Task 4465761
| Name | ParityModified-1611720519-20058-4_1 |
| Workunit | 2309238 |
| Created | 17 Mar 2021, 20:09:37 UTC |
| Sent | 17 Mar 2021, 20:48:01 UTC |
| Report deadline | 24 Mar 2021, 20:48:01 UTC |
| Received | 18 Mar 2021, 2:40:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 1 hours 18 min 2 sec |
| CPU time | 1 hours 15 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 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: 0.0311426 | val_loss: 0.0311562 | Time: 2239.08 ms [2021-03-18 03:21:24 main:574] : INFO : Epoch 1543 | loss: 0.031144 | val_loss: 0.0311542 | Time: 2223.39 ms [2021-03-18 03:21:27 main:574] : INFO : Epoch 1544 | loss: 0.0311439 | val_loss: 0.0311583 | Time: 2265.08 ms [2021-03-18 03:21:29 main:574] : INFO : Epoch 1545 | loss: 0.0311461 | val_loss: 0.031157 | Time: 2218.09 ms [2021-03-18 03:21:31 main:574] : INFO : Epoch 1546 | loss: 0.0311433 | val_loss: 0.0311599 | Time: 2215.18 ms [2021-03-18 03:21:33 main:574] : INFO : Epoch 1547 | loss: 0.031145 | val_loss: 0.0311564 | Time: 2259.33 ms [2021-03-18 03:21:36 main:574] : INFO : Epoch 1548 | loss: 0.0311416 | val_loss: 0.0311537 | Time: 2201.33 ms [2021-03-18 03:21:38 main:574] : INFO : Epoch 1549 | loss: 0.0311418 | val_loss: 0.0311583 | Time: 2217.32 ms [2021-03-18 03:21:40 main:574] : INFO : Epoch 1550 | loss: 0.0311413 | val_loss: 0.0311551 | Time: 2213.1 ms [2021-03-18 03:21:42 main:574] : INFO : Epoch 1551 | loss: 0.031144 | val_loss: 0.0311576 | Time: 2240.7 ms [2021-03-18 03:21:45 main:574] : INFO : Epoch 1552 | loss: 0.0311427 | val_loss: 0.0311551 | Time: 2275.85 ms [2021-03-18 03:21:47 main:574] : INFO : Epoch 1553 | loss: 0.0311413 | val_loss: 0.0311508 | Time: 2225.94 ms [2021-03-18 03:21:49 main:574] : INFO : Epoch 1554 | loss: 0.0311428 | val_loss: 0.0311574 | Time: 2220.85 ms [2021-03-18 03:21:51 main:574] : INFO : Epoch 1555 | loss: 0.0311419 | val_loss: 0.0311575 | Time: 2223.54 ms [2021-03-18 03:21:54 main:574] : INFO : Epoch 1556 | loss: 0.0311493 | val_loss: 0.0311565 | Time: 2230.81 ms [2021-03-18 03:21:56 main:574] : INFO : Epoch 1557 | loss: 0.0311533 | val_loss: 0.0311593 | Time: 2243.54 ms [2021-03-18 03:21:58 main:574] : INFO : Epoch 1558 | loss: 0.0311509 | val_loss: 0.0311593 | Time: 2226.4 ms [2021-03-18 03:22:00 main:574] : INFO : Epoch 1559 | loss: 0.0311501 | val_loss: 0.031159 | Time: 2233.88 ms [2021-03-18 03:22:03 main:574] : INFO : Epoch 1560 | loss: 0.0311484 | val_loss: 0.0311561 | Time: 2234.36 ms [2021-03-18 03:22:05 main:574] : INFO : Epoch 1561 | loss: 0.0311471 | val_loss: 0.0311567 | Time: 2233.02 ms [2021-03-18 03:22:07 main:574] : INFO : Epoch 1562 | loss: 0.0311456 | val_loss: 0.0311581 | Time: 2195.9 ms [2021-03-18 03:22:09 main:574] : INFO : Epoch 1563 | loss: 0.0311459 | val_loss: 0.0311553 | Time: 2297.8 ms [2021-03-18 03:22:12 main:574] : INFO : Epoch 1564 | loss: 0.0311463 | val_loss: 0.0311539 | Time: 2208.09 ms [2021-03-18 03:22:14 main:574] : INFO : Epoch 1565 | loss: 0.0311492 | val_loss: 0.0311563 | Time: 2272.66 ms [2021-03-18 03:22:16 main:574] : INFO : Epoch 1566 | loss: 0.0311485 | val_loss: 0.0311597 | Time: 2257.9 ms [2021-03-18 03:22:18 main:574] : INFO : Epoch 1567 | loss: 0.0311477 | val_loss: 0.0311642 | Time: 2216.28 ms [2021-03-18 03:22:21 main:574] : INFO : Epoch 1568 | loss: 0.0311477 | val_loss: 0.0311604 | Time: 2209.65 ms [2021-03-18 03:22:23 main:574] : INFO : Epoch 1569 | loss: 0.0311463 | val_loss: 0.0311596 | Time: 2227.57 ms [2021-03-18 03:22:25 main:574] : INFO : Epoch 1570 | loss: 0.0311455 | val_loss: 0.0311565 | Time: 2216.47 ms [2021-03-18 03:22:27 main:574] : INFO : Epoch 1571 | loss: 0.0311453 | val_loss: 0.0311573 | Time: 2244.49 ms [2021-03-18 03:22:30 main:574] : INFO : Epoch 1572 | loss: 0.0311454 | val_loss: 0.0311562 | Time: 2195 ms [2021-03-18 03:22:32 main:574] : INFO : Epoch 1573 | loss: 0.031146 | val_loss: 0.0311576 | Time: 2223.62 ms [2021-03-18 03:22:34 main:574] : INFO : Epoch 1574 | loss: 0.0311458 | val_loss: 0.0311573 | Time: 2258.37 ms [2021-03-18 03:22:36 main:574] : INFO : Epoch 1575 | loss: 0.0311496 | val_loss: 0.0311579 | Time: 2229.32 ms [2021-03-18 03:22:39 main:574] : INFO : Epoch 1576 | loss: 0.0311508 | val_loss: 0.0311577 | Time: 2247.92 ms [2021-03-18 03:22:41 main:574] : INFO : Epoch 1577 | loss: 0.0311484 | val_loss: 0.0311574 | Time: 2197.17 ms [2021-03-18 03:22:43 main:574] : INFO : Epoch 1578 | loss: 0.03115 | val_loss: 0.0311556 | Time: 2232.13 ms [2021-03-18 03:22:45 main:574] : INFO : Epoch 1579 | loss: 0.0311512 | val_loss: 0.0311546 | Time: 2286.7 ms [2021-03-18 03:22:48 main:574] : INFO : Epoch 1580 | loss: 0.0311498 | val_loss: 0.0311554 | Time: 2262.98 ms [2021-03-18 03:22:50 main:574] : INFO : Epoch 1581 | loss: 0.0311481 | val_loss: 0.03116 | Time: 2229.57 ms [2021-03-18 03:22:52 main:574] : INFO : Epoch 1582 | loss: 0.0311468 | val_loss: 0.031155 | Time: 2235.52 ms [2021-03-18 03:22:54 main:574] : INFO : Epoch 1583 | loss: 0.0311463 | val_loss: 0.0311534 | Time: 2220.57 ms [2021-03-18 03:22:57 main:574] : INFO : Epoch 1584 | loss: 0.0311452 | val_loss: 0.0311535 | Time: 2266.17 ms [2021-03-18 03:22:59 main:574] : INFO : Epoch 1585 | loss: 0.031145 | val_loss: 0.0311533 | Time: 2253.16 ms [2021-03-18 03:23:01 main:574] : INFO : Epoch 1586 | loss: 0.0311441 | val_loss: 0.0311526 | Time: 2242.88 ms [2021-03-18 03:23:03 main:574] : INFO : Epoch 1587 | loss: 0.031145 | val_loss: 0.0311541 | Time: 2225.48 ms [2021-03-18 03:23:06 main:574] : INFO : Epoch 1588 | loss: 0.0311449 | val_loss: 0.0311549 | Time: 2271 ms [2021-03-18 03:23:08 main:574] : INFO : Epoch 1589 | loss: 0.0311442 | val_loss: 0.0311535 | Time: 2225.51 ms [2021-03-18 03:23:10 main:574] : INFO : Epoch 1590 | loss: 0.0311438 | val_loss: 0.0311543 | Time: 2181.68 ms [2021-03-18 03:23:12 main:574] : INFO : Epoch 1591 | loss: 0.0311435 | val_loss: 0.0311549 | Time: 2178.09 ms [2021-03-18 03:23:15 main:574] : INFO : Epoch 1592 | loss: 0.0311446 | val_loss: 0.0311551 | Time: 2257.29 ms [2021-03-18 03:23:17 main:574] : INFO : Epoch 1593 | loss: 0.0311426 | val_loss: 0.031154 | Time: 2238.35 ms [2021-03-18 03:23:19 main:574] : INFO : Epoch 1594 | loss: 0.0311426 | val_loss: 0.0311527 | Time: 2181.9 ms [2021-03-18 03:23:21 main:574] : INFO : Epoch 1595 | loss: 0.0311427 | val_loss: 0.0311544 | Time: 2178.58 ms [2021-03-18 03:23:23 main:574] : INFO : Epoch 1596 | loss: 0.0311441 | val_loss: 0.0311534 | Time: 2195.27 ms [2021-03-18 03:23:26 main:574] : INFO : Epoch 1597 | loss: 0.0311481 | val_loss: 0.0311529 | Time: 2230.08 ms [2021-03-18 03:23:28 main:574] : INFO : Epoch 1598 | loss: 0.0311473 | val_loss: 0.0311576 | Time: 2158.89 ms [2021-03-18 03:23:30 main:574] : INFO : Epoch 1599 | loss: 0.0311472 | val_loss: 0.0311582 | Time: 2207.36 ms [2021-03-18 03:23:32 main:574] : INFO : Epoch 1600 | loss: 0.0311472 | val_loss: 0.0311563 | Time: 2176.12 ms [2021-03-18 03:23:34 main:574] : INFO : Epoch 1601 | loss: 0.0311475 | val_loss: 0.0311539 | Time: 2165.85 ms [2021-03-18 03:23:37 main:574] : INFO : Epoch 1602 | loss: 0.0311505 | val_loss: 0.0311552 | Time: 2182.11 ms [2021-03-18 03:23:39 main:574] : INFO : Epoch 1603 | loss: 0.0311496 | val_loss: 0.0311584 | Time: 2205.09 ms [2021-03-18 03:23:41 main:574] : INFO : Epoch 1604 | loss: 0.0311499 | val_loss: 0.0311555 | Time: 2176.29 ms [2021-03-18 03:23:43 main:574] : INFO : Epoch 1605 | loss: 0.0311504 | val_loss: 0.0311579 | Time: 2178.17 ms [2021-03-18 03:23:46 main:574] : INFO : Epoch 1606 | loss: 0.0311503 | val_loss: 0.031156 | Time: 2212.69 ms [2021-03-18 03:23:48 main:574] : INFO : Epoch 1607 | loss: 0.0311497 | val_loss: 0.0311543 | Time: 2209.03 ms [2021-03-18 03:23:50 main:574] : INFO : Epoch 1608 | loss: 0.0311496 | val_loss: 0.031157 | Time: 2179.69 ms [2021-03-18 03:23:52 main:574] : INFO : Epoch 1609 | loss: 0.0311479 | val_loss: 0.0311537 | Time: 2184.98 ms [2021-03-18 03:23:54 main:574] : INFO : Epoch 1610 | loss: 0.0311475 | val_loss: 0.0311566 | Time: 2188.39 ms [2021-03-18 03:23:57 main:574] : INFO : Epoch 1611 | loss: 0.0311494 | val_loss: 0.0311564 | Time: 2229.21 ms [2021-03-18 03:23:59 main:574] : INFO : Epoch 1612 | loss: 0.0311489 | val_loss: 0.0311566 | Time: 2199.21 ms [2021-03-18 03:24:01 main:574] : INFO : Epoch 1613 | loss: 0.0311476 | val_loss: 0.0311569 | Time: 2229.98 ms [2021-03-18 03:24:03 main:574] : INFO : Epoch 1614 | loss: 0.0311495 | val_loss: 0.0311546 | Time: 2187.32 ms [2021-03-18 03:24:05 main:574] : INFO : Epoch 1615 | loss: 0.0311519 | val_loss: 0.031159 | Time: 2215.58 ms [2021-03-18 03:24:08 main:574] : INFO : Epoch 1616 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 2189.63 ms [2021-03-18 03:24:10 main:574] : INFO : Epoch 1617 | loss: 0.0311505 | val_loss: 0.0311593 | Time: 2205.73 ms [2021-03-18 03:24:12 main:574] : INFO : Epoch 1618 | loss: 0.0311512 | val_loss: 0.0311587 | Time: 2153.55 ms [2021-03-18 03:24:14 main:574] : INFO : Epoch 1619 | loss: 0.0311513 | val_loss: 0.03116 | Time: 2200.96 ms [2021-03-18 03:24:17 main:574] : INFO : Epoch 1620 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 2218.51 ms [2021-03-18 03:24:19 main:574] : INFO : Epoch 1621 | loss: 0.0311501 | val_loss: 0.0311615 | Time: 2199.8 ms [2021-03-18 03:24:21 main:574] : INFO : Epoch 1622 | loss: 0.0311504 | val_loss: 0.0311637 | Time: 2194.7 ms [2021-03-18 03:24:23 main:574] : INFO : Epoch 1623 | loss: 0.0311496 | val_loss: 0.0311574 | Time: 2170.71 ms [2021-03-18 03:24:25 main:574] : INFO : Epoch 1624 | loss: 0.0311516 | val_loss: 0.031164 | Time: 2199.71 ms [2021-03-18 03:24:28 main:574] : INFO : Epoch 1625 | loss: 0.0311507 | val_loss: 0.031156 | Time: 2246.55 ms [2021-03-18 03:24:30 main:574] : INFO : Epoch 1626 | loss: 0.0311497 | val_loss: 0.0311632 | Time: 2203.29 ms [2021-03-18 03:24:32 main:574] : INFO : Epoch 1627 | loss: 0.0311496 | val_loss: 0.0311566 | Time: 2175.23 ms [2021-03-18 03:24:34 main:574] : INFO : Epoch 1628 | loss: 0.0311493 | val_loss: 0.031162 | Time: 2207.46 ms [2021-03-18 03:24:37 main:574] : INFO : Epoch 1629 | loss: 0.0311503 | val_loss: 0.0311635 | Time: 2229.83 ms [2021-03-18 03:24:39 main:574] : INFO : Epoch 1630 | loss: 0.0311515 | val_loss: 0.0311583 | Time: 2245.6 ms [2021-03-18 03:24:41 main:574] : INFO : Epoch 1631 | loss: 0.0311492 | val_loss: 0.0311633 | Time: 2209.83 ms [2021-03-18 03:24:43 main:574] : INFO : Epoch 1632 | loss: 0.0311482 | val_loss: 0.031158 | Time: 2204.91 ms [2021-03-18 03:24:46 main:574] : INFO : Epoch 1633 | loss: 0.0311482 | val_loss: 0.0311609 | Time: 2235.41 ms [2021-03-18 03:24:48 main:574] : INFO : Epoch 1634 | loss: 0.03115 | val_loss: 0.0311594 | Time: 2249.7 ms [2021-03-18 03:24:50 main:574] : INFO : Epoch 1635 | loss: 0.0311496 | val_loss: 0.0311588 | Time: 2195.51 ms [2021-03-18 03:24:52 main:574] : INFO : Epoch 1636 | loss: 0.0311463 | val_loss: 0.0311619 | Time: 2206.69 ms [2021-03-18 03:24:54 main:574] : INFO : Epoch 1637 | loss: 0.0311468 | val_loss: 0.0311615 | Time: 2209.34 ms [2021-03-18 03:24:57 main:574] : INFO : Epoch 1638 | loss: 0.0311474 | val_loss: 0.0311587 | Time: 2201.91 ms [2021-03-18 03:24:59 main:574] : INFO : Epoch 1639 | loss: 0.0311462 | val_loss: 0.0311603 | Time: 2223.04 ms [2021-03-18 03:25:01 main:574] : INFO : Epoch 1640 | loss: 0.0311466 | val_loss: 0.0311623 | Time: 2211.18 ms [2021-03-18 03:25:03 main:574] : INFO : Epoch 1641 | loss: 0.0311476 | val_loss: 0.0311587 | Time: 2183.68 ms [2021-03-18 03:25:06 main:574] : INFO : Epoch 1642 | loss: 0.0311461 | val_loss: 0.0311593 | Time: 2186.31 ms [2021-03-18 03:25:08 main:574] : INFO : Epoch 1643 | loss: 0.0311458 | val_loss: 0.0311585 | Time: 2206.13 ms [2021-03-18 03:25:10 main:574] : INFO : Epoch 1644 | loss: 0.0311459 | val_loss: 0.0311673 | Time: 2217.19 ms [2021-03-18 03:25:12 main:574] : INFO : Epoch 1645 | loss: 0.0311494 | val_loss: 0.0311622 | Time: 2195.77 ms [2021-03-18 03:25:14 main:574] : INFO : Epoch 1646 | loss: 0.0311474 | val_loss: 0.0311611 | Time: 2220 ms [2021-03-18 03:25:17 main:574] : INFO : Epoch 1647 | loss: 0.0311461 | val_loss: 0.0311618 | Time: 2230.5 ms [2021-03-18 03:25:19 main:574] : INFO : Epoch 1648 | loss: 0.031147 | val_loss: 0.0311624 | Time: 2217.4 ms [2021-03-18 03:25:21 main:574] : INFO : Epoch 1649 | loss: 0.031147 | val_loss: 0.0311587 | Time: 2193.54 ms [2021-03-18 03:25:23 main:574] : INFO : Epoch 1650 | loss: 0.0311461 | val_loss: 0.0311627 | Time: 2208.86 ms [2021-03-18 03:25:26 main:574] : INFO : Epoch 1651 | loss: 0.0311461 | val_loss: 0.0311597 | Time: 2230.62 ms [2021-03-18 03:25:28 main:574] : INFO : Epoch 1652 | loss: 0.0311466 | val_loss: 0.0311594 | Time: 2286.6 ms [2021-03-18 03:25:30 main:574] : INFO : Epoch 1653 | loss: 0.0311473 | val_loss: 0.0311597 | Time: 2227.48 ms [2021-03-18 03:25:32 main:574] : INFO : Epoch 1654 | loss: 0.0311486 | val_loss: 0.0311596 | Time: 2236.5 ms [2021-03-18 03:25:35 main:574] : INFO : Epoch 1655 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 2236.92 ms [2021-03-18 03:25:37 main:574] : INFO : Epoch 1656 | loss: 0.0311447 | val_loss: 0.0311616 | Time: 2229.17 ms [2021-03-18 03:25:39 main:574] : INFO : Epoch 1657 | loss: 0.0311455 | val_loss: 0.031163 | Time: 2253.49 ms [2021-03-18 03:25:41 main:574] : INFO : Epoch 1658 | loss: 0.0311465 | val_loss: 0.031162 | Time: 2303.64 ms [2021-03-18 03:25:44 main:574] : INFO : Epoch 1659 | loss: 0.0311475 | val_loss: 0.0311604 | Time: 2273.52 ms [2021-03-18 03:25:46 main:574] : INFO : Epoch 1660 | loss: 0.031148 | val_loss: 0.0311678 | Time: 2263.53 ms [2021-03-18 03:25:48 main:574] : INFO : Epoch 1661 | loss: 0.0311471 | val_loss: 0.0311618 | Time: 2251.83 ms [2021-03-18 03:25:51 main:574] : INFO : Epoch 1662 | loss: 0.0311467 | val_loss: 0.031163 | Time: 2253.55 ms [2021-03-18 03:25:53 main:574] : INFO : Epoch 1663 | loss: 0.0311473 | val_loss: 0.0311606 | Time: 2266.37 ms [2021-03-18 03:25:55 main:574] : INFO : Epoch 1664 | loss: 0.0311494 | val_loss: 0.0311631 | Time: 2274.46 ms [2021-03-18 03:25:57 main:574] : INFO : Epoch 1665 | loss: 0.0311522 | val_loss: 0.0311694 | Time: 2264.77 ms [2021-03-18 03:26:00 main:574] : INFO : Epoch 1666 | loss: 0.0311555 | val_loss: 0.0311598 | Time: 2272.05 ms [2021-03-18 03:26:02 main:574] : INFO : Epoch 1667 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 2244.2 ms [2021-03-18 03:26:04 main:574] : INFO : Epoch 1668 | loss: 0.0311854 | val_loss: 0.031293 | Time: 2292.49 ms [2021-03-18 03:26:07 main:574] : INFO : Epoch 1669 | loss: 0.0325124 | val_loss: 0.0321375 | Time: 2270.16 ms [2021-03-18 03:26:09 main:574] : INFO : Epoch 1670 | loss: 0.0314691 | val_loss: 0.0312299 | Time: 2251.22 ms [2021-03-18 03:26:11 main:574] : INFO : Epoch 1671 | loss: 0.0312095 | val_loss: 0.0311744 | Time: 2279.59 ms [2021-03-18 03:26:14 main:574] : INFO : Epoch 1672 | loss: 0.0311659 | val_loss: 0.0311656 | Time: 2376.2 ms [2021-03-18 03:26:16 main:574] : INFO : Epoch 1673 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 2388.86 ms [2021-03-18 03:26:18 main:574] : INFO : Epoch 1674 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 2354.43 ms [2021-03-18 03:26:21 main:574] : INFO : Epoch 1675 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 2245.19 ms [2021-03-18 03:26:23 main:574] : INFO : Epoch 1676 | loss: 0.0311537 | val_loss: 0.0311624 | Time: 2260.9 ms [2021-03-18 03:26:25 main:574] : INFO : Epoch 1677 | loss: 0.0311553 | val_loss: 0.0311629 | Time: 2300.73 ms [2021-03-18 03:26:27 main:574] : INFO : Epoch 1678 | loss: 0.0311544 | val_loss: 0.0311624 | Time: 2219.84 ms [2021-03-18 03:26:30 main:574] : INFO : Epoch 1679 | loss: 0.0311536 | val_loss: 0.0311627 | Time: 2219.17 ms [2021-03-18 03:26:32 main:574] : INFO : Epoch 1680 | loss: 0.031152 | val_loss: 0.0311617 | Time: 2258.78 ms [2021-03-18 03:26:34 main:574] : INFO : Epoch 1681 | loss: 0.0311516 | val_loss: 0.0311662 | Time: 2236.95 ms [2021-03-18 03:26:36 main:574] : INFO : Epoch 1682 | loss: 0.0311544 | val_loss: 0.0311617 | Time: 2258.1 ms [2021-03-18 03:26:39 main:574] : INFO : Epoch 1683 | loss: 0.0311509 | val_loss: 0.0311615 | Time: 2268.48 ms [2021-03-18 03:26:41 main:574] : INFO : Epoch 1684 | loss: 0.0311523 | val_loss: 0.0311597 | Time: 2254.75 ms [2021-03-18 03:26:43 main:574] : INFO : Epoch 1685 | loss: 0.0311561 | val_loss: 0.0311657 | Time: 2218.29 ms [2021-03-18 03:26:46 main:574] : INFO : Epoch 1686 | loss: 0.0311594 | val_loss: 0.0311611 | Time: 2264.06 ms [2021-03-18 03:26:48 main:574] : INFO : Epoch 1687 | loss: 0.0311582 | val_loss: 0.0311639 | Time: 2261.34 ms [2021-03-18 03:26:50 main:574] : INFO : Epoch 1688 | loss: 0.0311557 | val_loss: 0.031162 | Time: 2229.73 ms [2021-03-18 03:26:52 main:574] : INFO : Epoch 1689 | loss: 0.0311545 | val_loss: 0.0311615 | Time: 2252.3 ms [2021-03-18 03:26:55 main:574] : INFO : Epoch 1690 | loss: 0.031153 | val_loss: 0.0311615 | Time: 2246.75 ms [2021-03-18 03:26:57 main:574] : INFO : Epoch 1691 | loss: 0.0311528 | val_loss: 0.0311606 | Time: 2275.36 ms [2021-03-18 03:26:59 main:574] : INFO : Epoch 1692 | loss: 0.0311535 | val_loss: 0.0311598 | Time: 2272.7 ms [2021-03-18 03:27:01 main:574] : INFO : Epoch 1693 | loss: 0.0311547 | val_loss: 0.0311604 | Time: 2273.51 ms [2021-03-18 03:27:04 main:574] : INFO : Epoch 1694 | loss: 0.0311538 | val_loss: 0.0311592 | Time: 2254.32 ms [2021-03-18 03:27:06 main:574] : INFO : Epoch 1695 | loss: 0.0311546 | val_loss: 0.0311624 | Time: 2270.2 ms [2021-03-18 03:27:08 main:574] : INFO : Epoch 1696 | loss: 0.0311537 | val_loss: 0.0311616 | Time: 2251.4 ms [2021-03-18 03:27:11 main:574] : INFO : Epoch 1697 | loss: 0.0311546 | val_loss: 0.0311628 | Time: 2254.74 ms [2021-03-18 03:27:13 main:574] : INFO : Epoch 1698 | loss: 0.0311532 | val_loss: 0.0311616 | Time: 2263.6 ms [2021-03-18 03:27:15 main:574] : INFO : Epoch 1699 | loss: 0.0311529 | val_loss: 0.0311623 | Time: 2283.91 ms [2021-03-18 03:27:17 main:574] : INFO : Epoch 1700 | loss: 0.0311541 | val_loss: 0.0311615 | Time: 2241.52 ms [2021-03-18 03:27:20 main:574] : INFO : Epoch 1701 | loss: 0.0311529 | val_loss: 0.0311597 | Time: 2227.19 ms [2021-03-18 03:27:22 main:574] : INFO : Epoch 1702 | loss: 0.0311522 | val_loss: 0.0311596 | Time: 2224.52 ms [2021-03-18 03:27:24 main:574] : INFO : Epoch 1703 | loss: 0.0311532 | val_loss: 0.0311615 | Time: 2213.18 ms [2021-03-18 03:27:27 main:574] : INFO : Epoch 1704 | loss: 0.0311527 | val_loss: 0.0311598 | Time: 2219.39 ms [2021-03-18 03:27:29 main:574] : INFO : Epoch 1705 | loss: 0.0311539 | val_loss: 0.0311611 | Time: 2199.35 ms [2021-03-18 03:27:31 main:574] : INFO : Epoch 1706 | loss: 0.031153 | val_loss: 0.0311616 | Time: 2215.24 ms [2021-03-18 03:27:33 main:574] : INFO : Epoch 1707 | loss: 0.0311525 | val_loss: 0.0311618 | Time: 2224.2 ms [2021-03-18 03:27:36 main:574] : INFO : Epoch 1708 | loss: 0.0311521 | val_loss: 0.0311606 | Time: 2216.78 ms [2021-03-18 03:27:38 main:574] : INFO : Epoch 1709 | loss: 0.031154 | val_loss: 0.0311634 | Time: 2298.97 ms [2021-03-18 03:27:40 main:574] : INFO : Epoch 1710 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 2202.48 ms [2021-03-18 03:27:42 main:574] : INFO : Epoch 1711 | loss: 0.0311504 | val_loss: 0.0311613 | Time: 2183.09 ms [2021-03-18 03:27:45 main:574] : INFO : Epoch 1712 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 2216.44 ms [2021-03-18 03:27:47 main:574] : INFO : Epoch 1713 | loss: 0.0311546 | val_loss: 0.0311606 | Time: 2207.43 ms [2021-03-18 03:27:49 main:574] : INFO : Epoch 1714 | loss: 0.0311545 | val_loss: 0.0311577 | Time: 2203.15 ms [2021-03-18 03:27:51 main:574] : INFO : Epoch 1715 | loss: 0.0311557 | val_loss: 0.031158 | Time: 2218.5 ms [2021-03-18 03:27:54 main:574] : INFO : Epoch 1716 | loss: 0.0311575 | val_loss: 0.0311607 | Time: 2349.92 ms [2021-03-18 03:27:56 main:574] : INFO : Epoch 1717 | loss: 0.0311587 | val_loss: 0.0311587 | Time: 2232.34 ms [2021-03-18 03:27:58 main:574] : INFO : Epoch 1718 | loss: 0.0311595 | val_loss: 0.0311635 | Time: 2199.97 ms [2021-03-18 03:28:00 main:574] : INFO : Epoch 1719 | loss: 0.0311602 | val_loss: 0.0311612 | Time: 2205.32 ms [2021-03-18 03:28:03 main:574] : INFO : Epoch 1720 | loss: 0.0311566 | val_loss: 0.0311608 | Time: 2208.81 ms [2021-03-18 03:28:05 main:574] : INFO : Epoch 1721 | loss: 0.031158 | val_loss: 0.0311601 | Time: 2243.96 ms [2021-03-18 03:28:07 main:574] : INFO : Epoch 1722 | loss: 0.0311566 | val_loss: 0.0311643 | Time: 2219.82 ms [2021-03-18 03:28:10 main:574] : INFO : Epoch 1723 | loss: 0.0311582 | val_loss: 0.0311603 | Time: 2249.2 ms [2021-03-18 03:28:12 main:574] : INFO : Epoch 1724 | loss: 0.0311586 | val_loss: 0.0311599 | Time: 2228.69 ms [2021-03-18 03:28:14 main:574] : INFO : Epoch 1725 | loss: 0.0311556 | val_loss: 0.0311597 | Time: 2214.41 ms [2021-03-18 03:28:16 main:574] : INFO : Epoch 1726 | loss: 0.0311557 | val_loss: 0.0311596 | Time: 2247.26 ms [2021-03-18 03:28:19 main:574] : INFO : Epoch 1727 | loss: 0.0311551 | val_loss: 0.0311617 | Time: 2200.7 ms [2021-03-18 03:28:21 main:574] : INFO : Epoch 1728 | loss: 0.0311558 | val_loss: 0.0311592 | Time: 2228.97 ms [2021-03-18 03:28:23 main:574] : INFO : Epoch 1729 | loss: 0.0311547 | val_loss: 0.0311609 | Time: 2232.9 ms [2021-03-18 03:28:25 main:574] : INFO : Epoch 1730 | loss: 0.0311536 | val_loss: 0.0311608 | Time: 2204.6 ms [2021-03-18 03:28:28 main:574] : INFO : Epoch 1731 | loss: 0.0311535 | val_loss: 0.0311579 | Time: 2205.48 ms [2021-03-18 03:28:30 main:574] : INFO : Epoch 1732 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 2186.26 ms [2021-03-18 03:28:32 main:574] : INFO : Epoch 1733 | loss: 0.0311528 | val_loss: 0.0311621 | Time: 2240.22 ms [2021-03-18 03:28:34 main:574] : INFO : Epoch 1734 | loss: 0.0311522 | val_loss: 0.031162 | Time: 2180.3 ms [2021-03-18 03:28:37 main:574] : INFO : Epoch 1735 | loss: 0.0311542 | val_loss: 0.0311647 | Time: 2216.47 ms [2021-03-18 03:28:39 main:574] : INFO : Epoch 1736 | loss: 0.031153 | val_loss: 0.0311632 | Time: 2266.83 ms [2021-03-18 03:28:41 main:574] : INFO : Epoch 1737 | loss: 0.0311528 | val_loss: 0.0311684 | Time: 2317.12 ms [2021-03-18 03:28:44 main:574] : INFO : Epoch 1738 | loss: 0.0311521 | val_loss: 0.031166 | Time: 2262.76 ms [2021-03-18 03:28:46 main:574] : INFO : Epoch 1739 | loss: 0.0311526 | val_loss: 0.0311642 | Time: 2251.61 ms [2021-03-18 03:28:48 main:574] : INFO : Epoch 1740 | loss: 0.0311583 | val_loss: 0.0311683 | Time: 2264.81 ms [2021-03-18 03:28:51 main:574] : INFO : Epoch 1741 | loss: 0.0311677 | val_loss: 0.0311683 | Time: 2233.85 ms [2021-03-18 03:28:53 main:574] : INFO : Epoch 1742 | loss: 0.0311665 | val_loss: 0.031165 | Time: 2183.62 ms [2021-03-18 03:28:55 main:574] : INFO : Epoch 1743 | loss: 0.0311641 | val_loss: 0.0311648 | Time: 2203.47 ms [2021-03-18 03:28:57 main:574] : INFO : Epoch 1744 | loss: 0.0311644 | val_loss: 0.0311667 | Time: 2177.61 ms [2021-03-18 03:29:00 main:574] : INFO : Epoch 1745 | loss: 0.0311621 | val_loss: 0.0311638 | Time: 2185.6 ms [2021-03-18 03:29:02 main:574] : INFO : Epoch 1746 | loss: 0.031161 | val_loss: 0.0311639 | Time: 2165.02 ms [2021-03-18 03:29:04 main:574] : INFO : Epoch 1747 | loss: 0.031161 | val_loss: 0.0311633 | Time: 2203.32 ms [2021-03-18 03:29:06 main:574] : INFO : Epoch 1748 | loss: 0.0311619 | val_loss: 0.0311631 | Time: 2178.43 ms [2021-03-18 03:29:08 main:574] : INFO : Epoch 1749 | loss: 0.0311598 | val_loss: 0.0311658 | Time: 2195.86 ms [2021-03-18 03:29:11 main:574] : INFO : Epoch 1750 | loss: 0.0311616 | val_loss: 0.031166 | Time: 2207.35 ms [2021-03-18 03:29:13 main:574] : INFO : Epoch 1751 | loss: 0.0311611 | val_loss: 0.0311661 | Time: 2206.76 ms [2021-03-18 03:29:15 main:574] : INFO : Epoch 1752 | loss: 0.0311612 | val_loss: 0.031165 | Time: 2163.68 ms [2021-03-18 03:29:17 main:574] : INFO : Epoch 1753 | loss: 0.0311606 | val_loss: 0.031165 | Time: 2243.09 ms [2021-03-18 03:29:20 main:574] : INFO : Epoch 1754 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 2225.86 ms [2021-03-18 03:29:22 main:574] : INFO : Epoch 1755 | loss: 0.0311602 | val_loss: 0.0311665 | Time: 2170.97 ms [2021-03-18 03:29:24 main:574] : INFO : Epoch 1756 | loss: 0.031159 | val_loss: 0.0311645 | Time: 2198.33 ms [2021-03-18 03:29:26 main:574] : INFO : Epoch 1757 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 2234.54 ms [2021-03-18 03:29:29 main:574] : INFO : Epoch 1758 | loss: 0.0311591 | val_loss: 0.0311696 | Time: 2249.86 ms [2021-03-18 03:29:31 main:574] : INFO : Epoch 1759 | loss: 0.0311586 | val_loss: 0.0311704 | Time: 2207.39 ms [2021-03-18 03:29:33 main:574] : INFO : Epoch 1760 | loss: 0.0311581 | val_loss: 0.0311698 | Time: 2225.17 ms [2021-03-18 03:29:36 main:574] : INFO : Epoch 1761 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 2245.32 ms [2021-03-18 03:29:38 main:574] : INFO : Epoch 1762 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 2243.43 ms [2021-03-18 03:29:40 main:574] : INFO : Epoch 1763 | loss: 0.0311584 | val_loss: 0.0311734 | Time: 2231.48 ms [2021-03-18 03:29:42 main:574] : INFO : Epoch 1764 | loss: 0.031161 | val_loss: 0.0311707 | Time: 2202.97 ms [2021-03-18 03:29:45 main:574] : INFO : Epoch 1765 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 2241.95 ms [2021-03-18 03:29:47 main:574] : INFO : Epoch 1766 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 2253.72 ms [2021-03-18 03:29:49 main:574] : INFO : Epoch 1767 | loss: 0.0311598 | val_loss: 0.0311681 | Time: 2277.44 ms [2021-03-18 03:29:52 main:574] : INFO : Epoch 1768 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 2259.02 ms [2021-03-18 03:29:54 main:574] : INFO : Epoch 1769 | loss: 0.03116 | val_loss: 0.0311662 | Time: 2271.77 ms [2021-03-18 03:29:56 main:574] : INFO : Epoch 1770 | loss: 0.0311596 | val_loss: 0.0311731 | Time: 2265.61 ms [2021-03-18 03:29:59 main:574] : INFO : Epoch 1771 | loss: 0.0311655 | val_loss: 0.03117 | Time: 2352 ms [2021-03-18 03:30:01 main:574] : INFO : Epoch 1772 | loss: 0.0311685 | val_loss: 0.0311684 | Time: 2382.65 ms [2021-03-18 03:30:04 main:574] : INFO : Epoch 1773 | loss: 0.0311661 | val_loss: 0.0311699 | Time: 2507.37 ms [2021-03-18 03:30:06 main:574] : INFO : Epoch 1774 | loss: 0.0311652 | val_loss: 0.0311677 | Time: 2266.68 ms [2021-03-18 03:30:08 main:574] : INFO : Epoch 1775 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 2262.44 ms [2021-03-18 03:30:11 main:574] : INFO : Epoch 1776 | loss: 0.0311637 | val_loss: 0.0311659 | Time: 2254.05 ms [2021-03-18 03:30:13 main:574] : INFO : Epoch 1777 | loss: 0.031162 | val_loss: 0.0311659 | Time: 2247.76 ms [2021-03-18 03:30:15 main:574] : INFO : Epoch 1778 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 2283.2 ms [2021-03-18 03:30:18 main:574] : INFO : Epoch 1779 | loss: 0.031161 | val_loss: 0.0311668 | Time: 2287.52 ms [2021-03-18 03:30:20 main:574] : INFO : Epoch 1780 | loss: 0.0311612 | val_loss: 0.0311703 | Time: 2277.26 ms [2021-03-18 03:30:22 main:574] : INFO : Epoch 1781 | loss: 0.0311603 | val_loss: 0.0311658 | Time: 2311.1 ms [2021-03-18 03:30:25 main:574] : INFO : Epoch 1782 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 2331.76 ms [2021-03-18 03:30:27 main:574] : INFO : Epoch 1783 | loss: 0.03116 | val_loss: 0.0311642 | Time: 2298.62 ms [2021-03-18 03:30:29 main:574] : INFO : Epoch 1784 | loss: 0.0311586 | val_loss: 0.0311639 | Time: 2294.84 ms [2021-03-18 03:30:32 main:574] : INFO : Epoch 1785 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 2301.12 ms [2021-03-18 03:30:34 main:574] : INFO : Epoch 1786 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 2261.8 ms [2021-03-18 03:30:36 main:574] : INFO : Epoch 1787 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 2284.96 ms [2021-03-18 03:30:39 main:574] : INFO : Epoch 1788 | loss: 0.0311575 | val_loss: 0.0311658 | Time: 2347.16 ms [2021-03-18 03:30:41 main:574] : INFO : Epoch 1789 | loss: 0.031158 | val_loss: 0.0311664 | Time: 2331.63 ms [2021-03-18 03:30:43 main:574] : INFO : Epoch 1790 | loss: 0.0311599 | val_loss: 0.0311653 | Time: 2314.24 ms [2021-03-18 03:30:46 main:574] : INFO : Epoch 1791 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 2335.72 ms [2021-03-18 03:30:48 main:574] : INFO : Epoch 1792 | loss: 0.0311592 | val_loss: 0.0311646 | Time: 2338.81 ms [2021-03-18 03:30:50 main:574] : INFO : Epoch 1793 | loss: 0.0311598 | val_loss: 0.0311627 | Time: 2292.71 ms [2021-03-18 03:30:53 main:574] : INFO : Epoch 1794 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 2301.27 ms [2021-03-18 03:30:55 main:574] : INFO : Epoch 1795 | loss: 0.0311585 | val_loss: 0.0311651 | Time: 2291.25 ms [2021-03-18 03:30:58 main:574] : INFO : Epoch 1796 | loss: 0.0311578 | val_loss: 0.0311671 | Time: 2295.51 ms [2021-03-18 03:31:00 main:574] : INFO : Epoch 1797 | loss: 0.0311592 | val_loss: 0.0311679 | Time: 2344.26 ms [2021-03-18 03:31:02 main:574] : INFO : Epoch 1798 | loss: 0.0311573 | val_loss: 0.0311637 | Time: 2285.36 ms [2021-03-18 03:31:05 main:574] : INFO : Epoch 1799 | loss: 0.0311576 | val_loss: 0.0311674 | Time: 2307.73 ms [2021-03-18 03:31:07 main:574] : INFO : Epoch 1800 | loss: 0.0311569 | val_loss: 0.0311664 | Time: 2290.75 ms [2021-03-18 03:31:09 main:574] : INFO : Epoch 1801 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 2287.08 ms [2021-03-18 03:31:12 main:574] : INFO : Epoch 1802 | loss: 0.0311574 | val_loss: 0.031165 | Time: 2287.18 ms [2021-03-18 03:31:14 main:574] : INFO : Epoch 1803 | loss: 0.0311568 | val_loss: 0.0311645 | Time: 2311.01 ms [2021-03-18 03:31:16 main:574] : INFO : Epoch 1804 | loss: 0.0311578 | val_loss: 0.0311655 | Time: 2334.43 ms [2021-03-18 03:31:19 main:574] : INFO : Epoch 1805 | loss: 0.031157 | val_loss: 0.0311645 | Time: 2313.55 ms [2021-03-18 03:31:21 main:574] : INFO : Epoch 1806 | loss: 0.0311558 | val_loss: 0.0311644 | Time: 2311.91 ms [2021-03-18 03:31:23 main:574] : INFO : Epoch 1807 | loss: 0.0311562 | val_loss: 0.031165 | Time: 2311.76 ms [2021-03-18 03:31:26 main:574] : INFO : Epoch 1808 | loss: 0.0311564 | val_loss: 0.031166 | Time: 2285.15 ms [2021-03-18 03:31:28 main:574] : INFO : Epoch 1809 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 2303.33 ms [2021-03-18 03:31:30 main:574] : INFO : Epoch 1810 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 2294.93 ms [2021-03-18 03:31:33 main:574] : INFO : Epoch 1811 | loss: 0.0311594 | val_loss: 0.0311728 | Time: 2317.03 ms [2021-03-18 03:31:35 main:574] : INFO : Epoch 1812 | loss: 0.0311617 | val_loss: 0.0311652 | Time: 2289.67 ms [2021-03-18 03:31:37 main:574] : INFO : Epoch 1813 | loss: 0.0311601 | val_loss: 0.03117 | Time: 2268.74 ms [2021-03-18 03:31:40 main:574] : INFO : Epoch 1814 | loss: 0.0311588 | val_loss: 0.0311645 | Time: 2329.86 ms [2021-03-18 03:31:42 main:574] : INFO : Epoch 1815 | loss: 0.0311567 | val_loss: 0.0311654 | Time: 2264.82 ms [2021-03-18 03:31:44 main:574] : INFO : Epoch 1816 | loss: 0.0311564 | val_loss: 0.0311667 | Time: 2308.73 ms [2021-03-18 03:31:47 main:574] : INFO : Epoch 1817 | loss: 0.031156 | val_loss: 0.0311634 | Time: 2288.45 ms [2021-03-18 03:31:49 main:574] : INFO : Epoch 1818 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 2359.63 ms [2021-03-18 03:31:51 main:574] : INFO : Epoch 1819 | loss: 0.0311579 | val_loss: 0.0311649 | Time: 2315.26 ms [2021-03-18 03:31:54 main:574] : INFO : Epoch 1820 | loss: 0.0311569 | val_loss: 0.0311671 | Time: 2306.89 ms [2021-03-18 03:31:56 main:574] : INFO : Epoch 1821 | loss: 0.0311568 | val_loss: 0.0311649 | Time: 2374.17 ms [2021-03-18 03:31:59 main:574] : INFO : Epoch 1822 | loss: 0.0311575 | val_loss: 0.0311671 | Time: 2306.59 ms [2021-03-18 03:32:01 main:574] : INFO : Epoch 1823 | loss: 0.0311561 | val_loss: 0.0311665 | Time: 2293.12 ms [2021-03-18 03:32:03 main:574] : INFO : Epoch 1824 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 2265.76 ms [2021-03-18 03:32:06 main:574] : INFO : Epoch 1825 | loss: 0.031156 | val_loss: 0.0311652 | Time: 2277.72 ms [2021-03-18 03:32:08 main:574] : INFO : Epoch 1826 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 2306.32 ms [2021-03-18 03:32:10 main:574] : INFO : Epoch 1827 | loss: 0.0311563 | val_loss: 0.0311636 | Time: 2283.1 ms [2021-03-18 03:32:13 main:574] : INFO : Epoch 1828 | loss: 0.0311567 | val_loss: 0.0311653 | Time: 2303.87 ms [2021-03-18 03:32:15 main:574] : INFO : Epoch 1829 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 2293.93 ms [2021-03-18 03:32:17 main:574] : INFO : Epoch 1830 | loss: 0.0311559 | val_loss: 0.0311668 | Time: 2271.28 ms [2021-03-18 03:32:20 main:574] : INFO : Epoch 1831 | loss: 0.0311563 | val_loss: 0.0311646 | Time: 2329.36 ms [2021-03-18 03:32:22 main:574] : INFO : Epoch 1832 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 2299.98 ms [2021-03-18 03:32:24 main:574] : INFO : Epoch 1833 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 2299.79 ms [2021-03-18 03:32:27 main:574] : INFO : Epoch 1834 | loss: 0.031157 | val_loss: 0.0311667 | Time: 2284.38 ms [2021-03-18 03:32:29 main:574] : INFO : Epoch 1835 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 2260.42 ms [2021-03-18 03:32:31 main:574] : INFO : Epoch 1836 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 2297.82 ms [2021-03-18 03:32:34 main:574] : INFO : Epoch 1837 | loss: 0.031155 | val_loss: 0.0311664 | Time: 2276.66 ms [2021-03-18 03:32:36 main:574] : INFO : Epoch 1838 | loss: 0.0311546 | val_loss: 0.0311658 | Time: 2271.21 ms [2021-03-18 03:32:38 main:574] : INFO : Epoch 1839 | loss: 0.0311554 | val_loss: 0.0311652 | Time: 2288.85 ms [2021-03-18 03:32:41 main:574] : INFO : Epoch 1840 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 2248.57 ms [2021-03-18 03:32:43 main:574] : INFO : Epoch 1841 | loss: 0.0311562 | val_loss: 0.0311694 | Time: 2250.15 ms [2021-03-18 03:32:45 main:574] : INFO : Epoch 1842 | loss: 0.031156 | val_loss: 0.0311697 | Time: 2273.3 ms [2021-03-18 03:32:48 main:574] : INFO : Epoch 1843 | loss: 0.0311561 | val_loss: 0.0311674 | Time: 2297.74 ms [2021-03-18 03:32:50 main:574] : INFO : Epoch 1844 | loss: 0.0311555 | val_loss: 0.0311691 | Time: 2281.15 ms [2021-03-18 03:32:52 main:574] : INFO : Epoch 1845 | loss: 0.0311555 | val_loss: 0.0311673 | Time: 2306.64 ms [2021-03-18 03:32:55 main:574] : INFO : Epoch 1846 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 2294.04 ms [2021-03-18 03:32:57 main:574] : INFO : Epoch 1847 | loss: 0.0311544 | val_loss: 0.0311668 | Time: 2295.84 ms [2021-03-18 03:32:59 main:574] : INFO : Epoch 1848 | loss: 0.0311548 | val_loss: 0.0311692 | Time: 2282.25 ms [2021-03-18 03:33:02 main:574] : INFO : Epoch 1849 | loss: 0.031154 | val_loss: 0.0311674 | Time: 2294.85 ms [2021-03-18 03:33:04 main:574] : INFO : Epoch 1850 | loss: 0.0311568 | val_loss: 0.0311685 | Time: 2273.51 ms [2021-03-18 03:33:06 main:574] : INFO : Epoch 1851 | loss: 0.0311556 | val_loss: 0.0311751 | Time: 2244.29 ms [2021-03-18 03:33:09 main:574] : INFO : Epoch 1852 | loss: 0.0311584 | val_loss: 0.0311731 | Time: 2294.45 ms [2021-03-18 03:33:11 main:574] : INFO : Epoch 1853 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 2323.03 ms [2021-03-18 03:33:13 main:574] : INFO : Epoch 1854 | loss: 0.0311559 | val_loss: 0.0311691 | Time: 2307.14 ms [2021-03-18 03:33:16 main:574] : INFO : Epoch 1855 | loss: 0.0311564 | val_loss: 0.0311685 | Time: 2230.59 ms [2021-03-18 03:33:18 main:574] : INFO : Epoch 1856 | loss: 0.0311556 | val_loss: 0.0311664 | Time: 2269.09 ms [2021-03-18 03:33:20 main:574] : INFO : Epoch 1857 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 2280.77 ms [2021-03-18 03:33:23 main:574] : INFO : Epoch 1858 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 2264.6 ms [2021-03-18 03:33:25 main:574] : INFO : Epoch 1859 | loss: 0.0311553 | val_loss: 0.0311684 | Time: 2269.36 ms [2021-03-18 03:33:27 main:574] : INFO : Epoch 1860 | loss: 0.0311552 | val_loss: 0.0311681 | Time: 2249.43 ms [2021-03-18 03:33:29 main:574] : INFO : Epoch 1861 | loss: 0.0311554 | val_loss: 0.0311692 | Time: 2276.39 ms [2021-03-18 03:33:32 main:574] : INFO : Epoch 1862 | loss: 0.0311556 | val_loss: 0.0311678 | Time: 2297.99 ms [2021-03-18 03:33:34 main:574] : INFO : Epoch 1863 | loss: 0.0311555 | val_loss: 0.0311707 | Time: 2281.7 ms [2021-03-18 03:33:36 main:574] : INFO : Epoch 1864 | loss: 0.0311579 | val_loss: 0.031166 | Time: 2275.15 ms [2021-03-18 03:33:39 main:574] : INFO : Epoch 1865 | loss: 0.0311565 | val_loss: 0.0311682 | Time: 2272.45 ms [2021-03-18 03:33:41 main:574] : INFO : Epoch 1866 | loss: 0.0311571 | val_loss: 0.0311689 | Time: 2194.78 ms [2021-03-18 03:33:43 main:574] : INFO : Epoch 1867 | loss: 0.0311562 | val_loss: 0.0311728 | Time: 2298.78 ms [2021-03-18 03:33:46 main:574] : INFO : Epoch 1868 | loss: 0.0311558 | val_loss: 0.031167 | Time: 2368.39 ms [2021-03-18 03:33:48 main:574] : INFO : Epoch 1869 | loss: 0.0311551 | val_loss: 0.0311682 | Time: 2344.61 ms [2021-03-18 03:33:50 main:574] : INFO : Epoch 1870 | loss: 0.0311548 | val_loss: 0.0311729 | Time: 2273.66 ms [2021-03-18 03:33:53 main:574] : INFO : Epoch 1871 | loss: 0.0311547 | val_loss: 0.0311697 | Time: 2250.94 ms [2021-03-18 03:33:55 main:574] : INFO : Epoch 1872 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 2256.93 ms [2021-03-18 03:33:57 main:574] : INFO : Epoch 1873 | loss: 0.0311543 | val_loss: 0.0311691 | Time: 2271.21 ms [2021-03-18 03:34:00 main:574] : INFO : Epoch 1874 | loss: 0.031155 | val_loss: 0.0311671 | Time: 2277.01 ms [2021-03-18 03:34:02 main:574] : INFO : Epoch 1875 | loss: 0.0311543 | val_loss: 0.0311668 | Time: 2331.02 ms [2021-03-18 03:34:04 main:574] : INFO : Epoch 1876 | loss: 0.0311551 | val_loss: 0.031165 | Time: 2275.64 ms [2021-03-18 03:34:07 main:574] : INFO : Epoch 1877 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 2264.22 ms [2021-03-18 03:34:09 main:574] : INFO : Epoch 1878 | loss: 0.0311571 | val_loss: 0.0311654 | Time: 2265.25 ms [2021-03-18 03:34:11 main:574] : INFO : Epoch 1879 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 2265 ms [2021-03-18 03:34:14 main:574] : INFO : Epoch 1880 | loss: 0.0311558 | val_loss: 0.0311634 | Time: 2260.95 ms [2021-03-18 03:34:16 main:574] : INFO : Epoch 1881 | loss: 0.0311555 | val_loss: 0.0311655 | Time: 2255.65 ms [2021-03-18 03:34:18 main:574] : INFO : Epoch 1882 | loss: 0.0311562 | val_loss: 0.0311678 | Time: 2266.53 ms [2021-03-18 03:34:21 main:574] : INFO : Epoch 1883 | loss: 0.0311567 | val_loss: 0.031165 | Time: 2285.01 ms [2021-03-18 03:34:23 main:574] : INFO : Epoch 1884 | loss: 0.0311542 | val_loss: 0.0311678 | Time: 2287.83 ms [2021-03-18 03:34:25 main:574] : INFO : Epoch 1885 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 2240.47 ms [2021-03-18 03:34:28 main:574] : INFO : Epoch 1886 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 2276.17 ms [2021-03-18 03:34:30 main:574] : INFO : Epoch 1887 | loss: 0.031156 | val_loss: 0.0311687 | Time: 2271.24 ms [2021-03-18 03:34:32 main:574] : INFO : Epoch 1888 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 2269.06 ms [2021-03-18 03:34:35 main:574] : INFO : Epoch 1889 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 2284.65 ms [2021-03-18 03:34:37 main:574] : INFO : Epoch 1890 | loss: 0.0311536 | val_loss: 0.0311671 | Time: 2274.32 ms [2021-03-18 03:34:39 main:574] : INFO : Epoch 1891 | loss: 0.0311553 | val_loss: 0.0311686 | Time: 2264.16 ms [2021-03-18 03:34:41 main:574] : INFO : Epoch 1892 | loss: 0.0311527 | val_loss: 0.0311653 | Time: 2269.5 ms [2021-03-18 03:34:44 main:574] : INFO : Epoch 1893 | loss: 0.031152 | val_loss: 0.031165 | Time: 2326.18 ms [2021-03-18 03:34:46 main:574] : INFO : Epoch 1894 | loss: 0.0311521 | val_loss: 0.031164 | Time: 2329.04 ms [2021-03-18 03:34:49 main:574] : INFO : Epoch 1895 | loss: 0.0311537 | val_loss: 0.031166 | Time: 2301.01 ms [2021-03-18 03:34:51 main:574] : INFO : Epoch 1896 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 2330.87 ms [2021-03-18 03:34:53 main:574] : INFO : Epoch 1897 | loss: 0.0311514 | val_loss: 0.0311657 | Time: 2373.23 ms [2021-03-18 03:34:56 main:574] : INFO : Epoch 1898 | loss: 0.0311539 | val_loss: 0.0311632 | Time: 2256.82 ms [2021-03-18 03:34:58 main:574] : INFO : Epoch 1899 | loss: 0.0311554 | val_loss: 0.031165 | Time: 2319.62 ms [2021-03-18 03:35:00 main:574] : INFO : Epoch 1900 | loss: 0.0311537 | val_loss: 0.0311629 | Time: 2244.51 ms [2021-03-18 03:35:03 main:574] : INFO : Epoch 1901 | loss: 0.0311546 | val_loss: 0.0311637 | Time: 2264.02 ms [2021-03-18 03:35:05 main:574] : INFO : Epoch 1902 | loss: 0.0311529 | val_loss: 0.0311682 | Time: 2275.63 ms [2021-03-18 03:35:07 main:574] : INFO : Epoch 1903 | loss: 0.0311531 | val_loss: 0.0311672 | Time: 2267.75 ms [2021-03-18 03:35:10 main:574] : INFO : Epoch 1904 | loss: 0.031154 | val_loss: 0.0311651 | Time: 2266.74 ms [2021-03-18 03:35:12 main:574] : INFO : Epoch 1905 | loss: 0.0311538 | val_loss: 0.0311707 | Time: 2264.33 ms [2021-03-18 03:35:14 main:574] : INFO : Epoch 1906 | loss: 0.031157 | val_loss: 0.0311663 | Time: 2269.11 ms [2021-03-18 03:35:17 main:574] : INFO : Epoch 1907 | loss: 0.0311559 | val_loss: 0.0311639 | Time: 2276.24 ms [2021-03-18 03:35:19 main:574] : INFO : Epoch 1908 | loss: 0.0311524 | val_loss: 0.0311671 | Time: 2276.36 ms [2021-03-18 03:35:21 main:574] : INFO : Epoch 1909 | loss: 0.0311538 | val_loss: 0.0311658 | Time: 2251.96 ms [2021-03-18 03:35:23 main:574] : INFO : Epoch 1910 | loss: 0.0311515 | val_loss: 0.0311642 | Time: 2269.67 ms [2021-03-18 03:35:26 main:574] : INFO : Epoch 1911 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 2245.99 ms [2021-03-18 03:35:28 main:574] : INFO : Epoch 1912 | loss: 0.0311522 | val_loss: 0.0311628 | Time: 2255.05 ms [2021-03-18 03:35:30 main:574] : INFO : Epoch 1913 | loss: 0.031155 | val_loss: 0.0311665 | Time: 2278.48 ms [2021-03-18 03:35:33 main:574] : INFO : Epoch 1914 | loss: 0.0311567 | val_loss: 0.0311638 | Time: 2315.65 ms [2021-03-18 03:35:35 main:574] : INFO : Epoch 1915 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 2330.99 ms [2021-03-18 03:35:37 main:574] : INFO : Epoch 1916 | loss: 0.0311551 | val_loss: 0.0311624 | Time: 2285.43 ms [2021-03-18 03:35:40 main:574] : INFO : Epoch 1917 | loss: 0.0311541 | val_loss: 0.0311653 | Time: 2295.41 ms [2021-03-18 03:35:42 main:574] : INFO : Epoch 1918 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 2235.33 ms [2021-03-18 03:35:44 main:574] : INFO : Epoch 1919 | loss: 0.0311573 | val_loss: 0.031163 | Time: 2281.62 ms [2021-03-18 03:35:47 main:574] : INFO : Epoch 1920 | loss: 0.031155 | val_loss: 0.0311639 | Time: 2297.33 ms [2021-03-18 03:35:49 main:574] : INFO : Epoch 1921 | loss: 0.0311542 | val_loss: 0.0311628 | Time: 2331.01 ms [2021-03-18 03:35:51 main:574] : INFO : Epoch 1922 | loss: 0.0311536 | val_loss: 0.0311652 | Time: 2248.97 ms [2021-03-18 03:35:54 main:574] : INFO : Epoch 1923 | loss: 0.0311551 | val_loss: 0.0311653 | Time: 2254.32 ms [2021-03-18 03:35:56 main:574] : INFO : Epoch 1924 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 2271.62 ms [2021-03-18 03:35:58 main:574] : INFO : Epoch 1925 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 2229.01 ms [2021-03-18 03:36:01 main:574] : INFO : Epoch 1926 | loss: 0.031154 | val_loss: 0.0311641 | Time: 2274.05 ms [2021-03-18 03:36:03 main:574] : INFO : Epoch 1927 | loss: 0.0311531 | val_loss: 0.0311607 | Time: 2280.61 ms [2021-03-18 03:36:05 main:574] : INFO : Epoch 1928 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 2301.57 ms [2021-03-18 03:36:08 main:574] : INFO : Epoch 1929 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 2296.39 ms [2021-03-18 03:36:10 main:574] : INFO : Epoch 1930 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 2259.42 ms [2021-03-18 03:36:12 main:574] : INFO : Epoch 1931 | loss: 0.0311522 | val_loss: 0.0311621 | Time: 2257.46 ms [2021-03-18 03:36:15 main:574] : INFO : Epoch 1932 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 2262.52 ms [2021-03-18 03:36:17 main:574] : INFO : Epoch 1933 | loss: 0.0311509 | val_loss: 0.031163 | Time: 2318.11 ms [2021-03-18 03:36:19 main:574] : INFO : Epoch 1934 | loss: 0.0311514 | val_loss: 0.0311616 | Time: 2324.51 ms [2021-03-18 03:36:22 main:574] : INFO : Epoch 1935 | loss: 0.0311523 | val_loss: 0.0311622 | Time: 2301.25 ms [2021-03-18 03:36:24 main:574] : INFO : Epoch 1936 | loss: 0.0311548 | val_loss: 0.0311699 | Time: 2272.06 ms [2021-03-18 03:36:26 main:574] : INFO : Epoch 1937 | loss: 0.0311609 | val_loss: 0.0311672 | Time: 2327.53 ms [2021-03-18 03:36:29 main:574] : INFO : Epoch 1938 | loss: 0.0311619 | val_loss: 0.0311636 | Time: 2263.09 ms [2021-03-18 03:36:31 main:574] : INFO : Epoch 1939 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 2339.41 ms [2021-03-18 03:36:33 main:574] : INFO : Epoch 1940 | loss: 0.0311591 | val_loss: 0.0311647 | Time: 2336.13 ms [2021-03-18 03:36:36 main:574] : INFO : Epoch 1941 | loss: 0.031158 | val_loss: 0.0311649 | Time: 2278.08 ms [2021-03-18 03:36:38 main:574] : INFO : Epoch 1942 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 2286.07 ms [2021-03-18 03:36:40 main:574] : INFO : Epoch 1943 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 2288.27 ms [2021-03-18 03:36:43 main:574] : INFO : Epoch 1944 | loss: 0.0311577 | val_loss: 0.031167 | Time: 2288.51 ms [2021-03-18 03:36:45 main:574] : INFO : Epoch 1945 | loss: 0.0311582 | val_loss: 0.0311644 | Time: 2310.85 ms [2021-03-18 03:36:48 main:574] : INFO : Epoch 1946 | loss: 0.0311561 | val_loss: 0.0311628 | Time: 2316.06 ms [2021-03-18 03:36:50 main:574] : INFO : Epoch 1947 | loss: 0.0311558 | val_loss: 0.0311632 | Time: 2260.82 ms [2021-03-18 03:36:52 main:574] : INFO : Epoch 1948 | loss: 0.0311592 | val_loss: 0.0311642 | Time: 2337.57 ms [2021-03-18 03:36:55 main:574] : INFO : Epoch 1949 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 2347.39 ms [2021-03-18 03:36:57 main:574] : INFO : Epoch 1950 | loss: 0.0311567 | val_loss: 0.0311661 | Time: 2286.31 ms [2021-03-18 03:36:59 main:574] : INFO : Epoch 1951 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 2310.63 ms [2021-03-18 03:37:02 main:574] : INFO : Epoch 1952 | loss: 0.0311563 | val_loss: 0.031169 | Time: 2278.54 ms [2021-03-18 03:37:04 main:574] : INFO : Epoch 1953 | loss: 0.031156 | val_loss: 0.0311638 | Time: 2303.39 ms [2021-03-18 03:37:06 main:574] : INFO : Epoch 1954 | loss: 0.0311546 | val_loss: 0.0311689 | Time: 2294.7 ms [2021-03-18 03:37:09 main:574] : INFO : Epoch 1955 | loss: 0.0311583 | val_loss: 0.031167 | Time: 2302.88 ms [2021-03-18 03:37:11 main:574] : INFO : Epoch 1956 | loss: 0.031155 | val_loss: 0.0311622 | Time: 2304.23 ms [2021-03-18 03:37:13 main:574] : INFO : Epoch 1957 | loss: 0.0311554 | val_loss: 0.031163 | Time: 2275.85 ms [2021-03-18 03:37:16 main:574] : INFO : Epoch 1958 | loss: 0.0311557 | val_loss: 0.0311638 | Time: 2279.44 ms [2021-03-18 03:37:18 main:574] : INFO : Epoch 1959 | loss: 0.0311572 | val_loss: 0.0311664 | Time: 2281.77 ms [2021-03-18 03:37:20 main:574] : INFO : Epoch 1960 | loss: 0.0311562 | val_loss: 0.031166 | Time: 2292.13 ms [2021-03-18 03:37:23 main:574] : INFO : Epoch 1961 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 2263.87 ms [2021-03-18 03:37:25 main:574] : INFO : Epoch 1962 | loss: 0.0311555 | val_loss: 0.031164 | Time: 2228.54 ms [2021-03-18 03:37:27 main:574] : INFO : Epoch 1963 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 2287.4 ms [2021-03-18 03:37:30 main:574] : INFO : Epoch 1964 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 2273.93 ms [2021-03-18 03:37:32 main:574] : INFO : Epoch 1965 | loss: 0.0311578 | val_loss: 0.0311652 | Time: 2253.81 ms [2021-03-18 03:37:34 main:574] : INFO : Epoch 1966 | loss: 0.0311572 | val_loss: 0.0311708 | Time: 2277.26 ms [2021-03-18 03:37:37 main:574] : INFO : Epoch 1967 | loss: 0.0311572 | val_loss: 0.0311667 | Time: 2351.5 ms [2021-03-18 03:37:39 main:574] : INFO : Epoch 1968 | loss: 0.0311561 | val_loss: 0.0311641 | Time: 2275.71 ms [2021-03-18 03:37:41 main:574] : INFO : Epoch 1969 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 2269.96 ms [2021-03-18 03:37:44 main:574] : INFO : Epoch 1970 | loss: 0.031154 | val_loss: 0.0311686 | Time: 2230.34 ms [2021-03-18 03:37:46 main:574] : INFO : Epoch 1971 | loss: 0.0311578 | val_loss: 0.0311651 | Time: 2255.98 ms [2021-03-18 03:37:48 main:574] : INFO : Epoch 1972 | loss: 0.0311542 | val_loss: 0.0311645 | Time: 2280.99 ms [2021-03-18 03:37:50 main:574] : INFO : Epoch 1973 | loss: 0.0311535 | val_loss: 0.0311681 | Time: 2270.34 ms [2021-03-18 03:37:53 main:574] : INFO : Epoch 1974 | loss: 0.0311546 | val_loss: 0.0311671 | Time: 2275.98 ms [2021-03-18 03:37:55 main:574] : INFO : Epoch 1975 | loss: 0.0311543 | val_loss: 0.0311635 | Time: 2227.05 ms [2021-03-18 03:37:57 main:574] : INFO : Epoch 1976 | loss: 0.0311523 | val_loss: 0.0311649 | Time: 2268.78 ms [2021-03-18 03:38:00 main:574] : INFO : Epoch 1977 | loss: 0.0311534 | val_loss: 0.0311644 | Time: 2259.16 ms [2021-03-18 03:38:02 main:574] : INFO : Epoch 1978 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 2197.57 ms [2021-03-18 03:38:04 main:574] : INFO : Epoch 1979 | loss: 0.0311532 | val_loss: 0.0311642 | Time: 2227.23 ms [2021-03-18 03:38:07 main:574] : INFO : Epoch 1980 | loss: 0.031153 | val_loss: 0.0311674 | Time: 2235.3 ms [2021-03-18 03:38:09 main:574] : INFO : Epoch 1981 | loss: 0.0311547 | val_loss: 0.0311631 | Time: 2204.17 ms [2021-03-18 03:38:11 main:574] : INFO : Epoch 1982 | loss: 0.0311544 | val_loss: 0.0311632 | Time: 2245.54 ms [2021-03-18 03:38:13 main:574] : INFO : Epoch 1983 | loss: 0.0311534 | val_loss: 0.0311651 | Time: 2263.13 ms [2021-03-18 03:38:16 main:574] : INFO : Epoch 1984 | loss: 0.0311547 | val_loss: 0.0311623 | Time: 2282.7 ms [2021-03-18 03:38:18 main:574] : INFO : Epoch 1985 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 2269.44 ms [2021-03-18 03:38:20 main:574] : INFO : Epoch 1986 | loss: 0.0311521 | val_loss: 0.0311649 | Time: 2224.65 ms [2021-03-18 03:38:23 main:574] : INFO : Epoch 1987 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 2239.46 ms [2021-03-18 03:38:25 main:574] : INFO : Epoch 1988 | loss: 0.0311576 | val_loss: 0.0311647 | Time: 2229.37 ms [2021-03-18 03:38:27 main:574] : INFO : Epoch 1989 | loss: 0.0311558 | val_loss: 0.0311691 | Time: 2231.84 ms [2021-03-18 03:38:30 main:574] : INFO : Epoch 1990 | loss: 0.0311567 | val_loss: 0.0311652 | Time: 2224.93 ms [2021-03-18 03:38:32 main:574] : INFO : Epoch 1991 | loss: 0.0311555 | val_loss: 0.0311645 | Time: 2213.93 ms [2021-03-18 03:38:34 main:574] : INFO : Epoch 1992 | loss: 0.0311553 | val_loss: 0.0311675 | Time: 2236.42 ms [2021-03-18 03:38:36 main:574] : INFO : Epoch 1993 | loss: 0.0311554 | val_loss: 0.0311648 | Time: 2253.12 ms [2021-03-18 03:38:39 main:574] : INFO : Epoch 1994 | loss: 0.0311566 | val_loss: 0.0311663 | Time: 2247.4 ms [2021-03-18 03:38:41 main:574] : INFO : Epoch 1995 | loss: 0.0311604 | val_loss: 0.0311648 | Time: 2279.04 ms [2021-03-18 03:38:43 main:574] : INFO : Epoch 1996 | loss: 0.0311599 | val_loss: 0.0311662 | Time: 2232.44 ms [2021-03-18 03:38:46 main:574] : INFO : Epoch 1997 | loss: 0.0311558 | val_loss: 0.0311603 | Time: 2294.13 ms [2021-03-18 03:38:48 main:574] : INFO : Epoch 1998 | loss: 0.0311564 | val_loss: 0.0311622 | Time: 2271.27 ms [2021-03-18 03:38:50 main:574] : INFO : Epoch 1999 | loss: 0.0311565 | val_loss: 0.0311626 | Time: 2300.55 ms [2021-03-18 03:38:53 main:574] : INFO : Epoch 2000 | loss: 0.0311564 | val_loss: 0.0311643 | Time: 2244.05 ms [2021-03-18 03:38:55 main:574] : INFO : Epoch 2001 | loss: 0.031156 | val_loss: 0.0311653 | Time: 2250.06 ms [2021-03-18 03:38:57 main:574] : INFO : Epoch 2002 | loss: 0.0311566 | val_loss: 0.0311635 | Time: 2247.15 ms [2021-03-18 03:39:00 main:574] : INFO : Epoch 2003 | loss: 0.0311579 | val_loss: 0.0311667 | Time: 2257.58 ms [2021-03-18 03:39:02 main:574] : INFO : Epoch 2004 | loss: 0.0311569 | val_loss: 0.0311647 | Time: 2274.85 ms [2021-03-18 03:39:04 main:574] : INFO : Epoch 2005 | loss: 0.0311564 | val_loss: 0.0311637 | Time: 2263.88 ms [2021-03-18 03:39:06 main:574] : INFO : Epoch 2006 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 2227.67 ms [2021-03-18 03:39:09 main:574] : INFO : Epoch 2007 | loss: 0.0311557 | val_loss: 0.0311634 | Time: 2258.06 ms [2021-03-18 03:39:11 main:574] : INFO : Epoch 2008 | loss: 0.0311553 | val_loss: 0.0311652 | Time: 2366.53 ms [2021-03-18 03:39:14 main:574] : INFO : Epoch 2009 | loss: 0.0311561 | val_loss: 0.0311623 | Time: 2313.04 ms [2021-03-18 03:39:16 main:574] : INFO : Epoch 2010 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 2264.41 ms [2021-03-18 03:39:18 main:574] : INFO : Epoch 2011 | loss: 0.0311556 | val_loss: 0.031162 | Time: 2195.17 ms [2021-03-18 03:39:20 main:574] : INFO : Epoch 2012 | loss: 0.03116 | val_loss: 0.031165 | Time: 2192.96 ms [2021-03-18 03:39:23 main:574] : INFO : Epoch 2013 | loss: 0.0311568 | val_loss: 0.0311663 | Time: 2222.52 ms [2021-03-18 03:39:25 main:574] : INFO : Epoch 2014 | loss: 0.0311542 | val_loss: 0.0311635 | Time: 2201.52 ms [2021-03-18 03:39:27 main:574] : INFO : Epoch 2015 | loss: 0.031155 | val_loss: 0.0311639 | Time: 2211.96 ms [2021-03-18 03:39:29 main:574] : INFO : Epoch 2016 | loss: 0.0311554 | val_loss: 0.0311641 | Time: 2207.02 ms [2021-03-18 03:39:32 main:574] : INFO : Epoch 2017 | loss: 0.031155 | val_loss: 0.0311633 | Time: 2207.89 ms [2021-03-18 03:39:34 main:574] : INFO : Epoch 2018 | loss: 0.0311557 | val_loss: 0.0311711 | Time: 2196.85 ms [2021-03-18 03:39:36 main:574] : INFO : Epoch 2019 | loss: 0.0311571 | val_loss: 0.0311699 | Time: 2236.65 ms [2021-03-18 03:39:38 main:574] : INFO : Epoch 2020 | loss: 0.0311608 | val_loss: 0.0311653 | Time: 2211.2 ms [2021-03-18 03:39:41 main:574] : INFO : Epoch 2021 | loss: 0.0311582 | val_loss: 0.0311635 | Time: 2228.98 ms [2021-03-18 03:39:43 main:574] : INFO : Epoch 2022 | loss: 0.0311572 | val_loss: 0.0311643 | Time: 2203.21 ms [2021-03-18 03:39:45 main:574] : INFO : Epoch 2023 | loss: 0.031157 | val_loss: 0.0311639 | Time: 2245.76 ms [2021-03-18 03:39:47 main:574] : INFO : Epoch 2024 | loss: 0.0311569 | val_loss: 0.0311667 | Time: 2222.99 ms [2021-03-18 03:39:50 main:574] : INFO : Epoch 2025 | loss: 0.031159 | val_loss: 0.0311668 | Time: 2194.09 ms [2021-03-18 03:39:52 main:574] : INFO : Epoch 2026 | loss: 0.0311621 | val_loss: 0.0311672 | Time: 2183.43 ms [2021-03-18 03:39:54 main:574] : INFO : Epoch 2027 | loss: 0.0311578 | val_loss: 0.0311626 | Time: 2202.54 ms [2021-03-18 03:39:56 main:574] : INFO : Epoch 2028 | loss: 0.0311568 | val_loss: 0.0311639 | Time: 2223.07 ms [2021-03-18 03:39:59 main:574] : INFO : Epoch 2029 | loss: 0.0311569 | val_loss: 0.0311646 | Time: 2187.25 ms [2021-03-18 03:40:01 main:574] : INFO : Epoch 2030 | loss: 0.0311563 | val_loss: 0.0311638 | Time: 2205.77 ms [2021-03-18 03:40:03 main:574] : INFO : Epoch 2031 | loss: 0.0311598 | val_loss: 0.031165 | Time: 2242.53 ms [2021-03-18 03:40:05 main:574] : INFO : Epoch 2032 | loss: 0.0311586 | val_loss: 0.0311644 | Time: 2217.04 ms [2021-03-18 03:40:08 main:574] : INFO : Epoch 2033 | loss: 0.0311591 | val_loss: 0.0311657 | Time: 2237.79 ms [2021-03-18 03:40:10 main:574] : INFO : Epoch 2034 | loss: 0.0311593 | val_loss: 0.031168 | Time: 2205.52 ms [2021-03-18 03:40:12 main:574] : INFO : Epoch 2035 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 2269.83 ms [2021-03-18 03:40:14 main:574] : INFO : Epoch 2036 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 2214.5 ms [2021-03-18 03:40:17 main:574] : INFO : Epoch 2037 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 2281.52 ms [2021-03-18 03:40:19 main:574] : INFO : Epoch 2038 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 2292.63 ms [2021-03-18 03:40:21 main:574] : INFO : Epoch 2039 | loss: 0.0311576 | val_loss: 0.0311642 | Time: 2303.83 ms [2021-03-18 03:40:24 main:574] : INFO : Epoch 2040 | loss: 0.0311567 | val_loss: 0.031169 | Time: 2267.75 ms [2021-03-18 03:40:26 main:574] : INFO : Epoch 2041 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 2251 ms [2021-03-18 03:40:28 main:574] : INFO : Epoch 2042 | loss: 0.0311586 | val_loss: 0.0311686 | Time: 2209.79 ms [2021-03-18 03:40:31 main:574] : INFO : Epoch 2043 | loss: 0.0311607 | val_loss: 0.031166 | Time: 2266.4 ms [2021-03-18 03:40:33 main:574] : INFO : Epoch 2044 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 2233.14 ms [2021-03-18 03:40:35 main:574] : INFO : Epoch 2045 | loss: 0.0311609 | val_loss: 0.031165 | Time: 2230.28 ms [2021-03-18 03:40:37 main:574] : INFO : Epoch 2046 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 2221.65 ms [2021-03-18 03:40:40 main:574] : INFO : Epoch 2047 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 2272.5 ms [2021-03-18 03:40:42 main:574] : INFO : Epoch 2048 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 2226.09 ms [2021-03-18 03:40:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311688 [2021-03-18 03:40:42 main:603] : INFO : Saving end state to config to file [2021-03-18 03:40:42 main:608] : INFO : Success, exiting.. 03:40:42 (15776): 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)