Task 10199515
| Name | ParityModified-1639946572-19680-1-0_0 |
| Workunit | 7565080 |
| Created | 26 Dec 2021, 6:37:54 UTC |
| Sent | 10 Jan 2022, 22:22:35 UTC |
| Report deadline | 18 Jan 2022, 22:22:35 UTC |
| Received | 11 Jan 2022, 13:32:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 42 min 1 sec |
| CPU time | 1 hours 41 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.88 GB |
| Peak swap size | 4.78 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310234 | val_loss: 0.031307 | Time: 1605.53 ms [2022-01-11 07:18:14 main:574] : INFO : Epoch 1543 | loss: 0.0310123 | val_loss: 0.0313001 | Time: 1607.47 ms [2022-01-11 07:18:15 main:574] : INFO : Epoch 1544 | loss: 0.0310158 | val_loss: 0.0313134 | Time: 1641.44 ms [2022-01-11 07:18:17 main:574] : INFO : Epoch 1545 | loss: 0.0310133 | val_loss: 0.0313214 | Time: 1606.65 ms [2022-01-11 07:18:18 main:574] : INFO : Epoch 1546 | loss: 0.0310153 | val_loss: 0.0312956 | Time: 1665.99 ms [2022-01-11 07:18:20 main:574] : INFO : Epoch 1547 | loss: 0.0310129 | val_loss: 0.0313438 | Time: 1614.31 ms [2022-01-11 07:18:22 main:574] : INFO : Epoch 1548 | loss: 0.0310025 | val_loss: 0.0313236 | Time: 1631.09 ms [2022-01-11 07:18:23 main:574] : INFO : Epoch 1549 | loss: 0.030996 | val_loss: 0.0313536 | Time: 1607.96 ms [2022-01-11 07:18:25 main:574] : INFO : Epoch 1550 | loss: 0.0310032 | val_loss: 0.0312989 | Time: 1626.68 ms [2022-01-11 07:18:27 main:574] : INFO : Epoch 1551 | loss: 0.0310046 | val_loss: 0.0313147 | Time: 1586.74 ms [2022-01-11 07:18:28 main:574] : INFO : Epoch 1552 | loss: 0.0310096 | val_loss: 0.0313428 | Time: 1615.79 ms [2022-01-11 07:18:30 main:574] : INFO : Epoch 1553 | loss: 0.0310211 | val_loss: 0.0312544 | Time: 1597.06 ms [2022-01-11 07:18:31 main:574] : INFO : Epoch 1554 | loss: 0.0310749 | val_loss: 0.0312994 | Time: 1604.73 ms [2022-01-11 07:18:33 main:574] : INFO : Epoch 1555 | loss: 0.0310421 | val_loss: 0.0313359 | Time: 1636.17 ms [2022-01-11 07:18:35 main:574] : INFO : Epoch 1556 | loss: 0.0310267 | val_loss: 0.0313057 | Time: 1644.57 ms [2022-01-11 07:18:36 main:574] : INFO : Epoch 1557 | loss: 0.0311782 | val_loss: 0.0367776 | Time: 1620.26 ms [2022-01-11 07:18:38 main:574] : INFO : Epoch 1558 | loss: 0.0330199 | val_loss: 0.0320664 | Time: 1605.74 ms [2022-01-11 07:18:39 main:574] : INFO : Epoch 1559 | loss: 0.031688 | val_loss: 0.0313288 | Time: 1599.01 ms [2022-01-11 07:18:41 main:574] : INFO : Epoch 1560 | loss: 0.0312983 | val_loss: 0.0312645 | Time: 1642 ms [2022-01-11 07:18:43 main:574] : INFO : Epoch 1561 | loss: 0.0312573 | val_loss: 0.0312526 | Time: 1632.2 ms [2022-01-11 07:18:44 main:574] : INFO : Epoch 1562 | loss: 0.0312527 | val_loss: 0.031252 | Time: 1566.47 ms [2022-01-11 07:18:46 main:574] : INFO : Epoch 1563 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1592.94 ms [2022-01-11 07:18:48 main:574] : INFO : Epoch 1564 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1608.97 ms [2022-01-11 07:18:49 main:574] : INFO : Epoch 1565 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1631.74 ms [2022-01-11 07:18:51 main:574] : INFO : Epoch 1566 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1587.89 ms [2022-01-11 07:18:52 main:574] : INFO : Epoch 1567 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1656.49 ms [2022-01-11 07:18:54 main:574] : INFO : Epoch 1568 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1605.86 ms [2022-01-11 07:18:56 main:574] : INFO : Epoch 1569 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1621.6 ms [2022-01-11 07:18:57 main:574] : INFO : Epoch 1570 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 1636.7 ms [2022-01-11 07:18:59 main:574] : INFO : Epoch 1571 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1562.92 ms [2022-01-11 07:19:00 main:574] : INFO : Epoch 1572 | loss: 0.03125 | val_loss: 0.03125 | Time: 1595.55 ms [2022-01-11 07:19:02 main:574] : INFO : Epoch 1573 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1623 ms [2022-01-11 07:19:04 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1608.84 ms [2022-01-11 07:19:05 main:574] : INFO : Epoch 1575 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1628.27 ms [2022-01-11 07:19:07 main:574] : INFO : Epoch 1576 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1624.99 ms [2022-01-11 07:19:09 main:574] : INFO : Epoch 1577 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1647.38 ms [2022-01-11 07:19:10 main:574] : INFO : Epoch 1578 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1671.07 ms [2022-01-11 07:19:12 main:574] : INFO : Epoch 1579 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1629.81 ms [2022-01-11 07:19:13 main:574] : INFO : Epoch 1580 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1597.69 ms [2022-01-11 07:19:15 main:574] : INFO : Epoch 1581 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1624.55 ms [2022-01-11 07:19:17 main:574] : INFO : Epoch 1582 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1612.98 ms [2022-01-11 07:19:18 main:574] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1617.94 ms [2022-01-11 07:19:20 main:574] : INFO : Epoch 1584 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1643.67 ms [2022-01-11 07:19:22 main:574] : INFO : Epoch 1585 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1636.39 ms [2022-01-11 07:19:23 main:574] : INFO : Epoch 1586 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1636.31 ms [2022-01-11 07:19:25 main:574] : INFO : Epoch 1587 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1650.35 ms [2022-01-11 07:19:27 main:574] : INFO : Epoch 1588 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1577.02 ms [2022-01-11 07:19:28 main:574] : INFO : Epoch 1589 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1569.89 ms [2022-01-11 07:19:30 main:574] : INFO : Epoch 1590 | loss: 0.0312505 | val_loss: 0.0312487 | Time: 1591.61 ms [2022-01-11 07:19:31 main:574] : INFO : Epoch 1591 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1660.98 ms [2022-01-11 07:19:33 main:574] : INFO : Epoch 1592 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1570.42 ms [2022-01-11 07:19:35 main:574] : INFO : Epoch 1593 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 1585.92 ms [2022-01-11 07:19:36 main:574] : INFO : Epoch 1594 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1623.73 ms [2022-01-11 07:19:38 main:574] : INFO : Epoch 1595 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1623.89 ms [2022-01-11 07:19:39 main:574] : INFO : Epoch 1596 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1580.88 ms [2022-01-11 07:19:41 main:574] : INFO : Epoch 1597 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1622.87 ms [2022-01-11 07:19:43 main:574] : INFO : Epoch 1598 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1620.09 ms [2022-01-11 07:19:44 main:574] : INFO : Epoch 1599 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1619.66 ms [2022-01-11 07:19:46 main:574] : INFO : Epoch 1600 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1570.06 ms [2022-01-11 07:19:47 main:574] : INFO : Epoch 1601 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1634.65 ms [2022-01-11 07:19:49 main:574] : INFO : Epoch 1602 | loss: 0.031249 | val_loss: 0.0312481 | Time: 1610.13 ms [2022-01-11 07:19:51 main:574] : INFO : Epoch 1603 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1638.33 ms [2022-01-11 07:19:52 main:574] : INFO : Epoch 1604 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1607.19 ms [2022-01-11 07:19:54 main:574] : INFO : Epoch 1605 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 1603.66 ms [2022-01-11 07:19:55 main:574] : INFO : Epoch 1606 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 1571.21 ms [2022-01-11 07:19:57 main:574] : INFO : Epoch 1607 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1636.53 ms [2022-01-11 07:19:59 main:574] : INFO : Epoch 1608 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1634.93 ms [2022-01-11 07:20:00 main:574] : INFO : Epoch 1609 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1639.72 ms [2022-01-11 07:20:02 main:574] : INFO : Epoch 1610 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1596.22 ms [2022-01-11 07:20:04 main:574] : INFO : Epoch 1611 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1584.33 ms [2022-01-11 07:20:05 main:574] : INFO : Epoch 1612 | loss: 0.0312523 | val_loss: 0.0312522 | Time: 1597.76 ms [2022-01-11 07:20:07 main:574] : INFO : Epoch 1613 | loss: 0.0312505 | val_loss: 0.0312482 | Time: 1594.23 ms [2022-01-11 07:20:08 main:574] : INFO : Epoch 1614 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 1657.78 ms [2022-01-11 07:20:10 main:574] : INFO : Epoch 1615 | loss: 0.031249 | val_loss: 0.0312479 | Time: 1575.61 ms [2022-01-11 07:20:12 main:574] : INFO : Epoch 1616 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1609.43 ms [2022-01-11 07:20:13 main:574] : INFO : Epoch 1617 | loss: 0.0312489 | val_loss: 0.031248 | Time: 1640.83 ms [2022-01-11 07:20:15 main:574] : INFO : Epoch 1618 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1636.18 ms [2022-01-11 07:20:17 main:574] : INFO : Epoch 1619 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1658.15 ms [2022-01-11 07:20:18 main:574] : INFO : Epoch 1620 | loss: 0.0312489 | val_loss: 0.0312479 | Time: 1599.35 ms [2022-01-11 07:20:20 main:574] : INFO : Epoch 1621 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1621.7 ms [2022-01-11 07:20:21 main:574] : INFO : Epoch 1622 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1618.8 ms [2022-01-11 07:20:23 main:574] : INFO : Epoch 1623 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1590.05 ms [2022-01-11 07:20:25 main:574] : INFO : Epoch 1624 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1604.65 ms [2022-01-11 07:20:26 main:574] : INFO : Epoch 1625 | loss: 0.0312492 | val_loss: 0.031248 | Time: 1634.91 ms [2022-01-11 07:20:28 main:574] : INFO : Epoch 1626 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1606.69 ms [2022-01-11 07:20:29 main:574] : INFO : Epoch 1627 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 1596.7 ms [2022-01-11 07:20:31 main:574] : INFO : Epoch 1628 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1631.99 ms [2022-01-11 07:20:33 main:574] : INFO : Epoch 1629 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1615.74 ms [2022-01-11 07:20:34 main:574] : INFO : Epoch 1630 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1613.55 ms [2022-01-11 07:20:36 main:574] : INFO : Epoch 1631 | loss: 0.0312501 | val_loss: 0.0312479 | Time: 1624.71 ms [2022-01-11 07:20:38 main:574] : INFO : Epoch 1632 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1587.77 ms [2022-01-11 07:20:39 main:574] : INFO : Epoch 1633 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1603.28 ms [2022-01-11 07:20:41 main:574] : INFO : Epoch 1634 | loss: 0.0312499 | val_loss: 0.0312474 | Time: 1589.61 ms [2022-01-11 07:20:42 main:574] : INFO : Epoch 1635 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1555.15 ms [2022-01-11 07:20:44 main:574] : INFO : Epoch 1636 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1593.47 ms [2022-01-11 07:20:46 main:574] : INFO : Epoch 1637 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 1615.31 ms [2022-01-11 07:20:47 main:574] : INFO : Epoch 1638 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1590.05 ms [2022-01-11 07:20:49 main:574] : INFO : Epoch 1639 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1602.18 ms [2022-01-11 07:20:50 main:574] : INFO : Epoch 1640 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 1624.13 ms [2022-01-11 07:20:52 main:574] : INFO : Epoch 1641 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1614.2 ms [2022-01-11 07:20:54 main:574] : INFO : Epoch 1642 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1652.37 ms [2022-01-11 07:20:55 main:574] : INFO : Epoch 1643 | loss: 0.0312493 | val_loss: 0.0312477 | Time: 1614.44 ms [2022-01-11 07:20:57 main:574] : INFO : Epoch 1644 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1591.41 ms [2022-01-11 07:20:58 main:574] : INFO : Epoch 1645 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1643.49 ms [2022-01-11 07:21:00 main:574] : INFO : Epoch 1646 | loss: 0.0312519 | val_loss: 0.0312488 | Time: 1633.47 ms [2022-01-11 07:21:02 main:574] : INFO : Epoch 1647 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1616.1 ms [2022-01-11 07:21:03 main:574] : INFO : Epoch 1648 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 1620.96 ms [2022-01-11 07:21:05 main:574] : INFO : Epoch 1649 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1651.45 ms [2022-01-11 07:21:07 main:574] : INFO : Epoch 1650 | loss: 0.0312486 | val_loss: 0.031247 | Time: 1650.17 ms [2022-01-11 07:21:08 main:574] : INFO : Epoch 1651 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1636.56 ms [2022-01-11 07:21:10 main:574] : INFO : Epoch 1652 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 1623.45 ms [2022-01-11 07:21:12 main:574] : INFO : Epoch 1653 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1628.37 ms [2022-01-11 07:21:13 main:574] : INFO : Epoch 1654 | loss: 0.0312498 | val_loss: 0.0312485 | Time: 1620.94 ms [2022-01-11 07:21:15 main:574] : INFO : Epoch 1655 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1657.86 ms [2022-01-11 07:21:16 main:574] : INFO : Epoch 1656 | loss: 0.0312501 | val_loss: 0.0312486 | Time: 1614.6 ms [2022-01-11 07:21:18 main:574] : INFO : Epoch 1657 | loss: 0.0312512 | val_loss: 0.0312481 | Time: 1612.39 ms [2022-01-11 07:21:20 main:574] : INFO : Epoch 1658 | loss: 0.0312491 | val_loss: 0.0312472 | Time: 1618.16 ms [2022-01-11 07:21:21 main:574] : INFO : Epoch 1659 | loss: 0.031248 | val_loss: 0.031247 | Time: 1662.33 ms [2022-01-11 07:21:23 main:574] : INFO : Epoch 1660 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1649.42 ms [2022-01-11 07:21:25 main:574] : INFO : Epoch 1661 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1637.41 ms [2022-01-11 07:21:26 main:574] : INFO : Epoch 1662 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1623.77 ms [2022-01-11 07:21:28 main:574] : INFO : Epoch 1663 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1610.48 ms [2022-01-11 07:21:29 main:574] : INFO : Epoch 1664 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1610.5 ms [2022-01-11 07:21:31 main:574] : INFO : Epoch 1665 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1613.6 ms [2022-01-11 07:21:33 main:574] : INFO : Epoch 1666 | loss: 0.0312498 | val_loss: 0.0312479 | Time: 1584.73 ms [2022-01-11 07:21:34 main:574] : INFO : Epoch 1667 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1616.66 ms [2022-01-11 07:21:36 main:574] : INFO : Epoch 1668 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1653.51 ms [2022-01-11 07:21:38 main:574] : INFO : Epoch 1669 | loss: 0.031248 | val_loss: 0.0312504 | Time: 1628.29 ms [2022-01-11 07:21:39 main:574] : INFO : Epoch 1670 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1583.52 ms [2022-01-11 07:21:41 main:574] : INFO : Epoch 1671 | loss: 0.031248 | val_loss: 0.0312481 | Time: 1635.35 ms [2022-01-11 07:21:42 main:574] : INFO : Epoch 1672 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1626.82 ms [2022-01-11 07:21:44 main:574] : INFO : Epoch 1673 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1612.11 ms [2022-01-11 07:21:46 main:574] : INFO : Epoch 1674 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1587.96 ms [2022-01-11 07:21:47 main:574] : INFO : Epoch 1675 | loss: 0.031248 | val_loss: 0.0312478 | Time: 1644.37 ms [2022-01-11 07:21:49 main:574] : INFO : Epoch 1676 | loss: 0.031249 | val_loss: 0.031249 | Time: 1597.56 ms [2022-01-11 07:21:51 main:574] : INFO : Epoch 1677 | loss: 0.0312519 | val_loss: 0.0312536 | Time: 1632.68 ms [2022-01-11 07:21:52 main:574] : INFO : Epoch 1678 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 1629.09 ms [2022-01-11 07:21:54 main:574] : INFO : Epoch 1679 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1628.32 ms [2022-01-11 07:21:55 main:574] : INFO : Epoch 1680 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1627.14 ms [2022-01-11 07:21:57 main:574] : INFO : Epoch 1681 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1646.82 ms [2022-01-11 07:21:59 main:574] : INFO : Epoch 1682 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1627.78 ms [2022-01-11 07:22:00 main:574] : INFO : Epoch 1683 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1629.11 ms [2022-01-11 07:22:02 main:574] : INFO : Epoch 1684 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 1595.24 ms [2022-01-11 07:22:04 main:574] : INFO : Epoch 1685 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1632.55 ms [2022-01-11 07:22:05 main:574] : INFO : Epoch 1686 | loss: 0.031248 | val_loss: 0.0312486 | Time: 1613.78 ms [2022-01-11 07:22:07 main:574] : INFO : Epoch 1687 | loss: 0.0312473 | val_loss: 0.0312501 | Time: 1605.41 ms [2022-01-11 07:22:08 main:574] : INFO : Epoch 1688 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 1620.96 ms [2022-01-11 07:22:10 main:574] : INFO : Epoch 1689 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1620.66 ms [2022-01-11 07:22:12 main:574] : INFO : Epoch 1690 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1636.03 ms [2022-01-11 07:22:13 main:574] : INFO : Epoch 1691 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 1633.34 ms [2022-01-11 07:22:15 main:574] : INFO : Epoch 1692 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1638.32 ms [2022-01-11 07:22:17 main:574] : INFO : Epoch 1693 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1636.82 ms [2022-01-11 07:22:18 main:574] : INFO : Epoch 1694 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1614.26 ms [2022-01-11 07:22:20 main:574] : INFO : Epoch 1695 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1616.38 ms [2022-01-11 07:22:21 main:574] : INFO : Epoch 1696 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1620.86 ms [2022-01-11 07:22:23 main:574] : INFO : Epoch 1697 | loss: 0.031248 | val_loss: 0.0312485 | Time: 1637.69 ms [2022-01-11 07:22:25 main:574] : INFO : Epoch 1698 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 1617.75 ms [2022-01-11 07:22:26 main:574] : INFO : Epoch 1699 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 1640.25 ms [2022-01-11 07:22:28 main:574] : INFO : Epoch 1700 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1598.59 ms [2022-01-11 07:22:30 main:574] : INFO : Epoch 1701 | loss: 0.0312495 | val_loss: 0.0312484 | Time: 1573.07 ms [2022-01-11 07:22:31 main:574] : INFO : Epoch 1702 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1623.66 ms [2022-01-11 07:22:33 main:574] : INFO : Epoch 1703 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1617.91 ms [2022-01-11 07:22:34 main:574] : INFO : Epoch 1704 | loss: 0.0312502 | val_loss: 0.031248 | Time: 1613.78 ms [2022-01-11 07:22:36 main:574] : INFO : Epoch 1705 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1629.43 ms [2022-01-11 07:22:38 main:574] : INFO : Epoch 1706 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1586.81 ms [2022-01-11 07:22:39 main:574] : INFO : Epoch 1707 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1590.37 ms [2022-01-11 07:22:41 main:574] : INFO : Epoch 1708 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1603.54 ms [2022-01-11 07:22:42 main:574] : INFO : Epoch 1709 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1599.14 ms [2022-01-11 07:22:44 main:574] : INFO : Epoch 1710 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1603.2 ms [2022-01-11 07:22:46 main:574] : INFO : Epoch 1711 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 1618.32 ms [2022-01-11 07:22:47 main:574] : INFO : Epoch 1712 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 1638.75 ms [2022-01-11 07:22:49 main:574] : INFO : Epoch 1713 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1614.35 ms [2022-01-11 07:22:51 main:574] : INFO : Epoch 1714 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1641.97 ms [2022-01-11 07:22:52 main:574] : INFO : Epoch 1715 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 1619.29 ms [2022-01-11 07:22:54 main:574] : INFO : Epoch 1716 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1614.84 ms [2022-01-11 07:22:55 main:574] : INFO : Epoch 1717 | loss: 0.0312486 | val_loss: 0.031247 | Time: 1613.03 ms [2022-01-11 07:22:57 main:574] : INFO : Epoch 1718 | loss: 0.0312487 | val_loss: 0.0312472 | Time: 1590.11 ms [2022-01-11 07:22:59 main:574] : INFO : Epoch 1719 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 1614.5 ms [2022-01-11 07:23:00 main:574] : INFO : Epoch 1720 | loss: 0.031248 | val_loss: 0.031247 | Time: 1625.02 ms [2022-01-11 07:23:02 main:574] : INFO : Epoch 1721 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1608.38 ms [2022-01-11 07:23:03 main:574] : INFO : Epoch 1722 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 1633.64 ms [2022-01-11 07:23:05 main:574] : INFO : Epoch 1723 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1669.8 ms [2022-01-11 07:23:07 main:574] : INFO : Epoch 1724 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1640.51 ms [2022-01-11 07:23:08 main:574] : INFO : Epoch 1725 | loss: 0.0312484 | val_loss: 0.031247 | Time: 1640.15 ms [2022-01-11 07:23:10 main:574] : INFO : Epoch 1726 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 1614.93 ms [2022-01-11 07:23:12 main:574] : INFO : Epoch 1727 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 1594.92 ms [2022-01-11 07:23:13 main:574] : INFO : Epoch 1728 | loss: 0.0312491 | val_loss: 0.0312473 | Time: 1648.14 ms [2022-01-11 07:23:15 main:574] : INFO : Epoch 1729 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1617.96 ms [2022-01-11 07:23:17 main:574] : INFO : Epoch 1730 | loss: 0.0312481 | val_loss: 0.0312465 | Time: 1614.16 ms [2022-01-11 07:23:18 main:574] : INFO : Epoch 1731 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 1601.95 ms [2022-01-11 07:23:20 main:574] : INFO : Epoch 1732 | loss: 0.0312484 | val_loss: 0.0312532 | Time: 1663.28 ms [2022-01-11 07:23:21 main:574] : INFO : Epoch 1733 | loss: 0.0312497 | val_loss: 0.0312477 | Time: 1614.59 ms [2022-01-11 07:23:23 main:574] : INFO : Epoch 1734 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1651.5 ms [2022-01-11 07:23:25 main:574] : INFO : Epoch 1735 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1651.24 ms [2022-01-11 07:23:26 main:574] : INFO : Epoch 1736 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1631.68 ms [2022-01-11 07:23:28 main:574] : INFO : Epoch 1737 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1629.14 ms [2022-01-11 07:23:30 main:574] : INFO : Epoch 1738 | loss: 0.0312497 | val_loss: 0.0312474 | Time: 1588.01 ms [2022-01-11 07:23:31 main:574] : INFO : Epoch 1739 | loss: 0.031248 | val_loss: 0.0312514 | Time: 1594.99 ms [2022-01-11 07:23:33 main:574] : INFO : Epoch 1740 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1571.52 ms [2022-01-11 07:23:34 main:574] : INFO : Epoch 1741 | loss: 0.0312478 | val_loss: 0.0312461 | Time: 1576.32 ms [2022-01-11 07:23:36 main:574] : INFO : Epoch 1742 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 1610.22 ms [2022-01-11 07:23:38 main:574] : INFO : Epoch 1743 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1622.98 ms [2022-01-11 07:23:39 main:574] : INFO : Epoch 1744 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1590 ms [2022-01-11 07:23:41 main:574] : INFO : Epoch 1745 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1627.93 ms [2022-01-11 07:23:42 main:574] : INFO : Epoch 1746 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1605.46 ms [2022-01-11 07:23:44 main:574] : INFO : Epoch 1747 | loss: 0.0312477 | val_loss: 0.0312489 | Time: 1650.15 ms [2022-01-11 07:23:46 main:574] : INFO : Epoch 1748 | loss: 0.0312507 | val_loss: 0.0312491 | Time: 1610.23 ms [2022-01-11 07:23:47 main:574] : INFO : Epoch 1749 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1603 ms [2022-01-11 07:23:49 main:574] : INFO : Epoch 1750 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 1620.35 ms [2022-01-11 07:23:50 main:574] : INFO : Epoch 1751 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1583.39 ms [2022-01-11 07:23:52 main:574] : INFO : Epoch 1752 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1628.68 ms [2022-01-11 07:23:54 main:574] : INFO : Epoch 1753 | loss: 0.0312487 | val_loss: 0.0312469 | Time: 1617.08 ms [2022-01-11 07:23:55 main:574] : INFO : Epoch 1754 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1606.67 ms [2022-01-11 07:23:57 main:574] : INFO : Epoch 1755 | loss: 0.0312486 | val_loss: 0.0312471 | Time: 1627.13 ms [2022-01-11 07:23:59 main:574] : INFO : Epoch 1756 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 1613.61 ms [2022-01-11 07:24:00 main:574] : INFO : Epoch 1757 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1641.59 ms [2022-01-11 07:24:02 main:574] : INFO : Epoch 1758 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 1630.5 ms [2022-01-11 07:24:03 main:574] : INFO : Epoch 1759 | loss: 0.0312483 | val_loss: 0.0312465 | Time: 1591.8 ms [2022-01-11 07:24:05 main:574] : INFO : Epoch 1760 | loss: 0.0312491 | val_loss: 0.031247 | Time: 1586.72 ms [2022-01-11 07:24:07 main:574] : INFO : Epoch 1761 | loss: 0.0312484 | val_loss: 0.031247 | Time: 1619.15 ms [2022-01-11 07:24:08 main:574] : INFO : Epoch 1762 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1614.19 ms [2022-01-11 07:24:10 main:574] : INFO : Epoch 1763 | loss: 0.031248 | val_loss: 0.0312466 | Time: 1645.24 ms [2022-01-11 07:24:12 main:574] : INFO : Epoch 1764 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1632.07 ms [2022-01-11 07:24:13 main:574] : INFO : Epoch 1765 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1618.65 ms [2022-01-11 07:24:15 main:574] : INFO : Epoch 1766 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1594.09 ms [2022-01-11 07:24:16 main:574] : INFO : Epoch 1767 | loss: 0.031248 | val_loss: 0.0312471 | Time: 1626.08 ms [2022-01-11 07:24:18 main:574] : INFO : Epoch 1768 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1605.04 ms [2022-01-11 07:24:20 main:574] : INFO : Epoch 1769 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1634.94 ms [2022-01-11 07:24:21 main:574] : INFO : Epoch 1770 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1632.93 ms [2022-01-11 07:24:23 main:574] : INFO : Epoch 1771 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 1649.95 ms [2022-01-11 07:24:25 main:574] : INFO : Epoch 1772 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 1639.29 ms [2022-01-11 07:24:26 main:574] : INFO : Epoch 1773 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1655.88 ms [2022-01-11 07:24:28 main:574] : INFO : Epoch 1774 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 1667.51 ms [2022-01-11 07:24:30 main:574] : INFO : Epoch 1775 | loss: 0.031248 | val_loss: 0.0312468 | Time: 1629.2 ms [2022-01-11 07:24:31 main:574] : INFO : Epoch 1776 | loss: 0.031248 | val_loss: 0.031247 | Time: 1650.55 ms [2022-01-11 07:24:33 main:574] : INFO : Epoch 1777 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1597.82 ms [2022-01-11 07:24:34 main:574] : INFO : Epoch 1778 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1586.75 ms [2022-01-11 07:24:36 main:574] : INFO : Epoch 1779 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1596.01 ms [2022-01-11 07:24:38 main:574] : INFO : Epoch 1780 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1574.02 ms [2022-01-11 07:24:39 main:574] : INFO : Epoch 1781 | loss: 0.031249 | val_loss: 0.0312481 | Time: 1610.23 ms [2022-01-11 07:24:41 main:574] : INFO : Epoch 1782 | loss: 0.031248 | val_loss: 0.0312519 | Time: 1578.17 ms [2022-01-11 07:24:42 main:574] : INFO : Epoch 1783 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1576.43 ms [2022-01-11 07:24:44 main:574] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312483 | Time: 1622.67 ms [2022-01-11 07:24:46 main:574] : INFO : Epoch 1785 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1582.37 ms [2022-01-11 07:24:47 main:574] : INFO : Epoch 1786 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 1627.33 ms [2022-01-11 07:24:49 main:574] : INFO : Epoch 1787 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 1611.65 ms [2022-01-11 07:24:50 main:574] : INFO : Epoch 1788 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1620.83 ms [2022-01-11 07:24:52 main:574] : INFO : Epoch 1789 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1603.09 ms [2022-01-11 07:24:54 main:574] : INFO : Epoch 1790 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1624.09 ms [2022-01-11 07:24:55 main:574] : INFO : Epoch 1791 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1599.64 ms [2022-01-11 07:24:57 main:574] : INFO : Epoch 1792 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1641.12 ms [2022-01-11 07:24:59 main:574] : INFO : Epoch 1793 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 1608.17 ms [2022-01-11 07:25:00 main:574] : INFO : Epoch 1794 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 1612.07 ms [2022-01-11 07:25:02 main:574] : INFO : Epoch 1795 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1633.13 ms [2022-01-11 07:25:03 main:574] : INFO : Epoch 1796 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1614.53 ms [2022-01-11 07:25:05 main:574] : INFO : Epoch 1797 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1582.24 ms [2022-01-11 07:25:07 main:574] : INFO : Epoch 1798 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1607.71 ms [2022-01-11 07:25:08 main:574] : INFO : Epoch 1799 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1624.32 ms [2022-01-11 07:25:10 main:574] : INFO : Epoch 1800 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1576.96 ms [2022-01-11 07:25:11 main:574] : INFO : Epoch 1801 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1606.96 ms [2022-01-11 07:25:13 main:574] : INFO : Epoch 1802 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1645.48 ms [2022-01-11 07:25:15 main:574] : INFO : Epoch 1803 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1614.38 ms [2022-01-11 07:25:16 main:574] : INFO : Epoch 1804 | loss: 0.0312476 | val_loss: 0.031247 | Time: 1635.94 ms [2022-01-11 07:25:18 main:574] : INFO : Epoch 1805 | loss: 0.0312477 | val_loss: 0.0312458 | Time: 1621.24 ms [2022-01-11 07:25:20 main:574] : INFO : Epoch 1806 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 1622.32 ms [2022-01-11 07:25:21 main:574] : INFO : Epoch 1807 | loss: 0.0312478 | val_loss: 0.031246 | Time: 1630.88 ms [2022-01-11 07:25:23 main:574] : INFO : Epoch 1808 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1597.8 ms [2022-01-11 07:25:24 main:574] : INFO : Epoch 1809 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1589.25 ms [2022-01-11 07:25:26 main:574] : INFO : Epoch 1810 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 1590.32 ms [2022-01-11 07:25:28 main:574] : INFO : Epoch 1811 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1630.71 ms [2022-01-11 07:25:29 main:574] : INFO : Epoch 1812 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 1614.33 ms [2022-01-11 07:25:31 main:574] : INFO : Epoch 1813 | loss: 0.0312475 | val_loss: 0.0312485 | Time: 1667.92 ms [2022-01-11 07:25:33 main:574] : INFO : Epoch 1814 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1615.94 ms [2022-01-11 07:25:34 main:574] : INFO : Epoch 1815 | loss: 0.031247 | val_loss: 0.0312466 | Time: 1598.62 ms [2022-01-11 07:25:36 main:574] : INFO : Epoch 1816 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1615.41 ms [2022-01-11 07:25:37 main:574] : INFO : Epoch 1817 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1621.55 ms [2022-01-11 07:25:39 main:574] : INFO : Epoch 1818 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 1619.55 ms [2022-01-11 07:25:41 main:574] : INFO : Epoch 1819 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1617.72 ms [2022-01-11 07:25:42 main:574] : INFO : Epoch 1820 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1622.9 ms [2022-01-11 07:25:44 main:574] : INFO : Epoch 1821 | loss: 0.0312503 | val_loss: 0.031248 | Time: 1574.78 ms [2022-01-11 07:25:45 main:574] : INFO : Epoch 1822 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1601.26 ms [2022-01-11 07:25:47 main:574] : INFO : Epoch 1823 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 1631.77 ms [2022-01-11 07:25:49 main:574] : INFO : Epoch 1824 | loss: 0.0312481 | val_loss: 0.0312465 | Time: 1597.49 ms [2022-01-11 07:25:50 main:574] : INFO : Epoch 1825 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1658.52 ms [2022-01-11 07:25:52 main:574] : INFO : Epoch 1826 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1619.22 ms [2022-01-11 07:25:54 main:574] : INFO : Epoch 1827 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 1610.86 ms [2022-01-11 07:25:55 main:574] : INFO : Epoch 1828 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1605.37 ms [2022-01-11 07:25:57 main:574] : INFO : Epoch 1829 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 1668.92 ms [2022-01-11 07:25:58 main:574] : INFO : Epoch 1830 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 1630.31 ms [2022-01-11 07:26:00 main:574] : INFO : Epoch 1831 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 1603.47 ms [2022-01-11 07:26:02 main:574] : INFO : Epoch 1832 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 1568.91 ms [2022-01-11 07:26:03 main:574] : INFO : Epoch 1833 | loss: 0.0312482 | val_loss: 0.0312464 | Time: 1614.35 ms [2022-01-11 07:26:05 main:574] : INFO : Epoch 1834 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 1625.65 ms [2022-01-11 07:26:06 main:574] : INFO : Epoch 1835 | loss: 0.0312487 | val_loss: 0.0312457 | Time: 1601.43 ms [2022-01-11 07:26:08 main:574] : INFO : Epoch 1836 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1583.64 ms [2022-01-11 07:26:10 main:574] : INFO : Epoch 1837 | loss: 0.0312485 | val_loss: 0.0312465 | Time: 1609.08 ms [2022-01-11 07:26:11 main:574] : INFO : Epoch 1838 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 1630.09 ms [2022-01-11 07:26:13 main:574] : INFO : Epoch 1839 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 1602.94 ms [2022-01-11 07:26:15 main:574] : INFO : Epoch 1840 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1646.64 ms [2022-01-11 07:26:16 main:574] : INFO : Epoch 1841 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 1655.25 ms [2022-01-11 07:26:18 main:574] : INFO : Epoch 1842 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 1597.72 ms [2022-01-11 07:26:19 main:574] : INFO : Epoch 1843 | loss: 0.0312486 | val_loss: 0.0312497 | Time: 1676.38 ms [2022-01-11 07:26:21 main:574] : INFO : Epoch 1844 | loss: 0.031249 | val_loss: 0.0312467 | Time: 1601.1 ms [2022-01-11 07:26:23 main:574] : INFO : Epoch 1845 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 1667.11 ms [2022-01-11 07:26:24 main:574] : INFO : Epoch 1846 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 1621.75 ms [2022-01-11 07:26:26 main:574] : INFO : Epoch 1847 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 1617.88 ms [2022-01-11 07:26:28 main:574] : INFO : Epoch 1848 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 1639.43 ms [2022-01-11 07:26:29 main:574] : INFO : Epoch 1849 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 1579.63 ms [2022-01-11 07:26:31 main:574] : INFO : Epoch 1850 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 1650.64 ms [2022-01-11 07:26:33 main:574] : INFO : Epoch 1851 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 1633.83 ms [2022-01-11 07:26:34 main:574] : INFO : Epoch 1852 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 1594.39 ms [2022-01-11 07:26:36 main:574] : INFO : Epoch 1853 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 1633.77 ms [2022-01-11 07:26:37 main:574] : INFO : Epoch 1854 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 1583.08 ms [2022-01-11 07:26:39 main:574] : INFO : Epoch 1855 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 1635.52 ms [2022-01-11 07:26:41 main:574] : INFO : Epoch 1856 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1573.82 ms [2022-01-11 07:26:42 main:574] : INFO : Epoch 1857 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1585.69 ms [2022-01-11 07:26:44 main:574] : INFO : Epoch 1858 | loss: 0.031247 | val_loss: 0.0312502 | Time: 1634.74 ms [2022-01-11 07:26:45 main:574] : INFO : Epoch 1859 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 1615.83 ms [2022-01-11 07:26:47 main:574] : INFO : Epoch 1860 | loss: 0.0312463 | val_loss: 0.0312486 | Time: 1596.73 ms [2022-01-11 07:26:49 main:574] : INFO : Epoch 1861 | loss: 0.0312489 | val_loss: 0.0312516 | Time: 1591.97 ms [2022-01-11 07:26:50 main:574] : INFO : Epoch 1862 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1621.01 ms [2022-01-11 07:26:52 main:574] : INFO : Epoch 1863 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1611.14 ms [2022-01-11 07:26:53 main:574] : INFO : Epoch 1864 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1590.88 ms [2022-01-11 07:26:55 main:574] : INFO : Epoch 1865 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 1627.28 ms [2022-01-11 07:26:57 main:574] : INFO : Epoch 1866 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1605.54 ms [2022-01-11 07:26:58 main:574] : INFO : Epoch 1867 | loss: 0.0312472 | val_loss: 0.031249 | Time: 1619.99 ms [2022-01-11 07:27:00 main:574] : INFO : Epoch 1868 | loss: 0.031247 | val_loss: 0.0312475 | Time: 1640.19 ms [2022-01-11 07:27:02 main:574] : INFO : Epoch 1869 | loss: 0.0312457 | val_loss: 0.031245 | Time: 1609.32 ms [2022-01-11 07:27:03 main:574] : INFO : Epoch 1870 | loss: 0.0312471 | val_loss: 0.0312531 | Time: 1635.57 ms [2022-01-11 07:27:05 main:574] : INFO : Epoch 1871 | loss: 0.0312502 | val_loss: 0.031248 | Time: 1607 ms [2022-01-11 07:27:06 main:574] : INFO : Epoch 1872 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 1636.58 ms [2022-01-11 07:27:08 main:574] : INFO : Epoch 1873 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 1606.05 ms [2022-01-11 07:27:10 main:574] : INFO : Epoch 1874 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 1628.63 ms [2022-01-11 07:27:11 main:574] : INFO : Epoch 1875 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1608.62 ms [2022-01-11 07:27:13 main:574] : INFO : Epoch 1876 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 1635.07 ms [2022-01-11 07:27:15 main:574] : INFO : Epoch 1877 | loss: 0.0312452 | val_loss: 0.0312451 | Time: 1663.62 ms [2022-01-11 07:27:16 main:574] : INFO : Epoch 1878 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 1626.75 ms [2022-01-11 07:27:18 main:574] : INFO : Epoch 1879 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 1635.26 ms [2022-01-11 07:27:19 main:574] : INFO : Epoch 1880 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1644.19 ms [2022-01-11 07:27:21 main:574] : INFO : Epoch 1881 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1594.6 ms [2022-01-11 07:27:23 main:574] : INFO : Epoch 1882 | loss: 0.0312453 | val_loss: 0.031245 | Time: 1621.07 ms [2022-01-11 07:27:24 main:574] : INFO : Epoch 1883 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1645.66 ms [2022-01-11 07:27:26 main:574] : INFO : Epoch 1884 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1634.73 ms [2022-01-11 07:27:28 main:574] : INFO : Epoch 1885 | loss: 0.031246 | val_loss: 0.0312456 | Time: 1645.81 ms [2022-01-11 07:27:29 main:574] : INFO : Epoch 1886 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1626.71 ms [2022-01-11 07:27:31 main:574] : INFO : Epoch 1887 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 1649.13 ms [2022-01-11 07:27:33 main:574] : INFO : Epoch 1888 | loss: 0.0312455 | val_loss: 0.0312467 | Time: 1614.46 ms [2022-01-11 07:27:34 main:574] : INFO : Epoch 1889 | loss: 0.031245 | val_loss: 0.031246 | Time: 1615.04 ms [2022-01-11 07:27:36 main:574] : INFO : Epoch 1890 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1587.77 ms [2022-01-11 07:27:37 main:574] : INFO : Epoch 1891 | loss: 0.0312452 | val_loss: 0.0312464 | Time: 1623.8 ms [2022-01-11 07:27:39 main:574] : INFO : Epoch 1892 | loss: 0.0312447 | val_loss: 0.0312461 | Time: 1613.03 ms [2022-01-11 07:27:41 main:574] : INFO : Epoch 1893 | loss: 0.0312448 | val_loss: 0.0312451 | Time: 1606.78 ms [2022-01-11 07:27:42 main:574] : INFO : Epoch 1894 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1648.2 ms [2022-01-11 07:27:44 main:574] : INFO : Epoch 1895 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 1611.22 ms [2022-01-11 07:27:46 main:574] : INFO : Epoch 1896 | loss: 0.0312467 | val_loss: 0.0312444 | Time: 1624.51 ms [2022-01-11 07:27:47 main:574] : INFO : Epoch 1897 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 1603.08 ms [2022-01-11 07:27:49 main:574] : INFO : Epoch 1898 | loss: 0.0312461 | val_loss: 0.031246 | Time: 1615.47 ms [2022-01-11 07:27:50 main:574] : INFO : Epoch 1899 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1586.91 ms [2022-01-11 07:27:52 main:574] : INFO : Epoch 1900 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 1554.14 ms [2022-01-11 07:27:54 main:574] : INFO : Epoch 1901 | loss: 0.0312477 | val_loss: 0.0312456 | Time: 1641.62 ms [2022-01-11 07:27:55 main:574] : INFO : Epoch 1902 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1582.59 ms [2022-01-11 07:27:57 main:574] : INFO : Epoch 1903 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 1659.21 ms [2022-01-11 07:27:58 main:574] : INFO : Epoch 1904 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 1606.46 ms [2022-01-11 07:28:00 main:574] : INFO : Epoch 1905 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1631.54 ms [2022-01-11 07:28:02 main:574] : INFO : Epoch 1906 | loss: 0.0312454 | val_loss: 0.031245 | Time: 1629.16 ms [2022-01-11 07:28:03 main:574] : INFO : Epoch 1907 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 1630.04 ms [2022-01-11 07:28:05 main:574] : INFO : Epoch 1908 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 1611.22 ms [2022-01-11 07:28:07 main:574] : INFO : Epoch 1909 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 1619.94 ms [2022-01-11 07:28:08 main:574] : INFO : Epoch 1910 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 1552.3 ms [2022-01-11 07:28:10 main:574] : INFO : Epoch 1911 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1649.06 ms [2022-01-11 07:28:11 main:574] : INFO : Epoch 1912 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 1569.99 ms [2022-01-11 07:28:13 main:574] : INFO : Epoch 1913 | loss: 0.0312456 | val_loss: 0.0312435 | Time: 1604.73 ms [2022-01-11 07:28:14 main:574] : INFO : Epoch 1914 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 1579.62 ms [2022-01-11 07:28:16 main:574] : INFO : Epoch 1915 | loss: 0.0312462 | val_loss: 0.0312442 | Time: 1634.68 ms [2022-01-11 07:28:18 main:574] : INFO : Epoch 1916 | loss: 0.0312452 | val_loss: 0.0312431 | Time: 1598.01 ms [2022-01-11 07:28:19 main:574] : INFO : Epoch 1917 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 1652.93 ms [2022-01-11 07:28:21 main:574] : INFO : Epoch 1918 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 1632.18 ms [2022-01-11 07:28:23 main:574] : INFO : Epoch 1919 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1582.34 ms [2022-01-11 07:28:24 main:574] : INFO : Epoch 1920 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1629.27 ms [2022-01-11 07:28:26 main:574] : INFO : Epoch 1921 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 1594.22 ms [2022-01-11 07:28:27 main:574] : INFO : Epoch 1922 | loss: 0.0312472 | val_loss: 0.031249 | Time: 1637.55 ms [2022-01-11 07:28:29 main:574] : INFO : Epoch 1923 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 1656.92 ms [2022-01-11 07:28:31 main:574] : INFO : Epoch 1924 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 1638.52 ms [2022-01-11 07:28:32 main:574] : INFO : Epoch 1925 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 1628 ms [2022-01-11 07:28:34 main:574] : INFO : Epoch 1926 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1619.61 ms [2022-01-11 07:28:36 main:574] : INFO : Epoch 1927 | loss: 0.0312447 | val_loss: 0.0312433 | Time: 1579.44 ms [2022-01-11 07:28:37 main:574] : INFO : Epoch 1928 | loss: 0.0312441 | val_loss: 0.0312428 | Time: 1626.73 ms [2022-01-11 07:28:39 main:574] : INFO : Epoch 1929 | loss: 0.0312443 | val_loss: 0.0312432 | Time: 1618.49 ms [2022-01-11 07:28:40 main:574] : INFO : Epoch 1930 | loss: 0.0312435 | val_loss: 0.0312444 | Time: 1656.96 ms [2022-01-11 07:28:42 main:574] : INFO : Epoch 1931 | loss: 0.0312452 | val_loss: 0.0312431 | Time: 1600.16 ms [2022-01-11 07:28:44 main:574] : INFO : Epoch 1932 | loss: 0.0312447 | val_loss: 0.0312425 | Time: 1628.38 ms [2022-01-11 07:28:45 main:574] : INFO : Epoch 1933 | loss: 0.0312458 | val_loss: 0.031244 | Time: 1580.93 ms [2022-01-11 07:28:47 main:574] : INFO : Epoch 1934 | loss: 0.031244 | val_loss: 0.0312458 | Time: 1587.58 ms [2022-01-11 07:28:49 main:574] : INFO : Epoch 1935 | loss: 0.0312459 | val_loss: 0.0312418 | Time: 1626.21 ms [2022-01-11 07:28:50 main:574] : INFO : Epoch 1936 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 1569.48 ms [2022-01-11 07:28:52 main:574] : INFO : Epoch 1937 | loss: 0.0312431 | val_loss: 0.031243 | Time: 1561.36 ms [2022-01-11 07:28:53 main:574] : INFO : Epoch 1938 | loss: 0.0312431 | val_loss: 0.0312412 | Time: 1593.46 ms [2022-01-11 07:28:55 main:574] : INFO : Epoch 1939 | loss: 0.0312426 | val_loss: 0.0312409 | Time: 1627.58 ms [2022-01-11 07:28:56 main:574] : INFO : Epoch 1940 | loss: 0.0312465 | val_loss: 0.0312498 | Time: 1587.49 ms [2022-01-11 07:28:58 main:574] : INFO : Epoch 1941 | loss: 0.0312456 | val_loss: 0.031241 | Time: 1600.35 ms [2022-01-11 07:29:00 main:574] : INFO : Epoch 1942 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 1603.34 ms [2022-01-11 07:29:01 main:574] : INFO : Epoch 1943 | loss: 0.0312446 | val_loss: 0.0312421 | Time: 1628.75 ms [2022-01-11 07:29:03 main:574] : INFO : Epoch 1944 | loss: 0.0312421 | val_loss: 0.0312404 | Time: 1630.8 ms [2022-01-11 07:29:05 main:574] : INFO : Epoch 1945 | loss: 0.0312413 | val_loss: 0.0312415 | Time: 1596.34 ms [2022-01-11 07:29:06 main:574] : INFO : Epoch 1946 | loss: 0.0312417 | val_loss: 0.0312428 | Time: 1623.64 ms [2022-01-11 07:29:08 main:574] : INFO : Epoch 1947 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 1649.44 ms [2022-01-11 07:29:09 main:574] : INFO : Epoch 1948 | loss: 0.0312411 | val_loss: 0.0312401 | Time: 1599.16 ms [2022-01-11 07:29:11 main:574] : INFO : Epoch 1949 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 1653.4 ms [2022-01-11 07:29:13 main:574] : INFO : Epoch 1950 | loss: 0.0312413 | val_loss: 0.0312394 | Time: 1594.81 ms [2022-01-11 07:29:14 main:574] : INFO : Epoch 1951 | loss: 0.0312403 | val_loss: 0.0312392 | Time: 1617.01 ms [2022-01-11 07:29:16 main:574] : INFO : Epoch 1952 | loss: 0.031241 | val_loss: 0.0312392 | Time: 1608.17 ms [2022-01-11 07:29:18 main:574] : INFO : Epoch 1953 | loss: 0.0312436 | val_loss: 0.0312486 | Time: 1615.75 ms [2022-01-11 07:29:19 main:574] : INFO : Epoch 1954 | loss: 0.0312429 | val_loss: 0.0312374 | Time: 1585.02 ms [2022-01-11 07:29:21 main:574] : INFO : Epoch 1955 | loss: 0.0312397 | val_loss: 0.031239 | Time: 1612.39 ms [2022-01-11 07:29:22 main:574] : INFO : Epoch 1956 | loss: 0.0312411 | val_loss: 0.0312396 | Time: 1601.82 ms [2022-01-11 07:29:24 main:574] : INFO : Epoch 1957 | loss: 0.0312406 | val_loss: 0.0312373 | Time: 1640.28 ms [2022-01-11 07:29:26 main:574] : INFO : Epoch 1958 | loss: 0.0312388 | val_loss: 0.0312404 | Time: 1628.04 ms [2022-01-11 07:29:27 main:574] : INFO : Epoch 1959 | loss: 0.0312402 | val_loss: 0.0312373 | Time: 1619.26 ms [2022-01-11 07:29:29 main:574] : INFO : Epoch 1960 | loss: 0.0312382 | val_loss: 0.0312379 | Time: 1622.27 ms [2022-01-11 07:29:30 main:574] : INFO : Epoch 1961 | loss: 0.0312375 | val_loss: 0.0312369 | Time: 1630.04 ms [2022-01-11 07:29:32 main:574] : INFO : Epoch 1962 | loss: 0.0312377 | val_loss: 0.0312362 | Time: 1646.99 ms [2022-01-11 07:29:34 main:574] : INFO : Epoch 1963 | loss: 0.0312369 | val_loss: 0.0312369 | Time: 1606.14 ms [2022-01-11 07:29:35 main:574] : INFO : Epoch 1964 | loss: 0.0312374 | val_loss: 0.0312434 | Time: 1612.55 ms [2022-01-11 07:29:37 main:574] : INFO : Epoch 1965 | loss: 0.0312357 | val_loss: 0.0312366 | Time: 1615.83 ms [2022-01-11 07:29:39 main:574] : INFO : Epoch 1966 | loss: 0.0312357 | val_loss: 0.0312339 | Time: 1606.06 ms [2022-01-11 07:29:40 main:574] : INFO : Epoch 1967 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 1614.57 ms [2022-01-11 07:29:42 main:574] : INFO : Epoch 1968 | loss: 0.031243 | val_loss: 0.0312442 | Time: 1601.53 ms [2022-01-11 07:29:43 main:574] : INFO : Epoch 1969 | loss: 0.0312416 | val_loss: 0.0312351 | Time: 1622.69 ms [2022-01-11 07:29:45 main:574] : INFO : Epoch 1970 | loss: 0.0312398 | val_loss: 0.031257 | Time: 1612.67 ms [2022-01-11 07:29:47 main:574] : INFO : Epoch 1971 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1602.73 ms [2022-01-11 07:29:48 main:574] : INFO : Epoch 1972 | loss: 0.0312376 | val_loss: 0.0312363 | Time: 1615.2 ms [2022-01-11 07:29:50 main:574] : INFO : Epoch 1973 | loss: 0.0312366 | val_loss: 0.0312349 | Time: 1599.3 ms [2022-01-11 07:29:51 main:574] : INFO : Epoch 1974 | loss: 0.0312381 | val_loss: 0.0312363 | Time: 1571.23 ms [2022-01-11 07:29:53 main:574] : INFO : Epoch 1975 | loss: 0.031234 | val_loss: 0.0312393 | Time: 1575.38 ms [2022-01-11 07:29:55 main:574] : INFO : Epoch 1976 | loss: 0.0312347 | val_loss: 0.0312323 | Time: 1585.33 ms [2022-01-11 07:29:56 main:574] : INFO : Epoch 1977 | loss: 0.0312343 | val_loss: 0.0312411 | Time: 1616.58 ms [2022-01-11 07:29:58 main:574] : INFO : Epoch 1978 | loss: 0.0312352 | val_loss: 0.0312316 | Time: 1585.4 ms [2022-01-11 07:29:59 main:574] : INFO : Epoch 1979 | loss: 0.0312332 | val_loss: 0.0312296 | Time: 1591.41 ms [2022-01-11 07:30:01 main:574] : INFO : Epoch 1980 | loss: 0.0312319 | val_loss: 0.0312317 | Time: 1600.25 ms [2022-01-11 07:30:03 main:574] : INFO : Epoch 1981 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 1646.79 ms [2022-01-11 07:30:04 main:574] : INFO : Epoch 1982 | loss: 0.0312316 | val_loss: 0.0312292 | Time: 1620.18 ms [2022-01-11 07:30:06 main:574] : INFO : Epoch 1983 | loss: 0.0312312 | val_loss: 0.0312295 | Time: 1661.34 ms [2022-01-11 07:30:08 main:574] : INFO : Epoch 1984 | loss: 0.0312335 | val_loss: 0.0312384 | Time: 1620.74 ms [2022-01-11 07:30:09 main:574] : INFO : Epoch 1985 | loss: 0.0312391 | val_loss: 0.0312284 | Time: 1629.18 ms [2022-01-11 07:30:11 main:574] : INFO : Epoch 1986 | loss: 0.0312301 | val_loss: 0.0312275 | Time: 1642.91 ms [2022-01-11 07:30:13 main:574] : INFO : Epoch 1987 | loss: 0.0312325 | val_loss: 0.0312309 | Time: 1642.02 ms [2022-01-11 07:30:14 main:574] : INFO : Epoch 1988 | loss: 0.0312358 | val_loss: 0.0312349 | Time: 1623.09 ms [2022-01-11 07:30:16 main:574] : INFO : Epoch 1989 | loss: 0.0312315 | val_loss: 0.0312387 | Time: 1633.28 ms [2022-01-11 07:30:17 main:574] : INFO : Epoch 1990 | loss: 0.0312336 | val_loss: 0.0312257 | Time: 1613.22 ms [2022-01-11 07:30:19 main:574] : INFO : Epoch 1991 | loss: 0.0312278 | val_loss: 0.0312279 | Time: 1652.21 ms [2022-01-11 07:30:21 main:574] : INFO : Epoch 1992 | loss: 0.0312308 | val_loss: 0.03123 | Time: 1622.15 ms [2022-01-11 07:30:22 main:574] : INFO : Epoch 1993 | loss: 0.0312279 | val_loss: 0.0312282 | Time: 1599.66 ms [2022-01-11 07:30:24 main:574] : INFO : Epoch 1994 | loss: 0.0312269 | val_loss: 0.0312261 | Time: 1607.85 ms [2022-01-11 07:30:25 main:574] : INFO : Epoch 1995 | loss: 0.0312276 | val_loss: 0.0312284 | Time: 1617.88 ms [2022-01-11 07:30:27 main:574] : INFO : Epoch 1996 | loss: 0.0312328 | val_loss: 0.03123 | Time: 1631.53 ms [2022-01-11 07:30:29 main:574] : INFO : Epoch 1997 | loss: 0.0312279 | val_loss: 0.0312316 | Time: 1602.82 ms [2022-01-11 07:30:30 main:574] : INFO : Epoch 1998 | loss: 0.031226 | val_loss: 0.0312251 | Time: 1637.01 ms [2022-01-11 07:30:32 main:574] : INFO : Epoch 1999 | loss: 0.0312263 | val_loss: 0.0312229 | Time: 1648.62 ms [2022-01-11 07:30:34 main:574] : INFO : Epoch 2000 | loss: 0.0312246 | val_loss: 0.0312237 | Time: 1602.44 ms [2022-01-11 07:30:35 main:574] : INFO : Epoch 2001 | loss: 0.0312237 | val_loss: 0.0312234 | Time: 1616.77 ms [2022-01-11 07:30:37 main:574] : INFO : Epoch 2002 | loss: 0.0312227 | val_loss: 0.0312214 | Time: 1619.08 ms [2022-01-11 07:30:38 main:574] : INFO : Epoch 2003 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 1596.42 ms [2022-01-11 07:30:40 main:574] : INFO : Epoch 2004 | loss: 0.0312321 | val_loss: 0.031248 | Time: 1583.18 ms [2022-01-11 07:30:42 main:574] : INFO : Epoch 2005 | loss: 0.0312344 | val_loss: 0.0312291 | Time: 1623.94 ms [2022-01-11 07:30:43 main:574] : INFO : Epoch 2006 | loss: 0.0312249 | val_loss: 0.0312216 | Time: 1613.38 ms [2022-01-11 07:30:45 main:574] : INFO : Epoch 2007 | loss: 0.0312229 | val_loss: 0.0312217 | Time: 1647.48 ms [2022-01-11 07:30:47 main:574] : INFO : Epoch 2008 | loss: 0.0312216 | val_loss: 0.0312214 | Time: 1627.88 ms [2022-01-11 07:30:48 main:574] : INFO : Epoch 2009 | loss: 0.0312237 | val_loss: 0.0312227 | Time: 1624.92 ms [2022-01-11 07:30:50 main:574] : INFO : Epoch 2010 | loss: 0.0312283 | val_loss: 0.0312249 | Time: 1610 ms [2022-01-11 07:30:51 main:574] : INFO : Epoch 2011 | loss: 0.0312267 | val_loss: 0.0312244 | Time: 1613.06 ms [2022-01-11 07:30:53 main:574] : INFO : Epoch 2012 | loss: 0.0312239 | val_loss: 0.0312211 | Time: 1617.23 ms [2022-01-11 07:30:55 main:574] : INFO : Epoch 2013 | loss: 0.0312257 | val_loss: 0.0312219 | Time: 1579.52 ms [2022-01-11 07:30:56 main:574] : INFO : Epoch 2014 | loss: 0.031222 | val_loss: 0.0312216 | Time: 1632.42 ms [2022-01-11 07:30:58 main:574] : INFO : Epoch 2015 | loss: 0.0312215 | val_loss: 0.0312197 | Time: 1614.5 ms [2022-01-11 07:30:59 main:574] : INFO : Epoch 2016 | loss: 0.0312201 | val_loss: 0.0312275 | Time: 1603.42 ms [2022-01-11 07:31:01 main:574] : INFO : Epoch 2017 | loss: 0.0312243 | val_loss: 0.0312221 | Time: 1601.8 ms [2022-01-11 07:31:03 main:574] : INFO : Epoch 2018 | loss: 0.0312255 | val_loss: 0.0312225 | Time: 1628.48 ms [2022-01-11 07:31:04 main:574] : INFO : Epoch 2019 | loss: 0.0312218 | val_loss: 0.0312267 | Time: 1646.75 ms [2022-01-11 07:31:06 main:574] : INFO : Epoch 2020 | loss: 0.0312214 | val_loss: 0.0312195 | Time: 1623.68 ms [2022-01-11 07:31:08 main:574] : INFO : Epoch 2021 | loss: 0.0312251 | val_loss: 0.0312316 | Time: 1661.78 ms [2022-01-11 07:31:09 main:574] : INFO : Epoch 2022 | loss: 0.0312258 | val_loss: 0.0312224 | Time: 1615.01 ms [2022-01-11 07:31:11 main:574] : INFO : Epoch 2023 | loss: 0.0312219 | val_loss: 0.0312196 | Time: 1619.21 ms [2022-01-11 07:31:13 main:574] : INFO : Epoch 2024 | loss: 0.0312212 | val_loss: 0.0312264 | Time: 1656.69 ms [2022-01-11 07:31:14 main:574] : INFO : Epoch 2025 | loss: 0.031226 | val_loss: 0.0312258 | Time: 1649.49 ms [2022-01-11 07:31:16 main:574] : INFO : Epoch 2026 | loss: 0.0312227 | val_loss: 0.0312209 | Time: 1568.36 ms [2022-01-11 07:31:17 main:574] : INFO : Epoch 2027 | loss: 0.0312218 | val_loss: 0.0312187 | Time: 1573.07 ms [2022-01-11 07:31:19 main:574] : INFO : Epoch 2028 | loss: 0.0312214 | val_loss: 0.0312249 | Time: 1604.65 ms [2022-01-11 07:31:21 main:574] : INFO : Epoch 2029 | loss: 0.0312233 | val_loss: 0.0312213 | Time: 1625.67 ms [2022-01-11 07:31:22 main:574] : INFO : Epoch 2030 | loss: 0.0312246 | val_loss: 0.0312225 | Time: 1637.4 ms [2022-01-11 07:31:24 main:574] : INFO : Epoch 2031 | loss: 0.0312203 | val_loss: 0.0312187 | Time: 1624.24 ms [2022-01-11 07:31:26 main:574] : INFO : Epoch 2032 | loss: 0.0312196 | val_loss: 0.0312194 | Time: 1659.69 ms [2022-01-11 07:31:27 main:574] : INFO : Epoch 2033 | loss: 0.0312204 | val_loss: 0.0312211 | Time: 1667.49 ms [2022-01-11 07:31:29 main:574] : INFO : Epoch 2034 | loss: 0.0312198 | val_loss: 0.0312195 | Time: 1651.66 ms [2022-01-11 07:31:31 main:574] : INFO : Epoch 2035 | loss: 0.0312196 | val_loss: 0.0312255 | Time: 1655.81 ms [2022-01-11 07:31:32 main:574] : INFO : Epoch 2036 | loss: 0.0312201 | val_loss: 0.0312166 | Time: 1620.25 ms [2022-01-11 07:31:34 main:574] : INFO : Epoch 2037 | loss: 0.0312181 | val_loss: 0.0312216 | Time: 1591.21 ms [2022-01-11 07:31:35 main:574] : INFO : Epoch 2038 | loss: 0.0312223 | val_loss: 0.0312224 | Time: 1631.01 ms [2022-01-11 07:31:37 main:574] : INFO : Epoch 2039 | loss: 0.0312196 | val_loss: 0.0312173 | Time: 1654.84 ms [2022-01-11 07:31:39 main:574] : INFO : Epoch 2040 | loss: 0.0312171 | val_loss: 0.031217 | Time: 1620.64 ms [2022-01-11 07:31:40 main:574] : INFO : Epoch 2041 | loss: 0.0312186 | val_loss: 0.0312281 | Time: 1607.94 ms [2022-01-11 07:31:42 main:574] : INFO : Epoch 2042 | loss: 0.0312201 | val_loss: 0.0312189 | Time: 1627.63 ms [2022-01-11 07:31:43 main:574] : INFO : Epoch 2043 | loss: 0.0312201 | val_loss: 0.0312164 | Time: 1610.33 ms [2022-01-11 07:31:45 main:574] : INFO : Epoch 2044 | loss: 0.0312237 | val_loss: 0.0312247 | Time: 1611.27 ms [2022-01-11 07:31:47 main:574] : INFO : Epoch 2045 | loss: 0.0312221 | val_loss: 0.0312272 | Time: 1592.4 ms [2022-01-11 07:31:48 main:574] : INFO : Epoch 2046 | loss: 0.031224 | val_loss: 0.0312227 | Time: 1614.83 ms [2022-01-11 07:31:50 main:574] : INFO : Epoch 2047 | loss: 0.0312227 | val_loss: 0.0312183 | Time: 1619.57 ms [2022-01-11 07:31:52 main:574] : INFO : Epoch 2048 | loss: 0.0312182 | val_loss: 0.0312175 | Time: 1599.76 ms [2022-01-11 07:31:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312175 [2022-01-11 07:31:52 main:603] : INFO : Saving end state to config to file [2022-01-11 07:31:52 main:608] : INFO : Success, exiting.. 07:31:52 (10080): 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)