Task 13841358
| Name | ParityModified-1647042806-20074-3-0_0 |
| Workunit | 10921392 |
| Created | 27 Mar 2022, 8:23:27 UTC |
| Sent | 1 Apr 2022, 7:12:51 UTC |
| Report deadline | 9 Apr 2022, 7:12:51 UTC |
| Received | 1 Apr 2022, 11:08:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 42 min 8 sec |
| CPU time | 42 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311471 | val_loss: 0.0311621 | Time: 1226.5 ms [2022-04-01 10:55:29 main:574] : INFO : Epoch 1543 | loss: 0.0311474 | val_loss: 0.0311634 | Time: 1243.97 ms [2022-04-01 10:55:30 main:574] : INFO : Epoch 1544 | loss: 0.0311494 | val_loss: 0.0311657 | Time: 1245.09 ms [2022-04-01 10:55:32 main:574] : INFO : Epoch 1545 | loss: 0.0311487 | val_loss: 0.0311768 | Time: 1252.62 ms [2022-04-01 10:55:33 main:574] : INFO : Epoch 1546 | loss: 0.0311475 | val_loss: 0.0311615 | Time: 1217.97 ms [2022-04-01 10:55:34 main:574] : INFO : Epoch 1547 | loss: 0.0311437 | val_loss: 0.0311652 | Time: 1195.51 ms [2022-04-01 10:55:35 main:574] : INFO : Epoch 1548 | loss: 0.0311439 | val_loss: 0.0311607 | Time: 1198.97 ms [2022-04-01 10:55:36 main:574] : INFO : Epoch 1549 | loss: 0.0311443 | val_loss: 0.0311608 | Time: 1215.42 ms [2022-04-01 10:55:38 main:574] : INFO : Epoch 1550 | loss: 0.0311432 | val_loss: 0.0311635 | Time: 1234.73 ms [2022-04-01 10:55:39 main:574] : INFO : Epoch 1551 | loss: 0.0311474 | val_loss: 0.0311636 | Time: 1211.21 ms [2022-04-01 10:55:40 main:574] : INFO : Epoch 1552 | loss: 0.031149 | val_loss: 0.0311646 | Time: 1231.49 ms [2022-04-01 10:55:41 main:574] : INFO : Epoch 1553 | loss: 0.0311486 | val_loss: 0.0311659 | Time: 1211.91 ms [2022-04-01 10:55:42 main:574] : INFO : Epoch 1554 | loss: 0.0311471 | val_loss: 0.031164 | Time: 1194.09 ms [2022-04-01 10:55:44 main:574] : INFO : Epoch 1555 | loss: 0.0311478 | val_loss: 0.0311626 | Time: 1222.99 ms [2022-04-01 10:55:45 main:574] : INFO : Epoch 1556 | loss: 0.0311496 | val_loss: 0.0311626 | Time: 1228.99 ms [2022-04-01 10:55:46 main:574] : INFO : Epoch 1557 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 1226.83 ms [2022-04-01 10:55:47 main:574] : INFO : Epoch 1558 | loss: 0.0311478 | val_loss: 0.0311732 | Time: 1219.39 ms [2022-04-01 10:55:49 main:574] : INFO : Epoch 1559 | loss: 0.0311476 | val_loss: 0.0311686 | Time: 1199.52 ms [2022-04-01 10:55:50 main:574] : INFO : Epoch 1560 | loss: 0.0311473 | val_loss: 0.0311725 | Time: 1202.75 ms [2022-04-01 10:55:51 main:574] : INFO : Epoch 1561 | loss: 0.0311468 | val_loss: 0.0311668 | Time: 1207.66 ms [2022-04-01 10:55:52 main:574] : INFO : Epoch 1562 | loss: 0.0311471 | val_loss: 0.0311706 | Time: 1232.4 ms [2022-04-01 10:55:53 main:574] : INFO : Epoch 1563 | loss: 0.0311466 | val_loss: 0.0311665 | Time: 1214.03 ms [2022-04-01 10:55:55 main:574] : INFO : Epoch 1564 | loss: 0.0311459 | val_loss: 0.0311659 | Time: 1232.83 ms [2022-04-01 10:55:56 main:574] : INFO : Epoch 1565 | loss: 0.0311463 | val_loss: 0.031163 | Time: 1254.28 ms [2022-04-01 10:55:57 main:574] : INFO : Epoch 1566 | loss: 0.0311467 | val_loss: 0.0311647 | Time: 1201.32 ms [2022-04-01 10:55:58 main:574] : INFO : Epoch 1567 | loss: 0.031146 | val_loss: 0.0311629 | Time: 1213.16 ms [2022-04-01 10:56:00 main:574] : INFO : Epoch 1568 | loss: 0.0311459 | val_loss: 0.0311617 | Time: 1217.17 ms [2022-04-01 10:56:01 main:574] : INFO : Epoch 1569 | loss: 0.0311464 | val_loss: 0.0311675 | Time: 1216.67 ms [2022-04-01 10:56:02 main:574] : INFO : Epoch 1570 | loss: 0.0311484 | val_loss: 0.0311645 | Time: 1223.79 ms [2022-04-01 10:56:03 main:574] : INFO : Epoch 1571 | loss: 0.0311446 | val_loss: 0.0311644 | Time: 1227.7 ms [2022-04-01 10:56:05 main:574] : INFO : Epoch 1572 | loss: 0.0311465 | val_loss: 0.0311669 | Time: 1233.69 ms [2022-04-01 10:56:06 main:574] : INFO : Epoch 1573 | loss: 0.031145 | val_loss: 0.0311627 | Time: 1221.09 ms [2022-04-01 10:56:07 main:574] : INFO : Epoch 1574 | loss: 0.0311434 | val_loss: 0.031163 | Time: 1230.63 ms [2022-04-01 10:56:08 main:574] : INFO : Epoch 1575 | loss: 0.0311435 | val_loss: 0.0311648 | Time: 1212.38 ms [2022-04-01 10:56:09 main:574] : INFO : Epoch 1576 | loss: 0.0311441 | val_loss: 0.0311668 | Time: 1211.17 ms [2022-04-01 10:56:11 main:574] : INFO : Epoch 1577 | loss: 0.0311458 | val_loss: 0.0311703 | Time: 1223.23 ms [2022-04-01 10:56:12 main:574] : INFO : Epoch 1578 | loss: 0.0311454 | val_loss: 0.031162 | Time: 1217.08 ms [2022-04-01 10:56:13 main:574] : INFO : Epoch 1579 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 1202.55 ms [2022-04-01 10:56:14 main:574] : INFO : Epoch 1580 | loss: 0.0311428 | val_loss: 0.0311628 | Time: 1227.23 ms [2022-04-01 10:56:16 main:574] : INFO : Epoch 1581 | loss: 0.0311429 | val_loss: 0.0311597 | Time: 1211.52 ms [2022-04-01 10:56:17 main:574] : INFO : Epoch 1582 | loss: 0.0311426 | val_loss: 0.0311605 | Time: 1217.66 ms [2022-04-01 10:56:18 main:574] : INFO : Epoch 1583 | loss: 0.0311425 | val_loss: 0.0311627 | Time: 1236.75 ms [2022-04-01 10:56:19 main:574] : INFO : Epoch 1584 | loss: 0.0311441 | val_loss: 0.031162 | Time: 1204.03 ms [2022-04-01 10:56:20 main:574] : INFO : Epoch 1585 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 1225.53 ms [2022-04-01 10:56:22 main:574] : INFO : Epoch 1586 | loss: 0.0311504 | val_loss: 0.031159 | Time: 1195.88 ms [2022-04-01 10:56:23 main:574] : INFO : Epoch 1587 | loss: 0.0311483 | val_loss: 0.0311585 | Time: 1214.33 ms [2022-04-01 10:56:24 main:574] : INFO : Epoch 1588 | loss: 0.0311469 | val_loss: 0.0311723 | Time: 1231.74 ms [2022-04-01 10:56:25 main:574] : INFO : Epoch 1589 | loss: 0.0311454 | val_loss: 0.0311641 | Time: 1221.35 ms [2022-04-01 10:56:27 main:574] : INFO : Epoch 1590 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 1219.48 ms [2022-04-01 10:56:28 main:574] : INFO : Epoch 1591 | loss: 0.0311497 | val_loss: 0.0311656 | Time: 1231.79 ms [2022-04-01 10:56:29 main:574] : INFO : Epoch 1592 | loss: 0.0311484 | val_loss: 0.0311618 | Time: 1224.02 ms [2022-04-01 10:56:30 main:574] : INFO : Epoch 1593 | loss: 0.0311472 | val_loss: 0.0311608 | Time: 1225.99 ms [2022-04-01 10:56:31 main:574] : INFO : Epoch 1594 | loss: 0.0311455 | val_loss: 0.0311625 | Time: 1215.76 ms [2022-04-01 10:56:33 main:574] : INFO : Epoch 1595 | loss: 0.0311463 | val_loss: 0.0311659 | Time: 1230.1 ms [2022-04-01 10:56:34 main:574] : INFO : Epoch 1596 | loss: 0.0311525 | val_loss: 0.0311634 | Time: 1244.62 ms [2022-04-01 10:56:35 main:574] : INFO : Epoch 1597 | loss: 0.031157 | val_loss: 0.0311644 | Time: 1206.92 ms [2022-04-01 10:56:36 main:574] : INFO : Epoch 1598 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 1206.2 ms [2022-04-01 10:56:38 main:574] : INFO : Epoch 1599 | loss: 0.0311574 | val_loss: 0.0311652 | Time: 1196.99 ms [2022-04-01 10:56:39 main:574] : INFO : Epoch 1600 | loss: 0.0311574 | val_loss: 0.0311659 | Time: 1211.58 ms [2022-04-01 10:56:40 main:574] : INFO : Epoch 1601 | loss: 0.0311532 | val_loss: 0.0311634 | Time: 1199.29 ms [2022-04-01 10:56:41 main:574] : INFO : Epoch 1602 | loss: 0.0311569 | val_loss: 0.0311636 | Time: 1232.86 ms [2022-04-01 10:56:42 main:574] : INFO : Epoch 1603 | loss: 0.0311573 | val_loss: 0.0311613 | Time: 1223.11 ms [2022-04-01 10:56:44 main:574] : INFO : Epoch 1604 | loss: 0.0311567 | val_loss: 0.0311647 | Time: 1224.63 ms [2022-04-01 10:56:45 main:574] : INFO : Epoch 1605 | loss: 0.0311554 | val_loss: 0.0311707 | Time: 1200.12 ms [2022-04-01 10:56:46 main:574] : INFO : Epoch 1606 | loss: 0.0312459 | val_loss: 0.0326607 | Time: 1229.37 ms [2022-04-01 10:56:47 main:574] : INFO : Epoch 1607 | loss: 0.0337229 | val_loss: 0.0318532 | Time: 1196.66 ms [2022-04-01 10:56:49 main:574] : INFO : Epoch 1608 | loss: 0.0322888 | val_loss: 0.0313843 | Time: 1217.5 ms [2022-04-01 10:56:50 main:574] : INFO : Epoch 1609 | loss: 0.031313 | val_loss: 0.0312108 | Time: 1225.93 ms [2022-04-01 10:56:51 main:574] : INFO : Epoch 1610 | loss: 0.0311959 | val_loss: 0.0311761 | Time: 1206.99 ms [2022-04-01 10:56:52 main:574] : INFO : Epoch 1611 | loss: 0.0311703 | val_loss: 0.031172 | Time: 1218.06 ms [2022-04-01 10:56:53 main:574] : INFO : Epoch 1612 | loss: 0.031162 | val_loss: 0.0311644 | Time: 1196.61 ms [2022-04-01 10:56:55 main:574] : INFO : Epoch 1613 | loss: 0.0311564 | val_loss: 0.0311628 | Time: 1213.55 ms [2022-04-01 10:56:56 main:574] : INFO : Epoch 1614 | loss: 0.0311569 | val_loss: 0.0311637 | Time: 1214.38 ms [2022-04-01 10:56:57 main:574] : INFO : Epoch 1615 | loss: 0.0311554 | val_loss: 0.0311612 | Time: 1231.23 ms [2022-04-01 10:56:58 main:574] : INFO : Epoch 1616 | loss: 0.0311545 | val_loss: 0.0311655 | Time: 1248.63 ms [2022-04-01 10:57:00 main:574] : INFO : Epoch 1617 | loss: 0.0311528 | val_loss: 0.0311597 | Time: 1220.4 ms [2022-04-01 10:57:01 main:574] : INFO : Epoch 1618 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 1219.26 ms [2022-04-01 10:57:02 main:574] : INFO : Epoch 1619 | loss: 0.0311518 | val_loss: 0.0311641 | Time: 1225.01 ms [2022-04-01 10:57:03 main:574] : INFO : Epoch 1620 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 1250.01 ms [2022-04-01 10:57:04 main:574] : INFO : Epoch 1621 | loss: 0.0311512 | val_loss: 0.0311628 | Time: 1208.91 ms [2022-04-01 10:57:06 main:574] : INFO : Epoch 1622 | loss: 0.0311499 | val_loss: 0.0311624 | Time: 1210.12 ms [2022-04-01 10:57:07 main:574] : INFO : Epoch 1623 | loss: 0.0311485 | val_loss: 0.031162 | Time: 1213.6 ms [2022-04-01 10:57:08 main:574] : INFO : Epoch 1624 | loss: 0.0311502 | val_loss: 0.031163 | Time: 1212.24 ms [2022-04-01 10:57:09 main:574] : INFO : Epoch 1625 | loss: 0.0311503 | val_loss: 0.0311608 | Time: 1201.9 ms [2022-04-01 10:57:10 main:574] : INFO : Epoch 1626 | loss: 0.0311515 | val_loss: 0.0311599 | Time: 1211.31 ms [2022-04-01 10:57:12 main:574] : INFO : Epoch 1627 | loss: 0.0311511 | val_loss: 0.0311592 | Time: 1197.35 ms [2022-04-01 10:57:13 main:574] : INFO : Epoch 1628 | loss: 0.031149 | val_loss: 0.0311679 | Time: 1196.46 ms [2022-04-01 10:57:14 main:574] : INFO : Epoch 1629 | loss: 0.0311489 | val_loss: 0.0311688 | Time: 1221.01 ms [2022-04-01 10:57:15 main:574] : INFO : Epoch 1630 | loss: 0.0311483 | val_loss: 0.0311661 | Time: 1215.03 ms [2022-04-01 10:57:17 main:574] : INFO : Epoch 1631 | loss: 0.0311468 | val_loss: 0.0311645 | Time: 1222.76 ms [2022-04-01 10:57:18 main:574] : INFO : Epoch 1632 | loss: 0.0311474 | val_loss: 0.0311634 | Time: 1212.31 ms [2022-04-01 10:57:19 main:574] : INFO : Epoch 1633 | loss: 0.0311502 | val_loss: 0.031164 | Time: 1212.59 ms [2022-04-01 10:57:20 main:574] : INFO : Epoch 1634 | loss: 0.0311477 | val_loss: 0.0311631 | Time: 1209.08 ms [2022-04-01 10:57:21 main:574] : INFO : Epoch 1635 | loss: 0.0311482 | val_loss: 0.0311614 | Time: 1215.74 ms [2022-04-01 10:57:23 main:574] : INFO : Epoch 1636 | loss: 0.0311474 | val_loss: 0.0311636 | Time: 1217.36 ms [2022-04-01 10:57:24 main:574] : INFO : Epoch 1637 | loss: 0.0311489 | val_loss: 0.0311627 | Time: 1218.13 ms [2022-04-01 10:57:25 main:574] : INFO : Epoch 1638 | loss: 0.0311479 | val_loss: 0.0311595 | Time: 1199.47 ms [2022-04-01 10:57:26 main:574] : INFO : Epoch 1639 | loss: 0.0311467 | val_loss: 0.0311587 | Time: 1219.5 ms [2022-04-01 10:57:28 main:574] : INFO : Epoch 1640 | loss: 0.0311466 | val_loss: 0.0311608 | Time: 1222.84 ms [2022-04-01 10:57:29 main:574] : INFO : Epoch 1641 | loss: 0.0311466 | val_loss: 0.031163 | Time: 1224.77 ms [2022-04-01 10:57:30 main:574] : INFO : Epoch 1642 | loss: 0.0311477 | val_loss: 0.03116 | Time: 1225.26 ms [2022-04-01 10:57:31 main:574] : INFO : Epoch 1643 | loss: 0.0311477 | val_loss: 0.0311634 | Time: 1249.99 ms [2022-04-01 10:57:32 main:574] : INFO : Epoch 1644 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 1206.9 ms [2022-04-01 10:57:34 main:574] : INFO : Epoch 1645 | loss: 0.0311451 | val_loss: 0.0311669 | Time: 1210.32 ms [2022-04-01 10:57:35 main:574] : INFO : Epoch 1646 | loss: 0.0311457 | val_loss: 0.0311614 | Time: 1224.22 ms [2022-04-01 10:57:36 main:574] : INFO : Epoch 1647 | loss: 0.0311445 | val_loss: 0.0311576 | Time: 1231.33 ms [2022-04-01 10:57:37 main:574] : INFO : Epoch 1648 | loss: 0.0311451 | val_loss: 0.0311613 | Time: 1194.7 ms [2022-04-01 10:57:39 main:574] : INFO : Epoch 1649 | loss: 0.0311437 | val_loss: 0.0311649 | Time: 1199.92 ms [2022-04-01 10:57:40 main:574] : INFO : Epoch 1650 | loss: 0.0311435 | val_loss: 0.031162 | Time: 1218.11 ms [2022-04-01 10:57:41 main:574] : INFO : Epoch 1651 | loss: 0.0311428 | val_loss: 0.0311618 | Time: 1217.68 ms [2022-04-01 10:57:42 main:574] : INFO : Epoch 1652 | loss: 0.0311436 | val_loss: 0.031163 | Time: 1217.45 ms [2022-04-01 10:57:43 main:574] : INFO : Epoch 1653 | loss: 0.0311449 | val_loss: 0.0311627 | Time: 1219.39 ms [2022-04-01 10:57:45 main:574] : INFO : Epoch 1654 | loss: 0.0311449 | val_loss: 0.0311587 | Time: 1225.92 ms [2022-04-01 10:57:46 main:574] : INFO : Epoch 1655 | loss: 0.0311434 | val_loss: 0.0311586 | Time: 1227.39 ms [2022-04-01 10:57:47 main:574] : INFO : Epoch 1656 | loss: 0.0311447 | val_loss: 0.0311605 | Time: 1196.14 ms [2022-04-01 10:57:48 main:574] : INFO : Epoch 1657 | loss: 0.0311426 | val_loss: 0.0311562 | Time: 1202.47 ms [2022-04-01 10:57:50 main:574] : INFO : Epoch 1658 | loss: 0.031143 | val_loss: 0.031162 | Time: 1222.91 ms [2022-04-01 10:57:51 main:574] : INFO : Epoch 1659 | loss: 0.0311423 | val_loss: 0.0311616 | Time: 1220.19 ms [2022-04-01 10:57:52 main:574] : INFO : Epoch 1660 | loss: 0.031143 | val_loss: 0.0311641 | Time: 1206.51 ms [2022-04-01 10:57:53 main:574] : INFO : Epoch 1661 | loss: 0.0311441 | val_loss: 0.031161 | Time: 1214.54 ms [2022-04-01 10:57:54 main:574] : INFO : Epoch 1662 | loss: 0.0311423 | val_loss: 0.0311604 | Time: 1208.19 ms [2022-04-01 10:57:56 main:574] : INFO : Epoch 1663 | loss: 0.0311424 | val_loss: 0.0311604 | Time: 1209.6 ms [2022-04-01 10:57:57 main:574] : INFO : Epoch 1664 | loss: 0.0311437 | val_loss: 0.03116 | Time: 1208.08 ms [2022-04-01 10:57:58 main:574] : INFO : Epoch 1665 | loss: 0.0311428 | val_loss: 0.0311605 | Time: 1229.17 ms [2022-04-01 10:57:59 main:574] : INFO : Epoch 1666 | loss: 0.0311412 | val_loss: 0.0311589 | Time: 1224.11 ms [2022-04-01 10:58:00 main:574] : INFO : Epoch 1667 | loss: 0.0311403 | val_loss: 0.0311615 | Time: 1211.58 ms [2022-04-01 10:58:02 main:574] : INFO : Epoch 1668 | loss: 0.0311422 | val_loss: 0.0311647 | Time: 1203.38 ms [2022-04-01 10:58:03 main:574] : INFO : Epoch 1669 | loss: 0.0311416 | val_loss: 0.0311624 | Time: 1230.01 ms [2022-04-01 10:58:04 main:574] : INFO : Epoch 1670 | loss: 0.031141 | val_loss: 0.031161 | Time: 1242.79 ms [2022-04-01 10:58:05 main:574] : INFO : Epoch 1671 | loss: 0.0311415 | val_loss: 0.0311586 | Time: 1240.54 ms [2022-04-01 10:58:07 main:574] : INFO : Epoch 1672 | loss: 0.0311427 | val_loss: 0.0311563 | Time: 1247.48 ms [2022-04-01 10:58:08 main:574] : INFO : Epoch 1673 | loss: 0.0311426 | val_loss: 0.0311571 | Time: 1197.19 ms [2022-04-01 10:58:09 main:574] : INFO : Epoch 1674 | loss: 0.0311391 | val_loss: 0.0311588 | Time: 1219.52 ms [2022-04-01 10:58:10 main:574] : INFO : Epoch 1675 | loss: 0.0311402 | val_loss: 0.0311591 | Time: 1257.48 ms [2022-04-01 10:58:12 main:574] : INFO : Epoch 1676 | loss: 0.0311432 | val_loss: 0.0311644 | Time: 1274.72 ms [2022-04-01 10:58:13 main:574] : INFO : Epoch 1677 | loss: 0.0311427 | val_loss: 0.0311633 | Time: 1246.14 ms [2022-04-01 10:58:14 main:574] : INFO : Epoch 1678 | loss: 0.031142 | val_loss: 0.0311672 | Time: 1238.34 ms [2022-04-01 10:58:15 main:574] : INFO : Epoch 1679 | loss: 0.031141 | val_loss: 0.0311593 | Time: 1227.25 ms [2022-04-01 10:58:17 main:574] : INFO : Epoch 1680 | loss: 0.0311411 | val_loss: 0.0311642 | Time: 1259.96 ms [2022-04-01 10:58:18 main:574] : INFO : Epoch 1681 | loss: 0.0311403 | val_loss: 0.0311606 | Time: 1245.86 ms [2022-04-01 10:58:19 main:574] : INFO : Epoch 1682 | loss: 0.031139 | val_loss: 0.0311604 | Time: 1236.94 ms [2022-04-01 10:58:20 main:574] : INFO : Epoch 1683 | loss: 0.0311403 | val_loss: 0.0311663 | Time: 1247.92 ms [2022-04-01 10:58:22 main:574] : INFO : Epoch 1684 | loss: 0.0311407 | val_loss: 0.031164 | Time: 1220.84 ms [2022-04-01 10:58:23 main:574] : INFO : Epoch 1685 | loss: 0.0311381 | val_loss: 0.0311654 | Time: 1219.64 ms [2022-04-01 10:58:24 main:574] : INFO : Epoch 1686 | loss: 0.031138 | val_loss: 0.031165 | Time: 1213.84 ms [2022-04-01 10:58:25 main:574] : INFO : Epoch 1687 | loss: 0.0311381 | val_loss: 0.03116 | Time: 1243.76 ms [2022-04-01 10:58:27 main:574] : INFO : Epoch 1688 | loss: 0.0311381 | val_loss: 0.0311628 | Time: 1257.79 ms [2022-04-01 10:58:28 main:574] : INFO : Epoch 1689 | loss: 0.031139 | val_loss: 0.031163 | Time: 1261.96 ms [2022-04-01 10:58:29 main:574] : INFO : Epoch 1690 | loss: 0.031141 | val_loss: 0.0311664 | Time: 1262.65 ms [2022-04-01 10:58:30 main:574] : INFO : Epoch 1691 | loss: 0.0311409 | val_loss: 0.0311607 | Time: 1271.49 ms [2022-04-01 10:58:32 main:574] : INFO : Epoch 1692 | loss: 0.03114 | val_loss: 0.0311624 | Time: 1406.95 ms [2022-04-01 10:58:33 main:574] : INFO : Epoch 1693 | loss: 0.0311391 | val_loss: 0.0311621 | Time: 1512.78 ms [2022-04-01 10:58:35 main:574] : INFO : Epoch 1694 | loss: 0.0311399 | val_loss: 0.0311615 | Time: 1455.71 ms [2022-04-01 10:58:36 main:574] : INFO : Epoch 1695 | loss: 0.0311417 | val_loss: 0.0311579 | Time: 1397.14 ms [2022-04-01 10:58:38 main:574] : INFO : Epoch 1696 | loss: 0.0311399 | val_loss: 0.031158 | Time: 1387.49 ms [2022-04-01 10:58:39 main:574] : INFO : Epoch 1697 | loss: 0.0311397 | val_loss: 0.0311598 | Time: 1389.29 ms [2022-04-01 10:58:40 main:574] : INFO : Epoch 1698 | loss: 0.0311408 | val_loss: 0.0311603 | Time: 1328.27 ms [2022-04-01 10:58:42 main:574] : INFO : Epoch 1699 | loss: 0.0311384 | val_loss: 0.0311579 | Time: 1394.38 ms [2022-04-01 10:58:43 main:574] : INFO : Epoch 1700 | loss: 0.0311418 | val_loss: 0.0311593 | Time: 1367.65 ms [2022-04-01 10:58:44 main:574] : INFO : Epoch 1701 | loss: 0.0311437 | val_loss: 0.0311567 | Time: 1317.17 ms [2022-04-01 10:58:46 main:574] : INFO : Epoch 1702 | loss: 0.031141 | val_loss: 0.0311611 | Time: 1370.39 ms [2022-04-01 10:58:47 main:574] : INFO : Epoch 1703 | loss: 0.0311405 | val_loss: 0.0311644 | Time: 1348.88 ms [2022-04-01 10:58:48 main:574] : INFO : Epoch 1704 | loss: 0.0311397 | val_loss: 0.0311632 | Time: 1304.03 ms [2022-04-01 10:58:50 main:574] : INFO : Epoch 1705 | loss: 0.0311388 | val_loss: 0.0311656 | Time: 1392.31 ms [2022-04-01 10:58:51 main:574] : INFO : Epoch 1706 | loss: 0.0311386 | val_loss: 0.0311639 | Time: 1419.43 ms [2022-04-01 10:58:53 main:574] : INFO : Epoch 1707 | loss: 0.0311397 | val_loss: 0.0311635 | Time: 1409.98 ms [2022-04-01 10:58:54 main:574] : INFO : Epoch 1708 | loss: 0.0311403 | val_loss: 0.0311638 | Time: 1392.77 ms [2022-04-01 10:58:55 main:574] : INFO : Epoch 1709 | loss: 0.0311389 | val_loss: 0.0311627 | Time: 1420.73 ms [2022-04-01 10:58:57 main:574] : INFO : Epoch 1710 | loss: 0.0311388 | val_loss: 0.0311604 | Time: 1437.29 ms [2022-04-01 10:58:58 main:574] : INFO : Epoch 1711 | loss: 0.0311396 | val_loss: 0.0311611 | Time: 1499.14 ms [2022-04-01 10:59:00 main:574] : INFO : Epoch 1712 | loss: 0.0311389 | val_loss: 0.0311577 | Time: 1479.66 ms [2022-04-01 10:59:01 main:574] : INFO : Epoch 1713 | loss: 0.0311381 | val_loss: 0.0311592 | Time: 1486.21 ms [2022-04-01 10:59:03 main:574] : INFO : Epoch 1714 | loss: 0.0311389 | val_loss: 0.0311637 | Time: 1491.02 ms [2022-04-01 10:59:04 main:574] : INFO : Epoch 1715 | loss: 0.0311417 | val_loss: 0.0311686 | Time: 1466.71 ms [2022-04-01 10:59:06 main:574] : INFO : Epoch 1716 | loss: 0.0311418 | val_loss: 0.0311628 | Time: 1489.42 ms [2022-04-01 10:59:07 main:574] : INFO : Epoch 1717 | loss: 0.0311462 | val_loss: 0.0311655 | Time: 1531.28 ms [2022-04-01 10:59:09 main:574] : INFO : Epoch 1718 | loss: 0.0311454 | val_loss: 0.0311674 | Time: 1496.75 ms [2022-04-01 10:59:10 main:574] : INFO : Epoch 1719 | loss: 0.0311406 | val_loss: 0.0311639 | Time: 1509.01 ms [2022-04-01 10:59:12 main:574] : INFO : Epoch 1720 | loss: 0.0311401 | val_loss: 0.031162 | Time: 1431.71 ms [2022-04-01 10:59:13 main:574] : INFO : Epoch 1721 | loss: 0.0311418 | val_loss: 0.0311655 | Time: 1496.36 ms [2022-04-01 10:59:15 main:574] : INFO : Epoch 1722 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 1462.4 ms [2022-04-01 10:59:16 main:574] : INFO : Epoch 1723 | loss: 0.0311445 | val_loss: 0.0311601 | Time: 1434.65 ms [2022-04-01 10:59:18 main:574] : INFO : Epoch 1724 | loss: 0.0311452 | val_loss: 0.0311606 | Time: 1468.66 ms [2022-04-01 10:59:19 main:574] : INFO : Epoch 1725 | loss: 0.0311456 | val_loss: 0.0311586 | Time: 1467.86 ms [2022-04-01 10:59:21 main:574] : INFO : Epoch 1726 | loss: 0.0311457 | val_loss: 0.0311581 | Time: 1448.52 ms [2022-04-01 10:59:22 main:574] : INFO : Epoch 1727 | loss: 0.0311449 | val_loss: 0.0311599 | Time: 1474.02 ms [2022-04-01 10:59:24 main:574] : INFO : Epoch 1728 | loss: 0.0311437 | val_loss: 0.0311615 | Time: 1501.45 ms [2022-04-01 10:59:25 main:574] : INFO : Epoch 1729 | loss: 0.0311414 | val_loss: 0.0311549 | Time: 1536.14 ms [2022-04-01 10:59:27 main:574] : INFO : Epoch 1730 | loss: 0.0311405 | val_loss: 0.0311605 | Time: 1436.38 ms [2022-04-01 10:59:28 main:574] : INFO : Epoch 1731 | loss: 0.0311412 | val_loss: 0.0311638 | Time: 1465.16 ms [2022-04-01 10:59:30 main:574] : INFO : Epoch 1732 | loss: 0.0311416 | val_loss: 0.031159 | Time: 1479.14 ms [2022-04-01 10:59:31 main:574] : INFO : Epoch 1733 | loss: 0.0311431 | val_loss: 0.0311604 | Time: 1442.15 ms [2022-04-01 10:59:32 main:574] : INFO : Epoch 1734 | loss: 0.0311452 | val_loss: 0.0311585 | Time: 1480.4 ms [2022-04-01 10:59:34 main:574] : INFO : Epoch 1735 | loss: 0.0311452 | val_loss: 0.0311616 | Time: 1563.08 ms [2022-04-01 10:59:36 main:574] : INFO : Epoch 1736 | loss: 0.0311433 | val_loss: 0.0311595 | Time: 1568.48 ms [2022-04-01 10:59:37 main:574] : INFO : Epoch 1737 | loss: 0.0311423 | val_loss: 0.0311574 | Time: 1634.45 ms [2022-04-01 10:59:39 main:574] : INFO : Epoch 1738 | loss: 0.0311428 | val_loss: 0.0311607 | Time: 1491.68 ms [2022-04-01 10:59:40 main:574] : INFO : Epoch 1739 | loss: 0.0311415 | val_loss: 0.0311575 | Time: 1502.34 ms [2022-04-01 10:59:42 main:574] : INFO : Epoch 1740 | loss: 0.0311419 | val_loss: 0.0311559 | Time: 1485.8 ms [2022-04-01 10:59:43 main:574] : INFO : Epoch 1741 | loss: 0.0311411 | val_loss: 0.031161 | Time: 1445.97 ms [2022-04-01 10:59:45 main:574] : INFO : Epoch 1742 | loss: 0.0311423 | val_loss: 0.0311685 | Time: 1473.3 ms [2022-04-01 10:59:46 main:574] : INFO : Epoch 1743 | loss: 0.031143 | val_loss: 0.0311671 | Time: 1494.81 ms [2022-04-01 10:59:48 main:574] : INFO : Epoch 1744 | loss: 0.0311419 | val_loss: 0.0311597 | Time: 1467.58 ms [2022-04-01 10:59:49 main:574] : INFO : Epoch 1745 | loss: 0.0311407 | val_loss: 0.0311558 | Time: 1491.4 ms [2022-04-01 10:59:51 main:574] : INFO : Epoch 1746 | loss: 0.031141 | val_loss: 0.0311568 | Time: 1515.6 ms [2022-04-01 10:59:52 main:574] : INFO : Epoch 1747 | loss: 0.0311405 | val_loss: 0.0311582 | Time: 1461.31 ms [2022-04-01 10:59:54 main:574] : INFO : Epoch 1748 | loss: 0.0311405 | val_loss: 0.0311634 | Time: 1459.06 ms [2022-04-01 10:59:55 main:574] : INFO : Epoch 1749 | loss: 0.0311394 | val_loss: 0.0311572 | Time: 1422.84 ms [2022-04-01 10:59:56 main:574] : INFO : Epoch 1750 | loss: 0.0311383 | val_loss: 0.031161 | Time: 1460.48 ms [2022-04-01 10:59:58 main:574] : INFO : Epoch 1751 | loss: 0.0311386 | val_loss: 0.0311561 | Time: 1544.33 ms [2022-04-01 11:00:00 main:574] : INFO : Epoch 1752 | loss: 0.0311376 | val_loss: 0.031159 | Time: 1530.63 ms [2022-04-01 11:00:01 main:574] : INFO : Epoch 1753 | loss: 0.0311376 | val_loss: 0.0311575 | Time: 1466.28 ms [2022-04-01 11:00:02 main:574] : INFO : Epoch 1754 | loss: 0.0311386 | val_loss: 0.031158 | Time: 1450.95 ms [2022-04-01 11:00:04 main:574] : INFO : Epoch 1755 | loss: 0.0311416 | val_loss: 0.0311617 | Time: 1487.67 ms [2022-04-01 11:00:06 main:574] : INFO : Epoch 1756 | loss: 0.0311419 | val_loss: 0.031162 | Time: 1523.43 ms [2022-04-01 11:00:07 main:574] : INFO : Epoch 1757 | loss: 0.0311416 | val_loss: 0.031158 | Time: 1571.06 ms [2022-04-01 11:00:09 main:574] : INFO : Epoch 1758 | loss: 0.0311422 | val_loss: 0.0311582 | Time: 1547.75 ms [2022-04-01 11:00:10 main:574] : INFO : Epoch 1759 | loss: 0.0311462 | val_loss: 0.0311617 | Time: 1522.75 ms [2022-04-01 11:00:12 main:574] : INFO : Epoch 1760 | loss: 0.0311586 | val_loss: 0.0311669 | Time: 1500.77 ms [2022-04-01 11:00:13 main:574] : INFO : Epoch 1761 | loss: 0.0311619 | val_loss: 0.0311671 | Time: 1490.05 ms [2022-04-01 11:00:15 main:574] : INFO : Epoch 1762 | loss: 0.031164 | val_loss: 0.0311671 | Time: 1480.54 ms [2022-04-01 11:00:16 main:574] : INFO : Epoch 1763 | loss: 0.0311611 | val_loss: 0.0311698 | Time: 1530.12 ms [2022-04-01 11:00:18 main:574] : INFO : Epoch 1764 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 1478.16 ms [2022-04-01 11:00:19 main:574] : INFO : Epoch 1765 | loss: 0.0311577 | val_loss: 0.0311659 | Time: 1445.35 ms [2022-04-01 11:00:21 main:574] : INFO : Epoch 1766 | loss: 0.0311558 | val_loss: 0.0311627 | Time: 1411.17 ms [2022-04-01 11:00:22 main:574] : INFO : Epoch 1767 | loss: 0.0311551 | val_loss: 0.031161 | Time: 1482.92 ms [2022-04-01 11:00:24 main:574] : INFO : Epoch 1768 | loss: 0.0311538 | val_loss: 0.0311601 | Time: 1509.12 ms [2022-04-01 11:00:25 main:574] : INFO : Epoch 1769 | loss: 0.0311533 | val_loss: 0.03116 | Time: 1517.23 ms [2022-04-01 11:00:27 main:574] : INFO : Epoch 1770 | loss: 0.0311536 | val_loss: 0.0311593 | Time: 1466.39 ms [2022-04-01 11:00:28 main:574] : INFO : Epoch 1771 | loss: 0.0311538 | val_loss: 0.0311612 | Time: 1482.8 ms [2022-04-01 11:00:29 main:574] : INFO : Epoch 1772 | loss: 0.0311517 | val_loss: 0.0311594 | Time: 1471.23 ms [2022-04-01 11:00:31 main:574] : INFO : Epoch 1773 | loss: 0.0311498 | val_loss: 0.0311597 | Time: 1466.37 ms [2022-04-01 11:00:32 main:574] : INFO : Epoch 1774 | loss: 0.0311487 | val_loss: 0.0311631 | Time: 1450.42 ms [2022-04-01 11:00:34 main:574] : INFO : Epoch 1775 | loss: 0.0311503 | val_loss: 0.0311594 | Time: 1539.46 ms [2022-04-01 11:00:35 main:574] : INFO : Epoch 1776 | loss: 0.0311477 | val_loss: 0.0311565 | Time: 1492.31 ms [2022-04-01 11:00:37 main:574] : INFO : Epoch 1777 | loss: 0.0311477 | val_loss: 0.0311584 | Time: 1573.31 ms [2022-04-01 11:00:39 main:574] : INFO : Epoch 1778 | loss: 0.0311457 | val_loss: 0.0311546 | Time: 1565.18 ms [2022-04-01 11:00:40 main:574] : INFO : Epoch 1779 | loss: 0.0311495 | val_loss: 0.0311598 | Time: 1505.83 ms [2022-04-01 11:00:42 main:574] : INFO : Epoch 1780 | loss: 0.0311482 | val_loss: 0.0311584 | Time: 1526.75 ms [2022-04-01 11:00:43 main:574] : INFO : Epoch 1781 | loss: 0.0311483 | val_loss: 0.0311616 | Time: 1534.01 ms [2022-04-01 11:00:45 main:574] : INFO : Epoch 1782 | loss: 0.0311473 | val_loss: 0.0311571 | Time: 1532.49 ms [2022-04-01 11:00:46 main:574] : INFO : Epoch 1783 | loss: 0.0311475 | val_loss: 0.0311613 | Time: 1448.36 ms [2022-04-01 11:00:48 main:574] : INFO : Epoch 1784 | loss: 0.0311457 | val_loss: 0.0311611 | Time: 1407.71 ms [2022-04-01 11:00:49 main:574] : INFO : Epoch 1785 | loss: 0.0311453 | val_loss: 0.0311614 | Time: 1448.72 ms [2022-04-01 11:00:51 main:574] : INFO : Epoch 1786 | loss: 0.0311452 | val_loss: 0.0311645 | Time: 1478.03 ms [2022-04-01 11:00:52 main:574] : INFO : Epoch 1787 | loss: 0.0311458 | val_loss: 0.0311645 | Time: 1492.51 ms [2022-04-01 11:00:53 main:574] : INFO : Epoch 1788 | loss: 0.0311458 | val_loss: 0.03116 | Time: 1435.61 ms [2022-04-01 11:00:55 main:574] : INFO : Epoch 1789 | loss: 0.0311447 | val_loss: 0.0311661 | Time: 1454.72 ms [2022-04-01 11:00:56 main:574] : INFO : Epoch 1790 | loss: 0.0311456 | val_loss: 0.0311637 | Time: 1457.93 ms [2022-04-01 11:00:58 main:574] : INFO : Epoch 1791 | loss: 0.0311438 | val_loss: 0.0311598 | Time: 1409.43 ms [2022-04-01 11:00:59 main:574] : INFO : Epoch 1792 | loss: 0.0311488 | val_loss: 0.0311615 | Time: 1503.54 ms [2022-04-01 11:01:01 main:574] : INFO : Epoch 1793 | loss: 0.0311499 | val_loss: 0.0311657 | Time: 1449.75 ms [2022-04-01 11:01:02 main:574] : INFO : Epoch 1794 | loss: 0.0311573 | val_loss: 0.0311652 | Time: 1485.22 ms [2022-04-01 11:01:04 main:574] : INFO : Epoch 1795 | loss: 0.0311539 | val_loss: 0.0311633 | Time: 1421.6 ms [2022-04-01 11:01:05 main:574] : INFO : Epoch 1796 | loss: 0.0311523 | val_loss: 0.0311593 | Time: 1451.01 ms [2022-04-01 11:01:07 main:574] : INFO : Epoch 1797 | loss: 0.0311459 | val_loss: 0.0311593 | Time: 1454.09 ms [2022-04-01 11:01:08 main:574] : INFO : Epoch 1798 | loss: 0.0311449 | val_loss: 0.0311605 | Time: 1507.68 ms [2022-04-01 11:01:10 main:574] : INFO : Epoch 1799 | loss: 0.0311458 | val_loss: 0.0311604 | Time: 1545.65 ms [2022-04-01 11:01:11 main:574] : INFO : Epoch 1800 | loss: 0.0311458 | val_loss: 0.0311621 | Time: 1556.54 ms [2022-04-01 11:01:13 main:574] : INFO : Epoch 1801 | loss: 0.0311449 | val_loss: 0.0311632 | Time: 1522.41 ms [2022-04-01 11:01:14 main:574] : INFO : Epoch 1802 | loss: 0.0311434 | val_loss: 0.0311605 | Time: 1503.75 ms [2022-04-01 11:01:16 main:574] : INFO : Epoch 1803 | loss: 0.0311433 | val_loss: 0.0311586 | Time: 1438.4 ms [2022-04-01 11:01:17 main:574] : INFO : Epoch 1804 | loss: 0.0311431 | val_loss: 0.0311612 | Time: 1463.1 ms [2022-04-01 11:01:19 main:574] : INFO : Epoch 1805 | loss: 0.0311441 | val_loss: 0.0311662 | Time: 1409.63 ms [2022-04-01 11:01:20 main:574] : INFO : Epoch 1806 | loss: 0.031145 | val_loss: 0.031161 | Time: 1459.69 ms [2022-04-01 11:01:21 main:574] : INFO : Epoch 1807 | loss: 0.0311444 | val_loss: 0.0311621 | Time: 1430.36 ms [2022-04-01 11:01:23 main:574] : INFO : Epoch 1808 | loss: 0.031146 | val_loss: 0.0311646 | Time: 1527.95 ms [2022-04-01 11:01:24 main:574] : INFO : Epoch 1809 | loss: 0.0311457 | val_loss: 0.0311644 | Time: 1467.46 ms [2022-04-01 11:01:26 main:574] : INFO : Epoch 1810 | loss: 0.031151 | val_loss: 0.0311579 | Time: 1427.64 ms [2022-04-01 11:01:27 main:574] : INFO : Epoch 1811 | loss: 0.0311491 | val_loss: 0.0311602 | Time: 1406.65 ms [2022-04-01 11:01:29 main:574] : INFO : Epoch 1812 | loss: 0.0311465 | val_loss: 0.0311643 | Time: 1477.41 ms [2022-04-01 11:01:30 main:574] : INFO : Epoch 1813 | loss: 0.0311465 | val_loss: 0.0311588 | Time: 1461.62 ms [2022-04-01 11:01:32 main:574] : INFO : Epoch 1814 | loss: 0.0311452 | val_loss: 0.0311561 | Time: 1509.39 ms [2022-04-01 11:01:33 main:574] : INFO : Epoch 1815 | loss: 0.0311432 | val_loss: 0.0311569 | Time: 1435.84 ms [2022-04-01 11:01:35 main:574] : INFO : Epoch 1816 | loss: 0.031146 | val_loss: 0.0311578 | Time: 1406.53 ms [2022-04-01 11:01:36 main:574] : INFO : Epoch 1817 | loss: 0.0311446 | val_loss: 0.0311566 | Time: 1494.8 ms [2022-04-01 11:01:38 main:574] : INFO : Epoch 1818 | loss: 0.0311454 | val_loss: 0.031158 | Time: 1515.26 ms [2022-04-01 11:01:39 main:574] : INFO : Epoch 1819 | loss: 0.0311464 | val_loss: 0.0311604 | Time: 1560.61 ms [2022-04-01 11:01:41 main:574] : INFO : Epoch 1820 | loss: 0.0311445 | val_loss: 0.0311602 | Time: 1588.09 ms [2022-04-01 11:01:42 main:574] : INFO : Epoch 1821 | loss: 0.0311436 | val_loss: 0.0311611 | Time: 1538.42 ms [2022-04-01 11:01:44 main:574] : INFO : Epoch 1822 | loss: 0.0311498 | val_loss: 0.0311633 | Time: 1508.17 ms [2022-04-01 11:01:45 main:574] : INFO : Epoch 1823 | loss: 0.0311442 | val_loss: 0.0311599 | Time: 1454.66 ms [2022-04-01 11:01:47 main:574] : INFO : Epoch 1824 | loss: 0.0311431 | val_loss: 0.031158 | Time: 1430.18 ms [2022-04-01 11:01:48 main:574] : INFO : Epoch 1825 | loss: 0.0311436 | val_loss: 0.0311571 | Time: 1422.47 ms [2022-04-01 11:01:50 main:574] : INFO : Epoch 1826 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 1456.68 ms [2022-04-01 11:01:51 main:574] : INFO : Epoch 1827 | loss: 0.0311412 | val_loss: 0.0311577 | Time: 1471.74 ms [2022-04-01 11:01:53 main:574] : INFO : Epoch 1828 | loss: 0.0311394 | val_loss: 0.0311609 | Time: 1512.15 ms [2022-04-01 11:01:54 main:574] : INFO : Epoch 1829 | loss: 0.0311394 | val_loss: 0.0311591 | Time: 1490.39 ms [2022-04-01 11:01:56 main:574] : INFO : Epoch 1830 | loss: 0.0311394 | val_loss: 0.0311587 | Time: 1483.53 ms [2022-04-01 11:01:57 main:574] : INFO : Epoch 1831 | loss: 0.0311411 | val_loss: 0.0311582 | Time: 1421.68 ms [2022-04-01 11:01:59 main:574] : INFO : Epoch 1832 | loss: 0.031141 | val_loss: 0.0311585 | Time: 1504.12 ms [2022-04-01 11:02:00 main:574] : INFO : Epoch 1833 | loss: 0.0311417 | val_loss: 0.0311634 | Time: 1432.1 ms [2022-04-01 11:02:01 main:574] : INFO : Epoch 1834 | loss: 0.0311389 | val_loss: 0.0311646 | Time: 1486.11 ms [2022-04-01 11:02:03 main:574] : INFO : Epoch 1835 | loss: 0.0311391 | val_loss: 0.0311569 | Time: 1440.15 ms [2022-04-01 11:02:04 main:574] : INFO : Epoch 1836 | loss: 0.0311404 | val_loss: 0.031159 | Time: 1451.9 ms [2022-04-01 11:02:06 main:574] : INFO : Epoch 1837 | loss: 0.0311392 | val_loss: 0.0311593 | Time: 1487.93 ms [2022-04-01 11:02:07 main:574] : INFO : Epoch 1838 | loss: 0.031144 | val_loss: 0.0311611 | Time: 1436.22 ms [2022-04-01 11:02:09 main:574] : INFO : Epoch 1839 | loss: 0.0311483 | val_loss: 0.0311624 | Time: 1502.85 ms [2022-04-01 11:02:10 main:574] : INFO : Epoch 1840 | loss: 0.0311409 | val_loss: 0.031159 | Time: 1522.19 ms [2022-04-01 11:02:12 main:574] : INFO : Epoch 1841 | loss: 0.0311393 | val_loss: 0.0311543 | Time: 1580.68 ms [2022-04-01 11:02:13 main:574] : INFO : Epoch 1842 | loss: 0.0311374 | val_loss: 0.0311553 | Time: 1517.18 ms [2022-04-01 11:02:15 main:574] : INFO : Epoch 1843 | loss: 0.0311371 | val_loss: 0.0311581 | Time: 1494.16 ms [2022-04-01 11:02:16 main:574] : INFO : Epoch 1844 | loss: 0.0311376 | val_loss: 0.0311572 | Time: 1472.04 ms [2022-04-01 11:02:18 main:574] : INFO : Epoch 1845 | loss: 0.031137 | val_loss: 0.0311593 | Time: 1487.53 ms [2022-04-01 11:02:19 main:574] : INFO : Epoch 1846 | loss: 0.0311415 | val_loss: 0.0311643 | Time: 1454.98 ms [2022-04-01 11:02:21 main:574] : INFO : Epoch 1847 | loss: 0.0311576 | val_loss: 0.0311664 | Time: 1480.29 ms [2022-04-01 11:02:22 main:574] : INFO : Epoch 1848 | loss: 0.0311535 | val_loss: 0.0311607 | Time: 1446.16 ms [2022-04-01 11:02:24 main:574] : INFO : Epoch 1849 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 1467.71 ms [2022-04-01 11:02:25 main:574] : INFO : Epoch 1850 | loss: 0.0311535 | val_loss: 0.031162 | Time: 1465.05 ms [2022-04-01 11:02:27 main:574] : INFO : Epoch 1851 | loss: 0.0311518 | val_loss: 0.0311651 | Time: 1516.82 ms [2022-04-01 11:02:28 main:574] : INFO : Epoch 1852 | loss: 0.0311535 | val_loss: 0.0311705 | Time: 1464.88 ms [2022-04-01 11:02:30 main:574] : INFO : Epoch 1853 | loss: 0.0311628 | val_loss: 0.0311649 | Time: 1484.09 ms [2022-04-01 11:02:31 main:574] : INFO : Epoch 1854 | loss: 0.031161 | val_loss: 0.0311678 | Time: 1462.74 ms [2022-04-01 11:02:33 main:574] : INFO : Epoch 1855 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 1456.02 ms [2022-04-01 11:02:34 main:574] : INFO : Epoch 1856 | loss: 0.0311611 | val_loss: 0.0311703 | Time: 1441.91 ms [2022-04-01 11:02:36 main:574] : INFO : Epoch 1857 | loss: 0.0311613 | val_loss: 0.0311647 | Time: 1423.8 ms [2022-04-01 11:02:37 main:574] : INFO : Epoch 1858 | loss: 0.0311586 | val_loss: 0.0311648 | Time: 1422.43 ms [2022-04-01 11:02:38 main:574] : INFO : Epoch 1859 | loss: 0.031158 | val_loss: 0.0311663 | Time: 1515.3 ms [2022-04-01 11:02:40 main:574] : INFO : Epoch 1860 | loss: 0.031161 | val_loss: 0.0311698 | Time: 1488.18 ms [2022-04-01 11:02:42 main:574] : INFO : Epoch 1861 | loss: 0.0311607 | val_loss: 0.0311643 | Time: 1568.54 ms [2022-04-01 11:02:43 main:574] : INFO : Epoch 1862 | loss: 0.0311565 | val_loss: 0.0311626 | Time: 1523.41 ms [2022-04-01 11:02:45 main:574] : INFO : Epoch 1863 | loss: 0.0311548 | val_loss: 0.0311634 | Time: 1491.68 ms [2022-04-01 11:02:46 main:574] : INFO : Epoch 1864 | loss: 0.0311558 | val_loss: 0.0311602 | Time: 1467.9 ms [2022-04-01 11:02:47 main:574] : INFO : Epoch 1865 | loss: 0.0311541 | val_loss: 0.0311608 | Time: 1489.58 ms [2022-04-01 11:02:49 main:574] : INFO : Epoch 1866 | loss: 0.0311521 | val_loss: 0.0311619 | Time: 1436.52 ms [2022-04-01 11:02:50 main:574] : INFO : Epoch 1867 | loss: 0.0311515 | val_loss: 0.0311597 | Time: 1414.12 ms [2022-04-01 11:02:52 main:574] : INFO : Epoch 1868 | loss: 0.0311514 | val_loss: 0.0311589 | Time: 1447.24 ms [2022-04-01 11:02:53 main:574] : INFO : Epoch 1869 | loss: 0.0311483 | val_loss: 0.0311586 | Time: 1379.55 ms [2022-04-01 11:02:55 main:574] : INFO : Epoch 1870 | loss: 0.0311467 | val_loss: 0.0311574 | Time: 1449.76 ms [2022-04-01 11:02:56 main:574] : INFO : Epoch 1871 | loss: 0.0311457 | val_loss: 0.0311566 | Time: 1520.33 ms [2022-04-01 11:02:58 main:574] : INFO : Epoch 1872 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 1513.93 ms [2022-04-01 11:02:59 main:574] : INFO : Epoch 1873 | loss: 0.0311465 | val_loss: 0.0311565 | Time: 1425.14 ms [2022-04-01 11:03:01 main:574] : INFO : Epoch 1874 | loss: 0.0311482 | val_loss: 0.0311656 | Time: 1445.53 ms [2022-04-01 11:03:02 main:574] : INFO : Epoch 1875 | loss: 0.0311521 | val_loss: 0.0311571 | Time: 1460.65 ms [2022-04-01 11:03:03 main:574] : INFO : Epoch 1876 | loss: 0.0311513 | val_loss: 0.0311569 | Time: 1426.34 ms [2022-04-01 11:03:05 main:574] : INFO : Epoch 1877 | loss: 0.0311514 | val_loss: 0.0311612 | Time: 1456.5 ms [2022-04-01 11:03:06 main:574] : INFO : Epoch 1878 | loss: 0.0311482 | val_loss: 0.031159 | Time: 1469.55 ms [2022-04-01 11:03:08 main:574] : INFO : Epoch 1879 | loss: 0.0311488 | val_loss: 0.0311597 | Time: 1460.74 ms [2022-04-01 11:03:09 main:574] : INFO : Epoch 1880 | loss: 0.0311484 | val_loss: 0.0311618 | Time: 1474.36 ms [2022-04-01 11:03:11 main:574] : INFO : Epoch 1881 | loss: 0.0311481 | val_loss: 0.0311604 | Time: 1483.82 ms [2022-04-01 11:03:12 main:574] : INFO : Epoch 1882 | loss: 0.0311474 | val_loss: 0.0311569 | Time: 1489.23 ms [2022-04-01 11:03:14 main:574] : INFO : Epoch 1883 | loss: 0.0311468 | val_loss: 0.031157 | Time: 1567.53 ms [2022-04-01 11:03:15 main:574] : INFO : Epoch 1884 | loss: 0.0311475 | val_loss: 0.0311598 | Time: 1520.65 ms [2022-04-01 11:03:17 main:574] : INFO : Epoch 1885 | loss: 0.0311477 | val_loss: 0.0311581 | Time: 1485.83 ms [2022-04-01 11:03:18 main:574] : INFO : Epoch 1886 | loss: 0.0311481 | val_loss: 0.0311575 | Time: 1483.88 ms [2022-04-01 11:03:20 main:574] : INFO : Epoch 1887 | loss: 0.0311478 | val_loss: 0.0311562 | Time: 1424.1 ms [2022-04-01 11:03:21 main:574] : INFO : Epoch 1888 | loss: 0.031148 | val_loss: 0.0311596 | Time: 1495.6 ms [2022-04-01 11:03:23 main:574] : INFO : Epoch 1889 | loss: 0.0311502 | val_loss: 0.0311647 | Time: 1461.17 ms [2022-04-01 11:03:24 main:574] : INFO : Epoch 1890 | loss: 0.0311466 | val_loss: 0.0311589 | Time: 1469.32 ms [2022-04-01 11:03:26 main:574] : INFO : Epoch 1891 | loss: 0.0311465 | val_loss: 0.0311605 | Time: 1445.52 ms [2022-04-01 11:03:27 main:574] : INFO : Epoch 1892 | loss: 0.0311461 | val_loss: 0.0311594 | Time: 1453.07 ms [2022-04-01 11:03:29 main:574] : INFO : Epoch 1893 | loss: 0.0311468 | val_loss: 0.031162 | Time: 1437.51 ms [2022-04-01 11:03:30 main:574] : INFO : Epoch 1894 | loss: 0.0311477 | val_loss: 0.0311576 | Time: 1446.35 ms [2022-04-01 11:03:32 main:574] : INFO : Epoch 1895 | loss: 0.0311469 | val_loss: 0.0311615 | Time: 1496.87 ms [2022-04-01 11:03:33 main:574] : INFO : Epoch 1896 | loss: 0.0311469 | val_loss: 0.0311616 | Time: 1531.69 ms [2022-04-01 11:03:35 main:574] : INFO : Epoch 1897 | loss: 0.0311457 | val_loss: 0.0311611 | Time: 1507.67 ms [2022-04-01 11:03:36 main:574] : INFO : Epoch 1898 | loss: 0.0311468 | val_loss: 0.0311586 | Time: 1470.4 ms [2022-04-01 11:03:38 main:574] : INFO : Epoch 1899 | loss: 0.031144 | val_loss: 0.0311568 | Time: 1437.46 ms [2022-04-01 11:03:39 main:574] : INFO : Epoch 1900 | loss: 0.0311425 | val_loss: 0.0311575 | Time: 1447.23 ms [2022-04-01 11:03:40 main:574] : INFO : Epoch 1901 | loss: 0.0311423 | val_loss: 0.0311569 | Time: 1510.6 ms [2022-04-01 11:03:42 main:574] : INFO : Epoch 1902 | loss: 0.031143 | val_loss: 0.0311626 | Time: 1595.89 ms [2022-04-01 11:03:44 main:574] : INFO : Epoch 1903 | loss: 0.0311475 | val_loss: 0.0311602 | Time: 1580.57 ms [2022-04-01 11:03:45 main:574] : INFO : Epoch 1904 | loss: 0.0311481 | val_loss: 0.0311572 | Time: 1482.99 ms [2022-04-01 11:03:47 main:574] : INFO : Epoch 1905 | loss: 0.0311452 | val_loss: 0.0311597 | Time: 1543.13 ms [2022-04-01 11:03:48 main:574] : INFO : Epoch 1906 | loss: 0.0311447 | val_loss: 0.0311579 | Time: 1484.49 ms [2022-04-01 11:03:50 main:574] : INFO : Epoch 1907 | loss: 0.031145 | val_loss: 0.0311561 | Time: 1453.25 ms [2022-04-01 11:03:51 main:574] : INFO : Epoch 1908 | loss: 0.0311453 | val_loss: 0.0311568 | Time: 1493.65 ms [2022-04-01 11:03:53 main:574] : INFO : Epoch 1909 | loss: 0.0311479 | val_loss: 0.0311608 | Time: 1461.06 ms [2022-04-01 11:03:54 main:574] : INFO : Epoch 1910 | loss: 0.0311501 | val_loss: 0.0311628 | Time: 1425.18 ms [2022-04-01 11:03:56 main:574] : INFO : Epoch 1911 | loss: 0.031148 | val_loss: 0.0311594 | Time: 1490.08 ms [2022-04-01 11:03:57 main:574] : INFO : Epoch 1912 | loss: 0.0311474 | val_loss: 0.031157 | Time: 1508.52 ms [2022-04-01 11:03:58 main:574] : INFO : Epoch 1913 | loss: 0.0311475 | val_loss: 0.0311575 | Time: 1437.95 ms [2022-04-01 11:04:00 main:574] : INFO : Epoch 1914 | loss: 0.0311459 | val_loss: 0.0311573 | Time: 1531.14 ms [2022-04-01 11:04:01 main:574] : INFO : Epoch 1915 | loss: 0.0311448 | val_loss: 0.0311577 | Time: 1443.07 ms [2022-04-01 11:04:03 main:574] : INFO : Epoch 1916 | loss: 0.0311412 | val_loss: 0.0311606 | Time: 1491.09 ms [2022-04-01 11:04:04 main:574] : INFO : Epoch 1917 | loss: 0.0311428 | val_loss: 0.0311601 | Time: 1387.93 ms [2022-04-01 11:04:06 main:574] : INFO : Epoch 1918 | loss: 0.0311432 | val_loss: 0.0311589 | Time: 1423.53 ms [2022-04-01 11:04:07 main:574] : INFO : Epoch 1919 | loss: 0.0311453 | val_loss: 0.0311575 | Time: 1483.13 ms [2022-04-01 11:04:09 main:574] : INFO : Epoch 1920 | loss: 0.0311432 | val_loss: 0.0311552 | Time: 1477.58 ms [2022-04-01 11:04:10 main:574] : INFO : Epoch 1921 | loss: 0.0311421 | val_loss: 0.0311557 | Time: 1459.13 ms [2022-04-01 11:04:12 main:574] : INFO : Epoch 1922 | loss: 0.0311406 | val_loss: 0.0311581 | Time: 1452.95 ms [2022-04-01 11:04:13 main:574] : INFO : Epoch 1923 | loss: 0.0311399 | val_loss: 0.0311595 | Time: 1537.01 ms [2022-04-01 11:04:15 main:574] : INFO : Epoch 1924 | loss: 0.0311429 | val_loss: 0.0311607 | Time: 1577 ms [2022-04-01 11:04:16 main:574] : INFO : Epoch 1925 | loss: 0.0311441 | val_loss: 0.0311615 | Time: 1566.09 ms [2022-04-01 11:04:18 main:574] : INFO : Epoch 1926 | loss: 0.0311461 | val_loss: 0.0311578 | Time: 1561.07 ms [2022-04-01 11:04:19 main:574] : INFO : Epoch 1927 | loss: 0.0311452 | val_loss: 0.0311583 | Time: 1520.87 ms [2022-04-01 11:04:21 main:574] : INFO : Epoch 1928 | loss: 0.0311483 | val_loss: 0.0311654 | Time: 1475.36 ms [2022-04-01 11:04:22 main:574] : INFO : Epoch 1929 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 1454.59 ms [2022-04-01 11:04:24 main:574] : INFO : Epoch 1930 | loss: 0.0311535 | val_loss: 0.0311654 | Time: 1417.07 ms [2022-04-01 11:04:25 main:574] : INFO : Epoch 1931 | loss: 0.031151 | val_loss: 0.0311676 | Time: 1455.9 ms [2022-04-01 11:04:27 main:574] : INFO : Epoch 1932 | loss: 0.03115 | val_loss: 0.0311597 | Time: 1514.58 ms [2022-04-01 11:04:28 main:574] : INFO : Epoch 1933 | loss: 0.0311477 | val_loss: 0.0311645 | Time: 1497.63 ms [2022-04-01 11:04:30 main:574] : INFO : Epoch 1934 | loss: 0.0311488 | val_loss: 0.031164 | Time: 1465.86 ms [2022-04-01 11:04:31 main:574] : INFO : Epoch 1935 | loss: 0.0311505 | val_loss: 0.0311629 | Time: 1419.92 ms [2022-04-01 11:04:33 main:574] : INFO : Epoch 1936 | loss: 0.0311476 | val_loss: 0.0311602 | Time: 1384.38 ms [2022-04-01 11:04:34 main:574] : INFO : Epoch 1937 | loss: 0.0311462 | val_loss: 0.0311605 | Time: 1465.28 ms [2022-04-01 11:04:36 main:574] : INFO : Epoch 1938 | loss: 0.0311455 | val_loss: 0.0311592 | Time: 1454.13 ms [2022-04-01 11:04:37 main:574] : INFO : Epoch 1939 | loss: 0.0311447 | val_loss: 0.0311603 | Time: 1488.22 ms [2022-04-01 11:04:38 main:574] : INFO : Epoch 1940 | loss: 0.0311452 | val_loss: 0.0311593 | Time: 1422.6 ms [2022-04-01 11:04:40 main:574] : INFO : Epoch 1941 | loss: 0.0311444 | val_loss: 0.0311607 | Time: 1411.67 ms [2022-04-01 11:04:41 main:574] : INFO : Epoch 1942 | loss: 0.0311446 | val_loss: 0.0311588 | Time: 1435.78 ms [2022-04-01 11:04:43 main:574] : INFO : Epoch 1943 | loss: 0.031145 | val_loss: 0.0311603 | Time: 1474.85 ms [2022-04-01 11:04:44 main:574] : INFO : Epoch 1944 | loss: 0.0311443 | val_loss: 0.0311606 | Time: 1569.64 ms [2022-04-01 11:04:46 main:574] : INFO : Epoch 1945 | loss: 0.0311463 | val_loss: 0.0311624 | Time: 1596.34 ms [2022-04-01 11:04:47 main:574] : INFO : Epoch 1946 | loss: 0.0311465 | val_loss: 0.031161 | Time: 1478.45 ms [2022-04-01 11:04:49 main:574] : INFO : Epoch 1947 | loss: 0.0311457 | val_loss: 0.0311598 | Time: 1490.32 ms [2022-04-01 11:04:50 main:574] : INFO : Epoch 1948 | loss: 0.0311453 | val_loss: 0.0311623 | Time: 1535.84 ms [2022-04-01 11:04:52 main:574] : INFO : Epoch 1949 | loss: 0.0311448 | val_loss: 0.0311617 | Time: 1493.1 ms [2022-04-01 11:04:53 main:574] : INFO : Epoch 1950 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 1497.61 ms [2022-04-01 11:04:55 main:574] : INFO : Epoch 1951 | loss: 0.0311469 | val_loss: 0.0311642 | Time: 1518.63 ms [2022-04-01 11:04:56 main:574] : INFO : Epoch 1952 | loss: 0.0311458 | val_loss: 0.0311692 | Time: 1403.93 ms [2022-04-01 11:04:58 main:574] : INFO : Epoch 1953 | loss: 0.0311447 | val_loss: 0.0311593 | Time: 1418.45 ms [2022-04-01 11:04:59 main:574] : INFO : Epoch 1954 | loss: 0.0311419 | val_loss: 0.0311577 | Time: 1485.71 ms [2022-04-01 11:05:01 main:574] : INFO : Epoch 1955 | loss: 0.0311416 | val_loss: 0.0311566 | Time: 1475.23 ms [2022-04-01 11:05:02 main:574] : INFO : Epoch 1956 | loss: 0.0311419 | val_loss: 0.0311591 | Time: 1498.56 ms [2022-04-01 11:05:04 main:574] : INFO : Epoch 1957 | loss: 0.0311432 | val_loss: 0.0311553 | Time: 1473.6 ms [2022-04-01 11:05:05 main:574] : INFO : Epoch 1958 | loss: 0.0311456 | val_loss: 0.0311601 | Time: 1467.16 ms [2022-04-01 11:05:07 main:574] : INFO : Epoch 1959 | loss: 0.0311477 | val_loss: 0.0311587 | Time: 1521.43 ms [2022-04-01 11:05:08 main:574] : INFO : Epoch 1960 | loss: 0.0311464 | val_loss: 0.0311593 | Time: 1454.09 ms [2022-04-01 11:05:10 main:574] : INFO : Epoch 1961 | loss: 0.0311443 | val_loss: 0.0311574 | Time: 1457.64 ms [2022-04-01 11:05:11 main:574] : INFO : Epoch 1962 | loss: 0.0311464 | val_loss: 0.0311587 | Time: 1425.91 ms [2022-04-01 11:05:13 main:574] : INFO : Epoch 1963 | loss: 0.031145 | val_loss: 0.0311569 | Time: 1451.34 ms [2022-04-01 11:05:14 main:574] : INFO : Epoch 1964 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 1454.04 ms [2022-04-01 11:05:16 main:574] : INFO : Epoch 1965 | loss: 0.0311433 | val_loss: 0.0311572 | Time: 1563.43 ms [2022-04-01 11:05:17 main:574] : INFO : Epoch 1966 | loss: 0.0311432 | val_loss: 0.0311608 | Time: 1547.98 ms [2022-04-01 11:05:19 main:574] : INFO : Epoch 1967 | loss: 0.0311437 | val_loss: 0.031162 | Time: 1544.99 ms [2022-04-01 11:05:20 main:574] : INFO : Epoch 1968 | loss: 0.031144 | val_loss: 0.0311575 | Time: 1519.33 ms [2022-04-01 11:05:22 main:574] : INFO : Epoch 1969 | loss: 0.0311427 | val_loss: 0.0311582 | Time: 1447.02 ms [2022-04-01 11:05:23 main:574] : INFO : Epoch 1970 | loss: 0.0311439 | val_loss: 0.0311606 | Time: 1437.32 ms [2022-04-01 11:05:25 main:574] : INFO : Epoch 1971 | loss: 0.0311431 | val_loss: 0.0311556 | Time: 1461.17 ms [2022-04-01 11:05:26 main:574] : INFO : Epoch 1972 | loss: 0.0311458 | val_loss: 0.0311613 | Time: 1426.74 ms [2022-04-01 11:05:27 main:574] : INFO : Epoch 1973 | loss: 0.0311434 | val_loss: 0.0311585 | Time: 1449.24 ms [2022-04-01 11:05:29 main:574] : INFO : Epoch 1974 | loss: 0.0311427 | val_loss: 0.031159 | Time: 1429.63 ms [2022-04-01 11:05:30 main:574] : INFO : Epoch 1975 | loss: 0.0311438 | val_loss: 0.0311639 | Time: 1437.25 ms [2022-04-01 11:05:32 main:574] : INFO : Epoch 1976 | loss: 0.0311427 | val_loss: 0.0311576 | Time: 1492.4 ms [2022-04-01 11:05:33 main:574] : INFO : Epoch 1977 | loss: 0.0311415 | val_loss: 0.0311562 | Time: 1438.42 ms [2022-04-01 11:05:35 main:574] : INFO : Epoch 1978 | loss: 0.0311425 | val_loss: 0.0311572 | Time: 1450.63 ms [2022-04-01 11:05:36 main:574] : INFO : Epoch 1979 | loss: 0.0311439 | val_loss: 0.0311577 | Time: 1474.23 ms [2022-04-01 11:05:38 main:574] : INFO : Epoch 1980 | loss: 0.0311436 | val_loss: 0.0311569 | Time: 1483.5 ms [2022-04-01 11:05:39 main:574] : INFO : Epoch 1981 | loss: 0.0311446 | val_loss: 0.0311565 | Time: 1443.19 ms [2022-04-01 11:05:41 main:574] : INFO : Epoch 1982 | loss: 0.0311415 | val_loss: 0.0311655 | Time: 1388.79 ms [2022-04-01 11:05:42 main:574] : INFO : Epoch 1983 | loss: 0.0311461 | val_loss: 0.0311586 | Time: 1471.61 ms [2022-04-01 11:05:43 main:574] : INFO : Epoch 1984 | loss: 0.031142 | val_loss: 0.0311578 | Time: 1466.39 ms [2022-04-01 11:05:45 main:574] : INFO : Epoch 1985 | loss: 0.031141 | val_loss: 0.0311566 | Time: 1512.01 ms [2022-04-01 11:05:47 main:574] : INFO : Epoch 1986 | loss: 0.0311406 | val_loss: 0.0311577 | Time: 1593.45 ms [2022-04-01 11:05:48 main:574] : INFO : Epoch 1987 | loss: 0.0311428 | val_loss: 0.0311616 | Time: 1550.2 ms [2022-04-01 11:05:50 main:574] : INFO : Epoch 1988 | loss: 0.031143 | val_loss: 0.0311591 | Time: 1471.66 ms [2022-04-01 11:05:51 main:574] : INFO : Epoch 1989 | loss: 0.0311416 | val_loss: 0.0311578 | Time: 1472.15 ms [2022-04-01 11:05:53 main:574] : INFO : Epoch 1990 | loss: 0.0311412 | val_loss: 0.0311575 | Time: 1424.99 ms [2022-04-01 11:05:54 main:574] : INFO : Epoch 1991 | loss: 0.0311414 | val_loss: 0.0311597 | Time: 1444.74 ms [2022-04-01 11:05:55 main:574] : INFO : Epoch 1992 | loss: 0.031144 | val_loss: 0.0311558 | Time: 1469.44 ms [2022-04-01 11:05:57 main:574] : INFO : Epoch 1993 | loss: 0.031144 | val_loss: 0.0311567 | Time: 1455.78 ms [2022-04-01 11:05:58 main:574] : INFO : Epoch 1994 | loss: 0.0311446 | val_loss: 0.031158 | Time: 1476.04 ms [2022-04-01 11:06:00 main:574] : INFO : Epoch 1995 | loss: 0.0311436 | val_loss: 0.0311589 | Time: 1466.64 ms [2022-04-01 11:06:01 main:574] : INFO : Epoch 1996 | loss: 0.0311416 | val_loss: 0.0311583 | Time: 1479.09 ms [2022-04-01 11:06:03 main:574] : INFO : Epoch 1997 | loss: 0.0311429 | val_loss: 0.0311594 | Time: 1433.25 ms [2022-04-01 11:06:04 main:574] : INFO : Epoch 1998 | loss: 0.0311463 | val_loss: 0.0311602 | Time: 1442.89 ms [2022-04-01 11:06:06 main:574] : INFO : Epoch 1999 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 1462.95 ms [2022-04-01 11:06:07 main:574] : INFO : Epoch 2000 | loss: 0.0311417 | val_loss: 0.0311559 | Time: 1526.34 ms [2022-04-01 11:06:09 main:574] : INFO : Epoch 2001 | loss: 0.0311417 | val_loss: 0.0311565 | Time: 1437.1 ms [2022-04-01 11:06:10 main:574] : INFO : Epoch 2002 | loss: 0.0311396 | val_loss: 0.0311576 | Time: 1422.85 ms [2022-04-01 11:06:12 main:574] : INFO : Epoch 2003 | loss: 0.0311402 | val_loss: 0.0311564 | Time: 1385.57 ms [2022-04-01 11:06:13 main:574] : INFO : Epoch 2004 | loss: 0.0311404 | val_loss: 0.0311591 | Time: 1459.49 ms [2022-04-01 11:06:14 main:574] : INFO : Epoch 2005 | loss: 0.0311403 | val_loss: 0.0311568 | Time: 1451.87 ms [2022-04-01 11:06:16 main:574] : INFO : Epoch 2006 | loss: 0.0311406 | val_loss: 0.0311677 | Time: 1524.64 ms [2022-04-01 11:06:17 main:574] : INFO : Epoch 2007 | loss: 0.0311436 | val_loss: 0.0311571 | Time: 1507.29 ms [2022-04-01 11:06:19 main:574] : INFO : Epoch 2008 | loss: 0.0311412 | val_loss: 0.0311592 | Time: 1541.08 ms [2022-04-01 11:06:21 main:574] : INFO : Epoch 2009 | loss: 0.0311402 | val_loss: 0.0311584 | Time: 1533.68 ms [2022-04-01 11:06:22 main:574] : INFO : Epoch 2010 | loss: 0.031139 | val_loss: 0.0311594 | Time: 1458.72 ms [2022-04-01 11:06:24 main:574] : INFO : Epoch 2011 | loss: 0.0311388 | val_loss: 0.031155 | Time: 1530.18 ms [2022-04-01 11:06:25 main:574] : INFO : Epoch 2012 | loss: 0.0311404 | val_loss: 0.0311647 | Time: 1499.06 ms [2022-04-01 11:06:26 main:574] : INFO : Epoch 2013 | loss: 0.0311413 | val_loss: 0.0311572 | Time: 1455.6 ms [2022-04-01 11:06:28 main:574] : INFO : Epoch 2014 | loss: 0.0311411 | val_loss: 0.0311583 | Time: 1461.21 ms [2022-04-01 11:06:29 main:574] : INFO : Epoch 2015 | loss: 0.0311408 | val_loss: 0.0311579 | Time: 1434.45 ms [2022-04-01 11:06:31 main:574] : INFO : Epoch 2016 | loss: 0.0311397 | val_loss: 0.0311611 | Time: 1387.23 ms [2022-04-01 11:06:32 main:574] : INFO : Epoch 2017 | loss: 0.0311394 | val_loss: 0.0311594 | Time: 1461.71 ms [2022-04-01 11:06:34 main:574] : INFO : Epoch 2018 | loss: 0.0311383 | val_loss: 0.0311568 | Time: 1487.35 ms [2022-04-01 11:06:35 main:574] : INFO : Epoch 2019 | loss: 0.0311387 | val_loss: 0.0311559 | Time: 1421.65 ms [2022-04-01 11:06:37 main:574] : INFO : Epoch 2020 | loss: 0.0311391 | val_loss: 0.03116 | Time: 1471.1 ms [2022-04-01 11:06:38 main:574] : INFO : Epoch 2021 | loss: 0.0311381 | val_loss: 0.0311582 | Time: 1437.79 ms [2022-04-01 11:06:40 main:574] : INFO : Epoch 2022 | loss: 0.0311394 | val_loss: 0.0311576 | Time: 1420.52 ms [2022-04-01 11:06:41 main:574] : INFO : Epoch 2023 | loss: 0.0311438 | val_loss: 0.0311593 | Time: 1471.43 ms [2022-04-01 11:06:42 main:574] : INFO : Epoch 2024 | loss: 0.0311475 | val_loss: 0.0311556 | Time: 1463.7 ms [2022-04-01 11:06:44 main:574] : INFO : Epoch 2025 | loss: 0.0311472 | val_loss: 0.0311554 | Time: 1482.07 ms [2022-04-01 11:06:45 main:574] : INFO : Epoch 2026 | loss: 0.0311449 | val_loss: 0.0311557 | Time: 1453.67 ms [2022-04-01 11:06:47 main:574] : INFO : Epoch 2027 | loss: 0.0311444 | val_loss: 0.0311566 | Time: 1558.05 ms [2022-04-01 11:06:49 main:574] : INFO : Epoch 2028 | loss: 0.0311434 | val_loss: 0.0311604 | Time: 1532.58 ms [2022-04-01 11:06:50 main:574] : INFO : Epoch 2029 | loss: 0.0311415 | val_loss: 0.0311584 | Time: 1529.04 ms [2022-04-01 11:06:52 main:574] : INFO : Epoch 2030 | loss: 0.0311414 | val_loss: 0.0311581 | Time: 1513.85 ms [2022-04-01 11:06:53 main:574] : INFO : Epoch 2031 | loss: 0.0311405 | val_loss: 0.0311556 | Time: 1513.03 ms [2022-04-01 11:06:55 main:574] : INFO : Epoch 2032 | loss: 0.0311395 | val_loss: 0.0311602 | Time: 1491.5 ms [2022-04-01 11:06:56 main:574] : INFO : Epoch 2033 | loss: 0.0311397 | val_loss: 0.0311591 | Time: 1392.6 ms [2022-04-01 11:06:57 main:574] : INFO : Epoch 2034 | loss: 0.0311399 | val_loss: 0.0311581 | Time: 1442.74 ms [2022-04-01 11:06:59 main:574] : INFO : Epoch 2035 | loss: 0.0311394 | val_loss: 0.0311622 | Time: 1442.72 ms [2022-04-01 11:07:00 main:574] : INFO : Epoch 2036 | loss: 0.0311417 | val_loss: 0.0311632 | Time: 1493.19 ms [2022-04-01 11:07:02 main:574] : INFO : Epoch 2037 | loss: 0.031142 | val_loss: 0.0311576 | Time: 1507.53 ms [2022-04-01 11:07:03 main:574] : INFO : Epoch 2038 | loss: 0.031141 | val_loss: 0.0311569 | Time: 1462.82 ms [2022-04-01 11:07:05 main:574] : INFO : Epoch 2039 | loss: 0.0311425 | val_loss: 0.0311665 | Time: 1428.26 ms [2022-04-01 11:07:06 main:574] : INFO : Epoch 2040 | loss: 0.0311421 | val_loss: 0.0311594 | Time: 1458.02 ms [2022-04-01 11:07:08 main:574] : INFO : Epoch 2041 | loss: 0.0311376 | val_loss: 0.0311586 | Time: 1446.36 ms [2022-04-01 11:07:09 main:574] : INFO : Epoch 2042 | loss: 0.0311382 | val_loss: 0.0311566 | Time: 1443.34 ms [2022-04-01 11:07:11 main:574] : INFO : Epoch 2043 | loss: 0.0311375 | val_loss: 0.0311559 | Time: 1527.75 ms [2022-04-01 11:07:12 main:574] : INFO : Epoch 2044 | loss: 0.031141 | val_loss: 0.0311593 | Time: 1437.21 ms [2022-04-01 11:07:14 main:574] : INFO : Epoch 2045 | loss: 0.0311399 | val_loss: 0.0311575 | Time: 1463.52 ms [2022-04-01 11:07:15 main:574] : INFO : Epoch 2046 | loss: 0.0311379 | val_loss: 0.0311552 | Time: 1470.48 ms [2022-04-01 11:07:17 main:574] : INFO : Epoch 2047 | loss: 0.031137 | val_loss: 0.0311658 | Time: 1500.71 ms [2022-04-01 11:07:18 main:574] : INFO : Epoch 2048 | loss: 0.0311384 | val_loss: 0.0311579 | Time: 1455.67 ms [2022-04-01 11:07:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311579 [2022-04-01 11:07:18 main:603] : INFO : Saving end state to config to file [2022-04-01 11:07:18 main:608] : INFO : Success, exiting.. 11:07:18 (214480): 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)