Task 8917374
| Name | ParityModified-1636227062-2656-1_0 |
| Workunit | 6379460 |
| Created | 13 Nov 2021, 9:15:36 UTC |
| Sent | 20 Nov 2021, 17:55:52 UTC |
| Report deadline | 27 Nov 2021, 17:55:52 UTC |
| Received | 20 Nov 2021, 21:21:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16596 |
| Run time | 1 hours 6 min 55 sec |
| CPU time | 1 hours 6 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1538 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1964.36 ms [2021-11-20 21:05:09 main:581] : INFO : Epoch 1539 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1957.64 ms [2021-11-20 21:05:11 main:581] : INFO : Epoch 1540 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1962.09 ms [2021-11-20 21:05:13 main:581] : INFO : Epoch 1541 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1956.26 ms [2021-11-20 21:05:15 main:581] : INFO : Epoch 1542 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1987.72 ms [2021-11-20 21:05:17 main:581] : INFO : Epoch 1543 | loss: 0.0312507 | val_loss: 0.0312546 | Time: 1954.51 ms [2021-11-20 21:05:19 main:581] : INFO : Epoch 1544 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 1948.26 ms [2021-11-20 21:05:21 main:581] : INFO : Epoch 1545 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1957.12 ms [2021-11-20 21:05:23 main:581] : INFO : Epoch 1546 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1961.62 ms [2021-11-20 21:05:25 main:581] : INFO : Epoch 1547 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2048.09 ms [2021-11-20 21:05:27 main:581] : INFO : Epoch 1548 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1996.83 ms [2021-11-20 21:05:29 main:581] : INFO : Epoch 1549 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1970.56 ms [2021-11-20 21:05:31 main:581] : INFO : Epoch 1550 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1964.24 ms [2021-11-20 21:05:33 main:581] : INFO : Epoch 1551 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 2004.17 ms [2021-11-20 21:05:35 main:581] : INFO : Epoch 1552 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 2051.23 ms [2021-11-20 21:05:37 main:581] : INFO : Epoch 1553 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2009.84 ms [2021-11-20 21:05:39 main:581] : INFO : Epoch 1554 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1952.3 ms [2021-11-20 21:05:40 main:581] : INFO : Epoch 1555 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1922.19 ms [2021-11-20 21:05:42 main:581] : INFO : Epoch 1556 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 1930.68 ms [2021-11-20 21:05:44 main:581] : INFO : Epoch 1557 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1956.88 ms [2021-11-20 21:05:46 main:581] : INFO : Epoch 1558 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1944.35 ms [2021-11-20 21:05:48 main:581] : INFO : Epoch 1559 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1930.22 ms [2021-11-20 21:05:50 main:581] : INFO : Epoch 1560 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1926.84 ms [2021-11-20 21:05:52 main:581] : INFO : Epoch 1561 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 1937.4 ms [2021-11-20 21:05:54 main:581] : INFO : Epoch 1562 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1911.06 ms [2021-11-20 21:05:56 main:581] : INFO : Epoch 1563 | loss: 0.03125 | val_loss: 0.031252 | Time: 1998.26 ms [2021-11-20 21:05:58 main:581] : INFO : Epoch 1564 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1931.5 ms [2021-11-20 21:06:00 main:581] : INFO : Epoch 1565 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1909.01 ms [2021-11-20 21:06:02 main:581] : INFO : Epoch 1566 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1901.75 ms [2021-11-20 21:06:04 main:581] : INFO : Epoch 1567 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1929.76 ms [2021-11-20 21:06:06 main:581] : INFO : Epoch 1568 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1962.37 ms [2021-11-20 21:06:08 main:581] : INFO : Epoch 1569 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1936.81 ms [2021-11-20 21:06:09 main:581] : INFO : Epoch 1570 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1927.29 ms [2021-11-20 21:06:11 main:581] : INFO : Epoch 1571 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1929.45 ms [2021-11-20 21:06:13 main:581] : INFO : Epoch 1572 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1916.48 ms [2021-11-20 21:06:15 main:581] : INFO : Epoch 1573 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 1935.17 ms [2021-11-20 21:06:17 main:581] : INFO : Epoch 1574 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 1931.95 ms [2021-11-20 21:06:19 main:581] : INFO : Epoch 1575 | loss: 0.0312521 | val_loss: 0.0312515 | Time: 1956.86 ms [2021-11-20 21:06:21 main:581] : INFO : Epoch 1576 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1904.02 ms [2021-11-20 21:06:23 main:581] : INFO : Epoch 1577 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1897.73 ms [2021-11-20 21:06:25 main:581] : INFO : Epoch 1578 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1974.72 ms [2021-11-20 21:06:27 main:581] : INFO : Epoch 1579 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1919.08 ms [2021-11-20 21:06:29 main:581] : INFO : Epoch 1580 | loss: 0.03125 | val_loss: 0.0312524 | Time: 1957.67 ms [2021-11-20 21:06:31 main:581] : INFO : Epoch 1581 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1951.94 ms [2021-11-20 21:06:33 main:581] : INFO : Epoch 1582 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1924.42 ms [2021-11-20 21:06:35 main:581] : INFO : Epoch 1583 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1973.61 ms [2021-11-20 21:06:37 main:581] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1941.36 ms [2021-11-20 21:06:39 main:581] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1973.55 ms [2021-11-20 21:06:41 main:581] : INFO : Epoch 1586 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1980.96 ms [2021-11-20 21:06:43 main:581] : INFO : Epoch 1587 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 1937.32 ms [2021-11-20 21:06:44 main:581] : INFO : Epoch 1588 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1929.57 ms [2021-11-20 21:06:46 main:581] : INFO : Epoch 1589 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1929.41 ms [2021-11-20 21:06:48 main:581] : INFO : Epoch 1590 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1961.36 ms [2021-11-20 21:06:50 main:581] : INFO : Epoch 1591 | loss: 0.0312499 | val_loss: 0.0312541 | Time: 1954.99 ms [2021-11-20 21:06:52 main:581] : INFO : Epoch 1592 | loss: 0.0312508 | val_loss: 0.0312522 | Time: 1927.23 ms [2021-11-20 21:06:54 main:581] : INFO : Epoch 1593 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1967.55 ms [2021-11-20 21:06:56 main:581] : INFO : Epoch 1594 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 1955.73 ms [2021-11-20 21:06:58 main:581] : INFO : Epoch 1595 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1945.35 ms [2021-11-20 21:07:00 main:581] : INFO : Epoch 1596 | loss: 0.0312503 | val_loss: 0.0312552 | Time: 1979.13 ms [2021-11-20 21:07:02 main:581] : INFO : Epoch 1597 | loss: 0.0312549 | val_loss: 0.0312576 | Time: 1965.17 ms [2021-11-20 21:07:04 main:581] : INFO : Epoch 1598 | loss: 0.0312616 | val_loss: 0.0312567 | Time: 2007.9 ms [2021-11-20 21:07:06 main:581] : INFO : Epoch 1599 | loss: 0.031283 | val_loss: 0.0312908 | Time: 2034.09 ms [2021-11-20 21:07:08 main:581] : INFO : Epoch 1600 | loss: 0.0315903 | val_loss: 0.0320618 | Time: 1968.92 ms [2021-11-20 21:07:10 main:581] : INFO : Epoch 1601 | loss: 0.0317093 | val_loss: 0.031405 | Time: 1998.53 ms [2021-11-20 21:07:12 main:581] : INFO : Epoch 1602 | loss: 0.031344 | val_loss: 0.0312828 | Time: 1977.08 ms [2021-11-20 21:07:14 main:581] : INFO : Epoch 1603 | loss: 0.0312627 | val_loss: 0.0312569 | Time: 1960.48 ms [2021-11-20 21:07:16 main:581] : INFO : Epoch 1604 | loss: 0.0312526 | val_loss: 0.0312511 | Time: 1959.5 ms [2021-11-20 21:07:18 main:581] : INFO : Epoch 1605 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1956.14 ms [2021-11-20 21:07:20 main:581] : INFO : Epoch 1606 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1938.63 ms [2021-11-20 21:07:22 main:581] : INFO : Epoch 1607 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1934.49 ms [2021-11-20 21:07:24 main:581] : INFO : Epoch 1608 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1945.84 ms [2021-11-20 21:07:26 main:581] : INFO : Epoch 1609 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1979.43 ms [2021-11-20 21:07:28 main:581] : INFO : Epoch 1610 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1970.26 ms [2021-11-20 21:07:30 main:581] : INFO : Epoch 1611 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1965.34 ms [2021-11-20 21:07:32 main:581] : INFO : Epoch 1612 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1965.7 ms [2021-11-20 21:07:34 main:581] : INFO : Epoch 1613 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1945.64 ms [2021-11-20 21:07:36 main:581] : INFO : Epoch 1614 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1970.03 ms [2021-11-20 21:07:37 main:581] : INFO : Epoch 1615 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1979.71 ms [2021-11-20 21:07:39 main:581] : INFO : Epoch 1616 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1956.3 ms [2021-11-20 21:07:41 main:581] : INFO : Epoch 1617 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1940.69 ms [2021-11-20 21:07:43 main:581] : INFO : Epoch 1618 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1943.17 ms [2021-11-20 21:07:45 main:581] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1956.9 ms [2021-11-20 21:07:47 main:581] : INFO : Epoch 1620 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1963.11 ms [2021-11-20 21:07:49 main:581] : INFO : Epoch 1621 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1976.88 ms [2021-11-20 21:07:51 main:581] : INFO : Epoch 1622 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1998.76 ms [2021-11-20 21:07:53 main:581] : INFO : Epoch 1623 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1945.41 ms [2021-11-20 21:07:55 main:581] : INFO : Epoch 1624 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1961.98 ms [2021-11-20 21:07:57 main:581] : INFO : Epoch 1625 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1969.48 ms [2021-11-20 21:07:59 main:581] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1971.13 ms [2021-11-20 21:08:01 main:581] : INFO : Epoch 1627 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1971.81 ms [2021-11-20 21:08:03 main:581] : INFO : Epoch 1628 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1939.39 ms [2021-11-20 21:08:05 main:581] : INFO : Epoch 1629 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1949.51 ms [2021-11-20 21:08:07 main:581] : INFO : Epoch 1630 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1909.58 ms [2021-11-20 21:08:09 main:581] : INFO : Epoch 1631 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1895.48 ms [2021-11-20 21:08:11 main:581] : INFO : Epoch 1632 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1970.83 ms [2021-11-20 21:08:13 main:581] : INFO : Epoch 1633 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1914.91 ms [2021-11-20 21:08:15 main:581] : INFO : Epoch 1634 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1933.54 ms [2021-11-20 21:08:16 main:581] : INFO : Epoch 1635 | loss: 0.0312498 | val_loss: 0.0312529 | Time: 1910.94 ms [2021-11-20 21:08:18 main:581] : INFO : Epoch 1636 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1896.18 ms [2021-11-20 21:08:20 main:581] : INFO : Epoch 1637 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1928.2 ms [2021-11-20 21:08:22 main:581] : INFO : Epoch 1638 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1938.63 ms [2021-11-20 21:08:24 main:581] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1927.49 ms [2021-11-20 21:08:26 main:581] : INFO : Epoch 1640 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1929.85 ms [2021-11-20 21:08:28 main:581] : INFO : Epoch 1641 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1965.42 ms [2021-11-20 21:08:30 main:581] : INFO : Epoch 1642 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1934.73 ms [2021-11-20 21:08:32 main:581] : INFO : Epoch 1643 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1948.91 ms [2021-11-20 21:08:34 main:581] : INFO : Epoch 1644 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1938.39 ms [2021-11-20 21:08:36 main:581] : INFO : Epoch 1645 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1983.58 ms [2021-11-20 21:08:38 main:581] : INFO : Epoch 1646 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1939.59 ms [2021-11-20 21:08:40 main:581] : INFO : Epoch 1647 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1907.11 ms [2021-11-20 21:08:42 main:581] : INFO : Epoch 1648 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1925.41 ms [2021-11-20 21:08:44 main:581] : INFO : Epoch 1649 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1982.72 ms [2021-11-20 21:08:46 main:581] : INFO : Epoch 1650 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1915.55 ms [2021-11-20 21:08:47 main:581] : INFO : Epoch 1651 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1926.94 ms [2021-11-20 21:08:49 main:581] : INFO : Epoch 1652 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1935.05 ms [2021-11-20 21:08:51 main:581] : INFO : Epoch 1653 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1945.05 ms [2021-11-20 21:08:53 main:581] : INFO : Epoch 1654 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1978.02 ms [2021-11-20 21:08:55 main:581] : INFO : Epoch 1655 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1981.12 ms [2021-11-20 21:08:57 main:581] : INFO : Epoch 1656 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1966.42 ms [2021-11-20 21:08:59 main:581] : INFO : Epoch 1657 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1977.36 ms [2021-11-20 21:09:01 main:581] : INFO : Epoch 1658 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1960.49 ms [2021-11-20 21:09:03 main:581] : INFO : Epoch 1659 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1949.67 ms [2021-11-20 21:09:05 main:581] : INFO : Epoch 1660 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1951.17 ms [2021-11-20 21:09:07 main:581] : INFO : Epoch 1661 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1956.84 ms [2021-11-20 21:09:09 main:581] : INFO : Epoch 1662 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1951.99 ms [2021-11-20 21:09:11 main:581] : INFO : Epoch 1663 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1941.51 ms [2021-11-20 21:09:13 main:581] : INFO : Epoch 1664 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1951.36 ms [2021-11-20 21:09:15 main:581] : INFO : Epoch 1665 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1999.77 ms [2021-11-20 21:09:17 main:581] : INFO : Epoch 1666 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1966.81 ms [2021-11-20 21:09:19 main:581] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1954.36 ms [2021-11-20 21:09:21 main:581] : INFO : Epoch 1668 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1966.85 ms [2021-11-20 21:09:23 main:581] : INFO : Epoch 1669 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1972.11 ms [2021-11-20 21:09:25 main:581] : INFO : Epoch 1670 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1934.74 ms [2021-11-20 21:09:27 main:581] : INFO : Epoch 1671 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2004.86 ms [2021-11-20 21:09:29 main:581] : INFO : Epoch 1672 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1965.08 ms [2021-11-20 21:09:31 main:581] : INFO : Epoch 1673 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1937.94 ms [2021-11-20 21:09:33 main:581] : INFO : Epoch 1674 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1989.3 ms [2021-11-20 21:09:35 main:581] : INFO : Epoch 1675 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 2001.56 ms [2021-11-20 21:09:37 main:581] : INFO : Epoch 1676 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1941.97 ms [2021-11-20 21:09:38 main:581] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312534 | Time: 1922.11 ms [2021-11-20 21:09:40 main:581] : INFO : Epoch 1678 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1938.27 ms [2021-11-20 21:09:42 main:581] : INFO : Epoch 1679 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1946.36 ms [2021-11-20 21:09:44 main:581] : INFO : Epoch 1680 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1934.86 ms [2021-11-20 21:09:46 main:581] : INFO : Epoch 1681 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1961.75 ms [2021-11-20 21:09:48 main:581] : INFO : Epoch 1682 | loss: 0.0312495 | val_loss: 0.0312517 | Time: 1957.77 ms [2021-11-20 21:09:50 main:581] : INFO : Epoch 1683 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1966.86 ms [2021-11-20 21:09:52 main:581] : INFO : Epoch 1684 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1928.73 ms [2021-11-20 21:09:54 main:581] : INFO : Epoch 1685 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1951.73 ms [2021-11-20 21:09:56 main:581] : INFO : Epoch 1686 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1984.09 ms [2021-11-20 21:09:58 main:581] : INFO : Epoch 1687 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1915.24 ms [2021-11-20 21:10:00 main:581] : INFO : Epoch 1688 | loss: 0.0312498 | val_loss: 0.0312533 | Time: 1934.32 ms [2021-11-20 21:10:02 main:581] : INFO : Epoch 1689 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1928.34 ms [2021-11-20 21:10:04 main:581] : INFO : Epoch 1690 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 1914.31 ms [2021-11-20 21:10:06 main:581] : INFO : Epoch 1691 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1893.42 ms [2021-11-20 21:10:08 main:581] : INFO : Epoch 1692 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1919.42 ms [2021-11-20 21:10:09 main:581] : INFO : Epoch 1693 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 1909.63 ms [2021-11-20 21:10:11 main:581] : INFO : Epoch 1694 | loss: 0.03125 | val_loss: 0.031251 | Time: 1931.36 ms [2021-11-20 21:10:13 main:581] : INFO : Epoch 1695 | loss: 0.03125 | val_loss: 0.0312547 | Time: 1927.32 ms [2021-11-20 21:10:15 main:581] : INFO : Epoch 1696 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1985.75 ms [2021-11-20 21:10:17 main:581] : INFO : Epoch 1697 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 1996.88 ms [2021-11-20 21:10:19 main:581] : INFO : Epoch 1698 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1908.15 ms [2021-11-20 21:10:21 main:581] : INFO : Epoch 1699 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1932.2 ms [2021-11-20 21:10:23 main:581] : INFO : Epoch 1700 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1960.68 ms [2021-11-20 21:10:25 main:581] : INFO : Epoch 1701 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 1982.37 ms [2021-11-20 21:10:27 main:581] : INFO : Epoch 1702 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1941.58 ms [2021-11-20 21:10:29 main:581] : INFO : Epoch 1703 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1919.63 ms [2021-11-20 21:10:31 main:581] : INFO : Epoch 1704 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1905.75 ms [2021-11-20 21:10:33 main:581] : INFO : Epoch 1705 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1915.41 ms [2021-11-20 21:10:35 main:581] : INFO : Epoch 1706 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 2030.11 ms [2021-11-20 21:10:37 main:581] : INFO : Epoch 1707 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 1941.43 ms [2021-11-20 21:10:39 main:581] : INFO : Epoch 1708 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1949.02 ms [2021-11-20 21:10:41 main:581] : INFO : Epoch 1709 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1921.26 ms [2021-11-20 21:10:43 main:581] : INFO : Epoch 1710 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1974.63 ms [2021-11-20 21:10:44 main:581] : INFO : Epoch 1711 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1907.93 ms [2021-11-20 21:10:46 main:581] : INFO : Epoch 1712 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 1902.96 ms [2021-11-20 21:10:48 main:581] : INFO : Epoch 1713 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 1938.77 ms [2021-11-20 21:10:50 main:581] : INFO : Epoch 1714 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1943.93 ms [2021-11-20 21:10:52 main:581] : INFO : Epoch 1715 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1973.09 ms [2021-11-20 21:10:54 main:581] : INFO : Epoch 1716 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1958.01 ms [2021-11-20 21:10:56 main:581] : INFO : Epoch 1717 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 1962.94 ms [2021-11-20 21:10:58 main:581] : INFO : Epoch 1718 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1953.84 ms [2021-11-20 21:11:00 main:581] : INFO : Epoch 1719 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1924.77 ms [2021-11-20 21:11:02 main:581] : INFO : Epoch 1720 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1953.52 ms [2021-11-20 21:11:04 main:581] : INFO : Epoch 1721 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1951.19 ms [2021-11-20 21:11:06 main:581] : INFO : Epoch 1722 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1992.94 ms [2021-11-20 21:11:08 main:581] : INFO : Epoch 1723 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1961.32 ms [2021-11-20 21:11:10 main:581] : INFO : Epoch 1724 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1964.59 ms [2021-11-20 21:11:12 main:581] : INFO : Epoch 1725 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1942.28 ms [2021-11-20 21:11:14 main:581] : INFO : Epoch 1726 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1961.48 ms [2021-11-20 21:11:16 main:581] : INFO : Epoch 1727 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1933 ms [2021-11-20 21:11:18 main:581] : INFO : Epoch 1728 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1946 ms [2021-11-20 21:11:20 main:581] : INFO : Epoch 1729 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1926.41 ms [2021-11-20 21:11:21 main:581] : INFO : Epoch 1730 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1913.85 ms [2021-11-20 21:11:23 main:581] : INFO : Epoch 1731 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1921.91 ms [2021-11-20 21:11:25 main:581] : INFO : Epoch 1732 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1915.96 ms [2021-11-20 21:11:27 main:581] : INFO : Epoch 1733 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1932.14 ms [2021-11-20 21:11:29 main:581] : INFO : Epoch 1734 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1955.5 ms [2021-11-20 21:11:31 main:581] : INFO : Epoch 1735 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1891.72 ms [2021-11-20 21:11:33 main:581] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1904.15 ms [2021-11-20 21:11:35 main:581] : INFO : Epoch 1737 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1951.07 ms [2021-11-20 21:11:37 main:581] : INFO : Epoch 1738 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1909.94 ms [2021-11-20 21:11:39 main:581] : INFO : Epoch 1739 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1925.79 ms [2021-11-20 21:11:41 main:581] : INFO : Epoch 1740 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1930.37 ms [2021-11-20 21:11:43 main:581] : INFO : Epoch 1741 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1919.8 ms [2021-11-20 21:11:45 main:581] : INFO : Epoch 1742 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1947.8 ms [2021-11-20 21:11:47 main:581] : INFO : Epoch 1743 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1904.24 ms [2021-11-20 21:11:48 main:581] : INFO : Epoch 1744 | loss: 0.0312504 | val_loss: 0.0312542 | Time: 1921.45 ms [2021-11-20 21:11:50 main:581] : INFO : Epoch 1745 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1929.93 ms [2021-11-20 21:11:52 main:581] : INFO : Epoch 1746 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1950.9 ms [2021-11-20 21:11:54 main:581] : INFO : Epoch 1747 | loss: 0.0312497 | val_loss: 0.031254 | Time: 1961.35 ms [2021-11-20 21:11:56 main:581] : INFO : Epoch 1748 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 1894.22 ms [2021-11-20 21:11:58 main:581] : INFO : Epoch 1749 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1917.93 ms [2021-11-20 21:12:00 main:581] : INFO : Epoch 1750 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1975.27 ms [2021-11-20 21:12:02 main:581] : INFO : Epoch 1751 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1970.87 ms [2021-11-20 21:12:04 main:581] : INFO : Epoch 1752 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1888.96 ms [2021-11-20 21:12:06 main:581] : INFO : Epoch 1753 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1962.55 ms [2021-11-20 21:12:08 main:581] : INFO : Epoch 1754 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1952.33 ms [2021-11-20 21:12:10 main:581] : INFO : Epoch 1755 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 1960.75 ms [2021-11-20 21:12:12 main:581] : INFO : Epoch 1756 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1907.33 ms [2021-11-20 21:12:14 main:581] : INFO : Epoch 1757 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1941.84 ms [2021-11-20 21:12:16 main:581] : INFO : Epoch 1758 | loss: 0.0312498 | val_loss: 0.0312524 | Time: 1926.79 ms [2021-11-20 21:12:17 main:581] : INFO : Epoch 1759 | loss: 0.03125 | val_loss: 0.031251 | Time: 1922.35 ms [2021-11-20 21:12:19 main:581] : INFO : Epoch 1760 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1937.45 ms [2021-11-20 21:12:21 main:581] : INFO : Epoch 1761 | loss: 0.0312493 | val_loss: 0.0312519 | Time: 1919.22 ms [2021-11-20 21:12:23 main:581] : INFO : Epoch 1762 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1915.87 ms [2021-11-20 21:12:25 main:581] : INFO : Epoch 1763 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1960.01 ms [2021-11-20 21:12:27 main:581] : INFO : Epoch 1764 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1938.39 ms [2021-11-20 21:12:29 main:581] : INFO : Epoch 1765 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1927.37 ms [2021-11-20 21:12:31 main:581] : INFO : Epoch 1766 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1926.8 ms [2021-11-20 21:12:33 main:581] : INFO : Epoch 1767 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1941.61 ms [2021-11-20 21:12:35 main:581] : INFO : Epoch 1768 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2058.63 ms [2021-11-20 21:12:37 main:581] : INFO : Epoch 1769 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1928.31 ms [2021-11-20 21:12:39 main:581] : INFO : Epoch 1770 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1969.5 ms [2021-11-20 21:12:41 main:581] : INFO : Epoch 1771 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1937.36 ms [2021-11-20 21:12:43 main:581] : INFO : Epoch 1772 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 1960.76 ms [2021-11-20 21:12:45 main:581] : INFO : Epoch 1773 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1991.77 ms [2021-11-20 21:12:47 main:581] : INFO : Epoch 1774 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1921.13 ms [2021-11-20 21:12:49 main:581] : INFO : Epoch 1775 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 1912.13 ms [2021-11-20 21:12:51 main:581] : INFO : Epoch 1776 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1941.1 ms [2021-11-20 21:12:52 main:581] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1916.35 ms [2021-11-20 21:12:54 main:581] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1926.36 ms [2021-11-20 21:12:56 main:581] : INFO : Epoch 1779 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1941.03 ms [2021-11-20 21:12:58 main:581] : INFO : Epoch 1780 | loss: 0.0312504 | val_loss: 0.0312532 | Time: 1908.73 ms [2021-11-20 21:13:00 main:581] : INFO : Epoch 1781 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1944.52 ms [2021-11-20 21:13:02 main:581] : INFO : Epoch 1782 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 1929.72 ms [2021-11-20 21:13:04 main:581] : INFO : Epoch 1783 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1946.43 ms [2021-11-20 21:13:06 main:581] : INFO : Epoch 1784 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 1912.95 ms [2021-11-20 21:13:08 main:581] : INFO : Epoch 1785 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1955.02 ms [2021-11-20 21:13:10 main:581] : INFO : Epoch 1786 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1933.18 ms [2021-11-20 21:13:12 main:581] : INFO : Epoch 1787 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1902.56 ms [2021-11-20 21:13:14 main:581] : INFO : Epoch 1788 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1923.95 ms [2021-11-20 21:13:16 main:581] : INFO : Epoch 1789 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1900.4 ms [2021-11-20 21:13:18 main:581] : INFO : Epoch 1790 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1911.09 ms [2021-11-20 21:13:19 main:581] : INFO : Epoch 1791 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1943.87 ms [2021-11-20 21:13:21 main:581] : INFO : Epoch 1792 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1918.8 ms [2021-11-20 21:13:23 main:581] : INFO : Epoch 1793 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1904.04 ms [2021-11-20 21:13:25 main:581] : INFO : Epoch 1794 | loss: 0.0312497 | val_loss: 0.0312534 | Time: 1936.37 ms [2021-11-20 21:13:27 main:581] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1969.47 ms [2021-11-20 21:13:29 main:581] : INFO : Epoch 1796 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1929.21 ms [2021-11-20 21:13:31 main:581] : INFO : Epoch 1797 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1936.28 ms [2021-11-20 21:13:33 main:581] : INFO : Epoch 1798 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1981.01 ms [2021-11-20 21:13:35 main:581] : INFO : Epoch 1799 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 1991.76 ms [2021-11-20 21:13:37 main:581] : INFO : Epoch 1800 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1937.93 ms [2021-11-20 21:13:39 main:581] : INFO : Epoch 1801 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1917.15 ms [2021-11-20 21:13:41 main:581] : INFO : Epoch 1802 | loss: 0.0312498 | val_loss: 0.0312523 | Time: 1982.5 ms [2021-11-20 21:13:43 main:581] : INFO : Epoch 1803 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1959.9 ms [2021-11-20 21:13:45 main:581] : INFO : Epoch 1804 | loss: 0.0312494 | val_loss: 0.0312523 | Time: 1947.73 ms [2021-11-20 21:13:47 main:581] : INFO : Epoch 1805 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1922.85 ms [2021-11-20 21:13:49 main:581] : INFO : Epoch 1806 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1970.43 ms [2021-11-20 21:13:51 main:581] : INFO : Epoch 1807 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1952.59 ms [2021-11-20 21:13:53 main:581] : INFO : Epoch 1808 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 1988.79 ms [2021-11-20 21:13:55 main:581] : INFO : Epoch 1809 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1974.54 ms [2021-11-20 21:13:57 main:581] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1945.04 ms [2021-11-20 21:13:58 main:581] : INFO : Epoch 1811 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1896.86 ms [2021-11-20 21:14:00 main:581] : INFO : Epoch 1812 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1933.38 ms [2021-11-20 21:14:02 main:581] : INFO : Epoch 1813 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 1911.36 ms [2021-11-20 21:14:04 main:581] : INFO : Epoch 1814 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1939.45 ms [2021-11-20 21:14:06 main:581] : INFO : Epoch 1815 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1946.84 ms [2021-11-20 21:14:08 main:581] : INFO : Epoch 1816 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1905.8 ms [2021-11-20 21:14:10 main:581] : INFO : Epoch 1817 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 1959.31 ms [2021-11-20 21:14:12 main:581] : INFO : Epoch 1818 | loss: 0.0312498 | val_loss: 0.0312528 | Time: 1929.13 ms [2021-11-20 21:14:14 main:581] : INFO : Epoch 1819 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1980.27 ms [2021-11-20 21:14:16 main:581] : INFO : Epoch 1820 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1944.57 ms [2021-11-20 21:14:18 main:581] : INFO : Epoch 1821 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1934.55 ms [2021-11-20 21:14:20 main:581] : INFO : Epoch 1822 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1950.83 ms [2021-11-20 21:14:22 main:581] : INFO : Epoch 1823 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1924.39 ms [2021-11-20 21:14:24 main:581] : INFO : Epoch 1824 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1932.3 ms [2021-11-20 21:14:26 main:581] : INFO : Epoch 1825 | loss: 0.0312509 | val_loss: 0.0312523 | Time: 1925.13 ms [2021-11-20 21:14:28 main:581] : INFO : Epoch 1826 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1940.89 ms [2021-11-20 21:14:29 main:581] : INFO : Epoch 1827 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1948.34 ms [2021-11-20 21:14:31 main:581] : INFO : Epoch 1828 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1924.65 ms [2021-11-20 21:14:33 main:581] : INFO : Epoch 1829 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1960.75 ms [2021-11-20 21:14:35 main:581] : INFO : Epoch 1830 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1977.7 ms [2021-11-20 21:14:37 main:581] : INFO : Epoch 1831 | loss: 0.0312496 | val_loss: 0.0312523 | Time: 1907.84 ms [2021-11-20 21:14:39 main:581] : INFO : Epoch 1832 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1963.62 ms [2021-11-20 21:14:41 main:581] : INFO : Epoch 1833 | loss: 0.0312506 | val_loss: 0.0312529 | Time: 1912.1 ms [2021-11-20 21:14:43 main:581] : INFO : Epoch 1834 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1943.37 ms [2021-11-20 21:14:45 main:581] : INFO : Epoch 1835 | loss: 0.0312508 | val_loss: 0.0312547 | Time: 1927.58 ms [2021-11-20 21:14:47 main:581] : INFO : Epoch 1836 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1945.83 ms [2021-11-20 21:14:49 main:581] : INFO : Epoch 1837 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1938.29 ms [2021-11-20 21:14:51 main:581] : INFO : Epoch 1838 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1918.85 ms [2021-11-20 21:14:53 main:581] : INFO : Epoch 1839 | loss: 0.0312502 | val_loss: 0.0312542 | Time: 1949.03 ms [2021-11-20 21:14:55 main:581] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 2019.2 ms [2021-11-20 21:14:57 main:581] : INFO : Epoch 1841 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1944.34 ms [2021-11-20 21:14:59 main:581] : INFO : Epoch 1842 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1979.44 ms [2021-11-20 21:15:01 main:581] : INFO : Epoch 1843 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1950.96 ms [2021-11-20 21:15:03 main:581] : INFO : Epoch 1844 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1900.89 ms [2021-11-20 21:15:04 main:581] : INFO : Epoch 1845 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1937.05 ms [2021-11-20 21:15:06 main:581] : INFO : Epoch 1846 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1934.64 ms [2021-11-20 21:15:08 main:581] : INFO : Epoch 1847 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 1936.91 ms [2021-11-20 21:15:10 main:581] : INFO : Epoch 1848 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 1959.94 ms [2021-11-20 21:15:12 main:581] : INFO : Epoch 1849 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1917.16 ms [2021-11-20 21:15:14 main:581] : INFO : Epoch 1850 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1958.74 ms [2021-11-20 21:15:16 main:581] : INFO : Epoch 1851 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1971.74 ms [2021-11-20 21:15:18 main:581] : INFO : Epoch 1852 | loss: 0.03125 | val_loss: 0.0312517 | Time: 1928.39 ms [2021-11-20 21:15:20 main:581] : INFO : Epoch 1853 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1942.72 ms [2021-11-20 21:15:22 main:581] : INFO : Epoch 1854 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1932.72 ms [2021-11-20 21:15:24 main:581] : INFO : Epoch 1855 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1930.21 ms [2021-11-20 21:15:26 main:581] : INFO : Epoch 1856 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1946.08 ms [2021-11-20 21:15:28 main:581] : INFO : Epoch 1857 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1899.78 ms [2021-11-20 21:15:30 main:581] : INFO : Epoch 1858 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1918.17 ms [2021-11-20 21:15:32 main:581] : INFO : Epoch 1859 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1933.63 ms [2021-11-20 21:15:34 main:581] : INFO : Epoch 1860 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1951.51 ms [2021-11-20 21:15:35 main:581] : INFO : Epoch 1861 | loss: 0.0312494 | val_loss: 0.0312518 | Time: 1948.97 ms [2021-11-20 21:15:37 main:581] : INFO : Epoch 1862 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1915.57 ms [2021-11-20 21:15:39 main:581] : INFO : Epoch 1863 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1935.14 ms [2021-11-20 21:15:41 main:581] : INFO : Epoch 1864 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1914.88 ms [2021-11-20 21:15:43 main:581] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.0312535 | Time: 1974.46 ms [2021-11-20 21:15:45 main:581] : INFO : Epoch 1866 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2023.36 ms [2021-11-20 21:15:47 main:581] : INFO : Epoch 1867 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1907.79 ms [2021-11-20 21:15:49 main:581] : INFO : Epoch 1868 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1969.67 ms [2021-11-20 21:15:51 main:581] : INFO : Epoch 1869 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1897.21 ms [2021-11-20 21:15:53 main:581] : INFO : Epoch 1870 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 1978.26 ms [2021-11-20 21:15:55 main:581] : INFO : Epoch 1871 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1975.59 ms [2021-11-20 21:15:57 main:581] : INFO : Epoch 1872 | loss: 0.0312499 | val_loss: 0.031253 | Time: 1913.6 ms [2021-11-20 21:15:59 main:581] : INFO : Epoch 1873 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1908.33 ms [2021-11-20 21:16:01 main:581] : INFO : Epoch 1874 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1952.39 ms [2021-11-20 21:16:03 main:581] : INFO : Epoch 1875 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1936.03 ms [2021-11-20 21:16:05 main:581] : INFO : Epoch 1876 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 1922.99 ms [2021-11-20 21:16:07 main:581] : INFO : Epoch 1877 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1927.06 ms [2021-11-20 21:16:08 main:581] : INFO : Epoch 1878 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1913.37 ms [2021-11-20 21:16:10 main:581] : INFO : Epoch 1879 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1945.51 ms [2021-11-20 21:16:12 main:581] : INFO : Epoch 1880 | loss: 0.0312499 | val_loss: 0.0312532 | Time: 1911.91 ms [2021-11-20 21:16:14 main:581] : INFO : Epoch 1881 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1958.27 ms [2021-11-20 21:16:16 main:581] : INFO : Epoch 1882 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1952.52 ms [2021-11-20 21:16:18 main:581] : INFO : Epoch 1883 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1916.86 ms [2021-11-20 21:16:20 main:581] : INFO : Epoch 1884 | loss: 0.0312499 | val_loss: 0.0312521 | Time: 1912.16 ms [2021-11-20 21:16:22 main:581] : INFO : Epoch 1885 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1963.78 ms [2021-11-20 21:16:24 main:581] : INFO : Epoch 1886 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1913.16 ms [2021-11-20 21:16:26 main:581] : INFO : Epoch 1887 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 1991.07 ms [2021-11-20 21:16:28 main:581] : INFO : Epoch 1888 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1959.92 ms [2021-11-20 21:16:30 main:581] : INFO : Epoch 1889 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 1936.09 ms [2021-11-20 21:16:32 main:581] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 1978.48 ms [2021-11-20 21:16:34 main:581] : INFO : Epoch 1891 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 1986.97 ms [2021-11-20 21:16:36 main:581] : INFO : Epoch 1892 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1994.17 ms [2021-11-20 21:16:38 main:581] : INFO : Epoch 1893 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1962.89 ms [2021-11-20 21:16:40 main:581] : INFO : Epoch 1894 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1924.21 ms [2021-11-20 21:16:42 main:581] : INFO : Epoch 1895 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1921.77 ms [2021-11-20 21:16:44 main:581] : INFO : Epoch 1896 | loss: 0.0312494 | val_loss: 0.0312518 | Time: 1950.76 ms [2021-11-20 21:16:45 main:581] : INFO : Epoch 1897 | loss: 0.0312497 | val_loss: 0.0312521 | Time: 1897.54 ms [2021-11-20 21:16:47 main:581] : INFO : Epoch 1898 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1924.78 ms [2021-11-20 21:16:49 main:581] : INFO : Epoch 1899 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1940.66 ms [2021-11-20 21:16:51 main:581] : INFO : Epoch 1900 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1937.81 ms [2021-11-20 21:16:53 main:581] : INFO : Epoch 1901 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1926.54 ms [2021-11-20 21:16:55 main:581] : INFO : Epoch 1902 | loss: 0.0312505 | val_loss: 0.0312536 | Time: 1980.81 ms [2021-11-20 21:16:57 main:581] : INFO : Epoch 1903 | loss: 0.0312516 | val_loss: 0.0312555 | Time: 2088.49 ms [2021-11-20 21:16:59 main:581] : INFO : Epoch 1904 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 1942.46 ms [2021-11-20 21:17:01 main:581] : INFO : Epoch 1905 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1928.67 ms [2021-11-20 21:17:03 main:581] : INFO : Epoch 1906 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 1913.09 ms [2021-11-20 21:17:05 main:581] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1935.69 ms [2021-11-20 21:17:07 main:581] : INFO : Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1947.47 ms [2021-11-20 21:17:09 main:581] : INFO : Epoch 1909 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1941.13 ms [2021-11-20 21:17:11 main:581] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.031252 | Time: 1924.19 ms [2021-11-20 21:17:13 main:581] : INFO : Epoch 1911 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1913.66 ms [2021-11-20 21:17:15 main:581] : INFO : Epoch 1912 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1984.66 ms [2021-11-20 21:17:17 main:581] : INFO : Epoch 1913 | loss: 0.0312493 | val_loss: 0.031252 | Time: 1936.45 ms [2021-11-20 21:17:18 main:581] : INFO : Epoch 1914 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1894.81 ms [2021-11-20 21:17:20 main:581] : INFO : Epoch 1915 | loss: 0.0312504 | val_loss: 0.031253 | Time: 1960.3 ms [2021-11-20 21:17:22 main:581] : INFO : Epoch 1916 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 1957.31 ms [2021-11-20 21:17:24 main:581] : INFO : Epoch 1917 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1914.35 ms [2021-11-20 21:17:26 main:581] : INFO : Epoch 1918 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1932.97 ms [2021-11-20 21:17:28 main:581] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312524 | Time: 1943.88 ms [2021-11-20 21:17:30 main:581] : INFO : Epoch 1920 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 1915.13 ms [2021-11-20 21:17:32 main:581] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312517 | Time: 1959.94 ms [2021-11-20 21:17:34 main:581] : INFO : Epoch 1922 | loss: 0.0312515 | val_loss: 0.031251 | Time: 1936.71 ms [2021-11-20 21:17:36 main:581] : INFO : Epoch 1923 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1958.48 ms [2021-11-20 21:17:38 main:581] : INFO : Epoch 1924 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1943.99 ms [2021-11-20 21:17:40 main:581] : INFO : Epoch 1925 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1940.28 ms [2021-11-20 21:17:42 main:581] : INFO : Epoch 1926 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1953.77 ms [2021-11-20 21:17:44 main:581] : INFO : Epoch 1927 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1916.93 ms [2021-11-20 21:17:46 main:581] : INFO : Epoch 1928 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1901.22 ms [2021-11-20 21:17:48 main:581] : INFO : Epoch 1929 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1960.32 ms [2021-11-20 21:17:50 main:581] : INFO : Epoch 1930 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 1917 ms [2021-11-20 21:17:51 main:581] : INFO : Epoch 1931 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1941.43 ms [2021-11-20 21:17:53 main:581] : INFO : Epoch 1932 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1929.97 ms [2021-11-20 21:17:55 main:581] : INFO : Epoch 1933 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1934.43 ms [2021-11-20 21:17:57 main:581] : INFO : Epoch 1934 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1959.04 ms [2021-11-20 21:17:59 main:581] : INFO : Epoch 1935 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 1924.57 ms [2021-11-20 21:18:01 main:581] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1960.64 ms [2021-11-20 21:18:03 main:581] : INFO : Epoch 1937 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 1959.8 ms [2021-11-20 21:18:05 main:581] : INFO : Epoch 1938 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2005.62 ms [2021-11-20 21:18:07 main:581] : INFO : Epoch 1939 | loss: 0.0312497 | val_loss: 0.0312518 | Time: 1932.06 ms [2021-11-20 21:18:09 main:581] : INFO : Epoch 1940 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1915.22 ms [2021-11-20 21:18:11 main:581] : INFO : Epoch 1941 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1952.96 ms [2021-11-20 21:18:13 main:581] : INFO : Epoch 1942 | loss: 0.0312495 | val_loss: 0.0312517 | Time: 1908.11 ms [2021-11-20 21:18:15 main:581] : INFO : Epoch 1943 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1982.21 ms [2021-11-20 21:18:17 main:581] : INFO : Epoch 1944 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1911.76 ms [2021-11-20 21:18:19 main:581] : INFO : Epoch 1945 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1943.57 ms [2021-11-20 21:18:21 main:581] : INFO : Epoch 1946 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1917.64 ms [2021-11-20 21:18:23 main:581] : INFO : Epoch 1947 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 1936.48 ms [2021-11-20 21:18:24 main:581] : INFO : Epoch 1948 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1934.17 ms [2021-11-20 21:18:26 main:581] : INFO : Epoch 1949 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 1958.82 ms [2021-11-20 21:18:28 main:581] : INFO : Epoch 1950 | loss: 0.0312498 | val_loss: 0.0312521 | Time: 1922.66 ms [2021-11-20 21:18:30 main:581] : INFO : Epoch 1951 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1947.3 ms [2021-11-20 21:18:32 main:581] : INFO : Epoch 1952 | loss: 0.0312502 | val_loss: 0.031253 | Time: 1925.28 ms [2021-11-20 21:18:34 main:581] : INFO : Epoch 1953 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1953.01 ms [2021-11-20 21:18:36 main:581] : INFO : Epoch 1954 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1987.83 ms [2021-11-20 21:18:38 main:581] : INFO : Epoch 1955 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1945.22 ms [2021-11-20 21:18:40 main:581] : INFO : Epoch 1956 | loss: 0.0312513 | val_loss: 0.0312519 | Time: 1926.52 ms [2021-11-20 21:18:42 main:581] : INFO : Epoch 1957 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1936.36 ms [2021-11-20 21:18:44 main:581] : INFO : Epoch 1958 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1921.34 ms [2021-11-20 21:18:46 main:581] : INFO : Epoch 1959 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1941.94 ms [2021-11-20 21:18:48 main:581] : INFO : Epoch 1960 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1939.97 ms [2021-11-20 21:18:50 main:581] : INFO : Epoch 1961 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1942.32 ms [2021-11-20 21:18:52 main:581] : INFO : Epoch 1962 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1947.25 ms [2021-11-20 21:18:54 main:581] : INFO : Epoch 1963 | loss: 0.0312495 | val_loss: 0.0312519 | Time: 1916.81 ms [2021-11-20 21:18:55 main:581] : INFO : Epoch 1964 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 1921.95 ms [2021-11-20 21:18:57 main:581] : INFO : Epoch 1965 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 1986.4 ms [2021-11-20 21:18:59 main:581] : INFO : Epoch 1966 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1909.47 ms [2021-11-20 21:19:01 main:581] : INFO : Epoch 1967 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1940.48 ms [2021-11-20 21:19:03 main:581] : INFO : Epoch 1968 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1919.2 ms [2021-11-20 21:19:05 main:581] : INFO : Epoch 1969 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1902.39 ms [2021-11-20 21:19:07 main:581] : INFO : Epoch 1970 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1922.79 ms [2021-11-20 21:19:09 main:581] : INFO : Epoch 1971 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1960.33 ms [2021-11-20 21:19:11 main:581] : INFO : Epoch 1972 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1963.47 ms [2021-11-20 21:19:13 main:581] : INFO : Epoch 1973 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1956.37 ms [2021-11-20 21:19:15 main:581] : INFO : Epoch 1974 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1969.64 ms [2021-11-20 21:19:17 main:581] : INFO : Epoch 1975 | loss: 0.0312495 | val_loss: 0.0312527 | Time: 1956.87 ms [2021-11-20 21:19:19 main:581] : INFO : Epoch 1976 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1957.08 ms [2021-11-20 21:19:21 main:581] : INFO : Epoch 1977 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1908.25 ms [2021-11-20 21:19:23 main:581] : INFO : Epoch 1978 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1958.02 ms [2021-11-20 21:19:25 main:581] : INFO : Epoch 1979 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 1957.57 ms [2021-11-20 21:19:27 main:581] : INFO : Epoch 1980 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1935.92 ms [2021-11-20 21:19:29 main:581] : INFO : Epoch 1981 | loss: 0.0312511 | val_loss: 0.0312534 | Time: 1927.97 ms [2021-11-20 21:19:30 main:581] : INFO : Epoch 1982 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1932.58 ms [2021-11-20 21:19:32 main:581] : INFO : Epoch 1983 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1920.98 ms [2021-11-20 21:19:34 main:581] : INFO : Epoch 1984 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1988.73 ms [2021-11-20 21:19:36 main:581] : INFO : Epoch 1985 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1958.08 ms [2021-11-20 21:19:38 main:581] : INFO : Epoch 1986 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1960.9 ms [2021-11-20 21:19:40 main:581] : INFO : Epoch 1987 | loss: 0.0312506 | val_loss: 0.0312548 | Time: 1940.19 ms [2021-11-20 21:19:42 main:581] : INFO : Epoch 1988 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1935.54 ms [2021-11-20 21:19:44 main:581] : INFO : Epoch 1989 | loss: 0.0312497 | val_loss: 0.0312525 | Time: 1958.62 ms [2021-11-20 21:19:46 main:581] : INFO : Epoch 1990 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1937.32 ms [2021-11-20 21:19:48 main:581] : INFO : Epoch 1991 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1938.72 ms [2021-11-20 21:19:50 main:581] : INFO : Epoch 1992 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1985.86 ms [2021-11-20 21:19:52 main:581] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 1962.13 ms [2021-11-20 21:19:54 main:581] : INFO : Epoch 1994 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1920.51 ms [2021-11-20 21:19:56 main:581] : INFO : Epoch 1995 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1907.12 ms [2021-11-20 21:19:58 main:581] : INFO : Epoch 1996 | loss: 0.0312515 | val_loss: 0.0312541 | Time: 1920.28 ms [2021-11-20 21:20:00 main:581] : INFO : Epoch 1997 | loss: 0.0312522 | val_loss: 0.0312591 | Time: 1942.44 ms [2021-11-20 21:20:02 main:581] : INFO : Epoch 1998 | loss: 0.0312523 | val_loss: 0.0312516 | Time: 1906.4 ms [2021-11-20 21:20:03 main:581] : INFO : Epoch 1999 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1930.1 ms [2021-11-20 21:20:05 main:581] : INFO : Epoch 2000 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1938.08 ms [2021-11-20 21:20:07 main:581] : INFO : Epoch 2001 | loss: 0.0312499 | val_loss: 0.0312528 | Time: 1926.97 ms [2021-11-20 21:20:09 main:581] : INFO : Epoch 2002 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1922.47 ms [2021-11-20 21:20:11 main:581] : INFO : Epoch 2003 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1947.87 ms [2021-11-20 21:20:13 main:581] : INFO : Epoch 2004 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1952.5 ms [2021-11-20 21:20:15 main:581] : INFO : Epoch 2005 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1906.45 ms [2021-11-20 21:20:17 main:581] : INFO : Epoch 2006 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1928.39 ms [2021-11-20 21:20:19 main:581] : INFO : Epoch 2007 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1947.28 ms [2021-11-20 21:20:21 main:581] : INFO : Epoch 2008 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1937.49 ms [2021-11-20 21:20:23 main:581] : INFO : Epoch 2009 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1937.83 ms [2021-11-20 21:20:25 main:581] : INFO : Epoch 2010 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1912.02 ms [2021-11-20 21:20:27 main:581] : INFO : Epoch 2011 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1932.43 ms [2021-11-20 21:20:29 main:581] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1933.9 ms [2021-11-20 21:20:31 main:581] : INFO : Epoch 2013 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1952.18 ms [2021-11-20 21:20:33 main:581] : INFO : Epoch 2014 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1952.66 ms [2021-11-20 21:20:35 main:581] : INFO : Epoch 2015 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 2017.06 ms [2021-11-20 21:20:36 main:581] : INFO : Epoch 2016 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1958.8 ms [2021-11-20 21:20:38 main:581] : INFO : Epoch 2017 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1973.12 ms [2021-11-20 21:20:40 main:581] : INFO : Epoch 2018 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1921.95 ms [2021-11-20 21:20:42 main:581] : INFO : Epoch 2019 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1907.21 ms [2021-11-20 21:20:44 main:581] : INFO : Epoch 2020 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1975.7 ms [2021-11-20 21:20:46 main:581] : INFO : Epoch 2021 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1909.78 ms [2021-11-20 21:20:48 main:581] : INFO : Epoch 2022 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 1911.98 ms [2021-11-20 21:20:50 main:581] : INFO : Epoch 2023 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1946.17 ms [2021-11-20 21:20:52 main:581] : INFO : Epoch 2024 | loss: 0.0312499 | val_loss: 0.0312515 | Time: 1922.41 ms [2021-11-20 21:20:54 main:581] : INFO : Epoch 2025 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1957.89 ms [2021-11-20 21:20:56 main:581] : INFO : Epoch 2026 | loss: 0.0312515 | val_loss: 0.0312537 | Time: 1970.74 ms [2021-11-20 21:20:58 main:581] : INFO : Epoch 2027 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1940.97 ms [2021-11-20 21:21:00 main:581] : INFO : Epoch 2028 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1962.51 ms [2021-11-20 21:21:02 main:581] : INFO : Epoch 2029 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1950.34 ms [2021-11-20 21:21:04 main:581] : INFO : Epoch 2030 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1906.66 ms [2021-11-20 21:21:06 main:581] : INFO : Epoch 2031 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1911.72 ms [2021-11-20 21:21:07 main:581] : INFO : Epoch 2032 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1943.92 ms [2021-11-20 21:21:09 main:581] : INFO : Epoch 2033 | loss: 0.0312509 | val_loss: 0.0312537 | Time: 1915.41 ms [2021-11-20 21:21:11 main:581] : INFO : Epoch 2034 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1912.11 ms [2021-11-20 21:21:13 main:581] : INFO : Epoch 2035 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1930.63 ms [2021-11-20 21:21:15 main:581] : INFO : Epoch 2036 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1945.09 ms [2021-11-20 21:21:17 main:581] : INFO : Epoch 2037 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 1949.09 ms [2021-11-20 21:21:19 main:581] : INFO : Epoch 2038 | loss: 0.0312496 | val_loss: 0.031251 | Time: 1962.81 ms [2021-11-20 21:21:21 main:581] : INFO : Epoch 2039 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1916.36 ms [2021-11-20 21:21:23 main:581] : INFO : Epoch 2040 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1939.76 ms [2021-11-20 21:21:25 main:581] : INFO : Epoch 2041 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1927.33 ms [2021-11-20 21:21:27 main:581] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1952.35 ms [2021-11-20 21:21:29 main:581] : INFO : Epoch 2043 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1914.04 ms [2021-11-20 21:21:31 main:581] : INFO : Epoch 2044 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1934.19 ms [2021-11-20 21:21:33 main:581] : INFO : Epoch 2045 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1918.99 ms [2021-11-20 21:21:35 main:581] : INFO : Epoch 2046 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 1965.5 ms [2021-11-20 21:21:36 main:581] : INFO : Epoch 2047 | loss: 0.0312495 | val_loss: 0.0312526 | Time: 1916.39 ms [2021-11-20 21:21:38 main:581] : INFO : Epoch 2048 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1917.11 ms [2021-11-20 21:21:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312501 [2021-11-20 21:21:38 main:610] : INFO : Saving end state to config to file [2021-11-20 21:21:38 main:615] : INFO : Success, exiting.. 21:21:38 (5637): 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)