Task 12524079
| Name | ParityModified-1645996516-4634-2-0_0 |
| Workunit | 9688222 |
| Created | 4 Mar 2022, 7:59:30 UTC |
| Sent | 7 Mar 2022, 10:55:26 UTC |
| Report deadline | 15 Mar 2022, 10:55:26 UTC |
| Received | 7 Mar 2022, 13:54:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 4 sec |
| CPU time | 1 hours 12 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> me: 2164.96 ms [2022-03-07 06:36:22 main:574] : INFO : Epoch 1542 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2160.12 ms [2022-03-07 06:36:24 main:574] : INFO : Epoch 1543 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2161.77 ms [2022-03-07 06:36:26 main:574] : INFO : Epoch 1544 | loss: 0.0312497 | val_loss: 0.0312552 | Time: 2165.14 ms [2022-03-07 06:36:28 main:574] : INFO : Epoch 1545 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 2167.37 ms [2022-03-07 06:36:31 main:574] : INFO : Epoch 1546 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2158.56 ms [2022-03-07 06:36:33 main:574] : INFO : Epoch 1547 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 2167.54 ms [2022-03-07 06:36:35 main:574] : INFO : Epoch 1548 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2168.94 ms [2022-03-07 06:36:37 main:574] : INFO : Epoch 1549 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2164.94 ms [2022-03-07 06:36:39 main:574] : INFO : Epoch 1550 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2156.87 ms [2022-03-07 06:36:41 main:574] : INFO : Epoch 1551 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2163.79 ms [2022-03-07 06:36:44 main:574] : INFO : Epoch 1552 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2164.58 ms [2022-03-07 06:36:46 main:574] : INFO : Epoch 1553 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2166.47 ms [2022-03-07 06:36:48 main:574] : INFO : Epoch 1554 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2161.83 ms [2022-03-07 06:36:50 main:574] : INFO : Epoch 1555 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2167.26 ms [2022-03-07 06:36:52 main:574] : INFO : Epoch 1556 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 2163.52 ms [2022-03-07 06:36:54 main:574] : INFO : Epoch 1557 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2166.21 ms [2022-03-07 06:36:57 main:574] : INFO : Epoch 1558 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2161.89 ms [2022-03-07 06:36:59 main:574] : INFO : Epoch 1559 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2166.19 ms [2022-03-07 06:37:01 main:574] : INFO : Epoch 1560 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2164.68 ms [2022-03-07 06:37:03 main:574] : INFO : Epoch 1561 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2165.65 ms [2022-03-07 06:37:05 main:574] : INFO : Epoch 1562 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2164.08 ms [2022-03-07 06:37:07 main:574] : INFO : Epoch 1563 | loss: 0.0312502 | val_loss: 0.0312526 | Time: 2163.57 ms [2022-03-07 06:37:10 main:574] : INFO : Epoch 1564 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2165.26 ms [2022-03-07 06:37:12 main:574] : INFO : Epoch 1565 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2167.59 ms [2022-03-07 06:37:14 main:574] : INFO : Epoch 1566 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 2161.97 ms [2022-03-07 06:37:16 main:574] : INFO : Epoch 1567 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2161.54 ms [2022-03-07 06:37:18 main:574] : INFO : Epoch 1568 | loss: 0.0312492 | val_loss: 0.031251 | Time: 2161.42 ms [2022-03-07 06:37:20 main:574] : INFO : Epoch 1569 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2160.27 ms [2022-03-07 06:37:23 main:574] : INFO : Epoch 1570 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2167.67 ms [2022-03-07 06:37:25 main:574] : INFO : Epoch 1571 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 2164.99 ms [2022-03-07 06:37:27 main:574] : INFO : Epoch 1572 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2164.78 ms [2022-03-07 06:37:29 main:574] : INFO : Epoch 1573 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2164.35 ms [2022-03-07 06:37:31 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2165.62 ms [2022-03-07 06:37:33 main:574] : INFO : Epoch 1575 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 2164.49 ms [2022-03-07 06:37:36 main:574] : INFO : Epoch 1576 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2166.16 ms [2022-03-07 06:37:38 main:574] : INFO : Epoch 1577 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2166.39 ms [2022-03-07 06:37:40 main:574] : INFO : Epoch 1578 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2164.23 ms [2022-03-07 06:37:42 main:574] : INFO : Epoch 1579 | loss: 0.0312494 | val_loss: 0.0312516 | Time: 2160.37 ms [2022-03-07 06:37:44 main:574] : INFO : Epoch 1580 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2166.87 ms [2022-03-07 06:37:46 main:574] : INFO : Epoch 1581 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2167.83 ms [2022-03-07 06:37:49 main:574] : INFO : Epoch 1582 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2163.99 ms [2022-03-07 06:37:51 main:574] : INFO : Epoch 1583 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 2161.94 ms [2022-03-07 06:37:53 main:574] : INFO : Epoch 1584 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2170.45 ms [2022-03-07 06:37:55 main:574] : INFO : Epoch 1585 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2163.51 ms [2022-03-07 06:37:57 main:574] : INFO : Epoch 1586 | loss: 0.0312497 | val_loss: 0.0312551 | Time: 2163.29 ms [2022-03-07 06:37:59 main:574] : INFO : Epoch 1587 | loss: 0.0312511 | val_loss: 0.0312533 | Time: 2165.11 ms [2022-03-07 06:38:02 main:574] : INFO : Epoch 1588 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 2166.73 ms [2022-03-07 06:38:04 main:574] : INFO : Epoch 1589 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 2167.84 ms [2022-03-07 06:38:06 main:574] : INFO : Epoch 1590 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2163.48 ms [2022-03-07 06:38:08 main:574] : INFO : Epoch 1591 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 2161.97 ms [2022-03-07 06:38:10 main:574] : INFO : Epoch 1592 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2160.68 ms [2022-03-07 06:38:12 main:574] : INFO : Epoch 1593 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2166.67 ms [2022-03-07 06:38:15 main:574] : INFO : Epoch 1594 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2165.11 ms [2022-03-07 06:38:17 main:574] : INFO : Epoch 1595 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 2167.98 ms [2022-03-07 06:38:19 main:574] : INFO : Epoch 1596 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 2160.97 ms [2022-03-07 06:38:21 main:574] : INFO : Epoch 1597 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 2164.19 ms [2022-03-07 06:38:23 main:574] : INFO : Epoch 1598 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2165.62 ms [2022-03-07 06:38:25 main:574] : INFO : Epoch 1599 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 2166.25 ms [2022-03-07 06:38:28 main:574] : INFO : Epoch 1600 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2169.06 ms [2022-03-07 06:38:30 main:574] : INFO : Epoch 1601 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2155.36 ms [2022-03-07 06:38:32 main:574] : INFO : Epoch 1602 | loss: 0.0312503 | val_loss: 0.0312525 | Time: 2168.01 ms [2022-03-07 06:38:34 main:574] : INFO : Epoch 1603 | loss: 0.0312543 | val_loss: 0.0312525 | Time: 2159.91 ms [2022-03-07 06:38:36 main:574] : INFO : Epoch 1604 | loss: 0.0312516 | val_loss: 0.031251 | Time: 2159.97 ms [2022-03-07 06:38:38 main:574] : INFO : Epoch 1605 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2169.93 ms [2022-03-07 06:38:41 main:574] : INFO : Epoch 1606 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2167.7 ms [2022-03-07 06:38:43 main:574] : INFO : Epoch 1607 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 2157.51 ms [2022-03-07 06:38:45 main:574] : INFO : Epoch 1608 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2169.01 ms [2022-03-07 06:38:47 main:574] : INFO : Epoch 1609 | loss: 0.03125 | val_loss: 0.0312493 | Time: 2161.36 ms [2022-03-07 06:38:49 main:574] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2161.09 ms [2022-03-07 06:38:51 main:574] : INFO : Epoch 1611 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2169.47 ms [2022-03-07 06:38:54 main:574] : INFO : Epoch 1612 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2163.12 ms [2022-03-07 06:38:56 main:574] : INFO : Epoch 1613 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2164.17 ms [2022-03-07 06:38:58 main:574] : INFO : Epoch 1614 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2166.64 ms [2022-03-07 06:39:00 main:574] : INFO : Epoch 1615 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2170.42 ms [2022-03-07 06:39:02 main:574] : INFO : Epoch 1616 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2168.91 ms [2022-03-07 06:39:04 main:574] : INFO : Epoch 1617 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2163.95 ms [2022-03-07 06:39:07 main:574] : INFO : Epoch 1618 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2166.82 ms [2022-03-07 06:39:09 main:574] : INFO : Epoch 1619 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2166.26 ms [2022-03-07 06:39:11 main:574] : INFO : Epoch 1620 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 2162.74 ms [2022-03-07 06:39:13 main:574] : INFO : Epoch 1621 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2164.35 ms [2022-03-07 06:39:15 main:574] : INFO : Epoch 1622 | loss: 0.0312493 | val_loss: 0.03125 | Time: 2158.03 ms [2022-03-07 06:39:17 main:574] : INFO : Epoch 1623 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2165.04 ms [2022-03-07 06:39:20 main:574] : INFO : Epoch 1624 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2157.57 ms [2022-03-07 06:39:22 main:574] : INFO : Epoch 1625 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 2166.42 ms [2022-03-07 06:39:24 main:574] : INFO : Epoch 1626 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 2168.75 ms [2022-03-07 06:39:26 main:574] : INFO : Epoch 1627 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2160.78 ms [2022-03-07 06:39:28 main:574] : INFO : Epoch 1628 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 2161.8 ms [2022-03-07 06:39:30 main:574] : INFO : Epoch 1629 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2169.49 ms [2022-03-07 06:39:33 main:574] : INFO : Epoch 1630 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2160.98 ms [2022-03-07 06:39:35 main:574] : INFO : Epoch 1631 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2160.55 ms [2022-03-07 06:39:37 main:574] : INFO : Epoch 1632 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2167.28 ms [2022-03-07 06:39:39 main:574] : INFO : Epoch 1633 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2163.9 ms [2022-03-07 06:39:41 main:574] : INFO : Epoch 1634 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2158.1 ms [2022-03-07 06:39:43 main:574] : INFO : Epoch 1635 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2168.42 ms [2022-03-07 06:39:46 main:574] : INFO : Epoch 1636 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 2164.8 ms [2022-03-07 06:39:48 main:574] : INFO : Epoch 1637 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2165.29 ms [2022-03-07 06:39:50 main:574] : INFO : Epoch 1638 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2166.48 ms [2022-03-07 06:39:52 main:574] : INFO : Epoch 1639 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2165.83 ms [2022-03-07 06:39:54 main:574] : INFO : Epoch 1640 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2161.49 ms [2022-03-07 06:39:56 main:574] : INFO : Epoch 1641 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2168.42 ms [2022-03-07 06:39:59 main:574] : INFO : Epoch 1642 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2163.47 ms [2022-03-07 06:40:01 main:574] : INFO : Epoch 1643 | loss: 0.031249 | val_loss: 0.0312521 | Time: 2169.08 ms [2022-03-07 06:40:03 main:574] : INFO : Epoch 1644 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 2169.22 ms [2022-03-07 06:40:05 main:574] : INFO : Epoch 1645 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 2160.51 ms [2022-03-07 06:40:07 main:574] : INFO : Epoch 1646 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 2161.61 ms [2022-03-07 06:40:09 main:574] : INFO : Epoch 1647 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2160.85 ms [2022-03-07 06:40:12 main:574] : INFO : Epoch 1648 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2163.97 ms [2022-03-07 06:40:14 main:574] : INFO : Epoch 1649 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2164.73 ms [2022-03-07 06:40:16 main:574] : INFO : Epoch 1650 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2173.09 ms [2022-03-07 06:40:18 main:574] : INFO : Epoch 1651 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2160.07 ms [2022-03-07 06:40:20 main:574] : INFO : Epoch 1652 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 2162.3 ms [2022-03-07 06:40:22 main:574] : INFO : Epoch 1653 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 2167.53 ms [2022-03-07 06:40:25 main:574] : INFO : Epoch 1654 | loss: 0.0312489 | val_loss: 0.03125 | Time: 2161.87 ms [2022-03-07 06:40:27 main:574] : INFO : Epoch 1655 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 2168.48 ms [2022-03-07 06:40:29 main:574] : INFO : Epoch 1656 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2166.25 ms [2022-03-07 06:40:31 main:574] : INFO : Epoch 1657 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 2159.37 ms [2022-03-07 06:40:33 main:574] : INFO : Epoch 1658 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2165.27 ms [2022-03-07 06:40:35 main:574] : INFO : Epoch 1659 | loss: 0.0312492 | val_loss: 0.0312515 | Time: 2167.81 ms [2022-03-07 06:40:38 main:574] : INFO : Epoch 1660 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2168.28 ms [2022-03-07 06:40:40 main:574] : INFO : Epoch 1661 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2162.97 ms [2022-03-07 06:40:42 main:574] : INFO : Epoch 1662 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 2167.53 ms [2022-03-07 06:40:44 main:574] : INFO : Epoch 1663 | loss: 0.031249 | val_loss: 0.0312502 | Time: 2161.08 ms [2022-03-07 06:40:46 main:574] : INFO : Epoch 1664 | loss: 0.031249 | val_loss: 0.03125 | Time: 2161.33 ms [2022-03-07 06:40:48 main:574] : INFO : Epoch 1665 | loss: 0.0312487 | val_loss: 0.0312509 | Time: 2165.11 ms [2022-03-07 06:40:51 main:574] : INFO : Epoch 1666 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2150.09 ms [2022-03-07 06:40:53 main:574] : INFO : Epoch 1667 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 2165.38 ms [2022-03-07 06:40:55 main:574] : INFO : Epoch 1668 | loss: 0.031249 | val_loss: 0.0312501 | Time: 2159.82 ms [2022-03-07 06:40:57 main:574] : INFO : Epoch 1669 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 2170.7 ms [2022-03-07 06:40:59 main:574] : INFO : Epoch 1670 | loss: 0.0312487 | val_loss: 0.0312504 | Time: 2163.63 ms [2022-03-07 06:41:01 main:574] : INFO : Epoch 1671 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2170.69 ms [2022-03-07 06:41:04 main:574] : INFO : Epoch 1672 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 2162.08 ms [2022-03-07 06:41:06 main:574] : INFO : Epoch 1673 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2164.21 ms [2022-03-07 06:41:08 main:574] : INFO : Epoch 1674 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2166.74 ms [2022-03-07 06:41:10 main:574] : INFO : Epoch 1675 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 2163.1 ms [2022-03-07 06:41:12 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2164.86 ms [2022-03-07 06:41:14 main:574] : INFO : Epoch 1677 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 2163.22 ms [2022-03-07 06:41:17 main:574] : INFO : Epoch 1678 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2171.1 ms [2022-03-07 06:41:19 main:574] : INFO : Epoch 1679 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2166.79 ms [2022-03-07 06:41:21 main:574] : INFO : Epoch 1680 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 2166.4 ms [2022-03-07 06:41:23 main:574] : INFO : Epoch 1681 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 2162.03 ms [2022-03-07 06:41:25 main:574] : INFO : Epoch 1682 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 2162.93 ms [2022-03-07 06:41:27 main:574] : INFO : Epoch 1683 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 2157.97 ms [2022-03-07 06:41:30 main:574] : INFO : Epoch 1684 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 2167.72 ms [2022-03-07 06:41:32 main:574] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.031251 | Time: 2164.65 ms [2022-03-07 06:41:34 main:574] : INFO : Epoch 1686 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2165.6 ms [2022-03-07 06:41:36 main:574] : INFO : Epoch 1687 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2162.83 ms [2022-03-07 06:41:38 main:574] : INFO : Epoch 1688 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2165.07 ms [2022-03-07 06:41:40 main:574] : INFO : Epoch 1689 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 2162.86 ms [2022-03-07 06:41:43 main:574] : INFO : Epoch 1690 | loss: 0.0312491 | val_loss: 0.03125 | Time: 2162.65 ms [2022-03-07 06:41:45 main:574] : INFO : Epoch 1691 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2169.51 ms [2022-03-07 06:41:47 main:574] : INFO : Epoch 1692 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2160.15 ms [2022-03-07 06:41:49 main:574] : INFO : Epoch 1693 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 2169.62 ms [2022-03-07 06:41:51 main:574] : INFO : Epoch 1694 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2158.63 ms [2022-03-07 06:41:53 main:574] : INFO : Epoch 1695 | loss: 0.031249 | val_loss: 0.0312511 | Time: 2154.27 ms [2022-03-07 06:41:56 main:574] : INFO : Epoch 1696 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2164.96 ms [2022-03-07 06:41:58 main:574] : INFO : Epoch 1697 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 2164.18 ms [2022-03-07 06:42:00 main:574] : INFO : Epoch 1698 | loss: 0.0312487 | val_loss: 0.03125 | Time: 2158.07 ms [2022-03-07 06:42:02 main:574] : INFO : Epoch 1699 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 2163.78 ms [2022-03-07 06:42:04 main:574] : INFO : Epoch 1700 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2167.45 ms [2022-03-07 06:42:06 main:574] : INFO : Epoch 1701 | loss: 0.031251 | val_loss: 0.0312499 | Time: 2166.41 ms [2022-03-07 06:42:09 main:574] : INFO : Epoch 1702 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 2157.76 ms [2022-03-07 06:42:11 main:574] : INFO : Epoch 1703 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2159.26 ms [2022-03-07 06:42:13 main:574] : INFO : Epoch 1704 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 2166.82 ms [2022-03-07 06:42:15 main:574] : INFO : Epoch 1705 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2167.99 ms [2022-03-07 06:42:17 main:574] : INFO : Epoch 1706 | loss: 0.0312491 | val_loss: 0.0312512 | Time: 2165.67 ms [2022-03-07 06:42:19 main:574] : INFO : Epoch 1707 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 2163.95 ms [2022-03-07 06:42:22 main:574] : INFO : Epoch 1708 | loss: 0.0312508 | val_loss: 0.0312532 | Time: 2160.29 ms [2022-03-07 06:42:24 main:574] : INFO : Epoch 1709 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2165.26 ms [2022-03-07 06:42:26 main:574] : INFO : Epoch 1710 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2165.95 ms [2022-03-07 06:42:28 main:574] : INFO : Epoch 1711 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2163.89 ms [2022-03-07 06:42:30 main:574] : INFO : Epoch 1712 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 2169.25 ms [2022-03-07 06:42:32 main:574] : INFO : Epoch 1713 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 2162.85 ms [2022-03-07 06:42:35 main:574] : INFO : Epoch 1714 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2166.86 ms [2022-03-07 06:42:37 main:574] : INFO : Epoch 1715 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 2161.63 ms [2022-03-07 06:42:39 main:574] : INFO : Epoch 1716 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2164 ms [2022-03-07 06:42:41 main:574] : INFO : Epoch 1717 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2162.58 ms [2022-03-07 06:42:43 main:574] : INFO : Epoch 1718 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 2169.44 ms [2022-03-07 06:42:45 main:574] : INFO : Epoch 1719 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 2172.07 ms [2022-03-07 06:42:48 main:574] : INFO : Epoch 1720 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 2185.06 ms [2022-03-07 06:42:50 main:574] : INFO : Epoch 1721 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2161.19 ms [2022-03-07 06:42:52 main:574] : INFO : Epoch 1722 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2168.74 ms [2022-03-07 06:42:54 main:574] : INFO : Epoch 1723 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2164.33 ms [2022-03-07 06:42:56 main:574] : INFO : Epoch 1724 | loss: 0.0312493 | val_loss: 0.03125 | Time: 2161.99 ms [2022-03-07 06:42:59 main:574] : INFO : Epoch 1725 | loss: 0.031249 | val_loss: 0.0312499 | Time: 2163.76 ms [2022-03-07 06:43:01 main:574] : INFO : Epoch 1726 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2163.93 ms [2022-03-07 06:43:03 main:574] : INFO : Epoch 1727 | loss: 0.0312488 | val_loss: 0.03125 | Time: 2167.67 ms [2022-03-07 06:43:05 main:574] : INFO : Epoch 1728 | loss: 0.031249 | val_loss: 0.0312512 | Time: 2167.4 ms [2022-03-07 06:43:07 main:574] : INFO : Epoch 1729 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2164.4 ms [2022-03-07 06:43:09 main:574] : INFO : Epoch 1730 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 2164.47 ms [2022-03-07 06:43:12 main:574] : INFO : Epoch 1731 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2167.89 ms [2022-03-07 06:43:14 main:574] : INFO : Epoch 1732 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 2195.26 ms [2022-03-07 06:43:16 main:574] : INFO : Epoch 1733 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 2160.28 ms [2022-03-07 06:43:18 main:574] : INFO : Epoch 1734 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2166.7 ms [2022-03-07 06:43:21 main:574] : INFO : Epoch 1735 | loss: 0.031249 | val_loss: 0.0312499 | Time: 2166.86 ms [2022-03-07 06:43:23 main:574] : INFO : Epoch 1736 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 2164.63 ms [2022-03-07 06:43:25 main:574] : INFO : Epoch 1737 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2173.28 ms [2022-03-07 06:43:27 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2164.85 ms [2022-03-07 06:43:29 main:574] : INFO : Epoch 1739 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 2164.35 ms [2022-03-07 06:43:31 main:574] : INFO : Epoch 1740 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 2159.61 ms [2022-03-07 06:43:34 main:574] : INFO : Epoch 1741 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2164.71 ms [2022-03-07 06:43:36 main:574] : INFO : Epoch 1742 | loss: 0.03125 | val_loss: 0.0312516 | Time: 2163.97 ms [2022-03-07 06:43:38 main:574] : INFO : Epoch 1743 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2164.19 ms [2022-03-07 06:43:40 main:574] : INFO : Epoch 1744 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2162.28 ms [2022-03-07 06:43:42 main:574] : INFO : Epoch 1745 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 2169.1 ms [2022-03-07 06:43:44 main:574] : INFO : Epoch 1746 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2158.64 ms [2022-03-07 06:43:47 main:574] : INFO : Epoch 1747 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2169.91 ms [2022-03-07 06:43:49 main:574] : INFO : Epoch 1748 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2165.3 ms [2022-03-07 06:43:51 main:574] : INFO : Epoch 1749 | loss: 0.0312505 | val_loss: 0.0312533 | Time: 2164.44 ms [2022-03-07 06:43:53 main:574] : INFO : Epoch 1750 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 2166.75 ms [2022-03-07 06:43:55 main:574] : INFO : Epoch 1751 | loss: 0.0312502 | val_loss: 0.0312541 | Time: 2166.32 ms [2022-03-07 06:43:57 main:574] : INFO : Epoch 1752 | loss: 0.0314109 | val_loss: 0.0326648 | Time: 2165.83 ms [2022-03-07 06:44:00 main:574] : INFO : Epoch 1753 | loss: 0.0360061 | val_loss: 0.0328146 | Time: 2159.95 ms [2022-03-07 06:44:02 main:574] : INFO : Epoch 1754 | loss: 0.0361843 | val_loss: 0.033088 | Time: 2162.75 ms [2022-03-07 06:44:04 main:574] : INFO : Epoch 1755 | loss: 0.0319078 | val_loss: 0.031413 | Time: 2165.67 ms [2022-03-07 06:44:06 main:574] : INFO : Epoch 1756 | loss: 0.0313269 | val_loss: 0.0312829 | Time: 2165.32 ms [2022-03-07 06:44:08 main:574] : INFO : Epoch 1757 | loss: 0.0312642 | val_loss: 0.0312546 | Time: 2162.85 ms [2022-03-07 06:44:11 main:574] : INFO : Epoch 1758 | loss: 0.0312529 | val_loss: 0.0312521 | Time: 2161.92 ms [2022-03-07 06:44:13 main:574] : INFO : Epoch 1759 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 2158.83 ms [2022-03-07 06:44:15 main:574] : INFO : Epoch 1760 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 2159.92 ms [2022-03-07 06:44:17 main:574] : INFO : Epoch 1761 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2166.49 ms [2022-03-07 06:44:19 main:574] : INFO : Epoch 1762 | loss: 0.03125 | val_loss: 0.0312518 | Time: 2165.65 ms [2022-03-07 06:44:21 main:574] : INFO : Epoch 1763 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2167.76 ms [2022-03-07 06:44:23 main:574] : INFO : Epoch 1764 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2163.69 ms [2022-03-07 06:44:26 main:574] : INFO : Epoch 1765 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2164.3 ms [2022-03-07 06:44:28 main:574] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2164.1 ms [2022-03-07 06:44:30 main:574] : INFO : Epoch 1767 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2168.78 ms [2022-03-07 06:44:32 main:574] : INFO : Epoch 1768 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2162.25 ms [2022-03-07 06:44:34 main:574] : INFO : Epoch 1769 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2162.99 ms [2022-03-07 06:44:37 main:574] : INFO : Epoch 1770 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 2166.26 ms [2022-03-07 06:44:39 main:574] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2164.01 ms [2022-03-07 06:44:41 main:574] : INFO : Epoch 1772 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2168.46 ms [2022-03-07 06:44:43 main:574] : INFO : Epoch 1773 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2160.34 ms [2022-03-07 06:44:45 main:574] : INFO : Epoch 1774 | loss: 0.0312493 | val_loss: 0.03125 | Time: 2166.7 ms [2022-03-07 06:44:47 main:574] : INFO : Epoch 1775 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2163.61 ms [2022-03-07 06:44:50 main:574] : INFO : Epoch 1776 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2168.65 ms [2022-03-07 06:44:52 main:574] : INFO : Epoch 1777 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 2159.87 ms [2022-03-07 06:44:54 main:574] : INFO : Epoch 1778 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2162.77 ms [2022-03-07 06:44:56 main:574] : INFO : Epoch 1779 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2161.4 ms [2022-03-07 06:44:58 main:574] : INFO : Epoch 1780 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2161.18 ms [2022-03-07 06:45:00 main:574] : INFO : Epoch 1781 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 2169.44 ms [2022-03-07 06:45:02 main:574] : INFO : Epoch 1782 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 2163.4 ms [2022-03-07 06:45:05 main:574] : INFO : Epoch 1783 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 2158.57 ms [2022-03-07 06:45:07 main:574] : INFO : Epoch 1784 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 2157.37 ms [2022-03-07 06:45:09 main:574] : INFO : Epoch 1785 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2162.34 ms [2022-03-07 06:45:11 main:574] : INFO : Epoch 1786 | loss: 0.0312493 | val_loss: 0.03125 | Time: 2165.13 ms [2022-03-07 06:45:13 main:574] : INFO : Epoch 1787 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 2166.84 ms [2022-03-07 06:45:15 main:574] : INFO : Epoch 1788 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 2164.32 ms [2022-03-07 06:45:18 main:574] : INFO : Epoch 1789 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 2165.27 ms [2022-03-07 06:45:20 main:574] : INFO : Epoch 1790 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 2166.32 ms [2022-03-07 06:45:22 main:574] : INFO : Epoch 1791 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2163.98 ms [2022-03-07 06:45:24 main:574] : INFO : Epoch 1792 | loss: 0.0312494 | val_loss: 0.0312516 | Time: 2162.06 ms [2022-03-07 06:45:26 main:574] : INFO : Epoch 1793 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2164.07 ms [2022-03-07 06:45:28 main:574] : INFO : Epoch 1794 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 2163.67 ms [2022-03-07 06:45:31 main:574] : INFO : Epoch 1795 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2168.75 ms [2022-03-07 06:45:33 main:574] : INFO : Epoch 1796 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 2162.48 ms [2022-03-07 06:45:35 main:574] : INFO : Epoch 1797 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2165.66 ms [2022-03-07 06:45:37 main:574] : INFO : Epoch 1798 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2169.49 ms [2022-03-07 06:45:39 main:574] : INFO : Epoch 1799 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 2165.58 ms [2022-03-07 06:45:41 main:574] : INFO : Epoch 1800 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 2163.86 ms [2022-03-07 06:45:44 main:574] : INFO : Epoch 1801 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2163.67 ms [2022-03-07 06:45:46 main:574] : INFO : Epoch 1802 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2159.48 ms [2022-03-07 06:45:48 main:574] : INFO : Epoch 1803 | loss: 0.031249 | val_loss: 0.0312498 | Time: 2165.22 ms [2022-03-07 06:45:50 main:574] : INFO : Epoch 1804 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2165.68 ms [2022-03-07 06:45:52 main:574] : INFO : Epoch 1805 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2167.85 ms [2022-03-07 06:45:54 main:574] : INFO : Epoch 1806 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2161.81 ms [2022-03-07 06:45:57 main:574] : INFO : Epoch 1807 | loss: 0.031249 | val_loss: 0.0312498 | Time: 2157.82 ms [2022-03-07 06:45:59 main:574] : INFO : Epoch 1808 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 2161.93 ms [2022-03-07 06:46:01 main:574] : INFO : Epoch 1809 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2161.84 ms [2022-03-07 06:46:03 main:574] : INFO : Epoch 1810 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2163.79 ms [2022-03-07 06:46:05 main:574] : INFO : Epoch 1811 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2163.51 ms [2022-03-07 06:46:07 main:574] : INFO : Epoch 1812 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2161.9 ms [2022-03-07 06:46:10 main:574] : INFO : Epoch 1813 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2162.97 ms [2022-03-07 06:46:12 main:574] : INFO : Epoch 1814 | loss: 0.031249 | val_loss: 0.0312503 | Time: 2162.45 ms [2022-03-07 06:46:14 main:574] : INFO : Epoch 1815 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2164.84 ms [2022-03-07 06:46:16 main:574] : INFO : Epoch 1816 | loss: 0.031249 | val_loss: 0.0312497 | Time: 2162.51 ms [2022-03-07 06:46:18 main:574] : INFO : Epoch 1817 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 2159.98 ms [2022-03-07 06:46:20 main:574] : INFO : Epoch 1818 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 2158.43 ms [2022-03-07 06:46:23 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2167.03 ms [2022-03-07 06:46:25 main:574] : INFO : Epoch 1820 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2167.36 ms [2022-03-07 06:46:27 main:574] : INFO : Epoch 1821 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2166.85 ms [2022-03-07 06:46:29 main:574] : INFO : Epoch 1822 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2165.73 ms [2022-03-07 06:46:31 main:574] : INFO : Epoch 1823 | loss: 0.031249 | val_loss: 0.0312498 | Time: 2159.92 ms [2022-03-07 06:46:33 main:574] : INFO : Epoch 1824 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2164.06 ms [2022-03-07 06:46:36 main:574] : INFO : Epoch 1825 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2165.31 ms [2022-03-07 06:46:38 main:574] : INFO : Epoch 1826 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 2161.31 ms [2022-03-07 06:46:40 main:574] : INFO : Epoch 1827 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2171.72 ms [2022-03-07 06:46:42 main:574] : INFO : Epoch 1828 | loss: 0.0312489 | val_loss: 0.0312505 | Time: 2161.39 ms [2022-03-07 06:46:44 main:574] : INFO : Epoch 1829 | loss: 0.031249 | val_loss: 0.03125 | Time: 2162 ms [2022-03-07 06:46:46 main:574] : INFO : Epoch 1830 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2166.77 ms [2022-03-07 06:46:49 main:574] : INFO : Epoch 1831 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 2166.3 ms [2022-03-07 06:46:51 main:574] : INFO : Epoch 1832 | loss: 0.0312498 | val_loss: 0.031253 | Time: 2161.77 ms [2022-03-07 06:46:53 main:574] : INFO : Epoch 1833 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 2167.05 ms [2022-03-07 06:46:55 main:574] : INFO : Epoch 1834 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2162.66 ms [2022-03-07 06:46:57 main:574] : INFO : Epoch 1835 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2158.52 ms [2022-03-07 06:46:59 main:574] : INFO : Epoch 1836 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2165.33 ms [2022-03-07 06:47:02 main:574] : INFO : Epoch 1837 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2161.8 ms [2022-03-07 06:47:04 main:574] : INFO : Epoch 1838 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2167.31 ms [2022-03-07 06:47:06 main:574] : INFO : Epoch 1839 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2166.17 ms [2022-03-07 06:47:08 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 2165.45 ms [2022-03-07 06:47:10 main:574] : INFO : Epoch 1841 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2163.76 ms [2022-03-07 06:47:12 main:574] : INFO : Epoch 1842 | loss: 0.0312496 | val_loss: 0.0312522 | Time: 2167.44 ms [2022-03-07 06:47:15 main:574] : INFO : Epoch 1843 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2163.12 ms [2022-03-07 06:47:17 main:574] : INFO : Epoch 1844 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2163.28 ms [2022-03-07 06:47:19 main:574] : INFO : Epoch 1845 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2160.16 ms [2022-03-07 06:47:21 main:574] : INFO : Epoch 1846 | loss: 0.031249 | val_loss: 0.0312513 | Time: 2158.6 ms [2022-03-07 06:47:23 main:574] : INFO : Epoch 1847 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2165.33 ms [2022-03-07 06:47:25 main:574] : INFO : Epoch 1848 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2167.2 ms [2022-03-07 06:47:28 main:574] : INFO : Epoch 1849 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2162.88 ms [2022-03-07 06:47:30 main:574] : INFO : Epoch 1850 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2164.93 ms [2022-03-07 06:47:32 main:574] : INFO : Epoch 1851 | loss: 0.0312498 | val_loss: 0.0312534 | Time: 2155.01 ms [2022-03-07 06:47:34 main:574] : INFO : Epoch 1852 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 2159.22 ms [2022-03-07 06:47:36 main:574] : INFO : Epoch 1853 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2165.25 ms [2022-03-07 06:47:38 main:574] : INFO : Epoch 1854 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2170.3 ms [2022-03-07 06:47:41 main:574] : INFO : Epoch 1855 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 2164.44 ms [2022-03-07 06:47:43 main:574] : INFO : Epoch 1856 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2164.72 ms [2022-03-07 06:47:45 main:574] : INFO : Epoch 1857 | loss: 0.031249 | val_loss: 0.0312495 | Time: 2167.16 ms [2022-03-07 06:47:47 main:574] : INFO : Epoch 1858 | loss: 0.031249 | val_loss: 0.03125 | Time: 2161.55 ms [2022-03-07 06:47:49 main:574] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 2163.39 ms [2022-03-07 06:47:51 main:574] : INFO : Epoch 1860 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2158.78 ms [2022-03-07 06:47:54 main:574] : INFO : Epoch 1861 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 2162.49 ms [2022-03-07 06:47:56 main:574] : INFO : Epoch 1862 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2169.91 ms [2022-03-07 06:47:58 main:574] : INFO : Epoch 1863 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2165.48 ms [2022-03-07 06:48:00 main:574] : INFO : Epoch 1864 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2163.42 ms [2022-03-07 06:48:02 main:574] : INFO : Epoch 1865 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 2162.82 ms [2022-03-07 06:48:04 main:574] : INFO : Epoch 1866 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 2169.38 ms [2022-03-07 06:48:07 main:574] : INFO : Epoch 1867 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2156.81 ms [2022-03-07 06:48:09 main:574] : INFO : Epoch 1868 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 2157.52 ms [2022-03-07 06:48:11 main:574] : INFO : Epoch 1869 | loss: 0.031249 | val_loss: 0.0312494 | Time: 2163.59 ms [2022-03-07 06:48:13 main:574] : INFO : Epoch 1870 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2160.74 ms [2022-03-07 06:48:15 main:574] : INFO : Epoch 1871 | loss: 0.0312491 | val_loss: 0.0312526 | Time: 2168.68 ms [2022-03-07 06:48:17 main:574] : INFO : Epoch 1872 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2166.9 ms [2022-03-07 06:48:20 main:574] : INFO : Epoch 1873 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2158.49 ms [2022-03-07 06:48:22 main:574] : INFO : Epoch 1874 | loss: 0.031249 | val_loss: 0.0312497 | Time: 2166.79 ms [2022-03-07 06:48:24 main:574] : INFO : Epoch 1875 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2159.74 ms [2022-03-07 06:48:26 main:574] : INFO : Epoch 1876 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 2165.36 ms [2022-03-07 06:48:28 main:574] : INFO : Epoch 1877 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2162.96 ms [2022-03-07 06:48:30 main:574] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.03125 | Time: 2161.58 ms [2022-03-07 06:48:33 main:574] : INFO : Epoch 1879 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2162.79 ms [2022-03-07 06:48:35 main:574] : INFO : Epoch 1880 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 2172.35 ms [2022-03-07 06:48:37 main:574] : INFO : Epoch 1881 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2161.48 ms [2022-03-07 06:48:39 main:574] : INFO : Epoch 1882 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2159.04 ms [2022-03-07 06:48:41 main:574] : INFO : Epoch 1883 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2168.82 ms [2022-03-07 06:48:43 main:574] : INFO : Epoch 1884 | loss: 0.03125 | val_loss: 0.03125 | Time: 2162.67 ms [2022-03-07 06:48:46 main:574] : INFO : Epoch 1885 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2164.79 ms [2022-03-07 06:48:48 main:574] : INFO : Epoch 1886 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 2165.56 ms [2022-03-07 06:48:50 main:574] : INFO : Epoch 1887 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2160.95 ms [2022-03-07 06:48:52 main:574] : INFO : Epoch 1888 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 2163.53 ms [2022-03-07 06:48:54 main:574] : INFO : Epoch 1889 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2167.07 ms [2022-03-07 06:48:57 main:574] : INFO : Epoch 1890 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2161.99 ms [2022-03-07 06:48:59 main:574] : INFO : Epoch 1891 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 2161.08 ms [2022-03-07 06:49:01 main:574] : INFO : Epoch 1892 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2166.92 ms [2022-03-07 06:49:03 main:574] : INFO : Epoch 1893 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2168.32 ms [2022-03-07 06:49:05 main:574] : INFO : Epoch 1894 | loss: 0.031249 | val_loss: 0.0312505 | Time: 2163.6 ms [2022-03-07 06:49:07 main:574] : INFO : Epoch 1895 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2165.46 ms [2022-03-07 06:49:10 main:574] : INFO : Epoch 1896 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2166.07 ms [2022-03-07 06:49:12 main:574] : INFO : Epoch 1897 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2161.99 ms [2022-03-07 06:49:14 main:574] : INFO : Epoch 1898 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 2162.33 ms [2022-03-07 06:49:16 main:574] : INFO : Epoch 1899 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2163.26 ms [2022-03-07 06:49:18 main:574] : INFO : Epoch 1900 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2167.16 ms [2022-03-07 06:49:20 main:574] : INFO : Epoch 1901 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 2166.83 ms [2022-03-07 06:49:23 main:574] : INFO : Epoch 1902 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2167.43 ms [2022-03-07 06:49:25 main:574] : INFO : Epoch 1903 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 2167.06 ms [2022-03-07 06:49:27 main:574] : INFO : Epoch 1904 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2162.94 ms [2022-03-07 06:49:29 main:574] : INFO : Epoch 1905 | loss: 0.0312493 | val_loss: 0.03125 | Time: 2159.69 ms [2022-03-07 06:49:31 main:574] : INFO : Epoch 1906 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2163.68 ms [2022-03-07 06:49:33 main:574] : INFO : Epoch 1907 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2163.29 ms [2022-03-07 06:49:36 main:574] : INFO : Epoch 1908 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2164.52 ms [2022-03-07 06:49:38 main:574] : INFO : Epoch 1909 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2164.27 ms [2022-03-07 06:49:40 main:574] : INFO : Epoch 1910 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2165.52 ms [2022-03-07 06:49:42 main:574] : INFO : Epoch 1911 | loss: 0.03125 | val_loss: 0.0312522 | Time: 2169.82 ms [2022-03-07 06:49:44 main:574] : INFO : Epoch 1912 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 2160.33 ms [2022-03-07 06:49:46 main:574] : INFO : Epoch 1913 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2168.6 ms [2022-03-07 06:49:49 main:574] : INFO : Epoch 1914 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 2159.69 ms [2022-03-07 06:49:51 main:574] : INFO : Epoch 1915 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2164.5 ms [2022-03-07 06:49:53 main:574] : INFO : Epoch 1916 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2164.02 ms [2022-03-07 06:49:55 main:574] : INFO : Epoch 1917 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 2153.94 ms [2022-03-07 06:49:57 main:574] : INFO : Epoch 1918 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2159.95 ms [2022-03-07 06:49:59 main:574] : INFO : Epoch 1919 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2160.3 ms [2022-03-07 06:50:02 main:574] : INFO : Epoch 1920 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 2156.97 ms [2022-03-07 06:50:04 main:574] : INFO : Epoch 1921 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2162.45 ms [2022-03-07 06:50:06 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2161.44 ms [2022-03-07 06:50:08 main:574] : INFO : Epoch 1923 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2166.28 ms [2022-03-07 06:50:10 main:574] : INFO : Epoch 1924 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 2162.17 ms [2022-03-07 06:50:12 main:574] : INFO : Epoch 1925 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2167.29 ms [2022-03-07 06:50:15 main:574] : INFO : Epoch 1926 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 2168.14 ms [2022-03-07 06:50:17 main:574] : INFO : Epoch 1927 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 2164.96 ms [2022-03-07 06:50:19 main:574] : INFO : Epoch 1928 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 2160.11 ms [2022-03-07 06:50:21 main:574] : INFO : Epoch 1929 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 2165.18 ms [2022-03-07 06:50:23 main:574] : INFO : Epoch 1930 | loss: 0.0312507 | val_loss: 0.0312573 | Time: 2168.26 ms [2022-03-07 06:50:25 main:574] : INFO : Epoch 1931 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 2161.18 ms [2022-03-07 06:50:28 main:574] : INFO : Epoch 1932 | loss: 0.0312513 | val_loss: 0.0312545 | Time: 2161.66 ms [2022-03-07 06:50:30 main:574] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 2158.67 ms [2022-03-07 06:50:32 main:574] : INFO : Epoch 1934 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2166.01 ms [2022-03-07 06:50:34 main:574] : INFO : Epoch 1935 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2163.89 ms [2022-03-07 06:50:36 main:574] : INFO : Epoch 1936 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 2165.37 ms [2022-03-07 06:50:38 main:574] : INFO : Epoch 1937 | loss: 0.03125 | val_loss: 0.0312516 | Time: 2158.24 ms [2022-03-07 06:50:41 main:574] : INFO : Epoch 1938 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2166.92 ms [2022-03-07 06:50:43 main:574] : INFO : Epoch 1939 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 2161.38 ms [2022-03-07 06:50:45 main:574] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2159.98 ms [2022-03-07 06:50:47 main:574] : INFO : Epoch 1941 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2162.27 ms [2022-03-07 06:50:49 main:574] : INFO : Epoch 1942 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2165.62 ms [2022-03-07 06:50:51 main:574] : INFO : Epoch 1943 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 2167.62 ms [2022-03-07 06:50:54 main:574] : INFO : Epoch 1944 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2168 ms [2022-03-07 06:50:56 main:574] : INFO : Epoch 1945 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2171 ms [2022-03-07 06:50:58 main:574] : INFO : Epoch 1946 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2161.06 ms [2022-03-07 06:51:00 main:574] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2164.57 ms [2022-03-07 06:51:02 main:574] : INFO : Epoch 1948 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2160.5 ms [2022-03-07 06:51:04 main:574] : INFO : Epoch 1949 | loss: 0.0312497 | val_loss: 0.0312521 | Time: 2165.38 ms [2022-03-07 06:51:07 main:574] : INFO : Epoch 1950 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2163.66 ms [2022-03-07 06:51:09 main:574] : INFO : Epoch 1951 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2162.99 ms [2022-03-07 06:51:11 main:574] : INFO : Epoch 1952 | loss: 0.031249 | val_loss: 0.0312497 | Time: 2158.18 ms [2022-03-07 06:51:13 main:574] : INFO : Epoch 1953 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 2167.01 ms [2022-03-07 06:51:15 main:574] : INFO : Epoch 1954 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 2165.42 ms [2022-03-07 06:51:17 main:574] : INFO : Epoch 1955 | loss: 0.0312519 | val_loss: 0.0312493 | Time: 2164.61 ms [2022-03-07 06:51:20 main:574] : INFO : Epoch 1956 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 2164.15 ms [2022-03-07 06:51:22 main:574] : INFO : Epoch 1957 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2161.59 ms [2022-03-07 06:51:24 main:574] : INFO : Epoch 1958 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 2163.79 ms [2022-03-07 06:51:26 main:574] : INFO : Epoch 1959 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 2166.01 ms [2022-03-07 06:51:28 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2165.09 ms [2022-03-07 06:51:30 main:574] : INFO : Epoch 1961 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2162.68 ms [2022-03-07 06:51:33 main:574] : INFO : Epoch 1962 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 2167.69 ms [2022-03-07 06:51:35 main:574] : INFO : Epoch 1963 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 2160.59 ms [2022-03-07 06:51:37 main:574] : INFO : Epoch 1964 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 2168.97 ms [2022-03-07 06:51:39 main:574] : INFO : Epoch 1965 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2164.94 ms [2022-03-07 06:51:41 main:574] : INFO : Epoch 1966 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2165.98 ms [2022-03-07 06:51:43 main:574] : INFO : Epoch 1967 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 2159.01 ms [2022-03-07 06:51:46 main:574] : INFO : Epoch 1968 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 2162.41 ms [2022-03-07 06:51:48 main:574] : INFO : Epoch 1969 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2164.25 ms [2022-03-07 06:51:50 main:574] : INFO : Epoch 1970 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2164.68 ms [2022-03-07 06:51:52 main:574] : INFO : Epoch 1971 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2162.12 ms [2022-03-07 06:51:54 main:574] : INFO : Epoch 1972 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2165.65 ms [2022-03-07 06:51:56 main:574] : INFO : Epoch 1973 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 2162.65 ms [2022-03-07 06:51:59 main:574] : INFO : Epoch 1974 | loss: 0.0312496 | val_loss: 0.0312524 | Time: 2167.19 ms [2022-03-07 06:52:01 main:574] : INFO : Epoch 1975 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2158.13 ms [2022-03-07 06:52:03 main:574] : INFO : Epoch 1976 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2168.69 ms [2022-03-07 06:52:05 main:574] : INFO : Epoch 1977 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 2162.93 ms [2022-03-07 06:52:07 main:574] : INFO : Epoch 1978 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2166.51 ms [2022-03-07 06:52:09 main:574] : INFO : Epoch 1979 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2169.83 ms [2022-03-07 06:52:12 main:574] : INFO : Epoch 1980 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2165.16 ms [2022-03-07 06:52:14 main:574] : INFO : Epoch 1981 | loss: 0.0312496 | val_loss: 0.0312526 | Time: 2160.7 ms [2022-03-07 06:52:16 main:574] : INFO : Epoch 1982 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2165.19 ms [2022-03-07 06:52:18 main:574] : INFO : Epoch 1983 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 2161.21 ms [2022-03-07 06:52:20 main:574] : INFO : Epoch 1984 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2164.97 ms [2022-03-07 06:52:22 main:574] : INFO : Epoch 1985 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 2161.91 ms [2022-03-07 06:52:25 main:574] : INFO : Epoch 1986 | loss: 0.0312495 | val_loss: 0.0312541 | Time: 2166.22 ms [2022-03-07 06:52:27 main:574] : INFO : Epoch 1987 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2164.99 ms [2022-03-07 06:52:29 main:574] : INFO : Epoch 1988 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2164.57 ms [2022-03-07 06:52:31 main:574] : INFO : Epoch 1989 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 2166.56 ms [2022-03-07 06:52:33 main:574] : INFO : Epoch 1990 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2169.33 ms [2022-03-07 06:52:35 main:574] : INFO : Epoch 1991 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2163.94 ms [2022-03-07 06:52:38 main:574] : INFO : Epoch 1992 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2164.17 ms [2022-03-07 06:52:40 main:574] : INFO : Epoch 1993 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2161.87 ms [2022-03-07 06:52:42 main:574] : INFO : Epoch 1994 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2167.36 ms [2022-03-07 06:52:44 main:574] : INFO : Epoch 1995 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2166.07 ms [2022-03-07 06:52:46 main:574] : INFO : Epoch 1996 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2165.77 ms [2022-03-07 06:52:48 main:574] : INFO : Epoch 1997 | loss: 0.0312505 | val_loss: 0.0312537 | Time: 2166.48 ms [2022-03-07 06:52:51 main:574] : INFO : Epoch 1998 | loss: 0.031252 | val_loss: 0.0312513 | Time: 2162.6 ms [2022-03-07 06:52:53 main:574] : INFO : Epoch 1999 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2165.55 ms [2022-03-07 06:52:55 main:574] : INFO : Epoch 2000 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 2167.24 ms [2022-03-07 06:52:57 main:574] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2165.21 ms [2022-03-07 06:52:59 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2166.35 ms [2022-03-07 06:53:01 main:574] : INFO : Epoch 2003 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2156.58 ms [2022-03-07 06:53:04 main:574] : INFO : Epoch 2004 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 2161.7 ms [2022-03-07 06:53:06 main:574] : INFO : Epoch 2005 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 2159.03 ms [2022-03-07 06:53:08 main:574] : INFO : Epoch 2006 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2154.75 ms [2022-03-07 06:53:10 main:574] : INFO : Epoch 2007 | loss: 0.0312492 | val_loss: 0.031251 | Time: 2166.27 ms [2022-03-07 06:53:12 main:574] : INFO : Epoch 2008 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2160.98 ms [2022-03-07 06:53:14 main:574] : INFO : Epoch 2009 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2162.74 ms [2022-03-07 06:53:17 main:574] : INFO : Epoch 2010 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 2167.15 ms [2022-03-07 06:53:19 main:574] : INFO : Epoch 2011 | loss: 0.0312494 | val_loss: 0.0312529 | Time: 2162.87 ms [2022-03-07 06:53:21 main:574] : INFO : Epoch 2012 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2164.22 ms [2022-03-07 06:53:23 main:574] : INFO : Epoch 2013 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 2166.26 ms [2022-03-07 06:53:25 main:574] : INFO : Epoch 2014 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2161.14 ms [2022-03-07 06:53:27 main:574] : INFO : Epoch 2015 | loss: 0.0312494 | val_loss: 0.0312528 | Time: 2160.39 ms [2022-03-07 06:53:30 main:574] : INFO : Epoch 2016 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2162.1 ms [2022-03-07 06:53:32 main:574] : INFO : Epoch 2017 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2162.92 ms [2022-03-07 06:53:34 main:574] : INFO : Epoch 2018 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 2166.65 ms [2022-03-07 06:53:36 main:574] : INFO : Epoch 2019 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2162.39 ms [2022-03-07 06:53:38 main:574] : INFO : Epoch 2020 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 2161.8 ms [2022-03-07 06:53:40 main:574] : INFO : Epoch 2021 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2162.83 ms [2022-03-07 06:53:43 main:574] : INFO : Epoch 2022 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2160.55 ms [2022-03-07 06:53:45 main:574] : INFO : Epoch 2023 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 2164.59 ms [2022-03-07 06:53:47 main:574] : INFO : Epoch 2024 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2164.72 ms [2022-03-07 06:53:49 main:574] : INFO : Epoch 2025 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2166.8 ms [2022-03-07 06:53:51 main:574] : INFO : Epoch 2026 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2167.92 ms [2022-03-07 06:53:53 main:574] : INFO : Epoch 2027 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2166.33 ms [2022-03-07 06:53:56 main:574] : INFO : Epoch 2028 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2157.45 ms [2022-03-07 06:53:58 main:574] : INFO : Epoch 2029 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2164.89 ms [2022-03-07 06:54:00 main:574] : INFO : Epoch 2030 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2162.17 ms [2022-03-07 06:54:02 main:574] : INFO : Epoch 2031 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2162.86 ms [2022-03-07 06:54:04 main:574] : INFO : Epoch 2032 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2168.21 ms [2022-03-07 06:54:06 main:574] : INFO : Epoch 2033 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 2162.64 ms [2022-03-07 06:54:09 main:574] : INFO : Epoch 2034 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 2161.63 ms [2022-03-07 06:54:11 main:574] : INFO : Epoch 2035 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 2166.89 ms [2022-03-07 06:54:13 main:574] : INFO : Epoch 2036 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2162.06 ms [2022-03-07 06:54:15 main:574] : INFO : Epoch 2037 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 2165.91 ms [2022-03-07 06:54:17 main:574] : INFO : Epoch 2038 | loss: 0.0312493 | val_loss: 0.03125 | Time: 2167.04 ms [2022-03-07 06:54:19 main:574] : INFO : Epoch 2039 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2161.26 ms [2022-03-07 06:54:22 main:574] : INFO : Epoch 2040 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2165.17 ms [2022-03-07 06:54:24 main:574] : INFO : Epoch 2041 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 2163.69 ms [2022-03-07 06:54:26 main:574] : INFO : Epoch 2042 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2161.72 ms [2022-03-07 06:54:28 main:574] : INFO : Epoch 2043 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2163.5 ms [2022-03-07 06:54:30 main:574] : INFO : Epoch 2044 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2168.76 ms [2022-03-07 06:54:32 main:574] : INFO : Epoch 2045 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 2165.11 ms [2022-03-07 06:54:35 main:574] : INFO : Epoch 2046 | loss: 0.0312503 | val_loss: 0.0312492 | Time: 2161.3 ms [2022-03-07 06:54:37 main:574] : INFO : Epoch 2047 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2170.17 ms [2022-03-07 06:54:39 main:574] : INFO : Epoch 2048 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 2162.57 ms [2022-03-07 06:54:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312511 [2022-03-07 06:54:39 main:603] : INFO : Saving end state to config to file [2022-03-07 06:54:39 main:608] : INFO : Success, exiting.. 06:54:39 (8524): 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)