Task 13614282
| Name | ParityModified-1647046148-16398-2-0_0 |
| Workunit | 10707774 |
| Created | 23 Mar 2022, 2:25:24 UTC |
| Sent | 31 Mar 2022, 9:41:09 UTC |
| Report deadline | 8 Apr 2022, 9:41:09 UTC |
| Received | 1 Apr 2022, 8:08:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 41 min 39 sec |
| CPU time | 40 min 15 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> main:574] : INFO : Epoch 1542 | loss: 0.0312406 | val_loss: 0.0312412 | Time: 1279.87 ms [2022-04-01 18:57:49 main:574] : INFO : Epoch 1543 | loss: 0.0312425 | val_loss: 0.0312414 | Time: 1146.16 ms [2022-04-01 18:57:50 main:574] : INFO : Epoch 1544 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 1288.06 ms [2022-04-01 18:57:52 main:574] : INFO : Epoch 1545 | loss: 0.0312419 | val_loss: 0.0312456 | Time: 1240.04 ms [2022-04-01 18:57:53 main:574] : INFO : Epoch 1546 | loss: 0.0312446 | val_loss: 0.0312425 | Time: 1166.35 ms [2022-04-01 18:57:54 main:574] : INFO : Epoch 1547 | loss: 0.0312412 | val_loss: 0.0312404 | Time: 1178.32 ms [2022-04-01 18:57:55 main:574] : INFO : Epoch 1548 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 1121.22 ms [2022-04-01 18:57:56 main:574] : INFO : Epoch 1549 | loss: 0.0312436 | val_loss: 0.0312405 | Time: 1143.27 ms [2022-04-01 18:57:57 main:574] : INFO : Epoch 1550 | loss: 0.0312452 | val_loss: 0.0312432 | Time: 1216.94 ms [2022-04-01 18:57:59 main:574] : INFO : Epoch 1551 | loss: 0.031241 | val_loss: 0.0312423 | Time: 1136.31 ms [2022-04-01 18:58:00 main:574] : INFO : Epoch 1552 | loss: 0.0312419 | val_loss: 0.0312401 | Time: 1326.22 ms [2022-04-01 18:58:01 main:574] : INFO : Epoch 1553 | loss: 0.0312408 | val_loss: 0.0312428 | Time: 1171.15 ms [2022-04-01 18:58:02 main:574] : INFO : Epoch 1554 | loss: 0.0312416 | val_loss: 0.0312402 | Time: 1221.37 ms [2022-04-01 18:58:04 main:574] : INFO : Epoch 1555 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 1291.43 ms [2022-04-01 18:58:05 main:574] : INFO : Epoch 1556 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 1199.96 ms [2022-04-01 18:58:06 main:574] : INFO : Epoch 1557 | loss: 0.0312441 | val_loss: 0.0312412 | Time: 1170.01 ms [2022-04-01 18:58:07 main:574] : INFO : Epoch 1558 | loss: 0.0312405 | val_loss: 0.0312399 | Time: 1157.8 ms [2022-04-01 18:58:08 main:574] : INFO : Epoch 1559 | loss: 0.0312409 | val_loss: 0.0312404 | Time: 1174.96 ms [2022-04-01 18:58:09 main:574] : INFO : Epoch 1560 | loss: 0.0312409 | val_loss: 0.0312399 | Time: 1108.59 ms [2022-04-01 18:58:11 main:574] : INFO : Epoch 1561 | loss: 0.0312408 | val_loss: 0.0312397 | Time: 1199.71 ms [2022-04-01 18:58:12 main:574] : INFO : Epoch 1562 | loss: 0.0312412 | val_loss: 0.0312417 | Time: 1334.65 ms [2022-04-01 18:58:13 main:574] : INFO : Epoch 1563 | loss: 0.0312414 | val_loss: 0.0312399 | Time: 1153.54 ms [2022-04-01 18:58:14 main:574] : INFO : Epoch 1564 | loss: 0.0312429 | val_loss: 0.0312434 | Time: 1209.18 ms [2022-04-01 18:58:15 main:574] : INFO : Epoch 1565 | loss: 0.0312416 | val_loss: 0.0312414 | Time: 1178.54 ms [2022-04-01 18:58:17 main:574] : INFO : Epoch 1566 | loss: 0.0312414 | val_loss: 0.031241 | Time: 1237.62 ms [2022-04-01 18:58:18 main:574] : INFO : Epoch 1567 | loss: 0.0312409 | val_loss: 0.0312405 | Time: 1355.91 ms [2022-04-01 18:58:19 main:574] : INFO : Epoch 1568 | loss: 0.0312406 | val_loss: 0.0312399 | Time: 1137.86 ms [2022-04-01 18:58:20 main:574] : INFO : Epoch 1569 | loss: 0.0312433 | val_loss: 0.0312467 | Time: 1193.8 ms [2022-04-01 18:58:22 main:574] : INFO : Epoch 1570 | loss: 0.0312448 | val_loss: 0.0312399 | Time: 1129.11 ms [2022-04-01 18:58:23 main:574] : INFO : Epoch 1571 | loss: 0.0312421 | val_loss: 0.0312406 | Time: 1144.31 ms [2022-04-01 18:58:24 main:574] : INFO : Epoch 1572 | loss: 0.0312418 | val_loss: 0.031241 | Time: 1255.05 ms [2022-04-01 18:58:25 main:574] : INFO : Epoch 1573 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 1253.87 ms [2022-04-01 18:58:26 main:574] : INFO : Epoch 1574 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 1150.37 ms [2022-04-01 18:58:28 main:574] : INFO : Epoch 1575 | loss: 0.0312421 | val_loss: 0.0312483 | Time: 1252.43 ms [2022-04-01 18:58:29 main:574] : INFO : Epoch 1576 | loss: 0.0312423 | val_loss: 0.0312477 | Time: 1108 ms [2022-04-01 18:58:30 main:574] : INFO : Epoch 1577 | loss: 0.0312424 | val_loss: 0.0312408 | Time: 1282.48 ms [2022-04-01 18:58:31 main:574] : INFO : Epoch 1578 | loss: 0.0312408 | val_loss: 0.03124 | Time: 1216.21 ms [2022-04-01 18:58:33 main:574] : INFO : Epoch 1579 | loss: 0.0312422 | val_loss: 0.0312469 | Time: 1302.16 ms [2022-04-01 18:58:34 main:574] : INFO : Epoch 1580 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1378.08 ms [2022-04-01 18:58:35 main:574] : INFO : Epoch 1581 | loss: 0.031242 | val_loss: 0.0312399 | Time: 1241.49 ms [2022-04-01 18:58:36 main:574] : INFO : Epoch 1582 | loss: 0.0312409 | val_loss: 0.0312399 | Time: 1271.03 ms [2022-04-01 18:58:38 main:574] : INFO : Epoch 1583 | loss: 0.0312412 | val_loss: 0.0312417 | Time: 1235.8 ms [2022-04-01 18:58:39 main:574] : INFO : Epoch 1584 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 1191.09 ms [2022-04-01 18:58:40 main:574] : INFO : Epoch 1585 | loss: 0.0312426 | val_loss: 0.031241 | Time: 1222.66 ms [2022-04-01 18:58:41 main:574] : INFO : Epoch 1586 | loss: 0.0312413 | val_loss: 0.0312397 | Time: 1235.77 ms [2022-04-01 18:58:43 main:574] : INFO : Epoch 1587 | loss: 0.0312427 | val_loss: 0.0312463 | Time: 1158.29 ms [2022-04-01 18:58:44 main:574] : INFO : Epoch 1588 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 1206.79 ms [2022-04-01 18:58:45 main:574] : INFO : Epoch 1589 | loss: 0.0312415 | val_loss: 0.0312447 | Time: 1274.22 ms [2022-04-01 18:58:46 main:574] : INFO : Epoch 1590 | loss: 0.0312405 | val_loss: 0.0312398 | Time: 1168.52 ms [2022-04-01 18:58:47 main:574] : INFO : Epoch 1591 | loss: 0.031241 | val_loss: 0.031241 | Time: 1247.38 ms [2022-04-01 18:58:49 main:574] : INFO : Epoch 1592 | loss: 0.0312435 | val_loss: 0.0312402 | Time: 1248.71 ms [2022-04-01 18:58:50 main:574] : INFO : Epoch 1593 | loss: 0.0312425 | val_loss: 0.0312409 | Time: 1163.92 ms [2022-04-01 18:58:51 main:574] : INFO : Epoch 1594 | loss: 0.031242 | val_loss: 0.0312424 | Time: 1164.14 ms [2022-04-01 18:58:52 main:574] : INFO : Epoch 1595 | loss: 0.0312421 | val_loss: 0.0312403 | Time: 1307.33 ms [2022-04-01 18:58:54 main:574] : INFO : Epoch 1596 | loss: 0.031241 | val_loss: 0.031241 | Time: 1229.91 ms [2022-04-01 18:58:55 main:574] : INFO : Epoch 1597 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 1181.72 ms [2022-04-01 18:58:56 main:574] : INFO : Epoch 1598 | loss: 0.0312403 | val_loss: 0.0312397 | Time: 1135.14 ms [2022-04-01 18:58:57 main:574] : INFO : Epoch 1599 | loss: 0.0312398 | val_loss: 0.0312397 | Time: 1190.28 ms [2022-04-01 18:58:58 main:574] : INFO : Epoch 1600 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 1132.04 ms [2022-04-01 18:58:59 main:574] : INFO : Epoch 1601 | loss: 0.0312407 | val_loss: 0.0312408 | Time: 1211.25 ms [2022-04-01 18:59:01 main:574] : INFO : Epoch 1602 | loss: 0.0312411 | val_loss: 0.031241 | Time: 1151.92 ms [2022-04-01 18:59:02 main:574] : INFO : Epoch 1603 | loss: 0.0312473 | val_loss: 0.0312497 | Time: 1250.72 ms [2022-04-01 18:59:03 main:574] : INFO : Epoch 1604 | loss: 0.0312465 | val_loss: 0.0312464 | Time: 1224.11 ms [2022-04-01 18:59:04 main:574] : INFO : Epoch 1605 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 1274.92 ms [2022-04-01 18:59:06 main:574] : INFO : Epoch 1606 | loss: 0.0312417 | val_loss: 0.0312427 | Time: 1143.72 ms [2022-04-01 18:59:07 main:574] : INFO : Epoch 1607 | loss: 0.0312408 | val_loss: 0.03124 | Time: 1196.23 ms [2022-04-01 18:59:08 main:574] : INFO : Epoch 1608 | loss: 0.0312425 | val_loss: 0.031242 | Time: 1161.49 ms [2022-04-01 18:59:09 main:574] : INFO : Epoch 1609 | loss: 0.0312426 | val_loss: 0.0312403 | Time: 1164.88 ms [2022-04-01 18:59:10 main:574] : INFO : Epoch 1610 | loss: 0.0312419 | val_loss: 0.0312404 | Time: 1180.11 ms [2022-04-01 18:59:11 main:574] : INFO : Epoch 1611 | loss: 0.0312415 | val_loss: 0.0312422 | Time: 1240.42 ms [2022-04-01 18:59:13 main:574] : INFO : Epoch 1612 | loss: 0.0312409 | val_loss: 0.0312405 | Time: 1155.98 ms [2022-04-01 18:59:14 main:574] : INFO : Epoch 1613 | loss: 0.0312406 | val_loss: 0.0312409 | Time: 1164.84 ms [2022-04-01 18:59:15 main:574] : INFO : Epoch 1614 | loss: 0.0312408 | val_loss: 0.0312401 | Time: 1231.84 ms [2022-04-01 18:59:16 main:574] : INFO : Epoch 1615 | loss: 0.0312412 | val_loss: 0.0312415 | Time: 1237.24 ms [2022-04-01 18:59:18 main:574] : INFO : Epoch 1616 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 1320.65 ms [2022-04-01 18:59:19 main:574] : INFO : Epoch 1617 | loss: 0.0312439 | val_loss: 0.0312455 | Time: 1200.22 ms [2022-04-01 18:59:20 main:574] : INFO : Epoch 1618 | loss: 0.0312418 | val_loss: 0.0312399 | Time: 1271.96 ms [2022-04-01 18:59:21 main:574] : INFO : Epoch 1619 | loss: 0.031242 | val_loss: 0.0312434 | Time: 1259.58 ms [2022-04-01 18:59:23 main:574] : INFO : Epoch 1620 | loss: 0.0312446 | val_loss: 0.0312423 | Time: 1197.64 ms [2022-04-01 18:59:24 main:574] : INFO : Epoch 1621 | loss: 0.031242 | val_loss: 0.03124 | Time: 1148.34 ms [2022-04-01 18:59:25 main:574] : INFO : Epoch 1622 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 1131.92 ms [2022-04-01 18:59:26 main:574] : INFO : Epoch 1623 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 1279.73 ms [2022-04-01 18:59:27 main:574] : INFO : Epoch 1624 | loss: 0.0312422 | val_loss: 0.0312422 | Time: 1200.48 ms [2022-04-01 18:59:28 main:574] : INFO : Epoch 1625 | loss: 0.0312434 | val_loss: 0.0312414 | Time: 1128.39 ms [2022-04-01 18:59:30 main:574] : INFO : Epoch 1626 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1206.22 ms [2022-04-01 18:59:31 main:574] : INFO : Epoch 1627 | loss: 0.0312453 | val_loss: 0.0312539 | Time: 1124.81 ms [2022-04-01 18:59:32 main:574] : INFO : Epoch 1628 | loss: 0.0312463 | val_loss: 0.0312528 | Time: 1154.91 ms [2022-04-01 18:59:33 main:574] : INFO : Epoch 1629 | loss: 0.031247 | val_loss: 0.0312413 | Time: 1198.61 ms [2022-04-01 18:59:34 main:574] : INFO : Epoch 1630 | loss: 0.031243 | val_loss: 0.0312448 | Time: 1126.05 ms [2022-04-01 18:59:35 main:574] : INFO : Epoch 1631 | loss: 0.0312427 | val_loss: 0.0312413 | Time: 1126.47 ms [2022-04-01 18:59:37 main:574] : INFO : Epoch 1632 | loss: 0.0312409 | val_loss: 0.03124 | Time: 1434.98 ms [2022-04-01 18:59:38 main:574] : INFO : Epoch 1633 | loss: 0.0312407 | val_loss: 0.0312396 | Time: 1149.62 ms [2022-04-01 18:59:39 main:574] : INFO : Epoch 1634 | loss: 0.0312411 | val_loss: 0.0312395 | Time: 1165.42 ms [2022-04-01 18:59:40 main:574] : INFO : Epoch 1635 | loss: 0.0312408 | val_loss: 0.0312418 | Time: 1216.13 ms [2022-04-01 18:59:42 main:574] : INFO : Epoch 1636 | loss: 0.0312401 | val_loss: 0.0312394 | Time: 1574.87 ms [2022-04-01 18:59:43 main:574] : INFO : Epoch 1637 | loss: 0.0312409 | val_loss: 0.0312406 | Time: 1260.61 ms [2022-04-01 18:59:44 main:574] : INFO : Epoch 1638 | loss: 0.0312411 | val_loss: 0.0312415 | Time: 1191.56 ms [2022-04-01 18:59:46 main:574] : INFO : Epoch 1639 | loss: 0.0312447 | val_loss: 0.0312425 | Time: 1402.48 ms [2022-04-01 18:59:47 main:574] : INFO : Epoch 1640 | loss: 0.0312413 | val_loss: 0.0312447 | Time: 1266.44 ms [2022-04-01 18:59:48 main:574] : INFO : Epoch 1641 | loss: 0.0312421 | val_loss: 0.0312396 | Time: 1236.65 ms [2022-04-01 18:59:50 main:574] : INFO : Epoch 1642 | loss: 0.03124 | val_loss: 0.0312434 | Time: 1139.26 ms [2022-04-01 18:59:51 main:574] : INFO : Epoch 1643 | loss: 0.0312414 | val_loss: 0.0312432 | Time: 1170.61 ms [2022-04-01 18:59:52 main:574] : INFO : Epoch 1644 | loss: 0.0312406 | val_loss: 0.0312394 | Time: 1252.76 ms [2022-04-01 18:59:53 main:574] : INFO : Epoch 1645 | loss: 0.0312406 | val_loss: 0.03124 | Time: 1172.28 ms [2022-04-01 18:59:54 main:574] : INFO : Epoch 1646 | loss: 0.0312409 | val_loss: 0.0312461 | Time: 1181.55 ms [2022-04-01 18:59:56 main:574] : INFO : Epoch 1647 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 1250.23 ms [2022-04-01 18:59:57 main:574] : INFO : Epoch 1648 | loss: 0.0312433 | val_loss: 0.031241 | Time: 1170.99 ms [2022-04-01 18:59:58 main:574] : INFO : Epoch 1649 | loss: 0.0312407 | val_loss: 0.0312415 | Time: 1219.37 ms [2022-04-01 18:59:59 main:574] : INFO : Epoch 1650 | loss: 0.0312408 | val_loss: 0.0312431 | Time: 1198.43 ms [2022-04-01 19:00:00 main:574] : INFO : Epoch 1651 | loss: 0.0312431 | val_loss: 0.0312412 | Time: 1171.64 ms [2022-04-01 19:00:02 main:574] : INFO : Epoch 1652 | loss: 0.03124 | val_loss: 0.0312409 | Time: 1212.9 ms [2022-04-01 19:00:03 main:574] : INFO : Epoch 1653 | loss: 0.0312408 | val_loss: 0.0312426 | Time: 1144.3 ms [2022-04-01 19:00:04 main:574] : INFO : Epoch 1654 | loss: 0.0312413 | val_loss: 0.0312396 | Time: 1276.9 ms [2022-04-01 19:00:05 main:574] : INFO : Epoch 1655 | loss: 0.0312406 | val_loss: 0.0312396 | Time: 1127.89 ms [2022-04-01 19:00:06 main:574] : INFO : Epoch 1656 | loss: 0.0312402 | val_loss: 0.0312395 | Time: 1246.73 ms [2022-04-01 19:00:08 main:574] : INFO : Epoch 1657 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 1201.75 ms [2022-04-01 19:00:09 main:574] : INFO : Epoch 1658 | loss: 0.0312416 | val_loss: 0.0312468 | Time: 1150.12 ms [2022-04-01 19:00:10 main:574] : INFO : Epoch 1659 | loss: 0.0312437 | val_loss: 0.0312412 | Time: 1380.36 ms [2022-04-01 19:00:11 main:574] : INFO : Epoch 1660 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 1252.99 ms [2022-04-01 19:00:12 main:574] : INFO : Epoch 1661 | loss: 0.0312399 | val_loss: 0.0312393 | Time: 1118.36 ms [2022-04-01 19:00:14 main:574] : INFO : Epoch 1662 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 1133.59 ms [2022-04-01 19:00:15 main:574] : INFO : Epoch 1663 | loss: 0.0312444 | val_loss: 0.0312447 | Time: 1188.61 ms [2022-04-01 19:00:16 main:574] : INFO : Epoch 1664 | loss: 0.0312438 | val_loss: 0.0312393 | Time: 1168.36 ms [2022-04-01 19:00:17 main:574] : INFO : Epoch 1665 | loss: 0.0312434 | val_loss: 0.0312408 | Time: 1277.91 ms [2022-04-01 19:00:19 main:574] : INFO : Epoch 1666 | loss: 0.0312405 | val_loss: 0.0312395 | Time: 1306.45 ms [2022-04-01 19:00:20 main:574] : INFO : Epoch 1667 | loss: 0.0312403 | val_loss: 0.0312402 | Time: 1318.14 ms [2022-04-01 19:00:21 main:574] : INFO : Epoch 1668 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 1330.55 ms [2022-04-01 19:00:22 main:574] : INFO : Epoch 1669 | loss: 0.0312407 | val_loss: 0.0312442 | Time: 1106.04 ms [2022-04-01 19:00:23 main:574] : INFO : Epoch 1670 | loss: 0.0312422 | val_loss: 0.0312417 | Time: 1123.77 ms [2022-04-01 19:00:25 main:574] : INFO : Epoch 1671 | loss: 0.0312403 | val_loss: 0.0312399 | Time: 1128.23 ms [2022-04-01 19:00:26 main:574] : INFO : Epoch 1672 | loss: 0.0312404 | val_loss: 0.0312438 | Time: 1324.66 ms [2022-04-01 19:00:27 main:574] : INFO : Epoch 1673 | loss: 0.0312438 | val_loss: 0.0312393 | Time: 1219.35 ms [2022-04-01 19:00:28 main:574] : INFO : Epoch 1674 | loss: 0.0312404 | val_loss: 0.0312412 | Time: 1143.87 ms [2022-04-01 19:00:29 main:574] : INFO : Epoch 1675 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 1170.69 ms [2022-04-01 19:00:31 main:574] : INFO : Epoch 1676 | loss: 0.0312405 | val_loss: 0.0312392 | Time: 1246.2 ms [2022-04-01 19:00:32 main:574] : INFO : Epoch 1677 | loss: 0.0312407 | val_loss: 0.0312428 | Time: 1155.07 ms [2022-04-01 19:00:33 main:574] : INFO : Epoch 1678 | loss: 0.0312408 | val_loss: 0.0312401 | Time: 1179.11 ms [2022-04-01 19:00:34 main:574] : INFO : Epoch 1679 | loss: 0.0312399 | val_loss: 0.0312393 | Time: 1121.07 ms [2022-04-01 19:00:35 main:574] : INFO : Epoch 1680 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 1159.48 ms [2022-04-01 19:00:37 main:574] : INFO : Epoch 1681 | loss: 0.0312402 | val_loss: 0.0312394 | Time: 1227.15 ms [2022-04-01 19:00:38 main:574] : INFO : Epoch 1682 | loss: 0.0312398 | val_loss: 0.0312397 | Time: 1223.15 ms [2022-04-01 19:00:39 main:574] : INFO : Epoch 1683 | loss: 0.03124 | val_loss: 0.0312412 | Time: 1229.46 ms [2022-04-01 19:00:40 main:574] : INFO : Epoch 1684 | loss: 0.0312405 | val_loss: 0.0312392 | Time: 1281.27 ms [2022-04-01 19:00:41 main:574] : INFO : Epoch 1685 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 1146.03 ms [2022-04-01 19:00:43 main:574] : INFO : Epoch 1686 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 1222.71 ms [2022-04-01 19:00:44 main:574] : INFO : Epoch 1687 | loss: 0.0312408 | val_loss: 0.0312399 | Time: 1206.71 ms [2022-04-01 19:00:45 main:574] : INFO : Epoch 1688 | loss: 0.0312402 | val_loss: 0.0312396 | Time: 1164.13 ms [2022-04-01 19:00:46 main:574] : INFO : Epoch 1689 | loss: 0.0312404 | val_loss: 0.0312424 | Time: 1161.85 ms [2022-04-01 19:00:47 main:574] : INFO : Epoch 1690 | loss: 0.0312403 | val_loss: 0.0312392 | Time: 1153.31 ms [2022-04-01 19:00:49 main:574] : INFO : Epoch 1691 | loss: 0.031241 | val_loss: 0.0312424 | Time: 1135.89 ms [2022-04-01 19:00:50 main:574] : INFO : Epoch 1692 | loss: 0.0312404 | val_loss: 0.0312393 | Time: 1239.32 ms [2022-04-01 19:00:51 main:574] : INFO : Epoch 1693 | loss: 0.0312402 | val_loss: 0.0312394 | Time: 1200.1 ms [2022-04-01 19:00:52 main:574] : INFO : Epoch 1694 | loss: 0.0312392 | val_loss: 0.0312391 | Time: 1253.74 ms [2022-04-01 19:00:53 main:574] : INFO : Epoch 1695 | loss: 0.0312393 | val_loss: 0.0312394 | Time: 1198.52 ms [2022-04-01 19:00:55 main:574] : INFO : Epoch 1696 | loss: 0.0312394 | val_loss: 0.0312396 | Time: 1174.31 ms [2022-04-01 19:00:56 main:574] : INFO : Epoch 1697 | loss: 0.0312403 | val_loss: 0.0312396 | Time: 1302.17 ms [2022-04-01 19:00:57 main:574] : INFO : Epoch 1698 | loss: 0.0312409 | val_loss: 0.0312417 | Time: 1260.29 ms [2022-04-01 19:00:58 main:574] : INFO : Epoch 1699 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 1219.51 ms [2022-04-01 19:01:00 main:574] : INFO : Epoch 1700 | loss: 0.0312395 | val_loss: 0.031239 | Time: 1204.26 ms [2022-04-01 19:01:01 main:574] : INFO : Epoch 1701 | loss: 0.031239 | val_loss: 0.0312394 | Time: 1162.85 ms [2022-04-01 19:01:02 main:574] : INFO : Epoch 1702 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 1141.31 ms [2022-04-01 19:01:03 main:574] : INFO : Epoch 1703 | loss: 0.031243 | val_loss: 0.0312416 | Time: 1424.85 ms [2022-04-01 19:01:05 main:574] : INFO : Epoch 1704 | loss: 0.0312416 | val_loss: 0.03124 | Time: 1269.38 ms [2022-04-01 19:01:06 main:574] : INFO : Epoch 1705 | loss: 0.031242 | val_loss: 0.0312399 | Time: 1233.86 ms [2022-04-01 19:01:07 main:574] : INFO : Epoch 1706 | loss: 0.0312416 | val_loss: 0.031243 | Time: 1190.37 ms [2022-04-01 19:01:08 main:574] : INFO : Epoch 1707 | loss: 0.0312442 | val_loss: 0.0312409 | Time: 1179.96 ms [2022-04-01 19:01:09 main:574] : INFO : Epoch 1708 | loss: 0.0312417 | val_loss: 0.0312398 | Time: 1188.72 ms [2022-04-01 19:01:11 main:574] : INFO : Epoch 1709 | loss: 0.0312404 | val_loss: 0.0312437 | Time: 1567.88 ms [2022-04-01 19:01:12 main:574] : INFO : Epoch 1710 | loss: 0.0312404 | val_loss: 0.031239 | Time: 1228.95 ms [2022-04-01 19:01:14 main:574] : INFO : Epoch 1711 | loss: 0.0312403 | val_loss: 0.03124 | Time: 1227.04 ms [2022-04-01 19:01:15 main:574] : INFO : Epoch 1712 | loss: 0.0312397 | val_loss: 0.0312396 | Time: 1192.07 ms [2022-04-01 19:01:16 main:574] : INFO : Epoch 1713 | loss: 0.0312401 | val_loss: 0.031243 | Time: 1135.72 ms [2022-04-01 19:01:17 main:574] : INFO : Epoch 1714 | loss: 0.0312402 | val_loss: 0.031242 | Time: 1138.68 ms [2022-04-01 19:01:18 main:574] : INFO : Epoch 1715 | loss: 0.0312399 | val_loss: 0.0312394 | Time: 1148.38 ms [2022-04-01 19:01:19 main:574] : INFO : Epoch 1716 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 1127.48 ms [2022-04-01 19:01:21 main:574] : INFO : Epoch 1717 | loss: 0.0312405 | val_loss: 0.0312504 | Time: 1238.95 ms [2022-04-01 19:01:22 main:574] : INFO : Epoch 1718 | loss: 0.0312425 | val_loss: 0.0312402 | Time: 1235.24 ms [2022-04-01 19:01:23 main:574] : INFO : Epoch 1719 | loss: 0.0312415 | val_loss: 0.0312443 | Time: 1300.96 ms [2022-04-01 19:01:24 main:574] : INFO : Epoch 1720 | loss: 0.0312417 | val_loss: 0.0312394 | Time: 1223.17 ms [2022-04-01 19:01:25 main:574] : INFO : Epoch 1721 | loss: 0.0312409 | val_loss: 0.031243 | Time: 1118.3 ms [2022-04-01 19:01:27 main:574] : INFO : Epoch 1722 | loss: 0.0312428 | val_loss: 0.0312407 | Time: 1156.22 ms [2022-04-01 19:01:28 main:574] : INFO : Epoch 1723 | loss: 0.0312399 | val_loss: 0.0312391 | Time: 1126.91 ms [2022-04-01 19:01:29 main:574] : INFO : Epoch 1724 | loss: 0.0312409 | val_loss: 0.0312444 | Time: 1258.42 ms [2022-04-01 19:01:30 main:574] : INFO : Epoch 1725 | loss: 0.0312404 | val_loss: 0.0312422 | Time: 1146.91 ms [2022-04-01 19:01:31 main:574] : INFO : Epoch 1726 | loss: 0.0312401 | val_loss: 0.0312398 | Time: 1173.59 ms [2022-04-01 19:01:32 main:574] : INFO : Epoch 1727 | loss: 0.0312396 | val_loss: 0.0312399 | Time: 1152.59 ms [2022-04-01 19:01:34 main:574] : INFO : Epoch 1728 | loss: 0.0312409 | val_loss: 0.0312454 | Time: 1346.49 ms [2022-04-01 19:01:35 main:574] : INFO : Epoch 1729 | loss: 0.0312417 | val_loss: 0.0312425 | Time: 1169.44 ms [2022-04-01 19:01:36 main:574] : INFO : Epoch 1730 | loss: 0.031241 | val_loss: 0.0312394 | Time: 1232.8 ms [2022-04-01 19:01:37 main:574] : INFO : Epoch 1731 | loss: 0.0312399 | val_loss: 0.0312399 | Time: 1154.65 ms [2022-04-01 19:01:39 main:574] : INFO : Epoch 1732 | loss: 0.0312397 | val_loss: 0.0312396 | Time: 1178.02 ms [2022-04-01 19:01:40 main:574] : INFO : Epoch 1733 | loss: 0.0312406 | val_loss: 0.0312389 | Time: 1120.52 ms [2022-04-01 19:01:41 main:574] : INFO : Epoch 1734 | loss: 0.0312395 | val_loss: 0.0312395 | Time: 1268.88 ms [2022-04-01 19:01:42 main:574] : INFO : Epoch 1735 | loss: 0.031242 | val_loss: 0.0312446 | Time: 1171.12 ms [2022-04-01 19:01:43 main:574] : INFO : Epoch 1736 | loss: 0.0312423 | val_loss: 0.0312481 | Time: 1320.03 ms [2022-04-01 19:01:45 main:574] : INFO : Epoch 1737 | loss: 0.0312443 | val_loss: 0.0312519 | Time: 1216.96 ms [2022-04-01 19:01:46 main:574] : INFO : Epoch 1738 | loss: 0.031243 | val_loss: 0.0312471 | Time: 1159.58 ms [2022-04-01 19:01:47 main:574] : INFO : Epoch 1739 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 1125.61 ms [2022-04-01 19:01:48 main:574] : INFO : Epoch 1740 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 1175.66 ms [2022-04-01 19:01:49 main:574] : INFO : Epoch 1741 | loss: 0.0312418 | val_loss: 0.0312414 | Time: 1177.79 ms [2022-04-01 19:01:51 main:574] : INFO : Epoch 1742 | loss: 0.0312421 | val_loss: 0.0312493 | Time: 1234.03 ms [2022-04-01 19:01:52 main:574] : INFO : Epoch 1743 | loss: 0.0312453 | val_loss: 0.0312418 | Time: 1137.46 ms [2022-04-01 19:01:53 main:574] : INFO : Epoch 1744 | loss: 0.0312412 | val_loss: 0.0312402 | Time: 1123.52 ms [2022-04-01 19:01:54 main:574] : INFO : Epoch 1745 | loss: 0.0312405 | val_loss: 0.0312396 | Time: 1219.89 ms [2022-04-01 19:01:55 main:574] : INFO : Epoch 1746 | loss: 0.0312394 | val_loss: 0.0312402 | Time: 1139.45 ms [2022-04-01 19:01:56 main:574] : INFO : Epoch 1747 | loss: 0.0312405 | val_loss: 0.0312388 | Time: 1237.12 ms [2022-04-01 19:01:58 main:574] : INFO : Epoch 1748 | loss: 0.0312392 | val_loss: 0.0312391 | Time: 1205.91 ms [2022-04-01 19:01:59 main:574] : INFO : Epoch 1749 | loss: 0.0312394 | val_loss: 0.0312391 | Time: 1262.59 ms [2022-04-01 19:02:00 main:574] : INFO : Epoch 1750 | loss: 0.0312415 | val_loss: 0.0312443 | Time: 1162.55 ms [2022-04-01 19:02:01 main:574] : INFO : Epoch 1751 | loss: 0.0312421 | val_loss: 0.0312458 | Time: 1170.89 ms [2022-04-01 19:02:02 main:574] : INFO : Epoch 1752 | loss: 0.0312417 | val_loss: 0.0312396 | Time: 1128.65 ms [2022-04-01 19:02:04 main:574] : INFO : Epoch 1753 | loss: 0.0312396 | val_loss: 0.0312392 | Time: 1188.74 ms [2022-04-01 19:02:05 main:574] : INFO : Epoch 1754 | loss: 0.0312397 | val_loss: 0.0312397 | Time: 1413.49 ms [2022-04-01 19:02:06 main:574] : INFO : Epoch 1755 | loss: 0.0312405 | val_loss: 0.0312396 | Time: 1398.81 ms [2022-04-01 19:02:08 main:574] : INFO : Epoch 1756 | loss: 0.0312403 | val_loss: 0.0312432 | Time: 1189.5 ms [2022-04-01 19:02:09 main:574] : INFO : Epoch 1757 | loss: 0.0312405 | val_loss: 0.0312388 | Time: 1154.4 ms [2022-04-01 19:02:10 main:574] : INFO : Epoch 1758 | loss: 0.03124 | val_loss: 0.0312409 | Time: 1257.74 ms [2022-04-01 19:02:11 main:574] : INFO : Epoch 1759 | loss: 0.0312397 | val_loss: 0.0312439 | Time: 1278.08 ms [2022-04-01 19:02:12 main:574] : INFO : Epoch 1760 | loss: 0.0312417 | val_loss: 0.0312411 | Time: 1171.31 ms [2022-04-01 19:02:14 main:574] : INFO : Epoch 1761 | loss: 0.0312409 | val_loss: 0.0312395 | Time: 1187.15 ms [2022-04-01 19:02:15 main:574] : INFO : Epoch 1762 | loss: 0.0312401 | val_loss: 0.0312389 | Time: 1224.79 ms [2022-04-01 19:02:16 main:574] : INFO : Epoch 1763 | loss: 0.0312399 | val_loss: 0.0312391 | Time: 1351.77 ms [2022-04-01 19:02:18 main:574] : INFO : Epoch 1764 | loss: 0.0312394 | val_loss: 0.0312388 | Time: 1436.67 ms [2022-04-01 19:02:19 main:574] : INFO : Epoch 1765 | loss: 0.0312389 | val_loss: 0.0312392 | Time: 1419.64 ms [2022-04-01 19:02:20 main:574] : INFO : Epoch 1766 | loss: 0.0312393 | val_loss: 0.0312408 | Time: 1288.91 ms [2022-04-01 19:02:22 main:574] : INFO : Epoch 1767 | loss: 0.0312398 | val_loss: 0.0312393 | Time: 1363.37 ms [2022-04-01 19:02:23 main:574] : INFO : Epoch 1768 | loss: 0.0312403 | val_loss: 0.0312404 | Time: 1668.99 ms [2022-04-01 19:02:25 main:574] : INFO : Epoch 1769 | loss: 0.0312435 | val_loss: 0.0312422 | Time: 1411.98 ms [2022-04-01 19:02:26 main:574] : INFO : Epoch 1770 | loss: 0.0312415 | val_loss: 0.0312396 | Time: 1294.53 ms [2022-04-01 19:02:27 main:574] : INFO : Epoch 1771 | loss: 0.0312401 | val_loss: 0.0312395 | Time: 1264.35 ms [2022-04-01 19:02:29 main:574] : INFO : Epoch 1772 | loss: 0.0312405 | val_loss: 0.0312421 | Time: 1260.8 ms [2022-04-01 19:02:30 main:574] : INFO : Epoch 1773 | loss: 0.0312407 | val_loss: 0.0312461 | Time: 1156.81 ms [2022-04-01 19:02:31 main:574] : INFO : Epoch 1774 | loss: 0.0312414 | val_loss: 0.0312426 | Time: 1214.06 ms [2022-04-01 19:02:32 main:574] : INFO : Epoch 1775 | loss: 0.03124 | val_loss: 0.0312388 | Time: 1426.63 ms [2022-04-01 19:02:34 main:574] : INFO : Epoch 1776 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 1391.54 ms [2022-04-01 19:02:35 main:574] : INFO : Epoch 1777 | loss: 0.0312402 | val_loss: 0.0312432 | Time: 1325.91 ms [2022-04-01 19:02:37 main:574] : INFO : Epoch 1778 | loss: 0.0312416 | val_loss: 0.031243 | Time: 1312.44 ms [2022-04-01 19:02:38 main:574] : INFO : Epoch 1779 | loss: 0.0312399 | val_loss: 0.0312386 | Time: 1331.5 ms [2022-04-01 19:02:39 main:574] : INFO : Epoch 1780 | loss: 0.03124 | val_loss: 0.0312444 | Time: 1311.62 ms [2022-04-01 19:02:40 main:574] : INFO : Epoch 1781 | loss: 0.0312423 | val_loss: 0.0312391 | Time: 1231.25 ms [2022-04-01 19:02:42 main:574] : INFO : Epoch 1782 | loss: 0.031242 | val_loss: 0.0312439 | Time: 1226.77 ms [2022-04-01 19:02:43 main:574] : INFO : Epoch 1783 | loss: 0.0312407 | val_loss: 0.0312393 | Time: 1428.47 ms [2022-04-01 19:02:44 main:574] : INFO : Epoch 1784 | loss: 0.0312392 | val_loss: 0.0312394 | Time: 1252.77 ms [2022-04-01 19:02:46 main:574] : INFO : Epoch 1785 | loss: 0.0312398 | val_loss: 0.0312397 | Time: 1197.42 ms [2022-04-01 19:02:47 main:574] : INFO : Epoch 1786 | loss: 0.03124 | val_loss: 0.031239 | Time: 1241.02 ms [2022-04-01 19:02:48 main:574] : INFO : Epoch 1787 | loss: 0.0312414 | val_loss: 0.0312446 | Time: 1222.61 ms [2022-04-01 19:02:49 main:574] : INFO : Epoch 1788 | loss: 0.0312402 | val_loss: 0.0312389 | Time: 1303.27 ms [2022-04-01 19:02:51 main:574] : INFO : Epoch 1789 | loss: 0.0312393 | val_loss: 0.0312389 | Time: 1335.24 ms [2022-04-01 19:02:52 main:574] : INFO : Epoch 1790 | loss: 0.0312394 | val_loss: 0.0312405 | Time: 1298.49 ms [2022-04-01 19:02:53 main:574] : INFO : Epoch 1791 | loss: 0.0312407 | val_loss: 0.0312395 | Time: 1370.11 ms [2022-04-01 19:02:55 main:574] : INFO : Epoch 1792 | loss: 0.0312394 | val_loss: 0.0312391 | Time: 1442.98 ms [2022-04-01 19:02:56 main:574] : INFO : Epoch 1793 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 1390.3 ms [2022-04-01 19:02:58 main:574] : INFO : Epoch 1794 | loss: 0.0312397 | val_loss: 0.0312388 | Time: 1569.69 ms [2022-04-01 19:02:59 main:574] : INFO : Epoch 1795 | loss: 0.0312413 | val_loss: 0.0312442 | Time: 1306.29 ms [2022-04-01 19:03:00 main:574] : INFO : Epoch 1796 | loss: 0.0312424 | val_loss: 0.0312446 | Time: 1401.76 ms [2022-04-01 19:03:02 main:574] : INFO : Epoch 1797 | loss: 0.0312404 | val_loss: 0.0312398 | Time: 1227.96 ms [2022-04-01 19:03:03 main:574] : INFO : Epoch 1798 | loss: 0.031239 | val_loss: 0.0312398 | Time: 1260.33 ms [2022-04-01 19:03:04 main:574] : INFO : Epoch 1799 | loss: 0.0312394 | val_loss: 0.0312392 | Time: 1326.66 ms [2022-04-01 19:03:05 main:574] : INFO : Epoch 1800 | loss: 0.0312397 | val_loss: 0.0312431 | Time: 1223.69 ms [2022-04-01 19:03:07 main:574] : INFO : Epoch 1801 | loss: 0.0312411 | val_loss: 0.0312388 | Time: 1449.23 ms [2022-04-01 19:03:08 main:574] : INFO : Epoch 1802 | loss: 0.0312392 | val_loss: 0.0312403 | Time: 1412.34 ms [2022-04-01 19:03:10 main:574] : INFO : Epoch 1803 | loss: 0.0312414 | val_loss: 0.031245 | Time: 1753.49 ms [2022-04-01 19:03:11 main:574] : INFO : Epoch 1804 | loss: 0.0312448 | val_loss: 0.0312407 | Time: 1307.46 ms [2022-04-01 19:03:13 main:574] : INFO : Epoch 1805 | loss: 0.031244 | val_loss: 0.0312401 | Time: 1254.1 ms [2022-04-01 19:03:14 main:574] : INFO : Epoch 1806 | loss: 0.0312403 | val_loss: 0.0312413 | Time: 1153.87 ms [2022-04-01 19:03:15 main:574] : INFO : Epoch 1807 | loss: 0.0312399 | val_loss: 0.0312406 | Time: 1215.83 ms [2022-04-01 19:03:16 main:574] : INFO : Epoch 1808 | loss: 0.0312439 | val_loss: 0.0312431 | Time: 1255.38 ms [2022-04-01 19:03:18 main:574] : INFO : Epoch 1809 | loss: 0.0312416 | val_loss: 0.0312392 | Time: 1258.03 ms [2022-04-01 19:03:19 main:574] : INFO : Epoch 1810 | loss: 0.0312389 | val_loss: 0.0312391 | Time: 1222.02 ms [2022-04-01 19:03:20 main:574] : INFO : Epoch 1811 | loss: 0.0312407 | val_loss: 0.0312485 | Time: 1117.35 ms [2022-04-01 19:03:21 main:574] : INFO : Epoch 1812 | loss: 0.0312443 | val_loss: 0.0312486 | Time: 1139.18 ms [2022-04-01 19:03:22 main:574] : INFO : Epoch 1813 | loss: 0.0312407 | val_loss: 0.0312394 | Time: 1194.98 ms [2022-04-01 19:03:24 main:574] : INFO : Epoch 1814 | loss: 0.0312393 | val_loss: 0.031246 | Time: 1286.67 ms [2022-04-01 19:03:25 main:574] : INFO : Epoch 1815 | loss: 0.031242 | val_loss: 0.0312411 | Time: 1413.09 ms [2022-04-01 19:03:26 main:574] : INFO : Epoch 1816 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 1301.51 ms [2022-04-01 19:03:28 main:574] : INFO : Epoch 1817 | loss: 0.0312412 | val_loss: 0.0312441 | Time: 1361.97 ms [2022-04-01 19:03:29 main:574] : INFO : Epoch 1818 | loss: 0.0312405 | val_loss: 0.0312386 | Time: 1309.86 ms [2022-04-01 19:03:30 main:574] : INFO : Epoch 1819 | loss: 0.031239 | val_loss: 0.0312398 | Time: 1303.04 ms [2022-04-01 19:03:31 main:574] : INFO : Epoch 1820 | loss: 0.0312401 | val_loss: 0.0312389 | Time: 1205.18 ms [2022-04-01 19:03:33 main:574] : INFO : Epoch 1821 | loss: 0.0312389 | val_loss: 0.0312412 | Time: 1178.93 ms [2022-04-01 19:03:34 main:574] : INFO : Epoch 1822 | loss: 0.0312388 | val_loss: 0.0312392 | Time: 1169.27 ms [2022-04-01 19:03:35 main:574] : INFO : Epoch 1823 | loss: 0.0312397 | val_loss: 0.0312391 | Time: 1176.17 ms [2022-04-01 19:03:36 main:574] : INFO : Epoch 1824 | loss: 0.0312387 | val_loss: 0.0312409 | Time: 1180.27 ms [2022-04-01 19:03:37 main:574] : INFO : Epoch 1825 | loss: 0.0312391 | val_loss: 0.0312387 | Time: 1245.03 ms [2022-04-01 19:03:39 main:574] : INFO : Epoch 1826 | loss: 0.0312407 | val_loss: 0.0312401 | Time: 1307.14 ms [2022-04-01 19:03:40 main:574] : INFO : Epoch 1827 | loss: 0.0312429 | val_loss: 0.03124 | Time: 1201.87 ms [2022-04-01 19:03:41 main:574] : INFO : Epoch 1828 | loss: 0.0312401 | val_loss: 0.0312394 | Time: 1370.96 ms [2022-04-01 19:03:43 main:574] : INFO : Epoch 1829 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 1588.91 ms [2022-04-01 19:03:44 main:574] : INFO : Epoch 1830 | loss: 0.0312413 | val_loss: 0.031241 | Time: 1271.41 ms [2022-04-01 19:03:45 main:574] : INFO : Epoch 1831 | loss: 0.0312403 | val_loss: 0.0312386 | Time: 1185.59 ms [2022-04-01 19:03:47 main:574] : INFO : Epoch 1832 | loss: 0.0312406 | val_loss: 0.0312437 | Time: 1149.49 ms [2022-04-01 19:03:48 main:574] : INFO : Epoch 1833 | loss: 0.0312403 | val_loss: 0.0312392 | Time: 1225.25 ms [2022-04-01 19:03:49 main:574] : INFO : Epoch 1834 | loss: 0.0312399 | val_loss: 0.0312389 | Time: 1190.89 ms [2022-04-01 19:03:50 main:574] : INFO : Epoch 1835 | loss: 0.0312385 | val_loss: 0.0312386 | Time: 1178.49 ms [2022-04-01 19:03:51 main:574] : INFO : Epoch 1836 | loss: 0.0312389 | val_loss: 0.0312384 | Time: 1150.04 ms [2022-04-01 19:03:53 main:574] : INFO : Epoch 1837 | loss: 0.0312389 | val_loss: 0.0312412 | Time: 1247.6 ms [2022-04-01 19:03:54 main:574] : INFO : Epoch 1838 | loss: 0.0312398 | val_loss: 0.0312398 | Time: 1850.58 ms [2022-04-01 19:03:56 main:574] : INFO : Epoch 1839 | loss: 0.031241 | val_loss: 0.031241 | Time: 1314.11 ms [2022-04-01 19:03:57 main:574] : INFO : Epoch 1840 | loss: 0.031239 | val_loss: 0.0312395 | Time: 1302.19 ms [2022-04-01 19:03:58 main:574] : INFO : Epoch 1841 | loss: 0.0312397 | val_loss: 0.0312392 | Time: 1210.12 ms [2022-04-01 19:03:59 main:574] : INFO : Epoch 1842 | loss: 0.031241 | val_loss: 0.0312394 | Time: 1230.81 ms [2022-04-01 19:04:01 main:574] : INFO : Epoch 1843 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 1140.81 ms [2022-04-01 19:04:02 main:574] : INFO : Epoch 1844 | loss: 0.031241 | val_loss: 0.0312411 | Time: 1230.26 ms [2022-04-01 19:04:03 main:574] : INFO : Epoch 1845 | loss: 0.0312416 | val_loss: 0.0312404 | Time: 1543.03 ms [2022-04-01 19:04:05 main:574] : INFO : Epoch 1846 | loss: 0.0312394 | val_loss: 0.031239 | Time: 1211.52 ms [2022-04-01 19:04:06 main:574] : INFO : Epoch 1847 | loss: 0.0312387 | val_loss: 0.0312393 | Time: 1204.15 ms [2022-04-01 19:04:07 main:574] : INFO : Epoch 1848 | loss: 0.0312388 | val_loss: 0.0312396 | Time: 1148.45 ms [2022-04-01 19:04:08 main:574] : INFO : Epoch 1849 | loss: 0.0312388 | val_loss: 0.0312385 | Time: 1174.16 ms [2022-04-01 19:04:09 main:574] : INFO : Epoch 1850 | loss: 0.0312409 | val_loss: 0.0312427 | Time: 1142 ms [2022-04-01 19:04:10 main:574] : INFO : Epoch 1851 | loss: 0.031243 | val_loss: 0.0312426 | Time: 1124.74 ms [2022-04-01 19:04:12 main:574] : INFO : Epoch 1852 | loss: 0.0312405 | val_loss: 0.0312394 | Time: 1176.27 ms [2022-04-01 19:04:13 main:574] : INFO : Epoch 1853 | loss: 0.0312404 | val_loss: 0.0312394 | Time: 1169.42 ms [2022-04-01 19:04:14 main:574] : INFO : Epoch 1854 | loss: 0.0312413 | val_loss: 0.0312399 | Time: 1241.62 ms [2022-04-01 19:04:15 main:574] : INFO : Epoch 1855 | loss: 0.0312399 | val_loss: 0.0312388 | Time: 1170.28 ms [2022-04-01 19:04:16 main:574] : INFO : Epoch 1856 | loss: 0.031239 | val_loss: 0.0312399 | Time: 1165.94 ms [2022-04-01 19:04:18 main:574] : INFO : Epoch 1857 | loss: 0.0312394 | val_loss: 0.0312387 | Time: 1194.89 ms [2022-04-01 19:04:19 main:574] : INFO : Epoch 1858 | loss: 0.0312408 | val_loss: 0.0312419 | Time: 1225.79 ms [2022-04-01 19:04:20 main:574] : INFO : Epoch 1859 | loss: 0.0312401 | val_loss: 0.0312384 | Time: 1182.59 ms [2022-04-01 19:04:21 main:574] : INFO : Epoch 1860 | loss: 0.0312387 | val_loss: 0.0312391 | Time: 1136.88 ms [2022-04-01 19:04:22 main:574] : INFO : Epoch 1861 | loss: 0.0312394 | val_loss: 0.0312423 | Time: 1159.89 ms [2022-04-01 19:04:24 main:574] : INFO : Epoch 1862 | loss: 0.0312399 | val_loss: 0.031239 | Time: 1296.27 ms [2022-04-01 19:04:25 main:574] : INFO : Epoch 1863 | loss: 0.0312405 | val_loss: 0.0312443 | Time: 1251.94 ms [2022-04-01 19:04:26 main:574] : INFO : Epoch 1864 | loss: 0.0312408 | val_loss: 0.0312435 | Time: 1208.88 ms [2022-04-01 19:04:27 main:574] : INFO : Epoch 1865 | loss: 0.0312423 | val_loss: 0.0312433 | Time: 1214.46 ms [2022-04-01 19:04:28 main:574] : INFO : Epoch 1866 | loss: 0.0312416 | val_loss: 0.0312402 | Time: 1201.58 ms [2022-04-01 19:04:30 main:574] : INFO : Epoch 1867 | loss: 0.0312387 | val_loss: 0.0312384 | Time: 1244.36 ms [2022-04-01 19:04:31 main:574] : INFO : Epoch 1868 | loss: 0.031239 | val_loss: 0.0312392 | Time: 1176.94 ms [2022-04-01 19:04:32 main:574] : INFO : Epoch 1869 | loss: 0.0312391 | val_loss: 0.0312385 | Time: 1278.67 ms [2022-04-01 19:04:33 main:574] : INFO : Epoch 1870 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 1180.75 ms [2022-04-01 19:04:35 main:574] : INFO : Epoch 1871 | loss: 0.0312422 | val_loss: 0.0312403 | Time: 1139.16 ms [2022-04-01 19:04:36 main:574] : INFO : Epoch 1872 | loss: 0.0312397 | val_loss: 0.0312392 | Time: 1175.61 ms [2022-04-01 19:04:37 main:574] : INFO : Epoch 1873 | loss: 0.0312392 | val_loss: 0.0312404 | Time: 1208.56 ms [2022-04-01 19:04:39 main:574] : INFO : Epoch 1874 | loss: 0.0312411 | val_loss: 0.0312389 | Time: 2010.22 ms [2022-04-01 19:04:40 main:574] : INFO : Epoch 1875 | loss: 0.0312403 | val_loss: 0.0312385 | Time: 1289.27 ms [2022-04-01 19:04:41 main:574] : INFO : Epoch 1876 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 1238.75 ms [2022-04-01 19:04:43 main:574] : INFO : Epoch 1877 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 1320.36 ms [2022-04-01 19:04:44 main:574] : INFO : Epoch 1878 | loss: 0.0312394 | val_loss: 0.0312398 | Time: 1490.24 ms [2022-04-01 19:04:46 main:574] : INFO : Epoch 1879 | loss: 0.0312392 | val_loss: 0.0312419 | Time: 1320.23 ms [2022-04-01 19:04:47 main:574] : INFO : Epoch 1880 | loss: 0.0312392 | val_loss: 0.0312403 | Time: 1228.75 ms [2022-04-01 19:04:48 main:574] : INFO : Epoch 1881 | loss: 0.031242 | val_loss: 0.0312434 | Time: 1164.79 ms [2022-04-01 19:04:49 main:574] : INFO : Epoch 1882 | loss: 0.0312418 | val_loss: 0.0312426 | Time: 1092.83 ms [2022-04-01 19:04:50 main:574] : INFO : Epoch 1883 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 1186.65 ms [2022-04-01 19:04:51 main:574] : INFO : Epoch 1884 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 1158.23 ms [2022-04-01 19:04:53 main:574] : INFO : Epoch 1885 | loss: 0.0312387 | val_loss: 0.0312406 | Time: 1141.95 ms [2022-04-01 19:04:54 main:574] : INFO : Epoch 1886 | loss: 0.0312384 | val_loss: 0.0312382 | Time: 1140.58 ms [2022-04-01 19:04:55 main:574] : INFO : Epoch 1887 | loss: 0.0312383 | val_loss: 0.0312396 | Time: 1188.91 ms [2022-04-01 19:04:56 main:574] : INFO : Epoch 1888 | loss: 0.0312396 | val_loss: 0.03124 | Time: 1261.81 ms [2022-04-01 19:04:57 main:574] : INFO : Epoch 1889 | loss: 0.0312405 | val_loss: 0.0312399 | Time: 1229.06 ms [2022-04-01 19:04:59 main:574] : INFO : Epoch 1890 | loss: 0.0312384 | val_loss: 0.0312383 | Time: 1157.53 ms [2022-04-01 19:05:00 main:574] : INFO : Epoch 1891 | loss: 0.0312383 | val_loss: 0.0312389 | Time: 1201.16 ms [2022-04-01 19:05:01 main:574] : INFO : Epoch 1892 | loss: 0.0312395 | val_loss: 0.031239 | Time: 1241.33 ms [2022-04-01 19:05:02 main:574] : INFO : Epoch 1893 | loss: 0.031239 | val_loss: 0.0312388 | Time: 1210.9 ms [2022-04-01 19:05:04 main:574] : INFO : Epoch 1894 | loss: 0.0312393 | val_loss: 0.031238 | Time: 1428.89 ms [2022-04-01 19:05:05 main:574] : INFO : Epoch 1895 | loss: 0.0312384 | val_loss: 0.0312414 | Time: 1274.15 ms [2022-04-01 19:05:06 main:574] : INFO : Epoch 1896 | loss: 0.0312434 | val_loss: 0.0312519 | Time: 1325.12 ms [2022-04-01 19:05:07 main:574] : INFO : Epoch 1897 | loss: 0.0312458 | val_loss: 0.0312399 | Time: 1208.74 ms [2022-04-01 19:05:09 main:574] : INFO : Epoch 1898 | loss: 0.0312399 | val_loss: 0.0312384 | Time: 1415.65 ms [2022-04-01 19:05:10 main:574] : INFO : Epoch 1899 | loss: 0.0312397 | val_loss: 0.0312413 | Time: 1166.42 ms [2022-04-01 19:05:11 main:574] : INFO : Epoch 1900 | loss: 0.0312432 | val_loss: 0.031243 | Time: 1180.69 ms [2022-04-01 19:05:12 main:574] : INFO : Epoch 1901 | loss: 0.0312398 | val_loss: 0.0312403 | Time: 1213.91 ms [2022-04-01 19:05:14 main:574] : INFO : Epoch 1902 | loss: 0.0312406 | val_loss: 0.0312412 | Time: 1573.88 ms [2022-04-01 19:05:15 main:574] : INFO : Epoch 1903 | loss: 0.0312409 | val_loss: 0.0312425 | Time: 1154.04 ms [2022-04-01 19:05:16 main:574] : INFO : Epoch 1904 | loss: 0.0312413 | val_loss: 0.03124 | Time: 1187.89 ms [2022-04-01 19:05:18 main:574] : INFO : Epoch 1905 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 1350.01 ms [2022-04-01 19:05:19 main:574] : INFO : Epoch 1906 | loss: 0.0312394 | val_loss: 0.031238 | Time: 1148.91 ms [2022-04-01 19:05:20 main:574] : INFO : Epoch 1907 | loss: 0.0312385 | val_loss: 0.0312387 | Time: 1270.9 ms [2022-04-01 19:05:22 main:574] : INFO : Epoch 1908 | loss: 0.0312386 | val_loss: 0.0312405 | Time: 1417.6 ms [2022-04-01 19:05:23 main:574] : INFO : Epoch 1909 | loss: 0.0312397 | val_loss: 0.0312381 | Time: 1223.12 ms [2022-04-01 19:05:24 main:574] : INFO : Epoch 1910 | loss: 0.031242 | val_loss: 0.0312402 | Time: 1175.48 ms [2022-04-01 19:05:25 main:574] : INFO : Epoch 1911 | loss: 0.0312386 | val_loss: 0.0312392 | Time: 1136.72 ms [2022-04-01 19:05:27 main:574] : INFO : Epoch 1912 | loss: 0.0312383 | val_loss: 0.0312386 | Time: 1344.59 ms [2022-04-01 19:05:28 main:574] : INFO : Epoch 1913 | loss: 0.0312382 | val_loss: 0.0312383 | Time: 1232.62 ms [2022-04-01 19:05:29 main:574] : INFO : Epoch 1914 | loss: 0.0312401 | val_loss: 0.0312423 | Time: 1153.74 ms [2022-04-01 19:05:30 main:574] : INFO : Epoch 1915 | loss: 0.0312431 | val_loss: 0.0312391 | Time: 1239.7 ms [2022-04-01 19:05:31 main:574] : INFO : Epoch 1916 | loss: 0.0312413 | val_loss: 0.0312408 | Time: 1173.06 ms [2022-04-01 19:05:33 main:574] : INFO : Epoch 1917 | loss: 0.0312401 | val_loss: 0.0312383 | Time: 1224.55 ms [2022-04-01 19:05:34 main:574] : INFO : Epoch 1918 | loss: 0.0312401 | val_loss: 0.031239 | Time: 1195.91 ms [2022-04-01 19:05:35 main:574] : INFO : Epoch 1919 | loss: 0.0312391 | val_loss: 0.0312394 | Time: 1386 ms [2022-04-01 19:05:36 main:574] : INFO : Epoch 1920 | loss: 0.0312395 | val_loss: 0.0312381 | Time: 1314.42 ms [2022-04-01 19:05:38 main:574] : INFO : Epoch 1921 | loss: 0.0312392 | val_loss: 0.0312385 | Time: 1393.04 ms [2022-04-01 19:05:39 main:574] : INFO : Epoch 1922 | loss: 0.0312415 | val_loss: 0.0312428 | Time: 1531.81 ms [2022-04-01 19:05:41 main:574] : INFO : Epoch 1923 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 1224.29 ms [2022-04-01 19:05:42 main:574] : INFO : Epoch 1924 | loss: 0.0312443 | val_loss: 0.0312458 | Time: 1314.9 ms [2022-04-01 19:05:43 main:574] : INFO : Epoch 1925 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1307.43 ms [2022-04-01 19:05:44 main:574] : INFO : Epoch 1926 | loss: 0.0312433 | val_loss: 0.031243 | Time: 1216.8 ms [2022-04-01 19:05:46 main:574] : INFO : Epoch 1927 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 1170.06 ms [2022-04-01 19:05:47 main:574] : INFO : Epoch 1928 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 1123.73 ms [2022-04-01 19:05:48 main:574] : INFO : Epoch 1929 | loss: 0.0312436 | val_loss: 0.0312423 | Time: 1128.55 ms [2022-04-01 19:05:49 main:574] : INFO : Epoch 1930 | loss: 0.031243 | val_loss: 0.0312424 | Time: 1125.48 ms [2022-04-01 19:05:50 main:574] : INFO : Epoch 1931 | loss: 0.0312424 | val_loss: 0.0312419 | Time: 1178.82 ms [2022-04-01 19:05:51 main:574] : INFO : Epoch 1932 | loss: 0.031242 | val_loss: 0.0312448 | Time: 1216.25 ms [2022-04-01 19:05:53 main:574] : INFO : Epoch 1933 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 1133.54 ms [2022-04-01 19:05:54 main:574] : INFO : Epoch 1934 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 1106.07 ms [2022-04-01 19:05:55 main:574] : INFO : Epoch 1935 | loss: 0.0312417 | val_loss: 0.0312411 | Time: 1126.99 ms [2022-04-01 19:05:56 main:574] : INFO : Epoch 1936 | loss: 0.0312422 | val_loss: 0.0312467 | Time: 1187.05 ms [2022-04-01 19:05:57 main:574] : INFO : Epoch 1937 | loss: 0.0312449 | val_loss: 0.031243 | Time: 1202.88 ms [2022-04-01 19:05:58 main:574] : INFO : Epoch 1938 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 1192.65 ms [2022-04-01 19:06:00 main:574] : INFO : Epoch 1939 | loss: 0.0312445 | val_loss: 0.0312424 | Time: 1222.99 ms [2022-04-01 19:06:01 main:574] : INFO : Epoch 1940 | loss: 0.0312418 | val_loss: 0.0312415 | Time: 1160.12 ms [2022-04-01 19:06:02 main:574] : INFO : Epoch 1941 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 1291.51 ms [2022-04-01 19:06:03 main:574] : INFO : Epoch 1942 | loss: 0.031243 | val_loss: 0.0312422 | Time: 1265.09 ms [2022-04-01 19:06:05 main:574] : INFO : Epoch 1943 | loss: 0.0312425 | val_loss: 0.031247 | Time: 1206.88 ms [2022-04-01 19:06:06 main:574] : INFO : Epoch 1944 | loss: 0.031243 | val_loss: 0.0312412 | Time: 1170.68 ms [2022-04-01 19:06:07 main:574] : INFO : Epoch 1945 | loss: 0.0312418 | val_loss: 0.0312411 | Time: 1178.27 ms [2022-04-01 19:06:08 main:574] : INFO : Epoch 1946 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 1260.45 ms [2022-04-01 19:06:09 main:574] : INFO : Epoch 1947 | loss: 0.0312414 | val_loss: 0.0312437 | Time: 1143.99 ms [2022-04-01 19:06:11 main:574] : INFO : Epoch 1948 | loss: 0.0312416 | val_loss: 0.0312447 | Time: 1213.5 ms [2022-04-01 19:06:12 main:574] : INFO : Epoch 1949 | loss: 0.0312431 | val_loss: 0.0312413 | Time: 1191.11 ms [2022-04-01 19:06:13 main:574] : INFO : Epoch 1950 | loss: 0.0312411 | val_loss: 0.0312425 | Time: 1109.14 ms [2022-04-01 19:06:14 main:574] : INFO : Epoch 1951 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 1237.59 ms [2022-04-01 19:06:15 main:574] : INFO : Epoch 1952 | loss: 0.0312421 | val_loss: 0.0312407 | Time: 1126.53 ms [2022-04-01 19:06:16 main:574] : INFO : Epoch 1953 | loss: 0.031241 | val_loss: 0.0312475 | Time: 1164.85 ms [2022-04-01 19:06:18 main:574] : INFO : Epoch 1954 | loss: 0.0312433 | val_loss: 0.0312405 | Time: 1214.81 ms [2022-04-01 19:06:19 main:574] : INFO : Epoch 1955 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 1282.95 ms [2022-04-01 19:06:20 main:574] : INFO : Epoch 1956 | loss: 0.0312431 | val_loss: 0.0312419 | Time: 1169.2 ms [2022-04-01 19:06:21 main:574] : INFO : Epoch 1957 | loss: 0.0312418 | val_loss: 0.0312409 | Time: 1249.2 ms [2022-04-01 19:06:23 main:574] : INFO : Epoch 1958 | loss: 0.0312405 | val_loss: 0.0312419 | Time: 1234.97 ms [2022-04-01 19:06:24 main:574] : INFO : Epoch 1959 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 1256.72 ms [2022-04-01 19:06:25 main:574] : INFO : Epoch 1960 | loss: 0.0312421 | val_loss: 0.031243 | Time: 1163.67 ms [2022-04-01 19:06:26 main:574] : INFO : Epoch 1961 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 1283.04 ms [2022-04-01 19:06:28 main:574] : INFO : Epoch 1962 | loss: 0.0312416 | val_loss: 0.0312469 | Time: 1308.21 ms [2022-04-01 19:06:29 main:574] : INFO : Epoch 1963 | loss: 0.031242 | val_loss: 0.0312405 | Time: 1336.13 ms [2022-04-01 19:06:30 main:574] : INFO : Epoch 1964 | loss: 0.0312414 | val_loss: 0.0312412 | Time: 1514.27 ms [2022-04-01 19:06:32 main:574] : INFO : Epoch 1965 | loss: 0.0312416 | val_loss: 0.0312417 | Time: 1407.96 ms [2022-04-01 19:06:33 main:574] : INFO : Epoch 1966 | loss: 0.0312413 | val_loss: 0.0312409 | Time: 1368.45 ms [2022-04-01 19:06:34 main:574] : INFO : Epoch 1967 | loss: 0.0312398 | val_loss: 0.0312414 | Time: 1157.78 ms [2022-04-01 19:06:36 main:574] : INFO : Epoch 1968 | loss: 0.0312414 | val_loss: 0.0312421 | Time: 1171.01 ms [2022-04-01 19:06:37 main:574] : INFO : Epoch 1969 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 1140.49 ms [2022-04-01 19:06:38 main:574] : INFO : Epoch 1970 | loss: 0.031241 | val_loss: 0.0312423 | Time: 1178.73 ms [2022-04-01 19:06:39 main:574] : INFO : Epoch 1971 | loss: 0.0312415 | val_loss: 0.0312406 | Time: 1236.24 ms [2022-04-01 19:06:41 main:574] : INFO : Epoch 1972 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 1708.82 ms [2022-04-01 19:06:42 main:574] : INFO : Epoch 1973 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 1390.9 ms [2022-04-01 19:06:44 main:574] : INFO : Epoch 1974 | loss: 0.0312398 | val_loss: 0.0312416 | Time: 1536.21 ms [2022-04-01 19:06:45 main:574] : INFO : Epoch 1975 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 1288.55 ms [2022-04-01 19:06:46 main:574] : INFO : Epoch 1976 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 1194.75 ms [2022-04-01 19:06:47 main:574] : INFO : Epoch 1977 | loss: 0.0312402 | val_loss: 0.0312399 | Time: 1167.89 ms [2022-04-01 19:06:49 main:574] : INFO : Epoch 1978 | loss: 0.0312402 | val_loss: 0.0312398 | Time: 1163.06 ms [2022-04-01 19:06:50 main:574] : INFO : Epoch 1979 | loss: 0.0312412 | val_loss: 0.031243 | Time: 1137.82 ms [2022-04-01 19:06:51 main:574] : INFO : Epoch 1980 | loss: 0.0312431 | val_loss: 0.031243 | Time: 1248.75 ms [2022-04-01 19:06:52 main:574] : INFO : Epoch 1981 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 1229.74 ms [2022-04-01 19:06:54 main:574] : INFO : Epoch 1982 | loss: 0.0312432 | val_loss: 0.0312437 | Time: 1263.83 ms [2022-04-01 19:06:55 main:574] : INFO : Epoch 1983 | loss: 0.0312426 | val_loss: 0.0312407 | Time: 1174.51 ms [2022-04-01 19:06:56 main:574] : INFO : Epoch 1984 | loss: 0.0312412 | val_loss: 0.0312432 | Time: 1471.31 ms [2022-04-01 19:06:57 main:574] : INFO : Epoch 1985 | loss: 0.0312422 | val_loss: 0.0312404 | Time: 1126.53 ms [2022-04-01 19:06:59 main:574] : INFO : Epoch 1986 | loss: 0.0312416 | val_loss: 0.0312439 | Time: 1356.84 ms [2022-04-01 19:07:00 main:574] : INFO : Epoch 1987 | loss: 0.0312531 | val_loss: 0.0313696 | Time: 1134.85 ms [2022-04-01 19:07:01 main:574] : INFO : Epoch 1988 | loss: 0.0324169 | val_loss: 0.0319975 | Time: 1241.54 ms [2022-04-01 19:07:02 main:574] : INFO : Epoch 1989 | loss: 0.0319717 | val_loss: 0.0315204 | Time: 1165.2 ms [2022-04-01 19:07:03 main:574] : INFO : Epoch 1990 | loss: 0.0313527 | val_loss: 0.0312793 | Time: 1226.16 ms [2022-04-01 19:07:05 main:574] : INFO : Epoch 1991 | loss: 0.0312618 | val_loss: 0.0312521 | Time: 1195.87 ms [2022-04-01 19:07:06 main:574] : INFO : Epoch 1992 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 1304.02 ms [2022-04-01 19:07:07 main:574] : INFO : Epoch 1993 | loss: 0.0312428 | val_loss: 0.0312438 | Time: 1157.42 ms [2022-04-01 19:07:08 main:574] : INFO : Epoch 1994 | loss: 0.0312415 | val_loss: 0.0312415 | Time: 1188.03 ms [2022-04-01 19:07:09 main:574] : INFO : Epoch 1995 | loss: 0.0312402 | val_loss: 0.0312399 | Time: 1117.69 ms [2022-04-01 19:07:11 main:574] : INFO : Epoch 1996 | loss: 0.0312399 | val_loss: 0.0312424 | Time: 1206.42 ms [2022-04-01 19:07:12 main:574] : INFO : Epoch 1997 | loss: 0.0312394 | val_loss: 0.0312404 | Time: 1169.62 ms [2022-04-01 19:07:13 main:574] : INFO : Epoch 1998 | loss: 0.0312434 | val_loss: 0.0312405 | Time: 1145.36 ms [2022-04-01 19:07:14 main:574] : INFO : Epoch 1999 | loss: 0.031243 | val_loss: 0.0312424 | Time: 1308.65 ms [2022-04-01 19:07:16 main:574] : INFO : Epoch 2000 | loss: 0.0312401 | val_loss: 0.0312394 | Time: 1255 ms [2022-04-01 19:07:17 main:574] : INFO : Epoch 2001 | loss: 0.0312397 | val_loss: 0.0312391 | Time: 1172.8 ms [2022-04-01 19:07:18 main:574] : INFO : Epoch 2002 | loss: 0.0312395 | val_loss: 0.0312389 | Time: 1142.33 ms [2022-04-01 19:07:19 main:574] : INFO : Epoch 2003 | loss: 0.0312393 | val_loss: 0.0312419 | Time: 1125.12 ms [2022-04-01 19:07:20 main:574] : INFO : Epoch 2004 | loss: 0.0312412 | val_loss: 0.0312408 | Time: 1136.01 ms [2022-04-01 19:07:21 main:574] : INFO : Epoch 2005 | loss: 0.03124 | val_loss: 0.0312407 | Time: 1148.74 ms [2022-04-01 19:07:22 main:574] : INFO : Epoch 2006 | loss: 0.0312403 | val_loss: 0.0312391 | Time: 1131.89 ms [2022-04-01 19:07:24 main:574] : INFO : Epoch 2007 | loss: 0.0312392 | val_loss: 0.0312394 | Time: 1214.21 ms [2022-04-01 19:07:25 main:574] : INFO : Epoch 2008 | loss: 0.0312394 | val_loss: 0.0312399 | Time: 1518.89 ms [2022-04-01 19:07:26 main:574] : INFO : Epoch 2009 | loss: 0.031239 | val_loss: 0.03124 | Time: 1206.57 ms [2022-04-01 19:07:28 main:574] : INFO : Epoch 2010 | loss: 0.0312394 | val_loss: 0.0312401 | Time: 1302.49 ms [2022-04-01 19:07:29 main:574] : INFO : Epoch 2011 | loss: 0.03124 | val_loss: 0.0312411 | Time: 1152.76 ms [2022-04-01 19:07:30 main:574] : INFO : Epoch 2012 | loss: 0.0312408 | val_loss: 0.0312401 | Time: 1181.6 ms [2022-04-01 19:07:31 main:574] : INFO : Epoch 2013 | loss: 0.0312399 | val_loss: 0.0312412 | Time: 1366.16 ms [2022-04-01 19:07:33 main:574] : INFO : Epoch 2014 | loss: 0.0312413 | val_loss: 0.0312459 | Time: 1185.13 ms [2022-04-01 19:07:34 main:574] : INFO : Epoch 2015 | loss: 0.031241 | val_loss: 0.0312394 | Time: 1231.61 ms [2022-04-01 19:07:35 main:574] : INFO : Epoch 2016 | loss: 0.0312415 | val_loss: 0.0312398 | Time: 1224.29 ms [2022-04-01 19:07:36 main:574] : INFO : Epoch 2017 | loss: 0.0312392 | val_loss: 0.0312393 | Time: 1404.97 ms [2022-04-01 19:07:38 main:574] : INFO : Epoch 2018 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 1288.78 ms [2022-04-01 19:07:39 main:574] : INFO : Epoch 2019 | loss: 0.0312398 | val_loss: 0.031239 | Time: 1298.74 ms [2022-04-01 19:07:40 main:574] : INFO : Epoch 2020 | loss: 0.0312391 | val_loss: 0.0312394 | Time: 1213.84 ms [2022-04-01 19:07:41 main:574] : INFO : Epoch 2021 | loss: 0.0312403 | val_loss: 0.0312388 | Time: 1229.66 ms [2022-04-01 19:07:43 main:574] : INFO : Epoch 2022 | loss: 0.0312393 | val_loss: 0.0312392 | Time: 1240.79 ms [2022-04-01 19:07:44 main:574] : INFO : Epoch 2023 | loss: 0.0312387 | val_loss: 0.0312401 | Time: 1213.85 ms [2022-04-01 19:07:45 main:574] : INFO : Epoch 2024 | loss: 0.0312414 | val_loss: 0.0312419 | Time: 1164.53 ms [2022-04-01 19:07:46 main:574] : INFO : Epoch 2025 | loss: 0.0312459 | val_loss: 0.0312429 | Time: 1106.15 ms [2022-04-01 19:07:47 main:574] : INFO : Epoch 2026 | loss: 0.0312436 | val_loss: 0.0312452 | Time: 1238.6 ms [2022-04-01 19:07:49 main:574] : INFO : Epoch 2027 | loss: 0.0312406 | val_loss: 0.0312392 | Time: 1133.19 ms [2022-04-01 19:07:50 main:574] : INFO : Epoch 2028 | loss: 0.0312387 | val_loss: 0.0312386 | Time: 1153.25 ms [2022-04-01 19:07:51 main:574] : INFO : Epoch 2029 | loss: 0.0312386 | val_loss: 0.0312386 | Time: 1185.4 ms [2022-04-01 19:07:52 main:574] : INFO : Epoch 2030 | loss: 0.031239 | val_loss: 0.0312385 | Time: 1131.49 ms [2022-04-01 19:07:53 main:574] : INFO : Epoch 2031 | loss: 0.0312383 | val_loss: 0.031239 | Time: 1153.31 ms [2022-04-01 19:07:54 main:574] : INFO : Epoch 2032 | loss: 0.0312386 | val_loss: 0.0312414 | Time: 1137.75 ms [2022-04-01 19:07:56 main:574] : INFO : Epoch 2033 | loss: 0.0312397 | val_loss: 0.0312386 | Time: 1126.78 ms [2022-04-01 19:07:57 main:574] : INFO : Epoch 2034 | loss: 0.0312388 | val_loss: 0.0312412 | Time: 1162.7 ms [2022-04-01 19:07:58 main:574] : INFO : Epoch 2035 | loss: 0.0312399 | val_loss: 0.0312389 | Time: 1290.5 ms [2022-04-01 19:07:59 main:574] : INFO : Epoch 2036 | loss: 0.0312392 | val_loss: 0.0312388 | Time: 1151.18 ms [2022-04-01 19:08:00 main:574] : INFO : Epoch 2037 | loss: 0.0312384 | val_loss: 0.0312397 | Time: 1120.82 ms [2022-04-01 19:08:02 main:574] : INFO : Epoch 2038 | loss: 0.0312395 | val_loss: 0.031239 | Time: 1300.85 ms [2022-04-01 19:08:03 main:574] : INFO : Epoch 2039 | loss: 0.0312399 | val_loss: 0.0312407 | Time: 1305.02 ms [2022-04-01 19:08:04 main:574] : INFO : Epoch 2040 | loss: 0.0312396 | val_loss: 0.0312389 | Time: 1261.22 ms [2022-04-01 19:08:05 main:574] : INFO : Epoch 2041 | loss: 0.0312404 | val_loss: 0.0312414 | Time: 1162.76 ms [2022-04-01 19:08:06 main:574] : INFO : Epoch 2042 | loss: 0.0312397 | val_loss: 0.031239 | Time: 1134.47 ms [2022-04-01 19:08:08 main:574] : INFO : Epoch 2043 | loss: 0.0312393 | val_loss: 0.0312487 | Time: 1189.14 ms [2022-04-01 19:08:09 main:574] : INFO : Epoch 2044 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 1213.18 ms [2022-04-01 19:08:10 main:574] : INFO : Epoch 2045 | loss: 0.0312396 | val_loss: 0.0312397 | Time: 1169.14 ms [2022-04-01 19:08:11 main:574] : INFO : Epoch 2046 | loss: 0.031239 | val_loss: 0.0312383 | Time: 1132.79 ms [2022-04-01 19:08:12 main:574] : INFO : Epoch 2047 | loss: 0.031239 | val_loss: 0.0312388 | Time: 1113.36 ms [2022-04-01 19:08:13 main:574] : INFO : Epoch 2048 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 1099.75 ms [2022-04-01 19:08:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312389 [2022-04-01 19:08:13 main:603] : INFO : Saving end state to config to file [2022-04-01 19:08:13 main:608] : INFO : Success, exiting.. 19:08:13 (24932): 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)