Task 7713456
| Name | ParityModified-1631727773-13298-2_1 |
| Workunit | 5221181 |
| Created | 30 Sep 2021, 8:05:06 UTC |
| Sent | 30 Sep 2021, 19:02:11 UTC |
| Report deadline | 7 Oct 2021, 19:02:11 UTC |
| Received | 30 Sep 2021, 20:30:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 23 min 48 sec |
| CPU time | 1 hours 22 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0312453 | val_loss: 0.0312457 | Time: 2362.53 ms [2021-09-30 22:08:16 main:574] : INFO : Epoch 1543 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 2345.39 ms [2021-09-30 22:08:18 main:574] : INFO : Epoch 1544 | loss: 0.0312454 | val_loss: 0.031246 | Time: 2254.39 ms [2021-09-30 22:08:20 main:574] : INFO : Epoch 1545 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2291.67 ms [2021-09-30 22:08:22 main:574] : INFO : Epoch 1546 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 2326.98 ms [2021-09-30 22:08:25 main:574] : INFO : Epoch 1547 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 2394.76 ms [2021-09-30 22:08:27 main:574] : INFO : Epoch 1548 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2337.97 ms [2021-09-30 22:08:30 main:574] : INFO : Epoch 1549 | loss: 0.0312457 | val_loss: 0.0312457 | Time: 2402.25 ms [2021-09-30 22:08:32 main:574] : INFO : Epoch 1550 | loss: 0.0312453 | val_loss: 0.0312493 | Time: 2607.77 ms [2021-09-30 22:08:35 main:574] : INFO : Epoch 1551 | loss: 0.0312471 | val_loss: 0.0312535 | Time: 2379.78 ms [2021-09-30 22:08:37 main:574] : INFO : Epoch 1552 | loss: 0.0312487 | val_loss: 0.031247 | Time: 2266.55 ms [2021-09-30 22:08:39 main:574] : INFO : Epoch 1553 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 2359.6 ms [2021-09-30 22:08:41 main:574] : INFO : Epoch 1554 | loss: 0.0312472 | val_loss: 0.0312499 | Time: 2270.19 ms [2021-09-30 22:08:44 main:574] : INFO : Epoch 1555 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2226.09 ms [2021-09-30 22:08:46 main:574] : INFO : Epoch 1556 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2324.49 ms [2021-09-30 22:08:48 main:574] : INFO : Epoch 1557 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 2365.43 ms [2021-09-30 22:08:51 main:574] : INFO : Epoch 1558 | loss: 0.0312455 | val_loss: 0.031248 | Time: 2358.39 ms [2021-09-30 22:08:53 main:574] : INFO : Epoch 1559 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 2313.92 ms [2021-09-30 22:08:55 main:574] : INFO : Epoch 1560 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 2393.75 ms [2021-09-30 22:08:58 main:574] : INFO : Epoch 1561 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 2427.08 ms [2021-09-30 22:09:00 main:574] : INFO : Epoch 1562 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 2295.1 ms [2021-09-30 22:09:03 main:574] : INFO : Epoch 1563 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 2279.41 ms [2021-09-30 22:09:05 main:574] : INFO : Epoch 1564 | loss: 0.0312458 | val_loss: 0.031246 | Time: 2354.69 ms [2021-09-30 22:09:07 main:574] : INFO : Epoch 1565 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2279.4 ms [2021-09-30 22:09:09 main:574] : INFO : Epoch 1566 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2220.57 ms [2021-09-30 22:09:12 main:574] : INFO : Epoch 1567 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 2256.33 ms [2021-09-30 22:09:14 main:574] : INFO : Epoch 1568 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2310.02 ms [2021-09-30 22:09:16 main:574] : INFO : Epoch 1569 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 2255.81 ms [2021-09-30 22:09:18 main:574] : INFO : Epoch 1570 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 2277.98 ms [2021-09-30 22:09:21 main:574] : INFO : Epoch 1571 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2307.82 ms [2021-09-30 22:09:23 main:574] : INFO : Epoch 1572 | loss: 0.031247 | val_loss: 0.0312484 | Time: 2300.75 ms [2021-09-30 22:09:25 main:574] : INFO : Epoch 1573 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2262.03 ms [2021-09-30 22:09:28 main:574] : INFO : Epoch 1574 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2230.12 ms [2021-09-30 22:09:30 main:574] : INFO : Epoch 1575 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2268.19 ms [2021-09-30 22:09:32 main:574] : INFO : Epoch 1576 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2232.64 ms [2021-09-30 22:09:34 main:574] : INFO : Epoch 1577 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 2204.55 ms [2021-09-30 22:09:37 main:574] : INFO : Epoch 1578 | loss: 0.031247 | val_loss: 0.0312532 | Time: 2262.29 ms [2021-09-30 22:09:39 main:574] : INFO : Epoch 1579 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 2325.41 ms [2021-09-30 22:09:41 main:574] : INFO : Epoch 1580 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 2338.77 ms [2021-09-30 22:09:44 main:574] : INFO : Epoch 1581 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 2320.65 ms [2021-09-30 22:09:46 main:574] : INFO : Epoch 1582 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2342.39 ms [2021-09-30 22:09:48 main:574] : INFO : Epoch 1583 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 2284.03 ms [2021-09-30 22:09:50 main:574] : INFO : Epoch 1584 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2250.51 ms [2021-09-30 22:09:53 main:574] : INFO : Epoch 1585 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 2263.36 ms [2021-09-30 22:09:55 main:574] : INFO : Epoch 1586 | loss: 0.0312457 | val_loss: 0.0312476 | Time: 2262.18 ms [2021-09-30 22:09:57 main:574] : INFO : Epoch 1587 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 2254.24 ms [2021-09-30 22:10:00 main:574] : INFO : Epoch 1588 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 2290.22 ms [2021-09-30 22:10:02 main:574] : INFO : Epoch 1589 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2268.6 ms [2021-09-30 22:10:04 main:574] : INFO : Epoch 1590 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 2350.05 ms [2021-09-30 22:10:06 main:574] : INFO : Epoch 1591 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 2245.89 ms [2021-09-30 22:10:09 main:574] : INFO : Epoch 1592 | loss: 0.0312505 | val_loss: 0.0312529 | Time: 2287.01 ms [2021-09-30 22:10:11 main:574] : INFO : Epoch 1593 | loss: 0.0312633 | val_loss: 0.0312642 | Time: 2343.56 ms [2021-09-30 22:10:13 main:574] : INFO : Epoch 1594 | loss: 0.0319387 | val_loss: 0.0319178 | Time: 2287.69 ms [2021-09-30 22:10:16 main:574] : INFO : Epoch 1595 | loss: 0.0316553 | val_loss: 0.0314334 | Time: 2242.76 ms [2021-09-30 22:10:18 main:574] : INFO : Epoch 1596 | loss: 0.0313306 | val_loss: 0.0312592 | Time: 2227.53 ms [2021-09-30 22:10:20 main:574] : INFO : Epoch 1597 | loss: 0.0312591 | val_loss: 0.0312507 | Time: 2263.18 ms [2021-09-30 22:10:22 main:574] : INFO : Epoch 1598 | loss: 0.031249 | val_loss: 0.0312475 | Time: 2232.55 ms [2021-09-30 22:10:25 main:574] : INFO : Epoch 1599 | loss: 0.0312482 | val_loss: 0.0312465 | Time: 2241.11 ms [2021-09-30 22:10:27 main:574] : INFO : Epoch 1600 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2300.41 ms [2021-09-30 22:10:29 main:574] : INFO : Epoch 1601 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2326.66 ms [2021-09-30 22:10:32 main:574] : INFO : Epoch 1602 | loss: 0.0312458 | val_loss: 0.031247 | Time: 2291.12 ms [2021-09-30 22:10:34 main:574] : INFO : Epoch 1603 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2299.87 ms [2021-09-30 22:10:36 main:574] : INFO : Epoch 1604 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2279.1 ms [2021-09-30 22:10:39 main:574] : INFO : Epoch 1605 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 2401.86 ms [2021-09-30 22:10:41 main:574] : INFO : Epoch 1606 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 2260.05 ms [2021-09-30 22:10:43 main:574] : INFO : Epoch 1607 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 2257.04 ms [2021-09-30 22:10:45 main:574] : INFO : Epoch 1608 | loss: 0.0312451 | val_loss: 0.0312487 | Time: 2226.18 ms [2021-09-30 22:10:48 main:574] : INFO : Epoch 1609 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 2266.55 ms [2021-09-30 22:10:50 main:574] : INFO : Epoch 1610 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 2221.78 ms [2021-09-30 22:10:52 main:574] : INFO : Epoch 1611 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 2268.2 ms [2021-09-30 22:10:54 main:574] : INFO : Epoch 1612 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 2282.36 ms [2021-09-30 22:10:57 main:574] : INFO : Epoch 1613 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 2277.13 ms [2021-09-30 22:10:59 main:574] : INFO : Epoch 1614 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 2268.52 ms [2021-09-30 22:11:01 main:574] : INFO : Epoch 1615 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2274.59 ms [2021-09-30 22:11:03 main:574] : INFO : Epoch 1616 | loss: 0.0312454 | val_loss: 0.031246 | Time: 2284.07 ms [2021-09-30 22:11:06 main:574] : INFO : Epoch 1617 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 2232.91 ms [2021-09-30 22:11:08 main:574] : INFO : Epoch 1618 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2244.04 ms [2021-09-30 22:11:10 main:574] : INFO : Epoch 1619 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2321.72 ms [2021-09-30 22:11:13 main:574] : INFO : Epoch 1620 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 2269.39 ms [2021-09-30 22:11:15 main:574] : INFO : Epoch 1621 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 2250.06 ms [2021-09-30 22:11:17 main:574] : INFO : Epoch 1622 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 2227.92 ms [2021-09-30 22:11:19 main:574] : INFO : Epoch 1623 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2200.35 ms [2021-09-30 22:11:21 main:574] : INFO : Epoch 1624 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2203.89 ms [2021-09-30 22:11:24 main:574] : INFO : Epoch 1625 | loss: 0.0312451 | val_loss: 0.0312465 | Time: 2319.04 ms [2021-09-30 22:11:26 main:574] : INFO : Epoch 1626 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2223.71 ms [2021-09-30 22:11:28 main:574] : INFO : Epoch 1627 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 2223.7 ms [2021-09-30 22:11:31 main:574] : INFO : Epoch 1628 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 2276.91 ms [2021-09-30 22:11:33 main:574] : INFO : Epoch 1629 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 2234.63 ms [2021-09-30 22:11:35 main:574] : INFO : Epoch 1630 | loss: 0.0312452 | val_loss: 0.0312464 | Time: 2232.29 ms [2021-09-30 22:11:37 main:574] : INFO : Epoch 1631 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2223.37 ms [2021-09-30 22:11:39 main:574] : INFO : Epoch 1632 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2246.39 ms [2021-09-30 22:11:42 main:574] : INFO : Epoch 1633 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 2253.64 ms [2021-09-30 22:11:44 main:574] : INFO : Epoch 1634 | loss: 0.0312455 | val_loss: 0.0312468 | Time: 2250.88 ms [2021-09-30 22:11:46 main:574] : INFO : Epoch 1635 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 2293.24 ms [2021-09-30 22:11:49 main:574] : INFO : Epoch 1636 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 2198.74 ms [2021-09-30 22:11:51 main:574] : INFO : Epoch 1637 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 2208.37 ms [2021-09-30 22:11:53 main:574] : INFO : Epoch 1638 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 2201.89 ms [2021-09-30 22:11:55 main:574] : INFO : Epoch 1639 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 2236.31 ms [2021-09-30 22:11:57 main:574] : INFO : Epoch 1640 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 2185.65 ms [2021-09-30 22:12:00 main:574] : INFO : Epoch 1641 | loss: 0.0312458 | val_loss: 0.0312491 | Time: 2208.92 ms [2021-09-30 22:12:02 main:574] : INFO : Epoch 1642 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 2218.27 ms [2021-09-30 22:12:04 main:574] : INFO : Epoch 1643 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 2205.51 ms [2021-09-30 22:12:06 main:574] : INFO : Epoch 1644 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2220.37 ms [2021-09-30 22:12:08 main:574] : INFO : Epoch 1645 | loss: 0.0312469 | val_loss: 0.0312503 | Time: 2245.43 ms [2021-09-30 22:12:11 main:574] : INFO : Epoch 1646 | loss: 0.0312472 | val_loss: 0.0312498 | Time: 2331.47 ms [2021-09-30 22:12:13 main:574] : INFO : Epoch 1647 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 2247.32 ms [2021-09-30 22:12:15 main:574] : INFO : Epoch 1648 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 2287.1 ms [2021-09-30 22:12:18 main:574] : INFO : Epoch 1649 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 2277.41 ms [2021-09-30 22:12:20 main:574] : INFO : Epoch 1650 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 2335.02 ms [2021-09-30 22:12:22 main:574] : INFO : Epoch 1651 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2294.54 ms [2021-09-30 22:12:25 main:574] : INFO : Epoch 1652 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 2234.13 ms [2021-09-30 22:12:27 main:574] : INFO : Epoch 1653 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2269.84 ms [2021-09-30 22:12:29 main:574] : INFO : Epoch 1654 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 2277.78 ms [2021-09-30 22:12:31 main:574] : INFO : Epoch 1655 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2235.61 ms [2021-09-30 22:12:34 main:574] : INFO : Epoch 1656 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2284.1 ms [2021-09-30 22:12:36 main:574] : INFO : Epoch 1657 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 2246.36 ms [2021-09-30 22:12:38 main:574] : INFO : Epoch 1658 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 2237.83 ms [2021-09-30 22:12:40 main:574] : INFO : Epoch 1659 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2208.57 ms [2021-09-30 22:12:43 main:574] : INFO : Epoch 1660 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2288.92 ms [2021-09-30 22:12:45 main:574] : INFO : Epoch 1661 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 2297.35 ms [2021-09-30 22:12:47 main:574] : INFO : Epoch 1662 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2263.32 ms [2021-09-30 22:12:49 main:574] : INFO : Epoch 1663 | loss: 0.0312461 | val_loss: 0.0312487 | Time: 2283.38 ms [2021-09-30 22:12:52 main:574] : INFO : Epoch 1664 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2316.93 ms [2021-09-30 22:12:54 main:574] : INFO : Epoch 1665 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 2326.42 ms [2021-09-30 22:12:56 main:574] : INFO : Epoch 1666 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2275.04 ms [2021-09-30 22:12:59 main:574] : INFO : Epoch 1667 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 2289.98 ms [2021-09-30 22:13:01 main:574] : INFO : Epoch 1668 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 2314.69 ms [2021-09-30 22:13:03 main:574] : INFO : Epoch 1669 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2246.85 ms [2021-09-30 22:13:05 main:574] : INFO : Epoch 1670 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2222.23 ms [2021-09-30 22:13:08 main:574] : INFO : Epoch 1671 | loss: 0.0312454 | val_loss: 0.0312474 | Time: 2268.58 ms [2021-09-30 22:13:10 main:574] : INFO : Epoch 1672 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2358.76 ms [2021-09-30 22:13:12 main:574] : INFO : Epoch 1673 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 2301.67 ms [2021-09-30 22:13:15 main:574] : INFO : Epoch 1674 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2398.05 ms [2021-09-30 22:13:17 main:574] : INFO : Epoch 1675 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2428.83 ms [2021-09-30 22:13:20 main:574] : INFO : Epoch 1676 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 2436.73 ms [2021-09-30 22:13:22 main:574] : INFO : Epoch 1677 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2427.07 ms [2021-09-30 22:13:25 main:574] : INFO : Epoch 1678 | loss: 0.0312454 | val_loss: 0.0312463 | Time: 2356.55 ms [2021-09-30 22:13:27 main:574] : INFO : Epoch 1679 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2441.27 ms [2021-09-30 22:13:29 main:574] : INFO : Epoch 1680 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2241.6 ms [2021-09-30 22:13:31 main:574] : INFO : Epoch 1681 | loss: 0.0312458 | val_loss: 0.0312489 | Time: 2254.19 ms [2021-09-30 22:13:34 main:574] : INFO : Epoch 1682 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2284.36 ms [2021-09-30 22:13:36 main:574] : INFO : Epoch 1683 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 2363.04 ms [2021-09-30 22:13:38 main:574] : INFO : Epoch 1684 | loss: 0.0312454 | val_loss: 0.031246 | Time: 2342.58 ms [2021-09-30 22:13:41 main:574] : INFO : Epoch 1685 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 2329.22 ms [2021-09-30 22:13:43 main:574] : INFO : Epoch 1686 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 2345.37 ms [2021-09-30 22:13:46 main:574] : INFO : Epoch 1687 | loss: 0.0312454 | val_loss: 0.031246 | Time: 2428.6 ms [2021-09-30 22:13:48 main:574] : INFO : Epoch 1688 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2335.37 ms [2021-09-30 22:13:50 main:574] : INFO : Epoch 1689 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2354.33 ms [2021-09-30 22:13:53 main:574] : INFO : Epoch 1690 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 2391.13 ms [2021-09-30 22:13:55 main:574] : INFO : Epoch 1691 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2234.08 ms [2021-09-30 22:13:57 main:574] : INFO : Epoch 1692 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2216.19 ms [2021-09-30 22:13:59 main:574] : INFO : Epoch 1693 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 2277.52 ms [2021-09-30 22:14:02 main:574] : INFO : Epoch 1694 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 2330.54 ms [2021-09-30 22:14:04 main:574] : INFO : Epoch 1695 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2322.74 ms [2021-09-30 22:14:06 main:574] : INFO : Epoch 1696 | loss: 0.0312461 | val_loss: 0.0312498 | Time: 2371.58 ms [2021-09-30 22:14:09 main:574] : INFO : Epoch 1697 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 2516.44 ms [2021-09-30 22:14:11 main:574] : INFO : Epoch 1698 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 2390.83 ms [2021-09-30 22:14:14 main:574] : INFO : Epoch 1699 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 2430.28 ms [2021-09-30 22:14:16 main:574] : INFO : Epoch 1700 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2408.09 ms [2021-09-30 22:14:19 main:574] : INFO : Epoch 1701 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 2333 ms [2021-09-30 22:14:21 main:574] : INFO : Epoch 1702 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 2249.24 ms [2021-09-30 22:14:23 main:574] : INFO : Epoch 1703 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2225.82 ms [2021-09-30 22:14:25 main:574] : INFO : Epoch 1704 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 2357.97 ms [2021-09-30 22:14:28 main:574] : INFO : Epoch 1705 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2443.9 ms [2021-09-30 22:14:30 main:574] : INFO : Epoch 1706 | loss: 0.0312453 | val_loss: 0.0312467 | Time: 2313.51 ms [2021-09-30 22:14:33 main:574] : INFO : Epoch 1707 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 2372.54 ms [2021-09-30 22:14:35 main:574] : INFO : Epoch 1708 | loss: 0.0312455 | val_loss: 0.0312486 | Time: 2365.65 ms [2021-09-30 22:14:37 main:574] : INFO : Epoch 1709 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2394.83 ms [2021-09-30 22:14:40 main:574] : INFO : Epoch 1710 | loss: 0.0312456 | val_loss: 0.0312466 | Time: 2411.55 ms [2021-09-30 22:14:42 main:574] : INFO : Epoch 1711 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 2354.66 ms [2021-09-30 22:14:44 main:574] : INFO : Epoch 1712 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2322.29 ms [2021-09-30 22:14:47 main:574] : INFO : Epoch 1713 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 2246.85 ms [2021-09-30 22:14:49 main:574] : INFO : Epoch 1714 | loss: 0.031246 | val_loss: 0.0312469 | Time: 2272.66 ms [2021-09-30 22:14:51 main:574] : INFO : Epoch 1715 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 2289.65 ms [2021-09-30 22:14:54 main:574] : INFO : Epoch 1716 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 2353.29 ms [2021-09-30 22:14:56 main:574] : INFO : Epoch 1717 | loss: 0.0312452 | val_loss: 0.031246 | Time: 2344.83 ms [2021-09-30 22:14:58 main:574] : INFO : Epoch 1718 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 2376.97 ms [2021-09-30 22:15:01 main:574] : INFO : Epoch 1719 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2375.65 ms [2021-09-30 22:15:03 main:574] : INFO : Epoch 1720 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2389.72 ms [2021-09-30 22:15:06 main:574] : INFO : Epoch 1721 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2377.93 ms [2021-09-30 22:15:08 main:574] : INFO : Epoch 1722 | loss: 0.0312452 | val_loss: 0.031246 | Time: 2305.05 ms [2021-09-30 22:15:10 main:574] : INFO : Epoch 1723 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2255.37 ms [2021-09-30 22:15:12 main:574] : INFO : Epoch 1724 | loss: 0.0312471 | val_loss: 0.0312494 | Time: 2319.98 ms [2021-09-30 22:15:15 main:574] : INFO : Epoch 1725 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2412.82 ms [2021-09-30 22:15:17 main:574] : INFO : Epoch 1726 | loss: 0.031245 | val_loss: 0.0312456 | Time: 2399.77 ms [2021-09-30 22:15:20 main:574] : INFO : Epoch 1727 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2354.82 ms [2021-09-30 22:15:22 main:574] : INFO : Epoch 1728 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 2417.91 ms [2021-09-30 22:15:24 main:574] : INFO : Epoch 1729 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 2361.34 ms [2021-09-30 22:15:27 main:574] : INFO : Epoch 1730 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2339.56 ms [2021-09-30 22:15:29 main:574] : INFO : Epoch 1731 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2347.36 ms [2021-09-30 22:15:31 main:574] : INFO : Epoch 1732 | loss: 0.0312472 | val_loss: 0.0312517 | Time: 2383.93 ms [2021-09-30 22:15:34 main:574] : INFO : Epoch 1733 | loss: 0.0312471 | val_loss: 0.0312455 | Time: 2308.87 ms [2021-09-30 22:15:36 main:574] : INFO : Epoch 1734 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2254.47 ms [2021-09-30 22:15:38 main:574] : INFO : Epoch 1735 | loss: 0.0312456 | val_loss: 0.0312462 | Time: 2354.41 ms [2021-09-30 22:15:41 main:574] : INFO : Epoch 1736 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 2371.59 ms [2021-09-30 22:15:43 main:574] : INFO : Epoch 1737 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 2297.71 ms [2021-09-30 22:15:45 main:574] : INFO : Epoch 1738 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2321.42 ms [2021-09-30 22:15:48 main:574] : INFO : Epoch 1739 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2372.37 ms [2021-09-30 22:15:50 main:574] : INFO : Epoch 1740 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2572.84 ms [2021-09-30 22:15:53 main:574] : INFO : Epoch 1741 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2465.08 ms [2021-09-30 22:15:55 main:574] : INFO : Epoch 1742 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 2438.33 ms [2021-09-30 22:15:58 main:574] : INFO : Epoch 1743 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 2419.27 ms [2021-09-30 22:16:00 main:574] : INFO : Epoch 1744 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 2265.2 ms [2021-09-30 22:16:02 main:574] : INFO : Epoch 1745 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 2270.24 ms [2021-09-30 22:16:05 main:574] : INFO : Epoch 1746 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 2377.63 ms [2021-09-30 22:16:07 main:574] : INFO : Epoch 1747 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 2318.93 ms [2021-09-30 22:16:09 main:574] : INFO : Epoch 1748 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2269.59 ms [2021-09-30 22:16:12 main:574] : INFO : Epoch 1749 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 2307.43 ms [2021-09-30 22:16:14 main:574] : INFO : Epoch 1750 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 2444.89 ms [2021-09-30 22:16:16 main:574] : INFO : Epoch 1751 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 2448.56 ms [2021-09-30 22:16:19 main:574] : INFO : Epoch 1752 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 2334.61 ms [2021-09-30 22:16:21 main:574] : INFO : Epoch 1753 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 2377.38 ms [2021-09-30 22:16:24 main:574] : INFO : Epoch 1754 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 2328.97 ms [2021-09-30 22:16:26 main:574] : INFO : Epoch 1755 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2207.92 ms [2021-09-30 22:16:28 main:574] : INFO : Epoch 1756 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 2297.63 ms [2021-09-30 22:16:30 main:574] : INFO : Epoch 1757 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2408.32 ms [2021-09-30 22:16:33 main:574] : INFO : Epoch 1758 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 2336.68 ms [2021-09-30 22:16:35 main:574] : INFO : Epoch 1759 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2263.51 ms [2021-09-30 22:16:37 main:574] : INFO : Epoch 1760 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 2316.8 ms [2021-09-30 22:16:40 main:574] : INFO : Epoch 1761 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2403.84 ms [2021-09-30 22:16:42 main:574] : INFO : Epoch 1762 | loss: 0.0312461 | val_loss: 0.0312481 | Time: 2342.82 ms [2021-09-30 22:16:45 main:574] : INFO : Epoch 1763 | loss: 0.0312491 | val_loss: 0.0312461 | Time: 2395.19 ms [2021-09-30 22:16:47 main:574] : INFO : Epoch 1764 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2348.3 ms [2021-09-30 22:16:49 main:574] : INFO : Epoch 1765 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2327.6 ms [2021-09-30 22:16:51 main:574] : INFO : Epoch 1766 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2223.12 ms [2021-09-30 22:16:54 main:574] : INFO : Epoch 1767 | loss: 0.0312473 | val_loss: 0.0312485 | Time: 2352.86 ms [2021-09-30 22:16:56 main:574] : INFO : Epoch 1768 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 2409.52 ms [2021-09-30 22:16:59 main:574] : INFO : Epoch 1769 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2345.5 ms [2021-09-30 22:17:01 main:574] : INFO : Epoch 1770 | loss: 0.031246 | val_loss: 0.0312493 | Time: 2276.65 ms [2021-09-30 22:17:03 main:574] : INFO : Epoch 1771 | loss: 0.031248 | val_loss: 0.0312491 | Time: 2353.4 ms [2021-09-30 22:17:06 main:574] : INFO : Epoch 1772 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2352.65 ms [2021-09-30 22:17:08 main:574] : INFO : Epoch 1773 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2292.71 ms [2021-09-30 22:17:10 main:574] : INFO : Epoch 1774 | loss: 0.0312457 | val_loss: 0.0312478 | Time: 2403.04 ms [2021-09-30 22:17:13 main:574] : INFO : Epoch 1775 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 2539.59 ms [2021-09-30 22:17:15 main:574] : INFO : Epoch 1776 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2414.26 ms [2021-09-30 22:17:18 main:574] : INFO : Epoch 1777 | loss: 0.0312459 | val_loss: 0.0312499 | Time: 2264.57 ms [2021-09-30 22:17:20 main:574] : INFO : Epoch 1778 | loss: 0.0312477 | val_loss: 0.0312455 | Time: 2333.26 ms [2021-09-30 22:17:22 main:574] : INFO : Epoch 1779 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2391.37 ms [2021-09-30 22:17:25 main:574] : INFO : Epoch 1780 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2301.46 ms [2021-09-30 22:17:27 main:574] : INFO : Epoch 1781 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 2354.87 ms [2021-09-30 22:17:29 main:574] : INFO : Epoch 1782 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 2380.55 ms [2021-09-30 22:17:32 main:574] : INFO : Epoch 1783 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2319.53 ms [2021-09-30 22:17:34 main:574] : INFO : Epoch 1784 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2320.09 ms [2021-09-30 22:17:36 main:574] : INFO : Epoch 1785 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2399.98 ms [2021-09-30 22:17:39 main:574] : INFO : Epoch 1786 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2292.33 ms [2021-09-30 22:17:41 main:574] : INFO : Epoch 1787 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 2215.07 ms [2021-09-30 22:17:43 main:574] : INFO : Epoch 1788 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2316.37 ms [2021-09-30 22:17:46 main:574] : INFO : Epoch 1789 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 2318.84 ms [2021-09-30 22:17:48 main:574] : INFO : Epoch 1790 | loss: 0.0312474 | val_loss: 0.0312456 | Time: 2271.74 ms [2021-09-30 22:17:50 main:574] : INFO : Epoch 1791 | loss: 0.0312457 | val_loss: 0.0312491 | Time: 2273.25 ms [2021-09-30 22:17:52 main:574] : INFO : Epoch 1792 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 2235.52 ms [2021-09-30 22:17:55 main:574] : INFO : Epoch 1793 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 2310.13 ms [2021-09-30 22:17:57 main:574] : INFO : Epoch 1794 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 2318.51 ms [2021-09-30 22:17:59 main:574] : INFO : Epoch 1795 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 2324.71 ms [2021-09-30 22:18:02 main:574] : INFO : Epoch 1796 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2350.42 ms [2021-09-30 22:18:04 main:574] : INFO : Epoch 1797 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2298.44 ms [2021-09-30 22:18:06 main:574] : INFO : Epoch 1798 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2290.83 ms [2021-09-30 22:18:09 main:574] : INFO : Epoch 1799 | loss: 0.0312455 | val_loss: 0.031247 | Time: 2395.13 ms [2021-09-30 22:18:11 main:574] : INFO : Epoch 1800 | loss: 0.0312456 | val_loss: 0.0312479 | Time: 2336.07 ms [2021-09-30 22:18:13 main:574] : INFO : Epoch 1801 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2335.65 ms [2021-09-30 22:18:16 main:574] : INFO : Epoch 1802 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2319.43 ms [2021-09-30 22:18:18 main:574] : INFO : Epoch 1803 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2283.07 ms [2021-09-30 22:18:20 main:574] : INFO : Epoch 1804 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 2241.64 ms [2021-09-30 22:18:23 main:574] : INFO : Epoch 1805 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 2328.68 ms [2021-09-30 22:18:25 main:574] : INFO : Epoch 1806 | loss: 0.0312454 | val_loss: 0.0312479 | Time: 2344.39 ms [2021-09-30 22:18:27 main:574] : INFO : Epoch 1807 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 2301.29 ms [2021-09-30 22:18:29 main:574] : INFO : Epoch 1808 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 2285 ms [2021-09-30 22:18:32 main:574] : INFO : Epoch 1809 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2302.29 ms [2021-09-30 22:18:34 main:574] : INFO : Epoch 1810 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 2350.91 ms [2021-09-30 22:18:36 main:574] : INFO : Epoch 1811 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 2294.52 ms [2021-09-30 22:18:39 main:574] : INFO : Epoch 1812 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 2325.75 ms [2021-09-30 22:18:41 main:574] : INFO : Epoch 1813 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2330.91 ms [2021-09-30 22:18:43 main:574] : INFO : Epoch 1814 | loss: 0.0312457 | val_loss: 0.0312481 | Time: 2384.97 ms [2021-09-30 22:18:46 main:574] : INFO : Epoch 1815 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2320.82 ms [2021-09-30 22:18:48 main:574] : INFO : Epoch 1816 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2306.17 ms [2021-09-30 22:18:50 main:574] : INFO : Epoch 1817 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2348.47 ms [2021-09-30 22:18:53 main:574] : INFO : Epoch 1818 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2278.84 ms [2021-09-30 22:18:55 main:574] : INFO : Epoch 1819 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 2239.42 ms [2021-09-30 22:18:57 main:574] : INFO : Epoch 1820 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2285.62 ms [2021-09-30 22:19:00 main:574] : INFO : Epoch 1821 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 2350.62 ms [2021-09-30 22:19:02 main:574] : INFO : Epoch 1822 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2420.22 ms [2021-09-30 22:19:04 main:574] : INFO : Epoch 1823 | loss: 0.0312493 | val_loss: 0.0312461 | Time: 2284.24 ms [2021-09-30 22:19:07 main:574] : INFO : Epoch 1824 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 2359.22 ms [2021-09-30 22:19:09 main:574] : INFO : Epoch 1825 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2267.3 ms [2021-09-30 22:19:11 main:574] : INFO : Epoch 1826 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 2234.47 ms [2021-09-30 22:19:14 main:574] : INFO : Epoch 1827 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2323.4 ms [2021-09-30 22:19:16 main:574] : INFO : Epoch 1828 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 2268.87 ms [2021-09-30 22:19:18 main:574] : INFO : Epoch 1829 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 2238.54 ms [2021-09-30 22:19:20 main:574] : INFO : Epoch 1830 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2264.82 ms [2021-09-30 22:19:23 main:574] : INFO : Epoch 1831 | loss: 0.031245 | val_loss: 0.0312462 | Time: 2293.89 ms [2021-09-30 22:19:25 main:574] : INFO : Epoch 1832 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2313.12 ms [2021-09-30 22:19:27 main:574] : INFO : Epoch 1833 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 2292.91 ms [2021-09-30 22:19:30 main:574] : INFO : Epoch 1834 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2309.97 ms [2021-09-30 22:19:32 main:574] : INFO : Epoch 1835 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2330.3 ms [2021-09-30 22:19:34 main:574] : INFO : Epoch 1836 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2251.42 ms [2021-09-30 22:19:36 main:574] : INFO : Epoch 1837 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2246.06 ms [2021-09-30 22:19:39 main:574] : INFO : Epoch 1838 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 2277.15 ms [2021-09-30 22:19:41 main:574] : INFO : Epoch 1839 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 2273.32 ms [2021-09-30 22:19:43 main:574] : INFO : Epoch 1840 | loss: 0.0312456 | val_loss: 0.031246 | Time: 2398.02 ms [2021-09-30 22:19:46 main:574] : INFO : Epoch 1841 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 2301.09 ms [2021-09-30 22:19:48 main:574] : INFO : Epoch 1842 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2400.02 ms [2021-09-30 22:19:51 main:574] : INFO : Epoch 1843 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2446.68 ms [2021-09-30 22:19:53 main:574] : INFO : Epoch 1844 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 2337.2 ms [2021-09-30 22:19:55 main:574] : INFO : Epoch 1845 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 2345.05 ms [2021-09-30 22:19:58 main:574] : INFO : Epoch 1846 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 2429.1 ms [2021-09-30 22:20:00 main:574] : INFO : Epoch 1847 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2311.47 ms [2021-09-30 22:20:02 main:574] : INFO : Epoch 1848 | loss: 0.0312459 | val_loss: 0.0312483 | Time: 2290.99 ms [2021-09-30 22:20:05 main:574] : INFO : Epoch 1849 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2302.76 ms [2021-09-30 22:20:07 main:574] : INFO : Epoch 1850 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 2303.67 ms [2021-09-30 22:20:09 main:574] : INFO : Epoch 1851 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 2229.51 ms [2021-09-30 22:20:11 main:574] : INFO : Epoch 1852 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 2296.66 ms [2021-09-30 22:20:14 main:574] : INFO : Epoch 1853 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 2333.48 ms [2021-09-30 22:20:16 main:574] : INFO : Epoch 1854 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 2405.39 ms [2021-09-30 22:20:19 main:574] : INFO : Epoch 1855 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2321.79 ms [2021-09-30 22:20:21 main:574] : INFO : Epoch 1856 | loss: 0.0312457 | val_loss: 0.0312477 | Time: 2322.95 ms [2021-09-30 22:20:23 main:574] : INFO : Epoch 1857 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2402.09 ms [2021-09-30 22:20:26 main:574] : INFO : Epoch 1858 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2282.15 ms [2021-09-30 22:20:28 main:574] : INFO : Epoch 1859 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 2295.65 ms [2021-09-30 22:20:30 main:574] : INFO : Epoch 1860 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 2289.59 ms [2021-09-30 22:20:32 main:574] : INFO : Epoch 1861 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2271.61 ms [2021-09-30 22:20:35 main:574] : INFO : Epoch 1862 | loss: 0.0312456 | val_loss: 0.0312478 | Time: 2275.32 ms [2021-09-30 22:20:37 main:574] : INFO : Epoch 1863 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2342.7 ms [2021-09-30 22:20:39 main:574] : INFO : Epoch 1864 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 2323.94 ms [2021-09-30 22:20:42 main:574] : INFO : Epoch 1865 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 2384.84 ms [2021-09-30 22:20:44 main:574] : INFO : Epoch 1866 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2330.1 ms [2021-09-30 22:20:46 main:574] : INFO : Epoch 1867 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 2365.9 ms [2021-09-30 22:20:49 main:574] : INFO : Epoch 1868 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2396.29 ms [2021-09-30 22:20:51 main:574] : INFO : Epoch 1869 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2364.78 ms [2021-09-30 22:20:54 main:574] : INFO : Epoch 1870 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2384.8 ms [2021-09-30 22:20:56 main:574] : INFO : Epoch 1871 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2315.43 ms [2021-09-30 22:20:58 main:574] : INFO : Epoch 1872 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2280.27 ms [2021-09-30 22:21:01 main:574] : INFO : Epoch 1873 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2277.16 ms [2021-09-30 22:21:03 main:574] : INFO : Epoch 1874 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2368.07 ms [2021-09-30 22:21:05 main:574] : INFO : Epoch 1875 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 2324.94 ms [2021-09-30 22:21:08 main:574] : INFO : Epoch 1876 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2373.47 ms [2021-09-30 22:21:10 main:574] : INFO : Epoch 1877 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 2343.5 ms [2021-09-30 22:21:12 main:574] : INFO : Epoch 1878 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 2373.28 ms [2021-09-30 22:21:15 main:574] : INFO : Epoch 1879 | loss: 0.0312455 | val_loss: 0.031246 | Time: 2344.38 ms [2021-09-30 22:21:17 main:574] : INFO : Epoch 1880 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 2354.66 ms [2021-09-30 22:21:19 main:574] : INFO : Epoch 1881 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2303.33 ms [2021-09-30 22:21:22 main:574] : INFO : Epoch 1882 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 2226.5 ms [2021-09-30 22:21:24 main:574] : INFO : Epoch 1883 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 2275.44 ms [2021-09-30 22:21:26 main:574] : INFO : Epoch 1884 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2247.79 ms [2021-09-30 22:21:28 main:574] : INFO : Epoch 1885 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 2352.56 ms [2021-09-30 22:21:31 main:574] : INFO : Epoch 1886 | loss: 0.0312465 | val_loss: 0.031247 | Time: 2304.37 ms [2021-09-30 22:21:33 main:574] : INFO : Epoch 1887 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2349.96 ms [2021-09-30 22:21:36 main:574] : INFO : Epoch 1888 | loss: 0.0312459 | val_loss: 0.0312488 | Time: 2371.57 ms [2021-09-30 22:21:38 main:574] : INFO : Epoch 1889 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2344.37 ms [2021-09-30 22:21:40 main:574] : INFO : Epoch 1890 | loss: 0.0312459 | val_loss: 0.0312465 | Time: 2340.71 ms [2021-09-30 22:21:43 main:574] : INFO : Epoch 1891 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 2473.56 ms [2021-09-30 22:21:45 main:574] : INFO : Epoch 1892 | loss: 0.0312482 | val_loss: 0.0312464 | Time: 2346.03 ms [2021-09-30 22:21:47 main:574] : INFO : Epoch 1893 | loss: 0.0312476 | val_loss: 0.0312456 | Time: 2214.82 ms [2021-09-30 22:21:50 main:574] : INFO : Epoch 1894 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2267.53 ms [2021-09-30 22:21:52 main:574] : INFO : Epoch 1895 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2305.26 ms [2021-09-30 22:21:54 main:574] : INFO : Epoch 1896 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2335.99 ms [2021-09-30 22:21:57 main:574] : INFO : Epoch 1897 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2317.46 ms [2021-09-30 22:21:59 main:574] : INFO : Epoch 1898 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 2349.58 ms [2021-09-30 22:22:01 main:574] : INFO : Epoch 1899 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 2382.98 ms [2021-09-30 22:22:04 main:574] : INFO : Epoch 1900 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2363.09 ms [2021-09-30 22:22:06 main:574] : INFO : Epoch 1901 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2338.01 ms [2021-09-30 22:22:08 main:574] : INFO : Epoch 1902 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 2376.4 ms [2021-09-30 22:22:11 main:574] : INFO : Epoch 1903 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 2313 ms [2021-09-30 22:22:13 main:574] : INFO : Epoch 1904 | loss: 0.0312455 | val_loss: 0.031246 | Time: 2244.09 ms [2021-09-30 22:22:15 main:574] : INFO : Epoch 1905 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 2343.34 ms [2021-09-30 22:22:18 main:574] : INFO : Epoch 1906 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 2347.64 ms [2021-09-30 22:22:20 main:574] : INFO : Epoch 1907 | loss: 0.0312457 | val_loss: 0.0312457 | Time: 2321.41 ms [2021-09-30 22:22:22 main:574] : INFO : Epoch 1908 | loss: 0.0312455 | val_loss: 0.031246 | Time: 2341.91 ms [2021-09-30 22:22:25 main:574] : INFO : Epoch 1909 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2389.54 ms [2021-09-30 22:22:27 main:574] : INFO : Epoch 1910 | loss: 0.0312453 | val_loss: 0.0312481 | Time: 2384.92 ms [2021-09-30 22:22:29 main:574] : INFO : Epoch 1911 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2370.08 ms [2021-09-30 22:22:32 main:574] : INFO : Epoch 1912 | loss: 0.0312454 | val_loss: 0.031246 | Time: 2389.44 ms [2021-09-30 22:22:34 main:574] : INFO : Epoch 1913 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2360.08 ms [2021-09-30 22:22:37 main:574] : INFO : Epoch 1914 | loss: 0.0312454 | val_loss: 0.0312477 | Time: 2360.14 ms [2021-09-30 22:22:39 main:574] : INFO : Epoch 1915 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2269.49 ms [2021-09-30 22:22:41 main:574] : INFO : Epoch 1916 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 2287.2 ms [2021-09-30 22:22:44 main:574] : INFO : Epoch 1917 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 2377.48 ms [2021-09-30 22:22:46 main:574] : INFO : Epoch 1918 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 2296.04 ms [2021-09-30 22:22:48 main:574] : INFO : Epoch 1919 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2396.32 ms [2021-09-30 22:22:51 main:574] : INFO : Epoch 1920 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 2369.63 ms [2021-09-30 22:22:53 main:574] : INFO : Epoch 1921 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2382.79 ms [2021-09-30 22:22:55 main:574] : INFO : Epoch 1922 | loss: 0.0312454 | val_loss: 0.0312468 | Time: 2367.32 ms [2021-09-30 22:22:58 main:574] : INFO : Epoch 1923 | loss: 0.0312468 | val_loss: 0.0312495 | Time: 2358.2 ms [2021-09-30 22:23:00 main:574] : INFO : Epoch 1924 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 2381.53 ms [2021-09-30 22:23:02 main:574] : INFO : Epoch 1925 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2266.91 ms [2021-09-30 22:23:05 main:574] : INFO : Epoch 1926 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 2244.93 ms [2021-09-30 22:23:07 main:574] : INFO : Epoch 1927 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2251.26 ms [2021-09-30 22:23:09 main:574] : INFO : Epoch 1928 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2335 ms [2021-09-30 22:23:12 main:574] : INFO : Epoch 1929 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 2430.76 ms [2021-09-30 22:23:14 main:574] : INFO : Epoch 1930 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2431.17 ms [2021-09-30 22:23:16 main:574] : INFO : Epoch 1931 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 2351.45 ms [2021-09-30 22:23:19 main:574] : INFO : Epoch 1932 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 2399.71 ms [2021-09-30 22:23:21 main:574] : INFO : Epoch 1933 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 2390.82 ms [2021-09-30 22:23:24 main:574] : INFO : Epoch 1934 | loss: 0.0312456 | val_loss: 0.0312472 | Time: 2326.6 ms [2021-09-30 22:23:26 main:574] : INFO : Epoch 1935 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2293.86 ms [2021-09-30 22:23:28 main:574] : INFO : Epoch 1936 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2300.96 ms [2021-09-30 22:23:30 main:574] : INFO : Epoch 1937 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2264.78 ms [2021-09-30 22:23:33 main:574] : INFO : Epoch 1938 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2304.9 ms [2021-09-30 22:23:35 main:574] : INFO : Epoch 1939 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 2347.48 ms [2021-09-30 22:23:38 main:574] : INFO : Epoch 1940 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2364.45 ms [2021-09-30 22:23:40 main:574] : INFO : Epoch 1941 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2320.95 ms [2021-09-30 22:23:42 main:574] : INFO : Epoch 1942 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 2421.04 ms [2021-09-30 22:23:45 main:574] : INFO : Epoch 1943 | loss: 0.0312458 | val_loss: 0.03125 | Time: 2354.96 ms [2021-09-30 22:23:47 main:574] : INFO : Epoch 1944 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2348.22 ms [2021-09-30 22:23:49 main:574] : INFO : Epoch 1945 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2352.02 ms [2021-09-30 22:23:52 main:574] : INFO : Epoch 1946 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 2298.1 ms [2021-09-30 22:23:54 main:574] : INFO : Epoch 1947 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2367.3 ms [2021-09-30 22:23:56 main:574] : INFO : Epoch 1948 | loss: 0.0312459 | val_loss: 0.0312489 | Time: 2248.32 ms [2021-09-30 22:23:59 main:574] : INFO : Epoch 1949 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2273.64 ms [2021-09-30 22:24:01 main:574] : INFO : Epoch 1950 | loss: 0.031246 | val_loss: 0.0312481 | Time: 2344.98 ms [2021-09-30 22:24:03 main:574] : INFO : Epoch 1951 | loss: 0.031246 | val_loss: 0.0312465 | Time: 2373.93 ms [2021-09-30 22:24:06 main:574] : INFO : Epoch 1952 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 2303.25 ms [2021-09-30 22:24:08 main:574] : INFO : Epoch 1953 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2390.6 ms [2021-09-30 22:24:10 main:574] : INFO : Epoch 1954 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2441.52 ms [2021-09-30 22:24:13 main:574] : INFO : Epoch 1955 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2325.04 ms [2021-09-30 22:24:15 main:574] : INFO : Epoch 1956 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 2280.12 ms [2021-09-30 22:24:17 main:574] : INFO : Epoch 1957 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 2299 ms [2021-09-30 22:24:20 main:574] : INFO : Epoch 1958 | loss: 0.0312462 | val_loss: 0.0312468 | Time: 2297.63 ms [2021-09-30 22:24:22 main:574] : INFO : Epoch 1959 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 2286.27 ms [2021-09-30 22:24:24 main:574] : INFO : Epoch 1960 | loss: 0.0312458 | val_loss: 0.0312468 | Time: 2295.43 ms [2021-09-30 22:24:27 main:574] : INFO : Epoch 1961 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 2313.89 ms [2021-09-30 22:24:29 main:574] : INFO : Epoch 1962 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2393.06 ms [2021-09-30 22:24:31 main:574] : INFO : Epoch 1963 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2303.38 ms [2021-09-30 22:24:34 main:574] : INFO : Epoch 1964 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 2342.76 ms [2021-09-30 22:24:36 main:574] : INFO : Epoch 1965 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 2329.53 ms [2021-09-30 22:24:38 main:574] : INFO : Epoch 1966 | loss: 0.031246 | val_loss: 0.0312482 | Time: 2322.06 ms [2021-09-30 22:24:41 main:574] : INFO : Epoch 1967 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 2295.93 ms [2021-09-30 22:24:43 main:574] : INFO : Epoch 1968 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 2332.45 ms [2021-09-30 22:24:45 main:574] : INFO : Epoch 1969 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2303.89 ms [2021-09-30 22:24:48 main:574] : INFO : Epoch 1970 | loss: 0.0312458 | val_loss: 0.031248 | Time: 2333.19 ms [2021-09-30 22:24:50 main:574] : INFO : Epoch 1971 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2268.75 ms [2021-09-30 22:24:52 main:574] : INFO : Epoch 1972 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 2331.29 ms [2021-09-30 22:24:55 main:574] : INFO : Epoch 1973 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 2483.08 ms [2021-09-30 22:24:57 main:574] : INFO : Epoch 1974 | loss: 0.031246 | val_loss: 0.031246 | Time: 2320.12 ms [2021-09-30 22:24:59 main:574] : INFO : Epoch 1975 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 2405 ms [2021-09-30 22:25:02 main:574] : INFO : Epoch 1976 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 2306.92 ms [2021-09-30 22:25:04 main:574] : INFO : Epoch 1977 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 2353.31 ms [2021-09-30 22:25:06 main:574] : INFO : Epoch 1978 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 2259.95 ms [2021-09-30 22:25:09 main:574] : INFO : Epoch 1979 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2279.35 ms [2021-09-30 22:25:11 main:574] : INFO : Epoch 1980 | loss: 0.0312462 | val_loss: 0.0312504 | Time: 2338.87 ms [2021-09-30 22:25:13 main:574] : INFO : Epoch 1981 | loss: 0.031248 | val_loss: 0.0312458 | Time: 2331.35 ms [2021-09-30 22:25:16 main:574] : INFO : Epoch 1982 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 2316.49 ms [2021-09-30 22:25:18 main:574] : INFO : Epoch 1983 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 2287.9 ms [2021-09-30 22:25:20 main:574] : INFO : Epoch 1984 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 2460.32 ms [2021-09-30 22:25:23 main:574] : INFO : Epoch 1985 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2392.84 ms [2021-09-30 22:25:25 main:574] : INFO : Epoch 1986 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 2376.28 ms [2021-09-30 22:25:27 main:574] : INFO : Epoch 1987 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2293.98 ms [2021-09-30 22:25:30 main:574] : INFO : Epoch 1988 | loss: 0.0312457 | val_loss: 0.0312486 | Time: 2287.76 ms [2021-09-30 22:25:32 main:574] : INFO : Epoch 1989 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 2286.26 ms [2021-09-30 22:25:34 main:574] : INFO : Epoch 1990 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 2264.25 ms [2021-09-30 22:25:37 main:574] : INFO : Epoch 1991 | loss: 0.0312453 | val_loss: 0.031246 | Time: 2356.69 ms [2021-09-30 22:25:39 main:574] : INFO : Epoch 1992 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2339.99 ms [2021-09-30 22:25:41 main:574] : INFO : Epoch 1993 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2317.87 ms [2021-09-30 22:25:44 main:574] : INFO : Epoch 1994 | loss: 0.0312472 | val_loss: 0.0312506 | Time: 2282.76 ms [2021-09-30 22:25:46 main:574] : INFO : Epoch 1995 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2373.61 ms [2021-09-30 22:25:48 main:574] : INFO : Epoch 1996 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2351.3 ms [2021-09-30 22:25:51 main:574] : INFO : Epoch 1997 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 2352.74 ms [2021-09-30 22:25:53 main:574] : INFO : Epoch 1998 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2333.09 ms [2021-09-30 22:25:55 main:574] : INFO : Epoch 1999 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2268.76 ms [2021-09-30 22:25:58 main:574] : INFO : Epoch 2000 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 2330.66 ms [2021-09-30 22:26:00 main:574] : INFO : Epoch 2001 | loss: 0.0312455 | val_loss: 0.0312472 | Time: 2283.14 ms [2021-09-30 22:26:02 main:574] : INFO : Epoch 2002 | loss: 0.031247 | val_loss: 0.0312466 | Time: 2333.54 ms [2021-09-30 22:26:05 main:574] : INFO : Epoch 2003 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2358.22 ms [2021-09-30 22:26:07 main:574] : INFO : Epoch 2004 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2322.01 ms [2021-09-30 22:26:09 main:574] : INFO : Epoch 2005 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2291.99 ms [2021-09-30 22:26:12 main:574] : INFO : Epoch 2006 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 2352.21 ms [2021-09-30 22:26:14 main:574] : INFO : Epoch 2007 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 2363.61 ms [2021-09-30 22:26:16 main:574] : INFO : Epoch 2008 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2356.7 ms [2021-09-30 22:26:19 main:574] : INFO : Epoch 2009 | loss: 0.0312458 | val_loss: 0.031247 | Time: 2499.23 ms [2021-09-30 22:26:21 main:574] : INFO : Epoch 2010 | loss: 0.0312475 | val_loss: 0.0312457 | Time: 2290.8 ms [2021-09-30 22:26:24 main:574] : INFO : Epoch 2011 | loss: 0.031246 | val_loss: 0.0312481 | Time: 2325.53 ms [2021-09-30 22:26:26 main:574] : INFO : Epoch 2012 | loss: 0.0312471 | val_loss: 0.0312457 | Time: 2376.95 ms [2021-09-30 22:26:28 main:574] : INFO : Epoch 2013 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2320.93 ms [2021-09-30 22:26:31 main:574] : INFO : Epoch 2014 | loss: 0.0312457 | val_loss: 0.031246 | Time: 2399.16 ms [2021-09-30 22:26:33 main:574] : INFO : Epoch 2015 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 2335.19 ms [2021-09-30 22:26:35 main:574] : INFO : Epoch 2016 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2383.3 ms [2021-09-30 22:26:38 main:574] : INFO : Epoch 2017 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 2361.12 ms [2021-09-30 22:26:40 main:574] : INFO : Epoch 2018 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2417.3 ms [2021-09-30 22:26:42 main:574] : INFO : Epoch 2019 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2313.53 ms [2021-09-30 22:26:45 main:574] : INFO : Epoch 2020 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2267.27 ms [2021-09-30 22:26:47 main:574] : INFO : Epoch 2021 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 2300.72 ms [2021-09-30 22:26:49 main:574] : INFO : Epoch 2022 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2337.96 ms [2021-09-30 22:26:52 main:574] : INFO : Epoch 2023 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 2354.74 ms [2021-09-30 22:26:54 main:574] : INFO : Epoch 2024 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2326.57 ms [2021-09-30 22:26:56 main:574] : INFO : Epoch 2025 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2408.92 ms [2021-09-30 22:26:59 main:574] : INFO : Epoch 2026 | loss: 0.0312457 | val_loss: 0.0312476 | Time: 2316.57 ms [2021-09-30 22:27:01 main:574] : INFO : Epoch 2027 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2279.77 ms [2021-09-30 22:27:03 main:574] : INFO : Epoch 2028 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 2329.38 ms [2021-09-30 22:27:06 main:574] : INFO : Epoch 2029 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 2325.85 ms [2021-09-30 22:27:08 main:574] : INFO : Epoch 2030 | loss: 0.0312471 | val_loss: 0.0312506 | Time: 2282.41 ms [2021-09-30 22:27:10 main:574] : INFO : Epoch 2031 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 2264.36 ms [2021-09-30 22:27:13 main:574] : INFO : Epoch 2032 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 2214.42 ms [2021-09-30 22:27:15 main:574] : INFO : Epoch 2033 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2311.87 ms [2021-09-30 22:27:17 main:574] : INFO : Epoch 2034 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2307.27 ms [2021-09-30 22:27:19 main:574] : INFO : Epoch 2035 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 2278.64 ms [2021-09-30 22:27:22 main:574] : INFO : Epoch 2036 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 2306.32 ms [2021-09-30 22:27:24 main:574] : INFO : Epoch 2037 | loss: 0.0312466 | val_loss: 0.0312474 | Time: 2298.71 ms [2021-09-30 22:27:26 main:574] : INFO : Epoch 2038 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2258.25 ms [2021-09-30 22:27:29 main:574] : INFO : Epoch 2039 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2246.84 ms [2021-09-30 22:27:31 main:574] : INFO : Epoch 2040 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2258.15 ms [2021-09-30 22:27:33 main:574] : INFO : Epoch 2041 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 2210.57 ms [2021-09-30 22:27:35 main:574] : INFO : Epoch 2042 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2262.9 ms [2021-09-30 22:27:38 main:574] : INFO : Epoch 2043 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2263.35 ms [2021-09-30 22:27:40 main:574] : INFO : Epoch 2044 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2346.63 ms [2021-09-30 22:27:42 main:574] : INFO : Epoch 2045 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2268.58 ms [2021-09-30 22:27:45 main:574] : INFO : Epoch 2046 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2304.86 ms [2021-09-30 22:27:47 main:574] : INFO : Epoch 2047 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2254.32 ms [2021-09-30 22:27:49 main:574] : INFO : Epoch 2048 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 2282.99 ms [2021-09-30 22:27:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312496 [2021-09-30 22:27:49 main:603] : INFO : Saving end state to config to file [2021-09-30 22:27:49 main:608] : INFO : Success, exiting.. 22:27:49 (22996): 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)