Task 13647553
| Name | ParityModified-1647043154-5716-2-0_0 |
| Workunit | 10740638 |
| Created | 23 Mar 2022, 6:51:13 UTC |
| Sent | 31 Mar 2022, 7:07:47 UTC |
| Report deadline | 8 Apr 2022, 7:07:47 UTC |
| Received | 1 Apr 2022, 5:24:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 41 min 12 sec |
| CPU time | 39 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,446.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1258.52 ms [2022-04-01 16:14:09 main:574] : INFO : Epoch 1542 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1106.24 ms [2022-04-01 16:14:10 main:574] : INFO : Epoch 1543 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1166.72 ms [2022-04-01 16:14:11 main:574] : INFO : Epoch 1544 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1281.14 ms [2022-04-01 16:14:12 main:574] : INFO : Epoch 1545 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1259.69 ms [2022-04-01 16:14:14 main:574] : INFO : Epoch 1546 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1252.24 ms [2022-04-01 16:14:15 main:574] : INFO : Epoch 1547 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1119.35 ms [2022-04-01 16:14:16 main:574] : INFO : Epoch 1548 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1253.2 ms [2022-04-01 16:14:17 main:574] : INFO : Epoch 1549 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1206.99 ms [2022-04-01 16:14:19 main:574] : INFO : Epoch 1550 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1321.92 ms [2022-04-01 16:14:20 main:574] : INFO : Epoch 1551 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1280.11 ms [2022-04-01 16:14:21 main:574] : INFO : Epoch 1552 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1461.87 ms [2022-04-01 16:14:23 main:574] : INFO : Epoch 1553 | loss: 0.03125 | val_loss: 0.03125 | Time: 1286.54 ms [2022-04-01 16:14:24 main:574] : INFO : Epoch 1554 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1370.02 ms [2022-04-01 16:14:25 main:574] : INFO : Epoch 1555 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1318.01 ms [2022-04-01 16:14:27 main:574] : INFO : Epoch 1556 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1369.56 ms [2022-04-01 16:14:28 main:574] : INFO : Epoch 1557 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1370.35 ms [2022-04-01 16:14:29 main:574] : INFO : Epoch 1558 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1143.16 ms [2022-04-01 16:14:30 main:574] : INFO : Epoch 1559 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1116.69 ms [2022-04-01 16:14:32 main:574] : INFO : Epoch 1560 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1137.66 ms [2022-04-01 16:14:33 main:574] : INFO : Epoch 1561 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1284.25 ms [2022-04-01 16:14:34 main:574] : INFO : Epoch 1562 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1146.44 ms [2022-04-01 16:14:35 main:574] : INFO : Epoch 1563 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1164.04 ms [2022-04-01 16:14:36 main:574] : INFO : Epoch 1564 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1240.58 ms [2022-04-01 16:14:38 main:574] : INFO : Epoch 1565 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1246.68 ms [2022-04-01 16:14:39 main:574] : INFO : Epoch 1566 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1227.51 ms [2022-04-01 16:14:40 main:574] : INFO : Epoch 1567 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1255.52 ms [2022-04-01 16:14:41 main:574] : INFO : Epoch 1568 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1315.34 ms [2022-04-01 16:14:43 main:574] : INFO : Epoch 1569 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1230.82 ms [2022-04-01 16:14:44 main:574] : INFO : Epoch 1570 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1271.89 ms [2022-04-01 16:14:45 main:574] : INFO : Epoch 1571 | loss: 0.0312511 | val_loss: 0.03125 | Time: 1215.21 ms [2022-04-01 16:14:46 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1178.46 ms [2022-04-01 16:14:47 main:574] : INFO : Epoch 1573 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1064.55 ms [2022-04-01 16:14:49 main:574] : INFO : Epoch 1574 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1280.16 ms [2022-04-01 16:14:50 main:574] : INFO : Epoch 1575 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1084.49 ms [2022-04-01 16:14:51 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1392.06 ms [2022-04-01 16:14:53 main:574] : INFO : Epoch 1577 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1433.33 ms [2022-04-01 16:14:54 main:574] : INFO : Epoch 1578 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1330.53 ms [2022-04-01 16:14:55 main:574] : INFO : Epoch 1579 | loss: 0.0312491 | val_loss: 0.031252 | Time: 1159.34 ms [2022-04-01 16:14:56 main:574] : INFO : Epoch 1580 | loss: 0.0312509 | val_loss: 0.0312532 | Time: 1246.79 ms [2022-04-01 16:14:58 main:574] : INFO : Epoch 1581 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1121.34 ms [2022-04-01 16:14:59 main:574] : INFO : Epoch 1582 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1155.24 ms [2022-04-01 16:15:00 main:574] : INFO : Epoch 1583 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1194.64 ms [2022-04-01 16:15:01 main:574] : INFO : Epoch 1584 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1257.79 ms [2022-04-01 16:15:02 main:574] : INFO : Epoch 1585 | loss: 0.0312507 | val_loss: 0.0312527 | Time: 1216.09 ms [2022-04-01 16:15:04 main:574] : INFO : Epoch 1586 | loss: 0.0312519 | val_loss: 0.0312523 | Time: 1314.29 ms [2022-04-01 16:15:05 main:574] : INFO : Epoch 1587 | loss: 0.03125 | val_loss: 0.031252 | Time: 1324.82 ms [2022-04-01 16:15:07 main:574] : INFO : Epoch 1588 | loss: 0.0312506 | val_loss: 0.0312542 | Time: 1536.8 ms [2022-04-01 16:15:08 main:574] : INFO : Epoch 1589 | loss: 0.03125 | val_loss: 0.03125 | Time: 1477.06 ms [2022-04-01 16:15:09 main:574] : INFO : Epoch 1590 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1263.35 ms [2022-04-01 16:15:11 main:574] : INFO : Epoch 1591 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1475.23 ms [2022-04-01 16:15:12 main:574] : INFO : Epoch 1592 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1253.65 ms [2022-04-01 16:15:13 main:574] : INFO : Epoch 1593 | loss: 0.0312502 | val_loss: 0.0312532 | Time: 1334.8 ms [2022-04-01 16:15:15 main:574] : INFO : Epoch 1594 | loss: 0.031252 | val_loss: 0.0312499 | Time: 1264.78 ms [2022-04-01 16:15:16 main:574] : INFO : Epoch 1595 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1230.17 ms [2022-04-01 16:15:17 main:574] : INFO : Epoch 1596 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1153.43 ms [2022-04-01 16:15:18 main:574] : INFO : Epoch 1597 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1269.14 ms [2022-04-01 16:15:20 main:574] : INFO : Epoch 1598 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1264.95 ms [2022-04-01 16:15:21 main:574] : INFO : Epoch 1599 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1288.66 ms [2022-04-01 16:15:22 main:574] : INFO : Epoch 1600 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1305.95 ms [2022-04-01 16:15:24 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1237.28 ms [2022-04-01 16:15:25 main:574] : INFO : Epoch 1602 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1511.79 ms [2022-04-01 16:15:26 main:574] : INFO : Epoch 1603 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1248.11 ms [2022-04-01 16:15:27 main:574] : INFO : Epoch 1604 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1127.62 ms [2022-04-01 16:15:29 main:574] : INFO : Epoch 1605 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1307.82 ms [2022-04-01 16:15:30 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1148.77 ms [2022-04-01 16:15:31 main:574] : INFO : Epoch 1607 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1102.79 ms [2022-04-01 16:15:32 main:574] : INFO : Epoch 1608 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1101.86 ms [2022-04-01 16:15:33 main:574] : INFO : Epoch 1609 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1141.49 ms [2022-04-01 16:15:34 main:574] : INFO : Epoch 1610 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1166.05 ms [2022-04-01 16:15:36 main:574] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312528 | Time: 1159.41 ms [2022-04-01 16:15:37 main:574] : INFO : Epoch 1612 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 1123.75 ms [2022-04-01 16:15:38 main:574] : INFO : Epoch 1613 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1174.75 ms [2022-04-01 16:15:39 main:574] : INFO : Epoch 1614 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1292.58 ms [2022-04-01 16:15:40 main:574] : INFO : Epoch 1615 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1193.08 ms [2022-04-01 16:15:42 main:574] : INFO : Epoch 1616 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1425.11 ms [2022-04-01 16:15:43 main:574] : INFO : Epoch 1617 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1279.49 ms [2022-04-01 16:15:44 main:574] : INFO : Epoch 1618 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1291.7 ms [2022-04-01 16:15:46 main:574] : INFO : Epoch 1619 | loss: 0.0312493 | val_loss: 0.0312517 | Time: 1218.69 ms [2022-04-01 16:15:47 main:574] : INFO : Epoch 1620 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1370.08 ms [2022-04-01 16:15:49 main:574] : INFO : Epoch 1621 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1505.63 ms [2022-04-01 16:15:50 main:574] : INFO : Epoch 1622 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1338.47 ms [2022-04-01 16:15:51 main:574] : INFO : Epoch 1623 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1266.31 ms [2022-04-01 16:15:53 main:574] : INFO : Epoch 1624 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 1345.16 ms [2022-04-01 16:15:54 main:574] : INFO : Epoch 1625 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1374.3 ms [2022-04-01 16:15:55 main:574] : INFO : Epoch 1626 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1375.99 ms [2022-04-01 16:15:56 main:574] : INFO : Epoch 1627 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1214.47 ms [2022-04-01 16:15:58 main:574] : INFO : Epoch 1628 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1197.34 ms [2022-04-01 16:15:59 main:574] : INFO : Epoch 1629 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1256.82 ms [2022-04-01 16:16:00 main:574] : INFO : Epoch 1630 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1240.5 ms [2022-04-01 16:16:02 main:574] : INFO : Epoch 1631 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1377.56 ms [2022-04-01 16:16:03 main:574] : INFO : Epoch 1632 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1411.66 ms [2022-04-01 16:16:04 main:574] : INFO : Epoch 1633 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1209.26 ms [2022-04-01 16:16:06 main:574] : INFO : Epoch 1634 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1379.74 ms [2022-04-01 16:16:07 main:574] : INFO : Epoch 1635 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1470.81 ms [2022-04-01 16:16:08 main:574] : INFO : Epoch 1636 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1169.8 ms [2022-04-01 16:16:10 main:574] : INFO : Epoch 1637 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1259.99 ms [2022-04-01 16:16:11 main:574] : INFO : Epoch 1638 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1433.75 ms [2022-04-01 16:16:12 main:574] : INFO : Epoch 1639 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1360.99 ms [2022-04-01 16:16:14 main:574] : INFO : Epoch 1640 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1475.41 ms [2022-04-01 16:16:15 main:574] : INFO : Epoch 1641 | loss: 0.0312507 | val_loss: 0.0312545 | Time: 1175.93 ms [2022-04-01 16:16:16 main:574] : INFO : Epoch 1642 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1225.7 ms [2022-04-01 16:16:17 main:574] : INFO : Epoch 1643 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1224.65 ms [2022-04-01 16:16:19 main:574] : INFO : Epoch 1644 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1101.27 ms [2022-04-01 16:16:20 main:574] : INFO : Epoch 1645 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1129.92 ms [2022-04-01 16:16:21 main:574] : INFO : Epoch 1646 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1113.32 ms [2022-04-01 16:16:22 main:574] : INFO : Epoch 1647 | loss: 0.0312493 | val_loss: 0.031252 | Time: 1220.09 ms [2022-04-01 16:16:23 main:574] : INFO : Epoch 1648 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1214.9 ms [2022-04-01 16:16:24 main:574] : INFO : Epoch 1649 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1123.3 ms [2022-04-01 16:16:26 main:574] : INFO : Epoch 1650 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1356.52 ms [2022-04-01 16:16:27 main:574] : INFO : Epoch 1651 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1205.16 ms [2022-04-01 16:16:28 main:574] : INFO : Epoch 1652 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1441.59 ms [2022-04-01 16:16:30 main:574] : INFO : Epoch 1653 | loss: 0.0312495 | val_loss: 0.0312521 | Time: 1401.61 ms [2022-04-01 16:16:31 main:574] : INFO : Epoch 1654 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1117.93 ms [2022-04-01 16:16:32 main:574] : INFO : Epoch 1655 | loss: 0.0312515 | val_loss: 0.0312498 | Time: 1083.18 ms [2022-04-01 16:16:33 main:574] : INFO : Epoch 1656 | loss: 0.031252 | val_loss: 0.0312498 | Time: 1095.75 ms [2022-04-01 16:16:34 main:574] : INFO : Epoch 1657 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1112.42 ms [2022-04-01 16:16:35 main:574] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1096.75 ms [2022-04-01 16:16:37 main:574] : INFO : Epoch 1659 | loss: 0.0312501 | val_loss: 0.0312531 | Time: 1153.9 ms [2022-04-01 16:16:38 main:574] : INFO : Epoch 1660 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1217.91 ms [2022-04-01 16:16:39 main:574] : INFO : Epoch 1661 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1154.86 ms [2022-04-01 16:16:40 main:574] : INFO : Epoch 1662 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 1370.67 ms [2022-04-01 16:16:42 main:574] : INFO : Epoch 1663 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1406.84 ms [2022-04-01 16:16:43 main:574] : INFO : Epoch 1664 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1294.23 ms [2022-04-01 16:16:44 main:574] : INFO : Epoch 1665 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1384.2 ms [2022-04-01 16:16:46 main:574] : INFO : Epoch 1666 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1156.33 ms [2022-04-01 16:16:47 main:574] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1100.81 ms [2022-04-01 16:16:48 main:574] : INFO : Epoch 1668 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1097.55 ms [2022-04-01 16:16:49 main:574] : INFO : Epoch 1669 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1297.53 ms [2022-04-01 16:16:51 main:574] : INFO : Epoch 1670 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1447.62 ms [2022-04-01 16:16:52 main:574] : INFO : Epoch 1671 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1346.73 ms [2022-04-01 16:16:53 main:574] : INFO : Epoch 1672 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 1270.07 ms [2022-04-01 16:16:55 main:574] : INFO : Epoch 1673 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1310.25 ms [2022-04-01 16:16:56 main:574] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1239.5 ms [2022-04-01 16:16:57 main:574] : INFO : Epoch 1675 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1139.46 ms [2022-04-01 16:16:58 main:574] : INFO : Epoch 1676 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1233.5 ms [2022-04-01 16:17:00 main:574] : INFO : Epoch 1677 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1419.61 ms [2022-04-01 16:17:01 main:574] : INFO : Epoch 1678 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1422.37 ms [2022-04-01 16:17:02 main:574] : INFO : Epoch 1679 | loss: 0.0312495 | val_loss: 0.0312532 | Time: 1227.41 ms [2022-04-01 16:17:03 main:574] : INFO : Epoch 1680 | loss: 0.0312514 | val_loss: 0.0312549 | Time: 1230.46 ms [2022-04-01 16:17:05 main:574] : INFO : Epoch 1681 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1471.63 ms [2022-04-01 16:17:06 main:574] : INFO : Epoch 1682 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1300.96 ms [2022-04-01 16:17:08 main:574] : INFO : Epoch 1683 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1584.1 ms [2022-04-01 16:17:09 main:574] : INFO : Epoch 1684 | loss: 0.0312492 | val_loss: 0.0312523 | Time: 1381.94 ms [2022-04-01 16:17:11 main:574] : INFO : Epoch 1685 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1322.44 ms [2022-04-01 16:17:12 main:574] : INFO : Epoch 1686 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1204.75 ms [2022-04-01 16:17:13 main:574] : INFO : Epoch 1687 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1246.4 ms [2022-04-01 16:17:14 main:574] : INFO : Epoch 1688 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1269.62 ms [2022-04-01 16:17:16 main:574] : INFO : Epoch 1689 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1178.48 ms [2022-04-01 16:17:17 main:574] : INFO : Epoch 1690 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1164.75 ms [2022-04-01 16:17:18 main:574] : INFO : Epoch 1691 | loss: 0.0312495 | val_loss: 0.0312559 | Time: 1175.99 ms [2022-04-01 16:17:19 main:574] : INFO : Epoch 1692 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1303.91 ms [2022-04-01 16:17:21 main:574] : INFO : Epoch 1693 | loss: 0.03125 | val_loss: 0.0312521 | Time: 1413.79 ms [2022-04-01 16:17:22 main:574] : INFO : Epoch 1694 | loss: 0.03125 | val_loss: 0.0312528 | Time: 1135.46 ms [2022-04-01 16:17:23 main:574] : INFO : Epoch 1695 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1267.54 ms [2022-04-01 16:17:24 main:574] : INFO : Epoch 1696 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1271.18 ms [2022-04-01 16:17:26 main:574] : INFO : Epoch 1697 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1336.79 ms [2022-04-01 16:17:27 main:574] : INFO : Epoch 1698 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1284.45 ms [2022-04-01 16:17:28 main:574] : INFO : Epoch 1699 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1352.8 ms [2022-04-01 16:17:30 main:574] : INFO : Epoch 1700 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1223.69 ms [2022-04-01 16:17:31 main:574] : INFO : Epoch 1701 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1182.42 ms [2022-04-01 16:17:32 main:574] : INFO : Epoch 1702 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1230.19 ms [2022-04-01 16:17:33 main:574] : INFO : Epoch 1703 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1193.28 ms [2022-04-01 16:17:35 main:574] : INFO : Epoch 1704 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1546.43 ms [2022-04-01 16:17:36 main:574] : INFO : Epoch 1705 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1508.79 ms [2022-04-01 16:17:37 main:574] : INFO : Epoch 1706 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1205.62 ms [2022-04-01 16:17:39 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1146.78 ms [2022-04-01 16:17:40 main:574] : INFO : Epoch 1708 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1072.04 ms [2022-04-01 16:17:41 main:574] : INFO : Epoch 1709 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1205.89 ms [2022-04-01 16:17:42 main:574] : INFO : Epoch 1710 | loss: 0.031251 | val_loss: 0.0312542 | Time: 1218.5 ms [2022-04-01 16:17:44 main:574] : INFO : Epoch 1711 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 1401.89 ms [2022-04-01 16:17:45 main:574] : INFO : Epoch 1712 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1235.74 ms [2022-04-01 16:17:46 main:574] : INFO : Epoch 1713 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 1311.38 ms [2022-04-01 16:17:47 main:574] : INFO : Epoch 1714 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1307.41 ms [2022-04-01 16:17:48 main:574] : INFO : Epoch 1715 | loss: 0.0312514 | val_loss: 0.0312537 | Time: 1040.83 ms [2022-04-01 16:17:50 main:574] : INFO : Epoch 1716 | loss: 0.0312512 | val_loss: 0.0312525 | Time: 1111.76 ms [2022-04-01 16:17:51 main:574] : INFO : Epoch 1717 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1102.45 ms [2022-04-01 16:17:52 main:574] : INFO : Epoch 1718 | loss: 0.03125 | val_loss: 0.031251 | Time: 1084.24 ms [2022-04-01 16:17:53 main:574] : INFO : Epoch 1719 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1069.41 ms [2022-04-01 16:17:54 main:574] : INFO : Epoch 1720 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1137.45 ms [2022-04-01 16:17:55 main:574] : INFO : Epoch 1721 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 1127.92 ms [2022-04-01 16:17:56 main:574] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1111.38 ms [2022-04-01 16:17:57 main:574] : INFO : Epoch 1723 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1127.11 ms [2022-04-01 16:17:59 main:574] : INFO : Epoch 1724 | loss: 0.0312501 | val_loss: 0.0312531 | Time: 1299.75 ms [2022-04-01 16:18:00 main:574] : INFO : Epoch 1725 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 1214.28 ms [2022-04-01 16:18:01 main:574] : INFO : Epoch 1726 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 1223.19 ms [2022-04-01 16:18:02 main:574] : INFO : Epoch 1727 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1140.34 ms [2022-04-01 16:18:04 main:574] : INFO : Epoch 1728 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1317.7 ms [2022-04-01 16:18:05 main:574] : INFO : Epoch 1729 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1296.14 ms [2022-04-01 16:18:06 main:574] : INFO : Epoch 1730 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1166.91 ms [2022-04-01 16:18:07 main:574] : INFO : Epoch 1731 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1170.31 ms [2022-04-01 16:18:08 main:574] : INFO : Epoch 1732 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1164.44 ms [2022-04-01 16:18:10 main:574] : INFO : Epoch 1733 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1097.92 ms [2022-04-01 16:18:11 main:574] : INFO : Epoch 1734 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1078.54 ms [2022-04-01 16:18:12 main:574] : INFO : Epoch 1735 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 1147.9 ms [2022-04-01 16:18:13 main:574] : INFO : Epoch 1736 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1199.59 ms [2022-04-01 16:18:14 main:574] : INFO : Epoch 1737 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1214.29 ms [2022-04-01 16:18:16 main:574] : INFO : Epoch 1738 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1403.74 ms [2022-04-01 16:18:17 main:574] : INFO : Epoch 1739 | loss: 0.0312513 | val_loss: 0.0312537 | Time: 1208.51 ms [2022-04-01 16:18:18 main:574] : INFO : Epoch 1740 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1063.2 ms [2022-04-01 16:18:19 main:574] : INFO : Epoch 1741 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1226.21 ms [2022-04-01 16:18:20 main:574] : INFO : Epoch 1742 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1078.81 ms [2022-04-01 16:18:21 main:574] : INFO : Epoch 1743 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1105.33 ms [2022-04-01 16:18:22 main:574] : INFO : Epoch 1744 | loss: 0.0312492 | val_loss: 0.0312528 | Time: 1077.87 ms [2022-04-01 16:18:23 main:574] : INFO : Epoch 1745 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1074.36 ms [2022-04-01 16:18:25 main:574] : INFO : Epoch 1746 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1074.18 ms [2022-04-01 16:18:26 main:574] : INFO : Epoch 1747 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 1073.35 ms [2022-04-01 16:18:27 main:574] : INFO : Epoch 1748 | loss: 0.0312513 | val_loss: 0.0312519 | Time: 1217.49 ms [2022-04-01 16:18:28 main:574] : INFO : Epoch 1749 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1295.25 ms [2022-04-01 16:18:29 main:574] : INFO : Epoch 1750 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1205.3 ms [2022-04-01 16:18:31 main:574] : INFO : Epoch 1751 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1162.32 ms [2022-04-01 16:18:32 main:574] : INFO : Epoch 1752 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 1243.37 ms [2022-04-01 16:18:33 main:574] : INFO : Epoch 1753 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1169.01 ms [2022-04-01 16:18:34 main:574] : INFO : Epoch 1754 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1114.98 ms [2022-04-01 16:18:35 main:574] : INFO : Epoch 1755 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1120.12 ms [2022-04-01 16:18:36 main:574] : INFO : Epoch 1756 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1148.35 ms [2022-04-01 16:18:38 main:574] : INFO : Epoch 1757 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1268.39 ms [2022-04-01 16:18:39 main:574] : INFO : Epoch 1758 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1147.85 ms [2022-04-01 16:18:40 main:574] : INFO : Epoch 1759 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1059.49 ms [2022-04-01 16:18:41 main:574] : INFO : Epoch 1760 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1051.59 ms [2022-04-01 16:18:42 main:574] : INFO : Epoch 1761 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 1413.35 ms [2022-04-01 16:18:44 main:574] : INFO : Epoch 1762 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 1237.21 ms [2022-04-01 16:18:45 main:574] : INFO : Epoch 1763 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1209.99 ms [2022-04-01 16:18:46 main:574] : INFO : Epoch 1764 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1177.64 ms [2022-04-01 16:18:47 main:574] : INFO : Epoch 1765 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1128.69 ms [2022-04-01 16:18:48 main:574] : INFO : Epoch 1766 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1158.67 ms [2022-04-01 16:18:50 main:574] : INFO : Epoch 1767 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1304.29 ms [2022-04-01 16:18:51 main:574] : INFO : Epoch 1768 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1331.94 ms [2022-04-01 16:18:52 main:574] : INFO : Epoch 1769 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1125.25 ms [2022-04-01 16:18:54 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1208.14 ms [2022-04-01 16:18:55 main:574] : INFO : Epoch 1771 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1233.94 ms [2022-04-01 16:18:56 main:574] : INFO : Epoch 1772 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1079.45 ms [2022-04-01 16:18:57 main:574] : INFO : Epoch 1773 | loss: 0.031251 | val_loss: 0.0312552 | Time: 1215.62 ms [2022-04-01 16:18:58 main:574] : INFO : Epoch 1774 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1084.32 ms [2022-04-01 16:18:59 main:574] : INFO : Epoch 1775 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1100.38 ms [2022-04-01 16:19:00 main:574] : INFO : Epoch 1776 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 1086.23 ms [2022-04-01 16:19:02 main:574] : INFO : Epoch 1777 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1074.19 ms [2022-04-01 16:19:03 main:574] : INFO : Epoch 1778 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1175.96 ms [2022-04-01 16:19:04 main:574] : INFO : Epoch 1779 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1222.41 ms [2022-04-01 16:19:05 main:574] : INFO : Epoch 1780 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1225.74 ms [2022-04-01 16:19:06 main:574] : INFO : Epoch 1781 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1243.43 ms [2022-04-01 16:19:08 main:574] : INFO : Epoch 1782 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1102.67 ms [2022-04-01 16:19:09 main:574] : INFO : Epoch 1783 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1174.01 ms [2022-04-01 16:19:10 main:574] : INFO : Epoch 1784 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1143.49 ms [2022-04-01 16:19:11 main:574] : INFO : Epoch 1785 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1217.88 ms [2022-04-01 16:19:12 main:574] : INFO : Epoch 1786 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1191.71 ms [2022-04-01 16:19:13 main:574] : INFO : Epoch 1787 | loss: 0.0312505 | val_loss: 0.0312539 | Time: 1177.68 ms [2022-04-01 16:19:15 main:574] : INFO : Epoch 1788 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 1084.51 ms [2022-04-01 16:19:16 main:574] : INFO : Epoch 1789 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1097.29 ms [2022-04-01 16:19:17 main:574] : INFO : Epoch 1790 | loss: 0.03125 | val_loss: 0.031252 | Time: 1102.99 ms [2022-04-01 16:19:18 main:574] : INFO : Epoch 1791 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1133.61 ms [2022-04-01 16:19:19 main:574] : INFO : Epoch 1792 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1086.92 ms [2022-04-01 16:19:20 main:574] : INFO : Epoch 1793 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1234.52 ms [2022-04-01 16:19:21 main:574] : INFO : Epoch 1794 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1189.5 ms [2022-04-01 16:19:23 main:574] : INFO : Epoch 1795 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1317.05 ms [2022-04-01 16:19:24 main:574] : INFO : Epoch 1796 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1138.62 ms [2022-04-01 16:19:25 main:574] : INFO : Epoch 1797 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 1137.81 ms [2022-04-01 16:19:26 main:574] : INFO : Epoch 1798 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1129.11 ms [2022-04-01 16:19:27 main:574] : INFO : Epoch 1799 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1125.11 ms [2022-04-01 16:19:28 main:574] : INFO : Epoch 1800 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1085.09 ms [2022-04-01 16:19:30 main:574] : INFO : Epoch 1801 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1165.96 ms [2022-04-01 16:19:31 main:574] : INFO : Epoch 1802 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1130.21 ms [2022-04-01 16:19:32 main:574] : INFO : Epoch 1803 | loss: 0.0312504 | val_loss: 0.031252 | Time: 1340.59 ms [2022-04-01 16:19:33 main:574] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1226.19 ms [2022-04-01 16:19:34 main:574] : INFO : Epoch 1805 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1231.06 ms [2022-04-01 16:19:36 main:574] : INFO : Epoch 1806 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1154.43 ms [2022-04-01 16:19:37 main:574] : INFO : Epoch 1807 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1185.11 ms [2022-04-01 16:19:38 main:574] : INFO : Epoch 1808 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1328.71 ms [2022-04-01 16:19:39 main:574] : INFO : Epoch 1809 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1245.41 ms [2022-04-01 16:19:41 main:574] : INFO : Epoch 1810 | loss: 0.0312492 | val_loss: 0.0312542 | Time: 1338.51 ms [2022-04-01 16:19:42 main:574] : INFO : Epoch 1811 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1213.32 ms [2022-04-01 16:19:43 main:574] : INFO : Epoch 1812 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1189.58 ms [2022-04-01 16:19:44 main:574] : INFO : Epoch 1813 | loss: 0.031249 | val_loss: 0.0312515 | Time: 1118.34 ms [2022-04-01 16:19:46 main:574] : INFO : Epoch 1814 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1217.89 ms [2022-04-01 16:19:47 main:574] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1294.33 ms [2022-04-01 16:19:48 main:574] : INFO : Epoch 1816 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1243.02 ms [2022-04-01 16:19:49 main:574] : INFO : Epoch 1817 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1247.97 ms [2022-04-01 16:19:51 main:574] : INFO : Epoch 1818 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1201.3 ms [2022-04-01 16:19:52 main:574] : INFO : Epoch 1819 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1172.94 ms [2022-04-01 16:19:53 main:574] : INFO : Epoch 1820 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1094.24 ms [2022-04-01 16:19:54 main:574] : INFO : Epoch 1821 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1259.35 ms [2022-04-01 16:19:55 main:574] : INFO : Epoch 1822 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1152.95 ms [2022-04-01 16:19:56 main:574] : INFO : Epoch 1823 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1121 ms [2022-04-01 16:19:58 main:574] : INFO : Epoch 1824 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1207.96 ms [2022-04-01 16:19:59 main:574] : INFO : Epoch 1825 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1153.37 ms [2022-04-01 16:20:00 main:574] : INFO : Epoch 1826 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1069.17 ms [2022-04-01 16:20:01 main:574] : INFO : Epoch 1827 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1082.64 ms [2022-04-01 16:20:02 main:574] : INFO : Epoch 1828 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 1202.74 ms [2022-04-01 16:20:03 main:574] : INFO : Epoch 1829 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1179.17 ms [2022-04-01 16:20:04 main:574] : INFO : Epoch 1830 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1209.81 ms [2022-04-01 16:20:06 main:574] : INFO : Epoch 1831 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1144.03 ms [2022-04-01 16:20:07 main:574] : INFO : Epoch 1832 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1118.76 ms [2022-04-01 16:20:08 main:574] : INFO : Epoch 1833 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1104.99 ms [2022-04-01 16:20:09 main:574] : INFO : Epoch 1834 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1054.63 ms [2022-04-01 16:20:10 main:574] : INFO : Epoch 1835 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1073.12 ms [2022-04-01 16:20:11 main:574] : INFO : Epoch 1836 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1064.68 ms [2022-04-01 16:20:12 main:574] : INFO : Epoch 1837 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1333.54 ms [2022-04-01 16:20:14 main:574] : INFO : Epoch 1838 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1147.77 ms [2022-04-01 16:20:15 main:574] : INFO : Epoch 1839 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1341.37 ms [2022-04-01 16:20:16 main:574] : INFO : Epoch 1840 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1280.27 ms [2022-04-01 16:20:17 main:574] : INFO : Epoch 1841 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1085.92 ms [2022-04-01 16:20:19 main:574] : INFO : Epoch 1842 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1411.82 ms [2022-04-01 16:20:20 main:574] : INFO : Epoch 1843 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1092.61 ms [2022-04-01 16:20:21 main:574] : INFO : Epoch 1844 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1191.69 ms [2022-04-01 16:20:22 main:574] : INFO : Epoch 1845 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1127.85 ms [2022-04-01 16:20:23 main:574] : INFO : Epoch 1846 | loss: 0.031249 | val_loss: 0.031249 | Time: 1081.02 ms [2022-04-01 16:20:24 main:574] : INFO : Epoch 1847 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1093.44 ms [2022-04-01 16:20:25 main:574] : INFO : Epoch 1848 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1100.48 ms [2022-04-01 16:20:27 main:574] : INFO : Epoch 1849 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1295.15 ms [2022-04-01 16:20:28 main:574] : INFO : Epoch 1850 | loss: 0.0312505 | val_loss: 0.0312543 | Time: 1187.55 ms [2022-04-01 16:20:29 main:574] : INFO : Epoch 1851 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1086.34 ms [2022-04-01 16:20:30 main:574] : INFO : Epoch 1852 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1118.58 ms [2022-04-01 16:20:31 main:574] : INFO : Epoch 1853 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1138.38 ms [2022-04-01 16:20:32 main:574] : INFO : Epoch 1854 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1175.9 ms [2022-04-01 16:20:34 main:574] : INFO : Epoch 1855 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1166.34 ms [2022-04-01 16:20:35 main:574] : INFO : Epoch 1856 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1264.22 ms [2022-04-01 16:20:36 main:574] : INFO : Epoch 1857 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1359.24 ms [2022-04-01 16:20:37 main:574] : INFO : Epoch 1858 | loss: 0.03125 | val_loss: 0.0312528 | Time: 1123.28 ms [2022-04-01 16:20:38 main:574] : INFO : Epoch 1859 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 1072.33 ms [2022-04-01 16:20:40 main:574] : INFO : Epoch 1860 | loss: 0.0312495 | val_loss: 0.0312537 | Time: 1063.27 ms [2022-04-01 16:20:41 main:574] : INFO : Epoch 1861 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1080.75 ms [2022-04-01 16:20:42 main:574] : INFO : Epoch 1862 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1294.19 ms [2022-04-01 16:20:43 main:574] : INFO : Epoch 1863 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1133.69 ms [2022-04-01 16:20:44 main:574] : INFO : Epoch 1864 | loss: 0.031249 | val_loss: 0.031249 | Time: 1145.21 ms [2022-04-01 16:20:45 main:574] : INFO : Epoch 1865 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1118.74 ms [2022-04-01 16:20:47 main:574] : INFO : Epoch 1866 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1108.01 ms [2022-04-01 16:20:48 main:574] : INFO : Epoch 1867 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1071.52 ms [2022-04-01 16:20:49 main:574] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1101.66 ms [2022-04-01 16:20:50 main:574] : INFO : Epoch 1869 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1064.1 ms [2022-04-01 16:20:51 main:574] : INFO : Epoch 1870 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1103.72 ms [2022-04-01 16:20:52 main:574] : INFO : Epoch 1871 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1110.35 ms [2022-04-01 16:20:53 main:574] : INFO : Epoch 1872 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1093.71 ms [2022-04-01 16:20:54 main:574] : INFO : Epoch 1873 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 1139.73 ms [2022-04-01 16:20:56 main:574] : INFO : Epoch 1874 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1393.71 ms [2022-04-01 16:20:57 main:574] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1180.54 ms [2022-04-01 16:20:58 main:574] : INFO : Epoch 1876 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1139.95 ms [2022-04-01 16:20:59 main:574] : INFO : Epoch 1877 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1206.5 ms [2022-04-01 16:21:00 main:574] : INFO : Epoch 1878 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1168.8 ms [2022-04-01 16:21:01 main:574] : INFO : Epoch 1879 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1154.49 ms [2022-04-01 16:21:03 main:574] : INFO : Epoch 1880 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1094.45 ms [2022-04-01 16:21:04 main:574] : INFO : Epoch 1881 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 1083.44 ms [2022-04-01 16:21:05 main:574] : INFO : Epoch 1882 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1203.55 ms [2022-04-01 16:21:06 main:574] : INFO : Epoch 1883 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1094.15 ms [2022-04-01 16:21:07 main:574] : INFO : Epoch 1884 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1089.42 ms [2022-04-01 16:21:08 main:574] : INFO : Epoch 1885 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1108.84 ms [2022-04-01 16:21:09 main:574] : INFO : Epoch 1886 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1164.7 ms [2022-04-01 16:21:11 main:574] : INFO : Epoch 1887 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1294.12 ms [2022-04-01 16:21:12 main:574] : INFO : Epoch 1888 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1264.75 ms [2022-04-01 16:21:13 main:574] : INFO : Epoch 1889 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1257.94 ms [2022-04-01 16:21:14 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1106.57 ms [2022-04-01 16:21:15 main:574] : INFO : Epoch 1891 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 1142.01 ms [2022-04-01 16:21:17 main:574] : INFO : Epoch 1892 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1163.28 ms [2022-04-01 16:21:18 main:574] : INFO : Epoch 1893 | loss: 0.03125 | val_loss: 0.0312538 | Time: 1162.79 ms [2022-04-01 16:21:19 main:574] : INFO : Epoch 1894 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 1091.26 ms [2022-04-01 16:21:20 main:574] : INFO : Epoch 1895 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1080.3 ms [2022-04-01 16:21:21 main:574] : INFO : Epoch 1896 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1111.52 ms [2022-04-01 16:21:22 main:574] : INFO : Epoch 1897 | loss: 0.0312494 | val_loss: 0.0312522 | Time: 1110.46 ms [2022-04-01 16:21:23 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1090.82 ms [2022-04-01 16:21:25 main:574] : INFO : Epoch 1899 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1224.87 ms [2022-04-01 16:21:26 main:574] : INFO : Epoch 1900 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1242.86 ms [2022-04-01 16:21:27 main:574] : INFO : Epoch 1901 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1142.63 ms [2022-04-01 16:21:28 main:574] : INFO : Epoch 1902 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1121.16 ms [2022-04-01 16:21:29 main:574] : INFO : Epoch 1903 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1068.01 ms [2022-04-01 16:21:30 main:574] : INFO : Epoch 1904 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1067.12 ms [2022-04-01 16:21:31 main:574] : INFO : Epoch 1905 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1064 ms [2022-04-01 16:21:32 main:574] : INFO : Epoch 1906 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 1153.08 ms [2022-04-01 16:21:34 main:574] : INFO : Epoch 1907 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1106.93 ms [2022-04-01 16:21:35 main:574] : INFO : Epoch 1908 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1118.36 ms [2022-04-01 16:21:36 main:574] : INFO : Epoch 1909 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1115.54 ms [2022-04-01 16:21:37 main:574] : INFO : Epoch 1910 | loss: 0.0312523 | val_loss: 0.0312537 | Time: 1173.77 ms [2022-04-01 16:21:38 main:574] : INFO : Epoch 1911 | loss: 0.0312508 | val_loss: 0.0312489 | Time: 1135.16 ms [2022-04-01 16:21:39 main:574] : INFO : Epoch 1912 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1152.32 ms [2022-04-01 16:21:40 main:574] : INFO : Epoch 1913 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1110.23 ms [2022-04-01 16:21:41 main:574] : INFO : Epoch 1914 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1113.1 ms [2022-04-01 16:21:43 main:574] : INFO : Epoch 1915 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1103.34 ms [2022-04-01 16:21:44 main:574] : INFO : Epoch 1916 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 1089.85 ms [2022-04-01 16:21:45 main:574] : INFO : Epoch 1917 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1155.76 ms [2022-04-01 16:21:46 main:574] : INFO : Epoch 1918 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1207.56 ms [2022-04-01 16:21:47 main:574] : INFO : Epoch 1919 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1139.29 ms [2022-04-01 16:21:48 main:574] : INFO : Epoch 1920 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1197.4 ms [2022-04-01 16:21:49 main:574] : INFO : Epoch 1921 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1069.73 ms [2022-04-01 16:21:51 main:574] : INFO : Epoch 1922 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1150.91 ms [2022-04-01 16:21:52 main:574] : INFO : Epoch 1923 | loss: 0.031251 | val_loss: 0.0312534 | Time: 1070.85 ms [2022-04-01 16:21:53 main:574] : INFO : Epoch 1924 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 1166.02 ms [2022-04-01 16:21:54 main:574] : INFO : Epoch 1925 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1140.03 ms [2022-04-01 16:21:55 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312492 | Time: 1213.16 ms [2022-04-01 16:21:56 main:574] : INFO : Epoch 1927 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1133.25 ms [2022-04-01 16:21:58 main:574] : INFO : Epoch 1928 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1178.96 ms [2022-04-01 16:21:59 main:574] : INFO : Epoch 1929 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1185.65 ms [2022-04-01 16:22:00 main:574] : INFO : Epoch 1930 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1154.75 ms [2022-04-01 16:22:01 main:574] : INFO : Epoch 1931 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1176.28 ms [2022-04-01 16:22:02 main:574] : INFO : Epoch 1932 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1124.95 ms [2022-04-01 16:22:03 main:574] : INFO : Epoch 1933 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1110.69 ms [2022-04-01 16:22:04 main:574] : INFO : Epoch 1934 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1101.7 ms [2022-04-01 16:22:06 main:574] : INFO : Epoch 1935 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1097.66 ms [2022-04-01 16:22:07 main:574] : INFO : Epoch 1936 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1081.5 ms [2022-04-01 16:22:08 main:574] : INFO : Epoch 1937 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1086.9 ms [2022-04-01 16:22:09 main:574] : INFO : Epoch 1938 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 1173.71 ms [2022-04-01 16:22:10 main:574] : INFO : Epoch 1939 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1281.58 ms [2022-04-01 16:22:11 main:574] : INFO : Epoch 1940 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1158.52 ms [2022-04-01 16:22:13 main:574] : INFO : Epoch 1941 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1323.03 ms [2022-04-01 16:22:14 main:574] : INFO : Epoch 1942 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 1335.74 ms [2022-04-01 16:22:15 main:574] : INFO : Epoch 1943 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1127.84 ms [2022-04-01 16:22:16 main:574] : INFO : Epoch 1944 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 1126.25 ms [2022-04-01 16:22:17 main:574] : INFO : Epoch 1945 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1193.17 ms [2022-04-01 16:22:19 main:574] : INFO : Epoch 1946 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1226.38 ms [2022-04-01 16:22:20 main:574] : INFO : Epoch 1947 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1159.12 ms [2022-04-01 16:22:21 main:574] : INFO : Epoch 1948 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1243.95 ms [2022-04-01 16:22:22 main:574] : INFO : Epoch 1949 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1170.25 ms [2022-04-01 16:22:23 main:574] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1212.43 ms [2022-04-01 16:22:25 main:574] : INFO : Epoch 1951 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1248.98 ms [2022-04-01 16:22:26 main:574] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1151.95 ms [2022-04-01 16:22:27 main:574] : INFO : Epoch 1953 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1270.58 ms [2022-04-01 16:22:28 main:574] : INFO : Epoch 1954 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1307 ms [2022-04-01 16:22:30 main:574] : INFO : Epoch 1955 | loss: 0.0312487 | val_loss: 0.0312509 | Time: 1437 ms [2022-04-01 16:22:31 main:574] : INFO : Epoch 1956 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1128.7 ms [2022-04-01 16:22:32 main:574] : INFO : Epoch 1957 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1147.6 ms [2022-04-01 16:22:33 main:574] : INFO : Epoch 1958 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1201.5 ms [2022-04-01 16:22:35 main:574] : INFO : Epoch 1959 | loss: 0.0312489 | val_loss: 0.0312512 | Time: 1346.27 ms [2022-04-01 16:22:36 main:574] : INFO : Epoch 1960 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1334.55 ms [2022-04-01 16:22:37 main:574] : INFO : Epoch 1961 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1188.06 ms [2022-04-01 16:22:38 main:574] : INFO : Epoch 1962 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1168.74 ms [2022-04-01 16:22:40 main:574] : INFO : Epoch 1963 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1198.98 ms [2022-04-01 16:22:41 main:574] : INFO : Epoch 1964 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1241.32 ms [2022-04-01 16:22:42 main:574] : INFO : Epoch 1965 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1211.47 ms [2022-04-01 16:22:43 main:574] : INFO : Epoch 1966 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1098.03 ms [2022-04-01 16:22:44 main:574] : INFO : Epoch 1967 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1202.95 ms [2022-04-01 16:22:46 main:574] : INFO : Epoch 1968 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1105.63 ms [2022-04-01 16:22:47 main:574] : INFO : Epoch 1969 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1223.16 ms [2022-04-01 16:22:48 main:574] : INFO : Epoch 1970 | loss: 0.0312545 | val_loss: 0.0312523 | Time: 1132.54 ms [2022-04-01 16:22:49 main:574] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.031249 | Time: 1207.12 ms [2022-04-01 16:22:50 main:574] : INFO : Epoch 1972 | loss: 0.0312497 | val_loss: 0.0312536 | Time: 1206.62 ms [2022-04-01 16:22:52 main:574] : INFO : Epoch 1973 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1332.73 ms [2022-04-01 16:22:53 main:574] : INFO : Epoch 1974 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1137.53 ms [2022-04-01 16:22:54 main:574] : INFO : Epoch 1975 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1178.02 ms [2022-04-01 16:22:55 main:574] : INFO : Epoch 1976 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1117.92 ms [2022-04-01 16:22:56 main:574] : INFO : Epoch 1977 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1286.27 ms [2022-04-01 16:22:58 main:574] : INFO : Epoch 1978 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 1269.01 ms [2022-04-01 16:22:59 main:574] : INFO : Epoch 1979 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1193.9 ms [2022-04-01 16:23:00 main:574] : INFO : Epoch 1980 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 1169.23 ms [2022-04-01 16:23:01 main:574] : INFO : Epoch 1981 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1135.02 ms [2022-04-01 16:23:02 main:574] : INFO : Epoch 1982 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 1129.71 ms [2022-04-01 16:23:03 main:574] : INFO : Epoch 1983 | loss: 0.0312486 | val_loss: 0.0312505 | Time: 1114.42 ms [2022-04-01 16:23:05 main:574] : INFO : Epoch 1984 | loss: 0.0312485 | val_loss: 0.03125 | Time: 1183 ms [2022-04-01 16:23:06 main:574] : INFO : Epoch 1985 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1222.83 ms [2022-04-01 16:23:07 main:574] : INFO : Epoch 1986 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1150.99 ms [2022-04-01 16:23:08 main:574] : INFO : Epoch 1987 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1162.3 ms [2022-04-01 16:23:09 main:574] : INFO : Epoch 1988 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 1104.88 ms [2022-04-01 16:23:10 main:574] : INFO : Epoch 1989 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1075.15 ms [2022-04-01 16:23:11 main:574] : INFO : Epoch 1990 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1121.76 ms [2022-04-01 16:23:13 main:574] : INFO : Epoch 1991 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1089.6 ms [2022-04-01 16:23:14 main:574] : INFO : Epoch 1992 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1135.41 ms [2022-04-01 16:23:15 main:574] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1134 ms [2022-04-01 16:23:16 main:574] : INFO : Epoch 1994 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1133.33 ms [2022-04-01 16:23:17 main:574] : INFO : Epoch 1995 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1328.7 ms [2022-04-01 16:23:19 main:574] : INFO : Epoch 1996 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1322.28 ms [2022-04-01 16:23:20 main:574] : INFO : Epoch 1997 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1184.62 ms [2022-04-01 16:23:21 main:574] : INFO : Epoch 1998 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1161.97 ms [2022-04-01 16:23:22 main:574] : INFO : Epoch 1999 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1098.73 ms [2022-04-01 16:23:23 main:574] : INFO : Epoch 2000 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1142.63 ms [2022-04-01 16:23:24 main:574] : INFO : Epoch 2001 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1092.51 ms [2022-04-01 16:23:26 main:574] : INFO : Epoch 2002 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1323.96 ms [2022-04-01 16:23:27 main:574] : INFO : Epoch 2003 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1118.92 ms [2022-04-01 16:23:28 main:574] : INFO : Epoch 2004 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1149.07 ms [2022-04-01 16:23:29 main:574] : INFO : Epoch 2005 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1150.53 ms [2022-04-01 16:23:30 main:574] : INFO : Epoch 2006 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1119.48 ms [2022-04-01 16:23:32 main:574] : INFO : Epoch 2007 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1324 ms [2022-04-01 16:23:33 main:574] : INFO : Epoch 2008 | loss: 0.0312485 | val_loss: 0.0312507 | Time: 1190.81 ms [2022-04-01 16:23:34 main:574] : INFO : Epoch 2009 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1126.52 ms [2022-04-01 16:23:35 main:574] : INFO : Epoch 2010 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 1273.46 ms [2022-04-01 16:23:36 main:574] : INFO : Epoch 2011 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1120.2 ms [2022-04-01 16:23:37 main:574] : INFO : Epoch 2012 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1135.67 ms [2022-04-01 16:23:39 main:574] : INFO : Epoch 2013 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1217.1 ms [2022-04-01 16:23:40 main:574] : INFO : Epoch 2014 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1182.14 ms [2022-04-01 16:23:41 main:574] : INFO : Epoch 2015 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1165.37 ms [2022-04-01 16:23:42 main:574] : INFO : Epoch 2016 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1302.88 ms [2022-04-01 16:23:44 main:574] : INFO : Epoch 2017 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1500.19 ms [2022-04-01 16:23:45 main:574] : INFO : Epoch 2018 | loss: 0.031249 | val_loss: 0.0312514 | Time: 1391.18 ms [2022-04-01 16:23:46 main:574] : INFO : Epoch 2019 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1294.05 ms [2022-04-01 16:23:48 main:574] : INFO : Epoch 2020 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1317.67 ms [2022-04-01 16:23:49 main:574] : INFO : Epoch 2021 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1202.42 ms [2022-04-01 16:23:50 main:574] : INFO : Epoch 2022 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1332.47 ms [2022-04-01 16:23:52 main:574] : INFO : Epoch 2023 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1552.12 ms [2022-04-01 16:23:53 main:574] : INFO : Epoch 2024 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1323.35 ms [2022-04-01 16:23:55 main:574] : INFO : Epoch 2025 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 1319.47 ms [2022-04-01 16:23:56 main:574] : INFO : Epoch 2026 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1396.31 ms [2022-04-01 16:23:57 main:574] : INFO : Epoch 2027 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1145.14 ms [2022-04-01 16:23:58 main:574] : INFO : Epoch 2028 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1300.18 ms [2022-04-01 16:24:00 main:574] : INFO : Epoch 2029 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1164.75 ms [2022-04-01 16:24:01 main:574] : INFO : Epoch 2030 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1197.23 ms [2022-04-01 16:24:02 main:574] : INFO : Epoch 2031 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1129.3 ms [2022-04-01 16:24:03 main:574] : INFO : Epoch 2032 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1304.17 ms [2022-04-01 16:24:05 main:574] : INFO : Epoch 2033 | loss: 0.0312483 | val_loss: 0.031249 | Time: 1323.68 ms [2022-04-01 16:24:06 main:574] : INFO : Epoch 2034 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1113.41 ms [2022-04-01 16:24:07 main:574] : INFO : Epoch 2035 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1245.66 ms [2022-04-01 16:24:08 main:574] : INFO : Epoch 2036 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1115.3 ms [2022-04-01 16:24:09 main:574] : INFO : Epoch 2037 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1150.35 ms [2022-04-01 16:24:10 main:574] : INFO : Epoch 2038 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1142.81 ms [2022-04-01 16:24:12 main:574] : INFO : Epoch 2039 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1381.25 ms [2022-04-01 16:24:13 main:574] : INFO : Epoch 2040 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1116.12 ms [2022-04-01 16:24:14 main:574] : INFO : Epoch 2041 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1193.74 ms [2022-04-01 16:24:15 main:574] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 1190.13 ms [2022-04-01 16:24:16 main:574] : INFO : Epoch 2043 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1174.79 ms [2022-04-01 16:24:18 main:574] : INFO : Epoch 2044 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1160.15 ms [2022-04-01 16:24:19 main:574] : INFO : Epoch 2045 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1420.57 ms [2022-04-01 16:24:20 main:574] : INFO : Epoch 2046 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1239.56 ms [2022-04-01 16:24:21 main:574] : INFO : Epoch 2047 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1186.19 ms [2022-04-01 16:24:23 main:574] : INFO : Epoch 2048 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1214.82 ms [2022-04-01 16:24:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312487 [2022-04-01 16:24:23 main:603] : INFO : Saving end state to config to file [2022-04-01 16:24:23 main:608] : INFO : Success, exiting.. 16:24:23 (28436): 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)