Task 10212491
| Name | ParityModified-1639948232-17704-0_1 |
| Workunit | 7378606 |
| Created | 26 Dec 2021, 18:07:41 UTC |
| Sent | 26 Dec 2021, 18:43:32 UTC |
| Report deadline | 3 Jan 2022, 18:43:32 UTC |
| Received | 26 Dec 2021, 20:42:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 55 min 16 sec |
| CPU time | 54 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 23:27 main:574] : INFO : Epoch 1542 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1605.93 ms [2021-12-26 21:23:28 main:574] : INFO : Epoch 1543 | loss: 0.0312507 | val_loss: 0.0312539 | Time: 1599.39 ms [2021-12-26 21:23:30 main:574] : INFO : Epoch 1544 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1616.64 ms [2021-12-26 21:23:32 main:574] : INFO : Epoch 1545 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1607.85 ms [2021-12-26 21:23:33 main:574] : INFO : Epoch 1546 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1608.75 ms [2021-12-26 21:23:35 main:574] : INFO : Epoch 1547 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1620.14 ms [2021-12-26 21:23:36 main:574] : INFO : Epoch 1548 | loss: 0.0312508 | val_loss: 0.0312533 | Time: 1622.56 ms [2021-12-26 21:23:38 main:574] : INFO : Epoch 1549 | loss: 0.0312504 | val_loss: 0.0312493 | Time: 1625.23 ms [2021-12-26 21:23:40 main:574] : INFO : Epoch 1550 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 1618.37 ms [2021-12-26 21:23:41 main:574] : INFO : Epoch 1551 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 1632.32 ms [2021-12-26 21:23:43 main:574] : INFO : Epoch 1552 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1626.16 ms [2021-12-26 21:23:45 main:574] : INFO : Epoch 1553 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1630.59 ms [2021-12-26 21:23:46 main:574] : INFO : Epoch 1554 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1612.3 ms [2021-12-26 21:23:48 main:574] : INFO : Epoch 1555 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1611.46 ms [2021-12-26 21:23:49 main:574] : INFO : Epoch 1556 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1629.57 ms [2021-12-26 21:23:51 main:574] : INFO : Epoch 1557 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1608.72 ms [2021-12-26 21:23:53 main:574] : INFO : Epoch 1558 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1626.36 ms [2021-12-26 21:23:54 main:574] : INFO : Epoch 1559 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1625.86 ms [2021-12-26 21:23:56 main:574] : INFO : Epoch 1560 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1621.6 ms [2021-12-26 21:23:58 main:574] : INFO : Epoch 1561 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1612.79 ms [2021-12-26 21:23:59 main:574] : INFO : Epoch 1562 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1601.81 ms [2021-12-26 21:24:01 main:574] : INFO : Epoch 1563 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1608.09 ms [2021-12-26 21:24:02 main:574] : INFO : Epoch 1564 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1614.59 ms [2021-12-26 21:24:04 main:574] : INFO : Epoch 1565 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1608.76 ms [2021-12-26 21:24:06 main:574] : INFO : Epoch 1566 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1614.15 ms [2021-12-26 21:24:07 main:574] : INFO : Epoch 1567 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1611.95 ms [2021-12-26 21:24:09 main:574] : INFO : Epoch 1568 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1605.48 ms [2021-12-26 21:24:10 main:574] : INFO : Epoch 1569 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1603.62 ms [2021-12-26 21:24:12 main:574] : INFO : Epoch 1570 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1603.09 ms [2021-12-26 21:24:14 main:574] : INFO : Epoch 1571 | loss: 0.031249 | val_loss: 0.0312509 | Time: 1614.55 ms [2021-12-26 21:24:15 main:574] : INFO : Epoch 1572 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1614.87 ms [2021-12-26 21:24:17 main:574] : INFO : Epoch 1573 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1624.81 ms [2021-12-26 21:24:19 main:574] : INFO : Epoch 1574 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 1613.01 ms [2021-12-26 21:24:20 main:574] : INFO : Epoch 1575 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1607.24 ms [2021-12-26 21:24:22 main:574] : INFO : Epoch 1576 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1609.4 ms [2021-12-26 21:24:23 main:574] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1601.75 ms [2021-12-26 21:24:25 main:574] : INFO : Epoch 1578 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1627.54 ms [2021-12-26 21:24:27 main:574] : INFO : Epoch 1579 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1615.71 ms [2021-12-26 21:24:28 main:574] : INFO : Epoch 1580 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1618.42 ms [2021-12-26 21:24:30 main:574] : INFO : Epoch 1581 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1612.36 ms [2021-12-26 21:24:31 main:574] : INFO : Epoch 1582 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1611.39 ms [2021-12-26 21:24:33 main:574] : INFO : Epoch 1583 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1621.29 ms [2021-12-26 21:24:35 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312488 | Time: 1623.73 ms [2021-12-26 21:24:36 main:574] : INFO : Epoch 1585 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1622.04 ms [2021-12-26 21:24:38 main:574] : INFO : Epoch 1586 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1631.79 ms [2021-12-26 21:24:40 main:574] : INFO : Epoch 1587 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1623.22 ms [2021-12-26 21:24:41 main:574] : INFO : Epoch 1588 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1621.24 ms [2021-12-26 21:24:43 main:574] : INFO : Epoch 1589 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1617.15 ms [2021-12-26 21:24:44 main:574] : INFO : Epoch 1590 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1605.8 ms [2021-12-26 21:24:46 main:574] : INFO : Epoch 1591 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1601.51 ms [2021-12-26 21:24:48 main:574] : INFO : Epoch 1592 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1615.22 ms [2021-12-26 21:24:49 main:574] : INFO : Epoch 1593 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1605.4 ms [2021-12-26 21:24:51 main:574] : INFO : Epoch 1594 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1605.72 ms [2021-12-26 21:24:52 main:574] : INFO : Epoch 1595 | loss: 0.0312492 | val_loss: 0.0312514 | Time: 1611.67 ms [2021-12-26 21:24:54 main:574] : INFO : Epoch 1596 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1605.52 ms [2021-12-26 21:24:56 main:574] : INFO : Epoch 1597 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1607.17 ms [2021-12-26 21:24:57 main:574] : INFO : Epoch 1598 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1605.32 ms [2021-12-26 21:24:59 main:574] : INFO : Epoch 1599 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1615.08 ms [2021-12-26 21:25:01 main:574] : INFO : Epoch 1600 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1607.82 ms [2021-12-26 21:25:02 main:574] : INFO : Epoch 1601 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1609.11 ms [2021-12-26 21:25:04 main:574] : INFO : Epoch 1602 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1620.41 ms [2021-12-26 21:25:05 main:574] : INFO : Epoch 1603 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1625.59 ms [2021-12-26 21:25:07 main:574] : INFO : Epoch 1604 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1609.68 ms [2021-12-26 21:25:09 main:574] : INFO : Epoch 1605 | loss: 0.031249 | val_loss: 0.0312515 | Time: 1631.83 ms [2021-12-26 21:25:10 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 1619.7 ms [2021-12-26 21:25:12 main:574] : INFO : Epoch 1607 | loss: 0.0312507 | val_loss: 0.0312491 | Time: 1613.89 ms [2021-12-26 21:25:14 main:574] : INFO : Epoch 1608 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1609.03 ms [2021-12-26 21:25:15 main:574] : INFO : Epoch 1609 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1620.01 ms [2021-12-26 21:25:17 main:574] : INFO : Epoch 1610 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1606.91 ms [2021-12-26 21:25:18 main:574] : INFO : Epoch 1611 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1608.58 ms [2021-12-26 21:25:20 main:574] : INFO : Epoch 1612 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1612.58 ms [2021-12-26 21:25:22 main:574] : INFO : Epoch 1613 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1611.62 ms [2021-12-26 21:25:23 main:574] : INFO : Epoch 1614 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1621.9 ms [2021-12-26 21:25:25 main:574] : INFO : Epoch 1615 | loss: 0.0312488 | val_loss: 0.0312519 | Time: 1617.24 ms [2021-12-26 21:25:27 main:574] : INFO : Epoch 1616 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1670.62 ms [2021-12-26 21:25:28 main:574] : INFO : Epoch 1617 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1643.67 ms [2021-12-26 21:25:30 main:574] : INFO : Epoch 1618 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1605.64 ms [2021-12-26 21:25:31 main:574] : INFO : Epoch 1619 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1607.51 ms [2021-12-26 21:25:33 main:574] : INFO : Epoch 1620 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1600.15 ms [2021-12-26 21:25:35 main:574] : INFO : Epoch 1621 | loss: 0.0312489 | val_loss: 0.0312513 | Time: 1612.83 ms [2021-12-26 21:25:36 main:574] : INFO : Epoch 1622 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1614.33 ms [2021-12-26 21:25:38 main:574] : INFO : Epoch 1623 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1607.08 ms [2021-12-26 21:25:39 main:574] : INFO : Epoch 1624 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1614.41 ms [2021-12-26 21:25:41 main:574] : INFO : Epoch 1625 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1595.56 ms [2021-12-26 21:25:43 main:574] : INFO : Epoch 1626 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1599.42 ms [2021-12-26 21:25:44 main:574] : INFO : Epoch 1627 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1617.17 ms [2021-12-26 21:25:46 main:574] : INFO : Epoch 1628 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1609.29 ms [2021-12-26 21:25:47 main:574] : INFO : Epoch 1629 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1606.71 ms [2021-12-26 21:25:49 main:574] : INFO : Epoch 1630 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1618.19 ms [2021-12-26 21:25:51 main:574] : INFO : Epoch 1631 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1625.51 ms [2021-12-26 21:25:52 main:574] : INFO : Epoch 1632 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1629.26 ms [2021-12-26 21:25:54 main:574] : INFO : Epoch 1633 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 1609.66 ms [2021-12-26 21:25:56 main:574] : INFO : Epoch 1634 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1663.27 ms [2021-12-26 21:25:57 main:574] : INFO : Epoch 1635 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1657.65 ms [2021-12-26 21:25:59 main:574] : INFO : Epoch 1636 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 1634.04 ms [2021-12-26 21:26:01 main:574] : INFO : Epoch 1637 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1618.84 ms [2021-12-26 21:26:02 main:574] : INFO : Epoch 1638 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1627.02 ms [2021-12-26 21:26:04 main:574] : INFO : Epoch 1639 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1623.06 ms [2021-12-26 21:26:05 main:574] : INFO : Epoch 1640 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 1633.5 ms [2021-12-26 21:26:07 main:574] : INFO : Epoch 1641 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 1613.97 ms [2021-12-26 21:26:09 main:574] : INFO : Epoch 1642 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1626.7 ms [2021-12-26 21:26:10 main:574] : INFO : Epoch 1643 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1612.68 ms [2021-12-26 21:26:12 main:574] : INFO : Epoch 1644 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1617.17 ms [2021-12-26 21:26:14 main:574] : INFO : Epoch 1645 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1608.65 ms [2021-12-26 21:26:15 main:574] : INFO : Epoch 1646 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 1625.25 ms [2021-12-26 21:26:17 main:574] : INFO : Epoch 1647 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1616.03 ms [2021-12-26 21:26:18 main:574] : INFO : Epoch 1648 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 1614.01 ms [2021-12-26 21:26:20 main:574] : INFO : Epoch 1649 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 1616.59 ms [2021-12-26 21:26:22 main:574] : INFO : Epoch 1650 | loss: 0.0312498 | val_loss: 0.0312484 | Time: 1624.62 ms [2021-12-26 21:26:23 main:574] : INFO : Epoch 1651 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1637.6 ms [2021-12-26 21:26:25 main:574] : INFO : Epoch 1652 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1644.31 ms [2021-12-26 21:26:27 main:574] : INFO : Epoch 1653 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1640.68 ms [2021-12-26 21:26:28 main:574] : INFO : Epoch 1654 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1636.54 ms [2021-12-26 21:26:30 main:574] : INFO : Epoch 1655 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 1691.23 ms [2021-12-26 21:26:32 main:574] : INFO : Epoch 1656 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1663.23 ms [2021-12-26 21:26:33 main:574] : INFO : Epoch 1657 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1620.42 ms [2021-12-26 21:26:35 main:574] : INFO : Epoch 1658 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1607.28 ms [2021-12-26 21:26:36 main:574] : INFO : Epoch 1659 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1611.63 ms [2021-12-26 21:26:38 main:574] : INFO : Epoch 1660 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1614.85 ms [2021-12-26 21:26:40 main:574] : INFO : Epoch 1661 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1613.9 ms [2021-12-26 21:26:41 main:574] : INFO : Epoch 1662 | loss: 0.0312487 | val_loss: 0.0312512 | Time: 1622.29 ms [2021-12-26 21:26:43 main:574] : INFO : Epoch 1663 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1609.32 ms [2021-12-26 21:26:45 main:574] : INFO : Epoch 1664 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1607.53 ms [2021-12-26 21:26:46 main:574] : INFO : Epoch 1665 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1642.7 ms [2021-12-26 21:26:48 main:574] : INFO : Epoch 1666 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1603.46 ms [2021-12-26 21:26:49 main:574] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1608.92 ms [2021-12-26 21:26:51 main:574] : INFO : Epoch 1668 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1605.99 ms [2021-12-26 21:26:53 main:574] : INFO : Epoch 1669 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1609.05 ms [2021-12-26 21:26:54 main:574] : INFO : Epoch 1670 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 1609.72 ms [2021-12-26 21:26:56 main:574] : INFO : Epoch 1671 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 1656.3 ms [2021-12-26 21:26:58 main:574] : INFO : Epoch 1672 | loss: 0.031248 | val_loss: 0.0312501 | Time: 1639.1 ms [2021-12-26 21:26:59 main:574] : INFO : Epoch 1673 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1665.56 ms [2021-12-26 21:27:01 main:574] : INFO : Epoch 1674 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1634.34 ms [2021-12-26 21:27:02 main:574] : INFO : Epoch 1675 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1657.11 ms [2021-12-26 21:27:04 main:574] : INFO : Epoch 1676 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 1618.55 ms [2021-12-26 21:27:06 main:574] : INFO : Epoch 1677 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1623.06 ms [2021-12-26 21:27:07 main:574] : INFO : Epoch 1678 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1604.28 ms [2021-12-26 21:27:09 main:574] : INFO : Epoch 1679 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1598.49 ms [2021-12-26 21:27:11 main:574] : INFO : Epoch 1680 | loss: 0.0312483 | val_loss: 0.0312509 | Time: 1614.41 ms [2021-12-26 21:27:12 main:574] : INFO : Epoch 1681 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1643.08 ms [2021-12-26 21:27:14 main:574] : INFO : Epoch 1682 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1654.46 ms [2021-12-26 21:27:15 main:574] : INFO : Epoch 1683 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 1625.11 ms [2021-12-26 21:27:17 main:574] : INFO : Epoch 1684 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1640.48 ms [2021-12-26 21:27:19 main:574] : INFO : Epoch 1685 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 1602.03 ms [2021-12-26 21:27:20 main:574] : INFO : Epoch 1686 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1614.56 ms [2021-12-26 21:27:22 main:574] : INFO : Epoch 1687 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1595.9 ms [2021-12-26 21:27:24 main:574] : INFO : Epoch 1688 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1630.44 ms [2021-12-26 21:27:25 main:574] : INFO : Epoch 1689 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1616.85 ms [2021-12-26 21:27:27 main:574] : INFO : Epoch 1690 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1654.26 ms [2021-12-26 21:27:29 main:574] : INFO : Epoch 1691 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1629.48 ms [2021-12-26 21:27:30 main:574] : INFO : Epoch 1692 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1613.6 ms [2021-12-26 21:27:32 main:574] : INFO : Epoch 1693 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1611.73 ms [2021-12-26 21:27:33 main:574] : INFO : Epoch 1694 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1622.4 ms [2021-12-26 21:27:35 main:574] : INFO : Epoch 1695 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1607.09 ms [2021-12-26 21:27:37 main:574] : INFO : Epoch 1696 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1611.65 ms [2021-12-26 21:27:38 main:574] : INFO : Epoch 1697 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1619.22 ms [2021-12-26 21:27:40 main:574] : INFO : Epoch 1698 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1623.17 ms [2021-12-26 21:27:41 main:574] : INFO : Epoch 1699 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1616.67 ms [2021-12-26 21:27:43 main:574] : INFO : Epoch 1700 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1615.62 ms [2021-12-26 21:27:45 main:574] : INFO : Epoch 1701 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 1618.68 ms [2021-12-26 21:27:46 main:574] : INFO : Epoch 1702 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1620.7 ms [2021-12-26 21:27:48 main:574] : INFO : Epoch 1703 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1617.57 ms [2021-12-26 21:27:50 main:574] : INFO : Epoch 1704 | loss: 0.0312485 | val_loss: 0.0312512 | Time: 1616.88 ms [2021-12-26 21:27:51 main:574] : INFO : Epoch 1705 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1613.93 ms [2021-12-26 21:27:53 main:574] : INFO : Epoch 1706 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1617.33 ms [2021-12-26 21:27:54 main:574] : INFO : Epoch 1707 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1624.62 ms [2021-12-26 21:27:56 main:574] : INFO : Epoch 1708 | loss: 0.0312482 | val_loss: 0.03125 | Time: 1621.11 ms [2021-12-26 21:27:58 main:574] : INFO : Epoch 1709 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 1612.03 ms [2021-12-26 21:27:59 main:574] : INFO : Epoch 1710 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 1606.02 ms [2021-12-26 21:28:01 main:574] : INFO : Epoch 1711 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1608.83 ms [2021-12-26 21:28:03 main:574] : INFO : Epoch 1712 | loss: 0.0312478 | val_loss: 0.0312496 | Time: 1633.2 ms [2021-12-26 21:28:04 main:574] : INFO : Epoch 1713 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1634.92 ms [2021-12-26 21:28:06 main:574] : INFO : Epoch 1714 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1627.77 ms [2021-12-26 21:28:07 main:574] : INFO : Epoch 1715 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1617.89 ms [2021-12-26 21:28:09 main:574] : INFO : Epoch 1716 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1634.97 ms [2021-12-26 21:28:11 main:574] : INFO : Epoch 1717 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1639.36 ms [2021-12-26 21:28:12 main:574] : INFO : Epoch 1718 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1646.03 ms [2021-12-26 21:28:14 main:574] : INFO : Epoch 1719 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1633.58 ms [2021-12-26 21:28:16 main:574] : INFO : Epoch 1720 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 1617.86 ms [2021-12-26 21:28:17 main:574] : INFO : Epoch 1721 | loss: 0.0312477 | val_loss: 0.0312494 | Time: 1622.33 ms [2021-12-26 21:28:19 main:574] : INFO : Epoch 1722 | loss: 0.0312493 | val_loss: 0.0312582 | Time: 1612.76 ms [2021-12-26 21:28:20 main:574] : INFO : Epoch 1723 | loss: 0.0312521 | val_loss: 0.0312508 | Time: 1615.31 ms [2021-12-26 21:28:22 main:574] : INFO : Epoch 1724 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1646.36 ms [2021-12-26 21:28:24 main:574] : INFO : Epoch 1725 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 1642.43 ms [2021-12-26 21:28:25 main:574] : INFO : Epoch 1726 | loss: 0.0312475 | val_loss: 0.0312493 | Time: 1688.14 ms [2021-12-26 21:28:27 main:574] : INFO : Epoch 1727 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 1634.82 ms [2021-12-26 21:28:29 main:574] : INFO : Epoch 1728 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 1625.19 ms [2021-12-26 21:28:30 main:574] : INFO : Epoch 1729 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 1656.07 ms [2021-12-26 21:28:32 main:574] : INFO : Epoch 1730 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 1641.63 ms [2021-12-26 21:28:34 main:574] : INFO : Epoch 1731 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1645.78 ms [2021-12-26 21:28:35 main:574] : INFO : Epoch 1732 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 1635.63 ms [2021-12-26 21:28:37 main:574] : INFO : Epoch 1733 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 1648.08 ms [2021-12-26 21:28:39 main:574] : INFO : Epoch 1734 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 1647.04 ms [2021-12-26 21:28:40 main:574] : INFO : Epoch 1735 | loss: 0.0312474 | val_loss: 0.0312489 | Time: 1634.14 ms [2021-12-26 21:28:42 main:574] : INFO : Epoch 1736 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 1661.59 ms [2021-12-26 21:28:44 main:574] : INFO : Epoch 1737 | loss: 0.031248 | val_loss: 0.0312487 | Time: 1646.75 ms [2021-12-26 21:28:45 main:574] : INFO : Epoch 1738 | loss: 0.0312485 | val_loss: 0.0312502 | Time: 1662.94 ms [2021-12-26 21:28:47 main:574] : INFO : Epoch 1739 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1639.16 ms [2021-12-26 21:28:48 main:574] : INFO : Epoch 1740 | loss: 0.0312477 | val_loss: 0.0312501 | Time: 1622.86 ms [2021-12-26 21:28:50 main:574] : INFO : Epoch 1741 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1617.52 ms [2021-12-26 21:28:52 main:574] : INFO : Epoch 1742 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 1625.67 ms [2021-12-26 21:28:53 main:574] : INFO : Epoch 1743 | loss: 0.031247 | val_loss: 0.0312511 | Time: 1626.71 ms [2021-12-26 21:28:55 main:574] : INFO : Epoch 1744 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 1611.14 ms [2021-12-26 21:28:57 main:574] : INFO : Epoch 1745 | loss: 0.0312469 | val_loss: 0.031248 | Time: 1620.2 ms [2021-12-26 21:28:58 main:574] : INFO : Epoch 1746 | loss: 0.0312473 | val_loss: 0.0312512 | Time: 1615.48 ms [2021-12-26 21:29:00 main:574] : INFO : Epoch 1747 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 1629.88 ms [2021-12-26 21:29:02 main:574] : INFO : Epoch 1748 | loss: 0.031247 | val_loss: 0.0312488 | Time: 1654.79 ms [2021-12-26 21:29:03 main:574] : INFO : Epoch 1749 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 1623.68 ms [2021-12-26 21:29:05 main:574] : INFO : Epoch 1750 | loss: 0.031247 | val_loss: 0.0312474 | Time: 1626.09 ms [2021-12-26 21:29:06 main:574] : INFO : Epoch 1751 | loss: 0.0312469 | val_loss: 0.0312474 | Time: 1612.23 ms [2021-12-26 21:29:08 main:574] : INFO : Epoch 1752 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 1609.63 ms [2021-12-26 21:29:10 main:574] : INFO : Epoch 1753 | loss: 0.0312463 | val_loss: 0.031248 | Time: 1611.75 ms [2021-12-26 21:29:11 main:574] : INFO : Epoch 1754 | loss: 0.031247 | val_loss: 0.0312476 | Time: 1602.96 ms [2021-12-26 21:29:13 main:574] : INFO : Epoch 1755 | loss: 0.0312462 | val_loss: 0.031247 | Time: 1607.9 ms [2021-12-26 21:29:14 main:574] : INFO : Epoch 1756 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1613.28 ms [2021-12-26 21:29:16 main:574] : INFO : Epoch 1757 | loss: 0.0312472 | val_loss: 0.0312521 | Time: 1619.83 ms [2021-12-26 21:29:18 main:574] : INFO : Epoch 1758 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 1617.27 ms [2021-12-26 21:29:19 main:574] : INFO : Epoch 1759 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1610.83 ms [2021-12-26 21:29:21 main:574] : INFO : Epoch 1760 | loss: 0.031246 | val_loss: 0.0312466 | Time: 1619.16 ms [2021-12-26 21:29:23 main:574] : INFO : Epoch 1761 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 1618.47 ms [2021-12-26 21:29:24 main:574] : INFO : Epoch 1762 | loss: 0.0312468 | val_loss: 0.031248 | Time: 1665.76 ms [2021-12-26 21:29:26 main:574] : INFO : Epoch 1763 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 1685.72 ms [2021-12-26 21:29:28 main:574] : INFO : Epoch 1764 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1641.32 ms [2021-12-26 21:29:29 main:574] : INFO : Epoch 1765 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 1607.88 ms [2021-12-26 21:29:31 main:574] : INFO : Epoch 1766 | loss: 0.0312459 | val_loss: 0.0312477 | Time: 1596.87 ms [2021-12-26 21:29:32 main:574] : INFO : Epoch 1767 | loss: 0.031246 | val_loss: 0.0312463 | Time: 1615.18 ms [2021-12-26 21:29:34 main:574] : INFO : Epoch 1768 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 1588.1 ms [2021-12-26 21:29:36 main:574] : INFO : Epoch 1769 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 1596.4 ms [2021-12-26 21:29:37 main:574] : INFO : Epoch 1770 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 1610.28 ms [2021-12-26 21:29:39 main:574] : INFO : Epoch 1771 | loss: 0.0312457 | val_loss: 0.0312478 | Time: 1618.11 ms [2021-12-26 21:29:40 main:574] : INFO : Epoch 1772 | loss: 0.0312454 | val_loss: 0.031247 | Time: 1610.3 ms [2021-12-26 21:29:42 main:574] : INFO : Epoch 1773 | loss: 0.0312468 | val_loss: 0.031249 | Time: 1600.6 ms [2021-12-26 21:29:44 main:574] : INFO : Epoch 1774 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1607.76 ms [2021-12-26 21:29:45 main:574] : INFO : Epoch 1775 | loss: 0.0312728 | val_loss: 0.0312913 | Time: 1630.01 ms [2021-12-26 21:29:47 main:574] : INFO : Epoch 1776 | loss: 0.0384862 | val_loss: 0.0354355 | Time: 1606.24 ms [2021-12-26 21:29:49 main:574] : INFO : Epoch 1777 | loss: 0.0331639 | val_loss: 0.031663 | Time: 1659.05 ms [2021-12-26 21:29:50 main:574] : INFO : Epoch 1778 | loss: 0.0314881 | val_loss: 0.0313698 | Time: 1668.93 ms [2021-12-26 21:29:52 main:574] : INFO : Epoch 1779 | loss: 0.0312967 | val_loss: 0.0312668 | Time: 1605.89 ms [2021-12-26 21:29:53 main:574] : INFO : Epoch 1780 | loss: 0.0312629 | val_loss: 0.0312541 | Time: 1645.98 ms [2021-12-26 21:29:55 main:574] : INFO : Epoch 1781 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 1614.46 ms [2021-12-26 21:29:57 main:574] : INFO : Epoch 1782 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1617.34 ms [2021-12-26 21:29:58 main:574] : INFO : Epoch 1783 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1619.02 ms [2021-12-26 21:30:00 main:574] : INFO : Epoch 1784 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1620.28 ms [2021-12-26 21:30:02 main:574] : INFO : Epoch 1785 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1620.15 ms [2021-12-26 21:30:03 main:574] : INFO : Epoch 1786 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1625.99 ms [2021-12-26 21:30:05 main:574] : INFO : Epoch 1787 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 1628.55 ms [2021-12-26 21:30:06 main:574] : INFO : Epoch 1788 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 1621.47 ms [2021-12-26 21:30:08 main:574] : INFO : Epoch 1789 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1619.16 ms [2021-12-26 21:30:10 main:574] : INFO : Epoch 1790 | loss: 0.0312474 | val_loss: 0.0312489 | Time: 1618.5 ms [2021-12-26 21:30:11 main:574] : INFO : Epoch 1791 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1612.82 ms [2021-12-26 21:30:13 main:574] : INFO : Epoch 1792 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 1610.93 ms [2021-12-26 21:30:15 main:574] : INFO : Epoch 1793 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 1656.06 ms [2021-12-26 21:30:16 main:574] : INFO : Epoch 1794 | loss: 0.0312464 | val_loss: 0.031247 | Time: 1711.55 ms [2021-12-26 21:30:18 main:574] : INFO : Epoch 1795 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 1640.61 ms [2021-12-26 21:30:20 main:574] : INFO : Epoch 1796 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 1630.61 ms [2021-12-26 21:30:21 main:574] : INFO : Epoch 1797 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 1610.43 ms [2021-12-26 21:30:23 main:574] : INFO : Epoch 1798 | loss: 0.0312467 | val_loss: 0.031249 | Time: 1624.94 ms [2021-12-26 21:30:24 main:574] : INFO : Epoch 1799 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 1602.16 ms [2021-12-26 21:30:26 main:574] : INFO : Epoch 1800 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 1596.91 ms [2021-12-26 21:30:28 main:574] : INFO : Epoch 1801 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 1631.77 ms [2021-12-26 21:30:29 main:574] : INFO : Epoch 1802 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 1621.53 ms [2021-12-26 21:30:31 main:574] : INFO : Epoch 1803 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 1620.78 ms [2021-12-26 21:30:33 main:574] : INFO : Epoch 1804 | loss: 0.031246 | val_loss: 0.0312463 | Time: 1610.99 ms [2021-12-26 21:30:34 main:574] : INFO : Epoch 1805 | loss: 0.031245 | val_loss: 0.031246 | Time: 1653.4 ms [2021-12-26 21:30:36 main:574] : INFO : Epoch 1806 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 1613.29 ms [2021-12-26 21:30:37 main:574] : INFO : Epoch 1807 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 1606.22 ms [2021-12-26 21:30:39 main:574] : INFO : Epoch 1808 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 1618.4 ms [2021-12-26 21:30:41 main:574] : INFO : Epoch 1809 | loss: 0.0312444 | val_loss: 0.031245 | Time: 1605.79 ms [2021-12-26 21:30:42 main:574] : INFO : Epoch 1810 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 1616.24 ms [2021-12-26 21:30:44 main:574] : INFO : Epoch 1811 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 1613.25 ms [2021-12-26 21:30:46 main:574] : INFO : Epoch 1812 | loss: 0.031244 | val_loss: 0.0312448 | Time: 1623.72 ms [2021-12-26 21:30:47 main:574] : INFO : Epoch 1813 | loss: 0.0312441 | val_loss: 0.0312453 | Time: 1597.14 ms [2021-12-26 21:30:49 main:574] : INFO : Epoch 1814 | loss: 0.0312438 | val_loss: 0.0312445 | Time: 1612.31 ms [2021-12-26 21:30:50 main:574] : INFO : Epoch 1815 | loss: 0.0312436 | val_loss: 0.0312447 | Time: 1623.72 ms [2021-12-26 21:30:52 main:574] : INFO : Epoch 1816 | loss: 0.031244 | val_loss: 0.031247 | Time: 1666.27 ms [2021-12-26 21:30:54 main:574] : INFO : Epoch 1817 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 1702.51 ms [2021-12-26 21:30:55 main:574] : INFO : Epoch 1818 | loss: 0.0312445 | val_loss: 0.031246 | Time: 1657.76 ms [2021-12-26 21:30:57 main:574] : INFO : Epoch 1819 | loss: 0.0312433 | val_loss: 0.0312445 | Time: 1611.34 ms [2021-12-26 21:30:59 main:574] : INFO : Epoch 1820 | loss: 0.031243 | val_loss: 0.0312451 | Time: 1610.79 ms [2021-12-26 21:31:00 main:574] : INFO : Epoch 1821 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1639.21 ms [2021-12-26 21:31:02 main:574] : INFO : Epoch 1822 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 1632.51 ms [2021-12-26 21:31:04 main:574] : INFO : Epoch 1823 | loss: 0.0312428 | val_loss: 0.031245 | Time: 1637.97 ms [2021-12-26 21:31:05 main:574] : INFO : Epoch 1824 | loss: 0.0312423 | val_loss: 0.0312428 | Time: 1615.13 ms [2021-12-26 21:31:07 main:574] : INFO : Epoch 1825 | loss: 0.0312424 | val_loss: 0.0312431 | Time: 1606.85 ms [2021-12-26 21:31:08 main:574] : INFO : Epoch 1826 | loss: 0.0312421 | val_loss: 0.0312428 | Time: 1624.96 ms [2021-12-26 21:31:10 main:574] : INFO : Epoch 1827 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 1636.62 ms [2021-12-26 21:31:12 main:574] : INFO : Epoch 1828 | loss: 0.0312413 | val_loss: 0.0312445 | Time: 1679.26 ms [2021-12-26 21:31:13 main:574] : INFO : Epoch 1829 | loss: 0.0312413 | val_loss: 0.0312432 | Time: 1649.24 ms [2021-12-26 21:31:15 main:574] : INFO : Epoch 1830 | loss: 0.031241 | val_loss: 0.0312422 | Time: 1610.92 ms [2021-12-26 21:31:17 main:574] : INFO : Epoch 1831 | loss: 0.0312419 | val_loss: 0.0312435 | Time: 1613.44 ms [2021-12-26 21:31:18 main:574] : INFO : Epoch 1832 | loss: 0.031241 | val_loss: 0.0312417 | Time: 1599.12 ms [2021-12-26 21:31:20 main:574] : INFO : Epoch 1833 | loss: 0.0312409 | val_loss: 0.0312421 | Time: 1614.8 ms [2021-12-26 21:31:21 main:574] : INFO : Epoch 1834 | loss: 0.03124 | val_loss: 0.0312413 | Time: 1613.17 ms [2021-12-26 21:31:23 main:574] : INFO : Epoch 1835 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 1614.9 ms [2021-12-26 21:31:25 main:574] : INFO : Epoch 1836 | loss: 0.0312398 | val_loss: 0.0312423 | Time: 1610.31 ms [2021-12-26 21:31:26 main:574] : INFO : Epoch 1837 | loss: 0.0312399 | val_loss: 0.0312455 | Time: 1603.01 ms [2021-12-26 21:31:28 main:574] : INFO : Epoch 1838 | loss: 0.0312418 | val_loss: 0.0312407 | Time: 1606.56 ms [2021-12-26 21:31:29 main:574] : INFO : Epoch 1839 | loss: 0.0312389 | val_loss: 0.0312412 | Time: 1611.44 ms [2021-12-26 21:31:31 main:574] : INFO : Epoch 1840 | loss: 0.0312387 | val_loss: 0.03124 | Time: 1615.55 ms [2021-12-26 21:31:33 main:574] : INFO : Epoch 1841 | loss: 0.0312385 | val_loss: 0.031242 | Time: 1606.69 ms [2021-12-26 21:31:34 main:574] : INFO : Epoch 1842 | loss: 0.0312388 | val_loss: 0.0312407 | Time: 1609.36 ms [2021-12-26 21:31:36 main:574] : INFO : Epoch 1843 | loss: 0.0312387 | val_loss: 0.0312397 | Time: 1596.75 ms [2021-12-26 21:31:38 main:574] : INFO : Epoch 1844 | loss: 0.0312382 | val_loss: 0.0312384 | Time: 1600.67 ms [2021-12-26 21:31:39 main:574] : INFO : Epoch 1845 | loss: 0.0312372 | val_loss: 0.0312383 | Time: 1649.6 ms [2021-12-26 21:31:41 main:574] : INFO : Epoch 1846 | loss: 0.0312377 | val_loss: 0.0312378 | Time: 1614.18 ms [2021-12-26 21:31:42 main:574] : INFO : Epoch 1847 | loss: 0.031237 | val_loss: 0.0312385 | Time: 1628.4 ms [2021-12-26 21:31:44 main:574] : INFO : Epoch 1848 | loss: 0.031238 | val_loss: 0.0312386 | Time: 1622.71 ms [2021-12-26 21:31:46 main:574] : INFO : Epoch 1849 | loss: 0.0312378 | val_loss: 0.0312375 | Time: 1629.81 ms [2021-12-26 21:31:47 main:574] : INFO : Epoch 1850 | loss: 0.0312376 | val_loss: 0.0312417 | Time: 1600.6 ms [2021-12-26 21:31:49 main:574] : INFO : Epoch 1851 | loss: 0.0312389 | val_loss: 0.0312377 | Time: 1618.62 ms [2021-12-26 21:31:51 main:574] : INFO : Epoch 1852 | loss: 0.031237 | val_loss: 0.0312372 | Time: 1614.85 ms [2021-12-26 21:31:52 main:574] : INFO : Epoch 1853 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 1628.55 ms [2021-12-26 21:31:54 main:574] : INFO : Epoch 1854 | loss: 0.0312365 | val_loss: 0.0312381 | Time: 1616.83 ms [2021-12-26 21:31:55 main:574] : INFO : Epoch 1855 | loss: 0.031236 | val_loss: 0.0312367 | Time: 1645.62 ms [2021-12-26 21:31:57 main:574] : INFO : Epoch 1856 | loss: 0.0312373 | val_loss: 0.0312365 | Time: 1619.59 ms [2021-12-26 21:31:59 main:574] : INFO : Epoch 1857 | loss: 0.0312352 | val_loss: 0.0312364 | Time: 1620.13 ms [2021-12-26 21:32:00 main:574] : INFO : Epoch 1858 | loss: 0.0312365 | val_loss: 0.0312371 | Time: 1624.15 ms [2021-12-26 21:32:02 main:574] : INFO : Epoch 1859 | loss: 0.0312403 | val_loss: 0.031243 | Time: 1614.89 ms [2021-12-26 21:32:04 main:574] : INFO : Epoch 1860 | loss: 0.0312393 | val_loss: 0.0312364 | Time: 1612.86 ms [2021-12-26 21:32:05 main:574] : INFO : Epoch 1861 | loss: 0.0312357 | val_loss: 0.0312353 | Time: 1617.82 ms [2021-12-26 21:32:07 main:574] : INFO : Epoch 1862 | loss: 0.0312346 | val_loss: 0.0312355 | Time: 1607.85 ms [2021-12-26 21:32:08 main:574] : INFO : Epoch 1863 | loss: 0.0312356 | val_loss: 0.0312407 | Time: 1609.09 ms [2021-12-26 21:32:10 main:574] : INFO : Epoch 1864 | loss: 0.031235 | val_loss: 0.031236 | Time: 1633.6 ms [2021-12-26 21:32:12 main:574] : INFO : Epoch 1865 | loss: 0.031234 | val_loss: 0.031234 | Time: 1642.42 ms [2021-12-26 21:32:13 main:574] : INFO : Epoch 1866 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 1609.85 ms [2021-12-26 21:32:15 main:574] : INFO : Epoch 1867 | loss: 0.0312332 | val_loss: 0.0312336 | Time: 1628.27 ms [2021-12-26 21:32:17 main:574] : INFO : Epoch 1868 | loss: 0.0312343 | val_loss: 0.031236 | Time: 1623.56 ms [2021-12-26 21:32:18 main:574] : INFO : Epoch 1869 | loss: 0.0312325 | val_loss: 0.0312336 | Time: 1615.09 ms [2021-12-26 21:32:20 main:574] : INFO : Epoch 1870 | loss: 0.0312322 | val_loss: 0.0312328 | Time: 1602.58 ms [2021-12-26 21:32:21 main:574] : INFO : Epoch 1871 | loss: 0.0312316 | val_loss: 0.0312339 | Time: 1603.53 ms [2021-12-26 21:32:23 main:574] : INFO : Epoch 1872 | loss: 0.0312335 | val_loss: 0.0312394 | Time: 1602.67 ms [2021-12-26 21:32:25 main:574] : INFO : Epoch 1873 | loss: 0.0312338 | val_loss: 0.0312332 | Time: 1647.56 ms [2021-12-26 21:32:26 main:574] : INFO : Epoch 1874 | loss: 0.0312308 | val_loss: 0.0312327 | Time: 1607.87 ms [2021-12-26 21:32:28 main:574] : INFO : Epoch 1875 | loss: 0.0312318 | val_loss: 0.0312321 | Time: 1619.23 ms [2021-12-26 21:32:29 main:574] : INFO : Epoch 1876 | loss: 0.0312337 | val_loss: 0.0312484 | Time: 1616.64 ms [2021-12-26 21:32:31 main:574] : INFO : Epoch 1877 | loss: 0.0312338 | val_loss: 0.0312304 | Time: 1608.3 ms [2021-12-26 21:32:33 main:574] : INFO : Epoch 1878 | loss: 0.0312308 | val_loss: 0.031232 | Time: 1619.08 ms [2021-12-26 21:32:34 main:574] : INFO : Epoch 1879 | loss: 0.0312299 | val_loss: 0.031234 | Time: 1655.51 ms [2021-12-26 21:32:36 main:574] : INFO : Epoch 1880 | loss: 0.0312338 | val_loss: 0.0312407 | Time: 1606.2 ms [2021-12-26 21:32:38 main:574] : INFO : Epoch 1881 | loss: 0.0312321 | val_loss: 0.031229 | Time: 1627.14 ms [2021-12-26 21:32:39 main:574] : INFO : Epoch 1882 | loss: 0.0312285 | val_loss: 0.0312301 | Time: 1635.99 ms [2021-12-26 21:32:41 main:574] : INFO : Epoch 1883 | loss: 0.0312283 | val_loss: 0.0312293 | Time: 1612.45 ms [2021-12-26 21:32:43 main:574] : INFO : Epoch 1884 | loss: 0.0312279 | val_loss: 0.0312296 | Time: 1632.71 ms [2021-12-26 21:32:44 main:574] : INFO : Epoch 1885 | loss: 0.0312273 | val_loss: 0.0312278 | Time: 1598.85 ms [2021-12-26 21:32:46 main:574] : INFO : Epoch 1886 | loss: 0.0312273 | val_loss: 0.031231 | Time: 1654.13 ms [2021-12-26 21:32:47 main:574] : INFO : Epoch 1887 | loss: 0.0312275 | val_loss: 0.0312257 | Time: 1645.26 ms [2021-12-26 21:32:49 main:574] : INFO : Epoch 1888 | loss: 0.0312257 | val_loss: 0.0312258 | Time: 1616.19 ms [2021-12-26 21:32:51 main:574] : INFO : Epoch 1889 | loss: 0.0312274 | val_loss: 0.0312245 | Time: 1604.17 ms [2021-12-26 21:32:52 main:574] : INFO : Epoch 1890 | loss: 0.0312256 | val_loss: 0.0312257 | Time: 1598.31 ms [2021-12-26 21:32:54 main:574] : INFO : Epoch 1891 | loss: 0.0312248 | val_loss: 0.0312245 | Time: 1638.08 ms [2021-12-26 21:32:56 main:574] : INFO : Epoch 1892 | loss: 0.0312264 | val_loss: 0.0312262 | Time: 1626.56 ms [2021-12-26 21:32:57 main:574] : INFO : Epoch 1893 | loss: 0.031227 | val_loss: 0.0312267 | Time: 1620.23 ms [2021-12-26 21:32:59 main:574] : INFO : Epoch 1894 | loss: 0.0312271 | val_loss: 0.0312258 | Time: 1608.24 ms [2021-12-26 21:33:00 main:574] : INFO : Epoch 1895 | loss: 0.0312239 | val_loss: 0.0312231 | Time: 1614.8 ms [2021-12-26 21:33:02 main:574] : INFO : Epoch 1896 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 1612.65 ms [2021-12-26 21:33:04 main:574] : INFO : Epoch 1897 | loss: 0.031223 | val_loss: 0.0312217 | Time: 1605.36 ms [2021-12-26 21:33:05 main:574] : INFO : Epoch 1898 | loss: 0.0312236 | val_loss: 0.0312229 | Time: 1620.63 ms [2021-12-26 21:33:07 main:574] : INFO : Epoch 1899 | loss: 0.0312233 | val_loss: 0.0312239 | Time: 1607.14 ms [2021-12-26 21:33:08 main:574] : INFO : Epoch 1900 | loss: 0.0312229 | val_loss: 0.0312208 | Time: 1610.77 ms [2021-12-26 21:33:10 main:574] : INFO : Epoch 1901 | loss: 0.0312214 | val_loss: 0.0312212 | Time: 1619 ms [2021-12-26 21:33:12 main:574] : INFO : Epoch 1902 | loss: 0.031223 | val_loss: 0.0312223 | Time: 1621.25 ms [2021-12-26 21:33:13 main:574] : INFO : Epoch 1903 | loss: 0.0312201 | val_loss: 0.0312196 | Time: 1622.52 ms [2021-12-26 21:33:15 main:574] : INFO : Epoch 1904 | loss: 0.0312189 | val_loss: 0.0312192 | Time: 1629.25 ms [2021-12-26 21:33:17 main:574] : INFO : Epoch 1905 | loss: 0.0312191 | val_loss: 0.0312205 | Time: 1667.28 ms [2021-12-26 21:33:18 main:574] : INFO : Epoch 1906 | loss: 0.0312188 | val_loss: 0.0312224 | Time: 1651.88 ms [2021-12-26 21:33:20 main:574] : INFO : Epoch 1907 | loss: 0.0312225 | val_loss: 0.0312173 | Time: 1619.31 ms [2021-12-26 21:33:22 main:574] : INFO : Epoch 1908 | loss: 0.0312186 | val_loss: 0.0312247 | Time: 1636.93 ms [2021-12-26 21:33:23 main:574] : INFO : Epoch 1909 | loss: 0.0312219 | val_loss: 0.0312191 | Time: 1635.07 ms [2021-12-26 21:33:25 main:574] : INFO : Epoch 1910 | loss: 0.0312185 | val_loss: 0.0312205 | Time: 1603.13 ms [2021-12-26 21:33:26 main:574] : INFO : Epoch 1911 | loss: 0.0312181 | val_loss: 0.0312167 | Time: 1612.42 ms [2021-12-26 21:33:28 main:574] : INFO : Epoch 1912 | loss: 0.0312163 | val_loss: 0.0312177 | Time: 1607.64 ms [2021-12-26 21:33:30 main:574] : INFO : Epoch 1913 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 1605.66 ms [2021-12-26 21:33:31 main:574] : INFO : Epoch 1914 | loss: 0.0312154 | val_loss: 0.0312165 | Time: 1610.13 ms [2021-12-26 21:33:33 main:574] : INFO : Epoch 1915 | loss: 0.0312148 | val_loss: 0.0312161 | Time: 1609.19 ms [2021-12-26 21:33:34 main:574] : INFO : Epoch 1916 | loss: 0.031215 | val_loss: 0.0312144 | Time: 1604.83 ms [2021-12-26 21:33:36 main:574] : INFO : Epoch 1917 | loss: 0.0312149 | val_loss: 0.031217 | Time: 1603.86 ms [2021-12-26 21:33:38 main:574] : INFO : Epoch 1918 | loss: 0.0312172 | val_loss: 0.0312154 | Time: 1618.51 ms [2021-12-26 21:33:39 main:574] : INFO : Epoch 1919 | loss: 0.0312144 | val_loss: 0.0312127 | Time: 1611.28 ms [2021-12-26 21:33:41 main:574] : INFO : Epoch 1920 | loss: 0.0312142 | val_loss: 0.0312191 | Time: 1627.82 ms [2021-12-26 21:33:43 main:574] : INFO : Epoch 1921 | loss: 0.0312163 | val_loss: 0.0312126 | Time: 1624.85 ms [2021-12-26 21:33:44 main:574] : INFO : Epoch 1922 | loss: 0.0312153 | val_loss: 0.0312198 | Time: 1626.78 ms [2021-12-26 21:33:46 main:574] : INFO : Epoch 1923 | loss: 0.0312148 | val_loss: 0.0312121 | Time: 1618.79 ms [2021-12-26 21:33:47 main:574] : INFO : Epoch 1924 | loss: 0.0312126 | val_loss: 0.0312111 | Time: 1617.4 ms [2021-12-26 21:33:49 main:574] : INFO : Epoch 1925 | loss: 0.0312117 | val_loss: 0.0312204 | Time: 1615.06 ms [2021-12-26 21:33:51 main:574] : INFO : Epoch 1926 | loss: 0.0312196 | val_loss: 0.0312173 | Time: 1601.32 ms [2021-12-26 21:33:52 main:574] : INFO : Epoch 1927 | loss: 0.0312142 | val_loss: 0.0312106 | Time: 1613.76 ms [2021-12-26 21:33:54 main:574] : INFO : Epoch 1928 | loss: 0.031212 | val_loss: 0.0312117 | Time: 1608.74 ms [2021-12-26 21:33:55 main:574] : INFO : Epoch 1929 | loss: 0.0312148 | val_loss: 0.0312104 | Time: 1608.14 ms [2021-12-26 21:33:57 main:574] : INFO : Epoch 1930 | loss: 0.0312176 | val_loss: 0.0312303 | Time: 1604.21 ms [2021-12-26 21:33:59 main:574] : INFO : Epoch 1931 | loss: 0.0312199 | val_loss: 0.0312103 | Time: 1600.04 ms [2021-12-26 21:34:00 main:574] : INFO : Epoch 1932 | loss: 0.0312127 | val_loss: 0.0312156 | Time: 1612.37 ms [2021-12-26 21:34:02 main:574] : INFO : Epoch 1933 | loss: 0.0312143 | val_loss: 0.0312119 | Time: 1607.44 ms [2021-12-26 21:34:04 main:574] : INFO : Epoch 1934 | loss: 0.031212 | val_loss: 0.0312091 | Time: 1616.97 ms [2021-12-26 21:34:05 main:574] : INFO : Epoch 1935 | loss: 0.0312112 | val_loss: 0.0312089 | Time: 1614.84 ms [2021-12-26 21:34:07 main:574] : INFO : Epoch 1936 | loss: 0.0312109 | val_loss: 0.0312116 | Time: 1607.41 ms [2021-12-26 21:34:08 main:574] : INFO : Epoch 1937 | loss: 0.0312146 | val_loss: 0.0312101 | Time: 1622.98 ms [2021-12-26 21:34:10 main:574] : INFO : Epoch 1938 | loss: 0.0312124 | val_loss: 0.0312201 | Time: 1614.15 ms [2021-12-26 21:34:12 main:574] : INFO : Epoch 1939 | loss: 0.0312205 | val_loss: 0.0312093 | Time: 1606.52 ms [2021-12-26 21:34:13 main:574] : INFO : Epoch 1940 | loss: 0.0312244 | val_loss: 0.0312167 | Time: 1596.88 ms [2021-12-26 21:34:15 main:574] : INFO : Epoch 1941 | loss: 0.0312187 | val_loss: 0.0312125 | Time: 1606.38 ms [2021-12-26 21:34:16 main:574] : INFO : Epoch 1942 | loss: 0.0312109 | val_loss: 0.0312095 | Time: 1607.72 ms [2021-12-26 21:34:18 main:574] : INFO : Epoch 1943 | loss: 0.0312098 | val_loss: 0.0312104 | Time: 1624.63 ms [2021-12-26 21:34:20 main:574] : INFO : Epoch 1944 | loss: 0.0312101 | val_loss: 0.0312212 | Time: 1612.18 ms [2021-12-26 21:34:21 main:574] : INFO : Epoch 1945 | loss: 0.0312166 | val_loss: 0.0312104 | Time: 1610.88 ms [2021-12-26 21:34:23 main:574] : INFO : Epoch 1946 | loss: 0.031209 | val_loss: 0.0312068 | Time: 1604.61 ms [2021-12-26 21:34:24 main:574] : INFO : Epoch 1947 | loss: 0.03121 | val_loss: 0.0312065 | Time: 1609.02 ms [2021-12-26 21:34:26 main:574] : INFO : Epoch 1948 | loss: 0.0312079 | val_loss: 0.0312064 | Time: 1604.74 ms [2021-12-26 21:34:28 main:574] : INFO : Epoch 1949 | loss: 0.0312082 | val_loss: 0.0312071 | Time: 1618.68 ms [2021-12-26 21:34:29 main:574] : INFO : Epoch 1950 | loss: 0.0312078 | val_loss: 0.0312068 | Time: 1608 ms [2021-12-26 21:34:31 main:574] : INFO : Epoch 1951 | loss: 0.03121 | val_loss: 0.0312068 | Time: 1616.78 ms [2021-12-26 21:34:33 main:574] : INFO : Epoch 1952 | loss: 0.031207 | val_loss: 0.0312064 | Time: 1604.15 ms [2021-12-26 21:34:34 main:574] : INFO : Epoch 1953 | loss: 0.0312076 | val_loss: 0.0312073 | Time: 1621.59 ms [2021-12-26 21:34:36 main:574] : INFO : Epoch 1954 | loss: 0.0312075 | val_loss: 0.0312083 | Time: 1617.2 ms [2021-12-26 21:34:37 main:574] : INFO : Epoch 1955 | loss: 0.031209 | val_loss: 0.0312062 | Time: 1611.69 ms [2021-12-26 21:34:39 main:574] : INFO : Epoch 1956 | loss: 0.031208 | val_loss: 0.0312108 | Time: 1621.21 ms [2021-12-26 21:34:41 main:574] : INFO : Epoch 1957 | loss: 0.0312097 | val_loss: 0.0312079 | Time: 1606.45 ms [2021-12-26 21:34:42 main:574] : INFO : Epoch 1958 | loss: 0.031208 | val_loss: 0.03121 | Time: 1628.52 ms [2021-12-26 21:34:44 main:574] : INFO : Epoch 1959 | loss: 0.0312073 | val_loss: 0.0312078 | Time: 1670.47 ms [2021-12-26 21:34:46 main:574] : INFO : Epoch 1960 | loss: 0.0312102 | val_loss: 0.0312089 | Time: 1669.64 ms [2021-12-26 21:34:47 main:574] : INFO : Epoch 1961 | loss: 0.0312067 | val_loss: 0.0312052 | Time: 1651.64 ms [2021-12-26 21:34:49 main:574] : INFO : Epoch 1962 | loss: 0.0312061 | val_loss: 0.031211 | Time: 1645.07 ms [2021-12-26 21:34:51 main:574] : INFO : Epoch 1963 | loss: 0.0312086 | val_loss: 0.0312068 | Time: 1636.99 ms [2021-12-26 21:34:52 main:574] : INFO : Epoch 1964 | loss: 0.0312083 | val_loss: 0.0312227 | Time: 1618.84 ms [2021-12-26 21:34:54 main:574] : INFO : Epoch 1965 | loss: 0.0312119 | val_loss: 0.0312105 | Time: 1611.86 ms [2021-12-26 21:34:55 main:574] : INFO : Epoch 1966 | loss: 0.0312072 | val_loss: 0.0312064 | Time: 1627.83 ms [2021-12-26 21:34:57 main:574] : INFO : Epoch 1967 | loss: 0.0312093 | val_loss: 0.0312062 | Time: 1634.75 ms [2021-12-26 21:34:59 main:574] : INFO : Epoch 1968 | loss: 0.0312088 | val_loss: 0.0312127 | Time: 1632.24 ms [2021-12-26 21:35:00 main:574] : INFO : Epoch 1969 | loss: 0.0312093 | val_loss: 0.0312106 | Time: 1652.37 ms [2021-12-26 21:35:02 main:574] : INFO : Epoch 1970 | loss: 0.031206 | val_loss: 0.0312081 | Time: 1611.81 ms [2021-12-26 21:35:04 main:574] : INFO : Epoch 1971 | loss: 0.0312066 | val_loss: 0.0312044 | Time: 1617.09 ms [2021-12-26 21:35:05 main:574] : INFO : Epoch 1972 | loss: 0.0312051 | val_loss: 0.031209 | Time: 1613.32 ms [2021-12-26 21:35:07 main:574] : INFO : Epoch 1973 | loss: 0.0312056 | val_loss: 0.0312077 | Time: 1631.8 ms [2021-12-26 21:35:08 main:574] : INFO : Epoch 1974 | loss: 0.0312051 | val_loss: 0.0312055 | Time: 1618.26 ms [2021-12-26 21:35:10 main:574] : INFO : Epoch 1975 | loss: 0.0312046 | val_loss: 0.0312062 | Time: 1630.39 ms [2021-12-26 21:35:12 main:574] : INFO : Epoch 1976 | loss: 0.0312041 | val_loss: 0.0312042 | Time: 1620.55 ms [2021-12-26 21:35:13 main:574] : INFO : Epoch 1977 | loss: 0.0312043 | val_loss: 0.0312044 | Time: 1629.17 ms [2021-12-26 21:35:15 main:574] : INFO : Epoch 1978 | loss: 0.0312045 | val_loss: 0.031211 | Time: 1620.87 ms [2021-12-26 21:35:17 main:574] : INFO : Epoch 1979 | loss: 0.0312069 | val_loss: 0.0312053 | Time: 1621.86 ms [2021-12-26 21:35:18 main:574] : INFO : Epoch 1980 | loss: 0.0312065 | val_loss: 0.031206 | Time: 1607.81 ms [2021-12-26 21:35:20 main:574] : INFO : Epoch 1981 | loss: 0.0312089 | val_loss: 0.0312066 | Time: 1626.47 ms [2021-12-26 21:35:21 main:574] : INFO : Epoch 1982 | loss: 0.03121 | val_loss: 0.0312045 | Time: 1619.11 ms [2021-12-26 21:35:23 main:574] : INFO : Epoch 1983 | loss: 0.0312079 | val_loss: 0.0312072 | Time: 1629.36 ms [2021-12-26 21:35:25 main:574] : INFO : Epoch 1984 | loss: 0.0312062 | val_loss: 0.0312052 | Time: 1635.39 ms [2021-12-26 21:35:26 main:574] : INFO : Epoch 1985 | loss: 0.0312038 | val_loss: 0.0312053 | Time: 1617.67 ms [2021-12-26 21:35:28 main:574] : INFO : Epoch 1986 | loss: 0.0312043 | val_loss: 0.0312049 | Time: 1614.54 ms [2021-12-26 21:35:30 main:574] : INFO : Epoch 1987 | loss: 0.0312047 | val_loss: 0.0312037 | Time: 1621.78 ms [2021-12-26 21:35:31 main:574] : INFO : Epoch 1988 | loss: 0.031204 | val_loss: 0.0312057 | Time: 1613.08 ms [2021-12-26 21:35:33 main:574] : INFO : Epoch 1989 | loss: 0.0312036 | val_loss: 0.0312054 | Time: 1631.89 ms [2021-12-26 21:35:34 main:574] : INFO : Epoch 1990 | loss: 0.0312043 | val_loss: 0.0312064 | Time: 1619.95 ms [2021-12-26 21:35:36 main:574] : INFO : Epoch 1991 | loss: 0.0312062 | val_loss: 0.0312058 | Time: 1626.45 ms [2021-12-26 21:35:38 main:574] : INFO : Epoch 1992 | loss: 0.0312048 | val_loss: 0.0312089 | Time: 1612.24 ms [2021-12-26 21:35:39 main:574] : INFO : Epoch 1993 | loss: 0.0312035 | val_loss: 0.031208 | Time: 1629.82 ms [2021-12-26 21:35:41 main:574] : INFO : Epoch 1994 | loss: 0.0312044 | val_loss: 0.0312034 | Time: 1622.2 ms [2021-12-26 21:35:43 main:574] : INFO : Epoch 1995 | loss: 0.0312025 | val_loss: 0.0312037 | Time: 1621.19 ms [2021-12-26 21:35:44 main:574] : INFO : Epoch 1996 | loss: 0.0312036 | val_loss: 0.031207 | Time: 1618.5 ms [2021-12-26 21:35:46 main:574] : INFO : Epoch 1997 | loss: 0.0312046 | val_loss: 0.0312036 | Time: 1638.9 ms [2021-12-26 21:35:48 main:574] : INFO : Epoch 1998 | loss: 0.0312073 | val_loss: 0.031214 | Time: 1701.73 ms [2021-12-26 21:35:49 main:574] : INFO : Epoch 1999 | loss: 0.0312074 | val_loss: 0.0312053 | Time: 1638.94 ms [2021-12-26 21:35:51 main:574] : INFO : Epoch 2000 | loss: 0.0312051 | val_loss: 0.0312043 | Time: 1616.45 ms [2021-12-26 21:35:52 main:574] : INFO : Epoch 2001 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 1617.53 ms [2021-12-26 21:35:54 main:574] : INFO : Epoch 2002 | loss: 0.0312021 | val_loss: 0.0312039 | Time: 1620.78 ms [2021-12-26 21:35:56 main:574] : INFO : Epoch 2003 | loss: 0.0312027 | val_loss: 0.0312052 | Time: 1607.64 ms [2021-12-26 21:35:57 main:574] : INFO : Epoch 2004 | loss: 0.0312041 | val_loss: 0.0312097 | Time: 1624.22 ms [2021-12-26 21:35:59 main:574] : INFO : Epoch 2005 | loss: 0.0312051 | val_loss: 0.0312051 | Time: 1634.11 ms [2021-12-26 21:36:01 main:574] : INFO : Epoch 2006 | loss: 0.0312031 | val_loss: 0.0312043 | Time: 1619.48 ms [2021-12-26 21:36:02 main:574] : INFO : Epoch 2007 | loss: 0.0312048 | val_loss: 0.0312045 | Time: 1620.21 ms [2021-12-26 21:36:04 main:574] : INFO : Epoch 2008 | loss: 0.0312021 | val_loss: 0.031204 | Time: 1626.15 ms [2021-12-26 21:36:05 main:574] : INFO : Epoch 2009 | loss: 0.031202 | val_loss: 0.0312043 | Time: 1617.89 ms [2021-12-26 21:36:07 main:574] : INFO : Epoch 2010 | loss: 0.0312023 | val_loss: 0.031208 | Time: 1620.53 ms [2021-12-26 21:36:09 main:574] : INFO : Epoch 2011 | loss: 0.0312055 | val_loss: 0.0312036 | Time: 1613.21 ms [2021-12-26 21:36:10 main:574] : INFO : Epoch 2012 | loss: 0.0312024 | val_loss: 0.0312033 | Time: 1606.37 ms [2021-12-26 21:36:12 main:574] : INFO : Epoch 2013 | loss: 0.0312024 | val_loss: 0.0312049 | Time: 1611.31 ms [2021-12-26 21:36:14 main:574] : INFO : Epoch 2014 | loss: 0.0312022 | val_loss: 0.0312044 | Time: 1605.57 ms [2021-12-26 21:36:15 main:574] : INFO : Epoch 2015 | loss: 0.0312021 | val_loss: 0.0312033 | Time: 1617.96 ms [2021-12-26 21:36:17 main:574] : INFO : Epoch 2016 | loss: 0.0312018 | val_loss: 0.031213 | Time: 1619.97 ms [2021-12-26 21:36:18 main:574] : INFO : Epoch 2017 | loss: 0.031206 | val_loss: 0.0312086 | Time: 1610.98 ms [2021-12-26 21:36:20 main:574] : INFO : Epoch 2018 | loss: 0.0312031 | val_loss: 0.0312056 | Time: 1617.41 ms [2021-12-26 21:36:22 main:574] : INFO : Epoch 2019 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 1613.21 ms [2021-12-26 21:36:23 main:574] : INFO : Epoch 2020 | loss: 0.0312073 | val_loss: 0.0312211 | Time: 1605.04 ms [2021-12-26 21:36:25 main:574] : INFO : Epoch 2021 | loss: 0.0312079 | val_loss: 0.0312044 | Time: 1614.35 ms [2021-12-26 21:36:26 main:574] : INFO : Epoch 2022 | loss: 0.0312017 | val_loss: 0.0312046 | Time: 1610.16 ms [2021-12-26 21:36:28 main:574] : INFO : Epoch 2023 | loss: 0.0312013 | val_loss: 0.0312036 | Time: 1607.93 ms [2021-12-26 21:36:30 main:574] : INFO : Epoch 2024 | loss: 0.0312021 | val_loss: 0.0312048 | Time: 1605.47 ms [2021-12-26 21:36:31 main:574] : INFO : Epoch 2025 | loss: 0.0312012 | val_loss: 0.0312039 | Time: 1611.73 ms [2021-12-26 21:36:33 main:574] : INFO : Epoch 2026 | loss: 0.0312016 | val_loss: 0.0312039 | Time: 1611.91 ms [2021-12-26 21:36:35 main:574] : INFO : Epoch 2027 | loss: 0.0312026 | val_loss: 0.0312066 | Time: 1607.14 ms [2021-12-26 21:36:36 main:574] : INFO : Epoch 2028 | loss: 0.0312016 | val_loss: 0.0312043 | Time: 1605.1 ms [2021-12-26 21:36:38 main:574] : INFO : Epoch 2029 | loss: 0.0312016 | val_loss: 0.0312055 | Time: 1605.08 ms [2021-12-26 21:36:39 main:574] : INFO : Epoch 2030 | loss: 0.0312022 | val_loss: 0.0312124 | Time: 1600.52 ms [2021-12-26 21:36:41 main:574] : INFO : Epoch 2031 | loss: 0.0312044 | val_loss: 0.0312069 | Time: 1612.16 ms [2021-12-26 21:36:43 main:574] : INFO : Epoch 2032 | loss: 0.0312012 | val_loss: 0.031203 | Time: 1596.92 ms [2021-12-26 21:36:44 main:574] : INFO : Epoch 2033 | loss: 0.0312008 | val_loss: 0.0312037 | Time: 1601.34 ms [2021-12-26 21:36:46 main:574] : INFO : Epoch 2034 | loss: 0.031201 | val_loss: 0.031203 | Time: 1610.54 ms [2021-12-26 21:36:47 main:574] : INFO : Epoch 2035 | loss: 0.0312034 | val_loss: 0.0312037 | Time: 1616.12 ms [2021-12-26 21:36:49 main:574] : INFO : Epoch 2036 | loss: 0.0312027 | val_loss: 0.0312096 | Time: 1612.71 ms [2021-12-26 21:36:51 main:574] : INFO : Epoch 2037 | loss: 0.0312037 | val_loss: 0.0312067 | Time: 1619.5 ms [2021-12-26 21:36:52 main:574] : INFO : Epoch 2038 | loss: 0.0312023 | val_loss: 0.0312046 | Time: 1613.3 ms [2021-12-26 21:36:54 main:574] : INFO : Epoch 2039 | loss: 0.0312025 | val_loss: 0.0312026 | Time: 1610.33 ms [2021-12-26 21:36:55 main:574] : INFO : Epoch 2040 | loss: 0.0312038 | val_loss: 0.0312062 | Time: 1601.39 ms [2021-12-26 21:36:57 main:574] : INFO : Epoch 2041 | loss: 0.0312018 | val_loss: 0.0312041 | Time: 1607.54 ms [2021-12-26 21:36:59 main:574] : INFO : Epoch 2042 | loss: 0.0312021 | val_loss: 0.0312032 | Time: 1615.02 ms [2021-12-26 21:37:00 main:574] : INFO : Epoch 2043 | loss: 0.0312022 | val_loss: 0.0312032 | Time: 1622.55 ms [2021-12-26 21:37:02 main:574] : INFO : Epoch 2044 | loss: 0.0312024 | val_loss: 0.0312112 | Time: 1606.32 ms [2021-12-26 21:37:04 main:574] : INFO : Epoch 2045 | loss: 0.0312033 | val_loss: 0.0312026 | Time: 1617.56 ms [2021-12-26 21:37:05 main:574] : INFO : Epoch 2046 | loss: 0.0312004 | val_loss: 0.0312021 | Time: 1603.82 ms [2021-12-26 21:37:07 main:574] : INFO : Epoch 2047 | loss: 0.0312002 | val_loss: 0.0312043 | Time: 1620.93 ms [2021-12-26 21:37:08 main:574] : INFO : Epoch 2048 | loss: 0.0312015 | val_loss: 0.0312051 | Time: 1620.29 ms [2021-12-26 21:37:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312051 [2021-12-26 21:37:08 main:603] : INFO : Saving end state to config to file [2021-12-26 21:37:08 main:608] : INFO : Success, exiting.. 21:37:08 (3040): 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)