Task 7107649
| Name | ParityModified-1630353371-15889-1_0 |
| Workunit | 4812113 |
| Created | 3 Sep 2021, 21:49:55 UTC |
| Sent | 5 Sep 2021, 10:56:44 UTC |
| Report deadline | 12 Sep 2021, 10:56:44 UTC |
| Received | 9 Sep 2021, 21:54:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13621 |
| Run time | 40 min 53 sec |
| CPU time | 40 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ime: 1185.93 ms [2021-09-10 06:44:07 main:574] : INFO : Epoch 1542 | loss: 0.0310662 | val_loss: 0.0311367 | Time: 1175.71 ms [2021-09-10 06:44:08 main:574] : INFO : Epoch 1543 | loss: 0.0310544 | val_loss: 0.0311305 | Time: 1190 ms [2021-09-10 06:44:09 main:574] : INFO : Epoch 1544 | loss: 0.0310482 | val_loss: 0.0311418 | Time: 1175.49 ms [2021-09-10 06:44:10 main:574] : INFO : Epoch 1545 | loss: 0.0310483 | val_loss: 0.0311431 | Time: 1191.35 ms [2021-09-10 06:44:11 main:574] : INFO : Epoch 1546 | loss: 0.0310536 | val_loss: 0.0311322 | Time: 1171 ms [2021-09-10 06:44:12 main:574] : INFO : Epoch 1547 | loss: 0.0310477 | val_loss: 0.0311382 | Time: 1177.24 ms [2021-09-10 06:44:14 main:574] : INFO : Epoch 1548 | loss: 0.0310435 | val_loss: 0.0311399 | Time: 1173.32 ms [2021-09-10 06:44:15 main:574] : INFO : Epoch 1549 | loss: 0.0310423 | val_loss: 0.0311357 | Time: 1181.36 ms [2021-09-10 06:44:16 main:574] : INFO : Epoch 1550 | loss: 0.0310425 | val_loss: 0.031136 | Time: 1173.76 ms [2021-09-10 06:44:17 main:574] : INFO : Epoch 1551 | loss: 0.0310413 | val_loss: 0.0311464 | Time: 1179.51 ms [2021-09-10 06:44:18 main:574] : INFO : Epoch 1552 | loss: 0.0310426 | val_loss: 0.0311428 | Time: 1177.64 ms [2021-09-10 06:44:20 main:574] : INFO : Epoch 1553 | loss: 0.031039 | val_loss: 0.0311443 | Time: 1185.91 ms [2021-09-10 06:44:21 main:574] : INFO : Epoch 1554 | loss: 0.0310413 | val_loss: 0.0311425 | Time: 1184.91 ms [2021-09-10 06:44:22 main:574] : INFO : Epoch 1555 | loss: 0.0310407 | val_loss: 0.0311408 | Time: 1188.28 ms [2021-09-10 06:44:23 main:574] : INFO : Epoch 1556 | loss: 0.0310456 | val_loss: 0.0311349 | Time: 1176.37 ms [2021-09-10 06:44:24 main:574] : INFO : Epoch 1557 | loss: 0.0310556 | val_loss: 0.0311332 | Time: 1176.33 ms [2021-09-10 06:44:25 main:574] : INFO : Epoch 1558 | loss: 0.0310484 | val_loss: 0.0311317 | Time: 1166.81 ms [2021-09-10 06:44:27 main:574] : INFO : Epoch 1559 | loss: 0.0310461 | val_loss: 0.0311363 | Time: 1184.23 ms [2021-09-10 06:44:28 main:574] : INFO : Epoch 1560 | loss: 0.0310651 | val_loss: 0.0311325 | Time: 1181.8 ms [2021-09-10 06:44:29 main:574] : INFO : Epoch 1561 | loss: 0.0310622 | val_loss: 0.0311396 | Time: 1184.36 ms [2021-09-10 06:44:30 main:574] : INFO : Epoch 1562 | loss: 0.0310604 | val_loss: 0.0311369 | Time: 1185.65 ms [2021-09-10 06:44:31 main:574] : INFO : Epoch 1563 | loss: 0.0310528 | val_loss: 0.0311291 | Time: 1172.44 ms [2021-09-10 06:44:33 main:574] : INFO : Epoch 1564 | loss: 0.03105 | val_loss: 0.031144 | Time: 1182.2 ms [2021-09-10 06:44:34 main:574] : INFO : Epoch 1565 | loss: 0.0310485 | val_loss: 0.0311331 | Time: 1180.4 ms [2021-09-10 06:44:35 main:574] : INFO : Epoch 1566 | loss: 0.0310424 | val_loss: 0.0311315 | Time: 1174.76 ms [2021-09-10 06:44:36 main:574] : INFO : Epoch 1567 | loss: 0.0310449 | val_loss: 0.0311278 | Time: 1190.6 ms [2021-09-10 06:44:37 main:574] : INFO : Epoch 1568 | loss: 0.0310609 | val_loss: 0.0311381 | Time: 1177.15 ms [2021-09-10 06:44:39 main:574] : INFO : Epoch 1569 | loss: 0.0310875 | val_loss: 0.0311394 | Time: 1172.44 ms [2021-09-10 06:44:40 main:574] : INFO : Epoch 1570 | loss: 0.0310725 | val_loss: 0.0311359 | Time: 1178.54 ms [2021-09-10 06:44:41 main:574] : INFO : Epoch 1571 | loss: 0.0310665 | val_loss: 0.0311272 | Time: 1182.52 ms [2021-09-10 06:44:42 main:574] : INFO : Epoch 1572 | loss: 0.0310574 | val_loss: 0.0311356 | Time: 1176.88 ms [2021-09-10 06:44:43 main:574] : INFO : Epoch 1573 | loss: 0.0310501 | val_loss: 0.0311382 | Time: 1174.78 ms [2021-09-10 06:44:44 main:574] : INFO : Epoch 1574 | loss: 0.031053 | val_loss: 0.0311366 | Time: 1175.86 ms [2021-09-10 06:44:46 main:574] : INFO : Epoch 1575 | loss: 0.03105 | val_loss: 0.0311387 | Time: 1186.4 ms [2021-09-10 06:44:47 main:574] : INFO : Epoch 1576 | loss: 0.0310599 | val_loss: 0.0311353 | Time: 1180.7 ms [2021-09-10 06:44:48 main:574] : INFO : Epoch 1577 | loss: 0.0310477 | val_loss: 0.0311255 | Time: 1184.55 ms [2021-09-10 06:44:49 main:574] : INFO : Epoch 1578 | loss: 0.0310565 | val_loss: 0.0311356 | Time: 1167.75 ms [2021-09-10 06:44:50 main:574] : INFO : Epoch 1579 | loss: 0.0310578 | val_loss: 0.0311381 | Time: 1170.84 ms [2021-09-10 06:44:52 main:574] : INFO : Epoch 1580 | loss: 0.0310507 | val_loss: 0.0311292 | Time: 1185.52 ms [2021-09-10 06:44:53 main:574] : INFO : Epoch 1581 | loss: 0.0310486 | val_loss: 0.0311375 | Time: 1181.97 ms [2021-09-10 06:44:54 main:574] : INFO : Epoch 1582 | loss: 0.0310505 | val_loss: 0.0311515 | Time: 1181.17 ms [2021-09-10 06:44:55 main:574] : INFO : Epoch 1583 | loss: 0.0310497 | val_loss: 0.0311275 | Time: 1174.72 ms [2021-09-10 06:44:56 main:574] : INFO : Epoch 1584 | loss: 0.0310492 | val_loss: 0.0311332 | Time: 1171.64 ms [2021-09-10 06:44:57 main:574] : INFO : Epoch 1585 | loss: 0.0310473 | val_loss: 0.0311345 | Time: 1182.57 ms [2021-09-10 06:44:59 main:574] : INFO : Epoch 1586 | loss: 0.0310393 | val_loss: 0.0311266 | Time: 1176.14 ms [2021-09-10 06:45:00 main:574] : INFO : Epoch 1587 | loss: 0.0310416 | val_loss: 0.0311398 | Time: 1178.88 ms [2021-09-10 06:45:01 main:574] : INFO : Epoch 1588 | loss: 0.0310464 | val_loss: 0.0311387 | Time: 1174.36 ms [2021-09-10 06:45:02 main:574] : INFO : Epoch 1589 | loss: 0.031047 | val_loss: 0.0311363 | Time: 1178.88 ms [2021-09-10 06:45:03 main:574] : INFO : Epoch 1590 | loss: 0.0310406 | val_loss: 0.0311296 | Time: 1182.41 ms [2021-09-10 06:45:05 main:574] : INFO : Epoch 1591 | loss: 0.0310383 | val_loss: 0.0311241 | Time: 1171.86 ms [2021-09-10 06:45:06 main:574] : INFO : Epoch 1592 | loss: 0.031037 | val_loss: 0.0311296 | Time: 1177.46 ms [2021-09-10 06:45:07 main:574] : INFO : Epoch 1593 | loss: 0.0310628 | val_loss: 0.0311331 | Time: 1176.6 ms [2021-09-10 06:45:08 main:574] : INFO : Epoch 1594 | loss: 0.0310765 | val_loss: 0.0311297 | Time: 1178.33 ms [2021-09-10 06:45:09 main:574] : INFO : Epoch 1595 | loss: 0.0310643 | val_loss: 0.0311351 | Time: 1187.84 ms [2021-09-10 06:45:10 main:574] : INFO : Epoch 1596 | loss: 0.0310581 | val_loss: 0.0311301 | Time: 1173.81 ms [2021-09-10 06:45:12 main:574] : INFO : Epoch 1597 | loss: 0.0310527 | val_loss: 0.0311251 | Time: 1176.5 ms [2021-09-10 06:45:13 main:574] : INFO : Epoch 1598 | loss: 0.0310495 | val_loss: 0.0311395 | Time: 1178.27 ms [2021-09-10 06:45:14 main:574] : INFO : Epoch 1599 | loss: 0.031052 | val_loss: 0.0311306 | Time: 1181.04 ms [2021-09-10 06:45:15 main:574] : INFO : Epoch 1600 | loss: 0.0310438 | val_loss: 0.0311379 | Time: 1180.29 ms [2021-09-10 06:45:16 main:574] : INFO : Epoch 1601 | loss: 0.0310564 | val_loss: 0.0311304 | Time: 1188.67 ms [2021-09-10 06:45:18 main:574] : INFO : Epoch 1602 | loss: 0.0310689 | val_loss: 0.0311293 | Time: 1180.23 ms [2021-09-10 06:45:19 main:574] : INFO : Epoch 1603 | loss: 0.0310627 | val_loss: 0.0311326 | Time: 1178.62 ms [2021-09-10 06:45:20 main:574] : INFO : Epoch 1604 | loss: 0.0310597 | val_loss: 0.0311385 | Time: 1184.4 ms [2021-09-10 06:45:21 main:574] : INFO : Epoch 1605 | loss: 0.0310549 | val_loss: 0.0311254 | Time: 1183.06 ms [2021-09-10 06:45:22 main:574] : INFO : Epoch 1606 | loss: 0.0310516 | val_loss: 0.0311228 | Time: 1183.84 ms [2021-09-10 06:45:24 main:574] : INFO : Epoch 1607 | loss: 0.031048 | val_loss: 0.031128 | Time: 1182.56 ms [2021-09-10 06:45:25 main:574] : INFO : Epoch 1608 | loss: 0.0310522 | val_loss: 0.0311464 | Time: 1184.6 ms [2021-09-10 06:45:26 main:574] : INFO : Epoch 1609 | loss: 0.0310519 | val_loss: 0.0311329 | Time: 1186.98 ms [2021-09-10 06:45:27 main:574] : INFO : Epoch 1610 | loss: 0.0310602 | val_loss: 0.0311379 | Time: 1189.98 ms [2021-09-10 06:45:28 main:574] : INFO : Epoch 1611 | loss: 0.0310671 | val_loss: 0.0311189 | Time: 1183.44 ms [2021-09-10 06:45:30 main:574] : INFO : Epoch 1612 | loss: 0.0310619 | val_loss: 0.0311363 | Time: 1180.84 ms [2021-09-10 06:45:31 main:574] : INFO : Epoch 1613 | loss: 0.0310562 | val_loss: 0.0311319 | Time: 1175.49 ms [2021-09-10 06:45:32 main:574] : INFO : Epoch 1614 | loss: 0.0310516 | val_loss: 0.0311298 | Time: 1178.9 ms [2021-09-10 06:45:33 main:574] : INFO : Epoch 1615 | loss: 0.0310453 | val_loss: 0.0311301 | Time: 1175.88 ms [2021-09-10 06:45:34 main:574] : INFO : Epoch 1616 | loss: 0.0310431 | val_loss: 0.0311368 | Time: 1175.93 ms [2021-09-10 06:45:35 main:574] : INFO : Epoch 1617 | loss: 0.0310466 | val_loss: 0.0311367 | Time: 1184.25 ms [2021-09-10 06:45:37 main:574] : INFO : Epoch 1618 | loss: 0.0310465 | val_loss: 0.0311377 | Time: 1172.33 ms [2021-09-10 06:45:38 main:574] : INFO : Epoch 1619 | loss: 0.0310446 | val_loss: 0.0311331 | Time: 1184.04 ms [2021-09-10 06:45:39 main:574] : INFO : Epoch 1620 | loss: 0.0310418 | val_loss: 0.0311496 | Time: 1182.11 ms [2021-09-10 06:45:40 main:574] : INFO : Epoch 1621 | loss: 0.0310437 | val_loss: 0.03115 | Time: 1181.05 ms [2021-09-10 06:45:41 main:574] : INFO : Epoch 1622 | loss: 0.0310397 | val_loss: 0.0311459 | Time: 1185.48 ms [2021-09-10 06:45:43 main:574] : INFO : Epoch 1623 | loss: 0.0310414 | val_loss: 0.0311395 | Time: 1182.24 ms [2021-09-10 06:45:44 main:574] : INFO : Epoch 1624 | loss: 0.0310387 | val_loss: 0.0311296 | Time: 1174 ms [2021-09-10 06:45:45 main:574] : INFO : Epoch 1625 | loss: 0.0310396 | val_loss: 0.0311404 | Time: 1177.12 ms [2021-09-10 06:45:46 main:574] : INFO : Epoch 1626 | loss: 0.0310383 | val_loss: 0.031145 | Time: 1176.35 ms [2021-09-10 06:45:47 main:574] : INFO : Epoch 1627 | loss: 0.0310434 | val_loss: 0.031133 | Time: 1184.54 ms [2021-09-10 06:45:48 main:574] : INFO : Epoch 1628 | loss: 0.0310524 | val_loss: 0.0311348 | Time: 1175.28 ms [2021-09-10 06:45:50 main:574] : INFO : Epoch 1629 | loss: 0.0310443 | val_loss: 0.0311286 | Time: 1184.29 ms [2021-09-10 06:45:51 main:574] : INFO : Epoch 1630 | loss: 0.031037 | val_loss: 0.0311466 | Time: 1182.24 ms [2021-09-10 06:45:52 main:574] : INFO : Epoch 1631 | loss: 0.0310384 | val_loss: 0.031146 | Time: 1188.8 ms [2021-09-10 06:45:53 main:574] : INFO : Epoch 1632 | loss: 0.0310507 | val_loss: 0.0311338 | Time: 1187.39 ms [2021-09-10 06:45:54 main:574] : INFO : Epoch 1633 | loss: 0.0310618 | val_loss: 0.0311491 | Time: 1178.93 ms [2021-09-10 06:45:56 main:574] : INFO : Epoch 1634 | loss: 0.0310496 | val_loss: 0.0311395 | Time: 1180.27 ms [2021-09-10 06:45:57 main:574] : INFO : Epoch 1635 | loss: 0.0310473 | val_loss: 0.0311335 | Time: 1175.18 ms [2021-09-10 06:45:58 main:574] : INFO : Epoch 1636 | loss: 0.0310421 | val_loss: 0.0311364 | Time: 1170.17 ms [2021-09-10 06:45:59 main:574] : INFO : Epoch 1637 | loss: 0.0310433 | val_loss: 0.0311489 | Time: 1170.87 ms [2021-09-10 06:46:00 main:574] : INFO : Epoch 1638 | loss: 0.0310419 | val_loss: 0.0311413 | Time: 1176.86 ms [2021-09-10 06:46:01 main:574] : INFO : Epoch 1639 | loss: 0.0310493 | val_loss: 0.0311351 | Time: 1180.81 ms [2021-09-10 06:46:03 main:574] : INFO : Epoch 1640 | loss: 0.0310469 | val_loss: 0.0311377 | Time: 1171.1 ms [2021-09-10 06:46:04 main:574] : INFO : Epoch 1641 | loss: 0.0310623 | val_loss: 0.0311432 | Time: 1177.52 ms [2021-09-10 06:46:05 main:574] : INFO : Epoch 1642 | loss: 0.031054 | val_loss: 0.0311342 | Time: 1172.13 ms [2021-09-10 06:46:06 main:574] : INFO : Epoch 1643 | loss: 0.0310509 | val_loss: 0.0311373 | Time: 1176.7 ms [2021-09-10 06:46:07 main:574] : INFO : Epoch 1644 | loss: 0.0310449 | val_loss: 0.0311332 | Time: 1183.41 ms [2021-09-10 06:46:09 main:574] : INFO : Epoch 1645 | loss: 0.0310465 | val_loss: 0.0311307 | Time: 1178.76 ms [2021-09-10 06:46:10 main:574] : INFO : Epoch 1646 | loss: 0.0310445 | val_loss: 0.0311347 | Time: 1179.44 ms [2021-09-10 06:46:11 main:574] : INFO : Epoch 1647 | loss: 0.0310389 | val_loss: 0.031138 | Time: 1175.07 ms [2021-09-10 06:46:12 main:574] : INFO : Epoch 1648 | loss: 0.0310393 | val_loss: 0.0311414 | Time: 1177.06 ms [2021-09-10 06:46:13 main:574] : INFO : Epoch 1649 | loss: 0.0310357 | val_loss: 0.031141 | Time: 1179.01 ms [2021-09-10 06:46:14 main:574] : INFO : Epoch 1650 | loss: 0.0310386 | val_loss: 0.0311482 | Time: 1174.71 ms [2021-09-10 06:46:16 main:574] : INFO : Epoch 1651 | loss: 0.0310342 | val_loss: 0.0311471 | Time: 1176.7 ms [2021-09-10 06:46:17 main:574] : INFO : Epoch 1652 | loss: 0.0310826 | val_loss: 0.0311333 | Time: 1178.77 ms [2021-09-10 06:46:18 main:574] : INFO : Epoch 1653 | loss: 0.0311037 | val_loss: 0.0311333 | Time: 1181.21 ms [2021-09-10 06:46:19 main:574] : INFO : Epoch 1654 | loss: 0.0310966 | val_loss: 0.0311242 | Time: 1182.15 ms [2021-09-10 06:46:20 main:574] : INFO : Epoch 1655 | loss: 0.0310923 | val_loss: 0.0311337 | Time: 1180.65 ms [2021-09-10 06:46:22 main:574] : INFO : Epoch 1656 | loss: 0.0310851 | val_loss: 0.0311293 | Time: 1180.76 ms [2021-09-10 06:46:23 main:574] : INFO : Epoch 1657 | loss: 0.0310751 | val_loss: 0.0311303 | Time: 1176.83 ms [2021-09-10 06:46:24 main:574] : INFO : Epoch 1658 | loss: 0.0310714 | val_loss: 0.0311305 | Time: 1193.44 ms [2021-09-10 06:46:25 main:574] : INFO : Epoch 1659 | loss: 0.0310674 | val_loss: 0.0311389 | Time: 1185.38 ms [2021-09-10 06:46:26 main:574] : INFO : Epoch 1660 | loss: 0.0310669 | val_loss: 0.0311259 | Time: 1175.97 ms [2021-09-10 06:46:28 main:574] : INFO : Epoch 1661 | loss: 0.0310689 | val_loss: 0.0311398 | Time: 1188.49 ms [2021-09-10 06:46:29 main:574] : INFO : Epoch 1662 | loss: 0.0310852 | val_loss: 0.0311362 | Time: 1179.3 ms [2021-09-10 06:46:30 main:574] : INFO : Epoch 1663 | loss: 0.0310743 | val_loss: 0.0311342 | Time: 1175.53 ms [2021-09-10 06:46:31 main:574] : INFO : Epoch 1664 | loss: 0.0310669 | val_loss: 0.0311319 | Time: 1172.75 ms [2021-09-10 06:46:32 main:574] : INFO : Epoch 1665 | loss: 0.0310632 | val_loss: 0.0311402 | Time: 1184.84 ms [2021-09-10 06:46:33 main:574] : INFO : Epoch 1666 | loss: 0.0310599 | val_loss: 0.0311319 | Time: 1179.85 ms [2021-09-10 06:46:35 main:574] : INFO : Epoch 1667 | loss: 0.0310598 | val_loss: 0.0311353 | Time: 1169.27 ms [2021-09-10 06:46:36 main:574] : INFO : Epoch 1668 | loss: 0.0310597 | val_loss: 0.0311384 | Time: 1188.93 ms [2021-09-10 06:46:37 main:574] : INFO : Epoch 1669 | loss: 0.0310591 | val_loss: 0.0311342 | Time: 1179.03 ms [2021-09-10 06:46:38 main:574] : INFO : Epoch 1670 | loss: 0.0310566 | val_loss: 0.0311353 | Time: 1181.72 ms [2021-09-10 06:46:39 main:574] : INFO : Epoch 1671 | loss: 0.0310538 | val_loss: 0.0311473 | Time: 1178.07 ms [2021-09-10 06:46:41 main:574] : INFO : Epoch 1672 | loss: 0.0310526 | val_loss: 0.031137 | Time: 1182.27 ms [2021-09-10 06:46:42 main:574] : INFO : Epoch 1673 | loss: 0.0310559 | val_loss: 0.0311364 | Time: 1173.56 ms [2021-09-10 06:46:43 main:574] : INFO : Epoch 1674 | loss: 0.0310511 | val_loss: 0.031134 | Time: 1192.79 ms [2021-09-10 06:46:44 main:574] : INFO : Epoch 1675 | loss: 0.0310522 | val_loss: 0.0311363 | Time: 1176.96 ms [2021-09-10 06:46:45 main:574] : INFO : Epoch 1676 | loss: 0.0310517 | val_loss: 0.0311374 | Time: 1187.51 ms [2021-09-10 06:46:47 main:574] : INFO : Epoch 1677 | loss: 0.03105 | val_loss: 0.0311434 | Time: 1175.1 ms [2021-09-10 06:46:48 main:574] : INFO : Epoch 1678 | loss: 0.0310484 | val_loss: 0.0311325 | Time: 1182.21 ms [2021-09-10 06:46:49 main:574] : INFO : Epoch 1679 | loss: 0.0310467 | val_loss: 0.0311399 | Time: 1178.99 ms [2021-09-10 06:46:50 main:574] : INFO : Epoch 1680 | loss: 0.0310459 | val_loss: 0.0311519 | Time: 1183.04 ms [2021-09-10 06:46:51 main:574] : INFO : Epoch 1681 | loss: 0.0310422 | val_loss: 0.031139 | Time: 1179.72 ms [2021-09-10 06:46:52 main:574] : INFO : Epoch 1682 | loss: 0.0310452 | val_loss: 0.0311388 | Time: 1178.14 ms [2021-09-10 06:46:54 main:574] : INFO : Epoch 1683 | loss: 0.0310531 | val_loss: 0.0311385 | Time: 1190.58 ms [2021-09-10 06:46:55 main:574] : INFO : Epoch 1684 | loss: 0.0310517 | val_loss: 0.0311294 | Time: 1182.99 ms [2021-09-10 06:46:56 main:574] : INFO : Epoch 1685 | loss: 0.0310465 | val_loss: 0.0311535 | Time: 1178.56 ms [2021-09-10 06:46:57 main:574] : INFO : Epoch 1686 | loss: 0.0310443 | val_loss: 0.03114 | Time: 1181.77 ms [2021-09-10 06:46:58 main:574] : INFO : Epoch 1687 | loss: 0.0310432 | val_loss: 0.0311539 | Time: 1181.33 ms [2021-09-10 06:47:00 main:574] : INFO : Epoch 1688 | loss: 0.0310487 | val_loss: 0.0311548 | Time: 1184.44 ms [2021-09-10 06:47:01 main:574] : INFO : Epoch 1689 | loss: 0.0310455 | val_loss: 0.0311416 | Time: 1180.12 ms [2021-09-10 06:47:02 main:574] : INFO : Epoch 1690 | loss: 0.0310466 | val_loss: 0.0311468 | Time: 1179.09 ms [2021-09-10 06:47:03 main:574] : INFO : Epoch 1691 | loss: 0.0310455 | val_loss: 0.0311447 | Time: 1176.7 ms [2021-09-10 06:47:04 main:574] : INFO : Epoch 1692 | loss: 0.0310538 | val_loss: 0.0311385 | Time: 1176.22 ms [2021-09-10 06:47:06 main:574] : INFO : Epoch 1693 | loss: 0.0310542 | val_loss: 0.0311512 | Time: 1188.25 ms [2021-09-10 06:47:07 main:574] : INFO : Epoch 1694 | loss: 0.0310472 | val_loss: 0.0311383 | Time: 1173.41 ms [2021-09-10 06:47:08 main:574] : INFO : Epoch 1695 | loss: 0.0310424 | val_loss: 0.0311344 | Time: 1184.8 ms [2021-09-10 06:47:09 main:574] : INFO : Epoch 1696 | loss: 0.0310409 | val_loss: 0.0311343 | Time: 1175.76 ms [2021-09-10 06:47:10 main:574] : INFO : Epoch 1697 | loss: 0.0310414 | val_loss: 0.0311416 | Time: 1182.3 ms [2021-09-10 06:47:11 main:574] : INFO : Epoch 1698 | loss: 0.0310395 | val_loss: 0.0311469 | Time: 1190.13 ms [2021-09-10 06:47:13 main:574] : INFO : Epoch 1699 | loss: 0.0310392 | val_loss: 0.0311453 | Time: 1179.36 ms [2021-09-10 06:47:14 main:574] : INFO : Epoch 1700 | loss: 0.0310395 | val_loss: 0.0311406 | Time: 1178.22 ms [2021-09-10 06:47:15 main:574] : INFO : Epoch 1701 | loss: 0.0310421 | val_loss: 0.0311425 | Time: 1177.02 ms [2021-09-10 06:47:16 main:574] : INFO : Epoch 1702 | loss: 0.0310445 | val_loss: 0.0311462 | Time: 1182.5 ms [2021-09-10 06:47:17 main:574] : INFO : Epoch 1703 | loss: 0.0310513 | val_loss: 0.0311298 | Time: 1179.63 ms [2021-09-10 06:47:19 main:574] : INFO : Epoch 1704 | loss: 0.0310533 | val_loss: 0.0311303 | Time: 1174.91 ms [2021-09-10 06:47:20 main:574] : INFO : Epoch 1705 | loss: 0.0310597 | val_loss: 0.0311382 | Time: 1185.93 ms [2021-09-10 06:47:21 main:574] : INFO : Epoch 1706 | loss: 0.031065 | val_loss: 0.0311334 | Time: 1172.16 ms [2021-09-10 06:47:22 main:574] : INFO : Epoch 1707 | loss: 0.0310544 | val_loss: 0.0311375 | Time: 1179.93 ms [2021-09-10 06:47:23 main:574] : INFO : Epoch 1708 | loss: 0.031056 | val_loss: 0.0311468 | Time: 1178.9 ms [2021-09-10 06:47:24 main:574] : INFO : Epoch 1709 | loss: 0.0310521 | val_loss: 0.0311369 | Time: 1176.26 ms [2021-09-10 06:47:26 main:574] : INFO : Epoch 1710 | loss: 0.0310506 | val_loss: 0.0311438 | Time: 1177.69 ms [2021-09-10 06:47:27 main:574] : INFO : Epoch 1711 | loss: 0.0310493 | val_loss: 0.0311474 | Time: 1184.34 ms [2021-09-10 06:47:28 main:574] : INFO : Epoch 1712 | loss: 0.0310526 | val_loss: 0.0311421 | Time: 1175.39 ms [2021-09-10 06:47:29 main:574] : INFO : Epoch 1713 | loss: 0.0310474 | val_loss: 0.0311518 | Time: 1172.2 ms [2021-09-10 06:47:30 main:574] : INFO : Epoch 1714 | loss: 0.0310553 | val_loss: 0.0311341 | Time: 1175.44 ms [2021-09-10 06:47:32 main:574] : INFO : Epoch 1715 | loss: 0.0310542 | val_loss: 0.0311568 | Time: 1188.16 ms [2021-09-10 06:47:33 main:574] : INFO : Epoch 1716 | loss: 0.0310462 | val_loss: 0.0311389 | Time: 1176.86 ms [2021-09-10 06:47:34 main:574] : INFO : Epoch 1717 | loss: 0.0310464 | val_loss: 0.0311428 | Time: 1181.73 ms [2021-09-10 06:47:35 main:574] : INFO : Epoch 1718 | loss: 0.0310428 | val_loss: 0.0311404 | Time: 1176.33 ms [2021-09-10 06:47:36 main:574] : INFO : Epoch 1719 | loss: 0.0310516 | val_loss: 0.0311325 | Time: 1176.08 ms [2021-09-10 06:47:38 main:574] : INFO : Epoch 1720 | loss: 0.031051 | val_loss: 0.0311374 | Time: 1176.17 ms [2021-09-10 06:47:39 main:574] : INFO : Epoch 1721 | loss: 0.0310496 | val_loss: 0.0311297 | Time: 1175.51 ms [2021-09-10 06:47:40 main:574] : INFO : Epoch 1722 | loss: 0.0310559 | val_loss: 0.0311186 | Time: 1177.83 ms [2021-09-10 06:47:41 main:574] : INFO : Epoch 1723 | loss: 0.0310631 | val_loss: 0.0311243 | Time: 1174.71 ms [2021-09-10 06:47:42 main:574] : INFO : Epoch 1724 | loss: 0.0310586 | val_loss: 0.0311246 | Time: 1178.39 ms [2021-09-10 06:47:43 main:574] : INFO : Epoch 1725 | loss: 0.0310523 | val_loss: 0.031125 | Time: 1187.97 ms [2021-09-10 06:47:45 main:574] : INFO : Epoch 1726 | loss: 0.0310486 | val_loss: 0.0311258 | Time: 1193.85 ms [2021-09-10 06:47:46 main:574] : INFO : Epoch 1727 | loss: 0.031045 | val_loss: 0.0311359 | Time: 1192.81 ms [2021-09-10 06:47:47 main:574] : INFO : Epoch 1728 | loss: 0.0310438 | val_loss: 0.0311367 | Time: 1179.13 ms [2021-09-10 06:47:48 main:574] : INFO : Epoch 1729 | loss: 0.0310408 | val_loss: 0.0311396 | Time: 1173.44 ms [2021-09-10 06:47:49 main:574] : INFO : Epoch 1730 | loss: 0.0310408 | val_loss: 0.0311321 | Time: 1184.71 ms [2021-09-10 06:47:51 main:574] : INFO : Epoch 1731 | loss: 0.0310396 | val_loss: 0.0311383 | Time: 1187.08 ms [2021-09-10 06:47:52 main:574] : INFO : Epoch 1732 | loss: 0.031037 | val_loss: 0.0311437 | Time: 1191.52 ms [2021-09-10 06:47:53 main:574] : INFO : Epoch 1733 | loss: 0.0310399 | val_loss: 0.0311457 | Time: 1173.2 ms [2021-09-10 06:47:54 main:574] : INFO : Epoch 1734 | loss: 0.0310399 | val_loss: 0.0311425 | Time: 1175.13 ms [2021-09-10 06:47:55 main:574] : INFO : Epoch 1735 | loss: 0.0310387 | val_loss: 0.0311442 | Time: 1182.86 ms [2021-09-10 06:47:56 main:574] : INFO : Epoch 1736 | loss: 0.0310368 | val_loss: 0.0311483 | Time: 1178.86 ms [2021-09-10 06:47:58 main:574] : INFO : Epoch 1737 | loss: 0.0310407 | val_loss: 0.0311404 | Time: 1185.51 ms [2021-09-10 06:47:59 main:574] : INFO : Epoch 1738 | loss: 0.0310372 | val_loss: 0.031142 | Time: 1178.95 ms [2021-09-10 06:48:00 main:574] : INFO : Epoch 1739 | loss: 0.031035 | val_loss: 0.0311456 | Time: 1190.39 ms [2021-09-10 06:48:01 main:574] : INFO : Epoch 1740 | loss: 0.0310334 | val_loss: 0.0311422 | Time: 1176.33 ms [2021-09-10 06:48:02 main:574] : INFO : Epoch 1741 | loss: 0.0310338 | val_loss: 0.0311414 | Time: 1178.73 ms [2021-09-10 06:48:04 main:574] : INFO : Epoch 1742 | loss: 0.0310303 | val_loss: 0.0311553 | Time: 1186.39 ms [2021-09-10 06:48:05 main:574] : INFO : Epoch 1743 | loss: 0.0310319 | val_loss: 0.0311446 | Time: 1187.54 ms [2021-09-10 06:48:06 main:574] : INFO : Epoch 1744 | loss: 0.0310332 | val_loss: 0.0311498 | Time: 1177.16 ms [2021-09-10 06:48:07 main:574] : INFO : Epoch 1745 | loss: 0.0310286 | val_loss: 0.0311579 | Time: 1212.8 ms [2021-09-10 06:48:08 main:574] : INFO : Epoch 1746 | loss: 0.0310297 | val_loss: 0.0311582 | Time: 1192.86 ms [2021-09-10 06:48:10 main:574] : INFO : Epoch 1747 | loss: 0.0310307 | val_loss: 0.0311515 | Time: 1177.57 ms [2021-09-10 06:48:11 main:574] : INFO : Epoch 1748 | loss: 0.0310306 | val_loss: 0.0311613 | Time: 1180.26 ms [2021-09-10 06:48:12 main:574] : INFO : Epoch 1749 | loss: 0.0310285 | val_loss: 0.0311539 | Time: 1187.08 ms [2021-09-10 06:48:13 main:574] : INFO : Epoch 1750 | loss: 0.0310314 | val_loss: 0.0311473 | Time: 1177.27 ms [2021-09-10 06:48:14 main:574] : INFO : Epoch 1751 | loss: 0.031035 | val_loss: 0.0311432 | Time: 1184.64 ms [2021-09-10 06:48:16 main:574] : INFO : Epoch 1752 | loss: 0.0310354 | val_loss: 0.0311387 | Time: 1186.24 ms [2021-09-10 06:48:17 main:574] : INFO : Epoch 1753 | loss: 0.0310345 | val_loss: 0.0311415 | Time: 1179.4 ms [2021-09-10 06:48:18 main:574] : INFO : Epoch 1754 | loss: 0.0310316 | val_loss: 0.0311477 | Time: 1181.69 ms [2021-09-10 06:48:19 main:574] : INFO : Epoch 1755 | loss: 0.0310338 | val_loss: 0.0311431 | Time: 1188.53 ms [2021-09-10 06:48:20 main:574] : INFO : Epoch 1756 | loss: 0.0310404 | val_loss: 0.0311508 | Time: 1174.34 ms [2021-09-10 06:48:21 main:574] : INFO : Epoch 1757 | loss: 0.0310403 | val_loss: 0.0311404 | Time: 1186.01 ms [2021-09-10 06:48:23 main:574] : INFO : Epoch 1758 | loss: 0.0310445 | val_loss: 0.0311416 | Time: 1185.76 ms [2021-09-10 06:48:24 main:574] : INFO : Epoch 1759 | loss: 0.0310446 | val_loss: 0.0311385 | Time: 1180.31 ms [2021-09-10 06:48:25 main:574] : INFO : Epoch 1760 | loss: 0.0310393 | val_loss: 0.0311306 | Time: 1180.67 ms [2021-09-10 06:48:26 main:574] : INFO : Epoch 1761 | loss: 0.0310349 | val_loss: 0.0311374 | Time: 1194 ms [2021-09-10 06:48:27 main:574] : INFO : Epoch 1762 | loss: 0.0310348 | val_loss: 0.0311431 | Time: 1179.73 ms [2021-09-10 06:48:29 main:574] : INFO : Epoch 1763 | loss: 0.0310317 | val_loss: 0.0311432 | Time: 1171.85 ms [2021-09-10 06:48:30 main:574] : INFO : Epoch 1764 | loss: 0.0310433 | val_loss: 0.031131 | Time: 1189.13 ms [2021-09-10 06:48:31 main:574] : INFO : Epoch 1765 | loss: 0.0310459 | val_loss: 0.0311285 | Time: 1183.23 ms [2021-09-10 06:48:32 main:574] : INFO : Epoch 1766 | loss: 0.0310404 | val_loss: 0.0311407 | Time: 1182.52 ms [2021-09-10 06:48:33 main:574] : INFO : Epoch 1767 | loss: 0.0310399 | val_loss: 0.0311415 | Time: 1194.86 ms [2021-09-10 06:48:35 main:574] : INFO : Epoch 1768 | loss: 0.0310344 | val_loss: 0.0311478 | Time: 1182.89 ms [2021-09-10 06:48:36 main:574] : INFO : Epoch 1769 | loss: 0.031032 | val_loss: 0.0311399 | Time: 1178.68 ms [2021-09-10 06:48:37 main:574] : INFO : Epoch 1770 | loss: 0.0310277 | val_loss: 0.0311363 | Time: 1184.07 ms [2021-09-10 06:48:38 main:574] : INFO : Epoch 1771 | loss: 0.031028 | val_loss: 0.0311559 | Time: 1180.48 ms [2021-09-10 06:48:39 main:574] : INFO : Epoch 1772 | loss: 0.0310342 | val_loss: 0.0311457 | Time: 1181.74 ms [2021-09-10 06:48:40 main:574] : INFO : Epoch 1773 | loss: 0.031035 | val_loss: 0.0311417 | Time: 1176.33 ms [2021-09-10 06:48:42 main:574] : INFO : Epoch 1774 | loss: 0.0310778 | val_loss: 0.0311338 | Time: 1182.75 ms [2021-09-10 06:48:43 main:574] : INFO : Epoch 1775 | loss: 0.0310689 | val_loss: 0.0311332 | Time: 1182.06 ms [2021-09-10 06:48:44 main:574] : INFO : Epoch 1776 | loss: 0.0310549 | val_loss: 0.0311451 | Time: 1179.34 ms [2021-09-10 06:48:45 main:574] : INFO : Epoch 1777 | loss: 0.0310487 | val_loss: 0.0311335 | Time: 1178.07 ms [2021-09-10 06:48:46 main:574] : INFO : Epoch 1778 | loss: 0.0310516 | val_loss: 0.0311367 | Time: 1181.33 ms [2021-09-10 06:48:48 main:574] : INFO : Epoch 1779 | loss: 0.0310509 | val_loss: 0.0311437 | Time: 1176.15 ms [2021-09-10 06:48:49 main:574] : INFO : Epoch 1780 | loss: 0.0310421 | val_loss: 0.0311437 | Time: 1183.05 ms [2021-09-10 06:48:50 main:574] : INFO : Epoch 1781 | loss: 0.0310477 | val_loss: 0.0311419 | Time: 1191.83 ms [2021-09-10 06:48:51 main:574] : INFO : Epoch 1782 | loss: 0.0310463 | val_loss: 0.0311525 | Time: 1184.3 ms [2021-09-10 06:48:52 main:574] : INFO : Epoch 1783 | loss: 0.0310409 | val_loss: 0.0311466 | Time: 1189.24 ms [2021-09-10 06:48:54 main:574] : INFO : Epoch 1784 | loss: 0.0310411 | val_loss: 0.0311452 | Time: 1182.14 ms [2021-09-10 06:48:55 main:574] : INFO : Epoch 1785 | loss: 0.0310381 | val_loss: 0.0311512 | Time: 1185 ms [2021-09-10 06:48:56 main:574] : INFO : Epoch 1786 | loss: 0.0310406 | val_loss: 0.031141 | Time: 1183.72 ms [2021-09-10 06:48:57 main:574] : INFO : Epoch 1787 | loss: 0.031041 | val_loss: 0.0311433 | Time: 1181.03 ms [2021-09-10 06:48:58 main:574] : INFO : Epoch 1788 | loss: 0.031043 | val_loss: 0.0311259 | Time: 1186.21 ms [2021-09-10 06:49:00 main:574] : INFO : Epoch 1789 | loss: 0.0310782 | val_loss: 0.0311215 | Time: 1181.78 ms [2021-09-10 06:49:01 main:574] : INFO : Epoch 1790 | loss: 0.0310741 | val_loss: 0.0311185 | Time: 1172.21 ms [2021-09-10 06:49:02 main:574] : INFO : Epoch 1791 | loss: 0.0310637 | val_loss: 0.0311212 | Time: 1191.77 ms [2021-09-10 06:49:03 main:574] : INFO : Epoch 1792 | loss: 0.0310536 | val_loss: 0.031124 | Time: 1172.47 ms [2021-09-10 06:49:04 main:574] : INFO : Epoch 1793 | loss: 0.0310481 | val_loss: 0.0311366 | Time: 1190.7 ms [2021-09-10 06:49:05 main:574] : INFO : Epoch 1794 | loss: 0.0310498 | val_loss: 0.0311528 | Time: 1182.35 ms [2021-09-10 06:49:07 main:574] : INFO : Epoch 1795 | loss: 0.0310608 | val_loss: 0.0311451 | Time: 1181.86 ms [2021-09-10 06:49:08 main:574] : INFO : Epoch 1796 | loss: 0.0310615 | val_loss: 0.0311274 | Time: 1184.17 ms [2021-09-10 06:49:09 main:574] : INFO : Epoch 1797 | loss: 0.0310612 | val_loss: 0.0311412 | Time: 1185.25 ms [2021-09-10 06:49:10 main:574] : INFO : Epoch 1798 | loss: 0.0310519 | val_loss: 0.031141 | Time: 1187.59 ms [2021-09-10 06:49:11 main:574] : INFO : Epoch 1799 | loss: 0.0310589 | val_loss: 0.0311271 | Time: 1189.97 ms [2021-09-10 06:49:13 main:574] : INFO : Epoch 1800 | loss: 0.0310666 | val_loss: 0.0311366 | Time: 1185.2 ms [2021-09-10 06:49:14 main:574] : INFO : Epoch 1801 | loss: 0.0310578 | val_loss: 0.0311243 | Time: 1173.95 ms [2021-09-10 06:49:15 main:574] : INFO : Epoch 1802 | loss: 0.031054 | val_loss: 0.031133 | Time: 1194.91 ms [2021-09-10 06:49:16 main:574] : INFO : Epoch 1803 | loss: 0.0310512 | val_loss: 0.0311314 | Time: 1186.8 ms [2021-09-10 06:49:17 main:574] : INFO : Epoch 1804 | loss: 0.0310448 | val_loss: 0.0311371 | Time: 1188.95 ms [2021-09-10 06:49:19 main:574] : INFO : Epoch 1805 | loss: 0.0310412 | val_loss: 0.0311424 | Time: 1186.53 ms [2021-09-10 06:49:20 main:574] : INFO : Epoch 1806 | loss: 0.0310443 | val_loss: 0.0311388 | Time: 1180.04 ms [2021-09-10 06:49:21 main:574] : INFO : Epoch 1807 | loss: 0.0310505 | val_loss: 0.031143 | Time: 1191.8 ms [2021-09-10 06:49:22 main:574] : INFO : Epoch 1808 | loss: 0.0310416 | val_loss: 0.0311336 | Time: 1184.12 ms [2021-09-10 06:49:23 main:574] : INFO : Epoch 1809 | loss: 0.031038 | val_loss: 0.0311402 | Time: 1174.78 ms [2021-09-10 06:49:25 main:574] : INFO : Epoch 1810 | loss: 0.0310352 | val_loss: 0.031145 | Time: 1181.8 ms [2021-09-10 06:49:26 main:574] : INFO : Epoch 1811 | loss: 0.031042 | val_loss: 0.0311368 | Time: 1178.78 ms [2021-09-10 06:49:27 main:574] : INFO : Epoch 1812 | loss: 0.0310417 | val_loss: 0.031149 | Time: 1172.18 ms [2021-09-10 06:49:28 main:574] : INFO : Epoch 1813 | loss: 0.0310407 | val_loss: 0.0311459 | Time: 1174.33 ms [2021-09-10 06:49:29 main:574] : INFO : Epoch 1814 | loss: 0.0310381 | val_loss: 0.0311424 | Time: 1183 ms [2021-09-10 06:49:30 main:574] : INFO : Epoch 1815 | loss: 0.031034 | val_loss: 0.0311321 | Time: 1177.02 ms [2021-09-10 06:49:32 main:574] : INFO : Epoch 1816 | loss: 0.0310395 | val_loss: 0.0311342 | Time: 1188.12 ms [2021-09-10 06:49:33 main:574] : INFO : Epoch 1817 | loss: 0.0310408 | val_loss: 0.0311345 | Time: 1175.82 ms [2021-09-10 06:49:34 main:574] : INFO : Epoch 1818 | loss: 0.0310609 | val_loss: 0.0311289 | Time: 1183.3 ms [2021-09-10 06:49:35 main:574] : INFO : Epoch 1819 | loss: 0.03109 | val_loss: 0.031128 | Time: 1183.08 ms [2021-09-10 06:49:36 main:574] : INFO : Epoch 1820 | loss: 0.0310846 | val_loss: 0.0311353 | Time: 1182.56 ms [2021-09-10 06:49:38 main:574] : INFO : Epoch 1821 | loss: 0.0310788 | val_loss: 0.031139 | Time: 1184.71 ms [2021-09-10 06:49:39 main:574] : INFO : Epoch 1822 | loss: 0.0310759 | val_loss: 0.0311332 | Time: 1180.18 ms [2021-09-10 06:49:40 main:574] : INFO : Epoch 1823 | loss: 0.0310691 | val_loss: 0.0311292 | Time: 1186.43 ms [2021-09-10 06:49:41 main:574] : INFO : Epoch 1824 | loss: 0.031066 | val_loss: 0.0311354 | Time: 1190.86 ms [2021-09-10 06:49:42 main:574] : INFO : Epoch 1825 | loss: 0.0310633 | val_loss: 0.0311435 | Time: 1176.21 ms [2021-09-10 06:49:43 main:574] : INFO : Epoch 1826 | loss: 0.0310585 | val_loss: 0.031139 | Time: 1175.99 ms [2021-09-10 06:49:45 main:574] : INFO : Epoch 1827 | loss: 0.0310596 | val_loss: 0.0311351 | Time: 1188.66 ms [2021-09-10 06:49:46 main:574] : INFO : Epoch 1828 | loss: 0.0310573 | val_loss: 0.0311452 | Time: 1180.79 ms [2021-09-10 06:49:47 main:574] : INFO : Epoch 1829 | loss: 0.0310579 | val_loss: 0.0311375 | Time: 1194.58 ms [2021-09-10 06:49:48 main:574] : INFO : Epoch 1830 | loss: 0.031057 | val_loss: 0.0311458 | Time: 1178.88 ms [2021-09-10 06:49:49 main:574] : INFO : Epoch 1831 | loss: 0.0310508 | val_loss: 0.0311544 | Time: 1173.49 ms [2021-09-10 06:49:51 main:574] : INFO : Epoch 1832 | loss: 0.0310487 | val_loss: 0.0311523 | Time: 1177.87 ms [2021-09-10 06:49:52 main:574] : INFO : Epoch 1833 | loss: 0.0310433 | val_loss: 0.031148 | Time: 1185.39 ms [2021-09-10 06:49:53 main:574] : INFO : Epoch 1834 | loss: 0.0310544 | val_loss: 0.0311427 | Time: 1182.86 ms [2021-09-10 06:49:54 main:574] : INFO : Epoch 1835 | loss: 0.0310662 | val_loss: 0.0311482 | Time: 1181.12 ms [2021-09-10 06:49:55 main:574] : INFO : Epoch 1836 | loss: 0.0310509 | val_loss: 0.0311455 | Time: 1188.33 ms [2021-09-10 06:49:57 main:574] : INFO : Epoch 1837 | loss: 0.031041 | val_loss: 0.0311484 | Time: 1192.81 ms [2021-09-10 06:49:58 main:574] : INFO : Epoch 1838 | loss: 0.031042 | val_loss: 0.0311425 | Time: 1181.37 ms [2021-09-10 06:49:59 main:574] : INFO : Epoch 1839 | loss: 0.031038 | val_loss: 0.0311422 | Time: 1172.22 ms [2021-09-10 06:50:00 main:574] : INFO : Epoch 1840 | loss: 0.0310342 | val_loss: 0.0311373 | Time: 1181.81 ms [2021-09-10 06:50:01 main:574] : INFO : Epoch 1841 | loss: 0.0310385 | val_loss: 0.0311413 | Time: 1185.3 ms [2021-09-10 06:50:03 main:574] : INFO : Epoch 1842 | loss: 0.031043 | val_loss: 0.031143 | Time: 1177.9 ms [2021-09-10 06:50:04 main:574] : INFO : Epoch 1843 | loss: 0.0310382 | val_loss: 0.0311457 | Time: 1182.6 ms [2021-09-10 06:50:05 main:574] : INFO : Epoch 1844 | loss: 0.0310439 | val_loss: 0.031148 | Time: 1183.5 ms [2021-09-10 06:50:06 main:574] : INFO : Epoch 1845 | loss: 0.0310473 | val_loss: 0.0311402 | Time: 1186.13 ms [2021-09-10 06:50:07 main:574] : INFO : Epoch 1846 | loss: 0.031044 | val_loss: 0.0311474 | Time: 1189.3 ms [2021-09-10 06:50:08 main:574] : INFO : Epoch 1847 | loss: 0.0310428 | val_loss: 0.0311494 | Time: 1181 ms [2021-09-10 06:50:10 main:574] : INFO : Epoch 1848 | loss: 0.0310391 | val_loss: 0.0311368 | Time: 1182.02 ms [2021-09-10 06:50:11 main:574] : INFO : Epoch 1849 | loss: 0.0310453 | val_loss: 0.03113 | Time: 1177.16 ms [2021-09-10 06:50:12 main:574] : INFO : Epoch 1850 | loss: 0.0310404 | val_loss: 0.0311355 | Time: 1190.25 ms [2021-09-10 06:50:13 main:574] : INFO : Epoch 1851 | loss: 0.0310382 | val_loss: 0.031147 | Time: 1179.9 ms [2021-09-10 06:50:14 main:574] : INFO : Epoch 1852 | loss: 0.0310327 | val_loss: 0.0311413 | Time: 1183.65 ms [2021-09-10 06:50:16 main:574] : INFO : Epoch 1853 | loss: 0.031033 | val_loss: 0.0311606 | Time: 1179.43 ms [2021-09-10 06:50:17 main:574] : INFO : Epoch 1854 | loss: 0.031042 | val_loss: 0.0311471 | Time: 1194.87 ms [2021-09-10 06:50:18 main:574] : INFO : Epoch 1855 | loss: 0.0310454 | val_loss: 0.0311492 | Time: 1188.42 ms [2021-09-10 06:50:19 main:574] : INFO : Epoch 1856 | loss: 0.0310382 | val_loss: 0.0311368 | Time: 1182.66 ms [2021-09-10 06:50:20 main:574] : INFO : Epoch 1857 | loss: 0.0310347 | val_loss: 0.0311404 | Time: 1186.45 ms [2021-09-10 06:50:22 main:574] : INFO : Epoch 1858 | loss: 0.0310306 | val_loss: 0.0311429 | Time: 1182 ms [2021-09-10 06:50:23 main:574] : INFO : Epoch 1859 | loss: 0.0310295 | val_loss: 0.0311535 | Time: 1177.04 ms [2021-09-10 06:50:24 main:574] : INFO : Epoch 1860 | loss: 0.0310307 | val_loss: 0.0311396 | Time: 1185.51 ms [2021-09-10 06:50:25 main:574] : INFO : Epoch 1861 | loss: 0.0310299 | val_loss: 0.0311393 | Time: 1182.55 ms [2021-09-10 06:50:26 main:574] : INFO : Epoch 1862 | loss: 0.0310383 | val_loss: 0.0311475 | Time: 1183.1 ms [2021-09-10 06:50:27 main:574] : INFO : Epoch 1863 | loss: 0.0310366 | val_loss: 0.0311389 | Time: 1184.13 ms [2021-09-10 06:50:29 main:574] : INFO : Epoch 1864 | loss: 0.0310384 | val_loss: 0.0311449 | Time: 1183.66 ms [2021-09-10 06:50:30 main:574] : INFO : Epoch 1865 | loss: 0.0310449 | val_loss: 0.0311378 | Time: 1193.08 ms [2021-09-10 06:50:31 main:574] : INFO : Epoch 1866 | loss: 0.031047 | val_loss: 0.0311438 | Time: 1181.13 ms [2021-09-10 06:50:32 main:574] : INFO : Epoch 1867 | loss: 0.031038 | val_loss: 0.0311505 | Time: 1183.16 ms [2021-09-10 06:50:33 main:574] : INFO : Epoch 1868 | loss: 0.0310256 | val_loss: 0.0311453 | Time: 1176.11 ms [2021-09-10 06:50:35 main:574] : INFO : Epoch 1869 | loss: 0.0310276 | val_loss: 0.0311491 | Time: 1186.62 ms [2021-09-10 06:50:36 main:574] : INFO : Epoch 1870 | loss: 0.0310323 | val_loss: 0.0311433 | Time: 1183.1 ms [2021-09-10 06:50:37 main:574] : INFO : Epoch 1871 | loss: 0.0310319 | val_loss: 0.0311547 | Time: 1184.95 ms [2021-09-10 06:50:38 main:574] : INFO : Epoch 1872 | loss: 0.0310333 | val_loss: 0.0311513 | Time: 1180.96 ms [2021-09-10 06:50:39 main:574] : INFO : Epoch 1873 | loss: 0.0310506 | val_loss: 0.0311342 | Time: 1190.11 ms [2021-09-10 06:50:41 main:574] : INFO : Epoch 1874 | loss: 0.0310463 | val_loss: 0.0311345 | Time: 1188.7 ms [2021-09-10 06:50:42 main:574] : INFO : Epoch 1875 | loss: 0.0310421 | val_loss: 0.0311363 | Time: 1185.24 ms [2021-09-10 06:50:43 main:574] : INFO : Epoch 1876 | loss: 0.031042 | val_loss: 0.0311458 | Time: 1195.24 ms [2021-09-10 06:50:44 main:574] : INFO : Epoch 1877 | loss: 0.0310375 | val_loss: 0.0311401 | Time: 1189.84 ms [2021-09-10 06:50:45 main:574] : INFO : Epoch 1878 | loss: 0.031037 | val_loss: 0.0311452 | Time: 1174.93 ms [2021-09-10 06:50:47 main:574] : INFO : Epoch 1879 | loss: 0.0310422 | val_loss: 0.0311436 | Time: 1186.99 ms [2021-09-10 06:50:48 main:574] : INFO : Epoch 1880 | loss: 0.0310443 | val_loss: 0.0311458 | Time: 1176.04 ms [2021-09-10 06:50:49 main:574] : INFO : Epoch 1881 | loss: 0.0310362 | val_loss: 0.0311482 | Time: 1181.41 ms [2021-09-10 06:50:50 main:574] : INFO : Epoch 1882 | loss: 0.031031 | val_loss: 0.0311358 | Time: 1184.31 ms [2021-09-10 06:50:51 main:574] : INFO : Epoch 1883 | loss: 0.0310308 | val_loss: 0.0311353 | Time: 1178.51 ms [2021-09-10 06:50:52 main:574] : INFO : Epoch 1884 | loss: 0.0310305 | val_loss: 0.0311547 | Time: 1186.2 ms [2021-09-10 06:50:54 main:574] : INFO : Epoch 1885 | loss: 0.0310351 | val_loss: 0.0311384 | Time: 1185.96 ms [2021-09-10 06:50:55 main:574] : INFO : Epoch 1886 | loss: 0.0310332 | val_loss: 0.0311416 | Time: 1176.91 ms [2021-09-10 06:50:56 main:574] : INFO : Epoch 1887 | loss: 0.03103 | val_loss: 0.0311353 | Time: 1187.22 ms [2021-09-10 06:50:57 main:574] : INFO : Epoch 1888 | loss: 0.0310308 | val_loss: 0.0311454 | Time: 1182.91 ms [2021-09-10 06:50:58 main:574] : INFO : Epoch 1889 | loss: 0.0310283 | val_loss: 0.0311463 | Time: 1171.23 ms [2021-09-10 06:51:00 main:574] : INFO : Epoch 1890 | loss: 0.0310324 | val_loss: 0.031164 | Time: 1186.25 ms [2021-09-10 06:51:01 main:574] : INFO : Epoch 1891 | loss: 0.0310275 | val_loss: 0.0311401 | Time: 1181.83 ms [2021-09-10 06:51:02 main:574] : INFO : Epoch 1892 | loss: 0.0310287 | val_loss: 0.0311394 | Time: 1174 ms [2021-09-10 06:51:03 main:574] : INFO : Epoch 1893 | loss: 0.0310243 | val_loss: 0.031161 | Time: 1189.84 ms [2021-09-10 06:51:04 main:574] : INFO : Epoch 1894 | loss: 0.031022 | val_loss: 0.0311529 | Time: 1175.8 ms [2021-09-10 06:51:06 main:574] : INFO : Epoch 1895 | loss: 0.031022 | val_loss: 0.0311469 | Time: 1181.77 ms [2021-09-10 06:51:07 main:574] : INFO : Epoch 1896 | loss: 0.0310184 | val_loss: 0.03114 | Time: 1178.94 ms [2021-09-10 06:51:08 main:574] : INFO : Epoch 1897 | loss: 0.031028 | val_loss: 0.0311403 | Time: 1181.76 ms [2021-09-10 06:51:09 main:574] : INFO : Epoch 1898 | loss: 0.0310297 | val_loss: 0.0311392 | Time: 1186.83 ms [2021-09-10 06:51:10 main:574] : INFO : Epoch 1899 | loss: 0.0310331 | val_loss: 0.0311459 | Time: 1190.06 ms [2021-09-10 06:51:11 main:574] : INFO : Epoch 1900 | loss: 0.0310398 | val_loss: 0.0311484 | Time: 1181.7 ms [2021-09-10 06:51:13 main:574] : INFO : Epoch 1901 | loss: 0.0310335 | val_loss: 0.0311487 | Time: 1178.26 ms [2021-09-10 06:51:14 main:574] : INFO : Epoch 1902 | loss: 0.0310325 | val_loss: 0.0311463 | Time: 1169.6 ms [2021-09-10 06:51:15 main:574] : INFO : Epoch 1903 | loss: 0.0310401 | val_loss: 0.0311463 | Time: 1173.26 ms [2021-09-10 06:51:16 main:574] : INFO : Epoch 1904 | loss: 0.0310347 | val_loss: 0.0311498 | Time: 1191.27 ms [2021-09-10 06:51:17 main:574] : INFO : Epoch 1905 | loss: 0.031034 | val_loss: 0.0311513 | Time: 1177.2 ms [2021-09-10 06:51:19 main:574] : INFO : Epoch 1906 | loss: 0.0310382 | val_loss: 0.0311411 | Time: 1176.64 ms [2021-09-10 06:51:20 main:574] : INFO : Epoch 1907 | loss: 0.0310327 | val_loss: 0.0311365 | Time: 1174.71 ms [2021-09-10 06:51:21 main:574] : INFO : Epoch 1908 | loss: 0.0310304 | val_loss: 0.0311458 | Time: 1185.99 ms [2021-09-10 06:51:22 main:574] : INFO : Epoch 1909 | loss: 0.0310292 | val_loss: 0.0311403 | Time: 1184.83 ms [2021-09-10 06:51:23 main:574] : INFO : Epoch 1910 | loss: 0.03103 | val_loss: 0.0311266 | Time: 1185.99 ms [2021-09-10 06:51:24 main:574] : INFO : Epoch 1911 | loss: 0.0310291 | val_loss: 0.031144 | Time: 1173.59 ms [2021-09-10 06:51:26 main:574] : INFO : Epoch 1912 | loss: 0.0310334 | val_loss: 0.0311535 | Time: 1187.23 ms [2021-09-10 06:51:27 main:574] : INFO : Epoch 1913 | loss: 0.0310345 | val_loss: 0.0311474 | Time: 1184.49 ms [2021-09-10 06:51:28 main:574] : INFO : Epoch 1914 | loss: 0.0310297 | val_loss: 0.031156 | Time: 1175.27 ms [2021-09-10 06:51:29 main:574] : INFO : Epoch 1915 | loss: 0.031027 | val_loss: 0.0311441 | Time: 1182.43 ms [2021-09-10 06:51:30 main:574] : INFO : Epoch 1916 | loss: 0.0310253 | val_loss: 0.0311557 | Time: 1177.43 ms [2021-09-10 06:51:32 main:574] : INFO : Epoch 1917 | loss: 0.0310216 | val_loss: 0.0311433 | Time: 1176.28 ms [2021-09-10 06:51:33 main:574] : INFO : Epoch 1918 | loss: 0.0310289 | val_loss: 0.0311369 | Time: 1195.2 ms [2021-09-10 06:51:34 main:574] : INFO : Epoch 1919 | loss: 0.031031 | val_loss: 0.0311517 | Time: 1171.24 ms [2021-09-10 06:51:35 main:574] : INFO : Epoch 1920 | loss: 0.0310256 | val_loss: 0.0311583 | Time: 1176.23 ms [2021-09-10 06:51:36 main:574] : INFO : Epoch 1921 | loss: 0.0310245 | val_loss: 0.0311458 | Time: 1173.56 ms [2021-09-10 06:51:38 main:574] : INFO : Epoch 1922 | loss: 0.031096 | val_loss: 0.0311478 | Time: 1187.84 ms [2021-09-10 06:51:39 main:574] : INFO : Epoch 1923 | loss: 0.0311156 | val_loss: 0.0311338 | Time: 1179.44 ms [2021-09-10 06:51:40 main:574] : INFO : Epoch 1924 | loss: 0.0310969 | val_loss: 0.0311303 | Time: 1177.16 ms [2021-09-10 06:51:41 main:574] : INFO : Epoch 1925 | loss: 0.0310832 | val_loss: 0.0311444 | Time: 1183.58 ms [2021-09-10 06:51:42 main:574] : INFO : Epoch 1926 | loss: 0.0310743 | val_loss: 0.0311376 | Time: 1190.61 ms [2021-09-10 06:51:43 main:574] : INFO : Epoch 1927 | loss: 0.0310681 | val_loss: 0.0311456 | Time: 1185.01 ms [2021-09-10 06:51:45 main:574] : INFO : Epoch 1928 | loss: 0.0310629 | val_loss: 0.0311346 | Time: 1176.37 ms [2021-09-10 06:51:46 main:574] : INFO : Epoch 1929 | loss: 0.0310547 | val_loss: 0.0311533 | Time: 1184.61 ms [2021-09-10 06:51:47 main:574] : INFO : Epoch 1930 | loss: 0.031051 | val_loss: 0.031153 | Time: 1177.36 ms [2021-09-10 06:51:48 main:574] : INFO : Epoch 1931 | loss: 0.031048 | val_loss: 0.031157 | Time: 1190.01 ms [2021-09-10 06:51:49 main:574] : INFO : Epoch 1932 | loss: 0.0310458 | val_loss: 0.0311527 | Time: 1169.59 ms [2021-09-10 06:51:51 main:574] : INFO : Epoch 1933 | loss: 0.0310898 | val_loss: 0.0311331 | Time: 1180.72 ms [2021-09-10 06:51:52 main:574] : INFO : Epoch 1934 | loss: 0.031085 | val_loss: 0.0311291 | Time: 1176.43 ms [2021-09-10 06:51:53 main:574] : INFO : Epoch 1935 | loss: 0.0310713 | val_loss: 0.0311228 | Time: 1177.51 ms [2021-09-10 06:51:54 main:574] : INFO : Epoch 1936 | loss: 0.0310688 | val_loss: 0.0311412 | Time: 1178.52 ms [2021-09-10 06:51:55 main:574] : INFO : Epoch 1937 | loss: 0.0310684 | val_loss: 0.031134 | Time: 1176.92 ms [2021-09-10 06:51:57 main:574] : INFO : Epoch 1938 | loss: 0.0310696 | val_loss: 0.0311263 | Time: 1180.08 ms [2021-09-10 06:51:58 main:574] : INFO : Epoch 1939 | loss: 0.0310636 | val_loss: 0.0311381 | Time: 1180.09 ms [2021-09-10 06:51:59 main:574] : INFO : Epoch 1940 | loss: 0.0310577 | val_loss: 0.0311357 | Time: 1172.76 ms [2021-09-10 06:52:00 main:574] : INFO : Epoch 1941 | loss: 0.0310554 | val_loss: 0.0311422 | Time: 1183.44 ms [2021-09-10 06:52:01 main:574] : INFO : Epoch 1942 | loss: 0.0310513 | val_loss: 0.0311349 | Time: 1179.52 ms [2021-09-10 06:52:02 main:574] : INFO : Epoch 1943 | loss: 0.0310484 | val_loss: 0.031146 | Time: 1177.39 ms [2021-09-10 06:52:04 main:574] : INFO : Epoch 1944 | loss: 0.0310462 | val_loss: 0.0311317 | Time: 1177.57 ms [2021-09-10 06:52:05 main:574] : INFO : Epoch 1945 | loss: 0.031049 | val_loss: 0.0311445 | Time: 1176.25 ms [2021-09-10 06:52:06 main:574] : INFO : Epoch 1946 | loss: 0.0310854 | val_loss: 0.0311406 | Time: 1179.32 ms [2021-09-10 06:52:07 main:574] : INFO : Epoch 1947 | loss: 0.0310935 | val_loss: 0.0311359 | Time: 1178.42 ms [2021-09-10 06:52:08 main:574] : INFO : Epoch 1948 | loss: 0.0310829 | val_loss: 0.0311421 | Time: 1187.19 ms [2021-09-10 06:52:10 main:574] : INFO : Epoch 1949 | loss: 0.0310723 | val_loss: 0.0311385 | Time: 1180.46 ms [2021-09-10 06:52:11 main:574] : INFO : Epoch 1950 | loss: 0.0310655 | val_loss: 0.0311274 | Time: 1181.25 ms [2021-09-10 06:52:12 main:574] : INFO : Epoch 1951 | loss: 0.0310593 | val_loss: 0.0311446 | Time: 1186.22 ms [2021-09-10 06:52:13 main:574] : INFO : Epoch 1952 | loss: 0.0310556 | val_loss: 0.0311331 | Time: 1177.77 ms [2021-09-10 06:52:14 main:574] : INFO : Epoch 1953 | loss: 0.0310538 | val_loss: 0.0311369 | Time: 1181.23 ms [2021-09-10 06:52:16 main:574] : INFO : Epoch 1954 | loss: 0.0310528 | val_loss: 0.0311425 | Time: 1185.09 ms [2021-09-10 06:52:17 main:574] : INFO : Epoch 1955 | loss: 0.0310551 | val_loss: 0.0311409 | Time: 1182.55 ms [2021-09-10 06:52:18 main:574] : INFO : Epoch 1956 | loss: 0.0310576 | val_loss: 0.031135 | Time: 1184.23 ms [2021-09-10 06:52:19 main:574] : INFO : Epoch 1957 | loss: 0.0310601 | val_loss: 0.0311273 | Time: 1174.91 ms [2021-09-10 06:52:20 main:574] : INFO : Epoch 1958 | loss: 0.0310734 | val_loss: 0.0311288 | Time: 1185.96 ms [2021-09-10 06:52:21 main:574] : INFO : Epoch 1959 | loss: 0.0310679 | val_loss: 0.0311378 | Time: 1194.27 ms [2021-09-10 06:52:23 main:574] : INFO : Epoch 1960 | loss: 0.0310598 | val_loss: 0.031125 | Time: 1176.15 ms [2021-09-10 06:52:24 main:574] : INFO : Epoch 1961 | loss: 0.031053 | val_loss: 0.031137 | Time: 1176 ms [2021-09-10 06:52:25 main:574] : INFO : Epoch 1962 | loss: 0.0310468 | val_loss: 0.0311535 | Time: 1188 ms [2021-09-10 06:52:26 main:574] : INFO : Epoch 1963 | loss: 0.0310498 | val_loss: 0.0311375 | Time: 1187.34 ms [2021-09-10 06:52:27 main:574] : INFO : Epoch 1964 | loss: 0.0310459 | val_loss: 0.0311403 | Time: 1185.77 ms [2021-09-10 06:52:29 main:574] : INFO : Epoch 1965 | loss: 0.0310455 | val_loss: 0.0311351 | Time: 1179.17 ms [2021-09-10 06:52:30 main:574] : INFO : Epoch 1966 | loss: 0.0310433 | val_loss: 0.0311357 | Time: 1186.5 ms [2021-09-10 06:52:31 main:574] : INFO : Epoch 1967 | loss: 0.0310439 | val_loss: 0.0311345 | Time: 1186.42 ms [2021-09-10 06:52:32 main:574] : INFO : Epoch 1968 | loss: 0.0310428 | val_loss: 0.0311589 | Time: 1179.44 ms [2021-09-10 06:52:33 main:574] : INFO : Epoch 1969 | loss: 0.0310466 | val_loss: 0.0311499 | Time: 1189.58 ms [2021-09-10 06:52:35 main:574] : INFO : Epoch 1970 | loss: 0.0310409 | val_loss: 0.0311437 | Time: 1183.42 ms [2021-09-10 06:52:36 main:574] : INFO : Epoch 1971 | loss: 0.0310405 | val_loss: 0.0311292 | Time: 1188.31 ms [2021-09-10 06:52:37 main:574] : INFO : Epoch 1972 | loss: 0.0310466 | val_loss: 0.0311409 | Time: 1174.64 ms [2021-09-10 06:52:38 main:574] : INFO : Epoch 1973 | loss: 0.0310449 | val_loss: 0.0311474 | Time: 1178.04 ms [2021-09-10 06:52:39 main:574] : INFO : Epoch 1974 | loss: 0.0310394 | val_loss: 0.0311437 | Time: 1186.12 ms [2021-09-10 06:52:40 main:574] : INFO : Epoch 1975 | loss: 0.0310338 | val_loss: 0.0311372 | Time: 1177.64 ms [2021-09-10 06:52:42 main:574] : INFO : Epoch 1976 | loss: 0.031037 | val_loss: 0.0311473 | Time: 1180.64 ms [2021-09-10 06:52:43 main:574] : INFO : Epoch 1977 | loss: 0.0310441 | val_loss: 0.0311273 | Time: 1181.92 ms [2021-09-10 06:52:44 main:574] : INFO : Epoch 1978 | loss: 0.0310439 | val_loss: 0.0311366 | Time: 1174.63 ms [2021-09-10 06:52:45 main:574] : INFO : Epoch 1979 | loss: 0.031039 | val_loss: 0.0311381 | Time: 1177.57 ms [2021-09-10 06:52:46 main:574] : INFO : Epoch 1980 | loss: 0.0310486 | val_loss: 0.0311398 | Time: 1179.64 ms [2021-09-10 06:52:48 main:574] : INFO : Epoch 1981 | loss: 0.0310502 | val_loss: 0.0311389 | Time: 1183.8 ms [2021-09-10 06:52:49 main:574] : INFO : Epoch 1982 | loss: 0.03104 | val_loss: 0.0311417 | Time: 1190.2 ms [2021-09-10 06:52:50 main:574] : INFO : Epoch 1983 | loss: 0.0310412 | val_loss: 0.0311379 | Time: 1180.15 ms [2021-09-10 06:52:51 main:574] : INFO : Epoch 1984 | loss: 0.0310349 | val_loss: 0.0311422 | Time: 1182.59 ms [2021-09-10 06:52:52 main:574] : INFO : Epoch 1985 | loss: 0.0310376 | val_loss: 0.0311457 | Time: 1189.31 ms [2021-09-10 06:52:54 main:574] : INFO : Epoch 1986 | loss: 0.0310401 | val_loss: 0.0311543 | Time: 1178.99 ms [2021-09-10 06:52:55 main:574] : INFO : Epoch 1987 | loss: 0.0310395 | val_loss: 0.0311434 | Time: 1179.44 ms [2021-09-10 06:52:56 main:574] : INFO : Epoch 1988 | loss: 0.0310454 | val_loss: 0.0311622 | Time: 1175.88 ms [2021-09-10 06:52:57 main:574] : INFO : Epoch 1989 | loss: 0.0310409 | val_loss: 0.0311392 | Time: 1175.56 ms [2021-09-10 06:52:58 main:574] : INFO : Epoch 1990 | loss: 0.0310418 | val_loss: 0.0311592 | Time: 1174.14 ms [2021-09-10 06:52:59 main:574] : INFO : Epoch 1991 | loss: 0.031035 | val_loss: 0.031156 | Time: 1187.09 ms [2021-09-10 06:53:01 main:574] : INFO : Epoch 1992 | loss: 0.0310331 | val_loss: 0.0311485 | Time: 1182.28 ms [2021-09-10 06:53:02 main:574] : INFO : Epoch 1993 | loss: 0.0310395 | val_loss: 0.031145 | Time: 1176.91 ms [2021-09-10 06:53:03 main:574] : INFO : Epoch 1994 | loss: 0.0310503 | val_loss: 0.0311311 | Time: 1181.35 ms [2021-09-10 06:53:04 main:574] : INFO : Epoch 1995 | loss: 0.0310731 | val_loss: 0.0311279 | Time: 1179.01 ms [2021-09-10 06:53:05 main:574] : INFO : Epoch 1996 | loss: 0.0310673 | val_loss: 0.0311402 | Time: 1183.77 ms [2021-09-10 06:53:07 main:574] : INFO : Epoch 1997 | loss: 0.0310593 | val_loss: 0.0311439 | Time: 1184.84 ms [2021-09-10 06:53:08 main:574] : INFO : Epoch 1998 | loss: 0.0310551 | val_loss: 0.0311412 | Time: 1179.02 ms [2021-09-10 06:53:09 main:574] : INFO : Epoch 1999 | loss: 0.0310492 | val_loss: 0.0311308 | Time: 1183.79 ms [2021-09-10 06:53:10 main:574] : INFO : Epoch 2000 | loss: 0.0310449 | val_loss: 0.0311424 | Time: 1180.49 ms [2021-09-10 06:53:11 main:574] : INFO : Epoch 2001 | loss: 0.0310482 | val_loss: 0.0311523 | Time: 1176.9 ms [2021-09-10 06:53:12 main:574] : INFO : Epoch 2002 | loss: 0.0310483 | val_loss: 0.0311356 | Time: 1184.32 ms [2021-09-10 06:53:14 main:574] : INFO : Epoch 2003 | loss: 0.0310428 | val_loss: 0.0311368 | Time: 1179.69 ms [2021-09-10 06:53:15 main:574] : INFO : Epoch 2004 | loss: 0.0310412 | val_loss: 0.031139 | Time: 1180.13 ms [2021-09-10 06:53:16 main:574] : INFO : Epoch 2005 | loss: 0.031041 | val_loss: 0.0311351 | Time: 1193.31 ms [2021-09-10 06:53:17 main:574] : INFO : Epoch 2006 | loss: 0.0310392 | val_loss: 0.0311442 | Time: 1179.19 ms [2021-09-10 06:53:18 main:574] : INFO : Epoch 2007 | loss: 0.0310364 | val_loss: 0.0311514 | Time: 1189.92 ms [2021-09-10 06:53:20 main:574] : INFO : Epoch 2008 | loss: 0.0310417 | val_loss: 0.0311484 | Time: 1181.77 ms [2021-09-10 06:53:21 main:574] : INFO : Epoch 2009 | loss: 0.0310376 | val_loss: 0.0311414 | Time: 1176.35 ms [2021-09-10 06:53:22 main:574] : INFO : Epoch 2010 | loss: 0.0310339 | val_loss: 0.0311488 | Time: 1184.39 ms [2021-09-10 06:53:23 main:574] : INFO : Epoch 2011 | loss: 0.0310345 | val_loss: 0.0311479 | Time: 1181.37 ms [2021-09-10 06:53:24 main:574] : INFO : Epoch 2012 | loss: 0.0310366 | val_loss: 0.0311507 | Time: 1175.02 ms [2021-09-10 06:53:26 main:574] : INFO : Epoch 2013 | loss: 0.0310454 | val_loss: 0.0311334 | Time: 1177.92 ms [2021-09-10 06:53:27 main:574] : INFO : Epoch 2014 | loss: 0.0310545 | val_loss: 0.0311499 | Time: 1174.43 ms [2021-09-10 06:53:28 main:574] : INFO : Epoch 2015 | loss: 0.0310472 | val_loss: 0.031141 | Time: 1190.31 ms [2021-09-10 06:53:29 main:574] : INFO : Epoch 2016 | loss: 0.0310454 | val_loss: 0.0311586 | Time: 1178.55 ms [2021-09-10 06:53:30 main:574] : INFO : Epoch 2017 | loss: 0.0310446 | val_loss: 0.0311562 | Time: 1184.85 ms [2021-09-10 06:53:31 main:574] : INFO : Epoch 2018 | loss: 0.0310481 | val_loss: 0.0311467 | Time: 1178.5 ms [2021-09-10 06:53:33 main:574] : INFO : Epoch 2019 | loss: 0.0310397 | val_loss: 0.031151 | Time: 1182.64 ms [2021-09-10 06:53:34 main:574] : INFO : Epoch 2020 | loss: 0.031042 | val_loss: 0.0311579 | Time: 1179.5 ms [2021-09-10 06:53:35 main:574] : INFO : Epoch 2021 | loss: 0.0310345 | val_loss: 0.0311462 | Time: 1181.92 ms [2021-09-10 06:53:36 main:574] : INFO : Epoch 2022 | loss: 0.031059 | val_loss: 0.031133 | Time: 1184.23 ms [2021-09-10 06:53:37 main:574] : INFO : Epoch 2023 | loss: 0.0310702 | val_loss: 0.0311403 | Time: 1193.7 ms [2021-09-10 06:53:39 main:574] : INFO : Epoch 2024 | loss: 0.0310555 | val_loss: 0.031148 | Time: 1184.14 ms [2021-09-10 06:53:40 main:574] : INFO : Epoch 2025 | loss: 0.0310476 | val_loss: 0.0311379 | Time: 1183.35 ms [2021-09-10 06:53:41 main:574] : INFO : Epoch 2026 | loss: 0.0310407 | val_loss: 0.0311494 | Time: 1188.68 ms [2021-09-10 06:53:42 main:574] : INFO : Epoch 2027 | loss: 0.0310392 | val_loss: 0.0311396 | Time: 1180.43 ms [2021-09-10 06:53:43 main:574] : INFO : Epoch 2028 | loss: 0.0310412 | val_loss: 0.0311398 | Time: 1186.49 ms [2021-09-10 06:53:45 main:574] : INFO : Epoch 2029 | loss: 0.0310357 | val_loss: 0.0311539 | Time: 1188.44 ms [2021-09-10 06:53:46 main:574] : INFO : Epoch 2030 | loss: 0.0310392 | val_loss: 0.0311404 | Time: 1171.12 ms [2021-09-10 06:53:47 main:574] : INFO : Epoch 2031 | loss: 0.031033 | val_loss: 0.031144 | Time: 1181.94 ms [2021-09-10 06:53:48 main:574] : INFO : Epoch 2032 | loss: 0.0310298 | val_loss: 0.03114 | Time: 1177.9 ms [2021-09-10 06:53:49 main:574] : INFO : Epoch 2033 | loss: 0.0310315 | val_loss: 0.0311399 | Time: 1182.95 ms [2021-09-10 06:53:50 main:574] : INFO : Epoch 2034 | loss: 0.0310311 | val_loss: 0.0311424 | Time: 1173.55 ms [2021-09-10 06:53:52 main:574] : INFO : Epoch 2035 | loss: 0.0310331 | val_loss: 0.0311445 | Time: 1170.63 ms [2021-09-10 06:53:53 main:574] : INFO : Epoch 2036 | loss: 0.0310464 | val_loss: 0.0311293 | Time: 1177.28 ms [2021-09-10 06:53:54 main:574] : INFO : Epoch 2037 | loss: 0.0310433 | val_loss: 0.0311451 | Time: 1167.42 ms [2021-09-10 06:53:55 main:574] : INFO : Epoch 2038 | loss: 0.0310338 | val_loss: 0.0311486 | Time: 1167.55 ms [2021-09-10 06:53:56 main:574] : INFO : Epoch 2039 | loss: 0.0310417 | val_loss: 0.031131 | Time: 1186.65 ms [2021-09-10 06:53:58 main:574] : INFO : Epoch 2040 | loss: 0.0310414 | val_loss: 0.0311371 | Time: 1181.89 ms [2021-09-10 06:53:59 main:574] : INFO : Epoch 2041 | loss: 0.0310372 | val_loss: 0.0311507 | Time: 1178.81 ms [2021-09-10 06:54:00 main:574] : INFO : Epoch 2042 | loss: 0.031035 | val_loss: 0.0311469 | Time: 1179.74 ms [2021-09-10 06:54:01 main:574] : INFO : Epoch 2043 | loss: 0.0310367 | val_loss: 0.0311518 | Time: 1182.23 ms [2021-09-10 06:54:02 main:574] : INFO : Epoch 2044 | loss: 0.0310391 | val_loss: 0.0311512 | Time: 1191.91 ms [2021-09-10 06:54:04 main:574] : INFO : Epoch 2045 | loss: 0.0310324 | val_loss: 0.0311549 | Time: 1185.87 ms [2021-09-10 06:54:05 main:574] : INFO : Epoch 2046 | loss: 0.0310375 | val_loss: 0.0311495 | Time: 1177.87 ms [2021-09-10 06:54:06 main:574] : INFO : Epoch 2047 | loss: 0.0310334 | val_loss: 0.0311413 | Time: 1184.19 ms [2021-09-10 06:54:07 main:574] : INFO : Epoch 2048 | loss: 0.0310403 | val_loss: 0.0311373 | Time: 1173.23 ms [2021-09-10 06:54:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311373 [2021-09-10 06:54:07 main:603] : INFO : Saving end state to config to file [2021-09-10 06:54:07 main:608] : INFO : Success, exiting.. 06:54:07 (4876): 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)