Task 7690137
| Name | ParityModified-1630359145-21292-2_2 |
| Workunit | 5137205 |
| Created | 29 Sep 2021, 5:32:11 UTC |
| Sent | 29 Sep 2021, 7:43:09 UTC |
| Report deadline | 6 Oct 2021, 7:43:09 UTC |
| Received | 29 Sep 2021, 22:44:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 56 min 47 sec |
| CPU time | 55 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 1600.42 ms [2021-09-29 17:29:59 main:574] : INFO : Epoch 1543 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 1581.26 ms [2021-09-29 17:30:00 main:574] : INFO : Epoch 1544 | loss: 0.031246 | val_loss: 0.0312467 | Time: 1580.27 ms [2021-09-29 17:30:02 main:574] : INFO : Epoch 1545 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 1589.57 ms [2021-09-29 17:30:04 main:574] : INFO : Epoch 1546 | loss: 0.0312452 | val_loss: 0.0312479 | Time: 1607.77 ms [2021-09-29 17:30:05 main:574] : INFO : Epoch 1547 | loss: 0.031246 | val_loss: 0.0312467 | Time: 1605.74 ms [2021-09-29 17:30:07 main:574] : INFO : Epoch 1548 | loss: 0.0312459 | val_loss: 0.0312474 | Time: 1563.39 ms [2021-09-29 17:30:08 main:574] : INFO : Epoch 1549 | loss: 0.0312451 | val_loss: 0.0312482 | Time: 1588.23 ms [2021-09-29 17:30:10 main:574] : INFO : Epoch 1550 | loss: 0.0312452 | val_loss: 0.0312469 | Time: 1606.47 ms [2021-09-29 17:30:12 main:574] : INFO : Epoch 1551 | loss: 0.0312453 | val_loss: 0.031247 | Time: 1626.4 ms [2021-09-29 17:30:13 main:574] : INFO : Epoch 1552 | loss: 0.0312453 | val_loss: 0.0312469 | Time: 1608.9 ms [2021-09-29 17:30:15 main:574] : INFO : Epoch 1553 | loss: 0.031246 | val_loss: 0.0312466 | Time: 1575.2 ms [2021-09-29 17:30:16 main:574] : INFO : Epoch 1554 | loss: 0.0312455 | val_loss: 0.031247 | Time: 1581.65 ms [2021-09-29 17:30:18 main:574] : INFO : Epoch 1555 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 1595.04 ms [2021-09-29 17:30:20 main:574] : INFO : Epoch 1556 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 1592.02 ms [2021-09-29 17:30:21 main:574] : INFO : Epoch 1557 | loss: 0.0312453 | val_loss: 0.0312467 | Time: 1588.4 ms [2021-09-29 17:30:23 main:574] : INFO : Epoch 1558 | loss: 0.0312453 | val_loss: 0.0312465 | Time: 1555.47 ms [2021-09-29 17:30:24 main:574] : INFO : Epoch 1559 | loss: 0.031246 | val_loss: 0.0312458 | Time: 1569 ms [2021-09-29 17:30:26 main:574] : INFO : Epoch 1560 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 1618.51 ms [2021-09-29 17:30:28 main:574] : INFO : Epoch 1561 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 1579.71 ms [2021-09-29 17:30:29 main:574] : INFO : Epoch 1562 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 1604.35 ms [2021-09-29 17:30:31 main:574] : INFO : Epoch 1563 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 1588.79 ms [2021-09-29 17:30:32 main:574] : INFO : Epoch 1564 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1583.65 ms [2021-09-29 17:30:34 main:574] : INFO : Epoch 1565 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 1588.25 ms [2021-09-29 17:30:36 main:574] : INFO : Epoch 1566 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 1557.36 ms [2021-09-29 17:30:37 main:574] : INFO : Epoch 1567 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 1616.41 ms [2021-09-29 17:30:39 main:574] : INFO : Epoch 1568 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 1591.43 ms [2021-09-29 17:30:40 main:574] : INFO : Epoch 1569 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 1589.27 ms [2021-09-29 17:30:42 main:574] : INFO : Epoch 1570 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 1573.68 ms [2021-09-29 17:30:44 main:574] : INFO : Epoch 1571 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 1597.1 ms [2021-09-29 17:30:45 main:574] : INFO : Epoch 1572 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 1590.82 ms [2021-09-29 17:30:47 main:574] : INFO : Epoch 1573 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 1582.85 ms [2021-09-29 17:30:48 main:574] : INFO : Epoch 1574 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 1567.31 ms [2021-09-29 17:30:50 main:574] : INFO : Epoch 1575 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 1573.5 ms [2021-09-29 17:30:52 main:574] : INFO : Epoch 1576 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 1593.61 ms [2021-09-29 17:30:53 main:574] : INFO : Epoch 1577 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 1579.96 ms [2021-09-29 17:30:55 main:574] : INFO : Epoch 1578 | loss: 0.031246 | val_loss: 0.031245 | Time: 1573.85 ms [2021-09-29 17:30:56 main:574] : INFO : Epoch 1579 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 1591.24 ms [2021-09-29 17:30:58 main:574] : INFO : Epoch 1580 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 1584.75 ms [2021-09-29 17:30:59 main:574] : INFO : Epoch 1581 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 1594.53 ms [2021-09-29 17:31:01 main:574] : INFO : Epoch 1582 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 1605.21 ms [2021-09-29 17:31:03 main:574] : INFO : Epoch 1583 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 1580.6 ms [2021-09-29 17:31:04 main:574] : INFO : Epoch 1584 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 1575.2 ms [2021-09-29 17:31:06 main:574] : INFO : Epoch 1585 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 1601.52 ms [2021-09-29 17:31:07 main:574] : INFO : Epoch 1586 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 1583.03 ms [2021-09-29 17:31:09 main:574] : INFO : Epoch 1587 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 1618.27 ms [2021-09-29 17:31:11 main:574] : INFO : Epoch 1588 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 1575.31 ms [2021-09-29 17:31:12 main:574] : INFO : Epoch 1589 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 1555.28 ms [2021-09-29 17:31:14 main:574] : INFO : Epoch 1590 | loss: 0.031246 | val_loss: 0.0312448 | Time: 1585.95 ms [2021-09-29 17:31:15 main:574] : INFO : Epoch 1591 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 1604.71 ms [2021-09-29 17:31:17 main:574] : INFO : Epoch 1592 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1594.45 ms [2021-09-29 17:31:19 main:574] : INFO : Epoch 1593 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1606.89 ms [2021-09-29 17:31:20 main:574] : INFO : Epoch 1594 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1566.99 ms [2021-09-29 17:31:22 main:574] : INFO : Epoch 1595 | loss: 0.031248 | val_loss: 0.0312465 | Time: 1566.92 ms [2021-09-29 17:31:23 main:574] : INFO : Epoch 1596 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1619.83 ms [2021-09-29 17:31:25 main:574] : INFO : Epoch 1597 | loss: 0.0312465 | val_loss: 0.0312478 | Time: 1600.09 ms [2021-09-29 17:31:27 main:574] : INFO : Epoch 1598 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 1632.32 ms [2021-09-29 17:31:28 main:574] : INFO : Epoch 1599 | loss: 0.0312462 | val_loss: 0.031246 | Time: 1658.1 ms [2021-09-29 17:31:30 main:574] : INFO : Epoch 1600 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 1634.22 ms [2021-09-29 17:31:32 main:574] : INFO : Epoch 1601 | loss: 0.0312469 | val_loss: 0.0312445 | Time: 1638.49 ms [2021-09-29 17:31:33 main:574] : INFO : Epoch 1602 | loss: 0.031246 | val_loss: 0.0312458 | Time: 1646.85 ms [2021-09-29 17:31:35 main:574] : INFO : Epoch 1603 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 1599.19 ms [2021-09-29 17:31:37 main:574] : INFO : Epoch 1604 | loss: 0.0312467 | val_loss: 0.0312446 | Time: 1646.81 ms [2021-09-29 17:31:38 main:574] : INFO : Epoch 1605 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 1645.63 ms [2021-09-29 17:31:40 main:574] : INFO : Epoch 1606 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1617.42 ms [2021-09-29 17:31:41 main:574] : INFO : Epoch 1607 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 1641.55 ms [2021-09-29 17:31:43 main:574] : INFO : Epoch 1608 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 1663.48 ms [2021-09-29 17:31:45 main:574] : INFO : Epoch 1609 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1646.72 ms [2021-09-29 17:31:46 main:574] : INFO : Epoch 1610 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1644.16 ms [2021-09-29 17:31:48 main:574] : INFO : Epoch 1611 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 1621.59 ms [2021-09-29 17:31:50 main:574] : INFO : Epoch 1612 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1668.16 ms [2021-09-29 17:31:51 main:574] : INFO : Epoch 1613 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1639.13 ms [2021-09-29 17:31:53 main:574] : INFO : Epoch 1614 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1623.07 ms [2021-09-29 17:31:55 main:574] : INFO : Epoch 1615 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1639.84 ms [2021-09-29 17:31:56 main:574] : INFO : Epoch 1616 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1657.3 ms [2021-09-29 17:31:58 main:574] : INFO : Epoch 1617 | loss: 0.031246 | val_loss: 0.0312444 | Time: 1610.74 ms [2021-09-29 17:32:00 main:574] : INFO : Epoch 1618 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 1638.4 ms [2021-09-29 17:32:01 main:574] : INFO : Epoch 1619 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1640.15 ms [2021-09-29 17:32:03 main:574] : INFO : Epoch 1620 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1615.62 ms [2021-09-29 17:32:04 main:574] : INFO : Epoch 1621 | loss: 0.0312456 | val_loss: 0.0312448 | Time: 1623.43 ms [2021-09-29 17:32:06 main:574] : INFO : Epoch 1622 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 1630.69 ms [2021-09-29 17:32:08 main:574] : INFO : Epoch 1623 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 1642.84 ms [2021-09-29 17:32:09 main:574] : INFO : Epoch 1624 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1648.94 ms [2021-09-29 17:32:11 main:574] : INFO : Epoch 1625 | loss: 0.031246 | val_loss: 0.0312451 | Time: 1642.02 ms [2021-09-29 17:32:13 main:574] : INFO : Epoch 1626 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1653.7 ms [2021-09-29 17:32:14 main:574] : INFO : Epoch 1627 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1597.93 ms [2021-09-29 17:32:16 main:574] : INFO : Epoch 1628 | loss: 0.031246 | val_loss: 0.0312444 | Time: 1676.04 ms [2021-09-29 17:32:18 main:574] : INFO : Epoch 1629 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1615.42 ms [2021-09-29 17:32:19 main:574] : INFO : Epoch 1630 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 1595.86 ms [2021-09-29 17:32:21 main:574] : INFO : Epoch 1631 | loss: 0.031246 | val_loss: 0.0312445 | Time: 1637.65 ms [2021-09-29 17:32:22 main:574] : INFO : Epoch 1632 | loss: 0.0312462 | val_loss: 0.031247 | Time: 1624.31 ms [2021-09-29 17:32:24 main:574] : INFO : Epoch 1633 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 1628.77 ms [2021-09-29 17:32:26 main:574] : INFO : Epoch 1634 | loss: 0.0312482 | val_loss: 0.0312459 | Time: 1662.1 ms [2021-09-29 17:32:27 main:574] : INFO : Epoch 1635 | loss: 0.0312499 | val_loss: 0.0312462 | Time: 1630.35 ms [2021-09-29 17:32:29 main:574] : INFO : Epoch 1636 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 1650.88 ms [2021-09-29 17:32:31 main:574] : INFO : Epoch 1637 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 1631.5 ms [2021-09-29 17:32:32 main:574] : INFO : Epoch 1638 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 1609.32 ms [2021-09-29 17:32:34 main:574] : INFO : Epoch 1639 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 1630.35 ms [2021-09-29 17:32:36 main:574] : INFO : Epoch 1640 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1646.34 ms [2021-09-29 17:32:37 main:574] : INFO : Epoch 1641 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1630.46 ms [2021-09-29 17:32:39 main:574] : INFO : Epoch 1642 | loss: 0.0312472 | val_loss: 0.0312444 | Time: 1639.19 ms [2021-09-29 17:32:41 main:574] : INFO : Epoch 1643 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 1654.14 ms [2021-09-29 17:32:42 main:574] : INFO : Epoch 1644 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1645.53 ms [2021-09-29 17:32:44 main:574] : INFO : Epoch 1645 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 1625.97 ms [2021-09-29 17:32:45 main:574] : INFO : Epoch 1646 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1639.22 ms [2021-09-29 17:32:47 main:574] : INFO : Epoch 1647 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1629.89 ms [2021-09-29 17:32:49 main:574] : INFO : Epoch 1648 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 1626.85 ms [2021-09-29 17:32:50 main:574] : INFO : Epoch 1649 | loss: 0.0312478 | val_loss: 0.0312456 | Time: 1631.42 ms [2021-09-29 17:32:52 main:574] : INFO : Epoch 1650 | loss: 0.0312459 | val_loss: 0.0312442 | Time: 1639.6 ms [2021-09-29 17:32:54 main:574] : INFO : Epoch 1651 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 1628.09 ms [2021-09-29 17:32:55 main:574] : INFO : Epoch 1652 | loss: 0.031246 | val_loss: 0.0312451 | Time: 1625.49 ms [2021-09-29 17:32:57 main:574] : INFO : Epoch 1653 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1622.37 ms [2021-09-29 17:32:59 main:574] : INFO : Epoch 1654 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 1625.22 ms [2021-09-29 17:33:00 main:574] : INFO : Epoch 1655 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 1646.44 ms [2021-09-29 17:33:02 main:574] : INFO : Epoch 1656 | loss: 0.0312464 | val_loss: 0.0312445 | Time: 1648.27 ms [2021-09-29 17:33:04 main:574] : INFO : Epoch 1657 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 1656.7 ms [2021-09-29 17:33:05 main:574] : INFO : Epoch 1658 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 1624.82 ms [2021-09-29 17:33:07 main:574] : INFO : Epoch 1659 | loss: 0.0312473 | val_loss: 0.031244 | Time: 1637.2 ms [2021-09-29 17:33:08 main:574] : INFO : Epoch 1660 | loss: 0.0312461 | val_loss: 0.0312439 | Time: 1646.95 ms [2021-09-29 17:33:10 main:574] : INFO : Epoch 1661 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1708.45 ms [2021-09-29 17:33:12 main:574] : INFO : Epoch 1662 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 1652.66 ms [2021-09-29 17:33:14 main:574] : INFO : Epoch 1663 | loss: 0.0312474 | val_loss: 0.0312452 | Time: 1643.97 ms [2021-09-29 17:33:15 main:574] : INFO : Epoch 1664 | loss: 0.0312474 | val_loss: 0.0312445 | Time: 1606.83 ms [2021-09-29 17:33:17 main:574] : INFO : Epoch 1665 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1645.66 ms [2021-09-29 17:33:18 main:574] : INFO : Epoch 1666 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1665.06 ms [2021-09-29 17:33:20 main:574] : INFO : Epoch 1667 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1629.98 ms [2021-09-29 17:33:22 main:574] : INFO : Epoch 1668 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1640.11 ms [2021-09-29 17:33:23 main:574] : INFO : Epoch 1669 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1643.59 ms [2021-09-29 17:33:25 main:574] : INFO : Epoch 1670 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 1637.76 ms [2021-09-29 17:33:27 main:574] : INFO : Epoch 1671 | loss: 0.0312467 | val_loss: 0.031244 | Time: 1622.53 ms [2021-09-29 17:33:28 main:574] : INFO : Epoch 1672 | loss: 0.031246 | val_loss: 0.0312441 | Time: 1636.57 ms [2021-09-29 17:33:30 main:574] : INFO : Epoch 1673 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 1605.84 ms [2021-09-29 17:33:32 main:574] : INFO : Epoch 1674 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 1667.23 ms [2021-09-29 17:33:33 main:574] : INFO : Epoch 1675 | loss: 0.0312464 | val_loss: 0.0312442 | Time: 1620.69 ms [2021-09-29 17:33:35 main:574] : INFO : Epoch 1676 | loss: 0.0312455 | val_loss: 0.0312442 | Time: 1625.53 ms [2021-09-29 17:33:36 main:574] : INFO : Epoch 1677 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 1642.47 ms [2021-09-29 17:33:38 main:574] : INFO : Epoch 1678 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1640.29 ms [2021-09-29 17:33:40 main:574] : INFO : Epoch 1679 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1631.77 ms [2021-09-29 17:33:41 main:574] : INFO : Epoch 1680 | loss: 0.0312469 | val_loss: 0.0312444 | Time: 1636.16 ms [2021-09-29 17:33:43 main:574] : INFO : Epoch 1681 | loss: 0.0312462 | val_loss: 0.031244 | Time: 1616.73 ms [2021-09-29 17:33:45 main:574] : INFO : Epoch 1682 | loss: 0.0312468 | val_loss: 0.031246 | Time: 1628.85 ms [2021-09-29 17:33:46 main:574] : INFO : Epoch 1683 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 1623.38 ms [2021-09-29 17:33:48 main:574] : INFO : Epoch 1684 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 1649.76 ms [2021-09-29 17:33:50 main:574] : INFO : Epoch 1685 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1650.01 ms [2021-09-29 17:33:51 main:574] : INFO : Epoch 1686 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1629.91 ms [2021-09-29 17:33:53 main:574] : INFO : Epoch 1687 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 1637.22 ms [2021-09-29 17:33:55 main:574] : INFO : Epoch 1688 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 1637.13 ms [2021-09-29 17:33:56 main:574] : INFO : Epoch 1689 | loss: 0.0312466 | val_loss: 0.0312449 | Time: 1645.82 ms [2021-09-29 17:33:58 main:574] : INFO : Epoch 1690 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1643.14 ms [2021-09-29 17:33:59 main:574] : INFO : Epoch 1691 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1634.88 ms [2021-09-29 17:34:01 main:574] : INFO : Epoch 1692 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 1629.69 ms [2021-09-29 17:34:03 main:574] : INFO : Epoch 1693 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1632.39 ms [2021-09-29 17:34:04 main:574] : INFO : Epoch 1694 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1645.67 ms [2021-09-29 17:34:06 main:574] : INFO : Epoch 1695 | loss: 0.031246 | val_loss: 0.0312436 | Time: 1615.14 ms [2021-09-29 17:34:08 main:574] : INFO : Epoch 1696 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 1639.44 ms [2021-09-29 17:34:09 main:574] : INFO : Epoch 1697 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 1656.61 ms [2021-09-29 17:34:11 main:574] : INFO : Epoch 1698 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 1652.23 ms [2021-09-29 17:34:13 main:574] : INFO : Epoch 1699 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 1595.44 ms [2021-09-29 17:34:14 main:574] : INFO : Epoch 1700 | loss: 0.031246 | val_loss: 0.0312441 | Time: 1662.82 ms [2021-09-29 17:34:16 main:574] : INFO : Epoch 1701 | loss: 0.0312462 | val_loss: 0.0312439 | Time: 1643.21 ms [2021-09-29 17:34:18 main:574] : INFO : Epoch 1702 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 1627.64 ms [2021-09-29 17:34:19 main:574] : INFO : Epoch 1703 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 1617.53 ms [2021-09-29 17:34:21 main:574] : INFO : Epoch 1704 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 1604.91 ms [2021-09-29 17:34:22 main:574] : INFO : Epoch 1705 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1648.35 ms [2021-09-29 17:34:24 main:574] : INFO : Epoch 1706 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 1630.59 ms [2021-09-29 17:34:26 main:574] : INFO : Epoch 1707 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 1644.81 ms [2021-09-29 17:34:27 main:574] : INFO : Epoch 1708 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 1639.41 ms [2021-09-29 17:34:29 main:574] : INFO : Epoch 1709 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1629.69 ms [2021-09-29 17:34:31 main:574] : INFO : Epoch 1710 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1610.78 ms [2021-09-29 17:34:32 main:574] : INFO : Epoch 1711 | loss: 0.0312466 | val_loss: 0.0312447 | Time: 1614.74 ms [2021-09-29 17:34:34 main:574] : INFO : Epoch 1712 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 1634.39 ms [2021-09-29 17:34:36 main:574] : INFO : Epoch 1713 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1633.18 ms [2021-09-29 17:34:37 main:574] : INFO : Epoch 1714 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 1626.17 ms [2021-09-29 17:34:39 main:574] : INFO : Epoch 1715 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1654.49 ms [2021-09-29 17:34:40 main:574] : INFO : Epoch 1716 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1640.58 ms [2021-09-29 17:34:42 main:574] : INFO : Epoch 1717 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 1622.67 ms [2021-09-29 17:34:44 main:574] : INFO : Epoch 1718 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 1607.78 ms [2021-09-29 17:34:45 main:574] : INFO : Epoch 1719 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 1624.62 ms [2021-09-29 17:34:47 main:574] : INFO : Epoch 1720 | loss: 0.031246 | val_loss: 0.0312459 | Time: 1640.45 ms [2021-09-29 17:34:49 main:574] : INFO : Epoch 1721 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 1632.33 ms [2021-09-29 17:34:50 main:574] : INFO : Epoch 1722 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1616.56 ms [2021-09-29 17:34:52 main:574] : INFO : Epoch 1723 | loss: 0.0312459 | val_loss: 0.031247 | Time: 1643.36 ms [2021-09-29 17:34:54 main:574] : INFO : Epoch 1724 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 1636.03 ms [2021-09-29 17:34:55 main:574] : INFO : Epoch 1725 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 1622.25 ms [2021-09-29 17:34:57 main:574] : INFO : Epoch 1726 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1654.88 ms [2021-09-29 17:34:58 main:574] : INFO : Epoch 1727 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 1623.74 ms [2021-09-29 17:35:00 main:574] : INFO : Epoch 1728 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1665.78 ms [2021-09-29 17:35:02 main:574] : INFO : Epoch 1729 | loss: 0.0312484 | val_loss: 0.0312454 | Time: 1663.46 ms [2021-09-29 17:35:03 main:574] : INFO : Epoch 1730 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1652.99 ms [2021-09-29 17:35:05 main:574] : INFO : Epoch 1731 | loss: 0.0312466 | val_loss: 0.0312451 | Time: 1654.49 ms [2021-09-29 17:35:07 main:574] : INFO : Epoch 1732 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1626.47 ms [2021-09-29 17:35:08 main:574] : INFO : Epoch 1733 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 1633.78 ms [2021-09-29 17:35:10 main:574] : INFO : Epoch 1734 | loss: 0.031246 | val_loss: 0.0312454 | Time: 1629.65 ms [2021-09-29 17:35:12 main:574] : INFO : Epoch 1735 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 1642.67 ms [2021-09-29 17:35:13 main:574] : INFO : Epoch 1736 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1637.46 ms [2021-09-29 17:35:15 main:574] : INFO : Epoch 1737 | loss: 0.031246 | val_loss: 0.031246 | Time: 1631.83 ms [2021-09-29 17:35:17 main:574] : INFO : Epoch 1738 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1636.55 ms [2021-09-29 17:35:18 main:574] : INFO : Epoch 1739 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 1614.19 ms [2021-09-29 17:35:20 main:574] : INFO : Epoch 1740 | loss: 0.0312462 | val_loss: 0.0312489 | Time: 1616.62 ms [2021-09-29 17:35:22 main:574] : INFO : Epoch 1741 | loss: 0.0312467 | val_loss: 0.031249 | Time: 1637.87 ms [2021-09-29 17:35:23 main:574] : INFO : Epoch 1742 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 1635.02 ms [2021-09-29 17:35:25 main:574] : INFO : Epoch 1743 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 1614.78 ms [2021-09-29 17:35:26 main:574] : INFO : Epoch 1744 | loss: 0.031246 | val_loss: 0.0312459 | Time: 1622.79 ms [2021-09-29 17:35:28 main:574] : INFO : Epoch 1745 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 1648.69 ms [2021-09-29 17:35:30 main:574] : INFO : Epoch 1746 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 1662.94 ms [2021-09-29 17:35:31 main:574] : INFO : Epoch 1747 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 1619.54 ms [2021-09-29 17:35:33 main:574] : INFO : Epoch 1748 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 1647.03 ms [2021-09-29 17:35:35 main:574] : INFO : Epoch 1749 | loss: 0.0312466 | val_loss: 0.0312477 | Time: 1639.28 ms [2021-09-29 17:35:36 main:574] : INFO : Epoch 1750 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1630 ms [2021-09-29 17:35:38 main:574] : INFO : Epoch 1751 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 1651.48 ms [2021-09-29 17:35:40 main:574] : INFO : Epoch 1752 | loss: 0.031246 | val_loss: 0.031246 | Time: 1646.12 ms [2021-09-29 17:35:41 main:574] : INFO : Epoch 1753 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 1634.01 ms [2021-09-29 17:35:43 main:574] : INFO : Epoch 1754 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 1633.37 ms [2021-09-29 17:35:45 main:574] : INFO : Epoch 1755 | loss: 0.031247 | val_loss: 0.0312473 | Time: 1628.36 ms [2021-09-29 17:35:46 main:574] : INFO : Epoch 1756 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1621.27 ms [2021-09-29 17:35:48 main:574] : INFO : Epoch 1757 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 1624.71 ms [2021-09-29 17:35:49 main:574] : INFO : Epoch 1758 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 1626.1 ms [2021-09-29 17:35:51 main:574] : INFO : Epoch 1759 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 1633.95 ms [2021-09-29 17:35:53 main:574] : INFO : Epoch 1760 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 1629.26 ms [2021-09-29 17:35:54 main:574] : INFO : Epoch 1761 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 1610.88 ms [2021-09-29 17:35:56 main:574] : INFO : Epoch 1762 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1643.08 ms [2021-09-29 17:35:58 main:574] : INFO : Epoch 1763 | loss: 0.031246 | val_loss: 0.0312475 | Time: 1643.81 ms [2021-09-29 17:35:59 main:574] : INFO : Epoch 1764 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1634.95 ms [2021-09-29 17:36:01 main:574] : INFO : Epoch 1765 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 1636.68 ms [2021-09-29 17:36:03 main:574] : INFO : Epoch 1766 | loss: 0.031246 | val_loss: 0.031246 | Time: 1653.71 ms [2021-09-29 17:36:04 main:574] : INFO : Epoch 1767 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1641 ms [2021-09-29 17:36:06 main:574] : INFO : Epoch 1768 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1627.96 ms [2021-09-29 17:36:07 main:574] : INFO : Epoch 1769 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 1627.61 ms [2021-09-29 17:36:09 main:574] : INFO : Epoch 1770 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 1644.73 ms [2021-09-29 17:36:11 main:574] : INFO : Epoch 1771 | loss: 0.0312491 | val_loss: 0.0312471 | Time: 1595.98 ms [2021-09-29 17:36:12 main:574] : INFO : Epoch 1772 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 1663.4 ms [2021-09-29 17:36:14 main:574] : INFO : Epoch 1773 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 1625.03 ms [2021-09-29 17:36:16 main:574] : INFO : Epoch 1774 | loss: 0.0312462 | val_loss: 0.0312472 | Time: 1629.58 ms [2021-09-29 17:36:17 main:574] : INFO : Epoch 1775 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 1633.8 ms [2021-09-29 17:36:19 main:574] : INFO : Epoch 1776 | loss: 0.0312453 | val_loss: 0.0312475 | Time: 1638.07 ms [2021-09-29 17:36:21 main:574] : INFO : Epoch 1777 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 1645.62 ms [2021-09-29 17:36:22 main:574] : INFO : Epoch 1778 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 1594.72 ms [2021-09-29 17:36:24 main:574] : INFO : Epoch 1779 | loss: 0.031246 | val_loss: 0.0312459 | Time: 1652.32 ms [2021-09-29 17:36:26 main:574] : INFO : Epoch 1780 | loss: 0.031246 | val_loss: 0.0312458 | Time: 1654.66 ms [2021-09-29 17:36:27 main:574] : INFO : Epoch 1781 | loss: 0.031246 | val_loss: 0.0312457 | Time: 1613.24 ms [2021-09-29 17:36:29 main:574] : INFO : Epoch 1782 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1627.93 ms [2021-09-29 17:36:30 main:574] : INFO : Epoch 1783 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1635.92 ms [2021-09-29 17:36:32 main:574] : INFO : Epoch 1784 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 1628.04 ms [2021-09-29 17:36:34 main:574] : INFO : Epoch 1785 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1632.34 ms [2021-09-29 17:36:35 main:574] : INFO : Epoch 1786 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 1649.09 ms [2021-09-29 17:36:37 main:574] : INFO : Epoch 1787 | loss: 0.031246 | val_loss: 0.0312462 | Time: 1627.14 ms [2021-09-29 17:36:39 main:574] : INFO : Epoch 1788 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 1605.21 ms [2021-09-29 17:36:40 main:574] : INFO : Epoch 1789 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1656.18 ms [2021-09-29 17:36:42 main:574] : INFO : Epoch 1790 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 1623.5 ms [2021-09-29 17:36:44 main:574] : INFO : Epoch 1791 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 1648.8 ms [2021-09-29 17:36:45 main:574] : INFO : Epoch 1792 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 1634.99 ms [2021-09-29 17:36:47 main:574] : INFO : Epoch 1793 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 1634.79 ms [2021-09-29 17:36:48 main:574] : INFO : Epoch 1794 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 1652.89 ms [2021-09-29 17:36:50 main:574] : INFO : Epoch 1795 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1630.98 ms [2021-09-29 17:36:52 main:574] : INFO : Epoch 1796 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 1630.77 ms [2021-09-29 17:36:53 main:574] : INFO : Epoch 1797 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1626.11 ms [2021-09-29 17:36:55 main:574] : INFO : Epoch 1798 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 1650.45 ms [2021-09-29 17:36:57 main:574] : INFO : Epoch 1799 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 1666.37 ms [2021-09-29 17:36:58 main:574] : INFO : Epoch 1800 | loss: 0.031246 | val_loss: 0.0312457 | Time: 1630.76 ms [2021-09-29 17:37:00 main:574] : INFO : Epoch 1801 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 1624.55 ms [2021-09-29 17:37:02 main:574] : INFO : Epoch 1802 | loss: 0.0312455 | val_loss: 0.0312484 | Time: 1648.79 ms [2021-09-29 17:37:03 main:574] : INFO : Epoch 1803 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 1631.73 ms [2021-09-29 17:37:05 main:574] : INFO : Epoch 1804 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1619.9 ms [2021-09-29 17:37:07 main:574] : INFO : Epoch 1805 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 1623.68 ms [2021-09-29 17:37:08 main:574] : INFO : Epoch 1806 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 1623.83 ms [2021-09-29 17:37:10 main:574] : INFO : Epoch 1807 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 1635.3 ms [2021-09-29 17:37:11 main:574] : INFO : Epoch 1808 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 1616.24 ms [2021-09-29 17:37:13 main:574] : INFO : Epoch 1809 | loss: 0.0312454 | val_loss: 0.0312463 | Time: 1612.73 ms [2021-09-29 17:37:15 main:574] : INFO : Epoch 1810 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1632.47 ms [2021-09-29 17:37:16 main:574] : INFO : Epoch 1811 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 1657.34 ms [2021-09-29 17:37:18 main:574] : INFO : Epoch 1812 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 1638.63 ms [2021-09-29 17:37:20 main:574] : INFO : Epoch 1813 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 1611.07 ms [2021-09-29 17:37:21 main:574] : INFO : Epoch 1814 | loss: 0.0312452 | val_loss: 0.0312468 | Time: 1633.99 ms [2021-09-29 17:37:23 main:574] : INFO : Epoch 1815 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1632.64 ms [2021-09-29 17:37:25 main:574] : INFO : Epoch 1816 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 1632.4 ms [2021-09-29 17:37:26 main:574] : INFO : Epoch 1817 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 1712.06 ms [2021-09-29 17:37:28 main:574] : INFO : Epoch 1818 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 1664.68 ms [2021-09-29 17:37:30 main:574] : INFO : Epoch 1819 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1658.66 ms [2021-09-29 17:37:31 main:574] : INFO : Epoch 1820 | loss: 0.0312456 | val_loss: 0.0312479 | Time: 1607.7 ms [2021-09-29 17:37:33 main:574] : INFO : Epoch 1821 | loss: 0.0312466 | val_loss: 0.031247 | Time: 1629.63 ms [2021-09-29 17:37:34 main:574] : INFO : Epoch 1822 | loss: 0.0312453 | val_loss: 0.0312465 | Time: 1632.29 ms [2021-09-29 17:37:36 main:574] : INFO : Epoch 1823 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 1603.93 ms [2021-09-29 17:37:38 main:574] : INFO : Epoch 1824 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 1647.05 ms [2021-09-29 17:37:39 main:574] : INFO : Epoch 1825 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 1638.96 ms [2021-09-29 17:37:41 main:574] : INFO : Epoch 1826 | loss: 0.031246 | val_loss: 0.0312465 | Time: 1632.3 ms [2021-09-29 17:37:43 main:574] : INFO : Epoch 1827 | loss: 0.0312452 | val_loss: 0.0312463 | Time: 1656.57 ms [2021-09-29 17:37:44 main:574] : INFO : Epoch 1828 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 1609.65 ms [2021-09-29 17:37:46 main:574] : INFO : Epoch 1829 | loss: 0.0312458 | val_loss: 0.0312475 | Time: 1639.94 ms [2021-09-29 17:37:48 main:574] : INFO : Epoch 1830 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 1614.08 ms [2021-09-29 17:37:49 main:574] : INFO : Epoch 1831 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 1631.41 ms [2021-09-29 17:37:51 main:574] : INFO : Epoch 1832 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1619.22 ms [2021-09-29 17:37:53 main:574] : INFO : Epoch 1833 | loss: 0.0312473 | val_loss: 0.0312511 | Time: 1658.31 ms [2021-09-29 17:37:54 main:574] : INFO : Epoch 1834 | loss: 0.0312497 | val_loss: 0.031247 | Time: 1648.38 ms [2021-09-29 17:37:56 main:574] : INFO : Epoch 1835 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1651.96 ms [2021-09-29 17:37:57 main:574] : INFO : Epoch 1836 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 1642.44 ms [2021-09-29 17:37:59 main:574] : INFO : Epoch 1837 | loss: 0.031246 | val_loss: 0.031246 | Time: 1634.94 ms [2021-09-29 17:38:01 main:574] : INFO : Epoch 1838 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1640.76 ms [2021-09-29 17:38:02 main:574] : INFO : Epoch 1839 | loss: 0.0312467 | val_loss: 0.0312473 | Time: 1616.25 ms [2021-09-29 17:38:04 main:574] : INFO : Epoch 1840 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 1653.26 ms [2021-09-29 17:38:06 main:574] : INFO : Epoch 1841 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 1627.34 ms [2021-09-29 17:38:07 main:574] : INFO : Epoch 1842 | loss: 0.031246 | val_loss: 0.0312461 | Time: 1615.82 ms [2021-09-29 17:38:09 main:574] : INFO : Epoch 1843 | loss: 0.0312461 | val_loss: 0.031248 | Time: 1631.72 ms [2021-09-29 17:38:11 main:574] : INFO : Epoch 1844 | loss: 0.0312474 | val_loss: 0.0312502 | Time: 1614.61 ms [2021-09-29 17:38:12 main:574] : INFO : Epoch 1845 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 1653.59 ms [2021-09-29 17:38:14 main:574] : INFO : Epoch 1846 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 1647.72 ms [2021-09-29 17:38:15 main:574] : INFO : Epoch 1847 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 1585.07 ms [2021-09-29 17:38:17 main:574] : INFO : Epoch 1848 | loss: 0.0312467 | val_loss: 0.0312526 | Time: 1634.95 ms [2021-09-29 17:38:19 main:574] : INFO : Epoch 1849 | loss: 0.0312512 | val_loss: 0.0312475 | Time: 1620.71 ms [2021-09-29 17:38:20 main:574] : INFO : Epoch 1850 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 1650.65 ms [2021-09-29 17:38:22 main:574] : INFO : Epoch 1851 | loss: 0.031246 | val_loss: 0.0312473 | Time: 1640.69 ms [2021-09-29 17:38:24 main:574] : INFO : Epoch 1852 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 1619.96 ms [2021-09-29 17:38:25 main:574] : INFO : Epoch 1853 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1639.83 ms [2021-09-29 17:38:27 main:574] : INFO : Epoch 1854 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 1636.19 ms [2021-09-29 17:38:29 main:574] : INFO : Epoch 1855 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 1624.93 ms [2021-09-29 17:38:30 main:574] : INFO : Epoch 1856 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 1633.87 ms [2021-09-29 17:38:32 main:574] : INFO : Epoch 1857 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 1629.75 ms [2021-09-29 17:38:34 main:574] : INFO : Epoch 1858 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 1635.09 ms [2021-09-29 17:38:35 main:574] : INFO : Epoch 1859 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 1632.53 ms [2021-09-29 17:38:37 main:574] : INFO : Epoch 1860 | loss: 0.0312458 | val_loss: 0.031246 | Time: 1640.03 ms [2021-09-29 17:38:38 main:574] : INFO : Epoch 1861 | loss: 0.0312462 | val_loss: 0.0312476 | Time: 1631.02 ms [2021-09-29 17:38:40 main:574] : INFO : Epoch 1862 | loss: 0.031246 | val_loss: 0.0312459 | Time: 1651.84 ms [2021-09-29 17:38:42 main:574] : INFO : Epoch 1863 | loss: 0.031246 | val_loss: 0.0312467 | Time: 1625.7 ms [2021-09-29 17:38:43 main:574] : INFO : Epoch 1864 | loss: 0.031246 | val_loss: 0.0312456 | Time: 1654.95 ms [2021-09-29 17:38:45 main:574] : INFO : Epoch 1865 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 1634.13 ms [2021-09-29 17:38:47 main:574] : INFO : Epoch 1866 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 1639.88 ms [2021-09-29 17:38:48 main:574] : INFO : Epoch 1867 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 1636.85 ms [2021-09-29 17:38:50 main:574] : INFO : Epoch 1868 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 1624.58 ms [2021-09-29 17:38:52 main:574] : INFO : Epoch 1869 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 1613.65 ms [2021-09-29 17:38:53 main:574] : INFO : Epoch 1870 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 1620.48 ms [2021-09-29 17:38:55 main:574] : INFO : Epoch 1871 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 1639.25 ms [2021-09-29 17:38:56 main:574] : INFO : Epoch 1872 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 1653.17 ms [2021-09-29 17:38:58 main:574] : INFO : Epoch 1873 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 1642.8 ms [2021-09-29 17:39:00 main:574] : INFO : Epoch 1874 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 1627.27 ms [2021-09-29 17:39:01 main:574] : INFO : Epoch 1875 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1625.67 ms [2021-09-29 17:39:03 main:574] : INFO : Epoch 1876 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 1623.41 ms [2021-09-29 17:39:05 main:574] : INFO : Epoch 1877 | loss: 0.0312453 | val_loss: 0.0312488 | Time: 1646.74 ms [2021-09-29 17:39:06 main:574] : INFO : Epoch 1878 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 1632.74 ms [2021-09-29 17:39:08 main:574] : INFO : Epoch 1879 | loss: 0.0312469 | val_loss: 0.0312507 | Time: 1625.09 ms [2021-09-29 17:39:10 main:574] : INFO : Epoch 1880 | loss: 0.031247 | val_loss: 0.0312469 | Time: 1610.13 ms [2021-09-29 17:39:11 main:574] : INFO : Epoch 1881 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 1641.07 ms [2021-09-29 17:39:13 main:574] : INFO : Epoch 1882 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 1618.76 ms [2021-09-29 17:39:14 main:574] : INFO : Epoch 1883 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 1621.4 ms [2021-09-29 17:39:16 main:574] : INFO : Epoch 1884 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 1642.69 ms [2021-09-29 17:39:18 main:574] : INFO : Epoch 1885 | loss: 0.0312468 | val_loss: 0.0312497 | Time: 1625.92 ms [2021-09-29 17:39:19 main:574] : INFO : Epoch 1886 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 1634.38 ms [2021-09-29 17:39:21 main:574] : INFO : Epoch 1887 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 1640.41 ms [2021-09-29 17:39:23 main:574] : INFO : Epoch 1888 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 1633.95 ms [2021-09-29 17:39:24 main:574] : INFO : Epoch 1889 | loss: 0.0312468 | val_loss: 0.0312477 | Time: 1597.38 ms [2021-09-29 17:39:26 main:574] : INFO : Epoch 1890 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 1630.21 ms [2021-09-29 17:39:28 main:574] : INFO : Epoch 1891 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1632.93 ms [2021-09-29 17:39:29 main:574] : INFO : Epoch 1892 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1621.61 ms [2021-09-29 17:39:31 main:574] : INFO : Epoch 1893 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 1632.43 ms [2021-09-29 17:39:32 main:574] : INFO : Epoch 1894 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 1615.6 ms [2021-09-29 17:39:34 main:574] : INFO : Epoch 1895 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 1639.01 ms [2021-09-29 17:39:36 main:574] : INFO : Epoch 1896 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 1614.69 ms [2021-09-29 17:39:37 main:574] : INFO : Epoch 1897 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 1644.61 ms [2021-09-29 17:39:39 main:574] : INFO : Epoch 1898 | loss: 0.0312459 | val_loss: 0.0312479 | Time: 1639.16 ms [2021-09-29 17:39:41 main:574] : INFO : Epoch 1899 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 1661.4 ms [2021-09-29 17:39:42 main:574] : INFO : Epoch 1900 | loss: 0.031246 | val_loss: 0.0312472 | Time: 1624.29 ms [2021-09-29 17:39:44 main:574] : INFO : Epoch 1901 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 1639.41 ms [2021-09-29 17:39:46 main:574] : INFO : Epoch 1902 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 1614.76 ms [2021-09-29 17:39:47 main:574] : INFO : Epoch 1903 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 1660.71 ms [2021-09-29 17:39:49 main:574] : INFO : Epoch 1904 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 1655.19 ms [2021-09-29 17:39:51 main:574] : INFO : Epoch 1905 | loss: 0.031246 | val_loss: 0.031247 | Time: 1624.08 ms [2021-09-29 17:39:52 main:574] : INFO : Epoch 1906 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1612.42 ms [2021-09-29 17:39:54 main:574] : INFO : Epoch 1907 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 1637.86 ms [2021-09-29 17:39:55 main:574] : INFO : Epoch 1908 | loss: 0.0312458 | val_loss: 0.031249 | Time: 1609.8 ms [2021-09-29 17:39:57 main:574] : INFO : Epoch 1909 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 1644.89 ms [2021-09-29 17:39:59 main:574] : INFO : Epoch 1910 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 1613.53 ms [2021-09-29 17:40:00 main:574] : INFO : Epoch 1911 | loss: 0.0312476 | val_loss: 0.0312495 | Time: 1642.56 ms [2021-09-29 17:40:02 main:574] : INFO : Epoch 1912 | loss: 0.0312466 | val_loss: 0.031248 | Time: 1604.47 ms [2021-09-29 17:40:04 main:574] : INFO : Epoch 1913 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 1623.27 ms [2021-09-29 17:40:05 main:574] : INFO : Epoch 1914 | loss: 0.031246 | val_loss: 0.0312473 | Time: 1624.4 ms [2021-09-29 17:40:07 main:574] : INFO : Epoch 1915 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 1654.2 ms [2021-09-29 17:40:09 main:574] : INFO : Epoch 1916 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1622.41 ms [2021-09-29 17:40:10 main:574] : INFO : Epoch 1917 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 1634.94 ms [2021-09-29 17:40:12 main:574] : INFO : Epoch 1918 | loss: 0.0312454 | val_loss: 0.0312465 | Time: 1633.48 ms [2021-09-29 17:40:13 main:574] : INFO : Epoch 1919 | loss: 0.0312464 | val_loss: 0.0312488 | Time: 1632.31 ms [2021-09-29 17:40:15 main:574] : INFO : Epoch 1920 | loss: 0.0312457 | val_loss: 0.0312492 | Time: 1636.24 ms [2021-09-29 17:40:17 main:574] : INFO : Epoch 1921 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 1584.38 ms [2021-09-29 17:40:18 main:574] : INFO : Epoch 1922 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 1615.04 ms [2021-09-29 17:40:20 main:574] : INFO : Epoch 1923 | loss: 0.0312477 | val_loss: 0.0312494 | Time: 1664.34 ms [2021-09-29 17:40:22 main:574] : INFO : Epoch 1924 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 1608.1 ms [2021-09-29 17:40:23 main:574] : INFO : Epoch 1925 | loss: 0.0312468 | val_loss: 0.0312487 | Time: 1625.19 ms [2021-09-29 17:40:25 main:574] : INFO : Epoch 1926 | loss: 0.0312457 | val_loss: 0.0312486 | Time: 1640.3 ms [2021-09-29 17:40:27 main:574] : INFO : Epoch 1927 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 1672.44 ms [2021-09-29 17:40:28 main:574] : INFO : Epoch 1928 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 1631.98 ms [2021-09-29 17:40:30 main:574] : INFO : Epoch 1929 | loss: 0.0312471 | val_loss: 0.0312491 | Time: 1647.81 ms [2021-09-29 17:40:31 main:574] : INFO : Epoch 1930 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 1627.67 ms [2021-09-29 17:40:33 main:574] : INFO : Epoch 1931 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 1613.54 ms [2021-09-29 17:40:35 main:574] : INFO : Epoch 1932 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 1624.21 ms [2021-09-29 17:40:36 main:574] : INFO : Epoch 1933 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 1620.69 ms [2021-09-29 17:40:38 main:574] : INFO : Epoch 1934 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 1642.21 ms [2021-09-29 17:40:40 main:574] : INFO : Epoch 1935 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 1627.15 ms [2021-09-29 17:40:41 main:574] : INFO : Epoch 1936 | loss: 0.0312471 | val_loss: 0.031247 | Time: 1638.88 ms [2021-09-29 17:40:43 main:574] : INFO : Epoch 1937 | loss: 0.0312458 | val_loss: 0.0312474 | Time: 1637.89 ms [2021-09-29 17:40:45 main:574] : INFO : Epoch 1938 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 1658.74 ms [2021-09-29 17:40:46 main:574] : INFO : Epoch 1939 | loss: 0.031246 | val_loss: 0.031249 | Time: 1623.26 ms [2021-09-29 17:40:48 main:574] : INFO : Epoch 1940 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1640.05 ms [2021-09-29 17:40:49 main:574] : INFO : Epoch 1941 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 1632.15 ms [2021-09-29 17:40:51 main:574] : INFO : Epoch 1942 | loss: 0.0312458 | val_loss: 0.031247 | Time: 1639.56 ms [2021-09-29 17:40:53 main:574] : INFO : Epoch 1943 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 1641.6 ms [2021-09-29 17:40:54 main:574] : INFO : Epoch 1944 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 1655.57 ms [2021-09-29 17:40:56 main:574] : INFO : Epoch 1945 | loss: 0.0312456 | val_loss: 0.0312468 | Time: 1626.28 ms [2021-09-29 17:40:58 main:574] : INFO : Epoch 1946 | loss: 0.031247 | val_loss: 0.0312473 | Time: 1643.03 ms [2021-09-29 17:40:59 main:574] : INFO : Epoch 1947 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 1654.82 ms [2021-09-29 17:41:01 main:574] : INFO : Epoch 1948 | loss: 0.0312454 | val_loss: 0.031247 | Time: 1612.77 ms [2021-09-29 17:41:03 main:574] : INFO : Epoch 1949 | loss: 0.0312456 | val_loss: 0.031247 | Time: 1640.16 ms [2021-09-29 17:41:04 main:574] : INFO : Epoch 1950 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 1640.01 ms [2021-09-29 17:41:06 main:574] : INFO : Epoch 1951 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 1629.52 ms [2021-09-29 17:41:08 main:574] : INFO : Epoch 1952 | loss: 0.0312461 | val_loss: 0.0312484 | Time: 1630.22 ms [2021-09-29 17:41:09 main:574] : INFO : Epoch 1953 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1603.83 ms [2021-09-29 17:41:11 main:574] : INFO : Epoch 1954 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 1622.63 ms [2021-09-29 17:41:12 main:574] : INFO : Epoch 1955 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1641.33 ms [2021-09-29 17:41:14 main:574] : INFO : Epoch 1956 | loss: 0.0312456 | val_loss: 0.0312471 | Time: 1622.89 ms [2021-09-29 17:41:16 main:574] : INFO : Epoch 1957 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 1632.93 ms [2021-09-29 17:41:17 main:574] : INFO : Epoch 1958 | loss: 0.0312459 | val_loss: 0.0312478 | Time: 1597.39 ms [2021-09-29 17:41:19 main:574] : INFO : Epoch 1959 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 1637.65 ms [2021-09-29 17:41:21 main:574] : INFO : Epoch 1960 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 1634.39 ms [2021-09-29 17:41:22 main:574] : INFO : Epoch 1961 | loss: 0.0312458 | val_loss: 0.0312486 | Time: 1630.03 ms [2021-09-29 17:41:24 main:574] : INFO : Epoch 1962 | loss: 0.0312463 | val_loss: 0.0312487 | Time: 1640.87 ms [2021-09-29 17:41:26 main:574] : INFO : Epoch 1963 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 1649.66 ms [2021-09-29 17:41:27 main:574] : INFO : Epoch 1964 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 1648.47 ms [2021-09-29 17:41:29 main:574] : INFO : Epoch 1965 | loss: 0.0312462 | val_loss: 0.0312476 | Time: 1605.55 ms [2021-09-29 17:41:30 main:574] : INFO : Epoch 1966 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 1636.7 ms [2021-09-29 17:41:32 main:574] : INFO : Epoch 1967 | loss: 0.0312467 | val_loss: 0.0312492 | Time: 1650.49 ms [2021-09-29 17:41:34 main:574] : INFO : Epoch 1968 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1659.15 ms [2021-09-29 17:41:35 main:574] : INFO : Epoch 1969 | loss: 0.031247 | val_loss: 0.0312468 | Time: 1642.33 ms [2021-09-29 17:41:37 main:574] : INFO : Epoch 1970 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 1633.15 ms [2021-09-29 17:41:39 main:574] : INFO : Epoch 1971 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 1670.95 ms [2021-09-29 17:41:40 main:574] : INFO : Epoch 1972 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 1635.94 ms [2021-09-29 17:41:42 main:574] : INFO : Epoch 1973 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 1624.69 ms [2021-09-29 17:41:44 main:574] : INFO : Epoch 1974 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1641.56 ms [2021-09-29 17:41:45 main:574] : INFO : Epoch 1975 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 1649.38 ms [2021-09-29 17:41:47 main:574] : INFO : Epoch 1976 | loss: 0.0312502 | val_loss: 0.0312561 | Time: 1629.79 ms [2021-09-29 17:41:49 main:574] : INFO : Epoch 1977 | loss: 0.0313305 | val_loss: 0.0320345 | Time: 1636.31 ms [2021-09-29 17:41:50 main:574] : INFO : Epoch 1978 | loss: 0.0379785 | val_loss: 0.0324309 | Time: 1642.17 ms [2021-09-29 17:41:52 main:574] : INFO : Epoch 1979 | loss: 0.0323849 | val_loss: 0.0315029 | Time: 1610.31 ms [2021-09-29 17:41:54 main:574] : INFO : Epoch 1980 | loss: 0.0314223 | val_loss: 0.0313167 | Time: 1636.56 ms [2021-09-29 17:41:55 main:574] : INFO : Epoch 1981 | loss: 0.0312783 | val_loss: 0.0312571 | Time: 1637.65 ms [2021-09-29 17:41:57 main:574] : INFO : Epoch 1982 | loss: 0.0312538 | val_loss: 0.0312493 | Time: 1622.14 ms [2021-09-29 17:41:58 main:574] : INFO : Epoch 1983 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1613.57 ms [2021-09-29 17:42:00 main:574] : INFO : Epoch 1984 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1637.59 ms [2021-09-29 17:42:02 main:574] : INFO : Epoch 1985 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 1629.25 ms [2021-09-29 17:42:03 main:574] : INFO : Epoch 1986 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 1664.17 ms [2021-09-29 17:42:05 main:574] : INFO : Epoch 1987 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 1621.21 ms [2021-09-29 17:42:07 main:574] : INFO : Epoch 1988 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 1619.15 ms [2021-09-29 17:42:08 main:574] : INFO : Epoch 1989 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 1624.34 ms [2021-09-29 17:42:10 main:574] : INFO : Epoch 1990 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 1621.4 ms [2021-09-29 17:42:12 main:574] : INFO : Epoch 1991 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 1631.34 ms [2021-09-29 17:42:13 main:574] : INFO : Epoch 1992 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 1624.84 ms [2021-09-29 17:42:15 main:574] : INFO : Epoch 1993 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1628.82 ms [2021-09-29 17:42:16 main:574] : INFO : Epoch 1994 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1620.67 ms [2021-09-29 17:42:18 main:574] : INFO : Epoch 1995 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 1630.55 ms [2021-09-29 17:42:20 main:574] : INFO : Epoch 1996 | loss: 0.0312465 | val_loss: 0.031247 | Time: 1642.36 ms [2021-09-29 17:42:21 main:574] : INFO : Epoch 1997 | loss: 0.0312465 | val_loss: 0.031247 | Time: 1607.41 ms [2021-09-29 17:42:23 main:574] : INFO : Epoch 1998 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 1655.75 ms [2021-09-29 17:42:25 main:574] : INFO : Epoch 1999 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 1634.63 ms [2021-09-29 17:42:26 main:574] : INFO : Epoch 2000 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 1627.56 ms [2021-09-29 17:42:28 main:574] : INFO : Epoch 2001 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 1619.87 ms [2021-09-29 17:42:30 main:574] : INFO : Epoch 2002 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 1634.79 ms [2021-09-29 17:42:31 main:574] : INFO : Epoch 2003 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 1635.69 ms [2021-09-29 17:42:33 main:574] : INFO : Epoch 2004 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 1637.1 ms [2021-09-29 17:42:34 main:574] : INFO : Epoch 2005 | loss: 0.0312463 | val_loss: 0.0312478 | Time: 1611.56 ms [2021-09-29 17:42:36 main:574] : INFO : Epoch 2006 | loss: 0.0312468 | val_loss: 0.0312473 | Time: 1601.54 ms [2021-09-29 17:42:38 main:574] : INFO : Epoch 2007 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 1612.14 ms [2021-09-29 17:42:39 main:574] : INFO : Epoch 2008 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 1626.53 ms [2021-09-29 17:42:41 main:574] : INFO : Epoch 2009 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 1624.08 ms [2021-09-29 17:42:43 main:574] : INFO : Epoch 2010 | loss: 0.031246 | val_loss: 0.0312467 | Time: 1626.96 ms [2021-09-29 17:42:44 main:574] : INFO : Epoch 2011 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 1623.38 ms [2021-09-29 17:42:46 main:574] : INFO : Epoch 2012 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1655.01 ms [2021-09-29 17:42:48 main:574] : INFO : Epoch 2013 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 1647.39 ms [2021-09-29 17:42:49 main:574] : INFO : Epoch 2014 | loss: 0.031246 | val_loss: 0.0312464 | Time: 1618.44 ms [2021-09-29 17:42:51 main:574] : INFO : Epoch 2015 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 1648.31 ms [2021-09-29 17:42:52 main:574] : INFO : Epoch 2016 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 1630.78 ms [2021-09-29 17:42:54 main:574] : INFO : Epoch 2017 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 1614.4 ms [2021-09-29 17:42:56 main:574] : INFO : Epoch 2018 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 1634.1 ms [2021-09-29 17:42:57 main:574] : INFO : Epoch 2019 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1610.25 ms [2021-09-29 17:42:59 main:574] : INFO : Epoch 2020 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 1649.94 ms [2021-09-29 17:43:01 main:574] : INFO : Epoch 2021 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 1638.37 ms [2021-09-29 17:43:02 main:574] : INFO : Epoch 2022 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 1645.23 ms [2021-09-29 17:43:04 main:574] : INFO : Epoch 2023 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 1648.4 ms [2021-09-29 17:43:06 main:574] : INFO : Epoch 2024 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 1643.39 ms [2021-09-29 17:43:07 main:574] : INFO : Epoch 2025 | loss: 0.031246 | val_loss: 0.0312466 | Time: 1631.46 ms [2021-09-29 17:43:09 main:574] : INFO : Epoch 2026 | loss: 0.031246 | val_loss: 0.0312466 | Time: 1635.89 ms [2021-09-29 17:43:10 main:574] : INFO : Epoch 2027 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 1628.04 ms [2021-09-29 17:43:12 main:574] : INFO : Epoch 2028 | loss: 0.0312464 | val_loss: 0.0312476 | Time: 1653.46 ms [2021-09-29 17:43:14 main:574] : INFO : Epoch 2029 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1629.3 ms [2021-09-29 17:43:15 main:574] : INFO : Epoch 2030 | loss: 0.031246 | val_loss: 0.0312465 | Time: 1612.98 ms [2021-09-29 17:43:17 main:574] : INFO : Epoch 2031 | loss: 0.031246 | val_loss: 0.0312475 | Time: 1661.29 ms [2021-09-29 17:43:19 main:574] : INFO : Epoch 2032 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 1622.48 ms [2021-09-29 17:43:20 main:574] : INFO : Epoch 2033 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1627.66 ms [2021-09-29 17:43:22 main:574] : INFO : Epoch 2034 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1598.44 ms [2021-09-29 17:43:24 main:574] : INFO : Epoch 2035 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 1659.97 ms [2021-09-29 17:43:25 main:574] : INFO : Epoch 2036 | loss: 0.0312456 | val_loss: 0.0312466 | Time: 1612.18 ms [2021-09-29 17:43:27 main:574] : INFO : Epoch 2037 | loss: 0.0312457 | val_loss: 0.0312477 | Time: 1639.41 ms [2021-09-29 17:43:28 main:574] : INFO : Epoch 2038 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 1625.84 ms [2021-09-29 17:43:30 main:574] : INFO : Epoch 2039 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 1609.87 ms [2021-09-29 17:43:32 main:574] : INFO : Epoch 2040 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 1642.55 ms [2021-09-29 17:43:33 main:574] : INFO : Epoch 2041 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 1635.87 ms [2021-09-29 17:43:35 main:574] : INFO : Epoch 2042 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 1636.33 ms [2021-09-29 17:43:37 main:574] : INFO : Epoch 2043 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 1609.31 ms [2021-09-29 17:43:38 main:574] : INFO : Epoch 2044 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 1632.69 ms [2021-09-29 17:43:40 main:574] : INFO : Epoch 2045 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 1622.8 ms [2021-09-29 17:43:42 main:574] : INFO : Epoch 2046 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 1624.21 ms [2021-09-29 17:43:43 main:574] : INFO : Epoch 2047 | loss: 0.0312465 | val_loss: 0.0312497 | Time: 1612.95 ms [2021-09-29 17:43:45 main:574] : INFO : Epoch 2048 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 1600.19 ms [2021-09-29 17:43:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312471 [2021-09-29 17:43:45 main:603] : INFO : Saving end state to config to file [2021-09-29 17:43:45 main:608] : INFO : Success, exiting.. 17:43:45 (10024): 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)