Task 5705565
| Name | ParityMachine-1625097681-28690-1_0 |
| Workunit | 3541891 |
| Created | 7 Jul 2021, 17:02:11 UTC |
| Sent | 12 Jul 2021, 1:35:00 UTC |
| Report deadline | 19 Jul 2021, 1:35:00 UTC |
| Received | 12 Jul 2021, 5:03:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 11 min 56 sec |
| CPU time | 1 hours 10 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.69 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1808.33 ms
[2021-07-12 06:46:03 main:574] : INFO : Epoch 1543 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1833.7 ms
[2021-07-12 06:46:05 main:574] : INFO : Epoch 1544 | loss: 0.0312504 | val_loss: 0.0312492 | Time: 1800.09 ms
[2021-07-12 06:46:07 main:574] : INFO : Epoch 1545 | loss: 0.0312482 | val_loss: 0.0312504 | Time: 1784.43 ms
[2021-07-12 06:46:08 main:574] : INFO : Epoch 1546 | loss: 0.0312491 | val_loss: 0.0312479 | Time: 1819.3 ms
[2021-07-12 06:46:10 main:574] : INFO : Epoch 1547 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1888.66 ms
[2021-07-12 06:46:12 main:574] : INFO : Epoch 1548 | loss: 0.0312489 | val_loss: 0.031248 | Time: 1818.9 ms
[2021-07-12 06:46:14 main:574] : INFO : Epoch 1549 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 1801.29 ms
[2021-07-12 06:46:16 main:574] : INFO : Epoch 1550 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1842.97 ms
[2021-07-12 06:46:18 main:574] : INFO : Epoch 1551 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1824.78 ms
[2021-07-12 06:46:20 main:574] : INFO : Epoch 1552 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1846.86 ms
[2021-07-12 06:46:21 main:574] : INFO : Epoch 1553 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1799.68 ms
[2021-07-12 06:46:23 main:574] : INFO : Epoch 1554 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1805.05 ms
[2021-07-12 06:46:25 main:574] : INFO : Epoch 1555 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 1827.19 ms
[2021-07-12 06:46:27 main:574] : INFO : Epoch 1556 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1815.88 ms
[2021-07-12 06:46:29 main:574] : INFO : Epoch 1557 | loss: 0.0312492 | val_loss: 0.0312478 | Time: 1886.7 ms
[2021-07-12 06:46:31 main:574] : INFO : Epoch 1558 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 1810.04 ms
[2021-07-12 06:46:32 main:574] : INFO : Epoch 1559 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1813.08 ms
[2021-07-12 06:46:34 main:574] : INFO : Epoch 1560 | loss: 0.0312525 | val_loss: 0.0312525 | Time: 1826.13 ms
[2021-07-12 06:46:36 main:574] : INFO : Epoch 1561 | loss: 0.031251 | val_loss: 0.0312489 | Time: 1795.46 ms
[2021-07-12 06:46:38 main:574] : INFO : Epoch 1562 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1887.09 ms
[2021-07-12 06:46:40 main:574] : INFO : Epoch 1563 | loss: 0.0312483 | val_loss: 0.031247 | Time: 1867.61 ms
[2021-07-12 06:46:42 main:574] : INFO : Epoch 1564 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 1854.32 ms
[2021-07-12 06:46:43 main:574] : INFO : Epoch 1565 | loss: 0.0312507 | val_loss: 0.0312489 | Time: 1809.99 ms
[2021-07-12 06:46:45 main:574] : INFO : Epoch 1566 | loss: 0.0312491 | val_loss: 0.0312476 | Time: 1827.73 ms
[2021-07-12 06:46:47 main:574] : INFO : Epoch 1567 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1835.82 ms
[2021-07-12 06:46:49 main:574] : INFO : Epoch 1568 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1816.68 ms
[2021-07-12 06:46:51 main:574] : INFO : Epoch 1569 | loss: 0.0312502 | val_loss: 0.0312486 | Time: 1864.74 ms
[2021-07-12 06:46:53 main:574] : INFO : Epoch 1570 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 1817.44 ms
[2021-07-12 06:46:54 main:574] : INFO : Epoch 1571 | loss: 0.0312494 | val_loss: 0.0312473 | Time: 1816.26 ms
[2021-07-12 06:46:56 main:574] : INFO : Epoch 1572 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1809.18 ms
[2021-07-12 06:46:58 main:574] : INFO : Epoch 1573 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1890.51 ms
[2021-07-12 06:47:00 main:574] : INFO : Epoch 1574 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1789.32 ms
[2021-07-12 06:47:02 main:574] : INFO : Epoch 1575 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 1752.97 ms
[2021-07-12 06:47:04 main:574] : INFO : Epoch 1576 | loss: 0.0312502 | val_loss: 0.0312482 | Time: 1795.33 ms
[2021-07-12 06:47:05 main:574] : INFO : Epoch 1577 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1830.63 ms
[2021-07-12 06:47:07 main:574] : INFO : Epoch 1578 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1803.83 ms
[2021-07-12 06:47:09 main:574] : INFO : Epoch 1579 | loss: 0.0312499 | val_loss: 0.0312481 | Time: 1794.2 ms
[2021-07-12 06:47:11 main:574] : INFO : Epoch 1580 | loss: 0.0312501 | val_loss: 0.0312484 | Time: 1850.23 ms
[2021-07-12 06:47:13 main:574] : INFO : Epoch 1581 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1794.65 ms
[2021-07-12 06:47:15 main:574] : INFO : Epoch 1582 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1890.79 ms
[2021-07-12 06:47:16 main:574] : INFO : Epoch 1583 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1831.36 ms
[2021-07-12 06:47:18 main:574] : INFO : Epoch 1584 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1850.8 ms
[2021-07-12 06:47:20 main:574] : INFO : Epoch 1585 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1816.33 ms
[2021-07-12 06:47:22 main:574] : INFO : Epoch 1586 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1823.11 ms
[2021-07-12 06:47:24 main:574] : INFO : Epoch 1587 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1892.13 ms
[2021-07-12 06:47:26 main:574] : INFO : Epoch 1588 | loss: 0.0312489 | val_loss: 0.031248 | Time: 1873.43 ms
[2021-07-12 06:47:28 main:574] : INFO : Epoch 1589 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1938.5 ms
[2021-07-12 06:47:30 main:574] : INFO : Epoch 1590 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 1980.09 ms
[2021-07-12 06:47:32 main:574] : INFO : Epoch 1591 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1884.58 ms
[2021-07-12 06:47:33 main:574] : INFO : Epoch 1592 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1800.42 ms
[2021-07-12 06:47:35 main:574] : INFO : Epoch 1593 | loss: 0.0312492 | val_loss: 0.031248 | Time: 1950.63 ms
[2021-07-12 06:47:37 main:574] : INFO : Epoch 1594 | loss: 0.0312496 | val_loss: 0.031253 | Time: 1898.89 ms
[2021-07-12 06:47:39 main:574] : INFO : Epoch 1595 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 1808.34 ms
[2021-07-12 06:47:41 main:574] : INFO : Epoch 1596 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1798.2 ms
[2021-07-12 06:47:43 main:574] : INFO : Epoch 1597 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 1804.25 ms
[2021-07-12 06:47:44 main:574] : INFO : Epoch 1598 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1813.77 ms
[2021-07-12 06:47:46 main:574] : INFO : Epoch 1599 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 1823.99 ms
[2021-07-12 06:47:48 main:574] : INFO : Epoch 1600 | loss: 0.0312493 | val_loss: 0.0312479 | Time: 1827.47 ms
[2021-07-12 06:47:50 main:574] : INFO : Epoch 1601 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1814.01 ms
[2021-07-12 06:47:52 main:574] : INFO : Epoch 1602 | loss: 0.0312493 | val_loss: 0.031248 | Time: 1890.22 ms
[2021-07-12 06:47:54 main:574] : INFO : Epoch 1603 | loss: 0.0312484 | val_loss: 0.031247 | Time: 1839.98 ms
[2021-07-12 06:47:56 main:574] : INFO : Epoch 1604 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1851.18 ms
[2021-07-12 06:47:57 main:574] : INFO : Epoch 1605 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 1846.76 ms
[2021-07-12 06:47:59 main:574] : INFO : Epoch 1606 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1809.93 ms
[2021-07-12 06:48:01 main:574] : INFO : Epoch 1607 | loss: 0.0312515 | val_loss: 0.031254 | Time: 1830.67 ms
[2021-07-12 06:48:03 main:574] : INFO : Epoch 1608 | loss: 0.0312537 | val_loss: 0.0312519 | Time: 1812.78 ms
[2021-07-12 06:48:05 main:574] : INFO : Epoch 1609 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1831.75 ms
[2021-07-12 06:48:07 main:574] : INFO : Epoch 1610 | loss: 0.031249 | val_loss: 0.0312481 | Time: 1883.04 ms
[2021-07-12 06:48:08 main:574] : INFO : Epoch 1611 | loss: 0.0312494 | val_loss: 0.031248 | Time: 1803.85 ms
[2021-07-12 06:48:10 main:574] : INFO : Epoch 1612 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1837.42 ms
[2021-07-12 06:48:12 main:574] : INFO : Epoch 1613 | loss: 0.0312501 | val_loss: 0.031249 | Time: 1799.43 ms
[2021-07-12 06:48:14 main:574] : INFO : Epoch 1614 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1865.54 ms
[2021-07-12 06:48:16 main:574] : INFO : Epoch 1615 | loss: 0.0312491 | val_loss: 0.0312476 | Time: 1892.04 ms
[2021-07-12 06:48:18 main:574] : INFO : Epoch 1616 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1831.62 ms
[2021-07-12 06:48:19 main:574] : INFO : Epoch 1617 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1795.9 ms
[2021-07-12 06:48:21 main:574] : INFO : Epoch 1618 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1840.36 ms
[2021-07-12 06:48:23 main:574] : INFO : Epoch 1619 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 1852.97 ms
[2021-07-12 06:48:25 main:574] : INFO : Epoch 1620 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 1820.28 ms
[2021-07-12 06:48:27 main:574] : INFO : Epoch 1621 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1862.44 ms
[2021-07-12 06:48:29 main:574] : INFO : Epoch 1622 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1806.59 ms
[2021-07-12 06:48:31 main:574] : INFO : Epoch 1623 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 1856.6 ms
[2021-07-12 06:48:32 main:574] : INFO : Epoch 1624 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1798.78 ms
[2021-07-12 06:48:34 main:574] : INFO : Epoch 1625 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 1845.23 ms
[2021-07-12 06:48:36 main:574] : INFO : Epoch 1626 | loss: 0.0312489 | val_loss: 0.0312473 | Time: 1843.71 ms
[2021-07-12 06:48:38 main:574] : INFO : Epoch 1627 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1798.8 ms
[2021-07-12 06:48:40 main:574] : INFO : Epoch 1628 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 1856.26 ms
[2021-07-12 06:48:42 main:574] : INFO : Epoch 1629 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 1830.01 ms
[2021-07-12 06:48:43 main:574] : INFO : Epoch 1630 | loss: 0.0312493 | val_loss: 0.031248 | Time: 1822.48 ms
[2021-07-12 06:48:45 main:574] : INFO : Epoch 1631 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1807.02 ms
[2021-07-12 06:48:47 main:574] : INFO : Epoch 1632 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 1803.18 ms
[2021-07-12 06:48:49 main:574] : INFO : Epoch 1633 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1872.94 ms
[2021-07-12 06:48:51 main:574] : INFO : Epoch 1634 | loss: 0.0312491 | val_loss: 0.0312476 | Time: 1843.76 ms
[2021-07-12 06:48:53 main:574] : INFO : Epoch 1635 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1856.14 ms
[2021-07-12 06:48:55 main:574] : INFO : Epoch 1636 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1906.35 ms
[2021-07-12 06:48:56 main:574] : INFO : Epoch 1637 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1821.28 ms
[2021-07-12 06:48:58 main:574] : INFO : Epoch 1638 | loss: 0.0312487 | val_loss: 0.031247 | Time: 1805.45 ms
[2021-07-12 06:49:00 main:574] : INFO : Epoch 1639 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1841.38 ms
[2021-07-12 06:49:02 main:574] : INFO : Epoch 1640 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1847.03 ms
[2021-07-12 06:49:04 main:574] : INFO : Epoch 1641 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1799.5 ms
[2021-07-12 06:49:06 main:574] : INFO : Epoch 1642 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 1839.71 ms
[2021-07-12 06:49:07 main:574] : INFO : Epoch 1643 | loss: 0.0312495 | val_loss: 0.031251 | Time: 1809.72 ms
[2021-07-12 06:49:09 main:574] : INFO : Epoch 1644 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1849.25 ms
[2021-07-12 06:49:11 main:574] : INFO : Epoch 1645 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1875.17 ms
[2021-07-12 06:49:13 main:574] : INFO : Epoch 1646 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1841.92 ms
[2021-07-12 06:49:15 main:574] : INFO : Epoch 1647 | loss: 0.0312486 | val_loss: 0.0312516 | Time: 1890.42 ms
[2021-07-12 06:49:17 main:574] : INFO : Epoch 1648 | loss: 0.031253 | val_loss: 0.031254 | Time: 1828.37 ms
[2021-07-12 06:49:19 main:574] : INFO : Epoch 1649 | loss: 0.0312638 | val_loss: 0.0312544 | Time: 1886.17 ms
[2021-07-12 06:49:20 main:574] : INFO : Epoch 1650 | loss: 0.0312527 | val_loss: 0.0312492 | Time: 1827.05 ms
[2021-07-12 06:49:22 main:574] : INFO : Epoch 1651 | loss: 0.0312493 | val_loss: 0.0312475 | Time: 1810.69 ms
[2021-07-12 06:49:24 main:574] : INFO : Epoch 1652 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1813.01 ms
[2021-07-12 06:49:26 main:574] : INFO : Epoch 1653 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1809.3 ms
[2021-07-12 06:49:28 main:574] : INFO : Epoch 1654 | loss: 0.0312489 | val_loss: 0.0312474 | Time: 1808.15 ms
[2021-07-12 06:49:29 main:574] : INFO : Epoch 1655 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1813.91 ms
[2021-07-12 06:49:31 main:574] : INFO : Epoch 1656 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1802.07 ms
[2021-07-12 06:49:33 main:574] : INFO : Epoch 1657 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1845.34 ms
[2021-07-12 06:49:35 main:574] : INFO : Epoch 1658 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1820.47 ms
[2021-07-12 06:49:37 main:574] : INFO : Epoch 1659 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 1853.86 ms
[2021-07-12 06:49:39 main:574] : INFO : Epoch 1660 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 1803.67 ms
[2021-07-12 06:49:40 main:574] : INFO : Epoch 1661 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1824.62 ms
[2021-07-12 06:49:42 main:574] : INFO : Epoch 1662 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1835.67 ms
[2021-07-12 06:49:44 main:574] : INFO : Epoch 1663 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1851.38 ms
[2021-07-12 06:49:46 main:574] : INFO : Epoch 1664 | loss: 0.0312494 | val_loss: 0.0312478 | Time: 1828.14 ms
[2021-07-12 06:49:48 main:574] : INFO : Epoch 1665 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1843.32 ms
[2021-07-12 06:49:50 main:574] : INFO : Epoch 1666 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 1835.02 ms
[2021-07-12 06:49:51 main:574] : INFO : Epoch 1667 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 1788.3 ms
[2021-07-12 06:49:53 main:574] : INFO : Epoch 1668 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1788.83 ms
[2021-07-12 06:49:55 main:574] : INFO : Epoch 1669 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1837.92 ms
[2021-07-12 06:49:57 main:574] : INFO : Epoch 1670 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 1935.65 ms
[2021-07-12 06:49:59 main:574] : INFO : Epoch 1671 | loss: 0.0312491 | val_loss: 0.0312473 | Time: 1956.49 ms
[2021-07-12 06:50:01 main:574] : INFO : Epoch 1672 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1937.44 ms
[2021-07-12 06:50:03 main:574] : INFO : Epoch 1673 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1826.94 ms
[2021-07-12 06:50:05 main:574] : INFO : Epoch 1674 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1812.22 ms
[2021-07-12 06:50:06 main:574] : INFO : Epoch 1675 | loss: 0.031249 | val_loss: 0.0312473 | Time: 1808.19 ms
[2021-07-12 06:50:08 main:574] : INFO : Epoch 1676 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 1811.4 ms
[2021-07-12 06:50:10 main:574] : INFO : Epoch 1677 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1789.31 ms
[2021-07-12 06:50:12 main:574] : INFO : Epoch 1678 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1880.03 ms
[2021-07-12 06:50:14 main:574] : INFO : Epoch 1679 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1800.58 ms
[2021-07-12 06:50:16 main:574] : INFO : Epoch 1680 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 1857.23 ms
[2021-07-12 06:50:17 main:574] : INFO : Epoch 1681 | loss: 0.03125 | val_loss: 0.0312483 | Time: 1810.58 ms
[2021-07-12 06:50:19 main:574] : INFO : Epoch 1682 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 1856.57 ms
[2021-07-12 06:50:21 main:574] : INFO : Epoch 1683 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1838.8 ms
[2021-07-12 06:50:23 main:574] : INFO : Epoch 1684 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1796.92 ms
[2021-07-12 06:50:25 main:574] : INFO : Epoch 1685 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1826.37 ms
[2021-07-12 06:50:27 main:574] : INFO : Epoch 1686 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 1809.89 ms
[2021-07-12 06:50:28 main:574] : INFO : Epoch 1687 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1822.85 ms
[2021-07-12 06:50:30 main:574] : INFO : Epoch 1688 | loss: 0.0312491 | val_loss: 0.0312478 | Time: 1817.59 ms
[2021-07-12 06:50:32 main:574] : INFO : Epoch 1689 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1843.07 ms
[2021-07-12 06:50:34 main:574] : INFO : Epoch 1690 | loss: 0.0312506 | val_loss: 0.0312542 | Time: 1852.67 ms
[2021-07-12 06:50:36 main:574] : INFO : Epoch 1691 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1820.72 ms
[2021-07-12 06:50:38 main:574] : INFO : Epoch 1692 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1871.48 ms
[2021-07-12 06:50:40 main:574] : INFO : Epoch 1693 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1851.2 ms
[2021-07-12 06:50:41 main:574] : INFO : Epoch 1694 | loss: 0.0312554 | val_loss: 0.0312652 | Time: 1801.23 ms
[2021-07-12 06:50:43 main:574] : INFO : Epoch 1695 | loss: 0.0312678 | val_loss: 0.0312607 | Time: 1807.5 ms
[2021-07-12 06:50:45 main:574] : INFO : Epoch 1696 | loss: 0.0312587 | val_loss: 0.0312512 | Time: 1794.47 ms
[2021-07-12 06:50:47 main:574] : INFO : Epoch 1697 | loss: 0.0312502 | val_loss: 0.0312484 | Time: 1826.59 ms
[2021-07-12 06:50:49 main:574] : INFO : Epoch 1698 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1820.3 ms
[2021-07-12 06:50:51 main:574] : INFO : Epoch 1699 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1907.89 ms
[2021-07-12 06:50:52 main:574] : INFO : Epoch 1700 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 1817.08 ms
[2021-07-12 06:50:54 main:574] : INFO : Epoch 1701 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1886.63 ms
[2021-07-12 06:50:56 main:574] : INFO : Epoch 1702 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1805.58 ms
[2021-07-12 06:50:58 main:574] : INFO : Epoch 1703 | loss: 0.0312497 | val_loss: 0.031248 | Time: 1857.02 ms
[2021-07-12 06:51:00 main:574] : INFO : Epoch 1704 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1815.75 ms
[2021-07-12 06:51:02 main:574] : INFO : Epoch 1705 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1868.75 ms
[2021-07-12 06:51:03 main:574] : INFO : Epoch 1706 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1824.77 ms
[2021-07-12 06:51:05 main:574] : INFO : Epoch 1707 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1820.59 ms
[2021-07-12 06:51:07 main:574] : INFO : Epoch 1708 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1840.51 ms
[2021-07-12 06:51:09 main:574] : INFO : Epoch 1709 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1862.91 ms
[2021-07-12 06:51:11 main:574] : INFO : Epoch 1710 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1880.14 ms
[2021-07-12 06:51:13 main:574] : INFO : Epoch 1711 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1833.84 ms
[2021-07-12 06:51:15 main:574] : INFO : Epoch 1712 | loss: 0.0312487 | val_loss: 0.031249 | Time: 1802.05 ms
[2021-07-12 06:51:16 main:574] : INFO : Epoch 1713 | loss: 0.0312494 | val_loss: 0.0312478 | Time: 1809.07 ms
[2021-07-12 06:51:18 main:574] : INFO : Epoch 1714 | loss: 0.031248 | val_loss: 0.031247 | Time: 1803.47 ms
[2021-07-12 06:51:20 main:574] : INFO : Epoch 1715 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 1923.4 ms
[2021-07-12 06:51:22 main:574] : INFO : Epoch 1716 | loss: 0.0312492 | val_loss: 0.0312482 | Time: 1864.84 ms
[2021-07-12 06:51:24 main:574] : INFO : Epoch 1717 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1832.85 ms
[2021-07-12 06:51:26 main:574] : INFO : Epoch 1718 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 1889.11 ms
[2021-07-12 06:51:28 main:574] : INFO : Epoch 1719 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1849.68 ms
[2021-07-12 06:51:29 main:574] : INFO : Epoch 1720 | loss: 0.0312514 | val_loss: 0.0312493 | Time: 1856.45 ms
[2021-07-12 06:51:31 main:574] : INFO : Epoch 1721 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 1796.61 ms
[2021-07-12 06:51:33 main:574] : INFO : Epoch 1722 | loss: 0.0312498 | val_loss: 0.0312478 | Time: 1844.23 ms
[2021-07-12 06:51:35 main:574] : INFO : Epoch 1723 | loss: 0.0312486 | val_loss: 0.031247 | Time: 1810.37 ms
[2021-07-12 06:51:37 main:574] : INFO : Epoch 1724 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1805.24 ms
[2021-07-12 06:51:39 main:574] : INFO : Epoch 1725 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 1816.04 ms
[2021-07-12 06:51:40 main:574] : INFO : Epoch 1726 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1836.98 ms
[2021-07-12 06:51:42 main:574] : INFO : Epoch 1727 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1888.04 ms
[2021-07-12 06:51:44 main:574] : INFO : Epoch 1728 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1858.55 ms
[2021-07-12 06:51:46 main:574] : INFO : Epoch 1729 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1888.38 ms
[2021-07-12 06:51:48 main:574] : INFO : Epoch 1730 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1848.33 ms
[2021-07-12 06:51:50 main:574] : INFO : Epoch 1731 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1855.82 ms
[2021-07-12 06:51:52 main:574] : INFO : Epoch 1732 | loss: 0.0312484 | val_loss: 0.0312468 | Time: 1965.14 ms
[2021-07-12 06:51:54 main:574] : INFO : Epoch 1733 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 1825.85 ms
[2021-07-12 06:51:55 main:574] : INFO : Epoch 1734 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 1825.57 ms
[2021-07-12 06:51:57 main:574] : INFO : Epoch 1735 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 1821.23 ms
[2021-07-12 06:51:59 main:574] : INFO : Epoch 1736 | loss: 0.0312493 | val_loss: 0.031248 | Time: 1952.42 ms
[2021-07-12 06:52:01 main:574] : INFO : Epoch 1737 | loss: 0.0312501 | val_loss: 0.031252 | Time: 1994.35 ms
[2021-07-12 06:52:03 main:574] : INFO : Epoch 1738 | loss: 0.0312492 | val_loss: 0.0312474 | Time: 1858.53 ms
[2021-07-12 06:52:05 main:574] : INFO : Epoch 1739 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1929.58 ms
[2021-07-12 06:52:07 main:574] : INFO : Epoch 1740 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1810.92 ms
[2021-07-12 06:52:09 main:574] : INFO : Epoch 1741 | loss: 0.0312479 | val_loss: 0.0312539 | Time: 1793.05 ms
[2021-07-12 06:52:10 main:574] : INFO : Epoch 1742 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1834.42 ms
[2021-07-12 06:52:12 main:574] : INFO : Epoch 1743 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1908.87 ms
[2021-07-12 06:52:15 main:574] : INFO : Epoch 1744 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 2166.78 ms
[2021-07-12 06:52:17 main:574] : INFO : Epoch 1745 | loss: 0.0312482 | val_loss: 0.0312522 | Time: 2165.56 ms
[2021-07-12 06:52:19 main:574] : INFO : Epoch 1746 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2222.78 ms
[2021-07-12 06:52:21 main:574] : INFO : Epoch 1747 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2181.44 ms
[2021-07-12 06:52:23 main:574] : INFO : Epoch 1748 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2189.56 ms
[2021-07-12 06:52:26 main:574] : INFO : Epoch 1749 | loss: 0.0312492 | val_loss: 0.0312475 | Time: 2226.44 ms
[2021-07-12 06:52:28 main:574] : INFO : Epoch 1750 | loss: 0.0312495 | val_loss: 0.0312484 | Time: 2252.2 ms
[2021-07-12 06:52:30 main:574] : INFO : Epoch 1751 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 2184.48 ms
[2021-07-12 06:52:32 main:574] : INFO : Epoch 1752 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 2200.98 ms
[2021-07-12 06:52:34 main:574] : INFO : Epoch 1753 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 2182.44 ms
[2021-07-12 06:52:37 main:574] : INFO : Epoch 1754 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 2210.06 ms
[2021-07-12 06:52:39 main:574] : INFO : Epoch 1755 | loss: 0.0312502 | val_loss: 0.0312481 | Time: 2207.59 ms
[2021-07-12 06:52:41 main:574] : INFO : Epoch 1756 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 2213.4 ms
[2021-07-12 06:52:43 main:574] : INFO : Epoch 1757 | loss: 0.0312499 | val_loss: 0.0312483 | Time: 2201.42 ms
[2021-07-12 06:52:46 main:574] : INFO : Epoch 1758 | loss: 0.0312486 | val_loss: 0.0312469 | Time: 2225.88 ms
[2021-07-12 06:52:48 main:574] : INFO : Epoch 1759 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 2204.5 ms
[2021-07-12 06:52:50 main:574] : INFO : Epoch 1760 | loss: 0.031248 | val_loss: 0.0312467 | Time: 2183.91 ms
[2021-07-12 06:52:52 main:574] : INFO : Epoch 1761 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2229.21 ms
[2021-07-12 06:52:54 main:574] : INFO : Epoch 1762 | loss: 0.031248 | val_loss: 0.0312476 | Time: 2195.88 ms
[2021-07-12 06:52:57 main:574] : INFO : Epoch 1763 | loss: 0.031249 | val_loss: 0.0312503 | Time: 2222.65 ms
[2021-07-12 06:52:59 main:574] : INFO : Epoch 1764 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2225.06 ms
[2021-07-12 06:53:01 main:574] : INFO : Epoch 1765 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 2207.33 ms
[2021-07-12 06:53:03 main:574] : INFO : Epoch 1766 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 2208.38 ms
[2021-07-12 06:53:05 main:574] : INFO : Epoch 1767 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2229.07 ms
[2021-07-12 06:53:08 main:574] : INFO : Epoch 1768 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 2226.36 ms
[2021-07-12 06:53:10 main:574] : INFO : Epoch 1769 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 2219.77 ms
[2021-07-12 06:53:12 main:574] : INFO : Epoch 1770 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 2210.08 ms
[2021-07-12 06:53:14 main:574] : INFO : Epoch 1771 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 2217.52 ms
[2021-07-12 06:53:17 main:574] : INFO : Epoch 1772 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2260.91 ms
[2021-07-12 06:53:19 main:574] : INFO : Epoch 1773 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 2219.24 ms
[2021-07-12 06:53:21 main:574] : INFO : Epoch 1774 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 2220.36 ms
[2021-07-12 06:53:23 main:574] : INFO : Epoch 1775 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 2228.82 ms
[2021-07-12 06:53:26 main:574] : INFO : Epoch 1776 | loss: 0.0312484 | val_loss: 0.031247 | Time: 2253.67 ms
[2021-07-12 06:53:28 main:574] : INFO : Epoch 1777 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2201.31 ms
[2021-07-12 06:53:30 main:574] : INFO : Epoch 1778 | loss: 0.0312489 | val_loss: 0.0312474 | Time: 2243.63 ms
[2021-07-12 06:53:32 main:574] : INFO : Epoch 1779 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 2244.91 ms
[2021-07-12 06:53:35 main:574] : INFO : Epoch 1780 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 2199.81 ms
[2021-07-12 06:53:37 main:574] : INFO : Epoch 1781 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 2202.95 ms
[2021-07-12 06:53:39 main:574] : INFO : Epoch 1782 | loss: 0.0312481 | val_loss: 0.031247 | Time: 2185.89 ms
[2021-07-12 06:53:41 main:574] : INFO : Epoch 1783 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 2229.8 ms
[2021-07-12 06:53:43 main:574] : INFO : Epoch 1784 | loss: 0.0312494 | val_loss: 0.0312479 | Time: 2261.71 ms
[2021-07-12 06:53:46 main:574] : INFO : Epoch 1785 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2250.96 ms
[2021-07-12 06:53:48 main:574] : INFO : Epoch 1786 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 2329.12 ms
[2021-07-12 06:53:50 main:574] : INFO : Epoch 1787 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 2231.2 ms
[2021-07-12 06:53:53 main:574] : INFO : Epoch 1788 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 2241.61 ms
[2021-07-12 06:53:55 main:574] : INFO : Epoch 1789 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 2234.3 ms
[2021-07-12 06:53:57 main:574] : INFO : Epoch 1790 | loss: 0.0312492 | val_loss: 0.031249 | Time: 2260.79 ms
[2021-07-12 06:53:59 main:574] : INFO : Epoch 1791 | loss: 0.0312493 | val_loss: 0.0312474 | Time: 2239.14 ms
[2021-07-12 06:54:02 main:574] : INFO : Epoch 1792 | loss: 0.0312481 | val_loss: 0.031249 | Time: 2230.95 ms
[2021-07-12 06:54:04 main:574] : INFO : Epoch 1793 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2232.07 ms
[2021-07-12 06:54:06 main:574] : INFO : Epoch 1794 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 2282.32 ms
[2021-07-12 06:54:08 main:574] : INFO : Epoch 1795 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 2266.14 ms
[2021-07-12 06:54:11 main:574] : INFO : Epoch 1796 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2272.92 ms
[2021-07-12 06:54:13 main:574] : INFO : Epoch 1797 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 2254.47 ms
[2021-07-12 06:54:15 main:574] : INFO : Epoch 1798 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2253.35 ms
[2021-07-12 06:54:17 main:574] : INFO : Epoch 1799 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 2246.64 ms
[2021-07-12 06:54:20 main:574] : INFO : Epoch 1800 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 2245.68 ms
[2021-07-12 06:54:22 main:574] : INFO : Epoch 1801 | loss: 0.0312487 | val_loss: 0.031252 | Time: 2225.57 ms
[2021-07-12 06:54:24 main:574] : INFO : Epoch 1802 | loss: 0.03125 | val_loss: 0.0312482 | Time: 2267.08 ms
[2021-07-12 06:54:26 main:574] : INFO : Epoch 1803 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 2269.27 ms
[2021-07-12 06:54:29 main:574] : INFO : Epoch 1804 | loss: 0.031249 | val_loss: 0.0312476 | Time: 2297.65 ms
[2021-07-12 06:54:31 main:574] : INFO : Epoch 1805 | loss: 0.031248 | val_loss: 0.0312478 | Time: 2274.45 ms
[2021-07-12 06:54:33 main:574] : INFO : Epoch 1806 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 2249.65 ms
[2021-07-12 06:54:35 main:574] : INFO : Epoch 1807 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2243.85 ms
[2021-07-12 06:54:38 main:574] : INFO : Epoch 1808 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2235.49 ms
[2021-07-12 06:54:40 main:574] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2225.18 ms
[2021-07-12 06:54:42 main:574] : INFO : Epoch 1810 | loss: 0.031251 | val_loss: 0.0312517 | Time: 2238.08 ms
[2021-07-12 06:54:44 main:574] : INFO : Epoch 1811 | loss: 0.0312558 | val_loss: 0.0312751 | Time: 2225.59 ms
[2021-07-12 06:54:47 main:574] : INFO : Epoch 1812 | loss: 0.03126 | val_loss: 0.0312524 | Time: 2232.42 ms
[2021-07-12 06:54:49 main:574] : INFO : Epoch 1813 | loss: 0.0312507 | val_loss: 0.0312482 | Time: 2256.48 ms
[2021-07-12 06:54:51 main:574] : INFO : Epoch 1814 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 2237.64 ms
[2021-07-12 06:54:53 main:574] : INFO : Epoch 1815 | loss: 0.031249 | val_loss: 0.0312515 | Time: 2288.78 ms
[2021-07-12 06:54:56 main:574] : INFO : Epoch 1816 | loss: 0.0312501 | val_loss: 0.031249 | Time: 2242.34 ms
[2021-07-12 06:54:58 main:574] : INFO : Epoch 1817 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 2268.45 ms
[2021-07-12 06:55:00 main:574] : INFO : Epoch 1818 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 2243.51 ms
[2021-07-12 06:55:03 main:574] : INFO : Epoch 1819 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 2241.08 ms
[2021-07-12 06:55:05 main:574] : INFO : Epoch 1820 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 2255.4 ms
[2021-07-12 06:55:07 main:574] : INFO : Epoch 1821 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 2319.65 ms
[2021-07-12 06:55:09 main:574] : INFO : Epoch 1822 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 2309.1 ms
[2021-07-12 06:55:12 main:574] : INFO : Epoch 1823 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2312.29 ms
[2021-07-12 06:55:14 main:574] : INFO : Epoch 1824 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 2254.54 ms
[2021-07-12 06:55:16 main:574] : INFO : Epoch 1825 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 2268.86 ms
[2021-07-12 06:55:19 main:574] : INFO : Epoch 1826 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 2256.72 ms
[2021-07-12 06:55:21 main:574] : INFO : Epoch 1827 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 2243.39 ms
[2021-07-12 06:55:23 main:574] : INFO : Epoch 1828 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 2253.09 ms
[2021-07-12 06:55:25 main:574] : INFO : Epoch 1829 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 2253.91 ms
[2021-07-12 06:55:28 main:574] : INFO : Epoch 1830 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2274.22 ms
[2021-07-12 06:55:30 main:574] : INFO : Epoch 1831 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 2306.24 ms
[2021-07-12 06:55:32 main:574] : INFO : Epoch 1832 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 2285.41 ms
[2021-07-12 06:55:35 main:574] : INFO : Epoch 1833 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 2276.64 ms
[2021-07-12 06:55:37 main:574] : INFO : Epoch 1834 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 2260.71 ms
[2021-07-12 06:55:39 main:574] : INFO : Epoch 1835 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 2250.21 ms
[2021-07-12 06:55:41 main:574] : INFO : Epoch 1836 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 2257.46 ms
[2021-07-12 06:55:44 main:574] : INFO : Epoch 1837 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2289.41 ms
[2021-07-12 06:55:46 main:574] : INFO : Epoch 1838 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 2272.16 ms
[2021-07-12 06:55:48 main:574] : INFO : Epoch 1839 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 2251.12 ms
[2021-07-12 06:55:50 main:574] : INFO : Epoch 1840 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2274.86 ms
[2021-07-12 06:55:53 main:574] : INFO : Epoch 1841 | loss: 0.0312482 | val_loss: 0.0312512 | Time: 2276.12 ms
[2021-07-12 06:55:55 main:574] : INFO : Epoch 1842 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 2261.18 ms
[2021-07-12 06:55:57 main:574] : INFO : Epoch 1843 | loss: 0.0312493 | val_loss: 0.0312521 | Time: 2283.45 ms
[2021-07-12 06:56:00 main:574] : INFO : Epoch 1844 | loss: 0.0312498 | val_loss: 0.0312482 | Time: 2248.02 ms
[2021-07-12 06:56:02 main:574] : INFO : Epoch 1845 | loss: 0.0312484 | val_loss: 0.0312468 | Time: 2202 ms
[2021-07-12 06:56:04 main:574] : INFO : Epoch 1846 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 2190.36 ms
[2021-07-12 06:56:06 main:574] : INFO : Epoch 1847 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 2166.52 ms
[2021-07-12 06:56:08 main:574] : INFO : Epoch 1848 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 2252.57 ms
[2021-07-12 06:56:11 main:574] : INFO : Epoch 1849 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 2218.72 ms
[2021-07-12 06:56:13 main:574] : INFO : Epoch 1850 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 2256.57 ms
[2021-07-12 06:56:15 main:574] : INFO : Epoch 1851 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 2227.73 ms
[2021-07-12 06:56:17 main:574] : INFO : Epoch 1852 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 2227.7 ms
[2021-07-12 06:56:20 main:574] : INFO : Epoch 1853 | loss: 0.031249 | val_loss: 0.0312492 | Time: 2277.3 ms
[2021-07-12 06:56:22 main:574] : INFO : Epoch 1854 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2263.09 ms
[2021-07-12 06:56:24 main:574] : INFO : Epoch 1855 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 2237.1 ms
[2021-07-12 06:56:26 main:574] : INFO : Epoch 1856 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 2265.74 ms
[2021-07-12 06:56:29 main:574] : INFO : Epoch 1857 | loss: 0.031248 | val_loss: 0.0312469 | Time: 2298.07 ms
[2021-07-12 06:56:31 main:574] : INFO : Epoch 1858 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 2276.72 ms
[2021-07-12 06:56:33 main:574] : INFO : Epoch 1859 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 2268.01 ms
[2021-07-12 06:56:36 main:574] : INFO : Epoch 1860 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 2252.28 ms
[2021-07-12 06:56:38 main:574] : INFO : Epoch 1861 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 2213.54 ms
[2021-07-12 06:56:40 main:574] : INFO : Epoch 1862 | loss: 0.0312505 | val_loss: 0.0312491 | Time: 2198.43 ms
[2021-07-12 06:56:42 main:574] : INFO : Epoch 1863 | loss: 0.0312498 | val_loss: 0.031248 | Time: 2241.19 ms
[2021-07-12 06:56:44 main:574] : INFO : Epoch 1864 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 2258.41 ms
[2021-07-12 06:56:47 main:574] : INFO : Epoch 1865 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 2248.75 ms
[2021-07-12 06:56:49 main:574] : INFO : Epoch 1866 | loss: 0.0312478 | val_loss: 0.031249 | Time: 2266.19 ms
[2021-07-12 06:56:51 main:574] : INFO : Epoch 1867 | loss: 0.031248 | val_loss: 0.0312473 | Time: 2256.78 ms
[2021-07-12 06:56:54 main:574] : INFO : Epoch 1868 | loss: 0.0312499 | val_loss: 0.0312485 | Time: 2243.62 ms
[2021-07-12 06:56:56 main:574] : INFO : Epoch 1869 | loss: 0.0312493 | val_loss: 0.0312469 | Time: 2254.07 ms
[2021-07-12 06:56:58 main:574] : INFO : Epoch 1870 | loss: 0.0312479 | val_loss: 0.0312506 | Time: 2275.65 ms
[2021-07-12 06:57:00 main:574] : INFO : Epoch 1871 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2275.48 ms
[2021-07-12 06:57:03 main:574] : INFO : Epoch 1872 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 2269.03 ms
[2021-07-12 06:57:05 main:574] : INFO : Epoch 1873 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 2246.59 ms
[2021-07-12 06:57:07 main:574] : INFO : Epoch 1874 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 2273.58 ms
[2021-07-12 06:57:09 main:574] : INFO : Epoch 1875 | loss: 0.0312502 | val_loss: 0.0312486 | Time: 2193.4 ms
[2021-07-12 06:57:12 main:574] : INFO : Epoch 1876 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2291.7 ms
[2021-07-12 06:57:14 main:574] : INFO : Epoch 1877 | loss: 0.0312478 | val_loss: 0.031247 | Time: 2315.4 ms
[2021-07-12 06:57:16 main:574] : INFO : Epoch 1878 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 2274.44 ms
[2021-07-12 06:57:19 main:574] : INFO : Epoch 1879 | loss: 0.031248 | val_loss: 0.0312506 | Time: 2314.01 ms
[2021-07-12 06:57:21 main:574] : INFO : Epoch 1880 | loss: 0.0312507 | val_loss: 0.0312537 | Time: 2291.79 ms
[2021-07-12 06:57:23 main:574] : INFO : Epoch 1881 | loss: 0.0312492 | val_loss: 0.031248 | Time: 2287.21 ms
[2021-07-12 06:57:25 main:574] : INFO : Epoch 1882 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 2282.15 ms
[2021-07-12 06:57:28 main:574] : INFO : Epoch 1883 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 2280.76 ms
[2021-07-12 06:57:30 main:574] : INFO : Epoch 1884 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 2279.06 ms
[2021-07-12 06:57:32 main:574] : INFO : Epoch 1885 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 2252.97 ms
[2021-07-12 06:57:35 main:574] : INFO : Epoch 1886 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2287.9 ms
[2021-07-12 06:57:37 main:574] : INFO : Epoch 1887 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 2280.43 ms
[2021-07-12 06:57:39 main:574] : INFO : Epoch 1888 | loss: 0.031248 | val_loss: 0.0312469 | Time: 2287.18 ms
[2021-07-12 06:57:41 main:574] : INFO : Epoch 1889 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 2267 ms
[2021-07-12 06:57:44 main:574] : INFO : Epoch 1890 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 2274.11 ms
[2021-07-12 06:57:46 main:574] : INFO : Epoch 1891 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2237.16 ms
[2021-07-12 06:57:48 main:574] : INFO : Epoch 1892 | loss: 0.0312481 | val_loss: 0.0312503 | Time: 2270.34 ms
[2021-07-12 06:57:51 main:574] : INFO : Epoch 1893 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 2278.59 ms
[2021-07-12 06:57:53 main:574] : INFO : Epoch 1894 | loss: 0.0312491 | val_loss: 0.03125 | Time: 2266.82 ms
[2021-07-12 06:57:55 main:574] : INFO : Epoch 1895 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 2296.67 ms
[2021-07-12 06:57:57 main:574] : INFO : Epoch 1896 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 2324.2 ms
[2021-07-12 06:58:00 main:574] : INFO : Epoch 1897 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 2202.58 ms
[2021-07-12 06:58:02 main:574] : INFO : Epoch 1898 | loss: 0.031248 | val_loss: 0.0312469 | Time: 2192.92 ms
[2021-07-12 06:58:04 main:574] : INFO : Epoch 1899 | loss: 0.0312475 | val_loss: 0.031248 | Time: 2219.17 ms
[2021-07-12 06:58:06 main:574] : INFO : Epoch 1900 | loss: 0.0312499 | val_loss: 0.0312482 | Time: 2261.06 ms
[2021-07-12 06:58:09 main:574] : INFO : Epoch 1901 | loss: 0.0312497 | val_loss: 0.0312477 | Time: 2261.49 ms
[2021-07-12 06:58:11 main:574] : INFO : Epoch 1902 | loss: 0.0312504 | val_loss: 0.0312484 | Time: 2281.66 ms
[2021-07-12 06:58:13 main:574] : INFO : Epoch 1903 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 2289.86 ms
[2021-07-12 06:58:16 main:574] : INFO : Epoch 1904 | loss: 0.0312482 | val_loss: 0.031247 | Time: 2291.73 ms
[2021-07-12 06:58:18 main:574] : INFO : Epoch 1905 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2250.24 ms
[2021-07-12 06:58:20 main:574] : INFO : Epoch 1906 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2260.9 ms
[2021-07-12 06:58:22 main:574] : INFO : Epoch 1907 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 2265.47 ms
[2021-07-12 06:58:25 main:574] : INFO : Epoch 1908 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 2286.48 ms
[2021-07-12 06:58:27 main:574] : INFO : Epoch 1909 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 2277.16 ms
[2021-07-12 06:58:29 main:574] : INFO : Epoch 1910 | loss: 0.0312486 | val_loss: 0.031247 | Time: 2206.88 ms
[2021-07-12 06:58:31 main:574] : INFO : Epoch 1911 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 2218.4 ms
[2021-07-12 06:58:34 main:574] : INFO : Epoch 1912 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2226.98 ms
[2021-07-12 06:58:36 main:574] : INFO : Epoch 1913 | loss: 0.0312493 | val_loss: 0.0312475 | Time: 2230.96 ms
[2021-07-12 06:58:38 main:574] : INFO : Epoch 1914 | loss: 0.0312484 | val_loss: 0.0312466 | Time: 2239.96 ms
[2021-07-12 06:58:40 main:574] : INFO : Epoch 1915 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 2314.8 ms
[2021-07-12 06:58:43 main:574] : INFO : Epoch 1916 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 2280.72 ms
[2021-07-12 06:58:45 main:574] : INFO : Epoch 1917 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 2262.07 ms
[2021-07-12 06:58:47 main:574] : INFO : Epoch 1918 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2280.24 ms
[2021-07-12 06:58:49 main:574] : INFO : Epoch 1919 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 2263.92 ms
[2021-07-12 06:58:52 main:574] : INFO : Epoch 1920 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 2255.1 ms
[2021-07-12 06:58:54 main:574] : INFO : Epoch 1921 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2300.21 ms
[2021-07-12 06:58:56 main:574] : INFO : Epoch 1922 | loss: 0.031248 | val_loss: 0.0312467 | Time: 2272.74 ms
[2021-07-12 06:58:59 main:574] : INFO : Epoch 1923 | loss: 0.0312483 | val_loss: 0.0312503 | Time: 2237.32 ms
[2021-07-12 06:59:01 main:574] : INFO : Epoch 1924 | loss: 0.0312497 | val_loss: 0.0312473 | Time: 2270.03 ms
[2021-07-12 06:59:03 main:574] : INFO : Epoch 1925 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 2255.29 ms
[2021-07-12 06:59:05 main:574] : INFO : Epoch 1926 | loss: 0.0312488 | val_loss: 0.0312473 | Time: 2259.49 ms
[2021-07-12 06:59:08 main:574] : INFO : Epoch 1927 | loss: 0.031248 | val_loss: 0.0312479 | Time: 2247.28 ms
[2021-07-12 06:59:10 main:574] : INFO : Epoch 1928 | loss: 0.0312502 | val_loss: 0.0312485 | Time: 2283.18 ms
[2021-07-12 06:59:12 main:574] : INFO : Epoch 1929 | loss: 0.0312541 | val_loss: 0.0312581 | Time: 2249.96 ms
[2021-07-12 06:59:14 main:574] : INFO : Epoch 1930 | loss: 0.031251 | val_loss: 0.0312487 | Time: 2241.43 ms
[2021-07-12 06:59:17 main:574] : INFO : Epoch 1931 | loss: 0.0312504 | val_loss: 0.0312478 | Time: 2292.88 ms
[2021-07-12 06:59:19 main:574] : INFO : Epoch 1932 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 2245.2 ms
[2021-07-12 06:59:21 main:574] : INFO : Epoch 1933 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 2275.52 ms
[2021-07-12 06:59:24 main:574] : INFO : Epoch 1934 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2257.84 ms
[2021-07-12 06:59:26 main:574] : INFO : Epoch 1935 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 2292.16 ms
[2021-07-12 06:59:28 main:574] : INFO : Epoch 1936 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2309.46 ms
[2021-07-12 06:59:30 main:574] : INFO : Epoch 1937 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 2293.12 ms
[2021-07-12 06:59:33 main:574] : INFO : Epoch 1938 | loss: 0.03125 | val_loss: 0.0312481 | Time: 2277.51 ms
[2021-07-12 06:59:35 main:574] : INFO : Epoch 1939 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 2274.01 ms
[2021-07-12 06:59:37 main:574] : INFO : Epoch 1940 | loss: 0.0312483 | val_loss: 0.0312502 | Time: 2294.07 ms
[2021-07-12 06:59:40 main:574] : INFO : Epoch 1941 | loss: 0.031249 | val_loss: 0.0312493 | Time: 2264.81 ms
[2021-07-12 06:59:42 main:574] : INFO : Epoch 1942 | loss: 0.0312496 | val_loss: 0.0312471 | Time: 2230.27 ms
[2021-07-12 06:59:44 main:574] : INFO : Epoch 1943 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 2272.46 ms
[2021-07-12 06:59:46 main:574] : INFO : Epoch 1944 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2283.34 ms
[2021-07-12 06:59:49 main:574] : INFO : Epoch 1945 | loss: 0.0312486 | val_loss: 0.0312519 | Time: 2298.79 ms
[2021-07-12 06:59:51 main:574] : INFO : Epoch 1946 | loss: 0.0312496 | val_loss: 0.0312478 | Time: 2255.65 ms
[2021-07-12 06:59:53 main:574] : INFO : Epoch 1947 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 2263.29 ms
[2021-07-12 06:59:55 main:574] : INFO : Epoch 1948 | loss: 0.0312489 | val_loss: 0.0312472 | Time: 2254.36 ms
[2021-07-12 06:59:58 main:574] : INFO : Epoch 1949 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 2229.83 ms
[2021-07-12 07:00:00 main:574] : INFO : Epoch 1950 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 2257.01 ms
[2021-07-12 07:00:02 main:574] : INFO : Epoch 1951 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 2221.12 ms
[2021-07-12 07:00:05 main:574] : INFO : Epoch 1952 | loss: 0.0312483 | val_loss: 0.031249 | Time: 2265.65 ms
[2021-07-12 07:00:07 main:574] : INFO : Epoch 1953 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 2268.25 ms
[2021-07-12 07:00:09 main:574] : INFO : Epoch 1954 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 2291.09 ms
[2021-07-12 07:00:11 main:574] : INFO : Epoch 1955 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 2252.2 ms
[2021-07-12 07:00:14 main:574] : INFO : Epoch 1956 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2256.99 ms
[2021-07-12 07:00:16 main:574] : INFO : Epoch 1957 | loss: 0.0312484 | val_loss: 0.031247 | Time: 2251.02 ms
[2021-07-12 07:00:18 main:574] : INFO : Epoch 1958 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 2273.3 ms
[2021-07-12 07:00:20 main:574] : INFO : Epoch 1959 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 2288.62 ms
[2021-07-12 07:00:23 main:574] : INFO : Epoch 1960 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2258.54 ms
[2021-07-12 07:00:25 main:574] : INFO : Epoch 1961 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2246.76 ms
[2021-07-12 07:00:27 main:574] : INFO : Epoch 1962 | loss: 0.0312482 | val_loss: 0.03125 | Time: 2252.47 ms
[2021-07-12 07:00:29 main:574] : INFO : Epoch 1963 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 2262.2 ms
[2021-07-12 07:00:32 main:574] : INFO : Epoch 1964 | loss: 0.0312478 | val_loss: 0.031247 | Time: 2246.83 ms
[2021-07-12 07:00:34 main:574] : INFO : Epoch 1965 | loss: 0.0312492 | val_loss: 0.031249 | Time: 2272.11 ms
[2021-07-12 07:00:36 main:574] : INFO : Epoch 1966 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 2267.18 ms
[2021-07-12 07:00:39 main:574] : INFO : Epoch 1967 | loss: 0.031249 | val_loss: 0.0312482 | Time: 2285.5 ms
[2021-07-12 07:00:41 main:574] : INFO : Epoch 1968 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 2260.54 ms
[2021-07-12 07:00:43 main:574] : INFO : Epoch 1969 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 2255.02 ms
[2021-07-12 07:00:45 main:574] : INFO : Epoch 1970 | loss: 0.0312484 | val_loss: 0.0312466 | Time: 2262.4 ms
[2021-07-12 07:00:48 main:574] : INFO : Epoch 1971 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 2228.42 ms
[2021-07-12 07:00:50 main:574] : INFO : Epoch 1972 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 2265.8 ms
[2021-07-12 07:00:52 main:574] : INFO : Epoch 1973 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 2278.22 ms
[2021-07-12 07:00:54 main:574] : INFO : Epoch 1974 | loss: 0.0312484 | val_loss: 0.0312468 | Time: 2263.74 ms
[2021-07-12 07:00:57 main:574] : INFO : Epoch 1975 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 2258.37 ms
[2021-07-12 07:00:59 main:574] : INFO : Epoch 1976 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 2281.42 ms
[2021-07-12 07:01:01 main:574] : INFO : Epoch 1977 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2259.4 ms
[2021-07-12 07:01:04 main:574] : INFO : Epoch 1978 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2269.39 ms
[2021-07-12 07:01:06 main:574] : INFO : Epoch 1979 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 2245.33 ms
[2021-07-12 07:01:08 main:574] : INFO : Epoch 1980 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 2244.57 ms
[2021-07-12 07:01:10 main:574] : INFO : Epoch 1981 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 2225.68 ms
[2021-07-12 07:01:13 main:574] : INFO : Epoch 1982 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 2296.56 ms
[2021-07-12 07:01:15 main:574] : INFO : Epoch 1983 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 2258.79 ms
[2021-07-12 07:01:17 main:574] : INFO : Epoch 1984 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 2254.96 ms
[2021-07-12 07:01:19 main:574] : INFO : Epoch 1985 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 2231.95 ms
[2021-07-12 07:01:22 main:574] : INFO : Epoch 1986 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2267.67 ms
[2021-07-12 07:01:24 main:574] : INFO : Epoch 1987 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 2251.06 ms
[2021-07-12 07:01:26 main:574] : INFO : Epoch 1988 | loss: 0.0312495 | val_loss: 0.0312481 | Time: 2292.69 ms
[2021-07-12 07:01:28 main:574] : INFO : Epoch 1989 | loss: 0.0312484 | val_loss: 0.0312499 | Time: 2294.23 ms
[2021-07-12 07:01:31 main:574] : INFO : Epoch 1990 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 2289 ms
[2021-07-12 07:01:33 main:574] : INFO : Epoch 1991 | loss: 0.0312493 | val_loss: 0.0312473 | Time: 2281.71 ms
[2021-07-12 07:01:35 main:574] : INFO : Epoch 1992 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2291.03 ms
[2021-07-12 07:01:38 main:574] : INFO : Epoch 1993 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 2266.22 ms
[2021-07-12 07:01:40 main:574] : INFO : Epoch 1994 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 2257.43 ms
[2021-07-12 07:01:42 main:574] : INFO : Epoch 1995 | loss: 0.0312497 | val_loss: 0.0312478 | Time: 2276.89 ms
[2021-07-12 07:01:44 main:574] : INFO : Epoch 1996 | loss: 0.0312486 | val_loss: 0.031248 | Time: 2240.61 ms
[2021-07-12 07:01:47 main:574] : INFO : Epoch 1997 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 2236.94 ms
[2021-07-12 07:01:49 main:574] : INFO : Epoch 1998 | loss: 0.0312477 | val_loss: 0.0312491 | Time: 2290.76 ms
[2021-07-12 07:01:51 main:574] : INFO : Epoch 1999 | loss: 0.031248 | val_loss: 0.0312468 | Time: 2279.55 ms
[2021-07-12 07:01:54 main:574] : INFO : Epoch 2000 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 2231.8 ms
[2021-07-12 07:01:56 main:574] : INFO : Epoch 2001 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 2276.92 ms
[2021-07-12 07:01:58 main:574] : INFO : Epoch 2002 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2290.13 ms
[2021-07-12 07:02:00 main:574] : INFO : Epoch 2003 | loss: 0.0312489 | val_loss: 0.0312511 | Time: 2225.9 ms
[2021-07-12 07:02:03 main:574] : INFO : Epoch 2004 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 2251.1 ms
[2021-07-12 07:02:05 main:574] : INFO : Epoch 2005 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 2257 ms
[2021-07-12 07:02:07 main:574] : INFO : Epoch 2006 | loss: 0.0312479 | val_loss: 0.0312502 | Time: 2254.87 ms
[2021-07-12 07:02:09 main:574] : INFO : Epoch 2007 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2273.06 ms
[2021-07-12 07:02:12 main:574] : INFO : Epoch 2008 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2293.97 ms
[2021-07-12 07:02:14 main:574] : INFO : Epoch 2009 | loss: 0.031249 | val_loss: 0.0312478 | Time: 2203.4 ms
[2021-07-12 07:02:16 main:574] : INFO : Epoch 2010 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 2250.4 ms
[2021-07-12 07:02:18 main:574] : INFO : Epoch 2011 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 2249.77 ms
[2021-07-12 07:02:21 main:574] : INFO : Epoch 2012 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 2262.94 ms
[2021-07-12 07:02:23 main:574] : INFO : Epoch 2013 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 2260.8 ms
[2021-07-12 07:02:25 main:574] : INFO : Epoch 2014 | loss: 0.0312477 | val_loss: 0.031253 | Time: 2268.44 ms
[2021-07-12 07:02:28 main:574] : INFO : Epoch 2015 | loss: 0.0312497 | val_loss: 0.0312475 | Time: 2261.42 ms
[2021-07-12 07:02:30 main:574] : INFO : Epoch 2016 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2269.01 ms
[2021-07-12 07:02:32 main:574] : INFO : Epoch 2017 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 2274.65 ms
[2021-07-12 07:02:34 main:574] : INFO : Epoch 2018 | loss: 0.031248 | val_loss: 0.031247 | Time: 2265.84 ms
[2021-07-12 07:02:37 main:574] : INFO : Epoch 2019 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 2260.21 ms
[2021-07-12 07:02:39 main:574] : INFO : Epoch 2020 | loss: 0.0312482 | val_loss: 0.0312503 | Time: 2229.61 ms
[2021-07-12 07:02:41 main:574] : INFO : Epoch 2021 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 2254.44 ms
[2021-07-12 07:02:43 main:574] : INFO : Epoch 2022 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 2276.74 ms
[2021-07-12 07:02:46 main:574] : INFO : Epoch 2023 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 2269 ms
[2021-07-12 07:02:48 main:574] : INFO : Epoch 2024 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 2258.28 ms
[2021-07-12 07:02:50 main:574] : INFO : Epoch 2025 | loss: 0.0312481 | val_loss: 0.031247 | Time: 2244.82 ms
[2021-07-12 07:02:52 main:574] : INFO : Epoch 2026 | loss: 0.0312478 | val_loss: 0.0312486 | Time: 2233.81 ms
[2021-07-12 07:02:55 main:574] : INFO : Epoch 2027 | loss: 0.0312482 | val_loss: 0.031247 | Time: 2270.92 ms
[2021-07-12 07:02:57 main:574] : INFO : Epoch 2028 | loss: 0.0312492 | val_loss: 0.0312589 | Time: 2296.05 ms
[2021-07-12 07:02:59 main:574] : INFO : Epoch 2029 | loss: 0.0312545 | val_loss: 0.0312609 | Time: 2289.36 ms
[2021-07-12 07:03:02 main:574] : INFO : Epoch 2030 | loss: 0.0312586 | val_loss: 0.0312659 | Time: 2273.75 ms
[2021-07-12 07:03:04 main:574] : INFO : Epoch 2031 | loss: 0.0353112 | val_loss: 0.0337276 | Time: 2264.72 ms
[2021-07-12 07:03:06 main:574] : INFO : Epoch 2032 | loss: 0.0954782 | val_loss: 0.0739495 | Time: 2249.31 ms
[2021-07-12 07:03:08 main:574] : INFO : Epoch 2033 | loss: 0.0424175 | val_loss: 0.0375837 | Time: 2262.39 ms
[2021-07-12 07:03:11 main:574] : INFO : Epoch 2034 | loss: 0.0334447 | val_loss: 0.0317196 | Time: 2240.6 ms
[2021-07-12 07:03:13 main:574] : INFO : Epoch 2035 | loss: 0.0316606 | val_loss: 0.031485 | Time: 2285.67 ms
[2021-07-12 07:03:15 main:574] : INFO : Epoch 2036 | loss: 0.0313877 | val_loss: 0.0313364 | Time: 2257.47 ms
[2021-07-12 07:03:17 main:574] : INFO : Epoch 2037 | loss: 0.0313244 | val_loss: 0.0313076 | Time: 2245.2 ms
[2021-07-12 07:03:20 main:574] : INFO : Epoch 2038 | loss: 0.0313051 | val_loss: 0.0312952 | Time: 2283.57 ms
[2021-07-12 07:03:22 main:574] : INFO : Epoch 2039 | loss: 0.0312955 | val_loss: 0.031288 | Time: 2262.22 ms
[2021-07-12 07:03:24 main:574] : INFO : Epoch 2040 | loss: 0.0312894 | val_loss: 0.031283 | Time: 2279.29 ms
[2021-07-12 07:03:27 main:574] : INFO : Epoch 2041 | loss: 0.0312848 | val_loss: 0.0312791 | Time: 2254.94 ms
[2021-07-12 07:03:29 main:574] : INFO : Epoch 2042 | loss: 0.031281 | val_loss: 0.0312759 | Time: 2283.94 ms
[2021-07-12 07:03:31 main:574] : INFO : Epoch 2043 | loss: 0.0312779 | val_loss: 0.0312732 | Time: 2278.56 ms
[2021-07-12 07:03:33 main:574] : INFO : Epoch 2044 | loss: 0.0312753 | val_loss: 0.0312708 | Time: 2296.18 ms
[2021-07-12 07:03:36 main:574] : INFO : Epoch 2045 | loss: 0.031273 | val_loss: 0.031269 | Time: 2294.95 ms
[2021-07-12 07:03:38 main:574] : INFO : Epoch 2046 | loss: 0.0312712 | val_loss: 0.0312675 | Time: 2277.5 ms
[2021-07-12 07:03:40 main:574] : INFO : Epoch 2047 | loss: 0.0312694 | val_loss: 0.0312659 | Time: 2290.45 ms
[2021-07-12 07:03:43 main:574] : INFO : Epoch 2048 | loss: 0.0312679 | val_loss: 0.0312645 | Time: 2300.88 ms
[2021-07-12 07:03:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312645
[2021-07-12 07:03:43 main:603] : INFO : Saving end state to config to file
[2021-07-12 07:03:43 main:608] : INFO : Success, exiting..
07:03:43 (6064): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)