923 | loss: 0.0310909 | val_loss: 0.031121 | Time: 3203.73 ms [2021-07-12 02:05:38 main:574] : INFO : Epoch 1924 | loss: 0.0310917 | val_loss: 0.0311268 | Time: 3207.41 ms [2021-07-12 02:05:41 main:574] : INFO : Epoch 1925 | loss: 0.0310916 | val_loss: 0.0311259 | Time: 3192.52 ms [2021-07-12 02:05:45 main:574] : INFO : Epoch 1926 | loss: 0.0311036 | val_loss: 0.0311357 | Time: 3213.32 ms [2021-07-12 02:05:48 main:574] : INFO : Epoch 1927 | loss: 0.0311107 | val_loss: 0.0311254 | Time: 3162.52 ms [2021-07-12 02:05:51 main:574] : INFO : Epoch 1928 | loss: 0.0311085 | val_loss: 0.0311227 | Time: 3211.92 ms [2021-07-12 02:05:54 main:574] : INFO : Epoch 1929 | loss: 0.0311042 | val_loss: 0.0311207 | Time: 3172.72 ms [2021-07-12 02:05:57 main:574] : INFO : Epoch 1930 | loss: 0.0311006 | val_loss: 0.0311231 | Time: 3235.64 ms [2021-07-12 02:06:01 main:574] : INFO : Epoch 1931 | loss: 0.031102 | val_loss: 0.0311248 | Time: 3234.22 ms [2021-07-12 02:06:04 main:574] : INFO : Epoch 1932 | loss: 0.0311007 | val_loss: 0.0311245 | Time: 3256.98 ms [2021-07-12 02:06:07 main:574] : INFO : Epoch 1933 | loss: 0.0310988 | val_loss: 0.0311205 | Time: 3253.81 ms [2021-07-12 02:06:10 main:574] : INFO : Epoch 1934 | loss: 0.0310964 | val_loss: 0.0311181 | Time: 3264.79 ms [2021-07-12 02:06:14 main:574] : INFO : Epoch 1935 | loss: 0.0310955 | val_loss: 0.0311208 | Time: 3253.44 ms [2021-07-12 02:06:17 main:574] : INFO : Epoch 1936 | loss: 0.0310939 | val_loss: 0.0311181 | Time: 3256.03 ms [2021-07-12 02:06:20 main:574] : INFO : Epoch 1937 | loss: 0.0310911 | val_loss: 0.0311169 | Time: 3236.27 ms [2021-07-12 02:06:23 main:574] : INFO : Epoch 1938 | loss: 0.0310928 | val_loss: 0.0311236 | Time: 3182.77 ms [2021-07-12 02:06:27 main:574] : INFO : Epoch 1939 | loss: 0.031093 | val_loss: 0.0311177 | Time: 3232.26 ms [2021-07-12 02:06:30 main:574] : INFO : Epoch 1940 | loss: 0.0310895 | val_loss: 0.0311193 | Time: 3212.18 ms [2021-07-12 02:06:33 main:574] : INFO : Epoch 1941 | loss: 0.031088 | val_loss: 0.0311176 | Time: 3211.63 ms [2021-07-12 02:06:36 main:574] : INFO : Epoch 1942 | loss: 0.031087 | val_loss: 0.0311193 | Time: 3239.04 ms [2021-07-12 02:06:40 main:574] : INFO : Epoch 1943 | loss: 0.0310854 | val_loss: 0.0311196 | Time: 3247.66 ms [2021-07-12 02:06:43 main:574] : INFO : Epoch 1944 | loss: 0.0310858 | val_loss: 0.0311229 | Time: 3266.43 ms [2021-07-12 02:06:46 main:574] : INFO : Epoch 1945 | loss: 0.0310861 | val_loss: 0.0311215 | Time: 3238.13 ms [2021-07-12 02:06:49 main:574] : INFO : Epoch 1946 | loss: 0.0310894 | val_loss: 0.0311268 | Time: 3200.88 ms [2021-07-12 02:06:53 main:574] : INFO : Epoch 1947 | loss: 0.0310892 | val_loss: 0.0311336 | Time: 3237.21 ms [2021-07-12 02:06:56 main:574] : INFO : Epoch 1948 | loss: 0.0310859 | val_loss: 0.0311226 | Time: 3188.09 ms [2021-07-12 02:06:59 main:574] : INFO : Epoch 1949 | loss: 0.0310853 | val_loss: 0.031121 | Time: 3198.92 ms [2021-07-12 02:07:02 main:574] : INFO : Epoch 1950 | loss: 0.0310838 | val_loss: 0.0311221 | Time: 3196.62 ms [2021-07-12 02:07:05 main:574] : INFO : Epoch 1951 | loss: 0.031083 | val_loss: 0.0311203 | Time: 3192.03 ms [2021-07-12 02:07:09 main:574] : INFO : Epoch 1952 | loss: 0.0310862 | val_loss: 0.0311185 | Time: 3205.61 ms [2021-07-12 02:07:12 main:574] : INFO : Epoch 1953 | loss: 0.0310875 | val_loss: 0.0311197 | Time: 3225.54 ms [2021-07-12 02:07:15 main:574] : INFO : Epoch 1954 | loss: 0.0310841 | val_loss: 0.031119 | Time: 3208.58 ms [2021-07-12 02:07:18 main:574] : INFO : Epoch 1955 | loss: 0.0310825 | val_loss: 0.0311209 | Time: 3185.87 ms [2021-07-12 02:07:21 main:574] : INFO : Epoch 1956 | loss: 0.0310827 | val_loss: 0.0311235 | Time: 3203.31 ms [2021-07-12 02:07:25 main:574] : INFO : Epoch 1957 | loss: 0.0310888 | val_loss: 0.0311326 | Time: 3212.55 ms [2021-07-12 02:07:28 main:574] : INFO : Epoch 1958 | loss: 0.0310947 | val_loss: 0.031131 | Time: 3271.04 ms [2021-07-12 02:07:31 main:574] : INFO : Epoch 1959 | loss: 0.031085 | val_loss: 0.0311234 | Time: 3225.38 ms [2021-07-12 02:07:34 main:574] : INFO : Epoch 1960 | loss: 0.0310833 | val_loss: 0.0311215 | Time: 3232.08 ms [2021-07-12 02:07:38 main:574] : INFO : Epoch 1961 | loss: 0.0310822 | val_loss: 0.0311224 | Time: 3218.02 ms [2021-07-12 02:07:41 main:574] : INFO : Epoch 1962 | loss: 0.0310813 | val_loss: 0.0311231 | Time: 3201.85 ms [2021-07-12 02:07:44 main:574] : INFO : Epoch 1963 | loss: 0.031082 | val_loss: 0.0311212 | Time: 3225.3 ms [2021-07-12 02:07:47 main:574] : INFO : Epoch 1964 | loss: 0.0310807 | val_loss: 0.0311265 | Time: 3213.98 ms [2021-07-12 02:07:50 main:574] : INFO : Epoch 1965 | loss: 0.0310792 | val_loss: 0.031121 | Time: 3219.9 ms [2021-07-12 02:07:54 main:574] : INFO : Epoch 1966 | loss: 0.0310804 | val_loss: 0.0311241 | Time: 3190 ms [2021-07-12 02:07:57 main:574] : INFO : Epoch 1967 | loss: 0.0310801 | val_loss: 0.0311252 | Time: 3207.12 ms [2021-07-12 02:08:00 main:574] : INFO : Epoch 1968 | loss: 0.0310844 | val_loss: 0.0311205 | Time: 3192.15 ms [2021-07-12 02:08:03 main:574] : INFO : Epoch 1969 | loss: 0.0310866 | val_loss: 0.0311312 | Time: 3198.3 ms [2021-07-12 02:08:07 main:574] : INFO : Epoch 1970 | loss: 0.0310937 | val_loss: 0.0311303 | Time: 3229.37 ms [2021-07-12 02:08:10 main:574] : INFO : Epoch 1971 | loss: 0.0311102 | val_loss: 0.0311296 | Time: 3209.61 ms [2021-07-12 02:08:13 main:574] : INFO : Epoch 1972 | loss: 0.031106 | val_loss: 0.031135 | Time: 3236.88 ms [2021-07-12 02:08:16 main:574] : INFO : Epoch 1973 | loss: 0.0311137 | val_loss: 0.0311294 | Time: 3255.61 ms [2021-07-12 02:08:19 main:574] : INFO : Epoch 1974 | loss: 0.0311081 | val_loss: 0.0311231 | Time: 3260.65 ms [2021-07-12 02:08:23 main:574] : INFO : Epoch 1975 | loss: 0.0311089 | val_loss: 0.0311257 | Time: 3250.06 ms [2021-07-12 02:08:26 main:574] : INFO : Epoch 1976 | loss: 0.0311072 | val_loss: 0.0311256 | Time: 3239.43 ms [2021-07-12 02:08:29 main:574] : INFO : Epoch 1977 | loss: 0.0311031 | val_loss: 0.0311261 | Time: 3219.9 ms [2021-07-12 02:08:32 main:574] : INFO : Epoch 1978 | loss: 0.0311017 | val_loss: 0.0311272 | Time: 3228.55 ms [2021-07-12 02:08:36 main:574] : INFO : Epoch 1979 | loss: 0.0311032 | val_loss: 0.0311211 | Time: 3230.58 ms [2021-07-12 02:08:39 main:574] : INFO : Epoch 1980 | loss: 0.0310982 | val_loss: 0.031121 | Time: 3239.58 ms [2021-07-12 02:08:42 main:574] : INFO : Epoch 1981 | loss: 0.0310953 | val_loss: 0.0311228 | Time: 3226.92 ms [2021-07-12 02:08:45 main:574] : INFO : Epoch 1982 | loss: 0.0310934 | val_loss: 0.0311229 | Time: 3237.86 ms [2021-07-12 02:08:49 main:574] : INFO : Epoch 1983 | loss: 0.0311042 | val_loss: 0.0311384 | Time: 3231.51 ms [2021-07-12 02:08:52 main:574] : INFO : Epoch 1984 | loss: 0.0310958 | val_loss: 0.0311246 | Time: 3207.31 ms [2021-07-12 02:08:55 main:574] : INFO : Epoch 1985 | loss: 0.0310899 | val_loss: 0.0311201 | Time: 3213.33 ms [2021-07-12 02:08:58 main:574] : INFO : Epoch 1986 | loss: 0.0310878 | val_loss: 0.0311219 | Time: 3236.39 ms [2021-07-12 02:09:02 main:574] : INFO : Epoch 1987 | loss: 0.03109 | val_loss: 0.0311232 | Time: 3219.29 ms [2021-07-12 02:09:05 main:574] : INFO : Epoch 1988 | loss: 0.0311006 | val_loss: 0.0311206 | Time: 3225.75 ms [2021-07-12 02:09:08 main:574] : INFO : Epoch 1989 | loss: 0.0310989 | val_loss: 0.0311202 | Time: 3219.29 ms [2021-07-12 02:09:11 main:574] : INFO : Epoch 1990 | loss: 0.0310939 | val_loss: 0.0311195 | Time: 3258.28 ms [2021-07-12 02:09:14 main:574] : INFO : Epoch 1991 | loss: 0.0310898 | val_loss: 0.0311207 | Time: 3216.98 ms [2021-07-12 02:09:18 main:574] : INFO : Epoch 1992 | loss: 0.0310874 | val_loss: 0.0311256 | Time: 3233.27 ms [2021-07-12 02:09:21 main:574] : INFO : Epoch 1993 | loss: 0.0310894 | val_loss: 0.0311255 | Time: 3224.45 ms [2021-07-12 02:09:24 main:574] : INFO : Epoch 1994 | loss: 0.0310868 | val_loss: 0.0311219 | Time: 3208.74 ms [2021-07-12 02:09:27 main:574] : INFO : Epoch 1995 | loss: 0.0310838 | val_loss: 0.0311232 | Time: 3191.23 ms [2021-07-12 02:09:31 main:574] : INFO : Epoch 1996 | loss: 0.0310831 | val_loss: 0.0311207 | Time: 3236.47 ms [2021-07-12 02:09:34 main:574] : INFO : Epoch 1997 | loss: 0.0310826 | val_loss: 0.031122 | Time: 3252.43 ms [2021-07-12 02:09:37 main:574] : INFO : Epoch 1998 | loss: 0.0310818 | val_loss: 0.0311215 | Time: 3246.8 ms [2021-07-12 02:09:40 main:574] : INFO : Epoch 1999 | loss: 0.0310799 | val_loss: 0.0311219 | Time: 3183.45 ms [2021-07-12 02:09:43 main:574] : INFO : Epoch 2000 | loss: 0.0310815 | val_loss: 0.0311269 | Time: 3190.26 ms [2021-07-12 02:09:47 main:574] : INFO : Epoch 2001 | loss: 0.0310848 | val_loss: 0.0311236 | Time: 3205.4 ms [2021-07-12 02:09:50 main:574] : INFO : Epoch 2002 | loss: 0.0310841 | val_loss: 0.0311302 | Time: 3235.76 ms [2021-07-12 02:09:53 main:574] : INFO : Epoch 2003 | loss: 0.0310859 | val_loss: 0.0311249 | Time: 3259.71 ms [2021-07-12 02:09:56 main:574] : INFO : Epoch 2004 | loss: 0.0310819 | val_loss: 0.0311255 | Time: 3255.17 ms [2021-07-12 02:10:00 main:574] : INFO : Epoch 2005 | loss: 0.0310796 | val_loss: 0.0311228 | Time: 3225.77 ms [2021-07-12 02:10:03 main:574] : INFO : Epoch 2006 | loss: 0.0310808 | val_loss: 0.0311242 | Time: 3226.41 ms [2021-07-12 02:10:06 main:574] : INFO : Epoch 2007 | loss: 0.0310818 | val_loss: 0.0311241 | Time: 3211.83 ms [2021-07-12 02:10:09 main:574] : INFO : Epoch 2008 | loss: 0.0310795 | val_loss: 0.0311279 | Time: 3217.81 ms [2021-07-12 02:10:13 main:574] : INFO : Epoch 2009 | loss: 0.0310808 | val_loss: 0.0311273 | Time: 3211.07 ms [2021-07-12 02:10:16 main:574] : INFO : Epoch 2010 | loss: 0.0310788 | val_loss: 0.0311275 | Time: 3205.87 ms [2021-07-12 02:10:19 main:574] : INFO : Epoch 2011 | loss: 0.0310784 | val_loss: 0.0311293 | Time: 3201.11 ms [2021-07-12 02:10:22 main:574] : INFO : Epoch 2012 | loss: 0.0310848 | val_loss: 0.0311363 | Time: 3243.36 ms [2021-07-12 02:10:25 main:574] : INFO : Epoch 2013 | loss: 0.0310902 | val_loss: 0.0311293 | Time: 3236.32 ms [2021-07-12 02:10:29 main:574] : INFO : Epoch 2014 | loss: 0.0310859 | val_loss: 0.0311271 | Time: 3231.42 ms [2021-07-12 02:10:32 main:574] : INFO : Epoch 2015 | loss: 0.0310862 | val_loss: 0.0311241 | Time: 3236.26 ms [2021-07-12 02:10:35 main:574] : INFO : Epoch 2016 | loss: 0.0310863 | val_loss: 0.031122 | Time: 3235.85 ms [2021-07-12 02:10:38 main:574] : INFO : Epoch 2017 | loss: 0.0310855 | val_loss: 0.0311249 | Time: 3214.09 ms [2021-07-12 02:10:42 main:574] : INFO : Epoch 2018 | loss: 0.0310825 | val_loss: 0.0311253 | Time: 3245.64 ms [2021-07-12 02:10:45 main:574] : INFO : Epoch 2019 | loss: 0.0310808 | val_loss: 0.0311252 | Time: 3250.8 ms [2021-07-12 02:10:48 main:574] : INFO : Epoch 2020 | loss: 0.0310799 | val_loss: 0.0311229 | Time: 3226.6 ms [2021-07-12 02:10:51 main:574] : INFO : Epoch 2021 | loss: 0.0310818 | val_loss: 0.031126 | Time: 3137.11 ms [2021-07-12 02:10:55 main:574] : INFO : Epoch 2022 | loss: 0.0310792 | val_loss: 0.0311331 | Time: 3243.41 ms [2021-07-12 02:10:58 main:574] : INFO : Epoch 2023 | loss: 0.0310815 | val_loss: 0.031129 | Time: 3205.4 ms [2021-07-12 02:11:01 main:574] : INFO : Epoch 2024 | loss: 0.0310807 | val_loss: 0.0311248 | Time: 3218.92 ms [2021-07-12 02:11:04 main:574] : INFO : Epoch 2025 | loss: 0.0310803 | val_loss: 0.0311273 | Time: 3210.13 ms [2021-07-12 02:11:07 main:574] : INFO : Epoch 2026 | loss: 0.0310802 | val_loss: 0.0311235 | Time: 3185.18 ms [2021-07-12 02:11:11 main:574] : INFO : Epoch 2027 | loss: 0.0310801 | val_loss: 0.031129 | Time: 3179.5 ms [2021-07-12 02:11:14 main:574] : INFO : Epoch 2028 | loss: 0.0310781 | val_loss: 0.0311257 | Time: 3231.88 ms [2021-07-12 02:11:17 main:574] : INFO : Epoch 2029 | loss: 0.0310785 | val_loss: 0.031127 | Time: 3247.17 ms [2021-07-12 02:11:20 main:574] : INFO : Epoch 2030 | loss: 0.0310815 | val_loss: 0.0311265 | Time: 3201.14 ms [2021-07-12 02:11:24 main:574] : INFO : Epoch 2031 | loss: 0.0310834 | val_loss: 0.0311276 | Time: 3223.53 ms [2021-07-12 02:11:27 main:574] : INFO : Epoch 2032 | loss: 0.0310886 | val_loss: 0.0311284 | Time: 3175.23 ms [2021-07-12 02:11:30 main:574] : INFO : Epoch 2033 | loss: 0.0310919 | val_loss: 0.0311311 | Time: 3237.64 ms [2021-07-12 02:11:33 main:574] : INFO : Epoch 2034 | loss: 0.031091 | val_loss: 0.0311304 | Time: 3187.93 ms [2021-07-12 02:11:36 main:574] : INFO : Epoch 2035 | loss: 0.0310899 | val_loss: 0.0311345 | Time: 3195.07 ms [2021-07-12 02:11:40 main:574] : INFO : Epoch 2036 | loss: 0.031086 | val_loss: 0.0311262 | Time: 3218.04 ms [2021-07-12 02:11:43 main:574] : INFO : Epoch 2037 | loss: 0.0310827 | val_loss: 0.0311279 | Time: 3180.08 ms [2021-07-12 02:11:46 main:574] : INFO : Epoch 2038 | loss: 0.0310815 | val_loss: 0.0311266 | Time: 3214.08 ms [2021-07-12 02:11:49 main:574] : INFO : Epoch 2039 | loss: 0.0310798 | val_loss: 0.0311245 | Time: 3232.67 ms [2021-07-12 02:11:52 main:574] : INFO : Epoch 2040 | loss: 0.0310813 | val_loss: 0.0311323 | Time: 3114.06 ms [2021-07-12 02:11:56 main:574] : INFO : Epoch 2041 | loss: 0.0310831 | val_loss: 0.0311298 | Time: 3194.75 ms [2021-07-12 02:11:59 main:574] : INFO : Epoch 2042 | loss: 0.0310785 | val_loss: 0.0311351 | Time: 3198 ms [2021-07-12 02:12:02 main:574] : INFO : Epoch 2043 | loss: 0.0310858 | val_loss: 0.0311289 | Time: 3183.46 ms [2021-07-12 02:12:05 main:574] : INFO : Epoch 2044 | loss: 0.0310888 | val_loss: 0.0311268 | Time: 3226.28 ms [2021-07-12 02:12:08 main:574] : INFO : Epoch 2045 | loss: 0.0310853 | val_loss: 0.0311265 | Time: 3190.79 ms [2021-07-12 02:12:12 main:574] : INFO : Epoch 2046 | loss: 0.0310786 | val_loss: 0.0311234 | Time: 3189.09 ms [2021-07-12 02:12:15 main:574] : INFO : Epoch 2047 | loss: 0.0310775 | val_loss: 0.0311307 | Time: 3106.65 ms [2021-07-12 02:12:18 main:574] : INFO : Epoch 2048 | loss: 0.0310804 | val_loss: 0.0311294 | Time: 3211.15 ms [2021-07-12 02:12:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311294 [2021-07-12 02:12:18 main:603] : INFO : Saving end state to config to file [2021-07-12 02:12:18 main:608] : INFO : Success, exiting.. 02:12:18 (8604): 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)