Task 3742277
| Name | ParityModified-1611091092-24077-1_0 |
| Workunit | 1922877 |
| Created | 20 Jan 2021, 10:02:44 UTC |
| Sent | 20 Jan 2021, 21:43:48 UTC |
| Report deadline | 27 Jan 2021, 21:43:48 UTC |
| Received | 21 Jan 2021, 7:11:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 2 hours 12 min 33 sec |
| CPU time | 1 hours 57 min 31 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> 38:38 main:574] : INFO : Epoch 1542 | loss: 0.0311536 | val_loss: 0.0311784 | Time: 4092.02 ms [2021-01-20 21:38:42 main:574] : INFO : Epoch 1543 | loss: 0.0311533 | val_loss: 0.0311801 | Time: 4090.55 ms [2021-01-20 21:38:46 main:574] : INFO : Epoch 1544 | loss: 0.0311533 | val_loss: 0.0311785 | Time: 3918.81 ms [2021-01-20 21:38:50 main:574] : INFO : Epoch 1545 | loss: 0.031152 | val_loss: 0.0311768 | Time: 3827.25 ms [2021-01-20 21:38:54 main:574] : INFO : Epoch 1546 | loss: 0.0311538 | val_loss: 0.0311783 | Time: 3879.81 ms [2021-01-20 21:38:58 main:574] : INFO : Epoch 1547 | loss: 0.0311492 | val_loss: 0.0311758 | Time: 3677.12 ms [2021-01-20 21:39:02 main:574] : INFO : Epoch 1548 | loss: 0.0311495 | val_loss: 0.0311732 | Time: 3535.22 ms [2021-01-20 21:39:05 main:574] : INFO : Epoch 1549 | loss: 0.0311505 | val_loss: 0.0311759 | Time: 3521.3 ms [2021-01-20 21:39:10 main:574] : INFO : Epoch 1550 | loss: 0.0311534 | val_loss: 0.0311738 | Time: 3993.17 ms [2021-01-20 21:39:14 main:574] : INFO : Epoch 1551 | loss: 0.0311519 | val_loss: 0.0311771 | Time: 3809.21 ms [2021-01-20 21:39:18 main:574] : INFO : Epoch 1552 | loss: 0.0311512 | val_loss: 0.0311747 | Time: 3941.15 ms [2021-01-20 21:39:22 main:574] : INFO : Epoch 1553 | loss: 0.0311501 | val_loss: 0.0311771 | Time: 4018.06 ms [2021-01-20 21:39:26 main:574] : INFO : Epoch 1554 | loss: 0.0311558 | val_loss: 0.0311871 | Time: 3986.71 ms [2021-01-20 21:39:30 main:574] : INFO : Epoch 1555 | loss: 0.0311526 | val_loss: 0.0311764 | Time: 4046.73 ms [2021-01-20 21:39:34 main:574] : INFO : Epoch 1556 | loss: 0.0311537 | val_loss: 0.0311749 | Time: 3477.84 ms [2021-01-20 21:39:38 main:574] : INFO : Epoch 1557 | loss: 0.0311564 | val_loss: 0.0311731 | Time: 3938 ms [2021-01-20 21:39:42 main:574] : INFO : Epoch 1558 | loss: 0.031154 | val_loss: 0.031172 | Time: 3787.52 ms [2021-01-20 21:39:46 main:574] : INFO : Epoch 1559 | loss: 0.0311546 | val_loss: 0.0311745 | Time: 3728.01 ms [2021-01-20 21:39:49 main:574] : INFO : Epoch 1560 | loss: 0.0311544 | val_loss: 0.0311747 | Time: 3724.22 ms [2021-01-20 21:39:53 main:574] : INFO : Epoch 1561 | loss: 0.0311531 | val_loss: 0.0311712 | Time: 3502.68 ms [2021-01-20 21:39:57 main:574] : INFO : Epoch 1562 | loss: 0.031151 | val_loss: 0.0311705 | Time: 3947.79 ms [2021-01-20 21:40:01 main:574] : INFO : Epoch 1563 | loss: 0.0311597 | val_loss: 0.0311859 | Time: 3857.93 ms [2021-01-20 21:40:05 main:574] : INFO : Epoch 1564 | loss: 0.0311637 | val_loss: 0.0311848 | Time: 3815.54 ms [2021-01-20 21:40:09 main:574] : INFO : Epoch 1565 | loss: 0.031155 | val_loss: 0.031178 | Time: 3869.1 ms [2021-01-20 21:40:13 main:574] : INFO : Epoch 1566 | loss: 0.0311519 | val_loss: 0.0311833 | Time: 3928.1 ms [2021-01-20 21:40:18 main:574] : INFO : Epoch 1567 | loss: 0.0311495 | val_loss: 0.0311722 | Time: 4355.53 ms [2021-01-20 21:40:21 main:574] : INFO : Epoch 1568 | loss: 0.0311501 | val_loss: 0.0311812 | Time: 3519.04 ms [2021-01-20 21:40:25 main:574] : INFO : Epoch 1569 | loss: 0.0311541 | val_loss: 0.0311876 | Time: 3630.06 ms [2021-01-20 21:40:29 main:574] : INFO : Epoch 1570 | loss: 0.0311529 | val_loss: 0.0311744 | Time: 3951.72 ms [2021-01-20 21:40:33 main:574] : INFO : Epoch 1571 | loss: 0.0311496 | val_loss: 0.0311872 | Time: 3999.69 ms [2021-01-20 21:40:37 main:574] : INFO : Epoch 1572 | loss: 0.0311545 | val_loss: 0.0311752 | Time: 3782.59 ms [2021-01-20 21:40:41 main:574] : INFO : Epoch 1573 | loss: 0.0311577 | val_loss: 0.0311739 | Time: 3655.05 ms [2021-01-20 21:40:45 main:574] : INFO : Epoch 1574 | loss: 0.0311593 | val_loss: 0.0311816 | Time: 3667.48 ms [2021-01-20 21:40:49 main:574] : INFO : Epoch 1575 | loss: 0.0311587 | val_loss: 0.0311747 | Time: 3978.36 ms [2021-01-20 21:40:53 main:574] : INFO : Epoch 1576 | loss: 0.0311549 | val_loss: 0.0311749 | Time: 3468.26 ms [2021-01-20 21:40:56 main:574] : INFO : Epoch 1577 | loss: 0.0311522 | val_loss: 0.0311775 | Time: 3471.84 ms [2021-01-20 21:41:00 main:574] : INFO : Epoch 1578 | loss: 0.0311527 | val_loss: 0.0311747 | Time: 3618.21 ms [2021-01-20 21:41:03 main:574] : INFO : Epoch 1579 | loss: 0.0311518 | val_loss: 0.0311738 | Time: 3510.36 ms [2021-01-20 21:41:07 main:574] : INFO : Epoch 1580 | loss: 0.0311518 | val_loss: 0.0311742 | Time: 3853.03 ms [2021-01-20 21:41:11 main:574] : INFO : Epoch 1581 | loss: 0.0311512 | val_loss: 0.0311776 | Time: 4007.72 ms [2021-01-20 21:41:16 main:574] : INFO : Epoch 1582 | loss: 0.03115 | val_loss: 0.0311767 | Time: 4065.67 ms [2021-01-20 21:41:20 main:574] : INFO : Epoch 1583 | loss: 0.031152 | val_loss: 0.0311741 | Time: 3860.72 ms [2021-01-20 21:41:24 main:574] : INFO : Epoch 1584 | loss: 0.0311503 | val_loss: 0.0311769 | Time: 4006.63 ms [2021-01-20 21:41:28 main:574] : INFO : Epoch 1585 | loss: 0.0311502 | val_loss: 0.0311727 | Time: 3867.06 ms [2021-01-20 21:41:32 main:574] : INFO : Epoch 1586 | loss: 0.0311486 | val_loss: 0.0311758 | Time: 3670.88 ms [2021-01-20 21:41:35 main:574] : INFO : Epoch 1587 | loss: 0.0311495 | val_loss: 0.0311751 | Time: 3817.39 ms [2021-01-20 21:41:40 main:574] : INFO : Epoch 1588 | loss: 0.0311541 | val_loss: 0.0311756 | Time: 3794.04 ms [2021-01-20 21:41:43 main:574] : INFO : Epoch 1589 | loss: 0.031154 | val_loss: 0.0311829 | Time: 3701.68 ms [2021-01-20 21:41:47 main:574] : INFO : Epoch 1590 | loss: 0.0311493 | val_loss: 0.0311763 | Time: 3598.12 ms [2021-01-20 21:41:51 main:574] : INFO : Epoch 1591 | loss: 0.0311463 | val_loss: 0.031173 | Time: 3643.6 ms [2021-01-20 21:41:55 main:574] : INFO : Epoch 1592 | loss: 0.0311468 | val_loss: 0.031176 | Time: 3562.89 ms [2021-01-20 21:41:59 main:574] : INFO : Epoch 1593 | loss: 0.0311475 | val_loss: 0.0311815 | Time: 3962.64 ms [2021-01-20 21:42:03 main:574] : INFO : Epoch 1594 | loss: 0.0311479 | val_loss: 0.0311791 | Time: 4067.41 ms [2021-01-20 21:42:07 main:574] : INFO : Epoch 1595 | loss: 0.0311483 | val_loss: 0.0311751 | Time: 4042.11 ms [2021-01-20 21:42:11 main:574] : INFO : Epoch 1596 | loss: 0.0311478 | val_loss: 0.0311759 | Time: 3503.03 ms [2021-01-20 21:42:15 main:574] : INFO : Epoch 1597 | loss: 0.0311456 | val_loss: 0.0311756 | Time: 3895.17 ms [2021-01-20 21:42:19 main:574] : INFO : Epoch 1598 | loss: 0.0311466 | val_loss: 0.0311786 | Time: 3715.91 ms [2021-01-20 21:42:23 main:574] : INFO : Epoch 1599 | loss: 0.0311477 | val_loss: 0.0311744 | Time: 3898.05 ms [2021-01-20 21:42:26 main:574] : INFO : Epoch 1600 | loss: 0.0311462 | val_loss: 0.0311734 | Time: 3693.58 ms [2021-01-20 21:42:30 main:574] : INFO : Epoch 1601 | loss: 0.0311516 | val_loss: 0.0311779 | Time: 3859.53 ms [2021-01-20 21:42:34 main:574] : INFO : Epoch 1602 | loss: 0.0311494 | val_loss: 0.031173 | Time: 3691.8 ms [2021-01-20 21:42:38 main:574] : INFO : Epoch 1603 | loss: 0.0311484 | val_loss: 0.0311736 | Time: 3604.27 ms [2021-01-20 21:42:41 main:574] : INFO : Epoch 1604 | loss: 0.0311469 | val_loss: 0.0311742 | Time: 3539.2 ms [2021-01-20 21:42:45 main:574] : INFO : Epoch 1605 | loss: 0.0311455 | val_loss: 0.0311774 | Time: 3584.98 ms [2021-01-20 21:42:49 main:574] : INFO : Epoch 1606 | loss: 0.0311468 | val_loss: 0.0311816 | Time: 3516.16 ms [2021-01-20 21:42:53 main:574] : INFO : Epoch 1607 | loss: 0.0311466 | val_loss: 0.0311887 | Time: 3915.27 ms [2021-01-20 21:42:57 main:574] : INFO : Epoch 1608 | loss: 0.0311468 | val_loss: 0.0311842 | Time: 3686.21 ms [2021-01-20 21:43:00 main:574] : INFO : Epoch 1609 | loss: 0.0311467 | val_loss: 0.0311757 | Time: 3538.35 ms [2021-01-20 21:43:04 main:574] : INFO : Epoch 1610 | loss: 0.0311465 | val_loss: 0.0311815 | Time: 3956.92 ms [2021-01-20 21:43:08 main:574] : INFO : Epoch 1611 | loss: 0.0311457 | val_loss: 0.0311807 | Time: 3680.29 ms [2021-01-20 21:43:12 main:574] : INFO : Epoch 1612 | loss: 0.0311529 | val_loss: 0.0311721 | Time: 4083.28 ms [2021-01-20 21:43:16 main:574] : INFO : Epoch 1613 | loss: 0.0311499 | val_loss: 0.0311814 | Time: 3817.88 ms [2021-01-20 21:43:20 main:574] : INFO : Epoch 1614 | loss: 0.0311504 | val_loss: 0.0311753 | Time: 3733.06 ms [2021-01-20 21:43:24 main:574] : INFO : Epoch 1615 | loss: 0.0311484 | val_loss: 0.0311783 | Time: 3667.97 ms [2021-01-20 21:43:27 main:574] : INFO : Epoch 1616 | loss: 0.0311497 | val_loss: 0.0311775 | Time: 3541.04 ms [2021-01-20 21:43:31 main:574] : INFO : Epoch 1617 | loss: 0.0311477 | val_loss: 0.0311753 | Time: 3779.1 ms [2021-01-20 21:43:35 main:574] : INFO : Epoch 1618 | loss: 0.0311448 | val_loss: 0.0311713 | Time: 4014.35 ms [2021-01-20 21:43:39 main:574] : INFO : Epoch 1619 | loss: 0.0311467 | val_loss: 0.0311816 | Time: 3587.96 ms [2021-01-20 21:43:43 main:574] : INFO : Epoch 1620 | loss: 0.0311473 | val_loss: 0.031176 | Time: 3685.88 ms [2021-01-20 21:43:47 main:574] : INFO : Epoch 1621 | loss: 0.0311473 | val_loss: 0.0311769 | Time: 3632.09 ms [2021-01-20 21:43:50 main:574] : INFO : Epoch 1622 | loss: 0.0311482 | val_loss: 0.0311725 | Time: 3467.27 ms [2021-01-20 21:43:54 main:574] : INFO : Epoch 1623 | loss: 0.0311466 | val_loss: 0.031175 | Time: 3554.12 ms [2021-01-20 21:43:58 main:574] : INFO : Epoch 1624 | loss: 0.0311442 | val_loss: 0.0311786 | Time: 3598.64 ms [2021-01-20 21:44:02 main:574] : INFO : Epoch 1625 | loss: 0.0311457 | val_loss: 0.0311745 | Time: 3948.59 ms [2021-01-20 21:44:06 main:574] : INFO : Epoch 1626 | loss: 0.0311438 | val_loss: 0.0311746 | Time: 3768.61 ms [2021-01-20 21:44:09 main:574] : INFO : Epoch 1627 | loss: 0.0311432 | val_loss: 0.0311762 | Time: 3533.63 ms [2021-01-20 21:44:13 main:574] : INFO : Epoch 1628 | loss: 0.0311432 | val_loss: 0.031186 | Time: 3839.2 ms [2021-01-20 21:44:17 main:574] : INFO : Epoch 1629 | loss: 0.031142 | val_loss: 0.0311825 | Time: 3692.96 ms [2021-01-20 21:44:21 main:574] : INFO : Epoch 1630 | loss: 0.0311415 | val_loss: 0.0311746 | Time: 3890.89 ms [2021-01-20 21:44:25 main:574] : INFO : Epoch 1631 | loss: 0.0311455 | val_loss: 0.0311762 | Time: 3493.86 ms [2021-01-20 21:44:29 main:574] : INFO : Epoch 1632 | loss: 0.0311442 | val_loss: 0.0311786 | Time: 3684.34 ms [2021-01-20 21:44:32 main:574] : INFO : Epoch 1633 | loss: 0.0311432 | val_loss: 0.0311787 | Time: 3702.75 ms [2021-01-20 21:44:36 main:574] : INFO : Epoch 1634 | loss: 0.0311472 | val_loss: 0.0311727 | Time: 3545.72 ms [2021-01-20 21:44:40 main:574] : INFO : Epoch 1635 | loss: 0.0311463 | val_loss: 0.0311862 | Time: 4065.41 ms [2021-01-20 21:44:44 main:574] : INFO : Epoch 1636 | loss: 0.0311465 | val_loss: 0.0311782 | Time: 3821.12 ms [2021-01-20 21:44:48 main:574] : INFO : Epoch 1637 | loss: 0.0311414 | val_loss: 0.0311753 | Time: 3555.33 ms [2021-01-20 21:44:52 main:574] : INFO : Epoch 1638 | loss: 0.031144 | val_loss: 0.0311815 | Time: 3544.61 ms [2021-01-20 21:44:55 main:574] : INFO : Epoch 1639 | loss: 0.0311457 | val_loss: 0.0311724 | Time: 3484.56 ms [2021-01-20 21:44:59 main:574] : INFO : Epoch 1640 | loss: 0.0311417 | val_loss: 0.0311776 | Time: 4000.8 ms [2021-01-20 21:45:03 main:574] : INFO : Epoch 1641 | loss: 0.0311396 | val_loss: 0.0311772 | Time: 3764.68 ms [2021-01-20 21:45:07 main:574] : INFO : Epoch 1642 | loss: 0.0311418 | val_loss: 0.0311821 | Time: 3902.04 ms [2021-01-20 21:45:11 main:574] : INFO : Epoch 1643 | loss: 0.0311399 | val_loss: 0.0311767 | Time: 3783.85 ms [2021-01-20 21:45:15 main:574] : INFO : Epoch 1644 | loss: 0.0311387 | val_loss: 0.0311777 | Time: 4043.17 ms [2021-01-20 21:45:19 main:574] : INFO : Epoch 1645 | loss: 0.031141 | val_loss: 0.0311805 | Time: 3530.34 ms [2021-01-20 21:45:23 main:574] : INFO : Epoch 1646 | loss: 0.0311419 | val_loss: 0.0311782 | Time: 3875.91 ms [2021-01-20 21:45:27 main:574] : INFO : Epoch 1647 | loss: 0.0311418 | val_loss: 0.0311829 | Time: 3828.28 ms [2021-01-20 21:45:31 main:574] : INFO : Epoch 1648 | loss: 0.031142 | val_loss: 0.0311874 | Time: 3941.08 ms [2021-01-20 21:45:35 main:574] : INFO : Epoch 1649 | loss: 0.0311437 | val_loss: 0.0311753 | Time: 3633.26 ms [2021-01-20 21:45:39 main:574] : INFO : Epoch 1650 | loss: 0.031149 | val_loss: 0.0311898 | Time: 3872.19 ms [2021-01-20 21:45:44 main:574] : INFO : Epoch 1651 | loss: 0.0311482 | val_loss: 0.0311816 | Time: 4004.58 ms [2021-01-20 21:45:48 main:574] : INFO : Epoch 1652 | loss: 0.0311424 | val_loss: 0.0311788 | Time: 3823.47 ms [2021-01-20 21:45:51 main:574] : INFO : Epoch 1653 | loss: 0.0311405 | val_loss: 0.0311725 | Time: 3659.48 ms [2021-01-20 21:45:55 main:574] : INFO : Epoch 1654 | loss: 0.03114 | val_loss: 0.0311712 | Time: 3570.48 ms [2021-01-20 21:45:59 main:574] : INFO : Epoch 1655 | loss: 0.0311448 | val_loss: 0.0311729 | Time: 3986.69 ms [2021-01-20 21:46:03 main:574] : INFO : Epoch 1656 | loss: 0.0311421 | val_loss: 0.0311698 | Time: 3848.88 ms [2021-01-20 21:46:07 main:574] : INFO : Epoch 1657 | loss: 0.0311419 | val_loss: 0.0311829 | Time: 4059.31 ms [2021-01-20 21:46:11 main:574] : INFO : Epoch 1658 | loss: 0.0311504 | val_loss: 0.031177 | Time: 3666.56 ms [2021-01-20 21:46:15 main:574] : INFO : Epoch 1659 | loss: 0.0311454 | val_loss: 0.0311754 | Time: 3792.4 ms [2021-01-20 21:46:19 main:574] : INFO : Epoch 1660 | loss: 0.0311417 | val_loss: 0.0311728 | Time: 3512.37 ms [2021-01-20 21:46:23 main:574] : INFO : Epoch 1661 | loss: 0.0311414 | val_loss: 0.0311825 | Time: 3696.57 ms [2021-01-20 21:46:26 main:574] : INFO : Epoch 1662 | loss: 0.0311412 | val_loss: 0.0311742 | Time: 3779.73 ms [2021-01-20 21:46:30 main:574] : INFO : Epoch 1663 | loss: 0.03114 | val_loss: 0.0311763 | Time: 3898.19 ms [2021-01-20 21:46:34 main:574] : INFO : Epoch 1664 | loss: 0.0311402 | val_loss: 0.0311799 | Time: 3586.4 ms [2021-01-20 21:46:38 main:574] : INFO : Epoch 1665 | loss: 0.0311459 | val_loss: 0.0311928 | Time: 4016.82 ms [2021-01-20 21:46:42 main:574] : INFO : Epoch 1666 | loss: 0.0311429 | val_loss: 0.0311809 | Time: 3549.72 ms [2021-01-20 21:46:46 main:574] : INFO : Epoch 1667 | loss: 0.0311414 | val_loss: 0.0311857 | Time: 3820.19 ms [2021-01-20 21:46:50 main:574] : INFO : Epoch 1668 | loss: 0.0311434 | val_loss: 0.0311806 | Time: 3491.15 ms [2021-01-20 21:46:53 main:574] : INFO : Epoch 1669 | loss: 0.031145 | val_loss: 0.0311766 | Time: 3737.24 ms [2021-01-20 21:46:57 main:574] : INFO : Epoch 1670 | loss: 0.03114 | val_loss: 0.0311866 | Time: 3672.86 ms [2021-01-20 21:47:01 main:574] : INFO : Epoch 1671 | loss: 0.0311407 | val_loss: 0.0311782 | Time: 3925.95 ms [2021-01-20 21:47:05 main:574] : INFO : Epoch 1672 | loss: 0.0311423 | val_loss: 0.0311727 | Time: 3654.75 ms [2021-01-20 21:47:09 main:574] : INFO : Epoch 1673 | loss: 0.0311487 | val_loss: 0.0311768 | Time: 3543.19 ms [2021-01-20 21:47:13 main:574] : INFO : Epoch 1674 | loss: 0.0311465 | val_loss: 0.0311769 | Time: 4038.58 ms [2021-01-20 21:47:17 main:574] : INFO : Epoch 1675 | loss: 0.0311429 | val_loss: 0.0311792 | Time: 3699.18 ms [2021-01-20 21:47:20 main:574] : INFO : Epoch 1676 | loss: 0.031143 | val_loss: 0.0311786 | Time: 3471.83 ms [2021-01-20 21:47:24 main:574] : INFO : Epoch 1677 | loss: 0.0311423 | val_loss: 0.0311722 | Time: 3561.44 ms [2021-01-20 21:47:28 main:574] : INFO : Epoch 1678 | loss: 0.0311544 | val_loss: 0.0311699 | Time: 4011.7 ms [2021-01-20 21:47:32 main:574] : INFO : Epoch 1679 | loss: 0.0311542 | val_loss: 0.0311682 | Time: 3542.93 ms [2021-01-20 21:47:36 main:574] : INFO : Epoch 1680 | loss: 0.031151 | val_loss: 0.0311689 | Time: 3877.22 ms [2021-01-20 21:47:40 main:574] : INFO : Epoch 1681 | loss: 0.0311484 | val_loss: 0.0311753 | Time: 3719 ms [2021-01-20 21:47:43 main:574] : INFO : Epoch 1682 | loss: 0.0311473 | val_loss: 0.0311771 | Time: 3494.5 ms [2021-01-20 21:47:47 main:574] : INFO : Epoch 1683 | loss: 0.0311469 | val_loss: 0.0311769 | Time: 3722.42 ms [2021-01-20 21:47:51 main:574] : INFO : Epoch 1684 | loss: 0.0311469 | val_loss: 0.0311723 | Time: 3513.24 ms [2021-01-20 21:47:54 main:574] : INFO : Epoch 1685 | loss: 0.0311479 | val_loss: 0.031179 | Time: 3579.21 ms [2021-01-20 21:47:58 main:574] : INFO : Epoch 1686 | loss: 0.0311442 | val_loss: 0.0311776 | Time: 3608.27 ms [2021-01-20 21:48:02 main:574] : INFO : Epoch 1687 | loss: 0.0311429 | val_loss: 0.0311775 | Time: 3879.52 ms [2021-01-20 21:48:06 main:574] : INFO : Epoch 1688 | loss: 0.031145 | val_loss: 0.0311742 | Time: 3659.89 ms [2021-01-20 21:48:10 main:574] : INFO : Epoch 1689 | loss: 0.0311464 | val_loss: 0.0311758 | Time: 4026.64 ms [2021-01-20 21:48:14 main:574] : INFO : Epoch 1690 | loss: 0.0311512 | val_loss: 0.0311783 | Time: 4115.6 ms [2021-01-20 21:48:18 main:574] : INFO : Epoch 1691 | loss: 0.0311528 | val_loss: 0.0311779 | Time: 3805.81 ms [2021-01-20 21:48:22 main:574] : INFO : Epoch 1692 | loss: 0.031147 | val_loss: 0.0311782 | Time: 4001.53 ms [2021-01-20 21:48:26 main:574] : INFO : Epoch 1693 | loss: 0.0311459 | val_loss: 0.0311752 | Time: 3509.83 ms [2021-01-20 21:48:30 main:574] : INFO : Epoch 1694 | loss: 0.0311424 | val_loss: 0.0311778 | Time: 3941.4 ms [2021-01-20 21:48:34 main:574] : INFO : Epoch 1695 | loss: 0.0311445 | val_loss: 0.0311679 | Time: 3488.34 ms [2021-01-20 21:48:37 main:574] : INFO : Epoch 1696 | loss: 0.0311445 | val_loss: 0.0311747 | Time: 3529.88 ms [2021-01-20 21:48:41 main:574] : INFO : Epoch 1697 | loss: 0.0311441 | val_loss: 0.0311734 | Time: 3681.73 ms [2021-01-20 21:48:45 main:574] : INFO : Epoch 1698 | loss: 0.0311417 | val_loss: 0.031176 | Time: 3472.79 ms [2021-01-20 21:48:49 main:574] : INFO : Epoch 1699 | loss: 0.0311425 | val_loss: 0.0311702 | Time: 4064.06 ms [2021-01-20 21:48:52 main:574] : INFO : Epoch 1700 | loss: 0.0311389 | val_loss: 0.0311742 | Time: 3605.51 ms [2021-01-20 21:48:57 main:574] : INFO : Epoch 1701 | loss: 0.0311504 | val_loss: 0.0311737 | Time: 4125.31 ms [2021-01-20 21:49:00 main:574] : INFO : Epoch 1702 | loss: 0.0311536 | val_loss: 0.0311729 | Time: 3549.33 ms [2021-01-20 21:49:04 main:574] : INFO : Epoch 1703 | loss: 0.0311469 | val_loss: 0.0311715 | Time: 3708.64 ms [2021-01-20 21:49:08 main:574] : INFO : Epoch 1704 | loss: 0.031149 | val_loss: 0.031169 | Time: 3887.37 ms [2021-01-20 21:49:12 main:574] : INFO : Epoch 1705 | loss: 0.0311453 | val_loss: 0.0311724 | Time: 3511.01 ms [2021-01-20 21:49:16 main:574] : INFO : Epoch 1706 | loss: 0.0311445 | val_loss: 0.0311693 | Time: 3844.91 ms [2021-01-20 21:49:19 main:574] : INFO : Epoch 1707 | loss: 0.0311436 | val_loss: 0.0311708 | Time: 3611.78 ms [2021-01-20 21:49:23 main:574] : INFO : Epoch 1708 | loss: 0.0311427 | val_loss: 0.0311739 | Time: 3492.01 ms [2021-01-20 21:49:27 main:574] : INFO : Epoch 1709 | loss: 0.0311442 | val_loss: 0.0311713 | Time: 3718.39 ms [2021-01-20 21:49:30 main:574] : INFO : Epoch 1710 | loss: 0.0311439 | val_loss: 0.0311744 | Time: 3463.01 ms [2021-01-20 21:49:34 main:574] : INFO : Epoch 1711 | loss: 0.0311427 | val_loss: 0.0311709 | Time: 3490.45 ms [2021-01-20 21:49:38 main:574] : INFO : Epoch 1712 | loss: 0.0311399 | val_loss: 0.0311745 | Time: 3664.18 ms [2021-01-20 21:49:41 main:574] : INFO : Epoch 1713 | loss: 0.0311396 | val_loss: 0.031178 | Time: 3527 ms [2021-01-20 21:49:45 main:574] : INFO : Epoch 1714 | loss: 0.0311415 | val_loss: 0.0311727 | Time: 3592.21 ms [2021-01-20 21:49:49 main:574] : INFO : Epoch 1715 | loss: 0.0311391 | val_loss: 0.0311779 | Time: 3748.24 ms [2021-01-20 21:49:53 main:574] : INFO : Epoch 1716 | loss: 0.0311368 | val_loss: 0.0311778 | Time: 3618.81 ms [2021-01-20 21:49:57 main:574] : INFO : Epoch 1717 | loss: 0.031136 | val_loss: 0.0311735 | Time: 3604.73 ms [2021-01-20 21:50:00 main:574] : INFO : Epoch 1718 | loss: 0.0311347 | val_loss: 0.0311772 | Time: 3792.51 ms [2021-01-20 21:50:04 main:574] : INFO : Epoch 1719 | loss: 0.0311376 | val_loss: 0.0311773 | Time: 3570.6 ms [2021-01-20 21:50:08 main:574] : INFO : Epoch 1720 | loss: 0.0311379 | val_loss: 0.0311725 | Time: 3674.22 ms [2021-01-20 21:50:12 main:574] : INFO : Epoch 1721 | loss: 0.0311415 | val_loss: 0.0311758 | Time: 3834.04 ms [2021-01-20 21:50:16 main:574] : INFO : Epoch 1722 | loss: 0.0311423 | val_loss: 0.0311712 | Time: 3879.69 ms [2021-01-20 21:50:20 main:574] : INFO : Epoch 1723 | loss: 0.0311436 | val_loss: 0.0311783 | Time: 4069.53 ms [2021-01-20 21:50:24 main:574] : INFO : Epoch 1724 | loss: 0.0311441 | val_loss: 0.031174 | Time: 3610.41 ms [2021-01-20 21:50:28 main:574] : INFO : Epoch 1725 | loss: 0.0311407 | val_loss: 0.031172 | Time: 3773.21 ms [2021-01-20 21:50:31 main:574] : INFO : Epoch 1726 | loss: 0.0311428 | val_loss: 0.0311793 | Time: 3597.24 ms [2021-01-20 21:50:35 main:574] : INFO : Epoch 1727 | loss: 0.0311423 | val_loss: 0.0311698 | Time: 3655.36 ms [2021-01-20 21:50:39 main:574] : INFO : Epoch 1728 | loss: 0.0311424 | val_loss: 0.0311798 | Time: 3890.52 ms [2021-01-20 21:50:43 main:574] : INFO : Epoch 1729 | loss: 0.0311484 | val_loss: 0.0311763 | Time: 3904.05 ms [2021-01-20 21:50:47 main:574] : INFO : Epoch 1730 | loss: 0.0311459 | val_loss: 0.031167 | Time: 3574.76 ms [2021-01-20 21:50:51 main:574] : INFO : Epoch 1731 | loss: 0.0311471 | val_loss: 0.0311734 | Time: 4029.23 ms [2021-01-20 21:50:55 main:574] : INFO : Epoch 1732 | loss: 0.031144 | val_loss: 0.0311712 | Time: 3998.63 ms [2021-01-20 21:50:59 main:574] : INFO : Epoch 1733 | loss: 0.0311409 | val_loss: 0.031176 | Time: 3672.57 ms [2021-01-20 21:51:03 main:574] : INFO : Epoch 1734 | loss: 0.0311411 | val_loss: 0.0311759 | Time: 3751.45 ms [2021-01-20 21:51:07 main:574] : INFO : Epoch 1735 | loss: 0.031145 | val_loss: 0.0311787 | Time: 4023.66 ms [2021-01-20 21:51:11 main:574] : INFO : Epoch 1736 | loss: 0.0311405 | val_loss: 0.0311725 | Time: 3729.42 ms [2021-01-20 21:51:14 main:574] : INFO : Epoch 1737 | loss: 0.0311379 | val_loss: 0.031175 | Time: 3530.51 ms [2021-01-20 21:51:18 main:574] : INFO : Epoch 1738 | loss: 0.0311363 | val_loss: 0.0311792 | Time: 3599.57 ms [2021-01-20 21:51:22 main:574] : INFO : Epoch 1739 | loss: 0.0311358 | val_loss: 0.0311766 | Time: 3841.3 ms [2021-01-20 21:51:26 main:574] : INFO : Epoch 1740 | loss: 0.0311363 | val_loss: 0.0311795 | Time: 3570.79 ms [2021-01-20 21:51:30 main:574] : INFO : Epoch 1741 | loss: 0.0311401 | val_loss: 0.0311732 | Time: 3678.88 ms [2021-01-20 21:51:34 main:574] : INFO : Epoch 1742 | loss: 0.031139 | val_loss: 0.031181 | Time: 4006.05 ms [2021-01-20 21:51:38 main:574] : INFO : Epoch 1743 | loss: 0.0311426 | val_loss: 0.0311745 | Time: 3589.03 ms [2021-01-20 21:51:41 main:574] : INFO : Epoch 1744 | loss: 0.0311462 | val_loss: 0.0311731 | Time: 3673.47 ms [2021-01-20 21:51:45 main:574] : INFO : Epoch 1745 | loss: 0.031142 | val_loss: 0.0311798 | Time: 3706.79 ms [2021-01-20 21:51:49 main:574] : INFO : Epoch 1746 | loss: 0.031143 | val_loss: 0.031177 | Time: 3773.37 ms [2021-01-20 21:51:53 main:574] : INFO : Epoch 1747 | loss: 0.0311396 | val_loss: 0.031171 | Time: 3661.95 ms [2021-01-20 21:51:57 main:574] : INFO : Epoch 1748 | loss: 0.0311395 | val_loss: 0.0311716 | Time: 3636.89 ms [2021-01-20 21:52:00 main:574] : INFO : Epoch 1749 | loss: 0.0311378 | val_loss: 0.0311758 | Time: 3509.13 ms [2021-01-20 21:52:04 main:574] : INFO : Epoch 1750 | loss: 0.0311387 | val_loss: 0.0311722 | Time: 3562.19 ms [2021-01-20 21:52:08 main:574] : INFO : Epoch 1751 | loss: 0.0311388 | val_loss: 0.031173 | Time: 3687.51 ms [2021-01-20 21:52:12 main:574] : INFO : Epoch 1752 | loss: 0.0311366 | val_loss: 0.0311786 | Time: 3603.41 ms [2021-01-20 21:52:15 main:574] : INFO : Epoch 1753 | loss: 0.0311362 | val_loss: 0.0311753 | Time: 3522.39 ms [2021-01-20 21:52:19 main:574] : INFO : Epoch 1754 | loss: 0.0311341 | val_loss: 0.0311761 | Time: 3620.46 ms [2021-01-20 21:52:23 main:574] : INFO : Epoch 1755 | loss: 0.031135 | val_loss: 0.0311751 | Time: 3986.4 ms [2021-01-20 21:52:27 main:574] : INFO : Epoch 1756 | loss: 0.0311325 | val_loss: 0.0311727 | Time: 3557.4 ms [2021-01-20 21:52:31 main:574] : INFO : Epoch 1757 | loss: 0.0311341 | val_loss: 0.0311749 | Time: 3723.45 ms [2021-01-20 21:52:34 main:574] : INFO : Epoch 1758 | loss: 0.0311321 | val_loss: 0.0311742 | Time: 3653.72 ms [2021-01-20 21:52:38 main:574] : INFO : Epoch 1759 | loss: 0.0311343 | val_loss: 0.0311777 | Time: 3469.35 ms [2021-01-20 21:52:42 main:574] : INFO : Epoch 1760 | loss: 0.0311385 | val_loss: 0.0311754 | Time: 3477.06 ms [2021-01-20 21:52:46 main:574] : INFO : Epoch 1761 | loss: 0.031137 | val_loss: 0.0311809 | Time: 4171.06 ms [2021-01-20 21:52:49 main:574] : INFO : Epoch 1762 | loss: 0.0311361 | val_loss: 0.0311725 | Time: 3519.13 ms [2021-01-20 21:52:53 main:574] : INFO : Epoch 1763 | loss: 0.0311356 | val_loss: 0.0311745 | Time: 3684.52 ms [2021-01-20 21:52:57 main:574] : INFO : Epoch 1764 | loss: 0.0311331 | val_loss: 0.0311821 | Time: 3493.8 ms [2021-01-20 21:53:01 main:574] : INFO : Epoch 1765 | loss: 0.0311373 | val_loss: 0.0311813 | Time: 3672.23 ms [2021-01-20 21:53:05 main:574] : INFO : Epoch 1766 | loss: 0.031141 | val_loss: 0.0311764 | Time: 3830.39 ms [2021-01-20 21:53:08 main:574] : INFO : Epoch 1767 | loss: 0.0311407 | val_loss: 0.0311819 | Time: 3481.6 ms [2021-01-20 21:53:13 main:574] : INFO : Epoch 1768 | loss: 0.0311405 | val_loss: 0.0311904 | Time: 4110.32 ms [2021-01-20 21:53:17 main:574] : INFO : Epoch 1769 | loss: 0.0311379 | val_loss: 0.0311739 | Time: 4008.52 ms [2021-01-20 21:53:21 main:574] : INFO : Epoch 1770 | loss: 0.0311355 | val_loss: 0.0311739 | Time: 4006.53 ms [2021-01-20 21:53:24 main:574] : INFO : Epoch 1771 | loss: 0.0311359 | val_loss: 0.0311747 | Time: 3548.4 ms [2021-01-20 21:53:28 main:574] : INFO : Epoch 1772 | loss: 0.031135 | val_loss: 0.0311789 | Time: 3659.19 ms [2021-01-20 21:53:32 main:574] : INFO : Epoch 1773 | loss: 0.0311386 | val_loss: 0.0311736 | Time: 3697.88 ms [2021-01-20 21:53:36 main:574] : INFO : Epoch 1774 | loss: 0.031136 | val_loss: 0.0311814 | Time: 3525.67 ms [2021-01-20 21:53:40 main:574] : INFO : Epoch 1775 | loss: 0.0311344 | val_loss: 0.031178 | Time: 3695.73 ms [2021-01-20 21:53:43 main:574] : INFO : Epoch 1776 | loss: 0.0311358 | val_loss: 0.0311794 | Time: 3612.29 ms [2021-01-20 21:53:47 main:574] : INFO : Epoch 1777 | loss: 0.0311407 | val_loss: 0.031178 | Time: 3681.83 ms [2021-01-20 21:53:51 main:574] : INFO : Epoch 1778 | loss: 0.0311411 | val_loss: 0.0311724 | Time: 3519.83 ms [2021-01-20 21:53:55 main:574] : INFO : Epoch 1779 | loss: 0.0311484 | val_loss: 0.0311754 | Time: 3758.35 ms [2021-01-20 21:53:59 main:574] : INFO : Epoch 1780 | loss: 0.0311453 | val_loss: 0.0311795 | Time: 4048.83 ms [2021-01-20 21:54:03 main:574] : INFO : Epoch 1781 | loss: 0.0311415 | val_loss: 0.0311777 | Time: 4122.34 ms [2021-01-20 21:54:07 main:574] : INFO : Epoch 1782 | loss: 0.0311393 | val_loss: 0.031173 | Time: 3644.89 ms [2021-01-20 21:54:11 main:574] : INFO : Epoch 1783 | loss: 0.0311435 | val_loss: 0.0311808 | Time: 3604.84 ms [2021-01-20 21:54:14 main:574] : INFO : Epoch 1784 | loss: 0.0311467 | val_loss: 0.0311833 | Time: 3513.49 ms [2021-01-20 21:54:18 main:574] : INFO : Epoch 1785 | loss: 0.0311486 | val_loss: 0.0311716 | Time: 4073.63 ms [2021-01-20 21:54:22 main:574] : INFO : Epoch 1786 | loss: 0.0311421 | val_loss: 0.0311723 | Time: 3599.25 ms [2021-01-20 21:54:26 main:574] : INFO : Epoch 1787 | loss: 0.0311392 | val_loss: 0.0311741 | Time: 3643.59 ms [2021-01-20 21:54:30 main:574] : INFO : Epoch 1788 | loss: 0.0311409 | val_loss: 0.0311745 | Time: 4093.54 ms [2021-01-20 21:54:34 main:574] : INFO : Epoch 1789 | loss: 0.0311451 | val_loss: 0.0311755 | Time: 3539.06 ms [2021-01-20 21:54:37 main:574] : INFO : Epoch 1790 | loss: 0.0311409 | val_loss: 0.0311695 | Time: 3474.63 ms [2021-01-20 21:54:41 main:574] : INFO : Epoch 1791 | loss: 0.0311402 | val_loss: 0.0311762 | Time: 3733.2 ms [2021-01-20 21:54:45 main:574] : INFO : Epoch 1792 | loss: 0.031139 | val_loss: 0.0311706 | Time: 3660.85 ms [2021-01-20 21:54:49 main:574] : INFO : Epoch 1793 | loss: 0.0311371 | val_loss: 0.0311751 | Time: 4067.06 ms [2021-01-20 21:54:53 main:574] : INFO : Epoch 1794 | loss: 0.0311348 | val_loss: 0.0311774 | Time: 3980.6 ms [2021-01-20 21:54:57 main:574] : INFO : Epoch 1795 | loss: 0.0311359 | val_loss: 0.0311847 | Time: 3811.97 ms [2021-01-20 21:55:01 main:574] : INFO : Epoch 1796 | loss: 0.0311326 | val_loss: 0.0311699 | Time: 3876.81 ms [2021-01-20 21:55:05 main:574] : INFO : Epoch 1797 | loss: 0.0311313 | val_loss: 0.0311796 | Time: 3970.75 ms [2021-01-20 21:55:09 main:574] : INFO : Epoch 1798 | loss: 0.031134 | val_loss: 0.031175 | Time: 3501.84 ms [2021-01-20 21:55:13 main:574] : INFO : Epoch 1799 | loss: 0.0311397 | val_loss: 0.03118 | Time: 3949.45 ms [2021-01-20 21:55:17 main:574] : INFO : Epoch 1800 | loss: 0.0311465 | val_loss: 0.0311756 | Time: 3623.55 ms [2021-01-20 21:55:21 main:574] : INFO : Epoch 1801 | loss: 0.0311452 | val_loss: 0.0311719 | Time: 3773.67 ms [2021-01-20 21:55:24 main:574] : INFO : Epoch 1802 | loss: 0.0311377 | val_loss: 0.0311773 | Time: 3530.98 ms [2021-01-20 21:55:28 main:574] : INFO : Epoch 1803 | loss: 0.0311403 | val_loss: 0.0311754 | Time: 3544.62 ms [2021-01-20 21:55:32 main:574] : INFO : Epoch 1804 | loss: 0.0311354 | val_loss: 0.031172 | Time: 4072.7 ms [2021-01-20 21:55:36 main:574] : INFO : Epoch 1805 | loss: 0.0311342 | val_loss: 0.0311708 | Time: 3569.73 ms [2021-01-20 21:55:40 main:574] : INFO : Epoch 1806 | loss: 0.0311346 | val_loss: 0.0311743 | Time: 3521.41 ms [2021-01-20 21:55:43 main:574] : INFO : Epoch 1807 | loss: 0.0311347 | val_loss: 0.0311701 | Time: 3787.79 ms [2021-01-20 21:55:47 main:574] : INFO : Epoch 1808 | loss: 0.03113 | val_loss: 0.0311788 | Time: 3495.8 ms [2021-01-20 21:55:51 main:574] : INFO : Epoch 1809 | loss: 0.0311292 | val_loss: 0.0311721 | Time: 3513.64 ms [2021-01-20 21:55:55 main:574] : INFO : Epoch 1810 | loss: 0.03113 | val_loss: 0.0311747 | Time: 3846.53 ms [2021-01-20 21:55:58 main:574] : INFO : Epoch 1811 | loss: 0.0311307 | val_loss: 0.0311753 | Time: 3587.75 ms [2021-01-20 21:56:02 main:574] : INFO : Epoch 1812 | loss: 0.0311345 | val_loss: 0.031172 | Time: 3653.23 ms [2021-01-20 21:56:06 main:574] : INFO : Epoch 1813 | loss: 0.0311369 | val_loss: 0.0311745 | Time: 3766.24 ms [2021-01-20 21:56:10 main:574] : INFO : Epoch 1814 | loss: 0.0311399 | val_loss: 0.0311707 | Time: 3480.78 ms [2021-01-20 21:56:14 main:574] : INFO : Epoch 1815 | loss: 0.0311443 | val_loss: 0.0311699 | Time: 3735.41 ms [2021-01-20 21:56:18 main:574] : INFO : Epoch 1816 | loss: 0.0311397 | val_loss: 0.0311719 | Time: 4096.77 ms [2021-01-20 21:56:22 main:574] : INFO : Epoch 1817 | loss: 0.0311382 | val_loss: 0.0311786 | Time: 3538.98 ms [2021-01-20 21:56:25 main:574] : INFO : Epoch 1818 | loss: 0.0311358 | val_loss: 0.0311729 | Time: 3647.36 ms [2021-01-20 21:56:29 main:574] : INFO : Epoch 1819 | loss: 0.031135 | val_loss: 0.0311699 | Time: 3768.15 ms [2021-01-20 21:56:33 main:574] : INFO : Epoch 1820 | loss: 0.0311332 | val_loss: 0.0311767 | Time: 3775.9 ms [2021-01-20 21:56:37 main:574] : INFO : Epoch 1821 | loss: 0.0311308 | val_loss: 0.0311736 | Time: 3534.41 ms [2021-01-20 21:56:41 main:574] : INFO : Epoch 1822 | loss: 0.0311294 | val_loss: 0.0311834 | Time: 3985.19 ms [2021-01-20 21:56:44 main:574] : INFO : Epoch 1823 | loss: 0.0311301 | val_loss: 0.031184 | Time: 3462.65 ms [2021-01-20 21:56:48 main:574] : INFO : Epoch 1824 | loss: 0.0311369 | val_loss: 0.0311849 | Time: 3614.97 ms [2021-01-20 21:56:52 main:574] : INFO : Epoch 1825 | loss: 0.0311385 | val_loss: 0.0311725 | Time: 3515.44 ms [2021-01-20 21:56:55 main:574] : INFO : Epoch 1826 | loss: 0.0311355 | val_loss: 0.0311771 | Time: 3489.22 ms [2021-01-20 21:56:59 main:574] : INFO : Epoch 1827 | loss: 0.0311374 | val_loss: 0.031171 | Time: 3561.84 ms [2021-01-20 21:57:03 main:574] : INFO : Epoch 1828 | loss: 0.0311449 | val_loss: 0.0311701 | Time: 3899.94 ms [2021-01-20 21:57:07 main:574] : INFO : Epoch 1829 | loss: 0.0311426 | val_loss: 0.0311718 | Time: 3565.54 ms [2021-01-20 21:57:11 main:574] : INFO : Epoch 1830 | loss: 0.0311398 | val_loss: 0.0311665 | Time: 3763.53 ms [2021-01-20 21:57:15 main:574] : INFO : Epoch 1831 | loss: 0.0311385 | val_loss: 0.0311832 | Time: 4044.27 ms [2021-01-20 21:57:19 main:574] : INFO : Epoch 1832 | loss: 0.031138 | val_loss: 0.03117 | Time: 3587.1 ms [2021-01-20 21:57:22 main:574] : INFO : Epoch 1833 | loss: 0.0311324 | val_loss: 0.0311756 | Time: 3471.58 ms [2021-01-20 21:57:26 main:574] : INFO : Epoch 1834 | loss: 0.0311334 | val_loss: 0.0311694 | Time: 3843.85 ms [2021-01-20 21:57:30 main:574] : INFO : Epoch 1835 | loss: 0.0311473 | val_loss: 0.0311729 | Time: 3996.34 ms [2021-01-20 21:57:34 main:574] : INFO : Epoch 1836 | loss: 0.0311429 | val_loss: 0.031178 | Time: 3513.73 ms [2021-01-20 21:57:38 main:574] : INFO : Epoch 1837 | loss: 0.0311465 | val_loss: 0.03117 | Time: 3731.77 ms [2021-01-20 21:57:41 main:574] : INFO : Epoch 1838 | loss: 0.0311421 | val_loss: 0.0311791 | Time: 3664.48 ms [2021-01-20 21:57:45 main:574] : INFO : Epoch 1839 | loss: 0.0311454 | val_loss: 0.0311734 | Time: 3520.73 ms [2021-01-20 21:57:49 main:574] : INFO : Epoch 1840 | loss: 0.0311391 | val_loss: 0.03118 | Time: 3905.2 ms [2021-01-20 21:57:53 main:574] : INFO : Epoch 1841 | loss: 0.0311415 | val_loss: 0.0311766 | Time: 3678.66 ms [2021-01-20 21:57:57 main:574] : INFO : Epoch 1842 | loss: 0.031137 | val_loss: 0.031176 | Time: 3912.44 ms [2021-01-20 21:58:01 main:574] : INFO : Epoch 1843 | loss: 0.0311371 | val_loss: 0.0311792 | Time: 3768.72 ms [2021-01-20 21:58:04 main:574] : INFO : Epoch 1844 | loss: 0.0311337 | val_loss: 0.031181 | Time: 3523.16 ms [2021-01-20 21:58:08 main:574] : INFO : Epoch 1845 | loss: 0.0311342 | val_loss: 0.0311717 | Time: 3606.66 ms [2021-01-20 21:58:12 main:574] : INFO : Epoch 1846 | loss: 0.031136 | val_loss: 0.0311741 | Time: 3619.3 ms [2021-01-20 21:58:15 main:574] : INFO : Epoch 1847 | loss: 0.0311345 | val_loss: 0.0311784 | Time: 3560.14 ms [2021-01-20 21:58:19 main:574] : INFO : Epoch 1848 | loss: 0.0311352 | val_loss: 0.0311721 | Time: 3496.45 ms [2021-01-20 21:58:22 main:574] : INFO : Epoch 1849 | loss: 0.031133 | val_loss: 0.031178 | Time: 3463.97 ms [2021-01-20 21:58:26 main:574] : INFO : Epoch 1850 | loss: 0.0311365 | val_loss: 0.0311743 | Time: 3706.64 ms [2021-01-20 21:58:30 main:574] : INFO : Epoch 1851 | loss: 0.0311344 | val_loss: 0.0311824 | Time: 3470.94 ms [2021-01-20 21:58:34 main:574] : INFO : Epoch 1852 | loss: 0.0311363 | val_loss: 0.0311754 | Time: 4200.38 ms [2021-01-20 21:58:38 main:574] : INFO : Epoch 1853 | loss: 0.0311323 | val_loss: 0.031175 | Time: 3595.13 ms [2021-01-20 21:58:42 main:574] : INFO : Epoch 1854 | loss: 0.0311398 | val_loss: 0.0311762 | Time: 3937.25 ms [2021-01-20 21:58:46 main:574] : INFO : Epoch 1855 | loss: 0.0311361 | val_loss: 0.0311738 | Time: 3540.68 ms [2021-01-20 21:58:49 main:574] : INFO : Epoch 1856 | loss: 0.031135 | val_loss: 0.0311737 | Time: 3532.81 ms [2021-01-20 21:58:53 main:574] : INFO : Epoch 1857 | loss: 0.0311327 | val_loss: 0.0311786 | Time: 3571.08 ms [2021-01-20 21:58:57 main:574] : INFO : Epoch 1858 | loss: 0.0311373 | val_loss: 0.0311771 | Time: 3502.39 ms [2021-01-20 21:59:01 main:574] : INFO : Epoch 1859 | loss: 0.0311321 | val_loss: 0.0311807 | Time: 4001.41 ms [2021-01-20 21:59:05 main:574] : INFO : Epoch 1860 | loss: 0.0311347 | val_loss: 0.0311732 | Time: 3669.47 ms [2021-01-20 21:59:08 main:574] : INFO : Epoch 1861 | loss: 0.0311521 | val_loss: 0.0311751 | Time: 3796.34 ms [2021-01-20 21:59:12 main:574] : INFO : Epoch 1862 | loss: 0.0311564 | val_loss: 0.0311715 | Time: 3856.57 ms [2021-01-20 21:59:16 main:574] : INFO : Epoch 1863 | loss: 0.0311557 | val_loss: 0.0311717 | Time: 3725.31 ms [2021-01-20 21:59:21 main:574] : INFO : Epoch 1864 | loss: 0.0311483 | val_loss: 0.0311682 | Time: 4211.74 ms [2021-01-20 21:59:25 main:574] : INFO : Epoch 1865 | loss: 0.0311443 | val_loss: 0.0311696 | Time: 3874.07 ms [2021-01-20 21:59:28 main:574] : INFO : Epoch 1866 | loss: 0.0311467 | val_loss: 0.0311727 | Time: 3692.95 ms [2021-01-20 21:59:32 main:574] : INFO : Epoch 1867 | loss: 0.031159 | val_loss: 0.0311677 | Time: 3717.02 ms [2021-01-20 21:59:36 main:574] : INFO : Epoch 1868 | loss: 0.0311552 | val_loss: 0.031179 | Time: 3856.79 ms [2021-01-20 21:59:40 main:574] : INFO : Epoch 1869 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 3505.05 ms [2021-01-20 21:59:44 main:574] : INFO : Epoch 1870 | loss: 0.0311508 | val_loss: 0.0311723 | Time: 3669.99 ms [2021-01-20 21:59:48 main:574] : INFO : Epoch 1871 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 3957.9 ms [2021-01-20 21:59:51 main:574] : INFO : Epoch 1872 | loss: 0.0311473 | val_loss: 0.0311675 | Time: 3606.48 ms [2021-01-20 21:59:55 main:574] : INFO : Epoch 1873 | loss: 0.0311446 | val_loss: 0.0311688 | Time: 3610.34 ms [2021-01-20 21:59:59 main:574] : INFO : Epoch 1874 | loss: 0.031146 | val_loss: 0.0311693 | Time: 3652.37 ms [2021-01-20 22:00:03 main:574] : INFO : Epoch 1875 | loss: 0.0311484 | val_loss: 0.0311669 | Time: 3524.34 ms [2021-01-20 22:00:06 main:574] : INFO : Epoch 1876 | loss: 0.0311456 | val_loss: 0.0311703 | Time: 3632 ms [2021-01-20 22:00:10 main:574] : INFO : Epoch 1877 | loss: 0.0311446 | val_loss: 0.0311668 | Time: 3624.98 ms [2021-01-20 22:00:14 main:574] : INFO : Epoch 1878 | loss: 0.0311429 | val_loss: 0.03117 | Time: 3550.2 ms [2021-01-20 22:00:18 main:574] : INFO : Epoch 1879 | loss: 0.0311426 | val_loss: 0.0311702 | Time: 3702.45 ms [2021-01-20 22:00:21 main:574] : INFO : Epoch 1880 | loss: 0.0311433 | val_loss: 0.0311707 | Time: 3601.12 ms [2021-01-20 22:00:25 main:574] : INFO : Epoch 1881 | loss: 0.0311402 | val_loss: 0.0311676 | Time: 3655.56 ms [2021-01-20 22:00:29 main:574] : INFO : Epoch 1882 | loss: 0.0311393 | val_loss: 0.0311723 | Time: 3830.81 ms [2021-01-20 22:00:33 main:574] : INFO : Epoch 1883 | loss: 0.0311383 | val_loss: 0.0311692 | Time: 3525.26 ms [2021-01-20 22:00:37 main:574] : INFO : Epoch 1884 | loss: 0.0311381 | val_loss: 0.0311743 | Time: 3778.77 ms [2021-01-20 22:00:40 main:574] : INFO : Epoch 1885 | loss: 0.0311406 | val_loss: 0.0311734 | Time: 3488.96 ms [2021-01-20 22:00:44 main:574] : INFO : Epoch 1886 | loss: 0.031145 | val_loss: 0.0311738 | Time: 3593.78 ms [2021-01-20 22:00:48 main:574] : INFO : Epoch 1887 | loss: 0.0311435 | val_loss: 0.0311779 | Time: 3588.38 ms [2021-01-20 22:00:52 main:574] : INFO : Epoch 1888 | loss: 0.031144 | val_loss: 0.031172 | Time: 3967.93 ms [2021-01-20 22:00:56 main:574] : INFO : Epoch 1889 | loss: 0.0311432 | val_loss: 0.0311743 | Time: 3874.24 ms [2021-01-20 22:01:00 main:574] : INFO : Epoch 1890 | loss: 0.03114 | val_loss: 0.0311742 | Time: 3753.5 ms [2021-01-20 22:01:04 main:574] : INFO : Epoch 1891 | loss: 0.031139 | val_loss: 0.0311751 | Time: 3985.51 ms [2021-01-20 22:01:07 main:574] : INFO : Epoch 1892 | loss: 0.0311375 | val_loss: 0.0311727 | Time: 3531.41 ms [2021-01-20 22:01:11 main:574] : INFO : Epoch 1893 | loss: 0.0311381 | val_loss: 0.0311759 | Time: 3798.02 ms [2021-01-20 22:01:15 main:574] : INFO : Epoch 1894 | loss: 0.0311404 | val_loss: 0.0311736 | Time: 3720.91 ms [2021-01-20 22:01:19 main:574] : INFO : Epoch 1895 | loss: 0.031138 | val_loss: 0.0311748 | Time: 3942.35 ms [2021-01-20 22:01:23 main:574] : INFO : Epoch 1896 | loss: 0.0311374 | val_loss: 0.0311752 | Time: 3508.53 ms [2021-01-20 22:01:26 main:574] : INFO : Epoch 1897 | loss: 0.0311381 | val_loss: 0.0311725 | Time: 3536.67 ms [2021-01-20 22:01:30 main:574] : INFO : Epoch 1898 | loss: 0.031136 | val_loss: 0.0311782 | Time: 3908.02 ms [2021-01-20 22:01:34 main:574] : INFO : Epoch 1899 | loss: 0.0311377 | val_loss: 0.0311708 | Time: 3919.82 ms [2021-01-20 22:01:38 main:574] : INFO : Epoch 1900 | loss: 0.0311389 | val_loss: 0.0311735 | Time: 3606.13 ms [2021-01-20 22:01:42 main:574] : INFO : Epoch 1901 | loss: 0.0311374 | val_loss: 0.0311781 | Time: 3531.49 ms [2021-01-20 22:01:46 main:574] : INFO : Epoch 1902 | loss: 0.0311407 | val_loss: 0.0311729 | Time: 3928.92 ms [2021-01-20 22:01:50 main:574] : INFO : Epoch 1903 | loss: 0.031139 | val_loss: 0.0311748 | Time: 4004.49 ms [2021-01-20 22:01:54 main:574] : INFO : Epoch 1904 | loss: 0.0311407 | val_loss: 0.0311765 | Time: 3707.1 ms [2021-01-20 22:01:58 main:574] : INFO : Epoch 1905 | loss: 0.0311402 | val_loss: 0.0311899 | Time: 4087.7 ms [2021-01-20 22:02:01 main:574] : INFO : Epoch 1906 | loss: 0.0311428 | val_loss: 0.0311804 | Time: 3587.06 ms [2021-01-20 22:02:06 main:574] : INFO : Epoch 1907 | loss: 0.0311361 | val_loss: 0.0311737 | Time: 3989.65 ms [2021-01-20 22:02:09 main:574] : INFO : Epoch 1908 | loss: 0.0311399 | val_loss: 0.0311718 | Time: 3622.17 ms [2021-01-20 22:02:13 main:574] : INFO : Epoch 1909 | loss: 0.0311388 | val_loss: 0.0311723 | Time: 3613.04 ms [2021-01-20 22:02:17 main:574] : INFO : Epoch 1910 | loss: 0.0311392 | val_loss: 0.0311669 | Time: 3966.32 ms [2021-01-20 22:02:21 main:574] : INFO : Epoch 1911 | loss: 0.0311353 | val_loss: 0.031174 | Time: 3558.02 ms [2021-01-20 22:02:25 main:574] : INFO : Epoch 1912 | loss: 0.0311401 | val_loss: 0.0311658 | Time: 3964.29 ms [2021-01-20 22:02:28 main:574] : INFO : Epoch 1913 | loss: 0.0311431 | val_loss: 0.0311806 | Time: 3529.99 ms [2021-01-20 22:02:33 main:574] : INFO : Epoch 1914 | loss: 0.0311459 | val_loss: 0.031176 | Time: 4026.36 ms [2021-01-20 22:02:36 main:574] : INFO : Epoch 1915 | loss: 0.0311424 | val_loss: 0.0311862 | Time: 3491.89 ms [2021-01-20 22:02:40 main:574] : INFO : Epoch 1916 | loss: 0.0311425 | val_loss: 0.0311815 | Time: 3597.93 ms [2021-01-20 22:02:43 main:574] : INFO : Epoch 1917 | loss: 0.0311409 | val_loss: 0.0311767 | Time: 3531.14 ms [2021-01-20 22:02:47 main:574] : INFO : Epoch 1918 | loss: 0.0311353 | val_loss: 0.0311731 | Time: 3832.67 ms [2021-01-20 22:02:51 main:574] : INFO : Epoch 1919 | loss: 0.031137 | val_loss: 0.0311793 | Time: 3788.66 ms [2021-01-20 22:02:55 main:574] : INFO : Epoch 1920 | loss: 0.0311374 | val_loss: 0.0311745 | Time: 3795.96 ms [2021-01-20 22:03:00 main:574] : INFO : Epoch 1921 | loss: 0.0311363 | val_loss: 0.031173 | Time: 4006.41 ms [2021-01-20 22:03:03 main:574] : INFO : Epoch 1922 | loss: 0.0311381 | val_loss: 0.0311711 | Time: 3515.88 ms [2021-01-20 22:03:07 main:574] : INFO : Epoch 1923 | loss: 0.0311384 | val_loss: 0.0311792 | Time: 3708.59 ms [2021-01-20 22:03:11 main:574] : INFO : Epoch 1924 | loss: 0.0311375 | val_loss: 0.0311696 | Time: 3624.2 ms [2021-01-20 22:03:15 main:574] : INFO : Epoch 1925 | loss: 0.0311346 | val_loss: 0.0311745 | Time: 3826.87 ms [2021-01-20 22:03:19 main:574] : INFO : Epoch 1926 | loss: 0.0311333 | val_loss: 0.0311701 | Time: 3534.68 ms [2021-01-20 22:03:23 main:574] : INFO : Epoch 1927 | loss: 0.0311412 | val_loss: 0.0311711 | Time: 4135.52 ms [2021-01-20 22:03:27 main:574] : INFO : Epoch 1928 | loss: 0.0311442 | val_loss: 0.0311721 | Time: 3592.1 ms [2021-01-20 22:03:30 main:574] : INFO : Epoch 1929 | loss: 0.0311418 | val_loss: 0.0311686 | Time: 3578.54 ms [2021-01-20 22:03:34 main:574] : INFO : Epoch 1930 | loss: 0.03114 | val_loss: 0.0311767 | Time: 3793.65 ms [2021-01-20 22:03:38 main:574] : INFO : Epoch 1931 | loss: 0.0311419 | val_loss: 0.0311864 | Time: 3670.36 ms [2021-01-20 22:03:42 main:574] : INFO : Epoch 1932 | loss: 0.0311403 | val_loss: 0.031176 | Time: 3930.22 ms [2021-01-20 22:03:46 main:574] : INFO : Epoch 1933 | loss: 0.0311388 | val_loss: 0.0311802 | Time: 3730.43 ms [2021-01-20 22:03:50 main:574] : INFO : Epoch 1934 | loss: 0.0311381 | val_loss: 0.0311757 | Time: 3568.97 ms [2021-01-20 22:03:54 main:574] : INFO : Epoch 1935 | loss: 0.0311373 | val_loss: 0.0311754 | Time: 4042 ms [2021-01-20 22:03:57 main:574] : INFO : Epoch 1936 | loss: 0.0311376 | val_loss: 0.031171 | Time: 3582.3 ms [2021-01-20 22:04:01 main:574] : INFO : Epoch 1937 | loss: 0.0311355 | val_loss: 0.0311748 | Time: 3510.83 ms [2021-01-20 22:04:05 main:574] : INFO : Epoch 1938 | loss: 0.0311333 | val_loss: 0.0311762 | Time: 3573.47 ms [2021-01-20 22:04:08 main:574] : INFO : Epoch 1939 | loss: 0.0311356 | val_loss: 0.0311815 | Time: 3566.24 ms [2021-01-20 22:04:12 main:574] : INFO : Epoch 1940 | loss: 0.0311365 | val_loss: 0.0311737 | Time: 3694.36 ms [2021-01-20 22:04:16 main:574] : INFO : Epoch 1941 | loss: 0.0311368 | val_loss: 0.0311787 | Time: 3911.92 ms [2021-01-20 22:04:20 main:574] : INFO : Epoch 1942 | loss: 0.0311341 | val_loss: 0.0311737 | Time: 3541.43 ms [2021-01-20 22:04:24 main:574] : INFO : Epoch 1943 | loss: 0.0311344 | val_loss: 0.0311794 | Time: 3539.52 ms [2021-01-20 22:04:28 main:574] : INFO : Epoch 1944 | loss: 0.031144 | val_loss: 0.031192 | Time: 3862.68 ms [2021-01-20 22:04:31 main:574] : INFO : Epoch 1945 | loss: 0.0311403 | val_loss: 0.0311741 | Time: 3645.04 ms [2021-01-20 22:04:35 main:574] : INFO : Epoch 1946 | loss: 0.0311329 | val_loss: 0.0311789 | Time: 3626.6 ms [2021-01-20 22:04:39 main:574] : INFO : Epoch 1947 | loss: 0.0311302 | val_loss: 0.0311774 | Time: 3624.69 ms [2021-01-20 22:04:42 main:574] : INFO : Epoch 1948 | loss: 0.0311297 | val_loss: 0.0311758 | Time: 3560.23 ms [2021-01-20 22:04:47 main:574] : INFO : Epoch 1949 | loss: 0.0311294 | val_loss: 0.0311797 | Time: 4086.33 ms [2021-01-20 22:04:51 main:574] : INFO : Epoch 1950 | loss: 0.0311331 | val_loss: 0.0311897 | Time: 3872.07 ms [2021-01-20 22:04:54 main:574] : INFO : Epoch 1951 | loss: 0.0311354 | val_loss: 0.0311808 | Time: 3728.81 ms [2021-01-20 22:04:58 main:574] : INFO : Epoch 1952 | loss: 0.0311358 | val_loss: 0.0311745 | Time: 3757.7 ms [2021-01-20 22:05:02 main:574] : INFO : Epoch 1953 | loss: 0.0311321 | val_loss: 0.0311746 | Time: 3551.41 ms [2021-01-20 22:05:06 main:574] : INFO : Epoch 1954 | loss: 0.0311347 | val_loss: 0.0311742 | Time: 3818.23 ms [2021-01-20 22:05:10 main:574] : INFO : Epoch 1955 | loss: 0.0311405 | val_loss: 0.0311743 | Time: 4067.66 ms [2021-01-20 22:05:14 main:574] : INFO : Epoch 1956 | loss: 0.0311398 | val_loss: 0.0311719 | Time: 3655.62 ms [2021-01-20 22:05:18 main:574] : INFO : Epoch 1957 | loss: 0.0311428 | val_loss: 0.0311738 | Time: 3784.35 ms [2021-01-20 22:05:21 main:574] : INFO : Epoch 1958 | loss: 0.031159 | val_loss: 0.0311729 | Time: 3712.24 ms [2021-01-20 22:05:25 main:574] : INFO : Epoch 1959 | loss: 0.0311572 | val_loss: 0.0311689 | Time: 3596.84 ms [2021-01-20 22:05:29 main:574] : INFO : Epoch 1960 | loss: 0.0311528 | val_loss: 0.0311691 | Time: 3623.03 ms [2021-01-20 22:05:33 main:574] : INFO : Epoch 1961 | loss: 0.0311511 | val_loss: 0.0311748 | Time: 3832.78 ms [2021-01-20 22:05:37 main:574] : INFO : Epoch 1962 | loss: 0.0311537 | val_loss: 0.0311748 | Time: 3953.06 ms [2021-01-20 22:05:41 main:574] : INFO : Epoch 1963 | loss: 0.0311626 | val_loss: 0.0311731 | Time: 3849.14 ms [2021-01-20 22:05:45 main:574] : INFO : Epoch 1964 | loss: 0.0311585 | val_loss: 0.0311725 | Time: 3599.89 ms [2021-01-20 22:05:49 main:574] : INFO : Epoch 1965 | loss: 0.0311557 | val_loss: 0.0311758 | Time: 3791.1 ms [2021-01-20 22:05:53 main:574] : INFO : Epoch 1966 | loss: 0.0311534 | val_loss: 0.0311777 | Time: 3802.54 ms [2021-01-20 22:05:57 main:574] : INFO : Epoch 1967 | loss: 0.0311526 | val_loss: 0.031173 | Time: 3772.83 ms [2021-01-20 22:06:00 main:574] : INFO : Epoch 1968 | loss: 0.0311524 | val_loss: 0.031176 | Time: 3641.01 ms [2021-01-20 22:06:04 main:574] : INFO : Epoch 1969 | loss: 0.0311487 | val_loss: 0.0311722 | Time: 4080.36 ms [2021-01-20 22:06:08 main:574] : INFO : Epoch 1970 | loss: 0.0311488 | val_loss: 0.0311724 | Time: 3560.72 ms [2021-01-20 22:06:12 main:574] : INFO : Epoch 1971 | loss: 0.031149 | val_loss: 0.0311693 | Time: 4096.65 ms [2021-01-20 22:06:17 main:574] : INFO : Epoch 1972 | loss: 0.0311494 | val_loss: 0.0311718 | Time: 4144.05 ms [2021-01-20 22:06:21 main:574] : INFO : Epoch 1973 | loss: 0.031151 | val_loss: 0.0311698 | Time: 3821.98 ms [2021-01-20 22:06:25 main:574] : INFO : Epoch 1974 | loss: 0.0311477 | val_loss: 0.0311712 | Time: 3833.51 ms [2021-01-20 22:06:29 main:574] : INFO : Epoch 1975 | loss: 0.0311472 | val_loss: 0.0311739 | Time: 3676.74 ms [2021-01-20 22:06:33 main:574] : INFO : Epoch 1976 | loss: 0.0311454 | val_loss: 0.0311699 | Time: 3614.69 ms [2021-01-20 22:06:37 main:574] : INFO : Epoch 1977 | loss: 0.0311497 | val_loss: 0.0311743 | Time: 3985.89 ms [2021-01-20 22:06:40 main:574] : INFO : Epoch 1978 | loss: 0.0311523 | val_loss: 0.0311695 | Time: 3509.15 ms [2021-01-20 22:06:44 main:574] : INFO : Epoch 1979 | loss: 0.0311495 | val_loss: 0.0311678 | Time: 3795.08 ms [2021-01-20 22:06:48 main:574] : INFO : Epoch 1980 | loss: 0.0311475 | val_loss: 0.0311683 | Time: 3500.35 ms [2021-01-20 22:06:52 main:574] : INFO : Epoch 1981 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 3695.23 ms [2021-01-20 22:06:55 main:574] : INFO : Epoch 1982 | loss: 0.0311446 | val_loss: 0.0311702 | Time: 3697.29 ms [2021-01-20 22:06:59 main:574] : INFO : Epoch 1983 | loss: 0.0311468 | val_loss: 0.0311758 | Time: 3510.69 ms [2021-01-20 22:07:03 main:574] : INFO : Epoch 1984 | loss: 0.0311472 | val_loss: 0.0311681 | Time: 3796.74 ms [2021-01-20 22:07:07 main:574] : INFO : Epoch 1985 | loss: 0.0311463 | val_loss: 0.0311681 | Time: 3995.86 ms [2021-01-20 22:07:11 main:574] : INFO : Epoch 1986 | loss: 0.0311444 | val_loss: 0.0311686 | Time: 3615.3 ms [2021-01-20 22:07:15 main:574] : INFO : Epoch 1987 | loss: 0.0311435 | val_loss: 0.0311756 | Time: 3595.42 ms [2021-01-20 22:07:19 main:574] : INFO : Epoch 1988 | loss: 0.0311454 | val_loss: 0.0311832 | Time: 3907.34 ms [2021-01-20 22:07:23 main:574] : INFO : Epoch 1989 | loss: 0.0311527 | val_loss: 0.0311712 | Time: 3839.32 ms [2021-01-20 22:07:27 main:574] : INFO : Epoch 1990 | loss: 0.0311442 | val_loss: 0.0311757 | Time: 3838.51 ms [2021-01-20 22:07:30 main:574] : INFO : Epoch 1991 | loss: 0.031143 | val_loss: 0.0311774 | Time: 3472.77 ms [2021-01-20 22:07:34 main:574] : INFO : Epoch 1992 | loss: 0.0311421 | val_loss: 0.0311761 | Time: 3703.99 ms [2021-01-20 22:07:38 main:574] : INFO : Epoch 1993 | loss: 0.0311406 | val_loss: 0.0311755 | Time: 3522.25 ms [2021-01-20 22:07:42 main:574] : INFO : Epoch 1994 | loss: 0.0311438 | val_loss: 0.0311821 | Time: 3711.82 ms [2021-01-20 22:07:45 main:574] : INFO : Epoch 1995 | loss: 0.0311641 | val_loss: 0.0312065 | Time: 3503.09 ms [2021-01-20 22:07:49 main:574] : INFO : Epoch 1996 | loss: 0.0312123 | val_loss: 0.0315035 | Time: 3698.58 ms [2021-01-20 22:07:53 main:574] : INFO : Epoch 1997 | loss: 0.0394752 | val_loss: 0.035222 | Time: 3479.32 ms [2021-01-20 22:07:56 main:574] : INFO : Epoch 1998 | loss: 0.0336723 | val_loss: 0.032142 | Time: 3631.53 ms [2021-01-20 22:08:00 main:574] : INFO : Epoch 1999 | loss: 0.0314835 | val_loss: 0.0312849 | Time: 3537.42 ms [2021-01-20 22:08:04 main:574] : INFO : Epoch 2000 | loss: 0.0312527 | val_loss: 0.0312164 | Time: 3670.97 ms [2021-01-20 22:08:07 main:574] : INFO : Epoch 2001 | loss: 0.0312001 | val_loss: 0.0311909 | Time: 3534.98 ms [2021-01-20 22:08:12 main:574] : INFO : Epoch 2002 | loss: 0.0311784 | val_loss: 0.0311769 | Time: 3943.16 ms [2021-01-20 22:08:15 main:574] : INFO : Epoch 2003 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 3684.4 ms [2021-01-20 22:08:19 main:574] : INFO : Epoch 2004 | loss: 0.0311623 | val_loss: 0.0311688 | Time: 3723.36 ms [2021-01-20 22:08:23 main:574] : INFO : Epoch 2005 | loss: 0.0311602 | val_loss: 0.0311692 | Time: 3558.79 ms [2021-01-20 22:08:27 main:574] : INFO : Epoch 2006 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 3497.34 ms [2021-01-20 22:08:31 main:574] : INFO : Epoch 2007 | loss: 0.0311564 | val_loss: 0.0311733 | Time: 4006.7 ms [2021-01-20 22:08:35 main:574] : INFO : Epoch 2008 | loss: 0.0311558 | val_loss: 0.0311694 | Time: 4061.53 ms [2021-01-20 22:08:39 main:574] : INFO : Epoch 2009 | loss: 0.0311563 | val_loss: 0.0311697 | Time: 3732.84 ms [2021-01-20 22:08:42 main:574] : INFO : Epoch 2010 | loss: 0.0311546 | val_loss: 0.0311685 | Time: 3565.35 ms [2021-01-20 22:08:46 main:574] : INFO : Epoch 2011 | loss: 0.0311539 | val_loss: 0.0311698 | Time: 3528.84 ms [2021-01-20 22:08:50 main:574] : INFO : Epoch 2012 | loss: 0.0311512 | val_loss: 0.0311711 | Time: 3894.39 ms [2021-01-20 22:08:54 main:574] : INFO : Epoch 2013 | loss: 0.0311499 | val_loss: 0.0311725 | Time: 3988.69 ms [2021-01-20 22:08:58 main:574] : INFO : Epoch 2014 | loss: 0.0311488 | val_loss: 0.0311722 | Time: 3791.75 ms [2021-01-20 22:09:03 main:574] : INFO : Epoch 2015 | loss: 0.0311486 | val_loss: 0.0311692 | Time: 4117.63 ms [2021-01-20 22:09:06 main:574] : INFO : Epoch 2016 | loss: 0.0311491 | val_loss: 0.0311718 | Time: 3532.95 ms [2021-01-20 22:09:11 main:574] : INFO : Epoch 2017 | loss: 0.0311489 | val_loss: 0.0311704 | Time: 3869.31 ms [2021-01-20 22:09:14 main:574] : INFO : Epoch 2018 | loss: 0.0311485 | val_loss: 0.031171 | Time: 3652.28 ms [2021-01-20 22:09:18 main:574] : INFO : Epoch 2019 | loss: 0.0311459 | val_loss: 0.0311678 | Time: 3840.82 ms [2021-01-20 22:09:22 main:574] : INFO : Epoch 2020 | loss: 0.0311461 | val_loss: 0.031171 | Time: 3564.04 ms [2021-01-20 22:09:26 main:574] : INFO : Epoch 2021 | loss: 0.0311475 | val_loss: 0.0311685 | Time: 4113.81 ms [2021-01-20 22:09:30 main:574] : INFO : Epoch 2022 | loss: 0.0311452 | val_loss: 0.0311715 | Time: 3706.29 ms [2021-01-20 22:09:34 main:574] : INFO : Epoch 2023 | loss: 0.0311486 | val_loss: 0.0311723 | Time: 3603.19 ms [2021-01-20 22:09:38 main:574] : INFO : Epoch 2024 | loss: 0.0311476 | val_loss: 0.0311745 | Time: 3697.02 ms [2021-01-20 22:09:41 main:574] : INFO : Epoch 2025 | loss: 0.0311473 | val_loss: 0.0311731 | Time: 3721.88 ms [2021-01-20 22:09:45 main:574] : INFO : Epoch 2026 | loss: 0.0311458 | val_loss: 0.0311785 | Time: 3700.27 ms [2021-01-20 22:09:49 main:574] : INFO : Epoch 2027 | loss: 0.0311458 | val_loss: 0.0311731 | Time: 3945.73 ms [2021-01-20 22:09:53 main:574] : INFO : Epoch 2028 | loss: 0.0311506 | val_loss: 0.031173 | Time: 3684.11 ms [2021-01-20 22:09:57 main:574] : INFO : Epoch 2029 | loss: 0.0311512 | val_loss: 0.0311726 | Time: 3602.79 ms [2021-01-20 22:10:01 main:574] : INFO : Epoch 2030 | loss: 0.0311508 | val_loss: 0.0311717 | Time: 3827.64 ms [2021-01-20 22:10:05 main:574] : INFO : Epoch 2031 | loss: 0.0311496 | val_loss: 0.0311668 | Time: 3757.83 ms [2021-01-20 22:10:08 main:574] : INFO : Epoch 2032 | loss: 0.0311494 | val_loss: 0.0311684 | Time: 3594.02 ms [2021-01-20 22:10:12 main:574] : INFO : Epoch 2033 | loss: 0.0311468 | val_loss: 0.0311685 | Time: 3651.7 ms [2021-01-20 22:10:16 main:574] : INFO : Epoch 2034 | loss: 0.0311444 | val_loss: 0.0311698 | Time: 3647.23 ms [2021-01-20 22:10:20 main:574] : INFO : Epoch 2035 | loss: 0.0311422 | val_loss: 0.0311744 | Time: 3951.73 ms [2021-01-20 22:10:24 main:574] : INFO : Epoch 2036 | loss: 0.0311419 | val_loss: 0.0311731 | Time: 3933.18 ms [2021-01-20 22:10:28 main:574] : INFO : Epoch 2037 | loss: 0.0311426 | val_loss: 0.0311654 | Time: 4118.55 ms [2021-01-20 22:10:32 main:574] : INFO : Epoch 2038 | loss: 0.0311407 | val_loss: 0.0311687 | Time: 4027.87 ms [2021-01-20 22:10:36 main:574] : INFO : Epoch 2039 | loss: 0.0311403 | val_loss: 0.0311688 | Time: 3542.26 ms [2021-01-20 22:10:40 main:574] : INFO : Epoch 2040 | loss: 0.0311411 | val_loss: 0.0311722 | Time: 3676.17 ms [2021-01-20 22:10:43 main:574] : INFO : Epoch 2041 | loss: 0.0311403 | val_loss: 0.0311745 | Time: 3739.33 ms [2021-01-20 22:10:48 main:574] : INFO : Epoch 2042 | loss: 0.0311407 | val_loss: 0.0311718 | Time: 4063.11 ms [2021-01-20 22:10:52 main:574] : INFO : Epoch 2043 | loss: 0.0311376 | val_loss: 0.0311726 | Time: 3962.26 ms [2021-01-20 22:10:55 main:574] : INFO : Epoch 2044 | loss: 0.031137 | val_loss: 0.0311737 | Time: 3688.84 ms [2021-01-20 22:10:59 main:574] : INFO : Epoch 2045 | loss: 0.0311386 | val_loss: 0.0311744 | Time: 3598.32 ms [2021-01-20 22:11:03 main:574] : INFO : Epoch 2046 | loss: 0.0311387 | val_loss: 0.0311719 | Time: 3734.23 ms [2021-01-20 22:11:07 main:574] : INFO : Epoch 2047 | loss: 0.0311367 | val_loss: 0.0311725 | Time: 3687.46 ms [2021-01-20 22:11:10 main:574] : INFO : Epoch 2048 | loss: 0.0311372 | val_loss: 0.0311702 | Time: 3653.21 ms [2021-01-20 22:11:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311702 [2021-01-20 22:11:11 main:603] : INFO : Saving end state to config to file [2021-01-20 22:11:11 main:608] : INFO : Success, exiting.. 22:11:11 (7272): 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)