Task 13240497
| Name | ParityModified-1645998289-30931-2-0_0 |
| Workunit | 10359401 |
| Created | 15 Mar 2022, 17:56:21 UTC |
| Sent | 22 Mar 2022, 2:06:32 UTC |
| Report deadline | 30 Mar 2022, 2:06:32 UTC |
| Received | 24 Mar 2022, 23:26:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13372 |
| Run time | 3 hours 41 min 58 sec |
| CPU time | 3 hours 40 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,868.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.85 GB |
| Peak swap size | 4.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3 main:574] : INFO : Epoch 1542 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1135.41 ms [2022-03-24 18:19:05 main:574] : INFO : Epoch 1543 | loss: 0.0312497 | val_loss: 0.0312481 | Time: 1324.31 ms [2022-03-24 18:19:06 main:574] : INFO : Epoch 1544 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1120.14 ms [2022-03-24 18:19:07 main:574] : INFO : Epoch 1545 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1343.06 ms [2022-03-24 18:19:08 main:574] : INFO : Epoch 1546 | loss: 0.0312487 | val_loss: 0.0312502 | Time: 1111.58 ms [2022-03-24 18:19:09 main:574] : INFO : Epoch 1547 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1274.26 ms [2022-03-24 18:19:11 main:574] : INFO : Epoch 1548 | loss: 0.0312502 | val_loss: 0.0312488 | Time: 1127.36 ms [2022-03-24 18:19:12 main:574] : INFO : Epoch 1549 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1314.61 ms [2022-03-24 18:19:13 main:574] : INFO : Epoch 1550 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1153.74 ms [2022-03-24 18:19:14 main:574] : INFO : Epoch 1551 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1303.16 ms [2022-03-24 18:19:16 main:574] : INFO : Epoch 1552 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1145.34 ms [2022-03-24 18:19:17 main:574] : INFO : Epoch 1553 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1260.62 ms [2022-03-24 18:19:18 main:574] : INFO : Epoch 1554 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 1154.51 ms [2022-03-24 18:19:19 main:574] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312483 | Time: 1244.59 ms [2022-03-24 18:19:20 main:574] : INFO : Epoch 1556 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 1181.81 ms [2022-03-24 18:19:22 main:574] : INFO : Epoch 1557 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1196.66 ms [2022-03-24 18:19:23 main:574] : INFO : Epoch 1558 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1184.06 ms [2022-03-24 18:19:24 main:574] : INFO : Epoch 1559 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1223.8 ms [2022-03-24 18:19:25 main:574] : INFO : Epoch 1560 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1201.33 ms [2022-03-24 18:19:26 main:574] : INFO : Epoch 1561 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1184.86 ms [2022-03-24 18:19:28 main:574] : INFO : Epoch 1562 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 1240.26 ms [2022-03-24 18:19:29 main:574] : INFO : Epoch 1563 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1154.71 ms [2022-03-24 18:19:30 main:574] : INFO : Epoch 1564 | loss: 0.031249 | val_loss: 0.031248 | Time: 1244.11 ms [2022-03-24 18:19:31 main:574] : INFO : Epoch 1565 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1177.4 ms [2022-03-24 18:19:33 main:574] : INFO : Epoch 1566 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1250.83 ms [2022-03-24 18:19:34 main:574] : INFO : Epoch 1567 | loss: 0.0312493 | val_loss: 0.031248 | Time: 1126.44 ms [2022-03-24 18:19:35 main:574] : INFO : Epoch 1568 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1258.32 ms [2022-03-24 18:19:36 main:574] : INFO : Epoch 1569 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1117.22 ms [2022-03-24 18:19:37 main:574] : INFO : Epoch 1570 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1281.86 ms [2022-03-24 18:19:38 main:574] : INFO : Epoch 1571 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1108.62 ms [2022-03-24 18:19:40 main:574] : INFO : Epoch 1572 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1314.92 ms [2022-03-24 18:19:41 main:574] : INFO : Epoch 1573 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1112.27 ms [2022-03-24 18:19:42 main:574] : INFO : Epoch 1574 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1287.69 ms [2022-03-24 18:19:43 main:574] : INFO : Epoch 1575 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1100.27 ms [2022-03-24 18:19:45 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.031248 | Time: 1315.04 ms [2022-03-24 18:19:46 main:574] : INFO : Epoch 1577 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1099.21 ms [2022-03-24 18:19:47 main:574] : INFO : Epoch 1578 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1304.2 ms [2022-03-24 18:19:48 main:574] : INFO : Epoch 1579 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1099 ms [2022-03-24 18:19:49 main:574] : INFO : Epoch 1580 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1240.9 ms [2022-03-24 18:19:51 main:574] : INFO : Epoch 1581 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 1124.11 ms [2022-03-24 18:19:52 main:574] : INFO : Epoch 1582 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1237.57 ms [2022-03-24 18:19:53 main:574] : INFO : Epoch 1583 | loss: 0.03125 | val_loss: 0.031251 | Time: 1162.38 ms [2022-03-24 18:19:54 main:574] : INFO : Epoch 1584 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1207.88 ms [2022-03-24 18:19:55 main:574] : INFO : Epoch 1585 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1176.29 ms [2022-03-24 18:19:57 main:574] : INFO : Epoch 1586 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1194.58 ms [2022-03-24 18:19:58 main:574] : INFO : Epoch 1587 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 1192.97 ms [2022-03-24 18:19:59 main:574] : INFO : Epoch 1588 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1189.83 ms [2022-03-24 18:20:00 main:574] : INFO : Epoch 1589 | loss: 0.03125 | val_loss: 0.0312491 | Time: 1204.28 ms [2022-03-24 18:20:01 main:574] : INFO : Epoch 1590 | loss: 0.0312491 | val_loss: 0.0312512 | Time: 1152.14 ms [2022-03-24 18:20:03 main:574] : INFO : Epoch 1591 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 1224.19 ms [2022-03-24 18:20:04 main:574] : INFO : Epoch 1592 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1114.6 ms [2022-03-24 18:20:05 main:574] : INFO : Epoch 1593 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1289.97 ms [2022-03-24 18:20:06 main:574] : INFO : Epoch 1594 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1102.76 ms [2022-03-24 18:20:07 main:574] : INFO : Epoch 1595 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 1275.88 ms [2022-03-24 18:20:08 main:574] : INFO : Epoch 1596 | loss: 0.0312495 | val_loss: 0.0312483 | Time: 1099.53 ms [2022-03-24 18:20:10 main:574] : INFO : Epoch 1597 | loss: 0.0312491 | val_loss: 0.0312479 | Time: 1292.93 ms [2022-03-24 18:20:11 main:574] : INFO : Epoch 1598 | loss: 0.031249 | val_loss: 0.031248 | Time: 1106.95 ms [2022-03-24 18:20:12 main:574] : INFO : Epoch 1599 | loss: 0.031251 | val_loss: 0.0312494 | Time: 1308.19 ms [2022-03-24 18:20:13 main:574] : INFO : Epoch 1600 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1098.69 ms [2022-03-24 18:20:15 main:574] : INFO : Epoch 1601 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1336.86 ms [2022-03-24 18:20:16 main:574] : INFO : Epoch 1602 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1101.24 ms [2022-03-24 18:20:17 main:574] : INFO : Epoch 1603 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1353.14 ms [2022-03-24 18:20:18 main:574] : INFO : Epoch 1604 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1100.79 ms [2022-03-24 18:20:19 main:574] : INFO : Epoch 1605 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1254.43 ms [2022-03-24 18:20:21 main:574] : INFO : Epoch 1606 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1136.19 ms [2022-03-24 18:20:22 main:574] : INFO : Epoch 1607 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1260.84 ms [2022-03-24 18:20:23 main:574] : INFO : Epoch 1608 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1159.72 ms [2022-03-24 18:20:24 main:574] : INFO : Epoch 1609 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1269.87 ms [2022-03-24 18:20:25 main:574] : INFO : Epoch 1610 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1144.86 ms [2022-03-24 18:20:27 main:574] : INFO : Epoch 1611 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1225.89 ms [2022-03-24 18:20:28 main:574] : INFO : Epoch 1612 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1174.83 ms [2022-03-24 18:20:29 main:574] : INFO : Epoch 1613 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1219.01 ms [2022-03-24 18:20:30 main:574] : INFO : Epoch 1614 | loss: 0.0312484 | val_loss: 0.0312509 | Time: 1184.47 ms [2022-03-24 18:20:32 main:574] : INFO : Epoch 1615 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1194.24 ms [2022-03-24 18:20:33 main:574] : INFO : Epoch 1616 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1202.16 ms [2022-03-24 18:20:34 main:574] : INFO : Epoch 1617 | loss: 0.0312486 | val_loss: 0.0312506 | Time: 1149.88 ms [2022-03-24 18:20:35 main:574] : INFO : Epoch 1618 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 1237.03 ms [2022-03-24 18:20:36 main:574] : INFO : Epoch 1619 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1130.05 ms [2022-03-24 18:20:38 main:574] : INFO : Epoch 1620 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1265.53 ms [2022-03-24 18:20:39 main:574] : INFO : Epoch 1621 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1123.66 ms [2022-03-24 18:20:40 main:574] : INFO : Epoch 1622 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1307.34 ms [2022-03-24 18:20:41 main:574] : INFO : Epoch 1623 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1097.48 ms [2022-03-24 18:20:42 main:574] : INFO : Epoch 1624 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1261.44 ms [2022-03-24 18:20:43 main:574] : INFO : Epoch 1625 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 1106.75 ms [2022-03-24 18:20:45 main:574] : INFO : Epoch 1626 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 1267.42 ms [2022-03-24 18:20:46 main:574] : INFO : Epoch 1627 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1097.53 ms [2022-03-24 18:20:47 main:574] : INFO : Epoch 1628 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1296.5 ms [2022-03-24 18:20:48 main:574] : INFO : Epoch 1629 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1284.49 ms [2022-03-24 18:20:50 main:574] : INFO : Epoch 1630 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1336.71 ms [2022-03-24 18:20:51 main:574] : INFO : Epoch 1631 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1097.3 ms [2022-03-24 18:20:52 main:574] : INFO : Epoch 1632 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1315.45 ms [2022-03-24 18:20:53 main:574] : INFO : Epoch 1633 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1101.57 ms [2022-03-24 18:20:55 main:574] : INFO : Epoch 1634 | loss: 0.0312513 | val_loss: 0.0312489 | Time: 1288.75 ms [2022-03-24 18:20:56 main:574] : INFO : Epoch 1635 | loss: 0.03125 | val_loss: 0.0312484 | Time: 1107.51 ms [2022-03-24 18:20:57 main:574] : INFO : Epoch 1636 | loss: 0.0312494 | val_loss: 0.0312479 | Time: 1310.82 ms [2022-03-24 18:20:58 main:574] : INFO : Epoch 1637 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1127.89 ms [2022-03-24 18:20:59 main:574] : INFO : Epoch 1638 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1269.3 ms [2022-03-24 18:21:01 main:574] : INFO : Epoch 1639 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1123.76 ms [2022-03-24 18:21:02 main:574] : INFO : Epoch 1640 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1254.42 ms [2022-03-24 18:21:03 main:574] : INFO : Epoch 1641 | loss: 0.031248 | val_loss: 0.0312497 | Time: 1142.85 ms [2022-03-24 18:21:04 main:574] : INFO : Epoch 1642 | loss: 0.0312488 | val_loss: 0.031248 | Time: 1226.86 ms [2022-03-24 18:21:05 main:574] : INFO : Epoch 1643 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1165.06 ms [2022-03-24 18:21:07 main:574] : INFO : Epoch 1644 | loss: 0.0312485 | val_loss: 0.0312504 | Time: 1158.08 ms [2022-03-24 18:21:08 main:574] : INFO : Epoch 1645 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 1194.1 ms [2022-03-24 18:21:09 main:574] : INFO : Epoch 1646 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1163.29 ms [2022-03-24 18:21:10 main:574] : INFO : Epoch 1647 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1233.4 ms [2022-03-24 18:21:11 main:574] : INFO : Epoch 1648 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1135.11 ms [2022-03-24 18:21:13 main:574] : INFO : Epoch 1649 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1246.96 ms [2022-03-24 18:21:14 main:574] : INFO : Epoch 1650 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 1126.5 ms [2022-03-24 18:21:15 main:574] : INFO : Epoch 1651 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 1281.22 ms [2022-03-24 18:21:16 main:574] : INFO : Epoch 1652 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1106.96 ms [2022-03-24 18:21:17 main:574] : INFO : Epoch 1653 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1370.23 ms [2022-03-24 18:21:19 main:574] : INFO : Epoch 1654 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1096.95 ms [2022-03-24 18:21:20 main:574] : INFO : Epoch 1655 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1323.42 ms [2022-03-24 18:21:21 main:574] : INFO : Epoch 1656 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1096.55 ms [2022-03-24 18:21:22 main:574] : INFO : Epoch 1657 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1292.17 ms [2022-03-24 18:21:23 main:574] : INFO : Epoch 1658 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 1100.48 ms [2022-03-24 18:21:25 main:574] : INFO : Epoch 1659 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1291.1 ms [2022-03-24 18:21:26 main:574] : INFO : Epoch 1660 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 1098.74 ms [2022-03-24 18:21:27 main:574] : INFO : Epoch 1661 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1309.57 ms [2022-03-24 18:21:28 main:574] : INFO : Epoch 1662 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1104.2 ms [2022-03-24 18:21:29 main:574] : INFO : Epoch 1663 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 1261.32 ms [2022-03-24 18:21:31 main:574] : INFO : Epoch 1664 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1137.34 ms [2022-03-24 18:21:32 main:574] : INFO : Epoch 1665 | loss: 0.031249 | val_loss: 0.0312479 | Time: 1261 ms [2022-03-24 18:21:33 main:574] : INFO : Epoch 1666 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1144.88 ms [2022-03-24 18:21:34 main:574] : INFO : Epoch 1667 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1263.02 ms [2022-03-24 18:21:35 main:574] : INFO : Epoch 1668 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1130.75 ms [2022-03-24 18:21:37 main:574] : INFO : Epoch 1669 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1229.44 ms [2022-03-24 18:21:38 main:574] : INFO : Epoch 1670 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1160.91 ms [2022-03-24 18:21:39 main:574] : INFO : Epoch 1671 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1189.51 ms [2022-03-24 18:21:40 main:574] : INFO : Epoch 1672 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1212.13 ms [2022-03-24 18:21:41 main:574] : INFO : Epoch 1673 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1159.1 ms [2022-03-24 18:21:43 main:574] : INFO : Epoch 1674 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 1222.49 ms [2022-03-24 18:21:44 main:574] : INFO : Epoch 1675 | loss: 0.031249 | val_loss: 0.0312481 | Time: 1142.23 ms [2022-03-24 18:21:45 main:574] : INFO : Epoch 1676 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1258.3 ms [2022-03-24 18:21:46 main:574] : INFO : Epoch 1677 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1154.46 ms [2022-03-24 18:21:48 main:574] : INFO : Epoch 1678 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 1336.71 ms [2022-03-24 18:21:49 main:574] : INFO : Epoch 1679 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1378.86 ms [2022-03-24 18:21:50 main:574] : INFO : Epoch 1680 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 1228.37 ms [2022-03-24 18:21:51 main:574] : INFO : Epoch 1681 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 1150.41 ms [2022-03-24 18:21:53 main:574] : INFO : Epoch 1682 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1250 ms [2022-03-24 18:21:54 main:574] : INFO : Epoch 1683 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1124.67 ms [2022-03-24 18:21:55 main:574] : INFO : Epoch 1684 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1247.53 ms [2022-03-24 18:21:56 main:574] : INFO : Epoch 1685 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1130.92 ms [2022-03-24 18:21:58 main:574] : INFO : Epoch 1686 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1253.78 ms [2022-03-24 18:21:59 main:574] : INFO : Epoch 1687 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1104.04 ms [2022-03-24 18:22:00 main:574] : INFO : Epoch 1688 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1327.84 ms [2022-03-24 18:22:01 main:574] : INFO : Epoch 1689 | loss: 0.0312502 | val_loss: 0.031252 | Time: 1098.94 ms [2022-03-24 18:22:02 main:574] : INFO : Epoch 1690 | loss: 0.0312503 | val_loss: 0.0312487 | Time: 1309.18 ms [2022-03-24 18:22:03 main:574] : INFO : Epoch 1691 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1095.05 ms [2022-03-24 18:22:05 main:574] : INFO : Epoch 1692 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1289.78 ms [2022-03-24 18:22:06 main:574] : INFO : Epoch 1693 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 1099.41 ms [2022-03-24 18:22:07 main:574] : INFO : Epoch 1694 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 1316.49 ms [2022-03-24 18:22:08 main:574] : INFO : Epoch 1695 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1097.93 ms [2022-03-24 18:22:10 main:574] : INFO : Epoch 1696 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1304.49 ms [2022-03-24 18:22:11 main:574] : INFO : Epoch 1697 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1098.59 ms [2022-03-24 18:22:12 main:574] : INFO : Epoch 1698 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1299.95 ms [2022-03-24 18:22:13 main:574] : INFO : Epoch 1699 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1112.49 ms [2022-03-24 18:22:14 main:574] : INFO : Epoch 1700 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 1274.62 ms [2022-03-24 18:22:16 main:574] : INFO : Epoch 1701 | loss: 0.0312496 | val_loss: 0.0312483 | Time: 1134.75 ms [2022-03-24 18:22:17 main:574] : INFO : Epoch 1702 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1231.77 ms [2022-03-24 18:22:18 main:574] : INFO : Epoch 1703 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 1151.06 ms [2022-03-24 18:22:19 main:574] : INFO : Epoch 1704 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1218.43 ms [2022-03-24 18:22:20 main:574] : INFO : Epoch 1705 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1193.89 ms [2022-03-24 18:22:22 main:574] : INFO : Epoch 1706 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1178.61 ms [2022-03-24 18:22:23 main:574] : INFO : Epoch 1707 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1194.33 ms [2022-03-24 18:22:24 main:574] : INFO : Epoch 1708 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1169.23 ms [2022-03-24 18:22:25 main:574] : INFO : Epoch 1709 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1223.46 ms [2022-03-24 18:22:26 main:574] : INFO : Epoch 1710 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1137.73 ms [2022-03-24 18:22:28 main:574] : INFO : Epoch 1711 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 1281.37 ms [2022-03-24 18:22:29 main:574] : INFO : Epoch 1712 | loss: 0.031251 | val_loss: 0.0312483 | Time: 1115.35 ms [2022-03-24 18:22:30 main:574] : INFO : Epoch 1713 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1300.62 ms [2022-03-24 18:22:31 main:574] : INFO : Epoch 1714 | loss: 0.0312491 | val_loss: 0.0312479 | Time: 1109.84 ms [2022-03-24 18:22:32 main:574] : INFO : Epoch 1715 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1320.88 ms [2022-03-24 18:22:34 main:574] : INFO : Epoch 1716 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1100.07 ms [2022-03-24 18:22:35 main:574] : INFO : Epoch 1717 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1284.66 ms [2022-03-24 18:22:36 main:574] : INFO : Epoch 1718 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 1095.8 ms [2022-03-24 18:22:37 main:574] : INFO : Epoch 1719 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1326.9 ms [2022-03-24 18:22:38 main:574] : INFO : Epoch 1720 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 1092.25 ms [2022-03-24 18:22:40 main:574] : INFO : Epoch 1721 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1297.91 ms [2022-03-24 18:22:41 main:574] : INFO : Epoch 1722 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1107.54 ms [2022-03-24 18:22:42 main:574] : INFO : Epoch 1723 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1321.03 ms [2022-03-24 18:22:43 main:574] : INFO : Epoch 1724 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1099.7 ms [2022-03-24 18:22:45 main:574] : INFO : Epoch 1725 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1262.51 ms [2022-03-24 18:22:46 main:574] : INFO : Epoch 1726 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1125.52 ms [2022-03-24 18:22:47 main:574] : INFO : Epoch 1727 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1299.52 ms [2022-03-24 18:22:48 main:574] : INFO : Epoch 1728 | loss: 0.0312494 | val_loss: 0.0312529 | Time: 1346.58 ms [2022-03-24 18:22:50 main:574] : INFO : Epoch 1729 | loss: 0.0312508 | val_loss: 0.0312483 | Time: 1384.72 ms [2022-03-24 18:22:51 main:574] : INFO : Epoch 1730 | loss: 0.0312507 | val_loss: 0.0312489 | Time: 1095.62 ms [2022-03-24 18:22:52 main:574] : INFO : Epoch 1731 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 1296.6 ms [2022-03-24 18:22:53 main:574] : INFO : Epoch 1732 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 1092.07 ms [2022-03-24 18:22:55 main:574] : INFO : Epoch 1733 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1304.36 ms [2022-03-24 18:22:56 main:574] : INFO : Epoch 1734 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1105.77 ms [2022-03-24 18:22:57 main:574] : INFO : Epoch 1735 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 1277.93 ms [2022-03-24 18:22:58 main:574] : INFO : Epoch 1736 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1121.49 ms [2022-03-24 18:22:59 main:574] : INFO : Epoch 1737 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1245.02 ms [2022-03-24 18:23:01 main:574] : INFO : Epoch 1738 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1178.51 ms [2022-03-24 18:23:02 main:574] : INFO : Epoch 1739 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1212.97 ms [2022-03-24 18:23:03 main:574] : INFO : Epoch 1740 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 1192.96 ms [2022-03-24 18:23:04 main:574] : INFO : Epoch 1741 | loss: 0.031249 | val_loss: 0.031249 | Time: 1189.92 ms [2022-03-24 18:23:05 main:574] : INFO : Epoch 1742 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1214.16 ms [2022-03-24 18:23:07 main:574] : INFO : Epoch 1743 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1186.95 ms [2022-03-24 18:23:08 main:574] : INFO : Epoch 1744 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1209.83 ms [2022-03-24 18:23:09 main:574] : INFO : Epoch 1745 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1123.69 ms [2022-03-24 18:23:10 main:574] : INFO : Epoch 1746 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1243.8 ms [2022-03-24 18:23:11 main:574] : INFO : Epoch 1747 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 1133.25 ms [2022-03-24 18:23:13 main:574] : INFO : Epoch 1748 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 1276.44 ms [2022-03-24 18:23:14 main:574] : INFO : Epoch 1749 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 1101.23 ms [2022-03-24 18:23:15 main:574] : INFO : Epoch 1750 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 1294.78 ms [2022-03-24 18:23:16 main:574] : INFO : Epoch 1751 | loss: 0.0312485 | val_loss: 0.0312508 | Time: 1093.25 ms [2022-03-24 18:23:17 main:574] : INFO : Epoch 1752 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1284.42 ms [2022-03-24 18:23:18 main:574] : INFO : Epoch 1753 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 1097.32 ms [2022-03-24 18:23:20 main:574] : INFO : Epoch 1754 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 1304.75 ms [2022-03-24 18:23:21 main:574] : INFO : Epoch 1755 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1106.34 ms [2022-03-24 18:23:22 main:574] : INFO : Epoch 1756 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1289.15 ms [2022-03-24 18:23:23 main:574] : INFO : Epoch 1757 | loss: 0.0312492 | val_loss: 0.0312521 | Time: 1103.64 ms [2022-03-24 18:23:25 main:574] : INFO : Epoch 1758 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1260.02 ms [2022-03-24 18:23:26 main:574] : INFO : Epoch 1759 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1095.55 ms [2022-03-24 18:23:27 main:574] : INFO : Epoch 1760 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1254.27 ms [2022-03-24 18:23:28 main:574] : INFO : Epoch 1761 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1133.79 ms [2022-03-24 18:23:29 main:574] : INFO : Epoch 1762 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1232.38 ms [2022-03-24 18:23:31 main:574] : INFO : Epoch 1763 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1153.25 ms [2022-03-24 18:23:32 main:574] : INFO : Epoch 1764 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1244.98 ms [2022-03-24 18:23:33 main:574] : INFO : Epoch 1765 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1168.47 ms [2022-03-24 18:23:34 main:574] : INFO : Epoch 1766 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1175.32 ms [2022-03-24 18:23:35 main:574] : INFO : Epoch 1767 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1215.69 ms [2022-03-24 18:23:37 main:574] : INFO : Epoch 1768 | loss: 0.0312498 | val_loss: 0.031248 | Time: 1160.82 ms [2022-03-24 18:23:38 main:574] : INFO : Epoch 1769 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1251.45 ms [2022-03-24 18:23:39 main:574] : INFO : Epoch 1770 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1140.77 ms [2022-03-24 18:23:40 main:574] : INFO : Epoch 1771 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 1264.61 ms [2022-03-24 18:23:41 main:574] : INFO : Epoch 1772 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1129.22 ms [2022-03-24 18:23:43 main:574] : INFO : Epoch 1773 | loss: 0.0312487 | val_loss: 0.031252 | Time: 1195.37 ms [2022-03-24 18:23:44 main:574] : INFO : Epoch 1774 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1101.96 ms [2022-03-24 18:23:45 main:574] : INFO : Epoch 1775 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1304.92 ms [2022-03-24 18:23:46 main:574] : INFO : Epoch 1776 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1092.9 ms [2022-03-24 18:23:47 main:574] : INFO : Epoch 1777 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1320.36 ms [2022-03-24 18:23:49 main:574] : INFO : Epoch 1778 | loss: 0.0312487 | val_loss: 0.031251 | Time: 1371.14 ms [2022-03-24 18:23:50 main:574] : INFO : Epoch 1779 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 1272.97 ms [2022-03-24 18:23:51 main:574] : INFO : Epoch 1780 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1106.65 ms [2022-03-24 18:23:52 main:574] : INFO : Epoch 1781 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1298.19 ms [2022-03-24 18:23:54 main:574] : INFO : Epoch 1782 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1108.26 ms [2022-03-24 18:23:55 main:574] : INFO : Epoch 1783 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1280.67 ms [2022-03-24 18:23:56 main:574] : INFO : Epoch 1784 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1101.18 ms [2022-03-24 18:23:57 main:574] : INFO : Epoch 1785 | loss: 0.0312496 | val_loss: 0.031248 | Time: 1315.69 ms [2022-03-24 18:23:58 main:574] : INFO : Epoch 1786 | loss: 0.0312481 | val_loss: 0.0312519 | Time: 1101.65 ms [2022-03-24 18:24:00 main:574] : INFO : Epoch 1787 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1279.51 ms [2022-03-24 18:24:01 main:574] : INFO : Epoch 1788 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1104.24 ms [2022-03-24 18:24:02 main:574] : INFO : Epoch 1789 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 1302.02 ms [2022-03-24 18:24:03 main:574] : INFO : Epoch 1790 | loss: 0.0312499 | val_loss: 0.0312482 | Time: 1107.73 ms [2022-03-24 18:24:05 main:574] : INFO : Epoch 1791 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1310.42 ms [2022-03-24 18:24:06 main:574] : INFO : Epoch 1792 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 1108.34 ms [2022-03-24 18:24:07 main:574] : INFO : Epoch 1793 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1295.17 ms [2022-03-24 18:24:08 main:574] : INFO : Epoch 1794 | loss: 0.0312496 | val_loss: 0.0312483 | Time: 1128.59 ms [2022-03-24 18:24:09 main:574] : INFO : Epoch 1795 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1256.7 ms [2022-03-24 18:24:11 main:574] : INFO : Epoch 1796 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1162.98 ms [2022-03-24 18:24:12 main:574] : INFO : Epoch 1797 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1223.01 ms [2022-03-24 18:24:13 main:574] : INFO : Epoch 1798 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1197.59 ms [2022-03-24 18:24:14 main:574] : INFO : Epoch 1799 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1192.48 ms [2022-03-24 18:24:15 main:574] : INFO : Epoch 1800 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1208.28 ms [2022-03-24 18:24:17 main:574] : INFO : Epoch 1801 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1226.2 ms [2022-03-24 18:24:18 main:574] : INFO : Epoch 1802 | loss: 0.0312536 | val_loss: 0.0312518 | Time: 1221.22 ms [2022-03-24 18:24:19 main:574] : INFO : Epoch 1803 | loss: 0.03125 | val_loss: 0.03125 | Time: 1211.19 ms [2022-03-24 18:24:20 main:574] : INFO : Epoch 1804 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1223.73 ms [2022-03-24 18:24:22 main:574] : INFO : Epoch 1805 | loss: 0.0312498 | val_loss: 0.0312481 | Time: 1184.85 ms [2022-03-24 18:24:23 main:574] : INFO : Epoch 1806 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1221.19 ms [2022-03-24 18:24:24 main:574] : INFO : Epoch 1807 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1161.05 ms [2022-03-24 18:24:25 main:574] : INFO : Epoch 1808 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1257.67 ms [2022-03-24 18:24:26 main:574] : INFO : Epoch 1809 | loss: 0.0312491 | val_loss: 0.0312479 | Time: 1131.19 ms [2022-03-24 18:24:28 main:574] : INFO : Epoch 1810 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1263.41 ms [2022-03-24 18:24:29 main:574] : INFO : Epoch 1811 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 1127.23 ms [2022-03-24 18:24:30 main:574] : INFO : Epoch 1812 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1291.64 ms [2022-03-24 18:24:31 main:574] : INFO : Epoch 1813 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1110.57 ms [2022-03-24 18:24:33 main:574] : INFO : Epoch 1814 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1324.09 ms [2022-03-24 18:24:34 main:574] : INFO : Epoch 1815 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1098.6 ms [2022-03-24 18:24:35 main:574] : INFO : Epoch 1816 | loss: 0.031249 | val_loss: 0.0312481 | Time: 1310.82 ms [2022-03-24 18:24:36 main:574] : INFO : Epoch 1817 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1097.99 ms [2022-03-24 18:24:37 main:574] : INFO : Epoch 1818 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 1316.5 ms [2022-03-24 18:24:39 main:574] : INFO : Epoch 1819 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1102.16 ms [2022-03-24 18:24:40 main:574] : INFO : Epoch 1820 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1302.44 ms [2022-03-24 18:24:41 main:574] : INFO : Epoch 1821 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1104.2 ms [2022-03-24 18:24:42 main:574] : INFO : Epoch 1822 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1310.76 ms [2022-03-24 18:24:43 main:574] : INFO : Epoch 1823 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1103.34 ms [2022-03-24 18:24:45 main:574] : INFO : Epoch 1824 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 1304.4 ms [2022-03-24 18:24:46 main:574] : INFO : Epoch 1825 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1111.65 ms [2022-03-24 18:24:47 main:574] : INFO : Epoch 1826 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1320.62 ms [2022-03-24 18:24:48 main:574] : INFO : Epoch 1827 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 1280.87 ms [2022-03-24 18:24:50 main:574] : INFO : Epoch 1828 | loss: 0.0312482 | val_loss: 0.0312505 | Time: 1336.71 ms [2022-03-24 18:24:51 main:574] : INFO : Epoch 1829 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1096.03 ms [2022-03-24 18:24:52 main:574] : INFO : Epoch 1830 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1266.47 ms [2022-03-24 18:24:53 main:574] : INFO : Epoch 1831 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1097.85 ms [2022-03-24 18:24:55 main:574] : INFO : Epoch 1832 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 1292.07 ms [2022-03-24 18:24:56 main:574] : INFO : Epoch 1833 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1121.71 ms [2022-03-24 18:24:57 main:574] : INFO : Epoch 1834 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 1263.85 ms [2022-03-24 18:24:58 main:574] : INFO : Epoch 1835 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1132.58 ms [2022-03-24 18:24:59 main:574] : INFO : Epoch 1836 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1209.38 ms [2022-03-24 18:25:01 main:574] : INFO : Epoch 1837 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1202.87 ms [2022-03-24 18:25:02 main:574] : INFO : Epoch 1838 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1202.28 ms [2022-03-24 18:25:03 main:574] : INFO : Epoch 1839 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1180.13 ms [2022-03-24 18:25:04 main:574] : INFO : Epoch 1840 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1172.96 ms [2022-03-24 18:25:05 main:574] : INFO : Epoch 1841 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 1246.55 ms [2022-03-24 18:25:07 main:574] : INFO : Epoch 1842 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1198.78 ms [2022-03-24 18:25:08 main:574] : INFO : Epoch 1843 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1247.17 ms [2022-03-24 18:25:09 main:574] : INFO : Epoch 1844 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1172.52 ms [2022-03-24 18:25:10 main:574] : INFO : Epoch 1845 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 1240.55 ms [2022-03-24 18:25:11 main:574] : INFO : Epoch 1846 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1140.9 ms [2022-03-24 18:25:13 main:574] : INFO : Epoch 1847 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1293.66 ms [2022-03-24 18:25:14 main:574] : INFO : Epoch 1848 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1128.81 ms [2022-03-24 18:25:15 main:574] : INFO : Epoch 1849 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1294.18 ms [2022-03-24 18:25:16 main:574] : INFO : Epoch 1850 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1127.2 ms [2022-03-24 18:25:18 main:574] : INFO : Epoch 1851 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1317.57 ms [2022-03-24 18:25:19 main:574] : INFO : Epoch 1852 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 1103.94 ms [2022-03-24 18:25:20 main:574] : INFO : Epoch 1853 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1298.72 ms [2022-03-24 18:25:21 main:574] : INFO : Epoch 1854 | loss: 0.0312488 | val_loss: 0.031252 | Time: 1100.34 ms [2022-03-24 18:25:22 main:574] : INFO : Epoch 1855 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1315.53 ms [2022-03-24 18:25:24 main:574] : INFO : Epoch 1856 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1106.18 ms [2022-03-24 18:25:25 main:574] : INFO : Epoch 1857 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1280.67 ms [2022-03-24 18:25:26 main:574] : INFO : Epoch 1858 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1099.97 ms [2022-03-24 18:25:27 main:574] : INFO : Epoch 1859 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1302.83 ms [2022-03-24 18:25:28 main:574] : INFO : Epoch 1860 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1098.45 ms [2022-03-24 18:25:30 main:574] : INFO : Epoch 1861 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1286.16 ms [2022-03-24 18:25:31 main:574] : INFO : Epoch 1862 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1115.71 ms [2022-03-24 18:25:32 main:574] : INFO : Epoch 1863 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1268.32 ms [2022-03-24 18:25:33 main:574] : INFO : Epoch 1864 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 1141.42 ms [2022-03-24 18:25:34 main:574] : INFO : Epoch 1865 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1244.06 ms [2022-03-24 18:25:36 main:574] : INFO : Epoch 1866 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1127.44 ms [2022-03-24 18:25:37 main:574] : INFO : Epoch 1867 | loss: 0.0312503 | val_loss: 0.0312481 | Time: 1212.69 ms [2022-03-24 18:25:38 main:574] : INFO : Epoch 1868 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1197.85 ms [2022-03-24 18:25:39 main:574] : INFO : Epoch 1869 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1221.5 ms [2022-03-24 18:25:40 main:574] : INFO : Epoch 1870 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1200.92 ms [2022-03-24 18:25:42 main:574] : INFO : Epoch 1871 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1212.63 ms [2022-03-24 18:25:43 main:574] : INFO : Epoch 1872 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 1231.5 ms [2022-03-24 18:25:44 main:574] : INFO : Epoch 1873 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1172.67 ms [2022-03-24 18:25:45 main:574] : INFO : Epoch 1874 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 1226.74 ms [2022-03-24 18:25:47 main:574] : INFO : Epoch 1875 | loss: 0.031249 | val_loss: 0.0312482 | Time: 1177.78 ms [2022-03-24 18:25:48 main:574] : INFO : Epoch 1876 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 1282.02 ms [2022-03-24 18:25:49 main:574] : INFO : Epoch 1877 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1376.64 ms [2022-03-24 18:25:50 main:574] : INFO : Epoch 1878 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1203.82 ms [2022-03-24 18:25:52 main:574] : INFO : Epoch 1879 | loss: 0.031248 | val_loss: 0.0312482 | Time: 1175.9 ms [2022-03-24 18:25:53 main:574] : INFO : Epoch 1880 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1241.7 ms [2022-03-24 18:25:54 main:574] : INFO : Epoch 1881 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1153.4 ms [2022-03-24 18:25:55 main:574] : INFO : Epoch 1882 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1258.99 ms [2022-03-24 18:25:56 main:574] : INFO : Epoch 1883 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1130.4 ms [2022-03-24 18:25:58 main:574] : INFO : Epoch 1884 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 1283.32 ms [2022-03-24 18:25:59 main:574] : INFO : Epoch 1885 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1124.32 ms [2022-03-24 18:26:00 main:574] : INFO : Epoch 1886 | loss: 0.0312491 | val_loss: 0.031248 | Time: 1274.32 ms [2022-03-24 18:26:01 main:574] : INFO : Epoch 1887 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1102.02 ms [2022-03-24 18:26:03 main:574] : INFO : Epoch 1888 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1283.65 ms [2022-03-24 18:26:04 main:574] : INFO : Epoch 1889 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1096.39 ms [2022-03-24 18:26:05 main:574] : INFO : Epoch 1890 | loss: 0.0312724 | val_loss: 0.0313226 | Time: 1288.19 ms [2022-03-24 18:26:06 main:574] : INFO : Epoch 1891 | loss: 0.0375285 | val_loss: 0.0410096 | Time: 1099.8 ms [2022-03-24 18:26:07 main:574] : INFO : Epoch 1892 | loss: 0.0339728 | val_loss: 0.0318616 | Time: 1261 ms [2022-03-24 18:26:08 main:574] : INFO : Epoch 1893 | loss: 0.0316212 | val_loss: 0.0313062 | Time: 1110.71 ms [2022-03-24 18:26:10 main:574] : INFO : Epoch 1894 | loss: 0.0313124 | val_loss: 0.0312733 | Time: 1318.94 ms [2022-03-24 18:26:11 main:574] : INFO : Epoch 1895 | loss: 0.0312633 | val_loss: 0.031259 | Time: 1109.68 ms [2022-03-24 18:26:12 main:574] : INFO : Epoch 1896 | loss: 0.0312547 | val_loss: 0.0312512 | Time: 1266.62 ms [2022-03-24 18:26:13 main:574] : INFO : Epoch 1897 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1120.74 ms [2022-03-24 18:26:15 main:574] : INFO : Epoch 1898 | loss: 0.0312512 | val_loss: 0.0312495 | Time: 1266.53 ms [2022-03-24 18:26:16 main:574] : INFO : Epoch 1899 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1132.49 ms [2022-03-24 18:26:17 main:574] : INFO : Epoch 1900 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1214.72 ms [2022-03-24 18:26:18 main:574] : INFO : Epoch 1901 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1174.87 ms [2022-03-24 18:26:19 main:574] : INFO : Epoch 1902 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1226.64 ms [2022-03-24 18:26:21 main:574] : INFO : Epoch 1903 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1196.39 ms [2022-03-24 18:26:22 main:574] : INFO : Epoch 1904 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1200.97 ms [2022-03-24 18:26:23 main:574] : INFO : Epoch 1905 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1213.22 ms [2022-03-24 18:26:24 main:574] : INFO : Epoch 1906 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1171.69 ms [2022-03-24 18:26:25 main:574] : INFO : Epoch 1907 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1265.49 ms [2022-03-24 18:26:27 main:574] : INFO : Epoch 1908 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1149.83 ms [2022-03-24 18:26:28 main:574] : INFO : Epoch 1909 | loss: 0.031249 | val_loss: 0.0312481 | Time: 1226.79 ms [2022-03-24 18:26:29 main:574] : INFO : Epoch 1910 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1126.84 ms [2022-03-24 18:26:30 main:574] : INFO : Epoch 1911 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1256.74 ms [2022-03-24 18:26:31 main:574] : INFO : Epoch 1912 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1139.16 ms [2022-03-24 18:26:33 main:574] : INFO : Epoch 1913 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1266.24 ms [2022-03-24 18:26:34 main:574] : INFO : Epoch 1914 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1105.03 ms [2022-03-24 18:26:35 main:574] : INFO : Epoch 1915 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1331.65 ms [2022-03-24 18:26:36 main:574] : INFO : Epoch 1916 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1098.24 ms [2022-03-24 18:26:38 main:574] : INFO : Epoch 1917 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1299.46 ms [2022-03-24 18:26:39 main:574] : INFO : Epoch 1918 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 1094.97 ms [2022-03-24 18:26:40 main:574] : INFO : Epoch 1919 | loss: 0.031248 | val_loss: 0.0312482 | Time: 1315.83 ms [2022-03-24 18:26:41 main:574] : INFO : Epoch 1920 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 1094.51 ms [2022-03-24 18:26:42 main:574] : INFO : Epoch 1921 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1291.4 ms [2022-03-24 18:26:43 main:574] : INFO : Epoch 1922 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1102.8 ms [2022-03-24 18:26:45 main:574] : INFO : Epoch 1923 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 1313.17 ms [2022-03-24 18:26:46 main:574] : INFO : Epoch 1924 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1121.12 ms [2022-03-24 18:26:47 main:574] : INFO : Epoch 1925 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1298.14 ms [2022-03-24 18:26:48 main:574] : INFO : Epoch 1926 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1288.74 ms [2022-03-24 18:26:50 main:574] : INFO : Epoch 1927 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1407.4 ms [2022-03-24 18:26:51 main:574] : INFO : Epoch 1928 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1104.06 ms [2022-03-24 18:26:52 main:574] : INFO : Epoch 1929 | loss: 0.031248 | val_loss: 0.0312478 | Time: 1321.4 ms [2022-03-24 18:26:53 main:574] : INFO : Epoch 1930 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 1102.17 ms [2022-03-24 18:26:55 main:574] : INFO : Epoch 1931 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1313.15 ms [2022-03-24 18:26:56 main:574] : INFO : Epoch 1932 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 1099.17 ms [2022-03-24 18:26:57 main:574] : INFO : Epoch 1933 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 1342.75 ms [2022-03-24 18:26:58 main:574] : INFO : Epoch 1934 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1113.97 ms [2022-03-24 18:27:00 main:574] : INFO : Epoch 1935 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 1251.45 ms [2022-03-24 18:27:01 main:574] : INFO : Epoch 1936 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1185.93 ms [2022-03-24 18:27:02 main:574] : INFO : Epoch 1937 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 1250.8 ms [2022-03-24 18:27:03 main:574] : INFO : Epoch 1938 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1149.64 ms [2022-03-24 18:27:04 main:574] : INFO : Epoch 1939 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1216.1 ms [2022-03-24 18:27:06 main:574] : INFO : Epoch 1940 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1180.31 ms [2022-03-24 18:27:07 main:574] : INFO : Epoch 1941 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1220.78 ms [2022-03-24 18:27:08 main:574] : INFO : Epoch 1942 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 1193.77 ms [2022-03-24 18:27:09 main:574] : INFO : Epoch 1943 | loss: 0.031249 | val_loss: 0.0312479 | Time: 1220.12 ms [2022-03-24 18:27:11 main:574] : INFO : Epoch 1944 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1239.34 ms [2022-03-24 18:27:12 main:574] : INFO : Epoch 1945 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 1179.23 ms [2022-03-24 18:27:13 main:574] : INFO : Epoch 1946 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 1212.6 ms [2022-03-24 18:27:14 main:574] : INFO : Epoch 1947 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1158.42 ms [2022-03-24 18:27:15 main:574] : INFO : Epoch 1948 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 1252.02 ms [2022-03-24 18:27:16 main:574] : INFO : Epoch 1949 | loss: 0.031248 | val_loss: 0.0312479 | Time: 1147.71 ms [2022-03-24 18:27:18 main:574] : INFO : Epoch 1950 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 1252.37 ms [2022-03-24 18:27:19 main:574] : INFO : Epoch 1951 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1131.27 ms [2022-03-24 18:27:20 main:574] : INFO : Epoch 1952 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1299.75 ms [2022-03-24 18:27:21 main:574] : INFO : Epoch 1953 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 1123.89 ms [2022-03-24 18:27:23 main:574] : INFO : Epoch 1954 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1291.84 ms [2022-03-24 18:27:24 main:574] : INFO : Epoch 1955 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1102.87 ms [2022-03-24 18:27:25 main:574] : INFO : Epoch 1956 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 1319.7 ms [2022-03-24 18:27:26 main:574] : INFO : Epoch 1957 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1103.47 ms [2022-03-24 18:27:27 main:574] : INFO : Epoch 1958 | loss: 0.031248 | val_loss: 0.0312494 | Time: 1322.89 ms [2022-03-24 18:27:29 main:574] : INFO : Epoch 1959 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1108.02 ms [2022-03-24 18:27:30 main:574] : INFO : Epoch 1960 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1294.51 ms [2022-03-24 18:27:31 main:574] : INFO : Epoch 1961 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1104.64 ms [2022-03-24 18:27:32 main:574] : INFO : Epoch 1962 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 1306.82 ms [2022-03-24 18:27:33 main:574] : INFO : Epoch 1963 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1106.97 ms [2022-03-24 18:27:35 main:574] : INFO : Epoch 1964 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 1345.46 ms [2022-03-24 18:27:36 main:574] : INFO : Epoch 1965 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1102.03 ms [2022-03-24 18:27:37 main:574] : INFO : Epoch 1966 | loss: 0.031248 | val_loss: 0.0312475 | Time: 1265.44 ms [2022-03-24 18:27:38 main:574] : INFO : Epoch 1967 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 1114.08 ms [2022-03-24 18:27:40 main:574] : INFO : Epoch 1968 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1281.81 ms [2022-03-24 18:27:41 main:574] : INFO : Epoch 1969 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 1138.4 ms [2022-03-24 18:27:42 main:574] : INFO : Epoch 1970 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1247.02 ms [2022-03-24 18:27:43 main:574] : INFO : Epoch 1971 | loss: 0.031248 | val_loss: 0.0312479 | Time: 1129.47 ms [2022-03-24 18:27:44 main:574] : INFO : Epoch 1972 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1233.25 ms [2022-03-24 18:27:46 main:574] : INFO : Epoch 1973 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 1174.65 ms [2022-03-24 18:27:47 main:574] : INFO : Epoch 1974 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1218.02 ms [2022-03-24 18:27:48 main:574] : INFO : Epoch 1975 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1244.95 ms [2022-03-24 18:27:49 main:574] : INFO : Epoch 1976 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1370.87 ms [2022-03-24 18:27:51 main:574] : INFO : Epoch 1977 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 1204.9 ms [2022-03-24 18:27:52 main:574] : INFO : Epoch 1978 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1227.33 ms [2022-03-24 18:27:53 main:574] : INFO : Epoch 1979 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1160.83 ms [2022-03-24 18:27:54 main:574] : INFO : Epoch 1980 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1202.91 ms [2022-03-24 18:27:56 main:574] : INFO : Epoch 1981 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1211.19 ms [2022-03-24 18:27:57 main:574] : INFO : Epoch 1982 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1190.37 ms [2022-03-24 18:27:58 main:574] : INFO : Epoch 1983 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1232.94 ms [2022-03-24 18:27:59 main:574] : INFO : Epoch 1984 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1162.36 ms [2022-03-24 18:28:00 main:574] : INFO : Epoch 1985 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1257.61 ms [2022-03-24 18:28:02 main:574] : INFO : Epoch 1986 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1136.99 ms [2022-03-24 18:28:03 main:574] : INFO : Epoch 1987 | loss: 0.0312481 | val_loss: 0.0312508 | Time: 1293.92 ms [2022-03-24 18:28:04 main:574] : INFO : Epoch 1988 | loss: 0.0312496 | val_loss: 0.0312481 | Time: 1130.66 ms [2022-03-24 18:28:05 main:574] : INFO : Epoch 1989 | loss: 0.0312509 | val_loss: 0.0312489 | Time: 1278.6 ms [2022-03-24 18:28:06 main:574] : INFO : Epoch 1990 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1102.04 ms [2022-03-24 18:28:08 main:574] : INFO : Epoch 1991 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1305.17 ms [2022-03-24 18:28:09 main:574] : INFO : Epoch 1992 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 1095.23 ms [2022-03-24 18:28:10 main:574] : INFO : Epoch 1993 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1295.71 ms [2022-03-24 18:28:11 main:574] : INFO : Epoch 1994 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1097.65 ms [2022-03-24 18:28:12 main:574] : INFO : Epoch 1995 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 1302.91 ms [2022-03-24 18:28:14 main:574] : INFO : Epoch 1996 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1099.41 ms [2022-03-24 18:28:15 main:574] : INFO : Epoch 1997 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1315.41 ms [2022-03-24 18:28:16 main:574] : INFO : Epoch 1998 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1101.15 ms [2022-03-24 18:28:17 main:574] : INFO : Epoch 1999 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1318.43 ms [2022-03-24 18:28:18 main:574] : INFO : Epoch 2000 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 1097.36 ms [2022-03-24 18:28:20 main:574] : INFO : Epoch 2001 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 1349.59 ms [2022-03-24 18:28:21 main:574] : INFO : Epoch 2002 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 1100.2 ms [2022-03-24 18:28:22 main:574] : INFO : Epoch 2003 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1282.04 ms [2022-03-24 18:28:23 main:574] : INFO : Epoch 2004 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1107.42 ms [2022-03-24 18:28:25 main:574] : INFO : Epoch 2005 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1256.64 ms [2022-03-24 18:28:26 main:574] : INFO : Epoch 2006 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1133.88 ms [2022-03-24 18:28:27 main:574] : INFO : Epoch 2007 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1269.89 ms [2022-03-24 18:28:28 main:574] : INFO : Epoch 2008 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1144.28 ms [2022-03-24 18:28:29 main:574] : INFO : Epoch 2009 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 1242.39 ms [2022-03-24 18:28:31 main:574] : INFO : Epoch 2010 | loss: 0.031249 | val_loss: 0.0312476 | Time: 1166.45 ms [2022-03-24 18:28:32 main:574] : INFO : Epoch 2011 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1207.84 ms [2022-03-24 18:28:33 main:574] : INFO : Epoch 2012 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1196.35 ms [2022-03-24 18:28:34 main:574] : INFO : Epoch 2013 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 1175.5 ms [2022-03-24 18:28:35 main:574] : INFO : Epoch 2014 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1240.09 ms [2022-03-24 18:28:37 main:574] : INFO : Epoch 2015 | loss: 0.0312478 | val_loss: 0.031249 | Time: 1175.01 ms [2022-03-24 18:28:38 main:574] : INFO : Epoch 2016 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1275.16 ms [2022-03-24 18:28:39 main:574] : INFO : Epoch 2017 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1183.81 ms [2022-03-24 18:28:40 main:574] : INFO : Epoch 2018 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 1239.25 ms [2022-03-24 18:28:42 main:574] : INFO : Epoch 2019 | loss: 0.031248 | val_loss: 0.031247 | Time: 1153.36 ms [2022-03-24 18:28:43 main:574] : INFO : Epoch 2020 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 1253.08 ms [2022-03-24 18:28:44 main:574] : INFO : Epoch 2021 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 1145.2 ms [2022-03-24 18:28:45 main:574] : INFO : Epoch 2022 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1253.68 ms [2022-03-24 18:28:46 main:574] : INFO : Epoch 2023 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1111.04 ms [2022-03-24 18:28:48 main:574] : INFO : Epoch 2024 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 1290.37 ms [2022-03-24 18:28:49 main:574] : INFO : Epoch 2025 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1372.73 ms [2022-03-24 18:28:50 main:574] : INFO : Epoch 2026 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1294.83 ms [2022-03-24 18:28:51 main:574] : INFO : Epoch 2027 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1137.81 ms [2022-03-24 18:28:53 main:574] : INFO : Epoch 2028 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1246.21 ms [2022-03-24 18:28:54 main:574] : INFO : Epoch 2029 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 1125.48 ms [2022-03-24 18:28:55 main:574] : INFO : Epoch 2030 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1326.18 ms [2022-03-24 18:28:56 main:574] : INFO : Epoch 2031 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1108.12 ms [2022-03-24 18:28:58 main:574] : INFO : Epoch 2032 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 1291.84 ms [2022-03-24 18:28:59 main:574] : INFO : Epoch 2033 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1109.27 ms [2022-03-24 18:29:00 main:574] : INFO : Epoch 2034 | loss: 0.0312503 | val_loss: 0.0312476 | Time: 1290.17 ms [2022-03-24 18:29:01 main:574] : INFO : Epoch 2035 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 1105.53 ms [2022-03-24 18:29:02 main:574] : INFO : Epoch 2036 | loss: 0.0312475 | val_loss: 0.031249 | Time: 1299.81 ms [2022-03-24 18:29:04 main:574] : INFO : Epoch 2037 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1110.2 ms [2022-03-24 18:29:05 main:574] : INFO : Epoch 2038 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1299.26 ms [2022-03-24 18:29:06 main:574] : INFO : Epoch 2039 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1108.48 ms [2022-03-24 18:29:07 main:574] : INFO : Epoch 2040 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 1283.85 ms [2022-03-24 18:29:08 main:574] : INFO : Epoch 2041 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1112.76 ms [2022-03-24 18:29:10 main:574] : INFO : Epoch 2042 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1276.03 ms [2022-03-24 18:29:11 main:574] : INFO : Epoch 2043 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1145.85 ms [2022-03-24 18:29:12 main:574] : INFO : Epoch 2044 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 1270.64 ms [2022-03-24 18:29:13 main:574] : INFO : Epoch 2045 | loss: 0.0312483 | val_loss: 0.0312467 | Time: 1160.26 ms [2022-03-24 18:29:15 main:574] : INFO : Epoch 2046 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1286.88 ms [2022-03-24 18:29:16 main:574] : INFO : Epoch 2047 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 1151.87 ms [2022-03-24 18:29:17 main:574] : INFO : Epoch 2048 | loss: 0.0312489 | val_loss: 0.031247 | Time: 1220.31 ms [2022-03-24 18:29:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031247 [2022-03-24 18:29:17 main:603] : INFO : Saving end state to config to file [2022-03-24 18:29:17 main:608] : INFO : Success, exiting.. 18:29:17 (20288): 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)