Task 7659514
| Name | ParityModified-1631729200-7795-1_3 |
| Workunit | 5093959 |
| Created | 27 Sep 2021, 22:38:47 UTC |
| Sent | 27 Sep 2021, 23:00:28 UTC |
| Report deadline | 4 Oct 2021, 23:00:28 UTC |
| Received | 2 Oct 2021, 14:24:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6492 |
| Run time | 1 hours 7 min 8 sec |
| CPU time | 1 hours 4 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> s: 0.0312505 | Time: 1896.14 ms [2021-10-02 09:13:42 main:574] : INFO : Epoch 1582 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1972.36 ms [2021-10-02 09:13:44 main:574] : INFO : Epoch 1583 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1931.96 ms [2021-10-02 09:13:45 main:574] : INFO : Epoch 1584 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1879.92 ms [2021-10-02 09:13:47 main:574] : INFO : Epoch 1585 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1908.43 ms [2021-10-02 09:13:49 main:574] : INFO : Epoch 1586 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1891.04 ms [2021-10-02 09:13:51 main:574] : INFO : Epoch 1587 | loss: 0.0312505 | val_loss: 0.0312531 | Time: 1892.21 ms [2021-10-02 09:13:53 main:574] : INFO : Epoch 1588 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1915.49 ms [2021-10-02 09:13:55 main:574] : INFO : Epoch 1589 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 1884.81 ms [2021-10-02 09:13:57 main:574] : INFO : Epoch 1590 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1967.13 ms [2021-10-02 09:13:59 main:574] : INFO : Epoch 1591 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1953.34 ms [2021-10-02 09:14:01 main:574] : INFO : Epoch 1592 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1881.48 ms [2021-10-02 09:14:03 main:574] : INFO : Epoch 1593 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1940.83 ms [2021-10-02 09:14:05 main:574] : INFO : Epoch 1594 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1900.73 ms [2021-10-02 09:14:07 main:574] : INFO : Epoch 1595 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1878.04 ms [2021-10-02 09:14:09 main:574] : INFO : Epoch 1596 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 2049.28 ms [2021-10-02 09:14:11 main:574] : INFO : Epoch 1597 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2003.98 ms [2021-10-02 09:14:13 main:574] : INFO : Epoch 1598 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 2004.22 ms [2021-10-02 09:14:15 main:574] : INFO : Epoch 1599 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1883.74 ms [2021-10-02 09:14:17 main:574] : INFO : Epoch 1600 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1889.14 ms [2021-10-02 09:14:19 main:574] : INFO : Epoch 1601 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1887.88 ms [2021-10-02 09:14:21 main:574] : INFO : Epoch 1602 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1905.06 ms [2021-10-02 09:14:23 main:574] : INFO : Epoch 1603 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1973 ms [2021-10-02 09:14:25 main:574] : INFO : Epoch 1604 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 1903.92 ms [2021-10-02 09:14:27 main:574] : INFO : Epoch 1605 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1886.51 ms [2021-10-02 09:14:29 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1917.99 ms [2021-10-02 09:14:30 main:574] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1871.02 ms [2021-10-02 09:14:32 main:574] : INFO : Epoch 1608 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1943.45 ms [2021-10-02 09:14:34 main:574] : INFO : Epoch 1609 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 1878.2 ms [2021-10-02 09:14:36 main:574] : INFO : Epoch 1610 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1877.29 ms [2021-10-02 09:14:38 main:574] : INFO : Epoch 1611 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1912.32 ms [2021-10-02 09:14:40 main:574] : INFO : Epoch 1612 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1907.19 ms [2021-10-02 09:14:42 main:574] : INFO : Epoch 1613 | loss: 0.0312516 | val_loss: 0.0312526 | Time: 1982.24 ms [2021-10-02 09:14:44 main:574] : INFO : Epoch 1614 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1875.72 ms [2021-10-02 09:14:46 main:574] : INFO : Epoch 1615 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1887.62 ms [2021-10-02 09:14:48 main:574] : INFO : Epoch 1616 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1897.2 ms [2021-10-02 09:14:50 main:574] : INFO : Epoch 1617 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1879.38 ms [2021-10-02 09:14:52 main:574] : INFO : Epoch 1618 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1885.36 ms [2021-10-02 09:14:54 main:574] : INFO : Epoch 1619 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1991.82 ms [2021-10-02 09:14:56 main:574] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.031253 | Time: 1915.67 ms [2021-10-02 09:14:58 main:574] : INFO : Epoch 1621 | loss: 0.0312522 | val_loss: 0.0312517 | Time: 1978.63 ms [2021-10-02 09:15:00 main:574] : INFO : Epoch 1622 | loss: 0.0312504 | val_loss: 0.0312528 | Time: 1887.71 ms [2021-10-02 09:15:02 main:574] : INFO : Epoch 1623 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 1902.12 ms [2021-10-02 09:15:04 main:574] : INFO : Epoch 1624 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1941.52 ms [2021-10-02 09:15:06 main:574] : INFO : Epoch 1625 | loss: 0.031251 | val_loss: 0.0312528 | Time: 1884.33 ms [2021-10-02 09:15:07 main:574] : INFO : Epoch 1626 | loss: 0.0312522 | val_loss: 0.0312531 | Time: 1903.71 ms [2021-10-02 09:15:09 main:574] : INFO : Epoch 1627 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1890.46 ms [2021-10-02 09:15:11 main:574] : INFO : Epoch 1628 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1887.54 ms [2021-10-02 09:15:13 main:574] : INFO : Epoch 1629 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1894.41 ms [2021-10-02 09:15:15 main:574] : INFO : Epoch 1630 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1926.84 ms [2021-10-02 09:15:17 main:574] : INFO : Epoch 1631 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1994.74 ms [2021-10-02 09:15:19 main:574] : INFO : Epoch 1632 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2004.55 ms [2021-10-02 09:15:21 main:574] : INFO : Epoch 1633 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1945.33 ms [2021-10-02 09:15:23 main:574] : INFO : Epoch 1634 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1991.17 ms [2021-10-02 09:15:25 main:574] : INFO : Epoch 1635 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1882.57 ms [2021-10-02 09:15:27 main:574] : INFO : Epoch 1636 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1915.09 ms [2021-10-02 09:15:29 main:574] : INFO : Epoch 1637 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1901.24 ms [2021-10-02 09:15:31 main:574] : INFO : Epoch 1638 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1881.1 ms [2021-10-02 09:15:33 main:574] : INFO : Epoch 1639 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1948.79 ms [2021-10-02 09:15:35 main:574] : INFO : Epoch 1640 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1868.19 ms [2021-10-02 09:15:37 main:574] : INFO : Epoch 1641 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1877.66 ms [2021-10-02 09:15:39 main:574] : INFO : Epoch 1642 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1925.01 ms [2021-10-02 09:15:41 main:574] : INFO : Epoch 1643 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1970.8 ms [2021-10-02 09:15:43 main:574] : INFO : Epoch 1644 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1921.37 ms [2021-10-02 09:15:45 main:574] : INFO : Epoch 1645 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1899.05 ms [2021-10-02 09:15:47 main:574] : INFO : Epoch 1646 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1904.49 ms [2021-10-02 09:15:49 main:574] : INFO : Epoch 1647 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1907.72 ms [2021-10-02 09:15:50 main:574] : INFO : Epoch 1648 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 1894.96 ms [2021-10-02 09:15:52 main:574] : INFO : Epoch 1649 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1916.52 ms [2021-10-02 09:15:54 main:574] : INFO : Epoch 1650 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1893.29 ms [2021-10-02 09:15:56 main:574] : INFO : Epoch 1651 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1874.2 ms [2021-10-02 09:15:58 main:574] : INFO : Epoch 1652 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1947.32 ms [2021-10-02 09:16:00 main:574] : INFO : Epoch 1653 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1893.59 ms [2021-10-02 09:16:02 main:574] : INFO : Epoch 1654 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1899.01 ms [2021-10-02 09:16:04 main:574] : INFO : Epoch 1655 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1902.32 ms [2021-10-02 09:16:06 main:574] : INFO : Epoch 1656 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1879.23 ms [2021-10-02 09:16:08 main:574] : INFO : Epoch 1657 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1924.24 ms [2021-10-02 09:16:10 main:574] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1886.65 ms [2021-10-02 09:16:12 main:574] : INFO : Epoch 1659 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1874.17 ms [2021-10-02 09:16:14 main:574] : INFO : Epoch 1660 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1918.75 ms [2021-10-02 09:16:16 main:574] : INFO : Epoch 1661 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1879.8 ms [2021-10-02 09:16:18 main:574] : INFO : Epoch 1662 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1909.78 ms [2021-10-02 09:16:19 main:574] : INFO : Epoch 1663 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1884.99 ms [2021-10-02 09:16:21 main:574] : INFO : Epoch 1664 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1928.11 ms [2021-10-02 09:16:24 main:574] : INFO : Epoch 1665 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2110.66 ms [2021-10-02 09:16:26 main:574] : INFO : Epoch 1666 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2005.39 ms [2021-10-02 09:16:28 main:574] : INFO : Epoch 1667 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1976.05 ms [2021-10-02 09:16:30 main:574] : INFO : Epoch 1668 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1897.97 ms [2021-10-02 09:16:31 main:574] : INFO : Epoch 1669 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1885.02 ms [2021-10-02 09:16:33 main:574] : INFO : Epoch 1670 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1926.73 ms [2021-10-02 09:16:35 main:574] : INFO : Epoch 1671 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1886.16 ms [2021-10-02 09:16:37 main:574] : INFO : Epoch 1672 | loss: 0.0312509 | val_loss: 0.0312534 | Time: 1880.62 ms [2021-10-02 09:16:39 main:574] : INFO : Epoch 1673 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 1897.74 ms [2021-10-02 09:16:41 main:574] : INFO : Epoch 1674 | loss: 0.0312518 | val_loss: 0.0312518 | Time: 1980.9 ms [2021-10-02 09:16:43 main:574] : INFO : Epoch 1675 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1909.24 ms [2021-10-02 09:16:45 main:574] : INFO : Epoch 1676 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1908.02 ms [2021-10-02 09:16:47 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1892.12 ms [2021-10-02 09:16:49 main:574] : INFO : Epoch 1678 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1903.1 ms [2021-10-02 09:16:51 main:574] : INFO : Epoch 1679 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1875.13 ms [2021-10-02 09:16:53 main:574] : INFO : Epoch 1680 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1898.48 ms [2021-10-02 09:16:55 main:574] : INFO : Epoch 1681 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1892.03 ms [2021-10-02 09:16:57 main:574] : INFO : Epoch 1682 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1882.18 ms [2021-10-02 09:16:59 main:574] : INFO : Epoch 1683 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1922.59 ms [2021-10-02 09:17:01 main:574] : INFO : Epoch 1684 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1895.96 ms [2021-10-02 09:17:02 main:574] : INFO : Epoch 1685 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1917.5 ms [2021-10-02 09:17:04 main:574] : INFO : Epoch 1686 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1899.51 ms [2021-10-02 09:17:06 main:574] : INFO : Epoch 1687 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 1897.46 ms [2021-10-02 09:17:08 main:574] : INFO : Epoch 1688 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 1960.65 ms [2021-10-02 09:17:10 main:574] : INFO : Epoch 1689 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1895.45 ms [2021-10-02 09:17:12 main:574] : INFO : Epoch 1690 | loss: 0.0312518 | val_loss: 0.031251 | Time: 1949.51 ms [2021-10-02 09:17:14 main:574] : INFO : Epoch 1691 | loss: 0.0312551 | val_loss: 0.0320727 | Time: 1880.78 ms [2021-10-02 09:17:16 main:574] : INFO : Epoch 1692 | loss: 0.0369089 | val_loss: 0.0493615 | Time: 1873.66 ms [2021-10-02 09:17:18 main:574] : INFO : Epoch 1693 | loss: 0.036457 | val_loss: 0.0323768 | Time: 1907.21 ms [2021-10-02 09:17:20 main:574] : INFO : Epoch 1694 | loss: 0.0316551 | val_loss: 0.0313548 | Time: 1922.21 ms [2021-10-02 09:17:22 main:574] : INFO : Epoch 1695 | loss: 0.031314 | val_loss: 0.0312656 | Time: 1934.04 ms [2021-10-02 09:17:24 main:574] : INFO : Epoch 1696 | loss: 0.0312633 | val_loss: 0.0312548 | Time: 1959.35 ms [2021-10-02 09:17:26 main:574] : INFO : Epoch 1697 | loss: 0.0312531 | val_loss: 0.0312523 | Time: 1875.74 ms [2021-10-02 09:17:28 main:574] : INFO : Epoch 1698 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 1916.4 ms [2021-10-02 09:17:30 main:574] : INFO : Epoch 1699 | loss: 0.031251 | val_loss: 0.031251 | Time: 1933.53 ms [2021-10-02 09:17:32 main:574] : INFO : Epoch 1700 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1971.75 ms [2021-10-02 09:17:34 main:574] : INFO : Epoch 1701 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2046.8 ms [2021-10-02 09:17:36 main:574] : INFO : Epoch 1702 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1886.93 ms [2021-10-02 09:17:38 main:574] : INFO : Epoch 1703 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1915.34 ms [2021-10-02 09:17:40 main:574] : INFO : Epoch 1704 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1886.53 ms [2021-10-02 09:17:42 main:574] : INFO : Epoch 1705 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1976.45 ms [2021-10-02 09:17:44 main:574] : INFO : Epoch 1706 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1925.53 ms [2021-10-02 09:17:46 main:574] : INFO : Epoch 1707 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 1874.71 ms [2021-10-02 09:17:47 main:574] : INFO : Epoch 1708 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1911.11 ms [2021-10-02 09:17:49 main:574] : INFO : Epoch 1709 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1885 ms [2021-10-02 09:17:51 main:574] : INFO : Epoch 1710 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1893.98 ms [2021-10-02 09:17:53 main:574] : INFO : Epoch 1711 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1930.21 ms [2021-10-02 09:17:55 main:574] : INFO : Epoch 1712 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1899.06 ms [2021-10-02 09:17:57 main:574] : INFO : Epoch 1713 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1909.36 ms [2021-10-02 09:17:59 main:574] : INFO : Epoch 1714 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1893.95 ms [2021-10-02 09:18:01 main:574] : INFO : Epoch 1715 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1876.57 ms [2021-10-02 09:18:03 main:574] : INFO : Epoch 1716 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1954.31 ms [2021-10-02 09:18:05 main:574] : INFO : Epoch 1717 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1896.04 ms [2021-10-02 09:18:07 main:574] : INFO : Epoch 1718 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1884.28 ms [2021-10-02 09:18:09 main:574] : INFO : Epoch 1719 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1942 ms [2021-10-02 09:18:11 main:574] : INFO : Epoch 1720 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1892.32 ms [2021-10-02 09:18:13 main:574] : INFO : Epoch 1721 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1906.35 ms [2021-10-02 09:18:15 main:574] : INFO : Epoch 1722 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1889.01 ms [2021-10-02 09:18:17 main:574] : INFO : Epoch 1723 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1898.16 ms [2021-10-02 09:18:18 main:574] : INFO : Epoch 1724 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1902.8 ms [2021-10-02 09:18:20 main:574] : INFO : Epoch 1725 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1910.36 ms [2021-10-02 09:18:22 main:574] : INFO : Epoch 1726 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2006.28 ms [2021-10-02 09:18:24 main:574] : INFO : Epoch 1727 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1907.53 ms [2021-10-02 09:18:26 main:574] : INFO : Epoch 1728 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1884.38 ms [2021-10-02 09:18:28 main:574] : INFO : Epoch 1729 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1918.41 ms [2021-10-02 09:18:30 main:574] : INFO : Epoch 1730 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1881.29 ms [2021-10-02 09:18:32 main:574] : INFO : Epoch 1731 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1905.15 ms [2021-10-02 09:18:34 main:574] : INFO : Epoch 1732 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1884.88 ms [2021-10-02 09:18:36 main:574] : INFO : Epoch 1733 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1911.36 ms [2021-10-02 09:18:38 main:574] : INFO : Epoch 1734 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2061.89 ms [2021-10-02 09:18:40 main:574] : INFO : Epoch 1735 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2060.43 ms [2021-10-02 09:18:42 main:574] : INFO : Epoch 1736 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2080.82 ms [2021-10-02 09:18:44 main:574] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.031251 | Time: 1876.6 ms [2021-10-02 09:18:46 main:574] : INFO : Epoch 1738 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1895.05 ms [2021-10-02 09:18:48 main:574] : INFO : Epoch 1739 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1894.09 ms [2021-10-02 09:18:50 main:574] : INFO : Epoch 1740 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1879.97 ms [2021-10-02 09:18:52 main:574] : INFO : Epoch 1741 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1893.41 ms [2021-10-02 09:18:54 main:574] : INFO : Epoch 1742 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1897.06 ms [2021-10-02 09:18:56 main:574] : INFO : Epoch 1743 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1889.58 ms [2021-10-02 09:18:58 main:574] : INFO : Epoch 1744 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1912.39 ms [2021-10-02 09:19:00 main:574] : INFO : Epoch 1745 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1893.01 ms [2021-10-02 09:19:02 main:574] : INFO : Epoch 1746 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 1880.91 ms [2021-10-02 09:19:04 main:574] : INFO : Epoch 1747 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1914.69 ms [2021-10-02 09:19:05 main:574] : INFO : Epoch 1748 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1887.09 ms [2021-10-02 09:19:07 main:574] : INFO : Epoch 1749 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 1970.29 ms [2021-10-02 09:19:09 main:574] : INFO : Epoch 1750 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1896.47 ms [2021-10-02 09:19:11 main:574] : INFO : Epoch 1751 | loss: 0.0312509 | val_loss: 0.0312532 | Time: 1881.14 ms [2021-10-02 09:19:13 main:574] : INFO : Epoch 1752 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 1929.79 ms [2021-10-02 09:19:15 main:574] : INFO : Epoch 1753 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1897.57 ms [2021-10-02 09:19:17 main:574] : INFO : Epoch 1754 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1909.74 ms [2021-10-02 09:19:19 main:574] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1895.73 ms [2021-10-02 09:19:21 main:574] : INFO : Epoch 1756 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1900.99 ms [2021-10-02 09:19:23 main:574] : INFO : Epoch 1757 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1970.96 ms [2021-10-02 09:19:25 main:574] : INFO : Epoch 1758 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1882.54 ms [2021-10-02 09:19:27 main:574] : INFO : Epoch 1759 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1904.08 ms [2021-10-02 09:19:29 main:574] : INFO : Epoch 1760 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1932.32 ms [2021-10-02 09:19:31 main:574] : INFO : Epoch 1761 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1898.91 ms [2021-10-02 09:19:33 main:574] : INFO : Epoch 1762 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1931.54 ms [2021-10-02 09:19:35 main:574] : INFO : Epoch 1763 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1924.61 ms [2021-10-02 09:19:37 main:574] : INFO : Epoch 1764 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1903.97 ms [2021-10-02 09:19:39 main:574] : INFO : Epoch 1765 | loss: 0.0312507 | val_loss: 0.0312524 | Time: 1916.93 ms [2021-10-02 09:19:41 main:574] : INFO : Epoch 1766 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1961.97 ms [2021-10-02 09:19:43 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1949.72 ms [2021-10-02 09:19:45 main:574] : INFO : Epoch 1768 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2016.39 ms [2021-10-02 09:19:47 main:574] : INFO : Epoch 1769 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1942 ms [2021-10-02 09:19:49 main:574] : INFO : Epoch 1770 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2008.87 ms [2021-10-02 09:19:51 main:574] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1872.61 ms [2021-10-02 09:19:52 main:574] : INFO : Epoch 1772 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1923.44 ms [2021-10-02 09:19:54 main:574] : INFO : Epoch 1773 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1876.38 ms [2021-10-02 09:19:56 main:574] : INFO : Epoch 1774 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1876.6 ms [2021-10-02 09:19:58 main:574] : INFO : Epoch 1775 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1929.61 ms [2021-10-02 09:20:00 main:574] : INFO : Epoch 1776 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1905.74 ms [2021-10-02 09:20:02 main:574] : INFO : Epoch 1777 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1904.85 ms [2021-10-02 09:20:04 main:574] : INFO : Epoch 1778 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1908.35 ms [2021-10-02 09:20:06 main:574] : INFO : Epoch 1779 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1895.9 ms [2021-10-02 09:20:08 main:574] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1924.19 ms [2021-10-02 09:20:10 main:574] : INFO : Epoch 1781 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1881.44 ms [2021-10-02 09:20:12 main:574] : INFO : Epoch 1782 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1886.15 ms [2021-10-02 09:20:14 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1911.95 ms [2021-10-02 09:20:16 main:574] : INFO : Epoch 1784 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1873.44 ms [2021-10-02 09:20:18 main:574] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1889.72 ms [2021-10-02 09:20:20 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1910.87 ms [2021-10-02 09:20:22 main:574] : INFO : Epoch 1787 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1933.66 ms [2021-10-02 09:20:23 main:574] : INFO : Epoch 1788 | loss: 0.0312506 | val_loss: 0.0312529 | Time: 1959.2 ms [2021-10-02 09:20:25 main:574] : INFO : Epoch 1789 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1885.85 ms [2021-10-02 09:20:27 main:574] : INFO : Epoch 1790 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1939.44 ms [2021-10-02 09:20:29 main:574] : INFO : Epoch 1791 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1900.24 ms [2021-10-02 09:20:31 main:574] : INFO : Epoch 1792 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1887.48 ms [2021-10-02 09:20:33 main:574] : INFO : Epoch 1793 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1899.69 ms [2021-10-02 09:20:35 main:574] : INFO : Epoch 1794 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1876.31 ms [2021-10-02 09:20:37 main:574] : INFO : Epoch 1795 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1899.31 ms [2021-10-02 09:20:39 main:574] : INFO : Epoch 1796 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1907.92 ms [2021-10-02 09:20:41 main:574] : INFO : Epoch 1797 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1943.92 ms [2021-10-02 09:20:43 main:574] : INFO : Epoch 1798 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1917.47 ms [2021-10-02 09:20:45 main:574] : INFO : Epoch 1799 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1907.72 ms [2021-10-02 09:20:47 main:574] : INFO : Epoch 1800 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1888.88 ms [2021-10-02 09:20:49 main:574] : INFO : Epoch 1801 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1913.22 ms [2021-10-02 09:20:51 main:574] : INFO : Epoch 1802 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1933.32 ms [2021-10-02 09:20:53 main:574] : INFO : Epoch 1803 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1943.29 ms [2021-10-02 09:20:55 main:574] : INFO : Epoch 1804 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1974.51 ms [2021-10-02 09:20:57 main:574] : INFO : Epoch 1805 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1935.15 ms [2021-10-02 09:20:59 main:574] : INFO : Epoch 1806 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1961.52 ms [2021-10-02 09:21:01 main:574] : INFO : Epoch 1807 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1895.2 ms [2021-10-02 09:21:03 main:574] : INFO : Epoch 1808 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1940.83 ms [2021-10-02 09:21:04 main:574] : INFO : Epoch 1809 | loss: 0.0312519 | val_loss: 0.0312507 | Time: 1875.86 ms [2021-10-02 09:21:06 main:574] : INFO : Epoch 1810 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 1881.99 ms [2021-10-02 09:21:08 main:574] : INFO : Epoch 1811 | loss: 0.0312523 | val_loss: 0.0312507 | Time: 1913.21 ms [2021-10-02 09:21:10 main:574] : INFO : Epoch 1812 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1892.22 ms [2021-10-02 09:21:12 main:574] : INFO : Epoch 1813 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1927.31 ms [2021-10-02 09:21:14 main:574] : INFO : Epoch 1814 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1886.48 ms [2021-10-02 09:21:16 main:574] : INFO : Epoch 1815 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1889.87 ms [2021-10-02 09:21:18 main:574] : INFO : Epoch 1816 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1918.18 ms [2021-10-02 09:21:20 main:574] : INFO : Epoch 1817 | loss: 0.0312508 | val_loss: 0.0312528 | Time: 1911.66 ms [2021-10-02 09:21:22 main:574] : INFO : Epoch 1818 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1943.95 ms [2021-10-02 09:21:24 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1966.38 ms [2021-10-02 09:21:26 main:574] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1895.78 ms [2021-10-02 09:21:28 main:574] : INFO : Epoch 1821 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 1901.01 ms [2021-10-02 09:21:30 main:574] : INFO : Epoch 1822 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1878.13 ms [2021-10-02 09:21:32 main:574] : INFO : Epoch 1823 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1887.17 ms [2021-10-02 09:21:34 main:574] : INFO : Epoch 1824 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1907.4 ms [2021-10-02 09:21:36 main:574] : INFO : Epoch 1825 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 1890.55 ms [2021-10-02 09:21:37 main:574] : INFO : Epoch 1826 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1945.3 ms [2021-10-02 09:21:39 main:574] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1871.07 ms [2021-10-02 09:21:41 main:574] : INFO : Epoch 1828 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1969.55 ms [2021-10-02 09:21:43 main:574] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1916.23 ms [2021-10-02 09:21:45 main:574] : INFO : Epoch 1830 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1888.24 ms [2021-10-02 09:21:47 main:574] : INFO : Epoch 1831 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1907.47 ms [2021-10-02 09:21:49 main:574] : INFO : Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1895.13 ms [2021-10-02 09:21:51 main:574] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1883.27 ms [2021-10-02 09:21:53 main:574] : INFO : Epoch 1834 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1905.88 ms [2021-10-02 09:21:55 main:574] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1876.82 ms [2021-10-02 09:21:57 main:574] : INFO : Epoch 1836 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1880.71 ms [2021-10-02 09:21:59 main:574] : INFO : Epoch 1837 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1945.58 ms [2021-10-02 09:22:01 main:574] : INFO : Epoch 1838 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1983.08 ms [2021-10-02 09:22:03 main:574] : INFO : Epoch 1839 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2063.13 ms [2021-10-02 09:22:05 main:574] : INFO : Epoch 1840 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1897.72 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2021-10-02 10:17:09 main:435] : INFO : Set logging level to 1 [2021-10-02 10:17:09 main:441] : INFO : Running in BOINC Client mode [2021-10-02 10:17:09 main:444] : INFO : Resolving all filenames [2021-10-02 10:17:09 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-02 10:17:09 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729200-7795-1_3_r964070923_1 (exists = 1) [2021-10-02 10:17:09 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729200-7795-1_3_r964070923_0 (exists = 0) [2021-10-02 10:17:10 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631729200-7795-1 (exists = 1) [2021-10-02 10:17:10 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-02 10:17:10 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-02 10:17:10 main:474] : INFO : Configuration: [2021-10-02 10:17:10 main:475] : INFO : Model type: GRU [2021-10-02 10:17:10 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-02 10:17:10 main:477] : INFO : Max Epochs: 2048 [2021-10-02 10:17:10 main:478] : INFO : Batch Size: 128 [2021-10-02 10:17:10 main:479] : INFO : Learning Rate: 0.01 [2021-10-02 10:17:10 main:480] : INFO : Patience: 10 [2021-10-02 10:17:10 main:481] : INFO : Hidden Width: 12 [2021-10-02 10:17:10 main:482] : INFO : # Recurrent Layers: 4 [2021-10-02 10:17:10 main:483] : INFO : # Backend Layers: 4 [2021-10-02 10:17:10 main:484] : INFO : # Threads: 1 [2021-10-02 10:17:10 main:486] : INFO : Preparing Dataset [2021-10-02 10:17:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-02 10:17:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-02 10:17:12 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-02 10:17:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-02 10:17:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-02 10:17:13 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-02 10:17:13 main:494] : INFO : Creating Model [2021-10-02 10:17:13 main:507] : INFO : Preparing config file [2021-10-02 10:17:13 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-02 10:17:13 main:512] : INFO : Loading config [2021-10-02 10:17:13 main:514] : INFO : Loading state [2021-10-02 10:17:14 main:559] : INFO : Loading DataLoader into Memory [2021-10-02 10:17:14 main:562] : INFO : Starting Training [2021-10-02 10:17:16 main:574] : INFO : Epoch 1831 | loss: 0.0314568 | val_loss: 0.0312906 | Time: 2228.69 ms [2021-10-02 10:17:18 main:574] : INFO : Epoch 1832 | loss: 0.0312686 | val_loss: 0.0312565 | Time: 1894.28 ms [2021-10-02 10:17:20 main:574] : INFO : Epoch 1833 | loss: 0.0312536 | val_loss: 0.0312523 | Time: 1959.68 ms [2021-10-02 10:17:22 main:574] : INFO : Epoch 1834 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1928.99 ms [2021-10-02 10:17:24 main:574] : INFO : Epoch 1835 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1917.92 ms [2021-10-02 10:17:26 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1891.6 ms [2021-10-02 10:17:28 main:574] : INFO : Epoch 1837 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1878.2 ms [2021-10-02 10:17:30 main:574] : INFO : Epoch 1838 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1924.34 ms [2021-10-02 10:17:32 main:574] : INFO : Epoch 1839 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1885.04 ms [2021-10-02 10:17:34 main:574] : INFO : Epoch 1840 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1879.12 ms [2021-10-02 10:17:36 main:574] : INFO : Epoch 1841 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 1919 ms [2021-10-02 10:17:37 main:574] : INFO : Epoch 1842 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1880.83 ms [2021-10-02 10:17:39 main:574] : INFO : Epoch 1843 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1921.97 ms [2021-10-02 10:17:41 main:574] : INFO : Epoch 1844 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1966.39 ms [2021-10-02 10:17:43 main:574] : INFO : Epoch 1845 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1875.04 ms [2021-10-02 10:17:45 main:574] : INFO : Epoch 1846 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1938.75 ms [2021-10-02 10:17:47 main:574] : INFO : Epoch 1847 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1915.25 ms [2021-10-02 10:17:49 main:574] : INFO : Epoch 1848 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1910 ms [2021-10-02 10:17:51 main:574] : INFO : Epoch 1849 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1892.35 ms [2021-10-02 10:17:53 main:574] : INFO : Epoch 1850 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1900.39 ms [2021-10-02 10:17:55 main:574] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1902.92 ms [2021-10-02 10:17:57 main:574] : INFO : Epoch 1852 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1871.82 ms [2021-10-02 10:17:59 main:574] : INFO : Epoch 1853 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1932.5 ms [2021-10-02 10:18:01 main:574] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1961.29 ms [2021-10-02 10:18:03 main:574] : INFO : Epoch 1855 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1955.61 ms [2021-10-02 10:18:05 main:574] : INFO : Epoch 1856 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1973.66 ms [2021-10-02 10:18:07 main:574] : INFO : Epoch 1857 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1914.81 ms [2021-10-02 10:18:09 main:574] : INFO : Epoch 1858 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1890.52 ms [2021-10-02 10:18:11 main:574] : INFO : Epoch 1859 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1921.92 ms [2021-10-02 10:18:13 main:574] : INFO : Epoch 1860 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1879.58 ms [2021-10-02 10:18:15 main:574] : INFO : Epoch 1861 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1945.31 ms [2021-10-02 10:18:17 main:574] : INFO : Epoch 1862 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1877.46 ms [2021-10-02 10:18:19 main:574] : INFO : Epoch 1863 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1872.1 ms [2021-10-02 10:18:21 main:574] : INFO : Epoch 1864 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1973.91 ms [2021-10-02 10:18:23 main:574] : INFO : Epoch 1865 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1916.87 ms [2021-10-02 10:18:25 main:574] : INFO : Epoch 1866 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1924.53 ms [2021-10-02 10:18:26 main:574] : INFO : Epoch 1867 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1908.53 ms [2021-10-02 10:18:28 main:574] : INFO : Epoch 1868 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1879.62 ms [2021-10-02 10:18:30 main:574] : INFO : Epoch 1869 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1934.79 ms [2021-10-02 10:18:32 main:574] : INFO : Epoch 1870 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1871.36 ms [2021-10-02 10:18:34 main:574] : INFO : Epoch 1871 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1918.86 ms [2021-10-02 10:18:36 main:574] : INFO : Epoch 1872 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1891.02 ms [2021-10-02 10:18:38 main:574] : INFO : Epoch 1873 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1895.84 ms [2021-10-02 10:18:40 main:574] : INFO : Epoch 1874 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1921.69 ms [2021-10-02 10:18:42 main:574] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1959.41 ms [2021-10-02 10:18:44 main:574] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1945.26 ms [2021-10-02 10:18:46 main:574] : INFO : Epoch 1877 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1901.77 ms [2021-10-02 10:18:48 main:574] : INFO : Epoch 1878 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1879.45 ms [2021-10-02 10:18:50 main:574] : INFO : Epoch 1879 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1902.51 ms [2021-10-02 10:18:52 main:574] : INFO : Epoch 1880 | loss: 0.0312499 | val_loss: 0.0312533 | Time: 1884.34 ms [2021-10-02 10:18:54 main:574] : INFO : Epoch 1881 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1905.55 ms [2021-10-02 10:18:56 main:574] : INFO : Epoch 1882 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1927.33 ms [2021-10-02 10:18:58 main:574] : INFO : Epoch 1883 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1882.93 ms [2021-10-02 10:19:00 main:574] : INFO : Epoch 1884 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1915.05 ms [2021-10-02 10:19:02 main:574] : INFO : Epoch 1885 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1887.43 ms [2021-10-02 10:19:03 main:574] : INFO : Epoch 1886 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1864.04 ms [2021-10-02 10:19:05 main:574] : INFO : Epoch 1887 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1900.55 ms [2021-10-02 10:19:07 main:574] : INFO : Epoch 1888 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1890.46 ms [2021-10-02 10:19:09 main:574] : INFO : Epoch 1889 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2043.91 ms [2021-10-02 10:19:11 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1958.73 ms [2021-10-02 10:19:13 main:574] : INFO : Epoch 1891 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1948.08 ms [2021-10-02 10:19:15 main:574] : INFO : Epoch 1892 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1994.59 ms [2021-10-02 10:19:17 main:574] : INFO : Epoch 1893 | loss: 0.03125 | val_loss: 0.03125 | Time: 1880.12 ms [2021-10-02 10:19:19 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1991.39 ms [2021-10-02 10:19:21 main:574] : INFO : Epoch 1895 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1958.01 ms [2021-10-02 10:19:23 main:574] : INFO : Epoch 1896 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1879.4 ms [2021-10-02 10:19:25 main:574] : INFO : Epoch 1897 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1930.39 ms [2021-10-02 10:19:27 main:574] : INFO : Epoch 1898 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1893.98 ms [2021-10-02 10:19:29 main:574] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1944.62 ms [2021-10-02 10:19:31 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1890.77 ms [2021-10-02 10:19:33 main:574] : INFO : Epoch 1901 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1905.16 ms [2021-10-02 10:19:35 main:574] : INFO : Epoch 1902 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1898.35 ms [2021-10-02 10:19:37 main:574] : INFO : Epoch 1903 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1892.97 ms [2021-10-02 10:19:39 main:574] : INFO : Epoch 1904 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1899.72 ms [2021-10-02 10:19:41 main:574] : INFO : Epoch 1905 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1979.06 ms [2021-10-02 10:19:43 main:574] : INFO : Epoch 1906 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1884.25 ms [2021-10-02 10:19:45 main:574] : INFO : Epoch 1907 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1921.99 ms [2021-10-02 10:19:47 main:574] : INFO : Epoch 1908 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1877.31 ms [2021-10-02 10:19:49 main:574] : INFO : Epoch 1909 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1876.69 ms [2021-10-02 10:19:51 main:574] : INFO : Epoch 1910 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1925.34 ms [2021-10-02 10:19:52 main:574] : INFO : Epoch 1911 | loss: 0.03125 | val_loss: 0.0312522 | Time: 1885.97 ms [2021-10-02 10:19:54 main:574] : INFO : Epoch 1912 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1912.27 ms [2021-10-02 10:19:56 main:574] : INFO : Epoch 1913 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1870.43 ms [2021-10-02 10:19:58 main:574] : INFO : Epoch 1914 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1917.45 ms [2021-10-02 10:20:00 main:574] : INFO : Epoch 1915 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1936.68 ms [2021-10-02 10:20:02 main:574] : INFO : Epoch 1916 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1883.21 ms [2021-10-02 10:20:04 main:574] : INFO : Epoch 1917 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1903.74 ms [2021-10-02 10:20:06 main:574] : INFO : Epoch 1918 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1909.48 ms [2021-10-02 10:20:08 main:574] : INFO : Epoch 1919 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1920.77 ms [2021-10-02 10:20:10 main:574] : INFO : Epoch 1920 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1929.99 ms [2021-10-02 10:20:12 main:574] : INFO : Epoch 1921 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1885.08 ms [2021-10-02 10:20:14 main:574] : INFO : Epoch 1922 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1951.56 ms [2021-10-02 10:20:16 main:574] : INFO : Epoch 1923 | loss: 0.03125 | val_loss: 0.03125 | Time: 1932.04 ms [2021-10-02 10:20:18 main:574] : INFO : Epoch 1924 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1961.34 ms [2021-10-02 10:20:20 main:574] : INFO : Epoch 1925 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2103.31 ms [2021-10-02 10:20:22 main:574] : INFO : Epoch 1926 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1921.3 ms [2021-10-02 10:20:24 main:574] : INFO : Epoch 1927 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1940.06 ms [2021-10-02 10:20:26 main:574] : INFO : Epoch 1928 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1905.94 ms [2021-10-02 10:20:28 main:574] : INFO : Epoch 1929 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1886.94 ms [2021-10-02 10:20:30 main:574] : INFO : Epoch 1930 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1925.2 ms [2021-10-02 10:20:32 main:574] : INFO : Epoch 1931 | loss: 0.0312509 | val_loss: 0.0312538 | Time: 1895.19 ms [2021-10-02 10:20:34 main:574] : INFO : Epoch 1932 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1877.94 ms [2021-10-02 10:20:36 main:574] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1924.34 ms [2021-10-02 10:20:38 main:574] : INFO : Epoch 1934 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1880.56 ms [2021-10-02 10:20:40 main:574] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1931.34 ms [2021-10-02 10:20:42 main:574] : INFO : Epoch 1936 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1943.29 ms [2021-10-02 10:20:44 main:574] : INFO : Epoch 1937 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1880.83 ms [2021-10-02 10:20:45 main:574] : INFO : Epoch 1938 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1921.46 ms [2021-10-02 10:20:47 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1884.41 ms [2021-10-02 10:20:49 main:574] : INFO : Epoch 1940 | loss: 0.0312507 | val_loss: 0.031253 | Time: 1906.4 ms [2021-10-02 10:20:51 main:574] : INFO : Epoch 1941 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 1888.14 ms [2021-10-02 10:20:53 main:574] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1895.91 ms [2021-10-02 10:20:55 main:574] : INFO : Epoch 1943 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1933.71 ms [2021-10-02 10:20:57 main:574] : INFO : Epoch 1944 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1881.81 ms [2021-10-02 10:20:59 main:574] : INFO : Epoch 1945 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1910.53 ms [2021-10-02 10:21:01 main:574] : INFO : Epoch 1946 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1885.41 ms [2021-10-02 10:21:03 main:574] : INFO : Epoch 1947 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1894.73 ms [2021-10-02 10:21:05 main:574] : INFO : Epoch 1948 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1915.39 ms [2021-10-02 10:21:07 main:574] : INFO : Epoch 1949 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1894.55 ms [2021-10-02 10:21:09 main:574] : INFO : Epoch 1950 | loss: 0.0312499 | val_loss: 0.031252 | Time: 1914.98 ms [2021-10-02 10:21:11 main:574] : INFO : Epoch 1951 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1942.73 ms [2021-10-02 10:21:13 main:574] : INFO : Epoch 1952 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1915.07 ms [2021-10-02 10:21:15 main:574] : INFO : Epoch 1953 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1950.95 ms [2021-10-02 10:21:17 main:574] : INFO : Epoch 1954 | loss: 0.0312506 | val_loss: 0.0312535 | Time: 1889.45 ms [2021-10-02 10:21:19 main:574] : INFO : Epoch 1955 | loss: 0.0312521 | val_loss: 0.0312525 | Time: 1879.04 ms [2021-10-02 10:21:21 main:574] : INFO : Epoch 1956 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2018.34 ms [2021-10-02 10:21:23 main:574] : INFO : Epoch 1957 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1990.5 ms [2021-10-02 10:21:25 main:574] : INFO : Epoch 1958 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2053.26 ms [2021-10-02 10:21:27 main:574] : INFO : Epoch 1959 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1952.14 ms [2021-10-02 10:21:29 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1927.16 ms [2021-10-02 10:21:31 main:574] : INFO : Epoch 1961 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1945.21 ms [2021-10-02 10:21:33 main:574] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1906.8 ms [2021-10-02 10:21:35 main:574] : INFO : Epoch 1963 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1906.67 ms [2021-10-02 10:21:37 main:574] : INFO : Epoch 1964 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1885.03 ms [2021-10-02 10:21:38 main:574] : INFO : Epoch 1965 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1895.37 ms [2021-10-02 10:21:40 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1946.08 ms [2021-10-02 10:21:42 main:574] : INFO : Epoch 1967 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1927.19 ms [2021-10-02 10:21:44 main:574] : INFO : Epoch 1968 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1920.54 ms [2021-10-02 10:21:46 main:574] : INFO : Epoch 1969 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1903.44 ms [2021-10-02 10:21:48 main:574] : INFO : Epoch 1970 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1898.77 ms [2021-10-02 10:21:50 main:574] : INFO : Epoch 1971 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1929.27 ms [2021-10-02 10:21:52 main:574] : INFO : Epoch 1972 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1878.12 ms [2021-10-02 10:21:54 main:574] : INFO : Epoch 1973 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1905.64 ms [2021-10-02 10:21:56 main:574] : INFO : Epoch 1974 | loss: 0.0312502 | val_loss: 0.0312533 | Time: 1885.88 ms [2021-10-02 10:21:58 main:574] : INFO : Epoch 1975 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1891.83 ms [2021-10-02 10:22:00 main:574] : INFO : Epoch 1976 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1923.3 ms [2021-10-02 10:22:02 main:574] : INFO : Epoch 1977 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1886.41 ms [2021-10-02 10:22:04 main:574] : INFO : Epoch 1978 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1887.28 ms [2021-10-02 10:22:06 main:574] : INFO : Epoch 1979 | loss: 0.031251 | val_loss: 0.03125 | Time: 1904.72 ms [2021-10-02 10:22:08 main:574] : INFO : Epoch 1980 | loss: 0.0312508 | val_loss: 0.031253 | Time: 1891.05 ms [2021-10-02 10:22:10 main:574] : INFO : Epoch 1981 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2020.74 ms [2021-10-02 10:22:12 main:574] : INFO : Epoch 1982 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1885.49 ms [2021-10-02 10:22:14 main:574] : INFO : Epoch 1983 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1892.05 ms [2021-10-02 10:22:16 main:574] : INFO : Epoch 1984 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1979.05 ms [2021-10-02 10:22:18 main:574] : INFO : Epoch 1985 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1890.41 ms [2021-10-02 10:22:20 main:574] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1927.79 ms [2021-10-02 10:22:21 main:574] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1913.76 ms [2021-10-02 10:22:23 main:574] : INFO : Epoch 1988 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1901.99 ms [2021-10-02 10:22:25 main:574] : INFO : Epoch 1989 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1911.08 ms [2021-10-02 10:22:27 main:574] : INFO : Epoch 1990 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1891.91 ms [2021-10-02 10:22:29 main:574] : INFO : Epoch 1991 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1923.75 ms [2021-10-02 10:22:31 main:574] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1976.74 ms [2021-10-02 10:22:33 main:574] : INFO : Epoch 1993 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1997.61 ms [2021-10-02 10:22:35 main:574] : INFO : Epoch 1994 | loss: 0.0312511 | val_loss: 0.0312537 | Time: 1985.68 ms [2021-10-02 10:22:37 main:574] : INFO : Epoch 1995 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1885.89 ms [2021-10-02 10:22:39 main:574] : INFO : Epoch 1996 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1933.54 ms [2021-10-02 10:22:41 main:574] : INFO : Epoch 1997 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1978.01 ms [2021-10-02 10:22:43 main:574] : INFO : Epoch 1998 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1882.08 ms [2021-10-02 10:22:45 main:574] : INFO : Epoch 1999 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1929.1 ms [2021-10-02 10:22:47 main:574] : INFO : Epoch 2000 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1891.35 ms [2021-10-02 10:22:49 main:574] : INFO : Epoch 2001 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1888.29 ms [2021-10-02 10:22:51 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1893.53 ms [2021-10-02 10:22:53 main:574] : INFO : Epoch 2003 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1883.94 ms [2021-10-02 10:22:55 main:574] : INFO : Epoch 2004 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1899.45 ms [2021-10-02 10:22:57 main:574] : INFO : Epoch 2005 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1904.37 ms [2021-10-02 10:22:59 main:574] : INFO : Epoch 2006 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1887.79 ms [2021-10-02 10:23:01 main:574] : INFO : Epoch 2007 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1925.39 ms [2021-10-02 10:23:03 main:574] : INFO : Epoch 2008 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1889.85 ms [2021-10-02 10:23:05 main:574] : INFO : Epoch 2009 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1906.22 ms [2021-10-02 10:23:06 main:574] : INFO : Epoch 2010 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1877.51 ms [2021-10-02 10:23:08 main:574] : INFO : Epoch 2011 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1881.04 ms [2021-10-02 10:23:10 main:574] : INFO : Epoch 2012 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1938.88 ms [2021-10-02 10:23:12 main:574] : INFO : Epoch 2013 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1886.75 ms [2021-10-02 10:23:14 main:574] : INFO : Epoch 2014 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1974.34 ms [2021-10-02 10:23:16 main:574] : INFO : Epoch 2015 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1898.02 ms [2021-10-02 10:23:18 main:574] : INFO : Epoch 2016 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1873.86 ms [2021-10-02 10:23:20 main:574] : INFO : Epoch 2017 | loss: 0.0312501 | val_loss: 0.0312533 | Time: 1967.97 ms [2021-10-02 10:23:22 main:574] : INFO : Epoch 2018 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1909.38 ms [2021-10-02 10:23:24 main:574] : INFO : Epoch 2019 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1924.28 ms [2021-10-02 10:23:26 main:574] : INFO : Epoch 2020 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 1901.14 ms [2021-10-02 10:23:28 main:574] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.03125 | Time: 1873.46 ms [2021-10-02 10:23:30 main:574] : INFO : Epoch 2022 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 1902.29 ms [2021-10-02 10:23:32 main:574] : INFO : Epoch 2023 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1868.77 ms [2021-10-02 10:23:34 main:574] : INFO : Epoch 2024 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 1876.11 ms [2021-10-02 10:23:36 main:574] : INFO : Epoch 2025 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1914.55 ms [2021-10-02 10:23:38 main:574] : INFO : Epoch 2026 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1917.35 ms [2021-10-02 10:23:40 main:574] : INFO : Epoch 2027 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2040.26 ms [2021-10-02 10:23:42 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 2097.72 ms [2021-10-02 10:23:44 main:574] : INFO : Epoch 2029 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1903.16 ms [2021-10-02 10:23:46 main:574] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312532 | Time: 1899.62 ms [2021-10-02 10:23:48 main:574] : INFO : Epoch 2031 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1883.72 ms [2021-10-02 10:23:50 main:574] : INFO : Epoch 2032 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1938.9 ms [2021-10-02 10:23:52 main:574] : INFO : Epoch 2033 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1883.73 ms [2021-10-02 10:23:54 main:574] : INFO : Epoch 2034 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1897.61 ms [2021-10-02 10:23:56 main:574] : INFO : Epoch 2035 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1900.66 ms [2021-10-02 10:23:57 main:574] : INFO : Epoch 2036 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1874.95 ms [2021-10-02 10:23:59 main:574] : INFO : Epoch 2037 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1928.14 ms [2021-10-02 10:24:01 main:574] : INFO : Epoch 2038 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1886.83 ms [2021-10-02 10:24:03 main:574] : INFO : Epoch 2039 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1881.31 ms [2021-10-02 10:24:05 main:574] : INFO : Epoch 2040 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1902.05 ms [2021-10-02 10:24:07 main:574] : INFO : Epoch 2041 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1888.45 ms [2021-10-02 10:24:09 main:574] : INFO : Epoch 2042 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1886.69 ms [2021-10-02 10:24:11 main:574] : INFO : Epoch 2043 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1911.7 ms [2021-10-02 10:24:13 main:574] : INFO : Epoch 2044 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1877.45 ms [2021-10-02 10:24:15 main:574] : INFO : Epoch 2045 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1972.86 ms [2021-10-02 10:24:17 main:574] : INFO : Epoch 2046 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1876.8 ms [2021-10-02 10:24:19 main:574] : INFO : Epoch 2047 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1882.8 ms [2021-10-02 10:24:21 main:574] : INFO : Epoch 2048 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1976.58 ms [2021-10-02 10:24:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312503 [2021-10-02 10:24:21 main:603] : INFO : Saving end state to config to file [2021-10-02 10:24:21 main:608] : INFO : Success, exiting.. 10:24:21 (34712): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)