Task 12959362
| Name | ParityModified-1647043307-13835-0_0 |
| Workunit | 10091578 |
| Created | 12 Mar 2022, 0:01:52 UTC |
| Sent | 14 Mar 2022, 20:40:09 UTC |
| Report deadline | 22 Mar 2022, 20:40:09 UTC |
| Received | 15 Mar 2022, 12:41:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13797 |
| Run time | 1 hours 9 min 40 sec |
| CPU time | 1 hours 9 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.38 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 | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> _loss: 0.0311515 | Time: 1979.77 ms [2022-03-15 12:24:22 main:581] : INFO : Epoch 1565 | loss: 0.0311285 | val_loss: 0.0311456 | Time: 1956.77 ms [2022-03-15 12:24:24 main:581] : INFO : Epoch 1566 | loss: 0.0311286 | val_loss: 0.0311526 | Time: 1945.28 ms [2022-03-15 12:24:26 main:581] : INFO : Epoch 1567 | loss: 0.0311242 | val_loss: 0.0311522 | Time: 1939.57 ms [2022-03-15 12:24:28 main:581] : INFO : Epoch 1568 | loss: 0.0311297 | val_loss: 0.0311465 | Time: 1953.17 ms [2022-03-15 12:24:30 main:581] : INFO : Epoch 1569 | loss: 0.0311243 | val_loss: 0.0311457 | Time: 1985.1 ms [2022-03-15 12:24:32 main:581] : INFO : Epoch 1570 | loss: 0.0311202 | val_loss: 0.0311433 | Time: 1984.06 ms [2022-03-15 12:24:34 main:581] : INFO : Epoch 1571 | loss: 0.0311207 | val_loss: 0.0311446 | Time: 1974.75 ms [2022-03-15 12:24:36 main:581] : INFO : Epoch 1572 | loss: 0.0311207 | val_loss: 0.0311435 | Time: 1973.64 ms [2022-03-15 12:24:38 main:581] : INFO : Epoch 1573 | loss: 0.0311203 | val_loss: 0.0311449 | Time: 1999.58 ms [2022-03-15 12:24:40 main:581] : INFO : Epoch 1574 | loss: 0.0311268 | val_loss: 0.0311441 | Time: 1980.91 ms [2022-03-15 12:24:42 main:581] : INFO : Epoch 1575 | loss: 0.0311231 | val_loss: 0.031141 | Time: 1965.38 ms [2022-03-15 12:24:44 main:581] : INFO : Epoch 1576 | loss: 0.0311155 | val_loss: 0.0311482 | Time: 1940.42 ms [2022-03-15 12:24:46 main:581] : INFO : Epoch 1577 | loss: 0.0311146 | val_loss: 0.0311425 | Time: 1944.85 ms [2022-03-15 12:24:48 main:581] : INFO : Epoch 1578 | loss: 0.031113 | val_loss: 0.0311416 | Time: 1984.95 ms [2022-03-15 12:24:50 main:581] : INFO : Epoch 1579 | loss: 0.0311202 | val_loss: 0.0311428 | Time: 1988.16 ms [2022-03-15 12:24:52 main:581] : INFO : Epoch 1580 | loss: 0.0311156 | val_loss: 0.0311454 | Time: 1952.32 ms [2022-03-15 12:24:54 main:581] : INFO : Epoch 1581 | loss: 0.0311139 | val_loss: 0.0311454 | Time: 1942.59 ms [2022-03-15 12:24:56 main:581] : INFO : Epoch 1582 | loss: 0.0311129 | val_loss: 0.0311404 | Time: 1964.7 ms [2022-03-15 12:24:58 main:581] : INFO : Epoch 1583 | loss: 0.0311127 | val_loss: 0.0311406 | Time: 2008.07 ms [2022-03-15 12:25:00 main:581] : INFO : Epoch 1584 | loss: 0.0311112 | val_loss: 0.031143 | Time: 1964.88 ms [2022-03-15 12:25:02 main:581] : INFO : Epoch 1585 | loss: 0.0311114 | val_loss: 0.0311397 | Time: 2111.45 ms [2022-03-15 12:25:04 main:581] : INFO : Epoch 1586 | loss: 0.0311103 | val_loss: 0.0311428 | Time: 1954.71 ms [2022-03-15 12:25:06 main:581] : INFO : Epoch 1587 | loss: 0.0311092 | val_loss: 0.031143 | Time: 1984.64 ms [2022-03-15 12:25:08 main:581] : INFO : Epoch 1588 | loss: 0.0311122 | val_loss: 0.0311411 | Time: 1971.13 ms [2022-03-15 12:25:10 main:581] : INFO : Epoch 1589 | loss: 0.0311092 | val_loss: 0.0311388 | Time: 1993.96 ms [2022-03-15 12:25:12 main:581] : INFO : Epoch 1590 | loss: 0.0311073 | val_loss: 0.0311417 | Time: 1960.07 ms [2022-03-15 12:25:14 main:581] : INFO : Epoch 1591 | loss: 0.0311075 | val_loss: 0.0311408 | Time: 1945.43 ms [2022-03-15 12:25:16 main:581] : INFO : Epoch 1592 | loss: 0.0311059 | val_loss: 0.0311477 | Time: 1987.32 ms [2022-03-15 12:25:18 main:581] : INFO : Epoch 1593 | loss: 0.0311059 | val_loss: 0.0311417 | Time: 1971.51 ms [2022-03-15 12:25:20 main:581] : INFO : Epoch 1594 | loss: 0.031116 | val_loss: 0.0311479 | Time: 1965.97 ms [2022-03-15 12:25:22 main:581] : INFO : Epoch 1595 | loss: 0.0311191 | val_loss: 0.0311395 | Time: 1965.04 ms [2022-03-15 12:25:24 main:581] : INFO : Epoch 1596 | loss: 0.0311059 | val_loss: 0.03114 | Time: 1969.85 ms [2022-03-15 12:25:26 main:581] : INFO : Epoch 1597 | loss: 0.0311042 | val_loss: 0.0311415 | Time: 1944.46 ms [2022-03-15 12:25:28 main:581] : INFO : Epoch 1598 | loss: 0.0311066 | val_loss: 0.0311402 | Time: 1956.09 ms [2022-03-15 12:25:30 main:581] : INFO : Epoch 1599 | loss: 0.0311074 | val_loss: 0.031142 | Time: 2007.19 ms [2022-03-15 12:25:32 main:581] : INFO : Epoch 1600 | loss: 0.0311043 | val_loss: 0.0311427 | Time: 1949.84 ms [2022-03-15 12:25:33 main:581] : INFO : Epoch 1601 | loss: 0.0311037 | val_loss: 0.0311428 | Time: 1971.59 ms [2022-03-15 12:25:35 main:581] : INFO : Epoch 1602 | loss: 0.031102 | val_loss: 0.0311393 | Time: 1969.95 ms [2022-03-15 12:25:37 main:581] : INFO : Epoch 1603 | loss: 0.0311012 | val_loss: 0.0311465 | Time: 1988.17 ms [2022-03-15 12:25:39 main:581] : INFO : Epoch 1604 | loss: 0.0311035 | val_loss: 0.0311359 | Time: 1988.06 ms [2022-03-15 12:25:41 main:581] : INFO : Epoch 1605 | loss: 0.0311002 | val_loss: 0.0311432 | Time: 1948.18 ms [2022-03-15 12:25:43 main:581] : INFO : Epoch 1606 | loss: 0.0311018 | val_loss: 0.0311429 | Time: 1983.23 ms [2022-03-15 12:25:45 main:581] : INFO : Epoch 1607 | loss: 0.0311005 | val_loss: 0.0311502 | Time: 1950.86 ms [2022-03-15 12:25:47 main:581] : INFO : Epoch 1608 | loss: 0.031101 | val_loss: 0.031149 | Time: 1940.06 ms [2022-03-15 12:25:49 main:581] : INFO : Epoch 1609 | loss: 0.0311006 | val_loss: 0.0311479 | Time: 1967.87 ms [2022-03-15 12:25:51 main:581] : INFO : Epoch 1610 | loss: 0.0310993 | val_loss: 0.0311434 | Time: 1995.44 ms [2022-03-15 12:25:53 main:581] : INFO : Epoch 1611 | loss: 0.0311008 | val_loss: 0.0311522 | Time: 1960.37 ms [2022-03-15 12:25:55 main:581] : INFO : Epoch 1612 | loss: 0.0311054 | val_loss: 0.0311486 | Time: 1947.24 ms [2022-03-15 12:25:57 main:581] : INFO : Epoch 1613 | loss: 0.0310998 | val_loss: 0.0311453 | Time: 1984.97 ms [2022-03-15 12:25:59 main:581] : INFO : Epoch 1614 | loss: 0.0311022 | val_loss: 0.0311469 | Time: 1957.21 ms [2022-03-15 12:26:01 main:581] : INFO : Epoch 1615 | loss: 0.031096 | val_loss: 0.0311418 | Time: 2098.35 ms [2022-03-15 12:26:03 main:581] : INFO : Epoch 1616 | loss: 0.0310955 | val_loss: 0.0311493 | Time: 1981.72 ms [2022-03-15 12:26:05 main:581] : INFO : Epoch 1617 | loss: 0.0310974 | val_loss: 0.0311435 | Time: 1997.76 ms [2022-03-15 12:26:07 main:581] : INFO : Epoch 1618 | loss: 0.0310944 | val_loss: 0.0311454 | Time: 1951.2 ms [2022-03-15 12:26:09 main:581] : INFO : Epoch 1619 | loss: 0.0310938 | val_loss: 0.0311478 | Time: 1944.02 ms [2022-03-15 12:26:11 main:581] : INFO : Epoch 1620 | loss: 0.0310963 | val_loss: 0.031159 | Time: 1940.18 ms [2022-03-15 12:26:13 main:581] : INFO : Epoch 1621 | loss: 0.0310997 | val_loss: 0.0311445 | Time: 1981.27 ms [2022-03-15 12:26:15 main:581] : INFO : Epoch 1622 | loss: 0.0310958 | val_loss: 0.031148 | Time: 1993.23 ms [2022-03-15 12:26:17 main:581] : INFO : Epoch 1623 | loss: 0.031093 | val_loss: 0.0311505 | Time: 1949.24 ms [2022-03-15 12:26:19 main:581] : INFO : Epoch 1624 | loss: 0.0311038 | val_loss: 0.0311509 | Time: 1940.9 ms [2022-03-15 12:26:21 main:581] : INFO : Epoch 1625 | loss: 0.031102 | val_loss: 0.0311507 | Time: 1941.97 ms [2022-03-15 12:26:23 main:581] : INFO : Epoch 1626 | loss: 0.0310996 | val_loss: 0.0311448 | Time: 1975.04 ms [2022-03-15 12:26:25 main:581] : INFO : Epoch 1627 | loss: 0.031094 | val_loss: 0.0311493 | Time: 2058.54 ms [2022-03-15 12:26:27 main:581] : INFO : Epoch 1628 | loss: 0.0310921 | val_loss: 0.0311422 | Time: 1955.07 ms [2022-03-15 12:26:29 main:581] : INFO : Epoch 1629 | loss: 0.0310925 | val_loss: 0.0311414 | Time: 1988.53 ms [2022-03-15 12:26:31 main:581] : INFO : Epoch 1630 | loss: 0.0310974 | val_loss: 0.0311457 | Time: 1985.95 ms [2022-03-15 12:26:33 main:581] : INFO : Epoch 1631 | loss: 0.0310948 | val_loss: 0.0311516 | Time: 1950.35 ms [2022-03-15 12:26:35 main:581] : INFO : Epoch 1632 | loss: 0.0310947 | val_loss: 0.031157 | Time: 1941.78 ms [2022-03-15 12:26:37 main:581] : INFO : Epoch 1633 | loss: 0.0310953 | val_loss: 0.0311507 | Time: 1941.53 ms [2022-03-15 12:26:39 main:581] : INFO : Epoch 1634 | loss: 0.0310902 | val_loss: 0.0311497 | Time: 1938.14 ms [2022-03-15 12:26:40 main:581] : INFO : Epoch 1635 | loss: 0.0310924 | val_loss: 0.0311478 | Time: 1945.28 ms [2022-03-15 12:26:43 main:581] : INFO : Epoch 1636 | loss: 0.0310914 | val_loss: 0.0311481 | Time: 2197.03 ms [2022-03-15 12:26:45 main:581] : INFO : Epoch 1637 | loss: 0.031095 | val_loss: 0.0311524 | Time: 1986.46 ms [2022-03-15 12:26:47 main:581] : INFO : Epoch 1638 | loss: 0.0310902 | val_loss: 0.0311504 | Time: 1959.53 ms [2022-03-15 12:26:49 main:581] : INFO : Epoch 1639 | loss: 0.0310857 | val_loss: 0.0311495 | Time: 1950 ms [2022-03-15 12:26:51 main:581] : INFO : Epoch 1640 | loss: 0.0310835 | val_loss: 0.0311509 | Time: 1984.63 ms [2022-03-15 12:26:52 main:581] : INFO : Epoch 1641 | loss: 0.0310914 | val_loss: 0.0311479 | Time: 1946.24 ms [2022-03-15 12:26:54 main:581] : INFO : Epoch 1642 | loss: 0.0310893 | val_loss: 0.0311496 | Time: 1967.44 ms [2022-03-15 12:26:56 main:581] : INFO : Epoch 1643 | loss: 0.0310869 | val_loss: 0.0311538 | Time: 1966.5 ms [2022-03-15 12:26:58 main:581] : INFO : Epoch 1644 | loss: 0.0310895 | val_loss: 0.031156 | Time: 1948.58 ms [2022-03-15 12:27:01 main:581] : INFO : Epoch 1645 | loss: 0.0310947 | val_loss: 0.0311478 | Time: 2379.84 ms [2022-03-15 12:27:03 main:581] : INFO : Epoch 1646 | loss: 0.0310893 | val_loss: 0.0311563 | Time: 2457.28 ms [2022-03-15 12:27:05 main:581] : INFO : Epoch 1647 | loss: 0.0310913 | val_loss: 0.0311459 | Time: 1962.37 ms [2022-03-15 12:27:07 main:581] : INFO : Epoch 1648 | loss: 0.0310927 | val_loss: 0.0311599 | Time: 1987.28 ms [2022-03-15 12:27:09 main:581] : INFO : Epoch 1649 | loss: 0.0310922 | val_loss: 0.0311454 | Time: 1985.72 ms [2022-03-15 12:27:11 main:581] : INFO : Epoch 1650 | loss: 0.0310841 | val_loss: 0.0311481 | Time: 1946.45 ms [2022-03-15 12:27:13 main:581] : INFO : Epoch 1651 | loss: 0.0310863 | val_loss: 0.0311521 | Time: 1941.84 ms [2022-03-15 12:27:15 main:581] : INFO : Epoch 1652 | loss: 0.031089 | val_loss: 0.0311507 | Time: 1938.28 ms [2022-03-15 12:27:17 main:581] : INFO : Epoch 1653 | loss: 0.0310896 | val_loss: 0.0311541 | Time: 1947.82 ms [2022-03-15 12:27:19 main:581] : INFO : Epoch 1654 | loss: 0.0310884 | val_loss: 0.0311461 | Time: 1996.61 ms [2022-03-15 12:27:21 main:581] : INFO : Epoch 1655 | loss: 0.0310887 | val_loss: 0.0311485 | Time: 1976.65 ms [2022-03-15 12:27:23 main:581] : INFO : Epoch 1656 | loss: 0.0310929 | val_loss: 0.0311456 | Time: 1978.66 ms [2022-03-15 12:27:25 main:581] : INFO : Epoch 1657 | loss: 0.0310883 | val_loss: 0.0311513 | Time: 1978.22 ms [2022-03-15 12:27:27 main:581] : INFO : Epoch 1658 | loss: 0.0310848 | val_loss: 0.0311544 | Time: 2007.2 ms [2022-03-15 12:27:29 main:581] : INFO : Epoch 1659 | loss: 0.0310868 | val_loss: 0.0311553 | Time: 1957.05 ms [2022-03-15 12:27:31 main:581] : INFO : Epoch 1660 | loss: 0.0310882 | val_loss: 0.0311539 | Time: 1946.12 ms [2022-03-15 12:27:33 main:581] : INFO : Epoch 1661 | loss: 0.0310916 | val_loss: 0.0311613 | Time: 1938.98 ms [2022-03-15 12:27:35 main:581] : INFO : Epoch 1662 | loss: 0.0310824 | val_loss: 0.0311555 | Time: 1961.59 ms [2022-03-15 12:27:37 main:581] : INFO : Epoch 1663 | loss: 0.0310818 | val_loss: 0.0311536 | Time: 1976.96 ms [2022-03-15 12:27:39 main:581] : INFO : Epoch 1664 | loss: 0.0310831 | val_loss: 0.0311496 | Time: 1986.22 ms [2022-03-15 12:27:41 main:581] : INFO : Epoch 1665 | loss: 0.0310797 | val_loss: 0.031163 | Time: 1947.47 ms [2022-03-15 12:27:43 main:581] : INFO : Epoch 1666 | loss: 0.0310923 | val_loss: 0.0311456 | Time: 1988.1 ms [2022-03-15 12:27:45 main:581] : INFO : Epoch 1667 | loss: 0.0310925 | val_loss: 0.0311537 | Time: 1993.72 ms [2022-03-15 12:27:47 main:581] : INFO : Epoch 1668 | loss: 0.0310805 | val_loss: 0.0311513 | Time: 1990.68 ms [2022-03-15 12:27:49 main:581] : INFO : Epoch 1669 | loss: 0.0310775 | val_loss: 0.03115 | Time: 1949.68 ms [2022-03-15 12:27:50 main:581] : INFO : Epoch 1670 | loss: 0.0310789 | val_loss: 0.0311498 | Time: 1955.38 ms [2022-03-15 12:27:52 main:581] : INFO : Epoch 1671 | loss: 0.0310837 | val_loss: 0.0311643 | Time: 1978.47 ms [2022-03-15 12:27:54 main:581] : INFO : Epoch 1672 | loss: 0.031086 | val_loss: 0.0311556 | Time: 1942.77 ms [2022-03-15 12:27:56 main:581] : INFO : Epoch 1673 | loss: 0.0310799 | val_loss: 0.0311551 | Time: 1941.08 ms [2022-03-15 12:27:58 main:581] : INFO : Epoch 1674 | loss: 0.031077 | val_loss: 0.0311508 | Time: 1937.29 ms [2022-03-15 12:28:00 main:581] : INFO : Epoch 1675 | loss: 0.0310742 | val_loss: 0.0311528 | Time: 2051.05 ms [2022-03-15 12:28:02 main:581] : INFO : Epoch 1676 | loss: 0.0310764 | val_loss: 0.0311511 | Time: 1949.75 ms [2022-03-15 12:28:04 main:581] : INFO : Epoch 1677 | loss: 0.0310788 | val_loss: 0.0311578 | Time: 1993.88 ms [2022-03-15 12:28:06 main:581] : INFO : Epoch 1678 | loss: 0.0310834 | val_loss: 0.0311477 | Time: 2019.03 ms [2022-03-15 12:28:08 main:581] : INFO : Epoch 1679 | loss: 0.0310803 | val_loss: 0.0311529 | Time: 1956.16 ms [2022-03-15 12:28:10 main:581] : INFO : Epoch 1680 | loss: 0.0310769 | val_loss: 0.0311498 | Time: 1956.49 ms [2022-03-15 12:28:12 main:581] : INFO : Epoch 1681 | loss: 0.0310789 | val_loss: 0.0311513 | Time: 1982.62 ms [2022-03-15 12:28:14 main:581] : INFO : Epoch 1682 | loss: 0.0310804 | val_loss: 0.0311489 | Time: 1985.95 ms [2022-03-15 12:28:16 main:581] : INFO : Epoch 1683 | loss: 0.0310834 | val_loss: 0.031154 | Time: 1952.44 ms [2022-03-15 12:28:18 main:581] : INFO : Epoch 1684 | loss: 0.0310884 | val_loss: 0.0311499 | Time: 1942.74 ms [2022-03-15 12:28:20 main:581] : INFO : Epoch 1685 | loss: 0.0310945 | val_loss: 0.0311693 | Time: 1952.49 ms [2022-03-15 12:28:22 main:581] : INFO : Epoch 1686 | loss: 0.0311291 | val_loss: 0.0311335 | Time: 2039.77 ms [2022-03-15 12:28:24 main:581] : INFO : Epoch 1687 | loss: 0.0311036 | val_loss: 0.031136 | Time: 1955.11 ms [2022-03-15 12:28:26 main:581] : INFO : Epoch 1688 | loss: 0.0310889 | val_loss: 0.0311386 | Time: 1987.69 ms [2022-03-15 12:28:28 main:581] : INFO : Epoch 1689 | loss: 0.0310838 | val_loss: 0.0311419 | Time: 1943.83 ms [2022-03-15 12:28:30 main:581] : INFO : Epoch 1690 | loss: 0.0310795 | val_loss: 0.0311391 | Time: 1942.21 ms [2022-03-15 12:28:32 main:581] : INFO : Epoch 1691 | loss: 0.0310825 | val_loss: 0.0311462 | Time: 1986.54 ms [2022-03-15 12:28:34 main:581] : INFO : Epoch 1692 | loss: 0.031083 | val_loss: 0.0311496 | Time: 1946.83 ms [2022-03-15 12:28:36 main:581] : INFO : Epoch 1693 | loss: 0.031082 | val_loss: 0.0311445 | Time: 1943.72 ms [2022-03-15 12:28:38 main:581] : INFO : Epoch 1694 | loss: 0.0310841 | val_loss: 0.0311505 | Time: 1988.86 ms [2022-03-15 12:28:40 main:581] : INFO : Epoch 1695 | loss: 0.0310896 | val_loss: 0.0311607 | Time: 1947.65 ms [2022-03-15 12:28:42 main:581] : INFO : Epoch 1696 | loss: 0.0310803 | val_loss: 0.031156 | Time: 1987.38 ms [2022-03-15 12:28:44 main:581] : INFO : Epoch 1697 | loss: 0.0310733 | val_loss: 0.0311585 | Time: 1971.32 ms [2022-03-15 12:28:46 main:581] : INFO : Epoch 1698 | loss: 0.0310723 | val_loss: 0.0311433 | Time: 2047.11 ms [2022-03-15 12:28:48 main:581] : INFO : Epoch 1699 | loss: 0.0310745 | val_loss: 0.0311503 | Time: 1960.57 ms [2022-03-15 12:28:50 main:581] : INFO : Epoch 1700 | loss: 0.0310775 | val_loss: 0.0311481 | Time: 1948.1 ms [2022-03-15 12:28:52 main:581] : INFO : Epoch 1701 | loss: 0.0310752 | val_loss: 0.031161 | Time: 1943.26 ms [2022-03-15 12:28:54 main:581] : INFO : Epoch 1702 | loss: 0.0310727 | val_loss: 0.0311483 | Time: 1988.4 ms [2022-03-15 12:28:55 main:581] : INFO : Epoch 1703 | loss: 0.0310754 | val_loss: 0.0311498 | Time: 1947.78 ms [2022-03-15 12:28:57 main:581] : INFO : Epoch 1704 | loss: 0.031082 | val_loss: 0.0311464 | Time: 1943.57 ms [2022-03-15 12:28:59 main:581] : INFO : Epoch 1705 | loss: 0.0310821 | val_loss: 0.0311543 | Time: 1961.63 ms [2022-03-15 12:29:01 main:581] : INFO : Epoch 1706 | loss: 0.0310828 | val_loss: 0.0311622 | Time: 1988.65 ms [2022-03-15 12:29:03 main:581] : INFO : Epoch 1707 | loss: 0.0310825 | val_loss: 0.0311803 | Time: 1941.84 ms [2022-03-15 12:29:05 main:581] : INFO : Epoch 1708 | loss: 0.03109 | val_loss: 0.0311575 | Time: 2054.15 ms [2022-03-15 12:29:07 main:581] : INFO : Epoch 1709 | loss: 0.0310836 | val_loss: 0.0311534 | Time: 1955.94 ms [2022-03-15 12:29:09 main:581] : INFO : Epoch 1710 | loss: 0.0310865 | val_loss: 0.0311488 | Time: 1974.25 ms [2022-03-15 12:29:11 main:581] : INFO : Epoch 1711 | loss: 0.0310815 | val_loss: 0.0311414 | Time: 1964.69 ms [2022-03-15 12:29:13 main:581] : INFO : Epoch 1712 | loss: 0.0310834 | val_loss: 0.0311574 | Time: 1950.72 ms [2022-03-15 12:29:15 main:581] : INFO : Epoch 1713 | loss: 0.0310768 | val_loss: 0.0311577 | Time: 1983.26 ms [2022-03-15 12:29:17 main:581] : INFO : Epoch 1714 | loss: 0.0310832 | val_loss: 0.0311515 | Time: 1945.25 ms [2022-03-15 12:29:19 main:581] : INFO : Epoch 1715 | loss: 0.0310752 | val_loss: 0.0311503 | Time: 1940 ms [2022-03-15 12:29:21 main:581] : INFO : Epoch 1716 | loss: 0.0310691 | val_loss: 0.0311543 | Time: 1985.31 ms [2022-03-15 12:29:23 main:581] : INFO : Epoch 1717 | loss: 0.0310681 | val_loss: 0.031148 | Time: 2078.61 ms [2022-03-15 12:29:25 main:581] : INFO : Epoch 1718 | loss: 0.0310701 | val_loss: 0.0311525 | Time: 1977.08 ms [2022-03-15 12:29:27 main:581] : INFO : Epoch 1719 | loss: 0.0310664 | val_loss: 0.0311526 | Time: 1950.66 ms [2022-03-15 12:29:29 main:581] : INFO : Epoch 1720 | loss: 0.0310671 | val_loss: 0.0311626 | Time: 1942.92 ms [2022-03-15 12:29:31 main:581] : INFO : Epoch 1721 | loss: 0.0310694 | val_loss: 0.031153 | Time: 1986.39 ms [2022-03-15 12:29:33 main:581] : INFO : Epoch 1722 | loss: 0.0310744 | val_loss: 0.0311481 | Time: 1951.6 ms [2022-03-15 12:29:35 main:581] : INFO : Epoch 1723 | loss: 0.0310765 | val_loss: 0.0311589 | Time: 1983.95 ms [2022-03-15 12:29:37 main:581] : INFO : Epoch 1724 | loss: 0.0310715 | val_loss: 0.0311514 | Time: 1945.06 ms [2022-03-15 12:29:39 main:581] : INFO : Epoch 1725 | loss: 0.0310728 | val_loss: 0.0311548 | Time: 1940.03 ms [2022-03-15 12:29:41 main:581] : INFO : Epoch 1726 | loss: 0.0310687 | val_loss: 0.0311512 | Time: 1936.94 ms [2022-03-15 12:29:43 main:581] : INFO : Epoch 1727 | loss: 0.0310702 | val_loss: 0.0311609 | Time: 1960.58 ms [2022-03-15 12:29:45 main:581] : INFO : Epoch 1728 | loss: 0.0310719 | val_loss: 0.0311572 | Time: 1970.76 ms [2022-03-15 12:29:47 main:581] : INFO : Epoch 1729 | loss: 0.0310663 | val_loss: 0.0311654 | Time: 2010.06 ms [2022-03-15 12:29:49 main:581] : INFO : Epoch 1730 | loss: 0.0310641 | val_loss: 0.0311643 | Time: 1967.37 ms [2022-03-15 12:29:51 main:581] : INFO : Epoch 1731 | loss: 0.0310654 | val_loss: 0.0311606 | Time: 2018.66 ms [2022-03-15 12:29:53 main:581] : INFO : Epoch 1732 | loss: 0.031067 | val_loss: 0.031158 | Time: 1965.09 ms [2022-03-15 12:29:55 main:581] : INFO : Epoch 1733 | loss: 0.031065 | val_loss: 0.0311507 | Time: 1946.81 ms [2022-03-15 12:29:57 main:581] : INFO : Epoch 1734 | loss: 0.0310632 | val_loss: 0.0311638 | Time: 1942.94 ms [2022-03-15 12:29:59 main:581] : INFO : Epoch 1735 | loss: 0.0310591 | val_loss: 0.0311565 | Time: 1937.8 ms [2022-03-15 12:30:01 main:581] : INFO : Epoch 1736 | loss: 0.0310651 | val_loss: 0.0311629 | Time: 2238.17 ms [2022-03-15 12:30:04 main:581] : INFO : Epoch 1737 | loss: 0.0310684 | val_loss: 0.0311572 | Time: 2765.13 ms [2022-03-15 12:30:05 main:581] : INFO : Epoch 1738 | loss: 0.0310755 | val_loss: 0.0311532 | Time: 1945.31 ms [2022-03-15 12:30:07 main:581] : INFO : Epoch 1739 | loss: 0.0310721 | val_loss: 0.0311555 | Time: 1944.66 ms [2022-03-15 12:30:09 main:581] : INFO : Epoch 1740 | loss: 0.0310753 | val_loss: 0.0311691 | Time: 2017.13 ms [2022-03-15 12:30:11 main:581] : INFO : Epoch 1741 | loss: 0.0310692 | val_loss: 0.0311635 | Time: 1964.59 ms [2022-03-15 12:30:13 main:581] : INFO : Epoch 1742 | loss: 0.031063 | val_loss: 0.0311578 | Time: 1996.11 ms [2022-03-15 12:30:15 main:581] : INFO : Epoch 1743 | loss: 0.0310603 | val_loss: 0.0311573 | Time: 1985.84 ms [2022-03-15 12:30:17 main:581] : INFO : Epoch 1744 | loss: 0.0310599 | val_loss: 0.0311638 | Time: 1948.66 ms [2022-03-15 12:30:19 main:581] : INFO : Epoch 1745 | loss: 0.0310615 | val_loss: 0.031158 | Time: 1939.41 ms [2022-03-15 12:30:21 main:581] : INFO : Epoch 1746 | loss: 0.0310642 | val_loss: 0.0311614 | Time: 1939.13 ms [2022-03-15 12:30:23 main:581] : INFO : Epoch 1747 | loss: 0.0310616 | val_loss: 0.0311667 | Time: 1938.39 ms [2022-03-15 12:30:25 main:581] : INFO : Epoch 1748 | loss: 0.0310676 | val_loss: 0.0311572 | Time: 1986.42 ms [2022-03-15 12:30:27 main:581] : INFO : Epoch 1749 | loss: 0.0310679 | val_loss: 0.0311747 | Time: 2013.61 ms [2022-03-15 12:30:29 main:581] : INFO : Epoch 1750 | loss: 0.0310733 | val_loss: 0.0311546 | Time: 1965.97 ms [2022-03-15 12:30:31 main:581] : INFO : Epoch 1751 | loss: 0.0310652 | val_loss: 0.0311566 | Time: 1944.1 ms [2022-03-15 12:30:33 main:581] : INFO : Epoch 1752 | loss: 0.0310624 | val_loss: 0.0311596 | Time: 1939.04 ms [2022-03-15 12:30:35 main:581] : INFO : Epoch 1753 | loss: 0.03106 | val_loss: 0.0311654 | Time: 1983.98 ms [2022-03-15 12:30:37 main:581] : INFO : Epoch 1754 | loss: 0.0310598 | val_loss: 0.0311562 | Time: 1951.64 ms [2022-03-15 12:30:39 main:581] : INFO : Epoch 1755 | loss: 0.0310678 | val_loss: 0.0311729 | Time: 1985.44 ms [2022-03-15 12:30:41 main:581] : INFO : Epoch 1756 | loss: 0.031064 | val_loss: 0.0311611 | Time: 1949.57 ms [2022-03-15 12:30:43 main:581] : INFO : Epoch 1757 | loss: 0.0310629 | val_loss: 0.0311579 | Time: 1986.52 ms [2022-03-15 12:30:45 main:581] : INFO : Epoch 1758 | loss: 0.0310656 | val_loss: 0.0311646 | Time: 1965.96 ms [2022-03-15 12:30:47 main:581] : INFO : Epoch 1759 | loss: 0.0310682 | val_loss: 0.0311515 | Time: 2047.81 ms [2022-03-15 12:30:49 main:581] : INFO : Epoch 1760 | loss: 0.0310797 | val_loss: 0.0311522 | Time: 1987.7 ms [2022-03-15 12:30:51 main:581] : INFO : Epoch 1761 | loss: 0.0310798 | val_loss: 0.0311539 | Time: 1950.12 ms [2022-03-15 12:30:53 main:581] : INFO : Epoch 1762 | loss: 0.031068 | val_loss: 0.0311663 | Time: 1943.23 ms [2022-03-15 12:30:55 main:581] : INFO : Epoch 1763 | loss: 0.0310605 | val_loss: 0.0311668 | Time: 1941.8 ms [2022-03-15 12:30:57 main:581] : INFO : Epoch 1764 | loss: 0.0310685 | val_loss: 0.031156 | Time: 1975.25 ms [2022-03-15 12:30:59 main:581] : INFO : Epoch 1765 | loss: 0.0310645 | val_loss: 0.0311623 | Time: 1958.35 ms [2022-03-15 12:31:01 main:581] : INFO : Epoch 1766 | loss: 0.0310639 | val_loss: 0.0311865 | Time: 2180.8 ms [2022-03-15 12:31:04 main:581] : INFO : Epoch 1767 | loss: 0.0310603 | val_loss: 0.0311641 | Time: 3034.3 ms [2022-03-15 12:31:07 main:581] : INFO : Epoch 1768 | loss: 0.0310612 | val_loss: 0.0311611 | Time: 3128.75 ms [2022-03-15 12:31:10 main:581] : INFO : Epoch 1769 | loss: 0.0310587 | val_loss: 0.0311613 | Time: 3063.36 ms [2022-03-15 12:31:13 main:581] : INFO : Epoch 1770 | loss: 0.031056 | val_loss: 0.0311688 | Time: 3207.8 ms [2022-03-15 12:31:16 main:581] : INFO : Epoch 1771 | loss: 0.0310608 | val_loss: 0.0311697 | Time: 2949.14 ms [2022-03-15 12:31:18 main:581] : INFO : Epoch 1772 | loss: 0.0310619 | val_loss: 0.0311633 | Time: 2080.28 ms [2022-03-15 12:31:20 main:581] : INFO : Epoch 1773 | loss: 0.0310556 | val_loss: 0.0311692 | Time: 1941.5 ms [2022-03-15 12:31:22 main:581] : INFO : Epoch 1774 | loss: 0.0310541 | val_loss: 0.0311686 | Time: 1940.15 ms [2022-03-15 12:31:24 main:581] : INFO : Epoch 1775 | loss: 0.031056 | val_loss: 0.0311767 | Time: 1939.15 ms [2022-03-15 12:31:26 main:581] : INFO : Epoch 1776 | loss: 0.03106 | val_loss: 0.0311714 | Time: 2045.64 ms [2022-03-15 12:31:28 main:581] : INFO : Epoch 1777 | loss: 0.0310668 | val_loss: 0.0311578 | Time: 1961.42 ms [2022-03-15 12:31:30 main:581] : INFO : Epoch 1778 | loss: 0.0310615 | val_loss: 0.0311679 | Time: 2000.31 ms [2022-03-15 12:31:32 main:581] : INFO : Epoch 1779 | loss: 0.0310605 | val_loss: 0.0311726 | Time: 1972.08 ms [2022-03-15 12:31:34 main:581] : INFO : Epoch 1780 | loss: 0.0310648 | val_loss: 0.0311567 | Time: 1946.13 ms [2022-03-15 12:31:36 main:581] : INFO : Epoch 1781 | loss: 0.0310589 | val_loss: 0.031165 | Time: 1973.24 ms [2022-03-15 12:31:38 main:581] : INFO : Epoch 1782 | loss: 0.0310579 | val_loss: 0.0311678 | Time: 1964.37 ms [2022-03-15 12:31:40 main:581] : INFO : Epoch 1783 | loss: 0.0310667 | val_loss: 0.0311645 | Time: 1984.74 ms [2022-03-15 12:31:42 main:581] : INFO : Epoch 1784 | loss: 0.0310606 | val_loss: 0.0311818 | Time: 1951.04 ms [2022-03-15 12:31:44 main:581] : INFO : Epoch 1785 | loss: 0.0310592 | val_loss: 0.0311672 | Time: 1944.65 ms [2022-03-15 12:31:46 main:581] : INFO : Epoch 1786 | loss: 0.0310553 | val_loss: 0.0311618 | Time: 1985.1 ms [2022-03-15 12:31:48 main:581] : INFO : Epoch 1787 | loss: 0.0310655 | val_loss: 0.031178 | Time: 1992.75 ms [2022-03-15 12:31:50 main:581] : INFO : Epoch 1788 | loss: 0.0310559 | val_loss: 0.0311628 | Time: 1984.99 ms [2022-03-15 12:31:52 main:581] : INFO : Epoch 1789 | loss: 0.0310604 | val_loss: 0.031158 | Time: 1958.95 ms [2022-03-15 12:31:54 main:581] : INFO : Epoch 1790 | loss: 0.0310577 | val_loss: 0.0311758 | Time: 1941.7 ms [2022-03-15 12:31:56 main:581] : INFO : Epoch 1791 | loss: 0.0310535 | val_loss: 0.0311702 | Time: 1940.35 ms [2022-03-15 12:31:58 main:581] : INFO : Epoch 1792 | loss: 0.0310486 | val_loss: 0.0311732 | Time: 1993.78 ms [2022-03-15 12:32:00 main:581] : INFO : Epoch 1793 | loss: 0.0310485 | val_loss: 0.0311893 | Time: 1988.24 ms [2022-03-15 12:32:02 main:581] : INFO : Epoch 1794 | loss: 0.0310811 | val_loss: 0.0311661 | Time: 2103.38 ms [2022-03-15 12:32:04 main:581] : INFO : Epoch 1795 | loss: 0.0310953 | val_loss: 0.0311565 | Time: 1954.28 ms [2022-03-15 12:32:06 main:581] : INFO : Epoch 1796 | loss: 0.0310919 | val_loss: 0.0311554 | Time: 1944.57 ms [2022-03-15 12:32:08 main:581] : INFO : Epoch 1797 | loss: 0.0310685 | val_loss: 0.0311594 | Time: 1963.66 ms [2022-03-15 12:32:10 main:581] : INFO : Epoch 1798 | loss: 0.0310597 | val_loss: 0.0311672 | Time: 1970.56 ms [2022-03-15 12:32:12 main:581] : INFO : Epoch 1799 | loss: 0.031057 | val_loss: 0.0311604 | Time: 1959.67 ms [2022-03-15 12:32:14 main:581] : INFO : Epoch 1800 | loss: 0.0310608 | val_loss: 0.0311644 | Time: 1974.52 ms DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: NVIDIA GeForce GTX 1660 Ti) [2022-03-15 13:32:13 main:442] : INFO : Set logging level to 1 [2022-03-15 13:32:13 main:448] : INFO : Running in BOINC Client mode [2022-03-15 13:32:13 main:451] : INFO : Resolving all filenames [2022-03-15 13:32:13 main:459] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-15 13:32:13 main:459] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-15 13:32:13 main:459] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-15 13:32:13 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-15 13:32:13 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-15 13:32:13 main:479] : INFO : Dataset filename: dataset.hdf5 [2022-03-15 13:32:13 main:481] : INFO : Configuration: [2022-03-15 13:32:13 main:482] : INFO : Model type: GRU [2022-03-15 13:32:13 main:483] : INFO : Validation Loss Threshold: 0.0001 [2022-03-15 13:32:13 main:484] : INFO : Max Epochs: 2048 [2022-03-15 13:32:13 main:485] : INFO : Batch Size: 128 [2022-03-15 13:32:13 main:486] : INFO : Learning Rate: 0.01 [2022-03-15 13:32:13 main:487] : INFO : Patience: 10 [2022-03-15 13:32:13 main:488] : INFO : Hidden Width: 12 [2022-03-15 13:32:13 main:489] : INFO : # Recurrent Layers: 4 [2022-03-15 13:32:13 main:490] : INFO : # Backend Layers: 4 [2022-03-15 13:32:13 main:491] : INFO : # Threads: 1 [2022-03-15 13:32:13 main:493] : INFO : Preparing Dataset [2022-03-15 13:32:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-15 13:32:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-15 13:32:14 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-15 13:32:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-15 13:32:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-15 13:32:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-15 13:32:15 main:501] : INFO : Creating Model [2022-03-15 13:32:15 main:514] : INFO : Preparing config file [2022-03-15 13:32:15 main:518] : INFO : Found checkpoint, attempting to load... [2022-03-15 13:32:15 main:519] : INFO : Loading config [2022-03-15 13:32:15 main:521] : INFO : Loading state [2022-03-15 13:32:15 main:566] : INFO : Loading DataLoader into Memory [2022-03-15 13:32:15 main:569] : INFO : Starting Training [2022-03-15 13:32:19 main:581] : INFO : Epoch 1801 | loss: 0.0311855 | val_loss: 0.0311696 | Time: 3656.14 ms [2022-03-15 13:32:21 main:581] : INFO : Epoch 1802 | loss: 0.0310933 | val_loss: 0.0311586 | Time: 2446.09 ms [2022-03-15 13:32:23 main:581] : INFO : Epoch 1803 | loss: 0.0310729 | val_loss: 0.0311664 | Time: 2141.02 ms [2022-03-15 13:32:25 main:581] : INFO : Epoch 1804 | loss: 0.0310589 | val_loss: 0.0311647 | Time: 2062.92 ms [2022-03-15 13:32:28 main:581] : INFO : Epoch 1805 | loss: 0.0310598 | val_loss: 0.0311578 | Time: 2126.6 ms [2022-03-15 13:32:30 main:581] : INFO : Epoch 1806 | loss: 0.0310639 | val_loss: 0.0311637 | Time: 2062.47 ms [2022-03-15 13:32:32 main:581] : INFO : Epoch 1807 | loss: 0.0310591 | val_loss: 0.0311838 | Time: 2098.67 ms [2022-03-15 13:32:34 main:581] : INFO : Epoch 1808 | loss: 0.0310615 | val_loss: 0.0311685 | Time: 2070.52 ms [2022-03-15 13:32:36 main:581] : INFO : Epoch 1809 | loss: 0.0310528 | val_loss: 0.0311803 | Time: 2088.53 ms [2022-03-15 13:32:38 main:581] : INFO : Epoch 1810 | loss: 0.0310509 | val_loss: 0.0311557 | Time: 2059.04 ms [2022-03-15 13:32:40 main:581] : INFO : Epoch 1811 | loss: 0.0310526 | val_loss: 0.0311801 | Time: 2049.32 ms [2022-03-15 13:32:42 main:581] : INFO : Epoch 1812 | loss: 0.0310533 | val_loss: 0.0311638 | Time: 2086.95 ms [2022-03-15 13:32:44 main:581] : INFO : Epoch 1813 | loss: 0.0310481 | val_loss: 0.0311836 | Time: 2124.89 ms [2022-03-15 13:32:46 main:581] : INFO : Epoch 1814 | loss: 0.0310498 | val_loss: 0.0311686 | Time: 2063.73 ms [2022-03-15 13:32:48 main:581] : INFO : Epoch 1815 | loss: 0.0310531 | val_loss: 0.0311626 | Time: 2042.43 ms [2022-03-15 13:32:50 main:581] : INFO : Epoch 1816 | loss: 0.0310472 | val_loss: 0.0311721 | Time: 2071.99 ms [2022-03-15 13:32:53 main:581] : INFO : Epoch 1817 | loss: 0.0310457 | val_loss: 0.0311824 | Time: 2112.37 ms [2022-03-15 13:32:55 main:581] : INFO : Epoch 1818 | loss: 0.0310498 | val_loss: 0.0311756 | Time: 2131.93 ms [2022-03-15 13:32:57 main:581] : INFO : Epoch 1819 | loss: 0.0310525 | val_loss: 0.0311762 | Time: 2047.18 ms [2022-03-15 13:32:59 main:581] : INFO : Epoch 1820 | loss: 0.0310431 | val_loss: 0.0311725 | Time: 2066.41 ms [2022-03-15 13:33:01 main:581] : INFO : Epoch 1821 | loss: 0.031045 | val_loss: 0.0311875 | Time: 2453.69 ms [2022-03-15 13:33:04 main:581] : INFO : Epoch 1822 | loss: 0.031056 | val_loss: 0.0311722 | Time: 2514.59 ms [2022-03-15 13:33:06 main:581] : INFO : Epoch 1823 | loss: 0.0310632 | val_loss: 0.0311656 | Time: 2076.43 ms [2022-03-15 13:33:08 main:581] : INFO : Epoch 1824 | loss: 0.0310576 | val_loss: 0.0311775 | Time: 2074.57 ms [2022-03-15 13:33:10 main:581] : INFO : Epoch 1825 | loss: 0.0310525 | val_loss: 0.031173 | Time: 2102.25 ms [2022-03-15 13:33:12 main:581] : INFO : Epoch 1826 | loss: 0.0310554 | val_loss: 0.0311674 | Time: 2055.09 ms [2022-03-15 13:33:14 main:581] : INFO : Epoch 1827 | loss: 0.0310474 | val_loss: 0.0311883 | Time: 2064.2 ms [2022-03-15 13:33:16 main:581] : INFO : Epoch 1828 | loss: 0.0310503 | val_loss: 0.03118 | Time: 2083.5 ms [2022-03-15 13:33:18 main:581] : INFO : Epoch 1829 | loss: 0.0310513 | val_loss: 0.0311851 | Time: 2092.42 ms [2022-03-15 13:33:20 main:581] : INFO : Epoch 1830 | loss: 0.0310481 | val_loss: 0.0311718 | Time: 2088.23 ms [2022-03-15 13:33:22 main:581] : INFO : Epoch 1831 | loss: 0.0310527 | val_loss: 0.0311747 | Time: 2060.97 ms [2022-03-15 13:33:25 main:581] : INFO : Epoch 1832 | loss: 0.0310456 | val_loss: 0.0311723 | Time: 2116.55 ms [2022-03-15 13:33:27 main:581] : INFO : Epoch 1833 | loss: 0.0310477 | val_loss: 0.0311895 | Time: 2083.71 ms [2022-03-15 13:33:29 main:581] : INFO : Epoch 1834 | loss: 0.0310515 | val_loss: 0.0311808 | Time: 2083.09 ms [2022-03-15 13:33:31 main:581] : INFO : Epoch 1835 | loss: 0.0310514 | val_loss: 0.0311855 | Time: 2043.17 ms [2022-03-15 13:33:33 main:581] : INFO : Epoch 1836 | loss: 0.0310486 | val_loss: 0.0311908 | Time: 2067 ms [2022-03-15 13:33:35 main:581] : INFO : Epoch 1837 | loss: 0.0310471 | val_loss: 0.0311721 | Time: 2070.25 ms [2022-03-15 13:33:37 main:581] : INFO : Epoch 1838 | loss: 0.0310387 | val_loss: 0.0311837 | Time: 2089.38 ms [2022-03-15 13:33:39 main:581] : INFO : Epoch 1839 | loss: 0.0310446 | val_loss: 0.0311762 | Time: 2077.05 ms [2022-03-15 13:33:41 main:581] : INFO : Epoch 1840 | loss: 0.0310477 | val_loss: 0.0311853 | Time: 2077.67 ms [2022-03-15 13:33:43 main:581] : INFO : Epoch 1841 | loss: 0.0310551 | val_loss: 0.0311805 | Time: 2097.72 ms [2022-03-15 13:33:45 main:581] : INFO : Epoch 1842 | loss: 0.0310543 | val_loss: 0.0311584 | Time: 2159.78 ms [2022-03-15 13:33:48 main:581] : INFO : Epoch 1843 | loss: 0.0310545 | val_loss: 0.0311794 | Time: 2062.2 ms [2022-03-15 13:33:50 main:581] : INFO : Epoch 1844 | loss: 0.0310476 | val_loss: 0.0311731 | Time: 2061.19 ms [2022-03-15 13:33:52 main:581] : INFO : Epoch 1845 | loss: 0.0310475 | val_loss: 0.0311859 | Time: 2062.68 ms [2022-03-15 13:33:54 main:581] : INFO : Epoch 1846 | loss: 0.0310474 | val_loss: 0.0311793 | Time: 2088.2 ms [2022-03-15 13:33:56 main:581] : INFO : Epoch 1847 | loss: 0.0310499 | val_loss: 0.0311691 | Time: 2062.43 ms [2022-03-15 13:33:58 main:581] : INFO : Epoch 1848 | loss: 0.0310468 | val_loss: 0.0311729 | Time: 2059.16 ms [2022-03-15 13:34:00 main:581] : INFO : Epoch 1849 | loss: 0.0310474 | val_loss: 0.0312038 | Time: 2065.55 ms [2022-03-15 13:34:02 main:581] : INFO : Epoch 1850 | loss: 0.0310488 | val_loss: 0.0311654 | Time: 2205.18 ms [2022-03-15 13:34:04 main:581] : INFO : Epoch 1851 | loss: 0.0310459 | val_loss: 0.0311807 | Time: 2109.91 ms [2022-03-15 13:34:06 main:581] : INFO : Epoch 1852 | loss: 0.0310467 | val_loss: 0.0312019 | Time: 2086.76 ms [2022-03-15 13:34:08 main:581] : INFO : Epoch 1853 | loss: 0.0310482 | val_loss: 0.0311761 | Time: 2084.25 ms [2022-03-15 13:34:10 main:581] : INFO : Epoch 1854 | loss: 0.0310441 | val_loss: 0.0311803 | Time: 2081.57 ms [2022-03-15 13:34:13 main:581] : INFO : Epoch 1855 | loss: 0.0310401 | val_loss: 0.0311888 | Time: 2093.8 ms [2022-03-15 13:34:15 main:581] : INFO : Epoch 1856 | loss: 0.0310462 | val_loss: 0.0311702 | Time: 2053.67 ms [2022-03-15 13:34:17 main:581] : INFO : Epoch 1857 | loss: 0.0310536 | val_loss: 0.0311902 | Time: 2079.47 ms [2022-03-15 13:34:19 main:581] : INFO : Epoch 1858 | loss: 0.0310489 | val_loss: 0.0311897 | Time: 2047.32 ms [2022-03-15 13:34:21 main:581] : INFO : Epoch 1859 | loss: 0.0310528 | val_loss: 0.0311815 | Time: 2091.96 ms [2022-03-15 13:34:23 main:581] : INFO : Epoch 1860 | loss: 0.0310475 | val_loss: 0.0311604 | Time: 2060.48 ms [2022-03-15 13:34:25 main:581] : INFO : Epoch 1861 | loss: 0.0310731 | val_loss: 0.0311799 | Time: 2073.73 ms [2022-03-15 13:34:27 main:581] : INFO : Epoch 1862 | loss: 0.0310608 | val_loss: 0.0311586 | Time: 2140.51 ms [2022-03-15 13:34:29 main:581] : INFO : Epoch 1863 | loss: 0.0310461 | val_loss: 0.0311672 | Time: 2096.07 ms [2022-03-15 13:34:31 main:581] : INFO : Epoch 1864 | loss: 0.0310437 | val_loss: 0.0311865 | Time: 2065.63 ms [2022-03-15 13:34:33 main:581] : INFO : Epoch 1865 | loss: 0.0310413 | val_loss: 0.0311697 | Time: 2070.36 ms [2022-03-15 13:34:35 main:581] : INFO : Epoch 1866 | loss: 0.0310737 | val_loss: 0.0311566 | Time: 2055.41 ms [2022-03-15 13:34:37 main:581] : INFO : Epoch 1867 | loss: 0.0310747 | val_loss: 0.0311628 | Time: 2081.72 ms [2022-03-15 13:34:40 main:581] : INFO : Epoch 1868 | loss: 0.0310654 | val_loss: 0.0311661 | Time: 2105.96 ms [2022-03-15 13:34:42 main:581] : INFO : Epoch 1869 | loss: 0.0310499 | val_loss: 0.0311708 | Time: 2089.95 ms [2022-03-15 13:34:44 main:581] : INFO : Epoch 1870 | loss: 0.0310472 | val_loss: 0.0311769 | Time: 2056.51 ms [2022-03-15 13:34:46 main:581] : INFO : Epoch 1871 | loss: 0.0310514 | val_loss: 0.0311719 | Time: 2066.91 ms [2022-03-15 13:34:48 main:581] : INFO : Epoch 1872 | loss: 0.0310423 | val_loss: 0.0311668 | Time: 2138.6 ms [2022-03-15 13:34:50 main:581] : INFO : Epoch 1873 | loss: 0.0310424 | val_loss: 0.0311819 | Time: 2115.56 ms [2022-03-15 13:34:52 main:581] : INFO : Epoch 1874 | loss: 0.0310406 | val_loss: 0.0311797 | Time: 2062.13 ms [2022-03-15 13:34:54 main:581] : INFO : Epoch 1875 | loss: 0.0310528 | val_loss: 0.0311747 | Time: 2062.29 ms [2022-03-15 13:34:56 main:581] : INFO : Epoch 1876 | loss: 0.0310467 | val_loss: 0.0311771 | Time: 2090.09 ms [2022-03-15 13:34:58 main:581] : INFO : Epoch 1877 | loss: 0.0310517 | val_loss: 0.0311926 | Time: 2071.3 ms [2022-03-15 13:35:00 main:581] : INFO : Epoch 1878 | loss: 0.0310526 | val_loss: 0.0311809 | Time: 2057.94 ms [2022-03-15 13:35:03 main:581] : INFO : Epoch 1879 | loss: 0.0310421 | val_loss: 0.0311803 | Time: 3032.45 ms [2022-03-15 13:35:07 main:581] : INFO : Epoch 1880 | loss: 0.0310444 | val_loss: 0.0311713 | Time: 3195.39 ms [2022-03-15 13:35:09 main:581] : INFO : Epoch 1881 | loss: 0.0310405 | val_loss: 0.0311761 | Time: 2295.15 ms [2022-03-15 13:35:11 main:581] : INFO : Epoch 1882 | loss: 0.0310759 | val_loss: 0.0311687 | Time: 2081.05 ms [2022-03-15 13:35:13 main:581] : INFO : Epoch 1883 | loss: 0.0310668 | val_loss: 0.0311624 | Time: 2179.23 ms [2022-03-15 13:35:15 main:581] : INFO : Epoch 1884 | loss: 0.0310739 | val_loss: 0.0311599 | Time: 2067.31 ms [2022-03-15 13:35:17 main:581] : INFO : Epoch 1885 | loss: 0.0310604 | val_loss: 0.0311751 | Time: 2071.2 ms [2022-03-15 13:35:19 main:581] : INFO : Epoch 1886 | loss: 0.0310518 | val_loss: 0.0311687 | Time: 2063.88 ms [2022-03-15 13:35:21 main:581] : INFO : Epoch 1887 | loss: 0.0310525 | val_loss: 0.0311984 | Time: 2076.06 ms [2022-03-15 13:35:24 main:581] : INFO : Epoch 1888 | loss: 0.0310455 | val_loss: 0.0311818 | Time: 2052.32 ms [2022-03-15 13:35:26 main:581] : INFO : Epoch 1889 | loss: 0.03104 | val_loss: 0.0311816 | Time: 2070.85 ms [2022-03-15 13:35:28 main:581] : INFO : Epoch 1890 | loss: 0.0310435 | val_loss: 0.0311651 | Time: 2072.43 ms [2022-03-15 13:35:30 main:581] : INFO : Epoch 1891 | loss: 0.0310528 | val_loss: 0.0311774 | Time: 2122.74 ms [2022-03-15 13:35:32 main:581] : INFO : Epoch 1892 | loss: 0.031045 | val_loss: 0.0311914 | Time: 2084.16 ms [2022-03-15 13:35:34 main:581] : INFO : Epoch 1893 | loss: 0.0310369 | val_loss: 0.0311945 | Time: 2107.23 ms [2022-03-15 13:35:36 main:581] : INFO : Epoch 1894 | loss: 0.0310403 | val_loss: 0.0311763 | Time: 2078.3 ms [2022-03-15 13:35:38 main:581] : INFO : Epoch 1895 | loss: 0.0310374 | val_loss: 0.0311863 | Time: 2078.03 ms [2022-03-15 13:35:40 main:581] : INFO : Epoch 1896 | loss: 0.0310368 | val_loss: 0.0312089 | Time: 2057.89 ms [2022-03-15 13:35:42 main:581] : INFO : Epoch 1897 | loss: 0.0310412 | val_loss: 0.031177 | Time: 2057.99 ms [2022-03-15 13:35:44 main:581] : INFO : Epoch 1898 | loss: 0.0310327 | val_loss: 0.0311827 | Time: 2080.98 ms [2022-03-15 13:35:46 main:581] : INFO : Epoch 1899 | loss: 0.031036 | val_loss: 0.0311844 | Time: 2076.83 ms [2022-03-15 13:35:49 main:581] : INFO : Epoch 1900 | loss: 0.0310527 | val_loss: 0.0311685 | Time: 2087.57 ms [2022-03-15 13:35:51 main:581] : INFO : Epoch 1901 | loss: 0.0310547 | val_loss: 0.0311705 | Time: 2051.82 ms [2022-03-15 13:35:53 main:581] : INFO : Epoch 1902 | loss: 0.0310465 | val_loss: 0.0311723 | Time: 2087.29 ms [2022-03-15 13:35:55 main:581] : INFO : Epoch 1903 | loss: 0.0310454 | val_loss: 0.0311873 | Time: 2084.4 ms [2022-03-15 13:35:57 main:581] : INFO : Epoch 1904 | loss: 0.0310479 | val_loss: 0.0311846 | Time: 2095.11 ms [2022-03-15 13:35:59 main:581] : INFO : Epoch 1905 | loss: 0.0310367 | val_loss: 0.0311767 | Time: 2079.85 ms [2022-03-15 13:36:01 main:581] : INFO : Epoch 1906 | loss: 0.0310351 | val_loss: 0.0311877 | Time: 2137.53 ms [2022-03-15 13:36:03 main:581] : INFO : Epoch 1907 | loss: 0.031039 | val_loss: 0.0311688 | Time: 2090.48 ms [2022-03-15 13:36:05 main:581] : INFO : Epoch 1908 | loss: 0.0310335 | val_loss: 0.0311762 | Time: 2097.2 ms [2022-03-15 13:36:07 main:581] : INFO : Epoch 1909 | loss: 0.0310326 | val_loss: 0.0311795 | Time: 2044.92 ms [2022-03-15 13:36:09 main:581] : INFO : Epoch 1910 | loss: 0.0310351 | val_loss: 0.0311893 | Time: 2069.09 ms [2022-03-15 13:36:11 main:581] : INFO : Epoch 1911 | loss: 0.0310437 | val_loss: 0.0311788 | Time: 2085.92 ms [2022-03-15 13:36:14 main:581] : INFO : Epoch 1912 | loss: 0.0310532 | val_loss: 0.0311716 | Time: 2073.57 ms [2022-03-15 13:36:16 main:581] : INFO : Epoch 1913 | loss: 0.0310463 | val_loss: 0.0311798 | Time: 2044.85 ms [2022-03-15 13:36:18 main:581] : INFO : Epoch 1914 | loss: 0.031046 | val_loss: 0.0311845 | Time: 2069.25 ms [2022-03-15 13:36:20 main:581] : INFO : Epoch 1915 | loss: 0.0310607 | val_loss: 0.0311589 | Time: 2116.18 ms [2022-03-15 13:36:22 main:581] : INFO : Epoch 1916 | loss: 0.031058 | val_loss: 0.0311853 | Time: 2120.07 ms [2022-03-15 13:36:24 main:581] : INFO : Epoch 1917 | loss: 0.0310561 | val_loss: 0.0311791 | Time: 2056.86 ms [2022-03-15 13:36:26 main:581] : INFO : Epoch 1918 | loss: 0.0310483 | val_loss: 0.0311837 | Time: 2091.98 ms [2022-03-15 13:36:28 main:581] : INFO : Epoch 1919 | loss: 0.0310466 | val_loss: 0.0311806 | Time: 2074.53 ms [2022-03-15 13:36:30 main:581] : INFO : Epoch 1920 | loss: 0.0310362 | val_loss: 0.031173 | Time: 2084.88 ms [2022-03-15 13:36:32 main:581] : INFO : Epoch 1921 | loss: 0.0310333 | val_loss: 0.0311881 | Time: 2047.18 ms [2022-03-15 13:36:34 main:581] : INFO : Epoch 1922 | loss: 0.0310355 | val_loss: 0.0311704 | Time: 2061.13 ms [2022-03-15 13:36:36 main:581] : INFO : Epoch 1923 | loss: 0.0310392 | val_loss: 0.031187 | Time: 2060.08 ms [2022-03-15 13:36:38 main:581] : INFO : Epoch 1924 | loss: 0.0310352 | val_loss: 0.0311807 | Time: 2096.62 ms [2022-03-15 13:36:40 main:581] : INFO : Epoch 1925 | loss: 0.03103 | val_loss: 0.0311901 | Time: 2050.19 ms [2022-03-15 13:36:43 main:581] : INFO : Epoch 1926 | loss: 0.0310302 | val_loss: 0.0312061 | Time: 2204.27 ms [2022-03-15 13:36:45 main:581] : INFO : Epoch 1927 | loss: 0.0310325 | val_loss: 0.0312048 | Time: 2071.47 ms [2022-03-15 13:36:47 main:581] : INFO : Epoch 1928 | loss: 0.0310321 | val_loss: 0.0311746 | Time: 2136.9 ms [2022-03-15 13:36:49 main:581] : INFO : Epoch 1929 | loss: 0.0310378 | val_loss: 0.0311775 | Time: 2064.7 ms [2022-03-15 13:36:51 main:581] : INFO : Epoch 1930 | loss: 0.0310514 | val_loss: 0.0311738 | Time: 2056.52 ms [2022-03-15 13:36:53 main:581] : INFO : Epoch 1931 | loss: 0.0310579 | val_loss: 0.0311783 | Time: 2063.77 ms [2022-03-15 13:36:55 main:581] : INFO : Epoch 1932 | loss: 0.0310497 | val_loss: 0.0311789 | Time: 2085.38 ms [2022-03-15 13:36:57 main:581] : INFO : Epoch 1933 | loss: 0.0310404 | val_loss: 0.0311899 | Time: 2067.93 ms [2022-03-15 13:36:59 main:581] : INFO : Epoch 1934 | loss: 0.031033 | val_loss: 0.0311875 | Time: 2053.89 ms [2022-03-15 13:37:02 main:581] : INFO : Epoch 1935 | loss: 0.0310318 | val_loss: 0.0311996 | Time: 2295.81 ms [2022-03-15 13:37:04 main:581] : INFO : Epoch 1936 | loss: 0.0310281 | val_loss: 0.0311836 | Time: 2084.97 ms [2022-03-15 13:37:06 main:581] : INFO : Epoch 1937 | loss: 0.0310321 | val_loss: 0.0311895 | Time: 2071.45 ms [2022-03-15 13:37:08 main:581] : INFO : Epoch 1938 | loss: 0.0310335 | val_loss: 0.0311907 | Time: 2057.69 ms [2022-03-15 13:37:10 main:581] : INFO : Epoch 1939 | loss: 0.0310427 | val_loss: 0.0311922 | Time: 2112.65 ms [2022-03-15 13:37:12 main:581] : INFO : Epoch 1940 | loss: 0.0310501 | val_loss: 0.0311662 | Time: 2103.88 ms [2022-03-15 13:37:14 main:581] : INFO : Epoch 1941 | loss: 0.0310496 | val_loss: 0.0312048 | Time: 2087.8 ms [2022-03-15 13:37:16 main:581] : INFO : Epoch 1942 | loss: 0.0310411 | val_loss: 0.0311717 | Time: 2051.18 ms [2022-03-15 13:37:18 main:581] : INFO : Epoch 1943 | loss: 0.0310464 | val_loss: 0.0311804 | Time: 2074.34 ms [2022-03-15 13:37:20 main:581] : INFO : Epoch 1944 | loss: 0.0310377 | val_loss: 0.0311761 | Time: 2062.34 ms [2022-03-15 13:37:22 main:581] : INFO : Epoch 1945 | loss: 0.0310982 | val_loss: 0.0311499 | Time: 2078.48 ms [2022-03-15 13:37:24 main:581] : INFO : Epoch 1946 | loss: 0.0311083 | val_loss: 0.0311533 | Time: 2052.65 ms [2022-03-15 13:37:27 main:581] : INFO : Epoch 1947 | loss: 0.0310973 | val_loss: 0.0311446 | Time: 2073.37 ms [2022-03-15 13:37:29 main:581] : INFO : Epoch 1948 | loss: 0.031077 | val_loss: 0.0311562 | Time: 2111.02 ms [2022-03-15 13:37:31 main:581] : INFO : Epoch 1949 | loss: 0.0310577 | val_loss: 0.0311633 | Time: 2126.14 ms [2022-03-15 13:37:33 main:581] : INFO : Epoch 1950 | loss: 0.0310452 | val_loss: 0.0311962 | Time: 2062.51 ms [2022-03-15 13:37:35 main:581] : INFO : Epoch 1951 | loss: 0.0310396 | val_loss: 0.0311842 | Time: 2114.2 ms [2022-03-15 13:37:37 main:581] : INFO : Epoch 1952 | loss: 0.0310398 | val_loss: 0.0311781 | Time: 2070.22 ms [2022-03-15 13:37:39 main:581] : INFO : Epoch 1953 | loss: 0.0310535 | val_loss: 0.0311707 | Time: 2073.21 ms [2022-03-15 13:37:41 main:581] : INFO : Epoch 1954 | loss: 0.0310513 | val_loss: 0.0311779 | Time: 2063.9 ms [2022-03-15 13:37:43 main:581] : INFO : Epoch 1955 | loss: 0.0310444 | val_loss: 0.0311648 | Time: 2069.4 ms [2022-03-15 13:37:45 main:581] : INFO : Epoch 1956 | loss: 0.0310446 | val_loss: 0.0311778 | Time: 2068.57 ms [2022-03-15 13:37:47 main:581] : INFO : Epoch 1957 | loss: 0.0310457 | val_loss: 0.0311786 | Time: 2057.82 ms [2022-03-15 13:37:49 main:581] : INFO : Epoch 1958 | loss: 0.0310423 | val_loss: 0.0311898 | Time: 2075.88 ms [2022-03-15 13:37:52 main:581] : INFO : Epoch 1959 | loss: 0.0310354 | val_loss: 0.0311943 | Time: 2093.44 ms [2022-03-15 13:37:54 main:581] : INFO : Epoch 1960 | loss: 0.0310314 | val_loss: 0.0311829 | Time: 2118.76 ms [2022-03-15 13:37:56 main:581] : INFO : Epoch 1961 | loss: 0.0310308 | val_loss: 0.0311817 | Time: 2102.49 ms [2022-03-15 13:37:58 main:581] : INFO : Epoch 1962 | loss: 0.0310358 | val_loss: 0.0312174 | Time: 2073.71 ms [2022-03-15 13:38:00 main:581] : INFO : Epoch 1963 | loss: 0.0310378 | val_loss: 0.0311788 | Time: 2119.76 ms [2022-03-15 13:38:03 main:581] : INFO : Epoch 1964 | loss: 0.0310375 | val_loss: 0.0311888 | Time: 3126.23 ms [2022-03-15 13:38:06 main:581] : INFO : Epoch 1965 | loss: 0.0310329 | val_loss: 0.0311939 | Time: 2475.91 ms [2022-03-15 13:38:08 main:581] : INFO : Epoch 1966 | loss: 0.031025 | val_loss: 0.0311976 | Time: 2072.63 ms [2022-03-15 13:38:10 main:581] : INFO : Epoch 1967 | loss: 0.0310225 | val_loss: 0.0311993 | Time: 2076.17 ms [2022-03-15 13:38:12 main:581] : INFO : Epoch 1968 | loss: 0.0310267 | val_loss: 0.0311913 | Time: 2061.38 ms [2022-03-15 13:38:14 main:581] : INFO : Epoch 1969 | loss: 0.0310405 | val_loss: 0.0311957 | Time: 2052.11 ms [2022-03-15 13:38:16 main:581] : INFO : Epoch 1970 | loss: 0.0310383 | val_loss: 0.0311946 | Time: 2116.3 ms [2022-03-15 13:38:18 main:581] : INFO : Epoch 1971 | loss: 0.0310412 | val_loss: 0.0311817 | Time: 2098.08 ms [2022-03-15 13:38:20 main:581] : INFO : Epoch 1972 | loss: 0.0310355 | val_loss: 0.0311884 | Time: 2104.09 ms [2022-03-15 13:38:22 main:581] : INFO : Epoch 1973 | loss: 0.0310339 | val_loss: 0.0311824 | Time: 2045.78 ms [2022-03-15 13:38:24 main:581] : INFO : Epoch 1974 | loss: 0.0310439 | val_loss: 0.0311799 | Time: 2081.33 ms [2022-03-15 13:38:26 main:581] : INFO : Epoch 1975 | loss: 0.0310649 | val_loss: 0.0312022 | Time: 2083.46 ms [2022-03-15 13:38:28 main:581] : INFO : Epoch 1976 | loss: 0.0312145 | val_loss: 0.031201 | Time: 2070.71 ms [2022-03-15 13:38:30 main:581] : INFO : Epoch 1977 | loss: 0.0311824 | val_loss: 0.0311718 | Time: 2046.85 ms [2022-03-15 13:38:33 main:581] : INFO : Epoch 1978 | loss: 0.031157 | val_loss: 0.0311541 | Time: 2110.79 ms [2022-03-15 13:38:35 main:581] : INFO : Epoch 1979 | loss: 0.0311445 | val_loss: 0.0311453 | Time: 2154.65 ms [2022-03-15 13:38:37 main:581] : INFO : Epoch 1980 | loss: 0.0311389 | val_loss: 0.0311467 | Time: 2081.84 ms [2022-03-15 13:38:39 main:581] : INFO : Epoch 1981 | loss: 0.0311335 | val_loss: 0.0311423 | Time: 2081.43 ms [2022-03-15 13:38:41 main:581] : INFO : Epoch 1982 | loss: 0.0311296 | val_loss: 0.0311422 | Time: 2067.74 ms [2022-03-15 13:38:43 main:581] : INFO : Epoch 1983 | loss: 0.0311242 | val_loss: 0.0311388 | Time: 2084.21 ms [2022-03-15 13:38:45 main:581] : INFO : Epoch 1984 | loss: 0.0311214 | val_loss: 0.0311399 | Time: 2077.75 ms [2022-03-15 13:38:47 main:581] : INFO : Epoch 1985 | loss: 0.0311174 | val_loss: 0.0311403 | Time: 2053 ms [2022-03-15 13:38:49 main:581] : INFO : Epoch 1986 | loss: 0.0311159 | val_loss: 0.0311409 | Time: 2052.52 ms [2022-03-15 13:38:51 main:581] : INFO : Epoch 1987 | loss: 0.0311145 | val_loss: 0.0311417 | Time: 2093.21 ms [2022-03-15 13:38:53 main:581] : INFO : Epoch 1988 | loss: 0.0311105 | val_loss: 0.0311375 | Time: 2075.99 ms [2022-03-15 13:38:55 main:581] : INFO : Epoch 1989 | loss: 0.0311082 | val_loss: 0.0311427 | Time: 2052.98 ms [2022-03-15 13:38:57 main:581] : INFO : Epoch 1990 | loss: 0.0311061 | val_loss: 0.0311382 | Time: 2045.13 ms [2022-03-15 13:39:00 main:581] : INFO : Epoch 1991 | loss: 0.0311037 | val_loss: 0.0311391 | Time: 2146.89 ms [2022-03-15 13:39:03 main:581] : INFO : Epoch 1992 | loss: 0.031102 | val_loss: 0.0311433 | Time: 3038.26 ms [2022-03-15 13:39:05 main:581] : INFO : Epoch 1993 | loss: 0.0311008 | val_loss: 0.0311437 | Time: 2074.46 ms [2022-03-15 13:39:07 main:581] : INFO : Epoch 1994 | loss: 0.031099 | val_loss: 0.0311405 | Time: 2123.11 ms [2022-03-15 13:39:09 main:581] : INFO : Epoch 1995 | loss: 0.0310976 | val_loss: 0.031141 | Time: 2150.72 ms [2022-03-15 13:39:11 main:581] : INFO : Epoch 1996 | loss: 0.0310959 | val_loss: 0.0311403 | Time: 2060.48 ms [2022-03-15 13:39:13 main:581] : INFO : Epoch 1997 | loss: 0.0310951 | val_loss: 0.0311453 | Time: 2043.46 ms [2022-03-15 13:39:15 main:581] : INFO : Epoch 1998 | loss: 0.0310947 | val_loss: 0.0311451 | Time: 2043.57 ms [2022-03-15 13:39:17 main:581] : INFO : Epoch 1999 | loss: 0.0310908 | val_loss: 0.0311418 | Time: 2135.82 ms [2022-03-15 13:39:19 main:581] : INFO : Epoch 2000 | loss: 0.0310878 | val_loss: 0.0311382 | Time: 2129.24 ms [2022-03-15 13:39:21 main:581] : INFO : Epoch 2001 | loss: 0.0310889 | val_loss: 0.0311442 | Time: 2046.33 ms [2022-03-15 13:39:24 main:581] : INFO : Epoch 2002 | loss: 0.0310854 | val_loss: 0.0311368 | Time: 2048.89 ms [2022-03-15 13:39:26 main:581] : INFO : Epoch 2003 | loss: 0.0310874 | val_loss: 0.0311408 | Time: 2155.1 ms [2022-03-15 13:39:28 main:581] : INFO : Epoch 2004 | loss: 0.0310843 | val_loss: 0.0311409 | Time: 2141.89 ms [2022-03-15 13:39:30 main:581] : INFO : Epoch 2005 | loss: 0.0310813 | val_loss: 0.0311386 | Time: 2051.79 ms [2022-03-15 13:39:32 main:581] : INFO : Epoch 2006 | loss: 0.0310835 | val_loss: 0.0311492 | Time: 2045.03 ms [2022-03-15 13:39:34 main:581] : INFO : Epoch 2007 | loss: 0.0310807 | val_loss: 0.0311504 | Time: 2077.24 ms [2022-03-15 13:39:36 main:581] : INFO : Epoch 2008 | loss: 0.0310763 | val_loss: 0.0311455 | Time: 2114.58 ms [2022-03-15 13:39:38 main:581] : INFO : Epoch 2009 | loss: 0.0310785 | val_loss: 0.0311399 | Time: 2053.3 ms [2022-03-15 13:39:40 main:581] : INFO : Epoch 2010 | loss: 0.0310775 | val_loss: 0.0311482 | Time: 2049.95 ms [2022-03-15 13:39:42 main:581] : INFO : Epoch 2011 | loss: 0.0310754 | val_loss: 0.0311422 | Time: 2103.1 ms [2022-03-15 13:39:44 main:581] : INFO : Epoch 2012 | loss: 0.0310708 | val_loss: 0.0311457 | Time: 2111.05 ms [2022-03-15 13:39:46 main:581] : INFO : Epoch 2013 | loss: 0.0310707 | val_loss: 0.0311453 | Time: 2061.37 ms [2022-03-15 13:39:49 main:581] : INFO : Epoch 2014 | loss: 0.0310705 | val_loss: 0.0311419 | Time: 2078.29 ms [2022-03-15 13:39:51 main:581] : INFO : Epoch 2015 | loss: 0.0310689 | val_loss: 0.0311592 | Time: 2071.02 ms [2022-03-15 13:39:53 main:581] : INFO : Epoch 2016 | loss: 0.0310677 | val_loss: 0.0311487 | Time: 2101.45 ms [2022-03-15 13:39:55 main:581] : INFO : Epoch 2017 | loss: 0.0310656 | val_loss: 0.0311505 | Time: 2063.86 ms [2022-03-15 13:39:57 main:581] : INFO : Epoch 2018 | loss: 0.0310694 | val_loss: 0.0311658 | Time: 2046.47 ms [2022-03-15 13:39:59 main:581] : INFO : Epoch 2019 | loss: 0.0310687 | val_loss: 0.0311506 | Time: 2105.25 ms [2022-03-15 13:40:02 main:581] : INFO : Epoch 2020 | loss: 0.0310683 | val_loss: 0.0311546 | Time: 2719.61 ms [2022-03-15 13:40:05 main:581] : INFO : Epoch 2021 | loss: 0.0310638 | val_loss: 0.0311542 | Time: 3077.2 ms [2022-03-15 13:40:07 main:581] : INFO : Epoch 2022 | loss: 0.0310718 | val_loss: 0.0311536 | Time: 2110.67 ms [2022-03-15 13:40:09 main:581] : INFO : Epoch 2023 | loss: 0.0310688 | val_loss: 0.0311494 | Time: 2156.22 ms [2022-03-15 13:40:11 main:581] : INFO : Epoch 2024 | loss: 0.0310704 | val_loss: 0.0311487 | Time: 2089.17 ms [2022-03-15 13:40:13 main:581] : INFO : Epoch 2025 | loss: 0.0310651 | val_loss: 0.0311507 | Time: 2059.49 ms [2022-03-15 13:40:15 main:581] : INFO : Epoch 2026 | loss: 0.0310641 | val_loss: 0.0311505 | Time: 2067.19 ms [2022-03-15 13:40:17 main:581] : INFO : Epoch 2027 | loss: 0.0310624 | val_loss: 0.031163 | Time: 2103.31 ms [2022-03-15 13:40:19 main:581] : INFO : Epoch 2028 | loss: 0.0310595 | val_loss: 0.0311665 | Time: 2088.42 ms [2022-03-15 13:40:21 main:581] : INFO : Epoch 2029 | loss: 0.0310599 | val_loss: 0.0311601 | Time: 2050.08 ms [2022-03-15 13:40:24 main:581] : INFO : Epoch 2030 | loss: 0.0310581 | val_loss: 0.0311597 | Time: 2046.42 ms [2022-03-15 13:40:26 main:581] : INFO : Epoch 2031 | loss: 0.0310579 | val_loss: 0.0311522 | Time: 2090.88 ms [2022-03-15 13:40:28 main:581] : INFO : Epoch 2032 | loss: 0.0310709 | val_loss: 0.0311606 | Time: 2096.87 ms [2022-03-15 13:40:30 main:581] : INFO : Epoch 2033 | loss: 0.031066 | val_loss: 0.0311506 | Time: 2057.12 ms [2022-03-15 13:40:32 main:581] : INFO : Epoch 2034 | loss: 0.0310655 | val_loss: 0.0311541 | Time: 2076.31 ms [2022-03-15 13:40:34 main:581] : INFO : Epoch 2035 | loss: 0.0310587 | val_loss: 0.0311625 | Time: 2136.99 ms [2022-03-15 13:40:36 main:581] : INFO : Epoch 2036 | loss: 0.0310564 | val_loss: 0.031163 | Time: 2174.91 ms [2022-03-15 13:40:38 main:581] : INFO : Epoch 2037 | loss: 0.0310546 | val_loss: 0.0311532 | Time: 2057.05 ms [2022-03-15 13:40:40 main:581] : INFO : Epoch 2038 | loss: 0.0310544 | val_loss: 0.031165 | Time: 2047.1 ms [2022-03-15 13:40:42 main:581] : INFO : Epoch 2039 | loss: 0.0310575 | val_loss: 0.0311587 | Time: 2060.15 ms [2022-03-15 13:40:44 main:581] : INFO : Epoch 2040 | loss: 0.0310556 | val_loss: 0.0311536 | Time: 2117.65 ms [2022-03-15 13:40:47 main:581] : INFO : Epoch 2041 | loss: 0.0310522 | val_loss: 0.0311675 | Time: 2069.02 ms [2022-03-15 13:40:49 main:581] : INFO : Epoch 2042 | loss: 0.0310522 | val_loss: 0.0311632 | Time: 2044.65 ms [2022-03-15 13:40:51 main:581] : INFO : Epoch 2043 | loss: 0.0310514 | val_loss: 0.0311768 | Time: 2077.01 ms [2022-03-15 13:40:53 main:581] : INFO : Epoch 2044 | loss: 0.0310528 | val_loss: 0.0311675 | Time: 2145.16 ms [2022-03-15 13:40:55 main:581] : INFO : Epoch 2045 | loss: 0.0310536 | val_loss: 0.0311516 | Time: 2105.6 ms [2022-03-15 13:40:57 main:581] : INFO : Epoch 2046 | loss: 0.0310498 | val_loss: 0.0311581 | Time: 2047.81 ms [2022-03-15 13:40:59 main:581] : INFO : Epoch 2047 | loss: 0.0310475 | val_loss: 0.0311612 | Time: 2081.62 ms [2022-03-15 13:41:02 main:581] : INFO : Epoch 2048 | loss: 0.0310548 | val_loss: 0.0311605 | Time: 2635.45 ms [2022-03-15 13:41:02 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311605 [2022-03-15 13:41:02 main:610] : INFO : Saving end state to config to file [2022-03-15 13:41:02 main:615] : INFO : Success, exiting.. 13:41:02 (22949): 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)