Task 14380409
| Name | ParityModified-1647043900-17348-2-0_0 |
| Workunit | 11425724 |
| Created | 5 Apr 2022, 12:03:50 UTC |
| Sent | 9 Apr 2022, 16:14:37 UTC |
| Report deadline | 17 Apr 2022, 16:14:37 UTC |
| Received | 9 Apr 2022, 22:52:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 45 min 53 sec |
| CPU time | 44 min 39 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> INFO : Epoch 1542 | loss: 0.031148 | val_loss: 0.0311519 | Time: 1337.15 ms [2022-04-10 06:40:46 main:574] : INFO : Epoch 1543 | loss: 0.0311436 | val_loss: 0.0311561 | Time: 1277.22 ms [2022-04-10 06:40:47 main:574] : INFO : Epoch 1544 | loss: 0.0311478 | val_loss: 0.0311501 | Time: 1313.53 ms [2022-04-10 06:40:49 main:574] : INFO : Epoch 1545 | loss: 0.0311413 | val_loss: 0.0311524 | Time: 1303.76 ms [2022-04-10 06:40:50 main:574] : INFO : Epoch 1546 | loss: 0.0311416 | val_loss: 0.0311512 | Time: 1257.51 ms [2022-04-10 06:40:51 main:574] : INFO : Epoch 1547 | loss: 0.0311438 | val_loss: 0.0311537 | Time: 1262.59 ms [2022-04-10 06:40:53 main:574] : INFO : Epoch 1548 | loss: 0.0311434 | val_loss: 0.0311511 | Time: 1334.44 ms [2022-04-10 06:40:54 main:574] : INFO : Epoch 1549 | loss: 0.0311417 | val_loss: 0.0311536 | Time: 1270.41 ms [2022-04-10 06:40:55 main:574] : INFO : Epoch 1550 | loss: 0.0311437 | val_loss: 0.0311516 | Time: 1269.7 ms [2022-04-10 06:40:56 main:574] : INFO : Epoch 1551 | loss: 0.0311445 | val_loss: 0.0311509 | Time: 1332.09 ms [2022-04-10 06:40:58 main:574] : INFO : Epoch 1552 | loss: 0.0311438 | val_loss: 0.0311479 | Time: 1251.57 ms [2022-04-10 06:40:59 main:574] : INFO : Epoch 1553 | loss: 0.0311421 | val_loss: 0.0311489 | Time: 1310.26 ms [2022-04-10 06:41:00 main:574] : INFO : Epoch 1554 | loss: 0.0311425 | val_loss: 0.0311499 | Time: 1258.93 ms [2022-04-10 06:41:02 main:574] : INFO : Epoch 1555 | loss: 0.0311439 | val_loss: 0.0311547 | Time: 1272.71 ms [2022-04-10 06:41:03 main:574] : INFO : Epoch 1556 | loss: 0.0311453 | val_loss: 0.0311498 | Time: 1386.44 ms [2022-04-10 06:41:04 main:574] : INFO : Epoch 1557 | loss: 0.0311442 | val_loss: 0.0311508 | Time: 1358.15 ms [2022-04-10 06:41:06 main:574] : INFO : Epoch 1558 | loss: 0.031144 | val_loss: 0.0311521 | Time: 1326.88 ms [2022-04-10 06:41:07 main:574] : INFO : Epoch 1559 | loss: 0.0311424 | val_loss: 0.0311495 | Time: 1315.62 ms [2022-04-10 06:41:08 main:574] : INFO : Epoch 1560 | loss: 0.0311423 | val_loss: 0.0311497 | Time: 1320.41 ms [2022-04-10 06:41:10 main:574] : INFO : Epoch 1561 | loss: 0.0311414 | val_loss: 0.0311489 | Time: 1356.29 ms [2022-04-10 06:41:11 main:574] : INFO : Epoch 1562 | loss: 0.0311407 | val_loss: 0.0311488 | Time: 1414.98 ms [2022-04-10 06:41:13 main:574] : INFO : Epoch 1563 | loss: 0.0311418 | val_loss: 0.0311503 | Time: 1311.67 ms [2022-04-10 06:41:14 main:574] : INFO : Epoch 1564 | loss: 0.0311413 | val_loss: 0.031149 | Time: 1283.5 ms [2022-04-10 06:41:15 main:574] : INFO : Epoch 1565 | loss: 0.0311418 | val_loss: 0.0311492 | Time: 1316.72 ms [2022-04-10 06:41:17 main:574] : INFO : Epoch 1566 | loss: 0.0311405 | val_loss: 0.0311501 | Time: 1297.6 ms [2022-04-10 06:41:18 main:574] : INFO : Epoch 1567 | loss: 0.0311415 | val_loss: 0.0311507 | Time: 1245.83 ms [2022-04-10 06:41:19 main:574] : INFO : Epoch 1568 | loss: 0.031146 | val_loss: 0.0311538 | Time: 1291.45 ms [2022-04-10 06:41:20 main:574] : INFO : Epoch 1569 | loss: 0.0311419 | val_loss: 0.0311519 | Time: 1263.35 ms [2022-04-10 06:41:22 main:574] : INFO : Epoch 1570 | loss: 0.0311417 | val_loss: 0.0311485 | Time: 1292.29 ms [2022-04-10 06:41:23 main:574] : INFO : Epoch 1571 | loss: 0.0311492 | val_loss: 0.0311484 | Time: 1308.24 ms [2022-04-10 06:41:24 main:574] : INFO : Epoch 1572 | loss: 0.0311468 | val_loss: 0.031149 | Time: 1326.58 ms [2022-04-10 06:41:26 main:574] : INFO : Epoch 1573 | loss: 0.0311435 | val_loss: 0.0311504 | Time: 1295.86 ms [2022-04-10 06:41:27 main:574] : INFO : Epoch 1574 | loss: 0.0311427 | val_loss: 0.0311513 | Time: 1253.25 ms [2022-04-10 06:41:28 main:574] : INFO : Epoch 1575 | loss: 0.0311429 | val_loss: 0.0311482 | Time: 1286.51 ms [2022-04-10 06:41:30 main:574] : INFO : Epoch 1576 | loss: 0.031141 | val_loss: 0.0311505 | Time: 1380.1 ms [2022-04-10 06:41:31 main:574] : INFO : Epoch 1577 | loss: 0.0311426 | val_loss: 0.0311488 | Time: 1305.41 ms [2022-04-10 06:41:32 main:574] : INFO : Epoch 1578 | loss: 0.0311391 | val_loss: 0.0311479 | Time: 1390.84 ms [2022-04-10 06:41:34 main:574] : INFO : Epoch 1579 | loss: 0.0311399 | val_loss: 0.0311504 | Time: 1291.58 ms [2022-04-10 06:41:35 main:574] : INFO : Epoch 1580 | loss: 0.0311422 | val_loss: 0.031156 | Time: 1391.87 ms [2022-04-10 06:41:36 main:574] : INFO : Epoch 1581 | loss: 0.0311398 | val_loss: 0.0311505 | Time: 1366.27 ms [2022-04-10 06:41:38 main:574] : INFO : Epoch 1582 | loss: 0.0311391 | val_loss: 0.0311512 | Time: 1398.82 ms [2022-04-10 06:41:39 main:574] : INFO : Epoch 1583 | loss: 0.0311373 | val_loss: 0.0311532 | Time: 1300.38 ms [2022-04-10 06:41:41 main:574] : INFO : Epoch 1584 | loss: 0.0311396 | val_loss: 0.0311513 | Time: 1323.66 ms [2022-04-10 06:41:42 main:574] : INFO : Epoch 1585 | loss: 0.0311422 | val_loss: 0.031148 | Time: 1318.61 ms [2022-04-10 06:41:43 main:574] : INFO : Epoch 1586 | loss: 0.0311376 | val_loss: 0.0311603 | Time: 1329.4 ms [2022-04-10 06:41:45 main:574] : INFO : Epoch 1587 | loss: 0.0311426 | val_loss: 0.0311508 | Time: 1418.52 ms [2022-04-10 06:41:46 main:574] : INFO : Epoch 1588 | loss: 0.0311403 | val_loss: 0.0311489 | Time: 1418.51 ms [2022-04-10 06:41:48 main:574] : INFO : Epoch 1589 | loss: 0.0311427 | val_loss: 0.0311485 | Time: 1467.57 ms [2022-04-10 06:41:49 main:574] : INFO : Epoch 1590 | loss: 0.0311459 | val_loss: 0.0311508 | Time: 1408.15 ms [2022-04-10 06:41:50 main:574] : INFO : Epoch 1591 | loss: 0.0311475 | val_loss: 0.0311493 | Time: 1317.33 ms [2022-04-10 06:41:52 main:574] : INFO : Epoch 1592 | loss: 0.0311462 | val_loss: 0.0311475 | Time: 1300.42 ms [2022-04-10 06:41:53 main:574] : INFO : Epoch 1593 | loss: 0.0311452 | val_loss: 0.0311498 | Time: 1232.34 ms [2022-04-10 06:41:54 main:574] : INFO : Epoch 1594 | loss: 0.031148 | val_loss: 0.0311479 | Time: 1276.22 ms [2022-04-10 06:41:56 main:574] : INFO : Epoch 1595 | loss: 0.0311459 | val_loss: 0.0311557 | Time: 1323.4 ms [2022-04-10 06:41:57 main:574] : INFO : Epoch 1596 | loss: 0.0311474 | val_loss: 0.0311472 | Time: 1255.97 ms [2022-04-10 06:41:58 main:574] : INFO : Epoch 1597 | loss: 0.0311433 | val_loss: 0.0311573 | Time: 1258.76 ms [2022-04-10 06:41:59 main:574] : INFO : Epoch 1598 | loss: 0.0311477 | val_loss: 0.0311534 | Time: 1321.24 ms [2022-04-10 06:42:01 main:574] : INFO : Epoch 1599 | loss: 0.0311492 | val_loss: 0.0311474 | Time: 1252.91 ms [2022-04-10 06:42:02 main:574] : INFO : Epoch 1600 | loss: 0.0311441 | val_loss: 0.0311476 | Time: 1291.62 ms [2022-04-10 06:42:03 main:574] : INFO : Epoch 1601 | loss: 0.0311464 | val_loss: 0.0311495 | Time: 1305.56 ms [2022-04-10 06:42:05 main:574] : INFO : Epoch 1602 | loss: 0.0311459 | val_loss: 0.0311472 | Time: 1318.98 ms [2022-04-10 06:42:06 main:574] : INFO : Epoch 1603 | loss: 0.0311432 | val_loss: 0.0311517 | Time: 1293.44 ms [2022-04-10 06:42:07 main:574] : INFO : Epoch 1604 | loss: 0.031145 | val_loss: 0.0311513 | Time: 1340.93 ms [2022-04-10 06:42:09 main:574] : INFO : Epoch 1605 | loss: 0.0311467 | val_loss: 0.0311494 | Time: 1322.68 ms [2022-04-10 06:42:10 main:574] : INFO : Epoch 1606 | loss: 0.0311429 | val_loss: 0.0311508 | Time: 1282.31 ms [2022-04-10 06:42:11 main:574] : INFO : Epoch 1607 | loss: 0.0311451 | val_loss: 0.0311494 | Time: 1281.7 ms [2022-04-10 06:42:13 main:574] : INFO : Epoch 1608 | loss: 0.0311397 | val_loss: 0.0311491 | Time: 1380.31 ms [2022-04-10 06:42:14 main:574] : INFO : Epoch 1609 | loss: 0.0311413 | val_loss: 0.0311503 | Time: 1279.43 ms [2022-04-10 06:42:15 main:574] : INFO : Epoch 1610 | loss: 0.0311407 | val_loss: 0.0311481 | Time: 1287.59 ms [2022-04-10 06:42:17 main:574] : INFO : Epoch 1611 | loss: 0.0311393 | val_loss: 0.0311478 | Time: 1308.99 ms [2022-04-10 06:42:18 main:574] : INFO : Epoch 1612 | loss: 0.0311395 | val_loss: 0.0311484 | Time: 1294.2 ms [2022-04-10 06:42:19 main:574] : INFO : Epoch 1613 | loss: 0.0311392 | val_loss: 0.0311484 | Time: 1315.12 ms [2022-04-10 06:42:20 main:574] : INFO : Epoch 1614 | loss: 0.0311387 | val_loss: 0.0311508 | Time: 1294.04 ms [2022-04-10 06:42:22 main:574] : INFO : Epoch 1615 | loss: 0.0311419 | val_loss: 0.0311547 | Time: 1308.22 ms [2022-04-10 06:42:23 main:574] : INFO : Epoch 1616 | loss: 0.0311424 | val_loss: 0.0311472 | Time: 1318.58 ms [2022-04-10 06:42:24 main:574] : INFO : Epoch 1617 | loss: 0.031142 | val_loss: 0.0311556 | Time: 1285.65 ms [2022-04-10 06:42:26 main:574] : INFO : Epoch 1618 | loss: 0.0311398 | val_loss: 0.0311466 | Time: 1326.72 ms [2022-04-10 06:42:27 main:574] : INFO : Epoch 1619 | loss: 0.0311373 | val_loss: 0.0311464 | Time: 1259.77 ms [2022-04-10 06:42:28 main:574] : INFO : Epoch 1620 | loss: 0.0311383 | val_loss: 0.0311489 | Time: 1288.37 ms [2022-04-10 06:42:30 main:574] : INFO : Epoch 1621 | loss: 0.0311384 | val_loss: 0.0311455 | Time: 1333.13 ms [2022-04-10 06:42:31 main:574] : INFO : Epoch 1622 | loss: 0.0311391 | val_loss: 0.0311509 | Time: 1301.42 ms [2022-04-10 06:42:32 main:574] : INFO : Epoch 1623 | loss: 0.0311387 | val_loss: 0.0311561 | Time: 1282.32 ms [2022-04-10 06:42:34 main:574] : INFO : Epoch 1624 | loss: 0.0311395 | val_loss: 0.0311481 | Time: 1349 ms [2022-04-10 06:42:35 main:574] : INFO : Epoch 1625 | loss: 0.0311362 | val_loss: 0.0311474 | Time: 1305.95 ms [2022-04-10 06:42:36 main:574] : INFO : Epoch 1626 | loss: 0.0311374 | val_loss: 0.0311474 | Time: 1326.87 ms [2022-04-10 06:42:38 main:574] : INFO : Epoch 1627 | loss: 0.0311379 | val_loss: 0.0311492 | Time: 1276.63 ms [2022-04-10 06:42:39 main:574] : INFO : Epoch 1628 | loss: 0.0311439 | val_loss: 0.031152 | Time: 1351.73 ms [2022-04-10 06:42:40 main:574] : INFO : Epoch 1629 | loss: 0.0311415 | val_loss: 0.0311539 | Time: 1294.9 ms [2022-04-10 06:42:42 main:574] : INFO : Epoch 1630 | loss: 0.0311403 | val_loss: 0.0311543 | Time: 1334.7 ms [2022-04-10 06:42:43 main:574] : INFO : Epoch 1631 | loss: 0.0311394 | val_loss: 0.0311511 | Time: 1333.72 ms [2022-04-10 06:42:44 main:574] : INFO : Epoch 1632 | loss: 0.0311429 | val_loss: 0.0311754 | Time: 1312.15 ms [2022-04-10 06:42:46 main:574] : INFO : Epoch 1633 | loss: 0.0311439 | val_loss: 0.0311495 | Time: 1307.89 ms [2022-04-10 06:42:47 main:574] : INFO : Epoch 1634 | loss: 0.031141 | val_loss: 0.0311508 | Time: 1265.6 ms [2022-04-10 06:42:48 main:574] : INFO : Epoch 1635 | loss: 0.0311403 | val_loss: 0.0311585 | Time: 1346.92 ms [2022-04-10 06:42:50 main:574] : INFO : Epoch 1636 | loss: 0.0311448 | val_loss: 0.03115 | Time: 1302.5 ms [2022-04-10 06:42:51 main:574] : INFO : Epoch 1637 | loss: 0.0311419 | val_loss: 0.0311492 | Time: 1274.97 ms [2022-04-10 06:42:52 main:574] : INFO : Epoch 1638 | loss: 0.0311434 | val_loss: 0.0311506 | Time: 1247.68 ms [2022-04-10 06:42:53 main:574] : INFO : Epoch 1639 | loss: 0.0311406 | val_loss: 0.0311556 | Time: 1286.08 ms [2022-04-10 06:42:55 main:574] : INFO : Epoch 1640 | loss: 0.0311416 | val_loss: 0.0311489 | Time: 1238.23 ms [2022-04-10 06:42:56 main:574] : INFO : Epoch 1641 | loss: 0.0311392 | val_loss: 0.0311524 | Time: 1272.25 ms [2022-04-10 06:42:57 main:574] : INFO : Epoch 1642 | loss: 0.0311388 | val_loss: 0.0311494 | Time: 1331.46 ms [2022-04-10 06:42:59 main:574] : INFO : Epoch 1643 | loss: 0.0311379 | val_loss: 0.0311528 | Time: 1259.17 ms [2022-04-10 06:43:00 main:574] : INFO : Epoch 1644 | loss: 0.0311377 | val_loss: 0.031151 | Time: 1495.39 ms [2022-04-10 06:43:01 main:574] : INFO : Epoch 1645 | loss: 0.0311395 | val_loss: 0.0311599 | Time: 1345.44 ms [2022-04-10 06:43:03 main:574] : INFO : Epoch 1646 | loss: 0.0311447 | val_loss: 0.0311492 | Time: 1342.95 ms [2022-04-10 06:43:04 main:574] : INFO : Epoch 1647 | loss: 0.0311461 | val_loss: 0.0311556 | Time: 1427.39 ms [2022-04-10 06:43:06 main:574] : INFO : Epoch 1648 | loss: 0.0311426 | val_loss: 0.0311498 | Time: 1349.9 ms [2022-04-10 06:43:07 main:574] : INFO : Epoch 1649 | loss: 0.0311366 | val_loss: 0.0311482 | Time: 1297.13 ms [2022-04-10 06:43:08 main:574] : INFO : Epoch 1650 | loss: 0.031137 | val_loss: 0.0311501 | Time: 1397 ms [2022-04-10 06:43:10 main:574] : INFO : Epoch 1651 | loss: 0.0311377 | val_loss: 0.0311474 | Time: 1282.1 ms [2022-04-10 06:43:11 main:574] : INFO : Epoch 1652 | loss: 0.0311387 | val_loss: 0.0311467 | Time: 1284.77 ms [2022-04-10 06:43:12 main:574] : INFO : Epoch 1653 | loss: 0.0311359 | val_loss: 0.0311477 | Time: 1261.87 ms [2022-04-10 06:43:14 main:574] : INFO : Epoch 1654 | loss: 0.0311365 | val_loss: 0.0311499 | Time: 1356.02 ms [2022-04-10 06:43:15 main:574] : INFO : Epoch 1655 | loss: 0.031136 | val_loss: 0.031151 | Time: 1341.21 ms [2022-04-10 06:43:16 main:574] : INFO : Epoch 1656 | loss: 0.031136 | val_loss: 0.0311504 | Time: 1335.2 ms [2022-04-10 06:43:18 main:574] : INFO : Epoch 1657 | loss: 0.0311373 | val_loss: 0.0311475 | Time: 1298.95 ms [2022-04-10 06:43:19 main:574] : INFO : Epoch 1658 | loss: 0.0311407 | val_loss: 0.0311519 | Time: 1318.24 ms [2022-04-10 06:43:20 main:574] : INFO : Epoch 1659 | loss: 0.0311375 | val_loss: 0.0311526 | Time: 1325.19 ms [2022-04-10 06:43:22 main:574] : INFO : Epoch 1660 | loss: 0.0311411 | val_loss: 0.0311494 | Time: 1261.31 ms [2022-04-10 06:43:23 main:574] : INFO : Epoch 1661 | loss: 0.0311416 | val_loss: 0.0311541 | Time: 1320.51 ms [2022-04-10 06:43:24 main:574] : INFO : Epoch 1662 | loss: 0.0311398 | val_loss: 0.0311544 | Time: 1309.76 ms [2022-04-10 06:43:26 main:574] : INFO : Epoch 1663 | loss: 0.0311402 | val_loss: 0.0311561 | Time: 1343.18 ms [2022-04-10 06:43:27 main:574] : INFO : Epoch 1664 | loss: 0.0311392 | val_loss: 0.0311524 | Time: 1396.77 ms [2022-04-10 06:43:28 main:574] : INFO : Epoch 1665 | loss: 0.0311368 | val_loss: 0.0311505 | Time: 1280.9 ms [2022-04-10 06:43:30 main:574] : INFO : Epoch 1666 | loss: 0.0311357 | val_loss: 0.0311525 | Time: 1334.93 ms [2022-04-10 06:43:31 main:574] : INFO : Epoch 1667 | loss: 0.0311385 | val_loss: 0.0311486 | Time: 1359.93 ms [2022-04-10 06:43:32 main:574] : INFO : Epoch 1668 | loss: 0.0311357 | val_loss: 0.0311487 | Time: 1293.55 ms [2022-04-10 06:43:34 main:574] : INFO : Epoch 1669 | loss: 0.031145 | val_loss: 0.0311486 | Time: 1271.35 ms [2022-04-10 06:43:35 main:574] : INFO : Epoch 1670 | loss: 0.0311484 | val_loss: 0.0311544 | Time: 1394.73 ms [2022-04-10 06:43:36 main:574] : INFO : Epoch 1671 | loss: 0.0311567 | val_loss: 0.0311689 | Time: 1277.47 ms [2022-04-10 06:43:38 main:574] : INFO : Epoch 1672 | loss: 0.0311734 | val_loss: 0.0311894 | Time: 1234.4 ms [2022-04-10 06:43:39 main:574] : INFO : Epoch 1673 | loss: 0.031195 | val_loss: 0.0311993 | Time: 1383.99 ms [2022-04-10 06:43:40 main:574] : INFO : Epoch 1674 | loss: 0.0311977 | val_loss: 0.0311781 | Time: 1275.94 ms [2022-04-10 06:43:42 main:574] : INFO : Epoch 1675 | loss: 0.0311807 | val_loss: 0.0311775 | Time: 1356.16 ms [2022-04-10 06:43:43 main:574] : INFO : Epoch 1676 | loss: 0.0311769 | val_loss: 0.0311718 | Time: 1261.99 ms [2022-04-10 06:43:44 main:574] : INFO : Epoch 1677 | loss: 0.0311749 | val_loss: 0.0311701 | Time: 1274.54 ms [2022-04-10 06:43:45 main:574] : INFO : Epoch 1678 | loss: 0.0311717 | val_loss: 0.0311709 | Time: 1290.15 ms [2022-04-10 06:43:47 main:574] : INFO : Epoch 1679 | loss: 0.0311728 | val_loss: 0.0311691 | Time: 1378.02 ms [2022-04-10 06:43:48 main:574] : INFO : Epoch 1680 | loss: 0.0311697 | val_loss: 0.0311705 | Time: 1342.79 ms [2022-04-10 06:43:50 main:574] : INFO : Epoch 1681 | loss: 0.0311688 | val_loss: 0.0311667 | Time: 1333.79 ms [2022-04-10 06:43:51 main:574] : INFO : Epoch 1682 | loss: 0.0311682 | val_loss: 0.0311675 | Time: 1242.88 ms [2022-04-10 06:43:52 main:574] : INFO : Epoch 1683 | loss: 0.031169 | val_loss: 0.0311723 | Time: 1315.42 ms [2022-04-10 06:43:53 main:574] : INFO : Epoch 1684 | loss: 0.0311674 | val_loss: 0.0311671 | Time: 1361.87 ms [2022-04-10 06:43:55 main:574] : INFO : Epoch 1685 | loss: 0.031169 | val_loss: 0.0311642 | Time: 1353.52 ms [2022-04-10 06:43:56 main:574] : INFO : Epoch 1686 | loss: 0.0311704 | val_loss: 0.0311631 | Time: 1263.67 ms [2022-04-10 06:43:57 main:574] : INFO : Epoch 1687 | loss: 0.031172 | val_loss: 0.0311672 | Time: 1323.37 ms [2022-04-10 06:43:59 main:574] : INFO : Epoch 1688 | loss: 0.031168 | val_loss: 0.0311652 | Time: 1327.81 ms [2022-04-10 06:44:00 main:574] : INFO : Epoch 1689 | loss: 0.0311682 | val_loss: 0.0311652 | Time: 1351.39 ms [2022-04-10 06:44:02 main:574] : INFO : Epoch 1690 | loss: 0.0311669 | val_loss: 0.0311678 | Time: 1383.34 ms [2022-04-10 06:44:03 main:574] : INFO : Epoch 1691 | loss: 0.0311667 | val_loss: 0.0311656 | Time: 1297.76 ms [2022-04-10 06:44:04 main:574] : INFO : Epoch 1692 | loss: 0.0311661 | val_loss: 0.0311673 | Time: 1266.21 ms [2022-04-10 06:44:05 main:574] : INFO : Epoch 1693 | loss: 0.0311657 | val_loss: 0.031168 | Time: 1273.11 ms [2022-04-10 06:44:07 main:574] : INFO : Epoch 1694 | loss: 0.0311636 | val_loss: 0.0311661 | Time: 1310.22 ms [2022-04-10 06:44:08 main:574] : INFO : Epoch 1695 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 1275.17 ms [2022-04-10 06:44:09 main:574] : INFO : Epoch 1696 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 1275 ms [2022-04-10 06:44:11 main:574] : INFO : Epoch 1697 | loss: 0.0311645 | val_loss: 0.0311659 | Time: 1333.85 ms [2022-04-10 06:44:12 main:574] : INFO : Epoch 1698 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 1343.93 ms [2022-04-10 06:44:13 main:574] : INFO : Epoch 1699 | loss: 0.0311658 | val_loss: 0.031165 | Time: 1274.93 ms [2022-04-10 06:44:15 main:574] : INFO : Epoch 1700 | loss: 0.0311634 | val_loss: 0.0311635 | Time: 1325.94 ms [2022-04-10 06:44:16 main:574] : INFO : Epoch 1701 | loss: 0.0311668 | val_loss: 0.0311709 | Time: 1310.85 ms [2022-04-10 06:44:17 main:574] : INFO : Epoch 1702 | loss: 0.031169 | val_loss: 0.0311687 | Time: 1353.97 ms [2022-04-10 06:44:19 main:574] : INFO : Epoch 1703 | loss: 0.0311627 | val_loss: 0.0311652 | Time: 1353.14 ms [2022-04-10 06:44:20 main:574] : INFO : Epoch 1704 | loss: 0.0311617 | val_loss: 0.0311663 | Time: 1261.44 ms [2022-04-10 06:44:21 main:574] : INFO : Epoch 1705 | loss: 0.0311611 | val_loss: 0.0311652 | Time: 1303.53 ms [2022-04-10 06:44:23 main:574] : INFO : Epoch 1706 | loss: 0.031161 | val_loss: 0.0311696 | Time: 1276.68 ms [2022-04-10 06:44:24 main:574] : INFO : Epoch 1707 | loss: 0.031163 | val_loss: 0.0311654 | Time: 1306.86 ms [2022-04-10 06:44:25 main:574] : INFO : Epoch 1708 | loss: 0.0311623 | val_loss: 0.031166 | Time: 1336.03 ms [2022-04-10 06:44:27 main:574] : INFO : Epoch 1709 | loss: 0.0311626 | val_loss: 0.0311659 | Time: 1317.82 ms [2022-04-10 06:44:28 main:574] : INFO : Epoch 1710 | loss: 0.0311644 | val_loss: 0.0311643 | Time: 1319.3 ms [2022-04-10 06:44:29 main:574] : INFO : Epoch 1711 | loss: 0.0311661 | val_loss: 0.03117 | Time: 1321.7 ms [2022-04-10 06:44:31 main:574] : INFO : Epoch 1712 | loss: 0.0311631 | val_loss: 0.0311685 | Time: 1249.75 ms [2022-04-10 06:44:32 main:574] : INFO : Epoch 1713 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 1307.69 ms [2022-04-10 06:44:33 main:574] : INFO : Epoch 1714 | loss: 0.0311642 | val_loss: 0.0311634 | Time: 1306.91 ms [2022-04-10 06:44:34 main:574] : INFO : Epoch 1715 | loss: 0.0311615 | val_loss: 0.0311644 | Time: 1289.47 ms [2022-04-10 06:44:36 main:574] : INFO : Epoch 1716 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 1259.92 ms [2022-04-10 06:44:37 main:574] : INFO : Epoch 1717 | loss: 0.0311598 | val_loss: 0.0311644 | Time: 1289.81 ms [2022-04-10 06:44:38 main:574] : INFO : Epoch 1718 | loss: 0.0311609 | val_loss: 0.0311797 | Time: 1296.98 ms [2022-04-10 06:44:40 main:574] : INFO : Epoch 1719 | loss: 0.0311603 | val_loss: 0.0311627 | Time: 1276.89 ms [2022-04-10 06:44:41 main:574] : INFO : Epoch 1720 | loss: 0.0311581 | val_loss: 0.0311623 | Time: 1274.8 ms [2022-04-10 06:44:42 main:574] : INFO : Epoch 1721 | loss: 0.0311581 | val_loss: 0.0311645 | Time: 1270.04 ms [2022-04-10 06:44:44 main:574] : INFO : Epoch 1722 | loss: 0.0311618 | val_loss: 0.0311661 | Time: 1348.36 ms [2022-04-10 06:44:45 main:574] : INFO : Epoch 1723 | loss: 0.0311612 | val_loss: 0.0311718 | Time: 1310.64 ms [2022-04-10 06:44:46 main:574] : INFO : Epoch 1724 | loss: 0.031161 | val_loss: 0.0311678 | Time: 1335.24 ms [2022-04-10 06:44:48 main:574] : INFO : Epoch 1725 | loss: 0.03116 | val_loss: 0.0311615 | Time: 1394.61 ms [2022-04-10 06:44:49 main:574] : INFO : Epoch 1726 | loss: 0.0311586 | val_loss: 0.0311618 | Time: 1382.74 ms [2022-04-10 06:44:50 main:574] : INFO : Epoch 1727 | loss: 0.0311571 | val_loss: 0.0311627 | Time: 1255.44 ms [2022-04-10 06:44:52 main:574] : INFO : Epoch 1728 | loss: 0.0311564 | val_loss: 0.0311628 | Time: 1279.56 ms [2022-04-10 06:44:53 main:574] : INFO : Epoch 1729 | loss: 0.0311568 | val_loss: 0.0311637 | Time: 1258.4 ms [2022-04-10 06:44:54 main:574] : INFO : Epoch 1730 | loss: 0.0311605 | val_loss: 0.0311632 | Time: 1311.62 ms [2022-04-10 06:44:56 main:574] : INFO : Epoch 1731 | loss: 0.0311596 | val_loss: 0.0311623 | Time: 1364.42 ms [2022-04-10 06:44:57 main:574] : INFO : Epoch 1732 | loss: 0.0311602 | val_loss: 0.031162 | Time: 1325.73 ms [2022-04-10 06:44:58 main:574] : INFO : Epoch 1733 | loss: 0.0311586 | val_loss: 0.031163 | Time: 1293.96 ms [2022-04-10 06:45:00 main:574] : INFO : Epoch 1734 | loss: 0.03116 | val_loss: 0.0311623 | Time: 1295.79 ms [2022-04-10 06:45:01 main:574] : INFO : Epoch 1735 | loss: 0.0311605 | val_loss: 0.0311645 | Time: 1304.91 ms [2022-04-10 06:45:02 main:574] : INFO : Epoch 1736 | loss: 0.0311593 | val_loss: 0.0311662 | Time: 1309.39 ms [2022-04-10 06:45:03 main:574] : INFO : Epoch 1737 | loss: 0.0311578 | val_loss: 0.0311619 | Time: 1233.78 ms [2022-04-10 06:45:05 main:574] : INFO : Epoch 1738 | loss: 0.0311573 | val_loss: 0.0311667 | Time: 1386.41 ms [2022-04-10 06:45:06 main:574] : INFO : Epoch 1739 | loss: 0.03116 | val_loss: 0.0311667 | Time: 1306.27 ms [2022-04-10 06:45:07 main:574] : INFO : Epoch 1740 | loss: 0.0311624 | val_loss: 0.0311651 | Time: 1270.74 ms [2022-04-10 06:45:09 main:574] : INFO : Epoch 1741 | loss: 0.0311578 | val_loss: 0.0311627 | Time: 1285.91 ms [2022-04-10 06:45:10 main:574] : INFO : Epoch 1742 | loss: 0.0311632 | val_loss: 0.031167 | Time: 1331.66 ms [2022-04-10 06:45:11 main:574] : INFO : Epoch 1743 | loss: 0.031159 | val_loss: 0.0311645 | Time: 1268.65 ms [2022-04-10 06:45:13 main:574] : INFO : Epoch 1744 | loss: 0.0311606 | val_loss: 0.0311761 | Time: 1336.55 ms [2022-04-10 06:45:14 main:574] : INFO : Epoch 1745 | loss: 0.0311638 | val_loss: 0.0311634 | Time: 1261.39 ms [2022-04-10 06:45:15 main:574] : INFO : Epoch 1746 | loss: 0.0311615 | val_loss: 0.0311588 | Time: 1350.85 ms [2022-04-10 06:45:17 main:574] : INFO : Epoch 1747 | loss: 0.031161 | val_loss: 0.0311613 | Time: 1337.37 ms [2022-04-10 06:45:18 main:574] : INFO : Epoch 1748 | loss: 0.0311628 | val_loss: 0.0311653 | Time: 1365.21 ms [2022-04-10 06:45:19 main:574] : INFO : Epoch 1749 | loss: 0.0311606 | val_loss: 0.0311611 | Time: 1290.08 ms [2022-04-10 06:45:21 main:574] : INFO : Epoch 1750 | loss: 0.0311591 | val_loss: 0.0311608 | Time: 1283.93 ms [2022-04-10 06:45:22 main:574] : INFO : Epoch 1751 | loss: 0.0311574 | val_loss: 0.0311604 | Time: 1283.57 ms [2022-04-10 06:45:23 main:574] : INFO : Epoch 1752 | loss: 0.0311577 | val_loss: 0.0311612 | Time: 1341.19 ms [2022-04-10 06:45:25 main:574] : INFO : Epoch 1753 | loss: 0.0311568 | val_loss: 0.0311615 | Time: 1289.61 ms [2022-04-10 06:45:26 main:574] : INFO : Epoch 1754 | loss: 0.0311608 | val_loss: 0.0311649 | Time: 1300.08 ms [2022-04-10 06:45:27 main:574] : INFO : Epoch 1755 | loss: 0.0311569 | val_loss: 0.031162 | Time: 1289.01 ms [2022-04-10 06:45:29 main:574] : INFO : Epoch 1756 | loss: 0.0311564 | val_loss: 0.0311712 | Time: 1344.77 ms [2022-04-10 06:45:30 main:574] : INFO : Epoch 1757 | loss: 0.0311565 | val_loss: 0.0311621 | Time: 1376.6 ms [2022-04-10 06:45:31 main:574] : INFO : Epoch 1758 | loss: 0.0311558 | val_loss: 0.031163 | Time: 1250.22 ms [2022-04-10 06:45:33 main:574] : INFO : Epoch 1759 | loss: 0.031156 | val_loss: 0.0311642 | Time: 1285.28 ms [2022-04-10 06:45:34 main:574] : INFO : Epoch 1760 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 1292.26 ms [2022-04-10 06:45:35 main:574] : INFO : Epoch 1761 | loss: 0.0311545 | val_loss: 0.0311613 | Time: 1347.91 ms [2022-04-10 06:45:37 main:574] : INFO : Epoch 1762 | loss: 0.0311565 | val_loss: 0.0311608 | Time: 1309.29 ms [2022-04-10 06:45:38 main:574] : INFO : Epoch 1763 | loss: 0.0311548 | val_loss: 0.0311677 | Time: 1305.5 ms [2022-04-10 06:45:39 main:574] : INFO : Epoch 1764 | loss: 0.031156 | val_loss: 0.0311607 | Time: 1405.42 ms [2022-04-10 06:45:41 main:574] : INFO : Epoch 1765 | loss: 0.0311547 | val_loss: 0.0311619 | Time: 1311.42 ms [2022-04-10 06:45:42 main:574] : INFO : Epoch 1766 | loss: 0.0311609 | val_loss: 0.0311612 | Time: 1353.6 ms [2022-04-10 06:45:43 main:574] : INFO : Epoch 1767 | loss: 0.0311565 | val_loss: 0.0311661 | Time: 1278.47 ms [2022-04-10 06:45:45 main:574] : INFO : Epoch 1768 | loss: 0.0311541 | val_loss: 0.0311612 | Time: 1375.78 ms [2022-04-10 06:45:46 main:574] : INFO : Epoch 1769 | loss: 0.0311525 | val_loss: 0.0311614 | Time: 1403.51 ms [2022-04-10 06:45:47 main:574] : INFO : Epoch 1770 | loss: 0.0311526 | val_loss: 0.0311607 | Time: 1249.55 ms [2022-04-10 06:45:49 main:574] : INFO : Epoch 1771 | loss: 0.0311546 | val_loss: 0.0311637 | Time: 1324.59 ms [2022-04-10 06:45:50 main:574] : INFO : Epoch 1772 | loss: 0.0311542 | val_loss: 0.0311635 | Time: 1372.77 ms [2022-04-10 06:45:51 main:574] : INFO : Epoch 1773 | loss: 0.0311529 | val_loss: 0.0311641 | Time: 1271.25 ms [2022-04-10 06:45:53 main:574] : INFO : Epoch 1774 | loss: 0.0311535 | val_loss: 0.0311635 | Time: 1326.44 ms [2022-04-10 06:45:54 main:574] : INFO : Epoch 1775 | loss: 0.0311546 | val_loss: 0.0311619 | Time: 1284.56 ms [2022-04-10 06:45:55 main:574] : INFO : Epoch 1776 | loss: 0.0311523 | val_loss: 0.0311623 | Time: 1350.9 ms [2022-04-10 06:45:57 main:574] : INFO : Epoch 1777 | loss: 0.0311557 | val_loss: 0.031161 | Time: 1280.46 ms [2022-04-10 06:45:58 main:574] : INFO : Epoch 1778 | loss: 0.0311526 | val_loss: 0.0311622 | Time: 1388.02 ms [2022-04-10 06:45:59 main:574] : INFO : Epoch 1779 | loss: 0.0311557 | val_loss: 0.0311621 | Time: 1333.43 ms [2022-04-10 06:46:01 main:574] : INFO : Epoch 1780 | loss: 0.0311584 | val_loss: 0.0311615 | Time: 1365.44 ms [2022-04-10 06:46:02 main:574] : INFO : Epoch 1781 | loss: 0.0311548 | val_loss: 0.0311619 | Time: 1283.08 ms [2022-04-10 06:46:03 main:574] : INFO : Epoch 1782 | loss: 0.0311549 | val_loss: 0.0311622 | Time: 1253.48 ms [2022-04-10 06:46:05 main:574] : INFO : Epoch 1783 | loss: 0.0311551 | val_loss: 0.0311595 | Time: 1311.94 ms [2022-04-10 06:46:06 main:574] : INFO : Epoch 1784 | loss: 0.0311543 | val_loss: 0.0311615 | Time: 1331.08 ms [2022-04-10 06:46:07 main:574] : INFO : Epoch 1785 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 1321.33 ms [2022-04-10 06:46:09 main:574] : INFO : Epoch 1786 | loss: 0.0311559 | val_loss: 0.0311634 | Time: 1294.76 ms [2022-04-10 06:46:10 main:574] : INFO : Epoch 1787 | loss: 0.0311554 | val_loss: 0.0311622 | Time: 1405.33 ms [2022-04-10 06:46:11 main:574] : INFO : Epoch 1788 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 1344.53 ms [2022-04-10 06:46:13 main:574] : INFO : Epoch 1789 | loss: 0.031155 | val_loss: 0.0311612 | Time: 1335.52 ms [2022-04-10 06:46:14 main:574] : INFO : Epoch 1790 | loss: 0.0311535 | val_loss: 0.031161 | Time: 1292.27 ms [2022-04-10 06:46:15 main:574] : INFO : Epoch 1791 | loss: 0.0311569 | val_loss: 0.0311603 | Time: 1354.25 ms [2022-04-10 06:46:17 main:574] : INFO : Epoch 1792 | loss: 0.0311587 | val_loss: 0.0311602 | Time: 1298.86 ms [2022-04-10 06:46:18 main:574] : INFO : Epoch 1793 | loss: 0.0311556 | val_loss: 0.0311597 | Time: 1285.34 ms [2022-04-10 06:46:19 main:574] : INFO : Epoch 1794 | loss: 0.0311572 | val_loss: 0.0311732 | Time: 1326.46 ms [2022-04-10 06:46:21 main:574] : INFO : Epoch 1795 | loss: 0.0311576 | val_loss: 0.0311581 | Time: 1332.34 ms [2022-04-10 06:46:22 main:574] : INFO : Epoch 1796 | loss: 0.0311575 | val_loss: 0.0311629 | Time: 1314.15 ms [2022-04-10 06:46:23 main:574] : INFO : Epoch 1797 | loss: 0.0311551 | val_loss: 0.0311613 | Time: 1236.44 ms [2022-04-10 06:46:25 main:574] : INFO : Epoch 1798 | loss: 0.0311558 | val_loss: 0.0311591 | Time: 1325.43 ms [2022-04-10 06:46:26 main:574] : INFO : Epoch 1799 | loss: 0.031154 | val_loss: 0.0311643 | Time: 1283.6 ms [2022-04-10 06:46:27 main:574] : INFO : Epoch 1800 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 1250.9 ms [2022-04-10 06:46:29 main:574] : INFO : Epoch 1801 | loss: 0.031155 | val_loss: 0.0311645 | Time: 1342.22 ms [2022-04-10 06:46:30 main:574] : INFO : Epoch 1802 | loss: 0.0311534 | val_loss: 0.0311614 | Time: 1329.9 ms [2022-04-10 06:46:31 main:574] : INFO : Epoch 1803 | loss: 0.0311541 | val_loss: 0.0311631 | Time: 1263.36 ms [2022-04-10 06:46:33 main:574] : INFO : Epoch 1804 | loss: 0.031153 | val_loss: 0.0311604 | Time: 1379.47 ms [2022-04-10 06:46:34 main:574] : INFO : Epoch 1805 | loss: 0.0311521 | val_loss: 0.031162 | Time: 1249.77 ms [2022-04-10 06:46:35 main:574] : INFO : Epoch 1806 | loss: 0.0311532 | val_loss: 0.0311622 | Time: 1306.16 ms [2022-04-10 06:46:36 main:574] : INFO : Epoch 1807 | loss: 0.0311546 | val_loss: 0.0311709 | Time: 1273.32 ms [2022-04-10 06:46:38 main:574] : INFO : Epoch 1808 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 1332.42 ms [2022-04-10 06:46:39 main:574] : INFO : Epoch 1809 | loss: 0.031155 | val_loss: 0.0311617 | Time: 1290.35 ms [2022-04-10 06:46:40 main:574] : INFO : Epoch 1810 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 1331.92 ms [2022-04-10 06:46:42 main:574] : INFO : Epoch 1811 | loss: 0.0311564 | val_loss: 0.0311635 | Time: 1424.31 ms [2022-04-10 06:46:43 main:574] : INFO : Epoch 1812 | loss: 0.0311595 | val_loss: 0.0311624 | Time: 1277.45 ms [2022-04-10 06:46:44 main:574] : INFO : Epoch 1813 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 1271.82 ms [2022-04-10 06:46:46 main:574] : INFO : Epoch 1814 | loss: 0.0311581 | val_loss: 0.0311631 | Time: 1358.45 ms [2022-04-10 06:46:47 main:574] : INFO : Epoch 1815 | loss: 0.0311616 | val_loss: 0.0311633 | Time: 1328.9 ms [2022-04-10 06:46:49 main:574] : INFO : Epoch 1816 | loss: 0.0311577 | val_loss: 0.0311643 | Time: 1336.48 ms [2022-04-10 06:46:50 main:574] : INFO : Epoch 1817 | loss: 0.0311544 | val_loss: 0.0311626 | Time: 1340.83 ms [2022-04-10 06:46:51 main:574] : INFO : Epoch 1818 | loss: 0.0311532 | val_loss: 0.0311598 | Time: 1338.86 ms [2022-04-10 06:46:53 main:574] : INFO : Epoch 1819 | loss: 0.0311534 | val_loss: 0.0311594 | Time: 1308.8 ms [2022-04-10 06:46:54 main:574] : INFO : Epoch 1820 | loss: 0.0311544 | val_loss: 0.0311656 | Time: 1332.05 ms [2022-04-10 06:46:55 main:574] : INFO : Epoch 1821 | loss: 0.0311552 | val_loss: 0.031162 | Time: 1302.18 ms [2022-04-10 06:46:57 main:574] : INFO : Epoch 1822 | loss: 0.031156 | val_loss: 0.0311579 | Time: 1447.31 ms [2022-04-10 06:46:58 main:574] : INFO : Epoch 1823 | loss: 0.0311558 | val_loss: 0.0311605 | Time: 1257.16 ms [2022-04-10 06:46:59 main:574] : INFO : Epoch 1824 | loss: 0.0311558 | val_loss: 0.0311605 | Time: 1361.65 ms [2022-04-10 06:47:01 main:574] : INFO : Epoch 1825 | loss: 0.0311561 | val_loss: 0.0311669 | Time: 1331.27 ms [2022-04-10 06:47:02 main:574] : INFO : Epoch 1826 | loss: 0.0311554 | val_loss: 0.0311586 | Time: 1269.17 ms [2022-04-10 06:47:03 main:574] : INFO : Epoch 1827 | loss: 0.0311507 | val_loss: 0.0311588 | Time: 1296.59 ms [2022-04-10 06:47:05 main:574] : INFO : Epoch 1828 | loss: 0.0311531 | val_loss: 0.0311615 | Time: 1397.87 ms [2022-04-10 06:47:06 main:574] : INFO : Epoch 1829 | loss: 0.0311521 | val_loss: 0.0311604 | Time: 1226.3 ms [2022-04-10 06:47:07 main:574] : INFO : Epoch 1830 | loss: 0.0311513 | val_loss: 0.0311611 | Time: 1308.01 ms [2022-04-10 06:47:09 main:574] : INFO : Epoch 1831 | loss: 0.0311523 | val_loss: 0.0311641 | Time: 1297.14 ms [2022-04-10 06:47:10 main:574] : INFO : Epoch 1832 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 1250.05 ms [2022-04-10 06:47:11 main:574] : INFO : Epoch 1833 | loss: 0.031149 | val_loss: 0.0311636 | Time: 1399.51 ms [2022-04-10 06:47:13 main:574] : INFO : Epoch 1834 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 1296.59 ms [2022-04-10 06:47:14 main:574] : INFO : Epoch 1835 | loss: 0.0311503 | val_loss: 0.0311589 | Time: 1273.08 ms [2022-04-10 06:47:15 main:574] : INFO : Epoch 1836 | loss: 0.0311497 | val_loss: 0.0311611 | Time: 1385.63 ms [2022-04-10 06:47:17 main:574] : INFO : Epoch 1837 | loss: 0.0311498 | val_loss: 0.0311589 | Time: 1329.6 ms [2022-04-10 06:47:18 main:574] : INFO : Epoch 1838 | loss: 0.0311516 | val_loss: 0.0311705 | Time: 1312.45 ms [2022-04-10 06:47:19 main:574] : INFO : Epoch 1839 | loss: 0.0311506 | val_loss: 0.0311572 | Time: 1426.78 ms [2022-04-10 06:47:21 main:574] : INFO : Epoch 1840 | loss: 0.0311497 | val_loss: 0.0311623 | Time: 1365.82 ms [2022-04-10 06:47:22 main:574] : INFO : Epoch 1841 | loss: 0.0311484 | val_loss: 0.0311621 | Time: 1377.54 ms [2022-04-10 06:47:24 main:574] : INFO : Epoch 1842 | loss: 0.0311488 | val_loss: 0.031164 | Time: 1393.82 ms [2022-04-10 06:47:25 main:574] : INFO : Epoch 1843 | loss: 0.0311491 | val_loss: 0.0311597 | Time: 1327.22 ms [2022-04-10 06:47:26 main:574] : INFO : Epoch 1844 | loss: 0.0311493 | val_loss: 0.0311593 | Time: 1383.4 ms [2022-04-10 06:47:28 main:574] : INFO : Epoch 1845 | loss: 0.0311503 | val_loss: 0.0311623 | Time: 1234.19 ms [2022-04-10 06:47:29 main:574] : INFO : Epoch 1846 | loss: 0.0311511 | val_loss: 0.0311575 | Time: 1345.95 ms [2022-04-10 06:47:30 main:574] : INFO : Epoch 1847 | loss: 0.0311489 | val_loss: 0.0311588 | Time: 1310.93 ms [2022-04-10 06:47:32 main:574] : INFO : Epoch 1848 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 1310.5 ms [2022-04-10 06:47:33 main:574] : INFO : Epoch 1849 | loss: 0.0311501 | val_loss: 0.0311611 | Time: 1314.66 ms [2022-04-10 06:47:34 main:574] : INFO : Epoch 1850 | loss: 0.0311501 | val_loss: 0.0311614 | Time: 1254.15 ms [2022-04-10 06:47:35 main:574] : INFO : Epoch 1851 | loss: 0.0311523 | val_loss: 0.0311713 | Time: 1325.6 ms [2022-04-10 06:47:37 main:574] : INFO : Epoch 1852 | loss: 0.0311554 | val_loss: 0.0311626 | Time: 1305.22 ms [2022-04-10 06:47:38 main:574] : INFO : Epoch 1853 | loss: 0.0311515 | val_loss: 0.0311631 | Time: 1323.17 ms [2022-04-10 06:47:39 main:574] : INFO : Epoch 1854 | loss: 0.0311534 | val_loss: 0.0311634 | Time: 1350.27 ms [2022-04-10 06:47:41 main:574] : INFO : Epoch 1855 | loss: 0.0311512 | val_loss: 0.0311727 | Time: 1335.89 ms [2022-04-10 06:47:42 main:574] : INFO : Epoch 1856 | loss: 0.0311514 | val_loss: 0.0311594 | Time: 1302.31 ms [2022-04-10 06:47:43 main:574] : INFO : Epoch 1857 | loss: 0.0311501 | val_loss: 0.0311613 | Time: 1315.48 ms [2022-04-10 06:47:45 main:574] : INFO : Epoch 1858 | loss: 0.0311527 | val_loss: 0.0311586 | Time: 1314.14 ms [2022-04-10 06:47:46 main:574] : INFO : Epoch 1859 | loss: 0.0311487 | val_loss: 0.0311609 | Time: 1294.53 ms [2022-04-10 06:47:47 main:574] : INFO : Epoch 1860 | loss: 0.0311493 | val_loss: 0.0311594 | Time: 1293.93 ms [2022-04-10 06:47:49 main:574] : INFO : Epoch 1861 | loss: 0.031148 | val_loss: 0.0311588 | Time: 1326.04 ms [2022-04-10 06:47:50 main:574] : INFO : Epoch 1862 | loss: 0.0311473 | val_loss: 0.0311617 | Time: 1358.1 ms [2022-04-10 06:47:51 main:574] : INFO : Epoch 1863 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 1313.08 ms [2022-04-10 06:47:53 main:574] : INFO : Epoch 1864 | loss: 0.0311482 | val_loss: 0.0311653 | Time: 1245.01 ms [2022-04-10 06:47:54 main:574] : INFO : Epoch 1865 | loss: 0.0311483 | val_loss: 0.0311599 | Time: 1234.92 ms [2022-04-10 06:47:55 main:574] : INFO : Epoch 1866 | loss: 0.0311481 | val_loss: 0.0311619 | Time: 1300 ms [2022-04-10 06:47:57 main:574] : INFO : Epoch 1867 | loss: 0.0311486 | val_loss: 0.0311614 | Time: 1303.48 ms [2022-04-10 06:47:58 main:574] : INFO : Epoch 1868 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 1338.56 ms [2022-04-10 06:47:59 main:574] : INFO : Epoch 1869 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 1320.52 ms [2022-04-10 06:48:01 main:574] : INFO : Epoch 1870 | loss: 0.0311511 | val_loss: 0.0311614 | Time: 1306.73 ms [2022-04-10 06:48:02 main:574] : INFO : Epoch 1871 | loss: 0.0311513 | val_loss: 0.0311644 | Time: 1399.53 ms [2022-04-10 06:48:03 main:574] : INFO : Epoch 1872 | loss: 0.0311511 | val_loss: 0.0311611 | Time: 1306.8 ms [2022-04-10 06:48:05 main:574] : INFO : Epoch 1873 | loss: 0.0311542 | val_loss: 0.0311629 | Time: 1374.43 ms [2022-04-10 06:48:06 main:574] : INFO : Epoch 1874 | loss: 0.031155 | val_loss: 0.031171 | Time: 1308.23 ms [2022-04-10 06:48:07 main:574] : INFO : Epoch 1875 | loss: 0.0311506 | val_loss: 0.0311632 | Time: 1272.88 ms [2022-04-10 06:48:09 main:574] : INFO : Epoch 1876 | loss: 0.0311495 | val_loss: 0.0311596 | Time: 1286.26 ms [2022-04-10 06:48:10 main:574] : INFO : Epoch 1877 | loss: 0.0311526 | val_loss: 0.0311664 | Time: 1235.07 ms [2022-04-10 06:48:11 main:574] : INFO : Epoch 1878 | loss: 0.0311494 | val_loss: 0.0311624 | Time: 1323.09 ms [2022-04-10 06:48:13 main:574] : INFO : Epoch 1879 | loss: 0.0311489 | val_loss: 0.0311653 | Time: 1324.5 ms [2022-04-10 06:48:14 main:574] : INFO : Epoch 1880 | loss: 0.031149 | val_loss: 0.0311647 | Time: 1325.18 ms [2022-04-10 06:48:15 main:574] : INFO : Epoch 1881 | loss: 0.0311495 | val_loss: 0.0311641 | Time: 1332.51 ms [2022-04-10 06:48:17 main:574] : INFO : Epoch 1882 | loss: 0.0311487 | val_loss: 0.0311606 | Time: 1349.56 ms [2022-04-10 06:48:18 main:574] : INFO : Epoch 1883 | loss: 0.0311531 | val_loss: 0.0311707 | Time: 1313.28 ms [2022-04-10 06:48:19 main:574] : INFO : Epoch 1884 | loss: 0.0311743 | val_loss: 0.0312307 | Time: 1352.8 ms [2022-04-10 06:48:21 main:574] : INFO : Epoch 1885 | loss: 0.0327312 | val_loss: 0.0328881 | Time: 1332.29 ms [2022-04-10 06:48:22 main:574] : INFO : Epoch 1886 | loss: 0.0318287 | val_loss: 0.0313516 | Time: 1362.08 ms [2022-04-10 06:48:23 main:574] : INFO : Epoch 1887 | loss: 0.0312898 | val_loss: 0.0312174 | Time: 1233.1 ms [2022-04-10 06:48:25 main:574] : INFO : Epoch 1888 | loss: 0.0311971 | val_loss: 0.0311823 | Time: 1260.27 ms [2022-04-10 06:48:26 main:574] : INFO : Epoch 1889 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 1374.53 ms [2022-04-10 06:48:27 main:574] : INFO : Epoch 1890 | loss: 0.0311747 | val_loss: 0.0311678 | Time: 1279.94 ms [2022-04-10 06:48:28 main:574] : INFO : Epoch 1891 | loss: 0.0311655 | val_loss: 0.0311653 | Time: 1281.48 ms [2022-04-10 06:48:30 main:574] : INFO : Epoch 1892 | loss: 0.0311619 | val_loss: 0.0311658 | Time: 1365.68 ms [2022-04-10 06:48:31 main:574] : INFO : Epoch 1893 | loss: 0.0311601 | val_loss: 0.0311638 | Time: 1314.79 ms [2022-04-10 06:48:32 main:574] : INFO : Epoch 1894 | loss: 0.0311586 | val_loss: 0.0311629 | Time: 1219.24 ms [2022-04-10 06:48:34 main:574] : INFO : Epoch 1895 | loss: 0.0311582 | val_loss: 0.0311625 | Time: 1278.34 ms [2022-04-10 06:48:35 main:574] : INFO : Epoch 1896 | loss: 0.0311592 | val_loss: 0.0311616 | Time: 1335.02 ms [2022-04-10 06:48:36 main:574] : INFO : Epoch 1897 | loss: 0.0311573 | val_loss: 0.0311606 | Time: 1295.73 ms [2022-04-10 06:48:38 main:574] : INFO : Epoch 1898 | loss: 0.0311563 | val_loss: 0.0311621 | Time: 1327.88 ms [2022-04-10 06:48:39 main:574] : INFO : Epoch 1899 | loss: 0.0311559 | val_loss: 0.0311592 | Time: 1325.22 ms [2022-04-10 06:48:40 main:574] : INFO : Epoch 1900 | loss: 0.0311546 | val_loss: 0.0311582 | Time: 1339.46 ms [2022-04-10 06:48:42 main:574] : INFO : Epoch 1901 | loss: 0.0311566 | val_loss: 0.0311617 | Time: 1297.48 ms [2022-04-10 06:48:43 main:574] : INFO : Epoch 1902 | loss: 0.0311536 | val_loss: 0.0311581 | Time: 1409.24 ms [2022-04-10 06:48:44 main:574] : INFO : Epoch 1903 | loss: 0.0311527 | val_loss: 0.0311589 | Time: 1291.13 ms [2022-04-10 06:48:46 main:574] : INFO : Epoch 1904 | loss: 0.0311531 | val_loss: 0.0311626 | Time: 1345.51 ms [2022-04-10 06:48:47 main:574] : INFO : Epoch 1905 | loss: 0.0311552 | val_loss: 0.0311588 | Time: 1287.65 ms [2022-04-10 06:48:48 main:574] : INFO : Epoch 1906 | loss: 0.031154 | val_loss: 0.0311615 | Time: 1335.19 ms [2022-04-10 06:48:50 main:574] : INFO : Epoch 1907 | loss: 0.0311528 | val_loss: 0.0311595 | Time: 1256.87 ms [2022-04-10 06:48:51 main:574] : INFO : Epoch 1908 | loss: 0.0311517 | val_loss: 0.0311631 | Time: 1363.1 ms [2022-04-10 06:48:52 main:574] : INFO : Epoch 1909 | loss: 0.0311532 | val_loss: 0.0311677 | Time: 1349.97 ms [2022-04-10 06:48:54 main:574] : INFO : Epoch 1910 | loss: 0.0311513 | val_loss: 0.0311616 | Time: 1332.25 ms [2022-04-10 06:48:55 main:574] : INFO : Epoch 1911 | loss: 0.0311489 | val_loss: 0.0311652 | Time: 1336.2 ms [2022-04-10 06:48:56 main:574] : INFO : Epoch 1912 | loss: 0.0311488 | val_loss: 0.0311641 | Time: 1294.7 ms [2022-04-10 06:48:58 main:574] : INFO : Epoch 1913 | loss: 0.0311475 | val_loss: 0.0311637 | Time: 1407.23 ms [2022-04-10 06:48:59 main:574] : INFO : Epoch 1914 | loss: 0.0311486 | val_loss: 0.031161 | Time: 1434.1 ms [2022-04-10 06:49:01 main:574] : INFO : Epoch 1915 | loss: 0.0311479 | val_loss: 0.0311619 | Time: 1377.16 ms [2022-04-10 06:49:02 main:574] : INFO : Epoch 1916 | loss: 0.0311472 | val_loss: 0.0311625 | Time: 1280.58 ms [2022-04-10 06:49:03 main:574] : INFO : Epoch 1917 | loss: 0.0311473 | val_loss: 0.0311614 | Time: 1357.46 ms [2022-04-10 06:49:05 main:574] : INFO : Epoch 1918 | loss: 0.0311484 | val_loss: 0.0311609 | Time: 1395.45 ms [2022-04-10 06:49:06 main:574] : INFO : Epoch 1919 | loss: 0.0311473 | val_loss: 0.0311645 | Time: 1307.35 ms [2022-04-10 06:49:07 main:574] : INFO : Epoch 1920 | loss: 0.0311475 | val_loss: 0.0311606 | Time: 1315.18 ms [2022-04-10 06:49:09 main:574] : INFO : Epoch 1921 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 1383.34 ms [2022-04-10 06:49:10 main:574] : INFO : Epoch 1922 | loss: 0.0311481 | val_loss: 0.0311601 | Time: 1277.72 ms [2022-04-10 06:49:11 main:574] : INFO : Epoch 1923 | loss: 0.0311486 | val_loss: 0.0311594 | Time: 1236.73 ms [2022-04-10 06:49:13 main:574] : INFO : Epoch 1924 | loss: 0.0311507 | val_loss: 0.0311616 | Time: 1250.11 ms [2022-04-10 06:49:14 main:574] : INFO : Epoch 1925 | loss: 0.0311503 | val_loss: 0.0311635 | Time: 1303.59 ms [2022-04-10 06:49:15 main:574] : INFO : Epoch 1926 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 1245.95 ms [2022-04-10 06:49:17 main:574] : INFO : Epoch 1927 | loss: 0.0311486 | val_loss: 0.0311615 | Time: 1347.45 ms [2022-04-10 06:49:18 main:574] : INFO : Epoch 1928 | loss: 0.0311493 | val_loss: 0.0311613 | Time: 1388.11 ms [2022-04-10 06:49:19 main:574] : INFO : Epoch 1929 | loss: 0.0311493 | val_loss: 0.0311606 | Time: 1304.99 ms [2022-04-10 06:49:21 main:574] : INFO : Epoch 1930 | loss: 0.0311492 | val_loss: 0.0311617 | Time: 1247.31 ms [2022-04-10 06:49:22 main:574] : INFO : Epoch 1931 | loss: 0.0311495 | val_loss: 0.0311647 | Time: 1391.59 ms [2022-04-10 06:49:23 main:574] : INFO : Epoch 1932 | loss: 0.0311525 | val_loss: 0.03117 | Time: 1345.57 ms [2022-04-10 06:49:25 main:574] : INFO : Epoch 1933 | loss: 0.0311509 | val_loss: 0.0311666 | Time: 1310.22 ms [2022-04-10 06:49:26 main:574] : INFO : Epoch 1934 | loss: 0.0311497 | val_loss: 0.0311628 | Time: 1320 ms [2022-04-10 06:49:27 main:574] : INFO : Epoch 1935 | loss: 0.031151 | val_loss: 0.0311626 | Time: 1332.01 ms [2022-04-10 06:49:29 main:574] : INFO : Epoch 1936 | loss: 0.0311499 | val_loss: 0.0311657 | Time: 1256.04 ms [2022-04-10 06:49:30 main:574] : INFO : Epoch 1937 | loss: 0.0311516 | val_loss: 0.0311619 | Time: 1396.13 ms [2022-04-10 06:49:31 main:574] : INFO : Epoch 1938 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 1293 ms [2022-04-10 06:49:33 main:574] : INFO : Epoch 1939 | loss: 0.0311494 | val_loss: 0.0311639 | Time: 1301.73 ms [2022-04-10 06:49:34 main:574] : INFO : Epoch 1940 | loss: 0.0311501 | val_loss: 0.0311632 | Time: 1242.69 ms [2022-04-10 06:49:35 main:574] : INFO : Epoch 1941 | loss: 0.0311492 | val_loss: 0.0311677 | Time: 1367.96 ms [2022-04-10 06:49:37 main:574] : INFO : Epoch 1942 | loss: 0.0311493 | val_loss: 0.0311612 | Time: 1270.85 ms [2022-04-10 06:49:38 main:574] : INFO : Epoch 1943 | loss: 0.0311473 | val_loss: 0.0311609 | Time: 1261.95 ms [2022-04-10 06:49:39 main:574] : INFO : Epoch 1944 | loss: 0.0311469 | val_loss: 0.0311592 | Time: 1302.41 ms [2022-04-10 06:49:41 main:574] : INFO : Epoch 1945 | loss: 0.0311463 | val_loss: 0.0311612 | Time: 1355.55 ms [2022-04-10 06:49:42 main:574] : INFO : Epoch 1946 | loss: 0.0311476 | val_loss: 0.0311606 | Time: 1258.72 ms [2022-04-10 06:49:43 main:574] : INFO : Epoch 1947 | loss: 0.0311501 | val_loss: 0.0311648 | Time: 1296.93 ms [2022-04-10 06:49:44 main:574] : INFO : Epoch 1948 | loss: 0.0311482 | val_loss: 0.0311615 | Time: 1360.17 ms [2022-04-10 06:49:46 main:574] : INFO : Epoch 1949 | loss: 0.0311492 | val_loss: 0.0311622 | Time: 1278.26 ms [2022-04-10 06:49:47 main:574] : INFO : Epoch 1950 | loss: 0.0311498 | val_loss: 0.0311617 | Time: 1354.88 ms [2022-04-10 06:49:48 main:574] : INFO : Epoch 1951 | loss: 0.0311508 | val_loss: 0.0311625 | Time: 1284.03 ms [2022-04-10 06:49:50 main:574] : INFO : Epoch 1952 | loss: 0.0311482 | val_loss: 0.0311594 | Time: 1361.16 ms [2022-04-10 06:49:51 main:574] : INFO : Epoch 1953 | loss: 0.0311495 | val_loss: 0.0311597 | Time: 1341.94 ms [2022-04-10 06:49:52 main:574] : INFO : Epoch 1954 | loss: 0.0311487 | val_loss: 0.0311634 | Time: 1298.39 ms [2022-04-10 06:49:54 main:574] : INFO : Epoch 1955 | loss: 0.0311499 | val_loss: 0.0311636 | Time: 1371.6 ms [2022-04-10 06:49:55 main:574] : INFO : Epoch 1956 | loss: 0.0311476 | val_loss: 0.031163 | Time: 1315.49 ms [2022-04-10 06:49:56 main:574] : INFO : Epoch 1957 | loss: 0.0311488 | val_loss: 0.0311605 | Time: 1229.13 ms [2022-04-10 06:49:58 main:574] : INFO : Epoch 1958 | loss: 0.0311452 | val_loss: 0.0311613 | Time: 1289.17 ms [2022-04-10 06:49:59 main:574] : INFO : Epoch 1959 | loss: 0.031145 | val_loss: 0.0311608 | Time: 1347.21 ms [2022-04-10 06:50:01 main:574] : INFO : Epoch 1960 | loss: 0.031144 | val_loss: 0.0311606 | Time: 1490.9 ms [2022-04-10 06:50:02 main:574] : INFO : Epoch 1961 | loss: 0.0311434 | val_loss: 0.0311612 | Time: 1519.62 ms [2022-04-10 06:50:03 main:574] : INFO : Epoch 1962 | loss: 0.0311446 | val_loss: 0.0311613 | Time: 1342.35 ms [2022-04-10 06:50:05 main:574] : INFO : Epoch 1963 | loss: 0.0311446 | val_loss: 0.0311617 | Time: 1328.54 ms [2022-04-10 06:50:06 main:574] : INFO : Epoch 1964 | loss: 0.0311457 | val_loss: 0.0311607 | Time: 1501.42 ms [2022-04-10 06:50:08 main:574] : INFO : Epoch 1965 | loss: 0.0311442 | val_loss: 0.0311612 | Time: 1491.11 ms [2022-04-10 06:50:09 main:574] : INFO : Epoch 1966 | loss: 0.0311427 | val_loss: 0.0311619 | Time: 1522.67 ms [2022-04-10 06:50:11 main:574] : INFO : Epoch 1967 | loss: 0.0311423 | val_loss: 0.0311619 | Time: 1535.58 ms [2022-04-10 06:50:12 main:574] : INFO : Epoch 1968 | loss: 0.0311432 | val_loss: 0.0311625 | Time: 1536.04 ms [2022-04-10 06:50:14 main:574] : INFO : Epoch 1969 | loss: 0.0311438 | val_loss: 0.0311634 | Time: 1568.98 ms [2022-04-10 06:50:16 main:574] : INFO : Epoch 1970 | loss: 0.0311464 | val_loss: 0.0311617 | Time: 1471.21 ms [2022-04-10 06:50:17 main:574] : INFO : Epoch 1971 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 1397.4 ms [2022-04-10 06:50:18 main:574] : INFO : Epoch 1972 | loss: 0.0311464 | val_loss: 0.031162 | Time: 1430.17 ms [2022-04-10 06:50:20 main:574] : INFO : Epoch 1973 | loss: 0.0311468 | val_loss: 0.0311682 | Time: 1295.99 ms [2022-04-10 06:50:21 main:574] : INFO : Epoch 1974 | loss: 0.0311492 | val_loss: 0.0311654 | Time: 1304.67 ms [2022-04-10 06:50:22 main:574] : INFO : Epoch 1975 | loss: 0.0311449 | val_loss: 0.0311611 | Time: 1292.36 ms [2022-04-10 06:50:24 main:574] : INFO : Epoch 1976 | loss: 0.0311431 | val_loss: 0.0311619 | Time: 1485.23 ms [2022-04-10 06:50:25 main:574] : INFO : Epoch 1977 | loss: 0.0311448 | val_loss: 0.0311622 | Time: 1461.1 ms [2022-04-10 06:50:27 main:574] : INFO : Epoch 1978 | loss: 0.0311467 | val_loss: 0.0311667 | Time: 1547.42 ms [2022-04-10 06:50:28 main:574] : INFO : Epoch 1979 | loss: 0.0311441 | val_loss: 0.0311638 | Time: 1474.9 ms [2022-04-10 06:50:30 main:574] : INFO : Epoch 1980 | loss: 0.0311448 | val_loss: 0.0311656 | Time: 1471.08 ms [2022-04-10 06:50:31 main:574] : INFO : Epoch 1981 | loss: 0.0311459 | val_loss: 0.0311619 | Time: 1500.27 ms [2022-04-10 06:50:33 main:574] : INFO : Epoch 1982 | loss: 0.0311461 | val_loss: 0.0311615 | Time: 1497.56 ms [2022-04-10 06:50:34 main:574] : INFO : Epoch 1983 | loss: 0.0311474 | val_loss: 0.0311672 | Time: 1459.01 ms [2022-04-10 06:50:36 main:574] : INFO : Epoch 1984 | loss: 0.0311463 | val_loss: 0.0311622 | Time: 1395.08 ms [2022-04-10 06:50:37 main:574] : INFO : Epoch 1985 | loss: 0.0311456 | val_loss: 0.0311658 | Time: 1415.71 ms [2022-04-10 06:50:39 main:574] : INFO : Epoch 1986 | loss: 0.031147 | val_loss: 0.0311637 | Time: 1375.05 ms [2022-04-10 06:50:40 main:574] : INFO : Epoch 1987 | loss: 0.0311462 | val_loss: 0.031162 | Time: 1375.16 ms [2022-04-10 06:50:41 main:574] : INFO : Epoch 1988 | loss: 0.0311462 | val_loss: 0.0311626 | Time: 1314.87 ms [2022-04-10 06:50:43 main:574] : INFO : Epoch 1989 | loss: 0.0311492 | val_loss: 0.0311605 | Time: 1260.84 ms [2022-04-10 06:50:44 main:574] : INFO : Epoch 1990 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 1323.32 ms [2022-04-10 06:50:45 main:574] : INFO : Epoch 1991 | loss: 0.0311453 | val_loss: 0.0311625 | Time: 1295.18 ms [2022-04-10 06:50:47 main:574] : INFO : Epoch 1992 | loss: 0.0311461 | val_loss: 0.0311614 | Time: 1337.57 ms [2022-04-10 06:50:48 main:574] : INFO : Epoch 1993 | loss: 0.0311461 | val_loss: 0.0311626 | Time: 1312.37 ms [2022-04-10 06:50:49 main:574] : INFO : Epoch 1994 | loss: 0.0311465 | val_loss: 0.0311637 | Time: 1270.75 ms [2022-04-10 06:50:51 main:574] : INFO : Epoch 1995 | loss: 0.0311447 | val_loss: 0.0311633 | Time: 1285.22 ms [2022-04-10 06:50:52 main:574] : INFO : Epoch 1996 | loss: 0.0311488 | val_loss: 0.0311665 | Time: 1291.2 ms [2022-04-10 06:50:53 main:574] : INFO : Epoch 1997 | loss: 0.0311486 | val_loss: 0.0311663 | Time: 1296.68 ms [2022-04-10 06:50:55 main:574] : INFO : Epoch 1998 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 1328.48 ms [2022-04-10 06:50:56 main:574] : INFO : Epoch 1999 | loss: 0.0311431 | val_loss: 0.0311631 | Time: 1307.3 ms [2022-04-10 06:50:57 main:574] : INFO : Epoch 2000 | loss: 0.0311422 | val_loss: 0.0311637 | Time: 1322.24 ms [2022-04-10 06:50:58 main:574] : INFO : Epoch 2001 | loss: 0.0311423 | val_loss: 0.0311642 | Time: 1294.27 ms [2022-04-10 06:51:00 main:574] : INFO : Epoch 2002 | loss: 0.0311436 | val_loss: 0.0311631 | Time: 1283.51 ms [2022-04-10 06:51:01 main:574] : INFO : Epoch 2003 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 1336.55 ms [2022-04-10 06:51:03 main:574] : INFO : Epoch 2004 | loss: 0.0311504 | val_loss: 0.0311672 | Time: 1333.91 ms [2022-04-10 06:51:04 main:574] : INFO : Epoch 2005 | loss: 0.0311451 | val_loss: 0.0311626 | Time: 1290.65 ms [2022-04-10 06:51:05 main:574] : INFO : Epoch 2006 | loss: 0.0311435 | val_loss: 0.0311624 | Time: 1310.85 ms [2022-04-10 06:51:07 main:574] : INFO : Epoch 2007 | loss: 0.0311466 | val_loss: 0.0311646 | Time: 1375.74 ms [2022-04-10 06:51:08 main:574] : INFO : Epoch 2008 | loss: 0.0311491 | val_loss: 0.0311613 | Time: 1327.58 ms [2022-04-10 06:51:09 main:574] : INFO : Epoch 2009 | loss: 0.0311472 | val_loss: 0.0311706 | Time: 1281.84 ms [2022-04-10 06:51:11 main:574] : INFO : Epoch 2010 | loss: 0.0311532 | val_loss: 0.0311814 | Time: 1394.76 ms [2022-04-10 06:51:12 main:574] : INFO : Epoch 2011 | loss: 0.0311546 | val_loss: 0.0311738 | Time: 1373.75 ms [2022-04-10 06:51:13 main:574] : INFO : Epoch 2012 | loss: 0.0311492 | val_loss: 0.0311627 | Time: 1254.63 ms [2022-04-10 06:51:15 main:574] : INFO : Epoch 2013 | loss: 0.0311455 | val_loss: 0.0311664 | Time: 1279.92 ms [2022-04-10 06:51:16 main:574] : INFO : Epoch 2014 | loss: 0.0311462 | val_loss: 0.031163 | Time: 1362.08 ms [2022-04-10 06:51:17 main:574] : INFO : Epoch 2015 | loss: 0.0311438 | val_loss: 0.0311617 | Time: 1335.44 ms [2022-04-10 06:51:19 main:574] : INFO : Epoch 2016 | loss: 0.0311444 | val_loss: 0.0311631 | Time: 1371.72 ms [2022-04-10 06:51:20 main:574] : INFO : Epoch 2017 | loss: 0.0311464 | val_loss: 0.0311616 | Time: 1301.1 ms [2022-04-10 06:51:21 main:574] : INFO : Epoch 2018 | loss: 0.0311457 | val_loss: 0.0311626 | Time: 1268.68 ms [2022-04-10 06:51:23 main:574] : INFO : Epoch 2019 | loss: 0.0311458 | val_loss: 0.0311627 | Time: 1315.81 ms [2022-04-10 06:51:24 main:574] : INFO : Epoch 2020 | loss: 0.0311438 | val_loss: 0.0311663 | Time: 1286.12 ms [2022-04-10 06:51:25 main:574] : INFO : Epoch 2021 | loss: 0.0311438 | val_loss: 0.0311619 | Time: 1312.86 ms [2022-04-10 06:51:27 main:574] : INFO : Epoch 2022 | loss: 0.0311435 | val_loss: 0.0311639 | Time: 1326.89 ms [2022-04-10 06:51:28 main:574] : INFO : Epoch 2023 | loss: 0.0311446 | val_loss: 0.0311624 | Time: 1273.57 ms [2022-04-10 06:51:29 main:574] : INFO : Epoch 2024 | loss: 0.0311439 | val_loss: 0.0311665 | Time: 1297.43 ms [2022-04-10 06:51:31 main:574] : INFO : Epoch 2025 | loss: 0.0311439 | val_loss: 0.0311636 | Time: 1363.34 ms [2022-04-10 06:51:32 main:574] : INFO : Epoch 2026 | loss: 0.0311461 | val_loss: 0.0311648 | Time: 1328.61 ms [2022-04-10 06:51:33 main:574] : INFO : Epoch 2027 | loss: 0.0311458 | val_loss: 0.0311629 | Time: 1322.06 ms [2022-04-10 06:51:35 main:574] : INFO : Epoch 2028 | loss: 0.0311444 | val_loss: 0.0311629 | Time: 1384.2 ms [2022-04-10 06:51:36 main:574] : INFO : Epoch 2029 | loss: 0.0311465 | val_loss: 0.0311628 | Time: 1389.88 ms [2022-04-10 06:51:37 main:574] : INFO : Epoch 2030 | loss: 0.0311421 | val_loss: 0.0311651 | Time: 1274.11 ms [2022-04-10 06:51:39 main:574] : INFO : Epoch 2031 | loss: 0.0311414 | val_loss: 0.0311629 | Time: 1287.49 ms [2022-04-10 06:51:40 main:574] : INFO : Epoch 2032 | loss: 0.0311442 | val_loss: 0.0311627 | Time: 1315.96 ms [2022-04-10 06:51:41 main:574] : INFO : Epoch 2033 | loss: 0.0311446 | val_loss: 0.0311607 | Time: 1410.85 ms [2022-04-10 06:51:43 main:574] : INFO : Epoch 2034 | loss: 0.0311514 | val_loss: 0.0311657 | Time: 1406.59 ms [2022-04-10 06:51:44 main:574] : INFO : Epoch 2035 | loss: 0.0311523 | val_loss: 0.031164 | Time: 1392.08 ms [2022-04-10 06:51:46 main:574] : INFO : Epoch 2036 | loss: 0.0311482 | val_loss: 0.031165 | Time: 1404.71 ms [2022-04-10 06:51:47 main:574] : INFO : Epoch 2037 | loss: 0.0311452 | val_loss: 0.0311604 | Time: 1318.03 ms [2022-04-10 06:51:48 main:574] : INFO : Epoch 2038 | loss: 0.0311486 | val_loss: 0.0311654 | Time: 1352.1 ms [2022-04-10 06:51:50 main:574] : INFO : Epoch 2039 | loss: 0.0311467 | val_loss: 0.0311591 | Time: 1276.18 ms [2022-04-10 06:51:51 main:574] : INFO : Epoch 2040 | loss: 0.0311464 | val_loss: 0.0311624 | Time: 1351.84 ms [2022-04-10 06:51:52 main:574] : INFO : Epoch 2041 | loss: 0.0311468 | val_loss: 0.0311606 | Time: 1258.56 ms [2022-04-10 06:51:54 main:574] : INFO : Epoch 2042 | loss: 0.0311452 | val_loss: 0.0311674 | Time: 1351.8 ms [2022-04-10 06:51:55 main:574] : INFO : Epoch 2043 | loss: 0.0311478 | val_loss: 0.0311615 | Time: 1247.37 ms [2022-04-10 06:51:56 main:574] : INFO : Epoch 2044 | loss: 0.0311456 | val_loss: 0.031158 | Time: 1372.22 ms [2022-04-10 06:51:58 main:574] : INFO : Epoch 2045 | loss: 0.0311439 | val_loss: 0.0311599 | Time: 1411.56 ms [2022-04-10 06:51:59 main:574] : INFO : Epoch 2046 | loss: 0.0311434 | val_loss: 0.0311659 | Time: 1327.57 ms [2022-04-10 06:52:00 main:574] : INFO : Epoch 2047 | loss: 0.0311473 | val_loss: 0.0311642 | Time: 1299.15 ms [2022-04-10 06:52:02 main:574] : INFO : Epoch 2048 | loss: 0.0311468 | val_loss: 0.0311648 | Time: 1288.96 ms [2022-04-10 06:52:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311648 [2022-04-10 06:52:02 main:603] : INFO : Saving end state to config to file [2022-04-10 06:52:02 main:608] : INFO : Success, exiting.. 06:52:02 (28280): 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)