Task 6283784
| Name | ParityMachine-1627983678-6607-0_0 |
| Workunit | 4070274 |
| Created | 3 Aug 2021, 9:41:21 UTC |
| Sent | 9 Aug 2021, 9:58:56 UTC |
| Report deadline | 17 Aug 2021, 9:58:56 UTC |
| Received | 9 Aug 2021, 20:05:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 2 hours 5 min 10 sec |
| CPU time | 1 hours 53 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,129.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.50 GB |
| Peak swap size | 4.53 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> : 0.0312509 | Time: 2116.79 ms [2021-08-09 14:48:24 main:574] : INFO : Epoch 1542 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1885.66 ms [2021-08-09 14:48:26 main:574] : INFO : Epoch 1543 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1835.5 ms [2021-08-09 14:48:27 main:574] : INFO : Epoch 1544 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1853.02 ms [2021-08-09 14:48:29 main:574] : INFO : Epoch 1545 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2042.01 ms [2021-08-09 14:48:31 main:574] : INFO : Epoch 1546 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1991.62 ms [2021-08-09 14:48:33 main:574] : INFO : Epoch 1547 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 1820.74 ms [2021-08-09 14:48:35 main:574] : INFO : Epoch 1548 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 1791.48 ms [2021-08-09 14:48:37 main:574] : INFO : Epoch 1549 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2071.73 ms [2021-08-09 14:48:39 main:574] : INFO : Epoch 1550 | loss: 0.0312519 | val_loss: 0.0312502 | Time: 2100.63 ms [2021-08-09 14:48:41 main:574] : INFO : Epoch 1551 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1826.49 ms [2021-08-09 14:48:43 main:574] : INFO : Epoch 1552 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1824 ms [2021-08-09 14:48:45 main:574] : INFO : Epoch 1553 | loss: 0.0312515 | val_loss: 0.0312525 | Time: 1970.17 ms [2021-08-09 14:48:47 main:574] : INFO : Epoch 1554 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2086.47 ms [2021-08-09 14:48:49 main:574] : INFO : Epoch 1555 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 1964.07 ms [2021-08-09 14:48:51 main:574] : INFO : Epoch 1556 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1801.73 ms [2021-08-09 14:48:53 main:574] : INFO : Epoch 1557 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1787.45 ms [2021-08-09 14:48:55 main:574] : INFO : Epoch 1558 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2043.25 ms [2021-08-09 14:48:57 main:574] : INFO : Epoch 1559 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1959.16 ms [2021-08-09 14:48:59 main:574] : INFO : Epoch 1560 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1832.32 ms [2021-08-09 14:49:00 main:574] : INFO : Epoch 1561 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1803.29 ms [2021-08-09 14:49:02 main:574] : INFO : Epoch 1562 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2051.13 ms [2021-08-09 14:49:04 main:574] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2091.89 ms [2021-08-09 14:49:06 main:574] : INFO : Epoch 1564 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1869.05 ms [2021-08-09 14:49:08 main:574] : INFO : Epoch 1565 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1801.34 ms [2021-08-09 14:49:10 main:574] : INFO : Epoch 1566 | loss: 0.0312516 | val_loss: 0.0312499 | Time: 1901.06 ms [2021-08-09 14:49:12 main:574] : INFO : Epoch 1567 | loss: 0.0312515 | val_loss: 0.031254 | Time: 2093.12 ms [2021-08-09 14:49:14 main:574] : INFO : Epoch 1568 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 1996.54 ms [2021-08-09 14:49:16 main:574] : INFO : Epoch 1569 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1789.64 ms [2021-08-09 14:49:18 main:574] : INFO : Epoch 1570 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1747.09 ms [2021-08-09 14:49:20 main:574] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2028.85 ms [2021-08-09 14:49:22 main:574] : INFO : Epoch 1572 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2049.82 ms [2021-08-09 14:49:24 main:574] : INFO : Epoch 1573 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1831.29 ms [2021-08-09 14:49:26 main:574] : INFO : Epoch 1574 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1750.76 ms [2021-08-09 14:49:28 main:574] : INFO : Epoch 1575 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2157.88 ms [2021-08-09 14:49:30 main:574] : INFO : Epoch 1576 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2139.45 ms [2021-08-09 14:49:32 main:574] : INFO : Epoch 1577 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1990.6 ms [2021-08-09 14:49:34 main:574] : INFO : Epoch 1578 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1867.58 ms [2021-08-09 14:49:35 main:574] : INFO : Epoch 1579 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1741.9 ms [2021-08-09 14:49:37 main:574] : INFO : Epoch 1580 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2024.04 ms [2021-08-09 14:49:40 main:574] : INFO : Epoch 1581 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2148.1 ms [2021-08-09 14:49:41 main:574] : INFO : Epoch 1582 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 1829.06 ms [2021-08-09 14:49:43 main:574] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1837.93 ms [2021-08-09 14:49:45 main:574] : INFO : Epoch 1584 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1928.67 ms [2021-08-09 14:49:47 main:574] : INFO : Epoch 1585 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2090.74 ms [2021-08-09 14:49:49 main:574] : INFO : Epoch 1586 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2000.85 ms [2021-08-09 14:49:51 main:574] : INFO : Epoch 1587 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1784.78 ms [2021-08-09 14:49:53 main:574] : INFO : Epoch 1588 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1830.95 ms [2021-08-09 14:49:55 main:574] : INFO : Epoch 1589 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2114.14 ms [2021-08-09 14:49:57 main:574] : INFO : Epoch 1590 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2047.14 ms [2021-08-09 14:49:59 main:574] : INFO : Epoch 1591 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1777.41 ms [2021-08-09 14:50:01 main:574] : INFO : Epoch 1592 | loss: 0.0312507 | val_loss: 0.0312535 | Time: 1787.69 ms [2021-08-09 14:50:03 main:574] : INFO : Epoch 1593 | loss: 0.0312523 | val_loss: 0.0312528 | Time: 1990.43 ms [2021-08-09 14:50:05 main:574] : INFO : Epoch 1594 | loss: 0.0312515 | val_loss: 0.0312496 | Time: 2088.71 ms [2021-08-09 14:50:07 main:574] : INFO : Epoch 1595 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1832.61 ms [2021-08-09 14:50:09 main:574] : INFO : Epoch 1596 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1769.94 ms [2021-08-09 14:50:10 main:574] : INFO : Epoch 1597 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1916.25 ms [2021-08-09 14:50:13 main:574] : INFO : Epoch 1598 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2083.27 ms [2021-08-09 14:50:14 main:574] : INFO : Epoch 1599 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1943.84 ms [2021-08-09 14:50:16 main:574] : INFO : Epoch 1600 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1834.22 ms [2021-08-09 14:50:18 main:574] : INFO : Epoch 1601 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1796.84 ms [2021-08-09 14:50:20 main:574] : INFO : Epoch 1602 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2041.1 ms [2021-08-09 14:50:22 main:574] : INFO : Epoch 1603 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1986.4 ms [2021-08-09 14:50:24 main:574] : INFO : Epoch 1604 | loss: 0.0312508 | val_loss: 0.0312528 | Time: 1835.87 ms [2021-08-09 14:50:26 main:574] : INFO : Epoch 1605 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1795.2 ms [2021-08-09 14:50:28 main:574] : INFO : Epoch 1606 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2345.5 ms [2021-08-09 14:50:30 main:574] : INFO : Epoch 1607 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2054.82 ms [2021-08-09 14:50:32 main:574] : INFO : Epoch 1608 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2087.04 ms [2021-08-09 14:50:34 main:574] : INFO : Epoch 1609 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1780.76 ms [2021-08-09 14:50:36 main:574] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1819.49 ms [2021-08-09 14:50:38 main:574] : INFO : Epoch 1611 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2008.89 ms [2021-08-09 14:50:40 main:574] : INFO : Epoch 1612 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 2092.99 ms [2021-08-09 14:50:42 main:574] : INFO : Epoch 1613 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1968.05 ms [2021-08-09 14:50:44 main:574] : INFO : Epoch 1614 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1765.09 ms [2021-08-09 14:50:46 main:574] : INFO : Epoch 1615 | loss: 0.03125 | val_loss: 0.03125 | Time: 1823.58 ms [2021-08-09 14:50:48 main:574] : INFO : Epoch 1616 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2057.28 ms [2021-08-09 14:50:50 main:574] : INFO : Epoch 1617 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1997.53 ms [2021-08-09 14:50:52 main:574] : INFO : Epoch 1618 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1818.4 ms [2021-08-09 14:50:53 main:574] : INFO : Epoch 1619 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1767.77 ms [2021-08-09 14:50:55 main:574] : INFO : Epoch 1620 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2024.81 ms [2021-08-09 14:50:58 main:574] : INFO : Epoch 1621 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2050.97 ms [2021-08-09 14:50:59 main:574] : INFO : Epoch 1622 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1749.84 ms [2021-08-09 14:51:01 main:574] : INFO : Epoch 1623 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1781.62 ms [2021-08-09 14:51:03 main:574] : INFO : Epoch 1624 | loss: 0.0312504 | val_loss: 0.0312516 | Time: 1980.01 ms [2021-08-09 14:51:05 main:574] : INFO : Epoch 1625 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2119.5 ms [2021-08-09 14:51:07 main:574] : INFO : Epoch 1626 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1910.27 ms [2021-08-09 14:51:09 main:574] : INFO : Epoch 1627 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1866.41 ms [2021-08-09 14:51:11 main:574] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1882.54 ms [2021-08-09 14:51:13 main:574] : INFO : Epoch 1629 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2100.95 ms [2021-08-09 14:51:15 main:574] : INFO : Epoch 1630 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1994.57 ms [2021-08-09 14:51:17 main:574] : INFO : Epoch 1631 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1783.82 ms [2021-08-09 14:51:19 main:574] : INFO : Epoch 1632 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1755.58 ms [2021-08-09 14:51:21 main:574] : INFO : Epoch 1633 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2064.43 ms [2021-08-09 14:51:23 main:574] : INFO : Epoch 1634 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 2077.63 ms [2021-08-09 14:51:25 main:574] : INFO : Epoch 1635 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1773.31 ms [2021-08-09 14:51:26 main:574] : INFO : Epoch 1636 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1709.13 ms [2021-08-09 14:51:28 main:574] : INFO : Epoch 1637 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2044.49 ms [2021-08-09 14:51:30 main:574] : INFO : Epoch 1638 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2127.79 ms [2021-08-09 14:51:32 main:574] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1918.08 ms [2021-08-09 14:51:34 main:574] : INFO : Epoch 1640 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 1752.05 ms [2021-08-09 14:51:36 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1884.62 ms [2021-08-09 14:51:38 main:574] : INFO : Epoch 1642 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2085.81 ms [2021-08-09 14:51:40 main:574] : INFO : Epoch 1643 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1958.81 ms [2021-08-09 14:51:42 main:574] : INFO : Epoch 1644 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1859.71 ms [2021-08-09 14:51:44 main:574] : INFO : Epoch 1645 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1832.02 ms [2021-08-09 14:51:46 main:574] : INFO : Epoch 1646 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2066.32 ms [2021-08-09 14:51:48 main:574] : INFO : Epoch 1647 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2081.74 ms [2021-08-09 14:51:50 main:574] : INFO : Epoch 1648 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1749.55 ms [2021-08-09 14:51:51 main:574] : INFO : Epoch 1649 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1743.54 ms [2021-08-09 14:51:53 main:574] : INFO : Epoch 1650 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2005.42 ms [2021-08-09 14:51:56 main:574] : INFO : Epoch 1651 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2096.71 ms [2021-08-09 14:51:57 main:574] : INFO : Epoch 1652 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1828.61 ms [2021-08-09 14:51:59 main:574] : INFO : Epoch 1653 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1815.13 ms [2021-08-09 14:52:01 main:574] : INFO : Epoch 1654 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1912.9 ms [2021-08-09 14:52:03 main:574] : INFO : Epoch 1655 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 2042.87 ms [2021-08-09 14:52:05 main:574] : INFO : Epoch 1656 | loss: 0.0312521 | val_loss: 0.0312498 | Time: 1898.55 ms [2021-08-09 14:52:07 main:574] : INFO : Epoch 1657 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1807.55 ms [2021-08-09 14:52:09 main:574] : INFO : Epoch 1658 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1833.88 ms [2021-08-09 14:52:11 main:574] : INFO : Epoch 1659 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2127.41 ms [2021-08-09 14:52:13 main:574] : INFO : Epoch 1660 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2037.43 ms [2021-08-09 14:52:15 main:574] : INFO : Epoch 1661 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1789.13 ms [2021-08-09 14:52:17 main:574] : INFO : Epoch 1662 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1752.09 ms [2021-08-09 14:52:19 main:574] : INFO : Epoch 1663 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2066.69 ms [2021-08-09 14:52:21 main:574] : INFO : Epoch 1664 | loss: 0.031251 | val_loss: 0.0312517 | Time: 2120.12 ms [2021-08-09 14:52:23 main:574] : INFO : Epoch 1665 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 1794.56 ms [2021-08-09 14:52:24 main:574] : INFO : Epoch 1666 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1705.37 ms [2021-08-09 14:52:26 main:574] : INFO : Epoch 1667 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1930.56 ms [2021-08-09 14:52:28 main:574] : INFO : Epoch 1668 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2065.07 ms [2021-08-09 14:52:30 main:574] : INFO : Epoch 1669 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1804.81 ms [2021-08-09 14:52:32 main:574] : INFO : Epoch 1670 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1767.91 ms [2021-08-09 14:52:34 main:574] : INFO : Epoch 1671 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1963.29 ms [2021-08-09 14:52:36 main:574] : INFO : Epoch 1672 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 2094.85 ms [2021-08-09 14:52:38 main:574] : INFO : Epoch 1673 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1855.21 ms [2021-08-09 14:52:40 main:574] : INFO : Epoch 1674 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1799.12 ms [2021-08-09 14:52:41 main:574] : INFO : Epoch 1675 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1843.81 ms [2021-08-09 14:52:44 main:574] : INFO : Epoch 1676 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2058.29 ms [2021-08-09 14:52:46 main:574] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1990.33 ms [2021-08-09 14:52:47 main:574] : INFO : Epoch 1678 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1730.5 ms [2021-08-09 14:52:49 main:574] : INFO : Epoch 1679 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 1813.89 ms [2021-08-09 14:52:51 main:574] : INFO : Epoch 1680 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 2101.21 ms [2021-08-09 14:52:53 main:574] : INFO : Epoch 1681 | loss: 0.0312516 | val_loss: 0.0312538 | Time: 2024.73 ms [2021-08-09 14:52:55 main:574] : INFO : Epoch 1682 | loss: 0.0312588 | val_loss: 0.0312569 | Time: 1770.48 ms [2021-08-09 14:52:57 main:574] : INFO : Epoch 1683 | loss: 0.0312582 | val_loss: 0.0312566 | Time: 1870.68 ms [2021-08-09 14:52:59 main:574] : INFO : Epoch 1684 | loss: 0.031252 | val_loss: 0.0312509 | Time: 2002.12 ms [2021-08-09 14:53:01 main:574] : INFO : Epoch 1685 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2073.72 ms [2021-08-09 14:53:03 main:574] : INFO : Epoch 1686 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1805.3 ms [2021-08-09 14:53:05 main:574] : INFO : Epoch 1687 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1813.86 ms [2021-08-09 14:53:07 main:574] : INFO : Epoch 1688 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1900.9 ms [2021-08-09 14:53:09 main:574] : INFO : Epoch 1689 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 2066.85 ms [2021-08-09 14:53:11 main:574] : INFO : Epoch 1690 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 1978.24 ms [2021-08-09 14:53:12 main:574] : INFO : Epoch 1691 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1765.61 ms [2021-08-09 14:53:14 main:574] : INFO : Epoch 1692 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1884.79 ms [2021-08-09 14:53:16 main:574] : INFO : Epoch 1693 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2082.38 ms [2021-08-09 14:53:18 main:574] : INFO : Epoch 1694 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2054.52 ms [2021-08-09 14:53:20 main:574] : INFO : Epoch 1695 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1829.46 ms [2021-08-09 14:53:22 main:574] : INFO : Epoch 1696 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1947.9 ms [2021-08-09 14:53:24 main:574] : INFO : Epoch 1697 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1916.73 ms [2021-08-09 14:53:26 main:574] : INFO : Epoch 1698 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2117.22 ms [2021-08-09 14:53:29 main:574] : INFO : Epoch 1699 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2301.38 ms [2021-08-09 14:53:31 main:574] : INFO : Epoch 1700 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2456.41 ms [2021-08-09 14:53:33 main:574] : INFO : Epoch 1701 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1898.14 ms [2021-08-09 14:53:35 main:574] : INFO : Epoch 1702 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1880.79 ms [2021-08-09 14:53:37 main:574] : INFO : Epoch 1703 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1894.01 ms [2021-08-09 14:53:39 main:574] : INFO : Epoch 1704 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2051.53 ms [2021-08-09 14:53:41 main:574] : INFO : Epoch 1705 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1939.67 ms [2021-08-09 14:53:43 main:574] : INFO : Epoch 1706 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1814.78 ms [2021-08-09 14:53:45 main:574] : INFO : Epoch 1707 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1817.06 ms [2021-08-09 14:53:47 main:574] : INFO : Epoch 1708 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 2052.58 ms [2021-08-09 14:53:49 main:574] : INFO : Epoch 1709 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 2124.67 ms [2021-08-09 14:53:51 main:574] : INFO : Epoch 1710 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1859.67 ms [2021-08-09 14:53:52 main:574] : INFO : Epoch 1711 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1811.74 ms [2021-08-09 14:53:54 main:574] : INFO : Epoch 1712 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1963.35 ms [2021-08-09 14:53:56 main:574] : INFO : Epoch 1713 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 2113.45 ms [2021-08-09 14:53:58 main:574] : INFO : Epoch 1714 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1976.19 ms [2021-08-09 14:54:00 main:574] : INFO : Epoch 1715 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1841.01 ms [2021-08-09 14:54:02 main:574] : INFO : Epoch 1716 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1803.95 ms [2021-08-09 14:54:04 main:574] : INFO : Epoch 1717 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 2062.81 ms [2021-08-09 14:54:06 main:574] : INFO : Epoch 1718 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 2084.97 ms [2021-08-09 14:54:08 main:574] : INFO : Epoch 1719 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1809.5 ms [2021-08-09 14:54:10 main:574] : INFO : Epoch 1720 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1828.49 ms [2021-08-09 14:54:12 main:574] : INFO : Epoch 1721 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 1985.98 ms [2021-08-09 14:54:14 main:574] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2097.59 ms [2021-08-09 14:54:16 main:574] : INFO : Epoch 1723 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2047.56 ms [2021-08-09 14:54:18 main:574] : INFO : Epoch 1724 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1806.18 ms [2021-08-09 14:54:20 main:574] : INFO : Epoch 1725 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1787.19 ms [2021-08-09 14:54:22 main:574] : INFO : Epoch 1726 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 2020.05 ms [2021-08-09 14:54:24 main:574] : INFO : Epoch 1727 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2087.32 ms [2021-08-09 14:54:26 main:574] : INFO : Epoch 1728 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1752.37 ms [2021-08-09 14:54:28 main:574] : INFO : Epoch 1729 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1893.55 ms [2021-08-09 14:54:30 main:574] : INFO : Epoch 1730 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1973.87 ms [2021-08-09 14:54:32 main:574] : INFO : Epoch 1731 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2140.58 ms [2021-08-09 14:54:34 main:574] : INFO : Epoch 1732 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1992.75 ms [2021-08-09 14:54:36 main:574] : INFO : Epoch 1733 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1794.14 ms [2021-08-09 14:54:37 main:574] : INFO : Epoch 1734 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1780.19 ms [2021-08-09 14:54:39 main:574] : INFO : Epoch 1735 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2091.54 ms [2021-08-09 14:54:42 main:574] : INFO : Epoch 1736 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 2096.95 ms [2021-08-09 14:54:43 main:574] : INFO : Epoch 1737 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1734.91 ms [2021-08-09 14:54:45 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312538 | Time: 1827.03 ms [2021-08-09 14:54:47 main:574] : INFO : Epoch 1739 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 1953.13 ms [2021-08-09 14:54:49 main:574] : INFO : Epoch 1740 | loss: 0.03125 | val_loss: 0.03125 | Time: 2119.81 ms [2021-08-09 14:54:51 main:574] : INFO : Epoch 1741 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1848.01 ms [2021-08-09 14:54:53 main:574] : INFO : Epoch 1742 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1803.4 ms [2021-08-09 14:54:55 main:574] : INFO : Epoch 1743 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1935.92 ms [2021-08-09 14:54:57 main:574] : INFO : Epoch 1744 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2079.95 ms [2021-08-09 14:54:59 main:574] : INFO : Epoch 1745 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1929.48 ms [2021-08-09 14:55:01 main:574] : INFO : Epoch 1746 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1811.48 ms [2021-08-09 14:55:02 main:574] : INFO : Epoch 1747 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1787.71 ms [2021-08-09 14:55:05 main:574] : INFO : Epoch 1748 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2114.44 ms [2021-08-09 14:55:07 main:574] : INFO : Epoch 1749 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 2039.62 ms [2021-08-09 14:55:08 main:574] : INFO : Epoch 1750 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 1785.65 ms [2021-08-09 14:55:10 main:574] : INFO : Epoch 1751 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1865.12 ms [2021-08-09 14:55:12 main:574] : INFO : Epoch 1752 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 1960.77 ms [2021-08-09 14:55:15 main:574] : INFO : Epoch 1753 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2155.17 ms [2021-08-09 14:55:16 main:574] : INFO : Epoch 1754 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1922.89 ms [2021-08-09 14:55:18 main:574] : INFO : Epoch 1755 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1829.27 ms [2021-08-09 14:55:20 main:574] : INFO : Epoch 1756 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1811.62 ms [2021-08-09 14:55:22 main:574] : INFO : Epoch 1757 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2071.13 ms [2021-08-09 14:55:24 main:574] : INFO : Epoch 1758 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 2040.61 ms [2021-08-09 14:55:26 main:574] : INFO : Epoch 1759 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1849.24 ms [2021-08-09 14:55:28 main:574] : INFO : Epoch 1760 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1830.75 ms [2021-08-09 14:55:30 main:574] : INFO : Epoch 1761 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1986.11 ms [2021-08-09 14:55:32 main:574] : INFO : Epoch 1762 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2083.59 ms [2021-08-09 14:55:34 main:574] : INFO : Epoch 1763 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1850.78 ms [2021-08-09 14:55:36 main:574] : INFO : Epoch 1764 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1785.88 ms [2021-08-09 14:55:38 main:574] : INFO : Epoch 1765 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 1914.72 ms [2021-08-09 14:55:40 main:574] : INFO : Epoch 1766 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2095.18 ms [2021-08-09 14:55:42 main:574] : INFO : Epoch 1767 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1940.4 ms [2021-08-09 14:55:43 main:574] : INFO : Epoch 1768 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1728.86 ms [2021-08-09 14:55:45 main:574] : INFO : Epoch 1769 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1819.9 ms [2021-08-09 14:55:47 main:574] : INFO : Epoch 1770 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2063.17 ms [2021-08-09 14:55:49 main:574] : INFO : Epoch 1771 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2020.57 ms [2021-08-09 14:55:51 main:574] : INFO : Epoch 1772 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1899.73 ms [2021-08-09 14:55:53 main:574] : INFO : Epoch 1773 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1789.05 ms [2021-08-09 14:55:55 main:574] : INFO : Epoch 1774 | loss: 0.031251 | val_loss: 0.0312496 | Time: 1974.7 ms [2021-08-09 14:55:57 main:574] : INFO : Epoch 1775 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2070.89 ms [2021-08-09 14:55:59 main:574] : INFO : Epoch 1776 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 1836.65 ms [2021-08-09 14:56:01 main:574] : INFO : Epoch 1777 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1878.93 ms [2021-08-09 14:56:03 main:574] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1902.69 ms [2021-08-09 14:56:05 main:574] : INFO : Epoch 1779 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2087.73 ms [2021-08-09 14:56:07 main:574] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2022.07 ms [2021-08-09 14:56:09 main:574] : INFO : Epoch 1781 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1872.41 ms [2021-08-09 14:56:11 main:574] : INFO : Epoch 1782 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1737.03 ms [2021-08-09 14:56:13 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2057.71 ms [2021-08-09 14:56:15 main:574] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312526 | Time: 2128.06 ms [2021-08-09 14:56:17 main:574] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1911.24 ms [2021-08-09 14:56:19 main:574] : INFO : Epoch 1786 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1828.88 ms [2021-08-09 14:56:20 main:574] : INFO : Epoch 1787 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1877.83 ms [2021-08-09 14:56:23 main:574] : INFO : Epoch 1788 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2072.76 ms [2021-08-09 14:56:25 main:574] : INFO : Epoch 1789 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1990.34 ms [2021-08-09 14:56:26 main:574] : INFO : Epoch 1790 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1708.08 ms [2021-08-09 14:56:28 main:574] : INFO : Epoch 1791 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1799.46 ms [2021-08-09 14:56:30 main:574] : INFO : Epoch 1792 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2056.61 ms [2021-08-09 14:56:32 main:574] : INFO : Epoch 1793 | loss: 0.0312511 | val_loss: 0.0312554 | Time: 1944.63 ms [2021-08-09 14:56:34 main:574] : INFO : Epoch 1794 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1831.79 ms [2021-08-09 14:56:36 main:574] : INFO : Epoch 1795 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1742.66 ms [2021-08-09 14:56:38 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2103.07 ms [2021-08-09 14:56:40 main:574] : INFO : Epoch 1797 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2038.77 ms [2021-08-09 14:56:42 main:574] : INFO : Epoch 1798 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1808.5 ms [2021-08-09 14:56:43 main:574] : INFO : Epoch 1799 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1830.94 ms [2021-08-09 14:56:45 main:574] : INFO : Epoch 1800 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 1970.28 ms [2021-08-09 14:56:48 main:574] : INFO : Epoch 1801 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2072.48 ms [2021-08-09 14:56:49 main:574] : INFO : Epoch 1802 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1843.03 ms [2021-08-09 14:56:51 main:574] : INFO : Epoch 1803 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1811.79 ms [2021-08-09 14:56:53 main:574] : INFO : Epoch 1804 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 1866.3 ms [2021-08-09 14:56:55 main:574] : INFO : Epoch 1805 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2084.32 ms [2021-08-09 14:56:57 main:574] : INFO : Epoch 1806 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1949.97 ms [2021-08-09 14:56:59 main:574] : INFO : Epoch 1807 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1841.18 ms [2021-08-09 14:57:01 main:574] : INFO : Epoch 1808 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1826.02 ms [2021-08-09 14:57:03 main:574] : INFO : Epoch 1809 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2057.81 ms [2021-08-09 14:57:05 main:574] : INFO : Epoch 1810 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2018.42 ms [2021-08-09 14:57:07 main:574] : INFO : Epoch 1811 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1812.77 ms [2021-08-09 14:57:09 main:574] : INFO : Epoch 1812 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1776.18 ms [2021-08-09 14:57:11 main:574] : INFO : Epoch 1813 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 2024.61 ms [2021-08-09 14:57:13 main:574] : INFO : Epoch 1814 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2113.94 ms [2021-08-09 14:57:15 main:574] : INFO : Epoch 1815 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1903.97 ms [2021-08-09 14:57:16 main:574] : INFO : Epoch 1816 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1780.34 ms [2021-08-09 14:57:18 main:574] : INFO : Epoch 1817 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1887.12 ms [2021-08-09 14:57:20 main:574] : INFO : Epoch 1818 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2111.66 ms [2021-08-09 14:57:22 main:574] : INFO : Epoch 1819 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2013.64 ms [2021-08-09 14:57:24 main:574] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1820.2 ms [2021-08-09 14:57:26 main:574] : INFO : Epoch 1821 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1810.1 ms [2021-08-09 14:57:28 main:574] : INFO : Epoch 1822 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2046.56 ms [2021-08-09 14:57:30 main:574] : INFO : Epoch 1823 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2076.21 ms [2021-08-09 14:57:32 main:574] : INFO : Epoch 1824 | loss: 0.0312497 | val_loss: 0.031252 | Time: 1973.05 ms [2021-08-09 14:57:34 main:574] : INFO : Epoch 1825 | loss: 0.031251 | val_loss: 0.0312516 | Time: 1728.24 ms [2021-08-09 14:57:36 main:574] : INFO : Epoch 1826 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1839.95 ms [2021-08-09 14:57:38 main:574] : INFO : Epoch 1827 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2124.63 ms [2021-08-09 14:57:40 main:574] : INFO : Epoch 1828 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2029.11 ms [2021-08-09 14:57:42 main:574] : INFO : Epoch 1829 | loss: 0.0312517 | val_loss: 0.0312547 | Time: 1782.88 ms [2021-08-09 14:57:44 main:574] : INFO : Epoch 1830 | loss: 0.0312509 | val_loss: 0.0312526 | Time: 1856.45 ms [2021-08-09 14:57:46 main:574] : INFO : Epoch 1831 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 2054.74 ms [2021-08-09 14:57:48 main:574] : INFO : Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2074.51 ms [2021-08-09 14:57:50 main:574] : INFO : Epoch 1833 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1901.63 ms [2021-08-09 14:57:52 main:574] : INFO : Epoch 1834 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1736.19 ms [2021-08-09 14:57:53 main:574] : INFO : Epoch 1835 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1948.66 ms [2021-08-09 14:57:56 main:574] : INFO : Epoch 1836 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2098.5 ms [2021-08-09 14:57:58 main:574] : INFO : Epoch 1837 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2047.01 ms [2021-08-09 14:58:00 main:574] : INFO : Epoch 1838 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1887.07 ms [2021-08-09 14:58:01 main:574] : INFO : Epoch 1839 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1811.41 ms [2021-08-09 14:58:14 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 12234.8 ms [2021-08-09 14:58:16 main:574] : INFO : Epoch 1841 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2008.26 ms [2021-08-09 14:58:18 main:574] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1857.33 ms [2021-08-09 14:58:19 main:574] : INFO : Epoch 1843 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1790.17 ms [2021-08-09 14:58:21 main:574] : INFO : Epoch 1844 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1835.3 ms [2021-08-09 14:58:23 main:574] : INFO : Epoch 1845 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2078.93 ms [2021-08-09 14:58:25 main:574] : INFO : Epoch 1846 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1941.3 ms [2021-08-09 14:58:27 main:574] : INFO : Epoch 1847 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1774.27 ms [2021-08-09 14:58:29 main:574] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.0312528 | Time: 1770.71 ms [2021-08-09 14:58:31 main:574] : INFO : Epoch 1849 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2107.32 ms [2021-08-09 14:58:33 main:574] : INFO : Epoch 1850 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 2101.54 ms [2021-08-09 14:58:35 main:574] : INFO : Epoch 1851 | loss: 0.0312565 | val_loss: 0.0312556 | Time: 1776.28 ms [2021-08-09 14:58:37 main:574] : INFO : Epoch 1852 | loss: 0.0312529 | val_loss: 0.0312504 | Time: 1721.81 ms [2021-08-09 14:58:39 main:574] : INFO : Epoch 1853 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2016.24 ms [2021-08-09 14:58:41 main:574] : INFO : Epoch 1854 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2049.38 ms [2021-08-09 14:58:42 main:574] : INFO : Epoch 1855 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1771.66 ms [2021-08-09 14:58:44 main:574] : INFO : Epoch 1856 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1846.54 ms [2021-08-09 14:58:46 main:574] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1923.66 ms [2021-08-09 14:58:48 main:574] : INFO : Epoch 1858 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2028.39 ms [2021-08-09 14:58:50 main:574] : INFO : Epoch 1859 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1843.07 ms [2021-08-09 14:58:52 main:574] : INFO : Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1749.05 ms [2021-08-09 14:58:54 main:574] : INFO : Epoch 1861 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1926.57 ms [2021-08-09 14:58:56 main:574] : INFO : Epoch 1862 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2079.98 ms [2021-08-09 14:58:58 main:574] : INFO : Epoch 1863 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1918.66 ms [2021-08-09 14:59:00 main:574] : INFO : Epoch 1864 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1799.62 ms [2021-08-09 14:59:01 main:574] : INFO : Epoch 1865 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1840.81 ms [2021-08-09 14:59:04 main:574] : INFO : Epoch 1866 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2079.23 ms [2021-08-09 14:59:06 main:574] : INFO : Epoch 1867 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2004.7 ms [2021-08-09 14:59:07 main:574] : INFO : Epoch 1868 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1793.07 ms [2021-08-09 14:59:09 main:574] : INFO : Epoch 1869 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1811.04 ms [2021-08-09 14:59:11 main:574] : INFO : Epoch 1870 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2020.89 ms [2021-08-09 14:59:13 main:574] : INFO : Epoch 1871 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2094.01 ms [2021-08-09 14:59:16 main:574] : INFO : Epoch 1872 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2253.29 ms [2021-08-09 14:59:17 main:574] : INFO : Epoch 1873 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1712.05 ms [2021-08-09 14:59:19 main:574] : INFO : Epoch 1874 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1770.9 ms [2021-08-09 14:59:21 main:574] : INFO : Epoch 1875 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2072.69 ms [2021-08-09 14:59:23 main:574] : INFO : Epoch 1876 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2115.16 ms [2021-08-09 14:59:25 main:574] : INFO : Epoch 1877 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1776.36 ms [2021-08-09 14:59:27 main:574] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1763.56 ms [2021-08-09 14:59:29 main:574] : INFO : Epoch 1879 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2032.18 ms [2021-08-09 14:59:31 main:574] : INFO : Epoch 1880 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2052.58 ms [2021-08-09 14:59:33 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1819.64 ms [2021-08-09 14:59:35 main:574] : INFO : Epoch 1882 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1734.25 ms [2021-08-09 14:59:37 main:574] : INFO : Epoch 1883 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1985.1 ms [2021-08-09 14:59:39 main:574] : INFO : Epoch 1884 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2096.62 ms [2021-08-09 14:59:41 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1930.57 ms [2021-08-09 14:59:42 main:574] : INFO : Epoch 1886 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1845.13 ms [2021-08-09 14:59:44 main:574] : INFO : Epoch 1887 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1781.72 ms [2021-08-09 14:59:46 main:574] : INFO : Epoch 1888 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2091.71 ms [2021-08-09 14:59:48 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2034.44 ms [2021-08-09 14:59:50 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1835.74 ms [2021-08-09 14:59:52 main:574] : INFO : Epoch 1891 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1771.03 ms [2021-08-09 14:59:54 main:574] : INFO : Epoch 1892 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1994.01 ms [2021-08-09 14:59:56 main:574] : INFO : Epoch 1893 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 2112.88 ms [2021-08-09 14:59:58 main:574] : INFO : Epoch 1894 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1817.46 ms [2021-08-09 15:00:00 main:574] : INFO : Epoch 1895 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1752.18 ms [2021-08-09 15:00:02 main:574] : INFO : Epoch 1896 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1948.62 ms [2021-08-09 15:00:04 main:574] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2080.06 ms [2021-08-09 15:00:06 main:574] : INFO : Epoch 1898 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1926.8 ms [2021-08-09 15:00:08 main:574] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1902 ms [2021-08-09 15:00:10 main:574] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1793.13 ms [2021-08-09 15:00:12 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2099.95 ms [2021-08-09 15:00:14 main:574] : INFO : Epoch 1902 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2131.42 ms [2021-08-09 15:00:16 main:574] : INFO : Epoch 1903 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1967.68 ms [2021-08-09 15:00:18 main:574] : INFO : Epoch 1904 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1769.08 ms [2021-08-09 15:00:19 main:574] : INFO : Epoch 1905 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1870.42 ms [2021-08-09 15:00:22 main:574] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2088.94 ms [2021-08-09 15:00:24 main:574] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 2012.58 ms [2021-08-09 15:00:25 main:574] : INFO : Epoch 1908 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1823.15 ms [2021-08-09 15:00:27 main:574] : INFO : Epoch 1909 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1740.21 ms [2021-08-09 15:00:29 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2040.57 ms [2021-08-09 15:00:31 main:574] : INFO : Epoch 1911 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2088.09 ms [2021-08-09 15:00:33 main:574] : INFO : Epoch 1912 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1798.52 ms [2021-08-09 15:00:35 main:574] : INFO : Epoch 1913 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1748.68 ms [2021-08-09 15:00:37 main:574] : INFO : Epoch 1914 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2009.41 ms [2021-08-09 15:00:39 main:574] : INFO : Epoch 1915 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 2074.78 ms [2021-08-09 15:00:41 main:574] : INFO : Epoch 1916 | loss: 0.0312548 | val_loss: 0.0312538 | Time: 1862.01 ms [2021-08-09 15:00:43 main:574] : INFO : Epoch 1917 | loss: 0.0312516 | val_loss: 0.0312502 | Time: 1734.81 ms [2021-08-09 15:00:45 main:574] : INFO : Epoch 1918 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1931.11 ms [2021-08-09 15:00:47 main:574] : INFO : Epoch 1919 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2075.51 ms [2021-08-09 15:00:49 main:574] : INFO : Epoch 1920 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1898.74 ms [2021-08-09 15:00:50 main:574] : INFO : Epoch 1921 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1732.75 ms [2021-08-09 15:00:52 main:574] : INFO : Epoch 1922 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1867.68 ms [2021-08-09 15:00:54 main:574] : INFO : Epoch 1923 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2111.49 ms [2021-08-09 15:00:56 main:574] : INFO : Epoch 1924 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1917.43 ms [2021-08-09 15:00:58 main:574] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1750.06 ms [2021-08-09 15:01:00 main:574] : INFO : Epoch 1926 | loss: 0.0312517 | val_loss: 0.0312497 | Time: 1823.94 ms [2021-08-09 15:01:02 main:574] : INFO : Epoch 1927 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 2067.98 ms [2021-08-09 15:01:04 main:574] : INFO : Epoch 1928 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1934.84 ms [2021-08-09 15:01:06 main:574] : INFO : Epoch 1929 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1874.19 ms [2021-08-09 15:01:08 main:574] : INFO : Epoch 1930 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1783.51 ms [2021-08-09 15:01:10 main:574] : INFO : Epoch 1931 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 2050.92 ms [2021-08-09 15:01:12 main:574] : INFO : Epoch 1932 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2062.66 ms [2021-08-09 15:01:13 main:574] : INFO : Epoch 1933 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1734.63 ms [2021-08-09 15:01:15 main:574] : INFO : Epoch 1934 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1795.32 ms [2021-08-09 15:01:17 main:574] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1960.8 ms [2021-08-09 15:01:19 main:574] : INFO : Epoch 1936 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 2119.96 ms [2021-08-09 15:01:21 main:574] : INFO : Epoch 1937 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1820.45 ms [2021-08-09 15:01:23 main:574] : INFO : Epoch 1938 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1711.38 ms [2021-08-09 15:01:25 main:574] : INFO : Epoch 1939 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 1924.18 ms [2021-08-09 15:01:27 main:574] : INFO : Epoch 1940 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 2077.11 ms [2021-08-09 15:01:29 main:574] : INFO : Epoch 1941 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1921.72 ms [2021-08-09 15:01:31 main:574] : INFO : Epoch 1942 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 1754.63 ms [2021-08-09 15:01:32 main:574] : INFO : Epoch 1943 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1872.64 ms [2021-08-09 15:01:35 main:574] : INFO : Epoch 1944 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2100.85 ms [2021-08-09 15:01:37 main:574] : INFO : Epoch 1945 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1973.2 ms [2021-08-09 15:01:38 main:574] : INFO : Epoch 1946 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1775.59 ms [2021-08-09 15:01:40 main:574] : INFO : Epoch 1947 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 1786.4 ms [2021-08-09 15:01:42 main:574] : INFO : Epoch 1948 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2041.08 ms [2021-08-09 15:01:44 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2060.42 ms [2021-08-09 15:01:46 main:574] : INFO : Epoch 1950 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1808.73 ms [2021-08-09 15:01:48 main:574] : INFO : Epoch 1951 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1840.56 ms [2021-08-09 15:01:50 main:574] : INFO : Epoch 1952 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1988.53 ms [2021-08-09 15:01:52 main:574] : INFO : Epoch 1953 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2045.08 ms [2021-08-09 15:01:54 main:574] : INFO : Epoch 1954 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1765.74 ms [2021-08-09 15:01:55 main:574] : INFO : Epoch 1955 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1726.36 ms [2021-08-09 15:01:57 main:574] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1983.18 ms [2021-08-09 15:02:00 main:574] : INFO : Epoch 1957 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2074.19 ms [2021-08-09 15:02:01 main:574] : INFO : Epoch 1958 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1869.93 ms [2021-08-09 15:02:03 main:574] : INFO : Epoch 1959 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1695.81 ms [2021-08-09 15:02:05 main:574] : INFO : Epoch 1960 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1898.82 ms [2021-08-09 15:02:07 main:574] : INFO : Epoch 1961 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2117.31 ms [2021-08-09 15:02:09 main:574] : INFO : Epoch 1962 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1950.13 ms [2021-08-09 15:02:11 main:574] : INFO : Epoch 1963 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1824.64 ms [2021-08-09 15:02:13 main:574] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1809.12 ms [2021-08-09 15:02:15 main:574] : INFO : Epoch 1965 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 2077.58 ms [2021-08-09 15:02:17 main:574] : INFO : Epoch 1966 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2029.09 ms [2021-08-09 15:02:19 main:574] : INFO : Epoch 1967 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1843.01 ms [2021-08-09 15:02:21 main:574] : INFO : Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1778.33 ms [2021-08-09 15:02:23 main:574] : INFO : Epoch 1969 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1963 ms [2021-08-09 15:02:25 main:574] : INFO : Epoch 1970 | loss: 0.0312524 | val_loss: 0.0312513 | Time: 2090.3 ms [2021-08-09 15:02:27 main:574] : INFO : Epoch 1971 | loss: 0.0312564 | val_loss: 0.0312544 | Time: 1884.63 ms [2021-08-09 15:02:28 main:574] : INFO : Epoch 1972 | loss: 0.0312533 | val_loss: 0.0312502 | Time: 1827.27 ms [2021-08-09 15:02:30 main:574] : INFO : Epoch 1973 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1880.44 ms [2021-08-09 15:02:32 main:574] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.03125 | Time: 2052.85 ms [2021-08-09 15:02:34 main:574] : INFO : Epoch 1975 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1939.22 ms [2021-08-09 15:02:36 main:574] : INFO : Epoch 1976 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1751.67 ms [2021-08-09 15:02:38 main:574] : INFO : Epoch 1977 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1952.11 ms [2021-08-09 15:02:40 main:574] : INFO : Epoch 1978 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 2128.45 ms [2021-08-09 15:02:42 main:574] : INFO : Epoch 1979 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2170.86 ms [2021-08-09 15:02:44 main:574] : INFO : Epoch 1980 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1890.1 ms [2021-08-09 15:02:46 main:574] : INFO : Epoch 1981 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1836.73 ms [2021-08-09 15:02:48 main:574] : INFO : Epoch 1982 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1850.82 ms [2021-08-09 15:02:50 main:574] : INFO : Epoch 1983 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2063.1 ms [2021-08-09 15:02:52 main:574] : INFO : Epoch 1984 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 1925.91 ms [2021-08-09 15:02:54 main:574] : INFO : Epoch 1985 | loss: 0.0312513 | val_loss: 0.0312495 | Time: 1855.32 ms [2021-08-09 15:02:56 main:574] : INFO : Epoch 1986 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1818.1 ms [2021-08-09 15:02:58 main:574] : INFO : Epoch 1987 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2111.11 ms [2021-08-09 15:03:00 main:574] : INFO : Epoch 1988 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2027.89 ms [2021-08-09 15:03:02 main:574] : INFO : Epoch 1989 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1798.82 ms [2021-08-09 15:03:03 main:574] : INFO : Epoch 1990 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1768.7 ms [2021-08-09 15:03:05 main:574] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2001.6 ms [2021-08-09 15:03:08 main:574] : INFO : Epoch 1992 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2078.9 ms [2021-08-09 15:03:09 main:574] : INFO : Epoch 1993 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1810.44 ms [2021-08-09 15:03:11 main:574] : INFO : Epoch 1994 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1851.46 ms [2021-08-09 15:03:13 main:574] : INFO : Epoch 1995 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1894.3 ms [2021-08-09 15:03:15 main:574] : INFO : Epoch 1996 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2060.03 ms [2021-08-09 15:03:17 main:574] : INFO : Epoch 1997 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1968.71 ms [2021-08-09 15:03:19 main:574] : INFO : Epoch 1998 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1791.85 ms [2021-08-09 15:03:21 main:574] : INFO : Epoch 1999 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1796.78 ms [2021-08-09 15:03:23 main:574] : INFO : Epoch 2000 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2068.84 ms [2021-08-09 15:03:25 main:574] : INFO : Epoch 2001 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2057.53 ms [2021-08-09 15:03:27 main:574] : INFO : Epoch 2002 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1851.49 ms [2021-08-09 15:03:29 main:574] : INFO : Epoch 2003 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1767.45 ms [2021-08-09 15:03:31 main:574] : INFO : Epoch 2004 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1984.33 ms [2021-08-09 15:03:33 main:574] : INFO : Epoch 2005 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2080.31 ms [2021-08-09 15:03:34 main:574] : INFO : Epoch 2006 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1783.47 ms [2021-08-09 15:03:36 main:574] : INFO : Epoch 2007 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1776.03 ms [2021-08-09 15:03:38 main:574] : INFO : Epoch 2008 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1950.43 ms [2021-08-09 15:03:40 main:574] : INFO : Epoch 2009 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2079.18 ms [2021-08-09 15:03:42 main:574] : INFO : Epoch 2010 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1913.56 ms [2021-08-09 15:03:44 main:574] : INFO : Epoch 2011 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1772.18 ms [2021-08-09 15:03:46 main:574] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1895.26 ms [2021-08-09 15:03:48 main:574] : INFO : Epoch 2013 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2069.38 ms [2021-08-09 15:03:50 main:574] : INFO : Epoch 2014 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1965.01 ms [2021-08-09 15:03:52 main:574] : INFO : Epoch 2015 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1766.95 ms [2021-08-09 15:03:54 main:574] : INFO : Epoch 2016 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1766.79 ms [2021-08-09 15:03:56 main:574] : INFO : Epoch 2017 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2070.55 ms [2021-08-09 15:03:58 main:574] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2041.67 ms [2021-08-09 15:03:59 main:574] : INFO : Epoch 2019 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1813.48 ms [2021-08-09 15:04:01 main:574] : INFO : Epoch 2020 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1796.74 ms [2021-08-09 15:04:03 main:574] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2005.52 ms [2021-08-09 15:04:05 main:574] : INFO : Epoch 2022 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2098.96 ms [2021-08-09 15:04:07 main:574] : INFO : Epoch 2023 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1809.55 ms [2021-08-09 15:04:09 main:574] : INFO : Epoch 2024 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1747.36 ms [2021-08-09 15:04:11 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1958.27 ms [2021-08-09 15:04:13 main:574] : INFO : Epoch 2026 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2056.34 ms [2021-08-09 15:04:15 main:574] : INFO : Epoch 2027 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1887.25 ms [2021-08-09 15:04:17 main:574] : INFO : Epoch 2028 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1736.42 ms [2021-08-09 15:04:19 main:574] : INFO : Epoch 2029 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1875.64 ms [2021-08-09 15:04:21 main:574] : INFO : Epoch 2030 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2069.58 ms [2021-08-09 15:04:22 main:574] : INFO : Epoch 2031 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1873.3 ms [2021-08-09 15:04:24 main:574] : INFO : Epoch 2032 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1773.87 ms [2021-08-09 15:04:26 main:574] : INFO : Epoch 2033 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1849.07 ms [2021-08-09 15:04:28 main:574] : INFO : Epoch 2034 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2048.13 ms [2021-08-09 15:04:30 main:574] : INFO : Epoch 2035 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1911.27 ms [2021-08-09 15:04:32 main:574] : INFO : Epoch 2036 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1801.11 ms [2021-08-09 15:04:34 main:574] : INFO : Epoch 2037 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 1798.72 ms [2021-08-09 15:04:36 main:574] : INFO : Epoch 2038 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2087.05 ms [2021-08-09 15:04:38 main:574] : INFO : Epoch 2039 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1984.34 ms [2021-08-09 15:04:40 main:574] : INFO : Epoch 2040 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1757.96 ms [2021-08-09 15:04:41 main:574] : INFO : Epoch 2041 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1780.39 ms [2021-08-09 15:04:43 main:574] : INFO : Epoch 2042 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2126.12 ms [2021-08-09 15:04:46 main:574] : INFO : Epoch 2043 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2130.1 ms [2021-08-09 15:04:47 main:574] : INFO : Epoch 2044 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1824.66 ms [2021-08-09 15:04:49 main:574] : INFO : Epoch 2045 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1797.34 ms [2021-08-09 15:04:51 main:574] : INFO : Epoch 2046 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1941.55 ms [2021-08-09 15:04:53 main:574] : INFO : Epoch 2047 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2049.58 ms [2021-08-09 15:04:55 main:574] : INFO : Epoch 2048 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1894.06 ms [2021-08-09 15:04:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03125 [2021-08-09 15:04:55 main:603] : INFO : Saving end state to config to file [2021-08-09 15:04:55 main:608] : INFO : Success, exiting.. 15:04:55 (76028): 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)