Task 3737128
| Name | ParityModified-1611091504-4230-0_0 |
| Workunit | 1919568 |
| Created | 19 Jan 2021, 21:25:05 UTC |
| Sent | 21 Jan 2021, 11:26:17 UTC |
| Report deadline | 29 Jan 2021, 11:26:17 UTC |
| Received | 21 Jan 2021, 14:47:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 2 hours 12 min 5 sec |
| CPU time | 1 hours 56 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4 main:574] : INFO : Epoch 1542 | loss: 0.0309615 | val_loss: 0.0313459 | Time: 3980.17 ms [2021-01-21 05:14:38 main:574] : INFO : Epoch 1543 | loss: 0.0309641 | val_loss: 0.0312959 | Time: 3674.63 ms [2021-01-21 05:14:42 main:574] : INFO : Epoch 1544 | loss: 0.0309698 | val_loss: 0.031315 | Time: 3493.22 ms [2021-01-21 05:14:45 main:574] : INFO : Epoch 1545 | loss: 0.0309594 | val_loss: 0.0312996 | Time: 3644.75 ms [2021-01-21 05:14:49 main:574] : INFO : Epoch 1546 | loss: 0.0309575 | val_loss: 0.0313227 | Time: 3884.11 ms [2021-01-21 05:14:53 main:574] : INFO : Epoch 1547 | loss: 0.0309588 | val_loss: 0.0312752 | Time: 3422.53 ms [2021-01-21 05:14:57 main:574] : INFO : Epoch 1548 | loss: 0.0309656 | val_loss: 0.0312818 | Time: 3965.21 ms [2021-01-21 05:15:00 main:574] : INFO : Epoch 1549 | loss: 0.0309596 | val_loss: 0.0313231 | Time: 3579.38 ms [2021-01-21 05:15:04 main:574] : INFO : Epoch 1550 | loss: 0.0309573 | val_loss: 0.0313699 | Time: 3518.34 ms [2021-01-21 05:15:09 main:574] : INFO : Epoch 1551 | loss: 0.0309573 | val_loss: 0.0313018 | Time: 4048.52 ms [2021-01-21 05:15:12 main:574] : INFO : Epoch 1552 | loss: 0.0309671 | val_loss: 0.0312997 | Time: 3509.94 ms [2021-01-21 05:15:16 main:574] : INFO : Epoch 1553 | loss: 0.0309699 | val_loss: 0.0313398 | Time: 3639.67 ms [2021-01-21 05:15:20 main:574] : INFO : Epoch 1554 | loss: 0.0309596 | val_loss: 0.0313377 | Time: 3738.05 ms [2021-01-21 05:15:24 main:574] : INFO : Epoch 1555 | loss: 0.0309725 | val_loss: 0.0313393 | Time: 3629.42 ms [2021-01-21 05:15:28 main:574] : INFO : Epoch 1556 | loss: 0.0309651 | val_loss: 0.031358 | Time: 3787.01 ms [2021-01-21 05:15:31 main:574] : INFO : Epoch 1557 | loss: 0.030953 | val_loss: 0.0313128 | Time: 3545.58 ms [2021-01-21 05:15:35 main:574] : INFO : Epoch 1558 | loss: 0.0309685 | val_loss: 0.0312994 | Time: 3471.39 ms [2021-01-21 05:15:38 main:574] : INFO : Epoch 1559 | loss: 0.0309648 | val_loss: 0.0313038 | Time: 3597.52 ms [2021-01-21 05:15:42 main:574] : INFO : Epoch 1560 | loss: 0.030963 | val_loss: 0.0313239 | Time: 3871.74 ms [2021-01-21 05:15:46 main:574] : INFO : Epoch 1561 | loss: 0.0309536 | val_loss: 0.0313716 | Time: 3561.76 ms [2021-01-21 05:15:50 main:574] : INFO : Epoch 1562 | loss: 0.0309551 | val_loss: 0.0313295 | Time: 3582.13 ms [2021-01-21 05:15:53 main:574] : INFO : Epoch 1563 | loss: 0.0309675 | val_loss: 0.0312893 | Time: 3567.23 ms [2021-01-21 05:15:58 main:574] : INFO : Epoch 1564 | loss: 0.0309578 | val_loss: 0.0313001 | Time: 4007.96 ms [2021-01-21 05:16:02 main:574] : INFO : Epoch 1565 | loss: 0.0309605 | val_loss: 0.0313278 | Time: 3870.16 ms [2021-01-21 05:16:05 main:574] : INFO : Epoch 1566 | loss: 0.03096 | val_loss: 0.0313377 | Time: 3577.22 ms [2021-01-21 05:16:09 main:574] : INFO : Epoch 1567 | loss: 0.0309538 | val_loss: 0.0313401 | Time: 3649.73 ms [2021-01-21 05:16:12 main:574] : INFO : Epoch 1568 | loss: 0.0309597 | val_loss: 0.0313154 | Time: 3415.06 ms [2021-01-21 05:16:16 main:574] : INFO : Epoch 1569 | loss: 0.030955 | val_loss: 0.0313638 | Time: 3527.96 ms [2021-01-21 05:16:20 main:574] : INFO : Epoch 1570 | loss: 0.030967 | val_loss: 0.0312993 | Time: 3858.62 ms [2021-01-21 05:16:24 main:574] : INFO : Epoch 1571 | loss: 0.030966 | val_loss: 0.0313222 | Time: 3469.31 ms [2021-01-21 05:16:27 main:574] : INFO : Epoch 1572 | loss: 0.0309622 | val_loss: 0.0313327 | Time: 3701.54 ms [2021-01-21 05:16:32 main:574] : INFO : Epoch 1573 | loss: 0.0309509 | val_loss: 0.0314083 | Time: 4159.38 ms [2021-01-21 05:16:35 main:574] : INFO : Epoch 1574 | loss: 0.0309597 | val_loss: 0.0313167 | Time: 3577.52 ms [2021-01-21 05:16:39 main:574] : INFO : Epoch 1575 | loss: 0.0309668 | val_loss: 0.0313185 | Time: 3935.65 ms [2021-01-21 05:16:43 main:574] : INFO : Epoch 1576 | loss: 0.0309696 | val_loss: 0.0312869 | Time: 3784.23 ms [2021-01-21 05:16:47 main:574] : INFO : Epoch 1577 | loss: 0.0309769 | val_loss: 0.0312876 | Time: 3486.38 ms [2021-01-21 05:16:51 main:574] : INFO : Epoch 1578 | loss: 0.0309832 | val_loss: 0.0312869 | Time: 3468.55 ms [2021-01-21 05:16:54 main:574] : INFO : Epoch 1579 | loss: 0.0309645 | val_loss: 0.0313155 | Time: 3528.5 ms [2021-01-21 05:16:58 main:574] : INFO : Epoch 1580 | loss: 0.0309603 | val_loss: 0.0313318 | Time: 3522.96 ms [2021-01-21 05:17:02 main:574] : INFO : Epoch 1581 | loss: 0.0309585 | val_loss: 0.0313079 | Time: 3566.56 ms [2021-01-21 05:17:05 main:574] : INFO : Epoch 1582 | loss: 0.0309617 | val_loss: 0.0313159 | Time: 3728.65 ms [2021-01-21 05:17:09 main:574] : INFO : Epoch 1583 | loss: 0.0309622 | val_loss: 0.0313186 | Time: 3936.9 ms [2021-01-21 05:17:13 main:574] : INFO : Epoch 1584 | loss: 0.0309577 | val_loss: 0.0312775 | Time: 3593.57 ms [2021-01-21 05:17:17 main:574] : INFO : Epoch 1585 | loss: 0.0309691 | val_loss: 0.0313243 | Time: 3942.64 ms [2021-01-21 05:17:21 main:574] : INFO : Epoch 1586 | loss: 0.0309615 | val_loss: 0.0313514 | Time: 3581.54 ms [2021-01-21 05:17:25 main:574] : INFO : Epoch 1587 | loss: 0.0309571 | val_loss: 0.0312964 | Time: 4009.97 ms [2021-01-21 05:17:29 main:574] : INFO : Epoch 1588 | loss: 0.0309577 | val_loss: 0.0312901 | Time: 3932.44 ms [2021-01-21 05:17:33 main:574] : INFO : Epoch 1589 | loss: 0.0309594 | val_loss: 0.0313319 | Time: 3812.52 ms [2021-01-21 05:17:37 main:574] : INFO : Epoch 1590 | loss: 0.0309701 | val_loss: 0.031368 | Time: 3703.32 ms [2021-01-21 05:17:41 main:574] : INFO : Epoch 1591 | loss: 0.0309586 | val_loss: 0.0313295 | Time: 3874.52 ms [2021-01-21 05:17:45 main:574] : INFO : Epoch 1592 | loss: 0.0309595 | val_loss: 0.0313108 | Time: 3967.88 ms [2021-01-21 05:17:48 main:574] : INFO : Epoch 1593 | loss: 0.0309623 | val_loss: 0.031347 | Time: 3510.59 ms [2021-01-21 05:17:53 main:574] : INFO : Epoch 1594 | loss: 0.0309633 | val_loss: 0.0313414 | Time: 4062.39 ms [2021-01-21 05:17:56 main:574] : INFO : Epoch 1595 | loss: 0.0309754 | val_loss: 0.0313159 | Time: 3697.5 ms [2021-01-21 05:18:00 main:574] : INFO : Epoch 1596 | loss: 0.0309664 | val_loss: 0.0313761 | Time: 3565.36 ms [2021-01-21 05:18:04 main:574] : INFO : Epoch 1597 | loss: 0.0309606 | val_loss: 0.0313252 | Time: 4019.65 ms [2021-01-21 05:18:08 main:574] : INFO : Epoch 1598 | loss: 0.0309587 | val_loss: 0.0313438 | Time: 3755.26 ms [2021-01-21 05:18:12 main:574] : INFO : Epoch 1599 | loss: 0.0309544 | val_loss: 0.0313302 | Time: 3764.78 ms [2021-01-21 05:18:15 main:574] : INFO : Epoch 1600 | loss: 0.0309492 | val_loss: 0.0312728 | Time: 3548.87 ms [2021-01-21 05:18:19 main:574] : INFO : Epoch 1601 | loss: 0.030959 | val_loss: 0.03129 | Time: 3628.94 ms [2021-01-21 05:18:23 main:574] : INFO : Epoch 1602 | loss: 0.0309507 | val_loss: 0.0313429 | Time: 3625.56 ms [2021-01-21 05:18:27 main:574] : INFO : Epoch 1603 | loss: 0.0309536 | val_loss: 0.03136 | Time: 4047.84 ms [2021-01-21 05:18:31 main:574] : INFO : Epoch 1604 | loss: 0.0309648 | val_loss: 0.0312876 | Time: 3943.59 ms [2021-01-21 05:18:35 main:574] : INFO : Epoch 1605 | loss: 0.0309685 | val_loss: 0.0313206 | Time: 3972.47 ms [2021-01-21 05:18:39 main:574] : INFO : Epoch 1606 | loss: 0.0309633 | val_loss: 0.0313004 | Time: 3552.53 ms [2021-01-21 05:18:43 main:574] : INFO : Epoch 1607 | loss: 0.0309635 | val_loss: 0.0313463 | Time: 3789.91 ms [2021-01-21 05:18:46 main:574] : INFO : Epoch 1608 | loss: 0.0309603 | val_loss: 0.0313558 | Time: 3672.27 ms [2021-01-21 05:18:50 main:574] : INFO : Epoch 1609 | loss: 0.0309605 | val_loss: 0.0313121 | Time: 3493.98 ms [2021-01-21 05:18:54 main:574] : INFO : Epoch 1610 | loss: 0.0309596 | val_loss: 0.0313965 | Time: 3597.31 ms [2021-01-21 05:18:57 main:574] : INFO : Epoch 1611 | loss: 0.030964 | val_loss: 0.0313584 | Time: 3666.62 ms [2021-01-21 05:19:01 main:574] : INFO : Epoch 1612 | loss: 0.0309729 | val_loss: 0.0313269 | Time: 3698.11 ms [2021-01-21 05:19:05 main:574] : INFO : Epoch 1613 | loss: 0.0309643 | val_loss: 0.0313089 | Time: 3760.26 ms [2021-01-21 05:19:09 main:574] : INFO : Epoch 1614 | loss: 0.0309638 | val_loss: 0.0313201 | Time: 3540.26 ms [2021-01-21 05:19:13 main:574] : INFO : Epoch 1615 | loss: 0.0309753 | val_loss: 0.0313044 | Time: 3478.41 ms [2021-01-21 05:19:16 main:574] : INFO : Epoch 1616 | loss: 0.0309725 | val_loss: 0.0313118 | Time: 3676.6 ms [2021-01-21 05:19:21 main:574] : INFO : Epoch 1617 | loss: 0.030962 | val_loss: 0.0312834 | Time: 4124.5 ms [2021-01-21 05:19:24 main:574] : INFO : Epoch 1618 | loss: 0.0309734 | val_loss: 0.0313039 | Time: 3486.5 ms [2021-01-21 05:19:28 main:574] : INFO : Epoch 1619 | loss: 0.0309655 | val_loss: 0.0313314 | Time: 3491.65 ms [2021-01-21 05:19:31 main:574] : INFO : Epoch 1620 | loss: 0.030961 | val_loss: 0.0313459 | Time: 3668.43 ms [2021-01-21 05:19:35 main:574] : INFO : Epoch 1621 | loss: 0.0309634 | val_loss: 0.0313057 | Time: 3724.97 ms [2021-01-21 05:19:39 main:574] : INFO : Epoch 1622 | loss: 0.0309622 | val_loss: 0.0313091 | Time: 3474.31 ms [2021-01-21 05:19:43 main:574] : INFO : Epoch 1623 | loss: 0.0309572 | val_loss: 0.0313379 | Time: 3725.05 ms [2021-01-21 05:19:47 main:574] : INFO : Epoch 1624 | loss: 0.0309595 | val_loss: 0.0312891 | Time: 3627.9 ms [2021-01-21 05:19:51 main:574] : INFO : Epoch 1625 | loss: 0.0309729 | val_loss: 0.0313451 | Time: 3972.01 ms [2021-01-21 05:19:54 main:574] : INFO : Epoch 1626 | loss: 0.0309793 | val_loss: 0.0312979 | Time: 3467.49 ms [2021-01-21 05:19:58 main:574] : INFO : Epoch 1627 | loss: 0.0309614 | val_loss: 0.0313365 | Time: 3478.02 ms [2021-01-21 05:20:01 main:574] : INFO : Epoch 1628 | loss: 0.030958 | val_loss: 0.0313328 | Time: 3593.9 ms [2021-01-21 05:20:05 main:574] : INFO : Epoch 1629 | loss: 0.0309556 | val_loss: 0.0312921 | Time: 3582.86 ms [2021-01-21 05:20:09 main:574] : INFO : Epoch 1630 | loss: 0.0309612 | val_loss: 0.0313185 | Time: 3628.58 ms [2021-01-21 05:20:12 main:574] : INFO : Epoch 1631 | loss: 0.0309528 | val_loss: 0.0313151 | Time: 3480.79 ms [2021-01-21 05:20:16 main:574] : INFO : Epoch 1632 | loss: 0.0309611 | val_loss: 0.0313026 | Time: 3913.01 ms [2021-01-21 05:20:20 main:574] : INFO : Epoch 1633 | loss: 0.0309617 | val_loss: 0.0313179 | Time: 3475.94 ms [2021-01-21 05:20:24 main:574] : INFO : Epoch 1634 | loss: 0.0309739 | val_loss: 0.0313041 | Time: 3766.95 ms [2021-01-21 05:20:27 main:574] : INFO : Epoch 1635 | loss: 0.0309628 | val_loss: 0.0313336 | Time: 3582.28 ms [2021-01-21 05:20:31 main:574] : INFO : Epoch 1636 | loss: 0.0309629 | val_loss: 0.0313257 | Time: 3605.67 ms [2021-01-21 05:20:35 main:574] : INFO : Epoch 1637 | loss: 0.0309737 | val_loss: 0.031272 | Time: 3654.55 ms [2021-01-21 05:20:39 main:574] : INFO : Epoch 1638 | loss: 0.0309666 | val_loss: 0.0313472 | Time: 3615.98 ms [2021-01-21 05:20:42 main:574] : INFO : Epoch 1639 | loss: 0.0309612 | val_loss: 0.0313051 | Time: 3535.26 ms [2021-01-21 05:20:46 main:574] : INFO : Epoch 1640 | loss: 0.0309629 | val_loss: 0.0313097 | Time: 3512.43 ms [2021-01-21 05:20:50 main:574] : INFO : Epoch 1641 | loss: 0.0309637 | val_loss: 0.0313488 | Time: 3817.07 ms [2021-01-21 05:20:54 main:574] : INFO : Epoch 1642 | loss: 0.0309584 | val_loss: 0.0313481 | Time: 3882.9 ms [2021-01-21 05:20:58 main:574] : INFO : Epoch 1643 | loss: 0.0309617 | val_loss: 0.031319 | Time: 4025.35 ms [2021-01-21 05:21:02 main:574] : INFO : Epoch 1644 | loss: 0.0309598 | val_loss: 0.0313083 | Time: 3469.61 ms [2021-01-21 05:21:05 main:574] : INFO : Epoch 1645 | loss: 0.030966 | val_loss: 0.0313353 | Time: 3496.05 ms [2021-01-21 05:21:09 main:574] : INFO : Epoch 1646 | loss: 0.0309631 | val_loss: 0.0313228 | Time: 4005.27 ms [2021-01-21 05:21:13 main:574] : INFO : Epoch 1647 | loss: 0.0309691 | val_loss: 0.0312901 | Time: 3522.1 ms [2021-01-21 05:21:16 main:574] : INFO : Epoch 1648 | loss: 0.0309645 | val_loss: 0.0313016 | Time: 3535.02 ms [2021-01-21 05:21:20 main:574] : INFO : Epoch 1649 | loss: 0.0309637 | val_loss: 0.0313467 | Time: 3838.73 ms [2021-01-21 05:21:24 main:574] : INFO : Epoch 1650 | loss: 0.0309635 | val_loss: 0.0313208 | Time: 3648.65 ms [2021-01-21 05:21:28 main:574] : INFO : Epoch 1651 | loss: 0.0309502 | val_loss: 0.0312867 | Time: 3469.06 ms [2021-01-21 05:21:31 main:574] : INFO : Epoch 1652 | loss: 0.0309552 | val_loss: 0.0313311 | Time: 3688.22 ms [2021-01-21 05:21:35 main:574] : INFO : Epoch 1653 | loss: 0.0309618 | val_loss: 0.0313204 | Time: 3524.99 ms [2021-01-21 05:21:39 main:574] : INFO : Epoch 1654 | loss: 0.0309626 | val_loss: 0.0312966 | Time: 3636.08 ms [2021-01-21 05:21:42 main:574] : INFO : Epoch 1655 | loss: 0.0309667 | val_loss: 0.0313058 | Time: 3601.41 ms [2021-01-21 05:21:46 main:574] : INFO : Epoch 1656 | loss: 0.0309629 | val_loss: 0.031311 | Time: 3444.51 ms [2021-01-21 05:21:50 main:574] : INFO : Epoch 1657 | loss: 0.0309663 | val_loss: 0.031335 | Time: 3567.62 ms [2021-01-21 05:21:53 main:574] : INFO : Epoch 1658 | loss: 0.0309657 | val_loss: 0.031304 | Time: 3622.37 ms [2021-01-21 05:21:57 main:574] : INFO : Epoch 1659 | loss: 0.0309676 | val_loss: 0.0313013 | Time: 3453.7 ms [2021-01-21 05:22:01 main:574] : INFO : Epoch 1660 | loss: 0.0309636 | val_loss: 0.0313157 | Time: 3861.35 ms [2021-01-21 05:22:04 main:574] : INFO : Epoch 1661 | loss: 0.0309654 | val_loss: 0.031292 | Time: 3514.5 ms [2021-01-21 05:22:08 main:574] : INFO : Epoch 1662 | loss: 0.0309616 | val_loss: 0.0313224 | Time: 3702.4 ms [2021-01-21 05:22:12 main:574] : INFO : Epoch 1663 | loss: 0.0309584 | val_loss: 0.0313514 | Time: 3969.3 ms [2021-01-21 05:22:16 main:574] : INFO : Epoch 1664 | loss: 0.0309602 | val_loss: 0.0313002 | Time: 3677.23 ms [2021-01-21 05:22:20 main:574] : INFO : Epoch 1665 | loss: 0.0309669 | val_loss: 0.0312832 | Time: 3730.72 ms [2021-01-21 05:22:24 main:574] : INFO : Epoch 1666 | loss: 0.0309701 | val_loss: 0.0312674 | Time: 3556.56 ms [2021-01-21 05:22:28 main:574] : INFO : Epoch 1667 | loss: 0.03096 | val_loss: 0.0313141 | Time: 3791.19 ms [2021-01-21 05:22:32 main:574] : INFO : Epoch 1668 | loss: 0.0309559 | val_loss: 0.031315 | Time: 4069.89 ms [2021-01-21 05:22:35 main:574] : INFO : Epoch 1669 | loss: 0.0309655 | val_loss: 0.0313181 | Time: 3683.57 ms [2021-01-21 05:22:39 main:574] : INFO : Epoch 1670 | loss: 0.0309591 | val_loss: 0.0313235 | Time: 3777.47 ms [2021-01-21 05:22:43 main:574] : INFO : Epoch 1671 | loss: 0.0309523 | val_loss: 0.0313179 | Time: 3816.9 ms [2021-01-21 05:22:47 main:574] : INFO : Epoch 1672 | loss: 0.0309553 | val_loss: 0.031339 | Time: 3534.29 ms [2021-01-21 05:22:51 main:574] : INFO : Epoch 1673 | loss: 0.0309658 | val_loss: 0.031315 | Time: 3504.57 ms [2021-01-21 05:22:54 main:574] : INFO : Epoch 1674 | loss: 0.0309658 | val_loss: 0.0313637 | Time: 3582.37 ms [2021-01-21 05:22:58 main:574] : INFO : Epoch 1675 | loss: 0.0309716 | val_loss: 0.0312922 | Time: 3507.89 ms [2021-01-21 05:23:02 main:574] : INFO : Epoch 1676 | loss: 0.0309666 | val_loss: 0.031371 | Time: 3472.39 ms [2021-01-21 05:23:05 main:574] : INFO : Epoch 1677 | loss: 0.030956 | val_loss: 0.0313388 | Time: 3453.89 ms [2021-01-21 05:23:09 main:574] : INFO : Epoch 1678 | loss: 0.0309662 | val_loss: 0.031287 | Time: 3691.63 ms [2021-01-21 05:23:13 main:574] : INFO : Epoch 1679 | loss: 0.0309693 | val_loss: 0.0313138 | Time: 3970.92 ms [2021-01-21 05:23:17 main:574] : INFO : Epoch 1680 | loss: 0.0309671 | val_loss: 0.0313222 | Time: 3562.77 ms [2021-01-21 05:23:20 main:574] : INFO : Epoch 1681 | loss: 0.0309563 | val_loss: 0.0313381 | Time: 3657.67 ms [2021-01-21 05:23:24 main:574] : INFO : Epoch 1682 | loss: 0.0309473 | val_loss: 0.0313266 | Time: 3541.08 ms [2021-01-21 05:23:28 main:574] : INFO : Epoch 1683 | loss: 0.0309554 | val_loss: 0.0313438 | Time: 4052.47 ms [2021-01-21 05:23:32 main:574] : INFO : Epoch 1684 | loss: 0.0310809 | val_loss: 0.0312058 | Time: 3439.63 ms [2021-01-21 05:23:35 main:574] : INFO : Epoch 1685 | loss: 0.0311579 | val_loss: 0.0312003 | Time: 3503.34 ms [2021-01-21 05:23:39 main:574] : INFO : Epoch 1686 | loss: 0.0311379 | val_loss: 0.0311925 | Time: 3560.11 ms [2021-01-21 05:23:43 main:574] : INFO : Epoch 1687 | loss: 0.0311116 | val_loss: 0.0312134 | Time: 3478.06 ms [2021-01-21 05:23:46 main:574] : INFO : Epoch 1688 | loss: 0.0310798 | val_loss: 0.0312347 | Time: 3814.11 ms [2021-01-21 05:23:50 main:574] : INFO : Epoch 1689 | loss: 0.0310447 | val_loss: 0.0312722 | Time: 3900.93 ms [2021-01-21 05:23:54 main:574] : INFO : Epoch 1690 | loss: 0.0310131 | val_loss: 0.0312979 | Time: 3540.77 ms [2021-01-21 05:23:58 main:574] : INFO : Epoch 1691 | loss: 0.0309919 | val_loss: 0.0312856 | Time: 3906.25 ms [2021-01-21 05:24:02 main:574] : INFO : Epoch 1692 | loss: 0.0309732 | val_loss: 0.0313244 | Time: 3933.3 ms [2021-01-21 05:24:06 main:574] : INFO : Epoch 1693 | loss: 0.0309643 | val_loss: 0.0313233 | Time: 3769.51 ms [2021-01-21 05:24:10 main:574] : INFO : Epoch 1694 | loss: 0.0309599 | val_loss: 0.0312961 | Time: 3782.15 ms [2021-01-21 05:24:14 main:574] : INFO : Epoch 1695 | loss: 0.0309643 | val_loss: 0.0312776 | Time: 3532.26 ms [2021-01-21 05:24:17 main:574] : INFO : Epoch 1696 | loss: 0.0309636 | val_loss: 0.0313309 | Time: 3632.26 ms [2021-01-21 05:24:21 main:574] : INFO : Epoch 1697 | loss: 0.030958 | val_loss: 0.0313317 | Time: 3555.92 ms [2021-01-21 05:24:24 main:574] : INFO : Epoch 1698 | loss: 0.0309593 | val_loss: 0.0313544 | Time: 3486.25 ms [2021-01-21 05:24:28 main:574] : INFO : Epoch 1699 | loss: 0.0309642 | val_loss: 0.0313157 | Time: 3516.62 ms [2021-01-21 05:24:32 main:574] : INFO : Epoch 1700 | loss: 0.0309698 | val_loss: 0.0312997 | Time: 3599.74 ms [2021-01-21 05:24:36 main:574] : INFO : Epoch 1701 | loss: 0.0309555 | val_loss: 0.0313206 | Time: 4027.72 ms [2021-01-21 05:24:40 main:574] : INFO : Epoch 1702 | loss: 0.0309544 | val_loss: 0.0313284 | Time: 3798.71 ms [2021-01-21 05:24:43 main:574] : INFO : Epoch 1703 | loss: 0.0309547 | val_loss: 0.0312998 | Time: 3592.74 ms [2021-01-21 05:24:47 main:574] : INFO : Epoch 1704 | loss: 0.0309607 | val_loss: 0.0313262 | Time: 3500.86 ms [2021-01-21 05:24:51 main:574] : INFO : Epoch 1705 | loss: 0.0309653 | val_loss: 0.0313004 | Time: 3563.18 ms [2021-01-21 05:24:54 main:574] : INFO : Epoch 1706 | loss: 0.0309652 | val_loss: 0.0313207 | Time: 3473.8 ms [2021-01-21 05:24:58 main:574] : INFO : Epoch 1707 | loss: 0.0309635 | val_loss: 0.0313613 | Time: 3526.12 ms [2021-01-21 05:25:02 main:574] : INFO : Epoch 1708 | loss: 0.0309692 | val_loss: 0.0313249 | Time: 4005.73 ms [2021-01-21 05:25:06 main:574] : INFO : Epoch 1709 | loss: 0.0309684 | val_loss: 0.0313 | Time: 3674.34 ms [2021-01-21 05:25:10 main:574] : INFO : Epoch 1710 | loss: 0.0309672 | val_loss: 0.0312832 | Time: 3678.89 ms [2021-01-21 05:25:13 main:574] : INFO : Epoch 1711 | loss: 0.0309608 | val_loss: 0.0313558 | Time: 3492.95 ms [2021-01-21 05:25:17 main:574] : INFO : Epoch 1712 | loss: 0.0309618 | val_loss: 0.0313356 | Time: 3567.71 ms [2021-01-21 05:25:21 main:574] : INFO : Epoch 1713 | loss: 0.0309546 | val_loss: 0.0313129 | Time: 3646.09 ms [2021-01-21 05:25:24 main:574] : INFO : Epoch 1714 | loss: 0.030963 | val_loss: 0.0312923 | Time: 3779.59 ms [2021-01-21 05:25:28 main:574] : INFO : Epoch 1715 | loss: 0.0309641 | val_loss: 0.0313254 | Time: 3643.31 ms [2021-01-21 05:25:32 main:574] : INFO : Epoch 1716 | loss: 0.0309585 | val_loss: 0.0313326 | Time: 3933.28 ms [2021-01-21 05:25:36 main:574] : INFO : Epoch 1717 | loss: 0.0309591 | val_loss: 0.031336 | Time: 3716.4 ms [2021-01-21 05:25:40 main:574] : INFO : Epoch 1718 | loss: 0.0309572 | val_loss: 0.0313396 | Time: 3559.43 ms [2021-01-21 05:25:43 main:574] : INFO : Epoch 1719 | loss: 0.0309532 | val_loss: 0.0313284 | Time: 3723.61 ms [2021-01-21 05:25:47 main:574] : INFO : Epoch 1720 | loss: 0.030968 | val_loss: 0.0313158 | Time: 3566.99 ms [2021-01-21 05:25:51 main:574] : INFO : Epoch 1721 | loss: 0.0309668 | val_loss: 0.0313379 | Time: 3517.44 ms [2021-01-21 05:25:55 main:574] : INFO : Epoch 1722 | loss: 0.0309743 | val_loss: 0.0312718 | Time: 4080.65 ms [2021-01-21 05:25:59 main:574] : INFO : Epoch 1723 | loss: 0.0309755 | val_loss: 0.0312958 | Time: 3740.83 ms [2021-01-21 05:26:03 main:574] : INFO : Epoch 1724 | loss: 0.0309652 | val_loss: 0.0313436 | Time: 4067.47 ms [2021-01-21 05:26:07 main:574] : INFO : Epoch 1725 | loss: 0.0309633 | val_loss: 0.0312778 | Time: 3987.3 ms [2021-01-21 05:26:11 main:574] : INFO : Epoch 1726 | loss: 0.0309812 | val_loss: 0.0313478 | Time: 3540.05 ms [2021-01-21 05:26:14 main:574] : INFO : Epoch 1727 | loss: 0.0309682 | val_loss: 0.0313145 | Time: 3581.45 ms [2021-01-21 05:26:18 main:574] : INFO : Epoch 1728 | loss: 0.03096 | val_loss: 0.0313156 | Time: 3733.29 ms [2021-01-21 05:26:22 main:574] : INFO : Epoch 1729 | loss: 0.030964 | val_loss: 0.0312935 | Time: 4168.06 ms [2021-01-21 05:26:26 main:574] : INFO : Epoch 1730 | loss: 0.0309625 | val_loss: 0.0313345 | Time: 3543.05 ms [2021-01-21 05:26:30 main:574] : INFO : Epoch 1731 | loss: 0.0309689 | val_loss: 0.0313127 | Time: 3734.93 ms [2021-01-21 05:26:34 main:574] : INFO : Epoch 1732 | loss: 0.0309613 | val_loss: 0.0312741 | Time: 3597.68 ms [2021-01-21 05:26:37 main:574] : INFO : Epoch 1733 | loss: 0.0309693 | val_loss: 0.0313024 | Time: 3535.62 ms [2021-01-21 05:26:41 main:574] : INFO : Epoch 1734 | loss: 0.0309759 | val_loss: 0.0313162 | Time: 3579.48 ms [2021-01-21 05:26:45 main:574] : INFO : Epoch 1735 | loss: 0.0309735 | val_loss: 0.0313228 | Time: 3583.81 ms [2021-01-21 05:26:48 main:574] : INFO : Epoch 1736 | loss: 0.0309478 | val_loss: 0.031321 | Time: 3555.98 ms [2021-01-21 05:26:52 main:574] : INFO : Epoch 1737 | loss: 0.0309528 | val_loss: 0.0313388 | Time: 3878.63 ms [2021-01-21 05:26:56 main:574] : INFO : Epoch 1738 | loss: 0.0309596 | val_loss: 0.0313273 | Time: 3767.95 ms [2021-01-21 05:27:00 main:574] : INFO : Epoch 1739 | loss: 0.0309559 | val_loss: 0.0312956 | Time: 3624.18 ms [2021-01-21 05:27:03 main:574] : INFO : Epoch 1740 | loss: 0.0309664 | val_loss: 0.031303 | Time: 3618.37 ms [2021-01-21 05:27:07 main:574] : INFO : Epoch 1741 | loss: 0.0309695 | val_loss: 0.0313407 | Time: 3457.25 ms [2021-01-21 05:27:11 main:574] : INFO : Epoch 1742 | loss: 0.0309651 | val_loss: 0.031353 | Time: 3694.35 ms [2021-01-21 05:27:15 main:574] : INFO : Epoch 1743 | loss: 0.0309589 | val_loss: 0.0313082 | Time: 3746.42 ms [2021-01-21 05:27:18 main:574] : INFO : Epoch 1744 | loss: 0.0309695 | val_loss: 0.0312761 | Time: 3493.81 ms [2021-01-21 05:27:22 main:574] : INFO : Epoch 1745 | loss: 0.030966 | val_loss: 0.031335 | Time: 3615.14 ms [2021-01-21 05:27:26 main:574] : INFO : Epoch 1746 | loss: 0.030957 | val_loss: 0.0313291 | Time: 3970.11 ms [2021-01-21 05:27:30 main:574] : INFO : Epoch 1747 | loss: 0.0309643 | val_loss: 0.0313187 | Time: 3554.94 ms [2021-01-21 05:27:34 main:574] : INFO : Epoch 1748 | loss: 0.0309618 | val_loss: 0.0312977 | Time: 3648.44 ms [2021-01-21 05:27:38 main:574] : INFO : Epoch 1749 | loss: 0.0309638 | val_loss: 0.0313289 | Time: 4008.2 ms [2021-01-21 05:27:42 main:574] : INFO : Epoch 1750 | loss: 0.0309523 | val_loss: 0.0313114 | Time: 4003 ms [2021-01-21 05:27:46 main:574] : INFO : Epoch 1751 | loss: 0.0309603 | val_loss: 0.0313288 | Time: 3643.94 ms [2021-01-21 05:27:50 main:574] : INFO : Epoch 1752 | loss: 0.03097 | val_loss: 0.0313576 | Time: 3973.16 ms [2021-01-21 05:27:54 main:574] : INFO : Epoch 1753 | loss: 0.030961 | val_loss: 0.0312761 | Time: 3781.86 ms [2021-01-21 05:27:57 main:574] : INFO : Epoch 1754 | loss: 0.0309787 | val_loss: 0.0313328 | Time: 3501.67 ms [2021-01-21 05:28:01 main:574] : INFO : Epoch 1755 | loss: 0.030974 | val_loss: 0.0313435 | Time: 3437.29 ms [2021-01-21 05:28:05 main:574] : INFO : Epoch 1756 | loss: 0.0309671 | val_loss: 0.0313037 | Time: 3975.78 ms [2021-01-21 05:28:09 main:574] : INFO : Epoch 1757 | loss: 0.0309567 | val_loss: 0.0313234 | Time: 4023.07 ms [2021-01-21 05:28:13 main:574] : INFO : Epoch 1758 | loss: 0.030972 | val_loss: 0.0313223 | Time: 3704.47 ms [2021-01-21 05:28:17 main:574] : INFO : Epoch 1759 | loss: 0.0309652 | val_loss: 0.0313181 | Time: 4003.88 ms [2021-01-21 05:28:21 main:574] : INFO : Epoch 1760 | loss: 0.0309616 | val_loss: 0.0313081 | Time: 3710.32 ms [2021-01-21 05:28:25 main:574] : INFO : Epoch 1761 | loss: 0.0309578 | val_loss: 0.0312849 | Time: 3627.57 ms [2021-01-21 05:28:28 main:574] : INFO : Epoch 1762 | loss: 0.0309685 | val_loss: 0.031321 | Time: 3513.46 ms [2021-01-21 05:28:32 main:574] : INFO : Epoch 1763 | loss: 0.0309654 | val_loss: 0.031337 | Time: 3521.15 ms [2021-01-21 05:28:35 main:574] : INFO : Epoch 1764 | loss: 0.030967 | val_loss: 0.0313044 | Time: 3641.77 ms [2021-01-21 05:28:39 main:574] : INFO : Epoch 1765 | loss: 0.0309549 | val_loss: 0.0313504 | Time: 3851.73 ms [2021-01-21 05:28:43 main:574] : INFO : Epoch 1766 | loss: 0.0309568 | val_loss: 0.0312995 | Time: 3511.43 ms [2021-01-21 05:28:47 main:574] : INFO : Epoch 1767 | loss: 0.0309669 | val_loss: 0.0313193 | Time: 3557.5 ms [2021-01-21 05:28:50 main:574] : INFO : Epoch 1768 | loss: 0.030963 | val_loss: 0.0312948 | Time: 3603.2 ms [2021-01-21 05:28:54 main:574] : INFO : Epoch 1769 | loss: 0.0309656 | val_loss: 0.0312983 | Time: 3774.73 ms [2021-01-21 05:28:59 main:574] : INFO : Epoch 1770 | loss: 0.0309699 | val_loss: 0.0313428 | Time: 4114.44 ms [2021-01-21 05:29:02 main:574] : INFO : Epoch 1771 | loss: 0.0309725 | val_loss: 0.0313452 | Time: 3586.35 ms [2021-01-21 05:29:06 main:574] : INFO : Epoch 1772 | loss: 0.0309735 | val_loss: 0.0312926 | Time: 4077.67 ms [2021-01-21 05:29:10 main:574] : INFO : Epoch 1773 | loss: 0.0309696 | val_loss: 0.0313326 | Time: 3622.82 ms [2021-01-21 05:29:14 main:574] : INFO : Epoch 1774 | loss: 0.0309621 | val_loss: 0.0312998 | Time: 3589.36 ms [2021-01-21 05:29:18 main:574] : INFO : Epoch 1775 | loss: 0.0309567 | val_loss: 0.0313394 | Time: 3974.9 ms [2021-01-21 05:29:22 main:574] : INFO : Epoch 1776 | loss: 0.0309638 | val_loss: 0.0312785 | Time: 3490.69 ms [2021-01-21 05:29:25 main:574] : INFO : Epoch 1777 | loss: 0.0309714 | val_loss: 0.0313384 | Time: 3628.14 ms [2021-01-21 05:29:29 main:574] : INFO : Epoch 1778 | loss: 0.0309628 | val_loss: 0.0313385 | Time: 3669.28 ms [2021-01-21 05:29:33 main:574] : INFO : Epoch 1779 | loss: 0.0309577 | val_loss: 0.0313349 | Time: 3653.74 ms [2021-01-21 05:29:37 main:574] : INFO : Epoch 1780 | loss: 0.0309512 | val_loss: 0.0313236 | Time: 3912.22 ms [2021-01-21 05:29:41 main:574] : INFO : Epoch 1781 | loss: 0.030961 | val_loss: 0.0313155 | Time: 4180.35 ms [2021-01-21 05:29:45 main:574] : INFO : Epoch 1782 | loss: 0.0309576 | val_loss: 0.031317 | Time: 3518.05 ms [2021-01-21 05:29:49 main:574] : INFO : Epoch 1783 | loss: 0.0309628 | val_loss: 0.0312944 | Time: 3602.1 ms [2021-01-21 05:29:53 main:574] : INFO : Epoch 1784 | loss: 0.0309714 | val_loss: 0.0313017 | Time: 3859.94 ms [2021-01-21 05:29:56 main:574] : INFO : Epoch 1785 | loss: 0.0309704 | val_loss: 0.0313183 | Time: 3730.48 ms [2021-01-21 05:30:00 main:574] : INFO : Epoch 1786 | loss: 0.0309671 | val_loss: 0.0313115 | Time: 4054.09 ms [2021-01-21 05:30:04 main:574] : INFO : Epoch 1787 | loss: 0.0309717 | val_loss: 0.0313054 | Time: 3566.59 ms [2021-01-21 05:30:08 main:574] : INFO : Epoch 1788 | loss: 0.0309604 | val_loss: 0.0313283 | Time: 3783.44 ms [2021-01-21 05:30:12 main:574] : INFO : Epoch 1789 | loss: 0.0309548 | val_loss: 0.0313201 | Time: 3867.61 ms [2021-01-21 05:30:16 main:574] : INFO : Epoch 1790 | loss: 0.0309522 | val_loss: 0.0313225 | Time: 3971.51 ms [2021-01-21 05:30:20 main:574] : INFO : Epoch 1791 | loss: 0.0309626 | val_loss: 0.0313312 | Time: 4038.15 ms [2021-01-21 05:30:24 main:574] : INFO : Epoch 1792 | loss: 0.0309682 | val_loss: 0.0312701 | Time: 3790.43 ms [2021-01-21 05:30:28 main:574] : INFO : Epoch 1793 | loss: 0.0309686 | val_loss: 0.0313508 | Time: 3839.68 ms [2021-01-21 05:30:32 main:574] : INFO : Epoch 1794 | loss: 0.0309599 | val_loss: 0.0313069 | Time: 4158.47 ms [2021-01-21 05:30:36 main:574] : INFO : Epoch 1795 | loss: 0.030954 | val_loss: 0.0313299 | Time: 3693.2 ms [2021-01-21 05:30:40 main:574] : INFO : Epoch 1796 | loss: 0.0309512 | val_loss: 0.0313117 | Time: 4062.55 ms [2021-01-21 05:30:44 main:574] : INFO : Epoch 1797 | loss: 0.030961 | val_loss: 0.0313077 | Time: 3612.57 ms [2021-01-21 05:30:48 main:574] : INFO : Epoch 1798 | loss: 0.0309705 | val_loss: 0.0312993 | Time: 3648.43 ms [2021-01-21 05:30:51 main:574] : INFO : Epoch 1799 | loss: 0.0309679 | val_loss: 0.0313205 | Time: 3581.45 ms [2021-01-21 05:30:55 main:574] : INFO : Epoch 1800 | loss: 0.0309645 | val_loss: 0.0313123 | Time: 3639.54 ms [2021-01-21 05:30:59 main:574] : INFO : Epoch 1801 | loss: 0.0309565 | val_loss: 0.0313297 | Time: 3692.76 ms [2021-01-21 05:31:03 main:574] : INFO : Epoch 1802 | loss: 0.0309527 | val_loss: 0.0313382 | Time: 3643.48 ms [2021-01-21 05:31:06 main:574] : INFO : Epoch 1803 | loss: 0.0309577 | val_loss: 0.0313203 | Time: 3824.6 ms [2021-01-21 05:31:10 main:574] : INFO : Epoch 1804 | loss: 0.0309555 | val_loss: 0.0313396 | Time: 3722.19 ms [2021-01-21 05:31:14 main:574] : INFO : Epoch 1805 | loss: 0.0309654 | val_loss: 0.0313123 | Time: 3730.96 ms [2021-01-21 05:31:18 main:574] : INFO : Epoch 1806 | loss: 0.0309707 | val_loss: 0.031357 | Time: 3514.77 ms [2021-01-21 05:31:22 main:574] : INFO : Epoch 1807 | loss: 0.0309676 | val_loss: 0.0313159 | Time: 4172.41 ms [2021-01-21 05:31:26 main:574] : INFO : Epoch 1808 | loss: 0.0309742 | val_loss: 0.0312818 | Time: 3553.47 ms [2021-01-21 05:31:29 main:574] : INFO : Epoch 1809 | loss: 0.0309787 | val_loss: 0.0313013 | Time: 3427.26 ms [2021-01-21 05:31:33 main:574] : INFO : Epoch 1810 | loss: 0.0309679 | val_loss: 0.0313233 | Time: 3683.37 ms [2021-01-21 05:31:37 main:574] : INFO : Epoch 1811 | loss: 0.0309651 | val_loss: 0.03132 | Time: 3477.27 ms [2021-01-21 05:31:40 main:574] : INFO : Epoch 1812 | loss: 0.0309584 | val_loss: 0.0313304 | Time: 3429.86 ms [2021-01-21 05:31:44 main:574] : INFO : Epoch 1813 | loss: 0.0309658 | val_loss: 0.0312952 | Time: 3430.28 ms [2021-01-21 05:31:47 main:574] : INFO : Epoch 1814 | loss: 0.03096 | val_loss: 0.0313202 | Time: 3480.64 ms [2021-01-21 05:31:51 main:574] : INFO : Epoch 1815 | loss: 0.0309623 | val_loss: 0.0313136 | Time: 3614.75 ms [2021-01-21 05:31:55 main:574] : INFO : Epoch 1816 | loss: 0.0309697 | val_loss: 0.031292 | Time: 3896.7 ms [2021-01-21 05:31:59 main:574] : INFO : Epoch 1817 | loss: 0.0309711 | val_loss: 0.0313212 | Time: 3707.42 ms [2021-01-21 05:32:03 main:574] : INFO : Epoch 1818 | loss: 0.0309658 | val_loss: 0.0313113 | Time: 3700.18 ms [2021-01-21 05:32:07 main:574] : INFO : Epoch 1819 | loss: 0.0309638 | val_loss: 0.0313127 | Time: 3828.66 ms [2021-01-21 05:32:10 main:574] : INFO : Epoch 1820 | loss: 0.0309539 | val_loss: 0.0313137 | Time: 3578.72 ms [2021-01-21 05:32:14 main:574] : INFO : Epoch 1821 | loss: 0.030962 | val_loss: 0.0313208 | Time: 3869.15 ms [2021-01-21 05:32:18 main:574] : INFO : Epoch 1822 | loss: 0.0309601 | val_loss: 0.0313256 | Time: 3677.38 ms [2021-01-21 05:32:22 main:574] : INFO : Epoch 1823 | loss: 0.0309517 | val_loss: 0.0313476 | Time: 3954.36 ms [2021-01-21 05:32:26 main:574] : INFO : Epoch 1824 | loss: 0.0309583 | val_loss: 0.0313212 | Time: 3681.31 ms [2021-01-21 05:32:30 main:574] : INFO : Epoch 1825 | loss: 0.0309637 | val_loss: 0.0313148 | Time: 3763.82 ms [2021-01-21 05:32:33 main:574] : INFO : Epoch 1826 | loss: 0.0309626 | val_loss: 0.0313183 | Time: 3491.31 ms [2021-01-21 05:32:37 main:574] : INFO : Epoch 1827 | loss: 0.0309595 | val_loss: 0.0313084 | Time: 3631.5 ms [2021-01-21 05:32:41 main:574] : INFO : Epoch 1828 | loss: 0.0309787 | val_loss: 0.0313239 | Time: 3606.99 ms [2021-01-21 05:32:44 main:574] : INFO : Epoch 1829 | loss: 0.0309746 | val_loss: 0.0313206 | Time: 3509.61 ms [2021-01-21 05:32:48 main:574] : INFO : Epoch 1830 | loss: 0.0309683 | val_loss: 0.0313346 | Time: 3634.67 ms [2021-01-21 05:32:52 main:574] : INFO : Epoch 1831 | loss: 0.0309691 | val_loss: 0.0313262 | Time: 3449.73 ms [2021-01-21 05:32:55 main:574] : INFO : Epoch 1832 | loss: 0.0309598 | val_loss: 0.0313646 | Time: 3573.36 ms [2021-01-21 05:32:59 main:574] : INFO : Epoch 1833 | loss: 0.0309697 | val_loss: 0.0313268 | Time: 3701.22 ms [2021-01-21 05:33:03 main:574] : INFO : Epoch 1834 | loss: 0.0309557 | val_loss: 0.0313287 | Time: 3567.59 ms [2021-01-21 05:33:07 main:574] : INFO : Epoch 1835 | loss: 0.0309669 | val_loss: 0.0313057 | Time: 4114.08 ms [2021-01-21 05:33:11 main:574] : INFO : Epoch 1836 | loss: 0.0309536 | val_loss: 0.0313064 | Time: 3513.23 ms [2021-01-21 05:33:15 main:574] : INFO : Epoch 1837 | loss: 0.0309571 | val_loss: 0.0313257 | Time: 4029.36 ms [2021-01-21 05:33:19 main:574] : INFO : Epoch 1838 | loss: 0.0309518 | val_loss: 0.0312866 | Time: 3789.67 ms [2021-01-21 05:33:22 main:574] : INFO : Epoch 1839 | loss: 0.0309626 | val_loss: 0.0313094 | Time: 3528.26 ms [2021-01-21 05:33:26 main:574] : INFO : Epoch 1840 | loss: 0.0309654 | val_loss: 0.0313191 | Time: 3544.74 ms [2021-01-21 05:33:30 main:574] : INFO : Epoch 1841 | loss: 0.030969 | val_loss: 0.0313119 | Time: 4017.48 ms [2021-01-21 05:33:34 main:574] : INFO : Epoch 1842 | loss: 0.0309544 | val_loss: 0.0313573 | Time: 3991.32 ms [2021-01-21 05:33:38 main:574] : INFO : Epoch 1843 | loss: 0.0309591 | val_loss: 0.0313452 | Time: 3452.25 ms [2021-01-21 05:33:42 main:574] : INFO : Epoch 1844 | loss: 0.0309673 | val_loss: 0.0313553 | Time: 3758.22 ms [2021-01-21 05:33:45 main:574] : INFO : Epoch 1845 | loss: 0.0309639 | val_loss: 0.0312908 | Time: 3518.38 ms [2021-01-21 05:33:49 main:574] : INFO : Epoch 1846 | loss: 0.030978 | val_loss: 0.0313147 | Time: 3921.28 ms [2021-01-21 05:33:53 main:574] : INFO : Epoch 1847 | loss: 0.0309572 | val_loss: 0.0313298 | Time: 3759.61 ms [2021-01-21 05:33:57 main:574] : INFO : Epoch 1848 | loss: 0.0309647 | val_loss: 0.0313314 | Time: 3937.63 ms [2021-01-21 05:34:01 main:574] : INFO : Epoch 1849 | loss: 0.0309568 | val_loss: 0.0313622 | Time: 3970.54 ms [2021-01-21 05:34:05 main:574] : INFO : Epoch 1850 | loss: 0.0309582 | val_loss: 0.0313028 | Time: 3632.98 ms [2021-01-21 05:34:09 main:574] : INFO : Epoch 1851 | loss: 0.0309642 | val_loss: 0.0313223 | Time: 4071.54 ms [2021-01-21 05:34:13 main:574] : INFO : Epoch 1852 | loss: 0.0309748 | val_loss: 0.0313205 | Time: 3627.78 ms [2021-01-21 05:34:17 main:574] : INFO : Epoch 1853 | loss: 0.0309621 | val_loss: 0.0313073 | Time: 3479.32 ms [2021-01-21 05:34:20 main:574] : INFO : Epoch 1854 | loss: 0.0309564 | val_loss: 0.0313304 | Time: 3507.08 ms [2021-01-21 05:34:24 main:574] : INFO : Epoch 1855 | loss: 0.0309553 | val_loss: 0.0313374 | Time: 3722.52 ms [2021-01-21 05:34:28 main:574] : INFO : Epoch 1856 | loss: 0.0309566 | val_loss: 0.0312941 | Time: 3831.53 ms [2021-01-21 05:34:32 main:574] : INFO : Epoch 1857 | loss: 0.0309603 | val_loss: 0.0313074 | Time: 3517.4 ms [2021-01-21 05:34:36 main:574] : INFO : Epoch 1858 | loss: 0.0309623 | val_loss: 0.0313224 | Time: 3922.62 ms [2021-01-21 05:34:40 main:574] : INFO : Epoch 1859 | loss: 0.0309724 | val_loss: 0.0313491 | Time: 3819.07 ms [2021-01-21 05:34:44 main:574] : INFO : Epoch 1860 | loss: 0.0309626 | val_loss: 0.0313043 | Time: 3969.18 ms [2021-01-21 05:34:47 main:574] : INFO : Epoch 1861 | loss: 0.0309565 | val_loss: 0.0313487 | Time: 3452.17 ms [2021-01-21 05:34:51 main:574] : INFO : Epoch 1862 | loss: 0.0309526 | val_loss: 0.0313441 | Time: 3812.58 ms [2021-01-21 05:34:55 main:574] : INFO : Epoch 1863 | loss: 0.0309593 | val_loss: 0.031304 | Time: 3649.53 ms [2021-01-21 05:34:59 main:574] : INFO : Epoch 1864 | loss: 0.030958 | val_loss: 0.0313338 | Time: 3984.03 ms [2021-01-21 05:35:03 main:574] : INFO : Epoch 1865 | loss: 0.0309596 | val_loss: 0.0312984 | Time: 3913.53 ms [2021-01-21 05:35:07 main:574] : INFO : Epoch 1866 | loss: 0.0309632 | val_loss: 0.0313438 | Time: 3879.4 ms [2021-01-21 05:35:11 main:574] : INFO : Epoch 1867 | loss: 0.0309685 | val_loss: 0.0313398 | Time: 3462.9 ms [2021-01-21 05:35:15 main:574] : INFO : Epoch 1868 | loss: 0.0309662 | val_loss: 0.031317 | Time: 3965 ms [2021-01-21 05:35:19 main:574] : INFO : Epoch 1869 | loss: 0.0309591 | val_loss: 0.0313279 | Time: 4019.79 ms [2021-01-21 05:35:23 main:574] : INFO : Epoch 1870 | loss: 0.0309584 | val_loss: 0.0312851 | Time: 3985.8 ms [2021-01-21 05:35:27 main:574] : INFO : Epoch 1871 | loss: 0.0309644 | val_loss: 0.031311 | Time: 3706.07 ms [2021-01-21 05:35:31 main:574] : INFO : Epoch 1872 | loss: 0.0309657 | val_loss: 0.0313095 | Time: 3807.31 ms [2021-01-21 05:35:34 main:574] : INFO : Epoch 1873 | loss: 0.0309741 | val_loss: 0.0313071 | Time: 3540.89 ms [2021-01-21 05:35:38 main:574] : INFO : Epoch 1874 | loss: 0.0309668 | val_loss: 0.0313105 | Time: 3926.59 ms [2021-01-21 05:35:42 main:574] : INFO : Epoch 1875 | loss: 0.0309542 | val_loss: 0.0313081 | Time: 3620.25 ms [2021-01-21 05:35:46 main:574] : INFO : Epoch 1876 | loss: 0.0309494 | val_loss: 0.0313472 | Time: 4120.32 ms [2021-01-21 05:35:50 main:574] : INFO : Epoch 1877 | loss: 0.0309638 | val_loss: 0.0313424 | Time: 3894.87 ms [2021-01-21 05:35:54 main:574] : INFO : Epoch 1878 | loss: 0.030967 | val_loss: 0.0313226 | Time: 3718.88 ms [2021-01-21 05:35:58 main:574] : INFO : Epoch 1879 | loss: 0.0309606 | val_loss: 0.0313299 | Time: 3511.58 ms [2021-01-21 05:36:02 main:574] : INFO : Epoch 1880 | loss: 0.0309617 | val_loss: 0.031321 | Time: 3663.4 ms [2021-01-21 05:36:06 main:574] : INFO : Epoch 1881 | loss: 0.0309572 | val_loss: 0.0313109 | Time: 3856.67 ms [2021-01-21 05:36:10 main:574] : INFO : Epoch 1882 | loss: 0.0309572 | val_loss: 0.0313484 | Time: 3929.09 ms [2021-01-21 05:36:14 main:574] : INFO : Epoch 1883 | loss: 0.0309575 | val_loss: 0.0313619 | Time: 3894.23 ms [2021-01-21 05:36:18 main:574] : INFO : Epoch 1884 | loss: 0.030972 | val_loss: 0.0313282 | Time: 3758.67 ms [2021-01-21 05:36:22 main:574] : INFO : Epoch 1885 | loss: 0.0309624 | val_loss: 0.031323 | Time: 3833.22 ms [2021-01-21 05:36:25 main:574] : INFO : Epoch 1886 | loss: 0.0309692 | val_loss: 0.0312702 | Time: 3511.62 ms [2021-01-21 05:36:29 main:574] : INFO : Epoch 1887 | loss: 0.0309644 | val_loss: 0.0313079 | Time: 3961.52 ms [2021-01-21 05:36:34 main:574] : INFO : Epoch 1888 | loss: 0.0309638 | val_loss: 0.0312872 | Time: 4019.67 ms [2021-01-21 05:36:37 main:574] : INFO : Epoch 1889 | loss: 0.0309708 | val_loss: 0.0313219 | Time: 3620.6 ms [2021-01-21 05:36:41 main:574] : INFO : Epoch 1890 | loss: 0.0309752 | val_loss: 0.0312848 | Time: 4035.86 ms [2021-01-21 05:36:45 main:574] : INFO : Epoch 1891 | loss: 0.03097 | val_loss: 0.0313357 | Time: 3452.03 ms [2021-01-21 05:36:49 main:574] : INFO : Epoch 1892 | loss: 0.0309511 | val_loss: 0.0313281 | Time: 3858.89 ms [2021-01-21 05:36:53 main:574] : INFO : Epoch 1893 | loss: 0.030957 | val_loss: 0.031327 | Time: 3520.37 ms [2021-01-21 05:36:57 main:574] : INFO : Epoch 1894 | loss: 0.0309565 | val_loss: 0.0313298 | Time: 4034.25 ms [2021-01-21 05:37:00 main:574] : INFO : Epoch 1895 | loss: 0.0309621 | val_loss: 0.0313085 | Time: 3536.08 ms [2021-01-21 05:37:04 main:574] : INFO : Epoch 1896 | loss: 0.0309657 | val_loss: 0.0313299 | Time: 3653.89 ms [2021-01-21 05:37:08 main:574] : INFO : Epoch 1897 | loss: 0.0309675 | val_loss: 0.0313259 | Time: 3755.55 ms [2021-01-21 05:37:12 main:574] : INFO : Epoch 1898 | loss: 0.0309604 | val_loss: 0.0313031 | Time: 3545.54 ms [2021-01-21 05:37:15 main:574] : INFO : Epoch 1899 | loss: 0.0309613 | val_loss: 0.0313325 | Time: 3814.08 ms [2021-01-21 05:37:20 main:574] : INFO : Epoch 1900 | loss: 0.0309659 | val_loss: 0.0312957 | Time: 3956.02 ms [2021-01-21 05:37:23 main:574] : INFO : Epoch 1901 | loss: 0.0309766 | val_loss: 0.0313339 | Time: 3582.75 ms [2021-01-21 05:37:27 main:574] : INFO : Epoch 1902 | loss: 0.0309726 | val_loss: 0.0313164 | Time: 3598.09 ms [2021-01-21 05:37:31 main:574] : INFO : Epoch 1903 | loss: 0.0309573 | val_loss: 0.0312991 | Time: 3554.73 ms [2021-01-21 05:37:34 main:574] : INFO : Epoch 1904 | loss: 0.0309592 | val_loss: 0.0313465 | Time: 3702.04 ms [2021-01-21 05:37:38 main:574] : INFO : Epoch 1905 | loss: 0.0309601 | val_loss: 0.0313018 | Time: 3467.36 ms [2021-01-21 05:37:42 main:574] : INFO : Epoch 1906 | loss: 0.0309712 | val_loss: 0.031366 | Time: 3652.27 ms [2021-01-21 05:37:45 main:574] : INFO : Epoch 1907 | loss: 0.0309847 | val_loss: 0.0312692 | Time: 3489.98 ms [2021-01-21 05:37:49 main:574] : INFO : Epoch 1908 | loss: 0.0309749 | val_loss: 0.0313467 | Time: 3932.59 ms [2021-01-21 05:37:53 main:574] : INFO : Epoch 1909 | loss: 0.0309742 | val_loss: 0.0312848 | Time: 3654.63 ms [2021-01-21 05:37:57 main:574] : INFO : Epoch 1910 | loss: 0.0309782 | val_loss: 0.0313016 | Time: 3991.11 ms [2021-01-21 05:38:01 main:574] : INFO : Epoch 1911 | loss: 0.030964 | val_loss: 0.0312956 | Time: 3667.35 ms [2021-01-21 05:38:05 main:574] : INFO : Epoch 1912 | loss: 0.030962 | val_loss: 0.0313026 | Time: 3891.79 ms [2021-01-21 05:38:09 main:574] : INFO : Epoch 1913 | loss: 0.0309575 | val_loss: 0.0313006 | Time: 3892.3 ms [2021-01-21 05:38:13 main:574] : INFO : Epoch 1914 | loss: 0.0309605 | val_loss: 0.0313278 | Time: 3753.14 ms [2021-01-21 05:38:17 main:574] : INFO : Epoch 1915 | loss: 0.0309554 | val_loss: 0.0312988 | Time: 3516.81 ms [2021-01-21 05:38:21 main:574] : INFO : Epoch 1916 | loss: 0.0309557 | val_loss: 0.0313132 | Time: 3837.19 ms [2021-01-21 05:38:24 main:574] : INFO : Epoch 1917 | loss: 0.030955 | val_loss: 0.0313179 | Time: 3510.77 ms [2021-01-21 05:38:28 main:574] : INFO : Epoch 1918 | loss: 0.0309543 | val_loss: 0.031332 | Time: 3527.87 ms [2021-01-21 05:38:32 main:574] : INFO : Epoch 1919 | loss: 0.0309533 | val_loss: 0.031302 | Time: 3441.42 ms [2021-01-21 05:38:35 main:574] : INFO : Epoch 1920 | loss: 0.0309557 | val_loss: 0.0313767 | Time: 3684.37 ms [2021-01-21 05:38:39 main:574] : INFO : Epoch 1921 | loss: 0.0309556 | val_loss: 0.0313464 | Time: 3590.71 ms [2021-01-21 05:38:43 main:574] : INFO : Epoch 1922 | loss: 0.030958 | val_loss: 0.0313575 | Time: 3774.56 ms [2021-01-21 05:38:47 main:574] : INFO : Epoch 1923 | loss: 0.0309635 | val_loss: 0.0312948 | Time: 3697.59 ms [2021-01-21 05:38:51 main:574] : INFO : Epoch 1924 | loss: 0.0309598 | val_loss: 0.0313059 | Time: 3932.04 ms [2021-01-21 05:38:55 main:574] : INFO : Epoch 1925 | loss: 0.0309578 | val_loss: 0.0313501 | Time: 3622.11 ms [2021-01-21 05:38:59 main:574] : INFO : Epoch 1926 | loss: 0.0309654 | val_loss: 0.0313347 | Time: 3937.77 ms [2021-01-21 05:39:02 main:574] : INFO : Epoch 1927 | loss: 0.0309601 | val_loss: 0.0312936 | Time: 3563.32 ms [2021-01-21 05:39:06 main:574] : INFO : Epoch 1928 | loss: 0.0309626 | val_loss: 0.0313131 | Time: 3803.53 ms [2021-01-21 05:39:10 main:574] : INFO : Epoch 1929 | loss: 0.0309557 | val_loss: 0.0313074 | Time: 3859.9 ms [2021-01-21 05:39:14 main:574] : INFO : Epoch 1930 | loss: 0.03096 | val_loss: 0.0312948 | Time: 3576 ms [2021-01-21 05:39:18 main:574] : INFO : Epoch 1931 | loss: 0.0309672 | val_loss: 0.0312831 | Time: 4060.74 ms [2021-01-21 05:39:22 main:574] : INFO : Epoch 1932 | loss: 0.0309728 | val_loss: 0.0313491 | Time: 3710.85 ms [2021-01-21 05:39:25 main:574] : INFO : Epoch 1933 | loss: 0.0309737 | val_loss: 0.0313125 | Time: 3461.49 ms [2021-01-21 05:39:29 main:574] : INFO : Epoch 1934 | loss: 0.0309661 | val_loss: 0.0312922 | Time: 3601.06 ms [2021-01-21 05:39:33 main:574] : INFO : Epoch 1935 | loss: 0.0309685 | val_loss: 0.0313411 | Time: 3835.32 ms [2021-01-21 05:39:37 main:574] : INFO : Epoch 1936 | loss: 0.0309588 | val_loss: 0.0313253 | Time: 4042.02 ms [2021-01-21 05:39:41 main:574] : INFO : Epoch 1937 | loss: 0.0309561 | val_loss: 0.0313416 | Time: 3548.01 ms [2021-01-21 05:39:44 main:574] : INFO : Epoch 1938 | loss: 0.0309565 | val_loss: 0.031311 | Time: 3577.3 ms [2021-01-21 05:39:48 main:574] : INFO : Epoch 1939 | loss: 0.03096 | val_loss: 0.0313122 | Time: 3564.89 ms [2021-01-21 05:39:52 main:574] : INFO : Epoch 1940 | loss: 0.0309536 | val_loss: 0.0313076 | Time: 3481.64 ms [2021-01-21 05:39:56 main:574] : INFO : Epoch 1941 | loss: 0.0309604 | val_loss: 0.0313234 | Time: 3774.43 ms [2021-01-21 05:39:59 main:574] : INFO : Epoch 1942 | loss: 0.0309594 | val_loss: 0.0313434 | Time: 3556.35 ms [2021-01-21 05:40:03 main:574] : INFO : Epoch 1943 | loss: 0.0309652 | val_loss: 0.0313016 | Time: 3504.98 ms [2021-01-21 05:40:07 main:574] : INFO : Epoch 1944 | loss: 0.0309594 | val_loss: 0.0312977 | Time: 3765.14 ms [2021-01-21 05:40:10 main:574] : INFO : Epoch 1945 | loss: 0.0309684 | val_loss: 0.0313086 | Time: 3586.64 ms [2021-01-21 05:40:15 main:574] : INFO : Epoch 1946 | loss: 0.0309681 | val_loss: 0.0313437 | Time: 3953.29 ms [2021-01-21 05:40:18 main:574] : INFO : Epoch 1947 | loss: 0.0309671 | val_loss: 0.0313371 | Time: 3447.85 ms [2021-01-21 05:40:22 main:574] : INFO : Epoch 1948 | loss: 0.0309544 | val_loss: 0.031314 | Time: 3961.84 ms [2021-01-21 05:40:26 main:574] : INFO : Epoch 1949 | loss: 0.0309602 | val_loss: 0.0313394 | Time: 3605.66 ms [2021-01-21 05:40:30 main:574] : INFO : Epoch 1950 | loss: 0.0309749 | val_loss: 0.0312982 | Time: 3926.02 ms [2021-01-21 05:40:34 main:574] : INFO : Epoch 1951 | loss: 0.0309726 | val_loss: 0.031262 | Time: 3985.5 ms [2021-01-21 05:40:38 main:574] : INFO : Epoch 1952 | loss: 0.0309656 | val_loss: 0.0313367 | Time: 3429.95 ms [2021-01-21 05:40:41 main:574] : INFO : Epoch 1953 | loss: 0.0309649 | val_loss: 0.0313048 | Time: 3580.7 ms [2021-01-21 05:40:45 main:574] : INFO : Epoch 1954 | loss: 0.0309678 | val_loss: 0.0313356 | Time: 3438.59 ms [2021-01-21 05:40:48 main:574] : INFO : Epoch 1955 | loss: 0.0309716 | val_loss: 0.0313159 | Time: 3442.62 ms [2021-01-21 05:40:52 main:574] : INFO : Epoch 1956 | loss: 0.0309669 | val_loss: 0.0313061 | Time: 3982.51 ms [2021-01-21 05:40:56 main:574] : INFO : Epoch 1957 | loss: 0.0309624 | val_loss: 0.0313071 | Time: 3480.69 ms [2021-01-21 05:41:00 main:574] : INFO : Epoch 1958 | loss: 0.0309543 | val_loss: 0.0313401 | Time: 3963.72 ms [2021-01-21 05:41:04 main:574] : INFO : Epoch 1959 | loss: 0.0309706 | val_loss: 0.0313334 | Time: 3885.8 ms [2021-01-21 05:41:08 main:574] : INFO : Epoch 1960 | loss: 0.0309622 | val_loss: 0.0313259 | Time: 4097.06 ms [2021-01-21 05:41:12 main:574] : INFO : Epoch 1961 | loss: 0.0309587 | val_loss: 0.0313321 | Time: 3634.6 ms [2021-01-21 05:41:16 main:574] : INFO : Epoch 1962 | loss: 0.0309702 | val_loss: 0.0313304 | Time: 3779.24 ms [2021-01-21 05:41:20 main:574] : INFO : Epoch 1963 | loss: 0.0309583 | val_loss: 0.0313502 | Time: 3460.2 ms [2021-01-21 05:41:24 main:574] : INFO : Epoch 1964 | loss: 0.0309587 | val_loss: 0.0312868 | Time: 3949.89 ms [2021-01-21 05:41:28 main:574] : INFO : Epoch 1965 | loss: 0.0309685 | val_loss: 0.0313249 | Time: 3814.96 ms [2021-01-21 05:41:32 main:574] : INFO : Epoch 1966 | loss: 0.0309616 | val_loss: 0.0313141 | Time: 4069.24 ms [2021-01-21 05:41:36 main:574] : INFO : Epoch 1967 | loss: 0.0309596 | val_loss: 0.0313466 | Time: 3830.45 ms [2021-01-21 05:41:39 main:574] : INFO : Epoch 1968 | loss: 0.0309584 | val_loss: 0.0312945 | Time: 3722.6 ms [2021-01-21 05:41:44 main:574] : INFO : Epoch 1969 | loss: 0.0309591 | val_loss: 0.0313152 | Time: 3997.72 ms [2021-01-21 05:41:48 main:574] : INFO : Epoch 1970 | loss: 0.0309652 | val_loss: 0.0313051 | Time: 4031.58 ms [2021-01-21 05:41:52 main:574] : INFO : Epoch 1971 | loss: 0.0309658 | val_loss: 0.0313426 | Time: 3746.97 ms [2021-01-21 05:41:55 main:574] : INFO : Epoch 1972 | loss: 0.0309755 | val_loss: 0.0313413 | Time: 3671.82 ms [2021-01-21 05:41:59 main:574] : INFO : Epoch 1973 | loss: 0.0309706 | val_loss: 0.0313074 | Time: 3843.11 ms [2021-01-21 05:42:03 main:574] : INFO : Epoch 1974 | loss: 0.0309673 | val_loss: 0.0312798 | Time: 3533.71 ms [2021-01-21 05:42:07 main:574] : INFO : Epoch 1975 | loss: 0.0309661 | val_loss: 0.0313189 | Time: 3813.04 ms [2021-01-21 05:42:11 main:574] : INFO : Epoch 1976 | loss: 0.03096 | val_loss: 0.0313323 | Time: 4044.98 ms [2021-01-21 05:42:15 main:574] : INFO : Epoch 1977 | loss: 0.0309588 | val_loss: 0.0313186 | Time: 3668 ms [2021-01-21 05:42:19 main:574] : INFO : Epoch 1978 | loss: 0.0309654 | val_loss: 0.0313173 | Time: 4132.1 ms [2021-01-21 05:42:23 main:574] : INFO : Epoch 1979 | loss: 0.0309633 | val_loss: 0.0312982 | Time: 3610.67 ms [2021-01-21 05:42:27 main:574] : INFO : Epoch 1980 | loss: 0.0309721 | val_loss: 0.031319 | Time: 3845.36 ms [2021-01-21 05:42:31 main:574] : INFO : Epoch 1981 | loss: 0.0309679 | val_loss: 0.0313313 | Time: 3902.17 ms [2021-01-21 05:42:35 main:574] : INFO : Epoch 1982 | loss: 0.0309602 | val_loss: 0.0312986 | Time: 3703.61 ms [2021-01-21 05:42:39 main:574] : INFO : Epoch 1983 | loss: 0.0309555 | val_loss: 0.031289 | Time: 3995.66 ms [2021-01-21 05:42:42 main:574] : INFO : Epoch 1984 | loss: 0.0309696 | val_loss: 0.0313186 | Time: 3558.82 ms [2021-01-21 05:42:46 main:574] : INFO : Epoch 1985 | loss: 0.0309839 | val_loss: 0.0313536 | Time: 4028.53 ms [2021-01-21 05:42:50 main:574] : INFO : Epoch 1986 | loss: 0.0309564 | val_loss: 0.0313551 | Time: 3622.36 ms [2021-01-21 05:42:54 main:574] : INFO : Epoch 1987 | loss: 0.0309568 | val_loss: 0.0313229 | Time: 3567.35 ms [2021-01-21 05:42:58 main:574] : INFO : Epoch 1988 | loss: 0.0309624 | val_loss: 0.0313488 | Time: 3739.04 ms [2021-01-21 05:43:01 main:574] : INFO : Epoch 1989 | loss: 0.0309579 | val_loss: 0.0313708 | Time: 3716.49 ms [2021-01-21 05:43:05 main:574] : INFO : Epoch 1990 | loss: 0.0309631 | val_loss: 0.0313317 | Time: 3513.3 ms [2021-01-21 05:43:09 main:574] : INFO : Epoch 1991 | loss: 0.0309621 | val_loss: 0.0312815 | Time: 3492.19 ms [2021-01-21 05:43:13 main:574] : INFO : Epoch 1992 | loss: 0.0309615 | val_loss: 0.0313111 | Time: 3985.58 ms [2021-01-21 05:43:17 main:574] : INFO : Epoch 1993 | loss: 0.0309613 | val_loss: 0.0313529 | Time: 3608.43 ms [2021-01-21 05:43:20 main:574] : INFO : Epoch 1994 | loss: 0.0309668 | val_loss: 0.0312721 | Time: 3661.4 ms [2021-01-21 05:43:24 main:574] : INFO : Epoch 1995 | loss: 0.0309751 | val_loss: 0.0313285 | Time: 4058.84 ms [2021-01-21 05:43:29 main:574] : INFO : Epoch 1996 | loss: 0.0309647 | val_loss: 0.0313315 | Time: 4177.79 ms [2021-01-21 05:43:33 main:574] : INFO : Epoch 1997 | loss: 0.0309551 | val_loss: 0.0313518 | Time: 3844.85 ms [2021-01-21 05:43:36 main:574] : INFO : Epoch 1998 | loss: 0.0309542 | val_loss: 0.0312969 | Time: 3431.97 ms [2021-01-21 05:43:40 main:574] : INFO : Epoch 1999 | loss: 0.0309579 | val_loss: 0.0313251 | Time: 3511.13 ms [2021-01-21 05:43:44 main:574] : INFO : Epoch 2000 | loss: 0.0309644 | val_loss: 0.0313158 | Time: 3550.86 ms [2021-01-21 05:43:48 main:574] : INFO : Epoch 2001 | loss: 0.0309631 | val_loss: 0.031361 | Time: 3921.82 ms [2021-01-21 05:43:51 main:574] : INFO : Epoch 2002 | loss: 0.0309797 | val_loss: 0.0312881 | Time: 3553.45 ms [2021-01-21 05:43:55 main:574] : INFO : Epoch 2003 | loss: 0.0309696 | val_loss: 0.0313707 | Time: 3809.74 ms [2021-01-21 05:43:59 main:574] : INFO : Epoch 2004 | loss: 0.0309645 | val_loss: 0.0313128 | Time: 3976.71 ms [2021-01-21 05:44:03 main:574] : INFO : Epoch 2005 | loss: 0.0309684 | val_loss: 0.031335 | Time: 4068.67 ms [2021-01-21 05:44:07 main:574] : INFO : Epoch 2006 | loss: 0.0309644 | val_loss: 0.0313353 | Time: 3714.1 ms [2021-01-21 05:44:11 main:574] : INFO : Epoch 2007 | loss: 0.0309644 | val_loss: 0.0313443 | Time: 3864.88 ms [2021-01-21 05:44:15 main:574] : INFO : Epoch 2008 | loss: 0.030971 | val_loss: 0.0313661 | Time: 3662.54 ms [2021-01-21 05:44:19 main:574] : INFO : Epoch 2009 | loss: 0.0309585 | val_loss: 0.0313572 | Time: 3922.08 ms [2021-01-21 05:44:23 main:574] : INFO : Epoch 2010 | loss: 0.0309588 | val_loss: 0.0313216 | Time: 3763.02 ms [2021-01-21 05:44:26 main:574] : INFO : Epoch 2011 | loss: 0.0309597 | val_loss: 0.0313292 | Time: 3480.47 ms [2021-01-21 05:44:30 main:574] : INFO : Epoch 2012 | loss: 0.0309648 | val_loss: 0.031318 | Time: 3756.95 ms [2021-01-21 05:44:34 main:574] : INFO : Epoch 2013 | loss: 0.0309625 | val_loss: 0.03137 | Time: 3753.06 ms [2021-01-21 05:44:38 main:574] : INFO : Epoch 2014 | loss: 0.0309558 | val_loss: 0.0313043 | Time: 3655.16 ms [2021-01-21 05:44:42 main:574] : INFO : Epoch 2015 | loss: 0.0309598 | val_loss: 0.0312993 | Time: 3723.29 ms [2021-01-21 05:44:45 main:574] : INFO : Epoch 2016 | loss: 0.0309659 | val_loss: 0.0313119 | Time: 3480.43 ms [2021-01-21 05:44:49 main:574] : INFO : Epoch 2017 | loss: 0.0309691 | val_loss: 0.0313126 | Time: 3776.55 ms [2021-01-21 05:44:53 main:574] : INFO : Epoch 2018 | loss: 0.0309608 | val_loss: 0.0312948 | Time: 3595.08 ms [2021-01-21 05:44:56 main:574] : INFO : Epoch 2019 | loss: 0.0309607 | val_loss: 0.0313092 | Time: 3463.7 ms [2021-01-21 05:45:00 main:574] : INFO : Epoch 2020 | loss: 0.0309527 | val_loss: 0.0313139 | Time: 3450.72 ms [2021-01-21 05:45:04 main:574] : INFO : Epoch 2021 | loss: 0.0309517 | val_loss: 0.031342 | Time: 3566.84 ms [2021-01-21 05:45:08 main:574] : INFO : Epoch 2022 | loss: 0.0309677 | val_loss: 0.0313009 | Time: 3836.35 ms [2021-01-21 05:45:12 main:574] : INFO : Epoch 2023 | loss: 0.030967 | val_loss: 0.031266 | Time: 3960.27 ms [2021-01-21 05:45:16 main:574] : INFO : Epoch 2024 | loss: 0.0309667 | val_loss: 0.0313138 | Time: 3948.62 ms [2021-01-21 05:45:19 main:574] : INFO : Epoch 2025 | loss: 0.0309595 | val_loss: 0.031317 | Time: 3704.26 ms [2021-01-21 05:45:24 main:574] : INFO : Epoch 2026 | loss: 0.0309686 | val_loss: 0.0312958 | Time: 3967.22 ms [2021-01-21 05:45:27 main:574] : INFO : Epoch 2027 | loss: 0.0309594 | val_loss: 0.0313474 | Time: 3627.72 ms [2021-01-21 05:45:31 main:574] : INFO : Epoch 2028 | loss: 0.0309578 | val_loss: 0.0313133 | Time: 3638.85 ms [2021-01-21 05:45:35 main:574] : INFO : Epoch 2029 | loss: 0.0309632 | val_loss: 0.0313434 | Time: 3767.67 ms [2021-01-21 05:45:39 main:574] : INFO : Epoch 2030 | loss: 0.0309682 | val_loss: 0.0313289 | Time: 4001.35 ms [2021-01-21 05:45:43 main:574] : INFO : Epoch 2031 | loss: 0.030963 | val_loss: 0.0313119 | Time: 3642.26 ms [2021-01-21 05:45:47 main:574] : INFO : Epoch 2032 | loss: 0.0309578 | val_loss: 0.031301 | Time: 3895.24 ms [2021-01-21 05:45:51 main:574] : INFO : Epoch 2033 | loss: 0.0309992 | val_loss: 0.0312724 | Time: 3742.03 ms [2021-01-21 05:45:55 main:574] : INFO : Epoch 2034 | loss: 0.030974 | val_loss: 0.0313217 | Time: 3642.36 ms [2021-01-21 05:45:59 main:574] : INFO : Epoch 2035 | loss: 0.0309637 | val_loss: 0.0313005 | Time: 3939.42 ms [2021-01-21 05:46:02 main:574] : INFO : Epoch 2036 | loss: 0.0309628 | val_loss: 0.0312908 | Time: 3535.48 ms [2021-01-21 05:46:06 main:574] : INFO : Epoch 2037 | loss: 0.0309588 | val_loss: 0.0312862 | Time: 3542.97 ms [2021-01-21 05:46:10 main:574] : INFO : Epoch 2038 | loss: 0.0309557 | val_loss: 0.0312837 | Time: 3516.89 ms [2021-01-21 05:46:13 main:574] : INFO : Epoch 2039 | loss: 0.0309683 | val_loss: 0.0313283 | Time: 3727.63 ms [2021-01-21 05:46:17 main:574] : INFO : Epoch 2040 | loss: 0.0309706 | val_loss: 0.031322 | Time: 3444.37 ms [2021-01-21 05:46:21 main:574] : INFO : Epoch 2041 | loss: 0.0309683 | val_loss: 0.0313032 | Time: 4050.76 ms [2021-01-21 05:46:25 main:574] : INFO : Epoch 2042 | loss: 0.0309612 | val_loss: 0.0313897 | Time: 3454.26 ms [2021-01-21 05:46:28 main:574] : INFO : Epoch 2043 | loss: 0.0309595 | val_loss: 0.0313277 | Time: 3492.39 ms [2021-01-21 05:46:32 main:574] : INFO : Epoch 2044 | loss: 0.0309536 | val_loss: 0.0313602 | Time: 3482.4 ms [2021-01-21 05:46:36 main:574] : INFO : Epoch 2045 | loss: 0.0309605 | val_loss: 0.031361 | Time: 3801.9 ms [2021-01-21 05:46:39 main:574] : INFO : Epoch 2046 | loss: 0.0309588 | val_loss: 0.0313055 | Time: 3520.82 ms [2021-01-21 05:46:43 main:574] : INFO : Epoch 2047 | loss: 0.0309662 | val_loss: 0.0312849 | Time: 3576.45 ms [2021-01-21 05:46:47 main:574] : INFO : Epoch 2048 | loss: 0.0309641 | val_loss: 0.0313411 | Time: 3526 ms [2021-01-21 05:46:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313411 [2021-01-21 05:46:47 main:603] : INFO : Saving end state to config to file [2021-01-21 05:46:47 main:608] : INFO : Success, exiting.. 05:46:47 (9024): 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)