Task 8544940
| Name | ParityModified-1634619211-5344-3_0 |
| Workunit | 6041046 |
| Created | 31 Oct 2021, 19:53:01 UTC |
| Sent | 1 Nov 2021, 20:27:40 UTC |
| Report deadline | 8 Nov 2021, 20:27:40 UTC |
| Received | 2 Nov 2021, 10:41:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 56 sec |
| CPU time | 1 hours 5 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311437 | val_loss: 0.0311572 | Time: 1866.21 ms [2021-11-02 06:25:07 main:581] : INFO : Epoch 1539 | loss: 0.0311475 | val_loss: 0.0311544 | Time: 1874.86 ms [2021-11-02 06:25:09 main:581] : INFO : Epoch 1540 | loss: 0.0311489 | val_loss: 0.0311553 | Time: 1949.35 ms [2021-11-02 06:25:11 main:581] : INFO : Epoch 1541 | loss: 0.0311445 | val_loss: 0.0311561 | Time: 1922.38 ms [2021-11-02 06:25:13 main:581] : INFO : Epoch 1542 | loss: 0.0311425 | val_loss: 0.0311574 | Time: 1869.39 ms [2021-11-02 06:25:15 main:581] : INFO : Epoch 1543 | loss: 0.031145 | val_loss: 0.0311553 | Time: 1870.53 ms [2021-11-02 06:25:17 main:581] : INFO : Epoch 1544 | loss: 0.0311469 | val_loss: 0.0311588 | Time: 1863.49 ms [2021-11-02 06:25:19 main:581] : INFO : Epoch 1545 | loss: 0.0311478 | val_loss: 0.0311577 | Time: 1899.4 ms [2021-11-02 06:25:21 main:581] : INFO : Epoch 1546 | loss: 0.031149 | val_loss: 0.0311575 | Time: 1955.86 ms [2021-11-02 06:25:23 main:581] : INFO : Epoch 1547 | loss: 0.0311456 | val_loss: 0.0311589 | Time: 1945.82 ms [2021-11-02 06:25:25 main:581] : INFO : Epoch 1548 | loss: 0.0311435 | val_loss: 0.0311608 | Time: 1959.22 ms [2021-11-02 06:25:27 main:581] : INFO : Epoch 1549 | loss: 0.0311446 | val_loss: 0.031154 | Time: 1959.61 ms [2021-11-02 06:25:29 main:581] : INFO : Epoch 1550 | loss: 0.0311423 | val_loss: 0.0311632 | Time: 1944.98 ms [2021-11-02 06:25:31 main:581] : INFO : Epoch 1551 | loss: 0.031146 | val_loss: 0.0311717 | Time: 1980.79 ms [2021-11-02 06:25:33 main:581] : INFO : Epoch 1552 | loss: 0.0311444 | val_loss: 0.0311571 | Time: 1949.08 ms [2021-11-02 06:25:34 main:581] : INFO : Epoch 1553 | loss: 0.0311461 | val_loss: 0.0311574 | Time: 1951.01 ms [2021-11-02 06:25:36 main:581] : INFO : Epoch 1554 | loss: 0.0311523 | val_loss: 0.0311557 | Time: 1960.28 ms [2021-11-02 06:25:38 main:581] : INFO : Epoch 1555 | loss: 0.0311494 | val_loss: 0.0311899 | Time: 1886.34 ms [2021-11-02 06:25:40 main:581] : INFO : Epoch 1556 | loss: 0.0311456 | val_loss: 0.0311533 | Time: 1963.98 ms [2021-11-02 06:25:42 main:581] : INFO : Epoch 1557 | loss: 0.0311424 | val_loss: 0.0311572 | Time: 1961.94 ms [2021-11-02 06:25:44 main:581] : INFO : Epoch 1558 | loss: 0.0311447 | val_loss: 0.0311542 | Time: 1988.15 ms [2021-11-02 06:25:46 main:581] : INFO : Epoch 1559 | loss: 0.0311416 | val_loss: 0.0311633 | Time: 1949.95 ms [2021-11-02 06:25:48 main:581] : INFO : Epoch 1560 | loss: 0.0311437 | val_loss: 0.0311733 | Time: 1956.46 ms [2021-11-02 06:25:50 main:581] : INFO : Epoch 1561 | loss: 0.031143 | val_loss: 0.0311603 | Time: 1964.73 ms [2021-11-02 06:25:52 main:581] : INFO : Epoch 1562 | loss: 0.0311389 | val_loss: 0.0311564 | Time: 1951.09 ms [2021-11-02 06:25:54 main:581] : INFO : Epoch 1563 | loss: 0.0311381 | val_loss: 0.0311563 | Time: 1962.12 ms [2021-11-02 06:25:56 main:581] : INFO : Epoch 1564 | loss: 0.0311426 | val_loss: 0.0311537 | Time: 1960 ms [2021-11-02 06:25:58 main:581] : INFO : Epoch 1565 | loss: 0.0311427 | val_loss: 0.0311563 | Time: 1955.9 ms [2021-11-02 06:26:00 main:581] : INFO : Epoch 1566 | loss: 0.0311427 | val_loss: 0.0311574 | Time: 1952.33 ms [2021-11-02 06:26:02 main:581] : INFO : Epoch 1567 | loss: 0.0311472 | val_loss: 0.0311541 | Time: 1946.02 ms [2021-11-02 06:26:04 main:581] : INFO : Epoch 1568 | loss: 0.0311479 | val_loss: 0.0311575 | Time: 1956.75 ms [2021-11-02 06:26:06 main:581] : INFO : Epoch 1569 | loss: 0.0311418 | val_loss: 0.0311553 | Time: 1961.35 ms [2021-11-02 06:26:08 main:581] : INFO : Epoch 1570 | loss: 0.0311427 | val_loss: 0.0311813 | Time: 1956.23 ms [2021-11-02 06:26:10 main:581] : INFO : Epoch 1571 | loss: 0.0311531 | val_loss: 0.0311669 | Time: 1943.01 ms [2021-11-02 06:26:12 main:581] : INFO : Epoch 1572 | loss: 0.0311422 | val_loss: 0.0311562 | Time: 1946.87 ms [2021-11-02 06:26:13 main:581] : INFO : Epoch 1573 | loss: 0.0311463 | val_loss: 0.0311599 | Time: 1878.43 ms [2021-11-02 06:26:15 main:581] : INFO : Epoch 1574 | loss: 0.031139 | val_loss: 0.0311539 | Time: 1866.94 ms [2021-11-02 06:26:17 main:581] : INFO : Epoch 1575 | loss: 0.031141 | val_loss: 0.0311593 | Time: 1936.54 ms [2021-11-02 06:26:19 main:581] : INFO : Epoch 1576 | loss: 0.03114 | val_loss: 0.0311548 | Time: 1957.28 ms [2021-11-02 06:26:21 main:581] : INFO : Epoch 1577 | loss: 0.031138 | val_loss: 0.0311539 | Time: 1950.86 ms [2021-11-02 06:26:23 main:581] : INFO : Epoch 1578 | loss: 0.0311465 | val_loss: 0.031153 | Time: 1945.15 ms [2021-11-02 06:26:25 main:581] : INFO : Epoch 1579 | loss: 0.0311421 | val_loss: 0.0311533 | Time: 1882.83 ms [2021-11-02 06:26:27 main:581] : INFO : Epoch 1580 | loss: 0.031137 | val_loss: 0.0311528 | Time: 1866.27 ms [2021-11-02 06:26:29 main:581] : INFO : Epoch 1581 | loss: 0.0311388 | val_loss: 0.0311622 | Time: 1865.03 ms [2021-11-02 06:26:31 main:581] : INFO : Epoch 1582 | loss: 0.0311376 | val_loss: 0.031156 | Time: 1865.02 ms [2021-11-02 06:26:32 main:581] : INFO : Epoch 1583 | loss: 0.0311439 | val_loss: 0.0311577 | Time: 1864.12 ms [2021-11-02 06:26:34 main:581] : INFO : Epoch 1584 | loss: 0.0311441 | val_loss: 0.031154 | Time: 1941.53 ms [2021-11-02 06:26:36 main:581] : INFO : Epoch 1585 | loss: 0.0311392 | val_loss: 0.0311564 | Time: 1918.13 ms [2021-11-02 06:26:38 main:581] : INFO : Epoch 1586 | loss: 0.0311396 | val_loss: 0.0311678 | Time: 1865 ms [2021-11-02 06:26:40 main:581] : INFO : Epoch 1587 | loss: 0.0311412 | val_loss: 0.0311593 | Time: 1864.26 ms [2021-11-02 06:26:42 main:581] : INFO : Epoch 1588 | loss: 0.0311409 | val_loss: 0.0312137 | Time: 1872.33 ms [2021-11-02 06:26:44 main:581] : INFO : Epoch 1589 | loss: 0.031165 | val_loss: 0.0311565 | Time: 1862.98 ms [2021-11-02 06:26:46 main:581] : INFO : Epoch 1590 | loss: 0.0311459 | val_loss: 0.0311555 | Time: 1909.41 ms [2021-11-02 06:26:48 main:581] : INFO : Epoch 1591 | loss: 0.0311442 | val_loss: 0.0311782 | Time: 1863.38 ms [2021-11-02 06:26:49 main:581] : INFO : Epoch 1592 | loss: 0.0311565 | val_loss: 0.0311569 | Time: 1861.31 ms [2021-11-02 06:26:51 main:581] : INFO : Epoch 1593 | loss: 0.0311503 | val_loss: 0.0311549 | Time: 1883.26 ms [2021-11-02 06:26:53 main:581] : INFO : Epoch 1594 | loss: 0.03115 | val_loss: 0.0311592 | Time: 1868.43 ms [2021-11-02 06:26:55 main:581] : INFO : Epoch 1595 | loss: 0.0311477 | val_loss: 0.031154 | Time: 1879.61 ms [2021-11-02 06:26:57 main:581] : INFO : Epoch 1596 | loss: 0.0311478 | val_loss: 0.0311543 | Time: 1953.69 ms [2021-11-02 06:26:59 main:581] : INFO : Epoch 1597 | loss: 0.0311544 | val_loss: 0.0311533 | Time: 1930.93 ms [2021-11-02 06:27:01 main:581] : INFO : Epoch 1598 | loss: 0.0311525 | val_loss: 0.0311562 | Time: 1880.32 ms [2021-11-02 06:27:03 main:581] : INFO : Epoch 1599 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 1954.96 ms [2021-11-02 06:27:05 main:581] : INFO : Epoch 1600 | loss: 0.0311546 | val_loss: 0.0311619 | Time: 1910.64 ms [2021-11-02 06:27:07 main:581] : INFO : Epoch 1601 | loss: 0.0311491 | val_loss: 0.0311547 | Time: 1908.22 ms [2021-11-02 06:27:09 main:581] : INFO : Epoch 1602 | loss: 0.031147 | val_loss: 0.0311661 | Time: 1900.07 ms [2021-11-02 06:27:10 main:581] : INFO : Epoch 1603 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 1949.59 ms [2021-11-02 06:27:12 main:581] : INFO : Epoch 1604 | loss: 0.0311514 | val_loss: 0.0311597 | Time: 1946.36 ms [2021-11-02 06:27:14 main:581] : INFO : Epoch 1605 | loss: 0.0311544 | val_loss: 0.031157 | Time: 1939.45 ms [2021-11-02 06:27:16 main:581] : INFO : Epoch 1606 | loss: 0.0311467 | val_loss: 0.03116 | Time: 1939.7 ms [2021-11-02 06:27:18 main:581] : INFO : Epoch 1607 | loss: 0.0311438 | val_loss: 0.0311553 | Time: 1898.81 ms [2021-11-02 06:27:20 main:581] : INFO : Epoch 1608 | loss: 0.0311476 | val_loss: 0.0311555 | Time: 1955.14 ms [2021-11-02 06:27:22 main:581] : INFO : Epoch 1609 | loss: 0.0311471 | val_loss: 0.0311569 | Time: 1954.87 ms [2021-11-02 06:27:24 main:581] : INFO : Epoch 1610 | loss: 0.0311526 | val_loss: 0.031168 | Time: 1951.87 ms [2021-11-02 06:27:26 main:581] : INFO : Epoch 1611 | loss: 0.0311533 | val_loss: 0.0311592 | Time: 1956.22 ms [2021-11-02 06:27:28 main:581] : INFO : Epoch 1612 | loss: 0.0311491 | val_loss: 0.0311593 | Time: 1879.93 ms [2021-11-02 06:27:30 main:581] : INFO : Epoch 1613 | loss: 0.0311505 | val_loss: 0.0311584 | Time: 1939.6 ms [2021-11-02 06:27:32 main:581] : INFO : Epoch 1614 | loss: 0.0311482 | val_loss: 0.0311584 | Time: 1875.57 ms [2021-11-02 06:27:34 main:581] : INFO : Epoch 1615 | loss: 0.0311481 | val_loss: 0.0311562 | Time: 1907.7 ms [2021-11-02 06:27:36 main:581] : INFO : Epoch 1616 | loss: 0.0311459 | val_loss: 0.0311567 | Time: 1907.66 ms [2021-11-02 06:27:37 main:581] : INFO : Epoch 1617 | loss: 0.0311443 | val_loss: 0.0311526 | Time: 1868.84 ms [2021-11-02 06:27:39 main:581] : INFO : Epoch 1618 | loss: 0.0311457 | val_loss: 0.031167 | Time: 1869.02 ms [2021-11-02 06:27:41 main:581] : INFO : Epoch 1619 | loss: 0.0311547 | val_loss: 0.0311568 | Time: 1925.62 ms [2021-11-02 06:27:43 main:581] : INFO : Epoch 1620 | loss: 0.0311517 | val_loss: 0.0311554 | Time: 1951.56 ms [2021-11-02 06:27:45 main:581] : INFO : Epoch 1621 | loss: 0.0311499 | val_loss: 0.031159 | Time: 1950.62 ms [2021-11-02 06:27:47 main:581] : INFO : Epoch 1622 | loss: 0.0311444 | val_loss: 0.0311594 | Time: 1916.07 ms [2021-11-02 06:27:49 main:581] : INFO : Epoch 1623 | loss: 0.0311457 | val_loss: 0.0311548 | Time: 1906.93 ms [2021-11-02 06:27:51 main:581] : INFO : Epoch 1624 | loss: 0.0311514 | val_loss: 0.0311538 | Time: 1923.42 ms [2021-11-02 06:27:53 main:581] : INFO : Epoch 1625 | loss: 0.0311556 | val_loss: 0.0311517 | Time: 1864.06 ms [2021-11-02 06:27:55 main:581] : INFO : Epoch 1626 | loss: 0.0311475 | val_loss: 0.0311688 | Time: 1870.89 ms [2021-11-02 06:27:56 main:581] : INFO : Epoch 1627 | loss: 0.0311439 | val_loss: 0.031153 | Time: 1882.78 ms [2021-11-02 06:27:58 main:581] : INFO : Epoch 1628 | loss: 0.0311428 | val_loss: 0.0311518 | Time: 1866.16 ms [2021-11-02 06:28:00 main:581] : INFO : Epoch 1629 | loss: 0.0311416 | val_loss: 0.0311548 | Time: 1862.12 ms [2021-11-02 06:28:02 main:581] : INFO : Epoch 1630 | loss: 0.0311407 | val_loss: 0.0311557 | Time: 1865.13 ms [2021-11-02 06:28:04 main:581] : INFO : Epoch 1631 | loss: 0.0311435 | val_loss: 0.0311543 | Time: 1882.15 ms [2021-11-02 06:28:06 main:581] : INFO : Epoch 1632 | loss: 0.0311416 | val_loss: 0.0311556 | Time: 1927.78 ms [2021-11-02 06:28:08 main:581] : INFO : Epoch 1633 | loss: 0.0311436 | val_loss: 0.0311629 | Time: 1866 ms [2021-11-02 06:28:10 main:581] : INFO : Epoch 1634 | loss: 0.0311455 | val_loss: 0.0311562 | Time: 1883.15 ms [2021-11-02 06:28:12 main:581] : INFO : Epoch 1635 | loss: 0.0311428 | val_loss: 0.0311599 | Time: 1896.89 ms [2021-11-02 06:28:13 main:581] : INFO : Epoch 1636 | loss: 0.0311428 | val_loss: 0.0311547 | Time: 1981.28 ms [2021-11-02 06:28:15 main:581] : INFO : Epoch 1637 | loss: 0.0311416 | val_loss: 0.0311526 | Time: 1958.62 ms [2021-11-02 06:28:17 main:581] : INFO : Epoch 1638 | loss: 0.0311394 | val_loss: 0.0311529 | Time: 1951.65 ms [2021-11-02 06:28:19 main:581] : INFO : Epoch 1639 | loss: 0.0311494 | val_loss: 0.03117 | Time: 1979.79 ms [2021-11-02 06:28:21 main:581] : INFO : Epoch 1640 | loss: 0.0311491 | val_loss: 0.0311602 | Time: 1942.78 ms [2021-11-02 06:28:23 main:581] : INFO : Epoch 1641 | loss: 0.0311485 | val_loss: 0.0311692 | Time: 1958.71 ms [2021-11-02 06:28:25 main:581] : INFO : Epoch 1642 | loss: 0.031153 | val_loss: 0.0311583 | Time: 1947.15 ms [2021-11-02 06:28:27 main:581] : INFO : Epoch 1643 | loss: 0.031149 | val_loss: 0.03116 | Time: 1952.01 ms [2021-11-02 06:28:29 main:581] : INFO : Epoch 1644 | loss: 0.0311495 | val_loss: 0.0311641 | Time: 1950.36 ms [2021-11-02 06:28:31 main:581] : INFO : Epoch 1645 | loss: 0.031148 | val_loss: 0.0311647 | Time: 1953.84 ms [2021-11-02 06:28:33 main:581] : INFO : Epoch 1646 | loss: 0.0311477 | val_loss: 0.0311561 | Time: 1956.04 ms [2021-11-02 06:28:35 main:581] : INFO : Epoch 1647 | loss: 0.0311454 | val_loss: 0.0311557 | Time: 1956.28 ms [2021-11-02 06:28:37 main:581] : INFO : Epoch 1648 | loss: 0.0311515 | val_loss: 0.0311586 | Time: 1950.56 ms [2021-11-02 06:28:39 main:581] : INFO : Epoch 1649 | loss: 0.0311438 | val_loss: 0.0311539 | Time: 1956.24 ms [2021-11-02 06:28:41 main:581] : INFO : Epoch 1650 | loss: 0.0311452 | val_loss: 0.0311773 | Time: 1888.78 ms [2021-11-02 06:28:43 main:581] : INFO : Epoch 1651 | loss: 0.0311508 | val_loss: 0.0311535 | Time: 1885.32 ms [2021-11-02 06:28:45 main:581] : INFO : Epoch 1652 | loss: 0.0311445 | val_loss: 0.0311573 | Time: 1887.94 ms [2021-11-02 06:28:47 main:581] : INFO : Epoch 1653 | loss: 0.0311422 | val_loss: 0.0311557 | Time: 1940.01 ms [2021-11-02 06:28:48 main:581] : INFO : Epoch 1654 | loss: 0.0311452 | val_loss: 0.0311594 | Time: 1912.9 ms [2021-11-02 06:28:50 main:581] : INFO : Epoch 1655 | loss: 0.0311404 | val_loss: 0.0311586 | Time: 1914.07 ms [2021-11-02 06:28:52 main:581] : INFO : Epoch 1656 | loss: 0.0311398 | val_loss: 0.0311534 | Time: 1913.98 ms [2021-11-02 06:28:54 main:581] : INFO : Epoch 1657 | loss: 0.0311382 | val_loss: 0.0311573 | Time: 1959.88 ms [2021-11-02 06:28:56 main:581] : INFO : Epoch 1658 | loss: 0.0311403 | val_loss: 0.0311586 | Time: 1899.28 ms [2021-11-02 06:28:58 main:581] : INFO : Epoch 1659 | loss: 0.0311422 | val_loss: 0.0311585 | Time: 1957.87 ms [2021-11-02 06:29:00 main:581] : INFO : Epoch 1660 | loss: 0.0311431 | val_loss: 0.0311637 | Time: 1941.76 ms [2021-11-02 06:29:02 main:581] : INFO : Epoch 1661 | loss: 0.0311469 | val_loss: 0.0311652 | Time: 1941.27 ms [2021-11-02 06:29:04 main:581] : INFO : Epoch 1662 | loss: 0.0311465 | val_loss: 0.031168 | Time: 1937.82 ms [2021-11-02 06:29:06 main:581] : INFO : Epoch 1663 | loss: 0.0311478 | val_loss: 0.0311567 | Time: 1876.22 ms [2021-11-02 06:29:08 main:581] : INFO : Epoch 1664 | loss: 0.0311453 | val_loss: 0.0311539 | Time: 1879.56 ms [2021-11-02 06:29:10 main:581] : INFO : Epoch 1665 | loss: 0.0311446 | val_loss: 0.031153 | Time: 1952.33 ms [2021-11-02 06:29:12 main:581] : INFO : Epoch 1666 | loss: 0.0311398 | val_loss: 0.0311529 | Time: 1949.37 ms [2021-11-02 06:29:13 main:581] : INFO : Epoch 1667 | loss: 0.0311401 | val_loss: 0.0311627 | Time: 1952.82 ms [2021-11-02 06:29:15 main:581] : INFO : Epoch 1668 | loss: 0.0311381 | val_loss: 0.0311559 | Time: 1955.51 ms [2021-11-02 06:29:17 main:581] : INFO : Epoch 1669 | loss: 0.0311381 | val_loss: 0.0311567 | Time: 1957.77 ms [2021-11-02 06:29:19 main:581] : INFO : Epoch 1670 | loss: 0.0311381 | val_loss: 0.0311638 | Time: 1901.35 ms [2021-11-02 06:29:21 main:581] : INFO : Epoch 1671 | loss: 0.0311412 | val_loss: 0.0311694 | Time: 1870.53 ms [2021-11-02 06:29:23 main:581] : INFO : Epoch 1672 | loss: 0.0311497 | val_loss: 0.0311793 | Time: 1951.46 ms [2021-11-02 06:29:25 main:581] : INFO : Epoch 1673 | loss: 0.0311471 | val_loss: 0.0311573 | Time: 1897.66 ms [2021-11-02 06:29:27 main:581] : INFO : Epoch 1674 | loss: 0.0311388 | val_loss: 0.0311554 | Time: 1867.75 ms [2021-11-02 06:29:29 main:581] : INFO : Epoch 1675 | loss: 0.0311474 | val_loss: 0.0311566 | Time: 1876.84 ms [2021-11-02 06:29:31 main:581] : INFO : Epoch 1676 | loss: 0.0311376 | val_loss: 0.0311579 | Time: 1869.05 ms [2021-11-02 06:29:33 main:581] : INFO : Epoch 1677 | loss: 0.031145 | val_loss: 0.0311549 | Time: 1871.89 ms [2021-11-02 06:29:34 main:581] : INFO : Epoch 1678 | loss: 0.0311397 | val_loss: 0.0311539 | Time: 1902.15 ms [2021-11-02 06:29:36 main:581] : INFO : Epoch 1679 | loss: 0.031149 | val_loss: 0.0311619 | Time: 1939.44 ms [2021-11-02 06:29:38 main:581] : INFO : Epoch 1680 | loss: 0.0311425 | val_loss: 0.0311514 | Time: 1870.26 ms [2021-11-02 06:29:40 main:581] : INFO : Epoch 1681 | loss: 0.0311446 | val_loss: 0.0311648 | Time: 1865.72 ms [2021-11-02 06:29:42 main:581] : INFO : Epoch 1682 | loss: 0.0311378 | val_loss: 0.0311523 | Time: 1935.16 ms [2021-11-02 06:29:44 main:581] : INFO : Epoch 1683 | loss: 0.0311382 | val_loss: 0.031155 | Time: 1955.71 ms [2021-11-02 06:29:46 main:581] : INFO : Epoch 1684 | loss: 0.0311412 | val_loss: 0.0311585 | Time: 1950.85 ms [2021-11-02 06:29:48 main:581] : INFO : Epoch 1685 | loss: 0.0311416 | val_loss: 0.031156 | Time: 1953.55 ms [2021-11-02 06:29:50 main:581] : INFO : Epoch 1686 | loss: 0.031138 | val_loss: 0.0311565 | Time: 1935.13 ms [2021-11-02 06:29:52 main:581] : INFO : Epoch 1687 | loss: 0.0311448 | val_loss: 0.0311692 | Time: 1887.37 ms [2021-11-02 06:29:54 main:581] : INFO : Epoch 1688 | loss: 0.0311579 | val_loss: 0.0311529 | Time: 1885.96 ms [2021-11-02 06:29:56 main:581] : INFO : Epoch 1689 | loss: 0.0311389 | val_loss: 0.0311587 | Time: 1938.97 ms [2021-11-02 06:29:58 main:581] : INFO : Epoch 1690 | loss: 0.0311415 | val_loss: 0.0311625 | Time: 1963.16 ms [2021-11-02 06:29:59 main:581] : INFO : Epoch 1691 | loss: 0.0311424 | val_loss: 0.0311611 | Time: 1956.87 ms [2021-11-02 06:30:01 main:581] : INFO : Epoch 1692 | loss: 0.0311369 | val_loss: 0.0311535 | Time: 1873.08 ms [2021-11-02 06:30:03 main:581] : INFO : Epoch 1693 | loss: 0.0311382 | val_loss: 0.0311561 | Time: 1865.21 ms [2021-11-02 06:30:05 main:581] : INFO : Epoch 1694 | loss: 0.0311439 | val_loss: 0.0311572 | Time: 1937.85 ms [2021-11-02 06:30:07 main:581] : INFO : Epoch 1695 | loss: 0.031143 | val_loss: 0.0311576 | Time: 1971.68 ms [2021-11-02 06:30:09 main:581] : INFO : Epoch 1696 | loss: 0.0311353 | val_loss: 0.0311609 | Time: 1942.18 ms [2021-11-02 06:30:11 main:581] : INFO : Epoch 1697 | loss: 0.0311444 | val_loss: 0.031153 | Time: 1952.71 ms [2021-11-02 06:30:13 main:581] : INFO : Epoch 1698 | loss: 0.031136 | val_loss: 0.0311543 | Time: 1965.54 ms [2021-11-02 06:30:15 main:581] : INFO : Epoch 1699 | loss: 0.0311352 | val_loss: 0.0311593 | Time: 1888.31 ms [2021-11-02 06:30:17 main:581] : INFO : Epoch 1700 | loss: 0.0311363 | val_loss: 0.0311576 | Time: 1928.98 ms [2021-11-02 06:30:19 main:581] : INFO : Epoch 1701 | loss: 0.0311339 | val_loss: 0.0311668 | Time: 1982.82 ms [2021-11-02 06:30:21 main:581] : INFO : Epoch 1702 | loss: 0.0311438 | val_loss: 0.0311871 | Time: 1910.92 ms [2021-11-02 06:30:23 main:581] : INFO : Epoch 1703 | loss: 0.0311457 | val_loss: 0.0311512 | Time: 1919.17 ms [2021-11-02 06:30:25 main:581] : INFO : Epoch 1704 | loss: 0.031137 | val_loss: 0.0311573 | Time: 1978.96 ms [2021-11-02 06:30:27 main:581] : INFO : Epoch 1705 | loss: 0.0311459 | val_loss: 0.0311629 | Time: 1955.09 ms [2021-11-02 06:30:28 main:581] : INFO : Epoch 1706 | loss: 0.0311381 | val_loss: 0.0311652 | Time: 1877.84 ms [2021-11-02 06:30:30 main:581] : INFO : Epoch 1707 | loss: 0.0311458 | val_loss: 0.031158 | Time: 1899.41 ms [2021-11-02 06:30:32 main:581] : INFO : Epoch 1708 | loss: 0.0311454 | val_loss: 0.031156 | Time: 1947.71 ms [2021-11-02 06:30:34 main:581] : INFO : Epoch 1709 | loss: 0.0311397 | val_loss: 0.0311539 | Time: 1865.71 ms [2021-11-02 06:30:36 main:581] : INFO : Epoch 1710 | loss: 0.0311408 | val_loss: 0.0311606 | Time: 1861.58 ms [2021-11-02 06:30:38 main:581] : INFO : Epoch 1711 | loss: 0.0311442 | val_loss: 0.0311521 | Time: 1867.35 ms [2021-11-02 06:30:40 main:581] : INFO : Epoch 1712 | loss: 0.0311395 | val_loss: 0.0311525 | Time: 1869.46 ms [2021-11-02 06:30:42 main:581] : INFO : Epoch 1713 | loss: 0.0311372 | val_loss: 0.0311563 | Time: 1869.08 ms [2021-11-02 06:30:43 main:581] : INFO : Epoch 1714 | loss: 0.0311388 | val_loss: 0.0311535 | Time: 1880.04 ms [2021-11-02 06:30:45 main:581] : INFO : Epoch 1715 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 1945.46 ms [2021-11-02 06:30:47 main:581] : INFO : Epoch 1716 | loss: 0.0311434 | val_loss: 0.0311587 | Time: 1939.59 ms [2021-11-02 06:30:49 main:581] : INFO : Epoch 1717 | loss: 0.0311401 | val_loss: 0.0311522 | Time: 1950.68 ms [2021-11-02 06:30:51 main:581] : INFO : Epoch 1718 | loss: 0.0311462 | val_loss: 0.0311754 | Time: 1950.75 ms [2021-11-02 06:30:53 main:581] : INFO : Epoch 1719 | loss: 0.0311502 | val_loss: 0.0311529 | Time: 1941.77 ms [2021-11-02 06:30:55 main:581] : INFO : Epoch 1720 | loss: 0.0311378 | val_loss: 0.0311537 | Time: 1963.74 ms [2021-11-02 06:30:57 main:581] : INFO : Epoch 1721 | loss: 0.0311412 | val_loss: 0.0311717 | Time: 1875.93 ms [2021-11-02 06:30:59 main:581] : INFO : Epoch 1722 | loss: 0.0311452 | val_loss: 0.0311526 | Time: 1903.27 ms [2021-11-02 06:31:01 main:581] : INFO : Epoch 1723 | loss: 0.03114 | val_loss: 0.0311597 | Time: 1866.31 ms [2021-11-02 06:31:03 main:581] : INFO : Epoch 1724 | loss: 0.0311406 | val_loss: 0.0311545 | Time: 1868.96 ms [2021-11-02 06:31:05 main:581] : INFO : Epoch 1725 | loss: 0.0311374 | val_loss: 0.0311643 | Time: 1952.01 ms [2021-11-02 06:31:07 main:581] : INFO : Epoch 1726 | loss: 0.0311438 | val_loss: 0.0311561 | Time: 1975.85 ms [2021-11-02 06:31:09 main:581] : INFO : Epoch 1727 | loss: 0.0311344 | val_loss: 0.0311529 | Time: 1957.85 ms [2021-11-02 06:31:11 main:581] : INFO : Epoch 1728 | loss: 0.0311386 | val_loss: 0.0311549 | Time: 1980.73 ms [2021-11-02 06:31:12 main:581] : INFO : Epoch 1729 | loss: 0.0311373 | val_loss: 0.0311561 | Time: 1952.13 ms [2021-11-02 06:31:14 main:581] : INFO : Epoch 1730 | loss: 0.0311454 | val_loss: 0.0311704 | Time: 1935.94 ms [2021-11-02 06:31:16 main:581] : INFO : Epoch 1731 | loss: 0.0311468 | val_loss: 0.0311572 | Time: 1965.8 ms [2021-11-02 06:31:18 main:581] : INFO : Epoch 1732 | loss: 0.0311422 | val_loss: 0.0311575 | Time: 1953.41 ms [2021-11-02 06:31:20 main:581] : INFO : Epoch 1733 | loss: 0.0311428 | val_loss: 0.0311541 | Time: 1962.4 ms [2021-11-02 06:31:22 main:581] : INFO : Epoch 1734 | loss: 0.0311461 | val_loss: 0.031155 | Time: 1915.98 ms [2021-11-02 06:31:24 main:581] : INFO : Epoch 1735 | loss: 0.0311395 | val_loss: 0.0311552 | Time: 1876.89 ms [2021-11-02 06:31:26 main:581] : INFO : Epoch 1736 | loss: 0.0311407 | val_loss: 0.0311571 | Time: 1891.53 ms [2021-11-02 06:31:28 main:581] : INFO : Epoch 1737 | loss: 0.0311375 | val_loss: 0.0311511 | Time: 1930.11 ms [2021-11-02 06:31:30 main:581] : INFO : Epoch 1738 | loss: 0.0311358 | val_loss: 0.0311592 | Time: 1925.05 ms [2021-11-02 06:31:32 main:581] : INFO : Epoch 1739 | loss: 0.0311352 | val_loss: 0.0311594 | Time: 1910.56 ms [2021-11-02 06:31:34 main:581] : INFO : Epoch 1740 | loss: 0.0311341 | val_loss: 0.0311531 | Time: 1893.28 ms [2021-11-02 06:31:36 main:581] : INFO : Epoch 1741 | loss: 0.0311435 | val_loss: 0.0311551 | Time: 1953.15 ms [2021-11-02 06:31:38 main:581] : INFO : Epoch 1742 | loss: 0.0311459 | val_loss: 0.0311548 | Time: 1957.48 ms [2021-11-02 06:31:40 main:581] : INFO : Epoch 1743 | loss: 0.031151 | val_loss: 0.0311551 | Time: 1956.43 ms [2021-11-02 06:31:41 main:581] : INFO : Epoch 1744 | loss: 0.0311481 | val_loss: 0.0311544 | Time: 1957.74 ms [2021-11-02 06:31:43 main:581] : INFO : Epoch 1745 | loss: 0.0311422 | val_loss: 0.0311545 | Time: 1954.11 ms [2021-11-02 06:31:45 main:581] : INFO : Epoch 1746 | loss: 0.0311402 | val_loss: 0.0311597 | Time: 1955.1 ms [2021-11-02 06:31:47 main:581] : INFO : Epoch 1747 | loss: 0.031142 | val_loss: 0.0311571 | Time: 1945.33 ms [2021-11-02 06:31:49 main:581] : INFO : Epoch 1748 | loss: 0.031143 | val_loss: 0.0311542 | Time: 1954.09 ms [2021-11-02 06:31:51 main:581] : INFO : Epoch 1749 | loss: 0.0311415 | val_loss: 0.0311599 | Time: 1953.61 ms [2021-11-02 06:31:53 main:581] : INFO : Epoch 1750 | loss: 0.0311453 | val_loss: 0.0311588 | Time: 1984.33 ms [2021-11-02 06:31:55 main:581] : INFO : Epoch 1751 | loss: 0.0311429 | val_loss: 0.0311543 | Time: 1937.54 ms [2021-11-02 06:31:57 main:581] : INFO : Epoch 1752 | loss: 0.03114 | val_loss: 0.0311688 | Time: 1943.92 ms [2021-11-02 06:31:59 main:581] : INFO : Epoch 1753 | loss: 0.0311428 | val_loss: 0.0311577 | Time: 1887.86 ms [2021-11-02 06:32:01 main:581] : INFO : Epoch 1754 | loss: 0.0311423 | val_loss: 0.0311607 | Time: 1909.63 ms [2021-11-02 06:32:03 main:581] : INFO : Epoch 1755 | loss: 0.0311466 | val_loss: 0.0311521 | Time: 1867.68 ms [2021-11-02 06:32:05 main:581] : INFO : Epoch 1756 | loss: 0.0311355 | val_loss: 0.0311542 | Time: 1865.68 ms [2021-11-02 06:32:07 main:581] : INFO : Epoch 1757 | loss: 0.0311369 | val_loss: 0.031167 | Time: 1907.18 ms [2021-11-02 06:32:09 main:581] : INFO : Epoch 1758 | loss: 0.0311414 | val_loss: 0.0311518 | Time: 1946.59 ms [2021-11-02 06:32:10 main:581] : INFO : Epoch 1759 | loss: 0.0311408 | val_loss: 0.0311616 | Time: 1945.97 ms [2021-11-02 06:32:12 main:581] : INFO : Epoch 1760 | loss: 0.0311457 | val_loss: 0.0311524 | Time: 1957.09 ms [2021-11-02 06:32:14 main:581] : INFO : Epoch 1761 | loss: 0.0311425 | val_loss: 0.0311594 | Time: 1951.59 ms [2021-11-02 06:32:16 main:581] : INFO : Epoch 1762 | loss: 0.0311426 | val_loss: 0.0311658 | Time: 1952.73 ms [2021-11-02 06:32:18 main:581] : INFO : Epoch 1763 | loss: 0.0311421 | val_loss: 0.0311622 | Time: 1958.86 ms [2021-11-02 06:32:20 main:581] : INFO : Epoch 1764 | loss: 0.0311377 | val_loss: 0.0311598 | Time: 1958.88 ms [2021-11-02 06:32:22 main:581] : INFO : Epoch 1765 | loss: 0.0311375 | val_loss: 0.0311674 | Time: 1947.29 ms [2021-11-02 06:32:24 main:581] : INFO : Epoch 1766 | loss: 0.0311389 | val_loss: 0.0311602 | Time: 1959.79 ms [2021-11-02 06:32:26 main:581] : INFO : Epoch 1767 | loss: 0.0311487 | val_loss: 0.0311643 | Time: 1922.98 ms [2021-11-02 06:32:28 main:581] : INFO : Epoch 1768 | loss: 0.0311407 | val_loss: 0.0311542 | Time: 1867.91 ms [2021-11-02 06:32:30 main:581] : INFO : Epoch 1769 | loss: 0.0311366 | val_loss: 0.0311523 | Time: 1866.48 ms [2021-11-02 06:32:32 main:581] : INFO : Epoch 1770 | loss: 0.0311389 | val_loss: 0.0311596 | Time: 1878.38 ms [2021-11-02 06:32:34 main:581] : INFO : Epoch 1771 | loss: 0.0311404 | val_loss: 0.0311566 | Time: 1954.16 ms [2021-11-02 06:32:36 main:581] : INFO : Epoch 1772 | loss: 0.0311419 | val_loss: 0.0311555 | Time: 1943.67 ms [2021-11-02 06:32:38 main:581] : INFO : Epoch 1773 | loss: 0.0311433 | val_loss: 0.031164 | Time: 1946.56 ms [2021-11-02 06:32:39 main:581] : INFO : Epoch 1774 | loss: 0.031142 | val_loss: 0.031155 | Time: 1942.74 ms [2021-11-02 06:32:41 main:581] : INFO : Epoch 1775 | loss: 0.0311429 | val_loss: 0.0311735 | Time: 1945.45 ms [2021-11-02 06:32:43 main:581] : INFO : Epoch 1776 | loss: 0.0311447 | val_loss: 0.0311593 | Time: 1943.33 ms [2021-11-02 06:32:45 main:581] : INFO : Epoch 1777 | loss: 0.0311441 | val_loss: 0.031167 | Time: 1945.46 ms [2021-11-02 06:32:47 main:581] : INFO : Epoch 1778 | loss: 0.0311443 | val_loss: 0.0311617 | Time: 1948.19 ms [2021-11-02 06:32:49 main:581] : INFO : Epoch 1779 | loss: 0.0311441 | val_loss: 0.0311704 | Time: 1952.03 ms [2021-11-02 06:32:51 main:581] : INFO : Epoch 1780 | loss: 0.0311495 | val_loss: 0.0311597 | Time: 1943.41 ms [2021-11-02 06:32:53 main:581] : INFO : Epoch 1781 | loss: 0.0311407 | val_loss: 0.0311654 | Time: 1963.88 ms [2021-11-02 06:32:55 main:581] : INFO : Epoch 1782 | loss: 0.0311432 | val_loss: 0.0311585 | Time: 1938.73 ms [2021-11-02 06:32:57 main:581] : INFO : Epoch 1783 | loss: 0.0311387 | val_loss: 0.031159 | Time: 1874.97 ms [2021-11-02 06:32:59 main:581] : INFO : Epoch 1784 | loss: 0.0311378 | val_loss: 0.0311596 | Time: 1924.46 ms [2021-11-02 06:33:01 main:581] : INFO : Epoch 1785 | loss: 0.031139 | val_loss: 0.0311652 | Time: 1929.18 ms [2021-11-02 06:33:03 main:581] : INFO : Epoch 1786 | loss: 0.0311473 | val_loss: 0.0311773 | Time: 1860.57 ms [2021-11-02 06:33:05 main:581] : INFO : Epoch 1787 | loss: 0.0311496 | val_loss: 0.0311741 | Time: 1866.6 ms [2021-11-02 06:33:06 main:581] : INFO : Epoch 1788 | loss: 0.0311454 | val_loss: 0.0311697 | Time: 1867.75 ms [2021-11-02 06:33:08 main:581] : INFO : Epoch 1789 | loss: 0.0311416 | val_loss: 0.0311671 | Time: 1879.68 ms [2021-11-02 06:33:10 main:581] : INFO : Epoch 1790 | loss: 0.0311479 | val_loss: 0.0311585 | Time: 1901.38 ms [2021-11-02 06:33:12 main:581] : INFO : Epoch 1791 | loss: 0.0311397 | val_loss: 0.0311581 | Time: 1875.23 ms [2021-11-02 06:33:14 main:581] : INFO : Epoch 1792 | loss: 0.0311386 | val_loss: 0.0311622 | Time: 1901.75 ms [2021-11-02 06:33:16 main:581] : INFO : Epoch 1793 | loss: 0.0311396 | val_loss: 0.031165 | Time: 1948.67 ms [2021-11-02 06:33:18 main:581] : INFO : Epoch 1794 | loss: 0.0311407 | val_loss: 0.0311625 | Time: 1957.18 ms [2021-11-02 06:33:20 main:581] : INFO : Epoch 1795 | loss: 0.0311418 | val_loss: 0.0311602 | Time: 1910.91 ms [2021-11-02 06:33:22 main:581] : INFO : Epoch 1796 | loss: 0.0311409 | val_loss: 0.0311629 | Time: 1879.31 ms [2021-11-02 06:33:24 main:581] : INFO : Epoch 1797 | loss: 0.0311414 | val_loss: 0.0311555 | Time: 1954.81 ms [2021-11-02 06:33:25 main:581] : INFO : Epoch 1798 | loss: 0.0311404 | val_loss: 0.031158 | Time: 1873.68 ms [2021-11-02 06:33:27 main:581] : INFO : Epoch 1799 | loss: 0.0311489 | val_loss: 0.0311675 | Time: 1869.91 ms [2021-11-02 06:33:29 main:581] : INFO : Epoch 1800 | loss: 0.0311428 | val_loss: 0.0311583 | Time: 1871.76 ms [2021-11-02 06:33:31 main:581] : INFO : Epoch 1801 | loss: 0.0311456 | val_loss: 0.0311637 | Time: 1867.35 ms [2021-11-02 06:33:33 main:581] : INFO : Epoch 1802 | loss: 0.0311414 | val_loss: 0.0311622 | Time: 1862.17 ms [2021-11-02 06:33:35 main:581] : INFO : Epoch 1803 | loss: 0.0311382 | val_loss: 0.0311603 | Time: 1864.78 ms [2021-11-02 06:33:37 main:581] : INFO : Epoch 1804 | loss: 0.0311408 | val_loss: 0.0311568 | Time: 1870.65 ms [2021-11-02 06:33:39 main:581] : INFO : Epoch 1805 | loss: 0.0311415 | val_loss: 0.0311573 | Time: 1897.8 ms [2021-11-02 06:33:41 main:581] : INFO : Epoch 1806 | loss: 0.0311494 | val_loss: 0.0311631 | Time: 1978.91 ms [2021-11-02 06:33:42 main:581] : INFO : Epoch 1807 | loss: 0.0311477 | val_loss: 0.0311654 | Time: 1924.07 ms [2021-11-02 06:33:44 main:581] : INFO : Epoch 1808 | loss: 0.0311475 | val_loss: 0.0311656 | Time: 1888.62 ms [2021-11-02 06:33:46 main:581] : INFO : Epoch 1809 | loss: 0.0311485 | val_loss: 0.0311612 | Time: 1888.98 ms [2021-11-02 06:33:48 main:581] : INFO : Epoch 1810 | loss: 0.0311429 | val_loss: 0.0311629 | Time: 1914.46 ms [2021-11-02 06:33:50 main:581] : INFO : Epoch 1811 | loss: 0.031141 | val_loss: 0.0311584 | Time: 1937.64 ms [2021-11-02 06:33:52 main:581] : INFO : Epoch 1812 | loss: 0.0311391 | val_loss: 0.0311552 | Time: 1890.17 ms [2021-11-02 06:33:54 main:581] : INFO : Epoch 1813 | loss: 0.0311377 | val_loss: 0.0311566 | Time: 1943.1 ms [2021-11-02 06:33:56 main:581] : INFO : Epoch 1814 | loss: 0.0311391 | val_loss: 0.0311605 | Time: 1882.96 ms [2021-11-02 06:33:58 main:581] : INFO : Epoch 1815 | loss: 0.031145 | val_loss: 0.0311619 | Time: 1940.37 ms [2021-11-02 06:34:00 main:581] : INFO : Epoch 1816 | loss: 0.031142 | val_loss: 0.0311577 | Time: 1963.09 ms [2021-11-02 06:34:02 main:581] : INFO : Epoch 1817 | loss: 0.0311432 | val_loss: 0.0311676 | Time: 1916.73 ms [2021-11-02 06:34:03 main:581] : INFO : Epoch 1818 | loss: 0.0311436 | val_loss: 0.0311582 | Time: 1866.95 ms [2021-11-02 06:34:05 main:581] : INFO : Epoch 1819 | loss: 0.0311407 | val_loss: 0.0311594 | Time: 1888.24 ms [2021-11-02 06:34:07 main:581] : INFO : Epoch 1820 | loss: 0.0311385 | val_loss: 0.0311606 | Time: 1887.93 ms [2021-11-02 06:34:09 main:581] : INFO : Epoch 1821 | loss: 0.0311388 | val_loss: 0.0311561 | Time: 1887.8 ms [2021-11-02 06:34:11 main:581] : INFO : Epoch 1822 | loss: 0.0311404 | val_loss: 0.0311587 | Time: 1886.89 ms [2021-11-02 06:34:13 main:581] : INFO : Epoch 1823 | loss: 0.0311387 | val_loss: 0.0311644 | Time: 1889.37 ms [2021-11-02 06:34:15 main:581] : INFO : Epoch 1824 | loss: 0.0311444 | val_loss: 0.0311594 | Time: 1886.29 ms [2021-11-02 06:34:17 main:581] : INFO : Epoch 1825 | loss: 0.0311416 | val_loss: 0.0311603 | Time: 1868.75 ms [2021-11-02 06:34:19 main:581] : INFO : Epoch 1826 | loss: 0.0311384 | val_loss: 0.0311635 | Time: 1893.38 ms [2021-11-02 06:34:20 main:581] : INFO : Epoch 1827 | loss: 0.0311408 | val_loss: 0.0311633 | Time: 1892.02 ms [2021-11-02 06:34:22 main:581] : INFO : Epoch 1828 | loss: 0.0311431 | val_loss: 0.0311595 | Time: 1893.12 ms [2021-11-02 06:34:24 main:581] : INFO : Epoch 1829 | loss: 0.0311393 | val_loss: 0.0311561 | Time: 1935.86 ms [2021-11-02 06:34:26 main:581] : INFO : Epoch 1830 | loss: 0.0311401 | val_loss: 0.0311563 | Time: 1952.23 ms [2021-11-02 06:34:28 main:581] : INFO : Epoch 1831 | loss: 0.0311433 | val_loss: 0.0311554 | Time: 1955.54 ms [2021-11-02 06:34:30 main:581] : INFO : Epoch 1832 | loss: 0.0311448 | val_loss: 0.0311597 | Time: 1950.5 ms [2021-11-02 06:34:32 main:581] : INFO : Epoch 1833 | loss: 0.0311435 | val_loss: 0.0311556 | Time: 1955.94 ms [2021-11-02 06:34:34 main:581] : INFO : Epoch 1834 | loss: 0.0311456 | val_loss: 0.0311555 | Time: 1979.4 ms [2021-11-02 06:34:36 main:581] : INFO : Epoch 1835 | loss: 0.0311457 | val_loss: 0.0311596 | Time: 1955.38 ms [2021-11-02 06:34:38 main:581] : INFO : Epoch 1836 | loss: 0.0311459 | val_loss: 0.0311565 | Time: 1951.31 ms [2021-11-02 06:34:40 main:581] : INFO : Epoch 1837 | loss: 0.0311506 | val_loss: 0.0311639 | Time: 1953.21 ms [2021-11-02 06:34:42 main:581] : INFO : Epoch 1838 | loss: 0.0311481 | val_loss: 0.0311565 | Time: 1952.82 ms [2021-11-02 06:34:44 main:581] : INFO : Epoch 1839 | loss: 0.0311455 | val_loss: 0.0311565 | Time: 1951.37 ms [2021-11-02 06:34:46 main:581] : INFO : Epoch 1840 | loss: 0.0311391 | val_loss: 0.0311534 | Time: 1950.54 ms [2021-11-02 06:34:48 main:581] : INFO : Epoch 1841 | loss: 0.031136 | val_loss: 0.0311556 | Time: 1972.43 ms [2021-11-02 06:34:50 main:581] : INFO : Epoch 1842 | loss: 0.0311371 | val_loss: 0.031155 | Time: 1962 ms [2021-11-02 06:34:52 main:581] : INFO : Epoch 1843 | loss: 0.0311429 | val_loss: 0.0311615 | Time: 1958.76 ms [2021-11-02 06:34:54 main:581] : INFO : Epoch 1844 | loss: 0.0311398 | val_loss: 0.0311582 | Time: 1950.16 ms [2021-11-02 06:34:56 main:581] : INFO : Epoch 1845 | loss: 0.0311439 | val_loss: 0.0311568 | Time: 1943.47 ms [2021-11-02 06:34:58 main:581] : INFO : Epoch 1846 | loss: 0.0311407 | val_loss: 0.0311583 | Time: 1913.86 ms [2021-11-02 06:34:59 main:581] : INFO : Epoch 1847 | loss: 0.0311428 | val_loss: 0.0311536 | Time: 1908.91 ms [2021-11-02 06:35:01 main:581] : INFO : Epoch 1848 | loss: 0.0311419 | val_loss: 0.0311696 | Time: 1955.52 ms [2021-11-02 06:35:03 main:581] : INFO : Epoch 1849 | loss: 0.0311417 | val_loss: 0.0311515 | Time: 1954.49 ms [2021-11-02 06:35:05 main:581] : INFO : Epoch 1850 | loss: 0.0311392 | val_loss: 0.0311559 | Time: 1938.36 ms [2021-11-02 06:35:07 main:581] : INFO : Epoch 1851 | loss: 0.0311378 | val_loss: 0.0311516 | Time: 1927.81 ms [2021-11-02 06:35:09 main:581] : INFO : Epoch 1852 | loss: 0.0311408 | val_loss: 0.0311572 | Time: 1948.35 ms [2021-11-02 06:35:11 main:581] : INFO : Epoch 1853 | loss: 0.031137 | val_loss: 0.0311515 | Time: 1930.8 ms [2021-11-02 06:35:13 main:581] : INFO : Epoch 1854 | loss: 0.0311374 | val_loss: 0.0311542 | Time: 1941.59 ms [2021-11-02 06:35:15 main:581] : INFO : Epoch 1855 | loss: 0.0311388 | val_loss: 0.0311587 | Time: 1930.22 ms [2021-11-02 06:35:17 main:581] : INFO : Epoch 1856 | loss: 0.0311388 | val_loss: 0.0311524 | Time: 1936.88 ms [2021-11-02 06:35:19 main:581] : INFO : Epoch 1857 | loss: 0.0311393 | val_loss: 0.0311517 | Time: 1922.3 ms [2021-11-02 06:35:21 main:581] : INFO : Epoch 1858 | loss: 0.0311397 | val_loss: 0.031159 | Time: 1947.82 ms [2021-11-02 06:35:23 main:581] : INFO : Epoch 1859 | loss: 0.0311489 | val_loss: 0.0311643 | Time: 1939.82 ms [2021-11-02 06:35:25 main:581] : INFO : Epoch 1860 | loss: 0.0311457 | val_loss: 0.0311703 | Time: 1931.49 ms [2021-11-02 06:35:27 main:581] : INFO : Epoch 1861 | loss: 0.0311486 | val_loss: 0.0311569 | Time: 1891.63 ms [2021-11-02 06:35:28 main:581] : INFO : Epoch 1862 | loss: 0.031143 | val_loss: 0.0311541 | Time: 1955.23 ms [2021-11-02 06:35:30 main:581] : INFO : Epoch 1863 | loss: 0.0311462 | val_loss: 0.0311603 | Time: 1939.98 ms [2021-11-02 06:35:32 main:581] : INFO : Epoch 1864 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 1940.9 ms [2021-11-02 06:35:34 main:581] : INFO : Epoch 1865 | loss: 0.0311445 | val_loss: 0.0311515 | Time: 1950.25 ms [2021-11-02 06:35:36 main:581] : INFO : Epoch 1866 | loss: 0.0311419 | val_loss: 0.0311644 | Time: 1957.91 ms [2021-11-02 06:35:38 main:581] : INFO : Epoch 1867 | loss: 0.0311479 | val_loss: 0.0311538 | Time: 1959.58 ms [2021-11-02 06:35:40 main:581] : INFO : Epoch 1868 | loss: 0.031146 | val_loss: 0.0311514 | Time: 1954.62 ms [2021-11-02 06:35:42 main:581] : INFO : Epoch 1869 | loss: 0.0311438 | val_loss: 0.0311518 | Time: 1954.38 ms [2021-11-02 06:35:44 main:581] : INFO : Epoch 1870 | loss: 0.0311425 | val_loss: 0.0311519 | Time: 1957.58 ms [2021-11-02 06:35:46 main:581] : INFO : Epoch 1871 | loss: 0.0311518 | val_loss: 0.0311572 | Time: 1930.77 ms [2021-11-02 06:35:48 main:581] : INFO : Epoch 1872 | loss: 0.0311475 | val_loss: 0.0311534 | Time: 1929.94 ms [2021-11-02 06:35:50 main:581] : INFO : Epoch 1873 | loss: 0.0311415 | val_loss: 0.0311538 | Time: 1945.33 ms [2021-11-02 06:35:52 main:581] : INFO : Epoch 1874 | loss: 0.0311446 | val_loss: 0.0311512 | Time: 1947.01 ms [2021-11-02 06:35:54 main:581] : INFO : Epoch 1875 | loss: 0.0311408 | val_loss: 0.0311528 | Time: 1950.78 ms [2021-11-02 06:35:56 main:581] : INFO : Epoch 1876 | loss: 0.0311421 | val_loss: 0.0311524 | Time: 1957.09 ms [2021-11-02 06:35:58 main:581] : INFO : Epoch 1877 | loss: 0.0311436 | val_loss: 0.0311589 | Time: 1952.24 ms [2021-11-02 06:36:00 main:581] : INFO : Epoch 1878 | loss: 0.0311469 | val_loss: 0.0311543 | Time: 1953.99 ms [2021-11-02 06:36:02 main:581] : INFO : Epoch 1879 | loss: 0.0311391 | val_loss: 0.0311505 | Time: 1913.14 ms [2021-11-02 06:36:04 main:581] : INFO : Epoch 1880 | loss: 0.0311379 | val_loss: 0.0311647 | Time: 1947.62 ms [2021-11-02 06:36:05 main:581] : INFO : Epoch 1881 | loss: 0.0311383 | val_loss: 0.0311514 | Time: 1939.82 ms [2021-11-02 06:36:07 main:581] : INFO : Epoch 1882 | loss: 0.0311372 | val_loss: 0.0311545 | Time: 1937.36 ms [2021-11-02 06:36:09 main:581] : INFO : Epoch 1883 | loss: 0.0311383 | val_loss: 0.031153 | Time: 1949.6 ms [2021-11-02 06:36:11 main:581] : INFO : Epoch 1884 | loss: 0.0311385 | val_loss: 0.0311538 | Time: 1931.02 ms [2021-11-02 06:36:13 main:581] : INFO : Epoch 1885 | loss: 0.0311415 | val_loss: 0.0311622 | Time: 1943.51 ms [2021-11-02 06:36:15 main:581] : INFO : Epoch 1886 | loss: 0.0311446 | val_loss: 0.0311615 | Time: 1955.65 ms [2021-11-02 06:36:17 main:581] : INFO : Epoch 1887 | loss: 0.0311374 | val_loss: 0.0311541 | Time: 1947.5 ms [2021-11-02 06:36:19 main:581] : INFO : Epoch 1888 | loss: 0.0311371 | val_loss: 0.0311535 | Time: 1928 ms [2021-11-02 06:36:21 main:581] : INFO : Epoch 1889 | loss: 0.0311392 | val_loss: 0.0311575 | Time: 1936.77 ms [2021-11-02 06:36:23 main:581] : INFO : Epoch 1890 | loss: 0.0311382 | val_loss: 0.0311535 | Time: 1932.73 ms [2021-11-02 06:36:25 main:581] : INFO : Epoch 1891 | loss: 0.0311396 | val_loss: 0.0311637 | Time: 1940.43 ms [2021-11-02 06:36:27 main:581] : INFO : Epoch 1892 | loss: 0.0311436 | val_loss: 0.0311563 | Time: 1897.43 ms [2021-11-02 06:36:29 main:581] : INFO : Epoch 1893 | loss: 0.0311415 | val_loss: 0.0311518 | Time: 1953.45 ms [2021-11-02 06:36:31 main:581] : INFO : Epoch 1894 | loss: 0.0311392 | val_loss: 0.0311529 | Time: 1964.17 ms [2021-11-02 06:36:33 main:581] : INFO : Epoch 1895 | loss: 0.0311405 | val_loss: 0.0311516 | Time: 1906.78 ms [2021-11-02 06:36:34 main:581] : INFO : Epoch 1896 | loss: 0.031143 | val_loss: 0.0311596 | Time: 1862.01 ms [2021-11-02 06:36:36 main:581] : INFO : Epoch 1897 | loss: 0.0311401 | val_loss: 0.0311528 | Time: 1863.88 ms [2021-11-02 06:36:38 main:581] : INFO : Epoch 1898 | loss: 0.0311403 | val_loss: 0.0311538 | Time: 1864.51 ms [2021-11-02 06:36:40 main:581] : INFO : Epoch 1899 | loss: 0.03114 | val_loss: 0.0311602 | Time: 1861.13 ms [2021-11-02 06:36:42 main:581] : INFO : Epoch 1900 | loss: 0.0311411 | val_loss: 0.0311572 | Time: 1858.32 ms [2021-11-02 06:36:44 main:581] : INFO : Epoch 1901 | loss: 0.0311403 | val_loss: 0.0311575 | Time: 1864.89 ms [2021-11-02 06:36:46 main:581] : INFO : Epoch 1902 | loss: 0.0311407 | val_loss: 0.031154 | Time: 1887.64 ms [2021-11-02 06:36:48 main:581] : INFO : Epoch 1903 | loss: 0.0311409 | val_loss: 0.0311517 | Time: 1950.7 ms [2021-11-02 06:36:50 main:581] : INFO : Epoch 1904 | loss: 0.0311402 | val_loss: 0.0311526 | Time: 1948.77 ms [2021-11-02 06:36:52 main:581] : INFO : Epoch 1905 | loss: 0.0311412 | val_loss: 0.0311506 | Time: 1953.75 ms [2021-11-02 06:36:53 main:581] : INFO : Epoch 1906 | loss: 0.0311395 | val_loss: 0.0311571 | Time: 1980.96 ms [2021-11-02 06:36:55 main:581] : INFO : Epoch 1907 | loss: 0.0311476 | val_loss: 0.0311511 | Time: 1945.72 ms [2021-11-02 06:36:57 main:581] : INFO : Epoch 1908 | loss: 0.031142 | val_loss: 0.0311561 | Time: 1947.69 ms [2021-11-02 06:36:59 main:581] : INFO : Epoch 1909 | loss: 0.0311438 | val_loss: 0.0311494 | Time: 1889.72 ms [2021-11-02 06:37:01 main:581] : INFO : Epoch 1910 | loss: 0.0311393 | val_loss: 0.0311634 | Time: 1897.76 ms [2021-11-02 06:37:03 main:581] : INFO : Epoch 1911 | loss: 0.0311462 | val_loss: 0.0311552 | Time: 1860.66 ms [2021-11-02 06:37:05 main:581] : INFO : Epoch 1912 | loss: 0.0311465 | val_loss: 0.0311545 | Time: 1862.96 ms [2021-11-02 06:37:07 main:581] : INFO : Epoch 1913 | loss: 0.0311438 | val_loss: 0.0311543 | Time: 1860.14 ms [2021-11-02 06:37:09 main:581] : INFO : Epoch 1914 | loss: 0.0311513 | val_loss: 0.0311552 | Time: 1868.98 ms [2021-11-02 06:37:10 main:581] : INFO : Epoch 1915 | loss: 0.0311485 | val_loss: 0.0311548 | Time: 1866.43 ms [2021-11-02 06:37:12 main:581] : INFO : Epoch 1916 | loss: 0.0311492 | val_loss: 0.0311636 | Time: 1880.44 ms [2021-11-02 06:37:14 main:581] : INFO : Epoch 1917 | loss: 0.0311803 | val_loss: 0.0313837 | Time: 1938.32 ms [2021-11-02 06:37:16 main:581] : INFO : Epoch 1918 | loss: 0.0756619 | val_loss: 0.0602934 | Time: 1942.75 ms [2021-11-02 06:37:18 main:581] : INFO : Epoch 1919 | loss: 0.0375183 | val_loss: 0.0322383 | Time: 1955.04 ms [2021-11-02 06:37:20 main:581] : INFO : Epoch 1920 | loss: 0.0320163 | val_loss: 0.0314051 | Time: 1972.37 ms [2021-11-02 06:37:22 main:581] : INFO : Epoch 1921 | loss: 0.031366 | val_loss: 0.0312974 | Time: 1942.26 ms [2021-11-02 06:37:24 main:581] : INFO : Epoch 1922 | loss: 0.0312532 | val_loss: 0.0312315 | Time: 1960.85 ms [2021-11-02 06:37:26 main:581] : INFO : Epoch 1923 | loss: 0.0312313 | val_loss: 0.0312236 | Time: 1962.15 ms [2021-11-02 06:37:28 main:581] : INFO : Epoch 1924 | loss: 0.0312219 | val_loss: 0.0312167 | Time: 1959.72 ms [2021-11-02 06:37:30 main:581] : INFO : Epoch 1925 | loss: 0.031216 | val_loss: 0.0312122 | Time: 1954.55 ms [2021-11-02 06:37:32 main:581] : INFO : Epoch 1926 | loss: 0.031212 | val_loss: 0.0312077 | Time: 1951.69 ms [2021-11-02 06:37:34 main:581] : INFO : Epoch 1927 | loss: 0.0312081 | val_loss: 0.0312038 | Time: 1879.68 ms [2021-11-02 06:37:36 main:581] : INFO : Epoch 1928 | loss: 0.0312036 | val_loss: 0.0311995 | Time: 1856.54 ms [2021-11-02 06:37:38 main:581] : INFO : Epoch 1929 | loss: 0.031199 | val_loss: 0.0311956 | Time: 1875.69 ms [2021-11-02 06:37:39 main:581] : INFO : Epoch 1930 | loss: 0.0311924 | val_loss: 0.0311888 | Time: 1881.63 ms [2021-11-02 06:37:41 main:581] : INFO : Epoch 1931 | loss: 0.031186 | val_loss: 0.0311841 | Time: 1937.83 ms [2021-11-02 06:37:43 main:581] : INFO : Epoch 1932 | loss: 0.0311821 | val_loss: 0.0311796 | Time: 1955 ms [2021-11-02 06:37:45 main:581] : INFO : Epoch 1933 | loss: 0.031178 | val_loss: 0.0311773 | Time: 1951.88 ms [2021-11-02 06:37:47 main:581] : INFO : Epoch 1934 | loss: 0.0311748 | val_loss: 0.0311749 | Time: 1897.64 ms [2021-11-02 06:37:49 main:581] : INFO : Epoch 1935 | loss: 0.0311729 | val_loss: 0.0311727 | Time: 1859.84 ms [2021-11-02 06:37:51 main:581] : INFO : Epoch 1936 | loss: 0.0311713 | val_loss: 0.0311711 | Time: 1962.15 ms [2021-11-02 06:37:53 main:581] : INFO : Epoch 1937 | loss: 0.0311691 | val_loss: 0.0311687 | Time: 1938.81 ms [2021-11-02 06:37:55 main:581] : INFO : Epoch 1938 | loss: 0.0311679 | val_loss: 0.0311679 | Time: 1958.58 ms [2021-11-02 06:37:57 main:581] : INFO : Epoch 1939 | loss: 0.0311662 | val_loss: 0.0311672 | Time: 1954.63 ms [2021-11-02 06:37:59 main:581] : INFO : Epoch 1940 | loss: 0.0311655 | val_loss: 0.031167 | Time: 1941.66 ms [2021-11-02 06:38:01 main:581] : INFO : Epoch 1941 | loss: 0.0311662 | val_loss: 0.0311661 | Time: 1860.02 ms [2021-11-02 06:38:03 main:581] : INFO : Epoch 1942 | loss: 0.031164 | val_loss: 0.0311674 | Time: 1861.46 ms [2021-11-02 06:38:04 main:581] : INFO : Epoch 1943 | loss: 0.0311638 | val_loss: 0.0311643 | Time: 1923.34 ms [2021-11-02 06:38:06 main:581] : INFO : Epoch 1944 | loss: 0.0311621 | val_loss: 0.0311641 | Time: 1884.02 ms [2021-11-02 06:38:08 main:581] : INFO : Epoch 1945 | loss: 0.0311609 | val_loss: 0.0311637 | Time: 1935.92 ms [2021-11-02 06:38:10 main:581] : INFO : Epoch 1946 | loss: 0.0311606 | val_loss: 0.0311626 | Time: 1919.53 ms [2021-11-02 06:38:12 main:581] : INFO : Epoch 1947 | loss: 0.0311604 | val_loss: 0.0311651 | Time: 1869.3 ms [2021-11-02 06:38:14 main:581] : INFO : Epoch 1948 | loss: 0.0311598 | val_loss: 0.0311639 | Time: 1954.65 ms [2021-11-02 06:38:16 main:581] : INFO : Epoch 1949 | loss: 0.0311597 | val_loss: 0.0311636 | Time: 1951.22 ms [2021-11-02 06:38:18 main:581] : INFO : Epoch 1950 | loss: 0.0311589 | val_loss: 0.0311617 | Time: 1941.93 ms [2021-11-02 06:38:20 main:581] : INFO : Epoch 1951 | loss: 0.0311584 | val_loss: 0.0311625 | Time: 1919.9 ms [2021-11-02 06:38:22 main:581] : INFO : Epoch 1952 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 1871.37 ms [2021-11-02 06:38:24 main:581] : INFO : Epoch 1953 | loss: 0.0311579 | val_loss: 0.0311635 | Time: 1865.86 ms [2021-11-02 06:38:25 main:581] : INFO : Epoch 1954 | loss: 0.0311573 | val_loss: 0.0311625 | Time: 1864.95 ms [2021-11-02 06:38:27 main:581] : INFO : Epoch 1955 | loss: 0.031157 | val_loss: 0.0311626 | Time: 1863.38 ms [2021-11-02 06:38:29 main:581] : INFO : Epoch 1956 | loss: 0.0311564 | val_loss: 0.0311627 | Time: 1861.54 ms [2021-11-02 06:38:31 main:581] : INFO : Epoch 1957 | loss: 0.0311556 | val_loss: 0.0311627 | Time: 1870.86 ms [2021-11-02 06:38:33 main:581] : INFO : Epoch 1958 | loss: 0.0311558 | val_loss: 0.0311622 | Time: 1871.92 ms [2021-11-02 06:38:35 main:581] : INFO : Epoch 1959 | loss: 0.0311553 | val_loss: 0.0311615 | Time: 1872.59 ms [2021-11-02 06:38:37 main:581] : INFO : Epoch 1960 | loss: 0.0311547 | val_loss: 0.0311616 | Time: 1866.07 ms [2021-11-02 06:38:38 main:581] : INFO : Epoch 1961 | loss: 0.0311546 | val_loss: 0.0311601 | Time: 1865.86 ms [2021-11-02 06:38:40 main:581] : INFO : Epoch 1962 | loss: 0.0311537 | val_loss: 0.0311599 | Time: 1871.18 ms [2021-11-02 06:38:42 main:581] : INFO : Epoch 1963 | loss: 0.0311531 | val_loss: 0.0311601 | Time: 1905.39 ms [2021-11-02 06:38:44 main:581] : INFO : Epoch 1964 | loss: 0.0311534 | val_loss: 0.0311608 | Time: 1950.13 ms [2021-11-02 06:38:46 main:581] : INFO : Epoch 1965 | loss: 0.0311531 | val_loss: 0.0311594 | Time: 1941.84 ms [2021-11-02 06:38:48 main:581] : INFO : Epoch 1966 | loss: 0.0311532 | val_loss: 0.0311601 | Time: 1949.6 ms [2021-11-02 06:38:50 main:581] : INFO : Epoch 1967 | loss: 0.031153 | val_loss: 0.0311615 | Time: 1945.55 ms [2021-11-02 06:38:52 main:581] : INFO : Epoch 1968 | loss: 0.0311534 | val_loss: 0.0311597 | Time: 1976.06 ms [2021-11-02 06:38:54 main:581] : INFO : Epoch 1969 | loss: 0.0311527 | val_loss: 0.0311596 | Time: 1951.7 ms [2021-11-02 06:38:56 main:581] : INFO : Epoch 1970 | loss: 0.0311524 | val_loss: 0.0311604 | Time: 1952.49 ms [2021-11-02 06:38:58 main:581] : INFO : Epoch 1971 | loss: 0.0311526 | val_loss: 0.0311614 | Time: 1950.81 ms [2021-11-02 06:39:00 main:581] : INFO : Epoch 1972 | loss: 0.0311523 | val_loss: 0.0311594 | Time: 1949.36 ms [2021-11-02 06:39:02 main:581] : INFO : Epoch 1973 | loss: 0.0311522 | val_loss: 0.03116 | Time: 1947.05 ms [2021-11-02 06:39:04 main:581] : INFO : Epoch 1974 | loss: 0.0311519 | val_loss: 0.0311606 | Time: 1958.75 ms [2021-11-02 06:39:06 main:581] : INFO : Epoch 1975 | loss: 0.0311518 | val_loss: 0.0311602 | Time: 1956.17 ms [2021-11-02 06:39:08 main:581] : INFO : Epoch 1976 | loss: 0.0311523 | val_loss: 0.031161 | Time: 1950.72 ms [2021-11-02 06:39:10 main:581] : INFO : Epoch 1977 | loss: 0.0311523 | val_loss: 0.0311626 | Time: 1951.7 ms [2021-11-02 06:39:12 main:581] : INFO : Epoch 1978 | loss: 0.0311519 | val_loss: 0.0311615 | Time: 1961.89 ms [2021-11-02 06:39:14 main:581] : INFO : Epoch 1979 | loss: 0.0311513 | val_loss: 0.0311613 | Time: 1955.21 ms [2021-11-02 06:39:15 main:581] : INFO : Epoch 1980 | loss: 0.0311512 | val_loss: 0.0311602 | Time: 1959.96 ms [2021-11-02 06:39:17 main:581] : INFO : Epoch 1981 | loss: 0.0311518 | val_loss: 0.0311624 | Time: 1965.72 ms [2021-11-02 06:39:19 main:581] : INFO : Epoch 1982 | loss: 0.0311519 | val_loss: 0.0311606 | Time: 1951.3 ms [2021-11-02 06:39:21 main:581] : INFO : Epoch 1983 | loss: 0.031151 | val_loss: 0.03116 | Time: 1950.9 ms [2021-11-02 06:39:23 main:581] : INFO : Epoch 1984 | loss: 0.0311524 | val_loss: 0.0311604 | Time: 1946.61 ms [2021-11-02 06:39:25 main:581] : INFO : Epoch 1985 | loss: 0.0311523 | val_loss: 0.0311601 | Time: 1952.81 ms [2021-11-02 06:39:27 main:581] : INFO : Epoch 1986 | loss: 0.0311509 | val_loss: 0.0311593 | Time: 1951.03 ms [2021-11-02 06:39:29 main:581] : INFO : Epoch 1987 | loss: 0.031151 | val_loss: 0.0311603 | Time: 1951.67 ms [2021-11-02 06:39:31 main:581] : INFO : Epoch 1988 | loss: 0.0311516 | val_loss: 0.0311623 | Time: 1950.01 ms [2021-11-02 06:39:33 main:581] : INFO : Epoch 1989 | loss: 0.0311539 | val_loss: 0.0311655 | Time: 1951.39 ms [2021-11-02 06:39:35 main:581] : INFO : Epoch 1990 | loss: 0.0311538 | val_loss: 0.0311602 | Time: 1954.14 ms [2021-11-02 06:39:37 main:581] : INFO : Epoch 1991 | loss: 0.0311516 | val_loss: 0.0311601 | Time: 1945.04 ms [2021-11-02 06:39:39 main:581] : INFO : Epoch 1992 | loss: 0.031152 | val_loss: 0.0311591 | Time: 1949.4 ms [2021-11-02 06:39:41 main:581] : INFO : Epoch 1993 | loss: 0.0311519 | val_loss: 0.0311602 | Time: 1972.36 ms [2021-11-02 06:39:43 main:581] : INFO : Epoch 1994 | loss: 0.0311507 | val_loss: 0.0311611 | Time: 1951.52 ms [2021-11-02 06:39:45 main:581] : INFO : Epoch 1995 | loss: 0.0311514 | val_loss: 0.0311624 | Time: 1952.13 ms [2021-11-02 06:39:47 main:581] : INFO : Epoch 1996 | loss: 0.0311538 | val_loss: 0.0311635 | Time: 1953.01 ms [2021-11-02 06:39:49 main:581] : INFO : Epoch 1997 | loss: 0.0311563 | val_loss: 0.031163 | Time: 1950.74 ms [2021-11-02 06:39:51 main:581] : INFO : Epoch 1998 | loss: 0.0311539 | val_loss: 0.0311586 | Time: 1944.52 ms [2021-11-02 06:39:53 main:581] : INFO : Epoch 1999 | loss: 0.0311521 | val_loss: 0.0311595 | Time: 1949.82 ms [2021-11-02 06:39:55 main:581] : INFO : Epoch 2000 | loss: 0.0311513 | val_loss: 0.0311609 | Time: 1952.91 ms [2021-11-02 06:39:56 main:581] : INFO : Epoch 2001 | loss: 0.0311497 | val_loss: 0.0311604 | Time: 1946.31 ms [2021-11-02 06:39:58 main:581] : INFO : Epoch 2002 | loss: 0.0311494 | val_loss: 0.0311571 | Time: 1942.16 ms [2021-11-02 06:40:00 main:581] : INFO : Epoch 2003 | loss: 0.0311483 | val_loss: 0.0311576 | Time: 1946.44 ms [2021-11-02 06:40:02 main:581] : INFO : Epoch 2004 | loss: 0.0311481 | val_loss: 0.0311605 | Time: 1930.21 ms [2021-11-02 06:40:04 main:581] : INFO : Epoch 2005 | loss: 0.0311472 | val_loss: 0.0311596 | Time: 1949.34 ms [2021-11-02 06:40:06 main:581] : INFO : Epoch 2006 | loss: 0.0311476 | val_loss: 0.0311608 | Time: 1948.79 ms [2021-11-02 06:40:08 main:581] : INFO : Epoch 2007 | loss: 0.0311464 | val_loss: 0.0311585 | Time: 1949.14 ms [2021-11-02 06:40:10 main:581] : INFO : Epoch 2008 | loss: 0.0311457 | val_loss: 0.0311581 | Time: 1956.46 ms [2021-11-02 06:40:12 main:581] : INFO : Epoch 2009 | loss: 0.0311467 | val_loss: 0.0311599 | Time: 1954.25 ms [2021-11-02 06:40:14 main:581] : INFO : Epoch 2010 | loss: 0.0311472 | val_loss: 0.0311593 | Time: 1945.93 ms [2021-11-02 06:40:16 main:581] : INFO : Epoch 2011 | loss: 0.0311459 | val_loss: 0.0311692 | Time: 1947.96 ms [2021-11-02 06:40:18 main:581] : INFO : Epoch 2012 | loss: 0.031149 | val_loss: 0.03116 | Time: 1947.93 ms [2021-11-02 06:40:20 main:581] : INFO : Epoch 2013 | loss: 0.0311464 | val_loss: 0.0311587 | Time: 1872.96 ms [2021-11-02 06:40:22 main:581] : INFO : Epoch 2014 | loss: 0.0311454 | val_loss: 0.0311595 | Time: 1864.9 ms [2021-11-02 06:40:23 main:581] : INFO : Epoch 2015 | loss: 0.031146 | val_loss: 0.0311608 | Time: 1864.19 ms [2021-11-02 06:40:25 main:581] : INFO : Epoch 2016 | loss: 0.0311465 | val_loss: 0.0311592 | Time: 1860 ms [2021-11-02 06:40:27 main:581] : INFO : Epoch 2017 | loss: 0.0311454 | val_loss: 0.0311612 | Time: 1860.47 ms [2021-11-02 06:40:29 main:581] : INFO : Epoch 2018 | loss: 0.0311446 | val_loss: 0.0311613 | Time: 1863.89 ms [2021-11-02 06:40:31 main:581] : INFO : Epoch 2019 | loss: 0.0311452 | val_loss: 0.0311605 | Time: 1866.02 ms [2021-11-02 06:40:33 main:581] : INFO : Epoch 2020 | loss: 0.0311469 | val_loss: 0.0311615 | Time: 1863.79 ms [2021-11-02 06:40:35 main:581] : INFO : Epoch 2021 | loss: 0.0311461 | val_loss: 0.0311608 | Time: 1863.57 ms [2021-11-02 06:40:37 main:581] : INFO : Epoch 2022 | loss: 0.0311445 | val_loss: 0.031164 | Time: 1952.86 ms [2021-11-02 06:40:39 main:581] : INFO : Epoch 2023 | loss: 0.0311449 | val_loss: 0.0311621 | Time: 1941.38 ms [2021-11-02 06:40:40 main:581] : INFO : Epoch 2024 | loss: 0.0311448 | val_loss: 0.0311633 | Time: 1866.14 ms [2021-11-02 06:40:42 main:581] : INFO : Epoch 2025 | loss: 0.0311469 | val_loss: 0.0311629 | Time: 1912.02 ms [2021-11-02 06:40:44 main:581] : INFO : Epoch 2026 | loss: 0.031147 | val_loss: 0.0311637 | Time: 1966.04 ms [2021-11-02 06:40:46 main:581] : INFO : Epoch 2027 | loss: 0.0311494 | val_loss: 0.0311624 | Time: 1938.46 ms [2021-11-02 06:40:48 main:581] : INFO : Epoch 2028 | loss: 0.0311464 | val_loss: 0.0311614 | Time: 1957.51 ms [2021-11-02 06:40:50 main:581] : INFO : Epoch 2029 | loss: 0.0311462 | val_loss: 0.0311622 | Time: 1950 ms [2021-11-02 06:40:52 main:581] : INFO : Epoch 2030 | loss: 0.0311486 | val_loss: 0.0311608 | Time: 1944.44 ms [2021-11-02 06:40:54 main:581] : INFO : Epoch 2031 | loss: 0.0311473 | val_loss: 0.0311596 | Time: 1864.37 ms [2021-11-02 06:40:56 main:581] : INFO : Epoch 2032 | loss: 0.031147 | val_loss: 0.0311606 | Time: 1863.66 ms [2021-11-02 06:40:58 main:581] : INFO : Epoch 2033 | loss: 0.0311475 | val_loss: 0.0311614 | Time: 1867.41 ms [2021-11-02 06:41:00 main:581] : INFO : Epoch 2034 | loss: 0.0311467 | val_loss: 0.0311634 | Time: 1868.56 ms [2021-11-02 06:41:01 main:581] : INFO : Epoch 2035 | loss: 0.0311465 | val_loss: 0.0311614 | Time: 1867.3 ms [2021-11-02 06:41:03 main:581] : INFO : Epoch 2036 | loss: 0.0311468 | val_loss: 0.0311653 | Time: 1936.19 ms [2021-11-02 06:41:05 main:581] : INFO : Epoch 2037 | loss: 0.0311479 | val_loss: 0.0311657 | Time: 1966.88 ms [2021-11-02 06:41:07 main:581] : INFO : Epoch 2038 | loss: 0.0311469 | val_loss: 0.0311629 | Time: 1945.28 ms [2021-11-02 06:41:09 main:581] : INFO : Epoch 2039 | loss: 0.0311465 | val_loss: 0.0311651 | Time: 1935.06 ms [2021-11-02 06:41:11 main:581] : INFO : Epoch 2040 | loss: 0.0311468 | val_loss: 0.0311683 | Time: 1979.93 ms [2021-11-02 06:41:13 main:581] : INFO : Epoch 2041 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 1933.59 ms [2021-11-02 06:41:15 main:581] : INFO : Epoch 2042 | loss: 0.0311452 | val_loss: 0.0311612 | Time: 1948.59 ms [2021-11-02 06:41:17 main:581] : INFO : Epoch 2043 | loss: 0.0311475 | val_loss: 0.0311646 | Time: 1951.53 ms [2021-11-02 06:41:19 main:581] : INFO : Epoch 2044 | loss: 0.0311518 | val_loss: 0.0311713 | Time: 1951.93 ms [2021-11-02 06:41:21 main:581] : INFO : Epoch 2045 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 1912.77 ms [2021-11-02 06:41:23 main:581] : INFO : Epoch 2046 | loss: 0.0311525 | val_loss: 0.031172 | Time: 1921.52 ms [2021-11-02 06:41:25 main:581] : INFO : Epoch 2047 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 1940.86 ms [2021-11-02 06:41:27 main:581] : INFO : Epoch 2048 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 1910.6 ms [2021-11-02 06:41:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311664 [2021-11-02 06:41:27 main:610] : INFO : Saving end state to config to file [2021-11-02 06:41:27 main:615] : INFO : Success, exiting.. 06:41:27 (2465436): 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)