Task 5250130
| Name | ParityModified-1619580917-6682-2_2 |
| Workunit | 3133606 |
| Created | 29 May 2021, 6:54:50 UTC |
| Sent | 29 May 2021, 8:26:09 UTC |
| Report deadline | 5 Jun 2021, 8:26:09 UTC |
| Received | 29 May 2021, 22:24:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 44 sec |
| CPU time | 55 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1538 | loss: 0.0312487 | val_loss: 0.0312463 | Time: 1639.44 ms [2021-05-29 18:10:31 main:581] : INFO : Epoch 1539 | loss: 0.0312477 | val_loss: 0.0312454 | Time: 1635.93 ms [2021-05-29 18:10:33 main:581] : INFO : Epoch 1540 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 1639.25 ms [2021-05-29 18:10:34 main:581] : INFO : Epoch 1541 | loss: 0.0312471 | val_loss: 0.0312449 | Time: 1635.39 ms [2021-05-29 18:10:36 main:581] : INFO : Epoch 1542 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 1628.36 ms [2021-05-29 18:10:38 main:581] : INFO : Epoch 1543 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1635.86 ms [2021-05-29 18:10:39 main:581] : INFO : Epoch 1544 | loss: 0.0312471 | val_loss: 0.0312455 | Time: 1632.18 ms [2021-05-29 18:10:41 main:581] : INFO : Epoch 1545 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 1628.57 ms [2021-05-29 18:10:43 main:581] : INFO : Epoch 1546 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 1635.43 ms [2021-05-29 18:10:44 main:581] : INFO : Epoch 1547 | loss: 0.0312474 | val_loss: 0.0312454 | Time: 1638.97 ms [2021-05-29 18:10:46 main:581] : INFO : Epoch 1548 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 1638.54 ms [2021-05-29 18:10:48 main:581] : INFO : Epoch 1549 | loss: 0.0312472 | val_loss: 0.0312453 | Time: 1645.89 ms [2021-05-29 18:10:49 main:581] : INFO : Epoch 1550 | loss: 0.0312475 | val_loss: 0.0312451 | Time: 1642.73 ms [2021-05-29 18:10:51 main:581] : INFO : Epoch 1551 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 1645.92 ms [2021-05-29 18:10:52 main:581] : INFO : Epoch 1552 | loss: 0.0312476 | val_loss: 0.0312456 | Time: 1634.41 ms [2021-05-29 18:10:54 main:581] : INFO : Epoch 1553 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 1636.83 ms [2021-05-29 18:10:56 main:581] : INFO : Epoch 1554 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 1636.34 ms [2021-05-29 18:10:57 main:581] : INFO : Epoch 1555 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 1627.41 ms [2021-05-29 18:10:59 main:581] : INFO : Epoch 1556 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 1636.32 ms [2021-05-29 18:11:01 main:581] : INFO : Epoch 1557 | loss: 0.0312473 | val_loss: 0.0312495 | Time: 1657.16 ms [2021-05-29 18:11:02 main:581] : INFO : Epoch 1558 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1639.03 ms [2021-05-29 18:11:04 main:581] : INFO : Epoch 1559 | loss: 0.0312477 | val_loss: 0.0312453 | Time: 1627.66 ms [2021-05-29 18:11:06 main:581] : INFO : Epoch 1560 | loss: 0.0312461 | val_loss: 0.0312501 | Time: 1634.14 ms [2021-05-29 18:11:07 main:581] : INFO : Epoch 1561 | loss: 0.0312473 | val_loss: 0.0312451 | Time: 1643.79 ms [2021-05-29 18:11:09 main:581] : INFO : Epoch 1562 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 1649.27 ms [2021-05-29 18:11:10 main:581] : INFO : Epoch 1563 | loss: 0.0312469 | val_loss: 0.031245 | Time: 1628.79 ms [2021-05-29 18:11:12 main:581] : INFO : Epoch 1564 | loss: 0.0312467 | val_loss: 0.0312448 | Time: 1619.38 ms [2021-05-29 18:11:14 main:581] : INFO : Epoch 1565 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1629.24 ms [2021-05-29 18:11:15 main:581] : INFO : Epoch 1566 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 1630.67 ms [2021-05-29 18:11:17 main:581] : INFO : Epoch 1567 | loss: 0.0312483 | val_loss: 0.0312458 | Time: 1627.96 ms [2021-05-29 18:11:19 main:581] : INFO : Epoch 1568 | loss: 0.0312489 | val_loss: 0.0312473 | Time: 1635.5 ms [2021-05-29 18:11:20 main:581] : INFO : Epoch 1569 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 1631.25 ms [2021-05-29 18:11:22 main:581] : INFO : Epoch 1570 | loss: 0.0312473 | val_loss: 0.0312452 | Time: 1627.63 ms [2021-05-29 18:11:23 main:581] : INFO : Epoch 1571 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1638.35 ms [2021-05-29 18:11:25 main:581] : INFO : Epoch 1572 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 1643.53 ms [2021-05-29 18:11:27 main:581] : INFO : Epoch 1573 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 1635.01 ms [2021-05-29 18:11:28 main:581] : INFO : Epoch 1574 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 1628.78 ms [2021-05-29 18:11:30 main:581] : INFO : Epoch 1575 | loss: 0.0312491 | val_loss: 0.0312466 | Time: 1633.36 ms [2021-05-29 18:11:32 main:581] : INFO : Epoch 1576 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1622.6 ms [2021-05-29 18:11:33 main:581] : INFO : Epoch 1577 | loss: 0.0312493 | val_loss: 0.0312463 | Time: 1628.04 ms [2021-05-29 18:11:35 main:581] : INFO : Epoch 1578 | loss: 0.0312491 | val_loss: 0.0312466 | Time: 1632.72 ms [2021-05-29 18:11:37 main:581] : INFO : Epoch 1579 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 1632.54 ms [2021-05-29 18:11:38 main:581] : INFO : Epoch 1580 | loss: 0.031247 | val_loss: 0.031246 | Time: 1632.54 ms [2021-05-29 18:11:40 main:581] : INFO : Epoch 1581 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 1619.64 ms [2021-05-29 18:11:41 main:581] : INFO : Epoch 1582 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 1627.36 ms [2021-05-29 18:11:43 main:581] : INFO : Epoch 1583 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 1643.95 ms [2021-05-29 18:11:45 main:581] : INFO : Epoch 1584 | loss: 0.0312462 | val_loss: 0.031245 | Time: 1646.02 ms [2021-05-29 18:11:46 main:581] : INFO : Epoch 1585 | loss: 0.0312481 | val_loss: 0.0312457 | Time: 1638.11 ms [2021-05-29 18:11:48 main:581] : INFO : Epoch 1586 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 1642.16 ms [2021-05-29 18:11:50 main:581] : INFO : Epoch 1587 | loss: 0.031247 | val_loss: 0.0312512 | Time: 1643.47 ms [2021-05-29 18:11:51 main:581] : INFO : Epoch 1588 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1637.07 ms [2021-05-29 18:11:53 main:581] : INFO : Epoch 1589 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1639.07 ms [2021-05-29 18:11:55 main:581] : INFO : Epoch 1590 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 1629.6 ms [2021-05-29 18:11:56 main:581] : INFO : Epoch 1591 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1604.07 ms [2021-05-29 18:11:58 main:581] : INFO : Epoch 1592 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1630.97 ms [2021-05-29 18:11:59 main:581] : INFO : Epoch 1593 | loss: 0.0312475 | val_loss: 0.031245 | Time: 1637.92 ms [2021-05-29 18:12:01 main:581] : INFO : Epoch 1594 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1644.02 ms [2021-05-29 18:12:03 main:581] : INFO : Epoch 1595 | loss: 0.0312487 | val_loss: 0.0312464 | Time: 1631.03 ms [2021-05-29 18:12:04 main:581] : INFO : Epoch 1596 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 1623.21 ms [2021-05-29 18:12:06 main:581] : INFO : Epoch 1597 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 1626.85 ms [2021-05-29 18:12:08 main:581] : INFO : Epoch 1598 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 1621.13 ms [2021-05-29 18:12:09 main:581] : INFO : Epoch 1599 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 1627.51 ms [2021-05-29 18:12:11 main:581] : INFO : Epoch 1600 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 1624.33 ms [2021-05-29 18:12:12 main:581] : INFO : Epoch 1601 | loss: 0.0312468 | val_loss: 0.0312452 | Time: 1628.54 ms [2021-05-29 18:12:14 main:581] : INFO : Epoch 1602 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 1637.2 ms [2021-05-29 18:12:16 main:581] : INFO : Epoch 1603 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 1633.62 ms [2021-05-29 18:12:17 main:581] : INFO : Epoch 1604 | loss: 0.0312473 | val_loss: 0.031245 | Time: 1632.7 ms [2021-05-29 18:12:19 main:581] : INFO : Epoch 1605 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 1627.27 ms [2021-05-29 18:12:21 main:581] : INFO : Epoch 1606 | loss: 0.0312469 | val_loss: 0.0312448 | Time: 1626.94 ms [2021-05-29 18:12:22 main:581] : INFO : Epoch 1607 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 1623.69 ms [2021-05-29 18:12:24 main:581] : INFO : Epoch 1608 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1626.06 ms [2021-05-29 18:12:25 main:581] : INFO : Epoch 1609 | loss: 0.031247 | val_loss: 0.031245 | Time: 1621.89 ms [2021-05-29 18:12:27 main:581] : INFO : Epoch 1610 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 1629.11 ms [2021-05-29 18:12:29 main:581] : INFO : Epoch 1611 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 1627.48 ms [2021-05-29 18:12:30 main:581] : INFO : Epoch 1612 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 1625.82 ms [2021-05-29 18:12:32 main:581] : INFO : Epoch 1613 | loss: 0.0312466 | val_loss: 0.0312498 | Time: 1629.76 ms [2021-05-29 18:12:34 main:581] : INFO : Epoch 1614 | loss: 0.0312486 | val_loss: 0.0312465 | Time: 1634.45 ms [2021-05-29 18:12:35 main:581] : INFO : Epoch 1615 | loss: 0.0312472 | val_loss: 0.0312454 | Time: 1628.51 ms [2021-05-29 18:12:37 main:581] : INFO : Epoch 1616 | loss: 0.0312471 | val_loss: 0.0312455 | Time: 1631.27 ms [2021-05-29 18:12:39 main:581] : INFO : Epoch 1617 | loss: 0.0312472 | val_loss: 0.0312454 | Time: 1626.54 ms [2021-05-29 18:12:40 main:581] : INFO : Epoch 1618 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1625.43 ms [2021-05-29 18:12:42 main:581] : INFO : Epoch 1619 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 1620.62 ms [2021-05-29 18:12:43 main:581] : INFO : Epoch 1620 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 1629.84 ms [2021-05-29 18:12:45 main:581] : INFO : Epoch 1621 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 1629.29 ms [2021-05-29 18:12:47 main:581] : INFO : Epoch 1622 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 1628.06 ms [2021-05-29 18:12:48 main:581] : INFO : Epoch 1623 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 1634.99 ms [2021-05-29 18:12:50 main:581] : INFO : Epoch 1624 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 1630.39 ms [2021-05-29 18:12:52 main:581] : INFO : Epoch 1625 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1636.17 ms [2021-05-29 18:12:53 main:581] : INFO : Epoch 1626 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 1625.68 ms [2021-05-29 18:12:55 main:581] : INFO : Epoch 1627 | loss: 0.0312476 | val_loss: 0.0312458 | Time: 1629.89 ms [2021-05-29 18:12:56 main:581] : INFO : Epoch 1628 | loss: 0.031246 | val_loss: 0.0312444 | Time: 1626.67 ms [2021-05-29 18:12:58 main:581] : INFO : Epoch 1629 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 1625.39 ms [2021-05-29 18:13:00 main:581] : INFO : Epoch 1630 | loss: 0.0312462 | val_loss: 0.0312528 | Time: 1629.8 ms [2021-05-29 18:13:01 main:581] : INFO : Epoch 1631 | loss: 0.0312499 | val_loss: 0.0312484 | Time: 1633.58 ms [2021-05-29 18:13:03 main:581] : INFO : Epoch 1632 | loss: 0.0312478 | val_loss: 0.0312449 | Time: 1624.72 ms [2021-05-29 18:13:05 main:581] : INFO : Epoch 1633 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 1622.55 ms [2021-05-29 18:13:06 main:581] : INFO : Epoch 1634 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 1631.76 ms [2021-05-29 18:13:08 main:581] : INFO : Epoch 1635 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 1627.22 ms [2021-05-29 18:13:09 main:581] : INFO : Epoch 1636 | loss: 0.0312467 | val_loss: 0.0312448 | Time: 1630.65 ms [2021-05-29 18:13:11 main:581] : INFO : Epoch 1637 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 1624.71 ms [2021-05-29 18:13:13 main:581] : INFO : Epoch 1638 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 1625.98 ms [2021-05-29 18:13:14 main:581] : INFO : Epoch 1639 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1616.43 ms [2021-05-29 18:13:16 main:581] : INFO : Epoch 1640 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 1631.69 ms [2021-05-29 18:13:18 main:581] : INFO : Epoch 1641 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 1632.65 ms [2021-05-29 18:13:19 main:581] : INFO : Epoch 1642 | loss: 0.0312462 | val_loss: 0.0312447 | Time: 1635.1 ms [2021-05-29 18:13:21 main:581] : INFO : Epoch 1643 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 1627.48 ms [2021-05-29 18:13:22 main:581] : INFO : Epoch 1644 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 1633.58 ms [2021-05-29 18:13:24 main:581] : INFO : Epoch 1645 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 1631.62 ms [2021-05-29 18:13:26 main:581] : INFO : Epoch 1646 | loss: 0.0312464 | val_loss: 0.0312488 | Time: 1637.67 ms [2021-05-29 18:13:27 main:581] : INFO : Epoch 1647 | loss: 0.0312476 | val_loss: 0.0312457 | Time: 1635.49 ms [2021-05-29 18:13:29 main:581] : INFO : Epoch 1648 | loss: 0.0312463 | val_loss: 0.0312442 | Time: 1637.94 ms [2021-05-29 18:13:31 main:581] : INFO : Epoch 1649 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 1629.43 ms [2021-05-29 18:13:32 main:581] : INFO : Epoch 1650 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 1633.24 ms [2021-05-29 18:13:34 main:581] : INFO : Epoch 1651 | loss: 0.0312479 | val_loss: 0.0312462 | Time: 1639.03 ms [2021-05-29 18:13:36 main:581] : INFO : Epoch 1652 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 1640.85 ms [2021-05-29 18:13:37 main:581] : INFO : Epoch 1653 | loss: 0.0312471 | val_loss: 0.0312453 | Time: 1639.25 ms [2021-05-29 18:13:39 main:581] : INFO : Epoch 1654 | loss: 0.0312467 | val_loss: 0.0312447 | Time: 1632.93 ms [2021-05-29 18:13:40 main:581] : INFO : Epoch 1655 | loss: 0.0312467 | val_loss: 0.031245 | Time: 1631.29 ms [2021-05-29 18:13:42 main:581] : INFO : Epoch 1656 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 1639 ms [2021-05-29 18:13:44 main:581] : INFO : Epoch 1657 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1637.53 ms [2021-05-29 18:13:45 main:581] : INFO : Epoch 1658 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1641.62 ms [2021-05-29 18:13:47 main:581] : INFO : Epoch 1659 | loss: 0.0312496 | val_loss: 0.0312475 | Time: 1641.41 ms [2021-05-29 18:13:49 main:581] : INFO : Epoch 1660 | loss: 0.0312469 | val_loss: 0.0312443 | Time: 1639.62 ms [2021-05-29 18:13:50 main:581] : INFO : Epoch 1661 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 1641.79 ms [2021-05-29 18:13:52 main:581] : INFO : Epoch 1662 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 1635.95 ms [2021-05-29 18:13:54 main:581] : INFO : Epoch 1663 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 1639.14 ms [2021-05-29 18:13:55 main:581] : INFO : Epoch 1664 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 1639.97 ms [2021-05-29 18:13:57 main:581] : INFO : Epoch 1665 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1639.36 ms [2021-05-29 18:13:59 main:581] : INFO : Epoch 1666 | loss: 0.0312475 | val_loss: 0.0312454 | Time: 1635.38 ms [2021-05-29 18:14:00 main:581] : INFO : Epoch 1667 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 1648.32 ms [2021-05-29 18:14:02 main:581] : INFO : Epoch 1668 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 1636.05 ms [2021-05-29 18:14:03 main:581] : INFO : Epoch 1669 | loss: 0.0312484 | val_loss: 0.0312504 | Time: 1644.02 ms [2021-05-29 18:14:05 main:581] : INFO : Epoch 1670 | loss: 0.0312484 | val_loss: 0.0312467 | Time: 1635.65 ms [2021-05-29 18:14:07 main:581] : INFO : Epoch 1671 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1638.53 ms [2021-05-29 18:14:08 main:581] : INFO : Epoch 1672 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 1635.92 ms [2021-05-29 18:14:10 main:581] : INFO : Epoch 1673 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 1640.22 ms [2021-05-29 18:14:12 main:581] : INFO : Epoch 1674 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 1640.84 ms [2021-05-29 18:14:13 main:581] : INFO : Epoch 1675 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1634.73 ms [2021-05-29 18:14:15 main:581] : INFO : Epoch 1676 | loss: 0.0312472 | val_loss: 0.031248 | Time: 1632.71 ms [2021-05-29 18:14:17 main:581] : INFO : Epoch 1677 | loss: 0.031247 | val_loss: 0.0312468 | Time: 1632.64 ms [2021-05-29 18:14:18 main:581] : INFO : Epoch 1678 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 1622.68 ms [2021-05-29 18:14:20 main:581] : INFO : Epoch 1679 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 1624.84 ms [2021-05-29 18:14:21 main:581] : INFO : Epoch 1680 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1615.27 ms [2021-05-29 18:14:23 main:581] : INFO : Epoch 1681 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1620.95 ms [2021-05-29 18:14:25 main:581] : INFO : Epoch 1682 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1628.64 ms [2021-05-29 18:14:26 main:581] : INFO : Epoch 1683 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 1616.96 ms [2021-05-29 18:14:28 main:581] : INFO : Epoch 1684 | loss: 0.0312474 | val_loss: 0.0312514 | Time: 1634.3 ms [2021-05-29 18:14:30 main:581] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312472 | Time: 1638.98 ms [2021-05-29 18:14:31 main:581] : INFO : Epoch 1686 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 1627.65 ms [2021-05-29 18:14:33 main:581] : INFO : Epoch 1687 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1633.63 ms [2021-05-29 18:14:34 main:581] : INFO : Epoch 1688 | loss: 0.0312483 | val_loss: 0.0312459 | Time: 1641.48 ms [2021-05-29 18:14:36 main:581] : INFO : Epoch 1689 | loss: 0.0312477 | val_loss: 0.031246 | Time: 1637.74 ms [2021-05-29 18:14:38 main:581] : INFO : Epoch 1690 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 1633.64 ms [2021-05-29 18:14:39 main:581] : INFO : Epoch 1691 | loss: 0.0312469 | val_loss: 0.0312447 | Time: 1642.86 ms [2021-05-29 18:14:41 main:581] : INFO : Epoch 1692 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 1643.58 ms [2021-05-29 18:14:43 main:581] : INFO : Epoch 1693 | loss: 0.0312475 | val_loss: 0.0312457 | Time: 1646.82 ms [2021-05-29 18:14:44 main:581] : INFO : Epoch 1694 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 1641.22 ms [2021-05-29 18:14:46 main:581] : INFO : Epoch 1695 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 1641.51 ms [2021-05-29 18:14:48 main:581] : INFO : Epoch 1696 | loss: 0.031246 | val_loss: 0.031247 | Time: 1646.32 ms [2021-05-29 18:14:49 main:581] : INFO : Epoch 1697 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 1638.88 ms [2021-05-29 18:14:51 main:581] : INFO : Epoch 1698 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 1639 ms [2021-05-29 18:14:52 main:581] : INFO : Epoch 1699 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 1637.75 ms [2021-05-29 18:14:54 main:581] : INFO : Epoch 1700 | loss: 0.031248 | val_loss: 0.031246 | Time: 1640.99 ms [2021-05-29 18:14:56 main:581] : INFO : Epoch 1701 | loss: 0.0312474 | val_loss: 0.0312535 | Time: 1638.36 ms [2021-05-29 18:14:57 main:581] : INFO : Epoch 1702 | loss: 0.0312502 | val_loss: 0.031248 | Time: 1641.79 ms [2021-05-29 18:14:59 main:581] : INFO : Epoch 1703 | loss: 0.031247 | val_loss: 0.0312452 | Time: 1641.69 ms [2021-05-29 18:15:01 main:581] : INFO : Epoch 1704 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1657.61 ms [2021-05-29 18:15:02 main:581] : INFO : Epoch 1705 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1645.51 ms [2021-05-29 18:15:04 main:581] : INFO : Epoch 1706 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 1641.67 ms [2021-05-29 18:15:06 main:581] : INFO : Epoch 1707 | loss: 0.0312465 | val_loss: 0.031245 | Time: 1639.02 ms [2021-05-29 18:15:07 main:581] : INFO : Epoch 1708 | loss: 0.0312473 | val_loss: 0.0312457 | Time: 1634.61 ms [2021-05-29 18:15:09 main:581] : INFO : Epoch 1709 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 1639.72 ms [2021-05-29 18:15:11 main:581] : INFO : Epoch 1710 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 1646.13 ms [2021-05-29 18:15:12 main:581] : INFO : Epoch 1711 | loss: 0.0312473 | val_loss: 0.0312451 | Time: 1638.56 ms [2021-05-29 18:15:14 main:581] : INFO : Epoch 1712 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 1642.49 ms [2021-05-29 18:15:15 main:581] : INFO : Epoch 1713 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 1646.32 ms [2021-05-29 18:15:17 main:581] : INFO : Epoch 1714 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 1644.71 ms [2021-05-29 18:15:19 main:581] : INFO : Epoch 1715 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 1647.08 ms [2021-05-29 18:15:20 main:581] : INFO : Epoch 1716 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1642.41 ms [2021-05-29 18:15:22 main:581] : INFO : Epoch 1717 | loss: 0.0312478 | val_loss: 0.0312501 | Time: 1642.48 ms [2021-05-29 18:15:24 main:581] : INFO : Epoch 1718 | loss: 0.0312483 | val_loss: 0.0312452 | Time: 1639.53 ms [2021-05-29 18:15:25 main:581] : INFO : Epoch 1719 | loss: 0.031246 | val_loss: 0.0312457 | Time: 1637.78 ms [2021-05-29 18:15:27 main:581] : INFO : Epoch 1720 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 1642.75 ms [2021-05-29 18:15:29 main:581] : INFO : Epoch 1721 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 1642.35 ms [2021-05-29 18:15:30 main:581] : INFO : Epoch 1722 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1637.02 ms [2021-05-29 18:15:32 main:581] : INFO : Epoch 1723 | loss: 0.0312485 | val_loss: 0.0312454 | Time: 1639.27 ms [2021-05-29 18:15:34 main:581] : INFO : Epoch 1724 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1647.69 ms [2021-05-29 18:15:35 main:581] : INFO : Epoch 1725 | loss: 0.0312467 | val_loss: 0.0312446 | Time: 1633.08 ms [2021-05-29 18:15:37 main:581] : INFO : Epoch 1726 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 1634.06 ms [2021-05-29 18:15:38 main:581] : INFO : Epoch 1727 | loss: 0.0312467 | val_loss: 0.0312493 | Time: 1628.01 ms [2021-05-29 18:15:40 main:581] : INFO : Epoch 1728 | loss: 0.031247 | val_loss: 0.0312456 | Time: 1641.96 ms [2021-05-29 18:15:42 main:581] : INFO : Epoch 1729 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 1629.01 ms [2021-05-29 18:15:43 main:581] : INFO : Epoch 1730 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 1629.31 ms [2021-05-29 18:15:45 main:581] : INFO : Epoch 1731 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 1630.94 ms [2021-05-29 18:15:47 main:581] : INFO : Epoch 1732 | loss: 0.0312475 | val_loss: 0.0312449 | Time: 1628.82 ms [2021-05-29 18:15:48 main:581] : INFO : Epoch 1733 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 1631.95 ms [2021-05-29 18:15:50 main:581] : INFO : Epoch 1734 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 1637.71 ms [2021-05-29 18:15:52 main:581] : INFO : Epoch 1735 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 1637.11 ms [2021-05-29 18:15:53 main:581] : INFO : Epoch 1736 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 1635.33 ms [2021-05-29 18:15:55 main:581] : INFO : Epoch 1737 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 1640 ms [2021-05-29 18:15:56 main:581] : INFO : Epoch 1738 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 1632.34 ms [2021-05-29 18:15:58 main:581] : INFO : Epoch 1739 | loss: 0.0312468 | val_loss: 0.0312464 | Time: 1627.55 ms [2021-05-29 18:16:00 main:581] : INFO : Epoch 1740 | loss: 0.0312491 | val_loss: 0.0312464 | Time: 1629.46 ms [2021-05-29 18:16:01 main:581] : INFO : Epoch 1741 | loss: 0.0312482 | val_loss: 0.0312538 | Time: 1629.14 ms [2021-05-29 18:16:03 main:581] : INFO : Epoch 1742 | loss: 0.03125 | val_loss: 0.0312473 | Time: 1634.03 ms [2021-05-29 18:16:05 main:581] : INFO : Epoch 1743 | loss: 0.0312474 | val_loss: 0.0312512 | Time: 1635.06 ms [2021-05-29 18:16:06 main:581] : INFO : Epoch 1744 | loss: 0.031249 | val_loss: 0.0312475 | Time: 1631.63 ms [2021-05-29 18:16:08 main:581] : INFO : Epoch 1745 | loss: 0.0312471 | val_loss: 0.0312521 | Time: 1620.46 ms [2021-05-29 18:16:09 main:581] : INFO : Epoch 1746 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 1624.31 ms [2021-05-29 18:16:11 main:581] : INFO : Epoch 1747 | loss: 0.0312483 | val_loss: 0.0312459 | Time: 1622.87 ms [2021-05-29 18:16:13 main:581] : INFO : Epoch 1748 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 1619.77 ms [2021-05-29 18:16:14 main:581] : INFO : Epoch 1749 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1614.31 ms [2021-05-29 18:16:16 main:581] : INFO : Epoch 1750 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 1618.6 ms [2021-05-29 18:16:18 main:581] : INFO : Epoch 1751 | loss: 0.0312481 | val_loss: 0.0312456 | Time: 1620.35 ms [2021-05-29 18:16:19 main:581] : INFO : Epoch 1752 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 1626.67 ms [2021-05-29 18:16:21 main:581] : INFO : Epoch 1753 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1616.31 ms [2021-05-29 18:16:22 main:581] : INFO : Epoch 1754 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 1625.51 ms [2021-05-29 18:16:24 main:581] : INFO : Epoch 1755 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 1620.92 ms [2021-05-29 18:16:26 main:581] : INFO : Epoch 1756 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1626.13 ms [2021-05-29 18:16:27 main:581] : INFO : Epoch 1757 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 1628.27 ms [2021-05-29 18:16:29 main:581] : INFO : Epoch 1758 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1625.07 ms [2021-05-29 18:16:31 main:581] : INFO : Epoch 1759 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 1626.31 ms [2021-05-29 18:16:32 main:581] : INFO : Epoch 1760 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 1627.89 ms [2021-05-29 18:16:34 main:581] : INFO : Epoch 1761 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 1628.89 ms [2021-05-29 18:16:35 main:581] : INFO : Epoch 1762 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 1614.66 ms [2021-05-29 18:16:37 main:581] : INFO : Epoch 1763 | loss: 0.0312477 | val_loss: 0.0312454 | Time: 1633.34 ms [2021-05-29 18:16:39 main:581] : INFO : Epoch 1764 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1635.3 ms [2021-05-29 18:16:40 main:581] : INFO : Epoch 1765 | loss: 0.0312458 | val_loss: 0.031245 | Time: 1629.67 ms [2021-05-29 18:16:42 main:581] : INFO : Epoch 1766 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 1633.95 ms [2021-05-29 18:16:44 main:581] : INFO : Epoch 1767 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 1628.95 ms [2021-05-29 18:16:45 main:581] : INFO : Epoch 1768 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 1629.18 ms [2021-05-29 18:16:47 main:581] : INFO : Epoch 1769 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 1630.69 ms [2021-05-29 18:16:48 main:581] : INFO : Epoch 1770 | loss: 0.0312473 | val_loss: 0.031245 | Time: 1637.15 ms [2021-05-29 18:16:50 main:581] : INFO : Epoch 1771 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 1629.03 ms [2021-05-29 18:16:52 main:581] : INFO : Epoch 1772 | loss: 0.0312474 | val_loss: 0.031252 | Time: 1631.65 ms [2021-05-29 18:16:53 main:581] : INFO : Epoch 1773 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1635.54 ms [2021-05-29 18:16:55 main:581] : INFO : Epoch 1774 | loss: 0.0312466 | val_loss: 0.0312446 | Time: 1632.5 ms [2021-05-29 18:16:57 main:581] : INFO : Epoch 1775 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 1630.91 ms [2021-05-29 18:16:58 main:581] : INFO : Epoch 1776 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 1630.12 ms [2021-05-29 18:17:00 main:581] : INFO : Epoch 1777 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1646.86 ms [2021-05-29 18:17:02 main:581] : INFO : Epoch 1778 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 1634.33 ms [2021-05-29 18:17:03 main:581] : INFO : Epoch 1779 | loss: 0.031246 | val_loss: 0.0312448 | Time: 1628.05 ms [2021-05-29 18:17:05 main:581] : INFO : Epoch 1780 | loss: 0.0312482 | val_loss: 0.0312515 | Time: 1630.92 ms [2021-05-29 18:17:06 main:581] : INFO : Epoch 1781 | loss: 0.031248 | val_loss: 0.0312452 | Time: 1634.15 ms [2021-05-29 18:17:08 main:581] : INFO : Epoch 1782 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 1636.16 ms [2021-05-29 18:17:10 main:581] : INFO : Epoch 1783 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 1636.89 ms [2021-05-29 18:17:11 main:581] : INFO : Epoch 1784 | loss: 0.0312473 | val_loss: 0.0312456 | Time: 1638.08 ms [2021-05-29 18:17:13 main:581] : INFO : Epoch 1785 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1640.76 ms [2021-05-29 18:17:15 main:581] : INFO : Epoch 1786 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 1625.76 ms [2021-05-29 18:17:16 main:581] : INFO : Epoch 1787 | loss: 0.0312456 | val_loss: 0.0312446 | Time: 1630.53 ms [2021-05-29 18:17:18 main:581] : INFO : Epoch 1788 | loss: 0.031246 | val_loss: 0.0312446 | Time: 1632.22 ms [2021-05-29 18:17:20 main:581] : INFO : Epoch 1789 | loss: 0.0312463 | val_loss: 0.0312497 | Time: 1631.45 ms [2021-05-29 18:17:21 main:581] : INFO : Epoch 1790 | loss: 0.0312489 | val_loss: 0.031246 | Time: 1627.65 ms [2021-05-29 18:17:23 main:581] : INFO : Epoch 1791 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1637.98 ms [2021-05-29 18:17:24 main:581] : INFO : Epoch 1792 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1627.98 ms [2021-05-29 18:17:26 main:581] : INFO : Epoch 1793 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 1629.27 ms [2021-05-29 18:17:28 main:581] : INFO : Epoch 1794 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1640.81 ms [2021-05-29 18:17:29 main:581] : INFO : Epoch 1795 | loss: 0.0312471 | val_loss: 0.0312449 | Time: 1633.67 ms [2021-05-29 18:17:31 main:581] : INFO : Epoch 1796 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 1635.35 ms [2021-05-29 18:17:33 main:581] : INFO : Epoch 1797 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 1635.59 ms [2021-05-29 18:17:34 main:581] : INFO : Epoch 1798 | loss: 0.0312489 | val_loss: 0.031246 | Time: 1633.25 ms [2021-05-29 18:17:36 main:581] : INFO : Epoch 1799 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 1635.21 ms [2021-05-29 18:17:37 main:581] : INFO : Epoch 1800 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 1628.03 ms [2021-05-29 18:17:39 main:581] : INFO : Epoch 1801 | loss: 0.0312477 | val_loss: 0.0312445 | Time: 1630.11 ms [2021-05-29 18:17:41 main:581] : INFO : Epoch 1802 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1623.36 ms [2021-05-29 18:17:42 main:581] : INFO : Epoch 1803 | loss: 0.0312484 | val_loss: 0.0312461 | Time: 1631.88 ms [2021-05-29 18:17:44 main:581] : INFO : Epoch 1804 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 1633.56 ms [2021-05-29 18:17:46 main:581] : INFO : Epoch 1805 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1636.33 ms [2021-05-29 18:17:47 main:581] : INFO : Epoch 1806 | loss: 0.0312472 | val_loss: 0.0312451 | Time: 1641.7 ms [2021-05-29 18:17:49 main:581] : INFO : Epoch 1807 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 1625.83 ms [2021-05-29 18:17:51 main:581] : INFO : Epoch 1808 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1631.73 ms [2021-05-29 18:17:52 main:581] : INFO : Epoch 1809 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 1629.49 ms [2021-05-29 18:17:54 main:581] : INFO : Epoch 1810 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 1630.76 ms [2021-05-29 18:17:55 main:581] : INFO : Epoch 1811 | loss: 0.0312462 | val_loss: 0.0312447 | Time: 1632.73 ms [2021-05-29 18:17:57 main:581] : INFO : Epoch 1812 | loss: 0.0312462 | val_loss: 0.0312476 | Time: 1635.27 ms [2021-05-29 18:17:59 main:581] : INFO : Epoch 1813 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1630.95 ms [2021-05-29 18:18:00 main:581] : INFO : Epoch 1814 | loss: 0.0312462 | val_loss: 0.0312443 | Time: 1648.97 ms [2021-05-29 18:18:02 main:581] : INFO : Epoch 1815 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 1639.31 ms [2021-05-29 18:18:04 main:581] : INFO : Epoch 1816 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 1633.21 ms [2021-05-29 18:18:05 main:581] : INFO : Epoch 1817 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 1631.93 ms [2021-05-29 18:18:07 main:581] : INFO : Epoch 1818 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1627.4 ms [2021-05-29 18:18:09 main:581] : INFO : Epoch 1819 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1633.48 ms [2021-05-29 18:18:10 main:581] : INFO : Epoch 1820 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 1629.2 ms [2021-05-29 18:18:12 main:581] : INFO : Epoch 1821 | loss: 0.031247 | val_loss: 0.031245 | Time: 1629.9 ms [2021-05-29 18:18:13 main:581] : INFO : Epoch 1822 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 1624.05 ms [2021-05-29 18:18:15 main:581] : INFO : Epoch 1823 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 1626.4 ms [2021-05-29 18:18:17 main:581] : INFO : Epoch 1824 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 1631.51 ms [2021-05-29 18:18:18 main:581] : INFO : Epoch 1825 | loss: 0.0312465 | val_loss: 0.0312445 | Time: 1635.19 ms [2021-05-29 18:18:20 main:581] : INFO : Epoch 1826 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1631.88 ms [2021-05-29 18:18:22 main:581] : INFO : Epoch 1827 | loss: 0.0312481 | val_loss: 0.0312456 | Time: 1634.94 ms [2021-05-29 18:18:23 main:581] : INFO : Epoch 1828 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1632.31 ms [2021-05-29 18:18:25 main:581] : INFO : Epoch 1829 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 1615.94 ms [2021-05-29 18:18:26 main:581] : INFO : Epoch 1830 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 1624.03 ms [2021-05-29 18:18:28 main:581] : INFO : Epoch 1831 | loss: 0.0312463 | val_loss: 0.0312485 | Time: 1626.34 ms [2021-05-29 18:18:30 main:581] : INFO : Epoch 1832 | loss: 0.0312468 | val_loss: 0.031245 | Time: 1628.29 ms [2021-05-29 18:18:31 main:581] : INFO : Epoch 1833 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 1629.27 ms [2021-05-29 18:18:33 main:581] : INFO : Epoch 1834 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 1632.8 ms [2021-05-29 18:18:35 main:581] : INFO : Epoch 1835 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1626.45 ms [2021-05-29 18:18:36 main:581] : INFO : Epoch 1836 | loss: 0.0312576 | val_loss: 0.0312515 | Time: 1631.84 ms [2021-05-29 18:18:38 main:581] : INFO : Epoch 1837 | loss: 0.0312497 | val_loss: 0.0312456 | Time: 1625.68 ms [2021-05-29 18:18:39 main:581] : INFO : Epoch 1838 | loss: 0.031247 | val_loss: 0.0312467 | Time: 1625.13 ms [2021-05-29 18:18:41 main:581] : INFO : Epoch 1839 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 1634.09 ms [2021-05-29 18:18:43 main:581] : INFO : Epoch 1840 | loss: 0.031247 | val_loss: 0.0312483 | Time: 1615.57 ms [2021-05-29 18:18:44 main:581] : INFO : Epoch 1841 | loss: 0.0312484 | val_loss: 0.0312448 | Time: 1626.66 ms [2021-05-29 18:18:46 main:581] : INFO : Epoch 1842 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 1630.12 ms [2021-05-29 18:18:48 main:581] : INFO : Epoch 1843 | loss: 0.0312472 | val_loss: 0.0312449 | Time: 1617.82 ms [2021-05-29 18:18:49 main:581] : INFO : Epoch 1844 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 1612.82 ms [2021-05-29 18:18:51 main:581] : INFO : Epoch 1845 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1629.49 ms [2021-05-29 18:18:52 main:581] : INFO : Epoch 1846 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 1634.14 ms [2021-05-29 18:18:54 main:581] : INFO : Epoch 1847 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1616.74 ms [2021-05-29 18:18:56 main:581] : INFO : Epoch 1848 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 1629.51 ms [2021-05-29 18:18:57 main:581] : INFO : Epoch 1849 | loss: 0.031246 | val_loss: 0.0312446 | Time: 1629.66 ms [2021-05-29 18:18:59 main:581] : INFO : Epoch 1850 | loss: 0.0312459 | val_loss: 0.0312442 | Time: 1640.82 ms [2021-05-29 18:19:01 main:581] : INFO : Epoch 1851 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 1639.91 ms [2021-05-29 18:19:02 main:581] : INFO : Epoch 1852 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 1639.38 ms [2021-05-29 18:19:04 main:581] : INFO : Epoch 1853 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 1623.18 ms [2021-05-29 18:19:06 main:581] : INFO : Epoch 1854 | loss: 0.0312463 | val_loss: 0.031246 | Time: 1627.68 ms [2021-05-29 18:19:07 main:581] : INFO : Epoch 1855 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 1624.31 ms [2021-05-29 18:19:09 main:581] : INFO : Epoch 1856 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 1633.47 ms [2021-05-29 18:19:10 main:581] : INFO : Epoch 1857 | loss: 0.031247 | val_loss: 0.0312454 | Time: 1622.26 ms [2021-05-29 18:19:12 main:581] : INFO : Epoch 1858 | loss: 0.031247 | val_loss: 0.0312459 | Time: 1616.95 ms [2021-05-29 18:19:14 main:581] : INFO : Epoch 1859 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1635.89 ms [2021-05-29 18:19:15 main:581] : INFO : Epoch 1860 | loss: 0.0312474 | val_loss: 0.0312449 | Time: 1632.11 ms [2021-05-29 18:19:17 main:581] : INFO : Epoch 1861 | loss: 0.0312462 | val_loss: 0.0312447 | Time: 1625.76 ms [2021-05-29 18:19:19 main:581] : INFO : Epoch 1862 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 1631.66 ms [2021-05-29 18:19:20 main:581] : INFO : Epoch 1863 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 1633.97 ms [2021-05-29 18:19:22 main:581] : INFO : Epoch 1864 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 1635.61 ms [2021-05-29 18:19:23 main:581] : INFO : Epoch 1865 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 1627.44 ms [2021-05-29 18:19:25 main:581] : INFO : Epoch 1866 | loss: 0.0312466 | val_loss: 0.0312445 | Time: 1606.42 ms [2021-05-29 18:19:27 main:581] : INFO : Epoch 1867 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 1616.33 ms [2021-05-29 18:19:28 main:581] : INFO : Epoch 1868 | loss: 0.0312468 | val_loss: 0.0312481 | Time: 1619.16 ms [2021-05-29 18:19:30 main:581] : INFO : Epoch 1869 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 1636.93 ms [2021-05-29 18:19:32 main:581] : INFO : Epoch 1870 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 1635.7 ms [2021-05-29 18:19:33 main:581] : INFO : Epoch 1871 | loss: 0.0312474 | val_loss: 0.0312452 | Time: 1645.29 ms [2021-05-29 18:19:35 main:581] : INFO : Epoch 1872 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 1651.42 ms [2021-05-29 18:19:36 main:581] : INFO : Epoch 1873 | loss: 0.0312465 | val_loss: 0.0312478 | Time: 1645.88 ms [2021-05-29 18:19:38 main:581] : INFO : Epoch 1874 | loss: 0.031248 | val_loss: 0.0312468 | Time: 1633.52 ms [2021-05-29 18:19:40 main:581] : INFO : Epoch 1875 | loss: 0.0312468 | val_loss: 0.0312472 | Time: 1640.83 ms [2021-05-29 18:19:41 main:581] : INFO : Epoch 1876 | loss: 0.0312466 | val_loss: 0.0312444 | Time: 1632.63 ms [2021-05-29 18:19:43 main:581] : INFO : Epoch 1877 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1629.25 ms [2021-05-29 18:19:45 main:581] : INFO : Epoch 1878 | loss: 0.0312462 | val_loss: 0.0312445 | Time: 1617.66 ms [2021-05-29 18:19:46 main:581] : INFO : Epoch 1879 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 1620.32 ms [2021-05-29 18:19:48 main:581] : INFO : Epoch 1880 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1628.24 ms [2021-05-29 18:19:50 main:581] : INFO : Epoch 1881 | loss: 0.0312486 | val_loss: 0.0312466 | Time: 1629.68 ms [2021-05-29 18:19:51 main:581] : INFO : Epoch 1882 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 1619.33 ms [2021-05-29 18:19:53 main:581] : INFO : Epoch 1883 | loss: 0.0312468 | val_loss: 0.0312446 | Time: 1631.77 ms [2021-05-29 18:19:54 main:581] : INFO : Epoch 1884 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 1606.07 ms [2021-05-29 18:19:56 main:581] : INFO : Epoch 1885 | loss: 0.031246 | val_loss: 0.0312463 | Time: 1608.81 ms [2021-05-29 18:19:58 main:581] : INFO : Epoch 1886 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 1631.88 ms [2021-05-29 18:19:59 main:581] : INFO : Epoch 1887 | loss: 0.031246 | val_loss: 0.0312495 | Time: 1633.26 ms [2021-05-29 18:20:01 main:581] : INFO : Epoch 1888 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1643.61 ms [2021-05-29 18:20:03 main:581] : INFO : Epoch 1889 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 1632.3 ms [2021-05-29 18:20:04 main:581] : INFO : Epoch 1890 | loss: 0.0312478 | val_loss: 0.0312445 | Time: 1625.68 ms [2021-05-29 18:20:06 main:581] : INFO : Epoch 1891 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 1624.81 ms [2021-05-29 18:20:07 main:581] : INFO : Epoch 1892 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 1622.15 ms [2021-05-29 18:20:09 main:581] : INFO : Epoch 1893 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 1625.71 ms [2021-05-29 18:20:11 main:581] : INFO : Epoch 1894 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 1622.79 ms [2021-05-29 18:20:12 main:581] : INFO : Epoch 1895 | loss: 0.0312468 | val_loss: 0.031247 | Time: 1618.39 ms [2021-05-29 18:20:14 main:581] : INFO : Epoch 1896 | loss: 0.0312464 | val_loss: 0.0312445 | Time: 1626.32 ms [2021-05-29 18:20:16 main:581] : INFO : Epoch 1897 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1617.12 ms [2021-05-29 18:20:17 main:581] : INFO : Epoch 1898 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 1625.7 ms [2021-05-29 18:20:19 main:581] : INFO : Epoch 1899 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 1626.09 ms [2021-05-29 18:20:20 main:581] : INFO : Epoch 1900 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 1629.18 ms [2021-05-29 18:20:22 main:581] : INFO : Epoch 1901 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 1625.85 ms [2021-05-29 18:20:24 main:581] : INFO : Epoch 1902 | loss: 0.0312471 | val_loss: 0.0312462 | Time: 1619.85 ms [2021-05-29 18:20:25 main:581] : INFO : Epoch 1903 | loss: 0.0312471 | val_loss: 0.0312457 | Time: 1622.39 ms [2021-05-29 18:20:27 main:581] : INFO : Epoch 1904 | loss: 0.0312466 | val_loss: 0.0312448 | Time: 1615.24 ms [2021-05-29 18:20:28 main:581] : INFO : Epoch 1905 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1620.26 ms [2021-05-29 18:20:30 main:581] : INFO : Epoch 1906 | loss: 0.0312476 | val_loss: 0.0312443 | Time: 1615.6 ms [2021-05-29 18:20:32 main:581] : INFO : Epoch 1907 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 1613.5 ms [2021-05-29 18:20:33 main:581] : INFO : Epoch 1908 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 1626.15 ms [2021-05-29 18:20:35 main:581] : INFO : Epoch 1909 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 1622.42 ms [2021-05-29 18:20:37 main:581] : INFO : Epoch 1910 | loss: 0.0312469 | val_loss: 0.0312445 | Time: 1631.4 ms [2021-05-29 18:20:38 main:581] : INFO : Epoch 1911 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 1618.93 ms [2021-05-29 18:20:40 main:581] : INFO : Epoch 1912 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 1628.03 ms [2021-05-29 18:20:41 main:581] : INFO : Epoch 1913 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 1636.37 ms [2021-05-29 18:20:43 main:581] : INFO : Epoch 1914 | loss: 0.0312477 | val_loss: 0.0312447 | Time: 1609.42 ms [2021-05-29 18:20:45 main:581] : INFO : Epoch 1915 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 1630.91 ms [2021-05-29 18:20:46 main:581] : INFO : Epoch 1916 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 1627.4 ms [2021-05-29 18:20:48 main:581] : INFO : Epoch 1917 | loss: 0.0312479 | val_loss: 0.0312448 | Time: 1615.85 ms [2021-05-29 18:20:50 main:581] : INFO : Epoch 1918 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 1634.71 ms [2021-05-29 18:20:51 main:581] : INFO : Epoch 1919 | loss: 0.0312475 | val_loss: 0.0312449 | Time: 1636.11 ms [2021-05-29 18:20:53 main:581] : INFO : Epoch 1920 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1641.27 ms [2021-05-29 18:20:55 main:581] : INFO : Epoch 1921 | loss: 0.031251 | val_loss: 0.0312478 | Time: 1641.25 ms [2021-05-29 18:20:56 main:581] : INFO : Epoch 1922 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 1633.48 ms [2021-05-29 18:20:58 main:581] : INFO : Epoch 1923 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 1642.39 ms [2021-05-29 18:20:59 main:581] : INFO : Epoch 1924 | loss: 0.031247 | val_loss: 0.0312468 | Time: 1638.31 ms [2021-05-29 18:21:01 main:581] : INFO : Epoch 1925 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 1648.68 ms [2021-05-29 18:21:03 main:581] : INFO : Epoch 1926 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 1635.51 ms [2021-05-29 18:21:04 main:581] : INFO : Epoch 1927 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 1632.49 ms [2021-05-29 18:21:06 main:581] : INFO : Epoch 1928 | loss: 0.0312473 | val_loss: 0.0312443 | Time: 1632.22 ms [2021-05-29 18:21:08 main:581] : INFO : Epoch 1929 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1619.36 ms [2021-05-29 18:21:09 main:581] : INFO : Epoch 1930 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 1619.98 ms [2021-05-29 18:21:11 main:581] : INFO : Epoch 1931 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1624.08 ms [2021-05-29 18:21:12 main:581] : INFO : Epoch 1932 | loss: 0.0312477 | val_loss: 0.0312462 | Time: 1626.27 ms [2021-05-29 18:21:14 main:581] : INFO : Epoch 1933 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 1623.57 ms [2021-05-29 18:21:16 main:581] : INFO : Epoch 1934 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 1617.13 ms [2021-05-29 18:21:17 main:581] : INFO : Epoch 1935 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1631.53 ms [2021-05-29 18:21:19 main:581] : INFO : Epoch 1936 | loss: 0.0312473 | val_loss: 0.0312455 | Time: 1624.04 ms [2021-05-29 18:21:21 main:581] : INFO : Epoch 1937 | loss: 0.0312472 | val_loss: 0.031248 | Time: 1625.81 ms [2021-05-29 18:21:22 main:581] : INFO : Epoch 1938 | loss: 0.0312473 | val_loss: 0.0312445 | Time: 1625.6 ms [2021-05-29 18:21:24 main:581] : INFO : Epoch 1939 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1626.98 ms [2021-05-29 18:21:25 main:581] : INFO : Epoch 1940 | loss: 0.0312467 | val_loss: 0.031249 | Time: 1629.89 ms [2021-05-29 18:21:27 main:581] : INFO : Epoch 1941 | loss: 0.031248 | val_loss: 0.031248 | Time: 1630.43 ms [2021-05-29 18:21:29 main:581] : INFO : Epoch 1942 | loss: 0.031246 | val_loss: 0.0312443 | Time: 1625.4 ms [2021-05-29 18:21:30 main:581] : INFO : Epoch 1943 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 1623.3 ms [2021-05-29 18:21:32 main:581] : INFO : Epoch 1944 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1626.53 ms [2021-05-29 18:21:34 main:581] : INFO : Epoch 1945 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 1622.74 ms [2021-05-29 18:21:35 main:581] : INFO : Epoch 1946 | loss: 0.0312471 | val_loss: 0.0312455 | Time: 1617.78 ms [2021-05-29 18:21:37 main:581] : INFO : Epoch 1947 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1641.21 ms [2021-05-29 18:21:38 main:581] : INFO : Epoch 1948 | loss: 0.0312472 | val_loss: 0.0312452 | Time: 1621.43 ms [2021-05-29 18:21:40 main:581] : INFO : Epoch 1949 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1636.36 ms [2021-05-29 18:21:42 main:581] : INFO : Epoch 1950 | loss: 0.0312472 | val_loss: 0.031245 | Time: 1626.67 ms [2021-05-29 18:21:43 main:581] : INFO : Epoch 1951 | loss: 0.0312466 | val_loss: 0.031248 | Time: 1632.04 ms [2021-05-29 18:21:45 main:581] : INFO : Epoch 1952 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 1632.28 ms [2021-05-29 18:21:47 main:581] : INFO : Epoch 1953 | loss: 0.0312463 | val_loss: 0.031245 | Time: 1628.61 ms [2021-05-29 18:21:48 main:581] : INFO : Epoch 1954 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1632.8 ms [2021-05-29 18:21:50 main:581] : INFO : Epoch 1955 | loss: 0.0312463 | val_loss: 0.031246 | Time: 1626.87 ms [2021-05-29 18:21:52 main:581] : INFO : Epoch 1956 | loss: 0.0312469 | val_loss: 0.031246 | Time: 1632.35 ms [2021-05-29 18:21:53 main:581] : INFO : Epoch 1957 | loss: 0.0312485 | val_loss: 0.0312464 | Time: 1629.17 ms [2021-05-29 18:21:55 main:581] : INFO : Epoch 1958 | loss: 0.031248 | val_loss: 0.0312462 | Time: 1634.74 ms [2021-05-29 18:21:56 main:581] : INFO : Epoch 1959 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 1629.17 ms [2021-05-29 18:21:58 main:581] : INFO : Epoch 1960 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1633.54 ms [2021-05-29 18:22:00 main:581] : INFO : Epoch 1961 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 1634.71 ms [2021-05-29 18:22:01 main:581] : INFO : Epoch 1962 | loss: 0.0312472 | val_loss: 0.031245 | Time: 1636.74 ms [2021-05-29 18:22:03 main:581] : INFO : Epoch 1963 | loss: 0.031249 | val_loss: 0.0312473 | Time: 1630.49 ms [2021-05-29 18:22:05 main:581] : INFO : Epoch 1964 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1629.11 ms [2021-05-29 18:22:06 main:581] : INFO : Epoch 1965 | loss: 0.0312492 | val_loss: 0.0312454 | Time: 1627.88 ms [2021-05-29 18:22:08 main:581] : INFO : Epoch 1966 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 1623.27 ms [2021-05-29 18:22:09 main:581] : INFO : Epoch 1967 | loss: 0.031248 | val_loss: 0.0312485 | Time: 1630.18 ms [2021-05-29 18:22:11 main:581] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312463 | Time: 1636.38 ms [2021-05-29 18:22:13 main:581] : INFO : Epoch 1969 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 1635.3 ms [2021-05-29 18:22:14 main:581] : INFO : Epoch 1970 | loss: 0.0312463 | val_loss: 0.031245 | Time: 1635.44 ms [2021-05-29 18:22:16 main:581] : INFO : Epoch 1971 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 1640.29 ms [2021-05-29 18:22:18 main:581] : INFO : Epoch 1972 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 1638.09 ms [2021-05-29 18:22:19 main:581] : INFO : Epoch 1973 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 1626.66 ms [2021-05-29 18:22:21 main:581] : INFO : Epoch 1974 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 1623.63 ms [2021-05-29 18:22:23 main:581] : INFO : Epoch 1975 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 1620.02 ms [2021-05-29 18:22:24 main:581] : INFO : Epoch 1976 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 1622.05 ms [2021-05-29 18:22:26 main:581] : INFO : Epoch 1977 | loss: 0.0312471 | val_loss: 0.0312517 | Time: 1625.99 ms [2021-05-29 18:22:27 main:581] : INFO : Epoch 1978 | loss: 0.0312488 | val_loss: 0.0312465 | Time: 1633.73 ms [2021-05-29 18:22:29 main:581] : INFO : Epoch 1979 | loss: 0.0312471 | val_loss: 0.0312446 | Time: 1638.91 ms [2021-05-29 18:22:31 main:581] : INFO : Epoch 1980 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1644.73 ms [2021-05-29 18:22:32 main:581] : INFO : Epoch 1981 | loss: 0.0312471 | val_loss: 0.0312446 | Time: 1636.91 ms [2021-05-29 18:22:34 main:581] : INFO : Epoch 1982 | loss: 0.0312495 | val_loss: 0.031246 | Time: 1636.24 ms [2021-05-29 18:22:36 main:581] : INFO : Epoch 1983 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 1634.63 ms [2021-05-29 18:22:37 main:581] : INFO : Epoch 1984 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1634.73 ms [2021-05-29 18:22:39 main:581] : INFO : Epoch 1985 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 1629.15 ms [2021-05-29 18:22:41 main:581] : INFO : Epoch 1986 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1631.76 ms [2021-05-29 18:22:42 main:581] : INFO : Epoch 1987 | loss: 0.031246 | val_loss: 0.0312448 | Time: 1631.23 ms [2021-05-29 18:22:44 main:581] : INFO : Epoch 1988 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1640.41 ms [2021-05-29 18:22:45 main:581] : INFO : Epoch 1989 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 1637.24 ms [2021-05-29 18:22:47 main:581] : INFO : Epoch 1990 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 1638.72 ms [2021-05-29 18:22:49 main:581] : INFO : Epoch 1991 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 1641.2 ms [2021-05-29 18:22:50 main:581] : INFO : Epoch 1992 | loss: 0.031246 | val_loss: 0.031245 | Time: 1626.83 ms [2021-05-29 18:22:52 main:581] : INFO : Epoch 1993 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1640.07 ms [2021-05-29 18:22:54 main:581] : INFO : Epoch 1994 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1637.38 ms [2021-05-29 18:22:55 main:581] : INFO : Epoch 1995 | loss: 0.0312475 | val_loss: 0.0312447 | Time: 1634 ms [2021-05-29 18:22:57 main:581] : INFO : Epoch 1996 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 1642.56 ms [2021-05-29 18:22:59 main:581] : INFO : Epoch 1997 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 1629.23 ms [2021-05-29 18:23:00 main:581] : INFO : Epoch 1998 | loss: 0.0312462 | val_loss: 0.0312445 | Time: 1644.25 ms [2021-05-29 18:23:02 main:581] : INFO : Epoch 1999 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1625.38 ms [2021-05-29 18:23:03 main:581] : INFO : Epoch 2000 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1631.36 ms [2021-05-29 18:23:05 main:581] : INFO : Epoch 2001 | loss: 0.0312461 | val_loss: 0.0312473 | Time: 1629.38 ms [2021-05-29 18:23:07 main:581] : INFO : Epoch 2002 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 1626.86 ms [2021-05-29 18:23:08 main:581] : INFO : Epoch 2003 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 1624.48 ms [2021-05-29 18:23:10 main:581] : INFO : Epoch 2004 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1630.52 ms [2021-05-29 18:23:12 main:581] : INFO : Epoch 2005 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1624.22 ms [2021-05-29 18:23:13 main:581] : INFO : Epoch 2006 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 1630.19 ms [2021-05-29 18:23:15 main:581] : INFO : Epoch 2007 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 1631.67 ms [2021-05-29 18:23:16 main:581] : INFO : Epoch 2008 | loss: 0.0312471 | val_loss: 0.0312455 | Time: 1629.46 ms [2021-05-29 18:23:18 main:581] : INFO : Epoch 2009 | loss: 0.0312465 | val_loss: 0.0312445 | Time: 1632.59 ms [2021-05-29 18:23:20 main:581] : INFO : Epoch 2010 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1633.25 ms [2021-05-29 18:23:21 main:581] : INFO : Epoch 2011 | loss: 0.0312466 | val_loss: 0.0312488 | Time: 1633.88 ms [2021-05-29 18:23:23 main:581] : INFO : Epoch 2012 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 1639.81 ms [2021-05-29 18:23:25 main:581] : INFO : Epoch 2013 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1628.25 ms [2021-05-29 18:23:26 main:581] : INFO : Epoch 2014 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1610.04 ms [2021-05-29 18:23:28 main:581] : INFO : Epoch 2015 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 1614.58 ms [2021-05-29 18:23:29 main:581] : INFO : Epoch 2016 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 1635.66 ms [2021-05-29 18:23:31 main:581] : INFO : Epoch 2017 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 1632.38 ms [2021-05-29 18:23:33 main:581] : INFO : Epoch 2018 | loss: 0.031246 | val_loss: 0.0312446 | Time: 1642.09 ms [2021-05-29 18:23:34 main:581] : INFO : Epoch 2019 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 1641.13 ms [2021-05-29 18:23:36 main:581] : INFO : Epoch 2020 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 1636.06 ms [2021-05-29 18:23:38 main:581] : INFO : Epoch 2021 | loss: 0.0312474 | val_loss: 0.031248 | Time: 1638.39 ms [2021-05-29 18:23:39 main:581] : INFO : Epoch 2022 | loss: 0.0312471 | val_loss: 0.0312445 | Time: 1631.85 ms [2021-05-29 18:23:41 main:581] : INFO : Epoch 2023 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1632.76 ms [2021-05-29 18:23:43 main:581] : INFO : Epoch 2024 | loss: 0.0312466 | val_loss: 0.0312485 | Time: 1635.57 ms [2021-05-29 18:23:44 main:581] : INFO : Epoch 2025 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 1644.08 ms [2021-05-29 18:23:46 main:581] : INFO : Epoch 2026 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 1633.05 ms [2021-05-29 18:23:47 main:581] : INFO : Epoch 2027 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1639.04 ms [2021-05-29 18:23:49 main:581] : INFO : Epoch 2028 | loss: 0.0312482 | val_loss: 0.0312449 | Time: 1630.49 ms [2021-05-29 18:23:51 main:581] : INFO : Epoch 2029 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 1614.92 ms [2021-05-29 18:23:52 main:581] : INFO : Epoch 2030 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 1621.62 ms [2021-05-29 18:23:54 main:581] : INFO : Epoch 2031 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1619.12 ms [2021-05-29 18:23:56 main:581] : INFO : Epoch 2032 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 1618.48 ms [2021-05-29 18:23:57 main:581] : INFO : Epoch 2033 | loss: 0.0312465 | val_loss: 0.0312445 | Time: 1624.95 ms [2021-05-29 18:23:59 main:581] : INFO : Epoch 2034 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 1621.89 ms [2021-05-29 18:24:00 main:581] : INFO : Epoch 2035 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1632.79 ms [2021-05-29 18:24:02 main:581] : INFO : Epoch 2036 | loss: 0.031246 | val_loss: 0.0312472 | Time: 1622.69 ms [2021-05-29 18:24:04 main:581] : INFO : Epoch 2037 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 1618.97 ms [2021-05-29 18:24:05 main:581] : INFO : Epoch 2038 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 1614.48 ms [2021-05-29 18:24:07 main:581] : INFO : Epoch 2039 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 1623.59 ms [2021-05-29 18:24:09 main:581] : INFO : Epoch 2040 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 1628.28 ms [2021-05-29 18:24:10 main:581] : INFO : Epoch 2041 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 1615.19 ms [2021-05-29 18:24:12 main:581] : INFO : Epoch 2042 | loss: 0.0312481 | val_loss: 0.0312449 | Time: 1621.87 ms [2021-05-29 18:24:13 main:581] : INFO : Epoch 2043 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 1622.22 ms [2021-05-29 18:24:15 main:581] : INFO : Epoch 2044 | loss: 0.0312486 | val_loss: 0.0312465 | Time: 1622.56 ms [2021-05-29 18:24:17 main:581] : INFO : Epoch 2045 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1618.68 ms [2021-05-29 18:24:18 main:581] : INFO : Epoch 2046 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1622.13 ms [2021-05-29 18:24:20 main:581] : INFO : Epoch 2047 | loss: 0.031247 | val_loss: 0.031245 | Time: 1621.66 ms [2021-05-29 18:24:22 main:581] : INFO : Epoch 2048 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 1620.24 ms [2021-05-29 18:24:22 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312452 [2021-05-29 18:24:22 main:610] : INFO : Saving end state to config to file [2021-05-29 18:24:22 main:615] : INFO : Success, exiting.. 18:24:22 (3959012): 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)