Task 3749271
| Name | ParityModified-1611091140-25440-1_0 |
| Workunit | 1927041 |
| Created | 21 Jan 2021, 11:18:58 UTC |
| Sent | 22 Jan 2021, 8:45:55 UTC |
| Report deadline | 29 Jan 2021, 8:45:55 UTC |
| Received | 22 Jan 2021, 12:28:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 55 min 3 sec |
| CPU time | 53 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1612.11 ms [2021-01-22 04:09:10 main:574] : INFO : Epoch 1542 | loss: 0.0310567 | val_loss: 0.0312437 | Time: 1556.79 ms [2021-01-22 04:09:12 main:574] : INFO : Epoch 1543 | loss: 0.0310648 | val_loss: 0.0312282 | Time: 1542.81 ms [2021-01-22 04:09:13 main:574] : INFO : Epoch 1544 | loss: 0.0310709 | val_loss: 0.0312392 | Time: 1559.42 ms [2021-01-22 04:09:15 main:574] : INFO : Epoch 1545 | loss: 0.031073 | val_loss: 0.0312447 | Time: 1589.32 ms [2021-01-22 04:09:16 main:574] : INFO : Epoch 1546 | loss: 0.0310717 | val_loss: 0.0312469 | Time: 1604.94 ms [2021-01-22 04:09:18 main:574] : INFO : Epoch 1547 | loss: 0.031073 | val_loss: 0.0312375 | Time: 1599.09 ms [2021-01-22 04:09:19 main:574] : INFO : Epoch 1548 | loss: 0.0310697 | val_loss: 0.031237 | Time: 1584.59 ms [2021-01-22 04:09:21 main:574] : INFO : Epoch 1549 | loss: 0.0310647 | val_loss: 0.031238 | Time: 1634.25 ms [2021-01-22 04:09:23 main:574] : INFO : Epoch 1550 | loss: 0.0310636 | val_loss: 0.0312421 | Time: 1605.08 ms [2021-01-22 04:09:24 main:574] : INFO : Epoch 1551 | loss: 0.0310689 | val_loss: 0.0312629 | Time: 1584.42 ms [2021-01-22 04:09:26 main:574] : INFO : Epoch 1552 | loss: 0.0310751 | val_loss: 0.0312425 | Time: 1615.61 ms [2021-01-22 04:09:28 main:574] : INFO : Epoch 1553 | loss: 0.0310695 | val_loss: 0.0312608 | Time: 1550.03 ms [2021-01-22 04:09:29 main:574] : INFO : Epoch 1554 | loss: 0.0310635 | val_loss: 0.0312396 | Time: 1607.05 ms [2021-01-22 04:09:31 main:574] : INFO : Epoch 1555 | loss: 0.0310773 | val_loss: 0.031236 | Time: 1583.78 ms [2021-01-22 04:09:32 main:574] : INFO : Epoch 1556 | loss: 0.031075 | val_loss: 0.0312301 | Time: 1603.09 ms [2021-01-22 04:09:34 main:574] : INFO : Epoch 1557 | loss: 0.0310695 | val_loss: 0.0312407 | Time: 1578.96 ms [2021-01-22 04:09:36 main:574] : INFO : Epoch 1558 | loss: 0.0310705 | val_loss: 0.0312447 | Time: 1567.5 ms [2021-01-22 04:09:37 main:574] : INFO : Epoch 1559 | loss: 0.0310625 | val_loss: 0.0312431 | Time: 1634.87 ms [2021-01-22 04:09:39 main:574] : INFO : Epoch 1560 | loss: 0.0310742 | val_loss: 0.0312525 | Time: 1581.89 ms [2021-01-22 04:09:40 main:574] : INFO : Epoch 1561 | loss: 0.0310682 | val_loss: 0.0312409 | Time: 1548.65 ms [2021-01-22 04:09:42 main:574] : INFO : Epoch 1562 | loss: 0.0310608 | val_loss: 0.0312406 | Time: 1622.27 ms [2021-01-22 04:09:44 main:574] : INFO : Epoch 1563 | loss: 0.0310622 | val_loss: 0.0312473 | Time: 1556.68 ms [2021-01-22 04:09:45 main:574] : INFO : Epoch 1564 | loss: 0.0310649 | val_loss: 0.0312598 | Time: 1564.13 ms [2021-01-22 04:09:47 main:574] : INFO : Epoch 1565 | loss: 0.0310656 | val_loss: 0.0312363 | Time: 1585.25 ms [2021-01-22 04:09:48 main:574] : INFO : Epoch 1566 | loss: 0.0310681 | val_loss: 0.0312341 | Time: 1581.22 ms [2021-01-22 04:09:50 main:574] : INFO : Epoch 1567 | loss: 0.0310644 | val_loss: 0.031249 | Time: 1590.85 ms [2021-01-22 04:09:51 main:574] : INFO : Epoch 1568 | loss: 0.0310625 | val_loss: 0.0312421 | Time: 1578.78 ms [2021-01-22 04:09:53 main:574] : INFO : Epoch 1569 | loss: 0.0310607 | val_loss: 0.0312383 | Time: 1584.9 ms [2021-01-22 04:09:55 main:574] : INFO : Epoch 1570 | loss: 0.0310604 | val_loss: 0.0312491 | Time: 1605 ms [2021-01-22 04:09:56 main:574] : INFO : Epoch 1571 | loss: 0.0310748 | val_loss: 0.0312227 | Time: 1620.29 ms [2021-01-22 04:09:58 main:574] : INFO : Epoch 1572 | loss: 0.0310734 | val_loss: 0.0312368 | Time: 1577.04 ms [2021-01-22 04:10:00 main:574] : INFO : Epoch 1573 | loss: 0.0310683 | val_loss: 0.0312447 | Time: 1617.81 ms [2021-01-22 04:10:01 main:574] : INFO : Epoch 1574 | loss: 0.0310713 | val_loss: 0.0312369 | Time: 1624.11 ms [2021-01-22 04:10:03 main:574] : INFO : Epoch 1575 | loss: 0.0310677 | val_loss: 0.0312437 | Time: 1603.27 ms [2021-01-22 04:10:04 main:574] : INFO : Epoch 1576 | loss: 0.0310688 | val_loss: 0.0312374 | Time: 1613.28 ms [2021-01-22 04:10:06 main:574] : INFO : Epoch 1577 | loss: 0.0310592 | val_loss: 0.0312497 | Time: 1565.35 ms [2021-01-22 04:10:08 main:574] : INFO : Epoch 1578 | loss: 0.0310623 | val_loss: 0.0312443 | Time: 1552.66 ms [2021-01-22 04:10:09 main:574] : INFO : Epoch 1579 | loss: 0.031069 | val_loss: 0.0312429 | Time: 1592.1 ms [2021-01-22 04:10:11 main:574] : INFO : Epoch 1580 | loss: 0.031064 | val_loss: 0.0312526 | Time: 1604.72 ms [2021-01-22 04:10:12 main:574] : INFO : Epoch 1581 | loss: 0.031066 | val_loss: 0.0312482 | Time: 1602.7 ms [2021-01-22 04:10:14 main:574] : INFO : Epoch 1582 | loss: 0.0310685 | val_loss: 0.0312519 | Time: 1598.69 ms [2021-01-22 04:10:16 main:574] : INFO : Epoch 1583 | loss: 0.0310652 | val_loss: 0.0312405 | Time: 1604.66 ms [2021-01-22 04:10:17 main:574] : INFO : Epoch 1584 | loss: 0.0310658 | val_loss: 0.0312368 | Time: 1580.19 ms [2021-01-22 04:10:19 main:574] : INFO : Epoch 1585 | loss: 0.0310651 | val_loss: 0.0312353 | Time: 1589.77 ms [2021-01-22 04:10:20 main:574] : INFO : Epoch 1586 | loss: 0.0310683 | val_loss: 0.0312448 | Time: 1581.33 ms [2021-01-22 04:10:22 main:574] : INFO : Epoch 1587 | loss: 0.0310723 | val_loss: 0.0312471 | Time: 1589.34 ms [2021-01-22 04:10:24 main:574] : INFO : Epoch 1588 | loss: 0.031069 | val_loss: 0.0312387 | Time: 1557.01 ms [2021-01-22 04:10:25 main:574] : INFO : Epoch 1589 | loss: 0.0310745 | val_loss: 0.03124 | Time: 1584.29 ms [2021-01-22 04:10:27 main:574] : INFO : Epoch 1590 | loss: 0.0310781 | val_loss: 0.0312457 | Time: 1658.67 ms [2021-01-22 04:10:29 main:574] : INFO : Epoch 1591 | loss: 0.031081 | val_loss: 0.0312288 | Time: 1679.23 ms [2021-01-22 04:10:30 main:574] : INFO : Epoch 1592 | loss: 0.0310813 | val_loss: 0.0312335 | Time: 1557.28 ms [2021-01-22 04:10:32 main:574] : INFO : Epoch 1593 | loss: 0.0310706 | val_loss: 0.0312386 | Time: 1616.95 ms [2021-01-22 04:10:33 main:574] : INFO : Epoch 1594 | loss: 0.0310754 | val_loss: 0.0312279 | Time: 1591.74 ms [2021-01-22 04:10:35 main:574] : INFO : Epoch 1595 | loss: 0.0310813 | val_loss: 0.0312297 | Time: 1546.14 ms [2021-01-22 04:10:37 main:574] : INFO : Epoch 1596 | loss: 0.0310726 | val_loss: 0.0312512 | Time: 1651.29 ms [2021-01-22 04:10:38 main:574] : INFO : Epoch 1597 | loss: 0.0310743 | val_loss: 0.0312413 | Time: 1579.32 ms [2021-01-22 04:10:40 main:574] : INFO : Epoch 1598 | loss: 0.0310798 | val_loss: 0.031234 | Time: 1566.88 ms [2021-01-22 04:10:41 main:574] : INFO : Epoch 1599 | loss: 0.0310749 | val_loss: 0.0312375 | Time: 1589.62 ms [2021-01-22 04:10:43 main:574] : INFO : Epoch 1600 | loss: 0.0310762 | val_loss: 0.0312282 | Time: 1548.26 ms [2021-01-22 04:10:45 main:574] : INFO : Epoch 1601 | loss: 0.0310782 | val_loss: 0.0312398 | Time: 1581.4 ms [2021-01-22 04:10:46 main:574] : INFO : Epoch 1602 | loss: 0.0310712 | val_loss: 0.0312262 | Time: 1574.92 ms [2021-01-22 04:10:48 main:574] : INFO : Epoch 1603 | loss: 0.0310643 | val_loss: 0.0312408 | Time: 1595.93 ms [2021-01-22 04:10:49 main:574] : INFO : Epoch 1604 | loss: 0.0310681 | val_loss: 0.0312472 | Time: 1588.31 ms [2021-01-22 04:10:51 main:574] : INFO : Epoch 1605 | loss: 0.0310634 | val_loss: 0.0312416 | Time: 1601.73 ms [2021-01-22 04:10:53 main:574] : INFO : Epoch 1606 | loss: 0.031068 | val_loss: 0.0312357 | Time: 1577.79 ms [2021-01-22 04:10:54 main:574] : INFO : Epoch 1607 | loss: 0.0310747 | val_loss: 0.0312626 | Time: 1579.4 ms [2021-01-22 04:10:56 main:574] : INFO : Epoch 1608 | loss: 0.0311759 | val_loss: 0.031202 | Time: 1600.38 ms [2021-01-22 04:10:57 main:574] : INFO : Epoch 1609 | loss: 0.031165 | val_loss: 0.0311945 | Time: 1579.33 ms [2021-01-22 04:10:59 main:574] : INFO : Epoch 1610 | loss: 0.0311514 | val_loss: 0.0311892 | Time: 1558.47 ms [2021-01-22 04:11:01 main:574] : INFO : Epoch 1611 | loss: 0.0311367 | val_loss: 0.0311929 | Time: 1585.51 ms [2021-01-22 04:11:02 main:574] : INFO : Epoch 1612 | loss: 0.0311312 | val_loss: 0.0312106 | Time: 1591.02 ms [2021-01-22 04:11:04 main:574] : INFO : Epoch 1613 | loss: 0.0311268 | val_loss: 0.0312046 | Time: 1600.8 ms [2021-01-22 04:11:05 main:574] : INFO : Epoch 1614 | loss: 0.0311131 | val_loss: 0.0311958 | Time: 1566.65 ms [2021-01-22 04:11:07 main:574] : INFO : Epoch 1615 | loss: 0.0311062 | val_loss: 0.0312063 | Time: 1626.51 ms [2021-01-22 04:11:09 main:574] : INFO : Epoch 1616 | loss: 0.0310993 | val_loss: 0.0312195 | Time: 1567.94 ms [2021-01-22 04:11:10 main:574] : INFO : Epoch 1617 | loss: 0.0310895 | val_loss: 0.0312234 | Time: 1559.4 ms [2021-01-22 04:11:12 main:574] : INFO : Epoch 1618 | loss: 0.0310859 | val_loss: 0.0312164 | Time: 1586.81 ms [2021-01-22 04:11:13 main:574] : INFO : Epoch 1619 | loss: 0.0310841 | val_loss: 0.0312377 | Time: 1555.99 ms [2021-01-22 04:11:15 main:574] : INFO : Epoch 1620 | loss: 0.0310838 | val_loss: 0.031227 | Time: 1593.33 ms [2021-01-22 04:11:16 main:574] : INFO : Epoch 1621 | loss: 0.031073 | val_loss: 0.031227 | Time: 1605.51 ms [2021-01-22 04:11:18 main:574] : INFO : Epoch 1622 | loss: 0.0310715 | val_loss: 0.0312179 | Time: 1620.39 ms [2021-01-22 04:11:20 main:574] : INFO : Epoch 1623 | loss: 0.0310649 | val_loss: 0.0312471 | Time: 1646.32 ms [2021-01-22 04:11:21 main:574] : INFO : Epoch 1624 | loss: 0.0310618 | val_loss: 0.0312372 | Time: 1610.88 ms [2021-01-22 04:11:23 main:574] : INFO : Epoch 1625 | loss: 0.0310805 | val_loss: 0.0312311 | Time: 1569.67 ms [2021-01-22 04:11:25 main:574] : INFO : Epoch 1626 | loss: 0.0310722 | val_loss: 0.0312448 | Time: 1630.13 ms [2021-01-22 04:11:26 main:574] : INFO : Epoch 1627 | loss: 0.0310666 | val_loss: 0.0312304 | Time: 1575.71 ms [2021-01-22 04:11:28 main:574] : INFO : Epoch 1628 | loss: 0.0310695 | val_loss: 0.0312393 | Time: 1548.99 ms [2021-01-22 04:11:29 main:574] : INFO : Epoch 1629 | loss: 0.0310764 | val_loss: 0.0312374 | Time: 1655.3 ms [2021-01-22 04:11:31 main:574] : INFO : Epoch 1630 | loss: 0.031067 | val_loss: 0.0312392 | Time: 1585.04 ms [2021-01-22 04:11:33 main:574] : INFO : Epoch 1631 | loss: 0.0310637 | val_loss: 0.0312241 | Time: 1565.64 ms [2021-01-22 04:11:34 main:574] : INFO : Epoch 1632 | loss: 0.0310692 | val_loss: 0.0312399 | Time: 1558.03 ms [2021-01-22 04:11:36 main:574] : INFO : Epoch 1633 | loss: 0.0310667 | val_loss: 0.0312436 | Time: 1571.46 ms [2021-01-22 04:11:37 main:574] : INFO : Epoch 1634 | loss: 0.0310707 | val_loss: 0.0312395 | Time: 1620.36 ms [2021-01-22 04:11:39 main:574] : INFO : Epoch 1635 | loss: 0.0310693 | val_loss: 0.0312249 | Time: 1592.11 ms [2021-01-22 04:11:41 main:574] : INFO : Epoch 1636 | loss: 0.0310679 | val_loss: 0.0312392 | Time: 1585.17 ms [2021-01-22 04:11:42 main:574] : INFO : Epoch 1637 | loss: 0.0310692 | val_loss: 0.0312395 | Time: 1599.36 ms [2021-01-22 04:11:44 main:574] : INFO : Epoch 1638 | loss: 0.0310697 | val_loss: 0.0312302 | Time: 1547.52 ms [2021-01-22 04:11:45 main:574] : INFO : Epoch 1639 | loss: 0.0310748 | val_loss: 0.0312483 | Time: 1546.16 ms [2021-01-22 04:11:47 main:574] : INFO : Epoch 1640 | loss: 0.0310687 | val_loss: 0.0312293 | Time: 1598.84 ms [2021-01-22 04:11:49 main:574] : INFO : Epoch 1641 | loss: 0.0310691 | val_loss: 0.0312438 | Time: 1584.46 ms [2021-01-22 04:11:50 main:574] : INFO : Epoch 1642 | loss: 0.0310637 | val_loss: 0.0312436 | Time: 1573.59 ms [2021-01-22 04:11:52 main:574] : INFO : Epoch 1643 | loss: 0.0310619 | val_loss: 0.0312412 | Time: 1575.58 ms [2021-01-22 04:11:53 main:574] : INFO : Epoch 1644 | loss: 0.0310708 | val_loss: 0.0312396 | Time: 1550.64 ms [2021-01-22 04:11:55 main:574] : INFO : Epoch 1645 | loss: 0.031083 | val_loss: 0.0312224 | Time: 1563.8 ms [2021-01-22 04:11:56 main:574] : INFO : Epoch 1646 | loss: 0.0310815 | val_loss: 0.0312392 | Time: 1602.54 ms [2021-01-22 04:11:58 main:574] : INFO : Epoch 1647 | loss: 0.0310788 | val_loss: 0.0312273 | Time: 1638.51 ms [2021-01-22 04:12:00 main:574] : INFO : Epoch 1648 | loss: 0.0310728 | val_loss: 0.0312397 | Time: 1636.97 ms [2021-01-22 04:12:01 main:574] : INFO : Epoch 1649 | loss: 0.0310688 | val_loss: 0.0312301 | Time: 1540.9 ms [2021-01-22 04:12:03 main:574] : INFO : Epoch 1650 | loss: 0.0310651 | val_loss: 0.0312378 | Time: 1560.21 ms [2021-01-22 04:12:04 main:574] : INFO : Epoch 1651 | loss: 0.0310692 | val_loss: 0.0312648 | Time: 1561.65 ms [2021-01-22 04:12:06 main:574] : INFO : Epoch 1652 | loss: 0.0310685 | val_loss: 0.0312422 | Time: 1593.73 ms [2021-01-22 04:12:08 main:574] : INFO : Epoch 1653 | loss: 0.03108 | val_loss: 0.0312236 | Time: 1583.6 ms [2021-01-22 04:12:09 main:574] : INFO : Epoch 1654 | loss: 0.0310732 | val_loss: 0.0312364 | Time: 1600.18 ms [2021-01-22 04:12:11 main:574] : INFO : Epoch 1655 | loss: 0.0310655 | val_loss: 0.0312431 | Time: 1569.01 ms [2021-01-22 04:12:12 main:574] : INFO : Epoch 1656 | loss: 0.0310677 | val_loss: 0.031247 | Time: 1593.69 ms [2021-01-22 04:12:14 main:574] : INFO : Epoch 1657 | loss: 0.0310703 | val_loss: 0.0312442 | Time: 1547.15 ms [2021-01-22 04:12:16 main:574] : INFO : Epoch 1658 | loss: 0.0310697 | val_loss: 0.0312275 | Time: 1585.5 ms [2021-01-22 04:12:17 main:574] : INFO : Epoch 1659 | loss: 0.0310697 | val_loss: 0.0312592 | Time: 1600.2 ms [2021-01-22 04:12:19 main:574] : INFO : Epoch 1660 | loss: 0.0310734 | val_loss: 0.0312327 | Time: 1592.02 ms [2021-01-22 04:12:20 main:574] : INFO : Epoch 1661 | loss: 0.0310785 | val_loss: 0.0312428 | Time: 1569.61 ms [2021-01-22 04:12:22 main:574] : INFO : Epoch 1662 | loss: 0.0310983 | val_loss: 0.0312225 | Time: 1617.21 ms [2021-01-22 04:12:24 main:574] : INFO : Epoch 1663 | loss: 0.0311078 | val_loss: 0.0312377 | Time: 1616.88 ms [2021-01-22 04:12:25 main:574] : INFO : Epoch 1664 | loss: 0.031089 | val_loss: 0.0312332 | Time: 1588.21 ms [2021-01-22 04:12:27 main:574] : INFO : Epoch 1665 | loss: 0.0310897 | val_loss: 0.0312173 | Time: 1572.69 ms [2021-01-22 04:12:28 main:574] : INFO : Epoch 1666 | loss: 0.0310723 | val_loss: 0.0312321 | Time: 1578.59 ms [2021-01-22 04:12:30 main:574] : INFO : Epoch 1667 | loss: 0.0310807 | val_loss: 0.0312314 | Time: 1587.49 ms [2021-01-22 04:12:32 main:574] : INFO : Epoch 1668 | loss: 0.0310787 | val_loss: 0.0312364 | Time: 1614.74 ms [2021-01-22 04:12:33 main:574] : INFO : Epoch 1669 | loss: 0.0310702 | val_loss: 0.0312355 | Time: 1581.66 ms [2021-01-22 04:12:35 main:574] : INFO : Epoch 1670 | loss: 0.0310685 | val_loss: 0.0312463 | Time: 1614.95 ms [2021-01-22 04:12:37 main:574] : INFO : Epoch 1671 | loss: 0.0310671 | val_loss: 0.0312386 | Time: 1604.22 ms [2021-01-22 04:12:38 main:574] : INFO : Epoch 1672 | loss: 0.0310793 | val_loss: 0.031239 | Time: 1614.89 ms [2021-01-22 04:12:40 main:574] : INFO : Epoch 1673 | loss: 0.0310724 | val_loss: 0.0312262 | Time: 1618.87 ms [2021-01-22 04:12:41 main:574] : INFO : Epoch 1674 | loss: 0.0310683 | val_loss: 0.0312449 | Time: 1579.36 ms [2021-01-22 04:12:43 main:574] : INFO : Epoch 1675 | loss: 0.0310641 | val_loss: 0.0312454 | Time: 1555.58 ms [2021-01-22 04:12:45 main:574] : INFO : Epoch 1676 | loss: 0.0310624 | val_loss: 0.0312534 | Time: 1563.34 ms [2021-01-22 04:12:46 main:574] : INFO : Epoch 1677 | loss: 0.031065 | val_loss: 0.0312376 | Time: 1558.9 ms [2021-01-22 04:12:48 main:574] : INFO : Epoch 1678 | loss: 0.0310759 | val_loss: 0.0312447 | Time: 1601.88 ms [2021-01-22 04:12:49 main:574] : INFO : Epoch 1679 | loss: 0.031068 | val_loss: 0.0312394 | Time: 1601.22 ms [2021-01-22 04:12:51 main:574] : INFO : Epoch 1680 | loss: 0.0310727 | val_loss: 0.0312561 | Time: 1562.76 ms [2021-01-22 04:12:52 main:574] : INFO : Epoch 1681 | loss: 0.0310751 | val_loss: 0.0312354 | Time: 1564.12 ms [2021-01-22 04:12:54 main:574] : INFO : Epoch 1682 | loss: 0.0310752 | val_loss: 0.0312344 | Time: 1645.17 ms [2021-01-22 04:12:56 main:574] : INFO : Epoch 1683 | loss: 0.0310779 | val_loss: 0.0312314 | Time: 1614.23 ms [2021-01-22 04:12:57 main:574] : INFO : Epoch 1684 | loss: 0.0310709 | val_loss: 0.0312622 | Time: 1578.42 ms [2021-01-22 04:12:59 main:574] : INFO : Epoch 1685 | loss: 0.0310649 | val_loss: 0.0312428 | Time: 1567.18 ms [2021-01-22 04:13:01 main:574] : INFO : Epoch 1686 | loss: 0.0310713 | val_loss: 0.0312568 | Time: 1605.67 ms [2021-01-22 04:13:02 main:574] : INFO : Epoch 1687 | loss: 0.0310875 | val_loss: 0.0312415 | Time: 1597.66 ms [2021-01-22 04:13:04 main:574] : INFO : Epoch 1688 | loss: 0.0310867 | val_loss: 0.0312345 | Time: 1593.16 ms [2021-01-22 04:13:05 main:574] : INFO : Epoch 1689 | loss: 0.0310807 | val_loss: 0.0312385 | Time: 1579.43 ms [2021-01-22 04:13:07 main:574] : INFO : Epoch 1690 | loss: 0.0310681 | val_loss: 0.0312304 | Time: 1614.58 ms [2021-01-22 04:13:09 main:574] : INFO : Epoch 1691 | loss: 0.0310629 | val_loss: 0.0312456 | Time: 1595.28 ms [2021-01-22 04:13:10 main:574] : INFO : Epoch 1692 | loss: 0.0310643 | val_loss: 0.0312459 | Time: 1573.73 ms [2021-01-22 04:13:12 main:574] : INFO : Epoch 1693 | loss: 0.0310706 | val_loss: 0.0312325 | Time: 1562.87 ms [2021-01-22 04:13:13 main:574] : INFO : Epoch 1694 | loss: 0.0310779 | val_loss: 0.0312337 | Time: 1539.23 ms [2021-01-22 04:13:15 main:574] : INFO : Epoch 1695 | loss: 0.0310763 | val_loss: 0.0312297 | Time: 1605.44 ms [2021-01-22 04:13:17 main:574] : INFO : Epoch 1696 | loss: 0.0310723 | val_loss: 0.0312231 | Time: 1588.36 ms [2021-01-22 04:13:18 main:574] : INFO : Epoch 1697 | loss: 0.0310747 | val_loss: 0.0312412 | Time: 1580.26 ms [2021-01-22 04:13:20 main:574] : INFO : Epoch 1698 | loss: 0.0310617 | val_loss: 0.0312371 | Time: 1559.28 ms [2021-01-22 04:13:21 main:574] : INFO : Epoch 1699 | loss: 0.0310618 | val_loss: 0.0312484 | Time: 1605.4 ms [2021-01-22 04:13:23 main:574] : INFO : Epoch 1700 | loss: 0.0310669 | val_loss: 0.0312308 | Time: 1558.87 ms [2021-01-22 04:13:24 main:574] : INFO : Epoch 1701 | loss: 0.0310804 | val_loss: 0.0312318 | Time: 1548.05 ms [2021-01-22 04:13:26 main:574] : INFO : Epoch 1702 | loss: 0.0310819 | val_loss: 0.0312334 | Time: 1592.35 ms [2021-01-22 04:13:28 main:574] : INFO : Epoch 1703 | loss: 0.0310733 | val_loss: 0.0312397 | Time: 1553.89 ms [2021-01-22 04:13:29 main:574] : INFO : Epoch 1704 | loss: 0.0310658 | val_loss: 0.0312373 | Time: 1603.53 ms [2021-01-22 04:13:31 main:574] : INFO : Epoch 1705 | loss: 0.0310712 | val_loss: 0.0312327 | Time: 1597.64 ms [2021-01-22 04:13:32 main:574] : INFO : Epoch 1706 | loss: 0.0310688 | val_loss: 0.0312411 | Time: 1619.37 ms [2021-01-22 04:13:34 main:574] : INFO : Epoch 1707 | loss: 0.0310595 | val_loss: 0.0312431 | Time: 1658.2 ms [2021-01-22 04:13:36 main:574] : INFO : Epoch 1708 | loss: 0.0310687 | val_loss: 0.0312257 | Time: 1587.65 ms [2021-01-22 04:13:37 main:574] : INFO : Epoch 1709 | loss: 0.0310713 | val_loss: 0.031242 | Time: 1583.73 ms [2021-01-22 04:13:39 main:574] : INFO : Epoch 1710 | loss: 0.0310615 | val_loss: 0.0312421 | Time: 1565.24 ms [2021-01-22 04:13:40 main:574] : INFO : Epoch 1711 | loss: 0.0310624 | val_loss: 0.0312334 | Time: 1554.03 ms [2021-01-22 04:13:42 main:574] : INFO : Epoch 1712 | loss: 0.0310745 | val_loss: 0.0312374 | Time: 1618.77 ms [2021-01-22 04:13:44 main:574] : INFO : Epoch 1713 | loss: 0.031073 | val_loss: 0.0312376 | Time: 1587.72 ms [2021-01-22 04:13:45 main:574] : INFO : Epoch 1714 | loss: 0.0310683 | val_loss: 0.0312346 | Time: 1582.4 ms [2021-01-22 04:13:47 main:574] : INFO : Epoch 1715 | loss: 0.0310631 | val_loss: 0.031245 | Time: 1582.44 ms [2021-01-22 04:13:49 main:574] : INFO : Epoch 1716 | loss: 0.0310907 | val_loss: 0.0312395 | Time: 1604.34 ms [2021-01-22 04:13:50 main:574] : INFO : Epoch 1717 | loss: 0.0310798 | val_loss: 0.031229 | Time: 1615.03 ms [2021-01-22 04:13:52 main:574] : INFO : Epoch 1718 | loss: 0.0310759 | val_loss: 0.0312357 | Time: 1600.4 ms [2021-01-22 04:13:53 main:574] : INFO : Epoch 1719 | loss: 0.0310664 | val_loss: 0.0312484 | Time: 1566.23 ms [2021-01-22 04:13:55 main:574] : INFO : Epoch 1720 | loss: 0.0310597 | val_loss: 0.0312391 | Time: 1629.63 ms [2021-01-22 04:13:57 main:574] : INFO : Epoch 1721 | loss: 0.0310598 | val_loss: 0.0312408 | Time: 1549.31 ms [2021-01-22 04:13:58 main:574] : INFO : Epoch 1722 | loss: 0.0310631 | val_loss: 0.0312324 | Time: 1539.22 ms [2021-01-22 04:14:00 main:574] : INFO : Epoch 1723 | loss: 0.0310622 | val_loss: 0.0312566 | Time: 1593.35 ms [2021-01-22 04:14:01 main:574] : INFO : Epoch 1724 | loss: 0.0310728 | val_loss: 0.0312534 | Time: 1656.51 ms [2021-01-22 04:14:03 main:574] : INFO : Epoch 1725 | loss: 0.0310652 | val_loss: 0.0312375 | Time: 1599.14 ms [2021-01-22 04:14:05 main:574] : INFO : Epoch 1726 | loss: 0.0310601 | val_loss: 0.031248 | Time: 1631.34 ms [2021-01-22 04:14:06 main:574] : INFO : Epoch 1727 | loss: 0.0310626 | val_loss: 0.0312511 | Time: 1593.72 ms [2021-01-22 04:14:08 main:574] : INFO : Epoch 1728 | loss: 0.0310667 | val_loss: 0.0312213 | Time: 1601.89 ms [2021-01-22 04:14:09 main:574] : INFO : Epoch 1729 | loss: 0.0310727 | val_loss: 0.0312437 | Time: 1634.48 ms [2021-01-22 04:14:11 main:574] : INFO : Epoch 1730 | loss: 0.0310655 | val_loss: 0.0312365 | Time: 1603.4 ms [2021-01-22 04:14:13 main:574] : INFO : Epoch 1731 | loss: 0.0310666 | val_loss: 0.0312439 | Time: 1573.54 ms [2021-01-22 04:14:14 main:574] : INFO : Epoch 1732 | loss: 0.0310764 | val_loss: 0.0312315 | Time: 1588.69 ms [2021-01-22 04:14:16 main:574] : INFO : Epoch 1733 | loss: 0.0310715 | val_loss: 0.0312462 | Time: 1599.28 ms [2021-01-22 04:14:18 main:574] : INFO : Epoch 1734 | loss: 0.0310625 | val_loss: 0.0312554 | Time: 1612.93 ms [2021-01-22 04:14:19 main:574] : INFO : Epoch 1735 | loss: 0.0310616 | val_loss: 0.0312379 | Time: 1579.08 ms [2021-01-22 04:14:21 main:574] : INFO : Epoch 1736 | loss: 0.0310629 | val_loss: 0.0312396 | Time: 1576.14 ms [2021-01-22 04:14:22 main:574] : INFO : Epoch 1737 | loss: 0.0310684 | val_loss: 0.0312321 | Time: 1629.08 ms [2021-01-22 04:14:24 main:574] : INFO : Epoch 1738 | loss: 0.0310686 | val_loss: 0.0312371 | Time: 1596.58 ms [2021-01-22 04:14:26 main:574] : INFO : Epoch 1739 | loss: 0.0310893 | val_loss: 0.0312198 | Time: 1590.96 ms [2021-01-22 04:14:27 main:574] : INFO : Epoch 1740 | loss: 0.0310862 | val_loss: 0.03122 | Time: 1607.56 ms [2021-01-22 04:14:29 main:574] : INFO : Epoch 1741 | loss: 0.0310817 | val_loss: 0.0312492 | Time: 1618.11 ms [2021-01-22 04:14:30 main:574] : INFO : Epoch 1742 | loss: 0.0310695 | val_loss: 0.0312319 | Time: 1570.95 ms [2021-01-22 04:14:32 main:574] : INFO : Epoch 1743 | loss: 0.0310636 | val_loss: 0.0312411 | Time: 1605.83 ms [2021-01-22 04:14:34 main:574] : INFO : Epoch 1744 | loss: 0.0310614 | val_loss: 0.0312415 | Time: 1627.98 ms [2021-01-22 04:14:35 main:574] : INFO : Epoch 1745 | loss: 0.0310602 | val_loss: 0.03124 | Time: 1621.35 ms [2021-01-22 04:14:37 main:574] : INFO : Epoch 1746 | loss: 0.0310746 | val_loss: 0.0312315 | Time: 1583.21 ms [2021-01-22 04:14:38 main:574] : INFO : Epoch 1747 | loss: 0.031079 | val_loss: 0.0312306 | Time: 1549.02 ms [2021-01-22 04:14:40 main:574] : INFO : Epoch 1748 | loss: 0.0310738 | val_loss: 0.0312298 | Time: 1600.45 ms [2021-01-22 04:14:42 main:574] : INFO : Epoch 1749 | loss: 0.031072 | val_loss: 0.0312379 | Time: 1603.49 ms [2021-01-22 04:14:43 main:574] : INFO : Epoch 1750 | loss: 0.0310761 | val_loss: 0.0312321 | Time: 1608.83 ms [2021-01-22 04:14:45 main:574] : INFO : Epoch 1751 | loss: 0.0310763 | val_loss: 0.0312326 | Time: 1573.03 ms [2021-01-22 04:14:46 main:574] : INFO : Epoch 1752 | loss: 0.0310669 | val_loss: 0.0312531 | Time: 1565.67 ms [2021-01-22 04:14:48 main:574] : INFO : Epoch 1753 | loss: 0.0310649 | val_loss: 0.031231 | Time: 1615.77 ms [2021-01-22 04:14:50 main:574] : INFO : Epoch 1754 | loss: 0.0310659 | val_loss: 0.0312557 | Time: 1598.28 ms [2021-01-22 04:14:51 main:574] : INFO : Epoch 1755 | loss: 0.0310665 | val_loss: 0.0312408 | Time: 1573.23 ms [2021-01-22 04:14:53 main:574] : INFO : Epoch 1756 | loss: 0.0310658 | val_loss: 0.0312542 | Time: 1578.61 ms [2021-01-22 04:14:54 main:574] : INFO : Epoch 1757 | loss: 0.0310687 | val_loss: 0.0312552 | Time: 1578.79 ms [2021-01-22 04:14:56 main:574] : INFO : Epoch 1758 | loss: 0.0310582 | val_loss: 0.0312389 | Time: 1562.08 ms [2021-01-22 04:14:58 main:574] : INFO : Epoch 1759 | loss: 0.0310593 | val_loss: 0.031249 | Time: 1562.16 ms [2021-01-22 04:14:59 main:574] : INFO : Epoch 1760 | loss: 0.0310637 | val_loss: 0.0312448 | Time: 1566.73 ms [2021-01-22 04:15:01 main:574] : INFO : Epoch 1761 | loss: 0.0310632 | val_loss: 0.0312524 | Time: 1563.17 ms [2021-01-22 04:15:02 main:574] : INFO : Epoch 1762 | loss: 0.031068 | val_loss: 0.0312402 | Time: 1586.94 ms [2021-01-22 04:15:04 main:574] : INFO : Epoch 1763 | loss: 0.031077 | val_loss: 0.0312404 | Time: 1580.92 ms [2021-01-22 04:15:05 main:574] : INFO : Epoch 1764 | loss: 0.0310727 | val_loss: 0.0312377 | Time: 1557.8 ms [2021-01-22 04:15:07 main:574] : INFO : Epoch 1765 | loss: 0.0310694 | val_loss: 0.0312403 | Time: 1619.1 ms [2021-01-22 04:15:09 main:574] : INFO : Epoch 1766 | loss: 0.0310865 | val_loss: 0.0312406 | Time: 1545.78 ms [2021-01-22 04:15:10 main:574] : INFO : Epoch 1767 | loss: 0.031085 | val_loss: 0.031237 | Time: 1535.96 ms [2021-01-22 04:15:12 main:574] : INFO : Epoch 1768 | loss: 0.0310714 | val_loss: 0.0312449 | Time: 1551.38 ms [2021-01-22 04:15:13 main:574] : INFO : Epoch 1769 | loss: 0.0310685 | val_loss: 0.0312423 | Time: 1579.34 ms [2021-01-22 04:15:15 main:574] : INFO : Epoch 1770 | loss: 0.0310734 | val_loss: 0.0312316 | Time: 1566.39 ms [2021-01-22 04:15:17 main:574] : INFO : Epoch 1771 | loss: 0.0310761 | val_loss: 0.0312435 | Time: 1570.36 ms [2021-01-22 04:15:18 main:574] : INFO : Epoch 1772 | loss: 0.0310652 | val_loss: 0.0312399 | Time: 1562.66 ms [2021-01-22 04:15:20 main:574] : INFO : Epoch 1773 | loss: 0.0310636 | val_loss: 0.031245 | Time: 1550.4 ms [2021-01-22 04:15:21 main:574] : INFO : Epoch 1774 | loss: 0.0310592 | val_loss: 0.0312533 | Time: 1558.79 ms [2021-01-22 04:15:23 main:574] : INFO : Epoch 1775 | loss: 0.0310677 | val_loss: 0.0312409 | Time: 1569.1 ms [2021-01-22 04:15:24 main:574] : INFO : Epoch 1776 | loss: 0.0310789 | val_loss: 0.0312392 | Time: 1608.41 ms [2021-01-22 04:15:26 main:574] : INFO : Epoch 1777 | loss: 0.0310765 | val_loss: 0.0312398 | Time: 1604.17 ms [2021-01-22 04:15:28 main:574] : INFO : Epoch 1778 | loss: 0.0310723 | val_loss: 0.0312503 | Time: 1575.44 ms [2021-01-22 04:15:29 main:574] : INFO : Epoch 1779 | loss: 0.0310732 | val_loss: 0.031237 | Time: 1607.84 ms [2021-01-22 04:15:31 main:574] : INFO : Epoch 1780 | loss: 0.0310677 | val_loss: 0.0312372 | Time: 1591.28 ms [2021-01-22 04:15:33 main:574] : INFO : Epoch 1781 | loss: 0.0310674 | val_loss: 0.0312429 | Time: 1647.57 ms [2021-01-22 04:15:34 main:574] : INFO : Epoch 1782 | loss: 0.0310644 | val_loss: 0.0312457 | Time: 1618.04 ms [2021-01-22 04:15:36 main:574] : INFO : Epoch 1783 | loss: 0.0310633 | val_loss: 0.0312449 | Time: 1584.34 ms [2021-01-22 04:15:37 main:574] : INFO : Epoch 1784 | loss: 0.0310648 | val_loss: 0.0312448 | Time: 1570.69 ms [2021-01-22 04:15:39 main:574] : INFO : Epoch 1785 | loss: 0.0310662 | val_loss: 0.0312491 | Time: 1571.33 ms [2021-01-22 04:15:41 main:574] : INFO : Epoch 1786 | loss: 0.0310662 | val_loss: 0.031245 | Time: 1602.93 ms [2021-01-22 04:15:42 main:574] : INFO : Epoch 1787 | loss: 0.0310585 | val_loss: 0.0312496 | Time: 1605.29 ms [2021-01-22 04:15:44 main:574] : INFO : Epoch 1788 | loss: 0.0310592 | val_loss: 0.0312454 | Time: 1588.9 ms [2021-01-22 04:15:45 main:574] : INFO : Epoch 1789 | loss: 0.0310609 | val_loss: 0.0312439 | Time: 1565.2 ms [2021-01-22 04:15:47 main:574] : INFO : Epoch 1790 | loss: 0.0310644 | val_loss: 0.0312402 | Time: 1563.43 ms [2021-01-22 04:15:49 main:574] : INFO : Epoch 1791 | loss: 0.0310677 | val_loss: 0.0312476 | Time: 1604.69 ms [2021-01-22 04:15:50 main:574] : INFO : Epoch 1792 | loss: 0.0310654 | val_loss: 0.0312391 | Time: 1578.26 ms [2021-01-22 04:15:52 main:574] : INFO : Epoch 1793 | loss: 0.0310684 | val_loss: 0.0312545 | Time: 1606.15 ms [2021-01-22 04:15:53 main:574] : INFO : Epoch 1794 | loss: 0.0310718 | val_loss: 0.0312386 | Time: 1605.16 ms [2021-01-22 04:15:55 main:574] : INFO : Epoch 1795 | loss: 0.0310852 | val_loss: 0.0312158 | Time: 1600.41 ms [2021-01-22 04:15:57 main:574] : INFO : Epoch 1796 | loss: 0.0310873 | val_loss: 0.0312346 | Time: 1589.99 ms [2021-01-22 04:15:58 main:574] : INFO : Epoch 1797 | loss: 0.0310802 | val_loss: 0.0312339 | Time: 1555 ms [2021-01-22 04:16:00 main:574] : INFO : Epoch 1798 | loss: 0.0310665 | val_loss: 0.0312439 | Time: 1637.9 ms [2021-01-22 04:16:01 main:574] : INFO : Epoch 1799 | loss: 0.0310674 | val_loss: 0.0312239 | Time: 1609.15 ms [2021-01-22 04:16:03 main:574] : INFO : Epoch 1800 | loss: 0.0310642 | val_loss: 0.031244 | Time: 1621.96 ms [2021-01-22 04:16:05 main:574] : INFO : Epoch 1801 | loss: 0.0310617 | val_loss: 0.0312434 | Time: 1570.84 ms [2021-01-22 04:16:06 main:574] : INFO : Epoch 1802 | loss: 0.0310642 | val_loss: 0.031258 | Time: 1582.84 ms [2021-01-22 04:16:08 main:574] : INFO : Epoch 1803 | loss: 0.0310633 | val_loss: 0.0312404 | Time: 1564.69 ms [2021-01-22 04:16:09 main:574] : INFO : Epoch 1804 | loss: 0.0310737 | val_loss: 0.0312401 | Time: 1558.91 ms [2021-01-22 04:16:11 main:574] : INFO : Epoch 1805 | loss: 0.031075 | val_loss: 0.0312325 | Time: 1590.06 ms [2021-01-22 04:16:13 main:574] : INFO : Epoch 1806 | loss: 0.0310707 | val_loss: 0.0312421 | Time: 1581.11 ms [2021-01-22 04:16:14 main:574] : INFO : Epoch 1807 | loss: 0.0310705 | val_loss: 0.0312433 | Time: 1590.78 ms [2021-01-22 04:16:16 main:574] : INFO : Epoch 1808 | loss: 0.0310764 | val_loss: 0.0312492 | Time: 1614.49 ms [2021-01-22 04:16:17 main:574] : INFO : Epoch 1809 | loss: 0.0310711 | val_loss: 0.031241 | Time: 1573.39 ms [2021-01-22 04:16:19 main:574] : INFO : Epoch 1810 | loss: 0.0310706 | val_loss: 0.0312498 | Time: 1614.22 ms [2021-01-22 04:16:21 main:574] : INFO : Epoch 1811 | loss: 0.0310642 | val_loss: 0.0312502 | Time: 1614.84 ms [2021-01-22 04:16:22 main:574] : INFO : Epoch 1812 | loss: 0.0310679 | val_loss: 0.0312509 | Time: 1635.45 ms [2021-01-22 04:16:24 main:574] : INFO : Epoch 1813 | loss: 0.0310694 | val_loss: 0.0312568 | Time: 1573.39 ms [2021-01-22 04:16:26 main:574] : INFO : Epoch 1814 | loss: 0.0310621 | val_loss: 0.0312507 | Time: 1617.64 ms [2021-01-22 04:16:27 main:574] : INFO : Epoch 1815 | loss: 0.031057 | val_loss: 0.0312496 | Time: 1558.81 ms [2021-01-22 04:16:29 main:574] : INFO : Epoch 1816 | loss: 0.0310645 | val_loss: 0.0312312 | Time: 1546.45 ms [2021-01-22 04:16:30 main:574] : INFO : Epoch 1817 | loss: 0.0310665 | val_loss: 0.0312371 | Time: 1582.35 ms [2021-01-22 04:16:32 main:574] : INFO : Epoch 1818 | loss: 0.0312621 | val_loss: 0.0318713 | Time: 1556.96 ms [2021-01-22 04:16:33 main:574] : INFO : Epoch 1819 | loss: 0.067734 | val_loss: 0.0773055 | Time: 1572.31 ms [2021-01-22 04:16:35 main:574] : INFO : Epoch 1820 | loss: 0.0592896 | val_loss: 0.0723541 | Time: 1585.64 ms [2021-01-22 04:16:37 main:574] : INFO : Epoch 1821 | loss: 0.0411808 | val_loss: 0.0329344 | Time: 1552.02 ms [2021-01-22 04:16:38 main:574] : INFO : Epoch 1822 | loss: 0.0319205 | val_loss: 0.0313554 | Time: 1618.7 ms [2021-01-22 04:16:40 main:574] : INFO : Epoch 1823 | loss: 0.0313991 | val_loss: 0.031349 | Time: 1566.09 ms [2021-01-22 04:16:41 main:574] : INFO : Epoch 1824 | loss: 0.0312975 | val_loss: 0.0312835 | Time: 1568.74 ms [2021-01-22 04:16:43 main:574] : INFO : Epoch 1825 | loss: 0.0312768 | val_loss: 0.03127 | Time: 1581.22 ms [2021-01-22 04:16:45 main:574] : INFO : Epoch 1826 | loss: 0.0312695 | val_loss: 0.0312665 | Time: 1544.67 ms [2021-01-22 04:16:46 main:574] : INFO : Epoch 1827 | loss: 0.0312661 | val_loss: 0.0312643 | Time: 1615.21 ms [2021-01-22 04:16:48 main:574] : INFO : Epoch 1828 | loss: 0.0312638 | val_loss: 0.0312624 | Time: 1619.92 ms [2021-01-22 04:16:49 main:574] : INFO : Epoch 1829 | loss: 0.0312622 | val_loss: 0.031261 | Time: 1570.78 ms [2021-01-22 04:16:51 main:574] : INFO : Epoch 1830 | loss: 0.0312608 | val_loss: 0.0312599 | Time: 1588.42 ms [2021-01-22 04:16:53 main:574] : INFO : Epoch 1831 | loss: 0.0312597 | val_loss: 0.0312588 | Time: 1623.54 ms [2021-01-22 04:16:54 main:574] : INFO : Epoch 1832 | loss: 0.0312588 | val_loss: 0.0312581 | Time: 1605.45 ms [2021-01-22 04:16:56 main:574] : INFO : Epoch 1833 | loss: 0.0312579 | val_loss: 0.0312573 | Time: 1645.14 ms [2021-01-22 04:16:57 main:574] : INFO : Epoch 1834 | loss: 0.0312572 | val_loss: 0.0312566 | Time: 1558.51 ms [2021-01-22 04:16:59 main:574] : INFO : Epoch 1835 | loss: 0.0312568 | val_loss: 0.0312563 | Time: 1602.6 ms [2021-01-22 04:17:01 main:574] : INFO : Epoch 1836 | loss: 0.0312561 | val_loss: 0.0312559 | Time: 1626.86 ms [2021-01-22 04:17:02 main:574] : INFO : Epoch 1837 | loss: 0.0312556 | val_loss: 0.0312554 | Time: 1593.69 ms [2021-01-22 04:17:04 main:574] : INFO : Epoch 1838 | loss: 0.0312552 | val_loss: 0.0312551 | Time: 1643.03 ms [2021-01-22 04:17:06 main:574] : INFO : Epoch 1839 | loss: 0.0312549 | val_loss: 0.0312546 | Time: 1604.14 ms [2021-01-22 04:17:07 main:574] : INFO : Epoch 1840 | loss: 0.0312545 | val_loss: 0.0312543 | Time: 1565.39 ms [2021-01-22 04:17:09 main:574] : INFO : Epoch 1841 | loss: 0.0312542 | val_loss: 0.0312541 | Time: 1554.7 ms [2021-01-22 04:17:10 main:574] : INFO : Epoch 1842 | loss: 0.0312539 | val_loss: 0.0312538 | Time: 1570.63 ms [2021-01-22 04:17:12 main:574] : INFO : Epoch 1843 | loss: 0.0312537 | val_loss: 0.0312536 | Time: 1616.26 ms [2021-01-22 04:17:14 main:574] : INFO : Epoch 1844 | loss: 0.0312535 | val_loss: 0.0312533 | Time: 1566.47 ms [2021-01-22 04:17:15 main:574] : INFO : Epoch 1845 | loss: 0.0312533 | val_loss: 0.0312532 | Time: 1617.32 ms [2021-01-22 04:17:17 main:574] : INFO : Epoch 1846 | loss: 0.0312532 | val_loss: 0.0312531 | Time: 1561.46 ms [2021-01-22 04:17:18 main:574] : INFO : Epoch 1847 | loss: 0.0312529 | val_loss: 0.0312529 | Time: 1645.16 ms [2021-01-22 04:17:20 main:574] : INFO : Epoch 1848 | loss: 0.0312528 | val_loss: 0.0312527 | Time: 1581.8 ms [2021-01-22 04:17:22 main:574] : INFO : Epoch 1849 | loss: 0.0312526 | val_loss: 0.0312526 | Time: 1540.36 ms [2021-01-22 04:17:23 main:574] : INFO : Epoch 1850 | loss: 0.0312524 | val_loss: 0.0312525 | Time: 1528.13 ms [2021-01-22 04:17:25 main:574] : INFO : Epoch 1851 | loss: 0.0312523 | val_loss: 0.0312524 | Time: 1627.52 ms [2021-01-22 04:17:26 main:574] : INFO : Epoch 1852 | loss: 0.0312522 | val_loss: 0.0312522 | Time: 1604.64 ms [2021-01-22 04:17:28 main:574] : INFO : Epoch 1853 | loss: 0.031252 | val_loss: 0.0312521 | Time: 1586.31 ms [2021-01-22 04:17:30 main:574] : INFO : Epoch 1854 | loss: 0.031252 | val_loss: 0.031252 | Time: 1743.58 ms [2021-01-22 04:17:31 main:574] : INFO : Epoch 1855 | loss: 0.0312519 | val_loss: 0.031252 | Time: 1615.1 ms [2021-01-22 04:17:33 main:574] : INFO : Epoch 1856 | loss: 0.0312518 | val_loss: 0.0312519 | Time: 1703.65 ms [2021-01-22 04:17:35 main:574] : INFO : Epoch 1857 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 1651.99 ms [2021-01-22 04:17:36 main:574] : INFO : Epoch 1858 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 1650.5 ms [2021-01-22 04:17:38 main:574] : INFO : Epoch 1859 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 1715.3 ms [2021-01-22 04:17:40 main:574] : INFO : Epoch 1860 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 1708.37 ms [2021-01-22 04:17:41 main:574] : INFO : Epoch 1861 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 1585.9 ms [2021-01-22 04:17:43 main:574] : INFO : Epoch 1862 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 1580.55 ms [2021-01-22 04:17:45 main:574] : INFO : Epoch 1863 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 1559.54 ms [2021-01-22 04:17:46 main:574] : INFO : Epoch 1864 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1590.3 ms [2021-01-22 04:17:48 main:574] : INFO : Epoch 1865 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1622.15 ms [2021-01-22 04:17:49 main:574] : INFO : Epoch 1866 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1606.53 ms [2021-01-22 04:17:51 main:574] : INFO : Epoch 1867 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1604.14 ms [2021-01-22 04:17:53 main:574] : INFO : Epoch 1868 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1636.91 ms [2021-01-22 04:17:54 main:574] : INFO : Epoch 1869 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1539.57 ms [2021-01-22 04:17:56 main:574] : INFO : Epoch 1870 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1603.26 ms [2021-01-22 04:17:57 main:574] : INFO : Epoch 1871 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1562.47 ms [2021-01-22 04:17:59 main:574] : INFO : Epoch 1872 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 1572.26 ms [2021-01-22 04:18:01 main:574] : INFO : Epoch 1873 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1621.84 ms [2021-01-22 04:18:02 main:574] : INFO : Epoch 1874 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1600.8 ms [2021-01-22 04:18:04 main:574] : INFO : Epoch 1875 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1587.27 ms [2021-01-22 04:18:06 main:574] : INFO : Epoch 1876 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1613.73 ms [2021-01-22 04:18:07 main:574] : INFO : Epoch 1877 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1577.22 ms [2021-01-22 04:18:09 main:574] : INFO : Epoch 1878 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1589.82 ms [2021-01-22 04:18:10 main:574] : INFO : Epoch 1879 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1599.9 ms [2021-01-22 04:18:12 main:574] : INFO : Epoch 1880 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1627.36 ms [2021-01-22 04:18:14 main:574] : INFO : Epoch 1881 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1586.7 ms [2021-01-22 04:18:15 main:574] : INFO : Epoch 1882 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1585.79 ms [2021-01-22 04:18:17 main:574] : INFO : Epoch 1883 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1563.37 ms [2021-01-22 04:18:18 main:574] : INFO : Epoch 1884 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1568.58 ms [2021-01-22 04:18:20 main:574] : INFO : Epoch 1885 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1590.7 ms [2021-01-22 04:18:21 main:574] : INFO : Epoch 1886 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1575.63 ms [2021-01-22 04:18:23 main:574] : INFO : Epoch 1887 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1581.78 ms [2021-01-22 04:18:25 main:574] : INFO : Epoch 1888 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1602.29 ms [2021-01-22 04:18:26 main:574] : INFO : Epoch 1889 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1602.14 ms [2021-01-22 04:18:28 main:574] : INFO : Epoch 1890 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1578.83 ms [2021-01-22 04:18:30 main:574] : INFO : Epoch 1891 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1606.48 ms [2021-01-22 04:18:31 main:574] : INFO : Epoch 1892 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1603.02 ms [2021-01-22 04:18:33 main:574] : INFO : Epoch 1893 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1560.7 ms [2021-01-22 04:18:34 main:574] : INFO : Epoch 1894 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1536.22 ms [2021-01-22 04:18:36 main:574] : INFO : Epoch 1895 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1584.33 ms [2021-01-22 04:18:37 main:574] : INFO : Epoch 1896 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1559.13 ms [2021-01-22 04:18:39 main:574] : INFO : Epoch 1897 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1603.64 ms [2021-01-22 04:18:41 main:574] : INFO : Epoch 1898 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1578.85 ms [2021-01-22 04:18:42 main:574] : INFO : Epoch 1899 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1565.17 ms [2021-01-22 04:18:44 main:574] : INFO : Epoch 1900 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1643.75 ms [2021-01-22 04:18:45 main:574] : INFO : Epoch 1901 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1610.67 ms [2021-01-22 04:18:47 main:574] : INFO : Epoch 1902 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1593.25 ms [2021-01-22 04:18:49 main:574] : INFO : Epoch 1903 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1565.26 ms [2021-01-22 04:18:50 main:574] : INFO : Epoch 1904 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1577.12 ms [2021-01-22 04:18:52 main:574] : INFO : Epoch 1905 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1606.22 ms [2021-01-22 04:18:53 main:574] : INFO : Epoch 1906 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1601.58 ms [2021-01-22 04:18:55 main:574] : INFO : Epoch 1907 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1598.56 ms [2021-01-22 04:18:57 main:574] : INFO : Epoch 1908 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1568.74 ms [2021-01-22 04:18:58 main:574] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1575.41 ms [2021-01-22 04:19:00 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1609.63 ms [2021-01-22 04:19:01 main:574] : INFO : Epoch 1911 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1594.97 ms [2021-01-22 04:19:03 main:574] : INFO : Epoch 1912 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1616.2 ms [2021-01-22 04:19:05 main:574] : INFO : Epoch 1913 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1541.25 ms [2021-01-22 04:19:06 main:574] : INFO : Epoch 1914 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1595.82 ms [2021-01-22 04:19:08 main:574] : INFO : Epoch 1915 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1618.69 ms [2021-01-22 04:19:09 main:574] : INFO : Epoch 1916 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1554.88 ms [2021-01-22 04:19:11 main:574] : INFO : Epoch 1917 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1573.41 ms [2021-01-22 04:19:13 main:574] : INFO : Epoch 1918 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1600.79 ms [2021-01-22 04:19:14 main:574] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1577.67 ms [2021-01-22 04:19:16 main:574] : INFO : Epoch 1920 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1609.49 ms [2021-01-22 04:19:17 main:574] : INFO : Epoch 1921 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1564.97 ms [2021-01-22 04:19:19 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1588.54 ms [2021-01-22 04:19:21 main:574] : INFO : Epoch 1923 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1599.61 ms [2021-01-22 04:19:22 main:574] : INFO : Epoch 1924 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1558.79 ms [2021-01-22 04:19:24 main:574] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1573.02 ms [2021-01-22 04:19:25 main:574] : INFO : Epoch 1926 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1608.74 ms [2021-01-22 04:19:27 main:574] : INFO : Epoch 1927 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1549.38 ms [2021-01-22 04:19:29 main:574] : INFO : Epoch 1928 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1584.59 ms [2021-01-22 04:19:30 main:574] : INFO : Epoch 1929 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1583.23 ms [2021-01-22 04:19:32 main:574] : INFO : Epoch 1930 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1547.51 ms [2021-01-22 04:19:33 main:574] : INFO : Epoch 1931 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1553.36 ms [2021-01-22 04:19:35 main:574] : INFO : Epoch 1932 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1616.73 ms [2021-01-22 04:19:37 main:574] : INFO : Epoch 1933 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1615.66 ms [2021-01-22 04:19:38 main:574] : INFO : Epoch 1934 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1574.01 ms [2021-01-22 04:19:40 main:574] : INFO : Epoch 1935 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1635.74 ms [2021-01-22 04:19:41 main:574] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1577.61 ms [2021-01-22 04:19:43 main:574] : INFO : Epoch 1937 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1581.56 ms [2021-01-22 04:19:45 main:574] : INFO : Epoch 1938 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1578.41 ms [2021-01-22 04:19:46 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1545.54 ms [2021-01-22 04:19:48 main:574] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1543.72 ms [2021-01-22 04:19:49 main:574] : INFO : Epoch 1941 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1574.65 ms [2021-01-22 04:19:51 main:574] : INFO : Epoch 1942 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1590.74 ms [2021-01-22 04:19:53 main:574] : INFO : Epoch 1943 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1580.63 ms [2021-01-22 04:19:54 main:574] : INFO : Epoch 1944 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1556.95 ms [2021-01-22 04:19:56 main:574] : INFO : Epoch 1945 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1599.16 ms [2021-01-22 04:19:57 main:574] : INFO : Epoch 1946 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1559 ms [2021-01-22 04:19:59 main:574] : INFO : Epoch 1947 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1555.74 ms [2021-01-22 04:20:01 main:574] : INFO : Epoch 1948 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1596.87 ms [2021-01-22 04:20:02 main:574] : INFO : Epoch 1949 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1533.26 ms [2021-01-22 04:20:04 main:574] : INFO : Epoch 1950 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1605.4 ms [2021-01-22 04:20:05 main:574] : INFO : Epoch 1951 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1621.94 ms [2021-01-22 04:20:07 main:574] : INFO : Epoch 1952 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1581.61 ms [2021-01-22 04:20:09 main:574] : INFO : Epoch 1953 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1582.35 ms [2021-01-22 04:20:10 main:574] : INFO : Epoch 1954 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1591.74 ms [2021-01-22 04:20:12 main:574] : INFO : Epoch 1955 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1565.25 ms [2021-01-22 04:20:13 main:574] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1608.89 ms [2021-01-22 04:20:15 main:574] : INFO : Epoch 1957 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1554.68 ms [2021-01-22 04:20:16 main:574] : INFO : Epoch 1958 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1568.99 ms [2021-01-22 04:20:18 main:574] : INFO : Epoch 1959 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1564.54 ms [2021-01-22 04:20:20 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1565.58 ms [2021-01-22 04:20:21 main:574] : INFO : Epoch 1961 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1577.33 ms [2021-01-22 04:20:23 main:574] : INFO : Epoch 1962 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1596.41 ms [2021-01-22 04:20:24 main:574] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1584.81 ms [2021-01-22 04:20:26 main:574] : INFO : Epoch 1964 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1599.62 ms [2021-01-22 04:20:28 main:574] : INFO : Epoch 1965 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1573.9 ms [2021-01-22 04:20:29 main:574] : INFO : Epoch 1966 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1586.61 ms [2021-01-22 04:20:31 main:574] : INFO : Epoch 1967 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1582.8 ms [2021-01-22 04:20:32 main:574] : INFO : Epoch 1968 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1586.99 ms [2021-01-22 04:20:34 main:574] : INFO : Epoch 1969 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1600.76 ms [2021-01-22 04:20:36 main:574] : INFO : Epoch 1970 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1568.04 ms [2021-01-22 04:20:37 main:574] : INFO : Epoch 1971 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1579.99 ms [2021-01-22 04:20:39 main:574] : INFO : Epoch 1972 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1569.87 ms [2021-01-22 04:20:40 main:574] : INFO : Epoch 1973 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1568.38 ms [2021-01-22 04:20:42 main:574] : INFO : Epoch 1974 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1596.2 ms [2021-01-22 04:20:44 main:574] : INFO : Epoch 1975 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1568.7 ms [2021-01-22 04:20:45 main:574] : INFO : Epoch 1976 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1582.45 ms [2021-01-22 04:20:47 main:574] : INFO : Epoch 1977 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1584.86 ms [2021-01-22 04:20:48 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1571.19 ms [2021-01-22 04:20:50 main:574] : INFO : Epoch 1979 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1591.13 ms [2021-01-22 04:20:52 main:574] : INFO : Epoch 1980 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1576.47 ms [2021-01-22 04:20:53 main:574] : INFO : Epoch 1981 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1582.54 ms [2021-01-22 04:20:55 main:574] : INFO : Epoch 1982 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1595.22 ms [2021-01-22 04:20:56 main:574] : INFO : Epoch 1983 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1587.58 ms [2021-01-22 04:20:58 main:574] : INFO : Epoch 1984 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1616.46 ms [2021-01-22 04:21:00 main:574] : INFO : Epoch 1985 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1611.16 ms [2021-01-22 04:21:01 main:574] : INFO : Epoch 1986 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1586.39 ms [2021-01-22 04:21:03 main:574] : INFO : Epoch 1987 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1572.33 ms [2021-01-22 04:21:04 main:574] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1592.87 ms [2021-01-22 04:21:06 main:574] : INFO : Epoch 1989 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1610.37 ms [2021-01-22 04:21:08 main:574] : INFO : Epoch 1990 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1586.76 ms [2021-01-22 04:21:09 main:574] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1571.38 ms [2021-01-22 04:21:11 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1550.55 ms [2021-01-22 04:21:12 main:574] : INFO : Epoch 1993 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1575.52 ms [2021-01-22 04:21:14 main:574] : INFO : Epoch 1994 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1603.9 ms [2021-01-22 04:21:16 main:574] : INFO : Epoch 1995 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1615.7 ms [2021-01-22 04:21:17 main:574] : INFO : Epoch 1996 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1588.6 ms [2021-01-22 04:21:19 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1562.41 ms [2021-01-22 04:21:20 main:574] : INFO : Epoch 1998 | loss: 0.03125 | val_loss: 0.031251 | Time: 1565.75 ms [2021-01-22 04:21:22 main:574] : INFO : Epoch 1999 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1630.1 ms [2021-01-22 04:21:24 main:574] : INFO : Epoch 2000 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1603.98 ms [2021-01-22 04:21:25 main:574] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1601.49 ms [2021-01-22 04:21:27 main:574] : INFO : Epoch 2002 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1599.21 ms [2021-01-22 04:21:28 main:574] : INFO : Epoch 2003 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1588.96 ms [2021-01-22 04:21:30 main:574] : INFO : Epoch 2004 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1591.87 ms [2021-01-22 04:21:32 main:574] : INFO : Epoch 2005 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1565.78 ms [2021-01-22 04:21:33 main:574] : INFO : Epoch 2006 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1555.17 ms [2021-01-22 04:21:35 main:574] : INFO : Epoch 2007 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1595.17 ms [2021-01-22 04:21:36 main:574] : INFO : Epoch 2008 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1563.08 ms [2021-01-22 04:21:38 main:574] : INFO : Epoch 2009 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1563.41 ms [2021-01-22 04:21:40 main:574] : INFO : Epoch 2010 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1569.75 ms [2021-01-22 04:21:41 main:574] : INFO : Epoch 2011 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1605.5 ms [2021-01-22 04:21:43 main:574] : INFO : Epoch 2012 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1561.45 ms [2021-01-22 04:21:44 main:574] : INFO : Epoch 2013 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1580.43 ms [2021-01-22 04:21:46 main:574] : INFO : Epoch 2014 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1558.49 ms [2021-01-22 04:21:48 main:574] : INFO : Epoch 2015 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1593.3 ms [2021-01-22 04:21:49 main:574] : INFO : Epoch 2016 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1599.47 ms [2021-01-22 04:21:51 main:574] : INFO : Epoch 2017 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1580.67 ms [2021-01-22 04:21:52 main:574] : INFO : Epoch 2018 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1545.66 ms [2021-01-22 04:21:54 main:574] : INFO : Epoch 2019 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1569.03 ms [2021-01-22 04:21:55 main:574] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1536.65 ms [2021-01-22 04:21:57 main:574] : INFO : Epoch 2021 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1591.9 ms [2021-01-22 04:21:59 main:574] : INFO : Epoch 2022 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1574.44 ms [2021-01-22 04:22:00 main:574] : INFO : Epoch 2023 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1546.69 ms [2021-01-22 04:22:02 main:574] : INFO : Epoch 2024 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1621.54 ms [2021-01-22 04:22:03 main:574] : INFO : Epoch 2025 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1568.18 ms [2021-01-22 04:22:05 main:574] : INFO : Epoch 2026 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1576.66 ms [2021-01-22 04:22:07 main:574] : INFO : Epoch 2027 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1577.89 ms [2021-01-22 04:22:08 main:574] : INFO : Epoch 2028 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1582.14 ms [2021-01-22 04:22:10 main:574] : INFO : Epoch 2029 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1565.24 ms [2021-01-22 04:22:11 main:574] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1564.21 ms [2021-01-22 04:22:13 main:574] : INFO : Epoch 2031 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1590.95 ms [2021-01-22 04:22:14 main:574] : INFO : Epoch 2032 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1585.68 ms [2021-01-22 04:22:16 main:574] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1567.7 ms [2021-01-22 04:22:18 main:574] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1571 ms [2021-01-22 04:22:19 main:574] : INFO : Epoch 2035 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1587.1 ms [2021-01-22 04:22:21 main:574] : INFO : Epoch 2036 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1583.19 ms [2021-01-22 04:22:22 main:574] : INFO : Epoch 2037 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1570.94 ms [2021-01-22 04:22:24 main:574] : INFO : Epoch 2038 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1577.27 ms [2021-01-22 04:22:26 main:574] : INFO : Epoch 2039 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1592.75 ms [2021-01-22 04:22:27 main:574] : INFO : Epoch 2040 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1578.88 ms [2021-01-22 04:22:29 main:574] : INFO : Epoch 2041 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1602.69 ms [2021-01-22 04:22:30 main:574] : INFO : Epoch 2042 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1561.64 ms [2021-01-22 04:22:32 main:574] : INFO : Epoch 2043 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1554.38 ms [2021-01-22 04:22:34 main:574] : INFO : Epoch 2044 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1560.61 ms [2021-01-22 04:22:35 main:574] : INFO : Epoch 2045 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1558.26 ms [2021-01-22 04:22:37 main:574] : INFO : Epoch 2046 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1548.67 ms [2021-01-22 04:22:38 main:574] : INFO : Epoch 2047 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1572.42 ms [2021-01-22 04:22:40 main:574] : INFO : Epoch 2048 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1545.24 ms [2021-01-22 04:22:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312509 [2021-01-22 04:22:40 main:603] : INFO : Saving end state to config to file [2021-01-22 04:22:40 main:608] : INFO : Success, exiting.. 04:22:40 (10228): 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)