Task 14553806
| Name | ParityModified-1647040906-8380-3-0_1 |
| Workunit | 11374230 |
| Created | 9 Apr 2022, 16:50:35 UTC |
| Sent | 9 Apr 2022, 17:45:49 UTC |
| Report deadline | 17 Apr 2022, 17:45:49 UTC |
| Received | 9 Apr 2022, 23:38:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 45 min 46 sec |
| CPU time | 44 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1 main:574] : INFO : Epoch 1542 | loss: 0.0311416 | val_loss: 0.0311573 | Time: 1354.74 ms [2022-04-10 07:26:52 main:574] : INFO : Epoch 1543 | loss: 0.0311415 | val_loss: 0.0311664 | Time: 1241.54 ms [2022-04-10 07:26:54 main:574] : INFO : Epoch 1544 | loss: 0.031143 | val_loss: 0.0311596 | Time: 1262.34 ms [2022-04-10 07:26:55 main:574] : INFO : Epoch 1545 | loss: 0.0311452 | val_loss: 0.0311701 | Time: 1319.17 ms [2022-04-10 07:26:56 main:574] : INFO : Epoch 1546 | loss: 0.0311451 | val_loss: 0.031163 | Time: 1253.36 ms [2022-04-10 07:26:58 main:574] : INFO : Epoch 1547 | loss: 0.0311471 | val_loss: 0.031174 | Time: 1313.13 ms [2022-04-10 07:26:59 main:574] : INFO : Epoch 1548 | loss: 0.0311496 | val_loss: 0.0311615 | Time: 1326.68 ms [2022-04-10 07:27:00 main:574] : INFO : Epoch 1549 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 1340.35 ms [2022-04-10 07:27:02 main:574] : INFO : Epoch 1550 | loss: 0.0311518 | val_loss: 0.0311588 | Time: 1301.5 ms [2022-04-10 07:27:03 main:574] : INFO : Epoch 1551 | loss: 0.0311468 | val_loss: 0.0311594 | Time: 1250.31 ms [2022-04-10 07:27:04 main:574] : INFO : Epoch 1552 | loss: 0.0311412 | val_loss: 0.0311581 | Time: 1220.67 ms [2022-04-10 07:27:05 main:574] : INFO : Epoch 1553 | loss: 0.0311392 | val_loss: 0.0311587 | Time: 1225.37 ms [2022-04-10 07:27:07 main:574] : INFO : Epoch 1554 | loss: 0.0311391 | val_loss: 0.0311598 | Time: 1336.89 ms [2022-04-10 07:27:08 main:574] : INFO : Epoch 1555 | loss: 0.0311387 | val_loss: 0.031161 | Time: 1302.77 ms [2022-04-10 07:27:09 main:574] : INFO : Epoch 1556 | loss: 0.0311387 | val_loss: 0.0311614 | Time: 1231.46 ms [2022-04-10 07:27:11 main:574] : INFO : Epoch 1557 | loss: 0.031138 | val_loss: 0.0311594 | Time: 1267.94 ms [2022-04-10 07:27:12 main:574] : INFO : Epoch 1558 | loss: 0.0311383 | val_loss: 0.0311622 | Time: 1309.82 ms [2022-04-10 07:27:13 main:574] : INFO : Epoch 1559 | loss: 0.0311435 | val_loss: 0.031168 | Time: 1261.09 ms [2022-04-10 07:27:14 main:574] : INFO : Epoch 1560 | loss: 0.0311399 | val_loss: 0.0311631 | Time: 1309.57 ms [2022-04-10 07:27:16 main:574] : INFO : Epoch 1561 | loss: 0.0311424 | val_loss: 0.0311595 | Time: 1313 ms [2022-04-10 07:27:17 main:574] : INFO : Epoch 1562 | loss: 0.0311405 | val_loss: 0.0311612 | Time: 1304.64 ms [2022-04-10 07:27:18 main:574] : INFO : Epoch 1563 | loss: 0.0311406 | val_loss: 0.0311681 | Time: 1272.47 ms [2022-04-10 07:27:20 main:574] : INFO : Epoch 1564 | loss: 0.0311388 | val_loss: 0.0311645 | Time: 1314 ms [2022-04-10 07:27:21 main:574] : INFO : Epoch 1565 | loss: 0.0311378 | val_loss: 0.0311627 | Time: 1310.87 ms [2022-04-10 07:27:22 main:574] : INFO : Epoch 1566 | loss: 0.0311408 | val_loss: 0.0311654 | Time: 1324.15 ms [2022-04-10 07:27:24 main:574] : INFO : Epoch 1567 | loss: 0.0311396 | val_loss: 0.0311613 | Time: 1285.46 ms [2022-04-10 07:27:25 main:574] : INFO : Epoch 1568 | loss: 0.0311397 | val_loss: 0.0311643 | Time: 1345.53 ms [2022-04-10 07:27:26 main:574] : INFO : Epoch 1569 | loss: 0.0311404 | val_loss: 0.0311646 | Time: 1245.28 ms [2022-04-10 07:27:28 main:574] : INFO : Epoch 1570 | loss: 0.0311418 | val_loss: 0.0311621 | Time: 1296.14 ms [2022-04-10 07:27:29 main:574] : INFO : Epoch 1571 | loss: 0.0311472 | val_loss: 0.0311652 | Time: 1324.44 ms [2022-04-10 07:27:30 main:574] : INFO : Epoch 1572 | loss: 0.0311442 | val_loss: 0.0311626 | Time: 1258.48 ms [2022-04-10 07:27:32 main:574] : INFO : Epoch 1573 | loss: 0.0311454 | val_loss: 0.0311601 | Time: 1354.45 ms [2022-04-10 07:27:33 main:574] : INFO : Epoch 1574 | loss: 0.0311421 | val_loss: 0.0311562 | Time: 1302.47 ms [2022-04-10 07:27:34 main:574] : INFO : Epoch 1575 | loss: 0.0311425 | val_loss: 0.0311579 | Time: 1275.22 ms [2022-04-10 07:27:36 main:574] : INFO : Epoch 1576 | loss: 0.0311433 | val_loss: 0.0311637 | Time: 1309.03 ms [2022-04-10 07:27:37 main:574] : INFO : Epoch 1577 | loss: 0.0311442 | val_loss: 0.0311589 | Time: 1370.2 ms [2022-04-10 07:27:38 main:574] : INFO : Epoch 1578 | loss: 0.0311484 | val_loss: 0.0311713 | Time: 1246.54 ms [2022-04-10 07:27:39 main:574] : INFO : Epoch 1579 | loss: 0.031166 | val_loss: 0.0311775 | Time: 1222.38 ms [2022-04-10 07:27:41 main:574] : INFO : Epoch 1580 | loss: 0.0311613 | val_loss: 0.0311632 | Time: 1298.33 ms [2022-04-10 07:27:42 main:574] : INFO : Epoch 1581 | loss: 0.031155 | val_loss: 0.0311628 | Time: 1338.47 ms [2022-04-10 07:27:43 main:574] : INFO : Epoch 1582 | loss: 0.0311545 | val_loss: 0.0311634 | Time: 1247.56 ms [2022-04-10 07:27:45 main:574] : INFO : Epoch 1583 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 1378.3 ms [2022-04-10 07:27:46 main:574] : INFO : Epoch 1584 | loss: 0.0311503 | val_loss: 0.031165 | Time: 1221.19 ms [2022-04-10 07:27:47 main:574] : INFO : Epoch 1585 | loss: 0.0311491 | val_loss: 0.0311638 | Time: 1279.51 ms [2022-04-10 07:27:49 main:574] : INFO : Epoch 1586 | loss: 0.0311484 | val_loss: 0.0311635 | Time: 1399.09 ms [2022-04-10 07:27:50 main:574] : INFO : Epoch 1587 | loss: 0.0311484 | val_loss: 0.0311655 | Time: 1229.54 ms [2022-04-10 07:27:51 main:574] : INFO : Epoch 1588 | loss: 0.0311486 | val_loss: 0.031169 | Time: 1212.12 ms [2022-04-10 07:27:52 main:574] : INFO : Epoch 1589 | loss: 0.0311493 | val_loss: 0.0311606 | Time: 1315.73 ms [2022-04-10 07:27:54 main:574] : INFO : Epoch 1590 | loss: 0.0311461 | val_loss: 0.0311684 | Time: 1308.17 ms [2022-04-10 07:27:55 main:574] : INFO : Epoch 1591 | loss: 0.0311463 | val_loss: 0.0311643 | Time: 1318.57 ms [2022-04-10 07:27:56 main:574] : INFO : Epoch 1592 | loss: 0.0311462 | val_loss: 0.0311659 | Time: 1318.71 ms [2022-04-10 07:27:58 main:574] : INFO : Epoch 1593 | loss: 0.0311476 | val_loss: 0.0311705 | Time: 1258.55 ms [2022-04-10 07:27:59 main:574] : INFO : Epoch 1594 | loss: 0.0311498 | val_loss: 0.0311591 | Time: 1247.14 ms [2022-04-10 07:28:00 main:574] : INFO : Epoch 1595 | loss: 0.0311479 | val_loss: 0.03116 | Time: 1451 ms [2022-04-10 07:28:02 main:574] : INFO : Epoch 1596 | loss: 0.0311455 | val_loss: 0.0311597 | Time: 1467.89 ms [2022-04-10 07:28:03 main:574] : INFO : Epoch 1597 | loss: 0.0311448 | val_loss: 0.0311609 | Time: 1311.52 ms [2022-04-10 07:28:05 main:574] : INFO : Epoch 1598 | loss: 0.0311462 | val_loss: 0.0311639 | Time: 1327.45 ms [2022-04-10 07:28:06 main:574] : INFO : Epoch 1599 | loss: 0.0311455 | val_loss: 0.0311593 | Time: 1384.97 ms [2022-04-10 07:28:07 main:574] : INFO : Epoch 1600 | loss: 0.0311445 | val_loss: 0.03116 | Time: 1299.51 ms [2022-04-10 07:28:09 main:574] : INFO : Epoch 1601 | loss: 0.0311433 | val_loss: 0.0311629 | Time: 1282.31 ms [2022-04-10 07:28:10 main:574] : INFO : Epoch 1602 | loss: 0.0311479 | val_loss: 0.03117 | Time: 1222.39 ms [2022-04-10 07:28:11 main:574] : INFO : Epoch 1603 | loss: 0.0311538 | val_loss: 0.0311607 | Time: 1232.58 ms [2022-04-10 07:28:12 main:574] : INFO : Epoch 1604 | loss: 0.0311494 | val_loss: 0.0311596 | Time: 1249.03 ms [2022-04-10 07:28:14 main:574] : INFO : Epoch 1605 | loss: 0.0311463 | val_loss: 0.0311615 | Time: 1273.42 ms [2022-04-10 07:28:15 main:574] : INFO : Epoch 1606 | loss: 0.0311464 | val_loss: 0.0311618 | Time: 1307.92 ms [2022-04-10 07:28:16 main:574] : INFO : Epoch 1607 | loss: 0.0311471 | val_loss: 0.0311632 | Time: 1348.29 ms [2022-04-10 07:28:18 main:574] : INFO : Epoch 1608 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 1313.14 ms [2022-04-10 07:28:19 main:574] : INFO : Epoch 1609 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 1282.79 ms [2022-04-10 07:28:20 main:574] : INFO : Epoch 1610 | loss: 0.0311494 | val_loss: 0.0311645 | Time: 1287.59 ms [2022-04-10 07:28:21 main:574] : INFO : Epoch 1611 | loss: 0.0311544 | val_loss: 0.0311696 | Time: 1209.01 ms [2022-04-10 07:28:23 main:574] : INFO : Epoch 1612 | loss: 0.0311529 | val_loss: 0.0311637 | Time: 1278.88 ms [2022-04-10 07:28:24 main:574] : INFO : Epoch 1613 | loss: 0.0311505 | val_loss: 0.0311626 | Time: 1333.3 ms [2022-04-10 07:28:25 main:574] : INFO : Epoch 1614 | loss: 0.03115 | val_loss: 0.0311648 | Time: 1380.19 ms [2022-04-10 07:28:27 main:574] : INFO : Epoch 1615 | loss: 0.0311498 | val_loss: 0.0311621 | Time: 1312.15 ms [2022-04-10 07:28:28 main:574] : INFO : Epoch 1616 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 1324.82 ms [2022-04-10 07:28:29 main:574] : INFO : Epoch 1617 | loss: 0.0311469 | val_loss: 0.0311622 | Time: 1244.43 ms [2022-04-10 07:28:31 main:574] : INFO : Epoch 1618 | loss: 0.0311461 | val_loss: 0.0311613 | Time: 1328.91 ms [2022-04-10 07:28:32 main:574] : INFO : Epoch 1619 | loss: 0.0311446 | val_loss: 0.0311626 | Time: 1221.14 ms [2022-04-10 07:28:33 main:574] : INFO : Epoch 1620 | loss: 0.0311458 | val_loss: 0.0311648 | Time: 1278.81 ms [2022-04-10 07:28:35 main:574] : INFO : Epoch 1621 | loss: 0.0311485 | val_loss: 0.0311607 | Time: 1360.09 ms [2022-04-10 07:28:36 main:574] : INFO : Epoch 1622 | loss: 0.0311481 | val_loss: 0.0311599 | Time: 1298.96 ms [2022-04-10 07:28:37 main:574] : INFO : Epoch 1623 | loss: 0.0311498 | val_loss: 0.0311591 | Time: 1323.95 ms [2022-04-10 07:28:39 main:574] : INFO : Epoch 1624 | loss: 0.0311498 | val_loss: 0.0311639 | Time: 1228.15 ms [2022-04-10 07:28:40 main:574] : INFO : Epoch 1625 | loss: 0.0311495 | val_loss: 0.0311621 | Time: 1290.29 ms [2022-04-10 07:28:41 main:574] : INFO : Epoch 1626 | loss: 0.0311474 | val_loss: 0.0311644 | Time: 1244.06 ms [2022-04-10 07:28:42 main:574] : INFO : Epoch 1627 | loss: 0.0311512 | val_loss: 0.0311683 | Time: 1318.96 ms [2022-04-10 07:28:44 main:574] : INFO : Epoch 1628 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 1288.71 ms [2022-04-10 07:28:45 main:574] : INFO : Epoch 1629 | loss: 0.0311516 | val_loss: 0.0311605 | Time: 1264.71 ms [2022-04-10 07:28:46 main:574] : INFO : Epoch 1630 | loss: 0.0311482 | val_loss: 0.0311593 | Time: 1228.34 ms [2022-04-10 07:28:48 main:574] : INFO : Epoch 1631 | loss: 0.0311501 | val_loss: 0.0311602 | Time: 1260 ms [2022-04-10 07:28:49 main:574] : INFO : Epoch 1632 | loss: 0.0311496 | val_loss: 0.0311629 | Time: 1269.51 ms [2022-04-10 07:28:50 main:574] : INFO : Epoch 1633 | loss: 0.0311474 | val_loss: 0.0311595 | Time: 1228.58 ms [2022-04-10 07:28:51 main:574] : INFO : Epoch 1634 | loss: 0.0311472 | val_loss: 0.0311607 | Time: 1278.39 ms [2022-04-10 07:28:53 main:574] : INFO : Epoch 1635 | loss: 0.0311483 | val_loss: 0.0311601 | Time: 1295.91 ms [2022-04-10 07:28:54 main:574] : INFO : Epoch 1636 | loss: 0.0311486 | val_loss: 0.0311621 | Time: 1330.38 ms [2022-04-10 07:28:55 main:574] : INFO : Epoch 1637 | loss: 0.0311477 | val_loss: 0.0311606 | Time: 1259.65 ms [2022-04-10 07:28:57 main:574] : INFO : Epoch 1638 | loss: 0.0311491 | val_loss: 0.0311668 | Time: 1223.92 ms [2022-04-10 07:28:58 main:574] : INFO : Epoch 1639 | loss: 0.0311472 | val_loss: 0.0311607 | Time: 1249.62 ms [2022-04-10 07:28:59 main:574] : INFO : Epoch 1640 | loss: 0.0311492 | val_loss: 0.0311614 | Time: 1378.91 ms [2022-04-10 07:29:00 main:574] : INFO : Epoch 1641 | loss: 0.0311461 | val_loss: 0.0311622 | Time: 1285.52 ms [2022-04-10 07:29:02 main:574] : INFO : Epoch 1642 | loss: 0.0311463 | val_loss: 0.031161 | Time: 1214.64 ms [2022-04-10 07:29:03 main:574] : INFO : Epoch 1643 | loss: 0.0311466 | val_loss: 0.031161 | Time: 1318 ms [2022-04-10 07:29:04 main:574] : INFO : Epoch 1644 | loss: 0.0311478 | val_loss: 0.0311607 | Time: 1306.56 ms [2022-04-10 07:29:06 main:574] : INFO : Epoch 1645 | loss: 0.031152 | val_loss: 0.0311743 | Time: 1244.31 ms [2022-04-10 07:29:07 main:574] : INFO : Epoch 1646 | loss: 0.0311525 | val_loss: 0.0311626 | Time: 1212.84 ms [2022-04-10 07:29:08 main:574] : INFO : Epoch 1647 | loss: 0.0311489 | val_loss: 0.031174 | Time: 1326.41 ms [2022-04-10 07:29:09 main:574] : INFO : Epoch 1648 | loss: 0.0311495 | val_loss: 0.0311576 | Time: 1229.1 ms [2022-04-10 07:29:11 main:574] : INFO : Epoch 1649 | loss: 0.0311455 | val_loss: 0.0311582 | Time: 1251.25 ms [2022-04-10 07:29:12 main:574] : INFO : Epoch 1650 | loss: 0.0311441 | val_loss: 0.0311619 | Time: 1265.95 ms [2022-04-10 07:29:13 main:574] : INFO : Epoch 1651 | loss: 0.0311446 | val_loss: 0.0311601 | Time: 1382.3 ms [2022-04-10 07:29:15 main:574] : INFO : Epoch 1652 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 1317.67 ms [2022-04-10 07:29:16 main:574] : INFO : Epoch 1653 | loss: 0.0311438 | val_loss: 0.0311604 | Time: 1256.05 ms [2022-04-10 07:29:17 main:574] : INFO : Epoch 1654 | loss: 0.0311445 | val_loss: 0.0311605 | Time: 1296.71 ms [2022-04-10 07:29:19 main:574] : INFO : Epoch 1655 | loss: 0.0311445 | val_loss: 0.0311591 | Time: 1268.45 ms [2022-04-10 07:29:20 main:574] : INFO : Epoch 1656 | loss: 0.0311424 | val_loss: 0.0311608 | Time: 1302.61 ms [2022-04-10 07:29:21 main:574] : INFO : Epoch 1657 | loss: 0.0311412 | val_loss: 0.0311597 | Time: 1335.4 ms [2022-04-10 07:29:23 main:574] : INFO : Epoch 1658 | loss: 0.0311438 | val_loss: 0.0311606 | Time: 1372.85 ms [2022-04-10 07:29:24 main:574] : INFO : Epoch 1659 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 1268.44 ms [2022-04-10 07:29:25 main:574] : INFO : Epoch 1660 | loss: 0.0311456 | val_loss: 0.031165 | Time: 1265.5 ms [2022-04-10 07:29:26 main:574] : INFO : Epoch 1661 | loss: 0.0311486 | val_loss: 0.0311616 | Time: 1313.29 ms [2022-04-10 07:29:28 main:574] : INFO : Epoch 1662 | loss: 0.0311519 | val_loss: 0.0311704 | Time: 1257.02 ms [2022-04-10 07:29:29 main:574] : INFO : Epoch 1663 | loss: 0.0311573 | val_loss: 0.031161 | Time: 1322.45 ms [2022-04-10 07:29:30 main:574] : INFO : Epoch 1664 | loss: 0.0311566 | val_loss: 0.0311662 | Time: 1254.8 ms [2022-04-10 07:29:32 main:574] : INFO : Epoch 1665 | loss: 0.0311575 | val_loss: 0.0311619 | Time: 1232.29 ms [2022-04-10 07:29:33 main:574] : INFO : Epoch 1666 | loss: 0.031153 | val_loss: 0.0311587 | Time: 1241.9 ms [2022-04-10 07:29:34 main:574] : INFO : Epoch 1667 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 1296.56 ms [2022-04-10 07:29:36 main:574] : INFO : Epoch 1668 | loss: 0.0311515 | val_loss: 0.0311654 | Time: 1284.9 ms [2022-04-10 07:29:37 main:574] : INFO : Epoch 1669 | loss: 0.0311521 | val_loss: 0.0311668 | Time: 1278.88 ms [2022-04-10 07:29:38 main:574] : INFO : Epoch 1670 | loss: 0.0311511 | val_loss: 0.031161 | Time: 1315.09 ms [2022-04-10 07:29:40 main:574] : INFO : Epoch 1671 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 1360.54 ms [2022-04-10 07:29:41 main:574] : INFO : Epoch 1672 | loss: 0.0311486 | val_loss: 0.0311635 | Time: 1249.54 ms [2022-04-10 07:29:42 main:574] : INFO : Epoch 1673 | loss: 0.0311494 | val_loss: 0.0311641 | Time: 1265.17 ms [2022-04-10 07:29:43 main:574] : INFO : Epoch 1674 | loss: 0.0311547 | val_loss: 0.0311655 | Time: 1351.95 ms [2022-04-10 07:29:45 main:574] : INFO : Epoch 1675 | loss: 0.0311622 | val_loss: 0.0311689 | Time: 1335.55 ms [2022-04-10 07:29:46 main:574] : INFO : Epoch 1676 | loss: 0.0311638 | val_loss: 0.0311678 | Time: 1245.57 ms [2022-04-10 07:29:47 main:574] : INFO : Epoch 1677 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 1298.43 ms [2022-04-10 07:29:49 main:574] : INFO : Epoch 1678 | loss: 0.0311626 | val_loss: 0.031161 | Time: 1320.92 ms [2022-04-10 07:29:50 main:574] : INFO : Epoch 1679 | loss: 0.0311613 | val_loss: 0.0311636 | Time: 1306.56 ms [2022-04-10 07:29:51 main:574] : INFO : Epoch 1680 | loss: 0.0311622 | val_loss: 0.0311672 | Time: 1324.83 ms [2022-04-10 07:29:53 main:574] : INFO : Epoch 1681 | loss: 0.0311585 | val_loss: 0.0311675 | Time: 1277.08 ms [2022-04-10 07:29:54 main:574] : INFO : Epoch 1682 | loss: 0.0311586 | val_loss: 0.0311638 | Time: 1248.82 ms [2022-04-10 07:29:55 main:574] : INFO : Epoch 1683 | loss: 0.0311589 | val_loss: 0.0311614 | Time: 1296.72 ms [2022-04-10 07:29:57 main:574] : INFO : Epoch 1684 | loss: 0.0311582 | val_loss: 0.0311607 | Time: 1353.83 ms [2022-04-10 07:29:58 main:574] : INFO : Epoch 1685 | loss: 0.0311579 | val_loss: 0.0311623 | Time: 1321.54 ms [2022-04-10 07:29:59 main:574] : INFO : Epoch 1686 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 1218.25 ms [2022-04-10 07:30:01 main:574] : INFO : Epoch 1687 | loss: 0.0311561 | val_loss: 0.0311716 | Time: 1458.08 ms [2022-04-10 07:30:02 main:574] : INFO : Epoch 1688 | loss: 0.0311625 | val_loss: 0.0311668 | Time: 1574.22 ms [2022-04-10 07:30:04 main:574] : INFO : Epoch 1689 | loss: 0.0311626 | val_loss: 0.0311661 | Time: 1255.64 ms [2022-04-10 07:30:05 main:574] : INFO : Epoch 1690 | loss: 0.0311624 | val_loss: 0.0311712 | Time: 1369.54 ms [2022-04-10 07:30:06 main:574] : INFO : Epoch 1691 | loss: 0.031161 | val_loss: 0.0311653 | Time: 1541.24 ms [2022-04-10 07:30:08 main:574] : INFO : Epoch 1692 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 1479.33 ms [2022-04-10 07:30:09 main:574] : INFO : Epoch 1693 | loss: 0.0311597 | val_loss: 0.0311623 | Time: 1436.01 ms [2022-04-10 07:30:11 main:574] : INFO : Epoch 1694 | loss: 0.0311612 | val_loss: 0.031165 | Time: 1457.2 ms [2022-04-10 07:30:12 main:574] : INFO : Epoch 1695 | loss: 0.0311661 | val_loss: 0.0311683 | Time: 1386.26 ms [2022-04-10 07:30:14 main:574] : INFO : Epoch 1696 | loss: 0.0311659 | val_loss: 0.0311661 | Time: 1485.42 ms [2022-04-10 07:30:15 main:574] : INFO : Epoch 1697 | loss: 0.0311655 | val_loss: 0.0311653 | Time: 1476.84 ms [2022-04-10 07:30:17 main:574] : INFO : Epoch 1698 | loss: 0.0311669 | val_loss: 0.0311714 | Time: 1370.02 ms [2022-04-10 07:30:18 main:574] : INFO : Epoch 1699 | loss: 0.0311708 | val_loss: 0.0311716 | Time: 1355.65 ms [2022-04-10 07:30:19 main:574] : INFO : Epoch 1700 | loss: 0.0311753 | val_loss: 0.0311741 | Time: 1373.66 ms [2022-04-10 07:30:21 main:574] : INFO : Epoch 1701 | loss: 0.0311755 | val_loss: 0.0311704 | Time: 1253.67 ms [2022-04-10 07:30:22 main:574] : INFO : Epoch 1702 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 1316.42 ms [2022-04-10 07:30:24 main:574] : INFO : Epoch 1703 | loss: 0.0311728 | val_loss: 0.031172 | Time: 1440.63 ms [2022-04-10 07:30:25 main:574] : INFO : Epoch 1704 | loss: 0.0311709 | val_loss: 0.0311712 | Time: 1471.69 ms [2022-04-10 07:30:26 main:574] : INFO : Epoch 1705 | loss: 0.0311714 | val_loss: 0.0311716 | Time: 1394.03 ms [2022-04-10 07:30:28 main:574] : INFO : Epoch 1706 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 1432.68 ms [2022-04-10 07:30:29 main:574] : INFO : Epoch 1707 | loss: 0.0311697 | val_loss: 0.0311696 | Time: 1389.84 ms [2022-04-10 07:30:31 main:574] : INFO : Epoch 1708 | loss: 0.0311689 | val_loss: 0.0311742 | Time: 1390.74 ms [2022-04-10 07:30:32 main:574] : INFO : Epoch 1709 | loss: 0.0311675 | val_loss: 0.031172 | Time: 1490.03 ms [2022-04-10 07:30:34 main:574] : INFO : Epoch 1710 | loss: 0.0311674 | val_loss: 0.03117 | Time: 1384.57 ms [2022-04-10 07:30:35 main:574] : INFO : Epoch 1711 | loss: 0.0311712 | val_loss: 0.0311773 | Time: 1405.42 ms [2022-04-10 07:30:36 main:574] : INFO : Epoch 1712 | loss: 0.0311688 | val_loss: 0.0311688 | Time: 1325.94 ms [2022-04-10 07:30:38 main:574] : INFO : Epoch 1713 | loss: 0.0311653 | val_loss: 0.0311683 | Time: 1325.31 ms [2022-04-10 07:30:39 main:574] : INFO : Epoch 1714 | loss: 0.0311651 | val_loss: 0.0311684 | Time: 1345.36 ms [2022-04-10 07:30:41 main:574] : INFO : Epoch 1715 | loss: 0.0311668 | val_loss: 0.0311684 | Time: 1396.9 ms [2022-04-10 07:30:42 main:574] : INFO : Epoch 1716 | loss: 0.0311675 | val_loss: 0.0311686 | Time: 1248.44 ms [2022-04-10 07:30:43 main:574] : INFO : Epoch 1717 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 1293.08 ms [2022-04-10 07:30:44 main:574] : INFO : Epoch 1718 | loss: 0.0311652 | val_loss: 0.0311695 | Time: 1265.52 ms [2022-04-10 07:30:46 main:574] : INFO : Epoch 1719 | loss: 0.0311687 | val_loss: 0.0311674 | Time: 1334.76 ms [2022-04-10 07:30:47 main:574] : INFO : Epoch 1720 | loss: 0.0311633 | val_loss: 0.0311666 | Time: 1245.42 ms [2022-04-10 07:30:48 main:574] : INFO : Epoch 1721 | loss: 0.0311625 | val_loss: 0.0311639 | Time: 1311.41 ms [2022-04-10 07:30:50 main:574] : INFO : Epoch 1722 | loss: 0.0311664 | val_loss: 0.0311686 | Time: 1281.18 ms [2022-04-10 07:30:51 main:574] : INFO : Epoch 1723 | loss: 0.0311666 | val_loss: 0.0311656 | Time: 1254.04 ms [2022-04-10 07:30:52 main:574] : INFO : Epoch 1724 | loss: 0.0311662 | val_loss: 0.0311641 | Time: 1289.2 ms [2022-04-10 07:30:53 main:574] : INFO : Epoch 1725 | loss: 0.0311667 | val_loss: 0.0311654 | Time: 1188.26 ms [2022-04-10 07:30:55 main:574] : INFO : Epoch 1726 | loss: 0.0311663 | val_loss: 0.0311641 | Time: 1241.45 ms [2022-04-10 07:30:56 main:574] : INFO : Epoch 1727 | loss: 0.0311654 | val_loss: 0.0311669 | Time: 1215.89 ms [2022-04-10 07:30:57 main:574] : INFO : Epoch 1728 | loss: 0.0311715 | val_loss: 0.031177 | Time: 1269.96 ms [2022-04-10 07:30:58 main:574] : INFO : Epoch 1729 | loss: 0.0311725 | val_loss: 0.0311699 | Time: 1266.46 ms [2022-04-10 07:31:00 main:574] : INFO : Epoch 1730 | loss: 0.0311686 | val_loss: 0.0311705 | Time: 1331.29 ms [2022-04-10 07:31:01 main:574] : INFO : Epoch 1731 | loss: 0.0311692 | val_loss: 0.0311706 | Time: 1309.75 ms [2022-04-10 07:31:02 main:574] : INFO : Epoch 1732 | loss: 0.0311677 | val_loss: 0.0311733 | Time: 1185.5 ms [2022-04-10 07:31:04 main:574] : INFO : Epoch 1733 | loss: 0.0311672 | val_loss: 0.0311695 | Time: 1229.68 ms [2022-04-10 07:31:05 main:574] : INFO : Epoch 1734 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 1307.47 ms [2022-04-10 07:31:06 main:574] : INFO : Epoch 1735 | loss: 0.0311712 | val_loss: 0.0311735 | Time: 1292.35 ms [2022-04-10 07:31:08 main:574] : INFO : Epoch 1736 | loss: 0.0311654 | val_loss: 0.0311696 | Time: 1369.07 ms [2022-04-10 07:31:09 main:574] : INFO : Epoch 1737 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 1276.36 ms [2022-04-10 07:31:10 main:574] : INFO : Epoch 1738 | loss: 0.0311651 | val_loss: 0.0311709 | Time: 1244.07 ms [2022-04-10 07:31:11 main:574] : INFO : Epoch 1739 | loss: 0.0311645 | val_loss: 0.0311687 | Time: 1300.2 ms [2022-04-10 07:31:13 main:574] : INFO : Epoch 1740 | loss: 0.0311637 | val_loss: 0.0311733 | Time: 1400.2 ms [2022-04-10 07:31:14 main:574] : INFO : Epoch 1741 | loss: 0.0311652 | val_loss: 0.0311714 | Time: 1306.6 ms [2022-04-10 07:31:15 main:574] : INFO : Epoch 1742 | loss: 0.0311653 | val_loss: 0.0311684 | Time: 1256.21 ms [2022-04-10 07:31:17 main:574] : INFO : Epoch 1743 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 1267.79 ms [2022-04-10 07:31:18 main:574] : INFO : Epoch 1744 | loss: 0.0311669 | val_loss: 0.0311682 | Time: 1249 ms [2022-04-10 07:31:19 main:574] : INFO : Epoch 1745 | loss: 0.0311646 | val_loss: 0.03117 | Time: 1226.76 ms [2022-04-10 07:31:21 main:574] : INFO : Epoch 1746 | loss: 0.0311649 | val_loss: 0.0311678 | Time: 1347.02 ms [2022-04-10 07:31:22 main:574] : INFO : Epoch 1747 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 1231.14 ms [2022-04-10 07:31:23 main:574] : INFO : Epoch 1748 | loss: 0.0311659 | val_loss: 0.0311671 | Time: 1229.42 ms [2022-04-10 07:31:24 main:574] : INFO : Epoch 1749 | loss: 0.0311647 | val_loss: 0.0311673 | Time: 1232.96 ms [2022-04-10 07:31:26 main:574] : INFO : Epoch 1750 | loss: 0.0311624 | val_loss: 0.0311747 | Time: 1208.79 ms [2022-04-10 07:31:27 main:574] : INFO : Epoch 1751 | loss: 0.0311639 | val_loss: 0.0311664 | Time: 1418.01 ms [2022-04-10 07:31:28 main:574] : INFO : Epoch 1752 | loss: 0.0311613 | val_loss: 0.0311674 | Time: 1337.84 ms [2022-04-10 07:31:30 main:574] : INFO : Epoch 1753 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 1352.22 ms [2022-04-10 07:31:31 main:574] : INFO : Epoch 1754 | loss: 0.0311625 | val_loss: 0.0311701 | Time: 1324.15 ms [2022-04-10 07:31:33 main:574] : INFO : Epoch 1755 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 1443.82 ms [2022-04-10 07:31:34 main:574] : INFO : Epoch 1756 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 1340.19 ms [2022-04-10 07:31:35 main:574] : INFO : Epoch 1757 | loss: 0.0311713 | val_loss: 0.0311741 | Time: 1216.46 ms [2022-04-10 07:31:36 main:574] : INFO : Epoch 1758 | loss: 0.0311674 | val_loss: 0.0311739 | Time: 1231.55 ms [2022-04-10 07:31:38 main:574] : INFO : Epoch 1759 | loss: 0.0311665 | val_loss: 0.0311699 | Time: 1261.51 ms [2022-04-10 07:31:39 main:574] : INFO : Epoch 1760 | loss: 0.0311649 | val_loss: 0.0311698 | Time: 1424.48 ms [2022-04-10 07:31:40 main:574] : INFO : Epoch 1761 | loss: 0.0311659 | val_loss: 0.0311775 | Time: 1317.15 ms [2022-04-10 07:31:42 main:574] : INFO : Epoch 1762 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 1361.21 ms [2022-04-10 07:31:43 main:574] : INFO : Epoch 1763 | loss: 0.0311636 | val_loss: 0.031173 | Time: 1441.7 ms [2022-04-10 07:31:45 main:574] : INFO : Epoch 1764 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 1227.03 ms [2022-04-10 07:31:46 main:574] : INFO : Epoch 1765 | loss: 0.0311611 | val_loss: 0.0311687 | Time: 1308.06 ms [2022-04-10 07:31:47 main:574] : INFO : Epoch 1766 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 1227.1 ms [2022-04-10 07:31:48 main:574] : INFO : Epoch 1767 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 1228.09 ms [2022-04-10 07:31:50 main:574] : INFO : Epoch 1768 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 1290.93 ms [2022-04-10 07:31:51 main:574] : INFO : Epoch 1769 | loss: 0.0311637 | val_loss: 0.0311712 | Time: 1280.58 ms [2022-04-10 07:31:52 main:574] : INFO : Epoch 1770 | loss: 0.0311617 | val_loss: 0.0311716 | Time: 1241.44 ms [2022-04-10 07:31:53 main:574] : INFO : Epoch 1771 | loss: 0.031164 | val_loss: 0.0311722 | Time: 1217.43 ms [2022-04-10 07:31:55 main:574] : INFO : Epoch 1772 | loss: 0.0311649 | val_loss: 0.0311687 | Time: 1250.02 ms [2022-04-10 07:31:56 main:574] : INFO : Epoch 1773 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 1225.78 ms [2022-04-10 07:31:57 main:574] : INFO : Epoch 1774 | loss: 0.031161 | val_loss: 0.031168 | Time: 1299.83 ms [2022-04-10 07:31:59 main:574] : INFO : Epoch 1775 | loss: 0.03116 | val_loss: 0.0311698 | Time: 1257.97 ms [2022-04-10 07:32:00 main:574] : INFO : Epoch 1776 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 1302.97 ms [2022-04-10 07:32:01 main:574] : INFO : Epoch 1777 | loss: 0.0311608 | val_loss: 0.0311662 | Time: 1250.08 ms [2022-04-10 07:32:02 main:574] : INFO : Epoch 1778 | loss: 0.0311598 | val_loss: 0.031168 | Time: 1312.99 ms [2022-04-10 07:32:04 main:574] : INFO : Epoch 1779 | loss: 0.0311609 | val_loss: 0.0311657 | Time: 1273.46 ms [2022-04-10 07:32:05 main:574] : INFO : Epoch 1780 | loss: 0.0311603 | val_loss: 0.0311682 | Time: 1294.38 ms [2022-04-10 07:32:06 main:574] : INFO : Epoch 1781 | loss: 0.0311578 | val_loss: 0.0311657 | Time: 1337.21 ms [2022-04-10 07:32:08 main:574] : INFO : Epoch 1782 | loss: 0.031159 | val_loss: 0.0311721 | Time: 1297.08 ms [2022-04-10 07:32:09 main:574] : INFO : Epoch 1783 | loss: 0.0311602 | val_loss: 0.031166 | Time: 1349.28 ms [2022-04-10 07:32:10 main:574] : INFO : Epoch 1784 | loss: 0.0311583 | val_loss: 0.0311665 | Time: 1300.4 ms [2022-04-10 07:32:12 main:574] : INFO : Epoch 1785 | loss: 0.0311572 | val_loss: 0.0311691 | Time: 1214.87 ms [2022-04-10 07:32:13 main:574] : INFO : Epoch 1786 | loss: 0.0311565 | val_loss: 0.0311718 | Time: 1319.53 ms [2022-04-10 07:32:14 main:574] : INFO : Epoch 1787 | loss: 0.0311566 | val_loss: 0.031166 | Time: 1294.13 ms [2022-04-10 07:32:16 main:574] : INFO : Epoch 1788 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 1289.43 ms [2022-04-10 07:32:17 main:574] : INFO : Epoch 1789 | loss: 0.0311573 | val_loss: 0.0311652 | Time: 1277.02 ms [2022-04-10 07:32:18 main:574] : INFO : Epoch 1790 | loss: 0.031158 | val_loss: 0.0311659 | Time: 1269.16 ms [2022-04-10 07:32:19 main:574] : INFO : Epoch 1791 | loss: 0.0311624 | val_loss: 0.0311667 | Time: 1240.3 ms [2022-04-10 07:32:21 main:574] : INFO : Epoch 1792 | loss: 0.0311658 | val_loss: 0.0311683 | Time: 1229.32 ms [2022-04-10 07:32:22 main:574] : INFO : Epoch 1793 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 1224.61 ms [2022-04-10 07:32:23 main:574] : INFO : Epoch 1794 | loss: 0.0311632 | val_loss: 0.0311679 | Time: 1275.74 ms [2022-04-10 07:32:25 main:574] : INFO : Epoch 1795 | loss: 0.0311676 | val_loss: 0.0311751 | Time: 1297.67 ms [2022-04-10 07:32:26 main:574] : INFO : Epoch 1796 | loss: 0.0311722 | val_loss: 0.0311719 | Time: 1305.63 ms [2022-04-10 07:32:27 main:574] : INFO : Epoch 1797 | loss: 0.03117 | val_loss: 0.0311755 | Time: 1382.52 ms [2022-04-10 07:32:29 main:574] : INFO : Epoch 1798 | loss: 0.031173 | val_loss: 0.0311748 | Time: 1312.1 ms [2022-04-10 07:32:30 main:574] : INFO : Epoch 1799 | loss: 0.0311708 | val_loss: 0.031175 | Time: 1257.1 ms [2022-04-10 07:32:31 main:574] : INFO : Epoch 1800 | loss: 0.031168 | val_loss: 0.0311724 | Time: 1305.02 ms [2022-04-10 07:32:33 main:574] : INFO : Epoch 1801 | loss: 0.0311673 | val_loss: 0.0311702 | Time: 1356.34 ms [2022-04-10 07:32:34 main:574] : INFO : Epoch 1802 | loss: 0.031166 | val_loss: 0.0311714 | Time: 1319.67 ms [2022-04-10 07:32:35 main:574] : INFO : Epoch 1803 | loss: 0.0311671 | val_loss: 0.0311718 | Time: 1223.23 ms [2022-04-10 07:32:36 main:574] : INFO : Epoch 1804 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 1330.29 ms [2022-04-10 07:32:38 main:574] : INFO : Epoch 1805 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 1243.64 ms [2022-04-10 07:32:39 main:574] : INFO : Epoch 1806 | loss: 0.0311659 | val_loss: 0.0311737 | Time: 1331.36 ms [2022-04-10 07:32:40 main:574] : INFO : Epoch 1807 | loss: 0.0311671 | val_loss: 0.0311784 | Time: 1266.68 ms [2022-04-10 07:32:42 main:574] : INFO : Epoch 1808 | loss: 0.0311689 | val_loss: 0.0311719 | Time: 1312.82 ms [2022-04-10 07:32:43 main:574] : INFO : Epoch 1809 | loss: 0.0311653 | val_loss: 0.0311713 | Time: 1290.02 ms [2022-04-10 07:32:44 main:574] : INFO : Epoch 1810 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 1229.59 ms [2022-04-10 07:32:45 main:574] : INFO : Epoch 1811 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 1252.79 ms [2022-04-10 07:32:47 main:574] : INFO : Epoch 1812 | loss: 0.031163 | val_loss: 0.0311737 | Time: 1312.9 ms [2022-04-10 07:32:48 main:574] : INFO : Epoch 1813 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1198.05 ms [2022-04-10 07:32:49 main:574] : INFO : Epoch 1814 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 1392.52 ms [2022-04-10 07:32:51 main:574] : INFO : Epoch 1815 | loss: 0.0311638 | val_loss: 0.0311715 | Time: 1326.25 ms [2022-04-10 07:32:52 main:574] : INFO : Epoch 1816 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1410.36 ms [2022-04-10 07:32:53 main:574] : INFO : Epoch 1817 | loss: 0.0311731 | val_loss: 0.0311728 | Time: 1317.5 ms [2022-04-10 07:32:55 main:574] : INFO : Epoch 1818 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 1221.99 ms [2022-04-10 07:32:56 main:574] : INFO : Epoch 1819 | loss: 0.0311741 | val_loss: 0.0311754 | Time: 1230.04 ms [2022-04-10 07:32:57 main:574] : INFO : Epoch 1820 | loss: 0.0311673 | val_loss: 0.0311728 | Time: 1276.79 ms [2022-04-10 07:32:59 main:574] : INFO : Epoch 1821 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 1401.68 ms [2022-04-10 07:33:00 main:574] : INFO : Epoch 1822 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 1274.93 ms [2022-04-10 07:33:01 main:574] : INFO : Epoch 1823 | loss: 0.0311753 | val_loss: 0.0311759 | Time: 1179.35 ms [2022-04-10 07:33:02 main:574] : INFO : Epoch 1824 | loss: 0.0311741 | val_loss: 0.0311702 | Time: 1243.92 ms [2022-04-10 07:33:04 main:574] : INFO : Epoch 1825 | loss: 0.0311715 | val_loss: 0.0311703 | Time: 1319.73 ms [2022-04-10 07:33:05 main:574] : INFO : Epoch 1826 | loss: 0.031173 | val_loss: 0.0311709 | Time: 1314.19 ms [2022-04-10 07:33:06 main:574] : INFO : Epoch 1827 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 1219.77 ms [2022-04-10 07:33:08 main:574] : INFO : Epoch 1828 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 1246.93 ms [2022-04-10 07:33:09 main:574] : INFO : Epoch 1829 | loss: 0.0311737 | val_loss: 0.0311714 | Time: 1272.3 ms [2022-04-10 07:33:10 main:574] : INFO : Epoch 1830 | loss: 0.0311713 | val_loss: 0.0311728 | Time: 1198.3 ms [2022-04-10 07:33:11 main:574] : INFO : Epoch 1831 | loss: 0.0311729 | val_loss: 0.0311722 | Time: 1254.48 ms [2022-04-10 07:33:13 main:574] : INFO : Epoch 1832 | loss: 0.031171 | val_loss: 0.0311709 | Time: 1325.11 ms [2022-04-10 07:33:14 main:574] : INFO : Epoch 1833 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1267.64 ms [2022-04-10 07:33:15 main:574] : INFO : Epoch 1834 | loss: 0.031169 | val_loss: 0.0311723 | Time: 1326.59 ms [2022-04-10 07:33:17 main:574] : INFO : Epoch 1835 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 1289.33 ms [2022-04-10 07:33:18 main:574] : INFO : Epoch 1836 | loss: 0.0311657 | val_loss: 0.031172 | Time: 1334.53 ms [2022-04-10 07:33:19 main:574] : INFO : Epoch 1837 | loss: 0.0311651 | val_loss: 0.031172 | Time: 1316.01 ms [2022-04-10 07:33:20 main:574] : INFO : Epoch 1838 | loss: 0.0311655 | val_loss: 0.031171 | Time: 1197.31 ms [2022-04-10 07:33:22 main:574] : INFO : Epoch 1839 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 1255.68 ms [2022-04-10 07:33:23 main:574] : INFO : Epoch 1840 | loss: 0.031164 | val_loss: 0.031171 | Time: 1271.79 ms [2022-04-10 07:33:24 main:574] : INFO : Epoch 1841 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 1335.63 ms [2022-04-10 07:33:26 main:574] : INFO : Epoch 1842 | loss: 0.0311629 | val_loss: 0.0311704 | Time: 1356.63 ms [2022-04-10 07:33:27 main:574] : INFO : Epoch 1843 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1233.22 ms [2022-04-10 07:33:28 main:574] : INFO : Epoch 1844 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 1238.82 ms [2022-04-10 07:33:30 main:574] : INFO : Epoch 1845 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 1263.32 ms [2022-04-10 07:33:31 main:574] : INFO : Epoch 1846 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 1230.92 ms [2022-04-10 07:33:32 main:574] : INFO : Epoch 1847 | loss: 0.0311657 | val_loss: 0.031179 | Time: 1318.59 ms [2022-04-10 07:33:33 main:574] : INFO : Epoch 1848 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 1254.22 ms [2022-04-10 07:33:35 main:574] : INFO : Epoch 1849 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 1231.41 ms [2022-04-10 07:33:36 main:574] : INFO : Epoch 1850 | loss: 0.0311638 | val_loss: 0.0311721 | Time: 1317.65 ms [2022-04-10 07:33:37 main:574] : INFO : Epoch 1851 | loss: 0.0311632 | val_loss: 0.0311727 | Time: 1274.28 ms [2022-04-10 07:33:39 main:574] : INFO : Epoch 1852 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 1314.83 ms [2022-04-10 07:33:40 main:574] : INFO : Epoch 1853 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 1312.78 ms [2022-04-10 07:33:41 main:574] : INFO : Epoch 1854 | loss: 0.031165 | val_loss: 0.0311714 | Time: 1261.38 ms [2022-04-10 07:33:42 main:574] : INFO : Epoch 1855 | loss: 0.0311639 | val_loss: 0.031174 | Time: 1241.55 ms [2022-04-10 07:33:44 main:574] : INFO : Epoch 1856 | loss: 0.0311639 | val_loss: 0.0311695 | Time: 1177.37 ms [2022-04-10 07:33:45 main:574] : INFO : Epoch 1857 | loss: 0.0311638 | val_loss: 0.031186 | Time: 1227.66 ms [2022-04-10 07:33:46 main:574] : INFO : Epoch 1858 | loss: 0.0311704 | val_loss: 0.0311911 | Time: 1225.43 ms [2022-04-10 07:33:47 main:574] : INFO : Epoch 1859 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 1212.33 ms [2022-04-10 07:33:49 main:574] : INFO : Epoch 1860 | loss: 0.03116 | val_loss: 0.0311717 | Time: 1217.66 ms [2022-04-10 07:33:50 main:574] : INFO : Epoch 1861 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 1349.69 ms [2022-04-10 07:33:51 main:574] : INFO : Epoch 1862 | loss: 0.0311583 | val_loss: 0.0311707 | Time: 1253.37 ms [2022-04-10 07:33:52 main:574] : INFO : Epoch 1863 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 1299.38 ms [2022-04-10 07:33:54 main:574] : INFO : Epoch 1864 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 1204.8 ms [2022-04-10 07:33:55 main:574] : INFO : Epoch 1865 | loss: 0.0311585 | val_loss: 0.0311732 | Time: 1261.85 ms [2022-04-10 07:33:56 main:574] : INFO : Epoch 1866 | loss: 0.0311593 | val_loss: 0.0311742 | Time: 1407.65 ms [2022-04-10 07:33:58 main:574] : INFO : Epoch 1867 | loss: 0.0311596 | val_loss: 0.0311762 | Time: 1327.56 ms [2022-04-10 07:33:59 main:574] : INFO : Epoch 1868 | loss: 0.0311605 | val_loss: 0.0311761 | Time: 1288.68 ms [2022-04-10 07:34:00 main:574] : INFO : Epoch 1869 | loss: 0.0311584 | val_loss: 0.0311807 | Time: 1275.84 ms [2022-04-10 07:34:02 main:574] : INFO : Epoch 1870 | loss: 0.0311581 | val_loss: 0.031173 | Time: 1342.48 ms [2022-04-10 07:34:03 main:574] : INFO : Epoch 1871 | loss: 0.0311581 | val_loss: 0.0311729 | Time: 1237.81 ms [2022-04-10 07:34:04 main:574] : INFO : Epoch 1872 | loss: 0.0311583 | val_loss: 0.0311768 | Time: 1304.05 ms [2022-04-10 07:34:06 main:574] : INFO : Epoch 1873 | loss: 0.0311586 | val_loss: 0.031173 | Time: 1349.97 ms [2022-04-10 07:34:07 main:574] : INFO : Epoch 1874 | loss: 0.0311572 | val_loss: 0.0311725 | Time: 1200.77 ms [2022-04-10 07:34:08 main:574] : INFO : Epoch 1875 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 1304.96 ms [2022-04-10 07:34:10 main:574] : INFO : Epoch 1876 | loss: 0.0311565 | val_loss: 0.0311715 | Time: 1387.65 ms [2022-04-10 07:34:11 main:574] : INFO : Epoch 1877 | loss: 0.0311563 | val_loss: 0.0311718 | Time: 1344.63 ms [2022-04-10 07:34:12 main:574] : INFO : Epoch 1878 | loss: 0.0311575 | val_loss: 0.0311734 | Time: 1368.33 ms [2022-04-10 07:34:14 main:574] : INFO : Epoch 1879 | loss: 0.0311555 | val_loss: 0.0311726 | Time: 1401.11 ms [2022-04-10 07:34:15 main:574] : INFO : Epoch 1880 | loss: 0.0311558 | val_loss: 0.0311743 | Time: 1304.61 ms [2022-04-10 07:34:16 main:574] : INFO : Epoch 1881 | loss: 0.0311558 | val_loss: 0.0311709 | Time: 1380.87 ms [2022-04-10 07:34:18 main:574] : INFO : Epoch 1882 | loss: 0.0311558 | val_loss: 0.0311707 | Time: 1236.84 ms [2022-04-10 07:34:19 main:574] : INFO : Epoch 1883 | loss: 0.0311552 | val_loss: 0.0311746 | Time: 1275.57 ms [2022-04-10 07:34:20 main:574] : INFO : Epoch 1884 | loss: 0.0311578 | val_loss: 0.0311773 | Time: 1265.84 ms [2022-04-10 07:34:22 main:574] : INFO : Epoch 1885 | loss: 0.0311628 | val_loss: 0.0311708 | Time: 1328.97 ms [2022-04-10 07:34:23 main:574] : INFO : Epoch 1886 | loss: 0.0311598 | val_loss: 0.0311753 | Time: 1312.66 ms [2022-04-10 07:34:24 main:574] : INFO : Epoch 1887 | loss: 0.0311604 | val_loss: 0.0311725 | Time: 1310.89 ms [2022-04-10 07:34:26 main:574] : INFO : Epoch 1888 | loss: 0.0311597 | val_loss: 0.0311695 | Time: 1358.11 ms [2022-04-10 07:34:27 main:574] : INFO : Epoch 1889 | loss: 0.0311581 | val_loss: 0.0311721 | Time: 1289.87 ms [2022-04-10 07:34:28 main:574] : INFO : Epoch 1890 | loss: 0.0311608 | val_loss: 0.0311745 | Time: 1326.41 ms [2022-04-10 07:34:30 main:574] : INFO : Epoch 1891 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 1286.86 ms [2022-04-10 07:34:31 main:574] : INFO : Epoch 1892 | loss: 0.0311563 | val_loss: 0.0311719 | Time: 1289.28 ms [2022-04-10 07:34:32 main:574] : INFO : Epoch 1893 | loss: 0.0311567 | val_loss: 0.0311714 | Time: 1266.57 ms [2022-04-10 07:34:33 main:574] : INFO : Epoch 1894 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 1273.39 ms [2022-04-10 07:34:35 main:574] : INFO : Epoch 1895 | loss: 0.031156 | val_loss: 0.0311748 | Time: 1277.24 ms [2022-04-10 07:34:36 main:574] : INFO : Epoch 1896 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 1258.87 ms [2022-04-10 07:34:37 main:574] : INFO : Epoch 1897 | loss: 0.0311554 | val_loss: 0.0311721 | Time: 1369.08 ms [2022-04-10 07:34:39 main:574] : INFO : Epoch 1898 | loss: 0.0311548 | val_loss: 0.0311742 | Time: 1304.08 ms [2022-04-10 07:34:40 main:574] : INFO : Epoch 1899 | loss: 0.0311539 | val_loss: 0.0311723 | Time: 1291.11 ms [2022-04-10 07:34:41 main:574] : INFO : Epoch 1900 | loss: 0.031156 | val_loss: 0.0311723 | Time: 1285.45 ms [2022-04-10 07:34:43 main:574] : INFO : Epoch 1901 | loss: 0.0311569 | val_loss: 0.0311739 | Time: 1294.99 ms [2022-04-10 07:34:44 main:574] : INFO : Epoch 1902 | loss: 0.0311572 | val_loss: 0.031171 | Time: 1390.57 ms [2022-04-10 07:34:45 main:574] : INFO : Epoch 1903 | loss: 0.0311567 | val_loss: 0.0311734 | Time: 1304.65 ms [2022-04-10 07:34:47 main:574] : INFO : Epoch 1904 | loss: 0.0311574 | val_loss: 0.0311779 | Time: 1223.4 ms [2022-04-10 07:34:48 main:574] : INFO : Epoch 1905 | loss: 0.0311568 | val_loss: 0.0311751 | Time: 1294.5 ms [2022-04-10 07:34:49 main:574] : INFO : Epoch 1906 | loss: 0.0311549 | val_loss: 0.0311742 | Time: 1371.74 ms [2022-04-10 07:34:50 main:574] : INFO : Epoch 1907 | loss: 0.0311542 | val_loss: 0.0311762 | Time: 1240.74 ms [2022-04-10 07:34:52 main:574] : INFO : Epoch 1908 | loss: 0.0311536 | val_loss: 0.0311755 | Time: 1308.99 ms [2022-04-10 07:34:53 main:574] : INFO : Epoch 1909 | loss: 0.0311561 | val_loss: 0.031179 | Time: 1274.75 ms [2022-04-10 07:34:54 main:574] : INFO : Epoch 1910 | loss: 0.0311564 | val_loss: 0.0311875 | Time: 1271.9 ms [2022-04-10 07:34:56 main:574] : INFO : Epoch 1911 | loss: 0.0311556 | val_loss: 0.0311755 | Time: 1305.44 ms [2022-04-10 07:34:57 main:574] : INFO : Epoch 1912 | loss: 0.0311552 | val_loss: 0.0311786 | Time: 1373 ms [2022-04-10 07:34:58 main:574] : INFO : Epoch 1913 | loss: 0.0311547 | val_loss: 0.0311761 | Time: 1329.93 ms [2022-04-10 07:35:00 main:574] : INFO : Epoch 1914 | loss: 0.0311541 | val_loss: 0.0311728 | Time: 1335.94 ms [2022-04-10 07:35:01 main:574] : INFO : Epoch 1915 | loss: 0.0311539 | val_loss: 0.0311741 | Time: 1274.25 ms [2022-04-10 07:35:02 main:574] : INFO : Epoch 1916 | loss: 0.0311552 | val_loss: 0.0311746 | Time: 1271.32 ms [2022-04-10 07:35:04 main:574] : INFO : Epoch 1917 | loss: 0.0311549 | val_loss: 0.0311775 | Time: 1290.67 ms [2022-04-10 07:35:05 main:574] : INFO : Epoch 1918 | loss: 0.0311547 | val_loss: 0.031176 | Time: 1288.47 ms [2022-04-10 07:35:06 main:574] : INFO : Epoch 1919 | loss: 0.0311545 | val_loss: 0.0311772 | Time: 1296.56 ms [2022-04-10 07:35:08 main:574] : INFO : Epoch 1920 | loss: 0.0311548 | val_loss: 0.0311754 | Time: 1268.46 ms [2022-04-10 07:35:09 main:574] : INFO : Epoch 1921 | loss: 0.0311546 | val_loss: 0.0311713 | Time: 1275.63 ms [2022-04-10 07:35:10 main:574] : INFO : Epoch 1922 | loss: 0.0311539 | val_loss: 0.0311729 | Time: 1259.05 ms [2022-04-10 07:35:11 main:574] : INFO : Epoch 1923 | loss: 0.0311532 | val_loss: 0.0311764 | Time: 1301.96 ms [2022-04-10 07:35:13 main:574] : INFO : Epoch 1924 | loss: 0.0311534 | val_loss: 0.031179 | Time: 1326.05 ms [2022-04-10 07:35:14 main:574] : INFO : Epoch 1925 | loss: 0.0311555 | val_loss: 0.0311731 | Time: 1254.75 ms [2022-04-10 07:35:15 main:574] : INFO : Epoch 1926 | loss: 0.0311551 | val_loss: 0.0311784 | Time: 1341.22 ms [2022-04-10 07:35:17 main:574] : INFO : Epoch 1927 | loss: 0.0311531 | val_loss: 0.0311744 | Time: 1187.4 ms [2022-04-10 07:35:18 main:574] : INFO : Epoch 1928 | loss: 0.0311561 | val_loss: 0.0311745 | Time: 1245.32 ms [2022-04-10 07:35:19 main:574] : INFO : Epoch 1929 | loss: 0.0311548 | val_loss: 0.0311792 | Time: 1293.81 ms [2022-04-10 07:35:20 main:574] : INFO : Epoch 1930 | loss: 0.0311554 | val_loss: 0.0311775 | Time: 1318.43 ms [2022-04-10 07:35:22 main:574] : INFO : Epoch 1931 | loss: 0.0311552 | val_loss: 0.0311765 | Time: 1333.74 ms [2022-04-10 07:35:23 main:574] : INFO : Epoch 1932 | loss: 0.0311713 | val_loss: 0.031376 | Time: 1267.5 ms [2022-04-10 07:35:24 main:574] : INFO : Epoch 1933 | loss: 0.0416322 | val_loss: 0.129985 | Time: 1226.61 ms [2022-04-10 07:35:26 main:574] : INFO : Epoch 1934 | loss: 0.0442817 | val_loss: 0.0349325 | Time: 1351.91 ms [2022-04-10 07:35:27 main:574] : INFO : Epoch 1935 | loss: 0.0321662 | val_loss: 0.0316957 | Time: 1304.77 ms [2022-04-10 07:35:28 main:574] : INFO : Epoch 1936 | loss: 0.0313897 | val_loss: 0.0312851 | Time: 1230.18 ms [2022-04-10 07:35:30 main:574] : INFO : Epoch 1937 | loss: 0.0312619 | val_loss: 0.0312406 | Time: 1300.13 ms [2022-04-10 07:35:31 main:574] : INFO : Epoch 1938 | loss: 0.0312306 | val_loss: 0.0312212 | Time: 1280.11 ms [2022-04-10 07:35:32 main:574] : INFO : Epoch 1939 | loss: 0.0312184 | val_loss: 0.0312108 | Time: 1273.32 ms [2022-04-10 07:35:33 main:574] : INFO : Epoch 1940 | loss: 0.0312099 | val_loss: 0.0312036 | Time: 1304 ms [2022-04-10 07:35:35 main:574] : INFO : Epoch 1941 | loss: 0.0312046 | val_loss: 0.0311975 | Time: 1197.97 ms [2022-04-10 07:35:36 main:574] : INFO : Epoch 1942 | loss: 0.031199 | val_loss: 0.0311938 | Time: 1399.05 ms [2022-04-10 07:35:37 main:574] : INFO : Epoch 1943 | loss: 0.0311958 | val_loss: 0.0311912 | Time: 1277.83 ms [2022-04-10 07:35:39 main:574] : INFO : Epoch 1944 | loss: 0.0311942 | val_loss: 0.0311897 | Time: 1380.76 ms [2022-04-10 07:35:40 main:574] : INFO : Epoch 1945 | loss: 0.0311929 | val_loss: 0.03119 | Time: 1279.21 ms [2022-04-10 07:35:41 main:574] : INFO : Epoch 1946 | loss: 0.0311925 | val_loss: 0.0311895 | Time: 1247.34 ms [2022-04-10 07:35:43 main:574] : INFO : Epoch 1947 | loss: 0.0311912 | val_loss: 0.0311874 | Time: 1227.4 ms [2022-04-10 07:35:44 main:574] : INFO : Epoch 1948 | loss: 0.03119 | val_loss: 0.0311876 | Time: 1254.98 ms [2022-04-10 07:35:45 main:574] : INFO : Epoch 1949 | loss: 0.0311893 | val_loss: 0.0311863 | Time: 1305.45 ms [2022-04-10 07:35:47 main:574] : INFO : Epoch 1950 | loss: 0.0311889 | val_loss: 0.0311859 | Time: 1337.69 ms [2022-04-10 07:35:48 main:574] : INFO : Epoch 1951 | loss: 0.0311887 | val_loss: 0.0311865 | Time: 1278.68 ms [2022-04-10 07:35:49 main:574] : INFO : Epoch 1952 | loss: 0.0311884 | val_loss: 0.0311866 | Time: 1278.11 ms [2022-04-10 07:35:50 main:574] : INFO : Epoch 1953 | loss: 0.0311887 | val_loss: 0.0311855 | Time: 1286.5 ms [2022-04-10 07:35:52 main:574] : INFO : Epoch 1954 | loss: 0.0311882 | val_loss: 0.0311855 | Time: 1288.27 ms [2022-04-10 07:35:53 main:574] : INFO : Epoch 1955 | loss: 0.0311879 | val_loss: 0.0311855 | Time: 1317.1 ms [2022-04-10 07:35:54 main:574] : INFO : Epoch 1956 | loss: 0.0311877 | val_loss: 0.0311863 | Time: 1284.62 ms [2022-04-10 07:35:56 main:574] : INFO : Epoch 1957 | loss: 0.031188 | val_loss: 0.0311866 | Time: 1236.78 ms [2022-04-10 07:35:57 main:574] : INFO : Epoch 1958 | loss: 0.0311885 | val_loss: 0.0311849 | Time: 1353.79 ms [2022-04-10 07:35:58 main:574] : INFO : Epoch 1959 | loss: 0.0311871 | val_loss: 0.0311843 | Time: 1315.35 ms [2022-04-10 07:36:00 main:574] : INFO : Epoch 1960 | loss: 0.0311867 | val_loss: 0.0311841 | Time: 1315.71 ms [2022-04-10 07:36:01 main:574] : INFO : Epoch 1961 | loss: 0.0311867 | val_loss: 0.031184 | Time: 1306.36 ms [2022-04-10 07:36:02 main:574] : INFO : Epoch 1962 | loss: 0.0311866 | val_loss: 0.0311846 | Time: 1336.69 ms [2022-04-10 07:36:04 main:574] : INFO : Epoch 1963 | loss: 0.0311869 | val_loss: 0.0311842 | Time: 1325.58 ms [2022-04-10 07:36:05 main:574] : INFO : Epoch 1964 | loss: 0.0311858 | val_loss: 0.0311843 | Time: 1299.93 ms [2022-04-10 07:36:06 main:574] : INFO : Epoch 1965 | loss: 0.0311859 | val_loss: 0.031183 | Time: 1379.65 ms [2022-04-10 07:36:08 main:574] : INFO : Epoch 1966 | loss: 0.0311849 | val_loss: 0.0311834 | Time: 1286.2 ms [2022-04-10 07:36:09 main:574] : INFO : Epoch 1967 | loss: 0.0311863 | val_loss: 0.0311851 | Time: 1269.56 ms [2022-04-10 07:36:10 main:574] : INFO : Epoch 1968 | loss: 0.0311861 | val_loss: 0.031186 | Time: 1290.24 ms [2022-04-10 07:36:12 main:574] : INFO : Epoch 1969 | loss: 0.0311846 | val_loss: 0.031183 | Time: 1280.38 ms [2022-04-10 07:36:13 main:574] : INFO : Epoch 1970 | loss: 0.0311833 | val_loss: 0.0311824 | Time: 1346.51 ms [2022-04-10 07:36:14 main:574] : INFO : Epoch 1971 | loss: 0.0311826 | val_loss: 0.0311819 | Time: 1240.92 ms [2022-04-10 07:36:15 main:574] : INFO : Epoch 1972 | loss: 0.0311821 | val_loss: 0.0311818 | Time: 1318.7 ms [2022-04-10 07:36:17 main:574] : INFO : Epoch 1973 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 1294 ms [2022-04-10 07:36:18 main:574] : INFO : Epoch 1974 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 1317 ms [2022-04-10 07:36:19 main:574] : INFO : Epoch 1975 | loss: 0.0311803 | val_loss: 0.0311802 | Time: 1273.7 ms [2022-04-10 07:36:21 main:574] : INFO : Epoch 1976 | loss: 0.0311797 | val_loss: 0.0311803 | Time: 1284.68 ms [2022-04-10 07:36:22 main:574] : INFO : Epoch 1977 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 1281.56 ms [2022-04-10 07:36:23 main:574] : INFO : Epoch 1978 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 1265.32 ms [2022-04-10 07:36:25 main:574] : INFO : Epoch 1979 | loss: 0.0311767 | val_loss: 0.0311774 | Time: 1289.98 ms [2022-04-10 07:36:26 main:574] : INFO : Epoch 1980 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 1272.1 ms [2022-04-10 07:36:27 main:574] : INFO : Epoch 1981 | loss: 0.0311751 | val_loss: 0.031176 | Time: 1261.83 ms [2022-04-10 07:36:29 main:574] : INFO : Epoch 1982 | loss: 0.031174 | val_loss: 0.0311763 | Time: 1401.21 ms [2022-04-10 07:36:30 main:574] : INFO : Epoch 1983 | loss: 0.0311735 | val_loss: 0.031175 | Time: 1318.19 ms [2022-04-10 07:36:31 main:574] : INFO : Epoch 1984 | loss: 0.0311731 | val_loss: 0.0311747 | Time: 1311.01 ms [2022-04-10 07:36:33 main:574] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.0311732 | Time: 1302.17 ms [2022-04-10 07:36:34 main:574] : INFO : Epoch 1986 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 1289.52 ms [2022-04-10 07:36:35 main:574] : INFO : Epoch 1987 | loss: 0.0311705 | val_loss: 0.0311728 | Time: 1254.36 ms [2022-04-10 07:36:36 main:574] : INFO : Epoch 1988 | loss: 0.0311721 | val_loss: 0.0311737 | Time: 1325.87 ms [2022-04-10 07:36:38 main:574] : INFO : Epoch 1989 | loss: 0.0311718 | val_loss: 0.0311724 | Time: 1305.03 ms [2022-04-10 07:36:39 main:574] : INFO : Epoch 1990 | loss: 0.0311715 | val_loss: 0.0311722 | Time: 1319.81 ms [2022-04-10 07:36:40 main:574] : INFO : Epoch 1991 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 1294.32 ms [2022-04-10 07:36:42 main:574] : INFO : Epoch 1992 | loss: 0.0311713 | val_loss: 0.031173 | Time: 1278.38 ms [2022-04-10 07:36:43 main:574] : INFO : Epoch 1993 | loss: 0.0311701 | val_loss: 0.0311727 | Time: 1300.38 ms [2022-04-10 07:36:44 main:574] : INFO : Epoch 1994 | loss: 0.0311697 | val_loss: 0.0311739 | Time: 1249.84 ms [2022-04-10 07:36:46 main:574] : INFO : Epoch 1995 | loss: 0.031169 | val_loss: 0.0311775 | Time: 1319.31 ms [2022-04-10 07:36:47 main:574] : INFO : Epoch 1996 | loss: 0.031169 | val_loss: 0.0311733 | Time: 1330.64 ms [2022-04-10 07:36:48 main:574] : INFO : Epoch 1997 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 1254.76 ms [2022-04-10 07:36:50 main:574] : INFO : Epoch 1998 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1307.57 ms [2022-04-10 07:36:51 main:574] : INFO : Epoch 1999 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 1317.37 ms [2022-04-10 07:36:52 main:574] : INFO : Epoch 2000 | loss: 0.031167 | val_loss: 0.0311731 | Time: 1268.38 ms [2022-04-10 07:36:53 main:574] : INFO : Epoch 2001 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 1284.67 ms [2022-04-10 07:36:55 main:574] : INFO : Epoch 2002 | loss: 0.0311661 | val_loss: 0.031176 | Time: 1260.43 ms [2022-04-10 07:36:56 main:574] : INFO : Epoch 2003 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 1300.42 ms [2022-04-10 07:36:57 main:574] : INFO : Epoch 2004 | loss: 0.0311652 | val_loss: 0.031174 | Time: 1258.53 ms [2022-04-10 07:36:59 main:574] : INFO : Epoch 2005 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 1359.5 ms [2022-04-10 07:37:00 main:574] : INFO : Epoch 2006 | loss: 0.0311645 | val_loss: 0.0311749 | Time: 1212.87 ms [2022-04-10 07:37:01 main:574] : INFO : Epoch 2007 | loss: 0.0311643 | val_loss: 0.0311754 | Time: 1330.6 ms [2022-04-10 07:37:02 main:574] : INFO : Epoch 2008 | loss: 0.0311647 | val_loss: 0.0311742 | Time: 1245.94 ms [2022-04-10 07:37:04 main:574] : INFO : Epoch 2009 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 1259.3 ms [2022-04-10 07:37:05 main:574] : INFO : Epoch 2010 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 1211.15 ms [2022-04-10 07:37:06 main:574] : INFO : Epoch 2011 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 1255.67 ms [2022-04-10 07:37:08 main:574] : INFO : Epoch 2012 | loss: 0.0311635 | val_loss: 0.0311732 | Time: 1300.47 ms [2022-04-10 07:37:09 main:574] : INFO : Epoch 2013 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 1225.93 ms [2022-04-10 07:37:10 main:574] : INFO : Epoch 2014 | loss: 0.031163 | val_loss: 0.0311713 | Time: 1296.58 ms [2022-04-10 07:37:11 main:574] : INFO : Epoch 2015 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 1308.84 ms [2022-04-10 07:37:13 main:574] : INFO : Epoch 2016 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 1225.86 ms [2022-04-10 07:37:14 main:574] : INFO : Epoch 2017 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 1218.2 ms [2022-04-10 07:37:15 main:574] : INFO : Epoch 2018 | loss: 0.0311619 | val_loss: 0.0311749 | Time: 1344.53 ms [2022-04-10 07:37:17 main:574] : INFO : Epoch 2019 | loss: 0.0311633 | val_loss: 0.0311765 | Time: 1273.94 ms [2022-04-10 07:37:18 main:574] : INFO : Epoch 2020 | loss: 0.0311623 | val_loss: 0.0311732 | Time: 1264.92 ms [2022-04-10 07:37:19 main:574] : INFO : Epoch 2021 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 1312.18 ms [2022-04-10 07:37:21 main:574] : INFO : Epoch 2022 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 1345.49 ms [2022-04-10 07:37:22 main:574] : INFO : Epoch 2023 | loss: 0.0311617 | val_loss: 0.0311714 | Time: 1252.43 ms [2022-04-10 07:37:23 main:574] : INFO : Epoch 2024 | loss: 0.0311614 | val_loss: 0.031175 | Time: 1358.99 ms [2022-04-10 07:37:24 main:574] : INFO : Epoch 2025 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 1300.88 ms [2022-04-10 07:37:26 main:574] : INFO : Epoch 2026 | loss: 0.0311622 | val_loss: 0.031171 | Time: 1254.67 ms [2022-04-10 07:37:27 main:574] : INFO : Epoch 2027 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 1367.1 ms [2022-04-10 07:37:28 main:574] : INFO : Epoch 2028 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 1264.42 ms [2022-04-10 07:37:30 main:574] : INFO : Epoch 2029 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 1292.77 ms [2022-04-10 07:37:31 main:574] : INFO : Epoch 2030 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 1293.23 ms [2022-04-10 07:37:32 main:574] : INFO : Epoch 2031 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 1265.65 ms [2022-04-10 07:37:34 main:574] : INFO : Epoch 2032 | loss: 0.0311621 | val_loss: 0.031174 | Time: 1246.2 ms [2022-04-10 07:37:35 main:574] : INFO : Epoch 2033 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 1312.23 ms [2022-04-10 07:37:36 main:574] : INFO : Epoch 2034 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 1296.54 ms [2022-04-10 07:37:37 main:574] : INFO : Epoch 2035 | loss: 0.0311605 | val_loss: 0.0311715 | Time: 1254.47 ms [2022-04-10 07:37:39 main:574] : INFO : Epoch 2036 | loss: 0.0311617 | val_loss: 0.0311731 | Time: 1239.24 ms [2022-04-10 07:37:40 main:574] : INFO : Epoch 2037 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 1283.35 ms [2022-04-10 07:37:41 main:574] : INFO : Epoch 2038 | loss: 0.0311603 | val_loss: 0.0311722 | Time: 1324.67 ms [2022-04-10 07:37:43 main:574] : INFO : Epoch 2039 | loss: 0.0311596 | val_loss: 0.031171 | Time: 1227.64 ms [2022-04-10 07:37:44 main:574] : INFO : Epoch 2040 | loss: 0.0311598 | val_loss: 0.0311728 | Time: 1292.05 ms [2022-04-10 07:37:45 main:574] : INFO : Epoch 2041 | loss: 0.0311642 | val_loss: 0.031172 | Time: 1347.62 ms [2022-04-10 07:37:47 main:574] : INFO : Epoch 2042 | loss: 0.031163 | val_loss: 0.0311722 | Time: 1329.99 ms [2022-04-10 07:37:48 main:574] : INFO : Epoch 2043 | loss: 0.0311621 | val_loss: 0.0311733 | Time: 1354.43 ms [2022-04-10 07:37:49 main:574] : INFO : Epoch 2044 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 1205.59 ms [2022-04-10 07:37:51 main:574] : INFO : Epoch 2045 | loss: 0.0311647 | val_loss: 0.0311706 | Time: 1323.12 ms [2022-04-10 07:37:52 main:574] : INFO : Epoch 2046 | loss: 0.031166 | val_loss: 0.0311742 | Time: 1308.1 ms [2022-04-10 07:37:53 main:574] : INFO : Epoch 2047 | loss: 0.0311653 | val_loss: 0.0311702 | Time: 1270.88 ms [2022-04-10 07:37:54 main:574] : INFO : Epoch 2048 | loss: 0.0311637 | val_loss: 0.0311728 | Time: 1294.23 ms [2022-04-10 07:37:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311728 [2022-04-10 07:37:54 main:603] : INFO : Saving end state to config to file [2022-04-10 07:37:54 main:608] : INFO : Success, exiting.. 07:37:54 (19064): 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)