Task 9367553
| Name | ParityModified-1636228704-5198-2-0_2 |
| Workunit | 6629681 |
| Created | 2 Dec 2021, 18:01:13 UTC |
| Sent | 2 Dec 2021, 19:47:30 UTC |
| Report deadline | 10 Dec 2021, 19:47:30 UTC |
| Received | 2 Dec 2021, 20:53:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 5 min 2 sec |
| CPU time | 1 hours 4 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312323 | val_loss: 0.0312322 | Time: 1830.44 ms
[2021-12-02 20:37:25 main:581] : INFO : Epoch 1539 | loss: 0.031232 | val_loss: 0.0312319 | Time: 1858.9 ms
[2021-12-02 20:37:27 main:581] : INFO : Epoch 1540 | loss: 0.0312335 | val_loss: 0.0312312 | Time: 1847.6 ms
[2021-12-02 20:37:29 main:581] : INFO : Epoch 1541 | loss: 0.0312329 | val_loss: 0.031232 | Time: 1845.8 ms
[2021-12-02 20:37:31 main:581] : INFO : Epoch 1542 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 1874.24 ms
[2021-12-02 20:37:32 main:581] : INFO : Epoch 1543 | loss: 0.0312345 | val_loss: 0.0312389 | Time: 1835.66 ms
[2021-12-02 20:37:34 main:581] : INFO : Epoch 1544 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 1865.95 ms
[2021-12-02 20:37:36 main:581] : INFO : Epoch 1545 | loss: 0.0312384 | val_loss: 0.0312381 | Time: 1943.22 ms
[2021-12-02 20:37:38 main:581] : INFO : Epoch 1546 | loss: 0.0312344 | val_loss: 0.0312327 | Time: 1897.82 ms
[2021-12-02 20:37:40 main:581] : INFO : Epoch 1547 | loss: 0.0312331 | val_loss: 0.0312318 | Time: 1898.24 ms
[2021-12-02 20:37:42 main:581] : INFO : Epoch 1548 | loss: 0.0312324 | val_loss: 0.0312327 | Time: 1912.12 ms
[2021-12-02 20:37:44 main:581] : INFO : Epoch 1549 | loss: 0.0312339 | val_loss: 0.0312368 | Time: 1897.14 ms
[2021-12-02 20:37:46 main:581] : INFO : Epoch 1550 | loss: 0.0312343 | val_loss: 0.031233 | Time: 1897.93 ms
[2021-12-02 20:37:48 main:581] : INFO : Epoch 1551 | loss: 0.0312323 | val_loss: 0.0312311 | Time: 1934.05 ms
[2021-12-02 20:37:50 main:581] : INFO : Epoch 1552 | loss: 0.0312337 | val_loss: 0.0312377 | Time: 1871.73 ms
[2021-12-02 20:37:51 main:581] : INFO : Epoch 1553 | loss: 0.0312347 | val_loss: 0.0312321 | Time: 1833.97 ms
[2021-12-02 20:37:53 main:581] : INFO : Epoch 1554 | loss: 0.0312347 | val_loss: 0.0312307 | Time: 1884.91 ms
[2021-12-02 20:37:55 main:581] : INFO : Epoch 1555 | loss: 0.031232 | val_loss: 0.0312336 | Time: 1881.5 ms
[2021-12-02 20:37:57 main:581] : INFO : Epoch 1556 | loss: 0.0312324 | val_loss: 0.0312318 | Time: 1834.19 ms
[2021-12-02 20:37:59 main:581] : INFO : Epoch 1557 | loss: 0.0312318 | val_loss: 0.0312308 | Time: 1842.89 ms
[2021-12-02 20:38:01 main:581] : INFO : Epoch 1558 | loss: 0.0312367 | val_loss: 0.0312324 | Time: 1876.98 ms
[2021-12-02 20:38:03 main:581] : INFO : Epoch 1559 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 1874.41 ms
[2021-12-02 20:38:04 main:581] : INFO : Epoch 1560 | loss: 0.031233 | val_loss: 0.0312324 | Time: 1883.21 ms
[2021-12-02 20:38:06 main:581] : INFO : Epoch 1561 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 1900.07 ms
[2021-12-02 20:38:08 main:581] : INFO : Epoch 1562 | loss: 0.0312325 | val_loss: 0.0312334 | Time: 1880.2 ms
[2021-12-02 20:38:10 main:581] : INFO : Epoch 1563 | loss: 0.0312337 | val_loss: 0.0312339 | Time: 1904.42 ms
[2021-12-02 20:38:12 main:581] : INFO : Epoch 1564 | loss: 0.0312323 | val_loss: 0.0312319 | Time: 1884.41 ms
[2021-12-02 20:38:14 main:581] : INFO : Epoch 1565 | loss: 0.0312319 | val_loss: 0.0312356 | Time: 1976.66 ms
[2021-12-02 20:38:16 main:581] : INFO : Epoch 1566 | loss: 0.0312326 | val_loss: 0.031233 | Time: 1912.06 ms
[2021-12-02 20:38:18 main:581] : INFO : Epoch 1567 | loss: 0.0312328 | val_loss: 0.0312322 | Time: 1897.81 ms
[2021-12-02 20:38:20 main:581] : INFO : Epoch 1568 | loss: 0.0312331 | val_loss: 0.0312319 | Time: 1924.28 ms
[2021-12-02 20:38:22 main:581] : INFO : Epoch 1569 | loss: 0.0312327 | val_loss: 0.0312317 | Time: 1847.58 ms
[2021-12-02 20:38:23 main:581] : INFO : Epoch 1570 | loss: 0.0312319 | val_loss: 0.0312357 | Time: 1847.62 ms
[2021-12-02 20:38:25 main:581] : INFO : Epoch 1571 | loss: 0.0312354 | val_loss: 0.0312316 | Time: 1840.39 ms
[2021-12-02 20:38:27 main:581] : INFO : Epoch 1572 | loss: 0.0312349 | val_loss: 0.0312332 | Time: 1837.55 ms
[2021-12-02 20:38:29 main:581] : INFO : Epoch 1573 | loss: 0.0312351 | val_loss: 0.0312344 | Time: 1882.71 ms
[2021-12-02 20:38:31 main:581] : INFO : Epoch 1574 | loss: 0.0312348 | val_loss: 0.0312343 | Time: 1875.78 ms
[2021-12-02 20:38:33 main:581] : INFO : Epoch 1575 | loss: 0.0312341 | val_loss: 0.0312334 | Time: 1868.85 ms
[2021-12-02 20:38:35 main:581] : INFO : Epoch 1576 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 1842.16 ms
[2021-12-02 20:38:36 main:581] : INFO : Epoch 1577 | loss: 0.0312338 | val_loss: 0.031232 | Time: 1852.92 ms
[2021-12-02 20:38:38 main:581] : INFO : Epoch 1578 | loss: 0.0312333 | val_loss: 0.0312435 | Time: 1856.94 ms
[2021-12-02 20:38:40 main:581] : INFO : Epoch 1579 | loss: 0.031235 | val_loss: 0.0312377 | Time: 1896.62 ms
[2021-12-02 20:38:42 main:581] : INFO : Epoch 1580 | loss: 0.031233 | val_loss: 0.031231 | Time: 1888.24 ms
[2021-12-02 20:38:44 main:581] : INFO : Epoch 1581 | loss: 0.0312315 | val_loss: 0.031233 | Time: 1930.98 ms
[2021-12-02 20:38:46 main:581] : INFO : Epoch 1582 | loss: 0.031233 | val_loss: 0.031231 | Time: 1890.71 ms
[2021-12-02 20:38:48 main:581] : INFO : Epoch 1583 | loss: 0.0312339 | val_loss: 0.0312309 | Time: 1962.63 ms
[2021-12-02 20:38:50 main:581] : INFO : Epoch 1584 | loss: 0.0312367 | val_loss: 0.0312345 | Time: 1861.35 ms
[2021-12-02 20:38:52 main:581] : INFO : Epoch 1585 | loss: 0.0312321 | val_loss: 0.0312315 | Time: 1859.07 ms
[2021-12-02 20:38:53 main:581] : INFO : Epoch 1586 | loss: 0.0312321 | val_loss: 0.0312321 | Time: 1874.61 ms
[2021-12-02 20:38:55 main:581] : INFO : Epoch 1587 | loss: 0.0312347 | val_loss: 0.0312415 | Time: 1863.75 ms
[2021-12-02 20:38:57 main:581] : INFO : Epoch 1588 | loss: 0.0312352 | val_loss: 0.0312306 | Time: 1885.78 ms
[2021-12-02 20:38:59 main:581] : INFO : Epoch 1589 | loss: 0.0312319 | val_loss: 0.0312345 | Time: 1891.81 ms
[2021-12-02 20:39:01 main:581] : INFO : Epoch 1590 | loss: 0.0312349 | val_loss: 0.0312327 | Time: 1939.09 ms
[2021-12-02 20:39:03 main:581] : INFO : Epoch 1591 | loss: 0.0312319 | val_loss: 0.0312321 | Time: 1936.5 ms
[2021-12-02 20:39:05 main:581] : INFO : Epoch 1592 | loss: 0.0312315 | val_loss: 0.0312323 | Time: 1916.07 ms
[2021-12-02 20:39:07 main:581] : INFO : Epoch 1593 | loss: 0.0312361 | val_loss: 0.031239 | Time: 1995.58 ms
[2021-12-02 20:39:09 main:581] : INFO : Epoch 1594 | loss: 0.0312347 | val_loss: 0.0312363 | Time: 1933.34 ms
[2021-12-02 20:39:11 main:581] : INFO : Epoch 1595 | loss: 0.0312335 | val_loss: 0.0312353 | Time: 1984.82 ms
[2021-12-02 20:39:13 main:581] : INFO : Epoch 1596 | loss: 0.0312319 | val_loss: 0.0312314 | Time: 1999.76 ms
[2021-12-02 20:39:15 main:581] : INFO : Epoch 1597 | loss: 0.0312321 | val_loss: 0.0312315 | Time: 1861.75 ms
[2021-12-02 20:39:17 main:581] : INFO : Epoch 1598 | loss: 0.0312323 | val_loss: 0.0312353 | Time: 1912.32 ms
[2021-12-02 20:39:18 main:581] : INFO : Epoch 1599 | loss: 0.0312365 | val_loss: 0.0312341 | Time: 1851.37 ms
[2021-12-02 20:39:20 main:581] : INFO : Epoch 1600 | loss: 0.0312335 | val_loss: 0.0312341 | Time: 1966.21 ms
[2021-12-02 20:39:22 main:581] : INFO : Epoch 1601 | loss: 0.0312329 | val_loss: 0.0312307 | Time: 1912.53 ms
[2021-12-02 20:39:24 main:581] : INFO : Epoch 1602 | loss: 0.0312329 | val_loss: 0.0312339 | Time: 1905.54 ms
[2021-12-02 20:39:26 main:581] : INFO : Epoch 1603 | loss: 0.0312355 | val_loss: 0.0312379 | Time: 1853.8 ms
[2021-12-02 20:39:28 main:581] : INFO : Epoch 1604 | loss: 0.0312322 | val_loss: 0.0312324 | Time: 1816.3 ms
[2021-12-02 20:39:30 main:581] : INFO : Epoch 1605 | loss: 0.031232 | val_loss: 0.0312312 | Time: 1857.26 ms
[2021-12-02 20:39:32 main:581] : INFO : Epoch 1606 | loss: 0.0312331 | val_loss: 0.0312365 | Time: 1824.99 ms
[2021-12-02 20:39:33 main:581] : INFO : Epoch 1607 | loss: 0.0312332 | val_loss: 0.0312323 | Time: 1844.03 ms
[2021-12-02 20:39:35 main:581] : INFO : Epoch 1608 | loss: 0.0312342 | val_loss: 0.0312403 | Time: 1867.53 ms
[2021-12-02 20:39:37 main:581] : INFO : Epoch 1609 | loss: 0.0312354 | val_loss: 0.0312315 | Time: 1834.36 ms
[2021-12-02 20:39:39 main:581] : INFO : Epoch 1610 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 1831.16 ms
[2021-12-02 20:39:41 main:581] : INFO : Epoch 1611 | loss: 0.0312338 | val_loss: 0.0312342 | Time: 1840.6 ms
[2021-12-02 20:39:43 main:581] : INFO : Epoch 1612 | loss: 0.031233 | val_loss: 0.0312307 | Time: 1847.18 ms
[2021-12-02 20:39:44 main:581] : INFO : Epoch 1613 | loss: 0.0312321 | val_loss: 0.0312345 | Time: 1828.71 ms
[2021-12-02 20:39:46 main:581] : INFO : Epoch 1614 | loss: 0.0312323 | val_loss: 0.031231 | Time: 1847.04 ms
[2021-12-02 20:39:48 main:581] : INFO : Epoch 1615 | loss: 0.0312329 | val_loss: 0.0312341 | Time: 1849.99 ms
[2021-12-02 20:39:50 main:581] : INFO : Epoch 1616 | loss: 0.0312328 | val_loss: 0.0312314 | Time: 1918.78 ms
[2021-12-02 20:39:52 main:581] : INFO : Epoch 1617 | loss: 0.0312332 | val_loss: 0.031232 | Time: 1861.66 ms
[2021-12-02 20:39:54 main:581] : INFO : Epoch 1618 | loss: 0.0312314 | val_loss: 0.0312331 | Time: 1926.47 ms
[2021-12-02 20:39:56 main:581] : INFO : Epoch 1619 | loss: 0.0312345 | val_loss: 0.031235 | Time: 1891.04 ms
[2021-12-02 20:39:58 main:581] : INFO : Epoch 1620 | loss: 0.0312336 | val_loss: 0.0312451 | Time: 1845.09 ms
[2021-12-02 20:39:59 main:581] : INFO : Epoch 1621 | loss: 0.0312372 | val_loss: 0.0312339 | Time: 1850.57 ms
[2021-12-02 20:40:01 main:581] : INFO : Epoch 1622 | loss: 0.0312327 | val_loss: 0.0312314 | Time: 1862.96 ms
[2021-12-02 20:40:03 main:581] : INFO : Epoch 1623 | loss: 0.0312311 | val_loss: 0.0312333 | Time: 1946.01 ms
[2021-12-02 20:40:05 main:581] : INFO : Epoch 1624 | loss: 0.0312321 | val_loss: 0.0312314 | Time: 1839.69 ms
[2021-12-02 20:40:07 main:581] : INFO : Epoch 1625 | loss: 0.0312332 | val_loss: 0.0312348 | Time: 1876.8 ms
[2021-12-02 20:40:09 main:581] : INFO : Epoch 1626 | loss: 0.0312338 | val_loss: 0.0312341 | Time: 1879.34 ms
[2021-12-02 20:40:11 main:581] : INFO : Epoch 1627 | loss: 0.0312331 | val_loss: 0.0312324 | Time: 1865.07 ms
[2021-12-02 20:40:13 main:581] : INFO : Epoch 1628 | loss: 0.0312338 | val_loss: 0.0312335 | Time: 1900.04 ms
[2021-12-02 20:40:15 main:581] : INFO : Epoch 1629 | loss: 0.0312353 | val_loss: 0.0312374 | Time: 1889.79 ms
[2021-12-02 20:40:16 main:581] : INFO : Epoch 1630 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 1891.35 ms
[2021-12-02 20:40:18 main:581] : INFO : Epoch 1631 | loss: 0.0312341 | val_loss: 0.0312371 | Time: 1913.41 ms
[2021-12-02 20:40:20 main:581] : INFO : Epoch 1632 | loss: 0.0312338 | val_loss: 0.0312308 | Time: 1890.62 ms
[2021-12-02 20:40:22 main:581] : INFO : Epoch 1633 | loss: 0.0312314 | val_loss: 0.0312311 | Time: 1878.72 ms
[2021-12-02 20:40:24 main:581] : INFO : Epoch 1634 | loss: 0.0312352 | val_loss: 0.0312316 | Time: 1898.65 ms
[2021-12-02 20:40:26 main:581] : INFO : Epoch 1635 | loss: 0.0312349 | val_loss: 0.0312345 | Time: 1902.9 ms
[2021-12-02 20:40:28 main:581] : INFO : Epoch 1636 | loss: 0.0312343 | val_loss: 0.0312336 | Time: 1906.54 ms
[2021-12-02 20:40:30 main:581] : INFO : Epoch 1637 | loss: 0.0312335 | val_loss: 0.0312332 | Time: 1873.53 ms
[2021-12-02 20:40:32 main:581] : INFO : Epoch 1638 | loss: 0.031232 | val_loss: 0.0312345 | Time: 1859.53 ms
[2021-12-02 20:40:33 main:581] : INFO : Epoch 1639 | loss: 0.0312325 | val_loss: 0.0312336 | Time: 1879.92 ms
[2021-12-02 20:40:35 main:581] : INFO : Epoch 1640 | loss: 0.0312342 | val_loss: 0.0312308 | Time: 1871.71 ms
[2021-12-02 20:40:37 main:581] : INFO : Epoch 1641 | loss: 0.0312348 | val_loss: 0.0312324 | Time: 1873.99 ms
[2021-12-02 20:40:39 main:581] : INFO : Epoch 1642 | loss: 0.0312333 | val_loss: 0.0312314 | Time: 1886 ms
[2021-12-02 20:40:41 main:581] : INFO : Epoch 1643 | loss: 0.031233 | val_loss: 0.031232 | Time: 1890.9 ms
[2021-12-02 20:40:43 main:581] : INFO : Epoch 1644 | loss: 0.0312343 | val_loss: 0.0312314 | Time: 1879.97 ms
[2021-12-02 20:40:45 main:581] : INFO : Epoch 1645 | loss: 0.0312322 | val_loss: 0.031231 | Time: 1854.48 ms
[2021-12-02 20:40:47 main:581] : INFO : Epoch 1646 | loss: 0.0312335 | val_loss: 0.0312337 | Time: 1858.27 ms
[2021-12-02 20:40:48 main:581] : INFO : Epoch 1647 | loss: 0.0312329 | val_loss: 0.0312319 | Time: 1853.79 ms
[2021-12-02 20:40:50 main:581] : INFO : Epoch 1648 | loss: 0.0312318 | val_loss: 0.0312331 | Time: 1851.03 ms
[2021-12-02 20:40:52 main:581] : INFO : Epoch 1649 | loss: 0.0312312 | val_loss: 0.0312312 | Time: 1869.75 ms
[2021-12-02 20:40:54 main:581] : INFO : Epoch 1650 | loss: 0.0312327 | val_loss: 0.0312337 | Time: 1858.83 ms
[2021-12-02 20:40:56 main:581] : INFO : Epoch 1651 | loss: 0.0312319 | val_loss: 0.0312329 | Time: 1877.26 ms
[2021-12-02 20:40:58 main:581] : INFO : Epoch 1652 | loss: 0.0312327 | val_loss: 0.0312324 | Time: 1862.89 ms
[2021-12-02 20:41:00 main:581] : INFO : Epoch 1653 | loss: 0.0312321 | val_loss: 0.0312312 | Time: 1943.18 ms
[2021-12-02 20:41:01 main:581] : INFO : Epoch 1654 | loss: 0.031232 | val_loss: 0.0312305 | Time: 1837.7 ms
[2021-12-02 20:41:03 main:581] : INFO : Epoch 1655 | loss: 0.0312305 | val_loss: 0.0312349 | Time: 1868.85 ms
[2021-12-02 20:41:05 main:581] : INFO : Epoch 1656 | loss: 0.0312327 | val_loss: 0.0312308 | Time: 1929.59 ms
[2021-12-02 20:41:07 main:581] : INFO : Epoch 1657 | loss: 0.0312346 | val_loss: 0.0312325 | Time: 1873.63 ms
[2021-12-02 20:41:09 main:581] : INFO : Epoch 1658 | loss: 0.0312319 | val_loss: 0.0312328 | Time: 1897.53 ms
[2021-12-02 20:41:11 main:581] : INFO : Epoch 1659 | loss: 0.0312352 | val_loss: 0.0312386 | Time: 1883.75 ms
[2021-12-02 20:41:13 main:581] : INFO : Epoch 1660 | loss: 0.031234 | val_loss: 0.0312319 | Time: 1881.99 ms
[2021-12-02 20:41:15 main:581] : INFO : Epoch 1661 | loss: 0.0312319 | val_loss: 0.0312315 | Time: 1890.04 ms
[2021-12-02 20:41:17 main:581] : INFO : Epoch 1662 | loss: 0.031232 | val_loss: 0.0312327 | Time: 1853.63 ms
[2021-12-02 20:41:18 main:581] : INFO : Epoch 1663 | loss: 0.031232 | val_loss: 0.0312314 | Time: 1859.17 ms
[2021-12-02 20:41:20 main:581] : INFO : Epoch 1664 | loss: 0.0312307 | val_loss: 0.0312317 | Time: 1914.58 ms
[2021-12-02 20:41:22 main:581] : INFO : Epoch 1665 | loss: 0.0312311 | val_loss: 0.0312312 | Time: 1845.9 ms
[2021-12-02 20:41:24 main:581] : INFO : Epoch 1666 | loss: 0.0312306 | val_loss: 0.031233 | Time: 1896.74 ms
[2021-12-02 20:41:26 main:581] : INFO : Epoch 1667 | loss: 0.0312325 | val_loss: 0.0312388 | Time: 1889.42 ms
[2021-12-02 20:41:28 main:581] : INFO : Epoch 1668 | loss: 0.0312333 | val_loss: 0.0312319 | Time: 1852.98 ms
[2021-12-02 20:41:30 main:581] : INFO : Epoch 1669 | loss: 0.0312333 | val_loss: 0.0312391 | Time: 1829.01 ms
[2021-12-02 20:41:32 main:581] : INFO : Epoch 1670 | loss: 0.0312349 | val_loss: 0.0312371 | Time: 1903.91 ms
[2021-12-02 20:41:33 main:581] : INFO : Epoch 1671 | loss: 0.0312355 | val_loss: 0.0312331 | Time: 1827.98 ms
[2021-12-02 20:41:35 main:581] : INFO : Epoch 1672 | loss: 0.0312356 | val_loss: 0.0312423 | Time: 1857.53 ms
[2021-12-02 20:41:37 main:581] : INFO : Epoch 1673 | loss: 0.0312348 | val_loss: 0.0312326 | Time: 1892.24 ms
[2021-12-02 20:41:39 main:581] : INFO : Epoch 1674 | loss: 0.0312328 | val_loss: 0.0312334 | Time: 1889.79 ms
[2021-12-02 20:41:41 main:581] : INFO : Epoch 1675 | loss: 0.0312324 | val_loss: 0.0312324 | Time: 1894.03 ms
[2021-12-02 20:41:43 main:581] : INFO : Epoch 1676 | loss: 0.0312328 | val_loss: 0.031231 | Time: 1879.31 ms
[2021-12-02 20:41:45 main:581] : INFO : Epoch 1677 | loss: 0.0312321 | val_loss: 0.0312344 | Time: 1934.43 ms
[2021-12-02 20:41:47 main:581] : INFO : Epoch 1678 | loss: 0.0312318 | val_loss: 0.0312307 | Time: 1878.3 ms
[2021-12-02 20:41:49 main:581] : INFO : Epoch 1679 | loss: 0.0312315 | val_loss: 0.0312337 | Time: 1892.74 ms
[2021-12-02 20:41:50 main:581] : INFO : Epoch 1680 | loss: 0.0312334 | val_loss: 0.0312306 | Time: 1878.75 ms
[2021-12-02 20:41:52 main:581] : INFO : Epoch 1681 | loss: 0.0312329 | val_loss: 0.0312305 | Time: 1879.36 ms
[2021-12-02 20:41:54 main:581] : INFO : Epoch 1682 | loss: 0.0312315 | val_loss: 0.0312328 | Time: 1849 ms
[2021-12-02 20:41:56 main:581] : INFO : Epoch 1683 | loss: 0.0312339 | val_loss: 0.0312335 | Time: 1870.5 ms
[2021-12-02 20:41:58 main:581] : INFO : Epoch 1684 | loss: 0.0312325 | val_loss: 0.0312316 | Time: 1871.27 ms
[2021-12-02 20:42:00 main:581] : INFO : Epoch 1685 | loss: 0.0312318 | val_loss: 0.0312346 | Time: 1894.4 ms
[2021-12-02 20:42:02 main:581] : INFO : Epoch 1686 | loss: 0.0312332 | val_loss: 0.0312314 | Time: 1842.25 ms
[2021-12-02 20:42:03 main:581] : INFO : Epoch 1687 | loss: 0.0312326 | val_loss: 0.0312321 | Time: 1881.79 ms
[2021-12-02 20:42:05 main:581] : INFO : Epoch 1688 | loss: 0.031235 | val_loss: 0.0312414 | Time: 1903.15 ms
[2021-12-02 20:42:07 main:581] : INFO : Epoch 1689 | loss: 0.0312368 | val_loss: 0.0312331 | Time: 1861.11 ms
[2021-12-02 20:42:09 main:581] : INFO : Epoch 1690 | loss: 0.031233 | val_loss: 0.0312372 | Time: 1885.57 ms
[2021-12-02 20:42:11 main:581] : INFO : Epoch 1691 | loss: 0.0312342 | val_loss: 0.0312311 | Time: 1899.02 ms
[2021-12-02 20:42:13 main:581] : INFO : Epoch 1692 | loss: 0.0312318 | val_loss: 0.0312311 | Time: 1871.86 ms
[2021-12-02 20:42:15 main:581] : INFO : Epoch 1693 | loss: 0.0312347 | val_loss: 0.0312335 | Time: 1883.45 ms
[2021-12-02 20:42:17 main:581] : INFO : Epoch 1694 | loss: 0.031233 | val_loss: 0.0312441 | Time: 1885.64 ms
[2021-12-02 20:42:19 main:581] : INFO : Epoch 1695 | loss: 0.0312334 | val_loss: 0.0312321 | Time: 1928.55 ms
[2021-12-02 20:42:20 main:581] : INFO : Epoch 1696 | loss: 0.0312315 | val_loss: 0.0312312 | Time: 1895.02 ms
[2021-12-02 20:42:22 main:581] : INFO : Epoch 1697 | loss: 0.0312309 | val_loss: 0.0312305 | Time: 1868.28 ms
[2021-12-02 20:42:24 main:581] : INFO : Epoch 1698 | loss: 0.0312305 | val_loss: 0.0312308 | Time: 1873.39 ms
[2021-12-02 20:42:26 main:581] : INFO : Epoch 1699 | loss: 0.0312334 | val_loss: 0.0312321 | Time: 1872.76 ms
[2021-12-02 20:42:28 main:581] : INFO : Epoch 1700 | loss: 0.0312345 | val_loss: 0.0312315 | Time: 1851.6 ms
[2021-12-02 20:42:30 main:581] : INFO : Epoch 1701 | loss: 0.0312321 | val_loss: 0.0312307 | Time: 1904.77 ms
[2021-12-02 20:42:32 main:581] : INFO : Epoch 1702 | loss: 0.0312324 | val_loss: 0.0312315 | Time: 1873.32 ms
[2021-12-02 20:42:34 main:581] : INFO : Epoch 1703 | loss: 0.0312322 | val_loss: 0.0312332 | Time: 1891.13 ms
[2021-12-02 20:42:36 main:581] : INFO : Epoch 1704 | loss: 0.0312341 | val_loss: 0.0312354 | Time: 1869.37 ms
[2021-12-02 20:42:37 main:581] : INFO : Epoch 1705 | loss: 0.0312361 | val_loss: 0.0312399 | Time: 1895.48 ms
[2021-12-02 20:42:39 main:581] : INFO : Epoch 1706 | loss: 0.0312356 | val_loss: 0.0312359 | Time: 1912.63 ms
[2021-12-02 20:42:41 main:581] : INFO : Epoch 1707 | loss: 0.0312332 | val_loss: 0.0312359 | Time: 1881.86 ms
[2021-12-02 20:42:43 main:581] : INFO : Epoch 1708 | loss: 0.0312342 | val_loss: 0.0312344 | Time: 1898.68 ms
[2021-12-02 20:42:45 main:581] : INFO : Epoch 1709 | loss: 0.0312311 | val_loss: 0.0312332 | Time: 1868.35 ms
[2021-12-02 20:42:47 main:581] : INFO : Epoch 1710 | loss: 0.0312336 | val_loss: 0.0312328 | Time: 1899.06 ms
[2021-12-02 20:42:49 main:581] : INFO : Epoch 1711 | loss: 0.0312318 | val_loss: 0.0312305 | Time: 1907.26 ms
[2021-12-02 20:42:51 main:581] : INFO : Epoch 1712 | loss: 0.0312319 | val_loss: 0.0312382 | Time: 1866.59 ms
[2021-12-02 20:42:53 main:581] : INFO : Epoch 1713 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 1884.77 ms
[2021-12-02 20:42:54 main:581] : INFO : Epoch 1714 | loss: 0.0312334 | val_loss: 0.0312315 | Time: 1962.59 ms
[2021-12-02 20:42:56 main:581] : INFO : Epoch 1715 | loss: 0.031235 | val_loss: 0.0312309 | Time: 1991.31 ms
[2021-12-02 20:42:58 main:581] : INFO : Epoch 1716 | loss: 0.0312368 | val_loss: 0.0312328 | Time: 1972.14 ms
[2021-12-02 20:43:00 main:581] : INFO : Epoch 1717 | loss: 0.0312331 | val_loss: 0.0312332 | Time: 1959.18 ms
[2021-12-02 20:43:02 main:581] : INFO : Epoch 1718 | loss: 0.0312314 | val_loss: 0.0312309 | Time: 1950.55 ms
[2021-12-02 20:43:04 main:581] : INFO : Epoch 1719 | loss: 0.0312318 | val_loss: 0.0312303 | Time: 1928.37 ms
[2021-12-02 20:43:06 main:581] : INFO : Epoch 1720 | loss: 0.0312318 | val_loss: 0.0312334 | Time: 1928.64 ms
[2021-12-02 20:43:08 main:581] : INFO : Epoch 1721 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 1958.71 ms
[2021-12-02 20:43:10 main:581] : INFO : Epoch 1722 | loss: 0.0312329 | val_loss: 0.0312309 | Time: 2016.96 ms
[2021-12-02 20:43:12 main:581] : INFO : Epoch 1723 | loss: 0.031231 | val_loss: 0.0312356 | Time: 1937.42 ms
[2021-12-02 20:43:14 main:581] : INFO : Epoch 1724 | loss: 0.0312334 | val_loss: 0.0312306 | Time: 1983.83 ms
[2021-12-02 20:43:16 main:581] : INFO : Epoch 1725 | loss: 0.0312301 | val_loss: 0.0312315 | Time: 1887.59 ms
[2021-12-02 20:43:18 main:581] : INFO : Epoch 1726 | loss: 0.0312336 | val_loss: 0.0312371 | Time: 1911.8 ms
[2021-12-02 20:43:20 main:581] : INFO : Epoch 1727 | loss: 0.0312328 | val_loss: 0.0312306 | Time: 1975.11 ms
[2021-12-02 20:43:22 main:581] : INFO : Epoch 1728 | loss: 0.031231 | val_loss: 0.0312306 | Time: 1882.3 ms
[2021-12-02 20:43:24 main:581] : INFO : Epoch 1729 | loss: 0.0312328 | val_loss: 0.0312385 | Time: 1980.98 ms
[2021-12-02 20:43:26 main:581] : INFO : Epoch 1730 | loss: 0.0312324 | val_loss: 0.03123 | Time: 1939.64 ms
[2021-12-02 20:43:28 main:581] : INFO : Epoch 1731 | loss: 0.0312338 | val_loss: 0.0312361 | Time: 1868.4 ms
[2021-12-02 20:43:29 main:581] : INFO : Epoch 1732 | loss: 0.031236 | val_loss: 0.0312315 | Time: 1889.01 ms
[2021-12-02 20:43:31 main:581] : INFO : Epoch 1733 | loss: 0.031232 | val_loss: 0.031231 | Time: 1900.98 ms
[2021-12-02 20:43:33 main:581] : INFO : Epoch 1734 | loss: 0.0312312 | val_loss: 0.0312337 | Time: 1845.8 ms
[2021-12-02 20:43:35 main:581] : INFO : Epoch 1735 | loss: 0.0312336 | val_loss: 0.0312314 | Time: 1853.84 ms
[2021-12-02 20:43:37 main:581] : INFO : Epoch 1736 | loss: 0.031232 | val_loss: 0.0312313 | Time: 1829.18 ms
[2021-12-02 20:43:39 main:581] : INFO : Epoch 1737 | loss: 0.0312307 | val_loss: 0.0312305 | Time: 1832.55 ms
[2021-12-02 20:43:41 main:581] : INFO : Epoch 1738 | loss: 0.0312312 | val_loss: 0.0312365 | Time: 1854.63 ms
[2021-12-02 20:43:42 main:581] : INFO : Epoch 1739 | loss: 0.0312331 | val_loss: 0.0312314 | Time: 1826.85 ms
[2021-12-02 20:43:44 main:581] : INFO : Epoch 1740 | loss: 0.0312324 | val_loss: 0.0312333 | Time: 1931.24 ms
[2021-12-02 20:43:46 main:581] : INFO : Epoch 1741 | loss: 0.0312317 | val_loss: 0.0312338 | Time: 1849.02 ms
[2021-12-02 20:43:48 main:581] : INFO : Epoch 1742 | loss: 0.0312328 | val_loss: 0.0312307 | Time: 1896.79 ms
[2021-12-02 20:43:50 main:581] : INFO : Epoch 1743 | loss: 0.031232 | val_loss: 0.031235 | Time: 1870.27 ms
[2021-12-02 20:43:52 main:581] : INFO : Epoch 1744 | loss: 0.0312318 | val_loss: 0.0312297 | Time: 1888.83 ms
[2021-12-02 20:43:54 main:581] : INFO : Epoch 1745 | loss: 0.0312307 | val_loss: 0.0312307 | Time: 1864.76 ms
[2021-12-02 20:43:56 main:581] : INFO : Epoch 1746 | loss: 0.0312316 | val_loss: 0.0312321 | Time: 1920.31 ms
[2021-12-02 20:43:57 main:581] : INFO : Epoch 1747 | loss: 0.0312312 | val_loss: 0.0312335 | Time: 1880.99 ms
[2021-12-02 20:43:59 main:581] : INFO : Epoch 1748 | loss: 0.0312324 | val_loss: 0.0312369 | Time: 1841.07 ms
[2021-12-02 20:44:01 main:581] : INFO : Epoch 1749 | loss: 0.0312325 | val_loss: 0.0312312 | Time: 1872.69 ms
[2021-12-02 20:44:03 main:581] : INFO : Epoch 1750 | loss: 0.0312323 | val_loss: 0.0312332 | Time: 1862.75 ms
[2021-12-02 20:44:05 main:581] : INFO : Epoch 1751 | loss: 0.0312314 | val_loss: 0.0312314 | Time: 1859.08 ms
[2021-12-02 20:44:07 main:581] : INFO : Epoch 1752 | loss: 0.0312315 | val_loss: 0.031235 | Time: 1898.85 ms
[2021-12-02 20:44:09 main:581] : INFO : Epoch 1753 | loss: 0.0312328 | val_loss: 0.0312304 | Time: 1884.78 ms
[2021-12-02 20:44:11 main:581] : INFO : Epoch 1754 | loss: 0.031231 | val_loss: 0.0312312 | Time: 1894.3 ms
[2021-12-02 20:44:12 main:581] : INFO : Epoch 1755 | loss: 0.0312335 | val_loss: 0.031234 | Time: 1869.68 ms
[2021-12-02 20:44:14 main:581] : INFO : Epoch 1756 | loss: 0.0312354 | val_loss: 0.0312316 | Time: 1891.73 ms
[2021-12-02 20:44:16 main:581] : INFO : Epoch 1757 | loss: 0.031232 | val_loss: 0.0312319 | Time: 1901.5 ms
[2021-12-02 20:44:18 main:581] : INFO : Epoch 1758 | loss: 0.031235 | val_loss: 0.0312316 | Time: 1908 ms
[2021-12-02 20:44:20 main:581] : INFO : Epoch 1759 | loss: 0.0312332 | val_loss: 0.0312341 | Time: 1959.53 ms
[2021-12-02 20:44:22 main:581] : INFO : Epoch 1760 | loss: 0.0312318 | val_loss: 0.0312307 | Time: 1906.26 ms
[2021-12-02 20:44:24 main:581] : INFO : Epoch 1761 | loss: 0.0312314 | val_loss: 0.0312313 | Time: 1904.86 ms
[2021-12-02 20:44:26 main:581] : INFO : Epoch 1762 | loss: 0.031233 | val_loss: 0.0312324 | Time: 1958.25 ms
[2021-12-02 20:44:28 main:581] : INFO : Epoch 1763 | loss: 0.0312333 | val_loss: 0.0312363 | Time: 1943.44 ms
[2021-12-02 20:44:30 main:581] : INFO : Epoch 1764 | loss: 0.0312337 | val_loss: 0.0312395 | Time: 1945.19 ms
[2021-12-02 20:44:32 main:581] : INFO : Epoch 1765 | loss: 0.0312313 | val_loss: 0.0312318 | Time: 1883.69 ms
[2021-12-02 20:44:34 main:581] : INFO : Epoch 1766 | loss: 0.031232 | val_loss: 0.031234 | Time: 1901.48 ms
[2021-12-02 20:44:35 main:581] : INFO : Epoch 1767 | loss: 0.0312311 | val_loss: 0.0312331 | Time: 1865.8 ms
[2021-12-02 20:44:37 main:581] : INFO : Epoch 1768 | loss: 0.0312324 | val_loss: 0.0312332 | Time: 1894.09 ms
[2021-12-02 20:44:39 main:581] : INFO : Epoch 1769 | loss: 0.0312308 | val_loss: 0.0312337 | Time: 1894.54 ms
[2021-12-02 20:44:41 main:581] : INFO : Epoch 1770 | loss: 0.0312308 | val_loss: 0.0312296 | Time: 1877.75 ms
[2021-12-02 20:44:43 main:581] : INFO : Epoch 1771 | loss: 0.0312329 | val_loss: 0.0312323 | Time: 1880.3 ms
[2021-12-02 20:44:45 main:581] : INFO : Epoch 1772 | loss: 0.0312323 | val_loss: 0.0312338 | Time: 1863.45 ms
[2021-12-02 20:44:47 main:581] : INFO : Epoch 1773 | loss: 0.0312339 | val_loss: 0.0312312 | Time: 1872.94 ms
[2021-12-02 20:44:49 main:581] : INFO : Epoch 1774 | loss: 0.0312328 | val_loss: 0.0312308 | Time: 1886.8 ms
[2021-12-02 20:44:51 main:581] : INFO : Epoch 1775 | loss: 0.0312315 | val_loss: 0.0312335 | Time: 1908.26 ms
[2021-12-02 20:44:52 main:581] : INFO : Epoch 1776 | loss: 0.0312344 | val_loss: 0.0312317 | Time: 1860.29 ms
[2021-12-02 20:44:54 main:581] : INFO : Epoch 1777 | loss: 0.0312323 | val_loss: 0.0312303 | Time: 1907.53 ms
[2021-12-02 20:44:56 main:581] : INFO : Epoch 1778 | loss: 0.0312314 | val_loss: 0.0312307 | Time: 1876.72 ms
[2021-12-02 20:44:58 main:581] : INFO : Epoch 1779 | loss: 0.0312316 | val_loss: 0.0312312 | Time: 1873.83 ms
[2021-12-02 20:45:00 main:581] : INFO : Epoch 1780 | loss: 0.0312311 | val_loss: 0.0312302 | Time: 1935.39 ms
[2021-12-02 20:45:02 main:581] : INFO : Epoch 1781 | loss: 0.0312306 | val_loss: 0.0312313 | Time: 1860.51 ms
[2021-12-02 20:45:04 main:581] : INFO : Epoch 1782 | loss: 0.0312312 | val_loss: 0.0312309 | Time: 1871.61 ms
[2021-12-02 20:45:06 main:581] : INFO : Epoch 1783 | loss: 0.0312305 | val_loss: 0.0312303 | Time: 1871.83 ms
[2021-12-02 20:45:07 main:581] : INFO : Epoch 1784 | loss: 0.0312317 | val_loss: 0.0312326 | Time: 1884.07 ms
[2021-12-02 20:45:09 main:581] : INFO : Epoch 1785 | loss: 0.0312315 | val_loss: 0.0312308 | Time: 1867.88 ms
[2021-12-02 20:45:11 main:581] : INFO : Epoch 1786 | loss: 0.0312318 | val_loss: 0.0312328 | Time: 1888.59 ms
[2021-12-02 20:45:13 main:581] : INFO : Epoch 1787 | loss: 0.0312314 | val_loss: 0.0312304 | Time: 1888.33 ms
[2021-12-02 20:45:15 main:581] : INFO : Epoch 1788 | loss: 0.0312305 | val_loss: 0.0312291 | Time: 1881.03 ms
[2021-12-02 20:45:17 main:581] : INFO : Epoch 1789 | loss: 0.0312309 | val_loss: 0.0312307 | Time: 1880.65 ms
[2021-12-02 20:45:19 main:581] : INFO : Epoch 1790 | loss: 0.0312325 | val_loss: 0.031241 | Time: 1939.26 ms
[2021-12-02 20:45:21 main:581] : INFO : Epoch 1791 | loss: 0.0312334 | val_loss: 0.0312305 | Time: 1925.72 ms
[2021-12-02 20:45:23 main:581] : INFO : Epoch 1792 | loss: 0.0312308 | val_loss: 0.031231 | Time: 1907.91 ms
[2021-12-02 20:45:25 main:581] : INFO : Epoch 1793 | loss: 0.0312306 | val_loss: 0.0312317 | Time: 1861.04 ms
[2021-12-02 20:45:26 main:581] : INFO : Epoch 1794 | loss: 0.0312318 | val_loss: 0.0312306 | Time: 1873.08 ms
[2021-12-02 20:45:28 main:581] : INFO : Epoch 1795 | loss: 0.0312323 | val_loss: 0.0312329 | Time: 1940.03 ms
[2021-12-02 20:45:30 main:581] : INFO : Epoch 1796 | loss: 0.0312326 | val_loss: 0.0312331 | Time: 1859.12 ms
[2021-12-02 20:45:32 main:581] : INFO : Epoch 1797 | loss: 0.031232 | val_loss: 0.0312325 | Time: 1864.06 ms
[2021-12-02 20:45:34 main:581] : INFO : Epoch 1798 | loss: 0.0312309 | val_loss: 0.0312292 | Time: 1885.96 ms
[2021-12-02 20:45:36 main:581] : INFO : Epoch 1799 | loss: 0.0312305 | val_loss: 0.0312327 | Time: 1869.66 ms
[2021-12-02 20:45:38 main:581] : INFO : Epoch 1800 | loss: 0.0312326 | val_loss: 0.031233 | Time: 1880.03 ms
[2021-12-02 20:45:40 main:581] : INFO : Epoch 1801 | loss: 0.0312307 | val_loss: 0.0312293 | Time: 1892.44 ms
[2021-12-02 20:45:41 main:581] : INFO : Epoch 1802 | loss: 0.03123 | val_loss: 0.0312312 | Time: 1835.11 ms
[2021-12-02 20:45:43 main:581] : INFO : Epoch 1803 | loss: 0.0312326 | val_loss: 0.031231 | Time: 1909.93 ms
[2021-12-02 20:45:45 main:581] : INFO : Epoch 1804 | loss: 0.0312301 | val_loss: 0.0312293 | Time: 1886.69 ms
[2021-12-02 20:45:47 main:581] : INFO : Epoch 1805 | loss: 0.0312298 | val_loss: 0.0312298 | Time: 1854.5 ms
[2021-12-02 20:45:49 main:581] : INFO : Epoch 1806 | loss: 0.0312313 | val_loss: 0.0312376 | Time: 1905.24 ms
[2021-12-02 20:45:51 main:581] : INFO : Epoch 1807 | loss: 0.031231 | val_loss: 0.0312295 | Time: 1867.26 ms
[2021-12-02 20:45:53 main:581] : INFO : Epoch 1808 | loss: 0.0312328 | val_loss: 0.0312314 | Time: 1882.85 ms
[2021-12-02 20:45:55 main:581] : INFO : Epoch 1809 | loss: 0.0312309 | val_loss: 0.0312297 | Time: 1868.67 ms
[2021-12-02 20:45:57 main:581] : INFO : Epoch 1810 | loss: 0.0312309 | val_loss: 0.0312317 | Time: 1918.11 ms
[2021-12-02 20:45:58 main:581] : INFO : Epoch 1811 | loss: 0.0312307 | val_loss: 0.0312331 | Time: 1882.97 ms
[2021-12-02 20:46:00 main:581] : INFO : Epoch 1812 | loss: 0.0312337 | val_loss: 0.0312328 | Time: 1884.93 ms
[2021-12-02 20:46:02 main:581] : INFO : Epoch 1813 | loss: 0.0312316 | val_loss: 0.0312315 | Time: 1864.4 ms
[2021-12-02 20:46:04 main:581] : INFO : Epoch 1814 | loss: 0.0312305 | val_loss: 0.0312307 | Time: 1860.53 ms
[2021-12-02 20:46:06 main:581] : INFO : Epoch 1815 | loss: 0.0312315 | val_loss: 0.0312299 | Time: 1926.89 ms
[2021-12-02 20:46:08 main:581] : INFO : Epoch 1816 | loss: 0.0312316 | val_loss: 0.0312312 | Time: 1903.56 ms
[2021-12-02 20:46:10 main:581] : INFO : Epoch 1817 | loss: 0.0312308 | val_loss: 0.0312305 | Time: 1898.48 ms
[2021-12-02 20:46:12 main:581] : INFO : Epoch 1818 | loss: 0.0312308 | val_loss: 0.0312301 | Time: 1930.66 ms
[2021-12-02 20:46:14 main:581] : INFO : Epoch 1819 | loss: 0.0312299 | val_loss: 0.0312317 | Time: 1861.3 ms
[2021-12-02 20:46:15 main:581] : INFO : Epoch 1820 | loss: 0.0312298 | val_loss: 0.031229 | Time: 1886.25 ms
[2021-12-02 20:46:17 main:581] : INFO : Epoch 1821 | loss: 0.0312296 | val_loss: 0.0312322 | Time: 1872.85 ms
[2021-12-02 20:46:19 main:581] : INFO : Epoch 1822 | loss: 0.0312303 | val_loss: 0.0312292 | Time: 1976.42 ms
[2021-12-02 20:46:21 main:581] : INFO : Epoch 1823 | loss: 0.0312291 | val_loss: 0.031229 | Time: 1892.97 ms
[2021-12-02 20:46:23 main:581] : INFO : Epoch 1824 | loss: 0.0312292 | val_loss: 0.031229 | Time: 1859.78 ms
[2021-12-02 20:46:25 main:581] : INFO : Epoch 1825 | loss: 0.0312299 | val_loss: 0.0312304 | Time: 1853.67 ms
[2021-12-02 20:46:27 main:581] : INFO : Epoch 1826 | loss: 0.0312311 | val_loss: 0.0312303 | Time: 1927.02 ms
[2021-12-02 20:46:29 main:581] : INFO : Epoch 1827 | loss: 0.0312294 | val_loss: 0.0312289 | Time: 1919.2 ms
[2021-12-02 20:46:31 main:581] : INFO : Epoch 1828 | loss: 0.0312303 | val_loss: 0.0312318 | Time: 1847.24 ms
[2021-12-02 20:46:32 main:581] : INFO : Epoch 1829 | loss: 0.0312317 | val_loss: 0.0312306 | Time: 1864.51 ms
[2021-12-02 20:46:34 main:581] : INFO : Epoch 1830 | loss: 0.0312306 | val_loss: 0.0312322 | Time: 1841.32 ms
[2021-12-02 20:46:36 main:581] : INFO : Epoch 1831 | loss: 0.0312306 | val_loss: 0.0312291 | Time: 1847.49 ms
[2021-12-02 20:46:38 main:581] : INFO : Epoch 1832 | loss: 0.0312297 | val_loss: 0.0312304 | Time: 1858.93 ms
[2021-12-02 20:46:40 main:581] : INFO : Epoch 1833 | loss: 0.0312293 | val_loss: 0.0312289 | Time: 1925.25 ms
[2021-12-02 20:46:42 main:581] : INFO : Epoch 1834 | loss: 0.0312302 | val_loss: 0.0312312 | Time: 1858.57 ms
[2021-12-02 20:46:44 main:581] : INFO : Epoch 1835 | loss: 0.0312294 | val_loss: 0.0312293 | Time: 1861.96 ms
[2021-12-02 20:46:45 main:581] : INFO : Epoch 1836 | loss: 0.0312321 | val_loss: 0.0312351 | Time: 1847.33 ms
[2021-12-02 20:46:47 main:581] : INFO : Epoch 1837 | loss: 0.0312311 | val_loss: 0.0312302 | Time: 1860.49 ms
[2021-12-02 20:46:49 main:581] : INFO : Epoch 1838 | loss: 0.0312303 | val_loss: 0.03123 | Time: 1904.34 ms
[2021-12-02 20:46:51 main:581] : INFO : Epoch 1839 | loss: 0.0312316 | val_loss: 0.0312306 | Time: 1880.86 ms
[2021-12-02 20:46:53 main:581] : INFO : Epoch 1840 | loss: 0.0312308 | val_loss: 0.0312311 | Time: 1877.94 ms
[2021-12-02 20:46:55 main:581] : INFO : Epoch 1841 | loss: 0.0312301 | val_loss: 0.0312298 | Time: 1860.66 ms
[2021-12-02 20:46:57 main:581] : INFO : Epoch 1842 | loss: 0.031231 | val_loss: 0.0312359 | Time: 1852.9 ms
[2021-12-02 20:46:59 main:581] : INFO : Epoch 1843 | loss: 0.0312308 | val_loss: 0.0312299 | Time: 1876.63 ms
[2021-12-02 20:47:00 main:581] : INFO : Epoch 1844 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 1864.23 ms
[2021-12-02 20:47:02 main:581] : INFO : Epoch 1845 | loss: 0.0312295 | val_loss: 0.0312288 | Time: 1913.1 ms
[2021-12-02 20:47:04 main:581] : INFO : Epoch 1846 | loss: 0.0312299 | val_loss: 0.0312307 | Time: 1922.5 ms
[2021-12-02 20:47:06 main:581] : INFO : Epoch 1847 | loss: 0.0312295 | val_loss: 0.0312327 | Time: 1902.71 ms
[2021-12-02 20:47:08 main:581] : INFO : Epoch 1848 | loss: 0.0312296 | val_loss: 0.0312326 | Time: 1880.72 ms
[2021-12-02 20:47:10 main:581] : INFO : Epoch 1849 | loss: 0.0312316 | val_loss: 0.0312305 | Time: 1910.21 ms
[2021-12-02 20:47:12 main:581] : INFO : Epoch 1850 | loss: 0.03123 | val_loss: 0.0312304 | Time: 1906.21 ms
[2021-12-02 20:47:14 main:581] : INFO : Epoch 1851 | loss: 0.0312308 | val_loss: 0.0312292 | Time: 1896.68 ms
[2021-12-02 20:47:16 main:581] : INFO : Epoch 1852 | loss: 0.031231 | val_loss: 0.0312305 | Time: 1871.79 ms
[2021-12-02 20:47:18 main:581] : INFO : Epoch 1853 | loss: 0.0312324 | val_loss: 0.0312302 | Time: 1886.11 ms
[2021-12-02 20:47:19 main:581] : INFO : Epoch 1854 | loss: 0.0312309 | val_loss: 0.0312293 | Time: 1897.07 ms
[2021-12-02 20:47:21 main:581] : INFO : Epoch 1855 | loss: 0.0312297 | val_loss: 0.0312293 | Time: 1875.68 ms
[2021-12-02 20:47:23 main:581] : INFO : Epoch 1856 | loss: 0.0312336 | val_loss: 0.0312302 | Time: 1865.27 ms
[2021-12-02 20:47:25 main:581] : INFO : Epoch 1857 | loss: 0.0312308 | val_loss: 0.0312316 | Time: 1877.58 ms
[2021-12-02 20:47:27 main:581] : INFO : Epoch 1858 | loss: 0.0312289 | val_loss: 0.0312286 | Time: 1850.96 ms
[2021-12-02 20:47:29 main:581] : INFO : Epoch 1859 | loss: 0.0312291 | val_loss: 0.0312287 | Time: 1890.36 ms
[2021-12-02 20:47:31 main:581] : INFO : Epoch 1860 | loss: 0.031229 | val_loss: 0.0312284 | Time: 1878.5 ms
[2021-12-02 20:47:33 main:581] : INFO : Epoch 1861 | loss: 0.0312311 | val_loss: 0.0312365 | Time: 1874.48 ms
[2021-12-02 20:47:34 main:581] : INFO : Epoch 1862 | loss: 0.0312311 | val_loss: 0.0312344 | Time: 1889.45 ms
[2021-12-02 20:47:36 main:581] : INFO : Epoch 1863 | loss: 0.0312318 | val_loss: 0.031233 | Time: 1894.76 ms
[2021-12-02 20:47:38 main:581] : INFO : Epoch 1864 | loss: 0.0312311 | val_loss: 0.0312296 | Time: 1868.63 ms
[2021-12-02 20:47:40 main:581] : INFO : Epoch 1865 | loss: 0.0312295 | val_loss: 0.0312298 | Time: 1878.42 ms
[2021-12-02 20:47:42 main:581] : INFO : Epoch 1866 | loss: 0.0312293 | val_loss: 0.0312285 | Time: 1861.73 ms
[2021-12-02 20:47:44 main:581] : INFO : Epoch 1867 | loss: 0.03123 | val_loss: 0.0312288 | Time: 1872.28 ms
[2021-12-02 20:47:46 main:581] : INFO : Epoch 1868 | loss: 0.0312353 | val_loss: 0.031236 | Time: 1860.28 ms
[2021-12-02 20:47:48 main:581] : INFO : Epoch 1869 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 1870.09 ms
[2021-12-02 20:47:49 main:581] : INFO : Epoch 1870 | loss: 0.0312288 | val_loss: 0.0312298 | Time: 1900.44 ms
[2021-12-02 20:47:51 main:581] : INFO : Epoch 1871 | loss: 0.0312284 | val_loss: 0.0312289 | Time: 1911.92 ms
[2021-12-02 20:47:53 main:581] : INFO : Epoch 1872 | loss: 0.0312306 | val_loss: 0.0312376 | Time: 1889 ms
[2021-12-02 20:47:55 main:581] : INFO : Epoch 1873 | loss: 0.0312327 | val_loss: 0.0312297 | Time: 1856.93 ms
[2021-12-02 20:47:57 main:581] : INFO : Epoch 1874 | loss: 0.0312309 | val_loss: 0.0312306 | Time: 1859.73 ms
[2021-12-02 20:47:59 main:581] : INFO : Epoch 1875 | loss: 0.0312289 | val_loss: 0.0312288 | Time: 1882 ms
[2021-12-02 20:48:01 main:581] : INFO : Epoch 1876 | loss: 0.0312285 | val_loss: 0.0312288 | Time: 1881.62 ms
[2021-12-02 20:48:03 main:581] : INFO : Epoch 1877 | loss: 0.0312289 | val_loss: 0.0312289 | Time: 1854.37 ms
[2021-12-02 20:48:04 main:581] : INFO : Epoch 1878 | loss: 0.0312294 | val_loss: 0.0312321 | Time: 1819.18 ms
[2021-12-02 20:48:06 main:581] : INFO : Epoch 1879 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 1849.49 ms
[2021-12-02 20:48:08 main:581] : INFO : Epoch 1880 | loss: 0.0312308 | val_loss: 0.0312341 | Time: 1869.71 ms
[2021-12-02 20:48:10 main:581] : INFO : Epoch 1881 | loss: 0.0312307 | val_loss: 0.0312322 | Time: 1854.27 ms
[2021-12-02 20:48:12 main:581] : INFO : Epoch 1882 | loss: 0.0312299 | val_loss: 0.0312296 | Time: 1871.08 ms
[2021-12-02 20:48:14 main:581] : INFO : Epoch 1883 | loss: 0.0312295 | val_loss: 0.031229 | Time: 1901.85 ms
[2021-12-02 20:48:16 main:581] : INFO : Epoch 1884 | loss: 0.0312302 | val_loss: 0.0312302 | Time: 1837.97 ms
[2021-12-02 20:48:17 main:581] : INFO : Epoch 1885 | loss: 0.0312294 | val_loss: 0.0312281 | Time: 1846.79 ms
[2021-12-02 20:48:19 main:581] : INFO : Epoch 1886 | loss: 0.0312289 | val_loss: 0.0312287 | Time: 1920.63 ms
[2021-12-02 20:48:21 main:581] : INFO : Epoch 1887 | loss: 0.0312291 | val_loss: 0.0312325 | Time: 1893.64 ms
[2021-12-02 20:48:23 main:581] : INFO : Epoch 1888 | loss: 0.0312296 | val_loss: 0.0312281 | Time: 1913.18 ms
[2021-12-02 20:48:25 main:581] : INFO : Epoch 1889 | loss: 0.0312306 | val_loss: 0.0312299 | Time: 1867.65 ms
[2021-12-02 20:48:27 main:581] : INFO : Epoch 1890 | loss: 0.0312305 | val_loss: 0.0312281 | Time: 1892.19 ms
[2021-12-02 20:48:29 main:581] : INFO : Epoch 1891 | loss: 0.0312291 | val_loss: 0.0312296 | Time: 1896.86 ms
[2021-12-02 20:48:31 main:581] : INFO : Epoch 1892 | loss: 0.0312299 | val_loss: 0.0312285 | Time: 1889.05 ms
[2021-12-02 20:48:33 main:581] : INFO : Epoch 1893 | loss: 0.0312312 | val_loss: 0.0312295 | Time: 1916.02 ms
[2021-12-02 20:48:35 main:581] : INFO : Epoch 1894 | loss: 0.0312294 | val_loss: 0.0312282 | Time: 1948.14 ms
[2021-12-02 20:48:36 main:581] : INFO : Epoch 1895 | loss: 0.0312293 | val_loss: 0.0312283 | Time: 1871.82 ms
[2021-12-02 20:48:38 main:581] : INFO : Epoch 1896 | loss: 0.0312288 | val_loss: 0.0312285 | Time: 1923.38 ms
[2021-12-02 20:48:40 main:581] : INFO : Epoch 1897 | loss: 0.0312286 | val_loss: 0.0312289 | Time: 1876.48 ms
[2021-12-02 20:48:42 main:581] : INFO : Epoch 1898 | loss: 0.0312295 | val_loss: 0.0312312 | Time: 1889.41 ms
[2021-12-02 20:48:44 main:581] : INFO : Epoch 1899 | loss: 0.0312305 | val_loss: 0.0312304 | Time: 1893.65 ms
[2021-12-02 20:48:46 main:581] : INFO : Epoch 1900 | loss: 0.03123 | val_loss: 0.0312279 | Time: 1873.26 ms
[2021-12-02 20:48:48 main:581] : INFO : Epoch 1901 | loss: 0.0312305 | val_loss: 0.0312281 | Time: 1839.62 ms
[2021-12-02 20:48:50 main:581] : INFO : Epoch 1902 | loss: 0.0312293 | val_loss: 0.031228 | Time: 1912.37 ms
[2021-12-02 20:48:52 main:581] : INFO : Epoch 1903 | loss: 0.0312289 | val_loss: 0.0312282 | Time: 1898.54 ms
[2021-12-02 20:48:53 main:581] : INFO : Epoch 1904 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 1852.19 ms
[2021-12-02 20:48:55 main:581] : INFO : Epoch 1905 | loss: 0.0312306 | val_loss: 0.0312304 | Time: 1880.48 ms
[2021-12-02 20:48:57 main:581] : INFO : Epoch 1906 | loss: 0.0312311 | val_loss: 0.0312277 | Time: 1860.76 ms
[2021-12-02 20:48:59 main:581] : INFO : Epoch 1907 | loss: 0.031229 | val_loss: 0.0312302 | Time: 1892.88 ms
[2021-12-02 20:49:01 main:581] : INFO : Epoch 1908 | loss: 0.0312282 | val_loss: 0.0312286 | Time: 1923.31 ms
[2021-12-02 20:49:03 main:581] : INFO : Epoch 1909 | loss: 0.0312285 | val_loss: 0.0312275 | Time: 1890.7 ms
[2021-12-02 20:49:05 main:581] : INFO : Epoch 1910 | loss: 0.0312282 | val_loss: 0.0312274 | Time: 1860.9 ms
[2021-12-02 20:49:07 main:581] : INFO : Epoch 1911 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 1922.15 ms
[2021-12-02 20:49:08 main:581] : INFO : Epoch 1912 | loss: 0.0312285 | val_loss: 0.0312292 | Time: 1852.32 ms
[2021-12-02 20:49:10 main:581] : INFO : Epoch 1913 | loss: 0.0312284 | val_loss: 0.0312277 | Time: 1903.87 ms
[2021-12-02 20:49:12 main:581] : INFO : Epoch 1914 | loss: 0.0312289 | val_loss: 0.031228 | Time: 1911.13 ms
[2021-12-02 20:49:14 main:581] : INFO : Epoch 1915 | loss: 0.0312298 | val_loss: 0.0312288 | Time: 1920.15 ms
[2021-12-02 20:49:16 main:581] : INFO : Epoch 1916 | loss: 0.0312293 | val_loss: 0.0312286 | Time: 1894.75 ms
[2021-12-02 20:49:18 main:581] : INFO : Epoch 1917 | loss: 0.0312301 | val_loss: 0.0312276 | Time: 1921.03 ms
[2021-12-02 20:49:20 main:581] : INFO : Epoch 1918 | loss: 0.0312289 | val_loss: 0.0312271 | Time: 1899.57 ms
[2021-12-02 20:49:22 main:581] : INFO : Epoch 1919 | loss: 0.0312287 | val_loss: 0.0312298 | Time: 1920.79 ms
[2021-12-02 20:49:24 main:581] : INFO : Epoch 1920 | loss: 0.0312308 | val_loss: 0.0312315 | Time: 1955.3 ms
[2021-12-02 20:49:26 main:581] : INFO : Epoch 1921 | loss: 0.0312309 | val_loss: 0.0312321 | Time: 1880.24 ms
[2021-12-02 20:49:28 main:581] : INFO : Epoch 1922 | loss: 0.0312294 | val_loss: 0.0312273 | Time: 1860.38 ms
[2021-12-02 20:49:29 main:581] : INFO : Epoch 1923 | loss: 0.0312281 | val_loss: 0.0312294 | Time: 1872.97 ms
[2021-12-02 20:49:31 main:581] : INFO : Epoch 1924 | loss: 0.0312294 | val_loss: 0.031227 | Time: 1902.29 ms
[2021-12-02 20:49:33 main:581] : INFO : Epoch 1925 | loss: 0.0312283 | val_loss: 0.0312315 | Time: 1872.94 ms
[2021-12-02 20:49:35 main:581] : INFO : Epoch 1926 | loss: 0.0312304 | val_loss: 0.0312282 | Time: 1872.78 ms
[2021-12-02 20:49:37 main:581] : INFO : Epoch 1927 | loss: 0.0312328 | val_loss: 0.0312272 | Time: 1866.2 ms
[2021-12-02 20:49:39 main:581] : INFO : Epoch 1928 | loss: 0.0312285 | val_loss: 0.0312271 | Time: 1897.61 ms
[2021-12-02 20:49:41 main:581] : INFO : Epoch 1929 | loss: 0.0312292 | val_loss: 0.0312275 | Time: 1905.51 ms
[2021-12-02 20:49:43 main:581] : INFO : Epoch 1930 | loss: 0.031229 | val_loss: 0.0312277 | Time: 1901.86 ms
[2021-12-02 20:49:45 main:581] : INFO : Epoch 1931 | loss: 0.031228 | val_loss: 0.0312292 | Time: 1934.44 ms
[2021-12-02 20:49:47 main:581] : INFO : Epoch 1932 | loss: 0.0312295 | val_loss: 0.0312278 | Time: 1913.24 ms
[2021-12-02 20:49:49 main:581] : INFO : Epoch 1933 | loss: 0.0312281 | val_loss: 0.0312266 | Time: 1994.95 ms
[2021-12-02 20:49:50 main:581] : INFO : Epoch 1934 | loss: 0.0312287 | val_loss: 0.0312279 | Time: 1893.49 ms
[2021-12-02 20:49:52 main:581] : INFO : Epoch 1935 | loss: 0.0312324 | val_loss: 0.0312271 | Time: 1904.12 ms
[2021-12-02 20:49:54 main:581] : INFO : Epoch 1936 | loss: 0.0312314 | val_loss: 0.0312296 | Time: 1908.32 ms
[2021-12-02 20:49:56 main:581] : INFO : Epoch 1937 | loss: 0.0312286 | val_loss: 0.0312273 | Time: 1869.81 ms
[2021-12-02 20:49:58 main:581] : INFO : Epoch 1938 | loss: 0.031228 | val_loss: 0.0312273 | Time: 1896 ms
[2021-12-02 20:50:00 main:581] : INFO : Epoch 1939 | loss: 0.0312284 | val_loss: 0.0312266 | Time: 1881.54 ms
[2021-12-02 20:50:02 main:581] : INFO : Epoch 1940 | loss: 0.0312286 | val_loss: 0.0312283 | Time: 1878.5 ms
[2021-12-02 20:50:04 main:581] : INFO : Epoch 1941 | loss: 0.0312281 | val_loss: 0.0312265 | Time: 1858.01 ms
[2021-12-02 20:50:05 main:581] : INFO : Epoch 1942 | loss: 0.0312284 | val_loss: 0.0312266 | Time: 1840.37 ms
[2021-12-02 20:50:07 main:581] : INFO : Epoch 1943 | loss: 0.0312282 | val_loss: 0.0312288 | Time: 1863.3 ms
[2021-12-02 20:50:09 main:581] : INFO : Epoch 1944 | loss: 0.0312283 | val_loss: 0.0312275 | Time: 1874.98 ms
[2021-12-02 20:50:11 main:581] : INFO : Epoch 1945 | loss: 0.0312283 | val_loss: 0.0312324 | Time: 1845.22 ms
[2021-12-02 20:50:13 main:581] : INFO : Epoch 1946 | loss: 0.0312289 | val_loss: 0.0312264 | Time: 1852.22 ms
[2021-12-02 20:50:15 main:581] : INFO : Epoch 1947 | loss: 0.0312298 | val_loss: 0.0312321 | Time: 1871.03 ms
[2021-12-02 20:50:17 main:581] : INFO : Epoch 1948 | loss: 0.0312295 | val_loss: 0.0312274 | Time: 1881.85 ms
[2021-12-02 20:50:19 main:581] : INFO : Epoch 1949 | loss: 0.0312295 | val_loss: 0.0312271 | Time: 1884.47 ms
[2021-12-02 20:50:20 main:581] : INFO : Epoch 1950 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 1952.89 ms
[2021-12-02 20:50:22 main:581] : INFO : Epoch 1951 | loss: 0.0312279 | val_loss: 0.0312271 | Time: 1897.42 ms
[2021-12-02 20:50:24 main:581] : INFO : Epoch 1952 | loss: 0.0312286 | val_loss: 0.0312291 | Time: 1875.53 ms
[2021-12-02 20:50:26 main:581] : INFO : Epoch 1953 | loss: 0.0312285 | val_loss: 0.031227 | Time: 1860.71 ms
[2021-12-02 20:50:28 main:581] : INFO : Epoch 1954 | loss: 0.0312288 | val_loss: 0.0312287 | Time: 1861.7 ms
[2021-12-02 20:50:30 main:581] : INFO : Epoch 1955 | loss: 0.0312284 | val_loss: 0.0312279 | Time: 1858.31 ms
[2021-12-02 20:50:32 main:581] : INFO : Epoch 1956 | loss: 0.0312282 | val_loss: 0.0312287 | Time: 1862.32 ms
[2021-12-02 20:50:34 main:581] : INFO : Epoch 1957 | loss: 0.0312288 | val_loss: 0.0312311 | Time: 1881.31 ms
[2021-12-02 20:50:35 main:581] : INFO : Epoch 1958 | loss: 0.0312289 | val_loss: 0.0312271 | Time: 1864.04 ms
[2021-12-02 20:50:37 main:581] : INFO : Epoch 1959 | loss: 0.03123 | val_loss: 0.0312302 | Time: 1842.18 ms
[2021-12-02 20:50:39 main:581] : INFO : Epoch 1960 | loss: 0.0312291 | val_loss: 0.0312332 | Time: 1860.3 ms
[2021-12-02 20:50:41 main:581] : INFO : Epoch 1961 | loss: 0.03123 | val_loss: 0.0312336 | Time: 1903.28 ms
[2021-12-02 20:50:43 main:581] : INFO : Epoch 1962 | loss: 0.0312308 | val_loss: 0.0312278 | Time: 1931.78 ms
[2021-12-02 20:50:45 main:581] : INFO : Epoch 1963 | loss: 0.0312284 | val_loss: 0.0312282 | Time: 1991.77 ms
[2021-12-02 20:50:47 main:581] : INFO : Epoch 1964 | loss: 0.0312286 | val_loss: 0.0312296 | Time: 1933.87 ms
[2021-12-02 20:50:49 main:581] : INFO : Epoch 1965 | loss: 0.031229 | val_loss: 0.0312274 | Time: 1900.46 ms
[2021-12-02 20:50:51 main:581] : INFO : Epoch 1966 | loss: 0.0312281 | val_loss: 0.0312268 | Time: 1881.07 ms
[2021-12-02 20:50:53 main:581] : INFO : Epoch 1967 | loss: 0.0312279 | val_loss: 0.0312314 | Time: 1920.14 ms
[2021-12-02 20:50:55 main:581] : INFO : Epoch 1968 | loss: 0.0312304 | val_loss: 0.0312277 | Time: 1961.77 ms
[2021-12-02 20:50:56 main:581] : INFO : Epoch 1969 | loss: 0.0312283 | val_loss: 0.0312272 | Time: 1862.7 ms
[2021-12-02 20:50:58 main:581] : INFO : Epoch 1970 | loss: 0.0312279 | val_loss: 0.0312279 | Time: 1854.38 ms
[2021-12-02 20:51:00 main:581] : INFO : Epoch 1971 | loss: 0.0312296 | val_loss: 0.0312329 | Time: 1963.51 ms
[2021-12-02 20:51:02 main:581] : INFO : Epoch 1972 | loss: 0.0312281 | val_loss: 0.0312281 | Time: 1889.83 ms
[2021-12-02 20:51:04 main:581] : INFO : Epoch 1973 | loss: 0.0312279 | val_loss: 0.0312277 | Time: 1934.84 ms
[2021-12-02 20:51:06 main:581] : INFO : Epoch 1974 | loss: 0.0312281 | val_loss: 0.0312269 | Time: 1907.45 ms
[2021-12-02 20:51:08 main:581] : INFO : Epoch 1975 | loss: 0.0312284 | val_loss: 0.0312293 | Time: 1896.81 ms
[2021-12-02 20:51:10 main:581] : INFO : Epoch 1976 | loss: 0.0312287 | val_loss: 0.0312329 | Time: 1909.81 ms
[2021-12-02 20:51:12 main:581] : INFO : Epoch 1977 | loss: 0.0312301 | val_loss: 0.0312269 | Time: 1914.5 ms
[2021-12-02 20:51:14 main:581] : INFO : Epoch 1978 | loss: 0.0312286 | val_loss: 0.0312267 | Time: 1904.14 ms
[2021-12-02 20:51:16 main:581] : INFO : Epoch 1979 | loss: 0.0312313 | val_loss: 0.0312294 | Time: 1900.81 ms
[2021-12-02 20:51:17 main:581] : INFO : Epoch 1980 | loss: 0.0312288 | val_loss: 0.0312295 | Time: 1895.85 ms
[2021-12-02 20:51:19 main:581] : INFO : Epoch 1981 | loss: 0.031229 | val_loss: 0.0312265 | Time: 1890.12 ms
[2021-12-02 20:51:21 main:581] : INFO : Epoch 1982 | loss: 0.031229 | val_loss: 0.0312287 | Time: 1858.45 ms
[2021-12-02 20:51:23 main:581] : INFO : Epoch 1983 | loss: 0.0312293 | val_loss: 0.031227 | Time: 1855.7 ms
[2021-12-02 20:51:25 main:581] : INFO : Epoch 1984 | loss: 0.0312291 | val_loss: 0.0312271 | Time: 1847.81 ms
[2021-12-02 20:51:27 main:581] : INFO : Epoch 1985 | loss: 0.0312292 | val_loss: 0.0312284 | Time: 1924.29 ms
[2021-12-02 20:51:29 main:581] : INFO : Epoch 1986 | loss: 0.0312286 | val_loss: 0.0312261 | Time: 1855.91 ms
[2021-12-02 20:51:30 main:581] : INFO : Epoch 1987 | loss: 0.031228 | val_loss: 0.0312289 | Time: 1857.58 ms
[2021-12-02 20:51:32 main:581] : INFO : Epoch 1988 | loss: 0.0312282 | val_loss: 0.0312266 | Time: 1848.28 ms
[2021-12-02 20:51:34 main:581] : INFO : Epoch 1989 | loss: 0.031231 | val_loss: 0.0312337 | Time: 1897.75 ms
[2021-12-02 20:51:36 main:581] : INFO : Epoch 1990 | loss: 0.0312365 | val_loss: 0.0312281 | Time: 1863.34 ms
[2021-12-02 20:51:38 main:581] : INFO : Epoch 1991 | loss: 0.0312336 | val_loss: 0.0312698 | Time: 1866.16 ms
[2021-12-02 20:51:40 main:581] : INFO : Epoch 1992 | loss: 0.0415486 | val_loss: 0.043689 | Time: 1842.95 ms
[2021-12-02 20:51:42 main:581] : INFO : Epoch 1993 | loss: 0.0342747 | val_loss: 0.0323666 | Time: 1857.66 ms
[2021-12-02 20:51:44 main:581] : INFO : Epoch 1994 | loss: 0.0317066 | val_loss: 0.0314602 | Time: 1873.3 ms
[2021-12-02 20:51:45 main:581] : INFO : Epoch 1995 | loss: 0.0313313 | val_loss: 0.031271 | Time: 1888.64 ms
[2021-12-02 20:51:47 main:581] : INFO : Epoch 1996 | loss: 0.0312643 | val_loss: 0.0312559 | Time: 1865.58 ms
[2021-12-02 20:51:49 main:581] : INFO : Epoch 1997 | loss: 0.0312496 | val_loss: 0.031247 | Time: 1868.26 ms
[2021-12-02 20:51:51 main:581] : INFO : Epoch 1998 | loss: 0.031245 | val_loss: 0.031244 | Time: 1853.04 ms
[2021-12-02 20:51:53 main:581] : INFO : Epoch 1999 | loss: 0.0312429 | val_loss: 0.0312418 | Time: 1865.54 ms
[2021-12-02 20:51:55 main:581] : INFO : Epoch 2000 | loss: 0.0312416 | val_loss: 0.0312405 | Time: 1903.76 ms
[2021-12-02 20:51:57 main:581] : INFO : Epoch 2001 | loss: 0.0312405 | val_loss: 0.0312394 | Time: 1884.51 ms
[2021-12-02 20:51:59 main:581] : INFO : Epoch 2002 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 1873.44 ms
[2021-12-02 20:52:01 main:581] : INFO : Epoch 2003 | loss: 0.0312388 | val_loss: 0.0312383 | Time: 1960.6 ms
[2021-12-02 20:52:02 main:581] : INFO : Epoch 2004 | loss: 0.0312387 | val_loss: 0.0312371 | Time: 1865.71 ms
[2021-12-02 20:52:04 main:581] : INFO : Epoch 2005 | loss: 0.0312367 | val_loss: 0.031237 | Time: 1931.97 ms
[2021-12-02 20:52:06 main:581] : INFO : Epoch 2006 | loss: 0.0312362 | val_loss: 0.031234 | Time: 2011.59 ms
[2021-12-02 20:52:08 main:581] : INFO : Epoch 2007 | loss: 0.0312345 | val_loss: 0.0312335 | Time: 1889.61 ms
[2021-12-02 20:52:10 main:581] : INFO : Epoch 2008 | loss: 0.0312342 | val_loss: 0.0312323 | Time: 1954.25 ms
[2021-12-02 20:52:12 main:581] : INFO : Epoch 2009 | loss: 0.0312329 | val_loss: 0.0312316 | Time: 1943.26 ms
[2021-12-02 20:52:14 main:581] : INFO : Epoch 2010 | loss: 0.0312331 | val_loss: 0.0312305 | Time: 2025.55 ms
[2021-12-02 20:52:16 main:581] : INFO : Epoch 2011 | loss: 0.031232 | val_loss: 0.0312304 | Time: 1854.51 ms
[2021-12-02 20:52:18 main:581] : INFO : Epoch 2012 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 1848.82 ms
[2021-12-02 20:52:20 main:581] : INFO : Epoch 2013 | loss: 0.0312337 | val_loss: 0.0312404 | Time: 1883.61 ms
[2021-12-02 20:52:22 main:581] : INFO : Epoch 2014 | loss: 0.0312328 | val_loss: 0.0312304 | Time: 1877.55 ms
[2021-12-02 20:52:24 main:581] : INFO : Epoch 2015 | loss: 0.0312303 | val_loss: 0.031229 | Time: 1925.89 ms
[2021-12-02 20:52:25 main:581] : INFO : Epoch 2016 | loss: 0.0312299 | val_loss: 0.0312294 | Time: 1925.35 ms
[2021-12-02 20:52:27 main:581] : INFO : Epoch 2017 | loss: 0.0312302 | val_loss: 0.0312316 | Time: 1926.56 ms
[2021-12-02 20:52:29 main:581] : INFO : Epoch 2018 | loss: 0.0312304 | val_loss: 0.0312296 | Time: 1929.98 ms
[2021-12-02 20:52:31 main:581] : INFO : Epoch 2019 | loss: 0.0312308 | val_loss: 0.0312282 | Time: 1888.54 ms
[2021-12-02 20:52:33 main:581] : INFO : Epoch 2020 | loss: 0.0312288 | val_loss: 0.0312288 | Time: 1961.07 ms
[2021-12-02 20:52:35 main:581] : INFO : Epoch 2021 | loss: 0.0312296 | val_loss: 0.0312289 | Time: 1937.67 ms
[2021-12-02 20:52:37 main:581] : INFO : Epoch 2022 | loss: 0.0312314 | val_loss: 0.0312292 | Time: 1894.12 ms
[2021-12-02 20:52:39 main:581] : INFO : Epoch 2023 | loss: 0.0312303 | val_loss: 0.0312348 | Time: 1911.56 ms
[2021-12-02 20:52:41 main:581] : INFO : Epoch 2024 | loss: 0.0312303 | val_loss: 0.0312271 | Time: 1930.88 ms
[2021-12-02 20:52:43 main:581] : INFO : Epoch 2025 | loss: 0.0312285 | val_loss: 0.0312266 | Time: 1865.76 ms
[2021-12-02 20:52:45 main:581] : INFO : Epoch 2026 | loss: 0.0312289 | val_loss: 0.0312268 | Time: 1847.4 ms
[2021-12-02 20:52:46 main:581] : INFO : Epoch 2027 | loss: 0.0312288 | val_loss: 0.0312269 | Time: 1909.91 ms
[2021-12-02 20:52:48 main:581] : INFO : Epoch 2028 | loss: 0.0312284 | val_loss: 0.0312264 | Time: 1881.65 ms
[2021-12-02 20:52:50 main:581] : INFO : Epoch 2029 | loss: 0.0312283 | val_loss: 0.0312266 | Time: 1881.77 ms
[2021-12-02 20:52:52 main:581] : INFO : Epoch 2030 | loss: 0.0312288 | val_loss: 0.0312268 | Time: 1913.38 ms
[2021-12-02 20:52:54 main:581] : INFO : Epoch 2031 | loss: 0.0312284 | val_loss: 0.0312297 | Time: 1934.56 ms
[2021-12-02 20:52:56 main:581] : INFO : Epoch 2032 | loss: 0.0312311 | val_loss: 0.0312263 | Time: 1893.07 ms
[2021-12-02 20:52:58 main:581] : INFO : Epoch 2033 | loss: 0.0312287 | val_loss: 0.0312268 | Time: 1896.19 ms
[2021-12-02 20:53:00 main:581] : INFO : Epoch 2034 | loss: 0.0312296 | val_loss: 0.0312277 | Time: 1910.83 ms
[2021-12-02 20:53:02 main:581] : INFO : Epoch 2035 | loss: 0.031229 | val_loss: 0.0312319 | Time: 1896.54 ms
[2021-12-02 20:53:04 main:581] : INFO : Epoch 2036 | loss: 0.0312287 | val_loss: 0.0312263 | Time: 1871.92 ms
[2021-12-02 20:53:06 main:581] : INFO : Epoch 2037 | loss: 0.0312278 | val_loss: 0.0312262 | Time: 1985.86 ms
[2021-12-02 20:53:07 main:581] : INFO : Epoch 2038 | loss: 0.0312282 | val_loss: 0.0312263 | Time: 1922.94 ms
[2021-12-02 20:53:09 main:581] : INFO : Epoch 2039 | loss: 0.0312283 | val_loss: 0.031227 | Time: 1858.82 ms
[2021-12-02 20:53:11 main:581] : INFO : Epoch 2040 | loss: 0.031228 | val_loss: 0.0312264 | Time: 1897.78 ms
[2021-12-02 20:53:13 main:581] : INFO : Epoch 2041 | loss: 0.0312295 | val_loss: 0.0312281 | Time: 1884.49 ms
[2021-12-02 20:53:15 main:581] : INFO : Epoch 2042 | loss: 0.0312306 | val_loss: 0.0312262 | Time: 1906.62 ms
[2021-12-02 20:53:17 main:581] : INFO : Epoch 2043 | loss: 0.0312282 | val_loss: 0.0312263 | Time: 1897.35 ms
[2021-12-02 20:53:19 main:581] : INFO : Epoch 2044 | loss: 0.0312288 | val_loss: 0.0312278 | Time: 1905.03 ms
[2021-12-02 20:53:21 main:581] : INFO : Epoch 2045 | loss: 0.0312301 | val_loss: 0.0312295 | Time: 1890.76 ms
[2021-12-02 20:53:23 main:581] : INFO : Epoch 2046 | loss: 0.0312301 | val_loss: 0.0312272 | Time: 1891.31 ms
[2021-12-02 20:53:24 main:581] : INFO : Epoch 2047 | loss: 0.031229 | val_loss: 0.0312271 | Time: 1888.54 ms
[2021-12-02 20:53:26 main:581] : INFO : Epoch 2048 | loss: 0.0312283 | val_loss: 0.0312264 | Time: 1863.26 ms
[2021-12-02 20:53:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312264
[2021-12-02 20:53:26 main:610] : INFO : Saving end state to config to file
[2021-12-02 20:53:26 main:615] : INFO : Success, exiting..
20:53:26 (16284): 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)