Task 9194778
| Name | ParityModified-1636177940-26182-3-0_0 |
| Workunit | 6630793 |
| Created | 26 Nov 2021, 6:55:57 UTC |
| Sent | 1 Dec 2021, 21:21:01 UTC |
| Report deadline | 9 Dec 2021, 21:21:01 UTC |
| Received | 2 Dec 2021, 8:11:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15748 |
| Run time | 1 hours 53 min 10 sec |
| CPU time | 1 hours 51 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,672.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.83 GB |
| Peak swap size | 4.68 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 1946.57 ms [2021-12-02 06:55:10 main:574] : INFO : Epoch 1543 | loss: 0.0312445 | val_loss: 0.0312431 | Time: 1400.1 ms [2021-12-02 06:55:12 main:574] : INFO : Epoch 1544 | loss: 0.0312436 | val_loss: 0.0312407 | Time: 2014.62 ms [2021-12-02 06:55:14 main:574] : INFO : Epoch 1545 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 1964.95 ms [2021-12-02 06:55:16 main:574] : INFO : Epoch 1546 | loss: 0.0312436 | val_loss: 0.031241 | Time: 1972.81 ms [2021-12-02 06:55:18 main:574] : INFO : Epoch 1547 | loss: 0.0312442 | val_loss: 0.0312413 | Time: 2081.85 ms [2021-12-02 06:55:19 main:574] : INFO : Epoch 1548 | loss: 0.031243 | val_loss: 0.0312425 | Time: 1483.75 ms [2021-12-02 06:55:21 main:574] : INFO : Epoch 1549 | loss: 0.0312444 | val_loss: 0.0312458 | Time: 2010.56 ms [2021-12-02 06:55:23 main:574] : INFO : Epoch 1550 | loss: 0.031243 | val_loss: 0.0312414 | Time: 2043.83 ms [2021-12-02 06:55:25 main:574] : INFO : Epoch 1551 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 2016.48 ms [2021-12-02 06:55:28 main:574] : INFO : Epoch 1552 | loss: 0.0312434 | val_loss: 0.031244 | Time: 2010.9 ms [2021-12-02 06:55:29 main:574] : INFO : Epoch 1553 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 1637.42 ms [2021-12-02 06:55:31 main:574] : INFO : Epoch 1554 | loss: 0.0312429 | val_loss: 0.031241 | Time: 1524.63 ms [2021-12-02 06:55:33 main:574] : INFO : Epoch 1555 | loss: 0.0312428 | val_loss: 0.0312408 | Time: 2022.12 ms [2021-12-02 06:55:35 main:574] : INFO : Epoch 1556 | loss: 0.031243 | val_loss: 0.0312422 | Time: 1889.41 ms [2021-12-02 06:55:37 main:574] : INFO : Epoch 1557 | loss: 0.0312429 | val_loss: 0.0312411 | Time: 2046.88 ms [2021-12-02 06:55:39 main:574] : INFO : Epoch 1558 | loss: 0.0312424 | val_loss: 0.031242 | Time: 1953.33 ms [2021-12-02 06:55:40 main:574] : INFO : Epoch 1559 | loss: 0.0312438 | val_loss: 0.0312448 | Time: 1358.55 ms [2021-12-02 06:55:42 main:574] : INFO : Epoch 1560 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1963.56 ms [2021-12-02 06:55:44 main:574] : INFO : Epoch 1561 | loss: 0.0312429 | val_loss: 0.031241 | Time: 1917.05 ms [2021-12-02 06:55:46 main:574] : INFO : Epoch 1562 | loss: 0.0312437 | val_loss: 0.031242 | Time: 1959.91 ms [2021-12-02 06:55:48 main:574] : INFO : Epoch 1563 | loss: 0.0312435 | val_loss: 0.031241 | Time: 1988.35 ms [2021-12-02 06:55:49 main:574] : INFO : Epoch 1564 | loss: 0.0312443 | val_loss: 0.0312415 | Time: 1577.67 ms [2021-12-02 06:55:51 main:574] : INFO : Epoch 1565 | loss: 0.0312438 | val_loss: 0.0312432 | Time: 1716.67 ms [2021-12-02 06:55:53 main:574] : INFO : Epoch 1566 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 1970.34 ms [2021-12-02 06:55:55 main:574] : INFO : Epoch 1567 | loss: 0.031244 | val_loss: 0.0312439 | Time: 1926.28 ms [2021-12-02 06:55:57 main:574] : INFO : Epoch 1568 | loss: 0.031244 | val_loss: 0.0312425 | Time: 1959.33 ms [2021-12-02 06:55:59 main:574] : INFO : Epoch 1569 | loss: 0.0312438 | val_loss: 0.0312413 | Time: 1854.64 ms [2021-12-02 06:56:00 main:574] : INFO : Epoch 1570 | loss: 0.0312429 | val_loss: 0.0312411 | Time: 1363.01 ms [2021-12-02 06:56:02 main:574] : INFO : Epoch 1571 | loss: 0.0312428 | val_loss: 0.0312437 | Time: 1912.64 ms [2021-12-02 06:56:04 main:574] : INFO : Epoch 1572 | loss: 0.0312439 | val_loss: 0.0312423 | Time: 1903.69 ms [2021-12-02 06:56:06 main:574] : INFO : Epoch 1573 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 1979.67 ms [2021-12-02 06:56:08 main:574] : INFO : Epoch 1574 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 2004.8 ms [2021-12-02 06:56:10 main:574] : INFO : Epoch 1575 | loss: 0.0312506 | val_loss: 0.0312578 | Time: 1473.48 ms [2021-12-02 06:56:11 main:574] : INFO : Epoch 1576 | loss: 0.0312498 | val_loss: 0.0312431 | Time: 1827.73 ms [2021-12-02 06:56:13 main:574] : INFO : Epoch 1577 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 1934.81 ms [2021-12-02 06:56:15 main:574] : INFO : Epoch 1578 | loss: 0.0312439 | val_loss: 0.0312453 | Time: 1912.63 ms [2021-12-02 06:56:17 main:574] : INFO : Epoch 1579 | loss: 0.0312439 | val_loss: 0.031243 | Time: 2011.99 ms [2021-12-02 06:56:19 main:574] : INFO : Epoch 1580 | loss: 0.0312429 | val_loss: 0.0312417 | Time: 1784.07 ms [2021-12-02 06:56:20 main:574] : INFO : Epoch 1581 | loss: 0.0312434 | val_loss: 0.0312417 | Time: 1437.07 ms [2021-12-02 06:56:22 main:574] : INFO : Epoch 1582 | loss: 0.0312426 | val_loss: 0.0312412 | Time: 2034.13 ms [2021-12-02 06:56:24 main:574] : INFO : Epoch 1583 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 1937.57 ms [2021-12-02 06:56:26 main:574] : INFO : Epoch 1584 | loss: 0.0312432 | val_loss: 0.0312423 | Time: 2061.93 ms [2021-12-02 06:56:28 main:574] : INFO : Epoch 1585 | loss: 0.0312435 | val_loss: 0.031241 | Time: 1926.83 ms [2021-12-02 06:56:30 main:574] : INFO : Epoch 1586 | loss: 0.0312426 | val_loss: 0.0312415 | Time: 1372.29 ms [2021-12-02 06:56:32 main:574] : INFO : Epoch 1587 | loss: 0.0312426 | val_loss: 0.0312412 | Time: 2124.95 ms [2021-12-02 06:56:34 main:574] : INFO : Epoch 1588 | loss: 0.0312434 | val_loss: 0.0312413 | Time: 1982.71 ms [2021-12-02 06:56:36 main:574] : INFO : Epoch 1589 | loss: 0.0312428 | val_loss: 0.031242 | Time: 1933.09 ms [2021-12-02 06:56:38 main:574] : INFO : Epoch 1590 | loss: 0.0312429 | val_loss: 0.0312408 | Time: 1997.76 ms [2021-12-02 06:56:39 main:574] : INFO : Epoch 1591 | loss: 0.031243 | val_loss: 0.0312452 | Time: 1617.87 ms [2021-12-02 06:56:41 main:574] : INFO : Epoch 1592 | loss: 0.0312443 | val_loss: 0.031247 | Time: 1626.56 ms [2021-12-02 06:56:43 main:574] : INFO : Epoch 1593 | loss: 0.0312438 | val_loss: 0.0312415 | Time: 1998.38 ms [2021-12-02 06:56:45 main:574] : INFO : Epoch 1594 | loss: 0.0312433 | val_loss: 0.0312417 | Time: 1957 ms [2021-12-02 06:56:47 main:574] : INFO : Epoch 1595 | loss: 0.0312445 | val_loss: 0.0312424 | Time: 1984.64 ms [2021-12-02 06:56:49 main:574] : INFO : Epoch 1596 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 1917.4 ms [2021-12-02 06:56:50 main:574] : INFO : Epoch 1597 | loss: 0.0312435 | val_loss: 0.0312413 | Time: 1371.18 ms [2021-12-02 06:56:52 main:574] : INFO : Epoch 1598 | loss: 0.0312437 | val_loss: 0.031241 | Time: 1997.73 ms [2021-12-02 06:56:54 main:574] : INFO : Epoch 1599 | loss: 0.0312427 | val_loss: 0.0312409 | Time: 1954.75 ms [2021-12-02 06:56:56 main:574] : INFO : Epoch 1600 | loss: 0.0312436 | val_loss: 0.0312414 | Time: 2024.07 ms [2021-12-02 06:56:58 main:574] : INFO : Epoch 1601 | loss: 0.0312439 | val_loss: 0.0312429 | Time: 1965.48 ms [2021-12-02 06:57:00 main:574] : INFO : Epoch 1602 | loss: 0.031243 | val_loss: 0.0312412 | Time: 1490.35 ms [2021-12-02 06:57:02 main:574] : INFO : Epoch 1603 | loss: 0.0312452 | val_loss: 0.0312426 | Time: 1734.43 ms [2021-12-02 06:57:03 main:574] : INFO : Epoch 1604 | loss: 0.0312441 | val_loss: 0.0312413 | Time: 1928.3 ms [2021-12-02 06:57:05 main:574] : INFO : Epoch 1605 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 1956.65 ms [2021-12-02 06:57:07 main:574] : INFO : Epoch 1606 | loss: 0.0312437 | val_loss: 0.0312415 | Time: 2004.95 ms [2021-12-02 06:57:09 main:574] : INFO : Epoch 1607 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 1741.41 ms [2021-12-02 06:57:11 main:574] : INFO : Epoch 1608 | loss: 0.0312434 | val_loss: 0.0312424 | Time: 1432.05 ms [2021-12-02 06:57:13 main:574] : INFO : Epoch 1609 | loss: 0.0312433 | val_loss: 0.0312446 | Time: 1969.56 ms [2021-12-02 06:57:15 main:574] : INFO : Epoch 1610 | loss: 0.0312431 | val_loss: 0.0312409 | Time: 1959.66 ms [2021-12-02 06:57:17 main:574] : INFO : Epoch 1611 | loss: 0.0312428 | val_loss: 0.0312412 | Time: 2016.54 ms [2021-12-02 06:57:19 main:574] : INFO : Epoch 1612 | loss: 0.031243 | val_loss: 0.031241 | Time: 1973.46 ms [2021-12-02 06:57:20 main:574] : INFO : Epoch 1613 | loss: 0.0312425 | val_loss: 0.0312412 | Time: 1406.14 ms [2021-12-02 06:57:22 main:574] : INFO : Epoch 1614 | loss: 0.0312428 | val_loss: 0.0312433 | Time: 1971.88 ms [2021-12-02 06:57:24 main:574] : INFO : Epoch 1615 | loss: 0.0312435 | val_loss: 0.0312408 | Time: 1941.85 ms [2021-12-02 06:57:26 main:574] : INFO : Epoch 1616 | loss: 0.0312431 | val_loss: 0.0312418 | Time: 1936.27 ms [2021-12-02 06:57:28 main:574] : INFO : Epoch 1617 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 2034.58 ms [2021-12-02 06:57:29 main:574] : INFO : Epoch 1618 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 1628.47 ms [2021-12-02 06:57:31 main:574] : INFO : Epoch 1619 | loss: 0.0312457 | val_loss: 0.0312435 | Time: 1648.61 ms [2021-12-02 06:57:33 main:574] : INFO : Epoch 1620 | loss: 0.0312438 | val_loss: 0.0312408 | Time: 2011.76 ms [2021-12-02 06:57:35 main:574] : INFO : Epoch 1621 | loss: 0.0312428 | val_loss: 0.0312419 | Time: 1953.22 ms [2021-12-02 06:57:37 main:574] : INFO : Epoch 1622 | loss: 0.0312425 | val_loss: 0.0312414 | Time: 2025.42 ms [2021-12-02 06:57:39 main:574] : INFO : Epoch 1623 | loss: 0.0312443 | val_loss: 0.0312442 | Time: 1892.04 ms [2021-12-02 06:57:40 main:574] : INFO : Epoch 1624 | loss: 0.0312426 | val_loss: 0.0312412 | Time: 1384.18 ms [2021-12-02 06:57:42 main:574] : INFO : Epoch 1625 | loss: 0.0312427 | val_loss: 0.0312441 | Time: 1971.41 ms [2021-12-02 06:57:44 main:574] : INFO : Epoch 1626 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1975.93 ms [2021-12-02 06:57:46 main:574] : INFO : Epoch 1627 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 2083.85 ms [2021-12-02 06:57:48 main:574] : INFO : Epoch 1628 | loss: 0.0312432 | val_loss: 0.0312414 | Time: 1911.83 ms [2021-12-02 06:57:50 main:574] : INFO : Epoch 1629 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 1499.65 ms [2021-12-02 06:57:52 main:574] : INFO : Epoch 1630 | loss: 0.0312431 | val_loss: 0.0312414 | Time: 1731.17 ms [2021-12-02 06:57:54 main:574] : INFO : Epoch 1631 | loss: 0.0312427 | val_loss: 0.0312417 | Time: 1955.62 ms [2021-12-02 06:57:56 main:574] : INFO : Epoch 1632 | loss: 0.0312449 | val_loss: 0.0312418 | Time: 1957.22 ms [2021-12-02 06:57:58 main:574] : INFO : Epoch 1633 | loss: 0.0312529 | val_loss: 0.0312616 | Time: 1990.62 ms [2021-12-02 06:57:59 main:574] : INFO : Epoch 1634 | loss: 0.032249 | val_loss: 0.0315388 | Time: 1778.54 ms [2021-12-02 06:58:01 main:574] : INFO : Epoch 1635 | loss: 0.0314604 | val_loss: 0.0313193 | Time: 1407.77 ms [2021-12-02 06:58:03 main:574] : INFO : Epoch 1636 | loss: 0.0312797 | val_loss: 0.0312701 | Time: 2022.7 ms [2021-12-02 06:58:05 main:574] : INFO : Epoch 1637 | loss: 0.0312532 | val_loss: 0.0312463 | Time: 1948.46 ms [2021-12-02 06:58:07 main:574] : INFO : Epoch 1638 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 2005.42 ms [2021-12-02 06:58:09 main:574] : INFO : Epoch 1639 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 2063.16 ms [2021-12-02 06:58:10 main:574] : INFO : Epoch 1640 | loss: 0.0312435 | val_loss: 0.0312419 | Time: 1330.53 ms [2021-12-02 06:58:12 main:574] : INFO : Epoch 1641 | loss: 0.031243 | val_loss: 0.0312412 | Time: 1776.6 ms [2021-12-02 06:58:14 main:574] : INFO : Epoch 1642 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 2058.07 ms [2021-12-02 06:58:16 main:574] : INFO : Epoch 1643 | loss: 0.0312431 | val_loss: 0.0312405 | Time: 2060.34 ms [2021-12-02 06:58:18 main:574] : INFO : Epoch 1644 | loss: 0.0312436 | val_loss: 0.0312416 | Time: 1970.95 ms [2021-12-02 06:58:20 main:574] : INFO : Epoch 1645 | loss: 0.0312428 | val_loss: 0.0312422 | Time: 1591.58 ms [2021-12-02 06:58:21 main:574] : INFO : Epoch 1646 | loss: 0.0312431 | val_loss: 0.0312411 | Time: 1801.24 ms [2021-12-02 06:58:24 main:574] : INFO : Epoch 1647 | loss: 0.0312426 | val_loss: 0.031241 | Time: 2092.02 ms [2021-12-02 06:58:26 main:574] : INFO : Epoch 1648 | loss: 0.0312425 | val_loss: 0.0312416 | Time: 2062.48 ms [2021-12-02 06:58:28 main:574] : INFO : Epoch 1649 | loss: 0.0312426 | val_loss: 0.0312407 | Time: 2029.32 ms [2021-12-02 06:58:29 main:574] : INFO : Epoch 1650 | loss: 0.0312429 | val_loss: 0.0312425 | Time: 1778.65 ms [2021-12-02 06:58:31 main:574] : INFO : Epoch 1651 | loss: 0.0312434 | val_loss: 0.0312416 | Time: 1374.2 ms [2021-12-02 06:58:33 main:574] : INFO : Epoch 1652 | loss: 0.0312428 | val_loss: 0.0312407 | Time: 2019.98 ms [2021-12-02 06:58:35 main:574] : INFO : Epoch 1653 | loss: 0.0312427 | val_loss: 0.0312449 | Time: 1960.17 ms [2021-12-02 06:58:37 main:574] : INFO : Epoch 1654 | loss: 0.0312442 | val_loss: 0.0312458 | Time: 2011.05 ms [2021-12-02 06:58:39 main:574] : INFO : Epoch 1655 | loss: 0.0312449 | val_loss: 0.0312409 | Time: 1941.68 ms [2021-12-02 06:58:40 main:574] : INFO : Epoch 1656 | loss: 0.0312428 | val_loss: 0.0312407 | Time: 1382.29 ms [2021-12-02 06:58:42 main:574] : INFO : Epoch 1657 | loss: 0.0312431 | val_loss: 0.0312408 | Time: 1815.97 ms [2021-12-02 06:58:44 main:574] : INFO : Epoch 1658 | loss: 0.0312443 | val_loss: 0.031241 | Time: 1947.27 ms [2021-12-02 06:58:46 main:574] : INFO : Epoch 1659 | loss: 0.0312436 | val_loss: 0.0312413 | Time: 1942.54 ms [2021-12-02 06:58:48 main:574] : INFO : Epoch 1660 | loss: 0.0312429 | val_loss: 0.0312408 | Time: 1983.49 ms [2021-12-02 06:58:50 main:574] : INFO : Epoch 1661 | loss: 0.0312424 | val_loss: 0.0312404 | Time: 1723.66 ms [2021-12-02 06:58:51 main:574] : INFO : Epoch 1662 | loss: 0.0312424 | val_loss: 0.0312405 | Time: 1382.85 ms [2021-12-02 06:58:53 main:574] : INFO : Epoch 1663 | loss: 0.0312427 | val_loss: 0.031241 | Time: 1992.75 ms [2021-12-02 06:58:55 main:574] : INFO : Epoch 1664 | loss: 0.0312429 | val_loss: 0.0312413 | Time: 1946.43 ms [2021-12-02 06:58:57 main:574] : INFO : Epoch 1665 | loss: 0.0312427 | val_loss: 0.0312404 | Time: 2027.38 ms [2021-12-02 06:58:59 main:574] : INFO : Epoch 1666 | loss: 0.0312425 | val_loss: 0.031241 | Time: 1942.56 ms [2021-12-02 06:59:00 main:574] : INFO : Epoch 1667 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 1382.99 ms [2021-12-02 06:59:02 main:574] : INFO : Epoch 1668 | loss: 0.0312433 | val_loss: 0.0312405 | Time: 1718.38 ms [2021-12-02 06:59:04 main:574] : INFO : Epoch 1669 | loss: 0.0312422 | val_loss: 0.0312405 | Time: 1948 ms [2021-12-02 06:59:06 main:574] : INFO : Epoch 1670 | loss: 0.0312426 | val_loss: 0.0312405 | Time: 1952.63 ms [2021-12-02 06:59:08 main:574] : INFO : Epoch 1671 | loss: 0.0312431 | val_loss: 0.0312406 | Time: 2006.85 ms [2021-12-02 06:59:10 main:574] : INFO : Epoch 1672 | loss: 0.0312429 | val_loss: 0.0312409 | Time: 1727.03 ms [2021-12-02 06:59:11 main:574] : INFO : Epoch 1673 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 1679.85 ms [2021-12-02 06:59:13 main:574] : INFO : Epoch 1674 | loss: 0.0312427 | val_loss: 0.0312411 | Time: 1963.16 ms [2021-12-02 06:59:15 main:574] : INFO : Epoch 1675 | loss: 0.031244 | val_loss: 0.0312417 | Time: 1942.55 ms [2021-12-02 06:59:17 main:574] : INFO : Epoch 1676 | loss: 0.0312428 | val_loss: 0.031241 | Time: 2007.84 ms [2021-12-02 06:59:19 main:574] : INFO : Epoch 1677 | loss: 0.0312424 | val_loss: 0.0312405 | Time: 1924.03 ms [2021-12-02 06:59:20 main:574] : INFO : Epoch 1678 | loss: 0.0312427 | val_loss: 0.0312409 | Time: 1304.22 ms [2021-12-02 06:59:22 main:574] : INFO : Epoch 1679 | loss: 0.0312426 | val_loss: 0.0312406 | Time: 2002.06 ms [2021-12-02 06:59:24 main:574] : INFO : Epoch 1680 | loss: 0.0312423 | val_loss: 0.0312407 | Time: 1905.32 ms [2021-12-02 06:59:26 main:574] : INFO : Epoch 1681 | loss: 0.0312422 | val_loss: 0.0312412 | Time: 2064.1 ms [2021-12-02 06:59:28 main:574] : INFO : Epoch 1682 | loss: 0.0312426 | val_loss: 0.0312405 | Time: 1957.19 ms [2021-12-02 06:59:30 main:574] : INFO : Epoch 1683 | loss: 0.0312424 | val_loss: 0.0312405 | Time: 1515.62 ms [2021-12-02 06:59:32 main:574] : INFO : Epoch 1684 | loss: 0.0312429 | val_loss: 0.0312407 | Time: 1792.59 ms [2021-12-02 06:59:34 main:574] : INFO : Epoch 1685 | loss: 0.0312425 | val_loss: 0.0312421 | Time: 1949.06 ms [2021-12-02 06:59:36 main:574] : INFO : Epoch 1686 | loss: 0.0312429 | val_loss: 0.031241 | Time: 1927.33 ms [2021-12-02 06:59:38 main:574] : INFO : Epoch 1687 | loss: 0.0312431 | val_loss: 0.0312413 | Time: 2017.5 ms [2021-12-02 06:59:40 main:574] : INFO : Epoch 1688 | loss: 0.0312431 | val_loss: 0.0312416 | Time: 1878.87 ms [2021-12-02 06:59:41 main:574] : INFO : Epoch 1689 | loss: 0.0312428 | val_loss: 0.0312421 | Time: 1403.73 ms [2021-12-02 06:59:43 main:574] : INFO : Epoch 1690 | loss: 0.0312429 | val_loss: 0.0312406 | Time: 1990.76 ms [2021-12-02 06:59:45 main:574] : INFO : Epoch 1691 | loss: 0.0312424 | val_loss: 0.0312405 | Time: 1967.33 ms [2021-12-02 06:59:47 main:574] : INFO : Epoch 1692 | loss: 0.0312443 | val_loss: 0.0312423 | Time: 2002.11 ms [2021-12-02 06:59:49 main:574] : INFO : Epoch 1693 | loss: 0.0312443 | val_loss: 0.0312424 | Time: 1952.72 ms [2021-12-02 06:59:50 main:574] : INFO : Epoch 1694 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 1465.41 ms [2021-12-02 06:59:52 main:574] : INFO : Epoch 1695 | loss: 0.0312431 | val_loss: 0.0312409 | Time: 1785.38 ms [2021-12-02 06:59:54 main:574] : INFO : Epoch 1696 | loss: 0.0312435 | val_loss: 0.0312411 | Time: 1925.4 ms [2021-12-02 06:59:56 main:574] : INFO : Epoch 1697 | loss: 0.0312445 | val_loss: 0.0312428 | Time: 2004.33 ms [2021-12-02 06:59:58 main:574] : INFO : Epoch 1698 | loss: 0.0312433 | val_loss: 0.031241 | Time: 2007.44 ms [2021-12-02 07:00:00 main:574] : INFO : Epoch 1699 | loss: 0.0312426 | val_loss: 0.031241 | Time: 1739.87 ms [2021-12-02 07:00:01 main:574] : INFO : Epoch 1700 | loss: 0.0312425 | val_loss: 0.0312409 | Time: 1478.06 ms [2021-12-02 07:00:03 main:574] : INFO : Epoch 1701 | loss: 0.0312427 | val_loss: 0.0312417 | Time: 1933.98 ms [2021-12-02 07:00:05 main:574] : INFO : Epoch 1702 | loss: 0.0312434 | val_loss: 0.0312406 | Time: 1942.4 ms [2021-12-02 07:00:07 main:574] : INFO : Epoch 1703 | loss: 0.0312425 | val_loss: 0.0312408 | Time: 2020.65 ms [2021-12-02 07:00:09 main:574] : INFO : Epoch 1704 | loss: 0.0312429 | val_loss: 0.0312413 | Time: 1970.25 ms [2021-12-02 07:00:11 main:574] : INFO : Epoch 1705 | loss: 0.0312433 | val_loss: 0.0312428 | Time: 1455.07 ms [2021-12-02 07:00:12 main:574] : INFO : Epoch 1706 | loss: 0.031243 | val_loss: 0.0312407 | Time: 1856.12 ms [2021-12-02 07:00:14 main:574] : INFO : Epoch 1707 | loss: 0.0312437 | val_loss: 0.031241 | Time: 1944.76 ms [2021-12-02 07:00:17 main:574] : INFO : Epoch 1708 | loss: 0.0312431 | val_loss: 0.0312413 | Time: 2087.66 ms [2021-12-02 07:00:18 main:574] : INFO : Epoch 1709 | loss: 0.0312429 | val_loss: 0.0312407 | Time: 1953.69 ms [2021-12-02 07:00:20 main:574] : INFO : Epoch 1710 | loss: 0.0312428 | val_loss: 0.0312408 | Time: 1562.41 ms [2021-12-02 07:00:22 main:574] : INFO : Epoch 1711 | loss: 0.0312421 | val_loss: 0.031241 | Time: 1799.86 ms [2021-12-02 07:00:24 main:574] : INFO : Epoch 1712 | loss: 0.0312426 | val_loss: 0.0312406 | Time: 1954.82 ms [2021-12-02 07:00:26 main:574] : INFO : Epoch 1713 | loss: 0.0312431 | val_loss: 0.0312409 | Time: 1972.8 ms [2021-12-02 07:00:28 main:574] : INFO : Epoch 1714 | loss: 0.0312433 | val_loss: 0.0312411 | Time: 2050.36 ms [2021-12-02 07:00:30 main:574] : INFO : Epoch 1715 | loss: 0.0312436 | val_loss: 0.0312424 | Time: 1786.94 ms [2021-12-02 07:00:31 main:574] : INFO : Epoch 1716 | loss: 0.0312437 | val_loss: 0.0312415 | Time: 1453.84 ms [2021-12-02 07:00:33 main:574] : INFO : Epoch 1717 | loss: 0.0312426 | val_loss: 0.0312409 | Time: 2004.73 ms [2021-12-02 07:00:35 main:574] : INFO : Epoch 1718 | loss: 0.0312423 | val_loss: 0.0312407 | Time: 1979.37 ms [2021-12-02 07:00:37 main:574] : INFO : Epoch 1719 | loss: 0.0312428 | val_loss: 0.031244 | Time: 2023.2 ms [2021-12-02 07:00:39 main:574] : INFO : Epoch 1720 | loss: 0.0312427 | val_loss: 0.0312404 | Time: 1943.9 ms [2021-12-02 07:00:40 main:574] : INFO : Epoch 1721 | loss: 0.0312426 | val_loss: 0.0312407 | Time: 1382.67 ms [2021-12-02 07:00:42 main:574] : INFO : Epoch 1722 | loss: 0.0312422 | val_loss: 0.0312408 | Time: 1912.04 ms [2021-12-02 07:00:45 main:574] : INFO : Epoch 1723 | loss: 0.0312423 | val_loss: 0.0312412 | Time: 2587.44 ms [2021-12-02 07:00:47 main:574] : INFO : Epoch 1724 | loss: 0.0312425 | val_loss: 0.031242 | Time: 2009.23 ms [2021-12-02 07:00:49 main:574] : INFO : Epoch 1725 | loss: 0.0312421 | val_loss: 0.0312408 | Time: 1926.36 ms [2021-12-02 07:00:50 main:574] : INFO : Epoch 1726 | loss: 0.0312433 | val_loss: 0.0312409 | Time: 1532.38 ms [2021-12-02 07:00:52 main:574] : INFO : Epoch 1727 | loss: 0.031243 | val_loss: 0.0312408 | Time: 1736.56 ms [2021-12-02 07:00:54 main:574] : INFO : Epoch 1728 | loss: 0.0312423 | val_loss: 0.0312407 | Time: 1923.8 ms [2021-12-02 07:00:56 main:574] : INFO : Epoch 1729 | loss: 0.0312433 | val_loss: 0.0312413 | Time: 2023.7 ms [2021-12-02 07:00:58 main:574] : INFO : Epoch 1730 | loss: 0.0312421 | val_loss: 0.0312404 | Time: 1976.31 ms [2021-12-02 07:01:00 main:574] : INFO : Epoch 1731 | loss: 0.0312425 | val_loss: 0.0312415 | Time: 1704.39 ms [2021-12-02 07:01:01 main:574] : INFO : Epoch 1732 | loss: 0.0312428 | val_loss: 0.0312414 | Time: 1512.54 ms [2021-12-02 07:01:03 main:574] : INFO : Epoch 1733 | loss: 0.0312424 | val_loss: 0.0312406 | Time: 1910.19 ms [2021-12-02 07:01:05 main:574] : INFO : Epoch 1734 | loss: 0.0312423 | val_loss: 0.0312409 | Time: 1943.86 ms [2021-12-02 07:01:07 main:574] : INFO : Epoch 1735 | loss: 0.0312427 | val_loss: 0.031244 | Time: 2027.49 ms [2021-12-02 07:01:09 main:574] : INFO : Epoch 1736 | loss: 0.0312433 | val_loss: 0.0312422 | Time: 1971.48 ms [2021-12-02 07:01:11 main:574] : INFO : Epoch 1737 | loss: 0.0312426 | val_loss: 0.0312411 | Time: 1310.61 ms [2021-12-02 07:01:12 main:574] : INFO : Epoch 1738 | loss: 0.0312428 | val_loss: 0.0312408 | Time: 1960.64 ms [2021-12-02 07:01:14 main:574] : INFO : Epoch 1739 | loss: 0.0312419 | val_loss: 0.0312405 | Time: 1958.91 ms [2021-12-02 07:01:17 main:574] : INFO : Epoch 1740 | loss: 0.0312429 | val_loss: 0.0312412 | Time: 2059.21 ms [2021-12-02 07:01:18 main:574] : INFO : Epoch 1741 | loss: 0.0312422 | val_loss: 0.0312411 | Time: 1985.45 ms [2021-12-02 07:01:20 main:574] : INFO : Epoch 1742 | loss: 0.0312424 | val_loss: 0.0312416 | Time: 1598.28 ms [2021-12-02 07:01:22 main:574] : INFO : Epoch 1743 | loss: 0.0312421 | val_loss: 0.0312407 | Time: 1634.38 ms [2021-12-02 07:01:24 main:574] : INFO : Epoch 1744 | loss: 0.0312426 | val_loss: 0.0312405 | Time: 1946.58 ms [2021-12-02 07:01:26 main:574] : INFO : Epoch 1745 | loss: 0.0312419 | val_loss: 0.0312405 | Time: 1940.15 ms [2021-12-02 07:01:28 main:574] : INFO : Epoch 1746 | loss: 0.0312423 | val_loss: 0.0312421 | Time: 2048.46 ms [2021-12-02 07:01:30 main:574] : INFO : Epoch 1747 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 1905.91 ms [2021-12-02 07:01:31 main:574] : INFO : Epoch 1748 | loss: 0.0312425 | val_loss: 0.0312404 | Time: 1341.44 ms [2021-12-02 07:01:33 main:574] : INFO : Epoch 1749 | loss: 0.0312421 | val_loss: 0.0312412 | Time: 1934.52 ms [2021-12-02 07:01:35 main:574] : INFO : Epoch 1750 | loss: 0.0312425 | val_loss: 0.0312413 | Time: 1951.93 ms [2021-12-02 07:01:37 main:574] : INFO : Epoch 1751 | loss: 0.0312429 | val_loss: 0.0312412 | Time: 2071.52 ms [2021-12-02 07:01:39 main:574] : INFO : Epoch 1752 | loss: 0.0312421 | val_loss: 0.0312405 | Time: 1912.36 ms [2021-12-02 07:01:40 main:574] : INFO : Epoch 1753 | loss: 0.031242 | val_loss: 0.0312424 | Time: 1600.27 ms [2021-12-02 07:01:42 main:574] : INFO : Epoch 1754 | loss: 0.0312439 | val_loss: 0.0312451 | Time: 1713.18 ms [2021-12-02 07:01:44 main:574] : INFO : Epoch 1755 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 1978.14 ms [2021-12-02 07:01:46 main:574] : INFO : Epoch 1756 | loss: 0.0312434 | val_loss: 0.0312414 | Time: 2018.52 ms [2021-12-02 07:01:48 main:574] : INFO : Epoch 1757 | loss: 0.0312426 | val_loss: 0.0312407 | Time: 1974.86 ms [2021-12-02 07:01:50 main:574] : INFO : Epoch 1758 | loss: 0.0312421 | val_loss: 0.0312431 | Time: 1774.57 ms [2021-12-02 07:01:51 main:574] : INFO : Epoch 1759 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 1423.85 ms [2021-12-02 07:01:53 main:574] : INFO : Epoch 1760 | loss: 0.0312423 | val_loss: 0.0312415 | Time: 1863.54 ms [2021-12-02 07:01:55 main:574] : INFO : Epoch 1761 | loss: 0.031242 | val_loss: 0.031241 | Time: 1861.24 ms [2021-12-02 07:01:57 main:574] : INFO : Epoch 1762 | loss: 0.031242 | val_loss: 0.0312404 | Time: 2186.12 ms [2021-12-02 07:01:59 main:574] : INFO : Epoch 1763 | loss: 0.031242 | val_loss: 0.0312408 | Time: 1935.64 ms [2021-12-02 07:02:01 main:574] : INFO : Epoch 1764 | loss: 0.0312425 | val_loss: 0.031242 | Time: 1448.73 ms [2021-12-02 07:02:03 main:574] : INFO : Epoch 1765 | loss: 0.0312424 | val_loss: 0.0312431 | Time: 1929.39 ms [2021-12-02 07:02:05 main:574] : INFO : Epoch 1766 | loss: 0.0312428 | val_loss: 0.0312405 | Time: 1933.17 ms [2021-12-02 07:02:07 main:574] : INFO : Epoch 1767 | loss: 0.0312418 | val_loss: 0.0312405 | Time: 2069.96 ms [2021-12-02 07:02:09 main:574] : INFO : Epoch 1768 | loss: 0.0312418 | val_loss: 0.0312406 | Time: 1913.77 ms [2021-12-02 07:02:10 main:574] : INFO : Epoch 1769 | loss: 0.0312423 | val_loss: 0.0312408 | Time: 1633.02 ms [2021-12-02 07:02:12 main:574] : INFO : Epoch 1770 | loss: 0.0312419 | val_loss: 0.0312417 | Time: 1640.54 ms [2021-12-02 07:02:14 main:574] : INFO : Epoch 1771 | loss: 0.0312425 | val_loss: 0.0312422 | Time: 1907.92 ms [2021-12-02 07:02:16 main:574] : INFO : Epoch 1772 | loss: 0.0312422 | val_loss: 0.0312406 | Time: 1937.68 ms [2021-12-02 07:02:18 main:574] : INFO : Epoch 1773 | loss: 0.0312417 | val_loss: 0.0312403 | Time: 2018.5 ms [2021-12-02 07:02:20 main:574] : INFO : Epoch 1774 | loss: 0.0312419 | val_loss: 0.0312409 | Time: 1931.29 ms [2021-12-02 07:02:21 main:574] : INFO : Epoch 1775 | loss: 0.0312429 | val_loss: 0.0312406 | Time: 1291.18 ms [2021-12-02 07:02:23 main:574] : INFO : Epoch 1776 | loss: 0.0312423 | val_loss: 0.0312408 | Time: 1991.48 ms [2021-12-02 07:02:25 main:574] : INFO : Epoch 1777 | loss: 0.0312439 | val_loss: 0.0312415 | Time: 1966.16 ms [2021-12-02 07:02:27 main:574] : INFO : Epoch 1778 | loss: 0.0312424 | val_loss: 0.0312407 | Time: 2038.47 ms [2021-12-02 07:02:29 main:574] : INFO : Epoch 1779 | loss: 0.0312419 | val_loss: 0.0312413 | Time: 1973.27 ms [2021-12-02 07:02:30 main:574] : INFO : Epoch 1780 | loss: 0.031242 | val_loss: 0.0312436 | Time: 1546.18 ms [2021-12-02 07:02:32 main:574] : INFO : Epoch 1781 | loss: 0.0312429 | val_loss: 0.0312409 | Time: 1767.32 ms [2021-12-02 07:02:34 main:574] : INFO : Epoch 1782 | loss: 0.0312422 | val_loss: 0.0312403 | Time: 1907.67 ms [2021-12-02 07:02:36 main:574] : INFO : Epoch 1783 | loss: 0.031242 | val_loss: 0.0312415 | Time: 2012.18 ms [2021-12-02 07:02:38 main:574] : INFO : Epoch 1784 | loss: 0.0312422 | val_loss: 0.0312401 | Time: 1979.79 ms [2021-12-02 07:02:40 main:574] : INFO : Epoch 1785 | loss: 0.0312423 | val_loss: 0.0312415 | Time: 1834.04 ms [2021-12-02 07:02:41 main:574] : INFO : Epoch 1786 | loss: 0.031243 | val_loss: 0.0312406 | Time: 1368.77 ms [2021-12-02 07:02:43 main:574] : INFO : Epoch 1787 | loss: 0.0312426 | val_loss: 0.0312408 | Time: 1930.22 ms [2021-12-02 07:02:45 main:574] : INFO : Epoch 1788 | loss: 0.0312417 | val_loss: 0.0312406 | Time: 1985.48 ms [2021-12-02 07:02:47 main:574] : INFO : Epoch 1789 | loss: 0.0312426 | val_loss: 0.031241 | Time: 2061.39 ms [2021-12-02 07:02:49 main:574] : INFO : Epoch 1790 | loss: 0.0312442 | val_loss: 0.0312403 | Time: 1923.1 ms [2021-12-02 07:02:51 main:574] : INFO : Epoch 1791 | loss: 0.0312438 | val_loss: 0.031241 | Time: 1467.86 ms [2021-12-02 07:02:52 main:574] : INFO : Epoch 1792 | loss: 0.0312422 | val_loss: 0.0312403 | Time: 1724.8 ms [2021-12-02 07:02:54 main:574] : INFO : Epoch 1793 | loss: 0.0312418 | val_loss: 0.0312405 | Time: 1978.87 ms [2021-12-02 07:02:56 main:574] : INFO : Epoch 1794 | loss: 0.0312423 | val_loss: 0.0312411 | Time: 2077.73 ms [2021-12-02 07:02:58 main:574] : INFO : Epoch 1795 | loss: 0.0312429 | val_loss: 0.0312402 | Time: 1901.41 ms [2021-12-02 07:03:00 main:574] : INFO : Epoch 1796 | loss: 0.0312417 | val_loss: 0.0312402 | Time: 1763.07 ms [2021-12-02 07:03:02 main:574] : INFO : Epoch 1797 | loss: 0.0312422 | val_loss: 0.0312433 | Time: 1474.32 ms [2021-12-02 07:03:04 main:574] : INFO : Epoch 1798 | loss: 0.0312423 | val_loss: 0.0312402 | Time: 1883.7 ms [2021-12-02 07:03:06 main:574] : INFO : Epoch 1799 | loss: 0.031242 | val_loss: 0.0312406 | Time: 1978.79 ms [2021-12-02 07:03:08 main:574] : INFO : Epoch 1800 | loss: 0.0312434 | val_loss: 0.0312403 | Time: 2027.02 ms [2021-12-02 07:03:09 main:574] : INFO : Epoch 1801 | loss: 0.0312429 | val_loss: 0.0312403 | Time: 1923.84 ms [2021-12-02 07:03:11 main:574] : INFO : Epoch 1802 | loss: 0.0312419 | val_loss: 0.0312409 | Time: 1278.23 ms [2021-12-02 07:03:13 main:574] : INFO : Epoch 1803 | loss: 0.0312417 | val_loss: 0.0312402 | Time: 1994.93 ms [2021-12-02 07:03:15 main:574] : INFO : Epoch 1804 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 1943.32 ms [2021-12-02 07:03:17 main:574] : INFO : Epoch 1805 | loss: 0.031243 | val_loss: 0.0312401 | Time: 2089.85 ms [2021-12-02 07:03:19 main:574] : INFO : Epoch 1806 | loss: 0.0312418 | val_loss: 0.0312403 | Time: 1965.88 ms [2021-12-02 07:03:20 main:574] : INFO : Epoch 1807 | loss: 0.0312417 | val_loss: 0.0312411 | Time: 1638.96 ms [2021-12-02 07:03:22 main:574] : INFO : Epoch 1808 | loss: 0.0312417 | val_loss: 0.0312403 | Time: 1639.49 ms [2021-12-02 07:03:24 main:574] : INFO : Epoch 1809 | loss: 0.0312416 | val_loss: 0.0312401 | Time: 1945.55 ms [2021-12-02 07:03:26 main:574] : INFO : Epoch 1810 | loss: 0.0312423 | val_loss: 0.0312402 | Time: 1965.4 ms [2021-12-02 07:03:28 main:574] : INFO : Epoch 1811 | loss: 0.031242 | val_loss: 0.0312402 | Time: 1988.81 ms [2021-12-02 07:03:30 main:574] : INFO : Epoch 1812 | loss: 0.0312416 | val_loss: 0.0312419 | Time: 1917.77 ms [2021-12-02 07:03:31 main:574] : INFO : Epoch 1813 | loss: 0.0312423 | val_loss: 0.0312405 | Time: 1318.7 ms [2021-12-02 07:03:33 main:574] : INFO : Epoch 1814 | loss: 0.0312416 | val_loss: 0.0312401 | Time: 2025.63 ms [2021-12-02 07:03:35 main:574] : INFO : Epoch 1815 | loss: 0.0312425 | val_loss: 0.0312408 | Time: 1925.51 ms [2021-12-02 07:03:37 main:574] : INFO : Epoch 1816 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 2037.92 ms [2021-12-02 07:03:39 main:574] : INFO : Epoch 1817 | loss: 0.0312434 | val_loss: 0.0312426 | Time: 1965.04 ms [2021-12-02 07:03:41 main:574] : INFO : Epoch 1818 | loss: 0.0312432 | val_loss: 0.0312412 | Time: 1545.3 ms [2021-12-02 07:03:42 main:574] : INFO : Epoch 1819 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 1657.15 ms [2021-12-02 07:03:44 main:574] : INFO : Epoch 1820 | loss: 0.0312436 | val_loss: 0.0312424 | Time: 1968.8 ms [2021-12-02 07:03:46 main:574] : INFO : Epoch 1821 | loss: 0.0312429 | val_loss: 0.0312416 | Time: 2045.73 ms [2021-12-02 07:03:48 main:574] : INFO : Epoch 1822 | loss: 0.0312426 | val_loss: 0.0312412 | Time: 1963.76 ms [2021-12-02 07:03:50 main:574] : INFO : Epoch 1823 | loss: 0.0312426 | val_loss: 0.0312408 | Time: 1821.43 ms [2021-12-02 07:03:52 main:574] : INFO : Epoch 1824 | loss: 0.031243 | val_loss: 0.0312427 | Time: 1366.62 ms [2021-12-02 07:03:53 main:574] : INFO : Epoch 1825 | loss: 0.0312436 | val_loss: 0.0312412 | Time: 1904.48 ms [2021-12-02 07:03:55 main:574] : INFO : Epoch 1826 | loss: 0.0312424 | val_loss: 0.0312407 | Time: 1922.06 ms [2021-12-02 07:03:57 main:574] : INFO : Epoch 1827 | loss: 0.0312445 | val_loss: 0.031241 | Time: 2018.65 ms [2021-12-02 07:03:59 main:574] : INFO : Epoch 1828 | loss: 0.0312435 | val_loss: 0.0312415 | Time: 1946.34 ms [2021-12-02 07:04:01 main:574] : INFO : Epoch 1829 | loss: 0.0312425 | val_loss: 0.0312411 | Time: 1547.71 ms [2021-12-02 07:04:03 main:574] : INFO : Epoch 1830 | loss: 0.0312424 | val_loss: 0.0312404 | Time: 1667.18 ms [2021-12-02 07:04:05 main:574] : INFO : Epoch 1831 | loss: 0.0312428 | val_loss: 0.0312407 | Time: 1926.25 ms [2021-12-02 07:04:07 main:574] : INFO : Epoch 1832 | loss: 0.0312431 | val_loss: 0.0312405 | Time: 2042.24 ms [2021-12-02 07:04:09 main:574] : INFO : Epoch 1833 | loss: 0.0312421 | val_loss: 0.0312406 | Time: 1945.85 ms [2021-12-02 07:04:10 main:574] : INFO : Epoch 1834 | loss: 0.0312423 | val_loss: 0.0312409 | Time: 1717.82 ms [2021-12-02 07:04:12 main:574] : INFO : Epoch 1835 | loss: 0.0312423 | val_loss: 0.0312405 | Time: 1510.38 ms [2021-12-02 07:04:14 main:574] : INFO : Epoch 1836 | loss: 0.0312425 | val_loss: 0.0312416 | Time: 1943.24 ms [2021-12-02 07:04:16 main:574] : INFO : Epoch 1837 | loss: 0.0312429 | val_loss: 0.0312413 | Time: 1935.79 ms [2021-12-02 07:04:18 main:574] : INFO : Epoch 1838 | loss: 0.0312444 | val_loss: 0.0312405 | Time: 2048.07 ms [2021-12-02 07:04:20 main:574] : INFO : Epoch 1839 | loss: 0.0312435 | val_loss: 0.0312403 | Time: 1950.72 ms [2021-12-02 07:04:21 main:574] : INFO : Epoch 1840 | loss: 0.0312423 | val_loss: 0.0312405 | Time: 1307.94 ms [2021-12-02 07:04:23 main:574] : INFO : Epoch 1841 | loss: 0.0312421 | val_loss: 0.0312404 | Time: 1927.5 ms [2021-12-02 07:04:25 main:574] : INFO : Epoch 1842 | loss: 0.031243 | val_loss: 0.0312412 | Time: 1971.13 ms [2021-12-02 07:04:27 main:574] : INFO : Epoch 1843 | loss: 0.0312431 | val_loss: 0.0312405 | Time: 1989.02 ms [2021-12-02 07:04:29 main:574] : INFO : Epoch 1844 | loss: 0.0312442 | val_loss: 0.0312428 | Time: 1923.6 ms [2021-12-02 07:04:31 main:574] : INFO : Epoch 1845 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 1733.25 ms [2021-12-02 07:04:32 main:574] : INFO : Epoch 1846 | loss: 0.0312425 | val_loss: 0.0312408 | Time: 1526.08 ms [2021-12-02 07:04:34 main:574] : INFO : Epoch 1847 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 1938.31 ms [2021-12-02 07:04:36 main:574] : INFO : Epoch 1848 | loss: 0.0312427 | val_loss: 0.0312417 | Time: 2019.82 ms [2021-12-02 07:04:38 main:574] : INFO : Epoch 1849 | loss: 0.0312428 | val_loss: 0.0312409 | Time: 1985.34 ms [2021-12-02 07:04:40 main:574] : INFO : Epoch 1850 | loss: 0.0312426 | val_loss: 0.0312419 | Time: 1938.26 ms [2021-12-02 07:04:41 main:574] : INFO : Epoch 1851 | loss: 0.0312433 | val_loss: 0.031242 | Time: 1413.26 ms [2021-12-02 07:04:43 main:574] : INFO : Epoch 1852 | loss: 0.0312424 | val_loss: 0.0312405 | Time: 1880.66 ms [2021-12-02 07:04:45 main:574] : INFO : Epoch 1853 | loss: 0.0312429 | val_loss: 0.0312409 | Time: 1953.32 ms [2021-12-02 07:04:47 main:574] : INFO : Epoch 1854 | loss: 0.031242 | val_loss: 0.0312403 | Time: 1977.13 ms [2021-12-02 07:04:49 main:574] : INFO : Epoch 1855 | loss: 0.0312423 | val_loss: 0.0312408 | Time: 1952.41 ms [2021-12-02 07:04:51 main:574] : INFO : Epoch 1856 | loss: 0.0312423 | val_loss: 0.0312406 | Time: 1630.18 ms [2021-12-02 07:04:52 main:574] : INFO : Epoch 1857 | loss: 0.0312423 | val_loss: 0.0312406 | Time: 1632.84 ms [2021-12-02 07:04:54 main:574] : INFO : Epoch 1858 | loss: 0.031242 | val_loss: 0.03124 | Time: 1940.82 ms [2021-12-02 07:04:56 main:574] : INFO : Epoch 1859 | loss: 0.0312419 | val_loss: 0.0312399 | Time: 2056.47 ms [2021-12-02 07:04:58 main:574] : INFO : Epoch 1860 | loss: 0.0312421 | val_loss: 0.0312409 | Time: 1947.54 ms [2021-12-02 07:05:00 main:574] : INFO : Epoch 1861 | loss: 0.0312425 | val_loss: 0.0312414 | Time: 1828.74 ms [2021-12-02 07:05:02 main:574] : INFO : Epoch 1862 | loss: 0.0312424 | val_loss: 0.0312401 | Time: 1415.06 ms [2021-12-02 07:05:03 main:574] : INFO : Epoch 1863 | loss: 0.0312427 | val_loss: 0.0312404 | Time: 1837.19 ms [2021-12-02 07:05:05 main:574] : INFO : Epoch 1864 | loss: 0.0312422 | val_loss: 0.0312409 | Time: 1929.94 ms [2021-12-02 07:05:07 main:574] : INFO : Epoch 1865 | loss: 0.0312425 | val_loss: 0.0312405 | Time: 2007.31 ms [2021-12-02 07:05:09 main:574] : INFO : Epoch 1866 | loss: 0.0312431 | val_loss: 0.0312407 | Time: 1958.8 ms [2021-12-02 07:05:11 main:574] : INFO : Epoch 1867 | loss: 0.0312434 | val_loss: 0.0312405 | Time: 1498.53 ms [2021-12-02 07:05:13 main:574] : INFO : Epoch 1868 | loss: 0.0312431 | val_loss: 0.0312414 | Time: 1694.93 ms [2021-12-02 07:05:15 main:574] : INFO : Epoch 1869 | loss: 0.0312425 | val_loss: 0.0312401 | Time: 1943.27 ms [2021-12-02 07:05:17 main:574] : INFO : Epoch 1870 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 2076 ms [2021-12-02 07:05:19 main:574] : INFO : Epoch 1871 | loss: 0.0312424 | val_loss: 0.0312402 | Time: 1912.92 ms [2021-12-02 07:05:20 main:574] : INFO : Epoch 1872 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 1840.73 ms [2021-12-02 07:05:22 main:574] : INFO : Epoch 1873 | loss: 0.0312445 | val_loss: 0.0312431 | Time: 1443.2 ms [2021-12-02 07:05:24 main:574] : INFO : Epoch 1874 | loss: 0.0312442 | val_loss: 0.0312407 | Time: 1916.14 ms [2021-12-02 07:05:26 main:574] : INFO : Epoch 1875 | loss: 0.0312427 | val_loss: 0.0312399 | Time: 1915.42 ms [2021-12-02 07:05:28 main:574] : INFO : Epoch 1876 | loss: 0.0312417 | val_loss: 0.0312398 | Time: 2023.3 ms [2021-12-02 07:05:30 main:574] : INFO : Epoch 1877 | loss: 0.0312421 | val_loss: 0.0312397 | Time: 1948.61 ms [2021-12-02 07:05:31 main:574] : INFO : Epoch 1878 | loss: 0.0312418 | val_loss: 0.0312404 | Time: 1419.6 ms [2021-12-02 07:05:33 main:574] : INFO : Epoch 1879 | loss: 0.0312419 | val_loss: 0.0312399 | Time: 1866.46 ms [2021-12-02 07:05:35 main:574] : INFO : Epoch 1880 | loss: 0.0312423 | val_loss: 0.03124 | Time: 1945.08 ms [2021-12-02 07:05:37 main:574] : INFO : Epoch 1881 | loss: 0.0312417 | val_loss: 0.0312398 | Time: 2016.21 ms [2021-12-02 07:05:39 main:574] : INFO : Epoch 1882 | loss: 0.0312421 | val_loss: 0.0312414 | Time: 1954.76 ms [2021-12-02 07:05:41 main:574] : INFO : Epoch 1883 | loss: 0.0312421 | val_loss: 0.0312412 | Time: 1773.56 ms [2021-12-02 07:05:42 main:574] : INFO : Epoch 1884 | loss: 0.0312422 | val_loss: 0.0312408 | Time: 1447.32 ms [2021-12-02 07:05:44 main:574] : INFO : Epoch 1885 | loss: 0.0312417 | val_loss: 0.0312421 | Time: 1959.13 ms [2021-12-02 07:05:46 main:574] : INFO : Epoch 1886 | loss: 0.0312426 | val_loss: 0.0312398 | Time: 1997.98 ms [2021-12-02 07:05:48 main:574] : INFO : Epoch 1887 | loss: 0.0312422 | val_loss: 0.0312442 | Time: 1997.04 ms [2021-12-02 07:05:50 main:574] : INFO : Epoch 1888 | loss: 0.0312422 | val_loss: 0.0312418 | Time: 1904.52 ms [2021-12-02 07:05:51 main:574] : INFO : Epoch 1889 | loss: 0.0312424 | val_loss: 0.0312411 | Time: 1482.69 ms [2021-12-02 07:05:53 main:574] : INFO : Epoch 1890 | loss: 0.0312419 | val_loss: 0.0312394 | Time: 1781 ms [2021-12-02 07:05:55 main:574] : INFO : Epoch 1891 | loss: 0.0312422 | val_loss: 0.0312414 | Time: 1976.17 ms [2021-12-02 07:05:57 main:574] : INFO : Epoch 1892 | loss: 0.0312418 | val_loss: 0.0312396 | Time: 2005.51 ms [2021-12-02 07:05:59 main:574] : INFO : Epoch 1893 | loss: 0.0312421 | val_loss: 0.0312405 | Time: 1924.16 ms [2021-12-02 07:06:01 main:574] : INFO : Epoch 1894 | loss: 0.0312414 | val_loss: 0.0312396 | Time: 1653.59 ms [2021-12-02 07:06:02 main:574] : INFO : Epoch 1895 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 1554.57 ms [2021-12-02 07:06:04 main:574] : INFO : Epoch 1896 | loss: 0.0312423 | val_loss: 0.0312401 | Time: 1935.15 ms [2021-12-02 07:06:06 main:574] : INFO : Epoch 1897 | loss: 0.0312427 | val_loss: 0.0312399 | Time: 2025.75 ms [2021-12-02 07:06:08 main:574] : INFO : Epoch 1898 | loss: 0.0312421 | val_loss: 0.0312393 | Time: 1947.32 ms [2021-12-02 07:06:10 main:574] : INFO : Epoch 1899 | loss: 0.0312441 | val_loss: 0.0312425 | Time: 1925.04 ms [2021-12-02 07:06:12 main:574] : INFO : Epoch 1900 | loss: 0.0312436 | val_loss: 0.0312404 | Time: 1337.89 ms [2021-12-02 07:06:13 main:574] : INFO : Epoch 1901 | loss: 0.0312436 | val_loss: 0.0312415 | Time: 1862.72 ms [2021-12-02 07:06:15 main:574] : INFO : Epoch 1902 | loss: 0.0312436 | val_loss: 0.0312433 | Time: 1956.93 ms [2021-12-02 07:06:17 main:574] : INFO : Epoch 1903 | loss: 0.0312425 | val_loss: 0.0312397 | Time: 2006.2 ms [2021-12-02 07:06:19 main:574] : INFO : Epoch 1904 | loss: 0.0312416 | val_loss: 0.0312406 | Time: 1973.23 ms [2021-12-02 07:06:21 main:574] : INFO : Epoch 1905 | loss: 0.0312416 | val_loss: 0.0312391 | Time: 1605.58 ms [2021-12-02 07:06:23 main:574] : INFO : Epoch 1906 | loss: 0.031242 | val_loss: 0.0312396 | Time: 1714.21 ms [2021-12-02 07:06:25 main:574] : INFO : Epoch 1907 | loss: 0.0312417 | val_loss: 0.0312391 | Time: 1906.01 ms [2021-12-02 07:06:27 main:574] : INFO : Epoch 1908 | loss: 0.0312415 | val_loss: 0.0312398 | Time: 2045.86 ms [2021-12-02 07:06:29 main:574] : INFO : Epoch 1909 | loss: 0.0312417 | val_loss: 0.0312404 | Time: 1931.5 ms [2021-12-02 07:06:30 main:574] : INFO : Epoch 1910 | loss: 0.0312423 | val_loss: 0.0312402 | Time: 1871.1 ms [2021-12-02 07:06:32 main:574] : INFO : Epoch 1911 | loss: 0.0312413 | val_loss: 0.0312395 | Time: 1365.61 ms [2021-12-02 07:06:34 main:574] : INFO : Epoch 1912 | loss: 0.0312411 | val_loss: 0.0312435 | Time: 1952.69 ms [2021-12-02 07:06:36 main:574] : INFO : Epoch 1913 | loss: 0.0312423 | val_loss: 0.0312406 | Time: 1945.1 ms [2021-12-02 07:06:38 main:574] : INFO : Epoch 1914 | loss: 0.0312412 | val_loss: 0.0312395 | Time: 2004.18 ms [2021-12-02 07:06:40 main:574] : INFO : Epoch 1915 | loss: 0.0312418 | val_loss: 0.0312416 | Time: 1920.93 ms [2021-12-02 07:06:41 main:574] : INFO : Epoch 1916 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1472.37 ms [2021-12-02 07:06:43 main:574] : INFO : Epoch 1917 | loss: 0.0312426 | val_loss: 0.0312406 | Time: 1732.34 ms [2021-12-02 07:06:45 main:574] : INFO : Epoch 1918 | loss: 0.031243 | val_loss: 0.0312396 | Time: 1942.75 ms [2021-12-02 07:06:47 main:574] : INFO : Epoch 1919 | loss: 0.0312412 | val_loss: 0.0312396 | Time: 2015.05 ms [2021-12-02 07:06:49 main:574] : INFO : Epoch 1920 | loss: 0.0312425 | val_loss: 0.0312402 | Time: 1937.22 ms [2021-12-02 07:06:51 main:574] : INFO : Epoch 1921 | loss: 0.0312418 | val_loss: 0.0312398 | Time: 1817.32 ms [2021-12-02 07:06:52 main:574] : INFO : Epoch 1922 | loss: 0.0312414 | val_loss: 0.0312392 | Time: 1398.71 ms [2021-12-02 07:06:54 main:574] : INFO : Epoch 1923 | loss: 0.0312418 | val_loss: 0.0312393 | Time: 1923.13 ms [2021-12-02 07:06:56 main:574] : INFO : Epoch 1924 | loss: 0.0312415 | val_loss: 0.0312396 | Time: 1946.79 ms [2021-12-02 07:06:58 main:574] : INFO : Epoch 1925 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 1984.02 ms [2021-12-02 07:07:00 main:574] : INFO : Epoch 1926 | loss: 0.0312413 | val_loss: 0.0312399 | Time: 1938.03 ms [2021-12-02 07:07:01 main:574] : INFO : Epoch 1927 | loss: 0.0312413 | val_loss: 0.0312394 | Time: 1489.11 ms [2021-12-02 07:07:03 main:574] : INFO : Epoch 1928 | loss: 0.0312414 | val_loss: 0.0312399 | Time: 1634.64 ms [2021-12-02 07:07:05 main:574] : INFO : Epoch 1929 | loss: 0.0312429 | val_loss: 0.0312409 | Time: 1931.63 ms [2021-12-02 07:07:07 main:574] : INFO : Epoch 1930 | loss: 0.0312414 | val_loss: 0.0312403 | Time: 2024.91 ms [2021-12-02 07:07:09 main:574] : INFO : Epoch 1931 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 1898.42 ms [2021-12-02 07:07:11 main:574] : INFO : Epoch 1932 | loss: 0.0312428 | val_loss: 0.0312398 | Time: 1825.93 ms [2021-12-02 07:07:12 main:574] : INFO : Epoch 1933 | loss: 0.0312411 | val_loss: 0.0312391 | Time: 1429.2 ms [2021-12-02 07:07:14 main:574] : INFO : Epoch 1934 | loss: 0.0312417 | val_loss: 0.0312396 | Time: 1906.24 ms [2021-12-02 07:07:16 main:574] : INFO : Epoch 1935 | loss: 0.0312415 | val_loss: 0.0312434 | Time: 1970.63 ms [2021-12-02 07:07:18 main:574] : INFO : Epoch 1936 | loss: 0.0312432 | val_loss: 0.0312408 | Time: 2016.82 ms [2021-12-02 07:07:20 main:574] : INFO : Epoch 1937 | loss: 0.0312423 | val_loss: 0.0312393 | Time: 1931.89 ms [2021-12-02 07:07:21 main:574] : INFO : Epoch 1938 | loss: 0.0312409 | val_loss: 0.0312391 | Time: 1349.87 ms [2021-12-02 07:07:23 main:574] : INFO : Epoch 1939 | loss: 0.0312414 | val_loss: 0.0312389 | Time: 1807.83 ms [2021-12-02 07:07:25 main:574] : INFO : Epoch 1940 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 1943.63 ms [2021-12-02 07:07:27 main:574] : INFO : Epoch 1941 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 2074.11 ms [2021-12-02 07:07:29 main:574] : INFO : Epoch 1942 | loss: 0.0312418 | val_loss: 0.0312399 | Time: 1941.29 ms [2021-12-02 07:07:31 main:574] : INFO : Epoch 1943 | loss: 0.0312419 | val_loss: 0.0312394 | Time: 1752.68 ms [2021-12-02 07:07:32 main:574] : INFO : Epoch 1944 | loss: 0.031241 | val_loss: 0.0312397 | Time: 1485.75 ms [2021-12-02 07:07:34 main:574] : INFO : Epoch 1945 | loss: 0.0312416 | val_loss: 0.0312389 | Time: 1906.87 ms [2021-12-02 07:07:36 main:574] : INFO : Epoch 1946 | loss: 0.0312411 | val_loss: 0.0312393 | Time: 1985.9 ms [2021-12-02 07:07:38 main:574] : INFO : Epoch 1947 | loss: 0.0312411 | val_loss: 0.0312392 | Time: 1969.39 ms [2021-12-02 07:07:40 main:574] : INFO : Epoch 1948 | loss: 0.0312415 | val_loss: 0.031239 | Time: 2007.73 ms [2021-12-02 07:07:42 main:574] : INFO : Epoch 1949 | loss: 0.0312411 | val_loss: 0.0312398 | Time: 1389.22 ms [2021-12-02 07:07:43 main:574] : INFO : Epoch 1950 | loss: 0.0312417 | val_loss: 0.0312385 | Time: 1837.46 ms [2021-12-02 07:07:45 main:574] : INFO : Epoch 1951 | loss: 0.0312414 | val_loss: 0.0312388 | Time: 1968.9 ms [2021-12-02 07:07:47 main:574] : INFO : Epoch 1952 | loss: 0.0312419 | val_loss: 0.03124 | Time: 2009.14 ms [2021-12-02 07:07:49 main:574] : INFO : Epoch 1953 | loss: 0.0312412 | val_loss: 0.0312394 | Time: 1936.98 ms [2021-12-02 07:07:51 main:574] : INFO : Epoch 1954 | loss: 0.0312416 | val_loss: 0.0312433 | Time: 1679.13 ms [2021-12-02 07:07:53 main:574] : INFO : Epoch 1955 | loss: 0.0312424 | val_loss: 0.0312389 | Time: 1508.37 ms [2021-12-02 07:07:54 main:574] : INFO : Epoch 1956 | loss: 0.0312419 | val_loss: 0.0312397 | Time: 1915.05 ms [2021-12-02 07:07:57 main:574] : INFO : Epoch 1957 | loss: 0.0312419 | val_loss: 0.0312392 | Time: 2059.41 ms [2021-12-02 07:07:58 main:574] : INFO : Epoch 1958 | loss: 0.0312409 | val_loss: 0.0312417 | Time: 1894.15 ms [2021-12-02 07:08:00 main:574] : INFO : Epoch 1959 | loss: 0.0312411 | val_loss: 0.0312392 | Time: 1960.26 ms [2021-12-02 07:08:02 main:574] : INFO : Epoch 1960 | loss: 0.031241 | val_loss: 0.0312401 | Time: 1393.81 ms [2021-12-02 07:08:04 main:574] : INFO : Epoch 1961 | loss: 0.0312416 | val_loss: 0.0312421 | Time: 1844.51 ms [2021-12-02 07:08:06 main:574] : INFO : Epoch 1962 | loss: 0.0312413 | val_loss: 0.0312386 | Time: 1936.15 ms [2021-12-02 07:08:08 main:574] : INFO : Epoch 1963 | loss: 0.0312411 | val_loss: 0.0312406 | Time: 2000.7 ms [2021-12-02 07:08:10 main:574] : INFO : Epoch 1964 | loss: 0.0312409 | val_loss: 0.0312385 | Time: 1932.37 ms [2021-12-02 07:08:11 main:574] : INFO : Epoch 1965 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 1597.44 ms [2021-12-02 07:08:13 main:574] : INFO : Epoch 1966 | loss: 0.0312419 | val_loss: 0.0312426 | Time: 1589.91 ms [2021-12-02 07:08:15 main:574] : INFO : Epoch 1967 | loss: 0.0312426 | val_loss: 0.0312385 | Time: 1923.33 ms [2021-12-02 07:08:17 main:574] : INFO : Epoch 1968 | loss: 0.0312411 | val_loss: 0.0312386 | Time: 2005.03 ms [2021-12-02 07:08:19 main:574] : INFO : Epoch 1969 | loss: 0.0312423 | val_loss: 0.0312387 | Time: 1957.7 ms [2021-12-02 07:08:21 main:574] : INFO : Epoch 1970 | loss: 0.0312409 | val_loss: 0.0312393 | Time: 1924 ms [2021-12-02 07:08:22 main:574] : INFO : Epoch 1971 | loss: 0.0312406 | val_loss: 0.0312388 | Time: 1299.14 ms [2021-12-02 07:08:24 main:574] : INFO : Epoch 1972 | loss: 0.0312409 | val_loss: 0.0312401 | Time: 1904.69 ms [2021-12-02 07:08:26 main:574] : INFO : Epoch 1973 | loss: 0.0312417 | val_loss: 0.0312399 | Time: 1951.61 ms [2021-12-02 07:08:28 main:574] : INFO : Epoch 1974 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 1995.23 ms [2021-12-02 07:08:30 main:574] : INFO : Epoch 1975 | loss: 0.0312409 | val_loss: 0.031239 | Time: 1930.85 ms [2021-12-02 07:08:31 main:574] : INFO : Epoch 1976 | loss: 0.0312408 | val_loss: 0.0312384 | Time: 1549.83 ms [2021-12-02 07:08:33 main:574] : INFO : Epoch 1977 | loss: 0.0312407 | val_loss: 0.0312383 | Time: 1629.05 ms [2021-12-02 07:08:35 main:574] : INFO : Epoch 1978 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 1936.75 ms [2021-12-02 07:08:37 main:574] : INFO : Epoch 1979 | loss: 0.0312409 | val_loss: 0.0312396 | Time: 2038.96 ms [2021-12-02 07:08:39 main:574] : INFO : Epoch 1980 | loss: 0.0312407 | val_loss: 0.0312384 | Time: 1909.41 ms [2021-12-02 07:08:41 main:574] : INFO : Epoch 1981 | loss: 0.0312405 | val_loss: 0.0312397 | Time: 1934.01 ms [2021-12-02 07:08:42 main:574] : INFO : Epoch 1982 | loss: 0.031241 | val_loss: 0.0312399 | Time: 1354.15 ms [2021-12-02 07:08:44 main:574] : INFO : Epoch 1983 | loss: 0.0312408 | val_loss: 0.0312392 | Time: 1943.24 ms [2021-12-02 07:08:46 main:574] : INFO : Epoch 1984 | loss: 0.0312413 | val_loss: 0.0312394 | Time: 1974.44 ms [2021-12-02 07:08:48 main:574] : INFO : Epoch 1985 | loss: 0.0312415 | val_loss: 0.0312388 | Time: 2011.61 ms [2021-12-02 07:08:50 main:574] : INFO : Epoch 1986 | loss: 0.0312408 | val_loss: 0.0312384 | Time: 1929.61 ms [2021-12-02 07:08:51 main:574] : INFO : Epoch 1987 | loss: 0.031241 | val_loss: 0.0312392 | Time: 1550.33 ms [2021-12-02 07:08:53 main:574] : INFO : Epoch 1988 | loss: 0.0312414 | val_loss: 0.0312386 | Time: 1614.64 ms [2021-12-02 07:08:55 main:574] : INFO : Epoch 1989 | loss: 0.0312404 | val_loss: 0.031239 | Time: 2000.18 ms [2021-12-02 07:08:57 main:574] : INFO : Epoch 1990 | loss: 0.0312414 | val_loss: 0.0312395 | Time: 2015.27 ms [2021-12-02 07:08:59 main:574] : INFO : Epoch 1991 | loss: 0.0312412 | val_loss: 0.0312381 | Time: 1865.9 ms [2021-12-02 07:09:01 main:574] : INFO : Epoch 1992 | loss: 0.0312406 | val_loss: 0.0312389 | Time: 1895.36 ms [2021-12-02 07:09:03 main:574] : INFO : Epoch 1993 | loss: 0.0312409 | val_loss: 0.0312398 | Time: 2137.92 ms [2021-12-02 07:09:05 main:574] : INFO : Epoch 1994 | loss: 0.0312413 | val_loss: 0.0312392 | Time: 1939.81 ms [2021-12-02 07:09:07 main:574] : INFO : Epoch 1995 | loss: 0.0312415 | val_loss: 0.0312387 | Time: 2067.98 ms [2021-12-02 07:09:09 main:574] : INFO : Epoch 1996 | loss: 0.0312414 | val_loss: 0.031239 | Time: 1930.85 ms [2021-12-02 07:09:11 main:574] : INFO : Epoch 1997 | loss: 0.0312408 | val_loss: 0.0312385 | Time: 1894.99 ms [2021-12-02 07:09:12 main:574] : INFO : Epoch 1998 | loss: 0.0312421 | val_loss: 0.0312386 | Time: 1368.29 ms [2021-12-02 07:09:14 main:574] : INFO : Epoch 1999 | loss: 0.0312424 | val_loss: 0.0312453 | Time: 1883.54 ms [2021-12-02 07:09:16 main:574] : INFO : Epoch 2000 | loss: 0.0312443 | val_loss: 0.0312404 | Time: 2048.4 ms [2021-12-02 07:09:18 main:574] : INFO : Epoch 2001 | loss: 0.0312418 | val_loss: 0.0312384 | Time: 2007.4 ms [2021-12-02 07:09:20 main:574] : INFO : Epoch 2002 | loss: 0.0312412 | val_loss: 0.0312406 | Time: 1947.89 ms [2021-12-02 07:09:22 main:574] : INFO : Epoch 2003 | loss: 0.0312416 | val_loss: 0.0312382 | Time: 1431.74 ms [2021-12-02 07:09:23 main:574] : INFO : Epoch 2004 | loss: 0.0312407 | val_loss: 0.031239 | Time: 1886.71 ms [2021-12-02 07:09:25 main:574] : INFO : Epoch 2005 | loss: 0.0312406 | val_loss: 0.031238 | Time: 1969.03 ms [2021-12-02 07:09:27 main:574] : INFO : Epoch 2006 | loss: 0.0312406 | val_loss: 0.0312391 | Time: 2010.56 ms [2021-12-02 07:09:29 main:574] : INFO : Epoch 2007 | loss: 0.0312404 | val_loss: 0.0312384 | Time: 1973.84 ms [2021-12-02 07:09:31 main:574] : INFO : Epoch 2008 | loss: 0.0312403 | val_loss: 0.0312396 | Time: 1709.96 ms [2021-12-02 07:09:33 main:574] : INFO : Epoch 2009 | loss: 0.0312405 | val_loss: 0.0312386 | Time: 1515.18 ms [2021-12-02 07:09:35 main:574] : INFO : Epoch 2010 | loss: 0.0312403 | val_loss: 0.0312388 | Time: 1952.61 ms [2021-12-02 07:09:37 main:574] : INFO : Epoch 2011 | loss: 0.0312403 | val_loss: 0.0312396 | Time: 2095.7 ms [2021-12-02 07:09:39 main:574] : INFO : Epoch 2012 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 1970 ms [2021-12-02 07:09:41 main:574] : INFO : Epoch 2013 | loss: 0.0312426 | val_loss: 0.0312401 | Time: 1947.86 ms [2021-12-02 07:09:42 main:574] : INFO : Epoch 2014 | loss: 0.0312415 | val_loss: 0.0312407 | Time: 1294.51 ms [2021-12-02 07:09:44 main:574] : INFO : Epoch 2015 | loss: 0.0312411 | val_loss: 0.0312398 | Time: 1936.03 ms [2021-12-02 07:09:46 main:574] : INFO : Epoch 2016 | loss: 0.0312414 | val_loss: 0.0312406 | Time: 2016.01 ms [2021-12-02 07:09:48 main:574] : INFO : Epoch 2017 | loss: 0.0312406 | val_loss: 0.0312422 | Time: 2081.78 ms [2021-12-02 07:09:50 main:574] : INFO : Epoch 2018 | loss: 0.031244 | val_loss: 0.0312425 | Time: 2002.56 ms [2021-12-02 07:09:52 main:574] : INFO : Epoch 2019 | loss: 0.0312418 | val_loss: 0.031241 | Time: 1569.09 ms [2021-12-02 07:09:53 main:574] : INFO : Epoch 2020 | loss: 0.0312412 | val_loss: 0.0312386 | Time: 1567.71 ms [2021-12-02 07:09:55 main:574] : INFO : Epoch 2021 | loss: 0.0312409 | val_loss: 0.03124 | Time: 1991.23 ms [2021-12-02 07:09:57 main:574] : INFO : Epoch 2022 | loss: 0.031243 | val_loss: 0.0312419 | Time: 2026.08 ms [2021-12-02 07:09:59 main:574] : INFO : Epoch 2023 | loss: 0.0312415 | val_loss: 0.0312398 | Time: 1950.15 ms [2021-12-02 07:10:01 main:574] : INFO : Epoch 2024 | loss: 0.0312407 | val_loss: 0.0312387 | Time: 1943.03 ms [2021-12-02 07:10:03 main:574] : INFO : Epoch 2025 | loss: 0.0312405 | val_loss: 0.0312381 | Time: 1992.09 ms [2021-12-02 07:10:05 main:574] : INFO : Epoch 2026 | loss: 0.0312402 | val_loss: 0.0312383 | Time: 1982.54 ms [2021-12-02 07:10:07 main:574] : INFO : Epoch 2027 | loss: 0.0312402 | val_loss: 0.0312386 | Time: 2027.98 ms [2021-12-02 07:10:09 main:574] : INFO : Epoch 2028 | loss: 0.0312403 | val_loss: 0.0312381 | Time: 1933.55 ms [2021-12-02 07:10:11 main:574] : INFO : Epoch 2029 | loss: 0.0312406 | val_loss: 0.0312387 | Time: 1912.71 ms [2021-12-02 07:10:12 main:574] : INFO : Epoch 2030 | loss: 0.0312409 | val_loss: 0.0312381 | Time: 1396 ms [2021-12-02 07:10:14 main:574] : INFO : Epoch 2031 | loss: 0.0312405 | val_loss: 0.0312386 | Time: 1917.63 ms [2021-12-02 07:10:16 main:574] : INFO : Epoch 2032 | loss: 0.0312407 | val_loss: 0.03124 | Time: 2046.35 ms [2021-12-02 07:10:18 main:574] : INFO : Epoch 2033 | loss: 0.0312404 | val_loss: 0.0312387 | Time: 2021.57 ms [2021-12-02 07:10:20 main:574] : INFO : Epoch 2034 | loss: 0.0312406 | val_loss: 0.0312386 | Time: 1960.43 ms [2021-12-02 07:10:22 main:574] : INFO : Epoch 2035 | loss: 0.0312409 | val_loss: 0.0312387 | Time: 1531.44 ms [2021-12-02 07:10:24 main:574] : INFO : Epoch 2036 | loss: 0.0312402 | val_loss: 0.031238 | Time: 1798.14 ms [2021-12-02 07:10:26 main:574] : INFO : Epoch 2037 | loss: 0.0312401 | val_loss: 0.0312385 | Time: 1955.94 ms [2021-12-02 07:10:28 main:574] : INFO : Epoch 2038 | loss: 0.0312427 | val_loss: 0.0312383 | Time: 2013.49 ms [2021-12-02 07:10:30 main:574] : INFO : Epoch 2039 | loss: 0.0312411 | val_loss: 0.0312387 | Time: 1955.58 ms [2021-12-02 07:10:31 main:574] : INFO : Epoch 2040 | loss: 0.0312414 | val_loss: 0.0312399 | Time: 1726.52 ms [2021-12-02 07:10:33 main:574] : INFO : Epoch 2041 | loss: 0.0312418 | val_loss: 0.0312413 | Time: 1603.1 ms [2021-12-02 07:10:35 main:574] : INFO : Epoch 2042 | loss: 0.0312413 | val_loss: 0.0312388 | Time: 1967.1 ms [2021-12-02 07:10:37 main:574] : INFO : Epoch 2043 | loss: 0.0312415 | val_loss: 0.0312395 | Time: 2022.48 ms [2021-12-02 07:10:39 main:574] : INFO : Epoch 2044 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 1984.03 ms [2021-12-02 07:10:41 main:574] : INFO : Epoch 2045 | loss: 0.031241 | val_loss: 0.0312385 | Time: 1978.13 ms [2021-12-02 07:10:42 main:574] : INFO : Epoch 2046 | loss: 0.0312406 | val_loss: 0.0312386 | Time: 1260.18 ms [2021-12-02 07:10:44 main:574] : INFO : Epoch 2047 | loss: 0.0312416 | val_loss: 0.0312392 | Time: 1937.9 ms [2021-12-02 07:10:46 main:574] : INFO : Epoch 2048 | loss: 0.0312417 | val_loss: 0.0312399 | Time: 2023.54 ms [2021-12-02 07:10:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312399 [2021-12-02 07:10:46 main:603] : INFO : Saving end state to config to file [2021-12-02 07:10:46 main:608] : INFO : Success, exiting.. 07:10:46 (8648): 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)