Task 14596760
| Name | ParityModified-1647048293-3656-2-0_1 |
| Workunit | 11297500 |
| Created | 11 Apr 2022, 6:37:03 UTC |
| Sent | 11 Apr 2022, 6:39:15 UTC |
| Report deadline | 19 Apr 2022, 6:39:15 UTC |
| Received | 11 Apr 2022, 22:52:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 10 sec |
| CPU time | 1 hours 6 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311327 | val_loss: 0.0311565 | Time: 1874.07 ms [2022-04-11 18:36:24 main:574] : INFO : Epoch 1543 | loss: 0.0311335 | val_loss: 0.0311556 | Time: 1880.91 ms [2022-04-11 18:36:25 main:574] : INFO : Epoch 1544 | loss: 0.0311356 | val_loss: 0.0311559 | Time: 1874.7 ms [2022-04-11 18:36:27 main:574] : INFO : Epoch 1545 | loss: 0.0311312 | val_loss: 0.0311632 | Time: 1862.49 ms [2022-04-11 18:36:29 main:574] : INFO : Epoch 1546 | loss: 0.0311323 | val_loss: 0.0311629 | Time: 1873.57 ms [2022-04-11 18:36:31 main:574] : INFO : Epoch 1547 | loss: 0.0311377 | val_loss: 0.0311583 | Time: 1871.45 ms [2022-04-11 18:36:33 main:574] : INFO : Epoch 1548 | loss: 0.0311359 | val_loss: 0.0311564 | Time: 1868.83 ms [2022-04-11 18:36:35 main:574] : INFO : Epoch 1549 | loss: 0.0311322 | val_loss: 0.0311587 | Time: 1867.52 ms [2022-04-11 18:36:37 main:574] : INFO : Epoch 1550 | loss: 0.0311279 | val_loss: 0.0311568 | Time: 1864.71 ms [2022-04-11 18:36:39 main:574] : INFO : Epoch 1551 | loss: 0.0311275 | val_loss: 0.0311577 | Time: 1865.65 ms [2022-04-11 18:36:40 main:574] : INFO : Epoch 1552 | loss: 0.0311283 | val_loss: 0.0311593 | Time: 1882.84 ms [2022-04-11 18:36:42 main:574] : INFO : Epoch 1553 | loss: 0.0311288 | val_loss: 0.03117 | Time: 1876.55 ms [2022-04-11 18:36:44 main:574] : INFO : Epoch 1554 | loss: 0.0311285 | val_loss: 0.0311637 | Time: 1867.59 ms [2022-04-11 18:36:46 main:574] : INFO : Epoch 1555 | loss: 0.0311286 | val_loss: 0.0311588 | Time: 1875.29 ms [2022-04-11 18:36:48 main:574] : INFO : Epoch 1556 | loss: 0.0311265 | val_loss: 0.0311628 | Time: 1868.47 ms [2022-04-11 18:36:50 main:574] : INFO : Epoch 1557 | loss: 0.0311289 | val_loss: 0.0311573 | Time: 1868.08 ms [2022-04-11 18:36:52 main:574] : INFO : Epoch 1558 | loss: 0.0311244 | val_loss: 0.0311638 | Time: 1865.63 ms [2022-04-11 18:36:54 main:574] : INFO : Epoch 1559 | loss: 0.0311247 | val_loss: 0.0311562 | Time: 1862.41 ms [2022-04-11 18:36:55 main:574] : INFO : Epoch 1560 | loss: 0.0311266 | val_loss: 0.0311632 | Time: 1871.81 ms [2022-04-11 18:36:57 main:574] : INFO : Epoch 1561 | loss: 0.0311244 | val_loss: 0.0311584 | Time: 1869.2 ms [2022-04-11 18:36:59 main:574] : INFO : Epoch 1562 | loss: 0.0311288 | val_loss: 0.0311616 | Time: 1875.46 ms [2022-04-11 18:37:01 main:574] : INFO : Epoch 1563 | loss: 0.03113 | val_loss: 0.0311629 | Time: 1876.1 ms [2022-04-11 18:37:03 main:574] : INFO : Epoch 1564 | loss: 0.0311314 | val_loss: 0.0311629 | Time: 1867.59 ms [2022-04-11 18:37:05 main:574] : INFO : Epoch 1565 | loss: 0.0311299 | val_loss: 0.03116 | Time: 1878.21 ms [2022-04-11 18:37:07 main:574] : INFO : Epoch 1566 | loss: 0.0311272 | val_loss: 0.0311673 | Time: 1877.48 ms [2022-04-11 18:37:09 main:574] : INFO : Epoch 1567 | loss: 0.0311238 | val_loss: 0.0311581 | Time: 1879.61 ms [2022-04-11 18:37:10 main:574] : INFO : Epoch 1568 | loss: 0.0311239 | val_loss: 0.0311611 | Time: 1871.73 ms [2022-04-11 18:37:12 main:574] : INFO : Epoch 1569 | loss: 0.031123 | val_loss: 0.0311594 | Time: 1872.68 ms [2022-04-11 18:37:14 main:574] : INFO : Epoch 1570 | loss: 0.0311266 | val_loss: 0.0311564 | Time: 1864.83 ms [2022-04-11 18:37:16 main:574] : INFO : Epoch 1571 | loss: 0.0311233 | val_loss: 0.0311624 | Time: 1876.01 ms [2022-04-11 18:37:18 main:574] : INFO : Epoch 1572 | loss: 0.0311274 | val_loss: 0.0311567 | Time: 1865.35 ms [2022-04-11 18:37:20 main:574] : INFO : Epoch 1573 | loss: 0.0311287 | val_loss: 0.0311531 | Time: 1876.92 ms [2022-04-11 18:37:22 main:574] : INFO : Epoch 1574 | loss: 0.0311272 | val_loss: 0.0311622 | Time: 1870.09 ms [2022-04-11 18:37:24 main:574] : INFO : Epoch 1575 | loss: 0.0311266 | val_loss: 0.0311601 | Time: 1864.13 ms [2022-04-11 18:37:25 main:574] : INFO : Epoch 1576 | loss: 0.0311221 | val_loss: 0.0311596 | Time: 1872.68 ms [2022-04-11 18:37:27 main:574] : INFO : Epoch 1577 | loss: 0.0311214 | val_loss: 0.031161 | Time: 1889.59 ms [2022-04-11 18:37:29 main:574] : INFO : Epoch 1578 | loss: 0.0311235 | val_loss: 0.0311577 | Time: 1858.46 ms [2022-04-11 18:37:31 main:574] : INFO : Epoch 1579 | loss: 0.0311234 | val_loss: 0.0311606 | Time: 1880.81 ms [2022-04-11 18:37:33 main:574] : INFO : Epoch 1580 | loss: 0.0311242 | val_loss: 0.0311579 | Time: 1898.46 ms [2022-04-11 18:37:35 main:574] : INFO : Epoch 1581 | loss: 0.0311273 | val_loss: 0.0311588 | Time: 1880.62 ms [2022-04-11 18:37:37 main:574] : INFO : Epoch 1582 | loss: 0.0311221 | val_loss: 0.0311612 | Time: 1877.67 ms [2022-04-11 18:37:39 main:574] : INFO : Epoch 1583 | loss: 0.0311207 | val_loss: 0.0311548 | Time: 1880.53 ms [2022-04-11 18:37:41 main:574] : INFO : Epoch 1584 | loss: 0.0311216 | val_loss: 0.0311621 | Time: 1879.74 ms [2022-04-11 18:37:42 main:574] : INFO : Epoch 1585 | loss: 0.0311208 | val_loss: 0.0311552 | Time: 1887.54 ms [2022-04-11 18:37:44 main:574] : INFO : Epoch 1586 | loss: 0.0311222 | val_loss: 0.0311619 | Time: 1885.66 ms [2022-04-11 18:37:46 main:574] : INFO : Epoch 1587 | loss: 0.0311219 | val_loss: 0.0311606 | Time: 1879.49 ms [2022-04-11 18:37:48 main:574] : INFO : Epoch 1588 | loss: 0.0311214 | val_loss: 0.0311561 | Time: 1889.8 ms [2022-04-11 18:37:50 main:574] : INFO : Epoch 1589 | loss: 0.0311232 | val_loss: 0.0311686 | Time: 1897.71 ms [2022-04-11 18:37:52 main:574] : INFO : Epoch 1590 | loss: 0.0311253 | val_loss: 0.031155 | Time: 1877.3 ms [2022-04-11 18:37:54 main:574] : INFO : Epoch 1591 | loss: 0.0311234 | val_loss: 0.0311573 | Time: 1880.48 ms [2022-04-11 18:37:56 main:574] : INFO : Epoch 1592 | loss: 0.0311243 | val_loss: 0.0311534 | Time: 1866.55 ms [2022-04-11 18:37:57 main:574] : INFO : Epoch 1593 | loss: 0.0311203 | val_loss: 0.0311565 | Time: 1861.72 ms [2022-04-11 18:37:59 main:574] : INFO : Epoch 1594 | loss: 0.0311243 | val_loss: 0.0311556 | Time: 1907.76 ms [2022-04-11 18:38:01 main:574] : INFO : Epoch 1595 | loss: 0.0311222 | val_loss: 0.0311584 | Time: 1894.03 ms [2022-04-11 18:38:03 main:574] : INFO : Epoch 1596 | loss: 0.0311198 | val_loss: 0.0311573 | Time: 1875.77 ms [2022-04-11 18:38:05 main:574] : INFO : Epoch 1597 | loss: 0.0311236 | val_loss: 0.0311583 | Time: 1876.2 ms [2022-04-11 18:38:07 main:574] : INFO : Epoch 1598 | loss: 0.0311225 | val_loss: 0.0311604 | Time: 1889.82 ms [2022-04-11 18:38:09 main:574] : INFO : Epoch 1599 | loss: 0.0311295 | val_loss: 0.0311555 | Time: 1907.52 ms [2022-04-11 18:38:11 main:574] : INFO : Epoch 1600 | loss: 0.0311401 | val_loss: 0.0311542 | Time: 1900.86 ms [2022-04-11 18:38:13 main:574] : INFO : Epoch 1601 | loss: 0.0311317 | val_loss: 0.0311571 | Time: 1899.83 ms [2022-04-11 18:38:15 main:574] : INFO : Epoch 1602 | loss: 0.0311328 | val_loss: 0.0311516 | Time: 1896.21 ms [2022-04-11 18:38:16 main:574] : INFO : Epoch 1603 | loss: 0.0311296 | val_loss: 0.0311626 | Time: 1883.14 ms [2022-04-11 18:38:18 main:574] : INFO : Epoch 1604 | loss: 0.0311269 | val_loss: 0.0311563 | Time: 1886.72 ms [2022-04-11 18:38:20 main:574] : INFO : Epoch 1605 | loss: 0.0311246 | val_loss: 0.0311546 | Time: 1881.65 ms [2022-04-11 18:38:22 main:574] : INFO : Epoch 1606 | loss: 0.0311242 | val_loss: 0.0311572 | Time: 1900.86 ms [2022-04-11 18:38:24 main:574] : INFO : Epoch 1607 | loss: 0.0311249 | val_loss: 0.0311585 | Time: 1900.46 ms [2022-04-11 18:38:26 main:574] : INFO : Epoch 1608 | loss: 0.0311242 | val_loss: 0.0311569 | Time: 1872.7 ms [2022-04-11 18:38:28 main:574] : INFO : Epoch 1609 | loss: 0.031123 | val_loss: 0.0311521 | Time: 1889.07 ms [2022-04-11 18:38:30 main:574] : INFO : Epoch 1610 | loss: 0.0311229 | val_loss: 0.031154 | Time: 1877.82 ms [2022-04-11 18:38:32 main:574] : INFO : Epoch 1611 | loss: 0.0311207 | val_loss: 0.0311579 | Time: 1876.48 ms [2022-04-11 18:38:33 main:574] : INFO : Epoch 1612 | loss: 0.0311203 | val_loss: 0.0311545 | Time: 1882.14 ms [2022-04-11 18:38:35 main:574] : INFO : Epoch 1613 | loss: 0.031119 | val_loss: 0.0311563 | Time: 1903.62 ms [2022-04-11 18:38:37 main:574] : INFO : Epoch 1614 | loss: 0.0311203 | val_loss: 0.0311668 | Time: 1877.32 ms [2022-04-11 18:38:39 main:574] : INFO : Epoch 1615 | loss: 0.0311251 | val_loss: 0.0311592 | Time: 1879.6 ms [2022-04-11 18:38:41 main:574] : INFO : Epoch 1616 | loss: 0.0311192 | val_loss: 0.0311582 | Time: 1878.18 ms [2022-04-11 18:38:43 main:574] : INFO : Epoch 1617 | loss: 0.0311203 | val_loss: 0.0311565 | Time: 1874.86 ms [2022-04-11 18:38:45 main:574] : INFO : Epoch 1618 | loss: 0.0311189 | val_loss: 0.0311562 | Time: 1878.8 ms [2022-04-11 18:38:47 main:574] : INFO : Epoch 1619 | loss: 0.0311175 | val_loss: 0.0311605 | Time: 1868.11 ms [2022-04-11 18:38:49 main:574] : INFO : Epoch 1620 | loss: 0.0311206 | val_loss: 0.0311534 | Time: 1869.63 ms [2022-04-11 18:38:50 main:574] : INFO : Epoch 1621 | loss: 0.031122 | val_loss: 0.0311518 | Time: 1857.8 ms [2022-04-11 18:38:52 main:574] : INFO : Epoch 1622 | loss: 0.0311199 | val_loss: 0.0311549 | Time: 1869.98 ms [2022-04-11 18:38:54 main:574] : INFO : Epoch 1623 | loss: 0.0311173 | val_loss: 0.0311585 | Time: 1865.46 ms [2022-04-11 18:38:56 main:574] : INFO : Epoch 1624 | loss: 0.0311168 | val_loss: 0.0311672 | Time: 1869.41 ms [2022-04-11 18:38:58 main:574] : INFO : Epoch 1625 | loss: 0.0311162 | val_loss: 0.0311599 | Time: 1869.68 ms [2022-04-11 18:39:00 main:574] : INFO : Epoch 1626 | loss: 0.0311185 | val_loss: 0.0311584 | Time: 1869.7 ms [2022-04-11 18:39:02 main:574] : INFO : Epoch 1627 | loss: 0.0311193 | val_loss: 0.0311567 | Time: 1863.56 ms [2022-04-11 18:39:04 main:574] : INFO : Epoch 1628 | loss: 0.0311183 | val_loss: 0.0311564 | Time: 1867.16 ms [2022-04-11 18:39:05 main:574] : INFO : Epoch 1629 | loss: 0.0311162 | val_loss: 0.0311602 | Time: 1872.58 ms [2022-04-11 18:39:07 main:574] : INFO : Epoch 1630 | loss: 0.0311145 | val_loss: 0.0311528 | Time: 1877.1 ms [2022-04-11 18:39:09 main:574] : INFO : Epoch 1631 | loss: 0.0311127 | val_loss: 0.0311543 | Time: 1880.53 ms [2022-04-11 18:39:11 main:574] : INFO : Epoch 1632 | loss: 0.0311163 | val_loss: 0.0311621 | Time: 1871.6 ms [2022-04-11 18:39:13 main:574] : INFO : Epoch 1633 | loss: 0.0311238 | val_loss: 0.0311531 | Time: 1859.9 ms [2022-04-11 18:39:15 main:574] : INFO : Epoch 1634 | loss: 0.0311204 | val_loss: 0.0311596 | Time: 1870.44 ms [2022-04-11 18:39:17 main:574] : INFO : Epoch 1635 | loss: 0.0311196 | val_loss: 0.0311629 | Time: 1870.23 ms [2022-04-11 18:39:19 main:574] : INFO : Epoch 1636 | loss: 0.0311269 | val_loss: 0.0311642 | Time: 1863.63 ms [2022-04-11 18:39:20 main:574] : INFO : Epoch 1637 | loss: 0.0311414 | val_loss: 0.0311555 | Time: 1870.06 ms [2022-04-11 18:39:22 main:574] : INFO : Epoch 1638 | loss: 0.0311387 | val_loss: 0.0311585 | Time: 1893.04 ms [2022-04-11 18:39:24 main:574] : INFO : Epoch 1639 | loss: 0.0311364 | val_loss: 0.0311544 | Time: 1863.31 ms [2022-04-11 18:39:26 main:574] : INFO : Epoch 1640 | loss: 0.0311301 | val_loss: 0.0311532 | Time: 1875.19 ms [2022-04-11 18:39:28 main:574] : INFO : Epoch 1641 | loss: 0.0311281 | val_loss: 0.0311581 | Time: 1881.95 ms [2022-04-11 18:39:30 main:574] : INFO : Epoch 1642 | loss: 0.031128 | val_loss: 0.0311566 | Time: 1891.21 ms [2022-04-11 18:39:32 main:574] : INFO : Epoch 1643 | loss: 0.0311264 | val_loss: 0.0311541 | Time: 1872.4 ms [2022-04-11 18:39:34 main:574] : INFO : Epoch 1644 | loss: 0.031124 | val_loss: 0.031156 | Time: 1885.36 ms [2022-04-11 18:39:35 main:574] : INFO : Epoch 1645 | loss: 0.0311225 | val_loss: 0.0311612 | Time: 1904.45 ms [2022-04-11 18:39:37 main:574] : INFO : Epoch 1646 | loss: 0.0311229 | val_loss: 0.0311569 | Time: 1897.34 ms [2022-04-11 18:39:39 main:574] : INFO : Epoch 1647 | loss: 0.0311249 | val_loss: 0.0311707 | Time: 1884.01 ms [2022-04-11 18:39:41 main:574] : INFO : Epoch 1648 | loss: 0.0311244 | val_loss: 0.0311557 | Time: 1899.88 ms [2022-04-11 18:39:43 main:574] : INFO : Epoch 1649 | loss: 0.0311195 | val_loss: 0.0311575 | Time: 1873.19 ms [2022-04-11 18:39:45 main:574] : INFO : Epoch 1650 | loss: 0.0311198 | val_loss: 0.0311614 | Time: 1890.87 ms [2022-04-11 18:39:47 main:574] : INFO : Epoch 1651 | loss: 0.0311227 | val_loss: 0.031154 | Time: 1879.89 ms [2022-04-11 18:39:49 main:574] : INFO : Epoch 1652 | loss: 0.0311191 | val_loss: 0.0311576 | Time: 1900.18 ms [2022-04-11 18:39:51 main:574] : INFO : Epoch 1653 | loss: 0.0311173 | val_loss: 0.0311633 | Time: 1872.14 ms [2022-04-11 18:39:53 main:574] : INFO : Epoch 1654 | loss: 0.0311202 | val_loss: 0.0311568 | Time: 1900.28 ms [2022-04-11 18:39:54 main:574] : INFO : Epoch 1655 | loss: 0.0311178 | val_loss: 0.031165 | Time: 1965.21 ms [2022-04-11 18:39:56 main:574] : INFO : Epoch 1656 | loss: 0.0311188 | val_loss: 0.0311587 | Time: 1944.92 ms [2022-04-11 18:39:58 main:574] : INFO : Epoch 1657 | loss: 0.0311174 | val_loss: 0.031163 | Time: 1949.2 ms [2022-04-11 18:40:00 main:574] : INFO : Epoch 1658 | loss: 0.0311173 | val_loss: 0.0311587 | Time: 1924.42 ms [2022-04-11 18:40:02 main:574] : INFO : Epoch 1659 | loss: 0.0311153 | val_loss: 0.0311573 | Time: 1915.4 ms [2022-04-11 18:40:04 main:574] : INFO : Epoch 1660 | loss: 0.0311147 | val_loss: 0.0311608 | Time: 1903.85 ms [2022-04-11 18:40:06 main:574] : INFO : Epoch 1661 | loss: 0.0311177 | val_loss: 0.0311622 | Time: 1907.52 ms [2022-04-11 18:40:08 main:574] : INFO : Epoch 1662 | loss: 0.0311167 | val_loss: 0.0311592 | Time: 1919.37 ms [2022-04-11 18:40:10 main:574] : INFO : Epoch 1663 | loss: 0.0311165 | val_loss: 0.0311625 | Time: 1898.52 ms [2022-04-11 18:40:12 main:574] : INFO : Epoch 1664 | loss: 0.0311145 | val_loss: 0.0311582 | Time: 1911.82 ms [2022-04-11 18:40:14 main:574] : INFO : Epoch 1665 | loss: 0.0311152 | val_loss: 0.0311564 | Time: 1901.09 ms [2022-04-11 18:40:16 main:574] : INFO : Epoch 1666 | loss: 0.0311183 | val_loss: 0.0311582 | Time: 1891.27 ms [2022-04-11 18:40:17 main:574] : INFO : Epoch 1667 | loss: 0.031122 | val_loss: 0.0311612 | Time: 1887.07 ms [2022-04-11 18:40:19 main:574] : INFO : Epoch 1668 | loss: 0.0311167 | val_loss: 0.0311598 | Time: 1884.62 ms [2022-04-11 18:40:21 main:574] : INFO : Epoch 1669 | loss: 0.0311205 | val_loss: 0.0311551 | Time: 1899.2 ms [2022-04-11 18:40:23 main:574] : INFO : Epoch 1670 | loss: 0.0311198 | val_loss: 0.0311677 | Time: 1890.43 ms [2022-04-11 18:40:25 main:574] : INFO : Epoch 1671 | loss: 0.0311167 | val_loss: 0.0311616 | Time: 1892.89 ms [2022-04-11 18:40:27 main:574] : INFO : Epoch 1672 | loss: 0.0311164 | val_loss: 0.0311708 | Time: 1890.89 ms [2022-04-11 18:40:29 main:574] : INFO : Epoch 1673 | loss: 0.0311205 | val_loss: 0.0311649 | Time: 1856.75 ms [2022-04-11 18:40:31 main:574] : INFO : Epoch 1674 | loss: 0.0311197 | val_loss: 0.0311611 | Time: 1868 ms [2022-04-11 18:40:33 main:574] : INFO : Epoch 1675 | loss: 0.0311225 | val_loss: 0.0311651 | Time: 1865.76 ms [2022-04-11 18:40:34 main:574] : INFO : Epoch 1676 | loss: 0.0311192 | val_loss: 0.031162 | Time: 1869.88 ms [2022-04-11 18:40:36 main:574] : INFO : Epoch 1677 | loss: 0.0311129 | val_loss: 0.0311627 | Time: 1861.43 ms [2022-04-11 18:40:38 main:574] : INFO : Epoch 1678 | loss: 0.0311114 | val_loss: 0.0311592 | Time: 1865.71 ms [2022-04-11 18:40:40 main:574] : INFO : Epoch 1679 | loss: 0.0311107 | val_loss: 0.0311573 | Time: 1874.45 ms [2022-04-11 18:40:42 main:574] : INFO : Epoch 1680 | loss: 0.0311139 | val_loss: 0.0311679 | Time: 1860.68 ms [2022-04-11 18:40:44 main:574] : INFO : Epoch 1681 | loss: 0.0311151 | val_loss: 0.0311662 | Time: 1852.39 ms [2022-04-11 18:40:46 main:574] : INFO : Epoch 1682 | loss: 0.0311161 | val_loss: 0.0311623 | Time: 1856.47 ms [2022-04-11 18:40:47 main:574] : INFO : Epoch 1683 | loss: 0.0311156 | val_loss: 0.0311607 | Time: 1853.15 ms [2022-04-11 18:40:49 main:574] : INFO : Epoch 1684 | loss: 0.0311184 | val_loss: 0.0311579 | Time: 1848.26 ms [2022-04-11 18:40:51 main:574] : INFO : Epoch 1685 | loss: 0.0311205 | val_loss: 0.0311539 | Time: 1856.34 ms [2022-04-11 18:40:53 main:574] : INFO : Epoch 1686 | loss: 0.0311196 | val_loss: 0.0311596 | Time: 1854.34 ms [2022-04-11 18:40:55 main:574] : INFO : Epoch 1687 | loss: 0.0311185 | val_loss: 0.0311577 | Time: 1861.36 ms [2022-04-11 18:40:57 main:574] : INFO : Epoch 1688 | loss: 0.0311156 | val_loss: 0.0311614 | Time: 1847.75 ms [2022-04-11 18:40:59 main:574] : INFO : Epoch 1689 | loss: 0.0311149 | val_loss: 0.0311562 | Time: 1851.25 ms [2022-04-11 18:41:00 main:574] : INFO : Epoch 1690 | loss: 0.0311241 | val_loss: 0.0311569 | Time: 1842.07 ms [2022-04-11 18:41:02 main:574] : INFO : Epoch 1691 | loss: 0.0311223 | val_loss: 0.0311613 | Time: 1853.91 ms [2022-04-11 18:41:04 main:574] : INFO : Epoch 1692 | loss: 0.031119 | val_loss: 0.0311587 | Time: 1859.62 ms [2022-04-11 18:41:06 main:574] : INFO : Epoch 1693 | loss: 0.0311138 | val_loss: 0.0311604 | Time: 1838.92 ms [2022-04-11 18:41:08 main:574] : INFO : Epoch 1694 | loss: 0.0311196 | val_loss: 0.0311579 | Time: 1858.22 ms [2022-04-11 18:41:10 main:574] : INFO : Epoch 1695 | loss: 0.0311261 | val_loss: 0.0311561 | Time: 1853.83 ms [2022-04-11 18:41:12 main:574] : INFO : Epoch 1696 | loss: 0.031122 | val_loss: 0.0311611 | Time: 1850.92 ms [2022-04-11 18:41:13 main:574] : INFO : Epoch 1697 | loss: 0.0311176 | val_loss: 0.0311573 | Time: 1850.84 ms [2022-04-11 18:41:15 main:574] : INFO : Epoch 1698 | loss: 0.031116 | val_loss: 0.0311571 | Time: 1852.59 ms [2022-04-11 18:41:17 main:574] : INFO : Epoch 1699 | loss: 0.0311138 | val_loss: 0.0311629 | Time: 1846.75 ms [2022-04-11 18:41:19 main:574] : INFO : Epoch 1700 | loss: 0.03112 | val_loss: 0.0311554 | Time: 1845.61 ms [2022-04-11 18:41:21 main:574] : INFO : Epoch 1701 | loss: 0.0311287 | val_loss: 0.0311553 | Time: 1842.16 ms [2022-04-11 18:41:23 main:574] : INFO : Epoch 1702 | loss: 0.0311237 | val_loss: 0.0311604 | Time: 1846.82 ms [2022-04-11 18:41:25 main:574] : INFO : Epoch 1703 | loss: 0.0311233 | val_loss: 0.0311574 | Time: 1852.08 ms [2022-04-11 18:41:26 main:574] : INFO : Epoch 1704 | loss: 0.0311202 | val_loss: 0.0311543 | Time: 1852.57 ms [2022-04-11 18:41:28 main:574] : INFO : Epoch 1705 | loss: 0.0311183 | val_loss: 0.0311555 | Time: 1852.88 ms [2022-04-11 18:41:30 main:574] : INFO : Epoch 1706 | loss: 0.0311182 | val_loss: 0.0311564 | Time: 1857.06 ms [2022-04-11 18:41:32 main:574] : INFO : Epoch 1707 | loss: 0.0311166 | val_loss: 0.0311539 | Time: 1855.36 ms [2022-04-11 18:41:34 main:574] : INFO : Epoch 1708 | loss: 0.031114 | val_loss: 0.0311565 | Time: 1856.25 ms [2022-04-11 18:41:36 main:574] : INFO : Epoch 1709 | loss: 0.0311204 | val_loss: 0.0311538 | Time: 1843.16 ms [2022-04-11 18:41:38 main:574] : INFO : Epoch 1710 | loss: 0.0311293 | val_loss: 0.0311592 | Time: 1857.36 ms [2022-04-11 18:41:39 main:574] : INFO : Epoch 1711 | loss: 0.0311184 | val_loss: 0.0311566 | Time: 1853.51 ms [2022-04-11 18:41:41 main:574] : INFO : Epoch 1712 | loss: 0.031119 | val_loss: 0.0311548 | Time: 1857.54 ms [2022-04-11 18:41:43 main:574] : INFO : Epoch 1713 | loss: 0.031115 | val_loss: 0.0311569 | Time: 1848.42 ms [2022-04-11 18:41:45 main:574] : INFO : Epoch 1714 | loss: 0.0311121 | val_loss: 0.0311618 | Time: 1852.44 ms [2022-04-11 18:41:47 main:574] : INFO : Epoch 1715 | loss: 0.0311142 | val_loss: 0.0311657 | Time: 1849.63 ms [2022-04-11 18:41:49 main:574] : INFO : Epoch 1716 | loss: 0.0311137 | val_loss: 0.0311555 | Time: 1844.94 ms [2022-04-11 18:41:51 main:574] : INFO : Epoch 1717 | loss: 0.0311123 | val_loss: 0.0311605 | Time: 1853.43 ms [2022-04-11 18:41:52 main:574] : INFO : Epoch 1718 | loss: 0.0311102 | val_loss: 0.0311605 | Time: 1855.08 ms [2022-04-11 18:41:54 main:574] : INFO : Epoch 1719 | loss: 0.0311155 | val_loss: 0.0311553 | Time: 1845.96 ms [2022-04-11 18:41:56 main:574] : INFO : Epoch 1720 | loss: 0.0311165 | val_loss: 0.0311609 | Time: 1873.06 ms [2022-04-11 18:41:58 main:574] : INFO : Epoch 1721 | loss: 0.0311121 | val_loss: 0.0311579 | Time: 1867.21 ms [2022-04-11 18:42:00 main:574] : INFO : Epoch 1722 | loss: 0.0311122 | val_loss: 0.0311607 | Time: 1852.69 ms [2022-04-11 18:42:02 main:574] : INFO : Epoch 1723 | loss: 0.0311113 | val_loss: 0.0311596 | Time: 1852.4 ms [2022-04-11 18:42:04 main:574] : INFO : Epoch 1724 | loss: 0.0311107 | val_loss: 0.0311625 | Time: 1851.07 ms [2022-04-11 18:42:05 main:574] : INFO : Epoch 1725 | loss: 0.0311118 | val_loss: 0.0311605 | Time: 1847.04 ms [2022-04-11 18:42:07 main:574] : INFO : Epoch 1726 | loss: 0.0311145 | val_loss: 0.0311745 | Time: 1856.43 ms [2022-04-11 18:42:09 main:574] : INFO : Epoch 1727 | loss: 0.0311147 | val_loss: 0.0311563 | Time: 1858.8 ms [2022-04-11 18:42:11 main:574] : INFO : Epoch 1728 | loss: 0.0311117 | val_loss: 0.031165 | Time: 1850.01 ms [2022-04-11 18:42:13 main:574] : INFO : Epoch 1729 | loss: 0.0311112 | val_loss: 0.0311592 | Time: 1862.48 ms [2022-04-11 18:42:15 main:574] : INFO : Epoch 1730 | loss: 0.0311111 | val_loss: 0.0311622 | Time: 1859.8 ms [2022-04-11 18:42:17 main:574] : INFO : Epoch 1731 | loss: 0.0311187 | val_loss: 0.0311621 | Time: 1853.09 ms [2022-04-11 18:42:18 main:574] : INFO : Epoch 1732 | loss: 0.0311136 | val_loss: 0.0311609 | Time: 1846.33 ms [2022-04-11 18:42:20 main:574] : INFO : Epoch 1733 | loss: 0.0311101 | val_loss: 0.0311579 | Time: 1858.78 ms [2022-04-11 18:42:22 main:574] : INFO : Epoch 1734 | loss: 0.0311089 | val_loss: 0.0311645 | Time: 1847.54 ms [2022-04-11 18:42:24 main:574] : INFO : Epoch 1735 | loss: 0.0311102 | val_loss: 0.031158 | Time: 1866.73 ms [2022-04-11 18:42:26 main:574] : INFO : Epoch 1736 | loss: 0.0311094 | val_loss: 0.0311594 | Time: 1858.84 ms [2022-04-11 18:42:28 main:574] : INFO : Epoch 1737 | loss: 0.0311066 | val_loss: 0.0311587 | Time: 1835.12 ms [2022-04-11 18:42:30 main:574] : INFO : Epoch 1738 | loss: 0.0311092 | val_loss: 0.031159 | Time: 1845.54 ms [2022-04-11 18:42:31 main:574] : INFO : Epoch 1739 | loss: 0.0311088 | val_loss: 0.0311609 | Time: 1850.24 ms [2022-04-11 18:42:33 main:574] : INFO : Epoch 1740 | loss: 0.031108 | val_loss: 0.0311594 | Time: 1848.41 ms [2022-04-11 18:42:35 main:574] : INFO : Epoch 1741 | loss: 0.0311068 | val_loss: 0.0311693 | Time: 1851.8 ms [2022-04-11 18:42:37 main:574] : INFO : Epoch 1742 | loss: 0.0311143 | val_loss: 0.031156 | Time: 1854.52 ms [2022-04-11 18:42:39 main:574] : INFO : Epoch 1743 | loss: 0.03111 | val_loss: 0.0311677 | Time: 1841.96 ms [2022-04-11 18:42:41 main:574] : INFO : Epoch 1744 | loss: 0.0311082 | val_loss: 0.0311615 | Time: 1859.8 ms [2022-04-11 18:42:43 main:574] : INFO : Epoch 1745 | loss: 0.0311138 | val_loss: 0.0311667 | Time: 1854.62 ms [2022-04-11 18:42:44 main:574] : INFO : Epoch 1746 | loss: 0.0311169 | val_loss: 0.0311721 | Time: 1848.87 ms [2022-04-11 18:42:46 main:574] : INFO : Epoch 1747 | loss: 0.0311152 | val_loss: 0.0311598 | Time: 1853.82 ms [2022-04-11 18:42:48 main:574] : INFO : Epoch 1748 | loss: 0.0311119 | val_loss: 0.0311581 | Time: 1850.87 ms [2022-04-11 18:42:50 main:574] : INFO : Epoch 1749 | loss: 0.0311088 | val_loss: 0.0311612 | Time: 1846.43 ms [2022-04-11 18:42:52 main:574] : INFO : Epoch 1750 | loss: 0.031115 | val_loss: 0.0311575 | Time: 1849.85 ms [2022-04-11 18:42:54 main:574] : INFO : Epoch 1751 | loss: 0.0311128 | val_loss: 0.0311597 | Time: 1858.54 ms [2022-04-11 18:42:56 main:574] : INFO : Epoch 1752 | loss: 0.031112 | val_loss: 0.0311554 | Time: 1852.49 ms [2022-04-11 18:42:57 main:574] : INFO : Epoch 1753 | loss: 0.0311131 | val_loss: 0.0311562 | Time: 1856.35 ms [2022-04-11 18:42:59 main:574] : INFO : Epoch 1754 | loss: 0.0311091 | val_loss: 0.0311646 | Time: 1842.5 ms [2022-04-11 18:43:01 main:574] : INFO : Epoch 1755 | loss: 0.0311104 | val_loss: 0.0311612 | Time: 1858.11 ms [2022-04-11 18:43:03 main:574] : INFO : Epoch 1756 | loss: 0.0311075 | val_loss: 0.0311649 | Time: 1849.94 ms [2022-04-11 18:43:05 main:574] : INFO : Epoch 1757 | loss: 0.0311081 | val_loss: 0.0311637 | Time: 1848.04 ms [2022-04-11 18:43:07 main:574] : INFO : Epoch 1758 | loss: 0.0311087 | val_loss: 0.0311654 | Time: 1864.26 ms [2022-04-11 18:43:09 main:574] : INFO : Epoch 1759 | loss: 0.031106 | val_loss: 0.0311626 | Time: 1877.7 ms [2022-04-11 18:43:10 main:574] : INFO : Epoch 1760 | loss: 0.0311069 | val_loss: 0.0311599 | Time: 1848.44 ms [2022-04-11 18:43:12 main:574] : INFO : Epoch 1761 | loss: 0.0311043 | val_loss: 0.0311634 | Time: 1845.6 ms [2022-04-11 18:43:14 main:574] : INFO : Epoch 1762 | loss: 0.031105 | val_loss: 0.0311661 | Time: 1856.47 ms [2022-04-11 18:43:16 main:574] : INFO : Epoch 1763 | loss: 0.0311044 | val_loss: 0.0311598 | Time: 1856.01 ms [2022-04-11 18:43:18 main:574] : INFO : Epoch 1764 | loss: 0.0311028 | val_loss: 0.0311645 | Time: 1854.09 ms [2022-04-11 18:43:20 main:574] : INFO : Epoch 1765 | loss: 0.0311036 | val_loss: 0.0311617 | Time: 1859.13 ms [2022-04-11 18:43:22 main:574] : INFO : Epoch 1766 | loss: 0.0311058 | val_loss: 0.0311658 | Time: 1872.82 ms [2022-04-11 18:43:24 main:574] : INFO : Epoch 1767 | loss: 0.0311049 | val_loss: 0.0311632 | Time: 1880.78 ms [2022-04-11 18:43:25 main:574] : INFO : Epoch 1768 | loss: 0.0311066 | val_loss: 0.0311571 | Time: 1872.48 ms [2022-04-11 18:43:27 main:574] : INFO : Epoch 1769 | loss: 0.0311055 | val_loss: 0.0311727 | Time: 1877.03 ms [2022-04-11 18:43:29 main:574] : INFO : Epoch 1770 | loss: 0.0311057 | val_loss: 0.0311619 | Time: 1876.04 ms [2022-04-11 18:43:31 main:574] : INFO : Epoch 1771 | loss: 0.0311047 | val_loss: 0.0311684 | Time: 1874.83 ms [2022-04-11 18:43:33 main:574] : INFO : Epoch 1772 | loss: 0.031104 | val_loss: 0.0311581 | Time: 1865.55 ms [2022-04-11 18:43:35 main:574] : INFO : Epoch 1773 | loss: 0.0311085 | val_loss: 0.0311602 | Time: 1878.22 ms [2022-04-11 18:43:37 main:574] : INFO : Epoch 1774 | loss: 0.0311067 | val_loss: 0.0311576 | Time: 1875.78 ms [2022-04-11 18:43:39 main:574] : INFO : Epoch 1775 | loss: 0.0311034 | val_loss: 0.0311635 | Time: 1878.61 ms [2022-04-11 18:43:40 main:574] : INFO : Epoch 1776 | loss: 0.0311042 | val_loss: 0.0311639 | Time: 1867.86 ms [2022-04-11 18:43:42 main:574] : INFO : Epoch 1777 | loss: 0.0311211 | val_loss: 0.0311622 | Time: 1872.94 ms [2022-04-11 18:43:44 main:574] : INFO : Epoch 1778 | loss: 0.0311374 | val_loss: 0.0311593 | Time: 1870.32 ms [2022-04-11 18:43:46 main:574] : INFO : Epoch 1779 | loss: 0.0311358 | val_loss: 0.0311597 | Time: 1866.81 ms [2022-04-11 18:43:48 main:574] : INFO : Epoch 1780 | loss: 0.0311398 | val_loss: 0.0311572 | Time: 1875.56 ms [2022-04-11 18:43:50 main:574] : INFO : Epoch 1781 | loss: 0.0311586 | val_loss: 0.0311641 | Time: 1874.8 ms [2022-04-11 18:43:52 main:574] : INFO : Epoch 1782 | loss: 0.031166 | val_loss: 0.0311631 | Time: 1865.35 ms [2022-04-11 18:43:54 main:574] : INFO : Epoch 1783 | loss: 0.0311599 | val_loss: 0.0311638 | Time: 1853.74 ms [2022-04-11 18:43:55 main:574] : INFO : Epoch 1784 | loss: 0.0311566 | val_loss: 0.0311563 | Time: 1861.01 ms [2022-04-11 18:43:57 main:574] : INFO : Epoch 1785 | loss: 0.0311482 | val_loss: 0.0311535 | Time: 1855.79 ms [2022-04-11 18:43:59 main:574] : INFO : Epoch 1786 | loss: 0.0311465 | val_loss: 0.0311603 | Time: 1858 ms [2022-04-11 18:44:01 main:574] : INFO : Epoch 1787 | loss: 0.0311435 | val_loss: 0.0311562 | Time: 1855.59 ms [2022-04-11 18:44:03 main:574] : INFO : Epoch 1788 | loss: 0.031139 | val_loss: 0.0311538 | Time: 1865.26 ms [2022-04-11 18:44:05 main:574] : INFO : Epoch 1789 | loss: 0.0311355 | val_loss: 0.031155 | Time: 1863.11 ms [2022-04-11 18:44:07 main:574] : INFO : Epoch 1790 | loss: 0.0311366 | val_loss: 0.0311597 | Time: 1854.19 ms [2022-04-11 18:44:08 main:574] : INFO : Epoch 1791 | loss: 0.0311344 | val_loss: 0.0311522 | Time: 1852.66 ms [2022-04-11 18:44:10 main:574] : INFO : Epoch 1792 | loss: 0.0311355 | val_loss: 0.0311586 | Time: 1861.89 ms [2022-04-11 18:44:12 main:574] : INFO : Epoch 1793 | loss: 0.0311382 | val_loss: 0.0311577 | Time: 1853.99 ms [2022-04-11 18:44:14 main:574] : INFO : Epoch 1794 | loss: 0.0311309 | val_loss: 0.0311524 | Time: 1851.96 ms [2022-04-11 18:44:16 main:574] : INFO : Epoch 1795 | loss: 0.0311283 | val_loss: 0.0311553 | Time: 1856.11 ms [2022-04-11 18:44:18 main:574] : INFO : Epoch 1796 | loss: 0.0311277 | val_loss: 0.0311563 | Time: 1847.89 ms [2022-04-11 18:44:20 main:574] : INFO : Epoch 1797 | loss: 0.0311404 | val_loss: 0.0311602 | Time: 1861.77 ms [2022-04-11 18:44:21 main:574] : INFO : Epoch 1798 | loss: 0.031144 | val_loss: 0.0311604 | Time: 1849.7 ms [2022-04-11 18:44:23 main:574] : INFO : Epoch 1799 | loss: 0.0311403 | val_loss: 0.0311555 | Time: 1843.6 ms [2022-04-11 18:44:25 main:574] : INFO : Epoch 1800 | loss: 0.0311369 | val_loss: 0.0311539 | Time: 1852.92 ms [2022-04-11 18:44:27 main:574] : INFO : Epoch 1801 | loss: 0.0311335 | val_loss: 0.0311523 | Time: 1855.46 ms [2022-04-11 18:44:29 main:574] : INFO : Epoch 1802 | loss: 0.0311341 | val_loss: 0.0311552 | Time: 1847.18 ms [2022-04-11 18:44:31 main:574] : INFO : Epoch 1803 | loss: 0.0311361 | val_loss: 0.0311559 | Time: 1846.36 ms [2022-04-11 18:44:33 main:574] : INFO : Epoch 1804 | loss: 0.0311343 | val_loss: 0.0311522 | Time: 1857.28 ms [2022-04-11 18:44:34 main:574] : INFO : Epoch 1805 | loss: 0.0311295 | val_loss: 0.0311534 | Time: 1842.94 ms [2022-04-11 18:44:36 main:574] : INFO : Epoch 1806 | loss: 0.0311272 | val_loss: 0.03115 | Time: 1849.24 ms [2022-04-11 18:44:38 main:574] : INFO : Epoch 1807 | loss: 0.0311266 | val_loss: 0.031153 | Time: 1851.56 ms [2022-04-11 18:44:40 main:574] : INFO : Epoch 1808 | loss: 0.0311251 | val_loss: 0.0311498 | Time: 1849.83 ms [2022-04-11 18:44:42 main:574] : INFO : Epoch 1809 | loss: 0.0311245 | val_loss: 0.0311501 | Time: 1897.5 ms [2022-04-11 18:44:44 main:574] : INFO : Epoch 1810 | loss: 0.0311241 | val_loss: 0.0311529 | Time: 1921.49 ms [2022-04-11 18:44:46 main:574] : INFO : Epoch 1811 | loss: 0.0311244 | val_loss: 0.0311522 | Time: 1848.53 ms [2022-04-11 18:44:48 main:574] : INFO : Epoch 1812 | loss: 0.0311327 | val_loss: 0.0311782 | Time: 1849.07 ms [2022-04-11 18:44:49 main:574] : INFO : Epoch 1813 | loss: 0.0311297 | val_loss: 0.0311582 | Time: 1855.92 ms [2022-04-11 18:44:51 main:574] : INFO : Epoch 1814 | loss: 0.0311219 | val_loss: 0.0311528 | Time: 1846.38 ms [2022-04-11 18:44:53 main:574] : INFO : Epoch 1815 | loss: 0.0311235 | val_loss: 0.031155 | Time: 1860.45 ms [2022-04-11 18:44:55 main:574] : INFO : Epoch 1816 | loss: 0.0311225 | val_loss: 0.0311499 | Time: 1854.1 ms [2022-04-11 18:44:57 main:574] : INFO : Epoch 1817 | loss: 0.0311203 | val_loss: 0.0311526 | Time: 1838.31 ms [2022-04-11 18:44:59 main:574] : INFO : Epoch 1818 | loss: 0.0311228 | val_loss: 0.0311524 | Time: 1852.41 ms [2022-04-11 18:45:01 main:574] : INFO : Epoch 1819 | loss: 0.0311361 | val_loss: 0.0311489 | Time: 1852.35 ms [2022-04-11 18:45:02 main:574] : INFO : Epoch 1820 | loss: 0.0311306 | val_loss: 0.0311465 | Time: 1839.92 ms [2022-04-11 18:45:04 main:574] : INFO : Epoch 1821 | loss: 0.0311266 | val_loss: 0.0311512 | Time: 1855.61 ms [2022-04-11 18:45:06 main:574] : INFO : Epoch 1822 | loss: 0.0311268 | val_loss: 0.0311565 | Time: 1856.87 ms [2022-04-11 18:45:08 main:574] : INFO : Epoch 1823 | loss: 0.0311259 | val_loss: 0.0311484 | Time: 1851.08 ms [2022-04-11 18:45:10 main:574] : INFO : Epoch 1824 | loss: 0.0311222 | val_loss: 0.0311509 | Time: 1853.83 ms [2022-04-11 18:45:12 main:574] : INFO : Epoch 1825 | loss: 0.0311232 | val_loss: 0.031153 | Time: 1855.46 ms [2022-04-11 18:45:14 main:574] : INFO : Epoch 1826 | loss: 0.0311195 | val_loss: 0.0311504 | Time: 1850.6 ms [2022-04-11 18:45:15 main:574] : INFO : Epoch 1827 | loss: 0.0311181 | val_loss: 0.0311541 | Time: 1847.9 ms [2022-04-11 18:45:17 main:574] : INFO : Epoch 1828 | loss: 0.0311184 | val_loss: 0.0311538 | Time: 1853.7 ms [2022-04-11 18:45:19 main:574] : INFO : Epoch 1829 | loss: 0.0311167 | val_loss: 0.0311553 | Time: 1855.73 ms [2022-04-11 18:45:21 main:574] : INFO : Epoch 1830 | loss: 0.0311169 | val_loss: 0.031152 | Time: 1854.55 ms [2022-04-11 18:45:23 main:574] : INFO : Epoch 1831 | loss: 0.0311164 | val_loss: 0.0311576 | Time: 1853.18 ms [2022-04-11 18:45:25 main:574] : INFO : Epoch 1832 | loss: 0.0311169 | val_loss: 0.0311506 | Time: 1844.54 ms [2022-04-11 18:45:27 main:574] : INFO : Epoch 1833 | loss: 0.0311146 | val_loss: 0.0311549 | Time: 1861.76 ms [2022-04-11 18:45:28 main:574] : INFO : Epoch 1834 | loss: 0.0311162 | val_loss: 0.0311516 | Time: 1845.6 ms [2022-04-11 18:45:30 main:574] : INFO : Epoch 1835 | loss: 0.0311167 | val_loss: 0.0311528 | Time: 1846.14 ms [2022-04-11 18:45:32 main:574] : INFO : Epoch 1836 | loss: 0.0311179 | val_loss: 0.0311544 | Time: 1855.11 ms [2022-04-11 18:45:34 main:574] : INFO : Epoch 1837 | loss: 0.0311171 | val_loss: 0.0311694 | Time: 1857.4 ms [2022-04-11 18:45:36 main:574] : INFO : Epoch 1838 | loss: 0.0311225 | val_loss: 0.0311558 | Time: 1850.6 ms [2022-04-11 18:45:38 main:574] : INFO : Epoch 1839 | loss: 0.0311173 | val_loss: 0.0311533 | Time: 1849.73 ms [2022-04-11 18:45:40 main:574] : INFO : Epoch 1840 | loss: 0.0311154 | val_loss: 0.0311507 | Time: 1848.69 ms [2022-04-11 18:45:41 main:574] : INFO : Epoch 1841 | loss: 0.0311154 | val_loss: 0.0311599 | Time: 1860.44 ms [2022-04-11 18:45:43 main:574] : INFO : Epoch 1842 | loss: 0.0311143 | val_loss: 0.0311567 | Time: 1856.28 ms [2022-04-11 18:45:45 main:574] : INFO : Epoch 1843 | loss: 0.0311336 | val_loss: 0.0311599 | Time: 1850.14 ms [2022-04-11 18:45:47 main:574] : INFO : Epoch 1844 | loss: 0.0311415 | val_loss: 0.0311553 | Time: 1862.6 ms [2022-04-11 18:45:49 main:574] : INFO : Epoch 1845 | loss: 0.0311388 | val_loss: 0.0311528 | Time: 1858.08 ms [2022-04-11 18:45:51 main:574] : INFO : Epoch 1846 | loss: 0.0311348 | val_loss: 0.0311531 | Time: 1845.17 ms [2022-04-11 18:45:53 main:574] : INFO : Epoch 1847 | loss: 0.0311321 | val_loss: 0.0311558 | Time: 1868.25 ms [2022-04-11 18:45:54 main:574] : INFO : Epoch 1848 | loss: 0.0311299 | val_loss: 0.0311538 | Time: 1851.89 ms [2022-04-11 18:45:56 main:574] : INFO : Epoch 1849 | loss: 0.0311278 | val_loss: 0.031153 | Time: 1843.79 ms [2022-04-11 18:45:58 main:574] : INFO : Epoch 1850 | loss: 0.0311234 | val_loss: 0.0311528 | Time: 1852 ms [2022-04-11 18:46:00 main:574] : INFO : Epoch 1851 | loss: 0.0311246 | val_loss: 0.0311569 | Time: 1860.6 ms [2022-04-11 18:46:02 main:574] : INFO : Epoch 1852 | loss: 0.0311239 | val_loss: 0.0311617 | Time: 1846.04 ms [2022-04-11 18:46:04 main:574] : INFO : Epoch 1853 | loss: 0.0311236 | val_loss: 0.0311511 | Time: 1862.62 ms [2022-04-11 18:46:06 main:574] : INFO : Epoch 1854 | loss: 0.0311211 | val_loss: 0.0311601 | Time: 1857.1 ms [2022-04-11 18:46:07 main:574] : INFO : Epoch 1855 | loss: 0.0311213 | val_loss: 0.031155 | Time: 1842.21 ms [2022-04-11 18:46:09 main:574] : INFO : Epoch 1856 | loss: 0.0311212 | val_loss: 0.0311526 | Time: 1844.85 ms [2022-04-11 18:46:11 main:574] : INFO : Epoch 1857 | loss: 0.0311169 | val_loss: 0.0311539 | Time: 1856.74 ms [2022-04-11 18:46:13 main:574] : INFO : Epoch 1858 | loss: 0.0311195 | val_loss: 0.0311608 | Time: 1840.58 ms [2022-04-11 18:46:15 main:574] : INFO : Epoch 1859 | loss: 0.0311203 | val_loss: 0.0311544 | Time: 1848.92 ms [2022-04-11 18:46:17 main:574] : INFO : Epoch 1860 | loss: 0.0311166 | val_loss: 0.0311552 | Time: 1847.36 ms [2022-04-11 18:46:19 main:574] : INFO : Epoch 1861 | loss: 0.0311159 | val_loss: 0.0311554 | Time: 1845.86 ms [2022-04-11 18:46:20 main:574] : INFO : Epoch 1862 | loss: 0.0311152 | val_loss: 0.0311559 | Time: 1850.83 ms [2022-04-11 18:46:22 main:574] : INFO : Epoch 1863 | loss: 0.0311148 | val_loss: 0.0311535 | Time: 1852.59 ms [2022-04-11 18:46:24 main:574] : INFO : Epoch 1864 | loss: 0.0311134 | val_loss: 0.0311514 | Time: 1855.75 ms [2022-04-11 18:46:26 main:574] : INFO : Epoch 1865 | loss: 0.0311128 | val_loss: 0.0311559 | Time: 1857.93 ms [2022-04-11 18:46:28 main:574] : INFO : Epoch 1866 | loss: 0.0311137 | val_loss: 0.0311525 | Time: 1850.15 ms [2022-04-11 18:46:30 main:574] : INFO : Epoch 1867 | loss: 0.0311117 | val_loss: 0.0311573 | Time: 1849.04 ms [2022-04-11 18:46:32 main:574] : INFO : Epoch 1868 | loss: 0.031115 | val_loss: 0.0311555 | Time: 1858.08 ms [2022-04-11 18:46:33 main:574] : INFO : Epoch 1869 | loss: 0.0311119 | val_loss: 0.0311529 | Time: 1849.14 ms [2022-04-11 18:46:35 main:574] : INFO : Epoch 1870 | loss: 0.0311112 | val_loss: 0.0311545 | Time: 1848.48 ms [2022-04-11 18:46:37 main:574] : INFO : Epoch 1871 | loss: 0.0311119 | val_loss: 0.031168 | Time: 1853.77 ms [2022-04-11 18:46:39 main:574] : INFO : Epoch 1872 | loss: 0.0311207 | val_loss: 0.0311514 | Time: 1846.85 ms [2022-04-11 18:46:41 main:574] : INFO : Epoch 1873 | loss: 0.0311356 | val_loss: 0.0311662 | Time: 1846.3 ms [2022-04-11 18:46:43 main:574] : INFO : Epoch 1874 | loss: 0.0311266 | val_loss: 0.0311542 | Time: 1856.37 ms [2022-04-11 18:46:44 main:574] : INFO : Epoch 1875 | loss: 0.0311174 | val_loss: 0.0311553 | Time: 1855.24 ms [2022-04-11 18:46:46 main:574] : INFO : Epoch 1876 | loss: 0.0311145 | val_loss: 0.0311526 | Time: 1847.69 ms [2022-04-11 18:46:48 main:574] : INFO : Epoch 1877 | loss: 0.0311142 | val_loss: 0.0311491 | Time: 1847.84 ms [2022-04-11 18:46:50 main:574] : INFO : Epoch 1878 | loss: 0.0311151 | val_loss: 0.0311555 | Time: 1844.64 ms [2022-04-11 18:46:52 main:574] : INFO : Epoch 1879 | loss: 0.0311133 | val_loss: 0.0311606 | Time: 1855.49 ms [2022-04-11 18:46:54 main:574] : INFO : Epoch 1880 | loss: 0.0311125 | val_loss: 0.0311518 | Time: 1863.83 ms [2022-04-11 18:46:56 main:574] : INFO : Epoch 1881 | loss: 0.0311131 | val_loss: 0.0311583 | Time: 1854.65 ms [2022-04-11 18:46:57 main:574] : INFO : Epoch 1882 | loss: 0.0311093 | val_loss: 0.0311521 | Time: 1840.33 ms [2022-04-11 18:46:59 main:574] : INFO : Epoch 1883 | loss: 0.0311107 | val_loss: 0.0311565 | Time: 1851.26 ms [2022-04-11 18:47:01 main:574] : INFO : Epoch 1884 | loss: 0.0311103 | val_loss: 0.0311562 | Time: 1849.46 ms [2022-04-11 18:47:03 main:574] : INFO : Epoch 1885 | loss: 0.0311096 | val_loss: 0.0311535 | Time: 1851.84 ms [2022-04-11 18:47:05 main:574] : INFO : Epoch 1886 | loss: 0.0311083 | val_loss: 0.0311562 | Time: 1842.86 ms [2022-04-11 18:47:07 main:574] : INFO : Epoch 1887 | loss: 0.0311104 | val_loss: 0.0311575 | Time: 1851.4 ms [2022-04-11 18:47:09 main:574] : INFO : Epoch 1888 | loss: 0.0311131 | val_loss: 0.0311527 | Time: 1848.05 ms [2022-04-11 18:47:10 main:574] : INFO : Epoch 1889 | loss: 0.0311092 | val_loss: 0.031158 | Time: 1857.27 ms [2022-04-11 18:47:12 main:574] : INFO : Epoch 1890 | loss: 0.0311109 | val_loss: 0.0311586 | Time: 1847.24 ms [2022-04-11 18:47:14 main:574] : INFO : Epoch 1891 | loss: 0.031107 | val_loss: 0.0311557 | Time: 1853.34 ms [2022-04-11 18:47:16 main:574] : INFO : Epoch 1892 | loss: 0.0311124 | val_loss: 0.0311545 | Time: 1850.03 ms [2022-04-11 18:47:18 main:574] : INFO : Epoch 1893 | loss: 0.0311101 | val_loss: 0.0311568 | Time: 1840.22 ms [2022-04-11 18:47:20 main:574] : INFO : Epoch 1894 | loss: 0.0311082 | val_loss: 0.0311542 | Time: 1847.46 ms [2022-04-11 18:47:22 main:574] : INFO : Epoch 1895 | loss: 0.0311077 | val_loss: 0.0311523 | Time: 1857.98 ms [2022-04-11 18:47:23 main:574] : INFO : Epoch 1896 | loss: 0.0311064 | val_loss: 0.031158 | Time: 1837.56 ms [2022-04-11 18:47:25 main:574] : INFO : Epoch 1897 | loss: 0.0311049 | val_loss: 0.0311535 | Time: 1851.55 ms [2022-04-11 18:47:27 main:574] : INFO : Epoch 1898 | loss: 0.0311026 | val_loss: 0.0311583 | Time: 1843.55 ms [2022-04-11 18:47:29 main:574] : INFO : Epoch 1899 | loss: 0.0311058 | val_loss: 0.0311564 | Time: 1846.78 ms [2022-04-11 18:47:31 main:574] : INFO : Epoch 1900 | loss: 0.0311069 | val_loss: 0.0311532 | Time: 1847.08 ms [2022-04-11 18:47:33 main:574] : INFO : Epoch 1901 | loss: 0.0311063 | val_loss: 0.0311591 | Time: 1851.27 ms [2022-04-11 18:47:35 main:574] : INFO : Epoch 1902 | loss: 0.031104 | val_loss: 0.0311546 | Time: 1843.76 ms [2022-04-11 18:47:36 main:574] : INFO : Epoch 1903 | loss: 0.0311087 | val_loss: 0.0311552 | Time: 1857.87 ms [2022-04-11 18:47:38 main:574] : INFO : Epoch 1904 | loss: 0.0311097 | val_loss: 0.0311672 | Time: 1857.98 ms [2022-04-11 18:47:40 main:574] : INFO : Epoch 1905 | loss: 0.0311078 | val_loss: 0.0311589 | Time: 1840.61 ms [2022-04-11 18:47:42 main:574] : INFO : Epoch 1906 | loss: 0.0311085 | val_loss: 0.0311546 | Time: 1856.74 ms [2022-04-11 18:47:44 main:574] : INFO : Epoch 1907 | loss: 0.0311108 | val_loss: 0.0311561 | Time: 1856.71 ms [2022-04-11 18:47:46 main:574] : INFO : Epoch 1908 | loss: 0.0311071 | val_loss: 0.0311531 | Time: 1848.16 ms [2022-04-11 18:47:48 main:574] : INFO : Epoch 1909 | loss: 0.0311102 | val_loss: 0.0311519 | Time: 1855.1 ms [2022-04-11 18:47:49 main:574] : INFO : Epoch 1910 | loss: 0.0311116 | val_loss: 0.0311599 | Time: 1850.21 ms [2022-04-11 18:47:51 main:574] : INFO : Epoch 1911 | loss: 0.0311121 | val_loss: 0.0311511 | Time: 1849.97 ms [2022-04-11 18:47:53 main:574] : INFO : Epoch 1912 | loss: 0.0311121 | val_loss: 0.0311509 | Time: 1845.37 ms [2022-04-11 18:47:55 main:574] : INFO : Epoch 1913 | loss: 0.0311132 | val_loss: 0.0311492 | Time: 1850.96 ms [2022-04-11 18:47:57 main:574] : INFO : Epoch 1914 | loss: 0.031114 | val_loss: 0.0311572 | Time: 1844.63 ms [2022-04-11 18:47:59 main:574] : INFO : Epoch 1915 | loss: 0.0311116 | val_loss: 0.0311482 | Time: 1855.71 ms [2022-04-11 18:48:01 main:574] : INFO : Epoch 1916 | loss: 0.0311099 | val_loss: 0.0311528 | Time: 1863.31 ms [2022-04-11 18:48:02 main:574] : INFO : Epoch 1917 | loss: 0.0311126 | val_loss: 0.0311513 | Time: 1846.57 ms [2022-04-11 18:48:04 main:574] : INFO : Epoch 1918 | loss: 0.0311144 | val_loss: 0.0311505 | Time: 1847.03 ms [2022-04-11 18:48:06 main:574] : INFO : Epoch 1919 | loss: 0.0311123 | val_loss: 0.0311549 | Time: 1858.36 ms [2022-04-11 18:48:08 main:574] : INFO : Epoch 1920 | loss: 0.0311126 | val_loss: 0.0311554 | Time: 1840.91 ms [2022-04-11 18:48:10 main:574] : INFO : Epoch 1921 | loss: 0.0311145 | val_loss: 0.0311635 | Time: 1850.02 ms [2022-04-11 18:48:12 main:574] : INFO : Epoch 1922 | loss: 0.0311115 | val_loss: 0.0311548 | Time: 1858.25 ms [2022-04-11 18:48:13 main:574] : INFO : Epoch 1923 | loss: 0.0311072 | val_loss: 0.0311588 | Time: 1842.35 ms [2022-04-11 18:48:15 main:574] : INFO : Epoch 1924 | loss: 0.0311092 | val_loss: 0.0311539 | Time: 1847.08 ms [2022-04-11 18:48:17 main:574] : INFO : Epoch 1925 | loss: 0.0311087 | val_loss: 0.0311586 | Time: 1853.88 ms [2022-04-11 18:48:19 main:574] : INFO : Epoch 1926 | loss: 0.0311077 | val_loss: 0.0311596 | Time: 1850.88 ms [2022-04-11 18:48:21 main:574] : INFO : Epoch 1927 | loss: 0.0311101 | val_loss: 0.0311582 | Time: 1847.56 ms [2022-04-11 18:48:23 main:574] : INFO : Epoch 1928 | loss: 0.0311126 | val_loss: 0.0311593 | Time: 1848.65 ms [2022-04-11 18:48:25 main:574] : INFO : Epoch 1929 | loss: 0.0311098 | val_loss: 0.0311607 | Time: 1843.67 ms [2022-04-11 18:48:26 main:574] : INFO : Epoch 1930 | loss: 0.0311099 | val_loss: 0.0311606 | Time: 1855.39 ms [2022-04-11 18:48:28 main:574] : INFO : Epoch 1931 | loss: 0.0311128 | val_loss: 0.0311614 | Time: 1854.12 ms [2022-04-11 18:48:30 main:574] : INFO : Epoch 1932 | loss: 0.0311131 | val_loss: 0.0311541 | Time: 1855.16 ms [2022-04-11 18:48:32 main:574] : INFO : Epoch 1933 | loss: 0.03112 | val_loss: 0.0311553 | Time: 1847.68 ms [2022-04-11 18:48:34 main:574] : INFO : Epoch 1934 | loss: 0.0311138 | val_loss: 0.0311513 | Time: 1843.31 ms [2022-04-11 18:48:36 main:574] : INFO : Epoch 1935 | loss: 0.0311092 | val_loss: 0.031156 | Time: 1837.3 ms [2022-04-11 18:48:38 main:574] : INFO : Epoch 1936 | loss: 0.0311084 | val_loss: 0.0311566 | Time: 1851.6 ms [2022-04-11 18:48:39 main:574] : INFO : Epoch 1937 | loss: 0.0311097 | val_loss: 0.0311527 | Time: 1847.92 ms [2022-04-11 18:48:41 main:574] : INFO : Epoch 1938 | loss: 0.03111 | val_loss: 0.0311524 | Time: 1850.33 ms [2022-04-11 18:48:43 main:574] : INFO : Epoch 1939 | loss: 0.0311074 | val_loss: 0.0311603 | Time: 1844.49 ms [2022-04-11 18:48:45 main:574] : INFO : Epoch 1940 | loss: 0.031107 | val_loss: 0.0311552 | Time: 1847.37 ms [2022-04-11 18:48:47 main:574] : INFO : Epoch 1941 | loss: 0.0311066 | val_loss: 0.0311517 | Time: 1844.02 ms [2022-04-11 18:48:49 main:574] : INFO : Epoch 1942 | loss: 0.0311072 | val_loss: 0.0311493 | Time: 1855.47 ms [2022-04-11 18:48:51 main:574] : INFO : Epoch 1943 | loss: 0.0311044 | val_loss: 0.0311563 | Time: 1841.87 ms [2022-04-11 18:48:52 main:574] : INFO : Epoch 1944 | loss: 0.0311038 | val_loss: 0.0311515 | Time: 1839.42 ms [2022-04-11 18:48:54 main:574] : INFO : Epoch 1945 | loss: 0.0311033 | val_loss: 0.0311529 | Time: 1854.08 ms [2022-04-11 18:48:56 main:574] : INFO : Epoch 1946 | loss: 0.0311044 | val_loss: 0.0311557 | Time: 1854.16 ms [2022-04-11 18:48:58 main:574] : INFO : Epoch 1947 | loss: 0.0311044 | val_loss: 0.0311549 | Time: 1853.77 ms [2022-04-11 18:49:00 main:574] : INFO : Epoch 1948 | loss: 0.0311028 | val_loss: 0.0311529 | Time: 1838.46 ms [2022-04-11 18:49:02 main:574] : INFO : Epoch 1949 | loss: 0.0311061 | val_loss: 0.03116 | Time: 1831.51 ms [2022-04-11 18:49:03 main:574] : INFO : Epoch 1950 | loss: 0.031107 | val_loss: 0.0311527 | Time: 1837.93 ms [2022-04-11 18:49:05 main:574] : INFO : Epoch 1951 | loss: 0.031104 | val_loss: 0.0311591 | Time: 1836.07 ms [2022-04-11 18:49:07 main:574] : INFO : Epoch 1952 | loss: 0.0311014 | val_loss: 0.0311577 | Time: 1830.09 ms [2022-04-11 18:49:09 main:574] : INFO : Epoch 1953 | loss: 0.0311031 | val_loss: 0.0311722 | Time: 1842.34 ms [2022-04-11 18:49:11 main:574] : INFO : Epoch 1954 | loss: 0.0311109 | val_loss: 0.0311635 | Time: 1843.29 ms [2022-04-11 18:49:13 main:574] : INFO : Epoch 1955 | loss: 0.0311045 | val_loss: 0.0311541 | Time: 1841.66 ms [2022-04-11 18:49:15 main:574] : INFO : Epoch 1956 | loss: 0.0311044 | val_loss: 0.0311615 | Time: 1846.37 ms [2022-04-11 18:49:16 main:574] : INFO : Epoch 1957 | loss: 0.0311042 | val_loss: 0.0311544 | Time: 1848.64 ms [2022-04-11 18:49:18 main:574] : INFO : Epoch 1958 | loss: 0.0311005 | val_loss: 0.0311552 | Time: 1834.7 ms [2022-04-11 18:49:20 main:574] : INFO : Epoch 1959 | loss: 0.0310998 | val_loss: 0.0311598 | Time: 1839.53 ms [2022-04-11 18:49:22 main:574] : INFO : Epoch 1960 | loss: 0.0311013 | val_loss: 0.031152 | Time: 1836.8 ms [2022-04-11 18:49:24 main:574] : INFO : Epoch 1961 | loss: 0.0311021 | val_loss: 0.0311559 | Time: 1838.84 ms [2022-04-11 18:49:26 main:574] : INFO : Epoch 1962 | loss: 0.0311057 | val_loss: 0.0311551 | Time: 1841.94 ms [2022-04-11 18:49:27 main:574] : INFO : Epoch 1963 | loss: 0.0311179 | val_loss: 0.0311574 | Time: 1841.98 ms [2022-04-11 18:49:29 main:574] : INFO : Epoch 1964 | loss: 0.0311124 | val_loss: 0.0311478 | Time: 1840 ms [2022-04-11 18:49:31 main:574] : INFO : Epoch 1965 | loss: 0.0311095 | val_loss: 0.0311572 | Time: 1848.19 ms [2022-04-11 18:49:33 main:574] : INFO : Epoch 1966 | loss: 0.0311064 | val_loss: 0.0311533 | Time: 1846.02 ms [2022-04-11 18:49:35 main:574] : INFO : Epoch 1967 | loss: 0.0311056 | val_loss: 0.0311559 | Time: 1837.84 ms [2022-04-11 18:49:37 main:574] : INFO : Epoch 1968 | loss: 0.0311071 | val_loss: 0.0311534 | Time: 1842 ms [2022-04-11 18:49:39 main:574] : INFO : Epoch 1969 | loss: 0.0311074 | val_loss: 0.0311574 | Time: 1832.16 ms [2022-04-11 18:49:40 main:574] : INFO : Epoch 1970 | loss: 0.0311028 | val_loss: 0.0311605 | Time: 1837.19 ms [2022-04-11 18:49:42 main:574] : INFO : Epoch 1971 | loss: 0.0311018 | val_loss: 0.0311634 | Time: 1843.07 ms [2022-04-11 18:49:44 main:574] : INFO : Epoch 1972 | loss: 0.0310996 | val_loss: 0.031158 | Time: 1849.18 ms [2022-04-11 18:49:46 main:574] : INFO : Epoch 1973 | loss: 0.0311016 | val_loss: 0.0311576 | Time: 1842.97 ms [2022-04-11 18:49:48 main:574] : INFO : Epoch 1974 | loss: 0.0311001 | val_loss: 0.0311583 | Time: 1898.05 ms [2022-04-11 18:49:50 main:574] : INFO : Epoch 1975 | loss: 0.0311006 | val_loss: 0.0311582 | Time: 1897.23 ms [2022-04-11 18:49:52 main:574] : INFO : Epoch 1976 | loss: 0.0311005 | val_loss: 0.0311601 | Time: 1862.71 ms [2022-04-11 18:49:54 main:574] : INFO : Epoch 1977 | loss: 0.0311169 | val_loss: 0.0311593 | Time: 1949.81 ms [2022-04-11 18:49:56 main:574] : INFO : Epoch 1978 | loss: 0.0311247 | val_loss: 0.0311582 | Time: 2106.68 ms [2022-04-11 18:49:58 main:574] : INFO : Epoch 1979 | loss: 0.031117 | val_loss: 0.0311584 | Time: 2042.63 ms [2022-04-11 18:50:00 main:574] : INFO : Epoch 1980 | loss: 0.0311114 | val_loss: 0.0311508 | Time: 2088.14 ms [2022-04-11 18:50:02 main:574] : INFO : Epoch 1981 | loss: 0.0311208 | val_loss: 0.0311535 | Time: 2010.08 ms [2022-04-11 18:50:04 main:574] : INFO : Epoch 1982 | loss: 0.0311136 | val_loss: 0.0311578 | Time: 2077.51 ms [2022-04-11 18:50:06 main:574] : INFO : Epoch 1983 | loss: 0.0311114 | val_loss: 0.0311585 | Time: 2010.92 ms [2022-04-11 18:50:08 main:574] : INFO : Epoch 1984 | loss: 0.0311103 | val_loss: 0.0311575 | Time: 2291.48 ms [2022-04-11 18:50:11 main:574] : INFO : Epoch 1985 | loss: 0.0311098 | val_loss: 0.0311585 | Time: 2217.09 ms [2022-04-11 18:50:13 main:574] : INFO : Epoch 1986 | loss: 0.0311069 | val_loss: 0.0311573 | Time: 2233.63 ms [2022-04-11 18:50:15 main:574] : INFO : Epoch 1987 | loss: 0.0311037 | val_loss: 0.0311601 | Time: 2154.66 ms [2022-04-11 18:50:18 main:574] : INFO : Epoch 1988 | loss: 0.0311051 | val_loss: 0.0311583 | Time: 2437.91 ms [2022-04-11 18:50:20 main:574] : INFO : Epoch 1989 | loss: 0.0311025 | val_loss: 0.0311622 | Time: 2185.91 ms [2022-04-11 18:50:22 main:574] : INFO : Epoch 1990 | loss: 0.031103 | val_loss: 0.0311595 | Time: 2156.11 ms [2022-04-11 18:50:24 main:574] : INFO : Epoch 1991 | loss: 0.0311024 | val_loss: 0.0311573 | Time: 2117.95 ms [2022-04-11 18:50:26 main:574] : INFO : Epoch 1992 | loss: 0.0311017 | val_loss: 0.031159 | Time: 2254.87 ms [2022-04-11 18:50:29 main:574] : INFO : Epoch 1993 | loss: 0.0311033 | val_loss: 0.0311574 | Time: 2291.57 ms [2022-04-11 18:50:31 main:574] : INFO : Epoch 1994 | loss: 0.031107 | val_loss: 0.0311543 | Time: 2387.77 ms [2022-04-11 18:50:33 main:574] : INFO : Epoch 1995 | loss: 0.0311067 | val_loss: 0.031155 | Time: 2256.78 ms [2022-04-11 18:50:36 main:574] : INFO : Epoch 1996 | loss: 0.0311035 | val_loss: 0.0311579 | Time: 2292.47 ms [2022-04-11 18:50:38 main:574] : INFO : Epoch 1997 | loss: 0.0311029 | val_loss: 0.031157 | Time: 2272.78 ms [2022-04-11 18:50:40 main:574] : INFO : Epoch 1998 | loss: 0.031101 | val_loss: 0.0311631 | Time: 2217.23 ms [2022-04-11 18:50:42 main:574] : INFO : Epoch 1999 | loss: 0.0311077 | val_loss: 0.0311566 | Time: 2096.46 ms [2022-04-11 18:50:44 main:574] : INFO : Epoch 2000 | loss: 0.0311065 | val_loss: 0.0311573 | Time: 2274.59 ms [2022-04-11 18:50:47 main:574] : INFO : Epoch 2001 | loss: 0.0311019 | val_loss: 0.0311542 | Time: 2357.23 ms [2022-04-11 18:50:49 main:574] : INFO : Epoch 2002 | loss: 0.0311 | val_loss: 0.031156 | Time: 2522.01 ms [2022-04-11 18:50:52 main:574] : INFO : Epoch 2003 | loss: 0.0311004 | val_loss: 0.0311579 | Time: 2572.13 ms [2022-04-11 18:50:55 main:574] : INFO : Epoch 2004 | loss: 0.0311048 | val_loss: 0.0311644 | Time: 3333.18 ms [2022-04-11 18:50:58 main:574] : INFO : Epoch 2005 | loss: 0.0310998 | val_loss: 0.0311626 | Time: 3064.61 ms [2022-04-11 18:51:01 main:574] : INFO : Epoch 2006 | loss: 0.0310997 | val_loss: 0.0311589 | Time: 2604.66 ms [2022-04-11 18:51:04 main:574] : INFO : Epoch 2007 | loss: 0.0310983 | val_loss: 0.031161 | Time: 2799.69 ms [2022-04-11 18:51:06 main:574] : INFO : Epoch 2008 | loss: 0.0311025 | val_loss: 0.0311602 | Time: 2527.42 ms [2022-04-11 18:51:09 main:574] : INFO : Epoch 2009 | loss: 0.0311049 | val_loss: 0.0311552 | Time: 2302.03 ms [2022-04-11 18:51:11 main:574] : INFO : Epoch 2010 | loss: 0.0311016 | val_loss: 0.0311592 | Time: 2267.76 ms [2022-04-11 18:51:13 main:574] : INFO : Epoch 2011 | loss: 0.0310993 | val_loss: 0.0311619 | Time: 2126.26 ms [2022-04-11 18:51:15 main:574] : INFO : Epoch 2012 | loss: 0.0311052 | val_loss: 0.0311597 | Time: 2065.68 ms [2022-04-11 18:51:17 main:574] : INFO : Epoch 2013 | loss: 0.0311087 | val_loss: 0.0311567 | Time: 2183.65 ms [2022-04-11 18:51:19 main:574] : INFO : Epoch 2014 | loss: 0.0311043 | val_loss: 0.031158 | Time: 2121.74 ms [2022-04-11 18:51:22 main:574] : INFO : Epoch 2015 | loss: 0.0311057 | val_loss: 0.031161 | Time: 2174.48 ms [2022-04-11 18:51:23 main:574] : INFO : Epoch 2016 | loss: 0.0311169 | val_loss: 0.0311548 | Time: 1916.02 ms [2022-04-11 18:51:25 main:574] : INFO : Epoch 2017 | loss: 0.0311111 | val_loss: 0.0311587 | Time: 1864.3 ms [2022-04-11 18:51:27 main:574] : INFO : Epoch 2018 | loss: 0.0311113 | val_loss: 0.0311526 | Time: 1867.92 ms [2022-04-11 18:51:29 main:574] : INFO : Epoch 2019 | loss: 0.0311079 | val_loss: 0.0311651 | Time: 1858.27 ms [2022-04-11 18:51:31 main:574] : INFO : Epoch 2020 | loss: 0.0311047 | val_loss: 0.0311534 | Time: 1867.87 ms [2022-04-11 18:51:33 main:574] : INFO : Epoch 2021 | loss: 0.0311009 | val_loss: 0.031165 | Time: 1868.93 ms [2022-04-11 18:51:35 main:574] : INFO : Epoch 2022 | loss: 0.0311016 | val_loss: 0.0311532 | Time: 1881.76 ms [2022-04-11 18:51:37 main:574] : INFO : Epoch 2023 | loss: 0.031103 | val_loss: 0.031165 | Time: 1872.86 ms [2022-04-11 18:51:38 main:574] : INFO : Epoch 2024 | loss: 0.0310994 | val_loss: 0.0311565 | Time: 1876.22 ms [2022-04-11 18:51:40 main:574] : INFO : Epoch 2025 | loss: 0.0311007 | val_loss: 0.0311574 | Time: 1859.58 ms [2022-04-11 18:51:42 main:574] : INFO : Epoch 2026 | loss: 0.0311012 | val_loss: 0.0311592 | Time: 1881.03 ms [2022-04-11 18:51:44 main:574] : INFO : Epoch 2027 | loss: 0.0311058 | val_loss: 0.0311558 | Time: 1873.57 ms [2022-04-11 18:51:46 main:574] : INFO : Epoch 2028 | loss: 0.0311073 | val_loss: 0.0311632 | Time: 1881.8 ms [2022-04-11 18:51:48 main:574] : INFO : Epoch 2029 | loss: 0.0311025 | val_loss: 0.0311531 | Time: 1875.49 ms [2022-04-11 18:51:50 main:574] : INFO : Epoch 2030 | loss: 0.0311086 | val_loss: 0.031151 | Time: 1894.73 ms [2022-04-11 18:51:52 main:574] : INFO : Epoch 2031 | loss: 0.0311068 | val_loss: 0.0311551 | Time: 1857.6 ms [2022-04-11 18:51:54 main:574] : INFO : Epoch 2032 | loss: 0.0311017 | val_loss: 0.0311545 | Time: 1868.66 ms [2022-04-11 18:51:55 main:574] : INFO : Epoch 2033 | loss: 0.0311005 | val_loss: 0.031158 | Time: 1872.24 ms [2022-04-11 18:51:57 main:574] : INFO : Epoch 2034 | loss: 0.0311137 | val_loss: 0.0311483 | Time: 1874.15 ms [2022-04-11 18:51:59 main:574] : INFO : Epoch 2035 | loss: 0.0311124 | val_loss: 0.031149 | Time: 1866.54 ms [2022-04-11 18:52:01 main:574] : INFO : Epoch 2036 | loss: 0.0311205 | val_loss: 0.0311649 | Time: 1876.32 ms [2022-04-11 18:52:03 main:574] : INFO : Epoch 2037 | loss: 0.031115 | val_loss: 0.0311539 | Time: 1869.32 ms [2022-04-11 18:52:05 main:574] : INFO : Epoch 2038 | loss: 0.0311092 | val_loss: 0.0311525 | Time: 1871.31 ms [2022-04-11 18:52:07 main:574] : INFO : Epoch 2039 | loss: 0.0311076 | val_loss: 0.0311533 | Time: 1885.11 ms [2022-04-11 18:52:09 main:574] : INFO : Epoch 2040 | loss: 0.0311058 | val_loss: 0.031164 | Time: 1889.59 ms [2022-04-11 18:52:10 main:574] : INFO : Epoch 2041 | loss: 0.0311142 | val_loss: 0.0311579 | Time: 1881.39 ms [2022-04-11 18:52:12 main:574] : INFO : Epoch 2042 | loss: 0.0311085 | val_loss: 0.0311506 | Time: 1881.13 ms [2022-04-11 18:52:14 main:574] : INFO : Epoch 2043 | loss: 0.0311048 | val_loss: 0.0311552 | Time: 1889.56 ms [2022-04-11 18:52:16 main:574] : INFO : Epoch 2044 | loss: 0.0311044 | val_loss: 0.0311541 | Time: 1890.53 ms [2022-04-11 18:52:18 main:574] : INFO : Epoch 2045 | loss: 0.0311028 | val_loss: 0.0311574 | Time: 1904.62 ms [2022-04-11 18:52:20 main:574] : INFO : Epoch 2046 | loss: 0.0310998 | val_loss: 0.0311586 | Time: 1897.97 ms [2022-04-11 18:52:22 main:574] : INFO : Epoch 2047 | loss: 0.0311029 | val_loss: 0.0311497 | Time: 1901.3 ms [2022-04-11 18:52:24 main:574] : INFO : Epoch 2048 | loss: 0.0311031 | val_loss: 0.0311512 | Time: 1891.54 ms [2022-04-11 18:52:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311512 [2022-04-11 18:52:24 main:603] : INFO : Saving end state to config to file [2022-04-11 18:52:24 main:608] : INFO : Success, exiting.. 18:52:24 (13616): 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)