Task 7362866
| Name | ParityModified-1631727449-32007-0_0 |
| Workunit | 5039043 |
| Created | 15 Sep 2021, 17:37:33 UTC |
| Sent | 16 Sep 2021, 12:17:31 UTC |
| Report deadline | 24 Sep 2021, 12:17:31 UTC |
| Received | 16 Sep 2021, 14:23:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 3 min 18 sec |
| CPU time | 1 hours 1 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> Epoch 1541 | loss: 0.031249 | val_loss: 0.03125 | Time: 1778.97 ms [2021-09-16 15:06:31 main:574] : INFO : Epoch 1542 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1865.89 ms [2021-09-16 15:06:33 main:574] : INFO : Epoch 1543 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1828.16 ms [2021-09-16 15:06:35 main:574] : INFO : Epoch 1544 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1836.96 ms [2021-09-16 15:06:37 main:574] : INFO : Epoch 1545 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1822.29 ms [2021-09-16 15:06:38 main:574] : INFO : Epoch 1546 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1830.46 ms [2021-09-16 15:06:40 main:574] : INFO : Epoch 1547 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1853.9 ms [2021-09-16 15:06:42 main:574] : INFO : Epoch 1548 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1835.5 ms [2021-09-16 15:06:44 main:574] : INFO : Epoch 1549 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1855.18 ms [2021-09-16 15:06:46 main:574] : INFO : Epoch 1550 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1827.05 ms [2021-09-16 15:06:48 main:574] : INFO : Epoch 1551 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1870.95 ms [2021-09-16 15:06:50 main:574] : INFO : Epoch 1552 | loss: 0.031249 | val_loss: 0.0312509 | Time: 1869.73 ms [2021-09-16 15:06:51 main:574] : INFO : Epoch 1553 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1847.82 ms [2021-09-16 15:06:53 main:574] : INFO : Epoch 1554 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1849.39 ms [2021-09-16 15:06:55 main:574] : INFO : Epoch 1555 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1843.87 ms [2021-09-16 15:06:57 main:574] : INFO : Epoch 1556 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1823.13 ms [2021-09-16 15:06:59 main:574] : INFO : Epoch 1557 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1836.04 ms [2021-09-16 15:07:01 main:574] : INFO : Epoch 1558 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1833.21 ms [2021-09-16 15:07:02 main:574] : INFO : Epoch 1559 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1827.07 ms [2021-09-16 15:07:04 main:574] : INFO : Epoch 1560 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1828.82 ms [2021-09-16 15:07:06 main:574] : INFO : Epoch 1561 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1833.27 ms [2021-09-16 15:07:08 main:574] : INFO : Epoch 1562 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1851.43 ms [2021-09-16 15:07:10 main:574] : INFO : Epoch 1563 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 1888.37 ms [2021-09-16 15:07:12 main:574] : INFO : Epoch 1564 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1826.31 ms [2021-09-16 15:07:14 main:574] : INFO : Epoch 1565 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1842.74 ms [2021-09-16 15:07:15 main:574] : INFO : Epoch 1566 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1863.42 ms [2021-09-16 15:07:17 main:574] : INFO : Epoch 1567 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1840.99 ms [2021-09-16 15:07:19 main:574] : INFO : Epoch 1568 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1834.04 ms [2021-09-16 15:07:21 main:574] : INFO : Epoch 1569 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1848.01 ms [2021-09-16 15:07:23 main:574] : INFO : Epoch 1570 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1856.24 ms [2021-09-16 15:07:25 main:574] : INFO : Epoch 1571 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1826.73 ms [2021-09-16 15:07:26 main:574] : INFO : Epoch 1572 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1816.67 ms [2021-09-16 15:07:28 main:574] : INFO : Epoch 1573 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1833.16 ms [2021-09-16 15:07:30 main:574] : INFO : Epoch 1574 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1883.86 ms [2021-09-16 15:07:32 main:574] : INFO : Epoch 1575 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1893.36 ms [2021-09-16 15:07:34 main:574] : INFO : Epoch 1576 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 1878.89 ms [2021-09-16 15:07:36 main:574] : INFO : Epoch 1577 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1827.38 ms [2021-09-16 15:07:38 main:574] : INFO : Epoch 1578 | loss: 0.0312499 | val_loss: 0.0312524 | Time: 1841.68 ms [2021-09-16 15:07:40 main:574] : INFO : Epoch 1579 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1903.15 ms [2021-09-16 15:07:41 main:574] : INFO : Epoch 1580 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1837.63 ms [2021-09-16 15:07:43 main:574] : INFO : Epoch 1581 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1867.16 ms [2021-09-16 15:07:45 main:574] : INFO : Epoch 1582 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1860.64 ms [2021-09-16 15:07:47 main:574] : INFO : Epoch 1583 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1878.08 ms [2021-09-16 15:07:49 main:574] : INFO : Epoch 1584 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1877.67 ms [2021-09-16 15:07:51 main:574] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1830 ms [2021-09-16 15:07:53 main:574] : INFO : Epoch 1586 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1853.38 ms [2021-09-16 15:07:54 main:574] : INFO : Epoch 1587 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1879.97 ms [2021-09-16 15:07:56 main:574] : INFO : Epoch 1588 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1839.09 ms [2021-09-16 15:07:58 main:574] : INFO : Epoch 1589 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1859.98 ms [2021-09-16 15:08:00 main:574] : INFO : Epoch 1590 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1884.99 ms [2021-09-16 15:08:02 main:574] : INFO : Epoch 1591 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 1829.83 ms [2021-09-16 15:08:04 main:574] : INFO : Epoch 1592 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1840.54 ms [2021-09-16 15:08:06 main:574] : INFO : Epoch 1593 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1834.42 ms [2021-09-16 15:08:07 main:574] : INFO : Epoch 1594 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1907.42 ms [2021-09-16 15:08:09 main:574] : INFO : Epoch 1595 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1875.35 ms [2021-09-16 15:08:11 main:574] : INFO : Epoch 1596 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1926.91 ms [2021-09-16 15:08:13 main:574] : INFO : Epoch 1597 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1816.58 ms [2021-09-16 15:08:15 main:574] : INFO : Epoch 1598 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1835.1 ms [2021-09-16 15:08:17 main:574] : INFO : Epoch 1599 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1814.03 ms [2021-09-16 15:08:19 main:574] : INFO : Epoch 1600 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1863 ms [2021-09-16 15:08:20 main:574] : INFO : Epoch 1601 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1829.3 ms [2021-09-16 15:08:22 main:574] : INFO : Epoch 1602 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1888.85 ms [2021-09-16 15:08:24 main:574] : INFO : Epoch 1603 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1851.7 ms [2021-09-16 15:08:26 main:574] : INFO : Epoch 1604 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1834.55 ms [2021-09-16 15:08:28 main:574] : INFO : Epoch 1605 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 1837.4 ms [2021-09-16 15:08:30 main:574] : INFO : Epoch 1606 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1837.71 ms [2021-09-16 15:08:32 main:574] : INFO : Epoch 1607 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1845.34 ms [2021-09-16 15:08:33 main:574] : INFO : Epoch 1608 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1827.03 ms [2021-09-16 15:08:35 main:574] : INFO : Epoch 1609 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1882.23 ms [2021-09-16 15:08:37 main:574] : INFO : Epoch 1610 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1836.94 ms [2021-09-16 15:08:39 main:574] : INFO : Epoch 1611 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1846.88 ms [2021-09-16 15:08:41 main:574] : INFO : Epoch 1612 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1885.25 ms [2021-09-16 15:08:43 main:574] : INFO : Epoch 1613 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1858.31 ms [2021-09-16 15:08:45 main:574] : INFO : Epoch 1614 | loss: 0.0312506 | val_loss: 0.0312539 | Time: 1874.87 ms [2021-09-16 15:08:46 main:574] : INFO : Epoch 1615 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1855.91 ms [2021-09-16 15:08:48 main:574] : INFO : Epoch 1616 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1839.59 ms [2021-09-16 15:08:50 main:574] : INFO : Epoch 1617 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1841.09 ms [2021-09-16 15:08:52 main:574] : INFO : Epoch 1618 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1876.5 ms [2021-09-16 15:08:54 main:574] : INFO : Epoch 1619 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1908.92 ms [2021-09-16 15:08:56 main:574] : INFO : Epoch 1620 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 1862.83 ms [2021-09-16 15:08:58 main:574] : INFO : Epoch 1621 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1821.86 ms [2021-09-16 15:09:00 main:574] : INFO : Epoch 1622 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1906.02 ms [2021-09-16 15:09:01 main:574] : INFO : Epoch 1623 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1815.94 ms [2021-09-16 15:09:03 main:574] : INFO : Epoch 1624 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1892.54 ms [2021-09-16 15:09:05 main:574] : INFO : Epoch 1625 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1845.14 ms [2021-09-16 15:09:07 main:574] : INFO : Epoch 1626 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1818.11 ms [2021-09-16 15:09:09 main:574] : INFO : Epoch 1627 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1876.63 ms [2021-09-16 15:09:11 main:574] : INFO : Epoch 1628 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1837.01 ms [2021-09-16 15:09:13 main:574] : INFO : Epoch 1629 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1836.4 ms [2021-09-16 15:09:14 main:574] : INFO : Epoch 1630 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1867.46 ms [2021-09-16 15:09:16 main:574] : INFO : Epoch 1631 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1904.52 ms [2021-09-16 15:09:18 main:574] : INFO : Epoch 1632 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1853.08 ms [2021-09-16 15:09:20 main:574] : INFO : Epoch 1633 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1860.93 ms [2021-09-16 15:09:22 main:574] : INFO : Epoch 1634 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1836.27 ms [2021-09-16 15:09:24 main:574] : INFO : Epoch 1635 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1839.34 ms [2021-09-16 15:09:26 main:574] : INFO : Epoch 1636 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1827.75 ms [2021-09-16 15:09:27 main:574] : INFO : Epoch 1637 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1859.1 ms [2021-09-16 15:09:29 main:574] : INFO : Epoch 1638 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1834.11 ms [2021-09-16 15:09:31 main:574] : INFO : Epoch 1639 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1816.07 ms [2021-09-16 15:09:33 main:574] : INFO : Epoch 1640 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1826.48 ms [2021-09-16 15:09:35 main:574] : INFO : Epoch 1641 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1855.6 ms [2021-09-16 15:09:37 main:574] : INFO : Epoch 1642 | loss: 0.0312498 | val_loss: 0.0312529 | Time: 1928.51 ms [2021-09-16 15:09:38 main:574] : INFO : Epoch 1643 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1831.89 ms [2021-09-16 15:09:40 main:574] : INFO : Epoch 1644 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1855.71 ms [2021-09-16 15:09:42 main:574] : INFO : Epoch 1645 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 1867.26 ms [2021-09-16 15:09:44 main:574] : INFO : Epoch 1646 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1837.69 ms [2021-09-16 15:09:46 main:574] : INFO : Epoch 1647 | loss: 0.0312493 | val_loss: 0.0312534 | Time: 1852.44 ms [2021-09-16 15:09:48 main:574] : INFO : Epoch 1648 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1899.48 ms [2021-09-16 15:09:50 main:574] : INFO : Epoch 1649 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1820.1 ms [2021-09-16 15:09:51 main:574] : INFO : Epoch 1650 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1828.31 ms [2021-09-16 15:09:53 main:574] : INFO : Epoch 1651 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 1864.73 ms [2021-09-16 15:09:55 main:574] : INFO : Epoch 1652 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1836.48 ms [2021-09-16 15:09:57 main:574] : INFO : Epoch 1653 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1839.43 ms [2021-09-16 15:09:59 main:574] : INFO : Epoch 1654 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1848.23 ms [2021-09-16 15:10:01 main:574] : INFO : Epoch 1655 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1866.04 ms [2021-09-16 15:10:03 main:574] : INFO : Epoch 1656 | loss: 0.0312492 | val_loss: 0.0312535 | Time: 1850.73 ms [2021-09-16 15:10:04 main:574] : INFO : Epoch 1657 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 1888.71 ms [2021-09-16 15:10:06 main:574] : INFO : Epoch 1658 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1815.56 ms [2021-09-16 15:10:08 main:574] : INFO : Epoch 1659 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1812.19 ms [2021-09-16 15:10:10 main:574] : INFO : Epoch 1660 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1896.53 ms [2021-09-16 15:10:12 main:574] : INFO : Epoch 1661 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1808.66 ms [2021-09-16 15:10:14 main:574] : INFO : Epoch 1662 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1840.81 ms [2021-09-16 15:10:16 main:574] : INFO : Epoch 1663 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1847.2 ms [2021-09-16 15:10:17 main:574] : INFO : Epoch 1664 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1816.51 ms [2021-09-16 15:10:19 main:574] : INFO : Epoch 1665 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1944.25 ms [2021-09-16 15:10:21 main:574] : INFO : Epoch 1666 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1851.54 ms [2021-09-16 15:10:23 main:574] : INFO : Epoch 1667 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1853.57 ms [2021-09-16 15:10:25 main:574] : INFO : Epoch 1668 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 1857.13 ms [2021-09-16 15:10:27 main:574] : INFO : Epoch 1669 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1879.77 ms [2021-09-16 15:10:29 main:574] : INFO : Epoch 1670 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1831.02 ms [2021-09-16 15:10:30 main:574] : INFO : Epoch 1671 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1848.26 ms [2021-09-16 15:10:32 main:574] : INFO : Epoch 1672 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1825.34 ms [2021-09-16 15:10:34 main:574] : INFO : Epoch 1673 | loss: 0.0312499 | val_loss: 0.0312545 | Time: 1875.34 ms [2021-09-16 15:10:36 main:574] : INFO : Epoch 1674 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1881.82 ms [2021-09-16 15:10:38 main:574] : INFO : Epoch 1675 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1856.28 ms [2021-09-16 15:10:40 main:574] : INFO : Epoch 1676 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1849.43 ms [2021-09-16 15:10:42 main:574] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 1849.01 ms [2021-09-16 15:10:43 main:574] : INFO : Epoch 1678 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1813.05 ms [2021-09-16 15:10:45 main:574] : INFO : Epoch 1679 | loss: 0.0312499 | val_loss: 0.0312545 | Time: 1879.27 ms [2021-09-16 15:10:47 main:574] : INFO : Epoch 1680 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1836.83 ms [2021-09-16 15:10:49 main:574] : INFO : Epoch 1681 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1859.82 ms [2021-09-16 15:10:51 main:574] : INFO : Epoch 1682 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1865.07 ms [2021-09-16 15:10:53 main:574] : INFO : Epoch 1683 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1903.1 ms [2021-09-16 15:10:55 main:574] : INFO : Epoch 1684 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 1978.42 ms [2021-09-16 15:10:57 main:574] : INFO : Epoch 1685 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1911.99 ms [2021-09-16 15:10:59 main:574] : INFO : Epoch 1686 | loss: 0.0312506 | val_loss: 0.0312535 | Time: 1887.04 ms [2021-09-16 15:11:01 main:574] : INFO : Epoch 1687 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2031.93 ms [2021-09-16 15:11:02 main:574] : INFO : Epoch 1688 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1899.73 ms [2021-09-16 15:11:04 main:574] : INFO : Epoch 1689 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1942.2 ms [2021-09-16 15:11:06 main:574] : INFO : Epoch 1690 | loss: 0.0312493 | val_loss: 0.0312525 | Time: 2041.62 ms [2021-09-16 15:11:08 main:574] : INFO : Epoch 1691 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1827.79 ms [2021-09-16 15:11:10 main:574] : INFO : Epoch 1692 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1847.25 ms [2021-09-16 15:11:12 main:574] : INFO : Epoch 1693 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1861.37 ms [2021-09-16 15:11:14 main:574] : INFO : Epoch 1694 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1855.32 ms [2021-09-16 15:11:16 main:574] : INFO : Epoch 1695 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1849.12 ms [2021-09-16 15:11:18 main:574] : INFO : Epoch 1696 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 1825.03 ms [2021-09-16 15:11:19 main:574] : INFO : Epoch 1697 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1856.08 ms [2021-09-16 15:11:21 main:574] : INFO : Epoch 1698 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1802.43 ms [2021-09-16 15:11:23 main:574] : INFO : Epoch 1699 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1843.7 ms [2021-09-16 15:11:25 main:574] : INFO : Epoch 1700 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1838.06 ms [2021-09-16 15:11:27 main:574] : INFO : Epoch 1701 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1825.92 ms [2021-09-16 15:11:29 main:574] : INFO : Epoch 1702 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1876.16 ms [2021-09-16 15:11:30 main:574] : INFO : Epoch 1703 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1858.5 ms [2021-09-16 15:11:32 main:574] : INFO : Epoch 1704 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1902.93 ms [2021-09-16 15:11:34 main:574] : INFO : Epoch 1705 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1848.39 ms [2021-09-16 15:11:36 main:574] : INFO : Epoch 1706 | loss: 0.0312491 | val_loss: 0.0312522 | Time: 1874.07 ms [2021-09-16 15:11:38 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1812.5 ms [2021-09-16 15:11:40 main:574] : INFO : Epoch 1708 | loss: 0.0312495 | val_loss: 0.0312541 | Time: 1833.02 ms [2021-09-16 15:11:42 main:574] : INFO : Epoch 1709 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 1865.95 ms [2021-09-16 15:11:44 main:574] : INFO : Epoch 1710 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1853.52 ms [2021-09-16 15:11:45 main:574] : INFO : Epoch 1711 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1827.88 ms [2021-09-16 15:11:47 main:574] : INFO : Epoch 1712 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1849.58 ms [2021-09-16 15:11:49 main:574] : INFO : Epoch 1713 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1827.4 ms [2021-09-16 15:11:51 main:574] : INFO : Epoch 1714 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 1835.23 ms [2021-09-16 15:11:53 main:574] : INFO : Epoch 1715 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1900.9 ms [2021-09-16 15:11:55 main:574] : INFO : Epoch 1716 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1862.54 ms [2021-09-16 15:11:56 main:574] : INFO : Epoch 1717 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1846.22 ms [2021-09-16 15:11:58 main:574] : INFO : Epoch 1718 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1825.97 ms [2021-09-16 15:12:00 main:574] : INFO : Epoch 1719 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1827.64 ms [2021-09-16 15:12:02 main:574] : INFO : Epoch 1720 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1766.06 ms [2021-09-16 15:12:04 main:574] : INFO : Epoch 1721 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1861.07 ms [2021-09-16 15:12:06 main:574] : INFO : Epoch 1722 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1818.87 ms [2021-09-16 15:12:07 main:574] : INFO : Epoch 1723 | loss: 0.031249 | val_loss: 0.0312514 | Time: 1821.83 ms [2021-09-16 15:12:09 main:574] : INFO : Epoch 1724 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1838.21 ms [2021-09-16 15:12:11 main:574] : INFO : Epoch 1725 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1841.46 ms [2021-09-16 15:12:13 main:574] : INFO : Epoch 1726 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1883.99 ms [2021-09-16 15:12:15 main:574] : INFO : Epoch 1727 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1807.2 ms [2021-09-16 15:12:17 main:574] : INFO : Epoch 1728 | loss: 0.031249 | val_loss: 0.03125 | Time: 1829.86 ms [2021-09-16 15:12:18 main:574] : INFO : Epoch 1729 | loss: 0.0312488 | val_loss: 0.0312508 | Time: 1823.47 ms [2021-09-16 15:12:20 main:574] : INFO : Epoch 1730 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 1844.68 ms [2021-09-16 15:12:22 main:574] : INFO : Epoch 1731 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1869.61 ms [2021-09-16 15:12:24 main:574] : INFO : Epoch 1732 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1843.06 ms [2021-09-16 15:12:26 main:574] : INFO : Epoch 1733 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 1865.09 ms [2021-09-16 15:12:28 main:574] : INFO : Epoch 1734 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1830.29 ms [2021-09-16 15:12:30 main:574] : INFO : Epoch 1735 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1852.8 ms [2021-09-16 15:12:31 main:574] : INFO : Epoch 1736 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1839.04 ms [2021-09-16 15:12:33 main:574] : INFO : Epoch 1737 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 1837.92 ms [2021-09-16 15:12:35 main:574] : INFO : Epoch 1738 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1888.92 ms [2021-09-16 15:12:37 main:574] : INFO : Epoch 1739 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1839.15 ms [2021-09-16 15:12:39 main:574] : INFO : Epoch 1740 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1854.39 ms [2021-09-16 15:12:41 main:574] : INFO : Epoch 1741 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1817.21 ms [2021-09-16 15:12:43 main:574] : INFO : Epoch 1742 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1838.74 ms [2021-09-16 15:12:44 main:574] : INFO : Epoch 1743 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1852.09 ms [2021-09-16 15:12:46 main:574] : INFO : Epoch 1744 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1870.36 ms [2021-09-16 15:12:48 main:574] : INFO : Epoch 1745 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1869.77 ms [2021-09-16 15:12:50 main:574] : INFO : Epoch 1746 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1818.98 ms [2021-09-16 15:12:52 main:574] : INFO : Epoch 1747 | loss: 0.0312521 | val_loss: 0.0312504 | Time: 1830.47 ms [2021-09-16 15:12:54 main:574] : INFO : Epoch 1748 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1821.85 ms [2021-09-16 15:12:55 main:574] : INFO : Epoch 1749 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1851.23 ms [2021-09-16 15:12:57 main:574] : INFO : Epoch 1750 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1854.47 ms [2021-09-16 15:12:59 main:574] : INFO : Epoch 1751 | loss: 0.0312489 | val_loss: 0.0312513 | Time: 1830.84 ms [2021-09-16 15:13:01 main:574] : INFO : Epoch 1752 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1907.11 ms [2021-09-16 15:13:03 main:574] : INFO : Epoch 1753 | loss: 0.0312497 | val_loss: 0.031252 | Time: 1900.18 ms [2021-09-16 15:13:05 main:574] : INFO : Epoch 1754 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1904.23 ms [2021-09-16 15:13:07 main:574] : INFO : Epoch 1755 | loss: 0.031249 | val_loss: 0.03125 | Time: 1894.62 ms [2021-09-16 15:13:09 main:574] : INFO : Epoch 1756 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1819.99 ms [2021-09-16 15:13:10 main:574] : INFO : Epoch 1757 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 1865.35 ms [2021-09-16 15:13:12 main:574] : INFO : Epoch 1758 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1849.06 ms [2021-09-16 15:13:14 main:574] : INFO : Epoch 1759 | loss: 0.0312491 | val_loss: 0.0312519 | Time: 1875.98 ms [2021-09-16 15:13:16 main:574] : INFO : Epoch 1760 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1906.93 ms [2021-09-16 15:13:18 main:574] : INFO : Epoch 1761 | loss: 0.0312507 | val_loss: 0.0312534 | Time: 1870.94 ms [2021-09-16 15:13:20 main:574] : INFO : Epoch 1762 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1865.32 ms [2021-09-16 15:13:22 main:574] : INFO : Epoch 1763 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1863.33 ms [2021-09-16 15:13:24 main:574] : INFO : Epoch 1764 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1865.36 ms [2021-09-16 15:13:25 main:574] : INFO : Epoch 1765 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 1884.36 ms [2021-09-16 15:13:27 main:574] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1886.99 ms [2021-09-16 15:13:29 main:574] : INFO : Epoch 1767 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1836.53 ms [2021-09-16 15:13:31 main:574] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1827.67 ms [2021-09-16 15:13:33 main:574] : INFO : Epoch 1769 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1852.48 ms [2021-09-16 15:13:35 main:574] : INFO : Epoch 1770 | loss: 0.0312489 | val_loss: 0.0312511 | Time: 1861.35 ms [2021-09-16 15:13:37 main:574] : INFO : Epoch 1771 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1840.43 ms [2021-09-16 15:13:38 main:574] : INFO : Epoch 1772 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1864.02 ms [2021-09-16 15:13:40 main:574] : INFO : Epoch 1773 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1859.15 ms [2021-09-16 15:13:42 main:574] : INFO : Epoch 1774 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1864.23 ms [2021-09-16 15:13:44 main:574] : INFO : Epoch 1775 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1880.76 ms [2021-09-16 15:13:46 main:574] : INFO : Epoch 1776 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1872 ms [2021-09-16 15:13:48 main:574] : INFO : Epoch 1777 | loss: 0.0312492 | val_loss: 0.0312513 | Time: 1830.8 ms [2021-09-16 15:13:50 main:574] : INFO : Epoch 1778 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1854.01 ms [2021-09-16 15:13:52 main:574] : INFO : Epoch 1779 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 1868.78 ms [2021-09-16 15:13:53 main:574] : INFO : Epoch 1780 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1873.05 ms [2021-09-16 15:13:55 main:574] : INFO : Epoch 1781 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 2021.35 ms [2021-09-16 15:13:57 main:574] : INFO : Epoch 1782 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 2075.78 ms [2021-09-16 15:14:00 main:574] : INFO : Epoch 1783 | loss: 0.031249 | val_loss: 0.0312502 | Time: 2065.43 ms [2021-09-16 15:14:02 main:574] : INFO : Epoch 1784 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1980.89 ms [2021-09-16 15:14:04 main:574] : INFO : Epoch 1785 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 2091.41 ms [2021-09-16 15:14:06 main:574] : INFO : Epoch 1786 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1999.63 ms [2021-09-16 15:14:08 main:574] : INFO : Epoch 1787 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1953.75 ms [2021-09-16 15:14:10 main:574] : INFO : Epoch 1788 | loss: 0.0312491 | val_loss: 0.03125 | Time: 2070.37 ms [2021-09-16 15:14:12 main:574] : INFO : Epoch 1789 | loss: 0.031249 | val_loss: 0.03125 | Time: 1897.03 ms [2021-09-16 15:14:14 main:574] : INFO : Epoch 1790 | loss: 0.0312493 | val_loss: 0.0312517 | Time: 2060.54 ms [2021-09-16 15:14:16 main:574] : INFO : Epoch 1791 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2039.78 ms [2021-09-16 15:14:18 main:574] : INFO : Epoch 1792 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 2003.76 ms [2021-09-16 15:14:20 main:574] : INFO : Epoch 1793 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1919.54 ms [2021-09-16 15:14:22 main:574] : INFO : Epoch 1794 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1983.82 ms [2021-09-16 15:14:24 main:574] : INFO : Epoch 1795 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1909.78 ms [2021-09-16 15:14:26 main:574] : INFO : Epoch 1796 | loss: 0.03125 | val_loss: 0.03125 | Time: 1901.77 ms [2021-09-16 15:14:28 main:574] : INFO : Epoch 1797 | loss: 0.031249 | val_loss: 0.03125 | Time: 2070.54 ms [2021-09-16 15:14:30 main:574] : INFO : Epoch 1798 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1927.99 ms [2021-09-16 15:14:31 main:574] : INFO : Epoch 1799 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1866.67 ms [2021-09-16 15:14:33 main:574] : INFO : Epoch 1800 | loss: 0.0312491 | val_loss: 0.0312511 | Time: 1836.46 ms [2021-09-16 15:14:35 main:574] : INFO : Epoch 1801 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1892.57 ms [2021-09-16 15:14:37 main:574] : INFO : Epoch 1802 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1887.91 ms [2021-09-16 15:14:39 main:574] : INFO : Epoch 1803 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1856.52 ms [2021-09-16 15:14:41 main:574] : INFO : Epoch 1804 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1860.54 ms [2021-09-16 15:14:43 main:574] : INFO : Epoch 1805 | loss: 0.0312489 | val_loss: 0.0312514 | Time: 1885.83 ms [2021-09-16 15:14:45 main:574] : INFO : Epoch 1806 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 1858.53 ms [2021-09-16 15:14:46 main:574] : INFO : Epoch 1807 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1870.96 ms [2021-09-16 15:14:48 main:574] : INFO : Epoch 1808 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1850.83 ms [2021-09-16 15:14:50 main:574] : INFO : Epoch 1809 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1891.6 ms [2021-09-16 15:14:52 main:574] : INFO : Epoch 1810 | loss: 0.031249 | val_loss: 0.03125 | Time: 1893.88 ms [2021-09-16 15:14:54 main:574] : INFO : Epoch 1811 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1867.46 ms [2021-09-16 15:14:56 main:574] : INFO : Epoch 1812 | loss: 0.0312493 | val_loss: 0.0312533 | Time: 1850.37 ms [2021-09-16 15:14:58 main:574] : INFO : Epoch 1813 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1809.68 ms [2021-09-16 15:14:59 main:574] : INFO : Epoch 1814 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1819.1 ms [2021-09-16 15:15:01 main:574] : INFO : Epoch 1815 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1926.26 ms [2021-09-16 15:15:03 main:574] : INFO : Epoch 1816 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1848.03 ms [2021-09-16 15:15:05 main:574] : INFO : Epoch 1817 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1882.12 ms [2021-09-16 15:15:07 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1884.18 ms [2021-09-16 15:15:09 main:574] : INFO : Epoch 1819 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1896.58 ms [2021-09-16 15:15:11 main:574] : INFO : Epoch 1820 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1891.5 ms [2021-09-16 15:15:13 main:574] : INFO : Epoch 1821 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1885.91 ms [2021-09-16 15:15:15 main:574] : INFO : Epoch 1822 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1862.92 ms [2021-09-16 15:15:16 main:574] : INFO : Epoch 1823 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1911.11 ms [2021-09-16 15:15:18 main:574] : INFO : Epoch 1824 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1846.07 ms [2021-09-16 15:15:20 main:574] : INFO : Epoch 1825 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 1904.27 ms [2021-09-16 15:15:22 main:574] : INFO : Epoch 1826 | loss: 0.0312493 | val_loss: 0.0312519 | Time: 1849.03 ms [2021-09-16 15:15:24 main:574] : INFO : Epoch 1827 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1840.23 ms [2021-09-16 15:15:26 main:574] : INFO : Epoch 1828 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 1891.49 ms [2021-09-16 15:15:28 main:574] : INFO : Epoch 1829 | loss: 0.0312494 | val_loss: 0.0312534 | Time: 1908.46 ms [2021-09-16 15:15:30 main:574] : INFO : Epoch 1830 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1842.85 ms [2021-09-16 15:15:31 main:574] : INFO : Epoch 1831 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1919.03 ms [2021-09-16 15:15:33 main:574] : INFO : Epoch 1832 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1946.49 ms [2021-09-16 15:15:35 main:574] : INFO : Epoch 1833 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1838.02 ms [2021-09-16 15:15:37 main:574] : INFO : Epoch 1834 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1853.1 ms [2021-09-16 15:15:39 main:574] : INFO : Epoch 1835 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1833.55 ms [2021-09-16 15:15:41 main:574] : INFO : Epoch 1836 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1858.43 ms [2021-09-16 15:15:43 main:574] : INFO : Epoch 1837 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 1884.65 ms [2021-09-16 15:15:45 main:574] : INFO : Epoch 1838 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1864.82 ms [2021-09-16 15:15:46 main:574] : INFO : Epoch 1839 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1841.5 ms [2021-09-16 15:15:48 main:574] : INFO : Epoch 1840 | loss: 0.031249 | val_loss: 0.03125 | Time: 1846.82 ms [2021-09-16 15:15:50 main:574] : INFO : Epoch 1841 | loss: 0.0312495 | val_loss: 0.0312548 | Time: 1866.6 ms [2021-09-16 15:15:52 main:574] : INFO : Epoch 1842 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1894.47 ms [2021-09-16 15:15:54 main:574] : INFO : Epoch 1843 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1870.95 ms [2021-09-16 15:15:56 main:574] : INFO : Epoch 1844 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1873.48 ms [2021-09-16 15:15:58 main:574] : INFO : Epoch 1845 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1850.18 ms [2021-09-16 15:15:59 main:574] : INFO : Epoch 1846 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1864.92 ms [2021-09-16 15:16:01 main:574] : INFO : Epoch 1847 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1874.64 ms [2021-09-16 15:16:03 main:574] : INFO : Epoch 1848 | loss: 0.03125 | val_loss: 0.03125 | Time: 1840.51 ms [2021-09-16 15:16:05 main:574] : INFO : Epoch 1849 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1818.03 ms [2021-09-16 15:16:07 main:574] : INFO : Epoch 1850 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1799.01 ms [2021-09-16 15:16:09 main:574] : INFO : Epoch 1851 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1800.61 ms [2021-09-16 15:16:10 main:574] : INFO : Epoch 1852 | loss: 0.0312489 | val_loss: 0.031251 | Time: 1858.81 ms [2021-09-16 15:16:12 main:574] : INFO : Epoch 1853 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 1850.66 ms [2021-09-16 15:16:14 main:574] : INFO : Epoch 1854 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1810.88 ms [2021-09-16 15:16:16 main:574] : INFO : Epoch 1855 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1819.48 ms [2021-09-16 15:16:18 main:574] : INFO : Epoch 1856 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1916.9 ms [2021-09-16 15:16:20 main:574] : INFO : Epoch 1857 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1912.91 ms [2021-09-16 15:16:22 main:574] : INFO : Epoch 1858 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1854.14 ms [2021-09-16 15:16:24 main:574] : INFO : Epoch 1859 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1856.63 ms [2021-09-16 15:16:25 main:574] : INFO : Epoch 1860 | loss: 0.0312488 | val_loss: 0.0312514 | Time: 1834.76 ms [2021-09-16 15:16:27 main:574] : INFO : Epoch 1861 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1829.13 ms [2021-09-16 15:16:29 main:574] : INFO : Epoch 1862 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1825.75 ms [2021-09-16 15:16:31 main:574] : INFO : Epoch 1863 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1873.5 ms [2021-09-16 15:16:33 main:574] : INFO : Epoch 1864 | loss: 0.031249 | val_loss: 0.03125 | Time: 1832.65 ms [2021-09-16 15:16:35 main:574] : INFO : Epoch 1865 | loss: 0.031249 | val_loss: 0.0312509 | Time: 1855.21 ms [2021-09-16 15:16:36 main:574] : INFO : Epoch 1866 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 1871.65 ms [2021-09-16 15:16:38 main:574] : INFO : Epoch 1867 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 1878.83 ms [2021-09-16 15:16:40 main:574] : INFO : Epoch 1868 | loss: 0.0312498 | val_loss: 0.0312541 | Time: 1846.05 ms [2021-09-16 15:16:42 main:574] : INFO : Epoch 1869 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1868.45 ms [2021-09-16 15:16:44 main:574] : INFO : Epoch 1870 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1857.72 ms [2021-09-16 15:16:46 main:574] : INFO : Epoch 1871 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1840.38 ms [2021-09-16 15:16:48 main:574] : INFO : Epoch 1872 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1863.65 ms [2021-09-16 15:16:50 main:574] : INFO : Epoch 1873 | loss: 0.031249 | val_loss: 0.03125 | Time: 1865.18 ms [2021-09-16 15:16:51 main:574] : INFO : Epoch 1874 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1838.44 ms [2021-09-16 15:16:53 main:574] : INFO : Epoch 1875 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1854.15 ms [2021-09-16 15:16:55 main:574] : INFO : Epoch 1876 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1886.37 ms [2021-09-16 15:16:57 main:574] : INFO : Epoch 1877 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1891.57 ms [2021-09-16 15:16:59 main:574] : INFO : Epoch 1878 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1860.23 ms [2021-09-16 15:17:01 main:574] : INFO : Epoch 1879 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1822.51 ms [2021-09-16 15:17:03 main:574] : INFO : Epoch 1880 | loss: 0.0312495 | val_loss: 0.0312537 | Time: 1839.6 ms [2021-09-16 15:17:04 main:574] : INFO : Epoch 1881 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1855.94 ms [2021-09-16 15:17:06 main:574] : INFO : Epoch 1882 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1867.24 ms [2021-09-16 15:17:08 main:574] : INFO : Epoch 1883 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1848.81 ms [2021-09-16 15:17:10 main:574] : INFO : Epoch 1884 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1856.92 ms [2021-09-16 15:17:12 main:574] : INFO : Epoch 1885 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1828.29 ms [2021-09-16 15:17:14 main:574] : INFO : Epoch 1886 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1837.65 ms [2021-09-16 15:17:15 main:574] : INFO : Epoch 1887 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1830.99 ms [2021-09-16 15:17:17 main:574] : INFO : Epoch 1888 | loss: 0.0312728 | val_loss: 0.0312636 | Time: 1867.81 ms [2021-09-16 15:17:19 main:574] : INFO : Epoch 1889 | loss: 0.0315234 | val_loss: 0.0313173 | Time: 1907.73 ms [2021-09-16 15:17:21 main:574] : INFO : Epoch 1890 | loss: 0.0312755 | val_loss: 0.031257 | Time: 1889.71 ms [2021-09-16 15:17:23 main:574] : INFO : Epoch 1891 | loss: 0.0312535 | val_loss: 0.0312509 | Time: 1913.32 ms [2021-09-16 15:17:25 main:574] : INFO : Epoch 1892 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1844.43 ms [2021-09-16 15:17:27 main:574] : INFO : Epoch 1893 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1932.72 ms [2021-09-16 15:17:29 main:574] : INFO : Epoch 1894 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1829.63 ms [2021-09-16 15:17:31 main:574] : INFO : Epoch 1895 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1840.51 ms [2021-09-16 15:17:32 main:574] : INFO : Epoch 1896 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1822.95 ms [2021-09-16 15:17:34 main:574] : INFO : Epoch 1897 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1881.69 ms [2021-09-16 15:17:36 main:574] : INFO : Epoch 1898 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1855.95 ms [2021-09-16 15:17:38 main:574] : INFO : Epoch 1899 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1865.1 ms [2021-09-16 15:17:40 main:574] : INFO : Epoch 1900 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1852.78 ms [2021-09-16 15:17:42 main:574] : INFO : Epoch 1901 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1858.17 ms [2021-09-16 15:17:44 main:574] : INFO : Epoch 1902 | loss: 0.0312493 | val_loss: 0.0312528 | Time: 1836.35 ms [2021-09-16 15:17:45 main:574] : INFO : Epoch 1903 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1896.06 ms [2021-09-16 15:17:47 main:574] : INFO : Epoch 1904 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1873.52 ms [2021-09-16 15:17:49 main:574] : INFO : Epoch 1905 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1848.99 ms [2021-09-16 15:17:51 main:574] : INFO : Epoch 1906 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1849.83 ms [2021-09-16 15:17:53 main:574] : INFO : Epoch 1907 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1830.25 ms [2021-09-16 15:17:55 main:574] : INFO : Epoch 1908 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1842.85 ms [2021-09-16 15:17:57 main:574] : INFO : Epoch 1909 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1863.43 ms [2021-09-16 15:17:58 main:574] : INFO : Epoch 1910 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1901.05 ms [2021-09-16 15:18:00 main:574] : INFO : Epoch 1911 | loss: 0.0312492 | val_loss: 0.031251 | Time: 1879.65 ms [2021-09-16 15:18:02 main:574] : INFO : Epoch 1912 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1906.52 ms [2021-09-16 15:18:04 main:574] : INFO : Epoch 1913 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1843.97 ms [2021-09-16 15:18:06 main:574] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1802.82 ms [2021-09-16 15:18:08 main:574] : INFO : Epoch 1915 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1880.66 ms [2021-09-16 15:18:10 main:574] : INFO : Epoch 1916 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1866.46 ms [2021-09-16 15:18:12 main:574] : INFO : Epoch 1917 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 1837.76 ms [2021-09-16 15:18:13 main:574] : INFO : Epoch 1918 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1825.87 ms [2021-09-16 15:18:15 main:574] : INFO : Epoch 1919 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1851.03 ms [2021-09-16 15:18:17 main:574] : INFO : Epoch 1920 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1888.03 ms [2021-09-16 15:18:19 main:574] : INFO : Epoch 1921 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1801.6 ms [2021-09-16 15:18:21 main:574] : INFO : Epoch 1922 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1791.77 ms [2021-09-16 15:18:22 main:574] : INFO : Epoch 1923 | loss: 0.0312489 | val_loss: 0.0312508 | Time: 1825.07 ms [2021-09-16 15:18:24 main:574] : INFO : Epoch 1924 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1839.26 ms [2021-09-16 15:18:26 main:574] : INFO : Epoch 1925 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1832.46 ms [2021-09-16 15:18:28 main:574] : INFO : Epoch 1926 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1874.42 ms [2021-09-16 15:18:30 main:574] : INFO : Epoch 1927 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1845.37 ms [2021-09-16 15:18:32 main:574] : INFO : Epoch 1928 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1866.65 ms [2021-09-16 15:18:34 main:574] : INFO : Epoch 1929 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1885.06 ms [2021-09-16 15:18:36 main:574] : INFO : Epoch 1930 | loss: 0.0312489 | val_loss: 0.0312513 | Time: 1840.45 ms [2021-09-16 15:18:37 main:574] : INFO : Epoch 1931 | loss: 0.0312511 | val_loss: 0.0312546 | Time: 1844.6 ms [2021-09-16 15:18:39 main:574] : INFO : Epoch 1932 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1827.01 ms [2021-09-16 15:18:41 main:574] : INFO : Epoch 1933 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1825.37 ms [2021-09-16 15:18:43 main:574] : INFO : Epoch 1934 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1855.73 ms [2021-09-16 15:18:45 main:574] : INFO : Epoch 1935 | loss: 0.0312498 | val_loss: 0.0312544 | Time: 1807.1 ms [2021-09-16 15:18:47 main:574] : INFO : Epoch 1936 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 1858.11 ms [2021-09-16 15:18:48 main:574] : INFO : Epoch 1937 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1880.78 ms [2021-09-16 15:18:50 main:574] : INFO : Epoch 1938 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1857.21 ms [2021-09-16 15:18:52 main:574] : INFO : Epoch 1939 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1860.19 ms [2021-09-16 15:18:54 main:574] : INFO : Epoch 1940 | loss: 0.0312489 | val_loss: 0.031251 | Time: 1856.38 ms [2021-09-16 15:18:56 main:574] : INFO : Epoch 1941 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 1892.27 ms [2021-09-16 15:18:58 main:574] : INFO : Epoch 1942 | loss: 0.0312531 | val_loss: 0.0312519 | Time: 1845.16 ms [2021-09-16 15:19:00 main:574] : INFO : Epoch 1943 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1825.44 ms [2021-09-16 15:19:01 main:574] : INFO : Epoch 1944 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1865.89 ms [2021-09-16 15:19:03 main:574] : INFO : Epoch 1945 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1846.86 ms [2021-09-16 15:19:05 main:574] : INFO : Epoch 1946 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1854.55 ms [2021-09-16 15:19:07 main:574] : INFO : Epoch 1947 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1846.95 ms [2021-09-16 15:19:09 main:574] : INFO : Epoch 1948 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1865.32 ms [2021-09-16 15:19:11 main:574] : INFO : Epoch 1949 | loss: 0.031249 | val_loss: 0.03125 | Time: 1878.48 ms [2021-09-16 15:19:13 main:574] : INFO : Epoch 1950 | loss: 0.0312491 | val_loss: 0.0312522 | Time: 1821.74 ms [2021-09-16 15:19:14 main:574] : INFO : Epoch 1951 | loss: 0.0312514 | val_loss: 0.0312498 | Time: 1830.5 ms [2021-09-16 15:19:16 main:574] : INFO : Epoch 1952 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1844.66 ms [2021-09-16 15:19:18 main:574] : INFO : Epoch 1953 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1830.04 ms [2021-09-16 15:19:20 main:574] : INFO : Epoch 1954 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1818.87 ms [2021-09-16 15:19:22 main:574] : INFO : Epoch 1955 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1852.4 ms [2021-09-16 15:19:24 main:574] : INFO : Epoch 1956 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1841.24 ms [2021-09-16 15:19:25 main:574] : INFO : Epoch 1957 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1842.5 ms [2021-09-16 15:19:27 main:574] : INFO : Epoch 1958 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1846.06 ms [2021-09-16 15:19:29 main:574] : INFO : Epoch 1959 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 1826.38 ms [2021-09-16 15:19:31 main:574] : INFO : Epoch 1960 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1864.81 ms [2021-09-16 15:19:33 main:574] : INFO : Epoch 1961 | loss: 0.031249 | val_loss: 0.03125 | Time: 1853.17 ms [2021-09-16 15:19:35 main:574] : INFO : Epoch 1962 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1805.78 ms [2021-09-16 15:19:37 main:574] : INFO : Epoch 1963 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1861.86 ms [2021-09-16 15:19:38 main:574] : INFO : Epoch 1964 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1858.15 ms [2021-09-16 15:19:40 main:574] : INFO : Epoch 1965 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 1856.2 ms [2021-09-16 15:19:42 main:574] : INFO : Epoch 1966 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1876.39 ms [2021-09-16 15:19:44 main:574] : INFO : Epoch 1967 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1839.31 ms [2021-09-16 15:19:46 main:574] : INFO : Epoch 1968 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1844.6 ms [2021-09-16 15:19:48 main:574] : INFO : Epoch 1969 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1841.35 ms [2021-09-16 15:19:50 main:574] : INFO : Epoch 1970 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1894.13 ms [2021-09-16 15:19:51 main:574] : INFO : Epoch 1971 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1825.29 ms [2021-09-16 15:19:53 main:574] : INFO : Epoch 1972 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1980.52 ms [2021-09-16 15:19:55 main:574] : INFO : Epoch 1973 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1882.79 ms [2021-09-16 15:19:57 main:574] : INFO : Epoch 1974 | loss: 0.0312488 | val_loss: 0.0312501 | Time: 1917.88 ms [2021-09-16 15:19:59 main:574] : INFO : Epoch 1975 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1854.04 ms [2021-09-16 15:20:01 main:574] : INFO : Epoch 1976 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1840.03 ms [2021-09-16 15:20:03 main:574] : INFO : Epoch 1977 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1826.33 ms [2021-09-16 15:20:05 main:574] : INFO : Epoch 1978 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1828.54 ms [2021-09-16 15:20:06 main:574] : INFO : Epoch 1979 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1881.67 ms [2021-09-16 15:20:08 main:574] : INFO : Epoch 1980 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1833.75 ms [2021-09-16 15:20:10 main:574] : INFO : Epoch 1981 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1836.14 ms [2021-09-16 15:20:12 main:574] : INFO : Epoch 1982 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1849.03 ms [2021-09-16 15:20:14 main:574] : INFO : Epoch 1983 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1868.54 ms [2021-09-16 15:20:16 main:574] : INFO : Epoch 1984 | loss: 0.03125 | val_loss: 0.0312521 | Time: 1876.57 ms [2021-09-16 15:20:18 main:574] : INFO : Epoch 1985 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1835.02 ms [2021-09-16 15:20:19 main:574] : INFO : Epoch 1986 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1867.58 ms [2021-09-16 15:20:21 main:574] : INFO : Epoch 1987 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1841.65 ms [2021-09-16 15:20:23 main:574] : INFO : Epoch 1988 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1853.85 ms [2021-09-16 15:20:25 main:574] : INFO : Epoch 1989 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1849.77 ms [2021-09-16 15:20:27 main:574] : INFO : Epoch 1990 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1804.13 ms [2021-09-16 15:20:29 main:574] : INFO : Epoch 1991 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1878.97 ms [2021-09-16 15:20:31 main:574] : INFO : Epoch 1992 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 1859.58 ms [2021-09-16 15:20:32 main:574] : INFO : Epoch 1993 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1894.8 ms [2021-09-16 15:20:34 main:574] : INFO : Epoch 1994 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1866.57 ms [2021-09-16 15:20:36 main:574] : INFO : Epoch 1995 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1826.09 ms [2021-09-16 15:20:38 main:574] : INFO : Epoch 1996 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1859.26 ms [2021-09-16 15:20:40 main:574] : INFO : Epoch 1997 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1867.62 ms [2021-09-16 15:20:42 main:574] : INFO : Epoch 1998 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1871.37 ms [2021-09-16 15:20:44 main:574] : INFO : Epoch 1999 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1827.8 ms [2021-09-16 15:20:45 main:574] : INFO : Epoch 2000 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1804.49 ms [2021-09-16 15:20:47 main:574] : INFO : Epoch 2001 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1858.22 ms [2021-09-16 15:20:49 main:574] : INFO : Epoch 2002 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1884.33 ms [2021-09-16 15:20:51 main:574] : INFO : Epoch 2003 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1887.07 ms [2021-09-16 15:20:53 main:574] : INFO : Epoch 2004 | loss: 0.0312508 | val_loss: 0.0312553 | Time: 1807.34 ms [2021-09-16 15:20:55 main:574] : INFO : Epoch 2005 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1829.16 ms [2021-09-16 15:20:57 main:574] : INFO : Epoch 2006 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1894.49 ms [2021-09-16 15:20:58 main:574] : INFO : Epoch 2007 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1843.49 ms [2021-09-16 15:21:00 main:574] : INFO : Epoch 2008 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1837.63 ms [2021-09-16 15:21:02 main:574] : INFO : Epoch 2009 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1855.83 ms [2021-09-16 15:21:04 main:574] : INFO : Epoch 2010 | loss: 0.031249 | val_loss: 0.03125 | Time: 1838.92 ms [2021-09-16 15:21:06 main:574] : INFO : Epoch 2011 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1832.47 ms [2021-09-16 15:21:08 main:574] : INFO : Epoch 2012 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1846.14 ms [2021-09-16 15:21:09 main:574] : INFO : Epoch 2013 | loss: 0.031249 | val_loss: 0.0312512 | Time: 1862.57 ms [2021-09-16 15:21:11 main:574] : INFO : Epoch 2014 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1937.76 ms [2021-09-16 15:21:13 main:574] : INFO : Epoch 2015 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1882 ms [2021-09-16 15:21:15 main:574] : INFO : Epoch 2016 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1872.21 ms [2021-09-16 15:21:17 main:574] : INFO : Epoch 2017 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1839.02 ms [2021-09-16 15:21:19 main:574] : INFO : Epoch 2018 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1871.93 ms [2021-09-16 15:21:21 main:574] : INFO : Epoch 2019 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1851.66 ms [2021-09-16 15:21:23 main:574] : INFO : Epoch 2020 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1834.87 ms [2021-09-16 15:21:24 main:574] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312528 | Time: 1823.4 ms [2021-09-16 15:21:26 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1832.9 ms [2021-09-16 15:21:28 main:574] : INFO : Epoch 2023 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1893.67 ms [2021-09-16 15:21:30 main:574] : INFO : Epoch 2024 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1829.93 ms [2021-09-16 15:21:32 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.0312528 | Time: 1859.64 ms [2021-09-16 15:21:34 main:574] : INFO : Epoch 2026 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1832.26 ms [2021-09-16 15:21:36 main:574] : INFO : Epoch 2027 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1875.21 ms [2021-09-16 15:21:37 main:574] : INFO : Epoch 2028 | loss: 0.0312489 | val_loss: 0.0312511 | Time: 1897.94 ms [2021-09-16 15:21:39 main:574] : INFO : Epoch 2029 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1887.47 ms [2021-09-16 15:21:41 main:574] : INFO : Epoch 2030 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 1921.48 ms [2021-09-16 15:21:43 main:574] : INFO : Epoch 2031 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1893.21 ms [2021-09-16 15:21:45 main:574] : INFO : Epoch 2032 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1770 ms [2021-09-16 15:21:47 main:574] : INFO : Epoch 2033 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1779.51 ms [2021-09-16 15:21:49 main:574] : INFO : Epoch 2034 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1813.25 ms [2021-09-16 15:21:50 main:574] : INFO : Epoch 2035 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1806.52 ms [2021-09-16 15:21:52 main:574] : INFO : Epoch 2036 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1833.61 ms [2021-09-16 15:21:54 main:574] : INFO : Epoch 2037 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1841.07 ms [2021-09-16 15:21:56 main:574] : INFO : Epoch 2038 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1823.6 ms [2021-09-16 15:21:58 main:574] : INFO : Epoch 2039 | loss: 0.031249 | val_loss: 0.0312506 | Time: 1847.81 ms [2021-09-16 15:22:00 main:574] : INFO : Epoch 2040 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1807.41 ms [2021-09-16 15:22:01 main:574] : INFO : Epoch 2041 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1808.68 ms [2021-09-16 15:22:03 main:574] : INFO : Epoch 2042 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1831.64 ms [2021-09-16 15:22:05 main:574] : INFO : Epoch 2043 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 1846.45 ms [2021-09-16 15:22:07 main:574] : INFO : Epoch 2044 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1848.48 ms [2021-09-16 15:22:09 main:574] : INFO : Epoch 2045 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1815.05 ms [2021-09-16 15:22:11 main:574] : INFO : Epoch 2046 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1819.17 ms [2021-09-16 15:22:12 main:574] : INFO : Epoch 2047 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1809.31 ms [2021-09-16 15:22:14 main:574] : INFO : Epoch 2048 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1878.71 ms [2021-09-16 15:22:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312498 [2021-09-16 15:22:14 main:603] : INFO : Saving end state to config to file [2021-09-16 15:22:14 main:608] : INFO : Success, exiting.. 15:22:14 (17980): 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)