Task 10272212
| Name | ParityModified-1639955179-4039-1-0_0 |
| Workunit | 7626854 |
| Created | 30 Dec 2021, 22:37:03 UTC |
| Sent | 15 Jan 2022, 6:27:27 UTC |
| Report deadline | 23 Jan 2022, 6:27:27 UTC |
| Received | 23 Feb 2022, 20:37:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 860 |
| Run time | 4 hours 18 min 25 sec |
| CPU time | 4 hours 4 min 36 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,220.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.54 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309624 | val_loss: 0.0313557 | Time: 9797.85 ms
[2022-02-24 08:44:04 main:574] : INFO : Epoch 1543 | loss: 0.0309644 | val_loss: 0.0313386 | Time: 10108.5 ms
[2022-02-24 08:44:13 main:574] : INFO : Epoch 1544 | loss: 0.0309619 | val_loss: 0.031361 | Time: 9736.39 ms
[2022-02-24 08:44:23 main:574] : INFO : Epoch 1545 | loss: 0.0309619 | val_loss: 0.0313623 | Time: 9744.05 ms
[2022-02-24 08:44:33 main:574] : INFO : Epoch 1546 | loss: 0.0309569 | val_loss: 0.0313535 | Time: 9958.09 ms
[2022-02-24 08:44:52 main:574] : INFO : Epoch 1547 | loss: 0.0309635 | val_loss: 0.0313504 | Time: 19288.2 ms
[2022-02-24 08:45:00 main:574] : INFO : Epoch 1548 | loss: 0.0309591 | val_loss: 0.0313582 | Time: 7706.9 ms
[2022-02-24 08:45:10 main:574] : INFO : Epoch 1549 | loss: 0.0309606 | val_loss: 0.0313574 | Time: 9925.32 ms
[2022-02-24 08:45:20 main:574] : INFO : Epoch 1550 | loss: 0.0309671 | val_loss: 0.0313815 | Time: 9764.01 ms
[2022-02-24 08:45:30 main:574] : INFO : Epoch 1551 | loss: 0.0309569 | val_loss: 0.0313481 | Time: 10107 ms
[2022-02-24 08:45:40 main:574] : INFO : Epoch 1552 | loss: 0.0309546 | val_loss: 0.031346 | Time: 9946.24 ms
[2022-02-24 08:45:49 main:574] : INFO : Epoch 1553 | loss: 0.0309547 | val_loss: 0.0313553 | Time: 9619.67 ms
[2022-02-24 08:45:59 main:574] : INFO : Epoch 1554 | loss: 0.0309574 | val_loss: 0.031324 | Time: 9686.9 ms
[2022-02-24 08:46:09 main:574] : INFO : Epoch 1555 | loss: 0.0309546 | val_loss: 0.0313309 | Time: 9937.3 ms
[2022-02-24 08:46:19 main:574] : INFO : Epoch 1556 | loss: 0.0309693 | val_loss: 0.0313407 | Time: 9996.8 ms
[2022-02-24 08:46:29 main:574] : INFO : Epoch 1557 | loss: 0.0309849 | val_loss: 0.0313568 | Time: 9966.9 ms
[2022-02-24 08:46:39 main:574] : INFO : Epoch 1558 | loss: 0.0309685 | val_loss: 0.0313815 | Time: 10080.4 ms
[2022-02-24 08:46:49 main:574] : INFO : Epoch 1559 | loss: 0.0309631 | val_loss: 0.0313196 | Time: 10003.3 ms
[2022-02-24 08:46:59 main:574] : INFO : Epoch 1560 | loss: 0.0309694 | val_loss: 0.0313545 | Time: 9593.89 ms
[2022-02-24 08:47:09 main:574] : INFO : Epoch 1561 | loss: 0.0309614 | val_loss: 0.0313476 | Time: 10134.7 ms
[2022-02-24 08:47:19 main:574] : INFO : Epoch 1562 | loss: 0.0309582 | val_loss: 0.0313382 | Time: 9853.76 ms
[2022-02-24 08:47:29 main:574] : INFO : Epoch 1563 | loss: 0.0309644 | val_loss: 0.0313635 | Time: 9948.47 ms
[2022-02-24 08:47:39 main:574] : INFO : Epoch 1564 | loss: 0.0309703 | val_loss: 0.0313328 | Time: 10084.4 ms
[2022-02-24 08:47:49 main:574] : INFO : Epoch 1565 | loss: 0.0309656 | val_loss: 0.0313204 | Time: 9769.81 ms
[2022-02-24 08:47:58 main:574] : INFO : Epoch 1566 | loss: 0.030963 | val_loss: 0.0313594 | Time: 9953.77 ms
[2022-02-24 08:48:09 main:574] : INFO : Epoch 1567 | loss: 0.0309656 | val_loss: 0.0313427 | Time: 10081.4 ms
[2022-02-24 08:48:18 main:574] : INFO : Epoch 1568 | loss: 0.0309652 | val_loss: 0.0313193 | Time: 9882.37 ms
[2022-02-24 08:48:28 main:574] : INFO : Epoch 1569 | loss: 0.0309593 | val_loss: 0.0313021 | Time: 10030 ms
[2022-02-24 08:48:38 main:574] : INFO : Epoch 1570 | loss: 0.0309624 | val_loss: 0.0313336 | Time: 9947.28 ms
[2022-02-24 08:48:48 main:574] : INFO : Epoch 1571 | loss: 0.0309646 | val_loss: 0.031379 | Time: 10006.1 ms
[2022-02-24 08:48:58 main:574] : INFO : Epoch 1572 | loss: 0.0309596 | val_loss: 0.0313586 | Time: 9884.54 ms
[2022-02-24 08:49:08 main:574] : INFO : Epoch 1573 | loss: 0.0309601 | val_loss: 0.0313478 | Time: 9728.52 ms
[2022-02-24 08:49:18 main:574] : INFO : Epoch 1574 | loss: 0.0309653 | val_loss: 0.0313025 | Time: 10079.8 ms
[2022-02-24 08:49:28 main:574] : INFO : Epoch 1575 | loss: 0.0309616 | val_loss: 0.0313367 | Time: 9705.55 ms
[2022-02-24 08:49:38 main:574] : INFO : Epoch 1576 | loss: 0.0309542 | val_loss: 0.0313492 | Time: 9691.76 ms
[2022-02-24 08:49:48 main:574] : INFO : Epoch 1577 | loss: 0.0309559 | val_loss: 0.0313379 | Time: 10037.1 ms
[2022-02-24 08:49:58 main:574] : INFO : Epoch 1578 | loss: 0.0309614 | val_loss: 0.031335 | Time: 10181.2 ms
[2022-02-24 08:50:08 main:574] : INFO : Epoch 1579 | loss: 0.0309573 | val_loss: 0.0313651 | Time: 9703.74 ms
[2022-02-24 08:50:17 main:574] : INFO : Epoch 1580 | loss: 0.0309627 | val_loss: 0.0313838 | Time: 9768.58 ms
[2022-02-24 08:50:27 main:574] : INFO : Epoch 1581 | loss: 0.0309692 | val_loss: 0.0312927 | Time: 10057.7 ms
[2022-02-24 08:50:37 main:574] : INFO : Epoch 1582 | loss: 0.0309753 | val_loss: 0.0313357 | Time: 9951.12 ms
[2022-02-24 08:50:47 main:574] : INFO : Epoch 1583 | loss: 0.0309582 | val_loss: 0.0313629 | Time: 9921.15 ms
[2022-02-24 08:50:57 main:574] : INFO : Epoch 1584 | loss: 0.0309612 | val_loss: 0.0313449 | Time: 9987.64 ms
[2022-02-24 08:51:07 main:574] : INFO : Epoch 1585 | loss: 0.0309619 | val_loss: 0.0313577 | Time: 9503.9 ms
[2022-02-24 08:51:17 main:574] : INFO : Epoch 1586 | loss: 0.03095 | val_loss: 0.0313464 | Time: 9973.81 ms
[2022-02-24 08:51:27 main:574] : INFO : Epoch 1587 | loss: 0.0309563 | val_loss: 0.0313746 | Time: 9792.18 ms
[2022-02-24 08:51:37 main:574] : INFO : Epoch 1588 | loss: 0.0309557 | val_loss: 0.0313152 | Time: 10196.5 ms
[2022-02-24 08:51:46 main:574] : INFO : Epoch 1589 | loss: 0.0309662 | val_loss: 0.0313287 | Time: 9782.47 ms
[2022-02-24 08:51:56 main:574] : INFO : Epoch 1590 | loss: 0.0309599 | val_loss: 0.0313593 | Time: 9891.4 ms
[2022-02-24 08:52:07 main:574] : INFO : Epoch 1591 | loss: 0.0309683 | val_loss: 0.0312969 | Time: 10372 ms
[2022-02-24 08:52:17 main:574] : INFO : Epoch 1592 | loss: 0.0310011 | val_loss: 0.0313257 | Time: 9843.55 ms
[2022-02-24 08:52:27 main:574] : INFO : Epoch 1593 | loss: 0.0310088 | val_loss: 0.0313151 | Time: 9937.03 ms
[2022-02-24 08:52:36 main:574] : INFO : Epoch 1594 | loss: 0.0309724 | val_loss: 0.0313494 | Time: 9575.02 ms
[2022-02-24 08:52:46 main:574] : INFO : Epoch 1595 | loss: 0.0309587 | val_loss: 0.0313368 | Time: 9742.94 ms
[2022-02-24 08:52:56 main:574] : INFO : Epoch 1596 | loss: 0.0309598 | val_loss: 0.0313713 | Time: 9850.79 ms
[2022-02-24 08:53:06 main:574] : INFO : Epoch 1597 | loss: 0.0309635 | val_loss: 0.0313724 | Time: 10048.2 ms
[2022-02-24 08:53:16 main:574] : INFO : Epoch 1598 | loss: 0.0309569 | val_loss: 0.0313718 | Time: 10296.6 ms
[2022-02-24 08:53:26 main:574] : INFO : Epoch 1599 | loss: 0.0309643 | val_loss: 0.0313035 | Time: 10264.6 ms
[2022-02-24 08:53:36 main:574] : INFO : Epoch 1600 | loss: 0.0309747 | val_loss: 0.0313344 | Time: 9904.24 ms
[2022-02-24 08:53:46 main:574] : INFO : Epoch 1601 | loss: 0.0309736 | val_loss: 0.0313372 | Time: 9847.12 ms
[2022-02-24 08:53:56 main:574] : INFO : Epoch 1602 | loss: 0.0309601 | val_loss: 0.0313553 | Time: 9616.36 ms
[2022-02-24 08:54:05 main:574] : INFO : Epoch 1603 | loss: 0.030961 | val_loss: 0.0313403 | Time: 9741.02 ms
[2022-02-24 08:54:15 main:574] : INFO : Epoch 1604 | loss: 0.0309658 | val_loss: 0.031359 | Time: 9670.3 ms
[2022-02-24 08:54:25 main:574] : INFO : Epoch 1605 | loss: 0.0309699 | val_loss: 0.0313751 | Time: 10144.7 ms
[2022-02-24 08:54:35 main:574] : INFO : Epoch 1606 | loss: 0.0309601 | val_loss: 0.0313439 | Time: 10027.4 ms
[2022-02-24 08:54:45 main:574] : INFO : Epoch 1607 | loss: 0.030957 | val_loss: 0.031333 | Time: 10093.2 ms
[2022-02-24 08:54:55 main:574] : INFO : Epoch 1608 | loss: 0.0309623 | val_loss: 0.0313465 | Time: 9680.76 ms
[2022-02-24 08:55:05 main:574] : INFO : Epoch 1609 | loss: 0.0309607 | val_loss: 0.0313577 | Time: 10143.3 ms
[2022-02-24 08:55:15 main:574] : INFO : Epoch 1610 | loss: 0.0309572 | val_loss: 0.0313112 | Time: 9908.69 ms
[2022-02-24 08:55:25 main:574] : INFO : Epoch 1611 | loss: 0.0309646 | val_loss: 0.0313148 | Time: 10005 ms
[2022-02-24 08:55:35 main:574] : INFO : Epoch 1612 | loss: 0.0309789 | val_loss: 0.0313681 | Time: 9791.75 ms
[2022-02-24 08:55:45 main:574] : INFO : Epoch 1613 | loss: 0.0309733 | val_loss: 0.0313037 | Time: 9909.14 ms
[2022-02-24 08:55:55 main:574] : INFO : Epoch 1614 | loss: 0.0309746 | val_loss: 0.0313339 | Time: 9716.56 ms
[2022-02-24 08:56:05 main:574] : INFO : Epoch 1615 | loss: 0.030963 | val_loss: 0.031347 | Time: 9966.27 ms
[2022-02-24 08:56:15 main:574] : INFO : Epoch 1616 | loss: 0.0309709 | val_loss: 0.0313543 | Time: 10147.3 ms
[2022-02-24 08:56:25 main:574] : INFO : Epoch 1617 | loss: 0.0309763 | val_loss: 0.0313355 | Time: 9858.52 ms
[2022-02-24 08:56:34 main:574] : INFO : Epoch 1618 | loss: 0.0309765 | val_loss: 0.031336 | Time: 9870.68 ms
[2022-02-24 08:56:45 main:574] : INFO : Epoch 1619 | loss: 0.0309642 | val_loss: 0.0313683 | Time: 10169.4 ms
[2022-02-24 08:56:55 main:574] : INFO : Epoch 1620 | loss: 0.0309689 | val_loss: 0.0313451 | Time: 9926.84 ms
[2022-02-24 08:57:04 main:574] : INFO : Epoch 1621 | loss: 0.0309656 | val_loss: 0.0313417 | Time: 9872.82 ms
[2022-02-24 08:57:14 main:574] : INFO : Epoch 1622 | loss: 0.0309673 | val_loss: 0.0313646 | Time: 9830.44 ms
[2022-02-24 08:57:25 main:574] : INFO : Epoch 1623 | loss: 0.0309564 | val_loss: 0.0313423 | Time: 10637.9 ms
[2022-02-24 08:57:35 main:574] : INFO : Epoch 1624 | loss: 0.0309596 | val_loss: 0.0313077 | Time: 10244.7 ms
[2022-02-24 08:57:45 main:574] : INFO : Epoch 1625 | loss: 0.030974 | val_loss: 0.0313547 | Time: 9805.91 ms
[2022-02-24 08:57:55 main:574] : INFO : Epoch 1626 | loss: 0.0309632 | val_loss: 0.0313691 | Time: 10266.4 ms
[2022-02-24 08:58:05 main:574] : INFO : Epoch 1627 | loss: 0.0309678 | val_loss: 0.0313222 | Time: 9900.89 ms
[2022-02-24 08:58:15 main:574] : INFO : Epoch 1628 | loss: 0.0309689 | val_loss: 0.031317 | Time: 9671.3 ms
[2022-02-24 08:58:24 main:574] : INFO : Epoch 1629 | loss: 0.0309687 | val_loss: 0.0313434 | Time: 9550.09 ms
[2022-02-24 08:58:34 main:574] : INFO : Epoch 1630 | loss: 0.0309593 | val_loss: 0.0313629 | Time: 9820.36 ms
[2022-02-24 08:58:44 main:574] : INFO : Epoch 1631 | loss: 0.0309542 | val_loss: 0.0313519 | Time: 10169.8 ms
[2022-02-24 08:58:55 main:574] : INFO : Epoch 1632 | loss: 0.0309585 | val_loss: 0.0313468 | Time: 10236.8 ms
[2022-02-24 08:59:04 main:574] : INFO : Epoch 1633 | loss: 0.0309565 | val_loss: 0.0313505 | Time: 9804.02 ms
[2022-02-24 08:59:14 main:574] : INFO : Epoch 1634 | loss: 0.0309629 | val_loss: 0.0313516 | Time: 9754.29 ms
[2022-02-24 08:59:24 main:574] : INFO : Epoch 1635 | loss: 0.0309551 | val_loss: 0.0313496 | Time: 9936.18 ms
[2022-02-24 08:59:34 main:574] : INFO : Epoch 1636 | loss: 0.0309474 | val_loss: 0.0313823 | Time: 9827.21 ms
[2022-02-24 08:59:44 main:574] : INFO : Epoch 1637 | loss: 0.0309486 | val_loss: 0.0313183 | Time: 10293.4 ms
[2022-02-24 09:00:02 main:574] : INFO : Epoch 1638 | loss: 0.0309786 | val_loss: 0.0313439 | Time: 17904.4 ms
[2022-02-24 09:00:12 main:574] : INFO : Epoch 1639 | loss: 0.030976 | val_loss: 0.031324 | Time: 9626.14 ms
[2022-02-24 09:00:23 main:574] : INFO : Epoch 1640 | loss: 0.0309825 | val_loss: 0.0313288 | Time: 11583.7 ms
[2022-02-24 09:00:36 main:574] : INFO : Epoch 1641 | loss: 0.0309685 | val_loss: 0.0313485 | Time: 12100.4 ms
[2022-02-24 09:00:48 main:574] : INFO : Epoch 1642 | loss: 0.0309673 | val_loss: 0.0313317 | Time: 12070.6 ms
[2022-02-24 09:01:00 main:574] : INFO : Epoch 1643 | loss: 0.030956 | val_loss: 0.0313808 | Time: 12011 ms
[2022-02-24 09:01:11 main:574] : INFO : Epoch 1644 | loss: 0.0309521 | val_loss: 0.031357 | Time: 11284.4 ms
[2022-02-24 09:01:23 main:574] : INFO : Epoch 1645 | loss: 0.030962 | val_loss: 0.0313168 | Time: 11615.4 ms
[2022-02-24 09:01:34 main:574] : INFO : Epoch 1646 | loss: 0.0309613 | val_loss: 0.0313395 | Time: 11877.1 ms
[2022-02-24 09:01:46 main:574] : INFO : Epoch 1647 | loss: 0.0309617 | val_loss: 0.0313717 | Time: 11802.4 ms
[2022-02-24 09:01:58 main:574] : INFO : Epoch 1648 | loss: 0.0309563 | val_loss: 0.0313544 | Time: 11447.2 ms
[2022-02-24 09:02:09 main:574] : INFO : Epoch 1649 | loss: 0.0309548 | val_loss: 0.0313668 | Time: 11617.6 ms
[2022-02-24 09:02:21 main:574] : INFO : Epoch 1650 | loss: 0.0309733 | val_loss: 0.0313581 | Time: 11586.4 ms
[2022-02-24 09:02:32 main:574] : INFO : Epoch 1651 | loss: 0.0309683 | val_loss: 0.0313423 | Time: 11532.6 ms
[2022-02-24 09:02:44 main:574] : INFO : Epoch 1652 | loss: 0.0309636 | val_loss: 0.0313178 | Time: 11238 ms
[2022-02-24 09:02:55 main:574] : INFO : Epoch 1653 | loss: 0.0309735 | val_loss: 0.0313529 | Time: 11791.2 ms
[2022-02-24 09:03:07 main:574] : INFO : Epoch 1654 | loss: 0.0309646 | val_loss: 0.031356 | Time: 11263.5 ms
[2022-02-24 09:03:17 main:574] : INFO : Epoch 1655 | loss: 0.0309543 | val_loss: 0.0313355 | Time: 10654.1 ms
[2022-02-24 09:03:29 main:574] : INFO : Epoch 1656 | loss: 0.0309562 | val_loss: 0.0313571 | Time: 11882.9 ms
[2022-02-24 09:03:40 main:574] : INFO : Epoch 1657 | loss: 0.0309738 | val_loss: 0.031372 | Time: 11135.2 ms
[2022-02-24 09:03:52 main:574] : INFO : Epoch 1658 | loss: 0.0309703 | val_loss: 0.0313965 | Time: 11209.7 ms
[2022-02-24 09:04:03 main:574] : INFO : Epoch 1659 | loss: 0.0309559 | val_loss: 0.0313844 | Time: 10974.8 ms
[2022-02-24 09:04:07 main:574] : INFO : Epoch 1660 | loss: 0.0309601 | val_loss: 0.0313417 | Time: 4851.09 ms
[2022-02-24 09:04:12 main:574] : INFO : Epoch 1661 | loss: 0.0309578 | val_loss: 0.0313477 | Time: 4677.45 ms
[2022-02-24 09:04:17 main:574] : INFO : Epoch 1662 | loss: 0.0309733 | val_loss: 0.0313296 | Time: 5006.45 ms
[2022-02-24 09:04:22 main:574] : INFO : Epoch 1663 | loss: 0.0309761 | val_loss: 0.0313573 | Time: 4527.3 ms
[2022-02-24 09:04:26 main:574] : INFO : Epoch 1664 | loss: 0.0309632 | val_loss: 0.0313666 | Time: 4714.24 ms
[2022-02-24 09:04:31 main:574] : INFO : Epoch 1665 | loss: 0.0309571 | val_loss: 0.0313257 | Time: 4769.77 ms
[2022-02-24 09:04:36 main:574] : INFO : Epoch 1666 | loss: 0.0309561 | val_loss: 0.0313546 | Time: 4547.2 ms
[2022-02-24 09:04:40 main:574] : INFO : Epoch 1667 | loss: 0.0309554 | val_loss: 0.031352 | Time: 4730.72 ms
[2022-02-24 09:04:45 main:574] : INFO : Epoch 1668 | loss: 0.0309578 | val_loss: 0.0313566 | Time: 4995.71 ms
[2022-02-24 09:04:50 main:574] : INFO : Epoch 1669 | loss: 0.0309568 | val_loss: 0.0313854 | Time: 4856.41 ms
[2022-02-24 09:04:55 main:574] : INFO : Epoch 1670 | loss: 0.0309586 | val_loss: 0.0313385 | Time: 4960.1 ms
[2022-02-24 09:05:00 main:574] : INFO : Epoch 1671 | loss: 0.0309544 | val_loss: 0.0313546 | Time: 4763.95 ms
[2022-02-24 09:05:05 main:574] : INFO : Epoch 1672 | loss: 0.0309655 | val_loss: 0.0313484 | Time: 4976.31 ms
[2022-02-24 09:05:10 main:574] : INFO : Epoch 1673 | loss: 0.030984 | val_loss: 0.0312911 | Time: 4685.03 ms
[2022-02-24 09:05:14 main:574] : INFO : Epoch 1674 | loss: 0.0309695 | val_loss: 0.0313563 | Time: 4728.31 ms
[2022-02-24 09:05:19 main:574] : INFO : Epoch 1675 | loss: 0.0309688 | val_loss: 0.0313387 | Time: 4806.01 ms
[2022-02-24 09:05:24 main:574] : INFO : Epoch 1676 | loss: 0.030972 | val_loss: 0.0313321 | Time: 4938.27 ms
[2022-02-24 09:05:29 main:574] : INFO : Epoch 1677 | loss: 0.0309701 | val_loss: 0.0313708 | Time: 4941.01 ms
[2022-02-24 09:05:34 main:574] : INFO : Epoch 1678 | loss: 0.0309655 | val_loss: 0.0313504 | Time: 4822.25 ms
[2022-02-24 09:05:39 main:574] : INFO : Epoch 1679 | loss: 0.0309631 | val_loss: 0.0313464 | Time: 4689.75 ms
[2022-02-24 09:05:43 main:574] : INFO : Epoch 1680 | loss: 0.0309652 | val_loss: 0.0313751 | Time: 4828.12 ms
[2022-02-24 09:05:48 main:574] : INFO : Epoch 1681 | loss: 0.0309614 | val_loss: 0.0313439 | Time: 4740.88 ms
[2022-02-24 09:05:53 main:574] : INFO : Epoch 1682 | loss: 0.0309558 | val_loss: 0.0313385 | Time: 5067.12 ms
[2022-02-24 09:05:58 main:574] : INFO : Epoch 1683 | loss: 0.0309549 | val_loss: 0.031327 | Time: 4700.86 ms
[2022-02-24 09:06:03 main:574] : INFO : Epoch 1684 | loss: 0.0309646 | val_loss: 0.0313575 | Time: 5113.77 ms
[2022-02-24 09:06:08 main:574] : INFO : Epoch 1685 | loss: 0.030971 | val_loss: 0.031333 | Time: 4984.06 ms
[2022-02-24 09:06:13 main:574] : INFO : Epoch 1686 | loss: 0.0310028 | val_loss: 0.0313541 | Time: 4885.6 ms
[2022-02-24 09:06:18 main:574] : INFO : Epoch 1687 | loss: 0.0309738 | val_loss: 0.0313468 | Time: 4978.61 ms
[2022-02-24 09:06:23 main:574] : INFO : Epoch 1688 | loss: 0.0309651 | val_loss: 0.0313415 | Time: 4718.5 ms
[2022-02-24 09:06:28 main:574] : INFO : Epoch 1689 | loss: 0.030957 | val_loss: 0.03136 | Time: 4939.25 ms
[2022-02-24 09:06:33 main:574] : INFO : Epoch 1690 | loss: 0.0309545 | val_loss: 0.0313187 | Time: 4844.56 ms
[2022-02-24 09:06:37 main:574] : INFO : Epoch 1691 | loss: 0.0309582 | val_loss: 0.0313319 | Time: 4907.05 ms
[2022-02-24 09:06:42 main:574] : INFO : Epoch 1692 | loss: 0.0309582 | val_loss: 0.0313295 | Time: 4825.76 ms
[2022-02-24 09:06:47 main:574] : INFO : Epoch 1693 | loss: 0.0309665 | val_loss: 0.031348 | Time: 4898.66 ms
[2022-02-24 09:06:52 main:574] : INFO : Epoch 1694 | loss: 0.0309611 | val_loss: 0.0313484 | Time: 4983.53 ms
[2022-02-24 09:06:57 main:574] : INFO : Epoch 1695 | loss: 0.0309584 | val_loss: 0.0313421 | Time: 4602.6 ms
[2022-02-24 09:07:01 main:574] : INFO : Epoch 1696 | loss: 0.0309573 | val_loss: 0.0313698 | Time: 4598.07 ms
[2022-02-24 09:07:07 main:574] : INFO : Epoch 1697 | loss: 0.0309549 | val_loss: 0.0313816 | Time: 5366.4 ms
[2022-02-24 09:07:12 main:574] : INFO : Epoch 1698 | loss: 0.030955 | val_loss: 0.0313464 | Time: 5564.27 ms
[2022-02-24 09:07:17 main:574] : INFO : Epoch 1699 | loss: 0.0309558 | val_loss: 0.0313614 | Time: 4944.25 ms
[2022-02-24 09:07:22 main:574] : INFO : Epoch 1700 | loss: 0.0309587 | val_loss: 0.0313052 | Time: 4761.34 ms
[2022-02-24 09:07:27 main:574] : INFO : Epoch 1701 | loss: 0.030995 | val_loss: 0.0313274 | Time: 4967.51 ms
[2022-02-24 09:07:32 main:574] : INFO : Epoch 1702 | loss: 0.0309728 | val_loss: 0.0313698 | Time: 5016.81 ms
[2022-02-24 09:07:37 main:574] : INFO : Epoch 1703 | loss: 0.030963 | val_loss: 0.0313244 | Time: 4707.31 ms
[2022-02-24 09:07:42 main:574] : INFO : Epoch 1704 | loss: 0.0309579 | val_loss: 0.0313552 | Time: 4894.99 ms
[2022-02-24 09:07:46 main:574] : INFO : Epoch 1705 | loss: 0.0309598 | val_loss: 0.0313535 | Time: 4792 ms
[2022-02-24 09:07:51 main:574] : INFO : Epoch 1706 | loss: 0.0309719 | val_loss: 0.0313597 | Time: 4860.97 ms
[2022-02-24 09:07:56 main:574] : INFO : Epoch 1707 | loss: 0.0309637 | val_loss: 0.0313482 | Time: 4789.75 ms
[2022-02-24 09:08:01 main:574] : INFO : Epoch 1708 | loss: 0.0309581 | val_loss: 0.0313374 | Time: 5238.85 ms
[2022-02-24 09:08:06 main:574] : INFO : Epoch 1709 | loss: 0.031024 | val_loss: 0.0313333 | Time: 5206.24 ms
[2022-02-24 09:08:12 main:574] : INFO : Epoch 1710 | loss: 0.0309961 | val_loss: 0.0313072 | Time: 5549.14 ms
[2022-02-24 09:08:17 main:574] : INFO : Epoch 1711 | loss: 0.0309716 | val_loss: 0.0313075 | Time: 4912.39 ms
[2022-02-24 09:08:22 main:574] : INFO : Epoch 1712 | loss: 0.0309736 | val_loss: 0.0313533 | Time: 5015.65 ms
[2022-02-24 09:08:27 main:574] : INFO : Epoch 1713 | loss: 0.0310034 | val_loss: 0.0313001 | Time: 5070.83 ms
[2022-02-24 09:08:32 main:574] : INFO : Epoch 1714 | loss: 0.0309776 | val_loss: 0.0313686 | Time: 4897.83 ms
[2022-02-24 09:08:37 main:574] : INFO : Epoch 1715 | loss: 0.0309664 | val_loss: 0.0313837 | Time: 4674.21 ms
[2022-02-24 09:08:42 main:574] : INFO : Epoch 1716 | loss: 0.0309603 | val_loss: 0.0313411 | Time: 5215.93 ms
[2022-02-24 09:08:47 main:574] : INFO : Epoch 1717 | loss: 0.0309634 | val_loss: 0.0313451 | Time: 5012.98 ms
[2022-02-24 09:08:52 main:574] : INFO : Epoch 1718 | loss: 0.0309617 | val_loss: 0.0313666 | Time: 4959.09 ms
[2022-02-24 09:08:57 main:574] : INFO : Epoch 1719 | loss: 0.0309643 | val_loss: 0.0313389 | Time: 4917.99 ms
[2022-02-24 09:09:02 main:574] : INFO : Epoch 1720 | loss: 0.0309615 | val_loss: 0.0313501 | Time: 5065.84 ms
[2022-02-24 09:09:07 main:574] : INFO : Epoch 1721 | loss: 0.0309606 | val_loss: 0.0314007 | Time: 5545.22 ms
[2022-02-24 09:09:13 main:574] : INFO : Epoch 1722 | loss: 0.0309667 | val_loss: 0.0313344 | Time: 5442.86 ms
[2022-02-24 09:09:18 main:574] : INFO : Epoch 1723 | loss: 0.0309605 | val_loss: 0.0313527 | Time: 5246.43 ms
[2022-02-24 09:09:23 main:574] : INFO : Epoch 1724 | loss: 0.0309552 | val_loss: 0.0313562 | Time: 5248.71 ms
[2022-02-24 09:09:29 main:574] : INFO : Epoch 1725 | loss: 0.0309579 | val_loss: 0.0314076 | Time: 5598.66 ms
[2022-02-24 09:09:34 main:574] : INFO : Epoch 1726 | loss: 0.030962 | val_loss: 0.0313462 | Time: 5330.57 ms
[2022-02-24 09:09:39 main:574] : INFO : Epoch 1727 | loss: 0.0309611 | val_loss: 0.0313676 | Time: 5085.95 ms
[2022-02-24 09:09:44 main:574] : INFO : Epoch 1728 | loss: 0.0309571 | val_loss: 0.0313765 | Time: 4949.35 ms
[2022-02-24 09:09:49 main:574] : INFO : Epoch 1729 | loss: 0.0309702 | val_loss: 0.0313346 | Time: 5000.75 ms
[2022-02-24 09:09:54 main:574] : INFO : Epoch 1730 | loss: 0.0309611 | val_loss: 0.0313531 | Time: 4912.44 ms
[2022-02-24 09:09:59 main:574] : INFO : Epoch 1731 | loss: 0.0309617 | val_loss: 0.0313382 | Time: 5072.32 ms
[2022-02-24 09:10:05 main:574] : INFO : Epoch 1732 | loss: 0.030961 | val_loss: 0.0313679 | Time: 5217.18 ms
[2022-02-24 09:10:10 main:574] : INFO : Epoch 1733 | loss: 0.0309584 | val_loss: 0.0313458 | Time: 5900.93 ms
[2022-02-24 09:10:16 main:574] : INFO : Epoch 1734 | loss: 0.030963 | val_loss: 0.0313039 | Time: 5234.06 ms
[2022-02-24 09:10:21 main:574] : INFO : Epoch 1735 | loss: 0.0309648 | val_loss: 0.0313837 | Time: 5054.29 ms
[2022-02-24 09:10:26 main:574] : INFO : Epoch 1736 | loss: 0.0309583 | val_loss: 0.0313859 | Time: 5394.47 ms
[2022-02-24 09:10:32 main:574] : INFO : Epoch 1737 | loss: 0.0309611 | val_loss: 0.031361 | Time: 5440.31 ms
[2022-02-24 09:10:36 main:574] : INFO : Epoch 1738 | loss: 0.0309601 | val_loss: 0.031366 | Time: 4867.75 ms
[2022-02-24 09:10:42 main:574] : INFO : Epoch 1739 | loss: 0.030962 | val_loss: 0.0313615 | Time: 5083.71 ms
[2022-02-24 09:10:47 main:574] : INFO : Epoch 1740 | loss: 0.0309591 | val_loss: 0.0313802 | Time: 5275.54 ms
[2022-02-24 09:10:52 main:574] : INFO : Epoch 1741 | loss: 0.0309602 | val_loss: 0.0313783 | Time: 5059.95 ms
[2022-02-24 09:10:57 main:574] : INFO : Epoch 1742 | loss: 0.0309829 | val_loss: 0.0313279 | Time: 4922.39 ms
[2022-02-24 09:11:02 main:574] : INFO : Epoch 1743 | loss: 0.0309842 | val_loss: 0.0313114 | Time: 5209.53 ms
[2022-02-24 09:11:07 main:574] : INFO : Epoch 1744 | loss: 0.0309767 | val_loss: 0.0313009 | Time: 5497.58 ms
[2022-02-24 09:11:13 main:574] : INFO : Epoch 1745 | loss: 0.0309707 | val_loss: 0.0313436 | Time: 5641.25 ms
[2022-02-24 09:11:18 main:574] : INFO : Epoch 1746 | loss: 0.0309679 | val_loss: 0.031321 | Time: 5081.39 ms
[2022-02-24 09:11:23 main:574] : INFO : Epoch 1747 | loss: 0.0309573 | val_loss: 0.0313288 | Time: 4968.04 ms
[2022-02-24 09:11:28 main:574] : INFO : Epoch 1748 | loss: 0.0309596 | val_loss: 0.0313331 | Time: 4914.14 ms
[2022-02-24 09:11:33 main:574] : INFO : Epoch 1749 | loss: 0.0309589 | val_loss: 0.0312993 | Time: 5037.16 ms
[2022-02-24 09:11:38 main:574] : INFO : Epoch 1750 | loss: 0.030981 | val_loss: 0.0313494 | Time: 5121.63 ms
[2022-02-24 09:11:43 main:574] : INFO : Epoch 1751 | loss: 0.0309644 | val_loss: 0.031357 | Time: 4946.52 ms
[2022-02-24 09:11:48 main:574] : INFO : Epoch 1752 | loss: 0.0309679 | val_loss: 0.0313783 | Time: 4975.66 ms
[2022-02-24 09:11:53 main:574] : INFO : Epoch 1753 | loss: 0.0309612 | val_loss: 0.0313597 | Time: 5173.07 ms
[2022-02-24 09:11:58 main:574] : INFO : Epoch 1754 | loss: 0.0309547 | val_loss: 0.0313428 | Time: 5047.85 ms
[2022-02-24 09:12:03 main:574] : INFO : Epoch 1755 | loss: 0.0309545 | val_loss: 0.0313525 | Time: 4913.03 ms
[2022-02-24 09:12:09 main:574] : INFO : Epoch 1756 | loss: 0.0309544 | val_loss: 0.0313751 | Time: 5387.76 ms
[2022-02-24 09:12:14 main:574] : INFO : Epoch 1757 | loss: 0.0309585 | val_loss: 0.0313091 | Time: 5281.92 ms
[2022-02-24 09:12:19 main:574] : INFO : Epoch 1758 | loss: 0.0309659 | val_loss: 0.0313456 | Time: 5163.48 ms
[2022-02-24 09:12:24 main:574] : INFO : Epoch 1759 | loss: 0.0309565 | val_loss: 0.0313852 | Time: 5089.29 ms
[2022-02-24 09:12:29 main:574] : INFO : Epoch 1760 | loss: 0.0309562 | val_loss: 0.0313577 | Time: 4859.97 ms
[2022-02-24 09:12:34 main:574] : INFO : Epoch 1761 | loss: 0.0309624 | val_loss: 0.0313712 | Time: 4896.65 ms
[2022-02-24 09:12:39 main:574] : INFO : Epoch 1762 | loss: 0.0309645 | val_loss: 0.03134 | Time: 5033.38 ms
[2022-02-24 09:12:44 main:574] : INFO : Epoch 1763 | loss: 0.0309768 | val_loss: 0.0313552 | Time: 4830.43 ms
[2022-02-24 09:12:49 main:574] : INFO : Epoch 1764 | loss: 0.0309632 | val_loss: 0.0313568 | Time: 5059.18 ms
[2022-02-24 09:12:54 main:574] : INFO : Epoch 1765 | loss: 0.0309696 | val_loss: 0.0313234 | Time: 4935.86 ms
[2022-02-24 09:12:59 main:574] : INFO : Epoch 1766 | loss: 0.0309731 | val_loss: 0.0313041 | Time: 4975.75 ms
[2022-02-24 09:13:04 main:574] : INFO : Epoch 1767 | loss: 0.0309598 | val_loss: 0.0313551 | Time: 4809.22 ms
[2022-02-24 09:13:09 main:574] : INFO : Epoch 1768 | loss: 0.0309533 | val_loss: 0.0313421 | Time: 5648.15 ms
[2022-02-24 09:13:15 main:574] : INFO : Epoch 1769 | loss: 0.0309611 | val_loss: 0.0313547 | Time: 5197.92 ms
[2022-02-24 09:13:20 main:574] : INFO : Epoch 1770 | loss: 0.0309649 | val_loss: 0.0313601 | Time: 5149.16 ms
[2022-02-24 09:13:25 main:574] : INFO : Epoch 1771 | loss: 0.0309592 | val_loss: 0.0313361 | Time: 5024.02 ms
[2022-02-24 09:13:30 main:574] : INFO : Epoch 1772 | loss: 0.030954 | val_loss: 0.0313236 | Time: 4846.52 ms
[2022-02-24 09:13:34 main:574] : INFO : Epoch 1773 | loss: 0.03096 | val_loss: 0.0313058 | Time: 4877.19 ms
[2022-02-24 09:13:40 main:574] : INFO : Epoch 1774 | loss: 0.030993 | val_loss: 0.0313243 | Time: 5191.13 ms
[2022-02-24 09:13:45 main:574] : INFO : Epoch 1775 | loss: 0.0310001 | val_loss: 0.031349 | Time: 5012.87 ms
[2022-02-24 09:13:50 main:574] : INFO : Epoch 1776 | loss: 0.030966 | val_loss: 0.0313362 | Time: 4828.25 ms
[2022-02-24 09:13:55 main:574] : INFO : Epoch 1777 | loss: 0.0309592 | val_loss: 0.0313684 | Time: 5308.63 ms
[2022-02-24 09:14:00 main:574] : INFO : Epoch 1778 | loss: 0.0309552 | val_loss: 0.0313403 | Time: 5278.77 ms
[2022-02-24 09:14:05 main:574] : INFO : Epoch 1779 | loss: 0.0309628 | val_loss: 0.0313565 | Time: 4927.41 ms
[2022-02-24 09:14:10 main:574] : INFO : Epoch 1780 | loss: 0.0309751 | val_loss: 0.0313239 | Time: 5346.93 ms
[2022-02-24 09:14:16 main:574] : INFO : Epoch 1781 | loss: 0.030983 | val_loss: 0.0313616 | Time: 5129.16 ms
[2022-02-24 09:14:20 main:574] : INFO : Epoch 1782 | loss: 0.030961 | val_loss: 0.031346 | Time: 4940.76 ms
[2022-02-24 09:14:25 main:574] : INFO : Epoch 1783 | loss: 0.0309544 | val_loss: 0.0313593 | Time: 5006.72 ms
[2022-02-24 09:14:30 main:574] : INFO : Epoch 1784 | loss: 0.0309644 | val_loss: 0.0313577 | Time: 4848.67 ms
[2022-02-24 09:14:35 main:574] : INFO : Epoch 1785 | loss: 0.0309647 | val_loss: 0.0313909 | Time: 4988.43 ms
[2022-02-24 09:14:40 main:574] : INFO : Epoch 1786 | loss: 0.0309606 | val_loss: 0.0313107 | Time: 5087.08 ms
[2022-02-24 09:14:45 main:574] : INFO : Epoch 1787 | loss: 0.0309653 | val_loss: 0.0313329 | Time: 4729.01 ms
[2022-02-24 09:14:50 main:574] : INFO : Epoch 1788 | loss: 0.0309697 | val_loss: 0.0313618 | Time: 4721.42 ms
[2022-02-24 09:14:55 main:574] : INFO : Epoch 1789 | loss: 0.0309618 | val_loss: 0.0313034 | Time: 5121.9 ms
[2022-02-24 09:15:00 main:574] : INFO : Epoch 1790 | loss: 0.0309595 | val_loss: 0.0313479 | Time: 5475.19 ms
[2022-02-24 09:15:06 main:574] : INFO : Epoch 1791 | loss: 0.0309688 | val_loss: 0.0313416 | Time: 5093.05 ms
[2022-02-24 09:15:20 main:574] : INFO : Epoch 1792 | loss: 0.0309611 | val_loss: 0.0313283 | Time: 14639.3 ms
[2022-02-24 09:15:26 main:574] : INFO : Epoch 1793 | loss: 0.030961 | val_loss: 0.0313707 | Time: 5531.61 ms
[2022-02-24 09:15:31 main:574] : INFO : Epoch 1794 | loss: 0.0309705 | val_loss: 0.0313614 | Time: 5208.7 ms
[2022-02-24 09:15:36 main:574] : INFO : Epoch 1795 | loss: 0.0309578 | val_loss: 0.0313463 | Time: 5243.78 ms
[2022-02-24 09:15:41 main:574] : INFO : Epoch 1796 | loss: 0.0309658 | val_loss: 0.0313642 | Time: 4848.19 ms
[2022-02-24 09:15:46 main:574] : INFO : Epoch 1797 | loss: 0.0309679 | val_loss: 0.0313113 | Time: 5167.67 ms
[2022-02-24 09:15:51 main:574] : INFO : Epoch 1798 | loss: 0.0309674 | val_loss: 0.0313922 | Time: 5198.81 ms
[2022-02-24 09:15:56 main:574] : INFO : Epoch 1799 | loss: 0.0309613 | val_loss: 0.0313424 | Time: 5021.15 ms
[2022-02-24 09:16:02 main:574] : INFO : Epoch 1800 | loss: 0.0309672 | val_loss: 0.0313823 | Time: 5092.65 ms
[2022-02-24 09:16:07 main:574] : INFO : Epoch 1801 | loss: 0.030982 | val_loss: 0.0312971 | Time: 5015.82 ms
[2022-02-24 09:16:12 main:574] : INFO : Epoch 1802 | loss: 0.030973 | val_loss: 0.0313672 | Time: 5395.73 ms
[2022-02-24 09:16:17 main:574] : INFO : Epoch 1803 | loss: 0.030957 | val_loss: 0.0313733 | Time: 5180.2 ms
[2022-02-24 09:16:23 main:574] : INFO : Epoch 1804 | loss: 0.0309535 | val_loss: 0.0313218 | Time: 5499.65 ms
[2022-02-24 09:16:28 main:574] : INFO : Epoch 1805 | loss: 0.0309655 | val_loss: 0.0313178 | Time: 4930.42 ms
[2022-02-24 09:16:33 main:574] : INFO : Epoch 1806 | loss: 0.0309662 | val_loss: 0.0313631 | Time: 5074.03 ms
[2022-02-24 09:16:38 main:574] : INFO : Epoch 1807 | loss: 0.0309619 | val_loss: 0.0313225 | Time: 5234.41 ms
[2022-02-24 09:16:43 main:574] : INFO : Epoch 1808 | loss: 0.0309563 | val_loss: 0.0313602 | Time: 5049.74 ms
[2022-02-24 09:16:48 main:574] : INFO : Epoch 1809 | loss: 0.0309471 | val_loss: 0.0313933 | Time: 4728.86 ms
[2022-02-24 09:16:53 main:574] : INFO : Epoch 1810 | loss: 0.030958 | val_loss: 0.0313929 | Time: 5137.94 ms
[2022-02-24 09:16:58 main:574] : INFO : Epoch 1811 | loss: 0.0309562 | val_loss: 0.0313416 | Time: 5156.37 ms
[2022-02-24 09:17:03 main:574] : INFO : Epoch 1812 | loss: 0.0309568 | val_loss: 0.0313582 | Time: 5181.68 ms
[2022-02-24 09:17:08 main:574] : INFO : Epoch 1813 | loss: 0.030951 | val_loss: 0.031386 | Time: 4877.24 ms
[2022-02-24 09:17:13 main:574] : INFO : Epoch 1814 | loss: 0.0309745 | val_loss: 0.0313283 | Time: 4983.2 ms
[2022-02-24 09:17:18 main:574] : INFO : Epoch 1815 | loss: 0.0309786 | val_loss: 0.0313728 | Time: 5130.83 ms
[2022-02-24 09:17:24 main:574] : INFO : Epoch 1816 | loss: 0.0309715 | val_loss: 0.0313447 | Time: 5505.74 ms
[2022-02-24 09:17:29 main:574] : INFO : Epoch 1817 | loss: 0.0309675 | val_loss: 0.0313475 | Time: 4856.11 ms
[2022-02-24 09:17:33 main:574] : INFO : Epoch 1818 | loss: 0.0309695 | val_loss: 0.0313238 | Time: 4716.24 ms
[2022-02-24 09:17:38 main:574] : INFO : Epoch 1819 | loss: 0.0310272 | val_loss: 0.0312567 | Time: 4916.56 ms
[2022-02-24 09:17:43 main:574] : INFO : Epoch 1820 | loss: 0.0310584 | val_loss: 0.0313 | Time: 5053.78 ms
[2022-02-24 09:17:48 main:574] : INFO : Epoch 1821 | loss: 0.0310012 | val_loss: 0.0313168 | Time: 4587.88 ms
[2022-02-24 09:17:53 main:574] : INFO : Epoch 1822 | loss: 0.0309792 | val_loss: 0.0313461 | Time: 5040.89 ms
[2022-02-24 09:17:58 main:574] : INFO : Epoch 1823 | loss: 0.030968 | val_loss: 0.0313073 | Time: 4941.35 ms
[2022-02-24 09:18:03 main:574] : INFO : Epoch 1824 | loss: 0.0309578 | val_loss: 0.0313314 | Time: 5009.04 ms
[2022-02-24 09:18:08 main:574] : INFO : Epoch 1825 | loss: 0.0309655 | val_loss: 0.0313125 | Time: 5092.17 ms
[2022-02-24 09:18:13 main:574] : INFO : Epoch 1826 | loss: 0.0309611 | val_loss: 0.031358 | Time: 4967.98 ms
[2022-02-24 09:18:18 main:574] : INFO : Epoch 1827 | loss: 0.0309533 | val_loss: 0.0313478 | Time: 5103.38 ms
[2022-02-24 09:18:23 main:574] : INFO : Epoch 1828 | loss: 0.0309506 | val_loss: 0.0313524 | Time: 5286.44 ms
[2022-02-24 09:18:28 main:574] : INFO : Epoch 1829 | loss: 0.030972 | val_loss: 0.0313502 | Time: 4657.95 ms
[2022-02-24 09:18:33 main:574] : INFO : Epoch 1830 | loss: 0.0309758 | val_loss: 0.0313789 | Time: 4919.8 ms
[2022-02-24 09:18:38 main:574] : INFO : Epoch 1831 | loss: 0.0309581 | val_loss: 0.0313601 | Time: 5025.5 ms
[2022-02-24 09:18:43 main:574] : INFO : Epoch 1832 | loss: 0.0309712 | val_loss: 0.0313209 | Time: 4849.07 ms
[2022-02-24 09:18:47 main:574] : INFO : Epoch 1833 | loss: 0.0309639 | val_loss: 0.031366 | Time: 4684.38 ms
[2022-02-24 09:18:52 main:574] : INFO : Epoch 1834 | loss: 0.030959 | val_loss: 0.0313543 | Time: 4871.28 ms
[2022-02-24 09:18:57 main:574] : INFO : Epoch 1835 | loss: 0.0309709 | val_loss: 0.031333 | Time: 4928.37 ms
[2022-02-24 09:19:02 main:574] : INFO : Epoch 1836 | loss: 0.0309643 | val_loss: 0.0313524 | Time: 4797.88 ms
[2022-02-24 09:19:07 main:574] : INFO : Epoch 1837 | loss: 0.0309801 | val_loss: 0.0313461 | Time: 4756.6 ms
[2022-02-24 09:19:12 main:574] : INFO : Epoch 1838 | loss: 0.0309642 | val_loss: 0.0313679 | Time: 4915.23 ms
[2022-02-24 09:19:17 main:574] : INFO : Epoch 1839 | loss: 0.0309573 | val_loss: 0.031344 | Time: 5011.01 ms
[2022-02-24 09:19:22 main:574] : INFO : Epoch 1840 | loss: 0.0309537 | val_loss: 0.0313478 | Time: 5311.92 ms
[2022-02-24 09:19:27 main:574] : INFO : Epoch 1841 | loss: 0.0309636 | val_loss: 0.03135 | Time: 4904.3 ms
[2022-02-24 09:19:32 main:574] : INFO : Epoch 1842 | loss: 0.0309551 | val_loss: 0.0313432 | Time: 4879.1 ms
[2022-02-24 09:19:37 main:574] : INFO : Epoch 1843 | loss: 0.0309577 | val_loss: 0.0313127 | Time: 4953.54 ms
[2022-02-24 09:19:42 main:574] : INFO : Epoch 1844 | loss: 0.0309708 | val_loss: 0.0313614 | Time: 4891.9 ms
[2022-02-24 09:19:47 main:574] : INFO : Epoch 1845 | loss: 0.0309685 | val_loss: 0.0313716 | Time: 5186.82 ms
[2022-02-24 09:19:52 main:574] : INFO : Epoch 1846 | loss: 0.0309705 | val_loss: 0.0313579 | Time: 4819.99 ms
[2022-02-24 09:19:57 main:574] : INFO : Epoch 1847 | loss: 0.0309683 | val_loss: 0.0313288 | Time: 5355.17 ms
[2022-02-24 09:20:02 main:574] : INFO : Epoch 1848 | loss: 0.0309598 | val_loss: 0.0313219 | Time: 5010.92 ms
[2022-02-24 09:20:07 main:574] : INFO : Epoch 1849 | loss: 0.0309519 | val_loss: 0.0313438 | Time: 4951.7 ms
[2022-02-24 09:20:12 main:574] : INFO : Epoch 1850 | loss: 0.0309516 | val_loss: 0.0313541 | Time: 4864.77 ms
[2022-02-24 09:20:17 main:574] : INFO : Epoch 1851 | loss: 0.0309595 | val_loss: 0.0313084 | Time: 4879.47 ms
[2022-02-24 09:20:22 main:574] : INFO : Epoch 1852 | loss: 0.03097 | val_loss: 0.0313322 | Time: 5455.94 ms
[2022-02-24 09:20:27 main:574] : INFO : Epoch 1853 | loss: 0.0309677 | val_loss: 0.0313505 | Time: 4738.37 ms
[2022-02-24 09:20:32 main:574] : INFO : Epoch 1854 | loss: 0.0309616 | val_loss: 0.0313616 | Time: 5117.83 ms
[2022-02-24 09:20:37 main:574] : INFO : Epoch 1855 | loss: 0.0309664 | val_loss: 0.0313215 | Time: 5140.31 ms
[2022-02-24 09:20:42 main:574] : INFO : Epoch 1856 | loss: 0.0309691 | val_loss: 0.0313427 | Time: 5030.84 ms
[2022-02-24 09:20:47 main:574] : INFO : Epoch 1857 | loss: 0.0309637 | val_loss: 0.0313268 | Time: 5028.75 ms
[2022-02-24 09:20:52 main:574] : INFO : Epoch 1858 | loss: 0.0309627 | val_loss: 0.0313365 | Time: 4994.31 ms
[2022-02-24 09:20:57 main:574] : INFO : Epoch 1859 | loss: 0.0309573 | val_loss: 0.0313747 | Time: 5084.95 ms
[2022-02-24 09:21:02 main:574] : INFO : Epoch 1860 | loss: 0.0309598 | val_loss: 0.0313263 | Time: 5022.95 ms
[2022-02-24 09:21:07 main:574] : INFO : Epoch 1861 | loss: 0.0309614 | val_loss: 0.0313645 | Time: 4876.74 ms
[2022-02-24 09:21:12 main:574] : INFO : Epoch 1862 | loss: 0.0309631 | val_loss: 0.0313519 | Time: 5077.01 ms
[2022-02-24 09:21:17 main:574] : INFO : Epoch 1863 | loss: 0.0309609 | val_loss: 0.0313411 | Time: 4907.3 ms
[2022-02-24 09:21:23 main:574] : INFO : Epoch 1864 | loss: 0.0309615 | val_loss: 0.0313418 | Time: 5325.2 ms
[2022-02-24 09:21:28 main:574] : INFO : Epoch 1865 | loss: 0.0309615 | val_loss: 0.0313718 | Time: 4903.23 ms
[2022-02-24 09:21:33 main:574] : INFO : Epoch 1866 | loss: 0.0309659 | val_loss: 0.0313419 | Time: 4930.48 ms
[2022-02-24 09:21:37 main:574] : INFO : Epoch 1867 | loss: 0.0309502 | val_loss: 0.0313576 | Time: 4959.92 ms
[2022-02-24 09:21:42 main:574] : INFO : Epoch 1868 | loss: 0.0309508 | val_loss: 0.0313413 | Time: 4792.04 ms
[2022-02-24 09:21:47 main:574] : INFO : Epoch 1869 | loss: 0.0309614 | val_loss: 0.031334 | Time: 4707.36 ms
[2022-02-24 09:21:52 main:574] : INFO : Epoch 1870 | loss: 0.0309912 | val_loss: 0.0313011 | Time: 5149.79 ms
[2022-02-24 09:21:57 main:574] : INFO : Epoch 1871 | loss: 0.0310086 | val_loss: 0.0313328 | Time: 5201.19 ms
[2022-02-24 09:22:02 main:574] : INFO : Epoch 1872 | loss: 0.0309752 | val_loss: 0.0313088 | Time: 4874.82 ms
[2022-02-24 09:22:07 main:574] : INFO : Epoch 1873 | loss: 0.0309721 | val_loss: 0.0314221 | Time: 4888.24 ms
[2022-02-24 09:22:12 main:574] : INFO : Epoch 1874 | loss: 0.0309752 | val_loss: 0.0313769 | Time: 4870.51 ms
[2022-02-24 09:22:17 main:574] : INFO : Epoch 1875 | loss: 0.0309661 | val_loss: 0.0313468 | Time: 5141.46 ms
[2022-02-24 09:22:22 main:574] : INFO : Epoch 1876 | loss: 0.0309694 | val_loss: 0.0313593 | Time: 5301.51 ms
[2022-02-24 09:22:27 main:574] : INFO : Epoch 1877 | loss: 0.0309598 | val_loss: 0.0313587 | Time: 5022.09 ms
[2022-02-24 09:22:33 main:574] : INFO : Epoch 1878 | loss: 0.0309714 | val_loss: 0.0313327 | Time: 5083.83 ms
[2022-02-24 09:22:38 main:574] : INFO : Epoch 1879 | loss: 0.0309689 | val_loss: 0.0313906 | Time: 4994.01 ms
[2022-02-24 09:22:42 main:574] : INFO : Epoch 1880 | loss: 0.0309617 | val_loss: 0.0313888 | Time: 4844.29 ms
[2022-02-24 09:22:47 main:574] : INFO : Epoch 1881 | loss: 0.0309575 | val_loss: 0.0313736 | Time: 4912.24 ms
[2022-02-24 09:22:52 main:574] : INFO : Epoch 1882 | loss: 0.0309581 | val_loss: 0.031337 | Time: 5070.35 ms
[2022-02-24 09:22:58 main:574] : INFO : Epoch 1883 | loss: 0.0309553 | val_loss: 0.0313569 | Time: 5150.43 ms
[2022-02-24 09:23:03 main:574] : INFO : Epoch 1884 | loss: 0.0309602 | val_loss: 0.0313672 | Time: 5257.82 ms
[2022-02-24 09:23:08 main:574] : INFO : Epoch 1885 | loss: 0.0309661 | val_loss: 0.0313145 | Time: 5033.34 ms
[2022-02-24 09:23:13 main:574] : INFO : Epoch 1886 | loss: 0.0309615 | val_loss: 0.0313394 | Time: 5001.47 ms
[2022-02-24 09:23:18 main:574] : INFO : Epoch 1887 | loss: 0.0309583 | val_loss: 0.0313631 | Time: 5134.57 ms
[2022-02-24 09:23:23 main:574] : INFO : Epoch 1888 | loss: 0.0309552 | val_loss: 0.0313468 | Time: 4898.62 ms
[2022-02-24 09:23:28 main:574] : INFO : Epoch 1889 | loss: 0.0309602 | val_loss: 0.0313202 | Time: 4934.77 ms
[2022-02-24 09:23:33 main:574] : INFO : Epoch 1890 | loss: 0.0309614 | val_loss: 0.0313515 | Time: 5007.48 ms
[2022-02-24 09:23:38 main:574] : INFO : Epoch 1891 | loss: 0.0309506 | val_loss: 0.0313081 | Time: 4996.76 ms
[2022-02-24 09:23:43 main:574] : INFO : Epoch 1892 | loss: 0.0309703 | val_loss: 0.0313684 | Time: 5055.07 ms
[2022-02-24 09:23:48 main:574] : INFO : Epoch 1893 | loss: 0.030988 | val_loss: 0.0313206 | Time: 4743.94 ms
[2022-02-24 09:23:53 main:574] : INFO : Epoch 1894 | loss: 0.0309736 | val_loss: 0.0313205 | Time: 5122.71 ms
[2022-02-24 09:23:58 main:574] : INFO : Epoch 1895 | loss: 0.0309816 | val_loss: 0.0313348 | Time: 4939.29 ms
[2022-02-24 09:24:02 main:574] : INFO : Epoch 1896 | loss: 0.03097 | val_loss: 0.0313122 | Time: 4742.32 ms
[2022-02-24 09:24:07 main:574] : INFO : Epoch 1897 | loss: 0.0309636 | val_loss: 0.0313242 | Time: 4774.56 ms
[2022-02-24 09:24:12 main:574] : INFO : Epoch 1898 | loss: 0.0309672 | val_loss: 0.0313777 | Time: 5070.85 ms
[2022-02-24 09:24:17 main:574] : INFO : Epoch 1899 | loss: 0.0309664 | val_loss: 0.0313042 | Time: 4914.86 ms
[2022-02-24 09:24:22 main:574] : INFO : Epoch 1900 | loss: 0.0309621 | val_loss: 0.0313391 | Time: 5083.84 ms
[2022-02-24 09:24:28 main:574] : INFO : Epoch 1901 | loss: 0.0309721 | val_loss: 0.0312973 | Time: 5593.9 ms
[2022-02-24 09:24:33 main:574] : INFO : Epoch 1902 | loss: 0.0309774 | val_loss: 0.0313967 | Time: 5156.93 ms
[2022-02-24 09:24:38 main:574] : INFO : Epoch 1903 | loss: 0.0309648 | val_loss: 0.0313737 | Time: 4997.28 ms
[2022-02-24 09:24:43 main:574] : INFO : Epoch 1904 | loss: 0.0309628 | val_loss: 0.0313856 | Time: 5227.72 ms
[2022-02-24 09:24:48 main:574] : INFO : Epoch 1905 | loss: 0.0309521 | val_loss: 0.0313141 | Time: 4913.55 ms
[2022-02-24 09:24:53 main:574] : INFO : Epoch 1906 | loss: 0.0309609 | val_loss: 0.0313777 | Time: 5022.47 ms
[2022-02-24 09:24:58 main:574] : INFO : Epoch 1907 | loss: 0.0309712 | val_loss: 0.0313424 | Time: 4998.22 ms
[2022-02-24 09:25:03 main:574] : INFO : Epoch 1908 | loss: 0.0309617 | val_loss: 0.0313039 | Time: 5111.73 ms
[2022-02-24 09:25:08 main:574] : INFO : Epoch 1909 | loss: 0.0309636 | val_loss: 0.0313332 | Time: 5092.11 ms
[2022-02-24 09:25:14 main:574] : INFO : Epoch 1910 | loss: 0.0309591 | val_loss: 0.0313527 | Time: 5142.91 ms
[2022-02-24 09:25:18 main:574] : INFO : Epoch 1911 | loss: 0.0309608 | val_loss: 0.0313954 | Time: 4903.75 ms
[2022-02-24 09:25:24 main:574] : INFO : Epoch 1912 | loss: 0.0309667 | val_loss: 0.0313543 | Time: 5362.2 ms
[2022-02-24 09:25:29 main:574] : INFO : Epoch 1913 | loss: 0.0309634 | val_loss: 0.0312951 | Time: 4813.99 ms
[2022-02-24 09:25:34 main:574] : INFO : Epoch 1914 | loss: 0.0309752 | val_loss: 0.0313669 | Time: 5359.38 ms
[2022-02-24 09:25:39 main:574] : INFO : Epoch 1915 | loss: 0.0309884 | val_loss: 0.0313022 | Time: 5069.21 ms
[2022-02-24 09:25:44 main:574] : INFO : Epoch 1916 | loss: 0.03097 | val_loss: 0.031388 | Time: 4918.48 ms
[2022-02-24 09:25:49 main:574] : INFO : Epoch 1917 | loss: 0.0309649 | val_loss: 0.0313206 | Time: 4812.83 ms
[2022-02-24 09:25:54 main:574] : INFO : Epoch 1918 | loss: 0.0309609 | val_loss: 0.0313037 | Time: 5014.06 ms
[2022-02-24 09:25:59 main:574] : INFO : Epoch 1919 | loss: 0.0309656 | val_loss: 0.0313681 | Time: 4942.42 ms
[2022-02-24 09:26:04 main:574] : INFO : Epoch 1920 | loss: 0.0309536 | val_loss: 0.0313544 | Time: 5364.29 ms
[2022-02-24 09:26:09 main:574] : INFO : Epoch 1921 | loss: 0.0309586 | val_loss: 0.0313407 | Time: 4699.76 ms
[2022-02-24 09:26:14 main:574] : INFO : Epoch 1922 | loss: 0.0309994 | val_loss: 0.03133 | Time: 5053.93 ms
[2022-02-24 09:26:19 main:574] : INFO : Epoch 1923 | loss: 0.0309716 | val_loss: 0.0313436 | Time: 5114.41 ms
[2022-02-24 09:26:24 main:574] : INFO : Epoch 1924 | loss: 0.0309553 | val_loss: 0.031333 | Time: 5302.43 ms
[2022-02-24 09:26:31 main:574] : INFO : Epoch 1925 | loss: 0.030964 | val_loss: 0.0313577 | Time: 6486.24 ms
[2022-02-24 09:26:36 main:574] : INFO : Epoch 1926 | loss: 0.0309603 | val_loss: 0.0313531 | Time: 5317.95 ms
[2022-02-24 09:26:41 main:574] : INFO : Epoch 1927 | loss: 0.0309677 | val_loss: 0.0312989 | Time: 5179.53 ms
[2022-02-24 09:26:46 main:574] : INFO : Epoch 1928 | loss: 0.0309723 | val_loss: 0.0313311 | Time: 5056.69 ms
[2022-02-24 09:26:52 main:574] : INFO : Epoch 1929 | loss: 0.0309696 | val_loss: 0.031345 | Time: 5089.92 ms
[2022-02-24 09:26:56 main:574] : INFO : Epoch 1930 | loss: 0.0309619 | val_loss: 0.0313662 | Time: 4926.67 ms
[2022-02-24 09:27:02 main:574] : INFO : Epoch 1931 | loss: 0.0309596 | val_loss: 0.0313626 | Time: 5171.02 ms
[2022-02-24 09:27:07 main:574] : INFO : Epoch 1932 | loss: 0.0309539 | val_loss: 0.0313632 | Time: 5067.68 ms
[2022-02-24 09:27:12 main:574] : INFO : Epoch 1933 | loss: 0.0309522 | val_loss: 0.0313397 | Time: 4916.96 ms
[2022-02-24 09:27:16 main:574] : INFO : Epoch 1934 | loss: 0.0309704 | val_loss: 0.0312993 | Time: 4772 ms
[2022-02-24 09:27:21 main:574] : INFO : Epoch 1935 | loss: 0.0309692 | val_loss: 0.0313938 | Time: 4684.11 ms
[2022-02-24 09:27:27 main:574] : INFO : Epoch 1936 | loss: 0.0310148 | val_loss: 0.0313221 | Time: 5802.47 ms
[2022-02-24 09:27:32 main:574] : INFO : Epoch 1937 | loss: 0.030981 | val_loss: 0.0313342 | Time: 5380.48 ms
[2022-02-24 09:27:37 main:574] : INFO : Epoch 1938 | loss: 0.0309676 | val_loss: 0.0313059 | Time: 4916.22 ms
[2022-02-24 09:27:42 main:574] : INFO : Epoch 1939 | loss: 0.0309676 | val_loss: 0.0313495 | Time: 4839.21 ms
[2022-02-24 09:27:47 main:574] : INFO : Epoch 1940 | loss: 0.0309522 | val_loss: 0.031381 | Time: 5036.94 ms
[2022-02-24 09:27:52 main:574] : INFO : Epoch 1941 | loss: 0.0309636 | val_loss: 0.0313216 | Time: 5046.47 ms
[2022-02-24 09:27:57 main:574] : INFO : Epoch 1942 | loss: 0.0309593 | val_loss: 0.0313831 | Time: 5073.34 ms
[2022-02-24 09:28:02 main:574] : INFO : Epoch 1943 | loss: 0.0309622 | val_loss: 0.0313816 | Time: 4902.94 ms
[2022-02-24 09:28:07 main:574] : INFO : Epoch 1944 | loss: 0.0309647 | val_loss: 0.0313478 | Time: 5041.24 ms
[2022-02-24 09:28:12 main:574] : INFO : Epoch 1945 | loss: 0.0309609 | val_loss: 0.0313316 | Time: 5071.81 ms
[2022-02-24 09:28:17 main:574] : INFO : Epoch 1946 | loss: 0.0309632 | val_loss: 0.0313549 | Time: 5104.38 ms
[2022-02-24 09:28:22 main:574] : INFO : Epoch 1947 | loss: 0.03097 | val_loss: 0.0313679 | Time: 5145.7 ms
[2022-02-24 09:28:29 main:574] : INFO : Epoch 1948 | loss: 0.0309698 | val_loss: 0.0313399 | Time: 6232.14 ms
[2022-02-24 09:28:34 main:574] : INFO : Epoch 1949 | loss: 0.0309629 | val_loss: 0.0313167 | Time: 5329.44 ms
[2022-02-24 09:28:39 main:574] : INFO : Epoch 1950 | loss: 0.0309722 | val_loss: 0.031395 | Time: 5212.8 ms
[2022-02-24 09:28:44 main:574] : INFO : Epoch 1951 | loss: 0.0309689 | val_loss: 0.0313468 | Time: 5104.93 ms
[2022-02-24 09:28:50 main:574] : INFO : Epoch 1952 | loss: 0.0309687 | val_loss: 0.0313506 | Time: 5264.71 ms
[2022-02-24 09:28:55 main:574] : INFO : Epoch 1953 | loss: 0.0309547 | val_loss: 0.031363 | Time: 4963.14 ms
[2022-02-24 09:29:00 main:574] : INFO : Epoch 1954 | loss: 0.0309544 | val_loss: 0.0313678 | Time: 5132.16 ms
[2022-02-24 09:29:05 main:574] : INFO : Epoch 1955 | loss: 0.0309496 | val_loss: 0.0313195 | Time: 5098.96 ms
[2022-02-24 09:29:10 main:574] : INFO : Epoch 1956 | loss: 0.0309623 | val_loss: 0.0313387 | Time: 4784.51 ms
[2022-02-24 09:29:14 main:574] : INFO : Epoch 1957 | loss: 0.0309689 | val_loss: 0.0313211 | Time: 4852.91 ms
[2022-02-24 09:29:19 main:574] : INFO : Epoch 1958 | loss: 0.0309789 | val_loss: 0.0313424 | Time: 4881.97 ms
[2022-02-24 09:29:24 main:574] : INFO : Epoch 1959 | loss: 0.0309683 | val_loss: 0.0313636 | Time: 4867.55 ms
[2022-02-24 09:29:30 main:574] : INFO : Epoch 1960 | loss: 0.0309595 | val_loss: 0.0313349 | Time: 5839.42 ms
[2022-02-24 09:29:35 main:574] : INFO : Epoch 1961 | loss: 0.0309593 | val_loss: 0.0313683 | Time: 4847.84 ms
[2022-02-24 09:29:40 main:574] : INFO : Epoch 1962 | loss: 0.0309566 | val_loss: 0.0312993 | Time: 4892.72 ms
[2022-02-24 09:29:45 main:574] : INFO : Epoch 1963 | loss: 0.03097 | val_loss: 0.0313445 | Time: 4966.74 ms
[2022-02-24 09:29:50 main:574] : INFO : Epoch 1964 | loss: 0.0309701 | val_loss: 0.03135 | Time: 5005.09 ms
[2022-02-24 09:29:55 main:574] : INFO : Epoch 1965 | loss: 0.0309616 | val_loss: 0.0313528 | Time: 5157.92 ms
[2022-02-24 09:30:00 main:574] : INFO : Epoch 1966 | loss: 0.0309663 | val_loss: 0.0313436 | Time: 5084.02 ms
[2022-02-24 09:30:05 main:574] : INFO : Epoch 1967 | loss: 0.0309563 | val_loss: 0.0313559 | Time: 5154.24 ms
[2022-02-24 09:30:10 main:574] : INFO : Epoch 1968 | loss: 0.0309584 | val_loss: 0.031328 | Time: 5147.92 ms
[2022-02-24 09:30:25 main:574] : INFO : Epoch 1969 | loss: 0.0309533 | val_loss: 0.0313645 | Time: 14989.6 ms
[2022-02-24 09:30:30 main:574] : INFO : Epoch 1970 | loss: 0.0309619 | val_loss: 0.0313728 | Time: 4552.82 ms
[2022-02-24 09:30:35 main:574] : INFO : Epoch 1971 | loss: 0.0309726 | val_loss: 0.0313324 | Time: 5513.21 ms
[2022-02-24 09:30:41 main:574] : INFO : Epoch 1972 | loss: 0.0309777 | val_loss: 0.0313413 | Time: 5193.92 ms
[2022-02-24 09:30:46 main:574] : INFO : Epoch 1973 | loss: 0.0309603 | val_loss: 0.0313528 | Time: 5258.65 ms
[2022-02-24 09:30:51 main:574] : INFO : Epoch 1974 | loss: 0.0309547 | val_loss: 0.0313589 | Time: 5093.27 ms
[2022-02-24 09:30:56 main:574] : INFO : Epoch 1975 | loss: 0.030954 | val_loss: 0.0313703 | Time: 4967.86 ms
[2022-02-24 09:31:01 main:574] : INFO : Epoch 1976 | loss: 0.030959 | val_loss: 0.0313759 | Time: 5039.01 ms
[2022-02-24 09:31:06 main:574] : INFO : Epoch 1977 | loss: 0.0309586 | val_loss: 0.0313425 | Time: 4863.83 ms
[2022-02-24 09:31:11 main:574] : INFO : Epoch 1978 | loss: 0.0309634 | val_loss: 0.0313247 | Time: 5038.73 ms
[2022-02-24 09:31:16 main:574] : INFO : Epoch 1979 | loss: 0.0309606 | val_loss: 0.0313555 | Time: 5082.96 ms
[2022-02-24 09:31:21 main:574] : INFO : Epoch 1980 | loss: 0.0309661 | val_loss: 0.0313218 | Time: 5084.43 ms
[2022-02-24 09:31:26 main:574] : INFO : Epoch 1981 | loss: 0.0309669 | val_loss: 0.0313237 | Time: 5009.01 ms
[2022-02-24 09:31:31 main:574] : INFO : Epoch 1982 | loss: 0.0309846 | val_loss: 0.0313229 | Time: 5109.29 ms
[2022-02-24 09:31:36 main:574] : INFO : Epoch 1983 | loss: 0.0309989 | val_loss: 0.031376 | Time: 5043.53 ms
[2022-02-24 09:31:41 main:574] : INFO : Epoch 1984 | loss: 0.0309816 | val_loss: 0.0312825 | Time: 5015.93 ms
[2022-02-24 09:31:46 main:574] : INFO : Epoch 1985 | loss: 0.0309707 | val_loss: 0.0313962 | Time: 4909.45 ms
[2022-02-24 09:31:51 main:574] : INFO : Epoch 1986 | loss: 0.0309575 | val_loss: 0.0313225 | Time: 4935.17 ms
[2022-02-24 09:31:56 main:574] : INFO : Epoch 1987 | loss: 0.0309537 | val_loss: 0.0313158 | Time: 4932.64 ms
[2022-02-24 09:32:01 main:574] : INFO : Epoch 1988 | loss: 0.0309585 | val_loss: 0.0313427 | Time: 5086.06 ms
[2022-02-24 09:32:06 main:574] : INFO : Epoch 1989 | loss: 0.0309635 | val_loss: 0.0313041 | Time: 4768.39 ms
[2022-02-24 09:32:11 main:574] : INFO : Epoch 1990 | loss: 0.0309727 | val_loss: 0.0313741 | Time: 5062.96 ms
[2022-02-24 09:32:16 main:574] : INFO : Epoch 1991 | loss: 0.0309551 | val_loss: 0.0313576 | Time: 5184.36 ms
[2022-02-24 09:32:21 main:574] : INFO : Epoch 1992 | loss: 0.0309544 | val_loss: 0.0313671 | Time: 4917.58 ms
[2022-02-24 09:32:26 main:574] : INFO : Epoch 1993 | loss: 0.0309652 | val_loss: 0.0313176 | Time: 4577.82 ms
[2022-02-24 09:32:31 main:574] : INFO : Epoch 1994 | loss: 0.0309652 | val_loss: 0.0313348 | Time: 5007.03 ms
[2022-02-24 09:32:36 main:574] : INFO : Epoch 1995 | loss: 0.0309732 | val_loss: 0.0312613 | Time: 5285.39 ms
[2022-02-24 09:32:41 main:574] : INFO : Epoch 1996 | loss: 0.0310503 | val_loss: 0.0313028 | Time: 4956.28 ms
[2022-02-24 09:32:45 main:574] : INFO : Epoch 1997 | loss: 0.0309986 | val_loss: 0.0313521 | Time: 4545.11 ms
[2022-02-24 09:32:51 main:574] : INFO : Epoch 1998 | loss: 0.0309693 | val_loss: 0.0313696 | Time: 5096.62 ms
[2022-02-24 09:32:55 main:574] : INFO : Epoch 1999 | loss: 0.0309574 | val_loss: 0.031338 | Time: 4899.98 ms
[2022-02-24 09:33:01 main:574] : INFO : Epoch 2000 | loss: 0.0309588 | val_loss: 0.0313513 | Time: 5064.66 ms
[2022-02-24 09:33:05 main:574] : INFO : Epoch 2001 | loss: 0.0309614 | val_loss: 0.0313008 | Time: 4845.64 ms
[2022-02-24 09:33:10 main:574] : INFO : Epoch 2002 | loss: 0.0309618 | val_loss: 0.0313392 | Time: 4731.59 ms
[2022-02-24 09:33:15 main:574] : INFO : Epoch 2003 | loss: 0.0309618 | val_loss: 0.0313521 | Time: 4900.87 ms
[2022-02-24 09:33:20 main:574] : INFO : Epoch 2004 | loss: 0.0309687 | val_loss: 0.0313568 | Time: 4925.4 ms
[2022-02-24 09:33:25 main:574] : INFO : Epoch 2005 | loss: 0.0309586 | val_loss: 0.0313213 | Time: 4928.45 ms
[2022-02-24 09:33:30 main:574] : INFO : Epoch 2006 | loss: 0.0309634 | val_loss: 0.0313429 | Time: 5034.41 ms
[2022-02-24 09:33:35 main:574] : INFO : Epoch 2007 | loss: 0.0309687 | val_loss: 0.0313946 | Time: 4916.85 ms
[2022-02-24 09:33:40 main:574] : INFO : Epoch 2008 | loss: 0.0311577 | val_loss: 0.0337079 | Time: 4831.33 ms
[2022-02-24 09:33:45 main:574] : INFO : Epoch 2009 | loss: 0.0329456 | val_loss: 0.0319011 | Time: 5012.92 ms
[2022-02-24 09:33:50 main:574] : INFO : Epoch 2010 | loss: 0.0334658 | val_loss: 0.0314257 | Time: 5004.89 ms
[2022-02-24 09:33:55 main:574] : INFO : Epoch 2011 | loss: 0.0313959 | val_loss: 0.0312989 | Time: 4815.03 ms
[2022-02-24 09:33:59 main:574] : INFO : Epoch 2012 | loss: 0.0312597 | val_loss: 0.0312308 | Time: 4785.9 ms
[2022-02-24 09:34:04 main:574] : INFO : Epoch 2013 | loss: 0.031211 | val_loss: 0.0312065 | Time: 5160.98 ms
[2022-02-24 09:34:10 main:574] : INFO : Epoch 2014 | loss: 0.0311872 | val_loss: 0.031193 | Time: 5104.45 ms
[2022-02-24 09:34:15 main:574] : INFO : Epoch 2015 | loss: 0.0311715 | val_loss: 0.0311895 | Time: 4920.98 ms
[2022-02-24 09:34:19 main:574] : INFO : Epoch 2016 | loss: 0.0311629 | val_loss: 0.0311847 | Time: 4830.98 ms
[2022-02-24 09:34:24 main:574] : INFO : Epoch 2017 | loss: 0.0311571 | val_loss: 0.0311821 | Time: 5071.07 ms
[2022-02-24 09:34:30 main:574] : INFO : Epoch 2018 | loss: 0.0311524 | val_loss: 0.0311841 | Time: 5188.28 ms
[2022-02-24 09:34:35 main:574] : INFO : Epoch 2019 | loss: 0.0311479 | val_loss: 0.0311848 | Time: 4908.95 ms
[2022-02-24 09:34:40 main:574] : INFO : Epoch 2020 | loss: 0.031146 | val_loss: 0.0311813 | Time: 5014.64 ms
[2022-02-24 09:34:45 main:574] : INFO : Epoch 2021 | loss: 0.0311447 | val_loss: 0.0311874 | Time: 5176.9 ms
[2022-02-24 09:34:50 main:574] : INFO : Epoch 2022 | loss: 0.0311416 | val_loss: 0.0311817 | Time: 5090.98 ms
[2022-02-24 09:34:55 main:574] : INFO : Epoch 2023 | loss: 0.0311391 | val_loss: 0.0311802 | Time: 5100.34 ms
[2022-02-24 09:35:00 main:574] : INFO : Epoch 2024 | loss: 0.031138 | val_loss: 0.0311823 | Time: 5401.42 ms
[2022-02-24 09:35:05 main:574] : INFO : Epoch 2025 | loss: 0.0311358 | val_loss: 0.0311855 | Time: 4933.22 ms
[2022-02-24 09:35:10 main:574] : INFO : Epoch 2026 | loss: 0.031135 | val_loss: 0.0311845 | Time: 4947.86 ms
[2022-02-24 09:35:15 main:574] : INFO : Epoch 2027 | loss: 0.0311331 | val_loss: 0.031184 | Time: 5057.56 ms
[2022-02-24 09:35:20 main:574] : INFO : Epoch 2028 | loss: 0.0311319 | val_loss: 0.0311827 | Time: 4957.11 ms
[2022-02-24 09:35:25 main:574] : INFO : Epoch 2029 | loss: 0.0311316 | val_loss: 0.0311866 | Time: 4849.55 ms
[2022-02-24 09:35:30 main:574] : INFO : Epoch 2030 | loss: 0.0311298 | val_loss: 0.0311852 | Time: 4944.74 ms
[2022-02-24 09:35:35 main:574] : INFO : Epoch 2031 | loss: 0.0311297 | val_loss: 0.0311847 | Time: 5051.29 ms
[2022-02-24 09:35:40 main:574] : INFO : Epoch 2032 | loss: 0.0311317 | val_loss: 0.0311846 | Time: 4934.09 ms
[2022-02-24 09:35:45 main:574] : INFO : Epoch 2033 | loss: 0.031127 | val_loss: 0.0311877 | Time: 4907.92 ms
[2022-02-24 09:35:50 main:574] : INFO : Epoch 2034 | loss: 0.0311273 | val_loss: 0.0311863 | Time: 5207.67 ms
[2022-02-24 09:35:55 main:574] : INFO : Epoch 2035 | loss: 0.0311244 | val_loss: 0.0311882 | Time: 5011.2 ms
[2022-02-24 09:36:00 main:574] : INFO : Epoch 2036 | loss: 0.0311242 | val_loss: 0.0311883 | Time: 4874.13 ms
[2022-02-24 09:36:05 main:574] : INFO : Epoch 2037 | loss: 0.0311223 | val_loss: 0.0311887 | Time: 5006.14 ms
[2022-02-24 09:36:10 main:574] : INFO : Epoch 2038 | loss: 0.031122 | val_loss: 0.0311924 | Time: 4804.9 ms
[2022-02-24 09:36:15 main:574] : INFO : Epoch 2039 | loss: 0.031122 | val_loss: 0.0311964 | Time: 5007.31 ms
[2022-02-24 09:36:20 main:574] : INFO : Epoch 2040 | loss: 0.0311283 | val_loss: 0.031188 | Time: 4950.73 ms
[2022-02-24 09:36:25 main:574] : INFO : Epoch 2041 | loss: 0.0311236 | val_loss: 0.03119 | Time: 5092.7 ms
[2022-02-24 09:36:31 main:574] : INFO : Epoch 2042 | loss: 0.0311199 | val_loss: 0.0311903 | Time: 5587.38 ms
[2022-02-24 09:36:36 main:574] : INFO : Epoch 2043 | loss: 0.0311178 | val_loss: 0.0311948 | Time: 5850.18 ms
[2022-02-24 09:36:42 main:574] : INFO : Epoch 2044 | loss: 0.0311188 | val_loss: 0.031192 | Time: 5185.36 ms
[2022-02-24 09:36:46 main:574] : INFO : Epoch 2045 | loss: 0.0311165 | val_loss: 0.0311942 | Time: 4746.13 ms
[2022-02-24 09:36:51 main:574] : INFO : Epoch 2046 | loss: 0.0311165 | val_loss: 0.0311987 | Time: 5181.46 ms
[2022-02-24 09:36:56 main:574] : INFO : Epoch 2047 | loss: 0.0311158 | val_loss: 0.0311922 | Time: 4919.16 ms
[2022-02-24 09:37:02 main:574] : INFO : Epoch 2048 | loss: 0.0311172 | val_loss: 0.0311901 | Time: 5221.77 ms
[2022-02-24 09:37:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311901
[2022-02-24 09:37:02 main:603] : INFO : Saving end state to config to file
[2022-02-24 09:37:02 main:608] : INFO : Success, exiting..
09:37:02 (34492): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)