Task 8338036
| Name | ParityModified-1634617214-6559-1_0 |
| Workunit | 5860923 |
| Created | 23 Oct 2021, 14:26:19 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 1 Nov 2021, 21:32:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 7 sec |
| CPU time | 1 hours 5 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311567 | val_loss: 0.0311649 | Time: 1936.64 ms
[2021-11-01 16:16:09 main:581] : INFO : Epoch 1539 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 1972.91 ms
[2021-11-01 16:16:11 main:581] : INFO : Epoch 1540 | loss: 0.0311551 | val_loss: 0.0311615 | Time: 1943.75 ms
[2021-11-01 16:16:13 main:581] : INFO : Epoch 1541 | loss: 0.0311538 | val_loss: 0.0311604 | Time: 1944.1 ms
[2021-11-01 16:16:15 main:581] : INFO : Epoch 1542 | loss: 0.0311545 | val_loss: 0.0311617 | Time: 1940.86 ms
[2021-11-01 16:16:17 main:581] : INFO : Epoch 1543 | loss: 0.0311545 | val_loss: 0.0311596 | Time: 1952.45 ms
[2021-11-01 16:16:19 main:581] : INFO : Epoch 1544 | loss: 0.0311533 | val_loss: 0.0311669 | Time: 1954.75 ms
[2021-11-01 16:16:21 main:581] : INFO : Epoch 1545 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 1941.43 ms
[2021-11-01 16:16:23 main:581] : INFO : Epoch 1546 | loss: 0.0311543 | val_loss: 0.0311632 | Time: 1947.1 ms
[2021-11-01 16:16:25 main:581] : INFO : Epoch 1547 | loss: 0.0311526 | val_loss: 0.0311616 | Time: 1947.07 ms
[2021-11-01 16:16:27 main:581] : INFO : Epoch 1548 | loss: 0.031152 | val_loss: 0.0311595 | Time: 1954.03 ms
[2021-11-01 16:16:29 main:581] : INFO : Epoch 1549 | loss: 0.0311517 | val_loss: 0.0311603 | Time: 1935.32 ms
[2021-11-01 16:16:31 main:581] : INFO : Epoch 1550 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 1932.06 ms
[2021-11-01 16:16:33 main:581] : INFO : Epoch 1551 | loss: 0.0311514 | val_loss: 0.0311615 | Time: 1951.17 ms
[2021-11-01 16:16:35 main:581] : INFO : Epoch 1552 | loss: 0.031151 | val_loss: 0.0311621 | Time: 1945.56 ms
[2021-11-01 16:16:37 main:581] : INFO : Epoch 1553 | loss: 0.03115 | val_loss: 0.0311608 | Time: 1948.49 ms
[2021-11-01 16:16:38 main:581] : INFO : Epoch 1554 | loss: 0.0311507 | val_loss: 0.0311604 | Time: 1947.33 ms
[2021-11-01 16:16:40 main:581] : INFO : Epoch 1555 | loss: 0.0311497 | val_loss: 0.031159 | Time: 1953.89 ms
[2021-11-01 16:16:42 main:581] : INFO : Epoch 1556 | loss: 0.0311495 | val_loss: 0.031162 | Time: 1932.64 ms
[2021-11-01 16:16:44 main:581] : INFO : Epoch 1557 | loss: 0.0311485 | val_loss: 0.0311609 | Time: 1934.78 ms
[2021-11-01 16:16:46 main:581] : INFO : Epoch 1558 | loss: 0.0311479 | val_loss: 0.0311611 | Time: 1941.07 ms
[2021-11-01 16:16:48 main:581] : INFO : Epoch 1559 | loss: 0.0311467 | val_loss: 0.0311599 | Time: 1952.79 ms
[2021-11-01 16:16:50 main:581] : INFO : Epoch 1560 | loss: 0.0311488 | val_loss: 0.0311591 | Time: 1917.32 ms
[2021-11-01 16:16:52 main:581] : INFO : Epoch 1561 | loss: 0.0311468 | val_loss: 0.0311605 | Time: 1863.14 ms
[2021-11-01 16:16:54 main:581] : INFO : Epoch 1562 | loss: 0.0311477 | val_loss: 0.0311557 | Time: 1900.08 ms
[2021-11-01 16:16:56 main:581] : INFO : Epoch 1563 | loss: 0.0311455 | val_loss: 0.0311561 | Time: 1934.13 ms
[2021-11-01 16:16:58 main:581] : INFO : Epoch 1564 | loss: 0.0311451 | val_loss: 0.0311616 | Time: 1930.19 ms
[2021-11-01 16:17:00 main:581] : INFO : Epoch 1565 | loss: 0.0311481 | val_loss: 0.0311548 | Time: 1944.11 ms
[2021-11-01 16:17:02 main:581] : INFO : Epoch 1566 | loss: 0.031146 | val_loss: 0.0311654 | Time: 1915.06 ms
[2021-11-01 16:17:04 main:581] : INFO : Epoch 1567 | loss: 0.0311454 | val_loss: 0.0311578 | Time: 1946.94 ms
[2021-11-01 16:17:06 main:581] : INFO : Epoch 1568 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 1948.75 ms
[2021-11-01 16:17:07 main:581] : INFO : Epoch 1569 | loss: 0.0311431 | val_loss: 0.0311621 | Time: 1951.67 ms
[2021-11-01 16:17:09 main:581] : INFO : Epoch 1570 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 1937.36 ms
[2021-11-01 16:17:11 main:581] : INFO : Epoch 1571 | loss: 0.0311455 | val_loss: 0.0311533 | Time: 1934.16 ms
[2021-11-01 16:17:13 main:581] : INFO : Epoch 1572 | loss: 0.0311439 | val_loss: 0.0311572 | Time: 1953.35 ms
[2021-11-01 16:17:15 main:581] : INFO : Epoch 1573 | loss: 0.0311406 | val_loss: 0.0311536 | Time: 1934.68 ms
[2021-11-01 16:17:17 main:581] : INFO : Epoch 1574 | loss: 0.0311424 | val_loss: 0.031161 | Time: 1859.13 ms
[2021-11-01 16:17:19 main:581] : INFO : Epoch 1575 | loss: 0.0311433 | val_loss: 0.0311569 | Time: 1855.57 ms
[2021-11-01 16:17:21 main:581] : INFO : Epoch 1576 | loss: 0.0311409 | val_loss: 0.0311548 | Time: 1859.14 ms
[2021-11-01 16:17:23 main:581] : INFO : Epoch 1577 | loss: 0.0311388 | val_loss: 0.0311525 | Time: 1861.51 ms
[2021-11-01 16:17:25 main:581] : INFO : Epoch 1578 | loss: 0.0311391 | val_loss: 0.0311562 | Time: 1859.75 ms
[2021-11-01 16:17:26 main:581] : INFO : Epoch 1579 | loss: 0.0311389 | val_loss: 0.0311582 | Time: 1855.26 ms
[2021-11-01 16:17:28 main:581] : INFO : Epoch 1580 | loss: 0.0311395 | val_loss: 0.0311552 | Time: 1850.52 ms
[2021-11-01 16:17:30 main:581] : INFO : Epoch 1581 | loss: 0.031139 | val_loss: 0.0311552 | Time: 1847.12 ms
[2021-11-01 16:17:32 main:581] : INFO : Epoch 1582 | loss: 0.0311427 | val_loss: 0.0311659 | Time: 1849.04 ms
[2021-11-01 16:17:34 main:581] : INFO : Epoch 1583 | loss: 0.0311409 | val_loss: 0.0311557 | Time: 1843.22 ms
[2021-11-01 16:17:36 main:581] : INFO : Epoch 1584 | loss: 0.0311382 | val_loss: 0.0311573 | Time: 1848.19 ms
[2021-11-01 16:17:37 main:581] : INFO : Epoch 1585 | loss: 0.0311353 | val_loss: 0.0311532 | Time: 1850.27 ms
[2021-11-01 16:17:39 main:581] : INFO : Epoch 1586 | loss: 0.0311353 | val_loss: 0.0311567 | Time: 1849.18 ms
[2021-11-01 16:17:41 main:581] : INFO : Epoch 1587 | loss: 0.0311376 | val_loss: 0.0311536 | Time: 1848.09 ms
[2021-11-01 16:17:43 main:581] : INFO : Epoch 1588 | loss: 0.0311349 | val_loss: 0.0311512 | Time: 1850.24 ms
[2021-11-01 16:17:45 main:581] : INFO : Epoch 1589 | loss: 0.0311338 | val_loss: 0.0311558 | Time: 1858.02 ms
[2021-11-01 16:17:47 main:581] : INFO : Epoch 1590 | loss: 0.0311333 | val_loss: 0.0311523 | Time: 1856.59 ms
[2021-11-01 16:17:49 main:581] : INFO : Epoch 1591 | loss: 0.0311339 | val_loss: 0.031159 | Time: 1855.3 ms
[2021-11-01 16:17:50 main:581] : INFO : Epoch 1592 | loss: 0.0311342 | val_loss: 0.0311566 | Time: 1856.64 ms
[2021-11-01 16:17:52 main:581] : INFO : Epoch 1593 | loss: 0.0311335 | val_loss: 0.031151 | Time: 1859.59 ms
[2021-11-01 16:17:54 main:581] : INFO : Epoch 1594 | loss: 0.0311349 | val_loss: 0.0311517 | Time: 1858.82 ms
[2021-11-01 16:17:56 main:581] : INFO : Epoch 1595 | loss: 0.0311344 | val_loss: 0.0311515 | Time: 1860.73 ms
[2021-11-01 16:17:58 main:581] : INFO : Epoch 1596 | loss: 0.0311328 | val_loss: 0.0311507 | Time: 1856.8 ms
[2021-11-01 16:18:00 main:581] : INFO : Epoch 1597 | loss: 0.0311349 | val_loss: 0.0311535 | Time: 1846.88 ms
[2021-11-01 16:18:02 main:581] : INFO : Epoch 1598 | loss: 0.0311305 | val_loss: 0.0311548 | Time: 1848.76 ms
[2021-11-01 16:18:03 main:581] : INFO : Epoch 1599 | loss: 0.0311326 | val_loss: 0.0311536 | Time: 1893.65 ms
[2021-11-01 16:18:05 main:581] : INFO : Epoch 1600 | loss: 0.0311354 | val_loss: 0.0311559 | Time: 1933.09 ms
[2021-11-01 16:18:07 main:581] : INFO : Epoch 1601 | loss: 0.0311317 | val_loss: 0.0311492 | Time: 1859.77 ms
[2021-11-01 16:18:09 main:581] : INFO : Epoch 1602 | loss: 0.0311313 | val_loss: 0.0311524 | Time: 1855.85 ms
[2021-11-01 16:18:11 main:581] : INFO : Epoch 1603 | loss: 0.0311293 | val_loss: 0.0311503 | Time: 1856.98 ms
[2021-11-01 16:18:13 main:581] : INFO : Epoch 1604 | loss: 0.0311293 | val_loss: 0.0311496 | Time: 1858.43 ms
[2021-11-01 16:18:15 main:581] : INFO : Epoch 1605 | loss: 0.0311299 | val_loss: 0.0311543 | Time: 1870.15 ms
[2021-11-01 16:18:17 main:581] : INFO : Epoch 1606 | loss: 0.0311293 | val_loss: 0.0311502 | Time: 1860.86 ms
[2021-11-01 16:18:18 main:581] : INFO : Epoch 1607 | loss: 0.0311283 | val_loss: 0.031152 | Time: 1848.26 ms
[2021-11-01 16:18:20 main:581] : INFO : Epoch 1608 | loss: 0.0311282 | val_loss: 0.0311503 | Time: 1850.6 ms
[2021-11-01 16:18:22 main:581] : INFO : Epoch 1609 | loss: 0.0311295 | val_loss: 0.031159 | Time: 1848.6 ms
[2021-11-01 16:18:24 main:581] : INFO : Epoch 1610 | loss: 0.0311299 | val_loss: 0.0311498 | Time: 1847.11 ms
[2021-11-01 16:18:26 main:581] : INFO : Epoch 1611 | loss: 0.0311259 | val_loss: 0.0311494 | Time: 1933.79 ms
[2021-11-01 16:18:28 main:581] : INFO : Epoch 1612 | loss: 0.0311275 | val_loss: 0.0311527 | Time: 1961.44 ms
[2021-11-01 16:18:30 main:581] : INFO : Epoch 1613 | loss: 0.0311449 | val_loss: 0.0311572 | Time: 1929.72 ms
[2021-11-01 16:18:32 main:581] : INFO : Epoch 1614 | loss: 0.0311472 | val_loss: 0.0311556 | Time: 1942.25 ms
[2021-11-01 16:18:34 main:581] : INFO : Epoch 1615 | loss: 0.0311397 | val_loss: 0.0311519 | Time: 1937.07 ms
[2021-11-01 16:18:36 main:581] : INFO : Epoch 1616 | loss: 0.0311393 | val_loss: 0.0311537 | Time: 1941.18 ms
[2021-11-01 16:18:38 main:581] : INFO : Epoch 1617 | loss: 0.0311357 | val_loss: 0.0311517 | Time: 1957.79 ms
[2021-11-01 16:18:40 main:581] : INFO : Epoch 1618 | loss: 0.0311361 | val_loss: 0.0311522 | Time: 1949.67 ms
[2021-11-01 16:18:41 main:581] : INFO : Epoch 1619 | loss: 0.0311428 | val_loss: 0.0311869 | Time: 1927.91 ms
[2021-11-01 16:18:43 main:581] : INFO : Epoch 1620 | loss: 0.0311792 | val_loss: 0.0311737 | Time: 1848 ms
[2021-11-01 16:18:45 main:581] : INFO : Epoch 1621 | loss: 0.0311686 | val_loss: 0.0311682 | Time: 1852.9 ms
[2021-11-01 16:18:47 main:581] : INFO : Epoch 1622 | loss: 0.0311602 | val_loss: 0.0311591 | Time: 1850.63 ms
[2021-11-01 16:18:49 main:581] : INFO : Epoch 1623 | loss: 0.0311547 | val_loss: 0.0311566 | Time: 1883.97 ms
[2021-11-01 16:18:51 main:581] : INFO : Epoch 1624 | loss: 0.031152 | val_loss: 0.0311553 | Time: 1939.72 ms
[2021-11-01 16:18:53 main:581] : INFO : Epoch 1625 | loss: 0.0311503 | val_loss: 0.0311567 | Time: 1951.86 ms
[2021-11-01 16:18:55 main:581] : INFO : Epoch 1626 | loss: 0.0311466 | val_loss: 0.0311521 | Time: 1944.32 ms
[2021-11-01 16:18:57 main:581] : INFO : Epoch 1627 | loss: 0.0311459 | val_loss: 0.0311522 | Time: 1938.34 ms
[2021-11-01 16:18:59 main:581] : INFO : Epoch 1628 | loss: 0.0311433 | val_loss: 0.0311528 | Time: 1878.36 ms
[2021-11-01 16:19:00 main:581] : INFO : Epoch 1629 | loss: 0.0311411 | val_loss: 0.0311523 | Time: 1848.02 ms
[2021-11-01 16:19:02 main:581] : INFO : Epoch 1630 | loss: 0.0311403 | val_loss: 0.0311498 | Time: 1852.16 ms
[2021-11-01 16:19:04 main:581] : INFO : Epoch 1631 | loss: 0.031137 | val_loss: 0.0311478 | Time: 1854.17 ms
[2021-11-01 16:19:06 main:581] : INFO : Epoch 1632 | loss: 0.0311357 | val_loss: 0.0311495 | Time: 1855.04 ms
[2021-11-01 16:19:08 main:581] : INFO : Epoch 1633 | loss: 0.0311344 | val_loss: 0.0311486 | Time: 1855.2 ms
[2021-11-01 16:19:10 main:581] : INFO : Epoch 1634 | loss: 0.0311336 | val_loss: 0.031151 | Time: 1914.99 ms
[2021-11-01 16:19:12 main:581] : INFO : Epoch 1635 | loss: 0.0311338 | val_loss: 0.0311519 | Time: 1949.12 ms
[2021-11-01 16:19:14 main:581] : INFO : Epoch 1636 | loss: 0.0311318 | val_loss: 0.0311495 | Time: 1950.98 ms
[2021-11-01 16:19:16 main:581] : INFO : Epoch 1637 | loss: 0.0311309 | val_loss: 0.0311529 | Time: 1932.73 ms
[2021-11-01 16:19:17 main:581] : INFO : Epoch 1638 | loss: 0.0311307 | val_loss: 0.0311512 | Time: 1933 ms
[2021-11-01 16:19:19 main:581] : INFO : Epoch 1639 | loss: 0.0311303 | val_loss: 0.0311521 | Time: 1933.54 ms
[2021-11-01 16:19:21 main:581] : INFO : Epoch 1640 | loss: 0.0311298 | val_loss: 0.0311505 | Time: 1937.44 ms
[2021-11-01 16:19:23 main:581] : INFO : Epoch 1641 | loss: 0.0311289 | val_loss: 0.0311506 | Time: 1938.68 ms
[2021-11-01 16:19:25 main:581] : INFO : Epoch 1642 | loss: 0.0311272 | val_loss: 0.0311492 | Time: 1954.33 ms
[2021-11-01 16:19:27 main:581] : INFO : Epoch 1643 | loss: 0.0311291 | val_loss: 0.0311538 | Time: 1954.98 ms
[2021-11-01 16:19:29 main:581] : INFO : Epoch 1644 | loss: 0.0311266 | val_loss: 0.0311507 | Time: 1924.08 ms
[2021-11-01 16:19:31 main:581] : INFO : Epoch 1645 | loss: 0.0311277 | val_loss: 0.0311534 | Time: 1929.09 ms
[2021-11-01 16:19:33 main:581] : INFO : Epoch 1646 | loss: 0.0311268 | val_loss: 0.0311537 | Time: 1940.12 ms
[2021-11-01 16:19:35 main:581] : INFO : Epoch 1647 | loss: 0.0311265 | val_loss: 0.0311541 | Time: 1872.4 ms
[2021-11-01 16:19:37 main:581] : INFO : Epoch 1648 | loss: 0.0311321 | val_loss: 0.0311599 | Time: 1883.72 ms
[2021-11-01 16:19:39 main:581] : INFO : Epoch 1649 | loss: 0.0311283 | val_loss: 0.0311545 | Time: 1893.83 ms
[2021-11-01 16:19:41 main:581] : INFO : Epoch 1650 | loss: 0.0311275 | val_loss: 0.0311528 | Time: 1937.87 ms
[2021-11-01 16:19:43 main:581] : INFO : Epoch 1651 | loss: 0.0311254 | val_loss: 0.0311481 | Time: 1978.11 ms
[2021-11-01 16:19:44 main:581] : INFO : Epoch 1652 | loss: 0.0311252 | val_loss: 0.0311533 | Time: 1861.73 ms
[2021-11-01 16:19:46 main:581] : INFO : Epoch 1653 | loss: 0.0311239 | val_loss: 0.0311541 | Time: 1847.8 ms
[2021-11-01 16:19:48 main:581] : INFO : Epoch 1654 | loss: 0.0311239 | val_loss: 0.0311544 | Time: 1845.74 ms
[2021-11-01 16:19:50 main:581] : INFO : Epoch 1655 | loss: 0.0311223 | val_loss: 0.0311497 | Time: 1843.93 ms
[2021-11-01 16:19:52 main:581] : INFO : Epoch 1656 | loss: 0.0311235 | val_loss: 0.0311524 | Time: 1849.43 ms
[2021-11-01 16:19:54 main:581] : INFO : Epoch 1657 | loss: 0.0311233 | val_loss: 0.0311555 | Time: 1857.13 ms
[2021-11-01 16:19:56 main:581] : INFO : Epoch 1658 | loss: 0.0311204 | val_loss: 0.031157 | Time: 1855.18 ms
[2021-11-01 16:19:57 main:581] : INFO : Epoch 1659 | loss: 0.0311232 | val_loss: 0.0311619 | Time: 1848.73 ms
[2021-11-01 16:19:59 main:581] : INFO : Epoch 1660 | loss: 0.0311224 | val_loss: 0.0311525 | Time: 1846.84 ms
[2021-11-01 16:20:01 main:581] : INFO : Epoch 1661 | loss: 0.0311194 | val_loss: 0.0311583 | Time: 1846.44 ms
[2021-11-01 16:20:03 main:581] : INFO : Epoch 1662 | loss: 0.0311184 | val_loss: 0.0311543 | Time: 1857.05 ms
[2021-11-01 16:20:05 main:581] : INFO : Epoch 1663 | loss: 0.0311191 | val_loss: 0.0311631 | Time: 1859.86 ms
[2021-11-01 16:20:07 main:581] : INFO : Epoch 1664 | loss: 0.0311193 | val_loss: 0.0311548 | Time: 1855.26 ms
[2021-11-01 16:20:08 main:581] : INFO : Epoch 1665 | loss: 0.0311206 | val_loss: 0.031159 | Time: 1855.24 ms
[2021-11-01 16:20:10 main:581] : INFO : Epoch 1666 | loss: 0.0311234 | val_loss: 0.0311596 | Time: 1856.91 ms
[2021-11-01 16:20:12 main:581] : INFO : Epoch 1667 | loss: 0.0311206 | val_loss: 0.0311621 | Time: 1862.65 ms
[2021-11-01 16:20:14 main:581] : INFO : Epoch 1668 | loss: 0.031119 | val_loss: 0.0311568 | Time: 1861.63 ms
[2021-11-01 16:20:16 main:581] : INFO : Epoch 1669 | loss: 0.0311158 | val_loss: 0.0311557 | Time: 1902.69 ms
[2021-11-01 16:20:18 main:581] : INFO : Epoch 1670 | loss: 0.0311165 | val_loss: 0.0311538 | Time: 1938.6 ms
[2021-11-01 16:20:20 main:581] : INFO : Epoch 1671 | loss: 0.0311195 | val_loss: 0.031156 | Time: 1947.12 ms
[2021-11-01 16:20:22 main:581] : INFO : Epoch 1672 | loss: 0.0311202 | val_loss: 0.0311583 | Time: 1946.02 ms
[2021-11-01 16:20:24 main:581] : INFO : Epoch 1673 | loss: 0.0311231 | val_loss: 0.0311515 | Time: 1945.59 ms
[2021-11-01 16:20:26 main:581] : INFO : Epoch 1674 | loss: 0.0311183 | val_loss: 0.0311585 | Time: 1891.3 ms
[2021-11-01 16:20:28 main:581] : INFO : Epoch 1675 | loss: 0.0311172 | val_loss: 0.0311529 | Time: 1860.35 ms
[2021-11-01 16:20:29 main:581] : INFO : Epoch 1676 | loss: 0.0311165 | val_loss: 0.0311559 | Time: 1858.63 ms
[2021-11-01 16:20:31 main:581] : INFO : Epoch 1677 | loss: 0.031114 | val_loss: 0.0311567 | Time: 1923.88 ms
[2021-11-01 16:20:33 main:581] : INFO : Epoch 1678 | loss: 0.0311165 | val_loss: 0.0311607 | Time: 1936.3 ms
[2021-11-01 16:20:35 main:581] : INFO : Epoch 1679 | loss: 0.0311146 | val_loss: 0.0311543 | Time: 1936.04 ms
[2021-11-01 16:20:37 main:581] : INFO : Epoch 1680 | loss: 0.0311139 | val_loss: 0.0311569 | Time: 1937.02 ms
[2021-11-01 16:20:39 main:581] : INFO : Epoch 1681 | loss: 0.0311104 | val_loss: 0.0311528 | Time: 1941.72 ms
[2021-11-01 16:20:41 main:581] : INFO : Epoch 1682 | loss: 0.0311121 | val_loss: 0.0311574 | Time: 1927.9 ms
[2021-11-01 16:20:43 main:581] : INFO : Epoch 1683 | loss: 0.0311122 | val_loss: 0.031153 | Time: 1863.71 ms
[2021-11-01 16:20:45 main:581] : INFO : Epoch 1684 | loss: 0.0311111 | val_loss: 0.03116 | Time: 1857.45 ms
[2021-11-01 16:20:47 main:581] : INFO : Epoch 1685 | loss: 0.0311098 | val_loss: 0.0311515 | Time: 1853.86 ms
[2021-11-01 16:20:48 main:581] : INFO : Epoch 1686 | loss: 0.0311134 | val_loss: 0.0311567 | Time: 1851.73 ms
[2021-11-01 16:20:50 main:581] : INFO : Epoch 1687 | loss: 0.0311106 | val_loss: 0.0311593 | Time: 1848.56 ms
[2021-11-01 16:20:52 main:581] : INFO : Epoch 1688 | loss: 0.0311108 | val_loss: 0.0311545 | Time: 1842.78 ms
[2021-11-01 16:20:54 main:581] : INFO : Epoch 1689 | loss: 0.0311114 | val_loss: 0.0311701 | Time: 1872.2 ms
[2021-11-01 16:20:56 main:581] : INFO : Epoch 1690 | loss: 0.0311147 | val_loss: 0.0311642 | Time: 1915.79 ms
[2021-11-01 16:20:58 main:581] : INFO : Epoch 1691 | loss: 0.0311123 | val_loss: 0.0311605 | Time: 1915.15 ms
[2021-11-01 16:21:00 main:581] : INFO : Epoch 1692 | loss: 0.0311125 | val_loss: 0.0311532 | Time: 1923.33 ms
[2021-11-01 16:21:02 main:581] : INFO : Epoch 1693 | loss: 0.0311138 | val_loss: 0.0311644 | Time: 1928.59 ms
[2021-11-01 16:21:04 main:581] : INFO : Epoch 1694 | loss: 0.0311099 | val_loss: 0.031158 | Time: 1931.52 ms
[2021-11-01 16:21:05 main:581] : INFO : Epoch 1695 | loss: 0.0311094 | val_loss: 0.0311651 | Time: 1924.44 ms
[2021-11-01 16:21:07 main:581] : INFO : Epoch 1696 | loss: 0.0311123 | val_loss: 0.0311517 | Time: 1947.39 ms
[2021-11-01 16:21:09 main:581] : INFO : Epoch 1697 | loss: 0.0311093 | val_loss: 0.0311568 | Time: 1951.83 ms
[2021-11-01 16:21:11 main:581] : INFO : Epoch 1698 | loss: 0.031108 | val_loss: 0.0311538 | Time: 1928.87 ms
[2021-11-01 16:21:13 main:581] : INFO : Epoch 1699 | loss: 0.0311127 | val_loss: 0.0311505 | Time: 1929.83 ms
[2021-11-01 16:21:15 main:581] : INFO : Epoch 1700 | loss: 0.0311146 | val_loss: 0.0311524 | Time: 1935.01 ms
[2021-11-01 16:21:17 main:581] : INFO : Epoch 1701 | loss: 0.0311104 | val_loss: 0.0311537 | Time: 1851.28 ms
[2021-11-01 16:21:19 main:581] : INFO : Epoch 1702 | loss: 0.0311093 | val_loss: 0.0311621 | Time: 1847.23 ms
[2021-11-01 16:21:21 main:581] : INFO : Epoch 1703 | loss: 0.0311161 | val_loss: 0.0311556 | Time: 1851.75 ms
[2021-11-01 16:21:23 main:581] : INFO : Epoch 1704 | loss: 0.0311126 | val_loss: 0.0311617 | Time: 1848.53 ms
[2021-11-01 16:21:24 main:581] : INFO : Epoch 1705 | loss: 0.0311101 | val_loss: 0.0311556 | Time: 1850.91 ms
[2021-11-01 16:21:26 main:581] : INFO : Epoch 1706 | loss: 0.031108 | val_loss: 0.0311615 | Time: 1875.92 ms
[2021-11-01 16:21:28 main:581] : INFO : Epoch 1707 | loss: 0.0311082 | val_loss: 0.0311562 | Time: 1876.44 ms
[2021-11-01 16:21:30 main:581] : INFO : Epoch 1708 | loss: 0.0311078 | val_loss: 0.0311557 | Time: 1931.54 ms
[2021-11-01 16:21:32 main:581] : INFO : Epoch 1709 | loss: 0.0311081 | val_loss: 0.0311637 | Time: 1930.77 ms
[2021-11-01 16:21:34 main:581] : INFO : Epoch 1710 | loss: 0.0311093 | val_loss: 0.0311628 | Time: 1933.04 ms
[2021-11-01 16:21:36 main:581] : INFO : Epoch 1711 | loss: 0.0311083 | val_loss: 0.0311607 | Time: 1933.65 ms
[2021-11-01 16:21:38 main:581] : INFO : Epoch 1712 | loss: 0.0311117 | val_loss: 0.0311643 | Time: 1941.64 ms
[2021-11-01 16:21:40 main:581] : INFO : Epoch 1713 | loss: 0.03111 | val_loss: 0.0311646 | Time: 1968.05 ms
[2021-11-01 16:21:42 main:581] : INFO : Epoch 1714 | loss: 0.0311055 | val_loss: 0.0311601 | Time: 1943.29 ms
[2021-11-01 16:21:44 main:581] : INFO : Epoch 1715 | loss: 0.0311047 | val_loss: 0.0311594 | Time: 1899.93 ms
[2021-11-01 16:21:46 main:581] : INFO : Epoch 1716 | loss: 0.0311098 | val_loss: 0.0311643 | Time: 1909.96 ms
[2021-11-01 16:21:48 main:581] : INFO : Epoch 1717 | loss: 0.0311107 | val_loss: 0.0311593 | Time: 1929.25 ms
[2021-11-01 16:21:49 main:581] : INFO : Epoch 1718 | loss: 0.0311162 | val_loss: 0.0311524 | Time: 1852.9 ms
[2021-11-01 16:21:51 main:581] : INFO : Epoch 1719 | loss: 0.0311217 | val_loss: 0.0311574 | Time: 1854.63 ms
[2021-11-01 16:21:53 main:581] : INFO : Epoch 1720 | loss: 0.0311162 | val_loss: 0.0311595 | Time: 1855.28 ms
[2021-11-01 16:21:55 main:581] : INFO : Epoch 1721 | loss: 0.0311108 | val_loss: 0.0311638 | Time: 1853.01 ms
[2021-11-01 16:21:57 main:581] : INFO : Epoch 1722 | loss: 0.0311109 | val_loss: 0.0311597 | Time: 1863.98 ms
[2021-11-01 16:21:59 main:581] : INFO : Epoch 1723 | loss: 0.0311068 | val_loss: 0.0311568 | Time: 1849.98 ms
[2021-11-01 16:22:00 main:581] : INFO : Epoch 1724 | loss: 0.0311047 | val_loss: 0.0311581 | Time: 1848.49 ms
[2021-11-01 16:22:02 main:581] : INFO : Epoch 1725 | loss: 0.0311037 | val_loss: 0.0311588 | Time: 1850.02 ms
[2021-11-01 16:22:04 main:581] : INFO : Epoch 1726 | loss: 0.0311042 | val_loss: 0.0311629 | Time: 1846.78 ms
[2021-11-01 16:22:06 main:581] : INFO : Epoch 1727 | loss: 0.0311016 | val_loss: 0.0311643 | Time: 1855.33 ms
[2021-11-01 16:22:08 main:581] : INFO : Epoch 1728 | loss: 0.0311018 | val_loss: 0.0311674 | Time: 1934.56 ms
[2021-11-01 16:22:10 main:581] : INFO : Epoch 1729 | loss: 0.0311039 | val_loss: 0.0311607 | Time: 1940.7 ms
[2021-11-01 16:22:12 main:581] : INFO : Epoch 1730 | loss: 0.0311049 | val_loss: 0.0311576 | Time: 1940.46 ms
[2021-11-01 16:22:14 main:581] : INFO : Epoch 1731 | loss: 0.0311044 | val_loss: 0.0311658 | Time: 1938.99 ms
[2021-11-01 16:22:16 main:581] : INFO : Epoch 1732 | loss: 0.0311012 | val_loss: 0.0311658 | Time: 1940.8 ms
[2021-11-01 16:22:18 main:581] : INFO : Epoch 1733 | loss: 0.0311038 | val_loss: 0.0311624 | Time: 1944.33 ms
[2021-11-01 16:22:20 main:581] : INFO : Epoch 1734 | loss: 0.0311029 | val_loss: 0.0311553 | Time: 1945.19 ms
[2021-11-01 16:22:22 main:581] : INFO : Epoch 1735 | loss: 0.0311036 | val_loss: 0.0311612 | Time: 1940.27 ms
[2021-11-01 16:22:24 main:581] : INFO : Epoch 1736 | loss: 0.031102 | val_loss: 0.0311648 | Time: 1939.25 ms
[2021-11-01 16:22:25 main:581] : INFO : Epoch 1737 | loss: 0.0311015 | val_loss: 0.0311596 | Time: 1937.24 ms
[2021-11-01 16:22:27 main:581] : INFO : Epoch 1738 | loss: 0.03112 | val_loss: 0.0311505 | Time: 1935.9 ms
[2021-11-01 16:22:29 main:581] : INFO : Epoch 1739 | loss: 0.0311251 | val_loss: 0.0311556 | Time: 1940.48 ms
[2021-11-01 16:22:31 main:581] : INFO : Epoch 1740 | loss: 0.0311187 | val_loss: 0.0311554 | Time: 1939.19 ms
[2021-11-01 16:22:33 main:581] : INFO : Epoch 1741 | loss: 0.0311133 | val_loss: 0.031154 | Time: 1939.24 ms
[2021-11-01 16:22:35 main:581] : INFO : Epoch 1742 | loss: 0.0311173 | val_loss: 0.0311551 | Time: 1908.78 ms
[2021-11-01 16:22:37 main:581] : INFO : Epoch 1743 | loss: 0.0311184 | val_loss: 0.0311552 | Time: 1917.01 ms
[2021-11-01 16:22:39 main:581] : INFO : Epoch 1744 | loss: 0.0311143 | val_loss: 0.0311541 | Time: 1930.5 ms
[2021-11-01 16:22:41 main:581] : INFO : Epoch 1745 | loss: 0.0311099 | val_loss: 0.0311541 | Time: 1937.17 ms
[2021-11-01 16:22:43 main:581] : INFO : Epoch 1746 | loss: 0.0311093 | val_loss: 0.0311568 | Time: 1855.84 ms
[2021-11-01 16:22:45 main:581] : INFO : Epoch 1747 | loss: 0.0311045 | val_loss: 0.0311643 | Time: 1856.47 ms
[2021-11-01 16:22:46 main:581] : INFO : Epoch 1748 | loss: 0.0311077 | val_loss: 0.0311663 | Time: 1861.39 ms
[2021-11-01 16:22:48 main:581] : INFO : Epoch 1749 | loss: 0.0311115 | val_loss: 0.0311597 | Time: 1858.4 ms
[2021-11-01 16:22:50 main:581] : INFO : Epoch 1750 | loss: 0.0311081 | val_loss: 0.0311603 | Time: 1857.22 ms
[2021-11-01 16:22:52 main:581] : INFO : Epoch 1751 | loss: 0.0311025 | val_loss: 0.0311616 | Time: 1856.27 ms
[2021-11-01 16:22:54 main:581] : INFO : Epoch 1752 | loss: 0.031101 | val_loss: 0.0311702 | Time: 1857.85 ms
[2021-11-01 16:22:56 main:581] : INFO : Epoch 1753 | loss: 0.0311025 | val_loss: 0.0311537 | Time: 1858.06 ms
[2021-11-01 16:22:58 main:581] : INFO : Epoch 1754 | loss: 0.0311005 | val_loss: 0.0311623 | Time: 1858.4 ms
[2021-11-01 16:23:00 main:581] : INFO : Epoch 1755 | loss: 0.0311243 | val_loss: 0.0311505 | Time: 1906.91 ms
[2021-11-01 16:23:01 main:581] : INFO : Epoch 1756 | loss: 0.0311224 | val_loss: 0.0311489 | Time: 1943.03 ms
[2021-11-01 16:23:03 main:581] : INFO : Epoch 1757 | loss: 0.031117 | val_loss: 0.0311503 | Time: 1934.38 ms
[2021-11-01 16:23:05 main:581] : INFO : Epoch 1758 | loss: 0.0311118 | val_loss: 0.0311531 | Time: 1862.39 ms
[2021-11-01 16:23:07 main:581] : INFO : Epoch 1759 | loss: 0.031108 | val_loss: 0.0311593 | Time: 1869.67 ms
[2021-11-01 16:23:09 main:581] : INFO : Epoch 1760 | loss: 0.0311098 | val_loss: 0.0311647 | Time: 1911.21 ms
[2021-11-01 16:23:11 main:581] : INFO : Epoch 1761 | loss: 0.0311068 | val_loss: 0.0311669 | Time: 1926.45 ms
[2021-11-01 16:23:13 main:581] : INFO : Epoch 1762 | loss: 0.0311032 | val_loss: 0.0311579 | Time: 1915.81 ms
[2021-11-01 16:23:15 main:581] : INFO : Epoch 1763 | loss: 0.0311 | val_loss: 0.0311602 | Time: 1851.61 ms
[2021-11-01 16:23:17 main:581] : INFO : Epoch 1764 | loss: 0.0311047 | val_loss: 0.0311545 | Time: 1848.92 ms
[2021-11-01 16:23:18 main:581] : INFO : Epoch 1765 | loss: 0.0311006 | val_loss: 0.0311636 | Time: 1850.21 ms
[2021-11-01 16:23:20 main:581] : INFO : Epoch 1766 | loss: 0.0311004 | val_loss: 0.0311675 | Time: 1900.41 ms
[2021-11-01 16:23:22 main:581] : INFO : Epoch 1767 | loss: 0.0311002 | val_loss: 0.0311619 | Time: 1922.86 ms
[2021-11-01 16:23:24 main:581] : INFO : Epoch 1768 | loss: 0.0311063 | val_loss: 0.0311642 | Time: 1930.1 ms
[2021-11-01 16:23:26 main:581] : INFO : Epoch 1769 | loss: 0.0311029 | val_loss: 0.031165 | Time: 1855.47 ms
[2021-11-01 16:23:28 main:581] : INFO : Epoch 1770 | loss: 0.0311046 | val_loss: 0.0311608 | Time: 1847.52 ms
[2021-11-01 16:23:30 main:581] : INFO : Epoch 1771 | loss: 0.031098 | val_loss: 0.0311646 | Time: 1854.51 ms
[2021-11-01 16:23:32 main:581] : INFO : Epoch 1772 | loss: 0.0310964 | val_loss: 0.0311647 | Time: 1861.14 ms
[2021-11-01 16:23:33 main:581] : INFO : Epoch 1773 | loss: 0.0310972 | val_loss: 0.031161 | Time: 1860.13 ms
[2021-11-01 16:23:35 main:581] : INFO : Epoch 1774 | loss: 0.0310966 | val_loss: 0.0311592 | Time: 1860.01 ms
[2021-11-01 16:23:37 main:581] : INFO : Epoch 1775 | loss: 0.0310964 | val_loss: 0.0311598 | Time: 1850.07 ms
[2021-11-01 16:23:39 main:581] : INFO : Epoch 1776 | loss: 0.0310959 | val_loss: 0.031162 | Time: 1857.33 ms
[2021-11-01 16:23:41 main:581] : INFO : Epoch 1777 | loss: 0.0310982 | val_loss: 0.0311613 | Time: 1861.32 ms
[2021-11-01 16:23:43 main:581] : INFO : Epoch 1778 | loss: 0.031098 | val_loss: 0.0311575 | Time: 1858.43 ms
[2021-11-01 16:23:45 main:581] : INFO : Epoch 1779 | loss: 0.0310966 | val_loss: 0.0311617 | Time: 1859.86 ms
[2021-11-01 16:23:46 main:581] : INFO : Epoch 1780 | loss: 0.0310979 | val_loss: 0.0311653 | Time: 1854.99 ms
[2021-11-01 16:23:48 main:581] : INFO : Epoch 1781 | loss: 0.0310971 | val_loss: 0.0311661 | Time: 1859.03 ms
[2021-11-01 16:23:50 main:581] : INFO : Epoch 1782 | loss: 0.0310951 | val_loss: 0.0311697 | Time: 1862.21 ms
[2021-11-01 16:23:52 main:581] : INFO : Epoch 1783 | loss: 0.0310971 | val_loss: 0.0311593 | Time: 1853.25 ms
[2021-11-01 16:23:54 main:581] : INFO : Epoch 1784 | loss: 0.0310955 | val_loss: 0.0311675 | Time: 1847.87 ms
[2021-11-01 16:23:56 main:581] : INFO : Epoch 1785 | loss: 0.0310976 | val_loss: 0.0311587 | Time: 1855.27 ms
[2021-11-01 16:23:58 main:581] : INFO : Epoch 1786 | loss: 0.0311052 | val_loss: 0.0311678 | Time: 1859.65 ms
[2021-11-01 16:23:59 main:581] : INFO : Epoch 1787 | loss: 0.0310996 | val_loss: 0.0311579 | Time: 1860.03 ms
[2021-11-01 16:24:01 main:581] : INFO : Epoch 1788 | loss: 0.031098 | val_loss: 0.0311698 | Time: 1878.7 ms
[2021-11-01 16:24:03 main:581] : INFO : Epoch 1789 | loss: 0.031103 | val_loss: 0.0311627 | Time: 1953.31 ms
[2021-11-01 16:24:05 main:581] : INFO : Epoch 1790 | loss: 0.0311066 | val_loss: 0.031181 | Time: 1950.66 ms
[2021-11-01 16:24:07 main:581] : INFO : Epoch 1791 | loss: 0.0311032 | val_loss: 0.0311663 | Time: 1950.22 ms
[2021-11-01 16:24:09 main:581] : INFO : Epoch 1792 | loss: 0.0310967 | val_loss: 0.0311659 | Time: 1944.31 ms
[2021-11-01 16:24:11 main:581] : INFO : Epoch 1793 | loss: 0.0310969 | val_loss: 0.031164 | Time: 1920.12 ms
[2021-11-01 16:24:13 main:581] : INFO : Epoch 1794 | loss: 0.0310967 | val_loss: 0.0311739 | Time: 1917.1 ms
[2021-11-01 16:24:15 main:581] : INFO : Epoch 1795 | loss: 0.031096 | val_loss: 0.0311612 | Time: 1945.25 ms
[2021-11-01 16:24:17 main:581] : INFO : Epoch 1796 | loss: 0.0310971 | val_loss: 0.0311683 | Time: 1931.38 ms
[2021-11-01 16:24:19 main:581] : INFO : Epoch 1797 | loss: 0.0310984 | val_loss: 0.0311757 | Time: 1859.94 ms
[2021-11-01 16:24:21 main:581] : INFO : Epoch 1798 | loss: 0.031097 | val_loss: 0.0311672 | Time: 1867.4 ms
[2021-11-01 16:24:22 main:581] : INFO : Epoch 1799 | loss: 0.0310975 | val_loss: 0.0311661 | Time: 1881.81 ms
[2021-11-01 16:24:24 main:581] : INFO : Epoch 1800 | loss: 0.031098 | val_loss: 0.0311619 | Time: 1927.92 ms
[2021-11-01 16:24:26 main:581] : INFO : Epoch 1801 | loss: 0.0310936 | val_loss: 0.0311774 | Time: 1900.16 ms
[2021-11-01 16:24:28 main:581] : INFO : Epoch 1802 | loss: 0.0310942 | val_loss: 0.0311626 | Time: 1854.37 ms
[2021-11-01 16:24:30 main:581] : INFO : Epoch 1803 | loss: 0.0310926 | val_loss: 0.0311601 | Time: 1914.04 ms
[2021-11-01 16:24:32 main:581] : INFO : Epoch 1804 | loss: 0.031091 | val_loss: 0.031174 | Time: 1944.35 ms
[2021-11-01 16:24:34 main:581] : INFO : Epoch 1805 | loss: 0.0310955 | val_loss: 0.0311557 | Time: 1952.79 ms
[2021-11-01 16:24:36 main:581] : INFO : Epoch 1806 | loss: 0.0310913 | val_loss: 0.0311715 | Time: 1949.9 ms
[2021-11-01 16:24:38 main:581] : INFO : Epoch 1807 | loss: 0.0310943 | val_loss: 0.0311711 | Time: 1922.36 ms
[2021-11-01 16:24:40 main:581] : INFO : Epoch 1808 | loss: 0.0310947 | val_loss: 0.031167 | Time: 1930.91 ms
[2021-11-01 16:24:42 main:581] : INFO : Epoch 1809 | loss: 0.031092 | val_loss: 0.0311606 | Time: 1936.35 ms
[2021-11-01 16:24:44 main:581] : INFO : Epoch 1810 | loss: 0.0310928 | val_loss: 0.0311627 | Time: 1938.69 ms
[2021-11-01 16:24:46 main:581] : INFO : Epoch 1811 | loss: 0.0310939 | val_loss: 0.0311671 | Time: 1938.91 ms
[2021-11-01 16:24:48 main:581] : INFO : Epoch 1812 | loss: 0.0310945 | val_loss: 0.031172 | Time: 1984.78 ms
[2021-11-01 16:24:50 main:581] : INFO : Epoch 1813 | loss: 0.0310941 | val_loss: 0.0311637 | Time: 2011.23 ms
[2021-11-01 16:24:52 main:581] : INFO : Epoch 1814 | loss: 0.0310938 | val_loss: 0.0311646 | Time: 2000.9 ms
[2021-11-01 16:24:54 main:581] : INFO : Epoch 1815 | loss: 0.0310953 | val_loss: 0.0311615 | Time: 1924.76 ms
[2021-11-01 16:24:55 main:581] : INFO : Epoch 1816 | loss: 0.0310913 | val_loss: 0.0311793 | Time: 1955.63 ms
[2021-11-01 16:24:57 main:581] : INFO : Epoch 1817 | loss: 0.0310899 | val_loss: 0.0311616 | Time: 1934.92 ms
[2021-11-01 16:24:59 main:581] : INFO : Epoch 1818 | loss: 0.031104 | val_loss: 0.0311576 | Time: 1935.86 ms
[2021-11-01 16:25:01 main:581] : INFO : Epoch 1819 | loss: 0.0311269 | val_loss: 0.0311533 | Time: 1941.59 ms
[2021-11-01 16:25:03 main:581] : INFO : Epoch 1820 | loss: 0.0311167 | val_loss: 0.0311503 | Time: 1958.67 ms
[2021-11-01 16:25:05 main:581] : INFO : Epoch 1821 | loss: 0.0311087 | val_loss: 0.0311538 | Time: 1942.01 ms
[2021-11-01 16:25:07 main:581] : INFO : Epoch 1822 | loss: 0.0311028 | val_loss: 0.0311641 | Time: 1939.45 ms
[2021-11-01 16:25:09 main:581] : INFO : Epoch 1823 | loss: 0.0311027 | val_loss: 0.0311494 | Time: 1941.68 ms
[2021-11-01 16:25:11 main:581] : INFO : Epoch 1824 | loss: 0.0310981 | val_loss: 0.0311588 | Time: 1951 ms
[2021-11-01 16:25:13 main:581] : INFO : Epoch 1825 | loss: 0.0310976 | val_loss: 0.0311611 | Time: 1940.4 ms
[2021-11-01 16:25:15 main:581] : INFO : Epoch 1826 | loss: 0.0310973 | val_loss: 0.031155 | Time: 1946.21 ms
[2021-11-01 16:25:17 main:581] : INFO : Epoch 1827 | loss: 0.0310974 | val_loss: 0.0311573 | Time: 1956.16 ms
[2021-11-01 16:25:19 main:581] : INFO : Epoch 1828 | loss: 0.0310938 | val_loss: 0.0311627 | Time: 1931.31 ms
[2021-11-01 16:25:21 main:581] : INFO : Epoch 1829 | loss: 0.0310995 | val_loss: 0.0311599 | Time: 1945.6 ms
[2021-11-01 16:25:23 main:581] : INFO : Epoch 1830 | loss: 0.0310966 | val_loss: 0.0311605 | Time: 1939.77 ms
[2021-11-01 16:25:25 main:581] : INFO : Epoch 1831 | loss: 0.0310967 | val_loss: 0.0311613 | Time: 1940.69 ms
[2021-11-01 16:25:27 main:581] : INFO : Epoch 1832 | loss: 0.0310962 | val_loss: 0.0311554 | Time: 1932.67 ms
[2021-11-01 16:25:29 main:581] : INFO : Epoch 1833 | loss: 0.0310961 | val_loss: 0.0311638 | Time: 1943.83 ms
[2021-11-01 16:25:30 main:581] : INFO : Epoch 1834 | loss: 0.0310958 | val_loss: 0.0311674 | Time: 1947.69 ms
[2021-11-01 16:25:32 main:581] : INFO : Epoch 1835 | loss: 0.0310941 | val_loss: 0.0311574 | Time: 1949.03 ms
[2021-11-01 16:25:34 main:581] : INFO : Epoch 1836 | loss: 0.0310927 | val_loss: 0.0311581 | Time: 1864.11 ms
[2021-11-01 16:25:36 main:581] : INFO : Epoch 1837 | loss: 0.0310938 | val_loss: 0.0311635 | Time: 1862.52 ms
[2021-11-01 16:25:38 main:581] : INFO : Epoch 1838 | loss: 0.0310908 | val_loss: 0.0311629 | Time: 1859.55 ms
[2021-11-01 16:25:40 main:581] : INFO : Epoch 1839 | loss: 0.0310903 | val_loss: 0.0311657 | Time: 1861.01 ms
[2021-11-01 16:25:42 main:581] : INFO : Epoch 1840 | loss: 0.0310892 | val_loss: 0.0311575 | Time: 1873.13 ms
[2021-11-01 16:25:44 main:581] : INFO : Epoch 1841 | loss: 0.0310889 | val_loss: 0.0311601 | Time: 1901.52 ms
[2021-11-01 16:25:45 main:581] : INFO : Epoch 1842 | loss: 0.0310901 | val_loss: 0.0311806 | Time: 1870.17 ms
[2021-11-01 16:25:47 main:581] : INFO : Epoch 1843 | loss: 0.0310899 | val_loss: 0.0311599 | Time: 1934.56 ms
[2021-11-01 16:25:49 main:581] : INFO : Epoch 1844 | loss: 0.0310899 | val_loss: 0.0311651 | Time: 1932.45 ms
[2021-11-01 16:25:51 main:581] : INFO : Epoch 1845 | loss: 0.031094 | val_loss: 0.0311591 | Time: 1933.65 ms
[2021-11-01 16:25:53 main:581] : INFO : Epoch 1846 | loss: 0.0310899 | val_loss: 0.0311657 | Time: 1932.29 ms
[2021-11-01 16:25:55 main:581] : INFO : Epoch 1847 | loss: 0.0310925 | val_loss: 0.0311601 | Time: 1930.88 ms
[2021-11-01 16:25:57 main:581] : INFO : Epoch 1848 | loss: 0.0310915 | val_loss: 0.0311548 | Time: 1855.14 ms
[2021-11-01 16:25:59 main:581] : INFO : Epoch 1849 | loss: 0.0310905 | val_loss: 0.0311677 | Time: 1851.05 ms
[2021-11-01 16:26:01 main:581] : INFO : Epoch 1850 | loss: 0.0310886 | val_loss: 0.0311693 | Time: 1903.39 ms
[2021-11-01 16:26:03 main:581] : INFO : Epoch 1851 | loss: 0.0310867 | val_loss: 0.0311589 | Time: 1938.73 ms
[2021-11-01 16:26:05 main:581] : INFO : Epoch 1852 | loss: 0.0310872 | val_loss: 0.0311638 | Time: 1913.25 ms
[2021-11-01 16:26:07 main:581] : INFO : Epoch 1853 | loss: 0.0310843 | val_loss: 0.0311684 | Time: 1911.38 ms
[2021-11-01 16:26:08 main:581] : INFO : Epoch 1854 | loss: 0.0310857 | val_loss: 0.0311678 | Time: 1930.19 ms
[2021-11-01 16:26:10 main:581] : INFO : Epoch 1855 | loss: 0.0310878 | val_loss: 0.0311688 | Time: 1924.69 ms
[2021-11-01 16:26:12 main:581] : INFO : Epoch 1856 | loss: 0.0310905 | val_loss: 0.031162 | Time: 1914.9 ms
[2021-11-01 16:26:14 main:581] : INFO : Epoch 1857 | loss: 0.0310898 | val_loss: 0.0311593 | Time: 1859.81 ms
[2021-11-01 16:26:16 main:581] : INFO : Epoch 1858 | loss: 0.0310893 | val_loss: 0.0311706 | Time: 1859.15 ms
[2021-11-01 16:26:18 main:581] : INFO : Epoch 1859 | loss: 0.0310872 | val_loss: 0.0311676 | Time: 1858.32 ms
[2021-11-01 16:26:20 main:581] : INFO : Epoch 1860 | loss: 0.0310862 | val_loss: 0.0311686 | Time: 1921.8 ms
[2021-11-01 16:26:22 main:581] : INFO : Epoch 1861 | loss: 0.0310835 | val_loss: 0.0311641 | Time: 1931.88 ms
[2021-11-01 16:26:24 main:581] : INFO : Epoch 1862 | loss: 0.0310812 | val_loss: 0.031172 | Time: 1929.04 ms
[2021-11-01 16:26:26 main:581] : INFO : Epoch 1863 | loss: 0.0310844 | val_loss: 0.0311722 | Time: 1870.92 ms
[2021-11-01 16:26:27 main:581] : INFO : Epoch 1864 | loss: 0.0310911 | val_loss: 0.0311747 | Time: 1883.43 ms
[2021-11-01 16:26:29 main:581] : INFO : Epoch 1865 | loss: 0.0310896 | val_loss: 0.0311665 | Time: 1925.9 ms
[2021-11-01 16:26:31 main:581] : INFO : Epoch 1866 | loss: 0.0310835 | val_loss: 0.0311671 | Time: 1926.6 ms
[2021-11-01 16:26:33 main:581] : INFO : Epoch 1867 | loss: 0.0310843 | val_loss: 0.0311685 | Time: 1919.4 ms
[2021-11-01 16:26:35 main:581] : INFO : Epoch 1868 | loss: 0.0310864 | val_loss: 0.0311724 | Time: 1849.24 ms
[2021-11-01 16:26:37 main:581] : INFO : Epoch 1869 | loss: 0.0310837 | val_loss: 0.0311698 | Time: 1850.08 ms
[2021-11-01 16:26:39 main:581] : INFO : Epoch 1870 | loss: 0.0310849 | val_loss: 0.031171 | Time: 1879.33 ms
[2021-11-01 16:26:41 main:581] : INFO : Epoch 1871 | loss: 0.0310835 | val_loss: 0.0311711 | Time: 1939.71 ms
[2021-11-01 16:26:43 main:581] : INFO : Epoch 1872 | loss: 0.031093 | val_loss: 0.0311569 | Time: 1944.85 ms
[2021-11-01 16:26:45 main:581] : INFO : Epoch 1873 | loss: 0.0310931 | val_loss: 0.0311625 | Time: 1873.03 ms
[2021-11-01 16:26:46 main:581] : INFO : Epoch 1874 | loss: 0.0310885 | val_loss: 0.0311651 | Time: 1852.28 ms
[2021-11-01 16:26:48 main:581] : INFO : Epoch 1875 | loss: 0.0310889 | val_loss: 0.0311627 | Time: 1854.06 ms
[2021-11-01 16:26:50 main:581] : INFO : Epoch 1876 | loss: 0.0310895 | val_loss: 0.0311668 | Time: 1879.96 ms
[2021-11-01 16:26:52 main:581] : INFO : Epoch 1877 | loss: 0.0310893 | val_loss: 0.0311639 | Time: 1947.38 ms
[2021-11-01 16:26:54 main:581] : INFO : Epoch 1878 | loss: 0.0310856 | val_loss: 0.0311681 | Time: 1949.74 ms
[2021-11-01 16:26:56 main:581] : INFO : Epoch 1879 | loss: 0.0310886 | val_loss: 0.0311673 | Time: 1951.99 ms
[2021-11-01 16:26:58 main:581] : INFO : Epoch 1880 | loss: 0.031089 | val_loss: 0.0311641 | Time: 1962.84 ms
[2021-11-01 16:27:00 main:581] : INFO : Epoch 1881 | loss: 0.031084 | val_loss: 0.0311621 | Time: 1964.54 ms
[2021-11-01 16:27:02 main:581] : INFO : Epoch 1882 | loss: 0.0310837 | val_loss: 0.0311722 | Time: 1892.85 ms
[2021-11-01 16:27:04 main:581] : INFO : Epoch 1883 | loss: 0.0310803 | val_loss: 0.0311805 | Time: 1852.99 ms
[2021-11-01 16:27:06 main:581] : INFO : Epoch 1884 | loss: 0.0310808 | val_loss: 0.0311742 | Time: 1930.98 ms
[2021-11-01 16:27:08 main:581] : INFO : Epoch 1885 | loss: 0.0310806 | val_loss: 0.031167 | Time: 1936.59 ms
[2021-11-01 16:27:09 main:581] : INFO : Epoch 1886 | loss: 0.03108 | val_loss: 0.0311688 | Time: 1937.17 ms
[2021-11-01 16:27:11 main:581] : INFO : Epoch 1887 | loss: 0.0310823 | val_loss: 0.0311731 | Time: 1937.29 ms
[2021-11-01 16:27:13 main:581] : INFO : Epoch 1888 | loss: 0.0310806 | val_loss: 0.0311672 | Time: 1931.58 ms
[2021-11-01 16:27:15 main:581] : INFO : Epoch 1889 | loss: 0.031084 | val_loss: 0.0311612 | Time: 1939.83 ms
[2021-11-01 16:27:17 main:581] : INFO : Epoch 1890 | loss: 0.0310872 | val_loss: 0.0311644 | Time: 1938.4 ms
[2021-11-01 16:27:19 main:581] : INFO : Epoch 1891 | loss: 0.0310931 | val_loss: 0.0311685 | Time: 1954.82 ms
[2021-11-01 16:27:21 main:581] : INFO : Epoch 1892 | loss: 0.0310908 | val_loss: 0.0311679 | Time: 1943 ms
[2021-11-01 16:27:23 main:581] : INFO : Epoch 1893 | loss: 0.0310881 | val_loss: 0.0311696 | Time: 1901.7 ms
[2021-11-01 16:27:25 main:581] : INFO : Epoch 1894 | loss: 0.0310812 | val_loss: 0.03117 | Time: 1936.36 ms
[2021-11-01 16:27:27 main:581] : INFO : Epoch 1895 | loss: 0.0310808 | val_loss: 0.0311677 | Time: 1890.07 ms
[2021-11-01 16:27:29 main:581] : INFO : Epoch 1896 | loss: 0.0310815 | val_loss: 0.0311706 | Time: 1906.99 ms
[2021-11-01 16:27:31 main:581] : INFO : Epoch 1897 | loss: 0.0310813 | val_loss: 0.0311721 | Time: 1932.66 ms
[2021-11-01 16:27:33 main:581] : INFO : Epoch 1898 | loss: 0.0310809 | val_loss: 0.0311637 | Time: 1933.41 ms
[2021-11-01 16:27:35 main:581] : INFO : Epoch 1899 | loss: 0.0310794 | val_loss: 0.0311679 | Time: 1937.68 ms
[2021-11-01 16:27:36 main:581] : INFO : Epoch 1900 | loss: 0.0310793 | val_loss: 0.0311632 | Time: 1876.84 ms
[2021-11-01 16:27:38 main:581] : INFO : Epoch 1901 | loss: 0.031081 | val_loss: 0.0311768 | Time: 1873.06 ms
[2021-11-01 16:27:40 main:581] : INFO : Epoch 1902 | loss: 0.0310836 | val_loss: 0.0311665 | Time: 1885.48 ms
[2021-11-01 16:27:42 main:581] : INFO : Epoch 1903 | loss: 0.0310836 | val_loss: 0.0311631 | Time: 1946.33 ms
[2021-11-01 16:27:44 main:581] : INFO : Epoch 1904 | loss: 0.0310887 | val_loss: 0.0311684 | Time: 1925.39 ms
[2021-11-01 16:27:46 main:581] : INFO : Epoch 1905 | loss: 0.0310833 | val_loss: 0.0311821 | Time: 1943.79 ms
[2021-11-01 16:27:48 main:581] : INFO : Epoch 1906 | loss: 0.031083 | val_loss: 0.0311636 | Time: 1943.58 ms
[2021-11-01 16:27:50 main:581] : INFO : Epoch 1907 | loss: 0.0310802 | val_loss: 0.0311759 | Time: 1942.75 ms
[2021-11-01 16:27:52 main:581] : INFO : Epoch 1908 | loss: 0.0310779 | val_loss: 0.0311742 | Time: 1916.25 ms
[2021-11-01 16:27:54 main:581] : INFO : Epoch 1909 | loss: 0.0310802 | val_loss: 0.0311777 | Time: 1864.89 ms
[2021-11-01 16:27:56 main:581] : INFO : Epoch 1910 | loss: 0.0310831 | val_loss: 0.0311716 | Time: 1948.53 ms
[2021-11-01 16:27:58 main:581] : INFO : Epoch 1911 | loss: 0.0310845 | val_loss: 0.0311653 | Time: 1948.5 ms
[2021-11-01 16:27:59 main:581] : INFO : Epoch 1912 | loss: 0.0310807 | val_loss: 0.0311669 | Time: 1930.71 ms
[2021-11-01 16:28:01 main:581] : INFO : Epoch 1913 | loss: 0.0310807 | val_loss: 0.0311755 | Time: 1928.46 ms
[2021-11-01 16:28:03 main:581] : INFO : Epoch 1914 | loss: 0.0310826 | val_loss: 0.0311804 | Time: 1850.1 ms
[2021-11-01 16:28:05 main:581] : INFO : Epoch 1915 | loss: 0.0310799 | val_loss: 0.0311804 | Time: 1867.26 ms
[2021-11-01 16:28:07 main:581] : INFO : Epoch 1916 | loss: 0.0310784 | val_loss: 0.0311731 | Time: 1897 ms
[2021-11-01 16:28:09 main:581] : INFO : Epoch 1917 | loss: 0.0310776 | val_loss: 0.0311784 | Time: 1851.18 ms
[2021-11-01 16:28:11 main:581] : INFO : Epoch 1918 | loss: 0.0310816 | val_loss: 0.0311652 | Time: 1850.13 ms
[2021-11-01 16:28:13 main:581] : INFO : Epoch 1919 | loss: 0.0310856 | val_loss: 0.031165 | Time: 1856.81 ms
[2021-11-01 16:28:14 main:581] : INFO : Epoch 1920 | loss: 0.0310839 | val_loss: 0.0311642 | Time: 1887.96 ms
[2021-11-01 16:28:16 main:581] : INFO : Epoch 1921 | loss: 0.0310863 | val_loss: 0.0311638 | Time: 1929.12 ms
[2021-11-01 16:28:18 main:581] : INFO : Epoch 1922 | loss: 0.031086 | val_loss: 0.0311689 | Time: 1928.78 ms
[2021-11-01 16:28:20 main:581] : INFO : Epoch 1923 | loss: 0.0310815 | val_loss: 0.0311649 | Time: 1942.32 ms
[2021-11-01 16:28:22 main:581] : INFO : Epoch 1924 | loss: 0.03108 | val_loss: 0.0311685 | Time: 1947.45 ms
[2021-11-01 16:28:24 main:581] : INFO : Epoch 1925 | loss: 0.0310783 | val_loss: 0.0311643 | Time: 1926.3 ms
[2021-11-01 16:28:26 main:581] : INFO : Epoch 1926 | loss: 0.0310786 | val_loss: 0.031172 | Time: 1955.97 ms
[2021-11-01 16:28:28 main:581] : INFO : Epoch 1927 | loss: 0.0310757 | val_loss: 0.0311796 | Time: 1942.31 ms
[2021-11-01 16:28:30 main:581] : INFO : Epoch 1928 | loss: 0.0310759 | val_loss: 0.0311739 | Time: 1945.28 ms
[2021-11-01 16:28:32 main:581] : INFO : Epoch 1929 | loss: 0.0310777 | val_loss: 0.0311793 | Time: 1947.99 ms
[2021-11-01 16:28:34 main:581] : INFO : Epoch 1930 | loss: 0.0310759 | val_loss: 0.0311664 | Time: 1948 ms
[2021-11-01 16:28:36 main:581] : INFO : Epoch 1931 | loss: 0.0310778 | val_loss: 0.0311711 | Time: 1932.6 ms
[2021-11-01 16:28:38 main:581] : INFO : Epoch 1932 | loss: 0.0310804 | val_loss: 0.0311851 | Time: 1927.85 ms
[2021-11-01 16:28:40 main:581] : INFO : Epoch 1933 | loss: 0.0310815 | val_loss: 0.0311944 | Time: 1924.85 ms
[2021-11-01 16:28:42 main:581] : INFO : Epoch 1934 | loss: 0.0310808 | val_loss: 0.0311661 | Time: 1933.46 ms
[2021-11-01 16:28:44 main:581] : INFO : Epoch 1935 | loss: 0.0310791 | val_loss: 0.031169 | Time: 1950.29 ms
[2021-11-01 16:28:45 main:581] : INFO : Epoch 1936 | loss: 0.0310816 | val_loss: 0.0311806 | Time: 1942.91 ms
[2021-11-01 16:28:47 main:581] : INFO : Epoch 1937 | loss: 0.0310753 | val_loss: 0.0311668 | Time: 1952.82 ms
[2021-11-01 16:28:49 main:581] : INFO : Epoch 1938 | loss: 0.0310755 | val_loss: 0.031176 | Time: 1967.54 ms
[2021-11-01 16:28:51 main:581] : INFO : Epoch 1939 | loss: 0.0310747 | val_loss: 0.0311809 | Time: 1947.51 ms
[2021-11-01 16:28:53 main:581] : INFO : Epoch 1940 | loss: 0.0310745 | val_loss: 0.0311929 | Time: 1950.74 ms
[2021-11-01 16:28:55 main:581] : INFO : Epoch 1941 | loss: 0.031074 | val_loss: 0.0311745 | Time: 1940.95 ms
[2021-11-01 16:28:57 main:581] : INFO : Epoch 1942 | loss: 0.0310782 | val_loss: 0.0311904 | Time: 1948.53 ms
[2021-11-01 16:28:59 main:581] : INFO : Epoch 1943 | loss: 0.0310729 | val_loss: 0.0311868 | Time: 1929.27 ms
[2021-11-01 16:29:01 main:581] : INFO : Epoch 1944 | loss: 0.0310769 | val_loss: 0.0311743 | Time: 1856.84 ms
[2021-11-01 16:29:03 main:581] : INFO : Epoch 1945 | loss: 0.0310787 | val_loss: 0.031178 | Time: 1906.32 ms
[2021-11-01 16:29:05 main:581] : INFO : Epoch 1946 | loss: 0.0310788 | val_loss: 0.0311691 | Time: 1897.65 ms
[2021-11-01 16:29:07 main:581] : INFO : Epoch 1947 | loss: 0.0310795 | val_loss: 0.0311683 | Time: 1936.5 ms
[2021-11-01 16:29:09 main:581] : INFO : Epoch 1948 | loss: 0.0310789 | val_loss: 0.0311752 | Time: 1945.84 ms
[2021-11-01 16:29:11 main:581] : INFO : Epoch 1949 | loss: 0.0310816 | val_loss: 0.0311744 | Time: 1878.74 ms
[2021-11-01 16:29:12 main:581] : INFO : Epoch 1950 | loss: 0.0310797 | val_loss: 0.0311791 | Time: 1894.05 ms
[2021-11-01 16:29:14 main:581] : INFO : Epoch 1951 | loss: 0.0310788 | val_loss: 0.0311786 | Time: 1846.74 ms
[2021-11-01 16:29:16 main:581] : INFO : Epoch 1952 | loss: 0.0310769 | val_loss: 0.0311756 | Time: 1846.8 ms
[2021-11-01 16:29:18 main:581] : INFO : Epoch 1953 | loss: 0.0310792 | val_loss: 0.0311651 | Time: 1874.87 ms
[2021-11-01 16:29:20 main:581] : INFO : Epoch 1954 | loss: 0.0310818 | val_loss: 0.0311697 | Time: 1887.96 ms
[2021-11-01 16:29:22 main:581] : INFO : Epoch 1955 | loss: 0.0310768 | val_loss: 0.0311697 | Time: 1863.93 ms
[2021-11-01 16:29:24 main:581] : INFO : Epoch 1956 | loss: 0.0310798 | val_loss: 0.0311707 | Time: 1855.38 ms
[2021-11-01 16:29:26 main:581] : INFO : Epoch 1957 | loss: 0.0310749 | val_loss: 0.0311865 | Time: 1892.45 ms
[2021-11-01 16:29:27 main:581] : INFO : Epoch 1958 | loss: 0.0310747 | val_loss: 0.0311793 | Time: 1887.31 ms
[2021-11-01 16:29:29 main:581] : INFO : Epoch 1959 | loss: 0.0310776 | val_loss: 0.0311738 | Time: 1917.11 ms
[2021-11-01 16:29:31 main:581] : INFO : Epoch 1960 | loss: 0.0310779 | val_loss: 0.0311818 | Time: 1960.33 ms
[2021-11-01 16:29:33 main:581] : INFO : Epoch 1961 | loss: 0.0310779 | val_loss: 0.0311737 | Time: 1891.07 ms
[2021-11-01 16:29:35 main:581] : INFO : Epoch 1962 | loss: 0.0310744 | val_loss: 0.0311618 | Time: 1935.22 ms
[2021-11-01 16:29:37 main:581] : INFO : Epoch 1963 | loss: 0.031081 | val_loss: 0.0311719 | Time: 1868.6 ms
[2021-11-01 16:29:39 main:581] : INFO : Epoch 1964 | loss: 0.0310793 | val_loss: 0.0311687 | Time: 1854.13 ms
[2021-11-01 16:29:41 main:581] : INFO : Epoch 1965 | loss: 0.0310791 | val_loss: 0.0311699 | Time: 1851.03 ms
[2021-11-01 16:29:43 main:581] : INFO : Epoch 1966 | loss: 0.0310784 | val_loss: 0.0311697 | Time: 1858.7 ms
[2021-11-01 16:29:44 main:581] : INFO : Epoch 1967 | loss: 0.0310752 | val_loss: 0.0311654 | Time: 1859 ms
[2021-11-01 16:29:46 main:581] : INFO : Epoch 1968 | loss: 0.0310731 | val_loss: 0.0311722 | Time: 1904.81 ms
[2021-11-01 16:29:48 main:581] : INFO : Epoch 1969 | loss: 0.0310724 | val_loss: 0.0311831 | Time: 1878.14 ms
[2021-11-01 16:29:50 main:581] : INFO : Epoch 1970 | loss: 0.0310714 | val_loss: 0.0311766 | Time: 1851.27 ms
[2021-11-01 16:29:52 main:581] : INFO : Epoch 1971 | loss: 0.0310775 | val_loss: 0.0311753 | Time: 1846.06 ms
[2021-11-01 16:29:54 main:581] : INFO : Epoch 1972 | loss: 0.0310783 | val_loss: 0.0311715 | Time: 1843.21 ms
[2021-11-01 16:29:56 main:581] : INFO : Epoch 1973 | loss: 0.0310764 | val_loss: 0.0311766 | Time: 1872.01 ms
[2021-11-01 16:29:58 main:581] : INFO : Epoch 1974 | loss: 0.0310731 | val_loss: 0.0311748 | Time: 1945.69 ms
[2021-11-01 16:29:59 main:581] : INFO : Epoch 1975 | loss: 0.0310764 | val_loss: 0.0311829 | Time: 1942.9 ms
[2021-11-01 16:30:01 main:581] : INFO : Epoch 1976 | loss: 0.0310724 | val_loss: 0.0311775 | Time: 1942.47 ms
[2021-11-01 16:30:03 main:581] : INFO : Epoch 1977 | loss: 0.031073 | val_loss: 0.031173 | Time: 1865.33 ms
[2021-11-01 16:30:05 main:581] : INFO : Epoch 1978 | loss: 0.0310733 | val_loss: 0.0311805 | Time: 1856.92 ms
[2021-11-01 16:30:07 main:581] : INFO : Epoch 1979 | loss: 0.0310784 | val_loss: 0.0311703 | Time: 1914.46 ms
[2021-11-01 16:30:09 main:581] : INFO : Epoch 1980 | loss: 0.0310782 | val_loss: 0.0311863 | Time: 1924.73 ms
[2021-11-01 16:30:11 main:581] : INFO : Epoch 1981 | loss: 0.0310779 | val_loss: 0.0311809 | Time: 1924.22 ms
[2021-11-01 16:30:13 main:581] : INFO : Epoch 1982 | loss: 0.031089 | val_loss: 0.0311918 | Time: 1860.88 ms
[2021-11-01 16:30:15 main:581] : INFO : Epoch 1983 | loss: 0.0310832 | val_loss: 0.0311816 | Time: 1889.65 ms
[2021-11-01 16:30:17 main:581] : INFO : Epoch 1984 | loss: 0.0310781 | val_loss: 0.0311696 | Time: 1900.78 ms
[2021-11-01 16:30:18 main:581] : INFO : Epoch 1985 | loss: 0.0310778 | val_loss: 0.031186 | Time: 1861.09 ms
[2021-11-01 16:30:20 main:581] : INFO : Epoch 1986 | loss: 0.0310737 | val_loss: 0.0311707 | Time: 1864.12 ms
[2021-11-01 16:30:22 main:581] : INFO : Epoch 1987 | loss: 0.0310733 | val_loss: 0.0311776 | Time: 1902.51 ms
[2021-11-01 16:30:24 main:581] : INFO : Epoch 1988 | loss: 0.0310732 | val_loss: 0.0311815 | Time: 1925.35 ms
[2021-11-01 16:30:26 main:581] : INFO : Epoch 1989 | loss: 0.0310718 | val_loss: 0.0311713 | Time: 1946.35 ms
[2021-11-01 16:30:28 main:581] : INFO : Epoch 1990 | loss: 0.0310746 | val_loss: 0.0311711 | Time: 1940.7 ms
[2021-11-01 16:30:30 main:581] : INFO : Epoch 1991 | loss: 0.0310709 | val_loss: 0.0311843 | Time: 1917.74 ms
[2021-11-01 16:30:32 main:581] : INFO : Epoch 1992 | loss: 0.0310755 | val_loss: 0.0311752 | Time: 1944.56 ms
[2021-11-01 16:30:34 main:581] : INFO : Epoch 1993 | loss: 0.0310728 | val_loss: 0.0311824 | Time: 1940.75 ms
[2021-11-01 16:30:36 main:581] : INFO : Epoch 1994 | loss: 0.0310897 | val_loss: 0.0311565 | Time: 1939.56 ms
[2021-11-01 16:30:38 main:581] : INFO : Epoch 1995 | loss: 0.0310993 | val_loss: 0.0311812 | Time: 1930.85 ms
[2021-11-01 16:30:40 main:581] : INFO : Epoch 1996 | loss: 0.0310882 | val_loss: 0.0311776 | Time: 1856.22 ms
[2021-11-01 16:30:41 main:581] : INFO : Epoch 1997 | loss: 0.0310796 | val_loss: 0.0311747 | Time: 1857.67 ms
[2021-11-01 16:30:43 main:581] : INFO : Epoch 1998 | loss: 0.0310759 | val_loss: 0.0311793 | Time: 1857.69 ms
[2021-11-01 16:30:45 main:581] : INFO : Epoch 1999 | loss: 0.0310739 | val_loss: 0.0311764 | Time: 1859.84 ms
[2021-11-01 16:30:47 main:581] : INFO : Epoch 2000 | loss: 0.0310744 | val_loss: 0.0311792 | Time: 1859.79 ms
[2021-11-01 16:30:49 main:581] : INFO : Epoch 2001 | loss: 0.0310763 | val_loss: 0.0311807 | Time: 1878.16 ms
[2021-11-01 16:30:51 main:581] : INFO : Epoch 2002 | loss: 0.0310772 | val_loss: 0.0311827 | Time: 1938.57 ms
[2021-11-01 16:30:53 main:581] : INFO : Epoch 2003 | loss: 0.0310739 | val_loss: 0.0311773 | Time: 1936.27 ms
[2021-11-01 16:30:55 main:581] : INFO : Epoch 2004 | loss: 0.0310711 | val_loss: 0.0311854 | Time: 1939.09 ms
[2021-11-01 16:30:57 main:581] : INFO : Epoch 2005 | loss: 0.0310679 | val_loss: 0.0311732 | Time: 1861.04 ms
[2021-11-01 16:30:58 main:581] : INFO : Epoch 2006 | loss: 0.0310709 | val_loss: 0.031184 | Time: 1860.69 ms
[2021-11-01 16:31:00 main:581] : INFO : Epoch 2007 | loss: 0.0310656 | val_loss: 0.0311725 | Time: 1859.01 ms
[2021-11-01 16:31:02 main:581] : INFO : Epoch 2008 | loss: 0.0310705 | val_loss: 0.0311899 | Time: 1890.25 ms
[2021-11-01 16:31:04 main:581] : INFO : Epoch 2009 | loss: 0.0310666 | val_loss: 0.0311836 | Time: 1945.05 ms
[2021-11-01 16:31:06 main:581] : INFO : Epoch 2010 | loss: 0.0310681 | val_loss: 0.0311826 | Time: 1941.79 ms
[2021-11-01 16:31:08 main:581] : INFO : Epoch 2011 | loss: 0.0310709 | val_loss: 0.0311766 | Time: 1927.2 ms
[2021-11-01 16:31:10 main:581] : INFO : Epoch 2012 | loss: 0.0310708 | val_loss: 0.0311649 | Time: 1951.91 ms
[2021-11-01 16:31:12 main:581] : INFO : Epoch 2013 | loss: 0.0310675 | val_loss: 0.031176 | Time: 1948.22 ms
[2021-11-01 16:31:14 main:581] : INFO : Epoch 2014 | loss: 0.0310754 | val_loss: 0.0311999 | Time: 1951.06 ms
[2021-11-01 16:31:16 main:581] : INFO : Epoch 2015 | loss: 0.0310807 | val_loss: 0.0311843 | Time: 1909.66 ms
[2021-11-01 16:31:18 main:581] : INFO : Epoch 2016 | loss: 0.0310798 | val_loss: 0.0311811 | Time: 1859.37 ms
[2021-11-01 16:31:19 main:581] : INFO : Epoch 2017 | loss: 0.0310699 | val_loss: 0.0311878 | Time: 1864.89 ms
[2021-11-01 16:31:21 main:581] : INFO : Epoch 2018 | loss: 0.0310686 | val_loss: 0.0311876 | Time: 1933.6 ms
[2021-11-01 16:31:23 main:581] : INFO : Epoch 2019 | loss: 0.0310702 | val_loss: 0.0311943 | Time: 1934.24 ms
[2021-11-01 16:31:25 main:581] : INFO : Epoch 2020 | loss: 0.0310669 | val_loss: 0.0311887 | Time: 1899.15 ms
[2021-11-01 16:31:27 main:581] : INFO : Epoch 2021 | loss: 0.0310638 | val_loss: 0.0311906 | Time: 1858.99 ms
[2021-11-01 16:31:29 main:581] : INFO : Epoch 2022 | loss: 0.0310673 | val_loss: 0.0311783 | Time: 1883.31 ms
[2021-11-01 16:31:31 main:581] : INFO : Epoch 2023 | loss: 0.0310712 | val_loss: 0.0311884 | Time: 1901.96 ms
[2021-11-01 16:31:33 main:581] : INFO : Epoch 2024 | loss: 0.0310762 | val_loss: 0.0311747 | Time: 1858.28 ms
[2021-11-01 16:31:35 main:581] : INFO : Epoch 2025 | loss: 0.0310781 | val_loss: 0.0311699 | Time: 1859.45 ms
[2021-11-01 16:31:37 main:581] : INFO : Epoch 2026 | loss: 0.0310725 | val_loss: 0.0311887 | Time: 1931.55 ms
[2021-11-01 16:31:38 main:581] : INFO : Epoch 2027 | loss: 0.0310737 | val_loss: 0.0311679 | Time: 1947.01 ms
[2021-11-01 16:31:40 main:581] : INFO : Epoch 2028 | loss: 0.03107 | val_loss: 0.0311765 | Time: 1953.25 ms
[2021-11-01 16:31:42 main:581] : INFO : Epoch 2029 | loss: 0.0310733 | val_loss: 0.0311782 | Time: 1952.08 ms
[2021-11-01 16:31:44 main:581] : INFO : Epoch 2030 | loss: 0.0310758 | val_loss: 0.0311828 | Time: 1977.71 ms
[2021-11-01 16:31:46 main:581] : INFO : Epoch 2031 | loss: 0.0310694 | val_loss: 0.0311745 | Time: 1969.6 ms
[2021-11-01 16:31:48 main:581] : INFO : Epoch 2032 | loss: 0.0310677 | val_loss: 0.031181 | Time: 1944.24 ms
[2021-11-01 16:31:50 main:581] : INFO : Epoch 2033 | loss: 0.0310637 | val_loss: 0.0311793 | Time: 1938.52 ms
[2021-11-01 16:31:52 main:581] : INFO : Epoch 2034 | loss: 0.0310695 | val_loss: 0.0311763 | Time: 1941.83 ms
[2021-11-01 16:31:54 main:581] : INFO : Epoch 2035 | loss: 0.0310676 | val_loss: 0.0311829 | Time: 1897.31 ms
[2021-11-01 16:31:56 main:581] : INFO : Epoch 2036 | loss: 0.0310703 | val_loss: 0.0311796 | Time: 1862.67 ms
[2021-11-01 16:31:58 main:581] : INFO : Epoch 2037 | loss: 0.0310672 | val_loss: 0.0311837 | Time: 1862.21 ms
[2021-11-01 16:32:00 main:581] : INFO : Epoch 2038 | loss: 0.0310723 | val_loss: 0.0311795 | Time: 1859.34 ms
[2021-11-01 16:32:01 main:581] : INFO : Epoch 2039 | loss: 0.0310721 | val_loss: 0.0311831 | Time: 1862.82 ms
[2021-11-01 16:32:03 main:581] : INFO : Epoch 2040 | loss: 0.0310716 | val_loss: 0.031182 | Time: 1859.37 ms
[2021-11-01 16:32:05 main:581] : INFO : Epoch 2041 | loss: 0.0310694 | val_loss: 0.0311738 | Time: 1872.69 ms
[2021-11-01 16:32:07 main:581] : INFO : Epoch 2042 | loss: 0.0310737 | val_loss: 0.0311722 | Time: 1904.24 ms
[2021-11-01 16:32:09 main:581] : INFO : Epoch 2043 | loss: 0.0310793 | val_loss: 0.0311726 | Time: 1947.17 ms
[2021-11-01 16:32:11 main:581] : INFO : Epoch 2044 | loss: 0.0310779 | val_loss: 0.0311805 | Time: 1952.51 ms
[2021-11-01 16:32:13 main:581] : INFO : Epoch 2045 | loss: 0.0310694 | val_loss: 0.0311934 | Time: 1940.09 ms
[2021-11-01 16:32:15 main:581] : INFO : Epoch 2046 | loss: 0.0310684 | val_loss: 0.0311747 | Time: 1961.59 ms
[2021-11-01 16:32:17 main:581] : INFO : Epoch 2047 | loss: 0.0310688 | val_loss: 0.0311785 | Time: 1948.56 ms
[2021-11-01 16:32:19 main:581] : INFO : Epoch 2048 | loss: 0.0310695 | val_loss: 0.0311822 | Time: 1937.18 ms
[2021-11-01 16:32:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311822
[2021-11-01 16:32:19 main:610] : INFO : Saving end state to config to file
[2021-11-01 16:32:19 main:615] : INFO : Success, exiting..
16:32:19 (195214): 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)