Task 7663265
| Name | ParityModified-1631732565-19875-2_1 |
| Workunit | 5241549 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:21:53 UTC |
| Report deadline | 5 Oct 2021, 2:21:53 UTC |
| Received | 29 Sep 2021, 1:05:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7988 |
| Run time | 1 hours 12 min 57 sec |
| CPU time | 1 hours 11 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,046.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> [2021-09-28 10:25:17 main:574] : INFO : Epoch 1647 | loss: 0.0311333 | val_loss: 0.0311533 | Time: 1983.08 ms [2021-09-28 10:25:19 main:574] : INFO : Epoch 1648 | loss: 0.031133 | val_loss: 0.0311561 | Time: 2111.52 ms [2021-09-28 10:25:21 main:574] : INFO : Epoch 1649 | loss: 0.0311373 | val_loss: 0.0311508 | Time: 2033.92 ms [2021-09-28 10:25:23 main:574] : INFO : Epoch 1650 | loss: 0.0311345 | val_loss: 0.0311527 | Time: 2057.61 ms [2021-09-28 10:25:25 main:574] : INFO : Epoch 1651 | loss: 0.0311359 | val_loss: 0.0311609 | Time: 2061.9 ms [2021-09-28 10:25:27 main:574] : INFO : Epoch 1652 | loss: 0.0311367 | val_loss: 0.0311548 | Time: 1954.92 ms [2021-09-28 10:25:29 main:574] : INFO : Epoch 1653 | loss: 0.0311326 | val_loss: 0.0311522 | Time: 2018.29 ms [2021-09-28 10:25:31 main:574] : INFO : Epoch 1654 | loss: 0.0311335 | val_loss: 0.0311586 | Time: 2005.53 ms [2021-09-28 10:25:33 main:574] : INFO : Epoch 1655 | loss: 0.0311302 | val_loss: 0.0311514 | Time: 1995.68 ms [2021-09-28 10:25:35 main:574] : INFO : Epoch 1656 | loss: 0.0311289 | val_loss: 0.0311511 | Time: 2023.17 ms [2021-09-28 10:25:37 main:574] : INFO : Epoch 1657 | loss: 0.0311283 | val_loss: 0.0311543 | Time: 2019.87 ms [2021-09-28 10:25:39 main:574] : INFO : Epoch 1658 | loss: 0.0311303 | val_loss: 0.0311539 | Time: 2031.35 ms [2021-09-28 10:25:41 main:574] : INFO : Epoch 1659 | loss: 0.0311288 | val_loss: 0.0311513 | Time: 2007.54 ms [2021-09-28 10:25:43 main:574] : INFO : Epoch 1660 | loss: 0.0311265 | val_loss: 0.0311527 | Time: 2012.23 ms [2021-09-28 10:25:45 main:574] : INFO : Epoch 1661 | loss: 0.0311257 | val_loss: 0.0311531 | Time: 2036.11 ms [2021-09-28 10:25:47 main:574] : INFO : Epoch 1662 | loss: 0.0311271 | val_loss: 0.0311552 | Time: 2068.09 ms [2021-09-28 10:25:49 main:574] : INFO : Epoch 1663 | loss: 0.0311257 | val_loss: 0.0311546 | Time: 2005.9 ms [2021-09-28 10:25:51 main:574] : INFO : Epoch 1664 | loss: 0.0311253 | val_loss: 0.0311567 | Time: 2028.83 ms [2021-09-28 10:25:53 main:574] : INFO : Epoch 1665 | loss: 0.0311256 | val_loss: 0.0311534 | Time: 2045.41 ms [2021-09-28 10:25:55 main:574] : INFO : Epoch 1666 | loss: 0.0311254 | val_loss: 0.0311554 | Time: 2064.84 ms [2021-09-28 10:25:57 main:574] : INFO : Epoch 1667 | loss: 0.0311262 | val_loss: 0.0311545 | Time: 2018.56 ms [2021-09-28 10:26:00 main:574] : INFO : Epoch 1668 | loss: 0.0311268 | val_loss: 0.0311522 | Time: 2113.92 ms [2021-09-28 10:26:02 main:574] : INFO : Epoch 1669 | loss: 0.0311257 | val_loss: 0.0311543 | Time: 2035.82 ms [2021-09-28 10:26:04 main:574] : INFO : Epoch 1670 | loss: 0.0311279 | val_loss: 0.0311526 | Time: 2001.63 ms [2021-09-28 10:26:06 main:574] : INFO : Epoch 1671 | loss: 0.031127 | val_loss: 0.0311588 | Time: 2021.45 ms [2021-09-28 10:26:08 main:574] : INFO : Epoch 1672 | loss: 0.031127 | val_loss: 0.0311573 | Time: 2033.09 ms [2021-09-28 10:26:10 main:574] : INFO : Epoch 1673 | loss: 0.0311317 | val_loss: 0.0311612 | Time: 2096.02 ms [2021-09-28 10:26:12 main:574] : INFO : Epoch 1674 | loss: 0.0311304 | val_loss: 0.0311567 | Time: 2127.4 ms [2021-09-28 10:26:14 main:574] : INFO : Epoch 1675 | loss: 0.0311286 | val_loss: 0.0311568 | Time: 2023.21 ms [2021-09-28 10:26:16 main:574] : INFO : Epoch 1676 | loss: 0.0311305 | val_loss: 0.0311595 | Time: 2005.64 ms [2021-09-28 10:26:18 main:574] : INFO : Epoch 1677 | loss: 0.0311276 | val_loss: 0.0311543 | Time: 2007.91 ms [2021-09-28 10:26:20 main:574] : INFO : Epoch 1678 | loss: 0.0311265 | val_loss: 0.0311549 | Time: 1999.15 ms [2021-09-28 10:26:22 main:574] : INFO : Epoch 1679 | loss: 0.0311271 | val_loss: 0.0311523 | Time: 2083.96 ms [2021-09-28 10:26:24 main:574] : INFO : Epoch 1680 | loss: 0.0311258 | val_loss: 0.0311538 | Time: 2077.4 ms [2021-09-28 10:26:26 main:574] : INFO : Epoch 1681 | loss: 0.0311243 | val_loss: 0.0311542 | Time: 2127.25 ms [2021-09-28 10:26:29 main:574] : INFO : Epoch 1682 | loss: 0.0311266 | val_loss: 0.0311561 | Time: 2537.47 ms [2021-09-28 10:26:31 main:574] : INFO : Epoch 1683 | loss: 0.0311288 | val_loss: 0.0311564 | Time: 2393.18 ms [2021-09-28 10:26:34 main:574] : INFO : Epoch 1684 | loss: 0.0311279 | val_loss: 0.0311593 | Time: 2311.11 ms [2021-09-28 10:26:36 main:574] : INFO : Epoch 1685 | loss: 0.0311282 | val_loss: 0.0311547 | Time: 2135.99 ms [2021-09-28 10:26:38 main:574] : INFO : Epoch 1686 | loss: 0.0311262 | val_loss: 0.0311555 | Time: 2083.4 ms [2021-09-28 10:26:40 main:574] : INFO : Epoch 1687 | loss: 0.0311293 | val_loss: 0.0311526 | Time: 2072.45 ms [2021-09-28 10:26:42 main:574] : INFO : Epoch 1688 | loss: 0.0311315 | val_loss: 0.0311554 | Time: 2087.33 ms [2021-09-28 10:26:44 main:574] : INFO : Epoch 1689 | loss: 0.0311313 | val_loss: 0.0311562 | Time: 1968.54 ms [2021-09-28 10:26:46 main:574] : INFO : Epoch 1690 | loss: 0.0311332 | val_loss: 0.0311609 | Time: 1909 ms [2021-09-28 10:26:48 main:574] : INFO : Epoch 1691 | loss: 0.0311353 | val_loss: 0.0311584 | Time: 2071.23 ms [2021-09-28 10:26:50 main:574] : INFO : Epoch 1692 | loss: 0.0311361 | val_loss: 0.0311568 | Time: 2200.72 ms [2021-09-28 10:26:52 main:574] : INFO : Epoch 1693 | loss: 0.0311344 | val_loss: 0.0311562 | Time: 2077.49 ms [2021-09-28 10:26:54 main:574] : INFO : Epoch 1694 | loss: 0.031138 | val_loss: 0.0311561 | Time: 2079.25 ms [2021-09-28 10:26:56 main:574] : INFO : Epoch 1695 | loss: 0.0311344 | val_loss: 0.0311559 | Time: 2106.45 ms [2021-09-28 10:26:59 main:574] : INFO : Epoch 1696 | loss: 0.0311351 | val_loss: 0.0311575 | Time: 2205.14 ms [2021-09-28 10:27:01 main:574] : INFO : Epoch 1697 | loss: 0.0311321 | val_loss: 0.0311562 | Time: 2036.4 ms [2021-09-28 10:27:03 main:574] : INFO : Epoch 1698 | loss: 0.0311348 | val_loss: 0.0311564 | Time: 2064.75 ms [2021-09-28 10:27:05 main:574] : INFO : Epoch 1699 | loss: 0.031136 | val_loss: 0.0311528 | Time: 2116.39 ms [2021-09-28 10:27:07 main:574] : INFO : Epoch 1700 | loss: 0.0311365 | val_loss: 0.031156 | Time: 2011.18 ms [2021-09-28 10:27:09 main:574] : INFO : Epoch 1701 | loss: 0.0311331 | val_loss: 0.0311549 | Time: 2073.2 ms [2021-09-28 10:27:11 main:574] : INFO : Epoch 1702 | loss: 0.0311365 | val_loss: 0.0311569 | Time: 2074.58 ms [2021-09-28 10:27:13 main:574] : INFO : Epoch 1703 | loss: 0.031135 | val_loss: 0.031154 | Time: 2017.97 ms [2021-09-28 10:27:15 main:574] : INFO : Epoch 1704 | loss: 0.0311373 | val_loss: 0.0311507 | Time: 2078.4 ms [2021-09-28 10:27:17 main:574] : INFO : Epoch 1705 | loss: 0.0311349 | val_loss: 0.0311552 | Time: 2074.85 ms [2021-09-28 10:27:19 main:574] : INFO : Epoch 1706 | loss: 0.0311379 | val_loss: 0.0311554 | Time: 2050.71 ms [2021-09-28 10:27:21 main:574] : INFO : Epoch 1707 | loss: 0.0311325 | val_loss: 0.0311539 | Time: 2144.44 ms [2021-09-28 10:27:24 main:574] : INFO : Epoch 1708 | loss: 0.0311307 | val_loss: 0.0311557 | Time: 2208.48 ms [2021-09-28 10:27:26 main:574] : INFO : Epoch 1709 | loss: 0.031135 | val_loss: 0.0311556 | Time: 2060.87 ms [2021-09-28 10:27:28 main:574] : INFO : Epoch 1710 | loss: 0.0311384 | val_loss: 0.03116 | Time: 2061.64 ms [2021-09-28 10:27:30 main:574] : INFO : Epoch 1711 | loss: 0.0311371 | val_loss: 0.0311543 | Time: 2077.38 ms [2021-09-28 10:27:32 main:574] : INFO : Epoch 1712 | loss: 0.031135 | val_loss: 0.0311566 | Time: 2074.07 ms [2021-09-28 10:27:34 main:574] : INFO : Epoch 1713 | loss: 0.0311353 | val_loss: 0.0311529 | Time: 2081.17 ms [2021-09-28 10:27:36 main:574] : INFO : Epoch 1714 | loss: 0.0311392 | val_loss: 0.0311577 | Time: 2100.06 ms [2021-09-28 10:27:38 main:574] : INFO : Epoch 1715 | loss: 0.0311368 | val_loss: 0.031153 | Time: 2069.09 ms [2021-09-28 10:27:40 main:574] : INFO : Epoch 1716 | loss: 0.0311346 | val_loss: 0.0311508 | Time: 2071.44 ms [2021-09-28 10:27:43 main:574] : INFO : Epoch 1717 | loss: 0.0311326 | val_loss: 0.0311539 | Time: 2126.21 ms [2021-09-28 10:27:45 main:574] : INFO : Epoch 1718 | loss: 0.0311322 | val_loss: 0.031153 | Time: 2035.79 ms [2021-09-28 10:27:47 main:574] : INFO : Epoch 1719 | loss: 0.0311345 | val_loss: 0.0311503 | Time: 2077.82 ms [2021-09-28 10:27:49 main:574] : INFO : Epoch 1720 | loss: 0.0311347 | val_loss: 0.0311533 | Time: 2052.29 ms [2021-09-28 10:27:51 main:574] : INFO : Epoch 1721 | loss: 0.0311402 | val_loss: 0.0311574 | Time: 2048.32 ms [2021-09-28 10:27:53 main:574] : INFO : Epoch 1722 | loss: 0.031137 | val_loss: 0.031149 | Time: 2082.59 ms [2021-09-28 10:27:55 main:574] : INFO : Epoch 1723 | loss: 0.0311334 | val_loss: 0.0311502 | Time: 2067.35 ms [2021-09-28 10:27:57 main:574] : INFO : Epoch 1724 | loss: 0.0311322 | val_loss: 0.0311518 | Time: 2064.7 ms [2021-09-28 10:27:59 main:574] : INFO : Epoch 1725 | loss: 0.0311332 | val_loss: 0.0311584 | Time: 2045.36 ms [2021-09-28 10:28:01 main:574] : INFO : Epoch 1726 | loss: 0.0311312 | val_loss: 0.0311541 | Time: 2103.69 ms [2021-09-28 10:28:03 main:574] : INFO : Epoch 1727 | loss: 0.0311311 | val_loss: 0.0311533 | Time: 2016.21 ms [2021-09-28 10:28:05 main:574] : INFO : Epoch 1728 | loss: 0.0311375 | val_loss: 0.0311568 | Time: 2038.74 ms [2021-09-28 10:28:07 main:574] : INFO : Epoch 1729 | loss: 0.0311327 | val_loss: 0.0311497 | Time: 2077.21 ms [2021-09-28 10:28:09 main:574] : INFO : Epoch 1730 | loss: 0.0311316 | val_loss: 0.0311507 | Time: 2086.93 ms [2021-09-28 10:28:11 main:574] : INFO : Epoch 1731 | loss: 0.0311297 | val_loss: 0.0311543 | Time: 2066.73 ms [2021-09-28 10:28:14 main:574] : INFO : Epoch 1732 | loss: 0.0311368 | val_loss: 0.0311585 | Time: 2082.95 ms [2021-09-28 10:28:16 main:574] : INFO : Epoch 1733 | loss: 0.0311349 | val_loss: 0.0311541 | Time: 2066.94 ms [2021-09-28 10:28:18 main:574] : INFO : Epoch 1734 | loss: 0.0311325 | val_loss: 0.0311561 | Time: 2026.24 ms [2021-09-28 10:28:20 main:574] : INFO : Epoch 1735 | loss: 0.0311331 | val_loss: 0.0311532 | Time: 2059.92 ms [2021-09-28 10:28:22 main:574] : INFO : Epoch 1736 | loss: 0.0311316 | val_loss: 0.0311528 | Time: 2089.48 ms [2021-09-28 10:28:24 main:574] : INFO : Epoch 1737 | loss: 0.0311305 | val_loss: 0.0311532 | Time: 2061.87 ms [2021-09-28 10:28:26 main:574] : INFO : Epoch 1738 | loss: 0.0311296 | val_loss: 0.0311543 | Time: 2093.76 ms [2021-09-28 10:28:28 main:574] : INFO : Epoch 1739 | loss: 0.0311296 | val_loss: 0.0311505 | Time: 2046.47 ms [2021-09-28 10:28:30 main:574] : INFO : Epoch 1740 | loss: 0.0311295 | val_loss: 0.0311496 | Time: 2165.98 ms [2021-09-28 10:28:32 main:574] : INFO : Epoch 1741 | loss: 0.0311296 | val_loss: 0.031148 | Time: 2050.82 ms [2021-09-28 10:28:34 main:574] : INFO : Epoch 1742 | loss: 0.0311283 | val_loss: 0.0311489 | Time: 2012.72 ms [2021-09-28 10:28:36 main:574] : INFO : Epoch 1743 | loss: 0.0311288 | val_loss: 0.0311512 | Time: 2066.83 ms [2021-09-28 10:28:38 main:574] : INFO : Epoch 1744 | loss: 0.0311306 | val_loss: 0.031151 | Time: 2035.34 ms [2021-09-28 10:28:40 main:574] : INFO : Epoch 1745 | loss: 0.03113 | val_loss: 0.031154 | Time: 1994.46 ms [2021-09-28 10:28:43 main:574] : INFO : Epoch 1746 | loss: 0.0311332 | val_loss: 0.0311526 | Time: 2113.11 ms [2021-09-28 10:28:45 main:574] : INFO : Epoch 1747 | loss: 0.0311292 | val_loss: 0.0311507 | Time: 2008.88 ms [2021-09-28 10:28:47 main:574] : INFO : Epoch 1748 | loss: 0.0311276 | val_loss: 0.0311518 | Time: 2006.62 ms [2021-09-28 10:28:49 main:574] : INFO : Epoch 1749 | loss: 0.031129 | val_loss: 0.0311489 | Time: 2026.59 ms [2021-09-28 10:28:51 main:574] : INFO : Epoch 1750 | loss: 0.0311279 | val_loss: 0.0311484 | Time: 2087.56 ms [2021-09-28 10:28:53 main:574] : INFO : Epoch 1751 | loss: 0.0311297 | val_loss: 0.0311565 | Time: 1998.93 ms [2021-09-28 10:28:55 main:574] : INFO : Epoch 1752 | loss: 0.031138 | val_loss: 0.0311565 | Time: 2033.09 ms [2021-09-28 10:28:57 main:574] : INFO : Epoch 1753 | loss: 0.0311383 | val_loss: 0.0311555 | Time: 2063.28 ms [2021-09-28 10:28:59 main:574] : INFO : Epoch 1754 | loss: 0.0311337 | val_loss: 0.0311528 | Time: 2043.7 ms [2021-09-28 10:29:01 main:574] : INFO : Epoch 1755 | loss: 0.031133 | val_loss: 0.0311498 | Time: 2091.49 ms [2021-09-28 10:29:03 main:574] : INFO : Epoch 1756 | loss: 0.031131 | val_loss: 0.0311528 | Time: 2020.25 ms [2021-09-28 10:29:05 main:574] : INFO : Epoch 1757 | loss: 0.0311275 | val_loss: 0.0311523 | Time: 2086.1 ms [2021-09-28 10:29:07 main:574] : INFO : Epoch 1758 | loss: 0.0311272 | val_loss: 0.0311503 | Time: 2033.26 ms [2021-09-28 10:29:09 main:574] : INFO : Epoch 1759 | loss: 0.0311271 | val_loss: 0.0311533 | Time: 1999.93 ms [2021-09-28 10:29:11 main:574] : INFO : Epoch 1760 | loss: 0.031126 | val_loss: 0.0311511 | Time: 2079.25 ms [2021-09-28 10:29:13 main:574] : INFO : Epoch 1761 | loss: 0.0311261 | val_loss: 0.0311538 | Time: 2053.47 ms [2021-09-28 10:29:15 main:574] : INFO : Epoch 1762 | loss: 0.0311284 | val_loss: 0.03115 | Time: 2067.39 ms [2021-09-28 10:29:17 main:574] : INFO : Epoch 1763 | loss: 0.0311318 | val_loss: 0.0311497 | Time: 2116.46 ms [2021-09-28 10:29:20 main:574] : INFO : Epoch 1764 | loss: 0.0311322 | val_loss: 0.03115 | Time: 2108 ms [2021-09-28 10:29:22 main:574] : INFO : Epoch 1765 | loss: 0.0311311 | val_loss: 0.0311518 | Time: 2058.27 ms [2021-09-28 10:29:24 main:574] : INFO : Epoch 1766 | loss: 0.031132 | val_loss: 0.0311533 | Time: 2054.32 ms [2021-09-28 10:29:26 main:574] : INFO : Epoch 1767 | loss: 0.0311323 | val_loss: 0.0311502 | Time: 2112.47 ms [2021-09-28 10:29:28 main:574] : INFO : Epoch 1768 | loss: 0.0311297 | val_loss: 0.0311478 | Time: 2106.83 ms [2021-09-28 10:29:30 main:574] : INFO : Epoch 1769 | loss: 0.0311288 | val_loss: 0.0311532 | Time: 2050.92 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1650 Ti) [2021-09-29 02:44:51 main:435] : INFO : Set logging level to 1 [2021-09-29 02:44:51 main:441] : INFO : Running in BOINC Client mode [2021-09-29 02:44:51 main:444] : INFO : Resolving all filenames [2021-09-29 02:44:51 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-29 02:44:51 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631732565-19875-2_1_r1391243568_1 (exists = 1) [2021-09-29 02:44:51 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631732565-19875-2_1_r1391243568_0 (exists = 0) [2021-09-29 02:44:51 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631732565-19875-2 (exists = 1) [2021-09-29 02:44:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-29 02:44:51 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-29 02:44:51 main:474] : INFO : Configuration: [2021-09-29 02:44:51 main:475] : INFO : Model type: GRU [2021-09-29 02:44:51 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-29 02:44:51 main:477] : INFO : Max Epochs: 2048 [2021-09-29 02:44:51 main:478] : INFO : Batch Size: 128 [2021-09-29 02:44:51 main:479] : INFO : Learning Rate: 0.01 [2021-09-29 02:44:51 main:480] : INFO : Patience: 10 [2021-09-29 02:44:51 main:481] : INFO : Hidden Width: 12 [2021-09-29 02:44:51 main:482] : INFO : # Recurrent Layers: 4 [2021-09-29 02:44:51 main:483] : INFO : # Backend Layers: 4 [2021-09-29 02:44:51 main:484] : INFO : # Threads: 1 [2021-09-29 02:44:51 main:486] : INFO : Preparing Dataset [2021-09-29 02:44:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-29 02:44:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1650 Ti) [2021-09-29 02:50:30 main:435] : INFO : Set logging level to 1 [2021-09-29 02:50:30 main:441] : INFO : Running in BOINC Client mode [2021-09-29 02:50:30 main:444] : INFO : Resolving all filenames [2021-09-29 02:50:30 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-29 02:50:30 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631732565-19875-2_1_r1391243568_1 (exists = 1) [2021-09-29 02:50:30 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631732565-19875-2_1_r1391243568_0 (exists = 0) [2021-09-29 02:50:30 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631732565-19875-2 (exists = 1) [2021-09-29 02:50:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-29 02:50:30 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-29 02:50:30 main:474] : INFO : Configuration: [2021-09-29 02:50:30 main:475] : INFO : Model type: GRU [2021-09-29 02:50:30 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-29 02:50:30 main:477] : INFO : Max Epochs: 2048 [2021-09-29 02:50:30 main:478] : INFO : Batch Size: 128 [2021-09-29 02:50:30 main:479] : INFO : Learning Rate: 0.01 [2021-09-29 02:50:30 main:480] : INFO : Patience: 10 [2021-09-29 02:50:30 main:481] : INFO : Hidden Width: 12 [2021-09-29 02:50:30 main:482] : INFO : # Recurrent Layers: 4 [2021-09-29 02:50:30 main:483] : INFO : # Backend Layers: 4 [2021-09-29 02:50:30 main:484] : INFO : # Threads: 1 [2021-09-29 02:50:30 main:486] : INFO : Preparing Dataset [2021-09-29 02:50:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-29 02:50:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-29 02:50:33 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-29 02:50:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-29 02:50:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-29 02:50:33 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-29 02:50:33 main:494] : INFO : Creating Model [2021-09-29 02:50:33 main:507] : INFO : Preparing config file [2021-09-29 02:50:33 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-29 02:50:33 main:512] : INFO : Loading config [2021-09-29 02:50:33 main:514] : INFO : Loading state [2021-09-29 02:50:35 main:559] : INFO : Loading DataLoader into Memory [2021-09-29 02:50:35 main:562] : INFO : Starting Training [2021-09-29 02:50:37 main:574] : INFO : Epoch 1716 | loss: 0.0311649 | val_loss: 0.0311558 | Time: 2255.36 ms [2021-09-29 02:50:39 main:574] : INFO : Epoch 1717 | loss: 0.0311387 | val_loss: 0.0311533 | Time: 1699.31 ms [2021-09-29 02:50:41 main:574] : INFO : Epoch 1718 | loss: 0.0311346 | val_loss: 0.03115 | Time: 1744.27 ms [2021-09-29 02:50:43 main:574] : INFO : Epoch 1719 | loss: 0.0311319 | val_loss: 0.0311504 | Time: 1963.12 ms [2021-09-29 02:50:45 main:574] : INFO : Epoch 1720 | loss: 0.0311318 | val_loss: 0.0311516 | Time: 1967.04 ms [2021-09-29 02:50:47 main:574] : INFO : Epoch 1721 | loss: 0.0311302 | val_loss: 0.0311525 | Time: 2019.56 ms [2021-09-29 02:50:49 main:574] : INFO : Epoch 1722 | loss: 0.031132 | val_loss: 0.0311509 | Time: 1976.87 ms [2021-09-29 02:50:51 main:574] : INFO : Epoch 1723 | loss: 0.0311305 | val_loss: 0.0311488 | Time: 1893.03 ms [2021-09-29 02:50:53 main:574] : INFO : Epoch 1724 | loss: 0.0311313 | val_loss: 0.031156 | Time: 1988.36 ms [2021-09-29 02:50:55 main:574] : INFO : Epoch 1725 | loss: 0.031133 | val_loss: 0.03115 | Time: 1983.8 ms [2021-09-29 02:50:57 main:574] : INFO : Epoch 1726 | loss: 0.031133 | val_loss: 0.031153 | Time: 1981.13 ms [2021-09-29 02:50:59 main:574] : INFO : Epoch 1727 | loss: 0.031131 | val_loss: 0.031158 | Time: 1950.86 ms [2021-09-29 02:51:01 main:574] : INFO : Epoch 1728 | loss: 0.0311331 | val_loss: 0.0311547 | Time: 1983.88 ms [2021-09-29 02:51:02 main:574] : INFO : Epoch 1729 | loss: 0.0311335 | val_loss: 0.0311544 | Time: 1939.74 ms [2021-09-29 02:51:05 main:574] : INFO : Epoch 1730 | loss: 0.0311314 | val_loss: 0.0311546 | Time: 2018.45 ms [2021-09-29 02:51:06 main:574] : INFO : Epoch 1731 | loss: 0.0311306 | val_loss: 0.0311607 | Time: 1865.34 ms [2021-09-29 02:51:08 main:574] : INFO : Epoch 1732 | loss: 0.0311301 | val_loss: 0.0311581 | Time: 2029.78 ms [2021-09-29 02:51:10 main:574] : INFO : Epoch 1733 | loss: 0.0311281 | val_loss: 0.0311568 | Time: 1988.97 ms [2021-09-29 02:51:13 main:574] : INFO : Epoch 1734 | loss: 0.0311276 | val_loss: 0.031157 | Time: 2113.54 ms [2021-09-29 02:51:15 main:574] : INFO : Epoch 1735 | loss: 0.031127 | val_loss: 0.0311637 | Time: 2057.89 ms [2021-09-29 02:51:17 main:574] : INFO : Epoch 1736 | loss: 0.03113 | val_loss: 0.0311607 | Time: 2022.24 ms [2021-09-29 02:51:19 main:574] : INFO : Epoch 1737 | loss: 0.0311307 | val_loss: 0.0311602 | Time: 1939.41 ms [2021-09-29 02:51:21 main:574] : INFO : Epoch 1738 | loss: 0.0311288 | val_loss: 0.0311623 | Time: 1957.24 ms [2021-09-29 02:51:22 main:574] : INFO : Epoch 1739 | loss: 0.0311272 | val_loss: 0.0311602 | Time: 1898.33 ms [2021-09-29 02:51:24 main:574] : INFO : Epoch 1740 | loss: 0.0311268 | val_loss: 0.0311577 | Time: 1950.54 ms [2021-09-29 02:51:26 main:574] : INFO : Epoch 1741 | loss: 0.0311301 | val_loss: 0.0311528 | Time: 1948.21 ms [2021-09-29 02:51:28 main:574] : INFO : Epoch 1742 | loss: 0.0311285 | val_loss: 0.0311556 | Time: 1949.82 ms [2021-09-29 02:51:30 main:574] : INFO : Epoch 1743 | loss: 0.0311272 | val_loss: 0.031155 | Time: 2008.18 ms [2021-09-29 02:51:33 main:574] : INFO : Epoch 1744 | loss: 0.0311273 | val_loss: 0.0311619 | Time: 2200.23 ms [2021-09-29 02:51:35 main:574] : INFO : Epoch 1745 | loss: 0.031127 | val_loss: 0.0311583 | Time: 2146.01 ms [2021-09-29 02:51:37 main:574] : INFO : Epoch 1746 | loss: 0.0311271 | val_loss: 0.0311576 | Time: 1931.36 ms [2021-09-29 02:51:39 main:574] : INFO : Epoch 1747 | loss: 0.0311268 | val_loss: 0.0311571 | Time: 1949.52 ms [2021-09-29 02:51:40 main:574] : INFO : Epoch 1748 | loss: 0.0311262 | val_loss: 0.0311561 | Time: 1908.62 ms [2021-09-29 02:51:42 main:574] : INFO : Epoch 1749 | loss: 0.0311247 | val_loss: 0.0311585 | Time: 1935.34 ms [2021-09-29 02:51:44 main:574] : INFO : Epoch 1750 | loss: 0.0311287 | val_loss: 0.0311562 | Time: 1955.58 ms [2021-09-29 02:51:46 main:574] : INFO : Epoch 1751 | loss: 0.0311328 | val_loss: 0.0311569 | Time: 2059.1 ms [2021-09-29 02:51:48 main:574] : INFO : Epoch 1752 | loss: 0.0311316 | val_loss: 0.0311557 | Time: 1949.6 ms [2021-09-29 02:51:50 main:574] : INFO : Epoch 1753 | loss: 0.0311287 | val_loss: 0.0311524 | Time: 1922.28 ms [2021-09-29 02:51:52 main:574] : INFO : Epoch 1754 | loss: 0.0311272 | val_loss: 0.0311517 | Time: 1870.49 ms [2021-09-29 02:51:54 main:574] : INFO : Epoch 1755 | loss: 0.031126 | val_loss: 0.0311511 | Time: 1922.88 ms [2021-09-29 02:51:56 main:574] : INFO : Epoch 1756 | loss: 0.0311312 | val_loss: 0.0311601 | Time: 1940.6 ms [2021-09-29 02:51:58 main:574] : INFO : Epoch 1757 | loss: 0.0311321 | val_loss: 0.0311562 | Time: 2023.66 ms [2021-09-29 02:52:00 main:574] : INFO : Epoch 1758 | loss: 0.0311323 | val_loss: 0.0311541 | Time: 2014.18 ms [2021-09-29 02:52:03 main:574] : INFO : Epoch 1759 | loss: 0.0311289 | val_loss: 0.0311533 | Time: 2692.58 ms [2021-09-29 02:52:07 main:574] : INFO : Epoch 1760 | loss: 0.0311312 | val_loss: 0.0311588 | Time: 3921.26 ms [2021-09-29 02:52:30 main:574] : INFO : Epoch 1761 | loss: 0.0311299 | val_loss: 0.0311539 | Time: 22863.9 ms [2021-09-29 02:52:32 main:574] : INFO : Epoch 1762 | loss: 0.03113 | val_loss: 0.0311557 | Time: 2559.93 ms [2021-09-29 02:52:35 main:574] : INFO : Epoch 1763 | loss: 0.0311323 | val_loss: 0.0311536 | Time: 2314.62 ms [2021-09-29 02:52:37 main:574] : INFO : Epoch 1764 | loss: 0.0311306 | val_loss: 0.0311566 | Time: 2276.54 ms [2021-09-29 02:52:49 main:574] : INFO : Epoch 1765 | loss: 0.0311279 | val_loss: 0.0311572 | Time: 12348 ms [2021-09-29 02:52:51 main:574] : INFO : Epoch 1766 | loss: 0.0311286 | val_loss: 0.0311586 | Time: 2197.06 ms [2021-09-29 02:52:54 main:574] : INFO : Epoch 1767 | loss: 0.0311276 | val_loss: 0.0311564 | Time: 2225.1 ms [2021-09-29 02:52:56 main:574] : INFO : Epoch 1768 | loss: 0.0311292 | val_loss: 0.0311598 | Time: 2221.26 ms [2021-09-29 02:52:58 main:574] : INFO : Epoch 1769 | loss: 0.0311274 | val_loss: 0.0311541 | Time: 2163.24 ms [2021-09-29 02:53:00 main:574] : INFO : Epoch 1770 | loss: 0.0311256 | val_loss: 0.0311532 | Time: 2269.59 ms [2021-09-29 02:53:02 main:574] : INFO : Epoch 1771 | loss: 0.031124 | val_loss: 0.031152 | Time: 2175.49 ms [2021-09-29 02:53:05 main:574] : INFO : Epoch 1772 | loss: 0.0311254 | val_loss: 0.0311486 | Time: 2208.07 ms [2021-09-29 02:53:07 main:574] : INFO : Epoch 1773 | loss: 0.031126 | val_loss: 0.0311559 | Time: 2170.14 ms [2021-09-29 02:53:09 main:574] : INFO : Epoch 1774 | loss: 0.0311274 | val_loss: 0.0311558 | Time: 2223.57 ms [2021-09-29 02:53:11 main:574] : INFO : Epoch 1775 | loss: 0.0311231 | val_loss: 0.031153 | Time: 2117.86 ms [2021-09-29 02:53:13 main:574] : INFO : Epoch 1776 | loss: 0.0311231 | val_loss: 0.0311571 | Time: 2269.94 ms [2021-09-29 02:53:16 main:574] : INFO : Epoch 1777 | loss: 0.0311227 | val_loss: 0.0311559 | Time: 2751.1 ms [2021-09-29 02:53:29 main:574] : INFO : Epoch 1778 | loss: 0.0311254 | val_loss: 0.0311572 | Time: 12505 ms [2021-09-29 02:53:31 main:574] : INFO : Epoch 1779 | loss: 0.0311266 | val_loss: 0.0311606 | Time: 2098.34 ms [2021-09-29 02:53:33 main:574] : INFO : Epoch 1780 | loss: 0.0311251 | val_loss: 0.0311585 | Time: 2217.82 ms [2021-09-29 02:53:35 main:574] : INFO : Epoch 1781 | loss: 0.031125 | val_loss: 0.0311561 | Time: 2305.62 ms [2021-09-29 02:53:38 main:574] : INFO : Epoch 1782 | loss: 0.0311237 | val_loss: 0.0311594 | Time: 2342.82 ms [2021-09-29 02:53:40 main:574] : INFO : Epoch 1783 | loss: 0.0311241 | val_loss: 0.0311567 | Time: 2182.9 ms [2021-09-29 02:53:42 main:574] : INFO : Epoch 1784 | loss: 0.0311241 | val_loss: 0.0311638 | Time: 2236.78 ms [2021-09-29 02:53:44 main:574] : INFO : Epoch 1785 | loss: 0.031127 | val_loss: 0.0311563 | Time: 2236.04 ms [2021-09-29 02:53:47 main:574] : INFO : Epoch 1786 | loss: 0.0311257 | val_loss: 0.03116 | Time: 2220.63 ms [2021-09-29 02:53:49 main:574] : INFO : Epoch 1787 | loss: 0.0311236 | val_loss: 0.0311602 | Time: 2542.73 ms [2021-09-29 02:53:51 main:574] : INFO : Epoch 1788 | loss: 0.0311259 | val_loss: 0.0311556 | Time: 2199.39 ms [2021-09-29 02:53:54 main:574] : INFO : Epoch 1789 | loss: 0.0311235 | val_loss: 0.0311584 | Time: 2329.74 ms [2021-09-29 02:53:56 main:574] : INFO : Epoch 1790 | loss: 0.0311257 | val_loss: 0.0311597 | Time: 2276.64 ms [2021-09-29 02:53:58 main:574] : INFO : Epoch 1791 | loss: 0.0311244 | val_loss: 0.0311584 | Time: 2251.4 ms [2021-09-29 02:54:01 main:574] : INFO : Epoch 1792 | loss: 0.0311242 | val_loss: 0.0311593 | Time: 2347.04 ms [2021-09-29 02:54:03 main:574] : INFO : Epoch 1793 | loss: 0.0311292 | val_loss: 0.0311575 | Time: 2291.89 ms [2021-09-29 02:54:05 main:574] : INFO : Epoch 1794 | loss: 0.031129 | val_loss: 0.0311574 | Time: 2368.08 ms [2021-09-29 02:54:08 main:574] : INFO : Epoch 1795 | loss: 0.0311287 | val_loss: 0.0311538 | Time: 2351.45 ms [2021-09-29 02:54:10 main:574] : INFO : Epoch 1796 | loss: 0.0311251 | val_loss: 0.0311552 | Time: 2541.41 ms [2021-09-29 02:54:13 main:574] : INFO : Epoch 1797 | loss: 0.0311256 | val_loss: 0.0311591 | Time: 2597.16 ms [2021-09-29 02:54:15 main:574] : INFO : Epoch 1798 | loss: 0.0311248 | val_loss: 0.0311586 | Time: 2480.46 ms [2021-09-29 02:54:18 main:574] : INFO : Epoch 1799 | loss: 0.0311242 | val_loss: 0.0311574 | Time: 2428.2 ms [2021-09-29 02:54:20 main:574] : INFO : Epoch 1800 | loss: 0.0311229 | val_loss: 0.0311568 | Time: 2328.01 ms [2021-09-29 02:54:22 main:574] : INFO : Epoch 1801 | loss: 0.0311239 | val_loss: 0.0311582 | Time: 2324.1 ms [2021-09-29 02:54:25 main:574] : INFO : Epoch 1802 | loss: 0.031126 | val_loss: 0.0311616 | Time: 2300.19 ms [2021-09-29 02:54:27 main:574] : INFO : Epoch 1803 | loss: 0.0311268 | val_loss: 0.0311611 | Time: 2385.1 ms [2021-09-29 02:54:29 main:574] : INFO : Epoch 1804 | loss: 0.0311317 | val_loss: 0.0311612 | Time: 2303.39 ms [2021-09-29 02:54:32 main:574] : INFO : Epoch 1805 | loss: 0.0311346 | val_loss: 0.0311643 | Time: 2284.94 ms [2021-09-29 02:54:34 main:574] : INFO : Epoch 1806 | loss: 0.0311335 | val_loss: 0.0311643 | Time: 2315.02 ms [2021-09-29 02:54:36 main:574] : INFO : Epoch 1807 | loss: 0.0311299 | val_loss: 0.0311604 | Time: 2359.7 ms [2021-09-29 02:54:39 main:574] : INFO : Epoch 1808 | loss: 0.031129 | val_loss: 0.0311593 | Time: 2330.88 ms [2021-09-29 02:54:41 main:574] : INFO : Epoch 1809 | loss: 0.0311283 | val_loss: 0.0311637 | Time: 2379.86 ms [2021-09-29 02:54:44 main:574] : INFO : Epoch 1810 | loss: 0.0311281 | val_loss: 0.0311586 | Time: 2370.37 ms [2021-09-29 02:54:46 main:574] : INFO : Epoch 1811 | loss: 0.0311276 | val_loss: 0.0311582 | Time: 2299.46 ms [2021-09-29 02:54:48 main:574] : INFO : Epoch 1812 | loss: 0.0311307 | val_loss: 0.0311621 | Time: 2384.58 ms [2021-09-29 02:54:51 main:574] : INFO : Epoch 1813 | loss: 0.0311287 | val_loss: 0.0311608 | Time: 2337.18 ms [2021-09-29 02:54:53 main:574] : INFO : Epoch 1814 | loss: 0.0311276 | val_loss: 0.0311609 | Time: 2250.93 ms [2021-09-29 02:54:55 main:574] : INFO : Epoch 1815 | loss: 0.0311264 | val_loss: 0.0311577 | Time: 2445.35 ms [2021-09-29 02:54:58 main:574] : INFO : Epoch 1816 | loss: 0.0311238 | val_loss: 0.0311588 | Time: 2317.81 ms [2021-09-29 02:55:00 main:574] : INFO : Epoch 1817 | loss: 0.031126 | val_loss: 0.0311602 | Time: 2350.85 ms [2021-09-29 02:55:02 main:574] : INFO : Epoch 1818 | loss: 0.0311237 | val_loss: 0.0311599 | Time: 2369.35 ms [2021-09-29 02:55:05 main:574] : INFO : Epoch 1819 | loss: 0.0311265 | val_loss: 0.0311627 | Time: 2323.38 ms [2021-09-29 02:55:07 main:574] : INFO : Epoch 1820 | loss: 0.0311245 | val_loss: 0.0311584 | Time: 2466.35 ms [2021-09-29 02:55:10 main:574] : INFO : Epoch 1821 | loss: 0.0311243 | val_loss: 0.0311624 | Time: 2374.43 ms [2021-09-29 02:55:12 main:574] : INFO : Epoch 1822 | loss: 0.0311247 | val_loss: 0.0311636 | Time: 2452.94 ms [2021-09-29 02:55:15 main:574] : INFO : Epoch 1823 | loss: 0.0311252 | val_loss: 0.03116 | Time: 2494.97 ms [2021-09-29 02:55:17 main:574] : INFO : Epoch 1824 | loss: 0.0311289 | val_loss: 0.0311534 | Time: 2471.3 ms [2021-09-29 02:55:20 main:574] : INFO : Epoch 1825 | loss: 0.0311264 | val_loss: 0.0311569 | Time: 2706.32 ms [2021-09-29 02:55:22 main:574] : INFO : Epoch 1826 | loss: 0.0311235 | val_loss: 0.0311574 | Time: 2520.81 ms [2021-09-29 02:55:25 main:574] : INFO : Epoch 1827 | loss: 0.0311268 | val_loss: 0.0311574 | Time: 2795.5 ms [2021-09-29 02:55:28 main:574] : INFO : Epoch 1828 | loss: 0.0311275 | val_loss: 0.0311548 | Time: 2632.82 ms [2021-09-29 02:55:30 main:574] : INFO : Epoch 1829 | loss: 0.0311245 | val_loss: 0.0311586 | Time: 2371.04 ms [2021-09-29 02:55:33 main:574] : INFO : Epoch 1830 | loss: 0.0311444 | val_loss: 0.0311636 | Time: 2536.17 ms [2021-09-29 02:55:35 main:574] : INFO : Epoch 1831 | loss: 0.0311486 | val_loss: 0.0311611 | Time: 2338.21 ms [2021-09-29 02:55:37 main:574] : INFO : Epoch 1832 | loss: 0.0311444 | val_loss: 0.0311632 | Time: 2423.15 ms [2021-09-29 02:55:40 main:574] : INFO : Epoch 1833 | loss: 0.0311412 | val_loss: 0.0311546 | Time: 2443.66 ms [2021-09-29 02:55:42 main:574] : INFO : Epoch 1834 | loss: 0.031137 | val_loss: 0.0311587 | Time: 2449.37 ms [2021-09-29 02:55:45 main:574] : INFO : Epoch 1835 | loss: 0.031136 | val_loss: 0.0311587 | Time: 2381.44 ms [2021-09-29 02:55:47 main:574] : INFO : Epoch 1836 | loss: 0.0311342 | val_loss: 0.0311546 | Time: 2661.45 ms [2021-09-29 02:55:50 main:574] : INFO : Epoch 1837 | loss: 0.0311343 | val_loss: 0.0311553 | Time: 2607.76 ms [2021-09-29 02:55:53 main:574] : INFO : Epoch 1838 | loss: 0.0311327 | val_loss: 0.0311571 | Time: 2602.85 ms [2021-09-29 02:55:55 main:574] : INFO : Epoch 1839 | loss: 0.0311349 | val_loss: 0.0311561 | Time: 2737.21 ms [2021-09-29 02:55:58 main:574] : INFO : Epoch 1840 | loss: 0.0311357 | val_loss: 0.0311512 | Time: 2524.88 ms [2021-09-29 02:56:00 main:574] : INFO : Epoch 1841 | loss: 0.0311361 | val_loss: 0.0311524 | Time: 2443.78 ms [2021-09-29 02:56:03 main:574] : INFO : Epoch 1842 | loss: 0.0311354 | val_loss: 0.0311574 | Time: 2474.6 ms [2021-09-29 02:56:05 main:574] : INFO : Epoch 1843 | loss: 0.0311362 | val_loss: 0.031155 | Time: 2402.44 ms [2021-09-29 02:56:08 main:574] : INFO : Epoch 1844 | loss: 0.0311351 | val_loss: 0.0311571 | Time: 2488.47 ms [2021-09-29 02:56:10 main:574] : INFO : Epoch 1845 | loss: 0.0311339 | val_loss: 0.0311533 | Time: 2493.44 ms [2021-09-29 02:56:13 main:574] : INFO : Epoch 1846 | loss: 0.0311337 | val_loss: 0.031157 | Time: 2688.26 ms [2021-09-29 02:56:16 main:574] : INFO : Epoch 1847 | loss: 0.0311341 | val_loss: 0.0311512 | Time: 2669.98 ms [2021-09-29 02:56:18 main:574] : INFO : Epoch 1848 | loss: 0.0311319 | val_loss: 0.0311548 | Time: 2637.38 ms [2021-09-29 02:56:21 main:574] : INFO : Epoch 1849 | loss: 0.0311306 | val_loss: 0.0311595 | Time: 2425.54 ms [2021-09-29 02:56:23 main:574] : INFO : Epoch 1850 | loss: 0.0311319 | val_loss: 0.0311581 | Time: 2403.49 ms [2021-09-29 02:56:26 main:574] : INFO : Epoch 1851 | loss: 0.03114 | val_loss: 0.0311696 | Time: 2522.39 ms [2021-09-29 02:56:28 main:574] : INFO : Epoch 1852 | loss: 0.0311485 | val_loss: 0.0311562 | Time: 2455.71 ms [2021-09-29 02:56:30 main:574] : INFO : Epoch 1853 | loss: 0.031156 | val_loss: 0.0311658 | Time: 2421.51 ms [2021-09-29 02:56:33 main:574] : INFO : Epoch 1854 | loss: 0.0389002 | val_loss: 0.0396207 | Time: 2637.18 ms [2021-09-29 02:56:36 main:574] : INFO : Epoch 1855 | loss: 0.0336948 | val_loss: 0.031407 | Time: 2738.66 ms [2021-09-29 02:56:39 main:574] : INFO : Epoch 1856 | loss: 0.0314367 | val_loss: 0.0312538 | Time: 2714.41 ms [2021-09-29 02:56:51 main:574] : INFO : Epoch 1857 | loss: 0.0312561 | val_loss: 0.0312322 | Time: 12524.3 ms [2021-09-29 02:56:54 main:574] : INFO : Epoch 1858 | loss: 0.0312148 | val_loss: 0.0311995 | Time: 2803.09 ms [2021-09-29 02:56:56 main:574] : INFO : Epoch 1859 | loss: 0.0312013 | val_loss: 0.0311928 | Time: 2336.17 ms [2021-09-29 02:56:59 main:574] : INFO : Epoch 1860 | loss: 0.0311935 | val_loss: 0.0311924 | Time: 2320.98 ms [2021-09-29 02:57:11 main:574] : INFO : Epoch 1861 | loss: 0.0311925 | val_loss: 0.0311878 | Time: 12342.5 ms [2021-09-29 02:57:13 main:574] : INFO : Epoch 1862 | loss: 0.0311879 | val_loss: 0.0311852 | Time: 2390.85 ms [2021-09-29 02:57:16 main:574] : INFO : Epoch 1863 | loss: 0.0311935 | val_loss: 0.0312182 | Time: 2249.63 ms [2021-09-29 02:57:18 main:574] : INFO : Epoch 1864 | loss: 0.0312068 | val_loss: 0.0311947 | Time: 2392.19 ms [2021-09-29 02:57:20 main:574] : INFO : Epoch 1865 | loss: 0.0311933 | val_loss: 0.0311817 | Time: 2350.01 ms [2021-09-29 02:57:23 main:574] : INFO : Epoch 1866 | loss: 0.0311905 | val_loss: 0.0311825 | Time: 2362.27 ms [2021-09-29 02:57:25 main:574] : INFO : Epoch 1867 | loss: 0.031183 | val_loss: 0.0311766 | Time: 2350.41 ms [2021-09-29 02:57:27 main:574] : INFO : Epoch 1868 | loss: 0.0311767 | val_loss: 0.0311742 | Time: 2346.58 ms [2021-09-29 02:57:30 main:574] : INFO : Epoch 1869 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 2322.78 ms [2021-09-29 02:57:32 main:574] : INFO : Epoch 1870 | loss: 0.0311774 | val_loss: 0.0311717 | Time: 2371.18 ms [2021-09-29 02:57:34 main:574] : INFO : Epoch 1871 | loss: 0.0311766 | val_loss: 0.0311768 | Time: 2089.36 ms [2021-09-29 02:57:36 main:574] : INFO : Epoch 1872 | loss: 0.0311713 | val_loss: 0.0311718 | Time: 2157.8 ms [2021-09-29 02:57:39 main:574] : INFO : Epoch 1873 | loss: 0.0311819 | val_loss: 0.0311863 | Time: 2457.47 ms [2021-09-29 02:57:41 main:574] : INFO : Epoch 1874 | loss: 0.031172 | val_loss: 0.0311714 | Time: 2554.5 ms [2021-09-29 02:57:44 main:574] : INFO : Epoch 1875 | loss: 0.0311681 | val_loss: 0.0311702 | Time: 2384.29 ms [2021-09-29 02:57:46 main:574] : INFO : Epoch 1876 | loss: 0.0311689 | val_loss: 0.0311697 | Time: 2269.74 ms [2021-09-29 02:57:48 main:574] : INFO : Epoch 1877 | loss: 0.0311705 | val_loss: 0.0311695 | Time: 2310.33 ms [2021-09-29 02:57:51 main:574] : INFO : Epoch 1878 | loss: 0.0311673 | val_loss: 0.0311697 | Time: 2205.6 ms [2021-09-29 02:57:53 main:574] : INFO : Epoch 1879 | loss: 0.0311683 | val_loss: 0.0311688 | Time: 2243.17 ms [2021-09-29 02:57:55 main:574] : INFO : Epoch 1880 | loss: 0.0311669 | val_loss: 0.0311689 | Time: 2356.91 ms [2021-09-29 02:57:58 main:574] : INFO : Epoch 1881 | loss: 0.0311665 | val_loss: 0.031168 | Time: 2511.19 ms [2021-09-29 02:58:00 main:574] : INFO : Epoch 1882 | loss: 0.0311677 | val_loss: 0.0311676 | Time: 2461.2 ms [2021-09-29 02:58:03 main:574] : INFO : Epoch 1883 | loss: 0.0311676 | val_loss: 0.0311673 | Time: 2512.4 ms [2021-09-29 02:58:05 main:574] : INFO : Epoch 1884 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 2442.95 ms [2021-09-29 02:58:08 main:574] : INFO : Epoch 1885 | loss: 0.0311666 | val_loss: 0.0311687 | Time: 2387.29 ms [2021-09-29 02:58:10 main:574] : INFO : Epoch 1886 | loss: 0.0311656 | val_loss: 0.0311672 | Time: 2467.5 ms [2021-09-29 02:58:13 main:574] : INFO : Epoch 1887 | loss: 0.0311705 | val_loss: 0.0311797 | Time: 2461.36 ms [2021-09-29 02:58:15 main:574] : INFO : Epoch 1888 | loss: 0.0311705 | val_loss: 0.0311668 | Time: 2455.46 ms [2021-09-29 02:58:17 main:574] : INFO : Epoch 1889 | loss: 0.0311654 | val_loss: 0.031171 | Time: 2290.47 ms [2021-09-29 02:58:20 main:574] : INFO : Epoch 1890 | loss: 0.0311631 | val_loss: 0.0311673 | Time: 2326.17 ms [2021-09-29 02:58:22 main:574] : INFO : Epoch 1891 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 2235.31 ms [2021-09-29 02:58:24 main:574] : INFO : Epoch 1892 | loss: 0.0311678 | val_loss: 0.0311827 | Time: 2418.89 ms [2021-09-29 02:58:27 main:574] : INFO : Epoch 1893 | loss: 0.0311653 | val_loss: 0.0311739 | Time: 2359.52 ms [2021-09-29 02:58:29 main:574] : INFO : Epoch 1894 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 2366.12 ms [2021-09-29 02:58:31 main:574] : INFO : Epoch 1895 | loss: 0.0311626 | val_loss: 0.031169 | Time: 2410.83 ms [2021-09-29 02:58:34 main:574] : INFO : Epoch 1896 | loss: 0.031163 | val_loss: 0.0311694 | Time: 2300.81 ms [2021-09-29 02:58:36 main:574] : INFO : Epoch 1897 | loss: 0.0311611 | val_loss: 0.0311657 | Time: 2376.59 ms [2021-09-29 02:58:39 main:574] : INFO : Epoch 1898 | loss: 0.0311615 | val_loss: 0.0311659 | Time: 2372.5 ms [2021-09-29 02:58:41 main:574] : INFO : Epoch 1899 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 2378.92 ms [2021-09-29 02:58:43 main:574] : INFO : Epoch 1900 | loss: 0.0311596 | val_loss: 0.031168 | Time: 2366.37 ms [2021-09-29 02:58:46 main:574] : INFO : Epoch 1901 | loss: 0.0311602 | val_loss: 0.0311652 | Time: 2301.92 ms [2021-09-29 02:58:48 main:574] : INFO : Epoch 1902 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 2327.87 ms [2021-09-29 02:58:50 main:574] : INFO : Epoch 1903 | loss: 0.0311589 | val_loss: 0.0311641 | Time: 2334.88 ms [2021-09-29 02:58:53 main:574] : INFO : Epoch 1904 | loss: 0.0311607 | val_loss: 0.0311639 | Time: 2425.26 ms [2021-09-29 02:58:55 main:574] : INFO : Epoch 1905 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 2329 ms [2021-09-29 02:58:57 main:574] : INFO : Epoch 1906 | loss: 0.0311632 | val_loss: 0.0311724 | Time: 2352.63 ms [2021-09-29 02:59:00 main:574] : INFO : Epoch 1907 | loss: 0.0311591 | val_loss: 0.0311642 | Time: 2387.13 ms [2021-09-29 02:59:02 main:574] : INFO : Epoch 1908 | loss: 0.0311586 | val_loss: 0.0311645 | Time: 2508.88 ms [2021-09-29 02:59:05 main:574] : INFO : Epoch 1909 | loss: 0.0311576 | val_loss: 0.0311642 | Time: 2387.1 ms [2021-09-29 02:59:07 main:574] : INFO : Epoch 1910 | loss: 0.0311578 | val_loss: 0.0311649 | Time: 2318.58 ms [2021-09-29 02:59:09 main:574] : INFO : Epoch 1911 | loss: 0.0311591 | val_loss: 0.0311695 | Time: 2368.89 ms [2021-09-29 02:59:12 main:574] : INFO : Epoch 1912 | loss: 0.0311582 | val_loss: 0.0311648 | Time: 2420.65 ms [2021-09-29 02:59:14 main:574] : INFO : Epoch 1913 | loss: 0.0311572 | val_loss: 0.0311642 | Time: 2410.4 ms [2021-09-29 02:59:17 main:574] : INFO : Epoch 1914 | loss: 0.0311566 | val_loss: 0.0311635 | Time: 2403.72 ms [2021-09-29 02:59:19 main:574] : INFO : Epoch 1915 | loss: 0.0311565 | val_loss: 0.031164 | Time: 2430.69 ms [2021-09-29 02:59:21 main:574] : INFO : Epoch 1916 | loss: 0.0311553 | val_loss: 0.0311661 | Time: 2326.58 ms [2021-09-29 02:59:24 main:574] : INFO : Epoch 1917 | loss: 0.031156 | val_loss: 0.0311644 | Time: 2347.11 ms [2021-09-29 02:59:26 main:574] : INFO : Epoch 1918 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 2344.9 ms [2021-09-29 02:59:28 main:574] : INFO : Epoch 1919 | loss: 0.0311577 | val_loss: 0.0311649 | Time: 2326.2 ms [2021-09-29 02:59:31 main:574] : INFO : Epoch 1920 | loss: 0.0311553 | val_loss: 0.0311662 | Time: 2323.12 ms [2021-09-29 02:59:33 main:574] : INFO : Epoch 1921 | loss: 0.0311557 | val_loss: 0.0311644 | Time: 2345.7 ms [2021-09-29 02:59:36 main:574] : INFO : Epoch 1922 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 2489.51 ms [2021-09-29 02:59:38 main:574] : INFO : Epoch 1923 | loss: 0.0311572 | val_loss: 0.031171 | Time: 2370.24 ms [2021-09-29 02:59:40 main:574] : INFO : Epoch 1924 | loss: 0.0311575 | val_loss: 0.0311707 | Time: 2304.32 ms [2021-09-29 02:59:43 main:574] : INFO : Epoch 1925 | loss: 0.0311558 | val_loss: 0.0311645 | Time: 2322.09 ms [2021-09-29 02:59:45 main:574] : INFO : Epoch 1926 | loss: 0.0311542 | val_loss: 0.0311654 | Time: 2348.24 ms [2021-09-29 02:59:47 main:574] : INFO : Epoch 1927 | loss: 0.0311538 | val_loss: 0.0311663 | Time: 2327.23 ms [2021-09-29 02:59:50 main:574] : INFO : Epoch 1928 | loss: 0.0311567 | val_loss: 0.0311717 | Time: 2543.8 ms [2021-09-29 02:59:52 main:574] : INFO : Epoch 1929 | loss: 0.0311554 | val_loss: 0.0311658 | Time: 2551.81 ms [2021-09-29 02:59:55 main:574] : INFO : Epoch 1930 | loss: 0.0311538 | val_loss: 0.0311678 | Time: 2465.71 ms [2021-09-29 02:59:57 main:574] : INFO : Epoch 1931 | loss: 0.0311558 | val_loss: 0.0311652 | Time: 2436.23 ms [2021-09-29 03:00:00 main:574] : INFO : Epoch 1932 | loss: 0.0311538 | val_loss: 0.0311647 | Time: 2276.6 ms [2021-09-29 03:00:02 main:574] : INFO : Epoch 1933 | loss: 0.0311538 | val_loss: 0.0311677 | Time: 2381.72 ms [2021-09-29 03:00:04 main:574] : INFO : Epoch 1934 | loss: 0.0311535 | val_loss: 0.0311669 | Time: 2236.88 ms [2021-09-29 03:00:07 main:574] : INFO : Epoch 1935 | loss: 0.0311539 | val_loss: 0.0311654 | Time: 2388.4 ms [2021-09-29 03:00:09 main:574] : INFO : Epoch 1936 | loss: 0.0311556 | val_loss: 0.0311734 | Time: 2520.93 ms [2021-09-29 03:00:12 main:574] : INFO : Epoch 1937 | loss: 0.0311545 | val_loss: 0.0311669 | Time: 2243.54 ms [2021-09-29 03:00:14 main:574] : INFO : Epoch 1938 | loss: 0.0311537 | val_loss: 0.0311682 | Time: 2430.33 ms [2021-09-29 03:00:16 main:574] : INFO : Epoch 1939 | loss: 0.0311546 | val_loss: 0.0311688 | Time: 2390.52 ms [2021-09-29 03:00:19 main:574] : INFO : Epoch 1940 | loss: 0.031154 | val_loss: 0.0311673 | Time: 2400.89 ms [2021-09-29 03:00:21 main:574] : INFO : Epoch 1941 | loss: 0.0311538 | val_loss: 0.0311659 | Time: 2398.34 ms [2021-09-29 03:00:24 main:574] : INFO : Epoch 1942 | loss: 0.0311528 | val_loss: 0.0311669 | Time: 2388.56 ms [2021-09-29 03:00:26 main:574] : INFO : Epoch 1943 | loss: 0.0311538 | val_loss: 0.0311679 | Time: 2517.69 ms [2021-09-29 03:00:28 main:574] : INFO : Epoch 1944 | loss: 0.031153 | val_loss: 0.0311665 | Time: 2311.9 ms [2021-09-29 03:00:31 main:574] : INFO : Epoch 1945 | loss: 0.031153 | val_loss: 0.0311664 | Time: 2284.31 ms [2021-09-29 03:00:33 main:574] : INFO : Epoch 1946 | loss: 0.0311521 | val_loss: 0.0311669 | Time: 2272.73 ms [2021-09-29 03:00:35 main:574] : INFO : Epoch 1947 | loss: 0.0311532 | val_loss: 0.0311649 | Time: 2291.05 ms [2021-09-29 03:00:38 main:574] : INFO : Epoch 1948 | loss: 0.0311571 | val_loss: 0.0311642 | Time: 2374.74 ms [2021-09-29 03:00:40 main:574] : INFO : Epoch 1949 | loss: 0.0311566 | val_loss: 0.0311668 | Time: 2385.25 ms [2021-09-29 03:00:43 main:574] : INFO : Epoch 1950 | loss: 0.0311552 | val_loss: 0.0311644 | Time: 2429.11 ms [2021-09-29 03:00:45 main:574] : INFO : Epoch 1951 | loss: 0.0311549 | val_loss: 0.0311651 | Time: 2373.31 ms [2021-09-29 03:00:47 main:574] : INFO : Epoch 1952 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 2357.28 ms [2021-09-29 03:00:50 main:574] : INFO : Epoch 1953 | loss: 0.0311579 | val_loss: 0.0311639 | Time: 2355.94 ms [2021-09-29 03:00:52 main:574] : INFO : Epoch 1954 | loss: 0.0311567 | val_loss: 0.0311665 | Time: 2325.33 ms [2021-09-29 03:00:54 main:574] : INFO : Epoch 1955 | loss: 0.031156 | val_loss: 0.0311687 | Time: 2291.21 ms [2021-09-29 03:00:57 main:574] : INFO : Epoch 1956 | loss: 0.0311576 | val_loss: 0.0311631 | Time: 2246.94 ms [2021-09-29 03:00:59 main:574] : INFO : Epoch 1957 | loss: 0.031159 | val_loss: 0.0311674 | Time: 2343.18 ms [2021-09-29 03:01:01 main:574] : INFO : Epoch 1958 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 2239.9 ms [2021-09-29 03:01:03 main:574] : INFO : Epoch 1959 | loss: 0.031158 | val_loss: 0.0311649 | Time: 2317.71 ms [2021-09-29 03:01:06 main:574] : INFO : Epoch 1960 | loss: 0.0311568 | val_loss: 0.031169 | Time: 2329.07 ms [2021-09-29 03:01:08 main:574] : INFO : Epoch 1961 | loss: 0.0311545 | val_loss: 0.031164 | Time: 2420.15 ms [2021-09-29 03:01:11 main:574] : INFO : Epoch 1962 | loss: 0.0311538 | val_loss: 0.0311642 | Time: 2337.75 ms [2021-09-29 03:01:13 main:574] : INFO : Epoch 1963 | loss: 0.031154 | val_loss: 0.0311648 | Time: 2266.34 ms [2021-09-29 03:01:15 main:574] : INFO : Epoch 1964 | loss: 0.0311527 | val_loss: 0.031164 | Time: 2337.48 ms [2021-09-29 03:01:18 main:574] : INFO : Epoch 1965 | loss: 0.0311511 | val_loss: 0.0311641 | Time: 2481.2 ms [2021-09-29 03:01:20 main:574] : INFO : Epoch 1966 | loss: 0.0311536 | val_loss: 0.0311728 | Time: 2325.77 ms [2021-09-29 03:01:22 main:574] : INFO : Epoch 1967 | loss: 0.0311552 | val_loss: 0.0311683 | Time: 2325.65 ms [2021-09-29 03:01:25 main:574] : INFO : Epoch 1968 | loss: 0.0311526 | val_loss: 0.0311633 | Time: 2319.14 ms [2021-09-29 03:01:27 main:574] : INFO : Epoch 1969 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 2264.64 ms [2021-09-29 03:01:29 main:574] : INFO : Epoch 1970 | loss: 0.0311495 | val_loss: 0.0311637 | Time: 2347.26 ms [2021-09-29 03:01:32 main:574] : INFO : Epoch 1971 | loss: 0.0311492 | val_loss: 0.0311658 | Time: 2302.95 ms [2021-09-29 03:01:34 main:574] : INFO : Epoch 1972 | loss: 0.0311517 | val_loss: 0.031163 | Time: 2274.36 ms [2021-09-29 03:01:36 main:574] : INFO : Epoch 1973 | loss: 0.0311504 | val_loss: 0.0311631 | Time: 2344.04 ms [2021-09-29 03:01:39 main:574] : INFO : Epoch 1974 | loss: 0.0311482 | val_loss: 0.0311626 | Time: 2306.46 ms [2021-09-29 03:01:41 main:574] : INFO : Epoch 1975 | loss: 0.0311488 | val_loss: 0.0311648 | Time: 2240.23 ms [2021-09-29 03:01:44 main:574] : INFO : Epoch 1976 | loss: 0.0311481 | val_loss: 0.0311644 | Time: 2630.92 ms [2021-09-29 03:01:46 main:574] : INFO : Epoch 1977 | loss: 0.0311476 | val_loss: 0.0311699 | Time: 2657.81 ms [2021-09-29 03:01:49 main:574] : INFO : Epoch 1978 | loss: 0.031153 | val_loss: 0.0311682 | Time: 2427.74 ms [2021-09-29 03:01:51 main:574] : INFO : Epoch 1979 | loss: 0.0311517 | val_loss: 0.0311617 | Time: 2348.73 ms [2021-09-29 03:02:03 main:574] : INFO : Epoch 1980 | loss: 0.0311474 | val_loss: 0.0311647 | Time: 12389.1 ms [2021-09-29 03:02:06 main:574] : INFO : Epoch 1981 | loss: 0.0311455 | val_loss: 0.0311634 | Time: 2283.48 ms [2021-09-29 03:02:08 main:574] : INFO : Epoch 1982 | loss: 0.0311462 | val_loss: 0.0311638 | Time: 2215.15 ms [2021-09-29 03:02:10 main:574] : INFO : Epoch 1983 | loss: 0.0311458 | val_loss: 0.0311648 | Time: 2135.55 ms [2021-09-29 03:02:12 main:574] : INFO : Epoch 1984 | loss: 0.031149 | val_loss: 0.0311629 | Time: 2174.78 ms [2021-09-29 03:02:14 main:574] : INFO : Epoch 1985 | loss: 0.0311453 | val_loss: 0.0311651 | Time: 2210.14 ms [2021-09-29 03:02:17 main:574] : INFO : Epoch 1986 | loss: 0.031146 | val_loss: 0.0311679 | Time: 2202.13 ms [2021-09-29 03:02:19 main:574] : INFO : Epoch 1987 | loss: 0.031147 | val_loss: 0.0311628 | Time: 2228.14 ms [2021-09-29 03:02:21 main:574] : INFO : Epoch 1988 | loss: 0.0311469 | val_loss: 0.0311639 | Time: 2189.13 ms [2021-09-29 03:02:23 main:574] : INFO : Epoch 1989 | loss: 0.0311467 | val_loss: 0.0311623 | Time: 2224.68 ms [2021-09-29 03:02:26 main:574] : INFO : Epoch 1990 | loss: 0.031146 | val_loss: 0.0311635 | Time: 2242.37 ms [2021-09-29 03:02:28 main:574] : INFO : Epoch 1991 | loss: 0.0311458 | val_loss: 0.0311625 | Time: 2181.14 ms [2021-09-29 03:02:30 main:574] : INFO : Epoch 1992 | loss: 0.0311451 | val_loss: 0.0311622 | Time: 2250.86 ms [2021-09-29 03:02:32 main:574] : INFO : Epoch 1993 | loss: 0.0311451 | val_loss: 0.0311648 | Time: 2068.03 ms [2021-09-29 03:02:34 main:574] : INFO : Epoch 1994 | loss: 0.031146 | val_loss: 0.0311658 | Time: 2349.52 ms [2021-09-29 03:02:37 main:574] : INFO : Epoch 1995 | loss: 0.0311448 | val_loss: 0.031164 | Time: 2540.5 ms [2021-09-29 03:02:39 main:574] : INFO : Epoch 1996 | loss: 0.0311473 | val_loss: 0.031163 | Time: 2400.73 ms [2021-09-29 03:02:42 main:574] : INFO : Epoch 1997 | loss: 0.0311438 | val_loss: 0.0311649 | Time: 2407.12 ms [2021-09-29 03:02:44 main:574] : INFO : Epoch 1998 | loss: 0.0311456 | val_loss: 0.0311616 | Time: 2276.82 ms [2021-09-29 03:02:46 main:574] : INFO : Epoch 1999 | loss: 0.0311442 | val_loss: 0.0311608 | Time: 2322.63 ms [2021-09-29 03:02:49 main:574] : INFO : Epoch 2000 | loss: 0.0311443 | val_loss: 0.0311611 | Time: 2403.66 ms [2021-09-29 03:02:51 main:574] : INFO : Epoch 2001 | loss: 0.0311444 | val_loss: 0.0311626 | Time: 2412.44 ms [2021-09-29 03:02:54 main:574] : INFO : Epoch 2002 | loss: 0.0311444 | val_loss: 0.0311625 | Time: 2440.36 ms [2021-09-29 03:02:56 main:574] : INFO : Epoch 2003 | loss: 0.0311436 | val_loss: 0.0311622 | Time: 2407.47 ms [2021-09-29 03:02:59 main:574] : INFO : Epoch 2004 | loss: 0.0311429 | val_loss: 0.0311636 | Time: 2346.87 ms [2021-09-29 03:03:01 main:574] : INFO : Epoch 2005 | loss: 0.0311439 | val_loss: 0.0311673 | Time: 2427.72 ms [2021-09-29 03:03:03 main:574] : INFO : Epoch 2006 | loss: 0.031144 | val_loss: 0.0311616 | Time: 2491.36 ms [2021-09-29 03:03:06 main:574] : INFO : Epoch 2007 | loss: 0.0311428 | val_loss: 0.0311626 | Time: 2388.37 ms [2021-09-29 03:03:08 main:574] : INFO : Epoch 2008 | loss: 0.0311453 | val_loss: 0.0311619 | Time: 2280.64 ms [2021-09-29 03:03:11 main:574] : INFO : Epoch 2009 | loss: 0.0311462 | val_loss: 0.0311674 | Time: 2347.38 ms [2021-09-29 03:03:13 main:574] : INFO : Epoch 2010 | loss: 0.0311463 | val_loss: 0.0311642 | Time: 2427.09 ms [2021-09-29 03:03:15 main:574] : INFO : Epoch 2011 | loss: 0.031144 | val_loss: 0.0311632 | Time: 2281.4 ms [2021-09-29 03:03:18 main:574] : INFO : Epoch 2012 | loss: 0.031145 | val_loss: 0.0311616 | Time: 2285.6 ms [2021-09-29 03:03:20 main:574] : INFO : Epoch 2013 | loss: 0.0311423 | val_loss: 0.0311622 | Time: 2454.49 ms [2021-09-29 03:03:22 main:574] : INFO : Epoch 2014 | loss: 0.0311446 | val_loss: 0.0311681 | Time: 2327.3 ms [2021-09-29 03:03:25 main:574] : INFO : Epoch 2015 | loss: 0.0311446 | val_loss: 0.0311648 | Time: 2317.68 ms [2021-09-29 03:03:27 main:574] : INFO : Epoch 2016 | loss: 0.0311459 | val_loss: 0.0311645 | Time: 2364.07 ms [2021-09-29 03:03:29 main:574] : INFO : Epoch 2017 | loss: 0.0311498 | val_loss: 0.0311654 | Time: 2391.48 ms [2021-09-29 03:03:32 main:574] : INFO : Epoch 2018 | loss: 0.0311496 | val_loss: 0.0311623 | Time: 2408.19 ms [2021-09-29 03:03:34 main:574] : INFO : Epoch 2019 | loss: 0.0311485 | val_loss: 0.0311644 | Time: 2298.74 ms [2021-09-29 03:03:36 main:574] : INFO : Epoch 2020 | loss: 0.0311506 | val_loss: 0.031167 | Time: 2301.32 ms [2021-09-29 03:03:39 main:574] : INFO : Epoch 2021 | loss: 0.0311496 | val_loss: 0.0311642 | Time: 2370.08 ms [2021-09-29 03:03:41 main:574] : INFO : Epoch 2022 | loss: 0.0311453 | val_loss: 0.0311643 | Time: 2413.78 ms [2021-09-29 03:03:44 main:574] : INFO : Epoch 2023 | loss: 0.0311459 | val_loss: 0.0311641 | Time: 2352.12 ms [2021-09-29 03:03:46 main:574] : INFO : Epoch 2024 | loss: 0.0311448 | val_loss: 0.0311627 | Time: 2363.91 ms [2021-09-29 03:03:48 main:574] : INFO : Epoch 2025 | loss: 0.0311475 | val_loss: 0.0311622 | Time: 2382.89 ms [2021-09-29 03:03:51 main:574] : INFO : Epoch 2026 | loss: 0.031148 | val_loss: 0.0311655 | Time: 2476.11 ms [2021-09-29 03:03:53 main:574] : INFO : Epoch 2027 | loss: 0.0311492 | val_loss: 0.0311592 | Time: 2458.75 ms [2021-09-29 03:03:56 main:574] : INFO : Epoch 2028 | loss: 0.0311456 | val_loss: 0.0311607 | Time: 2252.34 ms [2021-09-29 03:03:58 main:574] : INFO : Epoch 2029 | loss: 0.0311434 | val_loss: 0.0311608 | Time: 2407.87 ms [2021-09-29 03:04:00 main:574] : INFO : Epoch 2030 | loss: 0.0311431 | val_loss: 0.0311599 | Time: 2321.97 ms [2021-09-29 03:04:03 main:574] : INFO : Epoch 2031 | loss: 0.0311432 | val_loss: 0.0311618 | Time: 2449.29 ms [2021-09-29 03:04:05 main:574] : INFO : Epoch 2032 | loss: 0.0311437 | val_loss: 0.0311604 | Time: 2361.36 ms [2021-09-29 03:04:08 main:574] : INFO : Epoch 2033 | loss: 0.0311478 | val_loss: 0.0311603 | Time: 2379.08 ms [2021-09-29 03:04:10 main:574] : INFO : Epoch 2034 | loss: 0.0311465 | val_loss: 0.0311609 | Time: 2431.89 ms [2021-09-29 03:04:13 main:574] : INFO : Epoch 2035 | loss: 0.0311467 | val_loss: 0.0311599 | Time: 2478.51 ms [2021-09-29 03:04:15 main:574] : INFO : Epoch 2036 | loss: 0.0311464 | val_loss: 0.0311657 | Time: 2341.03 ms [2021-09-29 03:04:17 main:574] : INFO : Epoch 2037 | loss: 0.0311472 | val_loss: 0.0311637 | Time: 2373.81 ms [2021-09-29 03:04:20 main:574] : INFO : Epoch 2038 | loss: 0.0311468 | val_loss: 0.0311599 | Time: 2422.61 ms [2021-09-29 03:04:22 main:574] : INFO : Epoch 2039 | loss: 0.0311459 | val_loss: 0.03116 | Time: 2451.58 ms [2021-09-29 03:04:25 main:574] : INFO : Epoch 2040 | loss: 0.031144 | val_loss: 0.0311632 | Time: 2356.17 ms [2021-09-29 03:04:27 main:574] : INFO : Epoch 2041 | loss: 0.0311445 | val_loss: 0.0311666 | Time: 2343.9 ms [2021-09-29 03:04:29 main:574] : INFO : Epoch 2042 | loss: 0.0311448 | val_loss: 0.0311643 | Time: 2450.84 ms [2021-09-29 03:04:32 main:574] : INFO : Epoch 2043 | loss: 0.0311464 | val_loss: 0.0311606 | Time: 2415.25 ms [2021-09-29 03:04:34 main:574] : INFO : Epoch 2044 | loss: 0.0311466 | val_loss: 0.0311611 | Time: 2457.6 ms [2021-09-29 03:04:37 main:574] : INFO : Epoch 2045 | loss: 0.0311489 | val_loss: 0.0311647 | Time: 2338.93 ms [2021-09-29 03:04:39 main:574] : INFO : Epoch 2046 | loss: 0.0311475 | val_loss: 0.0311613 | Time: 2444.57 ms [2021-09-29 03:04:41 main:574] : INFO : Epoch 2047 | loss: 0.0311459 | val_loss: 0.0311605 | Time: 2296.98 ms [2021-09-29 03:04:44 main:574] : INFO : Epoch 2048 | loss: 0.0311449 | val_loss: 0.0311618 | Time: 2336.85 ms [2021-09-29 03:04:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311618 [2021-09-29 03:04:44 main:603] : INFO : Saving end state to config to file [2021-09-29 03:04:44 main:608] : INFO : Success, exiting.. 03:04:44 (2516): 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)