Task 7411005
| Name | ParityModified-1631731426-5794-1_0 |
| Workunit | 5083993 |
| Created | 17 Sep 2021, 4:21:40 UTC |
| Sent | 24 Sep 2021, 4:28:48 UTC |
| Report deadline | 1 Oct 2021, 4:28:48 UTC |
| Received | 24 Sep 2021, 8:06:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 1 hours 13 min 42 sec |
| CPU time | 1 hours 13 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.17</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 2074.63 ms [2021-09-24 03:47:45 main:581] : INFO : Epoch 1539 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2158.37 ms [2021-09-24 03:47:47 main:581] : INFO : Epoch 1540 | loss: 0.0312491 | val_loss: 0.031249 | Time: 2026.72 ms [2021-09-24 03:47:49 main:581] : INFO : Epoch 1541 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 2302.03 ms [2021-09-24 03:47:51 main:581] : INFO : Epoch 1542 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2187.11 ms [2021-09-24 03:47:53 main:581] : INFO : Epoch 1543 | loss: 0.0312509 | val_loss: 0.0312494 | Time: 2276.32 ms [2021-09-24 03:47:55 main:581] : INFO : Epoch 1544 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 2109.13 ms [2021-09-24 03:47:58 main:581] : INFO : Epoch 1545 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2406.95 ms [2021-09-24 03:48:00 main:581] : INFO : Epoch 1546 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2304.01 ms [2021-09-24 03:48:03 main:581] : INFO : Epoch 1547 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2396.04 ms [2021-09-24 03:48:05 main:581] : INFO : Epoch 1548 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 2313.78 ms [2021-09-24 03:48:07 main:581] : INFO : Epoch 1549 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 2231.72 ms [2021-09-24 03:48:09 main:581] : INFO : Epoch 1550 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2242.68 ms [2021-09-24 03:48:12 main:581] : INFO : Epoch 1551 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 2177.19 ms [2021-09-24 03:48:14 main:581] : INFO : Epoch 1552 | loss: 0.0312493 | val_loss: 0.0312515 | Time: 2049.79 ms [2021-09-24 03:48:16 main:581] : INFO : Epoch 1553 | loss: 0.0312496 | val_loss: 0.0312484 | Time: 2009.77 ms [2021-09-24 03:48:17 main:581] : INFO : Epoch 1554 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 1751.16 ms [2021-09-24 03:48:19 main:581] : INFO : Epoch 1555 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1810.04 ms [2021-09-24 03:48:21 main:581] : INFO : Epoch 1556 | loss: 0.0312507 | val_loss: 0.031249 | Time: 2196.07 ms [2021-09-24 03:48:23 main:581] : INFO : Epoch 1557 | loss: 0.0312495 | val_loss: 0.0312484 | Time: 1930.83 ms [2021-09-24 03:48:25 main:581] : INFO : Epoch 1558 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 2010.95 ms [2021-09-24 03:48:27 main:581] : INFO : Epoch 1559 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 1982.67 ms [2021-09-24 03:48:29 main:581] : INFO : Epoch 1560 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2053.48 ms [2021-09-24 03:48:32 main:581] : INFO : Epoch 1561 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2268.09 ms [2021-09-24 03:48:34 main:581] : INFO : Epoch 1562 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 2370.86 ms [2021-09-24 03:48:36 main:581] : INFO : Epoch 1563 | loss: 0.0312509 | val_loss: 0.0312485 | Time: 2106.39 ms [2021-09-24 03:48:38 main:581] : INFO : Epoch 1564 | loss: 0.0312504 | val_loss: 0.0312484 | Time: 2093.06 ms [2021-09-24 03:48:40 main:581] : INFO : Epoch 1565 | loss: 0.0312498 | val_loss: 0.0312484 | Time: 1948.28 ms [2021-09-24 03:48:42 main:581] : INFO : Epoch 1566 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2087.71 ms [2021-09-24 03:48:44 main:581] : INFO : Epoch 1567 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2056.73 ms [2021-09-24 03:48:46 main:581] : INFO : Epoch 1568 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2043.32 ms [2021-09-24 03:48:48 main:581] : INFO : Epoch 1569 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1910.9 ms [2021-09-24 03:48:50 main:581] : INFO : Epoch 1570 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 2131.05 ms [2021-09-24 03:48:53 main:581] : INFO : Epoch 1571 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 2207.15 ms [2021-09-24 03:48:55 main:581] : INFO : Epoch 1572 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2025.5 ms [2021-09-24 03:48:57 main:581] : INFO : Epoch 1573 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2132.67 ms [2021-09-24 03:48:59 main:581] : INFO : Epoch 1574 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2109.2 ms [2021-09-24 03:49:01 main:581] : INFO : Epoch 1575 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2086.46 ms [2021-09-24 03:49:03 main:581] : INFO : Epoch 1576 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2354.13 ms [2021-09-24 03:49:06 main:581] : INFO : Epoch 1577 | loss: 0.0312495 | val_loss: 0.031249 | Time: 2288.21 ms [2021-09-24 03:49:08 main:581] : INFO : Epoch 1578 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1997.22 ms [2021-09-24 03:49:10 main:581] : INFO : Epoch 1579 | loss: 0.0312489 | val_loss: 0.03125 | Time: 2249.14 ms [2021-09-24 03:49:12 main:581] : INFO : Epoch 1580 | loss: 0.0312503 | val_loss: 0.0312489 | Time: 2138.5 ms [2021-09-24 03:49:14 main:581] : INFO : Epoch 1581 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2014.52 ms [2021-09-24 03:49:16 main:581] : INFO : Epoch 1582 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 2075.5 ms [2021-09-24 03:49:18 main:581] : INFO : Epoch 1583 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 2153.86 ms [2021-09-24 03:49:20 main:581] : INFO : Epoch 1584 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2112.78 ms [2021-09-24 03:49:22 main:581] : INFO : Epoch 1585 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 2151.14 ms [2021-09-24 03:49:24 main:581] : INFO : Epoch 1586 | loss: 0.0312498 | val_loss: 0.0312485 | Time: 1983.8 ms [2021-09-24 03:49:27 main:581] : INFO : Epoch 1587 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 2081.12 ms [2021-09-24 03:49:29 main:581] : INFO : Epoch 1588 | loss: 0.031249 | val_loss: 0.0312486 | Time: 2359.68 ms [2021-09-24 03:49:31 main:581] : INFO : Epoch 1589 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 2164.06 ms [2021-09-24 03:49:33 main:581] : INFO : Epoch 1590 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2135.47 ms [2021-09-24 03:49:35 main:581] : INFO : Epoch 1591 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2265.85 ms [2021-09-24 03:49:38 main:581] : INFO : Epoch 1592 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 2156.97 ms [2021-09-24 03:49:40 main:581] : INFO : Epoch 1593 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 2090.99 ms [2021-09-24 03:49:42 main:581] : INFO : Epoch 1594 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1815.5 ms [2021-09-24 03:49:44 main:581] : INFO : Epoch 1595 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2124.96 ms [2021-09-24 03:49:46 main:581] : INFO : Epoch 1596 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 2013.94 ms [2021-09-24 03:49:48 main:581] : INFO : Epoch 1597 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 2167.03 ms [2021-09-24 03:49:50 main:581] : INFO : Epoch 1598 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 2439.21 ms [2021-09-24 03:49:53 main:581] : INFO : Epoch 1599 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2404.78 ms [2021-09-24 03:49:55 main:581] : INFO : Epoch 1600 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2283.12 ms [2021-09-24 03:49:57 main:581] : INFO : Epoch 1601 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2485.09 ms [2021-09-24 03:50:00 main:581] : INFO : Epoch 1602 | loss: 0.0312488 | val_loss: 0.031251 | Time: 2226.27 ms [2021-09-24 03:50:02 main:581] : INFO : Epoch 1603 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2212.06 ms [2021-09-24 03:50:04 main:581] : INFO : Epoch 1604 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 2390.7 ms [2021-09-24 03:50:07 main:581] : INFO : Epoch 1605 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 2415.64 ms [2021-09-24 03:50:09 main:581] : INFO : Epoch 1606 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2140.68 ms [2021-09-24 03:50:11 main:581] : INFO : Epoch 1607 | loss: 0.0312515 | val_loss: 0.0312561 | Time: 2137.97 ms [2021-09-24 03:50:13 main:581] : INFO : Epoch 1608 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 2433.37 ms [2021-09-24 03:50:16 main:581] : INFO : Epoch 1609 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2225.96 ms [2021-09-24 03:50:18 main:581] : INFO : Epoch 1610 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2227.69 ms [2021-09-24 03:50:20 main:581] : INFO : Epoch 1611 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2324.47 ms [2021-09-24 03:50:22 main:581] : INFO : Epoch 1612 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2122.34 ms [2021-09-24 03:50:25 main:581] : INFO : Epoch 1613 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 2236.13 ms [2021-09-24 03:50:27 main:581] : INFO : Epoch 1614 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 2236.74 ms [2021-09-24 03:50:29 main:581] : INFO : Epoch 1615 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2541.13 ms [2021-09-24 03:50:32 main:581] : INFO : Epoch 1616 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2356.37 ms [2021-09-24 03:50:34 main:581] : INFO : Epoch 1617 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 2411.99 ms [2021-09-24 03:50:36 main:581] : INFO : Epoch 1618 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2206.69 ms [2021-09-24 03:50:39 main:581] : INFO : Epoch 1619 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 2440.54 ms [2021-09-24 03:50:41 main:581] : INFO : Epoch 1620 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 2353.36 ms [2021-09-24 03:50:43 main:581] : INFO : Epoch 1621 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2255.93 ms [2021-09-24 03:50:46 main:581] : INFO : Epoch 1622 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2209.44 ms [2021-09-24 03:50:48 main:581] : INFO : Epoch 1623 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2331.05 ms [2021-09-24 03:50:50 main:581] : INFO : Epoch 1624 | loss: 0.0312519 | val_loss: 0.0312802 | Time: 2043.24 ms [2021-09-24 03:50:52 main:581] : INFO : Epoch 1625 | loss: 0.0312599 | val_loss: 0.0312539 | Time: 2102.54 ms [2021-09-24 03:50:54 main:581] : INFO : Epoch 1626 | loss: 0.0312536 | val_loss: 0.0312517 | Time: 1903 ms [2021-09-24 03:50:56 main:581] : INFO : Epoch 1627 | loss: 0.0312511 | val_loss: 0.0312489 | Time: 1927.61 ms [2021-09-24 03:50:58 main:581] : INFO : Epoch 1628 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 2028.71 ms [2021-09-24 03:51:00 main:581] : INFO : Epoch 1629 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 2463.26 ms [2021-09-24 03:51:03 main:581] : INFO : Epoch 1630 | loss: 0.031249 | val_loss: 0.0312486 | Time: 2234.29 ms [2021-09-24 03:51:05 main:581] : INFO : Epoch 1631 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2036.46 ms [2021-09-24 03:51:07 main:581] : INFO : Epoch 1632 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 2275.78 ms [2021-09-24 03:51:09 main:581] : INFO : Epoch 1633 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1999.4 ms [2021-09-24 03:51:11 main:581] : INFO : Epoch 1634 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 2208.37 ms [2021-09-24 03:51:13 main:581] : INFO : Epoch 1635 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2086.74 ms [2021-09-24 03:51:16 main:581] : INFO : Epoch 1636 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 2278.48 ms [2021-09-24 03:51:18 main:581] : INFO : Epoch 1637 | loss: 0.031249 | val_loss: 0.0312497 | Time: 2237.93 ms [2021-09-24 03:51:20 main:581] : INFO : Epoch 1638 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2046.27 ms [2021-09-24 03:51:22 main:581] : INFO : Epoch 1639 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2216.23 ms [2021-09-24 03:51:24 main:581] : INFO : Epoch 1640 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 2195.39 ms [2021-09-24 03:51:26 main:581] : INFO : Epoch 1641 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 2073.44 ms [2021-09-24 03:51:29 main:581] : INFO : Epoch 1642 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 2238.19 ms [2021-09-24 03:51:31 main:581] : INFO : Epoch 1643 | loss: 0.0312487 | val_loss: 0.031249 | Time: 2148.67 ms [2021-09-24 03:51:33 main:581] : INFO : Epoch 1644 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 2247.21 ms [2021-09-24 03:51:35 main:581] : INFO : Epoch 1645 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2074.32 ms [2021-09-24 03:51:37 main:581] : INFO : Epoch 1646 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2058.74 ms [2021-09-24 03:51:40 main:581] : INFO : Epoch 1647 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 2589.98 ms [2021-09-24 03:51:42 main:581] : INFO : Epoch 1648 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 2332.93 ms [2021-09-24 03:51:44 main:581] : INFO : Epoch 1649 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 2226.95 ms [2021-09-24 03:51:46 main:581] : INFO : Epoch 1650 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2115.55 ms [2021-09-24 03:51:48 main:581] : INFO : Epoch 1651 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2064.5 ms [2021-09-24 03:51:50 main:581] : INFO : Epoch 1652 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1932.93 ms [2021-09-24 03:51:52 main:581] : INFO : Epoch 1653 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2143.1 ms [2021-09-24 03:51:55 main:581] : INFO : Epoch 1654 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2185.9 ms [2021-09-24 03:51:57 main:581] : INFO : Epoch 1655 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2102.85 ms [2021-09-24 03:51:59 main:581] : INFO : Epoch 1656 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 2283.95 ms [2021-09-24 03:52:01 main:581] : INFO : Epoch 1657 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2144.22 ms [2021-09-24 03:52:03 main:581] : INFO : Epoch 1658 | loss: 0.0312491 | val_loss: 0.0312511 | Time: 2282.85 ms [2021-09-24 03:52:06 main:581] : INFO : Epoch 1659 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 2183.9 ms [2021-09-24 03:52:08 main:581] : INFO : Epoch 1660 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 2235.08 ms [2021-09-24 03:52:10 main:581] : INFO : Epoch 1661 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 2172.32 ms [2021-09-24 03:52:12 main:581] : INFO : Epoch 1662 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 2211.47 ms [2021-09-24 03:52:15 main:581] : INFO : Epoch 1663 | loss: 0.03125 | val_loss: 0.0312487 | Time: 2320.68 ms [2021-09-24 03:52:17 main:581] : INFO : Epoch 1664 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 2042.72 ms [2021-09-24 03:52:19 main:581] : INFO : Epoch 1665 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1992.86 ms [2021-09-24 03:52:21 main:581] : INFO : Epoch 1666 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 1970.66 ms [2021-09-24 03:52:23 main:581] : INFO : Epoch 1667 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 2088.34 ms [2021-09-24 03:52:25 main:581] : INFO : Epoch 1668 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2131.4 ms [2021-09-24 03:52:27 main:581] : INFO : Epoch 1669 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 2254.47 ms [2021-09-24 03:52:29 main:581] : INFO : Epoch 1670 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2100.65 ms [2021-09-24 03:52:31 main:581] : INFO : Epoch 1671 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2120.13 ms [2021-09-24 03:52:33 main:581] : INFO : Epoch 1672 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 2141.55 ms [2021-09-24 03:52:35 main:581] : INFO : Epoch 1673 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1833.02 ms [2021-09-24 03:52:37 main:581] : INFO : Epoch 1674 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 1934.25 ms [2021-09-24 03:52:39 main:581] : INFO : Epoch 1675 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2160.13 ms [2021-09-24 03:52:41 main:581] : INFO : Epoch 1676 | loss: 0.0312502 | val_loss: 0.031249 | Time: 1924.29 ms [2021-09-24 03:52:43 main:581] : INFO : Epoch 1677 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1937.55 ms [2021-09-24 03:52:45 main:581] : INFO : Epoch 1678 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 1851.2 ms [2021-09-24 03:52:47 main:581] : INFO : Epoch 1679 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1937.02 ms [2021-09-24 03:52:49 main:581] : INFO : Epoch 1680 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1976.52 ms [2021-09-24 03:52:51 main:581] : INFO : Epoch 1681 | loss: 0.03125 | val_loss: 0.0312487 | Time: 2040.27 ms [2021-09-24 03:52:53 main:581] : INFO : Epoch 1682 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2193.14 ms [2021-09-24 03:52:56 main:581] : INFO : Epoch 1683 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 2369.29 ms [2021-09-24 03:52:58 main:581] : INFO : Epoch 1684 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 2208.25 ms [2021-09-24 03:53:00 main:581] : INFO : Epoch 1685 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2215.84 ms [2021-09-24 03:53:02 main:581] : INFO : Epoch 1686 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 2194.01 ms [2021-09-24 03:53:04 main:581] : INFO : Epoch 1687 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 2224.66 ms [2021-09-24 03:53:07 main:581] : INFO : Epoch 1688 | loss: 0.0312489 | val_loss: 0.031251 | Time: 2162.09 ms [2021-09-24 03:53:09 main:581] : INFO : Epoch 1689 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 2267.01 ms [2021-09-24 03:53:11 main:581] : INFO : Epoch 1690 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 2170.15 ms [2021-09-24 03:53:13 main:581] : INFO : Epoch 1691 | loss: 0.0312495 | val_loss: 0.031249 | Time: 2105.07 ms [2021-09-24 03:53:15 main:581] : INFO : Epoch 1692 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2155.18 ms [2021-09-24 03:53:17 main:581] : INFO : Epoch 1693 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2086.26 ms [2021-09-24 03:53:20 main:581] : INFO : Epoch 1694 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2123.46 ms [2021-09-24 03:53:22 main:581] : INFO : Epoch 1695 | loss: 0.0312506 | val_loss: 0.031252 | Time: 2297.16 ms [2021-09-24 03:53:24 main:581] : INFO : Epoch 1696 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 2355.68 ms [2021-09-24 03:53:26 main:581] : INFO : Epoch 1697 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2213.58 ms [2021-09-24 03:53:29 main:581] : INFO : Epoch 1698 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 2307.94 ms [2021-09-24 03:53:31 main:581] : INFO : Epoch 1699 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2217.33 ms [2021-09-24 03:53:33 main:581] : INFO : Epoch 1700 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2370.27 ms [2021-09-24 03:53:35 main:581] : INFO : Epoch 1701 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2102.23 ms [2021-09-24 03:53:38 main:581] : INFO : Epoch 1702 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 2143.32 ms [2021-09-24 03:53:40 main:581] : INFO : Epoch 1703 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2329.96 ms [2021-09-24 03:53:42 main:581] : INFO : Epoch 1704 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 2296.04 ms [2021-09-24 03:53:44 main:581] : INFO : Epoch 1705 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 2292.68 ms [2021-09-24 03:53:46 main:581] : INFO : Epoch 1706 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1975.2 ms [2021-09-24 03:53:48 main:581] : INFO : Epoch 1707 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1942.64 ms [2021-09-24 03:53:50 main:581] : INFO : Epoch 1708 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1903.55 ms [2021-09-24 03:53:53 main:581] : INFO : Epoch 1709 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2491.12 ms [2021-09-24 03:53:55 main:581] : INFO : Epoch 1710 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2184.15 ms [2021-09-24 03:53:57 main:581] : INFO : Epoch 1711 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2158.98 ms [2021-09-24 03:53:59 main:581] : INFO : Epoch 1712 | loss: 0.0312487 | val_loss: 0.0312516 | Time: 2358.01 ms [2021-09-24 03:54:02 main:581] : INFO : Epoch 1713 | loss: 0.0312494 | val_loss: 0.031249 | Time: 2145.83 ms [2021-09-24 03:54:04 main:581] : INFO : Epoch 1714 | loss: 0.031249 | val_loss: 0.0312483 | Time: 2157.42 ms [2021-09-24 03:54:06 main:581] : INFO : Epoch 1715 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2080.63 ms [2021-09-24 03:54:08 main:581] : INFO : Epoch 1716 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1975.23 ms [2021-09-24 03:54:10 main:581] : INFO : Epoch 1717 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2265.47 ms [2021-09-24 03:54:12 main:581] : INFO : Epoch 1718 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1978.31 ms [2021-09-24 03:54:14 main:581] : INFO : Epoch 1719 | loss: 0.0312489 | val_loss: 0.031249 | Time: 2188.95 ms [2021-09-24 03:54:16 main:581] : INFO : Epoch 1720 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 2144.63 ms [2021-09-24 03:54:18 main:581] : INFO : Epoch 1721 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 2043.09 ms [2021-09-24 03:54:21 main:581] : INFO : Epoch 1722 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 2233.92 ms [2021-09-24 03:54:23 main:581] : INFO : Epoch 1723 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2080.61 ms [2021-09-24 03:54:25 main:581] : INFO : Epoch 1724 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1928.46 ms [2021-09-24 03:54:27 main:581] : INFO : Epoch 1725 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 1980.34 ms [2021-09-24 03:54:29 main:581] : INFO : Epoch 1726 | loss: 0.0312495 | val_loss: 0.0312525 | Time: 1927.77 ms [2021-09-24 03:54:30 main:581] : INFO : Epoch 1727 | loss: 0.0312504 | val_loss: 0.0312486 | Time: 1885.34 ms [2021-09-24 03:54:33 main:581] : INFO : Epoch 1728 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 2041.04 ms [2021-09-24 03:54:35 main:581] : INFO : Epoch 1729 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2017.43 ms [2021-09-24 03:54:37 main:581] : INFO : Epoch 1730 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 2281.34 ms [2021-09-24 03:54:39 main:581] : INFO : Epoch 1731 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2285.91 ms [2021-09-24 03:54:41 main:581] : INFO : Epoch 1732 | loss: 0.0312494 | val_loss: 0.031251 | Time: 2159.52 ms [2021-09-24 03:54:43 main:581] : INFO : Epoch 1733 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2135.14 ms [2021-09-24 03:54:46 main:581] : INFO : Epoch 1734 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 2272.73 ms [2021-09-24 03:54:48 main:581] : INFO : Epoch 1735 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 2026.27 ms [2021-09-24 03:54:50 main:581] : INFO : Epoch 1736 | loss: 0.0312502 | val_loss: 0.031249 | Time: 2191.8 ms [2021-09-24 03:54:52 main:581] : INFO : Epoch 1737 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2167.17 ms [2021-09-24 03:54:54 main:581] : INFO : Epoch 1738 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 2334.74 ms [2021-09-24 03:54:57 main:581] : INFO : Epoch 1739 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 2215.66 ms [2021-09-24 03:54:59 main:581] : INFO : Epoch 1740 | loss: 0.031249 | val_loss: 0.031249 | Time: 2104.64 ms [2021-09-24 03:55:01 main:581] : INFO : Epoch 1741 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 2157.93 ms [2021-09-24 03:55:03 main:581] : INFO : Epoch 1742 | loss: 0.0312505 | val_loss: 0.0312486 | Time: 2166.09 ms [2021-09-24 03:55:05 main:581] : INFO : Epoch 1743 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2132.3 ms [2021-09-24 03:55:08 main:581] : INFO : Epoch 1744 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 2518.92 ms [2021-09-24 03:55:10 main:581] : INFO : Epoch 1745 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 2169.83 ms [2021-09-24 03:55:12 main:581] : INFO : Epoch 1746 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2436.39 ms [2021-09-24 03:55:15 main:581] : INFO : Epoch 1747 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2307.63 ms [2021-09-24 03:55:17 main:581] : INFO : Epoch 1748 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 2241.14 ms [2021-09-24 03:55:19 main:581] : INFO : Epoch 1749 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 2110.08 ms [2021-09-24 03:55:21 main:581] : INFO : Epoch 1750 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 2145.06 ms [2021-09-24 03:55:23 main:581] : INFO : Epoch 1751 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 2209.68 ms [2021-09-24 03:55:26 main:581] : INFO : Epoch 1752 | loss: 0.031249 | val_loss: 0.0312506 | Time: 2466.71 ms [2021-09-24 03:55:28 main:581] : INFO : Epoch 1753 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2165.83 ms [2021-09-24 03:55:30 main:581] : INFO : Epoch 1754 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 2141.06 ms [2021-09-24 03:55:32 main:581] : INFO : Epoch 1755 | loss: 0.0312508 | val_loss: 0.0312491 | Time: 1882.72 ms [2021-09-24 03:55:34 main:581] : INFO : Epoch 1756 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 2066.72 ms [2021-09-24 03:55:36 main:581] : INFO : Epoch 1757 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2064.76 ms [2021-09-24 03:55:38 main:581] : INFO : Epoch 1758 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2150.33 ms [2021-09-24 03:55:40 main:581] : INFO : Epoch 1759 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1973.93 ms [2021-09-24 03:55:42 main:581] : INFO : Epoch 1760 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1961.19 ms [2021-09-24 03:55:44 main:581] : INFO : Epoch 1761 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 2195 ms [2021-09-24 03:55:47 main:581] : INFO : Epoch 1762 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 2196.16 ms [2021-09-24 03:55:49 main:581] : INFO : Epoch 1763 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2005.87 ms [2021-09-24 03:55:51 main:581] : INFO : Epoch 1764 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2081.47 ms [2021-09-24 03:55:53 main:581] : INFO : Epoch 1765 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 2118.38 ms [2021-09-24 03:55:55 main:581] : INFO : Epoch 1766 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2208.49 ms [2021-09-24 03:55:57 main:581] : INFO : Epoch 1767 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2021.69 ms [2021-09-24 03:55:59 main:581] : INFO : Epoch 1768 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2308.7 ms [2021-09-24 03:56:02 main:581] : INFO : Epoch 1769 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 2171.54 ms [2021-09-24 03:56:04 main:581] : INFO : Epoch 1770 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2294.44 ms [2021-09-24 03:56:06 main:581] : INFO : Epoch 1771 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 2224.82 ms [2021-09-24 03:56:09 main:581] : INFO : Epoch 1772 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 2493.42 ms [2021-09-24 03:56:11 main:581] : INFO : Epoch 1773 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2207.26 ms [2021-09-24 03:56:13 main:581] : INFO : Epoch 1774 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 2063.47 ms [2021-09-24 03:56:15 main:581] : INFO : Epoch 1775 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1928.84 ms [2021-09-24 03:56:17 main:581] : INFO : Epoch 1776 | loss: 0.0312493 | val_loss: 0.0312517 | Time: 2043.9 ms [2021-09-24 03:56:19 main:581] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 2155.83 ms [2021-09-24 03:56:21 main:581] : INFO : Epoch 1778 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 2073.62 ms [2021-09-24 03:56:23 main:581] : INFO : Epoch 1779 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 2249.91 ms [2021-09-24 03:56:26 main:581] : INFO : Epoch 1780 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 2399.9 ms [2021-09-24 03:56:28 main:581] : INFO : Epoch 1781 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2271.07 ms [2021-09-24 03:56:30 main:581] : INFO : Epoch 1782 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 2230.84 ms [2021-09-24 03:56:32 main:581] : INFO : Epoch 1783 | loss: 0.0312497 | val_loss: 0.031249 | Time: 2283.38 ms [2021-09-24 03:56:35 main:581] : INFO : Epoch 1784 | loss: 0.0312506 | val_loss: 0.0312485 | Time: 2294.85 ms [2021-09-24 03:56:37 main:581] : INFO : Epoch 1785 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 2210.8 ms [2021-09-24 03:56:39 main:581] : INFO : Epoch 1786 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 2342.69 ms [2021-09-24 03:56:42 main:581] : INFO : Epoch 1787 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 2281.35 ms [2021-09-24 03:56:44 main:581] : INFO : Epoch 1788 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2231.96 ms [2021-09-24 03:56:46 main:581] : INFO : Epoch 1789 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 2193.75 ms [2021-09-24 03:56:48 main:581] : INFO : Epoch 1790 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 2375.9 ms [2021-09-24 03:56:50 main:581] : INFO : Epoch 1791 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 2009.39 ms [2021-09-24 03:56:53 main:581] : INFO : Epoch 1792 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 2200.35 ms [2021-09-24 03:56:55 main:581] : INFO : Epoch 1793 | loss: 0.0312489 | val_loss: 0.031249 | Time: 2080.63 ms [2021-09-24 03:56:57 main:581] : INFO : Epoch 1794 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2213.37 ms [2021-09-24 03:56:59 main:581] : INFO : Epoch 1795 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2271.57 ms [2021-09-24 03:57:01 main:581] : INFO : Epoch 1796 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 2133.02 ms [2021-09-24 03:57:04 main:581] : INFO : Epoch 1797 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 2272.38 ms [2021-09-24 03:57:06 main:581] : INFO : Epoch 1798 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2198.82 ms [2021-09-24 03:57:08 main:581] : INFO : Epoch 1799 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2201.19 ms [2021-09-24 03:57:10 main:581] : INFO : Epoch 1800 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 2079.73 ms [2021-09-24 03:57:12 main:581] : INFO : Epoch 1801 | loss: 0.031249 | val_loss: 0.03125 | Time: 1908.73 ms [2021-09-24 03:57:14 main:581] : INFO : Epoch 1802 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 2011.1 ms [2021-09-24 03:57:16 main:581] : INFO : Epoch 1803 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 2040.82 ms [2021-09-24 03:57:18 main:581] : INFO : Epoch 1804 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2023.37 ms [2021-09-24 03:57:20 main:581] : INFO : Epoch 1805 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 1938.87 ms [2021-09-24 03:57:22 main:581] : INFO : Epoch 1806 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1916.68 ms [2021-09-24 03:57:24 main:581] : INFO : Epoch 1807 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2076.22 ms [2021-09-24 03:57:26 main:581] : INFO : Epoch 1808 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 2290.63 ms [2021-09-24 03:57:28 main:581] : INFO : Epoch 1809 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2230.42 ms [2021-09-24 03:57:31 main:581] : INFO : Epoch 1810 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2144.52 ms [2021-09-24 03:57:33 main:581] : INFO : Epoch 1811 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 2140.23 ms [2021-09-24 03:57:35 main:581] : INFO : Epoch 1812 | loss: 0.0312489 | val_loss: 0.03125 | Time: 2076.32 ms [2021-09-24 03:57:37 main:581] : INFO : Epoch 1813 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1975.69 ms [2021-09-24 03:57:39 main:581] : INFO : Epoch 1814 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2046 ms [2021-09-24 03:57:41 main:581] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.0312484 | Time: 2151.62 ms [2021-09-24 03:57:43 main:581] : INFO : Epoch 1816 | loss: 0.031249 | val_loss: 0.0312485 | Time: 1996.25 ms [2021-09-24 03:57:45 main:581] : INFO : Epoch 1817 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 2031.37 ms [2021-09-24 03:57:47 main:581] : INFO : Epoch 1818 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2120.77 ms [2021-09-24 03:57:50 main:581] : INFO : Epoch 1819 | loss: 0.0312491 | val_loss: 0.031251 | Time: 2403.76 ms [2021-09-24 03:57:52 main:581] : INFO : Epoch 1820 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2057.15 ms [2021-09-24 03:57:54 main:581] : INFO : Epoch 1821 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 2375.13 ms [2021-09-24 03:57:56 main:581] : INFO : Epoch 1822 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 2239.78 ms [2021-09-24 03:57:58 main:581] : INFO : Epoch 1823 | loss: 0.0312493 | val_loss: 0.0312514 | Time: 2123.73 ms [2021-09-24 03:58:01 main:581] : INFO : Epoch 1824 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 2166.88 ms [2021-09-24 03:58:03 main:581] : INFO : Epoch 1825 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 2240.3 ms [2021-09-24 03:58:05 main:581] : INFO : Epoch 1826 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 2095.8 ms [2021-09-24 03:58:07 main:581] : INFO : Epoch 1827 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 2205.9 ms [2021-09-24 03:58:09 main:581] : INFO : Epoch 1828 | loss: 0.0312492 | val_loss: 0.031249 | Time: 2290.17 ms [2021-09-24 03:58:12 main:581] : INFO : Epoch 1829 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 2308.23 ms [2021-09-24 03:58:14 main:581] : INFO : Epoch 1830 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 2322.46 ms [2021-09-24 03:58:16 main:581] : INFO : Epoch 1831 | loss: 0.031249 | val_loss: 0.0312488 | Time: 2118.42 ms [2021-09-24 03:58:18 main:581] : INFO : Epoch 1832 | loss: 0.0312505 | val_loss: 0.0312492 | Time: 2135.05 ms [2021-09-24 03:58:21 main:581] : INFO : Epoch 1833 | loss: 0.031264 | val_loss: 0.0312671 | Time: 2319.91 ms [2021-09-24 03:58:23 main:581] : INFO : Epoch 1834 | loss: 0.0318441 | val_loss: 0.0314101 | Time: 2541.25 ms [2021-09-24 03:58:25 main:581] : INFO : Epoch 1835 | loss: 0.0352482 | val_loss: 0.0319551 | Time: 2218.06 ms [2021-09-24 03:58:27 main:581] : INFO : Epoch 1836 | loss: 0.0320531 | val_loss: 0.0314397 | Time: 2092.79 ms [2021-09-24 03:58:30 main:581] : INFO : Epoch 1837 | loss: 0.031334 | val_loss: 0.0312706 | Time: 2117.89 ms [2021-09-24 03:58:32 main:581] : INFO : Epoch 1838 | loss: 0.0312676 | val_loss: 0.0312575 | Time: 2177.2 ms [2021-09-24 03:58:34 main:581] : INFO : Epoch 1839 | loss: 0.0312544 | val_loss: 0.0312533 | Time: 2060.98 ms [2021-09-24 03:58:36 main:581] : INFO : Epoch 1840 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 2218.03 ms [2021-09-24 03:58:38 main:581] : INFO : Epoch 1841 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2306.79 ms [2021-09-24 03:58:40 main:581] : INFO : Epoch 1842 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2089.03 ms [2021-09-24 03:58:42 main:581] : INFO : Epoch 1843 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2055.17 ms [2021-09-24 03:58:45 main:581] : INFO : Epoch 1844 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2037.87 ms [2021-09-24 03:58:47 main:581] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2004.54 ms [2021-09-24 03:58:48 main:581] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1919.33 ms [2021-09-24 03:58:51 main:581] : INFO : Epoch 1847 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2155.36 ms [2021-09-24 03:58:53 main:581] : INFO : Epoch 1848 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1972.42 ms [2021-09-24 03:58:55 main:581] : INFO : Epoch 1849 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2102.65 ms [2021-09-24 03:58:57 main:581] : INFO : Epoch 1850 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2228.89 ms [2021-09-24 03:58:59 main:581] : INFO : Epoch 1851 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 2099.68 ms [2021-09-24 03:59:01 main:581] : INFO : Epoch 1852 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1994.92 ms [2021-09-24 03:59:03 main:581] : INFO : Epoch 1853 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 2002.5 ms [2021-09-24 03:59:05 main:581] : INFO : Epoch 1854 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2204.56 ms [2021-09-24 03:59:08 main:581] : INFO : Epoch 1855 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 2392.38 ms [2021-09-24 03:59:10 main:581] : INFO : Epoch 1856 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 2485.63 ms [2021-09-24 03:59:12 main:581] : INFO : Epoch 1857 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2201.38 ms [2021-09-24 03:59:14 main:581] : INFO : Epoch 1858 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2120.64 ms [2021-09-24 03:59:16 main:581] : INFO : Epoch 1859 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 2095.52 ms [2021-09-24 03:59:19 main:581] : INFO : Epoch 1860 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 2102.64 ms [2021-09-24 03:59:21 main:581] : INFO : Epoch 1861 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2181.8 ms [2021-09-24 03:59:23 main:581] : INFO : Epoch 1862 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2423.06 ms [2021-09-24 03:59:26 main:581] : INFO : Epoch 1863 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 2571.36 ms [2021-09-24 03:59:28 main:581] : INFO : Epoch 1864 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2329.36 ms [2021-09-24 03:59:31 main:581] : INFO : Epoch 1865 | loss: 0.031249 | val_loss: 0.0312486 | Time: 2445.17 ms [2021-09-24 03:59:33 main:581] : INFO : Epoch 1866 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 2429.12 ms [2021-09-24 03:59:36 main:581] : INFO : Epoch 1867 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2707.14 ms [2021-09-24 03:59:38 main:581] : INFO : Epoch 1868 | loss: 0.031249 | val_loss: 0.0312486 | Time: 2423.42 ms [2021-09-24 03:59:40 main:581] : INFO : Epoch 1869 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2263.15 ms [2021-09-24 03:59:43 main:581] : INFO : Epoch 1870 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2395.42 ms [2021-09-24 03:59:45 main:581] : INFO : Epoch 1871 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2256.94 ms [2021-09-24 03:59:47 main:581] : INFO : Epoch 1872 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 2261.11 ms [2021-09-24 03:59:49 main:581] : INFO : Epoch 1873 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 2118.09 ms [2021-09-24 03:59:52 main:581] : INFO : Epoch 1874 | loss: 0.031249 | val_loss: 0.0312494 | Time: 2146.94 ms [2021-09-24 03:59:54 main:581] : INFO : Epoch 1875 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2276.03 ms [2021-09-24 03:59:56 main:581] : INFO : Epoch 1876 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2624.09 ms [2021-09-24 03:59:59 main:581] : INFO : Epoch 1877 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 2318.4 ms [2021-09-24 04:00:01 main:581] : INFO : Epoch 1878 | loss: 0.0312505 | val_loss: 0.0312486 | Time: 2702.96 ms [2021-09-24 04:00:04 main:581] : INFO : Epoch 1879 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2403.19 ms [2021-09-24 04:00:07 main:581] : INFO : Epoch 1880 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2665.2 ms [2021-09-24 04:00:09 main:581] : INFO : Epoch 1881 | loss: 0.0312496 | val_loss: 0.031249 | Time: 2426.24 ms [2021-09-24 04:00:11 main:581] : INFO : Epoch 1882 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2014.13 ms [2021-09-24 04:00:13 main:581] : INFO : Epoch 1883 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2115.72 ms [2021-09-24 04:00:15 main:581] : INFO : Epoch 1884 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1888.89 ms [2021-09-24 04:00:17 main:581] : INFO : Epoch 1885 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1869.94 ms [2021-09-24 04:00:19 main:581] : INFO : Epoch 1886 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 1994.63 ms [2021-09-24 04:00:21 main:581] : INFO : Epoch 1887 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1972.45 ms [2021-09-24 04:00:23 main:581] : INFO : Epoch 1888 | loss: 0.031249 | val_loss: 0.031249 | Time: 1920.54 ms [2021-09-24 04:00:25 main:581] : INFO : Epoch 1889 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2226.76 ms [2021-09-24 04:00:27 main:581] : INFO : Epoch 1890 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 2109.9 ms [2021-09-24 04:00:29 main:581] : INFO : Epoch 1891 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 2138.81 ms [2021-09-24 04:00:31 main:581] : INFO : Epoch 1892 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2187.76 ms [2021-09-24 04:00:34 main:581] : INFO : Epoch 1893 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 2526.24 ms [2021-09-24 04:00:36 main:581] : INFO : Epoch 1894 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 2222.09 ms [2021-09-24 04:00:38 main:581] : INFO : Epoch 1895 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1971.3 ms [2021-09-24 04:00:40 main:581] : INFO : Epoch 1896 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 2141.62 ms [2021-09-24 04:00:43 main:581] : INFO : Epoch 1897 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 2209.63 ms [2021-09-24 04:00:45 main:581] : INFO : Epoch 1898 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 2228.65 ms [2021-09-24 04:00:47 main:581] : INFO : Epoch 1899 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1991.91 ms [2021-09-24 04:00:49 main:581] : INFO : Epoch 1900 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1899.68 ms [2021-09-24 04:00:51 main:581] : INFO : Epoch 1901 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2029.96 ms [2021-09-24 04:00:53 main:581] : INFO : Epoch 1902 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 2053.63 ms [2021-09-24 04:00:55 main:581] : INFO : Epoch 1903 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 2106.49 ms [2021-09-24 04:00:57 main:581] : INFO : Epoch 1904 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2157.71 ms [2021-09-24 04:00:59 main:581] : INFO : Epoch 1905 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 2249.07 ms [2021-09-24 04:01:01 main:581] : INFO : Epoch 1906 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 2171.99 ms [2021-09-24 04:01:04 main:581] : INFO : Epoch 1907 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 2322.11 ms [2021-09-24 04:01:06 main:581] : INFO : Epoch 1908 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2333.84 ms [2021-09-24 04:01:08 main:581] : INFO : Epoch 1909 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2408.89 ms [2021-09-24 04:01:11 main:581] : INFO : Epoch 1910 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 2231.2 ms [2021-09-24 04:01:13 main:581] : INFO : Epoch 1911 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2121.74 ms [2021-09-24 04:01:15 main:581] : INFO : Epoch 1912 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 2269.12 ms [2021-09-24 04:01:17 main:581] : INFO : Epoch 1913 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 2104.93 ms [2021-09-24 04:01:19 main:581] : INFO : Epoch 1914 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 2086.16 ms [2021-09-24 04:01:21 main:581] : INFO : Epoch 1915 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 2068.46 ms [2021-09-24 04:01:23 main:581] : INFO : Epoch 1916 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1907.55 ms [2021-09-24 04:01:25 main:581] : INFO : Epoch 1917 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1921.68 ms [2021-09-24 04:01:27 main:581] : INFO : Epoch 1918 | loss: 0.031249 | val_loss: 0.031249 | Time: 2009.24 ms [2021-09-24 04:01:29 main:581] : INFO : Epoch 1919 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 2182.32 ms [2021-09-24 04:01:32 main:581] : INFO : Epoch 1920 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2132.62 ms [2021-09-24 04:01:34 main:581] : INFO : Epoch 1921 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2103.34 ms [2021-09-24 04:01:36 main:581] : INFO : Epoch 1922 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2260.62 ms [2021-09-24 04:01:38 main:581] : INFO : Epoch 1923 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 2247.58 ms [2021-09-24 04:01:40 main:581] : INFO : Epoch 1924 | loss: 0.031249 | val_loss: 0.0312488 | Time: 2232.93 ms [2021-09-24 04:01:42 main:581] : INFO : Epoch 1925 | loss: 0.031249 | val_loss: 0.0312488 | Time: 2124.75 ms [2021-09-24 04:01:44 main:581] : INFO : Epoch 1926 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 2013.92 ms [2021-09-24 04:01:46 main:581] : INFO : Epoch 1927 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1995.18 ms [2021-09-24 04:01:48 main:581] : INFO : Epoch 1928 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1951.7 ms [2021-09-24 04:01:51 main:581] : INFO : Epoch 1929 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2173.25 ms [2021-09-24 04:01:53 main:581] : INFO : Epoch 1930 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 2130.26 ms [2021-09-24 04:01:55 main:581] : INFO : Epoch 1931 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2272.78 ms [2021-09-24 04:01:57 main:581] : INFO : Epoch 1932 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 2247.22 ms [2021-09-24 04:02:00 main:581] : INFO : Epoch 1933 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 2425.67 ms [2021-09-24 04:02:02 main:581] : INFO : Epoch 1934 | loss: 0.0312495 | val_loss: 0.0312484 | Time: 2504.07 ms [2021-09-24 04:02:05 main:581] : INFO : Epoch 1935 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 2392.03 ms [2021-09-24 04:02:07 main:581] : INFO : Epoch 1936 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 2282.3 ms [2021-09-24 04:02:09 main:581] : INFO : Epoch 1937 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 2253.5 ms [2021-09-24 04:02:11 main:581] : INFO : Epoch 1938 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2229.45 ms [2021-09-24 04:02:13 main:581] : INFO : Epoch 1939 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 2127.5 ms [2021-09-24 04:02:16 main:581] : INFO : Epoch 1940 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2114.65 ms [2021-09-24 04:02:18 main:581] : INFO : Epoch 1941 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2149.43 ms [2021-09-24 04:02:20 main:581] : INFO : Epoch 1942 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2115.11 ms [2021-09-24 04:02:22 main:581] : INFO : Epoch 1943 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 2239.66 ms [2021-09-24 04:02:24 main:581] : INFO : Epoch 1944 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2239.44 ms [2021-09-24 04:02:27 main:581] : INFO : Epoch 1945 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2538.53 ms [2021-09-24 04:02:29 main:581] : INFO : Epoch 1946 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 2257.33 ms [2021-09-24 04:02:31 main:581] : INFO : Epoch 1947 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 2212.37 ms [2021-09-24 04:02:34 main:581] : INFO : Epoch 1948 | loss: 0.031249 | val_loss: 0.0312492 | Time: 2167.78 ms [2021-09-24 04:02:36 main:581] : INFO : Epoch 1949 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2238.33 ms [2021-09-24 04:02:38 main:581] : INFO : Epoch 1950 | loss: 0.0312511 | val_loss: 0.0312534 | Time: 2464.88 ms [2021-09-24 04:02:40 main:581] : INFO : Epoch 1951 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 2090.53 ms [2021-09-24 04:02:42 main:581] : INFO : Epoch 1952 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 2174.89 ms [2021-09-24 04:02:45 main:581] : INFO : Epoch 1953 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 2750.9 ms [2021-09-24 04:02:48 main:581] : INFO : Epoch 1954 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 2445.58 ms [2021-09-24 04:02:50 main:581] : INFO : Epoch 1955 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 2191.14 ms [2021-09-24 04:02:52 main:581] : INFO : Epoch 1956 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 2314.67 ms [2021-09-24 04:02:54 main:581] : INFO : Epoch 1957 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2104.96 ms [2021-09-24 04:02:57 main:581] : INFO : Epoch 1958 | loss: 0.0312488 | val_loss: 0.031249 | Time: 2259.31 ms [2021-09-24 04:02:59 main:581] : INFO : Epoch 1959 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 2341.38 ms [2021-09-24 04:03:01 main:581] : INFO : Epoch 1960 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 2413.47 ms [2021-09-24 04:03:04 main:581] : INFO : Epoch 1961 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2198.74 ms [2021-09-24 04:03:06 main:581] : INFO : Epoch 1962 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 2204.96 ms [2021-09-24 04:03:08 main:581] : INFO : Epoch 1963 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2337.67 ms [2021-09-24 04:03:11 main:581] : INFO : Epoch 1964 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 2569.3 ms [2021-09-24 04:03:13 main:581] : INFO : Epoch 1965 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2300.84 ms [2021-09-24 04:03:15 main:581] : INFO : Epoch 1966 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2307.96 ms [2021-09-24 04:03:18 main:581] : INFO : Epoch 1967 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 2321.15 ms [2021-09-24 04:03:20 main:581] : INFO : Epoch 1968 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2428.33 ms [2021-09-24 04:03:22 main:581] : INFO : Epoch 1969 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 2138.75 ms [2021-09-24 04:03:24 main:581] : INFO : Epoch 1970 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2129.15 ms [2021-09-24 04:03:27 main:581] : INFO : Epoch 1971 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 2257.33 ms [2021-09-24 04:03:29 main:581] : INFO : Epoch 1972 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 2131.62 ms [2021-09-24 04:03:31 main:581] : INFO : Epoch 1973 | loss: 0.031249 | val_loss: 0.0312485 | Time: 2446.54 ms [2021-09-24 04:03:33 main:581] : INFO : Epoch 1974 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 2212.09 ms [2021-09-24 04:03:36 main:581] : INFO : Epoch 1975 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2377.77 ms [2021-09-24 04:03:38 main:581] : INFO : Epoch 1976 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 2188.39 ms [2021-09-24 04:03:40 main:581] : INFO : Epoch 1977 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 2055.36 ms [2021-09-24 04:03:42 main:581] : INFO : Epoch 1978 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 2032.23 ms [2021-09-24 04:03:44 main:581] : INFO : Epoch 1979 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2065.21 ms [2021-09-24 04:03:46 main:581] : INFO : Epoch 1980 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 2000.95 ms [2021-09-24 04:03:48 main:581] : INFO : Epoch 1981 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2004.75 ms [2021-09-24 04:03:50 main:581] : INFO : Epoch 1982 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1979.13 ms [2021-09-24 04:03:52 main:581] : INFO : Epoch 1983 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2258.91 ms [2021-09-24 04:03:54 main:581] : INFO : Epoch 1984 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1944.9 ms [2021-09-24 04:03:56 main:581] : INFO : Epoch 1985 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2054.66 ms [2021-09-24 04:03:58 main:581] : INFO : Epoch 1986 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2079.73 ms [2021-09-24 04:04:00 main:581] : INFO : Epoch 1987 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1994.86 ms [2021-09-24 04:04:03 main:581] : INFO : Epoch 1988 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 2389.27 ms [2021-09-24 04:04:05 main:581] : INFO : Epoch 1989 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2476.89 ms [2021-09-24 04:04:08 main:581] : INFO : Epoch 1990 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 2392.38 ms [2021-09-24 04:04:10 main:581] : INFO : Epoch 1991 | loss: 0.0312506 | val_loss: 0.0312487 | Time: 2498.38 ms [2021-09-24 04:04:12 main:581] : INFO : Epoch 1992 | loss: 0.0312501 | val_loss: 0.0312484 | Time: 2204.38 ms [2021-09-24 04:04:15 main:581] : INFO : Epoch 1993 | loss: 0.0312502 | val_loss: 0.0312484 | Time: 2203.67 ms [2021-09-24 04:04:17 main:581] : INFO : Epoch 1994 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2097.97 ms [2021-09-24 04:04:19 main:581] : INFO : Epoch 1995 | loss: 0.0312503 | val_loss: 0.0312485 | Time: 2022.23 ms [2021-09-24 04:04:21 main:581] : INFO : Epoch 1996 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 2109.1 ms [2021-09-24 04:04:23 main:581] : INFO : Epoch 1997 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1966.53 ms [2021-09-24 04:04:25 main:581] : INFO : Epoch 1998 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2223.36 ms [2021-09-24 04:04:27 main:581] : INFO : Epoch 1999 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1974.82 ms [2021-09-24 04:04:29 main:581] : INFO : Epoch 2000 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1991.33 ms [2021-09-24 04:04:31 main:581] : INFO : Epoch 2001 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 2025.05 ms [2021-09-24 04:04:33 main:581] : INFO : Epoch 2002 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 2157.73 ms [2021-09-24 04:04:35 main:581] : INFO : Epoch 2003 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1974.06 ms [2021-09-24 04:04:37 main:581] : INFO : Epoch 2004 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2030.18 ms [2021-09-24 04:04:39 main:581] : INFO : Epoch 2005 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 2137.16 ms [2021-09-24 04:04:41 main:581] : INFO : Epoch 2006 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 2145.56 ms [2021-09-24 04:04:44 main:581] : INFO : Epoch 2007 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 2200.95 ms [2021-09-24 04:04:45 main:581] : INFO : Epoch 2008 | loss: 0.0312503 | val_loss: 0.0312485 | Time: 1909.63 ms [2021-09-24 04:04:48 main:581] : INFO : Epoch 2009 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 2259.59 ms [2021-09-24 04:04:50 main:581] : INFO : Epoch 2010 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 2505.52 ms [2021-09-24 04:04:52 main:581] : INFO : Epoch 2011 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 2064.52 ms [2021-09-24 04:04:55 main:581] : INFO : Epoch 2012 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2186.69 ms [2021-09-24 04:04:57 main:581] : INFO : Epoch 2013 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 2073.74 ms [2021-09-24 04:04:59 main:581] : INFO : Epoch 2014 | loss: 0.031249 | val_loss: 0.0312488 | Time: 2194.12 ms [2021-09-24 04:05:01 main:581] : INFO : Epoch 2015 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 2138.68 ms [2021-09-24 04:05:03 main:581] : INFO : Epoch 2016 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2357.25 ms [2021-09-24 04:05:06 main:581] : INFO : Epoch 2017 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2379.38 ms [2021-09-24 04:05:08 main:581] : INFO : Epoch 2018 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2360.73 ms [2021-09-24 04:05:10 main:581] : INFO : Epoch 2019 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 2234.75 ms [2021-09-24 04:05:13 main:581] : INFO : Epoch 2020 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2401.23 ms [2021-09-24 04:05:15 main:581] : INFO : Epoch 2021 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 2338.61 ms [2021-09-24 04:05:17 main:581] : INFO : Epoch 2022 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2181.25 ms [2021-09-24 04:05:19 main:581] : INFO : Epoch 2023 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2204.28 ms [2021-09-24 04:05:22 main:581] : INFO : Epoch 2024 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 2130.6 ms [2021-09-24 04:05:24 main:581] : INFO : Epoch 2025 | loss: 0.0312486 | val_loss: 0.031249 | Time: 2186.6 ms [2021-09-24 04:05:26 main:581] : INFO : Epoch 2026 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 2277.01 ms [2021-09-24 04:05:28 main:581] : INFO : Epoch 2027 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2127.24 ms [2021-09-24 04:05:30 main:581] : INFO : Epoch 2028 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 2028.21 ms [2021-09-24 04:05:32 main:581] : INFO : Epoch 2029 | loss: 0.0312501 | val_loss: 0.0312485 | Time: 2109.61 ms [2021-09-24 04:05:35 main:581] : INFO : Epoch 2030 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 2326.65 ms [2021-09-24 04:05:36 main:581] : INFO : Epoch 2031 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1902.87 ms [2021-09-24 04:05:38 main:581] : INFO : Epoch 2032 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1828.48 ms [2021-09-24 04:05:40 main:581] : INFO : Epoch 2033 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 2171.48 ms [2021-09-24 04:05:43 main:581] : INFO : Epoch 2034 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2145.04 ms [2021-09-24 04:05:45 main:581] : INFO : Epoch 2035 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2394.64 ms [2021-09-24 04:05:47 main:581] : INFO : Epoch 2036 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2052.06 ms [2021-09-24 04:05:49 main:581] : INFO : Epoch 2037 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 2387.44 ms [2021-09-24 04:05:52 main:581] : INFO : Epoch 2038 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2218.39 ms [2021-09-24 04:05:54 main:581] : INFO : Epoch 2039 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 2030.95 ms [2021-09-24 04:05:56 main:581] : INFO : Epoch 2040 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 2274.15 ms [2021-09-24 04:05:58 main:581] : INFO : Epoch 2041 | loss: 0.03125 | val_loss: 0.0312492 | Time: 2109.62 ms [2021-09-24 04:06:00 main:581] : INFO : Epoch 2042 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 2198.39 ms [2021-09-24 04:06:02 main:581] : INFO : Epoch 2043 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2063.44 ms [2021-09-24 04:06:05 main:581] : INFO : Epoch 2044 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 2271.49 ms [2021-09-24 04:06:07 main:581] : INFO : Epoch 2045 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2137.87 ms [2021-09-24 04:06:09 main:581] : INFO : Epoch 2046 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1858.56 ms [2021-09-24 04:06:11 main:581] : INFO : Epoch 2047 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2054.44 ms [2021-09-24 04:06:13 main:581] : INFO : Epoch 2048 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 2012.33 ms [2021-09-24 04:06:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312497 [2021-09-24 04:06:13 main:610] : INFO : Saving end state to config to file [2021-09-24 04:06:13 main:615] : INFO : Success, exiting.. 04:06:13 (2012025): 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)