Task 3750310
| Name | ParityModified-1609263508-27855-1_2 |
| Workunit | 1829882 |
| Created | 21 Jan 2021, 14:58:52 UTC |
| Sent | 21 Jan 2021, 15:14:00 UTC |
| Report deadline | 28 Jan 2021, 15:14:00 UTC |
| Received | 21 Jan 2021, 17:39:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 1 hours 17 min 47 sec |
| CPU time | 1 hours 13 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312436 | val_loss: 0.0312455 | Time: 2214.37 ms
[2021-01-21 08:19:59 main:574] : INFO : Epoch 1543 | loss: 0.0312435 | val_loss: 0.031247 | Time: 2297.89 ms
[2021-01-21 08:20:02 main:574] : INFO : Epoch 1544 | loss: 0.0312435 | val_loss: 0.0312457 | Time: 2511.35 ms
[2021-01-21 08:20:04 main:574] : INFO : Epoch 1545 | loss: 0.031244 | val_loss: 0.0312469 | Time: 2360.41 ms
[2021-01-21 08:20:07 main:574] : INFO : Epoch 1546 | loss: 0.0312432 | val_loss: 0.0312464 | Time: 2240.91 ms
[2021-01-21 08:20:09 main:574] : INFO : Epoch 1547 | loss: 0.0312436 | val_loss: 0.031247 | Time: 2273.27 ms
[2021-01-21 08:20:11 main:574] : INFO : Epoch 1548 | loss: 0.0312445 | val_loss: 0.0312468 | Time: 2289.76 ms
[2021-01-21 08:20:14 main:574] : INFO : Epoch 1549 | loss: 0.0312434 | val_loss: 0.0312469 | Time: 2347.53 ms
[2021-01-21 08:20:16 main:574] : INFO : Epoch 1550 | loss: 0.0312435 | val_loss: 0.031246 | Time: 2240.4 ms
[2021-01-21 08:20:18 main:574] : INFO : Epoch 1551 | loss: 0.031243 | val_loss: 0.0312465 | Time: 2213.22 ms
[2021-01-21 08:20:20 main:574] : INFO : Epoch 1552 | loss: 0.0312433 | val_loss: 0.0312471 | Time: 2301.49 ms
[2021-01-21 08:20:23 main:574] : INFO : Epoch 1553 | loss: 0.0312434 | val_loss: 0.0312486 | Time: 2186.89 ms
[2021-01-21 08:20:25 main:574] : INFO : Epoch 1554 | loss: 0.0312445 | val_loss: 0.0312506 | Time: 2217.42 ms
[2021-01-21 08:20:27 main:574] : INFO : Epoch 1555 | loss: 0.0312447 | val_loss: 0.0312475 | Time: 2307.53 ms
[2021-01-21 08:20:29 main:574] : INFO : Epoch 1556 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 2195.57 ms
[2021-01-21 08:20:32 main:574] : INFO : Epoch 1557 | loss: 0.0312451 | val_loss: 0.031246 | Time: 2217.9 ms
[2021-01-21 08:20:34 main:574] : INFO : Epoch 1558 | loss: 0.0312435 | val_loss: 0.0312459 | Time: 2225.74 ms
[2021-01-21 08:20:36 main:574] : INFO : Epoch 1559 | loss: 0.0312436 | val_loss: 0.031246 | Time: 2246.91 ms
[2021-01-21 08:20:38 main:574] : INFO : Epoch 1560 | loss: 0.0312443 | val_loss: 0.0312499 | Time: 2220.57 ms
[2021-01-21 08:20:41 main:574] : INFO : Epoch 1561 | loss: 0.0312444 | val_loss: 0.0312489 | Time: 2290.64 ms
[2021-01-21 08:20:43 main:574] : INFO : Epoch 1562 | loss: 0.0312434 | val_loss: 0.0312465 | Time: 2274.11 ms
[2021-01-21 08:20:45 main:574] : INFO : Epoch 1563 | loss: 0.0312439 | val_loss: 0.0312464 | Time: 2290.22 ms
[2021-01-21 08:20:48 main:574] : INFO : Epoch 1564 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 2322.25 ms
[2021-01-21 08:20:50 main:574] : INFO : Epoch 1565 | loss: 0.0312442 | val_loss: 0.0312459 | Time: 2284.27 ms
[2021-01-21 08:20:52 main:574] : INFO : Epoch 1566 | loss: 0.0312434 | val_loss: 0.0312459 | Time: 2313.33 ms
[2021-01-21 08:20:55 main:574] : INFO : Epoch 1567 | loss: 0.0312437 | val_loss: 0.0312464 | Time: 2321.6 ms
[2021-01-21 08:20:57 main:574] : INFO : Epoch 1568 | loss: 0.0312438 | val_loss: 0.0312454 | Time: 2262.54 ms
[2021-01-21 08:20:59 main:574] : INFO : Epoch 1569 | loss: 0.0312434 | val_loss: 0.0312472 | Time: 2183.73 ms
[2021-01-21 08:21:02 main:574] : INFO : Epoch 1570 | loss: 0.0312439 | val_loss: 0.0312459 | Time: 2250.16 ms
[2021-01-21 08:21:04 main:574] : INFO : Epoch 1571 | loss: 0.0312436 | val_loss: 0.0312463 | Time: 2213.45 ms
[2021-01-21 08:21:06 main:574] : INFO : Epoch 1572 | loss: 0.031244 | val_loss: 0.0312478 | Time: 2220.86 ms
[2021-01-21 08:21:08 main:574] : INFO : Epoch 1573 | loss: 0.0312442 | val_loss: 0.031246 | Time: 2269.8 ms
[2021-01-21 08:21:11 main:574] : INFO : Epoch 1574 | loss: 0.0312437 | val_loss: 0.0312455 | Time: 2264.68 ms
[2021-01-21 08:21:13 main:574] : INFO : Epoch 1575 | loss: 0.0312437 | val_loss: 0.0312461 | Time: 2331.09 ms
[2021-01-21 08:21:15 main:574] : INFO : Epoch 1576 | loss: 0.0312444 | val_loss: 0.0312464 | Time: 2305.13 ms
[2021-01-21 08:21:18 main:574] : INFO : Epoch 1577 | loss: 0.0312441 | val_loss: 0.0312458 | Time: 2329.7 ms
[2021-01-21 08:21:20 main:574] : INFO : Epoch 1578 | loss: 0.0312441 | val_loss: 0.0312463 | Time: 2288.71 ms
[2021-01-21 08:21:22 main:574] : INFO : Epoch 1579 | loss: 0.0312445 | val_loss: 0.0312472 | Time: 2330.38 ms
[2021-01-21 08:21:25 main:574] : INFO : Epoch 1580 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 2301.27 ms
[2021-01-21 08:21:27 main:574] : INFO : Epoch 1581 | loss: 0.0312435 | val_loss: 0.0312461 | Time: 2176.26 ms
[2021-01-21 08:21:29 main:574] : INFO : Epoch 1582 | loss: 0.0312436 | val_loss: 0.0312472 | Time: 2271.06 ms
[2021-01-21 08:21:31 main:574] : INFO : Epoch 1583 | loss: 0.0312438 | val_loss: 0.0312468 | Time: 2222.05 ms
[2021-01-21 08:21:34 main:574] : INFO : Epoch 1584 | loss: 0.0312437 | val_loss: 0.0312458 | Time: 2341.7 ms
[2021-01-21 08:21:36 main:574] : INFO : Epoch 1585 | loss: 0.0312436 | val_loss: 0.0312465 | Time: 2275.89 ms
[2021-01-21 08:21:38 main:574] : INFO : Epoch 1586 | loss: 0.0312439 | val_loss: 0.0312456 | Time: 2253.65 ms
[2021-01-21 08:21:41 main:574] : INFO : Epoch 1587 | loss: 0.0312436 | val_loss: 0.0312475 | Time: 2297.16 ms
[2021-01-21 08:21:43 main:574] : INFO : Epoch 1588 | loss: 0.0312435 | val_loss: 0.0312461 | Time: 2295.8 ms
[2021-01-21 08:21:45 main:574] : INFO : Epoch 1589 | loss: 0.0312436 | val_loss: 0.031247 | Time: 2225.59 ms
[2021-01-21 08:21:48 main:574] : INFO : Epoch 1590 | loss: 0.0312437 | val_loss: 0.0312454 | Time: 2314.99 ms
[2021-01-21 08:21:50 main:574] : INFO : Epoch 1591 | loss: 0.0312433 | val_loss: 0.0312461 | Time: 2257.17 ms
[2021-01-21 08:21:52 main:574] : INFO : Epoch 1592 | loss: 0.0312432 | val_loss: 0.0312469 | Time: 2237.84 ms
[2021-01-21 08:21:55 main:574] : INFO : Epoch 1593 | loss: 0.0312436 | val_loss: 0.0312483 | Time: 2342.02 ms
[2021-01-21 08:21:57 main:574] : INFO : Epoch 1594 | loss: 0.0312438 | val_loss: 0.0312469 | Time: 2256.94 ms
[2021-01-21 08:21:59 main:574] : INFO : Epoch 1595 | loss: 0.0312441 | val_loss: 0.0312458 | Time: 2297.29 ms
[2021-01-21 08:22:02 main:574] : INFO : Epoch 1596 | loss: 0.0312441 | val_loss: 0.0312474 | Time: 2390.49 ms
[2021-01-21 08:22:04 main:574] : INFO : Epoch 1597 | loss: 0.0312443 | val_loss: 0.0312456 | Time: 2310.71 ms
[2021-01-21 08:22:06 main:574] : INFO : Epoch 1598 | loss: 0.0312432 | val_loss: 0.0312462 | Time: 2239.71 ms
[2021-01-21 08:22:08 main:574] : INFO : Epoch 1599 | loss: 0.0312436 | val_loss: 0.0312466 | Time: 2284.38 ms
[2021-01-21 08:22:11 main:574] : INFO : Epoch 1600 | loss: 0.0312439 | val_loss: 0.031246 | Time: 2228.69 ms
[2021-01-21 08:22:13 main:574] : INFO : Epoch 1601 | loss: 0.0312433 | val_loss: 0.0312472 | Time: 2204.53 ms
[2021-01-21 08:22:15 main:574] : INFO : Epoch 1602 | loss: 0.0312436 | val_loss: 0.031247 | Time: 2216.28 ms
[2021-01-21 08:22:18 main:574] : INFO : Epoch 1603 | loss: 0.0312446 | val_loss: 0.0312477 | Time: 2214.44 ms
[2021-01-21 08:22:20 main:574] : INFO : Epoch 1604 | loss: 0.0312434 | val_loss: 0.0312461 | Time: 2264.85 ms
[2021-01-21 08:22:22 main:574] : INFO : Epoch 1605 | loss: 0.0312444 | val_loss: 0.0312463 | Time: 2304.22 ms
[2021-01-21 08:22:24 main:574] : INFO : Epoch 1606 | loss: 0.0312447 | val_loss: 0.031246 | Time: 2231.19 ms
[2021-01-21 08:22:27 main:574] : INFO : Epoch 1607 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 2287.54 ms
[2021-01-21 08:22:29 main:574] : INFO : Epoch 1608 | loss: 0.0312441 | val_loss: 0.0312475 | Time: 2324.83 ms
[2021-01-21 08:22:31 main:574] : INFO : Epoch 1609 | loss: 0.0312443 | val_loss: 0.0312497 | Time: 2312.11 ms
[2021-01-21 08:22:34 main:574] : INFO : Epoch 1610 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 2297.86 ms
[2021-01-21 08:22:36 main:574] : INFO : Epoch 1611 | loss: 0.031245 | val_loss: 0.0312455 | Time: 2208.79 ms
[2021-01-21 08:22:38 main:574] : INFO : Epoch 1612 | loss: 0.0312435 | val_loss: 0.0312469 | Time: 2286.82 ms
[2021-01-21 08:22:41 main:574] : INFO : Epoch 1613 | loss: 0.0312442 | val_loss: 0.0312455 | Time: 2296.95 ms
[2021-01-21 08:22:43 main:574] : INFO : Epoch 1614 | loss: 0.0312439 | val_loss: 0.0312479 | Time: 2278.1 ms
[2021-01-21 08:22:45 main:574] : INFO : Epoch 1615 | loss: 0.0312446 | val_loss: 0.0312465 | Time: 2382.42 ms
[2021-01-21 08:22:48 main:574] : INFO : Epoch 1616 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 2277.31 ms
[2021-01-21 08:22:50 main:574] : INFO : Epoch 1617 | loss: 0.031244 | val_loss: 0.0312453 | Time: 2280.48 ms
[2021-01-21 08:22:52 main:574] : INFO : Epoch 1618 | loss: 0.031244 | val_loss: 0.031247 | Time: 2255.08 ms
[2021-01-21 08:22:55 main:574] : INFO : Epoch 1619 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 2402.82 ms
[2021-01-21 08:22:57 main:574] : INFO : Epoch 1620 | loss: 0.0312437 | val_loss: 0.0312462 | Time: 2254.69 ms
[2021-01-21 08:22:59 main:574] : INFO : Epoch 1621 | loss: 0.0312451 | val_loss: 0.0312467 | Time: 2241.9 ms
[2021-01-21 08:23:02 main:574] : INFO : Epoch 1622 | loss: 0.0312441 | val_loss: 0.0312472 | Time: 2244.7 ms
[2021-01-21 08:23:04 main:574] : INFO : Epoch 1623 | loss: 0.0312436 | val_loss: 0.0312457 | Time: 2349.98 ms
[2021-01-21 08:23:06 main:574] : INFO : Epoch 1624 | loss: 0.0312435 | val_loss: 0.0312461 | Time: 2312.77 ms
[2021-01-21 08:23:09 main:574] : INFO : Epoch 1625 | loss: 0.0312434 | val_loss: 0.0312459 | Time: 2312.7 ms
[2021-01-21 08:23:11 main:574] : INFO : Epoch 1626 | loss: 0.0312437 | val_loss: 0.0312464 | Time: 2270.35 ms
[2021-01-21 08:23:13 main:574] : INFO : Epoch 1627 | loss: 0.0312431 | val_loss: 0.0312465 | Time: 2292.94 ms
[2021-01-21 08:23:16 main:574] : INFO : Epoch 1628 | loss: 0.0312435 | val_loss: 0.0312463 | Time: 2241.13 ms
[2021-01-21 08:23:18 main:574] : INFO : Epoch 1629 | loss: 0.0312433 | val_loss: 0.0312466 | Time: 2221.09 ms
[2021-01-21 08:23:20 main:574] : INFO : Epoch 1630 | loss: 0.0312437 | val_loss: 0.031246 | Time: 2319.43 ms
[2021-01-21 08:23:22 main:574] : INFO : Epoch 1631 | loss: 0.0312443 | val_loss: 0.0312459 | Time: 2305.85 ms
[2021-01-21 08:23:25 main:574] : INFO : Epoch 1632 | loss: 0.0312446 | val_loss: 0.031246 | Time: 2307.16 ms
[2021-01-21 08:23:27 main:574] : INFO : Epoch 1633 | loss: 0.0312439 | val_loss: 0.0312489 | Time: 2219.66 ms
[2021-01-21 08:23:29 main:574] : INFO : Epoch 1634 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 2235.7 ms
[2021-01-21 08:23:32 main:574] : INFO : Epoch 1635 | loss: 0.0312449 | val_loss: 0.0312466 | Time: 2157.32 ms
[2021-01-21 08:23:34 main:574] : INFO : Epoch 1636 | loss: 0.0312438 | val_loss: 0.0312477 | Time: 2191.07 ms
[2021-01-21 08:23:36 main:574] : INFO : Epoch 1637 | loss: 0.0312443 | val_loss: 0.0312452 | Time: 2302.34 ms
[2021-01-21 08:23:38 main:574] : INFO : Epoch 1638 | loss: 0.0312445 | val_loss: 0.0312451 | Time: 2307.37 ms
[2021-01-21 08:23:41 main:574] : INFO : Epoch 1639 | loss: 0.0312451 | val_loss: 0.0312471 | Time: 2331.18 ms
[2021-01-21 08:23:43 main:574] : INFO : Epoch 1640 | loss: 0.031244 | val_loss: 0.0312466 | Time: 2268.49 ms
[2021-01-21 08:23:45 main:574] : INFO : Epoch 1641 | loss: 0.0312435 | val_loss: 0.0312467 | Time: 2243.13 ms
[2021-01-21 08:23:48 main:574] : INFO : Epoch 1642 | loss: 0.0312443 | val_loss: 0.0312465 | Time: 2234.07 ms
[2021-01-21 08:23:50 main:574] : INFO : Epoch 1643 | loss: 0.0312434 | val_loss: 0.0312458 | Time: 2278.9 ms
[2021-01-21 08:23:52 main:574] : INFO : Epoch 1644 | loss: 0.0312439 | val_loss: 0.0312459 | Time: 2353.91 ms
[2021-01-21 08:23:55 main:574] : INFO : Epoch 1645 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2258 ms
[2021-01-21 08:23:57 main:574] : INFO : Epoch 1646 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 2300.16 ms
[2021-01-21 08:23:59 main:574] : INFO : Epoch 1647 | loss: 0.0312434 | val_loss: 0.0312464 | Time: 2248.43 ms
[2021-01-21 08:24:02 main:574] : INFO : Epoch 1648 | loss: 0.0312433 | val_loss: 0.031246 | Time: 2387.13 ms
[2021-01-21 08:24:04 main:574] : INFO : Epoch 1649 | loss: 0.0312444 | val_loss: 0.0312465 | Time: 2328.87 ms
[2021-01-21 08:24:06 main:574] : INFO : Epoch 1650 | loss: 0.0312432 | val_loss: 0.0312466 | Time: 2258.44 ms
[2021-01-21 08:24:09 main:574] : INFO : Epoch 1651 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 2327.67 ms
[2021-01-21 08:24:11 main:574] : INFO : Epoch 1652 | loss: 0.0312446 | val_loss: 0.031248 | Time: 2260.36 ms
[2021-01-21 08:24:13 main:574] : INFO : Epoch 1653 | loss: 0.031245 | val_loss: 0.0312484 | Time: 2234.33 ms
[2021-01-21 08:24:15 main:574] : INFO : Epoch 1654 | loss: 0.0312443 | val_loss: 0.0312463 | Time: 2300.87 ms
[2021-01-21 08:24:18 main:574] : INFO : Epoch 1655 | loss: 0.031244 | val_loss: 0.0312461 | Time: 2251.71 ms
[2021-01-21 08:24:20 main:574] : INFO : Epoch 1656 | loss: 0.031244 | val_loss: 0.031246 | Time: 2215.11 ms
[2021-01-21 08:24:22 main:574] : INFO : Epoch 1657 | loss: 0.0312442 | val_loss: 0.0312454 | Time: 2295.54 ms
[2021-01-21 08:24:25 main:574] : INFO : Epoch 1658 | loss: 0.0312431 | val_loss: 0.0312465 | Time: 2238.56 ms
[2021-01-21 08:24:27 main:574] : INFO : Epoch 1659 | loss: 0.0312439 | val_loss: 0.0312484 | Time: 2318.09 ms
[2021-01-21 08:24:29 main:574] : INFO : Epoch 1660 | loss: 0.0312448 | val_loss: 0.0312477 | Time: 2242.96 ms
[2021-01-21 08:24:32 main:574] : INFO : Epoch 1661 | loss: 0.0312449 | val_loss: 0.0312468 | Time: 2371 ms
[2021-01-21 08:24:34 main:574] : INFO : Epoch 1662 | loss: 0.0312433 | val_loss: 0.0312479 | Time: 2212.52 ms
[2021-01-21 08:24:36 main:574] : INFO : Epoch 1663 | loss: 0.031244 | val_loss: 0.0312459 | Time: 2223.51 ms
[2021-01-21 08:24:38 main:574] : INFO : Epoch 1664 | loss: 0.0312453 | val_loss: 0.0312481 | Time: 2280.41 ms
[2021-01-21 08:24:41 main:574] : INFO : Epoch 1665 | loss: 0.0312443 | val_loss: 0.0312459 | Time: 2213.37 ms
[2021-01-21 08:24:43 main:574] : INFO : Epoch 1666 | loss: 0.0312442 | val_loss: 0.031246 | Time: 2325.74 ms
[2021-01-21 08:24:45 main:574] : INFO : Epoch 1667 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2288.76 ms
[2021-01-21 08:24:47 main:574] : INFO : Epoch 1668 | loss: 0.031244 | val_loss: 0.0312457 | Time: 2241.53 ms
[2021-01-21 08:24:50 main:574] : INFO : Epoch 1669 | loss: 0.0312442 | val_loss: 0.0312509 | Time: 2314.48 ms
[2021-01-21 08:24:52 main:574] : INFO : Epoch 1670 | loss: 0.0312453 | val_loss: 0.0312486 | Time: 2234.64 ms
[2021-01-21 08:24:54 main:574] : INFO : Epoch 1671 | loss: 0.0312447 | val_loss: 0.0312464 | Time: 2326.85 ms
[2021-01-21 08:24:57 main:574] : INFO : Epoch 1672 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 2347.01 ms
[2021-01-21 08:24:59 main:574] : INFO : Epoch 1673 | loss: 0.0312439 | val_loss: 0.031247 | Time: 2211.25 ms
[2021-01-21 08:25:01 main:574] : INFO : Epoch 1674 | loss: 0.0312436 | val_loss: 0.0312472 | Time: 2230.83 ms
[2021-01-21 08:25:04 main:574] : INFO : Epoch 1675 | loss: 0.0312439 | val_loss: 0.0312453 | Time: 2253.37 ms
[2021-01-21 08:25:06 main:574] : INFO : Epoch 1676 | loss: 0.031244 | val_loss: 0.0312454 | Time: 2291.61 ms
[2021-01-21 08:25:08 main:574] : INFO : Epoch 1677 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 2221.05 ms
[2021-01-21 08:25:11 main:574] : INFO : Epoch 1678 | loss: 0.0312471 | val_loss: 0.0312491 | Time: 2227.64 ms
[2021-01-21 08:25:13 main:574] : INFO : Epoch 1679 | loss: 0.031247 | val_loss: 0.031246 | Time: 2342.66 ms
[2021-01-21 08:25:15 main:574] : INFO : Epoch 1680 | loss: 0.0312444 | val_loss: 0.0312493 | Time: 2309.53 ms
[2021-01-21 08:25:18 main:574] : INFO : Epoch 1681 | loss: 0.0312447 | val_loss: 0.0312462 | Time: 2278.52 ms
[2021-01-21 08:25:20 main:574] : INFO : Epoch 1682 | loss: 0.031245 | val_loss: 0.0312469 | Time: 2262.76 ms
[2021-01-21 08:25:22 main:574] : INFO : Epoch 1683 | loss: 0.0312441 | val_loss: 0.0312469 | Time: 2315.2 ms
[2021-01-21 08:25:24 main:574] : INFO : Epoch 1684 | loss: 0.0312438 | val_loss: 0.0312456 | Time: 2199.49 ms
[2021-01-21 08:25:27 main:574] : INFO : Epoch 1685 | loss: 0.0312433 | val_loss: 0.0312462 | Time: 2187.52 ms
[2021-01-21 08:25:29 main:574] : INFO : Epoch 1686 | loss: 0.031244 | val_loss: 0.0312452 | Time: 2248.59 ms
[2021-01-21 08:25:31 main:574] : INFO : Epoch 1687 | loss: 0.031246 | val_loss: 0.0312477 | Time: 2274.27 ms
[2021-01-21 08:25:33 main:574] : INFO : Epoch 1688 | loss: 0.0312446 | val_loss: 0.031246 | Time: 2257.88 ms
[2021-01-21 08:25:36 main:574] : INFO : Epoch 1689 | loss: 0.0312452 | val_loss: 0.0312492 | Time: 2202.04 ms
[2021-01-21 08:25:38 main:574] : INFO : Epoch 1690 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2249.27 ms
[2021-01-21 08:25:40 main:574] : INFO : Epoch 1691 | loss: 0.031245 | val_loss: 0.03125 | Time: 2299.13 ms
[2021-01-21 08:25:43 main:574] : INFO : Epoch 1692 | loss: 0.0312458 | val_loss: 0.0312463 | Time: 2302.53 ms
[2021-01-21 08:25:45 main:574] : INFO : Epoch 1693 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 2365.75 ms
[2021-01-21 08:25:47 main:574] : INFO : Epoch 1694 | loss: 0.0312434 | val_loss: 0.0312457 | Time: 2280.37 ms
[2021-01-21 08:25:50 main:574] : INFO : Epoch 1695 | loss: 0.0312435 | val_loss: 0.0312468 | Time: 2238.35 ms
[2021-01-21 08:25:52 main:574] : INFO : Epoch 1696 | loss: 0.0312434 | val_loss: 0.031246 | Time: 2334 ms
[2021-01-21 08:25:54 main:574] : INFO : Epoch 1697 | loss: 0.0312435 | val_loss: 0.0312468 | Time: 2224.39 ms
[2021-01-21 08:25:56 main:574] : INFO : Epoch 1698 | loss: 0.0312445 | val_loss: 0.0312454 | Time: 2234.65 ms
[2021-01-21 08:25:59 main:574] : INFO : Epoch 1699 | loss: 0.0312435 | val_loss: 0.0312465 | Time: 2227.12 ms
[2021-01-21 08:26:01 main:574] : INFO : Epoch 1700 | loss: 0.0312438 | val_loss: 0.0312482 | Time: 2309.39 ms
[2021-01-21 08:26:03 main:574] : INFO : Epoch 1701 | loss: 0.0312442 | val_loss: 0.0312452 | Time: 2218.96 ms
[2021-01-21 08:26:05 main:574] : INFO : Epoch 1702 | loss: 0.0312432 | val_loss: 0.0312476 | Time: 2214.25 ms
[2021-01-21 08:26:08 main:574] : INFO : Epoch 1703 | loss: 0.0312438 | val_loss: 0.0312462 | Time: 2256.04 ms
[2021-01-21 08:26:10 main:574] : INFO : Epoch 1704 | loss: 0.0312437 | val_loss: 0.0312452 | Time: 2349.46 ms
[2021-01-21 08:26:12 main:574] : INFO : Epoch 1705 | loss: 0.0312437 | val_loss: 0.0312463 | Time: 2269.1 ms
[2021-01-21 08:26:15 main:574] : INFO : Epoch 1706 | loss: 0.0312449 | val_loss: 0.0312463 | Time: 2250.63 ms
[2021-01-21 08:26:17 main:574] : INFO : Epoch 1707 | loss: 0.0312444 | val_loss: 0.0312453 | Time: 2327.7 ms
[2021-01-21 08:26:19 main:574] : INFO : Epoch 1708 | loss: 0.031244 | val_loss: 0.0312464 | Time: 2245.83 ms
[2021-01-21 08:26:22 main:574] : INFO : Epoch 1709 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 2253.99 ms
[2021-01-21 08:26:24 main:574] : INFO : Epoch 1710 | loss: 0.0312434 | val_loss: 0.0312463 | Time: 2263.3 ms
[2021-01-21 08:26:26 main:574] : INFO : Epoch 1711 | loss: 0.0312443 | val_loss: 0.031249 | Time: 2219.12 ms
[2021-01-21 08:26:28 main:574] : INFO : Epoch 1712 | loss: 0.0312443 | val_loss: 0.0312466 | Time: 2261.49 ms
[2021-01-21 08:26:31 main:574] : INFO : Epoch 1713 | loss: 0.031244 | val_loss: 0.0312471 | Time: 2337.75 ms
[2021-01-21 08:26:33 main:574] : INFO : Epoch 1714 | loss: 0.0312443 | val_loss: 0.0312462 | Time: 2230.7 ms
[2021-01-21 08:26:35 main:574] : INFO : Epoch 1715 | loss: 0.0312439 | val_loss: 0.031246 | Time: 2208.72 ms
[2021-01-21 08:26:38 main:574] : INFO : Epoch 1716 | loss: 0.0312435 | val_loss: 0.0312453 | Time: 2285.45 ms
[2021-01-21 08:26:40 main:574] : INFO : Epoch 1717 | loss: 0.0312432 | val_loss: 0.0312464 | Time: 2323.03 ms
[2021-01-21 08:26:42 main:574] : INFO : Epoch 1718 | loss: 0.0312448 | val_loss: 0.031246 | Time: 2291.2 ms
[2021-01-21 08:26:44 main:574] : INFO : Epoch 1719 | loss: 0.0312439 | val_loss: 0.0312459 | Time: 2200.91 ms
[2021-01-21 08:26:47 main:574] : INFO : Epoch 1720 | loss: 0.0312439 | val_loss: 0.0312464 | Time: 2255 ms
[2021-01-21 08:26:49 main:574] : INFO : Epoch 1721 | loss: 0.0312437 | val_loss: 0.0312463 | Time: 2301.16 ms
[2021-01-21 08:26:51 main:574] : INFO : Epoch 1722 | loss: 0.0312439 | val_loss: 0.0312463 | Time: 2223.17 ms
[2021-01-21 08:26:54 main:574] : INFO : Epoch 1723 | loss: 0.0312446 | val_loss: 0.0312496 | Time: 2349.06 ms
[2021-01-21 08:26:56 main:574] : INFO : Epoch 1724 | loss: 0.0312441 | val_loss: 0.0312462 | Time: 2219.63 ms
[2021-01-21 08:26:58 main:574] : INFO : Epoch 1725 | loss: 0.031244 | val_loss: 0.0312471 | Time: 2263.51 ms
[2021-01-21 08:27:01 main:574] : INFO : Epoch 1726 | loss: 0.0312451 | val_loss: 0.0312471 | Time: 2281.93 ms
[2021-01-21 08:27:03 main:574] : INFO : Epoch 1727 | loss: 0.0312449 | val_loss: 0.0312467 | Time: 2300.64 ms
[2021-01-21 08:27:05 main:574] : INFO : Epoch 1728 | loss: 0.0312436 | val_loss: 0.0312475 | Time: 2287.46 ms
[2021-01-21 08:27:08 main:574] : INFO : Epoch 1729 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 2280.58 ms
[2021-01-21 08:27:10 main:574] : INFO : Epoch 1730 | loss: 0.0312433 | val_loss: 0.0312466 | Time: 2402.89 ms
[2021-01-21 08:27:12 main:574] : INFO : Epoch 1731 | loss: 0.0312443 | val_loss: 0.0312493 | Time: 2222.5 ms
[2021-01-21 08:27:15 main:574] : INFO : Epoch 1732 | loss: 0.0312439 | val_loss: 0.031246 | Time: 2294.79 ms
[2021-01-21 08:27:17 main:574] : INFO : Epoch 1733 | loss: 0.0312438 | val_loss: 0.0312472 | Time: 2323.4 ms
[2021-01-21 08:27:19 main:574] : INFO : Epoch 1734 | loss: 0.0312437 | val_loss: 0.0312456 | Time: 2210.85 ms
[2021-01-21 08:27:22 main:574] : INFO : Epoch 1735 | loss: 0.0312434 | val_loss: 0.0312468 | Time: 2308 ms
[2021-01-21 08:27:24 main:574] : INFO : Epoch 1736 | loss: 0.0312433 | val_loss: 0.0312457 | Time: 2297.82 ms
[2021-01-21 08:27:26 main:574] : INFO : Epoch 1737 | loss: 0.0312437 | val_loss: 0.0312506 | Time: 2331.36 ms
[2021-01-21 08:27:29 main:574] : INFO : Epoch 1738 | loss: 0.0312453 | val_loss: 0.0312507 | Time: 2388.74 ms
[2021-01-21 08:27:31 main:574] : INFO : Epoch 1739 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 2267.36 ms
[2021-01-21 08:27:33 main:574] : INFO : Epoch 1740 | loss: 0.031244 | val_loss: 0.031247 | Time: 2194.54 ms
[2021-01-21 08:27:36 main:574] : INFO : Epoch 1741 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 2284.85 ms
[2021-01-21 08:27:38 main:574] : INFO : Epoch 1742 | loss: 0.0312438 | val_loss: 0.0312459 | Time: 2199.4 ms
[2021-01-21 08:27:40 main:574] : INFO : Epoch 1743 | loss: 0.0312432 | val_loss: 0.0312466 | Time: 2227.23 ms
[2021-01-21 08:27:42 main:574] : INFO : Epoch 1744 | loss: 0.0312437 | val_loss: 0.0312472 | Time: 2206.31 ms
[2021-01-21 08:27:44 main:574] : INFO : Epoch 1745 | loss: 0.031244 | val_loss: 0.0312473 | Time: 2204.24 ms
[2021-01-21 08:27:47 main:574] : INFO : Epoch 1746 | loss: 0.0312432 | val_loss: 0.0312466 | Time: 2235.04 ms
[2021-01-21 08:27:49 main:574] : INFO : Epoch 1747 | loss: 0.0312437 | val_loss: 0.0312468 | Time: 2301.39 ms
[2021-01-21 08:27:51 main:574] : INFO : Epoch 1748 | loss: 0.031244 | val_loss: 0.0312462 | Time: 2190.98 ms
[2021-01-21 08:27:54 main:574] : INFO : Epoch 1749 | loss: 0.0312435 | val_loss: 0.0312459 | Time: 2240.15 ms
[2021-01-21 08:27:56 main:574] : INFO : Epoch 1750 | loss: 0.0312435 | val_loss: 0.031246 | Time: 2251.37 ms
[2021-01-21 08:27:58 main:574] : INFO : Epoch 1751 | loss: 0.0312443 | val_loss: 0.0312493 | Time: 2249.24 ms
[2021-01-21 08:28:00 main:574] : INFO : Epoch 1752 | loss: 0.031246 | val_loss: 0.0312459 | Time: 2238.1 ms
[2021-01-21 08:28:03 main:574] : INFO : Epoch 1753 | loss: 0.0312439 | val_loss: 0.0312462 | Time: 2174.69 ms
[2021-01-21 08:28:05 main:574] : INFO : Epoch 1754 | loss: 0.0312443 | val_loss: 0.0312467 | Time: 2287.22 ms
[2021-01-21 08:28:07 main:574] : INFO : Epoch 1755 | loss: 0.0312451 | val_loss: 0.0312508 | Time: 2258.37 ms
[2021-01-21 08:28:09 main:574] : INFO : Epoch 1756 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 2161.82 ms
[2021-01-21 08:28:12 main:574] : INFO : Epoch 1757 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 2253.95 ms
[2021-01-21 08:28:14 main:574] : INFO : Epoch 1758 | loss: 0.0312451 | val_loss: 0.031246 | Time: 2254.25 ms
[2021-01-21 08:28:16 main:574] : INFO : Epoch 1759 | loss: 0.0312446 | val_loss: 0.0312466 | Time: 2223.38 ms
[2021-01-21 08:28:18 main:574] : INFO : Epoch 1760 | loss: 0.0312444 | val_loss: 0.031246 | Time: 2157.91 ms
[2021-01-21 08:28:21 main:574] : INFO : Epoch 1761 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 2280.84 ms
[2021-01-21 08:28:23 main:574] : INFO : Epoch 1762 | loss: 0.0312449 | val_loss: 0.0312462 | Time: 2233.31 ms
[2021-01-21 08:28:25 main:574] : INFO : Epoch 1763 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 2283.13 ms
[2021-01-21 08:28:28 main:574] : INFO : Epoch 1764 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 2246.12 ms
[2021-01-21 08:28:30 main:574] : INFO : Epoch 1765 | loss: 0.0312435 | val_loss: 0.0312465 | Time: 2258.62 ms
[2021-01-21 08:28:32 main:574] : INFO : Epoch 1766 | loss: 0.031243 | val_loss: 0.0312465 | Time: 2296.55 ms
[2021-01-21 08:28:34 main:574] : INFO : Epoch 1767 | loss: 0.0312432 | val_loss: 0.0312465 | Time: 2229.13 ms
[2021-01-21 08:28:37 main:574] : INFO : Epoch 1768 | loss: 0.0312435 | val_loss: 0.0312476 | Time: 2302.29 ms
[2021-01-21 08:28:39 main:574] : INFO : Epoch 1769 | loss: 0.0312433 | val_loss: 0.0312459 | Time: 2378.47 ms
[2021-01-21 08:28:41 main:574] : INFO : Epoch 1770 | loss: 0.0312433 | val_loss: 0.0312472 | Time: 2182.33 ms
[2021-01-21 08:28:44 main:574] : INFO : Epoch 1771 | loss: 0.0312432 | val_loss: 0.0312452 | Time: 2277.58 ms
[2021-01-21 08:28:46 main:574] : INFO : Epoch 1772 | loss: 0.0312434 | val_loss: 0.0312471 | Time: 2240.28 ms
[2021-01-21 08:28:48 main:574] : INFO : Epoch 1773 | loss: 0.0312456 | val_loss: 0.0312479 | Time: 2234.76 ms
[2021-01-21 08:28:51 main:574] : INFO : Epoch 1774 | loss: 0.0312456 | val_loss: 0.0312466 | Time: 2299.15 ms
[2021-01-21 08:28:53 main:574] : INFO : Epoch 1775 | loss: 0.0312435 | val_loss: 0.0312493 | Time: 2230.8 ms
[2021-01-21 08:28:55 main:574] : INFO : Epoch 1776 | loss: 0.0312456 | val_loss: 0.0312484 | Time: 2275.07 ms
[2021-01-21 08:28:57 main:574] : INFO : Epoch 1777 | loss: 0.0312438 | val_loss: 0.0312482 | Time: 2262.16 ms
[2021-01-21 08:29:00 main:574] : INFO : Epoch 1778 | loss: 0.0312439 | val_loss: 0.0312472 | Time: 2273.33 ms
[2021-01-21 08:29:02 main:574] : INFO : Epoch 1779 | loss: 0.0312442 | val_loss: 0.0312471 | Time: 2282.14 ms
[2021-01-21 08:29:04 main:574] : INFO : Epoch 1780 | loss: 0.0312446 | val_loss: 0.0312462 | Time: 2309.59 ms
[2021-01-21 08:29:07 main:574] : INFO : Epoch 1781 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 2237.41 ms
[2021-01-21 08:29:09 main:574] : INFO : Epoch 1782 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 2276.59 ms
[2021-01-21 08:29:11 main:574] : INFO : Epoch 1783 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 2234.85 ms
[2021-01-21 08:29:14 main:574] : INFO : Epoch 1784 | loss: 0.0312448 | val_loss: 0.0312465 | Time: 2381.64 ms
[2021-01-21 08:29:16 main:574] : INFO : Epoch 1785 | loss: 0.0312442 | val_loss: 0.0312472 | Time: 2293.55 ms
[2021-01-21 08:29:18 main:574] : INFO : Epoch 1786 | loss: 0.0312434 | val_loss: 0.0312459 | Time: 2187.34 ms
[2021-01-21 08:29:20 main:574] : INFO : Epoch 1787 | loss: 0.031244 | val_loss: 0.0312477 | Time: 2261.89 ms
[2021-01-21 08:29:23 main:574] : INFO : Epoch 1788 | loss: 0.0312439 | val_loss: 0.0312467 | Time: 2214.3 ms
[2021-01-21 08:29:25 main:574] : INFO : Epoch 1789 | loss: 0.0312434 | val_loss: 0.0312461 | Time: 2240.4 ms
[2021-01-21 08:29:27 main:574] : INFO : Epoch 1790 | loss: 0.0312441 | val_loss: 0.0312466 | Time: 2237.41 ms
[2021-01-21 08:29:30 main:574] : INFO : Epoch 1791 | loss: 0.0312437 | val_loss: 0.0312454 | Time: 2303.83 ms
[2021-01-21 08:29:32 main:574] : INFO : Epoch 1792 | loss: 0.0312436 | val_loss: 0.0312457 | Time: 2231.77 ms
[2021-01-21 08:29:34 main:574] : INFO : Epoch 1793 | loss: 0.0312433 | val_loss: 0.0312463 | Time: 2271.05 ms
[2021-01-21 08:29:36 main:574] : INFO : Epoch 1794 | loss: 0.0312436 | val_loss: 0.0312479 | Time: 2315.4 ms
[2021-01-21 08:29:39 main:574] : INFO : Epoch 1795 | loss: 0.0312439 | val_loss: 0.0312484 | Time: 2339.8 ms
[2021-01-21 08:29:41 main:574] : INFO : Epoch 1796 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 2260.47 ms
[2021-01-21 08:29:43 main:574] : INFO : Epoch 1797 | loss: 0.0312436 | val_loss: 0.0312488 | Time: 2300.55 ms
[2021-01-21 08:29:46 main:574] : INFO : Epoch 1798 | loss: 0.0312444 | val_loss: 0.0312465 | Time: 2308.25 ms
[2021-01-21 08:29:48 main:574] : INFO : Epoch 1799 | loss: 0.0312461 | val_loss: 0.031254 | Time: 2352.43 ms
[2021-01-21 08:29:50 main:574] : INFO : Epoch 1800 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 2267 ms
[2021-01-21 08:29:53 main:574] : INFO : Epoch 1801 | loss: 0.0312455 | val_loss: 0.0312476 | Time: 2251.63 ms
[2021-01-21 08:29:55 main:574] : INFO : Epoch 1802 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2471.45 ms
[2021-01-21 08:29:58 main:574] : INFO : Epoch 1803 | loss: 0.0312453 | val_loss: 0.0312473 | Time: 2284.17 ms
[2021-01-21 08:30:00 main:574] : INFO : Epoch 1804 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 2270.1 ms
[2021-01-21 08:30:02 main:574] : INFO : Epoch 1805 | loss: 0.0312442 | val_loss: 0.0312458 | Time: 2319.28 ms
[2021-01-21 08:30:05 main:574] : INFO : Epoch 1806 | loss: 0.0312437 | val_loss: 0.0312455 | Time: 2253.07 ms
[2021-01-21 08:30:07 main:574] : INFO : Epoch 1807 | loss: 0.0312432 | val_loss: 0.0312503 | Time: 2257.25 ms
[2021-01-21 08:30:09 main:574] : INFO : Epoch 1808 | loss: 0.0312447 | val_loss: 0.0312451 | Time: 2233.04 ms
[2021-01-21 08:30:11 main:574] : INFO : Epoch 1809 | loss: 0.0312437 | val_loss: 0.0312467 | Time: 2271.03 ms
[2021-01-21 08:30:14 main:574] : INFO : Epoch 1810 | loss: 0.0312444 | val_loss: 0.0312465 | Time: 2280.06 ms
[2021-01-21 08:30:16 main:574] : INFO : Epoch 1811 | loss: 0.0312437 | val_loss: 0.0312475 | Time: 2276.71 ms
[2021-01-21 08:30:18 main:574] : INFO : Epoch 1812 | loss: 0.0312443 | val_loss: 0.0312451 | Time: 2316.44 ms
[2021-01-21 08:30:21 main:574] : INFO : Epoch 1813 | loss: 0.0312433 | val_loss: 0.0312467 | Time: 2248.08 ms
[2021-01-21 08:30:23 main:574] : INFO : Epoch 1814 | loss: 0.0312448 | val_loss: 0.0312476 | Time: 2233.67 ms
[2021-01-21 08:30:25 main:574] : INFO : Epoch 1815 | loss: 0.0312443 | val_loss: 0.0312461 | Time: 2241.87 ms
[2021-01-21 08:30:28 main:574] : INFO : Epoch 1816 | loss: 0.0312434 | val_loss: 0.0312474 | Time: 2350.7 ms
[2021-01-21 08:30:30 main:574] : INFO : Epoch 1817 | loss: 0.031244 | val_loss: 0.0312456 | Time: 2269.76 ms
[2021-01-21 08:30:32 main:574] : INFO : Epoch 1818 | loss: 0.031244 | val_loss: 0.0312473 | Time: 2200.63 ms
[2021-01-21 08:30:34 main:574] : INFO : Epoch 1819 | loss: 0.0312442 | val_loss: 0.0312463 | Time: 2290.57 ms
[2021-01-21 08:30:37 main:574] : INFO : Epoch 1820 | loss: 0.0312432 | val_loss: 0.0312482 | Time: 2282.05 ms
[2021-01-21 08:30:39 main:574] : INFO : Epoch 1821 | loss: 0.0312436 | val_loss: 0.0312458 | Time: 2227.14 ms
[2021-01-21 08:30:41 main:574] : INFO : Epoch 1822 | loss: 0.0312442 | val_loss: 0.0312454 | Time: 2285.48 ms
[2021-01-21 08:30:43 main:574] : INFO : Epoch 1823 | loss: 0.0312428 | val_loss: 0.0312478 | Time: 2223.42 ms
[2021-01-21 08:30:46 main:574] : INFO : Epoch 1824 | loss: 0.0312439 | val_loss: 0.0312455 | Time: 2267.04 ms
[2021-01-21 08:30:48 main:574] : INFO : Epoch 1825 | loss: 0.0312438 | val_loss: 0.0312452 | Time: 2388.49 ms
[2021-01-21 08:30:50 main:574] : INFO : Epoch 1826 | loss: 0.0312436 | val_loss: 0.0312472 | Time: 2245.66 ms
[2021-01-21 08:30:53 main:574] : INFO : Epoch 1827 | loss: 0.0312439 | val_loss: 0.0312474 | Time: 2163.66 ms
[2021-01-21 08:30:55 main:574] : INFO : Epoch 1828 | loss: 0.0312441 | val_loss: 0.0312456 | Time: 2245.74 ms
[2021-01-21 08:30:57 main:574] : INFO : Epoch 1829 | loss: 0.0312436 | val_loss: 0.0312457 | Time: 2311.28 ms
[2021-01-21 08:30:59 main:574] : INFO : Epoch 1830 | loss: 0.0312435 | val_loss: 0.0312457 | Time: 2130.66 ms
[2021-01-21 08:31:02 main:574] : INFO : Epoch 1831 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 2344.17 ms
[2021-01-21 08:31:04 main:574] : INFO : Epoch 1832 | loss: 0.031243 | val_loss: 0.0312468 | Time: 2173.29 ms
[2021-01-21 08:31:06 main:574] : INFO : Epoch 1833 | loss: 0.0312434 | val_loss: 0.0312458 | Time: 2287.72 ms
[2021-01-21 08:31:09 main:574] : INFO : Epoch 1834 | loss: 0.0312445 | val_loss: 0.0312492 | Time: 2305.68 ms
[2021-01-21 08:31:11 main:574] : INFO : Epoch 1835 | loss: 0.0312446 | val_loss: 0.0312462 | Time: 2288.28 ms
[2021-01-21 08:31:13 main:574] : INFO : Epoch 1836 | loss: 0.0312446 | val_loss: 0.0312467 | Time: 2339.81 ms
[2021-01-21 08:31:16 main:574] : INFO : Epoch 1837 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2343.02 ms
[2021-01-21 08:31:18 main:574] : INFO : Epoch 1838 | loss: 0.0312444 | val_loss: 0.0312453 | Time: 2287.19 ms
[2021-01-21 08:31:21 main:574] : INFO : Epoch 1839 | loss: 0.0312438 | val_loss: 0.0312467 | Time: 2270.43 ms
[2021-01-21 08:31:23 main:574] : INFO : Epoch 1840 | loss: 0.0312448 | val_loss: 0.0312468 | Time: 2204.81 ms
[2021-01-21 08:31:25 main:574] : INFO : Epoch 1841 | loss: 0.0312444 | val_loss: 0.0312476 | Time: 2291.58 ms
[2021-01-21 08:31:27 main:574] : INFO : Epoch 1842 | loss: 0.0312438 | val_loss: 0.0312455 | Time: 2243.22 ms
[2021-01-21 08:31:30 main:574] : INFO : Epoch 1843 | loss: 0.0312438 | val_loss: 0.0312489 | Time: 2262.04 ms
[2021-01-21 08:31:32 main:574] : INFO : Epoch 1844 | loss: 0.0312437 | val_loss: 0.0312461 | Time: 2315.37 ms
[2021-01-21 08:31:34 main:574] : INFO : Epoch 1845 | loss: 0.0312441 | val_loss: 0.0312456 | Time: 2294.26 ms
[2021-01-21 08:31:37 main:574] : INFO : Epoch 1846 | loss: 0.0312436 | val_loss: 0.0312461 | Time: 2259.55 ms
[2021-01-21 08:31:39 main:574] : INFO : Epoch 1847 | loss: 0.0312446 | val_loss: 0.0312473 | Time: 2324.77 ms
[2021-01-21 08:31:41 main:574] : INFO : Epoch 1848 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 2314.48 ms
[2021-01-21 08:31:44 main:574] : INFO : Epoch 1849 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 2295.37 ms
[2021-01-21 08:31:46 main:574] : INFO : Epoch 1850 | loss: 0.0312439 | val_loss: 0.031249 | Time: 2397.74 ms
[2021-01-21 08:31:48 main:574] : INFO : Epoch 1851 | loss: 0.0312435 | val_loss: 0.0312482 | Time: 2246.96 ms
[2021-01-21 08:31:51 main:574] : INFO : Epoch 1852 | loss: 0.0312447 | val_loss: 0.0312469 | Time: 2290.92 ms
[2021-01-21 08:31:53 main:574] : INFO : Epoch 1853 | loss: 0.0312432 | val_loss: 0.0312456 | Time: 2369.1 ms
[2021-01-21 08:31:56 main:574] : INFO : Epoch 1854 | loss: 0.0312432 | val_loss: 0.0312469 | Time: 2326.21 ms
[2021-01-21 08:31:58 main:574] : INFO : Epoch 1855 | loss: 0.0312436 | val_loss: 0.0312465 | Time: 2240.19 ms
[2021-01-21 08:32:00 main:574] : INFO : Epoch 1856 | loss: 0.0312431 | val_loss: 0.0312462 | Time: 2337.71 ms
[2021-01-21 08:32:03 main:574] : INFO : Epoch 1857 | loss: 0.0312437 | val_loss: 0.0312459 | Time: 2277.19 ms
[2021-01-21 08:32:05 main:574] : INFO : Epoch 1858 | loss: 0.0312454 | val_loss: 0.031251 | Time: 2284.23 ms
[2021-01-21 08:32:07 main:574] : INFO : Epoch 1859 | loss: 0.0312457 | val_loss: 0.031247 | Time: 2306.54 ms
[2021-01-21 08:32:09 main:574] : INFO : Epoch 1860 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 2273.47 ms
[2021-01-21 08:32:12 main:574] : INFO : Epoch 1861 | loss: 0.0312436 | val_loss: 0.0312497 | Time: 2271.13 ms
[2021-01-21 08:32:14 main:574] : INFO : Epoch 1862 | loss: 0.0312436 | val_loss: 0.0312455 | Time: 2289.12 ms
[2021-01-21 08:32:16 main:574] : INFO : Epoch 1863 | loss: 0.0312435 | val_loss: 0.0312468 | Time: 2380.67 ms
[2021-01-21 08:32:19 main:574] : INFO : Epoch 1864 | loss: 0.0312435 | val_loss: 0.0312464 | Time: 2270.48 ms
[2021-01-21 08:32:21 main:574] : INFO : Epoch 1865 | loss: 0.0312432 | val_loss: 0.0312469 | Time: 2366.61 ms
[2021-01-21 08:32:24 main:574] : INFO : Epoch 1866 | loss: 0.031244 | val_loss: 0.03125 | Time: 2305.61 ms
[2021-01-21 08:32:26 main:574] : INFO : Epoch 1867 | loss: 0.031245 | val_loss: 0.0312471 | Time: 2259.07 ms
[2021-01-21 08:32:28 main:574] : INFO : Epoch 1868 | loss: 0.0312431 | val_loss: 0.0312473 | Time: 2232.79 ms
[2021-01-21 08:32:30 main:574] : INFO : Epoch 1869 | loss: 0.0312439 | val_loss: 0.0312462 | Time: 2286.29 ms
[2021-01-21 08:32:33 main:574] : INFO : Epoch 1870 | loss: 0.0312435 | val_loss: 0.0312469 | Time: 2394.99 ms
[2021-01-21 08:32:35 main:574] : INFO : Epoch 1871 | loss: 0.0312438 | val_loss: 0.0312457 | Time: 2367.59 ms
[2021-01-21 08:32:37 main:574] : INFO : Epoch 1872 | loss: 0.0312439 | val_loss: 0.0312467 | Time: 2259.87 ms
[2021-01-21 08:32:40 main:574] : INFO : Epoch 1873 | loss: 0.0312446 | val_loss: 0.0312472 | Time: 2298.26 ms
[2021-01-21 08:32:42 main:574] : INFO : Epoch 1874 | loss: 0.0312442 | val_loss: 0.0312452 | Time: 2257.41 ms
[2021-01-21 08:32:44 main:574] : INFO : Epoch 1875 | loss: 0.0312432 | val_loss: 0.0312473 | Time: 2227.2 ms
[2021-01-21 08:32:47 main:574] : INFO : Epoch 1876 | loss: 0.0312445 | val_loss: 0.0312468 | Time: 2154.44 ms
[2021-01-21 08:32:49 main:574] : INFO : Epoch 1877 | loss: 0.0312436 | val_loss: 0.0312458 | Time: 2324.14 ms
[2021-01-21 08:32:51 main:574] : INFO : Epoch 1878 | loss: 0.0312435 | val_loss: 0.0312456 | Time: 2283.14 ms
[2021-01-21 08:32:53 main:574] : INFO : Epoch 1879 | loss: 0.0312434 | val_loss: 0.0312464 | Time: 2241.97 ms
[2021-01-21 08:32:56 main:574] : INFO : Epoch 1880 | loss: 0.0312431 | val_loss: 0.0312464 | Time: 2285.25 ms
[2021-01-21 08:32:58 main:574] : INFO : Epoch 1881 | loss: 0.0312435 | val_loss: 0.0312457 | Time: 2265.45 ms
[2021-01-21 08:33:00 main:574] : INFO : Epoch 1882 | loss: 0.0312433 | val_loss: 0.0312472 | Time: 2260.96 ms
[2021-01-21 08:33:03 main:574] : INFO : Epoch 1883 | loss: 0.0312445 | val_loss: 0.0312471 | Time: 2215.66 ms
[2021-01-21 08:33:05 main:574] : INFO : Epoch 1884 | loss: 0.031244 | val_loss: 0.0312459 | Time: 2233.08 ms
[2021-01-21 08:33:07 main:574] : INFO : Epoch 1885 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 2281.62 ms
[2021-01-21 08:33:09 main:574] : INFO : Epoch 1886 | loss: 0.0312437 | val_loss: 0.0312465 | Time: 2243.29 ms
[2021-01-21 08:33:12 main:574] : INFO : Epoch 1887 | loss: 0.0312441 | val_loss: 0.0312468 | Time: 2242.87 ms
[2021-01-21 08:33:14 main:574] : INFO : Epoch 1888 | loss: 0.0312442 | val_loss: 0.0312482 | Time: 2294.5 ms
[2021-01-21 08:33:16 main:574] : INFO : Epoch 1889 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2264.71 ms
[2021-01-21 08:33:19 main:574] : INFO : Epoch 1890 | loss: 0.0312443 | val_loss: 0.0312472 | Time: 2311.42 ms
[2021-01-21 08:33:21 main:574] : INFO : Epoch 1891 | loss: 0.0312441 | val_loss: 0.0312475 | Time: 2327.28 ms
[2021-01-21 08:33:23 main:574] : INFO : Epoch 1892 | loss: 0.0312439 | val_loss: 0.031247 | Time: 2299.09 ms
[2021-01-21 08:33:26 main:574] : INFO : Epoch 1893 | loss: 0.0312449 | val_loss: 0.0312468 | Time: 2291.89 ms
[2021-01-21 08:33:28 main:574] : INFO : Epoch 1894 | loss: 0.031244 | val_loss: 0.0312457 | Time: 2272.84 ms
[2021-01-21 08:33:30 main:574] : INFO : Epoch 1895 | loss: 0.0312431 | val_loss: 0.0312462 | Time: 2271.7 ms
[2021-01-21 08:33:33 main:574] : INFO : Epoch 1896 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 2281.83 ms
[2021-01-21 08:33:35 main:574] : INFO : Epoch 1897 | loss: 0.0312455 | val_loss: 0.0312459 | Time: 2229.96 ms
[2021-01-21 08:33:37 main:574] : INFO : Epoch 1898 | loss: 0.0312434 | val_loss: 0.0312465 | Time: 2361.13 ms
[2021-01-21 08:33:40 main:574] : INFO : Epoch 1899 | loss: 0.031244 | val_loss: 0.0312458 | Time: 2231.04 ms
[2021-01-21 08:33:42 main:574] : INFO : Epoch 1900 | loss: 0.0312436 | val_loss: 0.0312463 | Time: 2266.36 ms
[2021-01-21 08:33:44 main:574] : INFO : Epoch 1901 | loss: 0.0312435 | val_loss: 0.0312474 | Time: 2231.43 ms
[2021-01-21 08:33:46 main:574] : INFO : Epoch 1902 | loss: 0.0312437 | val_loss: 0.0312469 | Time: 2261.01 ms
[2021-01-21 08:33:49 main:574] : INFO : Epoch 1903 | loss: 0.0312437 | val_loss: 0.0312467 | Time: 2330.25 ms
[2021-01-21 08:33:51 main:574] : INFO : Epoch 1904 | loss: 0.0312433 | val_loss: 0.0312457 | Time: 2334.05 ms
[2021-01-21 08:33:54 main:574] : INFO : Epoch 1905 | loss: 0.0312435 | val_loss: 0.0312463 | Time: 2379.68 ms
[2021-01-21 08:33:56 main:574] : INFO : Epoch 1906 | loss: 0.0312448 | val_loss: 0.0312521 | Time: 2246.66 ms
[2021-01-21 08:33:58 main:574] : INFO : Epoch 1907 | loss: 0.0312466 | val_loss: 0.031247 | Time: 2202.1 ms
[2021-01-21 08:34:00 main:574] : INFO : Epoch 1908 | loss: 0.0312442 | val_loss: 0.031247 | Time: 2287.29 ms
[2021-01-21 08:34:03 main:574] : INFO : Epoch 1909 | loss: 0.0312444 | val_loss: 0.0312456 | Time: 2288.13 ms
[2021-01-21 08:34:05 main:574] : INFO : Epoch 1910 | loss: 0.0312432 | val_loss: 0.0312462 | Time: 2335.63 ms
[2021-01-21 08:34:07 main:574] : INFO : Epoch 1911 | loss: 0.0312434 | val_loss: 0.0312459 | Time: 2251.53 ms
[2021-01-21 08:34:10 main:574] : INFO : Epoch 1912 | loss: 0.0312435 | val_loss: 0.031246 | Time: 2330.63 ms
[2021-01-21 08:34:12 main:574] : INFO : Epoch 1913 | loss: 0.0312436 | val_loss: 0.0312464 | Time: 2213.16 ms
[2021-01-21 08:34:14 main:574] : INFO : Epoch 1914 | loss: 0.0312432 | val_loss: 0.031246 | Time: 2296.09 ms
[2021-01-21 08:34:16 main:574] : INFO : Epoch 1915 | loss: 0.0312435 | val_loss: 0.0312473 | Time: 2237.09 ms
[2021-01-21 08:34:19 main:574] : INFO : Epoch 1916 | loss: 0.0312432 | val_loss: 0.0312457 | Time: 2314.22 ms
[2021-01-21 08:34:21 main:574] : INFO : Epoch 1917 | loss: 0.0312432 | val_loss: 0.0312459 | Time: 2305.01 ms
[2021-01-21 08:34:24 main:574] : INFO : Epoch 1918 | loss: 0.0312438 | val_loss: 0.031246 | Time: 2375.51 ms
[2021-01-21 08:34:26 main:574] : INFO : Epoch 1919 | loss: 0.0312429 | val_loss: 0.0312472 | Time: 2224.91 ms
[2021-01-21 08:34:28 main:574] : INFO : Epoch 1920 | loss: 0.031244 | val_loss: 0.0312469 | Time: 2258.34 ms
[2021-01-21 08:34:30 main:574] : INFO : Epoch 1921 | loss: 0.0312434 | val_loss: 0.0312486 | Time: 2291.07 ms
[2021-01-21 08:34:33 main:574] : INFO : Epoch 1922 | loss: 0.0312437 | val_loss: 0.031246 | Time: 2350.08 ms
[2021-01-21 08:34:35 main:574] : INFO : Epoch 1923 | loss: 0.0312433 | val_loss: 0.0312467 | Time: 2195.57 ms
[2021-01-21 08:34:37 main:574] : INFO : Epoch 1924 | loss: 0.0312432 | val_loss: 0.0312467 | Time: 2187.04 ms
[2021-01-21 08:34:39 main:574] : INFO : Epoch 1925 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 2201.57 ms
[2021-01-21 08:34:42 main:574] : INFO : Epoch 1926 | loss: 0.0312442 | val_loss: 0.0312465 | Time: 2290.02 ms
[2021-01-21 08:34:44 main:574] : INFO : Epoch 1927 | loss: 0.0312434 | val_loss: 0.0312479 | Time: 2272.51 ms
[2021-01-21 08:34:46 main:574] : INFO : Epoch 1928 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 2300.7 ms
[2021-01-21 08:34:49 main:574] : INFO : Epoch 1929 | loss: 0.0312441 | val_loss: 0.0312479 | Time: 2367.65 ms
[2021-01-21 08:34:51 main:574] : INFO : Epoch 1930 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 2283.75 ms
[2021-01-21 08:34:53 main:574] : INFO : Epoch 1931 | loss: 0.0312436 | val_loss: 0.0312469 | Time: 2299.77 ms
[2021-01-21 08:34:56 main:574] : INFO : Epoch 1932 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 2292.47 ms
[2021-01-21 08:34:58 main:574] : INFO : Epoch 1933 | loss: 0.0312442 | val_loss: 0.0312472 | Time: 2232.28 ms
[2021-01-21 08:35:00 main:574] : INFO : Epoch 1934 | loss: 0.0312438 | val_loss: 0.031247 | Time: 2205.97 ms
[2021-01-21 08:35:03 main:574] : INFO : Epoch 1935 | loss: 0.0312444 | val_loss: 0.0312511 | Time: 2238.13 ms
[2021-01-21 08:35:05 main:574] : INFO : Epoch 1936 | loss: 0.0312455 | val_loss: 0.0312474 | Time: 2225.05 ms
[2021-01-21 08:35:07 main:574] : INFO : Epoch 1937 | loss: 0.0312455 | val_loss: 0.0312468 | Time: 2274.86 ms
[2021-01-21 08:35:09 main:574] : INFO : Epoch 1938 | loss: 0.0312453 | val_loss: 0.0312468 | Time: 2288.02 ms
[2021-01-21 08:35:12 main:574] : INFO : Epoch 1939 | loss: 0.031244 | val_loss: 0.0312478 | Time: 2318.42 ms
[2021-01-21 08:35:14 main:574] : INFO : Epoch 1940 | loss: 0.0312442 | val_loss: 0.0312479 | Time: 2240.9 ms
[2021-01-21 08:35:16 main:574] : INFO : Epoch 1941 | loss: 0.0312445 | val_loss: 0.031247 | Time: 2262.54 ms
[2021-01-21 08:35:19 main:574] : INFO : Epoch 1942 | loss: 0.0312451 | val_loss: 0.0312475 | Time: 2268.18 ms
[2021-01-21 08:35:21 main:574] : INFO : Epoch 1943 | loss: 0.0312446 | val_loss: 0.0312462 | Time: 2204.76 ms
[2021-01-21 08:35:23 main:574] : INFO : Epoch 1944 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 2302.74 ms
[2021-01-21 08:35:25 main:574] : INFO : Epoch 1945 | loss: 0.0312445 | val_loss: 0.0312465 | Time: 2290.22 ms
[2021-01-21 08:35:28 main:574] : INFO : Epoch 1946 | loss: 0.0312436 | val_loss: 0.0312465 | Time: 2210.81 ms
[2021-01-21 08:35:30 main:574] : INFO : Epoch 1947 | loss: 0.0312447 | val_loss: 0.0312472 | Time: 2362.7 ms
[2021-01-21 08:35:33 main:574] : INFO : Epoch 1948 | loss: 0.0312442 | val_loss: 0.0312481 | Time: 2310 ms
[2021-01-21 08:35:35 main:574] : INFO : Epoch 1949 | loss: 0.0312438 | val_loss: 0.0312456 | Time: 2252.91 ms
[2021-01-21 08:35:37 main:574] : INFO : Epoch 1950 | loss: 0.0312433 | val_loss: 0.0312462 | Time: 2232.92 ms
[2021-01-21 08:35:39 main:574] : INFO : Epoch 1951 | loss: 0.0312436 | val_loss: 0.031247 | Time: 2261.42 ms
[2021-01-21 08:35:42 main:574] : INFO : Epoch 1952 | loss: 0.0312437 | val_loss: 0.0312462 | Time: 2243.92 ms
[2021-01-21 08:35:44 main:574] : INFO : Epoch 1953 | loss: 0.0312444 | val_loss: 0.0312483 | Time: 2177.33 ms
[2021-01-21 08:35:46 main:574] : INFO : Epoch 1954 | loss: 0.0312435 | val_loss: 0.0312475 | Time: 2313.32 ms
[2021-01-21 08:35:48 main:574] : INFO : Epoch 1955 | loss: 0.0312439 | val_loss: 0.0312462 | Time: 2206.93 ms
[2021-01-21 08:35:51 main:574] : INFO : Epoch 1956 | loss: 0.0312439 | val_loss: 0.0312472 | Time: 2237.88 ms
[2021-01-21 08:35:53 main:574] : INFO : Epoch 1957 | loss: 0.031244 | val_loss: 0.0312453 | Time: 2209.08 ms
[2021-01-21 08:35:55 main:574] : INFO : Epoch 1958 | loss: 0.0312433 | val_loss: 0.0312477 | Time: 2272.31 ms
[2021-01-21 08:35:58 main:574] : INFO : Epoch 1959 | loss: 0.0312436 | val_loss: 0.0312456 | Time: 2265.69 ms
[2021-01-21 08:36:00 main:574] : INFO : Epoch 1960 | loss: 0.0312434 | val_loss: 0.0312465 | Time: 2322.69 ms
[2021-01-21 08:36:02 main:574] : INFO : Epoch 1961 | loss: 0.0312429 | val_loss: 0.0312456 | Time: 2333.31 ms
[2021-01-21 08:36:05 main:574] : INFO : Epoch 1962 | loss: 0.0312431 | val_loss: 0.031247 | Time: 2295.97 ms
[2021-01-21 08:36:07 main:574] : INFO : Epoch 1963 | loss: 0.0312435 | val_loss: 0.0312476 | Time: 2248.53 ms
[2021-01-21 08:36:09 main:574] : INFO : Epoch 1964 | loss: 0.0312445 | val_loss: 0.0312473 | Time: 2246.13 ms
[2021-01-21 08:36:11 main:574] : INFO : Epoch 1965 | loss: 0.0312442 | val_loss: 0.0312453 | Time: 2280.09 ms
[2021-01-21 08:36:14 main:574] : INFO : Epoch 1966 | loss: 0.0312434 | val_loss: 0.0312487 | Time: 2315.46 ms
[2021-01-21 08:36:16 main:574] : INFO : Epoch 1967 | loss: 0.0312441 | val_loss: 0.031248 | Time: 2224.94 ms
[2021-01-21 08:36:18 main:574] : INFO : Epoch 1968 | loss: 0.0312438 | val_loss: 0.0312456 | Time: 2331.97 ms
[2021-01-21 08:36:21 main:574] : INFO : Epoch 1969 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 2241.13 ms
[2021-01-21 08:36:23 main:574] : INFO : Epoch 1970 | loss: 0.031244 | val_loss: 0.031249 | Time: 2182.5 ms
[2021-01-21 08:36:25 main:574] : INFO : Epoch 1971 | loss: 0.0312443 | val_loss: 0.0312467 | Time: 2223.35 ms
[2021-01-21 08:36:27 main:574] : INFO : Epoch 1972 | loss: 0.0312449 | val_loss: 0.0312492 | Time: 2286.31 ms
[2021-01-21 08:36:30 main:574] : INFO : Epoch 1973 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 2208.42 ms
[2021-01-21 08:36:32 main:574] : INFO : Epoch 1974 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 2183.82 ms
[2021-01-21 08:36:34 main:574] : INFO : Epoch 1975 | loss: 0.0312437 | val_loss: 0.0312471 | Time: 2165.11 ms
[2021-01-21 08:36:36 main:574] : INFO : Epoch 1976 | loss: 0.0312437 | val_loss: 0.0312462 | Time: 2307.23 ms
[2021-01-21 08:36:39 main:574] : INFO : Epoch 1977 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 2276.14 ms
[2021-01-21 08:36:41 main:574] : INFO : Epoch 1978 | loss: 0.0312443 | val_loss: 0.0312471 | Time: 2310.76 ms
[2021-01-21 08:36:43 main:574] : INFO : Epoch 1979 | loss: 0.0312446 | val_loss: 0.0312483 | Time: 2221.97 ms
[2021-01-21 08:36:46 main:574] : INFO : Epoch 1980 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 2395.34 ms
[2021-01-21 08:36:48 main:574] : INFO : Epoch 1981 | loss: 0.0312444 | val_loss: 0.0312459 | Time: 2145.68 ms
[2021-01-21 08:36:50 main:574] : INFO : Epoch 1982 | loss: 0.0312447 | val_loss: 0.0312461 | Time: 2143.81 ms
[2021-01-21 08:36:52 main:574] : INFO : Epoch 1983 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 2164.42 ms
[2021-01-21 08:36:54 main:574] : INFO : Epoch 1984 | loss: 0.031243 | val_loss: 0.0312468 | Time: 2178.95 ms
[2021-01-21 08:36:57 main:574] : INFO : Epoch 1985 | loss: 0.0312445 | val_loss: 0.0312461 | Time: 2178.65 ms
[2021-01-21 08:36:59 main:574] : INFO : Epoch 1986 | loss: 0.0312433 | val_loss: 0.0312467 | Time: 2150.14 ms
[2021-01-21 08:37:01 main:574] : INFO : Epoch 1987 | loss: 0.031244 | val_loss: 0.0312464 | Time: 2155.37 ms
[2021-01-21 08:37:03 main:574] : INFO : Epoch 1988 | loss: 0.0312433 | val_loss: 0.0312472 | Time: 2144.08 ms
[2021-01-21 08:37:05 main:574] : INFO : Epoch 1989 | loss: 0.0312436 | val_loss: 0.0312463 | Time: 2195.68 ms
[2021-01-21 08:37:08 main:574] : INFO : Epoch 1990 | loss: 0.031243 | val_loss: 0.0312457 | Time: 2135.66 ms
[2021-01-21 08:37:10 main:574] : INFO : Epoch 1991 | loss: 0.0312432 | val_loss: 0.0312466 | Time: 2144.85 ms
[2021-01-21 08:37:12 main:574] : INFO : Epoch 1992 | loss: 0.0312432 | val_loss: 0.0312457 | Time: 2151.79 ms
[2021-01-21 08:37:14 main:574] : INFO : Epoch 1993 | loss: 0.0312434 | val_loss: 0.0312456 | Time: 2160.95 ms
[2021-01-21 08:37:16 main:574] : INFO : Epoch 1994 | loss: 0.0312433 | val_loss: 0.0312455 | Time: 2239.91 ms
[2021-01-21 08:37:18 main:574] : INFO : Epoch 1995 | loss: 0.0312439 | val_loss: 0.0312482 | Time: 2159.59 ms
[2021-01-21 08:37:21 main:574] : INFO : Epoch 1996 | loss: 0.031244 | val_loss: 0.0312457 | Time: 2160.8 ms
[2021-01-21 08:37:23 main:574] : INFO : Epoch 1997 | loss: 0.0312434 | val_loss: 0.031246 | Time: 2210.95 ms
[2021-01-21 08:37:25 main:574] : INFO : Epoch 1998 | loss: 0.0312434 | val_loss: 0.031246 | Time: 2176.94 ms
[2021-01-21 08:37:27 main:574] : INFO : Epoch 1999 | loss: 0.0312434 | val_loss: 0.0312456 | Time: 2161.92 ms
[2021-01-21 08:37:29 main:574] : INFO : Epoch 2000 | loss: 0.0312438 | val_loss: 0.031246 | Time: 2114.98 ms
[2021-01-21 08:37:32 main:574] : INFO : Epoch 2001 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 2163.93 ms
[2021-01-21 08:37:34 main:574] : INFO : Epoch 2002 | loss: 0.0312433 | val_loss: 0.0312463 | Time: 2195.35 ms
[2021-01-21 08:37:36 main:574] : INFO : Epoch 2003 | loss: 0.0312436 | val_loss: 0.0312455 | Time: 2175.75 ms
[2021-01-21 08:37:38 main:574] : INFO : Epoch 2004 | loss: 0.0312437 | val_loss: 0.0312463 | Time: 2163.36 ms
[2021-01-21 08:37:40 main:574] : INFO : Epoch 2005 | loss: 0.0312432 | val_loss: 0.031246 | Time: 2160.74 ms
[2021-01-21 08:37:42 main:574] : INFO : Epoch 2006 | loss: 0.0312444 | val_loss: 0.0312479 | Time: 2174.74 ms
[2021-01-21 08:37:45 main:574] : INFO : Epoch 2007 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 2173.79 ms
[2021-01-21 08:37:47 main:574] : INFO : Epoch 2008 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 2201.23 ms
[2021-01-21 08:37:49 main:574] : INFO : Epoch 2009 | loss: 0.0312437 | val_loss: 0.0312488 | Time: 2154.72 ms
[2021-01-21 08:37:51 main:574] : INFO : Epoch 2010 | loss: 0.0312443 | val_loss: 0.0312477 | Time: 2166.77 ms
[2021-01-21 08:37:53 main:574] : INFO : Epoch 2011 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 2178.54 ms
[2021-01-21 08:37:56 main:574] : INFO : Epoch 2012 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 2175.34 ms
[2021-01-21 08:37:58 main:574] : INFO : Epoch 2013 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 2156.22 ms
[2021-01-21 08:38:00 main:574] : INFO : Epoch 2014 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 2165.1 ms
[2021-01-21 08:38:02 main:574] : INFO : Epoch 2015 | loss: 0.0312437 | val_loss: 0.0312482 | Time: 2175.12 ms
[2021-01-21 08:38:04 main:574] : INFO : Epoch 2016 | loss: 0.0312443 | val_loss: 0.0312487 | Time: 2135.37 ms
[2021-01-21 08:38:07 main:574] : INFO : Epoch 2017 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 2212.86 ms
[2021-01-21 08:38:09 main:574] : INFO : Epoch 2018 | loss: 0.0312487 | val_loss: 0.0312557 | Time: 2183.78 ms
[2021-01-21 08:38:11 main:574] : INFO : Epoch 2019 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 2164.6 ms
[2021-01-21 08:38:13 main:574] : INFO : Epoch 2020 | loss: 0.0312449 | val_loss: 0.0312464 | Time: 2106.9 ms
[2021-01-21 08:38:15 main:574] : INFO : Epoch 2021 | loss: 0.031244 | val_loss: 0.0312457 | Time: 2211.55 ms
[2021-01-21 08:38:17 main:574] : INFO : Epoch 2022 | loss: 0.0312447 | val_loss: 0.0312465 | Time: 2164.91 ms
[2021-01-21 08:38:20 main:574] : INFO : Epoch 2023 | loss: 0.0312439 | val_loss: 0.0312462 | Time: 2173.76 ms
[2021-01-21 08:38:22 main:574] : INFO : Epoch 2024 | loss: 0.0312436 | val_loss: 0.0312476 | Time: 2161.51 ms
[2021-01-21 08:38:24 main:574] : INFO : Epoch 2025 | loss: 0.0312438 | val_loss: 0.0312453 | Time: 2207.4 ms
[2021-01-21 08:38:26 main:574] : INFO : Epoch 2026 | loss: 0.0312434 | val_loss: 0.0312471 | Time: 2175.66 ms
[2021-01-21 08:38:28 main:574] : INFO : Epoch 2027 | loss: 0.0312443 | val_loss: 0.0312458 | Time: 2207.08 ms
[2021-01-21 08:38:31 main:574] : INFO : Epoch 2028 | loss: 0.0312439 | val_loss: 0.0312453 | Time: 2139.51 ms
[2021-01-21 08:38:33 main:574] : INFO : Epoch 2029 | loss: 0.031243 | val_loss: 0.031248 | Time: 2161.81 ms
[2021-01-21 08:38:35 main:574] : INFO : Epoch 2030 | loss: 0.0312435 | val_loss: 0.0312496 | Time: 2152.24 ms
[2021-01-21 08:38:37 main:574] : INFO : Epoch 2031 | loss: 0.0312436 | val_loss: 0.0312461 | Time: 2193.7 ms
[2021-01-21 08:38:39 main:574] : INFO : Epoch 2032 | loss: 0.0312439 | val_loss: 0.0312456 | Time: 2141.53 ms
[2021-01-21 08:38:41 main:574] : INFO : Epoch 2033 | loss: 0.0312435 | val_loss: 0.0312459 | Time: 2154.78 ms
[2021-01-21 08:38:44 main:574] : INFO : Epoch 2034 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 2259.56 ms
[2021-01-21 08:38:46 main:574] : INFO : Epoch 2035 | loss: 0.0312439 | val_loss: 0.0312461 | Time: 2167.48 ms
[2021-01-21 08:38:48 main:574] : INFO : Epoch 2036 | loss: 0.0312438 | val_loss: 0.0312461 | Time: 2185.43 ms
[2021-01-21 08:38:50 main:574] : INFO : Epoch 2037 | loss: 0.0312431 | val_loss: 0.0312461 | Time: 2207.76 ms
[2021-01-21 08:38:53 main:574] : INFO : Epoch 2038 | loss: 0.0312431 | val_loss: 0.0312462 | Time: 2173.52 ms
[2021-01-21 08:38:55 main:574] : INFO : Epoch 2039 | loss: 0.0312431 | val_loss: 0.0312461 | Time: 2191.01 ms
[2021-01-21 08:38:57 main:574] : INFO : Epoch 2040 | loss: 0.031243 | val_loss: 0.0312461 | Time: 2182.82 ms
[2021-01-21 08:38:59 main:574] : INFO : Epoch 2041 | loss: 0.0312438 | val_loss: 0.031247 | Time: 2130.18 ms
[2021-01-21 08:39:01 main:574] : INFO : Epoch 2042 | loss: 0.0312446 | val_loss: 0.0312473 | Time: 2229.68 ms
[2021-01-21 08:39:03 main:574] : INFO : Epoch 2043 | loss: 0.0312446 | val_loss: 0.0312467 | Time: 2170.64 ms
[2021-01-21 08:39:06 main:574] : INFO : Epoch 2044 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 2152.55 ms
[2021-01-21 08:39:08 main:574] : INFO : Epoch 2045 | loss: 0.0312437 | val_loss: 0.0312463 | Time: 2227.25 ms
[2021-01-21 08:39:10 main:574] : INFO : Epoch 2046 | loss: 0.0312435 | val_loss: 0.0312464 | Time: 2183.95 ms
[2021-01-21 08:39:12 main:574] : INFO : Epoch 2047 | loss: 0.0312439 | val_loss: 0.0312461 | Time: 2145.28 ms
[2021-01-21 08:39:14 main:574] : INFO : Epoch 2048 | loss: 0.0312442 | val_loss: 0.0312462 | Time: 2188.48 ms
[2021-01-21 08:39:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312462
[2021-01-21 08:39:14 main:603] : INFO : Saving end state to config to file
[2021-01-21 08:39:14 main:608] : INFO : Success, exiting..
08:39:15 (10800): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)