Task 7323170
| Name | ParityModified-1630351097-14637-2_0 |
| Workunit | 5002292 |
| Created | 14 Sep 2021, 14:17:38 UTC |
| Sent | 14 Sep 2021, 21:16:09 UTC |
| Report deadline | 21 Sep 2021, 21:16:09 UTC |
| Received | 18 Sep 2021, 20:50:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14574 |
| Run time | 59 min 58 sec |
| CPU time | 59 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,629.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.53 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: 0.0312438 | val_loss: 0.031244 | Time: 1763.55 ms [2021-09-17 04:00:10 main:574] : INFO : Epoch 1543 | loss: 0.0312449 | val_loss: 0.0312421 | Time: 1745.45 ms [2021-09-17 04:00:12 main:574] : INFO : Epoch 1544 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 1738.32 ms [2021-09-17 04:00:13 main:574] : INFO : Epoch 1545 | loss: 0.0312469 | val_loss: 0.0312443 | Time: 1736.74 ms [2021-09-17 04:00:15 main:574] : INFO : Epoch 1546 | loss: 0.0312444 | val_loss: 0.031243 | Time: 1744.75 ms [2021-09-17 04:00:17 main:574] : INFO : Epoch 1547 | loss: 0.0312452 | val_loss: 0.0312424 | Time: 1747.43 ms [2021-09-17 04:00:19 main:574] : INFO : Epoch 1548 | loss: 0.031244 | val_loss: 0.0312429 | Time: 1747.99 ms [2021-09-17 04:00:20 main:574] : INFO : Epoch 1549 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 1755.28 ms [2021-09-17 04:00:22 main:574] : INFO : Epoch 1550 | loss: 0.0312453 | val_loss: 0.0312514 | Time: 1741.24 ms [2021-09-17 04:00:24 main:574] : INFO : Epoch 1551 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1755.93 ms [2021-09-17 04:00:26 main:574] : INFO : Epoch 1552 | loss: 0.0312437 | val_loss: 0.0312446 | Time: 1736.77 ms [2021-09-17 04:00:27 main:574] : INFO : Epoch 1553 | loss: 0.0312435 | val_loss: 0.0312427 | Time: 1751.48 ms [2021-09-17 04:00:29 main:574] : INFO : Epoch 1554 | loss: 0.0312455 | val_loss: 0.0312426 | Time: 1762.22 ms [2021-09-17 04:00:31 main:574] : INFO : Epoch 1555 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 1740.78 ms [2021-09-17 04:00:33 main:574] : INFO : Epoch 1556 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 1753.62 ms [2021-09-17 04:00:34 main:574] : INFO : Epoch 1557 | loss: 0.0312459 | val_loss: 0.0312439 | Time: 1748.15 ms [2021-09-17 04:00:36 main:574] : INFO : Epoch 1558 | loss: 0.0312463 | val_loss: 0.0312427 | Time: 1749.39 ms [2021-09-17 04:00:38 main:574] : INFO : Epoch 1559 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 1744.01 ms [2021-09-17 04:00:40 main:574] : INFO : Epoch 1560 | loss: 0.0312437 | val_loss: 0.0312425 | Time: 1749.36 ms [2021-09-17 04:00:41 main:574] : INFO : Epoch 1561 | loss: 0.0312439 | val_loss: 0.0312419 | Time: 1740.42 ms [2021-09-17 04:00:43 main:574] : INFO : Epoch 1562 | loss: 0.031243 | val_loss: 0.0312423 | Time: 1751.84 ms [2021-09-17 04:00:45 main:574] : INFO : Epoch 1563 | loss: 0.0312435 | val_loss: 0.031242 | Time: 1747.75 ms [2021-09-17 04:00:47 main:574] : INFO : Epoch 1564 | loss: 0.0312438 | val_loss: 0.031242 | Time: 1739.42 ms [2021-09-17 04:00:48 main:574] : INFO : Epoch 1565 | loss: 0.0312451 | val_loss: 0.031244 | Time: 1752.65 ms [2021-09-17 04:00:50 main:574] : INFO : Epoch 1566 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 1742.1 ms [2021-09-17 04:00:52 main:574] : INFO : Epoch 1567 | loss: 0.0312455 | val_loss: 0.0312433 | Time: 1753.19 ms [2021-09-17 04:00:54 main:574] : INFO : Epoch 1568 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 1739.58 ms [2021-09-17 04:00:55 main:574] : INFO : Epoch 1569 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 1763.02 ms [2021-09-17 04:00:57 main:574] : INFO : Epoch 1570 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 1746.2 ms [2021-09-17 04:00:59 main:574] : INFO : Epoch 1571 | loss: 0.0312457 | val_loss: 0.031243 | Time: 1746.71 ms [2021-09-17 04:01:01 main:574] : INFO : Epoch 1572 | loss: 0.0312456 | val_loss: 0.0312439 | Time: 1759.79 ms [2021-09-17 04:01:02 main:574] : INFO : Epoch 1573 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 1751.44 ms [2021-09-17 04:01:04 main:574] : INFO : Epoch 1574 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1757.52 ms [2021-09-17 04:01:06 main:574] : INFO : Epoch 1575 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1745.8 ms [2021-09-17 04:01:08 main:574] : INFO : Epoch 1576 | loss: 0.0312443 | val_loss: 0.0312423 | Time: 1748.25 ms [2021-09-17 04:01:09 main:574] : INFO : Epoch 1577 | loss: 0.0312471 | val_loss: 0.0312441 | Time: 1741.49 ms [2021-09-17 04:01:11 main:574] : INFO : Epoch 1578 | loss: 0.0312447 | val_loss: 0.031243 | Time: 1747.44 ms [2021-09-17 04:01:13 main:574] : INFO : Epoch 1579 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 1757.76 ms [2021-09-17 04:01:15 main:574] : INFO : Epoch 1580 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 1744.62 ms [2021-09-17 04:01:17 main:574] : INFO : Epoch 1581 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 1772.44 ms [2021-09-17 04:01:18 main:574] : INFO : Epoch 1582 | loss: 0.0312437 | val_loss: 0.0312429 | Time: 1755.53 ms [2021-09-17 04:01:20 main:574] : INFO : Epoch 1583 | loss: 0.0312445 | val_loss: 0.0312425 | Time: 1750.62 ms [2021-09-17 04:01:22 main:574] : INFO : Epoch 1584 | loss: 0.0312449 | val_loss: 0.0312429 | Time: 1745.28 ms [2021-09-17 04:01:24 main:574] : INFO : Epoch 1585 | loss: 0.031244 | val_loss: 0.0312417 | Time: 1743.8 ms [2021-09-17 04:01:25 main:574] : INFO : Epoch 1586 | loss: 0.0312444 | val_loss: 0.031243 | Time: 1745.02 ms [2021-09-17 04:01:27 main:574] : INFO : Epoch 1587 | loss: 0.0312454 | val_loss: 0.0312483 | Time: 1750.77 ms [2021-09-17 04:01:29 main:574] : INFO : Epoch 1588 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1748.6 ms [2021-09-17 04:01:31 main:574] : INFO : Epoch 1589 | loss: 0.0312442 | val_loss: 0.0312477 | Time: 1748.51 ms [2021-09-17 04:01:32 main:574] : INFO : Epoch 1590 | loss: 0.0312442 | val_loss: 0.0312449 | Time: 1750.62 ms [2021-09-17 04:01:34 main:574] : INFO : Epoch 1591 | loss: 0.0312444 | val_loss: 0.0312434 | Time: 1741.37 ms [2021-09-17 04:01:36 main:574] : INFO : Epoch 1592 | loss: 0.0312457 | val_loss: 0.0312503 | Time: 1743.86 ms [2021-09-17 04:01:38 main:574] : INFO : Epoch 1593 | loss: 0.0312477 | val_loss: 0.0312537 | Time: 1747.58 ms [2021-09-17 04:01:39 main:574] : INFO : Epoch 1594 | loss: 0.0312474 | val_loss: 0.0312426 | Time: 1751.99 ms [2021-09-17 04:01:41 main:574] : INFO : Epoch 1595 | loss: 0.0312456 | val_loss: 0.0312424 | Time: 1751.71 ms [2021-09-17 04:01:43 main:574] : INFO : Epoch 1596 | loss: 0.0312446 | val_loss: 0.0312421 | Time: 1761.74 ms [2021-09-17 04:01:45 main:574] : INFO : Epoch 1597 | loss: 0.0312434 | val_loss: 0.031244 | Time: 1761.55 ms [2021-09-17 04:01:46 main:574] : INFO : Epoch 1598 | loss: 0.0312449 | val_loss: 0.0312416 | Time: 1749.12 ms [2021-09-17 04:01:48 main:574] : INFO : Epoch 1599 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 1753.56 ms [2021-09-17 04:01:50 main:574] : INFO : Epoch 1600 | loss: 0.0312441 | val_loss: 0.0312428 | Time: 1744.08 ms [2021-09-17 04:01:52 main:574] : INFO : Epoch 1601 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 1750.59 ms [2021-09-17 04:01:53 main:574] : INFO : Epoch 1602 | loss: 0.0312457 | val_loss: 0.0312416 | Time: 1756.64 ms [2021-09-17 04:01:55 main:574] : INFO : Epoch 1603 | loss: 0.0312433 | val_loss: 0.0312436 | Time: 1763.41 ms [2021-09-17 04:01:57 main:574] : INFO : Epoch 1604 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 1752.03 ms [2021-09-17 04:01:59 main:574] : INFO : Epoch 1605 | loss: 0.0312452 | val_loss: 0.0312472 | Time: 1742.38 ms [2021-09-17 04:02:00 main:574] : INFO : Epoch 1606 | loss: 0.0312463 | val_loss: 0.031246 | Time: 1758.53 ms [2021-09-17 04:02:02 main:574] : INFO : Epoch 1607 | loss: 0.0312447 | val_loss: 0.0312433 | Time: 1756.34 ms [2021-09-17 04:02:04 main:574] : INFO : Epoch 1608 | loss: 0.0312451 | val_loss: 0.0312427 | Time: 1745.01 ms [2021-09-17 04:02:06 main:574] : INFO : Epoch 1609 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 1747.86 ms [2021-09-17 04:02:07 main:574] : INFO : Epoch 1610 | loss: 0.0312435 | val_loss: 0.0312433 | Time: 1752.5 ms [2021-09-17 04:02:09 main:574] : INFO : Epoch 1611 | loss: 0.031244 | val_loss: 0.0312439 | Time: 1762.14 ms [2021-09-17 04:02:11 main:574] : INFO : Epoch 1612 | loss: 0.031244 | val_loss: 0.031245 | Time: 1756.52 ms [2021-09-17 04:02:13 main:574] : INFO : Epoch 1613 | loss: 0.0312444 | val_loss: 0.0312468 | Time: 1761.57 ms [2021-09-17 04:02:14 main:574] : INFO : Epoch 1614 | loss: 0.0312451 | val_loss: 0.031246 | Time: 1745.87 ms [2021-09-17 04:02:16 main:574] : INFO : Epoch 1615 | loss: 0.0312456 | val_loss: 0.0312431 | Time: 1765.87 ms [2021-09-17 04:02:18 main:574] : INFO : Epoch 1616 | loss: 0.0312443 | val_loss: 0.0312432 | Time: 1742.37 ms [2021-09-17 04:02:20 main:574] : INFO : Epoch 1617 | loss: 0.0312448 | val_loss: 0.0312434 | Time: 1753.41 ms [2021-09-17 04:02:22 main:574] : INFO : Epoch 1618 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 1747.84 ms [2021-09-17 04:02:23 main:574] : INFO : Epoch 1619 | loss: 0.0312449 | val_loss: 0.0312421 | Time: 1746.54 ms [2021-09-17 04:02:25 main:574] : INFO : Epoch 1620 | loss: 0.0312441 | val_loss: 0.0312428 | Time: 1753.19 ms [2021-09-17 04:02:27 main:574] : INFO : Epoch 1621 | loss: 0.0312439 | val_loss: 0.0312429 | Time: 1739.45 ms [2021-09-17 04:02:29 main:574] : INFO : Epoch 1622 | loss: 0.0312444 | val_loss: 0.0312431 | Time: 1763.06 ms [2021-09-17 04:02:30 main:574] : INFO : Epoch 1623 | loss: 0.0312435 | val_loss: 0.0312417 | Time: 1742.52 ms [2021-09-17 04:02:32 main:574] : INFO : Epoch 1624 | loss: 0.0312433 | val_loss: 0.0312418 | Time: 1768.24 ms [2021-09-17 04:02:34 main:574] : INFO : Epoch 1625 | loss: 0.0312453 | val_loss: 0.0312431 | Time: 1746.01 ms [2021-09-17 04:02:36 main:574] : INFO : Epoch 1626 | loss: 0.0312452 | val_loss: 0.031242 | Time: 1747.92 ms [2021-09-17 04:02:37 main:574] : INFO : Epoch 1627 | loss: 0.0312442 | val_loss: 0.0312421 | Time: 1746.54 ms [2021-09-17 04:02:39 main:574] : INFO : Epoch 1628 | loss: 0.0312444 | val_loss: 0.0312448 | Time: 1760.54 ms [2021-09-17 04:02:41 main:574] : INFO : Epoch 1629 | loss: 0.0312446 | val_loss: 0.0312416 | Time: 1756.11 ms [2021-09-17 04:02:43 main:574] : INFO : Epoch 1630 | loss: 0.031243 | val_loss: 0.031242 | Time: 1747.44 ms [2021-09-17 04:02:44 main:574] : INFO : Epoch 1631 | loss: 0.0312438 | val_loss: 0.0312424 | Time: 1751.35 ms [2021-09-17 04:02:46 main:574] : INFO : Epoch 1632 | loss: 0.0312449 | val_loss: 0.0312465 | Time: 1745.64 ms [2021-09-17 04:02:48 main:574] : INFO : Epoch 1633 | loss: 0.0312481 | val_loss: 0.0312425 | Time: 1746.95 ms [2021-09-17 04:02:50 main:574] : INFO : Epoch 1634 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 1754.98 ms [2021-09-17 04:02:51 main:574] : INFO : Epoch 1635 | loss: 0.0312469 | val_loss: 0.031247 | Time: 1749.52 ms [2021-09-17 04:02:53 main:574] : INFO : Epoch 1636 | loss: 0.0312455 | val_loss: 0.0312442 | Time: 1748.34 ms [2021-09-17 04:02:55 main:574] : INFO : Epoch 1637 | loss: 0.0312437 | val_loss: 0.031242 | Time: 1755.59 ms [2021-09-17 04:02:57 main:574] : INFO : Epoch 1638 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 1763.19 ms [2021-09-17 04:02:58 main:574] : INFO : Epoch 1639 | loss: 0.0312455 | val_loss: 0.0312433 | Time: 1752.66 ms [2021-09-17 04:03:00 main:574] : INFO : Epoch 1640 | loss: 0.0312505 | val_loss: 0.0312528 | Time: 1754.16 ms [2021-09-17 04:03:02 main:574] : INFO : Epoch 1641 | loss: 0.0312476 | val_loss: 0.0312454 | Time: 1745.78 ms [2021-09-17 04:03:04 main:574] : INFO : Epoch 1642 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1757.25 ms [2021-09-17 04:03:05 main:574] : INFO : Epoch 1643 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 1743.45 ms [2021-09-17 04:03:07 main:574] : INFO : Epoch 1644 | loss: 0.0312438 | val_loss: 0.0312461 | Time: 1755.35 ms [2021-09-17 04:03:09 main:574] : INFO : Epoch 1645 | loss: 0.0312446 | val_loss: 0.0312426 | Time: 1755.89 ms [2021-09-17 04:03:11 main:574] : INFO : Epoch 1646 | loss: 0.031246 | val_loss: 0.0312434 | Time: 1747.81 ms [2021-09-17 04:03:12 main:574] : INFO : Epoch 1647 | loss: 0.0312471 | val_loss: 0.031246 | Time: 1767.88 ms [2021-09-17 04:03:14 main:574] : INFO : Epoch 1648 | loss: 0.0312443 | val_loss: 0.0312433 | Time: 1742.33 ms [2021-09-17 04:03:16 main:574] : INFO : Epoch 1649 | loss: 0.0312433 | val_loss: 0.0312446 | Time: 1755.18 ms [2021-09-17 04:03:18 main:574] : INFO : Epoch 1650 | loss: 0.031245 | val_loss: 0.0312444 | Time: 1750.81 ms [2021-09-17 04:03:20 main:574] : INFO : Epoch 1651 | loss: 0.031244 | val_loss: 0.0312419 | Time: 1771.82 ms [2021-09-17 04:03:21 main:574] : INFO : Epoch 1652 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 1759.3 ms [2021-09-17 04:03:23 main:574] : INFO : Epoch 1653 | loss: 0.0312435 | val_loss: 0.0312419 | Time: 1740.86 ms [2021-09-17 04:03:25 main:574] : INFO : Epoch 1654 | loss: 0.0312451 | val_loss: 0.0312433 | Time: 1762.24 ms [2021-09-17 04:03:27 main:574] : INFO : Epoch 1655 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 1746.56 ms [2021-09-17 04:03:28 main:574] : INFO : Epoch 1656 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 1765.4 ms [2021-09-17 04:03:30 main:574] : INFO : Epoch 1657 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 1757.28 ms [2021-09-17 04:03:32 main:574] : INFO : Epoch 1658 | loss: 0.0312441 | val_loss: 0.0312432 | Time: 1763.57 ms [2021-09-17 04:03:34 main:574] : INFO : Epoch 1659 | loss: 0.031244 | val_loss: 0.0312456 | Time: 1753 ms [2021-09-17 04:03:35 main:574] : INFO : Epoch 1660 | loss: 0.0312459 | val_loss: 0.0312426 | Time: 1749.44 ms [2021-09-17 04:03:37 main:574] : INFO : Epoch 1661 | loss: 0.0312443 | val_loss: 0.0312437 | Time: 1760.12 ms [2021-09-17 04:03:39 main:574] : INFO : Epoch 1662 | loss: 0.031245 | val_loss: 0.0312433 | Time: 1741.56 ms [2021-09-17 04:03:41 main:574] : INFO : Epoch 1663 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 1756.41 ms [2021-09-17 04:03:42 main:574] : INFO : Epoch 1664 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 1751.01 ms [2021-09-17 04:03:44 main:574] : INFO : Epoch 1665 | loss: 0.0312439 | val_loss: 0.0312418 | Time: 1738.81 ms [2021-09-17 04:03:46 main:574] : INFO : Epoch 1666 | loss: 0.031245 | val_loss: 0.0312435 | Time: 1754.02 ms [2021-09-17 04:03:48 main:574] : INFO : Epoch 1667 | loss: 0.031244 | val_loss: 0.0312436 | Time: 1761.82 ms [2021-09-17 04:03:49 main:574] : INFO : Epoch 1668 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 1745.45 ms [2021-09-17 04:03:51 main:574] : INFO : Epoch 1669 | loss: 0.0312455 | val_loss: 0.0312426 | Time: 1743.78 ms [2021-09-17 04:03:53 main:574] : INFO : Epoch 1670 | loss: 0.0312453 | val_loss: 0.0312428 | Time: 1758.8 ms [2021-09-17 04:03:55 main:574] : INFO : Epoch 1671 | loss: 0.031245 | val_loss: 0.0312434 | Time: 1742.4 ms [2021-09-17 04:03:56 main:574] : INFO : Epoch 1672 | loss: 0.0312446 | val_loss: 0.0312432 | Time: 1760.91 ms [2021-09-17 04:03:58 main:574] : INFO : Epoch 1673 | loss: 0.0312452 | val_loss: 0.0312432 | Time: 1747.41 ms [2021-09-17 04:04:00 main:574] : INFO : Epoch 1674 | loss: 0.0312434 | val_loss: 0.031242 | Time: 1749.97 ms [2021-09-17 04:04:02 main:574] : INFO : Epoch 1675 | loss: 0.0312432 | val_loss: 0.0312419 | Time: 1754.84 ms [2021-09-17 04:04:03 main:574] : INFO : Epoch 1676 | loss: 0.031243 | val_loss: 0.031242 | Time: 1755.2 ms [2021-09-17 04:04:05 main:574] : INFO : Epoch 1677 | loss: 0.031243 | val_loss: 0.0312438 | Time: 1751.14 ms [2021-09-17 04:04:07 main:574] : INFO : Epoch 1678 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1755.23 ms [2021-09-17 04:04:09 main:574] : INFO : Epoch 1679 | loss: 0.0582817 | val_loss: 0.036639 | Time: 1749.24 ms [2021-09-17 04:04:10 main:574] : INFO : Epoch 1680 | loss: 0.0403372 | val_loss: 0.0346852 | Time: 1742.6 ms [2021-09-17 04:04:12 main:574] : INFO : Epoch 1681 | loss: 0.0332978 | val_loss: 0.0316085 | Time: 1747.49 ms [2021-09-17 04:04:14 main:574] : INFO : Epoch 1682 | loss: 0.0316363 | val_loss: 0.0314606 | Time: 1747.84 ms [2021-09-17 04:04:16 main:574] : INFO : Epoch 1683 | loss: 0.0313949 | val_loss: 0.0313336 | Time: 1749.4 ms [2021-09-17 04:04:17 main:574] : INFO : Epoch 1684 | loss: 0.0313279 | val_loss: 0.0313017 | Time: 1747.11 ms [2021-09-17 04:04:19 main:574] : INFO : Epoch 1685 | loss: 0.031302 | val_loss: 0.0312872 | Time: 1736.62 ms [2021-09-17 04:04:21 main:574] : INFO : Epoch 1686 | loss: 0.0312893 | val_loss: 0.0312781 | Time: 1760.53 ms [2021-09-17 04:04:23 main:574] : INFO : Epoch 1687 | loss: 0.0312802 | val_loss: 0.0312712 | Time: 1745.48 ms [2021-09-17 04:04:25 main:574] : INFO : Epoch 1688 | loss: 0.0312753 | val_loss: 0.0312736 | Time: 1757.84 ms [2021-09-17 04:04:26 main:574] : INFO : Epoch 1689 | loss: 0.0312768 | val_loss: 0.0312723 | Time: 1736.22 ms [2021-09-17 04:04:28 main:574] : INFO : Epoch 1690 | loss: 0.0312725 | val_loss: 0.0312682 | Time: 1744.85 ms [2021-09-17 04:04:30 main:574] : INFO : Epoch 1691 | loss: 0.0312666 | val_loss: 0.0312633 | Time: 1748.75 ms [2021-09-17 04:04:32 main:574] : INFO : Epoch 1692 | loss: 0.0312625 | val_loss: 0.0312601 | Time: 1759.88 ms [2021-09-17 04:04:33 main:574] : INFO : Epoch 1693 | loss: 0.0312598 | val_loss: 0.0312582 | Time: 1765.2 ms [2021-09-17 04:04:35 main:574] : INFO : Epoch 1694 | loss: 0.0312577 | val_loss: 0.0312553 | Time: 1738.1 ms [2021-09-17 04:04:37 main:574] : INFO : Epoch 1695 | loss: 0.0312554 | val_loss: 0.031254 | Time: 1750.15 ms [2021-09-17 04:04:39 main:574] : INFO : Epoch 1696 | loss: 0.0312538 | val_loss: 0.0312527 | Time: 1739.04 ms [2021-09-17 04:04:40 main:574] : INFO : Epoch 1697 | loss: 0.0312529 | val_loss: 0.0312515 | Time: 1743.22 ms [2021-09-17 04:04:42 main:574] : INFO : Epoch 1698 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 1747.45 ms [2021-09-17 04:04:44 main:574] : INFO : Epoch 1699 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1744.75 ms [2021-09-17 04:04:46 main:574] : INFO : Epoch 1700 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1757.4 ms [2021-09-17 04:04:47 main:574] : INFO : Epoch 1701 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1746.2 ms [2021-09-17 04:04:49 main:574] : INFO : Epoch 1702 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1742.05 ms [2021-09-17 04:04:51 main:574] : INFO : Epoch 1703 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 1746.84 ms [2021-09-17 04:04:53 main:574] : INFO : Epoch 1704 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1749.83 ms [2021-09-17 04:04:54 main:574] : INFO : Epoch 1705 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1747.39 ms [2021-09-17 04:04:56 main:574] : INFO : Epoch 1706 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 1750.34 ms [2021-09-17 04:04:58 main:574] : INFO : Epoch 1707 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 1749.55 ms [2021-09-17 04:05:00 main:574] : INFO : Epoch 1708 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 1742.38 ms [2021-09-17 04:05:01 main:574] : INFO : Epoch 1709 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1763.7 ms [2021-09-17 04:05:03 main:574] : INFO : Epoch 1710 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 1744.36 ms [2021-09-17 04:05:05 main:574] : INFO : Epoch 1711 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 1746.29 ms [2021-09-17 04:05:07 main:574] : INFO : Epoch 1712 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 1748.67 ms [2021-09-17 04:05:08 main:574] : INFO : Epoch 1713 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 1770.26 ms [2021-09-17 04:05:10 main:574] : INFO : Epoch 1714 | loss: 0.0312457 | val_loss: 0.031245 | Time: 1757.42 ms [2021-09-17 04:05:12 main:574] : INFO : Epoch 1715 | loss: 0.031246 | val_loss: 0.0312459 | Time: 1757.02 ms [2021-09-17 04:05:14 main:574] : INFO : Epoch 1716 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1749.24 ms [2021-09-17 04:05:15 main:574] : INFO : Epoch 1717 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 1745.03 ms [2021-09-17 04:05:17 main:574] : INFO : Epoch 1718 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 1751.32 ms [2021-09-17 04:05:19 main:574] : INFO : Epoch 1719 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 1753.22 ms [2021-09-17 04:05:21 main:574] : INFO : Epoch 1720 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 1763.14 ms [2021-09-17 04:05:22 main:574] : INFO : Epoch 1721 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 1744.98 ms [2021-09-17 04:05:24 main:574] : INFO : Epoch 1722 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 1755.43 ms [2021-09-17 04:05:26 main:574] : INFO : Epoch 1723 | loss: 0.0312448 | val_loss: 0.031245 | Time: 1773.14 ms [2021-09-17 04:05:28 main:574] : INFO : Epoch 1724 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 1751.28 ms [2021-09-17 04:05:30 main:574] : INFO : Epoch 1725 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 1763.48 ms [2021-09-17 04:05:31 main:574] : INFO : Epoch 1726 | loss: 0.0312447 | val_loss: 0.031246 | Time: 1748.11 ms [2021-09-17 04:05:33 main:574] : INFO : Epoch 1727 | loss: 0.031245 | val_loss: 0.0312447 | Time: 1767.67 ms [2021-09-17 04:05:35 main:574] : INFO : Epoch 1728 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 1739.7 ms [2021-09-17 04:05:37 main:574] : INFO : Epoch 1729 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 1751.39 ms [2021-09-17 04:05:38 main:574] : INFO : Epoch 1730 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 1743.55 ms [2021-09-17 04:05:40 main:574] : INFO : Epoch 1731 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 1752.72 ms [2021-09-17 04:05:42 main:574] : INFO : Epoch 1732 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 1751.46 ms [2021-09-17 04:05:44 main:574] : INFO : Epoch 1733 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 1750.26 ms [2021-09-17 04:05:45 main:574] : INFO : Epoch 1734 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 1758.39 ms [2021-09-17 04:05:47 main:574] : INFO : Epoch 1735 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 1738.03 ms [2021-09-17 04:05:49 main:574] : INFO : Epoch 1736 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 1751.18 ms [2021-09-17 04:05:51 main:574] : INFO : Epoch 1737 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1748.61 ms [2021-09-17 04:05:52 main:574] : INFO : Epoch 1738 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 1755.13 ms [2021-09-17 04:05:54 main:574] : INFO : Epoch 1739 | loss: 0.0312446 | val_loss: 0.031245 | Time: 1753.6 ms [2021-09-17 04:05:56 main:574] : INFO : Epoch 1740 | loss: 0.0312444 | val_loss: 0.0312448 | Time: 1760.04 ms [2021-09-17 04:05:58 main:574] : INFO : Epoch 1741 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 1755.2 ms [2021-09-17 04:05:59 main:574] : INFO : Epoch 1742 | loss: 0.031244 | val_loss: 0.0312442 | Time: 1749.02 ms [2021-09-17 04:06:01 main:574] : INFO : Epoch 1743 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1765.88 ms [2021-09-17 04:06:03 main:574] : INFO : Epoch 1744 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1745.04 ms [2021-09-17 04:06:05 main:574] : INFO : Epoch 1745 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 1761.74 ms [2021-09-17 04:06:06 main:574] : INFO : Epoch 1746 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1750.82 ms [2021-09-17 04:06:08 main:574] : INFO : Epoch 1747 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 1754.48 ms [2021-09-17 04:06:10 main:574] : INFO : Epoch 1748 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1766.53 ms [2021-09-17 04:06:12 main:574] : INFO : Epoch 1749 | loss: 0.0312442 | val_loss: 0.0312445 | Time: 1749.77 ms [2021-09-17 04:06:13 main:574] : INFO : Epoch 1750 | loss: 0.0312447 | val_loss: 0.031246 | Time: 1753.55 ms [2021-09-17 04:06:15 main:574] : INFO : Epoch 1751 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 1743.53 ms [2021-09-17 04:06:17 main:574] : INFO : Epoch 1752 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 1750.43 ms [2021-09-17 04:06:19 main:574] : INFO : Epoch 1753 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 1732.08 ms [2021-09-17 04:06:20 main:574] : INFO : Epoch 1754 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 1742.29 ms [2021-09-17 04:06:22 main:574] : INFO : Epoch 1755 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 1743.01 ms [2021-09-17 04:06:24 main:574] : INFO : Epoch 1756 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 1755.06 ms [2021-09-17 04:06:26 main:574] : INFO : Epoch 1757 | loss: 0.031245 | val_loss: 0.0312447 | Time: 1749.66 ms [2021-09-17 04:06:27 main:574] : INFO : Epoch 1758 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 1740.83 ms [2021-09-17 04:06:29 main:574] : INFO : Epoch 1759 | loss: 0.0312441 | val_loss: 0.0312439 | Time: 1748.17 ms [2021-09-17 04:06:31 main:574] : INFO : Epoch 1760 | loss: 0.0312443 | val_loss: 0.0312453 | Time: 1736.49 ms [2021-09-17 04:06:33 main:574] : INFO : Epoch 1761 | loss: 0.031244 | val_loss: 0.0312442 | Time: 1763.63 ms [2021-09-17 04:06:34 main:574] : INFO : Epoch 1762 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1753.49 ms [2021-09-17 04:06:36 main:574] : INFO : Epoch 1763 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 1765.09 ms [2021-09-17 04:06:38 main:574] : INFO : Epoch 1764 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 1753.76 ms [2021-09-17 04:06:40 main:574] : INFO : Epoch 1765 | loss: 0.0312441 | val_loss: 0.0312461 | Time: 1746.5 ms [2021-09-17 04:06:41 main:574] : INFO : Epoch 1766 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 1753.85 ms [2021-09-17 04:06:43 main:574] : INFO : Epoch 1767 | loss: 0.0312442 | val_loss: 0.0312457 | Time: 1739.01 ms [2021-09-17 04:06:45 main:574] : INFO : Epoch 1768 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 1759.3 ms [2021-09-17 04:06:47 main:574] : INFO : Epoch 1769 | loss: 0.0312443 | val_loss: 0.0312451 | Time: 1761.99 ms [2021-09-17 04:06:49 main:574] : INFO : Epoch 1770 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 1767.68 ms [2021-09-17 04:06:50 main:574] : INFO : Epoch 1771 | loss: 0.0312438 | val_loss: 0.0312439 | Time: 1756.19 ms [2021-09-17 04:06:52 main:574] : INFO : Epoch 1772 | loss: 0.031244 | val_loss: 0.0312447 | Time: 1750.5 ms [2021-09-17 04:06:54 main:574] : INFO : Epoch 1773 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1760.32 ms [2021-09-17 04:06:56 main:574] : INFO : Epoch 1774 | loss: 0.0312442 | val_loss: 0.031245 | Time: 1747.17 ms [2021-09-17 04:06:57 main:574] : INFO : Epoch 1775 | loss: 0.0312446 | val_loss: 0.0312459 | Time: 1768.32 ms [2021-09-17 04:06:59 main:574] : INFO : Epoch 1776 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 1749.08 ms [2021-09-17 04:07:01 main:574] : INFO : Epoch 1777 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 1760.28 ms [2021-09-17 04:07:03 main:574] : INFO : Epoch 1778 | loss: 0.0312444 | val_loss: 0.0312438 | Time: 1766.46 ms [2021-09-17 04:07:04 main:574] : INFO : Epoch 1779 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 1744.97 ms [2021-09-17 04:07:06 main:574] : INFO : Epoch 1780 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1755.87 ms [2021-09-17 04:07:08 main:574] : INFO : Epoch 1781 | loss: 0.0312439 | val_loss: 0.0312452 | Time: 1747.44 ms [2021-09-17 04:07:10 main:574] : INFO : Epoch 1782 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 1759.58 ms [2021-09-17 04:07:11 main:574] : INFO : Epoch 1783 | loss: 0.0312445 | val_loss: 0.031245 | Time: 1737.92 ms [2021-09-17 04:07:13 main:574] : INFO : Epoch 1784 | loss: 0.031244 | val_loss: 0.0312444 | Time: 1764.77 ms [2021-09-17 04:07:15 main:574] : INFO : Epoch 1785 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 1749.5 ms [2021-09-17 04:07:17 main:574] : INFO : Epoch 1786 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 1762.52 ms [2021-09-17 04:07:18 main:574] : INFO : Epoch 1787 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 1747.04 ms [2021-09-17 04:07:20 main:574] : INFO : Epoch 1788 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 1735.7 ms [2021-09-17 04:07:22 main:574] : INFO : Epoch 1789 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1754.55 ms [2021-09-17 04:07:24 main:574] : INFO : Epoch 1790 | loss: 0.0312439 | val_loss: 0.0312439 | Time: 1749.76 ms [2021-09-17 04:07:25 main:574] : INFO : Epoch 1791 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 1762.36 ms [2021-09-17 04:07:27 main:574] : INFO : Epoch 1792 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 1757.02 ms [2021-09-17 04:07:29 main:574] : INFO : Epoch 1793 | loss: 0.0312439 | val_loss: 0.0312437 | Time: 1754.21 ms [2021-09-17 04:07:31 main:574] : INFO : Epoch 1794 | loss: 0.0312443 | val_loss: 0.0312449 | Time: 1741.75 ms [2021-09-17 04:07:32 main:574] : INFO : Epoch 1795 | loss: 0.0312448 | val_loss: 0.0312466 | Time: 1746.37 ms [2021-09-17 04:07:34 main:574] : INFO : Epoch 1796 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 1756.68 ms [2021-09-17 04:07:36 main:574] : INFO : Epoch 1797 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1749.96 ms [2021-09-17 04:07:38 main:574] : INFO : Epoch 1798 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 1765.4 ms [2021-09-17 04:07:40 main:574] : INFO : Epoch 1799 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1742.93 ms [2021-09-17 04:07:41 main:574] : INFO : Epoch 1800 | loss: 0.031244 | val_loss: 0.0312439 | Time: 1755.68 ms [2021-09-17 04:07:43 main:574] : INFO : Epoch 1801 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1736.6 ms [2021-09-17 04:07:45 main:574] : INFO : Epoch 1802 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 1750.23 ms [2021-09-17 04:07:47 main:574] : INFO : Epoch 1803 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 1753.89 ms [2021-09-17 04:07:48 main:574] : INFO : Epoch 1804 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1740.38 ms [2021-09-17 04:07:50 main:574] : INFO : Epoch 1805 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 1740.06 ms [2021-09-17 04:07:52 main:574] : INFO : Epoch 1806 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 1750.06 ms [2021-09-17 04:07:54 main:574] : INFO : Epoch 1807 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1759.18 ms [2021-09-17 04:07:55 main:574] : INFO : Epoch 1808 | loss: 0.0312445 | val_loss: 0.031246 | Time: 1744.09 ms [2021-09-17 04:07:57 main:574] : INFO : Epoch 1809 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1756.44 ms [2021-09-17 04:07:59 main:574] : INFO : Epoch 1810 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 1750.43 ms [2021-09-17 04:08:01 main:574] : INFO : Epoch 1811 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 1741.83 ms [2021-09-17 04:08:02 main:574] : INFO : Epoch 1812 | loss: 0.0312438 | val_loss: 0.031245 | Time: 1760.89 ms [2021-09-17 04:08:04 main:574] : INFO : Epoch 1813 | loss: 0.0312445 | val_loss: 0.0312451 | Time: 1748.8 ms [2021-09-17 04:08:06 main:574] : INFO : Epoch 1814 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 1752 ms [2021-09-17 04:08:08 main:574] : INFO : Epoch 1815 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 1735.77 ms [2021-09-17 04:08:09 main:574] : INFO : Epoch 1816 | loss: 0.0312441 | val_loss: 0.0312437 | Time: 1757.34 ms [2021-09-17 04:08:11 main:574] : INFO : Epoch 1817 | loss: 0.031244 | val_loss: 0.0312457 | Time: 1749.66 ms [2021-09-17 04:08:13 main:574] : INFO : Epoch 1818 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1757.43 ms [2021-09-17 04:08:15 main:574] : INFO : Epoch 1819 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 1751.04 ms [2021-09-17 04:08:16 main:574] : INFO : Epoch 1820 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1746.5 ms [2021-09-17 04:08:18 main:574] : INFO : Epoch 1821 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 1749.05 ms [2021-09-17 04:08:20 main:574] : INFO : Epoch 1822 | loss: 0.031244 | val_loss: 0.0312444 | Time: 1752.15 ms [2021-09-17 04:08:22 main:574] : INFO : Epoch 1823 | loss: 0.031244 | val_loss: 0.031244 | Time: 1747.95 ms [2021-09-17 04:08:23 main:574] : INFO : Epoch 1824 | loss: 0.0312442 | val_loss: 0.0312439 | Time: 1746.11 ms [2021-09-17 04:08:25 main:574] : INFO : Epoch 1825 | loss: 0.0312445 | val_loss: 0.031244 | Time: 1745.02 ms [2021-09-17 04:08:27 main:574] : INFO : Epoch 1826 | loss: 0.0312436 | val_loss: 0.0312439 | Time: 1765.77 ms [2021-09-17 04:08:29 main:574] : INFO : Epoch 1827 | loss: 0.031244 | val_loss: 0.0312442 | Time: 1746.56 ms [2021-09-17 04:08:30 main:574] : INFO : Epoch 1828 | loss: 0.031244 | val_loss: 0.0312438 | Time: 1742.99 ms [2021-09-17 04:08:32 main:574] : INFO : Epoch 1829 | loss: 0.031244 | val_loss: 0.0312452 | Time: 1749.81 ms [2021-09-17 04:08:34 main:574] : INFO : Epoch 1830 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 1760.51 ms [2021-09-17 04:08:36 main:574] : INFO : Epoch 1831 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 1749.24 ms [2021-09-17 04:08:37 main:574] : INFO : Epoch 1832 | loss: 0.0312438 | val_loss: 0.031244 | Time: 1755.59 ms [2021-09-17 04:08:39 main:574] : INFO : Epoch 1833 | loss: 0.0312437 | val_loss: 0.0312454 | Time: 1753.08 ms [2021-09-17 04:08:41 main:574] : INFO : Epoch 1834 | loss: 0.031244 | val_loss: 0.0312437 | Time: 1760.42 ms [2021-09-17 04:08:43 main:574] : INFO : Epoch 1835 | loss: 0.0312444 | val_loss: 0.0312437 | Time: 1748.76 ms [2021-09-17 04:08:44 main:574] : INFO : Epoch 1836 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1749.7 ms [2021-09-17 04:08:46 main:574] : INFO : Epoch 1837 | loss: 0.0312441 | val_loss: 0.0312439 | Time: 1746.82 ms [2021-09-17 04:08:48 main:574] : INFO : Epoch 1838 | loss: 0.031245 | val_loss: 0.0312445 | Time: 1745.04 ms [2021-09-17 04:08:50 main:574] : INFO : Epoch 1839 | loss: 0.0312457 | val_loss: 0.0312485 | Time: 1747.89 ms [2021-09-17 04:08:51 main:574] : INFO : Epoch 1840 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1752.55 ms [2021-09-17 04:08:53 main:574] : INFO : Epoch 1841 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 1749.66 ms [2021-09-17 04:08:55 main:574] : INFO : Epoch 1842 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 1762.08 ms [2021-09-17 04:08:57 main:574] : INFO : Epoch 1843 | loss: 0.0312442 | val_loss: 0.0312445 | Time: 1746.58 ms [2021-09-17 04:08:59 main:574] : INFO : Epoch 1844 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 1755 ms [2021-09-17 04:09:00 main:574] : INFO : Epoch 1845 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 1734.54 ms [2021-09-17 04:09:02 main:574] : INFO : Epoch 1846 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 1741.23 ms [2021-09-17 04:09:04 main:574] : INFO : Epoch 1847 | loss: 0.0312443 | val_loss: 0.0312442 | Time: 1753.18 ms [2021-09-17 04:09:06 main:574] : INFO : Epoch 1848 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 1755.34 ms [2021-09-17 04:09:07 main:574] : INFO : Epoch 1849 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 1752.77 ms [2021-09-17 04:09:09 main:574] : INFO : Epoch 1850 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 1751.89 ms [2021-09-17 04:09:11 main:574] : INFO : Epoch 1851 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 1751.71 ms [2021-09-17 04:09:13 main:574] : INFO : Epoch 1852 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 1751.5 ms [2021-09-17 04:09:14 main:574] : INFO : Epoch 1853 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1756.24 ms [2021-09-17 04:09:16 main:574] : INFO : Epoch 1854 | loss: 0.0312445 | val_loss: 0.0312451 | Time: 1748.25 ms [2021-09-17 04:09:18 main:574] : INFO : Epoch 1855 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 1757.24 ms [2021-09-17 04:09:20 main:574] : INFO : Epoch 1856 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 1745.93 ms [2021-09-17 04:09:21 main:574] : INFO : Epoch 1857 | loss: 0.031244 | val_loss: 0.0312463 | Time: 1756.83 ms [2021-09-17 04:09:23 main:574] : INFO : Epoch 1858 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1752.79 ms [2021-09-17 04:09:25 main:574] : INFO : Epoch 1859 | loss: 0.0312444 | val_loss: 0.0312445 | Time: 1742.82 ms [2021-09-17 04:09:27 main:574] : INFO : Epoch 1860 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 1750.29 ms [2021-09-17 04:09:28 main:574] : INFO : Epoch 1861 | loss: 0.0312443 | val_loss: 0.0312466 | Time: 1739.55 ms [2021-09-17 04:09:30 main:574] : INFO : Epoch 1862 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1756.79 ms [2021-09-17 04:09:32 main:574] : INFO : Epoch 1863 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1740.06 ms [2021-09-17 04:09:34 main:574] : INFO : Epoch 1864 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 1763.23 ms [2021-09-17 04:09:35 main:574] : INFO : Epoch 1865 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 1750.53 ms [2021-09-17 04:09:37 main:574] : INFO : Epoch 1866 | loss: 0.0312443 | val_loss: 0.0312439 | Time: 1736.12 ms [2021-09-17 04:09:39 main:574] : INFO : Epoch 1867 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 1751.46 ms [2021-09-17 04:09:41 main:574] : INFO : Epoch 1868 | loss: 0.0312453 | val_loss: 0.0312465 | Time: 1726.78 ms [2021-09-17 04:09:42 main:574] : INFO : Epoch 1869 | loss: 0.031244 | val_loss: 0.0312448 | Time: 1750.58 ms [2021-09-17 04:09:44 main:574] : INFO : Epoch 1870 | loss: 0.0312445 | val_loss: 0.031245 | Time: 1736.38 ms [2021-09-17 04:09:46 main:574] : INFO : Epoch 1871 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 1755 ms [2021-09-17 04:09:48 main:574] : INFO : Epoch 1872 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 1745.86 ms [2021-09-17 04:09:49 main:574] : INFO : Epoch 1873 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 1736.94 ms [2021-09-17 04:09:51 main:574] : INFO : Epoch 1874 | loss: 0.0312456 | val_loss: 0.0312486 | Time: 1750.93 ms [2021-09-17 04:09:53 main:574] : INFO : Epoch 1875 | loss: 0.0312454 | val_loss: 0.031245 | Time: 1736.11 ms [2021-09-17 04:09:55 main:574] : INFO : Epoch 1876 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 1758.34 ms [2021-09-17 04:09:56 main:574] : INFO : Epoch 1877 | loss: 0.0312453 | val_loss: 0.0312437 | Time: 1744.85 ms [2021-09-17 04:09:58 main:574] : INFO : Epoch 1878 | loss: 0.0312441 | val_loss: 0.0312439 | Time: 1749.29 ms [2021-09-17 04:10:00 main:574] : INFO : Epoch 1879 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 1742.12 ms [2021-09-17 04:10:02 main:574] : INFO : Epoch 1880 | loss: 0.0312441 | val_loss: 0.0312438 | Time: 1739.29 ms [2021-09-17 04:10:03 main:574] : INFO : Epoch 1881 | loss: 0.0312452 | val_loss: 0.0312489 | Time: 1750.79 ms [2021-09-17 04:10:05 main:574] : INFO : Epoch 1882 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1744.4 ms [2021-09-17 04:10:07 main:574] : INFO : Epoch 1883 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 1753.67 ms [2021-09-17 04:10:09 main:574] : INFO : Epoch 1884 | loss: 0.0312457 | val_loss: 0.0312495 | Time: 1743.35 ms [2021-09-17 04:10:10 main:574] : INFO : Epoch 1885 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 1751.07 ms [2021-09-17 04:10:12 main:574] : INFO : Epoch 1886 | loss: 0.0312439 | val_loss: 0.0312436 | Time: 1739.87 ms [2021-09-17 04:10:14 main:574] : INFO : Epoch 1887 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 1747.25 ms [2021-09-17 04:10:16 main:574] : INFO : Epoch 1888 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 1744.1 ms [2021-09-17 04:10:17 main:574] : INFO : Epoch 1889 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 1742.58 ms [2021-09-17 04:10:19 main:574] : INFO : Epoch 1890 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 1753.34 ms [2021-09-17 04:10:21 main:574] : INFO : Epoch 1891 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1752.31 ms [2021-09-17 04:10:23 main:574] : INFO : Epoch 1892 | loss: 0.0312458 | val_loss: 0.031244 | Time: 1756.79 ms [2021-09-17 04:10:24 main:574] : INFO : Epoch 1893 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 1744.31 ms [2021-09-17 04:10:26 main:574] : INFO : Epoch 1894 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 1766.16 ms [2021-09-17 04:10:28 main:574] : INFO : Epoch 1895 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1754.97 ms [2021-09-17 04:10:30 main:574] : INFO : Epoch 1896 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 1745.94 ms [2021-09-17 04:10:31 main:574] : INFO : Epoch 1897 | loss: 0.0312452 | val_loss: 0.0312472 | Time: 1765.21 ms [2021-09-17 04:10:33 main:574] : INFO : Epoch 1898 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1747.77 ms [2021-09-17 04:10:35 main:574] : INFO : Epoch 1899 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1763.24 ms [2021-09-17 04:10:37 main:574] : INFO : Epoch 1900 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1734.54 ms [2021-09-17 04:10:38 main:574] : INFO : Epoch 1901 | loss: 0.0312445 | val_loss: 0.0312456 | Time: 1760.47 ms [2021-09-17 04:10:40 main:574] : INFO : Epoch 1902 | loss: 0.0312441 | val_loss: 0.0312459 | Time: 1741.83 ms [2021-09-17 04:10:42 main:574] : INFO : Epoch 1903 | loss: 0.031246 | val_loss: 0.031247 | Time: 1750.46 ms [2021-09-17 04:10:44 main:574] : INFO : Epoch 1904 | loss: 0.0312455 | val_loss: 0.031249 | Time: 1746.96 ms [2021-09-17 04:10:45 main:574] : INFO : Epoch 1905 | loss: 0.0312453 | val_loss: 0.031244 | Time: 1744.62 ms [2021-09-17 04:10:47 main:574] : INFO : Epoch 1906 | loss: 0.0312454 | val_loss: 0.0312468 | Time: 1755.64 ms [2021-09-17 04:10:49 main:574] : INFO : Epoch 1907 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 1743.26 ms [2021-09-17 04:10:51 main:574] : INFO : Epoch 1908 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 1773.64 ms [2021-09-17 04:10:52 main:574] : INFO : Epoch 1909 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 1740.06 ms [2021-09-17 04:10:54 main:574] : INFO : Epoch 1910 | loss: 0.0312447 | val_loss: 0.0312484 | Time: 1758.19 ms [2021-09-17 04:10:56 main:574] : INFO : Epoch 1911 | loss: 0.0312445 | val_loss: 0.0312446 | Time: 1746.42 ms [2021-09-17 04:10:58 main:574] : INFO : Epoch 1912 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 1760.29 ms [2021-09-17 04:11:00 main:574] : INFO : Epoch 1913 | loss: 0.0312439 | val_loss: 0.0312459 | Time: 1749.86 ms [2021-09-17 04:11:01 main:574] : INFO : Epoch 1914 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 1752.23 ms [2021-09-17 04:11:03 main:574] : INFO : Epoch 1915 | loss: 0.031245 | val_loss: 0.0312437 | Time: 1755.94 ms [2021-09-17 04:11:05 main:574] : INFO : Epoch 1916 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 1747.08 ms [2021-09-17 04:11:07 main:574] : INFO : Epoch 1917 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 1752.81 ms [2021-09-17 04:11:08 main:574] : INFO : Epoch 1918 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1734.81 ms [2021-09-17 04:11:10 main:574] : INFO : Epoch 1919 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 1750.61 ms [2021-09-17 04:11:12 main:574] : INFO : Epoch 1920 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 1746.76 ms [2021-09-17 04:11:14 main:574] : INFO : Epoch 1921 | loss: 0.0312462 | val_loss: 0.0312445 | Time: 1751.88 ms [2021-09-17 04:11:15 main:574] : INFO : Epoch 1922 | loss: 0.0312451 | val_loss: 0.0312452 | Time: 1754.89 ms [2021-09-17 04:11:17 main:574] : INFO : Epoch 1923 | loss: 0.0312447 | val_loss: 0.0312464 | Time: 1746.14 ms [2021-09-17 04:11:19 main:574] : INFO : Epoch 1924 | loss: 0.031245 | val_loss: 0.0312442 | Time: 1758.78 ms [2021-09-17 04:11:21 main:574] : INFO : Epoch 1925 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 1737.95 ms [2021-09-17 04:11:22 main:574] : INFO : Epoch 1926 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 1754.93 ms [2021-09-17 04:11:24 main:574] : INFO : Epoch 1927 | loss: 0.0312453 | val_loss: 0.0312469 | Time: 1739.47 ms [2021-09-17 04:11:26 main:574] : INFO : Epoch 1928 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 1751.19 ms [2021-09-17 04:11:28 main:574] : INFO : Epoch 1929 | loss: 0.031247 | val_loss: 0.0312503 | Time: 1753.45 ms [2021-09-17 04:11:29 main:574] : INFO : Epoch 1930 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1752.71 ms [2021-09-17 04:11:31 main:574] : INFO : Epoch 1931 | loss: 0.0312462 | val_loss: 0.0312443 | Time: 1769.6 ms [2021-09-17 04:11:33 main:574] : INFO : Epoch 1932 | loss: 0.0312459 | val_loss: 0.0312494 | Time: 1742.78 ms [2021-09-17 04:11:35 main:574] : INFO : Epoch 1933 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1746.53 ms [2021-09-17 04:11:36 main:574] : INFO : Epoch 1934 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1736.17 ms [2021-09-17 04:11:38 main:574] : INFO : Epoch 1935 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 1772.7 ms [2021-09-17 04:11:40 main:574] : INFO : Epoch 1936 | loss: 0.0312463 | val_loss: 0.031244 | Time: 1745.65 ms [2021-09-17 04:11:42 main:574] : INFO : Epoch 1937 | loss: 0.0312448 | val_loss: 0.031245 | Time: 1748.48 ms [2021-09-17 04:11:43 main:574] : INFO : Epoch 1938 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1761.02 ms [2021-09-17 04:11:45 main:574] : INFO : Epoch 1939 | loss: 0.0312447 | val_loss: 0.031246 | Time: 1749.18 ms [2021-09-17 04:11:47 main:574] : INFO : Epoch 1940 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 1745.33 ms [2021-09-17 04:11:49 main:574] : INFO : Epoch 1941 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 1744.75 ms [2021-09-17 04:11:50 main:574] : INFO : Epoch 1942 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 1766.87 ms [2021-09-17 04:11:52 main:574] : INFO : Epoch 1943 | loss: 0.0312449 | val_loss: 0.0312472 | Time: 1749.45 ms [2021-09-17 04:11:54 main:574] : INFO : Epoch 1944 | loss: 0.0312469 | val_loss: 0.0312449 | Time: 1754.76 ms [2021-09-17 04:11:56 main:574] : INFO : Epoch 1945 | loss: 0.0312453 | val_loss: 0.031245 | Time: 1758.39 ms [2021-09-17 04:11:57 main:574] : INFO : Epoch 1946 | loss: 0.0312454 | val_loss: 0.0312463 | Time: 1748.43 ms [2021-09-17 04:11:59 main:574] : INFO : Epoch 1947 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1742.33 ms [2021-09-17 04:12:01 main:574] : INFO : Epoch 1948 | loss: 0.0312447 | val_loss: 0.0312483 | Time: 1741.04 ms [2021-09-17 04:12:03 main:574] : INFO : Epoch 1949 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 1753.81 ms [2021-09-17 04:12:04 main:574] : INFO : Epoch 1950 | loss: 0.031246 | val_loss: 0.0312461 | Time: 1738.68 ms [2021-09-17 04:12:06 main:574] : INFO : Epoch 1951 | loss: 0.0312453 | val_loss: 0.0312438 | Time: 1741.45 ms [2021-09-17 04:12:08 main:574] : INFO : Epoch 1952 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1744.81 ms [2021-09-17 04:12:10 main:574] : INFO : Epoch 1953 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 1756.25 ms [2021-09-17 04:12:11 main:574] : INFO : Epoch 1954 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1757.74 ms [2021-09-17 04:12:13 main:574] : INFO : Epoch 1955 | loss: 0.0312448 | val_loss: 0.0312477 | Time: 1737.94 ms [2021-09-17 04:12:15 main:574] : INFO : Epoch 1956 | loss: 0.0312451 | val_loss: 0.03125 | Time: 1741.52 ms [2021-09-17 04:12:17 main:574] : INFO : Epoch 1957 | loss: 0.0312483 | val_loss: 0.0312455 | Time: 1739.29 ms [2021-09-17 04:12:18 main:574] : INFO : Epoch 1958 | loss: 0.0312465 | val_loss: 0.031246 | Time: 1749.66 ms [2021-09-17 04:12:20 main:574] : INFO : Epoch 1959 | loss: 0.0312448 | val_loss: 0.0312493 | Time: 1749.5 ms [2021-09-17 04:12:22 main:574] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.0312592 | Time: 1748.17 ms [2021-09-17 04:12:24 main:574] : INFO : Epoch 1961 | loss: 0.0312503 | val_loss: 0.031247 | Time: 1749.73 ms [2021-09-17 04:12:25 main:574] : INFO : Epoch 1962 | loss: 0.0312442 | val_loss: 0.0312465 | Time: 1744.42 ms [2021-09-17 04:12:27 main:574] : INFO : Epoch 1963 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1751.85 ms [2021-09-17 04:12:29 main:574] : INFO : Epoch 1964 | loss: 0.0312443 | val_loss: 0.0312442 | Time: 1741.2 ms [2021-09-17 04:12:31 main:574] : INFO : Epoch 1965 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1753.03 ms [2021-09-17 04:12:32 main:574] : INFO : Epoch 1966 | loss: 0.0312449 | val_loss: 0.0312503 | Time: 1747.78 ms [2021-09-17 04:12:34 main:574] : INFO : Epoch 1967 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 1750.5 ms [2021-09-17 04:12:36 main:574] : INFO : Epoch 1968 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 1749.56 ms [2021-09-17 04:12:38 main:574] : INFO : Epoch 1969 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 1748.76 ms [2021-09-17 04:12:40 main:574] : INFO : Epoch 1970 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1754.01 ms [2021-09-17 04:12:41 main:574] : INFO : Epoch 1971 | loss: 0.0312453 | val_loss: 0.031245 | Time: 1753.95 ms [2021-09-17 04:12:43 main:574] : INFO : Epoch 1972 | loss: 0.0312451 | val_loss: 0.0312467 | Time: 1760.48 ms [2021-09-17 04:12:45 main:574] : INFO : Epoch 1973 | loss: 0.0312455 | val_loss: 0.0312489 | Time: 1746.63 ms [2021-09-17 04:12:47 main:574] : INFO : Epoch 1974 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 1753.82 ms [2021-09-17 04:12:48 main:574] : INFO : Epoch 1975 | loss: 0.0312457 | val_loss: 0.031246 | Time: 1750.14 ms [2021-09-17 04:12:50 main:574] : INFO : Epoch 1976 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1757.61 ms [2021-09-17 04:12:52 main:574] : INFO : Epoch 1977 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 1753.13 ms [2021-09-17 04:12:54 main:574] : INFO : Epoch 1978 | loss: 0.0312442 | val_loss: 0.0312458 | Time: 1759.22 ms [2021-09-17 04:12:55 main:574] : INFO : Epoch 1979 | loss: 0.0312448 | val_loss: 0.0312436 | Time: 1756.43 ms [2021-09-17 04:12:57 main:574] : INFO : Epoch 1980 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 1743.49 ms [2021-09-17 04:12:59 main:574] : INFO : Epoch 1981 | loss: 0.0312517 | val_loss: 0.031254 | Time: 1759.46 ms [2021-09-17 04:13:01 main:574] : INFO : Epoch 1982 | loss: 0.0312471 | val_loss: 0.0312447 | Time: 1757.93 ms [2021-09-17 04:13:02 main:574] : INFO : Epoch 1983 | loss: 0.0312458 | val_loss: 0.0312515 | Time: 1758.17 ms [2021-09-17 04:13:04 main:574] : INFO : Epoch 1984 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1757.37 ms [2021-09-17 04:13:06 main:574] : INFO : Epoch 1985 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 1743.09 ms [2021-09-17 04:13:08 main:574] : INFO : Epoch 1986 | loss: 0.0312448 | val_loss: 0.0312451 | Time: 1764.12 ms [2021-09-17 04:13:09 main:574] : INFO : Epoch 1987 | loss: 0.0312441 | val_loss: 0.031246 | Time: 1752.27 ms [2021-09-17 04:13:11 main:574] : INFO : Epoch 1988 | loss: 0.0312446 | val_loss: 0.0312445 | Time: 1771.72 ms [2021-09-17 04:13:13 main:574] : INFO : Epoch 1989 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 1749.6 ms [2021-09-17 04:13:15 main:574] : INFO : Epoch 1990 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1743.78 ms [2021-09-17 04:13:16 main:574] : INFO : Epoch 1991 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 1751.13 ms [2021-09-17 04:13:18 main:574] : INFO : Epoch 1992 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1753.33 ms [2021-09-17 04:13:20 main:574] : INFO : Epoch 1993 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1759.72 ms [2021-09-17 04:13:22 main:574] : INFO : Epoch 1994 | loss: 0.0312448 | val_loss: 0.0312476 | Time: 1753.76 ms [2021-09-17 04:13:23 main:574] : INFO : Epoch 1995 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 1754.83 ms [2021-09-17 04:13:25 main:574] : INFO : Epoch 1996 | loss: 0.0312438 | val_loss: 0.0312439 | Time: 1752.25 ms [2021-09-17 04:13:27 main:574] : INFO : Epoch 1997 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 1771.52 ms [2021-09-17 04:13:29 main:574] : INFO : Epoch 1998 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 1743.03 ms [2021-09-17 04:13:31 main:574] : INFO : Epoch 1999 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 1752.68 ms [2021-09-17 04:13:32 main:574] : INFO : Epoch 2000 | loss: 0.0312444 | val_loss: 0.031244 | Time: 1752.96 ms [2021-09-17 04:13:34 main:574] : INFO : Epoch 2001 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 1758.19 ms [2021-09-17 04:13:36 main:574] : INFO : Epoch 2002 | loss: 0.0312443 | val_loss: 0.0312465 | Time: 1750.78 ms [2021-09-17 04:13:38 main:574] : INFO : Epoch 2003 | loss: 0.0312444 | val_loss: 0.0312438 | Time: 1738.69 ms [2021-09-17 04:13:39 main:574] : INFO : Epoch 2004 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 1763.34 ms [2021-09-17 04:13:41 main:574] : INFO : Epoch 2005 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 1743.47 ms [2021-09-17 04:13:43 main:574] : INFO : Epoch 2006 | loss: 0.0312467 | val_loss: 0.0312435 | Time: 1752.17 ms [2021-09-17 04:13:45 main:574] : INFO : Epoch 2007 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 1750.97 ms [2021-09-17 04:13:46 main:574] : INFO : Epoch 2008 | loss: 0.0312446 | val_loss: 0.0312479 | Time: 1763.78 ms [2021-09-17 04:13:48 main:574] : INFO : Epoch 2009 | loss: 0.0312468 | val_loss: 0.031248 | Time: 1757.47 ms [2021-09-17 04:13:50 main:574] : INFO : Epoch 2010 | loss: 0.0312451 | val_loss: 0.0312448 | Time: 1748.2 ms [2021-09-17 04:13:52 main:574] : INFO : Epoch 2011 | loss: 0.0312454 | val_loss: 0.0312442 | Time: 1759.37 ms [2021-09-17 04:13:53 main:574] : INFO : Epoch 2012 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 1751.08 ms [2021-09-17 04:13:55 main:574] : INFO : Epoch 2013 | loss: 0.0312462 | val_loss: 0.031244 | Time: 1747.03 ms [2021-09-17 04:13:57 main:574] : INFO : Epoch 2014 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 1741.73 ms [2021-09-17 04:13:59 main:574] : INFO : Epoch 2015 | loss: 0.0312448 | val_loss: 0.0312476 | Time: 1743.56 ms [2021-09-17 04:14:00 main:574] : INFO : Epoch 2016 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 1742.66 ms [2021-09-17 04:14:02 main:574] : INFO : Epoch 2017 | loss: 0.0312471 | val_loss: 0.0312492 | Time: 1743.3 ms [2021-09-17 04:14:04 main:574] : INFO : Epoch 2018 | loss: 0.0312465 | val_loss: 0.031246 | Time: 1757.98 ms [2021-09-17 04:14:06 main:574] : INFO : Epoch 2019 | loss: 0.0312453 | val_loss: 0.0312447 | Time: 1737.85 ms [2021-09-17 04:14:07 main:574] : INFO : Epoch 2020 | loss: 0.0312437 | val_loss: 0.0312438 | Time: 1745.94 ms [2021-09-17 04:14:09 main:574] : INFO : Epoch 2021 | loss: 0.0312453 | val_loss: 0.0312469 | Time: 1738.73 ms [2021-09-17 04:14:11 main:574] : INFO : Epoch 2022 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1764.26 ms [2021-09-17 04:14:13 main:574] : INFO : Epoch 2023 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 1756.71 ms [2021-09-17 04:14:14 main:574] : INFO : Epoch 2024 | loss: 0.0312428 | val_loss: 0.0312449 | Time: 1749.67 ms [2021-09-17 04:14:16 main:574] : INFO : Epoch 2025 | loss: 0.0312434 | val_loss: 0.0312469 | Time: 1753.65 ms [2021-09-17 04:14:18 main:574] : INFO : Epoch 2026 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 1753.14 ms [2021-09-17 04:14:20 main:574] : INFO : Epoch 2027 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 1765.37 ms [2021-09-17 04:14:21 main:574] : INFO : Epoch 2028 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 1746.65 ms [2021-09-17 04:14:23 main:574] : INFO : Epoch 2029 | loss: 0.0312476 | val_loss: 0.0312508 | Time: 1754.29 ms [2021-09-17 04:14:25 main:574] : INFO : Epoch 2030 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 1742.41 ms [2021-09-17 04:14:27 main:574] : INFO : Epoch 2031 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 1743.31 ms [2021-09-17 04:14:28 main:574] : INFO : Epoch 2032 | loss: 0.0312448 | val_loss: 0.0312455 | Time: 1743.05 ms [2021-09-17 04:14:30 main:574] : INFO : Epoch 2033 | loss: 0.0312465 | val_loss: 0.0312494 | Time: 1745.97 ms [2021-09-17 04:14:32 main:574] : INFO : Epoch 2034 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 1750.31 ms [2021-09-17 04:14:34 main:574] : INFO : Epoch 2035 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1743.92 ms [2021-09-17 04:14:35 main:574] : INFO : Epoch 2036 | loss: 0.0312469 | val_loss: 0.0312489 | Time: 1751.8 ms [2021-09-17 04:14:37 main:574] : INFO : Epoch 2037 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 1737.48 ms [2021-09-17 04:14:39 main:574] : INFO : Epoch 2038 | loss: 0.031247 | val_loss: 0.0312476 | Time: 1758.7 ms [2021-09-17 04:14:41 main:574] : INFO : Epoch 2039 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 1744.29 ms [2021-09-17 04:14:42 main:574] : INFO : Epoch 2040 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 1738.55 ms [2021-09-17 04:14:44 main:574] : INFO : Epoch 2041 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 1747.23 ms [2021-09-17 04:14:46 main:574] : INFO : Epoch 2042 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1750.15 ms [2021-09-17 04:14:48 main:574] : INFO : Epoch 2043 | loss: 0.0312464 | val_loss: 0.0312489 | Time: 1741.13 ms [2021-09-17 04:14:49 main:574] : INFO : Epoch 2044 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 1755.26 ms [2021-09-17 04:14:51 main:574] : INFO : Epoch 2045 | loss: 0.031247 | val_loss: 0.0312472 | Time: 1750.07 ms [2021-09-17 04:14:53 main:574] : INFO : Epoch 2046 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 1755.14 ms [2021-09-17 04:14:55 main:574] : INFO : Epoch 2047 | loss: 0.031246 | val_loss: 0.0312492 | Time: 1751.45 ms [2021-09-17 04:14:57 main:574] : INFO : Epoch 2048 | loss: 0.031246 | val_loss: 0.0312482 | Time: 1744.15 ms [2021-09-17 04:14:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312482 [2021-09-17 04:14:57 main:603] : INFO : Saving end state to config to file [2021-09-17 04:14:57 main:608] : INFO : Success, exiting.. 04:14:57 (8004): 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)