Task 14619092
| Name | ParityModified-1647045437-9190-3-0_3 |
| Workunit | 11638945 |
| Created | 13 Apr 2022, 6:05:13 UTC |
| Sent | 13 Apr 2022, 6:05:22 UTC |
| Report deadline | 21 Apr 2022, 6:05:22 UTC |
| Received | 13 Apr 2022, 7:22:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 16 min 40 sec |
| CPU time | 1 hours 4 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2227.27 ms [2022-04-13 01:03:14 main:574] : INFO : Epoch 1543 | loss: 0.031249 | val_loss: 0.0312492 | Time: 2224.02 ms [2022-04-13 01:03:16 main:574] : INFO : Epoch 1544 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 2217.72 ms [2022-04-13 01:03:18 main:574] : INFO : Epoch 1545 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2212.47 ms [2022-04-13 01:03:20 main:574] : INFO : Epoch 1546 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2221.8 ms [2022-04-13 01:03:22 main:574] : INFO : Epoch 1547 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 2258.79 ms [2022-04-13 01:03:25 main:574] : INFO : Epoch 1548 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 2243.79 ms [2022-04-13 01:03:27 main:574] : INFO : Epoch 1549 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 2224.27 ms [2022-04-13 01:03:29 main:574] : INFO : Epoch 1550 | loss: 0.031249 | val_loss: 0.031249 | Time: 2208.82 ms [2022-04-13 01:03:31 main:574] : INFO : Epoch 1551 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 2215.56 ms [2022-04-13 01:03:34 main:574] : INFO : Epoch 1552 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2233.13 ms [2022-04-13 01:03:36 main:574] : INFO : Epoch 1553 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 2252.81 ms [2022-04-13 01:03:38 main:574] : INFO : Epoch 1554 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2200.81 ms [2022-04-13 01:03:40 main:574] : INFO : Epoch 1555 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 2226.42 ms [2022-04-13 01:03:43 main:574] : INFO : Epoch 1556 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 2233.06 ms [2022-04-13 01:03:45 main:574] : INFO : Epoch 1557 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 2221.13 ms [2022-04-13 01:03:47 main:574] : INFO : Epoch 1558 | loss: 0.0312485 | val_loss: 0.031249 | Time: 2247.46 ms [2022-04-13 01:03:49 main:574] : INFO : Epoch 1559 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 2252.48 ms [2022-04-13 01:03:52 main:574] : INFO : Epoch 1560 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 2244.39 ms [2022-04-13 01:03:54 main:574] : INFO : Epoch 1561 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2240.92 ms [2022-04-13 01:03:56 main:574] : INFO : Epoch 1562 | loss: 0.031248 | val_loss: 0.0312483 | Time: 2231.99 ms [2022-04-13 01:03:59 main:574] : INFO : Epoch 1563 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 2520.18 ms [2022-04-13 01:04:01 main:574] : INFO : Epoch 1564 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 2325.25 ms [2022-04-13 01:04:03 main:574] : INFO : Epoch 1565 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 2311.81 ms [2022-04-13 01:04:06 main:574] : INFO : Epoch 1566 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2315.93 ms [2022-04-13 01:04:08 main:574] : INFO : Epoch 1567 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 2299.65 ms [2022-04-13 01:04:10 main:574] : INFO : Epoch 1568 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2342.13 ms [2022-04-13 01:04:12 main:574] : INFO : Epoch 1569 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2243.47 ms [2022-04-13 01:04:15 main:574] : INFO : Epoch 1570 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 2208.43 ms [2022-04-13 01:04:17 main:574] : INFO : Epoch 1571 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 2195.71 ms [2022-04-13 01:04:19 main:574] : INFO : Epoch 1572 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 2279.16 ms [2022-04-13 01:04:21 main:574] : INFO : Epoch 1573 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 2263.08 ms [2022-04-13 01:04:24 main:574] : INFO : Epoch 1574 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 2245.18 ms [2022-04-13 01:04:26 main:574] : INFO : Epoch 1575 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 2238.91 ms [2022-04-13 01:04:28 main:574] : INFO : Epoch 1576 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 2218.11 ms [2022-04-13 01:04:30 main:574] : INFO : Epoch 1577 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 2242.8 ms [2022-04-13 01:04:33 main:574] : INFO : Epoch 1578 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 2247.76 ms [2022-04-13 01:04:35 main:574] : INFO : Epoch 1579 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2226.97 ms [2022-04-13 01:04:37 main:574] : INFO : Epoch 1580 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 2252.65 ms [2022-04-13 01:04:39 main:574] : INFO : Epoch 1581 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 2230.47 ms [2022-04-13 01:04:42 main:574] : INFO : Epoch 1582 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 2224.53 ms [2022-04-13 01:04:44 main:574] : INFO : Epoch 1583 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 2240.34 ms [2022-04-13 01:04:46 main:574] : INFO : Epoch 1584 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 2231.36 ms [2022-04-13 01:04:49 main:574] : INFO : Epoch 1585 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 2260.72 ms [2022-04-13 01:04:51 main:574] : INFO : Epoch 1586 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2312.13 ms [2022-04-13 01:04:53 main:574] : INFO : Epoch 1587 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 2189.34 ms [2022-04-13 01:04:55 main:574] : INFO : Epoch 1588 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 2219.04 ms [2022-04-13 01:04:57 main:574] : INFO : Epoch 1589 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 2218.79 ms [2022-04-13 01:05:00 main:574] : INFO : Epoch 1590 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 2220.2 ms [2022-04-13 01:05:02 main:574] : INFO : Epoch 1591 | loss: 0.0312473 | val_loss: 0.0312482 | Time: 2231.65 ms [2022-04-13 01:05:04 main:574] : INFO : Epoch 1592 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2196.59 ms [2022-04-13 01:05:06 main:574] : INFO : Epoch 1593 | loss: 0.031247 | val_loss: 0.031247 | Time: 2170.06 ms [2022-04-13 01:05:09 main:574] : INFO : Epoch 1594 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 2300.84 ms [2022-04-13 01:05:11 main:574] : INFO : Epoch 1595 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2206.15 ms [2022-04-13 01:05:13 main:574] : INFO : Epoch 1596 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 2204.95 ms [2022-04-13 01:05:15 main:574] : INFO : Epoch 1597 | loss: 0.031247 | val_loss: 0.0312468 | Time: 2282.3 ms [2022-04-13 01:05:18 main:574] : INFO : Epoch 1598 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 2247.61 ms [2022-04-13 01:05:20 main:574] : INFO : Epoch 1599 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 2243.91 ms [2022-04-13 01:05:22 main:574] : INFO : Epoch 1600 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2230.29 ms [2022-04-13 01:05:24 main:574] : INFO : Epoch 1601 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 2208.06 ms [2022-04-13 01:05:27 main:574] : INFO : Epoch 1602 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 2235.95 ms [2022-04-13 01:05:29 main:574] : INFO : Epoch 1603 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 2230.27 ms [2022-04-13 01:05:31 main:574] : INFO : Epoch 1604 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 2175.71 ms [2022-04-13 01:05:33 main:574] : INFO : Epoch 1605 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 2265.18 ms [2022-04-13 01:05:36 main:574] : INFO : Epoch 1606 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 2231.65 ms [2022-04-13 01:05:38 main:574] : INFO : Epoch 1607 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 2221.27 ms [2022-04-13 01:05:40 main:574] : INFO : Epoch 1608 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 2231.01 ms [2022-04-13 01:05:42 main:574] : INFO : Epoch 1609 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 2185.56 ms [2022-04-13 01:05:44 main:574] : INFO : Epoch 1610 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2214.54 ms [2022-04-13 01:05:47 main:574] : INFO : Epoch 1611 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 2258.71 ms [2022-04-13 01:05:49 main:574] : INFO : Epoch 1612 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 2232.59 ms [2022-04-13 01:05:51 main:574] : INFO : Epoch 1613 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2237.54 ms [2022-04-13 01:05:54 main:574] : INFO : Epoch 1614 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2220.06 ms [2022-04-13 01:05:56 main:574] : INFO : Epoch 1615 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 2256.37 ms [2022-04-13 01:05:58 main:574] : INFO : Epoch 1616 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 2222.92 ms [2022-04-13 01:06:00 main:574] : INFO : Epoch 1617 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 2255.67 ms [2022-04-13 01:06:03 main:574] : INFO : Epoch 1618 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2218.67 ms [2022-04-13 01:06:05 main:574] : INFO : Epoch 1619 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2238.92 ms [2022-04-13 01:06:07 main:574] : INFO : Epoch 1620 | loss: 0.0312468 | val_loss: 0.031247 | Time: 2252.54 ms [2022-04-13 01:06:09 main:574] : INFO : Epoch 1621 | loss: 0.031247 | val_loss: 0.0312463 | Time: 2215.78 ms [2022-04-13 01:06:12 main:574] : INFO : Epoch 1622 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2255.55 ms [2022-04-13 01:06:14 main:574] : INFO : Epoch 1623 | loss: 0.031247 | val_loss: 0.0312476 | Time: 2241.09 ms [2022-04-13 01:06:16 main:574] : INFO : Epoch 1624 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2240.63 ms [2022-04-13 01:06:18 main:574] : INFO : Epoch 1625 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2305.28 ms [2022-04-13 01:06:21 main:574] : INFO : Epoch 1626 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2230.64 ms [2022-04-13 01:06:23 main:574] : INFO : Epoch 1627 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 2252.68 ms [2022-04-13 01:06:25 main:574] : INFO : Epoch 1628 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2187.23 ms [2022-04-13 01:06:27 main:574] : INFO : Epoch 1629 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2218.92 ms [2022-04-13 01:06:29 main:574] : INFO : Epoch 1630 | loss: 0.031246 | val_loss: 0.031246 | Time: 2211.89 ms [2022-04-13 01:06:32 main:574] : INFO : Epoch 1631 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2290.24 ms [2022-04-13 01:06:34 main:574] : INFO : Epoch 1632 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 2213.29 ms [2022-04-13 01:06:36 main:574] : INFO : Epoch 1633 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2265.93 ms [2022-04-13 01:06:39 main:574] : INFO : Epoch 1634 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2287.77 ms [2022-04-13 01:06:41 main:574] : INFO : Epoch 1635 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2258.67 ms [2022-04-13 01:06:43 main:574] : INFO : Epoch 1636 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2191.86 ms [2022-04-13 01:06:45 main:574] : INFO : Epoch 1637 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2208.94 ms [2022-04-13 01:06:48 main:574] : INFO : Epoch 1638 | loss: 0.031246 | val_loss: 0.0312472 | Time: 2256.27 ms [2022-04-13 01:06:50 main:574] : INFO : Epoch 1639 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 2227.96 ms [2022-04-13 01:06:52 main:574] : INFO : Epoch 1640 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2298.76 ms [2022-04-13 01:06:54 main:574] : INFO : Epoch 1641 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 2218.97 ms [2022-04-13 01:06:57 main:574] : INFO : Epoch 1642 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2289.34 ms [2022-04-13 01:06:59 main:574] : INFO : Epoch 1643 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2237.89 ms [2022-04-13 01:07:01 main:574] : INFO : Epoch 1644 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2237.07 ms [2022-04-13 01:07:03 main:574] : INFO : Epoch 1645 | loss: 0.0312458 | val_loss: 0.031247 | Time: 2229.73 ms [2022-04-13 01:07:06 main:574] : INFO : Epoch 1646 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2219.78 ms [2022-04-13 01:07:08 main:574] : INFO : Epoch 1647 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2264.81 ms [2022-04-13 01:07:10 main:574] : INFO : Epoch 1648 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2238.85 ms [2022-04-13 01:07:12 main:574] : INFO : Epoch 1649 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2264.07 ms [2022-04-13 01:07:15 main:574] : INFO : Epoch 1650 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2223.26 ms [2022-04-13 01:07:17 main:574] : INFO : Epoch 1651 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2210.54 ms [2022-04-13 01:07:19 main:574] : INFO : Epoch 1652 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 2214.38 ms [2022-04-13 01:07:21 main:574] : INFO : Epoch 1653 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 2245.58 ms [2022-04-13 01:07:23 main:574] : INFO : Epoch 1654 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 2173.41 ms [2022-04-13 01:07:26 main:574] : INFO : Epoch 1655 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2256.36 ms [2022-04-13 01:07:28 main:574] : INFO : Epoch 1656 | loss: 0.0312459 | val_loss: 0.0312478 | Time: 2231.09 ms [2022-04-13 01:07:30 main:574] : INFO : Epoch 1657 | loss: 0.0312459 | val_loss: 0.031245 | Time: 2242.23 ms [2022-04-13 01:07:32 main:574] : INFO : Epoch 1658 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2209.01 ms [2022-04-13 01:07:35 main:574] : INFO : Epoch 1659 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2209.64 ms [2022-04-13 01:07:37 main:574] : INFO : Epoch 1660 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 2240.38 ms [2022-04-13 01:07:39 main:574] : INFO : Epoch 1661 | loss: 0.0312456 | val_loss: 0.0312474 | Time: 2203.46 ms [2022-04-13 01:07:41 main:574] : INFO : Epoch 1662 | loss: 0.0312456 | val_loss: 0.0312475 | Time: 2261.49 ms [2022-04-13 01:07:44 main:574] : INFO : Epoch 1663 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2226.19 ms [2022-04-13 01:07:46 main:574] : INFO : Epoch 1664 | loss: 0.0312456 | val_loss: 0.031245 | Time: 2222.94 ms [2022-04-13 01:07:48 main:574] : INFO : Epoch 1665 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 2258.45 ms [2022-04-13 01:07:50 main:574] : INFO : Epoch 1666 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2248.02 ms [2022-04-13 01:07:53 main:574] : INFO : Epoch 1667 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2235.18 ms [2022-04-13 01:07:55 main:574] : INFO : Epoch 1668 | loss: 0.0312456 | val_loss: 0.0312452 | Time: 2223.59 ms [2022-04-13 01:07:57 main:574] : INFO : Epoch 1669 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 2201.67 ms [2022-04-13 01:07:59 main:574] : INFO : Epoch 1670 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 2195.83 ms [2022-04-13 01:08:02 main:574] : INFO : Epoch 1671 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 2223.59 ms [2022-04-13 01:08:04 main:574] : INFO : Epoch 1672 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 2262.49 ms [2022-04-13 01:08:06 main:574] : INFO : Epoch 1673 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 2230.46 ms [2022-04-13 01:08:08 main:574] : INFO : Epoch 1674 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 2214.28 ms [2022-04-13 01:08:10 main:574] : INFO : Epoch 1675 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 2215.68 ms [2022-04-13 01:08:13 main:574] : INFO : Epoch 1676 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 2206.6 ms [2022-04-13 01:08:15 main:574] : INFO : Epoch 1677 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 2247.72 ms [2022-04-13 01:08:17 main:574] : INFO : Epoch 1678 | loss: 0.0312453 | val_loss: 0.0312463 | Time: 2212.43 ms [2022-04-13 01:08:19 main:574] : INFO : Epoch 1679 | loss: 0.031246 | val_loss: 0.0312449 | Time: 2202.41 ms [2022-04-13 01:08:22 main:574] : INFO : Epoch 1680 | loss: 0.031246 | val_loss: 0.0312447 | Time: 2256 ms [2022-04-13 01:08:24 main:574] : INFO : Epoch 1681 | loss: 0.0312457 | val_loss: 0.031248 | Time: 2241.03 ms [2022-04-13 01:08:26 main:574] : INFO : Epoch 1682 | loss: 0.0312466 | val_loss: 0.0312447 | Time: 2202.17 ms [2022-04-13 01:08:28 main:574] : INFO : Epoch 1683 | loss: 0.0312464 | val_loss: 0.031245 | Time: 2241.5 ms [2022-04-13 01:08:31 main:574] : INFO : Epoch 1684 | loss: 0.0312452 | val_loss: 0.031247 | Time: 2231.34 ms [2022-04-13 01:08:33 main:574] : INFO : Epoch 1685 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 2221.65 ms [2022-04-13 01:08:35 main:574] : INFO : Epoch 1686 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 2221.49 ms [2022-04-13 01:08:37 main:574] : INFO : Epoch 1687 | loss: 0.031245 | val_loss: 0.0312445 | Time: 2279.39 ms [2022-04-13 01:08:40 main:574] : INFO : Epoch 1688 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 2249.75 ms [2022-04-13 01:08:42 main:574] : INFO : Epoch 1689 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 2248.5 ms [2022-04-13 01:08:44 main:574] : INFO : Epoch 1690 | loss: 0.0312464 | val_loss: 0.0312489 | Time: 2278.66 ms [2022-04-13 01:08:46 main:574] : INFO : Epoch 1691 | loss: 0.0312467 | val_loss: 0.0312444 | Time: 2243.73 ms [2022-04-13 01:08:49 main:574] : INFO : Epoch 1692 | loss: 0.0312449 | val_loss: 0.0312484 | Time: 2242.15 ms [2022-04-13 01:08:51 main:574] : INFO : Epoch 1693 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 2276.58 ms [2022-04-13 01:08:53 main:574] : INFO : Epoch 1694 | loss: 0.0312449 | val_loss: 0.0312474 | Time: 2252.04 ms [2022-04-13 01:08:55 main:574] : INFO : Epoch 1695 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 2210.47 ms [2022-04-13 01:08:58 main:574] : INFO : Epoch 1696 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 2218.44 ms [2022-04-13 01:09:00 main:574] : INFO : Epoch 1697 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 2309.57 ms [2022-04-13 01:09:02 main:574] : INFO : Epoch 1698 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 2197.8 ms [2022-04-13 01:09:04 main:574] : INFO : Epoch 1699 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2236.18 ms [2022-04-13 01:09:07 main:574] : INFO : Epoch 1700 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2255.4 ms [2022-04-13 01:09:09 main:574] : INFO : Epoch 1701 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 2202.76 ms [2022-04-13 01:09:11 main:574] : INFO : Epoch 1702 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 2215.7 ms [2022-04-13 01:09:13 main:574] : INFO : Epoch 1703 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 2223.61 ms [2022-04-13 01:09:16 main:574] : INFO : Epoch 1704 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 2226.65 ms [2022-04-13 01:09:18 main:574] : INFO : Epoch 1705 | loss: 0.0312449 | val_loss: 0.031244 | Time: 2215.26 ms [2022-04-13 01:09:20 main:574] : INFO : Epoch 1706 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2237.31 ms [2022-04-13 01:09:22 main:574] : INFO : Epoch 1707 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 2282.01 ms [2022-04-13 01:09:25 main:574] : INFO : Epoch 1708 | loss: 0.0312452 | val_loss: 0.0312437 | Time: 2223.5 ms [2022-04-13 01:09:27 main:574] : INFO : Epoch 1709 | loss: 0.0312444 | val_loss: 0.0312437 | Time: 2243.51 ms [2022-04-13 01:09:29 main:574] : INFO : Epoch 1710 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 2236.05 ms [2022-04-13 01:09:31 main:574] : INFO : Epoch 1711 | loss: 0.0312449 | val_loss: 0.031244 | Time: 2245.55 ms [2022-04-13 01:09:34 main:574] : INFO : Epoch 1712 | loss: 0.0312446 | val_loss: 0.0312438 | Time: 2238.6 ms [2022-04-13 01:09:36 main:574] : INFO : Epoch 1713 | loss: 0.0312444 | val_loss: 0.0312439 | Time: 2257.55 ms [2022-04-13 01:09:38 main:574] : INFO : Epoch 1714 | loss: 0.0312455 | val_loss: 0.0312438 | Time: 2215.92 ms [2022-04-13 01:09:40 main:574] : INFO : Epoch 1715 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 2232.63 ms [2022-04-13 01:09:42 main:574] : INFO : Epoch 1716 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 2205.45 ms [2022-04-13 01:09:45 main:574] : INFO : Epoch 1717 | loss: 0.031245 | val_loss: 0.0312445 | Time: 2212.96 ms [2022-04-13 01:09:47 main:574] : INFO : Epoch 1718 | loss: 0.0312461 | val_loss: 0.0312436 | Time: 2246.4 ms [2022-04-13 01:09:49 main:574] : INFO : Epoch 1719 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 2256.67 ms [2022-04-13 01:09:52 main:574] : INFO : Epoch 1720 | loss: 0.0312465 | val_loss: 0.0312549 | Time: 2259.56 ms [2022-04-13 01:09:54 main:574] : INFO : Epoch 1721 | loss: 0.0312468 | val_loss: 0.0312442 | Time: 2252.82 ms [2022-04-13 01:09:56 main:574] : INFO : Epoch 1722 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2243.04 ms [2022-04-13 01:09:58 main:574] : INFO : Epoch 1723 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 2210.65 ms [2022-04-13 01:10:01 main:574] : INFO : Epoch 1724 | loss: 0.0312465 | val_loss: 0.031256 | Time: 2239.58 ms [2022-04-13 01:10:03 main:574] : INFO : Epoch 1725 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 2295.91 ms [2022-04-13 01:10:05 main:574] : INFO : Epoch 1726 | loss: 0.0312475 | val_loss: 0.031251 | Time: 2199.13 ms [2022-04-13 01:10:07 main:574] : INFO : Epoch 1727 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 2231.89 ms [2022-04-13 01:10:10 main:574] : INFO : Epoch 1728 | loss: 0.0312447 | val_loss: 0.0312437 | Time: 2265.21 ms [2022-04-13 01:10:12 main:574] : INFO : Epoch 1729 | loss: 0.031245 | val_loss: 0.0312462 | Time: 2190.36 ms [2022-04-13 01:10:14 main:574] : INFO : Epoch 1730 | loss: 0.0312448 | val_loss: 0.0312437 | Time: 2263.4 ms [2022-04-13 01:10:16 main:574] : INFO : Epoch 1731 | loss: 0.031246 | val_loss: 0.0312442 | Time: 2229.7 ms [2022-04-13 01:10:19 main:574] : INFO : Epoch 1732 | loss: 0.0312491 | val_loss: 0.0312473 | Time: 2238.34 ms [2022-04-13 01:10:21 main:574] : INFO : Epoch 1733 | loss: 0.0312486 | val_loss: 0.0312453 | Time: 2290.98 ms [2022-04-13 01:10:23 main:574] : INFO : Epoch 1734 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 2207.74 ms [2022-04-13 01:10:25 main:574] : INFO : Epoch 1735 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 2255.11 ms [2022-04-13 01:10:28 main:574] : INFO : Epoch 1736 | loss: 0.0312444 | val_loss: 0.0312467 | Time: 2242.51 ms [2022-04-13 01:10:30 main:574] : INFO : Epoch 1737 | loss: 0.0312455 | val_loss: 0.0312468 | Time: 2249.37 ms [2022-04-13 01:10:32 main:574] : INFO : Epoch 1738 | loss: 0.0312459 | val_loss: 0.0312442 | Time: 2242.1 ms [2022-04-13 01:10:34 main:574] : INFO : Epoch 1739 | loss: 0.031244 | val_loss: 0.0312435 | Time: 2197.8 ms [2022-04-13 01:10:37 main:574] : INFO : Epoch 1740 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 2250.46 ms [2022-04-13 01:10:39 main:574] : INFO : Epoch 1741 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 2226.66 ms [2022-04-13 01:10:41 main:574] : INFO : Epoch 1742 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 2244.74 ms [2022-04-13 01:10:43 main:574] : INFO : Epoch 1743 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 2267.36 ms [2022-04-13 01:10:46 main:574] : INFO : Epoch 1744 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 2267.98 ms [2022-04-13 01:10:48 main:574] : INFO : Epoch 1745 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 2246.87 ms [2022-04-13 01:10:50 main:574] : INFO : Epoch 1746 | loss: 0.0312448 | val_loss: 0.031246 | Time: 2221.94 ms [2022-04-13 01:10:52 main:574] : INFO : Epoch 1747 | loss: 0.0312444 | val_loss: 0.0312484 | Time: 2196.06 ms [2022-04-13 01:10:55 main:574] : INFO : Epoch 1748 | loss: 0.0312462 | val_loss: 0.0312425 | Time: 2239.21 ms [2022-04-13 01:10:57 main:574] : INFO : Epoch 1749 | loss: 0.0312459 | val_loss: 0.0312502 | Time: 2253.55 ms [2022-04-13 01:10:59 main:574] : INFO : Epoch 1750 | loss: 0.0312459 | val_loss: 0.0312431 | Time: 2226.87 ms [2022-04-13 01:11:01 main:574] : INFO : Epoch 1751 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 2232.59 ms [2022-04-13 01:11:04 main:574] : INFO : Epoch 1752 | loss: 0.0312441 | val_loss: 0.0312487 | Time: 2246.4 ms [2022-04-13 01:11:06 main:574] : INFO : Epoch 1753 | loss: 0.0312447 | val_loss: 0.0312434 | Time: 2203.68 ms [2022-04-13 01:11:08 main:574] : INFO : Epoch 1754 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 2186.7 ms [2022-04-13 01:11:10 main:574] : INFO : Epoch 1755 | loss: 0.0312448 | val_loss: 0.0312424 | Time: 2277.45 ms [2022-04-13 01:11:13 main:574] : INFO : Epoch 1756 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 2271.81 ms [2022-04-13 01:11:15 main:574] : INFO : Epoch 1757 | loss: 0.0312468 | val_loss: 0.0312443 | Time: 2229.36 ms [2022-04-13 01:11:17 main:574] : INFO : Epoch 1758 | loss: 0.0312459 | val_loss: 0.0312503 | Time: 2223.32 ms [2022-04-13 01:11:19 main:574] : INFO : Epoch 1759 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 2240.6 ms [2022-04-13 01:11:22 main:574] : INFO : Epoch 1760 | loss: 0.031247 | val_loss: 0.0312555 | Time: 2240.45 ms [2022-04-13 01:11:24 main:574] : INFO : Epoch 1761 | loss: 0.0312475 | val_loss: 0.0312426 | Time: 2292.48 ms [2022-04-13 01:11:26 main:574] : INFO : Epoch 1762 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2195.56 ms [2022-04-13 01:11:28 main:574] : INFO : Epoch 1763 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 2228.19 ms [2022-04-13 01:11:31 main:574] : INFO : Epoch 1764 | loss: 0.0312456 | val_loss: 0.0312427 | Time: 2261.8 ms [2022-04-13 01:11:33 main:574] : INFO : Epoch 1765 | loss: 0.0312458 | val_loss: 0.031244 | Time: 2226.64 ms [2022-04-13 01:11:35 main:574] : INFO : Epoch 1766 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 2235.41 ms [2022-04-13 01:11:37 main:574] : INFO : Epoch 1767 | loss: 0.0312436 | val_loss: 0.0312426 | Time: 2245.84 ms [2022-04-13 01:11:39 main:574] : INFO : Epoch 1768 | loss: 0.0312429 | val_loss: 0.031242 | Time: 2218.08 ms [2022-04-13 01:11:42 main:574] : INFO : Epoch 1769 | loss: 0.0312437 | val_loss: 0.031243 | Time: 2234.12 ms [2022-04-13 01:11:44 main:574] : INFO : Epoch 1770 | loss: 0.0312448 | val_loss: 0.0312426 | Time: 2215.78 ms [2022-04-13 01:11:46 main:574] : INFO : Epoch 1771 | loss: 0.0312437 | val_loss: 0.0312425 | Time: 2226.68 ms [2022-04-13 01:11:48 main:574] : INFO : Epoch 1772 | loss: 0.0312439 | val_loss: 0.0312426 | Time: 2215.38 ms [2022-04-13 01:11:51 main:574] : INFO : Epoch 1773 | loss: 0.0312432 | val_loss: 0.0312466 | Time: 2244.84 ms [2022-04-13 01:11:53 main:574] : INFO : Epoch 1774 | loss: 0.0312491 | val_loss: 0.0312552 | Time: 2224.29 ms [2022-04-13 01:11:55 main:574] : INFO : Epoch 1775 | loss: 0.031247 | val_loss: 0.0312421 | Time: 2230.47 ms [2022-04-13 01:11:57 main:574] : INFO : Epoch 1776 | loss: 0.0312445 | val_loss: 0.0312423 | Time: 2225.46 ms [2022-04-13 01:12:00 main:574] : INFO : Epoch 1777 | loss: 0.0312434 | val_loss: 0.0312437 | Time: 2229.99 ms [2022-04-13 01:12:02 main:574] : INFO : Epoch 1778 | loss: 0.0312448 | val_loss: 0.0312422 | Time: 2221.97 ms [2022-04-13 01:12:04 main:574] : INFO : Epoch 1779 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 2218.09 ms [2022-04-13 01:12:06 main:574] : INFO : Epoch 1780 | loss: 0.0312447 | val_loss: 0.031243 | Time: 2229.12 ms [2022-04-13 01:12:09 main:574] : INFO : Epoch 1781 | loss: 0.0312434 | val_loss: 0.0312435 | Time: 2248.63 ms [2022-04-13 01:12:11 main:574] : INFO : Epoch 1782 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 2220.97 ms [2022-04-13 01:12:13 main:574] : INFO : Epoch 1783 | loss: 0.0312438 | val_loss: 0.0312447 | Time: 2257.05 ms [2022-04-13 01:12:15 main:574] : INFO : Epoch 1784 | loss: 0.0312449 | val_loss: 0.0312416 | Time: 2216.42 ms [2022-04-13 01:12:18 main:574] : INFO : Epoch 1785 | loss: 0.0312433 | val_loss: 0.0312416 | Time: 2217.87 ms [2022-04-13 01:12:20 main:574] : INFO : Epoch 1786 | loss: 0.0312453 | val_loss: 0.0312421 | Time: 2212.42 ms [2022-04-13 01:12:22 main:574] : INFO : Epoch 1787 | loss: 0.0312434 | val_loss: 0.0312418 | Time: 2232.21 ms [2022-04-13 01:12:24 main:574] : INFO : Epoch 1788 | loss: 0.0312433 | val_loss: 0.031244 | Time: 2218.64 ms [2022-04-13 01:12:27 main:574] : INFO : Epoch 1789 | loss: 0.0312426 | val_loss: 0.0312427 | Time: 2222.55 ms [2022-04-13 01:12:29 main:574] : INFO : Epoch 1790 | loss: 0.031243 | val_loss: 0.0312438 | Time: 2266.99 ms [2022-04-13 01:12:31 main:574] : INFO : Epoch 1791 | loss: 0.0312431 | val_loss: 0.031246 | Time: 2203.48 ms [2022-04-13 01:12:33 main:574] : INFO : Epoch 1792 | loss: 0.0312466 | val_loss: 0.0312493 | Time: 2241.14 ms [2022-04-13 01:12:36 main:574] : INFO : Epoch 1793 | loss: 0.0312456 | val_loss: 0.0312421 | Time: 2277.63 ms [2022-04-13 01:12:38 main:574] : INFO : Epoch 1794 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 2236.34 ms [2022-04-13 01:12:40 main:574] : INFO : Epoch 1795 | loss: 0.0312454 | val_loss: 0.0312442 | Time: 2215.66 ms [2022-04-13 01:12:42 main:574] : INFO : Epoch 1796 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 2235.43 ms [2022-04-13 01:12:45 main:574] : INFO : Epoch 1797 | loss: 0.0312471 | val_loss: 0.0312421 | Time: 2232.52 ms [2022-04-13 01:12:47 main:574] : INFO : Epoch 1798 | loss: 0.0312435 | val_loss: 0.0312441 | Time: 2236.29 ms [2022-04-13 01:12:49 main:574] : INFO : Epoch 1799 | loss: 0.031246 | val_loss: 0.0312434 | Time: 2250.09 ms [2022-04-13 01:12:51 main:574] : INFO : Epoch 1800 | loss: 0.0312469 | val_loss: 0.0312454 | Time: 2210.03 ms [2022-04-13 01:12:54 main:574] : INFO : Epoch 1801 | loss: 0.0312443 | val_loss: 0.0312428 | Time: 2231.91 ms [2022-04-13 01:12:56 main:574] : INFO : Epoch 1802 | loss: 0.0312441 | val_loss: 0.0312425 | Time: 2201.92 ms [2022-04-13 01:12:58 main:574] : INFO : Epoch 1803 | loss: 0.0312441 | val_loss: 0.031243 | Time: 2200.67 ms [2022-04-13 01:13:00 main:574] : INFO : Epoch 1804 | loss: 0.0312439 | val_loss: 0.0312425 | Time: 2195.74 ms [2022-04-13 01:13:02 main:574] : INFO : Epoch 1805 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 2223.83 ms [2022-04-13 01:13:05 main:574] : INFO : Epoch 1806 | loss: 0.0312447 | val_loss: 0.0312428 | Time: 2246.64 ms [2022-04-13 01:13:07 main:574] : INFO : Epoch 1807 | loss: 0.0312453 | val_loss: 0.031244 | Time: 2230.08 ms [2022-04-13 01:13:09 main:574] : INFO : Epoch 1808 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 2212.74 ms [2022-04-13 01:13:11 main:574] : INFO : Epoch 1809 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 2253.88 ms [2022-04-13 01:13:14 main:574] : INFO : Epoch 1810 | loss: 0.0312435 | val_loss: 0.0312413 | Time: 2244.07 ms [2022-04-13 01:13:16 main:574] : INFO : Epoch 1811 | loss: 0.031243 | val_loss: 0.0312441 | Time: 2229.39 ms [2022-04-13 01:13:18 main:574] : INFO : Epoch 1812 | loss: 0.0312468 | val_loss: 0.0312436 | Time: 2235.04 ms [2022-04-13 01:13:20 main:574] : INFO : Epoch 1813 | loss: 0.0312437 | val_loss: 0.0312417 | Time: 2205.67 ms [2022-04-13 01:13:23 main:574] : INFO : Epoch 1814 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 2272.46 ms [2022-04-13 01:13:25 main:574] : INFO : Epoch 1815 | loss: 0.0312435 | val_loss: 0.0312414 | Time: 2210.29 ms [2022-04-13 01:13:27 main:574] : INFO : Epoch 1816 | loss: 0.0312451 | val_loss: 0.0312415 | Time: 2210.02 ms [2022-04-13 01:13:29 main:574] : INFO : Epoch 1817 | loss: 0.031243 | val_loss: 0.031241 | Time: 2216.9 ms [2022-04-13 01:13:32 main:574] : INFO : Epoch 1818 | loss: 0.0312424 | val_loss: 0.0312416 | Time: 2201.66 ms [2022-04-13 01:13:34 main:574] : INFO : Epoch 1819 | loss: 0.031244 | val_loss: 0.0312425 | Time: 2246.27 ms [2022-04-13 01:13:36 main:574] : INFO : Epoch 1820 | loss: 0.0312438 | val_loss: 0.0312418 | Time: 2236.03 ms [2022-04-13 01:13:38 main:574] : INFO : Epoch 1821 | loss: 0.0312441 | val_loss: 0.0312412 | Time: 2237.23 ms [2022-04-13 01:13:41 main:574] : INFO : Epoch 1822 | loss: 0.0312436 | val_loss: 0.0312478 | Time: 2276.56 ms [2022-04-13 01:13:43 main:574] : INFO : Epoch 1823 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 2242.59 ms [2022-04-13 01:13:45 main:574] : INFO : Epoch 1824 | loss: 0.0312429 | val_loss: 0.0312415 | Time: 2252.32 ms [2022-04-13 01:13:47 main:574] : INFO : Epoch 1825 | loss: 0.0312421 | val_loss: 0.0312409 | Time: 2230.84 ms [2022-04-13 01:13:50 main:574] : INFO : Epoch 1826 | loss: 0.0312423 | val_loss: 0.0312431 | Time: 2246.62 ms [2022-04-13 01:13:52 main:574] : INFO : Epoch 1827 | loss: 0.0312469 | val_loss: 0.0312409 | Time: 2259.83 ms [2022-04-13 01:13:54 main:574] : INFO : Epoch 1828 | loss: 0.0312443 | val_loss: 0.0312425 | Time: 2224.49 ms [2022-04-13 01:13:56 main:574] : INFO : Epoch 1829 | loss: 0.0312475 | val_loss: 0.0312509 | Time: 2217.42 ms [2022-04-13 01:13:59 main:574] : INFO : Epoch 1830 | loss: 0.031245 | val_loss: 0.0312424 | Time: 2228.13 ms [2022-04-13 01:14:01 main:574] : INFO : Epoch 1831 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 2239.59 ms [2022-04-13 01:14:03 main:574] : INFO : Epoch 1832 | loss: 0.0312436 | val_loss: 0.0312422 | Time: 2251.49 ms [2022-04-13 01:14:05 main:574] : INFO : Epoch 1833 | loss: 0.0312436 | val_loss: 0.0312453 | Time: 2216.85 ms [2022-04-13 01:14:08 main:574] : INFO : Epoch 1834 | loss: 0.0312445 | val_loss: 0.0312412 | Time: 2216.72 ms [2022-04-13 01:14:10 main:574] : INFO : Epoch 1835 | loss: 0.0312447 | val_loss: 0.0312426 | Time: 2312.96 ms [2022-04-13 01:14:12 main:574] : INFO : Epoch 1836 | loss: 0.0312442 | val_loss: 0.0312431 | Time: 2231.21 ms [2022-04-13 01:14:14 main:574] : INFO : Epoch 1837 | loss: 0.0312441 | val_loss: 0.0312413 | Time: 2236.94 ms [2022-04-13 01:14:17 main:574] : INFO : Epoch 1838 | loss: 0.0312437 | val_loss: 0.0312411 | Time: 2229.33 ms [2022-04-13 01:14:19 main:574] : INFO : Epoch 1839 | loss: 0.0312434 | val_loss: 0.0312447 | Time: 2236.56 ms [2022-04-13 01:14:21 main:574] : INFO : Epoch 1840 | loss: 0.0312465 | val_loss: 0.0312427 | Time: 2252.42 ms [2022-04-13 01:14:23 main:574] : INFO : Epoch 1841 | loss: 0.0312435 | val_loss: 0.0312462 | Time: 2234.43 ms [2022-04-13 01:14:26 main:574] : INFO : Epoch 1842 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 2222.56 ms [2022-04-13 01:14:28 main:574] : INFO : Epoch 1843 | loss: 0.031246 | val_loss: 0.0312505 | Time: 2219.74 ms [2022-04-13 01:14:30 main:574] : INFO : Epoch 1844 | loss: 0.0312475 | val_loss: 0.0312428 | Time: 2237.84 ms [2022-04-13 01:14:32 main:574] : INFO : Epoch 1845 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 2218 ms [2022-04-13 01:14:35 main:574] : INFO : Epoch 1846 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 2210.45 ms [2022-04-13 01:14:37 main:574] : INFO : Epoch 1847 | loss: 0.0312436 | val_loss: 0.0312415 | Time: 2247.91 ms [2022-04-13 01:14:39 main:574] : INFO : Epoch 1848 | loss: 0.031243 | val_loss: 0.0312423 | Time: 2274.06 ms [2022-04-13 01:14:41 main:574] : INFO : Epoch 1849 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 2231.63 ms [2022-04-13 01:14:44 main:574] : INFO : Epoch 1850 | loss: 0.0312457 | val_loss: 0.0312493 | Time: 2251.43 ms [2022-04-13 01:14:46 main:574] : INFO : Epoch 1851 | loss: 0.0312448 | val_loss: 0.0312423 | Time: 2268.65 ms [2022-04-13 01:14:48 main:574] : INFO : Epoch 1852 | loss: 0.0312427 | val_loss: 0.0312417 | Time: 2222.71 ms [2022-04-13 01:14:50 main:574] : INFO : Epoch 1853 | loss: 0.0312427 | val_loss: 0.0312466 | Time: 2245.33 ms [2022-04-13 01:14:53 main:574] : INFO : Epoch 1854 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2287.1 ms [2022-04-13 01:14:55 main:574] : INFO : Epoch 1855 | loss: 0.0312468 | val_loss: 0.0312432 | Time: 2247.03 ms [2022-04-13 01:14:57 main:574] : INFO : Epoch 1856 | loss: 0.031243 | val_loss: 0.0312423 | Time: 2234.97 ms [2022-04-13 01:14:59 main:574] : INFO : Epoch 1857 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2195.92 ms [2022-04-13 01:15:02 main:574] : INFO : Epoch 1858 | loss: 0.0312449 | val_loss: 0.0312422 | Time: 2216.49 ms [2022-04-13 01:15:04 main:574] : INFO : Epoch 1859 | loss: 0.0312435 | val_loss: 0.0312454 | Time: 2226.06 ms [2022-04-13 01:15:06 main:574] : INFO : Epoch 1860 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 2192.05 ms [2022-04-13 01:15:08 main:574] : INFO : Epoch 1861 | loss: 0.031243 | val_loss: 0.0312418 | Time: 2266.97 ms [2022-04-13 01:15:11 main:574] : INFO : Epoch 1862 | loss: 0.031244 | val_loss: 0.0312413 | Time: 2231.36 ms [2022-04-13 01:15:13 main:574] : INFO : Epoch 1863 | loss: 0.0312432 | val_loss: 0.0312407 | Time: 2246.56 ms [2022-04-13 01:15:15 main:574] : INFO : Epoch 1864 | loss: 0.0312446 | val_loss: 0.0312417 | Time: 2195.01 ms [2022-04-13 01:15:17 main:574] : INFO : Epoch 1865 | loss: 0.0312441 | val_loss: 0.0312421 | Time: 2243.64 ms [2022-04-13 01:15:20 main:574] : INFO : Epoch 1866 | loss: 0.0312445 | val_loss: 0.0312487 | Time: 2223.19 ms [2022-04-13 01:15:22 main:574] : INFO : Epoch 1867 | loss: 0.0312443 | val_loss: 0.0312414 | Time: 2236.12 ms [2022-04-13 01:15:24 main:574] : INFO : Epoch 1868 | loss: 0.0312431 | val_loss: 0.0312417 | Time: 2234.45 ms [2022-04-13 01:15:26 main:574] : INFO : Epoch 1869 | loss: 0.0312434 | val_loss: 0.0312423 | Time: 2193.35 ms [2022-04-13 01:15:28 main:574] : INFO : Epoch 1870 | loss: 0.0312436 | val_loss: 0.031242 | Time: 2241.58 ms [2022-04-13 01:15:31 main:574] : INFO : Epoch 1871 | loss: 0.0312427 | val_loss: 0.0312413 | Time: 2226.37 ms [2022-04-13 01:15:33 main:574] : INFO : Epoch 1872 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2248.43 ms [2022-04-13 01:15:35 main:574] : INFO : Epoch 1873 | loss: 0.0312462 | val_loss: 0.0312429 | Time: 2193.97 ms [2022-04-13 01:15:37 main:574] : INFO : Epoch 1874 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 2250.06 ms [2022-04-13 01:15:40 main:574] : INFO : Epoch 1875 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 2209.71 ms [2022-04-13 01:15:42 main:574] : INFO : Epoch 1876 | loss: 0.031243 | val_loss: 0.0312411 | Time: 2253.7 ms [2022-04-13 01:15:44 main:574] : INFO : Epoch 1877 | loss: 0.0312425 | val_loss: 0.0312412 | Time: 2260.56 ms [2022-04-13 01:15:46 main:574] : INFO : Epoch 1878 | loss: 0.0312432 | val_loss: 0.0312433 | Time: 2201.51 ms [2022-04-13 01:15:49 main:574] : INFO : Epoch 1879 | loss: 0.0312434 | val_loss: 0.031241 | Time: 2196.27 ms [2022-04-13 01:15:51 main:574] : INFO : Epoch 1880 | loss: 0.0312437 | val_loss: 0.0312407 | Time: 2231.89 ms [2022-04-13 01:15:53 main:574] : INFO : Epoch 1881 | loss: 0.0312442 | val_loss: 0.0312415 | Time: 2204.55 ms [2022-04-13 01:15:55 main:574] : INFO : Epoch 1882 | loss: 0.0312446 | val_loss: 0.0312415 | Time: 2224.88 ms [2022-04-13 01:15:58 main:574] : INFO : Epoch 1883 | loss: 0.0312428 | val_loss: 0.0312434 | Time: 2227.82 ms [2022-04-13 01:16:00 main:574] : INFO : Epoch 1884 | loss: 0.0312436 | val_loss: 0.0312421 | Time: 2200.48 ms [2022-04-13 01:16:02 main:574] : INFO : Epoch 1885 | loss: 0.0312448 | val_loss: 0.031244 | Time: 2243.63 ms [2022-04-13 01:16:04 main:574] : INFO : Epoch 1886 | loss: 0.0312444 | val_loss: 0.0312425 | Time: 2229.18 ms [2022-04-13 01:16:07 main:574] : INFO : Epoch 1887 | loss: 0.0312428 | val_loss: 0.0312416 | Time: 2239.05 ms [2022-04-13 01:16:09 main:574] : INFO : Epoch 1888 | loss: 0.0312441 | val_loss: 0.031244 | Time: 2228.7 ms [2022-04-13 01:16:11 main:574] : INFO : Epoch 1889 | loss: 0.0312456 | val_loss: 0.0312438 | Time: 2253.19 ms [2022-04-13 01:16:13 main:574] : INFO : Epoch 1890 | loss: 0.0312428 | val_loss: 0.0312411 | Time: 2225.46 ms [2022-04-13 01:16:16 main:574] : INFO : Epoch 1891 | loss: 0.0312441 | val_loss: 0.0312415 | Time: 2259.95 ms [2022-04-13 01:16:18 main:574] : INFO : Epoch 1892 | loss: 0.0312427 | val_loss: 0.0312408 | Time: 2207.5 ms [2022-04-13 01:16:20 main:574] : INFO : Epoch 1893 | loss: 0.0312422 | val_loss: 0.0312423 | Time: 2215.72 ms [2022-04-13 01:16:22 main:574] : INFO : Epoch 1894 | loss: 0.0312425 | val_loss: 0.031242 | Time: 2230.09 ms [2022-04-13 01:16:25 main:574] : INFO : Epoch 1895 | loss: 0.0312443 | val_loss: 0.031241 | Time: 2248.11 ms [2022-04-13 01:16:27 main:574] : INFO : Epoch 1896 | loss: 0.0312435 | val_loss: 0.0312419 | Time: 2228.26 ms [2022-04-13 01:16:29 main:574] : INFO : Epoch 1897 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 2218.18 ms [2022-04-13 01:16:31 main:574] : INFO : Epoch 1898 | loss: 0.0312432 | val_loss: 0.0312411 | Time: 2220.45 ms [2022-04-13 01:16:33 main:574] : INFO : Epoch 1899 | loss: 0.031242 | val_loss: 0.0312403 | Time: 2203.49 ms [2022-04-13 01:16:36 main:574] : INFO : Epoch 1900 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 2306.26 ms [2022-04-13 01:16:38 main:574] : INFO : Epoch 1901 | loss: 0.0312425 | val_loss: 0.0312405 | Time: 2229 ms [2022-04-13 01:16:40 main:574] : INFO : Epoch 1902 | loss: 0.0312431 | val_loss: 0.0312413 | Time: 2206.92 ms [2022-04-13 01:16:42 main:574] : INFO : Epoch 1903 | loss: 0.0312424 | val_loss: 0.0312406 | Time: 2248.23 ms [2022-04-13 01:16:45 main:574] : INFO : Epoch 1904 | loss: 0.0312444 | val_loss: 0.0312495 | Time: 2223.42 ms [2022-04-13 01:16:47 main:574] : INFO : Epoch 1905 | loss: 0.0312478 | val_loss: 0.031245 | Time: 2242.24 ms [2022-04-13 01:16:49 main:574] : INFO : Epoch 1906 | loss: 0.0312452 | val_loss: 0.0312415 | Time: 2251.88 ms [2022-04-13 01:16:51 main:574] : INFO : Epoch 1907 | loss: 0.0312424 | val_loss: 0.0312406 | Time: 2234.33 ms [2022-04-13 01:16:54 main:574] : INFO : Epoch 1908 | loss: 0.031242 | val_loss: 0.0312443 | Time: 2222.69 ms [2022-04-13 01:16:56 main:574] : INFO : Epoch 1909 | loss: 0.0312429 | val_loss: 0.0312404 | Time: 2238.14 ms [2022-04-13 01:16:58 main:574] : INFO : Epoch 1910 | loss: 0.0312434 | val_loss: 0.0312447 | Time: 2242.53 ms [2022-04-13 01:17:00 main:574] : INFO : Epoch 1911 | loss: 0.0312432 | val_loss: 0.0312437 | Time: 2192.87 ms [2022-04-13 01:17:03 main:574] : INFO : Epoch 1912 | loss: 0.0312433 | val_loss: 0.0312409 | Time: 2194.07 ms [2022-04-13 01:17:05 main:574] : INFO : Epoch 1913 | loss: 0.0312436 | val_loss: 0.0312425 | Time: 2243.47 ms [2022-04-13 01:17:07 main:574] : INFO : Epoch 1914 | loss: 0.0312457 | val_loss: 0.031248 | Time: 2252.83 ms [2022-04-13 01:17:09 main:574] : INFO : Epoch 1915 | loss: 0.0312467 | val_loss: 0.0312432 | Time: 2230.77 ms [2022-04-13 01:17:12 main:574] : INFO : Epoch 1916 | loss: 0.0312433 | val_loss: 0.0312409 | Time: 2225.1 ms [2022-04-13 01:17:14 main:574] : INFO : Epoch 1917 | loss: 0.0312422 | val_loss: 0.0312402 | Time: 2244.18 ms [2022-04-13 01:17:16 main:574] : INFO : Epoch 1918 | loss: 0.031243 | val_loss: 0.0312406 | Time: 2258.77 ms [2022-04-13 01:17:18 main:574] : INFO : Epoch 1919 | loss: 0.0312422 | val_loss: 0.0312421 | Time: 2257.26 ms [2022-04-13 01:17:21 main:574] : INFO : Epoch 1920 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 2274.58 ms [2022-04-13 01:17:23 main:574] : INFO : Epoch 1921 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 2206.62 ms [2022-04-13 01:17:25 main:574] : INFO : Epoch 1922 | loss: 0.0312428 | val_loss: 0.0312413 | Time: 2252.04 ms [2022-04-13 01:17:27 main:574] : INFO : Epoch 1923 | loss: 0.0312447 | val_loss: 0.0312417 | Time: 2228.53 ms [2022-04-13 01:17:30 main:574] : INFO : Epoch 1924 | loss: 0.0312429 | val_loss: 0.0312474 | Time: 2187.11 ms [2022-04-13 01:17:32 main:574] : INFO : Epoch 1925 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 2230.64 ms [2022-04-13 01:17:34 main:574] : INFO : Epoch 1926 | loss: 0.0312449 | val_loss: 0.031241 | Time: 2261.79 ms [2022-04-13 01:17:37 main:574] : INFO : Epoch 1927 | loss: 0.0312429 | val_loss: 0.0312405 | Time: 2280.32 ms [2022-04-13 01:17:39 main:574] : INFO : Epoch 1928 | loss: 0.0312427 | val_loss: 0.0312403 | Time: 2248.69 ms [2022-04-13 01:17:41 main:574] : INFO : Epoch 1929 | loss: 0.031243 | val_loss: 0.0312478 | Time: 2232.39 ms [2022-04-13 01:17:43 main:574] : INFO : Epoch 1930 | loss: 0.031244 | val_loss: 0.0312426 | Time: 2200.58 ms [2022-04-13 01:17:45 main:574] : INFO : Epoch 1931 | loss: 0.0312432 | val_loss: 0.0312407 | Time: 2222.98 ms [2022-04-13 01:17:48 main:574] : INFO : Epoch 1932 | loss: 0.0312425 | val_loss: 0.0312423 | Time: 2270.86 ms [2022-04-13 01:17:50 main:574] : INFO : Epoch 1933 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 2205.33 ms [2022-04-13 01:17:52 main:574] : INFO : Epoch 1934 | loss: 0.0312448 | val_loss: 0.0312475 | Time: 2256.39 ms [2022-04-13 01:17:54 main:574] : INFO : Epoch 1935 | loss: 0.0312471 | val_loss: 0.0312431 | Time: 2232.19 ms [2022-04-13 01:17:57 main:574] : INFO : Epoch 1936 | loss: 0.0312426 | val_loss: 0.0312413 | Time: 2247.08 ms [2022-04-13 01:17:59 main:574] : INFO : Epoch 1937 | loss: 0.0312425 | val_loss: 0.0312409 | Time: 2189.23 ms [2022-04-13 01:18:01 main:574] : INFO : Epoch 1938 | loss: 0.0312433 | val_loss: 0.031242 | Time: 2254.17 ms [2022-04-13 01:18:03 main:574] : INFO : Epoch 1939 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 2236.5 ms [2022-04-13 01:18:06 main:574] : INFO : Epoch 1940 | loss: 0.0312444 | val_loss: 0.0312433 | Time: 2204.4 ms [2022-04-13 01:18:08 main:574] : INFO : Epoch 1941 | loss: 0.0312429 | val_loss: 0.0312407 | Time: 2275.02 ms [2022-04-13 01:18:10 main:574] : INFO : Epoch 1942 | loss: 0.031242 | val_loss: 0.0312408 | Time: 2210.44 ms [2022-04-13 01:18:12 main:574] : INFO : Epoch 1943 | loss: 0.0312435 | val_loss: 0.0312409 | Time: 2238.23 ms [2022-04-13 01:18:15 main:574] : INFO : Epoch 1944 | loss: 0.0312426 | val_loss: 0.0312404 | Time: 2293.6 ms [2022-04-13 01:18:17 main:574] : INFO : Epoch 1945 | loss: 0.0312421 | val_loss: 0.0312425 | Time: 2241.71 ms [2022-04-13 01:18:19 main:574] : INFO : Epoch 1946 | loss: 0.0312419 | val_loss: 0.0312412 | Time: 2238.65 ms [2022-04-13 01:18:21 main:574] : INFO : Epoch 1947 | loss: 0.031243 | val_loss: 0.0312436 | Time: 2228.5 ms [2022-04-13 01:18:24 main:574] : INFO : Epoch 1948 | loss: 0.0312432 | val_loss: 0.0312423 | Time: 2257.79 ms [2022-04-13 01:18:26 main:574] : INFO : Epoch 1949 | loss: 0.0312424 | val_loss: 0.0312403 | Time: 2235.41 ms [2022-04-13 01:18:28 main:574] : INFO : Epoch 1950 | loss: 0.0312432 | val_loss: 0.0312413 | Time: 2204.54 ms [2022-04-13 01:18:30 main:574] : INFO : Epoch 1951 | loss: 0.0312458 | val_loss: 0.0312439 | Time: 2262.97 ms [2022-04-13 01:18:33 main:574] : INFO : Epoch 1952 | loss: 0.0312452 | val_loss: 0.0312406 | Time: 2221.59 ms [2022-04-13 01:18:35 main:574] : INFO : Epoch 1953 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 2236.39 ms [2022-04-13 01:18:37 main:574] : INFO : Epoch 1954 | loss: 0.0312424 | val_loss: 0.0312417 | Time: 2242.46 ms [2022-04-13 01:18:39 main:574] : INFO : Epoch 1955 | loss: 0.0312432 | val_loss: 0.031241 | Time: 2187.47 ms [2022-04-13 01:18:42 main:574] : INFO : Epoch 1956 | loss: 0.0312424 | val_loss: 0.0312417 | Time: 2214.25 ms [2022-04-13 01:18:44 main:574] : INFO : Epoch 1957 | loss: 0.0312422 | val_loss: 0.0312408 | Time: 2229.15 ms [2022-04-13 01:18:46 main:574] : INFO : Epoch 1958 | loss: 0.0312422 | val_loss: 0.0312421 | Time: 2254.14 ms [2022-04-13 01:18:48 main:574] : INFO : Epoch 1959 | loss: 0.031243 | val_loss: 0.0312485 | Time: 2217.05 ms [2022-04-13 01:18:51 main:574] : INFO : Epoch 1960 | loss: 0.0312433 | val_loss: 0.0312405 | Time: 2213.45 ms [2022-04-13 01:18:53 main:574] : INFO : Epoch 1961 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 2234.74 ms [2022-04-13 01:18:55 main:574] : INFO : Epoch 1962 | loss: 0.0312428 | val_loss: 0.0312433 | Time: 2261.61 ms [2022-04-13 01:18:57 main:574] : INFO : Epoch 1963 | loss: 0.0312423 | val_loss: 0.0312403 | Time: 2220.38 ms [2022-04-13 01:19:00 main:574] : INFO : Epoch 1964 | loss: 0.0312422 | val_loss: 0.0312419 | Time: 2239.11 ms [2022-04-13 01:19:02 main:574] : INFO : Epoch 1965 | loss: 0.0312447 | val_loss: 0.031243 | Time: 2207.33 ms [2022-04-13 01:19:04 main:574] : INFO : Epoch 1966 | loss: 0.0312433 | val_loss: 0.0312406 | Time: 2278.88 ms [2022-04-13 01:19:06 main:574] : INFO : Epoch 1967 | loss: 0.0312425 | val_loss: 0.0312415 | Time: 2269.66 ms [2022-04-13 01:19:09 main:574] : INFO : Epoch 1968 | loss: 0.0312431 | val_loss: 0.0312412 | Time: 2230.96 ms [2022-04-13 01:19:11 main:574] : INFO : Epoch 1969 | loss: 0.0312437 | val_loss: 0.0312455 | Time: 2215.86 ms [2022-04-13 01:19:13 main:574] : INFO : Epoch 1970 | loss: 0.0312446 | val_loss: 0.0312404 | Time: 2230.34 ms [2022-04-13 01:19:15 main:574] : INFO : Epoch 1971 | loss: 0.0312434 | val_loss: 0.0312407 | Time: 2201.37 ms [2022-04-13 01:19:18 main:574] : INFO : Epoch 1972 | loss: 0.0312424 | val_loss: 0.0312455 | Time: 2223.03 ms [2022-04-13 01:19:20 main:574] : INFO : Epoch 1973 | loss: 0.0312427 | val_loss: 0.0312403 | Time: 2236.45 ms [2022-04-13 01:19:22 main:574] : INFO : Epoch 1974 | loss: 0.0312421 | val_loss: 0.031241 | Time: 2244.21 ms [2022-04-13 01:19:24 main:574] : INFO : Epoch 1975 | loss: 0.0312439 | val_loss: 0.0312421 | Time: 2237.51 ms [2022-04-13 01:19:27 main:574] : INFO : Epoch 1976 | loss: 0.0312427 | val_loss: 0.031241 | Time: 2256.36 ms [2022-04-13 01:19:29 main:574] : INFO : Epoch 1977 | loss: 0.0312419 | val_loss: 0.0312405 | Time: 2247.72 ms [2022-04-13 01:19:31 main:574] : INFO : Epoch 1978 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 2249.8 ms [2022-04-13 01:19:33 main:574] : INFO : Epoch 1979 | loss: 0.031245 | val_loss: 0.0312447 | Time: 2182.44 ms [2022-04-13 01:19:36 main:574] : INFO : Epoch 1980 | loss: 0.031244 | val_loss: 0.0312481 | Time: 2264.46 ms [2022-04-13 01:19:38 main:574] : INFO : Epoch 1981 | loss: 0.0312455 | val_loss: 0.0312416 | Time: 2234.43 ms [2022-04-13 01:19:40 main:574] : INFO : Epoch 1982 | loss: 0.0312433 | val_loss: 0.0312412 | Time: 2294.9 ms [2022-04-13 01:19:42 main:574] : INFO : Epoch 1983 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 2246.13 ms [2022-04-13 01:19:45 main:574] : INFO : Epoch 1984 | loss: 0.0312487 | val_loss: 0.0312443 | Time: 2210.74 ms [2022-04-13 01:19:47 main:574] : INFO : Epoch 1985 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 2227.79 ms [2022-04-13 01:19:49 main:574] : INFO : Epoch 1986 | loss: 0.0312429 | val_loss: 0.031241 | Time: 2218.11 ms [2022-04-13 01:19:51 main:574] : INFO : Epoch 1987 | loss: 0.0312435 | val_loss: 0.0312417 | Time: 2202.4 ms [2022-04-13 01:19:54 main:574] : INFO : Epoch 1988 | loss: 0.0312452 | val_loss: 0.031242 | Time: 2249.37 ms [2022-04-13 01:19:56 main:574] : INFO : Epoch 1989 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 2231.8 ms [2022-04-13 01:19:58 main:574] : INFO : Epoch 1990 | loss: 0.0312447 | val_loss: 0.0312473 | Time: 2241.5 ms [2022-04-13 01:20:00 main:574] : INFO : Epoch 1991 | loss: 0.0312434 | val_loss: 0.0312404 | Time: 2227.34 ms [2022-04-13 01:20:02 main:574] : INFO : Epoch 1992 | loss: 0.0312443 | val_loss: 0.0312425 | Time: 2224.24 ms [2022-04-13 01:20:05 main:574] : INFO : Epoch 1993 | loss: 0.031243 | val_loss: 0.0312407 | Time: 2195.75 ms [2022-04-13 01:20:07 main:574] : INFO : Epoch 1994 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 2260.98 ms [2022-04-13 01:20:09 main:574] : INFO : Epoch 1995 | loss: 0.0312429 | val_loss: 0.0312403 | Time: 2197.55 ms [2022-04-13 01:20:11 main:574] : INFO : Epoch 1996 | loss: 0.031245 | val_loss: 0.031249 | Time: 2220.66 ms [2022-04-13 01:20:14 main:574] : INFO : Epoch 1997 | loss: 0.031245 | val_loss: 0.0312433 | Time: 2229.91 ms [2022-04-13 01:20:16 main:574] : INFO : Epoch 1998 | loss: 0.0312437 | val_loss: 0.0312412 | Time: 2236.26 ms [2022-04-13 01:20:18 main:574] : INFO : Epoch 1999 | loss: 0.0312422 | val_loss: 0.0312402 | Time: 2219.64 ms [2022-04-13 01:20:20 main:574] : INFO : Epoch 2000 | loss: 0.0312427 | val_loss: 0.031241 | Time: 2220.51 ms [2022-04-13 01:20:23 main:574] : INFO : Epoch 2001 | loss: 0.0312421 | val_loss: 0.0312402 | Time: 2252.21 ms [2022-04-13 01:20:25 main:574] : INFO : Epoch 2002 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 2228.02 ms [2022-04-13 01:20:27 main:574] : INFO : Epoch 2003 | loss: 0.0312437 | val_loss: 0.0312415 | Time: 2247.43 ms [2022-04-13 01:20:29 main:574] : INFO : Epoch 2004 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 2235.52 ms [2022-04-13 01:20:32 main:574] : INFO : Epoch 2005 | loss: 0.0312436 | val_loss: 0.0312407 | Time: 2244 ms [2022-04-13 01:20:34 main:574] : INFO : Epoch 2006 | loss: 0.0312438 | val_loss: 0.031241 | Time: 2254.45 ms [2022-04-13 01:20:36 main:574] : INFO : Epoch 2007 | loss: 0.0312457 | val_loss: 0.0312413 | Time: 2269.24 ms [2022-04-13 01:20:38 main:574] : INFO : Epoch 2008 | loss: 0.0312446 | val_loss: 0.0312432 | Time: 2206.62 ms [2022-04-13 01:20:41 main:574] : INFO : Epoch 2009 | loss: 0.0312427 | val_loss: 0.0312407 | Time: 2222.4 ms [2022-04-13 01:20:43 main:574] : INFO : Epoch 2010 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 2273.17 ms [2022-04-13 01:20:45 main:574] : INFO : Epoch 2011 | loss: 0.0312426 | val_loss: 0.0312401 | Time: 2223.84 ms [2022-04-13 01:20:47 main:574] : INFO : Epoch 2012 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2257.09 ms [2022-04-13 01:20:50 main:574] : INFO : Epoch 2013 | loss: 0.0312439 | val_loss: 0.0312437 | Time: 2258.08 ms [2022-04-13 01:20:52 main:574] : INFO : Epoch 2014 | loss: 0.0312435 | val_loss: 0.0312407 | Time: 2278.16 ms [2022-04-13 01:20:54 main:574] : INFO : Epoch 2015 | loss: 0.031242 | val_loss: 0.031246 | Time: 2259.66 ms [2022-04-13 01:20:56 main:574] : INFO : Epoch 2016 | loss: 0.0312464 | val_loss: 0.0312435 | Time: 2266.03 ms [2022-04-13 01:20:59 main:574] : INFO : Epoch 2017 | loss: 0.0312439 | val_loss: 0.0312407 | Time: 2228.95 ms [2022-04-13 01:21:01 main:574] : INFO : Epoch 2018 | loss: 0.0312444 | val_loss: 0.0312411 | Time: 2232.93 ms [2022-04-13 01:21:03 main:574] : INFO : Epoch 2019 | loss: 0.0312426 | val_loss: 0.0312403 | Time: 2249.65 ms [2022-04-13 01:21:06 main:574] : INFO : Epoch 2020 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 2269.7 ms [2022-04-13 01:21:08 main:574] : INFO : Epoch 2021 | loss: 0.0312426 | val_loss: 0.0312406 | Time: 2235.78 ms [2022-04-13 01:21:10 main:574] : INFO : Epoch 2022 | loss: 0.0312421 | val_loss: 0.0312405 | Time: 2209.68 ms [2022-04-13 01:21:12 main:574] : INFO : Epoch 2023 | loss: 0.0312433 | val_loss: 0.0312455 | Time: 2297.52 ms [2022-04-13 01:21:14 main:574] : INFO : Epoch 2024 | loss: 0.0312431 | val_loss: 0.0312414 | Time: 2191.93 ms [2022-04-13 01:21:17 main:574] : INFO : Epoch 2025 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 2230.4 ms [2022-04-13 01:21:19 main:574] : INFO : Epoch 2026 | loss: 0.0312444 | val_loss: 0.031245 | Time: 2311.57 ms [2022-04-13 01:21:21 main:574] : INFO : Epoch 2027 | loss: 0.0312431 | val_loss: 0.0312409 | Time: 2256.75 ms [2022-04-13 01:21:24 main:574] : INFO : Epoch 2028 | loss: 0.0312428 | val_loss: 0.0312411 | Time: 2214.97 ms [2022-04-13 01:21:26 main:574] : INFO : Epoch 2029 | loss: 0.031243 | val_loss: 0.0312465 | Time: 2222.61 ms [2022-04-13 01:21:28 main:574] : INFO : Epoch 2030 | loss: 0.0312445 | val_loss: 0.0312407 | Time: 2230.34 ms [2022-04-13 01:21:30 main:574] : INFO : Epoch 2031 | loss: 0.0312423 | val_loss: 0.0312402 | Time: 2224.27 ms [2022-04-13 01:21:32 main:574] : INFO : Epoch 2032 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 2245.83 ms [2022-04-13 01:21:35 main:574] : INFO : Epoch 2033 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 2252.39 ms [2022-04-13 01:21:37 main:574] : INFO : Epoch 2034 | loss: 0.0312423 | val_loss: 0.031241 | Time: 2280.14 ms [2022-04-13 01:21:39 main:574] : INFO : Epoch 2035 | loss: 0.0312439 | val_loss: 0.031242 | Time: 2217.46 ms [2022-04-13 01:21:42 main:574] : INFO : Epoch 2036 | loss: 0.0312428 | val_loss: 0.0312401 | Time: 2237.43 ms [2022-04-13 01:21:44 main:574] : INFO : Epoch 2037 | loss: 0.0312432 | val_loss: 0.0312423 | Time: 2240.28 ms [2022-04-13 01:21:46 main:574] : INFO : Epoch 2038 | loss: 0.0312461 | val_loss: 0.0312407 | Time: 2260.17 ms [2022-04-13 01:21:48 main:574] : INFO : Epoch 2039 | loss: 0.0312456 | val_loss: 0.0312429 | Time: 2262.91 ms [2022-04-13 01:21:51 main:574] : INFO : Epoch 2040 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 2244.58 ms [2022-04-13 01:21:53 main:574] : INFO : Epoch 2041 | loss: 0.0312434 | val_loss: 0.0312408 | Time: 2217.08 ms [2022-04-13 01:21:55 main:574] : INFO : Epoch 2042 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 2233.18 ms [2022-04-13 01:21:57 main:574] : INFO : Epoch 2043 | loss: 0.031243 | val_loss: 0.0312402 | Time: 2294.66 ms [2022-04-13 01:22:00 main:574] : INFO : Epoch 2044 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 2222.17 ms [2022-04-13 01:22:02 main:574] : INFO : Epoch 2045 | loss: 0.031243 | val_loss: 0.0312407 | Time: 2259.16 ms [2022-04-13 01:22:04 main:574] : INFO : Epoch 2046 | loss: 0.0312439 | val_loss: 0.0312409 | Time: 2243.81 ms [2022-04-13 01:22:06 main:574] : INFO : Epoch 2047 | loss: 0.0312421 | val_loss: 0.0312402 | Time: 2245.17 ms [2022-04-13 01:22:09 main:574] : INFO : Epoch 2048 | loss: 0.0312421 | val_loss: 0.0312407 | Time: 2228.53 ms [2022-04-13 01:22:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312407 [2022-04-13 01:22:09 main:603] : INFO : Saving end state to config to file [2022-04-13 01:22:09 main:608] : INFO : Success, exiting.. 01:22:09 (22260): 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)