Task 3775466
| Name | ParityModified-1609264546-25874-2_3 |
| Workunit | 1844562 |
| Created | 22 Jan 2021, 8:06:35 UTC |
| Sent | 22 Jan 2021, 8:18:30 UTC |
| Report deadline | 29 Jan 2021, 8:18:30 UTC |
| Received | 22 Jan 2021, 14:56:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 7 min 34 sec |
| CPU time | 2 hours 3 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311536 | val_loss: 0.0311715 | Time: 3470.06 ms [2021-01-22 01:57:57 main:574] : INFO : Epoch 1543 | loss: 0.0311506 | val_loss: 0.0311747 | Time: 3388.79 ms [2021-01-22 01:58:00 main:574] : INFO : Epoch 1544 | loss: 0.0311516 | val_loss: 0.0311768 | Time: 3334.92 ms [2021-01-22 01:58:03 main:574] : INFO : Epoch 1545 | loss: 0.0311532 | val_loss: 0.0311736 | Time: 3324.52 ms [2021-01-22 01:58:07 main:574] : INFO : Epoch 1546 | loss: 0.0311531 | val_loss: 0.0311749 | Time: 3381.73 ms [2021-01-22 01:58:10 main:574] : INFO : Epoch 1547 | loss: 0.0311538 | val_loss: 0.0311743 | Time: 3410.48 ms [2021-01-22 01:58:14 main:574] : INFO : Epoch 1548 | loss: 0.0311515 | val_loss: 0.031172 | Time: 3444.99 ms [2021-01-22 01:58:17 main:574] : INFO : Epoch 1549 | loss: 0.0311491 | val_loss: 0.0311734 | Time: 3387.75 ms [2021-01-22 01:58:21 main:574] : INFO : Epoch 1550 | loss: 0.0311478 | val_loss: 0.0311774 | Time: 3462.64 ms [2021-01-22 01:58:24 main:574] : INFO : Epoch 1551 | loss: 0.0311472 | val_loss: 0.0311802 | Time: 3470.94 ms [2021-01-22 01:58:28 main:574] : INFO : Epoch 1552 | loss: 0.0311478 | val_loss: 0.0311762 | Time: 3489.13 ms [2021-01-22 01:58:31 main:574] : INFO : Epoch 1553 | loss: 0.0311445 | val_loss: 0.0311766 | Time: 3355.63 ms [2021-01-22 01:58:35 main:574] : INFO : Epoch 1554 | loss: 0.031147 | val_loss: 0.0311785 | Time: 3499.1 ms [2021-01-22 01:58:38 main:574] : INFO : Epoch 1555 | loss: 0.0311459 | val_loss: 0.0311773 | Time: 3522.07 ms [2021-01-22 01:58:42 main:574] : INFO : Epoch 1556 | loss: 0.0311437 | val_loss: 0.0311781 | Time: 3577.97 ms [2021-01-22 01:58:46 main:574] : INFO : Epoch 1557 | loss: 0.0311432 | val_loss: 0.0311832 | Time: 3468.11 ms [2021-01-22 01:58:49 main:574] : INFO : Epoch 1558 | loss: 0.0311421 | val_loss: 0.0311806 | Time: 3379.43 ms [2021-01-22 01:58:53 main:574] : INFO : Epoch 1559 | loss: 0.0311407 | val_loss: 0.0311798 | Time: 3506 ms [2021-01-22 01:58:56 main:574] : INFO : Epoch 1560 | loss: 0.0311466 | val_loss: 0.0311826 | Time: 3434.83 ms [2021-01-22 01:59:00 main:574] : INFO : Epoch 1561 | loss: 0.0311454 | val_loss: 0.0311835 | Time: 3465.29 ms [2021-01-22 01:59:04 main:574] : INFO : Epoch 1562 | loss: 0.0311434 | val_loss: 0.0311776 | Time: 3520.97 ms [2021-01-22 01:59:07 main:574] : INFO : Epoch 1563 | loss: 0.0311428 | val_loss: 0.0311818 | Time: 3273.91 ms [2021-01-22 01:59:10 main:574] : INFO : Epoch 1564 | loss: 0.0311427 | val_loss: 0.031186 | Time: 3414.31 ms [2021-01-22 01:59:14 main:574] : INFO : Epoch 1565 | loss: 0.0311472 | val_loss: 0.0311815 | Time: 3462.36 ms [2021-01-22 01:59:17 main:574] : INFO : Epoch 1566 | loss: 0.0311407 | val_loss: 0.0311798 | Time: 3445.73 ms [2021-01-22 01:59:21 main:574] : INFO : Epoch 1567 | loss: 0.0311447 | val_loss: 0.0311832 | Time: 3478.43 ms [2021-01-22 01:59:25 main:574] : INFO : Epoch 1568 | loss: 0.0311457 | val_loss: 0.031188 | Time: 3527.26 ms [2021-01-22 01:59:28 main:574] : INFO : Epoch 1569 | loss: 0.0311459 | val_loss: 0.0311812 | Time: 3427.53 ms [2021-01-22 01:59:32 main:574] : INFO : Epoch 1570 | loss: 0.0311452 | val_loss: 0.0311814 | Time: 3474.89 ms [2021-01-22 01:59:35 main:574] : INFO : Epoch 1571 | loss: 0.0311444 | val_loss: 0.0311794 | Time: 3374.77 ms [2021-01-22 01:59:39 main:574] : INFO : Epoch 1572 | loss: 0.0311407 | val_loss: 0.0311857 | Time: 3490.24 ms [2021-01-22 01:59:42 main:574] : INFO : Epoch 1573 | loss: 0.03114 | val_loss: 0.031184 | Time: 3486.26 ms [2021-01-22 01:59:46 main:574] : INFO : Epoch 1574 | loss: 0.0311407 | val_loss: 0.0311832 | Time: 3503.54 ms [2021-01-22 01:59:49 main:574] : INFO : Epoch 1575 | loss: 0.0311407 | val_loss: 0.0311826 | Time: 3283.24 ms [2021-01-22 01:59:53 main:574] : INFO : Epoch 1576 | loss: 0.0311409 | val_loss: 0.0311856 | Time: 3379.85 ms [2021-01-22 01:59:56 main:574] : INFO : Epoch 1577 | loss: 0.031139 | val_loss: 0.0311889 | Time: 3445.92 ms [2021-01-22 02:00:00 main:574] : INFO : Epoch 1578 | loss: 0.0311382 | val_loss: 0.0311823 | Time: 3458.2 ms [2021-01-22 02:00:03 main:574] : INFO : Epoch 1579 | loss: 0.0311384 | val_loss: 0.0311842 | Time: 3509.27 ms [2021-01-22 02:00:07 main:574] : INFO : Epoch 1580 | loss: 0.0311389 | val_loss: 0.031184 | Time: 3378.63 ms [2021-01-22 02:00:10 main:574] : INFO : Epoch 1581 | loss: 0.0311376 | val_loss: 0.0311847 | Time: 3329.77 ms [2021-01-22 02:00:14 main:574] : INFO : Epoch 1582 | loss: 0.0311418 | val_loss: 0.0311812 | Time: 3471.06 ms [2021-01-22 02:00:17 main:574] : INFO : Epoch 1583 | loss: 0.0311459 | val_loss: 0.0311773 | Time: 3450.74 ms [2021-01-22 02:00:21 main:574] : INFO : Epoch 1584 | loss: 0.0311417 | val_loss: 0.0311876 | Time: 3468.11 ms [2021-01-22 02:00:24 main:574] : INFO : Epoch 1585 | loss: 0.0311401 | val_loss: 0.0311816 | Time: 3452.34 ms [2021-01-22 02:00:28 main:574] : INFO : Epoch 1586 | loss: 0.0311406 | val_loss: 0.0311848 | Time: 3451.98 ms [2021-01-22 02:00:31 main:574] : INFO : Epoch 1587 | loss: 0.0311396 | val_loss: 0.0311971 | Time: 3336.61 ms [2021-01-22 02:00:35 main:574] : INFO : Epoch 1588 | loss: 0.0311401 | val_loss: 0.0311837 | Time: 3500.73 ms [2021-01-22 02:00:38 main:574] : INFO : Epoch 1589 | loss: 0.0311378 | val_loss: 0.0311837 | Time: 3372.2 ms [2021-01-22 02:00:42 main:574] : INFO : Epoch 1590 | loss: 0.0311372 | val_loss: 0.0311842 | Time: 3446.79 ms [2021-01-22 02:00:45 main:574] : INFO : Epoch 1591 | loss: 0.031137 | val_loss: 0.0311795 | Time: 3468.72 ms [2021-01-22 02:00:49 main:574] : INFO : Epoch 1592 | loss: 0.0311366 | val_loss: 0.0311852 | Time: 3408.13 ms [2021-01-22 02:00:52 main:574] : INFO : Epoch 1593 | loss: 0.0311379 | val_loss: 0.0311849 | Time: 3464.02 ms [2021-01-22 02:00:56 main:574] : INFO : Epoch 1594 | loss: 0.0311389 | val_loss: 0.0311766 | Time: 3334.85 ms [2021-01-22 02:00:59 main:574] : INFO : Epoch 1595 | loss: 0.0311372 | val_loss: 0.0311807 | Time: 3457.92 ms [2021-01-22 02:01:03 main:574] : INFO : Epoch 1596 | loss: 0.0311395 | val_loss: 0.0311841 | Time: 3544.98 ms [2021-01-22 02:01:06 main:574] : INFO : Epoch 1597 | loss: 0.0311447 | val_loss: 0.031183 | Time: 3409.02 ms [2021-01-22 02:01:10 main:574] : INFO : Epoch 1598 | loss: 0.0311442 | val_loss: 0.0311823 | Time: 3303.2 ms [2021-01-22 02:01:13 main:574] : INFO : Epoch 1599 | loss: 0.0311413 | val_loss: 0.0311829 | Time: 3429.16 ms [2021-01-22 02:01:17 main:574] : INFO : Epoch 1600 | loss: 0.0311408 | val_loss: 0.0311842 | Time: 3508.17 ms [2021-01-22 02:01:20 main:574] : INFO : Epoch 1601 | loss: 0.0311426 | val_loss: 0.0311852 | Time: 3375.02 ms [2021-01-22 02:01:24 main:574] : INFO : Epoch 1602 | loss: 0.0311406 | val_loss: 0.0311831 | Time: 3454.23 ms [2021-01-22 02:01:27 main:574] : INFO : Epoch 1603 | loss: 0.0311378 | val_loss: 0.03118 | Time: 3546.17 ms [2021-01-22 02:01:31 main:574] : INFO : Epoch 1604 | loss: 0.0311385 | val_loss: 0.0311799 | Time: 3479.16 ms [2021-01-22 02:01:34 main:574] : INFO : Epoch 1605 | loss: 0.0311402 | val_loss: 0.0311832 | Time: 3434.27 ms [2021-01-22 02:01:38 main:574] : INFO : Epoch 1606 | loss: 0.0311388 | val_loss: 0.0311815 | Time: 3443.63 ms [2021-01-22 02:01:41 main:574] : INFO : Epoch 1607 | loss: 0.0311372 | val_loss: 0.0311861 | Time: 3446.35 ms [2021-01-22 02:01:45 main:574] : INFO : Epoch 1608 | loss: 0.0311414 | val_loss: 0.0311741 | Time: 3415.06 ms [2021-01-22 02:01:48 main:574] : INFO : Epoch 1609 | loss: 0.0311377 | val_loss: 0.0311844 | Time: 3409.46 ms [2021-01-22 02:01:52 main:574] : INFO : Epoch 1610 | loss: 0.0311365 | val_loss: 0.0311869 | Time: 3325.98 ms [2021-01-22 02:01:55 main:574] : INFO : Epoch 1611 | loss: 0.0311359 | val_loss: 0.0311809 | Time: 3372.95 ms [2021-01-22 02:01:59 main:574] : INFO : Epoch 1612 | loss: 0.0311389 | val_loss: 0.0311875 | Time: 3380.39 ms [2021-01-22 02:02:02 main:574] : INFO : Epoch 1613 | loss: 0.0311388 | val_loss: 0.0311821 | Time: 3371.44 ms [2021-01-22 02:02:06 main:574] : INFO : Epoch 1614 | loss: 0.0311392 | val_loss: 0.031181 | Time: 3600.32 ms [2021-01-22 02:02:10 main:574] : INFO : Epoch 1615 | loss: 0.0311387 | val_loss: 0.0311899 | Time: 3549.95 ms [2021-01-22 02:02:13 main:574] : INFO : Epoch 1616 | loss: 0.0311364 | val_loss: 0.0311836 | Time: 3491.85 ms [2021-01-22 02:02:17 main:574] : INFO : Epoch 1617 | loss: 0.0311331 | val_loss: 0.031187 | Time: 3317.05 ms [2021-01-22 02:02:20 main:574] : INFO : Epoch 1618 | loss: 0.0311367 | val_loss: 0.0311862 | Time: 3488.54 ms [2021-01-22 02:02:24 main:574] : INFO : Epoch 1619 | loss: 0.031135 | val_loss: 0.03119 | Time: 3455.09 ms [2021-01-22 02:02:27 main:574] : INFO : Epoch 1620 | loss: 0.0311359 | val_loss: 0.0311864 | Time: 3389.98 ms [2021-01-22 02:02:31 main:574] : INFO : Epoch 1621 | loss: 0.0311366 | val_loss: 0.0311892 | Time: 3413.2 ms [2021-01-22 02:02:34 main:574] : INFO : Epoch 1622 | loss: 0.031132 | val_loss: 0.0311795 | Time: 3328.06 ms [2021-01-22 02:02:37 main:574] : INFO : Epoch 1623 | loss: 0.0311332 | val_loss: 0.0311894 | Time: 3362.22 ms [2021-01-22 02:02:41 main:574] : INFO : Epoch 1624 | loss: 0.0311364 | val_loss: 0.0311852 | Time: 3564.33 ms [2021-01-22 02:02:45 main:574] : INFO : Epoch 1625 | loss: 0.0311326 | val_loss: 0.0311842 | Time: 3414.73 ms [2021-01-22 02:02:48 main:574] : INFO : Epoch 1626 | loss: 0.0311339 | val_loss: 0.0311886 | Time: 3460.21 ms [2021-01-22 02:02:51 main:574] : INFO : Epoch 1627 | loss: 0.0311345 | val_loss: 0.0311904 | Time: 3389.64 ms [2021-01-22 02:02:55 main:574] : INFO : Epoch 1628 | loss: 0.0311322 | val_loss: 0.0311869 | Time: 3428.64 ms [2021-01-22 02:02:58 main:574] : INFO : Epoch 1629 | loss: 0.0311329 | val_loss: 0.0311844 | Time: 3289.12 ms [2021-01-22 02:03:02 main:574] : INFO : Epoch 1630 | loss: 0.0311334 | val_loss: 0.0311859 | Time: 3402.6 ms [2021-01-22 02:03:05 main:574] : INFO : Epoch 1631 | loss: 0.0311321 | val_loss: 0.0311919 | Time: 3472.53 ms [2021-01-22 02:03:09 main:574] : INFO : Epoch 1632 | loss: 0.0311316 | val_loss: 0.0311848 | Time: 3442.1 ms [2021-01-22 02:03:12 main:574] : INFO : Epoch 1633 | loss: 0.0311309 | val_loss: 0.0311891 | Time: 3369.32 ms [2021-01-22 02:03:16 main:574] : INFO : Epoch 1634 | loss: 0.031132 | val_loss: 0.0311928 | Time: 3385.39 ms [2021-01-22 02:03:19 main:574] : INFO : Epoch 1635 | loss: 0.0311348 | val_loss: 0.0311892 | Time: 3487.41 ms [2021-01-22 02:03:23 main:574] : INFO : Epoch 1636 | loss: 0.0311415 | val_loss: 0.0311804 | Time: 3542.22 ms [2021-01-22 02:03:26 main:574] : INFO : Epoch 1637 | loss: 0.0311436 | val_loss: 0.031181 | Time: 3508.15 ms [2021-01-22 02:03:30 main:574] : INFO : Epoch 1638 | loss: 0.0311416 | val_loss: 0.0311842 | Time: 3522.27 ms [2021-01-22 02:03:33 main:574] : INFO : Epoch 1639 | loss: 0.0311376 | val_loss: 0.031188 | Time: 3387.66 ms [2021-01-22 02:03:37 main:574] : INFO : Epoch 1640 | loss: 0.0311361 | val_loss: 0.0312038 | Time: 3459.94 ms [2021-01-22 02:03:40 main:574] : INFO : Epoch 1641 | loss: 0.0311408 | val_loss: 0.0311914 | Time: 3465.98 ms [2021-01-22 02:03:44 main:574] : INFO : Epoch 1642 | loss: 0.0311389 | val_loss: 0.0311764 | Time: 3379.44 ms [2021-01-22 02:03:47 main:574] : INFO : Epoch 1643 | loss: 0.0311423 | val_loss: 0.0311799 | Time: 3427.48 ms [2021-01-22 02:03:51 main:574] : INFO : Epoch 1644 | loss: 0.0311694 | val_loss: 0.031178 | Time: 3521.53 ms [2021-01-22 02:03:55 main:574] : INFO : Epoch 1645 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 3477.75 ms [2021-01-22 02:03:58 main:574] : INFO : Epoch 1646 | loss: 0.0311613 | val_loss: 0.0311745 | Time: 3342.19 ms [2021-01-22 02:04:01 main:574] : INFO : Epoch 1647 | loss: 0.0311597 | val_loss: 0.0311703 | Time: 3351.17 ms [2021-01-22 02:04:05 main:574] : INFO : Epoch 1648 | loss: 0.0311583 | val_loss: 0.0311745 | Time: 3442.44 ms [2021-01-22 02:04:08 main:574] : INFO : Epoch 1649 | loss: 0.0311578 | val_loss: 0.0311728 | Time: 3500.52 ms [2021-01-22 02:04:12 main:574] : INFO : Epoch 1650 | loss: 0.0311547 | val_loss: 0.0311739 | Time: 3420.01 ms [2021-01-22 02:04:15 main:574] : INFO : Epoch 1651 | loss: 0.0311547 | val_loss: 0.0311736 | Time: 3417.38 ms [2021-01-22 02:04:19 main:574] : INFO : Epoch 1652 | loss: 0.0311547 | val_loss: 0.0311764 | Time: 3354.51 ms [2021-01-22 02:04:22 main:574] : INFO : Epoch 1653 | loss: 0.0311525 | val_loss: 0.0311739 | Time: 3293.09 ms [2021-01-22 02:04:26 main:574] : INFO : Epoch 1654 | loss: 0.0311494 | val_loss: 0.0311722 | Time: 3400.37 ms [2021-01-22 02:04:29 main:574] : INFO : Epoch 1655 | loss: 0.0311473 | val_loss: 0.0311792 | Time: 3457.41 ms [2021-01-22 02:04:33 main:574] : INFO : Epoch 1656 | loss: 0.0311502 | val_loss: 0.0311756 | Time: 3481.8 ms [2021-01-22 02:04:36 main:574] : INFO : Epoch 1657 | loss: 0.0311511 | val_loss: 0.0311804 | Time: 3392.05 ms [2021-01-22 02:04:40 main:574] : INFO : Epoch 1658 | loss: 0.0311479 | val_loss: 0.0311755 | Time: 3458.55 ms [2021-01-22 02:04:43 main:574] : INFO : Epoch 1659 | loss: 0.0311461 | val_loss: 0.0311747 | Time: 3321.58 ms [2021-01-22 02:04:47 main:574] : INFO : Epoch 1660 | loss: 0.0311476 | val_loss: 0.0311731 | Time: 3506.21 ms [2021-01-22 02:04:50 main:574] : INFO : Epoch 1661 | loss: 0.0311492 | val_loss: 0.0311727 | Time: 3377.4 ms [2021-01-22 02:04:53 main:574] : INFO : Epoch 1662 | loss: 0.0311475 | val_loss: 0.0311719 | Time: 3275.82 ms [2021-01-22 02:04:57 main:574] : INFO : Epoch 1663 | loss: 0.0311476 | val_loss: 0.0311792 | Time: 3376.04 ms [2021-01-22 02:05:00 main:574] : INFO : Epoch 1664 | loss: 0.0311503 | val_loss: 0.0311761 | Time: 3403.4 ms [2021-01-22 02:05:04 main:574] : INFO : Epoch 1665 | loss: 0.0311496 | val_loss: 0.0311818 | Time: 3535.61 ms [2021-01-22 02:05:07 main:574] : INFO : Epoch 1666 | loss: 0.031153 | val_loss: 0.0311724 | Time: 3405.29 ms [2021-01-22 02:05:11 main:574] : INFO : Epoch 1667 | loss: 0.0311502 | val_loss: 0.0311733 | Time: 3346.45 ms [2021-01-22 02:05:14 main:574] : INFO : Epoch 1668 | loss: 0.0311492 | val_loss: 0.0311746 | Time: 3494.8 ms [2021-01-22 02:05:18 main:574] : INFO : Epoch 1669 | loss: 0.0311476 | val_loss: 0.0311782 | Time: 3290.19 ms [2021-01-22 02:05:21 main:574] : INFO : Epoch 1670 | loss: 0.0311527 | val_loss: 0.0311766 | Time: 3479.1 ms [2021-01-22 02:05:25 main:574] : INFO : Epoch 1671 | loss: 0.0311488 | val_loss: 0.0311782 | Time: 3327.87 ms [2021-01-22 02:05:28 main:574] : INFO : Epoch 1672 | loss: 0.0311507 | val_loss: 0.0311766 | Time: 3362.82 ms [2021-01-22 02:05:32 main:574] : INFO : Epoch 1673 | loss: 0.0311546 | val_loss: 0.0311878 | Time: 3382.98 ms [2021-01-22 02:05:35 main:574] : INFO : Epoch 1674 | loss: 0.0311521 | val_loss: 0.0311717 | Time: 3460.13 ms [2021-01-22 02:05:39 main:574] : INFO : Epoch 1675 | loss: 0.0311475 | val_loss: 0.0311752 | Time: 3536.51 ms [2021-01-22 02:05:42 main:574] : INFO : Epoch 1676 | loss: 0.0311461 | val_loss: 0.0311851 | Time: 3424.26 ms [2021-01-22 02:05:46 main:574] : INFO : Epoch 1677 | loss: 0.0311453 | val_loss: 0.0311842 | Time: 3429.93 ms [2021-01-22 02:05:49 main:574] : INFO : Epoch 1678 | loss: 0.0311488 | val_loss: 0.031177 | Time: 3354.48 ms [2021-01-22 02:05:53 main:574] : INFO : Epoch 1679 | loss: 0.0311455 | val_loss: 0.0311781 | Time: 3462.45 ms [2021-01-22 02:05:56 main:574] : INFO : Epoch 1680 | loss: 0.0311461 | val_loss: 0.0311784 | Time: 3551.21 ms [2021-01-22 02:06:00 main:574] : INFO : Epoch 1681 | loss: 0.0311479 | val_loss: 0.0311723 | Time: 3487.95 ms [2021-01-22 02:06:03 main:574] : INFO : Epoch 1682 | loss: 0.0311485 | val_loss: 0.0311813 | Time: 3496.83 ms [2021-01-22 02:06:07 main:574] : INFO : Epoch 1683 | loss: 0.0311455 | val_loss: 0.0311737 | Time: 3310.17 ms [2021-01-22 02:06:10 main:574] : INFO : Epoch 1684 | loss: 0.0311441 | val_loss: 0.0311765 | Time: 3503.62 ms [2021-01-22 02:06:14 main:574] : INFO : Epoch 1685 | loss: 0.0311429 | val_loss: 0.0311791 | Time: 3397.57 ms [2021-01-22 02:06:17 main:574] : INFO : Epoch 1686 | loss: 0.0311436 | val_loss: 0.0311805 | Time: 3346.41 ms [2021-01-22 02:06:21 main:574] : INFO : Epoch 1687 | loss: 0.0311433 | val_loss: 0.03118 | Time: 3323.17 ms [2021-01-22 02:06:24 main:574] : INFO : Epoch 1688 | loss: 0.0311448 | val_loss: 0.031176 | Time: 3407.2 ms [2021-01-22 02:06:28 main:574] : INFO : Epoch 1689 | loss: 0.0311427 | val_loss: 0.031181 | Time: 3501.93 ms [2021-01-22 02:06:31 main:574] : INFO : Epoch 1690 | loss: 0.0311415 | val_loss: 0.0311796 | Time: 3422.61 ms [2021-01-22 02:06:35 main:574] : INFO : Epoch 1691 | loss: 0.0311425 | val_loss: 0.0311849 | Time: 3320.68 ms [2021-01-22 02:06:38 main:574] : INFO : Epoch 1692 | loss: 0.0311414 | val_loss: 0.0311818 | Time: 3371.5 ms [2021-01-22 02:06:42 main:574] : INFO : Epoch 1693 | loss: 0.0311427 | val_loss: 0.0311802 | Time: 3568.79 ms [2021-01-22 02:06:45 main:574] : INFO : Epoch 1694 | loss: 0.031142 | val_loss: 0.0311878 | Time: 3399.49 ms [2021-01-22 02:06:48 main:574] : INFO : Epoch 1695 | loss: 0.0311398 | val_loss: 0.0311811 | Time: 3417 ms [2021-01-22 02:06:52 main:574] : INFO : Epoch 1696 | loss: 0.0311435 | val_loss: 0.0311745 | Time: 3506.09 ms [2021-01-22 02:06:56 main:574] : INFO : Epoch 1697 | loss: 0.0311478 | val_loss: 0.0311756 | Time: 3496.25 ms [2021-01-22 02:06:59 main:574] : INFO : Epoch 1698 | loss: 0.0311513 | val_loss: 0.031177 | Time: 3423.34 ms [2021-01-22 02:07:03 main:574] : INFO : Epoch 1699 | loss: 0.0311505 | val_loss: 0.0311756 | Time: 3515.44 ms [2021-01-22 02:07:06 main:574] : INFO : Epoch 1700 | loss: 0.0311539 | val_loss: 0.0311695 | Time: 3473.99 ms [2021-01-22 02:07:10 main:574] : INFO : Epoch 1701 | loss: 0.0311526 | val_loss: 0.0311717 | Time: 3418.43 ms [2021-01-22 02:07:13 main:574] : INFO : Epoch 1702 | loss: 0.0311533 | val_loss: 0.0311756 | Time: 3534.62 ms [2021-01-22 02:07:17 main:574] : INFO : Epoch 1703 | loss: 0.0311496 | val_loss: 0.0311726 | Time: 3495.38 ms [2021-01-22 02:07:21 main:574] : INFO : Epoch 1704 | loss: 0.0311482 | val_loss: 0.031173 | Time: 3382.92 ms [2021-01-22 02:07:24 main:574] : INFO : Epoch 1705 | loss: 0.0311455 | val_loss: 0.0311711 | Time: 3357.78 ms [2021-01-22 02:07:27 main:574] : INFO : Epoch 1706 | loss: 0.0311441 | val_loss: 0.0311761 | Time: 3340.31 ms [2021-01-22 02:07:31 main:574] : INFO : Epoch 1707 | loss: 0.031145 | val_loss: 0.0311767 | Time: 3465.47 ms [2021-01-22 02:07:34 main:574] : INFO : Epoch 1708 | loss: 0.0311446 | val_loss: 0.0311785 | Time: 3411.55 ms [2021-01-22 02:07:38 main:574] : INFO : Epoch 1709 | loss: 0.0311418 | val_loss: 0.0311748 | Time: 3385.47 ms [2021-01-22 02:07:41 main:574] : INFO : Epoch 1710 | loss: 0.0311425 | val_loss: 0.0311771 | Time: 3536.37 ms [2021-01-22 02:07:45 main:574] : INFO : Epoch 1711 | loss: 0.0311464 | val_loss: 0.0311736 | Time: 3392.6 ms [2021-01-22 02:07:48 main:574] : INFO : Epoch 1712 | loss: 0.0311468 | val_loss: 0.0311803 | Time: 3491.9 ms [2021-01-22 02:07:52 main:574] : INFO : Epoch 1713 | loss: 0.0311426 | val_loss: 0.0311747 | Time: 3419.05 ms [2021-01-22 02:07:56 main:574] : INFO : Epoch 1714 | loss: 0.0311425 | val_loss: 0.0311734 | Time: 3460.38 ms [2021-01-22 02:07:59 main:574] : INFO : Epoch 1715 | loss: 0.0311417 | val_loss: 0.0311752 | Time: 3455.35 ms [2021-01-22 02:08:03 main:574] : INFO : Epoch 1716 | loss: 0.0311403 | val_loss: 0.0311755 | Time: 3489.94 ms [2021-01-22 02:08:06 main:574] : INFO : Epoch 1717 | loss: 0.0311381 | val_loss: 0.0311751 | Time: 3219.29 ms [2021-01-22 02:08:09 main:574] : INFO : Epoch 1718 | loss: 0.0311398 | val_loss: 0.0311754 | Time: 3575.9 ms [2021-01-22 02:08:13 main:574] : INFO : Epoch 1719 | loss: 0.0311376 | val_loss: 0.0311804 | Time: 3456.12 ms [2021-01-22 02:08:17 main:574] : INFO : Epoch 1720 | loss: 0.0311389 | val_loss: 0.0311751 | Time: 3532.26 ms [2021-01-22 02:08:20 main:574] : INFO : Epoch 1721 | loss: 0.0311416 | val_loss: 0.0311756 | Time: 3495.63 ms [2021-01-22 02:08:24 main:574] : INFO : Epoch 1722 | loss: 0.0311483 | val_loss: 0.0311743 | Time: 3484.19 ms [2021-01-22 02:08:27 main:574] : INFO : Epoch 1723 | loss: 0.0311485 | val_loss: 0.0311744 | Time: 3461.68 ms [2021-01-22 02:08:31 main:574] : INFO : Epoch 1724 | loss: 0.0311449 | val_loss: 0.0311737 | Time: 3359.68 ms [2021-01-22 02:08:34 main:574] : INFO : Epoch 1725 | loss: 0.0311437 | val_loss: 0.0311812 | Time: 3687.4 ms [2021-01-22 02:08:38 main:574] : INFO : Epoch 1726 | loss: 0.0311433 | val_loss: 0.031176 | Time: 3424.01 ms [2021-01-22 02:08:41 main:574] : INFO : Epoch 1727 | loss: 0.0311402 | val_loss: 0.0311749 | Time: 3458.11 ms [2021-01-22 02:08:45 main:574] : INFO : Epoch 1728 | loss: 0.0311381 | val_loss: 0.0311758 | Time: 3389.22 ms [2021-01-22 02:08:48 main:574] : INFO : Epoch 1729 | loss: 0.0311381 | val_loss: 0.0311852 | Time: 3426.81 ms [2021-01-22 02:08:52 main:574] : INFO : Epoch 1730 | loss: 0.0311364 | val_loss: 0.0311762 | Time: 3407.4 ms [2021-01-22 02:08:55 main:574] : INFO : Epoch 1731 | loss: 0.0311433 | val_loss: 0.0311832 | Time: 3435.42 ms [2021-01-22 02:08:59 main:574] : INFO : Epoch 1732 | loss: 0.0311429 | val_loss: 0.0311755 | Time: 3449.73 ms [2021-01-22 02:09:02 main:574] : INFO : Epoch 1733 | loss: 0.0311412 | val_loss: 0.0311777 | Time: 3450 ms [2021-01-22 02:09:06 main:574] : INFO : Epoch 1734 | loss: 0.0311408 | val_loss: 0.0311785 | Time: 3344.61 ms [2021-01-22 02:09:09 main:574] : INFO : Epoch 1735 | loss: 0.0311399 | val_loss: 0.0311734 | Time: 3428.15 ms [2021-01-22 02:09:13 main:574] : INFO : Epoch 1736 | loss: 0.0311405 | val_loss: 0.0311762 | Time: 3460.59 ms [2021-01-22 02:09:16 main:574] : INFO : Epoch 1737 | loss: 0.0311416 | val_loss: 0.0311835 | Time: 3347.6 ms [2021-01-22 02:09:20 main:574] : INFO : Epoch 1738 | loss: 0.0311421 | val_loss: 0.0311743 | Time: 3380.21 ms [2021-01-22 02:09:23 main:574] : INFO : Epoch 1739 | loss: 0.0311388 | val_loss: 0.0311819 | Time: 3408.16 ms [2021-01-22 02:09:27 main:574] : INFO : Epoch 1740 | loss: 0.0311379 | val_loss: 0.0311718 | Time: 3572.79 ms [2021-01-22 02:09:30 main:574] : INFO : Epoch 1741 | loss: 0.0311415 | val_loss: 0.031174 | Time: 3500.61 ms [2021-01-22 02:09:34 main:574] : INFO : Epoch 1742 | loss: 0.0311419 | val_loss: 0.0311801 | Time: 3548.26 ms [2021-01-22 02:09:37 main:574] : INFO : Epoch 1743 | loss: 0.0311374 | val_loss: 0.0311823 | Time: 3496.09 ms [2021-01-22 02:09:41 main:574] : INFO : Epoch 1744 | loss: 0.0311367 | val_loss: 0.0311748 | Time: 3444.02 ms [2021-01-22 02:09:45 main:574] : INFO : Epoch 1745 | loss: 0.0311371 | val_loss: 0.0311799 | Time: 3433.13 ms [2021-01-22 02:09:48 main:574] : INFO : Epoch 1746 | loss: 0.0311372 | val_loss: 0.0311785 | Time: 3519.51 ms [2021-01-22 02:09:52 main:574] : INFO : Epoch 1747 | loss: 0.0311377 | val_loss: 0.0311804 | Time: 3550.88 ms [2021-01-22 02:09:55 main:574] : INFO : Epoch 1748 | loss: 0.0311334 | val_loss: 0.0311868 | Time: 3271.72 ms [2021-01-22 02:09:59 main:574] : INFO : Epoch 1749 | loss: 0.0311362 | val_loss: 0.031182 | Time: 3440.26 ms [2021-01-22 02:10:02 main:574] : INFO : Epoch 1750 | loss: 0.0311361 | val_loss: 0.0311789 | Time: 3366.86 ms [2021-01-22 02:10:06 main:574] : INFO : Epoch 1751 | loss: 0.0311393 | val_loss: 0.0311767 | Time: 3454.6 ms [2021-01-22 02:10:09 main:574] : INFO : Epoch 1752 | loss: 0.0311375 | val_loss: 0.0311843 | Time: 3303.25 ms [2021-01-22 02:10:12 main:574] : INFO : Epoch 1753 | loss: 0.0311312 | val_loss: 0.0311815 | Time: 3456.25 ms [2021-01-22 02:10:16 main:574] : INFO : Epoch 1754 | loss: 0.0311346 | val_loss: 0.0311812 | Time: 3449.24 ms [2021-01-22 02:10:19 main:574] : INFO : Epoch 1755 | loss: 0.0311333 | val_loss: 0.0311875 | Time: 3325.68 ms [2021-01-22 02:10:23 main:574] : INFO : Epoch 1756 | loss: 0.0311319 | val_loss: 0.0311836 | Time: 3494.27 ms [2021-01-22 02:10:26 main:574] : INFO : Epoch 1757 | loss: 0.0311324 | val_loss: 0.0311881 | Time: 3439.75 ms [2021-01-22 02:10:30 main:574] : INFO : Epoch 1758 | loss: 0.0311413 | val_loss: 0.0311743 | Time: 3421.17 ms [2021-01-22 02:10:33 main:574] : INFO : Epoch 1759 | loss: 0.0311402 | val_loss: 0.0311795 | Time: 3352.11 ms [2021-01-22 02:10:37 main:574] : INFO : Epoch 1760 | loss: 0.0311338 | val_loss: 0.0311776 | Time: 3557.77 ms [2021-01-22 02:10:40 main:574] : INFO : Epoch 1761 | loss: 0.0311338 | val_loss: 0.0311876 | Time: 3538.1 ms [2021-01-22 02:10:44 main:574] : INFO : Epoch 1762 | loss: 0.0311317 | val_loss: 0.0311834 | Time: 3403.52 ms [2021-01-22 02:10:47 main:574] : INFO : Epoch 1763 | loss: 0.031132 | val_loss: 0.0311823 | Time: 3532.24 ms [2021-01-22 02:10:51 main:574] : INFO : Epoch 1764 | loss: 0.0311295 | val_loss: 0.0311874 | Time: 3422.86 ms [2021-01-22 02:10:54 main:574] : INFO : Epoch 1765 | loss: 0.0311302 | val_loss: 0.0311855 | Time: 3336.06 ms [2021-01-22 02:10:58 main:574] : INFO : Epoch 1766 | loss: 0.0311313 | val_loss: 0.0311777 | Time: 3551.34 ms [2021-01-22 02:11:01 main:574] : INFO : Epoch 1767 | loss: 0.0311322 | val_loss: 0.0311832 | Time: 3234.3 ms [2021-01-22 02:11:05 main:574] : INFO : Epoch 1768 | loss: 0.0311437 | val_loss: 0.031176 | Time: 3464.92 ms [2021-01-22 02:11:08 main:574] : INFO : Epoch 1769 | loss: 0.0311557 | val_loss: 0.0311721 | Time: 3426.76 ms [2021-01-22 02:11:12 main:574] : INFO : Epoch 1770 | loss: 0.031155 | val_loss: 0.0311737 | Time: 3432.86 ms [2021-01-22 02:11:15 main:574] : INFO : Epoch 1771 | loss: 0.031151 | val_loss: 0.0311745 | Time: 3498.64 ms [2021-01-22 02:11:19 main:574] : INFO : Epoch 1772 | loss: 0.0311713 | val_loss: 0.0311884 | Time: 3538.49 ms [2021-01-22 02:11:23 main:574] : INFO : Epoch 1773 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 3330.98 ms [2021-01-22 02:11:26 main:574] : INFO : Epoch 1774 | loss: 0.031157 | val_loss: 0.0311794 | Time: 3432.34 ms [2021-01-22 02:11:30 main:574] : INFO : Epoch 1775 | loss: 0.0311528 | val_loss: 0.0311789 | Time: 3389.26 ms [2021-01-22 02:11:33 main:574] : INFO : Epoch 1776 | loss: 0.0311507 | val_loss: 0.0311747 | Time: 3417.47 ms [2021-01-22 02:11:37 main:574] : INFO : Epoch 1777 | loss: 0.0311507 | val_loss: 0.0311785 | Time: 3482.87 ms [2021-01-22 02:11:40 main:574] : INFO : Epoch 1778 | loss: 0.0311492 | val_loss: 0.0311787 | Time: 3456.48 ms [2021-01-22 02:11:44 main:574] : INFO : Epoch 1779 | loss: 0.0311461 | val_loss: 0.0311788 | Time: 3377.86 ms [2021-01-22 02:11:47 main:574] : INFO : Epoch 1780 | loss: 0.0311455 | val_loss: 0.0311744 | Time: 3486.81 ms [2021-01-22 02:11:51 main:574] : INFO : Epoch 1781 | loss: 0.0311446 | val_loss: 0.0311824 | Time: 3496.19 ms [2021-01-22 02:11:54 main:574] : INFO : Epoch 1782 | loss: 0.0311574 | val_loss: 0.0311746 | Time: 3431.66 ms [2021-01-22 02:11:58 main:574] : INFO : Epoch 1783 | loss: 0.0311563 | val_loss: 0.0311715 | Time: 3464.55 ms [2021-01-22 02:12:01 main:574] : INFO : Epoch 1784 | loss: 0.0311516 | val_loss: 0.0311739 | Time: 3595.92 ms [2021-01-22 02:12:05 main:574] : INFO : Epoch 1785 | loss: 0.0311478 | val_loss: 0.0311725 | Time: 3501.52 ms [2021-01-22 02:12:08 main:574] : INFO : Epoch 1786 | loss: 0.0311454 | val_loss: 0.0311735 | Time: 3481 ms [2021-01-22 02:12:12 main:574] : INFO : Epoch 1787 | loss: 0.0311448 | val_loss: 0.0311807 | Time: 3334.16 ms [2021-01-22 02:12:15 main:574] : INFO : Epoch 1788 | loss: 0.0311436 | val_loss: 0.0311746 | Time: 3479.79 ms [2021-01-22 02:12:19 main:574] : INFO : Epoch 1789 | loss: 0.0311419 | val_loss: 0.031177 | Time: 3381.76 ms [2021-01-22 02:12:22 main:574] : INFO : Epoch 1790 | loss: 0.0311388 | val_loss: 0.0311733 | Time: 3509.75 ms [2021-01-22 02:12:26 main:574] : INFO : Epoch 1791 | loss: 0.0311429 | val_loss: 0.0311852 | Time: 3457.64 ms [2021-01-22 02:12:29 main:574] : INFO : Epoch 1792 | loss: 0.0311423 | val_loss: 0.0311743 | Time: 3397.47 ms [2021-01-22 02:12:33 main:574] : INFO : Epoch 1793 | loss: 0.0311388 | val_loss: 0.0311801 | Time: 3439.59 ms [2021-01-22 02:12:36 main:574] : INFO : Epoch 1794 | loss: 0.0311388 | val_loss: 0.0311837 | Time: 3463.76 ms [2021-01-22 02:12:40 main:574] : INFO : Epoch 1795 | loss: 0.0311379 | val_loss: 0.0311814 | Time: 3360.96 ms [2021-01-22 02:12:43 main:574] : INFO : Epoch 1796 | loss: 0.0311399 | val_loss: 0.0311805 | Time: 3311.21 ms [2021-01-22 02:12:47 main:574] : INFO : Epoch 1797 | loss: 0.0311376 | val_loss: 0.0311793 | Time: 3484.29 ms [2021-01-22 02:12:50 main:574] : INFO : Epoch 1798 | loss: 0.0311391 | val_loss: 0.0311842 | Time: 3327.84 ms [2021-01-22 02:12:54 main:574] : INFO : Epoch 1799 | loss: 0.0311376 | val_loss: 0.0311827 | Time: 3507.59 ms [2021-01-22 02:12:57 main:574] : INFO : Epoch 1800 | loss: 0.0311387 | val_loss: 0.0311823 | Time: 3471.38 ms [2021-01-22 02:13:01 main:574] : INFO : Epoch 1801 | loss: 0.0311393 | val_loss: 0.0311789 | Time: 3470.05 ms [2021-01-22 02:13:04 main:574] : INFO : Epoch 1802 | loss: 0.0311376 | val_loss: 0.0311783 | Time: 3453.35 ms [2021-01-22 02:13:08 main:574] : INFO : Epoch 1803 | loss: 0.031136 | val_loss: 0.031178 | Time: 3298.47 ms [2021-01-22 02:13:11 main:574] : INFO : Epoch 1804 | loss: 0.0311368 | val_loss: 0.0311819 | Time: 3336.59 ms [2021-01-22 02:13:15 main:574] : INFO : Epoch 1805 | loss: 0.0311436 | val_loss: 0.031183 | Time: 3399.02 ms [2021-01-22 02:13:18 main:574] : INFO : Epoch 1806 | loss: 0.0311442 | val_loss: 0.0311856 | Time: 3452.18 ms [2021-01-22 02:13:22 main:574] : INFO : Epoch 1807 | loss: 0.031141 | val_loss: 0.0311768 | Time: 3451.49 ms [2021-01-22 02:13:25 main:574] : INFO : Epoch 1808 | loss: 0.0311386 | val_loss: 0.0311715 | Time: 3499.43 ms [2021-01-22 02:13:29 main:574] : INFO : Epoch 1809 | loss: 0.0311378 | val_loss: 0.0311761 | Time: 3358.83 ms [2021-01-22 02:13:32 main:574] : INFO : Epoch 1810 | loss: 0.0311383 | val_loss: 0.0311727 | Time: 3417.84 ms [2021-01-22 02:13:35 main:574] : INFO : Epoch 1811 | loss: 0.0311408 | val_loss: 0.0311797 | Time: 3310.65 ms [2021-01-22 02:13:39 main:574] : INFO : Epoch 1812 | loss: 0.0311366 | val_loss: 0.0311773 | Time: 3423.21 ms [2021-01-22 02:13:42 main:574] : INFO : Epoch 1813 | loss: 0.031137 | val_loss: 0.0311705 | Time: 3379.9 ms [2021-01-22 02:13:46 main:574] : INFO : Epoch 1814 | loss: 0.0311366 | val_loss: 0.0311797 | Time: 3411.41 ms [2021-01-22 02:13:50 main:574] : INFO : Epoch 1815 | loss: 0.031144 | val_loss: 0.0311752 | Time: 3519.74 ms [2021-01-22 02:13:53 main:574] : INFO : Epoch 1816 | loss: 0.0311419 | val_loss: 0.0311767 | Time: 3424.08 ms [2021-01-22 02:13:57 main:574] : INFO : Epoch 1817 | loss: 0.0311385 | val_loss: 0.0311751 | Time: 3504.63 ms [2021-01-22 02:14:00 main:574] : INFO : Epoch 1818 | loss: 0.0311373 | val_loss: 0.0311786 | Time: 3418.3 ms [2021-01-22 02:14:04 main:574] : INFO : Epoch 1819 | loss: 0.0311379 | val_loss: 0.0311749 | Time: 3388.11 ms [2021-01-22 02:14:07 main:574] : INFO : Epoch 1820 | loss: 0.0311369 | val_loss: 0.0311773 | Time: 3448.64 ms [2021-01-22 02:14:11 main:574] : INFO : Epoch 1821 | loss: 0.0311442 | val_loss: 0.0311773 | Time: 3402.54 ms [2021-01-22 02:14:14 main:574] : INFO : Epoch 1822 | loss: 0.0311472 | val_loss: 0.0311723 | Time: 3379.2 ms [2021-01-22 02:14:18 main:574] : INFO : Epoch 1823 | loss: 0.031145 | val_loss: 0.0311754 | Time: 3414.73 ms [2021-01-22 02:14:21 main:574] : INFO : Epoch 1824 | loss: 0.0311425 | val_loss: 0.0311757 | Time: 3524.28 ms [2021-01-22 02:14:25 main:574] : INFO : Epoch 1825 | loss: 0.0311409 | val_loss: 0.0311736 | Time: 3445.28 ms [2021-01-22 02:14:28 main:574] : INFO : Epoch 1826 | loss: 0.0311397 | val_loss: 0.0311778 | Time: 3466.48 ms [2021-01-22 02:14:32 main:574] : INFO : Epoch 1827 | loss: 0.0311491 | val_loss: 0.0311744 | Time: 3287.69 ms [2021-01-22 02:14:35 main:574] : INFO : Epoch 1828 | loss: 0.0311559 | val_loss: 0.0311726 | Time: 3492.06 ms [2021-01-22 02:14:39 main:574] : INFO : Epoch 1829 | loss: 0.0313265 | val_loss: 0.0364523 | Time: 3457.2 ms [2021-01-22 02:14:42 main:574] : INFO : Epoch 1830 | loss: 0.0337347 | val_loss: 0.0317424 | Time: 3432.77 ms [2021-01-22 02:14:46 main:574] : INFO : Epoch 1831 | loss: 0.0314974 | val_loss: 0.0312983 | Time: 3390.09 ms [2021-01-22 02:14:49 main:574] : INFO : Epoch 1832 | loss: 0.0312414 | val_loss: 0.0311928 | Time: 3615.29 ms [2021-01-22 02:14:53 main:574] : INFO : Epoch 1833 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 3378.13 ms [2021-01-22 02:14:56 main:574] : INFO : Epoch 1834 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 3399.94 ms [2021-01-22 02:15:00 main:574] : INFO : Epoch 1835 | loss: 0.0311599 | val_loss: 0.0311731 | Time: 3396.65 ms [2021-01-22 02:15:03 main:574] : INFO : Epoch 1836 | loss: 0.0311558 | val_loss: 0.0311717 | Time: 3390.55 ms [2021-01-22 02:15:07 main:574] : INFO : Epoch 1837 | loss: 0.0311538 | val_loss: 0.0311754 | Time: 3481.15 ms [2021-01-22 02:15:10 main:574] : INFO : Epoch 1838 | loss: 0.0311518 | val_loss: 0.0311713 | Time: 3500.25 ms [2021-01-22 02:15:14 main:574] : INFO : Epoch 1839 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 3578.82 ms [2021-01-22 02:15:17 main:574] : INFO : Epoch 1840 | loss: 0.0311489 | val_loss: 0.0311722 | Time: 3476.05 ms [2021-01-22 02:15:21 main:574] : INFO : Epoch 1841 | loss: 0.0311456 | val_loss: 0.0311748 | Time: 3467.73 ms [2021-01-22 02:15:24 main:574] : INFO : Epoch 1842 | loss: 0.0311455 | val_loss: 0.0311735 | Time: 3464.17 ms [2021-01-22 02:15:28 main:574] : INFO : Epoch 1843 | loss: 0.0311457 | val_loss: 0.0311716 | Time: 3571.97 ms [2021-01-22 02:15:32 main:574] : INFO : Epoch 1844 | loss: 0.0311459 | val_loss: 0.0311737 | Time: 3455.18 ms [2021-01-22 02:15:35 main:574] : INFO : Epoch 1845 | loss: 0.0311444 | val_loss: 0.0311782 | Time: 3442.2 ms [2021-01-22 02:15:39 main:574] : INFO : Epoch 1846 | loss: 0.031149 | val_loss: 0.0311706 | Time: 3437.98 ms [2021-01-22 02:15:42 main:574] : INFO : Epoch 1847 | loss: 0.0311459 | val_loss: 0.0311688 | Time: 3374.02 ms [2021-01-22 02:15:46 main:574] : INFO : Epoch 1848 | loss: 0.0311438 | val_loss: 0.0311684 | Time: 3432.65 ms [2021-01-22 02:15:49 main:574] : INFO : Epoch 1849 | loss: 0.031141 | val_loss: 0.0311725 | Time: 3396.57 ms [2021-01-22 02:15:53 main:574] : INFO : Epoch 1850 | loss: 0.0311408 | val_loss: 0.0311776 | Time: 3416.26 ms [2021-01-22 02:15:56 main:574] : INFO : Epoch 1851 | loss: 0.0311406 | val_loss: 0.0311724 | Time: 3498.58 ms [2021-01-22 02:16:00 main:574] : INFO : Epoch 1852 | loss: 0.0311383 | val_loss: 0.0311735 | Time: 3361.39 ms [2021-01-22 02:16:03 main:574] : INFO : Epoch 1853 | loss: 0.0311407 | val_loss: 0.0311781 | Time: 3360.48 ms [2021-01-22 02:16:06 main:574] : INFO : Epoch 1854 | loss: 0.0311378 | val_loss: 0.0311756 | Time: 3371.3 ms [2021-01-22 02:16:10 main:574] : INFO : Epoch 1855 | loss: 0.0311397 | val_loss: 0.0311744 | Time: 3494.26 ms [2021-01-22 02:16:14 main:574] : INFO : Epoch 1856 | loss: 0.0311389 | val_loss: 0.0311755 | Time: 3423.02 ms [2021-01-22 02:16:17 main:574] : INFO : Epoch 1857 | loss: 0.0311429 | val_loss: 0.03118 | Time: 3344.8 ms [2021-01-22 02:16:20 main:574] : INFO : Epoch 1858 | loss: 0.0311487 | val_loss: 0.0311698 | Time: 3402.44 ms [2021-01-22 02:16:24 main:574] : INFO : Epoch 1859 | loss: 0.0311448 | val_loss: 0.0311764 | Time: 3428.8 ms [2021-01-22 02:16:28 main:574] : INFO : Epoch 1860 | loss: 0.0311448 | val_loss: 0.0311747 | Time: 3457.63 ms [2021-01-22 02:16:31 main:574] : INFO : Epoch 1861 | loss: 0.0311423 | val_loss: 0.031177 | Time: 3400.02 ms [2021-01-22 02:16:34 main:574] : INFO : Epoch 1862 | loss: 0.0311411 | val_loss: 0.031173 | Time: 3331.43 ms [2021-01-22 02:16:38 main:574] : INFO : Epoch 1863 | loss: 0.0311388 | val_loss: 0.0311728 | Time: 3463.05 ms [2021-01-22 02:16:41 main:574] : INFO : Epoch 1864 | loss: 0.0311377 | val_loss: 0.0311765 | Time: 3468.18 ms [2021-01-22 02:16:45 main:574] : INFO : Epoch 1865 | loss: 0.031137 | val_loss: 0.0311778 | Time: 3465.01 ms [2021-01-22 02:16:49 main:574] : INFO : Epoch 1866 | loss: 0.0311386 | val_loss: 0.0311803 | Time: 3478.43 ms [2021-01-22 02:16:52 main:574] : INFO : Epoch 1867 | loss: 0.0311402 | val_loss: 0.0311756 | Time: 3439.71 ms [2021-01-22 02:16:56 main:574] : INFO : Epoch 1868 | loss: 0.0311373 | val_loss: 0.0311808 | Time: 3448.41 ms [2021-01-22 02:16:59 main:574] : INFO : Epoch 1869 | loss: 0.0311384 | val_loss: 0.0311785 | Time: 3375.23 ms [2021-01-22 02:17:03 main:574] : INFO : Epoch 1870 | loss: 0.031138 | val_loss: 0.0311778 | Time: 3484.68 ms [2021-01-22 02:17:06 main:574] : INFO : Epoch 1871 | loss: 0.031137 | val_loss: 0.0311791 | Time: 3411.5 ms [2021-01-22 02:17:10 main:574] : INFO : Epoch 1872 | loss: 0.0311353 | val_loss: 0.0311854 | Time: 3444.98 ms [2021-01-22 02:17:13 main:574] : INFO : Epoch 1873 | loss: 0.0311389 | val_loss: 0.0311814 | Time: 3306.01 ms [2021-01-22 02:17:17 main:574] : INFO : Epoch 1874 | loss: 0.0311439 | val_loss: 0.0311804 | Time: 3333.86 ms [2021-01-22 02:17:20 main:574] : INFO : Epoch 1875 | loss: 0.0311437 | val_loss: 0.0311834 | Time: 3413.16 ms [2021-01-22 02:17:24 main:574] : INFO : Epoch 1876 | loss: 0.0311399 | val_loss: 0.0311845 | Time: 3505.67 ms [2021-01-22 02:17:27 main:574] : INFO : Epoch 1877 | loss: 0.0311393 | val_loss: 0.0311773 | Time: 3553.48 ms [2021-01-22 02:17:31 main:574] : INFO : Epoch 1878 | loss: 0.031137 | val_loss: 0.0311817 | Time: 3456.74 ms [2021-01-22 02:17:34 main:574] : INFO : Epoch 1879 | loss: 0.0311408 | val_loss: 0.0311822 | Time: 3458.93 ms [2021-01-22 02:17:38 main:574] : INFO : Epoch 1880 | loss: 0.0311428 | val_loss: 0.0311754 | Time: 3441.81 ms [2021-01-22 02:17:41 main:574] : INFO : Epoch 1881 | loss: 0.0311419 | val_loss: 0.0311768 | Time: 3561.73 ms [2021-01-22 02:17:45 main:574] : INFO : Epoch 1882 | loss: 0.0311389 | val_loss: 0.0311874 | Time: 3424.66 ms [2021-01-22 02:17:48 main:574] : INFO : Epoch 1883 | loss: 0.0311386 | val_loss: 0.0311834 | Time: 3436.13 ms [2021-01-22 02:17:52 main:574] : INFO : Epoch 1884 | loss: 0.0311399 | val_loss: 0.0311821 | Time: 3309.71 ms [2021-01-22 02:17:55 main:574] : INFO : Epoch 1885 | loss: 0.031137 | val_loss: 0.0311737 | Time: 3481.05 ms [2021-01-22 02:17:59 main:574] : INFO : Epoch 1886 | loss: 0.0311348 | val_loss: 0.0311778 | Time: 3574.88 ms [2021-01-22 02:18:02 main:574] : INFO : Epoch 1887 | loss: 0.031134 | val_loss: 0.0311796 | Time: 3399.88 ms [2021-01-22 02:18:06 main:574] : INFO : Epoch 1888 | loss: 0.031133 | val_loss: 0.0311829 | Time: 3381.87 ms [2021-01-22 02:18:09 main:574] : INFO : Epoch 1889 | loss: 0.0311326 | val_loss: 0.0311815 | Time: 3355.67 ms [2021-01-22 02:18:13 main:574] : INFO : Epoch 1890 | loss: 0.0311399 | val_loss: 0.0311801 | Time: 3431.56 ms [2021-01-22 02:18:16 main:574] : INFO : Epoch 1891 | loss: 0.0311372 | val_loss: 0.0311785 | Time: 3360.51 ms [2021-01-22 02:18:20 main:574] : INFO : Epoch 1892 | loss: 0.0311438 | val_loss: 0.0311846 | Time: 3370.54 ms [2021-01-22 02:18:23 main:574] : INFO : Epoch 1893 | loss: 0.0311441 | val_loss: 0.0311776 | Time: 3394.64 ms [2021-01-22 02:18:26 main:574] : INFO : Epoch 1894 | loss: 0.0311542 | val_loss: 0.0311774 | Time: 3332.7 ms [2021-01-22 02:18:30 main:574] : INFO : Epoch 1895 | loss: 0.0311545 | val_loss: 0.0311721 | Time: 3490.58 ms [2021-01-22 02:18:33 main:574] : INFO : Epoch 1896 | loss: 0.0311501 | val_loss: 0.0311759 | Time: 3384.26 ms [2021-01-22 02:18:37 main:574] : INFO : Epoch 1897 | loss: 0.0311484 | val_loss: 0.0311776 | Time: 3483.47 ms [2021-01-22 02:18:41 main:574] : INFO : Epoch 1898 | loss: 0.0311479 | val_loss: 0.0311704 | Time: 3387.13 ms [2021-01-22 02:18:44 main:574] : INFO : Epoch 1899 | loss: 0.0311476 | val_loss: 0.0311715 | Time: 3561.06 ms [2021-01-22 02:18:48 main:574] : INFO : Epoch 1900 | loss: 0.0311482 | val_loss: 0.0311692 | Time: 3526.7 ms [2021-01-22 02:18:51 main:574] : INFO : Epoch 1901 | loss: 0.0311447 | val_loss: 0.0311755 | Time: 3490.69 ms [2021-01-22 02:18:55 main:574] : INFO : Epoch 1902 | loss: 0.0311438 | val_loss: 0.0311738 | Time: 3438.56 ms [2021-01-22 02:18:58 main:574] : INFO : Epoch 1903 | loss: 0.0311435 | val_loss: 0.0311712 | Time: 3531.61 ms [2021-01-22 02:19:02 main:574] : INFO : Epoch 1904 | loss: 0.0311421 | val_loss: 0.0311751 | Time: 3385.81 ms [2021-01-22 02:19:05 main:574] : INFO : Epoch 1905 | loss: 0.0311387 | val_loss: 0.0311827 | Time: 3334.66 ms [2021-01-22 02:19:09 main:574] : INFO : Epoch 1906 | loss: 0.0311429 | val_loss: 0.0311851 | Time: 3449.6 ms [2021-01-22 02:19:12 main:574] : INFO : Epoch 1907 | loss: 0.0311417 | val_loss: 0.0311823 | Time: 3447.6 ms [2021-01-22 02:19:16 main:574] : INFO : Epoch 1908 | loss: 0.031137 | val_loss: 0.0311812 | Time: 3422.57 ms [2021-01-22 02:19:19 main:574] : INFO : Epoch 1909 | loss: 0.0311367 | val_loss: 0.0311866 | Time: 3554.03 ms [2021-01-22 02:19:23 main:574] : INFO : Epoch 1910 | loss: 0.0311348 | val_loss: 0.0311798 | Time: 3403.22 ms [2021-01-22 02:19:26 main:574] : INFO : Epoch 1911 | loss: 0.031139 | val_loss: 0.0311795 | Time: 3440.29 ms [2021-01-22 02:19:30 main:574] : INFO : Epoch 1912 | loss: 0.0311399 | val_loss: 0.0311827 | Time: 3477.07 ms [2021-01-22 02:19:34 main:574] : INFO : Epoch 1913 | loss: 0.0311378 | val_loss: 0.031177 | Time: 3468.99 ms [2021-01-22 02:19:37 main:574] : INFO : Epoch 1914 | loss: 0.0311343 | val_loss: 0.0311829 | Time: 3535.76 ms [2021-01-22 02:19:41 main:574] : INFO : Epoch 1915 | loss: 0.0311339 | val_loss: 0.0311754 | Time: 3388.92 ms [2021-01-22 02:19:44 main:574] : INFO : Epoch 1916 | loss: 0.0311338 | val_loss: 0.0311842 | Time: 3440.01 ms [2021-01-22 02:19:48 main:574] : INFO : Epoch 1917 | loss: 0.0311363 | val_loss: 0.0311802 | Time: 3531.98 ms [2021-01-22 02:19:51 main:574] : INFO : Epoch 1918 | loss: 0.0311351 | val_loss: 0.0311835 | Time: 3347.51 ms [2021-01-22 02:19:55 main:574] : INFO : Epoch 1919 | loss: 0.031138 | val_loss: 0.0311864 | Time: 3478.24 ms [2021-01-22 02:19:58 main:574] : INFO : Epoch 1920 | loss: 0.0311379 | val_loss: 0.0311764 | Time: 3450.69 ms [2021-01-22 02:20:02 main:574] : INFO : Epoch 1921 | loss: 0.0311371 | val_loss: 0.0311837 | Time: 3472.08 ms [2021-01-22 02:20:05 main:574] : INFO : Epoch 1922 | loss: 0.0311396 | val_loss: 0.0311768 | Time: 3379.35 ms [2021-01-22 02:20:09 main:574] : INFO : Epoch 1923 | loss: 0.0311432 | val_loss: 0.0311732 | Time: 3410.18 ms [2021-01-22 02:20:12 main:574] : INFO : Epoch 1924 | loss: 0.0311408 | val_loss: 0.0311721 | Time: 3617.11 ms [2021-01-22 02:20:16 main:574] : INFO : Epoch 1925 | loss: 0.0311409 | val_loss: 0.0311723 | Time: 3615.02 ms [2021-01-22 02:20:19 main:574] : INFO : Epoch 1926 | loss: 0.0311391 | val_loss: 0.0311779 | Time: 3456.34 ms [2021-01-22 02:20:23 main:574] : INFO : Epoch 1927 | loss: 0.0311363 | val_loss: 0.0311799 | Time: 3443.23 ms [2021-01-22 02:20:26 main:574] : INFO : Epoch 1928 | loss: 0.0311354 | val_loss: 0.0311807 | Time: 3455.28 ms [2021-01-22 02:20:30 main:574] : INFO : Epoch 1929 | loss: 0.0311338 | val_loss: 0.0311799 | Time: 3443.52 ms [2021-01-22 02:20:33 main:574] : INFO : Epoch 1930 | loss: 0.0311342 | val_loss: 0.0311804 | Time: 3446.7 ms [2021-01-22 02:20:37 main:574] : INFO : Epoch 1931 | loss: 0.0311373 | val_loss: 0.0311757 | Time: 3283.43 ms [2021-01-22 02:20:40 main:574] : INFO : Epoch 1932 | loss: 0.0311357 | val_loss: 0.0311751 | Time: 3353.83 ms [2021-01-22 02:20:44 main:574] : INFO : Epoch 1933 | loss: 0.0311355 | val_loss: 0.031172 | Time: 3509.41 ms [2021-01-22 02:20:47 main:574] : INFO : Epoch 1934 | loss: 0.0311338 | val_loss: 0.0311808 | Time: 3463.6 ms [2021-01-22 02:20:51 main:574] : INFO : Epoch 1935 | loss: 0.0311344 | val_loss: 0.031179 | Time: 3391.11 ms [2021-01-22 02:20:54 main:574] : INFO : Epoch 1936 | loss: 0.0311351 | val_loss: 0.0311797 | Time: 3436.88 ms [2021-01-22 02:20:58 main:574] : INFO : Epoch 1937 | loss: 0.0311347 | val_loss: 0.0311775 | Time: 3375.86 ms [2021-01-22 02:21:01 main:574] : INFO : Epoch 1938 | loss: 0.031134 | val_loss: 0.0311771 | Time: 3395.18 ms [2021-01-22 02:21:05 main:574] : INFO : Epoch 1939 | loss: 0.0311307 | val_loss: 0.0311829 | Time: 3428.69 ms [2021-01-22 02:21:09 main:574] : INFO : Epoch 1940 | loss: 0.0311338 | val_loss: 0.0311832 | Time: 3565.42 ms [2021-01-22 02:21:12 main:574] : INFO : Epoch 1941 | loss: 0.0311303 | val_loss: 0.031179 | Time: 3534.28 ms [2021-01-22 02:21:16 main:574] : INFO : Epoch 1942 | loss: 0.0311314 | val_loss: 0.031188 | Time: 3361.26 ms [2021-01-22 02:21:19 main:574] : INFO : Epoch 1943 | loss: 0.0311311 | val_loss: 0.0311829 | Time: 3334.77 ms [2021-01-22 02:21:22 main:574] : INFO : Epoch 1944 | loss: 0.0311288 | val_loss: 0.0311895 | Time: 3466.74 ms [2021-01-22 02:21:26 main:574] : INFO : Epoch 1945 | loss: 0.0311323 | val_loss: 0.031177 | Time: 3387.87 ms [2021-01-22 02:21:29 main:574] : INFO : Epoch 1946 | loss: 0.0311402 | val_loss: 0.0311739 | Time: 3502.78 ms [2021-01-22 02:21:33 main:574] : INFO : Epoch 1947 | loss: 0.0311324 | val_loss: 0.0311782 | Time: 3637.51 ms [2021-01-22 02:21:37 main:574] : INFO : Epoch 1948 | loss: 0.0311344 | val_loss: 0.0311776 | Time: 3437.01 ms [2021-01-22 02:21:40 main:574] : INFO : Epoch 1949 | loss: 0.0311299 | val_loss: 0.0311828 | Time: 3412.77 ms [2021-01-22 02:21:44 main:574] : INFO : Epoch 1950 | loss: 0.0311299 | val_loss: 0.0311833 | Time: 3528.7 ms [2021-01-22 02:21:47 main:574] : INFO : Epoch 1951 | loss: 0.0311326 | val_loss: 0.031174 | Time: 3351.52 ms [2021-01-22 02:21:51 main:574] : INFO : Epoch 1952 | loss: 0.0311339 | val_loss: 0.0311763 | Time: 3512.77 ms [2021-01-22 02:21:54 main:574] : INFO : Epoch 1953 | loss: 0.0311331 | val_loss: 0.0311807 | Time: 3453.29 ms [2021-01-22 02:21:58 main:574] : INFO : Epoch 1954 | loss: 0.0311339 | val_loss: 0.0311793 | Time: 3461.47 ms [2021-01-22 02:22:01 main:574] : INFO : Epoch 1955 | loss: 0.0311338 | val_loss: 0.0311727 | Time: 3375.34 ms [2021-01-22 02:22:05 main:574] : INFO : Epoch 1956 | loss: 0.0311305 | val_loss: 0.0311874 | Time: 3463.86 ms [2021-01-22 02:22:08 main:574] : INFO : Epoch 1957 | loss: 0.0311313 | val_loss: 0.0311738 | Time: 3348.59 ms [2021-01-22 02:22:12 main:574] : INFO : Epoch 1958 | loss: 0.031142 | val_loss: 0.0311842 | Time: 3612.6 ms [2021-01-22 02:22:15 main:574] : INFO : Epoch 1959 | loss: 0.0311677 | val_loss: 0.031173 | Time: 3399.83 ms [2021-01-22 02:22:19 main:574] : INFO : Epoch 1960 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 3390.75 ms [2021-01-22 02:22:22 main:574] : INFO : Epoch 1961 | loss: 0.0311565 | val_loss: 0.0311768 | Time: 3598.07 ms [2021-01-22 02:22:26 main:574] : INFO : Epoch 1962 | loss: 0.0311534 | val_loss: 0.0311749 | Time: 3494.17 ms [2021-01-22 02:22:30 main:574] : INFO : Epoch 1963 | loss: 0.0311482 | val_loss: 0.0311734 | Time: 3523.61 ms [2021-01-22 02:22:33 main:574] : INFO : Epoch 1964 | loss: 0.0311454 | val_loss: 0.031171 | Time: 3363.03 ms [2021-01-22 02:22:37 main:574] : INFO : Epoch 1965 | loss: 0.0311445 | val_loss: 0.0311731 | Time: 3528.69 ms [2021-01-22 02:22:40 main:574] : INFO : Epoch 1966 | loss: 0.0311441 | val_loss: 0.0311768 | Time: 3359.37 ms [2021-01-22 02:22:43 main:574] : INFO : Epoch 1967 | loss: 0.0311445 | val_loss: 0.0311789 | Time: 3505.23 ms [2021-01-22 02:22:47 main:574] : INFO : Epoch 1968 | loss: 0.0311432 | val_loss: 0.0311743 | Time: 3457.14 ms [2021-01-22 02:22:51 main:574] : INFO : Epoch 1969 | loss: 0.0311478 | val_loss: 0.0311727 | Time: 3468.47 ms [2021-01-22 02:22:54 main:574] : INFO : Epoch 1970 | loss: 0.0311436 | val_loss: 0.0311754 | Time: 3507.4 ms [2021-01-22 02:22:58 main:574] : INFO : Epoch 1971 | loss: 0.0311433 | val_loss: 0.0311785 | Time: 3378.23 ms [2021-01-22 02:23:01 main:574] : INFO : Epoch 1972 | loss: 0.0311397 | val_loss: 0.0311858 | Time: 3488.49 ms [2021-01-22 02:23:05 main:574] : INFO : Epoch 1973 | loss: 0.031138 | val_loss: 0.0311777 | Time: 3401.56 ms [2021-01-22 02:23:08 main:574] : INFO : Epoch 1974 | loss: 0.0311351 | val_loss: 0.0311905 | Time: 3436.65 ms [2021-01-22 02:23:12 main:574] : INFO : Epoch 1975 | loss: 0.0311401 | val_loss: 0.0311781 | Time: 3360.87 ms [2021-01-22 02:23:15 main:574] : INFO : Epoch 1976 | loss: 0.0311369 | val_loss: 0.0311814 | Time: 3510.93 ms [2021-01-22 02:23:19 main:574] : INFO : Epoch 1977 | loss: 0.0311331 | val_loss: 0.0311821 | Time: 3450.55 ms [2021-01-22 02:23:22 main:574] : INFO : Epoch 1978 | loss: 0.0311372 | val_loss: 0.0311799 | Time: 3369.82 ms [2021-01-22 02:23:25 main:574] : INFO : Epoch 1979 | loss: 0.0311395 | val_loss: 0.0311847 | Time: 3399.85 ms [2021-01-22 02:23:29 main:574] : INFO : Epoch 1980 | loss: 0.0311341 | val_loss: 0.0311798 | Time: 3530.55 ms [2021-01-22 02:23:33 main:574] : INFO : Epoch 1981 | loss: 0.0311303 | val_loss: 0.0311814 | Time: 3523.22 ms [2021-01-22 02:23:36 main:574] : INFO : Epoch 1982 | loss: 0.0311298 | val_loss: 0.0311845 | Time: 3304.83 ms [2021-01-22 02:23:40 main:574] : INFO : Epoch 1983 | loss: 0.0311298 | val_loss: 0.0311783 | Time: 3479.85 ms [2021-01-22 02:23:43 main:574] : INFO : Epoch 1984 | loss: 0.0311319 | val_loss: 0.0311814 | Time: 3340.4 ms [2021-01-22 02:23:46 main:574] : INFO : Epoch 1985 | loss: 0.0311311 | val_loss: 0.0311876 | Time: 3276.42 ms [2021-01-22 02:23:50 main:574] : INFO : Epoch 1986 | loss: 0.031132 | val_loss: 0.0311838 | Time: 3507.48 ms [2021-01-22 02:23:53 main:574] : INFO : Epoch 1987 | loss: 0.0311349 | val_loss: 0.0311856 | Time: 3546.26 ms [2021-01-22 02:23:57 main:574] : INFO : Epoch 1988 | loss: 0.0311356 | val_loss: 0.0311764 | Time: 3532.3 ms [2021-01-22 02:24:01 main:574] : INFO : Epoch 1989 | loss: 0.0311424 | val_loss: 0.0311782 | Time: 3446.38 ms [2021-01-22 02:24:04 main:574] : INFO : Epoch 1990 | loss: 0.0311413 | val_loss: 0.0311875 | Time: 3568.02 ms [2021-01-22 02:24:08 main:574] : INFO : Epoch 1991 | loss: 0.0311382 | val_loss: 0.0311864 | Time: 3488.57 ms [2021-01-22 02:24:11 main:574] : INFO : Epoch 1992 | loss: 0.031133 | val_loss: 0.0311876 | Time: 3399.75 ms [2021-01-22 02:24:15 main:574] : INFO : Epoch 1993 | loss: 0.031132 | val_loss: 0.0311794 | Time: 3520.35 ms [2021-01-22 02:24:18 main:574] : INFO : Epoch 1994 | loss: 0.031129 | val_loss: 0.0311871 | Time: 3587 ms [2021-01-22 02:24:22 main:574] : INFO : Epoch 1995 | loss: 0.0311264 | val_loss: 0.0311825 | Time: 3406.7 ms [2021-01-22 02:24:25 main:574] : INFO : Epoch 1996 | loss: 0.0311297 | val_loss: 0.0311852 | Time: 3522.16 ms [2021-01-22 02:24:29 main:574] : INFO : Epoch 1997 | loss: 0.0311388 | val_loss: 0.0311844 | Time: 3442.33 ms [2021-01-22 02:24:32 main:574] : INFO : Epoch 1998 | loss: 0.0311335 | val_loss: 0.0311855 | Time: 3407.72 ms [2021-01-22 02:24:36 main:574] : INFO : Epoch 1999 | loss: 0.0311296 | val_loss: 0.0311737 | Time: 3477.98 ms [2021-01-22 02:24:39 main:574] : INFO : Epoch 2000 | loss: 0.0311288 | val_loss: 0.0311788 | Time: 3393.7 ms [2021-01-22 02:24:43 main:574] : INFO : Epoch 2001 | loss: 0.0311267 | val_loss: 0.0311779 | Time: 3467.78 ms [2021-01-22 02:24:46 main:574] : INFO : Epoch 2002 | loss: 0.0311296 | val_loss: 0.0311818 | Time: 3487.19 ms [2021-01-22 02:24:50 main:574] : INFO : Epoch 2003 | loss: 0.0311323 | val_loss: 0.0311802 | Time: 3319.38 ms [2021-01-22 02:24:53 main:574] : INFO : Epoch 2004 | loss: 0.0311315 | val_loss: 0.0311793 | Time: 3399.44 ms [2021-01-22 02:24:57 main:574] : INFO : Epoch 2005 | loss: 0.0311308 | val_loss: 0.0311847 | Time: 3430.25 ms [2021-01-22 02:25:00 main:574] : INFO : Epoch 2006 | loss: 0.0311286 | val_loss: 0.0311836 | Time: 3407.43 ms [2021-01-22 02:25:04 main:574] : INFO : Epoch 2007 | loss: 0.0311272 | val_loss: 0.0311862 | Time: 3439.25 ms [2021-01-22 02:25:07 main:574] : INFO : Epoch 2008 | loss: 0.0311288 | val_loss: 0.0311793 | Time: 3459.58 ms [2021-01-22 02:25:11 main:574] : INFO : Epoch 2009 | loss: 0.0311281 | val_loss: 0.0311788 | Time: 3366.05 ms [2021-01-22 02:25:14 main:574] : INFO : Epoch 2010 | loss: 0.031127 | val_loss: 0.0311892 | Time: 3375.44 ms [2021-01-22 02:25:18 main:574] : INFO : Epoch 2011 | loss: 0.0311332 | val_loss: 0.0311848 | Time: 3407.47 ms [2021-01-22 02:25:21 main:574] : INFO : Epoch 2012 | loss: 0.0311382 | val_loss: 0.0311792 | Time: 3557.99 ms [2021-01-22 02:25:25 main:574] : INFO : Epoch 2013 | loss: 0.0311387 | val_loss: 0.0311754 | Time: 3498.72 ms [2021-01-22 02:25:28 main:574] : INFO : Epoch 2014 | loss: 0.0311395 | val_loss: 0.031175 | Time: 3484.1 ms [2021-01-22 02:25:32 main:574] : INFO : Epoch 2015 | loss: 0.0311382 | val_loss: 0.0311766 | Time: 3424.94 ms [2021-01-22 02:25:35 main:574] : INFO : Epoch 2016 | loss: 0.031135 | val_loss: 0.0311798 | Time: 3440.45 ms [2021-01-22 02:25:39 main:574] : INFO : Epoch 2017 | loss: 0.0311369 | val_loss: 0.0311804 | Time: 3504.99 ms [2021-01-22 02:25:43 main:574] : INFO : Epoch 2018 | loss: 0.0311325 | val_loss: 0.0311828 | Time: 3505.53 ms [2021-01-22 02:25:46 main:574] : INFO : Epoch 2019 | loss: 0.031131 | val_loss: 0.031186 | Time: 3403.38 ms [2021-01-22 02:25:49 main:574] : INFO : Epoch 2020 | loss: 0.031133 | val_loss: 0.0311784 | Time: 3388.09 ms [2021-01-22 02:25:53 main:574] : INFO : Epoch 2021 | loss: 0.0311317 | val_loss: 0.0311884 | Time: 3336.21 ms [2021-01-22 02:25:56 main:574] : INFO : Epoch 2022 | loss: 0.0311307 | val_loss: 0.0311819 | Time: 3337.53 ms [2021-01-22 02:26:00 main:574] : INFO : Epoch 2023 | loss: 0.0311275 | val_loss: 0.0311782 | Time: 3438.61 ms [2021-01-22 02:26:03 main:574] : INFO : Epoch 2024 | loss: 0.0311275 | val_loss: 0.031178 | Time: 3408.44 ms [2021-01-22 02:26:07 main:574] : INFO : Epoch 2025 | loss: 0.0311332 | val_loss: 0.0311783 | Time: 3491.74 ms [2021-01-22 02:26:10 main:574] : INFO : Epoch 2026 | loss: 0.0311397 | val_loss: 0.0311811 | Time: 3458.98 ms [2021-01-22 02:26:14 main:574] : INFO : Epoch 2027 | loss: 0.0311367 | val_loss: 0.0311784 | Time: 3387.8 ms [2021-01-22 02:26:17 main:574] : INFO : Epoch 2028 | loss: 0.0311331 | val_loss: 0.0311809 | Time: 3468.78 ms [2021-01-22 02:26:21 main:574] : INFO : Epoch 2029 | loss: 0.0311342 | val_loss: 0.0311883 | Time: 3560.93 ms [2021-01-22 02:26:24 main:574] : INFO : Epoch 2030 | loss: 0.031133 | val_loss: 0.0311819 | Time: 3409.8 ms [2021-01-22 02:26:28 main:574] : INFO : Epoch 2031 | loss: 0.031131 | val_loss: 0.0311813 | Time: 3431.58 ms [2021-01-22 02:26:31 main:574] : INFO : Epoch 2032 | loss: 0.0311318 | val_loss: 0.0311855 | Time: 3462.1 ms [2021-01-22 02:26:35 main:574] : INFO : Epoch 2033 | loss: 0.0311289 | val_loss: 0.0311871 | Time: 3420.08 ms [2021-01-22 02:26:38 main:574] : INFO : Epoch 2034 | loss: 0.0311319 | val_loss: 0.0311829 | Time: 3361.07 ms [2021-01-22 02:26:42 main:574] : INFO : Epoch 2035 | loss: 0.031128 | val_loss: 0.0311854 | Time: 3461.8 ms [2021-01-22 02:26:45 main:574] : INFO : Epoch 2036 | loss: 0.0311277 | val_loss: 0.0311837 | Time: 3372.22 ms [2021-01-22 02:26:49 main:574] : INFO : Epoch 2037 | loss: 0.0311263 | val_loss: 0.0311841 | Time: 3431.44 ms [2021-01-22 02:26:52 main:574] : INFO : Epoch 2038 | loss: 0.0311245 | val_loss: 0.0311843 | Time: 3390.53 ms [2021-01-22 02:26:56 main:574] : INFO : Epoch 2039 | loss: 0.031128 | val_loss: 0.0311877 | Time: 3279.27 ms [2021-01-22 02:26:59 main:574] : INFO : Epoch 2040 | loss: 0.0311299 | val_loss: 0.0311914 | Time: 3394.01 ms [2021-01-22 02:27:03 main:574] : INFO : Epoch 2041 | loss: 0.0311317 | val_loss: 0.0311812 | Time: 3541.73 ms [2021-01-22 02:27:06 main:574] : INFO : Epoch 2042 | loss: 0.0311334 | val_loss: 0.0311834 | Time: 3522.59 ms [2021-01-22 02:27:10 main:574] : INFO : Epoch 2043 | loss: 0.0311316 | val_loss: 0.0311857 | Time: 3511.25 ms [2021-01-22 02:27:13 main:574] : INFO : Epoch 2044 | loss: 0.031127 | val_loss: 0.0311846 | Time: 3628.71 ms [2021-01-22 02:27:17 main:574] : INFO : Epoch 2045 | loss: 0.0311239 | val_loss: 0.0311839 | Time: 3295.5 ms [2021-01-22 02:27:20 main:574] : INFO : Epoch 2046 | loss: 0.0311265 | val_loss: 0.0311954 | Time: 3492.16 ms [2021-01-22 02:27:24 main:574] : INFO : Epoch 2047 | loss: 0.0311238 | val_loss: 0.0311805 | Time: 3558.43 ms [2021-01-22 02:27:28 main:574] : INFO : Epoch 2048 | loss: 0.0311237 | val_loss: 0.0311974 | Time: 3427.83 ms [2021-01-22 02:27:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311974 [2021-01-22 02:27:28 main:603] : INFO : Saving end state to config to file [2021-01-22 02:27:28 main:608] : INFO : Success, exiting.. 02:27:28 (9596): 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)