Task 7758267
| Name | ParityModified-1630350317-11684-2_2 |
| Workunit | 5161798 |
| Created | 2 Oct 2021, 2:42:23 UTC |
| Sent | 2 Oct 2021, 18:06:51 UTC |
| Report deadline | 9 Oct 2021, 18:06:51 UTC |
| Received | 3 Oct 2021, 14:11:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15252 |
| Run time | 1 hours 6 min 22 sec |
| CPU time | 1 hours 5 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.16 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 03 14:54:14 main:574] : INFO : Epoch 1542 | loss: 0.0312482 | val_loss: 0.0312499 | Time: 1872.81 ms [2021-10-03 14:54:16 main:574] : INFO : Epoch 1543 | loss: 0.031248 | val_loss: 0.0312495 | Time: 1902.56 ms [2021-10-03 14:54:18 main:574] : INFO : Epoch 1544 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 2012.2 ms [2021-10-03 14:54:20 main:574] : INFO : Epoch 1545 | loss: 0.031248 | val_loss: 0.0312488 | Time: 1900.79 ms [2021-10-03 14:54:22 main:574] : INFO : Epoch 1546 | loss: 0.031248 | val_loss: 0.0312495 | Time: 1979.1 ms [2021-10-03 14:54:24 main:574] : INFO : Epoch 1547 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 1959.03 ms [2021-10-03 14:54:26 main:574] : INFO : Epoch 1548 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1816.17 ms [2021-10-03 14:54:28 main:574] : INFO : Epoch 1549 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1932.19 ms [2021-10-03 14:54:30 main:574] : INFO : Epoch 1550 | loss: 0.0312479 | val_loss: 0.03125 | Time: 1913.31 ms [2021-10-03 14:54:32 main:574] : INFO : Epoch 1551 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 1857.82 ms [2021-10-03 14:54:34 main:574] : INFO : Epoch 1552 | loss: 0.0312477 | val_loss: 0.0312494 | Time: 1929.79 ms [2021-10-03 14:54:36 main:574] : INFO : Epoch 1553 | loss: 0.0312479 | val_loss: 0.031251 | Time: 1964.38 ms [2021-10-03 14:54:37 main:574] : INFO : Epoch 1554 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 1815.73 ms [2021-10-03 14:54:39 main:574] : INFO : Epoch 1555 | loss: 0.031248 | val_loss: 0.0312505 | Time: 1938.48 ms [2021-10-03 14:54:41 main:574] : INFO : Epoch 1556 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1930.07 ms [2021-10-03 14:54:43 main:574] : INFO : Epoch 1557 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1924.04 ms [2021-10-03 14:54:45 main:574] : INFO : Epoch 1558 | loss: 0.031248 | val_loss: 0.0312491 | Time: 1875.4 ms [2021-10-03 14:54:47 main:574] : INFO : Epoch 1559 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 1864.44 ms [2021-10-03 14:54:49 main:574] : INFO : Epoch 1560 | loss: 0.0312479 | val_loss: 0.0312495 | Time: 1958.63 ms [2021-10-03 14:54:51 main:574] : INFO : Epoch 1561 | loss: 0.031248 | val_loss: 0.031249 | Time: 1864.41 ms [2021-10-03 14:54:53 main:574] : INFO : Epoch 1562 | loss: 0.031248 | val_loss: 0.031249 | Time: 1905.83 ms [2021-10-03 14:54:55 main:574] : INFO : Epoch 1563 | loss: 0.0312477 | val_loss: 0.0312493 | Time: 1920.35 ms [2021-10-03 14:54:57 main:574] : INFO : Epoch 1564 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 1946.2 ms [2021-10-03 14:54:59 main:574] : INFO : Epoch 1565 | loss: 0.0312478 | val_loss: 0.0312504 | Time: 1967.83 ms [2021-10-03 14:55:01 main:574] : INFO : Epoch 1566 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 1908.57 ms [2021-10-03 14:55:03 main:574] : INFO : Epoch 1567 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 1988.23 ms [2021-10-03 14:55:04 main:574] : INFO : Epoch 1568 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1890.98 ms [2021-10-03 14:55:06 main:574] : INFO : Epoch 1569 | loss: 0.0312482 | val_loss: 0.03125 | Time: 1977.18 ms [2021-10-03 14:55:08 main:574] : INFO : Epoch 1570 | loss: 0.0312476 | val_loss: 0.0312504 | Time: 1962.17 ms [2021-10-03 14:55:10 main:574] : INFO : Epoch 1571 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 1923.13 ms [2021-10-03 14:55:12 main:574] : INFO : Epoch 1572 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1917.26 ms [2021-10-03 14:55:14 main:574] : INFO : Epoch 1573 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 1927.04 ms [2021-10-03 14:55:16 main:574] : INFO : Epoch 1574 | loss: 0.031248 | val_loss: 0.0312495 | Time: 1895.77 ms [2021-10-03 14:55:18 main:574] : INFO : Epoch 1575 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 1998.88 ms [2021-10-03 14:55:20 main:574] : INFO : Epoch 1576 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1987.3 ms [2021-10-03 14:55:22 main:574] : INFO : Epoch 1577 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1950.19 ms [2021-10-03 14:55:24 main:574] : INFO : Epoch 1578 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 2032.93 ms [2021-10-03 14:55:26 main:574] : INFO : Epoch 1579 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1826.92 ms [2021-10-03 14:55:28 main:574] : INFO : Epoch 1580 | loss: 0.0312479 | val_loss: 0.0312494 | Time: 1973.63 ms [2021-10-03 14:55:30 main:574] : INFO : Epoch 1581 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1969.42 ms [2021-10-03 14:55:32 main:574] : INFO : Epoch 1582 | loss: 0.031248 | val_loss: 0.0312491 | Time: 1951.18 ms [2021-10-03 14:55:34 main:574] : INFO : Epoch 1583 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 1944.41 ms [2021-10-03 14:55:36 main:574] : INFO : Epoch 1584 | loss: 0.0312504 | val_loss: 0.0312559 | Time: 1903.58 ms [2021-10-03 14:55:38 main:574] : INFO : Epoch 1585 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1987.98 ms [2021-10-03 14:55:40 main:574] : INFO : Epoch 1586 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 1912.93 ms [2021-10-03 14:55:42 main:574] : INFO : Epoch 1587 | loss: 0.0312481 | val_loss: 0.0312499 | Time: 1937.76 ms [2021-10-03 14:55:44 main:574] : INFO : Epoch 1588 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 1943.93 ms [2021-10-03 14:55:46 main:574] : INFO : Epoch 1589 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1967.04 ms [2021-10-03 14:55:47 main:574] : INFO : Epoch 1590 | loss: 0.0312483 | val_loss: 0.0312504 | Time: 1925.35 ms [2021-10-03 14:55:49 main:574] : INFO : Epoch 1591 | loss: 0.031249 | val_loss: 0.03125 | Time: 1912.29 ms [2021-10-03 14:55:51 main:574] : INFO : Epoch 1592 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1955.2 ms [2021-10-03 14:55:53 main:574] : INFO : Epoch 1593 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1961.89 ms [2021-10-03 14:55:55 main:574] : INFO : Epoch 1594 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1872.74 ms [2021-10-03 14:55:57 main:574] : INFO : Epoch 1595 | loss: 0.0312481 | val_loss: 0.0312505 | Time: 1938.52 ms [2021-10-03 14:55:59 main:574] : INFO : Epoch 1596 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 1860.21 ms [2021-10-03 14:56:01 main:574] : INFO : Epoch 1597 | loss: 0.0312479 | val_loss: 0.031249 | Time: 1947.65 ms [2021-10-03 14:56:03 main:574] : INFO : Epoch 1598 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 1959.57 ms [2021-10-03 14:56:05 main:574] : INFO : Epoch 1599 | loss: 0.0312482 | val_loss: 0.0312521 | Time: 1881.23 ms [2021-10-03 14:56:07 main:574] : INFO : Epoch 1600 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1999.34 ms [2021-10-03 14:56:09 main:574] : INFO : Epoch 1601 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1892 ms [2021-10-03 14:56:11 main:574] : INFO : Epoch 1602 | loss: 0.0312477 | val_loss: 0.0312496 | Time: 1951.17 ms [2021-10-03 14:56:13 main:574] : INFO : Epoch 1603 | loss: 0.0312481 | val_loss: 0.0312506 | Time: 1975.06 ms [2021-10-03 14:56:15 main:574] : INFO : Epoch 1604 | loss: 0.031248 | val_loss: 0.0312495 | Time: 1901.15 ms [2021-10-03 14:56:16 main:574] : INFO : Epoch 1605 | loss: 0.0312478 | val_loss: 0.0312505 | Time: 1901.29 ms [2021-10-03 14:56:18 main:574] : INFO : Epoch 1606 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1864.55 ms [2021-10-03 14:56:20 main:574] : INFO : Epoch 1607 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1918.5 ms [2021-10-03 14:56:22 main:574] : INFO : Epoch 1608 | loss: 0.031248 | val_loss: 0.0312493 | Time: 1966.35 ms [2021-10-03 14:56:24 main:574] : INFO : Epoch 1609 | loss: 0.0312484 | val_loss: 0.031249 | Time: 1934.47 ms [2021-10-03 14:56:26 main:574] : INFO : Epoch 1610 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1925.49 ms [2021-10-03 14:56:28 main:574] : INFO : Epoch 1611 | loss: 0.0312481 | val_loss: 0.0312507 | Time: 1946.46 ms [2021-10-03 14:56:30 main:574] : INFO : Epoch 1612 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1919.4 ms [2021-10-03 14:56:32 main:574] : INFO : Epoch 1613 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1928.27 ms [2021-10-03 14:56:34 main:574] : INFO : Epoch 1614 | loss: 0.031249 | val_loss: 0.0312515 | Time: 1946.82 ms [2021-10-03 14:56:36 main:574] : INFO : Epoch 1615 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1980.75 ms [2021-10-03 14:56:38 main:574] : INFO : Epoch 1616 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1914.05 ms [2021-10-03 14:56:40 main:574] : INFO : Epoch 1617 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1925.08 ms [2021-10-03 14:56:42 main:574] : INFO : Epoch 1618 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1840.41 ms [2021-10-03 14:56:44 main:574] : INFO : Epoch 1619 | loss: 0.0312478 | val_loss: 0.031249 | Time: 1979.87 ms [2021-10-03 14:56:45 main:574] : INFO : Epoch 1620 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 1903.02 ms [2021-10-03 14:56:47 main:574] : INFO : Epoch 1621 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 2000.23 ms [2021-10-03 14:56:49 main:574] : INFO : Epoch 1622 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 1895.34 ms [2021-10-03 14:56:51 main:574] : INFO : Epoch 1623 | loss: 0.031248 | val_loss: 0.0312491 | Time: 1985.42 ms [2021-10-03 14:56:53 main:574] : INFO : Epoch 1624 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 1931.9 ms [2021-10-03 14:56:55 main:574] : INFO : Epoch 1625 | loss: 0.031248 | val_loss: 0.031251 | Time: 1964.6 ms [2021-10-03 14:56:57 main:574] : INFO : Epoch 1626 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 1999.03 ms [2021-10-03 14:56:59 main:574] : INFO : Epoch 1627 | loss: 0.0312477 | val_loss: 0.0312498 | Time: 1876.46 ms [2021-10-03 14:57:01 main:574] : INFO : Epoch 1628 | loss: 0.0312482 | val_loss: 0.0312504 | Time: 1863.05 ms [2021-10-03 14:57:03 main:574] : INFO : Epoch 1629 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 1865.62 ms [2021-10-03 14:57:05 main:574] : INFO : Epoch 1630 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1925.31 ms [2021-10-03 14:57:07 main:574] : INFO : Epoch 1631 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 1969.79 ms [2021-10-03 14:57:09 main:574] : INFO : Epoch 1632 | loss: 0.031248 | val_loss: 0.0312507 | Time: 1935.15 ms [2021-10-03 14:57:11 main:574] : INFO : Epoch 1633 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1932.84 ms [2021-10-03 14:57:13 main:574] : INFO : Epoch 1634 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 2010.4 ms [2021-10-03 14:57:15 main:574] : INFO : Epoch 1635 | loss: 0.0312479 | val_loss: 0.0312494 | Time: 1937.04 ms [2021-10-03 14:57:17 main:574] : INFO : Epoch 1636 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 1958.44 ms [2021-10-03 14:57:19 main:574] : INFO : Epoch 1637 | loss: 0.031248 | val_loss: 0.0312491 | Time: 2039.77 ms [2021-10-03 14:57:21 main:574] : INFO : Epoch 1638 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1925.83 ms [2021-10-03 14:57:23 main:574] : INFO : Epoch 1639 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 2003.46 ms [2021-10-03 14:57:25 main:574] : INFO : Epoch 1640 | loss: 0.0312482 | val_loss: 0.031249 | Time: 1954.74 ms [2021-10-03 14:57:27 main:574] : INFO : Epoch 1641 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1927.86 ms [2021-10-03 14:57:28 main:574] : INFO : Epoch 1642 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 1902.89 ms [2021-10-03 14:57:30 main:574] : INFO : Epoch 1643 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 1900.47 ms [2021-10-03 14:57:32 main:574] : INFO : Epoch 1644 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 1909.69 ms [2021-10-03 14:57:34 main:574] : INFO : Epoch 1645 | loss: 0.0312482 | val_loss: 0.0312513 | Time: 1960.2 ms [2021-10-03 14:57:36 main:574] : INFO : Epoch 1646 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 1962.71 ms [2021-10-03 14:57:38 main:574] : INFO : Epoch 1647 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1888.45 ms [2021-10-03 14:57:40 main:574] : INFO : Epoch 1648 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1954.73 ms [2021-10-03 14:57:42 main:574] : INFO : Epoch 1649 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 2003.62 ms [2021-10-03 14:57:44 main:574] : INFO : Epoch 1650 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 1887.92 ms [2021-10-03 14:57:46 main:574] : INFO : Epoch 1651 | loss: 0.0312479 | val_loss: 0.0312509 | Time: 1905.26 ms [2021-10-03 14:57:48 main:574] : INFO : Epoch 1652 | loss: 0.0312488 | val_loss: 0.0312507 | Time: 1866.2 ms [2021-10-03 14:57:50 main:574] : INFO : Epoch 1653 | loss: 0.0312483 | val_loss: 0.0312502 | Time: 1905.84 ms [2021-10-03 14:57:52 main:574] : INFO : Epoch 1654 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1915.96 ms [2021-10-03 14:57:54 main:574] : INFO : Epoch 1655 | loss: 0.031248 | val_loss: 0.0312494 | Time: 1938.7 ms [2021-10-03 14:57:55 main:574] : INFO : Epoch 1656 | loss: 0.0312477 | val_loss: 0.0312489 | Time: 1896.32 ms [2021-10-03 14:57:57 main:574] : INFO : Epoch 1657 | loss: 0.031248 | val_loss: 0.031249 | Time: 1879.01 ms [2021-10-03 14:57:59 main:574] : INFO : Epoch 1658 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1927.93 ms [2021-10-03 14:58:01 main:574] : INFO : Epoch 1659 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1880.58 ms [2021-10-03 14:58:03 main:574] : INFO : Epoch 1660 | loss: 0.0312483 | val_loss: 0.03125 | Time: 1910.21 ms [2021-10-03 14:58:05 main:574] : INFO : Epoch 1661 | loss: 0.031248 | val_loss: 0.031249 | Time: 1861.96 ms [2021-10-03 14:58:07 main:574] : INFO : Epoch 1662 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1952.42 ms [2021-10-03 14:58:09 main:574] : INFO : Epoch 1663 | loss: 0.0312488 | val_loss: 0.0312524 | Time: 1916.68 ms [2021-10-03 14:58:11 main:574] : INFO : Epoch 1664 | loss: 0.0312521 | val_loss: 0.0312508 | Time: 1905.95 ms [2021-10-03 14:58:13 main:574] : INFO : Epoch 1665 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1962.1 ms [2021-10-03 14:58:15 main:574] : INFO : Epoch 1666 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 1934.33 ms [2021-10-03 14:58:17 main:574] : INFO : Epoch 1667 | loss: 0.0312484 | val_loss: 0.0312505 | Time: 1943.42 ms [2021-10-03 14:58:19 main:574] : INFO : Epoch 1668 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 1981.78 ms [2021-10-03 14:58:20 main:574] : INFO : Epoch 1669 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 1853.49 ms [2021-10-03 14:58:22 main:574] : INFO : Epoch 1670 | loss: 0.0312482 | val_loss: 0.0312501 | Time: 1875.06 ms [2021-10-03 14:58:24 main:574] : INFO : Epoch 1671 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1941.35 ms [2021-10-03 14:58:26 main:574] : INFO : Epoch 1672 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1913.61 ms [2021-10-03 14:58:28 main:574] : INFO : Epoch 1673 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1877.95 ms [2021-10-03 14:58:30 main:574] : INFO : Epoch 1674 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1966.32 ms [2021-10-03 14:58:32 main:574] : INFO : Epoch 1675 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1935.82 ms [2021-10-03 14:58:34 main:574] : INFO : Epoch 1676 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 1919.99 ms [2021-10-03 14:58:36 main:574] : INFO : Epoch 1677 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 1997.05 ms [2021-10-03 14:58:38 main:574] : INFO : Epoch 1678 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1912.34 ms [2021-10-03 14:58:40 main:574] : INFO : Epoch 1679 | loss: 0.0312478 | val_loss: 0.0312495 | Time: 1975.28 ms [2021-10-03 14:58:42 main:574] : INFO : Epoch 1680 | loss: 0.0312485 | val_loss: 0.0312542 | Time: 1942.86 ms [2021-10-03 14:58:44 main:574] : INFO : Epoch 1681 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1996.49 ms [2021-10-03 14:58:46 main:574] : INFO : Epoch 1682 | loss: 0.0312481 | val_loss: 0.0312505 | Time: 1986.63 ms [2021-10-03 14:58:48 main:574] : INFO : Epoch 1683 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1990.9 ms [2021-10-03 14:58:50 main:574] : INFO : Epoch 1684 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 1898.32 ms [2021-10-03 14:58:52 main:574] : INFO : Epoch 1685 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 1950.62 ms [2021-10-03 14:58:54 main:574] : INFO : Epoch 1686 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 1932.45 ms [2021-10-03 14:58:56 main:574] : INFO : Epoch 1687 | loss: 0.0312477 | val_loss: 0.0312497 | Time: 1906.49 ms [2021-10-03 14:58:57 main:574] : INFO : Epoch 1688 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1966.68 ms [2021-10-03 14:58:59 main:574] : INFO : Epoch 1689 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1884.75 ms [2021-10-03 14:59:01 main:574] : INFO : Epoch 1690 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1926.37 ms [2021-10-03 14:59:03 main:574] : INFO : Epoch 1691 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 1910.29 ms [2021-10-03 14:59:05 main:574] : INFO : Epoch 1692 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 1917.37 ms [2021-10-03 14:59:07 main:574] : INFO : Epoch 1693 | loss: 0.031248 | val_loss: 0.0312492 | Time: 1926.17 ms [2021-10-03 14:59:09 main:574] : INFO : Epoch 1694 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 1955.73 ms [2021-10-03 14:59:11 main:574] : INFO : Epoch 1695 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 1929.73 ms [2021-10-03 14:59:13 main:574] : INFO : Epoch 1696 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 1916.63 ms [2021-10-03 14:59:15 main:574] : INFO : Epoch 1697 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1962.38 ms [2021-10-03 14:59:17 main:574] : INFO : Epoch 1698 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1954.85 ms [2021-10-03 14:59:19 main:574] : INFO : Epoch 1699 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1982.18 ms [2021-10-03 14:59:21 main:574] : INFO : Epoch 1700 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1990.95 ms [2021-10-03 14:59:23 main:574] : INFO : Epoch 1701 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 2016.89 ms [2021-10-03 14:59:25 main:574] : INFO : Epoch 1702 | loss: 0.0312478 | val_loss: 0.0312497 | Time: 1955.6 ms [2021-10-03 14:59:27 main:574] : INFO : Epoch 1703 | loss: 0.031248 | val_loss: 0.0312492 | Time: 1920.48 ms [2021-10-03 14:59:29 main:574] : INFO : Epoch 1704 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1992.05 ms [2021-10-03 14:59:31 main:574] : INFO : Epoch 1705 | loss: 0.0312479 | val_loss: 0.0312497 | Time: 2018.71 ms [2021-10-03 14:59:33 main:574] : INFO : Epoch 1706 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 1988.3 ms [2021-10-03 14:59:35 main:574] : INFO : Epoch 1707 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 1960.9 ms [2021-10-03 14:59:37 main:574] : INFO : Epoch 1708 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 2004.44 ms [2021-10-03 14:59:39 main:574] : INFO : Epoch 1709 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1839.46 ms [2021-10-03 14:59:41 main:574] : INFO : Epoch 1710 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1984.89 ms [2021-10-03 14:59:43 main:574] : INFO : Epoch 1711 | loss: 0.031248 | val_loss: 0.0312489 | Time: 2011.81 ms [2021-10-03 14:59:45 main:574] : INFO : Epoch 1712 | loss: 0.0312479 | val_loss: 0.0312497 | Time: 1899.61 ms [2021-10-03 14:59:46 main:574] : INFO : Epoch 1713 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 1959.75 ms [2021-10-03 14:59:48 main:574] : INFO : Epoch 1714 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 1880.93 ms [2021-10-03 14:59:50 main:574] : INFO : Epoch 1715 | loss: 0.031248 | val_loss: 0.0312492 | Time: 1957.94 ms [2021-10-03 14:59:52 main:574] : INFO : Epoch 1716 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 1933.46 ms [2021-10-03 14:59:54 main:574] : INFO : Epoch 1717 | loss: 0.031248 | val_loss: 0.0312491 | Time: 1966.79 ms [2021-10-03 14:59:56 main:574] : INFO : Epoch 1718 | loss: 0.031248 | val_loss: 0.0312496 | Time: 1884.78 ms [2021-10-03 14:59:58 main:574] : INFO : Epoch 1719 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 1962.83 ms [2021-10-03 15:00:00 main:574] : INFO : Epoch 1720 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1820.97 ms [2021-10-03 15:00:02 main:574] : INFO : Epoch 1721 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1954.97 ms [2021-10-03 15:00:04 main:574] : INFO : Epoch 1722 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1953.23 ms [2021-10-03 15:00:06 main:574] : INFO : Epoch 1723 | loss: 0.0312513 | val_loss: 0.031251 | Time: 1939.23 ms [2021-10-03 15:00:08 main:574] : INFO : Epoch 1724 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1897.63 ms [2021-10-03 15:00:10 main:574] : INFO : Epoch 1725 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1963.35 ms [2021-10-03 15:00:12 main:574] : INFO : Epoch 1726 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1968.49 ms [2021-10-03 15:00:14 main:574] : INFO : Epoch 1727 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 1957.3 ms [2021-10-03 15:00:16 main:574] : INFO : Epoch 1728 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 2036.18 ms [2021-10-03 15:00:18 main:574] : INFO : Epoch 1729 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1896.87 ms [2021-10-03 15:00:20 main:574] : INFO : Epoch 1730 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 2013.39 ms [2021-10-03 15:00:22 main:574] : INFO : Epoch 1731 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1917.15 ms [2021-10-03 15:00:24 main:574] : INFO : Epoch 1732 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2022.14 ms [2021-10-03 15:00:25 main:574] : INFO : Epoch 1733 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 1898.32 ms [2021-10-03 15:00:27 main:574] : INFO : Epoch 1734 | loss: 0.031248 | val_loss: 0.0312502 | Time: 1955.86 ms [2021-10-03 15:00:29 main:574] : INFO : Epoch 1735 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 1877.89 ms [2021-10-03 15:00:31 main:574] : INFO : Epoch 1736 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 1853.06 ms [2021-10-03 15:00:33 main:574] : INFO : Epoch 1737 | loss: 0.0312479 | val_loss: 0.031249 | Time: 1957.63 ms [2021-10-03 15:00:35 main:574] : INFO : Epoch 1738 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1977.76 ms [2021-10-03 15:00:37 main:574] : INFO : Epoch 1739 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1883.58 ms [2021-10-03 15:00:39 main:574] : INFO : Epoch 1740 | loss: 0.0312488 | val_loss: 0.0312515 | Time: 1879.53 ms [2021-10-03 15:00:41 main:574] : INFO : Epoch 1741 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1942.13 ms [2021-10-03 15:00:43 main:574] : INFO : Epoch 1742 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1858.58 ms [2021-10-03 15:00:45 main:574] : INFO : Epoch 1743 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1949.17 ms [2021-10-03 15:00:47 main:574] : INFO : Epoch 1744 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1955.36 ms [2021-10-03 15:00:49 main:574] : INFO : Epoch 1745 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1982.7 ms [2021-10-03 15:00:51 main:574] : INFO : Epoch 1746 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1956.03 ms [2021-10-03 15:00:52 main:574] : INFO : Epoch 1747 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1844.61 ms [2021-10-03 15:00:54 main:574] : INFO : Epoch 1748 | loss: 0.0312477 | val_loss: 0.0312493 | Time: 1920.79 ms [2021-10-03 15:00:56 main:574] : INFO : Epoch 1749 | loss: 0.031248 | val_loss: 0.0312496 | Time: 1973.64 ms [2021-10-03 15:00:58 main:574] : INFO : Epoch 1750 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1972.79 ms [2021-10-03 15:01:00 main:574] : INFO : Epoch 1751 | loss: 0.0312478 | val_loss: 0.0312495 | Time: 1957.34 ms [2021-10-03 15:01:02 main:574] : INFO : Epoch 1752 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1965.09 ms [2021-10-03 15:01:04 main:574] : INFO : Epoch 1753 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 1934.96 ms [2021-10-03 15:01:06 main:574] : INFO : Epoch 1754 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 1924.81 ms [2021-10-03 15:01:08 main:574] : INFO : Epoch 1755 | loss: 0.0312482 | val_loss: 0.0312522 | Time: 1971.65 ms [2021-10-03 15:01:10 main:574] : INFO : Epoch 1756 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1967.86 ms [2021-10-03 15:01:12 main:574] : INFO : Epoch 1757 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 1936.6 ms [2021-10-03 15:01:14 main:574] : INFO : Epoch 1758 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1944.82 ms [2021-10-03 15:01:16 main:574] : INFO : Epoch 1759 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 1874.84 ms [2021-10-03 15:01:18 main:574] : INFO : Epoch 1760 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1954.17 ms [2021-10-03 15:01:20 main:574] : INFO : Epoch 1761 | loss: 0.0312482 | val_loss: 0.0312503 | Time: 1950.28 ms [2021-10-03 15:01:22 main:574] : INFO : Epoch 1762 | loss: 0.0312479 | val_loss: 0.0312494 | Time: 1949.29 ms [2021-10-03 15:01:24 main:574] : INFO : Epoch 1763 | loss: 0.0312484 | val_loss: 0.031249 | Time: 1944.63 ms [2021-10-03 15:01:26 main:574] : INFO : Epoch 1764 | loss: 0.0312483 | val_loss: 0.0312506 | Time: 1941.01 ms [2021-10-03 15:01:28 main:574] : INFO : Epoch 1765 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1906.26 ms [2021-10-03 15:01:29 main:574] : INFO : Epoch 1766 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1910.6 ms [2021-10-03 15:01:31 main:574] : INFO : Epoch 1767 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1929.45 ms [2021-10-03 15:01:33 main:574] : INFO : Epoch 1768 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 1989.75 ms [2021-10-03 15:01:35 main:574] : INFO : Epoch 1769 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1971.93 ms [2021-10-03 15:01:37 main:574] : INFO : Epoch 1770 | loss: 0.031248 | val_loss: 0.0312498 | Time: 1916.1 ms [2021-10-03 15:01:39 main:574] : INFO : Epoch 1771 | loss: 0.0312487 | val_loss: 0.031251 | Time: 1938.87 ms [2021-10-03 15:01:41 main:574] : INFO : Epoch 1772 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1942.4 ms [2021-10-03 15:01:43 main:574] : INFO : Epoch 1773 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1904.03 ms [2021-10-03 15:01:45 main:574] : INFO : Epoch 1774 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1942.59 ms [2021-10-03 15:01:47 main:574] : INFO : Epoch 1775 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1986.75 ms [2021-10-03 15:01:49 main:574] : INFO : Epoch 1776 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 1933.96 ms [2021-10-03 15:01:51 main:574] : INFO : Epoch 1777 | loss: 0.0312477 | val_loss: 0.0312491 | Time: 1917.65 ms [2021-10-03 15:01:53 main:574] : INFO : Epoch 1778 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1906.39 ms [2021-10-03 15:01:55 main:574] : INFO : Epoch 1779 | loss: 0.0312484 | val_loss: 0.0312532 | Time: 1982.95 ms [2021-10-03 15:01:57 main:574] : INFO : Epoch 1780 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 1959.91 ms [2021-10-03 15:01:59 main:574] : INFO : Epoch 1781 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1896.95 ms [2021-10-03 15:02:01 main:574] : INFO : Epoch 1782 | loss: 0.0312483 | val_loss: 0.031249 | Time: 1897.59 ms [2021-10-03 15:02:03 main:574] : INFO : Epoch 1783 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1895.3 ms [2021-10-03 15:02:05 main:574] : INFO : Epoch 1784 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1985.65 ms [2021-10-03 15:02:06 main:574] : INFO : Epoch 1785 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1964.66 ms [2021-10-03 15:02:08 main:574] : INFO : Epoch 1786 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1910.82 ms [2021-10-03 15:02:10 main:574] : INFO : Epoch 1787 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1881.97 ms [2021-10-03 15:02:12 main:574] : INFO : Epoch 1788 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1910.89 ms [2021-10-03 15:02:14 main:574] : INFO : Epoch 1789 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1957.68 ms [2021-10-03 15:02:16 main:574] : INFO : Epoch 1790 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 1956.59 ms [2021-10-03 15:02:18 main:574] : INFO : Epoch 1791 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 1907.72 ms [2021-10-03 15:02:20 main:574] : INFO : Epoch 1792 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1860.08 ms [2021-10-03 15:02:22 main:574] : INFO : Epoch 1793 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1871.48 ms [2021-10-03 15:02:24 main:574] : INFO : Epoch 1794 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1955.88 ms [2021-10-03 15:02:26 main:574] : INFO : Epoch 1795 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 1941.45 ms [2021-10-03 15:02:28 main:574] : INFO : Epoch 1796 | loss: 0.0312483 | val_loss: 0.031249 | Time: 1924.3 ms [2021-10-03 15:02:30 main:574] : INFO : Epoch 1797 | loss: 0.0312484 | val_loss: 0.0312522 | Time: 2001.31 ms [2021-10-03 15:02:32 main:574] : INFO : Epoch 1798 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1886.57 ms [2021-10-03 15:02:33 main:574] : INFO : Epoch 1799 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1913.73 ms [2021-10-03 15:02:35 main:574] : INFO : Epoch 1800 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1892.86 ms [2021-10-03 15:02:37 main:574] : INFO : Epoch 1801 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1853.96 ms [2021-10-03 15:02:39 main:574] : INFO : Epoch 1802 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1980.66 ms [2021-10-03 15:02:41 main:574] : INFO : Epoch 1803 | loss: 0.0312482 | val_loss: 0.0312499 | Time: 1891.54 ms [2021-10-03 15:02:43 main:574] : INFO : Epoch 1804 | loss: 0.0312482 | val_loss: 0.0312501 | Time: 1947.4 ms [2021-10-03 15:02:45 main:574] : INFO : Epoch 1805 | loss: 0.0312488 | val_loss: 0.0312512 | Time: 1979.05 ms [2021-10-03 15:02:47 main:574] : INFO : Epoch 1806 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1965.65 ms [2021-10-03 15:02:49 main:574] : INFO : Epoch 1807 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1920.19 ms [2021-10-03 15:02:51 main:574] : INFO : Epoch 1808 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1925.46 ms [2021-10-03 15:02:53 main:574] : INFO : Epoch 1809 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1906.68 ms [2021-10-03 15:02:55 main:574] : INFO : Epoch 1810 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 1900.04 ms [2021-10-03 15:02:57 main:574] : INFO : Epoch 1811 | loss: 0.0312479 | val_loss: 0.0312494 | Time: 1964.88 ms [2021-10-03 15:02:59 main:574] : INFO : Epoch 1812 | loss: 0.031248 | val_loss: 0.0312501 | Time: 1938.52 ms [2021-10-03 15:03:01 main:574] : INFO : Epoch 1813 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1886.16 ms [2021-10-03 15:03:02 main:574] : INFO : Epoch 1814 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1870.71 ms [2021-10-03 15:03:04 main:574] : INFO : Epoch 1815 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 1873.26 ms [2021-10-03 15:03:06 main:574] : INFO : Epoch 1816 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 1948.94 ms [2021-10-03 15:03:08 main:574] : INFO : Epoch 1817 | loss: 0.0312479 | val_loss: 0.0312512 | Time: 1924.4 ms [2021-10-03 15:03:10 main:574] : INFO : Epoch 1818 | loss: 0.0312478 | val_loss: 0.0312497 | Time: 1912.23 ms [2021-10-03 15:03:12 main:574] : INFO : Epoch 1819 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 1881.94 ms [2021-10-03 15:03:14 main:574] : INFO : Epoch 1820 | loss: 0.0312486 | val_loss: 0.031249 | Time: 2023.35 ms [2021-10-03 15:03:16 main:574] : INFO : Epoch 1821 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1900.87 ms [2021-10-03 15:03:18 main:574] : INFO : Epoch 1822 | loss: 0.0312479 | val_loss: 0.0312504 | Time: 1944.03 ms [2021-10-03 15:03:20 main:574] : INFO : Epoch 1823 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 1921.68 ms [2021-10-03 15:03:22 main:574] : INFO : Epoch 1824 | loss: 0.0312486 | val_loss: 0.0312505 | Time: 1932.64 ms [2021-10-03 15:03:24 main:574] : INFO : Epoch 1825 | loss: 0.031248 | val_loss: 0.031249 | Time: 1921.75 ms [2021-10-03 15:03:26 main:574] : INFO : Epoch 1826 | loss: 0.0312488 | val_loss: 0.0312514 | Time: 1962.77 ms [2021-10-03 15:03:28 main:574] : INFO : Epoch 1827 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 1913.66 ms [2021-10-03 15:03:30 main:574] : INFO : Epoch 1828 | loss: 0.0312486 | val_loss: 0.0312549 | Time: 1994.13 ms [2021-10-03 15:03:31 main:574] : INFO : Epoch 1829 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 1903.17 ms [2021-10-03 15:03:33 main:574] : INFO : Epoch 1830 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1923.29 ms [2021-10-03 15:03:35 main:574] : INFO : Epoch 1831 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1917.7 ms [2021-10-03 15:03:37 main:574] : INFO : Epoch 1832 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 1947.52 ms [2021-10-03 15:03:39 main:574] : INFO : Epoch 1833 | loss: 0.0312479 | val_loss: 0.0312495 | Time: 1922.75 ms [2021-10-03 15:03:41 main:574] : INFO : Epoch 1834 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 1910.4 ms [2021-10-03 15:03:43 main:574] : INFO : Epoch 1835 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1936.28 ms [2021-10-03 15:03:45 main:574] : INFO : Epoch 1836 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 1962.62 ms [2021-10-03 15:03:47 main:574] : INFO : Epoch 1837 | loss: 0.0312479 | val_loss: 0.031249 | Time: 1964.43 ms [2021-10-03 15:03:49 main:574] : INFO : Epoch 1838 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 2005.5 ms [2021-10-03 15:03:51 main:574] : INFO : Epoch 1839 | loss: 0.031248 | val_loss: 0.0312492 | Time: 1989.32 ms [2021-10-03 15:03:53 main:574] : INFO : Epoch 1840 | loss: 0.0312487 | val_loss: 0.0312509 | Time: 2008.02 ms [2021-10-03 15:03:55 main:574] : INFO : Epoch 1841 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1902.39 ms [2021-10-03 15:03:57 main:574] : INFO : Epoch 1842 | loss: 0.0312482 | val_loss: 0.0312503 | Time: 1941.56 ms [2021-10-03 15:03:59 main:574] : INFO : Epoch 1843 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 1918.74 ms [2021-10-03 15:04:01 main:574] : INFO : Epoch 1844 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 1943.22 ms [2021-10-03 15:04:03 main:574] : INFO : Epoch 1845 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1937.98 ms [2021-10-03 15:04:05 main:574] : INFO : Epoch 1846 | loss: 0.031248 | val_loss: 0.031249 | Time: 1959.02 ms [2021-10-03 15:04:07 main:574] : INFO : Epoch 1847 | loss: 0.031248 | val_loss: 0.031249 | Time: 1896.16 ms [2021-10-03 15:04:09 main:574] : INFO : Epoch 1848 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 1921.87 ms [2021-10-03 15:04:10 main:574] : INFO : Epoch 1849 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1929.44 ms [2021-10-03 15:04:12 main:574] : INFO : Epoch 1850 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 1966.26 ms [2021-10-03 15:04:14 main:574] : INFO : Epoch 1851 | loss: 0.0312477 | val_loss: 0.0312515 | Time: 1924.59 ms [2021-10-03 15:04:16 main:574] : INFO : Epoch 1852 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1912.14 ms [2021-10-03 15:04:18 main:574] : INFO : Epoch 1853 | loss: 0.0312479 | val_loss: 0.0312495 | Time: 1964.89 ms [2021-10-03 15:04:20 main:574] : INFO : Epoch 1854 | loss: 0.0312482 | val_loss: 0.031249 | Time: 1937.84 ms [2021-10-03 15:04:22 main:574] : INFO : Epoch 1855 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 2041.21 ms [2021-10-03 15:04:24 main:574] : INFO : Epoch 1856 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1951.09 ms [2021-10-03 15:04:26 main:574] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 1954.07 ms [2021-10-03 15:04:28 main:574] : INFO : Epoch 1858 | loss: 0.0312478 | val_loss: 0.0312503 | Time: 1878.04 ms [2021-10-03 15:04:30 main:574] : INFO : Epoch 1859 | loss: 0.0312487 | val_loss: 0.0312509 | Time: 1910.42 ms [2021-10-03 15:04:32 main:574] : INFO : Epoch 1860 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1916.41 ms [2021-10-03 15:04:34 main:574] : INFO : Epoch 1861 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 1901.44 ms [2021-10-03 15:04:36 main:574] : INFO : Epoch 1862 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1911.09 ms [2021-10-03 15:04:38 main:574] : INFO : Epoch 1863 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1889.71 ms [2021-10-03 15:04:40 main:574] : INFO : Epoch 1864 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1956.15 ms [2021-10-03 15:04:42 main:574] : INFO : Epoch 1865 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 1916.14 ms [2021-10-03 15:04:43 main:574] : INFO : Epoch 1866 | loss: 0.0312481 | val_loss: 0.0312512 | Time: 1952.61 ms [2021-10-03 15:04:46 main:574] : INFO : Epoch 1867 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2025.92 ms [2021-10-03 15:04:47 main:574] : INFO : Epoch 1868 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1956.56 ms [2021-10-03 15:04:49 main:574] : INFO : Epoch 1869 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1946.63 ms [2021-10-03 15:04:51 main:574] : INFO : Epoch 1870 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1958.76 ms [2021-10-03 15:04:53 main:574] : INFO : Epoch 1871 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1948.95 ms [2021-10-03 15:04:55 main:574] : INFO : Epoch 1872 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 1915.96 ms [2021-10-03 15:04:57 main:574] : INFO : Epoch 1873 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1964.08 ms [2021-10-03 15:04:59 main:574] : INFO : Epoch 1874 | loss: 0.031248 | val_loss: 0.0312498 | Time: 1907.33 ms [2021-10-03 15:05:01 main:574] : INFO : Epoch 1875 | loss: 0.031248 | val_loss: 0.0312491 | Time: 1911.91 ms [2021-10-03 15:05:03 main:574] : INFO : Epoch 1876 | loss: 0.0312481 | val_loss: 0.0312518 | Time: 1974.98 ms [2021-10-03 15:05:05 main:574] : INFO : Epoch 1877 | loss: 0.0312482 | val_loss: 0.0312501 | Time: 1954.82 ms [2021-10-03 15:05:07 main:574] : INFO : Epoch 1878 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1933.51 ms [2021-10-03 15:05:09 main:574] : INFO : Epoch 1879 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 1925.17 ms [2021-10-03 15:05:11 main:574] : INFO : Epoch 1880 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 1942.59 ms [2021-10-03 15:05:13 main:574] : INFO : Epoch 1881 | loss: 0.0312484 | val_loss: 0.031249 | Time: 1852.96 ms [2021-10-03 15:05:15 main:574] : INFO : Epoch 1882 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 1970.85 ms [2021-10-03 15:05:17 main:574] : INFO : Epoch 1883 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1930.72 ms [2021-10-03 15:05:18 main:574] : INFO : Epoch 1884 | loss: 0.0312478 | val_loss: 0.0312509 | Time: 1830.12 ms [2021-10-03 15:05:20 main:574] : INFO : Epoch 1885 | loss: 0.031249 | val_loss: 0.0312503 | Time: 1906.86 ms [2021-10-03 15:05:22 main:574] : INFO : Epoch 1886 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1869.56 ms [2021-10-03 15:05:24 main:574] : INFO : Epoch 1887 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 1977.62 ms [2021-10-03 15:05:26 main:574] : INFO : Epoch 1888 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 2026.26 ms [2021-10-03 15:05:28 main:574] : INFO : Epoch 1889 | loss: 0.0312483 | val_loss: 0.0312503 | Time: 1933.17 ms [2021-10-03 15:05:30 main:574] : INFO : Epoch 1890 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1932.94 ms [2021-10-03 15:05:32 main:574] : INFO : Epoch 1891 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 1905.36 ms [2021-10-03 15:05:34 main:574] : INFO : Epoch 1892 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 1846.95 ms [2021-10-03 15:05:36 main:574] : INFO : Epoch 1893 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1999.63 ms [2021-10-03 15:05:38 main:574] : INFO : Epoch 1894 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 1974.56 ms [2021-10-03 15:05:40 main:574] : INFO : Epoch 1895 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 1969.68 ms [2021-10-03 15:05:42 main:574] : INFO : Epoch 1896 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1911.38 ms [2021-10-03 15:05:44 main:574] : INFO : Epoch 1897 | loss: 0.031248 | val_loss: 0.0312493 | Time: 1829.73 ms [2021-10-03 15:05:46 main:574] : INFO : Epoch 1898 | loss: 0.0312478 | val_loss: 0.031249 | Time: 1958.92 ms [2021-10-03 15:05:48 main:574] : INFO : Epoch 1899 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 1880 ms [2021-10-03 15:05:50 main:574] : INFO : Epoch 1900 | loss: 0.0312481 | val_loss: 0.0312513 | Time: 1983.89 ms [2021-10-03 15:05:51 main:574] : INFO : Epoch 1901 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 1959.4 ms [2021-10-03 15:05:53 main:574] : INFO : Epoch 1902 | loss: 0.0312486 | val_loss: 0.0312511 | Time: 1966.16 ms [2021-10-03 15:05:55 main:574] : INFO : Epoch 1903 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1902.13 ms [2021-10-03 15:05:57 main:574] : INFO : Epoch 1904 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1924.88 ms [2021-10-03 15:05:59 main:574] : INFO : Epoch 1905 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1893.7 ms [2021-10-03 15:06:01 main:574] : INFO : Epoch 1906 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 1877.37 ms [2021-10-03 15:06:03 main:574] : INFO : Epoch 1907 | loss: 0.0312477 | val_loss: 0.0312494 | Time: 1932.01 ms [2021-10-03 15:06:05 main:574] : INFO : Epoch 1908 | loss: 0.0312477 | val_loss: 0.031249 | Time: 1989.57 ms [2021-10-03 15:06:07 main:574] : INFO : Epoch 1909 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 1980.33 ms [2021-10-03 15:06:09 main:574] : INFO : Epoch 1910 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1962.78 ms [2021-10-03 15:06:11 main:574] : INFO : Epoch 1911 | loss: 0.0312482 | val_loss: 0.03125 | Time: 1906.57 ms [2021-10-03 15:06:13 main:574] : INFO : Epoch 1912 | loss: 0.0312487 | val_loss: 0.031251 | Time: 1955.35 ms [2021-10-03 15:06:15 main:574] : INFO : Epoch 1913 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1941.43 ms [2021-10-03 15:06:17 main:574] : INFO : Epoch 1914 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1902.03 ms [2021-10-03 15:06:19 main:574] : INFO : Epoch 1915 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1925.32 ms [2021-10-03 15:06:21 main:574] : INFO : Epoch 1916 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1918.02 ms [2021-10-03 15:06:22 main:574] : INFO : Epoch 1917 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1880.34 ms [2021-10-03 15:06:24 main:574] : INFO : Epoch 1918 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 1918.43 ms [2021-10-03 15:06:26 main:574] : INFO : Epoch 1919 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1929.07 ms [2021-10-03 15:06:28 main:574] : INFO : Epoch 1920 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1981.12 ms [2021-10-03 15:06:30 main:574] : INFO : Epoch 1921 | loss: 0.031248 | val_loss: 0.0312495 | Time: 1886.13 ms [2021-10-03 15:06:32 main:574] : INFO : Epoch 1922 | loss: 0.0312484 | val_loss: 0.0312527 | Time: 1974.44 ms [2021-10-03 15:06:34 main:574] : INFO : Epoch 1923 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1963.43 ms [2021-10-03 15:06:36 main:574] : INFO : Epoch 1924 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 1918.15 ms [2021-10-03 15:06:38 main:574] : INFO : Epoch 1925 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 1892.21 ms [2021-10-03 15:06:40 main:574] : INFO : Epoch 1926 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 1891.37 ms [2021-10-03 15:06:42 main:574] : INFO : Epoch 1927 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 1978.07 ms [2021-10-03 15:06:44 main:574] : INFO : Epoch 1928 | loss: 0.0312486 | val_loss: 0.0312521 | Time: 1914.72 ms [2021-10-03 15:06:46 main:574] : INFO : Epoch 1929 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1956.98 ms [2021-10-03 15:06:48 main:574] : INFO : Epoch 1930 | loss: 0.0312499 | val_loss: 0.0312554 | Time: 1903.22 ms [2021-10-03 15:06:50 main:574] : INFO : Epoch 1931 | loss: 0.0312628 | val_loss: 0.0313003 | Time: 1959.1 ms [2021-10-03 15:06:52 main:574] : INFO : Epoch 1932 | loss: 0.0338122 | val_loss: 0.0476859 | Time: 1945.36 ms [2021-10-03 15:06:53 main:574] : INFO : Epoch 1933 | loss: 0.0346549 | val_loss: 0.0345391 | Time: 1846.07 ms [2021-10-03 15:06:55 main:574] : INFO : Epoch 1934 | loss: 0.0317628 | val_loss: 0.0313409 | Time: 1916.53 ms [2021-10-03 15:06:57 main:574] : INFO : Epoch 1935 | loss: 0.0313102 | val_loss: 0.0312785 | Time: 1888.45 ms [2021-10-03 15:06:59 main:574] : INFO : Epoch 1936 | loss: 0.0312609 | val_loss: 0.0312519 | Time: 1961.26 ms [2021-10-03 15:07:01 main:574] : INFO : Epoch 1937 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1887.63 ms [2021-10-03 15:07:03 main:574] : INFO : Epoch 1938 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1960.28 ms [2021-10-03 15:07:05 main:574] : INFO : Epoch 1939 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1851.86 ms [2021-10-03 15:07:07 main:574] : INFO : Epoch 1940 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1848.57 ms [2021-10-03 15:07:09 main:574] : INFO : Epoch 1941 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1824.13 ms [2021-10-03 15:07:11 main:574] : INFO : Epoch 1942 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1916.03 ms [2021-10-03 15:07:12 main:574] : INFO : Epoch 1943 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1923.72 ms [2021-10-03 15:07:14 main:574] : INFO : Epoch 1944 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 1985.27 ms [2021-10-03 15:07:16 main:574] : INFO : Epoch 1945 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1936.41 ms [2021-10-03 15:07:18 main:574] : INFO : Epoch 1946 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1952.46 ms [2021-10-03 15:07:20 main:574] : INFO : Epoch 1947 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1917.02 ms [2021-10-03 15:07:22 main:574] : INFO : Epoch 1948 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1949.67 ms [2021-10-03 15:07:24 main:574] : INFO : Epoch 1949 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1961.02 ms [2021-10-03 15:07:26 main:574] : INFO : Epoch 1950 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1921.84 ms [2021-10-03 15:07:28 main:574] : INFO : Epoch 1951 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1888.97 ms [2021-10-03 15:07:30 main:574] : INFO : Epoch 1952 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1966.1 ms [2021-10-03 15:07:32 main:574] : INFO : Epoch 1953 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1858 ms [2021-10-03 15:07:34 main:574] : INFO : Epoch 1954 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1896.68 ms [2021-10-03 15:07:36 main:574] : INFO : Epoch 1955 | loss: 0.0312482 | val_loss: 0.0312506 | Time: 2005.91 ms [2021-10-03 15:07:38 main:574] : INFO : Epoch 1956 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1889.59 ms [2021-10-03 15:07:40 main:574] : INFO : Epoch 1957 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1957.63 ms [2021-10-03 15:07:42 main:574] : INFO : Epoch 1958 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 1980.72 ms [2021-10-03 15:07:44 main:574] : INFO : Epoch 1959 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 1917.89 ms [2021-10-03 15:07:46 main:574] : INFO : Epoch 1960 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1946.65 ms [2021-10-03 15:07:47 main:574] : INFO : Epoch 1961 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1946.8 ms [2021-10-03 15:07:49 main:574] : INFO : Epoch 1962 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1959.03 ms [2021-10-03 15:07:51 main:574] : INFO : Epoch 1963 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 1937.81 ms [2021-10-03 15:07:53 main:574] : INFO : Epoch 1964 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 1963.16 ms [2021-10-03 15:07:55 main:574] : INFO : Epoch 1965 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1901.28 ms [2021-10-03 15:07:57 main:574] : INFO : Epoch 1966 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1982.13 ms [2021-10-03 15:07:59 main:574] : INFO : Epoch 1967 | loss: 0.0312479 | val_loss: 0.0312495 | Time: 2038.16 ms [2021-10-03 15:08:01 main:574] : INFO : Epoch 1968 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 1894.26 ms [2021-10-03 15:08:03 main:574] : INFO : Epoch 1969 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1951.14 ms [2021-10-03 15:08:05 main:574] : INFO : Epoch 1970 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1958.44 ms [2021-10-03 15:08:07 main:574] : INFO : Epoch 1971 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 1933.21 ms [2021-10-03 15:08:09 main:574] : INFO : Epoch 1972 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1985.59 ms [2021-10-03 15:08:11 main:574] : INFO : Epoch 1973 | loss: 0.0312481 | val_loss: 0.0312508 | Time: 1949.09 ms [2021-10-03 15:08:13 main:574] : INFO : Epoch 1974 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 1906 ms [2021-10-03 15:08:15 main:574] : INFO : Epoch 1975 | loss: 0.0312479 | val_loss: 0.0312497 | Time: 1979.2 ms [2021-10-03 15:08:17 main:574] : INFO : Epoch 1976 | loss: 0.0312482 | val_loss: 0.0312501 | Time: 1879.41 ms [2021-10-03 15:08:19 main:574] : INFO : Epoch 1977 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1972.34 ms [2021-10-03 15:08:21 main:574] : INFO : Epoch 1978 | loss: 0.031248 | val_loss: 0.0312494 | Time: 2024.45 ms [2021-10-03 15:08:23 main:574] : INFO : Epoch 1979 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 1913.02 ms [2021-10-03 15:08:25 main:574] : INFO : Epoch 1980 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1893.94 ms [2021-10-03 15:08:27 main:574] : INFO : Epoch 1981 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1945.88 ms [2021-10-03 15:08:28 main:574] : INFO : Epoch 1982 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1858.31 ms [2021-10-03 15:08:30 main:574] : INFO : Epoch 1983 | loss: 0.031248 | val_loss: 0.0312493 | Time: 1979.16 ms [2021-10-03 15:08:32 main:574] : INFO : Epoch 1984 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 1954.21 ms [2021-10-03 15:08:34 main:574] : INFO : Epoch 1985 | loss: 0.0312483 | val_loss: 0.0312502 | Time: 1941.9 ms [2021-10-03 15:08:36 main:574] : INFO : Epoch 1986 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 1900.72 ms [2021-10-03 15:08:38 main:574] : INFO : Epoch 1987 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 1940.73 ms [2021-10-03 15:08:40 main:574] : INFO : Epoch 1988 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 1940.98 ms [2021-10-03 15:08:42 main:574] : INFO : Epoch 1989 | loss: 0.0312486 | val_loss: 0.0312503 | Time: 1996.46 ms [2021-10-03 15:08:44 main:574] : INFO : Epoch 1990 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1887.55 ms [2021-10-03 15:08:46 main:574] : INFO : Epoch 1991 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1987.61 ms [2021-10-03 15:08:48 main:574] : INFO : Epoch 1992 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 1851.87 ms [2021-10-03 15:08:50 main:574] : INFO : Epoch 1993 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1989.14 ms [2021-10-03 15:08:52 main:574] : INFO : Epoch 1994 | loss: 0.031249 | val_loss: 0.0312514 | Time: 1955.31 ms [2021-10-03 15:08:54 main:574] : INFO : Epoch 1995 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 1909.98 ms [2021-10-03 15:08:56 main:574] : INFO : Epoch 1996 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1989.79 ms [2021-10-03 15:08:58 main:574] : INFO : Epoch 1997 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1869.94 ms [2021-10-03 15:09:00 main:574] : INFO : Epoch 1998 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 1942.89 ms [2021-10-03 15:09:02 main:574] : INFO : Epoch 1999 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 1952.58 ms [2021-10-03 15:09:04 main:574] : INFO : Epoch 2000 | loss: 0.0312487 | val_loss: 0.03125 | Time: 1953.83 ms [2021-10-03 15:09:06 main:574] : INFO : Epoch 2001 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1953.71 ms [2021-10-03 15:09:07 main:574] : INFO : Epoch 2002 | loss: 0.0312487 | val_loss: 0.0312521 | Time: 1928.32 ms [2021-10-03 15:09:09 main:574] : INFO : Epoch 2003 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1867.39 ms [2021-10-03 15:09:11 main:574] : INFO : Epoch 2004 | loss: 0.0312486 | val_loss: 0.031252 | Time: 1908.16 ms [2021-10-03 15:09:13 main:574] : INFO : Epoch 2005 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1956.44 ms [2021-10-03 15:09:15 main:574] : INFO : Epoch 2006 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 1939.6 ms [2021-10-03 15:09:17 main:574] : INFO : Epoch 2007 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 1953.46 ms [2021-10-03 15:09:19 main:574] : INFO : Epoch 2008 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 1894.02 ms [2021-10-03 15:09:21 main:574] : INFO : Epoch 2009 | loss: 0.0312482 | val_loss: 0.0312499 | Time: 1892.84 ms [2021-10-03 15:09:23 main:574] : INFO : Epoch 2010 | loss: 0.0312482 | val_loss: 0.03125 | Time: 1949.36 ms [2021-10-03 15:09:25 main:574] : INFO : Epoch 2011 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 1952.2 ms [2021-10-03 15:09:27 main:574] : INFO : Epoch 2012 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 1860.07 ms [2021-10-03 15:09:29 main:574] : INFO : Epoch 2013 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1983.66 ms [2021-10-03 15:09:31 main:574] : INFO : Epoch 2014 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1908.86 ms [2021-10-03 15:09:33 main:574] : INFO : Epoch 2015 | loss: 0.0312483 | val_loss: 0.0312513 | Time: 1900.75 ms [2021-10-03 15:09:34 main:574] : INFO : Epoch 2016 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 1908.34 ms [2021-10-03 15:09:36 main:574] : INFO : Epoch 2017 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 1825.71 ms [2021-10-03 15:09:38 main:574] : INFO : Epoch 2018 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 1966.42 ms [2021-10-03 15:09:40 main:574] : INFO : Epoch 2019 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1900.21 ms [2021-10-03 15:09:42 main:574] : INFO : Epoch 2020 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 1917.08 ms [2021-10-03 15:09:44 main:574] : INFO : Epoch 2021 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 1898.17 ms [2021-10-03 15:09:46 main:574] : INFO : Epoch 2022 | loss: 0.0312483 | val_loss: 0.0312506 | Time: 1960.01 ms [2021-10-03 15:09:48 main:574] : INFO : Epoch 2023 | loss: 0.0312486 | val_loss: 0.0312503 | Time: 1989.52 ms [2021-10-03 15:09:50 main:574] : INFO : Epoch 2024 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 1980.82 ms [2021-10-03 15:09:52 main:574] : INFO : Epoch 2025 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 1921.87 ms [2021-10-03 15:09:54 main:574] : INFO : Epoch 2026 | loss: 0.0312484 | val_loss: 0.03125 | Time: 1902.51 ms [2021-10-03 15:09:56 main:574] : INFO : Epoch 2027 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 1915.83 ms [2021-10-03 15:09:58 main:574] : INFO : Epoch 2028 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 1951.45 ms [2021-10-03 15:10:00 main:574] : INFO : Epoch 2029 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 1920.5 ms [2021-10-03 15:10:02 main:574] : INFO : Epoch 2030 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1922.02 ms [2021-10-03 15:10:03 main:574] : INFO : Epoch 2031 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 1945.32 ms [2021-10-03 15:10:05 main:574] : INFO : Epoch 2032 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 1950.5 ms [2021-10-03 15:10:07 main:574] : INFO : Epoch 2033 | loss: 0.031248 | val_loss: 0.0312496 | Time: 1947.51 ms [2021-10-03 15:10:09 main:574] : INFO : Epoch 2034 | loss: 0.0312482 | val_loss: 0.0312509 | Time: 1950.24 ms [2021-10-03 15:10:11 main:574] : INFO : Epoch 2035 | loss: 0.0312488 | val_loss: 0.031251 | Time: 1910.88 ms [2021-10-03 15:10:13 main:574] : INFO : Epoch 2036 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 1963 ms [2021-10-03 15:10:15 main:574] : INFO : Epoch 2037 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 1929.47 ms [2021-10-03 15:10:17 main:574] : INFO : Epoch 2038 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 1970.76 ms [2021-10-03 15:10:19 main:574] : INFO : Epoch 2039 | loss: 0.0312483 | val_loss: 0.0312504 | Time: 1880.1 ms [2021-10-03 15:10:21 main:574] : INFO : Epoch 2040 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 2008.46 ms [2021-10-03 15:10:23 main:574] : INFO : Epoch 2041 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 1870.73 ms [2021-10-03 15:10:25 main:574] : INFO : Epoch 2042 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1927.37 ms [2021-10-03 15:10:27 main:574] : INFO : Epoch 2043 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 1944.47 ms [2021-10-03 15:10:29 main:574] : INFO : Epoch 2044 | loss: 0.0312481 | val_loss: 0.0312513 | Time: 1899.1 ms [2021-10-03 15:10:31 main:574] : INFO : Epoch 2045 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 1950.49 ms [2021-10-03 15:10:33 main:574] : INFO : Epoch 2046 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1899.53 ms [2021-10-03 15:10:35 main:574] : INFO : Epoch 2047 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1996.76 ms [2021-10-03 15:10:37 main:574] : INFO : Epoch 2048 | loss: 0.0312487 | val_loss: 0.0312504 | Time: 1970.64 ms [2021-10-03 15:10:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312504 [2021-10-03 15:10:37 main:603] : INFO : Saving end state to config to file [2021-10-03 15:10:37 main:608] : INFO : Success, exiting.. 15:10:37 (4380): 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)