Task 14618641
| Name | ParityModified-1647044793-4318-2-0_1 |
| Workunit | 11035295 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 12 Apr 2022, 21:40:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 8 min 9 sec |
| CPU time | 1 hours 8 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1538 | loss: 0.0311378 | val_loss: 0.0311601 | Time: 1980.74 ms [2022-04-12 14:23:00 main:581] : INFO : Epoch 1539 | loss: 0.0311395 | val_loss: 0.0311574 | Time: 1974.44 ms [2022-04-12 14:23:02 main:581] : INFO : Epoch 1540 | loss: 0.0311384 | val_loss: 0.031157 | Time: 1924.11 ms [2022-04-12 14:23:04 main:581] : INFO : Epoch 1541 | loss: 0.0311366 | val_loss: 0.0311572 | Time: 1968.61 ms [2022-04-12 14:23:06 main:581] : INFO : Epoch 1542 | loss: 0.0311366 | val_loss: 0.0311548 | Time: 1998.91 ms [2022-04-12 14:23:08 main:581] : INFO : Epoch 1543 | loss: 0.0311343 | val_loss: 0.0311559 | Time: 1981.42 ms [2022-04-12 14:23:10 main:581] : INFO : Epoch 1544 | loss: 0.0311347 | val_loss: 0.0311589 | Time: 1972.74 ms [2022-04-12 14:23:12 main:581] : INFO : Epoch 1545 | loss: 0.0311377 | val_loss: 0.0311572 | Time: 1991.23 ms [2022-04-12 14:23:14 main:581] : INFO : Epoch 1546 | loss: 0.0311354 | val_loss: 0.0311565 | Time: 1950.53 ms [2022-04-12 14:23:16 main:581] : INFO : Epoch 1547 | loss: 0.031134 | val_loss: 0.0311561 | Time: 2000.48 ms [2022-04-12 14:23:18 main:581] : INFO : Epoch 1548 | loss: 0.0311357 | val_loss: 0.0311612 | Time: 1985.87 ms [2022-04-12 14:23:20 main:581] : INFO : Epoch 1549 | loss: 0.031136 | val_loss: 0.0311593 | Time: 1983.59 ms [2022-04-12 14:23:22 main:581] : INFO : Epoch 1550 | loss: 0.0311363 | val_loss: 0.0311583 | Time: 1985.67 ms [2022-04-12 14:23:24 main:581] : INFO : Epoch 1551 | loss: 0.0311354 | val_loss: 0.031155 | Time: 1969.59 ms [2022-04-12 14:23:26 main:581] : INFO : Epoch 1552 | loss: 0.0311337 | val_loss: 0.0311554 | Time: 1997.51 ms [2022-04-12 14:23:28 main:581] : INFO : Epoch 1553 | loss: 0.0311332 | val_loss: 0.0311562 | Time: 2009.07 ms [2022-04-12 14:23:30 main:581] : INFO : Epoch 1554 | loss: 0.0311327 | val_loss: 0.0311596 | Time: 2000.74 ms [2022-04-12 14:23:32 main:581] : INFO : Epoch 1555 | loss: 0.0311337 | val_loss: 0.0311541 | Time: 1997.59 ms [2022-04-12 14:23:34 main:581] : INFO : Epoch 1556 | loss: 0.0311327 | val_loss: 0.0311579 | Time: 1978.36 ms [2022-04-12 14:23:36 main:581] : INFO : Epoch 1557 | loss: 0.0311325 | val_loss: 0.0311562 | Time: 1897.33 ms [2022-04-12 14:23:38 main:581] : INFO : Epoch 1558 | loss: 0.0311317 | val_loss: 0.0311575 | Time: 1993.73 ms [2022-04-12 14:23:40 main:581] : INFO : Epoch 1559 | loss: 0.0311327 | val_loss: 0.0311574 | Time: 1971.38 ms [2022-04-12 14:23:42 main:581] : INFO : Epoch 1560 | loss: 0.0311371 | val_loss: 0.0311627 | Time: 1977.08 ms [2022-04-12 14:23:44 main:581] : INFO : Epoch 1561 | loss: 0.0311387 | val_loss: 0.0311573 | Time: 2008.28 ms [2022-04-12 14:23:46 main:581] : INFO : Epoch 1562 | loss: 0.0311364 | val_loss: 0.031154 | Time: 1982.91 ms [2022-04-12 14:23:48 main:581] : INFO : Epoch 1563 | loss: 0.0311351 | val_loss: 0.0311544 | Time: 1997.08 ms [2022-04-12 14:23:50 main:581] : INFO : Epoch 1564 | loss: 0.0311348 | val_loss: 0.0311582 | Time: 1989.91 ms [2022-04-12 14:23:52 main:581] : INFO : Epoch 1565 | loss: 0.0311339 | val_loss: 0.0311548 | Time: 1983.26 ms [2022-04-12 14:23:54 main:581] : INFO : Epoch 1566 | loss: 0.0311318 | val_loss: 0.0311545 | Time: 1941.75 ms [2022-04-12 14:23:56 main:581] : INFO : Epoch 1567 | loss: 0.0311319 | val_loss: 0.0311513 | Time: 1980.84 ms [2022-04-12 14:23:58 main:581] : INFO : Epoch 1568 | loss: 0.031131 | val_loss: 0.0311528 | Time: 2014.45 ms [2022-04-12 14:24:00 main:581] : INFO : Epoch 1569 | loss: 0.0311312 | val_loss: 0.0311547 | Time: 1996.84 ms [2022-04-12 14:24:02 main:581] : INFO : Epoch 1570 | loss: 0.0311345 | val_loss: 0.0311599 | Time: 1974.21 ms [2022-04-12 14:24:04 main:581] : INFO : Epoch 1571 | loss: 0.0311347 | val_loss: 0.031161 | Time: 1983.23 ms [2022-04-12 14:24:06 main:581] : INFO : Epoch 1572 | loss: 0.0311333 | val_loss: 0.0311556 | Time: 1995.76 ms [2022-04-12 14:24:08 main:581] : INFO : Epoch 1573 | loss: 0.0311319 | val_loss: 0.0311526 | Time: 2002.07 ms [2022-04-12 14:24:10 main:581] : INFO : Epoch 1574 | loss: 0.0311325 | val_loss: 0.0311546 | Time: 1974.75 ms [2022-04-12 14:24:12 main:581] : INFO : Epoch 1575 | loss: 0.0311335 | val_loss: 0.0311552 | Time: 1981.8 ms [2022-04-12 14:24:14 main:581] : INFO : Epoch 1576 | loss: 0.0311337 | val_loss: 0.0311552 | Time: 1991.31 ms [2022-04-12 14:24:16 main:581] : INFO : Epoch 1577 | loss: 0.0311329 | val_loss: 0.0311516 | Time: 1980.72 ms [2022-04-12 14:24:18 main:581] : INFO : Epoch 1578 | loss: 0.0311303 | val_loss: 0.0311536 | Time: 1949.52 ms [2022-04-12 14:24:19 main:581] : INFO : Epoch 1579 | loss: 0.0311296 | val_loss: 0.0311534 | Time: 1979.12 ms [2022-04-12 14:24:21 main:581] : INFO : Epoch 1580 | loss: 0.03113 | val_loss: 0.0311564 | Time: 1997.07 ms [2022-04-12 14:24:23 main:581] : INFO : Epoch 1581 | loss: 0.0311306 | val_loss: 0.0311561 | Time: 1994.87 ms [2022-04-12 14:24:25 main:581] : INFO : Epoch 1582 | loss: 0.0311309 | val_loss: 0.0311559 | Time: 1967.65 ms [2022-04-12 14:24:27 main:581] : INFO : Epoch 1583 | loss: 0.0311313 | val_loss: 0.0311596 | Time: 2005.49 ms [2022-04-12 14:24:29 main:581] : INFO : Epoch 1584 | loss: 0.0311318 | val_loss: 0.0311567 | Time: 1991.19 ms [2022-04-12 14:24:31 main:581] : INFO : Epoch 1585 | loss: 0.0311297 | val_loss: 0.0311576 | Time: 1996.73 ms [2022-04-12 14:24:33 main:581] : INFO : Epoch 1586 | loss: 0.0311313 | val_loss: 0.0311601 | Time: 1969.59 ms [2022-04-12 14:24:35 main:581] : INFO : Epoch 1587 | loss: 0.0311349 | val_loss: 0.0311677 | Time: 1987.22 ms [2022-04-12 14:24:37 main:581] : INFO : Epoch 1588 | loss: 0.031139 | val_loss: 0.0311577 | Time: 2000.78 ms [2022-04-12 14:24:39 main:581] : INFO : Epoch 1589 | loss: 0.0311385 | val_loss: 0.0311633 | Time: 1995.12 ms [2022-04-12 14:24:41 main:581] : INFO : Epoch 1590 | loss: 0.0311372 | val_loss: 0.0311595 | Time: 1987.19 ms [2022-04-12 14:24:43 main:581] : INFO : Epoch 1591 | loss: 0.0311404 | val_loss: 0.0311574 | Time: 1990.26 ms [2022-04-12 14:24:45 main:581] : INFO : Epoch 1592 | loss: 0.0311375 | val_loss: 0.031156 | Time: 1984.78 ms [2022-04-12 14:24:47 main:581] : INFO : Epoch 1593 | loss: 0.0311502 | val_loss: 0.0311527 | Time: 1988.6 ms [2022-04-12 14:24:49 main:581] : INFO : Epoch 1594 | loss: 0.0311469 | val_loss: 0.0311534 | Time: 1989.53 ms [2022-04-12 14:24:51 main:581] : INFO : Epoch 1595 | loss: 0.0311424 | val_loss: 0.0311516 | Time: 1985.97 ms [2022-04-12 14:24:53 main:581] : INFO : Epoch 1596 | loss: 0.0311402 | val_loss: 0.0311515 | Time: 1988.27 ms [2022-04-12 14:24:55 main:581] : INFO : Epoch 1597 | loss: 0.0311395 | val_loss: 0.0311528 | Time: 1990.6 ms [2022-04-12 14:24:57 main:581] : INFO : Epoch 1598 | loss: 0.0311391 | val_loss: 0.031153 | Time: 1993.42 ms [2022-04-12 14:24:59 main:581] : INFO : Epoch 1599 | loss: 0.0311412 | val_loss: 0.0311554 | Time: 1989.97 ms [2022-04-12 14:25:01 main:581] : INFO : Epoch 1600 | loss: 0.0311411 | val_loss: 0.0311592 | Time: 2013.44 ms [2022-04-12 14:25:03 main:581] : INFO : Epoch 1601 | loss: 0.0311506 | val_loss: 0.0311619 | Time: 2005.38 ms [2022-04-12 14:25:05 main:581] : INFO : Epoch 1602 | loss: 0.0311505 | val_loss: 0.0311648 | Time: 1987.52 ms [2022-04-12 14:25:07 main:581] : INFO : Epoch 1603 | loss: 0.0311488 | val_loss: 0.0311581 | Time: 1965.03 ms [2022-04-12 14:25:09 main:581] : INFO : Epoch 1604 | loss: 0.0311474 | val_loss: 0.0311562 | Time: 2001.39 ms [2022-04-12 14:25:11 main:581] : INFO : Epoch 1605 | loss: 0.0311444 | val_loss: 0.0311575 | Time: 1989.28 ms [2022-04-12 14:25:13 main:581] : INFO : Epoch 1606 | loss: 0.0311452 | val_loss: 0.0311564 | Time: 2000.73 ms [2022-04-12 14:25:15 main:581] : INFO : Epoch 1607 | loss: 0.0311442 | val_loss: 0.0311543 | Time: 1994.56 ms [2022-04-12 14:25:17 main:581] : INFO : Epoch 1608 | loss: 0.031143 | val_loss: 0.0311527 | Time: 1984.26 ms [2022-04-12 14:25:19 main:581] : INFO : Epoch 1609 | loss: 0.0311414 | val_loss: 0.0311563 | Time: 1975.39 ms [2022-04-12 14:25:21 main:581] : INFO : Epoch 1610 | loss: 0.031142 | val_loss: 0.0311534 | Time: 1984.19 ms [2022-04-12 14:25:23 main:581] : INFO : Epoch 1611 | loss: 0.031144 | val_loss: 0.0311576 | Time: 2012.97 ms [2022-04-12 14:25:25 main:581] : INFO : Epoch 1612 | loss: 0.0311408 | val_loss: 0.0311548 | Time: 1979.38 ms [2022-04-12 14:25:27 main:581] : INFO : Epoch 1613 | loss: 0.0311407 | val_loss: 0.0311545 | Time: 1994.52 ms [2022-04-12 14:25:29 main:581] : INFO : Epoch 1614 | loss: 0.0311384 | val_loss: 0.0311552 | Time: 1995.8 ms [2022-04-12 14:25:31 main:581] : INFO : Epoch 1615 | loss: 0.0311375 | val_loss: 0.0311568 | Time: 1997.26 ms [2022-04-12 14:25:33 main:581] : INFO : Epoch 1616 | loss: 0.0311375 | val_loss: 0.0311589 | Time: 1953.84 ms [2022-04-12 14:25:35 main:581] : INFO : Epoch 1617 | loss: 0.0311378 | val_loss: 0.0311574 | Time: 1948.7 ms [2022-04-12 14:25:37 main:581] : INFO : Epoch 1618 | loss: 0.0311397 | val_loss: 0.0311564 | Time: 1987.97 ms [2022-04-12 14:25:39 main:581] : INFO : Epoch 1619 | loss: 0.0311404 | val_loss: 0.0311523 | Time: 1972.96 ms [2022-04-12 14:25:41 main:581] : INFO : Epoch 1620 | loss: 0.0311371 | val_loss: 0.0311531 | Time: 1986.32 ms [2022-04-12 14:25:43 main:581] : INFO : Epoch 1621 | loss: 0.031136 | val_loss: 0.0311546 | Time: 1988.69 ms [2022-04-12 14:25:45 main:581] : INFO : Epoch 1622 | loss: 0.0311371 | val_loss: 0.0311546 | Time: 1985.45 ms [2022-04-12 14:25:47 main:581] : INFO : Epoch 1623 | loss: 0.0311385 | val_loss: 0.0311567 | Time: 1982.78 ms [2022-04-12 14:25:49 main:581] : INFO : Epoch 1624 | loss: 0.0311363 | val_loss: 0.0311555 | Time: 2014.41 ms [2022-04-12 14:25:51 main:581] : INFO : Epoch 1625 | loss: 0.0311355 | val_loss: 0.0311526 | Time: 2021.72 ms [2022-04-12 14:25:53 main:581] : INFO : Epoch 1626 | loss: 0.0311377 | val_loss: 0.0311611 | Time: 1935.35 ms [2022-04-12 14:25:55 main:581] : INFO : Epoch 1627 | loss: 0.0311545 | val_loss: 0.031166 | Time: 1982.31 ms [2022-04-12 14:25:57 main:581] : INFO : Epoch 1628 | loss: 0.0311556 | val_loss: 0.0311596 | Time: 1986.72 ms [2022-04-12 14:25:59 main:581] : INFO : Epoch 1629 | loss: 0.0311497 | val_loss: 0.0311563 | Time: 2000.4 ms [2022-04-12 14:26:01 main:581] : INFO : Epoch 1630 | loss: 0.031148 | val_loss: 0.0311552 | Time: 2002.06 ms [2022-04-12 14:26:03 main:581] : INFO : Epoch 1631 | loss: 0.0311479 | val_loss: 0.0311569 | Time: 2008.47 ms [2022-04-12 14:26:05 main:581] : INFO : Epoch 1632 | loss: 0.0311468 | val_loss: 0.0311541 | Time: 2014.39 ms [2022-04-12 14:26:07 main:581] : INFO : Epoch 1633 | loss: 0.031145 | val_loss: 0.0311522 | Time: 1983.82 ms [2022-04-12 14:26:09 main:581] : INFO : Epoch 1634 | loss: 0.0311426 | val_loss: 0.0311573 | Time: 2014.84 ms [2022-04-12 14:26:11 main:581] : INFO : Epoch 1635 | loss: 0.0311483 | val_loss: 0.0311609 | Time: 1997.35 ms [2022-04-12 14:26:13 main:581] : INFO : Epoch 1636 | loss: 0.0311519 | val_loss: 0.0311649 | Time: 2005.31 ms [2022-04-12 14:26:15 main:581] : INFO : Epoch 1637 | loss: 0.0311489 | val_loss: 0.0311613 | Time: 1963.1 ms [2022-04-12 14:26:17 main:581] : INFO : Epoch 1638 | loss: 0.0311495 | val_loss: 0.031161 | Time: 1988.57 ms [2022-04-12 14:26:19 main:581] : INFO : Epoch 1639 | loss: 0.031151 | val_loss: 0.0311596 | Time: 2002.72 ms [2022-04-12 14:26:21 main:581] : INFO : Epoch 1640 | loss: 0.0311471 | val_loss: 0.0311547 | Time: 1975.71 ms [2022-04-12 14:26:23 main:581] : INFO : Epoch 1641 | loss: 0.0311431 | val_loss: 0.0311545 | Time: 1980.46 ms [2022-04-12 14:26:25 main:581] : INFO : Epoch 1642 | loss: 0.031144 | val_loss: 0.0311536 | Time: 2009.16 ms [2022-04-12 14:26:27 main:581] : INFO : Epoch 1643 | loss: 0.0311446 | val_loss: 0.0311549 | Time: 1998.06 ms [2022-04-12 14:26:29 main:581] : INFO : Epoch 1644 | loss: 0.0311422 | val_loss: 0.0311571 | Time: 1991.07 ms [2022-04-12 14:26:31 main:581] : INFO : Epoch 1645 | loss: 0.0311414 | val_loss: 0.0311564 | Time: 1960.54 ms [2022-04-12 14:26:33 main:581] : INFO : Epoch 1646 | loss: 0.0311407 | val_loss: 0.0311552 | Time: 2014.4 ms [2022-04-12 14:26:35 main:581] : INFO : Epoch 1647 | loss: 0.0311402 | val_loss: 0.0311547 | Time: 1981.18 ms [2022-04-12 14:26:37 main:581] : INFO : Epoch 1648 | loss: 0.0311409 | val_loss: 0.0311531 | Time: 2008.28 ms [2022-04-12 14:26:39 main:581] : INFO : Epoch 1649 | loss: 0.031139 | val_loss: 0.0311532 | Time: 1960.21 ms [2022-04-12 14:26:41 main:581] : INFO : Epoch 1650 | loss: 0.0311387 | val_loss: 0.0311539 | Time: 1996.2 ms [2022-04-12 14:26:43 main:581] : INFO : Epoch 1651 | loss: 0.0311385 | val_loss: 0.0311539 | Time: 1970.63 ms [2022-04-12 14:26:45 main:581] : INFO : Epoch 1652 | loss: 0.0311377 | val_loss: 0.0311543 | Time: 2003.75 ms [2022-04-12 14:26:47 main:581] : INFO : Epoch 1653 | loss: 0.0311384 | val_loss: 0.0311565 | Time: 1960.38 ms [2022-04-12 14:26:49 main:581] : INFO : Epoch 1654 | loss: 0.0311364 | val_loss: 0.0311529 | Time: 1974.97 ms [2022-04-12 14:26:51 main:581] : INFO : Epoch 1655 | loss: 0.0311407 | val_loss: 0.0311522 | Time: 1955.93 ms [2022-04-12 14:26:53 main:581] : INFO : Epoch 1656 | loss: 0.0311401 | val_loss: 0.0311539 | Time: 1996.78 ms [2022-04-12 14:26:55 main:581] : INFO : Epoch 1657 | loss: 0.0311398 | val_loss: 0.0311532 | Time: 1955.03 ms [2022-04-12 14:26:57 main:581] : INFO : Epoch 1658 | loss: 0.0311393 | val_loss: 0.0311563 | Time: 1956.02 ms [2022-04-12 14:26:59 main:581] : INFO : Epoch 1659 | loss: 0.0311406 | val_loss: 0.0311514 | Time: 1994.52 ms [2022-04-12 14:27:01 main:581] : INFO : Epoch 1660 | loss: 0.0311411 | val_loss: 0.0311508 | Time: 1940.28 ms [2022-04-12 14:27:02 main:581] : INFO : Epoch 1661 | loss: 0.0311422 | val_loss: 0.0311597 | Time: 1970.9 ms [2022-04-12 14:27:04 main:581] : INFO : Epoch 1662 | loss: 0.0311505 | val_loss: 0.0311608 | Time: 1962.25 ms [2022-04-12 14:27:06 main:581] : INFO : Epoch 1663 | loss: 0.031147 | val_loss: 0.0311545 | Time: 1982.23 ms [2022-04-12 14:27:08 main:581] : INFO : Epoch 1664 | loss: 0.0311431 | val_loss: 0.031153 | Time: 1973.99 ms [2022-04-12 14:27:10 main:581] : INFO : Epoch 1665 | loss: 0.0311404 | val_loss: 0.0311533 | Time: 1995.92 ms [2022-04-12 14:27:12 main:581] : INFO : Epoch 1666 | loss: 0.0311406 | val_loss: 0.0311528 | Time: 1929.72 ms [2022-04-12 14:27:14 main:581] : INFO : Epoch 1667 | loss: 0.0311392 | val_loss: 0.0311541 | Time: 1977.63 ms [2022-04-12 14:27:16 main:581] : INFO : Epoch 1668 | loss: 0.0311401 | val_loss: 0.0311559 | Time: 1979.32 ms [2022-04-12 14:27:18 main:581] : INFO : Epoch 1669 | loss: 0.0311426 | val_loss: 0.0311525 | Time: 1996.37 ms [2022-04-12 14:27:20 main:581] : INFO : Epoch 1670 | loss: 0.0311373 | val_loss: 0.0311517 | Time: 2005.52 ms [2022-04-12 14:27:22 main:581] : INFO : Epoch 1671 | loss: 0.0311361 | val_loss: 0.0311509 | Time: 2015.03 ms [2022-04-12 14:27:24 main:581] : INFO : Epoch 1672 | loss: 0.0311351 | val_loss: 0.0311509 | Time: 1975.41 ms [2022-04-12 14:27:26 main:581] : INFO : Epoch 1673 | loss: 0.0311356 | val_loss: 0.031155 | Time: 1983.53 ms [2022-04-12 14:27:28 main:581] : INFO : Epoch 1674 | loss: 0.0311372 | val_loss: 0.0311499 | Time: 2002.77 ms [2022-04-12 14:27:30 main:581] : INFO : Epoch 1675 | loss: 0.0311368 | val_loss: 0.031149 | Time: 2001.71 ms [2022-04-12 14:27:32 main:581] : INFO : Epoch 1676 | loss: 0.031134 | val_loss: 0.0311514 | Time: 1993.59 ms [2022-04-12 14:27:34 main:581] : INFO : Epoch 1677 | loss: 0.0311355 | val_loss: 0.0311496 | Time: 1988.32 ms [2022-04-12 14:27:36 main:581] : INFO : Epoch 1678 | loss: 0.0311366 | val_loss: 0.0311515 | Time: 1984.77 ms [2022-04-12 14:27:38 main:581] : INFO : Epoch 1679 | loss: 0.0311345 | val_loss: 0.0311505 | Time: 1994.35 ms [2022-04-12 14:27:40 main:581] : INFO : Epoch 1680 | loss: 0.0311336 | val_loss: 0.0311503 | Time: 2002.52 ms [2022-04-12 14:27:42 main:581] : INFO : Epoch 1681 | loss: 0.0311337 | val_loss: 0.0311507 | Time: 1981.94 ms [2022-04-12 14:27:44 main:581] : INFO : Epoch 1682 | loss: 0.031135 | val_loss: 0.0311541 | Time: 2003.9 ms [2022-04-12 14:27:46 main:581] : INFO : Epoch 1683 | loss: 0.031137 | val_loss: 0.0311512 | Time: 1985.97 ms [2022-04-12 14:27:48 main:581] : INFO : Epoch 1684 | loss: 0.0311356 | val_loss: 0.0311593 | Time: 1979.57 ms [2022-04-12 14:27:50 main:581] : INFO : Epoch 1685 | loss: 0.0311379 | val_loss: 0.0311556 | Time: 1977.19 ms [2022-04-12 14:27:52 main:581] : INFO : Epoch 1686 | loss: 0.031136 | val_loss: 0.0311519 | Time: 1991.59 ms [2022-04-12 14:27:54 main:581] : INFO : Epoch 1687 | loss: 0.0311357 | val_loss: 0.0311581 | Time: 1993.06 ms [2022-04-12 14:27:56 main:581] : INFO : Epoch 1688 | loss: 0.0311616 | val_loss: 0.0311688 | Time: 1996.44 ms [2022-04-12 14:27:58 main:581] : INFO : Epoch 1689 | loss: 0.0311666 | val_loss: 0.031164 | Time: 1979.58 ms [2022-04-12 14:28:00 main:581] : INFO : Epoch 1690 | loss: 0.0311623 | val_loss: 0.0311637 | Time: 1970.87 ms [2022-04-12 14:28:02 main:581] : INFO : Epoch 1691 | loss: 0.0311597 | val_loss: 0.0311651 | Time: 1993.85 ms [2022-04-12 14:28:04 main:581] : INFO : Epoch 1692 | loss: 0.0311575 | val_loss: 0.0311628 | Time: 1984.94 ms [2022-04-12 14:28:06 main:581] : INFO : Epoch 1693 | loss: 0.0311548 | val_loss: 0.0311607 | Time: 2020.86 ms [2022-04-12 14:28:08 main:581] : INFO : Epoch 1694 | loss: 0.0311532 | val_loss: 0.0311612 | Time: 1974.59 ms [2022-04-12 14:28:10 main:581] : INFO : Epoch 1695 | loss: 0.0311509 | val_loss: 0.0311617 | Time: 2018.14 ms [2022-04-12 14:28:12 main:581] : INFO : Epoch 1696 | loss: 0.0311501 | val_loss: 0.0311617 | Time: 2012.88 ms [2022-04-12 14:28:14 main:581] : INFO : Epoch 1697 | loss: 0.0311496 | val_loss: 0.0311579 | Time: 1989.3 ms [2022-04-12 14:28:16 main:581] : INFO : Epoch 1698 | loss: 0.0311494 | val_loss: 0.031159 | Time: 1999.72 ms [2022-04-12 14:28:18 main:581] : INFO : Epoch 1699 | loss: 0.0311487 | val_loss: 0.0311606 | Time: 1965.91 ms [2022-04-12 14:28:20 main:581] : INFO : Epoch 1700 | loss: 0.0311498 | val_loss: 0.0311594 | Time: 1970.54 ms [2022-04-12 14:28:22 main:581] : INFO : Epoch 1701 | loss: 0.0311478 | val_loss: 0.0311621 | Time: 1999.94 ms [2022-04-12 14:28:24 main:581] : INFO : Epoch 1702 | loss: 0.0311492 | val_loss: 0.0311606 | Time: 2009.75 ms [2022-04-12 14:28:26 main:581] : INFO : Epoch 1703 | loss: 0.0311475 | val_loss: 0.0311604 | Time: 1970 ms [2022-04-12 14:28:28 main:581] : INFO : Epoch 1704 | loss: 0.0311453 | val_loss: 0.0311586 | Time: 2033.65 ms [2022-04-12 14:28:30 main:581] : INFO : Epoch 1705 | loss: 0.0311448 | val_loss: 0.0311584 | Time: 1980.11 ms [2022-04-12 14:28:32 main:581] : INFO : Epoch 1706 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 2008.63 ms [2022-04-12 14:28:34 main:581] : INFO : Epoch 1707 | loss: 0.0311451 | val_loss: 0.0311581 | Time: 1963.46 ms [2022-04-12 14:28:36 main:581] : INFO : Epoch 1708 | loss: 0.0311469 | val_loss: 0.0311567 | Time: 1993.33 ms [2022-04-12 14:28:38 main:581] : INFO : Epoch 1709 | loss: 0.0311465 | val_loss: 0.0311607 | Time: 2017.27 ms [2022-04-12 14:28:40 main:581] : INFO : Epoch 1710 | loss: 0.0311475 | val_loss: 0.0311589 | Time: 1986.26 ms [2022-04-12 14:28:42 main:581] : INFO : Epoch 1711 | loss: 0.0311498 | val_loss: 0.0311611 | Time: 1973.66 ms [2022-04-12 14:28:44 main:581] : INFO : Epoch 1712 | loss: 0.0311461 | val_loss: 0.0311576 | Time: 2018.41 ms [2022-04-12 14:28:46 main:581] : INFO : Epoch 1713 | loss: 0.0311493 | val_loss: 0.0311613 | Time: 1993.75 ms [2022-04-12 14:28:48 main:581] : INFO : Epoch 1714 | loss: 0.0311476 | val_loss: 0.0311571 | Time: 1998.07 ms [2022-04-12 14:28:50 main:581] : INFO : Epoch 1715 | loss: 0.0311459 | val_loss: 0.0311596 | Time: 2006.36 ms [2022-04-12 14:28:52 main:581] : INFO : Epoch 1716 | loss: 0.0311441 | val_loss: 0.0311548 | Time: 1987.49 ms [2022-04-12 14:28:54 main:581] : INFO : Epoch 1717 | loss: 0.0311421 | val_loss: 0.0311598 | Time: 2005.05 ms [2022-04-12 14:28:56 main:581] : INFO : Epoch 1718 | loss: 0.031141 | val_loss: 0.0311535 | Time: 2013.14 ms [2022-04-12 14:28:58 main:581] : INFO : Epoch 1719 | loss: 0.0311417 | val_loss: 0.0311593 | Time: 1995.9 ms [2022-04-12 14:29:00 main:581] : INFO : Epoch 1720 | loss: 0.0311419 | val_loss: 0.0311549 | Time: 1984.13 ms [2022-04-12 14:29:02 main:581] : INFO : Epoch 1721 | loss: 0.0311414 | val_loss: 0.031154 | Time: 1998.51 ms [2022-04-12 14:29:04 main:581] : INFO : Epoch 1722 | loss: 0.03114 | val_loss: 0.0311539 | Time: 1984.86 ms [2022-04-12 14:29:06 main:581] : INFO : Epoch 1723 | loss: 0.0311393 | val_loss: 0.0311541 | Time: 2005.99 ms [2022-04-12 14:29:08 main:581] : INFO : Epoch 1724 | loss: 0.0311389 | val_loss: 0.0311638 | Time: 1988.03 ms [2022-04-12 14:29:10 main:581] : INFO : Epoch 1725 | loss: 0.0311535 | val_loss: 0.0311646 | Time: 1993.92 ms [2022-04-12 14:29:12 main:581] : INFO : Epoch 1726 | loss: 0.0311619 | val_loss: 0.0311597 | Time: 1986 ms [2022-04-12 14:29:14 main:581] : INFO : Epoch 1727 | loss: 0.0311614 | val_loss: 0.0311578 | Time: 2007.07 ms [2022-04-12 14:29:16 main:581] : INFO : Epoch 1728 | loss: 0.0311571 | val_loss: 0.0311592 | Time: 1991.47 ms [2022-04-12 14:29:18 main:581] : INFO : Epoch 1729 | loss: 0.0311537 | val_loss: 0.0311557 | Time: 2003.83 ms [2022-04-12 14:29:20 main:581] : INFO : Epoch 1730 | loss: 0.0311542 | val_loss: 0.0311626 | Time: 1937.65 ms [2022-04-12 14:29:22 main:581] : INFO : Epoch 1731 | loss: 0.0311565 | val_loss: 0.0311653 | Time: 1996.83 ms [2022-04-12 14:29:24 main:581] : INFO : Epoch 1732 | loss: 0.0311539 | val_loss: 0.0311548 | Time: 1977.62 ms [2022-04-12 14:29:26 main:581] : INFO : Epoch 1733 | loss: 0.0311499 | val_loss: 0.0311555 | Time: 1971.89 ms [2022-04-12 14:29:28 main:581] : INFO : Epoch 1734 | loss: 0.0311506 | val_loss: 0.0311552 | Time: 2001.15 ms [2022-04-12 14:29:30 main:581] : INFO : Epoch 1735 | loss: 0.0311484 | val_loss: 0.0311536 | Time: 1966.67 ms [2022-04-12 14:29:32 main:581] : INFO : Epoch 1736 | loss: 0.0311482 | val_loss: 0.0311538 | Time: 1984.62 ms [2022-04-12 14:29:34 main:581] : INFO : Epoch 1737 | loss: 0.0311484 | val_loss: 0.0311556 | Time: 1995.19 ms [2022-04-12 14:29:36 main:581] : INFO : Epoch 1738 | loss: 0.0311474 | val_loss: 0.0311528 | Time: 1941.67 ms [2022-04-12 14:29:38 main:581] : INFO : Epoch 1739 | loss: 0.0311489 | val_loss: 0.0311555 | Time: 2007.33 ms [2022-04-12 14:29:40 main:581] : INFO : Epoch 1740 | loss: 0.0311471 | val_loss: 0.0311532 | Time: 1963.73 ms [2022-04-12 14:29:42 main:581] : INFO : Epoch 1741 | loss: 0.0311485 | val_loss: 0.0311527 | Time: 2021.32 ms [2022-04-12 14:29:44 main:581] : INFO : Epoch 1742 | loss: 0.0311459 | val_loss: 0.0311493 | Time: 1961.5 ms [2022-04-12 14:29:46 main:581] : INFO : Epoch 1743 | loss: 0.0311432 | val_loss: 0.0311512 | Time: 2003.04 ms [2022-04-12 14:29:48 main:581] : INFO : Epoch 1744 | loss: 0.0311484 | val_loss: 0.0311498 | Time: 1997.05 ms [2022-04-12 14:29:50 main:581] : INFO : Epoch 1745 | loss: 0.0311489 | val_loss: 0.0311531 | Time: 1987.84 ms [2022-04-12 14:29:52 main:581] : INFO : Epoch 1746 | loss: 0.0311472 | val_loss: 0.031154 | Time: 2006.96 ms [2022-04-12 14:29:54 main:581] : INFO : Epoch 1747 | loss: 0.0311479 | val_loss: 0.031152 | Time: 2004.18 ms [2022-04-12 14:29:56 main:581] : INFO : Epoch 1748 | loss: 0.0311474 | val_loss: 0.0311512 | Time: 2007.73 ms [2022-04-12 14:29:58 main:581] : INFO : Epoch 1749 | loss: 0.0311477 | val_loss: 0.0311557 | Time: 1974.82 ms [2022-04-12 14:30:00 main:581] : INFO : Epoch 1750 | loss: 0.0311509 | val_loss: 0.0311541 | Time: 1989.88 ms [2022-04-12 14:30:02 main:581] : INFO : Epoch 1751 | loss: 0.0311468 | val_loss: 0.0311517 | Time: 2015.99 ms [2022-04-12 14:30:04 main:581] : INFO : Epoch 1752 | loss: 0.0311441 | val_loss: 0.0311522 | Time: 1968.55 ms [2022-04-12 14:30:06 main:581] : INFO : Epoch 1753 | loss: 0.0311423 | val_loss: 0.0311515 | Time: 1985.29 ms [2022-04-12 14:30:08 main:581] : INFO : Epoch 1754 | loss: 0.0311418 | val_loss: 0.0311504 | Time: 2006.68 ms [2022-04-12 14:30:10 main:581] : INFO : Epoch 1755 | loss: 0.0311419 | val_loss: 0.0311532 | Time: 1990.79 ms [2022-04-12 14:30:12 main:581] : INFO : Epoch 1756 | loss: 0.0311448 | val_loss: 0.0311538 | Time: 2002.62 ms [2022-04-12 14:30:14 main:581] : INFO : Epoch 1757 | loss: 0.0311431 | val_loss: 0.031152 | Time: 2006.44 ms [2022-04-12 14:30:16 main:581] : INFO : Epoch 1758 | loss: 0.0311422 | val_loss: 0.0311524 | Time: 1987.98 ms [2022-04-12 14:30:18 main:581] : INFO : Epoch 1759 | loss: 0.0311436 | val_loss: 0.0311532 | Time: 1984.14 ms [2022-04-12 14:30:20 main:581] : INFO : Epoch 1760 | loss: 0.0311451 | val_loss: 0.0311592 | Time: 1946.93 ms [2022-04-12 14:30:21 main:581] : INFO : Epoch 1761 | loss: 0.0311444 | val_loss: 0.0311544 | Time: 1955.43 ms [2022-04-12 14:30:23 main:581] : INFO : Epoch 1762 | loss: 0.0311416 | val_loss: 0.0311517 | Time: 1967.5 ms [2022-04-12 14:30:25 main:581] : INFO : Epoch 1763 | loss: 0.0311406 | val_loss: 0.0311518 | Time: 1998.3 ms [2022-04-12 14:30:27 main:581] : INFO : Epoch 1764 | loss: 0.0311387 | val_loss: 0.0311499 | Time: 2017.63 ms [2022-04-12 14:30:29 main:581] : INFO : Epoch 1765 | loss: 0.0311375 | val_loss: 0.0311516 | Time: 2005.55 ms [2022-04-12 14:30:31 main:581] : INFO : Epoch 1766 | loss: 0.0311378 | val_loss: 0.03115 | Time: 1949.82 ms [2022-04-12 14:30:33 main:581] : INFO : Epoch 1767 | loss: 0.0311385 | val_loss: 0.0311556 | Time: 1980.97 ms [2022-04-12 14:30:35 main:581] : INFO : Epoch 1768 | loss: 0.0311397 | val_loss: 0.0311514 | Time: 1985.99 ms [2022-04-12 14:30:37 main:581] : INFO : Epoch 1769 | loss: 0.0311379 | val_loss: 0.0311521 | Time: 1990.36 ms [2022-04-12 14:30:39 main:581] : INFO : Epoch 1770 | loss: 0.031138 | val_loss: 0.0311496 | Time: 1986.94 ms [2022-04-12 14:30:41 main:581] : INFO : Epoch 1771 | loss: 0.0311357 | val_loss: 0.0311527 | Time: 1969.76 ms [2022-04-12 14:30:43 main:581] : INFO : Epoch 1772 | loss: 0.0311349 | val_loss: 0.0311483 | Time: 1981.55 ms [2022-04-12 14:30:45 main:581] : INFO : Epoch 1773 | loss: 0.0311335 | val_loss: 0.031149 | Time: 1993.17 ms [2022-04-12 14:30:47 main:581] : INFO : Epoch 1774 | loss: 0.0311332 | val_loss: 0.0311504 | Time: 1965.41 ms [2022-04-12 14:30:49 main:581] : INFO : Epoch 1775 | loss: 0.0311343 | val_loss: 0.031154 | Time: 1971.66 ms [2022-04-12 14:30:51 main:581] : INFO : Epoch 1776 | loss: 0.0311333 | val_loss: 0.0311504 | Time: 1966.2 ms [2022-04-12 14:30:53 main:581] : INFO : Epoch 1777 | loss: 0.0311329 | val_loss: 0.0311511 | Time: 1974.03 ms [2022-04-12 14:30:55 main:581] : INFO : Epoch 1778 | loss: 0.0311371 | val_loss: 0.0311535 | Time: 1951.84 ms [2022-04-12 14:30:57 main:581] : INFO : Epoch 1779 | loss: 0.0311361 | val_loss: 0.0311508 | Time: 1991.13 ms [2022-04-12 14:30:59 main:581] : INFO : Epoch 1780 | loss: 0.0311387 | val_loss: 0.0311553 | Time: 1949.07 ms [2022-04-12 14:31:01 main:581] : INFO : Epoch 1781 | loss: 0.0311482 | val_loss: 0.0311483 | Time: 1990.3 ms [2022-04-12 14:31:03 main:581] : INFO : Epoch 1782 | loss: 0.0311486 | val_loss: 0.0311487 | Time: 1948.52 ms [2022-04-12 14:31:05 main:581] : INFO : Epoch 1783 | loss: 0.0311445 | val_loss: 0.0311475 | Time: 2013.19 ms [2022-04-12 14:31:07 main:581] : INFO : Epoch 1784 | loss: 0.0311419 | val_loss: 0.0311482 | Time: 1951.49 ms [2022-04-12 14:31:09 main:581] : INFO : Epoch 1785 | loss: 0.0311404 | val_loss: 0.0311464 | Time: 1943.4 ms [2022-04-12 14:31:11 main:581] : INFO : Epoch 1786 | loss: 0.0311413 | val_loss: 0.0311531 | Time: 1940.61 ms [2022-04-12 14:31:13 main:581] : INFO : Epoch 1787 | loss: 0.03114 | val_loss: 0.0311466 | Time: 1971.41 ms [2022-04-12 14:31:15 main:581] : INFO : Epoch 1788 | loss: 0.0311378 | val_loss: 0.0311507 | Time: 1927.42 ms [2022-04-12 14:31:17 main:581] : INFO : Epoch 1789 | loss: 0.0311447 | val_loss: 0.0311581 | Time: 1969.92 ms [2022-04-12 14:31:19 main:581] : INFO : Epoch 1790 | loss: 0.0311476 | val_loss: 0.0311662 | Time: 1970.25 ms [2022-04-12 14:31:21 main:581] : INFO : Epoch 1791 | loss: 0.031147 | val_loss: 0.0311501 | Time: 1961.44 ms [2022-04-12 14:31:23 main:581] : INFO : Epoch 1792 | loss: 0.0311381 | val_loss: 0.0311489 | Time: 1990.14 ms [2022-04-12 14:31:25 main:581] : INFO : Epoch 1793 | loss: 0.0311377 | val_loss: 0.0311484 | Time: 1931.33 ms [2022-04-12 14:31:27 main:581] : INFO : Epoch 1794 | loss: 0.031135 | val_loss: 0.0311463 | Time: 1963.35 ms [2022-04-12 14:31:29 main:581] : INFO : Epoch 1795 | loss: 0.0311363 | val_loss: 0.0311468 | Time: 1955.87 ms [2022-04-12 14:31:30 main:581] : INFO : Epoch 1796 | loss: 0.0311393 | val_loss: 0.031147 | Time: 1961.14 ms [2022-04-12 14:31:32 main:581] : INFO : Epoch 1797 | loss: 0.0311373 | val_loss: 0.0311477 | Time: 1969.92 ms [2022-04-12 14:31:34 main:581] : INFO : Epoch 1798 | loss: 0.0311363 | val_loss: 0.0311479 | Time: 1955.28 ms [2022-04-12 14:31:36 main:581] : INFO : Epoch 1799 | loss: 0.0311351 | val_loss: 0.0311454 | Time: 1979.06 ms [2022-04-12 14:31:38 main:581] : INFO : Epoch 1800 | loss: 0.031134 | val_loss: 0.0311467 | Time: 1962.41 ms [2022-04-12 14:31:40 main:581] : INFO : Epoch 1801 | loss: 0.0311346 | val_loss: 0.0311478 | Time: 1972.11 ms [2022-04-12 14:31:42 main:581] : INFO : Epoch 1802 | loss: 0.0311328 | val_loss: 0.0311487 | Time: 1949.43 ms [2022-04-12 14:31:44 main:581] : INFO : Epoch 1803 | loss: 0.0311339 | val_loss: 0.031151 | Time: 1953.86 ms [2022-04-12 14:31:46 main:581] : INFO : Epoch 1804 | loss: 0.0311338 | val_loss: 0.031149 | Time: 1961.55 ms [2022-04-12 14:31:48 main:581] : INFO : Epoch 1805 | loss: 0.0311331 | val_loss: 0.0311455 | Time: 1954.87 ms [2022-04-12 14:31:50 main:581] : INFO : Epoch 1806 | loss: 0.0311371 | val_loss: 0.0311537 | Time: 1977.96 ms [2022-04-12 14:31:52 main:581] : INFO : Epoch 1807 | loss: 0.0311436 | val_loss: 0.0311542 | Time: 1981.79 ms [2022-04-12 14:31:54 main:581] : INFO : Epoch 1808 | loss: 0.0311427 | val_loss: 0.0311511 | Time: 1976.97 ms [2022-04-12 14:31:56 main:581] : INFO : Epoch 1809 | loss: 0.0311381 | val_loss: 0.0311492 | Time: 1958.3 ms [2022-04-12 14:31:58 main:581] : INFO : Epoch 1810 | loss: 0.0311384 | val_loss: 0.0311527 | Time: 1977.53 ms [2022-04-12 14:32:00 main:581] : INFO : Epoch 1811 | loss: 0.0311377 | val_loss: 0.0311503 | Time: 1987.24 ms [2022-04-12 14:32:02 main:581] : INFO : Epoch 1812 | loss: 0.0311353 | val_loss: 0.0311519 | Time: 1941.63 ms [2022-04-12 14:32:04 main:581] : INFO : Epoch 1813 | loss: 0.0311369 | val_loss: 0.0311483 | Time: 1944.79 ms [2022-04-12 14:32:06 main:581] : INFO : Epoch 1814 | loss: 0.0311339 | val_loss: 0.0311484 | Time: 1988.26 ms [2022-04-12 14:32:08 main:581] : INFO : Epoch 1815 | loss: 0.0311344 | val_loss: 0.0311479 | Time: 1941.34 ms [2022-04-12 14:32:10 main:581] : INFO : Epoch 1816 | loss: 0.0311372 | val_loss: 0.0311472 | Time: 1946.16 ms [2022-04-12 14:32:12 main:581] : INFO : Epoch 1817 | loss: 0.0311348 | val_loss: 0.0311478 | Time: 1972.14 ms [2022-04-12 14:32:14 main:581] : INFO : Epoch 1818 | loss: 0.0311341 | val_loss: 0.0311451 | Time: 1920.86 ms [2022-04-12 14:32:16 main:581] : INFO : Epoch 1819 | loss: 0.0311322 | val_loss: 0.0311432 | Time: 1960.88 ms [2022-04-12 14:32:18 main:581] : INFO : Epoch 1820 | loss: 0.0311343 | val_loss: 0.0311438 | Time: 1971.42 ms [2022-04-12 14:32:20 main:581] : INFO : Epoch 1821 | loss: 0.0311321 | val_loss: 0.0311436 | Time: 1980.89 ms [2022-04-12 14:32:22 main:581] : INFO : Epoch 1822 | loss: 0.0311308 | val_loss: 0.0311445 | Time: 2024.03 ms [2022-04-12 14:32:24 main:581] : INFO : Epoch 1823 | loss: 0.0311298 | val_loss: 0.0311473 | Time: 2042.81 ms [2022-04-12 14:32:26 main:581] : INFO : Epoch 1824 | loss: 0.0311314 | val_loss: 0.0311454 | Time: 2033.04 ms [2022-04-12 14:32:28 main:581] : INFO : Epoch 1825 | loss: 0.0311305 | val_loss: 0.0311441 | Time: 2018.47 ms [2022-04-12 14:32:30 main:581] : INFO : Epoch 1826 | loss: 0.0311296 | val_loss: 0.0311464 | Time: 2007.7 ms [2022-04-12 14:32:32 main:581] : INFO : Epoch 1827 | loss: 0.0311316 | val_loss: 0.0311471 | Time: 1995.73 ms [2022-04-12 14:32:34 main:581] : INFO : Epoch 1828 | loss: 0.0311361 | val_loss: 0.0311528 | Time: 2031.32 ms [2022-04-12 14:32:36 main:581] : INFO : Epoch 1829 | loss: 0.0311338 | val_loss: 0.0311448 | Time: 1989.34 ms [2022-04-12 14:32:38 main:581] : INFO : Epoch 1830 | loss: 0.03113 | val_loss: 0.0311496 | Time: 1994.21 ms [2022-04-12 14:32:40 main:581] : INFO : Epoch 1831 | loss: 0.0311286 | val_loss: 0.0311457 | Time: 2002.24 ms [2022-04-12 14:32:42 main:581] : INFO : Epoch 1832 | loss: 0.0311278 | val_loss: 0.0311455 | Time: 2024.61 ms [2022-04-12 14:32:44 main:581] : INFO : Epoch 1833 | loss: 0.0311287 | val_loss: 0.0311455 | Time: 1986.36 ms [2022-04-12 14:32:46 main:581] : INFO : Epoch 1834 | loss: 0.0311287 | val_loss: 0.0311507 | Time: 2041.09 ms [2022-04-12 14:32:48 main:581] : INFO : Epoch 1835 | loss: 0.0311297 | val_loss: 0.0311477 | Time: 2019.59 ms [2022-04-12 14:32:50 main:581] : INFO : Epoch 1836 | loss: 0.0311321 | val_loss: 0.0311484 | Time: 2005.48 ms [2022-04-12 14:32:52 main:581] : INFO : Epoch 1837 | loss: 0.0311316 | val_loss: 0.0311444 | Time: 2021.35 ms [2022-04-12 14:32:54 main:581] : INFO : Epoch 1838 | loss: 0.0311294 | val_loss: 0.0311473 | Time: 2009.23 ms [2022-04-12 14:32:56 main:581] : INFO : Epoch 1839 | loss: 0.0311303 | val_loss: 0.0311494 | Time: 1999.82 ms [2022-04-12 14:32:58 main:581] : INFO : Epoch 1840 | loss: 0.0311311 | val_loss: 0.0311469 | Time: 1994.99 ms [2022-04-12 14:33:00 main:581] : INFO : Epoch 1841 | loss: 0.0311291 | val_loss: 0.0311486 | Time: 2017.09 ms [2022-04-12 14:33:02 main:581] : INFO : Epoch 1842 | loss: 0.0311293 | val_loss: 0.0311483 | Time: 2028.88 ms [2022-04-12 14:33:04 main:581] : INFO : Epoch 1843 | loss: 0.0311281 | val_loss: 0.0311466 | Time: 1979.14 ms [2022-04-12 14:33:06 main:581] : INFO : Epoch 1844 | loss: 0.0311268 | val_loss: 0.0311474 | Time: 2026.3 ms [2022-04-12 14:33:08 main:581] : INFO : Epoch 1845 | loss: 0.0311288 | val_loss: 0.0311482 | Time: 1984.43 ms [2022-04-12 14:33:10 main:581] : INFO : Epoch 1846 | loss: 0.0311395 | val_loss: 0.0311502 | Time: 2013.4 ms [2022-04-12 14:33:12 main:581] : INFO : Epoch 1847 | loss: 0.0311351 | val_loss: 0.0311443 | Time: 2009.51 ms [2022-04-12 14:33:14 main:581] : INFO : Epoch 1848 | loss: 0.0311329 | val_loss: 0.0311435 | Time: 1982.46 ms [2022-04-12 14:33:16 main:581] : INFO : Epoch 1849 | loss: 0.03113 | val_loss: 0.0311463 | Time: 2032.27 ms [2022-04-12 14:33:18 main:581] : INFO : Epoch 1850 | loss: 0.0311295 | val_loss: 0.0311428 | Time: 1964.09 ms [2022-04-12 14:33:20 main:581] : INFO : Epoch 1851 | loss: 0.0311281 | val_loss: 0.0311444 | Time: 1971.91 ms [2022-04-12 14:33:22 main:581] : INFO : Epoch 1852 | loss: 0.0311268 | val_loss: 0.0311434 | Time: 2015.64 ms [2022-04-12 14:33:24 main:581] : INFO : Epoch 1853 | loss: 0.0311258 | val_loss: 0.0311495 | Time: 1974.83 ms [2022-04-12 14:33:26 main:581] : INFO : Epoch 1854 | loss: 0.0311282 | val_loss: 0.0311499 | Time: 2009.16 ms [2022-04-12 14:33:28 main:581] : INFO : Epoch 1855 | loss: 0.0311269 | val_loss: 0.0311449 | Time: 2106.81 ms [2022-04-12 14:33:30 main:581] : INFO : Epoch 1856 | loss: 0.031125 | val_loss: 0.0311436 | Time: 2163.13 ms [2022-04-12 14:33:32 main:581] : INFO : Epoch 1857 | loss: 0.0311251 | val_loss: 0.0311438 | Time: 2005.04 ms [2022-04-12 14:33:34 main:581] : INFO : Epoch 1858 | loss: 0.0311246 | val_loss: 0.0311441 | Time: 2024.68 ms [2022-04-12 14:33:36 main:581] : INFO : Epoch 1859 | loss: 0.0311262 | val_loss: 0.0311471 | Time: 1981.83 ms [2022-04-12 14:33:38 main:581] : INFO : Epoch 1860 | loss: 0.0311268 | val_loss: 0.0311451 | Time: 2044.53 ms [2022-04-12 14:33:40 main:581] : INFO : Epoch 1861 | loss: 0.0311267 | val_loss: 0.0311467 | Time: 2020.17 ms [2022-04-12 14:33:42 main:581] : INFO : Epoch 1862 | loss: 0.0311288 | val_loss: 0.0311451 | Time: 2023.21 ms [2022-04-12 14:33:44 main:581] : INFO : Epoch 1863 | loss: 0.0311337 | val_loss: 0.0311584 | Time: 1993.46 ms [2022-04-12 14:33:46 main:581] : INFO : Epoch 1864 | loss: 0.0311485 | val_loss: 0.031151 | Time: 1987.56 ms [2022-04-12 14:33:48 main:581] : INFO : Epoch 1865 | loss: 0.0311477 | val_loss: 0.031147 | Time: 1986.3 ms [2022-04-12 14:33:50 main:581] : INFO : Epoch 1866 | loss: 0.0311445 | val_loss: 0.0311461 | Time: 2016.02 ms [2022-04-12 14:33:52 main:581] : INFO : Epoch 1867 | loss: 0.0311445 | val_loss: 0.0311497 | Time: 2014.16 ms [2022-04-12 14:33:54 main:581] : INFO : Epoch 1868 | loss: 0.0311432 | val_loss: 0.0311455 | Time: 1991.83 ms [2022-04-12 14:33:56 main:581] : INFO : Epoch 1869 | loss: 0.0311403 | val_loss: 0.0311484 | Time: 2007.44 ms [2022-04-12 14:33:58 main:581] : INFO : Epoch 1870 | loss: 0.0311397 | val_loss: 0.031146 | Time: 2011.26 ms [2022-04-12 14:34:00 main:581] : INFO : Epoch 1871 | loss: 0.0311401 | val_loss: 0.031151 | Time: 2013.17 ms [2022-04-12 14:34:02 main:581] : INFO : Epoch 1872 | loss: 0.031138 | val_loss: 0.0311453 | Time: 1954 ms [2022-04-12 14:34:04 main:581] : INFO : Epoch 1873 | loss: 0.031136 | val_loss: 0.0311447 | Time: 1956.82 ms [2022-04-12 14:34:06 main:581] : INFO : Epoch 1874 | loss: 0.0311347 | val_loss: 0.0311445 | Time: 2017.83 ms [2022-04-12 14:34:08 main:581] : INFO : Epoch 1875 | loss: 0.0311355 | val_loss: 0.0311428 | Time: 1969.33 ms [2022-04-12 14:34:10 main:581] : INFO : Epoch 1876 | loss: 0.031135 | val_loss: 0.0311435 | Time: 2025.95 ms [2022-04-12 14:34:12 main:581] : INFO : Epoch 1877 | loss: 0.0311347 | val_loss: 0.0311477 | Time: 2024.54 ms [2022-04-12 14:34:14 main:581] : INFO : Epoch 1878 | loss: 0.031134 | val_loss: 0.0311441 | Time: 1990.33 ms [2022-04-12 14:34:16 main:581] : INFO : Epoch 1879 | loss: 0.0311331 | val_loss: 0.0311418 | Time: 1967.58 ms [2022-04-12 14:34:18 main:581] : INFO : Epoch 1880 | loss: 0.0311328 | val_loss: 0.0311498 | Time: 1980.28 ms [2022-04-12 14:34:20 main:581] : INFO : Epoch 1881 | loss: 0.0311334 | val_loss: 0.0311453 | Time: 2005.71 ms [2022-04-12 14:34:22 main:581] : INFO : Epoch 1882 | loss: 0.0311329 | val_loss: 0.0311476 | Time: 1963.95 ms [2022-04-12 14:34:24 main:581] : INFO : Epoch 1883 | loss: 0.0311309 | val_loss: 0.0311407 | Time: 2001.88 ms [2022-04-12 14:34:26 main:581] : INFO : Epoch 1884 | loss: 0.0311297 | val_loss: 0.031141 | Time: 2006.95 ms [2022-04-12 14:34:28 main:581] : INFO : Epoch 1885 | loss: 0.0311293 | val_loss: 0.0311409 | Time: 2004.66 ms [2022-04-12 14:34:30 main:581] : INFO : Epoch 1886 | loss: 0.0311301 | val_loss: 0.0311424 | Time: 1995.61 ms [2022-04-12 14:34:32 main:581] : INFO : Epoch 1887 | loss: 0.0311295 | val_loss: 0.0311413 | Time: 2010.51 ms [2022-04-12 14:34:34 main:581] : INFO : Epoch 1888 | loss: 0.0311296 | val_loss: 0.0311485 | Time: 2018.03 ms [2022-04-12 14:34:36 main:581] : INFO : Epoch 1889 | loss: 0.0311288 | val_loss: 0.0311402 | Time: 1984.83 ms [2022-04-12 14:34:38 main:581] : INFO : Epoch 1890 | loss: 0.031128 | val_loss: 0.0311429 | Time: 2005.76 ms [2022-04-12 14:34:40 main:581] : INFO : Epoch 1891 | loss: 0.0311287 | val_loss: 0.0311401 | Time: 2021.27 ms [2022-04-12 14:34:42 main:581] : INFO : Epoch 1892 | loss: 0.0311263 | val_loss: 0.031144 | Time: 2016.61 ms [2022-04-12 14:34:44 main:581] : INFO : Epoch 1893 | loss: 0.0311274 | val_loss: 0.0311414 | Time: 2004.21 ms [2022-04-12 14:34:46 main:581] : INFO : Epoch 1894 | loss: 0.0311276 | val_loss: 0.0311412 | Time: 1954.97 ms [2022-04-12 14:34:48 main:581] : INFO : Epoch 1895 | loss: 0.0311283 | val_loss: 0.0311392 | Time: 2008.21 ms [2022-04-12 14:34:50 main:581] : INFO : Epoch 1896 | loss: 0.0311274 | val_loss: 0.0311398 | Time: 1985.34 ms [2022-04-12 14:34:52 main:581] : INFO : Epoch 1897 | loss: 0.0311272 | val_loss: 0.0311385 | Time: 2001.01 ms [2022-04-12 14:34:54 main:581] : INFO : Epoch 1898 | loss: 0.0311265 | val_loss: 0.0311435 | Time: 1996.82 ms [2022-04-12 14:34:56 main:581] : INFO : Epoch 1899 | loss: 0.031133 | val_loss: 0.0311507 | Time: 1958.59 ms [2022-04-12 14:34:58 main:581] : INFO : Epoch 1900 | loss: 0.0311477 | val_loss: 0.0311514 | Time: 1996.53 ms [2022-04-12 14:35:00 main:581] : INFO : Epoch 1901 | loss: 0.0311481 | val_loss: 0.0311522 | Time: 1946.13 ms [2022-04-12 14:35:02 main:581] : INFO : Epoch 1902 | loss: 0.031148 | val_loss: 0.0311515 | Time: 1998.71 ms [2022-04-12 14:35:04 main:581] : INFO : Epoch 1903 | loss: 0.0311447 | val_loss: 0.0311496 | Time: 2020.14 ms [2022-04-12 14:35:06 main:581] : INFO : Epoch 1904 | loss: 0.0311424 | val_loss: 0.0311508 | Time: 2040.72 ms [2022-04-12 14:35:08 main:581] : INFO : Epoch 1905 | loss: 0.0311417 | val_loss: 0.0311533 | Time: 2009.68 ms [2022-04-12 14:35:10 main:581] : INFO : Epoch 1906 | loss: 0.0311428 | val_loss: 0.0311502 | Time: 1980.78 ms [2022-04-12 14:35:12 main:581] : INFO : Epoch 1907 | loss: 0.0311431 | val_loss: 0.0311493 | Time: 1998.62 ms [2022-04-12 14:35:14 main:581] : INFO : Epoch 1908 | loss: 0.0311404 | val_loss: 0.0311474 | Time: 1992.87 ms [2022-04-12 14:35:16 main:581] : INFO : Epoch 1909 | loss: 0.0311396 | val_loss: 0.0311493 | Time: 2003.01 ms [2022-04-12 14:35:18 main:581] : INFO : Epoch 1910 | loss: 0.0311383 | val_loss: 0.0311471 | Time: 1993.57 ms [2022-04-12 14:35:20 main:581] : INFO : Epoch 1911 | loss: 0.0311373 | val_loss: 0.0311459 | Time: 2016.48 ms [2022-04-12 14:35:22 main:581] : INFO : Epoch 1912 | loss: 0.0311366 | val_loss: 0.031146 | Time: 2008.98 ms [2022-04-12 14:35:24 main:581] : INFO : Epoch 1913 | loss: 0.0311363 | val_loss: 0.0311471 | Time: 2013.4 ms [2022-04-12 14:35:26 main:581] : INFO : Epoch 1914 | loss: 0.0311351 | val_loss: 0.0311468 | Time: 1961.67 ms [2022-04-12 14:35:28 main:581] : INFO : Epoch 1915 | loss: 0.0311362 | val_loss: 0.0311475 | Time: 2004.08 ms [2022-04-12 14:35:30 main:581] : INFO : Epoch 1916 | loss: 0.0311375 | val_loss: 0.0311501 | Time: 2010.36 ms [2022-04-12 14:35:32 main:581] : INFO : Epoch 1917 | loss: 0.0311378 | val_loss: 0.0311473 | Time: 1969.74 ms [2022-04-12 14:35:34 main:581] : INFO : Epoch 1918 | loss: 0.0311352 | val_loss: 0.0311472 | Time: 2034.46 ms [2022-04-12 14:35:36 main:581] : INFO : Epoch 1919 | loss: 0.0311358 | val_loss: 0.0311467 | Time: 1985.87 ms [2022-04-12 14:35:38 main:581] : INFO : Epoch 1920 | loss: 0.0311346 | val_loss: 0.0311457 | Time: 2013.65 ms [2022-04-12 14:35:40 main:581] : INFO : Epoch 1921 | loss: 0.031134 | val_loss: 0.0311448 | Time: 1998.65 ms [2022-04-12 14:35:42 main:581] : INFO : Epoch 1922 | loss: 0.0311339 | val_loss: 0.0311438 | Time: 1989.25 ms [2022-04-12 14:35:44 main:581] : INFO : Epoch 1923 | loss: 0.0311349 | val_loss: 0.0311481 | Time: 1938.06 ms [2022-04-12 14:35:46 main:581] : INFO : Epoch 1924 | loss: 0.0311543 | val_loss: 0.031161 | Time: 1914.07 ms [2022-04-12 14:35:48 main:581] : INFO : Epoch 1925 | loss: 0.0320618 | val_loss: 0.0324719 | Time: 1991.27 ms [2022-04-12 14:35:50 main:581] : INFO : Epoch 1926 | loss: 0.0323364 | val_loss: 0.0314008 | Time: 1974.28 ms [2022-04-12 14:35:52 main:581] : INFO : Epoch 1927 | loss: 0.031298 | val_loss: 0.0312224 | Time: 1997.34 ms [2022-04-12 14:35:54 main:581] : INFO : Epoch 1928 | loss: 0.0311917 | val_loss: 0.0311772 | Time: 2012.14 ms [2022-04-12 14:35:56 main:581] : INFO : Epoch 1929 | loss: 0.0311732 | val_loss: 0.0311723 | Time: 2004.05 ms [2022-04-12 14:35:58 main:581] : INFO : Epoch 1930 | loss: 0.0311671 | val_loss: 0.0311653 | Time: 1997.8 ms [2022-04-12 14:36:00 main:581] : INFO : Epoch 1931 | loss: 0.031162 | val_loss: 0.0311652 | Time: 2013.37 ms [2022-04-12 14:36:02 main:581] : INFO : Epoch 1932 | loss: 0.0311601 | val_loss: 0.0311626 | Time: 1948.12 ms [2022-04-12 14:36:04 main:581] : INFO : Epoch 1933 | loss: 0.031158 | val_loss: 0.0311603 | Time: 1975.65 ms [2022-04-12 14:36:06 main:581] : INFO : Epoch 1934 | loss: 0.0311568 | val_loss: 0.0311616 | Time: 2017.43 ms [2022-04-12 14:36:08 main:581] : INFO : Epoch 1935 | loss: 0.0311513 | val_loss: 0.0311511 | Time: 2036.44 ms [2022-04-12 14:36:10 main:581] : INFO : Epoch 1936 | loss: 0.0311483 | val_loss: 0.0311508 | Time: 1956.74 ms [2022-04-12 14:36:12 main:581] : INFO : Epoch 1937 | loss: 0.0311459 | val_loss: 0.0311476 | Time: 2012.4 ms [2022-04-12 14:36:14 main:581] : INFO : Epoch 1938 | loss: 0.0311446 | val_loss: 0.031147 | Time: 1990.17 ms [2022-04-12 14:36:16 main:581] : INFO : Epoch 1939 | loss: 0.0311439 | val_loss: 0.031145 | Time: 2009.63 ms [2022-04-12 14:36:18 main:581] : INFO : Epoch 1940 | loss: 0.0311448 | val_loss: 0.0311443 | Time: 2005.43 ms [2022-04-12 14:36:20 main:581] : INFO : Epoch 1941 | loss: 0.0311432 | val_loss: 0.0311447 | Time: 2005.15 ms [2022-04-12 14:36:22 main:581] : INFO : Epoch 1942 | loss: 0.0311415 | val_loss: 0.0311424 | Time: 1975.17 ms [2022-04-12 14:36:24 main:581] : INFO : Epoch 1943 | loss: 0.0311408 | val_loss: 0.0311412 | Time: 1999.29 ms [2022-04-12 14:36:26 main:581] : INFO : Epoch 1944 | loss: 0.0311408 | val_loss: 0.0311452 | Time: 2008.79 ms [2022-04-12 14:36:28 main:581] : INFO : Epoch 1945 | loss: 0.0311417 | val_loss: 0.0311427 | Time: 1960.61 ms [2022-04-12 14:36:30 main:581] : INFO : Epoch 1946 | loss: 0.0311394 | val_loss: 0.0311423 | Time: 1996.41 ms [2022-04-12 14:36:32 main:581] : INFO : Epoch 1947 | loss: 0.031139 | val_loss: 0.0311428 | Time: 2022.44 ms [2022-04-12 14:36:34 main:581] : INFO : Epoch 1948 | loss: 0.0311382 | val_loss: 0.0311399 | Time: 2001.86 ms [2022-04-12 14:36:36 main:581] : INFO : Epoch 1949 | loss: 0.0311393 | val_loss: 0.0311442 | Time: 1999.51 ms [2022-04-12 14:36:38 main:581] : INFO : Epoch 1950 | loss: 0.031138 | val_loss: 0.0311426 | Time: 2010.14 ms [2022-04-12 14:36:40 main:581] : INFO : Epoch 1951 | loss: 0.0311367 | val_loss: 0.0311456 | Time: 1979.43 ms [2022-04-12 14:36:42 main:581] : INFO : Epoch 1952 | loss: 0.0311364 | val_loss: 0.0311421 | Time: 1983.19 ms [2022-04-12 14:36:44 main:581] : INFO : Epoch 1953 | loss: 0.0311359 | val_loss: 0.0311421 | Time: 2022.46 ms [2022-04-12 14:36:46 main:581] : INFO : Epoch 1954 | loss: 0.031137 | val_loss: 0.0311406 | Time: 2011.68 ms [2022-04-12 14:36:48 main:581] : INFO : Epoch 1955 | loss: 0.0311359 | val_loss: 0.0311426 | Time: 2002.24 ms [2022-04-12 14:36:50 main:581] : INFO : Epoch 1956 | loss: 0.0311359 | val_loss: 0.031142 | Time: 1952.63 ms [2022-04-12 14:36:52 main:581] : INFO : Epoch 1957 | loss: 0.0311352 | val_loss: 0.0311414 | Time: 2019.59 ms [2022-04-12 14:36:54 main:581] : INFO : Epoch 1958 | loss: 0.0311335 | val_loss: 0.0311432 | Time: 2019.75 ms [2022-04-12 14:36:56 main:581] : INFO : Epoch 1959 | loss: 0.031133 | val_loss: 0.0311427 | Time: 1975.71 ms [2022-04-12 14:36:58 main:581] : INFO : Epoch 1960 | loss: 0.0311364 | val_loss: 0.0311426 | Time: 1970.14 ms [2022-04-12 14:37:00 main:581] : INFO : Epoch 1961 | loss: 0.0311342 | val_loss: 0.0311424 | Time: 2015.75 ms [2022-04-12 14:37:02 main:581] : INFO : Epoch 1962 | loss: 0.0311329 | val_loss: 0.0311421 | Time: 2018.73 ms [2022-04-12 14:37:04 main:581] : INFO : Epoch 1963 | loss: 0.0311324 | val_loss: 0.031141 | Time: 1967.7 ms [2022-04-12 14:37:06 main:581] : INFO : Epoch 1964 | loss: 0.0311351 | val_loss: 0.0311467 | Time: 1952.74 ms [2022-04-12 14:37:08 main:581] : INFO : Epoch 1965 | loss: 0.0311375 | val_loss: 0.0311435 | Time: 2017.59 ms [2022-04-12 14:37:10 main:581] : INFO : Epoch 1966 | loss: 0.031135 | val_loss: 0.0311431 | Time: 1990.22 ms [2022-04-12 14:37:12 main:581] : INFO : Epoch 1967 | loss: 0.0311342 | val_loss: 0.0311418 | Time: 1996.14 ms [2022-04-12 14:37:14 main:581] : INFO : Epoch 1968 | loss: 0.0311346 | val_loss: 0.0311428 | Time: 1996.31 ms [2022-04-12 14:37:16 main:581] : INFO : Epoch 1969 | loss: 0.0311338 | val_loss: 0.031142 | Time: 1992.96 ms [2022-04-12 14:37:18 main:581] : INFO : Epoch 1970 | loss: 0.0311326 | val_loss: 0.0311424 | Time: 2012.4 ms [2022-04-12 14:37:20 main:581] : INFO : Epoch 1971 | loss: 0.031132 | val_loss: 0.031143 | Time: 2003.23 ms [2022-04-12 14:37:22 main:581] : INFO : Epoch 1972 | loss: 0.0311329 | val_loss: 0.0311469 | Time: 2001.66 ms [2022-04-12 14:37:24 main:581] : INFO : Epoch 1973 | loss: 0.031135 | val_loss: 0.0311473 | Time: 2000.56 ms [2022-04-12 14:37:26 main:581] : INFO : Epoch 1974 | loss: 0.0311346 | val_loss: 0.0311474 | Time: 2008.14 ms [2022-04-12 14:37:28 main:581] : INFO : Epoch 1975 | loss: 0.0311343 | val_loss: 0.0311465 | Time: 1956.98 ms [2022-04-12 14:37:30 main:581] : INFO : Epoch 1976 | loss: 0.0311345 | val_loss: 0.0311454 | Time: 1981.22 ms [2022-04-12 14:37:32 main:581] : INFO : Epoch 1977 | loss: 0.0311329 | val_loss: 0.0311464 | Time: 1955.49 ms [2022-04-12 14:37:34 main:581] : INFO : Epoch 1978 | loss: 0.0311347 | val_loss: 0.0311478 | Time: 1972.15 ms [2022-04-12 14:37:36 main:581] : INFO : Epoch 1979 | loss: 0.0311351 | val_loss: 0.0311443 | Time: 1979.33 ms [2022-04-12 14:37:38 main:581] : INFO : Epoch 1980 | loss: 0.0311343 | val_loss: 0.0311449 | Time: 1985.21 ms [2022-04-12 14:37:40 main:581] : INFO : Epoch 1981 | loss: 0.0311352 | val_loss: 0.0311427 | Time: 1953.64 ms [2022-04-12 14:37:42 main:581] : INFO : Epoch 1982 | loss: 0.0311347 | val_loss: 0.031142 | Time: 1985.31 ms [2022-04-12 14:37:43 main:581] : INFO : Epoch 1983 | loss: 0.0311328 | val_loss: 0.0311395 | Time: 1910.81 ms [2022-04-12 14:37:45 main:581] : INFO : Epoch 1984 | loss: 0.0311314 | val_loss: 0.0311404 | Time: 1962.42 ms [2022-04-12 14:37:47 main:581] : INFO : Epoch 1985 | loss: 0.0311308 | val_loss: 0.03114 | Time: 1969.32 ms [2022-04-12 14:37:49 main:581] : INFO : Epoch 1986 | loss: 0.0311306 | val_loss: 0.0311437 | Time: 1986.28 ms [2022-04-12 14:37:51 main:581] : INFO : Epoch 1987 | loss: 0.0311311 | val_loss: 0.0311403 | Time: 1988.94 ms [2022-04-12 14:37:53 main:581] : INFO : Epoch 1988 | loss: 0.0311353 | val_loss: 0.031142 | Time: 1999.51 ms [2022-04-12 14:37:55 main:581] : INFO : Epoch 1989 | loss: 0.0311404 | val_loss: 0.0311453 | Time: 1989.85 ms [2022-04-12 14:37:57 main:581] : INFO : Epoch 1990 | loss: 0.0311377 | val_loss: 0.0311421 | Time: 2022.96 ms [2022-04-12 14:37:59 main:581] : INFO : Epoch 1991 | loss: 0.0311325 | val_loss: 0.0311399 | Time: 1956.15 ms [2022-04-12 14:38:01 main:581] : INFO : Epoch 1992 | loss: 0.0311303 | val_loss: 0.0311386 | Time: 1998.36 ms [2022-04-12 14:38:03 main:581] : INFO : Epoch 1993 | loss: 0.0311297 | val_loss: 0.0311388 | Time: 1980.29 ms [2022-04-12 14:38:05 main:581] : INFO : Epoch 1994 | loss: 0.0311301 | val_loss: 0.0311385 | Time: 1965.31 ms [2022-04-12 14:38:07 main:581] : INFO : Epoch 1995 | loss: 0.0311285 | val_loss: 0.0311384 | Time: 1994.12 ms [2022-04-12 14:38:09 main:581] : INFO : Epoch 1996 | loss: 0.0311276 | val_loss: 0.0311389 | Time: 1979.65 ms [2022-04-12 14:38:11 main:581] : INFO : Epoch 1997 | loss: 0.0311274 | val_loss: 0.0311383 | Time: 1977.52 ms [2022-04-12 14:38:13 main:581] : INFO : Epoch 1998 | loss: 0.0311272 | val_loss: 0.0311392 | Time: 1984.23 ms [2022-04-12 14:38:15 main:581] : INFO : Epoch 1999 | loss: 0.0311273 | val_loss: 0.0311407 | Time: 1986.46 ms [2022-04-12 14:38:17 main:581] : INFO : Epoch 2000 | loss: 0.0311266 | val_loss: 0.0311387 | Time: 1984.99 ms [2022-04-12 14:38:19 main:581] : INFO : Epoch 2001 | loss: 0.0311269 | val_loss: 0.0311413 | Time: 1964.54 ms [2022-04-12 14:38:21 main:581] : INFO : Epoch 2002 | loss: 0.0311287 | val_loss: 0.031141 | Time: 1983.9 ms [2022-04-12 14:38:23 main:581] : INFO : Epoch 2003 | loss: 0.0311276 | val_loss: 0.0311406 | Time: 1993.05 ms [2022-04-12 14:38:25 main:581] : INFO : Epoch 2004 | loss: 0.0311277 | val_loss: 0.0311421 | Time: 1991.76 ms [2022-04-12 14:38:27 main:581] : INFO : Epoch 2005 | loss: 0.0311279 | val_loss: 0.0311369 | Time: 2000.05 ms [2022-04-12 14:38:29 main:581] : INFO : Epoch 2006 | loss: 0.0311292 | val_loss: 0.0311384 | Time: 1971.66 ms [2022-04-12 14:38:31 main:581] : INFO : Epoch 2007 | loss: 0.0311276 | val_loss: 0.0311416 | Time: 2017.12 ms [2022-04-12 14:38:33 main:581] : INFO : Epoch 2008 | loss: 0.0311291 | val_loss: 0.0311381 | Time: 1958.36 ms [2022-04-12 14:38:35 main:581] : INFO : Epoch 2009 | loss: 0.0311266 | val_loss: 0.0311389 | Time: 2011.69 ms [2022-04-12 14:38:37 main:581] : INFO : Epoch 2010 | loss: 0.0311339 | val_loss: 0.0311434 | Time: 2003.99 ms [2022-04-12 14:38:39 main:581] : INFO : Epoch 2011 | loss: 0.0311337 | val_loss: 0.0311367 | Time: 1978.96 ms [2022-04-12 14:38:41 main:581] : INFO : Epoch 2012 | loss: 0.0311342 | val_loss: 0.0311392 | Time: 2001.59 ms [2022-04-12 14:38:43 main:581] : INFO : Epoch 2013 | loss: 0.031135 | val_loss: 0.0311382 | Time: 1986.07 ms [2022-04-12 14:38:45 main:581] : INFO : Epoch 2014 | loss: 0.0311332 | val_loss: 0.0311396 | Time: 1995.86 ms [2022-04-12 14:38:47 main:581] : INFO : Epoch 2015 | loss: 0.0311321 | val_loss: 0.0311396 | Time: 2010.3 ms [2022-04-12 14:38:49 main:581] : INFO : Epoch 2016 | loss: 0.0311321 | val_loss: 0.0311409 | Time: 1953.22 ms [2022-04-12 14:38:51 main:581] : INFO : Epoch 2017 | loss: 0.0311327 | val_loss: 0.0311391 | Time: 1990.58 ms [2022-04-12 14:38:53 main:581] : INFO : Epoch 2018 | loss: 0.0311331 | val_loss: 0.0311372 | Time: 1992.17 ms [2022-04-12 14:38:55 main:581] : INFO : Epoch 2019 | loss: 0.0311313 | val_loss: 0.0311376 | Time: 2006.56 ms [2022-04-12 14:38:57 main:581] : INFO : Epoch 2020 | loss: 0.0311298 | val_loss: 0.0311378 | Time: 1991.05 ms [2022-04-12 14:38:59 main:581] : INFO : Epoch 2021 | loss: 0.0311306 | val_loss: 0.0311373 | Time: 1915.93 ms [2022-04-12 14:39:01 main:581] : INFO : Epoch 2022 | loss: 0.0311297 | val_loss: 0.0311354 | Time: 1978.47 ms [2022-04-12 14:39:03 main:581] : INFO : Epoch 2023 | loss: 0.0311283 | val_loss: 0.0311374 | Time: 1996.72 ms [2022-04-12 14:39:05 main:581] : INFO : Epoch 2024 | loss: 0.0311276 | val_loss: 0.0311373 | Time: 1970.99 ms [2022-04-12 14:39:07 main:581] : INFO : Epoch 2025 | loss: 0.0311259 | val_loss: 0.031139 | Time: 1973.45 ms [2022-04-12 14:39:09 main:581] : INFO : Epoch 2026 | loss: 0.0311269 | val_loss: 0.0311433 | Time: 1984.33 ms [2022-04-12 14:39:11 main:581] : INFO : Epoch 2027 | loss: 0.0311306 | val_loss: 0.0311405 | Time: 1994.58 ms [2022-04-12 14:39:13 main:581] : INFO : Epoch 2028 | loss: 0.0311273 | val_loss: 0.0311401 | Time: 2013.25 ms [2022-04-12 14:39:15 main:581] : INFO : Epoch 2029 | loss: 0.0311264 | val_loss: 0.0311355 | Time: 1975.42 ms [2022-04-12 14:39:17 main:581] : INFO : Epoch 2030 | loss: 0.0311261 | val_loss: 0.0311375 | Time: 1982.5 ms [2022-04-12 14:39:19 main:581] : INFO : Epoch 2031 | loss: 0.0311238 | val_loss: 0.0311394 | Time: 1987.1 ms [2022-04-12 14:39:21 main:581] : INFO : Epoch 2032 | loss: 0.0311244 | val_loss: 0.0311376 | Time: 2001.29 ms [2022-04-12 14:39:23 main:581] : INFO : Epoch 2033 | loss: 0.0311237 | val_loss: 0.0311414 | Time: 1974.54 ms [2022-04-12 14:39:25 main:581] : INFO : Epoch 2034 | loss: 0.0311247 | val_loss: 0.0311361 | Time: 1954.5 ms [2022-04-12 14:39:27 main:581] : INFO : Epoch 2035 | loss: 0.0311223 | val_loss: 0.0311399 | Time: 2011.61 ms [2022-04-12 14:39:29 main:581] : INFO : Epoch 2036 | loss: 0.03113 | val_loss: 0.0311417 | Time: 2002.17 ms [2022-04-12 14:39:31 main:581] : INFO : Epoch 2037 | loss: 0.0311321 | val_loss: 0.0311431 | Time: 1976.19 ms [2022-04-12 14:39:33 main:581] : INFO : Epoch 2038 | loss: 0.0311308 | val_loss: 0.0311417 | Time: 1985.79 ms [2022-04-12 14:39:35 main:581] : INFO : Epoch 2039 | loss: 0.0311321 | val_loss: 0.0311429 | Time: 1995.94 ms [2022-04-12 14:39:37 main:581] : INFO : Epoch 2040 | loss: 0.0311298 | val_loss: 0.0311432 | Time: 2004.71 ms [2022-04-12 14:39:39 main:581] : INFO : Epoch 2041 | loss: 0.0311299 | val_loss: 0.0311397 | Time: 1966.79 ms [2022-04-12 14:39:41 main:581] : INFO : Epoch 2042 | loss: 0.0311275 | val_loss: 0.0311419 | Time: 1954.94 ms [2022-04-12 14:39:43 main:581] : INFO : Epoch 2043 | loss: 0.0311276 | val_loss: 0.0311417 | Time: 1999.1 ms [2022-04-12 14:39:45 main:581] : INFO : Epoch 2044 | loss: 0.0311302 | val_loss: 0.0311401 | Time: 1984.06 ms [2022-04-12 14:39:47 main:581] : INFO : Epoch 2045 | loss: 0.0311296 | val_loss: 0.0311384 | Time: 1959.57 ms [2022-04-12 14:39:49 main:581] : INFO : Epoch 2046 | loss: 0.0311278 | val_loss: 0.0311404 | Time: 1991.67 ms [2022-04-12 14:39:51 main:581] : INFO : Epoch 2047 | loss: 0.031129 | val_loss: 0.0311377 | Time: 2001.22 ms [2022-04-12 14:39:53 main:581] : INFO : Epoch 2048 | loss: 0.0311253 | val_loss: 0.031139 | Time: 1954.36 ms [2022-04-12 14:39:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031139 [2022-04-12 14:39:53 main:610] : INFO : Saving end state to config to file [2022-04-12 14:39:53 main:615] : INFO : Success, exiting.. 14:39:53 (287447): 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)