Task 3776711
| Name | ParityModified-1608764066-4576-4_1 |
| Workunit | 1880401 |
| Created | 22 Jan 2021, 12:27:57 UTC |
| Sent | 22 Jan 2021, 12:50:24 UTC |
| Report deadline | 29 Jan 2021, 12:50:24 UTC |
| Received | 22 Jan 2021, 14:55:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 1 hours 18 min 36 sec |
| CPU time | 1 hours 13 min 19 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 | 3.65 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: 0.0311531 | val_loss: 0.0311635 | Time: 2270.3 ms
[2021-01-22 05:57:38 main:574] : INFO : Epoch 1543 | loss: 0.0311521 | val_loss: 0.0311585 | Time: 2293.82 ms
[2021-01-22 05:57:40 main:574] : INFO : Epoch 1544 | loss: 0.0311517 | val_loss: 0.0311616 | Time: 2217.32 ms
[2021-01-22 05:57:43 main:574] : INFO : Epoch 1545 | loss: 0.0311508 | val_loss: 0.0311589 | Time: 2224.99 ms
[2021-01-22 05:57:45 main:574] : INFO : Epoch 1546 | loss: 0.0311505 | val_loss: 0.0311602 | Time: 2215.79 ms
[2021-01-22 05:57:47 main:574] : INFO : Epoch 1547 | loss: 0.0311543 | val_loss: 0.0311646 | Time: 2190.6 ms
[2021-01-22 05:57:49 main:574] : INFO : Epoch 1548 | loss: 0.0311528 | val_loss: 0.0311602 | Time: 2236.96 ms
[2021-01-22 05:57:52 main:574] : INFO : Epoch 1549 | loss: 0.0311507 | val_loss: 0.0311612 | Time: 2235.59 ms
[2021-01-22 05:57:54 main:574] : INFO : Epoch 1550 | loss: 0.0311493 | val_loss: 0.0311647 | Time: 2202.47 ms
[2021-01-22 05:57:56 main:574] : INFO : Epoch 1551 | loss: 0.03115 | val_loss: 0.0311652 | Time: 2162.05 ms
[2021-01-22 05:57:58 main:574] : INFO : Epoch 1552 | loss: 0.0311515 | val_loss: 0.0311609 | Time: 2329.79 ms
[2021-01-22 05:58:01 main:574] : INFO : Epoch 1553 | loss: 0.0311517 | val_loss: 0.0311577 | Time: 2224.15 ms
[2021-01-22 05:58:03 main:574] : INFO : Epoch 1554 | loss: 0.0311499 | val_loss: 0.0311553 | Time: 2201.58 ms
[2021-01-22 05:58:05 main:574] : INFO : Epoch 1555 | loss: 0.0311493 | val_loss: 0.0311599 | Time: 2196.07 ms
[2021-01-22 05:58:07 main:574] : INFO : Epoch 1556 | loss: 0.0311492 | val_loss: 0.0311605 | Time: 2137.45 ms
[2021-01-22 05:58:09 main:574] : INFO : Epoch 1557 | loss: 0.031149 | val_loss: 0.0311624 | Time: 2250.25 ms
[2021-01-22 05:58:12 main:574] : INFO : Epoch 1558 | loss: 0.0311493 | val_loss: 0.0311584 | Time: 2228.41 ms
[2021-01-22 05:58:14 main:574] : INFO : Epoch 1559 | loss: 0.0311469 | val_loss: 0.0311578 | Time: 2253.76 ms
[2021-01-22 05:58:16 main:574] : INFO : Epoch 1560 | loss: 0.0311478 | val_loss: 0.0311599 | Time: 2201.31 ms
[2021-01-22 05:58:19 main:574] : INFO : Epoch 1561 | loss: 0.0311495 | val_loss: 0.0311606 | Time: 2302.92 ms
[2021-01-22 05:58:21 main:574] : INFO : Epoch 1562 | loss: 0.0311465 | val_loss: 0.0311585 | Time: 2213.26 ms
[2021-01-22 05:58:23 main:574] : INFO : Epoch 1563 | loss: 0.0311459 | val_loss: 0.03116 | Time: 2290.84 ms
[2021-01-22 05:58:25 main:574] : INFO : Epoch 1564 | loss: 0.0311447 | val_loss: 0.0311597 | Time: 2188.53 ms
[2021-01-22 05:58:28 main:574] : INFO : Epoch 1565 | loss: 0.031145 | val_loss: 0.0311599 | Time: 2180.05 ms
[2021-01-22 05:58:30 main:574] : INFO : Epoch 1566 | loss: 0.0311461 | val_loss: 0.0311634 | Time: 2201.21 ms
[2021-01-22 05:58:32 main:574] : INFO : Epoch 1567 | loss: 0.0311447 | val_loss: 0.0311575 | Time: 2256.08 ms
[2021-01-22 05:58:34 main:574] : INFO : Epoch 1568 | loss: 0.031144 | val_loss: 0.0311572 | Time: 2233.61 ms
[2021-01-22 05:58:37 main:574] : INFO : Epoch 1569 | loss: 0.031146 | val_loss: 0.0311559 | Time: 2270.13 ms
[2021-01-22 05:58:39 main:574] : INFO : Epoch 1570 | loss: 0.0311444 | val_loss: 0.0311571 | Time: 2297.53 ms
[2021-01-22 05:58:41 main:574] : INFO : Epoch 1571 | loss: 0.0311452 | val_loss: 0.0311574 | Time: 2296.68 ms
[2021-01-22 05:58:43 main:574] : INFO : Epoch 1572 | loss: 0.0311439 | val_loss: 0.0311584 | Time: 2247.54 ms
[2021-01-22 05:58:46 main:574] : INFO : Epoch 1573 | loss: 0.0311452 | val_loss: 0.0311575 | Time: 2271.07 ms
[2021-01-22 05:58:48 main:574] : INFO : Epoch 1574 | loss: 0.0311447 | val_loss: 0.0311574 | Time: 2154.13 ms
[2021-01-22 05:58:50 main:574] : INFO : Epoch 1575 | loss: 0.0311444 | val_loss: 0.0311562 | Time: 2343.32 ms
[2021-01-22 05:58:53 main:574] : INFO : Epoch 1576 | loss: 0.0311447 | val_loss: 0.0311584 | Time: 2181.36 ms
[2021-01-22 05:58:55 main:574] : INFO : Epoch 1577 | loss: 0.031142 | val_loss: 0.0311595 | Time: 2251.57 ms
[2021-01-22 05:58:57 main:574] : INFO : Epoch 1578 | loss: 0.0311414 | val_loss: 0.0311593 | Time: 2248.44 ms
[2021-01-22 05:58:59 main:574] : INFO : Epoch 1579 | loss: 0.0311421 | val_loss: 0.0311658 | Time: 2216.51 ms
[2021-01-22 05:59:02 main:574] : INFO : Epoch 1580 | loss: 0.0311426 | val_loss: 0.0311581 | Time: 2268.49 ms
[2021-01-22 05:59:04 main:574] : INFO : Epoch 1581 | loss: 0.031141 | val_loss: 0.0311577 | Time: 2263.38 ms
[2021-01-22 05:59:06 main:574] : INFO : Epoch 1582 | loss: 0.0311413 | val_loss: 0.0311585 | Time: 2160.69 ms
[2021-01-22 05:59:08 main:574] : INFO : Epoch 1583 | loss: 0.0311402 | val_loss: 0.0311585 | Time: 2245.66 ms
[2021-01-22 05:59:11 main:574] : INFO : Epoch 1584 | loss: 0.0311406 | val_loss: 0.0311596 | Time: 2145.61 ms
[2021-01-22 05:59:13 main:574] : INFO : Epoch 1585 | loss: 0.0311416 | val_loss: 0.0311578 | Time: 2272.05 ms
[2021-01-22 05:59:15 main:574] : INFO : Epoch 1586 | loss: 0.0311416 | val_loss: 0.0311574 | Time: 2303.37 ms
[2021-01-22 05:59:17 main:574] : INFO : Epoch 1587 | loss: 0.0311421 | val_loss: 0.0311572 | Time: 2247.42 ms
[2021-01-22 05:59:20 main:574] : INFO : Epoch 1588 | loss: 0.0311438 | val_loss: 0.0311625 | Time: 2182.8 ms
[2021-01-22 05:59:22 main:574] : INFO : Epoch 1589 | loss: 0.0311443 | val_loss: 0.0311608 | Time: 2233.47 ms
[2021-01-22 05:59:24 main:574] : INFO : Epoch 1590 | loss: 0.0311448 | val_loss: 0.0311579 | Time: 2245.83 ms
[2021-01-22 05:59:26 main:574] : INFO : Epoch 1591 | loss: 0.0311417 | val_loss: 0.031159 | Time: 2257.68 ms
[2021-01-22 05:59:29 main:574] : INFO : Epoch 1592 | loss: 0.0311424 | val_loss: 0.0311603 | Time: 2278.06 ms
[2021-01-22 05:59:31 main:574] : INFO : Epoch 1593 | loss: 0.0311428 | val_loss: 0.0311654 | Time: 2219.14 ms
[2021-01-22 05:59:33 main:574] : INFO : Epoch 1594 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 2292.9 ms
[2021-01-22 05:59:36 main:574] : INFO : Epoch 1595 | loss: 0.0311398 | val_loss: 0.0311607 | Time: 2229.32 ms
[2021-01-22 05:59:38 main:574] : INFO : Epoch 1596 | loss: 0.0311432 | val_loss: 0.0311597 | Time: 2236.64 ms
[2021-01-22 05:59:40 main:574] : INFO : Epoch 1597 | loss: 0.0311403 | val_loss: 0.0311576 | Time: 2198.98 ms
[2021-01-22 05:59:42 main:574] : INFO : Epoch 1598 | loss: 0.0311398 | val_loss: 0.0311613 | Time: 2189.87 ms
[2021-01-22 05:59:45 main:574] : INFO : Epoch 1599 | loss: 0.0311399 | val_loss: 0.0311584 | Time: 2240.8 ms
[2021-01-22 05:59:47 main:574] : INFO : Epoch 1600 | loss: 0.0311377 | val_loss: 0.0311579 | Time: 2207.24 ms
[2021-01-22 05:59:49 main:574] : INFO : Epoch 1601 | loss: 0.0311389 | val_loss: 0.0311605 | Time: 2232.64 ms
[2021-01-22 05:59:51 main:574] : INFO : Epoch 1602 | loss: 0.0311388 | val_loss: 0.0311633 | Time: 2229.46 ms
[2021-01-22 05:59:53 main:574] : INFO : Epoch 1603 | loss: 0.03114 | val_loss: 0.0311573 | Time: 2135.36 ms
[2021-01-22 05:59:56 main:574] : INFO : Epoch 1604 | loss: 0.0311402 | val_loss: 0.0311561 | Time: 2170.42 ms
[2021-01-22 05:59:58 main:574] : INFO : Epoch 1605 | loss: 0.0311389 | val_loss: 0.0311558 | Time: 2248.17 ms
[2021-01-22 06:00:00 main:574] : INFO : Epoch 1606 | loss: 0.0311382 | val_loss: 0.0311575 | Time: 2192.62 ms
[2021-01-22 06:00:02 main:574] : INFO : Epoch 1607 | loss: 0.0311384 | val_loss: 0.0311608 | Time: 2194.54 ms
[2021-01-22 06:00:05 main:574] : INFO : Epoch 1608 | loss: 0.0311378 | val_loss: 0.0311583 | Time: 2190.69 ms
[2021-01-22 06:00:07 main:574] : INFO : Epoch 1609 | loss: 0.0311386 | val_loss: 0.0311654 | Time: 2220.92 ms
[2021-01-22 06:00:09 main:574] : INFO : Epoch 1610 | loss: 0.0311382 | val_loss: 0.031158 | Time: 2162.3 ms
[2021-01-22 06:00:11 main:574] : INFO : Epoch 1611 | loss: 0.0311425 | val_loss: 0.0311605 | Time: 2251.19 ms
[2021-01-22 06:00:13 main:574] : INFO : Epoch 1612 | loss: 0.0311409 | val_loss: 0.0311575 | Time: 2208.22 ms
[2021-01-22 06:00:16 main:574] : INFO : Epoch 1613 | loss: 0.0311399 | val_loss: 0.0311566 | Time: 2247.94 ms
[2021-01-22 06:00:18 main:574] : INFO : Epoch 1614 | loss: 0.0311392 | val_loss: 0.0311628 | Time: 2177.11 ms
[2021-01-22 06:00:20 main:574] : INFO : Epoch 1615 | loss: 0.0311397 | val_loss: 0.0311587 | Time: 2162.7 ms
[2021-01-22 06:00:22 main:574] : INFO : Epoch 1616 | loss: 0.0311403 | val_loss: 0.0311574 | Time: 2185.07 ms
[2021-01-22 06:00:25 main:574] : INFO : Epoch 1617 | loss: 0.0311401 | val_loss: 0.0311583 | Time: 2310.64 ms
[2021-01-22 06:00:27 main:574] : INFO : Epoch 1618 | loss: 0.0311413 | val_loss: 0.0311588 | Time: 2181.39 ms
[2021-01-22 06:00:29 main:574] : INFO : Epoch 1619 | loss: 0.0311407 | val_loss: 0.031158 | Time: 2231.66 ms
[2021-01-22 06:00:31 main:574] : INFO : Epoch 1620 | loss: 0.031139 | val_loss: 0.0311575 | Time: 2246.11 ms
[2021-01-22 06:00:34 main:574] : INFO : Epoch 1621 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 2278.41 ms
[2021-01-22 06:00:36 main:574] : INFO : Epoch 1622 | loss: 0.0311405 | val_loss: 0.0311595 | Time: 2234.71 ms
[2021-01-22 06:00:38 main:574] : INFO : Epoch 1623 | loss: 0.0311407 | val_loss: 0.0311575 | Time: 2288.34 ms
[2021-01-22 06:00:41 main:574] : INFO : Epoch 1624 | loss: 0.0311406 | val_loss: 0.0311582 | Time: 2225.29 ms
[2021-01-22 06:00:43 main:574] : INFO : Epoch 1625 | loss: 0.0311406 | val_loss: 0.0311603 | Time: 2234.04 ms
[2021-01-22 06:00:45 main:574] : INFO : Epoch 1626 | loss: 0.0311423 | val_loss: 0.031157 | Time: 2185.63 ms
[2021-01-22 06:00:47 main:574] : INFO : Epoch 1627 | loss: 0.0311435 | val_loss: 0.0311591 | Time: 2222.29 ms
[2021-01-22 06:00:50 main:574] : INFO : Epoch 1628 | loss: 0.0311428 | val_loss: 0.0311584 | Time: 2177.18 ms
[2021-01-22 06:00:52 main:574] : INFO : Epoch 1629 | loss: 0.0311461 | val_loss: 0.0311581 | Time: 2213.65 ms
[2021-01-22 06:00:54 main:574] : INFO : Epoch 1630 | loss: 0.0311482 | val_loss: 0.031157 | Time: 2244.35 ms
[2021-01-22 06:00:56 main:574] : INFO : Epoch 1631 | loss: 0.0311471 | val_loss: 0.0311577 | Time: 2126.47 ms
[2021-01-22 06:00:58 main:574] : INFO : Epoch 1632 | loss: 0.0311457 | val_loss: 0.0311581 | Time: 2173.27 ms
[2021-01-22 06:01:01 main:574] : INFO : Epoch 1633 | loss: 0.0311451 | val_loss: 0.0311567 | Time: 2265.39 ms
[2021-01-22 06:01:03 main:574] : INFO : Epoch 1634 | loss: 0.0311429 | val_loss: 0.0311601 | Time: 2145.9 ms
[2021-01-22 06:01:05 main:574] : INFO : Epoch 1635 | loss: 0.0311469 | val_loss: 0.0311569 | Time: 2166.29 ms
[2021-01-22 06:01:07 main:574] : INFO : Epoch 1636 | loss: 0.0311486 | val_loss: 0.0311537 | Time: 2238.13 ms
[2021-01-22 06:01:10 main:574] : INFO : Epoch 1637 | loss: 0.0311471 | val_loss: 0.0311543 | Time: 2239.46 ms
[2021-01-22 06:01:12 main:574] : INFO : Epoch 1638 | loss: 0.0311468 | val_loss: 0.0311592 | Time: 2212.78 ms
[2021-01-22 06:01:14 main:574] : INFO : Epoch 1639 | loss: 0.0311453 | val_loss: 0.0311561 | Time: 2320.77 ms
[2021-01-22 06:01:16 main:574] : INFO : Epoch 1640 | loss: 0.0311453 | val_loss: 0.0311553 | Time: 2197.77 ms
[2021-01-22 06:01:19 main:574] : INFO : Epoch 1641 | loss: 0.0311449 | val_loss: 0.0311543 | Time: 2263.8 ms
[2021-01-22 06:01:21 main:574] : INFO : Epoch 1642 | loss: 0.0311446 | val_loss: 0.0311562 | Time: 2180.85 ms
[2021-01-22 06:01:23 main:574] : INFO : Epoch 1643 | loss: 0.0311432 | val_loss: 0.0311538 | Time: 2329.27 ms
[2021-01-22 06:01:26 main:574] : INFO : Epoch 1644 | loss: 0.0311425 | val_loss: 0.0311524 | Time: 2231.77 ms
[2021-01-22 06:01:28 main:574] : INFO : Epoch 1645 | loss: 0.0311421 | val_loss: 0.0311545 | Time: 2162.44 ms
[2021-01-22 06:01:30 main:574] : INFO : Epoch 1646 | loss: 0.0311425 | val_loss: 0.0311568 | Time: 2201.13 ms
[2021-01-22 06:01:32 main:574] : INFO : Epoch 1647 | loss: 0.0311429 | val_loss: 0.0311564 | Time: 2232.79 ms
[2021-01-22 06:01:34 main:574] : INFO : Epoch 1648 | loss: 0.0311409 | val_loss: 0.0311547 | Time: 2215.34 ms
[2021-01-22 06:01:37 main:574] : INFO : Epoch 1649 | loss: 0.0311413 | val_loss: 0.0311585 | Time: 2120.19 ms
[2021-01-22 06:01:39 main:574] : INFO : Epoch 1650 | loss: 0.0311451 | val_loss: 0.0311561 | Time: 2187.29 ms
[2021-01-22 06:01:41 main:574] : INFO : Epoch 1651 | loss: 0.0311406 | val_loss: 0.0311562 | Time: 2246.55 ms
[2021-01-22 06:01:43 main:574] : INFO : Epoch 1652 | loss: 0.0311476 | val_loss: 0.0311572 | Time: 2290.16 ms
[2021-01-22 06:01:46 main:574] : INFO : Epoch 1653 | loss: 0.0311506 | val_loss: 0.0311582 | Time: 2183.61 ms
[2021-01-22 06:01:48 main:574] : INFO : Epoch 1654 | loss: 0.031149 | val_loss: 0.031158 | Time: 2182.23 ms
[2021-01-22 06:01:50 main:574] : INFO : Epoch 1655 | loss: 0.0311478 | val_loss: 0.0311559 | Time: 2229.53 ms
[2021-01-22 06:01:52 main:574] : INFO : Epoch 1656 | loss: 0.0311465 | val_loss: 0.0311566 | Time: 2202.55 ms
[2021-01-22 06:01:55 main:574] : INFO : Epoch 1657 | loss: 0.0311502 | val_loss: 0.0311602 | Time: 2209.57 ms
[2021-01-22 06:01:57 main:574] : INFO : Epoch 1658 | loss: 0.0311483 | val_loss: 0.031163 | Time: 2279.03 ms
[2021-01-22 06:01:59 main:574] : INFO : Epoch 1659 | loss: 0.0311472 | val_loss: 0.0311624 | Time: 2205.71 ms
[2021-01-22 06:02:01 main:574] : INFO : Epoch 1660 | loss: 0.0311452 | val_loss: 0.0311598 | Time: 2284.27 ms
[2021-01-22 06:02:04 main:574] : INFO : Epoch 1661 | loss: 0.0311442 | val_loss: 0.0311583 | Time: 2178.68 ms
[2021-01-22 06:02:06 main:574] : INFO : Epoch 1662 | loss: 0.0311435 | val_loss: 0.0311593 | Time: 2222.63 ms
[2021-01-22 06:02:08 main:574] : INFO : Epoch 1663 | loss: 0.0311449 | val_loss: 0.0311602 | Time: 2345.64 ms
[2021-01-22 06:02:11 main:574] : INFO : Epoch 1664 | loss: 0.0311452 | val_loss: 0.0311592 | Time: 2280.45 ms
[2021-01-22 06:02:13 main:574] : INFO : Epoch 1665 | loss: 0.0311445 | val_loss: 0.0311612 | Time: 2228.5 ms
[2021-01-22 06:02:15 main:574] : INFO : Epoch 1666 | loss: 0.0311481 | val_loss: 0.0311605 | Time: 2167.31 ms
[2021-01-22 06:02:17 main:574] : INFO : Epoch 1667 | loss: 0.0311492 | val_loss: 0.0311605 | Time: 2289.91 ms
[2021-01-22 06:02:20 main:574] : INFO : Epoch 1668 | loss: 0.0311475 | val_loss: 0.0311593 | Time: 2184.77 ms
[2021-01-22 06:02:22 main:574] : INFO : Epoch 1669 | loss: 0.031144 | val_loss: 0.0311606 | Time: 2161.12 ms
[2021-01-22 06:02:24 main:574] : INFO : Epoch 1670 | loss: 0.0311445 | val_loss: 0.0311591 | Time: 2134.64 ms
[2021-01-22 06:02:26 main:574] : INFO : Epoch 1671 | loss: 0.031144 | val_loss: 0.0311638 | Time: 2218.29 ms
[2021-01-22 06:02:28 main:574] : INFO : Epoch 1672 | loss: 0.0311455 | val_loss: 0.0311679 | Time: 2182.91 ms
[2021-01-22 06:02:31 main:574] : INFO : Epoch 1673 | loss: 0.0311461 | val_loss: 0.0311588 | Time: 2228.4 ms
[2021-01-22 06:02:33 main:574] : INFO : Epoch 1674 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 2315.94 ms
[2021-01-22 06:02:35 main:574] : INFO : Epoch 1675 | loss: 0.0311503 | val_loss: 0.0311634 | Time: 2182.05 ms
[2021-01-22 06:02:37 main:574] : INFO : Epoch 1676 | loss: 0.031148 | val_loss: 0.0311637 | Time: 2173.59 ms
[2021-01-22 06:02:40 main:574] : INFO : Epoch 1677 | loss: 0.031147 | val_loss: 0.031161 | Time: 2281.39 ms
[2021-01-22 06:02:42 main:574] : INFO : Epoch 1678 | loss: 0.0311469 | val_loss: 0.0311594 | Time: 2226.99 ms
[2021-01-22 06:02:44 main:574] : INFO : Epoch 1679 | loss: 0.0311455 | val_loss: 0.0311606 | Time: 2209.81 ms
[2021-01-22 06:02:46 main:574] : INFO : Epoch 1680 | loss: 0.0311433 | val_loss: 0.031166 | Time: 2134.34 ms
[2021-01-22 06:02:48 main:574] : INFO : Epoch 1681 | loss: 0.0311456 | val_loss: 0.0311647 | Time: 2204.34 ms
[2021-01-22 06:02:51 main:574] : INFO : Epoch 1682 | loss: 0.0311464 | val_loss: 0.0311628 | Time: 2224.51 ms
[2021-01-22 06:02:53 main:574] : INFO : Epoch 1683 | loss: 0.0311449 | val_loss: 0.0311609 | Time: 2264.73 ms
[2021-01-22 06:02:55 main:574] : INFO : Epoch 1684 | loss: 0.031144 | val_loss: 0.031162 | Time: 2288.48 ms
[2021-01-22 06:02:58 main:574] : INFO : Epoch 1685 | loss: 0.0311448 | val_loss: 0.0311654 | Time: 2220.35 ms
[2021-01-22 06:03:00 main:574] : INFO : Epoch 1686 | loss: 0.0311425 | val_loss: 0.0311605 | Time: 2215.63 ms
[2021-01-22 06:03:02 main:574] : INFO : Epoch 1687 | loss: 0.0311437 | val_loss: 0.0311624 | Time: 2297.55 ms
[2021-01-22 06:03:04 main:574] : INFO : Epoch 1688 | loss: 0.0311411 | val_loss: 0.0311632 | Time: 2236.83 ms
[2021-01-22 06:03:07 main:574] : INFO : Epoch 1689 | loss: 0.0311423 | val_loss: 0.0311615 | Time: 2235.17 ms
[2021-01-22 06:03:09 main:574] : INFO : Epoch 1690 | loss: 0.031142 | val_loss: 0.031164 | Time: 2245.96 ms
[2021-01-22 06:03:11 main:574] : INFO : Epoch 1691 | loss: 0.0311437 | val_loss: 0.0311656 | Time: 2175.5 ms
[2021-01-22 06:03:13 main:574] : INFO : Epoch 1692 | loss: 0.0311444 | val_loss: 0.0311648 | Time: 2231.88 ms
[2021-01-22 06:03:16 main:574] : INFO : Epoch 1693 | loss: 0.0311455 | val_loss: 0.0311652 | Time: 2212.84 ms
[2021-01-22 06:03:18 main:574] : INFO : Epoch 1694 | loss: 0.0311441 | val_loss: 0.0311663 | Time: 2310.41 ms
[2021-01-22 06:03:20 main:574] : INFO : Epoch 1695 | loss: 0.031142 | val_loss: 0.0311621 | Time: 2165.48 ms
[2021-01-22 06:03:22 main:574] : INFO : Epoch 1696 | loss: 0.0311441 | val_loss: 0.031169 | Time: 2170.51 ms
[2021-01-22 06:03:25 main:574] : INFO : Epoch 1697 | loss: 0.0311494 | val_loss: 0.0311617 | Time: 2254.9 ms
[2021-01-22 06:03:27 main:574] : INFO : Epoch 1698 | loss: 0.0311537 | val_loss: 0.0311604 | Time: 2210.09 ms
[2021-01-22 06:03:29 main:574] : INFO : Epoch 1699 | loss: 0.0311499 | val_loss: 0.0311617 | Time: 2264.89 ms
[2021-01-22 06:03:31 main:574] : INFO : Epoch 1700 | loss: 0.0311486 | val_loss: 0.0311661 | Time: 2246.83 ms
[2021-01-22 06:03:34 main:574] : INFO : Epoch 1701 | loss: 0.0311529 | val_loss: 0.0311629 | Time: 2175.49 ms
[2021-01-22 06:03:36 main:574] : INFO : Epoch 1702 | loss: 0.0311555 | val_loss: 0.0311632 | Time: 2235.59 ms
[2021-01-22 06:03:38 main:574] : INFO : Epoch 1703 | loss: 0.031152 | val_loss: 0.0311631 | Time: 2184.02 ms
[2021-01-22 06:03:40 main:574] : INFO : Epoch 1704 | loss: 0.031152 | val_loss: 0.0311666 | Time: 2200.85 ms
[2021-01-22 06:03:43 main:574] : INFO : Epoch 1705 | loss: 0.03115 | val_loss: 0.0311655 | Time: 2316.07 ms
[2021-01-22 06:03:45 main:574] : INFO : Epoch 1706 | loss: 0.031149 | val_loss: 0.0311611 | Time: 2250.92 ms
[2021-01-22 06:03:47 main:574] : INFO : Epoch 1707 | loss: 0.031148 | val_loss: 0.0311638 | Time: 2158.7 ms
[2021-01-22 06:03:50 main:574] : INFO : Epoch 1708 | loss: 0.0311473 | val_loss: 0.0311621 | Time: 2260.8 ms
[2021-01-22 06:03:52 main:574] : INFO : Epoch 1709 | loss: 0.0311473 | val_loss: 0.0311635 | Time: 2154.77 ms
[2021-01-22 06:03:54 main:574] : INFO : Epoch 1710 | loss: 0.0311465 | val_loss: 0.0311636 | Time: 2216.71 ms
[2021-01-22 06:03:56 main:574] : INFO : Epoch 1711 | loss: 0.0311463 | val_loss: 0.0311659 | Time: 2193.56 ms
[2021-01-22 06:03:58 main:574] : INFO : Epoch 1712 | loss: 0.0311498 | val_loss: 0.031159 | Time: 2199.91 ms
[2021-01-22 06:04:01 main:574] : INFO : Epoch 1713 | loss: 0.0311477 | val_loss: 0.0311601 | Time: 2226.86 ms
[2021-01-22 06:04:03 main:574] : INFO : Epoch 1714 | loss: 0.0311463 | val_loss: 0.031163 | Time: 2210.46 ms
[2021-01-22 06:04:05 main:574] : INFO : Epoch 1715 | loss: 0.0311463 | val_loss: 0.031162 | Time: 2244.64 ms
[2021-01-22 06:04:07 main:574] : INFO : Epoch 1716 | loss: 0.0311448 | val_loss: 0.0311622 | Time: 2181.02 ms
[2021-01-22 06:04:10 main:574] : INFO : Epoch 1717 | loss: 0.0311439 | val_loss: 0.0311624 | Time: 2317.33 ms
[2021-01-22 06:04:12 main:574] : INFO : Epoch 1718 | loss: 0.031146 | val_loss: 0.0311612 | Time: 2278 ms
[2021-01-22 06:04:14 main:574] : INFO : Epoch 1719 | loss: 0.0311451 | val_loss: 0.0311648 | Time: 2175.52 ms
[2021-01-22 06:04:17 main:574] : INFO : Epoch 1720 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 2266.55 ms
[2021-01-22 06:04:19 main:574] : INFO : Epoch 1721 | loss: 0.031143 | val_loss: 0.0311615 | Time: 2354.95 ms
[2021-01-22 06:04:21 main:574] : INFO : Epoch 1722 | loss: 0.0311428 | val_loss: 0.0311632 | Time: 2276.39 ms
[2021-01-22 06:04:24 main:574] : INFO : Epoch 1723 | loss: 0.0311422 | val_loss: 0.0311597 | Time: 2215.8 ms
[2021-01-22 06:04:26 main:574] : INFO : Epoch 1724 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 2203.24 ms
[2021-01-22 06:04:28 main:574] : INFO : Epoch 1725 | loss: 0.0311417 | val_loss: 0.0311608 | Time: 2173.59 ms
[2021-01-22 06:04:30 main:574] : INFO : Epoch 1726 | loss: 0.0311424 | val_loss: 0.0311608 | Time: 2222.73 ms
[2021-01-22 06:04:33 main:574] : INFO : Epoch 1727 | loss: 0.0311441 | val_loss: 0.0311618 | Time: 2207.23 ms
[2021-01-22 06:04:35 main:574] : INFO : Epoch 1728 | loss: 0.0311444 | val_loss: 0.0311632 | Time: 2180.71 ms
[2021-01-22 06:04:37 main:574] : INFO : Epoch 1729 | loss: 0.031147 | val_loss: 0.0311671 | Time: 2256.99 ms
[2021-01-22 06:04:39 main:574] : INFO : Epoch 1730 | loss: 0.0311465 | val_loss: 0.0311631 | Time: 2153.6 ms
[2021-01-22 06:04:41 main:574] : INFO : Epoch 1731 | loss: 0.0311434 | val_loss: 0.0311611 | Time: 2190.88 ms
[2021-01-22 06:04:44 main:574] : INFO : Epoch 1732 | loss: 0.0311401 | val_loss: 0.0311605 | Time: 2157.14 ms
[2021-01-22 06:04:46 main:574] : INFO : Epoch 1733 | loss: 0.0311399 | val_loss: 0.0311621 | Time: 2220.39 ms
[2021-01-22 06:04:48 main:574] : INFO : Epoch 1734 | loss: 0.0311392 | val_loss: 0.0311622 | Time: 2260 ms
[2021-01-22 06:04:50 main:574] : INFO : Epoch 1735 | loss: 0.0311392 | val_loss: 0.0311605 | Time: 2196.06 ms
[2021-01-22 06:04:53 main:574] : INFO : Epoch 1736 | loss: 0.0311435 | val_loss: 0.0311606 | Time: 2164.64 ms
[2021-01-22 06:04:55 main:574] : INFO : Epoch 1737 | loss: 0.0311431 | val_loss: 0.031159 | Time: 2262.04 ms
[2021-01-22 06:04:57 main:574] : INFO : Epoch 1738 | loss: 0.0311423 | val_loss: 0.0311612 | Time: 2250.93 ms
[2021-01-22 06:04:59 main:574] : INFO : Epoch 1739 | loss: 0.0311422 | val_loss: 0.0311622 | Time: 2233.56 ms
[2021-01-22 06:05:02 main:574] : INFO : Epoch 1740 | loss: 0.0311403 | val_loss: 0.031162 | Time: 2178.73 ms
[2021-01-22 06:05:04 main:574] : INFO : Epoch 1741 | loss: 0.0311405 | val_loss: 0.0311683 | Time: 2210.77 ms
[2021-01-22 06:05:06 main:574] : INFO : Epoch 1742 | loss: 0.0311417 | val_loss: 0.0311622 | Time: 2187.94 ms
[2021-01-22 06:05:08 main:574] : INFO : Epoch 1743 | loss: 0.0311408 | val_loss: 0.0311626 | Time: 2201.85 ms
[2021-01-22 06:05:11 main:574] : INFO : Epoch 1744 | loss: 0.0311411 | val_loss: 0.0311584 | Time: 2258.16 ms
[2021-01-22 06:05:13 main:574] : INFO : Epoch 1745 | loss: 0.0311489 | val_loss: 0.0311601 | Time: 2265.64 ms
[2021-01-22 06:05:15 main:574] : INFO : Epoch 1746 | loss: 0.0311479 | val_loss: 0.0311629 | Time: 2193.91 ms
[2021-01-22 06:05:17 main:574] : INFO : Epoch 1747 | loss: 0.0311477 | val_loss: 0.0311583 | Time: 2270.79 ms
[2021-01-22 06:05:20 main:574] : INFO : Epoch 1748 | loss: 0.0311467 | val_loss: 0.0311591 | Time: 2195.11 ms
[2021-01-22 06:05:22 main:574] : INFO : Epoch 1749 | loss: 0.0311448 | val_loss: 0.0311604 | Time: 2242.51 ms
[2021-01-22 06:05:24 main:574] : INFO : Epoch 1750 | loss: 0.0311456 | val_loss: 0.0311626 | Time: 2311.28 ms
[2021-01-22 06:05:26 main:574] : INFO : Epoch 1751 | loss: 0.0311479 | val_loss: 0.0311626 | Time: 2253.54 ms
[2021-01-22 06:05:29 main:574] : INFO : Epoch 1752 | loss: 0.0311513 | val_loss: 0.0311616 | Time: 2224.44 ms
[2021-01-22 06:05:31 main:574] : INFO : Epoch 1753 | loss: 0.0311525 | val_loss: 0.0311598 | Time: 2228.88 ms
[2021-01-22 06:05:33 main:574] : INFO : Epoch 1754 | loss: 0.0311512 | val_loss: 0.0311632 | Time: 2291.06 ms
[2021-01-22 06:05:35 main:574] : INFO : Epoch 1755 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 2126.8 ms
[2021-01-22 06:05:38 main:574] : INFO : Epoch 1756 | loss: 0.0311713 | val_loss: 0.0311706 | Time: 2179.69 ms
[2021-01-22 06:05:40 main:574] : INFO : Epoch 1757 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 2318.56 ms
[2021-01-22 06:05:42 main:574] : INFO : Epoch 1758 | loss: 0.0311773 | val_loss: 0.0311796 | Time: 2277.42 ms
[2021-01-22 06:05:44 main:574] : INFO : Epoch 1759 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 2140.56 ms
[2021-01-22 06:05:47 main:574] : INFO : Epoch 1760 | loss: 0.0311838 | val_loss: 0.0311839 | Time: 2192.97 ms
[2021-01-22 06:05:49 main:574] : INFO : Epoch 1761 | loss: 0.0311887 | val_loss: 0.0311922 | Time: 2157.68 ms
[2021-01-22 06:05:51 main:574] : INFO : Epoch 1762 | loss: 0.0311877 | val_loss: 0.0311848 | Time: 2226.11 ms
[2021-01-22 06:05:53 main:574] : INFO : Epoch 1763 | loss: 0.0311863 | val_loss: 0.0311878 | Time: 2149.5 ms
[2021-01-22 06:05:56 main:574] : INFO : Epoch 1764 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 2181.31 ms
[2021-01-22 06:05:58 main:574] : INFO : Epoch 1765 | loss: 0.0311811 | val_loss: 0.0311833 | Time: 2189.9 ms
[2021-01-22 06:06:00 main:574] : INFO : Epoch 1766 | loss: 0.0311815 | val_loss: 0.0311874 | Time: 2183.7 ms
[2021-01-22 06:06:02 main:574] : INFO : Epoch 1767 | loss: 0.0311826 | val_loss: 0.0311878 | Time: 2157.22 ms
[2021-01-22 06:06:04 main:574] : INFO : Epoch 1768 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 2195.66 ms
[2021-01-22 06:06:07 main:574] : INFO : Epoch 1769 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 2264.66 ms
[2021-01-22 06:06:09 main:574] : INFO : Epoch 1770 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 2209.95 ms
[2021-01-22 06:06:11 main:574] : INFO : Epoch 1771 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 2187.73 ms
[2021-01-22 06:06:13 main:574] : INFO : Epoch 1772 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 2274.81 ms
[2021-01-22 06:06:16 main:574] : INFO : Epoch 1773 | loss: 0.0311773 | val_loss: 0.0311828 | Time: 2202.44 ms
[2021-01-22 06:06:18 main:574] : INFO : Epoch 1774 | loss: 0.0311764 | val_loss: 0.0311831 | Time: 2180.86 ms
[2021-01-22 06:06:20 main:574] : INFO : Epoch 1775 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 2254.92 ms
[2021-01-22 06:06:22 main:574] : INFO : Epoch 1776 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 2181.05 ms
[2021-01-22 06:06:25 main:574] : INFO : Epoch 1777 | loss: 0.0311767 | val_loss: 0.0311836 | Time: 2263.01 ms
[2021-01-22 06:06:27 main:574] : INFO : Epoch 1778 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 2155.83 ms
[2021-01-22 06:06:29 main:574] : INFO : Epoch 1779 | loss: 0.0311759 | val_loss: 0.0311879 | Time: 2186.36 ms
[2021-01-22 06:06:31 main:574] : INFO : Epoch 1780 | loss: 0.031177 | val_loss: 0.0311806 | Time: 2334.51 ms
[2021-01-22 06:06:34 main:574] : INFO : Epoch 1781 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 2226.99 ms
[2021-01-22 06:06:36 main:574] : INFO : Epoch 1782 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 2197.07 ms
[2021-01-22 06:06:38 main:574] : INFO : Epoch 1783 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 2229.13 ms
[2021-01-22 06:06:40 main:574] : INFO : Epoch 1784 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 2255.41 ms
[2021-01-22 06:06:43 main:574] : INFO : Epoch 1785 | loss: 0.0311747 | val_loss: 0.0311798 | Time: 2239.98 ms
[2021-01-22 06:06:45 main:574] : INFO : Epoch 1786 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 2199.87 ms
[2021-01-22 06:06:47 main:574] : INFO : Epoch 1787 | loss: 0.031175 | val_loss: 0.0311765 | Time: 2254.33 ms
[2021-01-22 06:06:49 main:574] : INFO : Epoch 1788 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 2206.21 ms
[2021-01-22 06:06:52 main:574] : INFO : Epoch 1789 | loss: 0.0311748 | val_loss: 0.0311773 | Time: 2190.34 ms
[2021-01-22 06:06:54 main:574] : INFO : Epoch 1790 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 2217.45 ms
[2021-01-22 06:06:56 main:574] : INFO : Epoch 1791 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 2238.98 ms
[2021-01-22 06:06:58 main:574] : INFO : Epoch 1792 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 2315.36 ms
[2021-01-22 06:07:01 main:574] : INFO : Epoch 1793 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 2324.62 ms
[2021-01-22 06:07:03 main:574] : INFO : Epoch 1794 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 2296.49 ms
[2021-01-22 06:07:06 main:574] : INFO : Epoch 1795 | loss: 0.0311747 | val_loss: 0.03118 | Time: 2382.2 ms
[2021-01-22 06:07:08 main:574] : INFO : Epoch 1796 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 2275.36 ms
[2021-01-22 06:07:10 main:574] : INFO : Epoch 1797 | loss: 0.0311756 | val_loss: 0.0311767 | Time: 2256.19 ms
[2021-01-22 06:07:13 main:574] : INFO : Epoch 1798 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 2281.6 ms
[2021-01-22 06:07:15 main:574] : INFO : Epoch 1799 | loss: 0.0311731 | val_loss: 0.0311785 | Time: 2262.69 ms
[2021-01-22 06:07:17 main:574] : INFO : Epoch 1800 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 2230.8 ms
[2021-01-22 06:07:19 main:574] : INFO : Epoch 1801 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 2263.31 ms
[2021-01-22 06:07:22 main:574] : INFO : Epoch 1802 | loss: 0.0311717 | val_loss: 0.0311783 | Time: 2255.03 ms
[2021-01-22 06:07:24 main:574] : INFO : Epoch 1803 | loss: 0.0311724 | val_loss: 0.0311766 | Time: 2344.73 ms
[2021-01-22 06:07:26 main:574] : INFO : Epoch 1804 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 2209.04 ms
[2021-01-22 06:07:29 main:574] : INFO : Epoch 1805 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 2238.32 ms
[2021-01-22 06:07:31 main:574] : INFO : Epoch 1806 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 2289.65 ms
[2021-01-22 06:07:33 main:574] : INFO : Epoch 1807 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 2326.34 ms
[2021-01-22 06:07:36 main:574] : INFO : Epoch 1808 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 2401.69 ms
[2021-01-22 06:07:38 main:574] : INFO : Epoch 1809 | loss: 0.0311758 | val_loss: 0.0311769 | Time: 2301.41 ms
[2021-01-22 06:07:40 main:574] : INFO : Epoch 1810 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 2334.93 ms
[2021-01-22 06:07:43 main:574] : INFO : Epoch 1811 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 2205.6 ms
[2021-01-22 06:07:45 main:574] : INFO : Epoch 1812 | loss: 0.0311731 | val_loss: 0.0311766 | Time: 2195.27 ms
[2021-01-22 06:07:47 main:574] : INFO : Epoch 1813 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 2271.6 ms
[2021-01-22 06:07:49 main:574] : INFO : Epoch 1814 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 2253.78 ms
[2021-01-22 06:07:52 main:574] : INFO : Epoch 1815 | loss: 0.031174 | val_loss: 0.031178 | Time: 2198.6 ms
[2021-01-22 06:07:54 main:574] : INFO : Epoch 1816 | loss: 0.031177 | val_loss: 0.0311786 | Time: 2302.76 ms
[2021-01-22 06:07:56 main:574] : INFO : Epoch 1817 | loss: 0.0311738 | val_loss: 0.0311756 | Time: 2281.91 ms
[2021-01-22 06:07:58 main:574] : INFO : Epoch 1818 | loss: 0.0311723 | val_loss: 0.0311811 | Time: 2226.34 ms
[2021-01-22 06:08:01 main:574] : INFO : Epoch 1819 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 2288.83 ms
[2021-01-22 06:08:03 main:574] : INFO : Epoch 1820 | loss: 0.0311711 | val_loss: 0.0311783 | Time: 2337.9 ms
[2021-01-22 06:08:05 main:574] : INFO : Epoch 1821 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 2272.44 ms
[2021-01-22 06:08:08 main:574] : INFO : Epoch 1822 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 2228.64 ms
[2021-01-22 06:08:10 main:574] : INFO : Epoch 1823 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 2273.01 ms
[2021-01-22 06:08:12 main:574] : INFO : Epoch 1824 | loss: 0.0311696 | val_loss: 0.031177 | Time: 2211.53 ms
[2021-01-22 06:08:14 main:574] : INFO : Epoch 1825 | loss: 0.0311693 | val_loss: 0.0311747 | Time: 2198.86 ms
[2021-01-22 06:08:17 main:574] : INFO : Epoch 1826 | loss: 0.0311707 | val_loss: 0.0311791 | Time: 2238.82 ms
[2021-01-22 06:08:19 main:574] : INFO : Epoch 1827 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 2194.43 ms
[2021-01-22 06:08:21 main:574] : INFO : Epoch 1828 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 2247.58 ms
[2021-01-22 06:08:24 main:574] : INFO : Epoch 1829 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 2280.77 ms
[2021-01-22 06:08:26 main:574] : INFO : Epoch 1830 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 2288.37 ms
[2021-01-22 06:08:28 main:574] : INFO : Epoch 1831 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 2403.14 ms
[2021-01-22 06:08:31 main:574] : INFO : Epoch 1832 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 2303.55 ms
[2021-01-22 06:08:33 main:574] : INFO : Epoch 1833 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 2329.22 ms
[2021-01-22 06:08:35 main:574] : INFO : Epoch 1834 | loss: 0.0311709 | val_loss: 0.0311789 | Time: 2320.8 ms
[2021-01-22 06:08:38 main:574] : INFO : Epoch 1835 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 2231.73 ms
[2021-01-22 06:08:40 main:574] : INFO : Epoch 1836 | loss: 0.0311822 | val_loss: 0.0311803 | Time: 2418.32 ms
[2021-01-22 06:08:42 main:574] : INFO : Epoch 1837 | loss: 0.0311821 | val_loss: 0.0311786 | Time: 2292.89 ms
[2021-01-22 06:08:45 main:574] : INFO : Epoch 1838 | loss: 0.0311821 | val_loss: 0.0311764 | Time: 2290.9 ms
[2021-01-22 06:08:47 main:574] : INFO : Epoch 1839 | loss: 0.0311901 | val_loss: 0.0311958 | Time: 2294.7 ms
[2021-01-22 06:08:49 main:574] : INFO : Epoch 1840 | loss: 0.0311894 | val_loss: 0.0311861 | Time: 2239.85 ms
[2021-01-22 06:08:52 main:574] : INFO : Epoch 1841 | loss: 0.0311824 | val_loss: 0.0311798 | Time: 2292.72 ms
[2021-01-22 06:08:54 main:574] : INFO : Epoch 1842 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 2240.43 ms
[2021-01-22 06:08:56 main:574] : INFO : Epoch 1843 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 2262.2 ms
[2021-01-22 06:08:58 main:574] : INFO : Epoch 1844 | loss: 0.0311831 | val_loss: 0.0311854 | Time: 2274.76 ms
[2021-01-22 06:09:01 main:574] : INFO : Epoch 1845 | loss: 0.0311829 | val_loss: 0.0311816 | Time: 2284.73 ms
[2021-01-22 06:09:03 main:574] : INFO : Epoch 1846 | loss: 0.0311817 | val_loss: 0.031182 | Time: 2257.98 ms
[2021-01-22 06:09:05 main:574] : INFO : Epoch 1847 | loss: 0.0311817 | val_loss: 0.0311817 | Time: 2277.85 ms
[2021-01-22 06:09:08 main:574] : INFO : Epoch 1848 | loss: 0.0311803 | val_loss: 0.0311804 | Time: 2244.68 ms
[2021-01-22 06:09:10 main:574] : INFO : Epoch 1849 | loss: 0.0311833 | val_loss: 0.0311938 | Time: 2249.56 ms
[2021-01-22 06:09:12 main:574] : INFO : Epoch 1850 | loss: 0.0311845 | val_loss: 0.0311813 | Time: 2268.73 ms
[2021-01-22 06:09:14 main:574] : INFO : Epoch 1851 | loss: 0.0311806 | val_loss: 0.031182 | Time: 2309.93 ms
[2021-01-22 06:09:17 main:574] : INFO : Epoch 1852 | loss: 0.0311811 | val_loss: 0.0311814 | Time: 2269.43 ms
[2021-01-22 06:09:19 main:574] : INFO : Epoch 1853 | loss: 0.0311808 | val_loss: 0.0311876 | Time: 2307.21 ms
[2021-01-22 06:09:21 main:574] : INFO : Epoch 1854 | loss: 0.0311816 | val_loss: 0.031181 | Time: 2272.66 ms
[2021-01-22 06:09:24 main:574] : INFO : Epoch 1855 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 2365.79 ms
[2021-01-22 06:09:26 main:574] : INFO : Epoch 1856 | loss: 0.031178 | val_loss: 0.0311803 | Time: 2188.86 ms
[2021-01-22 06:09:28 main:574] : INFO : Epoch 1857 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 2254.4 ms
[2021-01-22 06:09:31 main:574] : INFO : Epoch 1858 | loss: 0.0311762 | val_loss: 0.031181 | Time: 2204 ms
[2021-01-22 06:09:33 main:574] : INFO : Epoch 1859 | loss: 0.031177 | val_loss: 0.0311797 | Time: 2280.71 ms
[2021-01-22 06:09:35 main:574] : INFO : Epoch 1860 | loss: 0.0311781 | val_loss: 0.0311833 | Time: 2375.4 ms
[2021-01-22 06:09:37 main:574] : INFO : Epoch 1861 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 2249.17 ms
[2021-01-22 06:09:40 main:574] : INFO : Epoch 1862 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 2229.65 ms
[2021-01-22 06:09:42 main:574] : INFO : Epoch 1863 | loss: 0.031174 | val_loss: 0.0311819 | Time: 2223.32 ms
[2021-01-22 06:09:44 main:574] : INFO : Epoch 1864 | loss: 0.0311749 | val_loss: 0.0311836 | Time: 2275.44 ms
[2021-01-22 06:09:47 main:574] : INFO : Epoch 1865 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 2231.32 ms
[2021-01-22 06:09:49 main:574] : INFO : Epoch 1866 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 2092 ms
[2021-01-22 06:09:51 main:574] : INFO : Epoch 1867 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 2283.24 ms
[2021-01-22 06:09:53 main:574] : INFO : Epoch 1868 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 2346.76 ms
[2021-01-22 06:09:56 main:574] : INFO : Epoch 1869 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 2272.41 ms
[2021-01-22 06:09:58 main:574] : INFO : Epoch 1870 | loss: 0.0311745 | val_loss: 0.0311803 | Time: 2235.66 ms
[2021-01-22 06:10:00 main:574] : INFO : Epoch 1871 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 2262.45 ms
[2021-01-22 06:10:03 main:574] : INFO : Epoch 1872 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 2327.45 ms
[2021-01-22 06:10:05 main:574] : INFO : Epoch 1873 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 2279.16 ms
[2021-01-22 06:10:07 main:574] : INFO : Epoch 1874 | loss: 0.0311724 | val_loss: 0.0311867 | Time: 2309.1 ms
[2021-01-22 06:10:10 main:574] : INFO : Epoch 1875 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 2257.5 ms
[2021-01-22 06:10:12 main:574] : INFO : Epoch 1876 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 2312.14 ms
[2021-01-22 06:10:14 main:574] : INFO : Epoch 1877 | loss: 0.0311721 | val_loss: 0.0311825 | Time: 2317.99 ms
[2021-01-22 06:10:17 main:574] : INFO : Epoch 1878 | loss: 0.0311731 | val_loss: 0.0311875 | Time: 2298.75 ms
[2021-01-22 06:10:19 main:574] : INFO : Epoch 1879 | loss: 0.0311748 | val_loss: 0.031187 | Time: 2300.49 ms
[2021-01-22 06:10:21 main:574] : INFO : Epoch 1880 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 2315.51 ms
[2021-01-22 06:10:24 main:574] : INFO : Epoch 1881 | loss: 0.0311865 | val_loss: 0.0311959 | Time: 2360.94 ms
[2021-01-22 06:10:26 main:574] : INFO : Epoch 1882 | loss: 0.0311874 | val_loss: 0.0311886 | Time: 2282.66 ms
[2021-01-22 06:10:28 main:574] : INFO : Epoch 1883 | loss: 0.0311868 | val_loss: 0.031189 | Time: 2265.33 ms
[2021-01-22 06:10:30 main:574] : INFO : Epoch 1884 | loss: 0.0311869 | val_loss: 0.0311924 | Time: 2055.93 ms
[2021-01-22 06:10:33 main:574] : INFO : Epoch 1885 | loss: 0.0311845 | val_loss: 0.0311902 | Time: 2141.4 ms
[2021-01-22 06:10:35 main:574] : INFO : Epoch 1886 | loss: 0.0311838 | val_loss: 0.0311886 | Time: 2060.4 ms
[2021-01-22 06:10:37 main:574] : INFO : Epoch 1887 | loss: 0.0311834 | val_loss: 0.031188 | Time: 2124.87 ms
[2021-01-22 06:10:39 main:574] : INFO : Epoch 1888 | loss: 0.0311837 | val_loss: 0.0311896 | Time: 2152.16 ms
[2021-01-22 06:10:41 main:574] : INFO : Epoch 1889 | loss: 0.0311831 | val_loss: 0.0311888 | Time: 2108.56 ms
[2021-01-22 06:10:43 main:574] : INFO : Epoch 1890 | loss: 0.0311835 | val_loss: 0.0311891 | Time: 2068.2 ms
[2021-01-22 06:10:45 main:574] : INFO : Epoch 1891 | loss: 0.0311822 | val_loss: 0.0311861 | Time: 2182.11 ms
[2021-01-22 06:10:48 main:574] : INFO : Epoch 1892 | loss: 0.0311821 | val_loss: 0.0311867 | Time: 2249.8 ms
[2021-01-22 06:10:50 main:574] : INFO : Epoch 1893 | loss: 0.0311814 | val_loss: 0.0311882 | Time: 2336.7 ms
[2021-01-22 06:10:52 main:574] : INFO : Epoch 1894 | loss: 0.0311816 | val_loss: 0.0311896 | Time: 2317.28 ms
[2021-01-22 06:10:54 main:574] : INFO : Epoch 1895 | loss: 0.0311801 | val_loss: 0.0311896 | Time: 2247.68 ms
[2021-01-22 06:10:57 main:574] : INFO : Epoch 1896 | loss: 0.0311814 | val_loss: 0.0311864 | Time: 2327.78 ms
[2021-01-22 06:10:59 main:574] : INFO : Epoch 1897 | loss: 0.0311804 | val_loss: 0.0311863 | Time: 2272.97 ms
[2021-01-22 06:11:01 main:574] : INFO : Epoch 1898 | loss: 0.0311794 | val_loss: 0.0311914 | Time: 2214.65 ms
[2021-01-22 06:11:04 main:574] : INFO : Epoch 1899 | loss: 0.0311798 | val_loss: 0.031188 | Time: 2287.35 ms
[2021-01-22 06:11:06 main:574] : INFO : Epoch 1900 | loss: 0.0311806 | val_loss: 0.031186 | Time: 2199.09 ms
[2021-01-22 06:11:08 main:574] : INFO : Epoch 1901 | loss: 0.0311788 | val_loss: 0.0311902 | Time: 2324.75 ms
[2021-01-22 06:11:11 main:574] : INFO : Epoch 1902 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 2387.93 ms
[2021-01-22 06:11:13 main:574] : INFO : Epoch 1903 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 2292.98 ms
[2021-01-22 06:11:15 main:574] : INFO : Epoch 1904 | loss: 0.0311784 | val_loss: 0.0311857 | Time: 2350.82 ms
[2021-01-22 06:11:18 main:574] : INFO : Epoch 1905 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 2374.52 ms
[2021-01-22 06:11:20 main:574] : INFO : Epoch 1906 | loss: 0.031179 | val_loss: 0.031184 | Time: 2281.26 ms
[2021-01-22 06:11:22 main:574] : INFO : Epoch 1907 | loss: 0.0311797 | val_loss: 0.0311892 | Time: 2264.32 ms
[2021-01-22 06:11:25 main:574] : INFO : Epoch 1908 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 2187.99 ms
[2021-01-22 06:11:27 main:574] : INFO : Epoch 1909 | loss: 0.0311777 | val_loss: 0.0311848 | Time: 2330.88 ms
[2021-01-22 06:11:29 main:574] : INFO : Epoch 1910 | loss: 0.0311776 | val_loss: 0.0311867 | Time: 2263.71 ms
[2021-01-22 06:11:31 main:574] : INFO : Epoch 1911 | loss: 0.0311772 | val_loss: 0.0311862 | Time: 2267.6 ms
[2021-01-22 06:11:34 main:574] : INFO : Epoch 1912 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 2211.34 ms
[2021-01-22 06:11:36 main:574] : INFO : Epoch 1913 | loss: 0.031177 | val_loss: 0.0311863 | Time: 2361.35 ms
[2021-01-22 06:11:38 main:574] : INFO : Epoch 1914 | loss: 0.0311784 | val_loss: 0.0311859 | Time: 2228.64 ms
[2021-01-22 06:11:41 main:574] : INFO : Epoch 1915 | loss: 0.0311778 | val_loss: 0.031185 | Time: 2280.78 ms
[2021-01-22 06:11:43 main:574] : INFO : Epoch 1916 | loss: 0.0311772 | val_loss: 0.0311852 | Time: 2195.71 ms
[2021-01-22 06:11:45 main:574] : INFO : Epoch 1917 | loss: 0.0311758 | val_loss: 0.031184 | Time: 2261.84 ms
[2021-01-22 06:11:47 main:574] : INFO : Epoch 1918 | loss: 0.0311755 | val_loss: 0.0311849 | Time: 2274.86 ms
[2021-01-22 06:11:50 main:574] : INFO : Epoch 1919 | loss: 0.031176 | val_loss: 0.0311837 | Time: 2286.71 ms
[2021-01-22 06:11:52 main:574] : INFO : Epoch 1920 | loss: 0.0311756 | val_loss: 0.0311848 | Time: 2287.72 ms
[2021-01-22 06:11:54 main:574] : INFO : Epoch 1921 | loss: 0.0311759 | val_loss: 0.0311847 | Time: 2248.97 ms
[2021-01-22 06:11:57 main:574] : INFO : Epoch 1922 | loss: 0.031179 | val_loss: 0.0311862 | Time: 2233.93 ms
[2021-01-22 06:11:59 main:574] : INFO : Epoch 1923 | loss: 0.0311763 | val_loss: 0.0311856 | Time: 2249.03 ms
[2021-01-22 06:12:01 main:574] : INFO : Epoch 1924 | loss: 0.0311778 | val_loss: 0.0311849 | Time: 2361.81 ms
[2021-01-22 06:12:04 main:574] : INFO : Epoch 1925 | loss: 0.03118 | val_loss: 0.0311845 | Time: 2272.73 ms
[2021-01-22 06:12:06 main:574] : INFO : Epoch 1926 | loss: 0.0311856 | val_loss: 0.0312159 | Time: 2248.43 ms
[2021-01-22 06:12:08 main:574] : INFO : Epoch 1927 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 2367.15 ms
[2021-01-22 06:12:11 main:574] : INFO : Epoch 1928 | loss: 0.0311769 | val_loss: 0.0311856 | Time: 2253.68 ms
[2021-01-22 06:12:13 main:574] : INFO : Epoch 1929 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 2307.56 ms
[2021-01-22 06:12:15 main:574] : INFO : Epoch 1930 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 2300.24 ms
[2021-01-22 06:12:18 main:574] : INFO : Epoch 1931 | loss: 0.0311773 | val_loss: 0.0311866 | Time: 2336.2 ms
[2021-01-22 06:12:20 main:574] : INFO : Epoch 1932 | loss: 0.0311779 | val_loss: 0.0311853 | Time: 2365.44 ms
[2021-01-22 06:12:22 main:574] : INFO : Epoch 1933 | loss: 0.0311763 | val_loss: 0.0311879 | Time: 2204.22 ms
[2021-01-22 06:12:25 main:574] : INFO : Epoch 1934 | loss: 0.0311752 | val_loss: 0.0311889 | Time: 2315.57 ms
[2021-01-22 06:12:27 main:574] : INFO : Epoch 1935 | loss: 0.0311756 | val_loss: 0.0311855 | Time: 2374.26 ms
[2021-01-22 06:12:29 main:574] : INFO : Epoch 1936 | loss: 0.0311764 | val_loss: 0.0311862 | Time: 2332.07 ms
[2021-01-22 06:12:32 main:574] : INFO : Epoch 1937 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 2283.47 ms
[2021-01-22 06:12:34 main:574] : INFO : Epoch 1938 | loss: 0.0311747 | val_loss: 0.0311826 | Time: 2302.36 ms
[2021-01-22 06:12:36 main:574] : INFO : Epoch 1939 | loss: 0.031174 | val_loss: 0.0311827 | Time: 2277.34 ms
[2021-01-22 06:12:39 main:574] : INFO : Epoch 1940 | loss: 0.0311744 | val_loss: 0.0311875 | Time: 2267.02 ms
[2021-01-22 06:12:41 main:574] : INFO : Epoch 1941 | loss: 0.0311756 | val_loss: 0.0311827 | Time: 2304.21 ms
[2021-01-22 06:12:43 main:574] : INFO : Epoch 1942 | loss: 0.0311754 | val_loss: 0.0311865 | Time: 2370.82 ms
[2021-01-22 06:12:46 main:574] : INFO : Epoch 1943 | loss: 0.0311752 | val_loss: 0.0311848 | Time: 2238.85 ms
[2021-01-22 06:12:48 main:574] : INFO : Epoch 1944 | loss: 0.0311765 | val_loss: 0.0311869 | Time: 2212.92 ms
[2021-01-22 06:12:50 main:574] : INFO : Epoch 1945 | loss: 0.0311757 | val_loss: 0.0311843 | Time: 2214.68 ms
[2021-01-22 06:12:52 main:574] : INFO : Epoch 1946 | loss: 0.0311752 | val_loss: 0.0311852 | Time: 2239.09 ms
[2021-01-22 06:12:55 main:574] : INFO : Epoch 1947 | loss: 0.0311732 | val_loss: 0.0311847 | Time: 2225.41 ms
[2021-01-22 06:12:57 main:574] : INFO : Epoch 1948 | loss: 0.0311757 | val_loss: 0.0311866 | Time: 2343.02 ms
[2021-01-22 06:12:59 main:574] : INFO : Epoch 1949 | loss: 0.0311754 | val_loss: 0.0311834 | Time: 2238.22 ms
[2021-01-22 06:13:01 main:574] : INFO : Epoch 1950 | loss: 0.0311747 | val_loss: 0.0311846 | Time: 2248.74 ms
[2021-01-22 06:13:04 main:574] : INFO : Epoch 1951 | loss: 0.031176 | val_loss: 0.0311825 | Time: 2230.9 ms
[2021-01-22 06:13:06 main:574] : INFO : Epoch 1952 | loss: 0.0311738 | val_loss: 0.0311844 | Time: 2271.18 ms
[2021-01-22 06:13:08 main:574] : INFO : Epoch 1953 | loss: 0.0311737 | val_loss: 0.031183 | Time: 2321.66 ms
[2021-01-22 06:13:11 main:574] : INFO : Epoch 1954 | loss: 0.031173 | val_loss: 0.0311844 | Time: 2238.07 ms
[2021-01-22 06:13:13 main:574] : INFO : Epoch 1955 | loss: 0.031173 | val_loss: 0.0311835 | Time: 2233.94 ms
[2021-01-22 06:13:15 main:574] : INFO : Epoch 1956 | loss: 0.0311734 | val_loss: 0.0311833 | Time: 2217.89 ms
[2021-01-22 06:13:18 main:574] : INFO : Epoch 1957 | loss: 0.0311731 | val_loss: 0.031186 | Time: 2294.74 ms
[2021-01-22 06:13:20 main:574] : INFO : Epoch 1958 | loss: 0.0311742 | val_loss: 0.0311859 | Time: 2272.65 ms
[2021-01-22 06:13:22 main:574] : INFO : Epoch 1959 | loss: 0.0311743 | val_loss: 0.0311845 | Time: 2259.27 ms
[2021-01-22 06:13:25 main:574] : INFO : Epoch 1960 | loss: 0.0311727 | val_loss: 0.0311829 | Time: 2372.66 ms
[2021-01-22 06:13:27 main:574] : INFO : Epoch 1961 | loss: 0.0311727 | val_loss: 0.0311838 | Time: 2246.62 ms
[2021-01-22 06:13:29 main:574] : INFO : Epoch 1962 | loss: 0.0311726 | val_loss: 0.0311832 | Time: 2251.61 ms
[2021-01-22 06:13:32 main:574] : INFO : Epoch 1963 | loss: 0.0311744 | val_loss: 0.0311841 | Time: 2231.97 ms
[2021-01-22 06:13:34 main:574] : INFO : Epoch 1964 | loss: 0.031174 | val_loss: 0.031183 | Time: 2396.62 ms
[2021-01-22 06:13:37 main:574] : INFO : Epoch 1965 | loss: 0.0311751 | val_loss: 0.0311847 | Time: 2267.21 ms
[2021-01-22 06:13:39 main:574] : INFO : Epoch 1966 | loss: 0.0311737 | val_loss: 0.0311902 | Time: 2275.76 ms
[2021-01-22 06:13:41 main:574] : INFO : Epoch 1967 | loss: 0.0311739 | val_loss: 0.0311877 | Time: 2285.51 ms
[2021-01-22 06:13:44 main:574] : INFO : Epoch 1968 | loss: 0.0311731 | val_loss: 0.0311829 | Time: 2364.29 ms
[2021-01-22 06:13:46 main:574] : INFO : Epoch 1969 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 2309.95 ms
[2021-01-22 06:13:48 main:574] : INFO : Epoch 1970 | loss: 0.0311724 | val_loss: 0.0311827 | Time: 2257.33 ms
[2021-01-22 06:13:51 main:574] : INFO : Epoch 1971 | loss: 0.0311753 | val_loss: 0.0311858 | Time: 2275.78 ms
[2021-01-22 06:13:53 main:574] : INFO : Epoch 1972 | loss: 0.0311774 | val_loss: 0.0311923 | Time: 2231.16 ms
[2021-01-22 06:13:55 main:574] : INFO : Epoch 1973 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 2262.62 ms
[2021-01-22 06:13:57 main:574] : INFO : Epoch 1974 | loss: 0.0311769 | val_loss: 0.0311915 | Time: 2201.5 ms
[2021-01-22 06:14:00 main:574] : INFO : Epoch 1975 | loss: 0.031177 | val_loss: 0.0311841 | Time: 2197.85 ms
[2021-01-22 06:14:02 main:574] : INFO : Epoch 1976 | loss: 0.0311765 | val_loss: 0.031184 | Time: 2307.77 ms
[2021-01-22 06:14:04 main:574] : INFO : Epoch 1977 | loss: 0.0311761 | val_loss: 0.0311878 | Time: 2250.33 ms
[2021-01-22 06:14:07 main:574] : INFO : Epoch 1978 | loss: 0.0311764 | val_loss: 0.0311843 | Time: 2300.41 ms
[2021-01-22 06:14:09 main:574] : INFO : Epoch 1979 | loss: 0.0311759 | val_loss: 0.0311861 | Time: 2247.33 ms
[2021-01-22 06:14:11 main:574] : INFO : Epoch 1980 | loss: 0.0311791 | val_loss: 0.0311874 | Time: 2327.3 ms
[2021-01-22 06:14:14 main:574] : INFO : Epoch 1981 | loss: 0.031178 | val_loss: 0.0311874 | Time: 2249.94 ms
[2021-01-22 06:14:16 main:574] : INFO : Epoch 1982 | loss: 0.0311771 | val_loss: 0.031184 | Time: 2288.49 ms
[2021-01-22 06:14:18 main:574] : INFO : Epoch 1983 | loss: 0.0311767 | val_loss: 0.031182 | Time: 2362.15 ms
[2021-01-22 06:14:21 main:574] : INFO : Epoch 1984 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 2353.04 ms
[2021-01-22 06:14:23 main:574] : INFO : Epoch 1985 | loss: 0.0311747 | val_loss: 0.0311838 | Time: 2244.3 ms
[2021-01-22 06:14:26 main:574] : INFO : Epoch 1986 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 2347.69 ms
[2021-01-22 06:14:28 main:574] : INFO : Epoch 1987 | loss: 0.0311736 | val_loss: 0.0311828 | Time: 2330.11 ms
[2021-01-22 06:14:30 main:574] : INFO : Epoch 1988 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 2339.63 ms
[2021-01-22 06:14:33 main:574] : INFO : Epoch 1989 | loss: 0.0311722 | val_loss: 0.0311828 | Time: 2228.5 ms
[2021-01-22 06:14:35 main:574] : INFO : Epoch 1990 | loss: 0.0311727 | val_loss: 0.0311829 | Time: 2243.82 ms
[2021-01-22 06:14:37 main:574] : INFO : Epoch 1991 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 2261.47 ms
[2021-01-22 06:14:40 main:574] : INFO : Epoch 1992 | loss: 0.031172 | val_loss: 0.0311825 | Time: 2312.31 ms
[2021-01-22 06:14:42 main:574] : INFO : Epoch 1993 | loss: 0.0311712 | val_loss: 0.031183 | Time: 2337.21 ms
[2021-01-22 06:14:44 main:574] : INFO : Epoch 1994 | loss: 0.0311716 | val_loss: 0.031183 | Time: 2288.4 ms
[2021-01-22 06:14:47 main:574] : INFO : Epoch 1995 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 2327.4 ms
[2021-01-22 06:14:49 main:574] : INFO : Epoch 1996 | loss: 0.0311722 | val_loss: 0.0311841 | Time: 2319.65 ms
[2021-01-22 06:14:51 main:574] : INFO : Epoch 1997 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 2240.68 ms
[2021-01-22 06:14:54 main:574] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 2272.1 ms
[2021-01-22 06:14:56 main:574] : INFO : Epoch 1999 | loss: 0.0311708 | val_loss: 0.0311841 | Time: 2156.47 ms
[2021-01-22 06:14:58 main:574] : INFO : Epoch 2000 | loss: 0.0311714 | val_loss: 0.0311853 | Time: 2298.72 ms
[2021-01-22 06:15:00 main:574] : INFO : Epoch 2001 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 2229.69 ms
[2021-01-22 06:15:03 main:574] : INFO : Epoch 2002 | loss: 0.0311744 | val_loss: 0.0311848 | Time: 2256.87 ms
[2021-01-22 06:15:05 main:574] : INFO : Epoch 2003 | loss: 0.0311729 | val_loss: 0.0311856 | Time: 2280.5 ms
[2021-01-22 06:15:07 main:574] : INFO : Epoch 2004 | loss: 0.0311737 | val_loss: 0.031182 | Time: 2335.53 ms
[2021-01-22 06:15:10 main:574] : INFO : Epoch 2005 | loss: 0.0311725 | val_loss: 0.0311832 | Time: 2296.06 ms
[2021-01-22 06:15:12 main:574] : INFO : Epoch 2006 | loss: 0.0311717 | val_loss: 0.0311842 | Time: 2350.16 ms
[2021-01-22 06:15:14 main:574] : INFO : Epoch 2007 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 2258.06 ms
[2021-01-22 06:15:17 main:574] : INFO : Epoch 2008 | loss: 0.0311711 | val_loss: 0.0311821 | Time: 2232.91 ms
[2021-01-22 06:15:19 main:574] : INFO : Epoch 2009 | loss: 0.0311704 | val_loss: 0.0311824 | Time: 2390.76 ms
[2021-01-22 06:15:21 main:574] : INFO : Epoch 2010 | loss: 0.0311699 | val_loss: 0.0311818 | Time: 2193.65 ms
[2021-01-22 06:15:24 main:574] : INFO : Epoch 2011 | loss: 0.0311698 | val_loss: 0.0311827 | Time: 2277.6 ms
[2021-01-22 06:15:26 main:574] : INFO : Epoch 2012 | loss: 0.0311697 | val_loss: 0.0311852 | Time: 2328.24 ms
[2021-01-22 06:15:28 main:574] : INFO : Epoch 2013 | loss: 0.0311719 | val_loss: 0.0311857 | Time: 2206.13 ms
[2021-01-22 06:15:31 main:574] : INFO : Epoch 2014 | loss: 0.0311717 | val_loss: 0.031184 | Time: 2408.01 ms
[2021-01-22 06:15:33 main:574] : INFO : Epoch 2015 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 2311.61 ms
[2021-01-22 06:15:35 main:574] : INFO : Epoch 2016 | loss: 0.0311691 | val_loss: 0.0311827 | Time: 2333.9 ms
[2021-01-22 06:15:38 main:574] : INFO : Epoch 2017 | loss: 0.0311701 | val_loss: 0.0311862 | Time: 2286.96 ms
[2021-01-22 06:15:40 main:574] : INFO : Epoch 2018 | loss: 0.0311697 | val_loss: 0.0311815 | Time: 2319.93 ms
[2021-01-22 06:15:42 main:574] : INFO : Epoch 2019 | loss: 0.0311715 | val_loss: 0.0311822 | Time: 2204.05 ms
[2021-01-22 06:15:45 main:574] : INFO : Epoch 2020 | loss: 0.031174 | val_loss: 0.0311845 | Time: 2276.24 ms
[2021-01-22 06:15:47 main:574] : INFO : Epoch 2021 | loss: 0.0311738 | val_loss: 0.0311831 | Time: 2197.38 ms
[2021-01-22 06:15:49 main:574] : INFO : Epoch 2022 | loss: 0.0311731 | val_loss: 0.0311864 | Time: 2248.39 ms
[2021-01-22 06:15:52 main:574] : INFO : Epoch 2023 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2290.6 ms
[2021-01-22 06:15:54 main:574] : INFO : Epoch 2024 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 2317.85 ms
[2021-01-22 06:15:56 main:574] : INFO : Epoch 2025 | loss: 0.031172 | val_loss: 0.0311825 | Time: 2259.94 ms
[2021-01-22 06:15:59 main:574] : INFO : Epoch 2026 | loss: 0.0311706 | val_loss: 0.0311814 | Time: 2192.43 ms
[2021-01-22 06:16:01 main:574] : INFO : Epoch 2027 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 2280.13 ms
[2021-01-22 06:16:03 main:574] : INFO : Epoch 2028 | loss: 0.0311706 | val_loss: 0.0311815 | Time: 2383.33 ms
[2021-01-22 06:16:06 main:574] : INFO : Epoch 2029 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 2285.92 ms
[2021-01-22 06:16:08 main:574] : INFO : Epoch 2030 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 2311.23 ms
[2021-01-22 06:16:10 main:574] : INFO : Epoch 2031 | loss: 0.0311684 | val_loss: 0.0311815 | Time: 2270.68 ms
[2021-01-22 06:16:13 main:574] : INFO : Epoch 2032 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 2276.79 ms
[2021-01-22 06:16:15 main:574] : INFO : Epoch 2033 | loss: 0.0311687 | val_loss: 0.0311807 | Time: 2315.97 ms
[2021-01-22 06:16:17 main:574] : INFO : Epoch 2034 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 2315.12 ms
[2021-01-22 06:16:20 main:574] : INFO : Epoch 2035 | loss: 0.0311673 | val_loss: 0.0311821 | Time: 2255.9 ms
[2021-01-22 06:16:22 main:574] : INFO : Epoch 2036 | loss: 0.031168 | val_loss: 0.0311865 | Time: 2320.6 ms
[2021-01-22 06:16:24 main:574] : INFO : Epoch 2037 | loss: 0.0311689 | val_loss: 0.0311812 | Time: 2222.38 ms
[2021-01-22 06:16:27 main:574] : INFO : Epoch 2038 | loss: 0.0311673 | val_loss: 0.0311834 | Time: 2375.57 ms
[2021-01-22 06:16:29 main:574] : INFO : Epoch 2039 | loss: 0.0311679 | val_loss: 0.0311812 | Time: 2247.68 ms
[2021-01-22 06:16:32 main:574] : INFO : Epoch 2040 | loss: 0.0311689 | val_loss: 0.0311815 | Time: 2251.45 ms
[2021-01-22 06:16:34 main:574] : INFO : Epoch 2041 | loss: 0.0311669 | val_loss: 0.0311825 | Time: 2334.72 ms
[2021-01-22 06:16:36 main:574] : INFO : Epoch 2042 | loss: 0.0311681 | val_loss: 0.0311876 | Time: 2252.72 ms
[2021-01-22 06:16:39 main:574] : INFO : Epoch 2043 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 2383.11 ms
[2021-01-22 06:16:41 main:574] : INFO : Epoch 2044 | loss: 0.0311678 | val_loss: 0.0311829 | Time: 2257.32 ms
[2021-01-22 06:16:43 main:574] : INFO : Epoch 2045 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 2284.07 ms
[2021-01-22 06:16:46 main:574] : INFO : Epoch 2046 | loss: 0.0311696 | val_loss: 0.0311813 | Time: 2209.68 ms
[2021-01-22 06:16:48 main:574] : INFO : Epoch 2047 | loss: 0.0311682 | val_loss: 0.0311809 | Time: 2366.13 ms
[2021-01-22 06:16:50 main:574] : INFO : Epoch 2048 | loss: 0.0311682 | val_loss: 0.031181 | Time: 2238.96 ms
[2021-01-22 06:16:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031181
[2021-01-22 06:16:50 main:603] : INFO : Saving end state to config to file
[2021-01-22 06:16:51 main:608] : INFO : Success, exiting..
06:16:51 (8164): 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)