Task 9132759
| Name | ParityModified-1636181643-13837-2-0_0 |
| Workunit | 6573796 |
| Created | 23 Nov 2021, 12:00:27 UTC |
| Sent | 28 Nov 2021, 11:05:53 UTC |
| Report deadline | 6 Dec 2021, 11:05:53 UTC |
| Received | 28 Nov 2021, 20:20:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 7 sec |
| CPU time | 1 hours 15 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ms [2021-11-28 21:01:43 main:574] : INFO : Epoch 1542 | loss: 0.0311495 | val_loss: 0.0311688 | Time: 2221.36 ms [2021-11-28 21:01:46 main:574] : INFO : Epoch 1543 | loss: 0.0311471 | val_loss: 0.0311663 | Time: 2255.28 ms [2021-11-28 21:01:48 main:574] : INFO : Epoch 1544 | loss: 0.0311429 | val_loss: 0.0311678 | Time: 2200.74 ms [2021-11-28 21:01:50 main:574] : INFO : Epoch 1545 | loss: 0.0311421 | val_loss: 0.0311687 | Time: 2206.38 ms [2021-11-28 21:01:52 main:574] : INFO : Epoch 1546 | loss: 0.0311422 | val_loss: 0.0311811 | Time: 2216.92 ms [2021-11-28 21:01:55 main:574] : INFO : Epoch 1547 | loss: 0.0311422 | val_loss: 0.0311731 | Time: 2208.05 ms [2021-11-28 21:01:57 main:574] : INFO : Epoch 1548 | loss: 0.0311401 | val_loss: 0.0311714 | Time: 2219.41 ms [2021-11-28 21:01:59 main:574] : INFO : Epoch 1549 | loss: 0.0311392 | val_loss: 0.0311708 | Time: 2208.81 ms [2021-11-28 21:02:01 main:574] : INFO : Epoch 1550 | loss: 0.0311378 | val_loss: 0.0311676 | Time: 2203.93 ms [2021-11-28 21:02:03 main:574] : INFO : Epoch 1551 | loss: 0.0311374 | val_loss: 0.0311699 | Time: 2216.93 ms [2021-11-28 21:02:06 main:574] : INFO : Epoch 1552 | loss: 0.03114 | val_loss: 0.031174 | Time: 2230.36 ms [2021-11-28 21:02:08 main:574] : INFO : Epoch 1553 | loss: 0.031143 | val_loss: 0.031181 | Time: 2225.33 ms [2021-11-28 21:02:10 main:574] : INFO : Epoch 1554 | loss: 0.0311385 | val_loss: 0.0311692 | Time: 2216.56 ms [2021-11-28 21:02:12 main:574] : INFO : Epoch 1555 | loss: 0.0311349 | val_loss: 0.031174 | Time: 2207.76 ms [2021-11-28 21:02:15 main:574] : INFO : Epoch 1556 | loss: 0.0311391 | val_loss: 0.0311662 | Time: 2245.28 ms [2021-11-28 21:02:17 main:574] : INFO : Epoch 1557 | loss: 0.0311382 | val_loss: 0.0311668 | Time: 2228.62 ms [2021-11-28 21:02:19 main:574] : INFO : Epoch 1558 | loss: 0.0311375 | val_loss: 0.0311681 | Time: 2223.93 ms [2021-11-28 21:02:21 main:574] : INFO : Epoch 1559 | loss: 0.0311382 | val_loss: 0.031169 | Time: 2226.48 ms [2021-11-28 21:02:23 main:574] : INFO : Epoch 1560 | loss: 0.0311381 | val_loss: 0.0311686 | Time: 2229.66 ms [2021-11-28 21:02:26 main:574] : INFO : Epoch 1561 | loss: 0.0311386 | val_loss: 0.0311661 | Time: 2222.71 ms [2021-11-28 21:02:28 main:574] : INFO : Epoch 1562 | loss: 0.0311363 | val_loss: 0.0311701 | Time: 2249.41 ms [2021-11-28 21:02:30 main:574] : INFO : Epoch 1563 | loss: 0.031135 | val_loss: 0.0311686 | Time: 2226.4 ms [2021-11-28 21:02:32 main:574] : INFO : Epoch 1564 | loss: 0.0311342 | val_loss: 0.0311678 | Time: 2231.27 ms [2021-11-28 21:02:35 main:574] : INFO : Epoch 1565 | loss: 0.0311368 | val_loss: 0.0311788 | Time: 2221.46 ms [2021-11-28 21:02:37 main:574] : INFO : Epoch 1566 | loss: 0.0311373 | val_loss: 0.031179 | Time: 2235.82 ms [2021-11-28 21:02:39 main:574] : INFO : Epoch 1567 | loss: 0.0311364 | val_loss: 0.0311726 | Time: 2216.68 ms [2021-11-28 21:02:41 main:574] : INFO : Epoch 1568 | loss: 0.0311355 | val_loss: 0.031169 | Time: 2181.07 ms [2021-11-28 21:02:43 main:574] : INFO : Epoch 1569 | loss: 0.0311333 | val_loss: 0.0311686 | Time: 2241.46 ms [2021-11-28 21:02:46 main:574] : INFO : Epoch 1570 | loss: 0.0311333 | val_loss: 0.0311708 | Time: 2177.77 ms [2021-11-28 21:02:48 main:574] : INFO : Epoch 1571 | loss: 0.0311334 | val_loss: 0.0311675 | Time: 2219.44 ms [2021-11-28 21:02:50 main:574] : INFO : Epoch 1572 | loss: 0.0311345 | val_loss: 0.0311711 | Time: 2210.74 ms [2021-11-28 21:02:52 main:574] : INFO : Epoch 1573 | loss: 0.0311337 | val_loss: 0.0311712 | Time: 2211.37 ms [2021-11-28 21:02:55 main:574] : INFO : Epoch 1574 | loss: 0.0311313 | val_loss: 0.0311677 | Time: 2209.53 ms [2021-11-28 21:02:57 main:574] : INFO : Epoch 1575 | loss: 0.0311348 | val_loss: 0.0311687 | Time: 2222.69 ms [2021-11-28 21:02:59 main:574] : INFO : Epoch 1576 | loss: 0.0311384 | val_loss: 0.031168 | Time: 2224.32 ms [2021-11-28 21:03:01 main:574] : INFO : Epoch 1577 | loss: 0.0311361 | val_loss: 0.0311766 | Time: 2225.26 ms [2021-11-28 21:03:03 main:574] : INFO : Epoch 1578 | loss: 0.031133 | val_loss: 0.0311711 | Time: 2217.21 ms [2021-11-28 21:03:06 main:574] : INFO : Epoch 1579 | loss: 0.0311321 | val_loss: 0.0311725 | Time: 2232.6 ms [2021-11-28 21:03:08 main:574] : INFO : Epoch 1580 | loss: 0.0311317 | val_loss: 0.0311667 | Time: 2232.15 ms [2021-11-28 21:03:10 main:574] : INFO : Epoch 1581 | loss: 0.0311327 | val_loss: 0.0311718 | Time: 2223.65 ms [2021-11-28 21:03:12 main:574] : INFO : Epoch 1582 | loss: 0.0311343 | val_loss: 0.0311671 | Time: 2224.01 ms [2021-11-28 21:03:15 main:574] : INFO : Epoch 1583 | loss: 0.0311369 | val_loss: 0.0311689 | Time: 2224.85 ms [2021-11-28 21:03:17 main:574] : INFO : Epoch 1584 | loss: 0.0311381 | val_loss: 0.0311699 | Time: 2200.77 ms [2021-11-28 21:03:19 main:574] : INFO : Epoch 1585 | loss: 0.0311364 | val_loss: 0.0311676 | Time: 2213.61 ms [2021-11-28 21:03:21 main:574] : INFO : Epoch 1586 | loss: 0.0311347 | val_loss: 0.0311743 | Time: 2235.65 ms [2021-11-28 21:03:23 main:574] : INFO : Epoch 1587 | loss: 0.0311423 | val_loss: 0.0311748 | Time: 2223.11 ms [2021-11-28 21:03:26 main:574] : INFO : Epoch 1588 | loss: 0.0311415 | val_loss: 0.0311681 | Time: 2204.64 ms [2021-11-28 21:03:28 main:574] : INFO : Epoch 1589 | loss: 0.0311391 | val_loss: 0.0311691 | Time: 2212.72 ms [2021-11-28 21:03:30 main:574] : INFO : Epoch 1590 | loss: 0.0311407 | val_loss: 0.0311672 | Time: 2195.47 ms [2021-11-28 21:03:32 main:574] : INFO : Epoch 1591 | loss: 0.0311401 | val_loss: 0.031175 | Time: 2218 ms [2021-11-28 21:03:35 main:574] : INFO : Epoch 1592 | loss: 0.0311387 | val_loss: 0.0311739 | Time: 2198.14 ms [2021-11-28 21:03:37 main:574] : INFO : Epoch 1593 | loss: 0.03114 | val_loss: 0.0311721 | Time: 2189.38 ms [2021-11-28 21:03:39 main:574] : INFO : Epoch 1594 | loss: 0.0311443 | val_loss: 0.0311656 | Time: 2213.87 ms [2021-11-28 21:03:41 main:574] : INFO : Epoch 1595 | loss: 0.0311427 | val_loss: 0.0311668 | Time: 2216.94 ms [2021-11-28 21:03:43 main:574] : INFO : Epoch 1596 | loss: 0.0311417 | val_loss: 0.0311648 | Time: 2200.5 ms [2021-11-28 21:03:46 main:574] : INFO : Epoch 1597 | loss: 0.0311466 | val_loss: 0.0311642 | Time: 2219.29 ms [2021-11-28 21:03:48 main:574] : INFO : Epoch 1598 | loss: 0.031149 | val_loss: 0.0311634 | Time: 2212.73 ms [2021-11-28 21:03:50 main:574] : INFO : Epoch 1599 | loss: 0.0311487 | val_loss: 0.0311622 | Time: 2205.86 ms [2021-11-28 21:03:52 main:574] : INFO : Epoch 1600 | loss: 0.0311449 | val_loss: 0.0311643 | Time: 2209.79 ms [2021-11-28 21:03:54 main:574] : INFO : Epoch 1601 | loss: 0.0311439 | val_loss: 0.0311672 | Time: 2236.64 ms [2021-11-28 21:03:57 main:574] : INFO : Epoch 1602 | loss: 0.0311426 | val_loss: 0.0311653 | Time: 2214.32 ms [2021-11-28 21:03:59 main:574] : INFO : Epoch 1603 | loss: 0.0311396 | val_loss: 0.0311641 | Time: 2209.49 ms [2021-11-28 21:04:01 main:574] : INFO : Epoch 1604 | loss: 0.0311374 | val_loss: 0.0311652 | Time: 2199.42 ms [2021-11-28 21:04:03 main:574] : INFO : Epoch 1605 | loss: 0.0311366 | val_loss: 0.031164 | Time: 2220.81 ms [2021-11-28 21:04:06 main:574] : INFO : Epoch 1606 | loss: 0.0311367 | val_loss: 0.0311694 | Time: 2218.22 ms [2021-11-28 21:04:08 main:574] : INFO : Epoch 1607 | loss: 0.0311409 | val_loss: 0.031167 | Time: 2200.16 ms [2021-11-28 21:04:10 main:574] : INFO : Epoch 1608 | loss: 0.0311389 | val_loss: 0.0311652 | Time: 2222.89 ms [2021-11-28 21:04:12 main:574] : INFO : Epoch 1609 | loss: 0.0311384 | val_loss: 0.0311639 | Time: 2203.2 ms [2021-11-28 21:04:14 main:574] : INFO : Epoch 1610 | loss: 0.0311359 | val_loss: 0.0311635 | Time: 2198.2 ms [2021-11-28 21:04:17 main:574] : INFO : Epoch 1611 | loss: 0.0311367 | val_loss: 0.0311636 | Time: 2210.28 ms [2021-11-28 21:04:19 main:574] : INFO : Epoch 1612 | loss: 0.0311357 | val_loss: 0.03117 | Time: 2252.33 ms [2021-11-28 21:04:21 main:574] : INFO : Epoch 1613 | loss: 0.0311361 | val_loss: 0.031169 | Time: 2227.32 ms [2021-11-28 21:04:23 main:574] : INFO : Epoch 1614 | loss: 0.0311395 | val_loss: 0.0311641 | Time: 2233.78 ms [2021-11-28 21:04:26 main:574] : INFO : Epoch 1615 | loss: 0.0311464 | val_loss: 0.0311681 | Time: 2233.28 ms [2021-11-28 21:04:28 main:574] : INFO : Epoch 1616 | loss: 0.0311419 | val_loss: 0.0311681 | Time: 2198.03 ms [2021-11-28 21:04:30 main:574] : INFO : Epoch 1617 | loss: 0.0311393 | val_loss: 0.0311704 | Time: 2223.66 ms [2021-11-28 21:04:32 main:574] : INFO : Epoch 1618 | loss: 0.0311392 | val_loss: 0.0311653 | Time: 2193.01 ms [2021-11-28 21:04:34 main:574] : INFO : Epoch 1619 | loss: 0.0311381 | val_loss: 0.0311656 | Time: 2201 ms [2021-11-28 21:04:37 main:574] : INFO : Epoch 1620 | loss: 0.0311368 | val_loss: 0.0311638 | Time: 2214.81 ms [2021-11-28 21:04:39 main:574] : INFO : Epoch 1621 | loss: 0.0311387 | val_loss: 0.0311677 | Time: 2216.01 ms [2021-11-28 21:04:41 main:574] : INFO : Epoch 1622 | loss: 0.0311354 | val_loss: 0.0311628 | Time: 2225.57 ms [2021-11-28 21:04:43 main:574] : INFO : Epoch 1623 | loss: 0.0311391 | val_loss: 0.031167 | Time: 2198.8 ms [2021-11-28 21:04:45 main:574] : INFO : Epoch 1624 | loss: 0.0311397 | val_loss: 0.0311653 | Time: 2216.85 ms [2021-11-28 21:04:48 main:574] : INFO : Epoch 1625 | loss: 0.0311391 | val_loss: 0.0311654 | Time: 2206.16 ms [2021-11-28 21:04:50 main:574] : INFO : Epoch 1626 | loss: 0.0311368 | val_loss: 0.031168 | Time: 2216.25 ms [2021-11-28 21:04:52 main:574] : INFO : Epoch 1627 | loss: 0.0311358 | val_loss: 0.0311652 | Time: 2204.63 ms [2021-11-28 21:04:54 main:574] : INFO : Epoch 1628 | loss: 0.0311342 | val_loss: 0.0311677 | Time: 2228 ms [2021-11-28 21:04:57 main:574] : INFO : Epoch 1629 | loss: 0.0311353 | val_loss: 0.0311649 | Time: 2215.34 ms [2021-11-28 21:04:59 main:574] : INFO : Epoch 1630 | loss: 0.0311359 | val_loss: 0.031166 | Time: 2204.35 ms [2021-11-28 21:05:01 main:574] : INFO : Epoch 1631 | loss: 0.0311337 | val_loss: 0.0311698 | Time: 2211.92 ms [2021-11-28 21:05:03 main:574] : INFO : Epoch 1632 | loss: 0.0311349 | val_loss: 0.0311704 | Time: 2237.13 ms [2021-11-28 21:05:05 main:574] : INFO : Epoch 1633 | loss: 0.031135 | val_loss: 0.0311657 | Time: 2223.06 ms [2021-11-28 21:05:08 main:574] : INFO : Epoch 1634 | loss: 0.0311368 | val_loss: 0.0311705 | Time: 2246.13 ms [2021-11-28 21:05:10 main:574] : INFO : Epoch 1635 | loss: 0.0311366 | val_loss: 0.0311662 | Time: 2220.25 ms [2021-11-28 21:05:12 main:574] : INFO : Epoch 1636 | loss: 0.0311338 | val_loss: 0.031165 | Time: 2235.31 ms [2021-11-28 21:05:14 main:574] : INFO : Epoch 1637 | loss: 0.0311362 | val_loss: 0.0311641 | Time: 2205.99 ms [2021-11-28 21:05:17 main:574] : INFO : Epoch 1638 | loss: 0.0311322 | val_loss: 0.0311672 | Time: 2210.69 ms [2021-11-28 21:05:19 main:574] : INFO : Epoch 1639 | loss: 0.0311319 | val_loss: 0.0311676 | Time: 2239.6 ms [2021-11-28 21:05:21 main:574] : INFO : Epoch 1640 | loss: 0.0311321 | val_loss: 0.0311644 | Time: 2223.07 ms [2021-11-28 21:05:23 main:574] : INFO : Epoch 1641 | loss: 0.0311335 | val_loss: 0.0311662 | Time: 2237.56 ms [2021-11-28 21:05:26 main:574] : INFO : Epoch 1642 | loss: 0.0311347 | val_loss: 0.0311674 | Time: 2227.86 ms [2021-11-28 21:05:28 main:574] : INFO : Epoch 1643 | loss: 0.0311346 | val_loss: 0.0311695 | Time: 2204.14 ms [2021-11-28 21:05:30 main:574] : INFO : Epoch 1644 | loss: 0.0311368 | val_loss: 0.0311648 | Time: 2179.26 ms [2021-11-28 21:05:32 main:574] : INFO : Epoch 1645 | loss: 0.0311335 | val_loss: 0.031167 | Time: 2230.19 ms [2021-11-28 21:05:34 main:574] : INFO : Epoch 1646 | loss: 0.0311324 | val_loss: 0.0311718 | Time: 2231.66 ms [2021-11-28 21:05:37 main:574] : INFO : Epoch 1647 | loss: 0.031133 | val_loss: 0.0311739 | Time: 2219.97 ms [2021-11-28 21:05:39 main:574] : INFO : Epoch 1648 | loss: 0.0311369 | val_loss: 0.0311698 | Time: 2231.15 ms [2021-11-28 21:05:41 main:574] : INFO : Epoch 1649 | loss: 0.0311362 | val_loss: 0.0311741 | Time: 2210.84 ms [2021-11-28 21:05:43 main:574] : INFO : Epoch 1650 | loss: 0.0311366 | val_loss: 0.0311731 | Time: 2220.32 ms [2021-11-28 21:05:46 main:574] : INFO : Epoch 1651 | loss: 0.0311349 | val_loss: 0.031172 | Time: 2234.31 ms [2021-11-28 21:05:48 main:574] : INFO : Epoch 1652 | loss: 0.0311342 | val_loss: 0.031174 | Time: 2200.89 ms [2021-11-28 21:05:50 main:574] : INFO : Epoch 1653 | loss: 0.0311312 | val_loss: 0.0311729 | Time: 2205.84 ms [2021-11-28 21:05:52 main:574] : INFO : Epoch 1654 | loss: 0.0311302 | val_loss: 0.0311752 | Time: 2240.33 ms [2021-11-28 21:05:54 main:574] : INFO : Epoch 1655 | loss: 0.0311324 | val_loss: 0.0311772 | Time: 2206.61 ms [2021-11-28 21:05:57 main:574] : INFO : Epoch 1656 | loss: 0.0311326 | val_loss: 0.0311727 | Time: 2212.1 ms [2021-11-28 21:05:59 main:574] : INFO : Epoch 1657 | loss: 0.0311327 | val_loss: 0.0311697 | Time: 2234.35 ms [2021-11-28 21:06:01 main:574] : INFO : Epoch 1658 | loss: 0.0311325 | val_loss: 0.0311752 | Time: 2243.26 ms [2021-11-28 21:06:03 main:574] : INFO : Epoch 1659 | loss: 0.0311318 | val_loss: 0.0311651 | Time: 2219.61 ms [2021-11-28 21:06:06 main:574] : INFO : Epoch 1660 | loss: 0.0311296 | val_loss: 0.0311732 | Time: 2219.73 ms [2021-11-28 21:06:08 main:574] : INFO : Epoch 1661 | loss: 0.0311291 | val_loss: 0.0311658 | Time: 2229.64 ms [2021-11-28 21:06:10 main:574] : INFO : Epoch 1662 | loss: 0.0311282 | val_loss: 0.0311651 | Time: 2209.57 ms [2021-11-28 21:06:12 main:574] : INFO : Epoch 1663 | loss: 0.0311282 | val_loss: 0.0311723 | Time: 2212.42 ms [2021-11-28 21:06:14 main:574] : INFO : Epoch 1664 | loss: 0.031137 | val_loss: 0.0311692 | Time: 2202.93 ms [2021-11-28 21:06:17 main:574] : INFO : Epoch 1665 | loss: 0.0311337 | val_loss: 0.0311692 | Time: 2216.73 ms [2021-11-28 21:06:19 main:574] : INFO : Epoch 1666 | loss: 0.0311315 | val_loss: 0.0311725 | Time: 2216.11 ms [2021-11-28 21:06:21 main:574] : INFO : Epoch 1667 | loss: 0.0311314 | val_loss: 0.0311721 | Time: 2229.59 ms [2021-11-28 21:06:23 main:574] : INFO : Epoch 1668 | loss: 0.0311321 | val_loss: 0.0311821 | Time: 2185.76 ms [2021-11-28 21:06:26 main:574] : INFO : Epoch 1669 | loss: 0.0311339 | val_loss: 0.0311759 | Time: 2240.15 ms [2021-11-28 21:06:28 main:574] : INFO : Epoch 1670 | loss: 0.03113 | val_loss: 0.0311681 | Time: 2219.74 ms [2021-11-28 21:06:30 main:574] : INFO : Epoch 1671 | loss: 0.0311288 | val_loss: 0.0311722 | Time: 2227.36 ms [2021-11-28 21:06:32 main:574] : INFO : Epoch 1672 | loss: 0.0311381 | val_loss: 0.0311655 | Time: 2200.99 ms [2021-11-28 21:06:34 main:574] : INFO : Epoch 1673 | loss: 0.0311371 | val_loss: 0.0311656 | Time: 2208.72 ms [2021-11-28 21:06:37 main:574] : INFO : Epoch 1674 | loss: 0.0311353 | val_loss: 0.031167 | Time: 2181.82 ms [2021-11-28 21:06:39 main:574] : INFO : Epoch 1675 | loss: 0.0311353 | val_loss: 0.0311679 | Time: 2228.47 ms [2021-11-28 21:06:41 main:574] : INFO : Epoch 1676 | loss: 0.0311391 | val_loss: 0.0311679 | Time: 2181.97 ms [2021-11-28 21:06:43 main:574] : INFO : Epoch 1677 | loss: 0.0311403 | val_loss: 0.0311733 | Time: 2227.77 ms [2021-11-28 21:06:45 main:574] : INFO : Epoch 1678 | loss: 0.0311419 | val_loss: 0.0311676 | Time: 2211.32 ms [2021-11-28 21:06:48 main:574] : INFO : Epoch 1679 | loss: 0.0311389 | val_loss: 0.0311687 | Time: 2234.86 ms [2021-11-28 21:06:50 main:574] : INFO : Epoch 1680 | loss: 0.031135 | val_loss: 0.0311684 | Time: 2209.25 ms [2021-11-28 21:06:52 main:574] : INFO : Epoch 1681 | loss: 0.0311336 | val_loss: 0.0311684 | Time: 2216.26 ms [2021-11-28 21:06:54 main:574] : INFO : Epoch 1682 | loss: 0.0311338 | val_loss: 0.0311693 | Time: 2231.16 ms [2021-11-28 21:06:57 main:574] : INFO : Epoch 1683 | loss: 0.0311324 | val_loss: 0.0311719 | Time: 2217.15 ms [2021-11-28 21:06:59 main:574] : INFO : Epoch 1684 | loss: 0.0311338 | val_loss: 0.0311697 | Time: 2221.59 ms [2021-11-28 21:07:01 main:574] : INFO : Epoch 1685 | loss: 0.0311331 | val_loss: 0.0311659 | Time: 2212.55 ms [2021-11-28 21:07:03 main:574] : INFO : Epoch 1686 | loss: 0.0311331 | val_loss: 0.0311692 | Time: 2222.4 ms [2021-11-28 21:07:05 main:574] : INFO : Epoch 1687 | loss: 0.0311314 | val_loss: 0.0311648 | Time: 2228.41 ms [2021-11-28 21:07:08 main:574] : INFO : Epoch 1688 | loss: 0.0311292 | val_loss: 0.0311729 | Time: 2246.89 ms [2021-11-28 21:07:10 main:574] : INFO : Epoch 1689 | loss: 0.0311293 | val_loss: 0.0311641 | Time: 2214.92 ms [2021-11-28 21:07:12 main:574] : INFO : Epoch 1690 | loss: 0.0311343 | val_loss: 0.03117 | Time: 2230.98 ms [2021-11-28 21:07:14 main:574] : INFO : Epoch 1691 | loss: 0.0311345 | val_loss: 0.0311706 | Time: 2211.62 ms [2021-11-28 21:07:17 main:574] : INFO : Epoch 1692 | loss: 0.0311308 | val_loss: 0.0311685 | Time: 2241.52 ms [2021-11-28 21:07:19 main:574] : INFO : Epoch 1693 | loss: 0.03113 | val_loss: 0.0311663 | Time: 2220.72 ms [2021-11-28 21:07:21 main:574] : INFO : Epoch 1694 | loss: 0.0311289 | val_loss: 0.031171 | Time: 2230.22 ms [2021-11-28 21:07:23 main:574] : INFO : Epoch 1695 | loss: 0.0311439 | val_loss: 0.0311852 | Time: 2210.06 ms [2021-11-28 21:07:25 main:574] : INFO : Epoch 1696 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 2210.36 ms [2021-11-28 21:07:28 main:574] : INFO : Epoch 1697 | loss: 0.0311768 | val_loss: 0.0311707 | Time: 2244.09 ms [2021-11-28 21:07:30 main:574] : INFO : Epoch 1698 | loss: 0.0311721 | val_loss: 0.0311692 | Time: 2203.56 ms [2021-11-28 21:07:32 main:574] : INFO : Epoch 1699 | loss: 0.0311681 | val_loss: 0.0311695 | Time: 2199.97 ms [2021-11-28 21:07:34 main:574] : INFO : Epoch 1700 | loss: 0.0311649 | val_loss: 0.031168 | Time: 2239.53 ms [2021-11-28 21:07:37 main:574] : INFO : Epoch 1701 | loss: 0.0311646 | val_loss: 0.0311673 | Time: 2219.78 ms [2021-11-28 21:07:39 main:574] : INFO : Epoch 1702 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 2201.18 ms [2021-11-28 21:07:41 main:574] : INFO : Epoch 1703 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 2224.13 ms [2021-11-28 21:07:43 main:574] : INFO : Epoch 1704 | loss: 0.0311589 | val_loss: 0.0311671 | Time: 2204.9 ms [2021-11-28 21:07:45 main:574] : INFO : Epoch 1705 | loss: 0.0311567 | val_loss: 0.031166 | Time: 2212.7 ms [2021-11-28 21:07:48 main:574] : INFO : Epoch 1706 | loss: 0.0311557 | val_loss: 0.0311677 | Time: 2219 ms [2021-11-28 21:07:50 main:574] : INFO : Epoch 1707 | loss: 0.0311575 | val_loss: 0.0311711 | Time: 2194.8 ms [2021-11-28 21:07:52 main:574] : INFO : Epoch 1708 | loss: 0.0311559 | val_loss: 0.0311668 | Time: 2226.43 ms [2021-11-28 21:07:54 main:574] : INFO : Epoch 1709 | loss: 0.0311548 | val_loss: 0.0311717 | Time: 2223.11 ms [2021-11-28 21:07:57 main:574] : INFO : Epoch 1710 | loss: 0.0311568 | val_loss: 0.031168 | Time: 2192.04 ms [2021-11-28 21:07:59 main:574] : INFO : Epoch 1711 | loss: 0.0311548 | val_loss: 0.0311721 | Time: 2232.75 ms [2021-11-28 21:08:01 main:574] : INFO : Epoch 1712 | loss: 0.0311538 | val_loss: 0.0311697 | Time: 2230.38 ms [2021-11-28 21:08:03 main:574] : INFO : Epoch 1713 | loss: 0.0311519 | val_loss: 0.0311701 | Time: 2264.06 ms [2021-11-28 21:08:06 main:574] : INFO : Epoch 1714 | loss: 0.0311511 | val_loss: 0.0311704 | Time: 2226.73 ms [2021-11-28 21:08:08 main:574] : INFO : Epoch 1715 | loss: 0.0311499 | val_loss: 0.0311721 | Time: 2230.35 ms [2021-11-28 21:08:10 main:574] : INFO : Epoch 1716 | loss: 0.0311486 | val_loss: 0.0311746 | Time: 2201.25 ms [2021-11-28 21:08:12 main:574] : INFO : Epoch 1717 | loss: 0.0311493 | val_loss: 0.0311707 | Time: 2212.39 ms [2021-11-28 21:08:14 main:574] : INFO : Epoch 1718 | loss: 0.0311493 | val_loss: 0.0311716 | Time: 2210.25 ms [2021-11-28 21:08:17 main:574] : INFO : Epoch 1719 | loss: 0.0311476 | val_loss: 0.0311725 | Time: 2226.32 ms [2021-11-28 21:08:19 main:574] : INFO : Epoch 1720 | loss: 0.031148 | val_loss: 0.0311743 | Time: 2243.83 ms [2021-11-28 21:08:21 main:574] : INFO : Epoch 1721 | loss: 0.0311521 | val_loss: 0.0311675 | Time: 2245.76 ms [2021-11-28 21:08:23 main:574] : INFO : Epoch 1722 | loss: 0.031151 | val_loss: 0.0311694 | Time: 2202.05 ms [2021-11-28 21:08:26 main:574] : INFO : Epoch 1723 | loss: 0.031148 | val_loss: 0.0311722 | Time: 2218.21 ms [2021-11-28 21:08:28 main:574] : INFO : Epoch 1724 | loss: 0.0311494 | val_loss: 0.0311721 | Time: 2210.3 ms [2021-11-28 21:08:30 main:574] : INFO : Epoch 1725 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 2214.23 ms [2021-11-28 21:08:32 main:574] : INFO : Epoch 1726 | loss: 0.0311475 | val_loss: 0.0311713 | Time: 2193.16 ms [2021-11-28 21:08:34 main:574] : INFO : Epoch 1727 | loss: 0.0311476 | val_loss: 0.0311703 | Time: 2198.84 ms [2021-11-28 21:08:37 main:574] : INFO : Epoch 1728 | loss: 0.031149 | val_loss: 0.0311736 | Time: 2208.86 ms [2021-11-28 21:08:39 main:574] : INFO : Epoch 1729 | loss: 0.0311517 | val_loss: 0.0311687 | Time: 2207.92 ms [2021-11-28 21:08:41 main:574] : INFO : Epoch 1730 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 2233.28 ms [2021-11-28 21:08:43 main:574] : INFO : Epoch 1731 | loss: 0.0311499 | val_loss: 0.0311699 | Time: 2217.51 ms [2021-11-28 21:08:45 main:574] : INFO : Epoch 1732 | loss: 0.0311521 | val_loss: 0.0311685 | Time: 2234 ms [2021-11-28 21:08:48 main:574] : INFO : Epoch 1733 | loss: 0.0311516 | val_loss: 0.0311676 | Time: 2218 ms [2021-11-28 21:08:50 main:574] : INFO : Epoch 1734 | loss: 0.0311511 | val_loss: 0.0311671 | Time: 2233.7 ms [2021-11-28 21:08:52 main:574] : INFO : Epoch 1735 | loss: 0.0311516 | val_loss: 0.0311672 | Time: 2232.11 ms [2021-11-28 21:08:54 main:574] : INFO : Epoch 1736 | loss: 0.0311501 | val_loss: 0.0311657 | Time: 2224.95 ms [2021-11-28 21:08:57 main:574] : INFO : Epoch 1737 | loss: 0.0311472 | val_loss: 0.0311728 | Time: 2210.85 ms [2021-11-28 21:08:59 main:574] : INFO : Epoch 1738 | loss: 0.0311458 | val_loss: 0.0311724 | Time: 2230.51 ms [2021-11-28 21:09:01 main:574] : INFO : Epoch 1739 | loss: 0.0311455 | val_loss: 0.0311655 | Time: 2225.76 ms [2021-11-28 21:09:03 main:574] : INFO : Epoch 1740 | loss: 0.0311488 | val_loss: 0.0311659 | Time: 2211 ms [2021-11-28 21:09:06 main:574] : INFO : Epoch 1741 | loss: 0.0311467 | val_loss: 0.0311641 | Time: 2224.62 ms [2021-11-28 21:09:08 main:574] : INFO : Epoch 1742 | loss: 0.0311446 | val_loss: 0.0311669 | Time: 2198.73 ms [2021-11-28 21:09:10 main:574] : INFO : Epoch 1743 | loss: 0.0311446 | val_loss: 0.0311665 | Time: 2213.5 ms [2021-11-28 21:09:12 main:574] : INFO : Epoch 1744 | loss: 0.0311439 | val_loss: 0.0311744 | Time: 2207.55 ms [2021-11-28 21:09:14 main:574] : INFO : Epoch 1745 | loss: 0.0311427 | val_loss: 0.0311745 | Time: 2229.86 ms [2021-11-28 21:09:17 main:574] : INFO : Epoch 1746 | loss: 0.0311423 | val_loss: 0.0311704 | Time: 2233.3 ms [2021-11-28 21:09:19 main:574] : INFO : Epoch 1747 | loss: 0.031141 | val_loss: 0.0311692 | Time: 2215.86 ms [2021-11-28 21:09:21 main:574] : INFO : Epoch 1748 | loss: 0.0311404 | val_loss: 0.031167 | Time: 2218.06 ms [2021-11-28 21:09:23 main:574] : INFO : Epoch 1749 | loss: 0.0311439 | val_loss: 0.0311707 | Time: 2213.78 ms [2021-11-28 21:09:26 main:574] : INFO : Epoch 1750 | loss: 0.0311387 | val_loss: 0.0311703 | Time: 2232.8 ms [2021-11-28 21:09:28 main:574] : INFO : Epoch 1751 | loss: 0.031138 | val_loss: 0.0311712 | Time: 2208.95 ms [2021-11-28 21:09:30 main:574] : INFO : Epoch 1752 | loss: 0.0311414 | val_loss: 0.0311704 | Time: 2214.22 ms [2021-11-28 21:09:32 main:574] : INFO : Epoch 1753 | loss: 0.0311407 | val_loss: 0.0311723 | Time: 2216.76 ms [2021-11-28 21:09:34 main:574] : INFO : Epoch 1754 | loss: 0.0311398 | val_loss: 0.0311685 | Time: 2181 ms [2021-11-28 21:09:37 main:574] : INFO : Epoch 1755 | loss: 0.0311383 | val_loss: 0.031171 | Time: 2197.83 ms [2021-11-28 21:09:39 main:574] : INFO : Epoch 1756 | loss: 0.0311366 | val_loss: 0.0311715 | Time: 2209.99 ms [2021-11-28 21:09:41 main:574] : INFO : Epoch 1757 | loss: 0.0311382 | val_loss: 0.0311688 | Time: 2208.04 ms [2021-11-28 21:09:43 main:574] : INFO : Epoch 1758 | loss: 0.0311379 | val_loss: 0.0311699 | Time: 2194.61 ms [2021-11-28 21:09:45 main:574] : INFO : Epoch 1759 | loss: 0.0311372 | val_loss: 0.0311718 | Time: 2230.43 ms [2021-11-28 21:09:48 main:574] : INFO : Epoch 1760 | loss: 0.031137 | val_loss: 0.0311714 | Time: 2238.23 ms [2021-11-28 21:09:50 main:574] : INFO : Epoch 1761 | loss: 0.031138 | val_loss: 0.0311683 | Time: 2239.12 ms [2021-11-28 21:09:52 main:574] : INFO : Epoch 1762 | loss: 0.0311401 | val_loss: 0.0311664 | Time: 2229.81 ms [2021-11-28 21:09:54 main:574] : INFO : Epoch 1763 | loss: 0.031141 | val_loss: 0.0311694 | Time: 2231.51 ms [2021-11-28 21:09:57 main:574] : INFO : Epoch 1764 | loss: 0.0311383 | val_loss: 0.0311714 | Time: 2224.79 ms [2021-11-28 21:09:59 main:574] : INFO : Epoch 1765 | loss: 0.0311368 | val_loss: 0.031166 | Time: 2215.34 ms [2021-11-28 21:10:01 main:574] : INFO : Epoch 1766 | loss: 0.0311364 | val_loss: 0.031173 | Time: 2199.75 ms [2021-11-28 21:10:03 main:574] : INFO : Epoch 1767 | loss: 0.0311349 | val_loss: 0.0311686 | Time: 2218.47 ms [2021-11-28 21:10:05 main:574] : INFO : Epoch 1768 | loss: 0.0311346 | val_loss: 0.0311724 | Time: 2219 ms [2021-11-28 21:10:08 main:574] : INFO : Epoch 1769 | loss: 0.0311363 | val_loss: 0.0311686 | Time: 2256.28 ms [2021-11-28 21:10:10 main:574] : INFO : Epoch 1770 | loss: 0.0311381 | val_loss: 0.031169 | Time: 2224.44 ms [2021-11-28 21:10:12 main:574] : INFO : Epoch 1771 | loss: 0.031138 | val_loss: 0.031177 | Time: 2217.23 ms [2021-11-28 21:10:14 main:574] : INFO : Epoch 1772 | loss: 0.0311391 | val_loss: 0.0311724 | Time: 2226.56 ms [2021-11-28 21:10:17 main:574] : INFO : Epoch 1773 | loss: 0.0311381 | val_loss: 0.0311717 | Time: 2245.89 ms [2021-11-28 21:10:19 main:574] : INFO : Epoch 1774 | loss: 0.0311398 | val_loss: 0.0311678 | Time: 2210.98 ms [2021-11-28 21:10:21 main:574] : INFO : Epoch 1775 | loss: 0.0311376 | val_loss: 0.031176 | Time: 2210.46 ms [2021-11-28 21:10:23 main:574] : INFO : Epoch 1776 | loss: 0.0311391 | val_loss: 0.0311662 | Time: 2224.63 ms [2021-11-28 21:10:25 main:574] : INFO : Epoch 1777 | loss: 0.03114 | val_loss: 0.0311735 | Time: 2211.16 ms [2021-11-28 21:10:28 main:574] : INFO : Epoch 1778 | loss: 0.0311384 | val_loss: 0.0311678 | Time: 2212.95 ms [2021-11-28 21:10:30 main:574] : INFO : Epoch 1779 | loss: 0.031136 | val_loss: 0.0311742 | Time: 2200.13 ms [2021-11-28 21:10:32 main:574] : INFO : Epoch 1780 | loss: 0.0311372 | val_loss: 0.0311757 | Time: 2194.47 ms [2021-11-28 21:10:34 main:574] : INFO : Epoch 1781 | loss: 0.0311377 | val_loss: 0.0311743 | Time: 2234.17 ms [2021-11-28 21:10:37 main:574] : INFO : Epoch 1782 | loss: 0.0311449 | val_loss: 0.0311692 | Time: 2220.84 ms [2021-11-28 21:10:39 main:574] : INFO : Epoch 1783 | loss: 0.0311446 | val_loss: 0.0311709 | Time: 2218.89 ms [2021-11-28 21:10:41 main:574] : INFO : Epoch 1784 | loss: 0.0311473 | val_loss: 0.0311685 | Time: 2260.97 ms [2021-11-28 21:10:43 main:574] : INFO : Epoch 1785 | loss: 0.0311483 | val_loss: 0.0311681 | Time: 2248.47 ms [2021-11-28 21:10:46 main:574] : INFO : Epoch 1786 | loss: 0.0311471 | val_loss: 0.0311691 | Time: 2234.79 ms [2021-11-28 21:10:48 main:574] : INFO : Epoch 1787 | loss: 0.0311439 | val_loss: 0.03117 | Time: 2227.48 ms [2021-11-28 21:10:50 main:574] : INFO : Epoch 1788 | loss: 0.031146 | val_loss: 0.0311717 | Time: 2213.13 ms [2021-11-28 21:10:52 main:574] : INFO : Epoch 1789 | loss: 0.0311463 | val_loss: 0.0311693 | Time: 2225.26 ms [2021-11-28 21:10:54 main:574] : INFO : Epoch 1790 | loss: 0.0311479 | val_loss: 0.0311699 | Time: 2236.17 ms [2021-11-28 21:10:57 main:574] : INFO : Epoch 1791 | loss: 0.0311451 | val_loss: 0.0311717 | Time: 2242.46 ms [2021-11-28 21:10:59 main:574] : INFO : Epoch 1792 | loss: 0.0311457 | val_loss: 0.031171 | Time: 2238.98 ms [2021-11-28 21:11:01 main:574] : INFO : Epoch 1793 | loss: 0.0311458 | val_loss: 0.0311763 | Time: 2227.14 ms [2021-11-28 21:11:03 main:574] : INFO : Epoch 1794 | loss: 0.0311434 | val_loss: 0.0311762 | Time: 2213.71 ms [2021-11-28 21:11:06 main:574] : INFO : Epoch 1795 | loss: 0.0311433 | val_loss: 0.0311694 | Time: 2229.66 ms [2021-11-28 21:11:08 main:574] : INFO : Epoch 1796 | loss: 0.031142 | val_loss: 0.0311728 | Time: 2239.51 ms [2021-11-28 21:11:10 main:574] : INFO : Epoch 1797 | loss: 0.0311425 | val_loss: 0.031168 | Time: 2198.37 ms [2021-11-28 21:11:12 main:574] : INFO : Epoch 1798 | loss: 0.0311508 | val_loss: 0.0311681 | Time: 2237.08 ms [2021-11-28 21:11:15 main:574] : INFO : Epoch 1799 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 2230.95 ms [2021-11-28 21:11:17 main:574] : INFO : Epoch 1800 | loss: 0.0311564 | val_loss: 0.0311698 | Time: 2238.57 ms [2021-11-28 21:11:19 main:574] : INFO : Epoch 1801 | loss: 0.0311531 | val_loss: 0.0311663 | Time: 2222.73 ms [2021-11-28 21:11:21 main:574] : INFO : Epoch 1802 | loss: 0.0311529 | val_loss: 0.0311652 | Time: 2212.62 ms [2021-11-28 21:11:23 main:574] : INFO : Epoch 1803 | loss: 0.0311511 | val_loss: 0.0311649 | Time: 2221.12 ms [2021-11-28 21:11:26 main:574] : INFO : Epoch 1804 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 2226.99 ms [2021-11-28 21:11:28 main:574] : INFO : Epoch 1805 | loss: 0.0311495 | val_loss: 0.0311711 | Time: 2226.41 ms [2021-11-28 21:11:30 main:574] : INFO : Epoch 1806 | loss: 0.0311493 | val_loss: 0.0311712 | Time: 2206.68 ms [2021-11-28 21:11:32 main:574] : INFO : Epoch 1807 | loss: 0.0311487 | val_loss: 0.0311612 | Time: 2210.64 ms [2021-11-28 21:11:35 main:574] : INFO : Epoch 1808 | loss: 0.0311482 | val_loss: 0.0311641 | Time: 2253.49 ms [2021-11-28 21:11:37 main:574] : INFO : Epoch 1809 | loss: 0.0311454 | val_loss: 0.031169 | Time: 2218.75 ms [2021-11-28 21:11:39 main:574] : INFO : Epoch 1810 | loss: 0.0311423 | val_loss: 0.0311655 | Time: 2201.59 ms [2021-11-28 21:11:41 main:574] : INFO : Epoch 1811 | loss: 0.0311419 | val_loss: 0.0311711 | Time: 2244.96 ms [2021-11-28 21:11:43 main:574] : INFO : Epoch 1812 | loss: 0.0311424 | val_loss: 0.0311644 | Time: 2205.01 ms [2021-11-28 21:11:46 main:574] : INFO : Epoch 1813 | loss: 0.031141 | val_loss: 0.0311647 | Time: 2230.1 ms [2021-11-28 21:11:48 main:574] : INFO : Epoch 1814 | loss: 0.0311398 | val_loss: 0.0311688 | Time: 2227.41 ms [2021-11-28 21:11:50 main:574] : INFO : Epoch 1815 | loss: 0.0311402 | val_loss: 0.0311642 | Time: 2221.89 ms [2021-11-28 21:11:52 main:574] : INFO : Epoch 1816 | loss: 0.0311414 | val_loss: 0.0311699 | Time: 2192.15 ms [2021-11-28 21:11:55 main:574] : INFO : Epoch 1817 | loss: 0.031139 | val_loss: 0.0311751 | Time: 2210.94 ms [2021-11-28 21:11:57 main:574] : INFO : Epoch 1818 | loss: 0.0311398 | val_loss: 0.0311678 | Time: 2214.95 ms [2021-11-28 21:11:59 main:574] : INFO : Epoch 1819 | loss: 0.0311406 | val_loss: 0.0311751 | Time: 2241.18 ms [2021-11-28 21:12:01 main:574] : INFO : Epoch 1820 | loss: 0.0311382 | val_loss: 0.0311697 | Time: 2238.67 ms [2021-11-28 21:12:03 main:574] : INFO : Epoch 1821 | loss: 0.0311389 | val_loss: 0.0311736 | Time: 2196.22 ms [2021-11-28 21:12:06 main:574] : INFO : Epoch 1822 | loss: 0.0311385 | val_loss: 0.0311686 | Time: 2205.68 ms [2021-11-28 21:12:08 main:574] : INFO : Epoch 1823 | loss: 0.0311385 | val_loss: 0.0311647 | Time: 2193.6 ms [2021-11-28 21:12:10 main:574] : INFO : Epoch 1824 | loss: 0.0311374 | val_loss: 0.0311707 | Time: 2239.28 ms [2021-11-28 21:12:12 main:574] : INFO : Epoch 1825 | loss: 0.0311373 | val_loss: 0.03117 | Time: 2217.33 ms [2021-11-28 21:12:15 main:574] : INFO : Epoch 1826 | loss: 0.0311378 | val_loss: 0.0311737 | Time: 2241.52 ms [2021-11-28 21:12:17 main:574] : INFO : Epoch 1827 | loss: 0.0311377 | val_loss: 0.0311695 | Time: 2201.35 ms [2021-11-28 21:12:19 main:574] : INFO : Epoch 1828 | loss: 0.0311375 | val_loss: 0.0311734 | Time: 2209.51 ms [2021-11-28 21:12:21 main:574] : INFO : Epoch 1829 | loss: 0.0311402 | val_loss: 0.0311687 | Time: 2229.93 ms [2021-11-28 21:12:23 main:574] : INFO : Epoch 1830 | loss: 0.0311362 | val_loss: 0.0311696 | Time: 2229.21 ms [2021-11-28 21:12:26 main:574] : INFO : Epoch 1831 | loss: 0.031139 | val_loss: 0.0311736 | Time: 2217.6 ms [2021-11-28 21:12:28 main:574] : INFO : Epoch 1832 | loss: 0.0311365 | val_loss: 0.0311723 | Time: 2208.58 ms [2021-11-28 21:12:30 main:574] : INFO : Epoch 1833 | loss: 0.0311369 | val_loss: 0.0311723 | Time: 2229.67 ms [2021-11-28 21:12:32 main:574] : INFO : Epoch 1834 | loss: 0.0311362 | val_loss: 0.0311709 | Time: 2232.19 ms [2021-11-28 21:12:35 main:574] : INFO : Epoch 1835 | loss: 0.031135 | val_loss: 0.0311713 | Time: 2236.24 ms [2021-11-28 21:12:37 main:574] : INFO : Epoch 1836 | loss: 0.0311344 | val_loss: 0.031172 | Time: 2237.33 ms [2021-11-28 21:12:39 main:574] : INFO : Epoch 1837 | loss: 0.0311336 | val_loss: 0.0311717 | Time: 2237.19 ms [2021-11-28 21:12:41 main:574] : INFO : Epoch 1838 | loss: 0.0311343 | val_loss: 0.0311675 | Time: 2219.37 ms [2021-11-28 21:12:44 main:574] : INFO : Epoch 1839 | loss: 0.0311338 | val_loss: 0.0311731 | Time: 2207.3 ms [2021-11-28 21:12:46 main:574] : INFO : Epoch 1840 | loss: 0.0311356 | val_loss: 0.0311738 | Time: 2226.92 ms [2021-11-28 21:12:48 main:574] : INFO : Epoch 1841 | loss: 0.0311344 | val_loss: 0.0311698 | Time: 2245.52 ms [2021-11-28 21:12:50 main:574] : INFO : Epoch 1842 | loss: 0.0311342 | val_loss: 0.0311697 | Time: 2232.4 ms [2021-11-28 21:12:52 main:574] : INFO : Epoch 1843 | loss: 0.0311369 | val_loss: 0.0311686 | Time: 2223.7 ms [2021-11-28 21:12:55 main:574] : INFO : Epoch 1844 | loss: 0.031232 | val_loss: 0.0316399 | Time: 2241.56 ms [2021-11-28 21:12:57 main:574] : INFO : Epoch 1845 | loss: 0.0353927 | val_loss: 0.0435007 | Time: 2215.86 ms [2021-11-28 21:12:59 main:574] : INFO : Epoch 1846 | loss: 0.0336337 | val_loss: 0.0317226 | Time: 2223.08 ms [2021-11-28 21:13:01 main:574] : INFO : Epoch 1847 | loss: 0.0314041 | val_loss: 0.0312412 | Time: 2227.37 ms [2021-11-28 21:13:04 main:574] : INFO : Epoch 1848 | loss: 0.0312295 | val_loss: 0.0312019 | Time: 2225.76 ms [2021-11-28 21:13:06 main:574] : INFO : Epoch 1849 | loss: 0.031197 | val_loss: 0.0311915 | Time: 2212.37 ms [2021-11-28 21:13:08 main:574] : INFO : Epoch 1850 | loss: 0.031189 | val_loss: 0.0311875 | Time: 2198.88 ms [2021-11-28 21:13:10 main:574] : INFO : Epoch 1851 | loss: 0.0311868 | val_loss: 0.0311851 | Time: 2212.48 ms [2021-11-28 21:13:12 main:574] : INFO : Epoch 1852 | loss: 0.0311853 | val_loss: 0.0311871 | Time: 2200.22 ms [2021-11-28 21:13:15 main:574] : INFO : Epoch 1853 | loss: 0.0311847 | val_loss: 0.0311857 | Time: 2211.82 ms [2021-11-28 21:13:17 main:574] : INFO : Epoch 1854 | loss: 0.0311821 | val_loss: 0.0311823 | Time: 2223.1 ms [2021-11-28 21:13:19 main:574] : INFO : Epoch 1855 | loss: 0.0311809 | val_loss: 0.0311845 | Time: 2208.34 ms [2021-11-28 21:13:21 main:574] : INFO : Epoch 1856 | loss: 0.0311806 | val_loss: 0.0311828 | Time: 2221.69 ms [2021-11-28 21:13:24 main:574] : INFO : Epoch 1857 | loss: 0.0311798 | val_loss: 0.0311821 | Time: 2224.5 ms [2021-11-28 21:13:26 main:574] : INFO : Epoch 1858 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 2214.14 ms [2021-11-28 21:13:28 main:574] : INFO : Epoch 1859 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 2206.25 ms [2021-11-28 21:13:30 main:574] : INFO : Epoch 1860 | loss: 0.0311783 | val_loss: 0.0311816 | Time: 2238.89 ms [2021-11-28 21:13:32 main:574] : INFO : Epoch 1861 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 2199.32 ms [2021-11-28 21:13:35 main:574] : INFO : Epoch 1862 | loss: 0.0311688 | val_loss: 0.0311781 | Time: 2220.85 ms [2021-11-28 21:13:37 main:574] : INFO : Epoch 1863 | loss: 0.0311643 | val_loss: 0.0311766 | Time: 2225.81 ms [2021-11-28 21:13:39 main:574] : INFO : Epoch 1864 | loss: 0.0311609 | val_loss: 0.0311763 | Time: 2214.78 ms [2021-11-28 21:13:41 main:574] : INFO : Epoch 1865 | loss: 0.0311596 | val_loss: 0.0311753 | Time: 2224.55 ms [2021-11-28 21:13:44 main:574] : INFO : Epoch 1866 | loss: 0.0311566 | val_loss: 0.0311811 | Time: 2209.93 ms [2021-11-28 21:13:46 main:574] : INFO : Epoch 1867 | loss: 0.0311551 | val_loss: 0.0311816 | Time: 2218.77 ms [2021-11-28 21:13:48 main:574] : INFO : Epoch 1868 | loss: 0.0311566 | val_loss: 0.0311756 | Time: 2240.17 ms [2021-11-28 21:13:50 main:574] : INFO : Epoch 1869 | loss: 0.0311536 | val_loss: 0.0311758 | Time: 2208.49 ms [2021-11-28 21:13:52 main:574] : INFO : Epoch 1870 | loss: 0.0311523 | val_loss: 0.0311718 | Time: 2236.17 ms [2021-11-28 21:13:55 main:574] : INFO : Epoch 1871 | loss: 0.0311515 | val_loss: 0.0311737 | Time: 2224.45 ms [2021-11-28 21:13:57 main:574] : INFO : Epoch 1872 | loss: 0.0311497 | val_loss: 0.0311724 | Time: 2234.12 ms [2021-11-28 21:13:59 main:574] : INFO : Epoch 1873 | loss: 0.03115 | val_loss: 0.0311755 | Time: 2219.93 ms [2021-11-28 21:14:01 main:574] : INFO : Epoch 1874 | loss: 0.0311494 | val_loss: 0.031172 | Time: 2224.87 ms [2021-11-28 21:14:04 main:574] : INFO : Epoch 1875 | loss: 0.0311483 | val_loss: 0.0311717 | Time: 2208.33 ms [2021-11-28 21:14:06 main:574] : INFO : Epoch 1876 | loss: 0.0311457 | val_loss: 0.0311732 | Time: 2221.44 ms [2021-11-28 21:14:08 main:574] : INFO : Epoch 1877 | loss: 0.0311454 | val_loss: 0.0311744 | Time: 2217.05 ms [2021-11-28 21:14:10 main:574] : INFO : Epoch 1878 | loss: 0.0311443 | val_loss: 0.031173 | Time: 2228.61 ms [2021-11-28 21:14:12 main:574] : INFO : Epoch 1879 | loss: 0.0311423 | val_loss: 0.0311753 | Time: 2201.02 ms [2021-11-28 21:14:15 main:574] : INFO : Epoch 1880 | loss: 0.0311414 | val_loss: 0.0311719 | Time: 2243.02 ms [2021-11-28 21:14:17 main:574] : INFO : Epoch 1881 | loss: 0.0311407 | val_loss: 0.0311736 | Time: 2230.51 ms [2021-11-28 21:14:19 main:574] : INFO : Epoch 1882 | loss: 0.0311408 | val_loss: 0.0311747 | Time: 2222.1 ms [2021-11-28 21:14:21 main:574] : INFO : Epoch 1883 | loss: 0.0311407 | val_loss: 0.0311729 | Time: 2233.16 ms [2021-11-28 21:14:24 main:574] : INFO : Epoch 1884 | loss: 0.0311395 | val_loss: 0.0311745 | Time: 2207.65 ms [2021-11-28 21:14:26 main:574] : INFO : Epoch 1885 | loss: 0.0311386 | val_loss: 0.0311728 | Time: 2223.08 ms [2021-11-28 21:14:28 main:574] : INFO : Epoch 1886 | loss: 0.0311395 | val_loss: 0.0311725 | Time: 2238.54 ms [2021-11-28 21:14:30 main:574] : INFO : Epoch 1887 | loss: 0.031139 | val_loss: 0.031176 | Time: 2231.19 ms [2021-11-28 21:14:33 main:574] : INFO : Epoch 1888 | loss: 0.0311385 | val_loss: 0.0311779 | Time: 2226.37 ms [2021-11-28 21:14:35 main:574] : INFO : Epoch 1889 | loss: 0.031139 | val_loss: 0.0311752 | Time: 2216.75 ms [2021-11-28 21:14:37 main:574] : INFO : Epoch 1890 | loss: 0.0311394 | val_loss: 0.0311694 | Time: 2242.83 ms [2021-11-28 21:14:39 main:574] : INFO : Epoch 1891 | loss: 0.0311423 | val_loss: 0.0311685 | Time: 2209.55 ms [2021-11-28 21:14:41 main:574] : INFO : Epoch 1892 | loss: 0.0311399 | val_loss: 0.0311669 | Time: 2222.2 ms [2021-11-28 21:14:44 main:574] : INFO : Epoch 1893 | loss: 0.0311386 | val_loss: 0.0311662 | Time: 2200.39 ms [2021-11-28 21:14:46 main:574] : INFO : Epoch 1894 | loss: 0.0311375 | val_loss: 0.0311666 | Time: 2202.79 ms [2021-11-28 21:14:48 main:574] : INFO : Epoch 1895 | loss: 0.0311393 | val_loss: 0.0311676 | Time: 2245.3 ms [2021-11-28 21:14:50 main:574] : INFO : Epoch 1896 | loss: 0.0311383 | val_loss: 0.0311704 | Time: 2222.72 ms [2021-11-28 21:14:53 main:574] : INFO : Epoch 1897 | loss: 0.0311371 | val_loss: 0.0311714 | Time: 2205.4 ms [2021-11-28 21:14:55 main:574] : INFO : Epoch 1898 | loss: 0.0311352 | val_loss: 0.0311725 | Time: 2200.74 ms [2021-11-28 21:14:57 main:574] : INFO : Epoch 1899 | loss: 0.031135 | val_loss: 0.0311709 | Time: 2218.31 ms [2021-11-28 21:14:59 main:574] : INFO : Epoch 1900 | loss: 0.0311362 | val_loss: 0.0311706 | Time: 2230.67 ms [2021-11-28 21:15:01 main:574] : INFO : Epoch 1901 | loss: 0.0311349 | val_loss: 0.0311714 | Time: 2236.4 ms [2021-11-28 21:15:04 main:574] : INFO : Epoch 1902 | loss: 0.031134 | val_loss: 0.0311704 | Time: 2201.72 ms [2021-11-28 21:15:06 main:574] : INFO : Epoch 1903 | loss: 0.0311371 | val_loss: 0.0311685 | Time: 2229.27 ms [2021-11-28 21:15:08 main:574] : INFO : Epoch 1904 | loss: 0.0311359 | val_loss: 0.031172 | Time: 2225.24 ms [2021-11-28 21:15:10 main:574] : INFO : Epoch 1905 | loss: 0.031135 | val_loss: 0.0311714 | Time: 2233.8 ms [2021-11-28 21:15:13 main:574] : INFO : Epoch 1906 | loss: 0.0311371 | val_loss: 0.031176 | Time: 2194.88 ms [2021-11-28 21:15:15 main:574] : INFO : Epoch 1907 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 2232.04 ms [2021-11-28 21:15:17 main:574] : INFO : Epoch 1908 | loss: 0.0311557 | val_loss: 0.0311662 | Time: 2222.81 ms [2021-11-28 21:15:19 main:574] : INFO : Epoch 1909 | loss: 0.0311552 | val_loss: 0.031167 | Time: 2250.05 ms [2021-11-28 21:15:21 main:574] : INFO : Epoch 1910 | loss: 0.0311511 | val_loss: 0.0311673 | Time: 2206 ms [2021-11-28 21:15:24 main:574] : INFO : Epoch 1911 | loss: 0.0311481 | val_loss: 0.0311682 | Time: 2240.73 ms [2021-11-28 21:15:26 main:574] : INFO : Epoch 1912 | loss: 0.0311482 | val_loss: 0.0311705 | Time: 2230.08 ms [2021-11-28 21:15:28 main:574] : INFO : Epoch 1913 | loss: 0.031148 | val_loss: 0.0311698 | Time: 2209.97 ms [2021-11-28 21:15:30 main:574] : INFO : Epoch 1914 | loss: 0.0311485 | val_loss: 0.0311717 | Time: 2197.84 ms [2021-11-28 21:15:33 main:574] : INFO : Epoch 1915 | loss: 0.0311469 | val_loss: 0.0311695 | Time: 2237.49 ms [2021-11-28 21:15:35 main:574] : INFO : Epoch 1916 | loss: 0.0311445 | val_loss: 0.0311708 | Time: 2226.04 ms [2021-11-28 21:15:37 main:574] : INFO : Epoch 1917 | loss: 0.0311453 | val_loss: 0.0311691 | Time: 2215.25 ms [2021-11-28 21:15:39 main:574] : INFO : Epoch 1918 | loss: 0.0311446 | val_loss: 0.0311695 | Time: 2224.78 ms [2021-11-28 21:15:42 main:574] : INFO : Epoch 1919 | loss: 0.0311427 | val_loss: 0.0311722 | Time: 2222.16 ms [2021-11-28 21:15:44 main:574] : INFO : Epoch 1920 | loss: 0.0311419 | val_loss: 0.0311716 | Time: 2218.18 ms [2021-11-28 21:15:46 main:574] : INFO : Epoch 1921 | loss: 0.0311422 | val_loss: 0.0311707 | Time: 2218.31 ms [2021-11-28 21:15:48 main:574] : INFO : Epoch 1922 | loss: 0.0311446 | val_loss: 0.0311731 | Time: 2238.75 ms [2021-11-28 21:15:50 main:574] : INFO : Epoch 1923 | loss: 0.031151 | val_loss: 0.0311673 | Time: 2234.03 ms [2021-11-28 21:15:53 main:574] : INFO : Epoch 1924 | loss: 0.0311511 | val_loss: 0.0311684 | Time: 2201.47 ms [2021-11-28 21:15:55 main:574] : INFO : Epoch 1925 | loss: 0.0311496 | val_loss: 0.0311719 | Time: 2182.66 ms [2021-11-28 21:15:57 main:574] : INFO : Epoch 1926 | loss: 0.031151 | val_loss: 0.0311671 | Time: 2217.96 ms [2021-11-28 21:15:59 main:574] : INFO : Epoch 1927 | loss: 0.0311474 | val_loss: 0.03117 | Time: 2223.53 ms [2021-11-28 21:16:01 main:574] : INFO : Epoch 1928 | loss: 0.0311457 | val_loss: 0.0311681 | Time: 2188.4 ms [2021-11-28 21:16:04 main:574] : INFO : Epoch 1929 | loss: 0.0311431 | val_loss: 0.0311702 | Time: 2221.07 ms [2021-11-28 21:16:06 main:574] : INFO : Epoch 1930 | loss: 0.0311406 | val_loss: 0.0311666 | Time: 2217.24 ms [2021-11-28 21:16:08 main:574] : INFO : Epoch 1931 | loss: 0.03114 | val_loss: 0.0311681 | Time: 2195.83 ms [2021-11-28 21:16:10 main:574] : INFO : Epoch 1932 | loss: 0.0311401 | val_loss: 0.0311689 | Time: 2222.9 ms [2021-11-28 21:16:13 main:574] : INFO : Epoch 1933 | loss: 0.0311385 | val_loss: 0.0311711 | Time: 2213.77 ms [2021-11-28 21:16:15 main:574] : INFO : Epoch 1934 | loss: 0.0311375 | val_loss: 0.0311744 | Time: 2226.92 ms [2021-11-28 21:16:17 main:574] : INFO : Epoch 1935 | loss: 0.031136 | val_loss: 0.0311735 | Time: 2199.96 ms [2021-11-28 21:16:19 main:574] : INFO : Epoch 1936 | loss: 0.0311365 | val_loss: 0.0311731 | Time: 2218.73 ms [2021-11-28 21:16:21 main:574] : INFO : Epoch 1937 | loss: 0.0311359 | val_loss: 0.0311725 | Time: 2193.6 ms [2021-11-28 21:16:24 main:574] : INFO : Epoch 1938 | loss: 0.0311376 | val_loss: 0.0311722 | Time: 2183.54 ms [2021-11-28 21:16:26 main:574] : INFO : Epoch 1939 | loss: 0.0311374 | val_loss: 0.0311721 | Time: 2244.96 ms [2021-11-28 21:16:28 main:574] : INFO : Epoch 1940 | loss: 0.0311356 | val_loss: 0.0311701 | Time: 2185.91 ms [2021-11-28 21:16:30 main:574] : INFO : Epoch 1941 | loss: 0.0311357 | val_loss: 0.0311711 | Time: 2253.49 ms [2021-11-28 21:16:32 main:574] : INFO : Epoch 1942 | loss: 0.0311354 | val_loss: 0.0311731 | Time: 2176.61 ms [2021-11-28 21:16:35 main:574] : INFO : Epoch 1943 | loss: 0.0311334 | val_loss: 0.0311737 | Time: 2198.94 ms [2021-11-28 21:16:37 main:574] : INFO : Epoch 1944 | loss: 0.0311337 | val_loss: 0.0311761 | Time: 2224.21 ms [2021-11-28 21:16:39 main:574] : INFO : Epoch 1945 | loss: 0.0311334 | val_loss: 0.0311738 | Time: 2228.8 ms [2021-11-28 21:16:41 main:574] : INFO : Epoch 1946 | loss: 0.0311324 | val_loss: 0.0311712 | Time: 2190.77 ms [2021-11-28 21:16:44 main:574] : INFO : Epoch 1947 | loss: 0.0311351 | val_loss: 0.031177 | Time: 2266 ms [2021-11-28 21:16:46 main:574] : INFO : Epoch 1948 | loss: 0.0311339 | val_loss: 0.0311753 | Time: 2452.59 ms [2021-11-28 21:16:49 main:574] : INFO : Epoch 1949 | loss: 0.0311364 | val_loss: 0.0311749 | Time: 2544.21 ms [2021-11-28 21:16:51 main:574] : INFO : Epoch 1950 | loss: 0.0311323 | val_loss: 0.0311717 | Time: 2249.74 ms [2021-11-28 21:16:53 main:574] : INFO : Epoch 1951 | loss: 0.0311326 | val_loss: 0.0311744 | Time: 2236.66 ms [2021-11-28 21:16:55 main:574] : INFO : Epoch 1952 | loss: 0.0311311 | val_loss: 0.0311706 | Time: 2229.49 ms [2021-11-28 21:16:58 main:574] : INFO : Epoch 1953 | loss: 0.0311313 | val_loss: 0.0311723 | Time: 2207.34 ms [2021-11-28 21:17:00 main:574] : INFO : Epoch 1954 | loss: 0.0311298 | val_loss: 0.031176 | Time: 2230.46 ms [2021-11-28 21:17:02 main:574] : INFO : Epoch 1955 | loss: 0.0311307 | val_loss: 0.0311769 | Time: 2220.14 ms [2021-11-28 21:17:04 main:574] : INFO : Epoch 1956 | loss: 0.0311321 | val_loss: 0.0311734 | Time: 2248.37 ms [2021-11-28 21:17:07 main:574] : INFO : Epoch 1957 | loss: 0.0311335 | val_loss: 0.031177 | Time: 2225 ms [2021-11-28 21:17:09 main:574] : INFO : Epoch 1958 | loss: 0.0311327 | val_loss: 0.0311765 | Time: 2238.73 ms [2021-11-28 21:17:11 main:574] : INFO : Epoch 1959 | loss: 0.0311313 | val_loss: 0.0311737 | Time: 2210.83 ms [2021-11-28 21:17:13 main:574] : INFO : Epoch 1960 | loss: 0.0311299 | val_loss: 0.031173 | Time: 2232.98 ms [2021-11-28 21:17:15 main:574] : INFO : Epoch 1961 | loss: 0.0311296 | val_loss: 0.0311746 | Time: 2227.68 ms [2021-11-28 21:17:18 main:574] : INFO : Epoch 1962 | loss: 0.03113 | val_loss: 0.0311714 | Time: 2220.72 ms [2021-11-28 21:17:20 main:574] : INFO : Epoch 1963 | loss: 0.0311311 | val_loss: 0.0311704 | Time: 2224.45 ms [2021-11-28 21:17:22 main:574] : INFO : Epoch 1964 | loss: 0.0311375 | val_loss: 0.0311713 | Time: 2235.97 ms [2021-11-28 21:17:24 main:574] : INFO : Epoch 1965 | loss: 0.0311341 | val_loss: 0.0311698 | Time: 2217.57 ms [2021-11-28 21:17:27 main:574] : INFO : Epoch 1966 | loss: 0.0311343 | val_loss: 0.031169 | Time: 2228.37 ms [2021-11-28 21:17:29 main:574] : INFO : Epoch 1967 | loss: 0.0311326 | val_loss: 0.0311727 | Time: 2225.87 ms [2021-11-28 21:17:31 main:574] : INFO : Epoch 1968 | loss: 0.0311321 | val_loss: 0.0311736 | Time: 2208.63 ms [2021-11-28 21:17:33 main:574] : INFO : Epoch 1969 | loss: 0.0311323 | val_loss: 0.0311742 | Time: 2232.78 ms [2021-11-28 21:17:36 main:574] : INFO : Epoch 1970 | loss: 0.0311304 | val_loss: 0.0311785 | Time: 2209.78 ms [2021-11-28 21:17:38 main:574] : INFO : Epoch 1971 | loss: 0.0311289 | val_loss: 0.0311781 | Time: 2242.45 ms [2021-11-28 21:17:40 main:574] : INFO : Epoch 1972 | loss: 0.0311295 | val_loss: 0.0311792 | Time: 2232.61 ms [2021-11-28 21:17:42 main:574] : INFO : Epoch 1973 | loss: 0.0311317 | val_loss: 0.0311771 | Time: 2243.04 ms [2021-11-28 21:17:44 main:574] : INFO : Epoch 1974 | loss: 0.0311317 | val_loss: 0.0311728 | Time: 2211.28 ms [2021-11-28 21:17:47 main:574] : INFO : Epoch 1975 | loss: 0.0311325 | val_loss: 0.0311769 | Time: 2241.65 ms [2021-11-28 21:17:49 main:574] : INFO : Epoch 1976 | loss: 0.031133 | val_loss: 0.0311719 | Time: 2224.74 ms [2021-11-28 21:17:51 main:574] : INFO : Epoch 1977 | loss: 0.0311319 | val_loss: 0.031178 | Time: 2226.73 ms [2021-11-28 21:17:53 main:574] : INFO : Epoch 1978 | loss: 0.0311301 | val_loss: 0.0311732 | Time: 2208.67 ms [2021-11-28 21:17:56 main:574] : INFO : Epoch 1979 | loss: 0.0311286 | val_loss: 0.0311741 | Time: 2238.68 ms [2021-11-28 21:17:58 main:574] : INFO : Epoch 1980 | loss: 0.0311289 | val_loss: 0.0311739 | Time: 2212.88 ms [2021-11-28 21:18:00 main:574] : INFO : Epoch 1981 | loss: 0.0311289 | val_loss: 0.0311726 | Time: 2241.27 ms [2021-11-28 21:18:02 main:574] : INFO : Epoch 1982 | loss: 0.0311285 | val_loss: 0.0311769 | Time: 2264.36 ms [2021-11-28 21:18:05 main:574] : INFO : Epoch 1983 | loss: 0.0311333 | val_loss: 0.0311748 | Time: 2235.84 ms [2021-11-28 21:18:07 main:574] : INFO : Epoch 1984 | loss: 0.0311302 | val_loss: 0.031172 | Time: 2228.83 ms [2021-11-28 21:18:09 main:574] : INFO : Epoch 1985 | loss: 0.0311281 | val_loss: 0.0311761 | Time: 2234.6 ms [2021-11-28 21:18:11 main:574] : INFO : Epoch 1986 | loss: 0.031127 | val_loss: 0.0311737 | Time: 2248.75 ms [2021-11-28 21:18:14 main:574] : INFO : Epoch 1987 | loss: 0.031127 | val_loss: 0.0311765 | Time: 2216.38 ms [2021-11-28 21:18:16 main:574] : INFO : Epoch 1988 | loss: 0.0311277 | val_loss: 0.031177 | Time: 2204.83 ms [2021-11-28 21:18:18 main:574] : INFO : Epoch 1989 | loss: 0.0311265 | val_loss: 0.0311759 | Time: 2220.46 ms [2021-11-28 21:18:20 main:574] : INFO : Epoch 1990 | loss: 0.0311262 | val_loss: 0.0311765 | Time: 2231.36 ms [2021-11-28 21:18:22 main:574] : INFO : Epoch 1991 | loss: 0.0311235 | val_loss: 0.0311791 | Time: 2203.78 ms [2021-11-28 21:18:25 main:574] : INFO : Epoch 1992 | loss: 0.0311252 | val_loss: 0.0311759 | Time: 2228.14 ms [2021-11-28 21:18:27 main:574] : INFO : Epoch 1993 | loss: 0.0311262 | val_loss: 0.0311761 | Time: 2221.52 ms [2021-11-28 21:18:29 main:574] : INFO : Epoch 1994 | loss: 0.0311272 | val_loss: 0.031175 | Time: 2218.41 ms [2021-11-28 21:18:31 main:574] : INFO : Epoch 1995 | loss: 0.031132 | val_loss: 0.03117 | Time: 2248.92 ms [2021-11-28 21:18:34 main:574] : INFO : Epoch 1996 | loss: 0.0311333 | val_loss: 0.0311763 | Time: 2229.62 ms [2021-11-28 21:18:36 main:574] : INFO : Epoch 1997 | loss: 0.031134 | val_loss: 0.0311707 | Time: 2226.45 ms [2021-11-28 21:18:38 main:574] : INFO : Epoch 1998 | loss: 0.0311347 | val_loss: 0.0311721 | Time: 2211.14 ms [2021-11-28 21:18:40 main:574] : INFO : Epoch 1999 | loss: 0.0311331 | val_loss: 0.0311678 | Time: 2211.83 ms [2021-11-28 21:18:42 main:574] : INFO : Epoch 2000 | loss: 0.0311344 | val_loss: 0.0311684 | Time: 2253.59 ms [2021-11-28 21:18:45 main:574] : INFO : Epoch 2001 | loss: 0.0311315 | val_loss: 0.0311724 | Time: 2204.15 ms [2021-11-28 21:18:47 main:574] : INFO : Epoch 2002 | loss: 0.03113 | val_loss: 0.0311718 | Time: 2214.43 ms [2021-11-28 21:18:49 main:574] : INFO : Epoch 2003 | loss: 0.0311288 | val_loss: 0.0311736 | Time: 2231.27 ms [2021-11-28 21:18:51 main:574] : INFO : Epoch 2004 | loss: 0.0311305 | val_loss: 0.0311725 | Time: 2224.29 ms [2021-11-28 21:18:54 main:574] : INFO : Epoch 2005 | loss: 0.0311354 | val_loss: 0.0311709 | Time: 2184.72 ms [2021-11-28 21:18:56 main:574] : INFO : Epoch 2006 | loss: 0.0311331 | val_loss: 0.0311721 | Time: 2224.23 ms [2021-11-28 21:18:58 main:574] : INFO : Epoch 2007 | loss: 0.031133 | val_loss: 0.0311729 | Time: 2226.28 ms [2021-11-28 21:19:00 main:574] : INFO : Epoch 2008 | loss: 0.0311311 | val_loss: 0.0311697 | Time: 2236.72 ms [2021-11-28 21:19:02 main:574] : INFO : Epoch 2009 | loss: 0.0311299 | val_loss: 0.0311706 | Time: 2213.28 ms [2021-11-28 21:19:05 main:574] : INFO : Epoch 2010 | loss: 0.0311301 | val_loss: 0.0311731 | Time: 2216.54 ms [2021-11-28 21:19:07 main:574] : INFO : Epoch 2011 | loss: 0.0311286 | val_loss: 0.031176 | Time: 2217.76 ms [2021-11-28 21:19:09 main:574] : INFO : Epoch 2012 | loss: 0.0311297 | val_loss: 0.0311746 | Time: 2231.16 ms [2021-11-28 21:19:11 main:574] : INFO : Epoch 2013 | loss: 0.031128 | val_loss: 0.0311697 | Time: 2193.79 ms [2021-11-28 21:19:14 main:574] : INFO : Epoch 2014 | loss: 0.0311286 | val_loss: 0.0311741 | Time: 2199.43 ms [2021-11-28 21:19:16 main:574] : INFO : Epoch 2015 | loss: 0.0311301 | val_loss: 0.0311733 | Time: 2225.88 ms [2021-11-28 21:19:18 main:574] : INFO : Epoch 2016 | loss: 0.0311316 | val_loss: 0.0311757 | Time: 2232.65 ms [2021-11-28 21:19:20 main:574] : INFO : Epoch 2017 | loss: 0.0311362 | val_loss: 0.0311783 | Time: 2238.11 ms [2021-11-28 21:19:22 main:574] : INFO : Epoch 2018 | loss: 0.0311341 | val_loss: 0.031176 | Time: 2195.23 ms [2021-11-28 21:19:25 main:574] : INFO : Epoch 2019 | loss: 0.0311366 | val_loss: 0.0311722 | Time: 2227.77 ms [2021-11-28 21:19:27 main:574] : INFO : Epoch 2020 | loss: 0.0311354 | val_loss: 0.0311693 | Time: 2231.46 ms [2021-11-28 21:19:29 main:574] : INFO : Epoch 2021 | loss: 0.0311335 | val_loss: 0.0311711 | Time: 2226.54 ms [2021-11-28 21:19:31 main:574] : INFO : Epoch 2022 | loss: 0.0311327 | val_loss: 0.0311731 | Time: 2231.2 ms [2021-11-28 21:19:34 main:574] : INFO : Epoch 2023 | loss: 0.0311321 | val_loss: 0.0311762 | Time: 2245.64 ms [2021-11-28 21:19:36 main:574] : INFO : Epoch 2024 | loss: 0.0311337 | val_loss: 0.0311717 | Time: 2221.05 ms [2021-11-28 21:19:38 main:574] : INFO : Epoch 2025 | loss: 0.0311344 | val_loss: 0.0311677 | Time: 2238.47 ms [2021-11-28 21:19:40 main:574] : INFO : Epoch 2026 | loss: 0.0311336 | val_loss: 0.0311721 | Time: 2251.28 ms [2021-11-28 21:19:43 main:574] : INFO : Epoch 2027 | loss: 0.0311344 | val_loss: 0.0311706 | Time: 2220.96 ms [2021-11-28 21:19:45 main:574] : INFO : Epoch 2028 | loss: 0.0311331 | val_loss: 0.031171 | Time: 2251.63 ms [2021-11-28 21:19:47 main:574] : INFO : Epoch 2029 | loss: 0.0311351 | val_loss: 0.0311771 | Time: 2238.95 ms [2021-11-28 21:19:49 main:574] : INFO : Epoch 2030 | loss: 0.031134 | val_loss: 0.031174 | Time: 2228.43 ms [2021-11-28 21:19:52 main:574] : INFO : Epoch 2031 | loss: 0.0311315 | val_loss: 0.0311708 | Time: 2229.65 ms [2021-11-28 21:19:54 main:574] : INFO : Epoch 2032 | loss: 0.0311333 | val_loss: 0.0311703 | Time: 2242.96 ms [2021-11-28 21:19:56 main:574] : INFO : Epoch 2033 | loss: 0.0311355 | val_loss: 0.0311724 | Time: 2230.54 ms [2021-11-28 21:19:58 main:574] : INFO : Epoch 2034 | loss: 0.0311336 | val_loss: 0.0311725 | Time: 2220.22 ms [2021-11-28 21:20:00 main:574] : INFO : Epoch 2035 | loss: 0.0311349 | val_loss: 0.0311716 | Time: 2232.75 ms [2021-11-28 21:20:03 main:574] : INFO : Epoch 2036 | loss: 0.0311349 | val_loss: 0.031167 | Time: 2183.55 ms [2021-11-28 21:20:05 main:574] : INFO : Epoch 2037 | loss: 0.0311355 | val_loss: 0.031172 | Time: 2198.78 ms [2021-11-28 21:20:07 main:574] : INFO : Epoch 2038 | loss: 0.0311343 | val_loss: 0.0311714 | Time: 2200.55 ms [2021-11-28 21:20:09 main:574] : INFO : Epoch 2039 | loss: 0.0311341 | val_loss: 0.0311729 | Time: 2218.22 ms [2021-11-28 21:20:12 main:574] : INFO : Epoch 2040 | loss: 0.0311331 | val_loss: 0.0311745 | Time: 2239.48 ms [2021-11-28 21:20:14 main:574] : INFO : Epoch 2041 | loss: 0.031136 | val_loss: 0.0311708 | Time: 2236.14 ms [2021-11-28 21:20:16 main:574] : INFO : Epoch 2042 | loss: 0.0311345 | val_loss: 0.03117 | Time: 2206.33 ms [2021-11-28 21:20:18 main:574] : INFO : Epoch 2043 | loss: 0.0311316 | val_loss: 0.0311728 | Time: 2231.88 ms [2021-11-28 21:20:20 main:574] : INFO : Epoch 2044 | loss: 0.0311307 | val_loss: 0.0311757 | Time: 2203.1 ms [2021-11-28 21:20:23 main:574] : INFO : Epoch 2045 | loss: 0.0311317 | val_loss: 0.0311818 | Time: 2214.56 ms [2021-11-28 21:20:25 main:574] : INFO : Epoch 2046 | loss: 0.0311331 | val_loss: 0.0311695 | Time: 2196.36 ms [2021-11-28 21:20:27 main:574] : INFO : Epoch 2047 | loss: 0.0311362 | val_loss: 0.0311735 | Time: 2225.49 ms [2021-11-28 21:20:29 main:574] : INFO : Epoch 2048 | loss: 0.0311337 | val_loss: 0.0311712 | Time: 2236.78 ms [2021-11-28 21:20:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311712 [2021-11-28 21:20:29 main:603] : INFO : Saving end state to config to file [2021-11-28 21:20:29 main:608] : INFO : Success, exiting.. 21:20:29 (13000): 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)