Task 9193635
| Name | ParityModified-1636228137-14962-2-0_0 |
| Workunit | 6629730 |
| Created | 26 Nov 2021, 5:58:39 UTC |
| Sent | 2 Dec 2021, 1:28:45 UTC |
| Report deadline | 10 Dec 2021, 1:28:45 UTC |
| Received | 10 Dec 2021, 13:01:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15748 |
| Run time | 2 hours 18 min 28 sec |
| CPU time | 2 hours 8 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,672.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.73 GB |
| Peak swap size | 4.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0312456 | val_loss: 0.0312468 | Time: 2225.7 ms [2021-12-02 09:11:44 main:574] : INFO : Epoch 1543 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2445.48 ms [2021-12-02 09:11:46 main:574] : INFO : Epoch 1544 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2178.5 ms [2021-12-02 09:11:48 main:574] : INFO : Epoch 1545 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 2395.69 ms [2021-12-02 09:11:50 main:574] : INFO : Epoch 1546 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1914.85 ms [2021-12-02 09:11:52 main:574] : INFO : Epoch 1547 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 1605.27 ms [2021-12-02 09:11:54 main:574] : INFO : Epoch 1548 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 2271.03 ms [2021-12-02 09:11:57 main:574] : INFO : Epoch 1549 | loss: 0.0312464 | val_loss: 0.031246 | Time: 2638.43 ms [2021-12-02 09:11:59 main:574] : INFO : Epoch 1550 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 2556.44 ms [2021-12-02 09:12:01 main:574] : INFO : Epoch 1551 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 1505.13 ms [2021-12-02 09:12:03 main:574] : INFO : Epoch 1552 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2487.61 ms [2021-12-02 09:12:06 main:574] : INFO : Epoch 1553 | loss: 0.031247 | val_loss: 0.0312459 | Time: 2366.49 ms [2021-12-02 09:12:08 main:574] : INFO : Epoch 1554 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 2835.99 ms [2021-12-02 09:12:10 main:574] : INFO : Epoch 1555 | loss: 0.031247 | val_loss: 0.0312462 | Time: 1983.1 ms [2021-12-02 09:12:12 main:574] : INFO : Epoch 1556 | loss: 0.031247 | val_loss: 0.0312475 | Time: 1753.63 ms [2021-12-02 09:12:16 main:574] : INFO : Epoch 1557 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 3628.44 ms [2021-12-02 09:12:18 main:574] : INFO : Epoch 1558 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 2477.94 ms [2021-12-02 09:12:20 main:574] : INFO : Epoch 1559 | loss: 0.0312469 | val_loss: 0.0312459 | Time: 2133.22 ms [2021-12-02 09:12:22 main:574] : INFO : Epoch 1560 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1718.25 ms [2021-12-02 09:12:24 main:574] : INFO : Epoch 1561 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2224.88 ms [2021-12-02 09:12:27 main:574] : INFO : Epoch 1562 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 2511.37 ms [2021-12-02 09:12:29 main:574] : INFO : Epoch 1563 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 2225.14 ms [2021-12-02 09:12:31 main:574] : INFO : Epoch 1564 | loss: 0.0312463 | val_loss: 0.0312482 | Time: 1689.81 ms [2021-12-02 09:12:33 main:574] : INFO : Epoch 1565 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2400.8 ms [2021-12-02 09:12:36 main:574] : INFO : Epoch 1566 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2393.8 ms [2021-12-02 09:12:38 main:574] : INFO : Epoch 1567 | loss: 0.0312458 | val_loss: 0.031246 | Time: 2518.58 ms [2021-12-02 09:12:41 main:574] : INFO : Epoch 1568 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 2581.7 ms [2021-12-02 09:12:43 main:574] : INFO : Epoch 1569 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 1827.31 ms [2021-12-02 09:12:45 main:574] : INFO : Epoch 1570 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2221.58 ms [2021-12-02 09:12:47 main:574] : INFO : Epoch 1571 | loss: 0.0312456 | val_loss: 0.0312477 | Time: 2300.22 ms [2021-12-02 09:12:49 main:574] : INFO : Epoch 1572 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 2238.45 ms [2021-12-02 09:12:51 main:574] : INFO : Epoch 1573 | loss: 0.031247 | val_loss: 0.0312492 | Time: 1407.8 ms [2021-12-02 09:12:53 main:574] : INFO : Epoch 1574 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 2159.73 ms [2021-12-02 09:12:55 main:574] : INFO : Epoch 1575 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 2193.96 ms [2021-12-02 09:12:58 main:574] : INFO : Epoch 1576 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 2560.06 ms [2021-12-02 09:13:00 main:574] : INFO : Epoch 1577 | loss: 0.031247 | val_loss: 0.0312484 | Time: 2247.08 ms [2021-12-02 09:13:02 main:574] : INFO : Epoch 1578 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 1761.71 ms [2021-12-02 09:13:04 main:574] : INFO : Epoch 1579 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 2387.89 ms [2021-12-02 09:13:07 main:574] : INFO : Epoch 1580 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 2588.62 ms [2021-12-02 09:13:09 main:574] : INFO : Epoch 1581 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 2394.6 ms [2021-12-02 09:13:11 main:574] : INFO : Epoch 1582 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 1739.36 ms [2021-12-02 09:13:13 main:574] : INFO : Epoch 1583 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 1939.86 ms [2021-12-02 09:13:15 main:574] : INFO : Epoch 1584 | loss: 0.0312458 | val_loss: 0.031246 | Time: 2230.65 ms [2021-12-02 09:13:17 main:574] : INFO : Epoch 1585 | loss: 0.031246 | val_loss: 0.0312471 | Time: 2351.95 ms [2021-12-02 09:13:20 main:574] : INFO : Epoch 1586 | loss: 0.031247 | val_loss: 0.0312461 | Time: 2318.6 ms [2021-12-02 09:13:21 main:574] : INFO : Epoch 1587 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 1459.98 ms [2021-12-02 09:13:23 main:574] : INFO : Epoch 1588 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2107.93 ms [2021-12-02 09:13:25 main:574] : INFO : Epoch 1589 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 2246.1 ms [2021-12-02 09:13:28 main:574] : INFO : Epoch 1590 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2354.33 ms [2021-12-02 09:13:30 main:574] : INFO : Epoch 1591 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 2102.4 ms [2021-12-02 09:13:31 main:574] : INFO : Epoch 1592 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 1421.68 ms [2021-12-02 09:13:34 main:574] : INFO : Epoch 1593 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2148.97 ms [2021-12-02 09:13:36 main:574] : INFO : Epoch 1594 | loss: 0.0312468 | val_loss: 0.0312483 | Time: 2273.73 ms [2021-12-02 09:13:38 main:574] : INFO : Epoch 1595 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 2455.08 ms [2021-12-02 09:13:40 main:574] : INFO : Epoch 1596 | loss: 0.031246 | val_loss: 0.0312459 | Time: 1915.52 ms [2021-12-02 09:13:42 main:574] : INFO : Epoch 1597 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1589.77 ms [2021-12-02 09:13:44 main:574] : INFO : Epoch 1598 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 2089.57 ms [2021-12-02 09:13:46 main:574] : INFO : Epoch 1599 | loss: 0.0312531 | val_loss: 0.0312607 | Time: 2156.39 ms [2021-12-02 09:13:48 main:574] : INFO : Epoch 1600 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 2212.4 ms [2021-12-02 09:13:50 main:574] : INFO : Epoch 1601 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1949.63 ms [2021-12-02 09:13:52 main:574] : INFO : Epoch 1602 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 1455.53 ms [2021-12-02 09:13:54 main:574] : INFO : Epoch 1603 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2082.59 ms [2021-12-02 09:13:56 main:574] : INFO : Epoch 1604 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 1989.11 ms [2021-12-02 09:13:58 main:574] : INFO : Epoch 1605 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2458.38 ms [2021-12-02 09:14:00 main:574] : INFO : Epoch 1606 | loss: 0.031246 | val_loss: 0.031246 | Time: 2000.44 ms [2021-12-02 09:14:02 main:574] : INFO : Epoch 1607 | loss: 0.031246 | val_loss: 0.031248 | Time: 1514.2 ms [2021-12-02 09:14:04 main:574] : INFO : Epoch 1608 | loss: 0.0312458 | val_loss: 0.031248 | Time: 2176.39 ms [2021-12-02 09:14:06 main:574] : INFO : Epoch 1609 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 2182 ms [2021-12-02 09:14:08 main:574] : INFO : Epoch 1610 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 2175.66 ms [2021-12-02 09:14:11 main:574] : INFO : Epoch 1611 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 2509.38 ms [2021-12-02 09:14:13 main:574] : INFO : Epoch 1612 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 2041.31 ms [2021-12-02 09:14:15 main:574] : INFO : Epoch 1613 | loss: 0.0312467 | val_loss: 0.0312478 | Time: 2091.32 ms [2021-12-02 09:14:17 main:574] : INFO : Epoch 1614 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2264.11 ms [2021-12-02 09:14:19 main:574] : INFO : Epoch 1615 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 2112.12 ms [2021-12-02 09:14:21 main:574] : INFO : Epoch 1616 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 1570.11 ms [2021-12-02 09:14:23 main:574] : INFO : Epoch 1617 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 1892.05 ms [2021-12-02 09:14:25 main:574] : INFO : Epoch 1618 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2122.45 ms [2021-12-02 09:14:27 main:574] : INFO : Epoch 1619 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 2245.67 ms [2021-12-02 09:14:29 main:574] : INFO : Epoch 1620 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 2111.62 ms [2021-12-02 09:14:31 main:574] : INFO : Epoch 1621 | loss: 0.0312464 | val_loss: 0.0312509 | Time: 1682.03 ms [2021-12-02 09:14:33 main:574] : INFO : Epoch 1622 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1719.41 ms [2021-12-02 09:14:35 main:574] : INFO : Epoch 1623 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2074.94 ms [2021-12-02 09:14:37 main:574] : INFO : Epoch 1624 | loss: 0.031246 | val_loss: 0.0312487 | Time: 2039.84 ms [2021-12-02 09:14:39 main:574] : INFO : Epoch 1625 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 2318.81 ms [2021-12-02 09:14:41 main:574] : INFO : Epoch 1626 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 1597.56 ms [2021-12-02 09:14:42 main:574] : INFO : Epoch 1627 | loss: 0.031246 | val_loss: 0.0312463 | Time: 1707.65 ms [2021-12-02 09:14:45 main:574] : INFO : Epoch 1628 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 2122.18 ms [2021-12-02 09:14:47 main:574] : INFO : Epoch 1629 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 2257.45 ms [2021-12-02 09:14:49 main:574] : INFO : Epoch 1630 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2085.68 ms [2021-12-02 09:14:51 main:574] : INFO : Epoch 1631 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 1670.18 ms [2021-12-02 09:14:52 main:574] : INFO : Epoch 1632 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 1797.44 ms [2021-12-02 09:14:55 main:574] : INFO : Epoch 1633 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 2087.12 ms [2021-12-02 09:14:57 main:574] : INFO : Epoch 1634 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2224.37 ms [2021-12-02 09:14:59 main:574] : INFO : Epoch 1635 | loss: 0.031246 | val_loss: 0.0312477 | Time: 2125.4 ms [2021-12-02 09:15:01 main:574] : INFO : Epoch 1636 | loss: 0.0312468 | val_loss: 0.0312504 | Time: 1723.64 ms [2021-12-02 09:15:02 main:574] : INFO : Epoch 1637 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1692.13 ms [2021-12-02 09:15:04 main:574] : INFO : Epoch 1638 | loss: 0.031246 | val_loss: 0.0312475 | Time: 2133.96 ms [2021-12-02 09:15:07 main:574] : INFO : Epoch 1639 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2273.34 ms [2021-12-02 09:15:09 main:574] : INFO : Epoch 1640 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 2130.37 ms [2021-12-02 09:15:11 main:574] : INFO : Epoch 1641 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 1790.99 ms [2021-12-02 09:15:12 main:574] : INFO : Epoch 1642 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 1555.83 ms [2021-12-02 09:15:14 main:574] : INFO : Epoch 1643 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2120.55 ms [2021-12-02 09:15:17 main:574] : INFO : Epoch 1644 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 3016.31 ms [2021-12-02 09:15:21 main:574] : INFO : Epoch 1645 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 3295.25 ms [2021-12-02 09:15:22 main:574] : INFO : Epoch 1646 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 1640.48 ms [2021-12-02 09:15:24 main:574] : INFO : Epoch 1647 | loss: 0.031247 | val_loss: 0.0312468 | Time: 2074.3 ms [2021-12-02 09:15:27 main:574] : INFO : Epoch 1648 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 2120.97 ms [2021-12-02 09:15:29 main:574] : INFO : Epoch 1649 | loss: 0.0312457 | val_loss: 0.031246 | Time: 1972.42 ms [2021-12-02 09:15:31 main:574] : INFO : Epoch 1650 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2103.46 ms [2021-12-02 09:15:32 main:574] : INFO : Epoch 1651 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 1475.34 ms [2021-12-02 09:15:34 main:574] : INFO : Epoch 1652 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2121.4 ms [2021-12-02 09:15:37 main:574] : INFO : Epoch 1653 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2305.51 ms [2021-12-02 09:15:39 main:574] : INFO : Epoch 1654 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2100.71 ms [2021-12-02 09:15:41 main:574] : INFO : Epoch 1655 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 2012.89 ms [2021-12-02 09:15:42 main:574] : INFO : Epoch 1656 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1338.35 ms [2021-12-02 09:15:44 main:574] : INFO : Epoch 1657 | loss: 0.0312466 | val_loss: 0.0312493 | Time: 2077.35 ms [2021-12-02 09:15:47 main:574] : INFO : Epoch 1658 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 2375.64 ms [2021-12-02 09:15:49 main:574] : INFO : Epoch 1659 | loss: 0.0312456 | val_loss: 0.0312465 | Time: 2094.63 ms [2021-12-02 09:15:50 main:574] : INFO : Epoch 1660 | loss: 0.0312463 | val_loss: 0.0312496 | Time: 1808.49 ms [2021-12-02 09:15:52 main:574] : INFO : Epoch 1661 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 1540.59 ms [2021-12-02 09:15:54 main:574] : INFO : Epoch 1662 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 2121.03 ms [2021-12-02 09:15:56 main:574] : INFO : Epoch 1663 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2361.63 ms [2021-12-02 09:15:59 main:574] : INFO : Epoch 1664 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 2124.45 ms [2021-12-02 09:16:00 main:574] : INFO : Epoch 1665 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1880.24 ms [2021-12-02 09:16:02 main:574] : INFO : Epoch 1666 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 1495.31 ms [2021-12-02 09:16:04 main:574] : INFO : Epoch 1667 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2123.33 ms [2021-12-02 09:16:06 main:574] : INFO : Epoch 1668 | loss: 0.031247 | val_loss: 0.0312465 | Time: 2319.49 ms [2021-12-02 09:16:09 main:574] : INFO : Epoch 1669 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2115.15 ms [2021-12-02 09:16:11 main:574] : INFO : Epoch 1670 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1950.14 ms [2021-12-02 09:16:12 main:574] : INFO : Epoch 1671 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1476.13 ms [2021-12-02 09:16:14 main:574] : INFO : Epoch 1672 | loss: 0.0312458 | val_loss: 0.031246 | Time: 2129.51 ms [2021-12-02 09:16:16 main:574] : INFO : Epoch 1673 | loss: 0.031246 | val_loss: 0.031247 | Time: 2281.26 ms [2021-12-02 09:16:19 main:574] : INFO : Epoch 1674 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2148.7 ms [2021-12-02 09:16:21 main:574] : INFO : Epoch 1675 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2047.8 ms [2021-12-02 09:16:22 main:574] : INFO : Epoch 1676 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 1297.58 ms [2021-12-02 09:16:24 main:574] : INFO : Epoch 1677 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2134.87 ms [2021-12-02 09:16:26 main:574] : INFO : Epoch 1678 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2308.31 ms [2021-12-02 09:16:28 main:574] : INFO : Epoch 1679 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 2104.14 ms [2021-12-02 09:16:30 main:574] : INFO : Epoch 1680 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1996.85 ms [2021-12-02 09:16:32 main:574] : INFO : Epoch 1681 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 1399.56 ms [2021-12-02 09:16:34 main:574] : INFO : Epoch 1682 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 2045.7 ms [2021-12-02 09:16:36 main:574] : INFO : Epoch 1683 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 2271.46 ms [2021-12-02 09:16:38 main:574] : INFO : Epoch 1684 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 2168.53 ms [2021-12-02 09:16:40 main:574] : INFO : Epoch 1685 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 1974.61 ms [2021-12-02 09:16:42 main:574] : INFO : Epoch 1686 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1404.07 ms [2021-12-02 09:16:44 main:574] : INFO : Epoch 1687 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2090.02 ms [2021-12-02 09:16:46 main:574] : INFO : Epoch 1688 | loss: 0.0312476 | val_loss: 0.0312533 | Time: 2140.08 ms [2021-12-02 09:16:48 main:574] : INFO : Epoch 1689 | loss: 0.0312485 | val_loss: 0.0312467 | Time: 2211.62 ms [2021-12-02 09:16:50 main:574] : INFO : Epoch 1690 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 2112.82 ms [2021-12-02 09:16:52 main:574] : INFO : Epoch 1691 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 1312.18 ms [2021-12-02 09:16:54 main:574] : INFO : Epoch 1692 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2099.44 ms [2021-12-02 09:16:56 main:574] : INFO : Epoch 1693 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2126.71 ms [2021-12-02 09:16:58 main:574] : INFO : Epoch 1694 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2277.13 ms [2021-12-02 09:17:00 main:574] : INFO : Epoch 1695 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 2158.12 ms [2021-12-02 09:17:02 main:574] : INFO : Epoch 1696 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 1299.8 ms [2021-12-02 09:17:04 main:574] : INFO : Epoch 1697 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2048.33 ms [2021-12-02 09:17:06 main:574] : INFO : Epoch 1698 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2113.51 ms [2021-12-02 09:17:09 main:574] : INFO : Epoch 1699 | loss: 0.0312467 | val_loss: 0.0312494 | Time: 3485.78 ms [2021-12-02 09:17:11 main:574] : INFO : Epoch 1700 | loss: 0.031249 | val_loss: 0.0312467 | Time: 1573.82 ms [2021-12-02 09:17:13 main:574] : INFO : Epoch 1701 | loss: 0.0312533 | val_loss: 0.0312602 | Time: 1829.8 ms [2021-12-02 09:17:15 main:574] : INFO : Epoch 1702 | loss: 0.0318558 | val_loss: 0.0316254 | Time: 2117.54 ms [2021-12-02 09:17:17 main:574] : INFO : Epoch 1703 | loss: 0.0371614 | val_loss: 0.0326318 | Time: 2257.96 ms [2021-12-02 09:17:19 main:574] : INFO : Epoch 1704 | loss: 0.0318719 | val_loss: 0.0313572 | Time: 2093.36 ms [2021-12-02 09:17:21 main:574] : INFO : Epoch 1705 | loss: 0.0313316 | val_loss: 0.0312863 | Time: 1721.8 ms [2021-12-02 09:17:23 main:574] : INFO : Epoch 1706 | loss: 0.0312631 | val_loss: 0.0312502 | Time: 1757.99 ms [2021-12-02 09:17:25 main:574] : INFO : Epoch 1707 | loss: 0.0312503 | val_loss: 0.0312489 | Time: 2069.19 ms [2021-12-02 09:17:27 main:574] : INFO : Epoch 1708 | loss: 0.031248 | val_loss: 0.031248 | Time: 2240.18 ms [2021-12-02 09:17:29 main:574] : INFO : Epoch 1709 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 2250.95 ms [2021-12-02 09:17:32 main:574] : INFO : Epoch 1710 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2475.21 ms [2021-12-02 09:17:34 main:574] : INFO : Epoch 1711 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 2292.17 ms [2021-12-02 09:17:37 main:574] : INFO : Epoch 1712 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 2501.84 ms [2021-12-02 09:17:39 main:574] : INFO : Epoch 1713 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 2182.43 ms [2021-12-02 09:17:41 main:574] : INFO : Epoch 1714 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2128.52 ms [2021-12-02 09:17:42 main:574] : INFO : Epoch 1715 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 1468.13 ms [2021-12-02 09:17:45 main:574] : INFO : Epoch 1716 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 2454.31 ms [2021-12-02 09:17:48 main:574] : INFO : Epoch 1717 | loss: 0.031247 | val_loss: 0.0312474 | Time: 2702.53 ms [2021-12-02 09:17:50 main:574] : INFO : Epoch 1718 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2614.71 ms [2021-12-02 09:17:52 main:574] : INFO : Epoch 1719 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 1741.98 ms [2021-12-02 09:17:54 main:574] : INFO : Epoch 1720 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 2100.78 ms [2021-12-02 09:17:57 main:574] : INFO : Epoch 1721 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 2522.19 ms [2021-12-02 09:17:59 main:574] : INFO : Epoch 1722 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 2184.97 ms [2021-12-02 09:18:01 main:574] : INFO : Epoch 1723 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 1985.48 ms [2021-12-02 09:18:02 main:574] : INFO : Epoch 1724 | loss: 0.0312467 | val_loss: 0.031247 | Time: 1564.26 ms [2021-12-02 09:18:05 main:574] : INFO : Epoch 1725 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2365.22 ms [2021-12-02 09:18:07 main:574] : INFO : Epoch 1726 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 2658.29 ms [2021-12-02 09:18:10 main:574] : INFO : Epoch 1727 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 2369.14 ms [2021-12-02 09:18:11 main:574] : INFO : Epoch 1728 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1646.15 ms [2021-12-02 09:18:13 main:574] : INFO : Epoch 1729 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 2127.8 ms [2021-12-02 09:18:16 main:574] : INFO : Epoch 1730 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2284.03 ms [2021-12-02 09:18:18 main:574] : INFO : Epoch 1731 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2343.13 ms [2021-12-02 09:18:20 main:574] : INFO : Epoch 1732 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 2290.86 ms [2021-12-02 09:18:22 main:574] : INFO : Epoch 1733 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 1484.73 ms [2021-12-02 09:18:24 main:574] : INFO : Epoch 1734 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 1985.51 ms [2021-12-02 09:18:26 main:574] : INFO : Epoch 1735 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 2275.99 ms [2021-12-02 09:18:28 main:574] : INFO : Epoch 1736 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 2259.48 ms [2021-12-02 09:18:31 main:574] : INFO : Epoch 1737 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 2107.36 ms [2021-12-02 09:18:32 main:574] : INFO : Epoch 1738 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 1410.46 ms [2021-12-02 09:18:34 main:574] : INFO : Epoch 1739 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2071.98 ms [2021-12-02 09:18:36 main:574] : INFO : Epoch 1740 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 2363.32 ms [2021-12-02 09:18:39 main:574] : INFO : Epoch 1741 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 2239.23 ms [2021-12-02 09:18:41 main:574] : INFO : Epoch 1742 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2044.65 ms [2021-12-02 09:18:42 main:574] : INFO : Epoch 1743 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 1448.83 ms [2021-12-02 09:18:44 main:574] : INFO : Epoch 1744 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2126.8 ms [2021-12-02 09:18:47 main:574] : INFO : Epoch 1745 | loss: 0.031246 | val_loss: 0.031247 | Time: 2615.67 ms [2021-12-02 09:18:50 main:574] : INFO : Epoch 1746 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 3570.92 ms [2021-12-02 09:18:52 main:574] : INFO : Epoch 1747 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 1607.17 ms [2021-12-02 09:18:54 main:574] : INFO : Epoch 1748 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 2336.64 ms [2021-12-02 09:18:57 main:574] : INFO : Epoch 1749 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 2331.61 ms [2021-12-02 09:18:59 main:574] : INFO : Epoch 1750 | loss: 0.031246 | val_loss: 0.0312474 | Time: 2196.86 ms [2021-12-02 09:19:01 main:574] : INFO : Epoch 1751 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2258.63 ms [2021-12-02 09:19:03 main:574] : INFO : Epoch 1752 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 1805.53 ms [2021-12-02 09:19:05 main:574] : INFO : Epoch 1753 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 2452.47 ms [2021-12-02 09:19:08 main:574] : INFO : Epoch 1754 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2599.52 ms [2021-12-02 09:19:10 main:574] : INFO : Epoch 1755 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2265.06 ms [2021-12-02 09:19:12 main:574] : INFO : Epoch 1756 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 1589.86 ms [2021-12-02 09:19:14 main:574] : INFO : Epoch 1757 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 2036.67 ms [2021-12-02 09:19:17 main:574] : INFO : Epoch 1758 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 2499.36 ms [2021-12-02 09:19:19 main:574] : INFO : Epoch 1759 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 2381.44 ms [2021-12-02 09:19:21 main:574] : INFO : Epoch 1760 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2150.93 ms [2021-12-02 09:19:22 main:574] : INFO : Epoch 1761 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 1353.86 ms [2021-12-02 09:19:25 main:574] : INFO : Epoch 1762 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 2249.54 ms [2021-12-02 09:19:27 main:574] : INFO : Epoch 1763 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 2411.83 ms [2021-12-02 09:19:29 main:574] : INFO : Epoch 1764 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 2121.03 ms [2021-12-02 09:19:31 main:574] : INFO : Epoch 1765 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2030.21 ms [2021-12-02 09:19:33 main:574] : INFO : Epoch 1766 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 1564.98 ms [2021-12-02 09:19:35 main:574] : INFO : Epoch 1767 | loss: 0.0312467 | val_loss: 0.0312481 | Time: 2241.57 ms [2021-12-02 09:19:38 main:574] : INFO : Epoch 1768 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 2837.82 ms [2021-12-02 09:19:40 main:574] : INFO : Epoch 1769 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 2251.64 ms [2021-12-02 09:19:42 main:574] : INFO : Epoch 1770 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 1517.62 ms [2021-12-02 09:19:44 main:574] : INFO : Epoch 1771 | loss: 0.0312455 | val_loss: 0.0312465 | Time: 1975.14 ms [2021-12-02 09:19:46 main:574] : INFO : Epoch 1772 | loss: 0.031246 | val_loss: 0.031246 | Time: 2090.09 ms [2021-12-02 09:19:48 main:574] : INFO : Epoch 1773 | loss: 0.0312466 | val_loss: 0.0312487 | Time: 2285.84 ms [2021-12-02 09:19:50 main:574] : INFO : Epoch 1774 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2137.87 ms [2021-12-02 09:19:52 main:574] : INFO : Epoch 1775 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 1535.44 ms [2021-12-02 09:19:54 main:574] : INFO : Epoch 1776 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 1879.27 ms [2021-12-02 09:19:56 main:574] : INFO : Epoch 1777 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 2171.81 ms [2021-12-02 09:19:58 main:574] : INFO : Epoch 1778 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2468.34 ms [2021-12-02 09:20:00 main:574] : INFO : Epoch 1779 | loss: 0.0312458 | val_loss: 0.0312474 | Time: 2063.22 ms [2021-12-02 09:20:02 main:574] : INFO : Epoch 1780 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 1436.97 ms [2021-12-02 09:20:04 main:574] : INFO : Epoch 1781 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 1915.55 ms [2021-12-02 09:20:06 main:574] : INFO : Epoch 1782 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 2160.64 ms [2021-12-02 09:20:09 main:574] : INFO : Epoch 1783 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 2796.09 ms [2021-12-02 09:20:11 main:574] : INFO : Epoch 1784 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2358.37 ms [2021-12-02 09:20:12 main:574] : INFO : Epoch 1785 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 1317.19 ms [2021-12-02 09:20:14 main:574] : INFO : Epoch 1786 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 2084.39 ms [2021-12-02 09:20:17 main:574] : INFO : Epoch 1787 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2414.79 ms [2021-12-02 09:20:20 main:574] : INFO : Epoch 1788 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 3382.58 ms [2021-12-02 09:20:22 main:574] : INFO : Epoch 1789 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 1552.91 ms [2021-12-02 09:20:24 main:574] : INFO : Epoch 1790 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 2169.39 ms [2021-12-02 09:20:26 main:574] : INFO : Epoch 1791 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2489.05 ms [2021-12-02 09:20:29 main:574] : INFO : Epoch 1792 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2212.17 ms [2021-12-02 09:20:31 main:574] : INFO : Epoch 1793 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 2221.05 ms [2021-12-02 09:20:32 main:574] : INFO : Epoch 1794 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 1566.6 ms [2021-12-02 09:20:35 main:574] : INFO : Epoch 1795 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 2665.76 ms [2021-12-02 09:20:39 main:574] : INFO : Epoch 1796 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 3745.85 ms [2021-12-02 09:20:41 main:574] : INFO : Epoch 1797 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2031.07 ms [2021-12-02 09:20:42 main:574] : INFO : Epoch 1798 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 1501.03 ms [2021-12-02 09:20:45 main:574] : INFO : Epoch 1799 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 2068.21 ms [2021-12-02 09:20:47 main:574] : INFO : Epoch 1800 | loss: 0.031246 | val_loss: 0.0312469 | Time: 2304.01 ms [2021-12-02 09:20:49 main:574] : INFO : Epoch 1801 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2109.37 ms [2021-12-02 09:20:51 main:574] : INFO : Epoch 1802 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 2004.2 ms [2021-12-02 09:20:52 main:574] : INFO : Epoch 1803 | loss: 0.0312467 | val_loss: 0.031247 | Time: 1310.48 ms [2021-12-02 09:20:55 main:574] : INFO : Epoch 1804 | loss: 0.0312456 | val_loss: 0.0312467 | Time: 2765.31 ms [2021-12-02 09:20:58 main:574] : INFO : Epoch 1805 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2592.64 ms [2021-12-02 09:21:00 main:574] : INFO : Epoch 1806 | loss: 0.031246 | val_loss: 0.031246 | Time: 2155.34 ms [2021-12-02 09:21:02 main:574] : INFO : Epoch 1807 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 2018.74 ms [2021-12-02 09:21:04 main:574] : INFO : Epoch 1808 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 1959.3 ms [2021-12-02 09:21:06 main:574] : INFO : Epoch 1809 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 2142.74 ms [2021-12-02 09:21:08 main:574] : INFO : Epoch 1810 | loss: 0.0312458 | val_loss: 0.0312487 | Time: 2334.1 ms [2021-12-02 09:21:10 main:574] : INFO : Epoch 1811 | loss: 0.0312459 | val_loss: 0.0312476 | Time: 2140.19 ms [2021-12-02 09:21:12 main:574] : INFO : Epoch 1812 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1699.66 ms [2021-12-02 09:21:14 main:574] : INFO : Epoch 1813 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 2126.72 ms [2021-12-02 09:21:17 main:574] : INFO : Epoch 1814 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 2334.3 ms [2021-12-02 09:21:19 main:574] : INFO : Epoch 1815 | loss: 0.0312456 | val_loss: 0.0312468 | Time: 2228.94 ms [2021-12-02 09:21:21 main:574] : INFO : Epoch 1816 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2613.66 ms [2021-12-02 09:21:23 main:574] : INFO : Epoch 1817 | loss: 0.031246 | val_loss: 0.0312476 | Time: 1674.72 ms [2021-12-02 09:21:25 main:574] : INFO : Epoch 1818 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2112.32 ms [2021-12-02 09:21:28 main:574] : INFO : Epoch 1819 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 2333.33 ms [2021-12-02 09:21:30 main:574] : INFO : Epoch 1820 | loss: 0.0312456 | val_loss: 0.031246 | Time: 2096.1 ms [2021-12-02 09:21:32 main:574] : INFO : Epoch 1821 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 1909.93 ms [2021-12-02 09:21:33 main:574] : INFO : Epoch 1822 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 1536.42 ms [2021-12-02 09:21:35 main:574] : INFO : Epoch 1823 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 2134.31 ms [2021-12-02 09:21:38 main:574] : INFO : Epoch 1824 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2304.53 ms [2021-12-02 09:21:40 main:574] : INFO : Epoch 1825 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 2188.28 ms [2021-12-02 09:21:42 main:574] : INFO : Epoch 1826 | loss: 0.0312459 | val_loss: 0.0312493 | Time: 1998.2 ms [2021-12-02 09:21:43 main:574] : INFO : Epoch 1827 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 1505.51 ms [2021-12-02 09:21:45 main:574] : INFO : Epoch 1828 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 2127.43 ms [2021-12-02 09:21:48 main:574] : INFO : Epoch 1829 | loss: 0.0312464 | val_loss: 0.0312482 | Time: 2272.32 ms [2021-12-02 09:21:50 main:574] : INFO : Epoch 1830 | loss: 0.0312476 | val_loss: 0.0312509 | Time: 2102.85 ms [2021-12-02 09:21:51 main:574] : INFO : Epoch 1831 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 1662.27 ms [2021-12-02 09:21:53 main:574] : INFO : Epoch 1832 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 1693.49 ms [2021-12-02 09:21:55 main:574] : INFO : Epoch 1833 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 2100.27 ms [2021-12-02 09:21:58 main:574] : INFO : Epoch 1834 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 2377.82 ms [2021-12-02 09:22:00 main:574] : INFO : Epoch 1835 | loss: 0.0312461 | val_loss: 0.0312477 | Time: 2076.14 ms [2021-12-02 09:22:02 main:574] : INFO : Epoch 1836 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 1795.57 ms [2021-12-02 09:22:03 main:574] : INFO : Epoch 1837 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 1560.79 ms [2021-12-02 09:22:05 main:574] : INFO : Epoch 1838 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 2019.91 ms [2021-12-02 09:22:07 main:574] : INFO : Epoch 1839 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2354.36 ms [2021-12-02 09:22:10 main:574] : INFO : Epoch 1840 | loss: 0.0312456 | val_loss: 0.031246 | Time: 2106.44 ms [2021-12-02 09:22:12 main:574] : INFO : Epoch 1841 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 2037.67 ms [2021-12-02 09:22:13 main:574] : INFO : Epoch 1842 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 1524.54 ms [2021-12-02 09:22:15 main:574] : INFO : Epoch 1843 | loss: 0.0312455 | val_loss: 0.0312467 | Time: 2087.41 ms [2021-12-02 09:22:18 main:574] : INFO : Epoch 1844 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 2287.67 ms [2021-12-02 09:22:20 main:574] : INFO : Epoch 1845 | loss: 0.0312468 | val_loss: 0.0312472 | Time: 2112.45 ms [2021-12-02 09:22:22 main:574] : INFO : Epoch 1846 | loss: 0.0312456 | val_loss: 0.031246 | Time: 2065.1 ms [2021-12-02 09:22:23 main:574] : INFO : Epoch 1847 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1496.61 ms [2021-12-02 09:22:25 main:574] : INFO : Epoch 1848 | loss: 0.0312463 | val_loss: 0.0312487 | Time: 2124.21 ms [2021-12-02 09:22:29 main:574] : INFO : Epoch 1849 | loss: 0.0312469 | val_loss: 0.031249 | Time: 3249.05 ms [2021-12-02 09:22:31 main:574] : INFO : Epoch 1850 | loss: 0.031248 | val_loss: 0.0312471 | Time: 2125.52 ms [2021-12-02 09:22:32 main:574] : INFO : Epoch 1851 | loss: 0.0312476 | val_loss: 0.0312489 | Time: 1590.02 ms [2021-12-02 09:22:34 main:574] : INFO : Epoch 1852 | loss: 0.031247 | val_loss: 0.0312464 | Time: 1893.41 ms [2021-12-02 09:22:37 main:574] : INFO : Epoch 1853 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2425.37 ms [2021-12-02 09:22:39 main:574] : INFO : Epoch 1854 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 2068.31 ms [2021-12-02 09:22:41 main:574] : INFO : Epoch 1855 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 2102.21 ms [2021-12-02 09:22:42 main:574] : INFO : Epoch 1856 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 1615.95 ms [2021-12-02 09:22:44 main:574] : INFO : Epoch 1857 | loss: 0.031246 | val_loss: 0.0312461 | Time: 1879.47 ms [2021-12-02 09:22:47 main:574] : INFO : Epoch 1858 | loss: 0.0312461 | val_loss: 0.0312474 | Time: 2308.36 ms [2021-12-02 09:22:49 main:574] : INFO : Epoch 1859 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2081.29 ms [2021-12-02 09:22:51 main:574] : INFO : Epoch 1860 | loss: 0.0312457 | val_loss: 0.0312474 | Time: 2128.37 ms [2021-12-02 09:22:52 main:574] : INFO : Epoch 1861 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1494.43 ms [2021-12-02 09:22:54 main:574] : INFO : Epoch 1862 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 2095.07 ms [2021-12-02 09:22:57 main:574] : INFO : Epoch 1863 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 2326.39 ms [2021-12-02 09:22:59 main:574] : INFO : Epoch 1864 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2071.06 ms [2021-12-02 09:23:01 main:574] : INFO : Epoch 1865 | loss: 0.0312461 | val_loss: 0.0312495 | Time: 2251.27 ms [2021-12-02 09:23:02 main:574] : INFO : Epoch 1866 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1337.94 ms [2021-12-02 09:23:05 main:574] : INFO : Epoch 1867 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2089.04 ms [2021-12-02 09:23:07 main:574] : INFO : Epoch 1868 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 2303.69 ms [2021-12-02 09:23:09 main:574] : INFO : Epoch 1869 | loss: 0.0312458 | val_loss: 0.031246 | Time: 2069.87 ms [2021-12-02 09:23:11 main:574] : INFO : Epoch 1870 | loss: 0.0312459 | val_loss: 0.0312484 | Time: 2256.33 ms [2021-12-02 09:23:13 main:574] : INFO : Epoch 1871 | loss: 0.031246 | val_loss: 0.0312462 | Time: 1321.21 ms [2021-12-02 09:23:15 main:574] : INFO : Epoch 1872 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 2073.43 ms [2021-12-02 09:23:17 main:574] : INFO : Epoch 1873 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 2296.61 ms [2021-12-02 09:23:19 main:574] : INFO : Epoch 1874 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2065.03 ms [2021-12-02 09:23:21 main:574] : INFO : Epoch 1875 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2264.3 ms [2021-12-02 09:23:23 main:574] : INFO : Epoch 1876 | loss: 0.031246 | val_loss: 0.0312461 | Time: 1453.61 ms [2021-12-02 09:23:25 main:574] : INFO : Epoch 1877 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 2093.76 ms [2021-12-02 09:23:27 main:574] : INFO : Epoch 1878 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2332.41 ms [2021-12-02 09:23:29 main:574] : INFO : Epoch 1879 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2139.95 ms [2021-12-02 09:23:32 main:574] : INFO : Epoch 1880 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2208.23 ms [2021-12-02 09:23:33 main:574] : INFO : Epoch 1881 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 1381.61 ms [2021-12-02 09:23:35 main:574] : INFO : Epoch 1882 | loss: 0.0312463 | val_loss: 0.0312483 | Time: 2026.21 ms [2021-12-02 09:23:37 main:574] : INFO : Epoch 1883 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 2321.66 ms [2021-12-02 09:23:39 main:574] : INFO : Epoch 1884 | loss: 0.0312458 | val_loss: 0.031246 | Time: 2157.87 ms [2021-12-02 09:23:41 main:574] : INFO : Epoch 1885 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2060.93 ms [2021-12-02 09:23:43 main:574] : INFO : Epoch 1886 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 1430.73 ms [2021-12-02 09:23:45 main:574] : INFO : Epoch 1887 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 2097.47 ms [2021-12-02 09:23:47 main:574] : INFO : Epoch 1888 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 2386.23 ms [2021-12-02 09:23:50 main:574] : INFO : Epoch 1889 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2144.34 ms [2021-12-02 09:23:52 main:574] : INFO : Epoch 1890 | loss: 0.0312459 | val_loss: 0.031247 | Time: 2017.77 ms [2021-12-02 09:23:53 main:574] : INFO : Epoch 1891 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 1561.04 ms [2021-12-02 09:23:55 main:574] : INFO : Epoch 1892 | loss: 0.0312462 | val_loss: 0.031247 | Time: 2109.23 ms [2021-12-02 09:23:58 main:574] : INFO : Epoch 1893 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2358.65 ms [2021-12-02 09:24:00 main:574] : INFO : Epoch 1894 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 2139.32 ms [2021-12-02 09:24:02 main:574] : INFO : Epoch 1895 | loss: 0.0312466 | val_loss: 0.0312484 | Time: 1933.87 ms [2021-12-02 09:24:03 main:574] : INFO : Epoch 1896 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1363.6 ms [2021-12-02 09:24:05 main:574] : INFO : Epoch 1897 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 2298.11 ms [2021-12-02 09:24:08 main:574] : INFO : Epoch 1898 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2465.63 ms [2021-12-02 09:24:10 main:574] : INFO : Epoch 1899 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2226.59 ms [2021-12-02 09:24:13 main:574] : INFO : Epoch 1900 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 3066.1 ms [2021-12-02 09:24:15 main:574] : INFO : Epoch 1901 | loss: 0.0312466 | val_loss: 0.0312473 | Time: 2235.35 ms [2021-12-02 09:24:18 main:574] : INFO : Epoch 1902 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2527.28 ms [2021-12-02 09:24:20 main:574] : INFO : Epoch 1903 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 2230.79 ms [2021-12-02 09:24:22 main:574] : INFO : Epoch 1904 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1906.12 ms [2021-12-02 09:24:24 main:574] : INFO : Epoch 1905 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 1916.04 ms [2021-12-02 09:24:27 main:574] : INFO : Epoch 1906 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2626.77 ms [2021-12-02 09:24:29 main:574] : INFO : Epoch 1907 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 2291.68 ms [2021-12-02 09:24:31 main:574] : INFO : Epoch 1908 | loss: 0.0312466 | val_loss: 0.0312506 | Time: 2354.45 ms [2021-12-02 09:24:33 main:574] : INFO : Epoch 1909 | loss: 0.0312465 | val_loss: 0.031246 | Time: 1376.8 ms [2021-12-02 09:24:35 main:574] : INFO : Epoch 1910 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2142.47 ms [2021-12-02 09:24:37 main:574] : INFO : Epoch 1911 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2366.38 ms [2021-12-02 09:24:39 main:574] : INFO : Epoch 1912 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 2133.71 ms [2021-12-02 09:24:42 main:574] : INFO : Epoch 1913 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 2184.85 ms [2021-12-02 09:24:43 main:574] : INFO : Epoch 1914 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1425.13 ms [2021-12-02 09:24:45 main:574] : INFO : Epoch 1915 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2127.39 ms [2021-12-02 09:24:47 main:574] : INFO : Epoch 1916 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2385.78 ms [2021-12-02 09:24:50 main:574] : INFO : Epoch 1917 | loss: 0.0312464 | val_loss: 0.031248 | Time: 2066.57 ms [2021-12-02 09:24:52 main:574] : INFO : Epoch 1918 | loss: 0.031247 | val_loss: 0.0312466 | Time: 2108.99 ms [2021-12-02 09:24:53 main:574] : INFO : Epoch 1919 | loss: 0.0312459 | val_loss: 0.031247 | Time: 1498.48 ms [2021-12-02 09:24:55 main:574] : INFO : Epoch 1920 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2105.84 ms [2021-12-02 09:24:58 main:574] : INFO : Epoch 1921 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 2311.98 ms [2021-12-02 09:25:00 main:574] : INFO : Epoch 1922 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2122.44 ms [2021-12-02 09:25:02 main:574] : INFO : Epoch 1923 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2115.58 ms [2021-12-02 09:25:03 main:574] : INFO : Epoch 1924 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 1481.42 ms [2021-12-02 09:25:05 main:574] : INFO : Epoch 1925 | loss: 0.0312456 | val_loss: 0.031246 | Time: 2132.69 ms [2021-12-02 09:25:08 main:574] : INFO : Epoch 1926 | loss: 0.031246 | val_loss: 0.0312492 | Time: 2335.77 ms [2021-12-02 09:25:10 main:574] : INFO : Epoch 1927 | loss: 0.0312477 | val_loss: 0.0312463 | Time: 2118.69 ms [2021-12-02 09:25:12 main:574] : INFO : Epoch 1928 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 2128.24 ms [2021-12-02 09:25:14 main:574] : INFO : Epoch 1929 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1530.28 ms [2021-12-02 09:25:17 main:574] : INFO : Epoch 1930 | loss: 0.031246 | val_loss: 0.0312459 | Time: 3088.64 ms [2021-12-02 09:25:19 main:574] : INFO : Epoch 1931 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2144.04 ms [2021-12-02 09:25:21 main:574] : INFO : Epoch 1932 | loss: 0.031247 | val_loss: 0.0312464 | Time: 2106.61 ms [2021-12-02 09:25:23 main:574] : INFO : Epoch 1933 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1787.03 ms [2021-12-02 09:25:25 main:574] : INFO : Epoch 1934 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1841.56 ms [2021-12-02 09:25:27 main:574] : INFO : Epoch 1935 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 2303.99 ms [2021-12-02 09:25:29 main:574] : INFO : Epoch 1936 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 2100.98 ms [2021-12-02 09:25:31 main:574] : INFO : Epoch 1937 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2223.83 ms [2021-12-02 09:25:33 main:574] : INFO : Epoch 1938 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 1513.5 ms [2021-12-02 09:25:35 main:574] : INFO : Epoch 1939 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 2003.6 ms [2021-12-02 09:25:37 main:574] : INFO : Epoch 1940 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 2375.24 ms [2021-12-02 09:25:39 main:574] : INFO : Epoch 1941 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2103.29 ms [2021-12-02 09:25:42 main:574] : INFO : Epoch 1942 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2321.29 ms [2021-12-02 09:25:43 main:574] : INFO : Epoch 1943 | loss: 0.0312455 | val_loss: 0.031246 | Time: 1403.32 ms [2021-12-02 09:25:46 main:574] : INFO : Epoch 1944 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 3239.74 ms [2021-12-02 09:25:48 main:574] : INFO : Epoch 1945 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 2233.15 ms [2021-12-02 09:25:51 main:574] : INFO : Epoch 1946 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 2232.18 ms [2021-12-02 09:25:53 main:574] : INFO : Epoch 1947 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1951.25 ms [2021-12-02 09:25:54 main:574] : INFO : Epoch 1948 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1738.03 ms [2021-12-02 09:25:57 main:574] : INFO : Epoch 1949 | loss: 0.0312478 | val_loss: 0.031249 | Time: 2339.35 ms [2021-12-02 09:25:59 main:574] : INFO : Epoch 1950 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 2080.84 ms [2021-12-02 09:26:01 main:574] : INFO : Epoch 1951 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2138.5 ms [2021-12-02 09:26:03 main:574] : INFO : Epoch 1952 | loss: 0.0312459 | val_loss: 0.0312481 | Time: 1640.33 ms [2021-12-02 09:26:05 main:574] : INFO : Epoch 1953 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2066.7 ms [2021-12-02 09:26:07 main:574] : INFO : Epoch 1954 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 2320.06 ms [2021-12-02 09:26:09 main:574] : INFO : Epoch 1955 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 2089.55 ms [2021-12-02 09:26:11 main:574] : INFO : Epoch 1956 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2332.53 ms [2021-12-02 09:26:13 main:574] : INFO : Epoch 1957 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 1312.22 ms [2021-12-02 09:26:15 main:574] : INFO : Epoch 1958 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 2033.11 ms [2021-12-02 09:26:17 main:574] : INFO : Epoch 1959 | loss: 0.031247 | val_loss: 0.0312461 | Time: 2353.13 ms [2021-12-02 09:26:19 main:574] : INFO : Epoch 1960 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2092.38 ms [2021-12-02 09:26:21 main:574] : INFO : Epoch 1961 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 2113.43 ms [2021-12-02 09:26:23 main:574] : INFO : Epoch 1962 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 1625.78 ms [2021-12-02 09:26:25 main:574] : INFO : Epoch 1963 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 1896.64 ms [2021-12-02 09:26:27 main:574] : INFO : Epoch 1964 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 2468.6 ms [2021-12-02 09:26:30 main:574] : INFO : Epoch 1965 | loss: 0.0312455 | val_loss: 0.031246 | Time: 2148.62 ms [2021-12-02 09:26:32 main:574] : INFO : Epoch 1966 | loss: 0.0312457 | val_loss: 0.031246 | Time: 2220.92 ms [2021-12-02 09:26:33 main:574] : INFO : Epoch 1967 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 1383.36 ms [2021-12-02 09:26:35 main:574] : INFO : Epoch 1968 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 1996.8 ms [2021-12-02 09:26:37 main:574] : INFO : Epoch 1969 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2288 ms [2021-12-02 09:26:40 main:574] : INFO : Epoch 1970 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 2084.97 ms [2021-12-02 09:26:42 main:574] : INFO : Epoch 1971 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2312.07 ms [2021-12-02 09:26:43 main:574] : INFO : Epoch 1972 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 1505.6 ms [2021-12-02 09:26:45 main:574] : INFO : Epoch 1973 | loss: 0.031246 | val_loss: 0.0312476 | Time: 2126.44 ms [2021-12-02 09:26:48 main:574] : INFO : Epoch 1974 | loss: 0.0312467 | val_loss: 0.0312479 | Time: 2276.55 ms [2021-12-02 09:26:50 main:574] : INFO : Epoch 1975 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 2114.07 ms [2021-12-02 09:26:52 main:574] : INFO : Epoch 1976 | loss: 0.0312464 | val_loss: 0.0312511 | Time: 2188.71 ms [2021-12-02 09:26:53 main:574] : INFO : Epoch 1977 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1362.18 ms [2021-12-02 09:26:56 main:574] : INFO : Epoch 1978 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 2086.02 ms [2021-12-02 09:26:58 main:574] : INFO : Epoch 1979 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 2032.64 ms [2021-12-02 09:27:00 main:574] : INFO : Epoch 1980 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 2221.81 ms [2021-12-02 09:27:02 main:574] : INFO : Epoch 1981 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2269.71 ms [2021-12-02 09:27:03 main:574] : INFO : Epoch 1982 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 1381.7 ms [2021-12-02 09:27:06 main:574] : INFO : Epoch 1983 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2100.83 ms [2021-12-02 09:27:08 main:574] : INFO : Epoch 1984 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2190.41 ms [2021-12-02 09:27:10 main:574] : INFO : Epoch 1985 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2082.57 ms [2021-12-02 09:27:12 main:574] : INFO : Epoch 1986 | loss: 0.031246 | val_loss: 0.0312482 | Time: 2134.59 ms [2021-12-02 09:27:13 main:574] : INFO : Epoch 1987 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 1473.94 ms [2021-12-02 09:27:16 main:574] : INFO : Epoch 1988 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 2069.3 ms [2021-12-02 09:27:18 main:574] : INFO : Epoch 1989 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2246.07 ms [2021-12-02 09:27:20 main:574] : INFO : Epoch 1990 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2067.8 ms [2021-12-02 09:27:22 main:574] : INFO : Epoch 1991 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 2132.59 ms [2021-12-02 09:27:23 main:574] : INFO : Epoch 1992 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 1494.79 ms [2021-12-02 09:27:26 main:574] : INFO : Epoch 1993 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 2108.14 ms [2021-12-02 09:27:28 main:574] : INFO : Epoch 1994 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 2270.46 ms [2021-12-02 09:27:30 main:574] : INFO : Epoch 1995 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2035.96 ms [2021-12-02 09:27:32 main:574] : INFO : Epoch 1996 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 2230.47 ms [2021-12-02 09:27:33 main:574] : INFO : Epoch 1997 | loss: 0.0312466 | val_loss: 0.0312506 | Time: 1284.97 ms [2021-12-02 09:27:36 main:574] : INFO : Epoch 1998 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 2190.38 ms [2021-12-02 09:27:38 main:574] : INFO : Epoch 1999 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 2321.07 ms [2021-12-02 09:27:40 main:574] : INFO : Epoch 2000 | loss: 0.0312468 | val_loss: 0.0312485 | Time: 2095.34 ms [2021-12-02 09:27:42 main:574] : INFO : Epoch 2001 | loss: 0.0312467 | val_loss: 0.031246 | Time: 2181.16 ms [2021-12-02 09:27:44 main:574] : INFO : Epoch 2002 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 1356.79 ms [2021-12-02 09:27:46 main:574] : INFO : Epoch 2003 | loss: 0.031246 | val_loss: 0.0312469 | Time: 2227.57 ms [2021-12-02 09:27:48 main:574] : INFO : Epoch 2004 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 2239 ms [2021-12-02 09:27:50 main:574] : INFO : Epoch 2005 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2130.16 ms [2021-12-02 09:27:52 main:574] : INFO : Epoch 2006 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 2096.51 ms [2021-12-02 09:27:54 main:574] : INFO : Epoch 2007 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1327.34 ms [2021-12-02 09:27:56 main:574] : INFO : Epoch 2008 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 2122.79 ms [2021-12-02 09:27:58 main:574] : INFO : Epoch 2009 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2275.13 ms [2021-12-02 09:28:00 main:574] : INFO : Epoch 2010 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2145.57 ms [2021-12-02 09:28:02 main:574] : INFO : Epoch 2011 | loss: 0.031246 | val_loss: 0.0312469 | Time: 2048.62 ms [2021-12-02 09:28:04 main:574] : INFO : Epoch 2012 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1473.86 ms [2021-12-02 09:28:07 main:574] : INFO : Epoch 2013 | loss: 0.0312469 | val_loss: 0.031247 | Time: 3376.86 ms [2021-12-02 09:28:09 main:574] : INFO : Epoch 2014 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 2079.66 ms [2021-12-02 09:28:11 main:574] : INFO : Epoch 2015 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2302.28 ms [2021-12-02 09:28:13 main:574] : INFO : Epoch 2016 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 1477.35 ms [2021-12-02 09:28:15 main:574] : INFO : Epoch 2017 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1967.92 ms [2021-12-02 09:28:17 main:574] : INFO : Epoch 2018 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2290.27 ms [2021-12-02 09:28:19 main:574] : INFO : Epoch 2019 | loss: 0.031246 | val_loss: 0.0312465 | Time: 2065.5 ms [2021-12-02 09:28:22 main:574] : INFO : Epoch 2020 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2340.87 ms [2021-12-02 09:28:23 main:574] : INFO : Epoch 2021 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 1502.81 ms [2021-12-02 09:28:25 main:574] : INFO : Epoch 2022 | loss: 0.031246 | val_loss: 0.0312471 | Time: 1859.08 ms [2021-12-02 09:28:27 main:574] : INFO : Epoch 2023 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 2320.75 ms [2021-12-02 09:28:29 main:574] : INFO : Epoch 2024 | loss: 0.0312462 | val_loss: 0.031246 | Time: 2098.1 ms [2021-12-02 09:28:32 main:574] : INFO : Epoch 2025 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2300 ms [2021-12-02 09:28:33 main:574] : INFO : Epoch 2026 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1547.75 ms [2021-12-02 09:28:35 main:574] : INFO : Epoch 2027 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 1880.56 ms [2021-12-02 09:28:37 main:574] : INFO : Epoch 2028 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 2278.81 ms [2021-12-02 09:28:40 main:574] : INFO : Epoch 2029 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 2197.4 ms [2021-12-02 09:28:42 main:574] : INFO : Epoch 2030 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 2264.94 ms [2021-12-02 09:28:43 main:574] : INFO : Epoch 2031 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 1374.94 ms [2021-12-02 09:28:45 main:574] : INFO : Epoch 2032 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 1938.12 ms [2021-12-02 09:28:47 main:574] : INFO : Epoch 2033 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2206.54 ms [2021-12-02 09:28:50 main:574] : INFO : Epoch 2034 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2064.61 ms [2021-12-02 09:28:52 main:574] : INFO : Epoch 2035 | loss: 0.0312463 | val_loss: 0.031246 | Time: 2261.15 ms [2021-12-02 09:28:53 main:574] : INFO : Epoch 2036 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 1310.46 ms [2021-12-02 09:28:55 main:574] : INFO : Epoch 2037 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2152.01 ms [2021-12-02 09:28:57 main:574] : INFO : Epoch 2038 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 2189.93 ms [2021-12-02 09:29:00 main:574] : INFO : Epoch 2039 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2134.27 ms [2021-12-02 09:29:02 main:574] : INFO : Epoch 2040 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 2061.2 ms [2021-12-02 09:29:03 main:574] : INFO : Epoch 2041 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 1467.99 ms [2021-12-02 09:29:05 main:574] : INFO : Epoch 2042 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2068.34 ms [2021-12-02 09:29:07 main:574] : INFO : Epoch 2043 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2257.59 ms [2021-12-02 09:29:10 main:574] : INFO : Epoch 2044 | loss: 0.0312459 | val_loss: 0.0312521 | Time: 2167.61 ms [2021-12-02 09:29:12 main:574] : INFO : Epoch 2045 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 2251.97 ms [2021-12-02 09:29:13 main:574] : INFO : Epoch 2046 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1391.51 ms [2021-12-02 09:29:15 main:574] : INFO : Epoch 2047 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1926.99 ms [2021-12-02 09:29:17 main:574] : INFO : Epoch 2048 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 2240.97 ms [2021-12-02 09:29:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312468 [2021-12-02 09:29:17 main:603] : INFO : Saving end state to config to file [2021-12-02 09:29:18 main:608] : INFO : Success, exiting.. 09:29:18 (17768): 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)