Task 8888187
| Name | ParityModified-1636227849-2544-1_0 |
| Workunit | 6353040 |
| Created | 12 Nov 2021, 2:54:55 UTC |
| Sent | 19 Nov 2021, 4:40:17 UTC |
| Report deadline | 26 Nov 2021, 4:40:17 UTC |
| Received | 19 Nov 2021, 5:52:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16550 |
| Run time | 1 hours 7 min 42 sec |
| CPU time | 1 hours 6 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.21 GB |
| Peak swap size | 10.50 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1895.82 ms
[2021-11-19 05:35:50 main:581] : INFO : Epoch 1539 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1950.8 ms
[2021-11-19 05:35:51 main:581] : INFO : Epoch 1540 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1920.22 ms
[2021-11-19 05:35:53 main:581] : INFO : Epoch 1541 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1893.45 ms
[2021-11-19 05:35:55 main:581] : INFO : Epoch 1542 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1898.99 ms
[2021-11-19 05:35:57 main:581] : INFO : Epoch 1543 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1898.98 ms
[2021-11-19 05:35:59 main:581] : INFO : Epoch 1544 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 1936.87 ms
[2021-11-19 05:36:01 main:581] : INFO : Epoch 1545 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1918.94 ms
[2021-11-19 05:36:03 main:581] : INFO : Epoch 1546 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1932.74 ms
[2021-11-19 05:36:05 main:581] : INFO : Epoch 1547 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1933.29 ms
[2021-11-19 05:36:07 main:581] : INFO : Epoch 1548 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1907.39 ms
[2021-11-19 05:36:09 main:581] : INFO : Epoch 1549 | loss: 0.031249 | val_loss: 0.0312507 | Time: 1901.06 ms
[2021-11-19 05:36:11 main:581] : INFO : Epoch 1550 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1926.44 ms
[2021-11-19 05:36:12 main:581] : INFO : Epoch 1551 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1893.99 ms
[2021-11-19 05:36:14 main:581] : INFO : Epoch 1552 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1901.09 ms
[2021-11-19 05:36:16 main:581] : INFO : Epoch 1553 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1908.01 ms
[2021-11-19 05:36:18 main:581] : INFO : Epoch 1554 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1901.85 ms
[2021-11-19 05:36:20 main:581] : INFO : Epoch 1555 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1890.66 ms
[2021-11-19 05:36:22 main:581] : INFO : Epoch 1556 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1911.97 ms
[2021-11-19 05:36:24 main:581] : INFO : Epoch 1557 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1910.05 ms
[2021-11-19 05:36:26 main:581] : INFO : Epoch 1558 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1914.34 ms
[2021-11-19 05:36:28 main:581] : INFO : Epoch 1559 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1917.44 ms
[2021-11-19 05:36:30 main:581] : INFO : Epoch 1560 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1920.31 ms
[2021-11-19 05:36:32 main:581] : INFO : Epoch 1561 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1894.9 ms
[2021-11-19 05:36:33 main:581] : INFO : Epoch 1562 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1925.51 ms
[2021-11-19 05:36:35 main:581] : INFO : Epoch 1563 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1936.49 ms
[2021-11-19 05:36:37 main:581] : INFO : Epoch 1564 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1957.93 ms
[2021-11-19 05:36:39 main:581] : INFO : Epoch 1565 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1954.11 ms
[2021-11-19 05:36:41 main:581] : INFO : Epoch 1566 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1922.27 ms
[2021-11-19 05:36:43 main:581] : INFO : Epoch 1567 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1951.86 ms
[2021-11-19 05:36:45 main:581] : INFO : Epoch 1568 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1931.2 ms
[2021-11-19 05:36:47 main:581] : INFO : Epoch 1569 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 1932.39 ms
[2021-11-19 05:36:49 main:581] : INFO : Epoch 1570 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1939.28 ms
[2021-11-19 05:36:51 main:581] : INFO : Epoch 1571 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1917.99 ms
[2021-11-19 05:36:53 main:581] : INFO : Epoch 1572 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1903.26 ms
[2021-11-19 05:36:55 main:581] : INFO : Epoch 1573 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1890.07 ms
[2021-11-19 05:36:57 main:581] : INFO : Epoch 1574 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1915.63 ms
[2021-11-19 05:36:59 main:581] : INFO : Epoch 1575 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1909.8 ms
[2021-11-19 05:37:00 main:581] : INFO : Epoch 1576 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1908.11 ms
[2021-11-19 05:37:02 main:581] : INFO : Epoch 1577 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1889.28 ms
[2021-11-19 05:37:04 main:581] : INFO : Epoch 1578 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1918.02 ms
[2021-11-19 05:37:06 main:581] : INFO : Epoch 1579 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 1923.77 ms
[2021-11-19 05:37:08 main:581] : INFO : Epoch 1580 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 1919.53 ms
[2021-11-19 05:37:10 main:581] : INFO : Epoch 1581 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1889.47 ms
[2021-11-19 05:37:12 main:581] : INFO : Epoch 1582 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1933.44 ms
[2021-11-19 05:37:14 main:581] : INFO : Epoch 1583 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1903.95 ms
[2021-11-19 05:37:16 main:581] : INFO : Epoch 1584 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1883.46 ms
[2021-11-19 05:37:18 main:581] : INFO : Epoch 1585 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1917.72 ms
[2021-11-19 05:37:20 main:581] : INFO : Epoch 1586 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1886.52 ms
[2021-11-19 05:37:21 main:581] : INFO : Epoch 1587 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1893.37 ms
[2021-11-19 05:37:23 main:581] : INFO : Epoch 1588 | loss: 0.0312488 | val_loss: 0.0312499 | Time: 1921.35 ms
[2021-11-19 05:37:25 main:581] : INFO : Epoch 1589 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 1892.11 ms
[2021-11-19 05:37:27 main:581] : INFO : Epoch 1590 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1883.8 ms
[2021-11-19 05:37:29 main:581] : INFO : Epoch 1591 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1914.31 ms
[2021-11-19 05:37:31 main:581] : INFO : Epoch 1592 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1890.26 ms
[2021-11-19 05:37:33 main:581] : INFO : Epoch 1593 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 1921.94 ms
[2021-11-19 05:37:35 main:581] : INFO : Epoch 1594 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1945.44 ms
[2021-11-19 05:37:37 main:581] : INFO : Epoch 1595 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1899.15 ms
[2021-11-19 05:37:39 main:581] : INFO : Epoch 1596 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1936.85 ms
[2021-11-19 05:37:41 main:581] : INFO : Epoch 1597 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1921.03 ms
[2021-11-19 05:37:42 main:581] : INFO : Epoch 1598 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1912.89 ms
[2021-11-19 05:37:44 main:581] : INFO : Epoch 1599 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1915.24 ms
[2021-11-19 05:37:46 main:581] : INFO : Epoch 1600 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1893.44 ms
[2021-11-19 05:37:48 main:581] : INFO : Epoch 1601 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1910.35 ms
[2021-11-19 05:37:50 main:581] : INFO : Epoch 1602 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1918.34 ms
[2021-11-19 05:37:52 main:581] : INFO : Epoch 1603 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1901.48 ms
[2021-11-19 05:37:54 main:581] : INFO : Epoch 1604 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 1898.67 ms
[2021-11-19 05:37:56 main:581] : INFO : Epoch 1605 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 1882.55 ms
[2021-11-19 05:37:58 main:581] : INFO : Epoch 1606 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1898.49 ms
[2021-11-19 05:38:00 main:581] : INFO : Epoch 1607 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1903.3 ms
[2021-11-19 05:38:02 main:581] : INFO : Epoch 1608 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 1927.03 ms
[2021-11-19 05:38:03 main:581] : INFO : Epoch 1609 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1911.86 ms
[2021-11-19 05:38:05 main:581] : INFO : Epoch 1610 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1951.82 ms
[2021-11-19 05:38:07 main:581] : INFO : Epoch 1611 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1886.69 ms
[2021-11-19 05:38:09 main:581] : INFO : Epoch 1612 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1925.77 ms
[2021-11-19 05:38:11 main:581] : INFO : Epoch 1613 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1922.42 ms
[2021-11-19 05:38:13 main:581] : INFO : Epoch 1614 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1902.03 ms
[2021-11-19 05:38:15 main:581] : INFO : Epoch 1615 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1888.09 ms
[2021-11-19 05:38:17 main:581] : INFO : Epoch 1616 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1899.45 ms
[2021-11-19 05:38:19 main:581] : INFO : Epoch 1617 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1909.23 ms
[2021-11-19 05:38:21 main:581] : INFO : Epoch 1618 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1881.42 ms
[2021-11-19 05:38:22 main:581] : INFO : Epoch 1619 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 1884.5 ms
[2021-11-19 05:38:24 main:581] : INFO : Epoch 1620 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1886.28 ms
[2021-11-19 05:38:26 main:581] : INFO : Epoch 1621 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1883.43 ms
[2021-11-19 05:38:28 main:581] : INFO : Epoch 1622 | loss: 0.0312501 | val_loss: 0.0312488 | Time: 1889.98 ms
[2021-11-19 05:38:30 main:581] : INFO : Epoch 1623 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1895.04 ms
[2021-11-19 05:38:32 main:581] : INFO : Epoch 1624 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1879.58 ms
[2021-11-19 05:38:34 main:581] : INFO : Epoch 1625 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1906.9 ms
[2021-11-19 05:38:36 main:581] : INFO : Epoch 1626 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1891.8 ms
[2021-11-19 05:38:38 main:581] : INFO : Epoch 1627 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1922.38 ms
[2021-11-19 05:38:40 main:581] : INFO : Epoch 1628 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1917.58 ms
[2021-11-19 05:38:41 main:581] : INFO : Epoch 1629 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1911.44 ms
[2021-11-19 05:38:43 main:581] : INFO : Epoch 1630 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1926.49 ms
[2021-11-19 05:38:45 main:581] : INFO : Epoch 1631 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1917.23 ms
[2021-11-19 05:38:47 main:581] : INFO : Epoch 1632 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1885.63 ms
[2021-11-19 05:38:49 main:581] : INFO : Epoch 1633 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1904.59 ms
[2021-11-19 05:38:51 main:581] : INFO : Epoch 1634 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1956.47 ms
[2021-11-19 05:38:53 main:581] : INFO : Epoch 1635 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1905.6 ms
[2021-11-19 05:38:55 main:581] : INFO : Epoch 1636 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1898.96 ms
[2021-11-19 05:38:57 main:581] : INFO : Epoch 1637 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1922.83 ms
[2021-11-19 05:38:59 main:581] : INFO : Epoch 1638 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1926.93 ms
[2021-11-19 05:39:01 main:581] : INFO : Epoch 1639 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1914.92 ms
[2021-11-19 05:39:03 main:581] : INFO : Epoch 1640 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1906.47 ms
[2021-11-19 05:39:04 main:581] : INFO : Epoch 1641 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1940.45 ms
[2021-11-19 05:39:06 main:581] : INFO : Epoch 1642 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1902.76 ms
[2021-11-19 05:39:08 main:581] : INFO : Epoch 1643 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1917.89 ms
[2021-11-19 05:39:10 main:581] : INFO : Epoch 1644 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1920.28 ms
[2021-11-19 05:39:12 main:581] : INFO : Epoch 1645 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1895.27 ms
[2021-11-19 05:39:14 main:581] : INFO : Epoch 1646 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1889.14 ms
[2021-11-19 05:39:16 main:581] : INFO : Epoch 1647 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1917.35 ms
[2021-11-19 05:39:18 main:581] : INFO : Epoch 1648 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 1897.83 ms
[2021-11-19 05:39:20 main:581] : INFO : Epoch 1649 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1899.3 ms
[2021-11-19 05:39:22 main:581] : INFO : Epoch 1650 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1900.55 ms
[2021-11-19 05:39:24 main:581] : INFO : Epoch 1651 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1920.72 ms
[2021-11-19 05:39:25 main:581] : INFO : Epoch 1652 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1895.65 ms
[2021-11-19 05:39:27 main:581] : INFO : Epoch 1653 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1884.41 ms
[2021-11-19 05:39:29 main:581] : INFO : Epoch 1654 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1891.31 ms
[2021-11-19 05:39:31 main:581] : INFO : Epoch 1655 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1884.48 ms
[2021-11-19 05:39:33 main:581] : INFO : Epoch 1656 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1873.52 ms
[2021-11-19 05:39:35 main:581] : INFO : Epoch 1657 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1899.51 ms
[2021-11-19 05:39:37 main:581] : INFO : Epoch 1658 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1900.39 ms
[2021-11-19 05:39:39 main:581] : INFO : Epoch 1659 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1901.8 ms
[2021-11-19 05:39:41 main:581] : INFO : Epoch 1660 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1906.47 ms
[2021-11-19 05:39:42 main:581] : INFO : Epoch 1661 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1924.63 ms
[2021-11-19 05:39:44 main:581] : INFO : Epoch 1662 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1927.46 ms
[2021-11-19 05:39:46 main:581] : INFO : Epoch 1663 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1900.14 ms
[2021-11-19 05:39:48 main:581] : INFO : Epoch 1664 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1892.33 ms
[2021-11-19 05:39:50 main:581] : INFO : Epoch 1665 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1899.03 ms
[2021-11-19 05:39:52 main:581] : INFO : Epoch 1666 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1925.33 ms
[2021-11-19 05:39:54 main:581] : INFO : Epoch 1667 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1924.43 ms
[2021-11-19 05:39:56 main:581] : INFO : Epoch 1668 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1923.23 ms
[2021-11-19 05:39:58 main:581] : INFO : Epoch 1669 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1907.89 ms
[2021-11-19 05:40:00 main:581] : INFO : Epoch 1670 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1927.24 ms
[2021-11-19 05:40:02 main:581] : INFO : Epoch 1671 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1937.1 ms
[2021-11-19 05:40:04 main:581] : INFO : Epoch 1672 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1936.37 ms
[2021-11-19 05:40:06 main:581] : INFO : Epoch 1673 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1926.27 ms
[2021-11-19 05:40:07 main:581] : INFO : Epoch 1674 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1902.7 ms
[2021-11-19 05:40:09 main:581] : INFO : Epoch 1675 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1952.93 ms
[2021-11-19 05:40:11 main:581] : INFO : Epoch 1676 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1938.08 ms
[2021-11-19 05:40:13 main:581] : INFO : Epoch 1677 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1905.22 ms
[2021-11-19 05:40:15 main:581] : INFO : Epoch 1678 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1906.22 ms
[2021-11-19 05:40:17 main:581] : INFO : Epoch 1679 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1897.27 ms
[2021-11-19 05:40:19 main:581] : INFO : Epoch 1680 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1893.69 ms
[2021-11-19 05:40:21 main:581] : INFO : Epoch 1681 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1904.31 ms
[2021-11-19 05:40:23 main:581] : INFO : Epoch 1682 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1931.4 ms
[2021-11-19 05:40:25 main:581] : INFO : Epoch 1683 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1916.85 ms
[2021-11-19 05:40:27 main:581] : INFO : Epoch 1684 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1900.51 ms
[2021-11-19 05:40:28 main:581] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1915.16 ms
[2021-11-19 05:40:30 main:581] : INFO : Epoch 1686 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1894.38 ms
[2021-11-19 05:40:32 main:581] : INFO : Epoch 1687 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1908.25 ms
[2021-11-19 05:40:34 main:581] : INFO : Epoch 1688 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1896.29 ms
[2021-11-19 05:40:36 main:581] : INFO : Epoch 1689 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1896.55 ms
[2021-11-19 05:40:38 main:581] : INFO : Epoch 1690 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1901.86 ms
[2021-11-19 05:40:40 main:581] : INFO : Epoch 1691 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1893.05 ms
[2021-11-19 05:40:42 main:581] : INFO : Epoch 1692 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1899.64 ms
[2021-11-19 05:40:44 main:581] : INFO : Epoch 1693 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 1911.03 ms
[2021-11-19 05:40:46 main:581] : INFO : Epoch 1694 | loss: 0.0312506 | val_loss: 0.0312488 | Time: 1897.49 ms
[2021-11-19 05:40:47 main:581] : INFO : Epoch 1695 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1897.18 ms
[2021-11-19 05:40:49 main:581] : INFO : Epoch 1696 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1948.39 ms
[2021-11-19 05:40:51 main:581] : INFO : Epoch 1697 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1897.88 ms
[2021-11-19 05:40:53 main:581] : INFO : Epoch 1698 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1895.51 ms
[2021-11-19 05:40:55 main:581] : INFO : Epoch 1699 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1894.73 ms
[2021-11-19 05:40:57 main:581] : INFO : Epoch 1700 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1974.66 ms
[2021-11-19 05:40:59 main:581] : INFO : Epoch 1701 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1901.6 ms
[2021-11-19 05:41:01 main:581] : INFO : Epoch 1702 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1911.09 ms
[2021-11-19 05:41:03 main:581] : INFO : Epoch 1703 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1922.55 ms
[2021-11-19 05:41:05 main:581] : INFO : Epoch 1704 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1936.28 ms
[2021-11-19 05:41:07 main:581] : INFO : Epoch 1705 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1892 ms
[2021-11-19 05:41:09 main:581] : INFO : Epoch 1706 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1909.41 ms
[2021-11-19 05:41:11 main:581] : INFO : Epoch 1707 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1929.68 ms
[2021-11-19 05:41:12 main:581] : INFO : Epoch 1708 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1910.34 ms
[2021-11-19 05:41:14 main:581] : INFO : Epoch 1709 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1891.24 ms
[2021-11-19 05:41:16 main:581] : INFO : Epoch 1710 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1893.24 ms
[2021-11-19 05:41:18 main:581] : INFO : Epoch 1711 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1891.17 ms
[2021-11-19 05:41:20 main:581] : INFO : Epoch 1712 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1893.61 ms
[2021-11-19 05:41:22 main:581] : INFO : Epoch 1713 | loss: 0.0312506 | val_loss: 0.0312486 | Time: 1906.02 ms
[2021-11-19 05:41:24 main:581] : INFO : Epoch 1714 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1890.1 ms
[2021-11-19 05:41:26 main:581] : INFO : Epoch 1715 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1891.71 ms
[2021-11-19 05:41:28 main:581] : INFO : Epoch 1716 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1904.57 ms
[2021-11-19 05:41:29 main:581] : INFO : Epoch 1717 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1899.23 ms
[2021-11-19 05:41:31 main:581] : INFO : Epoch 1718 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1894.15 ms
[2021-11-19 05:41:33 main:581] : INFO : Epoch 1719 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1911.08 ms
[2021-11-19 05:41:35 main:581] : INFO : Epoch 1720 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1919.39 ms
[2021-11-19 05:41:37 main:581] : INFO : Epoch 1721 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1902.94 ms
[2021-11-19 05:41:39 main:581] : INFO : Epoch 1722 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1927.18 ms
[2021-11-19 05:41:41 main:581] : INFO : Epoch 1723 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 1915.82 ms
[2021-11-19 05:41:43 main:581] : INFO : Epoch 1724 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1931.69 ms
[2021-11-19 05:41:45 main:581] : INFO : Epoch 1725 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1899.06 ms
[2021-11-19 05:41:47 main:581] : INFO : Epoch 1726 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1892.34 ms
[2021-11-19 05:41:49 main:581] : INFO : Epoch 1727 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1915.12 ms
[2021-11-19 05:41:51 main:581] : INFO : Epoch 1728 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1927.66 ms
[2021-11-19 05:41:52 main:581] : INFO : Epoch 1729 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1900.71 ms
[2021-11-19 05:41:54 main:581] : INFO : Epoch 1730 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1892.91 ms
[2021-11-19 05:41:56 main:581] : INFO : Epoch 1731 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1906.37 ms
[2021-11-19 05:41:58 main:581] : INFO : Epoch 1732 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1893.23 ms
[2021-11-19 05:42:00 main:581] : INFO : Epoch 1733 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1905.3 ms
[2021-11-19 05:42:02 main:581] : INFO : Epoch 1734 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1911.29 ms
[2021-11-19 05:42:04 main:581] : INFO : Epoch 1735 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1909.01 ms
[2021-11-19 05:42:06 main:581] : INFO : Epoch 1736 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1917.02 ms
[2021-11-19 05:42:08 main:581] : INFO : Epoch 1737 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1917.88 ms
[2021-11-19 05:42:10 main:581] : INFO : Epoch 1738 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 1926.58 ms
[2021-11-19 05:42:11 main:581] : INFO : Epoch 1739 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1903.98 ms
[2021-11-19 05:42:13 main:581] : INFO : Epoch 1740 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1913.39 ms
[2021-11-19 05:42:15 main:581] : INFO : Epoch 1741 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1892.91 ms
[2021-11-19 05:42:17 main:581] : INFO : Epoch 1742 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1892.81 ms
[2021-11-19 05:42:19 main:581] : INFO : Epoch 1743 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1899.51 ms
[2021-11-19 05:42:21 main:581] : INFO : Epoch 1744 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 1873.98 ms
[2021-11-19 05:42:23 main:581] : INFO : Epoch 1745 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1906.14 ms
[2021-11-19 05:42:25 main:581] : INFO : Epoch 1746 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 1883.87 ms
[2021-11-19 05:42:27 main:581] : INFO : Epoch 1747 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1897.04 ms
[2021-11-19 05:42:29 main:581] : INFO : Epoch 1748 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1891.63 ms
[2021-11-19 05:42:30 main:581] : INFO : Epoch 1749 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1875.16 ms
[2021-11-19 05:42:32 main:581] : INFO : Epoch 1750 | loss: 0.0312491 | val_loss: 0.031251 | Time: 1876.2 ms
[2021-11-19 05:42:34 main:581] : INFO : Epoch 1751 | loss: 0.0312502 | val_loss: 0.0312488 | Time: 1883.45 ms
[2021-11-19 05:42:36 main:581] : INFO : Epoch 1752 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1912.77 ms
[2021-11-19 05:42:38 main:581] : INFO : Epoch 1753 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1900.45 ms
[2021-11-19 05:42:40 main:581] : INFO : Epoch 1754 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1926.85 ms
[2021-11-19 05:42:42 main:581] : INFO : Epoch 1755 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1903.4 ms
[2021-11-19 05:42:44 main:581] : INFO : Epoch 1756 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1903.94 ms
[2021-11-19 05:42:46 main:581] : INFO : Epoch 1757 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1885.08 ms
[2021-11-19 05:42:48 main:581] : INFO : Epoch 1758 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1898.28 ms
[2021-11-19 05:42:49 main:581] : INFO : Epoch 1759 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 1894.91 ms
[2021-11-19 05:42:51 main:581] : INFO : Epoch 1760 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1882.23 ms
[2021-11-19 05:42:53 main:581] : INFO : Epoch 1761 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1904.61 ms
[2021-11-19 05:42:55 main:581] : INFO : Epoch 1762 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1873.7 ms
[2021-11-19 05:42:57 main:581] : INFO : Epoch 1763 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1883.05 ms
[2021-11-19 05:42:59 main:581] : INFO : Epoch 1764 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 1898.14 ms
[2021-11-19 05:43:01 main:581] : INFO : Epoch 1765 | loss: 0.031249 | val_loss: 0.031249 | Time: 1901.97 ms
[2021-11-19 05:43:03 main:581] : INFO : Epoch 1766 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1908.53 ms
[2021-11-19 05:43:05 main:581] : INFO : Epoch 1767 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1953.9 ms
[2021-11-19 05:43:07 main:581] : INFO : Epoch 1768 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1900.54 ms
[2021-11-19 05:43:08 main:581] : INFO : Epoch 1769 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1910.19 ms
[2021-11-19 05:43:10 main:581] : INFO : Epoch 1770 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1917.47 ms
[2021-11-19 05:43:12 main:581] : INFO : Epoch 1771 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1934.8 ms
[2021-11-19 05:43:14 main:581] : INFO : Epoch 1772 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 1897.63 ms
[2021-11-19 05:43:16 main:581] : INFO : Epoch 1773 | loss: 0.0312496 | val_loss: 0.0312539 | Time: 1918.57 ms
[2021-11-19 05:43:18 main:581] : INFO : Epoch 1774 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1892.84 ms
[2021-11-19 05:43:20 main:581] : INFO : Epoch 1775 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1890.32 ms
[2021-11-19 05:43:22 main:581] : INFO : Epoch 1776 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1891.04 ms
[2021-11-19 05:43:24 main:581] : INFO : Epoch 1777 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1871.81 ms
[2021-11-19 05:43:26 main:581] : INFO : Epoch 1778 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1885.37 ms
[2021-11-19 05:43:27 main:581] : INFO : Epoch 1779 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 1880.36 ms
[2021-11-19 05:43:29 main:581] : INFO : Epoch 1780 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1890.98 ms
[2021-11-19 05:43:31 main:581] : INFO : Epoch 1781 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1879.72 ms
[2021-11-19 05:43:33 main:581] : INFO : Epoch 1782 | loss: 0.03125 | val_loss: 0.0312491 | Time: 1889.27 ms
[2021-11-19 05:43:35 main:581] : INFO : Epoch 1783 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1896.35 ms
[2021-11-19 05:43:37 main:581] : INFO : Epoch 1784 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1878.63 ms
[2021-11-19 05:43:39 main:581] : INFO : Epoch 1785 | loss: 0.0312492 | val_loss: 0.0312514 | Time: 1882.44 ms
[2021-11-19 05:43:41 main:581] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1891.2 ms
[2021-11-19 05:43:43 main:581] : INFO : Epoch 1787 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1931.77 ms
[2021-11-19 05:43:44 main:581] : INFO : Epoch 1788 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1890.25 ms
[2021-11-19 05:43:46 main:581] : INFO : Epoch 1789 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1899.69 ms
[2021-11-19 05:43:48 main:581] : INFO : Epoch 1790 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1888.34 ms
[2021-11-19 05:43:50 main:581] : INFO : Epoch 1791 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1961.37 ms
[2021-11-19 05:43:52 main:581] : INFO : Epoch 1792 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 2127.62 ms
[2021-11-19 05:43:54 main:581] : INFO : Epoch 1793 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2048.62 ms
[2021-11-19 05:43:56 main:581] : INFO : Epoch 1794 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1886.22 ms
[2021-11-19 05:43:58 main:581] : INFO : Epoch 1795 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1912.55 ms
[2021-11-19 05:44:00 main:581] : INFO : Epoch 1796 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1906.68 ms
[2021-11-19 05:44:02 main:581] : INFO : Epoch 1797 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1912.66 ms
[2021-11-19 05:44:04 main:581] : INFO : Epoch 1798 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1965.24 ms
[2021-11-19 05:44:06 main:581] : INFO : Epoch 1799 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1956.26 ms
[2021-11-19 05:44:08 main:581] : INFO : Epoch 1800 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1911.04 ms
[2021-11-19 05:44:10 main:581] : INFO : Epoch 1801 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1916.42 ms
[2021-11-19 05:44:12 main:581] : INFO : Epoch 1802 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1919.73 ms
[2021-11-19 05:44:14 main:581] : INFO : Epoch 1803 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1902.44 ms
[2021-11-19 05:44:15 main:581] : INFO : Epoch 1804 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 1897.73 ms
[2021-11-19 05:44:17 main:581] : INFO : Epoch 1805 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1905.09 ms
[2021-11-19 05:44:19 main:581] : INFO : Epoch 1806 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1914.73 ms
[2021-11-19 05:44:21 main:581] : INFO : Epoch 1807 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1955.47 ms
[2021-11-19 05:44:23 main:581] : INFO : Epoch 1808 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1925.65 ms
[2021-11-19 05:44:25 main:581] : INFO : Epoch 1809 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1929.41 ms
[2021-11-19 05:44:27 main:581] : INFO : Epoch 1810 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1930.08 ms
[2021-11-19 05:44:29 main:581] : INFO : Epoch 1811 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1932.15 ms
[2021-11-19 05:44:31 main:581] : INFO : Epoch 1812 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1935.75 ms
[2021-11-19 05:44:33 main:581] : INFO : Epoch 1813 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1926.34 ms
[2021-11-19 05:44:35 main:581] : INFO : Epoch 1814 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1888.2 ms
[2021-11-19 05:44:37 main:581] : INFO : Epoch 1815 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1901.51 ms
[2021-11-19 05:44:39 main:581] : INFO : Epoch 1816 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1918.97 ms
[2021-11-19 05:44:40 main:581] : INFO : Epoch 1817 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1897.05 ms
[2021-11-19 05:44:42 main:581] : INFO : Epoch 1818 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1891.17 ms
[2021-11-19 05:44:44 main:581] : INFO : Epoch 1819 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1928.95 ms
[2021-11-19 05:44:46 main:581] : INFO : Epoch 1820 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1910.95 ms
[2021-11-19 05:44:48 main:581] : INFO : Epoch 1821 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 1903.44 ms
[2021-11-19 05:44:50 main:581] : INFO : Epoch 1822 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1891.48 ms
[2021-11-19 05:44:52 main:581] : INFO : Epoch 1823 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1898.54 ms
[2021-11-19 05:44:54 main:581] : INFO : Epoch 1824 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1887.62 ms
[2021-11-19 05:44:56 main:581] : INFO : Epoch 1825 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1904.5 ms
[2021-11-19 05:44:58 main:581] : INFO : Epoch 1826 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1888.98 ms
[2021-11-19 05:44:59 main:581] : INFO : Epoch 1827 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1906.06 ms
[2021-11-19 05:45:01 main:581] : INFO : Epoch 1828 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 1905.84 ms
[2021-11-19 05:45:03 main:581] : INFO : Epoch 1829 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1894.91 ms
[2021-11-19 05:45:05 main:581] : INFO : Epoch 1830 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1932.96 ms
[2021-11-19 05:45:07 main:581] : INFO : Epoch 1831 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1887.37 ms
[2021-11-19 05:45:09 main:581] : INFO : Epoch 1832 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1913.34 ms
[2021-11-19 05:45:11 main:581] : INFO : Epoch 1833 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1943.48 ms
[2021-11-19 05:45:13 main:581] : INFO : Epoch 1834 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1913.55 ms
[2021-11-19 05:45:15 main:581] : INFO : Epoch 1835 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 1893.17 ms
[2021-11-19 05:45:17 main:581] : INFO : Epoch 1836 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1891.83 ms
[2021-11-19 05:45:19 main:581] : INFO : Epoch 1837 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1907.54 ms
[2021-11-19 05:45:20 main:581] : INFO : Epoch 1838 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1934.84 ms
[2021-11-19 05:45:22 main:581] : INFO : Epoch 1839 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1918.54 ms
[2021-11-19 05:45:24 main:581] : INFO : Epoch 1840 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1907.45 ms
[2021-11-19 05:45:26 main:581] : INFO : Epoch 1841 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 1919.28 ms
[2021-11-19 05:45:28 main:581] : INFO : Epoch 1842 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1922.62 ms
[2021-11-19 05:45:30 main:581] : INFO : Epoch 1843 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1883.18 ms
[2021-11-19 05:45:32 main:581] : INFO : Epoch 1844 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1899.23 ms
[2021-11-19 05:45:34 main:581] : INFO : Epoch 1845 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1902.28 ms
[2021-11-19 05:45:36 main:581] : INFO : Epoch 1846 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1882.15 ms
[2021-11-19 05:45:38 main:581] : INFO : Epoch 1847 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1893.92 ms
[2021-11-19 05:45:39 main:581] : INFO : Epoch 1848 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1899.7 ms
[2021-11-19 05:45:41 main:581] : INFO : Epoch 1849 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1896.92 ms
[2021-11-19 05:45:43 main:581] : INFO : Epoch 1850 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1935.14 ms
[2021-11-19 05:45:45 main:581] : INFO : Epoch 1851 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 1910.5 ms
[2021-11-19 05:45:47 main:581] : INFO : Epoch 1852 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1895.25 ms
[2021-11-19 05:45:49 main:581] : INFO : Epoch 1853 | loss: 0.0312503 | val_loss: 0.031249 | Time: 1942.76 ms
[2021-11-19 05:45:51 main:581] : INFO : Epoch 1854 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1949.12 ms
[2021-11-19 05:45:53 main:581] : INFO : Epoch 1855 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1906.71 ms
[2021-11-19 05:45:55 main:581] : INFO : Epoch 1856 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1912.52 ms
[2021-11-19 05:45:57 main:581] : INFO : Epoch 1857 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 1898.69 ms
[2021-11-19 05:45:59 main:581] : INFO : Epoch 1858 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1905.8 ms
[2021-11-19 05:46:01 main:581] : INFO : Epoch 1859 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1941.71 ms
[2021-11-19 05:46:02 main:581] : INFO : Epoch 1860 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1896.72 ms
[2021-11-19 05:46:04 main:581] : INFO : Epoch 1861 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1932.69 ms
[2021-11-19 05:46:06 main:581] : INFO : Epoch 1862 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1900.84 ms
[2021-11-19 05:46:08 main:581] : INFO : Epoch 1863 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1916.43 ms
[2021-11-19 05:46:10 main:581] : INFO : Epoch 1864 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1921.41 ms
[2021-11-19 05:46:12 main:581] : INFO : Epoch 1865 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1902.71 ms
[2021-11-19 05:46:14 main:581] : INFO : Epoch 1866 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1908.72 ms
[2021-11-19 05:46:16 main:581] : INFO : Epoch 1867 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1890.22 ms
[2021-11-19 05:46:18 main:581] : INFO : Epoch 1868 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1888.94 ms
[2021-11-19 05:46:20 main:581] : INFO : Epoch 1869 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1888 ms
[2021-11-19 05:46:22 main:581] : INFO : Epoch 1870 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1895.5 ms
[2021-11-19 05:46:23 main:581] : INFO : Epoch 1871 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1880.22 ms
[2021-11-19 05:46:25 main:581] : INFO : Epoch 1872 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1874.69 ms
[2021-11-19 05:46:27 main:581] : INFO : Epoch 1873 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1894.78 ms
[2021-11-19 05:46:29 main:581] : INFO : Epoch 1874 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1893.11 ms
[2021-11-19 05:46:31 main:581] : INFO : Epoch 1875 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1881.83 ms
[2021-11-19 05:46:33 main:581] : INFO : Epoch 1876 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1907.81 ms
[2021-11-19 05:46:35 main:581] : INFO : Epoch 1877 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1891.89 ms
[2021-11-19 05:46:37 main:581] : INFO : Epoch 1878 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 1883.63 ms
[2021-11-19 05:46:39 main:581] : INFO : Epoch 1879 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1907.61 ms
[2021-11-19 05:46:40 main:581] : INFO : Epoch 1880 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1910.64 ms
[2021-11-19 05:46:42 main:581] : INFO : Epoch 1881 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1896.18 ms
[2021-11-19 05:46:44 main:581] : INFO : Epoch 1882 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1902.91 ms
[2021-11-19 05:46:46 main:581] : INFO : Epoch 1883 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1907.65 ms
[2021-11-19 05:46:48 main:581] : INFO : Epoch 1884 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1899.36 ms
[2021-11-19 05:46:50 main:581] : INFO : Epoch 1885 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1909.47 ms
[2021-11-19 05:46:52 main:581] : INFO : Epoch 1886 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1887.27 ms
[2021-11-19 05:46:54 main:581] : INFO : Epoch 1887 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1899.22 ms
[2021-11-19 05:46:56 main:581] : INFO : Epoch 1888 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1906.72 ms
[2021-11-19 05:46:58 main:581] : INFO : Epoch 1889 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1900.89 ms
[2021-11-19 05:46:59 main:581] : INFO : Epoch 1890 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1884.32 ms
[2021-11-19 05:47:01 main:581] : INFO : Epoch 1891 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1902.79 ms
[2021-11-19 05:47:03 main:581] : INFO : Epoch 1892 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1901.71 ms
[2021-11-19 05:47:05 main:581] : INFO : Epoch 1893 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1926.48 ms
[2021-11-19 05:47:07 main:581] : INFO : Epoch 1894 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1897.43 ms
[2021-11-19 05:47:09 main:581] : INFO : Epoch 1895 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1903.37 ms
[2021-11-19 05:47:11 main:581] : INFO : Epoch 1896 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1925.1 ms
[2021-11-19 05:47:13 main:581] : INFO : Epoch 1897 | loss: 0.0312486 | val_loss: 0.0312506 | Time: 1901.31 ms
[2021-11-19 05:47:15 main:581] : INFO : Epoch 1898 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1908.01 ms
[2021-11-19 05:47:17 main:581] : INFO : Epoch 1899 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1879.82 ms
[2021-11-19 05:47:18 main:581] : INFO : Epoch 1900 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1889.88 ms
[2021-11-19 05:47:20 main:581] : INFO : Epoch 1901 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1895.21 ms
[2021-11-19 05:47:22 main:581] : INFO : Epoch 1902 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1897.46 ms
[2021-11-19 05:47:24 main:581] : INFO : Epoch 1903 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1886.72 ms
[2021-11-19 05:47:26 main:581] : INFO : Epoch 1904 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1890.91 ms
[2021-11-19 05:47:28 main:581] : INFO : Epoch 1905 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 1876.18 ms
[2021-11-19 05:47:30 main:581] : INFO : Epoch 1906 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1890.72 ms
[2021-11-19 05:47:32 main:581] : INFO : Epoch 1907 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1904.16 ms
[2021-11-19 05:47:34 main:581] : INFO : Epoch 1908 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1907.9 ms
[2021-11-19 05:47:36 main:581] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.0312486 | Time: 1915.15 ms
[2021-11-19 05:47:37 main:581] : INFO : Epoch 1910 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1886.69 ms
[2021-11-19 05:47:39 main:581] : INFO : Epoch 1911 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1929.01 ms
[2021-11-19 05:47:41 main:581] : INFO : Epoch 1912 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1891.66 ms
[2021-11-19 05:47:43 main:581] : INFO : Epoch 1913 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1917.12 ms
[2021-11-19 05:47:45 main:581] : INFO : Epoch 1914 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1888.18 ms
[2021-11-19 05:47:47 main:581] : INFO : Epoch 1915 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1886.18 ms
[2021-11-19 05:47:49 main:581] : INFO : Epoch 1916 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1909.68 ms
[2021-11-19 05:47:51 main:581] : INFO : Epoch 1917 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1910.29 ms
[2021-11-19 05:47:53 main:581] : INFO : Epoch 1918 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1891.88 ms
[2021-11-19 05:47:55 main:581] : INFO : Epoch 1919 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1909.28 ms
[2021-11-19 05:47:56 main:581] : INFO : Epoch 1920 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1903.21 ms
[2021-11-19 05:47:58 main:581] : INFO : Epoch 1921 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1892.14 ms
[2021-11-19 05:48:00 main:581] : INFO : Epoch 1922 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1885.48 ms
[2021-11-19 05:48:02 main:581] : INFO : Epoch 1923 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1928.18 ms
[2021-11-19 05:48:04 main:581] : INFO : Epoch 1924 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1907.16 ms
[2021-11-19 05:48:06 main:581] : INFO : Epoch 1925 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1950.98 ms
[2021-11-19 05:48:08 main:581] : INFO : Epoch 1926 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1906.9 ms
[2021-11-19 05:48:10 main:581] : INFO : Epoch 1927 | loss: 0.03125 | val_loss: 0.03125 | Time: 1899.88 ms
[2021-11-19 05:48:12 main:581] : INFO : Epoch 1928 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1925.29 ms
[2021-11-19 05:48:14 main:581] : INFO : Epoch 1929 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1917.76 ms
[2021-11-19 05:48:16 main:581] : INFO : Epoch 1930 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1896.59 ms
[2021-11-19 05:48:17 main:581] : INFO : Epoch 1931 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1889.37 ms
[2021-11-19 05:48:19 main:581] : INFO : Epoch 1932 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1879.35 ms
[2021-11-19 05:48:21 main:581] : INFO : Epoch 1933 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1881.2 ms
[2021-11-19 05:48:23 main:581] : INFO : Epoch 1934 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1889.24 ms
[2021-11-19 05:48:25 main:581] : INFO : Epoch 1935 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1887.84 ms
[2021-11-19 05:48:27 main:581] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1895.67 ms
[2021-11-19 05:48:29 main:581] : INFO : Epoch 1937 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1901.43 ms
[2021-11-19 05:48:31 main:581] : INFO : Epoch 1938 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1911.63 ms
[2021-11-19 05:48:33 main:581] : INFO : Epoch 1939 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1897.39 ms
[2021-11-19 05:48:35 main:581] : INFO : Epoch 1940 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1899.85 ms
[2021-11-19 05:48:36 main:581] : INFO : Epoch 1941 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1905.3 ms
[2021-11-19 05:48:38 main:581] : INFO : Epoch 1942 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1909.8 ms
[2021-11-19 05:48:40 main:581] : INFO : Epoch 1943 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1906.62 ms
[2021-11-19 05:48:42 main:581] : INFO : Epoch 1944 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1915.84 ms
[2021-11-19 05:48:44 main:581] : INFO : Epoch 1945 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1909.18 ms
[2021-11-19 05:48:46 main:581] : INFO : Epoch 1946 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1919.25 ms
[2021-11-19 05:48:48 main:581] : INFO : Epoch 1947 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1891.69 ms
[2021-11-19 05:48:50 main:581] : INFO : Epoch 1948 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1882.01 ms
[2021-11-19 05:48:52 main:581] : INFO : Epoch 1949 | loss: 0.031249 | val_loss: 0.031249 | Time: 1896.35 ms
[2021-11-19 05:48:54 main:581] : INFO : Epoch 1950 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1895.85 ms
[2021-11-19 05:48:55 main:581] : INFO : Epoch 1951 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1893.7 ms
[2021-11-19 05:48:57 main:581] : INFO : Epoch 1952 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1887.88 ms
[2021-11-19 05:48:59 main:581] : INFO : Epoch 1953 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1888.18 ms
[2021-11-19 05:49:01 main:581] : INFO : Epoch 1954 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 1892.66 ms
[2021-11-19 05:49:03 main:581] : INFO : Epoch 1955 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1898.55 ms
[2021-11-19 05:49:05 main:581] : INFO : Epoch 1956 | loss: 0.0312507 | val_loss: 0.031255 | Time: 1934.08 ms
[2021-11-19 05:49:07 main:581] : INFO : Epoch 1957 | loss: 0.0312541 | val_loss: 0.0312506 | Time: 1895.81 ms
[2021-11-19 05:49:09 main:581] : INFO : Epoch 1958 | loss: 0.0312509 | val_loss: 0.0312531 | Time: 1913.29 ms
[2021-11-19 05:49:11 main:581] : INFO : Epoch 1959 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1919.05 ms
[2021-11-19 05:49:13 main:581] : INFO : Epoch 1960 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1903.56 ms
[2021-11-19 05:49:14 main:581] : INFO : Epoch 1961 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1890.16 ms
[2021-11-19 05:49:16 main:581] : INFO : Epoch 1962 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1909.62 ms
[2021-11-19 05:49:18 main:581] : INFO : Epoch 1963 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1920.78 ms
[2021-11-19 05:49:20 main:581] : INFO : Epoch 1964 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1920.12 ms
[2021-11-19 05:49:22 main:581] : INFO : Epoch 1965 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1894.7 ms
[2021-11-19 05:49:24 main:581] : INFO : Epoch 1966 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 1884.06 ms
[2021-11-19 05:49:26 main:581] : INFO : Epoch 1967 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 1883.25 ms
[2021-11-19 05:49:28 main:581] : INFO : Epoch 1968 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1888.86 ms
[2021-11-19 05:49:30 main:581] : INFO : Epoch 1969 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1884.01 ms
[2021-11-19 05:49:32 main:581] : INFO : Epoch 1970 | loss: 0.0312506 | val_loss: 0.0312532 | Time: 1899.94 ms
[2021-11-19 05:49:33 main:581] : INFO : Epoch 1971 | loss: 0.0312506 | val_loss: 0.0312553 | Time: 1891.32 ms
[2021-11-19 05:49:35 main:581] : INFO : Epoch 1972 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1890.15 ms
[2021-11-19 05:49:37 main:581] : INFO : Epoch 1973 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1885.47 ms
[2021-11-19 05:49:39 main:581] : INFO : Epoch 1974 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1904.92 ms
[2021-11-19 05:49:41 main:581] : INFO : Epoch 1975 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1915.73 ms
[2021-11-19 05:49:43 main:581] : INFO : Epoch 1976 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1915.86 ms
[2021-11-19 05:49:45 main:581] : INFO : Epoch 1977 | loss: 0.03125 | val_loss: 0.0312526 | Time: 1904.13 ms
[2021-11-19 05:49:47 main:581] : INFO : Epoch 1978 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1899.96 ms
[2021-11-19 05:49:49 main:581] : INFO : Epoch 1979 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1905.64 ms
[2021-11-19 05:49:51 main:581] : INFO : Epoch 1980 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 1903.45 ms
[2021-11-19 05:49:52 main:581] : INFO : Epoch 1981 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1892.73 ms
[2021-11-19 05:49:54 main:581] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1889.44 ms
[2021-11-19 05:49:56 main:581] : INFO : Epoch 1983 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1899.92 ms
[2021-11-19 05:49:58 main:581] : INFO : Epoch 1984 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1880.42 ms
[2021-11-19 05:50:00 main:581] : INFO : Epoch 1985 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1896.76 ms
[2021-11-19 05:50:02 main:581] : INFO : Epoch 1986 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1906.17 ms
[2021-11-19 05:50:04 main:581] : INFO : Epoch 1987 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1899.18 ms
[2021-11-19 05:50:06 main:581] : INFO : Epoch 1988 | loss: 0.0312498 | val_loss: 0.0312521 | Time: 1921.17 ms
[2021-11-19 05:50:08 main:581] : INFO : Epoch 1989 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1907.96 ms
[2021-11-19 05:50:10 main:581] : INFO : Epoch 1990 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1893.37 ms
[2021-11-19 05:50:11 main:581] : INFO : Epoch 1991 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1913.54 ms
[2021-11-19 05:50:13 main:581] : INFO : Epoch 1992 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1914.77 ms
[2021-11-19 05:50:15 main:581] : INFO : Epoch 1993 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 1885.37 ms
[2021-11-19 05:50:17 main:581] : INFO : Epoch 1994 | loss: 0.0312503 | val_loss: 0.0312487 | Time: 1893.02 ms
[2021-11-19 05:50:19 main:581] : INFO : Epoch 1995 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1894.37 ms
[2021-11-19 05:50:21 main:581] : INFO : Epoch 1996 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1890.52 ms
[2021-11-19 05:50:23 main:581] : INFO : Epoch 1997 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1887.03 ms
[2021-11-19 05:50:25 main:581] : INFO : Epoch 1998 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1911.1 ms
[2021-11-19 05:50:27 main:581] : INFO : Epoch 1999 | loss: 0.0312501 | val_loss: 0.0312486 | Time: 1881.47 ms
[2021-11-19 05:50:29 main:581] : INFO : Epoch 2000 | loss: 0.0312504 | val_loss: 0.031249 | Time: 1888.57 ms
[2021-11-19 05:50:30 main:581] : INFO : Epoch 2001 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1887.89 ms
[2021-11-19 05:50:32 main:581] : INFO : Epoch 2002 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1902.05 ms
[2021-11-19 05:50:34 main:581] : INFO : Epoch 2003 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1895.43 ms
[2021-11-19 05:50:36 main:581] : INFO : Epoch 2004 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1886.54 ms
[2021-11-19 05:50:38 main:581] : INFO : Epoch 2005 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1901.29 ms
[2021-11-19 05:50:40 main:581] : INFO : Epoch 2006 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1891.36 ms
[2021-11-19 05:50:42 main:581] : INFO : Epoch 2007 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1883.71 ms
[2021-11-19 05:50:44 main:581] : INFO : Epoch 2008 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1898.8 ms
[2021-11-19 05:50:46 main:581] : INFO : Epoch 2009 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1891.17 ms
[2021-11-19 05:50:47 main:581] : INFO : Epoch 2010 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1887.24 ms
[2021-11-19 05:50:49 main:581] : INFO : Epoch 2011 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1968.99 ms
[2021-11-19 05:50:51 main:581] : INFO : Epoch 2012 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1918.81 ms
[2021-11-19 05:50:53 main:581] : INFO : Epoch 2013 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1889.04 ms
[2021-11-19 05:50:55 main:581] : INFO : Epoch 2014 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1904.67 ms
[2021-11-19 05:50:57 main:581] : INFO : Epoch 2015 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1896.56 ms
[2021-11-19 05:50:59 main:581] : INFO : Epoch 2016 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1913.71 ms
[2021-11-19 05:51:01 main:581] : INFO : Epoch 2017 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1896.69 ms
[2021-11-19 05:51:03 main:581] : INFO : Epoch 2018 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1888.19 ms
[2021-11-19 05:51:05 main:581] : INFO : Epoch 2019 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1904.23 ms
[2021-11-19 05:51:07 main:581] : INFO : Epoch 2020 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1890.27 ms
[2021-11-19 05:51:08 main:581] : INFO : Epoch 2021 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1913.27 ms
[2021-11-19 05:51:10 main:581] : INFO : Epoch 2022 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1914.52 ms
[2021-11-19 05:51:12 main:581] : INFO : Epoch 2023 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 1900.57 ms
[2021-11-19 05:51:14 main:581] : INFO : Epoch 2024 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 1910.88 ms
[2021-11-19 05:51:16 main:581] : INFO : Epoch 2025 | loss: 0.031249 | val_loss: 0.031249 | Time: 1901.67 ms
[2021-11-19 05:51:18 main:581] : INFO : Epoch 2026 | loss: 0.0312512 | val_loss: 0.0312494 | Time: 1902.96 ms
[2021-11-19 05:51:20 main:581] : INFO : Epoch 2027 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 1886.36 ms
[2021-11-19 05:51:22 main:581] : INFO : Epoch 2028 | loss: 0.0312545 | val_loss: 0.0312555 | Time: 1884.46 ms
[2021-11-19 05:51:24 main:581] : INFO : Epoch 2029 | loss: 0.0312531 | val_loss: 0.0312504 | Time: 1883 ms
[2021-11-19 05:51:26 main:581] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312487 | Time: 1880.01 ms
[2021-11-19 05:51:27 main:581] : INFO : Epoch 2031 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1887.86 ms
[2021-11-19 05:51:29 main:581] : INFO : Epoch 2032 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1883.02 ms
[2021-11-19 05:51:31 main:581] : INFO : Epoch 2033 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1921.03 ms
[2021-11-19 05:51:33 main:581] : INFO : Epoch 2034 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1898.67 ms
[2021-11-19 05:51:35 main:581] : INFO : Epoch 2035 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 1899.05 ms
[2021-11-19 05:51:37 main:581] : INFO : Epoch 2036 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1891.08 ms
[2021-11-19 05:51:39 main:581] : INFO : Epoch 2037 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1895.14 ms
[2021-11-19 05:51:41 main:581] : INFO : Epoch 2038 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1887.75 ms
[2021-11-19 05:51:43 main:581] : INFO : Epoch 2039 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1920.08 ms
[2021-11-19 05:51:45 main:581] : INFO : Epoch 2040 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1907.42 ms
[2021-11-19 05:51:46 main:581] : INFO : Epoch 2041 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1888.8 ms
[2021-11-19 05:51:48 main:581] : INFO : Epoch 2042 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1903.49 ms
[2021-11-19 05:51:50 main:581] : INFO : Epoch 2043 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1900.33 ms
[2021-11-19 05:51:52 main:581] : INFO : Epoch 2044 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1889.22 ms
[2021-11-19 05:51:54 main:581] : INFO : Epoch 2045 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1884.74 ms
[2021-11-19 05:51:56 main:581] : INFO : Epoch 2046 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1887.34 ms
[2021-11-19 05:51:58 main:581] : INFO : Epoch 2047 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1902.04 ms
[2021-11-19 05:52:00 main:581] : INFO : Epoch 2048 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1923.08 ms
[2021-11-19 05:52:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312487
[2021-11-19 05:52:00 main:610] : INFO : Saving end state to config to file
[2021-11-19 05:52:00 main:615] : INFO : Success, exiting..
05:52:00 (3824): 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)