Task 7442007
| Name | ParityModified-1631734715-11349-1_0 |
| Workunit | 5113137 |
| Created | 18 Sep 2021, 17:22:52 UTC |
| Sent | 25 Sep 2021, 15:39:04 UTC |
| Report deadline | 2 Oct 2021, 15:39:04 UTC |
| Received | 26 Sep 2021, 0:06:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 45 min 13 sec |
| CPU time | 40 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 1178.07 ms [2021-09-25 19:55:33 main:574] : INFO : Epoch 1543 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1193.26 ms [2021-09-25 19:55:34 main:574] : INFO : Epoch 1544 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 1198.77 ms [2021-09-25 19:55:36 main:574] : INFO : Epoch 1545 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 1186.98 ms [2021-09-25 19:55:37 main:574] : INFO : Epoch 1546 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1224.06 ms [2021-09-25 19:55:38 main:574] : INFO : Epoch 1547 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1195.63 ms [2021-09-25 19:55:39 main:574] : INFO : Epoch 1548 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 1201.9 ms [2021-09-25 19:55:41 main:574] : INFO : Epoch 1549 | loss: 0.0312472 | val_loss: 0.031247 | Time: 1238.55 ms [2021-09-25 19:55:42 main:574] : INFO : Epoch 1550 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 1196.88 ms [2021-09-25 19:55:43 main:574] : INFO : Epoch 1551 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 1213.2 ms [2021-09-25 19:55:45 main:574] : INFO : Epoch 1552 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 1228.47 ms [2021-09-25 19:55:46 main:574] : INFO : Epoch 1553 | loss: 0.0312483 | val_loss: 0.031247 | Time: 1179.62 ms [2021-09-25 19:55:47 main:574] : INFO : Epoch 1554 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 1209.04 ms [2021-09-25 19:55:49 main:574] : INFO : Epoch 1555 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 1212.19 ms [2021-09-25 19:55:50 main:574] : INFO : Epoch 1556 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 1190.69 ms [2021-09-25 19:55:51 main:574] : INFO : Epoch 1557 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1221.18 ms [2021-09-25 19:55:52 main:574] : INFO : Epoch 1558 | loss: 0.031247 | val_loss: 0.0312472 | Time: 1200.71 ms [2021-09-25 19:55:54 main:574] : INFO : Epoch 1559 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 1194.48 ms [2021-09-25 19:55:55 main:574] : INFO : Epoch 1560 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 1240.67 ms [2021-09-25 19:55:56 main:574] : INFO : Epoch 1561 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 1202.05 ms [2021-09-25 19:55:58 main:574] : INFO : Epoch 1562 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 1194.05 ms [2021-09-25 19:56:00 main:574] : INFO : Epoch 1563 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 1173.21 ms [2021-09-25 19:56:01 main:574] : INFO : Epoch 1564 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 1210.45 ms [2021-09-25 19:56:03 main:574] : INFO : Epoch 1565 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 1226.05 ms [2021-09-25 19:56:04 main:574] : INFO : Epoch 1566 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 1165.47 ms [2021-09-25 19:56:05 main:574] : INFO : Epoch 1567 | loss: 0.031247 | val_loss: 0.0312496 | Time: 1222.41 ms [2021-09-25 19:56:06 main:574] : INFO : Epoch 1568 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1211.82 ms [2021-09-25 19:56:08 main:574] : INFO : Epoch 1569 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 1194.94 ms [2021-09-25 19:56:09 main:574] : INFO : Epoch 1570 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 1224.2 ms [2021-09-25 19:56:10 main:574] : INFO : Epoch 1571 | loss: 0.0312469 | val_loss: 0.0312495 | Time: 1212.35 ms [2021-09-25 19:56:11 main:574] : INFO : Epoch 1572 | loss: 0.0312474 | val_loss: 0.0312488 | Time: 1202.67 ms [2021-09-25 19:56:13 main:574] : INFO : Epoch 1573 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1205.81 ms [2021-09-25 19:56:14 main:574] : INFO : Epoch 1574 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 1178.29 ms [2021-09-25 19:56:15 main:574] : INFO : Epoch 1575 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1214.08 ms [2021-09-25 19:56:17 main:574] : INFO : Epoch 1576 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1201.81 ms [2021-09-25 19:56:18 main:574] : INFO : Epoch 1577 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 1205.07 ms [2021-09-25 19:56:19 main:574] : INFO : Epoch 1578 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 1231.42 ms [2021-09-25 19:56:20 main:574] : INFO : Epoch 1579 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1200.46 ms [2021-09-25 19:56:22 main:574] : INFO : Epoch 1580 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 1193.54 ms [2021-09-25 19:56:23 main:574] : INFO : Epoch 1581 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 1211.27 ms [2021-09-25 19:56:24 main:574] : INFO : Epoch 1582 | loss: 0.0312466 | val_loss: 0.0312484 | Time: 1209.93 ms [2021-09-25 19:56:26 main:574] : INFO : Epoch 1583 | loss: 0.0312486 | val_loss: 0.0312506 | Time: 1209.27 ms [2021-09-25 19:56:27 main:574] : INFO : Epoch 1584 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 1206.58 ms [2021-09-25 19:56:28 main:574] : INFO : Epoch 1585 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 1184.01 ms [2021-09-25 19:56:29 main:574] : INFO : Epoch 1586 | loss: 0.0312468 | val_loss: 0.0312485 | Time: 1222.48 ms [2021-09-25 19:56:31 main:574] : INFO : Epoch 1587 | loss: 0.031249 | val_loss: 0.0312518 | Time: 1192.41 ms [2021-09-25 19:56:32 main:574] : INFO : Epoch 1588 | loss: 0.0312478 | val_loss: 0.0312507 | Time: 1195.44 ms [2021-09-25 19:56:33 main:574] : INFO : Epoch 1589 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 1239.59 ms [2021-09-25 19:56:34 main:574] : INFO : Epoch 1590 | loss: 0.0312475 | val_loss: 0.0312497 | Time: 1173.2 ms [2021-09-25 19:56:36 main:574] : INFO : Epoch 1591 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 1214.35 ms [2021-09-25 19:56:37 main:574] : INFO : Epoch 1592 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1199.43 ms [2021-09-25 19:56:38 main:574] : INFO : Epoch 1593 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1181.14 ms [2021-09-25 19:56:39 main:574] : INFO : Epoch 1594 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 1220.69 ms [2021-09-25 19:56:41 main:574] : INFO : Epoch 1595 | loss: 0.0312466 | val_loss: 0.0312479 | Time: 1230.42 ms [2021-09-25 19:56:42 main:574] : INFO : Epoch 1596 | loss: 0.031247 | val_loss: 0.0312461 | Time: 1201.8 ms [2021-09-25 19:56:43 main:574] : INFO : Epoch 1597 | loss: 0.0312466 | val_loss: 0.0312474 | Time: 1215.26 ms [2021-09-25 19:56:44 main:574] : INFO : Epoch 1598 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 1185.78 ms [2021-09-25 19:56:46 main:574] : INFO : Epoch 1599 | loss: 0.0312478 | val_loss: 0.031249 | Time: 1214.08 ms [2021-09-25 19:56:47 main:574] : INFO : Epoch 1600 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 1202.56 ms [2021-09-25 19:56:48 main:574] : INFO : Epoch 1601 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1193.09 ms [2021-09-25 19:56:50 main:574] : INFO : Epoch 1602 | loss: 0.031248 | val_loss: 0.0312462 | Time: 1201.17 ms [2021-09-25 19:56:51 main:574] : INFO : Epoch 1603 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1221.15 ms [2021-09-25 19:56:52 main:574] : INFO : Epoch 1604 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 1173.23 ms [2021-09-25 19:56:54 main:574] : INFO : Epoch 1605 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 1226.04 ms [2021-09-25 19:56:55 main:574] : INFO : Epoch 1606 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 1208.6 ms [2021-09-25 19:56:56 main:574] : INFO : Epoch 1607 | loss: 0.031247 | val_loss: 0.0312468 | Time: 1184.91 ms [2021-09-25 19:56:57 main:574] : INFO : Epoch 1608 | loss: 0.031247 | val_loss: 0.0312469 | Time: 1243.77 ms [2021-09-25 19:56:59 main:574] : INFO : Epoch 1609 | loss: 0.0312473 | val_loss: 0.031248 | Time: 1204.87 ms [2021-09-25 19:57:00 main:574] : INFO : Epoch 1610 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 1193.32 ms [2021-09-25 19:57:01 main:574] : INFO : Epoch 1611 | loss: 0.0312467 | val_loss: 0.031246 | Time: 1218.33 ms [2021-09-25 19:57:03 main:574] : INFO : Epoch 1612 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 1191.35 ms [2021-09-25 19:57:05 main:574] : INFO : Epoch 1613 | loss: 0.031247 | val_loss: 0.0312466 | Time: 1191.61 ms [2021-09-25 19:57:06 main:574] : INFO : Epoch 1614 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 1213.28 ms [2021-09-25 19:57:07 main:574] : INFO : Epoch 1615 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1225.84 ms [2021-09-25 19:57:08 main:574] : INFO : Epoch 1616 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 1177.79 ms [2021-09-25 19:57:10 main:574] : INFO : Epoch 1617 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1220.62 ms [2021-09-25 19:57:11 main:574] : INFO : Epoch 1618 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 1194.81 ms [2021-09-25 19:57:12 main:574] : INFO : Epoch 1619 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 1183.81 ms [2021-09-25 19:57:14 main:574] : INFO : Epoch 1620 | loss: 0.031247 | val_loss: 0.0312467 | Time: 1235.76 ms [2021-09-25 19:57:15 main:574] : INFO : Epoch 1621 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1213.17 ms [2021-09-25 19:57:16 main:574] : INFO : Epoch 1622 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 1195.94 ms [2021-09-25 19:57:17 main:574] : INFO : Epoch 1623 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 1225.32 ms [2021-09-25 19:57:19 main:574] : INFO : Epoch 1624 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1207.84 ms [2021-09-25 19:57:20 main:574] : INFO : Epoch 1625 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1204.1 ms [2021-09-25 19:57:21 main:574] : INFO : Epoch 1626 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 1206.16 ms [2021-09-25 19:57:23 main:574] : INFO : Epoch 1627 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1174.5 ms [2021-09-25 19:57:24 main:574] : INFO : Epoch 1628 | loss: 0.031247 | val_loss: 0.0312487 | Time: 1213.47 ms [2021-09-25 19:57:25 main:574] : INFO : Epoch 1629 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1200.39 ms [2021-09-25 19:57:26 main:574] : INFO : Epoch 1630 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 1189.34 ms [2021-09-25 19:57:28 main:574] : INFO : Epoch 1631 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 1226.16 ms [2021-09-25 19:57:29 main:574] : INFO : Epoch 1632 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1190.29 ms [2021-09-25 19:57:30 main:574] : INFO : Epoch 1633 | loss: 0.0312471 | val_loss: 0.031246 | Time: 1226.49 ms [2021-09-25 19:57:31 main:574] : INFO : Epoch 1634 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 1210.13 ms [2021-09-25 19:57:33 main:574] : INFO : Epoch 1635 | loss: 0.031248 | val_loss: 0.0312464 | Time: 1186.01 ms [2021-09-25 19:57:35 main:574] : INFO : Epoch 1636 | loss: 0.0312474 | val_loss: 0.0312502 | Time: 1201.21 ms [2021-09-25 19:57:36 main:574] : INFO : Epoch 1637 | loss: 0.0312479 | val_loss: 0.0312514 | Time: 1212.43 ms [2021-09-25 19:57:37 main:574] : INFO : Epoch 1638 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1285.95 ms [2021-09-25 19:57:39 main:574] : INFO : Epoch 1639 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 1172.08 ms [2021-09-25 19:57:40 main:574] : INFO : Epoch 1640 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 1209.19 ms [2021-09-25 19:57:41 main:574] : INFO : Epoch 1641 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 1226.77 ms [2021-09-25 19:57:42 main:574] : INFO : Epoch 1642 | loss: 0.0312469 | val_loss: 0.0312459 | Time: 1181.16 ms [2021-09-25 19:57:44 main:574] : INFO : Epoch 1643 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1225.89 ms [2021-09-25 19:57:45 main:574] : INFO : Epoch 1644 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1217.59 ms [2021-09-25 19:57:46 main:574] : INFO : Epoch 1645 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 1204.33 ms [2021-09-25 19:57:48 main:574] : INFO : Epoch 1646 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 1235.79 ms [2021-09-25 19:57:49 main:574] : INFO : Epoch 1647 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 1195.07 ms [2021-09-25 19:57:50 main:574] : INFO : Epoch 1648 | loss: 0.031247 | val_loss: 0.0312464 | Time: 1187.72 ms [2021-09-25 19:57:52 main:574] : INFO : Epoch 1649 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1211.97 ms [2021-09-25 19:57:53 main:574] : INFO : Epoch 1650 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1206.69 ms [2021-09-25 19:57:54 main:574] : INFO : Epoch 1651 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 1200.47 ms [2021-09-25 19:57:56 main:574] : INFO : Epoch 1652 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 1215.94 ms [2021-09-25 19:57:57 main:574] : INFO : Epoch 1653 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 1195.23 ms [2021-09-25 19:57:59 main:574] : INFO : Epoch 1654 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1215.63 ms [2021-09-25 19:58:00 main:574] : INFO : Epoch 1655 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 1229.29 ms [2021-09-25 19:58:02 main:574] : INFO : Epoch 1656 | loss: 0.0312462 | val_loss: 0.031246 | Time: 1242.85 ms [2021-09-25 19:58:03 main:574] : INFO : Epoch 1657 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 1210.23 ms [2021-09-25 19:58:04 main:574] : INFO : Epoch 1658 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 1217.67 ms [2021-09-25 19:58:06 main:574] : INFO : Epoch 1659 | loss: 0.0312472 | val_loss: 0.0312481 | Time: 1214.04 ms [2021-09-25 19:58:07 main:574] : INFO : Epoch 1660 | loss: 0.0312469 | val_loss: 0.0312459 | Time: 1173.49 ms [2021-09-25 19:58:08 main:574] : INFO : Epoch 1661 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1213.43 ms [2021-09-25 19:58:09 main:574] : INFO : Epoch 1662 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1227.61 ms [2021-09-25 19:58:11 main:574] : INFO : Epoch 1663 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1171.37 ms [2021-09-25 19:58:12 main:574] : INFO : Epoch 1664 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 1238.25 ms [2021-09-25 19:58:13 main:574] : INFO : Epoch 1665 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1202.43 ms [2021-09-25 19:58:15 main:574] : INFO : Epoch 1666 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 1177.6 ms [2021-09-25 19:58:16 main:574] : INFO : Epoch 1667 | loss: 0.0312473 | val_loss: 0.0312479 | Time: 1222.94 ms [2021-09-25 19:58:17 main:574] : INFO : Epoch 1668 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 1208.64 ms [2021-09-25 19:58:18 main:574] : INFO : Epoch 1669 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 1203.74 ms [2021-09-25 19:58:20 main:574] : INFO : Epoch 1670 | loss: 0.0312465 | val_loss: 0.031246 | Time: 1216.4 ms [2021-09-25 19:58:21 main:574] : INFO : Epoch 1671 | loss: 0.0312462 | val_loss: 0.0312472 | Time: 1172.53 ms [2021-09-25 19:58:22 main:574] : INFO : Epoch 1672 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 1215 ms [2021-09-25 19:58:23 main:574] : INFO : Epoch 1673 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 1192.53 ms [2021-09-25 19:58:25 main:574] : INFO : Epoch 1674 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 1191.79 ms [2021-09-25 19:58:26 main:574] : INFO : Epoch 1675 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 1219.45 ms [2021-09-25 19:58:27 main:574] : INFO : Epoch 1676 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1171.12 ms [2021-09-25 19:58:28 main:574] : INFO : Epoch 1677 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 1215.15 ms [2021-09-25 19:58:30 main:574] : INFO : Epoch 1678 | loss: 0.031247 | val_loss: 0.0312464 | Time: 1239.84 ms [2021-09-25 19:58:31 main:574] : INFO : Epoch 1679 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 1178.47 ms [2021-09-25 19:58:32 main:574] : INFO : Epoch 1680 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 1212.52 ms [2021-09-25 19:58:34 main:574] : INFO : Epoch 1681 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 1204.03 ms [2021-09-25 19:58:35 main:574] : INFO : Epoch 1682 | loss: 0.0312464 | val_loss: 0.031247 | Time: 1185.13 ms [2021-09-25 19:58:36 main:574] : INFO : Epoch 1683 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1215.91 ms [2021-09-25 19:58:37 main:574] : INFO : Epoch 1684 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1194.86 ms [2021-09-25 19:58:39 main:574] : INFO : Epoch 1685 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 1192.62 ms [2021-09-25 19:58:40 main:574] : INFO : Epoch 1686 | loss: 0.0312464 | val_loss: 0.0312488 | Time: 1223.84 ms [2021-09-25 19:58:41 main:574] : INFO : Epoch 1687 | loss: 0.0312492 | val_loss: 0.0312478 | Time: 1177.43 ms [2021-09-25 19:58:44 main:574] : INFO : Epoch 1688 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1246.95 ms [2021-09-25 19:58:45 main:574] : INFO : Epoch 1689 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1220.85 ms [2021-09-25 19:58:47 main:574] : INFO : Epoch 1690 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 1194.8 ms [2021-09-25 19:58:48 main:574] : INFO : Epoch 1691 | loss: 0.031247 | val_loss: 0.031247 | Time: 1227.44 ms [2021-09-25 19:58:49 main:574] : INFO : Epoch 1692 | loss: 0.0312465 | val_loss: 0.031247 | Time: 1181.62 ms [2021-09-25 19:58:51 main:574] : INFO : Epoch 1693 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 1219.03 ms [2021-09-25 19:58:52 main:574] : INFO : Epoch 1694 | loss: 0.0312467 | val_loss: 0.0312492 | Time: 1204.33 ms [2021-09-25 19:58:53 main:574] : INFO : Epoch 1695 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 1184.91 ms [2021-09-25 19:58:54 main:574] : INFO : Epoch 1696 | loss: 0.0312466 | val_loss: 0.031246 | Time: 1221.25 ms [2021-09-25 19:58:56 main:574] : INFO : Epoch 1697 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1220.06 ms [2021-09-25 19:58:57 main:574] : INFO : Epoch 1698 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1182.29 ms [2021-09-25 19:59:00 main:574] : INFO : Epoch 1699 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 1207.02 ms [2021-09-25 19:59:01 main:574] : INFO : Epoch 1700 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 1205.06 ms [2021-09-25 19:59:02 main:574] : INFO : Epoch 1701 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 1234.13 ms [2021-09-25 19:59:03 main:574] : INFO : Epoch 1702 | loss: 0.0312471 | val_loss: 0.0312496 | Time: 1215.13 ms [2021-09-25 19:59:05 main:574] : INFO : Epoch 1703 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1208.21 ms [2021-09-25 19:59:06 main:574] : INFO : Epoch 1704 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 1227.91 ms [2021-09-25 19:59:08 main:574] : INFO : Epoch 1705 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1200.71 ms [2021-09-25 19:59:09 main:574] : INFO : Epoch 1706 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1201.4 ms [2021-09-25 19:59:10 main:574] : INFO : Epoch 1707 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 1242.94 ms [2021-09-25 19:59:11 main:574] : INFO : Epoch 1708 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1177.84 ms [2021-09-25 19:59:13 main:574] : INFO : Epoch 1709 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 1222.93 ms [2021-09-25 19:59:14 main:574] : INFO : Epoch 1710 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 1220.29 ms [2021-09-25 19:59:15 main:574] : INFO : Epoch 1711 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 1188.9 ms [2021-09-25 19:59:16 main:574] : INFO : Epoch 1712 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 1211.07 ms [2021-09-25 19:59:18 main:574] : INFO : Epoch 1713 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 1199.64 ms [2021-09-25 19:59:19 main:574] : INFO : Epoch 1714 | loss: 0.031248 | val_loss: 0.0312457 | Time: 1189.85 ms [2021-09-25 19:59:21 main:574] : INFO : Epoch 1715 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 1212.94 ms [2021-09-25 19:59:22 main:574] : INFO : Epoch 1716 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 1206.97 ms [2021-09-25 19:59:23 main:574] : INFO : Epoch 1717 | loss: 0.0312498 | val_loss: 0.031247 | Time: 1187.04 ms [2021-09-25 19:59:24 main:574] : INFO : Epoch 1718 | loss: 0.0312486 | val_loss: 0.0312503 | Time: 1220.06 ms [2021-09-25 19:59:26 main:574] : INFO : Epoch 1719 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 1189.64 ms [2021-09-25 19:59:27 main:574] : INFO : Epoch 1720 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 1182.46 ms [2021-09-25 19:59:28 main:574] : INFO : Epoch 1721 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1223.34 ms [2021-09-25 19:59:29 main:574] : INFO : Epoch 1722 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 1202.15 ms [2021-09-25 19:59:31 main:574] : INFO : Epoch 1723 | loss: 0.0312469 | val_loss: 0.031246 | Time: 1208.02 ms [2021-09-25 19:59:32 main:574] : INFO : Epoch 1724 | loss: 0.0312469 | val_loss: 0.0312459 | Time: 1219.42 ms [2021-09-25 19:59:33 main:574] : INFO : Epoch 1725 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1176.99 ms [2021-09-25 19:59:34 main:574] : INFO : Epoch 1726 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 1223.91 ms [2021-09-25 19:59:36 main:574] : INFO : Epoch 1727 | loss: 0.0312475 | val_loss: 0.0312506 | Time: 1215.17 ms [2021-09-25 19:59:37 main:574] : INFO : Epoch 1728 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 1192.31 ms [2021-09-25 19:59:38 main:574] : INFO : Epoch 1729 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 1226.63 ms [2021-09-25 19:59:40 main:574] : INFO : Epoch 1730 | loss: 0.0312492 | val_loss: 0.031247 | Time: 1218.82 ms [2021-09-25 19:59:41 main:574] : INFO : Epoch 1731 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 1196.18 ms [2021-09-25 19:59:42 main:574] : INFO : Epoch 1732 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 1240.93 ms [2021-09-25 19:59:43 main:574] : INFO : Epoch 1733 | loss: 0.0312473 | val_loss: 0.0312504 | Time: 1172.9 ms [2021-09-25 19:59:45 main:574] : INFO : Epoch 1734 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1201.01 ms [2021-09-25 19:59:46 main:574] : INFO : Epoch 1735 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1210.2 ms [2021-09-25 19:59:47 main:574] : INFO : Epoch 1736 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 1184.36 ms [2021-09-25 19:59:49 main:574] : INFO : Epoch 1737 | loss: 0.0312468 | val_loss: 0.031246 | Time: 1243.67 ms [2021-09-25 19:59:50 main:574] : INFO : Epoch 1738 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1202.48 ms [2021-09-25 19:59:51 main:574] : INFO : Epoch 1739 | loss: 0.0312481 | val_loss: 0.0312459 | Time: 1183.76 ms [2021-09-25 19:59:52 main:574] : INFO : Epoch 1740 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1232.62 ms [2021-09-25 19:59:54 main:574] : INFO : Epoch 1741 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1204.59 ms [2021-09-25 19:59:55 main:574] : INFO : Epoch 1742 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 1207.47 ms [2021-09-25 19:59:56 main:574] : INFO : Epoch 1743 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1223.26 ms [2021-09-25 19:59:57 main:574] : INFO : Epoch 1744 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1184.24 ms [2021-09-25 19:59:59 main:574] : INFO : Epoch 1745 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1208.46 ms [2021-09-25 20:00:00 main:574] : INFO : Epoch 1746 | loss: 0.0312471 | val_loss: 0.031246 | Time: 1205.53 ms [2021-09-25 20:00:01 main:574] : INFO : Epoch 1747 | loss: 0.031247 | val_loss: 0.0312466 | Time: 1183.92 ms [2021-09-25 20:00:04 main:574] : INFO : Epoch 1748 | loss: 0.031247 | val_loss: 0.0312482 | Time: 1189.93 ms [2021-09-25 20:00:05 main:574] : INFO : Epoch 1749 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1221.55 ms [2021-09-25 20:00:06 main:574] : INFO : Epoch 1750 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 1197.43 ms [2021-09-25 20:00:07 main:574] : INFO : Epoch 1751 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1189.81 ms [2021-09-25 20:00:09 main:574] : INFO : Epoch 1752 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 1232.53 ms [2021-09-25 20:00:10 main:574] : INFO : Epoch 1753 | loss: 0.0312495 | val_loss: 0.031248 | Time: 1199.97 ms [2021-09-25 20:00:12 main:574] : INFO : Epoch 1754 | loss: 0.0312497 | val_loss: 0.0312468 | Time: 1201.94 ms [2021-09-25 20:00:13 main:574] : INFO : Epoch 1755 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 1190.3 ms [2021-09-25 20:00:15 main:574] : INFO : Epoch 1756 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 1225.82 ms [2021-09-25 20:00:16 main:574] : INFO : Epoch 1757 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 1205.73 ms [2021-09-25 20:00:17 main:574] : INFO : Epoch 1758 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1185.05 ms [2021-09-25 20:00:19 main:574] : INFO : Epoch 1759 | loss: 0.0312485 | val_loss: 0.0312459 | Time: 1228.72 ms [2021-09-25 20:00:20 main:574] : INFO : Epoch 1760 | loss: 0.0312479 | val_loss: 0.0312461 | Time: 1202.39 ms [2021-09-25 20:00:21 main:574] : INFO : Epoch 1761 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 1206.54 ms [2021-09-25 20:00:23 main:574] : INFO : Epoch 1762 | loss: 0.0312469 | val_loss: 0.031248 | Time: 1249.6 ms [2021-09-25 20:00:24 main:574] : INFO : Epoch 1763 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1194.81 ms [2021-09-25 20:00:25 main:574] : INFO : Epoch 1764 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1203.41 ms [2021-09-25 20:00:26 main:574] : INFO : Epoch 1765 | loss: 0.0312484 | val_loss: 0.0312459 | Time: 1263.07 ms [2021-09-25 20:00:28 main:574] : INFO : Epoch 1766 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1170.72 ms [2021-09-25 20:00:29 main:574] : INFO : Epoch 1767 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 1221.67 ms [2021-09-25 20:00:30 main:574] : INFO : Epoch 1768 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 1194.19 ms [2021-09-25 20:00:32 main:574] : INFO : Epoch 1769 | loss: 0.031247 | val_loss: 0.0312462 | Time: 1198.73 ms [2021-09-25 20:00:33 main:574] : INFO : Epoch 1770 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 1232.5 ms [2021-09-25 20:00:34 main:574] : INFO : Epoch 1771 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1199.31 ms [2021-09-25 20:00:35 main:574] : INFO : Epoch 1772 | loss: 0.0312463 | val_loss: 0.0312478 | Time: 1193.15 ms [2021-09-25 20:00:37 main:574] : INFO : Epoch 1773 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1253.84 ms [2021-09-25 20:00:38 main:574] : INFO : Epoch 1774 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 1196.66 ms [2021-09-25 20:00:39 main:574] : INFO : Epoch 1775 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 1211.73 ms [2021-09-25 20:00:41 main:574] : INFO : Epoch 1776 | loss: 0.0312487 | val_loss: 0.0312473 | Time: 1223.94 ms [2021-09-25 20:00:42 main:574] : INFO : Epoch 1777 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1220.01 ms [2021-09-25 20:00:43 main:574] : INFO : Epoch 1778 | loss: 0.031247 | val_loss: 0.0312461 | Time: 1208.04 ms [2021-09-25 20:00:45 main:574] : INFO : Epoch 1779 | loss: 0.031247 | val_loss: 0.0312459 | Time: 1247.35 ms [2021-09-25 20:00:46 main:574] : INFO : Epoch 1780 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 1175.1 ms [2021-09-25 20:00:47 main:574] : INFO : Epoch 1781 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 1219.78 ms [2021-09-25 20:00:48 main:574] : INFO : Epoch 1782 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1194.55 ms [2021-09-25 20:00:50 main:574] : INFO : Epoch 1783 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 1177.91 ms [2021-09-25 20:00:51 main:574] : INFO : Epoch 1784 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 1220.05 ms [2021-09-25 20:00:52 main:574] : INFO : Epoch 1785 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1212.01 ms [2021-09-25 20:00:53 main:574] : INFO : Epoch 1786 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1205.91 ms [2021-09-25 20:00:55 main:574] : INFO : Epoch 1787 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1221.97 ms [2021-09-25 20:00:56 main:574] : INFO : Epoch 1788 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1177.11 ms [2021-09-25 20:00:57 main:574] : INFO : Epoch 1789 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 1205.7 ms [2021-09-25 20:00:59 main:574] : INFO : Epoch 1790 | loss: 0.0312471 | val_loss: 0.0312482 | Time: 1215.44 ms [2021-09-25 20:01:00 main:574] : INFO : Epoch 1791 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1178.11 ms [2021-09-25 20:01:01 main:574] : INFO : Epoch 1792 | loss: 0.0312483 | val_loss: 0.0312458 | Time: 1235.72 ms [2021-09-25 20:01:02 main:574] : INFO : Epoch 1793 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 1232.8 ms [2021-09-25 20:01:04 main:574] : INFO : Epoch 1794 | loss: 0.0312477 | val_loss: 0.0312489 | Time: 1181.21 ms [2021-09-25 20:01:05 main:574] : INFO : Epoch 1795 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 1252.98 ms [2021-09-25 20:01:06 main:574] : INFO : Epoch 1796 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1224.08 ms [2021-09-25 20:01:08 main:574] : INFO : Epoch 1797 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 1195.55 ms [2021-09-25 20:01:09 main:574] : INFO : Epoch 1798 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1249.14 ms [2021-09-25 20:01:10 main:574] : INFO : Epoch 1799 | loss: 0.031247 | val_loss: 0.0312457 | Time: 1194.8 ms [2021-09-25 20:01:12 main:574] : INFO : Epoch 1800 | loss: 0.0312465 | val_loss: 0.031246 | Time: 1202.84 ms [2021-09-25 20:01:13 main:574] : INFO : Epoch 1801 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 1228.69 ms [2021-09-25 20:01:14 main:574] : INFO : Epoch 1802 | loss: 0.0312479 | val_loss: 0.0312523 | Time: 1164.87 ms [2021-09-25 20:01:15 main:574] : INFO : Epoch 1803 | loss: 0.0312481 | val_loss: 0.0312464 | Time: 1206.18 ms [2021-09-25 20:01:17 main:574] : INFO : Epoch 1804 | loss: 0.031247 | val_loss: 0.0312461 | Time: 1241.39 ms [2021-09-25 20:01:18 main:574] : INFO : Epoch 1805 | loss: 0.0312476 | val_loss: 0.0312513 | Time: 1181.05 ms [2021-09-25 20:01:19 main:574] : INFO : Epoch 1806 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1215.86 ms [2021-09-25 20:01:21 main:574] : INFO : Epoch 1807 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1229.61 ms [2021-09-25 20:01:22 main:574] : INFO : Epoch 1808 | loss: 0.031247 | val_loss: 0.0312482 | Time: 1184.59 ms [2021-09-25 20:01:23 main:574] : INFO : Epoch 1809 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 1210.84 ms [2021-09-25 20:01:25 main:574] : INFO : Epoch 1810 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 1208.49 ms [2021-09-25 20:01:26 main:574] : INFO : Epoch 1811 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 1183.73 ms [2021-09-25 20:01:27 main:574] : INFO : Epoch 1812 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1240.09 ms [2021-09-25 20:01:29 main:574] : INFO : Epoch 1813 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 1206.72 ms [2021-09-25 20:01:30 main:574] : INFO : Epoch 1814 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 1181.55 ms [2021-09-25 20:01:31 main:574] : INFO : Epoch 1815 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 1246.7 ms [2021-09-25 20:01:33 main:574] : INFO : Epoch 1816 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1209.76 ms [2021-09-25 20:01:34 main:574] : INFO : Epoch 1817 | loss: 0.031247 | val_loss: 0.0312475 | Time: 1185.21 ms [2021-09-25 20:01:35 main:574] : INFO : Epoch 1818 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 1267.15 ms [2021-09-25 20:01:37 main:574] : INFO : Epoch 1819 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1194.69 ms [2021-09-25 20:01:38 main:574] : INFO : Epoch 1820 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1191.89 ms [2021-09-25 20:01:39 main:574] : INFO : Epoch 1821 | loss: 0.0312478 | val_loss: 0.0312463 | Time: 1241.32 ms [2021-09-25 20:01:41 main:574] : INFO : Epoch 1822 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1208.41 ms [2021-09-25 20:01:42 main:574] : INFO : Epoch 1823 | loss: 0.0312472 | val_loss: 0.031246 | Time: 1210.26 ms [2021-09-25 20:01:43 main:574] : INFO : Epoch 1824 | loss: 0.031247 | val_loss: 0.031246 | Time: 1234.31 ms [2021-09-25 20:01:44 main:574] : INFO : Epoch 1825 | loss: 0.0312468 | val_loss: 0.0312495 | Time: 1207.84 ms [2021-09-25 20:01:46 main:574] : INFO : Epoch 1826 | loss: 0.0312493 | val_loss: 0.0312463 | Time: 1214.92 ms [2021-09-25 20:01:47 main:574] : INFO : Epoch 1827 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1217.32 ms [2021-09-25 20:01:48 main:574] : INFO : Epoch 1828 | loss: 0.0312492 | val_loss: 0.0312469 | Time: 1172.79 ms [2021-09-25 20:01:49 main:574] : INFO : Epoch 1829 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 1226.31 ms [2021-09-25 20:01:51 main:574] : INFO : Epoch 1830 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1217.28 ms [2021-09-25 20:01:52 main:574] : INFO : Epoch 1831 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1192.47 ms [2021-09-25 20:01:53 main:574] : INFO : Epoch 1832 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 1228.3 ms [2021-09-25 20:01:55 main:574] : INFO : Epoch 1833 | loss: 0.0312466 | val_loss: 0.031246 | Time: 1207.87 ms [2021-09-25 20:01:56 main:574] : INFO : Epoch 1834 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 1193.95 ms [2021-09-25 20:01:57 main:574] : INFO : Epoch 1835 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 1246.29 ms [2021-09-25 20:01:59 main:574] : INFO : Epoch 1836 | loss: 0.031247 | val_loss: 0.031246 | Time: 1216.51 ms [2021-09-25 20:02:00 main:574] : INFO : Epoch 1837 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 1203.59 ms [2021-09-25 20:02:01 main:574] : INFO : Epoch 1838 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 1280.17 ms [2021-09-25 20:02:03 main:574] : INFO : Epoch 1839 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 1218.91 ms [2021-09-25 20:02:04 main:574] : INFO : Epoch 1840 | loss: 0.031247 | val_loss: 0.0312463 | Time: 1211.77 ms [2021-09-25 20:02:05 main:574] : INFO : Epoch 1841 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 1238.8 ms [2021-09-25 20:02:06 main:574] : INFO : Epoch 1842 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 1176.14 ms [2021-09-25 20:02:08 main:574] : INFO : Epoch 1843 | loss: 0.0312472 | val_loss: 0.0312455 | Time: 1212.7 ms [2021-09-25 20:02:09 main:574] : INFO : Epoch 1844 | loss: 0.0312487 | val_loss: 0.031251 | Time: 1225.94 ms [2021-09-25 20:02:10 main:574] : INFO : Epoch 1845 | loss: 0.0312485 | val_loss: 0.0312457 | Time: 1183.17 ms [2021-09-25 20:02:12 main:574] : INFO : Epoch 1846 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1208.93 ms [2021-09-25 20:02:13 main:574] : INFO : Epoch 1847 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1232.01 ms [2021-09-25 20:02:14 main:574] : INFO : Epoch 1848 | loss: 0.0312483 | val_loss: 0.0312459 | Time: 1184.44 ms [2021-09-25 20:02:16 main:574] : INFO : Epoch 1849 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 1223.75 ms [2021-09-25 20:02:17 main:574] : INFO : Epoch 1850 | loss: 0.0312471 | val_loss: 0.0312457 | Time: 1208.81 ms [2021-09-25 20:02:18 main:574] : INFO : Epoch 1851 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1197.64 ms [2021-09-25 20:02:19 main:574] : INFO : Epoch 1852 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 1210.16 ms [2021-09-25 20:02:21 main:574] : INFO : Epoch 1853 | loss: 0.0312479 | val_loss: 0.0312463 | Time: 1208.99 ms [2021-09-25 20:02:22 main:574] : INFO : Epoch 1854 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 1215.5 ms [2021-09-25 20:02:23 main:574] : INFO : Epoch 1855 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 1223.16 ms [2021-09-25 20:02:25 main:574] : INFO : Epoch 1856 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 1174.39 ms [2021-09-25 20:02:26 main:574] : INFO : Epoch 1857 | loss: 0.0312471 | val_loss: 0.0312509 | Time: 1212.89 ms [2021-09-25 20:02:27 main:574] : INFO : Epoch 1858 | loss: 0.0312483 | val_loss: 0.0312458 | Time: 1213.56 ms [2021-09-25 20:02:28 main:574] : INFO : Epoch 1859 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 1167.22 ms [2021-09-25 20:02:30 main:574] : INFO : Epoch 1860 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 1217.06 ms [2021-09-25 20:02:31 main:574] : INFO : Epoch 1861 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 1227.61 ms [2021-09-25 20:02:32 main:574] : INFO : Epoch 1862 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 1191.91 ms [2021-09-25 20:02:34 main:574] : INFO : Epoch 1863 | loss: 0.0312467 | val_loss: 0.0312481 | Time: 1232.1 ms [2021-09-25 20:02:35 main:574] : INFO : Epoch 1864 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1189.01 ms [2021-09-25 20:02:36 main:574] : INFO : Epoch 1865 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1190.21 ms [2021-09-25 20:02:38 main:574] : INFO : Epoch 1866 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1243.77 ms [2021-09-25 20:02:39 main:574] : INFO : Epoch 1867 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 1180.03 ms [2021-09-25 20:02:40 main:574] : INFO : Epoch 1868 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 1203.82 ms [2021-09-25 20:02:42 main:574] : INFO : Epoch 1869 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1201.9 ms [2021-09-25 20:02:44 main:574] : INFO : Epoch 1870 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1212.54 ms [2021-09-25 20:02:46 main:574] : INFO : Epoch 1871 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1218.02 ms [2021-09-25 20:02:47 main:574] : INFO : Epoch 1872 | loss: 0.0312493 | val_loss: 0.0312466 | Time: 1206.19 ms [2021-09-25 20:02:48 main:574] : INFO : Epoch 1873 | loss: 0.0312472 | val_loss: 0.0312518 | Time: 1209.73 ms [2021-09-25 20:02:50 main:574] : INFO : Epoch 1874 | loss: 0.0312487 | val_loss: 0.0312463 | Time: 1210.07 ms [2021-09-25 20:02:51 main:574] : INFO : Epoch 1875 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1167.23 ms [2021-09-25 20:02:52 main:574] : INFO : Epoch 1876 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1216.9 ms [2021-09-25 20:02:53 main:574] : INFO : Epoch 1877 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1231.04 ms [2021-09-25 20:02:55 main:574] : INFO : Epoch 1878 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 1174.71 ms [2021-09-25 20:02:56 main:574] : INFO : Epoch 1879 | loss: 0.0312479 | val_loss: 0.0312462 | Time: 1217.68 ms [2021-09-25 20:02:57 main:574] : INFO : Epoch 1880 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1207.17 ms [2021-09-25 20:02:59 main:574] : INFO : Epoch 1881 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1191.8 ms [2021-09-25 20:03:00 main:574] : INFO : Epoch 1882 | loss: 0.0312476 | val_loss: 0.0312542 | Time: 1247.44 ms [2021-09-25 20:03:01 main:574] : INFO : Epoch 1883 | loss: 0.03125 | val_loss: 0.0312461 | Time: 1216.55 ms [2021-09-25 20:03:03 main:574] : INFO : Epoch 1884 | loss: 0.031248 | val_loss: 0.0312464 | Time: 1188.22 ms [2021-09-25 20:03:04 main:574] : INFO : Epoch 1885 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 1246.8 ms [2021-09-25 20:03:05 main:574] : INFO : Epoch 1886 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1189.25 ms [2021-09-25 20:03:06 main:574] : INFO : Epoch 1887 | loss: 0.0312488 | val_loss: 0.0312466 | Time: 1203.34 ms [2021-09-25 20:03:08 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312467 | Time: 1240.86 ms [2021-09-25 20:03:09 main:574] : INFO : Epoch 1889 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1222.06 ms [2021-09-25 20:03:10 main:574] : INFO : Epoch 1890 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1209.15 ms [2021-09-25 20:03:12 main:574] : INFO : Epoch 1891 | loss: 0.0312469 | val_loss: 0.0312479 | Time: 1250.93 ms [2021-09-25 20:03:13 main:574] : INFO : Epoch 1892 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 1204.35 ms [2021-09-25 20:03:14 main:574] : INFO : Epoch 1893 | loss: 0.0312464 | val_loss: 0.031246 | Time: 1209.21 ms [2021-09-25 20:03:16 main:574] : INFO : Epoch 1894 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 1245.69 ms [2021-09-25 20:03:17 main:574] : INFO : Epoch 1895 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 1213.79 ms [2021-09-25 20:03:18 main:574] : INFO : Epoch 1896 | loss: 0.031247 | val_loss: 0.0312462 | Time: 1208.53 ms [2021-09-25 20:03:20 main:574] : INFO : Epoch 1897 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 1222.29 ms [2021-09-25 20:03:21 main:574] : INFO : Epoch 1898 | loss: 0.0312481 | val_loss: 0.0312501 | Time: 1179.06 ms [2021-09-25 20:03:22 main:574] : INFO : Epoch 1899 | loss: 0.0312486 | val_loss: 0.0312468 | Time: 1230.21 ms [2021-09-25 20:03:23 main:574] : INFO : Epoch 1900 | loss: 0.0312512 | val_loss: 0.0312485 | Time: 1228.64 ms [2021-09-25 20:03:25 main:574] : INFO : Epoch 1901 | loss: 0.0312485 | val_loss: 0.031247 | Time: 1189.77 ms [2021-09-25 20:03:26 main:574] : INFO : Epoch 1902 | loss: 0.0312474 | val_loss: 0.0312488 | Time: 1216.19 ms [2021-09-25 20:03:27 main:574] : INFO : Epoch 1903 | loss: 0.0312476 | val_loss: 0.0312462 | Time: 1194.19 ms [2021-09-25 20:03:29 main:574] : INFO : Epoch 1904 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1197.41 ms [2021-09-25 20:03:30 main:574] : INFO : Epoch 1905 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 1220.71 ms [2021-09-25 20:03:31 main:574] : INFO : Epoch 1906 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 1232.81 ms [2021-09-25 20:03:33 main:574] : INFO : Epoch 1907 | loss: 0.031247 | val_loss: 0.031246 | Time: 1204.32 ms [2021-09-25 20:03:34 main:574] : INFO : Epoch 1908 | loss: 0.031247 | val_loss: 0.0312496 | Time: 1246.24 ms [2021-09-25 20:03:35 main:574] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.0312531 | Time: 1220.48 ms [2021-09-25 20:03:37 main:574] : INFO : Epoch 1910 | loss: 0.0312488 | val_loss: 0.031248 | Time: 1206.12 ms [2021-09-25 20:03:38 main:574] : INFO : Epoch 1911 | loss: 0.0312483 | val_loss: 0.0312464 | Time: 1219.5 ms [2021-09-25 20:03:39 main:574] : INFO : Epoch 1912 | loss: 0.0312476 | val_loss: 0.031246 | Time: 1180.75 ms [2021-09-25 20:03:40 main:574] : INFO : Epoch 1913 | loss: 0.031247 | val_loss: 0.031247 | Time: 1211.75 ms [2021-09-25 20:03:42 main:574] : INFO : Epoch 1914 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 1208.03 ms [2021-09-25 20:03:43 main:574] : INFO : Epoch 1915 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 1186.59 ms [2021-09-25 20:03:44 main:574] : INFO : Epoch 1916 | loss: 0.031247 | val_loss: 0.0312459 | Time: 1223.13 ms [2021-09-25 20:03:46 main:574] : INFO : Epoch 1917 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1242.4 ms [2021-09-25 20:03:47 main:574] : INFO : Epoch 1918 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 1179.45 ms [2021-09-25 20:03:50 main:574] : INFO : Epoch 1919 | loss: 0.0312487 | val_loss: 0.0312468 | Time: 1233.06 ms [2021-09-25 20:03:51 main:574] : INFO : Epoch 1920 | loss: 0.031247 | val_loss: 0.0312491 | Time: 1207.33 ms [2021-09-25 20:03:52 main:574] : INFO : Epoch 1921 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1202.85 ms [2021-09-25 20:03:54 main:574] : INFO : Epoch 1922 | loss: 0.0312489 | val_loss: 0.0312465 | Time: 1242.41 ms [2021-09-25 20:03:55 main:574] : INFO : Epoch 1923 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 1203.64 ms [2021-09-25 20:03:56 main:574] : INFO : Epoch 1924 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 1220.48 ms [2021-09-25 20:03:57 main:574] : INFO : Epoch 1925 | loss: 0.031247 | val_loss: 0.0312462 | Time: 1220.18 ms [2021-09-25 20:03:59 main:574] : INFO : Epoch 1926 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 1176.08 ms [2021-09-25 20:04:00 main:574] : INFO : Epoch 1927 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1210.72 ms [2021-09-25 20:04:01 main:574] : INFO : Epoch 1928 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 1223.94 ms [2021-09-25 20:04:03 main:574] : INFO : Epoch 1929 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1174.09 ms [2021-09-25 20:04:04 main:574] : INFO : Epoch 1930 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1218.67 ms [2021-09-25 20:04:05 main:574] : INFO : Epoch 1931 | loss: 0.031247 | val_loss: 0.0312461 | Time: 1208.01 ms [2021-09-25 20:04:07 main:574] : INFO : Epoch 1932 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 1178.32 ms [2021-09-25 20:04:08 main:574] : INFO : Epoch 1933 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1229.74 ms [2021-09-25 20:04:09 main:574] : INFO : Epoch 1934 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 1224.32 ms [2021-09-25 20:04:11 main:574] : INFO : Epoch 1935 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 1173.83 ms [2021-09-25 20:04:12 main:574] : INFO : Epoch 1936 | loss: 0.0312496 | val_loss: 0.0312467 | Time: 1215.56 ms [2021-09-25 20:04:13 main:574] : INFO : Epoch 1937 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 1243.47 ms [2021-09-25 20:04:15 main:574] : INFO : Epoch 1938 | loss: 0.0312466 | val_loss: 0.031246 | Time: 1175.88 ms [2021-09-25 20:04:16 main:574] : INFO : Epoch 1939 | loss: 0.0312479 | val_loss: 0.0312502 | Time: 1222.86 ms [2021-09-25 20:04:17 main:574] : INFO : Epoch 1940 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1198.8 ms [2021-09-25 20:04:19 main:574] : INFO : Epoch 1941 | loss: 0.0312471 | val_loss: 0.0312505 | Time: 1179.74 ms [2021-09-25 20:04:20 main:574] : INFO : Epoch 1942 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 1245.98 ms [2021-09-25 20:04:21 main:574] : INFO : Epoch 1943 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1210.73 ms [2021-09-25 20:04:23 main:574] : INFO : Epoch 1944 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 1201.26 ms [2021-09-25 20:04:24 main:574] : INFO : Epoch 1945 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1240.02 ms [2021-09-25 20:04:25 main:574] : INFO : Epoch 1946 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 1178.03 ms [2021-09-25 20:04:26 main:574] : INFO : Epoch 1947 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1208.32 ms [2021-09-25 20:04:28 main:574] : INFO : Epoch 1948 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 1237.89 ms [2021-09-25 20:04:29 main:574] : INFO : Epoch 1949 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1190.34 ms [2021-09-25 20:04:30 main:574] : INFO : Epoch 1950 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 1217.9 ms [2021-09-25 20:04:32 main:574] : INFO : Epoch 1951 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1205.69 ms [2021-09-25 20:04:33 main:574] : INFO : Epoch 1952 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 1189.44 ms [2021-09-25 20:04:34 main:574] : INFO : Epoch 1953 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 1227.13 ms [2021-09-25 20:04:35 main:574] : INFO : Epoch 1954 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1187.19 ms [2021-09-25 20:04:37 main:574] : INFO : Epoch 1955 | loss: 0.0312472 | val_loss: 0.031246 | Time: 1195.7 ms [2021-09-25 20:04:38 main:574] : INFO : Epoch 1956 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 1227.48 ms [2021-09-25 20:04:39 main:574] : INFO : Epoch 1957 | loss: 0.0312486 | val_loss: 0.0312464 | Time: 1191.45 ms [2021-09-25 20:04:41 main:574] : INFO : Epoch 1958 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 1203.8 ms [2021-09-25 20:04:42 main:574] : INFO : Epoch 1959 | loss: 0.0312471 | val_loss: 0.031247 | Time: 1226.21 ms [2021-09-25 20:04:43 main:574] : INFO : Epoch 1960 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 1195.01 ms [2021-09-25 20:04:45 main:574] : INFO : Epoch 1961 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 1197.47 ms [2021-09-25 20:04:46 main:574] : INFO : Epoch 1962 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 1234.95 ms [2021-09-25 20:04:47 main:574] : INFO : Epoch 1963 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1187.34 ms [2021-09-25 20:04:49 main:574] : INFO : Epoch 1964 | loss: 0.0312473 | val_loss: 0.0312507 | Time: 1211.96 ms [2021-09-25 20:04:50 main:574] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.0312475 | Time: 1225.17 ms [2021-09-25 20:04:51 main:574] : INFO : Epoch 1966 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1168.34 ms [2021-09-25 20:04:52 main:574] : INFO : Epoch 1967 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 1225.85 ms [2021-09-25 20:04:54 main:574] : INFO : Epoch 1968 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 1217.09 ms [2021-09-25 20:04:55 main:574] : INFO : Epoch 1969 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 1186.95 ms [2021-09-25 20:04:56 main:574] : INFO : Epoch 1970 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1225.82 ms [2021-09-25 20:04:58 main:574] : INFO : Epoch 1971 | loss: 0.031247 | val_loss: 0.0312457 | Time: 1203.17 ms [2021-09-25 20:04:59 main:574] : INFO : Epoch 1972 | loss: 0.0312466 | val_loss: 0.0312464 | Time: 1199.06 ms [2021-09-25 20:05:00 main:574] : INFO : Epoch 1973 | loss: 0.0312472 | val_loss: 0.0312522 | Time: 1230.51 ms [2021-09-25 20:05:02 main:574] : INFO : Epoch 1974 | loss: 0.0312472 | val_loss: 0.031246 | Time: 1208.57 ms [2021-09-25 20:05:03 main:574] : INFO : Epoch 1975 | loss: 0.0312471 | val_loss: 0.0312481 | Time: 1190.68 ms [2021-09-25 20:05:04 main:574] : INFO : Epoch 1976 | loss: 0.0312478 | val_loss: 0.031246 | Time: 1230.74 ms [2021-09-25 20:05:06 main:574] : INFO : Epoch 1977 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 1193.24 ms [2021-09-25 20:05:07 main:574] : INFO : Epoch 1978 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1194.01 ms [2021-09-25 20:05:08 main:574] : INFO : Epoch 1979 | loss: 0.0312478 | val_loss: 0.0312458 | Time: 1221.88 ms [2021-09-25 20:05:10 main:574] : INFO : Epoch 1980 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 1211.86 ms [2021-09-25 20:05:11 main:574] : INFO : Epoch 1981 | loss: 0.031247 | val_loss: 0.0312464 | Time: 1207.82 ms [2021-09-25 20:05:12 main:574] : INFO : Epoch 1982 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 1223.45 ms [2021-09-25 20:05:14 main:574] : INFO : Epoch 1983 | loss: 0.0312467 | val_loss: 0.0312508 | Time: 1205.03 ms [2021-09-25 20:05:15 main:574] : INFO : Epoch 1984 | loss: 0.0312485 | val_loss: 0.0312464 | Time: 1202.94 ms [2021-09-25 20:05:16 main:574] : INFO : Epoch 1985 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 1235.68 ms [2021-09-25 20:05:18 main:574] : INFO : Epoch 1986 | loss: 0.031247 | val_loss: 0.0312473 | Time: 1215.56 ms [2021-09-25 20:05:19 main:574] : INFO : Epoch 1987 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 1194.12 ms [2021-09-25 20:05:20 main:574] : INFO : Epoch 1988 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 1221.28 ms [2021-09-25 20:05:22 main:574] : INFO : Epoch 1989 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 1201.03 ms [2021-09-25 20:05:23 main:574] : INFO : Epoch 1990 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 1205.69 ms [2021-09-25 20:05:24 main:574] : INFO : Epoch 1991 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 1218.29 ms [2021-09-25 20:05:25 main:574] : INFO : Epoch 1992 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1175.73 ms [2021-09-25 20:05:27 main:574] : INFO : Epoch 1993 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 1207.17 ms [2021-09-25 20:05:28 main:574] : INFO : Epoch 1994 | loss: 0.0312468 | val_loss: 0.0312464 | Time: 1216.76 ms [2021-09-25 20:05:29 main:574] : INFO : Epoch 1995 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 1172.7 ms [2021-09-25 20:05:31 main:574] : INFO : Epoch 1996 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1216 ms [2021-09-25 20:05:32 main:574] : INFO : Epoch 1997 | loss: 0.0312473 | val_loss: 0.031246 | Time: 1216.39 ms [2021-09-25 20:05:33 main:574] : INFO : Epoch 1998 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1182.16 ms [2021-09-25 20:05:35 main:574] : INFO : Epoch 1999 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 1227.42 ms [2021-09-25 20:05:36 main:574] : INFO : Epoch 2000 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 1199.8 ms [2021-09-25 20:05:37 main:574] : INFO : Epoch 2001 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 1187.01 ms [2021-09-25 20:05:39 main:574] : INFO : Epoch 2002 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 1232.75 ms [2021-09-25 20:05:40 main:574] : INFO : Epoch 2003 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 1205.4 ms [2021-09-25 20:05:41 main:574] : INFO : Epoch 2004 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 1192.02 ms [2021-09-25 20:05:43 main:574] : INFO : Epoch 2005 | loss: 0.031247 | val_loss: 0.0312459 | Time: 1231.84 ms [2021-09-25 20:05:44 main:574] : INFO : Epoch 2006 | loss: 0.0312477 | val_loss: 0.0312509 | Time: 1210.11 ms [2021-09-25 20:05:45 main:574] : INFO : Epoch 2007 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 1203.02 ms [2021-09-25 20:05:46 main:574] : INFO : Epoch 2008 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 1229.67 ms [2021-09-25 20:05:48 main:574] : INFO : Epoch 2009 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 1199.77 ms [2021-09-25 20:05:49 main:574] : INFO : Epoch 2010 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1197.36 ms [2021-09-25 20:05:50 main:574] : INFO : Epoch 2011 | loss: 0.0313178 | val_loss: 0.0315888 | Time: 1210.01 ms [2021-09-25 20:05:52 main:574] : INFO : Epoch 2012 | loss: 0.031649 | val_loss: 0.0336702 | Time: 1174.51 ms [2021-09-25 20:05:53 main:574] : INFO : Epoch 2013 | loss: 0.0318189 | val_loss: 0.031361 | Time: 1215.75 ms [2021-09-25 20:05:54 main:574] : INFO : Epoch 2014 | loss: 0.0312927 | val_loss: 0.0312647 | Time: 1205.7 ms [2021-09-25 20:05:55 main:574] : INFO : Epoch 2015 | loss: 0.0312559 | val_loss: 0.0312504 | Time: 1181.79 ms [2021-09-25 20:05:57 main:574] : INFO : Epoch 2016 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1230.72 ms [2021-09-25 20:05:58 main:574] : INFO : Epoch 2017 | loss: 0.0312497 | val_loss: 0.0312482 | Time: 1212.74 ms [2021-09-25 20:05:59 main:574] : INFO : Epoch 2018 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 1180.85 ms [2021-09-25 20:06:01 main:574] : INFO : Epoch 2019 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1262.36 ms [2021-09-25 20:06:02 main:574] : INFO : Epoch 2020 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1194.35 ms [2021-09-25 20:06:03 main:574] : INFO : Epoch 2021 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1193.26 ms [2021-09-25 20:06:05 main:574] : INFO : Epoch 2022 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1226.65 ms [2021-09-25 20:06:06 main:574] : INFO : Epoch 2023 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1198 ms [2021-09-25 20:06:07 main:574] : INFO : Epoch 2024 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 1200.34 ms [2021-09-25 20:06:09 main:574] : INFO : Epoch 2025 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1245.79 ms [2021-09-25 20:06:10 main:574] : INFO : Epoch 2026 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1219.34 ms [2021-09-25 20:06:11 main:574] : INFO : Epoch 2027 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1201.92 ms [2021-09-25 20:06:13 main:574] : INFO : Epoch 2028 | loss: 0.031247 | val_loss: 0.0312463 | Time: 1216.22 ms [2021-09-25 20:06:14 main:574] : INFO : Epoch 2029 | loss: 0.0312468 | val_loss: 0.0312503 | Time: 1209.82 ms [2021-09-25 20:06:16 main:574] : INFO : Epoch 2030 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 1202.46 ms [2021-09-25 20:06:17 main:574] : INFO : Epoch 2031 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 1244.72 ms [2021-09-25 20:06:18 main:574] : INFO : Epoch 2032 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 1216.6 ms [2021-09-25 20:06:20 main:574] : INFO : Epoch 2033 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1203.55 ms [2021-09-25 20:06:22 main:574] : INFO : Epoch 2034 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 1180.03 ms [2021-09-25 20:06:24 main:574] : INFO : Epoch 2035 | loss: 0.031247 | val_loss: 0.0312481 | Time: 1177.2 ms [2021-09-25 20:06:25 main:574] : INFO : Epoch 2036 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 1231.31 ms [2021-09-25 20:06:26 main:574] : INFO : Epoch 2037 | loss: 0.0312474 | val_loss: 0.031248 | Time: 1215.96 ms [2021-09-25 20:06:28 main:574] : INFO : Epoch 2038 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1183.91 ms [2021-09-25 20:06:29 main:574] : INFO : Epoch 2039 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 1226.14 ms [2021-09-25 20:06:30 main:574] : INFO : Epoch 2040 | loss: 0.031247 | val_loss: 0.031247 | Time: 1211.99 ms [2021-09-25 20:06:32 main:574] : INFO : Epoch 2041 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 1195.42 ms [2021-09-25 20:06:33 main:574] : INFO : Epoch 2042 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 1253.63 ms [2021-09-25 20:06:34 main:574] : INFO : Epoch 2043 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1190.92 ms [2021-09-25 20:06:36 main:574] : INFO : Epoch 2044 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1199.73 ms [2021-09-25 20:06:37 main:574] : INFO : Epoch 2045 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 1247.52 ms [2021-09-25 20:06:38 main:574] : INFO : Epoch 2046 | loss: 0.0312493 | val_loss: 0.0312479 | Time: 1198.2 ms [2021-09-25 20:06:40 main:574] : INFO : Epoch 2047 | loss: 0.0312478 | val_loss: 0.031246 | Time: 1204.98 ms [2021-09-25 20:06:41 main:574] : INFO : Epoch 2048 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 1201.9 ms [2021-09-25 20:06:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312479 [2021-09-25 20:06:41 main:603] : INFO : Saving end state to config to file [2021-09-25 20:06:41 main:608] : INFO : Success, exiting.. 20:06:41 (13640): 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)