Task 8427284
| Name | ParityModified-1634615086-25725-1_0 |
| Workunit | 5933856 |
| Created | 26 Oct 2021, 16:01:59 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 1 Nov 2021, 23:15:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 4 min 50 sec |
| CPU time | 1 hours 4 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1955.03 ms [2021-11-01 18:26:18 main:581] : INFO : Epoch 1538 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1954.78 ms [2021-11-01 18:26:20 main:581] : INFO : Epoch 1539 | loss: 0.0312498 | val_loss: 0.0312526 | Time: 1957.1 ms [2021-11-01 18:26:22 main:581] : INFO : Epoch 1540 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1948.96 ms [2021-11-01 18:26:24 main:581] : INFO : Epoch 1541 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1958.21 ms [2021-11-01 18:26:26 main:581] : INFO : Epoch 1542 | loss: 0.0312514 | val_loss: 0.031249 | Time: 1960.35 ms [2021-11-01 18:26:28 main:581] : INFO : Epoch 1543 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 1952.52 ms [2021-11-01 18:26:30 main:581] : INFO : Epoch 1544 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1958.09 ms [2021-11-01 18:26:32 main:581] : INFO : Epoch 1545 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1962.96 ms [2021-11-01 18:26:34 main:581] : INFO : Epoch 1546 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 1958.99 ms [2021-11-01 18:26:36 main:581] : INFO : Epoch 1547 | loss: 0.0312506 | val_loss: 0.031249 | Time: 1954.69 ms [2021-11-01 18:26:38 main:581] : INFO : Epoch 1548 | loss: 0.03125 | val_loss: 0.0312489 | Time: 1950.39 ms [2021-11-01 18:26:39 main:581] : INFO : Epoch 1549 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1948.71 ms [2021-11-01 18:26:41 main:581] : INFO : Epoch 1550 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1946.12 ms [2021-11-01 18:26:43 main:581] : INFO : Epoch 1551 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1950.95 ms [2021-11-01 18:26:45 main:581] : INFO : Epoch 1552 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1951.45 ms [2021-11-01 18:26:47 main:581] : INFO : Epoch 1553 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1944.2 ms [2021-11-01 18:26:49 main:581] : INFO : Epoch 1554 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1940.39 ms [2021-11-01 18:26:51 main:581] : INFO : Epoch 1555 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1943.25 ms [2021-11-01 18:26:53 main:581] : INFO : Epoch 1556 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1937.25 ms [2021-11-01 18:26:55 main:581] : INFO : Epoch 1557 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1942.41 ms [2021-11-01 18:26:57 main:581] : INFO : Epoch 1558 | loss: 0.0312515 | val_loss: 0.0312525 | Time: 1927.08 ms [2021-11-01 18:26:59 main:581] : INFO : Epoch 1559 | loss: 0.0312514 | val_loss: 0.0312493 | Time: 1912.17 ms [2021-11-01 18:27:01 main:581] : INFO : Epoch 1560 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 1944.86 ms [2021-11-01 18:27:03 main:581] : INFO : Epoch 1561 | loss: 0.0312504 | val_loss: 0.0312492 | Time: 1946.12 ms [2021-11-01 18:27:05 main:581] : INFO : Epoch 1562 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1946.67 ms [2021-11-01 18:27:07 main:581] : INFO : Epoch 1563 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1943.44 ms [2021-11-01 18:27:09 main:581] : INFO : Epoch 1564 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1948.51 ms [2021-11-01 18:27:11 main:581] : INFO : Epoch 1565 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1946.73 ms [2021-11-01 18:27:13 main:581] : INFO : Epoch 1566 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 1943.51 ms [2021-11-01 18:27:14 main:581] : INFO : Epoch 1567 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1916.35 ms [2021-11-01 18:27:16 main:581] : INFO : Epoch 1568 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1856.79 ms [2021-11-01 18:27:18 main:581] : INFO : Epoch 1569 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1898.12 ms [2021-11-01 18:27:20 main:581] : INFO : Epoch 1570 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1942.74 ms [2021-11-01 18:27:22 main:581] : INFO : Epoch 1571 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1945.28 ms [2021-11-01 18:27:24 main:581] : INFO : Epoch 1572 | loss: 0.0312508 | val_loss: 0.0312549 | Time: 1944.69 ms [2021-11-01 18:27:26 main:581] : INFO : Epoch 1573 | loss: 0.0312525 | val_loss: 0.0312514 | Time: 1921.77 ms [2021-11-01 18:27:28 main:581] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1939.31 ms [2021-11-01 18:27:30 main:581] : INFO : Epoch 1575 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1941 ms [2021-11-01 18:27:32 main:581] : INFO : Epoch 1576 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1945.05 ms [2021-11-01 18:27:34 main:581] : INFO : Epoch 1577 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 1942.12 ms [2021-11-01 18:27:36 main:581] : INFO : Epoch 1578 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1942.08 ms [2021-11-01 18:27:38 main:581] : INFO : Epoch 1579 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1939.37 ms [2021-11-01 18:27:40 main:581] : INFO : Epoch 1580 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1939.13 ms [2021-11-01 18:27:41 main:581] : INFO : Epoch 1581 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1874.82 ms [2021-11-01 18:27:43 main:581] : INFO : Epoch 1582 | loss: 0.03125 | val_loss: 0.0312489 | Time: 1857.23 ms [2021-11-01 18:27:45 main:581] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1857.69 ms [2021-11-01 18:27:47 main:581] : INFO : Epoch 1584 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1862.68 ms [2021-11-01 18:27:49 main:581] : INFO : Epoch 1585 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1901.4 ms [2021-11-01 18:27:51 main:581] : INFO : Epoch 1586 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1855.53 ms [2021-11-01 18:27:53 main:581] : INFO : Epoch 1587 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1857.71 ms [2021-11-01 18:27:54 main:581] : INFO : Epoch 1588 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1859.2 ms [2021-11-01 18:27:56 main:581] : INFO : Epoch 1589 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1857.11 ms [2021-11-01 18:27:58 main:581] : INFO : Epoch 1590 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1861.51 ms [2021-11-01 18:28:00 main:581] : INFO : Epoch 1591 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1904.94 ms [2021-11-01 18:28:02 main:581] : INFO : Epoch 1592 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1951.34 ms [2021-11-01 18:28:04 main:581] : INFO : Epoch 1593 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1911.23 ms [2021-11-01 18:28:06 main:581] : INFO : Epoch 1594 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1860.9 ms [2021-11-01 18:28:08 main:581] : INFO : Epoch 1595 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1905.28 ms [2021-11-01 18:28:10 main:581] : INFO : Epoch 1596 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1965.25 ms [2021-11-01 18:28:12 main:581] : INFO : Epoch 1597 | loss: 0.0312511 | val_loss: 0.0312492 | Time: 1893.23 ms [2021-11-01 18:28:13 main:581] : INFO : Epoch 1598 | loss: 0.0312512 | val_loss: 0.0312497 | Time: 1861.76 ms [2021-11-01 18:28:15 main:581] : INFO : Epoch 1599 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 1951.33 ms [2021-11-01 18:28:17 main:581] : INFO : Epoch 1600 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1900.87 ms [2021-11-01 18:28:19 main:581] : INFO : Epoch 1601 | loss: 0.0312511 | val_loss: 0.0312523 | Time: 1841.42 ms [2021-11-01 18:28:21 main:581] : INFO : Epoch 1602 | loss: 0.0312525 | val_loss: 0.0312509 | Time: 1857.46 ms [2021-11-01 18:28:23 main:581] : INFO : Epoch 1603 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1866.62 ms [2021-11-01 18:28:25 main:581] : INFO : Epoch 1604 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1922.79 ms [2021-11-01 18:28:27 main:581] : INFO : Epoch 1605 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 1930.43 ms [2021-11-01 18:28:29 main:581] : INFO : Epoch 1606 | loss: 0.0312505 | val_loss: 0.031249 | Time: 1906.24 ms [2021-11-01 18:28:30 main:581] : INFO : Epoch 1607 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1853.55 ms [2021-11-01 18:28:32 main:581] : INFO : Epoch 1608 | loss: 0.0312509 | val_loss: 0.0312492 | Time: 1894.19 ms [2021-11-01 18:28:34 main:581] : INFO : Epoch 1609 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1936.1 ms [2021-11-01 18:28:36 main:581] : INFO : Epoch 1610 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1948.53 ms [2021-11-01 18:28:38 main:581] : INFO : Epoch 1611 | loss: 0.03125 | val_loss: 0.031249 | Time: 1942.39 ms [2021-11-01 18:28:40 main:581] : INFO : Epoch 1612 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 1940.77 ms [2021-11-01 18:28:42 main:581] : INFO : Epoch 1613 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 1966.08 ms [2021-11-01 18:28:44 main:581] : INFO : Epoch 1614 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1951.93 ms [2021-11-01 18:28:46 main:581] : INFO : Epoch 1615 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1948.77 ms [2021-11-01 18:28:48 main:581] : INFO : Epoch 1616 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 1935.67 ms [2021-11-01 18:28:50 main:581] : INFO : Epoch 1617 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1937.8 ms [2021-11-01 18:28:52 main:581] : INFO : Epoch 1618 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1945.02 ms [2021-11-01 18:28:54 main:581] : INFO : Epoch 1619 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1946.95 ms [2021-11-01 18:28:56 main:581] : INFO : Epoch 1620 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1963.75 ms [2021-11-01 18:28:58 main:581] : INFO : Epoch 1621 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1957.64 ms [2021-11-01 18:29:00 main:581] : INFO : Epoch 1622 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1962.13 ms [2021-11-01 18:29:02 main:581] : INFO : Epoch 1623 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1965.06 ms [2021-11-01 18:29:04 main:581] : INFO : Epoch 1624 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1963.94 ms [2021-11-01 18:29:06 main:581] : INFO : Epoch 1625 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1965.59 ms [2021-11-01 18:29:07 main:581] : INFO : Epoch 1626 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1949.87 ms [2021-11-01 18:29:09 main:581] : INFO : Epoch 1627 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1949.06 ms [2021-11-01 18:29:11 main:581] : INFO : Epoch 1628 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1948.97 ms [2021-11-01 18:29:13 main:581] : INFO : Epoch 1629 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1958.89 ms [2021-11-01 18:29:15 main:581] : INFO : Epoch 1630 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1946.78 ms [2021-11-01 18:29:17 main:581] : INFO : Epoch 1631 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1965.63 ms [2021-11-01 18:29:19 main:581] : INFO : Epoch 1632 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1948.03 ms [2021-11-01 18:29:21 main:581] : INFO : Epoch 1633 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1938.15 ms [2021-11-01 18:29:23 main:581] : INFO : Epoch 1634 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1936.5 ms [2021-11-01 18:29:25 main:581] : INFO : Epoch 1635 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1866.79 ms [2021-11-01 18:29:27 main:581] : INFO : Epoch 1636 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1855 ms [2021-11-01 18:29:29 main:581] : INFO : Epoch 1637 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1891.66 ms [2021-11-01 18:29:31 main:581] : INFO : Epoch 1638 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 1935.96 ms [2021-11-01 18:29:33 main:581] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1943.33 ms [2021-11-01 18:29:34 main:581] : INFO : Epoch 1640 | loss: 0.0312501 | val_loss: 0.031249 | Time: 1859.05 ms [2021-11-01 18:29:36 main:581] : INFO : Epoch 1641 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1854.93 ms [2021-11-01 18:29:38 main:581] : INFO : Epoch 1642 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 1859.97 ms [2021-11-01 18:29:40 main:581] : INFO : Epoch 1643 | loss: 0.0312497 | val_loss: 0.0312526 | Time: 1859.24 ms [2021-11-01 18:29:42 main:581] : INFO : Epoch 1644 | loss: 0.0312507 | val_loss: 0.0312491 | Time: 1855.84 ms [2021-11-01 18:29:44 main:581] : INFO : Epoch 1645 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 1857.36 ms [2021-11-01 18:29:46 main:581] : INFO : Epoch 1646 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1856.95 ms [2021-11-01 18:29:47 main:581] : INFO : Epoch 1647 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 1857.23 ms [2021-11-01 18:29:49 main:581] : INFO : Epoch 1648 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1925.54 ms [2021-11-01 18:29:51 main:581] : INFO : Epoch 1649 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1939.5 ms [2021-11-01 18:29:53 main:581] : INFO : Epoch 1650 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1870.47 ms [2021-11-01 18:29:55 main:581] : INFO : Epoch 1651 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1879.81 ms [2021-11-01 18:29:57 main:581] : INFO : Epoch 1652 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1956.69 ms [2021-11-01 18:29:59 main:581] : INFO : Epoch 1653 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 1944.73 ms [2021-11-01 18:30:01 main:581] : INFO : Epoch 1654 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1936.63 ms [2021-11-01 18:30:03 main:581] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1957.02 ms [2021-11-01 18:30:05 main:581] : INFO : Epoch 1656 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1904.97 ms [2021-11-01 18:30:07 main:581] : INFO : Epoch 1657 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1904.85 ms [2021-11-01 18:30:09 main:581] : INFO : Epoch 1658 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1946.79 ms [2021-11-01 18:30:11 main:581] : INFO : Epoch 1659 | loss: 0.031251 | val_loss: 0.0312496 | Time: 1947.43 ms [2021-11-01 18:30:12 main:581] : INFO : Epoch 1660 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1940.15 ms [2021-11-01 18:30:14 main:581] : INFO : Epoch 1661 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1860.86 ms [2021-11-01 18:30:16 main:581] : INFO : Epoch 1662 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1878.72 ms [2021-11-01 18:30:18 main:581] : INFO : Epoch 1663 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1896.18 ms [2021-11-01 18:30:20 main:581] : INFO : Epoch 1664 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1892.29 ms [2021-11-01 18:30:22 main:581] : INFO : Epoch 1665 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 1865.52 ms [2021-11-01 18:30:24 main:581] : INFO : Epoch 1666 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1908.13 ms [2021-11-01 18:30:26 main:581] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1860.38 ms [2021-11-01 18:30:28 main:581] : INFO : Epoch 1668 | loss: 0.0312499 | val_loss: 0.031255 | Time: 1861.51 ms [2021-11-01 18:30:29 main:581] : INFO : Epoch 1669 | loss: 0.0312514 | val_loss: 0.031251 | Time: 1859.6 ms [2021-11-01 18:30:31 main:581] : INFO : Epoch 1670 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1886.55 ms [2021-11-01 18:30:33 main:581] : INFO : Epoch 1671 | loss: 0.0312526 | val_loss: 0.0312515 | Time: 1899.48 ms [2021-11-01 18:30:35 main:581] : INFO : Epoch 1672 | loss: 0.0312526 | val_loss: 0.0312503 | Time: 1855.86 ms [2021-11-01 18:30:37 main:581] : INFO : Epoch 1673 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 1951.72 ms [2021-11-01 18:30:39 main:581] : INFO : Epoch 1674 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1956.87 ms [2021-11-01 18:30:41 main:581] : INFO : Epoch 1675 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1883.76 ms [2021-11-01 18:30:43 main:581] : INFO : Epoch 1676 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1856.8 ms [2021-11-01 18:30:45 main:581] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1854.89 ms [2021-11-01 18:30:46 main:581] : INFO : Epoch 1678 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1902.97 ms [2021-11-01 18:30:48 main:581] : INFO : Epoch 1679 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1897.33 ms [2021-11-01 18:30:50 main:581] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 1858.55 ms [2021-11-01 18:30:52 main:581] : INFO : Epoch 1681 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1854.13 ms [2021-11-01 18:30:54 main:581] : INFO : Epoch 1682 | loss: 0.0312505 | val_loss: 0.0312489 | Time: 1856.9 ms [2021-11-01 18:30:56 main:581] : INFO : Epoch 1683 | loss: 0.0312498 | val_loss: 0.0312528 | Time: 1860.4 ms [2021-11-01 18:30:58 main:581] : INFO : Epoch 1684 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1857.02 ms [2021-11-01 18:30:59 main:581] : INFO : Epoch 1685 | loss: 0.0312518 | val_loss: 0.0312524 | Time: 1849.4 ms [2021-11-01 18:31:01 main:581] : INFO : Epoch 1686 | loss: 0.0312515 | val_loss: 0.0312532 | Time: 1854.43 ms [2021-11-01 18:31:03 main:581] : INFO : Epoch 1687 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 1861.27 ms [2021-11-01 18:31:05 main:581] : INFO : Epoch 1688 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1858.52 ms [2021-11-01 18:31:07 main:581] : INFO : Epoch 1689 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1858.7 ms [2021-11-01 18:31:09 main:581] : INFO : Epoch 1690 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1858.43 ms [2021-11-01 18:31:11 main:581] : INFO : Epoch 1691 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1859.51 ms [2021-11-01 18:31:12 main:581] : INFO : Epoch 1692 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 1855.13 ms [2021-11-01 18:31:14 main:581] : INFO : Epoch 1693 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1853.41 ms [2021-11-01 18:31:16 main:581] : INFO : Epoch 1694 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1854.29 ms [2021-11-01 18:31:18 main:581] : INFO : Epoch 1695 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1850.52 ms [2021-11-01 18:31:20 main:581] : INFO : Epoch 1696 | loss: 0.0312493 | val_loss: 0.0312523 | Time: 1855.93 ms [2021-11-01 18:31:22 main:581] : INFO : Epoch 1697 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1859.94 ms [2021-11-01 18:31:24 main:581] : INFO : Epoch 1698 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 1856.88 ms [2021-11-01 18:31:25 main:581] : INFO : Epoch 1699 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1862.09 ms [2021-11-01 18:31:27 main:581] : INFO : Epoch 1700 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1893.25 ms [2021-11-01 18:31:29 main:581] : INFO : Epoch 1701 | loss: 0.03125 | val_loss: 0.03125 | Time: 1950.73 ms [2021-11-01 18:31:31 main:581] : INFO : Epoch 1702 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1929.7 ms [2021-11-01 18:31:33 main:581] : INFO : Epoch 1703 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1941.3 ms [2021-11-01 18:31:35 main:581] : INFO : Epoch 1704 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1950.67 ms [2021-11-01 18:31:37 main:581] : INFO : Epoch 1705 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1925.32 ms [2021-11-01 18:31:39 main:581] : INFO : Epoch 1706 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1856.46 ms [2021-11-01 18:31:41 main:581] : INFO : Epoch 1707 | loss: 0.0312499 | val_loss: 0.0312522 | Time: 1855.64 ms [2021-11-01 18:31:43 main:581] : INFO : Epoch 1708 | loss: 0.0312511 | val_loss: 0.0312493 | Time: 1879.28 ms [2021-11-01 18:31:45 main:581] : INFO : Epoch 1709 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 1941.28 ms [2021-11-01 18:31:47 main:581] : INFO : Epoch 1710 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1919.92 ms [2021-11-01 18:31:48 main:581] : INFO : Epoch 1711 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 1913.69 ms [2021-11-01 18:31:50 main:581] : INFO : Epoch 1712 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1924.55 ms [2021-11-01 18:31:52 main:581] : INFO : Epoch 1713 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 1933.18 ms [2021-11-01 18:31:54 main:581] : INFO : Epoch 1714 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1951.9 ms [2021-11-01 18:31:56 main:581] : INFO : Epoch 1715 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1894.87 ms [2021-11-01 18:31:58 main:581] : INFO : Epoch 1716 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 1927.6 ms [2021-11-01 18:32:00 main:581] : INFO : Epoch 1717 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1884.98 ms [2021-11-01 18:32:02 main:581] : INFO : Epoch 1718 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1854.49 ms [2021-11-01 18:32:04 main:581] : INFO : Epoch 1719 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1851.67 ms [2021-11-01 18:32:06 main:581] : INFO : Epoch 1720 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1871.55 ms [2021-11-01 18:32:07 main:581] : INFO : Epoch 1721 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1921.71 ms [2021-11-01 18:32:09 main:581] : INFO : Epoch 1722 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1933.06 ms [2021-11-01 18:32:11 main:581] : INFO : Epoch 1723 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1912.43 ms [2021-11-01 18:32:13 main:581] : INFO : Epoch 1724 | loss: 0.0312526 | val_loss: 0.0312523 | Time: 1894.03 ms [2021-11-01 18:32:15 main:581] : INFO : Epoch 1725 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1941.07 ms [2021-11-01 18:32:17 main:581] : INFO : Epoch 1726 | loss: 0.0312511 | val_loss: 0.0312494 | Time: 1930.5 ms [2021-11-01 18:32:19 main:581] : INFO : Epoch 1727 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1912.67 ms [2021-11-01 18:32:21 main:581] : INFO : Epoch 1728 | loss: 0.0312518 | val_loss: 0.0312538 | Time: 1911.14 ms [2021-11-01 18:32:23 main:581] : INFO : Epoch 1729 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 1878.55 ms [2021-11-01 18:32:25 main:581] : INFO : Epoch 1730 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1862.24 ms [2021-11-01 18:32:26 main:581] : INFO : Epoch 1731 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1863.18 ms [2021-11-01 18:32:28 main:581] : INFO : Epoch 1732 | loss: 0.0312505 | val_loss: 0.031249 | Time: 1914.59 ms [2021-11-01 18:32:30 main:581] : INFO : Epoch 1733 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1947.18 ms [2021-11-01 18:32:32 main:581] : INFO : Epoch 1734 | loss: 0.03125 | val_loss: 0.031251 | Time: 1946.34 ms [2021-11-01 18:32:34 main:581] : INFO : Epoch 1735 | loss: 0.03125 | val_loss: 0.0312491 | Time: 1949.34 ms [2021-11-01 18:32:36 main:581] : INFO : Epoch 1736 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1948.81 ms [2021-11-01 18:32:38 main:581] : INFO : Epoch 1737 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1864.73 ms [2021-11-01 18:32:40 main:581] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312543 | Time: 1907.82 ms [2021-11-01 18:32:42 main:581] : INFO : Epoch 1739 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1896.98 ms [2021-11-01 18:32:44 main:581] : INFO : Epoch 1740 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 1913.43 ms [2021-11-01 18:32:46 main:581] : INFO : Epoch 1741 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1934.8 ms [2021-11-01 18:32:48 main:581] : INFO : Epoch 1742 | loss: 0.0312503 | val_loss: 0.0312533 | Time: 1912.56 ms [2021-11-01 18:32:50 main:581] : INFO : Epoch 1743 | loss: 0.0312517 | val_loss: 0.0312497 | Time: 1890.46 ms [2021-11-01 18:32:51 main:581] : INFO : Epoch 1744 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1960.52 ms [2021-11-01 18:32:53 main:581] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1963.51 ms [2021-11-01 18:32:55 main:581] : INFO : Epoch 1746 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1965.8 ms [2021-11-01 18:32:57 main:581] : INFO : Epoch 1747 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1942.53 ms [2021-11-01 18:32:59 main:581] : INFO : Epoch 1748 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1948.49 ms [2021-11-01 18:33:01 main:581] : INFO : Epoch 1749 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 1936.43 ms [2021-11-01 18:33:03 main:581] : INFO : Epoch 1750 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 1868.17 ms [2021-11-01 18:33:05 main:581] : INFO : Epoch 1751 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1937.7 ms [2021-11-01 18:33:07 main:581] : INFO : Epoch 1752 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1941.04 ms [2021-11-01 18:33:09 main:581] : INFO : Epoch 1753 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1917.8 ms [2021-11-01 18:33:11 main:581] : INFO : Epoch 1754 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1941.54 ms [2021-11-01 18:33:13 main:581] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1944.91 ms [2021-11-01 18:33:15 main:581] : INFO : Epoch 1756 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1939.59 ms [2021-11-01 18:33:17 main:581] : INFO : Epoch 1757 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1940.63 ms [2021-11-01 18:33:19 main:581] : INFO : Epoch 1758 | loss: 0.0312496 | val_loss: 0.0312525 | Time: 1945.68 ms [2021-11-01 18:33:21 main:581] : INFO : Epoch 1759 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 1960.11 ms [2021-11-01 18:33:23 main:581] : INFO : Epoch 1760 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1960.27 ms [2021-11-01 18:33:24 main:581] : INFO : Epoch 1761 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1944.87 ms [2021-11-01 18:33:26 main:581] : INFO : Epoch 1762 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1949.05 ms [2021-11-01 18:33:28 main:581] : INFO : Epoch 1763 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1968.18 ms [2021-11-01 18:33:30 main:581] : INFO : Epoch 1764 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1941.5 ms [2021-11-01 18:33:32 main:581] : INFO : Epoch 1765 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1945.06 ms [2021-11-01 18:33:34 main:581] : INFO : Epoch 1766 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1944.56 ms [2021-11-01 18:33:36 main:581] : INFO : Epoch 1767 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1956.14 ms [2021-11-01 18:33:38 main:581] : INFO : Epoch 1768 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1957.54 ms [2021-11-01 18:33:40 main:581] : INFO : Epoch 1769 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1961.14 ms [2021-11-01 18:33:42 main:581] : INFO : Epoch 1770 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1944.3 ms [2021-11-01 18:33:44 main:581] : INFO : Epoch 1771 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1946.03 ms [2021-11-01 18:33:46 main:581] : INFO : Epoch 1772 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1951.35 ms [2021-11-01 18:33:48 main:581] : INFO : Epoch 1773 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1958.89 ms [2021-11-01 18:33:50 main:581] : INFO : Epoch 1774 | loss: 0.0312507 | val_loss: 0.0312491 | Time: 1943.82 ms [2021-11-01 18:33:52 main:581] : INFO : Epoch 1775 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1883.84 ms [2021-11-01 18:33:54 main:581] : INFO : Epoch 1776 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1954.54 ms [2021-11-01 18:33:56 main:581] : INFO : Epoch 1777 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1921.89 ms [2021-11-01 18:33:57 main:581] : INFO : Epoch 1778 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1857.97 ms [2021-11-01 18:33:59 main:581] : INFO : Epoch 1779 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1874.36 ms [2021-11-01 18:34:01 main:581] : INFO : Epoch 1780 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 1943.5 ms [2021-11-01 18:34:03 main:581] : INFO : Epoch 1781 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1948.7 ms [2021-11-01 18:34:05 main:581] : INFO : Epoch 1782 | loss: 0.0312501 | val_loss: 0.031249 | Time: 1941.73 ms [2021-11-01 18:34:07 main:581] : INFO : Epoch 1783 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1934.98 ms [2021-11-01 18:34:09 main:581] : INFO : Epoch 1784 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1873.44 ms [2021-11-01 18:34:11 main:581] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1864.03 ms [2021-11-01 18:34:13 main:581] : INFO : Epoch 1786 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 1861.01 ms [2021-11-01 18:34:15 main:581] : INFO : Epoch 1787 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 1859.23 ms [2021-11-01 18:34:16 main:581] : INFO : Epoch 1788 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1902.59 ms [2021-11-01 18:34:18 main:581] : INFO : Epoch 1789 | loss: 0.0312497 | val_loss: 0.0312525 | Time: 1947.84 ms [2021-11-01 18:34:20 main:581] : INFO : Epoch 1790 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1931.57 ms [2021-11-01 18:34:22 main:581] : INFO : Epoch 1791 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1909.45 ms [2021-11-01 18:34:24 main:581] : INFO : Epoch 1792 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1853.92 ms [2021-11-01 18:34:26 main:581] : INFO : Epoch 1793 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1854.02 ms [2021-11-01 18:34:28 main:581] : INFO : Epoch 1794 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1924.24 ms [2021-11-01 18:34:30 main:581] : INFO : Epoch 1795 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1952.72 ms [2021-11-01 18:34:32 main:581] : INFO : Epoch 1796 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 1944.49 ms [2021-11-01 18:34:34 main:581] : INFO : Epoch 1797 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1902.38 ms [2021-11-01 18:34:36 main:581] : INFO : Epoch 1798 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1905.85 ms [2021-11-01 18:34:38 main:581] : INFO : Epoch 1799 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1972.18 ms [2021-11-01 18:34:40 main:581] : INFO : Epoch 1800 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1980.83 ms [2021-11-01 18:34:41 main:581] : INFO : Epoch 1801 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1921.26 ms [2021-11-01 18:34:43 main:581] : INFO : Epoch 1802 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1929.35 ms [2021-11-01 18:34:45 main:581] : INFO : Epoch 1803 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1935.35 ms [2021-11-01 18:34:47 main:581] : INFO : Epoch 1804 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1941.62 ms [2021-11-01 18:34:49 main:581] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 1958.47 ms [2021-11-01 18:34:51 main:581] : INFO : Epoch 1806 | loss: 0.0312522 | val_loss: 0.0312495 | Time: 1953.61 ms [2021-11-01 18:34:53 main:581] : INFO : Epoch 1807 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1944.85 ms [2021-11-01 18:34:55 main:581] : INFO : Epoch 1808 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1923.71 ms [2021-11-01 18:34:57 main:581] : INFO : Epoch 1809 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1943.78 ms [2021-11-01 18:34:59 main:581] : INFO : Epoch 1810 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 1952.73 ms [2021-11-01 18:35:01 main:581] : INFO : Epoch 1811 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1949.75 ms [2021-11-01 18:35:03 main:581] : INFO : Epoch 1812 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1951.56 ms [2021-11-01 18:35:05 main:581] : INFO : Epoch 1813 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1950.82 ms [2021-11-01 18:35:07 main:581] : INFO : Epoch 1814 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1952.55 ms [2021-11-01 18:35:09 main:581] : INFO : Epoch 1815 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 1943.82 ms [2021-11-01 18:35:11 main:581] : INFO : Epoch 1816 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1937.56 ms [2021-11-01 18:35:13 main:581] : INFO : Epoch 1817 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1932.25 ms [2021-11-01 18:35:15 main:581] : INFO : Epoch 1818 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1946.33 ms [2021-11-01 18:35:16 main:581] : INFO : Epoch 1819 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1942.24 ms [2021-11-01 18:35:18 main:581] : INFO : Epoch 1820 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1947.14 ms [2021-11-01 18:35:20 main:581] : INFO : Epoch 1821 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1948.45 ms [2021-11-01 18:35:22 main:581] : INFO : Epoch 1822 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1968.39 ms [2021-11-01 18:35:24 main:581] : INFO : Epoch 1823 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1913.14 ms [2021-11-01 18:35:26 main:581] : INFO : Epoch 1824 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1895.92 ms [2021-11-01 18:35:28 main:581] : INFO : Epoch 1825 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1921.34 ms [2021-11-01 18:35:30 main:581] : INFO : Epoch 1826 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1920.21 ms [2021-11-01 18:35:32 main:581] : INFO : Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1974.57 ms [2021-11-01 18:35:34 main:581] : INFO : Epoch 1828 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1929.72 ms [2021-11-01 18:35:36 main:581] : INFO : Epoch 1829 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1940.57 ms [2021-11-01 18:35:38 main:581] : INFO : Epoch 1830 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1951.56 ms [2021-11-01 18:35:40 main:581] : INFO : Epoch 1831 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1953.1 ms [2021-11-01 18:35:42 main:581] : INFO : Epoch 1832 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1954.38 ms [2021-11-01 18:35:44 main:581] : INFO : Epoch 1833 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1942.23 ms [2021-11-01 18:35:46 main:581] : INFO : Epoch 1834 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 1910.79 ms [2021-11-01 18:35:47 main:581] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312532 | Time: 1861.5 ms [2021-11-01 18:35:49 main:581] : INFO : Epoch 1836 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 1902.43 ms [2021-11-01 18:35:51 main:581] : INFO : Epoch 1837 | loss: 0.03125 | val_loss: 0.0312522 | Time: 1930.5 ms [2021-11-01 18:35:53 main:581] : INFO : Epoch 1838 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1962.19 ms [2021-11-01 18:35:55 main:581] : INFO : Epoch 1839 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1945.74 ms [2021-11-01 18:35:57 main:581] : INFO : Epoch 1840 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1958.91 ms [2021-11-01 18:35:59 main:581] : INFO : Epoch 1841 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1951.37 ms [2021-11-01 18:36:01 main:581] : INFO : Epoch 1842 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1951.68 ms [2021-11-01 18:36:03 main:581] : INFO : Epoch 1843 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1935.92 ms [2021-11-01 18:36:05 main:581] : INFO : Epoch 1844 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1935.59 ms [2021-11-01 18:36:07 main:581] : INFO : Epoch 1845 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1875.65 ms [2021-11-01 18:36:09 main:581] : INFO : Epoch 1846 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1877.83 ms [2021-11-01 18:36:11 main:581] : INFO : Epoch 1847 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1928.88 ms [2021-11-01 18:36:12 main:581] : INFO : Epoch 1848 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1915.74 ms [2021-11-01 18:36:14 main:581] : INFO : Epoch 1849 | loss: 0.0312509 | val_loss: 0.0312527 | Time: 1957.97 ms [2021-11-01 18:36:16 main:581] : INFO : Epoch 1850 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 1952.94 ms [2021-11-01 18:36:18 main:581] : INFO : Epoch 1851 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1950.83 ms [2021-11-01 18:36:20 main:581] : INFO : Epoch 1852 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1948.44 ms [2021-11-01 18:36:22 main:581] : INFO : Epoch 1853 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 1958.52 ms [2021-11-01 18:36:24 main:581] : INFO : Epoch 1854 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1948.2 ms [2021-11-01 18:36:26 main:581] : INFO : Epoch 1855 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1949.74 ms [2021-11-01 18:36:28 main:581] : INFO : Epoch 1856 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1918.28 ms [2021-11-01 18:36:30 main:581] : INFO : Epoch 1857 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1929.29 ms [2021-11-01 18:36:32 main:581] : INFO : Epoch 1858 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1943.3 ms [2021-11-01 18:36:34 main:581] : INFO : Epoch 1859 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1960.67 ms [2021-11-01 18:36:36 main:581] : INFO : Epoch 1860 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1943.17 ms [2021-11-01 18:36:38 main:581] : INFO : Epoch 1861 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 1941.56 ms [2021-11-01 18:36:40 main:581] : INFO : Epoch 1862 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1931.21 ms [2021-11-01 18:36:42 main:581] : INFO : Epoch 1863 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1939.52 ms [2021-11-01 18:36:44 main:581] : INFO : Epoch 1864 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1932.84 ms [2021-11-01 18:36:46 main:581] : INFO : Epoch 1865 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1929.58 ms [2021-11-01 18:36:47 main:581] : INFO : Epoch 1866 | loss: 0.031251 | val_loss: 0.031251 | Time: 1945.03 ms [2021-11-01 18:36:49 main:581] : INFO : Epoch 1867 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1949.66 ms [2021-11-01 18:36:51 main:581] : INFO : Epoch 1868 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1866.63 ms [2021-11-01 18:36:53 main:581] : INFO : Epoch 1869 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 1858.74 ms [2021-11-01 18:36:55 main:581] : INFO : Epoch 1870 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1856.43 ms [2021-11-01 18:36:57 main:581] : INFO : Epoch 1871 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1861.71 ms [2021-11-01 18:36:59 main:581] : INFO : Epoch 1872 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1894.7 ms [2021-11-01 18:37:01 main:581] : INFO : Epoch 1873 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1949.78 ms [2021-11-01 18:37:03 main:581] : INFO : Epoch 1874 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1887.23 ms [2021-11-01 18:37:04 main:581] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1858.54 ms [2021-11-01 18:37:06 main:581] : INFO : Epoch 1876 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1855.95 ms [2021-11-01 18:37:08 main:581] : INFO : Epoch 1877 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1897.05 ms [2021-11-01 18:37:10 main:581] : INFO : Epoch 1878 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1927.71 ms [2021-11-01 18:37:12 main:581] : INFO : Epoch 1879 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1860.56 ms [2021-11-01 18:37:14 main:581] : INFO : Epoch 1880 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1860.09 ms [2021-11-01 18:37:16 main:581] : INFO : Epoch 1881 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1858.28 ms [2021-11-01 18:37:18 main:581] : INFO : Epoch 1882 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1920.16 ms [2021-11-01 18:37:20 main:581] : INFO : Epoch 1883 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 1933.54 ms [2021-11-01 18:37:21 main:581] : INFO : Epoch 1884 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1928.7 ms [2021-11-01 18:37:23 main:581] : INFO : Epoch 1885 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1903.51 ms [2021-11-01 18:37:25 main:581] : INFO : Epoch 1886 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1956.12 ms [2021-11-01 18:37:27 main:581] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 1953.17 ms [2021-11-01 18:37:29 main:581] : INFO : Epoch 1888 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1907.47 ms [2021-11-01 18:37:31 main:581] : INFO : Epoch 1889 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1858.47 ms [2021-11-01 18:37:33 main:581] : INFO : Epoch 1890 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1864.5 ms [2021-11-01 18:37:35 main:581] : INFO : Epoch 1891 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1862.18 ms [2021-11-01 18:37:37 main:581] : INFO : Epoch 1892 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1863.14 ms [2021-11-01 18:37:39 main:581] : INFO : Epoch 1893 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1862.65 ms [2021-11-01 18:37:40 main:581] : INFO : Epoch 1894 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1868.13 ms [2021-11-01 18:37:42 main:581] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1859.79 ms [2021-11-01 18:37:44 main:581] : INFO : Epoch 1896 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1864.09 ms [2021-11-01 18:37:46 main:581] : INFO : Epoch 1897 | loss: 0.03125 | val_loss: 0.031249 | Time: 1855.57 ms [2021-11-01 18:37:48 main:581] : INFO : Epoch 1898 | loss: 0.0312515 | val_loss: 0.0312488 | Time: 1852.2 ms [2021-11-01 18:37:50 main:581] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1851.29 ms [2021-11-01 18:37:52 main:581] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312489 | Time: 1854.49 ms [2021-11-01 18:37:53 main:581] : INFO : Epoch 1901 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 1857.24 ms [2021-11-01 18:37:55 main:581] : INFO : Epoch 1902 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1870.59 ms [2021-11-01 18:37:57 main:581] : INFO : Epoch 1903 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1859.66 ms [2021-11-01 18:37:59 main:581] : INFO : Epoch 1904 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1853.39 ms [2021-11-01 18:38:01 main:581] : INFO : Epoch 1905 | loss: 0.0312493 | val_loss: 0.031251 | Time: 1878.19 ms [2021-11-01 18:38:03 main:581] : INFO : Epoch 1906 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 1938.13 ms [2021-11-01 18:38:05 main:581] : INFO : Epoch 1907 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1886.38 ms [2021-11-01 18:38:07 main:581] : INFO : Epoch 1908 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1933.05 ms [2021-11-01 18:38:08 main:581] : INFO : Epoch 1909 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1857.21 ms [2021-11-01 18:38:10 main:581] : INFO : Epoch 1910 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1873.55 ms [2021-11-01 18:38:12 main:581] : INFO : Epoch 1911 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1974 ms [2021-11-01 18:38:14 main:581] : INFO : Epoch 1912 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1878.86 ms [2021-11-01 18:38:16 main:581] : INFO : Epoch 1913 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1856.98 ms [2021-11-01 18:38:18 main:581] : INFO : Epoch 1914 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1849.28 ms [2021-11-01 18:38:20 main:581] : INFO : Epoch 1915 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1862.58 ms [2021-11-01 18:38:22 main:581] : INFO : Epoch 1916 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1861.29 ms [2021-11-01 18:38:23 main:581] : INFO : Epoch 1917 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1849.75 ms [2021-11-01 18:38:25 main:581] : INFO : Epoch 1918 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1850.25 ms [2021-11-01 18:38:27 main:581] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1931.92 ms [2021-11-01 18:38:29 main:581] : INFO : Epoch 1920 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1864.45 ms [2021-11-01 18:38:31 main:581] : INFO : Epoch 1921 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1916.13 ms [2021-11-01 18:38:33 main:581] : INFO : Epoch 1922 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1942.88 ms [2021-11-01 18:38:35 main:581] : INFO : Epoch 1923 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1861.46 ms [2021-11-01 18:38:37 main:581] : INFO : Epoch 1924 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1870.18 ms [2021-11-01 18:38:39 main:581] : INFO : Epoch 1925 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1855.52 ms [2021-11-01 18:38:40 main:581] : INFO : Epoch 1926 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1856.01 ms [2021-11-01 18:38:42 main:581] : INFO : Epoch 1927 | loss: 0.031249 | val_loss: 0.0312488 | Time: 1853.42 ms [2021-11-01 18:38:44 main:581] : INFO : Epoch 1928 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1852.96 ms [2021-11-01 18:38:46 main:581] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.031249 | Time: 1853.69 ms [2021-11-01 18:38:48 main:581] : INFO : Epoch 1930 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1859.89 ms [2021-11-01 18:38:50 main:581] : INFO : Epoch 1931 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1854.94 ms [2021-11-01 18:38:52 main:581] : INFO : Epoch 1932 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1900.19 ms [2021-11-01 18:38:54 main:581] : INFO : Epoch 1933 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1938.58 ms [2021-11-01 18:38:55 main:581] : INFO : Epoch 1934 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 1917.03 ms [2021-11-01 18:38:57 main:581] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1857.74 ms [2021-11-01 18:38:59 main:581] : INFO : Epoch 1936 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1857.55 ms [2021-11-01 18:39:01 main:581] : INFO : Epoch 1937 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1857.31 ms [2021-11-01 18:39:03 main:581] : INFO : Epoch 1938 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1855.42 ms [2021-11-01 18:39:05 main:581] : INFO : Epoch 1939 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1855.68 ms [2021-11-01 18:39:07 main:581] : INFO : Epoch 1940 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 1855.67 ms [2021-11-01 18:39:08 main:581] : INFO : Epoch 1941 | loss: 0.031249 | val_loss: 0.0312489 | Time: 1832.15 ms [2021-11-01 18:39:10 main:581] : INFO : Epoch 1942 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1858.58 ms [2021-11-01 18:39:12 main:581] : INFO : Epoch 1943 | loss: 0.0312493 | val_loss: 0.031249 | Time: 1847.75 ms [2021-11-01 18:39:14 main:581] : INFO : Epoch 1944 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1837.91 ms [2021-11-01 18:39:16 main:581] : INFO : Epoch 1945 | loss: 0.031249 | val_loss: 0.0312508 | Time: 1930.07 ms [2021-11-01 18:39:18 main:581] : INFO : Epoch 1946 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1869.45 ms [2021-11-01 18:39:20 main:581] : INFO : Epoch 1947 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1850.55 ms [2021-11-01 18:39:21 main:581] : INFO : Epoch 1948 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1853.57 ms [2021-11-01 18:39:23 main:581] : INFO : Epoch 1949 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1855.89 ms [2021-11-01 18:39:25 main:581] : INFO : Epoch 1950 | loss: 0.0359241 | val_loss: 0.0343784 | Time: 1914.22 ms [2021-11-01 18:39:27 main:581] : INFO : Epoch 1951 | loss: 0.0389434 | val_loss: 0.0333803 | Time: 1951.52 ms [2021-11-01 18:39:29 main:581] : INFO : Epoch 1952 | loss: 0.0319437 | val_loss: 0.0313791 | Time: 1969.16 ms [2021-11-01 18:39:31 main:581] : INFO : Epoch 1953 | loss: 0.0313621 | val_loss: 0.0312912 | Time: 1967.31 ms [2021-11-01 18:39:33 main:581] : INFO : Epoch 1954 | loss: 0.0312728 | val_loss: 0.0312617 | Time: 1931.28 ms [2021-11-01 18:39:35 main:581] : INFO : Epoch 1955 | loss: 0.0312564 | val_loss: 0.031254 | Time: 1940.31 ms [2021-11-01 18:39:37 main:581] : INFO : Epoch 1956 | loss: 0.0312534 | val_loss: 0.0312524 | Time: 1923.24 ms [2021-11-01 18:39:39 main:581] : INFO : Epoch 1957 | loss: 0.0312531 | val_loss: 0.0312525 | Time: 1965.54 ms [2021-11-01 18:39:41 main:581] : INFO : Epoch 1958 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 1958.91 ms [2021-11-01 18:39:43 main:581] : INFO : Epoch 1959 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1855.12 ms [2021-11-01 18:39:45 main:581] : INFO : Epoch 1960 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1865.63 ms [2021-11-01 18:39:46 main:581] : INFO : Epoch 1961 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1854.8 ms [2021-11-01 18:39:48 main:581] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1897.63 ms [2021-11-01 18:39:50 main:581] : INFO : Epoch 1963 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1946.73 ms [2021-11-01 18:39:52 main:581] : INFO : Epoch 1964 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1954.12 ms [2021-11-01 18:39:54 main:581] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1941.6 ms [2021-11-01 18:39:56 main:581] : INFO : Epoch 1966 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1989.18 ms [2021-11-01 18:39:58 main:581] : INFO : Epoch 1967 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1929.68 ms [2021-11-01 18:40:00 main:581] : INFO : Epoch 1968 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1861.41 ms [2021-11-01 18:40:02 main:581] : INFO : Epoch 1969 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1865.27 ms [2021-11-01 18:40:04 main:581] : INFO : Epoch 1970 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1862.79 ms [2021-11-01 18:40:06 main:581] : INFO : Epoch 1971 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1862.52 ms [2021-11-01 18:40:07 main:581] : INFO : Epoch 1972 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1869.12 ms [2021-11-01 18:40:09 main:581] : INFO : Epoch 1973 | loss: 0.03125 | val_loss: 0.031249 | Time: 1952.37 ms [2021-11-01 18:40:11 main:581] : INFO : Epoch 1974 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1946.55 ms [2021-11-01 18:40:13 main:581] : INFO : Epoch 1975 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1921.34 ms [2021-11-01 18:40:15 main:581] : INFO : Epoch 1976 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1955.39 ms [2021-11-01 18:40:17 main:581] : INFO : Epoch 1977 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1936.42 ms [2021-11-01 18:40:19 main:581] : INFO : Epoch 1978 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1925.01 ms [2021-11-01 18:40:21 main:581] : INFO : Epoch 1979 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1880.66 ms [2021-11-01 18:40:23 main:581] : INFO : Epoch 1980 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1859.09 ms [2021-11-01 18:40:25 main:581] : INFO : Epoch 1981 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1856.97 ms [2021-11-01 18:40:27 main:581] : INFO : Epoch 1982 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1860.1 ms [2021-11-01 18:40:28 main:581] : INFO : Epoch 1983 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1859.89 ms [2021-11-01 18:40:30 main:581] : INFO : Epoch 1984 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1880.09 ms [2021-11-01 18:40:32 main:581] : INFO : Epoch 1985 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1870.38 ms [2021-11-01 18:40:34 main:581] : INFO : Epoch 1986 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1860.32 ms [2021-11-01 18:40:36 main:581] : INFO : Epoch 1987 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1856.31 ms [2021-11-01 18:40:38 main:581] : INFO : Epoch 1988 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1860.48 ms [2021-11-01 18:40:40 main:581] : INFO : Epoch 1989 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1863.46 ms [2021-11-01 18:40:41 main:581] : INFO : Epoch 1990 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1862.7 ms [2021-11-01 18:40:43 main:581] : INFO : Epoch 1991 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1860.31 ms [2021-11-01 18:40:45 main:581] : INFO : Epoch 1992 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1860.81 ms [2021-11-01 18:40:47 main:581] : INFO : Epoch 1993 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1897.65 ms [2021-11-01 18:40:49 main:581] : INFO : Epoch 1994 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 1857.56 ms [2021-11-01 18:40:51 main:581] : INFO : Epoch 1995 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 1856.39 ms [2021-11-01 18:40:53 main:581] : INFO : Epoch 1996 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1857.08 ms [2021-11-01 18:40:54 main:581] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1858.03 ms [2021-11-01 18:40:56 main:581] : INFO : Epoch 1998 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1888.22 ms [2021-11-01 18:40:58 main:581] : INFO : Epoch 1999 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1942.17 ms [2021-11-01 18:41:00 main:581] : INFO : Epoch 2000 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1880.3 ms [2021-11-01 18:41:02 main:581] : INFO : Epoch 2001 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1849.42 ms [2021-11-01 18:41:04 main:581] : INFO : Epoch 2002 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1854.77 ms [2021-11-01 18:41:06 main:581] : INFO : Epoch 2003 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1857.1 ms [2021-11-01 18:41:08 main:581] : INFO : Epoch 2004 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1856.61 ms [2021-11-01 18:41:09 main:581] : INFO : Epoch 2005 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1857.91 ms [2021-11-01 18:41:11 main:581] : INFO : Epoch 2006 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1859.77 ms [2021-11-01 18:41:13 main:581] : INFO : Epoch 2007 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1854.99 ms [2021-11-01 18:41:15 main:581] : INFO : Epoch 2008 | loss: 0.031251 | val_loss: 0.0312494 | Time: 1860.84 ms [2021-11-01 18:41:17 main:581] : INFO : Epoch 2009 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 1858.96 ms [2021-11-01 18:41:19 main:581] : INFO : Epoch 2010 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 1872.6 ms [2021-11-01 18:41:21 main:581] : INFO : Epoch 2011 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1870.12 ms [2021-11-01 18:41:23 main:581] : INFO : Epoch 2012 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1867.76 ms [2021-11-01 18:41:24 main:581] : INFO : Epoch 2013 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1861.44 ms [2021-11-01 18:41:26 main:581] : INFO : Epoch 2014 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1853.56 ms [2021-11-01 18:41:28 main:581] : INFO : Epoch 2015 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1855.99 ms [2021-11-01 18:41:30 main:581] : INFO : Epoch 2016 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1857.67 ms [2021-11-01 18:41:32 main:581] : INFO : Epoch 2017 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1873.28 ms [2021-11-01 18:41:34 main:581] : INFO : Epoch 2018 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1948.34 ms [2021-11-01 18:41:36 main:581] : INFO : Epoch 2019 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1880.92 ms [2021-11-01 18:41:38 main:581] : INFO : Epoch 2020 | loss: 0.0312508 | val_loss: 0.0312494 | Time: 1914.33 ms [2021-11-01 18:41:39 main:581] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.0312488 | Time: 1909.1 ms [2021-11-01 18:41:41 main:581] : INFO : Epoch 2022 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1878.62 ms [2021-11-01 18:41:43 main:581] : INFO : Epoch 2023 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1973.92 ms [2021-11-01 18:41:45 main:581] : INFO : Epoch 2024 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1970.42 ms [2021-11-01 18:41:47 main:581] : INFO : Epoch 2025 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 1946.62 ms [2021-11-01 18:41:49 main:581] : INFO : Epoch 2026 | loss: 0.0312495 | val_loss: 0.031249 | Time: 1949.59 ms [2021-11-01 18:41:51 main:581] : INFO : Epoch 2027 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1964.35 ms [2021-11-01 18:41:53 main:581] : INFO : Epoch 2028 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1962.58 ms [2021-11-01 18:41:55 main:581] : INFO : Epoch 2029 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1972.33 ms [2021-11-01 18:41:57 main:581] : INFO : Epoch 2030 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1938.79 ms [2021-11-01 18:41:59 main:581] : INFO : Epoch 2031 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 1851.21 ms [2021-11-01 18:42:01 main:581] : INFO : Epoch 2032 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 1859.59 ms [2021-11-01 18:42:03 main:581] : INFO : Epoch 2033 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1854.39 ms [2021-11-01 18:42:04 main:581] : INFO : Epoch 2034 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1851.25 ms [2021-11-01 18:42:06 main:581] : INFO : Epoch 2035 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1862.78 ms [2021-11-01 18:42:08 main:581] : INFO : Epoch 2036 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 1934.74 ms [2021-11-01 18:42:10 main:581] : INFO : Epoch 2037 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1854.95 ms [2021-11-01 18:42:12 main:581] : INFO : Epoch 2038 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1851.63 ms [2021-11-01 18:42:14 main:581] : INFO : Epoch 2039 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1851.74 ms [2021-11-01 18:42:16 main:581] : INFO : Epoch 2040 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1851.31 ms [2021-11-01 18:42:18 main:581] : INFO : Epoch 2041 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1847.59 ms [2021-11-01 18:42:19 main:581] : INFO : Epoch 2042 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1849.81 ms [2021-11-01 18:42:21 main:581] : INFO : Epoch 2043 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1854.86 ms [2021-11-01 18:42:23 main:581] : INFO : Epoch 2044 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1852.8 ms [2021-11-01 18:42:25 main:581] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.031249 | Time: 1856.67 ms [2021-11-01 18:42:27 main:581] : INFO : Epoch 2046 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1858.98 ms [2021-11-01 18:42:29 main:581] : INFO : Epoch 2047 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1876.9 ms [2021-11-01 18:42:31 main:581] : INFO : Epoch 2048 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1864.88 ms [2021-11-01 18:42:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.03125 [2021-11-01 18:42:31 main:610] : INFO : Saving end state to config to file [2021-11-01 18:42:31 main:615] : INFO : Success, exiting.. 18:42:31 (544461): 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)