Task 14553945
| Name | ParityModified-1647044147-31140-3-0_0 |
| Workunit | 11576825 |
| Created | 9 Apr 2022, 17:52:19 UTC |
| Sent | 11 Apr 2022, 0:00:17 UTC |
| Report deadline | 19 Apr 2022, 0:00:17 UTC |
| Received | 11 Apr 2022, 18:18:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 41 sec |
| CPU time | 45 min 29 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> :17 main:574] : INFO : Epoch 1542 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1315.56 ms [2022-04-12 02:07:19 main:574] : INFO : Epoch 1543 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 1304.9 ms [2022-04-12 02:07:20 main:574] : INFO : Epoch 1544 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1333.32 ms [2022-04-12 02:07:21 main:574] : INFO : Epoch 1545 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1295.38 ms [2022-04-12 02:07:23 main:574] : INFO : Epoch 1546 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1289.88 ms [2022-04-12 02:07:24 main:574] : INFO : Epoch 1547 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1371.06 ms [2022-04-12 02:07:25 main:574] : INFO : Epoch 1548 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1310.46 ms [2022-04-12 02:07:27 main:574] : INFO : Epoch 1549 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1325.33 ms [2022-04-12 02:07:28 main:574] : INFO : Epoch 1550 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1334.07 ms [2022-04-12 02:07:30 main:574] : INFO : Epoch 1551 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1368.78 ms [2022-04-12 02:07:31 main:574] : INFO : Epoch 1552 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1258.98 ms [2022-04-12 02:07:32 main:574] : INFO : Epoch 1553 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1329.75 ms [2022-04-12 02:07:33 main:574] : INFO : Epoch 1554 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1290.89 ms [2022-04-12 02:07:35 main:574] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1328.44 ms [2022-04-12 02:07:36 main:574] : INFO : Epoch 1556 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 1315.57 ms [2022-04-12 02:07:37 main:574] : INFO : Epoch 1557 | loss: 0.0312515 | val_loss: 0.0312526 | Time: 1292.97 ms [2022-04-12 02:07:39 main:574] : INFO : Epoch 1558 | loss: 0.0312529 | val_loss: 0.0312548 | Time: 1286.42 ms [2022-04-12 02:07:40 main:574] : INFO : Epoch 1559 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1278.68 ms [2022-04-12 02:07:41 main:574] : INFO : Epoch 1560 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1298.9 ms [2022-04-12 02:07:43 main:574] : INFO : Epoch 1561 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1355.29 ms [2022-04-12 02:07:44 main:574] : INFO : Epoch 1562 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1328.23 ms [2022-04-12 02:07:45 main:574] : INFO : Epoch 1563 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1316.74 ms [2022-04-12 02:07:47 main:574] : INFO : Epoch 1564 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1279.43 ms [2022-04-12 02:07:48 main:574] : INFO : Epoch 1565 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1287.62 ms [2022-04-12 02:07:49 main:574] : INFO : Epoch 1566 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1299.5 ms [2022-04-12 02:07:51 main:574] : INFO : Epoch 1567 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1329.92 ms [2022-04-12 02:07:52 main:574] : INFO : Epoch 1568 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1338.92 ms [2022-04-12 02:07:53 main:574] : INFO : Epoch 1569 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1325.57 ms [2022-04-12 02:07:55 main:574] : INFO : Epoch 1570 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1281.34 ms [2022-04-12 02:07:56 main:574] : INFO : Epoch 1571 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1274.29 ms [2022-04-12 02:07:57 main:574] : INFO : Epoch 1572 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1265.05 ms [2022-04-12 02:07:59 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1307.15 ms [2022-04-12 02:08:00 main:574] : INFO : Epoch 1574 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1284.5 ms [2022-04-12 02:08:01 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1285.3 ms [2022-04-12 02:08:03 main:574] : INFO : Epoch 1576 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1308.21 ms [2022-04-12 02:08:04 main:574] : INFO : Epoch 1577 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1303.13 ms [2022-04-12 02:08:05 main:574] : INFO : Epoch 1578 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1388.79 ms [2022-04-12 02:08:07 main:574] : INFO : Epoch 1579 | loss: 0.0312499 | val_loss: 0.0312534 | Time: 1357.28 ms [2022-04-12 02:08:08 main:574] : INFO : Epoch 1580 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1226.16 ms [2022-04-12 02:08:09 main:574] : INFO : Epoch 1581 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 1295.41 ms [2022-04-12 02:08:10 main:574] : INFO : Epoch 1582 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1276.54 ms [2022-04-12 02:08:12 main:574] : INFO : Epoch 1583 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1276.22 ms [2022-04-12 02:08:13 main:574] : INFO : Epoch 1584 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1347.01 ms [2022-04-12 02:08:14 main:574] : INFO : Epoch 1585 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1250.05 ms [2022-04-12 02:08:16 main:574] : INFO : Epoch 1586 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1357.46 ms [2022-04-12 02:08:17 main:574] : INFO : Epoch 1587 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1250.12 ms [2022-04-12 02:08:18 main:574] : INFO : Epoch 1588 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1329.97 ms [2022-04-12 02:08:20 main:574] : INFO : Epoch 1589 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 1283.9 ms [2022-04-12 02:08:21 main:574] : INFO : Epoch 1590 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1359.03 ms [2022-04-12 02:08:22 main:574] : INFO : Epoch 1591 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1332.85 ms [2022-04-12 02:08:24 main:574] : INFO : Epoch 1592 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 1316.21 ms [2022-04-12 02:08:25 main:574] : INFO : Epoch 1593 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1314.34 ms [2022-04-12 02:08:26 main:574] : INFO : Epoch 1594 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1292.98 ms [2022-04-12 02:08:28 main:574] : INFO : Epoch 1595 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1336.93 ms [2022-04-12 02:08:29 main:574] : INFO : Epoch 1596 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1313.4 ms [2022-04-12 02:08:31 main:574] : INFO : Epoch 1597 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 1402.91 ms [2022-04-12 02:08:32 main:574] : INFO : Epoch 1598 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1304.77 ms [2022-04-12 02:08:33 main:574] : INFO : Epoch 1599 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1357.15 ms [2022-04-12 02:08:35 main:574] : INFO : Epoch 1600 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1400.31 ms [2022-04-12 02:08:36 main:574] : INFO : Epoch 1601 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1228.84 ms [2022-04-12 02:08:37 main:574] : INFO : Epoch 1602 | loss: 0.03125 | val_loss: 0.0312517 | Time: 1327.19 ms [2022-04-12 02:08:39 main:574] : INFO : Epoch 1603 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1393.16 ms [2022-04-12 02:08:40 main:574] : INFO : Epoch 1604 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 1327.53 ms [2022-04-12 02:08:41 main:574] : INFO : Epoch 1605 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1340.72 ms [2022-04-12 02:08:43 main:574] : INFO : Epoch 1606 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1312.31 ms [2022-04-12 02:08:44 main:574] : INFO : Epoch 1607 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1375.13 ms [2022-04-12 02:08:45 main:574] : INFO : Epoch 1608 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1263.13 ms [2022-04-12 02:08:47 main:574] : INFO : Epoch 1609 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1368.02 ms [2022-04-12 02:08:48 main:574] : INFO : Epoch 1610 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1353.4 ms [2022-04-12 02:08:49 main:574] : INFO : Epoch 1611 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1332.23 ms [2022-04-12 02:08:51 main:574] : INFO : Epoch 1612 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1365.46 ms [2022-04-12 02:08:52 main:574] : INFO : Epoch 1613 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1295.07 ms [2022-04-12 02:08:53 main:574] : INFO : Epoch 1614 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 1239.06 ms [2022-04-12 02:08:55 main:574] : INFO : Epoch 1615 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 1343.85 ms [2022-04-12 02:08:56 main:574] : INFO : Epoch 1616 | loss: 0.0312512 | val_loss: 0.0312536 | Time: 1284.12 ms [2022-04-12 02:08:57 main:574] : INFO : Epoch 1617 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 1341.3 ms [2022-04-12 02:08:59 main:574] : INFO : Epoch 1618 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1242.49 ms [2022-04-12 02:09:00 main:574] : INFO : Epoch 1619 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1342.42 ms [2022-04-12 02:09:01 main:574] : INFO : Epoch 1620 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 1295.2 ms [2022-04-12 02:09:03 main:574] : INFO : Epoch 1621 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1358.51 ms [2022-04-12 02:09:04 main:574] : INFO : Epoch 1622 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1340.7 ms [2022-04-12 02:09:06 main:574] : INFO : Epoch 1623 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1429.67 ms [2022-04-12 02:09:07 main:574] : INFO : Epoch 1624 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1451.95 ms [2022-04-12 02:09:08 main:574] : INFO : Epoch 1625 | loss: 0.0312505 | val_loss: 0.0312537 | Time: 1434.32 ms [2022-04-12 02:09:10 main:574] : INFO : Epoch 1626 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1341.33 ms [2022-04-12 02:09:11 main:574] : INFO : Epoch 1627 | loss: 0.0312502 | val_loss: 0.031252 | Time: 1460.12 ms [2022-04-12 02:09:13 main:574] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1338.33 ms [2022-04-12 02:09:14 main:574] : INFO : Epoch 1629 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1236.9 ms [2022-04-12 02:09:15 main:574] : INFO : Epoch 1630 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1268.03 ms [2022-04-12 02:09:16 main:574] : INFO : Epoch 1631 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1288.98 ms [2022-04-12 02:09:18 main:574] : INFO : Epoch 1632 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1331.69 ms [2022-04-12 02:09:19 main:574] : INFO : Epoch 1633 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1333.56 ms [2022-04-12 02:09:20 main:574] : INFO : Epoch 1634 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1255.59 ms [2022-04-12 02:09:22 main:574] : INFO : Epoch 1635 | loss: 0.03125 | val_loss: 0.031254 | Time: 1279.66 ms [2022-04-12 02:09:23 main:574] : INFO : Epoch 1636 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 1340.73 ms [2022-04-12 02:09:24 main:574] : INFO : Epoch 1637 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 1295.26 ms [2022-04-12 02:09:26 main:574] : INFO : Epoch 1638 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1313.91 ms [2022-04-12 02:09:27 main:574] : INFO : Epoch 1639 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1339 ms [2022-04-12 02:09:28 main:574] : INFO : Epoch 1640 | loss: 0.0312509 | val_loss: 0.0312523 | Time: 1351.46 ms [2022-04-12 02:09:30 main:574] : INFO : Epoch 1641 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1357.77 ms [2022-04-12 02:09:31 main:574] : INFO : Epoch 1642 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1361.3 ms [2022-04-12 02:09:33 main:574] : INFO : Epoch 1643 | loss: 0.031251 | val_loss: 0.031252 | Time: 1287.41 ms [2022-04-12 02:09:34 main:574] : INFO : Epoch 1644 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1324.67 ms [2022-04-12 02:09:35 main:574] : INFO : Epoch 1645 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1314.67 ms [2022-04-12 02:09:36 main:574] : INFO : Epoch 1646 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1269.16 ms [2022-04-12 02:09:38 main:574] : INFO : Epoch 1647 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1307.44 ms [2022-04-12 02:09:39 main:574] : INFO : Epoch 1648 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 1368.37 ms [2022-04-12 02:09:41 main:574] : INFO : Epoch 1649 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1386.93 ms [2022-04-12 02:09:42 main:574] : INFO : Epoch 1650 | loss: 0.0312498 | val_loss: 0.0312526 | Time: 1506 ms [2022-04-12 02:09:44 main:574] : INFO : Epoch 1651 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1472.51 ms [2022-04-12 02:09:45 main:574] : INFO : Epoch 1652 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 1369.38 ms [2022-04-12 02:09:46 main:574] : INFO : Epoch 1653 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1456.22 ms [2022-04-12 02:09:48 main:574] : INFO : Epoch 1654 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1366.57 ms [2022-04-12 02:09:49 main:574] : INFO : Epoch 1655 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1425.07 ms [2022-04-12 02:09:51 main:574] : INFO : Epoch 1656 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1435.89 ms [2022-04-12 02:09:52 main:574] : INFO : Epoch 1657 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1361.4 ms [2022-04-12 02:09:54 main:574] : INFO : Epoch 1658 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1376.11 ms [2022-04-12 02:09:55 main:574] : INFO : Epoch 1659 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1450.08 ms [2022-04-12 02:09:56 main:574] : INFO : Epoch 1660 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1384.02 ms [2022-04-12 02:09:58 main:574] : INFO : Epoch 1661 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1389.4 ms [2022-04-12 02:09:59 main:574] : INFO : Epoch 1662 | loss: 0.031251 | val_loss: 0.0312594 | Time: 1388.11 ms [2022-04-12 02:10:01 main:574] : INFO : Epoch 1663 | loss: 0.0312519 | val_loss: 0.0312523 | Time: 1457.31 ms [2022-04-12 02:10:02 main:574] : INFO : Epoch 1664 | loss: 0.0312509 | val_loss: 0.031252 | Time: 1436.47 ms [2022-04-12 02:10:04 main:574] : INFO : Epoch 1665 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1641.76 ms [2022-04-12 02:10:05 main:574] : INFO : Epoch 1666 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1593.88 ms [2022-04-12 02:10:07 main:574] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 1397.85 ms [2022-04-12 02:10:08 main:574] : INFO : Epoch 1668 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1527.9 ms [2022-04-12 02:10:10 main:574] : INFO : Epoch 1669 | loss: 0.0312504 | val_loss: 0.0312534 | Time: 1622.38 ms [2022-04-12 02:10:12 main:574] : INFO : Epoch 1670 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1645.81 ms [2022-04-12 02:10:13 main:574] : INFO : Epoch 1671 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1544.13 ms [2022-04-12 02:10:15 main:574] : INFO : Epoch 1672 | loss: 0.0312517 | val_loss: 0.0312529 | Time: 1475.95 ms [2022-04-12 02:10:16 main:574] : INFO : Epoch 1673 | loss: 0.0312528 | val_loss: 0.0312536 | Time: 1515.13 ms [2022-04-12 02:10:18 main:574] : INFO : Epoch 1674 | loss: 0.0312517 | val_loss: 0.0312523 | Time: 1566.68 ms [2022-04-12 02:10:19 main:574] : INFO : Epoch 1675 | loss: 0.0312515 | val_loss: 0.0312526 | Time: 1462.55 ms [2022-04-12 02:10:21 main:574] : INFO : Epoch 1676 | loss: 0.0312515 | val_loss: 0.0312534 | Time: 1408.01 ms [2022-04-12 02:10:22 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1423.69 ms [2022-04-12 02:10:23 main:574] : INFO : Epoch 1678 | loss: 0.0312499 | val_loss: 0.0312526 | Time: 1312.63 ms [2022-04-12 02:10:25 main:574] : INFO : Epoch 1679 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 1297.49 ms [2022-04-12 02:10:26 main:574] : INFO : Epoch 1680 | loss: 0.0312508 | val_loss: 0.031252 | Time: 1316.83 ms [2022-04-12 02:10:28 main:574] : INFO : Epoch 1681 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 1379.07 ms [2022-04-12 02:10:29 main:574] : INFO : Epoch 1682 | loss: 0.0312513 | val_loss: 0.031251 | Time: 1394.41 ms [2022-04-12 02:10:30 main:574] : INFO : Epoch 1683 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 1480.16 ms [2022-04-12 02:10:32 main:574] : INFO : Epoch 1684 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1384.15 ms [2022-04-12 02:10:33 main:574] : INFO : Epoch 1685 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1582.95 ms [2022-04-12 02:10:35 main:574] : INFO : Epoch 1686 | loss: 0.0312527 | val_loss: 0.0312513 | Time: 1588.36 ms [2022-04-12 02:10:37 main:574] : INFO : Epoch 1687 | loss: 0.0312526 | val_loss: 0.0312506 | Time: 1455.46 ms [2022-04-12 02:10:38 main:574] : INFO : Epoch 1688 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1434.94 ms [2022-04-12 02:10:39 main:574] : INFO : Epoch 1689 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1403.76 ms [2022-04-12 02:10:41 main:574] : INFO : Epoch 1690 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1355.04 ms [2022-04-12 02:10:42 main:574] : INFO : Epoch 1691 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1436.64 ms [2022-04-12 02:10:44 main:574] : INFO : Epoch 1692 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1407.34 ms [2022-04-12 02:10:45 main:574] : INFO : Epoch 1693 | loss: 0.0312511 | val_loss: 0.0312533 | Time: 1366.96 ms [2022-04-12 02:10:46 main:574] : INFO : Epoch 1694 | loss: 0.0312515 | val_loss: 0.0312533 | Time: 1395.54 ms [2022-04-12 02:10:48 main:574] : INFO : Epoch 1695 | loss: 0.0312507 | val_loss: 0.0312537 | Time: 1321.24 ms [2022-04-12 02:10:49 main:574] : INFO : Epoch 1696 | loss: 0.0312525 | val_loss: 0.0312578 | Time: 1326.73 ms [2022-04-12 02:10:50 main:574] : INFO : Epoch 1697 | loss: 0.0312527 | val_loss: 0.0312533 | Time: 1226.75 ms [2022-04-12 02:10:52 main:574] : INFO : Epoch 1698 | loss: 0.0312528 | val_loss: 0.0312526 | Time: 1359.11 ms [2022-04-12 02:10:53 main:574] : INFO : Epoch 1699 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 1336.26 ms [2022-04-12 02:10:54 main:574] : INFO : Epoch 1700 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 1247.66 ms [2022-04-12 02:10:56 main:574] : INFO : Epoch 1701 | loss: 0.0312525 | val_loss: 0.0312531 | Time: 1287.74 ms [2022-04-12 02:10:57 main:574] : INFO : Epoch 1702 | loss: 0.0312516 | val_loss: 0.031257 | Time: 1308.08 ms [2022-04-12 02:10:58 main:574] : INFO : Epoch 1703 | loss: 0.0312513 | val_loss: 0.0312527 | Time: 1275.49 ms [2022-04-12 02:11:00 main:574] : INFO : Epoch 1704 | loss: 0.0312519 | val_loss: 0.031251 | Time: 1333.76 ms [2022-04-12 02:11:01 main:574] : INFO : Epoch 1705 | loss: 0.0312521 | val_loss: 0.0312568 | Time: 1301.82 ms [2022-04-12 02:11:02 main:574] : INFO : Epoch 1706 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 1345.43 ms [2022-04-12 02:11:04 main:574] : INFO : Epoch 1707 | loss: 0.0312519 | val_loss: 0.0312531 | Time: 1231.9 ms [2022-04-12 02:11:05 main:574] : INFO : Epoch 1708 | loss: 0.0312524 | val_loss: 0.0312546 | Time: 1247.24 ms [2022-04-12 02:11:06 main:574] : INFO : Epoch 1709 | loss: 0.0312561 | val_loss: 0.0312524 | Time: 1280.11 ms [2022-04-12 02:11:07 main:574] : INFO : Epoch 1710 | loss: 0.0312514 | val_loss: 0.0312569 | Time: 1243.99 ms [2022-04-12 02:11:09 main:574] : INFO : Epoch 1711 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 1319.55 ms [2022-04-12 02:11:10 main:574] : INFO : Epoch 1712 | loss: 0.0312511 | val_loss: 0.0312533 | Time: 1362.77 ms [2022-04-12 02:11:11 main:574] : INFO : Epoch 1713 | loss: 0.0312513 | val_loss: 0.0312531 | Time: 1297.74 ms [2022-04-12 02:11:13 main:574] : INFO : Epoch 1714 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 1314.95 ms [2022-04-12 02:11:14 main:574] : INFO : Epoch 1715 | loss: 0.0312529 | val_loss: 0.0312599 | Time: 1290.36 ms [2022-04-12 02:11:15 main:574] : INFO : Epoch 1716 | loss: 0.0312513 | val_loss: 0.0312566 | Time: 1335.52 ms [2022-04-12 02:11:17 main:574] : INFO : Epoch 1717 | loss: 0.0312528 | val_loss: 0.0312505 | Time: 1318.89 ms [2022-04-12 02:11:18 main:574] : INFO : Epoch 1718 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 1447.79 ms [2022-04-12 02:11:19 main:574] : INFO : Epoch 1719 | loss: 0.0312514 | val_loss: 0.0312542 | Time: 1317.02 ms [2022-04-12 02:11:21 main:574] : INFO : Epoch 1720 | loss: 0.0312573 | val_loss: 0.031258 | Time: 1300.83 ms [2022-04-12 02:11:22 main:574] : INFO : Epoch 1721 | loss: 0.0312524 | val_loss: 0.0312521 | Time: 1308.14 ms [2022-04-12 02:11:23 main:574] : INFO : Epoch 1722 | loss: 0.0312507 | val_loss: 0.0312532 | Time: 1258.86 ms [2022-04-12 02:11:25 main:574] : INFO : Epoch 1723 | loss: 0.0312516 | val_loss: 0.0312567 | Time: 1251.1 ms [2022-04-12 02:11:26 main:574] : INFO : Epoch 1724 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1190.2 ms [2022-04-12 02:11:27 main:574] : INFO : Epoch 1725 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1265.81 ms [2022-04-12 02:11:28 main:574] : INFO : Epoch 1726 | loss: 0.0312525 | val_loss: 0.0312509 | Time: 1267.5 ms [2022-04-12 02:11:30 main:574] : INFO : Epoch 1727 | loss: 0.0312526 | val_loss: 0.0312513 | Time: 1323.75 ms [2022-04-12 02:11:31 main:574] : INFO : Epoch 1728 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1335.81 ms [2022-04-12 02:11:32 main:574] : INFO : Epoch 1729 | loss: 0.0312508 | val_loss: 0.0312547 | Time: 1294.69 ms [2022-04-12 02:11:34 main:574] : INFO : Epoch 1730 | loss: 0.0312525 | val_loss: 0.0312505 | Time: 1330.47 ms [2022-04-12 02:11:35 main:574] : INFO : Epoch 1731 | loss: 0.0312527 | val_loss: 0.031251 | Time: 1294.8 ms [2022-04-12 02:11:36 main:574] : INFO : Epoch 1732 | loss: 0.0312529 | val_loss: 0.0312529 | Time: 1313.46 ms [2022-04-12 02:11:38 main:574] : INFO : Epoch 1733 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1388.68 ms [2022-04-12 02:11:39 main:574] : INFO : Epoch 1734 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1380.03 ms [2022-04-12 02:11:41 main:574] : INFO : Epoch 1735 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1389.17 ms [2022-04-12 02:11:42 main:574] : INFO : Epoch 1736 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1313.23 ms [2022-04-12 02:11:43 main:574] : INFO : Epoch 1737 | loss: 0.0312529 | val_loss: 0.0312513 | Time: 1446.74 ms [2022-04-12 02:11:45 main:574] : INFO : Epoch 1738 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 1267.94 ms [2022-04-12 02:11:46 main:574] : INFO : Epoch 1739 | loss: 0.0312522 | val_loss: 0.0312575 | Time: 1279.05 ms [2022-04-12 02:11:47 main:574] : INFO : Epoch 1740 | loss: 0.0312552 | val_loss: 0.0312515 | Time: 1332.09 ms [2022-04-12 02:11:49 main:574] : INFO : Epoch 1741 | loss: 0.0312568 | val_loss: 0.0312588 | Time: 1314.15 ms [2022-04-12 02:11:50 main:574] : INFO : Epoch 1742 | loss: 0.0312519 | val_loss: 0.0312532 | Time: 1396.49 ms [2022-04-12 02:11:51 main:574] : INFO : Epoch 1743 | loss: 0.0312534 | val_loss: 0.0312521 | Time: 1385.79 ms [2022-04-12 02:11:53 main:574] : INFO : Epoch 1744 | loss: 0.031252 | val_loss: 0.031251 | Time: 1406.87 ms [2022-04-12 02:11:54 main:574] : INFO : Epoch 1745 | loss: 0.0312513 | val_loss: 0.0312538 | Time: 1388.76 ms [2022-04-12 02:11:56 main:574] : INFO : Epoch 1746 | loss: 0.0312578 | val_loss: 0.0312515 | Time: 1297.04 ms [2022-04-12 02:11:57 main:574] : INFO : Epoch 1747 | loss: 0.0312548 | val_loss: 0.0312539 | Time: 1261.22 ms [2022-04-12 02:11:58 main:574] : INFO : Epoch 1748 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1327.53 ms [2022-04-12 02:11:59 main:574] : INFO : Epoch 1749 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 1296.66 ms [2022-04-12 02:12:01 main:574] : INFO : Epoch 1750 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 1347.54 ms [2022-04-12 02:12:02 main:574] : INFO : Epoch 1751 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1281.35 ms [2022-04-12 02:12:03 main:574] : INFO : Epoch 1752 | loss: 0.0312534 | val_loss: 0.0312512 | Time: 1299.59 ms [2022-04-12 02:12:05 main:574] : INFO : Epoch 1753 | loss: 0.0312527 | val_loss: 0.0312548 | Time: 1303.67 ms [2022-04-12 02:12:06 main:574] : INFO : Epoch 1754 | loss: 0.0312599 | val_loss: 0.0312537 | Time: 1280.75 ms [2022-04-12 02:12:07 main:574] : INFO : Epoch 1755 | loss: 0.031259 | val_loss: 0.0312513 | Time: 1295.77 ms [2022-04-12 02:12:09 main:574] : INFO : Epoch 1756 | loss: 0.0312548 | val_loss: 0.0312506 | Time: 1313.06 ms [2022-04-12 02:12:10 main:574] : INFO : Epoch 1757 | loss: 0.0312533 | val_loss: 0.0312516 | Time: 1358.9 ms [2022-04-12 02:12:11 main:574] : INFO : Epoch 1758 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1279.13 ms [2022-04-12 02:12:13 main:574] : INFO : Epoch 1759 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1303.02 ms [2022-04-12 02:12:14 main:574] : INFO : Epoch 1760 | loss: 0.0312533 | val_loss: 0.0312519 | Time: 1320.75 ms [2022-04-12 02:12:15 main:574] : INFO : Epoch 1761 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1274.17 ms [2022-04-12 02:12:17 main:574] : INFO : Epoch 1762 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 1280.79 ms [2022-04-12 02:12:18 main:574] : INFO : Epoch 1763 | loss: 0.0312517 | val_loss: 0.0312541 | Time: 1331.96 ms [2022-04-12 02:12:19 main:574] : INFO : Epoch 1764 | loss: 0.031255 | val_loss: 0.0312521 | Time: 1384.1 ms [2022-04-12 02:12:21 main:574] : INFO : Epoch 1765 | loss: 0.0312536 | val_loss: 0.0312505 | Time: 1337.77 ms [2022-04-12 02:12:22 main:574] : INFO : Epoch 1766 | loss: 0.0312509 | val_loss: 0.0312535 | Time: 1253.99 ms [2022-04-12 02:12:23 main:574] : INFO : Epoch 1767 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 1272.79 ms [2022-04-12 02:12:25 main:574] : INFO : Epoch 1768 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 1220.95 ms [2022-04-12 02:12:26 main:574] : INFO : Epoch 1769 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1307.17 ms [2022-04-12 02:12:27 main:574] : INFO : Epoch 1770 | loss: 0.0312513 | val_loss: 0.0312559 | Time: 1279.34 ms [2022-04-12 02:12:29 main:574] : INFO : Epoch 1771 | loss: 0.0312522 | val_loss: 0.0312514 | Time: 1357.33 ms [2022-04-12 02:12:30 main:574] : INFO : Epoch 1772 | loss: 0.031252 | val_loss: 0.0312559 | Time: 1296.8 ms [2022-04-12 02:12:31 main:574] : INFO : Epoch 1773 | loss: 0.0312532 | val_loss: 0.0312537 | Time: 1315.74 ms [2022-04-12 02:12:33 main:574] : INFO : Epoch 1774 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 1321.47 ms [2022-04-12 02:12:34 main:574] : INFO : Epoch 1775 | loss: 0.0312513 | val_loss: 0.0312589 | Time: 1246.2 ms [2022-04-12 02:12:35 main:574] : INFO : Epoch 1776 | loss: 0.0312534 | val_loss: 0.0312508 | Time: 1295.06 ms [2022-04-12 02:12:36 main:574] : INFO : Epoch 1777 | loss: 0.0312549 | val_loss: 0.0312609 | Time: 1273.62 ms [2022-04-12 02:12:38 main:574] : INFO : Epoch 1778 | loss: 0.0312531 | val_loss: 0.031258 | Time: 1397.83 ms [2022-04-12 02:12:39 main:574] : INFO : Epoch 1779 | loss: 0.0312548 | val_loss: 0.0312572 | Time: 1290.41 ms [2022-04-12 02:12:40 main:574] : INFO : Epoch 1780 | loss: 0.0312517 | val_loss: 0.031252 | Time: 1283.36 ms [2022-04-12 02:12:42 main:574] : INFO : Epoch 1781 | loss: 0.0312528 | val_loss: 0.0312509 | Time: 1246.61 ms [2022-04-12 02:12:43 main:574] : INFO : Epoch 1782 | loss: 0.0312549 | val_loss: 0.0312657 | Time: 1281.74 ms [2022-04-12 02:12:44 main:574] : INFO : Epoch 1783 | loss: 0.0312542 | val_loss: 0.0312505 | Time: 1292.12 ms [2022-04-12 02:12:46 main:574] : INFO : Epoch 1784 | loss: 0.0312537 | val_loss: 0.0312545 | Time: 1296.98 ms [2022-04-12 02:12:47 main:574] : INFO : Epoch 1785 | loss: 0.0312522 | val_loss: 0.0312643 | Time: 1276.16 ms [2022-04-12 02:12:48 main:574] : INFO : Epoch 1786 | loss: 0.0312565 | val_loss: 0.0312532 | Time: 1308.9 ms [2022-04-12 02:12:50 main:574] : INFO : Epoch 1787 | loss: 0.0312564 | val_loss: 0.0312587 | Time: 1373.43 ms [2022-04-12 02:12:51 main:574] : INFO : Epoch 1788 | loss: 0.031254 | val_loss: 0.0312572 | Time: 1318.13 ms [2022-04-12 02:12:52 main:574] : INFO : Epoch 1789 | loss: 0.0312549 | val_loss: 0.031254 | Time: 1338.53 ms [2022-04-12 02:12:54 main:574] : INFO : Epoch 1790 | loss: 0.0312536 | val_loss: 0.0312509 | Time: 1313.96 ms [2022-04-12 02:12:55 main:574] : INFO : Epoch 1791 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 1346.85 ms [2022-04-12 02:12:56 main:574] : INFO : Epoch 1792 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1341.24 ms [2022-04-12 02:12:58 main:574] : INFO : Epoch 1793 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 1287.68 ms [2022-04-12 02:12:59 main:574] : INFO : Epoch 1794 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 1303.08 ms [2022-04-12 02:13:00 main:574] : INFO : Epoch 1795 | loss: 0.0312525 | val_loss: 0.0312583 | Time: 1384.64 ms [2022-04-12 02:13:02 main:574] : INFO : Epoch 1796 | loss: 0.0312563 | val_loss: 0.0312573 | Time: 1383.42 ms [2022-04-12 02:13:03 main:574] : INFO : Epoch 1797 | loss: 0.0312567 | val_loss: 0.0312517 | Time: 1382.67 ms [2022-04-12 02:13:05 main:574] : INFO : Epoch 1798 | loss: 0.0312546 | val_loss: 0.0312583 | Time: 1335.69 ms [2022-04-12 02:13:06 main:574] : INFO : Epoch 1799 | loss: 0.0312552 | val_loss: 0.0312517 | Time: 1285.6 ms [2022-04-12 02:13:07 main:574] : INFO : Epoch 1800 | loss: 0.0312548 | val_loss: 0.0312507 | Time: 1314.98 ms [2022-04-12 02:13:09 main:574] : INFO : Epoch 1801 | loss: 0.0312518 | val_loss: 0.031251 | Time: 1282.09 ms [2022-04-12 02:13:10 main:574] : INFO : Epoch 1802 | loss: 0.031252 | val_loss: 0.031253 | Time: 1311.17 ms [2022-04-12 02:13:11 main:574] : INFO : Epoch 1803 | loss: 0.0312517 | val_loss: 0.0312513 | Time: 1324.59 ms [2022-04-12 02:13:12 main:574] : INFO : Epoch 1804 | loss: 0.0312528 | val_loss: 0.0312691 | Time: 1279.59 ms [2022-04-12 02:13:14 main:574] : INFO : Epoch 1805 | loss: 0.0312587 | val_loss: 0.0312625 | Time: 1258.8 ms [2022-04-12 02:13:15 main:574] : INFO : Epoch 1806 | loss: 0.0312575 | val_loss: 0.0312526 | Time: 1278.89 ms [2022-04-12 02:13:16 main:574] : INFO : Epoch 1807 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 1329.58 ms [2022-04-12 02:13:18 main:574] : INFO : Epoch 1808 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1393.49 ms [2022-04-12 02:13:19 main:574] : INFO : Epoch 1809 | loss: 0.0312524 | val_loss: 0.0312605 | Time: 1302.37 ms [2022-04-12 02:13:20 main:574] : INFO : Epoch 1810 | loss: 0.031257 | val_loss: 0.0312579 | Time: 1339.23 ms [2022-04-12 02:13:22 main:574] : INFO : Epoch 1811 | loss: 0.031255 | val_loss: 0.0312542 | Time: 1348.75 ms [2022-04-12 02:13:23 main:574] : INFO : Epoch 1812 | loss: 0.0312529 | val_loss: 0.0312533 | Time: 1310.79 ms [2022-04-12 02:13:25 main:574] : INFO : Epoch 1813 | loss: 0.0312542 | val_loss: 0.0312527 | Time: 1306.52 ms [2022-04-12 02:13:26 main:574] : INFO : Epoch 1814 | loss: 0.0312518 | val_loss: 0.0312557 | Time: 1329.82 ms [2022-04-12 02:13:27 main:574] : INFO : Epoch 1815 | loss: 0.0312529 | val_loss: 0.0312527 | Time: 1318.01 ms [2022-04-12 02:13:29 main:574] : INFO : Epoch 1816 | loss: 0.0312532 | val_loss: 0.0312515 | Time: 1325.46 ms [2022-04-12 02:13:30 main:574] : INFO : Epoch 1817 | loss: 0.0312543 | val_loss: 0.0312569 | Time: 1278.23 ms [2022-04-12 02:13:31 main:574] : INFO : Epoch 1818 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1287.47 ms [2022-04-12 02:13:32 main:574] : INFO : Epoch 1819 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1306.39 ms [2022-04-12 02:13:34 main:574] : INFO : Epoch 1820 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1260.31 ms [2022-04-12 02:13:35 main:574] : INFO : Epoch 1821 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1309.88 ms [2022-04-12 02:13:36 main:574] : INFO : Epoch 1822 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1291.24 ms [2022-04-12 02:13:38 main:574] : INFO : Epoch 1823 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1327.12 ms [2022-04-12 02:13:39 main:574] : INFO : Epoch 1824 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1314.67 ms [2022-04-12 02:13:40 main:574] : INFO : Epoch 1825 | loss: 0.0312519 | val_loss: 0.0312576 | Time: 1371.06 ms [2022-04-12 02:13:42 main:574] : INFO : Epoch 1826 | loss: 0.0312548 | val_loss: 0.0312618 | Time: 1270.87 ms [2022-04-12 02:13:43 main:574] : INFO : Epoch 1827 | loss: 0.0312594 | val_loss: 0.0312507 | Time: 1278.9 ms [2022-04-12 02:13:44 main:574] : INFO : Epoch 1828 | loss: 0.0312519 | val_loss: 0.0312539 | Time: 1258.75 ms [2022-04-12 02:13:46 main:574] : INFO : Epoch 1829 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1275.95 ms [2022-04-12 02:13:47 main:574] : INFO : Epoch 1830 | loss: 0.0312515 | val_loss: 0.031253 | Time: 1280.7 ms [2022-04-12 02:13:48 main:574] : INFO : Epoch 1831 | loss: 0.031253 | val_loss: 0.0312534 | Time: 1343 ms [2022-04-12 02:13:50 main:574] : INFO : Epoch 1832 | loss: 0.0312522 | val_loss: 0.0312584 | Time: 1377.35 ms [2022-04-12 02:13:51 main:574] : INFO : Epoch 1833 | loss: 0.031254 | val_loss: 0.0312553 | Time: 1302.88 ms [2022-04-12 02:13:52 main:574] : INFO : Epoch 1834 | loss: 0.0312553 | val_loss: 0.0312573 | Time: 1306.34 ms [2022-04-12 02:13:54 main:574] : INFO : Epoch 1835 | loss: 0.0312555 | val_loss: 0.0312563 | Time: 1257.4 ms [2022-04-12 02:13:55 main:574] : INFO : Epoch 1836 | loss: 0.0312526 | val_loss: 0.0312524 | Time: 1278.26 ms [2022-04-12 02:13:56 main:574] : INFO : Epoch 1837 | loss: 0.0312515 | val_loss: 0.031252 | Time: 1344.74 ms [2022-04-12 02:13:58 main:574] : INFO : Epoch 1838 | loss: 0.0312547 | val_loss: 0.0312562 | Time: 1339.36 ms [2022-04-12 02:13:59 main:574] : INFO : Epoch 1839 | loss: 0.0312517 | val_loss: 0.031256 | Time: 1246 ms [2022-04-12 02:14:00 main:574] : INFO : Epoch 1840 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1410.38 ms [2022-04-12 02:14:02 main:574] : INFO : Epoch 1841 | loss: 0.0312517 | val_loss: 0.0312509 | Time: 1338.44 ms [2022-04-12 02:14:03 main:574] : INFO : Epoch 1842 | loss: 0.0312529 | val_loss: 0.031251 | Time: 1277.61 ms [2022-04-12 02:14:04 main:574] : INFO : Epoch 1843 | loss: 0.0312551 | val_loss: 0.0312515 | Time: 1250.81 ms [2022-04-12 02:14:06 main:574] : INFO : Epoch 1844 | loss: 0.0312562 | val_loss: 0.0312558 | Time: 1334.68 ms [2022-04-12 02:14:07 main:574] : INFO : Epoch 1845 | loss: 0.0312573 | val_loss: 0.0312563 | Time: 1286.26 ms [2022-04-12 02:14:08 main:574] : INFO : Epoch 1846 | loss: 0.031252 | val_loss: 0.0312517 | Time: 1330.73 ms [2022-04-12 02:14:09 main:574] : INFO : Epoch 1847 | loss: 0.0312517 | val_loss: 0.0312536 | Time: 1270.46 ms [2022-04-12 02:14:11 main:574] : INFO : Epoch 1848 | loss: 0.0312554 | val_loss: 0.0312552 | Time: 1366.99 ms [2022-04-12 02:14:12 main:574] : INFO : Epoch 1849 | loss: 0.0312537 | val_loss: 0.0312533 | Time: 1270.35 ms [2022-04-12 02:14:13 main:574] : INFO : Epoch 1850 | loss: 0.0312534 | val_loss: 0.0312518 | Time: 1291.48 ms [2022-04-12 02:14:15 main:574] : INFO : Epoch 1851 | loss: 0.0312524 | val_loss: 0.031253 | Time: 1363.36 ms [2022-04-12 02:14:16 main:574] : INFO : Epoch 1852 | loss: 0.0312519 | val_loss: 0.0312506 | Time: 1307.49 ms [2022-04-12 02:14:17 main:574] : INFO : Epoch 1853 | loss: 0.0312524 | val_loss: 0.0312544 | Time: 1269.19 ms [2022-04-12 02:14:19 main:574] : INFO : Epoch 1854 | loss: 0.031254 | val_loss: 0.0312553 | Time: 1367.89 ms [2022-04-12 02:14:20 main:574] : INFO : Epoch 1855 | loss: 0.031252 | val_loss: 0.0312511 | Time: 1308.31 ms [2022-04-12 02:14:21 main:574] : INFO : Epoch 1856 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1278.58 ms [2022-04-12 02:14:23 main:574] : INFO : Epoch 1857 | loss: 0.0312544 | val_loss: 0.0312603 | Time: 1351.52 ms [2022-04-12 02:14:24 main:574] : INFO : Epoch 1858 | loss: 0.0312569 | val_loss: 0.0312555 | Time: 1231.55 ms [2022-04-12 02:14:25 main:574] : INFO : Epoch 1859 | loss: 0.0312521 | val_loss: 0.0312558 | Time: 1361.26 ms [2022-04-12 02:14:27 main:574] : INFO : Epoch 1860 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1286.14 ms [2022-04-12 02:14:28 main:574] : INFO : Epoch 1861 | loss: 0.0312505 | val_loss: 0.0312539 | Time: 1351.97 ms [2022-04-12 02:14:29 main:574] : INFO : Epoch 1862 | loss: 0.031254 | val_loss: 0.0312535 | Time: 1358.53 ms [2022-04-12 02:14:31 main:574] : INFO : Epoch 1863 | loss: 0.0312526 | val_loss: 0.0312554 | Time: 1354.3 ms [2022-04-12 02:14:32 main:574] : INFO : Epoch 1864 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1365.2 ms [2022-04-12 02:14:34 main:574] : INFO : Epoch 1865 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1283.93 ms [2022-04-12 02:14:35 main:574] : INFO : Epoch 1866 | loss: 0.03125 | val_loss: 0.031251 | Time: 1290.81 ms [2022-04-12 02:14:36 main:574] : INFO : Epoch 1867 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1286.06 ms [2022-04-12 02:14:37 main:574] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312542 | Time: 1275.32 ms [2022-04-12 02:14:39 main:574] : INFO : Epoch 1869 | loss: 0.0312515 | val_loss: 0.0312549 | Time: 1244 ms [2022-04-12 02:14:40 main:574] : INFO : Epoch 1870 | loss: 0.0312517 | val_loss: 0.0312525 | Time: 1352.3 ms [2022-04-12 02:14:41 main:574] : INFO : Epoch 1871 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 1330.33 ms [2022-04-12 02:14:43 main:574] : INFO : Epoch 1872 | loss: 0.0312517 | val_loss: 0.0312596 | Time: 1319.94 ms [2022-04-12 02:14:44 main:574] : INFO : Epoch 1873 | loss: 0.031255 | val_loss: 0.0312612 | Time: 1324.58 ms [2022-04-12 02:14:45 main:574] : INFO : Epoch 1874 | loss: 0.031255 | val_loss: 0.0312643 | Time: 1315.91 ms [2022-04-12 02:14:47 main:574] : INFO : Epoch 1875 | loss: 0.0312551 | val_loss: 0.0312535 | Time: 1384.62 ms [2022-04-12 02:14:48 main:574] : INFO : Epoch 1876 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1346.62 ms [2022-04-12 02:14:49 main:574] : INFO : Epoch 1877 | loss: 0.0312526 | val_loss: 0.0312518 | Time: 1265.14 ms [2022-04-12 02:14:51 main:574] : INFO : Epoch 1878 | loss: 0.0312515 | val_loss: 0.0312531 | Time: 1344.45 ms [2022-04-12 02:14:52 main:574] : INFO : Epoch 1879 | loss: 0.0312522 | val_loss: 0.031255 | Time: 1305.99 ms [2022-04-12 02:14:54 main:574] : INFO : Epoch 1880 | loss: 0.0312516 | val_loss: 0.0312548 | Time: 1338.98 ms [2022-04-12 02:14:55 main:574] : INFO : Epoch 1881 | loss: 0.031252 | val_loss: 0.031251 | Time: 1283.7 ms [2022-04-12 02:14:56 main:574] : INFO : Epoch 1882 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1280.97 ms [2022-04-12 02:14:57 main:574] : INFO : Epoch 1883 | loss: 0.031253 | val_loss: 0.0312592 | Time: 1333.78 ms [2022-04-12 02:14:59 main:574] : INFO : Epoch 1884 | loss: 0.0312523 | val_loss: 0.0312507 | Time: 1373.24 ms [2022-04-12 02:15:00 main:574] : INFO : Epoch 1885 | loss: 0.031254 | val_loss: 0.0312521 | Time: 1327.48 ms [2022-04-12 02:15:02 main:574] : INFO : Epoch 1886 | loss: 0.0312539 | val_loss: 0.0312549 | Time: 1315.23 ms [2022-04-12 02:15:03 main:574] : INFO : Epoch 1887 | loss: 0.0312529 | val_loss: 0.0312533 | Time: 1439.82 ms [2022-04-12 02:15:04 main:574] : INFO : Epoch 1888 | loss: 0.0312592 | val_loss: 0.0312566 | Time: 1280.63 ms [2022-04-12 02:15:06 main:574] : INFO : Epoch 1889 | loss: 0.0312551 | val_loss: 0.0312542 | Time: 1325.13 ms [2022-04-12 02:15:07 main:574] : INFO : Epoch 1890 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1284.29 ms [2022-04-12 02:15:08 main:574] : INFO : Epoch 1891 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1304.52 ms [2022-04-12 02:15:10 main:574] : INFO : Epoch 1892 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 1323.51 ms [2022-04-12 02:15:11 main:574] : INFO : Epoch 1893 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1272.29 ms [2022-04-12 02:15:12 main:574] : INFO : Epoch 1894 | loss: 0.031251 | val_loss: 0.0312527 | Time: 1361.29 ms [2022-04-12 02:15:14 main:574] : INFO : Epoch 1895 | loss: 0.0312549 | val_loss: 0.0312583 | Time: 1401.21 ms [2022-04-12 02:15:15 main:574] : INFO : Epoch 1896 | loss: 0.0312525 | val_loss: 0.0312506 | Time: 1306.7 ms [2022-04-12 02:15:16 main:574] : INFO : Epoch 1897 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 1292.34 ms [2022-04-12 02:15:18 main:574] : INFO : Epoch 1898 | loss: 0.0312514 | val_loss: 0.0312531 | Time: 1407.15 ms [2022-04-12 02:15:19 main:574] : INFO : Epoch 1899 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1280.75 ms [2022-04-12 02:15:20 main:574] : INFO : Epoch 1900 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1285.07 ms [2022-04-12 02:15:22 main:574] : INFO : Epoch 1901 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 1327.61 ms [2022-04-12 02:15:23 main:574] : INFO : Epoch 1902 | loss: 0.0312529 | val_loss: 0.0312576 | Time: 1376.46 ms [2022-04-12 02:15:24 main:574] : INFO : Epoch 1903 | loss: 0.0312521 | val_loss: 0.0312547 | Time: 1342 ms [2022-04-12 02:15:26 main:574] : INFO : Epoch 1904 | loss: 0.031252 | val_loss: 0.0312552 | Time: 1324.14 ms [2022-04-12 02:15:27 main:574] : INFO : Epoch 1905 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1316.05 ms [2022-04-12 02:15:28 main:574] : INFO : Epoch 1906 | loss: 0.031255 | val_loss: 0.0312577 | Time: 1318.2 ms [2022-04-12 02:15:30 main:574] : INFO : Epoch 1907 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1315.47 ms [2022-04-12 02:15:31 main:574] : INFO : Epoch 1908 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 1256.03 ms [2022-04-12 02:15:32 main:574] : INFO : Epoch 1909 | loss: 0.0312507 | val_loss: 0.0312583 | Time: 1267.48 ms [2022-04-12 02:15:34 main:574] : INFO : Epoch 1910 | loss: 0.031252 | val_loss: 0.0312536 | Time: 1345.69 ms [2022-04-12 02:15:35 main:574] : INFO : Epoch 1911 | loss: 0.0312525 | val_loss: 0.0312538 | Time: 1290.99 ms [2022-04-12 02:15:36 main:574] : INFO : Epoch 1912 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1330.83 ms [2022-04-12 02:15:38 main:574] : INFO : Epoch 1913 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 1251.12 ms [2022-04-12 02:15:39 main:574] : INFO : Epoch 1914 | loss: 0.031252 | val_loss: 0.0312508 | Time: 1336.32 ms [2022-04-12 02:15:40 main:574] : INFO : Epoch 1915 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1309.63 ms [2022-04-12 02:15:42 main:574] : INFO : Epoch 1916 | loss: 0.0312514 | val_loss: 0.0312527 | Time: 1222.99 ms [2022-04-12 02:15:43 main:574] : INFO : Epoch 1917 | loss: 0.031253 | val_loss: 0.0312548 | Time: 1379.64 ms [2022-04-12 02:15:44 main:574] : INFO : Epoch 1918 | loss: 0.031253 | val_loss: 0.031251 | Time: 1334.69 ms [2022-04-12 02:15:46 main:574] : INFO : Epoch 1919 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 1317.96 ms [2022-04-12 02:15:47 main:574] : INFO : Epoch 1920 | loss: 0.0312512 | val_loss: 0.0312545 | Time: 1416.06 ms [2022-04-12 02:15:48 main:574] : INFO : Epoch 1921 | loss: 0.0312526 | val_loss: 0.0312555 | Time: 1351 ms [2022-04-12 02:15:50 main:574] : INFO : Epoch 1922 | loss: 0.0312538 | val_loss: 0.031261 | Time: 1366.41 ms [2022-04-12 02:15:51 main:574] : INFO : Epoch 1923 | loss: 0.031253 | val_loss: 0.0312517 | Time: 1353.3 ms [2022-04-12 02:15:52 main:574] : INFO : Epoch 1924 | loss: 0.0312517 | val_loss: 0.031251 | Time: 1238.8 ms [2022-04-12 02:15:54 main:574] : INFO : Epoch 1925 | loss: 0.0312537 | val_loss: 0.0312506 | Time: 1295.13 ms [2022-04-12 02:15:55 main:574] : INFO : Epoch 1926 | loss: 0.0312528 | val_loss: 0.031257 | Time: 1317.1 ms [2022-04-12 02:15:56 main:574] : INFO : Epoch 1927 | loss: 0.0312543 | val_loss: 0.0312517 | Time: 1317.23 ms [2022-04-12 02:15:58 main:574] : INFO : Epoch 1928 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1393.56 ms [2022-04-12 02:15:59 main:574] : INFO : Epoch 1929 | loss: 0.0312513 | val_loss: 0.0312536 | Time: 1270.17 ms [2022-04-12 02:16:01 main:574] : INFO : Epoch 1930 | loss: 0.0312534 | val_loss: 0.031258 | Time: 1446.68 ms [2022-04-12 02:16:02 main:574] : INFO : Epoch 1931 | loss: 0.0312536 | val_loss: 0.0312521 | Time: 1586.83 ms [2022-04-12 02:16:04 main:574] : INFO : Epoch 1932 | loss: 0.0312545 | val_loss: 0.0312619 | Time: 1605.18 ms [2022-04-12 02:16:05 main:574] : INFO : Epoch 1933 | loss: 0.0312551 | val_loss: 0.0312595 | Time: 1445.48 ms [2022-04-12 02:16:07 main:574] : INFO : Epoch 1934 | loss: 0.0312523 | val_loss: 0.0312523 | Time: 1510.61 ms [2022-04-12 02:16:08 main:574] : INFO : Epoch 1935 | loss: 0.0312517 | val_loss: 0.0312547 | Time: 1532.35 ms [2022-04-12 02:16:10 main:574] : INFO : Epoch 1936 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1427.3 ms [2022-04-12 02:16:11 main:574] : INFO : Epoch 1937 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1378.83 ms [2022-04-12 02:16:13 main:574] : INFO : Epoch 1938 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 1402.23 ms [2022-04-12 02:16:14 main:574] : INFO : Epoch 1939 | loss: 0.0312512 | val_loss: 0.0312541 | Time: 1373.85 ms [2022-04-12 02:16:15 main:574] : INFO : Epoch 1940 | loss: 0.0312508 | val_loss: 0.0312528 | Time: 1335.4 ms [2022-04-12 02:16:17 main:574] : INFO : Epoch 1941 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1314.13 ms [2022-04-12 02:16:18 main:574] : INFO : Epoch 1942 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1308.21 ms [2022-04-12 02:16:19 main:574] : INFO : Epoch 1943 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 1268.92 ms [2022-04-12 02:16:21 main:574] : INFO : Epoch 1944 | loss: 0.0312532 | val_loss: 0.0312531 | Time: 1308.02 ms [2022-04-12 02:16:22 main:574] : INFO : Epoch 1945 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 1308.66 ms [2022-04-12 02:16:23 main:574] : INFO : Epoch 1946 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1306.48 ms [2022-04-12 02:16:25 main:574] : INFO : Epoch 1947 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1264.37 ms [2022-04-12 02:16:26 main:574] : INFO : Epoch 1948 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1263.23 ms [2022-04-12 02:16:27 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1286.71 ms [2022-04-12 02:16:29 main:574] : INFO : Epoch 1950 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1359.25 ms [2022-04-12 02:16:30 main:574] : INFO : Epoch 1951 | loss: 0.0312508 | val_loss: 0.0312533 | Time: 1317.69 ms [2022-04-12 02:16:31 main:574] : INFO : Epoch 1952 | loss: 0.0312524 | val_loss: 0.0312511 | Time: 1376.77 ms [2022-04-12 02:16:33 main:574] : INFO : Epoch 1953 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 1303.75 ms [2022-04-12 02:16:34 main:574] : INFO : Epoch 1954 | loss: 0.0312501 | val_loss: 0.0312536 | Time: 1291.65 ms [2022-04-12 02:16:35 main:574] : INFO : Epoch 1955 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 1353.18 ms [2022-04-12 02:16:37 main:574] : INFO : Epoch 1956 | loss: 0.0312505 | val_loss: 0.0312547 | Time: 1377.7 ms [2022-04-12 02:16:38 main:574] : INFO : Epoch 1957 | loss: 0.0312526 | val_loss: 0.0312529 | Time: 1348.7 ms [2022-04-12 02:16:39 main:574] : INFO : Epoch 1958 | loss: 0.0312542 | val_loss: 0.0312541 | Time: 1335.28 ms [2022-04-12 02:16:41 main:574] : INFO : Epoch 1959 | loss: 0.031252 | val_loss: 0.031252 | Time: 1323.8 ms [2022-04-12 02:16:42 main:574] : INFO : Epoch 1960 | loss: 0.0312517 | val_loss: 0.0312521 | Time: 1407.22 ms [2022-04-12 02:16:43 main:574] : INFO : Epoch 1961 | loss: 0.0312518 | val_loss: 0.0312529 | Time: 1240.16 ms [2022-04-12 02:16:45 main:574] : INFO : Epoch 1962 | loss: 0.0312519 | val_loss: 0.0312534 | Time: 1309.73 ms [2022-04-12 02:16:46 main:574] : INFO : Epoch 1963 | loss: 0.0312518 | val_loss: 0.0312516 | Time: 1311.36 ms [2022-04-12 02:16:47 main:574] : INFO : Epoch 1964 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 1319.21 ms [2022-04-12 02:16:49 main:574] : INFO : Epoch 1965 | loss: 0.0312522 | val_loss: 0.0312509 | Time: 1335.36 ms [2022-04-12 02:16:50 main:574] : INFO : Epoch 1966 | loss: 0.0312529 | val_loss: 0.0312544 | Time: 1302.84 ms [2022-04-12 02:16:51 main:574] : INFO : Epoch 1967 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1303.29 ms [2022-04-12 02:16:53 main:574] : INFO : Epoch 1968 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 1307.63 ms [2022-04-12 02:16:54 main:574] : INFO : Epoch 1969 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1284.34 ms [2022-04-12 02:16:55 main:574] : INFO : Epoch 1970 | loss: 0.0312509 | val_loss: 0.0312527 | Time: 1336.31 ms [2022-04-12 02:16:57 main:574] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1318.92 ms [2022-04-12 02:16:58 main:574] : INFO : Epoch 1972 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 1265.24 ms [2022-04-12 02:16:59 main:574] : INFO : Epoch 1973 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 1354.73 ms [2022-04-12 02:17:01 main:574] : INFO : Epoch 1974 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1278.35 ms [2022-04-12 02:17:02 main:574] : INFO : Epoch 1975 | loss: 0.031251 | val_loss: 0.0312517 | Time: 1387.21 ms [2022-04-12 02:17:03 main:574] : INFO : Epoch 1976 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 1294.22 ms [2022-04-12 02:17:05 main:574] : INFO : Epoch 1977 | loss: 0.0312512 | val_loss: 0.0312535 | Time: 1323.08 ms [2022-04-12 02:17:06 main:574] : INFO : Epoch 1978 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 1325.93 ms [2022-04-12 02:17:07 main:574] : INFO : Epoch 1979 | loss: 0.031252 | val_loss: 0.0312521 | Time: 1349.65 ms [2022-04-12 02:17:09 main:574] : INFO : Epoch 1980 | loss: 0.0312502 | val_loss: 0.0312576 | Time: 1332.46 ms [2022-04-12 02:17:10 main:574] : INFO : Epoch 1981 | loss: 0.0312515 | val_loss: 0.0312521 | Time: 1268.25 ms [2022-04-12 02:17:11 main:574] : INFO : Epoch 1982 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1262.91 ms [2022-04-12 02:17:13 main:574] : INFO : Epoch 1983 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1337.77 ms [2022-04-12 02:17:14 main:574] : INFO : Epoch 1984 | loss: 0.0312542 | val_loss: 0.0312551 | Time: 1409.86 ms [2022-04-12 02:17:15 main:574] : INFO : Epoch 1985 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 1362.65 ms [2022-04-12 02:17:17 main:574] : INFO : Epoch 1986 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1292.11 ms [2022-04-12 02:17:18 main:574] : INFO : Epoch 1987 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1318.98 ms [2022-04-12 02:17:19 main:574] : INFO : Epoch 1988 | loss: 0.0312506 | val_loss: 0.0312524 | Time: 1387.54 ms [2022-04-12 02:17:21 main:574] : INFO : Epoch 1989 | loss: 0.031251 | val_loss: 0.0312523 | Time: 1243.36 ms [2022-04-12 02:17:22 main:574] : INFO : Epoch 1990 | loss: 0.0312535 | val_loss: 0.0312539 | Time: 1408.09 ms [2022-04-12 02:17:23 main:574] : INFO : Epoch 1991 | loss: 0.0312552 | val_loss: 0.0312526 | Time: 1312.61 ms [2022-04-12 02:17:25 main:574] : INFO : Epoch 1992 | loss: 0.0312522 | val_loss: 0.0312507 | Time: 1280.54 ms [2022-04-12 02:17:26 main:574] : INFO : Epoch 1993 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1266.92 ms [2022-04-12 02:17:27 main:574] : INFO : Epoch 1994 | loss: 0.0312509 | val_loss: 0.0312541 | Time: 1227.73 ms [2022-04-12 02:17:28 main:574] : INFO : Epoch 1995 | loss: 0.0312526 | val_loss: 0.0312523 | Time: 1260.65 ms [2022-04-12 02:17:30 main:574] : INFO : Epoch 1996 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1315.33 ms [2022-04-12 02:17:31 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312555 | Time: 1261.18 ms [2022-04-12 02:17:32 main:574] : INFO : Epoch 1998 | loss: 0.0312541 | val_loss: 0.0312507 | Time: 1296.92 ms [2022-04-12 02:17:34 main:574] : INFO : Epoch 1999 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1300.78 ms [2022-04-12 02:17:35 main:574] : INFO : Epoch 2000 | loss: 0.0312506 | val_loss: 0.031253 | Time: 1292.92 ms [2022-04-12 02:17:36 main:574] : INFO : Epoch 2001 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1299.19 ms [2022-04-12 02:17:38 main:574] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1234.17 ms [2022-04-12 02:17:39 main:574] : INFO : Epoch 2003 | loss: 0.0312524 | val_loss: 0.0312559 | Time: 1314.35 ms [2022-04-12 02:17:40 main:574] : INFO : Epoch 2004 | loss: 0.0312532 | val_loss: 0.0312534 | Time: 1424.8 ms [2022-04-12 02:17:42 main:574] : INFO : Epoch 2005 | loss: 0.0312538 | val_loss: 0.0312573 | Time: 1344.23 ms [2022-04-12 02:17:43 main:574] : INFO : Epoch 2006 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 1230.7 ms [2022-04-12 02:17:44 main:574] : INFO : Epoch 2007 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 1369.62 ms [2022-04-12 02:17:46 main:574] : INFO : Epoch 2008 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 1291.91 ms [2022-04-12 02:17:47 main:574] : INFO : Epoch 2009 | loss: 0.0312542 | val_loss: 0.0312551 | Time: 1309.89 ms [2022-04-12 02:17:48 main:574] : INFO : Epoch 2010 | loss: 0.0312524 | val_loss: 0.0312526 | Time: 1286.82 ms [2022-04-12 02:17:50 main:574] : INFO : Epoch 2011 | loss: 0.0312512 | val_loss: 0.031252 | Time: 1269.4 ms [2022-04-12 02:17:51 main:574] : INFO : Epoch 2012 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1286.43 ms [2022-04-12 02:17:52 main:574] : INFO : Epoch 2013 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1352.68 ms [2022-04-12 02:17:54 main:574] : INFO : Epoch 2014 | loss: 0.0312514 | val_loss: 0.0312556 | Time: 1281.56 ms [2022-04-12 02:17:55 main:574] : INFO : Epoch 2015 | loss: 0.031253 | val_loss: 0.0312545 | Time: 1246.73 ms [2022-04-12 02:17:56 main:574] : INFO : Epoch 2016 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1252.43 ms [2022-04-12 02:17:57 main:574] : INFO : Epoch 2017 | loss: 0.0312508 | val_loss: 0.0312541 | Time: 1361.95 ms [2022-04-12 02:17:59 main:574] : INFO : Epoch 2018 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 1225.98 ms [2022-04-12 02:18:00 main:574] : INFO : Epoch 2019 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1335.6 ms [2022-04-12 02:18:01 main:574] : INFO : Epoch 2020 | loss: 0.0312504 | val_loss: 0.0312528 | Time: 1318.85 ms [2022-04-12 02:18:03 main:574] : INFO : Epoch 2021 | loss: 0.0312514 | val_loss: 0.0312555 | Time: 1317.28 ms [2022-04-12 02:18:04 main:574] : INFO : Epoch 2022 | loss: 0.0312522 | val_loss: 0.0312515 | Time: 1296.84 ms [2022-04-12 02:18:05 main:574] : INFO : Epoch 2023 | loss: 0.0312506 | val_loss: 0.0312538 | Time: 1292.76 ms [2022-04-12 02:18:07 main:574] : INFO : Epoch 2024 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 1351.55 ms [2022-04-12 02:18:08 main:574] : INFO : Epoch 2025 | loss: 0.031251 | val_loss: 0.0312533 | Time: 1385.74 ms [2022-04-12 02:18:09 main:574] : INFO : Epoch 2026 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1282.91 ms [2022-04-12 02:18:11 main:574] : INFO : Epoch 2027 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1410.97 ms [2022-04-12 02:18:12 main:574] : INFO : Epoch 2028 | loss: 0.0312534 | val_loss: 0.0312527 | Time: 1325.64 ms [2022-04-12 02:18:13 main:574] : INFO : Epoch 2029 | loss: 0.0312533 | val_loss: 0.0312538 | Time: 1317.37 ms [2022-04-12 02:18:15 main:574] : INFO : Epoch 2030 | loss: 0.0312828 | val_loss: 0.0313192 | Time: 1306.67 ms [2022-04-12 02:18:16 main:574] : INFO : Epoch 2031 | loss: 0.0312642 | val_loss: 0.0312542 | Time: 1302.21 ms [2022-04-12 02:18:17 main:574] : INFO : Epoch 2032 | loss: 0.0312528 | val_loss: 0.0312518 | Time: 1258.86 ms [2022-04-12 02:18:19 main:574] : INFO : Epoch 2033 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1329.11 ms [2022-04-12 02:18:20 main:574] : INFO : Epoch 2034 | loss: 0.031251 | val_loss: 0.0312559 | Time: 1351.45 ms [2022-04-12 02:18:21 main:574] : INFO : Epoch 2035 | loss: 0.0312515 | val_loss: 0.0312524 | Time: 1322.72 ms [2022-04-12 02:18:23 main:574] : INFO : Epoch 2036 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1337.81 ms [2022-04-12 02:18:24 main:574] : INFO : Epoch 2037 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1344.71 ms [2022-04-12 02:18:25 main:574] : INFO : Epoch 2038 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1283.71 ms [2022-04-12 02:18:27 main:574] : INFO : Epoch 2039 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1370.7 ms [2022-04-12 02:18:28 main:574] : INFO : Epoch 2040 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 1362.29 ms [2022-04-12 02:18:30 main:574] : INFO : Epoch 2041 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1312.76 ms [2022-04-12 02:18:31 main:574] : INFO : Epoch 2042 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 1389.71 ms [2022-04-12 02:18:32 main:574] : INFO : Epoch 2043 | loss: 0.0312524 | val_loss: 0.0312505 | Time: 1341.01 ms [2022-04-12 02:18:34 main:574] : INFO : Epoch 2044 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1330.52 ms [2022-04-12 02:18:35 main:574] : INFO : Epoch 2045 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1357.79 ms [2022-04-12 02:18:36 main:574] : INFO : Epoch 2046 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 1274.2 ms [2022-04-12 02:18:38 main:574] : INFO : Epoch 2047 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1353.34 ms [2022-04-12 02:18:39 main:574] : INFO : Epoch 2048 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1281.33 ms [2022-04-12 02:18:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312513 [2022-04-12 02:18:39 main:603] : INFO : Saving end state to config to file [2022-04-12 02:18:39 main:608] : INFO : Success, exiting.. 02:18:39 (11208): 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)