Task 14549869
| Name | ParityModified-1645993214-15369-3-0_0 |
| Workunit | 11575412 |
| Created | 8 Apr 2022, 11:01:29 UTC |
| Sent | 10 Apr 2022, 22:29:33 UTC |
| Report deadline | 18 Apr 2022, 22:29:33 UTC |
| Received | 11 Apr 2022, 15:38:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 8 min 34 sec |
| CPU time | 1 hours 8 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311104 | val_loss: 0.0311398 | Time: 1973.65 ms
[2022-04-11 10:26:23 main:574] : INFO : Epoch 1543 | loss: 0.0311116 | val_loss: 0.0311408 | Time: 1965.96 ms
[2022-04-11 10:26:24 main:574] : INFO : Epoch 1544 | loss: 0.0311108 | val_loss: 0.0311412 | Time: 1973.47 ms
[2022-04-11 10:26:27 main:574] : INFO : Epoch 1545 | loss: 0.0311103 | val_loss: 0.0311403 | Time: 2020.59 ms
[2022-04-11 10:26:29 main:574] : INFO : Epoch 1546 | loss: 0.0311146 | val_loss: 0.0311367 | Time: 2011.9 ms
[2022-04-11 10:26:30 main:574] : INFO : Epoch 1547 | loss: 0.0311125 | val_loss: 0.0311415 | Time: 1936.57 ms
[2022-04-11 10:26:32 main:574] : INFO : Epoch 1548 | loss: 0.0311141 | val_loss: 0.0311408 | Time: 1949.05 ms
[2022-04-11 10:26:34 main:574] : INFO : Epoch 1549 | loss: 0.0311114 | val_loss: 0.0311417 | Time: 1940.29 ms
[2022-04-11 10:26:36 main:574] : INFO : Epoch 1550 | loss: 0.0311131 | val_loss: 0.0311429 | Time: 1954.06 ms
[2022-04-11 10:26:38 main:574] : INFO : Epoch 1551 | loss: 0.0311242 | val_loss: 0.0311442 | Time: 1972.68 ms
[2022-04-11 10:26:40 main:574] : INFO : Epoch 1552 | loss: 0.0311139 | val_loss: 0.0311432 | Time: 1952.37 ms
[2022-04-11 10:26:42 main:574] : INFO : Epoch 1553 | loss: 0.0311098 | val_loss: 0.0311437 | Time: 1933.98 ms
[2022-04-11 10:26:44 main:574] : INFO : Epoch 1554 | loss: 0.0311094 | val_loss: 0.0311422 | Time: 1958.33 ms
[2022-04-11 10:26:46 main:574] : INFO : Epoch 1555 | loss: 0.0311089 | val_loss: 0.0311462 | Time: 1978.84 ms
[2022-04-11 10:26:48 main:574] : INFO : Epoch 1556 | loss: 0.0311085 | val_loss: 0.0311429 | Time: 1995.79 ms
[2022-04-11 10:26:50 main:574] : INFO : Epoch 1557 | loss: 0.031108 | val_loss: 0.0311427 | Time: 1929.74 ms
[2022-04-11 10:26:52 main:574] : INFO : Epoch 1558 | loss: 0.0311147 | val_loss: 0.0311386 | Time: 2005.78 ms
[2022-04-11 10:26:54 main:574] : INFO : Epoch 1559 | loss: 0.0311121 | val_loss: 0.031141 | Time: 1967.44 ms
[2022-04-11 10:26:56 main:574] : INFO : Epoch 1560 | loss: 0.0311117 | val_loss: 0.0311394 | Time: 2034.57 ms
[2022-04-11 10:26:58 main:574] : INFO : Epoch 1561 | loss: 0.0311088 | val_loss: 0.0311409 | Time: 1953.03 ms
[2022-04-11 10:27:00 main:574] : INFO : Epoch 1562 | loss: 0.0311093 | val_loss: 0.0311399 | Time: 1981.84 ms
[2022-04-11 10:27:02 main:574] : INFO : Epoch 1563 | loss: 0.0311088 | val_loss: 0.0311413 | Time: 1969.64 ms
[2022-04-11 10:27:04 main:574] : INFO : Epoch 1564 | loss: 0.0311076 | val_loss: 0.0311462 | Time: 1938.06 ms
[2022-04-11 10:27:06 main:574] : INFO : Epoch 1565 | loss: 0.0311094 | val_loss: 0.0311415 | Time: 2009.83 ms
[2022-04-11 10:27:08 main:574] : INFO : Epoch 1566 | loss: 0.0311125 | val_loss: 0.0311422 | Time: 1990.58 ms
[2022-04-11 10:27:10 main:574] : INFO : Epoch 1567 | loss: 0.031109 | val_loss: 0.0311518 | Time: 1954.96 ms
[2022-04-11 10:27:12 main:574] : INFO : Epoch 1568 | loss: 0.0311119 | val_loss: 0.0311475 | Time: 1957.62 ms
[2022-04-11 10:27:14 main:574] : INFO : Epoch 1569 | loss: 0.0311149 | val_loss: 0.0311462 | Time: 1922.1 ms
[2022-04-11 10:27:16 main:574] : INFO : Epoch 1570 | loss: 0.0311109 | val_loss: 0.0311484 | Time: 1950.71 ms
[2022-04-11 10:27:18 main:574] : INFO : Epoch 1571 | loss: 0.0311062 | val_loss: 0.0311404 | Time: 1985.11 ms
[2022-04-11 10:27:20 main:574] : INFO : Epoch 1572 | loss: 0.0311082 | val_loss: 0.0311399 | Time: 1948.08 ms
[2022-04-11 10:27:22 main:574] : INFO : Epoch 1573 | loss: 0.0311104 | val_loss: 0.0311429 | Time: 1972.52 ms
[2022-04-11 10:27:24 main:574] : INFO : Epoch 1574 | loss: 0.0311091 | val_loss: 0.0311382 | Time: 2049.59 ms
[2022-04-11 10:27:26 main:574] : INFO : Epoch 1575 | loss: 0.0311065 | val_loss: 0.0311443 | Time: 1991.65 ms
[2022-04-11 10:27:28 main:574] : INFO : Epoch 1576 | loss: 0.0311075 | val_loss: 0.0311413 | Time: 1932.3 ms
[2022-04-11 10:27:30 main:574] : INFO : Epoch 1577 | loss: 0.0311086 | val_loss: 0.0311384 | Time: 1998.46 ms
[2022-04-11 10:27:32 main:574] : INFO : Epoch 1578 | loss: 0.0311086 | val_loss: 0.0311414 | Time: 1979.33 ms
[2022-04-11 10:27:34 main:574] : INFO : Epoch 1579 | loss: 0.0311089 | val_loss: 0.0311418 | Time: 2017.46 ms
[2022-04-11 10:27:36 main:574] : INFO : Epoch 1580 | loss: 0.0311084 | val_loss: 0.0311425 | Time: 1970.47 ms
[2022-04-11 10:27:38 main:574] : INFO : Epoch 1581 | loss: 0.031107 | val_loss: 0.0311486 | Time: 1976.48 ms
[2022-04-11 10:27:40 main:574] : INFO : Epoch 1582 | loss: 0.031109 | val_loss: 0.0311421 | Time: 1986.4 ms
[2022-04-11 10:27:42 main:574] : INFO : Epoch 1583 | loss: 0.0311066 | val_loss: 0.0311438 | Time: 1964.2 ms
[2022-04-11 10:27:44 main:574] : INFO : Epoch 1584 | loss: 0.0311069 | val_loss: 0.0311399 | Time: 1989.13 ms
[2022-04-11 10:27:46 main:574] : INFO : Epoch 1585 | loss: 0.0311087 | val_loss: 0.031142 | Time: 2115.46 ms
[2022-04-11 10:27:48 main:574] : INFO : Epoch 1586 | loss: 0.0311093 | val_loss: 0.0311397 | Time: 1976.17 ms
[2022-04-11 10:27:50 main:574] : INFO : Epoch 1587 | loss: 0.0311069 | val_loss: 0.0311394 | Time: 1971.61 ms
[2022-04-11 10:27:52 main:574] : INFO : Epoch 1588 | loss: 0.0311059 | val_loss: 0.0311456 | Time: 1997.03 ms
[2022-04-11 10:27:54 main:574] : INFO : Epoch 1589 | loss: 0.0311068 | val_loss: 0.0311412 | Time: 1951.47 ms
[2022-04-11 10:27:56 main:574] : INFO : Epoch 1590 | loss: 0.0311063 | val_loss: 0.0311399 | Time: 1966.56 ms
[2022-04-11 10:27:58 main:574] : INFO : Epoch 1591 | loss: 0.0311067 | val_loss: 0.0311408 | Time: 1902.75 ms
[2022-04-11 10:28:00 main:574] : INFO : Epoch 1592 | loss: 0.0311054 | val_loss: 0.0311421 | Time: 1997.22 ms
[2022-04-11 10:28:01 main:574] : INFO : Epoch 1593 | loss: 0.0311055 | val_loss: 0.0311439 | Time: 1961.16 ms
[2022-04-11 10:28:04 main:574] : INFO : Epoch 1594 | loss: 0.0311079 | val_loss: 0.0311372 | Time: 2013.92 ms
[2022-04-11 10:28:05 main:574] : INFO : Epoch 1595 | loss: 0.0311086 | val_loss: 0.031142 | Time: 1948.72 ms
[2022-04-11 10:28:07 main:574] : INFO : Epoch 1596 | loss: 0.0311081 | val_loss: 0.0311488 | Time: 1961.05 ms
[2022-04-11 10:28:09 main:574] : INFO : Epoch 1597 | loss: 0.031109 | val_loss: 0.0311442 | Time: 1945.57 ms
[2022-04-11 10:28:11 main:574] : INFO : Epoch 1598 | loss: 0.0311068 | val_loss: 0.0311467 | Time: 1988.51 ms
[2022-04-11 10:28:13 main:574] : INFO : Epoch 1599 | loss: 0.0311063 | val_loss: 0.0311444 | Time: 1931.88 ms
[2022-04-11 10:28:15 main:574] : INFO : Epoch 1600 | loss: 0.0311093 | val_loss: 0.0311419 | Time: 1990.16 ms
[2022-04-11 10:28:17 main:574] : INFO : Epoch 1601 | loss: 0.0311092 | val_loss: 0.0311408 | Time: 1997.51 ms
[2022-04-11 10:28:19 main:574] : INFO : Epoch 1602 | loss: 0.0311091 | val_loss: 0.0311385 | Time: 1951.08 ms
[2022-04-11 10:28:21 main:574] : INFO : Epoch 1603 | loss: 0.0311116 | val_loss: 0.0311382 | Time: 1973.59 ms
[2022-04-11 10:28:23 main:574] : INFO : Epoch 1604 | loss: 0.0311102 | val_loss: 0.0311453 | Time: 1970.73 ms
[2022-04-11 10:28:25 main:574] : INFO : Epoch 1605 | loss: 0.0311109 | val_loss: 0.0311449 | Time: 1984.24 ms
[2022-04-11 10:28:27 main:574] : INFO : Epoch 1606 | loss: 0.0311086 | val_loss: 0.0311394 | Time: 1993.02 ms
[2022-04-11 10:28:29 main:574] : INFO : Epoch 1607 | loss: 0.0311108 | val_loss: 0.0311494 | Time: 1964.32 ms
[2022-04-11 10:28:31 main:574] : INFO : Epoch 1608 | loss: 0.03111 | val_loss: 0.0311402 | Time: 1985.4 ms
[2022-04-11 10:28:33 main:574] : INFO : Epoch 1609 | loss: 0.0311086 | val_loss: 0.0311412 | Time: 1967.07 ms
[2022-04-11 10:28:35 main:574] : INFO : Epoch 1610 | loss: 0.0311076 | val_loss: 0.0311467 | Time: 1993.96 ms
[2022-04-11 10:28:37 main:574] : INFO : Epoch 1611 | loss: 0.0311106 | val_loss: 0.0311405 | Time: 2003.61 ms
[2022-04-11 10:28:39 main:574] : INFO : Epoch 1612 | loss: 0.0311064 | val_loss: 0.0311405 | Time: 1950.78 ms
[2022-04-11 10:28:41 main:574] : INFO : Epoch 1613 | loss: 0.0311084 | val_loss: 0.0311415 | Time: 2035.34 ms
[2022-04-11 10:28:43 main:574] : INFO : Epoch 1614 | loss: 0.031107 | val_loss: 0.0311386 | Time: 2024.87 ms
[2022-04-11 10:28:45 main:574] : INFO : Epoch 1615 | loss: 0.0311074 | val_loss: 0.0311425 | Time: 1923.45 ms
[2022-04-11 10:28:47 main:574] : INFO : Epoch 1616 | loss: 0.0311083 | val_loss: 0.0311422 | Time: 2005.73 ms
[2022-04-11 10:28:49 main:574] : INFO : Epoch 1617 | loss: 0.0311105 | val_loss: 0.0311435 | Time: 1965.46 ms
[2022-04-11 10:28:51 main:574] : INFO : Epoch 1618 | loss: 0.0311219 | val_loss: 0.0311386 | Time: 1995.02 ms
[2022-04-11 10:28:53 main:574] : INFO : Epoch 1619 | loss: 0.0311174 | val_loss: 0.0311373 | Time: 1933.96 ms
[2022-04-11 10:28:55 main:574] : INFO : Epoch 1620 | loss: 0.0311127 | val_loss: 0.0311373 | Time: 2015.77 ms
[2022-04-11 10:28:57 main:574] : INFO : Epoch 1621 | loss: 0.0311139 | val_loss: 0.0311409 | Time: 1917.33 ms
[2022-04-11 10:28:59 main:574] : INFO : Epoch 1622 | loss: 0.0311102 | val_loss: 0.0311454 | Time: 1942.68 ms
[2022-04-11 10:29:01 main:574] : INFO : Epoch 1623 | loss: 0.0311114 | val_loss: 0.031143 | Time: 1955.53 ms
[2022-04-11 10:29:03 main:574] : INFO : Epoch 1624 | loss: 0.03111 | val_loss: 0.0311439 | Time: 1972.01 ms
[2022-04-11 10:29:05 main:574] : INFO : Epoch 1625 | loss: 0.0311089 | val_loss: 0.0311407 | Time: 1929.66 ms
[2022-04-11 10:29:07 main:574] : INFO : Epoch 1626 | loss: 0.0311109 | val_loss: 0.0311505 | Time: 1960.71 ms
[2022-04-11 10:29:09 main:574] : INFO : Epoch 1627 | loss: 0.0311079 | val_loss: 0.0311425 | Time: 1978.72 ms
[2022-04-11 10:29:11 main:574] : INFO : Epoch 1628 | loss: 0.031108 | val_loss: 0.0311429 | Time: 1961.1 ms
[2022-04-11 10:29:13 main:574] : INFO : Epoch 1629 | loss: 0.0311137 | val_loss: 0.0311381 | Time: 1953.63 ms
[2022-04-11 10:29:15 main:574] : INFO : Epoch 1630 | loss: 0.0311139 | val_loss: 0.031138 | Time: 1974.71 ms
[2022-04-11 10:29:17 main:574] : INFO : Epoch 1631 | loss: 0.0311112 | val_loss: 0.0311427 | Time: 1976.59 ms
[2022-04-11 10:29:19 main:574] : INFO : Epoch 1632 | loss: 0.031109 | val_loss: 0.0311378 | Time: 1921.47 ms
[2022-04-11 10:29:20 main:574] : INFO : Epoch 1633 | loss: 0.0311098 | val_loss: 0.0311424 | Time: 1949.63 ms
[2022-04-11 10:29:22 main:574] : INFO : Epoch 1634 | loss: 0.0311113 | val_loss: 0.0311394 | Time: 2008.07 ms
[2022-04-11 10:29:24 main:574] : INFO : Epoch 1635 | loss: 0.0311106 | val_loss: 0.0311423 | Time: 1938.61 ms
[2022-04-11 10:29:26 main:574] : INFO : Epoch 1636 | loss: 0.0311099 | val_loss: 0.0311375 | Time: 1967.52 ms
[2022-04-11 10:29:28 main:574] : INFO : Epoch 1637 | loss: 0.0311113 | val_loss: 0.0311413 | Time: 1962.57 ms
[2022-04-11 10:29:30 main:574] : INFO : Epoch 1638 | loss: 0.0311089 | val_loss: 0.03114 | Time: 1956.99 ms
[2022-04-11 10:29:32 main:574] : INFO : Epoch 1639 | loss: 0.0311051 | val_loss: 0.0311433 | Time: 1958.91 ms
[2022-04-11 10:29:34 main:574] : INFO : Epoch 1640 | loss: 0.0311068 | val_loss: 0.0311423 | Time: 1961.42 ms
[2022-04-11 10:29:36 main:574] : INFO : Epoch 1641 | loss: 0.0311061 | val_loss: 0.0311406 | Time: 1963.33 ms
[2022-04-11 10:29:38 main:574] : INFO : Epoch 1642 | loss: 0.031108 | val_loss: 0.0311384 | Time: 1982.02 ms
[2022-04-11 10:29:40 main:574] : INFO : Epoch 1643 | loss: 0.0311118 | val_loss: 0.0311372 | Time: 2003.87 ms
[2022-04-11 10:29:42 main:574] : INFO : Epoch 1644 | loss: 0.031109 | val_loss: 0.0311396 | Time: 1967.21 ms
[2022-04-11 10:29:44 main:574] : INFO : Epoch 1645 | loss: 0.0311076 | val_loss: 0.0311419 | Time: 2004.88 ms
[2022-04-11 10:29:46 main:574] : INFO : Epoch 1646 | loss: 0.0311084 | val_loss: 0.0311492 | Time: 1938.81 ms
[2022-04-11 10:29:48 main:574] : INFO : Epoch 1647 | loss: 0.0311074 | val_loss: 0.0311397 | Time: 2031.26 ms
[2022-04-11 10:29:50 main:574] : INFO : Epoch 1648 | loss: 0.0311072 | val_loss: 0.0311451 | Time: 1967.37 ms
[2022-04-11 10:29:52 main:574] : INFO : Epoch 1649 | loss: 0.0311073 | val_loss: 0.0311461 | Time: 1949.46 ms
[2022-04-11 10:29:54 main:574] : INFO : Epoch 1650 | loss: 0.0311059 | val_loss: 0.0311446 | Time: 1971.59 ms
[2022-04-11 10:29:56 main:574] : INFO : Epoch 1651 | loss: 0.0311029 | val_loss: 0.0311416 | Time: 1969.73 ms
[2022-04-11 10:29:58 main:574] : INFO : Epoch 1652 | loss: 0.0311038 | val_loss: 0.0311406 | Time: 1952.7 ms
[2022-04-11 10:30:00 main:574] : INFO : Epoch 1653 | loss: 0.0311045 | val_loss: 0.0311402 | Time: 1953.17 ms
[2022-04-11 10:30:02 main:574] : INFO : Epoch 1654 | loss: 0.0311023 | val_loss: 0.0311496 | Time: 1956.36 ms
[2022-04-11 10:30:04 main:574] : INFO : Epoch 1655 | loss: 0.0311071 | val_loss: 0.031151 | Time: 1958.85 ms
[2022-04-11 10:30:06 main:574] : INFO : Epoch 1656 | loss: 0.0311067 | val_loss: 0.0311425 | Time: 1968.67 ms
[2022-04-11 10:30:08 main:574] : INFO : Epoch 1657 | loss: 0.03111 | val_loss: 0.0311416 | Time: 1987.81 ms
[2022-04-11 10:30:10 main:574] : INFO : Epoch 1658 | loss: 0.0311064 | val_loss: 0.0311452 | Time: 2039.05 ms
[2022-04-11 10:30:12 main:574] : INFO : Epoch 1659 | loss: 0.0311041 | val_loss: 0.0311422 | Time: 1946.95 ms
[2022-04-11 10:30:14 main:574] : INFO : Epoch 1660 | loss: 0.0311053 | val_loss: 0.0311438 | Time: 1938.64 ms
[2022-04-11 10:30:16 main:574] : INFO : Epoch 1661 | loss: 0.031106 | val_loss: 0.031141 | Time: 1982.32 ms
[2022-04-11 10:30:18 main:574] : INFO : Epoch 1662 | loss: 0.0311061 | val_loss: 0.0311458 | Time: 2006.84 ms
[2022-04-11 10:30:20 main:574] : INFO : Epoch 1663 | loss: 0.0311034 | val_loss: 0.0311462 | Time: 1995.92 ms
[2022-04-11 10:30:22 main:574] : INFO : Epoch 1664 | loss: 0.0311065 | val_loss: 0.0311428 | Time: 1961.07 ms
[2022-04-11 10:30:24 main:574] : INFO : Epoch 1665 | loss: 0.0311065 | val_loss: 0.0311404 | Time: 1960.49 ms
[2022-04-11 10:30:26 main:574] : INFO : Epoch 1666 | loss: 0.0311034 | val_loss: 0.0311517 | Time: 2074.45 ms
[2022-04-11 10:30:28 main:574] : INFO : Epoch 1667 | loss: 0.0311042 | val_loss: 0.0311405 | Time: 1915.96 ms
[2022-04-11 10:30:30 main:574] : INFO : Epoch 1668 | loss: 0.0311058 | val_loss: 0.0311384 | Time: 1990.43 ms
[2022-04-11 10:30:32 main:574] : INFO : Epoch 1669 | loss: 0.0311033 | val_loss: 0.0311404 | Time: 1980.7 ms
[2022-04-11 10:30:34 main:574] : INFO : Epoch 1670 | loss: 0.0311034 | val_loss: 0.0311411 | Time: 1965.8 ms
[2022-04-11 10:30:36 main:574] : INFO : Epoch 1671 | loss: 0.0311037 | val_loss: 0.0311424 | Time: 1960.07 ms
[2022-04-11 10:30:38 main:574] : INFO : Epoch 1672 | loss: 0.031103 | val_loss: 0.0311486 | Time: 1933.15 ms
[2022-04-11 10:30:40 main:574] : INFO : Epoch 1673 | loss: 0.0311026 | val_loss: 0.0311467 | Time: 1957.69 ms
[2022-04-11 10:30:42 main:574] : INFO : Epoch 1674 | loss: 0.031107 | val_loss: 0.0311506 | Time: 2035.7 ms
[2022-04-11 10:30:44 main:574] : INFO : Epoch 1675 | loss: 0.0311055 | val_loss: 0.0311399 | Time: 1972.56 ms
[2022-04-11 10:30:46 main:574] : INFO : Epoch 1676 | loss: 0.0311041 | val_loss: 0.0311409 | Time: 2026 ms
[2022-04-11 10:30:48 main:574] : INFO : Epoch 1677 | loss: 0.0311037 | val_loss: 0.0311473 | Time: 1962.12 ms
[2022-04-11 10:30:50 main:574] : INFO : Epoch 1678 | loss: 0.0311049 | val_loss: 0.031142 | Time: 1932.66 ms
[2022-04-11 10:30:51 main:574] : INFO : Epoch 1679 | loss: 0.0311112 | val_loss: 0.0311411 | Time: 1974.42 ms
[2022-04-11 10:30:53 main:574] : INFO : Epoch 1680 | loss: 0.0311124 | val_loss: 0.0311383 | Time: 1994.77 ms
[2022-04-11 10:30:55 main:574] : INFO : Epoch 1681 | loss: 0.0311134 | val_loss: 0.0311364 | Time: 1963.17 ms
[2022-04-11 10:30:57 main:574] : INFO : Epoch 1682 | loss: 0.0311065 | val_loss: 0.0311451 | Time: 2026.63 ms
[2022-04-11 10:30:59 main:574] : INFO : Epoch 1683 | loss: 0.0311044 | val_loss: 0.0311414 | Time: 1973.09 ms
[2022-04-11 10:31:01 main:574] : INFO : Epoch 1684 | loss: 0.0311026 | val_loss: 0.0311535 | Time: 1998.48 ms
[2022-04-11 10:31:03 main:574] : INFO : Epoch 1685 | loss: 0.031103 | val_loss: 0.0311463 | Time: 1989.66 ms
[2022-04-11 10:31:05 main:574] : INFO : Epoch 1686 | loss: 0.0310999 | val_loss: 0.031142 | Time: 1977.65 ms
[2022-04-11 10:31:07 main:574] : INFO : Epoch 1687 | loss: 0.0311009 | val_loss: 0.0311469 | Time: 1949.03 ms
[2022-04-11 10:31:09 main:574] : INFO : Epoch 1688 | loss: 0.0311033 | val_loss: 0.0311499 | Time: 1973.03 ms
[2022-04-11 10:31:11 main:574] : INFO : Epoch 1689 | loss: 0.0311065 | val_loss: 0.0311446 | Time: 1924.78 ms
[2022-04-11 10:31:13 main:574] : INFO : Epoch 1690 | loss: 0.0311044 | val_loss: 0.0311461 | Time: 1973.05 ms
[2022-04-11 10:31:15 main:574] : INFO : Epoch 1691 | loss: 0.0311025 | val_loss: 0.0311444 | Time: 1953.43 ms
[2022-04-11 10:31:17 main:574] : INFO : Epoch 1692 | loss: 0.0311048 | val_loss: 0.0311468 | Time: 1968.75 ms
[2022-04-11 10:31:19 main:574] : INFO : Epoch 1693 | loss: 0.0311094 | val_loss: 0.0311378 | Time: 1986.39 ms
[2022-04-11 10:31:21 main:574] : INFO : Epoch 1694 | loss: 0.0311144 | val_loss: 0.0311412 | Time: 1980.66 ms
[2022-04-11 10:31:23 main:574] : INFO : Epoch 1695 | loss: 0.0311104 | val_loss: 0.0311467 | Time: 1952.22 ms
[2022-04-11 10:31:25 main:574] : INFO : Epoch 1696 | loss: 0.0311102 | val_loss: 0.0311387 | Time: 1980.3 ms
[2022-04-11 10:31:27 main:574] : INFO : Epoch 1697 | loss: 0.0311076 | val_loss: 0.0311409 | Time: 1912.6 ms
[2022-04-11 10:31:29 main:574] : INFO : Epoch 1698 | loss: 0.0311085 | val_loss: 0.0311416 | Time: 1931.41 ms
[2022-04-11 10:31:31 main:574] : INFO : Epoch 1699 | loss: 0.0311052 | val_loss: 0.0311451 | Time: 1988.22 ms
[2022-04-11 10:31:33 main:574] : INFO : Epoch 1700 | loss: 0.0311026 | val_loss: 0.0311519 | Time: 2018.7 ms
[2022-04-11 10:31:35 main:574] : INFO : Epoch 1701 | loss: 0.0311072 | val_loss: 0.0311513 | Time: 1949.51 ms
[2022-04-11 10:31:37 main:574] : INFO : Epoch 1702 | loss: 0.0311096 | val_loss: 0.0311536 | Time: 1960.41 ms
[2022-04-11 10:31:39 main:574] : INFO : Epoch 1703 | loss: 0.0311106 | val_loss: 0.0311467 | Time: 1923.02 ms
[2022-04-11 10:31:41 main:574] : INFO : Epoch 1704 | loss: 0.0311025 | val_loss: 0.031147 | Time: 1977.37 ms
[2022-04-11 10:31:43 main:574] : INFO : Epoch 1705 | loss: 0.0311024 | val_loss: 0.0311469 | Time: 1957.11 ms
[2022-04-11 10:31:45 main:574] : INFO : Epoch 1706 | loss: 0.0311024 | val_loss: 0.0311447 | Time: 1968.97 ms
[2022-04-11 10:31:47 main:574] : INFO : Epoch 1707 | loss: 0.0311013 | val_loss: 0.0311472 | Time: 1936.15 ms
[2022-04-11 10:31:49 main:574] : INFO : Epoch 1708 | loss: 0.0311012 | val_loss: 0.0311463 | Time: 1985.71 ms
[2022-04-11 10:31:51 main:574] : INFO : Epoch 1709 | loss: 0.0311019 | val_loss: 0.0311471 | Time: 1974.47 ms
[2022-04-11 10:31:53 main:574] : INFO : Epoch 1710 | loss: 0.0311066 | val_loss: 0.031156 | Time: 1946.5 ms
[2022-04-11 10:31:55 main:574] : INFO : Epoch 1711 | loss: 0.0311074 | val_loss: 0.0311489 | Time: 2006.88 ms
[2022-04-11 10:31:57 main:574] : INFO : Epoch 1712 | loss: 0.031108 | val_loss: 0.0311447 | Time: 1967.58 ms
[2022-04-11 10:31:59 main:574] : INFO : Epoch 1713 | loss: 0.0311121 | val_loss: 0.031138 | Time: 2017.99 ms
[2022-04-11 10:32:01 main:574] : INFO : Epoch 1714 | loss: 0.0311068 | val_loss: 0.0311436 | Time: 1968.37 ms
[2022-04-11 10:32:03 main:574] : INFO : Epoch 1715 | loss: 0.0311032 | val_loss: 0.0311467 | Time: 1937.07 ms
[2022-04-11 10:32:04 main:574] : INFO : Epoch 1716 | loss: 0.0311036 | val_loss: 0.0311426 | Time: 1923.27 ms
[2022-04-11 10:32:06 main:574] : INFO : Epoch 1717 | loss: 0.0311046 | val_loss: 0.0311448 | Time: 1955.02 ms
[2022-04-11 10:32:08 main:574] : INFO : Epoch 1718 | loss: 0.0311015 | val_loss: 0.0311462 | Time: 1989.69 ms
[2022-04-11 10:32:10 main:574] : INFO : Epoch 1719 | loss: 0.0311014 | val_loss: 0.0311467 | Time: 1938.41 ms
[2022-04-11 10:32:12 main:574] : INFO : Epoch 1720 | loss: 0.031103 | val_loss: 0.0311454 | Time: 1996.83 ms
[2022-04-11 10:32:14 main:574] : INFO : Epoch 1721 | loss: 0.0311017 | val_loss: 0.0311491 | Time: 2021.51 ms
[2022-04-11 10:32:16 main:574] : INFO : Epoch 1722 | loss: 0.0311021 | val_loss: 0.0311454 | Time: 2010.76 ms
[2022-04-11 10:32:18 main:574] : INFO : Epoch 1723 | loss: 0.0311014 | val_loss: 0.0311522 | Time: 1990.16 ms
[2022-04-11 10:32:20 main:574] : INFO : Epoch 1724 | loss: 0.0311039 | val_loss: 0.0311513 | Time: 1974 ms
[2022-04-11 10:32:22 main:574] : INFO : Epoch 1725 | loss: 0.0311008 | val_loss: 0.0311497 | Time: 1975.12 ms
[2022-04-11 10:32:24 main:574] : INFO : Epoch 1726 | loss: 0.0310986 | val_loss: 0.0311484 | Time: 1979.59 ms
[2022-04-11 10:32:26 main:574] : INFO : Epoch 1727 | loss: 0.031101 | val_loss: 0.0311449 | Time: 1988.28 ms
[2022-04-11 10:32:28 main:574] : INFO : Epoch 1728 | loss: 0.0311009 | val_loss: 0.0311437 | Time: 2050.07 ms
[2022-04-11 10:32:30 main:574] : INFO : Epoch 1729 | loss: 0.0311064 | val_loss: 0.0311461 | Time: 1941.14 ms
[2022-04-11 10:32:32 main:574] : INFO : Epoch 1730 | loss: 0.0311103 | val_loss: 0.0311442 | Time: 1923.95 ms
[2022-04-11 10:32:34 main:574] : INFO : Epoch 1731 | loss: 0.031107 | val_loss: 0.031143 | Time: 2006.3 ms
[2022-04-11 10:32:36 main:574] : INFO : Epoch 1732 | loss: 0.0311054 | val_loss: 0.0311457 | Time: 2015.99 ms
[2022-04-11 10:32:38 main:574] : INFO : Epoch 1733 | loss: 0.0311067 | val_loss: 0.0311446 | Time: 1978.28 ms
[2022-04-11 10:32:40 main:574] : INFO : Epoch 1734 | loss: 0.031109 | val_loss: 0.0311401 | Time: 2009.18 ms
[2022-04-11 10:32:42 main:574] : INFO : Epoch 1735 | loss: 0.0311082 | val_loss: 0.0311469 | Time: 2067.24 ms
[2022-04-11 10:32:44 main:574] : INFO : Epoch 1736 | loss: 0.0311073 | val_loss: 0.0311418 | Time: 2016.16 ms
[2022-04-11 10:32:46 main:574] : INFO : Epoch 1737 | loss: 0.0311069 | val_loss: 0.0311458 | Time: 2005.48 ms
[2022-04-11 10:32:48 main:574] : INFO : Epoch 1738 | loss: 0.0311044 | val_loss: 0.0311481 | Time: 1999.09 ms
[2022-04-11 10:32:50 main:574] : INFO : Epoch 1739 | loss: 0.0311053 | val_loss: 0.0311427 | Time: 1936.29 ms
[2022-04-11 10:32:52 main:574] : INFO : Epoch 1740 | loss: 0.0311063 | val_loss: 0.0311416 | Time: 2000.73 ms
[2022-04-11 10:32:54 main:574] : INFO : Epoch 1741 | loss: 0.0311109 | val_loss: 0.0311526 | Time: 1995.6 ms
[2022-04-11 10:32:56 main:574] : INFO : Epoch 1742 | loss: 0.0311085 | val_loss: 0.0311503 | Time: 1996.77 ms
[2022-04-11 10:32:58 main:574] : INFO : Epoch 1743 | loss: 0.0311083 | val_loss: 0.0311425 | Time: 1942.06 ms
[2022-04-11 10:33:00 main:574] : INFO : Epoch 1744 | loss: 0.0311061 | val_loss: 0.0311396 | Time: 2024.92 ms
[2022-04-11 10:33:02 main:574] : INFO : Epoch 1745 | loss: 0.0311065 | val_loss: 0.0311414 | Time: 1980.83 ms
[2022-04-11 10:33:04 main:574] : INFO : Epoch 1746 | loss: 0.0311132 | val_loss: 0.0311417 | Time: 1963.69 ms
[2022-04-11 10:33:06 main:574] : INFO : Epoch 1747 | loss: 0.0311133 | val_loss: 0.0311379 | Time: 1936.34 ms
[2022-04-11 10:33:08 main:574] : INFO : Epoch 1748 | loss: 0.0311053 | val_loss: 0.0311393 | Time: 2033.73 ms
[2022-04-11 10:33:10 main:574] : INFO : Epoch 1749 | loss: 0.0311031 | val_loss: 0.0311454 | Time: 2006.12 ms
[2022-04-11 10:33:12 main:574] : INFO : Epoch 1750 | loss: 0.0311046 | val_loss: 0.0311363 | Time: 1986.78 ms
[2022-04-11 10:33:14 main:574] : INFO : Epoch 1751 | loss: 0.0311027 | val_loss: 0.0311427 | Time: 1937.86 ms
[2022-04-11 10:33:16 main:574] : INFO : Epoch 1752 | loss: 0.0311017 | val_loss: 0.0311449 | Time: 1967.7 ms
[2022-04-11 10:33:18 main:574] : INFO : Epoch 1753 | loss: 0.0311017 | val_loss: 0.0311398 | Time: 1919.42 ms
[2022-04-11 10:33:20 main:574] : INFO : Epoch 1754 | loss: 0.0311001 | val_loss: 0.0311475 | Time: 2029.68 ms
[2022-04-11 10:33:22 main:574] : INFO : Epoch 1755 | loss: 0.0311004 | val_loss: 0.0311402 | Time: 1967.68 ms
[2022-04-11 10:33:24 main:574] : INFO : Epoch 1756 | loss: 0.0311021 | val_loss: 0.0311445 | Time: 1954.58 ms
[2022-04-11 10:33:26 main:574] : INFO : Epoch 1757 | loss: 0.0310991 | val_loss: 0.0311497 | Time: 2054.24 ms
[2022-04-11 10:33:28 main:574] : INFO : Epoch 1758 | loss: 0.0311015 | val_loss: 0.0311413 | Time: 2232.78 ms
[2022-04-11 10:33:31 main:574] : INFO : Epoch 1759 | loss: 0.0311024 | val_loss: 0.0311492 | Time: 2117.38 ms
[2022-04-11 10:33:33 main:574] : INFO : Epoch 1760 | loss: 0.0311112 | val_loss: 0.0311487 | Time: 2140.1 ms
[2022-04-11 10:33:35 main:574] : INFO : Epoch 1761 | loss: 0.0311188 | val_loss: 0.0311431 | Time: 2224.08 ms
[2022-04-11 10:33:37 main:574] : INFO : Epoch 1762 | loss: 0.0311138 | val_loss: 0.0311433 | Time: 2016.85 ms
[2022-04-11 10:33:39 main:574] : INFO : Epoch 1763 | loss: 0.0311089 | val_loss: 0.031141 | Time: 2152.68 ms
[2022-04-11 10:33:41 main:574] : INFO : Epoch 1764 | loss: 0.0311065 | val_loss: 0.0311478 | Time: 2065.28 ms
[2022-04-11 10:33:43 main:574] : INFO : Epoch 1765 | loss: 0.0311066 | val_loss: 0.0311383 | Time: 2155.58 ms
[2022-04-11 10:33:45 main:574] : INFO : Epoch 1766 | loss: 0.0311031 | val_loss: 0.0311393 | Time: 2064.5 ms
[2022-04-11 10:33:48 main:574] : INFO : Epoch 1767 | loss: 0.0311045 | val_loss: 0.0311432 | Time: 2190.87 ms
[2022-04-11 10:33:50 main:574] : INFO : Epoch 1768 | loss: 0.0311038 | val_loss: 0.0311381 | Time: 2083.96 ms
[2022-04-11 10:33:52 main:574] : INFO : Epoch 1769 | loss: 0.0311009 | val_loss: 0.0311415 | Time: 2146.22 ms
[2022-04-11 10:33:54 main:574] : INFO : Epoch 1770 | loss: 0.0311027 | val_loss: 0.0311406 | Time: 2111.76 ms
[2022-04-11 10:33:56 main:574] : INFO : Epoch 1771 | loss: 0.0311118 | val_loss: 0.03115 | Time: 2113.28 ms
[2022-04-11 10:33:58 main:574] : INFO : Epoch 1772 | loss: 0.0311223 | val_loss: 0.0311518 | Time: 1960.15 ms
[2022-04-11 10:34:00 main:574] : INFO : Epoch 1773 | loss: 0.0311195 | val_loss: 0.0311551 | Time: 2033.72 ms
[2022-04-11 10:34:02 main:574] : INFO : Epoch 1774 | loss: 0.0311182 | val_loss: 0.0311486 | Time: 1948.59 ms
[2022-04-11 10:34:04 main:574] : INFO : Epoch 1775 | loss: 0.031115 | val_loss: 0.0311442 | Time: 2045.31 ms
[2022-04-11 10:34:06 main:574] : INFO : Epoch 1776 | loss: 0.0311094 | val_loss: 0.031142 | Time: 1973.43 ms
[2022-04-11 10:34:08 main:574] : INFO : Epoch 1777 | loss: 0.0311037 | val_loss: 0.0311466 | Time: 1979.38 ms
[2022-04-11 10:34:10 main:574] : INFO : Epoch 1778 | loss: 0.0311037 | val_loss: 0.031148 | Time: 1979.36 ms
[2022-04-11 10:34:12 main:574] : INFO : Epoch 1779 | loss: 0.0311025 | val_loss: 0.0311412 | Time: 1946.95 ms
[2022-04-11 10:34:14 main:574] : INFO : Epoch 1780 | loss: 0.0311033 | val_loss: 0.0311458 | Time: 1966.14 ms
[2022-04-11 10:34:16 main:574] : INFO : Epoch 1781 | loss: 0.0311054 | val_loss: 0.0311426 | Time: 1960 ms
[2022-04-11 10:34:18 main:574] : INFO : Epoch 1782 | loss: 0.0311067 | val_loss: 0.0311538 | Time: 1995.06 ms
[2022-04-11 10:34:20 main:574] : INFO : Epoch 1783 | loss: 0.0311034 | val_loss: 0.0311456 | Time: 1964.98 ms
[2022-04-11 10:34:22 main:574] : INFO : Epoch 1784 | loss: 0.0311008 | val_loss: 0.031147 | Time: 1970.54 ms
[2022-04-11 10:34:24 main:574] : INFO : Epoch 1785 | loss: 0.0311017 | val_loss: 0.0311434 | Time: 1986.23 ms
[2022-04-11 10:34:26 main:574] : INFO : Epoch 1786 | loss: 0.0311006 | val_loss: 0.031154 | Time: 1976.9 ms
[2022-04-11 10:34:28 main:574] : INFO : Epoch 1787 | loss: 0.0311036 | val_loss: 0.0311553 | Time: 1978.36 ms
[2022-04-11 10:34:30 main:574] : INFO : Epoch 1788 | loss: 0.0311042 | val_loss: 0.0311445 | Time: 1980.98 ms
[2022-04-11 10:34:32 main:574] : INFO : Epoch 1789 | loss: 0.0311009 | val_loss: 0.0311449 | Time: 1948.07 ms
[2022-04-11 10:34:34 main:574] : INFO : Epoch 1790 | loss: 0.0310998 | val_loss: 0.0311478 | Time: 1952.52 ms
[2022-04-11 10:34:36 main:574] : INFO : Epoch 1791 | loss: 0.0311103 | val_loss: 0.0311393 | Time: 1953 ms
[2022-04-11 10:34:38 main:574] : INFO : Epoch 1792 | loss: 0.0311113 | val_loss: 0.0311398 | Time: 1954.66 ms
[2022-04-11 10:34:40 main:574] : INFO : Epoch 1793 | loss: 0.0311112 | val_loss: 0.0311425 | Time: 1940.04 ms
[2022-04-11 10:34:41 main:574] : INFO : Epoch 1794 | loss: 0.0311096 | val_loss: 0.0311413 | Time: 1960.09 ms
[2022-04-11 10:34:43 main:574] : INFO : Epoch 1795 | loss: 0.0311082 | val_loss: 0.0311399 | Time: 1934.61 ms
[2022-04-11 10:34:45 main:574] : INFO : Epoch 1796 | loss: 0.0311061 | val_loss: 0.0311457 | Time: 1949.74 ms
[2022-04-11 10:34:47 main:574] : INFO : Epoch 1797 | loss: 0.0311095 | val_loss: 0.0311423 | Time: 1939.8 ms
[2022-04-11 10:34:49 main:574] : INFO : Epoch 1798 | loss: 0.0311102 | val_loss: 0.0311426 | Time: 1965.06 ms
[2022-04-11 10:34:51 main:574] : INFO : Epoch 1799 | loss: 0.0311063 | val_loss: 0.0311415 | Time: 1947.78 ms
[2022-04-11 10:34:53 main:574] : INFO : Epoch 1800 | loss: 0.0311051 | val_loss: 0.0311438 | Time: 1962.29 ms
[2022-04-11 10:34:55 main:574] : INFO : Epoch 1801 | loss: 0.0311047 | val_loss: 0.0311462 | Time: 1962.79 ms
[2022-04-11 10:34:57 main:574] : INFO : Epoch 1802 | loss: 0.0311037 | val_loss: 0.0311427 | Time: 2028.04 ms
[2022-04-11 10:34:59 main:574] : INFO : Epoch 1803 | loss: 0.0311029 | val_loss: 0.0311442 | Time: 2020.62 ms
[2022-04-11 10:35:01 main:574] : INFO : Epoch 1804 | loss: 0.0311063 | val_loss: 0.0311479 | Time: 1983.9 ms
[2022-04-11 10:35:03 main:574] : INFO : Epoch 1805 | loss: 0.0311124 | val_loss: 0.0311398 | Time: 1966.94 ms
[2022-04-11 10:35:05 main:574] : INFO : Epoch 1806 | loss: 0.0311113 | val_loss: 0.0311426 | Time: 1963.98 ms
[2022-04-11 10:35:07 main:574] : INFO : Epoch 1807 | loss: 0.0311105 | val_loss: 0.0311431 | Time: 1985.79 ms
[2022-04-11 10:35:09 main:574] : INFO : Epoch 1808 | loss: 0.0311069 | val_loss: 0.0311424 | Time: 1956.19 ms
[2022-04-11 10:35:11 main:574] : INFO : Epoch 1809 | loss: 0.0311046 | val_loss: 0.0311421 | Time: 1980.11 ms
[2022-04-11 10:35:13 main:574] : INFO : Epoch 1810 | loss: 0.0311016 | val_loss: 0.031147 | Time: 1979.36 ms
[2022-04-11 10:35:15 main:574] : INFO : Epoch 1811 | loss: 0.0311017 | val_loss: 0.0311475 | Time: 1971.61 ms
[2022-04-11 10:35:17 main:574] : INFO : Epoch 1812 | loss: 0.0310997 | val_loss: 0.0311427 | Time: 1961.02 ms
[2022-04-11 10:35:19 main:574] : INFO : Epoch 1813 | loss: 0.0311005 | val_loss: 0.0311444 | Time: 1976.73 ms
[2022-04-11 10:35:21 main:574] : INFO : Epoch 1814 | loss: 0.0311008 | val_loss: 0.0311455 | Time: 1933.02 ms
[2022-04-11 10:35:23 main:574] : INFO : Epoch 1815 | loss: 0.0310991 | val_loss: 0.0311467 | Time: 1991.25 ms
[2022-04-11 10:35:25 main:574] : INFO : Epoch 1816 | loss: 0.031103 | val_loss: 0.0311516 | Time: 1933.94 ms
[2022-04-11 10:35:27 main:574] : INFO : Epoch 1817 | loss: 0.0311073 | val_loss: 0.0311497 | Time: 2005.44 ms
[2022-04-11 10:35:29 main:574] : INFO : Epoch 1818 | loss: 0.0311073 | val_loss: 0.0311446 | Time: 2003.55 ms
[2022-04-11 10:35:31 main:574] : INFO : Epoch 1819 | loss: 0.0311026 | val_loss: 0.031143 | Time: 1981.85 ms
[2022-04-11 10:35:33 main:574] : INFO : Epoch 1820 | loss: 0.0310998 | val_loss: 0.0311438 | Time: 1975.42 ms
[2022-04-11 10:35:35 main:574] : INFO : Epoch 1821 | loss: 0.0311048 | val_loss: 0.0311397 | Time: 1995.81 ms
[2022-04-11 10:35:37 main:574] : INFO : Epoch 1822 | loss: 0.0311036 | val_loss: 0.03114 | Time: 2031.64 ms
[2022-04-11 10:35:39 main:574] : INFO : Epoch 1823 | loss: 0.0311104 | val_loss: 0.0311477 | Time: 1980.91 ms
[2022-04-11 10:35:41 main:574] : INFO : Epoch 1824 | loss: 0.0311419 | val_loss: 0.0311549 | Time: 2015.95 ms
[2022-04-11 10:35:43 main:574] : INFO : Epoch 1825 | loss: 0.031146 | val_loss: 0.0311619 | Time: 1967.51 ms
[2022-04-11 10:35:45 main:574] : INFO : Epoch 1826 | loss: 0.0311426 | val_loss: 0.0311496 | Time: 2022.17 ms
[2022-04-11 10:35:47 main:574] : INFO : Epoch 1827 | loss: 0.0311368 | val_loss: 0.0311435 | Time: 1974.09 ms
[2022-04-11 10:35:49 main:574] : INFO : Epoch 1828 | loss: 0.0311334 | val_loss: 0.0311394 | Time: 2007.15 ms
[2022-04-11 10:35:51 main:574] : INFO : Epoch 1829 | loss: 0.0311308 | val_loss: 0.0311393 | Time: 1962.1 ms
[2022-04-11 10:35:53 main:574] : INFO : Epoch 1830 | loss: 0.0311301 | val_loss: 0.0311411 | Time: 1998.91 ms
[2022-04-11 10:35:55 main:574] : INFO : Epoch 1831 | loss: 0.0311228 | val_loss: 0.0311393 | Time: 1972.95 ms
[2022-04-11 10:35:57 main:574] : INFO : Epoch 1832 | loss: 0.0311215 | val_loss: 0.0311435 | Time: 2002.69 ms
[2022-04-11 10:35:59 main:574] : INFO : Epoch 1833 | loss: 0.0311224 | val_loss: 0.031142 | Time: 1981.03 ms
[2022-04-11 10:36:01 main:574] : INFO : Epoch 1834 | loss: 0.0311184 | val_loss: 0.0311385 | Time: 2017.31 ms
[2022-04-11 10:36:03 main:574] : INFO : Epoch 1835 | loss: 0.0311173 | val_loss: 0.0311379 | Time: 1973.84 ms
[2022-04-11 10:36:05 main:574] : INFO : Epoch 1836 | loss: 0.0311182 | val_loss: 0.0311381 | Time: 1946.18 ms
[2022-04-11 10:36:07 main:574] : INFO : Epoch 1837 | loss: 0.0311194 | val_loss: 0.0311394 | Time: 1980.98 ms
[2022-04-11 10:36:09 main:574] : INFO : Epoch 1838 | loss: 0.0311158 | val_loss: 0.0311369 | Time: 1903.9 ms
[2022-04-11 10:36:11 main:574] : INFO : Epoch 1839 | loss: 0.0311152 | val_loss: 0.0311364 | Time: 2006.39 ms
[2022-04-11 10:36:13 main:574] : INFO : Epoch 1840 | loss: 0.031113 | val_loss: 0.0311383 | Time: 1937.6 ms
[2022-04-11 10:36:15 main:574] : INFO : Epoch 1841 | loss: 0.0311144 | val_loss: 0.0311442 | Time: 1999.29 ms
[2022-04-11 10:36:17 main:574] : INFO : Epoch 1842 | loss: 0.0311187 | val_loss: 0.0311445 | Time: 2016.66 ms
[2022-04-11 10:36:19 main:574] : INFO : Epoch 1843 | loss: 0.0311208 | val_loss: 0.0311402 | Time: 1967.87 ms
[2022-04-11 10:36:21 main:574] : INFO : Epoch 1844 | loss: 0.0311186 | val_loss: 0.0311384 | Time: 1937.43 ms
[2022-04-11 10:36:23 main:574] : INFO : Epoch 1845 | loss: 0.0311172 | val_loss: 0.0311455 | Time: 1986.35 ms
[2022-04-11 10:36:25 main:574] : INFO : Epoch 1846 | loss: 0.0311137 | val_loss: 0.0311414 | Time: 1964.53 ms
[2022-04-11 10:36:27 main:574] : INFO : Epoch 1847 | loss: 0.031112 | val_loss: 0.0311404 | Time: 2018.25 ms
[2022-04-11 10:36:29 main:574] : INFO : Epoch 1848 | loss: 0.0311122 | val_loss: 0.0311409 | Time: 1943.81 ms
[2022-04-11 10:36:31 main:574] : INFO : Epoch 1849 | loss: 0.0311139 | val_loss: 0.0311385 | Time: 2017.76 ms
[2022-04-11 10:36:33 main:574] : INFO : Epoch 1850 | loss: 0.0311121 | val_loss: 0.0311407 | Time: 2003.82 ms
[2022-04-11 10:36:34 main:574] : INFO : Epoch 1851 | loss: 0.031113 | val_loss: 0.0311427 | Time: 1944.08 ms
[2022-04-11 10:36:36 main:574] : INFO : Epoch 1852 | loss: 0.0311108 | val_loss: 0.0311389 | Time: 1963.21 ms
[2022-04-11 10:36:38 main:574] : INFO : Epoch 1853 | loss: 0.0311086 | val_loss: 0.031138 | Time: 1980.44 ms
[2022-04-11 10:36:40 main:574] : INFO : Epoch 1854 | loss: 0.0311113 | val_loss: 0.0311474 | Time: 1955.97 ms
[2022-04-11 10:36:42 main:574] : INFO : Epoch 1855 | loss: 0.0311151 | val_loss: 0.03114 | Time: 1984.21 ms
[2022-04-11 10:36:44 main:574] : INFO : Epoch 1856 | loss: 0.0311077 | val_loss: 0.0311416 | Time: 1952.22 ms
[2022-04-11 10:36:46 main:574] : INFO : Epoch 1857 | loss: 0.0311068 | val_loss: 0.0311459 | Time: 1955.25 ms
[2022-04-11 10:36:48 main:574] : INFO : Epoch 1858 | loss: 0.0311081 | val_loss: 0.0311392 | Time: 1982.7 ms
[2022-04-11 10:36:50 main:574] : INFO : Epoch 1859 | loss: 0.0311081 | val_loss: 0.0311423 | Time: 1957.28 ms
[2022-04-11 10:36:52 main:574] : INFO : Epoch 1860 | loss: 0.0311096 | val_loss: 0.0311493 | Time: 1938.51 ms
[2022-04-11 10:36:54 main:574] : INFO : Epoch 1861 | loss: 0.0311101 | val_loss: 0.031141 | Time: 1915.81 ms
[2022-04-11 10:36:56 main:574] : INFO : Epoch 1862 | loss: 0.0311072 | val_loss: 0.0311592 | Time: 2008.15 ms
[2022-04-11 10:36:58 main:574] : INFO : Epoch 1863 | loss: 0.0311096 | val_loss: 0.0311451 | Time: 1944.09 ms
[2022-04-11 10:37:00 main:574] : INFO : Epoch 1864 | loss: 0.0311084 | val_loss: 0.031143 | Time: 1955.07 ms
[2022-04-11 10:37:02 main:574] : INFO : Epoch 1865 | loss: 0.0311081 | val_loss: 0.0311417 | Time: 2007.02 ms
[2022-04-11 10:37:04 main:574] : INFO : Epoch 1866 | loss: 0.0311052 | val_loss: 0.0311377 | Time: 1963.56 ms
[2022-04-11 10:37:06 main:574] : INFO : Epoch 1867 | loss: 0.0311079 | val_loss: 0.0311467 | Time: 2003.05 ms
[2022-04-11 10:37:08 main:574] : INFO : Epoch 1868 | loss: 0.0311082 | val_loss: 0.0311431 | Time: 1943.71 ms
[2022-04-11 10:37:10 main:574] : INFO : Epoch 1869 | loss: 0.0311114 | val_loss: 0.0311396 | Time: 1981.19 ms
[2022-04-11 10:37:12 main:574] : INFO : Epoch 1870 | loss: 0.0311083 | val_loss: 0.0311405 | Time: 1917.61 ms
[2022-04-11 10:37:14 main:574] : INFO : Epoch 1871 | loss: 0.0311091 | val_loss: 0.0311418 | Time: 1988.98 ms
[2022-04-11 10:37:16 main:574] : INFO : Epoch 1872 | loss: 0.0311146 | val_loss: 0.0311356 | Time: 1938.39 ms
[2022-04-11 10:37:18 main:574] : INFO : Epoch 1873 | loss: 0.0311088 | val_loss: 0.0311439 | Time: 1964.08 ms
[2022-04-11 10:37:20 main:574] : INFO : Epoch 1874 | loss: 0.0311115 | val_loss: 0.0311427 | Time: 1963.68 ms
[2022-04-11 10:37:22 main:574] : INFO : Epoch 1875 | loss: 0.031109 | val_loss: 0.0311365 | Time: 1931.19 ms
[2022-04-11 10:37:24 main:574] : INFO : Epoch 1876 | loss: 0.0311079 | val_loss: 0.0311466 | Time: 1914.48 ms
[2022-04-11 10:37:26 main:574] : INFO : Epoch 1877 | loss: 0.0311085 | val_loss: 0.0311411 | Time: 1932.48 ms
[2022-04-11 10:37:27 main:574] : INFO : Epoch 1878 | loss: 0.0311054 | val_loss: 0.031142 | Time: 1933.26 ms
[2022-04-11 10:37:29 main:574] : INFO : Epoch 1879 | loss: 0.0311038 | val_loss: 0.0311437 | Time: 1995.51 ms
[2022-04-11 10:37:31 main:574] : INFO : Epoch 1880 | loss: 0.0311065 | val_loss: 0.0311454 | Time: 1957.79 ms
[2022-04-11 10:37:33 main:574] : INFO : Epoch 1881 | loss: 0.031108 | val_loss: 0.0311391 | Time: 1950.37 ms
[2022-04-11 10:37:35 main:574] : INFO : Epoch 1882 | loss: 0.0311053 | val_loss: 0.0311398 | Time: 1940.41 ms
[2022-04-11 10:37:37 main:574] : INFO : Epoch 1883 | loss: 0.0311046 | val_loss: 0.0311367 | Time: 1968.29 ms
[2022-04-11 10:37:39 main:574] : INFO : Epoch 1884 | loss: 0.0311047 | val_loss: 0.0311419 | Time: 1980.38 ms
[2022-04-11 10:37:41 main:574] : INFO : Epoch 1885 | loss: 0.0311038 | val_loss: 0.0311393 | Time: 1934.96 ms
[2022-04-11 10:37:43 main:574] : INFO : Epoch 1886 | loss: 0.031103 | val_loss: 0.0311416 | Time: 2023.91 ms
[2022-04-11 10:37:45 main:574] : INFO : Epoch 1887 | loss: 0.0311047 | val_loss: 0.0311372 | Time: 1988.46 ms
[2022-04-11 10:37:47 main:574] : INFO : Epoch 1888 | loss: 0.0311048 | val_loss: 0.0311376 | Time: 2161.76 ms
[2022-04-11 10:37:49 main:574] : INFO : Epoch 1889 | loss: 0.0311067 | val_loss: 0.031144 | Time: 2026.1 ms
[2022-04-11 10:37:52 main:574] : INFO : Epoch 1890 | loss: 0.0311078 | val_loss: 0.0311441 | Time: 2065.18 ms
[2022-04-11 10:37:53 main:574] : INFO : Epoch 1891 | loss: 0.0311062 | val_loss: 0.031141 | Time: 1942.49 ms
[2022-04-11 10:37:55 main:574] : INFO : Epoch 1892 | loss: 0.0311093 | val_loss: 0.0311415 | Time: 1972.58 ms
[2022-04-11 10:37:57 main:574] : INFO : Epoch 1893 | loss: 0.0311127 | val_loss: 0.0311368 | Time: 1970.07 ms
[2022-04-11 10:37:59 main:574] : INFO : Epoch 1894 | loss: 0.0311077 | val_loss: 0.0311376 | Time: 1976.62 ms
[2022-04-11 10:38:01 main:574] : INFO : Epoch 1895 | loss: 0.0311074 | val_loss: 0.0311392 | Time: 1980.84 ms
[2022-04-11 10:38:03 main:574] : INFO : Epoch 1896 | loss: 0.0311075 | val_loss: 0.0311382 | Time: 1961.16 ms
[2022-04-11 10:38:05 main:574] : INFO : Epoch 1897 | loss: 0.0311077 | val_loss: 0.031141 | Time: 1975.63 ms
[2022-04-11 10:38:07 main:574] : INFO : Epoch 1898 | loss: 0.031106 | val_loss: 0.0311412 | Time: 2018.25 ms
[2022-04-11 10:38:09 main:574] : INFO : Epoch 1899 | loss: 0.0311038 | val_loss: 0.0311387 | Time: 1976.96 ms
[2022-04-11 10:38:11 main:574] : INFO : Epoch 1900 | loss: 0.0311059 | val_loss: 0.0311392 | Time: 2002.81 ms
[2022-04-11 10:38:13 main:574] : INFO : Epoch 1901 | loss: 0.0311039 | val_loss: 0.031138 | Time: 1989.45 ms
[2022-04-11 10:38:15 main:574] : INFO : Epoch 1902 | loss: 0.0311053 | val_loss: 0.0311406 | Time: 1991.7 ms
[2022-04-11 10:38:17 main:574] : INFO : Epoch 1903 | loss: 0.0311098 | val_loss: 0.0311447 | Time: 1939.63 ms
[2022-04-11 10:38:19 main:574] : INFO : Epoch 1904 | loss: 0.0311077 | val_loss: 0.0311349 | Time: 1945.76 ms
[2022-04-11 10:38:21 main:574] : INFO : Epoch 1905 | loss: 0.0311039 | val_loss: 0.0311353 | Time: 1984.55 ms
[2022-04-11 10:38:23 main:574] : INFO : Epoch 1906 | loss: 0.0311077 | val_loss: 0.0311437 | Time: 1982.85 ms
[2022-04-11 10:38:25 main:574] : INFO : Epoch 1907 | loss: 0.0311045 | val_loss: 0.03114 | Time: 1997.31 ms
[2022-04-11 10:38:27 main:574] : INFO : Epoch 1908 | loss: 0.0311063 | val_loss: 0.0311384 | Time: 2032.5 ms
[2022-04-11 10:38:29 main:574] : INFO : Epoch 1909 | loss: 0.0311033 | val_loss: 0.031137 | Time: 1999.39 ms
[2022-04-11 10:38:31 main:574] : INFO : Epoch 1910 | loss: 0.0311057 | val_loss: 0.0311443 | Time: 1978.84 ms
[2022-04-11 10:38:33 main:574] : INFO : Epoch 1911 | loss: 0.0311038 | val_loss: 0.0311355 | Time: 1959.66 ms
[2022-04-11 10:38:35 main:574] : INFO : Epoch 1912 | loss: 0.031102 | val_loss: 0.0311343 | Time: 1985.64 ms
[2022-04-11 10:38:37 main:574] : INFO : Epoch 1913 | loss: 0.0311024 | val_loss: 0.0311357 | Time: 1965.05 ms
[2022-04-11 10:38:39 main:574] : INFO : Epoch 1914 | loss: 0.031105 | val_loss: 0.0311372 | Time: 1929.94 ms
[2022-04-11 10:38:41 main:574] : INFO : Epoch 1915 | loss: 0.0311009 | val_loss: 0.0311371 | Time: 1953.4 ms
[2022-04-11 10:38:43 main:574] : INFO : Epoch 1916 | loss: 0.0311002 | val_loss: 0.0311367 | Time: 2007.3 ms
[2022-04-11 10:38:45 main:574] : INFO : Epoch 1917 | loss: 0.031101 | val_loss: 0.0311416 | Time: 1956.54 ms
[2022-04-11 10:38:47 main:574] : INFO : Epoch 1918 | loss: 0.0311002 | val_loss: 0.0311389 | Time: 1962.04 ms
[2022-04-11 10:38:49 main:574] : INFO : Epoch 1919 | loss: 0.0311012 | val_loss: 0.0311373 | Time: 2052.62 ms
[2022-04-11 10:38:51 main:574] : INFO : Epoch 1920 | loss: 0.0311007 | val_loss: 0.0311388 | Time: 1955.64 ms
[2022-04-11 10:38:53 main:574] : INFO : Epoch 1921 | loss: 0.0311009 | val_loss: 0.0311334 | Time: 1964.64 ms
[2022-04-11 10:38:55 main:574] : INFO : Epoch 1922 | loss: 0.0311054 | val_loss: 0.0311334 | Time: 1983.11 ms
[2022-04-11 10:38:57 main:574] : INFO : Epoch 1923 | loss: 0.0311048 | val_loss: 0.0311459 | Time: 1935.39 ms
[2022-04-11 10:38:59 main:574] : INFO : Epoch 1924 | loss: 0.0311034 | val_loss: 0.0311366 | Time: 1966.22 ms
[2022-04-11 10:39:01 main:574] : INFO : Epoch 1925 | loss: 0.0311011 | val_loss: 0.0311343 | Time: 1987.15 ms
[2022-04-11 10:39:03 main:574] : INFO : Epoch 1926 | loss: 0.0311019 | val_loss: 0.0311344 | Time: 1984.75 ms
[2022-04-11 10:39:05 main:574] : INFO : Epoch 1927 | loss: 0.0310995 | val_loss: 0.0311366 | Time: 1986.28 ms
[2022-04-11 10:39:07 main:574] : INFO : Epoch 1928 | loss: 0.0311 | val_loss: 0.0311381 | Time: 1960.52 ms
[2022-04-11 10:39:09 main:574] : INFO : Epoch 1929 | loss: 0.0311012 | val_loss: 0.0311413 | Time: 2001.2 ms
[2022-04-11 10:39:11 main:574] : INFO : Epoch 1930 | loss: 0.031099 | val_loss: 0.0311346 | Time: 1963.83 ms
[2022-04-11 10:39:13 main:574] : INFO : Epoch 1931 | loss: 0.0310991 | val_loss: 0.0311363 | Time: 2041.23 ms
[2022-04-11 10:39:15 main:574] : INFO : Epoch 1932 | loss: 0.0310992 | val_loss: 0.0311379 | Time: 1933.23 ms
[2022-04-11 10:39:17 main:574] : INFO : Epoch 1933 | loss: 0.0310987 | val_loss: 0.0311349 | Time: 2015.94 ms
[2022-04-11 10:39:19 main:574] : INFO : Epoch 1934 | loss: 0.0310986 | val_loss: 0.0311441 | Time: 1936.71 ms
[2022-04-11 10:39:21 main:574] : INFO : Epoch 1935 | loss: 0.0311025 | val_loss: 0.0311398 | Time: 1983.81 ms
[2022-04-11 10:39:23 main:574] : INFO : Epoch 1936 | loss: 0.0310993 | val_loss: 0.0311333 | Time: 1944.95 ms
[2022-04-11 10:39:25 main:574] : INFO : Epoch 1937 | loss: 0.0311018 | val_loss: 0.0311312 | Time: 1960.92 ms
[2022-04-11 10:39:27 main:574] : INFO : Epoch 1938 | loss: 0.0311005 | val_loss: 0.0311341 | Time: 1917.18 ms
[2022-04-11 10:39:29 main:574] : INFO : Epoch 1939 | loss: 0.031099 | val_loss: 0.0311474 | Time: 1987.82 ms
[2022-04-11 10:39:31 main:574] : INFO : Epoch 1940 | loss: 0.0311035 | val_loss: 0.0311346 | Time: 1982.96 ms
[2022-04-11 10:39:32 main:574] : INFO : Epoch 1941 | loss: 0.0310984 | val_loss: 0.0311331 | Time: 1928.54 ms
[2022-04-11 10:39:34 main:574] : INFO : Epoch 1942 | loss: 0.031097 | val_loss: 0.0311383 | Time: 1935.62 ms
[2022-04-11 10:39:36 main:574] : INFO : Epoch 1943 | loss: 0.0310978 | val_loss: 0.0311405 | Time: 1990.57 ms
[2022-04-11 10:39:38 main:574] : INFO : Epoch 1944 | loss: 0.0310973 | val_loss: 0.0311347 | Time: 1971 ms
[2022-04-11 10:39:40 main:574] : INFO : Epoch 1945 | loss: 0.031099 | val_loss: 0.0311327 | Time: 1972.15 ms
[2022-04-11 10:39:42 main:574] : INFO : Epoch 1946 | loss: 0.0310985 | val_loss: 0.0311391 | Time: 1947.39 ms
[2022-04-11 10:39:44 main:574] : INFO : Epoch 1947 | loss: 0.0310971 | val_loss: 0.0311323 | Time: 2035.07 ms
[2022-04-11 10:39:46 main:574] : INFO : Epoch 1948 | loss: 0.0310968 | val_loss: 0.0311364 | Time: 1984.17 ms
[2022-04-11 10:39:48 main:574] : INFO : Epoch 1949 | loss: 0.0310991 | val_loss: 0.0311359 | Time: 1955.6 ms
[2022-04-11 10:39:50 main:574] : INFO : Epoch 1950 | loss: 0.0310996 | val_loss: 0.0311373 | Time: 1933.85 ms
[2022-04-11 10:39:52 main:574] : INFO : Epoch 1951 | loss: 0.0311057 | val_loss: 0.0311504 | Time: 1986.9 ms
[2022-04-11 10:39:54 main:574] : INFO : Epoch 1952 | loss: 0.0311045 | val_loss: 0.0311367 | Time: 1988.26 ms
[2022-04-11 10:39:56 main:574] : INFO : Epoch 1953 | loss: 0.0311024 | val_loss: 0.0311411 | Time: 1948.26 ms
[2022-04-11 10:39:58 main:574] : INFO : Epoch 1954 | loss: 0.0311044 | val_loss: 0.0311331 | Time: 1958.96 ms
[2022-04-11 10:40:00 main:574] : INFO : Epoch 1955 | loss: 0.0311022 | val_loss: 0.0311367 | Time: 1998.94 ms
[2022-04-11 10:40:02 main:574] : INFO : Epoch 1956 | loss: 0.0311167 | val_loss: 0.0311403 | Time: 1963.19 ms
[2022-04-11 10:40:04 main:574] : INFO : Epoch 1957 | loss: 0.0311148 | val_loss: 0.0311371 | Time: 1960.69 ms
[2022-04-11 10:40:06 main:574] : INFO : Epoch 1958 | loss: 0.0311172 | val_loss: 0.0311476 | Time: 1902.93 ms
[2022-04-11 10:40:08 main:574] : INFO : Epoch 1959 | loss: 0.0311129 | val_loss: 0.0311411 | Time: 1987.4 ms
[2022-04-11 10:40:10 main:574] : INFO : Epoch 1960 | loss: 0.031111 | val_loss: 0.0311368 | Time: 1972.42 ms
[2022-04-11 10:40:12 main:574] : INFO : Epoch 1961 | loss: 0.0311077 | val_loss: 0.0311329 | Time: 1968.36 ms
[2022-04-11 10:40:14 main:574] : INFO : Epoch 1962 | loss: 0.0311044 | val_loss: 0.0311375 | Time: 1982.67 ms
[2022-04-11 10:40:16 main:574] : INFO : Epoch 1963 | loss: 0.0311066 | val_loss: 0.0311471 | Time: 1940.95 ms
[2022-04-11 10:40:18 main:574] : INFO : Epoch 1964 | loss: 0.0311083 | val_loss: 0.0311362 | Time: 1934.69 ms
[2022-04-11 10:40:20 main:574] : INFO : Epoch 1965 | loss: 0.0311045 | val_loss: 0.03114 | Time: 1966.03 ms
[2022-04-11 10:40:22 main:574] : INFO : Epoch 1966 | loss: 0.0311078 | val_loss: 0.0311348 | Time: 2029.75 ms
[2022-04-11 10:40:24 main:574] : INFO : Epoch 1967 | loss: 0.03111 | val_loss: 0.0311352 | Time: 1955.31 ms
[2022-04-11 10:40:26 main:574] : INFO : Epoch 1968 | loss: 0.0311063 | val_loss: 0.0311401 | Time: 1976.83 ms
[2022-04-11 10:40:28 main:574] : INFO : Epoch 1969 | loss: 0.0311067 | val_loss: 0.0311366 | Time: 1981.43 ms
[2022-04-11 10:40:30 main:574] : INFO : Epoch 1970 | loss: 0.0311064 | val_loss: 0.0311412 | Time: 1931.23 ms
[2022-04-11 10:40:32 main:574] : INFO : Epoch 1971 | loss: 0.031102 | val_loss: 0.0311399 | Time: 1953.09 ms
[2022-04-11 10:40:34 main:574] : INFO : Epoch 1972 | loss: 0.0311005 | val_loss: 0.0311417 | Time: 1930.52 ms
[2022-04-11 10:40:36 main:574] : INFO : Epoch 1973 | loss: 0.0311031 | val_loss: 0.031142 | Time: 2015.76 ms
[2022-04-11 10:40:38 main:574] : INFO : Epoch 1974 | loss: 0.0311 | val_loss: 0.0311421 | Time: 1950.6 ms
[2022-04-11 10:40:40 main:574] : INFO : Epoch 1975 | loss: 0.0311003 | val_loss: 0.0311402 | Time: 1956.56 ms
[2022-04-11 10:40:41 main:574] : INFO : Epoch 1976 | loss: 0.0311033 | val_loss: 0.0311365 | Time: 1951.06 ms
[2022-04-11 10:40:43 main:574] : INFO : Epoch 1977 | loss: 0.031099 | val_loss: 0.0311377 | Time: 1937.19 ms
[2022-04-11 10:40:45 main:574] : INFO : Epoch 1978 | loss: 0.0310998 | val_loss: 0.0311489 | Time: 1979.97 ms
[2022-04-11 10:40:47 main:574] : INFO : Epoch 1979 | loss: 0.0311014 | val_loss: 0.0311368 | Time: 1982.51 ms
[2022-04-11 10:40:49 main:574] : INFO : Epoch 1980 | loss: 0.0311053 | val_loss: 0.0311407 | Time: 1950.61 ms
[2022-04-11 10:40:51 main:574] : INFO : Epoch 1981 | loss: 0.0311041 | val_loss: 0.0311391 | Time: 1952.05 ms
[2022-04-11 10:40:53 main:574] : INFO : Epoch 1982 | loss: 0.0311057 | val_loss: 0.0311442 | Time: 1967.7 ms
[2022-04-11 10:40:55 main:574] : INFO : Epoch 1983 | loss: 0.0311054 | val_loss: 0.0311465 | Time: 2030.35 ms
[2022-04-11 10:40:57 main:574] : INFO : Epoch 1984 | loss: 0.0311039 | val_loss: 0.0311408 | Time: 1989.25 ms
[2022-04-11 10:40:59 main:574] : INFO : Epoch 1985 | loss: 0.0311026 | val_loss: 0.0311358 | Time: 1973.49 ms
[2022-04-11 10:41:01 main:574] : INFO : Epoch 1986 | loss: 0.031107 | val_loss: 0.0311356 | Time: 1971.1 ms
[2022-04-11 10:41:03 main:574] : INFO : Epoch 1987 | loss: 0.0311059 | val_loss: 0.031138 | Time: 1943.15 ms
[2022-04-11 10:41:05 main:574] : INFO : Epoch 1988 | loss: 0.031103 | val_loss: 0.0311361 | Time: 2001.84 ms
[2022-04-11 10:41:07 main:574] : INFO : Epoch 1989 | loss: 0.0311046 | val_loss: 0.0311318 | Time: 1996.33 ms
[2022-04-11 10:41:09 main:574] : INFO : Epoch 1990 | loss: 0.0311078 | val_loss: 0.031138 | Time: 2003.91 ms
[2022-04-11 10:41:11 main:574] : INFO : Epoch 1991 | loss: 0.0311099 | val_loss: 0.0311447 | Time: 1948.04 ms
[2022-04-11 10:41:13 main:574] : INFO : Epoch 1992 | loss: 0.0311082 | val_loss: 0.0311361 | Time: 1977.51 ms
[2022-04-11 10:41:15 main:574] : INFO : Epoch 1993 | loss: 0.0311034 | val_loss: 0.0311377 | Time: 1939.19 ms
[2022-04-11 10:41:17 main:574] : INFO : Epoch 1994 | loss: 0.0311035 | val_loss: 0.0311395 | Time: 1971.19 ms
[2022-04-11 10:41:19 main:574] : INFO : Epoch 1995 | loss: 0.0311047 | val_loss: 0.0311376 | Time: 1972.63 ms
[2022-04-11 10:41:21 main:574] : INFO : Epoch 1996 | loss: 0.031104 | val_loss: 0.0311367 | Time: 1977.06 ms
[2022-04-11 10:41:23 main:574] : INFO : Epoch 1997 | loss: 0.031106 | val_loss: 0.0311403 | Time: 1963.12 ms
[2022-04-11 10:41:25 main:574] : INFO : Epoch 1998 | loss: 0.0311118 | val_loss: 0.0311331 | Time: 1951.93 ms
[2022-04-11 10:41:27 main:574] : INFO : Epoch 1999 | loss: 0.0311074 | val_loss: 0.031136 | Time: 1956.84 ms
[2022-04-11 10:41:29 main:574] : INFO : Epoch 2000 | loss: 0.0311047 | val_loss: 0.0311359 | Time: 1984.91 ms
[2022-04-11 10:41:31 main:574] : INFO : Epoch 2001 | loss: 0.0311045 | val_loss: 0.031136 | Time: 1943.58 ms
[2022-04-11 10:41:33 main:574] : INFO : Epoch 2002 | loss: 0.0311051 | val_loss: 0.0311347 | Time: 1973.01 ms
[2022-04-11 10:41:35 main:574] : INFO : Epoch 2003 | loss: 0.0311056 | val_loss: 0.0311357 | Time: 1954.53 ms
[2022-04-11 10:41:37 main:574] : INFO : Epoch 2004 | loss: 0.0311051 | val_loss: 0.0311369 | Time: 1949.08 ms
[2022-04-11 10:41:39 main:574] : INFO : Epoch 2005 | loss: 0.0311033 | val_loss: 0.031137 | Time: 1903.67 ms
[2022-04-11 10:41:41 main:574] : INFO : Epoch 2006 | loss: 0.0311066 | val_loss: 0.03114 | Time: 1995.52 ms
[2022-04-11 10:41:43 main:574] : INFO : Epoch 2007 | loss: 0.0311089 | val_loss: 0.031139 | Time: 1910.6 ms
[2022-04-11 10:41:45 main:574] : INFO : Epoch 2008 | loss: 0.0311129 | val_loss: 0.0311413 | Time: 1991.19 ms
[2022-04-11 10:41:46 main:574] : INFO : Epoch 2009 | loss: 0.0311248 | val_loss: 0.0311418 | Time: 1939.06 ms
[2022-04-11 10:41:48 main:574] : INFO : Epoch 2010 | loss: 0.0311225 | val_loss: 0.0311384 | Time: 1967.63 ms
[2022-04-11 10:41:50 main:574] : INFO : Epoch 2011 | loss: 0.0311227 | val_loss: 0.0311386 | Time: 1917.96 ms
[2022-04-11 10:41:52 main:574] : INFO : Epoch 2012 | loss: 0.0311258 | val_loss: 0.0311378 | Time: 2010.21 ms
[2022-04-11 10:41:54 main:574] : INFO : Epoch 2013 | loss: 0.0311203 | val_loss: 0.031138 | Time: 1935.94 ms
[2022-04-11 10:41:56 main:574] : INFO : Epoch 2014 | loss: 0.0311161 | val_loss: 0.0311502 | Time: 1948.58 ms
[2022-04-11 10:41:58 main:574] : INFO : Epoch 2015 | loss: 0.0311222 | val_loss: 0.0311567 | Time: 1978.81 ms
[2022-04-11 10:42:00 main:574] : INFO : Epoch 2016 | loss: 0.0312741 | val_loss: 0.0315751 | Time: 1931.27 ms
[2022-04-11 10:42:02 main:574] : INFO : Epoch 2017 | loss: 0.0318277 | val_loss: 0.0320607 | Time: 1952.76 ms
[2022-04-11 10:42:04 main:574] : INFO : Epoch 2018 | loss: 0.0313049 | val_loss: 0.0311766 | Time: 1960.69 ms
[2022-04-11 10:42:06 main:574] : INFO : Epoch 2019 | loss: 0.0311418 | val_loss: 0.0311429 | Time: 1939.65 ms
[2022-04-11 10:42:08 main:574] : INFO : Epoch 2020 | loss: 0.0311208 | val_loss: 0.031148 | Time: 1998.26 ms
[2022-04-11 10:42:10 main:574] : INFO : Epoch 2021 | loss: 0.0311129 | val_loss: 0.0311401 | Time: 1966.59 ms
[2022-04-11 10:42:12 main:574] : INFO : Epoch 2022 | loss: 0.0311119 | val_loss: 0.031141 | Time: 1998.63 ms
[2022-04-11 10:42:14 main:574] : INFO : Epoch 2023 | loss: 0.0311099 | val_loss: 0.0311413 | Time: 1993.94 ms
[2022-04-11 10:42:16 main:574] : INFO : Epoch 2024 | loss: 0.03111 | val_loss: 0.0311392 | Time: 2036.71 ms
[2022-04-11 10:42:18 main:574] : INFO : Epoch 2025 | loss: 0.0311109 | val_loss: 0.0311394 | Time: 2044.37 ms
[2022-04-11 10:42:20 main:574] : INFO : Epoch 2026 | loss: 0.0311091 | val_loss: 0.0311448 | Time: 1960.12 ms
[2022-04-11 10:42:22 main:574] : INFO : Epoch 2027 | loss: 0.0311085 | val_loss: 0.0311403 | Time: 1928.28 ms
[2022-04-11 10:42:24 main:574] : INFO : Epoch 2028 | loss: 0.0311076 | val_loss: 0.0311389 | Time: 2000.38 ms
[2022-04-11 10:42:26 main:574] : INFO : Epoch 2029 | loss: 0.031106 | val_loss: 0.0311409 | Time: 2007.64 ms
[2022-04-11 10:42:28 main:574] : INFO : Epoch 2030 | loss: 0.0311052 | val_loss: 0.0311375 | Time: 2033.14 ms
[2022-04-11 10:42:30 main:574] : INFO : Epoch 2031 | loss: 0.0311041 | val_loss: 0.0311364 | Time: 1983.18 ms
[2022-04-11 10:42:32 main:574] : INFO : Epoch 2032 | loss: 0.0311047 | val_loss: 0.0311344 | Time: 1961.89 ms
[2022-04-11 10:42:34 main:574] : INFO : Epoch 2033 | loss: 0.031106 | val_loss: 0.0311384 | Time: 1949.54 ms
[2022-04-11 10:42:36 main:574] : INFO : Epoch 2034 | loss: 0.0311056 | val_loss: 0.031137 | Time: 2032.38 ms
[2022-04-11 10:42:38 main:574] : INFO : Epoch 2035 | loss: 0.0311053 | val_loss: 0.0311417 | Time: 1905.68 ms
[2022-04-11 10:42:40 main:574] : INFO : Epoch 2036 | loss: 0.0311042 | val_loss: 0.0311392 | Time: 1990.07 ms
[2022-04-11 10:42:42 main:574] : INFO : Epoch 2037 | loss: 0.0311032 | val_loss: 0.0311416 | Time: 1943.37 ms
[2022-04-11 10:42:44 main:574] : INFO : Epoch 2038 | loss: 0.0311037 | val_loss: 0.031137 | Time: 1999.25 ms
[2022-04-11 10:42:46 main:574] : INFO : Epoch 2039 | loss: 0.0311045 | val_loss: 0.0311414 | Time: 1937.78 ms
[2022-04-11 10:42:48 main:574] : INFO : Epoch 2040 | loss: 0.0311213 | val_loss: 0.031142 | Time: 1958.03 ms
[2022-04-11 10:42:50 main:574] : INFO : Epoch 2041 | loss: 0.0311201 | val_loss: 0.0311389 | Time: 1959.62 ms
[2022-04-11 10:42:52 main:574] : INFO : Epoch 2042 | loss: 0.031113 | val_loss: 0.0311368 | Time: 1987.24 ms
[2022-04-11 10:42:54 main:574] : INFO : Epoch 2043 | loss: 0.0311112 | val_loss: 0.031135 | Time: 1949.55 ms
[2022-04-11 10:42:56 main:574] : INFO : Epoch 2044 | loss: 0.0311084 | val_loss: 0.0311369 | Time: 2006.96 ms
[2022-04-11 10:42:58 main:574] : INFO : Epoch 2045 | loss: 0.031108 | val_loss: 0.031139 | Time: 1912.87 ms
[2022-04-11 10:43:00 main:574] : INFO : Epoch 2046 | loss: 0.0311093 | val_loss: 0.031135 | Time: 2002.52 ms
[2022-04-11 10:43:02 main:574] : INFO : Epoch 2047 | loss: 0.0311098 | val_loss: 0.0311454 | Time: 1913.89 ms
[2022-04-11 10:43:04 main:574] : INFO : Epoch 2048 | loss: 0.0311059 | val_loss: 0.0311367 | Time: 1994.54 ms
[2022-04-11 10:43:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311367
[2022-04-11 10:43:04 main:603] : INFO : Saving end state to config to file
[2022-04-11 10:43:04 main:608] : INFO : Success, exiting..
10:43:04 (20468): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)