Task 8515096
| Name | ParityModified-1634615535-12804-3_0 |
| Workunit | 6013666 |
| Created | 30 Oct 2021, 11:53:53 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 1 Nov 2021, 17:10:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 6 min 15 sec |
| CPU time | 1 hours 6 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1-01 11:53:22 main:581] : INFO : Epoch 1538 | loss: 0.031116 | val_loss: 0.0311557 | Time: 1872.67 ms [2021-11-01 11:53:24 main:581] : INFO : Epoch 1539 | loss: 0.0311189 | val_loss: 0.0311613 | Time: 1942.93 ms [2021-11-01 11:53:26 main:581] : INFO : Epoch 1540 | loss: 0.0311207 | val_loss: 0.0311598 | Time: 1870.45 ms [2021-11-01 11:53:28 main:581] : INFO : Epoch 1541 | loss: 0.0311192 | val_loss: 0.0311563 | Time: 1869.23 ms [2021-11-01 11:53:29 main:581] : INFO : Epoch 1542 | loss: 0.0311201 | val_loss: 0.0311566 | Time: 1872.23 ms [2021-11-01 11:53:31 main:581] : INFO : Epoch 1543 | loss: 0.0311213 | val_loss: 0.0311547 | Time: 1901.5 ms [2021-11-01 11:53:33 main:581] : INFO : Epoch 1544 | loss: 0.031122 | val_loss: 0.0311523 | Time: 1886.65 ms [2021-11-01 11:53:35 main:581] : INFO : Epoch 1545 | loss: 0.0311218 | val_loss: 0.0311506 | Time: 1878.49 ms [2021-11-01 11:53:37 main:581] : INFO : Epoch 1546 | loss: 0.031117 | val_loss: 0.0311483 | Time: 1893.07 ms [2021-11-01 11:53:39 main:581] : INFO : Epoch 1547 | loss: 0.0311154 | val_loss: 0.0311562 | Time: 1965.63 ms [2021-11-01 11:53:41 main:581] : INFO : Epoch 1548 | loss: 0.0311147 | val_loss: 0.03115 | Time: 1970.43 ms [2021-11-01 11:53:43 main:581] : INFO : Epoch 1549 | loss: 0.0311138 | val_loss: 0.0311557 | Time: 1973.45 ms [2021-11-01 11:53:45 main:581] : INFO : Epoch 1550 | loss: 0.0311146 | val_loss: 0.0311466 | Time: 1946.06 ms [2021-11-01 11:53:47 main:581] : INFO : Epoch 1551 | loss: 0.0311133 | val_loss: 0.0311501 | Time: 1947.91 ms [2021-11-01 11:53:49 main:581] : INFO : Epoch 1552 | loss: 0.0311129 | val_loss: 0.0311527 | Time: 1947.47 ms [2021-11-01 11:53:51 main:581] : INFO : Epoch 1553 | loss: 0.0311118 | val_loss: 0.0311561 | Time: 1943.86 ms [2021-11-01 11:53:53 main:581] : INFO : Epoch 1554 | loss: 0.0311142 | val_loss: 0.0311562 | Time: 1963.28 ms [2021-11-01 11:53:55 main:581] : INFO : Epoch 1555 | loss: 0.0311101 | val_loss: 0.0311523 | Time: 1958.84 ms [2021-11-01 11:53:57 main:581] : INFO : Epoch 1556 | loss: 0.0311081 | val_loss: 0.0311528 | Time: 1958.9 ms [2021-11-01 11:53:59 main:581] : INFO : Epoch 1557 | loss: 0.0311077 | val_loss: 0.0311573 | Time: 1950.35 ms [2021-11-01 11:54:01 main:581] : INFO : Epoch 1558 | loss: 0.0311066 | val_loss: 0.031149 | Time: 1958.9 ms [2021-11-01 11:54:02 main:581] : INFO : Epoch 1559 | loss: 0.0311084 | val_loss: 0.0311538 | Time: 1965.08 ms [2021-11-01 11:54:04 main:581] : INFO : Epoch 1560 | loss: 0.0311062 | val_loss: 0.0311529 | Time: 1968.94 ms [2021-11-01 11:54:06 main:581] : INFO : Epoch 1561 | loss: 0.0311064 | val_loss: 0.0311488 | Time: 1971.55 ms [2021-11-01 11:54:08 main:581] : INFO : Epoch 1562 | loss: 0.0311048 | val_loss: 0.0311524 | Time: 1985.01 ms [2021-11-01 11:54:10 main:581] : INFO : Epoch 1563 | loss: 0.0311072 | val_loss: 0.0311539 | Time: 1952.56 ms [2021-11-01 11:54:12 main:581] : INFO : Epoch 1564 | loss: 0.0311116 | val_loss: 0.0311534 | Time: 1961.65 ms [2021-11-01 11:54:14 main:581] : INFO : Epoch 1565 | loss: 0.0311065 | val_loss: 0.0311576 | Time: 1970.53 ms [2021-11-01 11:54:16 main:581] : INFO : Epoch 1566 | loss: 0.0311077 | val_loss: 0.031155 | Time: 1978.26 ms [2021-11-01 11:54:18 main:581] : INFO : Epoch 1567 | loss: 0.0311083 | val_loss: 0.0311503 | Time: 1970.41 ms [2021-11-01 11:54:20 main:581] : INFO : Epoch 1568 | loss: 0.0311072 | val_loss: 0.0311511 | Time: 1899.46 ms [2021-11-01 11:54:22 main:581] : INFO : Epoch 1569 | loss: 0.0311067 | val_loss: 0.0311511 | Time: 1883.62 ms [2021-11-01 11:54:24 main:581] : INFO : Epoch 1570 | loss: 0.0311035 | val_loss: 0.0311554 | Time: 1938.03 ms [2021-11-01 11:54:26 main:581] : INFO : Epoch 1571 | loss: 0.0311042 | val_loss: 0.0311624 | Time: 1961.78 ms [2021-11-01 11:54:28 main:581] : INFO : Epoch 1572 | loss: 0.0311063 | val_loss: 0.0311551 | Time: 1966.06 ms [2021-11-01 11:54:30 main:581] : INFO : Epoch 1573 | loss: 0.0311138 | val_loss: 0.0311488 | Time: 1992.97 ms [2021-11-01 11:54:32 main:581] : INFO : Epoch 1574 | loss: 0.0311173 | val_loss: 0.0311538 | Time: 1950.83 ms [2021-11-01 11:54:34 main:581] : INFO : Epoch 1575 | loss: 0.0311221 | val_loss: 0.0311584 | Time: 1961.49 ms [2021-11-01 11:54:36 main:581] : INFO : Epoch 1576 | loss: 0.0311167 | val_loss: 0.0311554 | Time: 1935.22 ms [2021-11-01 11:54:38 main:581] : INFO : Epoch 1577 | loss: 0.0311123 | val_loss: 0.0311571 | Time: 1885.03 ms [2021-11-01 11:54:40 main:581] : INFO : Epoch 1578 | loss: 0.0311082 | val_loss: 0.0311563 | Time: 1880.63 ms [2021-11-01 11:54:41 main:581] : INFO : Epoch 1579 | loss: 0.0311068 | val_loss: 0.0311527 | Time: 1909.08 ms [2021-11-01 11:54:43 main:581] : INFO : Epoch 1580 | loss: 0.0311052 | val_loss: 0.0311556 | Time: 1965.81 ms [2021-11-01 11:54:45 main:581] : INFO : Epoch 1581 | loss: 0.0311052 | val_loss: 0.0311541 | Time: 1940.12 ms [2021-11-01 11:54:47 main:581] : INFO : Epoch 1582 | loss: 0.0311061 | val_loss: 0.0311533 | Time: 1891.79 ms [2021-11-01 11:54:49 main:581] : INFO : Epoch 1583 | loss: 0.0311048 | val_loss: 0.0311563 | Time: 1875.42 ms [2021-11-01 11:54:51 main:581] : INFO : Epoch 1584 | loss: 0.0311044 | val_loss: 0.0311542 | Time: 1874.73 ms [2021-11-01 11:54:53 main:581] : INFO : Epoch 1585 | loss: 0.0311038 | val_loss: 0.0311522 | Time: 1875.67 ms [2021-11-01 11:54:55 main:581] : INFO : Epoch 1586 | loss: 0.0311035 | val_loss: 0.0311543 | Time: 1876.5 ms [2021-11-01 11:54:57 main:581] : INFO : Epoch 1587 | loss: 0.0311024 | val_loss: 0.0311547 | Time: 1901.04 ms [2021-11-01 11:54:59 main:581] : INFO : Epoch 1588 | loss: 0.0311078 | val_loss: 0.0311517 | Time: 1978.92 ms [2021-11-01 11:55:01 main:581] : INFO : Epoch 1589 | loss: 0.0311052 | val_loss: 0.0311528 | Time: 1974.28 ms [2021-11-01 11:55:03 main:581] : INFO : Epoch 1590 | loss: 0.0311027 | val_loss: 0.031158 | Time: 1957.05 ms [2021-11-01 11:55:04 main:581] : INFO : Epoch 1591 | loss: 0.0311035 | val_loss: 0.0311565 | Time: 1966.21 ms [2021-11-01 11:55:06 main:581] : INFO : Epoch 1592 | loss: 0.0311125 | val_loss: 0.0311602 | Time: 1963.52 ms [2021-11-01 11:55:08 main:581] : INFO : Epoch 1593 | loss: 0.0311153 | val_loss: 0.0311516 | Time: 1955.43 ms [2021-11-01 11:55:10 main:581] : INFO : Epoch 1594 | loss: 0.0311112 | val_loss: 0.0311609 | Time: 1947.41 ms [2021-11-01 11:55:12 main:581] : INFO : Epoch 1595 | loss: 0.0311082 | val_loss: 0.0311529 | Time: 1947.63 ms [2021-11-01 11:55:14 main:581] : INFO : Epoch 1596 | loss: 0.0311103 | val_loss: 0.0311565 | Time: 1946.43 ms [2021-11-01 11:55:16 main:581] : INFO : Epoch 1597 | loss: 0.0311126 | val_loss: 0.0311554 | Time: 1967.43 ms [2021-11-01 11:55:18 main:581] : INFO : Epoch 1598 | loss: 0.0311127 | val_loss: 0.0311558 | Time: 1950.56 ms [2021-11-01 11:55:20 main:581] : INFO : Epoch 1599 | loss: 0.0311113 | val_loss: 0.0311497 | Time: 1948.79 ms [2021-11-01 11:55:22 main:581] : INFO : Epoch 1600 | loss: 0.0311097 | val_loss: 0.0311585 | Time: 1955.97 ms [2021-11-01 11:55:24 main:581] : INFO : Epoch 1601 | loss: 0.0311065 | val_loss: 0.031149 | Time: 1950.19 ms [2021-11-01 11:55:26 main:581] : INFO : Epoch 1602 | loss: 0.0311064 | val_loss: 0.0311535 | Time: 1950.05 ms [2021-11-01 11:55:28 main:581] : INFO : Epoch 1603 | loss: 0.0311053 | val_loss: 0.0311556 | Time: 1914.99 ms [2021-11-01 11:55:30 main:581] : INFO : Epoch 1604 | loss: 0.0311047 | val_loss: 0.031158 | Time: 1915.92 ms [2021-11-01 11:55:32 main:581] : INFO : Epoch 1605 | loss: 0.0311036 | val_loss: 0.0311565 | Time: 1881.07 ms [2021-11-01 11:55:34 main:581] : INFO : Epoch 1606 | loss: 0.0311037 | val_loss: 0.0311593 | Time: 1878.95 ms [2021-11-01 11:55:35 main:581] : INFO : Epoch 1607 | loss: 0.0311079 | val_loss: 0.0311546 | Time: 1875.37 ms [2021-11-01 11:55:37 main:581] : INFO : Epoch 1608 | loss: 0.0311089 | val_loss: 0.0311546 | Time: 1877.5 ms [2021-11-01 11:55:39 main:581] : INFO : Epoch 1609 | loss: 0.0311056 | val_loss: 0.0311516 | Time: 1883.59 ms [2021-11-01 11:55:41 main:581] : INFO : Epoch 1610 | loss: 0.0311067 | val_loss: 0.03116 | Time: 1895.15 ms [2021-11-01 11:55:43 main:581] : INFO : Epoch 1611 | loss: 0.0311048 | val_loss: 0.0311491 | Time: 1980.66 ms [2021-11-01 11:55:45 main:581] : INFO : Epoch 1612 | loss: 0.0311063 | val_loss: 0.0311565 | Time: 1971.82 ms [2021-11-01 11:55:47 main:581] : INFO : Epoch 1613 | loss: 0.0311063 | val_loss: 0.0311567 | Time: 1979.77 ms [2021-11-01 11:55:49 main:581] : INFO : Epoch 1614 | loss: 0.0311066 | val_loss: 0.0311526 | Time: 1909.68 ms [2021-11-01 11:55:51 main:581] : INFO : Epoch 1615 | loss: 0.031103 | val_loss: 0.0311521 | Time: 1875.51 ms [2021-11-01 11:55:53 main:581] : INFO : Epoch 1616 | loss: 0.031103 | val_loss: 0.0311533 | Time: 1895.85 ms [2021-11-01 11:55:55 main:581] : INFO : Epoch 1617 | loss: 0.0311022 | val_loss: 0.0311552 | Time: 1953.84 ms [2021-11-01 11:55:57 main:581] : INFO : Epoch 1618 | loss: 0.0311011 | val_loss: 0.0311524 | Time: 1930.64 ms [2021-11-01 11:55:59 main:581] : INFO : Epoch 1619 | loss: 0.0311021 | val_loss: 0.0311549 | Time: 1897.25 ms [2021-11-01 11:56:00 main:581] : INFO : Epoch 1620 | loss: 0.0311008 | val_loss: 0.0311568 | Time: 1884.82 ms [2021-11-01 11:56:02 main:581] : INFO : Epoch 1621 | loss: 0.0311029 | val_loss: 0.0311565 | Time: 1874.01 ms [2021-11-01 11:56:04 main:581] : INFO : Epoch 1622 | loss: 0.0311009 | val_loss: 0.0311547 | Time: 1879.67 ms [2021-11-01 11:56:06 main:581] : INFO : Epoch 1623 | loss: 0.0311034 | val_loss: 0.0311548 | Time: 1872.76 ms [2021-11-01 11:56:08 main:581] : INFO : Epoch 1624 | loss: 0.0311034 | val_loss: 0.0311524 | Time: 1960.1 ms [2021-11-01 11:56:10 main:581] : INFO : Epoch 1625 | loss: 0.0311037 | val_loss: 0.0311543 | Time: 1961.17 ms [2021-11-01 11:56:12 main:581] : INFO : Epoch 1626 | loss: 0.0311019 | val_loss: 0.0311569 | Time: 1944.06 ms [2021-11-01 11:56:14 main:581] : INFO : Epoch 1627 | loss: 0.0311032 | val_loss: 0.0311521 | Time: 1964.67 ms [2021-11-01 11:56:16 main:581] : INFO : Epoch 1628 | loss: 0.0311021 | val_loss: 0.031153 | Time: 1966.52 ms [2021-11-01 11:56:18 main:581] : INFO : Epoch 1629 | loss: 0.0311007 | val_loss: 0.031156 | Time: 1958.17 ms [2021-11-01 11:56:20 main:581] : INFO : Epoch 1630 | loss: 0.031102 | val_loss: 0.0311538 | Time: 1968.92 ms [2021-11-01 11:56:22 main:581] : INFO : Epoch 1631 | loss: 0.0311034 | val_loss: 0.0311497 | Time: 1955.67 ms [2021-11-01 11:56:24 main:581] : INFO : Epoch 1632 | loss: 0.0311108 | val_loss: 0.0311544 | Time: 1949.33 ms [2021-11-01 11:56:26 main:581] : INFO : Epoch 1633 | loss: 0.0311139 | val_loss: 0.0311547 | Time: 1950.66 ms [2021-11-01 11:56:28 main:581] : INFO : Epoch 1634 | loss: 0.031113 | val_loss: 0.0311474 | Time: 1949.52 ms [2021-11-01 11:56:30 main:581] : INFO : Epoch 1635 | loss: 0.0311063 | val_loss: 0.0311478 | Time: 1957.65 ms [2021-11-01 11:56:31 main:581] : INFO : Epoch 1636 | loss: 0.0311062 | val_loss: 0.031151 | Time: 1958.05 ms [2021-11-01 11:56:33 main:581] : INFO : Epoch 1637 | loss: 0.0311069 | val_loss: 0.0311498 | Time: 1943.59 ms [2021-11-01 11:56:35 main:581] : INFO : Epoch 1638 | loss: 0.0311119 | val_loss: 0.0311483 | Time: 1946.58 ms [2021-11-01 11:56:37 main:581] : INFO : Epoch 1639 | loss: 0.0311108 | val_loss: 0.0311507 | Time: 1972 ms [2021-11-01 11:56:39 main:581] : INFO : Epoch 1640 | loss: 0.0311112 | val_loss: 0.031148 | Time: 1948.6 ms [2021-11-01 11:56:41 main:581] : INFO : Epoch 1641 | loss: 0.0311154 | val_loss: 0.0311486 | Time: 1942.75 ms [2021-11-01 11:56:43 main:581] : INFO : Epoch 1642 | loss: 0.0311136 | val_loss: 0.0311533 | Time: 1883.93 ms [2021-11-01 11:56:45 main:581] : INFO : Epoch 1643 | loss: 0.0311107 | val_loss: 0.0311474 | Time: 1932.4 ms [2021-11-01 11:56:47 main:581] : INFO : Epoch 1644 | loss: 0.0311085 | val_loss: 0.0311489 | Time: 1985.91 ms [2021-11-01 11:56:49 main:581] : INFO : Epoch 1645 | loss: 0.0311102 | val_loss: 0.0311595 | Time: 1889.62 ms [2021-11-01 11:56:51 main:581] : INFO : Epoch 1646 | loss: 0.0311138 | val_loss: 0.0311613 | Time: 1883.05 ms [2021-11-01 11:56:53 main:581] : INFO : Epoch 1647 | loss: 0.0311139 | val_loss: 0.0311478 | Time: 1884.49 ms [2021-11-01 11:56:55 main:581] : INFO : Epoch 1648 | loss: 0.0311109 | val_loss: 0.0311525 | Time: 1881.76 ms [2021-11-01 11:56:56 main:581] : INFO : Epoch 1649 | loss: 0.0311094 | val_loss: 0.031149 | Time: 1927.79 ms [2021-11-01 11:56:58 main:581] : INFO : Epoch 1650 | loss: 0.0311101 | val_loss: 0.0311479 | Time: 1954.35 ms [2021-11-01 11:57:00 main:581] : INFO : Epoch 1651 | loss: 0.0311125 | val_loss: 0.031145 | Time: 1957 ms [2021-11-01 11:57:02 main:581] : INFO : Epoch 1652 | loss: 0.031115 | val_loss: 0.0311541 | Time: 1952.26 ms [2021-11-01 11:57:04 main:581] : INFO : Epoch 1653 | loss: 0.0311176 | val_loss: 0.0311505 | Time: 1959.8 ms [2021-11-01 11:57:06 main:581] : INFO : Epoch 1654 | loss: 0.0311113 | val_loss: 0.0311507 | Time: 1970.49 ms [2021-11-01 11:57:08 main:581] : INFO : Epoch 1655 | loss: 0.0311074 | val_loss: 0.0311539 | Time: 1975.47 ms [2021-11-01 11:57:10 main:581] : INFO : Epoch 1656 | loss: 0.0311052 | val_loss: 0.0311523 | Time: 1955.85 ms [2021-11-01 11:57:12 main:581] : INFO : Epoch 1657 | loss: 0.0311032 | val_loss: 0.0311516 | Time: 1959.23 ms [2021-11-01 11:57:14 main:581] : INFO : Epoch 1658 | loss: 0.0311062 | val_loss: 0.0311477 | Time: 1961.83 ms [2021-11-01 11:57:16 main:581] : INFO : Epoch 1659 | loss: 0.0311101 | val_loss: 0.0311535 | Time: 1964.7 ms [2021-11-01 11:57:18 main:581] : INFO : Epoch 1660 | loss: 0.0311131 | val_loss: 0.0311465 | Time: 1968.33 ms [2021-11-01 11:57:20 main:581] : INFO : Epoch 1661 | loss: 0.0311098 | val_loss: 0.0311476 | Time: 1958.87 ms [2021-11-01 11:57:22 main:581] : INFO : Epoch 1662 | loss: 0.0311119 | val_loss: 0.0311495 | Time: 1954.32 ms [2021-11-01 11:57:24 main:581] : INFO : Epoch 1663 | loss: 0.031109 | val_loss: 0.0311528 | Time: 1943.01 ms [2021-11-01 11:57:26 main:581] : INFO : Epoch 1664 | loss: 0.0311113 | val_loss: 0.0311509 | Time: 1945.54 ms [2021-11-01 11:57:28 main:581] : INFO : Epoch 1665 | loss: 0.0311183 | val_loss: 0.031154 | Time: 1949.63 ms [2021-11-01 11:57:30 main:581] : INFO : Epoch 1666 | loss: 0.0311162 | val_loss: 0.031155 | Time: 1956.78 ms [2021-11-01 11:57:32 main:581] : INFO : Epoch 1667 | loss: 0.031113 | val_loss: 0.0311457 | Time: 1961.08 ms [2021-11-01 11:57:34 main:581] : INFO : Epoch 1668 | loss: 0.0311297 | val_loss: 0.0311548 | Time: 1961.12 ms [2021-11-01 11:57:36 main:581] : INFO : Epoch 1669 | loss: 0.0311218 | val_loss: 0.0311532 | Time: 1961.87 ms [2021-11-01 11:57:38 main:581] : INFO : Epoch 1670 | loss: 0.0311183 | val_loss: 0.0311524 | Time: 1965.64 ms [2021-11-01 11:57:40 main:581] : INFO : Epoch 1671 | loss: 0.0311151 | val_loss: 0.0311558 | Time: 1960.7 ms [2021-11-01 11:57:42 main:581] : INFO : Epoch 1672 | loss: 0.031111 | val_loss: 0.0311491 | Time: 1942.59 ms [2021-11-01 11:57:43 main:581] : INFO : Epoch 1673 | loss: 0.0311086 | val_loss: 0.0311528 | Time: 1943.39 ms [2021-11-01 11:57:45 main:581] : INFO : Epoch 1674 | loss: 0.031106 | val_loss: 0.0311504 | Time: 1948.38 ms [2021-11-01 11:57:47 main:581] : INFO : Epoch 1675 | loss: 0.0311051 | val_loss: 0.0311564 | Time: 1948.63 ms [2021-11-01 11:57:49 main:581] : INFO : Epoch 1676 | loss: 0.031112 | val_loss: 0.0311539 | Time: 1959.86 ms [2021-11-01 11:57:51 main:581] : INFO : Epoch 1677 | loss: 0.0311134 | val_loss: 0.031155 | Time: 1961.79 ms [2021-11-01 11:57:53 main:581] : INFO : Epoch 1678 | loss: 0.0311153 | val_loss: 0.0311613 | Time: 1956.75 ms [2021-11-01 11:57:55 main:581] : INFO : Epoch 1679 | loss: 0.0311142 | val_loss: 0.031154 | Time: 1952.64 ms [2021-11-01 11:57:57 main:581] : INFO : Epoch 1680 | loss: 0.0311138 | val_loss: 0.0311487 | Time: 1965.76 ms [2021-11-01 11:57:59 main:581] : INFO : Epoch 1681 | loss: 0.0311143 | val_loss: 0.0311563 | Time: 1940.54 ms [2021-11-01 11:58:01 main:581] : INFO : Epoch 1682 | loss: 0.0311117 | val_loss: 0.0311564 | Time: 1947.86 ms [2021-11-01 11:58:03 main:581] : INFO : Epoch 1683 | loss: 0.0311112 | val_loss: 0.0311508 | Time: 1981.34 ms [2021-11-01 11:58:05 main:581] : INFO : Epoch 1684 | loss: 0.0311106 | val_loss: 0.0311532 | Time: 1959.62 ms [2021-11-01 11:58:07 main:581] : INFO : Epoch 1685 | loss: 0.0311114 | val_loss: 0.031155 | Time: 1959.78 ms [2021-11-01 11:58:09 main:581] : INFO : Epoch 1686 | loss: 0.0311111 | val_loss: 0.0311544 | Time: 1955.71 ms [2021-11-01 11:58:11 main:581] : INFO : Epoch 1687 | loss: 0.0311092 | val_loss: 0.0311548 | Time: 1960.61 ms [2021-11-01 11:58:13 main:581] : INFO : Epoch 1688 | loss: 0.0311154 | val_loss: 0.0311529 | Time: 1975.29 ms [2021-11-01 11:58:15 main:581] : INFO : Epoch 1689 | loss: 0.0311186 | val_loss: 0.0311471 | Time: 1977.67 ms [2021-11-01 11:58:17 main:581] : INFO : Epoch 1690 | loss: 0.0311207 | val_loss: 0.0311505 | Time: 1979.39 ms [2021-11-01 11:58:19 main:581] : INFO : Epoch 1691 | loss: 0.0311224 | val_loss: 0.0311565 | Time: 1963.6 ms [2021-11-01 11:58:21 main:581] : INFO : Epoch 1692 | loss: 0.0311152 | val_loss: 0.0311539 | Time: 1967.08 ms [2021-11-01 11:58:23 main:581] : INFO : Epoch 1693 | loss: 0.0311146 | val_loss: 0.0311496 | Time: 1970.58 ms [2021-11-01 11:58:25 main:581] : INFO : Epoch 1694 | loss: 0.0311139 | val_loss: 0.0311509 | Time: 1978.97 ms [2021-11-01 11:58:27 main:581] : INFO : Epoch 1695 | loss: 0.0311127 | val_loss: 0.031152 | Time: 1982.82 ms [2021-11-01 11:58:29 main:581] : INFO : Epoch 1696 | loss: 0.0311096 | val_loss: 0.0311486 | Time: 1980.74 ms [2021-11-01 11:58:31 main:581] : INFO : Epoch 1697 | loss: 0.0311104 | val_loss: 0.0311494 | Time: 1958.11 ms [2021-11-01 11:58:33 main:581] : INFO : Epoch 1698 | loss: 0.031107 | val_loss: 0.0311539 | Time: 1947.68 ms [2021-11-01 11:58:35 main:581] : INFO : Epoch 1699 | loss: 0.0311039 | val_loss: 0.0311528 | Time: 1949.39 ms [2021-11-01 11:58:36 main:581] : INFO : Epoch 1700 | loss: 0.0311068 | val_loss: 0.0311576 | Time: 1943.84 ms [2021-11-01 11:58:38 main:581] : INFO : Epoch 1701 | loss: 0.0311044 | val_loss: 0.0311541 | Time: 1954.4 ms [2021-11-01 11:58:40 main:581] : INFO : Epoch 1702 | loss: 0.0311029 | val_loss: 0.031157 | Time: 1921.09 ms [2021-11-01 11:58:42 main:581] : INFO : Epoch 1703 | loss: 0.0311045 | val_loss: 0.0311611 | Time: 1900.55 ms [2021-11-01 11:58:44 main:581] : INFO : Epoch 1704 | loss: 0.031104 | val_loss: 0.0311581 | Time: 1952.55 ms [2021-11-01 11:58:46 main:581] : INFO : Epoch 1705 | loss: 0.0311025 | val_loss: 0.0311618 | Time: 1949.72 ms [2021-11-01 11:58:48 main:581] : INFO : Epoch 1706 | loss: 0.0311062 | val_loss: 0.031155 | Time: 1956.63 ms [2021-11-01 11:58:50 main:581] : INFO : Epoch 1707 | loss: 0.0311037 | val_loss: 0.0311551 | Time: 1950.64 ms [2021-11-01 11:58:52 main:581] : INFO : Epoch 1708 | loss: 0.0311047 | val_loss: 0.031164 | Time: 1951.66 ms [2021-11-01 11:58:54 main:581] : INFO : Epoch 1709 | loss: 0.0311037 | val_loss: 0.0311554 | Time: 1960.46 ms [2021-11-01 11:58:56 main:581] : INFO : Epoch 1710 | loss: 0.031103 | val_loss: 0.0311578 | Time: 1977.55 ms [2021-11-01 11:58:58 main:581] : INFO : Epoch 1711 | loss: 0.0311048 | val_loss: 0.031155 | Time: 1948.85 ms [2021-11-01 11:59:00 main:581] : INFO : Epoch 1712 | loss: 0.0311035 | val_loss: 0.0311536 | Time: 1951.96 ms [2021-11-01 11:59:02 main:581] : INFO : Epoch 1713 | loss: 0.0311069 | val_loss: 0.0311583 | Time: 1957.6 ms [2021-11-01 11:59:04 main:581] : INFO : Epoch 1714 | loss: 0.0311046 | val_loss: 0.0311586 | Time: 1962.4 ms [2021-11-01 11:59:06 main:581] : INFO : Epoch 1715 | loss: 0.0311037 | val_loss: 0.031152 | Time: 1985.15 ms [2021-11-01 11:59:08 main:581] : INFO : Epoch 1716 | loss: 0.0311027 | val_loss: 0.0311535 | Time: 1992.08 ms [2021-11-01 11:59:10 main:581] : INFO : Epoch 1717 | loss: 0.0311022 | val_loss: 0.0311576 | Time: 1966.69 ms [2021-11-01 11:59:12 main:581] : INFO : Epoch 1718 | loss: 0.0311 | val_loss: 0.0311598 | Time: 1959.33 ms [2021-11-01 11:59:14 main:581] : INFO : Epoch 1719 | loss: 0.0311024 | val_loss: 0.0311566 | Time: 1973.71 ms [2021-11-01 11:59:16 main:581] : INFO : Epoch 1720 | loss: 0.0311047 | val_loss: 0.0311759 | Time: 1975.93 ms [2021-11-01 11:59:18 main:581] : INFO : Epoch 1721 | loss: 0.0316968 | val_loss: 0.0331949 | Time: 1980.45 ms [2021-11-01 11:59:20 main:581] : INFO : Epoch 1722 | loss: 0.0349534 | val_loss: 0.0328082 | Time: 1918.11 ms [2021-11-01 11:59:21 main:581] : INFO : Epoch 1723 | loss: 0.0319342 | val_loss: 0.0314081 | Time: 1955.17 ms [2021-11-01 11:59:23 main:581] : INFO : Epoch 1724 | loss: 0.0312874 | val_loss: 0.0312336 | Time: 1952.56 ms [2021-11-01 11:59:25 main:581] : INFO : Epoch 1725 | loss: 0.0312018 | val_loss: 0.0311807 | Time: 1957.25 ms [2021-11-01 11:59:27 main:581] : INFO : Epoch 1726 | loss: 0.0311662 | val_loss: 0.0311644 | Time: 1956.93 ms [2021-11-01 11:59:29 main:581] : INFO : Epoch 1727 | loss: 0.0311561 | val_loss: 0.0311598 | Time: 1951.74 ms [2021-11-01 11:59:31 main:581] : INFO : Epoch 1728 | loss: 0.0311458 | val_loss: 0.0311595 | Time: 1972.33 ms [2021-11-01 11:59:33 main:581] : INFO : Epoch 1729 | loss: 0.0311406 | val_loss: 0.0311573 | Time: 1907.93 ms [2021-11-01 11:59:35 main:581] : INFO : Epoch 1730 | loss: 0.03114 | val_loss: 0.0311546 | Time: 1930.61 ms [2021-11-01 11:59:37 main:581] : INFO : Epoch 1731 | loss: 0.0311406 | val_loss: 0.0311584 | Time: 1950.71 ms [2021-11-01 11:59:39 main:581] : INFO : Epoch 1732 | loss: 0.0311367 | val_loss: 0.0311527 | Time: 1962.51 ms [2021-11-01 11:59:41 main:581] : INFO : Epoch 1733 | loss: 0.0311338 | val_loss: 0.0311509 | Time: 1964.84 ms [2021-11-01 11:59:43 main:581] : INFO : Epoch 1734 | loss: 0.0311306 | val_loss: 0.0311507 | Time: 1958.32 ms [2021-11-01 11:59:45 main:581] : INFO : Epoch 1735 | loss: 0.0311276 | val_loss: 0.0311478 | Time: 1955.09 ms [2021-11-01 11:59:47 main:581] : INFO : Epoch 1736 | loss: 0.0311267 | val_loss: 0.0311476 | Time: 1949.46 ms [2021-11-01 11:59:49 main:581] : INFO : Epoch 1737 | loss: 0.0311253 | val_loss: 0.031149 | Time: 1961.42 ms [2021-11-01 11:59:51 main:581] : INFO : Epoch 1738 | loss: 0.0311246 | val_loss: 0.0311465 | Time: 1966.2 ms [2021-11-01 11:59:53 main:581] : INFO : Epoch 1739 | loss: 0.0311241 | val_loss: 0.0311479 | Time: 1953.21 ms [2021-11-01 11:59:55 main:581] : INFO : Epoch 1740 | loss: 0.0311236 | val_loss: 0.0311456 | Time: 1968.88 ms [2021-11-01 11:59:57 main:581] : INFO : Epoch 1741 | loss: 0.0311236 | val_loss: 0.0311449 | Time: 1949.59 ms [2021-11-01 11:59:59 main:581] : INFO : Epoch 1742 | loss: 0.0311233 | val_loss: 0.0311429 | Time: 1889.46 ms [2021-11-01 12:00:00 main:581] : INFO : Epoch 1743 | loss: 0.0311212 | val_loss: 0.0311451 | Time: 1876.42 ms [2021-11-01 12:00:02 main:581] : INFO : Epoch 1744 | loss: 0.0311221 | val_loss: 0.0311433 | Time: 1907.48 ms [2021-11-01 12:00:04 main:581] : INFO : Epoch 1745 | loss: 0.031121 | val_loss: 0.0311456 | Time: 1954.09 ms [2021-11-01 12:00:06 main:581] : INFO : Epoch 1746 | loss: 0.0311228 | val_loss: 0.0311472 | Time: 1948.67 ms [2021-11-01 12:00:08 main:581] : INFO : Epoch 1747 | loss: 0.0311206 | val_loss: 0.0311471 | Time: 1943.21 ms [2021-11-01 12:00:10 main:581] : INFO : Epoch 1748 | loss: 0.0311204 | val_loss: 0.0311541 | Time: 1949.31 ms [2021-11-01 12:00:12 main:581] : INFO : Epoch 1749 | loss: 0.0311219 | val_loss: 0.0311461 | Time: 1908.52 ms [2021-11-01 12:00:14 main:581] : INFO : Epoch 1750 | loss: 0.0311199 | val_loss: 0.031143 | Time: 1876.84 ms [2021-11-01 12:00:16 main:581] : INFO : Epoch 1751 | loss: 0.0311187 | val_loss: 0.0311505 | Time: 1880.09 ms [2021-11-01 12:00:18 main:581] : INFO : Epoch 1752 | loss: 0.0311186 | val_loss: 0.0311469 | Time: 1966.2 ms [2021-11-01 12:00:20 main:581] : INFO : Epoch 1753 | loss: 0.0311191 | val_loss: 0.0311507 | Time: 1877.62 ms [2021-11-01 12:00:22 main:581] : INFO : Epoch 1754 | loss: 0.0311226 | val_loss: 0.0311452 | Time: 1920.7 ms [2021-11-01 12:00:24 main:581] : INFO : Epoch 1755 | loss: 0.0311234 | val_loss: 0.0311425 | Time: 1969.02 ms [2021-11-01 12:00:25 main:581] : INFO : Epoch 1756 | loss: 0.0311207 | val_loss: 0.0311469 | Time: 1952.4 ms [2021-11-01 12:00:27 main:581] : INFO : Epoch 1757 | loss: 0.0311204 | val_loss: 0.031146 | Time: 1943.08 ms [2021-11-01 12:00:29 main:581] : INFO : Epoch 1758 | loss: 0.0311197 | val_loss: 0.031148 | Time: 1940.78 ms [2021-11-01 12:00:31 main:581] : INFO : Epoch 1759 | loss: 0.0311204 | val_loss: 0.0311533 | Time: 1939.16 ms [2021-11-01 12:00:33 main:581] : INFO : Epoch 1760 | loss: 0.0311199 | val_loss: 0.0311463 | Time: 1901.44 ms [2021-11-01 12:00:35 main:581] : INFO : Epoch 1761 | loss: 0.0311162 | val_loss: 0.0311493 | Time: 1898.58 ms [2021-11-01 12:00:37 main:581] : INFO : Epoch 1762 | loss: 0.0311149 | val_loss: 0.0311527 | Time: 1875.59 ms [2021-11-01 12:00:39 main:581] : INFO : Epoch 1763 | loss: 0.0311157 | val_loss: 0.031146 | Time: 1876.89 ms [2021-11-01 12:00:41 main:581] : INFO : Epoch 1764 | loss: 0.0311147 | val_loss: 0.0311475 | Time: 1874.53 ms [2021-11-01 12:00:43 main:581] : INFO : Epoch 1765 | loss: 0.0311129 | val_loss: 0.0311465 | Time: 1880.04 ms [2021-11-01 12:00:45 main:581] : INFO : Epoch 1766 | loss: 0.0311119 | val_loss: 0.0311485 | Time: 1935.87 ms [2021-11-01 12:00:46 main:581] : INFO : Epoch 1767 | loss: 0.0311118 | val_loss: 0.0311462 | Time: 1929.43 ms [2021-11-01 12:00:48 main:581] : INFO : Epoch 1768 | loss: 0.0311108 | val_loss: 0.0311527 | Time: 1951 ms [2021-11-01 12:00:50 main:581] : INFO : Epoch 1769 | loss: 0.0311113 | val_loss: 0.0311483 | Time: 1960.56 ms [2021-11-01 12:00:52 main:581] : INFO : Epoch 1770 | loss: 0.03111 | val_loss: 0.0311473 | Time: 1961.54 ms [2021-11-01 12:00:54 main:581] : INFO : Epoch 1771 | loss: 0.0311093 | val_loss: 0.0311524 | Time: 1966.45 ms [2021-11-01 12:00:56 main:581] : INFO : Epoch 1772 | loss: 0.0311079 | val_loss: 0.0311508 | Time: 1965.56 ms [2021-11-01 12:00:58 main:581] : INFO : Epoch 1773 | loss: 0.0311078 | val_loss: 0.0311489 | Time: 1969.53 ms [2021-11-01 12:01:00 main:581] : INFO : Epoch 1774 | loss: 0.0311068 | val_loss: 0.0311488 | Time: 1963.65 ms [2021-11-01 12:01:02 main:581] : INFO : Epoch 1775 | loss: 0.0311099 | val_loss: 0.0311631 | Time: 1962.68 ms [2021-11-01 12:01:04 main:581] : INFO : Epoch 1776 | loss: 0.031111 | val_loss: 0.0311574 | Time: 1968.83 ms [2021-11-01 12:01:06 main:581] : INFO : Epoch 1777 | loss: 0.0311105 | val_loss: 0.0311461 | Time: 1968.63 ms [2021-11-01 12:01:08 main:581] : INFO : Epoch 1778 | loss: 0.031107 | val_loss: 0.0311506 | Time: 1964.18 ms [2021-11-01 12:01:10 main:581] : INFO : Epoch 1779 | loss: 0.0311074 | val_loss: 0.0311518 | Time: 1968.67 ms [2021-11-01 12:01:12 main:581] : INFO : Epoch 1780 | loss: 0.031107 | val_loss: 0.0311537 | Time: 1960.56 ms [2021-11-01 12:01:14 main:581] : INFO : Epoch 1781 | loss: 0.0311072 | val_loss: 0.0311525 | Time: 1970.3 ms [2021-11-01 12:01:16 main:581] : INFO : Epoch 1782 | loss: 0.0311106 | val_loss: 0.031149 | Time: 1969.66 ms [2021-11-01 12:01:18 main:581] : INFO : Epoch 1783 | loss: 0.0311089 | val_loss: 0.0311474 | Time: 1895.04 ms [2021-11-01 12:01:20 main:581] : INFO : Epoch 1784 | loss: 0.0311066 | val_loss: 0.0311501 | Time: 1866.15 ms [2021-11-01 12:01:22 main:581] : INFO : Epoch 1785 | loss: 0.0311054 | val_loss: 0.0311496 | Time: 1866.15 ms [2021-11-01 12:01:23 main:581] : INFO : Epoch 1786 | loss: 0.0311052 | val_loss: 0.0311492 | Time: 1868.63 ms [2021-11-01 12:01:25 main:581] : INFO : Epoch 1787 | loss: 0.0311035 | val_loss: 0.0311497 | Time: 1870.5 ms [2021-11-01 12:01:27 main:581] : INFO : Epoch 1788 | loss: 0.0311052 | val_loss: 0.0311474 | Time: 1874.54 ms [2021-11-01 12:01:29 main:581] : INFO : Epoch 1789 | loss: 0.0311094 | val_loss: 0.0311476 | Time: 1873.16 ms [2021-11-01 12:01:31 main:581] : INFO : Epoch 1790 | loss: 0.0311068 | val_loss: 0.0311464 | Time: 1873.46 ms [2021-11-01 12:01:33 main:581] : INFO : Epoch 1791 | loss: 0.0311069 | val_loss: 0.0311453 | Time: 1873 ms [2021-11-01 12:01:35 main:581] : INFO : Epoch 1792 | loss: 0.0311048 | val_loss: 0.0311509 | Time: 1872.19 ms [2021-11-01 12:01:37 main:581] : INFO : Epoch 1793 | loss: 0.0311044 | val_loss: 0.0311525 | Time: 1871.42 ms [2021-11-01 12:01:38 main:581] : INFO : Epoch 1794 | loss: 0.0311028 | val_loss: 0.0311487 | Time: 1868.94 ms [2021-11-01 12:01:40 main:581] : INFO : Epoch 1795 | loss: 0.0311052 | val_loss: 0.0311449 | Time: 1896.94 ms [2021-11-01 12:01:42 main:581] : INFO : Epoch 1796 | loss: 0.0311061 | val_loss: 0.0311451 | Time: 1895.75 ms [2021-11-01 12:01:44 main:581] : INFO : Epoch 1797 | loss: 0.0311082 | val_loss: 0.0311424 | Time: 1870.7 ms [2021-11-01 12:01:46 main:581] : INFO : Epoch 1798 | loss: 0.0311057 | val_loss: 0.0311466 | Time: 1868.49 ms [2021-11-01 12:01:48 main:581] : INFO : Epoch 1799 | loss: 0.031111 | val_loss: 0.031145 | Time: 1840.84 ms [2021-11-01 12:01:50 main:581] : INFO : Epoch 1800 | loss: 0.0311133 | val_loss: 0.0311461 | Time: 1906.01 ms [2021-11-01 12:01:52 main:581] : INFO : Epoch 1801 | loss: 0.0311122 | val_loss: 0.0311452 | Time: 1941.51 ms [2021-11-01 12:01:54 main:581] : INFO : Epoch 1802 | loss: 0.0311105 | val_loss: 0.0311453 | Time: 1926.13 ms [2021-11-01 12:01:55 main:581] : INFO : Epoch 1803 | loss: 0.0311093 | val_loss: 0.0311448 | Time: 1889.07 ms [2021-11-01 12:01:57 main:581] : INFO : Epoch 1804 | loss: 0.0311087 | val_loss: 0.0311467 | Time: 1818.16 ms [2021-11-01 12:01:59 main:581] : INFO : Epoch 1805 | loss: 0.0311082 | val_loss: 0.0311475 | Time: 1825.46 ms [2021-11-01 12:02:01 main:581] : INFO : Epoch 1806 | loss: 0.0311098 | val_loss: 0.0311432 | Time: 1808.83 ms [2021-11-01 12:02:03 main:581] : INFO : Epoch 1807 | loss: 0.0311065 | val_loss: 0.0311434 | Time: 1817.16 ms [2021-11-01 12:02:05 main:581] : INFO : Epoch 1808 | loss: 0.0311054 | val_loss: 0.0311451 | Time: 1884.5 ms [2021-11-01 12:02:06 main:581] : INFO : Epoch 1809 | loss: 0.0311136 | val_loss: 0.0311439 | Time: 1800.27 ms [2021-11-01 12:02:08 main:581] : INFO : Epoch 1810 | loss: 0.031131 | val_loss: 0.0311449 | Time: 1832.4 ms [2021-11-01 12:02:10 main:581] : INFO : Epoch 1811 | loss: 0.0311285 | val_loss: 0.0311471 | Time: 1880.95 ms [2021-11-01 12:02:12 main:581] : INFO : Epoch 1812 | loss: 0.0311292 | val_loss: 0.031149 | Time: 1855.51 ms [2021-11-01 12:02:14 main:581] : INFO : Epoch 1813 | loss: 0.0311245 | val_loss: 0.0311482 | Time: 1834.54 ms [2021-11-01 12:02:16 main:581] : INFO : Epoch 1814 | loss: 0.0311216 | val_loss: 0.031148 | Time: 1928.91 ms [2021-11-01 12:02:18 main:581] : INFO : Epoch 1815 | loss: 0.0311195 | val_loss: 0.031146 | Time: 1945.6 ms [2021-11-01 12:02:20 main:581] : INFO : Epoch 1816 | loss: 0.0311195 | val_loss: 0.0311554 | Time: 1929.04 ms [2021-11-01 12:02:21 main:581] : INFO : Epoch 1817 | loss: 0.0311233 | val_loss: 0.0311556 | Time: 1871.59 ms [2021-11-01 12:02:23 main:581] : INFO : Epoch 1818 | loss: 0.0311198 | val_loss: 0.0311521 | Time: 1920.05 ms [2021-11-01 12:02:25 main:581] : INFO : Epoch 1819 | loss: 0.0311181 | val_loss: 0.0311478 | Time: 1947.17 ms [2021-11-01 12:02:27 main:581] : INFO : Epoch 1820 | loss: 0.0311162 | val_loss: 0.0311501 | Time: 1930.71 ms [2021-11-01 12:02:29 main:581] : INFO : Epoch 1821 | loss: 0.0311137 | val_loss: 0.0311521 | Time: 1919.05 ms [2021-11-01 12:02:31 main:581] : INFO : Epoch 1822 | loss: 0.0311141 | val_loss: 0.0311564 | Time: 1953.3 ms [2021-11-01 12:02:33 main:581] : INFO : Epoch 1823 | loss: 0.0311151 | val_loss: 0.0311508 | Time: 1921.14 ms [2021-11-01 12:02:35 main:581] : INFO : Epoch 1824 | loss: 0.0311156 | val_loss: 0.031146 | Time: 1881.48 ms [2021-11-01 12:02:37 main:581] : INFO : Epoch 1825 | loss: 0.0311115 | val_loss: 0.031151 | Time: 1884.35 ms [2021-11-01 12:02:39 main:581] : INFO : Epoch 1826 | loss: 0.0311099 | val_loss: 0.0311529 | Time: 1887.05 ms [2021-11-01 12:02:41 main:581] : INFO : Epoch 1827 | loss: 0.0311097 | val_loss: 0.0311502 | Time: 1943.28 ms [2021-11-01 12:02:43 main:581] : INFO : Epoch 1828 | loss: 0.0311096 | val_loss: 0.0311513 | Time: 1943.5 ms [2021-11-01 12:02:45 main:581] : INFO : Epoch 1829 | loss: 0.0311099 | val_loss: 0.0311523 | Time: 1951.41 ms [2021-11-01 12:02:47 main:581] : INFO : Epoch 1830 | loss: 0.0311094 | val_loss: 0.0311544 | Time: 1967.79 ms [2021-11-01 12:02:49 main:581] : INFO : Epoch 1831 | loss: 0.031109 | val_loss: 0.0311541 | Time: 1969.9 ms [2021-11-01 12:02:50 main:581] : INFO : Epoch 1832 | loss: 0.031109 | val_loss: 0.0311506 | Time: 1959.85 ms [2021-11-01 12:02:52 main:581] : INFO : Epoch 1833 | loss: 0.0311087 | val_loss: 0.0311554 | Time: 1953.7 ms [2021-11-01 12:02:54 main:581] : INFO : Epoch 1834 | loss: 0.0311097 | val_loss: 0.0311545 | Time: 1951.42 ms [2021-11-01 12:02:56 main:581] : INFO : Epoch 1835 | loss: 0.0311123 | val_loss: 0.0311504 | Time: 1947.16 ms [2021-11-01 12:02:58 main:581] : INFO : Epoch 1836 | loss: 0.0311101 | val_loss: 0.0311525 | Time: 1929.01 ms [2021-11-01 12:03:00 main:581] : INFO : Epoch 1837 | loss: 0.031108 | val_loss: 0.031157 | Time: 1877.63 ms [2021-11-01 12:03:02 main:581] : INFO : Epoch 1838 | loss: 0.0311075 | val_loss: 0.0311512 | Time: 1878.76 ms [2021-11-01 12:03:04 main:581] : INFO : Epoch 1839 | loss: 0.031108 | val_loss: 0.0311473 | Time: 1955.36 ms [2021-11-01 12:03:06 main:581] : INFO : Epoch 1840 | loss: 0.0311065 | val_loss: 0.0311517 | Time: 1950.91 ms [2021-11-01 12:03:08 main:581] : INFO : Epoch 1841 | loss: 0.0311066 | val_loss: 0.0311604 | Time: 1880.58 ms [2021-11-01 12:03:10 main:581] : INFO : Epoch 1842 | loss: 0.0311065 | val_loss: 0.0311566 | Time: 1870.4 ms [2021-11-01 12:03:12 main:581] : INFO : Epoch 1843 | loss: 0.0311053 | val_loss: 0.0311545 | Time: 1869.51 ms [2021-11-01 12:03:13 main:581] : INFO : Epoch 1844 | loss: 0.0311068 | val_loss: 0.0311557 | Time: 1870.29 ms [2021-11-01 12:03:15 main:581] : INFO : Epoch 1845 | loss: 0.0311059 | val_loss: 0.0311543 | Time: 1931.85 ms [2021-11-01 12:03:17 main:581] : INFO : Epoch 1846 | loss: 0.0311051 | val_loss: 0.0311542 | Time: 1973.4 ms [2021-11-01 12:03:19 main:581] : INFO : Epoch 1847 | loss: 0.0311057 | val_loss: 0.0311555 | Time: 1975.66 ms [2021-11-01 12:03:21 main:581] : INFO : Epoch 1848 | loss: 0.0311062 | val_loss: 0.0311518 | Time: 1952.21 ms [2021-11-01 12:03:23 main:581] : INFO : Epoch 1849 | loss: 0.0311057 | val_loss: 0.0311556 | Time: 1955.61 ms [2021-11-01 12:03:25 main:581] : INFO : Epoch 1850 | loss: 0.0311035 | val_loss: 0.0311521 | Time: 1962.26 ms [2021-11-01 12:03:27 main:581] : INFO : Epoch 1851 | loss: 0.031104 | val_loss: 0.0311564 | Time: 1965.74 ms [2021-11-01 12:03:29 main:581] : INFO : Epoch 1852 | loss: 0.031102 | val_loss: 0.0311568 | Time: 1965.79 ms [2021-11-01 12:03:31 main:581] : INFO : Epoch 1853 | loss: 0.0311018 | val_loss: 0.0311554 | Time: 1914.08 ms [2021-11-01 12:03:33 main:581] : INFO : Epoch 1854 | loss: 0.0311013 | val_loss: 0.0311593 | Time: 1959.4 ms [2021-11-01 12:03:35 main:581] : INFO : Epoch 1855 | loss: 0.0311017 | val_loss: 0.0311577 | Time: 1957.43 ms [2021-11-01 12:03:37 main:581] : INFO : Epoch 1856 | loss: 0.0311021 | val_loss: 0.0311563 | Time: 1953.49 ms [2021-11-01 12:03:39 main:581] : INFO : Epoch 1857 | loss: 0.0311044 | val_loss: 0.031156 | Time: 1952.05 ms [2021-11-01 12:03:41 main:581] : INFO : Epoch 1858 | loss: 0.0311025 | val_loss: 0.0311622 | Time: 1950.76 ms [2021-11-01 12:03:43 main:581] : INFO : Epoch 1859 | loss: 0.0311055 | val_loss: 0.0311634 | Time: 1965.41 ms [2021-11-01 12:03:45 main:581] : INFO : Epoch 1860 | loss: 0.0311064 | val_loss: 0.0311586 | Time: 1967.49 ms [2021-11-01 12:03:47 main:581] : INFO : Epoch 1861 | loss: 0.0311078 | val_loss: 0.0311504 | Time: 1970.96 ms [2021-11-01 12:03:49 main:581] : INFO : Epoch 1862 | loss: 0.0311055 | val_loss: 0.0311527 | Time: 1894.58 ms [2021-11-01 12:03:50 main:581] : INFO : Epoch 1863 | loss: 0.0311051 | val_loss: 0.0311501 | Time: 1884.95 ms [2021-11-01 12:03:52 main:581] : INFO : Epoch 1864 | loss: 0.0311051 | val_loss: 0.03115 | Time: 1883.66 ms [2021-11-01 12:03:54 main:581] : INFO : Epoch 1865 | loss: 0.0311055 | val_loss: 0.0311515 | Time: 1879.88 ms [2021-11-01 12:03:56 main:581] : INFO : Epoch 1866 | loss: 0.0311026 | val_loss: 0.0311497 | Time: 1881.31 ms [2021-11-01 12:03:58 main:581] : INFO : Epoch 1867 | loss: 0.0311031 | val_loss: 0.031154 | Time: 1890.13 ms [2021-11-01 12:04:00 main:581] : INFO : Epoch 1868 | loss: 0.031101 | val_loss: 0.0311537 | Time: 1885.62 ms [2021-11-01 12:04:02 main:581] : INFO : Epoch 1869 | loss: 0.0311004 | val_loss: 0.0311556 | Time: 1954.01 ms [2021-11-01 12:04:04 main:581] : INFO : Epoch 1870 | loss: 0.0311014 | val_loss: 0.0311563 | Time: 1970.77 ms [2021-11-01 12:04:06 main:581] : INFO : Epoch 1871 | loss: 0.0311052 | val_loss: 0.0311517 | Time: 1946.58 ms [2021-11-01 12:04:08 main:581] : INFO : Epoch 1872 | loss: 0.0311036 | val_loss: 0.031156 | Time: 1903.24 ms [2021-11-01 12:04:10 main:581] : INFO : Epoch 1873 | loss: 0.0311024 | val_loss: 0.0311605 | Time: 1916.04 ms [2021-11-01 12:04:12 main:581] : INFO : Epoch 1874 | loss: 0.0311033 | val_loss: 0.0311601 | Time: 1951.65 ms [2021-11-01 12:04:13 main:581] : INFO : Epoch 1875 | loss: 0.0311039 | val_loss: 0.0311562 | Time: 1972.82 ms [2021-11-01 12:04:15 main:581] : INFO : Epoch 1876 | loss: 0.0311013 | val_loss: 0.0311482 | Time: 1971.04 ms [2021-11-01 12:04:17 main:581] : INFO : Epoch 1877 | loss: 0.031102 | val_loss: 0.0311574 | Time: 1962.88 ms [2021-11-01 12:04:19 main:581] : INFO : Epoch 1878 | loss: 0.0311058 | val_loss: 0.0311535 | Time: 1953.39 ms [2021-11-01 12:04:21 main:581] : INFO : Epoch 1879 | loss: 0.0311059 | val_loss: 0.0311526 | Time: 1951.84 ms [2021-11-01 12:04:23 main:581] : INFO : Epoch 1880 | loss: 0.0311078 | val_loss: 0.031149 | Time: 1929.07 ms [2021-11-01 12:04:25 main:581] : INFO : Epoch 1881 | loss: 0.0311066 | val_loss: 0.0311497 | Time: 1921.97 ms [2021-11-01 12:04:27 main:581] : INFO : Epoch 1882 | loss: 0.0311041 | val_loss: 0.0311528 | Time: 1952.36 ms [2021-11-01 12:04:29 main:581] : INFO : Epoch 1883 | loss: 0.0311077 | val_loss: 0.031156 | Time: 1968.15 ms [2021-11-01 12:04:31 main:581] : INFO : Epoch 1884 | loss: 0.0311102 | val_loss: 0.031159 | Time: 1949.33 ms [2021-11-01 12:04:33 main:581] : INFO : Epoch 1885 | loss: 0.03111 | val_loss: 0.0311504 | Time: 1903.12 ms [2021-11-01 12:04:35 main:581] : INFO : Epoch 1886 | loss: 0.0311083 | val_loss: 0.0311496 | Time: 1903.95 ms [2021-11-01 12:04:37 main:581] : INFO : Epoch 1887 | loss: 0.0311071 | val_loss: 0.0311501 | Time: 1875.87 ms [2021-11-01 12:04:39 main:581] : INFO : Epoch 1888 | loss: 0.0311067 | val_loss: 0.0311478 | Time: 1917.5 ms [2021-11-01 12:04:41 main:581] : INFO : Epoch 1889 | loss: 0.0311074 | val_loss: 0.0311493 | Time: 1959.5 ms [2021-11-01 12:04:43 main:581] : INFO : Epoch 1890 | loss: 0.03111 | val_loss: 0.0311519 | Time: 1903.02 ms [2021-11-01 12:04:44 main:581] : INFO : Epoch 1891 | loss: 0.0311097 | val_loss: 0.0311452 | Time: 1908.15 ms [2021-11-01 12:04:46 main:581] : INFO : Epoch 1892 | loss: 0.0311132 | val_loss: 0.0311529 | Time: 1933.69 ms [2021-11-01 12:04:48 main:581] : INFO : Epoch 1893 | loss: 0.0311139 | val_loss: 0.031159 | Time: 1899.88 ms [2021-11-01 12:04:50 main:581] : INFO : Epoch 1894 | loss: 0.0311213 | val_loss: 0.0311596 | Time: 1918.7 ms [2021-11-01 12:04:52 main:581] : INFO : Epoch 1895 | loss: 0.0311183 | val_loss: 0.0311564 | Time: 1879.37 ms [2021-11-01 12:04:54 main:581] : INFO : Epoch 1896 | loss: 0.0311136 | val_loss: 0.0311585 | Time: 1883.27 ms [2021-11-01 12:04:56 main:581] : INFO : Epoch 1897 | loss: 0.0311117 | val_loss: 0.0311579 | Time: 1871.98 ms [2021-11-01 12:04:58 main:581] : INFO : Epoch 1898 | loss: 0.031112 | val_loss: 0.0311641 | Time: 1890.99 ms [2021-11-01 12:05:00 main:581] : INFO : Epoch 1899 | loss: 0.0311102 | val_loss: 0.0311556 | Time: 1916.23 ms [2021-11-01 12:05:02 main:581] : INFO : Epoch 1900 | loss: 0.0311081 | val_loss: 0.0311616 | Time: 1954.99 ms [2021-11-01 12:05:04 main:581] : INFO : Epoch 1901 | loss: 0.031109 | val_loss: 0.0311587 | Time: 1919.41 ms [2021-11-01 12:05:05 main:581] : INFO : Epoch 1902 | loss: 0.0311097 | val_loss: 0.0311538 | Time: 1868.29 ms [2021-11-01 12:05:07 main:581] : INFO : Epoch 1903 | loss: 0.0311078 | val_loss: 0.031153 | Time: 1899.41 ms [2021-11-01 12:05:09 main:581] : INFO : Epoch 1904 | loss: 0.0311065 | val_loss: 0.0311577 | Time: 1876.48 ms [2021-11-01 12:05:11 main:581] : INFO : Epoch 1905 | loss: 0.031106 | val_loss: 0.0311559 | Time: 1883.94 ms [2021-11-01 12:05:13 main:581] : INFO : Epoch 1906 | loss: 0.0311063 | val_loss: 0.0311548 | Time: 1880.73 ms [2021-11-01 12:05:15 main:581] : INFO : Epoch 1907 | loss: 0.0311042 | val_loss: 0.0311551 | Time: 1875.97 ms [2021-11-01 12:05:17 main:581] : INFO : Epoch 1908 | loss: 0.0311045 | val_loss: 0.0311545 | Time: 1873.3 ms [2021-11-01 12:05:19 main:581] : INFO : Epoch 1909 | loss: 0.0311046 | val_loss: 0.0311541 | Time: 1940.83 ms [2021-11-01 12:05:21 main:581] : INFO : Epoch 1910 | loss: 0.0311019 | val_loss: 0.0311584 | Time: 1938.15 ms [2021-11-01 12:05:22 main:581] : INFO : Epoch 1911 | loss: 0.0311011 | val_loss: 0.0311586 | Time: 1936.24 ms [2021-11-01 12:05:24 main:581] : INFO : Epoch 1912 | loss: 0.0311025 | val_loss: 0.0311539 | Time: 1942.61 ms [2021-11-01 12:05:26 main:581] : INFO : Epoch 1913 | loss: 0.0311027 | val_loss: 0.031158 | Time: 1940.9 ms [2021-11-01 12:05:28 main:581] : INFO : Epoch 1914 | loss: 0.031104 | val_loss: 0.0311539 | Time: 1969.05 ms [2021-11-01 12:05:30 main:581] : INFO : Epoch 1915 | loss: 0.0311059 | val_loss: 0.0311585 | Time: 1989.17 ms [2021-11-01 12:05:32 main:581] : INFO : Epoch 1916 | loss: 0.0311027 | val_loss: 0.0311544 | Time: 1986.18 ms [2021-11-01 12:05:34 main:581] : INFO : Epoch 1917 | loss: 0.0311028 | val_loss: 0.031153 | Time: 1981.35 ms [2021-11-01 12:05:36 main:581] : INFO : Epoch 1918 | loss: 0.0311015 | val_loss: 0.0311619 | Time: 1991.89 ms [2021-11-01 12:05:38 main:581] : INFO : Epoch 1919 | loss: 0.031102 | val_loss: 0.0311606 | Time: 1887.79 ms [2021-11-01 12:05:40 main:581] : INFO : Epoch 1920 | loss: 0.0311026 | val_loss: 0.0311531 | Time: 1867.37 ms [2021-11-01 12:05:42 main:581] : INFO : Epoch 1921 | loss: 0.0311012 | val_loss: 0.0311539 | Time: 1872.44 ms [2021-11-01 12:05:44 main:581] : INFO : Epoch 1922 | loss: 0.0311025 | val_loss: 0.0311555 | Time: 1927.44 ms [2021-11-01 12:05:46 main:581] : INFO : Epoch 1923 | loss: 0.0311026 | val_loss: 0.0311559 | Time: 1974.37 ms [2021-11-01 12:05:48 main:581] : INFO : Epoch 1924 | loss: 0.0311038 | val_loss: 0.0311549 | Time: 1952.45 ms [2021-11-01 12:05:50 main:581] : INFO : Epoch 1925 | loss: 0.0311034 | val_loss: 0.0311516 | Time: 1962.47 ms [2021-11-01 12:05:52 main:581] : INFO : Epoch 1926 | loss: 0.0311013 | val_loss: 0.0311587 | Time: 1986.88 ms [2021-11-01 12:05:54 main:581] : INFO : Epoch 1927 | loss: 0.0311026 | val_loss: 0.0311544 | Time: 1951.67 ms [2021-11-01 12:05:56 main:581] : INFO : Epoch 1928 | loss: 0.0311086 | val_loss: 0.0311534 | Time: 1955.99 ms [2021-11-01 12:05:58 main:581] : INFO : Epoch 1929 | loss: 0.0311207 | val_loss: 0.0311589 | Time: 1957.68 ms [2021-11-01 12:06:00 main:581] : INFO : Epoch 1930 | loss: 0.0311106 | val_loss: 0.0311519 | Time: 1965.48 ms [2021-11-01 12:06:02 main:581] : INFO : Epoch 1931 | loss: 0.0311082 | val_loss: 0.0311489 | Time: 1975.35 ms [2021-11-01 12:06:03 main:581] : INFO : Epoch 1932 | loss: 0.0311099 | val_loss: 0.0311488 | Time: 1974.37 ms [2021-11-01 12:06:05 main:581] : INFO : Epoch 1933 | loss: 0.0311102 | val_loss: 0.0311503 | Time: 1947.9 ms [2021-11-01 12:06:07 main:581] : INFO : Epoch 1934 | loss: 0.0311085 | val_loss: 0.0311548 | Time: 1947.07 ms [2021-11-01 12:06:09 main:581] : INFO : Epoch 1935 | loss: 0.0311083 | val_loss: 0.0311563 | Time: 1944.88 ms [2021-11-01 12:06:11 main:581] : INFO : Epoch 1936 | loss: 0.0311059 | val_loss: 0.0311524 | Time: 1955.63 ms [2021-11-01 12:06:13 main:581] : INFO : Epoch 1937 | loss: 0.0311065 | val_loss: 0.0311534 | Time: 1922.82 ms [2021-11-01 12:06:15 main:581] : INFO : Epoch 1938 | loss: 0.0311054 | val_loss: 0.0311534 | Time: 1885.37 ms [2021-11-01 12:06:17 main:581] : INFO : Epoch 1939 | loss: 0.0311093 | val_loss: 0.0311509 | Time: 1932.04 ms [2021-11-01 12:06:19 main:581] : INFO : Epoch 1940 | loss: 0.0311059 | val_loss: 0.0311513 | Time: 1962.9 ms [2021-11-01 12:06:21 main:581] : INFO : Epoch 1941 | loss: 0.0311063 | val_loss: 0.031151 | Time: 1886.23 ms [2021-11-01 12:06:23 main:581] : INFO : Epoch 1942 | loss: 0.0311066 | val_loss: 0.0311547 | Time: 1886.94 ms [2021-11-01 12:06:25 main:581] : INFO : Epoch 1943 | loss: 0.0311032 | val_loss: 0.0311553 | Time: 1888.4 ms [2021-11-01 12:06:27 main:581] : INFO : Epoch 1944 | loss: 0.0311036 | val_loss: 0.0311554 | Time: 1881.7 ms [2021-11-01 12:06:28 main:581] : INFO : Epoch 1945 | loss: 0.0311077 | val_loss: 0.0311493 | Time: 1899.69 ms [2021-11-01 12:06:30 main:581] : INFO : Epoch 1946 | loss: 0.0311083 | val_loss: 0.0311557 | Time: 1945.08 ms [2021-11-01 12:06:32 main:581] : INFO : Epoch 1947 | loss: 0.0311097 | val_loss: 0.0311532 | Time: 1948.3 ms [2021-11-01 12:06:34 main:581] : INFO : Epoch 1948 | loss: 0.031107 | val_loss: 0.0311522 | Time: 1936.66 ms [2021-11-01 12:06:36 main:581] : INFO : Epoch 1949 | loss: 0.0311047 | val_loss: 0.0311515 | Time: 1888.46 ms [2021-11-01 12:06:38 main:581] : INFO : Epoch 1950 | loss: 0.0311043 | val_loss: 0.0311495 | Time: 1913.39 ms [2021-11-01 12:06:40 main:581] : INFO : Epoch 1951 | loss: 0.0311083 | val_loss: 0.0311571 | Time: 1940.82 ms [2021-11-01 12:06:42 main:581] : INFO : Epoch 1952 | loss: 0.0311054 | val_loss: 0.0311516 | Time: 1950.83 ms [2021-11-01 12:06:44 main:581] : INFO : Epoch 1953 | loss: 0.0311036 | val_loss: 0.0311532 | Time: 1945.42 ms [2021-11-01 12:06:46 main:581] : INFO : Epoch 1954 | loss: 0.0311019 | val_loss: 0.0311536 | Time: 1898.73 ms [2021-11-01 12:06:48 main:581] : INFO : Epoch 1955 | loss: 0.0311019 | val_loss: 0.0311592 | Time: 1963.24 ms [2021-11-01 12:06:50 main:581] : INFO : Epoch 1956 | loss: 0.0311019 | val_loss: 0.031153 | Time: 1938.01 ms [2021-11-01 12:06:52 main:581] : INFO : Epoch 1957 | loss: 0.0311004 | val_loss: 0.0311515 | Time: 1881.29 ms [2021-11-01 12:06:53 main:581] : INFO : Epoch 1958 | loss: 0.0311039 | val_loss: 0.0311582 | Time: 1880 ms [2021-11-01 12:06:55 main:581] : INFO : Epoch 1959 | loss: 0.031103 | val_loss: 0.0311609 | Time: 1879.95 ms [2021-11-01 12:06:57 main:581] : INFO : Epoch 1960 | loss: 0.0311015 | val_loss: 0.0311601 | Time: 1882.64 ms [2021-11-01 12:06:59 main:581] : INFO : Epoch 1961 | loss: 0.0311051 | val_loss: 0.0311536 | Time: 1884.76 ms [2021-11-01 12:07:01 main:581] : INFO : Epoch 1962 | loss: 0.0311082 | val_loss: 0.0311552 | Time: 1885.14 ms [2021-11-01 12:07:03 main:581] : INFO : Epoch 1963 | loss: 0.0311063 | val_loss: 0.0311534 | Time: 1878.54 ms [2021-11-01 12:07:05 main:581] : INFO : Epoch 1964 | loss: 0.0311073 | val_loss: 0.0311558 | Time: 1879.35 ms [2021-11-01 12:07:07 main:581] : INFO : Epoch 1965 | loss: 0.0311109 | val_loss: 0.0311585 | Time: 1877.62 ms [2021-11-01 12:07:09 main:581] : INFO : Epoch 1966 | loss: 0.031112 | val_loss: 0.0311558 | Time: 1917.37 ms [2021-11-01 12:07:11 main:581] : INFO : Epoch 1967 | loss: 0.0311075 | val_loss: 0.0311602 | Time: 1953.05 ms [2021-11-01 12:07:12 main:581] : INFO : Epoch 1968 | loss: 0.0311047 | val_loss: 0.0311577 | Time: 1942.8 ms [2021-11-01 12:07:14 main:581] : INFO : Epoch 1969 | loss: 0.0311035 | val_loss: 0.0311576 | Time: 1950.36 ms [2021-11-01 12:07:16 main:581] : INFO : Epoch 1970 | loss: 0.0311002 | val_loss: 0.0311534 | Time: 1897.77 ms [2021-11-01 12:07:18 main:581] : INFO : Epoch 1971 | loss: 0.0310993 | val_loss: 0.031147 | Time: 1872.32 ms [2021-11-01 12:07:20 main:581] : INFO : Epoch 1972 | loss: 0.0311002 | val_loss: 0.0311542 | Time: 1868.35 ms [2021-11-01 12:07:22 main:581] : INFO : Epoch 1973 | loss: 0.0310997 | val_loss: 0.0311561 | Time: 1934.2 ms [2021-11-01 12:07:24 main:581] : INFO : Epoch 1974 | loss: 0.0311009 | val_loss: 0.031153 | Time: 1950.91 ms [2021-11-01 12:07:26 main:581] : INFO : Epoch 1975 | loss: 0.0311009 | val_loss: 0.0311526 | Time: 1902.54 ms [2021-11-01 12:07:28 main:581] : INFO : Epoch 1976 | loss: 0.031101 | val_loss: 0.031152 | Time: 1870.73 ms [2021-11-01 12:07:30 main:581] : INFO : Epoch 1977 | loss: 0.0310994 | val_loss: 0.0311549 | Time: 1953.89 ms [2021-11-01 12:07:32 main:581] : INFO : Epoch 1978 | loss: 0.0310976 | val_loss: 0.0311463 | Time: 1949.88 ms [2021-11-01 12:07:34 main:581] : INFO : Epoch 1979 | loss: 0.0310992 | val_loss: 0.0311498 | Time: 1943.96 ms [2021-11-01 12:07:35 main:581] : INFO : Epoch 1980 | loss: 0.031101 | val_loss: 0.0311543 | Time: 1890.85 ms [2021-11-01 12:07:37 main:581] : INFO : Epoch 1981 | loss: 0.0311019 | val_loss: 0.0311518 | Time: 1874.41 ms [2021-11-01 12:07:39 main:581] : INFO : Epoch 1982 | loss: 0.0311015 | val_loss: 0.0311565 | Time: 1895.17 ms [2021-11-01 12:07:41 main:581] : INFO : Epoch 1983 | loss: 0.0311008 | val_loss: 0.031155 | Time: 1927.51 ms [2021-11-01 12:07:43 main:581] : INFO : Epoch 1984 | loss: 0.0310983 | val_loss: 0.0311606 | Time: 1949.16 ms [2021-11-01 12:07:45 main:581] : INFO : Epoch 1985 | loss: 0.0310977 | val_loss: 0.0311545 | Time: 1949.75 ms [2021-11-01 12:07:47 main:581] : INFO : Epoch 1986 | loss: 0.0310977 | val_loss: 0.0311545 | Time: 1949.4 ms [2021-11-01 12:07:49 main:581] : INFO : Epoch 1987 | loss: 0.0311013 | val_loss: 0.0311518 | Time: 1910.32 ms [2021-11-01 12:07:51 main:581] : INFO : Epoch 1988 | loss: 0.0311019 | val_loss: 0.0311528 | Time: 1878.65 ms [2021-11-01 12:07:53 main:581] : INFO : Epoch 1989 | loss: 0.0311026 | val_loss: 0.0311588 | Time: 1874.76 ms [2021-11-01 12:07:55 main:581] : INFO : Epoch 1990 | loss: 0.0311017 | val_loss: 0.0311511 | Time: 1874.54 ms [2021-11-01 12:07:56 main:581] : INFO : Epoch 1991 | loss: 0.0310983 | val_loss: 0.0311576 | Time: 1874.5 ms [2021-11-01 12:07:58 main:581] : INFO : Epoch 1992 | loss: 0.0310971 | val_loss: 0.0311542 | Time: 1874.22 ms [2021-11-01 12:08:00 main:581] : INFO : Epoch 1993 | loss: 0.0310965 | val_loss: 0.031152 | Time: 1873.65 ms [2021-11-01 12:08:02 main:581] : INFO : Epoch 1994 | loss: 0.0310971 | val_loss: 0.0311534 | Time: 1884.38 ms [2021-11-01 12:08:04 main:581] : INFO : Epoch 1995 | loss: 0.0310975 | val_loss: 0.0311617 | Time: 1947.59 ms [2021-11-01 12:08:06 main:581] : INFO : Epoch 1996 | loss: 0.0310999 | val_loss: 0.0311509 | Time: 1949.66 ms [2021-11-01 12:08:08 main:581] : INFO : Epoch 1997 | loss: 0.0310987 | val_loss: 0.031152 | Time: 1947.09 ms [2021-11-01 12:08:10 main:581] : INFO : Epoch 1998 | loss: 0.0311023 | val_loss: 0.0311561 | Time: 1958.97 ms [2021-11-01 12:08:12 main:581] : INFO : Epoch 1999 | loss: 0.0311024 | val_loss: 0.0311553 | Time: 1958.98 ms [2021-11-01 12:08:14 main:581] : INFO : Epoch 2000 | loss: 0.0311055 | val_loss: 0.0311598 | Time: 1954.37 ms [2021-11-01 12:08:16 main:581] : INFO : Epoch 2001 | loss: 0.0311018 | val_loss: 0.0311575 | Time: 1968.57 ms [2021-11-01 12:08:18 main:581] : INFO : Epoch 2002 | loss: 0.0310998 | val_loss: 0.0311515 | Time: 1949.5 ms [2021-11-01 12:08:20 main:581] : INFO : Epoch 2003 | loss: 0.0310978 | val_loss: 0.0311506 | Time: 1959.79 ms [2021-11-01 12:08:22 main:581] : INFO : Epoch 2004 | loss: 0.0310975 | val_loss: 0.0311567 | Time: 1949.53 ms [2021-11-01 12:08:24 main:581] : INFO : Epoch 2005 | loss: 0.031097 | val_loss: 0.0311515 | Time: 1950.11 ms [2021-11-01 12:08:25 main:581] : INFO : Epoch 2006 | loss: 0.0310962 | val_loss: 0.0311519 | Time: 1950.65 ms [2021-11-01 12:08:27 main:581] : INFO : Epoch 2007 | loss: 0.031095 | val_loss: 0.0311568 | Time: 1961.96 ms [2021-11-01 12:08:29 main:581] : INFO : Epoch 2008 | loss: 0.0310966 | val_loss: 0.0311541 | Time: 1955.13 ms [2021-11-01 12:08:31 main:581] : INFO : Epoch 2009 | loss: 0.0310951 | val_loss: 0.031162 | Time: 1963.06 ms [2021-11-01 12:08:33 main:581] : INFO : Epoch 2010 | loss: 0.031104 | val_loss: 0.0311586 | Time: 1964.4 ms [2021-11-01 12:08:35 main:581] : INFO : Epoch 2011 | loss: 0.0311066 | val_loss: 0.0311582 | Time: 1961.68 ms [2021-11-01 12:08:37 main:581] : INFO : Epoch 2012 | loss: 0.0311048 | val_loss: 0.0311529 | Time: 1954.5 ms [2021-11-01 12:08:39 main:581] : INFO : Epoch 2013 | loss: 0.0311118 | val_loss: 0.0311546 | Time: 1961.53 ms [2021-11-01 12:08:41 main:581] : INFO : Epoch 2014 | loss: 0.0311132 | val_loss: 0.0311541 | Time: 1938.17 ms [2021-11-01 12:08:43 main:581] : INFO : Epoch 2015 | loss: 0.0311073 | val_loss: 0.0311483 | Time: 1887.99 ms [2021-11-01 12:08:45 main:581] : INFO : Epoch 2016 | loss: 0.0311044 | val_loss: 0.0311612 | Time: 1876.85 ms [2021-11-01 12:08:47 main:581] : INFO : Epoch 2017 | loss: 0.0311025 | val_loss: 0.0311521 | Time: 1903.53 ms [2021-11-01 12:08:49 main:581] : INFO : Epoch 2018 | loss: 0.031102 | val_loss: 0.0311571 | Time: 1883.54 ms [2021-11-01 12:08:51 main:581] : INFO : Epoch 2019 | loss: 0.0311015 | val_loss: 0.0311595 | Time: 1884.09 ms [2021-11-01 12:08:53 main:581] : INFO : Epoch 2020 | loss: 0.0311013 | val_loss: 0.0311505 | Time: 1968.21 ms [2021-11-01 12:08:55 main:581] : INFO : Epoch 2021 | loss: 0.0311028 | val_loss: 0.0311585 | Time: 1966.16 ms [2021-11-01 12:08:56 main:581] : INFO : Epoch 2022 | loss: 0.0311115 | val_loss: 0.031153 | Time: 1951.6 ms [2021-11-01 12:08:58 main:581] : INFO : Epoch 2023 | loss: 0.0311105 | val_loss: 0.0311502 | Time: 1944 ms [2021-11-01 12:09:00 main:581] : INFO : Epoch 2024 | loss: 0.0311143 | val_loss: 0.0311491 | Time: 1945.09 ms [2021-11-01 12:09:02 main:581] : INFO : Epoch 2025 | loss: 0.0311106 | val_loss: 0.0311539 | Time: 1954.79 ms [2021-11-01 12:09:04 main:581] : INFO : Epoch 2026 | loss: 0.0311083 | val_loss: 0.0311503 | Time: 1947.38 ms [2021-11-01 12:09:06 main:581] : INFO : Epoch 2027 | loss: 0.0311082 | val_loss: 0.0311503 | Time: 1942.17 ms [2021-11-01 12:09:08 main:581] : INFO : Epoch 2028 | loss: 0.0311102 | val_loss: 0.0311582 | Time: 1951.84 ms [2021-11-01 12:09:10 main:581] : INFO : Epoch 2029 | loss: 0.0311117 | val_loss: 0.031161 | Time: 1952.28 ms [2021-11-01 12:09:12 main:581] : INFO : Epoch 2030 | loss: 0.0311056 | val_loss: 0.0311532 | Time: 1954.66 ms [2021-11-01 12:09:14 main:581] : INFO : Epoch 2031 | loss: 0.0311054 | val_loss: 0.0311556 | Time: 1943.61 ms [2021-11-01 12:09:16 main:581] : INFO : Epoch 2032 | loss: 0.0311045 | val_loss: 0.0311533 | Time: 1964.08 ms [2021-11-01 12:09:18 main:581] : INFO : Epoch 2033 | loss: 0.0311057 | val_loss: 0.0311566 | Time: 1944.55 ms [2021-11-01 12:09:20 main:581] : INFO : Epoch 2034 | loss: 0.0311065 | val_loss: 0.0311616 | Time: 1947.75 ms [2021-11-01 12:09:22 main:581] : INFO : Epoch 2035 | loss: 0.0311044 | val_loss: 0.0311546 | Time: 1945.92 ms [2021-11-01 12:09:24 main:581] : INFO : Epoch 2036 | loss: 0.0311061 | val_loss: 0.0311619 | Time: 1940.56 ms [2021-11-01 12:09:26 main:581] : INFO : Epoch 2037 | loss: 0.0311028 | val_loss: 0.0311496 | Time: 1955.25 ms [2021-11-01 12:09:28 main:581] : INFO : Epoch 2038 | loss: 0.0311036 | val_loss: 0.03115 | Time: 1938.78 ms [2021-11-01 12:09:30 main:581] : INFO : Epoch 2039 | loss: 0.0311031 | val_loss: 0.0311557 | Time: 1871.57 ms [2021-11-01 12:09:31 main:581] : INFO : Epoch 2040 | loss: 0.031104 | val_loss: 0.0311569 | Time: 1871.52 ms [2021-11-01 12:09:33 main:581] : INFO : Epoch 2041 | loss: 0.0311016 | val_loss: 0.0311576 | Time: 1963 ms [2021-11-01 12:09:35 main:581] : INFO : Epoch 2042 | loss: 0.0310995 | val_loss: 0.0311613 | Time: 1954.71 ms [2021-11-01 12:09:37 main:581] : INFO : Epoch 2043 | loss: 0.0310999 | val_loss: 0.0311619 | Time: 1921.41 ms [2021-11-01 12:09:39 main:581] : INFO : Epoch 2044 | loss: 0.0311006 | val_loss: 0.0311627 | Time: 1952.65 ms [2021-11-01 12:09:41 main:581] : INFO : Epoch 2045 | loss: 0.0311083 | val_loss: 0.0311614 | Time: 1944.37 ms [2021-11-01 12:09:43 main:581] : INFO : Epoch 2046 | loss: 0.0311007 | val_loss: 0.0311535 | Time: 1947.13 ms [2021-11-01 12:09:45 main:581] : INFO : Epoch 2047 | loss: 0.0310982 | val_loss: 0.0311593 | Time: 1950.51 ms [2021-11-01 12:09:47 main:581] : INFO : Epoch 2048 | loss: 0.0311029 | val_loss: 0.0311623 | Time: 1960.27 ms [2021-11-01 12:09:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311623 [2021-11-01 12:09:47 main:610] : INFO : Saving end state to config to file [2021-11-01 12:09:47 main:615] : INFO : Success, exiting.. 12:09:47 (3682846): 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)