Task 5146036
| Name | ParityModified-1619235127-29488-1_0 |
| Workunit | 3090988 |
| Created | 4 May 2021, 9:44:00 UTC |
| Sent | 13 May 2021, 13:46:43 UTC |
| Report deadline | 20 May 2021, 13:46:43 UTC |
| Received | 13 May 2021, 15:07:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 9 sec |
| CPU time | 59 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 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> : INFO : Epoch 1542 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 1755.19 ms [2021-05-13 10:33:50 main:574] : INFO : Epoch 1543 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1758.62 ms [2021-05-13 10:33:52 main:574] : INFO : Epoch 1544 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1747.15 ms [2021-05-13 10:33:54 main:574] : INFO : Epoch 1545 | loss: 0.0312496 | val_loss: 0.0312526 | Time: 1747.46 ms [2021-05-13 10:33:56 main:574] : INFO : Epoch 1546 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 1748.63 ms [2021-05-13 10:33:57 main:574] : INFO : Epoch 1547 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1737.61 ms [2021-05-13 10:33:59 main:574] : INFO : Epoch 1548 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1754.28 ms [2021-05-13 10:34:01 main:574] : INFO : Epoch 1549 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1767.07 ms [2021-05-13 10:34:03 main:574] : INFO : Epoch 1550 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1744.93 ms [2021-05-13 10:34:04 main:574] : INFO : Epoch 1551 | loss: 0.0312501 | val_loss: 0.031253 | Time: 1750.04 ms [2021-05-13 10:34:06 main:574] : INFO : Epoch 1552 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1761.2 ms [2021-05-13 10:34:08 main:574] : INFO : Epoch 1553 | loss: 0.031249 | val_loss: 0.0312516 | Time: 1755.17 ms [2021-05-13 10:34:10 main:574] : INFO : Epoch 1554 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 1748.24 ms [2021-05-13 10:34:11 main:574] : INFO : Epoch 1555 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1772.83 ms [2021-05-13 10:34:13 main:574] : INFO : Epoch 1556 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1755.37 ms [2021-05-13 10:34:15 main:574] : INFO : Epoch 1557 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1758.2 ms [2021-05-13 10:34:17 main:574] : INFO : Epoch 1558 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1750.02 ms [2021-05-13 10:34:18 main:574] : INFO : Epoch 1559 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1751.72 ms [2021-05-13 10:34:20 main:574] : INFO : Epoch 1560 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1755.93 ms [2021-05-13 10:34:22 main:574] : INFO : Epoch 1561 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 1756.99 ms [2021-05-13 10:34:24 main:574] : INFO : Epoch 1562 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1756.6 ms [2021-05-13 10:34:25 main:574] : INFO : Epoch 1563 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1751.8 ms [2021-05-13 10:34:27 main:574] : INFO : Epoch 1564 | loss: 0.031249 | val_loss: 0.0312538 | Time: 1763.09 ms [2021-05-13 10:34:29 main:574] : INFO : Epoch 1565 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 1761.57 ms [2021-05-13 10:34:31 main:574] : INFO : Epoch 1566 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1756.4 ms [2021-05-13 10:34:32 main:574] : INFO : Epoch 1567 | loss: 0.0312492 | val_loss: 0.0312516 | Time: 1754.85 ms [2021-05-13 10:34:34 main:574] : INFO : Epoch 1568 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1752.92 ms [2021-05-13 10:34:36 main:574] : INFO : Epoch 1569 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 1746.01 ms [2021-05-13 10:34:38 main:574] : INFO : Epoch 1570 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1750.36 ms [2021-05-13 10:34:39 main:574] : INFO : Epoch 1571 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1754.96 ms [2021-05-13 10:34:41 main:574] : INFO : Epoch 1572 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1749.94 ms [2021-05-13 10:34:43 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1741.45 ms [2021-05-13 10:34:45 main:574] : INFO : Epoch 1574 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1763.1 ms [2021-05-13 10:34:47 main:574] : INFO : Epoch 1575 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1754.55 ms [2021-05-13 10:34:48 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1755.6 ms [2021-05-13 10:34:50 main:574] : INFO : Epoch 1577 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1746.9 ms [2021-05-13 10:34:52 main:574] : INFO : Epoch 1578 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1756.2 ms [2021-05-13 10:34:54 main:574] : INFO : Epoch 1579 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1761.26 ms [2021-05-13 10:34:55 main:574] : INFO : Epoch 1580 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1753.44 ms [2021-05-13 10:34:57 main:574] : INFO : Epoch 1581 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1746.32 ms [2021-05-13 10:34:59 main:574] : INFO : Epoch 1582 | loss: 0.0312506 | val_loss: 0.0312529 | Time: 1750.07 ms [2021-05-13 10:35:01 main:574] : INFO : Epoch 1583 | loss: 0.0312514 | val_loss: 0.031252 | Time: 1745.81 ms [2021-05-13 10:35:02 main:574] : INFO : Epoch 1584 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1747.6 ms [2021-05-13 10:35:04 main:574] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1758.89 ms [2021-05-13 10:35:06 main:574] : INFO : Epoch 1586 | loss: 0.0312501 | val_loss: 0.031256 | Time: 1754.11 ms [2021-05-13 10:35:08 main:574] : INFO : Epoch 1587 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1759.78 ms [2021-05-13 10:35:09 main:574] : INFO : Epoch 1588 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1758.43 ms [2021-05-13 10:35:11 main:574] : INFO : Epoch 1589 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1753.57 ms [2021-05-13 10:35:13 main:574] : INFO : Epoch 1590 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1744.68 ms [2021-05-13 10:35:15 main:574] : INFO : Epoch 1591 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1752.28 ms [2021-05-13 10:35:16 main:574] : INFO : Epoch 1592 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1756.4 ms [2021-05-13 10:35:18 main:574] : INFO : Epoch 1593 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1739.55 ms [2021-05-13 10:35:20 main:574] : INFO : Epoch 1594 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1758.68 ms [2021-05-13 10:35:22 main:574] : INFO : Epoch 1595 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1745.63 ms [2021-05-13 10:35:23 main:574] : INFO : Epoch 1596 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1748.27 ms [2021-05-13 10:35:25 main:574] : INFO : Epoch 1597 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1748.84 ms [2021-05-13 10:35:27 main:574] : INFO : Epoch 1598 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1751.96 ms [2021-05-13 10:35:29 main:574] : INFO : Epoch 1599 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 1762.96 ms [2021-05-13 10:35:30 main:574] : INFO : Epoch 1600 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 1748.16 ms [2021-05-13 10:35:32 main:574] : INFO : Epoch 1601 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1756.46 ms [2021-05-13 10:35:34 main:574] : INFO : Epoch 1602 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1754.54 ms [2021-05-13 10:35:36 main:574] : INFO : Epoch 1603 | loss: 0.0312491 | val_loss: 0.031253 | Time: 1749.67 ms [2021-05-13 10:35:37 main:574] : INFO : Epoch 1604 | loss: 0.0312496 | val_loss: 0.0312542 | Time: 1752.27 ms [2021-05-13 10:35:39 main:574] : INFO : Epoch 1605 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 1754.17 ms [2021-05-13 10:35:41 main:574] : INFO : Epoch 1606 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1753.84 ms [2021-05-13 10:35:43 main:574] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1756.1 ms [2021-05-13 10:35:45 main:574] : INFO : Epoch 1608 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 1752.2 ms [2021-05-13 10:35:46 main:574] : INFO : Epoch 1609 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1739.35 ms [2021-05-13 10:35:48 main:574] : INFO : Epoch 1610 | loss: 0.0312493 | val_loss: 0.0312518 | Time: 1749.73 ms [2021-05-13 10:35:50 main:574] : INFO : Epoch 1611 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 1759.44 ms [2021-05-13 10:35:52 main:574] : INFO : Epoch 1612 | loss: 0.0312491 | val_loss: 0.0312511 | Time: 1765.35 ms [2021-05-13 10:35:53 main:574] : INFO : Epoch 1613 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 1755.97 ms [2021-05-13 10:35:55 main:574] : INFO : Epoch 1614 | loss: 0.0312484 | val_loss: 0.0312509 | Time: 1756.75 ms [2021-05-13 10:35:57 main:574] : INFO : Epoch 1615 | loss: 0.0312486 | val_loss: 0.0312509 | Time: 1759.96 ms [2021-05-13 10:35:59 main:574] : INFO : Epoch 1616 | loss: 0.0312485 | val_loss: 0.0312529 | Time: 1748.97 ms [2021-05-13 10:36:00 main:574] : INFO : Epoch 1617 | loss: 0.0312484 | val_loss: 0.0312515 | Time: 1751.38 ms [2021-05-13 10:36:02 main:574] : INFO : Epoch 1618 | loss: 0.0312484 | val_loss: 0.0312515 | Time: 1735.16 ms [2021-05-13 10:36:04 main:574] : INFO : Epoch 1619 | loss: 0.0312486 | val_loss: 0.0312511 | Time: 1753.94 ms [2021-05-13 10:36:06 main:574] : INFO : Epoch 1620 | loss: 0.0312494 | val_loss: 0.0312536 | Time: 1746.08 ms [2021-05-13 10:36:07 main:574] : INFO : Epoch 1621 | loss: 0.0312484 | val_loss: 0.0312512 | Time: 1751.37 ms [2021-05-13 10:36:09 main:574] : INFO : Epoch 1622 | loss: 0.0312482 | val_loss: 0.031252 | Time: 1754.21 ms [2021-05-13 10:36:11 main:574] : INFO : Epoch 1623 | loss: 0.0312491 | val_loss: 0.031255 | Time: 1751.09 ms [2021-05-13 10:36:13 main:574] : INFO : Epoch 1624 | loss: 0.0312493 | val_loss: 0.0312532 | Time: 1758.89 ms [2021-05-13 10:36:14 main:574] : INFO : Epoch 1625 | loss: 0.0312484 | val_loss: 0.0312513 | Time: 1754.62 ms [2021-05-13 10:36:16 main:574] : INFO : Epoch 1626 | loss: 0.0312481 | val_loss: 0.0312516 | Time: 1762.06 ms [2021-05-13 10:36:18 main:574] : INFO : Epoch 1627 | loss: 0.0312481 | val_loss: 0.0312513 | Time: 1751.48 ms [2021-05-13 10:36:20 main:574] : INFO : Epoch 1628 | loss: 0.0312482 | val_loss: 0.0312515 | Time: 1757.24 ms [2021-05-13 10:36:21 main:574] : INFO : Epoch 1629 | loss: 0.0312482 | val_loss: 0.0312514 | Time: 1756.61 ms [2021-05-13 10:36:23 main:574] : INFO : Epoch 1630 | loss: 0.0312474 | val_loss: 0.0312522 | Time: 1754.15 ms [2021-05-13 10:36:25 main:574] : INFO : Epoch 1631 | loss: 0.0312486 | val_loss: 0.0312533 | Time: 1763.08 ms [2021-05-13 10:36:27 main:574] : INFO : Epoch 1632 | loss: 0.0312484 | val_loss: 0.0312505 | Time: 1750.27 ms [2021-05-13 10:36:28 main:574] : INFO : Epoch 1633 | loss: 0.0312471 | val_loss: 0.0312515 | Time: 1753.01 ms [2021-05-13 10:36:30 main:574] : INFO : Epoch 1634 | loss: 0.0312466 | val_loss: 0.0312578 | Time: 1751.23 ms [2021-05-13 10:36:32 main:574] : INFO : Epoch 1635 | loss: 0.0312481 | val_loss: 0.0312509 | Time: 1756.48 ms [2021-05-13 10:36:34 main:574] : INFO : Epoch 1636 | loss: 0.0312474 | val_loss: 0.0312517 | Time: 1752.14 ms [2021-05-13 10:36:36 main:574] : INFO : Epoch 1637 | loss: 0.0312468 | val_loss: 0.0312511 | Time: 1741.84 ms [2021-05-13 10:36:37 main:574] : INFO : Epoch 1638 | loss: 0.0312467 | val_loss: 0.0312515 | Time: 1749.53 ms [2021-05-13 10:36:39 main:574] : INFO : Epoch 1639 | loss: 0.0312469 | val_loss: 0.0312509 | Time: 1753.52 ms [2021-05-13 10:36:41 main:574] : INFO : Epoch 1640 | loss: 0.0312477 | val_loss: 0.0312509 | Time: 1751.53 ms [2021-05-13 10:36:43 main:574] : INFO : Epoch 1641 | loss: 0.0312465 | val_loss: 0.0312555 | Time: 1753.32 ms [2021-05-13 10:36:44 main:574] : INFO : Epoch 1642 | loss: 0.0312496 | val_loss: 0.031252 | Time: 1754.53 ms [2021-05-13 10:36:46 main:574] : INFO : Epoch 1643 | loss: 0.0312469 | val_loss: 0.0312508 | Time: 1766.3 ms [2021-05-13 10:36:48 main:574] : INFO : Epoch 1644 | loss: 0.0312462 | val_loss: 0.0312511 | Time: 1748.72 ms [2021-05-13 10:36:50 main:574] : INFO : Epoch 1645 | loss: 0.0312455 | val_loss: 0.0312505 | Time: 1748.48 ms [2021-05-13 10:36:51 main:574] : INFO : Epoch 1646 | loss: 0.0312458 | val_loss: 0.0312541 | Time: 1761.52 ms [2021-05-13 10:36:53 main:574] : INFO : Epoch 1647 | loss: 0.0312451 | val_loss: 0.0312512 | Time: 1756.36 ms [2021-05-13 10:36:55 main:574] : INFO : Epoch 1648 | loss: 0.0312461 | val_loss: 0.0312559 | Time: 1757.33 ms [2021-05-13 10:36:57 main:574] : INFO : Epoch 1649 | loss: 0.0312461 | val_loss: 0.0312494 | Time: 1759.82 ms [2021-05-13 10:36:58 main:574] : INFO : Epoch 1650 | loss: 0.0312445 | val_loss: 0.0312552 | Time: 1750.05 ms [2021-05-13 10:37:00 main:574] : INFO : Epoch 1651 | loss: 0.0312475 | val_loss: 0.0312533 | Time: 1759.28 ms [2021-05-13 10:37:02 main:574] : INFO : Epoch 1652 | loss: 0.0312487 | val_loss: 0.0312556 | Time: 1758.24 ms [2021-05-13 10:37:04 main:574] : INFO : Epoch 1653 | loss: 0.031246 | val_loss: 0.0312514 | Time: 1749.75 ms [2021-05-13 10:37:05 main:574] : INFO : Epoch 1654 | loss: 0.0312436 | val_loss: 0.0312495 | Time: 1768.66 ms [2021-05-13 10:37:07 main:574] : INFO : Epoch 1655 | loss: 0.0312426 | val_loss: 0.0312479 | Time: 1764.52 ms [2021-05-13 10:37:09 main:574] : INFO : Epoch 1656 | loss: 0.0312427 | val_loss: 0.031257 | Time: 1753.52 ms [2021-05-13 10:37:11 main:574] : INFO : Epoch 1657 | loss: 0.0312456 | val_loss: 0.0312468 | Time: 1764.69 ms [2021-05-13 10:37:12 main:574] : INFO : Epoch 1658 | loss: 0.0312413 | val_loss: 0.0312514 | Time: 1750.58 ms [2021-05-13 10:37:14 main:574] : INFO : Epoch 1659 | loss: 0.0312417 | val_loss: 0.0312482 | Time: 1751.54 ms [2021-05-13 10:37:16 main:574] : INFO : Epoch 1660 | loss: 0.031242 | val_loss: 0.0312497 | Time: 1756.46 ms [2021-05-13 10:37:18 main:574] : INFO : Epoch 1661 | loss: 0.031243 | val_loss: 0.0312517 | Time: 1762.35 ms [2021-05-13 10:37:20 main:574] : INFO : Epoch 1662 | loss: 0.0312411 | val_loss: 0.0312529 | Time: 1765.09 ms [2021-05-13 10:37:21 main:574] : INFO : Epoch 1663 | loss: 0.0312409 | val_loss: 0.0312454 | Time: 1748.26 ms [2021-05-13 10:37:23 main:574] : INFO : Epoch 1664 | loss: 0.0312402 | val_loss: 0.0312476 | Time: 1769.79 ms [2021-05-13 10:37:25 main:574] : INFO : Epoch 1665 | loss: 0.0312443 | val_loss: 0.0312512 | Time: 1750.15 ms [2021-05-13 10:37:27 main:574] : INFO : Epoch 1666 | loss: 0.031243 | val_loss: 0.031245 | Time: 1752.66 ms [2021-05-13 10:37:28 main:574] : INFO : Epoch 1667 | loss: 0.0312391 | val_loss: 0.0312471 | Time: 1756.75 ms [2021-05-13 10:37:30 main:574] : INFO : Epoch 1668 | loss: 0.0312387 | val_loss: 0.0312457 | Time: 1771.58 ms [2021-05-13 10:37:32 main:574] : INFO : Epoch 1669 | loss: 0.03124 | val_loss: 0.0312449 | Time: 1756.5 ms [2021-05-13 10:37:34 main:574] : INFO : Epoch 1670 | loss: 0.0312418 | val_loss: 0.031248 | Time: 1760.94 ms [2021-05-13 10:37:35 main:574] : INFO : Epoch 1671 | loss: 0.0312407 | val_loss: 0.031247 | Time: 1756.98 ms [2021-05-13 10:37:37 main:574] : INFO : Epoch 1672 | loss: 0.0312383 | val_loss: 0.0312468 | Time: 1749.75 ms [2021-05-13 10:37:39 main:574] : INFO : Epoch 1673 | loss: 0.0312354 | val_loss: 0.031245 | Time: 1760.52 ms [2021-05-13 10:37:41 main:574] : INFO : Epoch 1674 | loss: 0.0312364 | val_loss: 0.0312463 | Time: 1756.9 ms [2021-05-13 10:37:42 main:574] : INFO : Epoch 1675 | loss: 0.031237 | val_loss: 0.0312477 | Time: 1743.31 ms [2021-05-13 10:37:44 main:574] : INFO : Epoch 1676 | loss: 0.0312391 | val_loss: 0.0312445 | Time: 1760.91 ms [2021-05-13 10:37:46 main:574] : INFO : Epoch 1677 | loss: 0.0312403 | val_loss: 0.0312538 | Time: 1766.19 ms [2021-05-13 10:37:48 main:574] : INFO : Epoch 1678 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 1756.5 ms [2021-05-13 10:37:49 main:574] : INFO : Epoch 1679 | loss: 0.031237 | val_loss: 0.0312467 | Time: 1751.2 ms [2021-05-13 10:37:51 main:574] : INFO : Epoch 1680 | loss: 0.0312356 | val_loss: 0.0312429 | Time: 1748.96 ms [2021-05-13 10:37:53 main:574] : INFO : Epoch 1681 | loss: 0.0312362 | val_loss: 0.0312405 | Time: 1770.25 ms [2021-05-13 10:37:55 main:574] : INFO : Epoch 1682 | loss: 0.0312373 | val_loss: 0.0312432 | Time: 1746.71 ms [2021-05-13 10:37:57 main:574] : INFO : Epoch 1683 | loss: 0.031236 | val_loss: 0.0312454 | Time: 1756.52 ms [2021-05-13 10:37:58 main:574] : INFO : Epoch 1684 | loss: 0.031245 | val_loss: 0.0312434 | Time: 1745.19 ms [2021-05-13 10:38:00 main:574] : INFO : Epoch 1685 | loss: 0.0312346 | val_loss: 0.0312448 | Time: 1746.61 ms [2021-05-13 10:38:02 main:574] : INFO : Epoch 1686 | loss: 0.0312333 | val_loss: 0.0312436 | Time: 1752.05 ms [2021-05-13 10:38:04 main:574] : INFO : Epoch 1687 | loss: 0.0312326 | val_loss: 0.0312462 | Time: 1749.65 ms [2021-05-13 10:38:05 main:574] : INFO : Epoch 1688 | loss: 0.0312439 | val_loss: 0.0312465 | Time: 1754.55 ms [2021-05-13 10:38:07 main:574] : INFO : Epoch 1689 | loss: 0.0312377 | val_loss: 0.0312383 | Time: 1750.35 ms [2021-05-13 10:38:09 main:574] : INFO : Epoch 1690 | loss: 0.0312314 | val_loss: 0.0312392 | Time: 1755.28 ms [2021-05-13 10:38:11 main:574] : INFO : Epoch 1691 | loss: 0.0312385 | val_loss: 0.0312498 | Time: 1737.64 ms [2021-05-13 10:38:12 main:574] : INFO : Epoch 1692 | loss: 0.0312346 | val_loss: 0.0312401 | Time: 1743.27 ms [2021-05-13 10:38:14 main:574] : INFO : Epoch 1693 | loss: 0.031229 | val_loss: 0.0312375 | Time: 1756.38 ms [2021-05-13 10:38:16 main:574] : INFO : Epoch 1694 | loss: 0.0312292 | val_loss: 0.0312402 | Time: 1739.57 ms [2021-05-13 10:38:18 main:574] : INFO : Epoch 1695 | loss: 0.0312305 | val_loss: 0.0312369 | Time: 1768.58 ms [2021-05-13 10:38:19 main:574] : INFO : Epoch 1696 | loss: 0.0312305 | val_loss: 0.0312369 | Time: 1754.25 ms [2021-05-13 10:38:21 main:574] : INFO : Epoch 1697 | loss: 0.0312298 | val_loss: 0.0312379 | Time: 1759.91 ms [2021-05-13 10:38:23 main:574] : INFO : Epoch 1698 | loss: 0.0312275 | val_loss: 0.0312436 | Time: 1762.28 ms [2021-05-13 10:38:25 main:574] : INFO : Epoch 1699 | loss: 0.03123 | val_loss: 0.0312366 | Time: 1757 ms [2021-05-13 10:38:26 main:574] : INFO : Epoch 1700 | loss: 0.0312294 | val_loss: 0.0312389 | Time: 1759.65 ms [2021-05-13 10:38:28 main:574] : INFO : Epoch 1701 | loss: 0.0312285 | val_loss: 0.0312359 | Time: 1759.49 ms [2021-05-13 10:38:30 main:574] : INFO : Epoch 1702 | loss: 0.0312268 | val_loss: 0.0312349 | Time: 1751.56 ms [2021-05-13 10:38:32 main:574] : INFO : Epoch 1703 | loss: 0.0312264 | val_loss: 0.031235 | Time: 1759.41 ms [2021-05-13 10:38:33 main:574] : INFO : Epoch 1704 | loss: 0.0312252 | val_loss: 0.0312331 | Time: 1753.23 ms [2021-05-13 10:38:35 main:574] : INFO : Epoch 1705 | loss: 0.0312249 | val_loss: 0.031233 | Time: 1757.02 ms [2021-05-13 10:38:37 main:574] : INFO : Epoch 1706 | loss: 0.0312258 | val_loss: 0.0312327 | Time: 1746.98 ms [2021-05-13 10:38:39 main:574] : INFO : Epoch 1707 | loss: 0.0312273 | val_loss: 0.0312335 | Time: 1756.01 ms [2021-05-13 10:38:40 main:574] : INFO : Epoch 1708 | loss: 0.0312254 | val_loss: 0.0312318 | Time: 1750.73 ms [2021-05-13 10:38:42 main:574] : INFO : Epoch 1709 | loss: 0.0312242 | val_loss: 0.0312335 | Time: 1762.94 ms [2021-05-13 10:38:44 main:574] : INFO : Epoch 1710 | loss: 0.0312284 | val_loss: 0.0312343 | Time: 1751.34 ms [2021-05-13 10:38:46 main:574] : INFO : Epoch 1711 | loss: 0.0312264 | val_loss: 0.0312318 | Time: 1755.05 ms [2021-05-13 10:38:48 main:574] : INFO : Epoch 1712 | loss: 0.0312238 | val_loss: 0.0312313 | Time: 1765.67 ms [2021-05-13 10:38:49 main:574] : INFO : Epoch 1713 | loss: 0.0312246 | val_loss: 0.0312356 | Time: 1755.29 ms [2021-05-13 10:38:51 main:574] : INFO : Epoch 1714 | loss: 0.0312234 | val_loss: 0.0312481 | Time: 1757.03 ms [2021-05-13 10:38:53 main:574] : INFO : Epoch 1715 | loss: 0.0312282 | val_loss: 0.031233 | Time: 1754.29 ms [2021-05-13 10:38:55 main:574] : INFO : Epoch 1716 | loss: 0.0312242 | val_loss: 0.0312291 | Time: 1756.83 ms [2021-05-13 10:38:56 main:574] : INFO : Epoch 1717 | loss: 0.0312233 | val_loss: 0.0312285 | Time: 1749.13 ms [2021-05-13 10:38:58 main:574] : INFO : Epoch 1718 | loss: 0.031223 | val_loss: 0.0312286 | Time: 1754.33 ms [2021-05-13 10:39:00 main:574] : INFO : Epoch 1719 | loss: 0.0312216 | val_loss: 0.0312294 | Time: 1744.94 ms [2021-05-13 10:39:02 main:574] : INFO : Epoch 1720 | loss: 0.0312254 | val_loss: 0.0312302 | Time: 1749.94 ms [2021-05-13 10:39:03 main:574] : INFO : Epoch 1721 | loss: 0.0312249 | val_loss: 0.031233 | Time: 1760.22 ms [2021-05-13 10:39:05 main:574] : INFO : Epoch 1722 | loss: 0.0312257 | val_loss: 0.031231 | Time: 1747.83 ms [2021-05-13 10:39:07 main:574] : INFO : Epoch 1723 | loss: 0.0312218 | val_loss: 0.031229 | Time: 1760.23 ms [2021-05-13 10:39:09 main:574] : INFO : Epoch 1724 | loss: 0.0312202 | val_loss: 0.0312271 | Time: 1756.12 ms [2021-05-13 10:39:10 main:574] : INFO : Epoch 1725 | loss: 0.0312181 | val_loss: 0.0312288 | Time: 1756.52 ms [2021-05-13 10:39:12 main:574] : INFO : Epoch 1726 | loss: 0.0312179 | val_loss: 0.0312277 | Time: 1754.87 ms [2021-05-13 10:39:14 main:574] : INFO : Epoch 1727 | loss: 0.0312189 | val_loss: 0.031227 | Time: 1752.98 ms [2021-05-13 10:39:16 main:574] : INFO : Epoch 1728 | loss: 0.0312183 | val_loss: 0.0312261 | Time: 1766.1 ms [2021-05-13 10:39:17 main:574] : INFO : Epoch 1729 | loss: 0.031218 | val_loss: 0.0312279 | Time: 1768.55 ms [2021-05-13 10:39:19 main:574] : INFO : Epoch 1730 | loss: 0.0312191 | val_loss: 0.0312279 | Time: 1742.83 ms [2021-05-13 10:39:21 main:574] : INFO : Epoch 1731 | loss: 0.0312184 | val_loss: 0.0312253 | Time: 1750.44 ms [2021-05-13 10:39:23 main:574] : INFO : Epoch 1732 | loss: 0.0312216 | val_loss: 0.0312266 | Time: 1756.76 ms [2021-05-13 10:39:24 main:574] : INFO : Epoch 1733 | loss: 0.0312169 | val_loss: 0.0312249 | Time: 1751.34 ms [2021-05-13 10:39:26 main:574] : INFO : Epoch 1734 | loss: 0.0312189 | val_loss: 0.0312261 | Time: 1746.96 ms [2021-05-13 10:39:28 main:574] : INFO : Epoch 1735 | loss: 0.0312171 | val_loss: 0.0312321 | Time: 1756.69 ms [2021-05-13 10:39:30 main:574] : INFO : Epoch 1736 | loss: 0.0312165 | val_loss: 0.031228 | Time: 1751.99 ms [2021-05-13 10:39:32 main:574] : INFO : Epoch 1737 | loss: 0.0312176 | val_loss: 0.0312257 | Time: 1762.64 ms [2021-05-13 10:39:33 main:574] : INFO : Epoch 1738 | loss: 0.0312199 | val_loss: 0.0312223 | Time: 1745.74 ms [2021-05-13 10:39:35 main:574] : INFO : Epoch 1739 | loss: 0.0312199 | val_loss: 0.031226 | Time: 1751.06 ms [2021-05-13 10:39:37 main:574] : INFO : Epoch 1740 | loss: 0.0312185 | val_loss: 0.0312313 | Time: 1759.02 ms [2021-05-13 10:39:39 main:574] : INFO : Epoch 1741 | loss: 0.0312166 | val_loss: 0.0312236 | Time: 1765.03 ms [2021-05-13 10:39:40 main:574] : INFO : Epoch 1742 | loss: 0.0312179 | val_loss: 0.0312241 | Time: 1762.69 ms [2021-05-13 10:39:42 main:574] : INFO : Epoch 1743 | loss: 0.0312162 | val_loss: 0.031223 | Time: 1743.29 ms [2021-05-13 10:39:44 main:574] : INFO : Epoch 1744 | loss: 0.0312172 | val_loss: 0.0312244 | Time: 1752.4 ms [2021-05-13 10:39:46 main:574] : INFO : Epoch 1745 | loss: 0.0312167 | val_loss: 0.0312268 | Time: 1746.39 ms [2021-05-13 10:39:47 main:574] : INFO : Epoch 1746 | loss: 0.0312167 | val_loss: 0.0312257 | Time: 1754.74 ms [2021-05-13 10:39:49 main:574] : INFO : Epoch 1747 | loss: 0.0312179 | val_loss: 0.0312231 | Time: 1745.35 ms [2021-05-13 10:39:51 main:574] : INFO : Epoch 1748 | loss: 0.0312173 | val_loss: 0.0312234 | Time: 1756.37 ms [2021-05-13 10:39:53 main:574] : INFO : Epoch 1749 | loss: 0.0312145 | val_loss: 0.0312228 | Time: 1758.76 ms [2021-05-13 10:39:54 main:574] : INFO : Epoch 1750 | loss: 0.0312156 | val_loss: 0.0312245 | Time: 1764.44 ms [2021-05-13 10:39:56 main:574] : INFO : Epoch 1751 | loss: 0.0312154 | val_loss: 0.0312238 | Time: 1748.56 ms [2021-05-13 10:39:58 main:574] : INFO : Epoch 1752 | loss: 0.0312143 | val_loss: 0.0312231 | Time: 1757.91 ms [2021-05-13 10:40:00 main:574] : INFO : Epoch 1753 | loss: 0.0312127 | val_loss: 0.031228 | Time: 1745.87 ms [2021-05-13 10:40:01 main:574] : INFO : Epoch 1754 | loss: 0.0312201 | val_loss: 0.0312289 | Time: 1745.6 ms [2021-05-13 10:40:03 main:574] : INFO : Epoch 1755 | loss: 0.0312149 | val_loss: 0.0312217 | Time: 1770.87 ms [2021-05-13 10:40:05 main:574] : INFO : Epoch 1756 | loss: 0.031214 | val_loss: 0.0312243 | Time: 1749.61 ms [2021-05-13 10:40:07 main:574] : INFO : Epoch 1757 | loss: 0.031214 | val_loss: 0.0312223 | Time: 1748.18 ms [2021-05-13 10:40:08 main:574] : INFO : Epoch 1758 | loss: 0.0312135 | val_loss: 0.0312217 | Time: 1761.03 ms [2021-05-13 10:40:10 main:574] : INFO : Epoch 1759 | loss: 0.0312195 | val_loss: 0.0312349 | Time: 1755.61 ms [2021-05-13 10:40:12 main:574] : INFO : Epoch 1760 | loss: 0.0312204 | val_loss: 0.0312225 | Time: 1749.19 ms [2021-05-13 10:40:14 main:574] : INFO : Epoch 1761 | loss: 0.0312144 | val_loss: 0.0312213 | Time: 1763.5 ms [2021-05-13 10:40:15 main:574] : INFO : Epoch 1762 | loss: 0.0312129 | val_loss: 0.0312211 | Time: 1755.89 ms [2021-05-13 10:40:17 main:574] : INFO : Epoch 1763 | loss: 0.0312119 | val_loss: 0.0312243 | Time: 1756.84 ms [2021-05-13 10:40:19 main:574] : INFO : Epoch 1764 | loss: 0.0312177 | val_loss: 0.0312238 | Time: 1755.47 ms [2021-05-13 10:40:21 main:574] : INFO : Epoch 1765 | loss: 0.0312145 | val_loss: 0.0312265 | Time: 1748.57 ms [2021-05-13 10:40:23 main:574] : INFO : Epoch 1766 | loss: 0.031214 | val_loss: 0.0312285 | Time: 1764.73 ms [2021-05-13 10:40:24 main:574] : INFO : Epoch 1767 | loss: 0.0312127 | val_loss: 0.0312226 | Time: 1758.81 ms [2021-05-13 10:40:26 main:574] : INFO : Epoch 1768 | loss: 0.0312129 | val_loss: 0.0312224 | Time: 1754.15 ms [2021-05-13 10:40:28 main:574] : INFO : Epoch 1769 | loss: 0.0312116 | val_loss: 0.0312221 | Time: 1762.69 ms [2021-05-13 10:40:30 main:574] : INFO : Epoch 1770 | loss: 0.0312213 | val_loss: 0.0312235 | Time: 1765.82 ms [2021-05-13 10:40:31 main:574] : INFO : Epoch 1771 | loss: 0.0312142 | val_loss: 0.0312218 | Time: 1750.79 ms [2021-05-13 10:40:33 main:574] : INFO : Epoch 1772 | loss: 0.0312156 | val_loss: 0.0312261 | Time: 1748.61 ms [2021-05-13 10:40:35 main:574] : INFO : Epoch 1773 | loss: 0.0312162 | val_loss: 0.0312248 | Time: 1760.46 ms [2021-05-13 10:40:37 main:574] : INFO : Epoch 1774 | loss: 0.0312147 | val_loss: 0.0312199 | Time: 1755.34 ms [2021-05-13 10:40:38 main:574] : INFO : Epoch 1775 | loss: 0.0312106 | val_loss: 0.03122 | Time: 1747.02 ms [2021-05-13 10:40:40 main:574] : INFO : Epoch 1776 | loss: 0.0312135 | val_loss: 0.0312293 | Time: 1752.36 ms [2021-05-13 10:40:42 main:574] : INFO : Epoch 1777 | loss: 0.0312139 | val_loss: 0.0312208 | Time: 1754.13 ms [2021-05-13 10:40:44 main:574] : INFO : Epoch 1778 | loss: 0.0312108 | val_loss: 0.0312255 | Time: 1761.18 ms [2021-05-13 10:40:45 main:574] : INFO : Epoch 1779 | loss: 0.0312101 | val_loss: 0.0312242 | Time: 1754.19 ms [2021-05-13 10:40:47 main:574] : INFO : Epoch 1780 | loss: 0.0312104 | val_loss: 0.0312186 | Time: 1744.2 ms [2021-05-13 10:40:49 main:574] : INFO : Epoch 1781 | loss: 0.0312091 | val_loss: 0.031218 | Time: 1751.19 ms [2021-05-13 10:40:51 main:574] : INFO : Epoch 1782 | loss: 0.0312123 | val_loss: 0.0312174 | Time: 1766.25 ms [2021-05-13 10:40:52 main:574] : INFO : Epoch 1783 | loss: 0.0312084 | val_loss: 0.0312188 | Time: 1762.25 ms [2021-05-13 10:40:54 main:574] : INFO : Epoch 1784 | loss: 0.0312085 | val_loss: 0.0312191 | Time: 1772.87 ms [2021-05-13 10:40:56 main:574] : INFO : Epoch 1785 | loss: 0.0312091 | val_loss: 0.0312211 | Time: 1760.99 ms [2021-05-13 10:40:58 main:574] : INFO : Epoch 1786 | loss: 0.0312085 | val_loss: 0.0312198 | Time: 1756.61 ms [2021-05-13 10:41:00 main:574] : INFO : Epoch 1787 | loss: 0.0312167 | val_loss: 0.0312416 | Time: 1746.71 ms [2021-05-13 10:41:01 main:574] : INFO : Epoch 1788 | loss: 0.0312471 | val_loss: 0.0312403 | Time: 1757.48 ms [2021-05-13 10:41:03 main:574] : INFO : Epoch 1789 | loss: 0.0312375 | val_loss: 0.0312318 | Time: 1759.29 ms [2021-05-13 10:41:05 main:574] : INFO : Epoch 1790 | loss: 0.031226 | val_loss: 0.0312242 | Time: 1759.75 ms [2021-05-13 10:41:07 main:574] : INFO : Epoch 1791 | loss: 0.0312237 | val_loss: 0.0312237 | Time: 1752.72 ms [2021-05-13 10:41:08 main:574] : INFO : Epoch 1792 | loss: 0.0312202 | val_loss: 0.0312185 | Time: 1751.94 ms [2021-05-13 10:41:10 main:574] : INFO : Epoch 1793 | loss: 0.0312184 | val_loss: 0.0312179 | Time: 1757.59 ms [2021-05-13 10:41:12 main:574] : INFO : Epoch 1794 | loss: 0.0312221 | val_loss: 0.0312203 | Time: 1754.25 ms [2021-05-13 10:41:14 main:574] : INFO : Epoch 1795 | loss: 0.0312234 | val_loss: 0.0312184 | Time: 1752.06 ms [2021-05-13 10:41:15 main:574] : INFO : Epoch 1796 | loss: 0.0312178 | val_loss: 0.0312196 | Time: 1753.12 ms [2021-05-13 10:41:17 main:574] : INFO : Epoch 1797 | loss: 0.0312188 | val_loss: 0.0312179 | Time: 1748.27 ms [2021-05-13 10:41:19 main:574] : INFO : Epoch 1798 | loss: 0.0312171 | val_loss: 0.0312155 | Time: 1746.63 ms [2021-05-13 10:41:21 main:574] : INFO : Epoch 1799 | loss: 0.0312196 | val_loss: 0.0312164 | Time: 1755.82 ms [2021-05-13 10:41:22 main:574] : INFO : Epoch 1800 | loss: 0.0312163 | val_loss: 0.0312168 | Time: 1745.83 ms [2021-05-13 10:41:24 main:574] : INFO : Epoch 1801 | loss: 0.0312156 | val_loss: 0.0312173 | Time: 1758.91 ms [2021-05-13 10:41:26 main:574] : INFO : Epoch 1802 | loss: 0.0312155 | val_loss: 0.0312159 | Time: 1748.98 ms [2021-05-13 10:41:28 main:574] : INFO : Epoch 1803 | loss: 0.0312153 | val_loss: 0.0312153 | Time: 1761.26 ms [2021-05-13 10:41:29 main:574] : INFO : Epoch 1804 | loss: 0.0312151 | val_loss: 0.031215 | Time: 1752.57 ms [2021-05-13 10:41:31 main:574] : INFO : Epoch 1805 | loss: 0.0312141 | val_loss: 0.0312162 | Time: 1759.01 ms [2021-05-13 10:41:33 main:574] : INFO : Epoch 1806 | loss: 0.0312144 | val_loss: 0.0312194 | Time: 1744.67 ms [2021-05-13 10:41:35 main:574] : INFO : Epoch 1807 | loss: 0.0312158 | val_loss: 0.0312155 | Time: 1761.13 ms [2021-05-13 10:41:36 main:574] : INFO : Epoch 1808 | loss: 0.0312169 | val_loss: 0.0312166 | Time: 1741.98 ms [2021-05-13 10:41:38 main:574] : INFO : Epoch 1809 | loss: 0.0312205 | val_loss: 0.0312163 | Time: 1752.86 ms [2021-05-13 10:41:40 main:574] : INFO : Epoch 1810 | loss: 0.0312152 | val_loss: 0.0312153 | Time: 1766.43 ms [2021-05-13 10:41:42 main:574] : INFO : Epoch 1811 | loss: 0.0312139 | val_loss: 0.0312222 | Time: 1766.17 ms [2021-05-13 10:41:44 main:574] : INFO : Epoch 1812 | loss: 0.0312173 | val_loss: 0.0312175 | Time: 1748.55 ms [2021-05-13 10:41:45 main:574] : INFO : Epoch 1813 | loss: 0.0312182 | val_loss: 0.031229 | Time: 1760.81 ms [2021-05-13 10:41:47 main:574] : INFO : Epoch 1814 | loss: 0.0312196 | val_loss: 0.031221 | Time: 1751.12 ms [2021-05-13 10:41:49 main:574] : INFO : Epoch 1815 | loss: 0.0312171 | val_loss: 0.0312208 | Time: 1753.38 ms [2021-05-13 10:41:51 main:574] : INFO : Epoch 1816 | loss: 0.0312143 | val_loss: 0.0312191 | Time: 1763.08 ms [2021-05-13 10:41:52 main:574] : INFO : Epoch 1817 | loss: 0.0312146 | val_loss: 0.0312178 | Time: 1760.34 ms [2021-05-13 10:41:54 main:574] : INFO : Epoch 1818 | loss: 0.0312155 | val_loss: 0.0312172 | Time: 1752.04 ms [2021-05-13 10:41:56 main:574] : INFO : Epoch 1819 | loss: 0.031214 | val_loss: 0.0312153 | Time: 1755.54 ms [2021-05-13 10:41:58 main:574] : INFO : Epoch 1820 | loss: 0.0312134 | val_loss: 0.0312146 | Time: 1759.48 ms [2021-05-13 10:41:59 main:574] : INFO : Epoch 1821 | loss: 0.0312133 | val_loss: 0.0312182 | Time: 1760.73 ms [2021-05-13 10:42:01 main:574] : INFO : Epoch 1822 | loss: 0.0312127 | val_loss: 0.0312145 | Time: 1756.96 ms [2021-05-13 10:42:03 main:574] : INFO : Epoch 1823 | loss: 0.0312115 | val_loss: 0.0312183 | Time: 1739.98 ms [2021-05-13 10:42:05 main:574] : INFO : Epoch 1824 | loss: 0.0312125 | val_loss: 0.031218 | Time: 1748.83 ms [2021-05-13 10:42:06 main:574] : INFO : Epoch 1825 | loss: 0.0312123 | val_loss: 0.0312205 | Time: 1765.96 ms [2021-05-13 10:42:08 main:574] : INFO : Epoch 1826 | loss: 0.0312137 | val_loss: 0.0312217 | Time: 1747.45 ms [2021-05-13 10:42:10 main:574] : INFO : Epoch 1827 | loss: 0.0312143 | val_loss: 0.0312165 | Time: 1751.31 ms [2021-05-13 10:42:12 main:574] : INFO : Epoch 1828 | loss: 0.0312122 | val_loss: 0.0312192 | Time: 1754.27 ms [2021-05-13 10:42:13 main:574] : INFO : Epoch 1829 | loss: 0.0312136 | val_loss: 0.0312141 | Time: 1748.03 ms [2021-05-13 10:42:15 main:574] : INFO : Epoch 1830 | loss: 0.0312127 | val_loss: 0.0312135 | Time: 1759.52 ms [2021-05-13 10:42:17 main:574] : INFO : Epoch 1831 | loss: 0.0312121 | val_loss: 0.0312149 | Time: 1746.19 ms [2021-05-13 10:42:19 main:574] : INFO : Epoch 1832 | loss: 0.0312108 | val_loss: 0.0312165 | Time: 1766.51 ms [2021-05-13 10:42:20 main:574] : INFO : Epoch 1833 | loss: 0.0312123 | val_loss: 0.0312181 | Time: 1757.48 ms [2021-05-13 10:42:22 main:574] : INFO : Epoch 1834 | loss: 0.031212 | val_loss: 0.0312135 | Time: 1765.18 ms [2021-05-13 10:42:24 main:574] : INFO : Epoch 1835 | loss: 0.0312109 | val_loss: 0.0312136 | Time: 1770.74 ms [2021-05-13 10:42:26 main:574] : INFO : Epoch 1836 | loss: 0.0312104 | val_loss: 0.0312148 | Time: 1759 ms [2021-05-13 10:42:28 main:574] : INFO : Epoch 1837 | loss: 0.0312116 | val_loss: 0.0312141 | Time: 1757.76 ms [2021-05-13 10:42:29 main:574] : INFO : Epoch 1838 | loss: 0.0312106 | val_loss: 0.0312154 | Time: 1753.85 ms [2021-05-13 10:42:31 main:574] : INFO : Epoch 1839 | loss: 0.0312119 | val_loss: 0.0312157 | Time: 1758.22 ms [2021-05-13 10:42:33 main:574] : INFO : Epoch 1840 | loss: 0.0312107 | val_loss: 0.031214 | Time: 1738.87 ms [2021-05-13 10:42:35 main:574] : INFO : Epoch 1841 | loss: 0.0312116 | val_loss: 0.031215 | Time: 1750.65 ms [2021-05-13 10:42:36 main:574] : INFO : Epoch 1842 | loss: 0.0312103 | val_loss: 0.0312141 | Time: 1750.95 ms [2021-05-13 10:42:38 main:574] : INFO : Epoch 1843 | loss: 0.031212 | val_loss: 0.0312222 | Time: 1752.99 ms [2021-05-13 10:42:40 main:574] : INFO : Epoch 1844 | loss: 0.0312097 | val_loss: 0.031216 | Time: 1759.65 ms [2021-05-13 10:42:42 main:574] : INFO : Epoch 1845 | loss: 0.0312101 | val_loss: 0.0312149 | Time: 1753.39 ms [2021-05-13 10:42:43 main:574] : INFO : Epoch 1846 | loss: 0.0312097 | val_loss: 0.0312153 | Time: 1762.72 ms [2021-05-13 10:42:45 main:574] : INFO : Epoch 1847 | loss: 0.0312115 | val_loss: 0.0312208 | Time: 1740.35 ms [2021-05-13 10:42:47 main:574] : INFO : Epoch 1848 | loss: 0.0312126 | val_loss: 0.0312165 | Time: 1747.65 ms [2021-05-13 10:42:49 main:574] : INFO : Epoch 1849 | loss: 0.0312108 | val_loss: 0.0312167 | Time: 1759.78 ms [2021-05-13 10:42:50 main:574] : INFO : Epoch 1850 | loss: 0.0312104 | val_loss: 0.0312167 | Time: 1753.89 ms [2021-05-13 10:42:52 main:574] : INFO : Epoch 1851 | loss: 0.0312081 | val_loss: 0.031216 | Time: 1750.53 ms [2021-05-13 10:42:54 main:574] : INFO : Epoch 1852 | loss: 0.0312088 | val_loss: 0.0312147 | Time: 1758.86 ms [2021-05-13 10:42:56 main:574] : INFO : Epoch 1853 | loss: 0.0312104 | val_loss: 0.031216 | Time: 1759.27 ms [2021-05-13 10:42:57 main:574] : INFO : Epoch 1854 | loss: 0.0312099 | val_loss: 0.0312139 | Time: 1754.75 ms [2021-05-13 10:42:59 main:574] : INFO : Epoch 1855 | loss: 0.0312074 | val_loss: 0.0312191 | Time: 1742.2 ms [2021-05-13 10:43:01 main:574] : INFO : Epoch 1856 | loss: 0.0312084 | val_loss: 0.0312235 | Time: 1748.31 ms [2021-05-13 10:43:03 main:574] : INFO : Epoch 1857 | loss: 0.0312089 | val_loss: 0.0312139 | Time: 1757.5 ms [2021-05-13 10:43:04 main:574] : INFO : Epoch 1858 | loss: 0.0312075 | val_loss: 0.0312146 | Time: 1755.97 ms [2021-05-13 10:43:06 main:574] : INFO : Epoch 1859 | loss: 0.031207 | val_loss: 0.0312156 | Time: 1764.69 ms [2021-05-13 10:43:08 main:574] : INFO : Epoch 1860 | loss: 0.0312069 | val_loss: 0.0312176 | Time: 1759.03 ms [2021-05-13 10:43:10 main:574] : INFO : Epoch 1861 | loss: 0.0312111 | val_loss: 0.0312164 | Time: 1755.91 ms [2021-05-13 10:43:11 main:574] : INFO : Epoch 1862 | loss: 0.0312105 | val_loss: 0.0312181 | Time: 1754.42 ms [2021-05-13 10:43:13 main:574] : INFO : Epoch 1863 | loss: 0.031206 | val_loss: 0.0312165 | Time: 1763.1 ms [2021-05-13 10:43:15 main:574] : INFO : Epoch 1864 | loss: 0.031207 | val_loss: 0.0312152 | Time: 1748.88 ms [2021-05-13 10:43:17 main:574] : INFO : Epoch 1865 | loss: 0.0312071 | val_loss: 0.0312162 | Time: 1740.14 ms [2021-05-13 10:43:19 main:574] : INFO : Epoch 1866 | loss: 0.031206 | val_loss: 0.0312138 | Time: 1748.64 ms [2021-05-13 10:43:20 main:574] : INFO : Epoch 1867 | loss: 0.0312058 | val_loss: 0.0312144 | Time: 1752.05 ms [2021-05-13 10:43:22 main:574] : INFO : Epoch 1868 | loss: 0.0312105 | val_loss: 0.0312196 | Time: 1757.6 ms [2021-05-13 10:43:24 main:574] : INFO : Epoch 1869 | loss: 0.0312151 | val_loss: 0.03122 | Time: 1746.23 ms [2021-05-13 10:43:26 main:574] : INFO : Epoch 1870 | loss: 0.0312146 | val_loss: 0.0312123 | Time: 1742.87 ms [2021-05-13 10:43:27 main:574] : INFO : Epoch 1871 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 1762.73 ms [2021-05-13 10:43:29 main:574] : INFO : Epoch 1872 | loss: 0.0312105 | val_loss: 0.0312121 | Time: 1754.59 ms [2021-05-13 10:43:31 main:574] : INFO : Epoch 1873 | loss: 0.0312097 | val_loss: 0.0312109 | Time: 1753.34 ms [2021-05-13 10:43:33 main:574] : INFO : Epoch 1874 | loss: 0.0312092 | val_loss: 0.0312113 | Time: 1763.11 ms [2021-05-13 10:43:34 main:574] : INFO : Epoch 1875 | loss: 0.0312087 | val_loss: 0.0312149 | Time: 1757.7 ms [2021-05-13 10:43:36 main:574] : INFO : Epoch 1876 | loss: 0.0312083 | val_loss: 0.0312105 | Time: 1760.24 ms [2021-05-13 10:43:38 main:574] : INFO : Epoch 1877 | loss: 0.0312072 | val_loss: 0.0312111 | Time: 1739.72 ms [2021-05-13 10:43:40 main:574] : INFO : Epoch 1878 | loss: 0.031207 | val_loss: 0.0312101 | Time: 1749.72 ms [2021-05-13 10:43:41 main:574] : INFO : Epoch 1879 | loss: 0.0312072 | val_loss: 0.0312103 | Time: 1754.8 ms [2021-05-13 10:43:43 main:574] : INFO : Epoch 1880 | loss: 0.0312064 | val_loss: 0.0312102 | Time: 1759.69 ms [2021-05-13 10:43:45 main:574] : INFO : Epoch 1881 | loss: 0.0312067 | val_loss: 0.0312128 | Time: 1754.56 ms [2021-05-13 10:43:47 main:574] : INFO : Epoch 1882 | loss: 0.0312065 | val_loss: 0.0312119 | Time: 1758.93 ms [2021-05-13 10:43:48 main:574] : INFO : Epoch 1883 | loss: 0.0312066 | val_loss: 0.0312102 | Time: 1768.64 ms [2021-05-13 10:43:50 main:574] : INFO : Epoch 1884 | loss: 0.0312065 | val_loss: 0.0312113 | Time: 1756.4 ms [2021-05-13 10:43:52 main:574] : INFO : Epoch 1885 | loss: 0.0312052 | val_loss: 0.0312114 | Time: 1755.54 ms [2021-05-13 10:43:54 main:574] : INFO : Epoch 1886 | loss: 0.0312056 | val_loss: 0.0312104 | Time: 1744.08 ms [2021-05-13 10:43:55 main:574] : INFO : Epoch 1887 | loss: 0.0312052 | val_loss: 0.0312106 | Time: 1757.26 ms [2021-05-13 10:43:57 main:574] : INFO : Epoch 1888 | loss: 0.0312044 | val_loss: 0.0312108 | Time: 1754.8 ms [2021-05-13 10:43:59 main:574] : INFO : Epoch 1889 | loss: 0.0312055 | val_loss: 0.0312102 | Time: 1743.08 ms [2021-05-13 10:44:01 main:574] : INFO : Epoch 1890 | loss: 0.0312048 | val_loss: 0.0312122 | Time: 1758.37 ms [2021-05-13 10:44:02 main:574] : INFO : Epoch 1891 | loss: 0.0312056 | val_loss: 0.0312098 | Time: 1751.5 ms [2021-05-13 10:44:04 main:574] : INFO : Epoch 1892 | loss: 0.0312061 | val_loss: 0.0312112 | Time: 1761.23 ms [2021-05-13 10:44:06 main:574] : INFO : Epoch 1893 | loss: 0.031205 | val_loss: 0.0312102 | Time: 1757.97 ms [2021-05-13 10:44:08 main:574] : INFO : Epoch 1894 | loss: 0.0312045 | val_loss: 0.0312098 | Time: 1748.61 ms [2021-05-13 10:44:10 main:574] : INFO : Epoch 1895 | loss: 0.0312044 | val_loss: 0.0312091 | Time: 1764.46 ms [2021-05-13 10:44:11 main:574] : INFO : Epoch 1896 | loss: 0.0312049 | val_loss: 0.0312089 | Time: 1754.52 ms [2021-05-13 10:44:13 main:574] : INFO : Epoch 1897 | loss: 0.0312041 | val_loss: 0.0312109 | Time: 1760.1 ms [2021-05-13 10:44:15 main:574] : INFO : Epoch 1898 | loss: 0.0312047 | val_loss: 0.0312149 | Time: 1759.86 ms [2021-05-13 10:44:17 main:574] : INFO : Epoch 1899 | loss: 0.0312055 | val_loss: 0.0312099 | Time: 1766.54 ms [2021-05-13 10:44:18 main:574] : INFO : Epoch 1900 | loss: 0.0312028 | val_loss: 0.0312092 | Time: 1761.05 ms [2021-05-13 10:44:20 main:574] : INFO : Epoch 1901 | loss: 0.031204 | val_loss: 0.0312113 | Time: 1756.34 ms [2021-05-13 10:44:22 main:574] : INFO : Epoch 1902 | loss: 0.0312065 | val_loss: 0.0312173 | Time: 1738.18 ms [2021-05-13 10:44:24 main:574] : INFO : Epoch 1903 | loss: 0.0312098 | val_loss: 0.0312104 | Time: 1749.62 ms [2021-05-13 10:44:25 main:574] : INFO : Epoch 1904 | loss: 0.0312053 | val_loss: 0.0312101 | Time: 1756.34 ms [2021-05-13 10:44:27 main:574] : INFO : Epoch 1905 | loss: 0.0312029 | val_loss: 0.031209 | Time: 1747.55 ms [2021-05-13 10:44:29 main:574] : INFO : Epoch 1906 | loss: 0.0312048 | val_loss: 0.0312103 | Time: 1761.98 ms [2021-05-13 10:44:31 main:574] : INFO : Epoch 1907 | loss: 0.0312036 | val_loss: 0.0312095 | Time: 1766.65 ms [2021-05-13 10:44:32 main:574] : INFO : Epoch 1908 | loss: 0.0312021 | val_loss: 0.0312088 | Time: 1758.39 ms [2021-05-13 10:44:34 main:574] : INFO : Epoch 1909 | loss: 0.0312015 | val_loss: 0.0312113 | Time: 1756.18 ms [2021-05-13 10:44:36 main:574] : INFO : Epoch 1910 | loss: 0.0312007 | val_loss: 0.0312094 | Time: 1743.63 ms [2021-05-13 10:44:38 main:574] : INFO : Epoch 1911 | loss: 0.0312004 | val_loss: 0.0312135 | Time: 1752.05 ms [2021-05-13 10:44:39 main:574] : INFO : Epoch 1912 | loss: 0.0312016 | val_loss: 0.0312095 | Time: 1751.75 ms [2021-05-13 10:44:41 main:574] : INFO : Epoch 1913 | loss: 0.0312 | val_loss: 0.0312101 | Time: 1758.19 ms [2021-05-13 10:44:43 main:574] : INFO : Epoch 1914 | loss: 0.0312007 | val_loss: 0.0312091 | Time: 1752.41 ms [2021-05-13 10:44:45 main:574] : INFO : Epoch 1915 | loss: 0.0311998 | val_loss: 0.0312077 | Time: 1746.28 ms [2021-05-13 10:44:47 main:574] : INFO : Epoch 1916 | loss: 0.0312028 | val_loss: 0.0312131 | Time: 1753.9 ms [2021-05-13 10:44:48 main:574] : INFO : Epoch 1917 | loss: 0.0312041 | val_loss: 0.0312075 | Time: 1757.24 ms [2021-05-13 10:44:50 main:574] : INFO : Epoch 1918 | loss: 0.0312015 | val_loss: 0.0312082 | Time: 1744.93 ms [2021-05-13 10:44:52 main:574] : INFO : Epoch 1919 | loss: 0.031201 | val_loss: 0.0312134 | Time: 1760.2 ms [2021-05-13 10:44:54 main:574] : INFO : Epoch 1920 | loss: 0.0311998 | val_loss: 0.0312054 | Time: 1748.88 ms [2021-05-13 10:44:55 main:574] : INFO : Epoch 1921 | loss: 0.0311991 | val_loss: 0.0312075 | Time: 1760.45 ms [2021-05-13 10:44:57 main:574] : INFO : Epoch 1922 | loss: 0.0311987 | val_loss: 0.031207 | Time: 1757.52 ms [2021-05-13 10:44:59 main:574] : INFO : Epoch 1923 | loss: 0.0311996 | val_loss: 0.0312078 | Time: 1760.69 ms [2021-05-13 10:45:01 main:574] : INFO : Epoch 1924 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 1760.64 ms [2021-05-13 10:45:02 main:574] : INFO : Epoch 1925 | loss: 0.0311999 | val_loss: 0.0312086 | Time: 1751.58 ms [2021-05-13 10:45:04 main:574] : INFO : Epoch 1926 | loss: 0.0311972 | val_loss: 0.0312064 | Time: 1747.53 ms [2021-05-13 10:45:06 main:574] : INFO : Epoch 1927 | loss: 0.0311977 | val_loss: 0.0312066 | Time: 1762.98 ms [2021-05-13 10:45:08 main:574] : INFO : Epoch 1928 | loss: 0.0311967 | val_loss: 0.0312052 | Time: 1755.98 ms [2021-05-13 10:45:09 main:574] : INFO : Epoch 1929 | loss: 0.0311991 | val_loss: 0.0312124 | Time: 1748.02 ms [2021-05-13 10:45:11 main:574] : INFO : Epoch 1930 | loss: 0.0312007 | val_loss: 0.0312052 | Time: 1749.24 ms [2021-05-13 10:45:13 main:574] : INFO : Epoch 1931 | loss: 0.0311957 | val_loss: 0.0312064 | Time: 1744.52 ms [2021-05-13 10:45:15 main:574] : INFO : Epoch 1932 | loss: 0.031196 | val_loss: 0.0312063 | Time: 1761.18 ms [2021-05-13 10:45:16 main:574] : INFO : Epoch 1933 | loss: 0.0311965 | val_loss: 0.0312057 | Time: 1740.68 ms [2021-05-13 10:45:18 main:574] : INFO : Epoch 1934 | loss: 0.0311964 | val_loss: 0.0312053 | Time: 1742.07 ms [2021-05-13 10:45:20 main:574] : INFO : Epoch 1935 | loss: 0.0311951 | val_loss: 0.0312055 | Time: 1757.73 ms [2021-05-13 10:45:22 main:574] : INFO : Epoch 1936 | loss: 0.031197 | val_loss: 0.0312089 | Time: 1743.32 ms [2021-05-13 10:45:23 main:574] : INFO : Epoch 1937 | loss: 0.0312013 | val_loss: 0.0312143 | Time: 1753.72 ms [2021-05-13 10:45:25 main:574] : INFO : Epoch 1938 | loss: 0.0311982 | val_loss: 0.0312138 | Time: 1759.41 ms [2021-05-13 10:45:27 main:574] : INFO : Epoch 1939 | loss: 0.0311985 | val_loss: 0.031207 | Time: 1763.91 ms [2021-05-13 10:45:29 main:574] : INFO : Epoch 1940 | loss: 0.0311949 | val_loss: 0.0312071 | Time: 1749.06 ms [2021-05-13 10:45:30 main:574] : INFO : Epoch 1941 | loss: 0.0311941 | val_loss: 0.0312034 | Time: 1754.34 ms [2021-05-13 10:45:32 main:574] : INFO : Epoch 1942 | loss: 0.0311935 | val_loss: 0.0312031 | Time: 1755.33 ms [2021-05-13 10:45:34 main:574] : INFO : Epoch 1943 | loss: 0.0311954 | val_loss: 0.0312036 | Time: 1741.92 ms [2021-05-13 10:45:36 main:574] : INFO : Epoch 1944 | loss: 0.031194 | val_loss: 0.0312053 | Time: 1767.15 ms [2021-05-13 10:45:37 main:574] : INFO : Epoch 1945 | loss: 0.0311956 | val_loss: 0.0312057 | Time: 1748.92 ms [2021-05-13 10:45:39 main:574] : INFO : Epoch 1946 | loss: 0.0311959 | val_loss: 0.0312054 | Time: 1745.3 ms [2021-05-13 10:45:41 main:574] : INFO : Epoch 1947 | loss: 0.0311939 | val_loss: 0.0312023 | Time: 1759.44 ms [2021-05-13 10:45:43 main:574] : INFO : Epoch 1948 | loss: 0.0311928 | val_loss: 0.0312024 | Time: 1740.44 ms [2021-05-13 10:45:45 main:574] : INFO : Epoch 1949 | loss: 0.0311925 | val_loss: 0.0312052 | Time: 1748.64 ms [2021-05-13 10:45:46 main:574] : INFO : Epoch 1950 | loss: 0.0311935 | val_loss: 0.0312052 | Time: 1754.77 ms [2021-05-13 10:45:48 main:574] : INFO : Epoch 1951 | loss: 0.0311945 | val_loss: 0.0312126 | Time: 1750.13 ms [2021-05-13 10:45:50 main:574] : INFO : Epoch 1952 | loss: 0.0311962 | val_loss: 0.0312026 | Time: 1751.15 ms [2021-05-13 10:45:52 main:574] : INFO : Epoch 1953 | loss: 0.0311973 | val_loss: 0.0312015 | Time: 1760.01 ms [2021-05-13 10:45:53 main:574] : INFO : Epoch 1954 | loss: 0.0311952 | val_loss: 0.0312007 | Time: 1747.9 ms [2021-05-13 10:45:55 main:574] : INFO : Epoch 1955 | loss: 0.0311938 | val_loss: 0.0312032 | Time: 1762.25 ms [2021-05-13 10:45:57 main:574] : INFO : Epoch 1956 | loss: 0.0311939 | val_loss: 0.0312033 | Time: 1744.38 ms [2021-05-13 10:45:59 main:574] : INFO : Epoch 1957 | loss: 0.0311922 | val_loss: 0.0312069 | Time: 1756.25 ms [2021-05-13 10:46:00 main:574] : INFO : Epoch 1958 | loss: 0.0311943 | val_loss: 0.0312032 | Time: 1765.09 ms [2021-05-13 10:46:02 main:574] : INFO : Epoch 1959 | loss: 0.0311932 | val_loss: 0.0312017 | Time: 1748.34 ms [2021-05-13 10:46:04 main:574] : INFO : Epoch 1960 | loss: 0.0311916 | val_loss: 0.0312014 | Time: 1757.81 ms [2021-05-13 10:46:06 main:574] : INFO : Epoch 1961 | loss: 0.0311907 | val_loss: 0.0312019 | Time: 1750.55 ms [2021-05-13 10:46:07 main:574] : INFO : Epoch 1962 | loss: 0.0311931 | val_loss: 0.0312082 | Time: 1767.94 ms [2021-05-13 10:46:09 main:574] : INFO : Epoch 1963 | loss: 0.031192 | val_loss: 0.0312005 | Time: 1742.65 ms [2021-05-13 10:46:11 main:574] : INFO : Epoch 1964 | loss: 0.0311915 | val_loss: 0.0312003 | Time: 1761.68 ms [2021-05-13 10:46:13 main:574] : INFO : Epoch 1965 | loss: 0.0311946 | val_loss: 0.0312008 | Time: 1754.96 ms [2021-05-13 10:46:14 main:574] : INFO : Epoch 1966 | loss: 0.0311973 | val_loss: 0.0311984 | Time: 1756.32 ms [2021-05-13 10:46:16 main:574] : INFO : Epoch 1967 | loss: 0.0311938 | val_loss: 0.0311972 | Time: 1746.26 ms [2021-05-13 10:46:18 main:574] : INFO : Epoch 1968 | loss: 0.0311946 | val_loss: 0.031203 | Time: 1767.11 ms [2021-05-13 10:46:20 main:574] : INFO : Epoch 1969 | loss: 0.0311946 | val_loss: 0.0311994 | Time: 1747.33 ms [2021-05-13 10:46:21 main:574] : INFO : Epoch 1970 | loss: 0.0311936 | val_loss: 0.0311997 | Time: 1753.76 ms [2021-05-13 10:46:23 main:574] : INFO : Epoch 1971 | loss: 0.0311917 | val_loss: 0.0311985 | Time: 1757.84 ms [2021-05-13 10:46:25 main:574] : INFO : Epoch 1972 | loss: 0.0311909 | val_loss: 0.0311988 | Time: 1770.92 ms [2021-05-13 10:46:27 main:574] : INFO : Epoch 1973 | loss: 0.0311908 | val_loss: 0.0311982 | Time: 1751.2 ms [2021-05-13 10:46:28 main:574] : INFO : Epoch 1974 | loss: 0.0311906 | val_loss: 0.0312087 | Time: 1747.07 ms [2021-05-13 10:46:30 main:574] : INFO : Epoch 1975 | loss: 0.0311907 | val_loss: 0.0311994 | Time: 1758.28 ms [2021-05-13 10:46:32 main:574] : INFO : Epoch 1976 | loss: 0.0311901 | val_loss: 0.0311996 | Time: 1751.45 ms [2021-05-13 10:46:34 main:574] : INFO : Epoch 1977 | loss: 0.0311907 | val_loss: 0.0312064 | Time: 1739.84 ms [2021-05-13 10:46:36 main:574] : INFO : Epoch 1978 | loss: 0.031194 | val_loss: 0.031204 | Time: 1757.43 ms [2021-05-13 10:46:37 main:574] : INFO : Epoch 1979 | loss: 0.0311915 | val_loss: 0.0312 | Time: 1752.48 ms [2021-05-13 10:46:39 main:574] : INFO : Epoch 1980 | loss: 0.0311893 | val_loss: 0.0312014 | Time: 1744.14 ms [2021-05-13 10:46:41 main:574] : INFO : Epoch 1981 | loss: 0.0311889 | val_loss: 0.0312007 | Time: 1768.97 ms [2021-05-13 10:46:43 main:574] : INFO : Epoch 1982 | loss: 0.0311916 | val_loss: 0.0311993 | Time: 1767.6 ms [2021-05-13 10:46:44 main:574] : INFO : Epoch 1983 | loss: 0.0311922 | val_loss: 0.0312056 | Time: 1752.14 ms [2021-05-13 10:46:46 main:574] : INFO : Epoch 1984 | loss: 0.031199 | val_loss: 0.0311986 | Time: 1758.06 ms [2021-05-13 10:46:48 main:574] : INFO : Epoch 1985 | loss: 0.0311945 | val_loss: 0.0311977 | Time: 1749.8 ms [2021-05-13 10:46:50 main:574] : INFO : Epoch 1986 | loss: 0.0311935 | val_loss: 0.0312061 | Time: 1750.36 ms [2021-05-13 10:46:51 main:574] : INFO : Epoch 1987 | loss: 0.0311918 | val_loss: 0.0311965 | Time: 1741.68 ms [2021-05-13 10:46:53 main:574] : INFO : Epoch 1988 | loss: 0.0311912 | val_loss: 0.0311966 | Time: 1749.03 ms [2021-05-13 10:46:55 main:574] : INFO : Epoch 1989 | loss: 0.0311919 | val_loss: 0.0311975 | Time: 1765.88 ms [2021-05-13 10:46:57 main:574] : INFO : Epoch 1990 | loss: 0.0311926 | val_loss: 0.0311955 | Time: 1754.06 ms [2021-05-13 10:46:58 main:574] : INFO : Epoch 1991 | loss: 0.0311908 | val_loss: 0.0311961 | Time: 1755.47 ms [2021-05-13 10:47:00 main:574] : INFO : Epoch 1992 | loss: 0.0311894 | val_loss: 0.0311944 | Time: 1761.54 ms [2021-05-13 10:47:02 main:574] : INFO : Epoch 1993 | loss: 0.031191 | val_loss: 0.031203 | Time: 1765.98 ms [2021-05-13 10:47:04 main:574] : INFO : Epoch 1994 | loss: 0.0311922 | val_loss: 0.0311949 | Time: 1764.42 ms [2021-05-13 10:47:05 main:574] : INFO : Epoch 1995 | loss: 0.0311905 | val_loss: 0.0311954 | Time: 1760.07 ms [2021-05-13 10:47:07 main:574] : INFO : Epoch 1996 | loss: 0.0311902 | val_loss: 0.0311939 | Time: 1752.95 ms [2021-05-13 10:47:09 main:574] : INFO : Epoch 1997 | loss: 0.0311892 | val_loss: 0.0311941 | Time: 1763.39 ms [2021-05-13 10:47:11 main:574] : INFO : Epoch 1998 | loss: 0.0311894 | val_loss: 0.031193 | Time: 1770.55 ms [2021-05-13 10:47:13 main:574] : INFO : Epoch 1999 | loss: 0.0311928 | val_loss: 0.0311974 | Time: 1757.66 ms [2021-05-13 10:47:14 main:574] : INFO : Epoch 2000 | loss: 0.0311922 | val_loss: 0.0311997 | Time: 1758.62 ms [2021-05-13 10:47:16 main:574] : INFO : Epoch 2001 | loss: 0.0311895 | val_loss: 0.031191 | Time: 1734.59 ms [2021-05-13 10:47:18 main:574] : INFO : Epoch 2002 | loss: 0.0311893 | val_loss: 0.0311925 | Time: 1748.54 ms [2021-05-13 10:47:20 main:574] : INFO : Epoch 2003 | loss: 0.0311881 | val_loss: 0.0311909 | Time: 1756.17 ms [2021-05-13 10:47:21 main:574] : INFO : Epoch 2004 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 1756.61 ms [2021-05-13 10:47:23 main:574] : INFO : Epoch 2005 | loss: 0.0311873 | val_loss: 0.0311913 | Time: 1758.88 ms [2021-05-13 10:47:25 main:574] : INFO : Epoch 2006 | loss: 0.0311869 | val_loss: 0.0311909 | Time: 1762 ms [2021-05-13 10:47:27 main:574] : INFO : Epoch 2007 | loss: 0.0311863 | val_loss: 0.0311903 | Time: 1748.1 ms [2021-05-13 10:47:28 main:574] : INFO : Epoch 2008 | loss: 0.0311854 | val_loss: 0.0311904 | Time: 1756.52 ms [2021-05-13 10:47:30 main:574] : INFO : Epoch 2009 | loss: 0.031185 | val_loss: 0.031191 | Time: 1745.58 ms [2021-05-13 10:47:32 main:574] : INFO : Epoch 2010 | loss: 0.0311851 | val_loss: 0.0311907 | Time: 1762.18 ms [2021-05-13 10:47:34 main:574] : INFO : Epoch 2011 | loss: 0.0311891 | val_loss: 0.0311932 | Time: 1756.27 ms [2021-05-13 10:47:35 main:574] : INFO : Epoch 2012 | loss: 0.0311906 | val_loss: 0.0311901 | Time: 1748.95 ms [2021-05-13 10:47:37 main:574] : INFO : Epoch 2013 | loss: 0.0311863 | val_loss: 0.0311907 | Time: 1760.86 ms [2021-05-13 10:47:39 main:574] : INFO : Epoch 2014 | loss: 0.0311842 | val_loss: 0.0311914 | Time: 1763.91 ms [2021-05-13 10:47:41 main:574] : INFO : Epoch 2015 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 1752.56 ms [2021-05-13 10:47:42 main:574] : INFO : Epoch 2016 | loss: 0.0311834 | val_loss: 0.0311914 | Time: 1742.41 ms [2021-05-13 10:47:44 main:574] : INFO : Epoch 2017 | loss: 0.0311833 | val_loss: 0.0311943 | Time: 1765.96 ms [2021-05-13 10:47:46 main:574] : INFO : Epoch 2018 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 1749.08 ms [2021-05-13 10:47:48 main:574] : INFO : Epoch 2019 | loss: 0.0311877 | val_loss: 0.0311901 | Time: 1747.53 ms [2021-05-13 10:47:49 main:574] : INFO : Epoch 2020 | loss: 0.0311877 | val_loss: 0.0311994 | Time: 1748.86 ms [2021-05-13 10:47:51 main:574] : INFO : Epoch 2021 | loss: 0.0311858 | val_loss: 0.0311942 | Time: 1753.92 ms [2021-05-13 10:47:53 main:574] : INFO : Epoch 2022 | loss: 0.0311818 | val_loss: 0.0311928 | Time: 1762.48 ms [2021-05-13 10:47:55 main:574] : INFO : Epoch 2023 | loss: 0.0311827 | val_loss: 0.0311906 | Time: 1758.26 ms [2021-05-13 10:47:57 main:574] : INFO : Epoch 2024 | loss: 0.0311823 | val_loss: 0.0311912 | Time: 1763.3 ms [2021-05-13 10:47:58 main:574] : INFO : Epoch 2025 | loss: 0.0311823 | val_loss: 0.0312007 | Time: 1757.57 ms [2021-05-13 10:48:00 main:574] : INFO : Epoch 2026 | loss: 0.0311816 | val_loss: 0.0311965 | Time: 1757.44 ms [2021-05-13 10:48:02 main:574] : INFO : Epoch 2027 | loss: 0.0311814 | val_loss: 0.0311914 | Time: 1748.37 ms [2021-05-13 10:48:04 main:574] : INFO : Epoch 2028 | loss: 0.0311819 | val_loss: 0.0311979 | Time: 1758.56 ms [2021-05-13 10:48:05 main:574] : INFO : Epoch 2029 | loss: 0.0311829 | val_loss: 0.0311957 | Time: 1754.37 ms [2021-05-13 10:48:07 main:574] : INFO : Epoch 2030 | loss: 0.0311841 | val_loss: 0.0311907 | Time: 1751.45 ms [2021-05-13 10:48:09 main:574] : INFO : Epoch 2031 | loss: 0.0311806 | val_loss: 0.03119 | Time: 1756.15 ms [2021-05-13 10:48:11 main:574] : INFO : Epoch 2032 | loss: 0.031181 | val_loss: 0.0311934 | Time: 1742.36 ms [2021-05-13 10:48:12 main:574] : INFO : Epoch 2033 | loss: 0.0311815 | val_loss: 0.0311956 | Time: 1763.83 ms [2021-05-13 10:48:14 main:574] : INFO : Epoch 2034 | loss: 0.031181 | val_loss: 0.0311933 | Time: 1757.8 ms [2021-05-13 10:48:16 main:574] : INFO : Epoch 2035 | loss: 0.0311834 | val_loss: 0.0311927 | Time: 1764.15 ms [2021-05-13 10:48:18 main:574] : INFO : Epoch 2036 | loss: 0.0311801 | val_loss: 0.0311922 | Time: 1756.29 ms [2021-05-13 10:48:19 main:574] : INFO : Epoch 2037 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 1759.07 ms [2021-05-13 10:48:21 main:574] : INFO : Epoch 2038 | loss: 0.0311884 | val_loss: 0.0311935 | Time: 1735.99 ms [2021-05-13 10:48:23 main:574] : INFO : Epoch 2039 | loss: 0.0311835 | val_loss: 0.031191 | Time: 1754.02 ms [2021-05-13 10:48:25 main:574] : INFO : Epoch 2040 | loss: 0.0311818 | val_loss: 0.0311929 | Time: 1755.47 ms [2021-05-13 10:48:26 main:574] : INFO : Epoch 2041 | loss: 0.0311817 | val_loss: 0.0311896 | Time: 1747.56 ms [2021-05-13 10:48:28 main:574] : INFO : Epoch 2042 | loss: 0.0311837 | val_loss: 0.0311964 | Time: 1759.17 ms [2021-05-13 10:48:30 main:574] : INFO : Epoch 2043 | loss: 0.0311798 | val_loss: 0.0311988 | Time: 1756.59 ms [2021-05-13 10:48:32 main:574] : INFO : Epoch 2044 | loss: 0.0311827 | val_loss: 0.0311971 | Time: 1761.92 ms [2021-05-13 10:48:33 main:574] : INFO : Epoch 2045 | loss: 0.0311797 | val_loss: 0.0311915 | Time: 1757.28 ms [2021-05-13 10:48:35 main:574] : INFO : Epoch 2046 | loss: 0.0311801 | val_loss: 0.0311929 | Time: 1762.75 ms [2021-05-13 10:48:37 main:574] : INFO : Epoch 2047 | loss: 0.0311787 | val_loss: 0.0311899 | Time: 1755.31 ms [2021-05-13 10:48:39 main:574] : INFO : Epoch 2048 | loss: 0.0311783 | val_loss: 0.0311977 | Time: 1760.66 ms [2021-05-13 10:48:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311977 [2021-05-13 10:48:39 main:603] : INFO : Saving end state to config to file [2021-05-13 10:48:39 main:608] : INFO : Success, exiting.. 10:48:39 (4868): 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)