Task 11443095
| Name | ParityModified-1639952150-23729-3-0_0 |
| Workunit | 8677391 |
| Created | 8 Feb 2022, 18:47:23 UTC |
| Sent | 21 Feb 2022, 0:00:34 UTC |
| Report deadline | 1 Mar 2022, 0:00:34 UTC |
| Received | 8 Mar 2022, 21:32:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10909 |
| Run time | 4 hours 29 min 22 sec |
| CPU time | 3 hours 57 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,378.82 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.34 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311007 | val_loss: 0.0311236 | Time: 3508.98 ms [2022-03-08 12:57:23 main:574] : INFO : Epoch 1543 | loss: 0.0311033 | val_loss: 0.0311254 | Time: 3533.05 ms [2022-03-08 12:57:26 main:574] : INFO : Epoch 1544 | loss: 0.0310985 | val_loss: 0.031124 | Time: 3526.3 ms [2022-03-08 12:57:30 main:574] : INFO : Epoch 1545 | loss: 0.0310989 | val_loss: 0.0311259 | Time: 3451.1 ms [2022-03-08 12:57:33 main:574] : INFO : Epoch 1546 | loss: 0.0310971 | val_loss: 0.0311214 | Time: 3555.87 ms [2022-03-08 12:57:37 main:574] : INFO : Epoch 1547 | loss: 0.0310949 | val_loss: 0.0311233 | Time: 3496.11 ms [2022-03-08 12:57:41 main:574] : INFO : Epoch 1548 | loss: 0.0310962 | val_loss: 0.0311318 | Time: 3511.58 ms [2022-03-08 12:57:44 main:574] : INFO : Epoch 1549 | loss: 0.0310982 | val_loss: 0.0311264 | Time: 3580.64 ms [2022-03-08 12:57:48 main:574] : INFO : Epoch 1550 | loss: 0.0310943 | val_loss: 0.0311297 | Time: 3618.83 ms [2022-03-08 12:57:51 main:574] : INFO : Epoch 1551 | loss: 0.0310929 | val_loss: 0.0311267 | Time: 3549.97 ms [2022-03-08 12:57:55 main:574] : INFO : Epoch 1552 | loss: 0.0310915 | val_loss: 0.0311256 | Time: 3567.42 ms [2022-03-08 12:57:59 main:574] : INFO : Epoch 1553 | loss: 0.0310866 | val_loss: 0.0311239 | Time: 3514.03 ms [2022-03-08 12:58:02 main:574] : INFO : Epoch 1554 | loss: 0.0310868 | val_loss: 0.0311294 | Time: 3482.46 ms [2022-03-08 12:58:06 main:574] : INFO : Epoch 1555 | loss: 0.0310856 | val_loss: 0.0311277 | Time: 3529.56 ms [2022-03-08 12:58:09 main:574] : INFO : Epoch 1556 | loss: 0.0310839 | val_loss: 0.031126 | Time: 3509.86 ms [2022-03-08 12:58:13 main:574] : INFO : Epoch 1557 | loss: 0.031083 | val_loss: 0.0311308 | Time: 3520.49 ms [2022-03-08 12:58:16 main:574] : INFO : Epoch 1558 | loss: 0.0310835 | val_loss: 0.031132 | Time: 3566.74 ms [2022-03-08 12:58:20 main:574] : INFO : Epoch 1559 | loss: 0.0310871 | val_loss: 0.031124 | Time: 3600.23 ms [2022-03-08 12:58:24 main:574] : INFO : Epoch 1560 | loss: 0.0310855 | val_loss: 0.0311222 | Time: 3561.7 ms [2022-03-08 12:58:27 main:574] : INFO : Epoch 1561 | loss: 0.0310829 | val_loss: 0.0311266 | Time: 3571.2 ms [2022-03-08 12:58:31 main:574] : INFO : Epoch 1562 | loss: 0.0310826 | val_loss: 0.0311177 | Time: 3538.56 ms [2022-03-08 12:58:35 main:574] : INFO : Epoch 1563 | loss: 0.0310849 | val_loss: 0.0311285 | Time: 3530.48 ms [2022-03-08 12:58:38 main:574] : INFO : Epoch 1564 | loss: 0.0310841 | val_loss: 0.0311284 | Time: 3571.83 ms [2022-03-08 12:58:42 main:574] : INFO : Epoch 1565 | loss: 0.0310831 | val_loss: 0.0311285 | Time: 3509.37 ms [2022-03-08 12:58:45 main:574] : INFO : Epoch 1566 | loss: 0.03108 | val_loss: 0.0311226 | Time: 3545.62 ms [2022-03-08 12:58:49 main:574] : INFO : Epoch 1567 | loss: 0.031079 | val_loss: 0.0311221 | Time: 3532.79 ms [2022-03-08 12:58:52 main:574] : INFO : Epoch 1568 | loss: 0.0310777 | val_loss: 0.0311242 | Time: 3561.59 ms [2022-03-08 12:58:56 main:574] : INFO : Epoch 1569 | loss: 0.031079 | val_loss: 0.0311221 | Time: 3469.35 ms [2022-03-08 12:59:00 main:574] : INFO : Epoch 1570 | loss: 0.0310767 | val_loss: 0.0311196 | Time: 3685.16 ms [2022-03-08 12:59:03 main:574] : INFO : Epoch 1571 | loss: 0.0310772 | val_loss: 0.0311226 | Time: 3732.73 ms [2022-03-08 12:59:07 main:574] : INFO : Epoch 1572 | loss: 0.0310788 | val_loss: 0.0311192 | Time: 3670.77 ms [2022-03-08 12:59:11 main:574] : INFO : Epoch 1573 | loss: 0.0310811 | val_loss: 0.0311246 | Time: 3584.88 ms [2022-03-08 12:59:15 main:574] : INFO : Epoch 1574 | loss: 0.0310804 | val_loss: 0.0311286 | Time: 3587.98 ms [2022-03-08 12:59:18 main:574] : INFO : Epoch 1575 | loss: 0.0310813 | val_loss: 0.0311176 | Time: 3559.48 ms [2022-03-08 12:59:22 main:574] : INFO : Epoch 1576 | loss: 0.0310794 | val_loss: 0.0311219 | Time: 3443.4 ms [2022-03-08 12:59:25 main:574] : INFO : Epoch 1577 | loss: 0.0310804 | val_loss: 0.0311278 | Time: 3420.27 ms [2022-03-08 12:59:29 main:574] : INFO : Epoch 1578 | loss: 0.0310794 | val_loss: 0.0311196 | Time: 3429.26 ms [2022-03-08 12:59:32 main:574] : INFO : Epoch 1579 | loss: 0.0310792 | val_loss: 0.0311249 | Time: 3598.14 ms [2022-03-08 12:59:36 main:574] : INFO : Epoch 1580 | loss: 0.0311037 | val_loss: 0.0311236 | Time: 3653.81 ms [2022-03-08 12:59:40 main:574] : INFO : Epoch 1581 | loss: 0.031101 | val_loss: 0.0311221 | Time: 3522.42 ms [2022-03-08 12:59:43 main:574] : INFO : Epoch 1582 | loss: 0.0310968 | val_loss: 0.0311264 | Time: 3464.62 ms [2022-03-08 12:59:46 main:574] : INFO : Epoch 1583 | loss: 0.0310941 | val_loss: 0.0311238 | Time: 3394.91 ms [2022-03-08 12:59:50 main:574] : INFO : Epoch 1584 | loss: 0.0310977 | val_loss: 0.0311278 | Time: 3381.57 ms [2022-03-08 12:59:53 main:574] : INFO : Epoch 1585 | loss: 0.0310963 | val_loss: 0.0311299 | Time: 3518.77 ms [2022-03-08 12:59:57 main:574] : INFO : Epoch 1586 | loss: 0.031097 | val_loss: 0.0311262 | Time: 3416.95 ms [2022-03-08 13:00:00 main:574] : INFO : Epoch 1587 | loss: 0.0310961 | val_loss: 0.0311284 | Time: 3450.55 ms [2022-03-08 13:00:04 main:574] : INFO : Epoch 1588 | loss: 0.0310919 | val_loss: 0.0311268 | Time: 3516.31 ms [2022-03-08 13:00:08 main:574] : INFO : Epoch 1589 | loss: 0.0310943 | val_loss: 0.0311247 | Time: 3581.41 ms [2022-03-08 13:00:11 main:574] : INFO : Epoch 1590 | loss: 0.0310955 | val_loss: 0.0311301 | Time: 3440.26 ms [2022-03-08 13:00:15 main:574] : INFO : Epoch 1591 | loss: 0.0310924 | val_loss: 0.0311266 | Time: 3500.42 ms [2022-03-08 13:00:18 main:574] : INFO : Epoch 1592 | loss: 0.0310926 | val_loss: 0.0311328 | Time: 3468.03 ms [2022-03-08 13:00:22 main:574] : INFO : Epoch 1593 | loss: 0.0310895 | val_loss: 0.0311275 | Time: 3498.97 ms [2022-03-08 13:00:25 main:574] : INFO : Epoch 1594 | loss: 0.0310868 | val_loss: 0.0311258 | Time: 3471.71 ms [2022-03-08 13:00:29 main:574] : INFO : Epoch 1595 | loss: 0.03109 | val_loss: 0.0311292 | Time: 3407.93 ms [2022-03-08 13:00:32 main:574] : INFO : Epoch 1596 | loss: 0.0310987 | val_loss: 0.0311227 | Time: 3633.55 ms [2022-03-08 13:00:36 main:574] : INFO : Epoch 1597 | loss: 0.0310966 | val_loss: 0.0311254 | Time: 3572.52 ms [2022-03-08 13:00:40 main:574] : INFO : Epoch 1598 | loss: 0.0310922 | val_loss: 0.0311277 | Time: 3532.2 ms [2022-03-08 13:00:43 main:574] : INFO : Epoch 1599 | loss: 0.0310932 | val_loss: 0.0311242 | Time: 3656.79 ms [2022-03-08 13:00:47 main:574] : INFO : Epoch 1600 | loss: 0.031089 | val_loss: 0.0311218 | Time: 3543.93 ms [2022-03-08 13:00:50 main:574] : INFO : Epoch 1601 | loss: 0.031086 | val_loss: 0.0311297 | Time: 3576.93 ms [2022-03-08 13:00:54 main:574] : INFO : Epoch 1602 | loss: 0.031086 | val_loss: 0.0311236 | Time: 3826.88 ms [2022-03-08 13:00:58 main:574] : INFO : Epoch 1603 | loss: 0.0310884 | val_loss: 0.0311287 | Time: 3687.44 ms [2022-03-08 13:01:02 main:574] : INFO : Epoch 1604 | loss: 0.0310856 | val_loss: 0.0311217 | Time: 3571.19 ms [2022-03-08 13:01:05 main:574] : INFO : Epoch 1605 | loss: 0.0310844 | val_loss: 0.0311249 | Time: 3617.1 ms [2022-03-08 13:01:09 main:574] : INFO : Epoch 1606 | loss: 0.0310857 | val_loss: 0.0311166 | Time: 3646.79 ms [2022-03-08 13:01:13 main:574] : INFO : Epoch 1607 | loss: 0.0310898 | val_loss: 0.0311178 | Time: 3592.73 ms [2022-03-08 13:01:16 main:574] : INFO : Epoch 1608 | loss: 0.0310922 | val_loss: 0.0311227 | Time: 3480.19 ms [2022-03-08 13:01:20 main:574] : INFO : Epoch 1609 | loss: 0.0311015 | val_loss: 0.031126 | Time: 3656.02 ms [2022-03-08 13:01:24 main:574] : INFO : Epoch 1610 | loss: 0.0311008 | val_loss: 0.0311319 | Time: 3641.34 ms [2022-03-08 13:01:27 main:574] : INFO : Epoch 1611 | loss: 0.0310943 | val_loss: 0.0311203 | Time: 3614.92 ms [2022-03-08 13:01:31 main:574] : INFO : Epoch 1612 | loss: 0.0310936 | val_loss: 0.0311212 | Time: 3592.8 ms [2022-03-08 13:01:35 main:574] : INFO : Epoch 1613 | loss: 0.0310939 | val_loss: 0.0311241 | Time: 3682.75 ms [2022-03-08 13:01:38 main:574] : INFO : Epoch 1614 | loss: 0.0310974 | val_loss: 0.0311224 | Time: 3680.71 ms [2022-03-08 13:01:42 main:574] : INFO : Epoch 1615 | loss: 0.0310943 | val_loss: 0.0311214 | Time: 3624.45 ms [2022-03-08 13:01:46 main:574] : INFO : Epoch 1616 | loss: 0.0310927 | val_loss: 0.0311253 | Time: 3638.63 ms [2022-03-08 13:01:50 main:574] : INFO : Epoch 1617 | loss: 0.0310906 | val_loss: 0.0311257 | Time: 3823.39 ms [2022-03-08 13:01:53 main:574] : INFO : Epoch 1618 | loss: 0.0310891 | val_loss: 0.0311203 | Time: 3694.56 ms [2022-03-08 13:01:57 main:574] : INFO : Epoch 1619 | loss: 0.0310962 | val_loss: 0.0311267 | Time: 3834.32 ms [2022-03-08 13:02:01 main:574] : INFO : Epoch 1620 | loss: 0.0311076 | val_loss: 0.0311248 | Time: 3680.78 ms [2022-03-08 13:02:05 main:574] : INFO : Epoch 1621 | loss: 0.0311059 | val_loss: 0.0311259 | Time: 3632.76 ms [2022-03-08 13:02:08 main:574] : INFO : Epoch 1622 | loss: 0.0311056 | val_loss: 0.0311541 | Time: 3671.58 ms [2022-03-08 13:02:12 main:574] : INFO : Epoch 1623 | loss: 0.0356442 | val_loss: 0.0338575 | Time: 3723.75 ms [2022-03-08 13:02:16 main:574] : INFO : Epoch 1624 | loss: 0.0334119 | val_loss: 0.0313795 | Time: 3691.99 ms [2022-03-08 13:02:20 main:574] : INFO : Epoch 1625 | loss: 0.0315706 | val_loss: 0.0313128 | Time: 3708.35 ms [2022-03-08 13:02:23 main:574] : INFO : Epoch 1626 | loss: 0.0312956 | val_loss: 0.0312679 | Time: 3768.51 ms [2022-03-08 13:02:27 main:574] : INFO : Epoch 1627 | loss: 0.0312524 | val_loss: 0.0312433 | Time: 3628.49 ms [2022-03-08 13:02:31 main:574] : INFO : Epoch 1628 | loss: 0.0312387 | val_loss: 0.0312338 | Time: 3794.14 ms [2022-03-08 13:02:35 main:574] : INFO : Epoch 1629 | loss: 0.0312302 | val_loss: 0.0312265 | Time: 3688.3 ms [2022-03-08 13:02:38 main:574] : INFO : Epoch 1630 | loss: 0.0312214 | val_loss: 0.0312166 | Time: 3765.64 ms [2022-03-08 13:02:42 main:574] : INFO : Epoch 1631 | loss: 0.0312113 | val_loss: 0.0312072 | Time: 3879.12 ms [2022-03-08 13:02:46 main:574] : INFO : Epoch 1632 | loss: 0.0312002 | val_loss: 0.0311988 | Time: 3630.98 ms [2022-03-08 13:02:50 main:574] : INFO : Epoch 1633 | loss: 0.0311937 | val_loss: 0.0311924 | Time: 3695.51 ms [2022-03-08 13:02:54 main:574] : INFO : Epoch 1634 | loss: 0.0311899 | val_loss: 0.0311902 | Time: 3722.3 ms [2022-03-08 13:02:57 main:574] : INFO : Epoch 1635 | loss: 0.0311872 | val_loss: 0.0311885 | Time: 3723.1 ms [2022-03-08 13:03:01 main:574] : INFO : Epoch 1636 | loss: 0.031186 | val_loss: 0.0311871 | Time: 3588.35 ms [2022-03-08 13:03:05 main:574] : INFO : Epoch 1637 | loss: 0.0311825 | val_loss: 0.0311834 | Time: 3722.48 ms [2022-03-08 13:03:09 main:574] : INFO : Epoch 1638 | loss: 0.0311796 | val_loss: 0.0311815 | Time: 3780.61 ms [2022-03-08 13:03:12 main:574] : INFO : Epoch 1639 | loss: 0.0311747 | val_loss: 0.0311797 | Time: 3787.59 ms [2022-03-08 13:03:16 main:574] : INFO : Epoch 1640 | loss: 0.0311714 | val_loss: 0.0311758 | Time: 3775.59 ms [2022-03-08 13:03:20 main:574] : INFO : Epoch 1641 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 3887.98 ms [2022-03-08 13:03:24 main:574] : INFO : Epoch 1642 | loss: 0.0311643 | val_loss: 0.031167 | Time: 3978.91 ms [2022-03-08 13:03:28 main:574] : INFO : Epoch 1643 | loss: 0.0311562 | val_loss: 0.0311624 | Time: 4012.75 ms [2022-03-08 13:03:35 main:574] : INFO : Epoch 1644 | loss: 0.0311523 | val_loss: 0.0311542 | Time: 6513.27 ms [2022-03-08 13:03:45 main:574] : INFO : Epoch 1645 | loss: 0.0311482 | val_loss: 0.031155 | Time: 10213.3 ms [2022-03-08 13:03:55 main:574] : INFO : Epoch 1646 | loss: 0.0311492 | val_loss: 0.0311527 | Time: 10059.2 ms [2022-03-08 13:04:04 main:574] : INFO : Epoch 1647 | loss: 0.0311422 | val_loss: 0.0311491 | Time: 9146.31 ms [2022-03-08 13:04:14 main:574] : INFO : Epoch 1648 | loss: 0.031143 | val_loss: 0.0311501 | Time: 9289.86 ms [2022-03-08 13:04:23 main:574] : INFO : Epoch 1649 | loss: 0.0311494 | val_loss: 0.0311766 | Time: 9267.4 ms [2022-03-08 13:04:32 main:574] : INFO : Epoch 1650 | loss: 0.0311545 | val_loss: 0.0311677 | Time: 9131.54 ms [2022-03-08 13:04:41 main:574] : INFO : Epoch 1651 | loss: 0.0311438 | val_loss: 0.0311718 | Time: 9218.69 ms [2022-03-08 13:04:51 main:574] : INFO : Epoch 1652 | loss: 0.0311427 | val_loss: 0.0311529 | Time: 9189.16 ms [2022-03-08 13:05:00 main:574] : INFO : Epoch 1653 | loss: 0.0311383 | val_loss: 0.0311488 | Time: 9363.1 ms [2022-03-08 13:05:09 main:574] : INFO : Epoch 1654 | loss: 0.0311383 | val_loss: 0.0311475 | Time: 9054.1 ms [2022-03-08 13:05:18 main:574] : INFO : Epoch 1655 | loss: 0.0311398 | val_loss: 0.0311462 | Time: 9130.61 ms [2022-03-08 13:05:28 main:574] : INFO : Epoch 1656 | loss: 0.0311419 | val_loss: 0.0311451 | Time: 9484.99 ms [2022-03-08 13:05:48 main:574] : INFO : Epoch 1657 | loss: 0.0311378 | val_loss: 0.0311506 | Time: 20289.9 ms [2022-03-08 13:05:58 main:574] : INFO : Epoch 1658 | loss: 0.0311432 | val_loss: 0.031154 | Time: 9780.38 ms [2022-03-08 13:06:08 main:574] : INFO : Epoch 1659 | loss: 0.0311419 | val_loss: 0.0311463 | Time: 9741.46 ms [2022-03-08 13:06:17 main:574] : INFO : Epoch 1660 | loss: 0.031139 | val_loss: 0.0311468 | Time: 9582.42 ms [2022-03-08 13:06:27 main:574] : INFO : Epoch 1661 | loss: 0.0311359 | val_loss: 0.0311441 | Time: 9542.02 ms [2022-03-08 13:06:36 main:574] : INFO : Epoch 1662 | loss: 0.0311375 | val_loss: 0.0311442 | Time: 9263.73 ms [2022-03-08 13:06:45 main:574] : INFO : Epoch 1663 | loss: 0.0311324 | val_loss: 0.0311462 | Time: 9069.13 ms [2022-03-08 13:06:55 main:574] : INFO : Epoch 1664 | loss: 0.0311407 | val_loss: 0.0311842 | Time: 9122.81 ms [2022-03-08 13:07:04 main:574] : INFO : Epoch 1665 | loss: 0.0311466 | val_loss: 0.0311425 | Time: 9350.84 ms [2022-03-08 13:07:14 main:574] : INFO : Epoch 1666 | loss: 0.0311349 | val_loss: 0.031147 | Time: 9447.22 ms [2022-03-08 13:07:23 main:574] : INFO : Epoch 1667 | loss: 0.0311412 | val_loss: 0.0311546 | Time: 9374.87 ms [2022-03-08 13:07:32 main:574] : INFO : Epoch 1668 | loss: 0.0311417 | val_loss: 0.0311528 | Time: 9227.54 ms [2022-03-08 13:07:41 main:574] : INFO : Epoch 1669 | loss: 0.0311371 | val_loss: 0.0311461 | Time: 9252.49 ms [2022-03-08 13:07:51 main:574] : INFO : Epoch 1670 | loss: 0.0311405 | val_loss: 0.0311431 | Time: 9261.15 ms [2022-03-08 13:08:00 main:574] : INFO : Epoch 1671 | loss: 0.031132 | val_loss: 0.0311456 | Time: 9254.95 ms [2022-03-08 13:08:09 main:574] : INFO : Epoch 1672 | loss: 0.0311277 | val_loss: 0.0311395 | Time: 8966.94 ms [2022-03-08 13:08:18 main:574] : INFO : Epoch 1673 | loss: 0.0311268 | val_loss: 0.0311461 | Time: 9045.79 ms [2022-03-08 13:08:28 main:574] : INFO : Epoch 1674 | loss: 0.0311308 | val_loss: 0.0311405 | Time: 9403.98 ms [2022-03-08 13:08:37 main:574] : INFO : Epoch 1675 | loss: 0.0311289 | val_loss: 0.0311401 | Time: 9168.65 ms [2022-03-08 13:08:46 main:574] : INFO : Epoch 1676 | loss: 0.0311347 | val_loss: 0.0311436 | Time: 9196.79 ms [2022-03-08 13:08:56 main:574] : INFO : Epoch 1677 | loss: 0.0311466 | val_loss: 0.031152 | Time: 9322.58 ms [2022-03-08 13:09:05 main:574] : INFO : Epoch 1678 | loss: 0.0311462 | val_loss: 0.0311724 | Time: 9315.88 ms [2022-03-08 13:09:24 main:574] : INFO : Epoch 1679 | loss: 0.0311479 | val_loss: 0.0311554 | Time: 19330.4 ms [2022-03-08 13:09:28 main:574] : INFO : Epoch 1680 | loss: 0.0311423 | val_loss: 0.0311623 | Time: 3580.3 ms [2022-03-08 13:09:32 main:574] : INFO : Epoch 1681 | loss: 0.0311422 | val_loss: 0.0311439 | Time: 3692.39 ms [2022-03-08 13:09:35 main:574] : INFO : Epoch 1682 | loss: 0.0311329 | val_loss: 0.0311428 | Time: 3652.63 ms [2022-03-08 13:09:39 main:574] : INFO : Epoch 1683 | loss: 0.0311357 | val_loss: 0.0311434 | Time: 3699.88 ms [2022-03-08 13:09:43 main:574] : INFO : Epoch 1684 | loss: 0.0311372 | val_loss: 0.0311416 | Time: 3651.15 ms [2022-03-08 13:09:46 main:574] : INFO : Epoch 1685 | loss: 0.0311311 | val_loss: 0.03114 | Time: 3617.26 ms [2022-03-08 13:09:50 main:574] : INFO : Epoch 1686 | loss: 0.0311323 | val_loss: 0.0311369 | Time: 3773.94 ms [2022-03-08 13:09:54 main:574] : INFO : Epoch 1687 | loss: 0.0311377 | val_loss: 0.0311421 | Time: 3696.29 ms [2022-03-08 13:09:58 main:574] : INFO : Epoch 1688 | loss: 0.0311466 | val_loss: 0.0311366 | Time: 3679.27 ms [2022-03-08 13:10:01 main:574] : INFO : Epoch 1689 | loss: 0.0311367 | val_loss: 0.0311368 | Time: 3703 ms [2022-03-08 13:10:05 main:574] : INFO : Epoch 1690 | loss: 0.0311286 | val_loss: 0.0311335 | Time: 3618.63 ms [2022-03-08 13:10:09 main:574] : INFO : Epoch 1691 | loss: 0.03113 | val_loss: 0.0311333 | Time: 3654.28 ms [2022-03-08 13:10:13 main:574] : INFO : Epoch 1692 | loss: 0.0311321 | val_loss: 0.0311305 | Time: 3744.12 ms [2022-03-08 13:10:16 main:574] : INFO : Epoch 1693 | loss: 0.0311294 | val_loss: 0.0311554 | Time: 3590.73 ms [2022-03-08 13:10:20 main:574] : INFO : Epoch 1694 | loss: 0.0311405 | val_loss: 0.0311345 | Time: 3719.35 ms [2022-03-08 13:10:24 main:574] : INFO : Epoch 1695 | loss: 0.0311295 | val_loss: 0.0311346 | Time: 3598.52 ms [2022-03-08 13:10:27 main:574] : INFO : Epoch 1696 | loss: 0.0311234 | val_loss: 0.0311381 | Time: 3755.65 ms [2022-03-08 13:10:31 main:574] : INFO : Epoch 1697 | loss: 0.0311257 | val_loss: 0.0311329 | Time: 3733.38 ms [2022-03-08 13:10:35 main:574] : INFO : Epoch 1698 | loss: 0.0311347 | val_loss: 0.0311372 | Time: 3524.09 ms [2022-03-08 13:10:39 main:574] : INFO : Epoch 1699 | loss: 0.0311297 | val_loss: 0.0311437 | Time: 3710.49 ms [2022-03-08 13:10:42 main:574] : INFO : Epoch 1700 | loss: 0.0311297 | val_loss: 0.0311341 | Time: 3732.9 ms [2022-03-08 13:10:46 main:574] : INFO : Epoch 1701 | loss: 0.031123 | val_loss: 0.0311407 | Time: 3616.58 ms [2022-03-08 13:10:50 main:574] : INFO : Epoch 1702 | loss: 0.0311269 | val_loss: 0.0311324 | Time: 3583.28 ms [2022-03-08 13:10:53 main:574] : INFO : Epoch 1703 | loss: 0.0311224 | val_loss: 0.0311519 | Time: 3649.27 ms [2022-03-08 13:10:57 main:574] : INFO : Epoch 1704 | loss: 0.0311304 | val_loss: 0.031148 | Time: 3521.42 ms [2022-03-08 13:11:01 main:574] : INFO : Epoch 1705 | loss: 0.0311248 | val_loss: 0.0311326 | Time: 3608.87 ms [2022-03-08 13:11:04 main:574] : INFO : Epoch 1706 | loss: 0.0311408 | val_loss: 0.0311839 | Time: 3775.94 ms [2022-03-08 13:11:08 main:574] : INFO : Epoch 1707 | loss: 0.0311568 | val_loss: 0.0311601 | Time: 3594.89 ms [2022-03-08 13:11:12 main:574] : INFO : Epoch 1708 | loss: 0.0311436 | val_loss: 0.0311457 | Time: 3534.11 ms [2022-03-08 13:11:15 main:574] : INFO : Epoch 1709 | loss: 0.0311439 | val_loss: 0.0311491 | Time: 3671.82 ms [2022-03-08 13:11:19 main:574] : INFO : Epoch 1710 | loss: 0.0311436 | val_loss: 0.0311452 | Time: 3587.26 ms [2022-03-08 13:11:23 main:574] : INFO : Epoch 1711 | loss: 0.0311413 | val_loss: 0.031147 | Time: 3707.65 ms [2022-03-08 13:11:26 main:574] : INFO : Epoch 1712 | loss: 0.031139 | val_loss: 0.0311522 | Time: 3515.27 ms [2022-03-08 13:11:30 main:574] : INFO : Epoch 1713 | loss: 0.0311424 | val_loss: 0.0311584 | Time: 3582.4 ms [2022-03-08 13:11:34 main:574] : INFO : Epoch 1714 | loss: 0.0311397 | val_loss: 0.0311488 | Time: 3675.17 ms [2022-03-08 13:11:37 main:574] : INFO : Epoch 1715 | loss: 0.0311398 | val_loss: 0.0311429 | Time: 3610.99 ms [2022-03-08 13:11:41 main:574] : INFO : Epoch 1716 | loss: 0.0311413 | val_loss: 0.0311443 | Time: 3551.48 ms [2022-03-08 13:11:45 main:574] : INFO : Epoch 1717 | loss: 0.0311405 | val_loss: 0.0311559 | Time: 3668.46 ms [2022-03-08 13:11:48 main:574] : INFO : Epoch 1718 | loss: 0.031139 | val_loss: 0.0311409 | Time: 3671.46 ms [2022-03-08 13:11:52 main:574] : INFO : Epoch 1719 | loss: 0.0311358 | val_loss: 0.0311742 | Time: 3615.92 ms [2022-03-08 13:11:56 main:574] : INFO : Epoch 1720 | loss: 0.031147 | val_loss: 0.0311602 | Time: 3747.73 ms [2022-03-08 13:12:00 main:574] : INFO : Epoch 1721 | loss: 0.0311427 | val_loss: 0.0311482 | Time: 3856.36 ms [2022-03-08 13:12:03 main:574] : INFO : Epoch 1722 | loss: 0.0311396 | val_loss: 0.0311435 | Time: 3492.28 ms [2022-03-08 13:12:07 main:574] : INFO : Epoch 1723 | loss: 0.0311436 | val_loss: 0.0311591 | Time: 3535.32 ms [2022-03-08 13:12:10 main:574] : INFO : Epoch 1724 | loss: 0.0311498 | val_loss: 0.0311625 | Time: 3644.86 ms [2022-03-08 13:12:14 main:574] : INFO : Epoch 1725 | loss: 0.0311566 | val_loss: 0.0311498 | Time: 3563 ms [2022-03-08 13:12:18 main:574] : INFO : Epoch 1726 | loss: 0.0311483 | val_loss: 0.0311452 | Time: 3641.43 ms [2022-03-08 13:12:21 main:574] : INFO : Epoch 1727 | loss: 0.0311455 | val_loss: 0.0311443 | Time: 3659.94 ms [2022-03-08 13:12:25 main:574] : INFO : Epoch 1728 | loss: 0.0311431 | val_loss: 0.0311655 | Time: 3563.02 ms [2022-03-08 13:12:29 main:574] : INFO : Epoch 1729 | loss: 0.0311494 | val_loss: 0.0311493 | Time: 3604.2 ms [2022-03-08 13:12:33 main:574] : INFO : Epoch 1730 | loss: 0.0311464 | val_loss: 0.031152 | Time: 3696.7 ms [2022-03-08 13:12:36 main:574] : INFO : Epoch 1731 | loss: 0.0311485 | val_loss: 0.0311533 | Time: 3667.31 ms [2022-03-08 13:12:40 main:574] : INFO : Epoch 1732 | loss: 0.0311523 | val_loss: 0.0311542 | Time: 3689.58 ms [2022-03-08 13:12:44 main:574] : INFO : Epoch 1733 | loss: 0.0311489 | val_loss: 0.0311524 | Time: 3717.46 ms [2022-03-08 13:12:48 main:574] : INFO : Epoch 1734 | loss: 0.0311666 | val_loss: 0.0311776 | Time: 3741.04 ms [2022-03-08 13:12:51 main:574] : INFO : Epoch 1735 | loss: 0.0311651 | val_loss: 0.0311564 | Time: 3552.44 ms [2022-03-08 13:12:55 main:574] : INFO : Epoch 1736 | loss: 0.0311552 | val_loss: 0.0311496 | Time: 3617.59 ms [2022-03-08 13:12:58 main:574] : INFO : Epoch 1737 | loss: 0.0311468 | val_loss: 0.0311494 | Time: 3661.48 ms [2022-03-08 13:13:02 main:574] : INFO : Epoch 1738 | loss: 0.0311447 | val_loss: 0.0311622 | Time: 3662.49 ms [2022-03-08 13:13:06 main:574] : INFO : Epoch 1739 | loss: 0.0311432 | val_loss: 0.0311451 | Time: 3652.74 ms [2022-03-08 13:13:10 main:574] : INFO : Epoch 1740 | loss: 0.0311391 | val_loss: 0.0311413 | Time: 3671.03 ms [2022-03-08 13:13:13 main:574] : INFO : Epoch 1741 | loss: 0.0311412 | val_loss: 0.0311417 | Time: 3554.64 ms [2022-03-08 13:13:17 main:574] : INFO : Epoch 1742 | loss: 0.0311354 | val_loss: 0.0311398 | Time: 3623.13 ms [2022-03-08 13:13:21 main:574] : INFO : Epoch 1743 | loss: 0.0311335 | val_loss: 0.0311392 | Time: 3658.29 ms [2022-03-08 13:13:24 main:574] : INFO : Epoch 1744 | loss: 0.0311329 | val_loss: 0.0311371 | Time: 3636.85 ms [2022-03-08 13:13:28 main:574] : INFO : Epoch 1745 | loss: 0.0311343 | val_loss: 0.0311465 | Time: 3657.82 ms [2022-03-08 13:13:32 main:574] : INFO : Epoch 1746 | loss: 0.0311368 | val_loss: 0.0311405 | Time: 3657.5 ms [2022-03-08 13:13:35 main:574] : INFO : Epoch 1747 | loss: 0.0311342 | val_loss: 0.0311438 | Time: 3733.65 ms [2022-03-08 13:13:39 main:574] : INFO : Epoch 1748 | loss: 0.0311373 | val_loss: 0.0311583 | Time: 3654.83 ms [2022-03-08 13:13:43 main:574] : INFO : Epoch 1749 | loss: 0.0311493 | val_loss: 0.0311486 | Time: 3350.1 ms [2022-03-08 13:13:46 main:574] : INFO : Epoch 1750 | loss: 0.031145 | val_loss: 0.0311475 | Time: 3316.46 ms [2022-03-08 13:13:49 main:574] : INFO : Epoch 1751 | loss: 0.0311435 | val_loss: 0.0311502 | Time: 3375.53 ms [2022-03-08 13:13:53 main:574] : INFO : Epoch 1752 | loss: 0.0311513 | val_loss: 0.0311454 | Time: 3380.47 ms [2022-03-08 13:13:56 main:574] : INFO : Epoch 1753 | loss: 0.0311424 | val_loss: 0.0311437 | Time: 3396.52 ms [2022-03-08 13:14:00 main:574] : INFO : Epoch 1754 | loss: 0.0311417 | val_loss: 0.0311473 | Time: 3415.41 ms [2022-03-08 13:14:03 main:574] : INFO : Epoch 1755 | loss: 0.0311405 | val_loss: 0.0311472 | Time: 3417.77 ms [2022-03-08 13:14:06 main:574] : INFO : Epoch 1756 | loss: 0.031144 | val_loss: 0.0311482 | Time: 3359.79 ms [2022-03-08 13:14:10 main:574] : INFO : Epoch 1757 | loss: 0.0311372 | val_loss: 0.0311565 | Time: 3345.91 ms [2022-03-08 13:14:13 main:574] : INFO : Epoch 1758 | loss: 0.0311405 | val_loss: 0.031182 | Time: 3423.76 ms [2022-03-08 13:14:17 main:574] : INFO : Epoch 1759 | loss: 0.031151 | val_loss: 0.0311644 | Time: 3355.76 ms [2022-03-08 13:14:20 main:574] : INFO : Epoch 1760 | loss: 0.0311414 | val_loss: 0.0311424 | Time: 3381.64 ms [2022-03-08 13:14:24 main:574] : INFO : Epoch 1761 | loss: 0.0311358 | val_loss: 0.0311433 | Time: 3359.8 ms [2022-03-08 13:14:27 main:574] : INFO : Epoch 1762 | loss: 0.0311506 | val_loss: 0.031172 | Time: 3379.23 ms [2022-03-08 13:14:30 main:574] : INFO : Epoch 1763 | loss: 0.0311472 | val_loss: 0.0311446 | Time: 3412.69 ms [2022-03-08 13:14:34 main:574] : INFO : Epoch 1764 | loss: 0.0311368 | val_loss: 0.0311448 | Time: 3410.49 ms [2022-03-08 13:14:37 main:574] : INFO : Epoch 1765 | loss: 0.0311395 | val_loss: 0.0311406 | Time: 3438.39 ms [2022-03-08 13:14:41 main:574] : INFO : Epoch 1766 | loss: 0.0311334 | val_loss: 0.0311389 | Time: 3414.58 ms [2022-03-08 13:14:44 main:574] : INFO : Epoch 1767 | loss: 0.031135 | val_loss: 0.0311398 | Time: 3497.99 ms [2022-03-08 13:14:48 main:574] : INFO : Epoch 1768 | loss: 0.0311378 | val_loss: 0.0311392 | Time: 3429.25 ms [2022-03-08 13:14:51 main:574] : INFO : Epoch 1769 | loss: 0.0311317 | val_loss: 0.0311482 | Time: 3401.63 ms [2022-03-08 13:14:55 main:574] : INFO : Epoch 1770 | loss: 0.0311349 | val_loss: 0.0311424 | Time: 3505.35 ms [2022-03-08 13:14:58 main:574] : INFO : Epoch 1771 | loss: 0.0311413 | val_loss: 0.0311499 | Time: 3428.8 ms [2022-03-08 13:15:02 main:574] : INFO : Epoch 1772 | loss: 0.0311443 | val_loss: 0.0311552 | Time: 3320.6 ms [2022-03-08 13:15:05 main:574] : INFO : Epoch 1773 | loss: 0.0311473 | val_loss: 0.0311656 | Time: 3464.45 ms [2022-03-08 13:15:09 main:574] : INFO : Epoch 1774 | loss: 0.0311466 | val_loss: 0.0311673 | Time: 3370.85 ms [2022-03-08 13:15:12 main:574] : INFO : Epoch 1775 | loss: 0.0311428 | val_loss: 0.0311431 | Time: 3465.07 ms [2022-03-08 13:15:16 main:574] : INFO : Epoch 1776 | loss: 0.0311405 | val_loss: 0.0311466 | Time: 3439.77 ms [2022-03-08 13:15:19 main:574] : INFO : Epoch 1777 | loss: 0.0311397 | val_loss: 0.0311442 | Time: 3502.73 ms [2022-03-08 13:15:23 main:574] : INFO : Epoch 1778 | loss: 0.0311395 | val_loss: 0.031149 | Time: 3422.5 ms [2022-03-08 13:15:26 main:574] : INFO : Epoch 1779 | loss: 0.0311481 | val_loss: 0.0311616 | Time: 3418.09 ms [2022-03-08 13:15:30 main:574] : INFO : Epoch 1780 | loss: 0.0311483 | val_loss: 0.0311548 | Time: 3435.62 ms [2022-03-08 13:15:33 main:574] : INFO : Epoch 1781 | loss: 0.0311441 | val_loss: 0.031152 | Time: 3406.01 ms [2022-03-08 13:15:37 main:574] : INFO : Epoch 1782 | loss: 0.0311454 | val_loss: 0.0311526 | Time: 3502.86 ms [2022-03-08 13:15:40 main:574] : INFO : Epoch 1783 | loss: 0.031145 | val_loss: 0.0311531 | Time: 3492.08 ms [2022-03-08 13:15:44 main:574] : INFO : Epoch 1784 | loss: 0.0311432 | val_loss: 0.031156 | Time: 3411.2 ms [2022-03-08 13:15:47 main:574] : INFO : Epoch 1785 | loss: 0.0311478 | val_loss: 0.0311573 | Time: 3487.99 ms [2022-03-08 13:15:51 main:574] : INFO : Epoch 1786 | loss: 0.0311465 | val_loss: 0.0311487 | Time: 3398.7 ms [2022-03-08 13:15:54 main:574] : INFO : Epoch 1787 | loss: 0.0311465 | val_loss: 0.0311411 | Time: 3466 ms [2022-03-08 13:15:58 main:574] : INFO : Epoch 1788 | loss: 0.0311383 | val_loss: 0.031139 | Time: 3467.76 ms [2022-03-08 13:16:01 main:574] : INFO : Epoch 1789 | loss: 0.0311354 | val_loss: 0.0311389 | Time: 3371.59 ms [2022-03-08 13:16:05 main:574] : INFO : Epoch 1790 | loss: 0.0311373 | val_loss: 0.0311408 | Time: 3482.76 ms [2022-03-08 13:16:08 main:574] : INFO : Epoch 1791 | loss: 0.0311384 | val_loss: 0.0311402 | Time: 3364.66 ms [2022-03-08 13:16:11 main:574] : INFO : Epoch 1792 | loss: 0.0311344 | val_loss: 0.0311455 | Time: 3419.24 ms [2022-03-08 13:16:15 main:574] : INFO : Epoch 1793 | loss: 0.0311378 | val_loss: 0.0311428 | Time: 3478.69 ms [2022-03-08 13:16:18 main:574] : INFO : Epoch 1794 | loss: 0.0311338 | val_loss: 0.031155 | Time: 3483.77 ms [2022-03-08 13:16:22 main:574] : INFO : Epoch 1795 | loss: 0.0311412 | val_loss: 0.0311445 | Time: 3278.58 ms [2022-03-08 13:16:25 main:574] : INFO : Epoch 1796 | loss: 0.031135 | val_loss: 0.0311416 | Time: 3415.3 ms [2022-03-08 13:16:29 main:574] : INFO : Epoch 1797 | loss: 0.0311378 | val_loss: 0.0311446 | Time: 3404.37 ms [2022-03-08 13:16:32 main:574] : INFO : Epoch 1798 | loss: 0.0311464 | val_loss: 0.0311597 | Time: 3289.37 ms [2022-03-08 13:16:36 main:574] : INFO : Epoch 1799 | loss: 0.031142 | val_loss: 0.0311382 | Time: 3433.3 ms [2022-03-08 13:16:39 main:574] : INFO : Epoch 1800 | loss: 0.0311367 | val_loss: 0.0311524 | Time: 3383.45 ms [2022-03-08 13:16:42 main:574] : INFO : Epoch 1801 | loss: 0.0311357 | val_loss: 0.0311439 | Time: 3497.04 ms [2022-03-08 13:16:46 main:574] : INFO : Epoch 1802 | loss: 0.0311426 | val_loss: 0.0311545 | Time: 3384.39 ms [2022-03-08 13:16:49 main:574] : INFO : Epoch 1803 | loss: 0.031141 | val_loss: 0.0311418 | Time: 3445.82 ms [2022-03-08 13:16:53 main:574] : INFO : Epoch 1804 | loss: 0.0311358 | val_loss: 0.0311402 | Time: 3411.37 ms [2022-03-08 13:16:56 main:574] : INFO : Epoch 1805 | loss: 0.0311365 | val_loss: 0.0311465 | Time: 3452.92 ms [2022-03-08 13:17:00 main:574] : INFO : Epoch 1806 | loss: 0.0311385 | val_loss: 0.0311423 | Time: 3433.49 ms [2022-03-08 13:17:03 main:574] : INFO : Epoch 1807 | loss: 0.0311383 | val_loss: 0.0311403 | Time: 3415.48 ms [2022-03-08 13:17:07 main:574] : INFO : Epoch 1808 | loss: 0.0311346 | val_loss: 0.0311358 | Time: 3358.1 ms [2022-03-08 13:17:10 main:574] : INFO : Epoch 1809 | loss: 0.0311364 | val_loss: 0.0311369 | Time: 3395.16 ms [2022-03-08 13:17:14 main:574] : INFO : Epoch 1810 | loss: 0.0311472 | val_loss: 0.0311457 | Time: 3372.57 ms [2022-03-08 13:17:17 main:574] : INFO : Epoch 1811 | loss: 0.0311416 | val_loss: 0.0311393 | Time: 3417.97 ms [2022-03-08 13:17:20 main:574] : INFO : Epoch 1812 | loss: 0.0311391 | val_loss: 0.0311404 | Time: 3410.82 ms [2022-03-08 13:17:24 main:574] : INFO : Epoch 1813 | loss: 0.0311365 | val_loss: 0.0311526 | Time: 3451.8 ms [2022-03-08 13:17:28 main:574] : INFO : Epoch 1814 | loss: 0.0311389 | val_loss: 0.0311416 | Time: 3496.26 ms [2022-03-08 13:17:31 main:574] : INFO : Epoch 1815 | loss: 0.0311378 | val_loss: 0.0311438 | Time: 3335.63 ms [2022-03-08 13:17:34 main:574] : INFO : Epoch 1816 | loss: 0.0311396 | val_loss: 0.0311423 | Time: 3366.7 ms [2022-03-08 13:17:38 main:574] : INFO : Epoch 1817 | loss: 0.0311371 | val_loss: 0.0311417 | Time: 3474.07 ms [2022-03-08 13:17:41 main:574] : INFO : Epoch 1818 | loss: 0.0311416 | val_loss: 0.0311442 | Time: 3392.46 ms [2022-03-08 13:17:45 main:574] : INFO : Epoch 1819 | loss: 0.0311426 | val_loss: 0.0311542 | Time: 3377.59 ms [2022-03-08 13:17:48 main:574] : INFO : Epoch 1820 | loss: 0.031149 | val_loss: 0.0311775 | Time: 3469.31 ms [2022-03-08 13:17:52 main:574] : INFO : Epoch 1821 | loss: 0.0311477 | val_loss: 0.0311438 | Time: 3427.21 ms [2022-03-08 13:17:55 main:574] : INFO : Epoch 1822 | loss: 0.0311402 | val_loss: 0.0311389 | Time: 3342.11 ms [2022-03-08 13:17:59 main:574] : INFO : Epoch 1823 | loss: 0.0311365 | val_loss: 0.031136 | Time: 3482.51 ms [2022-03-08 13:18:02 main:574] : INFO : Epoch 1824 | loss: 0.0311364 | val_loss: 0.0311358 | Time: 3320.38 ms [2022-03-08 13:18:05 main:574] : INFO : Epoch 1825 | loss: 0.0311383 | val_loss: 0.0311517 | Time: 3438.67 ms [2022-03-08 13:18:09 main:574] : INFO : Epoch 1826 | loss: 0.0311571 | val_loss: 0.031156 | Time: 3384.19 ms [2022-03-08 13:18:12 main:574] : INFO : Epoch 1827 | loss: 0.0311518 | val_loss: 0.0311542 | Time: 3466.27 ms [2022-03-08 13:18:16 main:574] : INFO : Epoch 1828 | loss: 0.0311521 | val_loss: 0.0311472 | Time: 3408.59 ms [2022-03-08 13:18:19 main:574] : INFO : Epoch 1829 | loss: 0.031145 | val_loss: 0.0311468 | Time: 3411.87 ms [2022-03-08 13:18:23 main:574] : INFO : Epoch 1830 | loss: 0.0311446 | val_loss: 0.0311464 | Time: 3301.42 ms [2022-03-08 13:18:26 main:574] : INFO : Epoch 1831 | loss: 0.0311446 | val_loss: 0.0311433 | Time: 3383.39 ms [2022-03-08 13:18:30 main:574] : INFO : Epoch 1832 | loss: 0.0311402 | val_loss: 0.0311429 | Time: 3451.83 ms [2022-03-08 13:18:33 main:574] : INFO : Epoch 1833 | loss: 0.0311396 | val_loss: 0.0311428 | Time: 3343.91 ms [2022-03-08 13:18:37 main:574] : INFO : Epoch 1834 | loss: 0.0311389 | val_loss: 0.0311411 | Time: 3407.93 ms [2022-03-08 13:18:40 main:574] : INFO : Epoch 1835 | loss: 0.0311389 | val_loss: 0.0311426 | Time: 3378.03 ms [2022-03-08 13:18:44 main:574] : INFO : Epoch 1836 | loss: 0.0311418 | val_loss: 0.0311533 | Time: 3513.39 ms [2022-03-08 13:18:47 main:574] : INFO : Epoch 1837 | loss: 0.0311487 | val_loss: 0.0311446 | Time: 3334.95 ms [2022-03-08 13:18:50 main:574] : INFO : Epoch 1838 | loss: 0.0311448 | val_loss: 0.0311457 | Time: 3315.63 ms [2022-03-08 13:18:54 main:574] : INFO : Epoch 1839 | loss: 0.031139 | val_loss: 0.0311523 | Time: 3429.63 ms [2022-03-08 13:18:57 main:574] : INFO : Epoch 1840 | loss: 0.0311429 | val_loss: 0.0311417 | Time: 3393.02 ms [2022-03-08 13:19:01 main:574] : INFO : Epoch 1841 | loss: 0.0311442 | val_loss: 0.0311514 | Time: 3351.36 ms [2022-03-08 13:19:04 main:574] : INFO : Epoch 1842 | loss: 0.0311425 | val_loss: 0.0311439 | Time: 3436.62 ms [2022-03-08 13:19:08 main:574] : INFO : Epoch 1843 | loss: 0.0311423 | val_loss: 0.0311415 | Time: 3439.55 ms [2022-03-08 13:19:11 main:574] : INFO : Epoch 1844 | loss: 0.031144 | val_loss: 0.0311817 | Time: 3315.96 ms [2022-03-08 13:19:14 main:574] : INFO : Epoch 1845 | loss: 0.0311583 | val_loss: 0.0311455 | Time: 3469.93 ms [2022-03-08 13:19:18 main:574] : INFO : Epoch 1846 | loss: 0.0311489 | val_loss: 0.0311466 | Time: 3362.74 ms [2022-03-08 13:19:21 main:574] : INFO : Epoch 1847 | loss: 0.0311479 | val_loss: 0.0311548 | Time: 3506.83 ms [2022-03-08 13:19:25 main:574] : INFO : Epoch 1848 | loss: 0.0311542 | val_loss: 0.0311577 | Time: 3511.9 ms [2022-03-08 13:19:29 main:574] : INFO : Epoch 1849 | loss: 0.0311482 | val_loss: 0.0311487 | Time: 3614.85 ms [2022-03-08 13:19:32 main:574] : INFO : Epoch 1850 | loss: 0.0311414 | val_loss: 0.0311423 | Time: 3339.29 ms [2022-03-08 13:19:35 main:574] : INFO : Epoch 1851 | loss: 0.0311407 | val_loss: 0.0311408 | Time: 3391.38 ms [2022-03-08 13:19:39 main:574] : INFO : Epoch 1852 | loss: 0.0311394 | val_loss: 0.0311404 | Time: 3451.41 ms [2022-03-08 13:19:42 main:574] : INFO : Epoch 1853 | loss: 0.0311382 | val_loss: 0.0311456 | Time: 3514.83 ms [2022-03-08 13:19:46 main:574] : INFO : Epoch 1854 | loss: 0.0311498 | val_loss: 0.0311558 | Time: 3348.34 ms [2022-03-08 13:19:49 main:574] : INFO : Epoch 1855 | loss: 0.0311549 | val_loss: 0.0311512 | Time: 3531.57 ms [2022-03-08 13:19:53 main:574] : INFO : Epoch 1856 | loss: 0.0311566 | val_loss: 0.0311565 | Time: 3306.48 ms [2022-03-08 13:19:56 main:574] : INFO : Epoch 1857 | loss: 0.0311479 | val_loss: 0.0311441 | Time: 3342.77 ms [2022-03-08 13:20:00 main:574] : INFO : Epoch 1858 | loss: 0.0311469 | val_loss: 0.0311445 | Time: 3409.43 ms [2022-03-08 13:20:03 main:574] : INFO : Epoch 1859 | loss: 0.0311421 | val_loss: 0.031138 | Time: 3354.24 ms [2022-03-08 13:20:07 main:574] : INFO : Epoch 1860 | loss: 0.0311404 | val_loss: 0.0311384 | Time: 3411.48 ms [2022-03-08 13:20:10 main:574] : INFO : Epoch 1861 | loss: 0.0311379 | val_loss: 0.0311413 | Time: 3378.91 ms [2022-03-08 13:20:13 main:574] : INFO : Epoch 1862 | loss: 0.0311355 | val_loss: 0.0311403 | Time: 3425.67 ms [2022-03-08 13:20:17 main:574] : INFO : Epoch 1863 | loss: 0.0311377 | val_loss: 0.0311435 | Time: 3324.77 ms [2022-03-08 13:20:20 main:574] : INFO : Epoch 1864 | loss: 0.0311358 | val_loss: 0.0311381 | Time: 3350.8 ms [2022-03-08 13:20:24 main:574] : INFO : Epoch 1865 | loss: 0.0311326 | val_loss: 0.0311431 | Time: 3391.62 ms [2022-03-08 13:20:27 main:574] : INFO : Epoch 1866 | loss: 0.0311359 | val_loss: 0.0311417 | Time: 3319.24 ms [2022-03-08 13:20:31 main:574] : INFO : Epoch 1867 | loss: 0.0311374 | val_loss: 0.031138 | Time: 3471.09 ms [2022-03-08 13:20:34 main:574] : INFO : Epoch 1868 | loss: 0.0311351 | val_loss: 0.0311633 | Time: 3379.15 ms [2022-03-08 13:20:37 main:574] : INFO : Epoch 1869 | loss: 0.0311379 | val_loss: 0.031141 | Time: 3447.91 ms [2022-03-08 13:20:41 main:574] : INFO : Epoch 1870 | loss: 0.0311363 | val_loss: 0.0311437 | Time: 3327.47 ms [2022-03-08 13:20:44 main:574] : INFO : Epoch 1871 | loss: 0.0311337 | val_loss: 0.0311368 | Time: 3370.45 ms [2022-03-08 13:20:48 main:574] : INFO : Epoch 1872 | loss: 0.0311346 | val_loss: 0.0311392 | Time: 3378.61 ms [2022-03-08 13:20:51 main:574] : INFO : Epoch 1873 | loss: 0.0311322 | val_loss: 0.031137 | Time: 3421.25 ms [2022-03-08 13:20:55 main:574] : INFO : Epoch 1874 | loss: 0.0311315 | val_loss: 0.0311401 | Time: 3410.48 ms [2022-03-08 13:20:58 main:574] : INFO : Epoch 1875 | loss: 0.0311403 | val_loss: 0.0311413 | Time: 3363.1 ms [2022-03-08 13:21:02 main:574] : INFO : Epoch 1876 | loss: 0.0311409 | val_loss: 0.0311537 | Time: 3427.69 ms [2022-03-08 13:21:05 main:574] : INFO : Epoch 1877 | loss: 0.0311384 | val_loss: 0.0311569 | Time: 3408.71 ms [2022-03-08 13:21:09 main:574] : INFO : Epoch 1878 | loss: 0.0312258 | val_loss: 0.0312346 | Time: 3465.34 ms [2022-03-08 13:21:12 main:574] : INFO : Epoch 1879 | loss: 0.0312287 | val_loss: 0.0312242 | Time: 3367.85 ms [2022-03-08 13:21:15 main:574] : INFO : Epoch 1880 | loss: 0.0312249 | val_loss: 0.0312243 | Time: 3436.88 ms [2022-03-08 13:21:19 main:574] : INFO : Epoch 1881 | loss: 0.0312227 | val_loss: 0.0312156 | Time: 3402.04 ms [2022-03-08 13:21:22 main:574] : INFO : Epoch 1882 | loss: 0.0312148 | val_loss: 0.0312083 | Time: 3510.46 ms [2022-03-08 13:21:26 main:574] : INFO : Epoch 1883 | loss: 0.0312297 | val_loss: 0.0312277 | Time: 3354.06 ms [2022-03-08 13:21:29 main:574] : INFO : Epoch 1884 | loss: 0.0312265 | val_loss: 0.0312175 | Time: 3391.06 ms [2022-03-08 13:21:33 main:574] : INFO : Epoch 1885 | loss: 0.0313325 | val_loss: 0.0312413 | Time: 3454.47 ms [2022-03-08 13:21:36 main:574] : INFO : Epoch 1886 | loss: 0.0312424 | val_loss: 0.0312089 | Time: 3372.39 ms [2022-03-08 13:21:40 main:574] : INFO : Epoch 1887 | loss: 0.0312046 | val_loss: 0.0311928 | Time: 3386.33 ms [2022-03-08 13:21:43 main:574] : INFO : Epoch 1888 | loss: 0.0311948 | val_loss: 0.0311895 | Time: 3385.33 ms [2022-03-08 13:21:47 main:574] : INFO : Epoch 1889 | loss: 0.0311889 | val_loss: 0.0311855 | Time: 3403.41 ms [2022-03-08 13:21:50 main:574] : INFO : Epoch 1890 | loss: 0.0311847 | val_loss: 0.0311843 | Time: 3411.15 ms [2022-03-08 13:21:54 main:574] : INFO : Epoch 1891 | loss: 0.0311853 | val_loss: 0.0311824 | Time: 3446.42 ms [2022-03-08 13:21:57 main:574] : INFO : Epoch 1892 | loss: 0.0311819 | val_loss: 0.03118 | Time: 3491.02 ms [2022-03-08 13:22:01 main:574] : INFO : Epoch 1893 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 3428.97 ms [2022-03-08 13:22:04 main:574] : INFO : Epoch 1894 | loss: 0.031182 | val_loss: 0.031175 | Time: 3386.11 ms [2022-03-08 13:22:07 main:574] : INFO : Epoch 1895 | loss: 0.0311773 | val_loss: 0.0311763 | Time: 3426.56 ms [2022-03-08 13:22:11 main:574] : INFO : Epoch 1896 | loss: 0.0311747 | val_loss: 0.0311733 | Time: 3353.1 ms [2022-03-08 13:22:14 main:574] : INFO : Epoch 1897 | loss: 0.031174 | val_loss: 0.0311738 | Time: 3380.49 ms [2022-03-08 13:22:18 main:574] : INFO : Epoch 1898 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 3357.07 ms [2022-03-08 13:22:21 main:574] : INFO : Epoch 1899 | loss: 0.0311764 | val_loss: 0.0311784 | Time: 3352.29 ms [2022-03-08 13:22:25 main:574] : INFO : Epoch 1900 | loss: 0.0311794 | val_loss: 0.0311885 | Time: 3417.67 ms [2022-03-08 13:22:28 main:574] : INFO : Epoch 1901 | loss: 0.0311757 | val_loss: 0.0311741 | Time: 3393.13 ms [2022-03-08 13:22:31 main:574] : INFO : Epoch 1902 | loss: 0.0311699 | val_loss: 0.0311738 | Time: 3417.38 ms [2022-03-08 13:22:35 main:574] : INFO : Epoch 1903 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 3382 ms [2022-03-08 13:22:38 main:574] : INFO : Epoch 1904 | loss: 0.0311692 | val_loss: 0.0311931 | Time: 3557.83 ms [2022-03-08 13:22:42 main:574] : INFO : Epoch 1905 | loss: 0.0311713 | val_loss: 0.0311737 | Time: 3289.89 ms [2022-03-08 13:22:45 main:574] : INFO : Epoch 1906 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 3332.87 ms [2022-03-08 13:22:49 main:574] : INFO : Epoch 1907 | loss: 0.0311722 | val_loss: 0.0311727 | Time: 3426.22 ms [2022-03-08 13:22:52 main:574] : INFO : Epoch 1908 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 3435.88 ms [2022-03-08 13:22:56 main:574] : INFO : Epoch 1909 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 3383.61 ms [2022-03-08 13:22:59 main:574] : INFO : Epoch 1910 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 3392.85 ms [2022-03-08 13:23:02 main:574] : INFO : Epoch 1911 | loss: 0.0311673 | val_loss: 0.0311727 | Time: 3452.05 ms [2022-03-08 13:23:06 main:574] : INFO : Epoch 1912 | loss: 0.0311648 | val_loss: 0.0311841 | Time: 3372.19 ms [2022-03-08 13:23:09 main:574] : INFO : Epoch 1913 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 3364.9 ms [2022-03-08 13:23:13 main:574] : INFO : Epoch 1914 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 3367.51 ms [2022-03-08 13:23:16 main:574] : INFO : Epoch 1915 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 3332.72 ms [2022-03-08 13:23:20 main:574] : INFO : Epoch 1916 | loss: 0.0311718 | val_loss: 0.031181 | Time: 3443.84 ms [2022-03-08 13:23:23 main:574] : INFO : Epoch 1917 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 3339.14 ms [2022-03-08 13:23:26 main:574] : INFO : Epoch 1918 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 3436.96 ms [2022-03-08 13:23:30 main:574] : INFO : Epoch 1919 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 3384.17 ms [2022-03-08 13:23:33 main:574] : INFO : Epoch 1920 | loss: 0.0311644 | val_loss: 0.0311699 | Time: 3433.75 ms [2022-03-08 13:23:37 main:574] : INFO : Epoch 1921 | loss: 0.031163 | val_loss: 0.0311706 | Time: 3384.43 ms [2022-03-08 13:23:40 main:574] : INFO : Epoch 1922 | loss: 0.0311632 | val_loss: 0.03117 | Time: 3562.53 ms [2022-03-08 13:23:44 main:574] : INFO : Epoch 1923 | loss: 0.0311666 | val_loss: 0.0311706 | Time: 3524.66 ms [2022-03-08 13:23:47 main:574] : INFO : Epoch 1924 | loss: 0.0311657 | val_loss: 0.0311689 | Time: 3369.66 ms [2022-03-08 13:23:51 main:574] : INFO : Epoch 1925 | loss: 0.0311622 | val_loss: 0.0311726 | Time: 3417.79 ms [2022-03-08 13:23:54 main:574] : INFO : Epoch 1926 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 3443.76 ms [2022-03-08 13:23:58 main:574] : INFO : Epoch 1927 | loss: 0.0311647 | val_loss: 0.0311697 | Time: 3402.1 ms [2022-03-08 13:24:01 main:574] : INFO : Epoch 1928 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 3351.93 ms [2022-03-08 13:24:05 main:574] : INFO : Epoch 1929 | loss: 0.0311695 | val_loss: 0.0311698 | Time: 3457.18 ms [2022-03-08 13:24:08 main:574] : INFO : Epoch 1930 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 3397.78 ms [2022-03-08 13:24:12 main:574] : INFO : Epoch 1931 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 3432.57 ms [2022-03-08 13:24:15 main:574] : INFO : Epoch 1932 | loss: 0.0311712 | val_loss: 0.0312011 | Time: 3370.42 ms [2022-03-08 13:24:18 main:574] : INFO : Epoch 1933 | loss: 0.031173 | val_loss: 0.0311711 | Time: 3425.18 ms [2022-03-08 13:24:22 main:574] : INFO : Epoch 1934 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 3430.54 ms [2022-03-08 13:24:25 main:574] : INFO : Epoch 1935 | loss: 0.0311638 | val_loss: 0.0311674 | Time: 3343.61 ms [2022-03-08 13:24:29 main:574] : INFO : Epoch 1936 | loss: 0.031165 | val_loss: 0.0311695 | Time: 3338.94 ms [2022-03-08 13:24:32 main:574] : INFO : Epoch 1937 | loss: 0.0311616 | val_loss: 0.0311671 | Time: 3374.91 ms [2022-03-08 13:24:35 main:574] : INFO : Epoch 1938 | loss: 0.0311587 | val_loss: 0.0311676 | Time: 3360.37 ms [2022-03-08 13:24:39 main:574] : INFO : Epoch 1939 | loss: 0.0311586 | val_loss: 0.0311742 | Time: 3374.99 ms [2022-03-08 13:24:42 main:574] : INFO : Epoch 1940 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 3364.54 ms [2022-03-08 13:24:46 main:574] : INFO : Epoch 1941 | loss: 0.0311612 | val_loss: 0.03117 | Time: 3380.4 ms [2022-03-08 13:24:49 main:574] : INFO : Epoch 1942 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 3378.08 ms [2022-03-08 13:24:53 main:574] : INFO : Epoch 1943 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 3476.78 ms [2022-03-08 13:24:56 main:574] : INFO : Epoch 1944 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 3385.93 ms [2022-03-08 13:25:00 main:574] : INFO : Epoch 1945 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 3431.47 ms [2022-03-08 13:25:03 main:574] : INFO : Epoch 1946 | loss: 0.031157 | val_loss: 0.0311782 | Time: 3333.01 ms [2022-03-08 13:25:06 main:574] : INFO : Epoch 1947 | loss: 0.0311619 | val_loss: 0.0311685 | Time: 3300.86 ms [2022-03-08 13:25:10 main:574] : INFO : Epoch 1948 | loss: 0.031158 | val_loss: 0.0311696 | Time: 3467.88 ms [2022-03-08 13:25:13 main:574] : INFO : Epoch 1949 | loss: 0.0311627 | val_loss: 0.0311807 | Time: 3370.01 ms [2022-03-08 13:25:17 main:574] : INFO : Epoch 1950 | loss: 0.0311645 | val_loss: 0.0311675 | Time: 3371.07 ms [2022-03-08 13:25:20 main:574] : INFO : Epoch 1951 | loss: 0.0311581 | val_loss: 0.0311669 | Time: 3441.9 ms [2022-03-08 13:25:24 main:574] : INFO : Epoch 1952 | loss: 0.0311611 | val_loss: 0.031171 | Time: 3452.01 ms [2022-03-08 13:25:27 main:574] : INFO : Epoch 1953 | loss: 0.0311594 | val_loss: 0.0311658 | Time: 3411.32 ms [2022-03-08 13:25:31 main:574] : INFO : Epoch 1954 | loss: 0.031159 | val_loss: 0.0311691 | Time: 3417.33 ms [2022-03-08 13:25:34 main:574] : INFO : Epoch 1955 | loss: 0.0311592 | val_loss: 0.0311802 | Time: 3331.14 ms [2022-03-08 13:25:37 main:574] : INFO : Epoch 1956 | loss: 0.0311623 | val_loss: 0.0311692 | Time: 3392.35 ms [2022-03-08 13:25:41 main:574] : INFO : Epoch 1957 | loss: 0.031165 | val_loss: 0.03118 | Time: 3403.26 ms [2022-03-08 13:25:44 main:574] : INFO : Epoch 1958 | loss: 0.0311721 | val_loss: 0.0311725 | Time: 3407.11 ms [2022-03-08 13:25:48 main:574] : INFO : Epoch 1959 | loss: 0.0311668 | val_loss: 0.0311675 | Time: 3444.88 ms [2022-03-08 13:25:51 main:574] : INFO : Epoch 1960 | loss: 0.031162 | val_loss: 0.0311718 | Time: 3354.95 ms [2022-03-08 13:25:55 main:574] : INFO : Epoch 1961 | loss: 0.0311608 | val_loss: 0.0311684 | Time: 3395.64 ms [2022-03-08 13:25:58 main:574] : INFO : Epoch 1962 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 3355.45 ms [2022-03-08 13:26:01 main:574] : INFO : Epoch 1963 | loss: 0.0311655 | val_loss: 0.0311798 | Time: 3392.7 ms [2022-03-08 13:26:05 main:574] : INFO : Epoch 1964 | loss: 0.0311652 | val_loss: 0.0311685 | Time: 3346.68 ms [2022-03-08 13:26:08 main:574] : INFO : Epoch 1965 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 3378.82 ms [2022-03-08 13:26:12 main:574] : INFO : Epoch 1966 | loss: 0.0311594 | val_loss: 0.0311666 | Time: 3349.12 ms [2022-03-08 13:26:15 main:574] : INFO : Epoch 1967 | loss: 0.0311588 | val_loss: 0.0311715 | Time: 3404.02 ms [2022-03-08 13:26:19 main:574] : INFO : Epoch 1968 | loss: 0.0311592 | val_loss: 0.0311688 | Time: 3445.18 ms [2022-03-08 13:26:22 main:574] : INFO : Epoch 1969 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 3254.87 ms [2022-03-08 13:26:25 main:574] : INFO : Epoch 1970 | loss: 0.0311604 | val_loss: 0.0311907 | Time: 3389.61 ms [2022-03-08 13:26:29 main:574] : INFO : Epoch 1971 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 3436.91 ms [2022-03-08 13:26:32 main:574] : INFO : Epoch 1972 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 3499.55 ms [2022-03-08 13:26:36 main:574] : INFO : Epoch 1973 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 3258.64 ms [2022-03-08 13:26:39 main:574] : INFO : Epoch 1974 | loss: 0.0311574 | val_loss: 0.0311708 | Time: 3861.66 ms [2022-03-08 13:26:44 main:574] : INFO : Epoch 1975 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 4018.09 ms [2022-03-08 13:26:47 main:574] : INFO : Epoch 1976 | loss: 0.031156 | val_loss: 0.0311688 | Time: 3557.97 ms [2022-03-08 13:26:51 main:574] : INFO : Epoch 1977 | loss: 0.0311588 | val_loss: 0.0311674 | Time: 3669.36 ms [2022-03-08 13:26:54 main:574] : INFO : Epoch 1978 | loss: 0.0311558 | val_loss: 0.0311733 | Time: 3602.63 ms [2022-03-08 13:26:58 main:574] : INFO : Epoch 1979 | loss: 0.0311556 | val_loss: 0.0311804 | Time: 3468.79 ms [2022-03-08 13:27:02 main:574] : INFO : Epoch 1980 | loss: 0.0311603 | val_loss: 0.0311675 | Time: 3460.2 ms [2022-03-08 13:27:05 main:574] : INFO : Epoch 1981 | loss: 0.0311591 | val_loss: 0.0311696 | Time: 3417.11 ms [2022-03-08 13:27:08 main:574] : INFO : Epoch 1982 | loss: 0.0311578 | val_loss: 0.0311675 | Time: 3425.86 ms [2022-03-08 13:27:12 main:574] : INFO : Epoch 1983 | loss: 0.0311561 | val_loss: 0.0311664 | Time: 3476.97 ms [2022-03-08 13:27:15 main:574] : INFO : Epoch 1984 | loss: 0.031161 | val_loss: 0.0311749 | Time: 3436.89 ms [2022-03-08 13:27:19 main:574] : INFO : Epoch 1985 | loss: 0.0311583 | val_loss: 0.0311675 | Time: 3416.18 ms [2022-03-08 13:27:22 main:574] : INFO : Epoch 1986 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 3452.46 ms [2022-03-08 13:27:26 main:574] : INFO : Epoch 1987 | loss: 0.0311607 | val_loss: 0.0311874 | Time: 3338.32 ms [2022-03-08 13:27:29 main:574] : INFO : Epoch 1988 | loss: 0.0311636 | val_loss: 0.0311672 | Time: 3399.09 ms [2022-03-08 13:27:33 main:574] : INFO : Epoch 1989 | loss: 0.0311635 | val_loss: 0.0311687 | Time: 3413.96 ms [2022-03-08 13:27:36 main:574] : INFO : Epoch 1990 | loss: 0.031156 | val_loss: 0.0311655 | Time: 3327.51 ms [2022-03-08 13:27:40 main:574] : INFO : Epoch 1991 | loss: 0.0311574 | val_loss: 0.0311833 | Time: 3435.24 ms [2022-03-08 13:27:43 main:574] : INFO : Epoch 1992 | loss: 0.0311594 | val_loss: 0.031167 | Time: 3353.78 ms [2022-03-08 13:27:47 main:574] : INFO : Epoch 1993 | loss: 0.0311598 | val_loss: 0.0311804 | Time: 3463.02 ms [2022-03-08 13:27:50 main:574] : INFO : Epoch 1994 | loss: 0.0311573 | val_loss: 0.0311666 | Time: 3347.43 ms [2022-03-08 13:27:53 main:574] : INFO : Epoch 1995 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 3383.75 ms [2022-03-08 13:27:57 main:574] : INFO : Epoch 1996 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 3469.58 ms [2022-03-08 13:28:00 main:574] : INFO : Epoch 1997 | loss: 0.0311551 | val_loss: 0.0311675 | Time: 3312.68 ms [2022-03-08 13:28:04 main:574] : INFO : Epoch 1998 | loss: 0.0311542 | val_loss: 0.0311662 | Time: 3419.9 ms [2022-03-08 13:28:07 main:574] : INFO : Epoch 1999 | loss: 0.0311534 | val_loss: 0.0311682 | Time: 3395.25 ms [2022-03-08 13:28:11 main:574] : INFO : Epoch 2000 | loss: 0.0311574 | val_loss: 0.0311667 | Time: 3352.64 ms [2022-03-08 13:28:14 main:574] : INFO : Epoch 2001 | loss: 0.0311567 | val_loss: 0.031167 | Time: 3381.37 ms [2022-03-08 13:28:18 main:574] : INFO : Epoch 2002 | loss: 0.0311547 | val_loss: 0.0311696 | Time: 3453.47 ms [2022-03-08 13:28:21 main:574] : INFO : Epoch 2003 | loss: 0.0311582 | val_loss: 0.031166 | Time: 3393.5 ms [2022-03-08 13:28:24 main:574] : INFO : Epoch 2004 | loss: 0.0311602 | val_loss: 0.0311659 | Time: 3478.03 ms [2022-03-08 13:28:28 main:574] : INFO : Epoch 2005 | loss: 0.0311592 | val_loss: 0.0311678 | Time: 3365.3 ms [2022-03-08 13:28:31 main:574] : INFO : Epoch 2006 | loss: 0.0311592 | val_loss: 0.0311644 | Time: 3457.82 ms [2022-03-08 13:28:35 main:574] : INFO : Epoch 2007 | loss: 0.031159 | val_loss: 0.0311667 | Time: 3286.23 ms [2022-03-08 13:28:38 main:574] : INFO : Epoch 2008 | loss: 0.0311578 | val_loss: 0.0311674 | Time: 3287.65 ms [2022-03-08 13:28:41 main:574] : INFO : Epoch 2009 | loss: 0.0311613 | val_loss: 0.0311681 | Time: 3402.06 ms [2022-03-08 13:28:45 main:574] : INFO : Epoch 2010 | loss: 0.0311618 | val_loss: 0.0311684 | Time: 3374.97 ms [2022-03-08 13:28:48 main:574] : INFO : Epoch 2011 | loss: 0.0311615 | val_loss: 0.0311704 | Time: 3300.33 ms [2022-03-08 13:28:52 main:574] : INFO : Epoch 2012 | loss: 0.0311612 | val_loss: 0.0311639 | Time: 3418.02 ms [2022-03-08 13:28:55 main:574] : INFO : Epoch 2013 | loss: 0.0311573 | val_loss: 0.031164 | Time: 3375.5 ms [2022-03-08 13:28:59 main:574] : INFO : Epoch 2014 | loss: 0.0311532 | val_loss: 0.0311628 | Time: 3452.56 ms [2022-03-08 13:29:02 main:574] : INFO : Epoch 2015 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 3383.29 ms [2022-03-08 13:29:06 main:574] : INFO : Epoch 2016 | loss: 0.0311533 | val_loss: 0.0311627 | Time: 3451.72 ms [2022-03-08 13:29:09 main:574] : INFO : Epoch 2017 | loss: 0.0311569 | val_loss: 0.0311769 | Time: 3405.72 ms [2022-03-08 13:29:13 main:574] : INFO : Epoch 2018 | loss: 0.0311557 | val_loss: 0.0311618 | Time: 3489.84 ms [2022-03-08 13:29:16 main:574] : INFO : Epoch 2019 | loss: 0.0311553 | val_loss: 0.0311615 | Time: 3397.83 ms [2022-03-08 13:29:19 main:574] : INFO : Epoch 2020 | loss: 0.0311552 | val_loss: 0.0311667 | Time: 3368.13 ms [2022-03-08 13:29:23 main:574] : INFO : Epoch 2021 | loss: 0.0311546 | val_loss: 0.031161 | Time: 3374.43 ms [2022-03-08 13:29:26 main:574] : INFO : Epoch 2022 | loss: 0.031155 | val_loss: 0.0311649 | Time: 3538.89 ms [2022-03-08 13:29:30 main:574] : INFO : Epoch 2023 | loss: 0.0311514 | val_loss: 0.0311588 | Time: 3478.97 ms [2022-03-08 13:29:33 main:574] : INFO : Epoch 2024 | loss: 0.0311515 | val_loss: 0.0311603 | Time: 3522.64 ms [2022-03-08 13:29:37 main:574] : INFO : Epoch 2025 | loss: 0.0311539 | val_loss: 0.0311754 | Time: 3619.51 ms [2022-03-08 13:29:41 main:574] : INFO : Epoch 2026 | loss: 0.0311638 | val_loss: 0.0311591 | Time: 3463.93 ms [2022-03-08 13:29:44 main:574] : INFO : Epoch 2027 | loss: 0.0311624 | val_loss: 0.0311609 | Time: 3598.79 ms [2022-03-08 13:29:48 main:574] : INFO : Epoch 2028 | loss: 0.0311524 | val_loss: 0.0311726 | Time: 3613.15 ms [2022-03-08 13:29:52 main:574] : INFO : Epoch 2029 | loss: 0.0311572 | val_loss: 0.0311636 | Time: 3558.49 ms [2022-03-08 13:29:55 main:574] : INFO : Epoch 2030 | loss: 0.0311541 | val_loss: 0.0311626 | Time: 3751.55 ms [2022-03-08 13:29:59 main:574] : INFO : Epoch 2031 | loss: 0.0311527 | val_loss: 0.0311594 | Time: 3679.85 ms [2022-03-08 13:30:06 main:574] : INFO : Epoch 2032 | loss: 0.0311539 | val_loss: 0.0311638 | Time: 6300.04 ms [2022-03-08 13:30:14 main:574] : INFO : Epoch 2033 | loss: 0.0311526 | val_loss: 0.0311614 | Time: 8466.37 ms [2022-03-08 13:30:23 main:574] : INFO : Epoch 2034 | loss: 0.0311527 | val_loss: 0.0311631 | Time: 8482.01 ms [2022-03-08 13:30:30 main:574] : INFO : Epoch 2035 | loss: 0.0311501 | val_loss: 0.0311608 | Time: 7796.44 ms [2022-03-08 13:30:38 main:574] : INFO : Epoch 2036 | loss: 0.0311496 | val_loss: 0.031161 | Time: 7616.9 ms [2022-03-08 13:30:46 main:574] : INFO : Epoch 2037 | loss: 0.031151 | val_loss: 0.0311605 | Time: 7731.69 ms [2022-03-08 13:30:54 main:574] : INFO : Epoch 2038 | loss: 0.0311501 | val_loss: 0.0311611 | Time: 7904.29 ms [2022-03-08 13:31:03 main:574] : INFO : Epoch 2039 | loss: 0.0311535 | val_loss: 0.0311648 | Time: 9177.44 ms [2022-03-08 13:31:11 main:574] : INFO : Epoch 2040 | loss: 0.031153 | val_loss: 0.0311619 | Time: 7903.38 ms [2022-03-08 13:31:19 main:574] : INFO : Epoch 2041 | loss: 0.0311513 | val_loss: 0.031158 | Time: 8133.47 ms [2022-03-08 13:31:27 main:574] : INFO : Epoch 2042 | loss: 0.0311502 | val_loss: 0.0311593 | Time: 7934.85 ms [2022-03-08 13:31:35 main:574] : INFO : Epoch 2043 | loss: 0.0311494 | val_loss: 0.0311589 | Time: 7626.07 ms [2022-03-08 13:31:42 main:574] : INFO : Epoch 2044 | loss: 0.0311478 | val_loss: 0.0311573 | Time: 7238.6 ms [2022-03-08 13:31:50 main:574] : INFO : Epoch 2045 | loss: 0.0311511 | val_loss: 0.0311583 | Time: 7938.18 ms [2022-03-08 13:31:59 main:574] : INFO : Epoch 2046 | loss: 0.0311538 | val_loss: 0.0311563 | Time: 8526.56 ms [2022-03-08 13:32:09 main:574] : INFO : Epoch 2047 | loss: 0.0311517 | val_loss: 0.0311581 | Time: 10574 ms [2022-03-08 13:32:27 main:574] : INFO : Epoch 2048 | loss: 0.0311555 | val_loss: 0.0311597 | Time: 17379.8 ms [2022-03-08 13:32:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311597 [2022-03-08 13:32:27 main:603] : INFO : Saving end state to config to file [2022-03-08 13:32:27 main:608] : INFO : Success, exiting.. 13:32:27 (47836): 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)