Task 14622758
| Name | ParityModified-1647047448-24029-3-0_0 |
| Workunit | 11639561 |
| Created | 17 Apr 2022, 12:31:40 UTC |
| Sent | 17 Apr 2022, 12:31:51 UTC |
| Report deadline | 25 Apr 2022, 12:31:51 UTC |
| Received | 18 Apr 2022, 23:23:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 45 min 58 sec |
| CPU time | 43 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> och 1542 | loss: 0.0311244 | val_loss: 0.0311489 | Time: 1154.21 ms [2022-04-18 19:12:46 main:574] : INFO : Epoch 1543 | loss: 0.0311259 | val_loss: 0.0311459 | Time: 1162.56 ms [2022-04-18 19:12:47 main:574] : INFO : Epoch 1544 | loss: 0.0311277 | val_loss: 0.0311497 | Time: 1205.32 ms [2022-04-18 19:12:49 main:574] : INFO : Epoch 1545 | loss: 0.0311244 | val_loss: 0.0311503 | Time: 1142.13 ms [2022-04-18 19:12:50 main:574] : INFO : Epoch 1546 | loss: 0.0311272 | val_loss: 0.0311474 | Time: 1183.64 ms [2022-04-18 19:12:51 main:574] : INFO : Epoch 1547 | loss: 0.0311266 | val_loss: 0.0311506 | Time: 1164.76 ms [2022-04-18 19:12:52 main:574] : INFO : Epoch 1548 | loss: 0.0311294 | val_loss: 0.0311477 | Time: 1151.07 ms [2022-04-18 19:12:54 main:574] : INFO : Epoch 1549 | loss: 0.031125 | val_loss: 0.0311505 | Time: 1199.54 ms [2022-04-18 19:12:55 main:574] : INFO : Epoch 1550 | loss: 0.031124 | val_loss: 0.0311514 | Time: 1137.65 ms [2022-04-18 19:12:56 main:574] : INFO : Epoch 1551 | loss: 0.0311273 | val_loss: 0.0311494 | Time: 1187.8 ms [2022-04-18 19:12:57 main:574] : INFO : Epoch 1552 | loss: 0.0311235 | val_loss: 0.031149 | Time: 1178.19 ms [2022-04-18 19:12:59 main:574] : INFO : Epoch 1553 | loss: 0.0311266 | val_loss: 0.0311498 | Time: 1147.36 ms [2022-04-18 19:13:00 main:574] : INFO : Epoch 1554 | loss: 0.0311253 | val_loss: 0.0311505 | Time: 1185.3 ms [2022-04-18 19:13:01 main:574] : INFO : Epoch 1555 | loss: 0.0311228 | val_loss: 0.0311509 | Time: 1160.35 ms [2022-04-18 19:13:02 main:574] : INFO : Epoch 1556 | loss: 0.0311231 | val_loss: 0.0311484 | Time: 1169.35 ms [2022-04-18 19:13:04 main:574] : INFO : Epoch 1557 | loss: 0.0311249 | val_loss: 0.0311487 | Time: 1205.22 ms [2022-04-18 19:13:05 main:574] : INFO : Epoch 1558 | loss: 0.0311322 | val_loss: 0.031146 | Time: 1152.54 ms [2022-04-18 19:13:06 main:574] : INFO : Epoch 1559 | loss: 0.0311342 | val_loss: 0.0311486 | Time: 1178.91 ms [2022-04-18 19:13:08 main:574] : INFO : Epoch 1560 | loss: 0.0311308 | val_loss: 0.0311523 | Time: 1138.85 ms [2022-04-18 19:13:09 main:574] : INFO : Epoch 1561 | loss: 0.0311288 | val_loss: 0.031147 | Time: 1129.85 ms [2022-04-18 19:13:10 main:574] : INFO : Epoch 1562 | loss: 0.0311296 | val_loss: 0.0311495 | Time: 1133.21 ms [2022-04-18 19:13:11 main:574] : INFO : Epoch 1563 | loss: 0.0311274 | val_loss: 0.0311492 | Time: 1126.91 ms [2022-04-18 19:13:12 main:574] : INFO : Epoch 1564 | loss: 0.0311278 | val_loss: 0.0311459 | Time: 1134.45 ms [2022-04-18 19:13:14 main:574] : INFO : Epoch 1565 | loss: 0.0311282 | val_loss: 0.0311464 | Time: 1130.81 ms [2022-04-18 19:13:15 main:574] : INFO : Epoch 1566 | loss: 0.0311268 | val_loss: 0.0311461 | Time: 1133.01 ms [2022-04-18 19:13:16 main:574] : INFO : Epoch 1567 | loss: 0.0311251 | val_loss: 0.0311462 | Time: 1135.32 ms [2022-04-18 19:13:17 main:574] : INFO : Epoch 1568 | loss: 0.0311257 | val_loss: 0.0311438 | Time: 1130.08 ms [2022-04-18 19:13:18 main:574] : INFO : Epoch 1569 | loss: 0.0311268 | val_loss: 0.0311443 | Time: 1132.37 ms [2022-04-18 19:13:20 main:574] : INFO : Epoch 1570 | loss: 0.0311246 | val_loss: 0.0311443 | Time: 1131.33 ms [2022-04-18 19:13:21 main:574] : INFO : Epoch 1571 | loss: 0.0311254 | val_loss: 0.0311505 | Time: 1128.83 ms [2022-04-18 19:13:22 main:574] : INFO : Epoch 1572 | loss: 0.0311263 | val_loss: 0.0311425 | Time: 1130.9 ms [2022-04-18 19:13:23 main:574] : INFO : Epoch 1573 | loss: 0.0311281 | val_loss: 0.0311429 | Time: 1129.22 ms [2022-04-18 19:13:24 main:574] : INFO : Epoch 1574 | loss: 0.0311279 | val_loss: 0.0311447 | Time: 1133.62 ms [2022-04-18 19:13:26 main:574] : INFO : Epoch 1575 | loss: 0.0311263 | val_loss: 0.0311472 | Time: 1131.13 ms [2022-04-18 19:13:27 main:574] : INFO : Epoch 1576 | loss: 0.0311263 | val_loss: 0.0311442 | Time: 1131.24 ms [2022-04-18 19:13:28 main:574] : INFO : Epoch 1577 | loss: 0.0311267 | val_loss: 0.0311457 | Time: 1132.28 ms [2022-04-18 19:13:29 main:574] : INFO : Epoch 1578 | loss: 0.0311259 | val_loss: 0.0311463 | Time: 1126.41 ms [2022-04-18 19:13:30 main:574] : INFO : Epoch 1579 | loss: 0.0311249 | val_loss: 0.031143 | Time: 1130.23 ms [2022-04-18 19:13:32 main:574] : INFO : Epoch 1580 | loss: 0.031129 | val_loss: 0.0311474 | Time: 1129.53 ms [2022-04-18 19:13:33 main:574] : INFO : Epoch 1581 | loss: 0.0311281 | val_loss: 0.0311471 | Time: 1133.78 ms [2022-04-18 19:13:34 main:574] : INFO : Epoch 1582 | loss: 0.0311312 | val_loss: 0.0311498 | Time: 1131.31 ms [2022-04-18 19:13:35 main:574] : INFO : Epoch 1583 | loss: 0.0311293 | val_loss: 0.0311446 | Time: 1128.49 ms [2022-04-18 19:13:37 main:574] : INFO : Epoch 1584 | loss: 0.0311281 | val_loss: 0.0311429 | Time: 1130.38 ms [2022-04-18 19:13:38 main:574] : INFO : Epoch 1585 | loss: 0.0311274 | val_loss: 0.0311393 | Time: 1127.58 ms [2022-04-18 19:13:39 main:574] : INFO : Epoch 1586 | loss: 0.0311251 | val_loss: 0.0311478 | Time: 1130.86 ms [2022-04-18 19:13:40 main:574] : INFO : Epoch 1587 | loss: 0.0311269 | val_loss: 0.0311445 | Time: 1139.84 ms [2022-04-18 19:13:41 main:574] : INFO : Epoch 1588 | loss: 0.0311254 | val_loss: 0.0311444 | Time: 1130.27 ms [2022-04-18 19:13:43 main:574] : INFO : Epoch 1589 | loss: 0.0311238 | val_loss: 0.0311463 | Time: 1132.38 ms [2022-04-18 19:13:44 main:574] : INFO : Epoch 1590 | loss: 0.0311247 | val_loss: 0.0311441 | Time: 1133.06 ms [2022-04-18 19:13:45 main:574] : INFO : Epoch 1591 | loss: 0.0311267 | val_loss: 0.0311436 | Time: 1133.4 ms [2022-04-18 19:13:46 main:574] : INFO : Epoch 1592 | loss: 0.031125 | val_loss: 0.0311427 | Time: 1134.19 ms [2022-04-18 19:13:47 main:574] : INFO : Epoch 1593 | loss: 0.0311226 | val_loss: 0.0311432 | Time: 1128.62 ms [2022-04-18 19:13:49 main:574] : INFO : Epoch 1594 | loss: 0.0311244 | val_loss: 0.0311443 | Time: 1137.54 ms [2022-04-18 19:13:50 main:574] : INFO : Epoch 1595 | loss: 0.0311224 | val_loss: 0.0311412 | Time: 1127.17 ms [2022-04-18 19:13:51 main:574] : INFO : Epoch 1596 | loss: 0.0311217 | val_loss: 0.0311424 | Time: 1134.39 ms [2022-04-18 19:13:52 main:574] : INFO : Epoch 1597 | loss: 0.0311228 | val_loss: 0.0311417 | Time: 1130.68 ms [2022-04-18 19:13:54 main:574] : INFO : Epoch 1598 | loss: 0.0311219 | val_loss: 0.0311393 | Time: 1127.91 ms [2022-04-18 19:13:55 main:574] : INFO : Epoch 1599 | loss: 0.0311235 | val_loss: 0.0311466 | Time: 1127.87 ms [2022-04-18 19:13:56 main:574] : INFO : Epoch 1600 | loss: 0.0311242 | val_loss: 0.031146 | Time: 1128.16 ms [2022-04-18 19:13:57 main:574] : INFO : Epoch 1601 | loss: 0.0311219 | val_loss: 0.0311461 | Time: 1129.19 ms [2022-04-18 19:13:58 main:574] : INFO : Epoch 1602 | loss: 0.031124 | val_loss: 0.0311448 | Time: 1126.78 ms [2022-04-18 19:14:00 main:574] : INFO : Epoch 1603 | loss: 0.0311225 | val_loss: 0.0311428 | Time: 1130.1 ms [2022-04-18 19:14:01 main:574] : INFO : Epoch 1604 | loss: 0.0311223 | val_loss: 0.0311486 | Time: 1126.42 ms [2022-04-18 19:14:02 main:574] : INFO : Epoch 1605 | loss: 0.0311226 | val_loss: 0.0311441 | Time: 1129.33 ms [2022-04-18 19:14:04 main:574] : INFO : Epoch 1606 | loss: 0.0311201 | val_loss: 0.0311424 | Time: 1381.8 ms [2022-04-18 19:14:05 main:574] : INFO : Epoch 1607 | loss: 0.0311202 | val_loss: 0.0311447 | Time: 1852.03 ms [2022-04-18 19:14:07 main:574] : INFO : Epoch 1608 | loss: 0.0311208 | val_loss: 0.0311422 | Time: 1447.06 ms [2022-04-18 19:14:08 main:574] : INFO : Epoch 1609 | loss: 0.0311211 | val_loss: 0.0311436 | Time: 1379.28 ms [2022-04-18 19:14:10 main:574] : INFO : Epoch 1610 | loss: 0.0311207 | val_loss: 0.0311473 | Time: 1324.2 ms [2022-04-18 19:14:11 main:574] : INFO : Epoch 1611 | loss: 0.0311216 | val_loss: 0.031151 | Time: 1269.68 ms [2022-04-18 19:14:12 main:574] : INFO : Epoch 1612 | loss: 0.031124 | val_loss: 0.0311463 | Time: 1266.29 ms [2022-04-18 19:14:13 main:574] : INFO : Epoch 1613 | loss: 0.0311252 | val_loss: 0.0311448 | Time: 1292.55 ms [2022-04-18 19:14:15 main:574] : INFO : Epoch 1614 | loss: 0.0311269 | val_loss: 0.031147 | Time: 1244.99 ms [2022-04-18 19:14:16 main:574] : INFO : Epoch 1615 | loss: 0.0311243 | val_loss: 0.0311436 | Time: 1232.31 ms [2022-04-18 19:14:17 main:574] : INFO : Epoch 1616 | loss: 0.0311238 | val_loss: 0.0311432 | Time: 1227.03 ms [2022-04-18 19:14:19 main:574] : INFO : Epoch 1617 | loss: 0.0311237 | val_loss: 0.0311471 | Time: 1217.81 ms [2022-04-18 19:14:20 main:574] : INFO : Epoch 1618 | loss: 0.0311241 | val_loss: 0.0311434 | Time: 1216.66 ms [2022-04-18 19:14:21 main:574] : INFO : Epoch 1619 | loss: 0.0311228 | val_loss: 0.0311491 | Time: 1213.2 ms [2022-04-18 19:14:22 main:574] : INFO : Epoch 1620 | loss: 0.0311246 | val_loss: 0.0311466 | Time: 1211.92 ms [2022-04-18 19:14:23 main:574] : INFO : Epoch 1621 | loss: 0.0311219 | val_loss: 0.0311421 | Time: 1219.01 ms [2022-04-18 19:14:25 main:574] : INFO : Epoch 1622 | loss: 0.0311245 | val_loss: 0.0311422 | Time: 1214.55 ms [2022-04-18 19:14:26 main:574] : INFO : Epoch 1623 | loss: 0.0311248 | val_loss: 0.0311441 | Time: 1214.66 ms [2022-04-18 19:14:27 main:574] : INFO : Epoch 1624 | loss: 0.0311231 | val_loss: 0.0311445 | Time: 1223.88 ms [2022-04-18 19:14:28 main:574] : INFO : Epoch 1625 | loss: 0.0311213 | val_loss: 0.0311429 | Time: 1197.2 ms [2022-04-18 19:14:30 main:574] : INFO : Epoch 1626 | loss: 0.0311211 | val_loss: 0.0311473 | Time: 1217.57 ms [2022-04-18 19:14:31 main:574] : INFO : Epoch 1627 | loss: 0.031121 | val_loss: 0.03115 | Time: 1246.24 ms [2022-04-18 19:14:32 main:574] : INFO : Epoch 1628 | loss: 0.0311209 | val_loss: 0.0311452 | Time: 1202.85 ms [2022-04-18 19:14:33 main:574] : INFO : Epoch 1629 | loss: 0.0311213 | val_loss: 0.0311431 | Time: 1172.81 ms [2022-04-18 19:14:34 main:574] : INFO : Epoch 1630 | loss: 0.0311196 | val_loss: 0.0311452 | Time: 1175.37 ms [2022-04-18 19:14:36 main:574] : INFO : Epoch 1631 | loss: 0.0311196 | val_loss: 0.0311458 | Time: 1170.36 ms [2022-04-18 19:14:37 main:574] : INFO : Epoch 1632 | loss: 0.0311186 | val_loss: 0.0311485 | Time: 1175.26 ms [2022-04-18 19:14:38 main:574] : INFO : Epoch 1633 | loss: 0.0311201 | val_loss: 0.0311455 | Time: 1167.2 ms [2022-04-18 19:14:39 main:574] : INFO : Epoch 1634 | loss: 0.0311193 | val_loss: 0.0311424 | Time: 1165.65 ms [2022-04-18 19:14:40 main:574] : INFO : Epoch 1635 | loss: 0.0311207 | val_loss: 0.0311476 | Time: 1176.72 ms [2022-04-18 19:14:41 main:574] : INFO : Epoch 1636 | loss: 0.0311204 | val_loss: 0.0311449 | Time: 1183.63 ms [2022-04-18 19:14:43 main:574] : INFO : Epoch 1637 | loss: 0.0311246 | val_loss: 0.031144 | Time: 1169.78 ms [2022-04-18 19:14:44 main:574] : INFO : Epoch 1638 | loss: 0.0311227 | val_loss: 0.0311531 | Time: 1166.36 ms [2022-04-18 19:14:45 main:574] : INFO : Epoch 1639 | loss: 0.0311286 | val_loss: 0.0311439 | Time: 1160.8 ms [2022-04-18 19:14:46 main:574] : INFO : Epoch 1640 | loss: 0.0311232 | val_loss: 0.0311464 | Time: 1168.38 ms [2022-04-18 19:14:48 main:574] : INFO : Epoch 1641 | loss: 0.0311244 | val_loss: 0.0311478 | Time: 1168.62 ms [2022-04-18 19:14:49 main:574] : INFO : Epoch 1642 | loss: 0.0311209 | val_loss: 0.0311472 | Time: 1169.92 ms [2022-04-18 19:14:50 main:574] : INFO : Epoch 1643 | loss: 0.0311207 | val_loss: 0.0311491 | Time: 1162.78 ms [2022-04-18 19:14:51 main:574] : INFO : Epoch 1644 | loss: 0.0311206 | val_loss: 0.0311448 | Time: 1168.85 ms [2022-04-18 19:14:52 main:574] : INFO : Epoch 1645 | loss: 0.0311185 | val_loss: 0.0311479 | Time: 1165.93 ms [2022-04-18 19:14:53 main:574] : INFO : Epoch 1646 | loss: 0.0311202 | val_loss: 0.0311469 | Time: 1168.8 ms [2022-04-18 19:14:55 main:574] : INFO : Epoch 1647 | loss: 0.0311225 | val_loss: 0.0311477 | Time: 1163.9 ms [2022-04-18 19:14:56 main:574] : INFO : Epoch 1648 | loss: 0.0311227 | val_loss: 0.0311469 | Time: 1168.92 ms [2022-04-18 19:14:57 main:574] : INFO : Epoch 1649 | loss: 0.0311242 | val_loss: 0.0311434 | Time: 1162.75 ms [2022-04-18 19:14:58 main:574] : INFO : Epoch 1650 | loss: 0.0311245 | val_loss: 0.0311435 | Time: 1170.21 ms [2022-04-18 19:14:59 main:574] : INFO : Epoch 1651 | loss: 0.0311306 | val_loss: 0.0311504 | Time: 1159.47 ms [2022-04-18 19:15:00 main:574] : INFO : Epoch 1652 | loss: 0.0311285 | val_loss: 0.0311413 | Time: 1168.96 ms [2022-04-18 19:15:02 main:574] : INFO : Epoch 1653 | loss: 0.031126 | val_loss: 0.0311412 | Time: 1164.04 ms [2022-04-18 19:15:03 main:574] : INFO : Epoch 1654 | loss: 0.0311255 | val_loss: 0.0311453 | Time: 1173.3 ms [2022-04-18 19:15:04 main:574] : INFO : Epoch 1655 | loss: 0.0311241 | val_loss: 0.0311449 | Time: 1230.42 ms [2022-04-18 19:15:05 main:574] : INFO : Epoch 1656 | loss: 0.0311241 | val_loss: 0.0311482 | Time: 1180.01 ms [2022-04-18 19:15:06 main:574] : INFO : Epoch 1657 | loss: 0.0311251 | val_loss: 0.0311478 | Time: 1176.58 ms [2022-04-18 19:15:08 main:574] : INFO : Epoch 1658 | loss: 0.0311255 | val_loss: 0.0311421 | Time: 1175.99 ms [2022-04-18 19:15:09 main:574] : INFO : Epoch 1659 | loss: 0.031123 | val_loss: 0.0311477 | Time: 1173.12 ms [2022-04-18 19:15:10 main:574] : INFO : Epoch 1660 | loss: 0.0311237 | val_loss: 0.0311447 | Time: 1174.73 ms [2022-04-18 19:15:11 main:574] : INFO : Epoch 1661 | loss: 0.031126 | val_loss: 0.0311476 | Time: 1174.77 ms [2022-04-18 19:15:12 main:574] : INFO : Epoch 1662 | loss: 0.0311223 | val_loss: 0.031147 | Time: 1180.41 ms [2022-04-18 19:15:13 main:574] : INFO : Epoch 1663 | loss: 0.0311222 | val_loss: 0.0311457 | Time: 1179.64 ms [2022-04-18 19:15:15 main:574] : INFO : Epoch 1664 | loss: 0.0311222 | val_loss: 0.031148 | Time: 1175.53 ms [2022-04-18 19:15:16 main:574] : INFO : Epoch 1665 | loss: 0.0311235 | val_loss: 0.0311491 | Time: 1177.27 ms [2022-04-18 19:15:17 main:574] : INFO : Epoch 1666 | loss: 0.0311216 | val_loss: 0.0311444 | Time: 1172.82 ms [2022-04-18 19:15:18 main:574] : INFO : Epoch 1667 | loss: 0.0311199 | val_loss: 0.0311452 | Time: 1176.16 ms [2022-04-18 19:15:19 main:574] : INFO : Epoch 1668 | loss: 0.0311212 | val_loss: 0.0311489 | Time: 1174.66 ms [2022-04-18 19:15:21 main:574] : INFO : Epoch 1669 | loss: 0.0311217 | val_loss: 0.0311487 | Time: 1173.46 ms [2022-04-18 19:15:22 main:574] : INFO : Epoch 1670 | loss: 0.0311226 | val_loss: 0.0311457 | Time: 1173.8 ms [2022-04-18 19:15:23 main:574] : INFO : Epoch 1671 | loss: 0.0311212 | val_loss: 0.0311461 | Time: 1176.77 ms [2022-04-18 19:15:24 main:574] : INFO : Epoch 1672 | loss: 0.0311216 | val_loss: 0.0311455 | Time: 1174.58 ms [2022-04-18 19:15:25 main:574] : INFO : Epoch 1673 | loss: 0.0311226 | val_loss: 0.0311463 | Time: 1173.74 ms [2022-04-18 19:15:26 main:574] : INFO : Epoch 1674 | loss: 0.0311259 | val_loss: 0.0311524 | Time: 1194.3 ms [2022-04-18 19:15:28 main:574] : INFO : Epoch 1675 | loss: 0.0311287 | val_loss: 0.0311519 | Time: 1170.96 ms [2022-04-18 19:15:29 main:574] : INFO : Epoch 1676 | loss: 0.0311242 | val_loss: 0.0311458 | Time: 1168.15 ms [2022-04-18 19:15:30 main:574] : INFO : Epoch 1677 | loss: 0.0311234 | val_loss: 0.0311461 | Time: 1246.54 ms [2022-04-18 19:15:31 main:574] : INFO : Epoch 1678 | loss: 0.0311224 | val_loss: 0.0311454 | Time: 1226.43 ms [2022-04-18 19:15:33 main:574] : INFO : Epoch 1679 | loss: 0.0311204 | val_loss: 0.0311417 | Time: 1193.84 ms [2022-04-18 19:15:34 main:574] : INFO : Epoch 1680 | loss: 0.0311222 | val_loss: 0.0311466 | Time: 1183.31 ms [2022-04-18 19:15:35 main:574] : INFO : Epoch 1681 | loss: 0.0311242 | val_loss: 0.031144 | Time: 1183.76 ms [2022-04-18 19:15:37 main:574] : INFO : Epoch 1682 | loss: 0.0311223 | val_loss: 0.0311461 | Time: 1188.34 ms [2022-04-18 19:15:38 main:574] : INFO : Epoch 1683 | loss: 0.0311215 | val_loss: 0.0311434 | Time: 1172.86 ms [2022-04-18 19:15:39 main:574] : INFO : Epoch 1684 | loss: 0.0311211 | val_loss: 0.0311425 | Time: 1183.29 ms [2022-04-18 19:15:40 main:574] : INFO : Epoch 1685 | loss: 0.0311201 | val_loss: 0.031142 | Time: 1190.31 ms [2022-04-18 19:15:42 main:574] : INFO : Epoch 1686 | loss: 0.0311216 | val_loss: 0.0311411 | Time: 1188.01 ms [2022-04-18 19:15:43 main:574] : INFO : Epoch 1687 | loss: 0.0311206 | val_loss: 0.0311417 | Time: 1183.96 ms [2022-04-18 19:15:44 main:574] : INFO : Epoch 1688 | loss: 0.0311213 | val_loss: 0.0311396 | Time: 1181.55 ms [2022-04-18 19:15:45 main:574] : INFO : Epoch 1689 | loss: 0.0311212 | val_loss: 0.0311375 | Time: 1188.32 ms [2022-04-18 19:15:47 main:574] : INFO : Epoch 1690 | loss: 0.0311221 | val_loss: 0.0311399 | Time: 1186.25 ms [2022-04-18 19:15:48 main:574] : INFO : Epoch 1691 | loss: 0.0311195 | val_loss: 0.0311399 | Time: 1183.23 ms [2022-04-18 19:15:49 main:574] : INFO : Epoch 1692 | loss: 0.0311201 | val_loss: 0.0311411 | Time: 1174.65 ms [2022-04-18 19:15:51 main:574] : INFO : Epoch 1693 | loss: 0.0311201 | val_loss: 0.0311412 | Time: 1181.48 ms [2022-04-18 19:15:52 main:574] : INFO : Epoch 1694 | loss: 0.0311232 | val_loss: 0.0311412 | Time: 1170.81 ms [2022-04-18 19:15:53 main:574] : INFO : Epoch 1695 | loss: 0.0311229 | val_loss: 0.0311422 | Time: 1181.97 ms [2022-04-18 19:15:54 main:574] : INFO : Epoch 1696 | loss: 0.0311377 | val_loss: 0.0311508 | Time: 1180.98 ms [2022-04-18 19:15:56 main:574] : INFO : Epoch 1697 | loss: 0.0311331 | val_loss: 0.0311459 | Time: 1179.34 ms [2022-04-18 19:15:57 main:574] : INFO : Epoch 1698 | loss: 0.0311296 | val_loss: 0.0311419 | Time: 1175.79 ms [2022-04-18 19:15:58 main:574] : INFO : Epoch 1699 | loss: 0.0311281 | val_loss: 0.0311399 | Time: 1169.15 ms [2022-04-18 19:15:59 main:574] : INFO : Epoch 1700 | loss: 0.0311263 | val_loss: 0.0311379 | Time: 1181.65 ms [2022-04-18 19:16:00 main:574] : INFO : Epoch 1701 | loss: 0.0311229 | val_loss: 0.0311392 | Time: 1176.61 ms [2022-04-18 19:16:02 main:574] : INFO : Epoch 1702 | loss: 0.0311223 | val_loss: 0.0311432 | Time: 1176.28 ms [2022-04-18 19:16:03 main:574] : INFO : Epoch 1703 | loss: 0.0311224 | val_loss: 0.0311415 | Time: 1179.75 ms [2022-04-18 19:16:04 main:574] : INFO : Epoch 1704 | loss: 0.0311213 | val_loss: 0.0311406 | Time: 1177.38 ms [2022-04-18 19:16:06 main:574] : INFO : Epoch 1705 | loss: 0.0311211 | val_loss: 0.0311399 | Time: 1176.45 ms [2022-04-18 19:16:07 main:574] : INFO : Epoch 1706 | loss: 0.0311206 | val_loss: 0.0311433 | Time: 1186.22 ms [2022-04-18 19:16:08 main:574] : INFO : Epoch 1707 | loss: 0.0311227 | val_loss: 0.0311393 | Time: 1173.8 ms [2022-04-18 19:16:09 main:574] : INFO : Epoch 1708 | loss: 0.0311204 | val_loss: 0.0311383 | Time: 1175.01 ms [2022-04-18 19:16:11 main:574] : INFO : Epoch 1709 | loss: 0.0311219 | val_loss: 0.0311449 | Time: 1173.49 ms [2022-04-18 19:16:12 main:574] : INFO : Epoch 1710 | loss: 0.0311253 | val_loss: 0.0311442 | Time: 1185.64 ms [2022-04-18 19:16:13 main:574] : INFO : Epoch 1711 | loss: 0.031125 | val_loss: 0.0311459 | Time: 1172.74 ms [2022-04-18 19:16:15 main:574] : INFO : Epoch 1712 | loss: 0.0311248 | val_loss: 0.0311437 | Time: 1177.85 ms [2022-04-18 19:16:16 main:574] : INFO : Epoch 1713 | loss: 0.0311237 | val_loss: 0.0311444 | Time: 1193.54 ms [2022-04-18 19:16:17 main:574] : INFO : Epoch 1714 | loss: 0.0311247 | val_loss: 0.0311434 | Time: 1176.62 ms [2022-04-18 19:16:18 main:574] : INFO : Epoch 1715 | loss: 0.0311262 | val_loss: 0.031143 | Time: 1183.7 ms [2022-04-18 19:16:20 main:574] : INFO : Epoch 1716 | loss: 0.0311336 | val_loss: 0.0311443 | Time: 1185.31 ms [2022-04-18 19:16:21 main:574] : INFO : Epoch 1717 | loss: 0.0311332 | val_loss: 0.0311446 | Time: 1171.32 ms [2022-04-18 19:16:22 main:574] : INFO : Epoch 1718 | loss: 0.0311329 | val_loss: 0.0311434 | Time: 1177.29 ms [2022-04-18 19:16:23 main:574] : INFO : Epoch 1719 | loss: 0.0311315 | val_loss: 0.0311446 | Time: 1183.04 ms [2022-04-18 19:16:25 main:574] : INFO : Epoch 1720 | loss: 0.0311299 | val_loss: 0.0311426 | Time: 1174.46 ms [2022-04-18 19:16:26 main:574] : INFO : Epoch 1721 | loss: 0.0311307 | val_loss: 0.0311532 | Time: 1178.3 ms [2022-04-18 19:16:27 main:574] : INFO : Epoch 1722 | loss: 0.0311318 | val_loss: 0.0311448 | Time: 1178.33 ms [2022-04-18 19:16:29 main:574] : INFO : Epoch 1723 | loss: 0.0311277 | val_loss: 0.0311412 | Time: 1180.29 ms [2022-04-18 19:16:30 main:574] : INFO : Epoch 1724 | loss: 0.0311249 | val_loss: 0.0311425 | Time: 1183.09 ms [2022-04-18 19:16:31 main:574] : INFO : Epoch 1725 | loss: 0.0311256 | val_loss: 0.031146 | Time: 1177.93 ms [2022-04-18 19:16:32 main:574] : INFO : Epoch 1726 | loss: 0.0311236 | val_loss: 0.0311402 | Time: 1187.59 ms [2022-04-18 19:16:34 main:574] : INFO : Epoch 1727 | loss: 0.0311231 | val_loss: 0.0311406 | Time: 1172.35 ms [2022-04-18 19:16:35 main:574] : INFO : Epoch 1728 | loss: 0.0311262 | val_loss: 0.0311428 | Time: 1179.41 ms [2022-04-18 19:16:36 main:574] : INFO : Epoch 1729 | loss: 0.0311295 | val_loss: 0.0311447 | Time: 1174.66 ms [2022-04-18 19:16:37 main:574] : INFO : Epoch 1730 | loss: 0.0311335 | val_loss: 0.0311577 | Time: 1180.65 ms [2022-04-18 19:16:38 main:574] : INFO : Epoch 1731 | loss: 0.0311363 | val_loss: 0.0311488 | Time: 1185.22 ms [2022-04-18 19:16:40 main:574] : INFO : Epoch 1732 | loss: 0.0311316 | val_loss: 0.0311487 | Time: 1180.49 ms [2022-04-18 19:16:41 main:574] : INFO : Epoch 1733 | loss: 0.0311331 | val_loss: 0.0311503 | Time: 1191.16 ms [2022-04-18 19:16:42 main:574] : INFO : Epoch 1734 | loss: 0.0311349 | val_loss: 0.0311509 | Time: 1183.29 ms [2022-04-18 19:16:44 main:574] : INFO : Epoch 1735 | loss: 0.0311332 | val_loss: 0.031149 | Time: 1178.34 ms [2022-04-18 19:16:45 main:574] : INFO : Epoch 1736 | loss: 0.0311308 | val_loss: 0.0311485 | Time: 1172.74 ms [2022-04-18 19:16:46 main:574] : INFO : Epoch 1737 | loss: 0.0311299 | val_loss: 0.0311504 | Time: 1188.78 ms [2022-04-18 19:16:47 main:574] : INFO : Epoch 1738 | loss: 0.0311295 | val_loss: 0.0311438 | Time: 1187.03 ms [2022-04-18 19:16:49 main:574] : INFO : Epoch 1739 | loss: 0.0311279 | val_loss: 0.0311446 | Time: 1169.53 ms [2022-04-18 19:16:50 main:574] : INFO : Epoch 1740 | loss: 0.031129 | val_loss: 0.0311459 | Time: 1182.86 ms [2022-04-18 19:16:51 main:574] : INFO : Epoch 1741 | loss: 0.0311303 | val_loss: 0.0311457 | Time: 1184.82 ms [2022-04-18 19:16:53 main:574] : INFO : Epoch 1742 | loss: 0.0311263 | val_loss: 0.0311426 | Time: 1185.64 ms [2022-04-18 19:16:54 main:574] : INFO : Epoch 1743 | loss: 0.0311252 | val_loss: 0.0311461 | Time: 1170.46 ms [2022-04-18 19:16:55 main:574] : INFO : Epoch 1744 | loss: 0.0311238 | val_loss: 0.031144 | Time: 1177.61 ms [2022-04-18 19:16:56 main:574] : INFO : Epoch 1745 | loss: 0.0311249 | val_loss: 0.0311473 | Time: 1190.77 ms [2022-04-18 19:16:58 main:574] : INFO : Epoch 1746 | loss: 0.0311275 | val_loss: 0.0311464 | Time: 1184.94 ms [2022-04-18 19:16:59 main:574] : INFO : Epoch 1747 | loss: 0.031129 | val_loss: 0.0311544 | Time: 1178.94 ms [2022-04-18 19:17:00 main:574] : INFO : Epoch 1748 | loss: 0.0311279 | val_loss: 0.0311492 | Time: 1173.49 ms [2022-04-18 19:17:01 main:574] : INFO : Epoch 1749 | loss: 0.031127 | val_loss: 0.0311467 | Time: 1172.63 ms [2022-04-18 19:17:03 main:574] : INFO : Epoch 1750 | loss: 0.0311299 | val_loss: 0.0311455 | Time: 1172.4 ms [2022-04-18 19:17:04 main:574] : INFO : Epoch 1751 | loss: 0.0311269 | val_loss: 0.0311411 | Time: 1186.47 ms [2022-04-18 19:17:05 main:574] : INFO : Epoch 1752 | loss: 0.0311256 | val_loss: 0.0311429 | Time: 1189.27 ms [2022-04-18 19:17:07 main:574] : INFO : Epoch 1753 | loss: 0.0311294 | val_loss: 0.0311472 | Time: 1183 ms [2022-04-18 19:17:08 main:574] : INFO : Epoch 1754 | loss: 0.0311342 | val_loss: 0.0311442 | Time: 1181.54 ms [2022-04-18 19:17:09 main:574] : INFO : Epoch 1755 | loss: 0.0311339 | val_loss: 0.0311413 | Time: 1176.05 ms [2022-04-18 19:17:10 main:574] : INFO : Epoch 1756 | loss: 0.0311321 | val_loss: 0.0311407 | Time: 1182.95 ms [2022-04-18 19:17:12 main:574] : INFO : Epoch 1757 | loss: 0.0311303 | val_loss: 0.031142 | Time: 1185.59 ms [2022-04-18 19:17:13 main:574] : INFO : Epoch 1758 | loss: 0.0311342 | val_loss: 0.0311542 | Time: 1181.19 ms [2022-04-18 19:17:14 main:574] : INFO : Epoch 1759 | loss: 0.0311338 | val_loss: 0.0311466 | Time: 1180.78 ms [2022-04-18 19:17:15 main:574] : INFO : Epoch 1760 | loss: 0.03114 | val_loss: 0.0311559 | Time: 1187.17 ms [2022-04-18 19:17:17 main:574] : INFO : Epoch 1761 | loss: 0.0311536 | val_loss: 0.0311604 | Time: 1173.96 ms [2022-04-18 19:17:18 main:574] : INFO : Epoch 1762 | loss: 0.0311543 | val_loss: 0.0311667 | Time: 1183.35 ms [2022-04-18 19:17:19 main:574] : INFO : Epoch 1763 | loss: 0.031165 | val_loss: 0.0311696 | Time: 1176.05 ms [2022-04-18 19:17:21 main:574] : INFO : Epoch 1764 | loss: 0.0311668 | val_loss: 0.0311669 | Time: 1180.75 ms [2022-04-18 19:17:22 main:574] : INFO : Epoch 1765 | loss: 0.0311634 | val_loss: 0.0311672 | Time: 1175.58 ms [2022-04-18 19:17:23 main:574] : INFO : Epoch 1766 | loss: 0.0311639 | val_loss: 0.031167 | Time: 1180.6 ms [2022-04-18 19:17:24 main:574] : INFO : Epoch 1767 | loss: 0.0311621 | val_loss: 0.0311655 | Time: 1184.02 ms [2022-04-18 19:17:26 main:574] : INFO : Epoch 1768 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 1184.36 ms [2022-04-18 19:17:27 main:574] : INFO : Epoch 1769 | loss: 0.0311601 | val_loss: 0.0311617 | Time: 1180.33 ms [2022-04-18 19:17:28 main:574] : INFO : Epoch 1770 | loss: 0.0311572 | val_loss: 0.0311588 | Time: 1173.76 ms [2022-04-18 19:17:30 main:574] : INFO : Epoch 1771 | loss: 0.0311573 | val_loss: 0.0311608 | Time: 1174.4 ms [2022-04-18 19:17:31 main:574] : INFO : Epoch 1772 | loss: 0.0311536 | val_loss: 0.0311593 | Time: 1181.37 ms [2022-04-18 19:17:32 main:574] : INFO : Epoch 1773 | loss: 0.0311611 | val_loss: 0.0311723 | Time: 1184.12 ms [2022-04-18 19:17:33 main:574] : INFO : Epoch 1774 | loss: 0.0311789 | val_loss: 0.0311757 | Time: 1182.87 ms [2022-04-18 19:17:35 main:574] : INFO : Epoch 1775 | loss: 0.0311807 | val_loss: 0.0311735 | Time: 1177.27 ms [2022-04-18 19:17:36 main:574] : INFO : Epoch 1776 | loss: 0.0311774 | val_loss: 0.0311726 | Time: 1203.88 ms [2022-04-18 19:17:37 main:574] : INFO : Epoch 1777 | loss: 0.0311774 | val_loss: 0.0311742 | Time: 1193.07 ms [2022-04-18 19:17:38 main:574] : INFO : Epoch 1778 | loss: 0.0311799 | val_loss: 0.0311769 | Time: 1180.5 ms [2022-04-18 19:17:40 main:574] : INFO : Epoch 1779 | loss: 0.0311807 | val_loss: 0.0311762 | Time: 1184.95 ms [2022-04-18 19:17:41 main:574] : INFO : Epoch 1780 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 1187.03 ms [2022-04-18 19:17:42 main:574] : INFO : Epoch 1781 | loss: 0.0311853 | val_loss: 0.0311804 | Time: 1173.29 ms [2022-04-18 19:17:43 main:574] : INFO : Epoch 1782 | loss: 0.0311836 | val_loss: 0.0311815 | Time: 1182.83 ms [2022-04-18 19:17:45 main:574] : INFO : Epoch 1783 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1213.01 ms [2022-04-18 19:17:46 main:574] : INFO : Epoch 1784 | loss: 0.0311813 | val_loss: 0.0311839 | Time: 1190.59 ms [2022-04-18 19:17:47 main:574] : INFO : Epoch 1785 | loss: 0.0311861 | val_loss: 0.0311872 | Time: 1177.72 ms [2022-04-18 19:17:49 main:574] : INFO : Epoch 1786 | loss: 0.0311873 | val_loss: 0.0311848 | Time: 1178.04 ms [2022-04-18 19:17:50 main:574] : INFO : Epoch 1787 | loss: 0.0311845 | val_loss: 0.0311828 | Time: 1173.58 ms [2022-04-18 19:17:51 main:574] : INFO : Epoch 1788 | loss: 0.0311836 | val_loss: 0.0311815 | Time: 1185.25 ms [2022-04-18 19:17:52 main:574] : INFO : Epoch 1789 | loss: 0.031181 | val_loss: 0.0311817 | Time: 1172.62 ms [2022-04-18 19:17:54 main:574] : INFO : Epoch 1790 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 1180.8 ms [2022-04-18 19:17:55 main:574] : INFO : Epoch 1791 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 1175.36 ms [2022-04-18 19:17:56 main:574] : INFO : Epoch 1792 | loss: 0.0311778 | val_loss: 0.0311765 | Time: 1180.56 ms [2022-04-18 19:17:57 main:574] : INFO : Epoch 1793 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 1176.85 ms [2022-04-18 19:17:59 main:574] : INFO : Epoch 1794 | loss: 0.0311757 | val_loss: 0.031176 | Time: 1196.99 ms [2022-04-18 19:18:00 main:574] : INFO : Epoch 1795 | loss: 0.0311757 | val_loss: 0.0311757 | Time: 1181.02 ms [2022-04-18 19:18:01 main:574] : INFO : Epoch 1796 | loss: 0.0311754 | val_loss: 0.0311742 | Time: 1182.8 ms [2022-04-18 19:18:02 main:574] : INFO : Epoch 1797 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 1189.49 ms [2022-04-18 19:18:04 main:574] : INFO : Epoch 1798 | loss: 0.0311802 | val_loss: 0.0311791 | Time: 1180.4 ms [2022-04-18 19:18:05 main:574] : INFO : Epoch 1799 | loss: 0.0311774 | val_loss: 0.0311758 | Time: 1174 ms [2022-04-18 19:18:06 main:574] : INFO : Epoch 1800 | loss: 0.0311759 | val_loss: 0.0311748 | Time: 1180.62 ms [2022-04-18 19:18:08 main:574] : INFO : Epoch 1801 | loss: 0.0311755 | val_loss: 0.0311763 | Time: 1181.32 ms [2022-04-18 19:18:09 main:574] : INFO : Epoch 1802 | loss: 0.031175 | val_loss: 0.0311724 | Time: 1178.64 ms [2022-04-18 19:18:10 main:574] : INFO : Epoch 1803 | loss: 0.0311743 | val_loss: 0.0311729 | Time: 1172.47 ms [2022-04-18 19:18:11 main:574] : INFO : Epoch 1804 | loss: 0.0311739 | val_loss: 0.0311716 | Time: 1183.11 ms [2022-04-18 19:18:13 main:574] : INFO : Epoch 1805 | loss: 0.0311758 | val_loss: 0.0311752 | Time: 1190.53 ms [2022-04-18 19:18:14 main:574] : INFO : Epoch 1806 | loss: 0.0311741 | val_loss: 0.0311737 | Time: 1182.3 ms [2022-04-18 19:18:15 main:574] : INFO : Epoch 1807 | loss: 0.0311731 | val_loss: 0.0311734 | Time: 1173.35 ms [2022-04-18 19:18:16 main:574] : INFO : Epoch 1808 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 1173.09 ms [2022-04-18 19:18:18 main:574] : INFO : Epoch 1809 | loss: 0.0311788 | val_loss: 0.0311735 | Time: 1180.2 ms [2022-04-18 19:18:19 main:574] : INFO : Epoch 1810 | loss: 0.0311776 | val_loss: 0.0311726 | Time: 1188.8 ms [2022-04-18 19:18:20 main:574] : INFO : Epoch 1811 | loss: 0.0311746 | val_loss: 0.0311704 | Time: 1177.23 ms [2022-04-18 19:18:22 main:574] : INFO : Epoch 1812 | loss: 0.031176 | val_loss: 0.0311726 | Time: 1191.43 ms [2022-04-18 19:18:23 main:574] : INFO : Epoch 1813 | loss: 0.0311752 | val_loss: 0.0311728 | Time: 1179.35 ms [2022-04-18 19:18:24 main:574] : INFO : Epoch 1814 | loss: 0.0311748 | val_loss: 0.0311714 | Time: 1187.23 ms [2022-04-18 19:18:25 main:574] : INFO : Epoch 1815 | loss: 0.0311735 | val_loss: 0.0311727 | Time: 1179.27 ms [2022-04-18 19:18:27 main:574] : INFO : Epoch 1816 | loss: 0.0311724 | val_loss: 0.0311706 | Time: 1178.91 ms [2022-04-18 19:18:28 main:574] : INFO : Epoch 1817 | loss: 0.0311716 | val_loss: 0.0311726 | Time: 1181.43 ms [2022-04-18 19:18:29 main:574] : INFO : Epoch 1818 | loss: 0.031172 | val_loss: 0.0311705 | Time: 1187.58 ms [2022-04-18 19:18:30 main:574] : INFO : Epoch 1819 | loss: 0.0311708 | val_loss: 0.0311723 | Time: 1147.06 ms [2022-04-18 19:18:32 main:574] : INFO : Epoch 1820 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 1156.39 ms [2022-04-18 19:18:33 main:574] : INFO : Epoch 1821 | loss: 0.0311824 | val_loss: 0.0311794 | Time: 1155.63 ms [2022-04-18 19:18:34 main:574] : INFO : Epoch 1822 | loss: 0.0311825 | val_loss: 0.031179 | Time: 1155.98 ms [2022-04-18 19:18:35 main:574] : INFO : Epoch 1823 | loss: 0.0311812 | val_loss: 0.0311765 | Time: 1151.93 ms [2022-04-18 19:18:37 main:574] : INFO : Epoch 1824 | loss: 0.0311798 | val_loss: 0.031175 | Time: 1157.71 ms [2022-04-18 19:18:38 main:574] : INFO : Epoch 1825 | loss: 0.0311788 | val_loss: 0.0311771 | Time: 1154.45 ms [2022-04-18 19:18:39 main:574] : INFO : Epoch 1826 | loss: 0.0311796 | val_loss: 0.0311758 | Time: 1150.49 ms [2022-04-18 19:18:40 main:574] : INFO : Epoch 1827 | loss: 0.0311801 | val_loss: 0.0311782 | Time: 1158.85 ms [2022-04-18 19:18:42 main:574] : INFO : Epoch 1828 | loss: 0.0311792 | val_loss: 0.0311761 | Time: 1150.33 ms [2022-04-18 19:18:43 main:574] : INFO : Epoch 1829 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 1148.73 ms [2022-04-18 19:18:44 main:574] : INFO : Epoch 1830 | loss: 0.0311793 | val_loss: 0.031176 | Time: 1152 ms [2022-04-18 19:18:45 main:574] : INFO : Epoch 1831 | loss: 0.0311778 | val_loss: 0.0311746 | Time: 1147.28 ms [2022-04-18 19:18:47 main:574] : INFO : Epoch 1832 | loss: 0.0311769 | val_loss: 0.0311729 | Time: 1150.95 ms [2022-04-18 19:18:48 main:574] : INFO : Epoch 1833 | loss: 0.031176 | val_loss: 0.0311721 | Time: 1147.77 ms [2022-04-18 19:18:49 main:574] : INFO : Epoch 1834 | loss: 0.0311776 | val_loss: 0.0311756 | Time: 1146.83 ms [2022-04-18 19:18:50 main:574] : INFO : Epoch 1835 | loss: 0.0311782 | val_loss: 0.0311713 | Time: 1147.28 ms [2022-04-18 19:18:52 main:574] : INFO : Epoch 1836 | loss: 0.0311767 | val_loss: 0.0311758 | Time: 1147.24 ms [2022-04-18 19:18:53 main:574] : INFO : Epoch 1837 | loss: 0.0311774 | val_loss: 0.0311728 | Time: 1147.81 ms [2022-04-18 19:18:54 main:574] : INFO : Epoch 1838 | loss: 0.0311762 | val_loss: 0.0311746 | Time: 1142.98 ms [2022-04-18 19:18:55 main:574] : INFO : Epoch 1839 | loss: 0.0311788 | val_loss: 0.0311731 | Time: 1145.64 ms [2022-04-18 19:18:56 main:574] : INFO : Epoch 1840 | loss: 0.0311777 | val_loss: 0.031174 | Time: 1153.83 ms [2022-04-18 19:18:58 main:574] : INFO : Epoch 1841 | loss: 0.0311788 | val_loss: 0.0311725 | Time: 1150.99 ms [2022-04-18 19:18:59 main:574] : INFO : Epoch 1842 | loss: 0.0311777 | val_loss: 0.031174 | Time: 1151.86 ms [2022-04-18 19:19:00 main:574] : INFO : Epoch 1843 | loss: 0.0311767 | val_loss: 0.0311712 | Time: 1149.14 ms [2022-04-18 19:19:01 main:574] : INFO : Epoch 1844 | loss: 0.0311782 | val_loss: 0.0311724 | Time: 1155.89 ms [2022-04-18 19:19:03 main:574] : INFO : Epoch 1845 | loss: 0.0311765 | val_loss: 0.0311746 | Time: 1152.34 ms [2022-04-18 19:19:04 main:574] : INFO : Epoch 1846 | loss: 0.0311782 | val_loss: 0.0311769 | Time: 1148.85 ms [2022-04-18 19:19:05 main:574] : INFO : Epoch 1847 | loss: 0.031177 | val_loss: 0.0311747 | Time: 1147.37 ms [2022-04-18 19:19:06 main:574] : INFO : Epoch 1848 | loss: 0.0311765 | val_loss: 0.0311737 | Time: 1158.95 ms [2022-04-18 19:19:08 main:574] : INFO : Epoch 1849 | loss: 0.031175 | val_loss: 0.0311736 | Time: 1153.74 ms [2022-04-18 19:19:09 main:574] : INFO : Epoch 1850 | loss: 0.0311752 | val_loss: 0.0311751 | Time: 1147.81 ms [2022-04-18 19:19:10 main:574] : INFO : Epoch 1851 | loss: 0.0311743 | val_loss: 0.0311726 | Time: 1152.93 ms [2022-04-18 19:19:11 main:574] : INFO : Epoch 1852 | loss: 0.0311727 | val_loss: 0.0311726 | Time: 1150.35 ms [2022-04-18 19:19:13 main:574] : INFO : Epoch 1853 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 1142.83 ms [2022-04-18 19:19:14 main:574] : INFO : Epoch 1854 | loss: 0.0311717 | val_loss: 0.0311716 | Time: 1153.98 ms [2022-04-18 19:19:15 main:574] : INFO : Epoch 1855 | loss: 0.0311716 | val_loss: 0.0311718 | Time: 1149.02 ms [2022-04-18 19:19:16 main:574] : INFO : Epoch 1856 | loss: 0.031171 | val_loss: 0.0311717 | Time: 1151.19 ms [2022-04-18 19:19:17 main:574] : INFO : Epoch 1857 | loss: 0.0311723 | val_loss: 0.031178 | Time: 1152.89 ms [2022-04-18 19:19:19 main:574] : INFO : Epoch 1858 | loss: 0.031176 | val_loss: 0.0311719 | Time: 1152.89 ms [2022-04-18 19:19:20 main:574] : INFO : Epoch 1859 | loss: 0.0311741 | val_loss: 0.0311692 | Time: 1151.34 ms [2022-04-18 19:19:21 main:574] : INFO : Epoch 1860 | loss: 0.0311736 | val_loss: 0.0311689 | Time: 1143.95 ms [2022-04-18 19:19:22 main:574] : INFO : Epoch 1861 | loss: 0.0311734 | val_loss: 0.0311698 | Time: 1149.16 ms [2022-04-18 19:19:24 main:574] : INFO : Epoch 1862 | loss: 0.0311741 | val_loss: 0.0311699 | Time: 1152.98 ms [2022-04-18 19:19:25 main:574] : INFO : Epoch 1863 | loss: 0.0311726 | val_loss: 0.0311682 | Time: 1148.54 ms [2022-04-18 19:19:26 main:574] : INFO : Epoch 1864 | loss: 0.0311717 | val_loss: 0.0311703 | Time: 1151.89 ms [2022-04-18 19:19:27 main:574] : INFO : Epoch 1865 | loss: 0.0311722 | val_loss: 0.0311698 | Time: 1148.69 ms [2022-04-18 19:19:29 main:574] : INFO : Epoch 1866 | loss: 0.0311716 | val_loss: 0.0311688 | Time: 1143.14 ms [2022-04-18 19:19:30 main:574] : INFO : Epoch 1867 | loss: 0.0311712 | val_loss: 0.0311682 | Time: 1147.65 ms [2022-04-18 19:19:31 main:574] : INFO : Epoch 1868 | loss: 0.0311709 | val_loss: 0.0311682 | Time: 1153.53 ms [2022-04-18 19:19:32 main:574] : INFO : Epoch 1869 | loss: 0.0311703 | val_loss: 0.0311678 | Time: 1146.35 ms [2022-04-18 19:19:33 main:574] : INFO : Epoch 1870 | loss: 0.0311714 | val_loss: 0.0311692 | Time: 1144.61 ms [2022-04-18 19:19:35 main:574] : INFO : Epoch 1871 | loss: 0.0311708 | val_loss: 0.0311672 | Time: 1148.25 ms [2022-04-18 19:19:36 main:574] : INFO : Epoch 1872 | loss: 0.0311696 | val_loss: 0.0311675 | Time: 1155.42 ms [2022-04-18 19:19:37 main:574] : INFO : Epoch 1873 | loss: 0.0311721 | val_loss: 0.0311729 | Time: 1153.03 ms [2022-04-18 19:19:38 main:574] : INFO : Epoch 1874 | loss: 0.0311703 | val_loss: 0.0311661 | Time: 1150.09 ms [2022-04-18 19:19:40 main:574] : INFO : Epoch 1875 | loss: 0.0311684 | val_loss: 0.0311698 | Time: 1159.77 ms [2022-04-18 19:19:41 main:574] : INFO : Epoch 1876 | loss: 0.0311683 | val_loss: 0.0311673 | Time: 1157.47 ms [2022-04-18 19:19:42 main:574] : INFO : Epoch 1877 | loss: 0.0311683 | val_loss: 0.0311694 | Time: 1154.71 ms [2022-04-18 19:19:43 main:574] : INFO : Epoch 1878 | loss: 0.0311679 | val_loss: 0.0311706 | Time: 1151.78 ms [2022-04-18 19:19:45 main:574] : INFO : Epoch 1879 | loss: 0.0311694 | val_loss: 0.0311717 | Time: 1150.94 ms [2022-04-18 19:19:46 main:574] : INFO : Epoch 1880 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 1152.11 ms [2022-04-18 19:19:47 main:574] : INFO : Epoch 1881 | loss: 0.031175 | val_loss: 0.031171 | Time: 1147 ms [2022-04-18 19:19:48 main:574] : INFO : Epoch 1882 | loss: 0.031175 | val_loss: 0.0311697 | Time: 1146.4 ms [2022-04-18 19:19:50 main:574] : INFO : Epoch 1883 | loss: 0.0311713 | val_loss: 0.0311694 | Time: 1146.72 ms [2022-04-18 19:19:51 main:574] : INFO : Epoch 1884 | loss: 0.0311695 | val_loss: 0.0311674 | Time: 1155.25 ms [2022-04-18 19:19:52 main:574] : INFO : Epoch 1885 | loss: 0.0311671 | val_loss: 0.0311672 | Time: 1152.08 ms [2022-04-18 19:19:53 main:574] : INFO : Epoch 1886 | loss: 0.0311675 | val_loss: 0.031172 | Time: 1157.07 ms [2022-04-18 19:19:55 main:574] : INFO : Epoch 1887 | loss: 0.0311667 | val_loss: 0.0311675 | Time: 1151.31 ms [2022-04-18 19:19:56 main:574] : INFO : Epoch 1888 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 1148.33 ms [2022-04-18 19:19:57 main:574] : INFO : Epoch 1889 | loss: 0.0311742 | val_loss: 0.0311765 | Time: 1152.61 ms [2022-04-18 19:19:58 main:574] : INFO : Epoch 1890 | loss: 0.0311741 | val_loss: 0.0311713 | Time: 1155.25 ms [2022-04-18 19:20:00 main:574] : INFO : Epoch 1891 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 1150.29 ms [2022-04-18 19:20:01 main:574] : INFO : Epoch 1892 | loss: 0.0311746 | val_loss: 0.0311706 | Time: 1157.29 ms [2022-04-18 19:20:02 main:574] : INFO : Epoch 1893 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 1150.92 ms [2022-04-18 19:20:03 main:574] : INFO : Epoch 1894 | loss: 0.0311751 | val_loss: 0.0311786 | Time: 1157.17 ms [2022-04-18 19:20:04 main:574] : INFO : Epoch 1895 | loss: 0.0311751 | val_loss: 0.0311728 | Time: 1145.33 ms [2022-04-18 19:20:06 main:574] : INFO : Epoch 1896 | loss: 0.0311732 | val_loss: 0.0311691 | Time: 1152.02 ms [2022-04-18 19:20:07 main:574] : INFO : Epoch 1897 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 1152.23 ms [2022-04-18 19:20:08 main:574] : INFO : Epoch 1898 | loss: 0.0311704 | val_loss: 0.0311716 | Time: 1151.02 ms [2022-04-18 19:20:09 main:574] : INFO : Epoch 1899 | loss: 0.03117 | val_loss: 0.0311702 | Time: 1149.56 ms [2022-04-18 19:20:11 main:574] : INFO : Epoch 1900 | loss: 0.0311701 | val_loss: 0.0311685 | Time: 1154.37 ms [2022-04-18 19:20:12 main:574] : INFO : Epoch 1901 | loss: 0.031168 | val_loss: 0.0311679 | Time: 1146.11 ms [2022-04-18 19:20:13 main:574] : INFO : Epoch 1902 | loss: 0.0311674 | val_loss: 0.0311661 | Time: 1150.86 ms [2022-04-18 19:20:14 main:574] : INFO : Epoch 1903 | loss: 0.0311682 | val_loss: 0.0311708 | Time: 1146.84 ms [2022-04-18 19:20:16 main:574] : INFO : Epoch 1904 | loss: 0.0311734 | val_loss: 0.0311706 | Time: 1147.7 ms [2022-04-18 19:20:17 main:574] : INFO : Epoch 1905 | loss: 0.0311729 | val_loss: 0.03117 | Time: 1151.44 ms [2022-04-18 19:20:18 main:574] : INFO : Epoch 1906 | loss: 0.031171 | val_loss: 0.0311691 | Time: 1151.91 ms [2022-04-18 19:20:19 main:574] : INFO : Epoch 1907 | loss: 0.0311712 | val_loss: 0.0311701 | Time: 1143.21 ms [2022-04-18 19:20:21 main:574] : INFO : Epoch 1908 | loss: 0.031171 | val_loss: 0.0311697 | Time: 1146.96 ms [2022-04-18 19:20:22 main:574] : INFO : Epoch 1909 | loss: 0.0311701 | val_loss: 0.0311697 | Time: 1151.8 ms [2022-04-18 19:20:23 main:574] : INFO : Epoch 1910 | loss: 0.0311696 | val_loss: 0.0311681 | Time: 1150.54 ms [2022-04-18 19:20:24 main:574] : INFO : Epoch 1911 | loss: 0.0311688 | val_loss: 0.0311666 | Time: 1146.81 ms [2022-04-18 19:20:26 main:574] : INFO : Epoch 1912 | loss: 0.0311681 | val_loss: 0.0311671 | Time: 1158.82 ms [2022-04-18 19:20:27 main:574] : INFO : Epoch 1913 | loss: 0.0311685 | val_loss: 0.0311668 | Time: 1151.83 ms [2022-04-18 19:20:28 main:574] : INFO : Epoch 1914 | loss: 0.0311708 | val_loss: 0.031169 | Time: 1150.27 ms [2022-04-18 19:20:29 main:574] : INFO : Epoch 1915 | loss: 0.0311724 | val_loss: 0.031169 | Time: 1153.55 ms [2022-04-18 19:20:31 main:574] : INFO : Epoch 1916 | loss: 0.0311737 | val_loss: 0.031168 | Time: 1148.54 ms [2022-04-18 19:20:32 main:574] : INFO : Epoch 1917 | loss: 0.03117 | val_loss: 0.0311679 | Time: 1146.8 ms [2022-04-18 19:20:33 main:574] : INFO : Epoch 1918 | loss: 0.0311696 | val_loss: 0.0311666 | Time: 1150.6 ms [2022-04-18 19:20:34 main:574] : INFO : Epoch 1919 | loss: 0.0311687 | val_loss: 0.0311674 | Time: 1149.85 ms [2022-04-18 19:20:35 main:574] : INFO : Epoch 1920 | loss: 0.0311726 | val_loss: 0.0311694 | Time: 1148.64 ms [2022-04-18 19:20:37 main:574] : INFO : Epoch 1921 | loss: 0.031176 | val_loss: 0.0311747 | Time: 1145.82 ms [2022-04-18 19:20:38 main:574] : INFO : Epoch 1922 | loss: 0.0311772 | val_loss: 0.0311781 | Time: 1147.4 ms [2022-04-18 19:20:39 main:574] : INFO : Epoch 1923 | loss: 0.0311789 | val_loss: 0.031178 | Time: 1150.76 ms [2022-04-18 19:20:40 main:574] : INFO : Epoch 1924 | loss: 0.0311809 | val_loss: 0.0311783 | Time: 1158.89 ms [2022-04-18 19:20:42 main:574] : INFO : Epoch 1925 | loss: 0.0311896 | val_loss: 0.031189 | Time: 1145.75 ms [2022-04-18 19:20:43 main:574] : INFO : Epoch 1926 | loss: 0.0311924 | val_loss: 0.0311889 | Time: 1149.25 ms [2022-04-18 19:20:44 main:574] : INFO : Epoch 1927 | loss: 0.0311898 | val_loss: 0.0311877 | Time: 1146.71 ms [2022-04-18 19:20:45 main:574] : INFO : Epoch 1928 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 1146.78 ms [2022-04-18 19:20:46 main:574] : INFO : Epoch 1929 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 1147.48 ms [2022-04-18 19:20:48 main:574] : INFO : Epoch 1930 | loss: 0.0311855 | val_loss: 0.0311816 | Time: 1153.21 ms [2022-04-18 19:20:49 main:574] : INFO : Epoch 1931 | loss: 0.0311838 | val_loss: 0.0311819 | Time: 1152.81 ms [2022-04-18 19:20:50 main:574] : INFO : Epoch 1932 | loss: 0.0311841 | val_loss: 0.0311813 | Time: 1160.26 ms [2022-04-18 19:20:51 main:574] : INFO : Epoch 1933 | loss: 0.0311823 | val_loss: 0.0311801 | Time: 1155.14 ms [2022-04-18 19:20:53 main:574] : INFO : Epoch 1934 | loss: 0.0311825 | val_loss: 0.0311786 | Time: 1155.2 ms [2022-04-18 19:20:54 main:574] : INFO : Epoch 1935 | loss: 0.0311857 | val_loss: 0.0311817 | Time: 1150.91 ms [2022-04-18 19:20:55 main:574] : INFO : Epoch 1936 | loss: 0.0311881 | val_loss: 0.0311909 | Time: 1152.19 ms [2022-04-18 19:20:56 main:574] : INFO : Epoch 1937 | loss: 0.0311864 | val_loss: 0.0311811 | Time: 1157.26 ms [2022-04-18 19:20:58 main:574] : INFO : Epoch 1938 | loss: 0.0311848 | val_loss: 0.0311808 | Time: 1151.37 ms [2022-04-18 19:20:59 main:574] : INFO : Epoch 1939 | loss: 0.0311829 | val_loss: 0.0311801 | Time: 1149.44 ms [2022-04-18 19:21:00 main:574] : INFO : Epoch 1940 | loss: 0.0311833 | val_loss: 0.0311793 | Time: 1158.81 ms [2022-04-18 19:21:01 main:574] : INFO : Epoch 1941 | loss: 0.0311825 | val_loss: 0.0311795 | Time: 1149.43 ms [2022-04-18 19:21:03 main:574] : INFO : Epoch 1942 | loss: 0.0311817 | val_loss: 0.0311775 | Time: 1148.92 ms [2022-04-18 19:21:04 main:574] : INFO : Epoch 1943 | loss: 0.0311824 | val_loss: 0.0311808 | Time: 1146.75 ms [2022-04-18 19:21:05 main:574] : INFO : Epoch 1944 | loss: 0.0311828 | val_loss: 0.0311766 | Time: 1150.68 ms [2022-04-18 19:21:06 main:574] : INFO : Epoch 1945 | loss: 0.0311819 | val_loss: 0.0311772 | Time: 1151.94 ms [2022-04-18 19:21:08 main:574] : INFO : Epoch 1946 | loss: 0.0311812 | val_loss: 0.031184 | Time: 1156.17 ms [2022-04-18 19:21:09 main:574] : INFO : Epoch 1947 | loss: 0.0311804 | val_loss: 0.0311763 | Time: 1152.68 ms [2022-04-18 19:21:10 main:574] : INFO : Epoch 1948 | loss: 0.0311789 | val_loss: 0.0311752 | Time: 1146.2 ms [2022-04-18 19:21:11 main:574] : INFO : Epoch 1949 | loss: 0.0311788 | val_loss: 0.0311769 | Time: 1153 ms [2022-04-18 19:21:13 main:574] : INFO : Epoch 1950 | loss: 0.0311789 | val_loss: 0.0311778 | Time: 1148.11 ms [2022-04-18 19:21:14 main:574] : INFO : Epoch 1951 | loss: 0.0311788 | val_loss: 0.0311767 | Time: 1150.59 ms [2022-04-18 19:21:15 main:574] : INFO : Epoch 1952 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 1154.87 ms [2022-04-18 19:21:16 main:574] : INFO : Epoch 1953 | loss: 0.0311793 | val_loss: 0.0311788 | Time: 1158.52 ms [2022-04-18 19:21:18 main:574] : INFO : Epoch 1954 | loss: 0.0311786 | val_loss: 0.0311763 | Time: 1148.12 ms [2022-04-18 19:21:19 main:574] : INFO : Epoch 1955 | loss: 0.0311779 | val_loss: 0.0311766 | Time: 1144.32 ms [2022-04-18 19:21:20 main:574] : INFO : Epoch 1956 | loss: 0.0311771 | val_loss: 0.0311755 | Time: 1143.21 ms [2022-04-18 19:21:21 main:574] : INFO : Epoch 1957 | loss: 0.0311799 | val_loss: 0.0311799 | Time: 1152.3 ms [2022-04-18 19:21:23 main:574] : INFO : Epoch 1958 | loss: 0.031178 | val_loss: 0.0311764 | Time: 1153.33 ms [2022-04-18 19:21:24 main:574] : INFO : Epoch 1959 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 1152.17 ms [2022-04-18 19:21:25 main:574] : INFO : Epoch 1960 | loss: 0.0311768 | val_loss: 0.0311764 | Time: 1149.66 ms [2022-04-18 19:21:26 main:574] : INFO : Epoch 1961 | loss: 0.0311767 | val_loss: 0.0311773 | Time: 1149.52 ms [2022-04-18 19:21:27 main:574] : INFO : Epoch 1962 | loss: 0.0311789 | val_loss: 0.0311789 | Time: 1153.02 ms [2022-04-18 19:21:29 main:574] : INFO : Epoch 1963 | loss: 0.0311823 | val_loss: 0.0311783 | Time: 1154.31 ms [2022-04-18 19:21:30 main:574] : INFO : Epoch 1964 | loss: 0.0311812 | val_loss: 0.031178 | Time: 1148.27 ms [2022-04-18 19:21:31 main:574] : INFO : Epoch 1965 | loss: 0.0311797 | val_loss: 0.0311775 | Time: 1145.96 ms [2022-04-18 19:21:32 main:574] : INFO : Epoch 1966 | loss: 0.0311798 | val_loss: 0.0311816 | Time: 1148.32 ms [2022-04-18 19:21:34 main:574] : INFO : Epoch 1967 | loss: 0.0311829 | val_loss: 0.0311837 | Time: 1152.58 ms [2022-04-18 19:21:35 main:574] : INFO : Epoch 1968 | loss: 0.0311849 | val_loss: 0.0311881 | Time: 1151.37 ms [2022-04-18 19:21:36 main:574] : INFO : Epoch 1969 | loss: 0.0311847 | val_loss: 0.0311781 | Time: 1152.52 ms [2022-04-18 19:21:37 main:574] : INFO : Epoch 1970 | loss: 0.0311843 | val_loss: 0.0311808 | Time: 1147.45 ms [2022-04-18 19:21:39 main:574] : INFO : Epoch 1971 | loss: 0.0311816 | val_loss: 0.0311776 | Time: 1148.9 ms [2022-04-18 19:21:40 main:574] : INFO : Epoch 1972 | loss: 0.0311797 | val_loss: 0.0311821 | Time: 1161.96 ms [2022-04-18 19:21:41 main:574] : INFO : Epoch 1973 | loss: 0.0311813 | val_loss: 0.0311767 | Time: 1156.89 ms [2022-04-18 19:21:42 main:574] : INFO : Epoch 1974 | loss: 0.0311782 | val_loss: 0.0311762 | Time: 1147.06 ms [2022-04-18 19:21:44 main:574] : INFO : Epoch 1975 | loss: 0.0311795 | val_loss: 0.0311761 | Time: 1148.69 ms [2022-04-18 19:21:45 main:574] : INFO : Epoch 1976 | loss: 0.0311802 | val_loss: 0.0311773 | Time: 1151.78 ms [2022-04-18 19:21:46 main:574] : INFO : Epoch 1977 | loss: 0.031179 | val_loss: 0.0311774 | Time: 1146.24 ms [2022-04-18 19:21:47 main:574] : INFO : Epoch 1978 | loss: 0.031179 | val_loss: 0.0311784 | Time: 1153.36 ms [2022-04-18 19:21:49 main:574] : INFO : Epoch 1979 | loss: 0.0311776 | val_loss: 0.0311776 | Time: 1148.79 ms [2022-04-18 19:21:50 main:574] : INFO : Epoch 1980 | loss: 0.0311765 | val_loss: 0.0311742 | Time: 1145.86 ms [2022-04-18 19:21:51 main:574] : INFO : Epoch 1981 | loss: 0.0311774 | val_loss: 0.0311745 | Time: 1146.53 ms [2022-04-18 19:21:52 main:574] : INFO : Epoch 1982 | loss: 0.0311774 | val_loss: 0.0311748 | Time: 1144.91 ms [2022-04-18 19:21:53 main:574] : INFO : Epoch 1983 | loss: 0.0311764 | val_loss: 0.0311735 | Time: 1155.79 ms [2022-04-18 19:21:55 main:574] : INFO : Epoch 1984 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 1152.21 ms [2022-04-18 19:21:56 main:574] : INFO : Epoch 1985 | loss: 0.0311766 | val_loss: 0.0311742 | Time: 1153.19 ms [2022-04-18 19:21:57 main:574] : INFO : Epoch 1986 | loss: 0.0311769 | val_loss: 0.0311761 | Time: 1149.29 ms [2022-04-18 19:21:58 main:574] : INFO : Epoch 1987 | loss: 0.0311753 | val_loss: 0.0311746 | Time: 1151.01 ms [2022-04-18 19:22:00 main:574] : INFO : Epoch 1988 | loss: 0.0311754 | val_loss: 0.0311755 | Time: 1156.93 ms [2022-04-18 19:22:01 main:574] : INFO : Epoch 1989 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 1145.75 ms [2022-04-18 19:22:02 main:574] : INFO : Epoch 1990 | loss: 0.0311768 | val_loss: 0.0311759 | Time: 1154 ms [2022-04-18 19:22:03 main:574] : INFO : Epoch 1991 | loss: 0.0311763 | val_loss: 0.0311717 | Time: 1156.44 ms [2022-04-18 19:22:05 main:574] : INFO : Epoch 1992 | loss: 0.0311807 | val_loss: 0.0311771 | Time: 1148.21 ms [2022-04-18 19:22:06 main:574] : INFO : Epoch 1993 | loss: 0.031182 | val_loss: 0.0311778 | Time: 1144.13 ms [2022-04-18 19:22:07 main:574] : INFO : Epoch 1994 | loss: 0.0311822 | val_loss: 0.031178 | Time: 1150.72 ms [2022-04-18 19:22:08 main:574] : INFO : Epoch 1995 | loss: 0.0311806 | val_loss: 0.0311767 | Time: 1145.81 ms [2022-04-18 19:22:09 main:574] : INFO : Epoch 1996 | loss: 0.0311791 | val_loss: 0.0311757 | Time: 1163.74 ms [2022-04-18 19:22:11 main:574] : INFO : Epoch 1997 | loss: 0.0311788 | val_loss: 0.0311765 | Time: 1155.09 ms [2022-04-18 19:22:12 main:574] : INFO : Epoch 1998 | loss: 0.0311814 | val_loss: 0.0311774 | Time: 1153.12 ms [2022-04-18 19:22:13 main:574] : INFO : Epoch 1999 | loss: 0.0311793 | val_loss: 0.0311767 | Time: 1146.32 ms [2022-04-18 19:22:14 main:574] : INFO : Epoch 2000 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 1137.96 ms [2022-04-18 19:22:16 main:574] : INFO : Epoch 2001 | loss: 0.0311792 | val_loss: 0.0311765 | Time: 1145.49 ms [2022-04-18 19:22:17 main:574] : INFO : Epoch 2002 | loss: 0.0311781 | val_loss: 0.0311761 | Time: 1147.45 ms [2022-04-18 19:22:18 main:574] : INFO : Epoch 2003 | loss: 0.0311773 | val_loss: 0.031175 | Time: 1142.95 ms [2022-04-18 19:22:19 main:574] : INFO : Epoch 2004 | loss: 0.0311769 | val_loss: 0.0311744 | Time: 1135.24 ms [2022-04-18 19:22:20 main:574] : INFO : Epoch 2005 | loss: 0.0311769 | val_loss: 0.0311819 | Time: 1142.19 ms [2022-04-18 19:22:22 main:574] : INFO : Epoch 2006 | loss: 0.0311773 | val_loss: 0.0311734 | Time: 1144.6 ms [2022-04-18 19:22:23 main:574] : INFO : Epoch 2007 | loss: 0.0311766 | val_loss: 0.0311741 | Time: 1137.43 ms [2022-04-18 19:22:24 main:574] : INFO : Epoch 2008 | loss: 0.0311793 | val_loss: 0.0311795 | Time: 1140.53 ms [2022-04-18 19:22:25 main:574] : INFO : Epoch 2009 | loss: 0.0311777 | val_loss: 0.0311742 | Time: 1141.34 ms [2022-04-18 19:22:26 main:574] : INFO : Epoch 2010 | loss: 0.0311752 | val_loss: 0.0311738 | Time: 1135.64 ms [2022-04-18 19:22:27 main:574] : INFO : Epoch 2011 | loss: 0.0311776 | val_loss: 0.0311732 | Time: 1144.61 ms [2022-04-18 19:22:29 main:574] : INFO : Epoch 2012 | loss: 0.0311775 | val_loss: 0.0311732 | Time: 1139.65 ms [2022-04-18 19:22:30 main:574] : INFO : Epoch 2013 | loss: 0.0311777 | val_loss: 0.0311776 | Time: 1147.11 ms [2022-04-18 19:22:31 main:574] : INFO : Epoch 2014 | loss: 0.0311768 | val_loss: 0.0311748 | Time: 1136.49 ms [2022-04-18 19:22:32 main:574] : INFO : Epoch 2015 | loss: 0.0311761 | val_loss: 0.0311762 | Time: 1137.61 ms [2022-04-18 19:22:33 main:574] : INFO : Epoch 2016 | loss: 0.0311759 | val_loss: 0.0311733 | Time: 1139.02 ms [2022-04-18 19:22:35 main:574] : INFO : Epoch 2017 | loss: 0.0311758 | val_loss: 0.0311774 | Time: 1145.41 ms [2022-04-18 19:22:36 main:574] : INFO : Epoch 2018 | loss: 0.0311784 | val_loss: 0.0311761 | Time: 1140.29 ms [2022-04-18 19:22:37 main:574] : INFO : Epoch 2019 | loss: 0.0311777 | val_loss: 0.0311722 | Time: 1138.9 ms [2022-04-18 19:22:38 main:574] : INFO : Epoch 2020 | loss: 0.0311751 | val_loss: 0.031172 | Time: 1159.77 ms [2022-04-18 19:22:40 main:574] : INFO : Epoch 2021 | loss: 0.0311745 | val_loss: 0.0311711 | Time: 1144.35 ms [2022-04-18 19:22:41 main:574] : INFO : Epoch 2022 | loss: 0.0311739 | val_loss: 0.0311715 | Time: 1135.23 ms [2022-04-18 19:22:42 main:574] : INFO : Epoch 2023 | loss: 0.0311737 | val_loss: 0.0311711 | Time: 1143.64 ms [2022-04-18 19:22:43 main:574] : INFO : Epoch 2024 | loss: 0.0311737 | val_loss: 0.0311717 | Time: 1140.09 ms [2022-04-18 19:22:45 main:574] : INFO : Epoch 2025 | loss: 0.0311743 | val_loss: 0.0311719 | Time: 1140.55 ms [2022-04-18 19:22:46 main:574] : INFO : Epoch 2026 | loss: 0.0311738 | val_loss: 0.0311719 | Time: 1144.77 ms [2022-04-18 19:22:47 main:574] : INFO : Epoch 2027 | loss: 0.0311737 | val_loss: 0.0311719 | Time: 1148.83 ms [2022-04-18 19:22:48 main:574] : INFO : Epoch 2028 | loss: 0.0311732 | val_loss: 0.0311712 | Time: 1135.87 ms [2022-04-18 19:22:49 main:574] : INFO : Epoch 2029 | loss: 0.0311742 | val_loss: 0.0311719 | Time: 1139.8 ms [2022-04-18 19:22:51 main:574] : INFO : Epoch 2030 | loss: 0.0311734 | val_loss: 0.0311737 | Time: 1144.78 ms [2022-04-18 19:22:52 main:574] : INFO : Epoch 2031 | loss: 0.0311736 | val_loss: 0.0311722 | Time: 1139.86 ms [2022-04-18 19:22:53 main:574] : INFO : Epoch 2032 | loss: 0.031173 | val_loss: 0.0311726 | Time: 1139.29 ms [2022-04-18 19:22:54 main:574] : INFO : Epoch 2033 | loss: 0.031173 | val_loss: 0.0311721 | Time: 1145.39 ms [2022-04-18 19:22:55 main:574] : INFO : Epoch 2034 | loss: 0.0311728 | val_loss: 0.0311716 | Time: 1146.24 ms [2022-04-18 19:22:57 main:574] : INFO : Epoch 2035 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 1140.65 ms [2022-04-18 19:22:58 main:574] : INFO : Epoch 2036 | loss: 0.0311736 | val_loss: 0.0311706 | Time: 1133.9 ms [2022-04-18 19:22:59 main:574] : INFO : Epoch 2037 | loss: 0.0311753 | val_loss: 0.0311724 | Time: 1138.68 ms [2022-04-18 19:23:00 main:574] : INFO : Epoch 2038 | loss: 0.0311733 | val_loss: 0.0311709 | Time: 1138.78 ms [2022-04-18 19:23:01 main:574] : INFO : Epoch 2039 | loss: 0.0311729 | val_loss: 0.0311714 | Time: 1143.92 ms [2022-04-18 19:23:03 main:574] : INFO : Epoch 2040 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 1142.47 ms [2022-04-18 19:23:04 main:574] : INFO : Epoch 2041 | loss: 0.0311804 | val_loss: 0.0311802 | Time: 1141.56 ms [2022-04-18 19:23:05 main:574] : INFO : Epoch 2042 | loss: 0.0311838 | val_loss: 0.0311791 | Time: 1145.25 ms [2022-04-18 19:23:06 main:574] : INFO : Epoch 2043 | loss: 0.0311821 | val_loss: 0.0311789 | Time: 1134.37 ms [2022-04-18 19:23:08 main:574] : INFO : Epoch 2044 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 1143.03 ms [2022-04-18 19:23:09 main:574] : INFO : Epoch 2045 | loss: 0.0311782 | val_loss: 0.031177 | Time: 1139.72 ms [2022-04-18 19:23:10 main:574] : INFO : Epoch 2046 | loss: 0.0311772 | val_loss: 0.0311762 | Time: 1145.68 ms [2022-04-18 19:23:11 main:574] : INFO : Epoch 2047 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 1143.96 ms [2022-04-18 19:23:12 main:574] : INFO : Epoch 2048 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 1161.12 ms [2022-04-18 19:23:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311766 [2022-04-18 19:23:12 main:603] : INFO : Saving end state to config to file [2022-04-18 19:23:12 main:608] : INFO : Success, exiting.. 19:23:12 (20444): 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)