Task 5747965
| Name | ParityMachine-1625098438-20741-2_0 |
| Workunit | 3579642 |
| Created | 10 Jul 2021, 1:31:43 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 18 Jul 2021, 6:00:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 27 min 22 sec |
| CPU time | 1 hours 26 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.56 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> -07-18 07:38:35 main:581] : INFO : Epoch 1538 | loss: 0.0310532 | val_loss: 0.031094 | Time: 2041.47 ms [2021-07-18 07:38:37 main:581] : INFO : Epoch 1539 | loss: 0.0310491 | val_loss: 0.0310919 | Time: 1973.87 ms [2021-07-18 07:38:39 main:581] : INFO : Epoch 1540 | loss: 0.0310511 | val_loss: 0.0310933 | Time: 1988.82 ms [2021-07-18 07:38:41 main:581] : INFO : Epoch 1541 | loss: 0.0310503 | val_loss: 0.0310895 | Time: 2022.2 ms [2021-07-18 07:38:43 main:581] : INFO : Epoch 1542 | loss: 0.0310506 | val_loss: 0.0310869 | Time: 2040.12 ms [2021-07-18 07:38:45 main:581] : INFO : Epoch 1543 | loss: 0.0310479 | val_loss: 0.0310868 | Time: 1970.1 ms [2021-07-18 07:38:47 main:581] : INFO : Epoch 1544 | loss: 0.0310552 | val_loss: 0.0310898 | Time: 2016.31 ms [2021-07-18 07:38:50 main:581] : INFO : Epoch 1545 | loss: 0.031054 | val_loss: 0.0310971 | Time: 2469.63 ms [2021-07-18 07:38:52 main:581] : INFO : Epoch 1546 | loss: 0.0310522 | val_loss: 0.0310977 | Time: 2649.32 ms [2021-07-18 07:38:54 main:581] : INFO : Epoch 1547 | loss: 0.0310499 | val_loss: 0.0310922 | Time: 1973.29 ms [2021-07-18 07:38:56 main:581] : INFO : Epoch 1548 | loss: 0.0310459 | val_loss: 0.0310933 | Time: 1973.1 ms [2021-07-18 07:38:59 main:581] : INFO : Epoch 1549 | loss: 0.0310438 | val_loss: 0.0310922 | Time: 2616 ms [2021-07-18 07:39:01 main:581] : INFO : Epoch 1550 | loss: 0.0310402 | val_loss: 0.0310931 | Time: 2311.54 ms [2021-07-18 07:39:03 main:581] : INFO : Epoch 1551 | loss: 0.0310443 | val_loss: 0.0310947 | Time: 2202.61 ms [2021-07-18 07:39:06 main:581] : INFO : Epoch 1552 | loss: 0.0310429 | val_loss: 0.0310922 | Time: 2138.91 ms [2021-07-18 07:39:08 main:581] : INFO : Epoch 1553 | loss: 0.0310423 | val_loss: 0.0310937 | Time: 2277.72 ms [2021-07-18 07:39:10 main:581] : INFO : Epoch 1554 | loss: 0.0310407 | val_loss: 0.0310909 | Time: 2319.38 ms [2021-07-18 07:39:13 main:581] : INFO : Epoch 1555 | loss: 0.0310384 | val_loss: 0.0310936 | Time: 2371.49 ms [2021-07-18 07:39:15 main:581] : INFO : Epoch 1556 | loss: 0.031039 | val_loss: 0.0310944 | Time: 2330.96 ms [2021-07-18 07:39:17 main:581] : INFO : Epoch 1557 | loss: 0.0310373 | val_loss: 0.031097 | Time: 2321.61 ms [2021-07-18 07:39:19 main:581] : INFO : Epoch 1558 | loss: 0.0310424 | val_loss: 0.0310851 | Time: 2173.16 ms [2021-07-18 07:39:21 main:581] : INFO : Epoch 1559 | loss: 0.0310466 | val_loss: 0.0310903 | Time: 1886.49 ms [2021-07-18 07:39:23 main:581] : INFO : Epoch 1560 | loss: 0.0310463 | val_loss: 0.0310938 | Time: 2033.17 ms [2021-07-18 07:39:25 main:581] : INFO : Epoch 1561 | loss: 0.0310442 | val_loss: 0.0310977 | Time: 2021.15 ms [2021-07-18 07:39:27 main:581] : INFO : Epoch 1562 | loss: 0.0310466 | val_loss: 0.0310935 | Time: 1925.19 ms [2021-07-18 07:39:29 main:581] : INFO : Epoch 1563 | loss: 0.0310502 | val_loss: 0.0310958 | Time: 1857.04 ms [2021-07-18 07:39:31 main:581] : INFO : Epoch 1564 | loss: 0.0310465 | val_loss: 0.031096 | Time: 1944.58 ms [2021-07-18 07:39:33 main:581] : INFO : Epoch 1565 | loss: 0.031047 | val_loss: 0.0310874 | Time: 2005.47 ms [2021-07-18 07:39:35 main:581] : INFO : Epoch 1566 | loss: 0.0310411 | val_loss: 0.0310908 | Time: 1996.78 ms [2021-07-18 07:39:37 main:581] : INFO : Epoch 1567 | loss: 0.031038 | val_loss: 0.0310868 | Time: 1873.94 ms [2021-07-18 07:39:39 main:581] : INFO : Epoch 1568 | loss: 0.0310357 | val_loss: 0.0310886 | Time: 1957.29 ms [2021-07-18 07:39:41 main:581] : INFO : Epoch 1569 | loss: 0.0310346 | val_loss: 0.0310888 | Time: 1855.34 ms [2021-07-18 07:39:43 main:581] : INFO : Epoch 1570 | loss: 0.0310326 | val_loss: 0.0310963 | Time: 1827.18 ms [2021-07-18 07:39:45 main:581] : INFO : Epoch 1571 | loss: 0.0310332 | val_loss: 0.0310946 | Time: 2021.19 ms [2021-07-18 07:39:47 main:581] : INFO : Epoch 1572 | loss: 0.0310331 | val_loss: 0.0310927 | Time: 2036.63 ms [2021-07-18 07:39:49 main:581] : INFO : Epoch 1573 | loss: 0.0310367 | val_loss: 0.0310893 | Time: 1999.36 ms [2021-07-18 07:39:51 main:581] : INFO : Epoch 1574 | loss: 0.0310334 | val_loss: 0.0310939 | Time: 2050.36 ms [2021-07-18 07:39:53 main:581] : INFO : Epoch 1575 | loss: 0.031034 | val_loss: 0.0310895 | Time: 2742.75 ms [2021-07-18 07:39:57 main:581] : INFO : Epoch 1576 | loss: 0.031039 | val_loss: 0.0310969 | Time: 3175.55 ms [2021-07-18 07:40:00 main:581] : INFO : Epoch 1577 | loss: 0.0310436 | val_loss: 0.0310958 | Time: 2856.13 ms [2021-07-18 07:40:03 main:581] : INFO : Epoch 1578 | loss: 0.0310447 | val_loss: 0.0310885 | Time: 3135.38 ms [2021-07-18 07:40:06 main:581] : INFO : Epoch 1579 | loss: 0.0310408 | val_loss: 0.0310867 | Time: 3115.4 ms [2021-07-18 07:40:10 main:581] : INFO : Epoch 1580 | loss: 0.0310381 | val_loss: 0.0310909 | Time: 4031.25 ms [2021-07-18 07:40:12 main:581] : INFO : Epoch 1581 | loss: 0.0310346 | val_loss: 0.031101 | Time: 2091.88 ms [2021-07-18 07:40:14 main:581] : INFO : Epoch 1582 | loss: 0.0310375 | val_loss: 0.0310916 | Time: 2040.87 ms [2021-07-18 07:40:16 main:581] : INFO : Epoch 1583 | loss: 0.0310344 | val_loss: 0.0310818 | Time: 2009.15 ms [2021-07-18 07:40:18 main:581] : INFO : Epoch 1584 | loss: 0.0310377 | val_loss: 0.0310834 | Time: 2030.76 ms [2021-07-18 07:40:20 main:581] : INFO : Epoch 1585 | loss: 0.0310386 | val_loss: 0.0310913 | Time: 1774.86 ms [2021-07-18 07:40:22 main:581] : INFO : Epoch 1586 | loss: 0.0310361 | val_loss: 0.0310961 | Time: 2011.3 ms [2021-07-18 07:40:24 main:581] : INFO : Epoch 1587 | loss: 0.031034 | val_loss: 0.0310907 | Time: 2040.79 ms [2021-07-18 07:40:26 main:581] : INFO : Epoch 1588 | loss: 0.0310317 | val_loss: 0.0310903 | Time: 1938.13 ms [2021-07-18 07:40:28 main:581] : INFO : Epoch 1589 | loss: 0.0310306 | val_loss: 0.0310924 | Time: 2011.57 ms [2021-07-18 07:40:30 main:581] : INFO : Epoch 1590 | loss: 0.0310324 | val_loss: 0.0310946 | Time: 2025.78 ms [2021-07-18 07:40:32 main:581] : INFO : Epoch 1591 | loss: 0.0310355 | val_loss: 0.0310894 | Time: 1997.21 ms [2021-07-18 07:40:34 main:581] : INFO : Epoch 1592 | loss: 0.0310428 | val_loss: 0.0311002 | Time: 1911.3 ms [2021-07-18 07:40:36 main:581] : INFO : Epoch 1593 | loss: 0.0310383 | val_loss: 0.0310983 | Time: 2311.18 ms [2021-07-18 07:40:38 main:581] : INFO : Epoch 1594 | loss: 0.031032 | val_loss: 0.0310833 | Time: 2447.83 ms [2021-07-18 07:40:41 main:581] : INFO : Epoch 1595 | loss: 0.0310355 | val_loss: 0.031087 | Time: 2441.46 ms [2021-07-18 07:40:43 main:581] : INFO : Epoch 1596 | loss: 0.0310424 | val_loss: 0.031086 | Time: 2468.12 ms [2021-07-18 07:40:46 main:581] : INFO : Epoch 1597 | loss: 0.031042 | val_loss: 0.0310809 | Time: 2204.68 ms [2021-07-18 07:40:48 main:581] : INFO : Epoch 1598 | loss: 0.031043 | val_loss: 0.0310823 | Time: 2016.29 ms [2021-07-18 07:40:50 main:581] : INFO : Epoch 1599 | loss: 0.031039 | val_loss: 0.0310802 | Time: 2038.74 ms [2021-07-18 07:40:52 main:581] : INFO : Epoch 1600 | loss: 0.0310345 | val_loss: 0.0310807 | Time: 2006.61 ms [2021-07-18 07:40:53 main:581] : INFO : Epoch 1601 | loss: 0.0310335 | val_loss: 0.0310891 | Time: 1630.51 ms [2021-07-18 07:40:55 main:581] : INFO : Epoch 1602 | loss: 0.0310356 | val_loss: 0.0310833 | Time: 1753.97 ms [2021-07-18 07:40:57 main:581] : INFO : Epoch 1603 | loss: 0.0310343 | val_loss: 0.0310736 | Time: 1972.04 ms [2021-07-18 07:40:59 main:581] : INFO : Epoch 1604 | loss: 0.0310338 | val_loss: 0.0310851 | Time: 2024.37 ms [2021-07-18 07:41:01 main:581] : INFO : Epoch 1605 | loss: 0.0310432 | val_loss: 0.0311005 | Time: 2338.19 ms [2021-07-18 07:41:04 main:581] : INFO : Epoch 1606 | loss: 0.0310544 | val_loss: 0.0310899 | Time: 2230.67 ms [2021-07-18 07:41:06 main:581] : INFO : Epoch 1607 | loss: 0.0310437 | val_loss: 0.0310834 | Time: 2054.2 ms [2021-07-18 07:41:08 main:581] : INFO : Epoch 1608 | loss: 0.0310381 | val_loss: 0.0310915 | Time: 1990.05 ms [2021-07-18 07:41:10 main:581] : INFO : Epoch 1609 | loss: 0.0310343 | val_loss: 0.0310849 | Time: 2026.27 ms [2021-07-18 07:41:12 main:581] : INFO : Epoch 1610 | loss: 0.0310342 | val_loss: 0.0310853 | Time: 1988.83 ms [2021-07-18 07:41:14 main:581] : INFO : Epoch 1611 | loss: 0.0310385 | val_loss: 0.031098 | Time: 1914.02 ms [2021-07-18 07:41:15 main:581] : INFO : Epoch 1612 | loss: 0.0310357 | val_loss: 0.0310901 | Time: 1883.87 ms [2021-07-18 07:41:17 main:581] : INFO : Epoch 1613 | loss: 0.0310347 | val_loss: 0.0310874 | Time: 1946.67 ms [2021-07-18 07:41:19 main:581] : INFO : Epoch 1614 | loss: 0.0310339 | val_loss: 0.0310794 | Time: 2021.16 ms [2021-07-18 07:41:21 main:581] : INFO : Epoch 1615 | loss: 0.0310292 | val_loss: 0.031082 | Time: 1994.27 ms [2021-07-18 07:41:23 main:581] : INFO : Epoch 1616 | loss: 0.031028 | val_loss: 0.0310815 | Time: 1884.07 ms [2021-07-18 07:41:25 main:581] : INFO : Epoch 1617 | loss: 0.031028 | val_loss: 0.0310821 | Time: 1972.74 ms [2021-07-18 07:41:27 main:581] : INFO : Epoch 1618 | loss: 0.0310278 | val_loss: 0.0310824 | Time: 1944.3 ms [2021-07-18 07:41:29 main:581] : INFO : Epoch 1619 | loss: 0.0310256 | val_loss: 0.0310825 | Time: 1988.52 ms [2021-07-18 07:41:31 main:581] : INFO : Epoch 1620 | loss: 0.0310236 | val_loss: 0.0310808 | Time: 2001.1 ms [2021-07-18 07:41:33 main:581] : INFO : Epoch 1621 | loss: 0.0310229 | val_loss: 0.0310735 | Time: 2000.79 ms [2021-07-18 07:41:35 main:581] : INFO : Epoch 1622 | loss: 0.0310193 | val_loss: 0.0310857 | Time: 1979.51 ms [2021-07-18 07:41:37 main:581] : INFO : Epoch 1623 | loss: 0.0310264 | val_loss: 0.0310909 | Time: 1998.31 ms [2021-07-18 07:41:41 main:581] : INFO : Epoch 1624 | loss: 0.0310285 | val_loss: 0.031093 | Time: 3752.29 ms [2021-07-18 07:41:44 main:581] : INFO : Epoch 1625 | loss: 0.0310312 | val_loss: 0.0310804 | Time: 3512.03 ms [2021-07-18 07:41:47 main:581] : INFO : Epoch 1626 | loss: 0.0310297 | val_loss: 0.0310847 | Time: 2706.08 ms [2021-07-18 07:41:50 main:581] : INFO : Epoch 1627 | loss: 0.0310372 | val_loss: 0.0310874 | Time: 3314.85 ms [2021-07-18 07:41:53 main:581] : INFO : Epoch 1628 | loss: 0.0318733 | val_loss: 0.0320056 | Time: 2547.84 ms [2021-07-18 07:41:56 main:581] : INFO : Epoch 1629 | loss: 0.0314376 | val_loss: 0.0311957 | Time: 2793.31 ms [2021-07-18 07:41:58 main:581] : INFO : Epoch 1630 | loss: 0.0310877 | val_loss: 0.0310997 | Time: 1977.03 ms [2021-07-18 07:42:00 main:581] : INFO : Epoch 1631 | loss: 0.03103 | val_loss: 0.0310902 | Time: 2013.46 ms [2021-07-18 07:42:02 main:581] : INFO : Epoch 1632 | loss: 0.0310218 | val_loss: 0.0310855 | Time: 1981.57 ms [2021-07-18 07:42:04 main:581] : INFO : Epoch 1633 | loss: 0.031024 | val_loss: 0.0310835 | Time: 2018.86 ms [2021-07-18 07:42:06 main:581] : INFO : Epoch 1634 | loss: 0.0310178 | val_loss: 0.0310814 | Time: 1980.75 ms [2021-07-18 07:42:08 main:581] : INFO : Epoch 1635 | loss: 0.0310216 | val_loss: 0.0310838 | Time: 1922.24 ms [2021-07-18 07:42:10 main:581] : INFO : Epoch 1636 | loss: 0.0310293 | val_loss: 0.0310788 | Time: 1888.14 ms [2021-07-18 07:42:12 main:581] : INFO : Epoch 1637 | loss: 0.0310249 | val_loss: 0.0310794 | Time: 2190.12 ms [2021-07-18 07:42:14 main:581] : INFO : Epoch 1638 | loss: 0.03103 | val_loss: 0.0310869 | Time: 2419.3 ms [2021-07-18 07:42:17 main:581] : INFO : Epoch 1639 | loss: 0.0310293 | val_loss: 0.0310884 | Time: 2545.43 ms [2021-07-18 07:42:19 main:581] : INFO : Epoch 1640 | loss: 0.0310339 | val_loss: 0.0310867 | Time: 2414.83 ms [2021-07-18 07:42:21 main:581] : INFO : Epoch 1641 | loss: 0.0310341 | val_loss: 0.0310792 | Time: 2058.86 ms [2021-07-18 07:42:23 main:581] : INFO : Epoch 1642 | loss: 0.0310347 | val_loss: 0.0310875 | Time: 2135.64 ms [2021-07-18 07:42:26 main:581] : INFO : Epoch 1643 | loss: 0.0310308 | val_loss: 0.031089 | Time: 2337.48 ms [2021-07-18 07:42:28 main:581] : INFO : Epoch 1644 | loss: 0.031026 | val_loss: 0.031085 | Time: 2352.07 ms [2021-07-18 07:42:30 main:581] : INFO : Epoch 1645 | loss: 0.031022 | val_loss: 0.0310915 | Time: 2278.99 ms [2021-07-18 07:42:32 main:581] : INFO : Epoch 1646 | loss: 0.0310283 | val_loss: 0.0310868 | Time: 2158.97 ms [2021-07-18 07:42:35 main:581] : INFO : Epoch 1647 | loss: 0.0310308 | val_loss: 0.0310846 | Time: 2369.69 ms [2021-07-18 07:42:37 main:581] : INFO : Epoch 1648 | loss: 0.0310296 | val_loss: 0.0310829 | Time: 2392.41 ms [2021-07-18 07:42:40 main:581] : INFO : Epoch 1649 | loss: 0.0310249 | val_loss: 0.0310779 | Time: 2346.37 ms [2021-07-18 07:42:42 main:581] : INFO : Epoch 1650 | loss: 0.0310257 | val_loss: 0.0310827 | Time: 2298.53 ms [2021-07-18 07:42:44 main:581] : INFO : Epoch 1651 | loss: 0.0310303 | val_loss: 0.0310901 | Time: 2081.17 ms [2021-07-18 07:42:46 main:581] : INFO : Epoch 1652 | loss: 0.031043 | val_loss: 0.0310877 | Time: 1972.54 ms [2021-07-18 07:42:49 main:581] : INFO : Epoch 1653 | loss: 0.031037 | val_loss: 0.0310908 | Time: 2830.37 ms [2021-07-18 07:42:52 main:581] : INFO : Epoch 1654 | loss: 0.0310332 | val_loss: 0.0310832 | Time: 3641.44 ms [2021-07-18 07:42:55 main:581] : INFO : Epoch 1655 | loss: 0.0310309 | val_loss: 0.0310797 | Time: 2896.71 ms [2021-07-18 07:43:00 main:581] : INFO : Epoch 1656 | loss: 0.0310294 | val_loss: 0.0310808 | Time: 4224.51 ms [2021-07-18 07:43:02 main:581] : INFO : Epoch 1657 | loss: 0.0310256 | val_loss: 0.0310738 | Time: 2427.83 ms [2021-07-18 07:43:05 main:581] : INFO : Epoch 1658 | loss: 0.0310242 | val_loss: 0.0310766 | Time: 3199.08 ms [2021-07-18 07:43:08 main:581] : INFO : Epoch 1659 | loss: 0.0310243 | val_loss: 0.0310778 | Time: 2871.85 ms [2021-07-18 07:43:10 main:581] : INFO : Epoch 1660 | loss: 0.0310213 | val_loss: 0.0310776 | Time: 1951.21 ms [2021-07-18 07:43:12 main:581] : INFO : Epoch 1661 | loss: 0.0310255 | val_loss: 0.0310816 | Time: 1903.13 ms [2021-07-18 07:43:14 main:581] : INFO : Epoch 1662 | loss: 0.0310213 | val_loss: 0.0310735 | Time: 2058 ms [2021-07-18 07:43:16 main:581] : INFO : Epoch 1663 | loss: 0.0310235 | val_loss: 0.0310783 | Time: 2018.39 ms [2021-07-18 07:43:18 main:581] : INFO : Epoch 1664 | loss: 0.03102 | val_loss: 0.0310781 | Time: 1994.07 ms [2021-07-18 07:43:20 main:581] : INFO : Epoch 1665 | loss: 0.0310161 | val_loss: 0.0310859 | Time: 2054.72 ms [2021-07-18 07:43:22 main:581] : INFO : Epoch 1666 | loss: 0.0310139 | val_loss: 0.0310749 | Time: 2025.57 ms [2021-07-18 07:43:24 main:581] : INFO : Epoch 1667 | loss: 0.0310118 | val_loss: 0.0310766 | Time: 2010.71 ms [2021-07-18 07:43:26 main:581] : INFO : Epoch 1668 | loss: 0.0310171 | val_loss: 0.031096 | Time: 1878.15 ms [2021-07-18 07:43:28 main:581] : INFO : Epoch 1669 | loss: 0.0310153 | val_loss: 0.0310907 | Time: 1773.71 ms [2021-07-18 07:43:30 main:581] : INFO : Epoch 1670 | loss: 0.0310154 | val_loss: 0.0310798 | Time: 1928.56 ms [2021-07-18 07:43:32 main:581] : INFO : Epoch 1671 | loss: 0.0310229 | val_loss: 0.0310776 | Time: 1981.86 ms [2021-07-18 07:43:34 main:581] : INFO : Epoch 1672 | loss: 0.0310196 | val_loss: 0.0310804 | Time: 2231.13 ms [2021-07-18 07:43:36 main:581] : INFO : Epoch 1673 | loss: 0.0310227 | val_loss: 0.0310781 | Time: 2060.03 ms [2021-07-18 07:43:38 main:581] : INFO : Epoch 1674 | loss: 0.0310203 | val_loss: 0.0310892 | Time: 1998.88 ms [2021-07-18 07:43:40 main:581] : INFO : Epoch 1675 | loss: 0.0310171 | val_loss: 0.0310796 | Time: 1962.74 ms [2021-07-18 07:43:42 main:581] : INFO : Epoch 1676 | loss: 0.0310178 | val_loss: 0.0310821 | Time: 2044.98 ms [2021-07-18 07:43:44 main:581] : INFO : Epoch 1677 | loss: 0.0310368 | val_loss: 0.0310848 | Time: 2045.29 ms [2021-07-18 07:43:46 main:581] : INFO : Epoch 1678 | loss: 0.0310339 | val_loss: 0.031081 | Time: 2045.68 ms [2021-07-18 07:43:48 main:581] : INFO : Epoch 1679 | loss: 0.0310232 | val_loss: 0.0310958 | Time: 2061.69 ms [2021-07-18 07:43:50 main:581] : INFO : Epoch 1680 | loss: 0.031018 | val_loss: 0.0310891 | Time: 2041.83 ms [2021-07-18 07:43:52 main:581] : INFO : Epoch 1681 | loss: 0.0310128 | val_loss: 0.0310838 | Time: 2075.53 ms [2021-07-18 07:43:54 main:581] : INFO : Epoch 1682 | loss: 0.0310142 | val_loss: 0.0310909 | Time: 1978.71 ms [2021-07-18 07:43:56 main:581] : INFO : Epoch 1683 | loss: 0.031034 | val_loss: 0.031091 | Time: 2040.33 ms [2021-07-18 07:43:58 main:581] : INFO : Epoch 1684 | loss: 0.0310308 | val_loss: 0.0310838 | Time: 1950.33 ms [2021-07-18 07:44:01 main:581] : INFO : Epoch 1685 | loss: 0.031026 | val_loss: 0.0310798 | Time: 2920.3 ms [2021-07-18 07:44:04 main:581] : INFO : Epoch 1686 | loss: 0.0310204 | val_loss: 0.0310826 | Time: 2947.8 ms [2021-07-18 07:44:07 main:581] : INFO : Epoch 1687 | loss: 0.0310234 | val_loss: 0.0310858 | Time: 2582.29 ms [2021-07-18 07:44:10 main:581] : INFO : Epoch 1688 | loss: 0.0310187 | val_loss: 0.0310865 | Time: 3080.14 ms [2021-07-18 07:44:13 main:581] : INFO : Epoch 1689 | loss: 0.0310181 | val_loss: 0.031094 | Time: 3281.69 ms [2021-07-18 07:44:17 main:581] : INFO : Epoch 1690 | loss: 0.0310148 | val_loss: 0.0310904 | Time: 4485.95 ms [2021-07-18 07:44:21 main:581] : INFO : Epoch 1691 | loss: 0.0310123 | val_loss: 0.0310948 | Time: 3311.63 ms [2021-07-18 07:44:25 main:581] : INFO : Epoch 1692 | loss: 0.0310122 | val_loss: 0.0310913 | Time: 3714.35 ms [2021-07-18 07:44:27 main:581] : INFO : Epoch 1693 | loss: 0.0310123 | val_loss: 0.0310851 | Time: 2647.67 ms [2021-07-18 07:44:30 main:581] : INFO : Epoch 1694 | loss: 0.0310088 | val_loss: 0.0310898 | Time: 2391.71 ms [2021-07-18 07:44:33 main:581] : INFO : Epoch 1695 | loss: 0.0310049 | val_loss: 0.0310867 | Time: 3301.84 ms [2021-07-18 07:44:38 main:581] : INFO : Epoch 1696 | loss: 0.0310046 | val_loss: 0.0310834 | Time: 4821.4 ms [2021-07-18 07:44:42 main:581] : INFO : Epoch 1697 | loss: 0.0310036 | val_loss: 0.0310942 | Time: 4439.62 ms [2021-07-18 07:44:46 main:581] : INFO : Epoch 1698 | loss: 0.0310114 | val_loss: 0.0310876 | Time: 3503.13 ms [2021-07-18 07:44:50 main:581] : INFO : Epoch 1699 | loss: 0.0310119 | val_loss: 0.0310881 | Time: 3883.25 ms [2021-07-18 07:44:52 main:581] : INFO : Epoch 1700 | loss: 0.0310133 | val_loss: 0.031113 | Time: 2623.74 ms [2021-07-18 07:44:55 main:581] : INFO : Epoch 1701 | loss: 0.0310105 | val_loss: 0.0310884 | Time: 2563.94 ms [2021-07-18 07:44:58 main:581] : INFO : Epoch 1702 | loss: 0.0310161 | val_loss: 0.0310894 | Time: 3368.13 ms [2021-07-18 07:45:02 main:581] : INFO : Epoch 1703 | loss: 0.031017 | val_loss: 0.0310849 | Time: 3480.17 ms [2021-07-18 07:45:06 main:581] : INFO : Epoch 1704 | loss: 0.0310127 | val_loss: 0.0310866 | Time: 4911.56 ms [2021-07-18 07:45:10 main:581] : INFO : Epoch 1705 | loss: 0.0310108 | val_loss: 0.0310826 | Time: 3961.12 ms [2021-07-18 07:45:12 main:581] : INFO : Epoch 1706 | loss: 0.0310059 | val_loss: 0.031086 | Time: 2073.97 ms [2021-07-18 07:45:14 main:581] : INFO : Epoch 1707 | loss: 0.0310043 | val_loss: 0.0310855 | Time: 1995.44 ms [2021-07-18 07:45:16 main:581] : INFO : Epoch 1708 | loss: 0.0310104 | val_loss: 0.0310936 | Time: 1862.09 ms [2021-07-18 07:45:18 main:581] : INFO : Epoch 1709 | loss: 0.0310077 | val_loss: 0.0310843 | Time: 1928.77 ms [2021-07-18 07:45:20 main:581] : INFO : Epoch 1710 | loss: 0.0310076 | val_loss: 0.0310814 | Time: 2045.35 ms [2021-07-18 07:45:23 main:581] : INFO : Epoch 1711 | loss: 0.0310053 | val_loss: 0.0310854 | Time: 2698.71 ms [2021-07-18 07:45:27 main:581] : INFO : Epoch 1712 | loss: 0.0310091 | val_loss: 0.0310792 | Time: 3591.12 ms [2021-07-18 07:45:30 main:581] : INFO : Epoch 1713 | loss: 0.0310151 | val_loss: 0.0310996 | Time: 3247.35 ms [2021-07-18 07:45:33 main:581] : INFO : Epoch 1714 | loss: 0.0310134 | val_loss: 0.0310868 | Time: 3325.8 ms [2021-07-18 07:45:36 main:581] : INFO : Epoch 1715 | loss: 0.0310193 | val_loss: 0.0310933 | Time: 2493.04 ms [2021-07-18 07:45:39 main:581] : INFO : Epoch 1716 | loss: 0.0310173 | val_loss: 0.0310914 | Time: 2882.9 ms [2021-07-18 07:45:43 main:581] : INFO : Epoch 1717 | loss: 0.0310106 | val_loss: 0.0310875 | Time: 4618.27 ms [2021-07-18 07:45:46 main:581] : INFO : Epoch 1718 | loss: 0.0310093 | val_loss: 0.03109 | Time: 2366.68 ms [2021-07-18 07:45:48 main:581] : INFO : Epoch 1719 | loss: 0.0310226 | val_loss: 0.0311055 | Time: 2053.69 ms [2021-07-18 07:45:50 main:581] : INFO : Epoch 1720 | loss: 0.03104 | val_loss: 0.0310874 | Time: 2043.54 ms [2021-07-18 07:45:52 main:581] : INFO : Epoch 1721 | loss: 0.0310295 | val_loss: 0.0310934 | Time: 2045.76 ms [2021-07-18 07:45:54 main:581] : INFO : Epoch 1722 | loss: 0.0310207 | val_loss: 0.0310855 | Time: 1959.48 ms [2021-07-18 07:45:56 main:581] : INFO : Epoch 1723 | loss: 0.0310186 | val_loss: 0.0310936 | Time: 1989.76 ms [2021-07-18 07:45:58 main:581] : INFO : Epoch 1724 | loss: 0.0310147 | val_loss: 0.0310847 | Time: 1982.21 ms [2021-07-18 07:45:59 main:581] : INFO : Epoch 1725 | loss: 0.0310145 | val_loss: 0.0310873 | Time: 1860.43 ms [2021-07-18 07:46:01 main:581] : INFO : Epoch 1726 | loss: 0.0310261 | val_loss: 0.0310961 | Time: 1999.54 ms [2021-07-18 07:46:04 main:581] : INFO : Epoch 1727 | loss: 0.0310226 | val_loss: 0.0310899 | Time: 2052.58 ms [2021-07-18 07:46:06 main:581] : INFO : Epoch 1728 | loss: 0.0310157 | val_loss: 0.0310864 | Time: 2019.6 ms [2021-07-18 07:46:08 main:581] : INFO : Epoch 1729 | loss: 0.0310147 | val_loss: 0.0310967 | Time: 2040.33 ms [2021-07-18 07:46:10 main:581] : INFO : Epoch 1730 | loss: 0.0310123 | val_loss: 0.0310892 | Time: 2113.6 ms [2021-07-18 07:46:12 main:581] : INFO : Epoch 1731 | loss: 0.0310143 | val_loss: 0.0310778 | Time: 2533.18 ms [2021-07-18 07:46:15 main:581] : INFO : Epoch 1732 | loss: 0.0310111 | val_loss: 0.0310917 | Time: 2803.51 ms [2021-07-18 07:46:17 main:581] : INFO : Epoch 1733 | loss: 0.0310121 | val_loss: 0.0310851 | Time: 2041.73 ms [2021-07-18 07:46:19 main:581] : INFO : Epoch 1734 | loss: 0.0310116 | val_loss: 0.0311027 | Time: 2269.32 ms [2021-07-18 07:46:22 main:581] : INFO : Epoch 1735 | loss: 0.0310124 | val_loss: 0.0310788 | Time: 2218.78 ms [2021-07-18 07:46:24 main:581] : INFO : Epoch 1736 | loss: 0.0310328 | val_loss: 0.0310899 | Time: 2132.59 ms [2021-07-18 07:46:26 main:581] : INFO : Epoch 1737 | loss: 0.0310278 | val_loss: 0.0310894 | Time: 2075.93 ms [2021-07-18 07:46:28 main:581] : INFO : Epoch 1738 | loss: 0.0310201 | val_loss: 0.0310811 | Time: 2096.34 ms [2021-07-18 07:46:30 main:581] : INFO : Epoch 1739 | loss: 0.0310317 | val_loss: 0.0310898 | Time: 2086.47 ms [2021-07-18 07:46:32 main:581] : INFO : Epoch 1740 | loss: 0.0310348 | val_loss: 0.031089 | Time: 2385.05 ms [2021-07-18 07:46:35 main:581] : INFO : Epoch 1741 | loss: 0.0310301 | val_loss: 0.0310902 | Time: 2523.92 ms [2021-07-18 07:46:39 main:581] : INFO : Epoch 1742 | loss: 0.0310224 | val_loss: 0.0310943 | Time: 3663.39 ms [2021-07-18 07:46:42 main:581] : INFO : Epoch 1743 | loss: 0.0310163 | val_loss: 0.0310955 | Time: 3392.73 ms [2021-07-18 07:46:45 main:581] : INFO : Epoch 1744 | loss: 0.0310135 | val_loss: 0.0310851 | Time: 2631.89 ms [2021-07-18 07:46:48 main:581] : INFO : Epoch 1745 | loss: 0.0310125 | val_loss: 0.0310985 | Time: 3413.54 ms [2021-07-18 07:46:53 main:581] : INFO : Epoch 1746 | loss: 0.0310098 | val_loss: 0.0310963 | Time: 5021.05 ms [2021-07-18 07:46:57 main:581] : INFO : Epoch 1747 | loss: 0.0310058 | val_loss: 0.0310859 | Time: 3503.2 ms [2021-07-18 07:46:59 main:581] : INFO : Epoch 1748 | loss: 0.0310156 | val_loss: 0.0310854 | Time: 2455.38 ms [2021-07-18 07:47:01 main:581] : INFO : Epoch 1749 | loss: 0.0310317 | val_loss: 0.0310866 | Time: 2004.03 ms [2021-07-18 07:47:03 main:581] : INFO : Epoch 1750 | loss: 0.0310241 | val_loss: 0.0310835 | Time: 1987.66 ms [2021-07-18 07:47:05 main:581] : INFO : Epoch 1751 | loss: 0.0310179 | val_loss: 0.0310879 | Time: 1998.65 ms [2021-07-18 07:47:07 main:581] : INFO : Epoch 1752 | loss: 0.0310117 | val_loss: 0.0310945 | Time: 1929.48 ms [2021-07-18 07:47:09 main:581] : INFO : Epoch 1753 | loss: 0.0310108 | val_loss: 0.0310823 | Time: 2016.89 ms [2021-07-18 07:47:11 main:581] : INFO : Epoch 1754 | loss: 0.0310104 | val_loss: 0.0310903 | Time: 1894.2 ms [2021-07-18 07:47:14 main:581] : INFO : Epoch 1755 | loss: 0.0310102 | val_loss: 0.031083 | Time: 3069.4 ms [2021-07-18 07:47:19 main:581] : INFO : Epoch 1756 | loss: 0.0310096 | val_loss: 0.0310827 | Time: 4987.6 ms [2021-07-18 07:47:22 main:581] : INFO : Epoch 1757 | loss: 0.0310072 | val_loss: 0.0310786 | Time: 3369.43 ms [2021-07-18 07:47:26 main:581] : INFO : Epoch 1758 | loss: 0.0310124 | val_loss: 0.0310802 | Time: 3698.38 ms [2021-07-18 07:47:28 main:581] : INFO : Epoch 1759 | loss: 0.0310078 | val_loss: 0.0310894 | Time: 2161.49 ms [2021-07-18 07:47:30 main:581] : INFO : Epoch 1760 | loss: 0.0310004 | val_loss: 0.0310767 | Time: 2291.1 ms [2021-07-18 07:47:33 main:581] : INFO : Epoch 1761 | loss: 0.031021 | val_loss: 0.0310845 | Time: 2507.58 ms [2021-07-18 07:47:36 main:581] : INFO : Epoch 1762 | loss: 0.0310136 | val_loss: 0.0310814 | Time: 2936.01 ms [2021-07-18 07:47:38 main:581] : INFO : Epoch 1763 | loss: 0.031008 | val_loss: 0.0310821 | Time: 2537.38 ms [2021-07-18 07:47:42 main:581] : INFO : Epoch 1764 | loss: 0.0310057 | val_loss: 0.0310913 | Time: 3511.05 ms [2021-07-18 07:47:45 main:581] : INFO : Epoch 1765 | loss: 0.0310029 | val_loss: 0.0310777 | Time: 3228.14 ms [2021-07-18 07:47:48 main:581] : INFO : Epoch 1766 | loss: 0.0310015 | val_loss: 0.0310863 | Time: 2757.5 ms [2021-07-18 07:47:51 main:581] : INFO : Epoch 1767 | loss: 0.0310031 | val_loss: 0.0310864 | Time: 3185.16 ms [2021-07-18 07:47:56 main:581] : INFO : Epoch 1768 | loss: 0.0309967 | val_loss: 0.0310833 | Time: 4860.99 ms [2021-07-18 07:48:00 main:581] : INFO : Epoch 1769 | loss: 0.0310089 | val_loss: 0.0310854 | Time: 3716.57 ms [2021-07-18 07:48:04 main:581] : INFO : Epoch 1770 | loss: 0.0310115 | val_loss: 0.0310794 | Time: 3896.73 ms [2021-07-18 07:48:07 main:581] : INFO : Epoch 1771 | loss: 0.031012 | val_loss: 0.0310921 | Time: 2977.08 ms [2021-07-18 07:48:09 main:581] : INFO : Epoch 1772 | loss: 0.0310237 | val_loss: 0.0310865 | Time: 2803.62 ms [2021-07-18 07:48:12 main:581] : INFO : Epoch 1773 | loss: 0.0310216 | val_loss: 0.031103 | Time: 2819.44 ms [2021-07-18 07:48:17 main:581] : INFO : Epoch 1774 | loss: 0.031021 | val_loss: 0.0310887 | Time: 4512.35 ms [2021-07-18 07:48:22 main:581] : INFO : Epoch 1775 | loss: 0.031015 | val_loss: 0.0311052 | Time: 4856.32 ms [2021-07-18 07:48:25 main:581] : INFO : Epoch 1776 | loss: 0.0310124 | val_loss: 0.0310861 | Time: 3668.02 ms [2021-07-18 07:48:27 main:581] : INFO : Epoch 1777 | loss: 0.0310113 | val_loss: 0.0310921 | Time: 2025.95 ms [2021-07-18 07:48:29 main:581] : INFO : Epoch 1778 | loss: 0.0310087 | val_loss: 0.031106 | Time: 2162.87 ms [2021-07-18 07:48:33 main:581] : INFO : Epoch 1779 | loss: 0.0310058 | val_loss: 0.0310913 | Time: 3350.04 ms [2021-07-18 07:48:36 main:581] : INFO : Epoch 1780 | loss: 0.0310089 | val_loss: 0.031096 | Time: 3129.07 ms [2021-07-18 07:48:39 main:581] : INFO : Epoch 1781 | loss: 0.0310043 | val_loss: 0.0310814 | Time: 2658.25 ms [2021-07-18 07:48:42 main:581] : INFO : Epoch 1782 | loss: 0.0310145 | val_loss: 0.0310818 | Time: 3049.47 ms [2021-07-18 07:48:44 main:581] : INFO : Epoch 1783 | loss: 0.0310183 | val_loss: 0.0310804 | Time: 2586.1 ms [2021-07-18 07:48:48 main:581] : INFO : Epoch 1784 | loss: 0.0310115 | val_loss: 0.0310893 | Time: 3644.87 ms [2021-07-18 07:48:52 main:581] : INFO : Epoch 1785 | loss: 0.031004 | val_loss: 0.0310911 | Time: 3730.28 ms [2021-07-18 07:48:55 main:581] : INFO : Epoch 1786 | loss: 0.0310011 | val_loss: 0.031088 | Time: 3308.52 ms [2021-07-18 07:49:00 main:581] : INFO : Epoch 1787 | loss: 0.0309995 | val_loss: 0.0310944 | Time: 4721.26 ms [2021-07-18 07:49:03 main:581] : INFO : Epoch 1788 | loss: 0.0309926 | val_loss: 0.0310822 | Time: 3312.54 ms [2021-07-18 07:49:05 main:581] : INFO : Epoch 1789 | loss: 0.0310075 | val_loss: 0.0311074 | Time: 2444.47 ms [2021-07-18 07:49:07 main:581] : INFO : Epoch 1790 | loss: 0.0310136 | val_loss: 0.0310974 | Time: 1776.35 ms [2021-07-18 07:49:09 main:581] : INFO : Epoch 1791 | loss: 0.0309969 | val_loss: 0.0310967 | Time: 1926.71 ms [2021-07-18 07:49:11 main:581] : INFO : Epoch 1792 | loss: 0.0309994 | val_loss: 0.031083 | Time: 1934.95 ms [2021-07-18 07:49:13 main:581] : INFO : Epoch 1793 | loss: 0.0309932 | val_loss: 0.0310874 | Time: 1939.97 ms [2021-07-18 07:49:15 main:581] : INFO : Epoch 1794 | loss: 0.0309955 | val_loss: 0.0310942 | Time: 1871.06 ms [2021-07-18 07:49:17 main:581] : INFO : Epoch 1795 | loss: 0.0309942 | val_loss: 0.0310859 | Time: 1956.04 ms [2021-07-18 07:49:19 main:581] : INFO : Epoch 1796 | loss: 0.0310008 | val_loss: 0.0310917 | Time: 1974.83 ms [2021-07-18 07:49:21 main:581] : INFO : Epoch 1797 | loss: 0.0309992 | val_loss: 0.0310857 | Time: 1986.99 ms [2021-07-18 07:49:23 main:581] : INFO : Epoch 1798 | loss: 0.0309954 | val_loss: 0.0310872 | Time: 1968.48 ms [2021-07-18 07:49:25 main:581] : INFO : Epoch 1799 | loss: 0.0310052 | val_loss: 0.031084 | Time: 2021 ms [2021-07-18 07:49:27 main:581] : INFO : Epoch 1800 | loss: 0.0309955 | val_loss: 0.0310851 | Time: 2196.08 ms [2021-07-18 07:49:29 main:581] : INFO : Epoch 1801 | loss: 0.0310088 | val_loss: 0.0310968 | Time: 2465.34 ms [2021-07-18 07:49:32 main:581] : INFO : Epoch 1802 | loss: 0.0310221 | val_loss: 0.0310867 | Time: 2422.34 ms [2021-07-18 07:49:34 main:581] : INFO : Epoch 1803 | loss: 0.0310147 | val_loss: 0.0310885 | Time: 2106.49 ms [2021-07-18 07:49:36 main:581] : INFO : Epoch 1804 | loss: 0.0310114 | val_loss: 0.0310864 | Time: 1800.77 ms [2021-07-18 07:49:38 main:581] : INFO : Epoch 1805 | loss: 0.0310077 | val_loss: 0.0310883 | Time: 1828.57 ms [2021-07-18 07:49:40 main:581] : INFO : Epoch 1806 | loss: 0.0310071 | val_loss: 0.0310953 | Time: 2670.37 ms [2021-07-18 07:49:43 main:581] : INFO : Epoch 1807 | loss: 0.0310074 | val_loss: 0.0310894 | Time: 2354.76 ms [2021-07-18 07:49:46 main:581] : INFO : Epoch 1808 | loss: 0.0310109 | val_loss: 0.0310817 | Time: 3352.45 ms [2021-07-18 07:49:49 main:581] : INFO : Epoch 1809 | loss: 0.0310186 | val_loss: 0.0310861 | Time: 3203.54 ms [2021-07-18 07:49:52 main:581] : INFO : Epoch 1810 | loss: 0.0310163 | val_loss: 0.0310796 | Time: 2790.13 ms [2021-07-18 07:49:55 main:581] : INFO : Epoch 1811 | loss: 0.0310077 | val_loss: 0.0310927 | Time: 3313.89 ms [2021-07-18 07:49:58 main:581] : INFO : Epoch 1812 | loss: 0.0310172 | val_loss: 0.0310777 | Time: 3236.79 ms [2021-07-18 07:50:01 main:581] : INFO : Epoch 1813 | loss: 0.0310112 | val_loss: 0.0310812 | Time: 2313.84 ms [2021-07-18 07:50:03 main:581] : INFO : Epoch 1814 | loss: 0.0310107 | val_loss: 0.0310746 | Time: 2281.33 ms [2021-07-18 07:50:05 main:581] : INFO : Epoch 1815 | loss: 0.03101 | val_loss: 0.0310839 | Time: 2378.89 ms [2021-07-18 07:50:08 main:581] : INFO : Epoch 1816 | loss: 0.0310021 | val_loss: 0.0310869 | Time: 2299.91 ms [2021-07-18 07:50:11 main:581] : INFO : Epoch 1817 | loss: 0.0309999 | val_loss: 0.0310932 | Time: 3073.41 ms [2021-07-18 07:50:13 main:581] : INFO : Epoch 1818 | loss: 0.0309992 | val_loss: 0.0310869 | Time: 2130.06 ms [2021-07-18 07:50:15 main:581] : INFO : Epoch 1819 | loss: 0.031005 | val_loss: 0.0310849 | Time: 2062.17 ms [2021-07-18 07:50:18 main:581] : INFO : Epoch 1820 | loss: 0.0310221 | val_loss: 0.0310846 | Time: 2783.97 ms [2021-07-18 07:50:21 main:581] : INFO : Epoch 1821 | loss: 0.0310119 | val_loss: 0.0310881 | Time: 2793.62 ms [2021-07-18 07:50:23 main:581] : INFO : Epoch 1822 | loss: 0.0310065 | val_loss: 0.0310845 | Time: 2570.27 ms [2021-07-18 07:50:25 main:581] : INFO : Epoch 1823 | loss: 0.0310091 | val_loss: 0.0310772 | Time: 2177.74 ms [2021-07-18 07:50:27 main:581] : INFO : Epoch 1824 | loss: 0.0310185 | val_loss: 0.0310809 | Time: 1938.79 ms [2021-07-18 07:50:29 main:581] : INFO : Epoch 1825 | loss: 0.0310104 | val_loss: 0.0310856 | Time: 1995.11 ms [2021-07-18 07:50:31 main:581] : INFO : Epoch 1826 | loss: 0.0310014 | val_loss: 0.0310805 | Time: 1985.2 ms [2021-07-18 07:50:33 main:581] : INFO : Epoch 1827 | loss: 0.0309971 | val_loss: 0.0310806 | Time: 1956.89 ms [2021-07-18 07:50:35 main:581] : INFO : Epoch 1828 | loss: 0.0309979 | val_loss: 0.0310917 | Time: 1987.01 ms [2021-07-18 07:50:37 main:581] : INFO : Epoch 1829 | loss: 0.0309965 | val_loss: 0.0310808 | Time: 2204.27 ms [2021-07-18 07:50:40 main:581] : INFO : Epoch 1830 | loss: 0.0309952 | val_loss: 0.0310866 | Time: 2678.45 ms [2021-07-18 07:50:44 main:581] : INFO : Epoch 1831 | loss: 0.0309916 | val_loss: 0.0310855 | Time: 3683.2 ms [2021-07-18 07:50:46 main:581] : INFO : Epoch 1832 | loss: 0.0309916 | val_loss: 0.0310961 | Time: 2575.48 ms [2021-07-18 07:50:49 main:581] : INFO : Epoch 1833 | loss: 0.0310011 | val_loss: 0.0310962 | Time: 2616.41 ms [2021-07-18 07:50:52 main:581] : INFO : Epoch 1834 | loss: 0.0310045 | val_loss: 0.03109 | Time: 2966.84 ms [2021-07-18 07:50:55 main:581] : INFO : Epoch 1835 | loss: 0.0309994 | val_loss: 0.0310868 | Time: 3475.7 ms [2021-07-18 07:50:58 main:581] : INFO : Epoch 1836 | loss: 0.0309959 | val_loss: 0.031089 | Time: 2482.18 ms [2021-07-18 07:51:01 main:581] : INFO : Epoch 1837 | loss: 0.0309959 | val_loss: 0.0310813 | Time: 3342.61 ms [2021-07-18 07:51:04 main:581] : INFO : Epoch 1838 | loss: 0.0310156 | val_loss: 0.0310822 | Time: 2521.43 ms [2021-07-18 07:51:06 main:581] : INFO : Epoch 1839 | loss: 0.0310235 | val_loss: 0.0310995 | Time: 2480.37 ms [2021-07-18 07:51:09 main:581] : INFO : Epoch 1840 | loss: 0.0310097 | val_loss: 0.0310984 | Time: 2444.65 ms [2021-07-18 07:51:11 main:581] : INFO : Epoch 1841 | loss: 0.0310084 | val_loss: 0.0310912 | Time: 2383.51 ms [2021-07-18 07:51:13 main:581] : INFO : Epoch 1842 | loss: 0.031011 | val_loss: 0.03107 | Time: 2294.59 ms [2021-07-18 07:51:16 main:581] : INFO : Epoch 1843 | loss: 0.0310086 | val_loss: 0.0310865 | Time: 2374.44 ms [2021-07-18 07:51:18 main:581] : INFO : Epoch 1844 | loss: 0.0310012 | val_loss: 0.0310782 | Time: 2394.34 ms [2021-07-18 07:51:20 main:581] : INFO : Epoch 1845 | loss: 0.0309952 | val_loss: 0.0310837 | Time: 2382.78 ms [2021-07-18 07:51:23 main:581] : INFO : Epoch 1846 | loss: 0.0309932 | val_loss: 0.0310943 | Time: 2497.7 ms [2021-07-18 07:51:25 main:581] : INFO : Epoch 1847 | loss: 0.0310057 | val_loss: 0.0310784 | Time: 2487.35 ms [2021-07-18 07:51:28 main:581] : INFO : Epoch 1848 | loss: 0.0310032 | val_loss: 0.0310747 | Time: 2489.7 ms [2021-07-18 07:51:30 main:581] : INFO : Epoch 1849 | loss: 0.0309956 | val_loss: 0.0311005 | Time: 2481.89 ms [2021-07-18 07:51:33 main:581] : INFO : Epoch 1850 | loss: 0.0310085 | val_loss: 0.0310838 | Time: 2399.27 ms [2021-07-18 07:51:35 main:581] : INFO : Epoch 1851 | loss: 0.0310073 | val_loss: 0.0310867 | Time: 2285.39 ms [2021-07-18 07:51:37 main:581] : INFO : Epoch 1852 | loss: 0.0310023 | val_loss: 0.0310775 | Time: 2337.08 ms [2021-07-18 07:51:40 main:581] : INFO : Epoch 1853 | loss: 0.0310086 | val_loss: 0.0310898 | Time: 2384.93 ms [2021-07-18 07:51:42 main:581] : INFO : Epoch 1854 | loss: 0.031021 | val_loss: 0.0310993 | Time: 2398.56 ms [2021-07-18 07:51:45 main:581] : INFO : Epoch 1855 | loss: 0.0310142 | val_loss: 0.0310967 | Time: 2465.53 ms [2021-07-18 07:51:47 main:581] : INFO : Epoch 1856 | loss: 0.0310086 | val_loss: 0.0310773 | Time: 2413.76 ms [2021-07-18 07:51:49 main:581] : INFO : Epoch 1857 | loss: 0.0310066 | val_loss: 0.0310897 | Time: 2086.73 ms [2021-07-18 07:51:52 main:581] : INFO : Epoch 1858 | loss: 0.0309978 | val_loss: 0.0310838 | Time: 3020.01 ms [2021-07-18 07:51:56 main:581] : INFO : Epoch 1859 | loss: 0.0310066 | val_loss: 0.0310901 | Time: 3507.88 ms [2021-07-18 07:51:59 main:581] : INFO : Epoch 1860 | loss: 0.0309946 | val_loss: 0.0311108 | Time: 2927.34 ms [2021-07-18 07:52:01 main:581] : INFO : Epoch 1861 | loss: 0.030994 | val_loss: 0.0310897 | Time: 2410.38 ms [2021-07-18 07:52:03 main:581] : INFO : Epoch 1862 | loss: 0.030992 | val_loss: 0.0310816 | Time: 1962.01 ms [2021-07-18 07:52:05 main:581] : INFO : Epoch 1863 | loss: 0.0310075 | val_loss: 0.0310944 | Time: 1827.29 ms [2021-07-18 07:52:07 main:581] : INFO : Epoch 1864 | loss: 0.0310053 | val_loss: 0.0310785 | Time: 1978.78 ms [2021-07-18 07:52:09 main:581] : INFO : Epoch 1865 | loss: 0.031002 | val_loss: 0.0310904 | Time: 1968.4 ms [2021-07-18 07:52:11 main:581] : INFO : Epoch 1866 | loss: 0.0309982 | val_loss: 0.0310864 | Time: 2000.48 ms [2021-07-18 07:52:13 main:581] : INFO : Epoch 1867 | loss: 0.0309938 | val_loss: 0.0310875 | Time: 1940.14 ms [2021-07-18 07:52:15 main:581] : INFO : Epoch 1868 | loss: 0.0309917 | val_loss: 0.0310826 | Time: 1978.98 ms [2021-07-18 07:52:17 main:581] : INFO : Epoch 1869 | loss: 0.0309939 | val_loss: 0.0310925 | Time: 2361.36 ms [2021-07-18 07:52:20 main:581] : INFO : Epoch 1870 | loss: 0.0309872 | val_loss: 0.0310804 | Time: 2692.71 ms [2021-07-18 07:52:22 main:581] : INFO : Epoch 1871 | loss: 0.0309973 | val_loss: 0.0310906 | Time: 2643.78 ms [2021-07-18 07:52:25 main:581] : INFO : Epoch 1872 | loss: 0.0310266 | val_loss: 0.0311143 | Time: 2479.25 ms [2021-07-18 07:52:27 main:581] : INFO : Epoch 1873 | loss: 0.0310119 | val_loss: 0.0310911 | Time: 1987.8 ms [2021-07-18 07:52:29 main:581] : INFO : Epoch 1874 | loss: 0.0310056 | val_loss: 0.0310929 | Time: 1988.79 ms [2021-07-18 07:52:31 main:581] : INFO : Epoch 1875 | loss: 0.0310086 | val_loss: 0.0310984 | Time: 2549.32 ms [2021-07-18 07:52:34 main:581] : INFO : Epoch 1876 | loss: 0.0310107 | val_loss: 0.031086 | Time: 2465.78 ms [2021-07-18 07:52:37 main:581] : INFO : Epoch 1877 | loss: 0.0310077 | val_loss: 0.0310819 | Time: 3574.16 ms [2021-07-18 07:52:41 main:581] : INFO : Epoch 1878 | loss: 0.0310039 | val_loss: 0.0310893 | Time: 4000.03 ms [2021-07-18 07:52:45 main:581] : INFO : Epoch 1879 | loss: 0.0310116 | val_loss: 0.0310897 | Time: 3454.37 ms [2021-07-18 07:52:48 main:581] : INFO : Epoch 1880 | loss: 0.0310022 | val_loss: 0.0310763 | Time: 2743.64 ms [2021-07-18 07:52:50 main:581] : INFO : Epoch 1881 | loss: 0.031 | val_loss: 0.0310885 | Time: 2480.83 ms [2021-07-18 07:52:53 main:581] : INFO : Epoch 1882 | loss: 0.0309939 | val_loss: 0.0310844 | Time: 2637.11 ms [2021-07-18 07:52:56 main:581] : INFO : Epoch 1883 | loss: 0.0309973 | val_loss: 0.0310889 | Time: 2834.08 ms [2021-07-18 07:52:58 main:581] : INFO : Epoch 1884 | loss: 0.0309907 | val_loss: 0.0311024 | Time: 2487.08 ms [2021-07-18 07:53:01 main:581] : INFO : Epoch 1885 | loss: 0.0309858 | val_loss: 0.0310823 | Time: 2455.73 ms [2021-07-18 07:53:04 main:581] : INFO : Epoch 1886 | loss: 0.0309959 | val_loss: 0.03108 | Time: 3025.83 ms [2021-07-18 07:53:07 main:581] : INFO : Epoch 1887 | loss: 0.0310013 | val_loss: 0.0310953 | Time: 3342.98 ms [2021-07-18 07:53:10 main:581] : INFO : Epoch 1888 | loss: 0.0310021 | val_loss: 0.0310911 | Time: 3200.67 ms [2021-07-18 07:53:13 main:581] : INFO : Epoch 1889 | loss: 0.0310313 | val_loss: 0.031092 | Time: 2580.7 ms [2021-07-18 07:53:15 main:581] : INFO : Epoch 1890 | loss: 0.0310403 | val_loss: 0.0310934 | Time: 2588.68 ms [2021-07-18 07:53:18 main:581] : INFO : Epoch 1891 | loss: 0.0310229 | val_loss: 0.0310834 | Time: 2270.37 ms [2021-07-18 07:53:20 main:581] : INFO : Epoch 1892 | loss: 0.0310099 | val_loss: 0.0310882 | Time: 2438.45 ms [2021-07-18 07:53:23 main:581] : INFO : Epoch 1893 | loss: 0.0309984 | val_loss: 0.0310864 | Time: 2787.19 ms [2021-07-18 07:53:25 main:581] : INFO : Epoch 1894 | loss: 0.0309952 | val_loss: 0.0310768 | Time: 2671.16 ms [2021-07-18 07:53:29 main:581] : INFO : Epoch 1895 | loss: 0.0309942 | val_loss: 0.0310789 | Time: 3319.48 ms [2021-07-18 07:53:31 main:581] : INFO : Epoch 1896 | loss: 0.0309955 | val_loss: 0.0310892 | Time: 2616.57 ms [2021-07-18 07:53:35 main:581] : INFO : Epoch 1897 | loss: 0.0309961 | val_loss: 0.0310833 | Time: 3272.59 ms [2021-07-18 07:53:37 main:581] : INFO : Epoch 1898 | loss: 0.0309948 | val_loss: 0.0310801 | Time: 2747.34 ms [2021-07-18 07:53:41 main:581] : INFO : Epoch 1899 | loss: 0.0309949 | val_loss: 0.0310884 | Time: 3076.57 ms [2021-07-18 07:53:44 main:581] : INFO : Epoch 1900 | loss: 0.03099 | val_loss: 0.0310819 | Time: 3553.89 ms [2021-07-18 07:53:48 main:581] : INFO : Epoch 1901 | loss: 0.0309889 | val_loss: 0.0310846 | Time: 3659.05 ms [2021-07-18 07:53:50 main:581] : INFO : Epoch 1902 | loss: 0.0309855 | val_loss: 0.031083 | Time: 2708.94 ms [2021-07-18 07:53:54 main:581] : INFO : Epoch 1903 | loss: 0.0309847 | val_loss: 0.0310828 | Time: 3048.45 ms [2021-07-18 07:53:57 main:581] : INFO : Epoch 1904 | loss: 0.0309749 | val_loss: 0.0310802 | Time: 3592.64 ms [2021-07-18 07:54:01 main:581] : INFO : Epoch 1905 | loss: 0.030977 | val_loss: 0.0310857 | Time: 3587.69 ms [2021-07-18 07:54:03 main:581] : INFO : Epoch 1906 | loss: 0.0309798 | val_loss: 0.0310708 | Time: 2784.86 ms [2021-07-18 07:54:05 main:581] : INFO : Epoch 1907 | loss: 0.0310425 | val_loss: 0.0310852 | Time: 1980.8 ms [2021-07-18 07:54:07 main:581] : INFO : Epoch 1908 | loss: 0.0310328 | val_loss: 0.0310767 | Time: 2001.84 ms [2021-07-18 07:54:10 main:581] : INFO : Epoch 1909 | loss: 0.0310168 | val_loss: 0.0310818 | Time: 2337.84 ms [2021-07-18 07:54:12 main:581] : INFO : Epoch 1910 | loss: 0.0310099 | val_loss: 0.0310822 | Time: 2563.41 ms [2021-07-18 07:54:16 main:581] : INFO : Epoch 1911 | loss: 0.0310019 | val_loss: 0.0310824 | Time: 3478.13 ms [2021-07-18 07:54:19 main:581] : INFO : Epoch 1912 | loss: 0.0310014 | val_loss: 0.0310956 | Time: 2829.39 ms [2021-07-18 07:54:21 main:581] : INFO : Epoch 1913 | loss: 0.0309983 | val_loss: 0.0310962 | Time: 2704.81 ms [2021-07-18 07:54:24 main:581] : INFO : Epoch 1914 | loss: 0.0309965 | val_loss: 0.0310753 | Time: 2451.54 ms [2021-07-18 07:54:28 main:581] : INFO : Epoch 1915 | loss: 0.0310028 | val_loss: 0.0310889 | Time: 4264.81 ms [2021-07-18 07:54:31 main:581] : INFO : Epoch 1916 | loss: 0.0310309 | val_loss: 0.0310883 | Time: 3208.72 ms [2021-07-18 07:54:34 main:581] : INFO : Epoch 1917 | loss: 0.0310424 | val_loss: 0.0310776 | Time: 3162.14 ms [2021-07-18 07:54:37 main:581] : INFO : Epoch 1918 | loss: 0.0310392 | val_loss: 0.0310823 | Time: 2589.66 ms [2021-07-18 07:54:40 main:581] : INFO : Epoch 1919 | loss: 0.0310357 | val_loss: 0.0310768 | Time: 2888.37 ms [2021-07-18 07:54:43 main:581] : INFO : Epoch 1920 | loss: 0.0310263 | val_loss: 0.0310751 | Time: 3399.84 ms [2021-07-18 07:54:46 main:581] : INFO : Epoch 1921 | loss: 0.0310221 | val_loss: 0.0310707 | Time: 2596.46 ms [2021-07-18 07:54:48 main:581] : INFO : Epoch 1922 | loss: 0.031047 | val_loss: 0.0310892 | Time: 2440.36 ms [2021-07-18 07:54:51 main:581] : INFO : Epoch 1923 | loss: 0.031056 | val_loss: 0.0310848 | Time: 2646.55 ms [2021-07-18 07:54:54 main:581] : INFO : Epoch 1924 | loss: 0.0310529 | val_loss: 0.031095 | Time: 2695.23 ms [2021-07-18 07:54:58 main:581] : INFO : Epoch 1925 | loss: 0.0310492 | val_loss: 0.0310822 | Time: 3901.68 ms [2021-07-18 07:55:01 main:581] : INFO : Epoch 1926 | loss: 0.0310386 | val_loss: 0.0310832 | Time: 3398.07 ms [2021-07-18 07:55:05 main:581] : INFO : Epoch 1927 | loss: 0.031033 | val_loss: 0.0310793 | Time: 3505.34 ms [2021-07-18 07:55:08 main:581] : INFO : Epoch 1928 | loss: 0.03103 | val_loss: 0.0310831 | Time: 3055.37 ms [2021-07-18 07:55:10 main:581] : INFO : Epoch 1929 | loss: 0.0310231 | val_loss: 0.0310759 | Time: 2811.31 ms [2021-07-18 07:55:13 main:581] : INFO : Epoch 1930 | loss: 0.0310312 | val_loss: 0.0311023 | Time: 2800.12 ms [2021-07-18 07:55:16 main:581] : INFO : Epoch 1931 | loss: 0.0310521 | val_loss: 0.0310837 | Time: 2752.91 ms [2021-07-18 07:55:19 main:581] : INFO : Epoch 1932 | loss: 0.0310381 | val_loss: 0.0310819 | Time: 2711.71 ms [2021-07-18 07:55:22 main:581] : INFO : Epoch 1933 | loss: 0.0310322 | val_loss: 0.0310763 | Time: 2924.67 ms [2021-07-18 07:55:25 main:581] : INFO : Epoch 1934 | loss: 0.0310235 | val_loss: 0.0310716 | Time: 3415.79 ms [2021-07-18 07:55:29 main:581] : INFO : Epoch 1935 | loss: 0.0310229 | val_loss: 0.0310814 | Time: 3601.9 ms [2021-07-18 07:55:31 main:581] : INFO : Epoch 1936 | loss: 0.0310156 | val_loss: 0.0310758 | Time: 2344.63 ms [2021-07-18 07:55:34 main:581] : INFO : Epoch 1937 | loss: 0.0310112 | val_loss: 0.0310802 | Time: 2664.28 ms [2021-07-18 07:55:36 main:581] : INFO : Epoch 1938 | loss: 0.0310138 | val_loss: 0.0310785 | Time: 2477.22 ms [2021-07-18 07:55:39 main:581] : INFO : Epoch 1939 | loss: 0.0310085 | val_loss: 0.0310807 | Time: 2645.89 ms [2021-07-18 07:55:41 main:581] : INFO : Epoch 1940 | loss: 0.031006 | val_loss: 0.0310696 | Time: 2377.57 ms [2021-07-18 07:55:45 main:581] : INFO : Epoch 1941 | loss: 0.0310058 | val_loss: 0.031074 | Time: 3393.39 ms [2021-07-18 07:55:47 main:581] : INFO : Epoch 1942 | loss: 0.0310036 | val_loss: 0.0310803 | Time: 2570.35 ms [2021-07-18 07:55:50 main:581] : INFO : Epoch 1943 | loss: 0.0310021 | val_loss: 0.0310815 | Time: 2437.92 ms [2021-07-18 07:55:52 main:581] : INFO : Epoch 1944 | loss: 0.0310104 | val_loss: 0.0310824 | Time: 2500.24 ms [2021-07-18 07:55:54 main:581] : INFO : Epoch 1945 | loss: 0.031004 | val_loss: 0.0310871 | Time: 2459.63 ms [2021-07-18 07:55:57 main:581] : INFO : Epoch 1946 | loss: 0.0310019 | val_loss: 0.0310868 | Time: 2521.26 ms [2021-07-18 07:56:00 main:581] : INFO : Epoch 1947 | loss: 0.030997 | val_loss: 0.0310924 | Time: 2480.57 ms [2021-07-18 07:56:02 main:581] : INFO : Epoch 1948 | loss: 0.030994 | val_loss: 0.031086 | Time: 2506.01 ms [2021-07-18 07:56:04 main:581] : INFO : Epoch 1949 | loss: 0.0309988 | val_loss: 0.0311065 | Time: 2396.3 ms [2021-07-18 07:56:07 main:581] : INFO : Epoch 1950 | loss: 0.0309956 | val_loss: 0.031091 | Time: 2389.77 ms [2021-07-18 07:56:09 main:581] : INFO : Epoch 1951 | loss: 0.0309983 | val_loss: 0.0310884 | Time: 2163.76 ms [2021-07-18 07:56:11 main:581] : INFO : Epoch 1952 | loss: 0.0309984 | val_loss: 0.0310784 | Time: 2351.2 ms [2021-07-18 07:56:14 main:581] : INFO : Epoch 1953 | loss: 0.0310011 | val_loss: 0.031087 | Time: 2374.72 ms [2021-07-18 07:56:16 main:581] : INFO : Epoch 1954 | loss: 0.0310155 | val_loss: 0.0310716 | Time: 2373.8 ms [2021-07-18 07:56:18 main:581] : INFO : Epoch 1955 | loss: 0.0310102 | val_loss: 0.0310856 | Time: 2439.51 ms [2021-07-18 07:56:21 main:581] : INFO : Epoch 1956 | loss: 0.0310049 | val_loss: 0.0310804 | Time: 2513.84 ms [2021-07-18 07:56:24 main:581] : INFO : Epoch 1957 | loss: 0.0310048 | val_loss: 0.0310827 | Time: 2494.18 ms [2021-07-18 07:56:26 main:581] : INFO : Epoch 1958 | loss: 0.0310049 | val_loss: 0.0310798 | Time: 2501.29 ms [2021-07-18 07:56:29 main:581] : INFO : Epoch 1959 | loss: 0.0310065 | val_loss: 0.0310799 | Time: 2537.85 ms [2021-07-18 07:56:31 main:581] : INFO : Epoch 1960 | loss: 0.0310055 | val_loss: 0.0310815 | Time: 2462.57 ms [2021-07-18 07:56:33 main:581] : INFO : Epoch 1961 | loss: 0.0310243 | val_loss: 0.0310928 | Time: 2398.46 ms [2021-07-18 07:56:36 main:581] : INFO : Epoch 1962 | loss: 0.0310515 | val_loss: 0.031083 | Time: 2329.8 ms [2021-07-18 07:56:38 main:581] : INFO : Epoch 1963 | loss: 0.031035 | val_loss: 0.0310873 | Time: 2467.9 ms [2021-07-18 07:56:41 main:581] : INFO : Epoch 1964 | loss: 0.0310322 | val_loss: 0.0310776 | Time: 2477.15 ms [2021-07-18 07:56:43 main:581] : INFO : Epoch 1965 | loss: 0.03102 | val_loss: 0.0311022 | Time: 2321.35 ms [2021-07-18 07:56:45 main:581] : INFO : Epoch 1966 | loss: 0.0310154 | val_loss: 0.0310843 | Time: 2210.79 ms [2021-07-18 07:56:48 main:581] : INFO : Epoch 1967 | loss: 0.0310111 | val_loss: 0.031085 | Time: 2434.77 ms [2021-07-18 07:56:50 main:581] : INFO : Epoch 1968 | loss: 0.0310121 | val_loss: 0.0310884 | Time: 2463.57 ms [2021-07-18 07:56:52 main:581] : INFO : Epoch 1969 | loss: 0.0310193 | val_loss: 0.0310925 | Time: 2323.1 ms [2021-07-18 07:56:54 main:581] : INFO : Epoch 1970 | loss: 0.0310175 | val_loss: 0.0310792 | Time: 1839.95 ms [2021-07-18 07:56:56 main:581] : INFO : Epoch 1971 | loss: 0.0310247 | val_loss: 0.0310763 | Time: 1985.26 ms [2021-07-18 07:56:59 main:581] : INFO : Epoch 1972 | loss: 0.0310156 | val_loss: 0.0310834 | Time: 2355.05 ms [2021-07-18 07:57:01 main:581] : INFO : Epoch 1973 | loss: 0.0310125 | val_loss: 0.0310646 | Time: 2350.92 ms [2021-07-18 07:57:04 main:581] : INFO : Epoch 1974 | loss: 0.0310184 | val_loss: 0.0310725 | Time: 2763.31 ms [2021-07-18 07:57:08 main:581] : INFO : Epoch 1975 | loss: 0.0310077 | val_loss: 0.0310671 | Time: 3878.2 ms [2021-07-18 07:57:10 main:581] : INFO : Epoch 1976 | loss: 0.0310156 | val_loss: 0.0310862 | Time: 2482.25 ms [2021-07-18 07:57:13 main:581] : INFO : Epoch 1977 | loss: 0.0310117 | val_loss: 0.0310754 | Time: 2482.78 ms [2021-07-18 07:57:15 main:581] : INFO : Epoch 1978 | loss: 0.0310053 | val_loss: 0.0310848 | Time: 2099.13 ms [2021-07-18 07:57:17 main:581] : INFO : Epoch 1979 | loss: 0.0309993 | val_loss: 0.0310814 | Time: 1850.82 ms [2021-07-18 07:57:19 main:581] : INFO : Epoch 1980 | loss: 0.031001 | val_loss: 0.031094 | Time: 1965.7 ms [2021-07-18 07:57:21 main:581] : INFO : Epoch 1981 | loss: 0.0309963 | val_loss: 0.0310907 | Time: 2186.64 ms [2021-07-18 07:57:23 main:581] : INFO : Epoch 1982 | loss: 0.030994 | val_loss: 0.0310849 | Time: 2374.68 ms [2021-07-18 07:57:25 main:581] : INFO : Epoch 1983 | loss: 0.0309897 | val_loss: 0.031083 | Time: 2201.68 ms [2021-07-18 07:57:29 main:581] : INFO : Epoch 1984 | loss: 0.0309952 | val_loss: 0.0310893 | Time: 3496 ms [2021-07-18 07:57:32 main:581] : INFO : Epoch 1985 | loss: 0.0310018 | val_loss: 0.0310831 | Time: 2832.24 ms [2021-07-18 07:57:34 main:581] : INFO : Epoch 1986 | loss: 0.0310015 | val_loss: 0.0310749 | Time: 2534.27 ms [2021-07-18 07:57:37 main:581] : INFO : Epoch 1987 | loss: 0.0310074 | val_loss: 0.0311004 | Time: 2457.17 ms [2021-07-18 07:57:39 main:581] : INFO : Epoch 1988 | loss: 0.0310021 | val_loss: 0.0310798 | Time: 2398.77 ms [2021-07-18 07:57:42 main:581] : INFO : Epoch 1989 | loss: 0.0309993 | val_loss: 0.0310822 | Time: 3242.12 ms [2021-07-18 07:57:45 main:581] : INFO : Epoch 1990 | loss: 0.0309948 | val_loss: 0.0310881 | Time: 2938.44 ms [2021-07-18 07:57:48 main:581] : INFO : Epoch 1991 | loss: 0.030994 | val_loss: 0.0310739 | Time: 2952.22 ms [2021-07-18 07:57:52 main:581] : INFO : Epoch 1992 | loss: 0.0309901 | val_loss: 0.0311056 | Time: 3439.96 ms [2021-07-18 07:57:54 main:581] : INFO : Epoch 1993 | loss: 0.0309897 | val_loss: 0.0310823 | Time: 2407.6 ms [2021-07-18 07:57:56 main:581] : INFO : Epoch 1994 | loss: 0.030984 | val_loss: 0.0310784 | Time: 1924.07 ms [2021-07-18 07:57:58 main:581] : INFO : Epoch 1995 | loss: 0.0309896 | val_loss: 0.0310819 | Time: 2589.13 ms [2021-07-18 07:58:01 main:581] : INFO : Epoch 1996 | loss: 0.0310017 | val_loss: 0.0310967 | Time: 2622.83 ms [2021-07-18 07:58:04 main:581] : INFO : Epoch 1997 | loss: 0.0309895 | val_loss: 0.0310811 | Time: 3267.76 ms [2021-07-18 07:58:07 main:581] : INFO : Epoch 1998 | loss: 0.0309858 | val_loss: 0.031106 | Time: 2815.23 ms [2021-07-18 07:58:10 main:581] : INFO : Epoch 1999 | loss: 0.030988 | val_loss: 0.0311049 | Time: 2320.22 ms [2021-07-18 07:58:12 main:581] : INFO : Epoch 2000 | loss: 0.0309872 | val_loss: 0.0310933 | Time: 2246.85 ms [2021-07-18 07:58:14 main:581] : INFO : Epoch 2001 | loss: 0.0309875 | val_loss: 0.0310799 | Time: 2131.94 ms [2021-07-18 07:58:16 main:581] : INFO : Epoch 2002 | loss: 0.0310011 | val_loss: 0.0310794 | Time: 2270.6 ms [2021-07-18 07:58:18 main:581] : INFO : Epoch 2003 | loss: 0.0309864 | val_loss: 0.0310685 | Time: 2272.62 ms [2021-07-18 07:58:21 main:581] : INFO : Epoch 2004 | loss: 0.0309824 | val_loss: 0.0310924 | Time: 2229.38 ms [2021-07-18 07:58:23 main:581] : INFO : Epoch 2005 | loss: 0.0309787 | val_loss: 0.031078 | Time: 2234.63 ms [2021-07-18 07:58:25 main:581] : INFO : Epoch 2006 | loss: 0.0309783 | val_loss: 0.0310715 | Time: 2326.94 ms [2021-07-18 07:58:28 main:581] : INFO : Epoch 2007 | loss: 0.0309799 | val_loss: 0.0310892 | Time: 2316.44 ms [2021-07-18 07:58:30 main:581] : INFO : Epoch 2008 | loss: 0.0309817 | val_loss: 0.0310838 | Time: 2298.94 ms [2021-07-18 07:58:32 main:581] : INFO : Epoch 2009 | loss: 0.030983 | val_loss: 0.0310815 | Time: 2251.43 ms [2021-07-18 07:58:34 main:581] : INFO : Epoch 2010 | loss: 0.0309735 | val_loss: 0.0310913 | Time: 2142.55 ms [2021-07-18 07:58:36 main:581] : INFO : Epoch 2011 | loss: 0.0309715 | val_loss: 0.0310986 | Time: 2219.48 ms [2021-07-18 07:58:39 main:581] : INFO : Epoch 2012 | loss: 0.0309665 | val_loss: 0.0311049 | Time: 2055.56 ms [2021-07-18 07:58:41 main:581] : INFO : Epoch 2013 | loss: 0.030968 | val_loss: 0.0310839 | Time: 2240.11 ms [2021-07-18 07:58:43 main:581] : INFO : Epoch 2014 | loss: 0.0309619 | val_loss: 0.0310963 | Time: 2402.92 ms [2021-07-18 07:58:46 main:581] : INFO : Epoch 2015 | loss: 0.0309726 | val_loss: 0.0310832 | Time: 2399.64 ms [2021-07-18 07:58:48 main:581] : INFO : Epoch 2016 | loss: 0.0309696 | val_loss: 0.0310937 | Time: 2370.96 ms [2021-07-18 07:58:50 main:581] : INFO : Epoch 2017 | loss: 0.0310175 | val_loss: 0.0310946 | Time: 2478.53 ms [2021-07-18 07:58:53 main:581] : INFO : Epoch 2018 | loss: 0.0310235 | val_loss: 0.0310767 | Time: 2417.44 ms [2021-07-18 07:58:55 main:581] : INFO : Epoch 2019 | loss: 0.0310193 | val_loss: 0.0310783 | Time: 2255.77 ms [2021-07-18 07:58:57 main:581] : INFO : Epoch 2020 | loss: 0.0310091 | val_loss: 0.0310956 | Time: 2107.26 ms [2021-07-18 07:58:59 main:581] : INFO : Epoch 2021 | loss: 0.0310073 | val_loss: 0.0310729 | Time: 1897.5 ms [2021-07-18 07:59:01 main:581] : INFO : Epoch 2022 | loss: 0.0310021 | val_loss: 0.0311042 | Time: 2284.15 ms [2021-07-18 07:59:04 main:581] : INFO : Epoch 2023 | loss: 0.030998 | val_loss: 0.0310921 | Time: 2288.28 ms [2021-07-18 07:59:06 main:581] : INFO : Epoch 2024 | loss: 0.0309961 | val_loss: 0.0310849 | Time: 2257.5 ms [2021-07-18 07:59:08 main:581] : INFO : Epoch 2025 | loss: 0.0310022 | val_loss: 0.0310961 | Time: 2242.04 ms [2021-07-18 07:59:10 main:581] : INFO : Epoch 2026 | loss: 0.0310063 | val_loss: 0.0310803 | Time: 2104.84 ms [2021-07-18 07:59:12 main:581] : INFO : Epoch 2027 | loss: 0.031011 | val_loss: 0.0310716 | Time: 1908.3 ms [2021-07-18 07:59:14 main:581] : INFO : Epoch 2028 | loss: 0.0310134 | val_loss: 0.0310831 | Time: 2241.98 ms [2021-07-18 07:59:17 main:581] : INFO : Epoch 2029 | loss: 0.0310047 | val_loss: 0.0310757 | Time: 2182.2 ms [2021-07-18 07:59:19 main:581] : INFO : Epoch 2030 | loss: 0.031 | val_loss: 0.0310733 | Time: 2340.31 ms [2021-07-18 07:59:21 main:581] : INFO : Epoch 2031 | loss: 0.0309975 | val_loss: 0.0310705 | Time: 2369.88 ms [2021-07-18 07:59:24 main:581] : INFO : Epoch 2032 | loss: 0.0309927 | val_loss: 0.0310748 | Time: 2319.27 ms [2021-07-18 07:59:26 main:581] : INFO : Epoch 2033 | loss: 0.030993 | val_loss: 0.0310676 | Time: 2237.99 ms [2021-07-18 07:59:28 main:581] : INFO : Epoch 2034 | loss: 0.0309934 | val_loss: 0.0310689 | Time: 2214.47 ms [2021-07-18 07:59:30 main:581] : INFO : Epoch 2035 | loss: 0.03099 | val_loss: 0.0310814 | Time: 2287.04 ms [2021-07-18 07:59:33 main:581] : INFO : Epoch 2036 | loss: 0.0309869 | val_loss: 0.0310755 | Time: 2308.39 ms [2021-07-18 07:59:35 main:581] : INFO : Epoch 2037 | loss: 0.0309896 | val_loss: 0.0310814 | Time: 2261.17 ms [2021-07-18 07:59:37 main:581] : INFO : Epoch 2038 | loss: 0.0309881 | val_loss: 0.0310732 | Time: 2307.12 ms [2021-07-18 07:59:40 main:581] : INFO : Epoch 2039 | loss: 0.030984 | val_loss: 0.0310617 | Time: 2292.01 ms [2021-07-18 07:59:42 main:581] : INFO : Epoch 2040 | loss: 0.0309802 | val_loss: 0.0310764 | Time: 2094.15 ms [2021-07-18 07:59:43 main:581] : INFO : Epoch 2041 | loss: 0.0309765 | val_loss: 0.031079 | Time: 1826.09 ms [2021-07-18 07:59:46 main:581] : INFO : Epoch 2042 | loss: 0.031007 | val_loss: 0.0310833 | Time: 2453.24 ms [2021-07-18 07:59:49 main:581] : INFO : Epoch 2043 | loss: 0.0310092 | val_loss: 0.0310778 | Time: 2585.94 ms [2021-07-18 07:59:51 main:581] : INFO : Epoch 2044 | loss: 0.0310036 | val_loss: 0.0310684 | Time: 2915.49 ms [2021-07-18 07:59:54 main:581] : INFO : Epoch 2045 | loss: 0.0309922 | val_loss: 0.0310636 | Time: 2483.52 ms [2021-07-18 07:59:56 main:581] : INFO : Epoch 2046 | loss: 0.0309887 | val_loss: 0.0310707 | Time: 2310.43 ms [2021-07-18 07:59:59 main:581] : INFO : Epoch 2047 | loss: 0.0309923 | val_loss: 0.0310772 | Time: 2417.7 ms [2021-07-18 08:00:01 main:581] : INFO : Epoch 2048 | loss: 0.0309822 | val_loss: 0.0310665 | Time: 2170.85 ms [2021-07-18 08:00:01 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310665 [2021-07-18 08:00:01 main:610] : INFO : Saving end state to config to file [2021-07-18 08:00:01 main:615] : INFO : Success, exiting.. 08:00:01 (25231): 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)