Task 7367775
| Name | ParityModified-1631729985-8219-0_0 |
| Workunit | 5043881 |
| Created | 15 Sep 2021, 18:19:47 UTC |
| Sent | 16 Sep 2021, 15:48:54 UTC |
| Report deadline | 24 Sep 2021, 15:48:54 UTC |
| Received | 17 Sep 2021, 0:05:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 57 min 55 sec |
| CPU time | 52 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1619 | loss: 0.0312439 | val_loss: 0.0312431 | Time: 1559.27 ms [2021-09-16 18:43:39 main:574] : INFO : Epoch 1620 | loss: 0.0312429 | val_loss: 0.0312435 | Time: 1569.87 ms [2021-09-16 18:43:41 main:574] : INFO : Epoch 1621 | loss: 0.0312431 | val_loss: 0.031243 | Time: 1556.3 ms [2021-09-16 18:43:45 main:574] : INFO : Epoch 1622 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 1550.73 ms [2021-09-16 18:43:46 main:574] : INFO : Epoch 1623 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 1509.16 ms [2021-09-16 18:43:48 main:574] : INFO : Epoch 1624 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1537.05 ms [2021-09-16 18:43:49 main:574] : INFO : Epoch 1625 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 1583.71 ms [2021-09-16 18:43:51 main:574] : INFO : Epoch 1626 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 1586.1 ms [2021-09-16 18:43:53 main:574] : INFO : Epoch 1627 | loss: 0.0312417 | val_loss: 0.0312433 | Time: 1561.35 ms [2021-09-16 18:43:54 main:574] : INFO : Epoch 1628 | loss: 0.0312429 | val_loss: 0.0312456 | Time: 1529.91 ms [2021-09-16 18:43:56 main:574] : INFO : Epoch 1629 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 1501.03 ms [2021-09-16 18:43:58 main:574] : INFO : Epoch 1630 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 1631.79 ms [2021-09-16 18:43:59 main:574] : INFO : Epoch 1631 | loss: 0.0312414 | val_loss: 0.0312423 | Time: 1621 ms [2021-09-16 18:44:01 main:574] : INFO : Epoch 1632 | loss: 0.0312414 | val_loss: 0.0312426 | Time: 1588.21 ms [2021-09-16 18:44:03 main:574] : INFO : Epoch 1633 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 1564.58 ms [2021-09-16 18:44:04 main:574] : INFO : Epoch 1634 | loss: 0.0312412 | val_loss: 0.0312419 | Time: 1530.18 ms [2021-09-16 18:44:06 main:574] : INFO : Epoch 1635 | loss: 0.0312416 | val_loss: 0.0312414 | Time: 1528.43 ms [2021-09-16 18:44:08 main:574] : INFO : Epoch 1636 | loss: 0.0312417 | val_loss: 0.0312413 | Time: 1560.01 ms [2021-09-16 18:44:09 main:574] : INFO : Epoch 1637 | loss: 0.0312421 | val_loss: 0.031241 | Time: 1594.11 ms [2021-09-16 18:44:11 main:574] : INFO : Epoch 1638 | loss: 0.0312414 | val_loss: 0.0312411 | Time: 1574.35 ms [2021-09-16 18:44:13 main:574] : INFO : Epoch 1639 | loss: 0.0312425 | val_loss: 0.0312436 | Time: 1553.11 ms [2021-09-16 18:44:14 main:574] : INFO : Epoch 1640 | loss: 0.0312436 | val_loss: 0.0312433 | Time: 1513.23 ms [2021-09-16 18:44:16 main:574] : INFO : Epoch 1641 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 1535.89 ms [2021-09-16 18:44:18 main:574] : INFO : Epoch 1642 | loss: 0.031243 | val_loss: 0.0312431 | Time: 1568.47 ms [2021-09-16 18:44:19 main:574] : INFO : Epoch 1643 | loss: 0.0312428 | val_loss: 0.0312429 | Time: 1593.86 ms [2021-09-16 18:44:21 main:574] : INFO : Epoch 1644 | loss: 0.031243 | val_loss: 0.0312418 | Time: 1562.53 ms [2021-09-16 18:44:22 main:574] : INFO : Epoch 1645 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 1507.78 ms [2021-09-16 18:44:24 main:574] : INFO : Epoch 1646 | loss: 0.0312422 | val_loss: 0.031242 | Time: 1531.32 ms [2021-09-16 18:44:26 main:574] : INFO : Epoch 1647 | loss: 0.0312416 | val_loss: 0.0312417 | Time: 1551.07 ms [2021-09-16 18:44:27 main:574] : INFO : Epoch 1648 | loss: 0.0312415 | val_loss: 0.0312416 | Time: 1560.94 ms [2021-09-16 18:44:29 main:574] : INFO : Epoch 1649 | loss: 0.0312422 | val_loss: 0.031245 | Time: 1593.96 ms [2021-09-16 18:44:31 main:574] : INFO : Epoch 1650 | loss: 0.0312422 | val_loss: 0.031241 | Time: 1513.99 ms [2021-09-16 18:44:32 main:574] : INFO : Epoch 1651 | loss: 0.031241 | val_loss: 0.0312411 | Time: 1525.14 ms [2021-09-16 18:44:34 main:574] : INFO : Epoch 1652 | loss: 0.0312415 | val_loss: 0.0312413 | Time: 1550.76 ms [2021-09-16 18:44:35 main:574] : INFO : Epoch 1653 | loss: 0.0312419 | val_loss: 0.0312427 | Time: 1583.97 ms [2021-09-16 18:44:37 main:574] : INFO : Epoch 1654 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 1598.57 ms [2021-09-16 18:44:39 main:574] : INFO : Epoch 1655 | loss: 0.0312415 | val_loss: 0.0312433 | Time: 1548.23 ms [2021-09-16 18:44:40 main:574] : INFO : Epoch 1656 | loss: 0.0312405 | val_loss: 0.0312414 | Time: 1533.03 ms [2021-09-16 18:44:42 main:574] : INFO : Epoch 1657 | loss: 0.0312405 | val_loss: 0.0312427 | Time: 1526.03 ms [2021-09-16 18:44:44 main:574] : INFO : Epoch 1658 | loss: 0.0312402 | val_loss: 0.0312415 | Time: 1576.2 ms [2021-09-16 18:44:45 main:574] : INFO : Epoch 1659 | loss: 0.0312406 | val_loss: 0.0312411 | Time: 1568.08 ms [2021-09-16 18:44:47 main:574] : INFO : Epoch 1660 | loss: 0.0312423 | val_loss: 0.0312401 | Time: 1537.05 ms [2021-09-16 18:44:49 main:574] : INFO : Epoch 1661 | loss: 0.0312408 | val_loss: 0.0312421 | Time: 1548.22 ms [2021-09-16 18:44:50 main:574] : INFO : Epoch 1662 | loss: 0.0312414 | val_loss: 0.031241 | Time: 1539.73 ms [2021-09-16 18:44:52 main:574] : INFO : Epoch 1663 | loss: 0.03124 | val_loss: 0.0312398 | Time: 1584.09 ms [2021-09-16 18:44:53 main:574] : INFO : Epoch 1664 | loss: 0.0312397 | val_loss: 0.0312408 | Time: 1589.93 ms [2021-09-16 18:44:55 main:574] : INFO : Epoch 1665 | loss: 0.0312402 | val_loss: 0.0312388 | Time: 1551.18 ms [2021-09-16 18:44:57 main:574] : INFO : Epoch 1666 | loss: 0.0312402 | val_loss: 0.0312386 | Time: 1523.04 ms [2021-09-16 18:44:58 main:574] : INFO : Epoch 1667 | loss: 0.0312398 | val_loss: 0.0312394 | Time: 1585.93 ms [2021-09-16 18:45:00 main:574] : INFO : Epoch 1668 | loss: 0.0312394 | val_loss: 0.0312396 | Time: 1569.02 ms [2021-09-16 18:45:02 main:574] : INFO : Epoch 1669 | loss: 0.0312388 | val_loss: 0.0312389 | Time: 1576.49 ms [2021-09-16 18:45:03 main:574] : INFO : Epoch 1670 | loss: 0.0312385 | val_loss: 0.0312393 | Time: 1581.24 ms [2021-09-16 18:45:05 main:574] : INFO : Epoch 1671 | loss: 0.0312381 | val_loss: 0.0312404 | Time: 1512.08 ms [2021-09-16 18:45:06 main:574] : INFO : Epoch 1672 | loss: 0.0312382 | val_loss: 0.0312384 | Time: 1513.54 ms [2021-09-16 18:45:08 main:574] : INFO : Epoch 1673 | loss: 0.031237 | val_loss: 0.0312383 | Time: 1546.45 ms [2021-09-16 18:45:10 main:574] : INFO : Epoch 1674 | loss: 0.0312368 | val_loss: 0.0312382 | Time: 1588.01 ms [2021-09-16 18:45:11 main:574] : INFO : Epoch 1675 | loss: 0.0312381 | val_loss: 0.0312418 | Time: 1601.77 ms [2021-09-16 18:45:13 main:574] : INFO : Epoch 1676 | loss: 0.0312384 | val_loss: 0.03124 | Time: 1515.35 ms [2021-09-16 18:45:15 main:574] : INFO : Epoch 1677 | loss: 0.0312373 | val_loss: 0.0312394 | Time: 1524.89 ms [2021-09-16 18:45:16 main:574] : INFO : Epoch 1678 | loss: 0.0312382 | val_loss: 0.0312385 | Time: 1595.11 ms [2021-09-16 18:45:18 main:574] : INFO : Epoch 1679 | loss: 0.031239 | val_loss: 0.0312389 | Time: 1585.5 ms [2021-09-16 18:45:20 main:574] : INFO : Epoch 1680 | loss: 0.0312361 | val_loss: 0.0312384 | Time: 1565.6 ms [2021-09-16 18:45:22 main:574] : INFO : Epoch 1681 | loss: 0.0312359 | val_loss: 0.0312388 | Time: 1549.88 ms [2021-09-16 18:45:23 main:574] : INFO : Epoch 1682 | loss: 0.0312352 | val_loss: 0.0312382 | Time: 1556.01 ms [2021-09-16 18:45:25 main:574] : INFO : Epoch 1683 | loss: 0.0312363 | val_loss: 0.0312371 | Time: 1498.13 ms [2021-09-16 18:45:26 main:574] : INFO : Epoch 1684 | loss: 0.0312382 | val_loss: 0.0312381 | Time: 1541.43 ms [2021-09-16 18:45:28 main:574] : INFO : Epoch 1685 | loss: 0.0312356 | val_loss: 0.0312365 | Time: 1600.26 ms [2021-09-16 18:45:30 main:574] : INFO : Epoch 1686 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 1585.4 ms [2021-09-16 18:45:31 main:574] : INFO : Epoch 1687 | loss: 0.0312359 | val_loss: 0.0312364 | Time: 1540.62 ms [2021-09-16 18:45:33 main:574] : INFO : Epoch 1688 | loss: 0.0312364 | val_loss: 0.0312423 | Time: 1497.47 ms [2021-09-16 18:45:35 main:574] : INFO : Epoch 1689 | loss: 0.0312355 | val_loss: 0.031236 | Time: 1530.18 ms [2021-09-16 18:45:36 main:574] : INFO : Epoch 1690 | loss: 0.0312335 | val_loss: 0.0312357 | Time: 1553.88 ms [2021-09-16 18:45:38 main:574] : INFO : Epoch 1691 | loss: 0.0312333 | val_loss: 0.03124 | Time: 1616.76 ms [2021-09-16 18:45:40 main:574] : INFO : Epoch 1692 | loss: 0.0312345 | val_loss: 0.0312367 | Time: 1595.08 ms [2021-09-16 18:45:41 main:574] : INFO : Epoch 1693 | loss: 0.0312339 | val_loss: 0.0312366 | Time: 1521.56 ms [2021-09-16 18:45:43 main:574] : INFO : Epoch 1694 | loss: 0.0312327 | val_loss: 0.031239 | Time: 1517.37 ms [2021-09-16 18:45:44 main:574] : INFO : Epoch 1695 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 1559.85 ms [2021-09-16 18:45:46 main:574] : INFO : Epoch 1696 | loss: 0.0312332 | val_loss: 0.0312344 | Time: 1614.06 ms [2021-09-16 18:45:48 main:574] : INFO : Epoch 1697 | loss: 0.031233 | val_loss: 0.0312375 | Time: 1572.74 ms [2021-09-16 18:45:49 main:574] : INFO : Epoch 1698 | loss: 0.0312371 | val_loss: 0.0312356 | Time: 1536.53 ms [2021-09-16 18:45:51 main:574] : INFO : Epoch 1699 | loss: 0.031231 | val_loss: 0.0312345 | Time: 1524.77 ms [2021-09-16 18:45:53 main:574] : INFO : Epoch 1700 | loss: 0.0312305 | val_loss: 0.0312332 | Time: 1544.65 ms [2021-09-16 18:45:54 main:574] : INFO : Epoch 1701 | loss: 0.0312298 | val_loss: 0.0312332 | Time: 1564.49 ms [2021-09-16 18:45:56 main:574] : INFO : Epoch 1702 | loss: 0.0312307 | val_loss: 0.0312348 | Time: 1600.68 ms [2021-09-16 18:45:58 main:574] : INFO : Epoch 1703 | loss: 0.031232 | val_loss: 0.031234 | Time: 1580.76 ms [2021-09-16 18:45:59 main:574] : INFO : Epoch 1704 | loss: 0.0312314 | val_loss: 0.0312318 | Time: 1604.36 ms [2021-09-16 18:46:01 main:574] : INFO : Epoch 1705 | loss: 0.0312302 | val_loss: 0.0312351 | Time: 1511.84 ms [2021-09-16 18:46:03 main:574] : INFO : Epoch 1706 | loss: 0.0312307 | val_loss: 0.0312333 | Time: 1520.3 ms [2021-09-16 18:46:04 main:574] : INFO : Epoch 1707 | loss: 0.0312297 | val_loss: 0.0312327 | Time: 1582.31 ms [2021-09-16 18:46:06 main:574] : INFO : Epoch 1708 | loss: 0.0312307 | val_loss: 0.0312405 | Time: 1586.8 ms [2021-09-16 18:46:08 main:574] : INFO : Epoch 1709 | loss: 0.0312331 | val_loss: 0.0312332 | Time: 1560.72 ms [2021-09-16 18:46:09 main:574] : INFO : Epoch 1710 | loss: 0.0312302 | val_loss: 0.0312308 | Time: 1504.28 ms [2021-09-16 18:46:11 main:574] : INFO : Epoch 1711 | loss: 0.0312272 | val_loss: 0.0312297 | Time: 1523.35 ms [2021-09-16 18:46:12 main:574] : INFO : Epoch 1712 | loss: 0.0312277 | val_loss: 0.0312323 | Time: 1580.76 ms [2021-09-16 18:46:14 main:574] : INFO : Epoch 1713 | loss: 0.0312288 | val_loss: 0.031234 | Time: 1611.02 ms [2021-09-16 18:46:16 main:574] : INFO : Epoch 1714 | loss: 0.0312266 | val_loss: 0.0312313 | Time: 1539.59 ms [2021-09-16 18:46:17 main:574] : INFO : Epoch 1715 | loss: 0.0312275 | val_loss: 0.0312274 | Time: 1533.17 ms [2021-09-16 18:46:19 main:574] : INFO : Epoch 1716 | loss: 0.0312246 | val_loss: 0.0312273 | Time: 1538.46 ms [2021-09-16 18:46:20 main:574] : INFO : Epoch 1717 | loss: 0.0312272 | val_loss: 0.0312282 | Time: 1584 ms [2021-09-16 18:46:22 main:574] : INFO : Epoch 1718 | loss: 0.0312253 | val_loss: 0.0312273 | Time: 1604.63 ms [2021-09-16 18:46:24 main:574] : INFO : Epoch 1719 | loss: 0.0312235 | val_loss: 0.0312254 | Time: 1511.5 ms [2021-09-16 18:46:25 main:574] : INFO : Epoch 1720 | loss: 0.0312264 | val_loss: 0.0312503 | Time: 1516.82 ms [2021-09-16 18:46:27 main:574] : INFO : Epoch 1721 | loss: 0.0312279 | val_loss: 0.03123 | Time: 1558.33 ms [2021-09-16 18:46:28 main:574] : INFO : Epoch 1722 | loss: 0.0312277 | val_loss: 0.0312406 | Time: 1602.92 ms [2021-09-16 18:46:30 main:574] : INFO : Epoch 1723 | loss: 0.0312301 | val_loss: 0.0312298 | Time: 1562.98 ms [2021-09-16 18:46:32 main:574] : INFO : Epoch 1724 | loss: 0.0312254 | val_loss: 0.0312238 | Time: 1549.47 ms [2021-09-16 18:46:33 main:574] : INFO : Epoch 1725 | loss: 0.0312234 | val_loss: 0.031224 | Time: 1513.18 ms [2021-09-16 18:46:35 main:574] : INFO : Epoch 1726 | loss: 0.031225 | val_loss: 0.0312305 | Time: 1583.44 ms [2021-09-16 18:46:36 main:574] : INFO : Epoch 1727 | loss: 0.0312355 | val_loss: 0.0312313 | Time: 1562.8 ms [2021-09-16 18:46:38 main:574] : INFO : Epoch 1728 | loss: 0.031232 | val_loss: 0.0312294 | Time: 1571.19 ms [2021-09-16 18:46:40 main:574] : INFO : Epoch 1729 | loss: 0.0312289 | val_loss: 0.0312287 | Time: 1525.11 ms [2021-09-16 18:46:41 main:574] : INFO : Epoch 1730 | loss: 0.03123 | val_loss: 0.0312285 | Time: 1502.34 ms [2021-09-16 18:46:43 main:574] : INFO : Epoch 1731 | loss: 0.0312293 | val_loss: 0.0312297 | Time: 1548.16 ms [2021-09-16 18:46:45 main:574] : INFO : Epoch 1732 | loss: 0.0312287 | val_loss: 0.031227 | Time: 1594.53 ms [2021-09-16 18:46:46 main:574] : INFO : Epoch 1733 | loss: 0.031226 | val_loss: 0.0312289 | Time: 1558.23 ms [2021-09-16 18:46:48 main:574] : INFO : Epoch 1734 | loss: 0.0312306 | val_loss: 0.0312238 | Time: 1524.4 ms [2021-09-16 18:46:49 main:574] : INFO : Epoch 1735 | loss: 0.0312246 | val_loss: 0.0312221 | Time: 1517.67 ms [2021-09-16 18:46:51 main:574] : INFO : Epoch 1736 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 1549.59 ms [2021-09-16 18:46:53 main:574] : INFO : Epoch 1737 | loss: 0.031225 | val_loss: 0.0312279 | Time: 1596.65 ms [2021-09-16 18:46:54 main:574] : INFO : Epoch 1738 | loss: 0.0312307 | val_loss: 0.0312393 | Time: 1584 ms [2021-09-16 18:46:56 main:574] : INFO : Epoch 1739 | loss: 0.03123 | val_loss: 0.0312311 | Time: 1526.16 ms [2021-09-16 18:46:57 main:574] : INFO : Epoch 1740 | loss: 0.0312269 | val_loss: 0.0312234 | Time: 1547.39 ms [2021-09-16 18:46:59 main:574] : INFO : Epoch 1741 | loss: 0.0312258 | val_loss: 0.0312227 | Time: 1587.11 ms [2021-09-16 18:47:01 main:574] : INFO : Epoch 1742 | loss: 0.0312269 | val_loss: 0.0312273 | Time: 1606.25 ms [2021-09-16 18:47:02 main:574] : INFO : Epoch 1743 | loss: 0.0312283 | val_loss: 0.0312238 | Time: 1569.97 ms [2021-09-16 18:47:04 main:574] : INFO : Epoch 1744 | loss: 0.0312244 | val_loss: 0.0312221 | Time: 1527.58 ms [2021-09-16 18:47:06 main:574] : INFO : Epoch 1745 | loss: 0.0312258 | val_loss: 0.0312315 | Time: 1524.66 ms [2021-09-16 18:47:07 main:574] : INFO : Epoch 1746 | loss: 0.031232 | val_loss: 0.0312179 | Time: 1520.79 ms [2021-09-16 18:47:09 main:574] : INFO : Epoch 1747 | loss: 0.0312227 | val_loss: 0.0312186 | Time: 1570.14 ms [2021-09-16 18:47:11 main:574] : INFO : Epoch 1748 | loss: 0.0312274 | val_loss: 0.0312317 | Time: 1609.34 ms [2021-09-16 18:47:12 main:574] : INFO : Epoch 1749 | loss: 0.0312242 | val_loss: 0.0312266 | Time: 1583.55 ms [2021-09-16 18:47:14 main:574] : INFO : Epoch 1750 | loss: 0.0312224 | val_loss: 0.0312178 | Time: 1544.66 ms [2021-09-16 18:47:16 main:574] : INFO : Epoch 1751 | loss: 0.031219 | val_loss: 0.031222 | Time: 1552.52 ms [2021-09-16 18:47:17 main:574] : INFO : Epoch 1752 | loss: 0.0312206 | val_loss: 0.0312249 | Time: 1542.05 ms [2021-09-16 18:47:19 main:574] : INFO : Epoch 1753 | loss: 0.0312219 | val_loss: 0.0312183 | Time: 1590.01 ms [2021-09-16 18:47:20 main:574] : INFO : Epoch 1754 | loss: 0.0312187 | val_loss: 0.0312204 | Time: 1587.69 ms [2021-09-16 18:47:22 main:574] : INFO : Epoch 1755 | loss: 0.0312214 | val_loss: 0.0312204 | Time: 1513.11 ms [2021-09-16 18:47:24 main:574] : INFO : Epoch 1756 | loss: 0.031218 | val_loss: 0.0312183 | Time: 1525.46 ms [2021-09-16 18:47:25 main:574] : INFO : Epoch 1757 | loss: 0.0312188 | val_loss: 0.0312298 | Time: 1560.75 ms [2021-09-16 18:47:27 main:574] : INFO : Epoch 1758 | loss: 0.0312356 | val_loss: 0.0312411 | Time: 1554.42 ms [2021-09-16 18:47:29 main:574] : INFO : Epoch 1759 | loss: 0.0312237 | val_loss: 0.031216 | Time: 1589.4 ms [2021-09-16 18:47:30 main:574] : INFO : Epoch 1760 | loss: 0.031222 | val_loss: 0.0312173 | Time: 1528.63 ms [2021-09-16 18:47:32 main:574] : INFO : Epoch 1761 | loss: 0.0312223 | val_loss: 0.0312234 | Time: 1502.57 ms [2021-09-16 18:47:33 main:574] : INFO : Epoch 1762 | loss: 0.031221 | val_loss: 0.031217 | Time: 1533 ms [2021-09-16 18:47:35 main:574] : INFO : Epoch 1763 | loss: 0.0312205 | val_loss: 0.0312148 | Time: 1581.86 ms [2021-09-16 18:47:37 main:574] : INFO : Epoch 1764 | loss: 0.0312168 | val_loss: 0.0312179 | Time: 1557.22 ms [2021-09-16 18:47:38 main:574] : INFO : Epoch 1765 | loss: 0.031218 | val_loss: 0.0312146 | Time: 1511.56 ms [2021-09-16 18:47:40 main:574] : INFO : Epoch 1766 | loss: 0.0312192 | val_loss: 0.0312123 | Time: 1551.12 ms [2021-09-16 18:47:41 main:574] : INFO : Epoch 1767 | loss: 0.0312162 | val_loss: 0.0312114 | Time: 1552.55 ms [2021-09-16 18:47:43 main:574] : INFO : Epoch 1768 | loss: 0.031219 | val_loss: 0.0312196 | Time: 1567.2 ms [2021-09-16 18:47:45 main:574] : INFO : Epoch 1769 | loss: 0.0312217 | val_loss: 0.031215 | Time: 1581.34 ms [2021-09-16 18:47:46 main:574] : INFO : Epoch 1770 | loss: 0.0312182 | val_loss: 0.0312116 | Time: 1497.32 ms [2021-09-16 18:47:48 main:574] : INFO : Epoch 1771 | loss: 0.0312144 | val_loss: 0.0312104 | Time: 1496.51 ms [2021-09-16 18:47:50 main:574] : INFO : Epoch 1772 | loss: 0.0312164 | val_loss: 0.0312141 | Time: 1542.58 ms [2021-09-16 18:47:51 main:574] : INFO : Epoch 1773 | loss: 0.0312204 | val_loss: 0.0312144 | Time: 1598.51 ms [2021-09-16 18:47:53 main:574] : INFO : Epoch 1774 | loss: 0.0312165 | val_loss: 0.0312119 | Time: 1589.18 ms [2021-09-16 18:47:54 main:574] : INFO : Epoch 1775 | loss: 0.031219 | val_loss: 0.0312145 | Time: 1583.62 ms [2021-09-16 18:47:56 main:574] : INFO : Epoch 1776 | loss: 0.0312138 | val_loss: 0.0312138 | Time: 1542.99 ms [2021-09-16 18:47:58 main:574] : INFO : Epoch 1777 | loss: 0.0312165 | val_loss: 0.0312115 | Time: 1514.9 ms [2021-09-16 18:47:59 main:574] : INFO : Epoch 1778 | loss: 0.0312129 | val_loss: 0.0312107 | Time: 1586.94 ms [2021-09-16 18:48:01 main:574] : INFO : Epoch 1779 | loss: 0.0312123 | val_loss: 0.0312097 | Time: 1638.99 ms [2021-09-16 18:48:03 main:574] : INFO : Epoch 1780 | loss: 0.0312122 | val_loss: 0.0312169 | Time: 1593.07 ms [2021-09-16 18:48:04 main:574] : INFO : Epoch 1781 | loss: 0.031223 | val_loss: 0.0312361 | Time: 1532.84 ms [2021-09-16 18:48:06 main:574] : INFO : Epoch 1782 | loss: 0.0312173 | val_loss: 0.0312095 | Time: 1525.25 ms [2021-09-16 18:48:08 main:574] : INFO : Epoch 1783 | loss: 0.0312122 | val_loss: 0.0312086 | Time: 1552.3 ms [2021-09-16 18:48:09 main:574] : INFO : Epoch 1784 | loss: 0.0312124 | val_loss: 0.0312089 | Time: 1559.92 ms [2021-09-16 18:48:11 main:574] : INFO : Epoch 1785 | loss: 0.0312117 | val_loss: 0.0312213 | Time: 1572.7 ms [2021-09-16 18:48:13 main:574] : INFO : Epoch 1786 | loss: 0.0312133 | val_loss: 0.0312104 | Time: 1630.33 ms [2021-09-16 18:48:14 main:574] : INFO : Epoch 1787 | loss: 0.0312156 | val_loss: 0.0312139 | Time: 1515.06 ms [2021-09-16 18:48:16 main:574] : INFO : Epoch 1788 | loss: 0.0312125 | val_loss: 0.0312301 | Time: 1511.3 ms [2021-09-16 18:48:18 main:574] : INFO : Epoch 1789 | loss: 0.0312234 | val_loss: 0.0312241 | Time: 1577.58 ms [2021-09-16 18:48:19 main:574] : INFO : Epoch 1790 | loss: 0.0312155 | val_loss: 0.031211 | Time: 1578.93 ms [2021-09-16 18:48:21 main:574] : INFO : Epoch 1791 | loss: 0.0312159 | val_loss: 0.031211 | Time: 1558.25 ms [2021-09-16 18:48:22 main:574] : INFO : Epoch 1792 | loss: 0.0312129 | val_loss: 0.0312082 | Time: 1501.94 ms [2021-09-16 18:48:24 main:574] : INFO : Epoch 1793 | loss: 0.0312168 | val_loss: 0.0312129 | Time: 1533.44 ms [2021-09-16 18:48:26 main:574] : INFO : Epoch 1794 | loss: 0.0312161 | val_loss: 0.0312257 | Time: 1549.81 ms [2021-09-16 18:48:27 main:574] : INFO : Epoch 1795 | loss: 0.0312181 | val_loss: 0.0312244 | Time: 1575.06 ms [2021-09-16 18:48:29 main:574] : INFO : Epoch 1796 | loss: 0.031219 | val_loss: 0.0312167 | Time: 1576.74 ms [2021-09-16 18:48:30 main:574] : INFO : Epoch 1797 | loss: 0.031215 | val_loss: 0.0312076 | Time: 1504.55 ms [2021-09-16 18:48:32 main:574] : INFO : Epoch 1798 | loss: 0.0312145 | val_loss: 0.0312085 | Time: 1535.52 ms [2021-09-16 18:48:34 main:574] : INFO : Epoch 1799 | loss: 0.031213 | val_loss: 0.03121 | Time: 1589.6 ms [2021-09-16 18:48:35 main:574] : INFO : Epoch 1800 | loss: 0.031213 | val_loss: 0.0312126 | Time: 1567.84 ms [2021-09-16 18:48:37 main:574] : INFO : Epoch 1801 | loss: 0.0312109 | val_loss: 0.0312051 | Time: 1560.56 ms [2021-09-16 18:48:39 main:574] : INFO : Epoch 1802 | loss: 0.0312086 | val_loss: 0.0312043 | Time: 1511.36 ms [2021-09-16 18:48:40 main:574] : INFO : Epoch 1803 | loss: 0.0312093 | val_loss: 0.0312057 | Time: 1516.66 ms [2021-09-16 18:48:42 main:574] : INFO : Epoch 1804 | loss: 0.0312082 | val_loss: 0.0312047 | Time: 1594.99 ms [2021-09-16 18:48:43 main:574] : INFO : Epoch 1805 | loss: 0.0312081 | val_loss: 0.0312073 | Time: 1570.17 ms [2021-09-16 18:48:45 main:574] : INFO : Epoch 1806 | loss: 0.0312117 | val_loss: 0.0312169 | Time: 1545.61 ms [2021-09-16 18:48:47 main:574] : INFO : Epoch 1807 | loss: 0.0312172 | val_loss: 0.0312213 | Time: 1495.6 ms [2021-09-16 18:48:48 main:574] : INFO : Epoch 1808 | loss: 0.0312134 | val_loss: 0.0312116 | Time: 1527.26 ms [2021-09-16 18:48:50 main:574] : INFO : Epoch 1809 | loss: 0.0312083 | val_loss: 0.0312081 | Time: 1572.61 ms [2021-09-16 18:48:51 main:574] : INFO : Epoch 1810 | loss: 0.0312112 | val_loss: 0.0312095 | Time: 1592.14 ms [2021-09-16 18:48:53 main:574] : INFO : Epoch 1811 | loss: 0.0312102 | val_loss: 0.0312065 | Time: 1576.25 ms [2021-09-16 18:48:55 main:574] : INFO : Epoch 1812 | loss: 0.0312121 | val_loss: 0.0312157 | Time: 1547.39 ms [2021-09-16 18:48:57 main:574] : INFO : Epoch 1813 | loss: 0.0312115 | val_loss: 0.0312115 | Time: 1621.82 ms [2021-09-16 18:48:58 main:574] : INFO : Epoch 1814 | loss: 0.0312109 | val_loss: 0.0312064 | Time: 1631.24 ms [2021-09-16 18:49:00 main:574] : INFO : Epoch 1815 | loss: 0.0312109 | val_loss: 0.0312134 | Time: 1584.81 ms [2021-09-16 18:49:02 main:574] : INFO : Epoch 1816 | loss: 0.0312127 | val_loss: 0.0312103 | Time: 1611.97 ms [2021-09-16 18:49:03 main:574] : INFO : Epoch 1817 | loss: 0.0312105 | val_loss: 0.0312049 | Time: 1574.48 ms [2021-09-16 18:49:05 main:574] : INFO : Epoch 1818 | loss: 0.0312133 | val_loss: 0.031215 | Time: 1560.57 ms [2021-09-16 18:49:07 main:574] : INFO : Epoch 1819 | loss: 0.0312087 | val_loss: 0.0312079 | Time: 1507.97 ms [2021-09-16 18:49:08 main:574] : INFO : Epoch 1820 | loss: 0.0312085 | val_loss: 0.0312053 | Time: 1513 ms [2021-09-16 18:49:10 main:574] : INFO : Epoch 1821 | loss: 0.0312085 | val_loss: 0.0312128 | Time: 1566.97 ms [2021-09-16 18:49:12 main:574] : INFO : Epoch 1822 | loss: 0.0312114 | val_loss: 0.0312254 | Time: 1595.91 ms [2021-09-16 18:49:13 main:574] : INFO : Epoch 1823 | loss: 0.0312166 | val_loss: 0.0312107 | Time: 1533.59 ms [2021-09-16 18:49:15 main:574] : INFO : Epoch 1824 | loss: 0.0312096 | val_loss: 0.0312053 | Time: 1516.11 ms [2021-09-16 18:49:16 main:574] : INFO : Epoch 1825 | loss: 0.0312063 | val_loss: 0.0312263 | Time: 1539.76 ms [2021-09-16 18:49:18 main:574] : INFO : Epoch 1826 | loss: 0.0312135 | val_loss: 0.031206 | Time: 1568.84 ms [2021-09-16 18:49:20 main:574] : INFO : Epoch 1827 | loss: 0.031211 | val_loss: 0.0312034 | Time: 1610.45 ms [2021-09-16 18:49:21 main:574] : INFO : Epoch 1828 | loss: 0.0312071 | val_loss: 0.0312053 | Time: 1571.75 ms [2021-09-16 18:49:23 main:574] : INFO : Epoch 1829 | loss: 0.0312057 | val_loss: 0.0312068 | Time: 1513.02 ms [2021-09-16 18:49:25 main:574] : INFO : Epoch 1830 | loss: 0.0312074 | val_loss: 0.0312039 | Time: 1525.71 ms [2021-09-16 18:49:26 main:574] : INFO : Epoch 1831 | loss: 0.0312055 | val_loss: 0.0312031 | Time: 1572.75 ms [2021-09-16 18:49:28 main:574] : INFO : Epoch 1832 | loss: 0.0312063 | val_loss: 0.031204 | Time: 1572.49 ms [2021-09-16 18:49:29 main:574] : INFO : Epoch 1833 | loss: 0.0312095 | val_loss: 0.0312067 | Time: 1613.91 ms [2021-09-16 18:49:31 main:574] : INFO : Epoch 1834 | loss: 0.0312078 | val_loss: 0.0312078 | Time: 1543.1 ms [2021-09-16 18:49:33 main:574] : INFO : Epoch 1835 | loss: 0.0312106 | val_loss: 0.0312051 | Time: 1522.38 ms [2021-09-16 18:49:34 main:574] : INFO : Epoch 1836 | loss: 0.0312117 | val_loss: 0.0312172 | Time: 1528.37 ms [2021-09-16 18:49:36 main:574] : INFO : Epoch 1837 | loss: 0.0312085 | val_loss: 0.0312036 | Time: 1590.84 ms [2021-09-16 18:49:38 main:574] : INFO : Epoch 1838 | loss: 0.0312053 | val_loss: 0.0312027 | Time: 1612.8 ms [2021-09-16 18:49:39 main:574] : INFO : Epoch 1839 | loss: 0.0312076 | val_loss: 0.0312036 | Time: 1529.07 ms [2021-09-16 18:49:41 main:574] : INFO : Epoch 1840 | loss: 0.0312072 | val_loss: 0.0312054 | Time: 1525.41 ms [2021-09-16 18:49:42 main:574] : INFO : Epoch 1841 | loss: 0.0312055 | val_loss: 0.031203 | Time: 1530.57 ms [2021-09-16 18:49:44 main:574] : INFO : Epoch 1842 | loss: 0.0312051 | val_loss: 0.0312016 | Time: 1566.03 ms [2021-09-16 18:49:46 main:574] : INFO : Epoch 1843 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 1599.14 ms [2021-09-16 18:49:47 main:574] : INFO : Epoch 1844 | loss: 0.0312075 | val_loss: 0.0312044 | Time: 1513.8 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060) [2021-09-16 18:57:35 main:435] : INFO : Set logging level to 1 [2021-09-16 18:57:35 main:441] : INFO : Running in BOINC Client mode [2021-09-16 18:57:36 main:444] : INFO : Resolving all filenames [2021-09-16 18:57:37 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-16 18:57:37 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729985-8219-0_0_r517554479_1 (exists = 1) [2021-09-16 18:57:37 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729985-8219-0_0_r517554479_0 (exists = 0) [2021-09-16 18:57:38 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-16 18:57:38 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-16 18:57:39 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-16 18:57:39 main:474] : INFO : Configuration: [2021-09-16 18:57:39 main:475] : INFO : Model type: GRU [2021-09-16 18:57:40 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-16 18:57:40 main:477] : INFO : Max Epochs: 2048 [2021-09-16 18:57:41 main:478] : INFO : Batch Size: 128 [2021-09-16 18:57:41 main:479] : INFO : Learning Rate: 0.01 [2021-09-16 18:57:42 main:480] : INFO : Patience: 10 [2021-09-16 18:57:42 main:481] : INFO : Hidden Width: 12 [2021-09-16 18:57:42 main:482] : INFO : # Recurrent Layers: 4 [2021-09-16 18:57:43 main:483] : INFO : # Backend Layers: 4 [2021-09-16 18:57:43 main:484] : INFO : # Threads: 1 [2021-09-16 18:57:44 main:486] : INFO : Preparing Dataset [2021-09-16 18:57:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 18:57:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 18:57:47 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-16 18:57:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 18:57:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 18:57:48 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-16 18:57:49 main:494] : INFO : Creating Model [2021-09-16 18:57:49 main:507] : INFO : Preparing config file [2021-09-16 18:57:50 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-16 18:57:50 main:512] : INFO : Loading config [2021-09-16 18:57:51 main:514] : INFO : Loading state [2021-09-16 18:57:53 main:559] : INFO : Loading DataLoader into Memory [2021-09-16 18:57:54 main:562] : INFO : Starting Training [2021-09-16 18:57:58 main:574] : INFO : Epoch 1797 | loss: 0.0324573 | val_loss: 0.0317008 | Time: 1918.05 ms [2021-09-16 18:58:01 main:574] : INFO : Epoch 1798 | loss: 0.0313913 | val_loss: 0.0312787 | Time: 1537.85 ms [2021-09-16 18:58:03 main:574] : INFO : Epoch 1799 | loss: 0.0312727 | val_loss: 0.031256 | Time: 1536.69 ms [2021-09-16 18:58:06 main:574] : INFO : Epoch 1800 | loss: 0.0312567 | val_loss: 0.0312545 | Time: 1543.57 ms [2021-09-16 18:58:09 main:574] : INFO : Epoch 1801 | loss: 0.0312519 | val_loss: 0.031251 | Time: 1519.87 ms [2021-09-16 18:58:11 main:574] : INFO : Epoch 1802 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1526.96 ms [2021-09-16 18:58:17 main:574] : INFO : Epoch 1803 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1588.57 ms [2021-09-16 18:58:19 main:574] : INFO : Epoch 1804 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1546.11 ms [2021-09-16 18:58:21 main:574] : INFO : Epoch 1805 | loss: 0.0312469 | val_loss: 0.0312477 | Time: 1588.01 ms [2021-09-16 18:58:22 main:574] : INFO : Epoch 1806 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 1572.34 ms [2021-09-16 18:58:24 main:574] : INFO : Epoch 1807 | loss: 0.031244 | val_loss: 0.0312459 | Time: 1545.88 ms [2021-09-16 18:58:26 main:574] : INFO : Epoch 1808 | loss: 0.0312419 | val_loss: 0.031245 | Time: 1556.39 ms [2021-09-16 18:58:33 main:574] : INFO : Epoch 1809 | loss: 0.0312395 | val_loss: 0.0312427 | Time: 1522.59 ms [2021-09-16 18:58:35 main:574] : INFO : Epoch 1810 | loss: 0.0312371 | val_loss: 0.0312406 | Time: 1508.18 ms [2021-09-16 18:58:38 main:574] : INFO : Epoch 1811 | loss: 0.0312331 | val_loss: 0.0312379 | Time: 1498.56 ms [2021-09-16 18:58:40 main:574] : INFO : Epoch 1812 | loss: 0.0312303 | val_loss: 0.0312343 | Time: 1537.63 ms [2021-09-16 18:58:42 main:574] : INFO : Epoch 1813 | loss: 0.0312247 | val_loss: 0.0312282 | Time: 1532.92 ms [2021-09-16 18:58:44 main:574] : INFO : Epoch 1814 | loss: 0.0312229 | val_loss: 0.0312287 | Time: 1517.1 ms [2021-09-16 18:58:45 main:574] : INFO : Epoch 1815 | loss: 0.0312182 | val_loss: 0.0312218 | Time: 1492.42 ms [2021-09-16 18:58:47 main:574] : INFO : Epoch 1816 | loss: 0.0312131 | val_loss: 0.0312212 | Time: 1494.26 ms [2021-09-16 18:58:49 main:574] : INFO : Epoch 1817 | loss: 0.0312122 | val_loss: 0.0312151 | Time: 1511.76 ms [2021-09-16 18:58:52 main:574] : INFO : Epoch 1818 | loss: 0.0312077 | val_loss: 0.0312206 | Time: 1547.39 ms [2021-09-16 18:58:54 main:574] : INFO : Epoch 1819 | loss: 0.0312077 | val_loss: 0.0312115 | Time: 1510.37 ms [2021-09-16 18:58:55 main:574] : INFO : Epoch 1820 | loss: 0.0312058 | val_loss: 0.031209 | Time: 1493.98 ms [2021-09-16 18:58:57 main:574] : INFO : Epoch 1821 | loss: 0.0312014 | val_loss: 0.0312103 | Time: 1535.63 ms [2021-09-16 18:58:58 main:574] : INFO : Epoch 1822 | loss: 0.0312001 | val_loss: 0.0312045 | Time: 1541.3 ms [2021-09-16 18:59:00 main:574] : INFO : Epoch 1823 | loss: 0.0312006 | val_loss: 0.0312027 | Time: 1553.28 ms [2021-09-16 18:59:02 main:574] : INFO : Epoch 1824 | loss: 0.0311946 | val_loss: 0.0312034 | Time: 1515.85 ms [2021-09-16 18:59:03 main:574] : INFO : Epoch 1825 | loss: 0.031195 | val_loss: 0.0312032 | Time: 1512.83 ms [2021-09-16 18:59:05 main:574] : INFO : Epoch 1826 | loss: 0.0311946 | val_loss: 0.0311997 | Time: 1520.77 ms [2021-09-16 18:59:07 main:574] : INFO : Epoch 1827 | loss: 0.0311944 | val_loss: 0.0312035 | Time: 1541 ms [2021-09-16 18:59:08 main:574] : INFO : Epoch 1828 | loss: 0.0311927 | val_loss: 0.0312004 | Time: 1585.93 ms [2021-09-16 18:59:10 main:574] : INFO : Epoch 1829 | loss: 0.0311908 | val_loss: 0.0312084 | Time: 1569.57 ms [2021-09-16 18:59:12 main:574] : INFO : Epoch 1830 | loss: 0.0311914 | val_loss: 0.0311981 | Time: 1519.67 ms [2021-09-16 18:59:13 main:574] : INFO : Epoch 1831 | loss: 0.0311869 | val_loss: 0.0311989 | Time: 1522.46 ms [2021-09-16 18:59:15 main:574] : INFO : Epoch 1832 | loss: 0.0311908 | val_loss: 0.0311978 | Time: 1526.47 ms [2021-09-16 18:59:17 main:574] : INFO : Epoch 1833 | loss: 0.0311901 | val_loss: 0.0311965 | Time: 1562.57 ms [2021-09-16 18:59:18 main:574] : INFO : Epoch 1834 | loss: 0.0311945 | val_loss: 0.0312002 | Time: 1604.41 ms [2021-09-16 18:59:20 main:574] : INFO : Epoch 1835 | loss: 0.0311916 | val_loss: 0.0312041 | Time: 1658.8 ms [2021-09-16 18:59:22 main:574] : INFO : Epoch 1836 | loss: 0.0311852 | val_loss: 0.0311998 | Time: 1576.74 ms [2021-09-16 18:59:24 main:574] : INFO : Epoch 1837 | loss: 0.0311858 | val_loss: 0.0311995 | Time: 1493.45 ms [2021-09-16 18:59:25 main:574] : INFO : Epoch 1838 | loss: 0.0311863 | val_loss: 0.0311981 | Time: 1500.48 ms [2021-09-16 18:59:27 main:574] : INFO : Epoch 1839 | loss: 0.0311855 | val_loss: 0.0312009 | Time: 1557.07 ms [2021-09-16 18:59:28 main:574] : INFO : Epoch 1840 | loss: 0.0311846 | val_loss: 0.031198 | Time: 1581.32 ms [2021-09-16 18:59:30 main:574] : INFO : Epoch 1841 | loss: 0.0311817 | val_loss: 0.0311965 | Time: 1550.91 ms [2021-09-16 18:59:32 main:574] : INFO : Epoch 1842 | loss: 0.0311815 | val_loss: 0.0311966 | Time: 1491.62 ms [2021-09-16 18:59:33 main:574] : INFO : Epoch 1843 | loss: 0.0311826 | val_loss: 0.0311963 | Time: 1499.16 ms [2021-09-16 18:59:35 main:574] : INFO : Epoch 1844 | loss: 0.0311829 | val_loss: 0.0311958 | Time: 1547.26 ms [2021-09-16 18:59:37 main:574] : INFO : Epoch 1845 | loss: 0.0311821 | val_loss: 0.0311953 | Time: 1556.53 ms [2021-09-16 18:59:38 main:574] : INFO : Epoch 1846 | loss: 0.031181 | val_loss: 0.0311936 | Time: 1564.58 ms [2021-09-16 18:59:40 main:574] : INFO : Epoch 1847 | loss: 0.0311824 | val_loss: 0.0311925 | Time: 1538.98 ms [2021-09-16 18:59:42 main:574] : INFO : Epoch 1848 | loss: 0.0311814 | val_loss: 0.0311982 | Time: 1520.18 ms [2021-09-16 18:59:43 main:574] : INFO : Epoch 1849 | loss: 0.0311818 | val_loss: 0.0311945 | Time: 1526.87 ms [2021-09-16 18:59:45 main:574] : INFO : Epoch 1850 | loss: 0.0311809 | val_loss: 0.031193 | Time: 1571.74 ms [2021-09-16 18:59:46 main:574] : INFO : Epoch 1851 | loss: 0.0311806 | val_loss: 0.0311981 | Time: 1567.12 ms [2021-09-16 18:59:48 main:574] : INFO : Epoch 1852 | loss: 0.031181 | val_loss: 0.0311928 | Time: 1544.71 ms [2021-09-16 18:59:50 main:574] : INFO : Epoch 1853 | loss: 0.0311819 | val_loss: 0.0311932 | Time: 1510.75 ms [2021-09-16 18:59:51 main:574] : INFO : Epoch 1854 | loss: 0.0311817 | val_loss: 0.03119 | Time: 1533.89 ms [2021-09-16 18:59:53 main:574] : INFO : Epoch 1855 | loss: 0.0311781 | val_loss: 0.0311889 | Time: 1588.12 ms [2021-09-16 18:59:55 main:574] : INFO : Epoch 1856 | loss: 0.0311773 | val_loss: 0.0311958 | Time: 1547.65 ms [2021-09-16 18:59:57 main:574] : INFO : Epoch 1857 | loss: 0.0311774 | val_loss: 0.0311892 | Time: 1565.11 ms [2021-09-16 18:59:58 main:574] : INFO : Epoch 1858 | loss: 0.0311769 | val_loss: 0.0311891 | Time: 1568.96 ms [2021-09-16 19:00:00 main:574] : INFO : Epoch 1859 | loss: 0.0311742 | val_loss: 0.0311892 | Time: 1542.22 ms [2021-09-16 19:00:02 main:574] : INFO : Epoch 1860 | loss: 0.0311772 | val_loss: 0.0311982 | Time: 1515.34 ms [2021-09-16 19:00:03 main:574] : INFO : Epoch 1861 | loss: 0.0311898 | val_loss: 0.0311922 | Time: 1589.95 ms [2021-09-16 19:00:05 main:574] : INFO : Epoch 1862 | loss: 0.0311932 | val_loss: 0.031194 | Time: 1642.53 ms [2021-09-16 19:00:07 main:574] : INFO : Epoch 1863 | loss: 0.0312034 | val_loss: 0.0312292 | Time: 1604.78 ms [2021-09-16 19:00:08 main:574] : INFO : Epoch 1864 | loss: 0.0312215 | val_loss: 0.0312102 | Time: 1566.27 ms [2021-09-16 19:00:10 main:574] : INFO : Epoch 1865 | loss: 0.0312064 | val_loss: 0.0312014 | Time: 1508.85 ms [2021-09-16 19:00:12 main:574] : INFO : Epoch 1866 | loss: 0.0311969 | val_loss: 0.031194 | Time: 1517.06 ms [2021-09-16 19:00:13 main:574] : INFO : Epoch 1867 | loss: 0.0311931 | val_loss: 0.0311934 | Time: 1544.04 ms [2021-09-16 19:00:15 main:574] : INFO : Epoch 1868 | loss: 0.0311891 | val_loss: 0.0311895 | Time: 1547.63 ms [2021-09-16 19:00:17 main:574] : INFO : Epoch 1869 | loss: 0.0311857 | val_loss: 0.0311953 | Time: 1580.9 ms [2021-09-16 19:00:18 main:574] : INFO : Epoch 1870 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 1514.83 ms [2021-09-16 19:00:20 main:574] : INFO : Epoch 1871 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 1497.9 ms [2021-09-16 19:00:21 main:574] : INFO : Epoch 1872 | loss: 0.0311842 | val_loss: 0.0311881 | Time: 1546.97 ms [2021-09-16 19:00:23 main:574] : INFO : Epoch 1873 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 1543.06 ms [2021-09-16 19:00:25 main:574] : INFO : Epoch 1874 | loss: 0.0311798 | val_loss: 0.0311865 | Time: 1565.98 ms [2021-09-16 19:00:26 main:574] : INFO : Epoch 1875 | loss: 0.0311799 | val_loss: 0.0311856 | Time: 1543.58 ms [2021-09-16 19:00:28 main:574] : INFO : Epoch 1876 | loss: 0.03118 | val_loss: 0.0311842 | Time: 1507.36 ms [2021-09-16 19:00:30 main:574] : INFO : Epoch 1877 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 1528.57 ms [2021-09-16 19:00:31 main:574] : INFO : Epoch 1878 | loss: 0.0311807 | val_loss: 0.0311873 | Time: 1561.88 ms [2021-09-16 19:00:33 main:574] : INFO : Epoch 1879 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 1576.29 ms [2021-09-16 19:00:35 main:574] : INFO : Epoch 1880 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 1617.08 ms [2021-09-16 19:00:36 main:574] : INFO : Epoch 1881 | loss: 0.031175 | val_loss: 0.0311827 | Time: 1505.19 ms [2021-09-16 19:00:38 main:574] : INFO : Epoch 1882 | loss: 0.0311752 | val_loss: 0.0311851 | Time: 1554.45 ms [2021-09-16 19:00:39 main:574] : INFO : Epoch 1883 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 1566.88 ms [2021-09-16 19:00:41 main:574] : INFO : Epoch 1884 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 1560.18 ms [2021-09-16 19:00:43 main:574] : INFO : Epoch 1885 | loss: 0.0311727 | val_loss: 0.0311829 | Time: 1557.26 ms [2021-09-16 19:00:44 main:574] : INFO : Epoch 1886 | loss: 0.0311737 | val_loss: 0.0311893 | Time: 1584.66 ms [2021-09-16 19:00:46 main:574] : INFO : Epoch 1887 | loss: 0.0311737 | val_loss: 0.0311819 | Time: 1545.2 ms [2021-09-16 19:00:48 main:574] : INFO : Epoch 1888 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 1600.33 ms [2021-09-16 19:00:49 main:574] : INFO : Epoch 1889 | loss: 0.0311711 | val_loss: 0.0311821 | Time: 1558.67 ms [2021-09-16 19:00:51 main:574] : INFO : Epoch 1890 | loss: 0.0311733 | val_loss: 0.0311901 | Time: 1587.66 ms [2021-09-16 19:00:52 main:574] : INFO : Epoch 1891 | loss: 0.0311735 | val_loss: 0.0311833 | Time: 1510.84 ms [2021-09-16 19:00:54 main:574] : INFO : Epoch 1892 | loss: 0.0311698 | val_loss: 0.0311832 | Time: 1507.69 ms [2021-09-16 19:00:56 main:574] : INFO : Epoch 1893 | loss: 0.0311721 | val_loss: 0.0311812 | Time: 1562.81 ms [2021-09-16 19:00:57 main:574] : INFO : Epoch 1894 | loss: 0.031171 | val_loss: 0.0311841 | Time: 1554.27 ms [2021-09-16 19:00:59 main:574] : INFO : Epoch 1895 | loss: 0.0311685 | val_loss: 0.0311799 | Time: 1561.83 ms [2021-09-16 19:01:01 main:574] : INFO : Epoch 1896 | loss: 0.031169 | val_loss: 0.0311858 | Time: 1556.48 ms [2021-09-16 19:01:02 main:574] : INFO : Epoch 1897 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1521.47 ms [2021-09-16 19:01:04 main:574] : INFO : Epoch 1898 | loss: 0.031197 | val_loss: 0.0311892 | Time: 1529.68 ms [2021-09-16 19:01:06 main:574] : INFO : Epoch 1899 | loss: 0.0311898 | val_loss: 0.0311854 | Time: 1576.49 ms [2021-09-16 19:01:07 main:574] : INFO : Epoch 1900 | loss: 0.0311937 | val_loss: 0.0312108 | Time: 1592.39 ms [2021-09-16 19:01:09 main:574] : INFO : Epoch 1901 | loss: 0.0312147 | val_loss: 0.0312101 | Time: 1557.07 ms [2021-09-16 19:01:11 main:574] : INFO : Epoch 1902 | loss: 0.0312137 | val_loss: 0.0312078 | Time: 1519.47 ms [2021-09-16 19:01:12 main:574] : INFO : Epoch 1903 | loss: 0.0312084 | val_loss: 0.0312077 | Time: 1505.17 ms [2021-09-16 19:01:14 main:574] : INFO : Epoch 1904 | loss: 0.0312074 | val_loss: 0.0312051 | Time: 1547.35 ms [2021-09-16 19:01:15 main:574] : INFO : Epoch 1905 | loss: 0.031205 | val_loss: 0.0312019 | Time: 1595.83 ms [2021-09-16 19:01:17 main:574] : INFO : Epoch 1906 | loss: 0.0312026 | val_loss: 0.0312007 | Time: 1567.16 ms [2021-09-16 19:01:19 main:574] : INFO : Epoch 1907 | loss: 0.0312023 | val_loss: 0.031201 | Time: 1560.43 ms [2021-09-16 19:01:20 main:574] : INFO : Epoch 1908 | loss: 0.0312014 | val_loss: 0.0311997 | Time: 1509.47 ms [2021-09-16 19:01:22 main:574] : INFO : Epoch 1909 | loss: 0.0312002 | val_loss: 0.0311984 | Time: 1517.38 ms [2021-09-16 19:01:24 main:574] : INFO : Epoch 1910 | loss: 0.031201 | val_loss: 0.0311993 | Time: 1578.8 ms [2021-09-16 19:01:25 main:574] : INFO : Epoch 1911 | loss: 0.0311998 | val_loss: 0.0312001 | Time: 1595.52 ms [2021-09-16 19:01:27 main:574] : INFO : Epoch 1912 | loss: 0.0312022 | val_loss: 0.0312025 | Time: 1549.62 ms [2021-09-16 19:01:29 main:574] : INFO : Epoch 1913 | loss: 0.0312082 | val_loss: 0.0312077 | Time: 1519.71 ms [2021-09-16 19:01:30 main:574] : INFO : Epoch 1914 | loss: 0.0312106 | val_loss: 0.0312109 | Time: 1536.25 ms [2021-09-16 19:01:32 main:574] : INFO : Epoch 1915 | loss: 0.0312128 | val_loss: 0.031221 | Time: 1567.85 ms [2021-09-16 19:01:33 main:574] : INFO : Epoch 1916 | loss: 0.0312132 | val_loss: 0.0312068 | Time: 1591.27 ms [2021-09-16 19:01:35 main:574] : INFO : Epoch 1917 | loss: 0.0312062 | val_loss: 0.0312027 | Time: 1550.54 ms [2021-09-16 19:01:37 main:574] : INFO : Epoch 1918 | loss: 0.0312067 | val_loss: 0.0311994 | Time: 1520.35 ms [2021-09-16 19:01:38 main:574] : INFO : Epoch 1919 | loss: 0.0312015 | val_loss: 0.0311981 | Time: 1540.56 ms [2021-09-16 19:01:40 main:574] : INFO : Epoch 1920 | loss: 0.0312014 | val_loss: 0.0311986 | Time: 1549.4 ms [2021-09-16 19:01:42 main:574] : INFO : Epoch 1921 | loss: 0.0312036 | val_loss: 0.0311983 | Time: 1571.64 ms [2021-09-16 19:01:44 main:574] : INFO : Epoch 1922 | loss: 0.0312019 | val_loss: 0.0312028 | Time: 1585.54 ms [2021-09-16 19:01:45 main:574] : INFO : Epoch 1923 | loss: 0.0312014 | val_loss: 0.0311988 | Time: 1529.75 ms [2021-09-16 19:01:47 main:574] : INFO : Epoch 1924 | loss: 0.031201 | val_loss: 0.0311969 | Time: 1516.35 ms [2021-09-16 19:01:48 main:574] : INFO : Epoch 1925 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 1534.5 ms [2021-09-16 19:01:50 main:574] : INFO : Epoch 1926 | loss: 0.0311971 | val_loss: 0.0311943 | Time: 1584.49 ms [2021-09-16 19:01:52 main:574] : INFO : Epoch 1927 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 1594.38 ms [2021-09-16 19:01:53 main:574] : INFO : Epoch 1928 | loss: 0.0311995 | val_loss: 0.0311938 | Time: 1576.88 ms [2021-09-16 19:01:55 main:574] : INFO : Epoch 1929 | loss: 0.0311981 | val_loss: 0.0311967 | Time: 1508.62 ms [2021-09-16 19:01:57 main:574] : INFO : Epoch 1930 | loss: 0.0311948 | val_loss: 0.0311952 | Time: 1514.75 ms [2021-09-16 19:01:59 main:574] : INFO : Epoch 1931 | loss: 0.0311946 | val_loss: 0.0311994 | Time: 1559.6 ms [2021-09-16 19:02:01 main:574] : INFO : Epoch 1932 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 1518.83 ms [2021-09-16 19:02:03 main:574] : INFO : Epoch 1933 | loss: 0.0311942 | val_loss: 0.0311939 | Time: 1543.45 ms [2021-09-16 19:02:04 main:574] : INFO : Epoch 1934 | loss: 0.0311939 | val_loss: 0.0311926 | Time: 1561.45 ms [2021-09-16 19:02:06 main:574] : INFO : Epoch 1935 | loss: 0.0311924 | val_loss: 0.0311922 | Time: 1563.24 ms [2021-09-16 19:02:08 main:574] : INFO : Epoch 1936 | loss: 0.031195 | val_loss: 0.0311925 | Time: 1581.93 ms [2021-09-16 19:02:09 main:574] : INFO : Epoch 1937 | loss: 0.0311975 | val_loss: 0.0311952 | Time: 1515.02 ms [2021-09-16 19:02:11 main:574] : INFO : Epoch 1938 | loss: 0.0311974 | val_loss: 0.0311905 | Time: 1520.47 ms [2021-09-16 19:02:12 main:574] : INFO : Epoch 1939 | loss: 0.0311906 | val_loss: 0.0311899 | Time: 1529.68 ms [2021-09-16 19:02:14 main:574] : INFO : Epoch 1940 | loss: 0.0311896 | val_loss: 0.0311969 | Time: 1571.02 ms [2021-09-16 19:02:16 main:574] : INFO : Epoch 1941 | loss: 0.0311896 | val_loss: 0.0311902 | Time: 1592.03 ms [2021-09-16 19:02:17 main:574] : INFO : Epoch 1942 | loss: 0.0311902 | val_loss: 0.0311997 | Time: 1527.1 ms [2021-09-16 19:02:19 main:574] : INFO : Epoch 1943 | loss: 0.0311901 | val_loss: 0.0311942 | Time: 1521.57 ms [2021-09-16 19:02:21 main:574] : INFO : Epoch 1944 | loss: 0.0311933 | val_loss: 0.0311969 | Time: 1527.5 ms [2021-09-16 19:02:22 main:574] : INFO : Epoch 1945 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 1576.09 ms [2021-09-16 19:02:24 main:574] : INFO : Epoch 1946 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 1585.23 ms [2021-09-16 19:02:25 main:574] : INFO : Epoch 1947 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 1545.7 ms [2021-09-16 19:02:27 main:574] : INFO : Epoch 1948 | loss: 0.0311884 | val_loss: 0.031189 | Time: 1511.2 ms [2021-09-16 19:02:29 main:574] : INFO : Epoch 1949 | loss: 0.0311885 | val_loss: 0.031192 | Time: 1588.08 ms [2021-09-16 19:02:30 main:574] : INFO : Epoch 1950 | loss: 0.0311861 | val_loss: 0.0311934 | Time: 1597.99 ms [2021-09-16 19:02:32 main:574] : INFO : Epoch 1951 | loss: 0.0311858 | val_loss: 0.0311902 | Time: 1567.45 ms [2021-09-16 19:02:34 main:574] : INFO : Epoch 1952 | loss: 0.0311856 | val_loss: 0.0311911 | Time: 1567.45 ms [2021-09-16 19:02:35 main:574] : INFO : Epoch 1953 | loss: 0.0311854 | val_loss: 0.0311956 | Time: 1500.81 ms [2021-09-16 19:02:37 main:574] : INFO : Epoch 1954 | loss: 0.0311884 | val_loss: 0.0311881 | Time: 1524.26 ms [2021-09-16 19:02:38 main:574] : INFO : Epoch 1955 | loss: 0.0311877 | val_loss: 0.0311959 | Time: 1578.33 ms [2021-09-16 19:02:40 main:574] : INFO : Epoch 1956 | loss: 0.0311852 | val_loss: 0.0311869 | Time: 1600.95 ms [2021-09-16 19:02:42 main:574] : INFO : Epoch 1957 | loss: 0.0311843 | val_loss: 0.031187 | Time: 1545.06 ms [2021-09-16 19:02:43 main:574] : INFO : Epoch 1958 | loss: 0.0311819 | val_loss: 0.0311882 | Time: 1513.15 ms [2021-09-16 19:02:45 main:574] : INFO : Epoch 1959 | loss: 0.0311846 | val_loss: 0.0311953 | Time: 1526.25 ms [2021-09-16 19:02:47 main:574] : INFO : Epoch 1960 | loss: 0.0311879 | val_loss: 0.0311897 | Time: 1560.55 ms [2021-09-16 19:02:48 main:574] : INFO : Epoch 1961 | loss: 0.0311904 | val_loss: 0.031187 | Time: 1581.05 ms [2021-09-16 19:02:50 main:574] : INFO : Epoch 1962 | loss: 0.031186 | val_loss: 0.0311875 | Time: 1544.83 ms [2021-09-16 19:02:51 main:574] : INFO : Epoch 1963 | loss: 0.0311846 | val_loss: 0.0311896 | Time: 1520.95 ms [2021-09-16 19:02:53 main:574] : INFO : Epoch 1964 | loss: 0.031186 | val_loss: 0.0311887 | Time: 1504.2 ms [2021-09-16 19:02:55 main:574] : INFO : Epoch 1965 | loss: 0.0311833 | val_loss: 0.0311891 | Time: 1575.94 ms [2021-09-16 19:02:56 main:574] : INFO : Epoch 1966 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 1590.27 ms [2021-09-16 19:02:58 main:574] : INFO : Epoch 1967 | loss: 0.0311853 | val_loss: 0.0311889 | Time: 1549.81 ms [2021-09-16 19:03:00 main:574] : INFO : Epoch 1968 | loss: 0.0311845 | val_loss: 0.0311858 | Time: 1573.68 ms [2021-09-16 19:03:02 main:574] : INFO : Epoch 1969 | loss: 0.0312185 | val_loss: 0.0312453 | Time: 1526.28 ms [2021-09-16 19:03:04 main:574] : INFO : Epoch 1970 | loss: 0.0312236 | val_loss: 0.0312188 | Time: 1573.44 ms [2021-09-16 19:03:06 main:574] : INFO : Epoch 1971 | loss: 0.0312046 | val_loss: 0.031197 | Time: 1559.77 ms [2021-09-16 19:03:08 main:574] : INFO : Epoch 1972 | loss: 0.0311985 | val_loss: 0.0311931 | Time: 1566.46 ms [2021-09-16 19:03:09 main:574] : INFO : Epoch 1973 | loss: 0.0311969 | val_loss: 0.0311986 | Time: 1591.5 ms [2021-09-16 19:03:11 main:574] : INFO : Epoch 1974 | loss: 0.0311962 | val_loss: 0.0311946 | Time: 1617.55 ms [2021-09-16 19:03:13 main:574] : INFO : Epoch 1975 | loss: 0.0311925 | val_loss: 0.0311929 | Time: 1587.36 ms [2021-09-16 19:03:15 main:574] : INFO : Epoch 1976 | loss: 0.0311909 | val_loss: 0.0311875 | Time: 1626.1 ms [2021-09-16 19:03:16 main:574] : INFO : Epoch 1977 | loss: 0.0311885 | val_loss: 0.0311876 | Time: 1669.23 ms [2021-09-16 19:03:18 main:574] : INFO : Epoch 1978 | loss: 0.0311869 | val_loss: 0.0311858 | Time: 1681.28 ms [2021-09-16 19:03:20 main:574] : INFO : Epoch 1979 | loss: 0.0311866 | val_loss: 0.0311866 | Time: 1620.72 ms [2021-09-16 19:03:22 main:574] : INFO : Epoch 1980 | loss: 0.0311868 | val_loss: 0.0311853 | Time: 1601.91 ms [2021-09-16 19:03:23 main:574] : INFO : Epoch 1981 | loss: 0.0311874 | val_loss: 0.0311864 | Time: 1602.08 ms [2021-09-16 19:03:25 main:574] : INFO : Epoch 1982 | loss: 0.0311853 | val_loss: 0.0311878 | Time: 1628.68 ms [2021-09-16 19:03:27 main:574] : INFO : Epoch 1983 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 1607.88 ms [2021-09-16 19:03:28 main:574] : INFO : Epoch 1984 | loss: 0.0311832 | val_loss: 0.0311886 | Time: 1640.63 ms [2021-09-16 19:03:30 main:574] : INFO : Epoch 1985 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 1581.98 ms [2021-09-16 19:03:32 main:574] : INFO : Epoch 1986 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 1539.15 ms [2021-09-16 19:03:33 main:574] : INFO : Epoch 1987 | loss: 0.0311815 | val_loss: 0.031182 | Time: 1583.46 ms [2021-09-16 19:03:35 main:574] : INFO : Epoch 1988 | loss: 0.031182 | val_loss: 0.0311839 | Time: 1621.95 ms [2021-09-16 19:03:37 main:574] : INFO : Epoch 1989 | loss: 0.031182 | val_loss: 0.0311859 | Time: 1582.11 ms [2021-09-16 19:03:38 main:574] : INFO : Epoch 1990 | loss: 0.031182 | val_loss: 0.0311849 | Time: 1584.39 ms [2021-09-16 19:03:40 main:574] : INFO : Epoch 1991 | loss: 0.0311882 | val_loss: 0.0311983 | Time: 1551.51 ms [2021-09-16 19:03:42 main:574] : INFO : Epoch 1992 | loss: 0.0311893 | val_loss: 0.0311932 | Time: 1582.96 ms [2021-09-16 19:03:44 main:574] : INFO : Epoch 1993 | loss: 0.0311874 | val_loss: 0.0311834 | Time: 1586.38 ms [2021-09-16 19:03:45 main:574] : INFO : Epoch 1994 | loss: 0.0311816 | val_loss: 0.0311839 | Time: 1624.85 ms [2021-09-16 19:03:47 main:574] : INFO : Epoch 1995 | loss: 0.0311789 | val_loss: 0.0311845 | Time: 1604.08 ms [2021-09-16 19:03:49 main:574] : INFO : Epoch 1996 | loss: 0.0311776 | val_loss: 0.0311831 | Time: 1581.63 ms [2021-09-16 19:03:50 main:574] : INFO : Epoch 1997 | loss: 0.0311782 | val_loss: 0.0311815 | Time: 1649.6 ms [2021-09-16 19:03:52 main:574] : INFO : Epoch 1998 | loss: 0.031178 | val_loss: 0.0311811 | Time: 1533.56 ms [2021-09-16 19:03:54 main:574] : INFO : Epoch 1999 | loss: 0.0311775 | val_loss: 0.0311828 | Time: 1544.73 ms [2021-09-16 19:03:55 main:574] : INFO : Epoch 2000 | loss: 0.031177 | val_loss: 0.031183 | Time: 1602.52 ms [2021-09-16 19:03:57 main:574] : INFO : Epoch 2001 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 1616.1 ms [2021-09-16 19:03:59 main:574] : INFO : Epoch 2002 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 1659.79 ms [2021-09-16 19:04:00 main:574] : INFO : Epoch 2003 | loss: 0.0311728 | val_loss: 0.0311831 | Time: 1694.12 ms [2021-09-16 19:04:02 main:574] : INFO : Epoch 2004 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 1613.28 ms [2021-09-16 19:04:04 main:574] : INFO : Epoch 2005 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 1592.98 ms [2021-09-16 19:04:06 main:574] : INFO : Epoch 2006 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 1619.59 ms [2021-09-16 19:04:07 main:574] : INFO : Epoch 2007 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 1628.14 ms [2021-09-16 19:04:09 main:574] : INFO : Epoch 2008 | loss: 0.0311723 | val_loss: 0.0311803 | Time: 1577.53 ms [2021-09-16 19:04:10 main:574] : INFO : Epoch 2009 | loss: 0.0311739 | val_loss: 0.0311799 | Time: 1544.66 ms [2021-09-16 19:04:12 main:574] : INFO : Epoch 2010 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 1579.89 ms [2021-09-16 19:04:14 main:574] : INFO : Epoch 2011 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 1608.26 ms [2021-09-16 19:04:15 main:574] : INFO : Epoch 2012 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 1615.56 ms [2021-09-16 19:04:17 main:574] : INFO : Epoch 2013 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 1599.22 ms [2021-09-16 19:04:19 main:574] : INFO : Epoch 2014 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 1564.13 ms [2021-09-16 19:04:20 main:574] : INFO : Epoch 2015 | loss: 0.03117 | val_loss: 0.0311821 | Time: 1569.75 ms [2021-09-16 19:04:22 main:574] : INFO : Epoch 2016 | loss: 0.0311707 | val_loss: 0.0311809 | Time: 1580.79 ms [2021-09-16 19:04:24 main:574] : INFO : Epoch 2017 | loss: 0.0311717 | val_loss: 0.0311859 | Time: 1609.32 ms [2021-09-16 19:04:25 main:574] : INFO : Epoch 2018 | loss: 0.0311739 | val_loss: 0.031179 | Time: 1667.56 ms [2021-09-16 19:04:27 main:574] : INFO : Epoch 2019 | loss: 0.0311756 | val_loss: 0.0311843 | Time: 1620.08 ms [2021-09-16 19:04:29 main:574] : INFO : Epoch 2020 | loss: 0.0311711 | val_loss: 0.0311775 | Time: 1633.71 ms [2021-09-16 19:04:31 main:574] : INFO : Epoch 2021 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 1512.06 ms [2021-09-16 19:04:32 main:574] : INFO : Epoch 2022 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 1569.39 ms [2021-09-16 19:04:34 main:574] : INFO : Epoch 2023 | loss: 0.0311686 | val_loss: 0.0311813 | Time: 1624.78 ms [2021-09-16 19:04:36 main:574] : INFO : Epoch 2024 | loss: 0.0311712 | val_loss: 0.031177 | Time: 1637.94 ms [2021-09-16 19:04:37 main:574] : INFO : Epoch 2025 | loss: 0.0311722 | val_loss: 0.031177 | Time: 1608.37 ms [2021-09-16 19:04:39 main:574] : INFO : Epoch 2026 | loss: 0.0311748 | val_loss: 0.0311778 | Time: 1545.59 ms [2021-09-16 19:04:40 main:574] : INFO : Epoch 2027 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 1569.65 ms [2021-09-16 19:04:42 main:574] : INFO : Epoch 2028 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1627.54 ms [2021-09-16 19:04:44 main:574] : INFO : Epoch 2029 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 1669.62 ms [2021-09-16 19:04:46 main:574] : INFO : Epoch 2030 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 1631.23 ms [2021-09-16 19:04:48 main:574] : INFO : Epoch 2031 | loss: 0.0311839 | val_loss: 0.0311823 | Time: 1604.27 ms [2021-09-16 19:04:49 main:574] : INFO : Epoch 2032 | loss: 0.031183 | val_loss: 0.0311823 | Time: 1592.07 ms [2021-09-16 19:04:51 main:574] : INFO : Epoch 2033 | loss: 0.0311802 | val_loss: 0.03118 | Time: 1565.16 ms [2021-09-16 19:04:53 main:574] : INFO : Epoch 2034 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1590.3 ms [2021-09-16 19:04:54 main:574] : INFO : Epoch 2035 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 1607.55 ms [2021-09-16 19:04:56 main:574] : INFO : Epoch 2036 | loss: 0.0311712 | val_loss: 0.0311785 | Time: 1583.01 ms [2021-09-16 19:04:58 main:574] : INFO : Epoch 2037 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 1609.52 ms [2021-09-16 19:05:00 main:574] : INFO : Epoch 2038 | loss: 0.0311699 | val_loss: 0.0311788 | Time: 1626.18 ms [2021-09-16 19:05:01 main:574] : INFO : Epoch 2039 | loss: 0.0311704 | val_loss: 0.03118 | Time: 1564.97 ms [2021-09-16 19:05:03 main:574] : INFO : Epoch 2040 | loss: 0.0311683 | val_loss: 0.0311816 | Time: 1561.75 ms [2021-09-16 19:05:05 main:574] : INFO : Epoch 2041 | loss: 0.0311677 | val_loss: 0.0311783 | Time: 1585.88 ms [2021-09-16 19:05:06 main:574] : INFO : Epoch 2042 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 1585.83 ms [2021-09-16 19:05:08 main:574] : INFO : Epoch 2043 | loss: 0.0311686 | val_loss: 0.031178 | Time: 1603.94 ms [2021-09-16 19:05:09 main:574] : INFO : Epoch 2044 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 1602.47 ms [2021-09-16 19:05:11 main:574] : INFO : Epoch 2045 | loss: 0.0311673 | val_loss: 0.0311816 | Time: 1529.23 ms [2021-09-16 19:05:13 main:574] : INFO : Epoch 2046 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 1551.85 ms [2021-09-16 19:05:14 main:574] : INFO : Epoch 2047 | loss: 0.0311669 | val_loss: 0.0311813 | Time: 1612.19 ms [2021-09-16 19:05:16 main:574] : INFO : Epoch 2048 | loss: 0.0311673 | val_loss: 0.031185 | Time: 1611.04 ms [2021-09-16 19:05:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031185 [2021-09-16 19:05:16 main:603] : INFO : Saving end state to config to file [2021-09-16 19:05:16 main:608] : INFO : Success, exiting.. 19:05:16 (6040): 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)