Task 14554147
| Name | ParityModified-1647040293-5670-2-0_1 |
| Workunit | 11019928 |
| Created | 9 Apr 2022, 18:14:51 UTC |
| Sent | 9 Apr 2022, 19:16:58 UTC |
| Report deadline | 17 Apr 2022, 19:16:58 UTC |
| Received | 10 Apr 2022, 1:56:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 45 min 31 sec |
| CPU time | 44 min 17 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311005 | val_loss: 0.0311389 | Time: 1255.05 ms
[2022-04-10 09:45:12 main:574] : INFO : Epoch 1543 | loss: 0.0311 | val_loss: 0.0311443 | Time: 1305.01 ms
[2022-04-10 09:45:14 main:574] : INFO : Epoch 1544 | loss: 0.0310991 | val_loss: 0.0311444 | Time: 1338.72 ms
[2022-04-10 09:45:15 main:574] : INFO : Epoch 1545 | loss: 0.0310956 | val_loss: 0.0311481 | Time: 1335.27 ms
[2022-04-10 09:45:16 main:574] : INFO : Epoch 1546 | loss: 0.0311068 | val_loss: 0.0311439 | Time: 1298.52 ms
[2022-04-10 09:45:17 main:574] : INFO : Epoch 1547 | loss: 0.0311073 | val_loss: 0.0311452 | Time: 1294.56 ms
[2022-04-10 09:45:19 main:574] : INFO : Epoch 1548 | loss: 0.0311085 | val_loss: 0.0311433 | Time: 1335.4 ms
[2022-04-10 09:45:20 main:574] : INFO : Epoch 1549 | loss: 0.0311036 | val_loss: 0.0311421 | Time: 1305.89 ms
[2022-04-10 09:45:21 main:574] : INFO : Epoch 1550 | loss: 0.0311047 | val_loss: 0.0311487 | Time: 1282.77 ms
[2022-04-10 09:45:23 main:574] : INFO : Epoch 1551 | loss: 0.0311021 | val_loss: 0.0311484 | Time: 1259.84 ms
[2022-04-10 09:45:24 main:574] : INFO : Epoch 1552 | loss: 0.0311014 | val_loss: 0.0311449 | Time: 1270.99 ms
[2022-04-10 09:45:25 main:574] : INFO : Epoch 1553 | loss: 0.0311024 | val_loss: 0.0311507 | Time: 1249.9 ms
[2022-04-10 09:45:27 main:574] : INFO : Epoch 1554 | loss: 0.0311015 | val_loss: 0.0311448 | Time: 1312.99 ms
[2022-04-10 09:45:28 main:574] : INFO : Epoch 1555 | loss: 0.0310995 | val_loss: 0.0311491 | Time: 1301.78 ms
[2022-04-10 09:45:29 main:574] : INFO : Epoch 1556 | loss: 0.0310987 | val_loss: 0.0311409 | Time: 1257.43 ms
[2022-04-10 09:45:30 main:574] : INFO : Epoch 1557 | loss: 0.031097 | val_loss: 0.0311414 | Time: 1227.36 ms
[2022-04-10 09:45:32 main:574] : INFO : Epoch 1558 | loss: 0.0310979 | val_loss: 0.0311386 | Time: 1299.74 ms
[2022-04-10 09:45:33 main:574] : INFO : Epoch 1559 | loss: 0.0310956 | val_loss: 0.0311403 | Time: 1330.33 ms
[2022-04-10 09:45:34 main:574] : INFO : Epoch 1560 | loss: 0.0310965 | val_loss: 0.0311463 | Time: 1349.35 ms
[2022-04-10 09:45:36 main:574] : INFO : Epoch 1561 | loss: 0.0310964 | val_loss: 0.0311462 | Time: 1312.63 ms
[2022-04-10 09:45:37 main:574] : INFO : Epoch 1562 | loss: 0.0310986 | val_loss: 0.0311412 | Time: 1292.74 ms
[2022-04-10 09:45:38 main:574] : INFO : Epoch 1563 | loss: 0.0310989 | val_loss: 0.0311427 | Time: 1342.04 ms
[2022-04-10 09:45:40 main:574] : INFO : Epoch 1564 | loss: 0.0310969 | val_loss: 0.0311438 | Time: 1323.64 ms
[2022-04-10 09:45:41 main:574] : INFO : Epoch 1565 | loss: 0.031116 | val_loss: 0.0311458 | Time: 1266.9 ms
[2022-04-10 09:45:42 main:574] : INFO : Epoch 1566 | loss: 0.0311301 | val_loss: 0.0311424 | Time: 1282.66 ms
[2022-04-10 09:45:44 main:574] : INFO : Epoch 1567 | loss: 0.0311232 | val_loss: 0.0311399 | Time: 1279.76 ms
[2022-04-10 09:45:45 main:574] : INFO : Epoch 1568 | loss: 0.0311189 | val_loss: 0.0311416 | Time: 1284.34 ms
[2022-04-10 09:45:46 main:574] : INFO : Epoch 1569 | loss: 0.0311164 | val_loss: 0.0311445 | Time: 1273.54 ms
[2022-04-10 09:45:48 main:574] : INFO : Epoch 1570 | loss: 0.0311161 | val_loss: 0.0311419 | Time: 1312.48 ms
[2022-04-10 09:45:49 main:574] : INFO : Epoch 1571 | loss: 0.0311139 | val_loss: 0.0311385 | Time: 1257.35 ms
[2022-04-10 09:45:50 main:574] : INFO : Epoch 1572 | loss: 0.0311116 | val_loss: 0.0311437 | Time: 1303.83 ms
[2022-04-10 09:45:51 main:574] : INFO : Epoch 1573 | loss: 0.0311102 | val_loss: 0.0311432 | Time: 1269.8 ms
[2022-04-10 09:45:53 main:574] : INFO : Epoch 1574 | loss: 0.0311074 | val_loss: 0.0311467 | Time: 1214.72 ms
[2022-04-10 09:45:54 main:574] : INFO : Epoch 1575 | loss: 0.0311068 | val_loss: 0.0311434 | Time: 1366.79 ms
[2022-04-10 09:45:55 main:574] : INFO : Epoch 1576 | loss: 0.031106 | val_loss: 0.0311439 | Time: 1280.92 ms
[2022-04-10 09:45:57 main:574] : INFO : Epoch 1577 | loss: 0.0311051 | val_loss: 0.0311493 | Time: 1377.92 ms
[2022-04-10 09:45:58 main:574] : INFO : Epoch 1578 | loss: 0.0311045 | val_loss: 0.0311538 | Time: 1260.79 ms
[2022-04-10 09:45:59 main:574] : INFO : Epoch 1579 | loss: 0.0311048 | val_loss: 0.0311458 | Time: 1313.93 ms
[2022-04-10 09:46:01 main:574] : INFO : Epoch 1580 | loss: 0.0311039 | val_loss: 0.0311458 | Time: 1298.57 ms
[2022-04-10 09:46:02 main:574] : INFO : Epoch 1581 | loss: 0.0311047 | val_loss: 0.0311514 | Time: 1267.81 ms
[2022-04-10 09:46:03 main:574] : INFO : Epoch 1582 | loss: 0.0311073 | val_loss: 0.0311529 | Time: 1331.86 ms
[2022-04-10 09:46:05 main:574] : INFO : Epoch 1583 | loss: 0.0311079 | val_loss: 0.0311503 | Time: 1311.92 ms
[2022-04-10 09:46:06 main:574] : INFO : Epoch 1584 | loss: 0.0311071 | val_loss: 0.0311524 | Time: 1262.42 ms
[2022-04-10 09:46:07 main:574] : INFO : Epoch 1585 | loss: 0.0311049 | val_loss: 0.0311484 | Time: 1294.03 ms
[2022-04-10 09:46:08 main:574] : INFO : Epoch 1586 | loss: 0.0311073 | val_loss: 0.031148 | Time: 1224.74 ms
[2022-04-10 09:46:10 main:574] : INFO : Epoch 1587 | loss: 0.0311074 | val_loss: 0.0311487 | Time: 1247.12 ms
[2022-04-10 09:46:11 main:574] : INFO : Epoch 1588 | loss: 0.0311045 | val_loss: 0.0311544 | Time: 1289.9 ms
[2022-04-10 09:46:12 main:574] : INFO : Epoch 1589 | loss: 0.0311076 | val_loss: 0.0311508 | Time: 1300.48 ms
[2022-04-10 09:46:14 main:574] : INFO : Epoch 1590 | loss: 0.0311124 | val_loss: 0.0311523 | Time: 1302 ms
[2022-04-10 09:46:15 main:574] : INFO : Epoch 1591 | loss: 0.0311084 | val_loss: 0.0311552 | Time: 1299.35 ms
[2022-04-10 09:46:16 main:574] : INFO : Epoch 1592 | loss: 0.0311061 | val_loss: 0.0311488 | Time: 1323.22 ms
[2022-04-10 09:46:18 main:574] : INFO : Epoch 1593 | loss: 0.0311045 | val_loss: 0.0311498 | Time: 1267.49 ms
[2022-04-10 09:46:19 main:574] : INFO : Epoch 1594 | loss: 0.031107 | val_loss: 0.0311505 | Time: 1241.13 ms
[2022-04-10 09:46:20 main:574] : INFO : Epoch 1595 | loss: 0.0311005 | val_loss: 0.031149 | Time: 1250.11 ms
[2022-04-10 09:46:21 main:574] : INFO : Epoch 1596 | loss: 0.0311004 | val_loss: 0.0311467 | Time: 1305.5 ms
[2022-04-10 09:46:23 main:574] : INFO : Epoch 1597 | loss: 0.0310991 | val_loss: 0.0311495 | Time: 1287.04 ms
[2022-04-10 09:46:24 main:574] : INFO : Epoch 1598 | loss: 0.0310999 | val_loss: 0.0311498 | Time: 1353 ms
[2022-04-10 09:46:25 main:574] : INFO : Epoch 1599 | loss: 0.0311003 | val_loss: 0.0311531 | Time: 1296.7 ms
[2022-04-10 09:46:27 main:574] : INFO : Epoch 1600 | loss: 0.0311085 | val_loss: 0.0311462 | Time: 1290.17 ms
[2022-04-10 09:46:28 main:574] : INFO : Epoch 1601 | loss: 0.03111 | val_loss: 0.031147 | Time: 1217.83 ms
[2022-04-10 09:46:29 main:574] : INFO : Epoch 1602 | loss: 0.031122 | val_loss: 0.0311498 | Time: 1313.54 ms
[2022-04-10 09:46:31 main:574] : INFO : Epoch 1603 | loss: 0.0311203 | val_loss: 0.0311496 | Time: 1371.1 ms
[2022-04-10 09:46:32 main:574] : INFO : Epoch 1604 | loss: 0.0311164 | val_loss: 0.0311519 | Time: 1239.43 ms
[2022-04-10 09:46:33 main:574] : INFO : Epoch 1605 | loss: 0.031112 | val_loss: 0.0311525 | Time: 1314.46 ms
[2022-04-10 09:46:34 main:574] : INFO : Epoch 1606 | loss: 0.0311096 | val_loss: 0.0311555 | Time: 1234.78 ms
[2022-04-10 09:46:36 main:574] : INFO : Epoch 1607 | loss: 0.0311104 | val_loss: 0.0311605 | Time: 1301.33 ms
[2022-04-10 09:46:37 main:574] : INFO : Epoch 1608 | loss: 0.0311058 | val_loss: 0.0311571 | Time: 1336.32 ms
[2022-04-10 09:46:38 main:574] : INFO : Epoch 1609 | loss: 0.0311056 | val_loss: 0.031156 | Time: 1362.54 ms
[2022-04-10 09:46:40 main:574] : INFO : Epoch 1610 | loss: 0.0311016 | val_loss: 0.0311515 | Time: 1275.22 ms
[2022-04-10 09:46:41 main:574] : INFO : Epoch 1611 | loss: 0.031101 | val_loss: 0.0311515 | Time: 1330.45 ms
[2022-04-10 09:46:42 main:574] : INFO : Epoch 1612 | loss: 0.0311021 | val_loss: 0.0311538 | Time: 1340.34 ms
[2022-04-10 09:46:44 main:574] : INFO : Epoch 1613 | loss: 0.0311029 | val_loss: 0.0311528 | Time: 1325.34 ms
[2022-04-10 09:46:45 main:574] : INFO : Epoch 1614 | loss: 0.0311074 | val_loss: 0.0311439 | Time: 1371.1 ms
[2022-04-10 09:46:46 main:574] : INFO : Epoch 1615 | loss: 0.0311044 | val_loss: 0.031153 | Time: 1281.47 ms
[2022-04-10 09:46:48 main:574] : INFO : Epoch 1616 | loss: 0.0311023 | val_loss: 0.0311521 | Time: 1325.8 ms
[2022-04-10 09:46:49 main:574] : INFO : Epoch 1617 | loss: 0.0311043 | val_loss: 0.0311518 | Time: 1336.32 ms
[2022-04-10 09:46:50 main:574] : INFO : Epoch 1618 | loss: 0.0311036 | val_loss: 0.0311578 | Time: 1307.24 ms
[2022-04-10 09:46:52 main:574] : INFO : Epoch 1619 | loss: 0.0311008 | val_loss: 0.0311495 | Time: 1301.85 ms
[2022-04-10 09:46:53 main:574] : INFO : Epoch 1620 | loss: 0.0310999 | val_loss: 0.0311536 | Time: 1276.16 ms
[2022-04-10 09:46:54 main:574] : INFO : Epoch 1621 | loss: 0.0310976 | val_loss: 0.0311467 | Time: 1308.86 ms
[2022-04-10 09:46:56 main:574] : INFO : Epoch 1622 | loss: 0.0310985 | val_loss: 0.0311533 | Time: 1362.17 ms
[2022-04-10 09:46:57 main:574] : INFO : Epoch 1623 | loss: 0.0311022 | val_loss: 0.0311439 | Time: 1307.78 ms
[2022-04-10 09:46:58 main:574] : INFO : Epoch 1624 | loss: 0.0310992 | val_loss: 0.0311495 | Time: 1300.99 ms
[2022-04-10 09:47:00 main:574] : INFO : Epoch 1625 | loss: 0.0310994 | val_loss: 0.031149 | Time: 1297.48 ms
[2022-04-10 09:47:01 main:574] : INFO : Epoch 1626 | loss: 0.0310965 | val_loss: 0.0311508 | Time: 1345.09 ms
[2022-04-10 09:47:02 main:574] : INFO : Epoch 1627 | loss: 0.0310966 | val_loss: 0.0311457 | Time: 1210.14 ms
[2022-04-10 09:47:04 main:574] : INFO : Epoch 1628 | loss: 0.0310956 | val_loss: 0.0311485 | Time: 1261.16 ms
[2022-04-10 09:47:05 main:574] : INFO : Epoch 1629 | loss: 0.0310951 | val_loss: 0.031145 | Time: 1286.17 ms
[2022-04-10 09:47:06 main:574] : INFO : Epoch 1630 | loss: 0.0310965 | val_loss: 0.0311471 | Time: 1285.12 ms
[2022-04-10 09:47:08 main:574] : INFO : Epoch 1631 | loss: 0.0310939 | val_loss: 0.0311477 | Time: 1340.55 ms
[2022-04-10 09:47:09 main:574] : INFO : Epoch 1632 | loss: 0.0310944 | val_loss: 0.0311506 | Time: 1272.16 ms
[2022-04-10 09:47:10 main:574] : INFO : Epoch 1633 | loss: 0.0310921 | val_loss: 0.0311502 | Time: 1302.38 ms
[2022-04-10 09:47:11 main:574] : INFO : Epoch 1634 | loss: 0.0310922 | val_loss: 0.0311495 | Time: 1300.16 ms
[2022-04-10 09:47:13 main:574] : INFO : Epoch 1635 | loss: 0.0310913 | val_loss: 0.0311531 | Time: 1351.08 ms
[2022-04-10 09:47:14 main:574] : INFO : Epoch 1636 | loss: 0.0310919 | val_loss: 0.0311493 | Time: 1241.81 ms
[2022-04-10 09:47:15 main:574] : INFO : Epoch 1637 | loss: 0.0310923 | val_loss: 0.0311539 | Time: 1291.09 ms
[2022-04-10 09:47:17 main:574] : INFO : Epoch 1638 | loss: 0.0310908 | val_loss: 0.0311541 | Time: 1332.9 ms
[2022-04-10 09:47:18 main:574] : INFO : Epoch 1639 | loss: 0.0310913 | val_loss: 0.0311539 | Time: 1242.55 ms
[2022-04-10 09:47:19 main:574] : INFO : Epoch 1640 | loss: 0.0310935 | val_loss: 0.0311517 | Time: 1351.72 ms
[2022-04-10 09:47:21 main:574] : INFO : Epoch 1641 | loss: 0.0310942 | val_loss: 0.0311534 | Time: 1342.84 ms
[2022-04-10 09:47:22 main:574] : INFO : Epoch 1642 | loss: 0.0311143 | val_loss: 0.0311495 | Time: 1270.35 ms
[2022-04-10 09:47:23 main:574] : INFO : Epoch 1643 | loss: 0.0311124 | val_loss: 0.0311489 | Time: 1337.21 ms
[2022-04-10 09:47:25 main:574] : INFO : Epoch 1644 | loss: 0.0311065 | val_loss: 0.0311486 | Time: 1293.01 ms
[2022-04-10 09:47:26 main:574] : INFO : Epoch 1645 | loss: 0.0311022 | val_loss: 0.0311538 | Time: 1283.45 ms
[2022-04-10 09:47:27 main:574] : INFO : Epoch 1646 | loss: 0.0311005 | val_loss: 0.0311478 | Time: 1290.01 ms
[2022-04-10 09:47:29 main:574] : INFO : Epoch 1647 | loss: 0.0311006 | val_loss: 0.0311467 | Time: 1326.98 ms
[2022-04-10 09:47:30 main:574] : INFO : Epoch 1648 | loss: 0.0310977 | val_loss: 0.0311502 | Time: 1255.77 ms
[2022-04-10 09:47:31 main:574] : INFO : Epoch 1649 | loss: 0.0310959 | val_loss: 0.0311558 | Time: 1233.22 ms
[2022-04-10 09:47:33 main:574] : INFO : Epoch 1650 | loss: 0.0310944 | val_loss: 0.0311452 | Time: 1440.94 ms
[2022-04-10 09:47:34 main:574] : INFO : Epoch 1651 | loss: 0.0310945 | val_loss: 0.0311579 | Time: 1290.2 ms
[2022-04-10 09:47:35 main:574] : INFO : Epoch 1652 | loss: 0.0311049 | val_loss: 0.0311459 | Time: 1286.31 ms
[2022-04-10 09:47:36 main:574] : INFO : Epoch 1653 | loss: 0.0311045 | val_loss: 0.0311465 | Time: 1332.08 ms
[2022-04-10 09:47:38 main:574] : INFO : Epoch 1654 | loss: 0.0311012 | val_loss: 0.0311532 | Time: 1299.06 ms
[2022-04-10 09:47:39 main:574] : INFO : Epoch 1655 | loss: 0.0310995 | val_loss: 0.0311485 | Time: 1279.99 ms
[2022-04-10 09:47:40 main:574] : INFO : Epoch 1656 | loss: 0.0310976 | val_loss: 0.0311508 | Time: 1336.43 ms
[2022-04-10 09:47:42 main:574] : INFO : Epoch 1657 | loss: 0.0310974 | val_loss: 0.0311502 | Time: 1295.74 ms
[2022-04-10 09:47:43 main:574] : INFO : Epoch 1658 | loss: 0.0310971 | val_loss: 0.0311476 | Time: 1282.7 ms
[2022-04-10 09:47:44 main:574] : INFO : Epoch 1659 | loss: 0.0310948 | val_loss: 0.0311521 | Time: 1282.14 ms
[2022-04-10 09:47:46 main:574] : INFO : Epoch 1660 | loss: 0.031093 | val_loss: 0.0311468 | Time: 1298.37 ms
[2022-04-10 09:47:47 main:574] : INFO : Epoch 1661 | loss: 0.0310946 | val_loss: 0.0311501 | Time: 1380.69 ms
[2022-04-10 09:47:48 main:574] : INFO : Epoch 1662 | loss: 0.0310987 | val_loss: 0.0311479 | Time: 1353.99 ms
[2022-04-10 09:47:50 main:574] : INFO : Epoch 1663 | loss: 0.0311094 | val_loss: 0.0311444 | Time: 1331.23 ms
[2022-04-10 09:47:51 main:574] : INFO : Epoch 1664 | loss: 0.0311117 | val_loss: 0.0311531 | Time: 1304.61 ms
[2022-04-10 09:47:52 main:574] : INFO : Epoch 1665 | loss: 0.0311074 | val_loss: 0.0311469 | Time: 1314.71 ms
[2022-04-10 09:47:54 main:574] : INFO : Epoch 1666 | loss: 0.0311032 | val_loss: 0.0311496 | Time: 1212.57 ms
[2022-04-10 09:47:55 main:574] : INFO : Epoch 1667 | loss: 0.0311022 | val_loss: 0.0311472 | Time: 1322.8 ms
[2022-04-10 09:47:56 main:574] : INFO : Epoch 1668 | loss: 0.0311074 | val_loss: 0.0311428 | Time: 1421.39 ms
[2022-04-10 09:47:58 main:574] : INFO : Epoch 1669 | loss: 0.031111 | val_loss: 0.0311424 | Time: 1343.96 ms
[2022-04-10 09:47:59 main:574] : INFO : Epoch 1670 | loss: 0.0311083 | val_loss: 0.0311396 | Time: 1322.95 ms
[2022-04-10 09:48:00 main:574] : INFO : Epoch 1671 | loss: 0.0311038 | val_loss: 0.0311507 | Time: 1314.2 ms
[2022-04-10 09:48:02 main:574] : INFO : Epoch 1672 | loss: 0.0311005 | val_loss: 0.0311458 | Time: 1275.29 ms
[2022-04-10 09:48:03 main:574] : INFO : Epoch 1673 | loss: 0.031101 | val_loss: 0.0311494 | Time: 1259.2 ms
[2022-04-10 09:48:04 main:574] : INFO : Epoch 1674 | loss: 0.0311028 | val_loss: 0.031144 | Time: 1264.35 ms
[2022-04-10 09:48:06 main:574] : INFO : Epoch 1675 | loss: 0.0310969 | val_loss: 0.0311474 | Time: 1262.95 ms
[2022-04-10 09:48:07 main:574] : INFO : Epoch 1676 | loss: 0.0310967 | val_loss: 0.0311494 | Time: 1294.65 ms
[2022-04-10 09:48:08 main:574] : INFO : Epoch 1677 | loss: 0.0311009 | val_loss: 0.0311489 | Time: 1266.91 ms
[2022-04-10 09:48:09 main:574] : INFO : Epoch 1678 | loss: 0.0310983 | val_loss: 0.0311488 | Time: 1359.2 ms
[2022-04-10 09:48:11 main:574] : INFO : Epoch 1679 | loss: 0.0310949 | val_loss: 0.031146 | Time: 1290.53 ms
[2022-04-10 09:48:12 main:574] : INFO : Epoch 1680 | loss: 0.0310979 | val_loss: 0.0311567 | Time: 1350.45 ms
[2022-04-10 09:48:13 main:574] : INFO : Epoch 1681 | loss: 0.0311011 | val_loss: 0.0311492 | Time: 1256.69 ms
[2022-04-10 09:48:15 main:574] : INFO : Epoch 1682 | loss: 0.0310945 | val_loss: 0.0311441 | Time: 1289.01 ms
[2022-04-10 09:48:16 main:574] : INFO : Epoch 1683 | loss: 0.031097 | val_loss: 0.0311468 | Time: 1318.56 ms
[2022-04-10 09:48:17 main:574] : INFO : Epoch 1684 | loss: 0.0310969 | val_loss: 0.0311389 | Time: 1316.61 ms
[2022-04-10 09:48:19 main:574] : INFO : Epoch 1685 | loss: 0.0310947 | val_loss: 0.0311408 | Time: 1320.46 ms
[2022-04-10 09:48:20 main:574] : INFO : Epoch 1686 | loss: 0.0310965 | val_loss: 0.0311398 | Time: 1317.5 ms
[2022-04-10 09:48:21 main:574] : INFO : Epoch 1687 | loss: 0.0310959 | val_loss: 0.0311397 | Time: 1190.43 ms
[2022-04-10 09:48:23 main:574] : INFO : Epoch 1688 | loss: 0.0310965 | val_loss: 0.0311491 | Time: 1428.48 ms
[2022-04-10 09:48:24 main:574] : INFO : Epoch 1689 | loss: 0.031098 | val_loss: 0.0311432 | Time: 1388.18 ms
[2022-04-10 09:48:25 main:574] : INFO : Epoch 1690 | loss: 0.0310959 | val_loss: 0.0311391 | Time: 1380.29 ms
[2022-04-10 09:48:27 main:574] : INFO : Epoch 1691 | loss: 0.0310963 | val_loss: 0.0311382 | Time: 1235.2 ms
[2022-04-10 09:48:28 main:574] : INFO : Epoch 1692 | loss: 0.0310933 | val_loss: 0.0311481 | Time: 1310.75 ms
[2022-04-10 09:48:29 main:574] : INFO : Epoch 1693 | loss: 0.0310913 | val_loss: 0.0311398 | Time: 1261.04 ms
[2022-04-10 09:48:31 main:574] : INFO : Epoch 1694 | loss: 0.0310903 | val_loss: 0.0311392 | Time: 1296.02 ms
[2022-04-10 09:48:32 main:574] : INFO : Epoch 1695 | loss: 0.0310885 | val_loss: 0.0311462 | Time: 1255.59 ms
[2022-04-10 09:48:33 main:574] : INFO : Epoch 1696 | loss: 0.0310896 | val_loss: 0.0311417 | Time: 1251.07 ms
[2022-04-10 09:48:34 main:574] : INFO : Epoch 1697 | loss: 0.0310942 | val_loss: 0.0311436 | Time: 1297.29 ms
[2022-04-10 09:48:36 main:574] : INFO : Epoch 1698 | loss: 0.0310959 | val_loss: 0.0311424 | Time: 1295.41 ms
[2022-04-10 09:48:37 main:574] : INFO : Epoch 1699 | loss: 0.031093 | val_loss: 0.031144 | Time: 1284.15 ms
[2022-04-10 09:48:38 main:574] : INFO : Epoch 1700 | loss: 0.0310898 | val_loss: 0.0311429 | Time: 1293.55 ms
[2022-04-10 09:48:40 main:574] : INFO : Epoch 1701 | loss: 0.0310877 | val_loss: 0.0311451 | Time: 1345.19 ms
[2022-04-10 09:48:41 main:574] : INFO : Epoch 1702 | loss: 0.0310882 | val_loss: 0.0311436 | Time: 1267.31 ms
[2022-04-10 09:48:42 main:574] : INFO : Epoch 1703 | loss: 0.03109 | val_loss: 0.0311474 | Time: 1287.72 ms
[2022-04-10 09:48:44 main:574] : INFO : Epoch 1704 | loss: 0.0310883 | val_loss: 0.0311444 | Time: 1280.4 ms
[2022-04-10 09:48:45 main:574] : INFO : Epoch 1705 | loss: 0.0310868 | val_loss: 0.0311526 | Time: 1299.61 ms
[2022-04-10 09:48:46 main:574] : INFO : Epoch 1706 | loss: 0.031096 | val_loss: 0.0311446 | Time: 1292.18 ms
[2022-04-10 09:48:48 main:574] : INFO : Epoch 1707 | loss: 0.0310997 | val_loss: 0.0311553 | Time: 1296.58 ms
[2022-04-10 09:48:49 main:574] : INFO : Epoch 1708 | loss: 0.0311069 | val_loss: 0.0311404 | Time: 1351.49 ms
[2022-04-10 09:48:50 main:574] : INFO : Epoch 1709 | loss: 0.031099 | val_loss: 0.0311546 | Time: 1325.73 ms
[2022-04-10 09:48:52 main:574] : INFO : Epoch 1710 | loss: 0.0310942 | val_loss: 0.031147 | Time: 1336.53 ms
[2022-04-10 09:48:53 main:574] : INFO : Epoch 1711 | loss: 0.0310953 | val_loss: 0.0311431 | Time: 1311.15 ms
[2022-04-10 09:48:54 main:574] : INFO : Epoch 1712 | loss: 0.0310977 | val_loss: 0.0311383 | Time: 1268.42 ms
[2022-04-10 09:48:56 main:574] : INFO : Epoch 1713 | loss: 0.0311008 | val_loss: 0.0311419 | Time: 1269.68 ms
[2022-04-10 09:48:57 main:574] : INFO : Epoch 1714 | loss: 0.0311015 | val_loss: 0.0311464 | Time: 1283 ms
[2022-04-10 09:48:58 main:574] : INFO : Epoch 1715 | loss: 0.0310985 | val_loss: 0.0311472 | Time: 1299.63 ms
[2022-04-10 09:48:59 main:574] : INFO : Epoch 1716 | loss: 0.031099 | val_loss: 0.031143 | Time: 1358.79 ms
[2022-04-10 09:49:01 main:574] : INFO : Epoch 1717 | loss: 0.0311025 | val_loss: 0.031139 | Time: 1329.22 ms
[2022-04-10 09:49:02 main:574] : INFO : Epoch 1718 | loss: 0.0310933 | val_loss: 0.031142 | Time: 1331.35 ms
[2022-04-10 09:49:03 main:574] : INFO : Epoch 1719 | loss: 0.0310911 | val_loss: 0.0311415 | Time: 1240.87 ms
[2022-04-10 09:49:05 main:574] : INFO : Epoch 1720 | loss: 0.0311016 | val_loss: 0.0311466 | Time: 1287.33 ms
[2022-04-10 09:49:06 main:574] : INFO : Epoch 1721 | loss: 0.0311036 | val_loss: 0.0311392 | Time: 1246.81 ms
[2022-04-10 09:49:07 main:574] : INFO : Epoch 1722 | loss: 0.0310958 | val_loss: 0.0311416 | Time: 1343.35 ms
[2022-04-10 09:49:09 main:574] : INFO : Epoch 1723 | loss: 0.0310938 | val_loss: 0.0311383 | Time: 1313.78 ms
[2022-04-10 09:49:10 main:574] : INFO : Epoch 1724 | loss: 0.0310927 | val_loss: 0.0311442 | Time: 1250.45 ms
[2022-04-10 09:49:11 main:574] : INFO : Epoch 1725 | loss: 0.031093 | val_loss: 0.0311451 | Time: 1287.52 ms
[2022-04-10 09:49:13 main:574] : INFO : Epoch 1726 | loss: 0.0311046 | val_loss: 0.0311551 | Time: 1250.95 ms
[2022-04-10 09:49:14 main:574] : INFO : Epoch 1727 | loss: 0.0311198 | val_loss: 0.0311497 | Time: 1264.37 ms
[2022-04-10 09:49:15 main:574] : INFO : Epoch 1728 | loss: 0.0311091 | val_loss: 0.031141 | Time: 1336.85 ms
[2022-04-10 09:49:16 main:574] : INFO : Epoch 1729 | loss: 0.0311001 | val_loss: 0.0311426 | Time: 1263.12 ms
[2022-04-10 09:49:18 main:574] : INFO : Epoch 1730 | loss: 0.0310991 | val_loss: 0.0311424 | Time: 1304.79 ms
[2022-04-10 09:49:19 main:574] : INFO : Epoch 1731 | loss: 0.0310982 | val_loss: 0.0311481 | Time: 1296.84 ms
[2022-04-10 09:49:20 main:574] : INFO : Epoch 1732 | loss: 0.0310972 | val_loss: 0.0311508 | Time: 1274.5 ms
[2022-04-10 09:49:22 main:574] : INFO : Epoch 1733 | loss: 0.0310986 | val_loss: 0.0311426 | Time: 1253.05 ms
[2022-04-10 09:49:23 main:574] : INFO : Epoch 1734 | loss: 0.0311049 | val_loss: 0.03114 | Time: 1322.65 ms
[2022-04-10 09:49:24 main:574] : INFO : Epoch 1735 | loss: 0.0311018 | val_loss: 0.0311424 | Time: 1349.84 ms
[2022-04-10 09:49:26 main:574] : INFO : Epoch 1736 | loss: 0.0310995 | val_loss: 0.0311466 | Time: 1328.18 ms
[2022-04-10 09:49:27 main:574] : INFO : Epoch 1737 | loss: 0.0310965 | val_loss: 0.0311477 | Time: 1265.1 ms
[2022-04-10 09:49:28 main:574] : INFO : Epoch 1738 | loss: 0.0310956 | val_loss: 0.0311492 | Time: 1309.11 ms
[2022-04-10 09:49:30 main:574] : INFO : Epoch 1739 | loss: 0.0310935 | val_loss: 0.0311479 | Time: 1332.43 ms
[2022-04-10 09:49:31 main:574] : INFO : Epoch 1740 | loss: 0.0310924 | val_loss: 0.0311485 | Time: 1433.9 ms
[2022-04-10 09:49:32 main:574] : INFO : Epoch 1741 | loss: 0.0310952 | val_loss: 0.0311423 | Time: 1298.87 ms
[2022-04-10 09:49:34 main:574] : INFO : Epoch 1742 | loss: 0.031092 | val_loss: 0.0311458 | Time: 1302.16 ms
[2022-04-10 09:49:35 main:574] : INFO : Epoch 1743 | loss: 0.0310954 | val_loss: 0.031153 | Time: 1336.63 ms
[2022-04-10 09:49:36 main:574] : INFO : Epoch 1744 | loss: 0.0310944 | val_loss: 0.0311545 | Time: 1352.63 ms
[2022-04-10 09:49:38 main:574] : INFO : Epoch 1745 | loss: 0.031093 | val_loss: 0.0311424 | Time: 1292.6 ms
[2022-04-10 09:49:39 main:574] : INFO : Epoch 1746 | loss: 0.0310936 | val_loss: 0.0311506 | Time: 1263.07 ms
[2022-04-10 09:49:40 main:574] : INFO : Epoch 1747 | loss: 0.0310912 | val_loss: 0.0311426 | Time: 1328.37 ms
[2022-04-10 09:49:42 main:574] : INFO : Epoch 1748 | loss: 0.0310949 | val_loss: 0.031148 | Time: 1349.83 ms
[2022-04-10 09:49:43 main:574] : INFO : Epoch 1749 | loss: 0.0310994 | val_loss: 0.0311453 | Time: 1304.81 ms
[2022-04-10 09:49:44 main:574] : INFO : Epoch 1750 | loss: 0.0310939 | val_loss: 0.0311481 | Time: 1368.34 ms
[2022-04-10 09:49:46 main:574] : INFO : Epoch 1751 | loss: 0.0310902 | val_loss: 0.031145 | Time: 1281.84 ms
[2022-04-10 09:49:47 main:574] : INFO : Epoch 1752 | loss: 0.0310961 | val_loss: 0.0311443 | Time: 1218.65 ms
[2022-04-10 09:49:48 main:574] : INFO : Epoch 1753 | loss: 0.0311002 | val_loss: 0.0311478 | Time: 1329.77 ms
[2022-04-10 09:49:50 main:574] : INFO : Epoch 1754 | loss: 0.0310979 | val_loss: 0.0311403 | Time: 1304.6 ms
[2022-04-10 09:49:51 main:574] : INFO : Epoch 1755 | loss: 0.0311024 | val_loss: 0.0311368 | Time: 1336.82 ms
[2022-04-10 09:49:52 main:574] : INFO : Epoch 1756 | loss: 0.0311005 | val_loss: 0.0311374 | Time: 1316.63 ms
[2022-04-10 09:49:54 main:574] : INFO : Epoch 1757 | loss: 0.0310961 | val_loss: 0.0311325 | Time: 1325.68 ms
[2022-04-10 09:49:55 main:574] : INFO : Epoch 1758 | loss: 0.0310946 | val_loss: 0.031137 | Time: 1360.3 ms
[2022-04-10 09:49:56 main:574] : INFO : Epoch 1759 | loss: 0.0310956 | val_loss: 0.0311321 | Time: 1336.24 ms
[2022-04-10 09:49:58 main:574] : INFO : Epoch 1760 | loss: 0.0310903 | val_loss: 0.0311412 | Time: 1283.94 ms
[2022-04-10 09:49:59 main:574] : INFO : Epoch 1761 | loss: 0.0310918 | val_loss: 0.0311343 | Time: 1392.54 ms
[2022-04-10 09:50:00 main:574] : INFO : Epoch 1762 | loss: 0.0310947 | val_loss: 0.0311331 | Time: 1355.41 ms
[2022-04-10 09:50:02 main:574] : INFO : Epoch 1763 | loss: 0.0310915 | val_loss: 0.031139 | Time: 1532.72 ms
[2022-04-10 09:50:03 main:574] : INFO : Epoch 1764 | loss: 0.0310917 | val_loss: 0.0311349 | Time: 1367.51 ms
[2022-04-10 09:50:05 main:574] : INFO : Epoch 1765 | loss: 0.0310906 | val_loss: 0.0311375 | Time: 1309.16 ms
[2022-04-10 09:50:06 main:574] : INFO : Epoch 1766 | loss: 0.0310927 | val_loss: 0.031136 | Time: 1373.62 ms
[2022-04-10 09:50:07 main:574] : INFO : Epoch 1767 | loss: 0.0310888 | val_loss: 0.0311327 | Time: 1454.01 ms
[2022-04-10 09:50:09 main:574] : INFO : Epoch 1768 | loss: 0.0310894 | val_loss: 0.031135 | Time: 1463.15 ms
[2022-04-10 09:50:10 main:574] : INFO : Epoch 1769 | loss: 0.0310871 | val_loss: 0.031137 | Time: 1421.62 ms
[2022-04-10 09:50:12 main:574] : INFO : Epoch 1770 | loss: 0.0310886 | val_loss: 0.0311469 | Time: 1542.46 ms
[2022-04-10 09:50:13 main:574] : INFO : Epoch 1771 | loss: 0.0310858 | val_loss: 0.0311475 | Time: 1511.56 ms
[2022-04-10 09:50:15 main:574] : INFO : Epoch 1772 | loss: 0.0310893 | val_loss: 0.0311397 | Time: 1585.24 ms
[2022-04-10 09:50:17 main:574] : INFO : Epoch 1773 | loss: 0.0310963 | val_loss: 0.0311498 | Time: 1497.15 ms
[2022-04-10 09:50:18 main:574] : INFO : Epoch 1774 | loss: 0.0310955 | val_loss: 0.0311434 | Time: 1428.24 ms
[2022-04-10 09:50:19 main:574] : INFO : Epoch 1775 | loss: 0.0310952 | val_loss: 0.03114 | Time: 1391.85 ms
[2022-04-10 09:50:21 main:574] : INFO : Epoch 1776 | loss: 0.0310915 | val_loss: 0.0311492 | Time: 1306.51 ms
[2022-04-10 09:50:22 main:574] : INFO : Epoch 1777 | loss: 0.0310911 | val_loss: 0.0311359 | Time: 1253.84 ms
[2022-04-10 09:50:23 main:574] : INFO : Epoch 1778 | loss: 0.0310862 | val_loss: 0.031136 | Time: 1380.95 ms
[2022-04-10 09:50:25 main:574] : INFO : Epoch 1779 | loss: 0.0310866 | val_loss: 0.0311393 | Time: 1490.16 ms
[2022-04-10 09:50:26 main:574] : INFO : Epoch 1780 | loss: 0.0310865 | val_loss: 0.0311376 | Time: 1476.34 ms
[2022-04-10 09:50:28 main:574] : INFO : Epoch 1781 | loss: 0.031083 | val_loss: 0.0311418 | Time: 1454.58 ms
[2022-04-10 09:50:29 main:574] : INFO : Epoch 1782 | loss: 0.0310825 | val_loss: 0.0311377 | Time: 1452.42 ms
[2022-04-10 09:50:31 main:574] : INFO : Epoch 1783 | loss: 0.0310817 | val_loss: 0.0311447 | Time: 1455.05 ms
[2022-04-10 09:50:32 main:574] : INFO : Epoch 1784 | loss: 0.0310853 | val_loss: 0.0311412 | Time: 1363.5 ms
[2022-04-10 09:50:34 main:574] : INFO : Epoch 1785 | loss: 0.0310897 | val_loss: 0.0311387 | Time: 1523.63 ms
[2022-04-10 09:50:35 main:574] : INFO : Epoch 1786 | loss: 0.0310901 | val_loss: 0.0311465 | Time: 1395.73 ms
[2022-04-10 09:50:37 main:574] : INFO : Epoch 1787 | loss: 0.0310929 | val_loss: 0.0311336 | Time: 1385.35 ms
[2022-04-10 09:50:38 main:574] : INFO : Epoch 1788 | loss: 0.0311009 | val_loss: 0.0311391 | Time: 1455.41 ms
[2022-04-10 09:50:39 main:574] : INFO : Epoch 1789 | loss: 0.0311148 | val_loss: 0.0311339 | Time: 1292.18 ms
[2022-04-10 09:50:41 main:574] : INFO : Epoch 1790 | loss: 0.0311091 | val_loss: 0.0311398 | Time: 1343.1 ms
[2022-04-10 09:50:42 main:574] : INFO : Epoch 1791 | loss: 0.031105 | val_loss: 0.0311333 | Time: 1283.65 ms
[2022-04-10 09:50:43 main:574] : INFO : Epoch 1792 | loss: 0.0311004 | val_loss: 0.0311388 | Time: 1274.62 ms
[2022-04-10 09:50:45 main:574] : INFO : Epoch 1793 | loss: 0.0311015 | val_loss: 0.0311439 | Time: 1203.97 ms
[2022-04-10 09:50:46 main:574] : INFO : Epoch 1794 | loss: 0.0310999 | val_loss: 0.0311423 | Time: 1260.8 ms
[2022-04-10 09:50:47 main:574] : INFO : Epoch 1795 | loss: 0.0311006 | val_loss: 0.0311502 | Time: 1254.32 ms
[2022-04-10 09:50:48 main:574] : INFO : Epoch 1796 | loss: 0.0310982 | val_loss: 0.0311453 | Time: 1254.48 ms
[2022-04-10 09:50:50 main:574] : INFO : Epoch 1797 | loss: 0.031099 | val_loss: 0.0311474 | Time: 1212.36 ms
[2022-04-10 09:50:51 main:574] : INFO : Epoch 1798 | loss: 0.0310935 | val_loss: 0.0311435 | Time: 1247.2 ms
[2022-04-10 09:50:52 main:574] : INFO : Epoch 1799 | loss: 0.0311013 | val_loss: 0.031138 | Time: 1304.28 ms
[2022-04-10 09:50:53 main:574] : INFO : Epoch 1800 | loss: 0.0311091 | val_loss: 0.0311397 | Time: 1258.62 ms
[2022-04-10 09:50:55 main:574] : INFO : Epoch 1801 | loss: 0.031105 | val_loss: 0.0311422 | Time: 1296.53 ms
[2022-04-10 09:50:56 main:574] : INFO : Epoch 1802 | loss: 0.0311038 | val_loss: 0.031141 | Time: 1296.76 ms
[2022-04-10 09:50:57 main:574] : INFO : Epoch 1803 | loss: 0.0311016 | val_loss: 0.0311406 | Time: 1221.31 ms
[2022-04-10 09:50:59 main:574] : INFO : Epoch 1804 | loss: 0.0311003 | val_loss: 0.0311367 | Time: 1251.15 ms
[2022-04-10 09:51:00 main:574] : INFO : Epoch 1805 | loss: 0.0310973 | val_loss: 0.0311335 | Time: 1321.79 ms
[2022-04-10 09:51:01 main:574] : INFO : Epoch 1806 | loss: 0.0310948 | val_loss: 0.0311439 | Time: 1376.46 ms
[2022-04-10 09:51:03 main:574] : INFO : Epoch 1807 | loss: 0.0310975 | val_loss: 0.0311347 | Time: 1356.16 ms
[2022-04-10 09:51:04 main:574] : INFO : Epoch 1808 | loss: 0.0310951 | val_loss: 0.0311444 | Time: 1277.76 ms
[2022-04-10 09:51:05 main:574] : INFO : Epoch 1809 | loss: 0.0310933 | val_loss: 0.031141 | Time: 1306.73 ms
[2022-04-10 09:51:07 main:574] : INFO : Epoch 1810 | loss: 0.0310927 | val_loss: 0.0311405 | Time: 1289.44 ms
[2022-04-10 09:51:08 main:574] : INFO : Epoch 1811 | loss: 0.0310902 | val_loss: 0.0311381 | Time: 1316.69 ms
[2022-04-10 09:51:09 main:574] : INFO : Epoch 1812 | loss: 0.0310925 | val_loss: 0.0311353 | Time: 1392.9 ms
[2022-04-10 09:51:11 main:574] : INFO : Epoch 1813 | loss: 0.031096 | val_loss: 0.0311386 | Time: 1307.57 ms
[2022-04-10 09:51:12 main:574] : INFO : Epoch 1814 | loss: 0.0310938 | val_loss: 0.0311333 | Time: 1274.92 ms
[2022-04-10 09:51:13 main:574] : INFO : Epoch 1815 | loss: 0.0310913 | val_loss: 0.0311446 | Time: 1239.1 ms
[2022-04-10 09:51:15 main:574] : INFO : Epoch 1816 | loss: 0.0310933 | val_loss: 0.0311391 | Time: 1278.54 ms
[2022-04-10 09:51:16 main:574] : INFO : Epoch 1817 | loss: 0.0310907 | val_loss: 0.031139 | Time: 1300.51 ms
[2022-04-10 09:51:17 main:574] : INFO : Epoch 1818 | loss: 0.0310909 | val_loss: 0.031142 | Time: 1383.98 ms
[2022-04-10 09:51:19 main:574] : INFO : Epoch 1819 | loss: 0.0310919 | val_loss: 0.031139 | Time: 1278.31 ms
[2022-04-10 09:51:20 main:574] : INFO : Epoch 1820 | loss: 0.0310907 | val_loss: 0.0311532 | Time: 1253.32 ms
[2022-04-10 09:51:21 main:574] : INFO : Epoch 1821 | loss: 0.0310933 | val_loss: 0.0311461 | Time: 1274.14 ms
[2022-04-10 09:51:22 main:574] : INFO : Epoch 1822 | loss: 0.0310909 | val_loss: 0.0311506 | Time: 1203.82 ms
[2022-04-10 09:51:24 main:574] : INFO : Epoch 1823 | loss: 0.0310921 | val_loss: 0.0311448 | Time: 1283.1 ms
[2022-04-10 09:51:25 main:574] : INFO : Epoch 1824 | loss: 0.031092 | val_loss: 0.0311421 | Time: 1293.82 ms
[2022-04-10 09:51:26 main:574] : INFO : Epoch 1825 | loss: 0.0310941 | val_loss: 0.0311432 | Time: 1232.68 ms
[2022-04-10 09:51:28 main:574] : INFO : Epoch 1826 | loss: 0.0310913 | val_loss: 0.0311483 | Time: 1341.47 ms
[2022-04-10 09:51:29 main:574] : INFO : Epoch 1827 | loss: 0.0310953 | val_loss: 0.0311484 | Time: 1377.17 ms
[2022-04-10 09:51:30 main:574] : INFO : Epoch 1828 | loss: 0.0310988 | val_loss: 0.0311417 | Time: 1411.83 ms
[2022-04-10 09:51:32 main:574] : INFO : Epoch 1829 | loss: 0.0310941 | val_loss: 0.0311468 | Time: 1381.52 ms
[2022-04-10 09:51:33 main:574] : INFO : Epoch 1830 | loss: 0.0310944 | val_loss: 0.0311446 | Time: 1423.26 ms
[2022-04-10 09:51:35 main:574] : INFO : Epoch 1831 | loss: 0.0310966 | val_loss: 0.031156 | Time: 1337.54 ms
[2022-04-10 09:51:36 main:574] : INFO : Epoch 1832 | loss: 0.0310977 | val_loss: 0.0311423 | Time: 1298.64 ms
[2022-04-10 09:51:37 main:574] : INFO : Epoch 1833 | loss: 0.0310954 | val_loss: 0.0311466 | Time: 1281.98 ms
[2022-04-10 09:51:39 main:574] : INFO : Epoch 1834 | loss: 0.0310935 | val_loss: 0.0311408 | Time: 1291.23 ms
[2022-04-10 09:51:40 main:574] : INFO : Epoch 1835 | loss: 0.0310937 | val_loss: 0.0311446 | Time: 1312.79 ms
[2022-04-10 09:51:41 main:574] : INFO : Epoch 1836 | loss: 0.0310943 | val_loss: 0.0311435 | Time: 1423.31 ms
[2022-04-10 09:51:43 main:574] : INFO : Epoch 1837 | loss: 0.03112 | val_loss: 0.0311416 | Time: 1381.68 ms
[2022-04-10 09:51:44 main:574] : INFO : Epoch 1838 | loss: 0.0311204 | val_loss: 0.0311457 | Time: 1404.08 ms
[2022-04-10 09:51:45 main:574] : INFO : Epoch 1839 | loss: 0.0311161 | val_loss: 0.0311399 | Time: 1382.65 ms
[2022-04-10 09:51:47 main:574] : INFO : Epoch 1840 | loss: 0.0311161 | val_loss: 0.0311518 | Time: 1290.34 ms
[2022-04-10 09:51:48 main:574] : INFO : Epoch 1841 | loss: 0.0311173 | val_loss: 0.0311466 | Time: 1227.91 ms
[2022-04-10 09:51:49 main:574] : INFO : Epoch 1842 | loss: 0.0311169 | val_loss: 0.0311432 | Time: 1273.5 ms
[2022-04-10 09:51:51 main:574] : INFO : Epoch 1843 | loss: 0.0311177 | val_loss: 0.0311515 | Time: 1303.84 ms
[2022-04-10 09:51:52 main:574] : INFO : Epoch 1844 | loss: 0.0311114 | val_loss: 0.0311456 | Time: 1274.4 ms
[2022-04-10 09:51:53 main:574] : INFO : Epoch 1845 | loss: 0.0311077 | val_loss: 0.0311461 | Time: 1255.18 ms
[2022-04-10 09:51:55 main:574] : INFO : Epoch 1846 | loss: 0.0311073 | val_loss: 0.0311531 | Time: 1332.61 ms
[2022-04-10 09:51:56 main:574] : INFO : Epoch 1847 | loss: 0.031107 | val_loss: 0.0311422 | Time: 1282.96 ms
[2022-04-10 09:51:57 main:574] : INFO : Epoch 1848 | loss: 0.031103 | val_loss: 0.0311433 | Time: 1312.48 ms
[2022-04-10 09:51:58 main:574] : INFO : Epoch 1849 | loss: 0.0311022 | val_loss: 0.0311402 | Time: 1274.26 ms
[2022-04-10 09:52:00 main:574] : INFO : Epoch 1850 | loss: 0.0311028 | val_loss: 0.0311483 | Time: 1381.51 ms
[2022-04-10 09:52:01 main:574] : INFO : Epoch 1851 | loss: 0.031109 | val_loss: 0.0311488 | Time: 1252.86 ms
[2022-04-10 09:52:02 main:574] : INFO : Epoch 1852 | loss: 0.0311076 | val_loss: 0.0311462 | Time: 1277.09 ms
[2022-04-10 09:52:04 main:574] : INFO : Epoch 1853 | loss: 0.0311101 | val_loss: 0.0311479 | Time: 1357.79 ms
[2022-04-10 09:52:05 main:574] : INFO : Epoch 1854 | loss: 0.0311114 | val_loss: 0.0311467 | Time: 1316.84 ms
[2022-04-10 09:52:06 main:574] : INFO : Epoch 1855 | loss: 0.0311103 | val_loss: 0.0311446 | Time: 1313.68 ms
[2022-04-10 09:52:08 main:574] : INFO : Epoch 1856 | loss: 0.0311093 | val_loss: 0.0311424 | Time: 1292.56 ms
[2022-04-10 09:52:09 main:574] : INFO : Epoch 1857 | loss: 0.0311096 | val_loss: 0.0311464 | Time: 1290.83 ms
[2022-04-10 09:52:11 main:574] : INFO : Epoch 1858 | loss: 0.0311158 | val_loss: 0.0311454 | Time: 1407.39 ms
[2022-04-10 09:52:12 main:574] : INFO : Epoch 1859 | loss: 0.0311154 | val_loss: 0.0311437 | Time: 1299.13 ms
[2022-04-10 09:52:13 main:574] : INFO : Epoch 1860 | loss: 0.031112 | val_loss: 0.0311408 | Time: 1291.16 ms
[2022-04-10 09:52:14 main:574] : INFO : Epoch 1861 | loss: 0.0311115 | val_loss: 0.0311427 | Time: 1300.75 ms
[2022-04-10 09:52:16 main:574] : INFO : Epoch 1862 | loss: 0.0311101 | val_loss: 0.0311413 | Time: 1283.47 ms
[2022-04-10 09:52:17 main:574] : INFO : Epoch 1863 | loss: 0.031112 | val_loss: 0.0311506 | Time: 1346.47 ms
[2022-04-10 09:52:18 main:574] : INFO : Epoch 1864 | loss: 0.0311129 | val_loss: 0.0311448 | Time: 1293.46 ms
[2022-04-10 09:52:20 main:574] : INFO : Epoch 1865 | loss: 0.0311093 | val_loss: 0.0311509 | Time: 1265.24 ms
[2022-04-10 09:52:21 main:574] : INFO : Epoch 1866 | loss: 0.0311078 | val_loss: 0.031144 | Time: 1263.84 ms
[2022-04-10 09:52:22 main:574] : INFO : Epoch 1867 | loss: 0.0311096 | val_loss: 0.0311408 | Time: 1344.73 ms
[2022-04-10 09:52:24 main:574] : INFO : Epoch 1868 | loss: 0.0311079 | val_loss: 0.0311519 | Time: 1252.2 ms
[2022-04-10 09:52:25 main:574] : INFO : Epoch 1869 | loss: 0.031105 | val_loss: 0.0311451 | Time: 1298.88 ms
[2022-04-10 09:52:26 main:574] : INFO : Epoch 1870 | loss: 0.0311128 | val_loss: 0.0311487 | Time: 1231.02 ms
[2022-04-10 09:52:27 main:574] : INFO : Epoch 1871 | loss: 0.0311117 | val_loss: 0.0311428 | Time: 1273.88 ms
[2022-04-10 09:52:29 main:574] : INFO : Epoch 1872 | loss: 0.0311054 | val_loss: 0.031142 | Time: 1315.27 ms
[2022-04-10 09:52:30 main:574] : INFO : Epoch 1873 | loss: 0.0311017 | val_loss: 0.0311436 | Time: 1340.88 ms
[2022-04-10 09:52:31 main:574] : INFO : Epoch 1874 | loss: 0.0311009 | val_loss: 0.0311391 | Time: 1292.25 ms
[2022-04-10 09:52:33 main:574] : INFO : Epoch 1875 | loss: 0.0311026 | val_loss: 0.0311409 | Time: 1287.82 ms
[2022-04-10 09:52:34 main:574] : INFO : Epoch 1876 | loss: 0.0310995 | val_loss: 0.0311425 | Time: 1316.46 ms
[2022-04-10 09:52:36 main:574] : INFO : Epoch 1877 | loss: 0.0311012 | val_loss: 0.0311461 | Time: 1382.85 ms
[2022-04-10 09:52:37 main:574] : INFO : Epoch 1878 | loss: 0.0311114 | val_loss: 0.0311497 | Time: 1314.13 ms
[2022-04-10 09:52:38 main:574] : INFO : Epoch 1879 | loss: 0.031117 | val_loss: 0.031148 | Time: 1312.54 ms
[2022-04-10 09:52:40 main:574] : INFO : Epoch 1880 | loss: 0.031114 | val_loss: 0.0311468 | Time: 1307.89 ms
[2022-04-10 09:52:41 main:574] : INFO : Epoch 1881 | loss: 0.0311131 | val_loss: 0.0311537 | Time: 1263.4 ms
[2022-04-10 09:52:42 main:574] : INFO : Epoch 1882 | loss: 0.0311155 | val_loss: 0.031152 | Time: 1350.66 ms
[2022-04-10 09:52:44 main:574] : INFO : Epoch 1883 | loss: 0.0311126 | val_loss: 0.0311456 | Time: 1425.95 ms
[2022-04-10 09:52:45 main:574] : INFO : Epoch 1884 | loss: 0.0311103 | val_loss: 0.03115 | Time: 1228.21 ms
[2022-04-10 09:52:46 main:574] : INFO : Epoch 1885 | loss: 0.0311094 | val_loss: 0.0311445 | Time: 1279.73 ms
[2022-04-10 09:52:47 main:574] : INFO : Epoch 1886 | loss: 0.0311057 | val_loss: 0.0311474 | Time: 1240.57 ms
[2022-04-10 09:52:49 main:574] : INFO : Epoch 1887 | loss: 0.0311037 | val_loss: 0.0311489 | Time: 1303.91 ms
[2022-04-10 09:52:50 main:574] : INFO : Epoch 1888 | loss: 0.0311004 | val_loss: 0.0311501 | Time: 1305.03 ms
[2022-04-10 09:52:51 main:574] : INFO : Epoch 1889 | loss: 0.0311012 | val_loss: 0.0311462 | Time: 1266.78 ms
[2022-04-10 09:52:53 main:574] : INFO : Epoch 1890 | loss: 0.0311087 | val_loss: 0.0311431 | Time: 1323.94 ms
[2022-04-10 09:52:54 main:574] : INFO : Epoch 1891 | loss: 0.0311074 | val_loss: 0.0311482 | Time: 1312.9 ms
[2022-04-10 09:52:55 main:574] : INFO : Epoch 1892 | loss: 0.0311039 | val_loss: 0.0311465 | Time: 1308.72 ms
[2022-04-10 09:52:57 main:574] : INFO : Epoch 1893 | loss: 0.0311023 | val_loss: 0.0311453 | Time: 1312.7 ms
[2022-04-10 09:52:58 main:574] : INFO : Epoch 1894 | loss: 0.0311005 | val_loss: 0.0311519 | Time: 1220.05 ms
[2022-04-10 09:52:59 main:574] : INFO : Epoch 1895 | loss: 0.0311009 | val_loss: 0.0311474 | Time: 1317.61 ms
[2022-04-10 09:53:01 main:574] : INFO : Epoch 1896 | loss: 0.0311018 | val_loss: 0.0311538 | Time: 1325.83 ms
[2022-04-10 09:53:02 main:574] : INFO : Epoch 1897 | loss: 0.031101 | val_loss: 0.0311544 | Time: 1219.48 ms
[2022-04-10 09:53:03 main:574] : INFO : Epoch 1898 | loss: 0.0311029 | val_loss: 0.03115 | Time: 1234.02 ms
[2022-04-10 09:53:04 main:574] : INFO : Epoch 1899 | loss: 0.0310995 | val_loss: 0.0311468 | Time: 1346.95 ms
[2022-04-10 09:53:06 main:574] : INFO : Epoch 1900 | loss: 0.0310988 | val_loss: 0.0311508 | Time: 1215.23 ms
[2022-04-10 09:53:07 main:574] : INFO : Epoch 1901 | loss: 0.0310995 | val_loss: 0.0311468 | Time: 1245.17 ms
[2022-04-10 09:53:08 main:574] : INFO : Epoch 1902 | loss: 0.0310984 | val_loss: 0.0311515 | Time: 1282.34 ms
[2022-04-10 09:53:10 main:574] : INFO : Epoch 1903 | loss: 0.0310979 | val_loss: 0.0311487 | Time: 1361.31 ms
[2022-04-10 09:53:11 main:574] : INFO : Epoch 1904 | loss: 0.0310942 | val_loss: 0.0311434 | Time: 1282.98 ms
[2022-04-10 09:53:12 main:574] : INFO : Epoch 1905 | loss: 0.0310929 | val_loss: 0.0311455 | Time: 1259.86 ms
[2022-04-10 09:53:13 main:574] : INFO : Epoch 1906 | loss: 0.0310932 | val_loss: 0.0311457 | Time: 1271.92 ms
[2022-04-10 09:53:15 main:574] : INFO : Epoch 1907 | loss: 0.0310975 | val_loss: 0.0311398 | Time: 1333.19 ms
[2022-04-10 09:53:16 main:574] : INFO : Epoch 1908 | loss: 0.031095 | val_loss: 0.0311426 | Time: 1302.49 ms
[2022-04-10 09:53:17 main:574] : INFO : Epoch 1909 | loss: 0.0310928 | val_loss: 0.0311362 | Time: 1290.37 ms
[2022-04-10 09:53:19 main:574] : INFO : Epoch 1910 | loss: 0.0310929 | val_loss: 0.0311394 | Time: 1284.33 ms
[2022-04-10 09:53:20 main:574] : INFO : Epoch 1911 | loss: 0.0310919 | val_loss: 0.0311409 | Time: 1307.94 ms
[2022-04-10 09:53:21 main:574] : INFO : Epoch 1912 | loss: 0.0310909 | val_loss: 0.0311411 | Time: 1325.77 ms
[2022-04-10 09:53:23 main:574] : INFO : Epoch 1913 | loss: 0.031094 | val_loss: 0.0311444 | Time: 1277.86 ms
[2022-04-10 09:53:24 main:574] : INFO : Epoch 1914 | loss: 0.0310931 | val_loss: 0.0311394 | Time: 1290.26 ms
[2022-04-10 09:53:25 main:574] : INFO : Epoch 1915 | loss: 0.0310912 | val_loss: 0.031141 | Time: 1302.14 ms
[2022-04-10 09:53:27 main:574] : INFO : Epoch 1916 | loss: 0.0310927 | val_loss: 0.0311388 | Time: 1288.43 ms
[2022-04-10 09:53:28 main:574] : INFO : Epoch 1917 | loss: 0.0310964 | val_loss: 0.0311451 | Time: 1283.7 ms
[2022-04-10 09:53:29 main:574] : INFO : Epoch 1918 | loss: 0.0310898 | val_loss: 0.0311413 | Time: 1346.36 ms
[2022-04-10 09:53:31 main:574] : INFO : Epoch 1919 | loss: 0.031092 | val_loss: 0.0311431 | Time: 1323.2 ms
[2022-04-10 09:53:32 main:574] : INFO : Epoch 1920 | loss: 0.0310922 | val_loss: 0.0311458 | Time: 1473.98 ms
[2022-04-10 09:53:34 main:574] : INFO : Epoch 1921 | loss: 0.0310921 | val_loss: 0.0311414 | Time: 1467.33 ms
[2022-04-10 09:53:35 main:574] : INFO : Epoch 1922 | loss: 0.0310955 | val_loss: 0.0311419 | Time: 1262.31 ms
[2022-04-10 09:53:36 main:574] : INFO : Epoch 1923 | loss: 0.0311012 | val_loss: 0.0311405 | Time: 1297.38 ms
[2022-04-10 09:53:38 main:574] : INFO : Epoch 1924 | loss: 0.0310958 | val_loss: 0.0311444 | Time: 1302.15 ms
[2022-04-10 09:53:39 main:574] : INFO : Epoch 1925 | loss: 0.0310979 | val_loss: 0.0311458 | Time: 1241.08 ms
[2022-04-10 09:53:40 main:574] : INFO : Epoch 1926 | loss: 0.0310991 | val_loss: 0.0311502 | Time: 1304.56 ms
[2022-04-10 09:53:41 main:574] : INFO : Epoch 1927 | loss: 0.0310967 | val_loss: 0.0311474 | Time: 1326.39 ms
[2022-04-10 09:53:43 main:574] : INFO : Epoch 1928 | loss: 0.0310961 | val_loss: 0.0311414 | Time: 1340.86 ms
[2022-04-10 09:53:44 main:574] : INFO : Epoch 1929 | loss: 0.031103 | val_loss: 0.0311492 | Time: 1302.3 ms
[2022-04-10 09:53:45 main:574] : INFO : Epoch 1930 | loss: 0.0311006 | val_loss: 0.0311561 | Time: 1272.28 ms
[2022-04-10 09:53:47 main:574] : INFO : Epoch 1931 | loss: 0.0311072 | val_loss: 0.0311468 | Time: 1305.18 ms
[2022-04-10 09:53:48 main:574] : INFO : Epoch 1932 | loss: 0.0311063 | val_loss: 0.0311483 | Time: 1301.13 ms
[2022-04-10 09:53:49 main:574] : INFO : Epoch 1933 | loss: 0.0311043 | val_loss: 0.0311523 | Time: 1289.91 ms
[2022-04-10 09:53:51 main:574] : INFO : Epoch 1934 | loss: 0.0311015 | val_loss: 0.0311474 | Time: 1277.35 ms
[2022-04-10 09:53:52 main:574] : INFO : Epoch 1935 | loss: 0.0310976 | val_loss: 0.0311513 | Time: 1376.31 ms
[2022-04-10 09:53:53 main:574] : INFO : Epoch 1936 | loss: 0.0310981 | val_loss: 0.0311412 | Time: 1342.11 ms
[2022-04-10 09:53:55 main:574] : INFO : Epoch 1937 | loss: 0.0311009 | val_loss: 0.0311498 | Time: 1332.67 ms
[2022-04-10 09:53:56 main:574] : INFO : Epoch 1938 | loss: 0.0311002 | val_loss: 0.0311469 | Time: 1320.93 ms
[2022-04-10 09:53:57 main:574] : INFO : Epoch 1939 | loss: 0.0311011 | val_loss: 0.0311446 | Time: 1289.15 ms
[2022-04-10 09:53:59 main:574] : INFO : Epoch 1940 | loss: 0.0310998 | val_loss: 0.0311505 | Time: 1325.42 ms
[2022-04-10 09:54:00 main:574] : INFO : Epoch 1941 | loss: 0.0310981 | val_loss: 0.0311454 | Time: 1278.21 ms
[2022-04-10 09:54:01 main:574] : INFO : Epoch 1942 | loss: 0.0310996 | val_loss: 0.03115 | Time: 1425.32 ms
[2022-04-10 09:54:03 main:574] : INFO : Epoch 1943 | loss: 0.0311033 | val_loss: 0.0311492 | Time: 1262.46 ms
[2022-04-10 09:54:04 main:574] : INFO : Epoch 1944 | loss: 0.0311018 | val_loss: 0.0311532 | Time: 1208.7 ms
[2022-04-10 09:54:05 main:574] : INFO : Epoch 1945 | loss: 0.0310998 | val_loss: 0.031148 | Time: 1315.06 ms
[2022-04-10 09:54:07 main:574] : INFO : Epoch 1946 | loss: 0.0310976 | val_loss: 0.0311511 | Time: 1296.33 ms
[2022-04-10 09:54:08 main:574] : INFO : Epoch 1947 | loss: 0.0311068 | val_loss: 0.0311513 | Time: 1269.57 ms
[2022-04-10 09:54:09 main:574] : INFO : Epoch 1948 | loss: 0.031109 | val_loss: 0.0311474 | Time: 1348.39 ms
[2022-04-10 09:54:11 main:574] : INFO : Epoch 1949 | loss: 0.0311046 | val_loss: 0.0311512 | Time: 1336.25 ms
[2022-04-10 09:54:12 main:574] : INFO : Epoch 1950 | loss: 0.0311027 | val_loss: 0.0311502 | Time: 1284.97 ms
[2022-04-10 09:54:13 main:574] : INFO : Epoch 1951 | loss: 0.031104 | val_loss: 0.0311469 | Time: 1290.38 ms
[2022-04-10 09:54:15 main:574] : INFO : Epoch 1952 | loss: 0.0311077 | val_loss: 0.0311553 | Time: 1340.66 ms
[2022-04-10 09:54:16 main:574] : INFO : Epoch 1953 | loss: 0.0311025 | val_loss: 0.0311462 | Time: 1307.01 ms
[2022-04-10 09:54:17 main:574] : INFO : Epoch 1954 | loss: 0.0310994 | val_loss: 0.0311431 | Time: 1268.36 ms
[2022-04-10 09:54:18 main:574] : INFO : Epoch 1955 | loss: 0.031106 | val_loss: 0.031143 | Time: 1243.37 ms
[2022-04-10 09:54:20 main:574] : INFO : Epoch 1956 | loss: 0.0311059 | val_loss: 0.0311385 | Time: 1233.29 ms
[2022-04-10 09:54:21 main:574] : INFO : Epoch 1957 | loss: 0.0311055 | val_loss: 0.0311386 | Time: 1230.54 ms
[2022-04-10 09:54:22 main:574] : INFO : Epoch 1958 | loss: 0.0311035 | val_loss: 0.0311434 | Time: 1397.45 ms
[2022-04-10 09:54:24 main:574] : INFO : Epoch 1959 | loss: 0.0311093 | val_loss: 0.0311442 | Time: 1268.96 ms
[2022-04-10 09:54:25 main:574] : INFO : Epoch 1960 | loss: 0.0311074 | val_loss: 0.0311436 | Time: 1246.27 ms
[2022-04-10 09:54:26 main:574] : INFO : Epoch 1961 | loss: 0.0311046 | val_loss: 0.0311372 | Time: 1404.18 ms
[2022-04-10 09:54:28 main:574] : INFO : Epoch 1962 | loss: 0.0311029 | val_loss: 0.0311439 | Time: 1344.15 ms
[2022-04-10 09:54:29 main:574] : INFO : Epoch 1963 | loss: 0.0311017 | val_loss: 0.0311438 | Time: 1337.86 ms
[2022-04-10 09:54:30 main:574] : INFO : Epoch 1964 | loss: 0.0311028 | val_loss: 0.0311443 | Time: 1300.98 ms
[2022-04-10 09:54:32 main:574] : INFO : Epoch 1965 | loss: 0.0311023 | val_loss: 0.031145 | Time: 1284.44 ms
[2022-04-10 09:54:33 main:574] : INFO : Epoch 1966 | loss: 0.0311026 | val_loss: 0.0311411 | Time: 1271.13 ms
[2022-04-10 09:54:34 main:574] : INFO : Epoch 1967 | loss: 0.0310994 | val_loss: 0.0311416 | Time: 1380.15 ms
[2022-04-10 09:54:36 main:574] : INFO : Epoch 1968 | loss: 0.031097 | val_loss: 0.0311385 | Time: 1301.1 ms
[2022-04-10 09:54:37 main:574] : INFO : Epoch 1969 | loss: 0.0310983 | val_loss: 0.0311358 | Time: 1294.84 ms
[2022-04-10 09:54:38 main:574] : INFO : Epoch 1970 | loss: 0.0310993 | val_loss: 0.0311414 | Time: 1333.24 ms
[2022-04-10 09:54:40 main:574] : INFO : Epoch 1971 | loss: 0.0310985 | val_loss: 0.0311393 | Time: 1324.4 ms
[2022-04-10 09:54:41 main:574] : INFO : Epoch 1972 | loss: 0.0311001 | val_loss: 0.0311405 | Time: 1302.51 ms
[2022-04-10 09:54:42 main:574] : INFO : Epoch 1973 | loss: 0.031102 | val_loss: 0.031142 | Time: 1282.98 ms
[2022-04-10 09:54:44 main:574] : INFO : Epoch 1974 | loss: 0.0311011 | val_loss: 0.0311447 | Time: 1322.47 ms
[2022-04-10 09:54:45 main:574] : INFO : Epoch 1975 | loss: 0.0311035 | val_loss: 0.0311518 | Time: 1275.32 ms
[2022-04-10 09:54:46 main:574] : INFO : Epoch 1976 | loss: 0.0311055 | val_loss: 0.0311395 | Time: 1248.59 ms
[2022-04-10 09:54:48 main:574] : INFO : Epoch 1977 | loss: 0.0311017 | val_loss: 0.031138 | Time: 1294.67 ms
[2022-04-10 09:54:49 main:574] : INFO : Epoch 1978 | loss: 0.0311058 | val_loss: 0.0311433 | Time: 1333.25 ms
[2022-04-10 09:54:50 main:574] : INFO : Epoch 1979 | loss: 0.0311092 | val_loss: 0.0311429 | Time: 1306.58 ms
[2022-04-10 09:54:52 main:574] : INFO : Epoch 1980 | loss: 0.0311075 | val_loss: 0.0311513 | Time: 1327.83 ms
[2022-04-10 09:54:53 main:574] : INFO : Epoch 1981 | loss: 0.031108 | val_loss: 0.0311467 | Time: 1280.54 ms
[2022-04-10 09:54:54 main:574] : INFO : Epoch 1982 | loss: 0.0311047 | val_loss: 0.0311411 | Time: 1267.84 ms
[2022-04-10 09:54:55 main:574] : INFO : Epoch 1983 | loss: 0.0311032 | val_loss: 0.0311474 | Time: 1242.55 ms
[2022-04-10 09:54:57 main:574] : INFO : Epoch 1984 | loss: 0.0311017 | val_loss: 0.0311505 | Time: 1303.79 ms
[2022-04-10 09:54:58 main:574] : INFO : Epoch 1985 | loss: 0.031102 | val_loss: 0.0311463 | Time: 1323.72 ms
[2022-04-10 09:54:59 main:574] : INFO : Epoch 1986 | loss: 0.0310987 | val_loss: 0.0311438 | Time: 1216.53 ms
[2022-04-10 09:55:01 main:574] : INFO : Epoch 1987 | loss: 0.0310976 | val_loss: 0.0311496 | Time: 1293.05 ms
[2022-04-10 09:55:02 main:574] : INFO : Epoch 1988 | loss: 0.0310988 | val_loss: 0.0311454 | Time: 1316.67 ms
[2022-04-10 09:55:03 main:574] : INFO : Epoch 1989 | loss: 0.0310992 | val_loss: 0.0311497 | Time: 1377.82 ms
[2022-04-10 09:55:05 main:574] : INFO : Epoch 1990 | loss: 0.0310968 | val_loss: 0.0311451 | Time: 1327.81 ms
[2022-04-10 09:55:06 main:574] : INFO : Epoch 1991 | loss: 0.0310959 | val_loss: 0.0311475 | Time: 1326.7 ms
[2022-04-10 09:55:07 main:574] : INFO : Epoch 1992 | loss: 0.0310947 | val_loss: 0.031143 | Time: 1341.14 ms
[2022-04-10 09:55:09 main:574] : INFO : Epoch 1993 | loss: 0.0310932 | val_loss: 0.031148 | Time: 1325.83 ms
[2022-04-10 09:55:10 main:574] : INFO : Epoch 1994 | loss: 0.031095 | val_loss: 0.0311472 | Time: 1325.75 ms
[2022-04-10 09:55:11 main:574] : INFO : Epoch 1995 | loss: 0.0310961 | val_loss: 0.0311436 | Time: 1274.77 ms
[2022-04-10 09:55:13 main:574] : INFO : Epoch 1996 | loss: 0.0310945 | val_loss: 0.031148 | Time: 1239.5 ms
[2022-04-10 09:55:14 main:574] : INFO : Epoch 1997 | loss: 0.0310934 | val_loss: 0.0311449 | Time: 1415.26 ms
[2022-04-10 09:55:15 main:574] : INFO : Epoch 1998 | loss: 0.031092 | val_loss: 0.0311451 | Time: 1341.37 ms
[2022-04-10 09:55:17 main:574] : INFO : Epoch 1999 | loss: 0.0311053 | val_loss: 0.0311646 | Time: 1340.46 ms
[2022-04-10 09:55:18 main:574] : INFO : Epoch 2000 | loss: 0.0311258 | val_loss: 0.0311518 | Time: 1311.15 ms
[2022-04-10 09:55:19 main:574] : INFO : Epoch 2001 | loss: 0.0311301 | val_loss: 0.0311467 | Time: 1308.15 ms
[2022-04-10 09:55:21 main:574] : INFO : Epoch 2002 | loss: 0.0311271 | val_loss: 0.0311512 | Time: 1319.48 ms
[2022-04-10 09:55:22 main:574] : INFO : Epoch 2003 | loss: 0.0311531 | val_loss: 0.0311533 | Time: 1274.45 ms
[2022-04-10 09:55:23 main:574] : INFO : Epoch 2004 | loss: 0.0311524 | val_loss: 0.0311501 | Time: 1229.73 ms
[2022-04-10 09:55:25 main:574] : INFO : Epoch 2005 | loss: 0.0311469 | val_loss: 0.0311514 | Time: 1482.31 ms
[2022-04-10 09:55:26 main:574] : INFO : Epoch 2006 | loss: 0.0311446 | val_loss: 0.0311446 | Time: 1489.34 ms
[2022-04-10 09:55:28 main:574] : INFO : Epoch 2007 | loss: 0.0311393 | val_loss: 0.0311449 | Time: 1451.95 ms
[2022-04-10 09:55:29 main:574] : INFO : Epoch 2008 | loss: 0.0311352 | val_loss: 0.031147 | Time: 1410.7 ms
[2022-04-10 09:55:31 main:574] : INFO : Epoch 2009 | loss: 0.0311328 | val_loss: 0.0311438 | Time: 1510.34 ms
[2022-04-10 09:55:32 main:574] : INFO : Epoch 2010 | loss: 0.0311333 | val_loss: 0.0311479 | Time: 1384.76 ms
[2022-04-10 09:55:33 main:574] : INFO : Epoch 2011 | loss: 0.0311294 | val_loss: 0.0311426 | Time: 1370.04 ms
[2022-04-10 09:55:35 main:574] : INFO : Epoch 2012 | loss: 0.0311294 | val_loss: 0.0311439 | Time: 1392.19 ms
[2022-04-10 09:55:36 main:574] : INFO : Epoch 2013 | loss: 0.0311299 | val_loss: 0.0311478 | Time: 1358.05 ms
[2022-04-10 09:55:38 main:574] : INFO : Epoch 2014 | loss: 0.0311294 | val_loss: 0.0311435 | Time: 1392.57 ms
[2022-04-10 09:55:39 main:574] : INFO : Epoch 2015 | loss: 0.0311291 | val_loss: 0.0311479 | Time: 1409.81 ms
[2022-04-10 09:55:40 main:574] : INFO : Epoch 2016 | loss: 0.0311262 | val_loss: 0.0311443 | Time: 1354.29 ms
[2022-04-10 09:55:42 main:574] : INFO : Epoch 2017 | loss: 0.0311243 | val_loss: 0.0311411 | Time: 1523.66 ms
[2022-04-10 09:55:44 main:574] : INFO : Epoch 2018 | loss: 0.0311224 | val_loss: 0.0311468 | Time: 1501.59 ms
[2022-04-10 09:55:45 main:574] : INFO : Epoch 2019 | loss: 0.0311199 | val_loss: 0.0311454 | Time: 1492.33 ms
[2022-04-10 09:55:47 main:574] : INFO : Epoch 2020 | loss: 0.0311211 | val_loss: 0.0311439 | Time: 1525.85 ms
[2022-04-10 09:55:48 main:574] : INFO : Epoch 2021 | loss: 0.0311237 | val_loss: 0.0311431 | Time: 1436.34 ms
[2022-04-10 09:55:49 main:574] : INFO : Epoch 2022 | loss: 0.0311239 | val_loss: 0.0311416 | Time: 1404.12 ms
[2022-04-10 09:55:51 main:574] : INFO : Epoch 2023 | loss: 0.031123 | val_loss: 0.031138 | Time: 1370.27 ms
[2022-04-10 09:55:52 main:574] : INFO : Epoch 2024 | loss: 0.0311231 | val_loss: 0.0311401 | Time: 1456.28 ms
[2022-04-10 09:55:54 main:574] : INFO : Epoch 2025 | loss: 0.0311185 | val_loss: 0.0311415 | Time: 1369.18 ms
[2022-04-10 09:55:55 main:574] : INFO : Epoch 2026 | loss: 0.0311174 | val_loss: 0.0311414 | Time: 1390.32 ms
[2022-04-10 09:55:57 main:574] : INFO : Epoch 2027 | loss: 0.0311178 | val_loss: 0.0311402 | Time: 1493.26 ms
[2022-04-10 09:55:58 main:574] : INFO : Epoch 2028 | loss: 0.0311209 | val_loss: 0.0311394 | Time: 1443.16 ms
[2022-04-10 09:55:59 main:574] : INFO : Epoch 2029 | loss: 0.0311206 | val_loss: 0.0311394 | Time: 1401.02 ms
[2022-04-10 09:56:01 main:574] : INFO : Epoch 2030 | loss: 0.0311184 | val_loss: 0.0311353 | Time: 1460.67 ms
[2022-04-10 09:56:02 main:574] : INFO : Epoch 2031 | loss: 0.0311134 | val_loss: 0.0311403 | Time: 1450.17 ms
[2022-04-10 09:56:04 main:574] : INFO : Epoch 2032 | loss: 0.0311141 | val_loss: 0.0311347 | Time: 1505.12 ms
[2022-04-10 09:56:05 main:574] : INFO : Epoch 2033 | loss: 0.0311151 | val_loss: 0.0311392 | Time: 1377.92 ms
[2022-04-10 09:56:07 main:574] : INFO : Epoch 2034 | loss: 0.0311143 | val_loss: 0.0311377 | Time: 1311.96 ms
[2022-04-10 09:56:08 main:574] : INFO : Epoch 2035 | loss: 0.0311134 | val_loss: 0.0311435 | Time: 1528.94 ms
[2022-04-10 09:56:10 main:574] : INFO : Epoch 2036 | loss: 0.0311124 | val_loss: 0.0311375 | Time: 1534.47 ms
[2022-04-10 09:56:11 main:574] : INFO : Epoch 2037 | loss: 0.0311112 | val_loss: 0.0311389 | Time: 1375.96 ms
[2022-04-10 09:56:13 main:574] : INFO : Epoch 2038 | loss: 0.0311102 | val_loss: 0.0311387 | Time: 1418.99 ms
[2022-04-10 09:56:14 main:574] : INFO : Epoch 2039 | loss: 0.0311082 | val_loss: 0.0311418 | Time: 1412.35 ms
[2022-04-10 09:56:15 main:574] : INFO : Epoch 2040 | loss: 0.0311102 | val_loss: 0.0311372 | Time: 1455.25 ms
[2022-04-10 09:56:17 main:574] : INFO : Epoch 2041 | loss: 0.0311082 | val_loss: 0.0311352 | Time: 1483.75 ms
[2022-04-10 09:56:18 main:574] : INFO : Epoch 2042 | loss: 0.0311064 | val_loss: 0.0311438 | Time: 1455.12 ms
[2022-04-10 09:56:20 main:574] : INFO : Epoch 2043 | loss: 0.0311088 | val_loss: 0.0311402 | Time: 1379.49 ms
[2022-04-10 09:56:21 main:574] : INFO : Epoch 2044 | loss: 0.0311083 | val_loss: 0.0311389 | Time: 1431.92 ms
[2022-04-10 09:56:23 main:574] : INFO : Epoch 2045 | loss: 0.0311053 | val_loss: 0.0311419 | Time: 1505.06 ms
[2022-04-10 09:56:24 main:574] : INFO : Epoch 2046 | loss: 0.0311054 | val_loss: 0.0311353 | Time: 1429.66 ms
[2022-04-10 09:56:26 main:574] : INFO : Epoch 2047 | loss: 0.0311031 | val_loss: 0.031137 | Time: 1389.46 ms
[2022-04-10 09:56:27 main:574] : INFO : Epoch 2048 | loss: 0.0311011 | val_loss: 0.0311373 | Time: 1436.16 ms
[2022-04-10 09:56:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311373
[2022-04-10 09:56:27 main:603] : INFO : Saving end state to config to file
[2022-04-10 09:56:27 main:608] : INFO : Success, exiting..
09:56:27 (9916): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)