Task 12629010
| Name | ParityModified-1639965026-21053-3-0_1 |
| Workunit | 9045351 |
| Created | 7 Mar 2022, 3:42:48 UTC |
| Sent | 7 Mar 2022, 6:00:33 UTC |
| Report deadline | 15 Mar 2022, 6:00:33 UTC |
| Received | 7 Mar 2022, 9:00:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 18 sec |
| CPU time | 1 hours 12 min 49 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 | 1.63 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> :44 main:574] : INFO : Epoch 1541 | loss: 0.03125 | val_loss: 0.0312518 | Time: 2160.68 ms [2022-03-07 01:41:46 main:574] : INFO : Epoch 1542 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2162 ms [2022-03-07 01:41:48 main:574] : INFO : Epoch 1543 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 2163.38 ms [2022-03-07 01:41:50 main:574] : INFO : Epoch 1544 | loss: 0.0312517 | val_loss: 0.0312527 | Time: 2162.99 ms [2022-03-07 01:41:52 main:574] : INFO : Epoch 1545 | loss: 0.0312513 | val_loss: 0.031252 | Time: 2164.05 ms [2022-03-07 01:41:55 main:574] : INFO : Epoch 1546 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2163.98 ms [2022-03-07 01:41:57 main:574] : INFO : Epoch 1547 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2162.54 ms [2022-03-07 01:41:59 main:574] : INFO : Epoch 1548 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2164.25 ms [2022-03-07 01:42:01 main:574] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2164.72 ms [2022-03-07 01:42:03 main:574] : INFO : Epoch 1550 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2165.22 ms [2022-03-07 01:42:05 main:574] : INFO : Epoch 1551 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2162.3 ms [2022-03-07 01:42:08 main:574] : INFO : Epoch 1552 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2162.53 ms [2022-03-07 01:42:10 main:574] : INFO : Epoch 1553 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2162.42 ms [2022-03-07 01:42:12 main:574] : INFO : Epoch 1554 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2165.07 ms [2022-03-07 01:42:14 main:574] : INFO : Epoch 1555 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2162.98 ms [2022-03-07 01:42:16 main:574] : INFO : Epoch 1556 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2162.08 ms [2022-03-07 01:42:18 main:574] : INFO : Epoch 1557 | loss: 0.03125 | val_loss: 0.03125 | Time: 2163.49 ms [2022-03-07 01:42:21 main:574] : INFO : Epoch 1558 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2161.26 ms [2022-03-07 01:42:23 main:574] : INFO : Epoch 1559 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2162.41 ms [2022-03-07 01:42:25 main:574] : INFO : Epoch 1560 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2162.31 ms [2022-03-07 01:42:27 main:574] : INFO : Epoch 1561 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2161.64 ms [2022-03-07 01:42:29 main:574] : INFO : Epoch 1562 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2162.59 ms [2022-03-07 01:42:31 main:574] : INFO : Epoch 1563 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2161.17 ms [2022-03-07 01:42:34 main:574] : INFO : Epoch 1564 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2163.66 ms [2022-03-07 01:42:36 main:574] : INFO : Epoch 1565 | loss: 0.03125 | val_loss: 0.03125 | Time: 2165.4 ms [2022-03-07 01:42:38 main:574] : INFO : Epoch 1566 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2162.35 ms [2022-03-07 01:42:40 main:574] : INFO : Epoch 1567 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 2162.81 ms [2022-03-07 01:42:42 main:574] : INFO : Epoch 1568 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2161.77 ms [2022-03-07 01:42:44 main:574] : INFO : Epoch 1569 | loss: 0.0312503 | val_loss: 0.0312525 | Time: 2164.45 ms [2022-03-07 01:42:47 main:574] : INFO : Epoch 1570 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2168.47 ms [2022-03-07 01:42:49 main:574] : INFO : Epoch 1571 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2163.58 ms [2022-03-07 01:42:51 main:574] : INFO : Epoch 1572 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2163.24 ms [2022-03-07 01:42:53 main:574] : INFO : Epoch 1573 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2162.44 ms [2022-03-07 01:42:55 main:574] : INFO : Epoch 1574 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2165.24 ms [2022-03-07 01:42:57 main:574] : INFO : Epoch 1575 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2161.59 ms [2022-03-07 01:43:00 main:574] : INFO : Epoch 1576 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 2162.7 ms [2022-03-07 01:43:02 main:574] : INFO : Epoch 1577 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2165.37 ms [2022-03-07 01:43:04 main:574] : INFO : Epoch 1578 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2163.03 ms [2022-03-07 01:43:06 main:574] : INFO : Epoch 1579 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 2162.47 ms [2022-03-07 01:43:08 main:574] : INFO : Epoch 1580 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2163.47 ms [2022-03-07 01:43:10 main:574] : INFO : Epoch 1581 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 2162.41 ms [2022-03-07 01:43:13 main:574] : INFO : Epoch 1582 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2163.7 ms [2022-03-07 01:43:15 main:574] : INFO : Epoch 1583 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2163.48 ms [2022-03-07 01:43:17 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2160.2 ms [2022-03-07 01:43:19 main:574] : INFO : Epoch 1585 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2161.61 ms [2022-03-07 01:43:21 main:574] : INFO : Epoch 1586 | loss: 0.03125 | val_loss: 0.03125 | Time: 2164.16 ms [2022-03-07 01:43:23 main:574] : INFO : Epoch 1587 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2161.67 ms [2022-03-07 01:43:26 main:574] : INFO : Epoch 1588 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2162.47 ms [2022-03-07 01:43:28 main:574] : INFO : Epoch 1589 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2164.53 ms [2022-03-07 01:43:30 main:574] : INFO : Epoch 1590 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2160.34 ms [2022-03-07 01:43:32 main:574] : INFO : Epoch 1591 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2162.23 ms [2022-03-07 01:43:34 main:574] : INFO : Epoch 1592 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2161.92 ms [2022-03-07 01:43:36 main:574] : INFO : Epoch 1593 | loss: 0.0312505 | val_loss: 0.0312536 | Time: 2159.71 ms [2022-03-07 01:43:38 main:574] : INFO : Epoch 1594 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2160.64 ms [2022-03-07 01:43:41 main:574] : INFO : Epoch 1595 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2161.86 ms [2022-03-07 01:43:43 main:574] : INFO : Epoch 1596 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 2162.05 ms [2022-03-07 01:43:45 main:574] : INFO : Epoch 1597 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2164.53 ms [2022-03-07 01:43:47 main:574] : INFO : Epoch 1598 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2164.1 ms [2022-03-07 01:43:49 main:574] : INFO : Epoch 1599 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2163.3 ms [2022-03-07 01:43:51 main:574] : INFO : Epoch 1600 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2162.92 ms [2022-03-07 01:43:54 main:574] : INFO : Epoch 1601 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 2162.26 ms [2022-03-07 01:43:56 main:574] : INFO : Epoch 1602 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2166.31 ms [2022-03-07 01:43:58 main:574] : INFO : Epoch 1603 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2162.65 ms [2022-03-07 01:44:00 main:574] : INFO : Epoch 1604 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 2162.25 ms [2022-03-07 01:44:02 main:574] : INFO : Epoch 1605 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 2164.31 ms [2022-03-07 01:44:04 main:574] : INFO : Epoch 1606 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2162.65 ms [2022-03-07 01:44:07 main:574] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2164.39 ms [2022-03-07 01:44:09 main:574] : INFO : Epoch 1608 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2164.96 ms [2022-03-07 01:44:11 main:574] : INFO : Epoch 1609 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 2163.06 ms [2022-03-07 01:44:13 main:574] : INFO : Epoch 1610 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 2161.83 ms [2022-03-07 01:44:15 main:574] : INFO : Epoch 1611 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2166.76 ms [2022-03-07 01:44:17 main:574] : INFO : Epoch 1612 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2162.34 ms [2022-03-07 01:44:20 main:574] : INFO : Epoch 1613 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 2162.55 ms [2022-03-07 01:44:22 main:574] : INFO : Epoch 1614 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 2164.05 ms [2022-03-07 01:44:24 main:574] : INFO : Epoch 1615 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 2162.32 ms [2022-03-07 01:44:26 main:574] : INFO : Epoch 1616 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2160.97 ms [2022-03-07 01:44:28 main:574] : INFO : Epoch 1617 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 2163.87 ms [2022-03-07 01:44:30 main:574] : INFO : Epoch 1618 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2161.66 ms [2022-03-07 01:44:33 main:574] : INFO : Epoch 1619 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2169.01 ms [2022-03-07 01:44:35 main:574] : INFO : Epoch 1620 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2160.45 ms [2022-03-07 01:44:37 main:574] : INFO : Epoch 1621 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2162.09 ms [2022-03-07 01:44:39 main:574] : INFO : Epoch 1622 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2162.65 ms [2022-03-07 01:44:41 main:574] : INFO : Epoch 1623 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2163.96 ms [2022-03-07 01:44:43 main:574] : INFO : Epoch 1624 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2165.44 ms [2022-03-07 01:44:46 main:574] : INFO : Epoch 1625 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2163.7 ms [2022-03-07 01:44:48 main:574] : INFO : Epoch 1626 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2164.34 ms [2022-03-07 01:44:50 main:574] : INFO : Epoch 1627 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2163.71 ms [2022-03-07 01:44:52 main:574] : INFO : Epoch 1628 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2164.44 ms [2022-03-07 01:44:54 main:574] : INFO : Epoch 1629 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 2162.16 ms [2022-03-07 01:44:56 main:574] : INFO : Epoch 1630 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2163.74 ms [2022-03-07 01:44:59 main:574] : INFO : Epoch 1631 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2163.14 ms [2022-03-07 01:45:01 main:574] : INFO : Epoch 1632 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2162.84 ms [2022-03-07 01:45:03 main:574] : INFO : Epoch 1633 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2163.52 ms [2022-03-07 01:45:05 main:574] : INFO : Epoch 1634 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2165.52 ms [2022-03-07 01:45:07 main:574] : INFO : Epoch 1635 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2161.74 ms [2022-03-07 01:45:09 main:574] : INFO : Epoch 1636 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2162.07 ms [2022-03-07 01:45:12 main:574] : INFO : Epoch 1637 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2161.84 ms [2022-03-07 01:45:14 main:574] : INFO : Epoch 1638 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2162.54 ms [2022-03-07 01:45:16 main:574] : INFO : Epoch 1639 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2161.59 ms [2022-03-07 01:45:18 main:574] : INFO : Epoch 1640 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 2162.63 ms [2022-03-07 01:45:20 main:574] : INFO : Epoch 1641 | loss: 0.031251 | val_loss: 0.0312499 | Time: 2162.83 ms [2022-03-07 01:45:22 main:574] : INFO : Epoch 1642 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2162.57 ms [2022-03-07 01:45:25 main:574] : INFO : Epoch 1643 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2162.92 ms [2022-03-07 01:45:27 main:574] : INFO : Epoch 1644 | loss: 0.0312501 | val_loss: 0.0312543 | Time: 2164.07 ms [2022-03-07 01:45:29 main:574] : INFO : Epoch 1645 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 2163.14 ms [2022-03-07 01:45:31 main:574] : INFO : Epoch 1646 | loss: 0.0312514 | val_loss: 0.0312539 | Time: 2162.32 ms [2022-03-07 01:45:33 main:574] : INFO : Epoch 1647 | loss: 0.0312517 | val_loss: 0.03125 | Time: 2163.22 ms [2022-03-07 01:45:35 main:574] : INFO : Epoch 1648 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2162.34 ms [2022-03-07 01:45:38 main:574] : INFO : Epoch 1649 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2162.64 ms [2022-03-07 01:45:40 main:574] : INFO : Epoch 1650 | loss: 0.0312507 | val_loss: 0.0312546 | Time: 2163.33 ms [2022-03-07 01:45:42 main:574] : INFO : Epoch 1651 | loss: 0.031252 | val_loss: 0.0312542 | Time: 2163 ms [2022-03-07 01:45:44 main:574] : INFO : Epoch 1652 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 2162.94 ms [2022-03-07 01:45:46 main:574] : INFO : Epoch 1653 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2162.74 ms [2022-03-07 01:45:48 main:574] : INFO : Epoch 1654 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2162.07 ms [2022-03-07 01:45:51 main:574] : INFO : Epoch 1655 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2162.69 ms [2022-03-07 01:45:53 main:574] : INFO : Epoch 1656 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2165.63 ms [2022-03-07 01:45:55 main:574] : INFO : Epoch 1657 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2165.58 ms [2022-03-07 01:45:57 main:574] : INFO : Epoch 1658 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2164.08 ms [2022-03-07 01:45:59 main:574] : INFO : Epoch 1659 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2162.78 ms [2022-03-07 01:46:01 main:574] : INFO : Epoch 1660 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 2164.04 ms [2022-03-07 01:46:04 main:574] : INFO : Epoch 1661 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2162.81 ms [2022-03-07 01:46:06 main:574] : INFO : Epoch 1662 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2160.57 ms [2022-03-07 01:46:08 main:574] : INFO : Epoch 1663 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2164.46 ms [2022-03-07 01:46:10 main:574] : INFO : Epoch 1664 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 2161 ms [2022-03-07 01:46:12 main:574] : INFO : Epoch 1665 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2162.64 ms [2022-03-07 01:46:14 main:574] : INFO : Epoch 1666 | loss: 0.0312498 | val_loss: 0.031254 | Time: 2163.41 ms [2022-03-07 01:46:17 main:574] : INFO : Epoch 1667 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2162.71 ms [2022-03-07 01:46:19 main:574] : INFO : Epoch 1668 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 2164.12 ms [2022-03-07 01:46:21 main:574] : INFO : Epoch 1669 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2164.34 ms [2022-03-07 01:46:23 main:574] : INFO : Epoch 1670 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2162.73 ms [2022-03-07 01:46:25 main:574] : INFO : Epoch 1671 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2162.6 ms [2022-03-07 01:46:27 main:574] : INFO : Epoch 1672 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2162.65 ms [2022-03-07 01:46:30 main:574] : INFO : Epoch 1673 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 2163.94 ms [2022-03-07 01:46:32 main:574] : INFO : Epoch 1674 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2162.12 ms [2022-03-07 01:46:34 main:574] : INFO : Epoch 1675 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2163.35 ms [2022-03-07 01:46:36 main:574] : INFO : Epoch 1676 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2162.22 ms [2022-03-07 01:46:38 main:574] : INFO : Epoch 1677 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2161.06 ms [2022-03-07 01:46:40 main:574] : INFO : Epoch 1678 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2162.51 ms [2022-03-07 01:46:43 main:574] : INFO : Epoch 1679 | loss: 0.03125 | val_loss: 0.0312521 | Time: 2162.6 ms [2022-03-07 01:46:45 main:574] : INFO : Epoch 1680 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 2163.33 ms [2022-03-07 01:46:47 main:574] : INFO : Epoch 1681 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2163.54 ms [2022-03-07 01:46:49 main:574] : INFO : Epoch 1682 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2164.02 ms [2022-03-07 01:46:51 main:574] : INFO : Epoch 1683 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2165.21 ms [2022-03-07 01:46:53 main:574] : INFO : Epoch 1684 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 2165.72 ms [2022-03-07 01:46:56 main:574] : INFO : Epoch 1685 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2162.94 ms [2022-03-07 01:46:58 main:574] : INFO : Epoch 1686 | loss: 0.0312522 | val_loss: 0.0312538 | Time: 2163.06 ms [2022-03-07 01:47:00 main:574] : INFO : Epoch 1687 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 2164.06 ms [2022-03-07 01:47:02 main:574] : INFO : Epoch 1688 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2161.72 ms [2022-03-07 01:47:04 main:574] : INFO : Epoch 1689 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2162.41 ms [2022-03-07 01:47:06 main:574] : INFO : Epoch 1690 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2162.01 ms [2022-03-07 01:47:09 main:574] : INFO : Epoch 1691 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2162.55 ms [2022-03-07 01:47:11 main:574] : INFO : Epoch 1692 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2163.25 ms [2022-03-07 01:47:13 main:574] : INFO : Epoch 1693 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2170.8 ms [2022-03-07 01:47:15 main:574] : INFO : Epoch 1694 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2176.35 ms [2022-03-07 01:47:17 main:574] : INFO : Epoch 1695 | loss: 0.0312501 | val_loss: 0.0312534 | Time: 2161.68 ms [2022-03-07 01:47:19 main:574] : INFO : Epoch 1696 | loss: 0.031251 | val_loss: 0.0312513 | Time: 2162.74 ms [2022-03-07 01:47:22 main:574] : INFO : Epoch 1697 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2163.54 ms [2022-03-07 01:47:24 main:574] : INFO : Epoch 1698 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2165.01 ms [2022-03-07 01:47:26 main:574] : INFO : Epoch 1699 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2166.64 ms [2022-03-07 01:47:28 main:574] : INFO : Epoch 1700 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2163.92 ms [2022-03-07 01:47:30 main:574] : INFO : Epoch 1701 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2165.71 ms [2022-03-07 01:47:32 main:574] : INFO : Epoch 1702 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2164.82 ms [2022-03-07 01:47:35 main:574] : INFO : Epoch 1703 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2162.59 ms [2022-03-07 01:47:37 main:574] : INFO : Epoch 1704 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2162.29 ms [2022-03-07 01:47:39 main:574] : INFO : Epoch 1705 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2163.31 ms [2022-03-07 01:47:41 main:574] : INFO : Epoch 1706 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2161.25 ms [2022-03-07 01:47:43 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 2167.53 ms [2022-03-07 01:47:45 main:574] : INFO : Epoch 1708 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2162.77 ms [2022-03-07 01:47:48 main:574] : INFO : Epoch 1709 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2161.48 ms [2022-03-07 01:47:50 main:574] : INFO : Epoch 1710 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2163.72 ms [2022-03-07 01:47:52 main:574] : INFO : Epoch 1711 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2162.65 ms [2022-03-07 01:47:54 main:574] : INFO : Epoch 1712 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2163.79 ms [2022-03-07 01:47:56 main:574] : INFO : Epoch 1713 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2163.31 ms [2022-03-07 01:47:58 main:574] : INFO : Epoch 1714 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 2169.33 ms [2022-03-07 01:48:01 main:574] : INFO : Epoch 1715 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2167.83 ms [2022-03-07 01:48:03 main:574] : INFO : Epoch 1716 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2161.76 ms [2022-03-07 01:48:05 main:574] : INFO : Epoch 1717 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2163.26 ms [2022-03-07 01:48:07 main:574] : INFO : Epoch 1718 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2165.35 ms [2022-03-07 01:48:10 main:574] : INFO : Epoch 1719 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2176.62 ms [2022-03-07 01:48:12 main:574] : INFO : Epoch 1720 | loss: 0.031251 | val_loss: 0.0312511 | Time: 2171.68 ms [2022-03-07 01:48:14 main:574] : INFO : Epoch 1721 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2165.86 ms [2022-03-07 01:48:16 main:574] : INFO : Epoch 1722 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2164.58 ms [2022-03-07 01:48:19 main:574] : INFO : Epoch 1723 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2163.49 ms [2022-03-07 01:48:21 main:574] : INFO : Epoch 1724 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2162.58 ms [2022-03-07 01:48:23 main:574] : INFO : Epoch 1725 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2163.07 ms [2022-03-07 01:48:25 main:574] : INFO : Epoch 1726 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2160.24 ms [2022-03-07 01:48:27 main:574] : INFO : Epoch 1727 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2175.91 ms [2022-03-07 01:48:29 main:574] : INFO : Epoch 1728 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2173.96 ms [2022-03-07 01:48:32 main:574] : INFO : Epoch 1729 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2161.55 ms [2022-03-07 01:48:34 main:574] : INFO : Epoch 1730 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2163.96 ms [2022-03-07 01:48:36 main:574] : INFO : Epoch 1731 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2164.39 ms [2022-03-07 01:48:38 main:574] : INFO : Epoch 1732 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2162.3 ms [2022-03-07 01:48:40 main:574] : INFO : Epoch 1733 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2161.68 ms [2022-03-07 01:48:42 main:574] : INFO : Epoch 1734 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2162.76 ms [2022-03-07 01:48:45 main:574] : INFO : Epoch 1735 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2163.57 ms [2022-03-07 01:48:47 main:574] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2161.66 ms [2022-03-07 01:48:49 main:574] : INFO : Epoch 1737 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2162.8 ms [2022-03-07 01:48:51 main:574] : INFO : Epoch 1738 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2162.22 ms [2022-03-07 01:48:53 main:574] : INFO : Epoch 1739 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2163.49 ms [2022-03-07 01:48:55 main:574] : INFO : Epoch 1740 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2163.34 ms [2022-03-07 01:48:58 main:574] : INFO : Epoch 1741 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2165.48 ms [2022-03-07 01:49:00 main:574] : INFO : Epoch 1742 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2162.17 ms [2022-03-07 01:49:02 main:574] : INFO : Epoch 1743 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2163.5 ms [2022-03-07 01:49:04 main:574] : INFO : Epoch 1744 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2162.86 ms [2022-03-07 01:49:06 main:574] : INFO : Epoch 1745 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2168.56 ms [2022-03-07 01:49:08 main:574] : INFO : Epoch 1746 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2164.23 ms [2022-03-07 01:49:11 main:574] : INFO : Epoch 1747 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2162.17 ms [2022-03-07 01:49:13 main:574] : INFO : Epoch 1748 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 2162.49 ms [2022-03-07 01:49:15 main:574] : INFO : Epoch 1749 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 2162.43 ms [2022-03-07 01:49:17 main:574] : INFO : Epoch 1750 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2160.71 ms [2022-03-07 01:49:19 main:574] : INFO : Epoch 1751 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2162.84 ms [2022-03-07 01:49:21 main:574] : INFO : Epoch 1752 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2160.99 ms [2022-03-07 01:49:24 main:574] : INFO : Epoch 1753 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2161.9 ms [2022-03-07 01:49:26 main:574] : INFO : Epoch 1754 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2162.57 ms [2022-03-07 01:49:28 main:574] : INFO : Epoch 1755 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2161.74 ms [2022-03-07 01:49:30 main:574] : INFO : Epoch 1756 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2161.54 ms [2022-03-07 01:49:32 main:574] : INFO : Epoch 1757 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2162.16 ms [2022-03-07 01:49:34 main:574] : INFO : Epoch 1758 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2163.45 ms [2022-03-07 01:49:37 main:574] : INFO : Epoch 1759 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2163.97 ms [2022-03-07 01:49:39 main:574] : INFO : Epoch 1760 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2162.74 ms [2022-03-07 01:49:41 main:574] : INFO : Epoch 1761 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2164.89 ms [2022-03-07 01:49:43 main:574] : INFO : Epoch 1762 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2162.89 ms [2022-03-07 01:49:45 main:574] : INFO : Epoch 1763 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2162.81 ms [2022-03-07 01:49:47 main:574] : INFO : Epoch 1764 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2161.06 ms [2022-03-07 01:49:50 main:574] : INFO : Epoch 1765 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2162.22 ms [2022-03-07 01:49:52 main:574] : INFO : Epoch 1766 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2161.6 ms [2022-03-07 01:49:54 main:574] : INFO : Epoch 1767 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2163.68 ms [2022-03-07 01:49:56 main:574] : INFO : Epoch 1768 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2165.3 ms [2022-03-07 01:49:58 main:574] : INFO : Epoch 1769 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2165.48 ms [2022-03-07 01:50:00 main:574] : INFO : Epoch 1770 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2168.74 ms [2022-03-07 01:50:03 main:574] : INFO : Epoch 1771 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2169.35 ms [2022-03-07 01:50:05 main:574] : INFO : Epoch 1772 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2162.89 ms [2022-03-07 01:50:07 main:574] : INFO : Epoch 1773 | loss: 0.03125 | val_loss: 0.03125 | Time: 2161 ms [2022-03-07 01:50:09 main:574] : INFO : Epoch 1774 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2164.59 ms [2022-03-07 01:50:11 main:574] : INFO : Epoch 1775 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2159.78 ms [2022-03-07 01:50:13 main:574] : INFO : Epoch 1776 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 2162.39 ms [2022-03-07 01:50:16 main:574] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2162.46 ms [2022-03-07 01:50:18 main:574] : INFO : Epoch 1778 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2161.48 ms [2022-03-07 01:50:20 main:574] : INFO : Epoch 1779 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2162.13 ms [2022-03-07 01:50:22 main:574] : INFO : Epoch 1780 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2161.85 ms [2022-03-07 01:50:24 main:574] : INFO : Epoch 1781 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2162.71 ms [2022-03-07 01:50:26 main:574] : INFO : Epoch 1782 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2162.55 ms [2022-03-07 01:50:29 main:574] : INFO : Epoch 1783 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2165.9 ms [2022-03-07 01:50:31 main:574] : INFO : Epoch 1784 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2161.87 ms [2022-03-07 01:50:33 main:574] : INFO : Epoch 1785 | loss: 0.0312497 | val_loss: 0.0312524 | Time: 2163.72 ms [2022-03-07 01:50:35 main:574] : INFO : Epoch 1786 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 2161.79 ms [2022-03-07 01:50:37 main:574] : INFO : Epoch 1787 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2166.66 ms [2022-03-07 01:50:39 main:574] : INFO : Epoch 1788 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2165.64 ms [2022-03-07 01:50:42 main:574] : INFO : Epoch 1789 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2162.59 ms [2022-03-07 01:50:44 main:574] : INFO : Epoch 1790 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2161.69 ms [2022-03-07 01:50:46 main:574] : INFO : Epoch 1791 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2162.38 ms [2022-03-07 01:50:48 main:574] : INFO : Epoch 1792 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 2162.6 ms [2022-03-07 01:50:50 main:574] : INFO : Epoch 1793 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 2163.06 ms [2022-03-07 01:50:52 main:574] : INFO : Epoch 1794 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2162.4 ms [2022-03-07 01:50:55 main:574] : INFO : Epoch 1795 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2164.19 ms [2022-03-07 01:50:57 main:574] : INFO : Epoch 1796 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2161.64 ms [2022-03-07 01:50:59 main:574] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2164.92 ms [2022-03-07 01:51:01 main:574] : INFO : Epoch 1798 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2163.98 ms [2022-03-07 01:51:03 main:574] : INFO : Epoch 1799 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2163.21 ms [2022-03-07 01:51:05 main:574] : INFO : Epoch 1800 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2163.72 ms [2022-03-07 01:51:08 main:574] : INFO : Epoch 1801 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 2167.93 ms [2022-03-07 01:51:10 main:574] : INFO : Epoch 1802 | loss: 0.0312514 | val_loss: 0.0312497 | Time: 2164.33 ms [2022-03-07 01:51:12 main:574] : INFO : Epoch 1803 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2162.35 ms [2022-03-07 01:51:14 main:574] : INFO : Epoch 1804 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2163.22 ms [2022-03-07 01:51:16 main:574] : INFO : Epoch 1805 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2160.69 ms [2022-03-07 01:51:18 main:574] : INFO : Epoch 1806 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2162.19 ms [2022-03-07 01:51:21 main:574] : INFO : Epoch 1807 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2162.57 ms [2022-03-07 01:51:23 main:574] : INFO : Epoch 1808 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2162.76 ms [2022-03-07 01:51:25 main:574] : INFO : Epoch 1809 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2164.85 ms [2022-03-07 01:51:27 main:574] : INFO : Epoch 1810 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2161.15 ms [2022-03-07 01:51:29 main:574] : INFO : Epoch 1811 | loss: 0.031251 | val_loss: 0.0312498 | Time: 2163.16 ms [2022-03-07 01:51:31 main:574] : INFO : Epoch 1812 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2163.51 ms [2022-03-07 01:51:34 main:574] : INFO : Epoch 1813 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2162.14 ms [2022-03-07 01:51:36 main:574] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2165.48 ms [2022-03-07 01:51:38 main:574] : INFO : Epoch 1815 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2164.07 ms [2022-03-07 01:51:40 main:574] : INFO : Epoch 1816 | loss: 0.0312512 | val_loss: 0.0312523 | Time: 2161.22 ms [2022-03-07 01:51:42 main:574] : INFO : Epoch 1817 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2162.72 ms [2022-03-07 01:51:44 main:574] : INFO : Epoch 1818 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2169.09 ms [2022-03-07 01:51:47 main:574] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2164.01 ms [2022-03-07 01:51:49 main:574] : INFO : Epoch 1820 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2162.02 ms [2022-03-07 01:51:51 main:574] : INFO : Epoch 1821 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2162.87 ms [2022-03-07 01:51:53 main:574] : INFO : Epoch 1822 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2160.61 ms [2022-03-07 01:51:55 main:574] : INFO : Epoch 1823 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2163.12 ms [2022-03-07 01:51:57 main:574] : INFO : Epoch 1824 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2162.48 ms [2022-03-07 01:51:59 main:574] : INFO : Epoch 1825 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2163.24 ms [2022-03-07 01:52:02 main:574] : INFO : Epoch 1826 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2162.69 ms [2022-03-07 01:52:04 main:574] : INFO : Epoch 1827 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2161.9 ms [2022-03-07 01:52:06 main:574] : INFO : Epoch 1828 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2163 ms [2022-03-07 01:52:08 main:574] : INFO : Epoch 1829 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2162.9 ms [2022-03-07 01:52:10 main:574] : INFO : Epoch 1830 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2162.69 ms [2022-03-07 01:52:12 main:574] : INFO : Epoch 1831 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 2162.13 ms [2022-03-07 01:52:15 main:574] : INFO : Epoch 1832 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2163.15 ms [2022-03-07 01:52:17 main:574] : INFO : Epoch 1833 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2162.28 ms [2022-03-07 01:52:19 main:574] : INFO : Epoch 1834 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2163.83 ms [2022-03-07 01:52:21 main:574] : INFO : Epoch 1835 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2164.6 ms [2022-03-07 01:52:23 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2162.67 ms [2022-03-07 01:52:25 main:574] : INFO : Epoch 1837 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2165.01 ms [2022-03-07 01:52:28 main:574] : INFO : Epoch 1838 | loss: 0.03125 | val_loss: 0.03125 | Time: 2164.96 ms [2022-03-07 01:52:30 main:574] : INFO : Epoch 1839 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2162.54 ms [2022-03-07 01:52:32 main:574] : INFO : Epoch 1840 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 2164.96 ms [2022-03-07 01:52:34 main:574] : INFO : Epoch 1841 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2161.54 ms [2022-03-07 01:52:36 main:574] : INFO : Epoch 1842 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2162.41 ms [2022-03-07 01:52:38 main:574] : INFO : Epoch 1843 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 2161.61 ms [2022-03-07 01:52:41 main:574] : INFO : Epoch 1844 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2162.61 ms [2022-03-07 01:52:43 main:574] : INFO : Epoch 1845 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 2162.2 ms [2022-03-07 01:52:45 main:574] : INFO : Epoch 1846 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 2161.84 ms [2022-03-07 01:52:47 main:574] : INFO : Epoch 1847 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2163.4 ms [2022-03-07 01:52:49 main:574] : INFO : Epoch 1848 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2162.7 ms [2022-03-07 01:52:51 main:574] : INFO : Epoch 1849 | loss: 0.0312509 | val_loss: 0.031253 | Time: 2163.12 ms [2022-03-07 01:52:54 main:574] : INFO : Epoch 1850 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 2161.27 ms [2022-03-07 01:52:56 main:574] : INFO : Epoch 1851 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2161.41 ms [2022-03-07 01:52:58 main:574] : INFO : Epoch 1852 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2162.75 ms [2022-03-07 01:53:00 main:574] : INFO : Epoch 1853 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2163.64 ms [2022-03-07 01:53:02 main:574] : INFO : Epoch 1854 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2165.53 ms [2022-03-07 01:53:04 main:574] : INFO : Epoch 1855 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2162.16 ms [2022-03-07 01:53:07 main:574] : INFO : Epoch 1856 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2162.33 ms [2022-03-07 01:53:09 main:574] : INFO : Epoch 1857 | loss: 0.03125 | val_loss: 0.03125 | Time: 2164.37 ms [2022-03-07 01:53:11 main:574] : INFO : Epoch 1858 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2162.76 ms [2022-03-07 01:53:13 main:574] : INFO : Epoch 1859 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 2164.54 ms [2022-03-07 01:53:15 main:574] : INFO : Epoch 1860 | loss: 0.0312517 | val_loss: 0.0312514 | Time: 2162.41 ms [2022-03-07 01:53:17 main:574] : INFO : Epoch 1861 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2163.46 ms [2022-03-07 01:53:20 main:574] : INFO : Epoch 1862 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2163.15 ms [2022-03-07 01:53:22 main:574] : INFO : Epoch 1863 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2163.05 ms [2022-03-07 01:53:24 main:574] : INFO : Epoch 1864 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2163.46 ms [2022-03-07 01:53:26 main:574] : INFO : Epoch 1865 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2161.7 ms [2022-03-07 01:53:28 main:574] : INFO : Epoch 1866 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2161.75 ms [2022-03-07 01:53:30 main:574] : INFO : Epoch 1867 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2169.33 ms [2022-03-07 01:53:33 main:574] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2162.76 ms [2022-03-07 01:53:35 main:574] : INFO : Epoch 1869 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2162.3 ms [2022-03-07 01:53:37 main:574] : INFO : Epoch 1870 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2162.57 ms [2022-03-07 01:53:39 main:574] : INFO : Epoch 1871 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2163.75 ms [2022-03-07 01:53:41 main:574] : INFO : Epoch 1872 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2163.75 ms [2022-03-07 01:53:43 main:574] : INFO : Epoch 1873 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2165.05 ms [2022-03-07 01:53:46 main:574] : INFO : Epoch 1874 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 2165.45 ms [2022-03-07 01:53:48 main:574] : INFO : Epoch 1875 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 2163.33 ms [2022-03-07 01:53:50 main:574] : INFO : Epoch 1876 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 2163.57 ms [2022-03-07 01:53:52 main:574] : INFO : Epoch 1877 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2164.45 ms [2022-03-07 01:53:54 main:574] : INFO : Epoch 1878 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2163.53 ms [2022-03-07 01:53:56 main:574] : INFO : Epoch 1879 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2161.59 ms [2022-03-07 01:53:59 main:574] : INFO : Epoch 1880 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2163.69 ms [2022-03-07 01:54:01 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2163.09 ms [2022-03-07 01:54:03 main:574] : INFO : Epoch 1882 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2162.98 ms [2022-03-07 01:54:05 main:574] : INFO : Epoch 1883 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2167.12 ms [2022-03-07 01:54:07 main:574] : INFO : Epoch 1884 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2162.08 ms [2022-03-07 01:54:09 main:574] : INFO : Epoch 1885 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2163.45 ms [2022-03-07 01:54:12 main:574] : INFO : Epoch 1886 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2165.66 ms [2022-03-07 01:54:14 main:574] : INFO : Epoch 1887 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 2164.39 ms [2022-03-07 01:54:16 main:574] : INFO : Epoch 1888 | loss: 0.0312515 | val_loss: 0.0312498 | Time: 2163.25 ms [2022-03-07 01:54:18 main:574] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2167.94 ms [2022-03-07 01:54:20 main:574] : INFO : Epoch 1890 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2164.33 ms [2022-03-07 01:54:22 main:574] : INFO : Epoch 1891 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2161.59 ms [2022-03-07 01:54:25 main:574] : INFO : Epoch 1892 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2161.24 ms [2022-03-07 01:54:27 main:574] : INFO : Epoch 1893 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2164.28 ms [2022-03-07 01:54:29 main:574] : INFO : Epoch 1894 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2160.99 ms [2022-03-07 01:54:31 main:574] : INFO : Epoch 1895 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2162.53 ms [2022-03-07 01:54:33 main:574] : INFO : Epoch 1896 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2162.85 ms [2022-03-07 01:54:35 main:574] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2163.7 ms [2022-03-07 01:54:38 main:574] : INFO : Epoch 1898 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 2164.03 ms [2022-03-07 01:54:40 main:574] : INFO : Epoch 1899 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2162.8 ms [2022-03-07 01:54:42 main:574] : INFO : Epoch 1900 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2164.22 ms [2022-03-07 01:54:44 main:574] : INFO : Epoch 1901 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2163.19 ms [2022-03-07 01:54:46 main:574] : INFO : Epoch 1902 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2162.36 ms [2022-03-07 01:54:48 main:574] : INFO : Epoch 1903 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2162.52 ms [2022-03-07 01:54:51 main:574] : INFO : Epoch 1904 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2161.91 ms [2022-03-07 01:54:53 main:574] : INFO : Epoch 1905 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2161.89 ms [2022-03-07 01:54:55 main:574] : INFO : Epoch 1906 | loss: 0.0312518 | val_loss: 0.0312518 | Time: 2162.01 ms [2022-03-07 01:54:57 main:574] : INFO : Epoch 1907 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2162.52 ms [2022-03-07 01:54:59 main:574] : INFO : Epoch 1908 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2164 ms [2022-03-07 01:55:01 main:574] : INFO : Epoch 1909 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2163.6 ms [2022-03-07 01:55:04 main:574] : INFO : Epoch 1910 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2162.77 ms [2022-03-07 01:55:06 main:574] : INFO : Epoch 1911 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2163.24 ms [2022-03-07 01:55:08 main:574] : INFO : Epoch 1912 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2165.17 ms [2022-03-07 01:55:10 main:574] : INFO : Epoch 1913 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 2163.87 ms [2022-03-07 01:55:12 main:574] : INFO : Epoch 1914 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2165.51 ms [2022-03-07 01:55:14 main:574] : INFO : Epoch 1915 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2163.44 ms [2022-03-07 01:55:17 main:574] : INFO : Epoch 1916 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2161.7 ms [2022-03-07 01:55:19 main:574] : INFO : Epoch 1917 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2162.9 ms [2022-03-07 01:55:21 main:574] : INFO : Epoch 1918 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2164.95 ms [2022-03-07 01:55:23 main:574] : INFO : Epoch 1919 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2163.33 ms [2022-03-07 01:55:25 main:574] : INFO : Epoch 1920 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2163.93 ms [2022-03-07 01:55:27 main:574] : INFO : Epoch 1921 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2163.4 ms [2022-03-07 01:55:30 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2166.86 ms [2022-03-07 01:55:32 main:574] : INFO : Epoch 1923 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2161.48 ms [2022-03-07 01:55:34 main:574] : INFO : Epoch 1924 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2162.16 ms [2022-03-07 01:55:36 main:574] : INFO : Epoch 1925 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2162.75 ms [2022-03-07 01:55:38 main:574] : INFO : Epoch 1926 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2162.31 ms [2022-03-07 01:55:40 main:574] : INFO : Epoch 1927 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2163.05 ms [2022-03-07 01:55:43 main:574] : INFO : Epoch 1928 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2162.77 ms [2022-03-07 01:55:45 main:574] : INFO : Epoch 1929 | loss: 0.0312513 | val_loss: 0.0312498 | Time: 2162.7 ms [2022-03-07 01:55:47 main:574] : INFO : Epoch 1930 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2161.69 ms [2022-03-07 01:55:49 main:574] : INFO : Epoch 1931 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2165.12 ms [2022-03-07 01:55:51 main:574] : INFO : Epoch 1932 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2161 ms [2022-03-07 01:55:53 main:574] : INFO : Epoch 1933 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2162.1 ms [2022-03-07 01:55:56 main:574] : INFO : Epoch 1934 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2162.65 ms [2022-03-07 01:55:58 main:574] : INFO : Epoch 1935 | loss: 0.0312505 | val_loss: 0.0312529 | Time: 2165.22 ms [2022-03-07 01:56:00 main:574] : INFO : Epoch 1936 | loss: 0.0312521 | val_loss: 0.0312572 | Time: 2164.24 ms [2022-03-07 01:56:02 main:574] : INFO : Epoch 1937 | loss: 0.031254 | val_loss: 0.031252 | Time: 2163.04 ms [2022-03-07 01:56:04 main:574] : INFO : Epoch 1938 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2164.21 ms [2022-03-07 01:56:06 main:574] : INFO : Epoch 1939 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2164.06 ms [2022-03-07 01:56:08 main:574] : INFO : Epoch 1940 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2161.59 ms [2022-03-07 01:56:11 main:574] : INFO : Epoch 1941 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2161.33 ms [2022-03-07 01:56:13 main:574] : INFO : Epoch 1942 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2162.6 ms [2022-03-07 01:56:15 main:574] : INFO : Epoch 1943 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2162.95 ms [2022-03-07 01:56:17 main:574] : INFO : Epoch 1944 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2163.95 ms [2022-03-07 01:56:19 main:574] : INFO : Epoch 1945 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2162.74 ms [2022-03-07 01:56:21 main:574] : INFO : Epoch 1946 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2164.14 ms [2022-03-07 01:56:24 main:574] : INFO : Epoch 1947 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2162.77 ms [2022-03-07 01:56:26 main:574] : INFO : Epoch 1948 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2166.71 ms [2022-03-07 01:56:28 main:574] : INFO : Epoch 1949 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 2163.73 ms [2022-03-07 01:56:30 main:574] : INFO : Epoch 1950 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2162.61 ms [2022-03-07 01:56:32 main:574] : INFO : Epoch 1951 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2165.66 ms [2022-03-07 01:56:34 main:574] : INFO : Epoch 1952 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2164.57 ms [2022-03-07 01:56:37 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312524 | Time: 2163.65 ms [2022-03-07 01:56:39 main:574] : INFO : Epoch 1954 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2162.04 ms [2022-03-07 01:56:41 main:574] : INFO : Epoch 1955 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2160.69 ms [2022-03-07 01:56:43 main:574] : INFO : Epoch 1956 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 2163.32 ms [2022-03-07 01:56:45 main:574] : INFO : Epoch 1957 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 2163.84 ms [2022-03-07 01:56:47 main:574] : INFO : Epoch 1958 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2161.95 ms [2022-03-07 01:56:50 main:574] : INFO : Epoch 1959 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2166.95 ms [2022-03-07 01:56:52 main:574] : INFO : Epoch 1960 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2163.21 ms [2022-03-07 01:56:54 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 2163.93 ms [2022-03-07 01:56:56 main:574] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2163.9 ms [2022-03-07 01:56:58 main:574] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2164.99 ms [2022-03-07 01:57:00 main:574] : INFO : Epoch 1964 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2163.32 ms [2022-03-07 01:57:03 main:574] : INFO : Epoch 1965 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 2164.98 ms [2022-03-07 01:57:05 main:574] : INFO : Epoch 1966 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2160.93 ms [2022-03-07 01:57:07 main:574] : INFO : Epoch 1967 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2162.21 ms [2022-03-07 01:57:09 main:574] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2160.86 ms [2022-03-07 01:57:11 main:574] : INFO : Epoch 1969 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2161.56 ms [2022-03-07 01:57:13 main:574] : INFO : Epoch 1970 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2161.74 ms [2022-03-07 01:57:16 main:574] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2163.05 ms [2022-03-07 01:57:18 main:574] : INFO : Epoch 1972 | loss: 0.031251 | val_loss: 0.0312498 | Time: 2162.13 ms [2022-03-07 01:57:20 main:574] : INFO : Epoch 1973 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2161.7 ms [2022-03-07 01:57:22 main:574] : INFO : Epoch 1974 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2162.86 ms [2022-03-07 01:57:24 main:574] : INFO : Epoch 1975 | loss: 0.031251 | val_loss: 0.03125 | Time: 2162.03 ms [2022-03-07 01:57:26 main:574] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2162.98 ms [2022-03-07 01:57:29 main:574] : INFO : Epoch 1977 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2161.71 ms [2022-03-07 01:57:31 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2163.3 ms [2022-03-07 01:57:33 main:574] : INFO : Epoch 1979 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 2163.04 ms [2022-03-07 01:57:35 main:574] : INFO : Epoch 1980 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2164.27 ms [2022-03-07 01:57:37 main:574] : INFO : Epoch 1981 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2163.01 ms [2022-03-07 01:57:39 main:574] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2164.63 ms [2022-03-07 01:57:42 main:574] : INFO : Epoch 1983 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2165.05 ms [2022-03-07 01:57:44 main:574] : INFO : Epoch 1984 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2161.43 ms [2022-03-07 01:57:46 main:574] : INFO : Epoch 1985 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 2162.4 ms [2022-03-07 01:57:48 main:574] : INFO : Epoch 1986 | loss: 0.031251 | val_loss: 0.0312535 | Time: 2161.71 ms [2022-03-07 01:57:50 main:574] : INFO : Epoch 1987 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 2162.6 ms [2022-03-07 01:57:52 main:574] : INFO : Epoch 1988 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2161.45 ms [2022-03-07 01:57:55 main:574] : INFO : Epoch 1989 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2165.95 ms [2022-03-07 01:57:57 main:574] : INFO : Epoch 1990 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2162.3 ms [2022-03-07 01:57:59 main:574] : INFO : Epoch 1991 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2163.29 ms [2022-03-07 01:58:01 main:574] : INFO : Epoch 1992 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2162.87 ms [2022-03-07 01:58:03 main:574] : INFO : Epoch 1993 | loss: 0.03125 | val_loss: 0.0312538 | Time: 2165.25 ms [2022-03-07 01:58:05 main:574] : INFO : Epoch 1994 | loss: 0.0312518 | val_loss: 0.0312498 | Time: 2156.29 ms [2022-03-07 01:58:08 main:574] : INFO : Epoch 1995 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2183.93 ms [2022-03-07 01:58:10 main:574] : INFO : Epoch 1996 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2157.15 ms [2022-03-07 01:58:12 main:574] : INFO : Epoch 1997 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 2158.71 ms [2022-03-07 01:58:14 main:574] : INFO : Epoch 1998 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2156.48 ms [2022-03-07 01:58:17 main:574] : INFO : Epoch 1999 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2159.93 ms [2022-03-07 01:58:19 main:574] : INFO : Epoch 2000 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2157.1 ms [2022-03-07 01:58:21 main:574] : INFO : Epoch 2001 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2163.38 ms [2022-03-07 01:58:23 main:574] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2163.46 ms [2022-03-07 01:58:25 main:574] : INFO : Epoch 2003 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2163.45 ms [2022-03-07 01:58:27 main:574] : INFO : Epoch 2004 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2165.9 ms [2022-03-07 01:58:30 main:574] : INFO : Epoch 2005 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2165.16 ms [2022-03-07 01:58:32 main:574] : INFO : Epoch 2006 | loss: 0.0312499 | val_loss: 0.0312538 | Time: 2162.71 ms [2022-03-07 01:58:34 main:574] : INFO : Epoch 2007 | loss: 0.0312518 | val_loss: 0.0312497 | Time: 2161.65 ms [2022-03-07 01:58:36 main:574] : INFO : Epoch 2008 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2164.29 ms [2022-03-07 01:58:38 main:574] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2163.43 ms [2022-03-07 01:58:40 main:574] : INFO : Epoch 2010 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2162.32 ms [2022-03-07 01:58:43 main:574] : INFO : Epoch 2011 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2161.61 ms [2022-03-07 01:58:45 main:574] : INFO : Epoch 2012 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2163.55 ms [2022-03-07 01:58:47 main:574] : INFO : Epoch 2013 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2163.42 ms [2022-03-07 01:58:49 main:574] : INFO : Epoch 2014 | loss: 0.0312515 | val_loss: 0.0312525 | Time: 2163.28 ms [2022-03-07 01:58:51 main:574] : INFO : Epoch 2015 | loss: 0.0312518 | val_loss: 0.0312514 | Time: 2167.06 ms [2022-03-07 01:58:53 main:574] : INFO : Epoch 2016 | loss: 0.0312554 | val_loss: 0.0312704 | Time: 2161.22 ms [2022-03-07 01:58:56 main:574] : INFO : Epoch 2017 | loss: 0.0312553 | val_loss: 0.0312512 | Time: 2161.43 ms [2022-03-07 01:58:58 main:574] : INFO : Epoch 2018 | loss: 0.0312549 | val_loss: 0.0312519 | Time: 2165.84 ms [2022-03-07 01:59:00 main:574] : INFO : Epoch 2019 | loss: 0.0312511 | val_loss: 0.0312522 | Time: 2161.87 ms [2022-03-07 01:59:02 main:574] : INFO : Epoch 2020 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 2163.48 ms [2022-03-07 01:59:04 main:574] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2162.54 ms [2022-03-07 01:59:06 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2165.06 ms [2022-03-07 01:59:09 main:574] : INFO : Epoch 2023 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2161.66 ms [2022-03-07 01:59:11 main:574] : INFO : Epoch 2024 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2162.72 ms [2022-03-07 01:59:13 main:574] : INFO : Epoch 2025 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2162.77 ms [2022-03-07 01:59:15 main:574] : INFO : Epoch 2026 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2165.1 ms [2022-03-07 01:59:17 main:574] : INFO : Epoch 2027 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2165.55 ms [2022-03-07 01:59:19 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2165 ms [2022-03-07 01:59:22 main:574] : INFO : Epoch 2029 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2165.13 ms [2022-03-07 01:59:24 main:574] : INFO : Epoch 2030 | loss: 0.03125 | val_loss: 0.03125 | Time: 2168.29 ms [2022-03-07 01:59:26 main:574] : INFO : Epoch 2031 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2163.93 ms [2022-03-07 01:59:28 main:574] : INFO : Epoch 2032 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2161.85 ms [2022-03-07 01:59:30 main:574] : INFO : Epoch 2033 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2166.34 ms [2022-03-07 01:59:32 main:574] : INFO : Epoch 2034 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2162.95 ms [2022-03-07 01:59:35 main:574] : INFO : Epoch 2035 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2161.93 ms [2022-03-07 01:59:37 main:574] : INFO : Epoch 2036 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2162.09 ms [2022-03-07 01:59:39 main:574] : INFO : Epoch 2037 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2164.87 ms [2022-03-07 01:59:41 main:574] : INFO : Epoch 2038 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2161.6 ms [2022-03-07 01:59:43 main:574] : INFO : Epoch 2039 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2162.98 ms [2022-03-07 01:59:45 main:574] : INFO : Epoch 2040 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2161.03 ms [2022-03-07 01:59:48 main:574] : INFO : Epoch 2041 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2165.49 ms [2022-03-07 01:59:50 main:574] : INFO : Epoch 2042 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2162.71 ms [2022-03-07 01:59:52 main:574] : INFO : Epoch 2043 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2163.7 ms [2022-03-07 01:59:54 main:574] : INFO : Epoch 2044 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2163.13 ms [2022-03-07 01:59:56 main:574] : INFO : Epoch 2045 | loss: 0.03125 | val_loss: 0.0312516 | Time: 2163.06 ms [2022-03-07 01:59:58 main:574] : INFO : Epoch 2046 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2162.28 ms [2022-03-07 02:00:01 main:574] : INFO : Epoch 2047 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2162.9 ms [2022-03-07 02:00:03 main:574] : INFO : Epoch 2048 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2161.76 ms [2022-03-07 02:00:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312498 [2022-03-07 02:00:03 main:603] : INFO : Saving end state to config to file [2022-03-07 02:00:03 main:608] : INFO : Success, exiting.. 02:00:03 (9328): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)