Task 7663262
| Name | ParityModified-1631734677-9726-1_1 |
| Workunit | 5139694 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:09:00 UTC |
| Report deadline | 5 Oct 2021, 2:09:00 UTC |
| Received | 29 Sep 2021, 13:02:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14620 |
| Run time | 1 hours 19 min 49 sec |
| CPU time | 1 hours 19 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,426.46 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.86 GB |
| Peak swap size | 4.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.3</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311449 | val_loss: 0.0311609 | Time: 1493.58 ms
[2021-09-29 05:52:05 main:574] : INFO : Epoch 1543 | loss: 0.0311418 | val_loss: 0.0311605 | Time: 1413.38 ms
[2021-09-29 05:52:06 main:574] : INFO : Epoch 1544 | loss: 0.0311406 | val_loss: 0.0311694 | Time: 835.183 ms
[2021-09-29 05:52:07 main:574] : INFO : Epoch 1545 | loss: 0.0311401 | val_loss: 0.0311617 | Time: 1442.69 ms
[2021-09-29 05:52:09 main:574] : INFO : Epoch 1546 | loss: 0.0311391 | val_loss: 0.0311641 | Time: 1487.51 ms
[2021-09-29 05:52:09 main:574] : INFO : Epoch 1547 | loss: 0.0311386 | val_loss: 0.0311645 | Time: 904.823 ms
[2021-09-29 05:52:11 main:574] : INFO : Epoch 1548 | loss: 0.0311379 | val_loss: 0.0311637 | Time: 1364.94 ms
[2021-09-29 05:52:12 main:574] : INFO : Epoch 1549 | loss: 0.0311382 | val_loss: 0.0311656 | Time: 1486.7 ms
[2021-09-29 05:52:13 main:574] : INFO : Epoch 1550 | loss: 0.0311373 | val_loss: 0.0311635 | Time: 1002.82 ms
[2021-09-29 05:52:14 main:574] : INFO : Epoch 1551 | loss: 0.0311379 | val_loss: 0.0311627 | Time: 1183.11 ms
[2021-09-29 05:52:16 main:574] : INFO : Epoch 1552 | loss: 0.0311376 | val_loss: 0.03116 | Time: 1521.95 ms
[2021-09-29 05:52:17 main:574] : INFO : Epoch 1553 | loss: 0.0311362 | val_loss: 0.0311654 | Time: 1151.57 ms
[2021-09-29 05:52:18 main:574] : INFO : Epoch 1554 | loss: 0.031141 | val_loss: 0.0311689 | Time: 1077.09 ms
[2021-09-29 05:52:20 main:574] : INFO : Epoch 1555 | loss: 0.0311388 | val_loss: 0.0311728 | Time: 1506.17 ms
[2021-09-29 05:52:21 main:574] : INFO : Epoch 1556 | loss: 0.0319276 | val_loss: 0.0328883 | Time: 1239.6 ms
[2021-09-29 05:52:22 main:574] : INFO : Epoch 1557 | loss: 0.0352336 | val_loss: 0.0316864 | Time: 957.437 ms
[2021-09-29 05:52:23 main:574] : INFO : Epoch 1558 | loss: 0.0316789 | val_loss: 0.0313989 | Time: 1466.53 ms
[2021-09-29 05:52:25 main:574] : INFO : Epoch 1559 | loss: 0.0312854 | val_loss: 0.0312149 | Time: 1372.44 ms
[2021-09-29 05:52:26 main:574] : INFO : Epoch 1560 | loss: 0.031182 | val_loss: 0.0311718 | Time: 834.096 ms
[2021-09-29 05:52:27 main:574] : INFO : Epoch 1561 | loss: 0.031164 | val_loss: 0.031164 | Time: 1503.67 ms
[2021-09-29 05:52:29 main:574] : INFO : Epoch 1562 | loss: 0.0311554 | val_loss: 0.0311623 | Time: 1482.36 ms
[2021-09-29 05:52:30 main:574] : INFO : Epoch 1563 | loss: 0.0311506 | val_loss: 0.0311605 | Time: 867.716 ms
[2021-09-29 05:52:31 main:574] : INFO : Epoch 1564 | loss: 0.0311478 | val_loss: 0.0311624 | Time: 1355.66 ms
[2021-09-29 05:52:32 main:574] : INFO : Epoch 1565 | loss: 0.0311463 | val_loss: 0.0311613 | Time: 1461.78 ms
[2021-09-29 05:52:33 main:574] : INFO : Epoch 1566 | loss: 0.031145 | val_loss: 0.031159 | Time: 981.163 ms
[2021-09-29 05:52:35 main:574] : INFO : Epoch 1567 | loss: 0.0311442 | val_loss: 0.031158 | Time: 1216.87 ms
[2021-09-29 05:52:36 main:574] : INFO : Epoch 1568 | loss: 0.0311434 | val_loss: 0.0311574 | Time: 1478.52 ms
[2021-09-29 05:52:37 main:574] : INFO : Epoch 1569 | loss: 0.0311414 | val_loss: 0.0311561 | Time: 1115.71 ms
[2021-09-29 05:52:38 main:574] : INFO : Epoch 1570 | loss: 0.0311397 | val_loss: 0.0311565 | Time: 1044.43 ms
[2021-09-29 05:52:40 main:574] : INFO : Epoch 1571 | loss: 0.0311397 | val_loss: 0.0311604 | Time: 1494.15 ms
[2021-09-29 05:52:41 main:574] : INFO : Epoch 1572 | loss: 0.0311415 | val_loss: 0.0311585 | Time: 1280.34 ms
[2021-09-29 05:52:42 main:574] : INFO : Epoch 1573 | loss: 0.0311387 | val_loss: 0.031157 | Time: 947.399 ms
[2021-09-29 05:52:43 main:574] : INFO : Epoch 1574 | loss: 0.0311376 | val_loss: 0.031157 | Time: 1518.85 ms
[2021-09-29 05:52:45 main:574] : INFO : Epoch 1575 | loss: 0.0311367 | val_loss: 0.0311583 | Time: 1385.1 ms
[2021-09-29 05:52:46 main:574] : INFO : Epoch 1576 | loss: 0.031137 | val_loss: 0.031161 | Time: 832.71 ms
[2021-09-29 05:52:47 main:574] : INFO : Epoch 1577 | loss: 0.0311376 | val_loss: 0.0311632 | Time: 1494.86 ms
[2021-09-29 05:52:49 main:574] : INFO : Epoch 1578 | loss: 0.031136 | val_loss: 0.0311615 | Time: 1492.76 ms
[2021-09-29 05:52:50 main:574] : INFO : Epoch 1579 | loss: 0.0311363 | val_loss: 0.0311612 | Time: 841.074 ms
[2021-09-29 05:52:51 main:574] : INFO : Epoch 1580 | loss: 0.03114 | val_loss: 0.03116 | Time: 1357.14 ms
[2021-09-29 05:52:52 main:574] : INFO : Epoch 1581 | loss: 0.031138 | val_loss: 0.0311584 | Time: 1467.07 ms
[2021-09-29 05:52:53 main:574] : INFO : Epoch 1582 | loss: 0.031137 | val_loss: 0.0311589 | Time: 992.84 ms
[2021-09-29 05:52:55 main:574] : INFO : Epoch 1583 | loss: 0.0311371 | val_loss: 0.0311603 | Time: 1212.48 ms
[2021-09-29 05:52:56 main:574] : INFO : Epoch 1584 | loss: 0.0311357 | val_loss: 0.0311581 | Time: 1498.9 ms
[2021-09-29 05:52:57 main:574] : INFO : Epoch 1585 | loss: 0.031135 | val_loss: 0.0311621 | Time: 1130.33 ms
[2021-09-29 05:52:58 main:574] : INFO : Epoch 1586 | loss: 0.0311347 | val_loss: 0.031164 | Time: 1055.1 ms
[2021-09-29 05:53:00 main:574] : INFO : Epoch 1587 | loss: 0.0311342 | val_loss: 0.0311637 | Time: 1485.4 ms
[2021-09-29 05:53:01 main:574] : INFO : Epoch 1588 | loss: 0.0311337 | val_loss: 0.031165 | Time: 1302.02 ms
[2021-09-29 05:53:02 main:574] : INFO : Epoch 1589 | loss: 0.0311329 | val_loss: 0.0311601 | Time: 974.695 ms
[2021-09-29 05:53:04 main:574] : INFO : Epoch 1590 | loss: 0.0311318 | val_loss: 0.0311668 | Time: 1504.2 ms
[2021-09-29 05:53:05 main:574] : INFO : Epoch 1591 | loss: 0.0311323 | val_loss: 0.0311641 | Time: 1358.19 ms
[2021-09-29 05:53:06 main:574] : INFO : Epoch 1592 | loss: 0.0311315 | val_loss: 0.0311615 | Time: 829.053 ms
[2021-09-29 05:53:07 main:574] : INFO : Epoch 1593 | loss: 0.0311324 | val_loss: 0.0311642 | Time: 1463.27 ms
[2021-09-29 05:53:09 main:574] : INFO : Epoch 1594 | loss: 0.0311334 | val_loss: 0.0311617 | Time: 1484.72 ms
[2021-09-29 05:53:10 main:574] : INFO : Epoch 1595 | loss: 0.0311313 | val_loss: 0.0311625 | Time: 848.137 ms
[2021-09-29 05:53:11 main:574] : INFO : Epoch 1596 | loss: 0.0311302 | val_loss: 0.0311637 | Time: 1386.19 ms
[2021-09-29 05:53:13 main:574] : INFO : Epoch 1597 | loss: 0.0311299 | val_loss: 0.0311662 | Time: 1489.61 ms
[2021-09-29 05:53:13 main:574] : INFO : Epoch 1598 | loss: 0.0311301 | val_loss: 0.0311653 | Time: 969.886 ms
[2021-09-29 05:53:15 main:574] : INFO : Epoch 1599 | loss: 0.0311313 | val_loss: 0.0311651 | Time: 1211.85 ms
[2021-09-29 05:53:16 main:574] : INFO : Epoch 1600 | loss: 0.0311311 | val_loss: 0.031166 | Time: 1484.34 ms
[2021-09-29 05:53:17 main:574] : INFO : Epoch 1601 | loss: 0.0311288 | val_loss: 0.0311654 | Time: 1146.79 ms
[2021-09-29 05:53:18 main:574] : INFO : Epoch 1602 | loss: 0.0311291 | val_loss: 0.0311682 | Time: 1051.99 ms
[2021-09-29 05:53:20 main:574] : INFO : Epoch 1603 | loss: 0.0311309 | val_loss: 0.0311642 | Time: 1487.69 ms
[2021-09-29 05:53:21 main:574] : INFO : Epoch 1604 | loss: 0.0311324 | val_loss: 0.0311619 | Time: 1291.34 ms
[2021-09-29 05:53:22 main:574] : INFO : Epoch 1605 | loss: 0.0311348 | val_loss: 0.0311673 | Time: 966.739 ms
[2021-09-29 05:53:24 main:574] : INFO : Epoch 1606 | loss: 0.0311381 | val_loss: 0.0311649 | Time: 1492.5 ms
[2021-09-29 05:53:25 main:574] : INFO : Epoch 1607 | loss: 0.0311367 | val_loss: 0.031164 | Time: 1400.01 ms
[2021-09-29 05:53:26 main:574] : INFO : Epoch 1608 | loss: 0.0311361 | val_loss: 0.0311644 | Time: 830.039 ms
[2021-09-29 05:53:27 main:574] : INFO : Epoch 1609 | loss: 0.0311365 | val_loss: 0.0311644 | Time: 1488.37 ms
[2021-09-29 05:53:29 main:574] : INFO : Epoch 1610 | loss: 0.0311338 | val_loss: 0.0311645 | Time: 1500.66 ms
[2021-09-29 05:53:30 main:574] : INFO : Epoch 1611 | loss: 0.0311334 | val_loss: 0.0311641 | Time: 833.04 ms
[2021-09-29 05:53:31 main:574] : INFO : Epoch 1612 | loss: 0.0311326 | val_loss: 0.0311646 | Time: 1357.22 ms
[2021-09-29 05:53:33 main:574] : INFO : Epoch 1613 | loss: 0.0311309 | val_loss: 0.0311672 | Time: 1499.48 ms
[2021-09-29 05:53:34 main:574] : INFO : Epoch 1614 | loss: 0.0311313 | val_loss: 0.0311655 | Time: 982.569 ms
[2021-09-29 05:53:35 main:574] : INFO : Epoch 1615 | loss: 0.0311316 | val_loss: 0.0311648 | Time: 1217.06 ms
[2021-09-29 05:53:36 main:574] : INFO : Epoch 1616 | loss: 0.0311315 | val_loss: 0.0311644 | Time: 1484.85 ms
[2021-09-29 05:53:37 main:574] : INFO : Epoch 1617 | loss: 0.0311313 | val_loss: 0.0311636 | Time: 1133.07 ms
[2021-09-29 05:53:39 main:574] : INFO : Epoch 1618 | loss: 0.0311299 | val_loss: 0.0311661 | Time: 1092.96 ms
[2021-09-29 05:53:40 main:574] : INFO : Epoch 1619 | loss: 0.0311302 | val_loss: 0.0311673 | Time: 1491.59 ms
[2021-09-29 05:53:41 main:574] : INFO : Epoch 1620 | loss: 0.0311302 | val_loss: 0.0311667 | Time: 1242.93 ms
[2021-09-29 05:53:42 main:574] : INFO : Epoch 1621 | loss: 0.0311306 | val_loss: 0.0311681 | Time: 958.643 ms
[2021-09-29 05:53:44 main:574] : INFO : Epoch 1622 | loss: 0.0311291 | val_loss: 0.0311636 | Time: 1505.23 ms
[2021-09-29 05:53:45 main:574] : INFO : Epoch 1623 | loss: 0.0311283 | val_loss: 0.0311648 | Time: 1362.42 ms
[2021-09-29 05:53:46 main:574] : INFO : Epoch 1624 | loss: 0.0311308 | val_loss: 0.0311642 | Time: 835.721 ms
[2021-09-29 05:53:47 main:574] : INFO : Epoch 1625 | loss: 0.0311304 | val_loss: 0.0311685 | Time: 1472.88 ms
[2021-09-29 05:53:49 main:574] : INFO : Epoch 1626 | loss: 0.0311312 | val_loss: 0.0311623 | Time: 1497.17 ms
[2021-09-29 05:53:50 main:574] : INFO : Epoch 1627 | loss: 0.031135 | val_loss: 0.0311629 | Time: 841.977 ms
[2021-09-29 05:53:51 main:574] : INFO : Epoch 1628 | loss: 0.0311335 | val_loss: 0.0311623 | Time: 1349.27 ms
[2021-09-29 05:53:53 main:574] : INFO : Epoch 1629 | loss: 0.0311336 | val_loss: 0.0311592 | Time: 1519.82 ms
[2021-09-29 05:53:54 main:574] : INFO : Epoch 1630 | loss: 0.0311342 | val_loss: 0.0311578 | Time: 970.018 ms
[2021-09-29 05:53:55 main:574] : INFO : Epoch 1631 | loss: 0.0311362 | val_loss: 0.0311638 | Time: 1239.86 ms
[2021-09-29 05:53:56 main:574] : INFO : Epoch 1632 | loss: 0.031134 | val_loss: 0.0311579 | Time: 1468.8 ms
[2021-09-29 05:53:58 main:574] : INFO : Epoch 1633 | loss: 0.0311314 | val_loss: 0.0311602 | Time: 1125.55 ms
[2021-09-29 05:53:59 main:574] : INFO : Epoch 1634 | loss: 0.0311314 | val_loss: 0.0311614 | Time: 1089.32 ms
[2021-09-29 05:54:00 main:574] : INFO : Epoch 1635 | loss: 0.0311312 | val_loss: 0.0311625 | Time: 1486.98 ms
[2021-09-29 05:54:01 main:574] : INFO : Epoch 1636 | loss: 0.0311323 | val_loss: 0.0311604 | Time: 1252.99 ms
[2021-09-29 05:54:02 main:574] : INFO : Epoch 1637 | loss: 0.03113 | val_loss: 0.0311595 | Time: 941.517 ms
[2021-09-29 05:54:04 main:574] : INFO : Epoch 1638 | loss: 0.03113 | val_loss: 0.0311619 | Time: 1494.87 ms
[2021-09-29 05:54:05 main:574] : INFO : Epoch 1639 | loss: 0.0311318 | val_loss: 0.031161 | Time: 1381.15 ms
[2021-09-29 05:54:06 main:574] : INFO : Epoch 1640 | loss: 0.0311355 | val_loss: 0.0311601 | Time: 832.088 ms
[2021-09-29 05:54:08 main:574] : INFO : Epoch 1641 | loss: 0.0311342 | val_loss: 0.0311579 | Time: 1492.25 ms
[2021-09-29 05:54:09 main:574] : INFO : Epoch 1642 | loss: 0.0311333 | val_loss: 0.0311724 | Time: 1460.99 ms
[2021-09-29 05:54:10 main:574] : INFO : Epoch 1643 | loss: 0.0311339 | val_loss: 0.0311663 | Time: 880.869 ms
[2021-09-29 05:54:11 main:574] : INFO : Epoch 1644 | loss: 0.0311357 | val_loss: 0.0311649 | Time: 1324.03 ms
[2021-09-29 05:54:13 main:574] : INFO : Epoch 1645 | loss: 0.0311374 | val_loss: 0.0311612 | Time: 1472.6 ms
[2021-09-29 05:54:14 main:574] : INFO : Epoch 1646 | loss: 0.0311355 | val_loss: 0.0311596 | Time: 984.919 ms
[2021-09-29 05:54:15 main:574] : INFO : Epoch 1647 | loss: 0.0311335 | val_loss: 0.0311582 | Time: 1182.51 ms
[2021-09-29 05:54:16 main:574] : INFO : Epoch 1648 | loss: 0.0311325 | val_loss: 0.0311608 | Time: 1461.74 ms
[2021-09-29 05:54:18 main:574] : INFO : Epoch 1649 | loss: 0.0311331 | val_loss: 0.0311623 | Time: 1175.27 ms
[2021-09-29 05:54:19 main:574] : INFO : Epoch 1650 | loss: 0.0311332 | val_loss: 0.0311642 | Time: 1026.93 ms
[2021-09-29 05:54:20 main:574] : INFO : Epoch 1651 | loss: 0.0311321 | val_loss: 0.0311576 | Time: 1492.78 ms
[2021-09-29 05:54:21 main:574] : INFO : Epoch 1652 | loss: 0.0311331 | val_loss: 0.0311622 | Time: 1314.14 ms
[2021-09-29 05:54:22 main:574] : INFO : Epoch 1653 | loss: 0.0311323 | val_loss: 0.0311625 | Time: 862.374 ms
[2021-09-29 05:54:24 main:574] : INFO : Epoch 1654 | loss: 0.0311344 | val_loss: 0.0311615 | Time: 1466.06 ms
[2021-09-29 05:54:25 main:574] : INFO : Epoch 1655 | loss: 0.0311418 | val_loss: 0.0311614 | Time: 1455.24 ms
[2021-09-29 05:54:26 main:574] : INFO : Epoch 1656 | loss: 0.0311427 | val_loss: 0.0311619 | Time: 838.657 ms
[2021-09-29 05:54:27 main:574] : INFO : Epoch 1657 | loss: 0.0311427 | val_loss: 0.0311629 | Time: 1426.19 ms
[2021-09-29 05:54:29 main:574] : INFO : Epoch 1658 | loss: 0.0311485 | val_loss: 0.0311625 | Time: 1466.68 ms
[2021-09-29 05:54:30 main:574] : INFO : Epoch 1659 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 963.877 ms
[2021-09-29 05:54:31 main:574] : INFO : Epoch 1660 | loss: 0.0311522 | val_loss: 0.0311599 | Time: 1267.84 ms
[2021-09-29 05:54:33 main:574] : INFO : Epoch 1661 | loss: 0.0311509 | val_loss: 0.0311621 | Time: 1449.76 ms
[2021-09-29 05:54:34 main:574] : INFO : Epoch 1662 | loss: 0.0311477 | val_loss: 0.0311625 | Time: 1067.34 ms
[2021-09-29 05:54:35 main:574] : INFO : Epoch 1663 | loss: 0.0311459 | val_loss: 0.0311614 | Time: 1118.83 ms
[2021-09-29 05:54:36 main:574] : INFO : Epoch 1664 | loss: 0.0311438 | val_loss: 0.0311608 | Time: 1514.74 ms
[2021-09-29 05:54:38 main:574] : INFO : Epoch 1665 | loss: 0.0311413 | val_loss: 0.0311595 | Time: 1223.95 ms
[2021-09-29 05:54:39 main:574] : INFO : Epoch 1666 | loss: 0.0311396 | val_loss: 0.03116 | Time: 977.458 ms
[2021-09-29 05:54:40 main:574] : INFO : Epoch 1667 | loss: 0.031139 | val_loss: 0.0311624 | Time: 1462.4 ms
[2021-09-29 05:54:41 main:574] : INFO : Epoch 1668 | loss: 0.0311405 | val_loss: 0.031162 | Time: 1372.52 ms
[2021-09-29 05:54:42 main:574] : INFO : Epoch 1669 | loss: 0.0311424 | val_loss: 0.0311639 | Time: 836.185 ms
[2021-09-29 05:54:44 main:574] : INFO : Epoch 1670 | loss: 0.0311401 | val_loss: 0.0311624 | Time: 1481.53 ms
[2021-09-29 05:54:45 main:574] : INFO : Epoch 1671 | loss: 0.0311389 | val_loss: 0.0311631 | Time: 1459.47 ms
[2021-09-29 05:54:46 main:574] : INFO : Epoch 1672 | loss: 0.0311402 | val_loss: 0.0311646 | Time: 848.242 ms
[2021-09-29 05:54:47 main:574] : INFO : Epoch 1673 | loss: 0.0311447 | val_loss: 0.0311617 | Time: 1357.33 ms
[2021-09-29 05:54:49 main:574] : INFO : Epoch 1674 | loss: 0.0311489 | val_loss: 0.0311625 | Time: 1476.4 ms
[2021-09-29 05:54:50 main:574] : INFO : Epoch 1675 | loss: 0.0311537 | val_loss: 0.0311629 | Time: 1002.57 ms
[2021-09-29 05:54:51 main:574] : INFO : Epoch 1676 | loss: 0.0311542 | val_loss: 0.0311579 | Time: 1229.52 ms
[2021-09-29 05:54:53 main:574] : INFO : Epoch 1677 | loss: 0.031152 | val_loss: 0.0311581 | Time: 1513.23 ms
[2021-09-29 05:54:54 main:574] : INFO : Epoch 1678 | loss: 0.0311494 | val_loss: 0.0311553 | Time: 1086.48 ms
[2021-09-29 05:54:55 main:574] : INFO : Epoch 1679 | loss: 0.0311465 | val_loss: 0.0311579 | Time: 1105.29 ms
[2021-09-29 05:54:56 main:574] : INFO : Epoch 1680 | loss: 0.0311474 | val_loss: 0.0311576 | Time: 1491.44 ms
[2021-09-29 05:54:58 main:574] : INFO : Epoch 1681 | loss: 0.0311481 | val_loss: 0.0311629 | Time: 1238.24 ms
[2021-09-29 05:54:59 main:574] : INFO : Epoch 1682 | loss: 0.0311483 | val_loss: 0.0311551 | Time: 1003.21 ms
[2021-09-29 05:55:00 main:574] : INFO : Epoch 1683 | loss: 0.031147 | val_loss: 0.0311557 | Time: 1522.22 ms
[2021-09-29 05:55:02 main:574] : INFO : Epoch 1684 | loss: 0.031144 | val_loss: 0.0311574 | Time: 1373.52 ms
[2021-09-29 05:55:02 main:574] : INFO : Epoch 1685 | loss: 0.0311423 | val_loss: 0.0311579 | Time: 882.63 ms
[2021-09-29 05:55:04 main:574] : INFO : Epoch 1686 | loss: 0.0311418 | val_loss: 0.0311587 | Time: 1498.26 ms
[2021-09-29 05:55:05 main:574] : INFO : Epoch 1687 | loss: 0.0311426 | val_loss: 0.0311595 | Time: 1457.61 ms
[2021-09-29 05:55:06 main:574] : INFO : Epoch 1688 | loss: 0.0311412 | val_loss: 0.0311562 | Time: 831.953 ms
[2021-09-29 05:55:08 main:574] : INFO : Epoch 1689 | loss: 0.0311405 | val_loss: 0.0311577 | Time: 1441.76 ms
[2021-09-29 05:55:09 main:574] : INFO : Epoch 1690 | loss: 0.0311406 | val_loss: 0.0311569 | Time: 1477.11 ms
[2021-09-29 05:55:10 main:574] : INFO : Epoch 1691 | loss: 0.0311391 | val_loss: 0.0311574 | Time: 921.786 ms
[2021-09-29 05:55:11 main:574] : INFO : Epoch 1692 | loss: 0.031138 | val_loss: 0.0311574 | Time: 1264.82 ms
[2021-09-29 05:55:13 main:574] : INFO : Epoch 1693 | loss: 0.0311379 | val_loss: 0.0311568 | Time: 1485.78 ms
[2021-09-29 05:55:14 main:574] : INFO : Epoch 1694 | loss: 0.0311408 | val_loss: 0.0311555 | Time: 1027.85 ms
[2021-09-29 05:55:15 main:574] : INFO : Epoch 1695 | loss: 0.0311419 | val_loss: 0.0311558 | Time: 1122.12 ms
[2021-09-29 05:55:17 main:574] : INFO : Epoch 1696 | loss: 0.0311403 | val_loss: 0.0311577 | Time: 1495.33 ms
[2021-09-29 05:55:18 main:574] : INFO : Epoch 1697 | loss: 0.0311385 | val_loss: 0.031154 | Time: 1225.62 ms
[2021-09-29 05:55:19 main:574] : INFO : Epoch 1698 | loss: 0.0311385 | val_loss: 0.0311567 | Time: 992.754 ms
[2021-09-29 05:55:20 main:574] : INFO : Epoch 1699 | loss: 0.0311382 | val_loss: 0.0311555 | Time: 1487.87 ms
[2021-09-29 05:55:22 main:574] : INFO : Epoch 1700 | loss: 0.0311429 | val_loss: 0.031164 | Time: 1365.28 ms
[2021-09-29 05:55:22 main:574] : INFO : Epoch 1701 | loss: 0.0311592 | val_loss: 0.0311617 | Time: 854.538 ms
[2021-09-29 05:55:24 main:574] : INFO : Epoch 1702 | loss: 0.0311545 | val_loss: 0.0311573 | Time: 1476.56 ms
[2021-09-29 05:55:25 main:574] : INFO : Epoch 1703 | loss: 0.0311532 | val_loss: 0.0311599 | Time: 1464.62 ms
[2021-09-29 05:55:26 main:574] : INFO : Epoch 1704 | loss: 0.0311513 | val_loss: 0.0311598 | Time: 842.109 ms
[2021-09-29 05:55:28 main:574] : INFO : Epoch 1705 | loss: 0.0311494 | val_loss: 0.0311584 | Time: 1361.43 ms
[2021-09-29 05:55:29 main:574] : INFO : Epoch 1706 | loss: 0.0311471 | val_loss: 0.0311592 | Time: 1474.82 ms
[2021-09-29 05:55:30 main:574] : INFO : Epoch 1707 | loss: 0.0311463 | val_loss: 0.0311609 | Time: 970.575 ms
[2021-09-29 05:55:31 main:574] : INFO : Epoch 1708 | loss: 0.0311464 | val_loss: 0.0311598 | Time: 1247.64 ms
[2021-09-29 05:55:33 main:574] : INFO : Epoch 1709 | loss: 0.0311457 | val_loss: 0.0311616 | Time: 1548.37 ms
[2021-09-29 05:55:34 main:574] : INFO : Epoch 1710 | loss: 0.0311449 | val_loss: 0.0311589 | Time: 1069.99 ms
[2021-09-29 05:55:35 main:574] : INFO : Epoch 1711 | loss: 0.0311454 | val_loss: 0.0311571 | Time: 1117.99 ms
[2021-09-29 05:55:37 main:574] : INFO : Epoch 1712 | loss: 0.0311439 | val_loss: 0.0311574 | Time: 1446.2 ms
[2021-09-29 05:55:38 main:574] : INFO : Epoch 1713 | loss: 0.0311442 | val_loss: 0.03116 | Time: 1244.26 ms
[2021-09-29 05:55:39 main:574] : INFO : Epoch 1714 | loss: 0.0311435 | val_loss: 0.0311607 | Time: 971.845 ms
[2021-09-29 05:55:40 main:574] : INFO : Epoch 1715 | loss: 0.0311442 | val_loss: 0.0311628 | Time: 1501.32 ms
[2021-09-29 05:55:42 main:574] : INFO : Epoch 1716 | loss: 0.0311428 | val_loss: 0.0311617 | Time: 1362.37 ms
[2021-09-29 05:55:42 main:574] : INFO : Epoch 1717 | loss: 0.0311425 | val_loss: 0.0311605 | Time: 843.026 ms
[2021-09-29 05:55:44 main:574] : INFO : Epoch 1718 | loss: 0.0311406 | val_loss: 0.0311606 | Time: 1478.92 ms
[2021-09-29 05:55:45 main:574] : INFO : Epoch 1719 | loss: 0.0311389 | val_loss: 0.0311636 | Time: 1490.63 ms
[2021-09-29 05:55:46 main:574] : INFO : Epoch 1720 | loss: 0.0311409 | val_loss: 0.0311623 | Time: 842.195 ms
[2021-09-29 05:55:48 main:574] : INFO : Epoch 1721 | loss: 0.031143 | val_loss: 0.031164 | Time: 1375.11 ms
[2021-09-29 05:55:49 main:574] : INFO : Epoch 1722 | loss: 0.0311415 | val_loss: 0.0311641 | Time: 1476.35 ms
[2021-09-29 05:55:50 main:574] : INFO : Epoch 1723 | loss: 0.0311419 | val_loss: 0.0311694 | Time: 985.402 ms
[2021-09-29 05:55:51 main:574] : INFO : Epoch 1724 | loss: 0.0311411 | val_loss: 0.0311631 | Time: 1230.71 ms
[2021-09-29 05:55:53 main:574] : INFO : Epoch 1725 | loss: 0.0311484 | val_loss: 0.0311737 | Time: 1511.77 ms
[2021-09-29 05:55:54 main:574] : INFO : Epoch 1726 | loss: 0.0311531 | val_loss: 0.0311677 | Time: 1090.55 ms
[2021-09-29 05:55:55 main:574] : INFO : Epoch 1727 | loss: 0.0311518 | val_loss: 0.0311668 | Time: 1065 ms
[2021-09-29 05:55:57 main:574] : INFO : Epoch 1728 | loss: 0.0311533 | val_loss: 0.0311669 | Time: 1480.36 ms
[2021-09-29 05:55:58 main:574] : INFO : Epoch 1729 | loss: 0.0311547 | val_loss: 0.031166 | Time: 1244.05 ms
[2021-09-29 05:55:59 main:574] : INFO : Epoch 1730 | loss: 0.0311538 | val_loss: 0.0311672 | Time: 940.026 ms
[2021-09-29 05:56:00 main:574] : INFO : Epoch 1731 | loss: 0.0311517 | val_loss: 0.0311639 | Time: 1456.87 ms
[2021-09-29 05:56:02 main:574] : INFO : Epoch 1732 | loss: 0.0311508 | val_loss: 0.0311628 | Time: 1419.01 ms
[2021-09-29 05:56:03 main:574] : INFO : Epoch 1733 | loss: 0.0311506 | val_loss: 0.0311613 | Time: 842.298 ms
[2021-09-29 05:56:04 main:574] : INFO : Epoch 1734 | loss: 0.0311571 | val_loss: 0.0311657 | Time: 1439.79 ms
[2021-09-29 05:56:05 main:574] : INFO : Epoch 1735 | loss: 0.0311603 | val_loss: 0.0311665 | Time: 1482.81 ms
[2021-09-29 05:56:06 main:574] : INFO : Epoch 1736 | loss: 0.0311605 | val_loss: 0.0311648 | Time: 874.872 ms
[2021-09-29 05:56:08 main:574] : INFO : Epoch 1737 | loss: 0.0311583 | val_loss: 0.0311635 | Time: 1322.58 ms
[2021-09-29 05:56:09 main:574] : INFO : Epoch 1738 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 1472.55 ms
[2021-09-29 05:56:10 main:574] : INFO : Epoch 1739 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 1016.9 ms
[2021-09-29 05:56:11 main:574] : INFO : Epoch 1740 | loss: 0.0311559 | val_loss: 0.031166 | Time: 1167.47 ms
[2021-09-29 05:56:13 main:574] : INFO : Epoch 1741 | loss: 0.0311532 | val_loss: 0.0311632 | Time: 1482.8 ms
[2021-09-29 05:56:14 main:574] : INFO : Epoch 1742 | loss: 0.0311525 | val_loss: 0.0311627 | Time: 1142.96 ms
[2021-09-29 05:56:15 main:574] : INFO : Epoch 1743 | loss: 0.0311511 | val_loss: 0.0311594 | Time: 1005.39 ms
[2021-09-29 05:56:16 main:574] : INFO : Epoch 1744 | loss: 0.0311498 | val_loss: 0.0311593 | Time: 1475.01 ms
[2021-09-29 05:56:18 main:574] : INFO : Epoch 1745 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 1332.59 ms
[2021-09-29 05:56:19 main:574] : INFO : Epoch 1746 | loss: 0.0311519 | val_loss: 0.0311585 | Time: 870.978 ms
[2021-09-29 05:56:20 main:574] : INFO : Epoch 1747 | loss: 0.0311513 | val_loss: 0.0311592 | Time: 1508.95 ms
[2021-09-29 05:56:22 main:574] : INFO : Epoch 1748 | loss: 0.0311501 | val_loss: 0.0311584 | Time: 1448.98 ms
[2021-09-29 05:56:23 main:574] : INFO : Epoch 1749 | loss: 0.0311487 | val_loss: 0.03116 | Time: 846.934 ms
[2021-09-29 05:56:24 main:574] : INFO : Epoch 1750 | loss: 0.0311472 | val_loss: 0.0311595 | Time: 1436.07 ms
[2021-09-29 05:56:25 main:574] : INFO : Epoch 1751 | loss: 0.0311471 | val_loss: 0.0311623 | Time: 1517.65 ms
[2021-09-29 05:56:26 main:574] : INFO : Epoch 1752 | loss: 0.0311458 | val_loss: 0.031164 | Time: 911.448 ms
[2021-09-29 05:56:28 main:574] : INFO : Epoch 1753 | loss: 0.0311457 | val_loss: 0.031162 | Time: 1292.3 ms
[2021-09-29 05:56:29 main:574] : INFO : Epoch 1754 | loss: 0.0311446 | val_loss: 0.0311611 | Time: 1512.2 ms
[2021-09-29 05:56:30 main:574] : INFO : Epoch 1755 | loss: 0.0311444 | val_loss: 0.0311615 | Time: 1053.45 ms
[2021-09-29 05:56:31 main:574] : INFO : Epoch 1756 | loss: 0.0311451 | val_loss: 0.0311632 | Time: 1173.21 ms
[2021-09-29 05:56:33 main:574] : INFO : Epoch 1757 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 1517.96 ms
[2021-09-29 05:56:34 main:574] : INFO : Epoch 1758 | loss: 0.0311428 | val_loss: 0.0311606 | Time: 1133.71 ms
[2021-09-29 05:56:35 main:574] : INFO : Epoch 1759 | loss: 0.0311423 | val_loss: 0.0311593 | Time: 1067.45 ms
[2021-09-29 05:56:37 main:574] : INFO : Epoch 1760 | loss: 0.0311434 | val_loss: 0.031163 | Time: 1508.56 ms
[2021-09-29 05:56:38 main:574] : INFO : Epoch 1761 | loss: 0.0311459 | val_loss: 0.0311614 | Time: 1284.16 ms
[2021-09-29 05:56:39 main:574] : INFO : Epoch 1762 | loss: 0.0311466 | val_loss: 0.0311654 | Time: 929.973 ms
[2021-09-29 05:56:40 main:574] : INFO : Epoch 1763 | loss: 0.0311467 | val_loss: 0.0311611 | Time: 1461.97 ms
[2021-09-29 05:56:42 main:574] : INFO : Epoch 1764 | loss: 0.0311485 | val_loss: 0.0311652 | Time: 1402.54 ms
[2021-09-29 05:56:43 main:574] : INFO : Epoch 1765 | loss: 0.0311494 | val_loss: 0.0311574 | Time: 840.982 ms
[2021-09-29 05:56:44 main:574] : INFO : Epoch 1766 | loss: 0.0311495 | val_loss: 0.0311598 | Time: 1490.6 ms
[2021-09-29 05:56:46 main:574] : INFO : Epoch 1767 | loss: 0.0311489 | val_loss: 0.0311566 | Time: 1507.78 ms
[2021-09-29 05:56:47 main:574] : INFO : Epoch 1768 | loss: 0.0311459 | val_loss: 0.0311584 | Time: 863.338 ms
[2021-09-29 05:56:48 main:574] : INFO : Epoch 1769 | loss: 0.0311447 | val_loss: 0.0311596 | Time: 1343.84 ms
[2021-09-29 05:56:49 main:574] : INFO : Epoch 1770 | loss: 0.0311438 | val_loss: 0.0311602 | Time: 1459.48 ms
[2021-09-29 05:56:50 main:574] : INFO : Epoch 1771 | loss: 0.031143 | val_loss: 0.0311598 | Time: 1031.62 ms
[2021-09-29 05:56:52 main:574] : INFO : Epoch 1772 | loss: 0.0311441 | val_loss: 0.0311599 | Time: 1180.12 ms
[2021-09-29 05:56:53 main:574] : INFO : Epoch 1773 | loss: 0.0311444 | val_loss: 0.0311639 | Time: 1483.87 ms
[2021-09-29 05:56:54 main:574] : INFO : Epoch 1774 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 1105.32 ms
[2021-09-29 05:56:55 main:574] : INFO : Epoch 1775 | loss: 0.03115 | val_loss: 0.0311645 | Time: 1045.03 ms
[2021-09-29 05:56:57 main:574] : INFO : Epoch 1776 | loss: 0.0311497 | val_loss: 0.0311661 | Time: 1464.9 ms
[2021-09-29 05:56:58 main:574] : INFO : Epoch 1777 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 1296.26 ms
[2021-09-29 05:56:59 main:574] : INFO : Epoch 1778 | loss: 0.0311475 | val_loss: 0.0311657 | Time: 911.031 ms
[2021-09-29 05:57:00 main:574] : INFO : Epoch 1779 | loss: 0.0311473 | val_loss: 0.0311653 | Time: 1465.12 ms
[2021-09-29 05:57:02 main:574] : INFO : Epoch 1780 | loss: 0.0311442 | val_loss: 0.0311636 | Time: 1415.54 ms
[2021-09-29 05:57:03 main:574] : INFO : Epoch 1781 | loss: 0.0311485 | val_loss: 0.0311697 | Time: 864.219 ms
[2021-09-29 05:57:04 main:574] : INFO : Epoch 1782 | loss: 0.0311671 | val_loss: 0.0311725 | Time: 1420.98 ms
[2021-09-29 05:57:06 main:574] : INFO : Epoch 1783 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 1425.2 ms
[2021-09-29 05:57:06 main:574] : INFO : Epoch 1784 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 938.303 ms
[2021-09-29 05:57:08 main:574] : INFO : Epoch 1785 | loss: 0.0311656 | val_loss: 0.031172 | Time: 1227.49 ms
[2021-09-29 05:57:09 main:574] : INFO : Epoch 1786 | loss: 0.0311629 | val_loss: 0.0311732 | Time: 1467.49 ms
[2021-09-29 05:57:10 main:574] : INFO : Epoch 1787 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 1102.69 ms
[2021-09-29 05:57:11 main:574] : INFO : Epoch 1788 | loss: 0.0311603 | val_loss: 0.0311724 | Time: 1085.79 ms
[2021-09-29 05:57:13 main:574] : INFO : Epoch 1789 | loss: 0.0311583 | val_loss: 0.0311668 | Time: 1482.21 ms
[2021-09-29 05:57:14 main:574] : INFO : Epoch 1790 | loss: 0.0311592 | val_loss: 0.0311671 | Time: 1236.14 ms
[2021-09-29 05:57:15 main:574] : INFO : Epoch 1791 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 964.369 ms
[2021-09-29 05:57:17 main:574] : INFO : Epoch 1792 | loss: 0.0311597 | val_loss: 0.0311763 | Time: 1510.57 ms
[2021-09-29 05:57:18 main:574] : INFO : Epoch 1793 | loss: 0.0311606 | val_loss: 0.0311678 | Time: 1393.25 ms
[2021-09-29 05:57:19 main:574] : INFO : Epoch 1794 | loss: 0.0311551 | val_loss: 0.0311655 | Time: 847.592 ms
[2021-09-29 05:57:20 main:574] : INFO : Epoch 1795 | loss: 0.0311567 | val_loss: 0.0311653 | Time: 1481.04 ms
[2021-09-29 05:57:22 main:574] : INFO : Epoch 1796 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 1482.35 ms
[2021-09-29 05:57:23 main:574] : INFO : Epoch 1797 | loss: 0.0311555 | val_loss: 0.031164 | Time: 852.74 ms
[2021-09-29 05:57:24 main:574] : INFO : Epoch 1798 | loss: 0.0311546 | val_loss: 0.0311636 | Time: 1346.94 ms
[2021-09-29 05:57:26 main:574] : INFO : Epoch 1799 | loss: 0.0311552 | val_loss: 0.0311671 | Time: 1524.58 ms
[2021-09-29 05:57:27 main:574] : INFO : Epoch 1800 | loss: 0.0311536 | val_loss: 0.0311624 | Time: 963.29 ms
[2021-09-29 05:57:28 main:574] : INFO : Epoch 1801 | loss: 0.0311512 | val_loss: 0.0311624 | Time: 1279.23 ms
[2021-09-29 05:57:29 main:574] : INFO : Epoch 1802 | loss: 0.0311506 | val_loss: 0.031165 | Time: 1520.54 ms
[2021-09-29 05:57:30 main:574] : INFO : Epoch 1803 | loss: 0.0311507 | val_loss: 0.0311701 | Time: 1058.59 ms
[2021-09-29 05:57:32 main:574] : INFO : Epoch 1804 | loss: 0.0311533 | val_loss: 0.0311689 | Time: 1151.09 ms
[2021-09-29 05:57:33 main:574] : INFO : Epoch 1805 | loss: 0.0311517 | val_loss: 0.0311641 | Time: 1527.58 ms
[2021-09-29 05:57:34 main:574] : INFO : Epoch 1806 | loss: 0.0311521 | val_loss: 0.0311673 | Time: 1166.92 ms
[2021-09-29 05:57:35 main:574] : INFO : Epoch 1807 | loss: 0.0311504 | val_loss: 0.031165 | Time: 1040.69 ms
[2021-09-29 05:57:37 main:574] : INFO : Epoch 1808 | loss: 0.0311493 | val_loss: 0.0311676 | Time: 1481.33 ms
[2021-09-29 05:57:38 main:574] : INFO : Epoch 1809 | loss: 0.0311486 | val_loss: 0.0311673 | Time: 1294.24 ms
[2021-09-29 05:57:39 main:574] : INFO : Epoch 1810 | loss: 0.0311494 | val_loss: 0.031173 | Time: 905.271 ms
[2021-09-29 05:57:41 main:574] : INFO : Epoch 1811 | loss: 0.0311542 | val_loss: 0.03117 | Time: 1489.8 ms
[2021-09-29 05:57:42 main:574] : INFO : Epoch 1812 | loss: 0.0311557 | val_loss: 0.031166 | Time: 1435.49 ms
[2021-09-29 05:57:43 main:574] : INFO : Epoch 1813 | loss: 0.0311564 | val_loss: 0.0311668 | Time: 848.49 ms
[2021-09-29 05:57:44 main:574] : INFO : Epoch 1814 | loss: 0.0311552 | val_loss: 0.0311684 | Time: 1438.66 ms
[2021-09-29 05:57:46 main:574] : INFO : Epoch 1815 | loss: 0.0311527 | val_loss: 0.0311683 | Time: 1466.72 ms
[2021-09-29 05:57:47 main:574] : INFO : Epoch 1816 | loss: 0.0311512 | val_loss: 0.031171 | Time: 922.895 ms
[2021-09-29 05:57:48 main:574] : INFO : Epoch 1817 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 1246.19 ms
[2021-09-29 05:57:49 main:574] : INFO : Epoch 1818 | loss: 0.031152 | val_loss: 0.0311709 | Time: 1465.08 ms
[2021-09-29 05:57:50 main:574] : INFO : Epoch 1819 | loss: 0.0311516 | val_loss: 0.0311683 | Time: 1090.93 ms
[2021-09-29 05:57:52 main:574] : INFO : Epoch 1820 | loss: 0.0311548 | val_loss: 0.0311728 | Time: 1138.11 ms
[2021-09-29 05:57:53 main:574] : INFO : Epoch 1821 | loss: 0.0311618 | val_loss: 0.0311697 | Time: 1471.05 ms
[2021-09-29 05:57:54 main:574] : INFO : Epoch 1822 | loss: 0.0311637 | val_loss: 0.0311659 | Time: 1190.66 ms
[2021-09-29 05:57:55 main:574] : INFO : Epoch 1823 | loss: 0.03116 | val_loss: 0.0311701 | Time: 986.389 ms
[2021-09-29 05:57:57 main:574] : INFO : Epoch 1824 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 1481.92 ms
[2021-09-29 05:57:58 main:574] : INFO : Epoch 1825 | loss: 0.0311578 | val_loss: 0.0311679 | Time: 1362.88 ms
[2021-09-29 05:57:59 main:574] : INFO : Epoch 1826 | loss: 0.0311558 | val_loss: 0.0311683 | Time: 877.697 ms
[2021-09-29 05:58:01 main:574] : INFO : Epoch 1827 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 1486.93 ms
[2021-09-29 05:58:02 main:574] : INFO : Epoch 1828 | loss: 0.031163 | val_loss: 0.0311668 | Time: 1465.44 ms
[2021-09-29 05:58:03 main:574] : INFO : Epoch 1829 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 855.697 ms
[2021-09-29 05:58:04 main:574] : INFO : Epoch 1830 | loss: 0.0311627 | val_loss: 0.0311679 | Time: 1420.74 ms
[2021-09-29 05:58:06 main:574] : INFO : Epoch 1831 | loss: 0.031159 | val_loss: 0.0311677 | Time: 1465.7 ms
[2021-09-29 05:58:07 main:574] : INFO : Epoch 1832 | loss: 0.0311562 | val_loss: 0.0311706 | Time: 928.296 ms
[2021-09-29 05:58:08 main:574] : INFO : Epoch 1833 | loss: 0.0311557 | val_loss: 0.0311674 | Time: 1248.01 ms
[2021-09-29 05:58:09 main:574] : INFO : Epoch 1834 | loss: 0.0311569 | val_loss: 0.0311677 | Time: 1483.59 ms
[2021-09-29 05:58:11 main:574] : INFO : Epoch 1835 | loss: 0.0311571 | val_loss: 0.0311674 | Time: 1067.47 ms
[2021-09-29 05:58:12 main:574] : INFO : Epoch 1836 | loss: 0.0311556 | val_loss: 0.0311684 | Time: 1116.41 ms
[2021-09-29 05:58:13 main:574] : INFO : Epoch 1837 | loss: 0.0311556 | val_loss: 0.0311691 | Time: 1497.76 ms
[2021-09-29 05:58:14 main:574] : INFO : Epoch 1838 | loss: 0.0311554 | val_loss: 0.0311674 | Time: 1214.3 ms
[2021-09-29 05:58:15 main:574] : INFO : Epoch 1839 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 963.41 ms
[2021-09-29 05:58:17 main:574] : INFO : Epoch 1840 | loss: 0.0311535 | val_loss: 0.0311709 | Time: 1469 ms
[2021-09-29 05:58:18 main:574] : INFO : Epoch 1841 | loss: 0.0311515 | val_loss: 0.031166 | Time: 1370.69 ms
[2021-09-29 05:58:19 main:574] : INFO : Epoch 1842 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 841.419 ms
[2021-09-29 05:58:21 main:574] : INFO : Epoch 1843 | loss: 0.0311501 | val_loss: 0.0311669 | Time: 1486.35 ms
[2021-09-29 05:58:22 main:574] : INFO : Epoch 1844 | loss: 0.0311494 | val_loss: 0.0311668 | Time: 1492.86 ms
[2021-09-29 05:58:23 main:574] : INFO : Epoch 1845 | loss: 0.0311502 | val_loss: 0.0311668 | Time: 885.019 ms
[2021-09-29 05:58:24 main:574] : INFO : Epoch 1846 | loss: 0.0311507 | val_loss: 0.0311683 | Time: 1391.46 ms
[2021-09-29 05:58:26 main:574] : INFO : Epoch 1847 | loss: 0.0311486 | val_loss: 0.0311676 | Time: 1468.05 ms
[2021-09-29 05:58:27 main:574] : INFO : Epoch 1848 | loss: 0.031147 | val_loss: 0.0311656 | Time: 948.931 ms
[2021-09-29 05:58:28 main:574] : INFO : Epoch 1849 | loss: 0.0311471 | val_loss: 0.0311664 | Time: 1275.44 ms
[2021-09-29 05:58:30 main:574] : INFO : Epoch 1850 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 1493.07 ms
[2021-09-29 05:58:31 main:574] : INFO : Epoch 1851 | loss: 0.0311448 | val_loss: 0.0311692 | Time: 1072.15 ms
[2021-09-29 05:58:32 main:574] : INFO : Epoch 1852 | loss: 0.0311466 | val_loss: 0.0311656 | Time: 1100.62 ms
[2021-09-29 05:58:33 main:574] : INFO : Epoch 1853 | loss: 0.0311461 | val_loss: 0.0311671 | Time: 1478.26 ms
[2021-09-29 05:58:34 main:574] : INFO : Epoch 1854 | loss: 0.0311466 | val_loss: 0.031168 | Time: 1224.53 ms
[2021-09-29 05:58:35 main:574] : INFO : Epoch 1855 | loss: 0.0311439 | val_loss: 0.0311656 | Time: 952.282 ms
[2021-09-29 05:58:37 main:574] : INFO : Epoch 1856 | loss: 0.0311431 | val_loss: 0.0311648 | Time: 1479.86 ms
[2021-09-29 05:58:38 main:574] : INFO : Epoch 1857 | loss: 0.0311441 | val_loss: 0.0311683 | Time: 1389.81 ms
[2021-09-29 05:58:39 main:574] : INFO : Epoch 1858 | loss: 0.031148 | val_loss: 0.0311642 | Time: 862.851 ms
[2021-09-29 05:58:41 main:574] : INFO : Epoch 1859 | loss: 0.0311449 | val_loss: 0.0311657 | Time: 1496.48 ms
[2021-09-29 05:58:42 main:574] : INFO : Epoch 1860 | loss: 0.0311442 | val_loss: 0.0311668 | Time: 1485.63 ms
[2021-09-29 05:58:43 main:574] : INFO : Epoch 1861 | loss: 0.031145 | val_loss: 0.0311682 | Time: 853.097 ms
[2021-09-29 05:58:44 main:574] : INFO : Epoch 1862 | loss: 0.0311477 | val_loss: 0.0311696 | Time: 1420.97 ms
[2021-09-29 05:58:46 main:574] : INFO : Epoch 1863 | loss: 0.0311462 | val_loss: 0.0311741 | Time: 1466.58 ms
[2021-09-29 05:58:47 main:574] : INFO : Epoch 1864 | loss: 0.031148 | val_loss: 0.0311736 | Time: 939.397 ms
[2021-09-29 05:58:48 main:574] : INFO : Epoch 1865 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 1277.63 ms
[2021-09-29 05:58:50 main:574] : INFO : Epoch 1866 | loss: 0.0311485 | val_loss: 0.031169 | Time: 1517.34 ms
[2021-09-29 05:58:51 main:574] : INFO : Epoch 1867 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 1067.95 ms
[2021-09-29 05:58:52 main:574] : INFO : Epoch 1868 | loss: 0.0311521 | val_loss: 0.031168 | Time: 1133.88 ms
[2021-09-29 05:58:53 main:574] : INFO : Epoch 1869 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 1533.67 ms
[2021-09-29 05:58:55 main:574] : INFO : Epoch 1870 | loss: 0.0311503 | val_loss: 0.0311667 | Time: 1180.49 ms
[2021-09-29 05:58:56 main:574] : INFO : Epoch 1871 | loss: 0.0311509 | val_loss: 0.0311664 | Time: 1058.32 ms
[2021-09-29 05:58:57 main:574] : INFO : Epoch 1872 | loss: 0.0311494 | val_loss: 0.031166 | Time: 1491.4 ms
[2021-09-29 05:58:58 main:574] : INFO : Epoch 1873 | loss: 0.0311477 | val_loss: 0.0311638 | Time: 1313.73 ms
[2021-09-29 05:58:59 main:574] : INFO : Epoch 1874 | loss: 0.031147 | val_loss: 0.0311712 | Time: 937.035 ms
[2021-09-29 05:59:01 main:574] : INFO : Epoch 1875 | loss: 0.0311465 | val_loss: 0.0311647 | Time: 1437.78 ms
[2021-09-29 05:59:02 main:574] : INFO : Epoch 1876 | loss: 0.0311474 | val_loss: 0.031166 | Time: 1456.43 ms
[2021-09-29 05:59:03 main:574] : INFO : Epoch 1877 | loss: 0.0311469 | val_loss: 0.0311663 | Time: 860.643 ms
[2021-09-29 05:59:05 main:574] : INFO : Epoch 1878 | loss: 0.031148 | val_loss: 0.0311683 | Time: 1462.02 ms
[2021-09-29 05:59:06 main:574] : INFO : Epoch 1879 | loss: 0.031146 | val_loss: 0.0311684 | Time: 1483.43 ms
[2021-09-29 05:59:07 main:574] : INFO : Epoch 1880 | loss: 0.0311496 | val_loss: 0.0311671 | Time: 864.314 ms
[2021-09-29 05:59:08 main:574] : INFO : Epoch 1881 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 1358.69 ms
[2021-09-29 05:59:10 main:574] : INFO : Epoch 1882 | loss: 0.03116 | val_loss: 0.0311648 | Time: 1497.44 ms
[2021-09-29 05:59:11 main:574] : INFO : Epoch 1883 | loss: 0.0311559 | val_loss: 0.031167 | Time: 1007.61 ms
[2021-09-29 05:59:12 main:574] : INFO : Epoch 1884 | loss: 0.031154 | val_loss: 0.031164 | Time: 1207.47 ms
[2021-09-29 05:59:14 main:574] : INFO : Epoch 1885 | loss: 0.0311507 | val_loss: 0.0311649 | Time: 1518.61 ms
[2021-09-29 05:59:15 main:574] : INFO : Epoch 1886 | loss: 0.0311496 | val_loss: 0.031163 | Time: 1098.56 ms
[2021-09-29 05:59:16 main:574] : INFO : Epoch 1887 | loss: 0.0311496 | val_loss: 0.031164 | Time: 1028.69 ms
[2021-09-29 05:59:17 main:574] : INFO : Epoch 1888 | loss: 0.0311489 | val_loss: 0.0311665 | Time: 1531.44 ms
[2021-09-29 05:59:19 main:574] : INFO : Epoch 1889 | loss: 0.0311535 | val_loss: 0.0311713 | Time: 1257.28 ms
[2021-09-29 05:59:20 main:574] : INFO : Epoch 1890 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 954.505 ms
[2021-09-29 05:59:21 main:574] : INFO : Epoch 1891 | loss: 0.0311603 | val_loss: 0.0311743 | Time: 1477.9 ms
[2021-09-29 05:59:22 main:574] : INFO : Epoch 1892 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 1398.84 ms
[2021-09-29 05:59:23 main:574] : INFO : Epoch 1893 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 845.066 ms
[2021-09-29 05:59:25 main:574] : INFO : Epoch 1894 | loss: 0.0311555 | val_loss: 0.0311702 | Time: 1464.6 ms
[2021-09-29 05:59:26 main:574] : INFO : Epoch 1895 | loss: 0.0311552 | val_loss: 0.031165 | Time: 1467.43 ms
[2021-09-29 05:59:27 main:574] : INFO : Epoch 1896 | loss: 0.0311498 | val_loss: 0.0311667 | Time: 864.813 ms
[2021-09-29 05:59:28 main:574] : INFO : Epoch 1897 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 1340.84 ms
[2021-09-29 05:59:30 main:574] : INFO : Epoch 1898 | loss: 0.0311488 | val_loss: 0.0311686 | Time: 1434.49 ms
[2021-09-29 05:59:31 main:574] : INFO : Epoch 1899 | loss: 0.0311499 | val_loss: 0.0311717 | Time: 1039.97 ms
[2021-09-29 05:59:32 main:574] : INFO : Epoch 1900 | loss: 0.0311494 | val_loss: 0.0311673 | Time: 1148.47 ms
[2021-09-29 05:59:34 main:574] : INFO : Epoch 1901 | loss: 0.0311499 | val_loss: 0.0311743 | Time: 1481.62 ms
[2021-09-29 05:59:35 main:574] : INFO : Epoch 1902 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 1138.88 ms
[2021-09-29 05:59:36 main:574] : INFO : Epoch 1903 | loss: 0.0311566 | val_loss: 0.0311716 | Time: 998.418 ms
[2021-09-29 05:59:37 main:574] : INFO : Epoch 1904 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 1486.62 ms
[2021-09-29 05:59:39 main:574] : INFO : Epoch 1905 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 1324.67 ms
[2021-09-29 05:59:39 main:574] : INFO : Epoch 1906 | loss: 0.0311596 | val_loss: 0.0311696 | Time: 847.65 ms
[2021-09-29 05:59:41 main:574] : INFO : Epoch 1907 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 1469.63 ms
[2021-09-29 05:59:42 main:574] : INFO : Epoch 1908 | loss: 0.0311597 | val_loss: 0.0311682 | Time: 1477.26 ms
[2021-09-29 05:59:43 main:574] : INFO : Epoch 1909 | loss: 0.0311591 | val_loss: 0.0311703 | Time: 850.092 ms
[2021-09-29 05:59:45 main:574] : INFO : Epoch 1910 | loss: 0.0311601 | val_loss: 0.0311666 | Time: 1392.28 ms
[2021-09-29 05:59:46 main:574] : INFO : Epoch 1911 | loss: 0.0311596 | val_loss: 0.0311657 | Time: 1482.13 ms
[2021-09-29 05:59:47 main:574] : INFO : Epoch 1912 | loss: 0.0311619 | val_loss: 0.031173 | Time: 970.579 ms
[2021-09-29 05:59:48 main:574] : INFO : Epoch 1913 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 1204.99 ms
[2021-09-29 05:59:50 main:574] : INFO : Epoch 1914 | loss: 0.031164 | val_loss: 0.0311728 | Time: 1500.71 ms
[2021-09-29 05:59:51 main:574] : INFO : Epoch 1915 | loss: 0.0311621 | val_loss: 0.031173 | Time: 1100.65 ms
[2021-09-29 05:59:52 main:574] : INFO : Epoch 1916 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 1128.37 ms
[2021-09-29 05:59:54 main:574] : INFO : Epoch 1917 | loss: 0.0311591 | val_loss: 0.0311727 | Time: 1481.53 ms
[2021-09-29 05:59:55 main:574] : INFO : Epoch 1918 | loss: 0.0311578 | val_loss: 0.031171 | Time: 1227.03 ms
[2021-09-29 05:59:56 main:574] : INFO : Epoch 1919 | loss: 0.0311575 | val_loss: 0.0311706 | Time: 959.958 ms
[2021-09-29 05:59:57 main:574] : INFO : Epoch 1920 | loss: 0.031157 | val_loss: 0.0311699 | Time: 1443.27 ms
[2021-09-29 05:59:59 main:574] : INFO : Epoch 1921 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 1385.89 ms
[2021-09-29 05:59:59 main:574] : INFO : Epoch 1922 | loss: 0.0311551 | val_loss: 0.0311728 | Time: 835.474 ms
[2021-09-29 06:00:01 main:574] : INFO : Epoch 1923 | loss: 0.031156 | val_loss: 0.0311708 | Time: 1405.87 ms
[2021-09-29 06:00:02 main:574] : INFO : Epoch 1924 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 1474.16 ms
[2021-09-29 06:00:03 main:574] : INFO : Epoch 1925 | loss: 0.0311566 | val_loss: 0.0311771 | Time: 911.675 ms
[2021-09-29 06:00:05 main:574] : INFO : Epoch 1926 | loss: 0.0311571 | val_loss: 0.0311722 | Time: 1300.17 ms
[2021-09-29 06:00:06 main:574] : INFO : Epoch 1927 | loss: 0.0311542 | val_loss: 0.0311678 | Time: 1478.4 ms
[2021-09-29 06:00:07 main:574] : INFO : Epoch 1928 | loss: 0.0311549 | val_loss: 0.031167 | Time: 1062.84 ms
[2021-09-29 06:00:08 main:574] : INFO : Epoch 1929 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 1168.75 ms
[2021-09-29 06:00:10 main:574] : INFO : Epoch 1930 | loss: 0.0311564 | val_loss: 0.0311715 | Time: 1483.64 ms
[2021-09-29 06:00:11 main:574] : INFO : Epoch 1931 | loss: 0.0311576 | val_loss: 0.0311723 | Time: 1152.63 ms
[2021-09-29 06:00:12 main:574] : INFO : Epoch 1932 | loss: 0.0311575 | val_loss: 0.0311712 | Time: 1046.96 ms
[2021-09-29 06:00:13 main:574] : INFO : Epoch 1933 | loss: 0.0311547 | val_loss: 0.0311709 | Time: 1494.44 ms
[2021-09-29 06:00:15 main:574] : INFO : Epoch 1934 | loss: 0.0311566 | val_loss: 0.0311705 | Time: 1310.76 ms
[2021-09-29 06:00:16 main:574] : INFO : Epoch 1935 | loss: 0.0311562 | val_loss: 0.0311665 | Time: 908.953 ms
[2021-09-29 06:00:17 main:574] : INFO : Epoch 1936 | loss: 0.0311559 | val_loss: 0.0311682 | Time: 1451.51 ms
[2021-09-29 06:00:19 main:574] : INFO : Epoch 1937 | loss: 0.0311566 | val_loss: 0.0311689 | Time: 1391.25 ms
[2021-09-29 06:00:19 main:574] : INFO : Epoch 1938 | loss: 0.0311584 | val_loss: 0.0311689 | Time: 846.216 ms
[2021-09-29 06:00:21 main:574] : INFO : Epoch 1939 | loss: 0.0311599 | val_loss: 0.031172 | Time: 1323.4 ms
[2021-09-29 06:00:22 main:574] : INFO : Epoch 1940 | loss: 0.0311558 | val_loss: 0.0311752 | Time: 1484.72 ms
[2021-09-29 06:00:23 main:574] : INFO : Epoch 1941 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 988.918 ms
[2021-09-29 06:00:24 main:574] : INFO : Epoch 1942 | loss: 0.0311544 | val_loss: 0.0311724 | Time: 1262.14 ms
[2021-09-29 06:00:26 main:574] : INFO : Epoch 1943 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 1531.37 ms
[2021-09-29 06:00:27 main:574] : INFO : Epoch 1944 | loss: 0.031158 | val_loss: 0.0311697 | Time: 1090.15 ms
[2021-09-29 06:00:28 main:574] : INFO : Epoch 1945 | loss: 0.0311564 | val_loss: 0.0311672 | Time: 1108.55 ms
[2021-09-29 06:00:30 main:574] : INFO : Epoch 1946 | loss: 0.0311598 | val_loss: 0.0311674 | Time: 1531.92 ms
[2021-09-29 06:00:31 main:574] : INFO : Epoch 1947 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 1189.96 ms
[2021-09-29 06:00:32 main:574] : INFO : Epoch 1948 | loss: 0.031158 | val_loss: 0.0311737 | Time: 1020.2 ms
[2021-09-29 06:00:33 main:574] : INFO : Epoch 1949 | loss: 0.0311582 | val_loss: 0.031165 | Time: 1474.04 ms
[2021-09-29 06:00:35 main:574] : INFO : Epoch 1950 | loss: 0.0311587 | val_loss: 0.0311681 | Time: 1341.1 ms
[2021-09-29 06:00:36 main:574] : INFO : Epoch 1951 | loss: 0.0311586 | val_loss: 0.0311728 | Time: 878.952 ms
[2021-09-29 06:00:37 main:574] : INFO : Epoch 1952 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 1457.37 ms
[2021-09-29 06:00:39 main:574] : INFO : Epoch 1953 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 1461.25 ms
[2021-09-29 06:00:39 main:574] : INFO : Epoch 1954 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 842.826 ms
[2021-09-29 06:00:41 main:574] : INFO : Epoch 1955 | loss: 0.0311709 | val_loss: 0.0311722 | Time: 1353.85 ms
[2021-09-29 06:00:42 main:574] : INFO : Epoch 1956 | loss: 0.031177 | val_loss: 0.0311828 | Time: 1503.3 ms
[2021-09-29 06:00:43 main:574] : INFO : Epoch 1957 | loss: 0.0311755 | val_loss: 0.031172 | Time: 956.46 ms
[2021-09-29 06:00:45 main:574] : INFO : Epoch 1958 | loss: 0.0311714 | val_loss: 0.031172 | Time: 1247.76 ms
[2021-09-29 06:00:46 main:574] : INFO : Epoch 1959 | loss: 0.0311701 | val_loss: 0.0311746 | Time: 1464.1 ms
[2021-09-29 06:00:47 main:574] : INFO : Epoch 1960 | loss: 0.0311702 | val_loss: 0.0311726 | Time: 1110.19 ms
[2021-09-29 06:00:48 main:574] : INFO : Epoch 1961 | loss: 0.0311701 | val_loss: 0.0311796 | Time: 1130.72 ms
[2021-09-29 06:00:50 main:574] : INFO : Epoch 1962 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 1453.67 ms
[2021-09-29 06:00:51 main:574] : INFO : Epoch 1963 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1237.53 ms
[2021-09-29 06:00:52 main:574] : INFO : Epoch 1964 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1009.4 ms
[2021-09-29 06:00:53 main:574] : INFO : Epoch 1965 | loss: 0.0311675 | val_loss: 0.0311763 | Time: 1484.57 ms
[2021-09-29 06:00:55 main:574] : INFO : Epoch 1966 | loss: 0.031169 | val_loss: 0.0311712 | Time: 1370.23 ms
[2021-09-29 06:00:56 main:574] : INFO : Epoch 1967 | loss: 0.031166 | val_loss: 0.0311728 | Time: 871.62 ms
[2021-09-29 06:00:57 main:574] : INFO : Epoch 1968 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 1462.03 ms
[2021-09-29 06:00:59 main:574] : INFO : Epoch 1969 | loss: 0.0311735 | val_loss: 0.0311746 | Time: 1446.66 ms
[2021-09-29 06:01:00 main:574] : INFO : Epoch 1970 | loss: 0.0311705 | val_loss: 0.0311733 | Time: 842.748 ms
[2021-09-29 06:01:01 main:574] : INFO : Epoch 1971 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 1365.79 ms
[2021-09-29 06:01:02 main:574] : INFO : Epoch 1972 | loss: 0.031176 | val_loss: 0.0311885 | Time: 1483.97 ms
[2021-09-29 06:01:03 main:574] : INFO : Epoch 1973 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 987.759 ms
[2021-09-29 06:01:05 main:574] : INFO : Epoch 1974 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 1238.78 ms
[2021-09-29 06:01:06 main:574] : INFO : Epoch 1975 | loss: 0.0311804 | val_loss: 0.0311869 | Time: 1469.51 ms
[2021-09-29 06:01:07 main:574] : INFO : Epoch 1976 | loss: 0.0311876 | val_loss: 0.0311934 | Time: 1116.89 ms
[2021-09-29 06:01:08 main:574] : INFO : Epoch 1977 | loss: 0.0311965 | val_loss: 0.0311973 | Time: 1107.48 ms
[2021-09-29 06:01:10 main:574] : INFO : Epoch 1978 | loss: 0.0311956 | val_loss: 0.0311956 | Time: 1473.64 ms
[2021-09-29 06:01:11 main:574] : INFO : Epoch 1979 | loss: 0.0311944 | val_loss: 0.031194 | Time: 1238.5 ms
[2021-09-29 06:01:12 main:574] : INFO : Epoch 1980 | loss: 0.0311917 | val_loss: 0.0311926 | Time: 978.641 ms
[2021-09-29 06:01:13 main:574] : INFO : Epoch 1981 | loss: 0.0311908 | val_loss: 0.031191 | Time: 1454.53 ms
[2021-09-29 06:01:15 main:574] : INFO : Epoch 1982 | loss: 0.0311916 | val_loss: 0.0311909 | Time: 1384.15 ms
[2021-09-29 06:01:16 main:574] : INFO : Epoch 1983 | loss: 0.0311915 | val_loss: 0.0311903 | Time: 845.54 ms
[2021-09-29 06:01:17 main:574] : INFO : Epoch 1984 | loss: 0.0311913 | val_loss: 0.03119 | Time: 1452.44 ms
[2021-09-29 06:01:19 main:574] : INFO : Epoch 1985 | loss: 0.0311916 | val_loss: 0.0311905 | Time: 1493.55 ms
[2021-09-29 06:01:20 main:574] : INFO : Epoch 1986 | loss: 0.0311909 | val_loss: 0.0311918 | Time: 850.31 ms
[2021-09-29 06:01:21 main:574] : INFO : Epoch 1987 | loss: 0.0311892 | val_loss: 0.0311846 | Time: 1370.61 ms
[2021-09-29 06:01:22 main:574] : INFO : Epoch 1988 | loss: 0.0311864 | val_loss: 0.031184 | Time: 1513.87 ms
[2021-09-29 06:01:23 main:574] : INFO : Epoch 1989 | loss: 0.0311853 | val_loss: 0.0311834 | Time: 989.843 ms
[2021-09-29 06:01:25 main:574] : INFO : Epoch 1990 | loss: 0.0311836 | val_loss: 0.031183 | Time: 1278.76 ms
[2021-09-29 06:01:26 main:574] : INFO : Epoch 1991 | loss: 0.0311819 | val_loss: 0.0311863 | Time: 1481.09 ms
[2021-09-29 06:01:27 main:574] : INFO : Epoch 1992 | loss: 0.0311851 | val_loss: 0.031183 | Time: 1081.27 ms
[2021-09-29 06:01:28 main:574] : INFO : Epoch 1993 | loss: 0.0311824 | val_loss: 0.0311865 | Time: 1138.59 ms
[2021-09-29 06:01:30 main:574] : INFO : Epoch 1994 | loss: 0.0311816 | val_loss: 0.031185 | Time: 1503.56 ms
[2021-09-29 06:01:31 main:574] : INFO : Epoch 1995 | loss: 0.0311803 | val_loss: 0.0311833 | Time: 1214.76 ms
[2021-09-29 06:01:32 main:574] : INFO : Epoch 1996 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 997.001 ms
[2021-09-29 06:01:34 main:574] : INFO : Epoch 1997 | loss: 0.0311829 | val_loss: 0.0311845 | Time: 1464.13 ms
[2021-09-29 06:01:35 main:574] : INFO : Epoch 1998 | loss: 0.0311816 | val_loss: 0.0311832 | Time: 1367.99 ms
[2021-09-29 06:01:36 main:574] : INFO : Epoch 1999 | loss: 0.0311811 | val_loss: 0.0311836 | Time: 862.693 ms
[2021-09-29 06:01:37 main:574] : INFO : Epoch 2000 | loss: 0.0311792 | val_loss: 0.0311822 | Time: 1480.22 ms
[2021-09-29 06:01:39 main:574] : INFO : Epoch 2001 | loss: 0.0311796 | val_loss: 0.0311825 | Time: 1454.72 ms
[2021-09-29 06:01:40 main:574] : INFO : Epoch 2002 | loss: 0.0311799 | val_loss: 0.0311829 | Time: 842.036 ms
[2021-09-29 06:01:41 main:574] : INFO : Epoch 2003 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 1395.17 ms
[2021-09-29 06:01:43 main:574] : INFO : Epoch 2004 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 1452.86 ms
[2021-09-29 06:01:44 main:574] : INFO : Epoch 2005 | loss: 0.0311818 | val_loss: 0.0311829 | Time: 973.744 ms
[2021-09-29 06:01:45 main:574] : INFO : Epoch 2006 | loss: 0.0311839 | val_loss: 0.0311851 | Time: 1266.8 ms
[2021-09-29 06:01:46 main:574] : INFO : Epoch 2007 | loss: 0.0311854 | val_loss: 0.0311864 | Time: 1494.71 ms
[2021-09-29 06:01:47 main:574] : INFO : Epoch 2008 | loss: 0.0311847 | val_loss: 0.0311878 | Time: 1072.32 ms
[2021-09-29 06:01:48 main:574] : INFO : Epoch 2009 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 1127.85 ms
[2021-09-29 06:01:50 main:574] : INFO : Epoch 2010 | loss: 0.0311845 | val_loss: 0.03119 | Time: 1508.81 ms
[2021-09-29 06:01:51 main:574] : INFO : Epoch 2011 | loss: 0.0311848 | val_loss: 0.0311923 | Time: 1201.42 ms
[2021-09-29 06:01:52 main:574] : INFO : Epoch 2012 | loss: 0.0311833 | val_loss: 0.0311853 | Time: 982.155 ms
[2021-09-29 06:01:54 main:574] : INFO : Epoch 2013 | loss: 0.0311864 | val_loss: 0.0311896 | Time: 1480.01 ms
[2021-09-29 06:01:55 main:574] : INFO : Epoch 2014 | loss: 0.0311878 | val_loss: 0.0311923 | Time: 1353.4 ms
[2021-09-29 06:01:56 main:574] : INFO : Epoch 2015 | loss: 0.0311879 | val_loss: 0.0311897 | Time: 841.906 ms
[2021-09-29 06:01:57 main:574] : INFO : Epoch 2016 | loss: 0.0311867 | val_loss: 0.0311891 | Time: 1477.86 ms
[2021-09-29 06:01:59 main:574] : INFO : Epoch 2017 | loss: 0.0311856 | val_loss: 0.0311866 | Time: 1467.41 ms
[2021-09-29 06:02:00 main:574] : INFO : Epoch 2018 | loss: 0.0311872 | val_loss: 0.031186 | Time: 856.602 ms
[2021-09-29 06:02:01 main:574] : INFO : Epoch 2019 | loss: 0.0311855 | val_loss: 0.0311866 | Time: 1347.69 ms
[2021-09-29 06:02:03 main:574] : INFO : Epoch 2020 | loss: 0.0311865 | val_loss: 0.0311871 | Time: 1453.71 ms
[2021-09-29 06:02:04 main:574] : INFO : Epoch 2021 | loss: 0.0311847 | val_loss: 0.0311874 | Time: 981.297 ms
[2021-09-29 06:02:05 main:574] : INFO : Epoch 2022 | loss: 0.0311857 | val_loss: 0.0311928 | Time: 1244.74 ms
[2021-09-29 06:02:06 main:574] : INFO : Epoch 2023 | loss: 0.0311866 | val_loss: 0.0311875 | Time: 1492.86 ms
[2021-09-29 06:02:07 main:574] : INFO : Epoch 2024 | loss: 0.0311853 | val_loss: 0.0311899 | Time: 1098.38 ms
[2021-09-29 06:02:08 main:574] : INFO : Epoch 2025 | loss: 0.0311834 | val_loss: 0.0311877 | Time: 1082.16 ms
[2021-09-29 06:02:10 main:574] : INFO : Epoch 2026 | loss: 0.0311833 | val_loss: 0.0311861 | Time: 1459.63 ms
[2021-09-29 06:02:11 main:574] : INFO : Epoch 2027 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 1252.51 ms
[2021-09-29 06:02:12 main:574] : INFO : Epoch 2028 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 907.999 ms
[2021-09-29 06:02:14 main:574] : INFO : Epoch 2029 | loss: 0.0311815 | val_loss: 0.0311879 | Time: 1489.73 ms
[2021-09-29 06:02:15 main:574] : INFO : Epoch 2030 | loss: 0.0311812 | val_loss: 0.0311865 | Time: 1457.99 ms
[2021-09-29 06:02:16 main:574] : INFO : Epoch 2031 | loss: 0.0311853 | val_loss: 0.0311932 | Time: 833.312 ms
[2021-09-29 06:02:17 main:574] : INFO : Epoch 2032 | loss: 0.0311905 | val_loss: 0.0311942 | Time: 1479.58 ms
[2021-09-29 06:02:19 main:574] : INFO : Epoch 2033 | loss: 0.0311902 | val_loss: 0.0311932 | Time: 1505.37 ms
[2021-09-29 06:02:20 main:574] : INFO : Epoch 2034 | loss: 0.0311884 | val_loss: 0.0311926 | Time: 861.595 ms
[2021-09-29 06:02:21 main:574] : INFO : Epoch 2035 | loss: 0.0311878 | val_loss: 0.0311918 | Time: 1329.51 ms
[2021-09-29 06:02:23 main:574] : INFO : Epoch 2036 | loss: 0.0311882 | val_loss: 0.0311939 | Time: 1512.16 ms
[2021-09-29 06:02:24 main:574] : INFO : Epoch 2037 | loss: 0.031192 | val_loss: 0.0311928 | Time: 969.393 ms
[2021-09-29 06:02:25 main:574] : INFO : Epoch 2038 | loss: 0.0311897 | val_loss: 0.0311918 | Time: 1193.01 ms
[2021-09-29 06:02:26 main:574] : INFO : Epoch 2039 | loss: 0.0311877 | val_loss: 0.031191 | Time: 1506.11 ms
[2021-09-29 06:02:27 main:574] : INFO : Epoch 2040 | loss: 0.0311875 | val_loss: 0.0311904 | Time: 1133.79 ms
[2021-09-29 06:02:29 main:574] : INFO : Epoch 2041 | loss: 0.0311868 | val_loss: 0.0311915 | Time: 1073.21 ms
[2021-09-29 06:02:30 main:574] : INFO : Epoch 2042 | loss: 0.0311844 | val_loss: 0.0311921 | Time: 1502.41 ms
[2021-09-29 06:02:31 main:574] : INFO : Epoch 2043 | loss: 0.0311848 | val_loss: 0.0311923 | Time: 1292.25 ms
[2021-09-29 06:02:32 main:574] : INFO : Epoch 2044 | loss: 0.0311839 | val_loss: 0.0311933 | Time: 943.251 ms
[2021-09-29 06:02:34 main:574] : INFO : Epoch 2045 | loss: 0.031184 | val_loss: 0.0311929 | Time: 1501.11 ms
[2021-09-29 06:02:35 main:574] : INFO : Epoch 2046 | loss: 0.0311833 | val_loss: 0.0311915 | Time: 1392.33 ms
[2021-09-29 06:02:36 main:574] : INFO : Epoch 2047 | loss: 0.0311825 | val_loss: 0.0311922 | Time: 844 ms
[2021-09-29 06:02:38 main:574] : INFO : Epoch 2048 | loss: 0.0311833 | val_loss: 0.0311925 | Time: 1514.2 ms
[2021-09-29 06:02:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311925
[2021-09-29 06:02:38 main:603] : INFO : Saving end state to config to file
[2021-09-29 06:02:38 main:608] : INFO : Success, exiting..
06:02:38 (40824): 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)