Task 8922407
| Name | ParityModified-1636177966-27002-2_0 |
| Workunit | 6384291 |
| Created | 13 Nov 2021, 14:54:44 UTC |
| Sent | 20 Nov 2021, 17:57:39 UTC |
| Report deadline | 27 Nov 2021, 17:57:39 UTC |
| Received | 21 Nov 2021, 1:55:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16596 |
| Run time | 1 hours 7 min 40 sec |
| CPU time | 1 hours 6 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311327 | val_loss: 0.0311461 | Time: 1967.63 ms [2021-11-21 01:38:30 main:581] : INFO : Epoch 1539 | loss: 0.031135 | val_loss: 0.0311442 | Time: 2007.83 ms [2021-11-21 01:38:32 main:581] : INFO : Epoch 1540 | loss: 0.0311332 | val_loss: 0.0311487 | Time: 1947.88 ms [2021-11-21 01:38:34 main:581] : INFO : Epoch 1541 | loss: 0.0311329 | val_loss: 0.0311436 | Time: 1957.63 ms [2021-11-21 01:38:36 main:581] : INFO : Epoch 1542 | loss: 0.031139 | val_loss: 0.0311457 | Time: 1962.78 ms [2021-11-21 01:38:38 main:581] : INFO : Epoch 1543 | loss: 0.0311377 | val_loss: 0.0311458 | Time: 1957.7 ms [2021-11-21 01:38:40 main:581] : INFO : Epoch 1544 | loss: 0.0311369 | val_loss: 0.0311455 | Time: 1987.39 ms [2021-11-21 01:38:42 main:581] : INFO : Epoch 1545 | loss: 0.0311344 | val_loss: 0.0311477 | Time: 1958.98 ms [2021-11-21 01:38:44 main:581] : INFO : Epoch 1546 | loss: 0.0311344 | val_loss: 0.0311526 | Time: 2017.41 ms [2021-11-21 01:38:46 main:581] : INFO : Epoch 1547 | loss: 0.0311379 | val_loss: 0.0311534 | Time: 1931.11 ms [2021-11-21 01:38:48 main:581] : INFO : Epoch 1548 | loss: 0.0311353 | val_loss: 0.0311537 | Time: 1942.91 ms [2021-11-21 01:38:50 main:581] : INFO : Epoch 1549 | loss: 0.0311378 | val_loss: 0.031152 | Time: 1937.7 ms [2021-11-21 01:38:52 main:581] : INFO : Epoch 1550 | loss: 0.0311367 | val_loss: 0.0311539 | Time: 1985.59 ms [2021-11-21 01:38:54 main:581] : INFO : Epoch 1551 | loss: 0.0311363 | val_loss: 0.0311503 | Time: 1957.25 ms [2021-11-21 01:38:56 main:581] : INFO : Epoch 1552 | loss: 0.0311328 | val_loss: 0.0311486 | Time: 1966.87 ms [2021-11-21 01:38:58 main:581] : INFO : Epoch 1553 | loss: 0.0311298 | val_loss: 0.0311479 | Time: 1913.79 ms [2021-11-21 01:39:00 main:581] : INFO : Epoch 1554 | loss: 0.0311295 | val_loss: 0.0311465 | Time: 1926.11 ms [2021-11-21 01:39:02 main:581] : INFO : Epoch 1555 | loss: 0.0311291 | val_loss: 0.0311442 | Time: 1967.92 ms [2021-11-21 01:39:04 main:581] : INFO : Epoch 1556 | loss: 0.0311289 | val_loss: 0.0311486 | Time: 1953.06 ms [2021-11-21 01:39:05 main:581] : INFO : Epoch 1557 | loss: 0.0311291 | val_loss: 0.0311431 | Time: 1990.74 ms [2021-11-21 01:39:07 main:581] : INFO : Epoch 1558 | loss: 0.0311303 | val_loss: 0.0311475 | Time: 1968.07 ms [2021-11-21 01:39:09 main:581] : INFO : Epoch 1559 | loss: 0.0311286 | val_loss: 0.0311444 | Time: 1985.1 ms [2021-11-21 01:39:11 main:581] : INFO : Epoch 1560 | loss: 0.0311274 | val_loss: 0.0311476 | Time: 1973.49 ms [2021-11-21 01:39:13 main:581] : INFO : Epoch 1561 | loss: 0.0311269 | val_loss: 0.0311466 | Time: 1972.32 ms [2021-11-21 01:39:15 main:581] : INFO : Epoch 1562 | loss: 0.0311286 | val_loss: 0.0311483 | Time: 1997.5 ms [2021-11-21 01:39:17 main:581] : INFO : Epoch 1563 | loss: 0.0311276 | val_loss: 0.0311448 | Time: 1936.89 ms [2021-11-21 01:39:19 main:581] : INFO : Epoch 1564 | loss: 0.0311266 | val_loss: 0.0311464 | Time: 1961.11 ms [2021-11-21 01:39:21 main:581] : INFO : Epoch 1565 | loss: 0.0311259 | val_loss: 0.031152 | Time: 1997.51 ms [2021-11-21 01:39:23 main:581] : INFO : Epoch 1566 | loss: 0.0311257 | val_loss: 0.0311463 | Time: 1979.44 ms [2021-11-21 01:39:25 main:581] : INFO : Epoch 1567 | loss: 0.0311278 | val_loss: 0.0311474 | Time: 1980.42 ms [2021-11-21 01:39:27 main:581] : INFO : Epoch 1568 | loss: 0.0311269 | val_loss: 0.0311455 | Time: 1954.44 ms [2021-11-21 01:39:29 main:581] : INFO : Epoch 1569 | loss: 0.0311264 | val_loss: 0.0311464 | Time: 1942.83 ms [2021-11-21 01:39:31 main:581] : INFO : Epoch 1570 | loss: 0.0311255 | val_loss: 0.031149 | Time: 1975.98 ms [2021-11-21 01:39:33 main:581] : INFO : Epoch 1571 | loss: 0.0311251 | val_loss: 0.0311506 | Time: 1951.44 ms [2021-11-21 01:39:35 main:581] : INFO : Epoch 1572 | loss: 0.0311311 | val_loss: 0.0311424 | Time: 2030.37 ms [2021-11-21 01:39:37 main:581] : INFO : Epoch 1573 | loss: 0.0311336 | val_loss: 0.0311439 | Time: 1913.45 ms [2021-11-21 01:39:39 main:581] : INFO : Epoch 1574 | loss: 0.0311291 | val_loss: 0.0311457 | Time: 1934.01 ms [2021-11-21 01:39:41 main:581] : INFO : Epoch 1575 | loss: 0.0311282 | val_loss: 0.0311456 | Time: 1928.26 ms [2021-11-21 01:39:43 main:581] : INFO : Epoch 1576 | loss: 0.0311273 | val_loss: 0.0311458 | Time: 1915.64 ms [2021-11-21 01:39:45 main:581] : INFO : Epoch 1577 | loss: 0.0311273 | val_loss: 0.0311453 | Time: 1957.66 ms [2021-11-21 01:39:47 main:581] : INFO : Epoch 1578 | loss: 0.0311266 | val_loss: 0.0311461 | Time: 1932.26 ms [2021-11-21 01:39:49 main:581] : INFO : Epoch 1579 | loss: 0.0311267 | val_loss: 0.0311458 | Time: 1979.85 ms [2021-11-21 01:39:51 main:581] : INFO : Epoch 1580 | loss: 0.031124 | val_loss: 0.031145 | Time: 1942.58 ms [2021-11-21 01:39:53 main:581] : INFO : Epoch 1581 | loss: 0.0311241 | val_loss: 0.0311496 | Time: 1958.93 ms [2021-11-21 01:39:55 main:581] : INFO : Epoch 1582 | loss: 0.0311243 | val_loss: 0.0311491 | Time: 1967.26 ms [2021-11-21 01:39:56 main:581] : INFO : Epoch 1583 | loss: 0.0311257 | val_loss: 0.031145 | Time: 1952.63 ms [2021-11-21 01:39:58 main:581] : INFO : Epoch 1584 | loss: 0.0311246 | val_loss: 0.0311478 | Time: 1994.12 ms [2021-11-21 01:40:00 main:581] : INFO : Epoch 1585 | loss: 0.0311255 | val_loss: 0.031148 | Time: 1951.82 ms [2021-11-21 01:40:02 main:581] : INFO : Epoch 1586 | loss: 0.031126 | val_loss: 0.0311486 | Time: 1937.66 ms [2021-11-21 01:40:04 main:581] : INFO : Epoch 1587 | loss: 0.0311271 | val_loss: 0.0311471 | Time: 1944.47 ms [2021-11-21 01:40:06 main:581] : INFO : Epoch 1588 | loss: 0.0311244 | val_loss: 0.0311482 | Time: 1957.03 ms [2021-11-21 01:40:08 main:581] : INFO : Epoch 1589 | loss: 0.0311266 | val_loss: 0.0311473 | Time: 1982.63 ms [2021-11-21 01:40:10 main:581] : INFO : Epoch 1590 | loss: 0.0311312 | val_loss: 0.0311458 | Time: 1969.21 ms [2021-11-21 01:40:12 main:581] : INFO : Epoch 1591 | loss: 0.0311265 | val_loss: 0.0311488 | Time: 1960.09 ms [2021-11-21 01:40:14 main:581] : INFO : Epoch 1592 | loss: 0.0311259 | val_loss: 0.0311475 | Time: 1975.8 ms [2021-11-21 01:40:16 main:581] : INFO : Epoch 1593 | loss: 0.0311261 | val_loss: 0.0311457 | Time: 2005.05 ms [2021-11-21 01:40:18 main:581] : INFO : Epoch 1594 | loss: 0.0311254 | val_loss: 0.0311479 | Time: 1935.39 ms [2021-11-21 01:40:20 main:581] : INFO : Epoch 1595 | loss: 0.0311228 | val_loss: 0.031152 | Time: 1970.51 ms [2021-11-21 01:40:22 main:581] : INFO : Epoch 1596 | loss: 0.0311237 | val_loss: 0.0311471 | Time: 1930.11 ms [2021-11-21 01:40:24 main:581] : INFO : Epoch 1597 | loss: 0.0311228 | val_loss: 0.0311468 | Time: 1944.55 ms [2021-11-21 01:40:26 main:581] : INFO : Epoch 1598 | loss: 0.0311225 | val_loss: 0.0311468 | Time: 1917.23 ms [2021-11-21 01:40:28 main:581] : INFO : Epoch 1599 | loss: 0.0311243 | val_loss: 0.0311451 | Time: 1938.18 ms [2021-11-21 01:40:30 main:581] : INFO : Epoch 1600 | loss: 0.0311264 | val_loss: 0.0311577 | Time: 1987.37 ms [2021-11-21 01:40:32 main:581] : INFO : Epoch 1601 | loss: 0.0311227 | val_loss: 0.0311465 | Time: 1959.81 ms [2021-11-21 01:40:34 main:581] : INFO : Epoch 1602 | loss: 0.0311214 | val_loss: 0.031149 | Time: 1966.2 ms [2021-11-21 01:40:36 main:581] : INFO : Epoch 1603 | loss: 0.0311224 | val_loss: 0.0311478 | Time: 1995.9 ms [2021-11-21 01:40:38 main:581] : INFO : Epoch 1604 | loss: 0.031124 | val_loss: 0.0311527 | Time: 1940.22 ms [2021-11-21 01:40:40 main:581] : INFO : Epoch 1605 | loss: 0.031123 | val_loss: 0.0311469 | Time: 1953.31 ms [2021-11-21 01:40:42 main:581] : INFO : Epoch 1606 | loss: 0.0311214 | val_loss: 0.0311506 | Time: 1994.98 ms [2021-11-21 01:40:44 main:581] : INFO : Epoch 1607 | loss: 0.0311226 | val_loss: 0.0311475 | Time: 1964.03 ms [2021-11-21 01:40:46 main:581] : INFO : Epoch 1608 | loss: 0.0311202 | val_loss: 0.0311557 | Time: 1956.51 ms [2021-11-21 01:40:47 main:581] : INFO : Epoch 1609 | loss: 0.0311238 | val_loss: 0.0311505 | Time: 1940.12 ms [2021-11-21 01:40:50 main:581] : INFO : Epoch 1610 | loss: 0.0311246 | val_loss: 0.031148 | Time: 2213.25 ms [2021-11-21 01:40:52 main:581] : INFO : Epoch 1611 | loss: 0.0311238 | val_loss: 0.0311439 | Time: 2005.31 ms [2021-11-21 01:40:54 main:581] : INFO : Epoch 1612 | loss: 0.0311282 | val_loss: 0.0311453 | Time: 1944.45 ms [2021-11-21 01:40:56 main:581] : INFO : Epoch 1613 | loss: 0.0311272 | val_loss: 0.0311473 | Time: 1967.83 ms [2021-11-21 01:40:58 main:581] : INFO : Epoch 1614 | loss: 0.0311304 | val_loss: 0.0311441 | Time: 1978.02 ms [2021-11-21 01:41:00 main:581] : INFO : Epoch 1615 | loss: 0.0311329 | val_loss: 0.0311462 | Time: 1968.01 ms [2021-11-21 01:41:02 main:581] : INFO : Epoch 1616 | loss: 0.0311327 | val_loss: 0.0311465 | Time: 1952.34 ms [2021-11-21 01:41:03 main:581] : INFO : Epoch 1617 | loss: 0.0311329 | val_loss: 0.0311475 | Time: 1954.37 ms [2021-11-21 01:41:05 main:581] : INFO : Epoch 1618 | loss: 0.0311368 | val_loss: 0.031146 | Time: 1944.46 ms [2021-11-21 01:41:07 main:581] : INFO : Epoch 1619 | loss: 0.031135 | val_loss: 0.0311542 | Time: 1909.58 ms [2021-11-21 01:41:09 main:581] : INFO : Epoch 1620 | loss: 0.0311351 | val_loss: 0.031142 | Time: 1968.36 ms [2021-11-21 01:41:11 main:581] : INFO : Epoch 1621 | loss: 0.0311354 | val_loss: 0.0311455 | Time: 1934.01 ms [2021-11-21 01:41:13 main:581] : INFO : Epoch 1622 | loss: 0.0311345 | val_loss: 0.0311456 | Time: 1932.71 ms [2021-11-21 01:41:15 main:581] : INFO : Epoch 1623 | loss: 0.0311353 | val_loss: 0.0311433 | Time: 1988.63 ms [2021-11-21 01:41:17 main:581] : INFO : Epoch 1624 | loss: 0.0311334 | val_loss: 0.0311445 | Time: 1970.29 ms [2021-11-21 01:41:19 main:581] : INFO : Epoch 1625 | loss: 0.0311369 | val_loss: 0.0311468 | Time: 1956.64 ms [2021-11-21 01:41:21 main:581] : INFO : Epoch 1626 | loss: 0.0311379 | val_loss: 0.0311461 | Time: 1975.36 ms [2021-11-21 01:41:23 main:581] : INFO : Epoch 1627 | loss: 0.0311341 | val_loss: 0.0311476 | Time: 1947.78 ms [2021-11-21 01:41:25 main:581] : INFO : Epoch 1628 | loss: 0.0311341 | val_loss: 0.03115 | Time: 1946.2 ms [2021-11-21 01:41:27 main:581] : INFO : Epoch 1629 | loss: 0.0311331 | val_loss: 0.031146 | Time: 1939.68 ms [2021-11-21 01:41:29 main:581] : INFO : Epoch 1630 | loss: 0.031133 | val_loss: 0.0311495 | Time: 1982.51 ms [2021-11-21 01:41:31 main:581] : INFO : Epoch 1631 | loss: 0.0311339 | val_loss: 0.0311463 | Time: 1951.47 ms [2021-11-21 01:41:33 main:581] : INFO : Epoch 1632 | loss: 0.0311334 | val_loss: 0.0311502 | Time: 1938.47 ms [2021-11-21 01:41:35 main:581] : INFO : Epoch 1633 | loss: 0.0311304 | val_loss: 0.0311487 | Time: 1951.43 ms [2021-11-21 01:41:37 main:581] : INFO : Epoch 1634 | loss: 0.0311294 | val_loss: 0.031147 | Time: 2054.13 ms [2021-11-21 01:41:39 main:581] : INFO : Epoch 1635 | loss: 0.0311287 | val_loss: 0.0311465 | Time: 1980.56 ms [2021-11-21 01:41:41 main:581] : INFO : Epoch 1636 | loss: 0.0311298 | val_loss: 0.0311484 | Time: 1989.23 ms [2021-11-21 01:41:43 main:581] : INFO : Epoch 1637 | loss: 0.0311304 | val_loss: 0.0311504 | Time: 1958.72 ms [2021-11-21 01:41:45 main:581] : INFO : Epoch 1638 | loss: 0.0311292 | val_loss: 0.031151 | Time: 1965.33 ms [2021-11-21 01:41:47 main:581] : INFO : Epoch 1639 | loss: 0.0311311 | val_loss: 0.0311534 | Time: 1965.47 ms [2021-11-21 01:41:49 main:581] : INFO : Epoch 1640 | loss: 0.0311302 | val_loss: 0.0311491 | Time: 1999.88 ms [2021-11-21 01:41:51 main:581] : INFO : Epoch 1641 | loss: 0.0311293 | val_loss: 0.0311487 | Time: 1941.16 ms [2021-11-21 01:41:52 main:581] : INFO : Epoch 1642 | loss: 0.0311285 | val_loss: 0.031145 | Time: 1936.77 ms [2021-11-21 01:41:54 main:581] : INFO : Epoch 1643 | loss: 0.0311295 | val_loss: 0.0311442 | Time: 1945.6 ms [2021-11-21 01:41:56 main:581] : INFO : Epoch 1644 | loss: 0.0311302 | val_loss: 0.031148 | Time: 1968.36 ms [2021-11-21 01:41:58 main:581] : INFO : Epoch 1645 | loss: 0.0311322 | val_loss: 0.0311436 | Time: 1935.2 ms [2021-11-21 01:42:00 main:581] : INFO : Epoch 1646 | loss: 0.0311345 | val_loss: 0.0311513 | Time: 1963.57 ms [2021-11-21 01:42:02 main:581] : INFO : Epoch 1647 | loss: 0.0311342 | val_loss: 0.0311471 | Time: 1935.17 ms [2021-11-21 01:42:04 main:581] : INFO : Epoch 1648 | loss: 0.0311308 | val_loss: 0.0311551 | Time: 1966.17 ms [2021-11-21 01:42:06 main:581] : INFO : Epoch 1649 | loss: 0.0311338 | val_loss: 0.0311521 | Time: 1950.91 ms [2021-11-21 01:42:08 main:581] : INFO : Epoch 1650 | loss: 0.0311317 | val_loss: 0.031154 | Time: 1969.67 ms [2021-11-21 01:42:10 main:581] : INFO : Epoch 1651 | loss: 0.0311309 | val_loss: 0.0311508 | Time: 1954.31 ms [2021-11-21 01:42:12 main:581] : INFO : Epoch 1652 | loss: 0.0311286 | val_loss: 0.0311494 | Time: 1950 ms [2021-11-21 01:42:14 main:581] : INFO : Epoch 1653 | loss: 0.0311279 | val_loss: 0.0311511 | Time: 1966.73 ms [2021-11-21 01:42:16 main:581] : INFO : Epoch 1654 | loss: 0.0311282 | val_loss: 0.0311494 | Time: 1986 ms [2021-11-21 01:42:18 main:581] : INFO : Epoch 1655 | loss: 0.0311279 | val_loss: 0.0311524 | Time: 2007.56 ms [2021-11-21 01:42:20 main:581] : INFO : Epoch 1656 | loss: 0.0311271 | val_loss: 0.0311526 | Time: 1995.52 ms [2021-11-21 01:42:22 main:581] : INFO : Epoch 1657 | loss: 0.031131 | val_loss: 0.0311525 | Time: 1963.8 ms [2021-11-21 01:42:24 main:581] : INFO : Epoch 1658 | loss: 0.0311335 | val_loss: 0.0311513 | Time: 1959.55 ms [2021-11-21 01:42:26 main:581] : INFO : Epoch 1659 | loss: 0.031132 | val_loss: 0.0311526 | Time: 1936.64 ms [2021-11-21 01:42:28 main:581] : INFO : Epoch 1660 | loss: 0.031133 | val_loss: 0.0311517 | Time: 1944.42 ms [2021-11-21 01:42:30 main:581] : INFO : Epoch 1661 | loss: 0.0311305 | val_loss: 0.0311505 | Time: 1965.91 ms [2021-11-21 01:42:32 main:581] : INFO : Epoch 1662 | loss: 0.0311284 | val_loss: 0.0311528 | Time: 1933.35 ms [2021-11-21 01:42:34 main:581] : INFO : Epoch 1663 | loss: 0.0311285 | val_loss: 0.0311467 | Time: 1932.17 ms [2021-11-21 01:42:36 main:581] : INFO : Epoch 1664 | loss: 0.0311315 | val_loss: 0.0311539 | Time: 1996.67 ms [2021-11-21 01:42:38 main:581] : INFO : Epoch 1665 | loss: 0.0311318 | val_loss: 0.0311496 | Time: 1944.3 ms [2021-11-21 01:42:40 main:581] : INFO : Epoch 1666 | loss: 0.031128 | val_loss: 0.0311491 | Time: 1969.62 ms [2021-11-21 01:42:41 main:581] : INFO : Epoch 1667 | loss: 0.031128 | val_loss: 0.0311537 | Time: 1949.32 ms [2021-11-21 01:42:43 main:581] : INFO : Epoch 1668 | loss: 0.0311255 | val_loss: 0.0311508 | Time: 1997.86 ms [2021-11-21 01:42:45 main:581] : INFO : Epoch 1669 | loss: 0.031125 | val_loss: 0.0311556 | Time: 1971.3 ms [2021-11-21 01:42:47 main:581] : INFO : Epoch 1670 | loss: 0.0311254 | val_loss: 0.0311513 | Time: 1929.91 ms [2021-11-21 01:42:49 main:581] : INFO : Epoch 1671 | loss: 0.0311233 | val_loss: 0.0311526 | Time: 1937.09 ms [2021-11-21 01:42:51 main:581] : INFO : Epoch 1672 | loss: 0.0311231 | val_loss: 0.0311499 | Time: 1934.01 ms [2021-11-21 01:42:53 main:581] : INFO : Epoch 1673 | loss: 0.0311221 | val_loss: 0.0311519 | Time: 1969.2 ms [2021-11-21 01:42:55 main:581] : INFO : Epoch 1674 | loss: 0.0311248 | val_loss: 0.0311466 | Time: 1960.3 ms [2021-11-21 01:42:57 main:581] : INFO : Epoch 1675 | loss: 0.0311276 | val_loss: 0.0311601 | Time: 2010.43 ms [2021-11-21 01:42:59 main:581] : INFO : Epoch 1676 | loss: 0.0311292 | val_loss: 0.0311489 | Time: 1954.45 ms [2021-11-21 01:43:01 main:581] : INFO : Epoch 1677 | loss: 0.0311293 | val_loss: 0.0311533 | Time: 1948.66 ms [2021-11-21 01:43:03 main:581] : INFO : Epoch 1678 | loss: 0.031126 | val_loss: 0.0311508 | Time: 1952.71 ms [2021-11-21 01:43:05 main:581] : INFO : Epoch 1679 | loss: 0.0311258 | val_loss: 0.0311513 | Time: 1958.96 ms [2021-11-21 01:43:07 main:581] : INFO : Epoch 1680 | loss: 0.0311254 | val_loss: 0.0311519 | Time: 1943.6 ms [2021-11-21 01:43:09 main:581] : INFO : Epoch 1681 | loss: 0.0311253 | val_loss: 0.0311489 | Time: 1963.34 ms [2021-11-21 01:43:11 main:581] : INFO : Epoch 1682 | loss: 0.0311246 | val_loss: 0.0311458 | Time: 1999.81 ms [2021-11-21 01:43:13 main:581] : INFO : Epoch 1683 | loss: 0.0311275 | val_loss: 0.031152 | Time: 1958.03 ms [2021-11-21 01:43:15 main:581] : INFO : Epoch 1684 | loss: 0.0311301 | val_loss: 0.0311628 | Time: 2000.31 ms [2021-11-21 01:43:17 main:581] : INFO : Epoch 1685 | loss: 0.0311355 | val_loss: 0.0311671 | Time: 1985.91 ms [2021-11-21 01:43:19 main:581] : INFO : Epoch 1686 | loss: 0.0320228 | val_loss: 0.0316725 | Time: 1947.46 ms [2021-11-21 01:43:21 main:581] : INFO : Epoch 1687 | loss: 0.0950171 | val_loss: 0.0391721 | Time: 1919.69 ms [2021-11-21 01:43:23 main:581] : INFO : Epoch 1688 | loss: 0.0405486 | val_loss: 0.03149 | Time: 1927.7 ms [2021-11-21 01:43:25 main:581] : INFO : Epoch 1689 | loss: 0.0322854 | val_loss: 0.0318588 | Time: 1936.34 ms [2021-11-21 01:43:27 main:581] : INFO : Epoch 1690 | loss: 0.0314562 | val_loss: 0.0313499 | Time: 2009.38 ms [2021-11-21 01:43:29 main:581] : INFO : Epoch 1691 | loss: 0.0312793 | val_loss: 0.0312549 | Time: 1955.32 ms [2021-11-21 01:43:31 main:581] : INFO : Epoch 1692 | loss: 0.0312467 | val_loss: 0.0312415 | Time: 1948.17 ms [2021-11-21 01:43:32 main:581] : INFO : Epoch 1693 | loss: 0.0312393 | val_loss: 0.0312386 | Time: 1973.9 ms [2021-11-21 01:43:34 main:581] : INFO : Epoch 1694 | loss: 0.0312356 | val_loss: 0.0312336 | Time: 1946.35 ms [2021-11-21 01:43:36 main:581] : INFO : Epoch 1695 | loss: 0.0312327 | val_loss: 0.0312318 | Time: 1931.31 ms [2021-11-21 01:43:38 main:581] : INFO : Epoch 1696 | loss: 0.0312318 | val_loss: 0.0312322 | Time: 1942.58 ms [2021-11-21 01:43:40 main:581] : INFO : Epoch 1697 | loss: 0.0312302 | val_loss: 0.0312281 | Time: 1956.61 ms [2021-11-21 01:43:42 main:581] : INFO : Epoch 1698 | loss: 0.0312277 | val_loss: 0.031226 | Time: 1964.51 ms [2021-11-21 01:43:44 main:581] : INFO : Epoch 1699 | loss: 0.0312269 | val_loss: 0.0312256 | Time: 1984.67 ms [2021-11-21 01:43:46 main:581] : INFO : Epoch 1700 | loss: 0.0312269 | val_loss: 0.031223 | Time: 1944.43 ms [2021-11-21 01:43:48 main:581] : INFO : Epoch 1701 | loss: 0.031225 | val_loss: 0.0312281 | Time: 1982.46 ms [2021-11-21 01:43:50 main:581] : INFO : Epoch 1702 | loss: 0.0312246 | val_loss: 0.0312232 | Time: 1939.53 ms [2021-11-21 01:43:52 main:581] : INFO : Epoch 1703 | loss: 0.0312223 | val_loss: 0.0312199 | Time: 2018.01 ms [2021-11-21 01:43:54 main:581] : INFO : Epoch 1704 | loss: 0.0312207 | val_loss: 0.0312205 | Time: 1967.75 ms [2021-11-21 01:43:56 main:581] : INFO : Epoch 1705 | loss: 0.0312204 | val_loss: 0.031217 | Time: 1991.89 ms [2021-11-21 01:43:58 main:581] : INFO : Epoch 1706 | loss: 0.0312176 | val_loss: 0.0312145 | Time: 1971.09 ms [2021-11-21 01:44:00 main:581] : INFO : Epoch 1707 | loss: 0.031216 | val_loss: 0.0312134 | Time: 1972.08 ms [2021-11-21 01:44:02 main:581] : INFO : Epoch 1708 | loss: 0.0312161 | val_loss: 0.0312128 | Time: 1928.31 ms [2021-11-21 01:44:04 main:581] : INFO : Epoch 1709 | loss: 0.0312138 | val_loss: 0.0312113 | Time: 1911.72 ms [2021-11-21 01:44:06 main:581] : INFO : Epoch 1710 | loss: 0.031213 | val_loss: 0.0312109 | Time: 1922.94 ms [2021-11-21 01:44:08 main:581] : INFO : Epoch 1711 | loss: 0.0312122 | val_loss: 0.0312102 | Time: 1927.29 ms [2021-11-21 01:44:10 main:581] : INFO : Epoch 1712 | loss: 0.0312117 | val_loss: 0.0312101 | Time: 1962.94 ms [2021-11-21 01:44:12 main:581] : INFO : Epoch 1713 | loss: 0.0312125 | val_loss: 0.0312174 | Time: 1956.53 ms [2021-11-21 01:44:14 main:581] : INFO : Epoch 1714 | loss: 0.0312138 | val_loss: 0.0312086 | Time: 1971.8 ms [2021-11-21 01:44:16 main:581] : INFO : Epoch 1715 | loss: 0.0312105 | val_loss: 0.0312081 | Time: 1951.98 ms [2021-11-21 01:44:18 main:581] : INFO : Epoch 1716 | loss: 0.0312097 | val_loss: 0.0312181 | Time: 2005.14 ms [2021-11-21 01:44:20 main:581] : INFO : Epoch 1717 | loss: 0.0312115 | val_loss: 0.0312058 | Time: 1965.8 ms [2021-11-21 01:44:21 main:581] : INFO : Epoch 1718 | loss: 0.0312079 | val_loss: 0.0312054 | Time: 1954.91 ms [2021-11-21 01:44:23 main:581] : INFO : Epoch 1719 | loss: 0.031209 | val_loss: 0.0312066 | Time: 1956.75 ms [2021-11-21 01:44:25 main:581] : INFO : Epoch 1720 | loss: 0.031208 | val_loss: 0.0312105 | Time: 1954.05 ms [2021-11-21 01:44:27 main:581] : INFO : Epoch 1721 | loss: 0.0312075 | val_loss: 0.0312066 | Time: 1990.99 ms [2021-11-21 01:44:29 main:581] : INFO : Epoch 1722 | loss: 0.0312072 | val_loss: 0.0312067 | Time: 1987.3 ms [2021-11-21 01:44:31 main:581] : INFO : Epoch 1723 | loss: 0.0312048 | val_loss: 0.0312018 | Time: 1972.74 ms [2021-11-21 01:44:33 main:581] : INFO : Epoch 1724 | loss: 0.0312032 | val_loss: 0.0312009 | Time: 1988.17 ms [2021-11-21 01:44:35 main:581] : INFO : Epoch 1725 | loss: 0.0312023 | val_loss: 0.0312011 | Time: 1985.53 ms [2021-11-21 01:44:37 main:581] : INFO : Epoch 1726 | loss: 0.0312047 | val_loss: 0.0312002 | Time: 2021.97 ms [2021-11-21 01:44:39 main:581] : INFO : Epoch 1727 | loss: 0.0312018 | val_loss: 0.0311994 | Time: 1984.69 ms [2021-11-21 01:44:41 main:581] : INFO : Epoch 1728 | loss: 0.0312012 | val_loss: 0.0312013 | Time: 2020.31 ms [2021-11-21 01:44:43 main:581] : INFO : Epoch 1729 | loss: 0.0312022 | val_loss: 0.0311981 | Time: 1950.68 ms [2021-11-21 01:44:45 main:581] : INFO : Epoch 1730 | loss: 0.0312012 | val_loss: 0.0311982 | Time: 2149.31 ms [2021-11-21 01:44:47 main:581] : INFO : Epoch 1731 | loss: 0.031201 | val_loss: 0.0311996 | Time: 1967.35 ms [2021-11-21 01:44:49 main:581] : INFO : Epoch 1732 | loss: 0.0312005 | val_loss: 0.0311971 | Time: 1923.99 ms [2021-11-21 01:44:51 main:581] : INFO : Epoch 1733 | loss: 0.0311996 | val_loss: 0.0311967 | Time: 1940.03 ms [2021-11-21 01:44:53 main:581] : INFO : Epoch 1734 | loss: 0.0311991 | val_loss: 0.0311976 | Time: 1971.06 ms [2021-11-21 01:44:55 main:581] : INFO : Epoch 1735 | loss: 0.0311995 | val_loss: 0.0311972 | Time: 1990.26 ms [2021-11-21 01:44:57 main:581] : INFO : Epoch 1736 | loss: 0.0311991 | val_loss: 0.0311977 | Time: 1960.64 ms [2021-11-21 01:44:59 main:581] : INFO : Epoch 1737 | loss: 0.0312021 | val_loss: 0.0311961 | Time: 1937.49 ms [2021-11-21 01:45:01 main:581] : INFO : Epoch 1738 | loss: 0.0311995 | val_loss: 0.0311956 | Time: 1947.08 ms [2021-11-21 01:45:03 main:581] : INFO : Epoch 1739 | loss: 0.0311981 | val_loss: 0.0311963 | Time: 1972.07 ms [2021-11-21 01:45:05 main:581] : INFO : Epoch 1740 | loss: 0.0311982 | val_loss: 0.0311955 | Time: 1966.49 ms [2021-11-21 01:45:07 main:581] : INFO : Epoch 1741 | loss: 0.0311977 | val_loss: 0.0311951 | Time: 1943.33 ms [2021-11-21 01:45:09 main:581] : INFO : Epoch 1742 | loss: 0.0311977 | val_loss: 0.0311949 | Time: 1961.86 ms [2021-11-21 01:45:11 main:581] : INFO : Epoch 1743 | loss: 0.0311983 | val_loss: 0.0311966 | Time: 1965.53 ms [2021-11-21 01:45:13 main:581] : INFO : Epoch 1744 | loss: 0.0311976 | val_loss: 0.0311946 | Time: 1967.65 ms [2021-11-21 01:45:15 main:581] : INFO : Epoch 1745 | loss: 0.0311972 | val_loss: 0.0312011 | Time: 1956.94 ms [2021-11-21 01:45:17 main:581] : INFO : Epoch 1746 | loss: 0.0311988 | val_loss: 0.031195 | Time: 1966.05 ms [2021-11-21 01:45:19 main:581] : INFO : Epoch 1747 | loss: 0.0311967 | val_loss: 0.031194 | Time: 1966.63 ms [2021-11-21 01:45:21 main:581] : INFO : Epoch 1748 | loss: 0.0311963 | val_loss: 0.0311941 | Time: 1942.06 ms [2021-11-21 01:45:23 main:581] : INFO : Epoch 1749 | loss: 0.0311969 | val_loss: 0.0311975 | Time: 1964.15 ms [2021-11-21 01:45:25 main:581] : INFO : Epoch 1750 | loss: 0.0311967 | val_loss: 0.0311949 | Time: 1956.46 ms [2021-11-21 01:45:27 main:581] : INFO : Epoch 1751 | loss: 0.0311948 | val_loss: 0.0311911 | Time: 1947.23 ms [2021-11-21 01:45:28 main:581] : INFO : Epoch 1752 | loss: 0.0311941 | val_loss: 0.0311952 | Time: 1920.79 ms [2021-11-21 01:45:30 main:581] : INFO : Epoch 1753 | loss: 0.0311952 | val_loss: 0.0311893 | Time: 1955.3 ms [2021-11-21 01:45:32 main:581] : INFO : Epoch 1754 | loss: 0.0311917 | val_loss: 0.0311893 | Time: 1923.41 ms [2021-11-21 01:45:34 main:581] : INFO : Epoch 1755 | loss: 0.0311924 | val_loss: 0.0311886 | Time: 1967.59 ms [2021-11-21 01:45:36 main:581] : INFO : Epoch 1756 | loss: 0.0311924 | val_loss: 0.0311912 | Time: 1928.38 ms [2021-11-21 01:45:38 main:581] : INFO : Epoch 1757 | loss: 0.0311936 | val_loss: 0.0311909 | Time: 1990.1 ms [2021-11-21 01:45:40 main:581] : INFO : Epoch 1758 | loss: 0.0311983 | val_loss: 0.0311881 | Time: 1954.61 ms [2021-11-21 01:45:42 main:581] : INFO : Epoch 1759 | loss: 0.0311968 | val_loss: 0.0311878 | Time: 1944.39 ms [2021-11-21 01:45:44 main:581] : INFO : Epoch 1760 | loss: 0.0311901 | val_loss: 0.0311883 | Time: 1962.94 ms [2021-11-21 01:45:46 main:581] : INFO : Epoch 1761 | loss: 0.0311943 | val_loss: 0.0312019 | Time: 1959.62 ms [2021-11-21 01:45:48 main:581] : INFO : Epoch 1762 | loss: 0.0311944 | val_loss: 0.031188 | Time: 2005.87 ms [2021-11-21 01:45:50 main:581] : INFO : Epoch 1763 | loss: 0.0311903 | val_loss: 0.0311906 | Time: 2028.28 ms [2021-11-21 01:45:52 main:581] : INFO : Epoch 1764 | loss: 0.0311952 | val_loss: 0.0311902 | Time: 1991.29 ms [2021-11-21 01:45:54 main:581] : INFO : Epoch 1765 | loss: 0.0311895 | val_loss: 0.0311871 | Time: 1956.18 ms [2021-11-21 01:45:56 main:581] : INFO : Epoch 1766 | loss: 0.0311894 | val_loss: 0.0311878 | Time: 1980.6 ms [2021-11-21 01:45:58 main:581] : INFO : Epoch 1767 | loss: 0.0311889 | val_loss: 0.0311877 | Time: 1984.41 ms [2021-11-21 01:46:00 main:581] : INFO : Epoch 1768 | loss: 0.0311886 | val_loss: 0.0311867 | Time: 1965.02 ms [2021-11-21 01:46:02 main:581] : INFO : Epoch 1769 | loss: 0.0311891 | val_loss: 0.0311863 | Time: 1929.23 ms [2021-11-21 01:46:04 main:581] : INFO : Epoch 1770 | loss: 0.0311884 | val_loss: 0.0311878 | Time: 1940.9 ms [2021-11-21 01:46:06 main:581] : INFO : Epoch 1771 | loss: 0.0311895 | val_loss: 0.0311866 | Time: 1941.29 ms [2021-11-21 01:46:08 main:581] : INFO : Epoch 1772 | loss: 0.0311885 | val_loss: 0.0311874 | Time: 1942 ms [2021-11-21 01:46:10 main:581] : INFO : Epoch 1773 | loss: 0.0311892 | val_loss: 0.031188 | Time: 1973 ms [2021-11-21 01:46:12 main:581] : INFO : Epoch 1774 | loss: 0.0311895 | val_loss: 0.0311875 | Time: 1982.05 ms [2021-11-21 01:46:14 main:581] : INFO : Epoch 1775 | loss: 0.0311884 | val_loss: 0.0311858 | Time: 1927.25 ms [2021-11-21 01:46:16 main:581] : INFO : Epoch 1776 | loss: 0.0311876 | val_loss: 0.0311854 | Time: 1968.25 ms [2021-11-21 01:46:17 main:581] : INFO : Epoch 1777 | loss: 0.0311867 | val_loss: 0.0311867 | Time: 1921.48 ms [2021-11-21 01:46:19 main:581] : INFO : Epoch 1778 | loss: 0.0311869 | val_loss: 0.0311849 | Time: 1923.25 ms [2021-11-21 01:46:21 main:581] : INFO : Epoch 1779 | loss: 0.0311858 | val_loss: 0.0311861 | Time: 1948.72 ms [2021-11-21 01:46:23 main:581] : INFO : Epoch 1780 | loss: 0.0311866 | val_loss: 0.031185 | Time: 1955.69 ms [2021-11-21 01:46:25 main:581] : INFO : Epoch 1781 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 1966.54 ms [2021-11-21 01:46:27 main:581] : INFO : Epoch 1782 | loss: 0.031187 | val_loss: 0.0311866 | Time: 1949.43 ms [2021-11-21 01:46:29 main:581] : INFO : Epoch 1783 | loss: 0.0311861 | val_loss: 0.0311847 | Time: 1942.08 ms [2021-11-21 01:46:31 main:581] : INFO : Epoch 1784 | loss: 0.0311853 | val_loss: 0.0311846 | Time: 1941.01 ms [2021-11-21 01:46:33 main:581] : INFO : Epoch 1785 | loss: 0.0311866 | val_loss: 0.0311869 | Time: 1943.47 ms [2021-11-21 01:46:35 main:581] : INFO : Epoch 1786 | loss: 0.0311848 | val_loss: 0.0311878 | Time: 1960.07 ms [2021-11-21 01:46:37 main:581] : INFO : Epoch 1787 | loss: 0.0311882 | val_loss: 0.0311889 | Time: 1964.44 ms [2021-11-21 01:46:39 main:581] : INFO : Epoch 1788 | loss: 0.0311891 | val_loss: 0.0311949 | Time: 1979.48 ms [2021-11-21 01:46:41 main:581] : INFO : Epoch 1789 | loss: 0.031191 | val_loss: 0.031187 | Time: 1986.52 ms [2021-11-21 01:46:43 main:581] : INFO : Epoch 1790 | loss: 0.0311863 | val_loss: 0.0311832 | Time: 1926.48 ms [2021-11-21 01:46:45 main:581] : INFO : Epoch 1791 | loss: 0.0311857 | val_loss: 0.0311839 | Time: 1974.41 ms [2021-11-21 01:46:47 main:581] : INFO : Epoch 1792 | loss: 0.0311832 | val_loss: 0.0311828 | Time: 1957.12 ms [2021-11-21 01:46:49 main:581] : INFO : Epoch 1793 | loss: 0.031183 | val_loss: 0.0311826 | Time: 1942.47 ms [2021-11-21 01:46:51 main:581] : INFO : Epoch 1794 | loss: 0.0311855 | val_loss: 0.0311825 | Time: 1943.73 ms [2021-11-21 01:46:53 main:581] : INFO : Epoch 1795 | loss: 0.0311894 | val_loss: 0.031203 | Time: 1939.92 ms [2021-11-21 01:46:55 main:581] : INFO : Epoch 1796 | loss: 0.0311859 | val_loss: 0.0311921 | Time: 1925.07 ms [2021-11-21 01:46:56 main:581] : INFO : Epoch 1797 | loss: 0.0311842 | val_loss: 0.0311847 | Time: 1930.48 ms [2021-11-21 01:46:58 main:581] : INFO : Epoch 1798 | loss: 0.0311834 | val_loss: 0.0311819 | Time: 1965.11 ms [2021-11-21 01:47:00 main:581] : INFO : Epoch 1799 | loss: 0.031183 | val_loss: 0.0311822 | Time: 1929.53 ms [2021-11-21 01:47:02 main:581] : INFO : Epoch 1800 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 1941.37 ms [2021-11-21 01:47:04 main:581] : INFO : Epoch 1801 | loss: 0.0311825 | val_loss: 0.0311818 | Time: 1932.42 ms [2021-11-21 01:47:06 main:581] : INFO : Epoch 1802 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 1955.33 ms [2021-11-21 01:47:08 main:581] : INFO : Epoch 1803 | loss: 0.0311822 | val_loss: 0.0311813 | Time: 1964.69 ms [2021-11-21 01:47:10 main:581] : INFO : Epoch 1804 | loss: 0.0311837 | val_loss: 0.0311824 | Time: 1982.22 ms [2021-11-21 01:47:12 main:581] : INFO : Epoch 1805 | loss: 0.0311824 | val_loss: 0.0311803 | Time: 1962.39 ms [2021-11-21 01:47:14 main:581] : INFO : Epoch 1806 | loss: 0.0311836 | val_loss: 0.0311813 | Time: 1967.44 ms [2021-11-21 01:47:16 main:581] : INFO : Epoch 1807 | loss: 0.0311816 | val_loss: 0.0311811 | Time: 1991.9 ms [2021-11-21 01:47:18 main:581] : INFO : Epoch 1808 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 1997.23 ms [2021-11-21 01:47:20 main:581] : INFO : Epoch 1809 | loss: 0.03118 | val_loss: 0.0311796 | Time: 2001.47 ms [2021-11-21 01:47:22 main:581] : INFO : Epoch 1810 | loss: 0.0311822 | val_loss: 0.0311794 | Time: 1945.02 ms [2021-11-21 01:47:24 main:581] : INFO : Epoch 1811 | loss: 0.031181 | val_loss: 0.0311831 | Time: 1924.42 ms [2021-11-21 01:47:26 main:581] : INFO : Epoch 1812 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 1957.55 ms [2021-11-21 01:47:28 main:581] : INFO : Epoch 1813 | loss: 0.031181 | val_loss: 0.0311807 | Time: 1973.78 ms [2021-11-21 01:47:30 main:581] : INFO : Epoch 1814 | loss: 0.0311804 | val_loss: 0.03118 | Time: 1955.1 ms [2021-11-21 01:47:32 main:581] : INFO : Epoch 1815 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 1945.26 ms [2021-11-21 01:47:34 main:581] : INFO : Epoch 1816 | loss: 0.0311794 | val_loss: 0.031182 | Time: 1937.47 ms [2021-11-21 01:47:36 main:581] : INFO : Epoch 1817 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 2011.45 ms [2021-11-21 01:47:38 main:581] : INFO : Epoch 1818 | loss: 0.0311821 | val_loss: 0.0311857 | Time: 1942.04 ms [2021-11-21 01:47:40 main:581] : INFO : Epoch 1819 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 1929.56 ms [2021-11-21 01:47:42 main:581] : INFO : Epoch 1820 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 1967.64 ms [2021-11-21 01:47:44 main:581] : INFO : Epoch 1821 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 1932.5 ms [2021-11-21 01:47:45 main:581] : INFO : Epoch 1822 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 1970.66 ms [2021-11-21 01:47:47 main:581] : INFO : Epoch 1823 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 1947.3 ms [2021-11-21 01:47:49 main:581] : INFO : Epoch 1824 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 1964.62 ms [2021-11-21 01:47:51 main:581] : INFO : Epoch 1825 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 2067.08 ms [2021-11-21 01:47:53 main:581] : INFO : Epoch 1826 | loss: 0.0311802 | val_loss: 0.031183 | Time: 1950.72 ms [2021-11-21 01:47:55 main:581] : INFO : Epoch 1827 | loss: 0.0311788 | val_loss: 0.031183 | Time: 1991.33 ms [2021-11-21 01:47:57 main:581] : INFO : Epoch 1828 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 1943.93 ms [2021-11-21 01:47:59 main:581] : INFO : Epoch 1829 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 1942.05 ms [2021-11-21 01:48:01 main:581] : INFO : Epoch 1830 | loss: 0.0311801 | val_loss: 0.0311814 | Time: 1969.86 ms [2021-11-21 01:48:03 main:581] : INFO : Epoch 1831 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 1964.95 ms [2021-11-21 01:48:05 main:581] : INFO : Epoch 1832 | loss: 0.0311796 | val_loss: 0.0311877 | Time: 1945.86 ms [2021-11-21 01:48:07 main:581] : INFO : Epoch 1833 | loss: 0.03118 | val_loss: 0.0311876 | Time: 1935.1 ms [2021-11-21 01:48:09 main:581] : INFO : Epoch 1834 | loss: 0.031179 | val_loss: 0.0311781 | Time: 1966.91 ms [2021-11-21 01:48:11 main:581] : INFO : Epoch 1835 | loss: 0.0311754 | val_loss: 0.031177 | Time: 1963.14 ms [2021-11-21 01:48:13 main:581] : INFO : Epoch 1836 | loss: 0.0311749 | val_loss: 0.0311887 | Time: 1936.77 ms [2021-11-21 01:48:15 main:581] : INFO : Epoch 1837 | loss: 0.0311796 | val_loss: 0.0311758 | Time: 1977.2 ms [2021-11-21 01:48:17 main:581] : INFO : Epoch 1838 | loss: 0.0311791 | val_loss: 0.0311751 | Time: 1976.9 ms [2021-11-21 01:48:19 main:581] : INFO : Epoch 1839 | loss: 0.0311719 | val_loss: 0.031176 | Time: 1943.46 ms [2021-11-21 01:48:21 main:581] : INFO : Epoch 1840 | loss: 0.0311712 | val_loss: 0.0311733 | Time: 2009.68 ms [2021-11-21 01:48:23 main:581] : INFO : Epoch 1841 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1931.55 ms [2021-11-21 01:48:25 main:581] : INFO : Epoch 1842 | loss: 0.0311697 | val_loss: 0.0311722 | Time: 1995.86 ms [2021-11-21 01:48:27 main:581] : INFO : Epoch 1843 | loss: 0.031171 | val_loss: 0.0311723 | Time: 1944.47 ms [2021-11-21 01:48:29 main:581] : INFO : Epoch 1844 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 1920.61 ms [2021-11-21 01:48:31 main:581] : INFO : Epoch 1845 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 1951.72 ms [2021-11-21 01:48:33 main:581] : INFO : Epoch 1846 | loss: 0.0311727 | val_loss: 0.0311727 | Time: 1952.86 ms [2021-11-21 01:48:35 main:581] : INFO : Epoch 1847 | loss: 0.0311701 | val_loss: 0.0311725 | Time: 1953.91 ms [2021-11-21 01:48:37 main:581] : INFO : Epoch 1848 | loss: 0.0311701 | val_loss: 0.0311714 | Time: 1973.51 ms [2021-11-21 01:48:38 main:581] : INFO : Epoch 1849 | loss: 0.0311706 | val_loss: 0.0311737 | Time: 1979.8 ms [2021-11-21 01:48:40 main:581] : INFO : Epoch 1850 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 1974.46 ms [2021-11-21 01:48:42 main:581] : INFO : Epoch 1851 | loss: 0.031168 | val_loss: 0.0311707 | Time: 1971.56 ms [2021-11-21 01:48:44 main:581] : INFO : Epoch 1852 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 1951.18 ms [2021-11-21 01:48:46 main:581] : INFO : Epoch 1853 | loss: 0.0311667 | val_loss: 0.0311774 | Time: 1971.27 ms [2021-11-21 01:48:48 main:581] : INFO : Epoch 1854 | loss: 0.0311692 | val_loss: 0.0311714 | Time: 1936.99 ms [2021-11-21 01:48:50 main:581] : INFO : Epoch 1855 | loss: 0.0311719 | val_loss: 0.0311988 | Time: 1939.24 ms [2021-11-21 01:48:52 main:581] : INFO : Epoch 1856 | loss: 0.0311795 | val_loss: 0.031173 | Time: 1988.52 ms [2021-11-21 01:48:54 main:581] : INFO : Epoch 1857 | loss: 0.0311784 | val_loss: 0.0311773 | Time: 1954.88 ms [2021-11-21 01:48:56 main:581] : INFO : Epoch 1858 | loss: 0.0311704 | val_loss: 0.031171 | Time: 2030.24 ms [2021-11-21 01:48:58 main:581] : INFO : Epoch 1859 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 1948.32 ms [2021-11-21 01:49:00 main:581] : INFO : Epoch 1860 | loss: 0.0311652 | val_loss: 0.0311708 | Time: 1954.94 ms [2021-11-21 01:49:02 main:581] : INFO : Epoch 1861 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 1968.27 ms [2021-11-21 01:49:04 main:581] : INFO : Epoch 1862 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 1942.41 ms [2021-11-21 01:49:06 main:581] : INFO : Epoch 1863 | loss: 0.0311665 | val_loss: 0.0311877 | Time: 1963.65 ms [2021-11-21 01:49:08 main:581] : INFO : Epoch 1864 | loss: 0.0311714 | val_loss: 0.0311741 | Time: 1946.12 ms [2021-11-21 01:49:10 main:581] : INFO : Epoch 1865 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 1948.82 ms [2021-11-21 01:49:12 main:581] : INFO : Epoch 1866 | loss: 0.0311678 | val_loss: 0.0311711 | Time: 1930.86 ms [2021-11-21 01:49:14 main:581] : INFO : Epoch 1867 | loss: 0.0311655 | val_loss: 0.0311737 | Time: 1937.74 ms [2021-11-21 01:49:16 main:581] : INFO : Epoch 1868 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 1929.37 ms [2021-11-21 01:49:18 main:581] : INFO : Epoch 1869 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 1934.44 ms [2021-11-21 01:49:20 main:581] : INFO : Epoch 1870 | loss: 0.0311623 | val_loss: 0.031172 | Time: 1942.24 ms [2021-11-21 01:49:22 main:581] : INFO : Epoch 1871 | loss: 0.0311669 | val_loss: 0.0311772 | Time: 1974.47 ms [2021-11-21 01:49:24 main:581] : INFO : Epoch 1872 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 2017.21 ms [2021-11-21 01:49:26 main:581] : INFO : Epoch 1873 | loss: 0.0311606 | val_loss: 0.0311684 | Time: 1957.72 ms [2021-11-21 01:49:27 main:581] : INFO : Epoch 1874 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 1960.52 ms [2021-11-21 01:49:29 main:581] : INFO : Epoch 1875 | loss: 0.031163 | val_loss: 0.0311708 | Time: 1965.95 ms [2021-11-21 01:49:31 main:581] : INFO : Epoch 1876 | loss: 0.0311662 | val_loss: 0.031171 | Time: 1976.56 ms [2021-11-21 01:49:33 main:581] : INFO : Epoch 1877 | loss: 0.0311623 | val_loss: 0.0311687 | Time: 1955.46 ms [2021-11-21 01:49:35 main:581] : INFO : Epoch 1878 | loss: 0.0311625 | val_loss: 0.031175 | Time: 1992.6 ms [2021-11-21 01:49:37 main:581] : INFO : Epoch 1879 | loss: 0.0311642 | val_loss: 0.0311948 | Time: 1964.08 ms [2021-11-21 01:49:39 main:581] : INFO : Epoch 1880 | loss: 0.0311687 | val_loss: 0.0311752 | Time: 1974.88 ms [2021-11-21 01:49:41 main:581] : INFO : Epoch 1881 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 2019.04 ms [2021-11-21 01:49:43 main:581] : INFO : Epoch 1882 | loss: 0.0311597 | val_loss: 0.0311756 | Time: 2002.29 ms [2021-11-21 01:49:45 main:581] : INFO : Epoch 1883 | loss: 0.0311613 | val_loss: 0.0311702 | Time: 1969.75 ms [2021-11-21 01:49:47 main:581] : INFO : Epoch 1884 | loss: 0.0311598 | val_loss: 0.031183 | Time: 1966.08 ms [2021-11-21 01:49:49 main:581] : INFO : Epoch 1885 | loss: 0.0311589 | val_loss: 0.0311703 | Time: 1977.19 ms [2021-11-21 01:49:51 main:581] : INFO : Epoch 1886 | loss: 0.0311569 | val_loss: 0.0311727 | Time: 2038.69 ms [2021-11-21 01:49:53 main:581] : INFO : Epoch 1887 | loss: 0.0311573 | val_loss: 0.0311716 | Time: 2020.7 ms [2021-11-21 01:49:55 main:581] : INFO : Epoch 1888 | loss: 0.0311571 | val_loss: 0.0311701 | Time: 1946.46 ms [2021-11-21 01:49:57 main:581] : INFO : Epoch 1889 | loss: 0.0311559 | val_loss: 0.0311712 | Time: 1997.04 ms [2021-11-21 01:49:59 main:581] : INFO : Epoch 1890 | loss: 0.031158 | val_loss: 0.0311755 | Time: 1954.66 ms [2021-11-21 01:50:01 main:581] : INFO : Epoch 1891 | loss: 0.0311584 | val_loss: 0.0311705 | Time: 1981.26 ms [2021-11-21 01:50:03 main:581] : INFO : Epoch 1892 | loss: 0.0311575 | val_loss: 0.0311703 | Time: 1947.02 ms [2021-11-21 01:50:05 main:581] : INFO : Epoch 1893 | loss: 0.031156 | val_loss: 0.0311675 | Time: 1942.36 ms [2021-11-21 01:50:07 main:581] : INFO : Epoch 1894 | loss: 0.0311601 | val_loss: 0.0311723 | Time: 1980.06 ms [2021-11-21 01:50:09 main:581] : INFO : Epoch 1895 | loss: 0.0311586 | val_loss: 0.0311672 | Time: 1936.16 ms [2021-11-21 01:50:11 main:581] : INFO : Epoch 1896 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 1949.41 ms [2021-11-21 01:50:13 main:581] : INFO : Epoch 1897 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 1950.35 ms [2021-11-21 01:50:15 main:581] : INFO : Epoch 1898 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 1958.02 ms [2021-11-21 01:50:17 main:581] : INFO : Epoch 1899 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 1960.69 ms [2021-11-21 01:50:19 main:581] : INFO : Epoch 1900 | loss: 0.0311535 | val_loss: 0.0311662 | Time: 1963.58 ms [2021-11-21 01:50:21 main:581] : INFO : Epoch 1901 | loss: 0.0311551 | val_loss: 0.0311799 | Time: 1957.12 ms [2021-11-21 01:50:23 main:581] : INFO : Epoch 1902 | loss: 0.0311581 | val_loss: 0.031168 | Time: 1971.11 ms [2021-11-21 01:50:25 main:581] : INFO : Epoch 1903 | loss: 0.0311536 | val_loss: 0.0311679 | Time: 2009.79 ms [2021-11-21 01:50:27 main:581] : INFO : Epoch 1904 | loss: 0.0311543 | val_loss: 0.0311711 | Time: 1977.04 ms [2021-11-21 01:50:29 main:581] : INFO : Epoch 1905 | loss: 0.0311545 | val_loss: 0.0311664 | Time: 1981.29 ms [2021-11-21 01:50:31 main:581] : INFO : Epoch 1906 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 1943.39 ms [2021-11-21 01:50:33 main:581] : INFO : Epoch 1907 | loss: 0.0311556 | val_loss: 0.0311714 | Time: 1972.3 ms [2021-11-21 01:50:35 main:581] : INFO : Epoch 1908 | loss: 0.031163 | val_loss: 0.0311656 | Time: 1953.17 ms [2021-11-21 01:50:37 main:581] : INFO : Epoch 1909 | loss: 0.0311595 | val_loss: 0.0311698 | Time: 1996.52 ms [2021-11-21 01:50:38 main:581] : INFO : Epoch 1910 | loss: 0.0311573 | val_loss: 0.0311726 | Time: 1942.88 ms [2021-11-21 01:50:40 main:581] : INFO : Epoch 1911 | loss: 0.0311586 | val_loss: 0.0311627 | Time: 1931.13 ms [2021-11-21 01:50:42 main:581] : INFO : Epoch 1912 | loss: 0.0311547 | val_loss: 0.0311635 | Time: 1940.77 ms [2021-11-21 01:50:44 main:581] : INFO : Epoch 1913 | loss: 0.0311517 | val_loss: 0.0311657 | Time: 1930.19 ms [2021-11-21 01:50:46 main:581] : INFO : Epoch 1914 | loss: 0.0311515 | val_loss: 0.0311648 | Time: 1947.87 ms [2021-11-21 01:50:48 main:581] : INFO : Epoch 1915 | loss: 0.0311516 | val_loss: 0.0311686 | Time: 1963.13 ms [2021-11-21 01:50:50 main:581] : INFO : Epoch 1916 | loss: 0.0311514 | val_loss: 0.0311645 | Time: 1953.37 ms [2021-11-21 01:50:52 main:581] : INFO : Epoch 1917 | loss: 0.0311513 | val_loss: 0.0311698 | Time: 1991.66 ms [2021-11-21 01:50:54 main:581] : INFO : Epoch 1918 | loss: 0.0311507 | val_loss: 0.0311654 | Time: 1966.15 ms [2021-11-21 01:50:56 main:581] : INFO : Epoch 1919 | loss: 0.0311504 | val_loss: 0.0311648 | Time: 1932.35 ms [2021-11-21 01:50:58 main:581] : INFO : Epoch 1920 | loss: 0.0311512 | val_loss: 0.0311635 | Time: 1934.61 ms [2021-11-21 01:51:00 main:581] : INFO : Epoch 1921 | loss: 0.0311499 | val_loss: 0.031162 | Time: 1942.87 ms [2021-11-21 01:51:02 main:581] : INFO : Epoch 1922 | loss: 0.0311504 | val_loss: 0.0311669 | Time: 1977.5 ms [2021-11-21 01:51:04 main:581] : INFO : Epoch 1923 | loss: 0.0311503 | val_loss: 0.0311643 | Time: 1958.91 ms [2021-11-21 01:51:06 main:581] : INFO : Epoch 1924 | loss: 0.0311493 | val_loss: 0.0311623 | Time: 1939.35 ms [2021-11-21 01:51:08 main:581] : INFO : Epoch 1925 | loss: 0.0311491 | val_loss: 0.0311698 | Time: 1939.93 ms [2021-11-21 01:51:10 main:581] : INFO : Epoch 1926 | loss: 0.0311534 | val_loss: 0.031159 | Time: 2003.79 ms [2021-11-21 01:51:12 main:581] : INFO : Epoch 1927 | loss: 0.031151 | val_loss: 0.0311607 | Time: 1958.29 ms [2021-11-21 01:51:14 main:581] : INFO : Epoch 1928 | loss: 0.0311507 | val_loss: 0.0311568 | Time: 2019.36 ms [2021-11-21 01:51:16 main:581] : INFO : Epoch 1929 | loss: 0.0311521 | val_loss: 0.0311778 | Time: 1994.16 ms [2021-11-21 01:51:18 main:581] : INFO : Epoch 1930 | loss: 0.0311537 | val_loss: 0.0311615 | Time: 1962.71 ms [2021-11-21 01:51:20 main:581] : INFO : Epoch 1931 | loss: 0.0311512 | val_loss: 0.0311607 | Time: 1968.87 ms [2021-11-21 01:51:22 main:581] : INFO : Epoch 1932 | loss: 0.0311507 | val_loss: 0.0311558 | Time: 1967.3 ms [2021-11-21 01:51:24 main:581] : INFO : Epoch 1933 | loss: 0.0311458 | val_loss: 0.0311606 | Time: 1935.91 ms [2021-11-21 01:51:25 main:581] : INFO : Epoch 1934 | loss: 0.0311472 | val_loss: 0.0311626 | Time: 1909.63 ms [2021-11-21 01:51:27 main:581] : INFO : Epoch 1935 | loss: 0.0311493 | val_loss: 0.0311637 | Time: 1918.15 ms [2021-11-21 01:51:29 main:581] : INFO : Epoch 1936 | loss: 0.0311604 | val_loss: 0.0311658 | Time: 1923.76 ms [2021-11-21 01:51:31 main:581] : INFO : Epoch 1937 | loss: 0.0311583 | val_loss: 0.0311703 | Time: 1946.67 ms [2021-11-21 01:51:33 main:581] : INFO : Epoch 1938 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 1946.84 ms [2021-11-21 01:51:35 main:581] : INFO : Epoch 1939 | loss: 0.0311534 | val_loss: 0.0311597 | Time: 2001.81 ms [2021-11-21 01:51:37 main:581] : INFO : Epoch 1940 | loss: 0.0311525 | val_loss: 0.0311684 | Time: 1996.45 ms [2021-11-21 01:51:39 main:581] : INFO : Epoch 1941 | loss: 0.0311547 | val_loss: 0.0311728 | Time: 1953.63 ms [2021-11-21 01:51:41 main:581] : INFO : Epoch 1942 | loss: 0.0311528 | val_loss: 0.031164 | Time: 1945.27 ms [2021-11-21 01:51:43 main:581] : INFO : Epoch 1943 | loss: 0.031152 | val_loss: 0.0311607 | Time: 1988.8 ms [2021-11-21 01:51:45 main:581] : INFO : Epoch 1944 | loss: 0.0311508 | val_loss: 0.0311583 | Time: 1961.58 ms [2021-11-21 01:51:47 main:581] : INFO : Epoch 1945 | loss: 0.0311513 | val_loss: 0.0311692 | Time: 1969.1 ms [2021-11-21 01:51:49 main:581] : INFO : Epoch 1946 | loss: 0.0311558 | val_loss: 0.0311756 | Time: 1961.21 ms [2021-11-21 01:51:51 main:581] : INFO : Epoch 1947 | loss: 0.0311495 | val_loss: 0.0311589 | Time: 1980.97 ms [2021-11-21 01:51:53 main:581] : INFO : Epoch 1948 | loss: 0.0311472 | val_loss: 0.0311591 | Time: 1970.03 ms [2021-11-21 01:51:55 main:581] : INFO : Epoch 1949 | loss: 0.031148 | val_loss: 0.031159 | Time: 2005.22 ms [2021-11-21 01:51:57 main:581] : INFO : Epoch 1950 | loss: 0.0311472 | val_loss: 0.0311601 | Time: 1980.27 ms [2021-11-21 01:51:59 main:581] : INFO : Epoch 1951 | loss: 0.0311503 | val_loss: 0.0311594 | Time: 1942.9 ms [2021-11-21 01:52:01 main:581] : INFO : Epoch 1952 | loss: 0.0311489 | val_loss: 0.0311675 | Time: 1956.34 ms [2021-11-21 01:52:03 main:581] : INFO : Epoch 1953 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 1949.28 ms [2021-11-21 01:52:05 main:581] : INFO : Epoch 1954 | loss: 0.0311495 | val_loss: 0.0311758 | Time: 1943.45 ms [2021-11-21 01:52:07 main:581] : INFO : Epoch 1955 | loss: 0.0311477 | val_loss: 0.0311575 | Time: 1921.62 ms [2021-11-21 01:52:09 main:581] : INFO : Epoch 1956 | loss: 0.0311438 | val_loss: 0.0311566 | Time: 1943.77 ms [2021-11-21 01:52:10 main:581] : INFO : Epoch 1957 | loss: 0.0311431 | val_loss: 0.0311564 | Time: 1937.99 ms [2021-11-21 01:52:12 main:581] : INFO : Epoch 1958 | loss: 0.0311437 | val_loss: 0.031172 | Time: 1903.39 ms [2021-11-21 01:52:14 main:581] : INFO : Epoch 1959 | loss: 0.0311451 | val_loss: 0.0311598 | Time: 1966.11 ms [2021-11-21 01:52:16 main:581] : INFO : Epoch 1960 | loss: 0.0311422 | val_loss: 0.0311639 | Time: 1938.49 ms [2021-11-21 01:52:18 main:581] : INFO : Epoch 1961 | loss: 0.0311488 | val_loss: 0.031155 | Time: 1959.76 ms [2021-11-21 01:52:20 main:581] : INFO : Epoch 1962 | loss: 0.0311558 | val_loss: 0.0311544 | Time: 1974.43 ms [2021-11-21 01:52:22 main:581] : INFO : Epoch 1963 | loss: 0.0311478 | val_loss: 0.0311574 | Time: 1978.69 ms [2021-11-21 01:52:24 main:581] : INFO : Epoch 1964 | loss: 0.031147 | val_loss: 0.0311645 | Time: 1992.91 ms [2021-11-21 01:52:26 main:581] : INFO : Epoch 1965 | loss: 0.0311503 | val_loss: 0.0311668 | Time: 1939.99 ms [2021-11-21 01:52:28 main:581] : INFO : Epoch 1966 | loss: 0.0311528 | val_loss: 0.0311703 | Time: 1961.62 ms [2021-11-21 01:52:30 main:581] : INFO : Epoch 1967 | loss: 0.0311487 | val_loss: 0.0311549 | Time: 2002.12 ms [2021-11-21 01:52:32 main:581] : INFO : Epoch 1968 | loss: 0.0311467 | val_loss: 0.031155 | Time: 1955.37 ms [2021-11-21 01:52:34 main:581] : INFO : Epoch 1969 | loss: 0.0311457 | val_loss: 0.0311552 | Time: 2053.64 ms [2021-11-21 01:52:36 main:581] : INFO : Epoch 1970 | loss: 0.0311441 | val_loss: 0.0311562 | Time: 2028.82 ms [2021-11-21 01:52:38 main:581] : INFO : Epoch 1971 | loss: 0.0311434 | val_loss: 0.031155 | Time: 1964.09 ms [2021-11-21 01:52:40 main:581] : INFO : Epoch 1972 | loss: 0.0311444 | val_loss: 0.0311557 | Time: 1962.86 ms [2021-11-21 01:52:42 main:581] : INFO : Epoch 1973 | loss: 0.0311431 | val_loss: 0.0311547 | Time: 1965.26 ms [2021-11-21 01:52:44 main:581] : INFO : Epoch 1974 | loss: 0.0311449 | val_loss: 0.0311537 | Time: 1972.21 ms [2021-11-21 01:52:46 main:581] : INFO : Epoch 1975 | loss: 0.0311433 | val_loss: 0.0311546 | Time: 1960.23 ms [2021-11-21 01:52:48 main:581] : INFO : Epoch 1976 | loss: 0.031143 | val_loss: 0.0311542 | Time: 1999.21 ms [2021-11-21 01:52:50 main:581] : INFO : Epoch 1977 | loss: 0.0311444 | val_loss: 0.0311573 | Time: 1954.54 ms [2021-11-21 01:52:52 main:581] : INFO : Epoch 1978 | loss: 0.031144 | val_loss: 0.0311649 | Time: 1952.34 ms [2021-11-21 01:52:54 main:581] : INFO : Epoch 1979 | loss: 0.0311453 | val_loss: 0.0311528 | Time: 1948.29 ms [2021-11-21 01:52:56 main:581] : INFO : Epoch 1980 | loss: 0.0311511 | val_loss: 0.0311545 | Time: 1948.26 ms [2021-11-21 01:52:58 main:581] : INFO : Epoch 1981 | loss: 0.0311531 | val_loss: 0.0311594 | Time: 1910.45 ms [2021-11-21 01:53:00 main:581] : INFO : Epoch 1982 | loss: 0.031144 | val_loss: 0.0311626 | Time: 1907.31 ms [2021-11-21 01:53:02 main:581] : INFO : Epoch 1983 | loss: 0.0311428 | val_loss: 0.031159 | Time: 1949.25 ms [2021-11-21 01:53:03 main:581] : INFO : Epoch 1984 | loss: 0.0311414 | val_loss: 0.0311528 | Time: 1934.16 ms [2021-11-21 01:53:05 main:581] : INFO : Epoch 1985 | loss: 0.0311454 | val_loss: 0.031151 | Time: 1944.88 ms [2021-11-21 01:53:07 main:581] : INFO : Epoch 1986 | loss: 0.0311456 | val_loss: 0.0311524 | Time: 1936.61 ms [2021-11-21 01:53:09 main:581] : INFO : Epoch 1987 | loss: 0.0311439 | val_loss: 0.0311567 | Time: 1946.3 ms [2021-11-21 01:53:11 main:581] : INFO : Epoch 1988 | loss: 0.031142 | val_loss: 0.0311533 | Time: 1989.1 ms [2021-11-21 01:53:13 main:581] : INFO : Epoch 1989 | loss: 0.0311441 | val_loss: 0.031152 | Time: 1988.18 ms [2021-11-21 01:53:15 main:581] : INFO : Epoch 1990 | loss: 0.0311454 | val_loss: 0.0311648 | Time: 1948.66 ms [2021-11-21 01:53:17 main:581] : INFO : Epoch 1991 | loss: 0.0311502 | val_loss: 0.0311521 | Time: 1948.51 ms [2021-11-21 01:53:19 main:581] : INFO : Epoch 1992 | loss: 0.0311434 | val_loss: 0.0311524 | Time: 1956.52 ms [2021-11-21 01:53:21 main:581] : INFO : Epoch 1993 | loss: 0.0311434 | val_loss: 0.0311526 | Time: 1973.99 ms [2021-11-21 01:53:23 main:581] : INFO : Epoch 1994 | loss: 0.0311456 | val_loss: 0.0311538 | Time: 1948.41 ms [2021-11-21 01:53:25 main:581] : INFO : Epoch 1995 | loss: 0.0311438 | val_loss: 0.0311522 | Time: 1950.1 ms [2021-11-21 01:53:27 main:581] : INFO : Epoch 1996 | loss: 0.0311438 | val_loss: 0.031153 | Time: 1955.87 ms [2021-11-21 01:53:29 main:581] : INFO : Epoch 1997 | loss: 0.03115 | val_loss: 0.0311527 | Time: 1970.08 ms [2021-11-21 01:53:31 main:581] : INFO : Epoch 1998 | loss: 0.0311441 | val_loss: 0.0311551 | Time: 1948.56 ms [2021-11-21 01:53:33 main:581] : INFO : Epoch 1999 | loss: 0.0311425 | val_loss: 0.0311522 | Time: 1955.34 ms [2021-11-21 01:53:35 main:581] : INFO : Epoch 2000 | loss: 0.0311427 | val_loss: 0.0311548 | Time: 2022.82 ms [2021-11-21 01:53:37 main:581] : INFO : Epoch 2001 | loss: 0.0311408 | val_loss: 0.0311512 | Time: 1951.3 ms [2021-11-21 01:53:39 main:581] : INFO : Epoch 2002 | loss: 0.0311418 | val_loss: 0.0311576 | Time: 1939.19 ms [2021-11-21 01:53:41 main:581] : INFO : Epoch 2003 | loss: 0.0311504 | val_loss: 0.0311745 | Time: 1952.79 ms [2021-11-21 01:53:43 main:581] : INFO : Epoch 2004 | loss: 0.0311438 | val_loss: 0.0311591 | Time: 1915.68 ms [2021-11-21 01:53:45 main:581] : INFO : Epoch 2005 | loss: 0.0311444 | val_loss: 0.0311564 | Time: 1935.63 ms [2021-11-21 01:53:47 main:581] : INFO : Epoch 2006 | loss: 0.0311464 | val_loss: 0.0311594 | Time: 1952.04 ms [2021-11-21 01:53:48 main:581] : INFO : Epoch 2007 | loss: 0.0311411 | val_loss: 0.031157 | Time: 1949.15 ms [2021-11-21 01:53:50 main:581] : INFO : Epoch 2008 | loss: 0.031138 | val_loss: 0.0311561 | Time: 1952.87 ms [2021-11-21 01:53:52 main:581] : INFO : Epoch 2009 | loss: 0.0311405 | val_loss: 0.0311518 | Time: 2034.01 ms [2021-11-21 01:53:54 main:581] : INFO : Epoch 2010 | loss: 0.0311383 | val_loss: 0.0311521 | Time: 1978.63 ms [2021-11-21 01:53:56 main:581] : INFO : Epoch 2011 | loss: 0.0311386 | val_loss: 0.0311561 | Time: 1979.83 ms [2021-11-21 01:53:58 main:581] : INFO : Epoch 2012 | loss: 0.0311389 | val_loss: 0.0311548 | Time: 1987.84 ms [2021-11-21 01:54:00 main:581] : INFO : Epoch 2013 | loss: 0.0311385 | val_loss: 0.0311534 | Time: 1970.19 ms [2021-11-21 01:54:02 main:581] : INFO : Epoch 2014 | loss: 0.0311477 | val_loss: 0.0311681 | Time: 1953.65 ms [2021-11-21 01:54:04 main:581] : INFO : Epoch 2015 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 1980.14 ms [2021-11-21 01:54:06 main:581] : INFO : Epoch 2016 | loss: 0.0311524 | val_loss: 0.0311584 | Time: 2012.83 ms [2021-11-21 01:54:08 main:581] : INFO : Epoch 2017 | loss: 0.0311438 | val_loss: 0.0311545 | Time: 1959.62 ms [2021-11-21 01:54:10 main:581] : INFO : Epoch 2018 | loss: 0.031144 | val_loss: 0.0311567 | Time: 1955.23 ms [2021-11-21 01:54:12 main:581] : INFO : Epoch 2019 | loss: 0.0311428 | val_loss: 0.0311577 | Time: 1941.32 ms [2021-11-21 01:54:14 main:581] : INFO : Epoch 2020 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 1957.78 ms [2021-11-21 01:54:16 main:581] : INFO : Epoch 2021 | loss: 0.0311418 | val_loss: 0.0311518 | Time: 1987.01 ms [2021-11-21 01:54:18 main:581] : INFO : Epoch 2022 | loss: 0.0311396 | val_loss: 0.0311533 | Time: 1950.53 ms [2021-11-21 01:54:20 main:581] : INFO : Epoch 2023 | loss: 0.031141 | val_loss: 0.0311591 | Time: 1932.78 ms [2021-11-21 01:54:22 main:581] : INFO : Epoch 2024 | loss: 0.0311455 | val_loss: 0.0311641 | Time: 1926.18 ms [2021-11-21 01:54:24 main:581] : INFO : Epoch 2025 | loss: 0.0311527 | val_loss: 0.031159 | Time: 1938.84 ms [2021-11-21 01:54:26 main:581] : INFO : Epoch 2026 | loss: 0.031144 | val_loss: 0.0311576 | Time: 1917.32 ms [2021-11-21 01:54:28 main:581] : INFO : Epoch 2027 | loss: 0.0311417 | val_loss: 0.0311522 | Time: 1963.94 ms [2021-11-21 01:54:30 main:581] : INFO : Epoch 2028 | loss: 0.0311407 | val_loss: 0.0311514 | Time: 1954.48 ms [2021-11-21 01:54:32 main:581] : INFO : Epoch 2029 | loss: 0.0311438 | val_loss: 0.0311624 | Time: 1935.72 ms [2021-11-21 01:54:34 main:581] : INFO : Epoch 2030 | loss: 0.0311414 | val_loss: 0.0311583 | Time: 1939.83 ms [2021-11-21 01:54:36 main:581] : INFO : Epoch 2031 | loss: 0.0311406 | val_loss: 0.0311542 | Time: 1947.35 ms [2021-11-21 01:54:37 main:581] : INFO : Epoch 2032 | loss: 0.0311417 | val_loss: 0.0311549 | Time: 1944.65 ms [2021-11-21 01:54:39 main:581] : INFO : Epoch 2033 | loss: 0.0311394 | val_loss: 0.0311518 | Time: 1944.17 ms [2021-11-21 01:54:41 main:581] : INFO : Epoch 2034 | loss: 0.0311358 | val_loss: 0.0311533 | Time: 1970.67 ms [2021-11-21 01:54:43 main:581] : INFO : Epoch 2035 | loss: 0.031137 | val_loss: 0.031161 | Time: 1937.74 ms [2021-11-21 01:54:45 main:581] : INFO : Epoch 2036 | loss: 0.0311376 | val_loss: 0.0311559 | Time: 1955.84 ms [2021-11-21 01:54:47 main:581] : INFO : Epoch 2037 | loss: 0.0311351 | val_loss: 0.0311563 | Time: 1948.49 ms [2021-11-21 01:54:49 main:581] : INFO : Epoch 2038 | loss: 0.0311352 | val_loss: 0.0311575 | Time: 1962.18 ms [2021-11-21 01:54:51 main:581] : INFO : Epoch 2039 | loss: 0.0311369 | val_loss: 0.0311536 | Time: 1987.41 ms [2021-11-21 01:54:53 main:581] : INFO : Epoch 2040 | loss: 0.0311364 | val_loss: 0.0311587 | Time: 1989.68 ms [2021-11-21 01:54:55 main:581] : INFO : Epoch 2041 | loss: 0.031135 | val_loss: 0.031149 | Time: 1961.17 ms [2021-11-21 01:54:57 main:581] : INFO : Epoch 2042 | loss: 0.0311366 | val_loss: 0.0311543 | Time: 1976.17 ms [2021-11-21 01:54:59 main:581] : INFO : Epoch 2043 | loss: 0.0311365 | val_loss: 0.0311541 | Time: 1959.63 ms [2021-11-21 01:55:01 main:581] : INFO : Epoch 2044 | loss: 0.0311375 | val_loss: 0.03115 | Time: 2001.38 ms [2021-11-21 01:55:03 main:581] : INFO : Epoch 2045 | loss: 0.0311404 | val_loss: 0.0311545 | Time: 1935.59 ms [2021-11-21 01:55:05 main:581] : INFO : Epoch 2046 | loss: 0.0311498 | val_loss: 0.0311602 | Time: 2009.32 ms [2021-11-21 01:55:07 main:581] : INFO : Epoch 2047 | loss: 0.0311388 | val_loss: 0.0311553 | Time: 1946.74 ms [2021-11-21 01:55:09 main:581] : INFO : Epoch 2048 | loss: 0.0311392 | val_loss: 0.0311523 | Time: 1928.62 ms [2021-11-21 01:55:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311523 [2021-11-21 01:55:09 main:610] : INFO : Saving end state to config to file [2021-11-21 01:55:09 main:615] : INFO : Success, exiting.. 01:55:09 (9677): 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)