Task 9833766
| Name | ParityModified-1636179780-751-3-0_2 |
| Workunit | 6559852 |
| Created | 15 Dec 2021, 8:14:06 UTC |
| Sent | 15 Dec 2021, 8:36:18 UTC |
| Report deadline | 23 Dec 2021, 8:36:18 UTC |
| Received | 15 Dec 2021, 10:19:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10089 |
| Run time | 49 min 22 sec |
| CPU time | 47 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,170.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312472 | val_loss: 0.0312509 | Time: 1427.43 ms
[2021-12-15 03:20:18 main:574] : INFO : Epoch 1543 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 1428.66 ms
[2021-12-15 03:20:19 main:574] : INFO : Epoch 1544 | loss: 0.0312468 | val_loss: 0.031251 | Time: 1431.94 ms
[2021-12-15 03:20:21 main:574] : INFO : Epoch 1545 | loss: 0.0312481 | val_loss: 0.0312505 | Time: 1420.8 ms
[2021-12-15 03:20:22 main:574] : INFO : Epoch 1546 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1422.66 ms
[2021-12-15 03:20:24 main:574] : INFO : Epoch 1547 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1424.15 ms
[2021-12-15 03:20:25 main:574] : INFO : Epoch 1548 | loss: 0.031247 | val_loss: 0.0312517 | Time: 1438.34 ms
[2021-12-15 03:20:26 main:574] : INFO : Epoch 1549 | loss: 0.0312475 | val_loss: 0.031249 | Time: 1428.95 ms
[2021-12-15 03:20:28 main:574] : INFO : Epoch 1550 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1423.14 ms
[2021-12-15 03:20:29 main:574] : INFO : Epoch 1551 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 1427.12 ms
[2021-12-15 03:20:31 main:574] : INFO : Epoch 1552 | loss: 0.031247 | val_loss: 0.031249 | Time: 1424.38 ms
[2021-12-15 03:20:32 main:574] : INFO : Epoch 1553 | loss: 0.0312469 | val_loss: 0.0312496 | Time: 1425.27 ms
[2021-12-15 03:20:34 main:574] : INFO : Epoch 1554 | loss: 0.0312472 | val_loss: 0.0312512 | Time: 1425.32 ms
[2021-12-15 03:20:35 main:574] : INFO : Epoch 1555 | loss: 0.031247 | val_loss: 0.0312491 | Time: 1422.86 ms
[2021-12-15 03:20:36 main:574] : INFO : Epoch 1556 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 1424.82 ms
[2021-12-15 03:20:38 main:574] : INFO : Epoch 1557 | loss: 0.0312481 | val_loss: 0.0312523 | Time: 1422.83 ms
[2021-12-15 03:20:39 main:574] : INFO : Epoch 1558 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1420.23 ms
[2021-12-15 03:20:41 main:574] : INFO : Epoch 1559 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 1419.29 ms
[2021-12-15 03:20:42 main:574] : INFO : Epoch 1560 | loss: 0.0312471 | val_loss: 0.0312503 | Time: 1424.76 ms
[2021-12-15 03:20:44 main:574] : INFO : Epoch 1561 | loss: 0.0312468 | val_loss: 0.0312485 | Time: 1424.79 ms
[2021-12-15 03:20:45 main:574] : INFO : Epoch 1562 | loss: 0.0312466 | val_loss: 0.0312496 | Time: 1429.61 ms
[2021-12-15 03:20:46 main:574] : INFO : Epoch 1563 | loss: 0.0312475 | val_loss: 0.031249 | Time: 1434.88 ms
[2021-12-15 03:20:48 main:574] : INFO : Epoch 1564 | loss: 0.0312474 | val_loss: 0.0312506 | Time: 1431.58 ms
[2021-12-15 03:20:49 main:574] : INFO : Epoch 1565 | loss: 0.0312473 | val_loss: 0.0312496 | Time: 1428.94 ms
[2021-12-15 03:20:51 main:574] : INFO : Epoch 1566 | loss: 0.0312474 | val_loss: 0.031249 | Time: 1419.11 ms
[2021-12-15 03:20:52 main:574] : INFO : Epoch 1567 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1427.55 ms
[2021-12-15 03:20:54 main:574] : INFO : Epoch 1568 | loss: 0.0312469 | val_loss: 0.0312494 | Time: 1432.21 ms
[2021-12-15 03:20:55 main:574] : INFO : Epoch 1569 | loss: 0.0312473 | val_loss: 0.0312516 | Time: 1427.6 ms
[2021-12-15 03:20:56 main:574] : INFO : Epoch 1570 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 1432.88 ms
[2021-12-15 03:20:58 main:574] : INFO : Epoch 1571 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 1428.47 ms
[2021-12-15 03:20:59 main:574] : INFO : Epoch 1572 | loss: 0.0312468 | val_loss: 0.0312495 | Time: 1423.12 ms
[2021-12-15 03:21:01 main:574] : INFO : Epoch 1573 | loss: 0.031247 | val_loss: 0.0312487 | Time: 1431.03 ms
[2021-12-15 03:21:02 main:574] : INFO : Epoch 1574 | loss: 0.0312468 | val_loss: 0.0312488 | Time: 1435.02 ms
[2021-12-15 03:21:04 main:574] : INFO : Epoch 1575 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 1425.35 ms
[2021-12-15 03:21:05 main:574] : INFO : Epoch 1576 | loss: 0.0312469 | val_loss: 0.0312499 | Time: 1431.84 ms
[2021-12-15 03:21:06 main:574] : INFO : Epoch 1577 | loss: 0.0312477 | val_loss: 0.0312508 | Time: 1431.92 ms
[2021-12-15 03:21:08 main:574] : INFO : Epoch 1578 | loss: 0.0312477 | val_loss: 0.0312498 | Time: 1430 ms
[2021-12-15 03:21:09 main:574] : INFO : Epoch 1579 | loss: 0.0312475 | val_loss: 0.0312494 | Time: 1432.69 ms
[2021-12-15 03:21:11 main:574] : INFO : Epoch 1580 | loss: 0.0312478 | val_loss: 0.0312561 | Time: 1430.4 ms
[2021-12-15 03:21:12 main:574] : INFO : Epoch 1581 | loss: 0.0312489 | val_loss: 0.0312533 | Time: 1425.08 ms
[2021-12-15 03:21:14 main:574] : INFO : Epoch 1582 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1429.36 ms
[2021-12-15 03:21:15 main:574] : INFO : Epoch 1583 | loss: 0.0312471 | val_loss: 0.0312491 | Time: 1432.44 ms
[2021-12-15 03:21:17 main:574] : INFO : Epoch 1584 | loss: 0.0312468 | val_loss: 0.0312488 | Time: 1435.18 ms
[2021-12-15 03:21:18 main:574] : INFO : Epoch 1585 | loss: 0.0312469 | val_loss: 0.0312508 | Time: 1436.42 ms
[2021-12-15 03:21:19 main:574] : INFO : Epoch 1586 | loss: 0.0312473 | val_loss: 0.0312493 | Time: 1436.19 ms
[2021-12-15 03:21:21 main:574] : INFO : Epoch 1587 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1433.59 ms
[2021-12-15 03:21:22 main:574] : INFO : Epoch 1588 | loss: 0.0312472 | val_loss: 0.0312505 | Time: 1437.06 ms
[2021-12-15 03:21:24 main:574] : INFO : Epoch 1589 | loss: 0.031248 | val_loss: 0.031249 | Time: 1439.94 ms
[2021-12-15 03:21:25 main:574] : INFO : Epoch 1590 | loss: 0.0312475 | val_loss: 0.0312497 | Time: 1445.31 ms
[2021-12-15 03:21:27 main:574] : INFO : Epoch 1591 | loss: 0.0312476 | val_loss: 0.0312491 | Time: 1442.19 ms
[2021-12-15 03:21:28 main:574] : INFO : Epoch 1592 | loss: 0.0312472 | val_loss: 0.0312504 | Time: 1436.45 ms
[2021-12-15 03:21:29 main:574] : INFO : Epoch 1593 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 1432.63 ms
[2021-12-15 03:21:31 main:574] : INFO : Epoch 1594 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 1426.85 ms
[2021-12-15 03:21:32 main:574] : INFO : Epoch 1595 | loss: 0.0312471 | val_loss: 0.031249 | Time: 1430.47 ms
[2021-12-15 03:21:34 main:574] : INFO : Epoch 1596 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 1429.17 ms
[2021-12-15 03:21:35 main:574] : INFO : Epoch 1597 | loss: 0.0312469 | val_loss: 0.0312498 | Time: 1427.64 ms
[2021-12-15 03:21:37 main:574] : INFO : Epoch 1598 | loss: 0.0312474 | val_loss: 0.0312487 | Time: 1429.05 ms
[2021-12-15 03:21:38 main:574] : INFO : Epoch 1599 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1430.7 ms
[2021-12-15 03:21:40 main:574] : INFO : Epoch 1600 | loss: 0.0312481 | val_loss: 0.0312514 | Time: 1425.77 ms
[2021-12-15 03:21:41 main:574] : INFO : Epoch 1601 | loss: 0.0312549 | val_loss: 0.0312677 | Time: 1426.31 ms
[2021-12-15 03:21:42 main:574] : INFO : Epoch 1602 | loss: 0.0312587 | val_loss: 0.0312519 | Time: 1416.25 ms
[2021-12-15 03:21:44 main:574] : INFO : Epoch 1603 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1423.22 ms
[2021-12-15 03:21:45 main:574] : INFO : Epoch 1604 | loss: 0.0312481 | val_loss: 0.0312514 | Time: 1430.06 ms
[2021-12-15 03:21:47 main:574] : INFO : Epoch 1605 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 1430.36 ms
[2021-12-15 03:21:48 main:574] : INFO : Epoch 1606 | loss: 0.0312471 | val_loss: 0.0312491 | Time: 1425.02 ms
[2021-12-15 03:21:50 main:574] : INFO : Epoch 1607 | loss: 0.031247 | val_loss: 0.0312491 | Time: 1427.36 ms
[2021-12-15 03:21:51 main:574] : INFO : Epoch 1608 | loss: 0.031247 | val_loss: 0.0312484 | Time: 1425.17 ms
[2021-12-15 03:21:52 main:574] : INFO : Epoch 1609 | loss: 0.031248 | val_loss: 0.0312497 | Time: 1426.96 ms
[2021-12-15 03:21:54 main:574] : INFO : Epoch 1610 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 1432.87 ms
[2021-12-15 03:21:55 main:574] : INFO : Epoch 1611 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 1427.7 ms
[2021-12-15 03:21:57 main:574] : INFO : Epoch 1612 | loss: 0.0312468 | val_loss: 0.0312492 | Time: 1437.32 ms
[2021-12-15 03:21:58 main:574] : INFO : Epoch 1613 | loss: 0.0312477 | val_loss: 0.0312506 | Time: 1425.03 ms
[2021-12-15 03:22:00 main:574] : INFO : Epoch 1614 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 1423.28 ms
[2021-12-15 03:22:01 main:574] : INFO : Epoch 1615 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 1428.12 ms
[2021-12-15 03:22:02 main:574] : INFO : Epoch 1616 | loss: 0.031247 | val_loss: 0.0312491 | Time: 1419.57 ms
[2021-12-15 03:22:04 main:574] : INFO : Epoch 1617 | loss: 0.0312466 | val_loss: 0.031249 | Time: 1422.25 ms
[2021-12-15 03:22:05 main:574] : INFO : Epoch 1618 | loss: 0.0312469 | val_loss: 0.0312493 | Time: 1423.26 ms
[2021-12-15 03:22:07 main:574] : INFO : Epoch 1619 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 1423.97 ms
[2021-12-15 03:22:08 main:574] : INFO : Epoch 1620 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 1426.06 ms
[2021-12-15 03:22:10 main:574] : INFO : Epoch 1621 | loss: 0.0312472 | val_loss: 0.0312504 | Time: 1420.43 ms
[2021-12-15 03:22:11 main:574] : INFO : Epoch 1622 | loss: 0.031247 | val_loss: 0.0312495 | Time: 1412.78 ms
[2021-12-15 03:22:12 main:574] : INFO : Epoch 1623 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 1422.55 ms
[2021-12-15 03:22:14 main:574] : INFO : Epoch 1624 | loss: 0.031247 | val_loss: 0.0312501 | Time: 1424.59 ms
[2021-12-15 03:22:15 main:574] : INFO : Epoch 1625 | loss: 0.0312472 | val_loss: 0.0312486 | Time: 1414.05 ms
[2021-12-15 03:22:17 main:574] : INFO : Epoch 1626 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1420.3 ms
[2021-12-15 03:22:18 main:574] : INFO : Epoch 1627 | loss: 0.0312479 | val_loss: 0.0312514 | Time: 1434.15 ms
[2021-12-15 03:22:20 main:574] : INFO : Epoch 1628 | loss: 0.0312488 | val_loss: 0.0312528 | Time: 1425.35 ms
[2021-12-15 03:22:21 main:574] : INFO : Epoch 1629 | loss: 0.0312476 | val_loss: 0.0312495 | Time: 1430.03 ms
[2021-12-15 03:22:22 main:574] : INFO : Epoch 1630 | loss: 0.0312483 | val_loss: 0.0312509 | Time: 1425.77 ms
[2021-12-15 03:22:24 main:574] : INFO : Epoch 1631 | loss: 0.0312474 | val_loss: 0.0312487 | Time: 1433.17 ms
[2021-12-15 03:22:25 main:574] : INFO : Epoch 1632 | loss: 0.0312471 | val_loss: 0.0312485 | Time: 1429.32 ms
[2021-12-15 03:22:27 main:574] : INFO : Epoch 1633 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 1429.3 ms
[2021-12-15 03:22:28 main:574] : INFO : Epoch 1634 | loss: 0.031247 | val_loss: 0.0312485 | Time: 1437.45 ms
[2021-12-15 03:22:30 main:574] : INFO : Epoch 1635 | loss: 0.0312471 | val_loss: 0.0312498 | Time: 1428.64 ms
[2021-12-15 03:22:31 main:574] : INFO : Epoch 1636 | loss: 0.0312485 | val_loss: 0.0312502 | Time: 1427.74 ms
[2021-12-15 03:22:32 main:574] : INFO : Epoch 1637 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 1425.55 ms
[2021-12-15 03:22:34 main:574] : INFO : Epoch 1638 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1429.94 ms
[2021-12-15 03:22:35 main:574] : INFO : Epoch 1639 | loss: 0.031247 | val_loss: 0.0312487 | Time: 1427.37 ms
[2021-12-15 03:22:37 main:574] : INFO : Epoch 1640 | loss: 0.031247 | val_loss: 0.0312493 | Time: 1432.39 ms
[2021-12-15 03:22:38 main:574] : INFO : Epoch 1641 | loss: 0.0312469 | val_loss: 0.0312493 | Time: 1429.71 ms
[2021-12-15 03:22:40 main:574] : INFO : Epoch 1642 | loss: 0.0312473 | val_loss: 0.0312488 | Time: 1427.76 ms
[2021-12-15 03:22:41 main:574] : INFO : Epoch 1643 | loss: 0.0312469 | val_loss: 0.0312498 | Time: 1435.69 ms
[2021-12-15 03:22:43 main:574] : INFO : Epoch 1644 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 1432.03 ms
[2021-12-15 03:22:44 main:574] : INFO : Epoch 1645 | loss: 0.0312473 | val_loss: 0.0312501 | Time: 1429.54 ms
[2021-12-15 03:22:45 main:574] : INFO : Epoch 1646 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 1434.43 ms
[2021-12-15 03:22:47 main:574] : INFO : Epoch 1647 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 1432.68 ms
[2021-12-15 03:22:48 main:574] : INFO : Epoch 1648 | loss: 0.0312466 | val_loss: 0.031249 | Time: 1435.28 ms
[2021-12-15 03:22:50 main:574] : INFO : Epoch 1649 | loss: 0.0312477 | val_loss: 0.0312496 | Time: 1429.88 ms
[2021-12-15 03:22:51 main:574] : INFO : Epoch 1650 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 1431.92 ms
[2021-12-15 03:22:53 main:574] : INFO : Epoch 1651 | loss: 0.031248 | val_loss: 0.0312505 | Time: 1431.31 ms
[2021-12-15 03:22:54 main:574] : INFO : Epoch 1652 | loss: 0.0312473 | val_loss: 0.0312493 | Time: 1434.54 ms
[2021-12-15 03:22:55 main:574] : INFO : Epoch 1653 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 1429.79 ms
[2021-12-15 03:22:57 main:574] : INFO : Epoch 1654 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 1434.12 ms
[2021-12-15 03:22:58 main:574] : INFO : Epoch 1655 | loss: 0.0312478 | val_loss: 0.031249 | Time: 1437.33 ms
[2021-12-15 03:23:00 main:574] : INFO : Epoch 1656 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 1435.85 ms
[2021-12-15 03:23:01 main:574] : INFO : Epoch 1657 | loss: 0.0312479 | val_loss: 0.0312503 | Time: 1436.63 ms
[2021-12-15 03:23:03 main:574] : INFO : Epoch 1658 | loss: 0.0312475 | val_loss: 0.0312499 | Time: 1437.39 ms
[2021-12-15 03:23:04 main:574] : INFO : Epoch 1659 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 1433.1 ms
[2021-12-15 03:23:06 main:574] : INFO : Epoch 1660 | loss: 0.031247 | val_loss: 0.0312489 | Time: 1434.54 ms
[2021-12-15 03:23:07 main:574] : INFO : Epoch 1661 | loss: 0.0312472 | val_loss: 0.0312487 | Time: 1435.11 ms
[2021-12-15 03:23:08 main:574] : INFO : Epoch 1662 | loss: 0.0312469 | val_loss: 0.0312507 | Time: 1436.59 ms
[2021-12-15 03:23:10 main:574] : INFO : Epoch 1663 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 1435.3 ms
[2021-12-15 03:23:11 main:574] : INFO : Epoch 1664 | loss: 0.0312472 | val_loss: 0.0312504 | Time: 1431.63 ms
[2021-12-15 03:23:13 main:574] : INFO : Epoch 1665 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 1436.75 ms
[2021-12-15 03:23:14 main:574] : INFO : Epoch 1666 | loss: 0.0312469 | val_loss: 0.0312491 | Time: 1438.19 ms
[2021-12-15 03:23:16 main:574] : INFO : Epoch 1667 | loss: 0.031247 | val_loss: 0.0312486 | Time: 1428.46 ms
[2021-12-15 03:23:17 main:574] : INFO : Epoch 1668 | loss: 0.0312469 | val_loss: 0.0312487 | Time: 1433.78 ms
[2021-12-15 03:23:18 main:574] : INFO : Epoch 1669 | loss: 0.0312474 | val_loss: 0.0312501 | Time: 1428.5 ms
[2021-12-15 03:23:20 main:574] : INFO : Epoch 1670 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 1433.73 ms
[2021-12-15 03:23:21 main:574] : INFO : Epoch 1671 | loss: 0.0312482 | val_loss: 0.03125 | Time: 1432.72 ms
[2021-12-15 03:23:23 main:574] : INFO : Epoch 1672 | loss: 0.031247 | val_loss: 0.0312489 | Time: 1434.29 ms
[2021-12-15 03:23:24 main:574] : INFO : Epoch 1673 | loss: 0.031247 | val_loss: 0.03125 | Time: 1439.29 ms
[2021-12-15 03:23:26 main:574] : INFO : Epoch 1674 | loss: 0.0312472 | val_loss: 0.031249 | Time: 1430.57 ms
[2021-12-15 03:23:27 main:574] : INFO : Epoch 1675 | loss: 0.0312467 | val_loss: 0.0312499 | Time: 1438.38 ms
[2021-12-15 03:23:29 main:574] : INFO : Epoch 1676 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 1435.56 ms
[2021-12-15 03:23:30 main:574] : INFO : Epoch 1677 | loss: 0.031247 | val_loss: 0.031249 | Time: 1428.78 ms
[2021-12-15 03:23:31 main:574] : INFO : Epoch 1678 | loss: 0.0312472 | val_loss: 0.0312496 | Time: 1427.67 ms
[2021-12-15 03:23:33 main:574] : INFO : Epoch 1679 | loss: 0.0312468 | val_loss: 0.0312495 | Time: 1430.78 ms
[2021-12-15 03:23:34 main:574] : INFO : Epoch 1680 | loss: 0.0312477 | val_loss: 0.0312496 | Time: 1437.76 ms
[2021-12-15 03:23:36 main:574] : INFO : Epoch 1681 | loss: 0.0312478 | val_loss: 0.0312495 | Time: 1431.99 ms
[2021-12-15 03:23:37 main:574] : INFO : Epoch 1682 | loss: 0.0312486 | val_loss: 0.03125 | Time: 1433.61 ms
[2021-12-15 03:23:39 main:574] : INFO : Epoch 1683 | loss: 0.0312473 | val_loss: 0.0312489 | Time: 1431.35 ms
[2021-12-15 03:23:40 main:574] : INFO : Epoch 1684 | loss: 0.031247 | val_loss: 0.03125 | Time: 1439.11 ms
[2021-12-15 03:23:41 main:574] : INFO : Epoch 1685 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1435.08 ms
[2021-12-15 03:23:43 main:574] : INFO : Epoch 1686 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 1431.57 ms
[2021-12-15 03:23:44 main:574] : INFO : Epoch 1687 | loss: 0.0312477 | val_loss: 0.0312511 | Time: 1432.88 ms
[2021-12-15 03:23:46 main:574] : INFO : Epoch 1688 | loss: 0.0312474 | val_loss: 0.0312499 | Time: 1430.32 ms
[2021-12-15 03:23:47 main:574] : INFO : Epoch 1689 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1429.96 ms
[2021-12-15 03:23:49 main:574] : INFO : Epoch 1690 | loss: 0.0312483 | val_loss: 0.0312513 | Time: 1426.72 ms
[2021-12-15 03:23:50 main:574] : INFO : Epoch 1691 | loss: 0.0312482 | val_loss: 0.0312518 | Time: 1426.34 ms
[2021-12-15 03:23:52 main:574] : INFO : Epoch 1692 | loss: 0.0312474 | val_loss: 0.0312511 | Time: 1436.16 ms
[2021-12-15 03:23:53 main:574] : INFO : Epoch 1693 | loss: 0.0312474 | val_loss: 0.0312501 | Time: 1438.1 ms
[2021-12-15 03:23:54 main:574] : INFO : Epoch 1694 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 1441.38 ms
[2021-12-15 03:23:56 main:574] : INFO : Epoch 1695 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 1439.52 ms
[2021-12-15 03:23:57 main:574] : INFO : Epoch 1696 | loss: 0.031248 | val_loss: 0.0312492 | Time: 1434.88 ms
[2021-12-15 03:23:59 main:574] : INFO : Epoch 1697 | loss: 0.031247 | val_loss: 0.0312487 | Time: 1428.23 ms
[2021-12-15 03:24:00 main:574] : INFO : Epoch 1698 | loss: 0.0312473 | val_loss: 0.0312505 | Time: 1429.5 ms
[2021-12-15 03:24:02 main:574] : INFO : Epoch 1699 | loss: 0.0312475 | val_loss: 0.0312496 | Time: 1432.44 ms
[2021-12-15 03:24:03 main:574] : INFO : Epoch 1700 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 1431.99 ms
[2021-12-15 03:24:04 main:574] : INFO : Epoch 1701 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 1433.6 ms
[2021-12-15 03:24:06 main:574] : INFO : Epoch 1702 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 1432.3 ms
[2021-12-15 03:24:07 main:574] : INFO : Epoch 1703 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 1434.88 ms
[2021-12-15 03:24:09 main:574] : INFO : Epoch 1704 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 1436.15 ms
[2021-12-15 03:24:10 main:574] : INFO : Epoch 1705 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 1433.42 ms
[2021-12-15 03:24:12 main:574] : INFO : Epoch 1706 | loss: 0.0312473 | val_loss: 0.031249 | Time: 1434.51 ms
[2021-12-15 03:24:13 main:574] : INFO : Epoch 1707 | loss: 0.0312474 | val_loss: 0.0312488 | Time: 1437.36 ms
[2021-12-15 03:24:15 main:574] : INFO : Epoch 1708 | loss: 0.0312471 | val_loss: 0.0312495 | Time: 1434.1 ms
[2021-12-15 03:24:16 main:574] : INFO : Epoch 1709 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 1434.89 ms
[2021-12-15 03:24:17 main:574] : INFO : Epoch 1710 | loss: 0.031248 | val_loss: 0.0312485 | Time: 1432.11 ms
[2021-12-15 03:24:19 main:574] : INFO : Epoch 1711 | loss: 0.0312476 | val_loss: 0.0312538 | Time: 1433.11 ms
[2021-12-15 03:24:20 main:574] : INFO : Epoch 1712 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 1433.06 ms
[2021-12-15 03:24:22 main:574] : INFO : Epoch 1713 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 1432.53 ms
[2021-12-15 03:24:23 main:574] : INFO : Epoch 1714 | loss: 0.0312478 | val_loss: 0.0312502 | Time: 1439.28 ms
[2021-12-15 03:24:25 main:574] : INFO : Epoch 1715 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 1438.68 ms
[2021-12-15 03:24:26 main:574] : INFO : Epoch 1716 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 1439.56 ms
[2021-12-15 03:24:28 main:574] : INFO : Epoch 1717 | loss: 0.0312466 | val_loss: 0.0312488 | Time: 1443.47 ms
[2021-12-15 03:24:29 main:574] : INFO : Epoch 1718 | loss: 0.0312468 | val_loss: 0.0312521 | Time: 1443.71 ms
[2021-12-15 03:24:30 main:574] : INFO : Epoch 1719 | loss: 0.0312484 | val_loss: 0.0312514 | Time: 1430.84 ms
[2021-12-15 03:24:32 main:574] : INFO : Epoch 1720 | loss: 0.0312516 | val_loss: 0.0313015 | Time: 1435.79 ms
[2021-12-15 03:24:33 main:574] : INFO : Epoch 1721 | loss: 0.0312673 | val_loss: 0.0312541 | Time: 1429.68 ms
[2021-12-15 03:24:35 main:574] : INFO : Epoch 1722 | loss: 0.0312522 | val_loss: 0.0312499 | Time: 1438.92 ms
[2021-12-15 03:24:36 main:574] : INFO : Epoch 1723 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1433.94 ms
[2021-12-15 03:24:38 main:574] : INFO : Epoch 1724 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1434.85 ms
[2021-12-15 03:24:39 main:574] : INFO : Epoch 1725 | loss: 0.0312471 | val_loss: 0.031249 | Time: 1431.88 ms
[2021-12-15 03:24:40 main:574] : INFO : Epoch 1726 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1434.61 ms
[2021-12-15 03:24:42 main:574] : INFO : Epoch 1727 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 1428.6 ms
[2021-12-15 03:24:43 main:574] : INFO : Epoch 1728 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 1442.5 ms
[2021-12-15 03:24:45 main:574] : INFO : Epoch 1729 | loss: 0.0312477 | val_loss: 0.0312494 | Time: 1432.39 ms
[2021-12-15 03:24:46 main:574] : INFO : Epoch 1730 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1433.33 ms
[2021-12-15 03:24:48 main:574] : INFO : Epoch 1731 | loss: 0.0312487 | val_loss: 0.0312522 | Time: 1433.26 ms
[2021-12-15 03:24:49 main:574] : INFO : Epoch 1732 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 1428.71 ms
[2021-12-15 03:24:51 main:574] : INFO : Epoch 1733 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 1424.78 ms
[2021-12-15 03:24:52 main:574] : INFO : Epoch 1734 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1427.73 ms
[2021-12-15 03:24:53 main:574] : INFO : Epoch 1735 | loss: 0.0312476 | val_loss: 0.031249 | Time: 1425.52 ms
[2021-12-15 03:24:55 main:574] : INFO : Epoch 1736 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 1426.02 ms
[2021-12-15 03:24:56 main:574] : INFO : Epoch 1737 | loss: 0.0312475 | val_loss: 0.0312501 | Time: 1434.85 ms
[2021-12-15 03:24:58 main:574] : INFO : Epoch 1738 | loss: 0.0312491 | val_loss: 0.0312521 | Time: 1427.26 ms
[2021-12-15 03:24:59 main:574] : INFO : Epoch 1739 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1432.34 ms
[2021-12-15 03:25:01 main:574] : INFO : Epoch 1740 | loss: 0.0312479 | val_loss: 0.0312495 | Time: 1435.59 ms
[2021-12-15 03:25:02 main:574] : INFO : Epoch 1741 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 1426.81 ms
[2021-12-15 03:25:03 main:574] : INFO : Epoch 1742 | loss: 0.0312474 | val_loss: 0.0312489 | Time: 1438.33 ms
[2021-12-15 03:25:05 main:574] : INFO : Epoch 1743 | loss: 0.0312473 | val_loss: 0.0312544 | Time: 1425.94 ms
[2021-12-15 03:25:06 main:574] : INFO : Epoch 1744 | loss: 0.0312482 | val_loss: 0.0312523 | Time: 1429.63 ms
[2021-12-15 03:25:08 main:574] : INFO : Epoch 1745 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1432.29 ms
[2021-12-15 03:25:09 main:574] : INFO : Epoch 1746 | loss: 0.0312473 | val_loss: 0.0312496 | Time: 1429.64 ms
[2021-12-15 03:25:11 main:574] : INFO : Epoch 1747 | loss: 0.0312473 | val_loss: 0.0312523 | Time: 1423.92 ms
[2021-12-15 03:25:12 main:574] : INFO : Epoch 1748 | loss: 0.0312487 | val_loss: 0.0312524 | Time: 1428.53 ms
[2021-12-15 03:25:13 main:574] : INFO : Epoch 1749 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1429.13 ms
[2021-12-15 03:25:15 main:574] : INFO : Epoch 1750 | loss: 0.0312488 | val_loss: 0.031251 | Time: 1430.34 ms
[2021-12-15 03:25:16 main:574] : INFO : Epoch 1751 | loss: 0.031248 | val_loss: 0.031249 | Time: 1433.36 ms
[2021-12-15 03:25:18 main:574] : INFO : Epoch 1752 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 1431.76 ms
[2021-12-15 03:25:19 main:574] : INFO : Epoch 1753 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 1425.16 ms
[2021-12-15 03:25:21 main:574] : INFO : Epoch 1754 | loss: 0.0312477 | val_loss: 0.0312521 | Time: 1427.4 ms
[2021-12-15 03:25:22 main:574] : INFO : Epoch 1755 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 1429.62 ms
[2021-12-15 03:25:24 main:574] : INFO : Epoch 1756 | loss: 0.0312474 | val_loss: 0.031252 | Time: 1424.97 ms
[2021-12-15 03:25:25 main:574] : INFO : Epoch 1757 | loss: 0.0312478 | val_loss: 0.0312496 | Time: 1422.93 ms
[2021-12-15 03:25:26 main:574] : INFO : Epoch 1758 | loss: 0.0312468 | val_loss: 0.0312484 | Time: 1429.21 ms
[2021-12-15 03:25:28 main:574] : INFO : Epoch 1759 | loss: 0.0312469 | val_loss: 0.0312494 | Time: 1423.25 ms
[2021-12-15 03:25:29 main:574] : INFO : Epoch 1760 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 1435.96 ms
[2021-12-15 03:25:31 main:574] : INFO : Epoch 1761 | loss: 0.0312476 | val_loss: 0.0312492 | Time: 1426.34 ms
[2021-12-15 03:25:32 main:574] : INFO : Epoch 1762 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 1432.26 ms
[2021-12-15 03:25:34 main:574] : INFO : Epoch 1763 | loss: 0.0312472 | val_loss: 0.0312495 | Time: 1442.94 ms
[2021-12-15 03:25:35 main:574] : INFO : Epoch 1764 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 1441.03 ms
[2021-12-15 03:25:36 main:574] : INFO : Epoch 1765 | loss: 0.031247 | val_loss: 0.0312489 | Time: 1429.71 ms
[2021-12-15 03:25:38 main:574] : INFO : Epoch 1766 | loss: 0.031247 | val_loss: 0.0312489 | Time: 1428.38 ms
[2021-12-15 03:25:39 main:574] : INFO : Epoch 1767 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 1423.52 ms
[2021-12-15 03:25:41 main:574] : INFO : Epoch 1768 | loss: 0.0312473 | val_loss: 0.0312498 | Time: 1426.58 ms
[2021-12-15 03:25:42 main:574] : INFO : Epoch 1769 | loss: 0.0312467 | val_loss: 0.0312493 | Time: 1430.39 ms
[2021-12-15 03:25:44 main:574] : INFO : Epoch 1770 | loss: 0.0312474 | val_loss: 0.0312493 | Time: 1423.21 ms
[2021-12-15 03:25:45 main:574] : INFO : Epoch 1771 | loss: 0.031247 | val_loss: 0.0312501 | Time: 1420.19 ms
[2021-12-15 03:25:46 main:574] : INFO : Epoch 1772 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1428.02 ms
[2021-12-15 03:25:48 main:574] : INFO : Epoch 1773 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1428.24 ms
[2021-12-15 03:25:49 main:574] : INFO : Epoch 1774 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 1429.36 ms
[2021-12-15 03:25:51 main:574] : INFO : Epoch 1775 | loss: 0.0312481 | val_loss: 0.0312499 | Time: 1426.9 ms
[2021-12-15 03:25:52 main:574] : INFO : Epoch 1776 | loss: 0.0312484 | val_loss: 0.0312509 | Time: 1431.69 ms
[2021-12-15 03:25:54 main:574] : INFO : Epoch 1777 | loss: 0.0312471 | val_loss: 0.0312513 | Time: 1426.42 ms
[2021-12-15 03:25:55 main:574] : INFO : Epoch 1778 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1424.9 ms
[2021-12-15 03:25:56 main:574] : INFO : Epoch 1779 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 1427.65 ms
[2021-12-15 03:25:58 main:574] : INFO : Epoch 1780 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 1426.83 ms
[2021-12-15 03:25:59 main:574] : INFO : Epoch 1781 | loss: 0.0312483 | val_loss: 0.031249 | Time: 1431.95 ms
[2021-12-15 03:26:01 main:574] : INFO : Epoch 1782 | loss: 0.0312486 | val_loss: 0.0312512 | Time: 1433.53 ms
[2021-12-15 03:26:02 main:574] : INFO : Epoch 1783 | loss: 0.0312477 | val_loss: 0.0312553 | Time: 1432.14 ms
[2021-12-15 03:26:04 main:574] : INFO : Epoch 1784 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1441.18 ms
[2021-12-15 03:26:05 main:574] : INFO : Epoch 1785 | loss: 0.0312469 | val_loss: 0.0312502 | Time: 1430.4 ms
[2021-12-15 03:26:07 main:574] : INFO : Epoch 1786 | loss: 0.0312478 | val_loss: 0.031251 | Time: 1428.8 ms
[2021-12-15 03:26:08 main:574] : INFO : Epoch 1787 | loss: 0.0312473 | val_loss: 0.031249 | Time: 1422.91 ms
[2021-12-15 03:26:09 main:574] : INFO : Epoch 1788 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1418.13 ms
[2021-12-15 03:26:11 main:574] : INFO : Epoch 1789 | loss: 0.031247 | val_loss: 0.0312491 | Time: 1427.74 ms
[2021-12-15 03:26:12 main:574] : INFO : Epoch 1790 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 1428.31 ms
[2021-12-15 03:26:14 main:574] : INFO : Epoch 1791 | loss: 0.0312473 | val_loss: 0.0312495 | Time: 1428.54 ms
[2021-12-15 03:26:15 main:574] : INFO : Epoch 1792 | loss: 0.0312473 | val_loss: 0.0312509 | Time: 1432.01 ms
[2021-12-15 03:26:17 main:574] : INFO : Epoch 1793 | loss: 0.0312476 | val_loss: 0.0312486 | Time: 1428.53 ms
[2021-12-15 03:26:18 main:574] : INFO : Epoch 1794 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1432.39 ms
[2021-12-15 03:26:19 main:574] : INFO : Epoch 1795 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 1424.94 ms
[2021-12-15 03:26:21 main:574] : INFO : Epoch 1796 | loss: 0.0312471 | val_loss: 0.0312504 | Time: 1417.9 ms
[2021-12-15 03:26:22 main:574] : INFO : Epoch 1797 | loss: 0.0312474 | val_loss: 0.0312487 | Time: 1425.6 ms
[2021-12-15 03:26:24 main:574] : INFO : Epoch 1798 | loss: 0.0312478 | val_loss: 0.0312508 | Time: 1428.16 ms
[2021-12-15 03:26:25 main:574] : INFO : Epoch 1799 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 1424.87 ms
[2021-12-15 03:26:27 main:574] : INFO : Epoch 1800 | loss: 0.0312472 | val_loss: 0.0312514 | Time: 1425.85 ms
[2021-12-15 03:26:28 main:574] : INFO : Epoch 1801 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 1428.35 ms
[2021-12-15 03:26:29 main:574] : INFO : Epoch 1802 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 1425.71 ms
[2021-12-15 03:26:31 main:574] : INFO : Epoch 1803 | loss: 0.0312475 | val_loss: 0.0312508 | Time: 1421.09 ms
[2021-12-15 03:26:32 main:574] : INFO : Epoch 1804 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1425.61 ms
[2021-12-15 03:26:34 main:574] : INFO : Epoch 1805 | loss: 0.0312473 | val_loss: 0.0312502 | Time: 1427.51 ms
[2021-12-15 03:26:35 main:574] : INFO : Epoch 1806 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1433.11 ms
[2021-12-15 03:26:37 main:574] : INFO : Epoch 1807 | loss: 0.0312471 | val_loss: 0.0312494 | Time: 1426.56 ms
[2021-12-15 03:26:38 main:574] : INFO : Epoch 1808 | loss: 0.0312473 | val_loss: 0.0312513 | Time: 1422.48 ms
[2021-12-15 03:26:39 main:574] : INFO : Epoch 1809 | loss: 0.0312477 | val_loss: 0.031249 | Time: 1423.62 ms
[2021-12-15 03:26:41 main:574] : INFO : Epoch 1810 | loss: 0.0312468 | val_loss: 0.0312488 | Time: 1426.15 ms
[2021-12-15 03:26:42 main:574] : INFO : Epoch 1811 | loss: 0.0312475 | val_loss: 0.0312498 | Time: 1423.88 ms
[2021-12-15 03:26:44 main:574] : INFO : Epoch 1812 | loss: 0.0312472 | val_loss: 0.0312503 | Time: 1425.22 ms
[2021-12-15 03:26:45 main:574] : INFO : Epoch 1813 | loss: 0.0312481 | val_loss: 0.031255 | Time: 1430.49 ms
[2021-12-15 03:26:47 main:574] : INFO : Epoch 1814 | loss: 0.0312596 | val_loss: 0.0312539 | Time: 1435.66 ms
[2021-12-15 03:26:48 main:574] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 1434.29 ms
[2021-12-15 03:26:49 main:574] : INFO : Epoch 1816 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 1434.52 ms
[2021-12-15 03:26:51 main:574] : INFO : Epoch 1817 | loss: 0.0312483 | val_loss: 0.0312518 | Time: 1428.18 ms
[2021-12-15 03:26:52 main:574] : INFO : Epoch 1818 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1440.85 ms
[2021-12-15 03:26:54 main:574] : INFO : Epoch 1819 | loss: 0.0312477 | val_loss: 0.0312517 | Time: 1433.87 ms
[2021-12-15 03:26:55 main:574] : INFO : Epoch 1820 | loss: 0.031248 | val_loss: 0.0312487 | Time: 1434.87 ms
[2021-12-15 03:26:57 main:574] : INFO : Epoch 1821 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 1438.55 ms
[2021-12-15 03:26:58 main:574] : INFO : Epoch 1822 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1431.39 ms
[2021-12-15 03:27:00 main:574] : INFO : Epoch 1823 | loss: 0.0312472 | val_loss: 0.0312508 | Time: 1445.92 ms
[2021-12-15 03:27:01 main:574] : INFO : Epoch 1824 | loss: 0.0312478 | val_loss: 0.0312504 | Time: 1433.9 ms
[2021-12-15 03:27:02 main:574] : INFO : Epoch 1825 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 1439.11 ms
[2021-12-15 03:27:04 main:574] : INFO : Epoch 1826 | loss: 0.0312481 | val_loss: 0.0312523 | Time: 1438.62 ms
[2021-12-15 03:27:05 main:574] : INFO : Epoch 1827 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1438.22 ms
[2021-12-15 03:27:07 main:574] : INFO : Epoch 1828 | loss: 0.0312468 | val_loss: 0.0312485 | Time: 1442.27 ms
[2021-12-15 03:27:08 main:574] : INFO : Epoch 1829 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 1437.87 ms
[2021-12-15 03:27:10 main:574] : INFO : Epoch 1830 | loss: 0.0312473 | val_loss: 0.031249 | Time: 1436.7 ms
[2021-12-15 03:27:11 main:574] : INFO : Epoch 1831 | loss: 0.0312477 | val_loss: 0.0312512 | Time: 1432 ms
[2021-12-15 03:27:13 main:574] : INFO : Epoch 1832 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 1437.39 ms
[2021-12-15 03:27:14 main:574] : INFO : Epoch 1833 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 1424.67 ms
[2021-12-15 03:27:15 main:574] : INFO : Epoch 1834 | loss: 0.0312478 | val_loss: 0.0312486 | Time: 1433.7 ms
[2021-12-15 03:27:17 main:574] : INFO : Epoch 1835 | loss: 0.0312466 | val_loss: 0.0312496 | Time: 1442.86 ms
[2021-12-15 03:27:18 main:574] : INFO : Epoch 1836 | loss: 0.031247 | val_loss: 0.0312488 | Time: 1435.89 ms
[2021-12-15 03:27:20 main:574] : INFO : Epoch 1837 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 1437.43 ms
[2021-12-15 03:27:21 main:574] : INFO : Epoch 1838 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 1434.36 ms
[2021-12-15 03:27:23 main:574] : INFO : Epoch 1839 | loss: 0.0312473 | val_loss: 0.03125 | Time: 1436.18 ms
[2021-12-15 03:27:24 main:574] : INFO : Epoch 1840 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 1439.36 ms
[2021-12-15 03:27:25 main:574] : INFO : Epoch 1841 | loss: 0.0312508 | val_loss: 0.0312489 | Time: 1433.07 ms
[2021-12-15 03:27:27 main:574] : INFO : Epoch 1842 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1438.23 ms
[2021-12-15 03:27:28 main:574] : INFO : Epoch 1843 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 1435.92 ms
[2021-12-15 03:27:30 main:574] : INFO : Epoch 1844 | loss: 0.0312477 | val_loss: 0.0312493 | Time: 1436.72 ms
[2021-12-15 03:27:31 main:574] : INFO : Epoch 1845 | loss: 0.031248 | val_loss: 0.0312484 | Time: 1432.17 ms
[2021-12-15 03:27:33 main:574] : INFO : Epoch 1846 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1440.43 ms
[2021-12-15 03:27:34 main:574] : INFO : Epoch 1847 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 1437.82 ms
[2021-12-15 03:27:36 main:574] : INFO : Epoch 1848 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 1439.75 ms
[2021-12-15 03:27:37 main:574] : INFO : Epoch 1849 | loss: 0.0312473 | val_loss: 0.0312495 | Time: 1439.33 ms
[2021-12-15 03:27:38 main:574] : INFO : Epoch 1850 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1434.71 ms
[2021-12-15 03:27:40 main:574] : INFO : Epoch 1851 | loss: 0.0312471 | val_loss: 0.0312523 | Time: 1434.83 ms
[2021-12-15 03:27:41 main:574] : INFO : Epoch 1852 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 1432.97 ms
[2021-12-15 03:27:43 main:574] : INFO : Epoch 1853 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 1433.07 ms
[2021-12-15 03:27:44 main:574] : INFO : Epoch 1854 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 1437.88 ms
[2021-12-15 03:27:46 main:574] : INFO : Epoch 1855 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 1429.38 ms
[2021-12-15 03:27:47 main:574] : INFO : Epoch 1856 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 1436.81 ms
[2021-12-15 03:27:49 main:574] : INFO : Epoch 1857 | loss: 0.0312469 | val_loss: 0.0312488 | Time: 1440.27 ms
[2021-12-15 03:27:50 main:574] : INFO : Epoch 1858 | loss: 0.031248 | val_loss: 0.0312486 | Time: 1438.63 ms
[2021-12-15 03:27:51 main:574] : INFO : Epoch 1859 | loss: 0.0312472 | val_loss: 0.0312486 | Time: 1433.31 ms
[2021-12-15 03:27:53 main:574] : INFO : Epoch 1860 | loss: 0.0312476 | val_loss: 0.0312523 | Time: 1437.86 ms
[2021-12-15 03:27:54 main:574] : INFO : Epoch 1861 | loss: 0.0312501 | val_loss: 0.0312482 | Time: 1438.23 ms
[2021-12-15 03:27:56 main:574] : INFO : Epoch 1862 | loss: 0.0312476 | val_loss: 0.0312514 | Time: 1438.18 ms
[2021-12-15 03:27:57 main:574] : INFO : Epoch 1863 | loss: 0.0312473 | val_loss: 0.0312493 | Time: 1437.21 ms
[2021-12-15 03:27:59 main:574] : INFO : Epoch 1864 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 1436.98 ms
[2021-12-15 03:28:00 main:574] : INFO : Epoch 1865 | loss: 0.0312468 | val_loss: 0.0312486 | Time: 1441.1 ms
[2021-12-15 03:28:02 main:574] : INFO : Epoch 1866 | loss: 0.0312469 | val_loss: 0.0312496 | Time: 1440.24 ms
[2021-12-15 03:28:03 main:574] : INFO : Epoch 1867 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 1433.02 ms
[2021-12-15 03:28:04 main:574] : INFO : Epoch 1868 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 1434.59 ms
[2021-12-15 03:28:06 main:574] : INFO : Epoch 1869 | loss: 0.031247 | val_loss: 0.0312486 | Time: 1431.54 ms
[2021-12-15 03:28:07 main:574] : INFO : Epoch 1870 | loss: 0.0312473 | val_loss: 0.0312489 | Time: 1431.41 ms
[2021-12-15 03:28:09 main:574] : INFO : Epoch 1871 | loss: 0.0312469 | val_loss: 0.0312497 | Time: 1434.04 ms
[2021-12-15 03:28:10 main:574] : INFO : Epoch 1872 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 1436.02 ms
[2021-12-15 03:28:12 main:574] : INFO : Epoch 1873 | loss: 0.0312473 | val_loss: 0.031249 | Time: 1435.49 ms
[2021-12-15 03:28:13 main:574] : INFO : Epoch 1874 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 1434.53 ms
[2021-12-15 03:28:14 main:574] : INFO : Epoch 1875 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 1434.51 ms
[2021-12-15 03:28:16 main:574] : INFO : Epoch 1876 | loss: 0.031247 | val_loss: 0.031249 | Time: 1434.66 ms
[2021-12-15 03:28:17 main:574] : INFO : Epoch 1877 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 1438 ms
[2021-12-15 03:28:19 main:574] : INFO : Epoch 1878 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 1429.91 ms
[2021-12-15 03:28:20 main:574] : INFO : Epoch 1879 | loss: 0.0312472 | val_loss: 0.0312486 | Time: 1434.34 ms
[2021-12-15 03:28:22 main:574] : INFO : Epoch 1880 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 1437.43 ms
[2021-12-15 03:28:23 main:574] : INFO : Epoch 1881 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 1431.91 ms
[2021-12-15 03:28:25 main:574] : INFO : Epoch 1882 | loss: 0.0312467 | val_loss: 0.031249 | Time: 1440.66 ms
[2021-12-15 03:28:26 main:574] : INFO : Epoch 1883 | loss: 0.0312469 | val_loss: 0.0312491 | Time: 1434.38 ms
[2021-12-15 03:28:27 main:574] : INFO : Epoch 1884 | loss: 0.0312471 | val_loss: 0.0312507 | Time: 1435.5 ms
[2021-12-15 03:28:29 main:574] : INFO : Epoch 1885 | loss: 0.031247 | val_loss: 0.0312489 | Time: 1435.42 ms
[2021-12-15 03:28:30 main:574] : INFO : Epoch 1886 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 1432.2 ms
[2021-12-15 03:28:32 main:574] : INFO : Epoch 1887 | loss: 0.0312474 | val_loss: 0.0312515 | Time: 1431.72 ms
[2021-12-15 03:28:33 main:574] : INFO : Epoch 1888 | loss: 0.031247 | val_loss: 0.0312492 | Time: 1433.37 ms
[2021-12-15 03:28:35 main:574] : INFO : Epoch 1889 | loss: 0.0312475 | val_loss: 0.0312498 | Time: 1429.92 ms
[2021-12-15 03:28:36 main:574] : INFO : Epoch 1890 | loss: 0.0312479 | val_loss: 0.0312518 | Time: 1433.59 ms
[2021-12-15 03:28:38 main:574] : INFO : Epoch 1891 | loss: 0.0312495 | val_loss: 0.0312538 | Time: 1447.45 ms
[2021-12-15 03:28:39 main:574] : INFO : Epoch 1892 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1433.38 ms
[2021-12-15 03:28:40 main:574] : INFO : Epoch 1893 | loss: 0.0312468 | val_loss: 0.0312503 | Time: 1429.62 ms
[2021-12-15 03:28:42 main:574] : INFO : Epoch 1894 | loss: 0.0312483 | val_loss: 0.0312506 | Time: 1433.81 ms
[2021-12-15 03:28:43 main:574] : INFO : Epoch 1895 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 1430.48 ms
[2021-12-15 03:28:45 main:574] : INFO : Epoch 1896 | loss: 0.0312472 | val_loss: 0.0312486 | Time: 1430.72 ms
[2021-12-15 03:28:46 main:574] : INFO : Epoch 1897 | loss: 0.0312473 | val_loss: 0.0312489 | Time: 1435 ms
[2021-12-15 03:28:48 main:574] : INFO : Epoch 1898 | loss: 0.0312471 | val_loss: 0.0312501 | Time: 1437.87 ms
[2021-12-15 03:28:49 main:574] : INFO : Epoch 1899 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 1434.34 ms
[2021-12-15 03:28:50 main:574] : INFO : Epoch 1900 | loss: 0.0312473 | val_loss: 0.0312484 | Time: 1433.74 ms
[2021-12-15 03:28:52 main:574] : INFO : Epoch 1901 | loss: 0.031247 | val_loss: 0.0312498 | Time: 1432.48 ms
[2021-12-15 03:28:53 main:574] : INFO : Epoch 1902 | loss: 0.0312471 | val_loss: 0.0312493 | Time: 1434.17 ms
[2021-12-15 03:28:55 main:574] : INFO : Epoch 1903 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1432.44 ms
[2021-12-15 03:28:56 main:574] : INFO : Epoch 1904 | loss: 0.031247 | val_loss: 0.0312497 | Time: 1434.05 ms
[2021-12-15 03:28:58 main:574] : INFO : Epoch 1905 | loss: 0.0312472 | val_loss: 0.0312515 | Time: 1433.04 ms
[2021-12-15 03:28:59 main:574] : INFO : Epoch 1906 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 1437.55 ms
[2021-12-15 03:29:01 main:574] : INFO : Epoch 1907 | loss: 0.031247 | val_loss: 0.0312487 | Time: 1432.61 ms
[2021-12-15 03:29:02 main:574] : INFO : Epoch 1908 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 1431.85 ms
[2021-12-15 03:29:03 main:574] : INFO : Epoch 1909 | loss: 0.031247 | val_loss: 0.0312488 | Time: 1436.82 ms
[2021-12-15 03:29:05 main:574] : INFO : Epoch 1910 | loss: 0.0312475 | val_loss: 0.0312508 | Time: 1434.6 ms
[2021-12-15 03:29:06 main:574] : INFO : Epoch 1911 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1429.68 ms
[2021-12-15 03:29:08 main:574] : INFO : Epoch 1912 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 1431.18 ms
[2021-12-15 03:29:09 main:574] : INFO : Epoch 1913 | loss: 0.0312469 | val_loss: 0.0312499 | Time: 1429.64 ms
[2021-12-15 03:29:11 main:574] : INFO : Epoch 1914 | loss: 0.0312469 | val_loss: 0.0312494 | Time: 1429.04 ms
[2021-12-15 03:29:12 main:574] : INFO : Epoch 1915 | loss: 0.0312469 | val_loss: 0.0312483 | Time: 1427.01 ms
[2021-12-15 03:29:13 main:574] : INFO : Epoch 1916 | loss: 0.0312471 | val_loss: 0.0312519 | Time: 1427.79 ms
[2021-12-15 03:29:15 main:574] : INFO : Epoch 1917 | loss: 0.0312474 | val_loss: 0.0312492 | Time: 1424.35 ms
[2021-12-15 03:29:16 main:574] : INFO : Epoch 1918 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 1422.19 ms
[2021-12-15 03:29:18 main:574] : INFO : Epoch 1919 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 1427.58 ms
[2021-12-15 03:29:19 main:574] : INFO : Epoch 1920 | loss: 0.0312469 | val_loss: 0.0312491 | Time: 1432.31 ms
[2021-12-15 03:29:21 main:574] : INFO : Epoch 1921 | loss: 0.0312468 | val_loss: 0.0312503 | Time: 1426.88 ms
[2021-12-15 03:29:22 main:574] : INFO : Epoch 1922 | loss: 0.0312469 | val_loss: 0.03125 | Time: 1427.28 ms
[2021-12-15 03:29:23 main:574] : INFO : Epoch 1923 | loss: 0.0312475 | val_loss: 0.0312529 | Time: 1431.64 ms
[2021-12-15 03:29:25 main:574] : INFO : Epoch 1924 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 1426.62 ms
[2021-12-15 03:29:26 main:574] : INFO : Epoch 1925 | loss: 0.031247 | val_loss: 0.0312487 | Time: 1420.12 ms
[2021-12-15 03:29:28 main:574] : INFO : Epoch 1926 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 1427.46 ms
[2021-12-15 03:29:29 main:574] : INFO : Epoch 1927 | loss: 0.0312477 | val_loss: 0.0312505 | Time: 1425.91 ms
[2021-12-15 03:29:31 main:574] : INFO : Epoch 1928 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 1425.11 ms
[2021-12-15 03:29:32 main:574] : INFO : Epoch 1929 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1423.59 ms
[2021-12-15 03:29:33 main:574] : INFO : Epoch 1930 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1420.91 ms
[2021-12-15 03:29:35 main:574] : INFO : Epoch 1931 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1423.62 ms
[2021-12-15 03:29:36 main:574] : INFO : Epoch 1932 | loss: 0.0334969 | val_loss: 0.0337456 | Time: 1428.45 ms
[2021-12-15 03:29:38 main:574] : INFO : Epoch 1933 | loss: 0.037081 | val_loss: 0.0345574 | Time: 1421.27 ms
[2021-12-15 03:29:39 main:574] : INFO : Epoch 1934 | loss: 0.0337302 | val_loss: 0.0324114 | Time: 1427.89 ms
[2021-12-15 03:29:41 main:574] : INFO : Epoch 1935 | loss: 0.0315893 | val_loss: 0.0313321 | Time: 1461.58 ms
[2021-12-15 03:29:42 main:574] : INFO : Epoch 1936 | loss: 0.0313013 | val_loss: 0.0312767 | Time: 1421.94 ms
[2021-12-15 03:29:44 main:574] : INFO : Epoch 1937 | loss: 0.031262 | val_loss: 0.0312534 | Time: 1425 ms
[2021-12-15 03:29:45 main:574] : INFO : Epoch 1938 | loss: 0.0312521 | val_loss: 0.0312516 | Time: 1420.95 ms
[2021-12-15 03:29:46 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1421.6 ms
[2021-12-15 03:29:48 main:574] : INFO : Epoch 1940 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1450.22 ms
[2021-12-15 03:29:49 main:574] : INFO : Epoch 1941 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1430.69 ms
[2021-12-15 03:29:51 main:574] : INFO : Epoch 1942 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1425.8 ms
[2021-12-15 03:29:52 main:574] : INFO : Epoch 1943 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 1429.09 ms
[2021-12-15 03:29:54 main:574] : INFO : Epoch 1944 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 1424.32 ms
[2021-12-15 03:29:55 main:574] : INFO : Epoch 1945 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1423.32 ms
[2021-12-15 03:29:56 main:574] : INFO : Epoch 1946 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 1433.18 ms
[2021-12-15 03:29:58 main:574] : INFO : Epoch 1947 | loss: 0.0312477 | val_loss: 0.0312491 | Time: 1427.13 ms
[2021-12-15 03:29:59 main:574] : INFO : Epoch 1948 | loss: 0.0312476 | val_loss: 0.0312491 | Time: 1424.37 ms
[2021-12-15 03:30:01 main:574] : INFO : Epoch 1949 | loss: 0.0312475 | val_loss: 0.031249 | Time: 1431.55 ms
[2021-12-15 03:30:02 main:574] : INFO : Epoch 1950 | loss: 0.0312474 | val_loss: 0.031249 | Time: 1431.7 ms
[2021-12-15 03:30:04 main:574] : INFO : Epoch 1951 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 1434.97 ms
[2021-12-15 03:30:05 main:574] : INFO : Epoch 1952 | loss: 0.0312472 | val_loss: 0.0312491 | Time: 1428.31 ms
[2021-12-15 03:30:06 main:574] : INFO : Epoch 1953 | loss: 0.0312472 | val_loss: 0.0312498 | Time: 1429.09 ms
[2021-12-15 03:30:08 main:574] : INFO : Epoch 1954 | loss: 0.0312474 | val_loss: 0.031249 | Time: 1432.6 ms
[2021-12-15 03:30:09 main:574] : INFO : Epoch 1955 | loss: 0.0312475 | val_loss: 0.0312493 | Time: 1423.31 ms
[2021-12-15 03:30:11 main:574] : INFO : Epoch 1956 | loss: 0.0312475 | val_loss: 0.0312495 | Time: 1426.86 ms
[2021-12-15 03:30:12 main:574] : INFO : Epoch 1957 | loss: 0.0312474 | val_loss: 0.0312489 | Time: 1430.69 ms
[2021-12-15 03:30:14 main:574] : INFO : Epoch 1958 | loss: 0.031247 | val_loss: 0.0312489 | Time: 1424.45 ms
[2021-12-15 03:30:15 main:574] : INFO : Epoch 1959 | loss: 0.0312473 | val_loss: 0.03125 | Time: 1427.75 ms
[2021-12-15 03:30:16 main:574] : INFO : Epoch 1960 | loss: 0.0312477 | val_loss: 0.031249 | Time: 1426.23 ms
[2021-12-15 03:30:18 main:574] : INFO : Epoch 1961 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1431.83 ms
[2021-12-15 03:30:19 main:574] : INFO : Epoch 1962 | loss: 0.031247 | val_loss: 0.0312488 | Time: 1431.93 ms
[2021-12-15 03:30:21 main:574] : INFO : Epoch 1963 | loss: 0.031247 | val_loss: 0.0312495 | Time: 1432.46 ms
[2021-12-15 03:30:22 main:574] : INFO : Epoch 1964 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 1433.52 ms
[2021-12-15 03:30:24 main:574] : INFO : Epoch 1965 | loss: 0.0312472 | val_loss: 0.031249 | Time: 1420.81 ms
[2021-12-15 03:30:25 main:574] : INFO : Epoch 1966 | loss: 0.0312471 | val_loss: 0.0312493 | Time: 1419.47 ms
[2021-12-15 03:30:26 main:574] : INFO : Epoch 1967 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 1431.38 ms
[2021-12-15 03:30:28 main:574] : INFO : Epoch 1968 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 1436.57 ms
[2021-12-15 03:30:29 main:574] : INFO : Epoch 1969 | loss: 0.0312473 | val_loss: 0.0312503 | Time: 1448.54 ms
[2021-12-15 03:30:31 main:574] : INFO : Epoch 1970 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 1426.68 ms
[2021-12-15 03:30:32 main:574] : INFO : Epoch 1971 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 1428.9 ms
[2021-12-15 03:30:34 main:574] : INFO : Epoch 1972 | loss: 0.0312471 | val_loss: 0.0312495 | Time: 1431.58 ms
[2021-12-15 03:30:35 main:574] : INFO : Epoch 1973 | loss: 0.0312478 | val_loss: 0.0312509 | Time: 1430.53 ms
[2021-12-15 03:30:37 main:574] : INFO : Epoch 1974 | loss: 0.0312475 | val_loss: 0.031249 | Time: 1427.51 ms
[2021-12-15 03:30:38 main:574] : INFO : Epoch 1975 | loss: 0.0312476 | val_loss: 0.0312498 | Time: 1424.03 ms
[2021-12-15 03:30:39 main:574] : INFO : Epoch 1976 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 1423.61 ms
[2021-12-15 03:30:41 main:574] : INFO : Epoch 1977 | loss: 0.0312471 | val_loss: 0.031249 | Time: 1419.59 ms
[2021-12-15 03:30:42 main:574] : INFO : Epoch 1978 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 1428.89 ms
[2021-12-15 03:30:44 main:574] : INFO : Epoch 1979 | loss: 0.0312473 | val_loss: 0.0312494 | Time: 1429.85 ms
[2021-12-15 03:30:45 main:574] : INFO : Epoch 1980 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 1438.73 ms
[2021-12-15 03:30:47 main:574] : INFO : Epoch 1981 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 1433.42 ms
[2021-12-15 03:30:48 main:574] : INFO : Epoch 1982 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 1431.81 ms
[2021-12-15 03:30:49 main:574] : INFO : Epoch 1983 | loss: 0.0312469 | val_loss: 0.0312489 | Time: 1431.86 ms
[2021-12-15 03:30:51 main:574] : INFO : Epoch 1984 | loss: 0.031247 | val_loss: 0.0312487 | Time: 1427.3 ms
[2021-12-15 03:30:52 main:574] : INFO : Epoch 1985 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 1432.38 ms
[2021-12-15 03:30:54 main:574] : INFO : Epoch 1986 | loss: 0.0312476 | val_loss: 0.0312491 | Time: 1428.09 ms
[2021-12-15 03:30:55 main:574] : INFO : Epoch 1987 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 1429.31 ms
[2021-12-15 03:30:57 main:574] : INFO : Epoch 1988 | loss: 0.0312471 | val_loss: 0.0312495 | Time: 1421.13 ms
[2021-12-15 03:30:58 main:574] : INFO : Epoch 1989 | loss: 0.0312468 | val_loss: 0.0312491 | Time: 1428.43 ms
[2021-12-15 03:30:59 main:574] : INFO : Epoch 1990 | loss: 0.0312468 | val_loss: 0.0312497 | Time: 1421.53 ms
[2021-12-15 03:31:01 main:574] : INFO : Epoch 1991 | loss: 0.031247 | val_loss: 0.0312495 | Time: 1424.95 ms
[2021-12-15 03:31:02 main:574] : INFO : Epoch 1992 | loss: 0.0312468 | val_loss: 0.0312492 | Time: 1431.2 ms
[2021-12-15 03:31:04 main:574] : INFO : Epoch 1993 | loss: 0.0312468 | val_loss: 0.0312488 | Time: 1426.07 ms
[2021-12-15 03:31:05 main:574] : INFO : Epoch 1994 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 1431.48 ms
[2021-12-15 03:31:07 main:574] : INFO : Epoch 1995 | loss: 0.0312472 | val_loss: 0.0312496 | Time: 1429.86 ms
[2021-12-15 03:31:08 main:574] : INFO : Epoch 1996 | loss: 0.031247 | val_loss: 0.0312493 | Time: 1432.57 ms
[2021-12-15 03:31:10 main:574] : INFO : Epoch 1997 | loss: 0.0312478 | val_loss: 0.0312497 | Time: 1428.18 ms
[2021-12-15 03:31:11 main:574] : INFO : Epoch 1998 | loss: 0.031247 | val_loss: 0.031249 | Time: 1430.35 ms
[2021-12-15 03:31:12 main:574] : INFO : Epoch 1999 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 1426.9 ms
[2021-12-15 03:31:14 main:574] : INFO : Epoch 2000 | loss: 0.0312469 | val_loss: 0.0312488 | Time: 1430.49 ms
[2021-12-15 03:31:15 main:574] : INFO : Epoch 2001 | loss: 0.0312467 | val_loss: 0.031249 | Time: 1427.67 ms
[2021-12-15 03:31:17 main:574] : INFO : Epoch 2002 | loss: 0.0312469 | val_loss: 0.0312487 | Time: 1430.26 ms
[2021-12-15 03:31:18 main:574] : INFO : Epoch 2003 | loss: 0.0312465 | val_loss: 0.031249 | Time: 1432.95 ms
[2021-12-15 03:31:20 main:574] : INFO : Epoch 2004 | loss: 0.031247 | val_loss: 0.0312488 | Time: 1432.94 ms
[2021-12-15 03:31:21 main:574] : INFO : Epoch 2005 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 1431.65 ms
[2021-12-15 03:31:22 main:574] : INFO : Epoch 2006 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 1448.98 ms
[2021-12-15 03:31:24 main:574] : INFO : Epoch 2007 | loss: 0.0312472 | val_loss: 0.0312501 | Time: 1488.8 ms
[2021-12-15 03:31:25 main:574] : INFO : Epoch 2008 | loss: 0.0312473 | val_loss: 0.0312507 | Time: 1430.86 ms
[2021-12-15 03:31:27 main:574] : INFO : Epoch 2009 | loss: 0.0312476 | val_loss: 0.0312494 | Time: 1426.65 ms
[2021-12-15 03:31:28 main:574] : INFO : Epoch 2010 | loss: 0.0312473 | val_loss: 0.0312497 | Time: 1431.08 ms
[2021-12-15 03:31:30 main:574] : INFO : Epoch 2011 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1425.96 ms
[2021-12-15 03:31:31 main:574] : INFO : Epoch 2012 | loss: 0.0312474 | val_loss: 0.0312489 | Time: 1433.99 ms
[2021-12-15 03:31:33 main:574] : INFO : Epoch 2013 | loss: 0.0312469 | val_loss: 0.0312491 | Time: 1431.52 ms
[2021-12-15 03:31:34 main:574] : INFO : Epoch 2014 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 1431.56 ms
[2021-12-15 03:31:35 main:574] : INFO : Epoch 2015 | loss: 0.0312472 | val_loss: 0.031249 | Time: 1434.97 ms
[2021-12-15 03:31:37 main:574] : INFO : Epoch 2016 | loss: 0.031247 | val_loss: 0.0312488 | Time: 1430.85 ms
[2021-12-15 03:31:38 main:574] : INFO : Epoch 2017 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 1431.12 ms
[2021-12-15 03:31:40 main:574] : INFO : Epoch 2018 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 1437.12 ms
[2021-12-15 03:31:41 main:574] : INFO : Epoch 2019 | loss: 0.0312468 | val_loss: 0.0312501 | Time: 1432.69 ms
[2021-12-15 03:31:43 main:574] : INFO : Epoch 2020 | loss: 0.0312472 | val_loss: 0.0312494 | Time: 1429.16 ms
[2021-12-15 03:31:44 main:574] : INFO : Epoch 2021 | loss: 0.0312469 | val_loss: 0.0312489 | Time: 1435.21 ms
[2021-12-15 03:31:45 main:574] : INFO : Epoch 2022 | loss: 0.0312479 | val_loss: 0.0312507 | Time: 1429.25 ms
[2021-12-15 03:31:47 main:574] : INFO : Epoch 2023 | loss: 0.0312471 | val_loss: 0.0312497 | Time: 1433.84 ms
[2021-12-15 03:31:48 main:574] : INFO : Epoch 2024 | loss: 0.0312468 | val_loss: 0.031249 | Time: 1429.61 ms
[2021-12-15 03:31:50 main:574] : INFO : Epoch 2025 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 1433.68 ms
[2021-12-15 03:31:51 main:574] : INFO : Epoch 2026 | loss: 0.0312469 | val_loss: 0.0312489 | Time: 1431.47 ms
[2021-12-15 03:31:53 main:574] : INFO : Epoch 2027 | loss: 0.0312472 | val_loss: 0.0312491 | Time: 1427.24 ms
[2021-12-15 03:31:54 main:574] : INFO : Epoch 2028 | loss: 0.0312471 | val_loss: 0.031249 | Time: 1431.31 ms
[2021-12-15 03:31:56 main:574] : INFO : Epoch 2029 | loss: 0.0312475 | val_loss: 0.0312508 | Time: 1433.67 ms
[2021-12-15 03:31:57 main:574] : INFO : Epoch 2030 | loss: 0.0312471 | val_loss: 0.0312488 | Time: 1427.64 ms
[2021-12-15 03:31:58 main:574] : INFO : Epoch 2031 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 1431.92 ms
[2021-12-15 03:32:00 main:574] : INFO : Epoch 2032 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 1434.47 ms
[2021-12-15 03:32:01 main:574] : INFO : Epoch 2033 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 1431.55 ms
[2021-12-15 03:32:03 main:574] : INFO : Epoch 2034 | loss: 0.0312467 | val_loss: 0.0312506 | Time: 1429.85 ms
[2021-12-15 03:32:04 main:574] : INFO : Epoch 2035 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1434.67 ms
[2021-12-15 03:32:06 main:574] : INFO : Epoch 2036 | loss: 0.0312471 | val_loss: 0.0312488 | Time: 1437.99 ms
[2021-12-15 03:32:07 main:574] : INFO : Epoch 2037 | loss: 0.031247 | val_loss: 0.0312489 | Time: 1441.82 ms
[2021-12-15 03:32:08 main:574] : INFO : Epoch 2038 | loss: 0.031247 | val_loss: 0.0312512 | Time: 1438.35 ms
[2021-12-15 03:32:10 main:574] : INFO : Epoch 2039 | loss: 0.0312476 | val_loss: 0.0312499 | Time: 1436.14 ms
[2021-12-15 03:32:11 main:574] : INFO : Epoch 2040 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 1437.53 ms
[2021-12-15 03:32:13 main:574] : INFO : Epoch 2041 | loss: 0.0312474 | val_loss: 0.0312502 | Time: 1438.31 ms
[2021-12-15 03:32:14 main:574] : INFO : Epoch 2042 | loss: 0.0312472 | val_loss: 0.0312501 | Time: 1434.8 ms
[2021-12-15 03:32:16 main:574] : INFO : Epoch 2043 | loss: 0.0312477 | val_loss: 0.0312498 | Time: 1436.16 ms
[2021-12-15 03:32:17 main:574] : INFO : Epoch 2044 | loss: 0.0312477 | val_loss: 0.0312496 | Time: 1437.95 ms
[2021-12-15 03:32:19 main:574] : INFO : Epoch 2045 | loss: 0.0312472 | val_loss: 0.0312496 | Time: 1438.37 ms
[2021-12-15 03:32:20 main:574] : INFO : Epoch 2046 | loss: 0.0312471 | val_loss: 0.0312496 | Time: 1436.21 ms
[2021-12-15 03:32:21 main:574] : INFO : Epoch 2047 | loss: 0.031247 | val_loss: 0.0312497 | Time: 1439.05 ms
[2021-12-15 03:32:23 main:574] : INFO : Epoch 2048 | loss: 0.031247 | val_loss: 0.0312487 | Time: 1441.25 ms
[2021-12-15 03:32:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312487
[2021-12-15 03:32:23 main:603] : INFO : Saving end state to config to file
[2021-12-15 03:32:23 main:608] : INFO : Success, exiting..
03:32:23 (20528): 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)