Task 14027848
| Name | ParityModified-1647047723-5780-2-0_0 |
| Workunit | 11098165 |
| Created | 29 Mar 2022, 22:02:25 UTC |
| Sent | 3 Apr 2022, 14:46:46 UTC |
| Report deadline | 11 Apr 2022, 14:46:46 UTC |
| Received | 5 Apr 2022, 9:48:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 6 min 26 sec |
| CPU time | 1 hours 6 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 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 | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0312508 | Time: 2106.47 ms [2022-04-05 11:31:58 main:581] : INFO : Epoch 1537 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2099.3 ms [2022-04-05 11:32:00 main:581] : INFO : Epoch 1538 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2095.8 ms [2022-04-05 11:32:02 main:581] : INFO : Epoch 1539 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2098.04 ms [2022-04-05 11:32:04 main:581] : INFO : Epoch 1540 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1973.95 ms [2022-04-05 11:32:06 main:581] : INFO : Epoch 1541 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1905.15 ms [2022-04-05 11:32:08 main:581] : INFO : Epoch 1542 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1904.49 ms [2022-04-05 11:32:10 main:581] : INFO : Epoch 1543 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2031.87 ms [2022-04-05 11:32:12 main:581] : INFO : Epoch 1544 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2079.37 ms [2022-04-05 11:32:14 main:581] : INFO : Epoch 1545 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1901.27 ms [2022-04-05 11:32:16 main:581] : INFO : Epoch 1546 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1887.14 ms [2022-04-05 11:32:18 main:581] : INFO : Epoch 1547 | loss: 0.03125 | val_loss: 0.03125 | Time: 1895.48 ms [2022-04-05 11:32:20 main:581] : INFO : Epoch 1548 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1893.25 ms [2022-04-05 11:32:22 main:581] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1900.17 ms [2022-04-05 11:32:24 main:581] : INFO : Epoch 1550 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2013.47 ms [2022-04-05 11:32:26 main:581] : INFO : Epoch 1551 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1893.42 ms [2022-04-05 11:32:27 main:581] : INFO : Epoch 1552 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1890.75 ms [2022-04-05 11:32:29 main:581] : INFO : Epoch 1553 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1892.52 ms [2022-04-05 11:32:31 main:581] : INFO : Epoch 1554 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 1894.33 ms [2022-04-05 11:32:33 main:581] : INFO : Epoch 1555 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2051.55 ms [2022-04-05 11:32:35 main:581] : INFO : Epoch 1556 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2121.94 ms [2022-04-05 11:32:37 main:581] : INFO : Epoch 1557 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2028.04 ms [2022-04-05 11:32:39 main:581] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.03125 | Time: 1900.16 ms [2022-04-05 11:32:41 main:581] : INFO : Epoch 1559 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 2026.06 ms [2022-04-05 11:32:43 main:581] : INFO : Epoch 1560 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2082.59 ms [2022-04-05 11:32:45 main:581] : INFO : Epoch 1561 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1899.12 ms [2022-04-05 11:32:47 main:581] : INFO : Epoch 1562 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1913.88 ms [2022-04-05 11:32:49 main:581] : INFO : Epoch 1563 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1892.47 ms [2022-04-05 11:32:51 main:581] : INFO : Epoch 1564 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1888.78 ms [2022-04-05 11:32:53 main:581] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1907.43 ms [2022-04-05 11:32:55 main:581] : INFO : Epoch 1566 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1904.11 ms [2022-04-05 11:32:57 main:581] : INFO : Epoch 1567 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 1880.82 ms [2022-04-05 11:32:59 main:581] : INFO : Epoch 1568 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1891.63 ms [2022-04-05 11:33:01 main:581] : INFO : Epoch 1569 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1906.79 ms [2022-04-05 11:33:02 main:581] : INFO : Epoch 1570 | loss: 0.0312508 | val_loss: 0.0312543 | Time: 1916.54 ms [2022-04-05 11:33:04 main:581] : INFO : Epoch 1571 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 1937.62 ms [2022-04-05 11:33:06 main:581] : INFO : Epoch 1572 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1905.17 ms [2022-04-05 11:33:08 main:581] : INFO : Epoch 1573 | loss: 0.03125 | val_loss: 0.03125 | Time: 1915.95 ms [2022-04-05 11:33:10 main:581] : INFO : Epoch 1574 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1920.96 ms [2022-04-05 11:33:12 main:581] : INFO : Epoch 1575 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1912.38 ms [2022-04-05 11:33:14 main:581] : INFO : Epoch 1576 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1918.76 ms [2022-04-05 11:33:16 main:581] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1915.08 ms [2022-04-05 11:33:18 main:581] : INFO : Epoch 1578 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1958.09 ms [2022-04-05 11:33:20 main:581] : INFO : Epoch 1579 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1899.01 ms [2022-04-05 11:33:22 main:581] : INFO : Epoch 1580 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1892.4 ms [2022-04-05 11:33:24 main:581] : INFO : Epoch 1581 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1879.72 ms [2022-04-05 11:33:25 main:581] : INFO : Epoch 1582 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1899.26 ms [2022-04-05 11:33:27 main:581] : INFO : Epoch 1583 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1900.11 ms [2022-04-05 11:33:29 main:581] : INFO : Epoch 1584 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1902.74 ms [2022-04-05 11:33:31 main:581] : INFO : Epoch 1585 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1886.9 ms [2022-04-05 11:33:33 main:581] : INFO : Epoch 1586 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1898.46 ms [2022-04-05 11:33:35 main:581] : INFO : Epoch 1587 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1891.55 ms [2022-04-05 11:33:37 main:581] : INFO : Epoch 1588 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 1885.43 ms [2022-04-05 11:33:39 main:581] : INFO : Epoch 1589 | loss: 0.0312512 | val_loss: 0.0312521 | Time: 1904.77 ms [2022-04-05 11:33:41 main:581] : INFO : Epoch 1590 | loss: 0.0312521 | val_loss: 0.0312502 | Time: 1886.84 ms [2022-04-05 11:33:42 main:581] : INFO : Epoch 1591 | loss: 0.0312522 | val_loss: 0.0312529 | Time: 1888.85 ms [2022-04-05 11:33:44 main:581] : INFO : Epoch 1592 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1881.98 ms [2022-04-05 11:33:46 main:581] : INFO : Epoch 1593 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1881.73 ms [2022-04-05 11:33:48 main:581] : INFO : Epoch 1594 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1891.56 ms [2022-04-05 11:33:50 main:581] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1878.74 ms [2022-04-05 11:33:52 main:581] : INFO : Epoch 1596 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1901.46 ms [2022-04-05 11:33:54 main:581] : INFO : Epoch 1597 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1893.98 ms [2022-04-05 11:33:56 main:581] : INFO : Epoch 1598 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 1905.45 ms [2022-04-05 11:33:58 main:581] : INFO : Epoch 1599 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1899.52 ms [2022-04-05 11:34:00 main:581] : INFO : Epoch 1600 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1899.76 ms [2022-04-05 11:34:01 main:581] : INFO : Epoch 1601 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1887.44 ms [2022-04-05 11:34:03 main:581] : INFO : Epoch 1602 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 1897.2 ms [2022-04-05 11:34:05 main:581] : INFO : Epoch 1603 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1916.08 ms [2022-04-05 11:34:07 main:581] : INFO : Epoch 1604 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1928.06 ms [2022-04-05 11:34:09 main:581] : INFO : Epoch 1605 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1891.36 ms [2022-04-05 11:34:11 main:581] : INFO : Epoch 1606 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1896.25 ms [2022-04-05 11:34:13 main:581] : INFO : Epoch 1607 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1889.92 ms [2022-04-05 11:34:15 main:581] : INFO : Epoch 1608 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1893.27 ms [2022-04-05 11:34:17 main:581] : INFO : Epoch 1609 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1887.95 ms [2022-04-05 11:34:19 main:581] : INFO : Epoch 1610 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1893.33 ms [2022-04-05 11:34:20 main:581] : INFO : Epoch 1611 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1891.34 ms [2022-04-05 11:34:22 main:581] : INFO : Epoch 1612 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1876.04 ms [2022-04-05 11:34:24 main:581] : INFO : Epoch 1613 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1886.26 ms [2022-04-05 11:34:26 main:581] : INFO : Epoch 1614 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 1886.43 ms [2022-04-05 11:34:28 main:581] : INFO : Epoch 1615 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1898.23 ms [2022-04-05 11:34:30 main:581] : INFO : Epoch 1616 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1885.65 ms [2022-04-05 11:34:32 main:581] : INFO : Epoch 1617 | loss: 0.03125 | val_loss: 0.03125 | Time: 1901.03 ms [2022-04-05 11:34:34 main:581] : INFO : Epoch 1618 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1891.15 ms [2022-04-05 11:34:36 main:581] : INFO : Epoch 1619 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1905.9 ms [2022-04-05 11:34:37 main:581] : INFO : Epoch 1620 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1904.88 ms [2022-04-05 11:34:39 main:581] : INFO : Epoch 1621 | loss: 0.03125 | val_loss: 0.03125 | Time: 1886.92 ms [2022-04-05 11:34:41 main:581] : INFO : Epoch 1622 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1893.52 ms [2022-04-05 11:34:43 main:581] : INFO : Epoch 1623 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1883.32 ms [2022-04-05 11:34:45 main:581] : INFO : Epoch 1624 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1903.21 ms [2022-04-05 11:34:47 main:581] : INFO : Epoch 1625 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1889.47 ms [2022-04-05 11:34:49 main:581] : INFO : Epoch 1626 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1887.4 ms [2022-04-05 11:34:51 main:581] : INFO : Epoch 1627 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1892.98 ms [2022-04-05 11:34:53 main:581] : INFO : Epoch 1628 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1896.56 ms [2022-04-05 11:34:54 main:581] : INFO : Epoch 1629 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1879.21 ms [2022-04-05 11:34:56 main:581] : INFO : Epoch 1630 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 1894.29 ms [2022-04-05 11:34:58 main:581] : INFO : Epoch 1631 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1878.41 ms [2022-04-05 11:35:00 main:581] : INFO : Epoch 1632 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 1898.99 ms [2022-04-05 11:35:02 main:581] : INFO : Epoch 1633 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1882.63 ms [2022-04-05 11:35:04 main:581] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1890.33 ms [2022-04-05 11:35:06 main:581] : INFO : Epoch 1635 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1914.15 ms [2022-04-05 11:35:08 main:581] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1893.06 ms [2022-04-05 11:35:10 main:581] : INFO : Epoch 1637 | loss: 0.0312501 | val_loss: 0.0312527 | Time: 1900.73 ms [2022-04-05 11:35:11 main:581] : INFO : Epoch 1638 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1894.1 ms [2022-04-05 11:35:13 main:581] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1898.05 ms [2022-04-05 11:35:15 main:581] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1934.71 ms [2022-04-05 11:35:17 main:581] : INFO : Epoch 1641 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1893.51 ms [2022-04-05 11:35:19 main:581] : INFO : Epoch 1642 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1904.03 ms [2022-04-05 11:35:21 main:581] : INFO : Epoch 1643 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1905.66 ms [2022-04-05 11:35:23 main:581] : INFO : Epoch 1644 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1890.76 ms [2022-04-05 11:35:25 main:581] : INFO : Epoch 1645 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1985.24 ms [2022-04-05 11:35:27 main:581] : INFO : Epoch 1646 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 2166.28 ms [2022-04-05 11:35:29 main:581] : INFO : Epoch 1647 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2093.63 ms [2022-04-05 11:35:31 main:581] : INFO : Epoch 1648 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2158.85 ms [2022-04-05 11:35:33 main:581] : INFO : Epoch 1649 | loss: 0.03125 | val_loss: 0.03125 | Time: 1946.32 ms [2022-04-05 11:35:35 main:581] : INFO : Epoch 1650 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2013.76 ms [2022-04-05 11:35:37 main:581] : INFO : Epoch 1651 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1925.91 ms [2022-04-05 11:35:39 main:581] : INFO : Epoch 1652 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1900.8 ms [2022-04-05 11:35:41 main:581] : INFO : Epoch 1653 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1927.98 ms [2022-04-05 11:35:43 main:581] : INFO : Epoch 1654 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1945.15 ms [2022-04-05 11:35:45 main:581] : INFO : Epoch 1655 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1899.96 ms [2022-04-05 11:35:47 main:581] : INFO : Epoch 1656 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1893.87 ms [2022-04-05 11:35:49 main:581] : INFO : Epoch 1657 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 1896.29 ms [2022-04-05 11:35:51 main:581] : INFO : Epoch 1658 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1887.36 ms [2022-04-05 11:35:52 main:581] : INFO : Epoch 1659 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1898.29 ms [2022-04-05 11:35:54 main:581] : INFO : Epoch 1660 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1904.67 ms [2022-04-05 11:35:56 main:581] : INFO : Epoch 1661 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1893.2 ms [2022-04-05 11:35:58 main:581] : INFO : Epoch 1662 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1901.07 ms [2022-04-05 11:36:00 main:581] : INFO : Epoch 1663 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 1877.38 ms [2022-04-05 11:36:02 main:581] : INFO : Epoch 1664 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1887.46 ms [2022-04-05 11:36:04 main:581] : INFO : Epoch 1665 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1883.99 ms [2022-04-05 11:36:06 main:581] : INFO : Epoch 1666 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1897.62 ms [2022-04-05 11:36:08 main:581] : INFO : Epoch 1667 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1888.55 ms [2022-04-05 11:36:09 main:581] : INFO : Epoch 1668 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1879.39 ms [2022-04-05 11:36:11 main:581] : INFO : Epoch 1669 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 1878.54 ms [2022-04-05 11:36:13 main:581] : INFO : Epoch 1670 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1883.86 ms [2022-04-05 11:36:15 main:581] : INFO : Epoch 1671 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1866.53 ms [2022-04-05 11:36:17 main:581] : INFO : Epoch 1672 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1876.49 ms [2022-04-05 11:36:19 main:581] : INFO : Epoch 1673 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1876.84 ms [2022-04-05 11:36:21 main:581] : INFO : Epoch 1674 | loss: 0.031251 | val_loss: 0.0312526 | Time: 2038.09 ms [2022-04-05 11:36:23 main:581] : INFO : Epoch 1675 | loss: 0.0312543 | val_loss: 0.0312517 | Time: 1884.77 ms [2022-04-05 11:36:25 main:581] : INFO : Epoch 1676 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1894.35 ms [2022-04-05 11:36:27 main:581] : INFO : Epoch 1677 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1890.95 ms [2022-04-05 11:36:28 main:581] : INFO : Epoch 1678 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1900.59 ms [2022-04-05 11:36:31 main:581] : INFO : Epoch 1679 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2051.76 ms [2022-04-05 11:36:33 main:581] : INFO : Epoch 1680 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 2117.68 ms [2022-04-05 11:36:35 main:581] : INFO : Epoch 1681 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2102.56 ms [2022-04-05 11:36:37 main:581] : INFO : Epoch 1682 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1890.8 ms [2022-04-05 11:36:39 main:581] : INFO : Epoch 1683 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1889.88 ms [2022-04-05 11:36:40 main:581] : INFO : Epoch 1684 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 1888.37 ms [2022-04-05 11:36:42 main:581] : INFO : Epoch 1685 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1895.63 ms [2022-04-05 11:36:44 main:581] : INFO : Epoch 1686 | loss: 0.0312499 | val_loss: 0.0312531 | Time: 1881.76 ms [2022-04-05 11:36:46 main:581] : INFO : Epoch 1687 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1893.4 ms [2022-04-05 11:36:48 main:581] : INFO : Epoch 1688 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1882.8 ms [2022-04-05 11:36:50 main:581] : INFO : Epoch 1689 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1895.08 ms [2022-04-05 11:36:52 main:581] : INFO : Epoch 1690 | loss: 0.03125 | val_loss: 0.031251 | Time: 1885.3 ms [2022-04-05 11:36:54 main:581] : INFO : Epoch 1691 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1886.02 ms [2022-04-05 11:36:56 main:581] : INFO : Epoch 1692 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1892.4 ms [2022-04-05 11:36:57 main:581] : INFO : Epoch 1693 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1887.68 ms [2022-04-05 11:36:59 main:581] : INFO : Epoch 1694 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1872.58 ms [2022-04-05 11:37:01 main:581] : INFO : Epoch 1695 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1900.42 ms [2022-04-05 11:37:03 main:581] : INFO : Epoch 1696 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1890.45 ms [2022-04-05 11:37:05 main:581] : INFO : Epoch 1697 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1904.98 ms [2022-04-05 11:37:07 main:581] : INFO : Epoch 1698 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1892 ms [2022-04-05 11:37:09 main:581] : INFO : Epoch 1699 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1895.99 ms [2022-04-05 11:37:11 main:581] : INFO : Epoch 1700 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1915.19 ms [2022-04-05 11:37:13 main:581] : INFO : Epoch 1701 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1884.43 ms [2022-04-05 11:37:14 main:581] : INFO : Epoch 1702 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1896.71 ms [2022-04-05 11:37:16 main:581] : INFO : Epoch 1703 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1895.35 ms [2022-04-05 11:37:18 main:581] : INFO : Epoch 1704 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1897.16 ms [2022-04-05 11:37:20 main:581] : INFO : Epoch 1705 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1897.32 ms [2022-04-05 11:37:22 main:581] : INFO : Epoch 1706 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1893.56 ms [2022-04-05 11:37:24 main:581] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1895.12 ms [2022-04-05 11:37:26 main:581] : INFO : Epoch 1708 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1943.34 ms [2022-04-05 11:37:28 main:581] : INFO : Epoch 1709 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1942.03 ms [2022-04-05 11:37:30 main:581] : INFO : Epoch 1710 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1906.69 ms [2022-04-05 11:37:32 main:581] : INFO : Epoch 1711 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1899.33 ms [2022-04-05 11:37:34 main:581] : INFO : Epoch 1712 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1901.87 ms [2022-04-05 11:37:35 main:581] : INFO : Epoch 1713 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1908.86 ms [2022-04-05 11:37:38 main:581] : INFO : Epoch 1714 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2027.51 ms [2022-04-05 11:37:40 main:581] : INFO : Epoch 1715 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2188.07 ms [2022-04-05 11:37:42 main:581] : INFO : Epoch 1716 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1961.78 ms [2022-04-05 11:37:44 main:581] : INFO : Epoch 1717 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1922.39 ms [2022-04-05 11:37:46 main:581] : INFO : Epoch 1718 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1992.05 ms [2022-04-05 11:37:48 main:581] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2002.25 ms [2022-04-05 11:37:49 main:581] : INFO : Epoch 1720 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 1898.6 ms [2022-04-05 11:37:51 main:581] : INFO : Epoch 1721 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1919.55 ms [2022-04-05 11:37:53 main:581] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1924.36 ms [2022-04-05 11:37:55 main:581] : INFO : Epoch 1723 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1884.28 ms [2022-04-05 11:37:57 main:581] : INFO : Epoch 1724 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1920.21 ms [2022-04-05 11:37:59 main:581] : INFO : Epoch 1725 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1905.94 ms [2022-04-05 11:38:01 main:581] : INFO : Epoch 1726 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1927.62 ms [2022-04-05 11:38:03 main:581] : INFO : Epoch 1727 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1904.63 ms [2022-04-05 11:38:05 main:581] : INFO : Epoch 1728 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1963.5 ms [2022-04-05 11:38:07 main:581] : INFO : Epoch 1729 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1864.99 ms [2022-04-05 11:38:09 main:581] : INFO : Epoch 1730 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1898.12 ms [2022-04-05 11:38:11 main:581] : INFO : Epoch 1731 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1937.19 ms [2022-04-05 11:38:12 main:581] : INFO : Epoch 1732 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1898.97 ms [2022-04-05 11:38:14 main:581] : INFO : Epoch 1733 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1908.41 ms [2022-04-05 11:38:16 main:581] : INFO : Epoch 1734 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1934.85 ms [2022-04-05 11:38:18 main:581] : INFO : Epoch 1735 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1905.57 ms [2022-04-05 11:38:20 main:581] : INFO : Epoch 1736 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1948.77 ms [2022-04-05 11:38:22 main:581] : INFO : Epoch 1737 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1907.33 ms [2022-04-05 11:38:24 main:581] : INFO : Epoch 1738 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1882.08 ms [2022-04-05 11:38:26 main:581] : INFO : Epoch 1739 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1920 ms [2022-04-05 11:38:28 main:581] : INFO : Epoch 1740 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1921.44 ms [2022-04-05 11:38:30 main:581] : INFO : Epoch 1741 | loss: 0.0312498 | val_loss: 0.0312531 | Time: 2077.78 ms [2022-04-05 11:38:32 main:581] : INFO : Epoch 1742 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2075.05 ms [2022-04-05 11:38:34 main:581] : INFO : Epoch 1743 | loss: 0.031252 | val_loss: 0.0312543 | Time: 1991.24 ms [2022-04-05 11:38:36 main:581] : INFO : Epoch 1744 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2044.4 ms [2022-04-05 11:38:38 main:581] : INFO : Epoch 1745 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1892.65 ms [2022-04-05 11:38:40 main:581] : INFO : Epoch 1746 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1893.19 ms [2022-04-05 11:38:42 main:581] : INFO : Epoch 1747 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1891.94 ms [2022-04-05 11:38:44 main:581] : INFO : Epoch 1748 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1896.43 ms [2022-04-05 11:38:45 main:581] : INFO : Epoch 1749 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1908.07 ms [2022-04-05 11:38:47 main:581] : INFO : Epoch 1750 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1966.17 ms [2022-04-05 11:38:49 main:581] : INFO : Epoch 1751 | loss: 0.0312498 | val_loss: 0.031251 | Time: 2091.71 ms [2022-04-05 11:38:52 main:581] : INFO : Epoch 1752 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2035.9 ms [2022-04-05 11:38:54 main:581] : INFO : Epoch 1753 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 2151.18 ms [2022-04-05 11:38:56 main:581] : INFO : Epoch 1754 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2153.59 ms [2022-04-05 11:38:58 main:581] : INFO : Epoch 1755 | loss: 0.0312517 | val_loss: 0.0312525 | Time: 2191.66 ms [2022-04-05 11:39:00 main:581] : INFO : Epoch 1756 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2149.31 ms [2022-04-05 11:39:02 main:581] : INFO : Epoch 1757 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2139.03 ms [2022-04-05 11:39:04 main:581] : INFO : Epoch 1758 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1888.93 ms [2022-04-05 11:39:06 main:581] : INFO : Epoch 1759 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1952.27 ms [2022-04-05 11:39:08 main:581] : INFO : Epoch 1760 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1959.29 ms [2022-04-05 11:39:10 main:581] : INFO : Epoch 1761 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1917.84 ms [2022-04-05 11:39:12 main:581] : INFO : Epoch 1762 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1882.06 ms [2022-04-05 11:39:14 main:581] : INFO : Epoch 1763 | loss: 0.0312503 | val_loss: 0.031252 | Time: 1887.83 ms [2022-04-05 11:39:16 main:581] : INFO : Epoch 1764 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1889.19 ms [2022-04-05 11:39:18 main:581] : INFO : Epoch 1765 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1893.52 ms [2022-04-05 11:39:19 main:581] : INFO : Epoch 1766 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1909.35 ms [2022-04-05 11:39:21 main:581] : INFO : Epoch 1767 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1908.43 ms [2022-04-05 11:39:23 main:581] : INFO : Epoch 1768 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1887.72 ms [2022-04-05 11:39:25 main:581] : INFO : Epoch 1769 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1886.28 ms [2022-04-05 11:39:27 main:581] : INFO : Epoch 1770 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1874.39 ms [2022-04-05 11:39:29 main:581] : INFO : Epoch 1771 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1881.7 ms [2022-04-05 11:39:31 main:581] : INFO : Epoch 1772 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1904 ms [2022-04-05 11:39:33 main:581] : INFO : Epoch 1773 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1885.99 ms [2022-04-05 11:39:35 main:581] : INFO : Epoch 1774 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1894.13 ms [2022-04-05 11:39:37 main:581] : INFO : Epoch 1775 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1894.28 ms [2022-04-05 11:39:38 main:581] : INFO : Epoch 1776 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1896.55 ms [2022-04-05 11:39:40 main:581] : INFO : Epoch 1777 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1892.02 ms [2022-04-05 11:39:42 main:581] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1895.03 ms [2022-04-05 11:39:44 main:581] : INFO : Epoch 1779 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1885.59 ms [2022-04-05 11:39:46 main:581] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1888.31 ms [2022-04-05 11:39:48 main:581] : INFO : Epoch 1781 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1872.31 ms [2022-04-05 11:39:50 main:581] : INFO : Epoch 1782 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1881.15 ms [2022-04-05 11:39:52 main:581] : INFO : Epoch 1783 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1893.08 ms [2022-04-05 11:39:54 main:581] : INFO : Epoch 1784 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1888.49 ms [2022-04-05 11:39:55 main:581] : INFO : Epoch 1785 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1887.78 ms [2022-04-05 11:39:57 main:581] : INFO : Epoch 1786 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1895.42 ms [2022-04-05 11:39:59 main:581] : INFO : Epoch 1787 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1892.79 ms [2022-04-05 11:40:01 main:581] : INFO : Epoch 1788 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1902.45 ms [2022-04-05 11:40:03 main:581] : INFO : Epoch 1789 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1894.63 ms [2022-04-05 11:40:05 main:581] : INFO : Epoch 1790 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1888.22 ms [2022-04-05 11:40:07 main:581] : INFO : Epoch 1791 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1888.74 ms [2022-04-05 11:40:09 main:581] : INFO : Epoch 1792 | loss: 0.03125 | val_loss: 0.03125 | Time: 1894.74 ms [2022-04-05 11:40:11 main:581] : INFO : Epoch 1793 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1899.86 ms [2022-04-05 11:40:12 main:581] : INFO : Epoch 1794 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 1877.26 ms [2022-04-05 11:40:14 main:581] : INFO : Epoch 1795 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1953.25 ms [2022-04-05 11:40:16 main:581] : INFO : Epoch 1796 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1913.7 ms [2022-04-05 11:40:18 main:581] : INFO : Epoch 1797 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1888.82 ms [2022-04-05 11:40:20 main:581] : INFO : Epoch 1798 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1885.22 ms [2022-04-05 11:40:22 main:581] : INFO : Epoch 1799 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1900.82 ms [2022-04-05 11:40:24 main:581] : INFO : Epoch 1800 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1898.15 ms [2022-04-05 11:40:26 main:581] : INFO : Epoch 1801 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1884.78 ms [2022-04-05 11:40:28 main:581] : INFO : Epoch 1802 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1891.06 ms [2022-04-05 11:40:30 main:581] : INFO : Epoch 1803 | loss: 0.0312507 | val_loss: 0.0312532 | Time: 1911.23 ms [2022-04-05 11:40:31 main:581] : INFO : Epoch 1804 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1897.05 ms [2022-04-05 11:40:33 main:581] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1892 ms [2022-04-05 11:40:35 main:581] : INFO : Epoch 1806 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1908.61 ms [2022-04-05 11:40:37 main:581] : INFO : Epoch 1807 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1913.26 ms [2022-04-05 11:40:39 main:581] : INFO : Epoch 1808 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1931.35 ms [2022-04-05 11:40:41 main:581] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1920.36 ms [2022-04-05 11:40:43 main:581] : INFO : Epoch 1810 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1942.82 ms [2022-04-05 11:40:45 main:581] : INFO : Epoch 1811 | loss: 0.031256 | val_loss: 0.031255 | Time: 2086.57 ms [2022-04-05 11:40:47 main:581] : INFO : Epoch 1812 | loss: 0.0312533 | val_loss: 0.0312509 | Time: 1959.11 ms [2022-04-05 11:40:49 main:581] : INFO : Epoch 1813 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1943.18 ms [2022-04-05 11:40:51 main:581] : INFO : Epoch 1814 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1921.87 ms [2022-04-05 11:40:53 main:581] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1873.28 ms [2022-04-05 11:40:55 main:581] : INFO : Epoch 1816 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1950.95 ms [2022-04-05 11:40:57 main:581] : INFO : Epoch 1817 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2111.25 ms [2022-04-05 11:40:59 main:581] : INFO : Epoch 1818 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2115.93 ms [2022-04-05 11:41:01 main:581] : INFO : Epoch 1819 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1912.78 ms [2022-04-05 11:41:03 main:581] : INFO : Epoch 1820 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1863.54 ms [2022-04-05 11:41:05 main:581] : INFO : Epoch 1821 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2003.75 ms [2022-04-05 11:41:07 main:581] : INFO : Epoch 1822 | loss: 0.0312526 | val_loss: 0.0312517 | Time: 1899.4 ms [2022-04-05 11:41:09 main:581] : INFO : Epoch 1823 | loss: 0.0312517 | val_loss: 0.031251 | Time: 1885.9 ms [2022-04-05 11:41:10 main:581] : INFO : Epoch 1824 | loss: 0.0312519 | val_loss: 0.0312541 | Time: 1891.14 ms [2022-04-05 11:41:12 main:581] : INFO : Epoch 1825 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1893.16 ms [2022-04-05 11:41:14 main:581] : INFO : Epoch 1826 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1891.55 ms [2022-04-05 11:41:16 main:581] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1887.66 ms [2022-04-05 11:41:18 main:581] : INFO : Epoch 1828 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1886.35 ms [2022-04-05 11:41:20 main:581] : INFO : Epoch 1829 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1871.36 ms [2022-04-05 11:41:22 main:581] : INFO : Epoch 1830 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1880.83 ms [2022-04-05 11:41:24 main:581] : INFO : Epoch 1831 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1883.01 ms [2022-04-05 11:41:25 main:581] : INFO : Epoch 1832 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1906.01 ms [2022-04-05 11:41:27 main:581] : INFO : Epoch 1833 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1970.64 ms [2022-04-05 11:41:29 main:581] : INFO : Epoch 1834 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1965.29 ms [2022-04-05 11:41:31 main:581] : INFO : Epoch 1835 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1916.85 ms [2022-04-05 11:41:33 main:581] : INFO : Epoch 1836 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1919.91 ms [2022-04-05 11:41:35 main:581] : INFO : Epoch 1837 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1887.32 ms [2022-04-05 11:41:37 main:581] : INFO : Epoch 1838 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1889.5 ms [2022-04-05 11:41:39 main:581] : INFO : Epoch 1839 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1917.83 ms [2022-04-05 11:41:41 main:581] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1894.01 ms [2022-04-05 11:41:43 main:581] : INFO : Epoch 1841 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1888.19 ms [2022-04-05 11:41:45 main:581] : INFO : Epoch 1842 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 1885.17 ms [2022-04-05 11:41:47 main:581] : INFO : Epoch 1843 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1903.41 ms [2022-04-05 11:41:48 main:581] : INFO : Epoch 1844 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1889.97 ms [2022-04-05 11:41:50 main:581] : INFO : Epoch 1845 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1884.44 ms [2022-04-05 11:41:52 main:581] : INFO : Epoch 1846 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1877.21 ms [2022-04-05 11:41:54 main:581] : INFO : Epoch 1847 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1899.87 ms [2022-04-05 11:41:56 main:581] : INFO : Epoch 1848 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1957.7 ms [2022-04-05 11:41:58 main:581] : INFO : Epoch 1849 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1921.37 ms [2022-04-05 11:42:00 main:581] : INFO : Epoch 1850 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1895.34 ms [2022-04-05 11:42:02 main:581] : INFO : Epoch 1851 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1885.38 ms [2022-04-05 11:42:04 main:581] : INFO : Epoch 1852 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1873.44 ms [2022-04-05 11:42:06 main:581] : INFO : Epoch 1853 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1886.41 ms [2022-04-05 11:42:07 main:581] : INFO : Epoch 1854 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1866.99 ms [2022-04-05 11:42:09 main:581] : INFO : Epoch 1855 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1876.01 ms [2022-04-05 11:42:11 main:581] : INFO : Epoch 1856 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1887.3 ms [2022-04-05 11:42:13 main:581] : INFO : Epoch 1857 | loss: 0.0312501 | val_loss: 0.0312543 | Time: 1888.08 ms [2022-04-05 11:42:15 main:581] : INFO : Epoch 1858 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1882.06 ms [2022-04-05 11:42:17 main:581] : INFO : Epoch 1859 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1877.86 ms [2022-04-05 11:42:19 main:581] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.0312529 | Time: 1877.51 ms [2022-04-05 11:42:21 main:581] : INFO : Epoch 1861 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2042.1 ms [2022-04-05 11:42:23 main:581] : INFO : Epoch 1862 | loss: 0.0312534 | val_loss: 0.0312528 | Time: 2182.06 ms [2022-04-05 11:42:25 main:581] : INFO : Epoch 1863 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 2140.8 ms [2022-04-05 11:42:27 main:581] : INFO : Epoch 1864 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2105.53 ms [2022-04-05 11:42:29 main:581] : INFO : Epoch 1865 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2167.04 ms [2022-04-05 11:42:31 main:581] : INFO : Epoch 1866 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2143.38 ms [2022-04-05 11:42:34 main:581] : INFO : Epoch 1867 | loss: 0.0313925 | val_loss: 0.0316475 | Time: 2108.12 ms [2022-04-05 11:42:36 main:581] : INFO : Epoch 1868 | loss: 0.0410883 | val_loss: 0.0339401 | Time: 2019.93 ms [2022-04-05 11:42:38 main:581] : INFO : Epoch 1869 | loss: 0.0327461 | val_loss: 0.0315372 | Time: 1980.16 ms [2022-04-05 11:42:40 main:581] : INFO : Epoch 1870 | loss: 0.0313901 | val_loss: 0.031292 | Time: 1948.81 ms [2022-04-05 11:42:41 main:581] : INFO : Epoch 1871 | loss: 0.0312768 | val_loss: 0.0312606 | Time: 1878.93 ms [2022-04-05 11:42:43 main:581] : INFO : Epoch 1872 | loss: 0.0312551 | val_loss: 0.0312543 | Time: 1901.88 ms [2022-04-05 11:42:45 main:581] : INFO : Epoch 1873 | loss: 0.0312518 | val_loss: 0.0312521 | Time: 1883.98 ms [2022-04-05 11:42:47 main:581] : INFO : Epoch 1874 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 1931.65 ms [2022-04-05 11:42:49 main:581] : INFO : Epoch 1875 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1958.28 ms [2022-04-05 11:42:51 main:581] : INFO : Epoch 1876 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1869.46 ms [2022-04-05 11:42:53 main:581] : INFO : Epoch 1877 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1873.21 ms [2022-04-05 11:42:55 main:581] : INFO : Epoch 1878 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2107.7 ms [2022-04-05 11:42:57 main:581] : INFO : Epoch 1879 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1931.36 ms [2022-04-05 11:42:59 main:581] : INFO : Epoch 1880 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1934.7 ms [2022-04-05 11:43:01 main:581] : INFO : Epoch 1881 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1957.79 ms [2022-04-05 11:43:03 main:581] : INFO : Epoch 1882 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1882.73 ms [2022-04-05 11:43:04 main:581] : INFO : Epoch 1883 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1866.35 ms [2022-04-05 11:43:06 main:581] : INFO : Epoch 1884 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1896.45 ms [2022-04-05 11:43:08 main:581] : INFO : Epoch 1885 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1910.45 ms [2022-04-05 11:43:10 main:581] : INFO : Epoch 1886 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2128.05 ms [2022-04-05 11:43:13 main:581] : INFO : Epoch 1887 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2121.61 ms [2022-04-05 11:43:15 main:581] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2157.37 ms [2022-04-05 11:43:17 main:581] : INFO : Epoch 1889 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2199.58 ms [2022-04-05 11:43:19 main:581] : INFO : Epoch 1890 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1974.59 ms [2022-04-05 11:43:21 main:581] : INFO : Epoch 1891 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1929.22 ms [2022-04-05 11:43:23 main:581] : INFO : Epoch 1892 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1886.82 ms [2022-04-05 11:43:25 main:581] : INFO : Epoch 1893 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1895.95 ms [2022-04-05 11:43:27 main:581] : INFO : Epoch 1894 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1941.76 ms [2022-04-05 11:43:29 main:581] : INFO : Epoch 1895 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2073.11 ms [2022-04-05 11:43:31 main:581] : INFO : Epoch 1896 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1921.67 ms [2022-04-05 11:43:32 main:581] : INFO : Epoch 1897 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1961.06 ms [2022-04-05 11:43:34 main:581] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1915.87 ms [2022-04-05 11:43:36 main:581] : INFO : Epoch 1899 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1860.69 ms [2022-04-05 11:43:38 main:581] : INFO : Epoch 1900 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1899.18 ms [2022-04-05 11:43:40 main:581] : INFO : Epoch 1901 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1913.22 ms [2022-04-05 11:43:42 main:581] : INFO : Epoch 1902 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1897.64 ms [2022-04-05 11:43:44 main:581] : INFO : Epoch 1903 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1903.79 ms [2022-04-05 11:43:46 main:581] : INFO : Epoch 1904 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1892.99 ms [2022-04-05 11:43:48 main:581] : INFO : Epoch 1905 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1914.69 ms [2022-04-05 11:43:50 main:581] : INFO : Epoch 1906 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1896.23 ms [2022-04-05 11:43:51 main:581] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1896.71 ms [2022-04-05 11:43:53 main:581] : INFO : Epoch 1908 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1888.66 ms [2022-04-05 11:43:55 main:581] : INFO : Epoch 1909 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1888.25 ms [2022-04-05 11:43:57 main:581] : INFO : Epoch 1910 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1896.68 ms [2022-04-05 11:43:59 main:581] : INFO : Epoch 1911 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1892.95 ms [2022-04-05 11:44:01 main:581] : INFO : Epoch 1912 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1880.54 ms [2022-04-05 11:44:03 main:581] : INFO : Epoch 1913 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1884.58 ms [2022-04-05 11:44:05 main:581] : INFO : Epoch 1914 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1889.61 ms [2022-04-05 11:44:07 main:581] : INFO : Epoch 1915 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1877.17 ms [2022-04-05 11:44:08 main:581] : INFO : Epoch 1916 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1882.13 ms [2022-04-05 11:44:10 main:581] : INFO : Epoch 1917 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1887.25 ms [2022-04-05 11:44:12 main:581] : INFO : Epoch 1918 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1990.21 ms [2022-04-05 11:44:15 main:581] : INFO : Epoch 1919 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2143.99 ms [2022-04-05 11:44:17 main:581] : INFO : Epoch 1920 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2103.38 ms [2022-04-05 11:44:19 main:581] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2103.33 ms [2022-04-05 11:44:21 main:581] : INFO : Epoch 1922 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 2103.7 ms [2022-04-05 11:44:23 main:581] : INFO : Epoch 1923 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2039.26 ms [2022-04-05 11:44:25 main:581] : INFO : Epoch 1924 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2115.36 ms [2022-04-05 11:44:27 main:581] : INFO : Epoch 1925 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2131.22 ms [2022-04-05 11:44:29 main:581] : INFO : Epoch 1926 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1963.51 ms [2022-04-05 11:44:31 main:581] : INFO : Epoch 1927 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1900.11 ms [2022-04-05 11:44:33 main:581] : INFO : Epoch 1928 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1887.69 ms [2022-04-05 11:44:35 main:581] : INFO : Epoch 1929 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 1879.96 ms [2022-04-05 11:44:37 main:581] : INFO : Epoch 1930 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1918.19 ms [2022-04-05 11:44:39 main:581] : INFO : Epoch 1931 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1915.37 ms [2022-04-05 11:44:40 main:581] : INFO : Epoch 1932 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1875.74 ms [2022-04-05 11:44:42 main:581] : INFO : Epoch 1933 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1885.04 ms [2022-04-05 11:44:44 main:581] : INFO : Epoch 1934 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1875.68 ms [2022-04-05 11:44:46 main:581] : INFO : Epoch 1935 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1859.7 ms [2022-04-05 11:44:48 main:581] : INFO : Epoch 1936 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1868.91 ms [2022-04-05 11:44:50 main:581] : INFO : Epoch 1937 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1860.07 ms [2022-04-05 11:44:52 main:581] : INFO : Epoch 1938 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1873.63 ms [2022-04-05 11:44:54 main:581] : INFO : Epoch 1939 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1898.15 ms [2022-04-05 11:44:55 main:581] : INFO : Epoch 1940 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1878.2 ms [2022-04-05 11:44:57 main:581] : INFO : Epoch 1941 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1901.69 ms [2022-04-05 11:44:59 main:581] : INFO : Epoch 1942 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1885.28 ms [2022-04-05 11:45:01 main:581] : INFO : Epoch 1943 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1897.65 ms [2022-04-05 11:45:03 main:581] : INFO : Epoch 1944 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1977.4 ms [2022-04-05 11:45:05 main:581] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2120.45 ms [2022-04-05 11:45:07 main:581] : INFO : Epoch 1946 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2073.26 ms [2022-04-05 11:45:09 main:581] : INFO : Epoch 1947 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2052.43 ms [2022-04-05 11:45:11 main:581] : INFO : Epoch 1948 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1870.68 ms [2022-04-05 11:45:13 main:581] : INFO : Epoch 1949 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1901.15 ms [2022-04-05 11:45:15 main:581] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1898.84 ms [2022-04-05 11:45:17 main:581] : INFO : Epoch 1951 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2084.06 ms [2022-04-05 11:45:19 main:581] : INFO : Epoch 1952 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1920.36 ms [2022-04-05 11:45:21 main:581] : INFO : Epoch 1953 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1895.15 ms [2022-04-05 11:45:23 main:581] : INFO : Epoch 1954 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1874.47 ms [2022-04-05 11:45:25 main:581] : INFO : Epoch 1955 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1879.47 ms [2022-04-05 11:45:27 main:581] : INFO : Epoch 1956 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1873.2 ms [2022-04-05 11:45:29 main:581] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1957.46 ms [2022-04-05 11:45:30 main:581] : INFO : Epoch 1958 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1913.95 ms [2022-04-05 11:45:32 main:581] : INFO : Epoch 1959 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2017.45 ms [2022-04-05 11:45:34 main:581] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.03125 | Time: 1950.27 ms [2022-04-05 11:45:36 main:581] : INFO : Epoch 1961 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1897.95 ms [2022-04-05 11:45:38 main:581] : INFO : Epoch 1962 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1883.54 ms [2022-04-05 11:45:40 main:581] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312529 | Time: 1880.84 ms [2022-04-05 11:45:42 main:581] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1923.68 ms [2022-04-05 11:45:44 main:581] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.03125 | Time: 1959.19 ms [2022-04-05 11:45:46 main:581] : INFO : Epoch 1966 | loss: 0.03125 | val_loss: 0.03125 | Time: 1942.2 ms [2022-04-05 11:45:48 main:581] : INFO : Epoch 1967 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1889.6 ms [2022-04-05 11:45:50 main:581] : INFO : Epoch 1968 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1885.24 ms [2022-04-05 11:45:52 main:581] : INFO : Epoch 1969 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1904.18 ms [2022-04-05 11:45:53 main:581] : INFO : Epoch 1970 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1888.96 ms [2022-04-05 11:45:55 main:581] : INFO : Epoch 1971 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1878.48 ms [2022-04-05 11:45:57 main:581] : INFO : Epoch 1972 | loss: 0.03125 | val_loss: 0.03125 | Time: 1926.74 ms [2022-04-05 11:45:59 main:581] : INFO : Epoch 1973 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1965.4 ms [2022-04-05 11:46:01 main:581] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1967.19 ms [2022-04-05 11:46:03 main:581] : INFO : Epoch 1975 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1967.44 ms [2022-04-05 11:46:05 main:581] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1949.88 ms [2022-04-05 11:46:07 main:581] : INFO : Epoch 1977 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1933 ms [2022-04-05 11:46:09 main:581] : INFO : Epoch 1978 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1891.77 ms [2022-04-05 11:46:11 main:581] : INFO : Epoch 1979 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1910.42 ms [2022-04-05 11:46:13 main:581] : INFO : Epoch 1980 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1879.43 ms [2022-04-05 11:46:15 main:581] : INFO : Epoch 1981 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1913.66 ms [2022-04-05 11:46:17 main:581] : INFO : Epoch 1982 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1954.95 ms [2022-04-05 11:46:18 main:581] : INFO : Epoch 1983 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1885.37 ms [2022-04-05 11:46:20 main:581] : INFO : Epoch 1984 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1885.02 ms [2022-04-05 11:46:22 main:581] : INFO : Epoch 1985 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1890.46 ms [2022-04-05 11:46:24 main:581] : INFO : Epoch 1986 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1878.56 ms [2022-04-05 11:46:26 main:581] : INFO : Epoch 1987 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1895.37 ms [2022-04-05 11:46:28 main:581] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1881.54 ms [2022-04-05 11:46:30 main:581] : INFO : Epoch 1989 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2010.56 ms [2022-04-05 11:46:32 main:581] : INFO : Epoch 1990 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2087 ms [2022-04-05 11:46:34 main:581] : INFO : Epoch 1991 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1929.4 ms [2022-04-05 11:46:36 main:581] : INFO : Epoch 1992 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1891.12 ms [2022-04-05 11:46:38 main:581] : INFO : Epoch 1993 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1879.95 ms [2022-04-05 11:46:40 main:581] : INFO : Epoch 1994 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1921.47 ms [2022-04-05 11:46:42 main:581] : INFO : Epoch 1995 | loss: 0.0312514 | val_loss: 0.031251 | Time: 2077.24 ms [2022-04-05 11:46:44 main:581] : INFO : Epoch 1996 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2104.97 ms [2022-04-05 11:46:46 main:581] : INFO : Epoch 1997 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2141.19 ms [2022-04-05 11:46:48 main:581] : INFO : Epoch 1998 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1894.72 ms [2022-04-05 11:46:50 main:581] : INFO : Epoch 1999 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1882.08 ms [2022-04-05 11:46:52 main:581] : INFO : Epoch 2000 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1890.97 ms [2022-04-05 11:46:54 main:581] : INFO : Epoch 2001 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1984.5 ms [2022-04-05 11:46:56 main:581] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1895.74 ms [2022-04-05 11:46:57 main:581] : INFO : Epoch 2003 | loss: 0.03125 | val_loss: 0.03125 | Time: 1924.18 ms [2022-04-05 11:46:59 main:581] : INFO : Epoch 2004 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1958.62 ms [2022-04-05 11:47:01 main:581] : INFO : Epoch 2005 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1894.74 ms [2022-04-05 11:47:03 main:581] : INFO : Epoch 2006 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1879.59 ms [2022-04-05 11:47:05 main:581] : INFO : Epoch 2007 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1888 ms [2022-04-05 11:47:07 main:581] : INFO : Epoch 2008 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1895.06 ms [2022-04-05 11:47:09 main:581] : INFO : Epoch 2009 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1874.98 ms [2022-04-05 11:47:11 main:581] : INFO : Epoch 2010 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1902.38 ms [2022-04-05 11:47:13 main:581] : INFO : Epoch 2011 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1883.85 ms [2022-04-05 11:47:15 main:581] : INFO : Epoch 2012 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1894.8 ms [2022-04-05 11:47:16 main:581] : INFO : Epoch 2013 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1889.85 ms [2022-04-05 11:47:18 main:581] : INFO : Epoch 2014 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1873.44 ms [2022-04-05 11:47:20 main:581] : INFO : Epoch 2015 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1896.36 ms [2022-04-05 11:47:22 main:581] : INFO : Epoch 2016 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1898.62 ms [2022-04-05 11:47:24 main:581] : INFO : Epoch 2017 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1872.96 ms [2022-04-05 11:47:26 main:581] : INFO : Epoch 2018 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1871.78 ms [2022-04-05 11:47:28 main:581] : INFO : Epoch 2019 | loss: 0.0312498 | val_loss: 0.0312525 | Time: 1888.88 ms [2022-04-05 11:47:30 main:581] : INFO : Epoch 2020 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1870.71 ms [2022-04-05 11:47:31 main:581] : INFO : Epoch 2021 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1881.71 ms [2022-04-05 11:47:33 main:581] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1875.79 ms [2022-04-05 11:47:35 main:581] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2056.24 ms [2022-04-05 11:47:37 main:581] : INFO : Epoch 2024 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2102.8 ms [2022-04-05 11:47:40 main:581] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2071.31 ms [2022-04-05 11:47:42 main:581] : INFO : Epoch 2026 | loss: 0.0312504 | val_loss: 0.0312536 | Time: 2056.06 ms [2022-04-05 11:47:44 main:581] : INFO : Epoch 2027 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2055.82 ms [2022-04-05 11:47:46 main:581] : INFO : Epoch 2028 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1953.01 ms [2022-04-05 11:47:48 main:581] : INFO : Epoch 2029 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2065.61 ms [2022-04-05 11:47:50 main:581] : INFO : Epoch 2030 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2071.37 ms [2022-04-05 11:47:52 main:581] : INFO : Epoch 2031 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2086.79 ms [2022-04-05 11:47:54 main:581] : INFO : Epoch 2032 | loss: 0.03125 | val_loss: 0.0312521 | Time: 2105.11 ms [2022-04-05 11:47:56 main:581] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2125.06 ms [2022-04-05 11:47:58 main:581] : INFO : Epoch 2034 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1977.92 ms [2022-04-05 11:48:00 main:581] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1884.44 ms [2022-04-05 11:48:02 main:581] : INFO : Epoch 2036 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 2058.68 ms [2022-04-05 11:48:04 main:581] : INFO : Epoch 2037 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1980.66 ms [2022-04-05 11:48:06 main:581] : INFO : Epoch 2038 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1877.54 ms [2022-04-05 11:48:08 main:581] : INFO : Epoch 2039 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2128.16 ms [2022-04-05 11:48:10 main:581] : INFO : Epoch 2040 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1952.32 ms [2022-04-05 11:48:12 main:581] : INFO : Epoch 2041 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1876.61 ms [2022-04-05 11:48:14 main:581] : INFO : Epoch 2042 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1889.15 ms [2022-04-05 11:48:16 main:581] : INFO : Epoch 2043 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1884.76 ms [2022-04-05 11:48:18 main:581] : INFO : Epoch 2044 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1890.19 ms [2022-04-05 11:48:19 main:581] : INFO : Epoch 2045 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1886.05 ms [2022-04-05 11:48:21 main:581] : INFO : Epoch 2046 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2034.93 ms [2022-04-05 11:48:24 main:581] : INFO : Epoch 2047 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2090.5 ms [2022-04-05 11:48:26 main:581] : INFO : Epoch 2048 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2111.91 ms [2022-04-05 11:48:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312503 [2022-04-05 11:48:26 main:610] : INFO : Saving end state to config to file [2022-04-05 11:48:26 main:615] : INFO : Success, exiting.. 11:48:26 (1723039): 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)