Task 5110621
| Name | ParityModified-1619583634-13643-0_0 |
| Workunit | 3068295 |
| Created | 28 Apr 2021, 4:20:37 UTC |
| Sent | 3 May 2021, 23:15:18 UTC |
| Report deadline | 11 May 2021, 23:15:18 UTC |
| Received | 4 May 2021, 1:09:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 4 min 45 sec |
| CPU time | 1 hours 4 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> n:581] : INFO : Epoch 1538 | loss: 0.0312357 | val_loss: 0.0312342 | Time: 1853.86 ms [2021-05-03 20:17:58 main:581] : INFO : Epoch 1539 | loss: 0.0312378 | val_loss: 0.0312368 | Time: 1862.79 ms [2021-05-03 20:18:00 main:581] : INFO : Epoch 1540 | loss: 0.031235 | val_loss: 0.0312363 | Time: 1865.26 ms [2021-05-03 20:18:02 main:581] : INFO : Epoch 1541 | loss: 0.0312339 | val_loss: 0.0312308 | Time: 1859.57 ms [2021-05-03 20:18:04 main:581] : INFO : Epoch 1542 | loss: 0.031233 | val_loss: 0.0312308 | Time: 1860.89 ms [2021-05-03 20:18:06 main:581] : INFO : Epoch 1543 | loss: 0.0312342 | val_loss: 0.0312353 | Time: 1862.05 ms [2021-05-03 20:18:08 main:581] : INFO : Epoch 1544 | loss: 0.0312348 | val_loss: 0.0312326 | Time: 1863.6 ms [2021-05-03 20:18:09 main:581] : INFO : Epoch 1545 | loss: 0.0312332 | val_loss: 0.0312383 | Time: 1857.26 ms [2021-05-03 20:18:11 main:581] : INFO : Epoch 1546 | loss: 0.031238 | val_loss: 0.0312331 | Time: 1851.4 ms [2021-05-03 20:18:13 main:581] : INFO : Epoch 1547 | loss: 0.0312358 | val_loss: 0.0312331 | Time: 1862.88 ms [2021-05-03 20:18:15 main:581] : INFO : Epoch 1548 | loss: 0.0312357 | val_loss: 0.0312376 | Time: 1861.58 ms [2021-05-03 20:18:17 main:581] : INFO : Epoch 1549 | loss: 0.0312398 | val_loss: 0.0312329 | Time: 1858.45 ms [2021-05-03 20:18:19 main:581] : INFO : Epoch 1550 | loss: 0.0312347 | val_loss: 0.0312313 | Time: 1826.27 ms [2021-05-03 20:18:21 main:581] : INFO : Epoch 1551 | loss: 0.0312334 | val_loss: 0.0312307 | Time: 1865.8 ms [2021-05-03 20:18:22 main:581] : INFO : Epoch 1552 | loss: 0.0312326 | val_loss: 0.0312314 | Time: 1856.97 ms [2021-05-03 20:18:24 main:581] : INFO : Epoch 1553 | loss: 0.0312335 | val_loss: 0.0312305 | Time: 1859.78 ms [2021-05-03 20:18:26 main:581] : INFO : Epoch 1554 | loss: 0.0312333 | val_loss: 0.0312372 | Time: 1864.26 ms [2021-05-03 20:18:28 main:581] : INFO : Epoch 1555 | loss: 0.0312339 | val_loss: 0.0312319 | Time: 1868.76 ms [2021-05-03 20:18:30 main:581] : INFO : Epoch 1556 | loss: 0.0312346 | val_loss: 0.031234 | Time: 1859.79 ms [2021-05-03 20:18:32 main:581] : INFO : Epoch 1557 | loss: 0.0312348 | val_loss: 0.0312306 | Time: 1864.21 ms [2021-05-03 20:18:34 main:581] : INFO : Epoch 1558 | loss: 0.0312345 | val_loss: 0.0312326 | Time: 1862.51 ms [2021-05-03 20:18:35 main:581] : INFO : Epoch 1559 | loss: 0.0312339 | val_loss: 0.0312303 | Time: 1859.81 ms [2021-05-03 20:18:37 main:581] : INFO : Epoch 1560 | loss: 0.0312332 | val_loss: 0.0312306 | Time: 1861.53 ms [2021-05-03 20:18:39 main:581] : INFO : Epoch 1561 | loss: 0.0312331 | val_loss: 0.0312313 | Time: 1854 ms [2021-05-03 20:18:41 main:581] : INFO : Epoch 1562 | loss: 0.0312334 | val_loss: 0.0312328 | Time: 1855.3 ms [2021-05-03 20:18:43 main:581] : INFO : Epoch 1563 | loss: 0.0312328 | val_loss: 0.0312306 | Time: 1857.29 ms [2021-05-03 20:18:45 main:581] : INFO : Epoch 1564 | loss: 0.0312336 | val_loss: 0.0312311 | Time: 1863.52 ms [2021-05-03 20:18:47 main:581] : INFO : Epoch 1565 | loss: 0.0312354 | val_loss: 0.0312339 | Time: 1870.56 ms [2021-05-03 20:18:49 main:581] : INFO : Epoch 1566 | loss: 0.0312329 | val_loss: 0.0312328 | Time: 1864.61 ms [2021-05-03 20:18:50 main:581] : INFO : Epoch 1567 | loss: 0.0312336 | val_loss: 0.0312309 | Time: 1859.55 ms [2021-05-03 20:18:52 main:581] : INFO : Epoch 1568 | loss: 0.0312323 | val_loss: 0.0312309 | Time: 1864.59 ms [2021-05-03 20:18:54 main:581] : INFO : Epoch 1569 | loss: 0.0312321 | val_loss: 0.0312302 | Time: 1870.03 ms [2021-05-03 20:18:56 main:581] : INFO : Epoch 1570 | loss: 0.031233 | val_loss: 0.0312303 | Time: 1867.14 ms [2021-05-03 20:18:58 main:581] : INFO : Epoch 1571 | loss: 0.0312332 | val_loss: 0.0312335 | Time: 1858.64 ms [2021-05-03 20:19:00 main:581] : INFO : Epoch 1572 | loss: 0.0312328 | val_loss: 0.0312297 | Time: 1862.61 ms [2021-05-03 20:19:02 main:581] : INFO : Epoch 1573 | loss: 0.0312321 | val_loss: 0.0312299 | Time: 1866.39 ms [2021-05-03 20:19:03 main:581] : INFO : Epoch 1574 | loss: 0.0312334 | val_loss: 0.0312313 | Time: 1857.03 ms [2021-05-03 20:19:05 main:581] : INFO : Epoch 1575 | loss: 0.031236 | val_loss: 0.031239 | Time: 1863.57 ms [2021-05-03 20:19:07 main:581] : INFO : Epoch 1576 | loss: 0.0312351 | val_loss: 0.0312392 | Time: 1869.62 ms [2021-05-03 20:19:09 main:581] : INFO : Epoch 1577 | loss: 0.0312358 | val_loss: 0.0312303 | Time: 1856.71 ms [2021-05-03 20:19:11 main:581] : INFO : Epoch 1578 | loss: 0.0312328 | val_loss: 0.0312295 | Time: 1859.54 ms [2021-05-03 20:19:13 main:581] : INFO : Epoch 1579 | loss: 0.0312345 | val_loss: 0.0312308 | Time: 1874.51 ms [2021-05-03 20:19:15 main:581] : INFO : Epoch 1580 | loss: 0.0312343 | val_loss: 0.03123 | Time: 1857.45 ms [2021-05-03 20:19:16 main:581] : INFO : Epoch 1581 | loss: 0.031232 | val_loss: 0.031233 | Time: 1859.58 ms [2021-05-03 20:19:18 main:581] : INFO : Epoch 1582 | loss: 0.0312341 | val_loss: 0.0312309 | Time: 1870.2 ms [2021-05-03 20:19:20 main:581] : INFO : Epoch 1583 | loss: 0.0312327 | val_loss: 0.0312318 | Time: 1868.54 ms [2021-05-03 20:19:22 main:581] : INFO : Epoch 1584 | loss: 0.031232 | val_loss: 0.0312291 | Time: 1860.85 ms [2021-05-03 20:19:24 main:581] : INFO : Epoch 1585 | loss: 0.0312313 | val_loss: 0.0312298 | Time: 1864.06 ms [2021-05-03 20:19:26 main:581] : INFO : Epoch 1586 | loss: 0.0312314 | val_loss: 0.0312368 | Time: 1863.01 ms [2021-05-03 20:19:28 main:581] : INFO : Epoch 1587 | loss: 0.0312374 | val_loss: 0.0312305 | Time: 1858.18 ms [2021-05-03 20:19:30 main:581] : INFO : Epoch 1588 | loss: 0.0312351 | val_loss: 0.0312309 | Time: 1865.36 ms [2021-05-03 20:19:31 main:581] : INFO : Epoch 1589 | loss: 0.0312321 | val_loss: 0.0312292 | Time: 1869.96 ms [2021-05-03 20:19:33 main:581] : INFO : Epoch 1590 | loss: 0.0312334 | val_loss: 0.031232 | Time: 1862.2 ms [2021-05-03 20:19:35 main:581] : INFO : Epoch 1591 | loss: 0.0312343 | val_loss: 0.0312322 | Time: 1860.16 ms [2021-05-03 20:19:37 main:581] : INFO : Epoch 1592 | loss: 0.031235 | val_loss: 0.0312306 | Time: 1862.51 ms [2021-05-03 20:19:39 main:581] : INFO : Epoch 1593 | loss: 0.0312323 | val_loss: 0.0312324 | Time: 1875.47 ms [2021-05-03 20:19:41 main:581] : INFO : Epoch 1594 | loss: 0.0312339 | val_loss: 0.0312306 | Time: 1862.01 ms [2021-05-03 20:19:43 main:581] : INFO : Epoch 1595 | loss: 0.0312327 | val_loss: 0.0312327 | Time: 1859.02 ms [2021-05-03 20:19:44 main:581] : INFO : Epoch 1596 | loss: 0.0312327 | val_loss: 0.0312291 | Time: 1866.21 ms [2021-05-03 20:19:46 main:581] : INFO : Epoch 1597 | loss: 0.0312313 | val_loss: 0.0312293 | Time: 1872.42 ms [2021-05-03 20:19:48 main:581] : INFO : Epoch 1598 | loss: 0.0312317 | val_loss: 0.0312294 | Time: 1858.77 ms [2021-05-03 20:19:50 main:581] : INFO : Epoch 1599 | loss: 0.0312358 | val_loss: 0.0312359 | Time: 1865.93 ms [2021-05-03 20:19:52 main:581] : INFO : Epoch 1600 | loss: 0.0312352 | val_loss: 0.0312314 | Time: 1865.52 ms [2021-05-03 20:19:54 main:581] : INFO : Epoch 1601 | loss: 0.0312323 | val_loss: 0.0312325 | Time: 1868.64 ms [2021-05-03 20:19:56 main:581] : INFO : Epoch 1602 | loss: 0.0312316 | val_loss: 0.0312306 | Time: 1828.26 ms [2021-05-03 20:19:57 main:581] : INFO : Epoch 1603 | loss: 0.0312318 | val_loss: 0.0312309 | Time: 1862.02 ms [2021-05-03 20:19:59 main:581] : INFO : Epoch 1604 | loss: 0.0312317 | val_loss: 0.0312326 | Time: 1866.42 ms [2021-05-03 20:20:01 main:581] : INFO : Epoch 1605 | loss: 0.031234 | val_loss: 0.0312309 | Time: 1875.92 ms [2021-05-03 20:20:03 main:581] : INFO : Epoch 1606 | loss: 0.0312313 | val_loss: 0.031229 | Time: 1864.65 ms [2021-05-03 20:20:05 main:581] : INFO : Epoch 1607 | loss: 0.0312311 | val_loss: 0.0312294 | Time: 1863.16 ms [2021-05-03 20:20:07 main:581] : INFO : Epoch 1608 | loss: 0.0312346 | val_loss: 0.0312292 | Time: 1860.83 ms [2021-05-03 20:20:09 main:581] : INFO : Epoch 1609 | loss: 0.0312316 | val_loss: 0.0312298 | Time: 1870.74 ms [2021-05-03 20:20:11 main:581] : INFO : Epoch 1610 | loss: 0.0312313 | val_loss: 0.0312295 | Time: 1875.03 ms [2021-05-03 20:20:12 main:581] : INFO : Epoch 1611 | loss: 0.0312324 | val_loss: 0.031229 | Time: 1861.12 ms [2021-05-03 20:20:14 main:581] : INFO : Epoch 1612 | loss: 0.0312315 | val_loss: 0.0312288 | Time: 1856.42 ms [2021-05-03 20:20:16 main:581] : INFO : Epoch 1613 | loss: 0.0312326 | val_loss: 0.031233 | Time: 1859.79 ms [2021-05-03 20:20:18 main:581] : INFO : Epoch 1614 | loss: 0.0312339 | val_loss: 0.0312309 | Time: 1872.12 ms [2021-05-03 20:20:20 main:581] : INFO : Epoch 1615 | loss: 0.0312348 | val_loss: 0.0312305 | Time: 1862.29 ms [2021-05-03 20:20:22 main:581] : INFO : Epoch 1616 | loss: 0.031232 | val_loss: 0.0312299 | Time: 1861.83 ms [2021-05-03 20:20:24 main:581] : INFO : Epoch 1617 | loss: 0.0312328 | val_loss: 0.0312302 | Time: 1789.33 ms [2021-05-03 20:20:25 main:581] : INFO : Epoch 1618 | loss: 0.0312322 | val_loss: 0.03123 | Time: 1872.63 ms [2021-05-03 20:20:27 main:581] : INFO : Epoch 1619 | loss: 0.0312305 | val_loss: 0.0312283 | Time: 1863.68 ms [2021-05-03 20:20:29 main:581] : INFO : Epoch 1620 | loss: 0.0312315 | val_loss: 0.0312282 | Time: 1860.43 ms [2021-05-03 20:20:31 main:581] : INFO : Epoch 1621 | loss: 0.0312312 | val_loss: 0.0312283 | Time: 1867.63 ms [2021-05-03 20:20:33 main:581] : INFO : Epoch 1622 | loss: 0.0312311 | val_loss: 0.0312303 | Time: 1869.99 ms [2021-05-03 20:20:35 main:581] : INFO : Epoch 1623 | loss: 0.0312317 | val_loss: 0.0312323 | Time: 1861.91 ms [2021-05-03 20:20:37 main:581] : INFO : Epoch 1624 | loss: 0.0312315 | val_loss: 0.0312291 | Time: 1859.82 ms [2021-05-03 20:20:38 main:581] : INFO : Epoch 1625 | loss: 0.0312332 | val_loss: 0.0312337 | Time: 1864.68 ms [2021-05-03 20:20:40 main:581] : INFO : Epoch 1626 | loss: 0.0312331 | val_loss: 0.0312295 | Time: 1858.82 ms [2021-05-03 20:20:42 main:581] : INFO : Epoch 1627 | loss: 0.0312312 | val_loss: 0.0312282 | Time: 1843.67 ms [2021-05-03 20:20:44 main:581] : INFO : Epoch 1628 | loss: 0.0312324 | val_loss: 0.0312289 | Time: 1866.93 ms [2021-05-03 20:20:46 main:581] : INFO : Epoch 1629 | loss: 0.0312327 | val_loss: 0.0312287 | Time: 1858.75 ms [2021-05-03 20:20:48 main:581] : INFO : Epoch 1630 | loss: 0.0312304 | val_loss: 0.0312329 | Time: 1858.93 ms [2021-05-03 20:20:50 main:581] : INFO : Epoch 1631 | loss: 0.0312305 | val_loss: 0.0312284 | Time: 1866.48 ms [2021-05-03 20:20:51 main:581] : INFO : Epoch 1632 | loss: 0.0312298 | val_loss: 0.0312277 | Time: 1860.91 ms [2021-05-03 20:20:53 main:581] : INFO : Epoch 1633 | loss: 0.0312291 | val_loss: 0.0312274 | Time: 1855.57 ms [2021-05-03 20:20:55 main:581] : INFO : Epoch 1634 | loss: 0.0312305 | val_loss: 0.0312277 | Time: 1861.01 ms [2021-05-03 20:20:57 main:581] : INFO : Epoch 1635 | loss: 0.0312315 | val_loss: 0.0312268 | Time: 1865.93 ms [2021-05-03 20:20:59 main:581] : INFO : Epoch 1636 | loss: 0.0312291 | val_loss: 0.0312293 | Time: 1856.53 ms [2021-05-03 20:21:01 main:581] : INFO : Epoch 1637 | loss: 0.0312298 | val_loss: 0.0312276 | Time: 1857.91 ms [2021-05-03 20:21:03 main:581] : INFO : Epoch 1638 | loss: 0.031229 | val_loss: 0.0312292 | Time: 1858.39 ms [2021-05-03 20:21:04 main:581] : INFO : Epoch 1639 | loss: 0.0312298 | val_loss: 0.0312299 | Time: 1863.29 ms [2021-05-03 20:21:06 main:581] : INFO : Epoch 1640 | loss: 0.0312292 | val_loss: 0.031227 | Time: 1856.57 ms [2021-05-03 20:21:08 main:581] : INFO : Epoch 1641 | loss: 0.031229 | val_loss: 0.0312275 | Time: 1855.81 ms [2021-05-03 20:21:10 main:581] : INFO : Epoch 1642 | loss: 0.0312297 | val_loss: 0.0312288 | Time: 1851.95 ms [2021-05-03 20:21:12 main:581] : INFO : Epoch 1643 | loss: 0.0312306 | val_loss: 0.0312267 | Time: 1862.66 ms [2021-05-03 20:21:14 main:581] : INFO : Epoch 1644 | loss: 0.0312302 | val_loss: 0.0312318 | Time: 1863.85 ms [2021-05-03 20:21:16 main:581] : INFO : Epoch 1645 | loss: 0.0312302 | val_loss: 0.0312269 | Time: 1861.01 ms [2021-05-03 20:21:17 main:581] : INFO : Epoch 1646 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 1862.39 ms [2021-05-03 20:21:19 main:581] : INFO : Epoch 1647 | loss: 0.0312309 | val_loss: 0.0312297 | Time: 1866.2 ms [2021-05-03 20:21:21 main:581] : INFO : Epoch 1648 | loss: 0.0312307 | val_loss: 0.0312277 | Time: 1868.09 ms [2021-05-03 20:21:23 main:581] : INFO : Epoch 1649 | loss: 0.0312282 | val_loss: 0.0312264 | Time: 1863.21 ms [2021-05-03 20:21:25 main:581] : INFO : Epoch 1650 | loss: 0.0312285 | val_loss: 0.0312289 | Time: 1866.64 ms [2021-05-03 20:21:27 main:581] : INFO : Epoch 1651 | loss: 0.0312313 | val_loss: 0.0312262 | Time: 1856.49 ms [2021-05-03 20:21:29 main:581] : INFO : Epoch 1652 | loss: 0.0312289 | val_loss: 0.0312281 | Time: 1856.86 ms [2021-05-03 20:21:31 main:581] : INFO : Epoch 1653 | loss: 0.0312276 | val_loss: 0.0312284 | Time: 1865.13 ms [2021-05-03 20:21:32 main:581] : INFO : Epoch 1654 | loss: 0.0312303 | val_loss: 0.0312298 | Time: 1867.15 ms [2021-05-03 20:21:34 main:581] : INFO : Epoch 1655 | loss: 0.0312283 | val_loss: 0.0312254 | Time: 1860.18 ms [2021-05-03 20:21:36 main:581] : INFO : Epoch 1656 | loss: 0.0312277 | val_loss: 0.0312263 | Time: 1858.15 ms [2021-05-03 20:21:38 main:581] : INFO : Epoch 1657 | loss: 0.0312301 | val_loss: 0.0312373 | Time: 1833.92 ms [2021-05-03 20:21:40 main:581] : INFO : Epoch 1658 | loss: 0.0312318 | val_loss: 0.0312309 | Time: 1865.38 ms [2021-05-03 20:21:42 main:581] : INFO : Epoch 1659 | loss: 0.031229 | val_loss: 0.0312264 | Time: 1862.77 ms [2021-05-03 20:21:44 main:581] : INFO : Epoch 1660 | loss: 0.03123 | val_loss: 0.0312272 | Time: 1857.7 ms [2021-05-03 20:21:45 main:581] : INFO : Epoch 1661 | loss: 0.0312278 | val_loss: 0.0312259 | Time: 1861.73 ms [2021-05-03 20:21:47 main:581] : INFO : Epoch 1662 | loss: 0.0312282 | val_loss: 0.0312308 | Time: 1866.24 ms [2021-05-03 20:21:49 main:581] : INFO : Epoch 1663 | loss: 0.0312311 | val_loss: 0.0312314 | Time: 1859.5 ms [2021-05-03 20:21:51 main:581] : INFO : Epoch 1664 | loss: 0.0312288 | val_loss: 0.0312292 | Time: 1839.7 ms [2021-05-03 20:21:53 main:581] : INFO : Epoch 1665 | loss: 0.0312295 | val_loss: 0.0312249 | Time: 1870.24 ms [2021-05-03 20:21:55 main:581] : INFO : Epoch 1666 | loss: 0.03123 | val_loss: 0.0312303 | Time: 1849.73 ms [2021-05-03 20:21:57 main:581] : INFO : Epoch 1667 | loss: 0.0312312 | val_loss: 0.0312261 | Time: 1855.19 ms [2021-05-03 20:21:58 main:581] : INFO : Epoch 1668 | loss: 0.0312269 | val_loss: 0.031228 | Time: 1855.74 ms [2021-05-03 20:22:00 main:581] : INFO : Epoch 1669 | loss: 0.0312295 | val_loss: 0.0312291 | Time: 1857.34 ms [2021-05-03 20:22:02 main:581] : INFO : Epoch 1670 | loss: 0.031228 | val_loss: 0.031225 | Time: 1865.33 ms [2021-05-03 20:22:04 main:581] : INFO : Epoch 1671 | loss: 0.0312266 | val_loss: 0.0312275 | Time: 1857.66 ms [2021-05-03 20:22:06 main:581] : INFO : Epoch 1672 | loss: 0.0312279 | val_loss: 0.0312262 | Time: 1856.13 ms [2021-05-03 20:22:08 main:581] : INFO : Epoch 1673 | loss: 0.031226 | val_loss: 0.0312256 | Time: 1855.84 ms [2021-05-03 20:22:10 main:581] : INFO : Epoch 1674 | loss: 0.0312272 | val_loss: 0.0312238 | Time: 1860.11 ms [2021-05-03 20:22:11 main:581] : INFO : Epoch 1675 | loss: 0.0312257 | val_loss: 0.0312245 | Time: 1866.56 ms [2021-05-03 20:22:13 main:581] : INFO : Epoch 1676 | loss: 0.0312252 | val_loss: 0.0312239 | Time: 1856.08 ms [2021-05-03 20:22:15 main:581] : INFO : Epoch 1677 | loss: 0.0312269 | val_loss: 0.0312287 | Time: 1855.9 ms [2021-05-03 20:22:17 main:581] : INFO : Epoch 1678 | loss: 0.0312268 | val_loss: 0.0312265 | Time: 1854.87 ms [2021-05-03 20:22:19 main:581] : INFO : Epoch 1679 | loss: 0.0312255 | val_loss: 0.0312267 | Time: 1860.67 ms [2021-05-03 20:22:21 main:581] : INFO : Epoch 1680 | loss: 0.0312271 | val_loss: 0.0312245 | Time: 1865.85 ms [2021-05-03 20:22:23 main:581] : INFO : Epoch 1681 | loss: 0.0312268 | val_loss: 0.0312239 | Time: 1855.52 ms [2021-05-03 20:22:24 main:581] : INFO : Epoch 1682 | loss: 0.0312278 | val_loss: 0.0312244 | Time: 1855.86 ms [2021-05-03 20:22:26 main:581] : INFO : Epoch 1683 | loss: 0.0312269 | val_loss: 0.0312246 | Time: 1866.45 ms [2021-05-03 20:22:28 main:581] : INFO : Epoch 1684 | loss: 0.0312256 | val_loss: 0.0312237 | Time: 1858.83 ms [2021-05-03 20:22:30 main:581] : INFO : Epoch 1685 | loss: 0.031224 | val_loss: 0.031223 | Time: 1859.21 ms [2021-05-03 20:22:32 main:581] : INFO : Epoch 1686 | loss: 0.0312256 | val_loss: 0.0312254 | Time: 1863.55 ms [2021-05-03 20:22:34 main:581] : INFO : Epoch 1687 | loss: 0.0312269 | val_loss: 0.0312224 | Time: 1865.81 ms [2021-05-03 20:22:36 main:581] : INFO : Epoch 1688 | loss: 0.0312248 | val_loss: 0.0312263 | Time: 1863.07 ms [2021-05-03 20:22:37 main:581] : INFO : Epoch 1689 | loss: 0.031224 | val_loss: 0.0312254 | Time: 1861.07 ms [2021-05-03 20:22:39 main:581] : INFO : Epoch 1690 | loss: 0.0312239 | val_loss: 0.0312235 | Time: 1862.52 ms [2021-05-03 20:22:41 main:581] : INFO : Epoch 1691 | loss: 0.0312259 | val_loss: 0.031226 | Time: 1863.56 ms [2021-05-03 20:22:43 main:581] : INFO : Epoch 1692 | loss: 0.0312235 | val_loss: 0.0312227 | Time: 1854.69 ms [2021-05-03 20:22:45 main:581] : INFO : Epoch 1693 | loss: 0.0312263 | val_loss: 0.0312244 | Time: 1859.38 ms [2021-05-03 20:22:47 main:581] : INFO : Epoch 1694 | loss: 0.0312241 | val_loss: 0.031223 | Time: 1866.8 ms [2021-05-03 20:22:49 main:581] : INFO : Epoch 1695 | loss: 0.0312235 | val_loss: 0.0312232 | Time: 1854.51 ms [2021-05-03 20:22:50 main:581] : INFO : Epoch 1696 | loss: 0.0312244 | val_loss: 0.0312226 | Time: 1853.9 ms [2021-05-03 20:22:52 main:581] : INFO : Epoch 1697 | loss: 0.0312226 | val_loss: 0.0312276 | Time: 1856.83 ms [2021-05-03 20:22:54 main:581] : INFO : Epoch 1698 | loss: 0.0312253 | val_loss: 0.0312228 | Time: 1861.88 ms [2021-05-03 20:22:56 main:581] : INFO : Epoch 1699 | loss: 0.0312232 | val_loss: 0.0312224 | Time: 1860.59 ms [2021-05-03 20:22:58 main:581] : INFO : Epoch 1700 | loss: 0.0312231 | val_loss: 0.0312226 | Time: 1856.79 ms [2021-05-03 20:23:00 main:581] : INFO : Epoch 1701 | loss: 0.0312225 | val_loss: 0.0312214 | Time: 1858.18 ms [2021-05-03 20:23:02 main:581] : INFO : Epoch 1702 | loss: 0.0312227 | val_loss: 0.0312219 | Time: 1861.93 ms [2021-05-03 20:23:03 main:581] : INFO : Epoch 1703 | loss: 0.0312242 | val_loss: 0.0312227 | Time: 1864.56 ms [2021-05-03 20:23:05 main:581] : INFO : Epoch 1704 | loss: 0.0312221 | val_loss: 0.0312212 | Time: 1856.33 ms [2021-05-03 20:23:07 main:581] : INFO : Epoch 1705 | loss: 0.0312217 | val_loss: 0.0312215 | Time: 1858.77 ms [2021-05-03 20:23:09 main:581] : INFO : Epoch 1706 | loss: 0.0312224 | val_loss: 0.0312233 | Time: 1870.39 ms [2021-05-03 20:23:11 main:581] : INFO : Epoch 1707 | loss: 0.0312225 | val_loss: 0.0312206 | Time: 1860.67 ms [2021-05-03 20:23:13 main:581] : INFO : Epoch 1708 | loss: 0.0312217 | val_loss: 0.0312205 | Time: 1864.12 ms [2021-05-03 20:23:15 main:581] : INFO : Epoch 1709 | loss: 0.031221 | val_loss: 0.0312204 | Time: 1858.5 ms [2021-05-03 20:23:17 main:581] : INFO : Epoch 1710 | loss: 0.0312211 | val_loss: 0.0312204 | Time: 1863.73 ms [2021-05-03 20:23:18 main:581] : INFO : Epoch 1711 | loss: 0.0312216 | val_loss: 0.0312227 | Time: 1855.36 ms [2021-05-03 20:23:20 main:581] : INFO : Epoch 1712 | loss: 0.0312231 | val_loss: 0.0312214 | Time: 1859.63 ms [2021-05-03 20:23:22 main:581] : INFO : Epoch 1713 | loss: 0.0312214 | val_loss: 0.0312207 | Time: 1861.66 ms [2021-05-03 20:23:24 main:581] : INFO : Epoch 1714 | loss: 0.0312211 | val_loss: 0.0312224 | Time: 1862.32 ms [2021-05-03 20:23:26 main:581] : INFO : Epoch 1715 | loss: 0.0312213 | val_loss: 0.0312226 | Time: 1861 ms [2021-05-03 20:23:28 main:581] : INFO : Epoch 1716 | loss: 0.0312226 | val_loss: 0.0312196 | Time: 1864.4 ms [2021-05-03 20:23:30 main:581] : INFO : Epoch 1717 | loss: 0.0312205 | val_loss: 0.0312198 | Time: 1859.18 ms [2021-05-03 20:23:31 main:581] : INFO : Epoch 1718 | loss: 0.0312224 | val_loss: 0.0312297 | Time: 1857.22 ms [2021-05-03 20:23:33 main:581] : INFO : Epoch 1719 | loss: 0.0312223 | val_loss: 0.0312211 | Time: 1865.4 ms [2021-05-03 20:23:35 main:581] : INFO : Epoch 1720 | loss: 0.0312209 | val_loss: 0.0312193 | Time: 1867.47 ms [2021-05-03 20:23:37 main:581] : INFO : Epoch 1721 | loss: 0.0312199 | val_loss: 0.0312192 | Time: 1858.36 ms [2021-05-03 20:23:39 main:581] : INFO : Epoch 1722 | loss: 0.0312197 | val_loss: 0.0312197 | Time: 1858.68 ms [2021-05-03 20:23:41 main:581] : INFO : Epoch 1723 | loss: 0.0312197 | val_loss: 0.0312204 | Time: 1862.25 ms [2021-05-03 20:23:43 main:581] : INFO : Epoch 1724 | loss: 0.0312201 | val_loss: 0.0312185 | Time: 1867.35 ms [2021-05-03 20:23:44 main:581] : INFO : Epoch 1725 | loss: 0.0312196 | val_loss: 0.0312189 | Time: 1857.88 ms [2021-05-03 20:23:46 main:581] : INFO : Epoch 1726 | loss: 0.03122 | val_loss: 0.0312192 | Time: 1856.97 ms [2021-05-03 20:23:48 main:581] : INFO : Epoch 1727 | loss: 0.0312206 | val_loss: 0.0312236 | Time: 1860.2 ms [2021-05-03 20:23:50 main:581] : INFO : Epoch 1728 | loss: 0.0312213 | val_loss: 0.0312226 | Time: 1861.72 ms [2021-05-03 20:23:52 main:581] : INFO : Epoch 1729 | loss: 0.0312224 | val_loss: 0.0312411 | Time: 1862.13 ms [2021-05-03 20:23:54 main:581] : INFO : Epoch 1730 | loss: 0.0312266 | val_loss: 0.0312184 | Time: 1864.9 ms [2021-05-03 20:23:56 main:581] : INFO : Epoch 1731 | loss: 0.0312207 | val_loss: 0.0312183 | Time: 1855.69 ms [2021-05-03 20:23:57 main:581] : INFO : Epoch 1732 | loss: 0.0312194 | val_loss: 0.0312206 | Time: 1860.06 ms [2021-05-03 20:23:59 main:581] : INFO : Epoch 1733 | loss: 0.0312185 | val_loss: 0.0312198 | Time: 1865.6 ms [2021-05-03 20:24:01 main:581] : INFO : Epoch 1734 | loss: 0.0312187 | val_loss: 0.0312182 | Time: 1856.23 ms [2021-05-03 20:24:03 main:581] : INFO : Epoch 1735 | loss: 0.0312182 | val_loss: 0.0312173 | Time: 1863.22 ms [2021-05-03 20:24:05 main:581] : INFO : Epoch 1736 | loss: 0.0312202 | val_loss: 0.0312185 | Time: 1867.38 ms [2021-05-03 20:24:07 main:581] : INFO : Epoch 1737 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 1861.75 ms [2021-05-03 20:24:09 main:581] : INFO : Epoch 1738 | loss: 0.0312222 | val_loss: 0.0312192 | Time: 1858.62 ms [2021-05-03 20:24:11 main:581] : INFO : Epoch 1739 | loss: 0.0312228 | val_loss: 0.0312186 | Time: 1863.09 ms [2021-05-03 20:24:12 main:581] : INFO : Epoch 1740 | loss: 0.0312182 | val_loss: 0.0312176 | Time: 1868.42 ms [2021-05-03 20:24:14 main:581] : INFO : Epoch 1741 | loss: 0.0312192 | val_loss: 0.0312184 | Time: 1859.06 ms [2021-05-03 20:24:16 main:581] : INFO : Epoch 1742 | loss: 0.0312184 | val_loss: 0.0312186 | Time: 1855.14 ms [2021-05-03 20:24:18 main:581] : INFO : Epoch 1743 | loss: 0.0312201 | val_loss: 0.0312207 | Time: 1857.51 ms [2021-05-03 20:24:20 main:581] : INFO : Epoch 1744 | loss: 0.0312202 | val_loss: 0.031217 | Time: 1866.09 ms [2021-05-03 20:24:22 main:581] : INFO : Epoch 1745 | loss: 0.0312183 | val_loss: 0.031218 | Time: 1859.29 ms [2021-05-03 20:24:24 main:581] : INFO : Epoch 1746 | loss: 0.031218 | val_loss: 0.031219 | Time: 1854.17 ms [2021-05-03 20:24:25 main:581] : INFO : Epoch 1747 | loss: 0.0312177 | val_loss: 0.0312164 | Time: 1857.57 ms [2021-05-03 20:24:27 main:581] : INFO : Epoch 1748 | loss: 0.0312186 | val_loss: 0.0312264 | Time: 1859.68 ms [2021-05-03 20:24:29 main:581] : INFO : Epoch 1749 | loss: 0.031221 | val_loss: 0.0312237 | Time: 1862.27 ms [2021-05-03 20:24:31 main:581] : INFO : Epoch 1750 | loss: 0.0312192 | val_loss: 0.0312166 | Time: 1854.31 ms [2021-05-03 20:24:33 main:581] : INFO : Epoch 1751 | loss: 0.0312173 | val_loss: 0.0312166 | Time: 1867.68 ms [2021-05-03 20:24:35 main:581] : INFO : Epoch 1752 | loss: 0.0312179 | val_loss: 0.031219 | Time: 1861.66 ms [2021-05-03 20:24:37 main:581] : INFO : Epoch 1753 | loss: 0.0312177 | val_loss: 0.031217 | Time: 1859.2 ms [2021-05-03 20:24:38 main:581] : INFO : Epoch 1754 | loss: 0.0312174 | val_loss: 0.0312166 | Time: 1861.29 ms [2021-05-03 20:24:40 main:581] : INFO : Epoch 1755 | loss: 0.0312173 | val_loss: 0.031219 | Time: 1865.26 ms [2021-05-03 20:24:42 main:581] : INFO : Epoch 1756 | loss: 0.0312194 | val_loss: 0.0312165 | Time: 1856.1 ms [2021-05-03 20:24:44 main:581] : INFO : Epoch 1757 | loss: 0.0312175 | val_loss: 0.0312158 | Time: 1828.38 ms [2021-05-03 20:24:46 main:581] : INFO : Epoch 1758 | loss: 0.0312191 | val_loss: 0.0312174 | Time: 1855.62 ms [2021-05-03 20:24:48 main:581] : INFO : Epoch 1759 | loss: 0.0312164 | val_loss: 0.031216 | Time: 1856.32 ms [2021-05-03 20:24:50 main:581] : INFO : Epoch 1760 | loss: 0.0312165 | val_loss: 0.0312163 | Time: 1861.44 ms [2021-05-03 20:24:51 main:581] : INFO : Epoch 1761 | loss: 0.0312168 | val_loss: 0.0312156 | Time: 1867.49 ms [2021-05-03 20:24:53 main:581] : INFO : Epoch 1762 | loss: 0.0312162 | val_loss: 0.031218 | Time: 1860.87 ms [2021-05-03 20:24:55 main:581] : INFO : Epoch 1763 | loss: 0.0312166 | val_loss: 0.0312154 | Time: 1856.88 ms [2021-05-03 20:24:57 main:581] : INFO : Epoch 1764 | loss: 0.0312165 | val_loss: 0.0312163 | Time: 1861.02 ms [2021-05-03 20:24:59 main:581] : INFO : Epoch 1765 | loss: 0.031217 | val_loss: 0.0312155 | Time: 1865.15 ms [2021-05-03 20:25:01 main:581] : INFO : Epoch 1766 | loss: 0.031217 | val_loss: 0.0312158 | Time: 1860.07 ms [2021-05-03 20:25:03 main:581] : INFO : Epoch 1767 | loss: 0.0312162 | val_loss: 0.031216 | Time: 1859.42 ms [2021-05-03 20:25:04 main:581] : INFO : Epoch 1768 | loss: 0.0312159 | val_loss: 0.0312151 | Time: 1865.13 ms [2021-05-03 20:25:06 main:581] : INFO : Epoch 1769 | loss: 0.0312161 | val_loss: 0.031216 | Time: 1864.27 ms [2021-05-03 20:25:08 main:581] : INFO : Epoch 1770 | loss: 0.0312162 | val_loss: 0.0312155 | Time: 1858.39 ms [2021-05-03 20:25:10 main:581] : INFO : Epoch 1771 | loss: 0.0312153 | val_loss: 0.0312167 | Time: 1865.59 ms [2021-05-03 20:25:12 main:581] : INFO : Epoch 1772 | loss: 0.0312179 | val_loss: 0.031216 | Time: 1864.99 ms [2021-05-03 20:25:14 main:581] : INFO : Epoch 1773 | loss: 0.0312164 | val_loss: 0.0312148 | Time: 1859.88 ms [2021-05-03 20:25:16 main:581] : INFO : Epoch 1774 | loss: 0.031216 | val_loss: 0.0312149 | Time: 1857.29 ms [2021-05-03 20:25:17 main:581] : INFO : Epoch 1775 | loss: 0.0312163 | val_loss: 0.0312154 | Time: 1860.45 ms [2021-05-03 20:25:19 main:581] : INFO : Epoch 1776 | loss: 0.031215 | val_loss: 0.0312143 | Time: 1864.72 ms [2021-05-03 20:25:21 main:581] : INFO : Epoch 1777 | loss: 0.0312152 | val_loss: 0.0312143 | Time: 1860.79 ms [2021-05-03 20:25:23 main:581] : INFO : Epoch 1778 | loss: 0.0312166 | val_loss: 0.0312154 | Time: 1860.86 ms [2021-05-03 20:25:25 main:581] : INFO : Epoch 1779 | loss: 0.0312151 | val_loss: 0.0312149 | Time: 1859.24 ms [2021-05-03 20:25:27 main:581] : INFO : Epoch 1780 | loss: 0.0312154 | val_loss: 0.0312155 | Time: 1862.93 ms [2021-05-03 20:25:29 main:581] : INFO : Epoch 1781 | loss: 0.0312153 | val_loss: 0.0312141 | Time: 1868.43 ms [2021-05-03 20:25:31 main:581] : INFO : Epoch 1782 | loss: 0.0312154 | val_loss: 0.0312146 | Time: 1860.98 ms [2021-05-03 20:25:32 main:581] : INFO : Epoch 1783 | loss: 0.0312148 | val_loss: 0.0312136 | Time: 1859.46 ms [2021-05-03 20:25:34 main:581] : INFO : Epoch 1784 | loss: 0.0312148 | val_loss: 0.031216 | Time: 1863.03 ms [2021-05-03 20:25:36 main:581] : INFO : Epoch 1785 | loss: 0.0312158 | val_loss: 0.0312134 | Time: 1868.48 ms [2021-05-03 20:25:38 main:581] : INFO : Epoch 1786 | loss: 0.0312137 | val_loss: 0.031216 | Time: 1858.3 ms [2021-05-03 20:25:40 main:581] : INFO : Epoch 1787 | loss: 0.0312145 | val_loss: 0.0312154 | Time: 1858.4 ms [2021-05-03 20:25:42 main:581] : INFO : Epoch 1788 | loss: 0.0312137 | val_loss: 0.0312151 | Time: 1862.5 ms [2021-05-03 20:25:44 main:581] : INFO : Epoch 1789 | loss: 0.0312141 | val_loss: 0.0312136 | Time: 1867.94 ms [2021-05-03 20:25:45 main:581] : INFO : Epoch 1790 | loss: 0.0312147 | val_loss: 0.0312159 | Time: 1861.28 ms [2021-05-03 20:25:47 main:581] : INFO : Epoch 1791 | loss: 0.0312139 | val_loss: 0.0312138 | Time: 1855.58 ms [2021-05-03 20:25:49 main:581] : INFO : Epoch 1792 | loss: 0.0312144 | val_loss: 0.0312168 | Time: 1861.09 ms [2021-05-03 20:25:51 main:581] : INFO : Epoch 1793 | loss: 0.0312184 | val_loss: 0.0312169 | Time: 1860.61 ms [2021-05-03 20:25:53 main:581] : INFO : Epoch 1794 | loss: 0.0312194 | val_loss: 0.0312159 | Time: 1857.9 ms [2021-05-03 20:25:55 main:581] : INFO : Epoch 1795 | loss: 0.0312141 | val_loss: 0.0312172 | Time: 1861.45 ms [2021-05-03 20:25:57 main:581] : INFO : Epoch 1796 | loss: 0.0312227 | val_loss: 0.0312166 | Time: 1866.34 ms [2021-05-03 20:25:58 main:581] : INFO : Epoch 1797 | loss: 0.0312149 | val_loss: 0.031214 | Time: 1857.56 ms [2021-05-03 20:26:00 main:581] : INFO : Epoch 1798 | loss: 0.0312139 | val_loss: 0.0312131 | Time: 1859.25 ms [2021-05-03 20:26:02 main:581] : INFO : Epoch 1799 | loss: 0.0312146 | val_loss: 0.0312173 | Time: 1865.52 ms [2021-05-03 20:26:04 main:581] : INFO : Epoch 1800 | loss: 0.0312131 | val_loss: 0.031214 | Time: 1863.95 ms [2021-05-03 20:26:06 main:581] : INFO : Epoch 1801 | loss: 0.031214 | val_loss: 0.0312183 | Time: 1857.59 ms [2021-05-03 20:26:08 main:581] : INFO : Epoch 1802 | loss: 0.0312134 | val_loss: 0.0312122 | Time: 1860.51 ms [2021-05-03 20:26:10 main:581] : INFO : Epoch 1803 | loss: 0.0312131 | val_loss: 0.0312129 | Time: 1866.38 ms [2021-05-03 20:26:11 main:581] : INFO : Epoch 1804 | loss: 0.0312133 | val_loss: 0.0312127 | Time: 1771.08 ms [2021-05-03 20:26:13 main:581] : INFO : Epoch 1805 | loss: 0.0312128 | val_loss: 0.0312126 | Time: 1869.87 ms [2021-05-03 20:26:15 main:581] : INFO : Epoch 1806 | loss: 0.0312123 | val_loss: 0.0312122 | Time: 1860.37 ms [2021-05-03 20:26:17 main:581] : INFO : Epoch 1807 | loss: 0.0312138 | val_loss: 0.0312145 | Time: 1852.72 ms [2021-05-03 20:26:19 main:581] : INFO : Epoch 1808 | loss: 0.0312131 | val_loss: 0.031213 | Time: 1861.44 ms [2021-05-03 20:26:21 main:581] : INFO : Epoch 1809 | loss: 0.0312135 | val_loss: 0.0312118 | Time: 1866.06 ms [2021-05-03 20:26:23 main:581] : INFO : Epoch 1810 | loss: 0.0312122 | val_loss: 0.0312148 | Time: 1863.12 ms [2021-05-03 20:26:24 main:581] : INFO : Epoch 1811 | loss: 0.0312135 | val_loss: 0.0312147 | Time: 1861.78 ms [2021-05-03 20:26:26 main:581] : INFO : Epoch 1812 | loss: 0.0312134 | val_loss: 0.0312148 | Time: 1871.56 ms [2021-05-03 20:26:28 main:581] : INFO : Epoch 1813 | loss: 0.0312142 | val_loss: 0.0312139 | Time: 1856.29 ms [2021-05-03 20:26:30 main:581] : INFO : Epoch 1814 | loss: 0.0312136 | val_loss: 0.0312168 | Time: 1870.1 ms [2021-05-03 20:26:32 main:581] : INFO : Epoch 1815 | loss: 0.0312122 | val_loss: 0.0312124 | Time: 1865.69 ms [2021-05-03 20:26:34 main:581] : INFO : Epoch 1816 | loss: 0.0312115 | val_loss: 0.0312127 | Time: 1863.08 ms [2021-05-03 20:26:36 main:581] : INFO : Epoch 1817 | loss: 0.0312118 | val_loss: 0.0312115 | Time: 1865.99 ms [2021-05-03 20:26:37 main:581] : INFO : Epoch 1818 | loss: 0.0312127 | val_loss: 0.0312151 | Time: 1870.11 ms [2021-05-03 20:26:39 main:581] : INFO : Epoch 1819 | loss: 0.0312139 | val_loss: 0.031212 | Time: 1863.62 ms [2021-05-03 20:26:41 main:581] : INFO : Epoch 1820 | loss: 0.0312124 | val_loss: 0.0312133 | Time: 1866.61 ms [2021-05-03 20:26:43 main:581] : INFO : Epoch 1821 | loss: 0.031213 | val_loss: 0.0312117 | Time: 1872.94 ms [2021-05-03 20:26:45 main:581] : INFO : Epoch 1822 | loss: 0.0312121 | val_loss: 0.0312124 | Time: 1864.6 ms [2021-05-03 20:26:47 main:581] : INFO : Epoch 1823 | loss: 0.0312121 | val_loss: 0.031212 | Time: 1864.83 ms [2021-05-03 20:26:49 main:581] : INFO : Epoch 1824 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 1868.31 ms [2021-05-03 20:26:51 main:581] : INFO : Epoch 1825 | loss: 0.0312105 | val_loss: 0.0312122 | Time: 1862.85 ms [2021-05-03 20:26:52 main:581] : INFO : Epoch 1826 | loss: 0.0312128 | val_loss: 0.0312188 | Time: 1858.43 ms [2021-05-03 20:26:54 main:581] : INFO : Epoch 1827 | loss: 0.0312141 | val_loss: 0.0312129 | Time: 1843.74 ms [2021-05-03 20:26:56 main:581] : INFO : Epoch 1828 | loss: 0.0312107 | val_loss: 0.0312113 | Time: 1871.11 ms [2021-05-03 20:26:58 main:581] : INFO : Epoch 1829 | loss: 0.0312103 | val_loss: 0.0312123 | Time: 1863.99 ms [2021-05-03 20:27:00 main:581] : INFO : Epoch 1830 | loss: 0.0312109 | val_loss: 0.0312107 | Time: 1864.58 ms [2021-05-03 20:27:02 main:581] : INFO : Epoch 1831 | loss: 0.0312109 | val_loss: 0.031212 | Time: 1868.63 ms [2021-05-03 20:27:04 main:581] : INFO : Epoch 1832 | loss: 0.0312097 | val_loss: 0.0312105 | Time: 1858.94 ms [2021-05-03 20:27:05 main:581] : INFO : Epoch 1833 | loss: 0.0312117 | val_loss: 0.0312143 | Time: 1855.98 ms [2021-05-03 20:27:07 main:581] : INFO : Epoch 1834 | loss: 0.0312109 | val_loss: 0.0312131 | Time: 1860.26 ms [2021-05-03 20:27:09 main:581] : INFO : Epoch 1835 | loss: 0.0312133 | val_loss: 0.0312141 | Time: 1862 ms [2021-05-03 20:27:11 main:581] : INFO : Epoch 1836 | loss: 0.0312113 | val_loss: 0.0312134 | Time: 1867.14 ms [2021-05-03 20:27:13 main:581] : INFO : Epoch 1837 | loss: 0.0312106 | val_loss: 0.0312103 | Time: 1857.41 ms [2021-05-03 20:27:15 main:581] : INFO : Epoch 1838 | loss: 0.0312128 | val_loss: 0.0312104 | Time: 1856.83 ms [2021-05-03 20:27:17 main:581] : INFO : Epoch 1839 | loss: 0.0312126 | val_loss: 0.03121 | Time: 1859.04 ms [2021-05-03 20:27:18 main:581] : INFO : Epoch 1840 | loss: 0.0312099 | val_loss: 0.0312108 | Time: 1862.16 ms [2021-05-03 20:27:20 main:581] : INFO : Epoch 1841 | loss: 0.0312099 | val_loss: 0.0312099 | Time: 1866.93 ms [2021-05-03 20:27:22 main:581] : INFO : Epoch 1842 | loss: 0.0312089 | val_loss: 0.0312106 | Time: 1859.31 ms [2021-05-03 20:27:24 main:581] : INFO : Epoch 1843 | loss: 0.0312095 | val_loss: 0.0312104 | Time: 1859.45 ms [2021-05-03 20:27:26 main:581] : INFO : Epoch 1844 | loss: 0.0312118 | val_loss: 0.0312112 | Time: 1861.33 ms [2021-05-03 20:27:28 main:581] : INFO : Epoch 1845 | loss: 0.0312106 | val_loss: 0.0312126 | Time: 1863.41 ms [2021-05-03 20:27:30 main:581] : INFO : Epoch 1846 | loss: 0.0312108 | val_loss: 0.0312162 | Time: 1858.4 ms [2021-05-03 20:27:31 main:581] : INFO : Epoch 1847 | loss: 0.0312095 | val_loss: 0.0312095 | Time: 1861.68 ms [2021-05-03 20:27:33 main:581] : INFO : Epoch 1848 | loss: 0.0312096 | val_loss: 0.031211 | Time: 1866.05 ms [2021-05-03 20:27:35 main:581] : INFO : Epoch 1849 | loss: 0.0312091 | val_loss: 0.0312107 | Time: 1859.15 ms [2021-05-03 20:27:37 main:581] : INFO : Epoch 1850 | loss: 0.0312097 | val_loss: 0.0312095 | Time: 1859.09 ms [2021-05-03 20:27:39 main:581] : INFO : Epoch 1851 | loss: 0.0312103 | val_loss: 0.0312134 | Time: 1846.85 ms [2021-05-03 20:27:41 main:581] : INFO : Epoch 1852 | loss: 0.0312095 | val_loss: 0.0312153 | Time: 1866.27 ms [2021-05-03 20:27:43 main:581] : INFO : Epoch 1853 | loss: 0.0312119 | val_loss: 0.0312106 | Time: 1860.47 ms [2021-05-03 20:27:45 main:581] : INFO : Epoch 1854 | loss: 0.0312091 | val_loss: 0.0312093 | Time: 1857.26 ms [2021-05-03 20:27:46 main:581] : INFO : Epoch 1855 | loss: 0.0312085 | val_loss: 0.0312095 | Time: 1859.22 ms [2021-05-03 20:27:48 main:581] : INFO : Epoch 1856 | loss: 0.0312103 | val_loss: 0.03121 | Time: 1861.81 ms [2021-05-03 20:27:50 main:581] : INFO : Epoch 1857 | loss: 0.0312084 | val_loss: 0.0312098 | Time: 1867.62 ms [2021-05-03 20:27:52 main:581] : INFO : Epoch 1858 | loss: 0.0312078 | val_loss: 0.0312112 | Time: 1864.94 ms [2021-05-03 20:27:54 main:581] : INFO : Epoch 1859 | loss: 0.0312091 | val_loss: 0.0312087 | Time: 1856.46 ms [2021-05-03 20:27:56 main:581] : INFO : Epoch 1860 | loss: 0.0312088 | val_loss: 0.0312095 | Time: 1857.22 ms [2021-05-03 20:27:58 main:581] : INFO : Epoch 1861 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 1862.44 ms [2021-05-03 20:27:59 main:581] : INFO : Epoch 1862 | loss: 0.0312087 | val_loss: 0.0312103 | Time: 1859.72 ms [2021-05-03 20:28:01 main:581] : INFO : Epoch 1863 | loss: 0.0312113 | val_loss: 0.0312144 | Time: 1855.15 ms [2021-05-03 20:28:03 main:581] : INFO : Epoch 1864 | loss: 0.031212 | val_loss: 0.0312108 | Time: 1857.34 ms [2021-05-03 20:28:05 main:581] : INFO : Epoch 1865 | loss: 0.0312087 | val_loss: 0.0312092 | Time: 1863.13 ms [2021-05-03 20:28:07 main:581] : INFO : Epoch 1866 | loss: 0.0312075 | val_loss: 0.0312092 | Time: 1864.83 ms [2021-05-03 20:28:09 main:581] : INFO : Epoch 1867 | loss: 0.031208 | val_loss: 0.0312091 | Time: 1862.94 ms [2021-05-03 20:28:11 main:581] : INFO : Epoch 1868 | loss: 0.0312104 | val_loss: 0.0312141 | Time: 1861.27 ms [2021-05-03 20:28:12 main:581] : INFO : Epoch 1869 | loss: 0.0312123 | val_loss: 0.0312089 | Time: 1856.72 ms [2021-05-03 20:28:14 main:581] : INFO : Epoch 1870 | loss: 0.031208 | val_loss: 0.031211 | Time: 1860.2 ms [2021-05-03 20:28:16 main:581] : INFO : Epoch 1871 | loss: 0.0312092 | val_loss: 0.0312096 | Time: 1866.38 ms [2021-05-03 20:28:18 main:581] : INFO : Epoch 1872 | loss: 0.031208 | val_loss: 0.0312108 | Time: 1856.56 ms [2021-05-03 20:28:20 main:581] : INFO : Epoch 1873 | loss: 0.0312077 | val_loss: 0.0312083 | Time: 1856.69 ms [2021-05-03 20:28:22 main:581] : INFO : Epoch 1874 | loss: 0.0312076 | val_loss: 0.0312087 | Time: 1859.25 ms [2021-05-03 20:28:24 main:581] : INFO : Epoch 1875 | loss: 0.0312085 | val_loss: 0.031209 | Time: 1864.72 ms [2021-05-03 20:28:25 main:581] : INFO : Epoch 1876 | loss: 0.0312089 | val_loss: 0.0312122 | Time: 1858.98 ms [2021-05-03 20:28:27 main:581] : INFO : Epoch 1877 | loss: 0.0312077 | val_loss: 0.0312085 | Time: 1857.82 ms [2021-05-03 20:28:29 main:581] : INFO : Epoch 1878 | loss: 0.0312078 | val_loss: 0.0312082 | Time: 1858.42 ms [2021-05-03 20:28:31 main:581] : INFO : Epoch 1879 | loss: 0.031207 | val_loss: 0.0312086 | Time: 1858.21 ms [2021-05-03 20:28:33 main:581] : INFO : Epoch 1880 | loss: 0.031207 | val_loss: 0.0312112 | Time: 1864.68 ms [2021-05-03 20:28:35 main:581] : INFO : Epoch 1881 | loss: 0.031208 | val_loss: 0.0312102 | Time: 1855.11 ms [2021-05-03 20:28:37 main:581] : INFO : Epoch 1882 | loss: 0.0312071 | val_loss: 0.0312087 | Time: 1851.41 ms [2021-05-03 20:28:38 main:581] : INFO : Epoch 1883 | loss: 0.0312067 | val_loss: 0.0312087 | Time: 1857.47 ms [2021-05-03 20:28:40 main:581] : INFO : Epoch 1884 | loss: 0.0312068 | val_loss: 0.0312092 | Time: 1862.99 ms [2021-05-03 20:28:42 main:581] : INFO : Epoch 1885 | loss: 0.0312069 | val_loss: 0.0312125 | Time: 1855.53 ms [2021-05-03 20:28:44 main:581] : INFO : Epoch 1886 | loss: 0.0312087 | val_loss: 0.0312095 | Time: 1857.83 ms [2021-05-03 20:28:46 main:581] : INFO : Epoch 1887 | loss: 0.0312073 | val_loss: 0.0312086 | Time: 1860.56 ms [2021-05-03 20:28:48 main:581] : INFO : Epoch 1888 | loss: 0.0312069 | val_loss: 0.0312111 | Time: 1864.74 ms [2021-05-03 20:28:50 main:581] : INFO : Epoch 1889 | loss: 0.0312086 | val_loss: 0.0312171 | Time: 1857.24 ms [2021-05-03 20:28:51 main:581] : INFO : Epoch 1890 | loss: 0.0312081 | val_loss: 0.0312083 | Time: 1857.96 ms [2021-05-03 20:28:53 main:581] : INFO : Epoch 1891 | loss: 0.0312076 | val_loss: 0.0312082 | Time: 1862.87 ms [2021-05-03 20:28:55 main:581] : INFO : Epoch 1892 | loss: 0.0312093 | val_loss: 0.0312103 | Time: 1860.61 ms [2021-05-03 20:28:57 main:581] : INFO : Epoch 1893 | loss: 0.0312083 | val_loss: 0.0312086 | Time: 1856.13 ms [2021-05-03 20:28:59 main:581] : INFO : Epoch 1894 | loss: 0.0312058 | val_loss: 0.0312079 | Time: 1853.69 ms [2021-05-03 20:29:01 main:581] : INFO : Epoch 1895 | loss: 0.0312059 | val_loss: 0.0312088 | Time: 1856.77 ms [2021-05-03 20:29:03 main:581] : INFO : Epoch 1896 | loss: 0.0312059 | val_loss: 0.0312083 | Time: 1863.07 ms [2021-05-03 20:29:04 main:581] : INFO : Epoch 1897 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 1857.25 ms [2021-05-03 20:29:06 main:581] : INFO : Epoch 1898 | loss: 0.0312055 | val_loss: 0.0312078 | Time: 1853.1 ms [2021-05-03 20:29:08 main:581] : INFO : Epoch 1899 | loss: 0.031206 | val_loss: 0.0312077 | Time: 1853.1 ms [2021-05-03 20:29:10 main:581] : INFO : Epoch 1900 | loss: 0.0312049 | val_loss: 0.0312075 | Time: 1856.64 ms [2021-05-03 20:29:12 main:581] : INFO : Epoch 1901 | loss: 0.0312053 | val_loss: 0.0312085 | Time: 1863.36 ms [2021-05-03 20:29:14 main:581] : INFO : Epoch 1902 | loss: 0.0312067 | val_loss: 0.0312084 | Time: 1856.54 ms [2021-05-03 20:29:16 main:581] : INFO : Epoch 1903 | loss: 0.0312064 | val_loss: 0.0312088 | Time: 1856.19 ms [2021-05-03 20:29:17 main:581] : INFO : Epoch 1904 | loss: 0.0312051 | val_loss: 0.031207 | Time: 1860.87 ms [2021-05-03 20:29:19 main:581] : INFO : Epoch 1905 | loss: 0.0312058 | val_loss: 0.0312082 | Time: 1864.76 ms [2021-05-03 20:29:21 main:581] : INFO : Epoch 1906 | loss: 0.0312056 | val_loss: 0.031208 | Time: 1866.03 ms [2021-05-03 20:29:23 main:581] : INFO : Epoch 1907 | loss: 0.0312065 | val_loss: 0.0312094 | Time: 1856.73 ms [2021-05-03 20:29:25 main:581] : INFO : Epoch 1908 | loss: 0.0312059 | val_loss: 0.0312071 | Time: 1857.73 ms [2021-05-03 20:29:27 main:581] : INFO : Epoch 1909 | loss: 0.0312049 | val_loss: 0.0312068 | Time: 1860.31 ms [2021-05-03 20:29:29 main:581] : INFO : Epoch 1910 | loss: 0.0312046 | val_loss: 0.031208 | Time: 1866.34 ms [2021-05-03 20:29:31 main:581] : INFO : Epoch 1911 | loss: 0.0312049 | val_loss: 0.0312083 | Time: 1860.28 ms [2021-05-03 20:29:32 main:581] : INFO : Epoch 1912 | loss: 0.0312054 | val_loss: 0.0312082 | Time: 1863.1 ms [2021-05-03 20:29:34 main:581] : INFO : Epoch 1913 | loss: 0.0312055 | val_loss: 0.0312066 | Time: 1866.88 ms [2021-05-03 20:29:36 main:581] : INFO : Epoch 1914 | loss: 0.0312053 | val_loss: 0.0312067 | Time: 1859.26 ms [2021-05-03 20:29:38 main:581] : INFO : Epoch 1915 | loss: 0.0312061 | val_loss: 0.0312071 | Time: 1859.08 ms [2021-05-03 20:29:40 main:581] : INFO : Epoch 1916 | loss: 0.0312064 | val_loss: 0.0312068 | Time: 1864.79 ms [2021-05-03 20:29:42 main:581] : INFO : Epoch 1917 | loss: 0.0312047 | val_loss: 0.0312067 | Time: 1861.34 ms [2021-05-03 20:29:44 main:581] : INFO : Epoch 1918 | loss: 0.031204 | val_loss: 0.0312086 | Time: 1856.03 ms [2021-05-03 20:29:45 main:581] : INFO : Epoch 1919 | loss: 0.0312045 | val_loss: 0.0312065 | Time: 1858.53 ms [2021-05-03 20:29:47 main:581] : INFO : Epoch 1920 | loss: 0.0312051 | val_loss: 0.0312093 | Time: 1863.26 ms [2021-05-03 20:29:49 main:581] : INFO : Epoch 1921 | loss: 0.0312058 | val_loss: 0.0312066 | Time: 1858.46 ms [2021-05-03 20:29:51 main:581] : INFO : Epoch 1922 | loss: 0.0312055 | val_loss: 0.0312068 | Time: 1865.2 ms [2021-05-03 20:29:53 main:581] : INFO : Epoch 1923 | loss: 0.0312066 | val_loss: 0.0312068 | Time: 1865.27 ms [2021-05-03 20:29:55 main:581] : INFO : Epoch 1924 | loss: 0.0312049 | val_loss: 0.0312071 | Time: 1857.78 ms [2021-05-03 20:29:57 main:581] : INFO : Epoch 1925 | loss: 0.0312049 | val_loss: 0.0312067 | Time: 1862.67 ms [2021-05-03 20:29:58 main:581] : INFO : Epoch 1926 | loss: 0.031206 | val_loss: 0.0312089 | Time: 1865.52 ms [2021-05-03 20:30:00 main:581] : INFO : Epoch 1927 | loss: 0.0312064 | val_loss: 0.0312067 | Time: 1858.91 ms [2021-05-03 20:30:02 main:581] : INFO : Epoch 1928 | loss: 0.0312065 | val_loss: 0.0312074 | Time: 1858.78 ms [2021-05-03 20:30:04 main:581] : INFO : Epoch 1929 | loss: 0.0312045 | val_loss: 0.031206 | Time: 1866.2 ms [2021-05-03 20:30:06 main:581] : INFO : Epoch 1930 | loss: 0.0312089 | val_loss: 0.0312127 | Time: 1858.23 ms [2021-05-03 20:30:08 main:581] : INFO : Epoch 1931 | loss: 0.0312181 | val_loss: 0.0312092 | Time: 1866.55 ms [2021-05-03 20:30:10 main:581] : INFO : Epoch 1932 | loss: 0.0312057 | val_loss: 0.0312062 | Time: 1860.89 ms [2021-05-03 20:30:11 main:581] : INFO : Epoch 1933 | loss: 0.0312042 | val_loss: 0.0312067 | Time: 1860.36 ms [2021-05-03 20:30:13 main:581] : INFO : Epoch 1934 | loss: 0.0312054 | val_loss: 0.0312086 | Time: 1861.72 ms [2021-05-03 20:30:15 main:581] : INFO : Epoch 1935 | loss: 0.0312045 | val_loss: 0.0312068 | Time: 1866.91 ms [2021-05-03 20:30:17 main:581] : INFO : Epoch 1936 | loss: 0.0312045 | val_loss: 0.0312055 | Time: 1860.34 ms [2021-05-03 20:30:19 main:581] : INFO : Epoch 1937 | loss: 0.0312057 | val_loss: 0.0312064 | Time: 1859.26 ms [2021-05-03 20:30:21 main:581] : INFO : Epoch 1938 | loss: 0.0312051 | val_loss: 0.0312061 | Time: 1860.97 ms [2021-05-03 20:30:23 main:581] : INFO : Epoch 1939 | loss: 0.0312036 | val_loss: 0.0312057 | Time: 1868.58 ms [2021-05-03 20:30:25 main:581] : INFO : Epoch 1940 | loss: 0.0312054 | val_loss: 0.0312088 | Time: 1862.41 ms [2021-05-03 20:30:26 main:581] : INFO : Epoch 1941 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 1861.64 ms [2021-05-03 20:30:28 main:581] : INFO : Epoch 1942 | loss: 0.0312047 | val_loss: 0.031205 | Time: 1868.28 ms [2021-05-03 20:30:30 main:581] : INFO : Epoch 1943 | loss: 0.031206 | val_loss: 0.0312054 | Time: 1868.17 ms [2021-05-03 20:30:32 main:581] : INFO : Epoch 1944 | loss: 0.0312045 | val_loss: 0.0312062 | Time: 1861.51 ms [2021-05-03 20:30:34 main:581] : INFO : Epoch 1945 | loss: 0.0312047 | val_loss: 0.0312075 | Time: 1854.65 ms [2021-05-03 20:30:36 main:581] : INFO : Epoch 1946 | loss: 0.0312065 | val_loss: 0.0312065 | Time: 1856.88 ms [2021-05-03 20:30:38 main:581] : INFO : Epoch 1947 | loss: 0.031204 | val_loss: 0.0312063 | Time: 1862.16 ms [2021-05-03 20:30:39 main:581] : INFO : Epoch 1948 | loss: 0.0312045 | val_loss: 0.0312051 | Time: 1862.81 ms [2021-05-03 20:30:41 main:581] : INFO : Epoch 1949 | loss: 0.0312039 | val_loss: 0.0312046 | Time: 1867.11 ms [2021-05-03 20:30:43 main:581] : INFO : Epoch 1950 | loss: 0.0312044 | val_loss: 0.0312095 | Time: 1860.53 ms [2021-05-03 20:30:45 main:581] : INFO : Epoch 1951 | loss: 0.0312041 | val_loss: 0.0312055 | Time: 1848.07 ms [2021-05-03 20:30:47 main:581] : INFO : Epoch 1952 | loss: 0.0312031 | val_loss: 0.0312057 | Time: 1854.97 ms [2021-05-03 20:30:49 main:581] : INFO : Epoch 1953 | loss: 0.0312069 | val_loss: 0.0312051 | Time: 1859.04 ms [2021-05-03 20:30:51 main:581] : INFO : Epoch 1954 | loss: 0.0312035 | val_loss: 0.0312044 | Time: 1863.93 ms [2021-05-03 20:30:52 main:581] : INFO : Epoch 1955 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 1854.4 ms [2021-05-03 20:30:54 main:581] : INFO : Epoch 1956 | loss: 0.0312032 | val_loss: 0.0312053 | Time: 1858.37 ms [2021-05-03 20:30:56 main:581] : INFO : Epoch 1957 | loss: 0.0312036 | val_loss: 0.0312055 | Time: 1856.15 ms [2021-05-03 20:30:58 main:581] : INFO : Epoch 1958 | loss: 0.0312027 | val_loss: 0.0312045 | Time: 1856.22 ms [2021-05-03 20:31:00 main:581] : INFO : Epoch 1959 | loss: 0.0312044 | val_loss: 0.0312096 | Time: 1859.79 ms [2021-05-03 20:31:02 main:581] : INFO : Epoch 1960 | loss: 0.0312035 | val_loss: 0.0312044 | Time: 1865.2 ms [2021-05-03 20:31:04 main:581] : INFO : Epoch 1961 | loss: 0.0312024 | val_loss: 0.0312043 | Time: 1858.04 ms [2021-05-03 20:31:05 main:581] : INFO : Epoch 1962 | loss: 0.0312031 | val_loss: 0.0312134 | Time: 1862.86 ms [2021-05-03 20:31:07 main:581] : INFO : Epoch 1963 | loss: 0.031208 | val_loss: 0.0312068 | Time: 1858.47 ms [2021-05-03 20:31:09 main:581] : INFO : Epoch 1964 | loss: 0.0312057 | val_loss: 0.0312043 | Time: 1857.99 ms [2021-05-03 20:31:11 main:581] : INFO : Epoch 1965 | loss: 0.0312029 | val_loss: 0.0312058 | Time: 1862.63 ms [2021-05-03 20:31:13 main:581] : INFO : Epoch 1966 | loss: 0.0312039 | val_loss: 0.0312053 | Time: 1858.7 ms [2021-05-03 20:31:15 main:581] : INFO : Epoch 1967 | loss: 0.0312026 | val_loss: 0.0312056 | Time: 1858.23 ms [2021-05-03 20:31:17 main:581] : INFO : Epoch 1968 | loss: 0.0312021 | val_loss: 0.0312042 | Time: 1864.51 ms [2021-05-03 20:31:18 main:581] : INFO : Epoch 1969 | loss: 0.0312029 | val_loss: 0.0312055 | Time: 1860.33 ms [2021-05-03 20:31:20 main:581] : INFO : Epoch 1970 | loss: 0.0312025 | val_loss: 0.0312079 | Time: 1869.94 ms [2021-05-03 20:31:22 main:581] : INFO : Epoch 1971 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 1862.88 ms [2021-05-03 20:31:24 main:581] : INFO : Epoch 1972 | loss: 0.0312041 | val_loss: 0.0312035 | Time: 1858.43 ms [2021-05-03 20:31:26 main:581] : INFO : Epoch 1973 | loss: 0.0312032 | val_loss: 0.0312055 | Time: 1860.83 ms [2021-05-03 20:31:28 main:581] : INFO : Epoch 1974 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 1870.43 ms [2021-05-03 20:31:30 main:581] : INFO : Epoch 1975 | loss: 0.0312024 | val_loss: 0.0312038 | Time: 1868.46 ms [2021-05-03 20:31:32 main:581] : INFO : Epoch 1976 | loss: 0.0312024 | val_loss: 0.0312039 | Time: 1863.15 ms [2021-05-03 20:31:33 main:581] : INFO : Epoch 1977 | loss: 0.0312033 | val_loss: 0.0312069 | Time: 1850.49 ms [2021-05-03 20:31:35 main:581] : INFO : Epoch 1978 | loss: 0.0312086 | val_loss: 0.0312057 | Time: 1843.55 ms [2021-05-03 20:31:37 main:581] : INFO : Epoch 1979 | loss: 0.0312083 | val_loss: 0.0312041 | Time: 1853.7 ms [2021-05-03 20:31:39 main:581] : INFO : Epoch 1980 | loss: 0.0312043 | val_loss: 0.0312045 | Time: 1849.77 ms [2021-05-03 20:31:41 main:581] : INFO : Epoch 1981 | loss: 0.0312043 | val_loss: 0.0312074 | Time: 1850.58 ms [2021-05-03 20:31:43 main:581] : INFO : Epoch 1982 | loss: 0.0312014 | val_loss: 0.0312034 | Time: 1856.45 ms [2021-05-03 20:31:44 main:581] : INFO : Epoch 1983 | loss: 0.0312012 | val_loss: 0.0312045 | Time: 1861.05 ms [2021-05-03 20:31:46 main:581] : INFO : Epoch 1984 | loss: 0.0312029 | val_loss: 0.0312036 | Time: 1853.44 ms [2021-05-03 20:31:48 main:581] : INFO : Epoch 1985 | loss: 0.031202 | val_loss: 0.0312055 | Time: 1858.92 ms [2021-05-03 20:31:50 main:581] : INFO : Epoch 1986 | loss: 0.0312016 | val_loss: 0.0312042 | Time: 1862.97 ms [2021-05-03 20:31:52 main:581] : INFO : Epoch 1987 | loss: 0.0312028 | val_loss: 0.0312059 | Time: 1857.37 ms [2021-05-03 20:31:54 main:581] : INFO : Epoch 1988 | loss: 0.0312015 | val_loss: 0.0312031 | Time: 1852.9 ms [2021-05-03 20:31:56 main:581] : INFO : Epoch 1989 | loss: 0.0312017 | val_loss: 0.0312062 | Time: 1858.25 ms [2021-05-03 20:31:57 main:581] : INFO : Epoch 1990 | loss: 0.0312023 | val_loss: 0.0312092 | Time: 1860.99 ms [2021-05-03 20:31:59 main:581] : INFO : Epoch 1991 | loss: 0.0312055 | val_loss: 0.0312032 | Time: 1862.46 ms [2021-05-03 20:32:01 main:581] : INFO : Epoch 1992 | loss: 0.0312022 | val_loss: 0.0312052 | Time: 1853.85 ms [2021-05-03 20:32:03 main:581] : INFO : Epoch 1993 | loss: 0.0312023 | val_loss: 0.0312043 | Time: 1860.9 ms [2021-05-03 20:32:05 main:581] : INFO : Epoch 1994 | loss: 0.0312006 | val_loss: 0.0312029 | Time: 1865.31 ms [2021-05-03 20:32:07 main:581] : INFO : Epoch 1995 | loss: 0.031201 | val_loss: 0.0312036 | Time: 1863.79 ms [2021-05-03 20:32:09 main:581] : INFO : Epoch 1996 | loss: 0.0312027 | val_loss: 0.0312085 | Time: 1860.72 ms [2021-05-03 20:32:11 main:581] : INFO : Epoch 1997 | loss: 0.0312018 | val_loss: 0.031203 | Time: 1856.74 ms [2021-05-03 20:32:12 main:581] : INFO : Epoch 1998 | loss: 0.0312016 | val_loss: 0.031203 | Time: 1860.41 ms [2021-05-03 20:32:14 main:581] : INFO : Epoch 1999 | loss: 0.0312006 | val_loss: 0.0312034 | Time: 1862.87 ms [2021-05-03 20:32:16 main:581] : INFO : Epoch 2000 | loss: 0.0312006 | val_loss: 0.0312041 | Time: 1855.36 ms [2021-05-03 20:32:18 main:581] : INFO : Epoch 2001 | loss: 0.0312009 | val_loss: 0.031207 | Time: 1863.39 ms [2021-05-03 20:32:20 main:581] : INFO : Epoch 2002 | loss: 0.0312039 | val_loss: 0.0312034 | Time: 1856.64 ms [2021-05-03 20:32:22 main:581] : INFO : Epoch 2003 | loss: 0.0312023 | val_loss: 0.0312077 | Time: 1861.89 ms [2021-05-03 20:32:24 main:581] : INFO : Epoch 2004 | loss: 0.031203 | val_loss: 0.0312085 | Time: 1868.4 ms [2021-05-03 20:32:25 main:581] : INFO : Epoch 2005 | loss: 0.0312032 | val_loss: 0.0312035 | Time: 1858.41 ms [2021-05-03 20:32:27 main:581] : INFO : Epoch 2006 | loss: 0.0312035 | val_loss: 0.0312079 | Time: 1858.77 ms [2021-05-03 20:32:29 main:581] : INFO : Epoch 2007 | loss: 0.0312026 | val_loss: 0.031204 | Time: 1861.98 ms [2021-05-03 20:32:31 main:581] : INFO : Epoch 2008 | loss: 0.0312011 | val_loss: 0.0312029 | Time: 1865.88 ms [2021-05-03 20:32:33 main:581] : INFO : Epoch 2009 | loss: 0.0312018 | val_loss: 0.0312044 | Time: 1859.97 ms [2021-05-03 20:32:35 main:581] : INFO : Epoch 2010 | loss: 0.0312013 | val_loss: 0.0312027 | Time: 1861.01 ms [2021-05-03 20:32:37 main:581] : INFO : Epoch 2011 | loss: 0.0312008 | val_loss: 0.0312039 | Time: 1864.22 ms [2021-05-03 20:32:38 main:581] : INFO : Epoch 2012 | loss: 0.0312008 | val_loss: 0.0312029 | Time: 1868.16 ms [2021-05-03 20:32:40 main:581] : INFO : Epoch 2013 | loss: 0.0312011 | val_loss: 0.0312029 | Time: 1857.28 ms [2021-05-03 20:32:42 main:581] : INFO : Epoch 2014 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 1858.72 ms [2021-05-03 20:32:44 main:581] : INFO : Epoch 2015 | loss: 0.0312009 | val_loss: 0.0312033 | Time: 1868.86 ms [2021-05-03 20:32:46 main:581] : INFO : Epoch 2016 | loss: 0.0312001 | val_loss: 0.0312027 | Time: 1863.63 ms [2021-05-03 20:32:48 main:581] : INFO : Epoch 2017 | loss: 0.0312001 | val_loss: 0.0312032 | Time: 1856.26 ms [2021-05-03 20:32:50 main:581] : INFO : Epoch 2018 | loss: 0.0311996 | val_loss: 0.0312064 | Time: 1854.58 ms [2021-05-03 20:32:51 main:581] : INFO : Epoch 2019 | loss: 0.0312023 | val_loss: 0.0312034 | Time: 1859.3 ms [2021-05-03 20:32:53 main:581] : INFO : Epoch 2020 | loss: 0.0312007 | val_loss: 0.031204 | Time: 1858.55 ms [2021-05-03 20:32:55 main:581] : INFO : Epoch 2021 | loss: 0.0312009 | val_loss: 0.0312025 | Time: 1864.03 ms [2021-05-03 20:32:57 main:581] : INFO : Epoch 2022 | loss: 0.0312016 | val_loss: 0.0312073 | Time: 1852.76 ms [2021-05-03 20:32:59 main:581] : INFO : Epoch 2023 | loss: 0.0312001 | val_loss: 0.0312031 | Time: 1853.66 ms [2021-05-03 20:33:01 main:581] : INFO : Epoch 2024 | loss: 0.0312004 | val_loss: 0.031204 | Time: 1863.97 ms [2021-05-03 20:33:03 main:581] : INFO : Epoch 2025 | loss: 0.0311998 | val_loss: 0.0312027 | Time: 1860.39 ms [2021-05-03 20:33:04 main:581] : INFO : Epoch 2026 | loss: 0.0311993 | val_loss: 0.0312025 | Time: 1854.85 ms [2021-05-03 20:33:06 main:581] : INFO : Epoch 2027 | loss: 0.0311991 | val_loss: 0.0312024 | Time: 1859.74 ms [2021-05-03 20:33:08 main:581] : INFO : Epoch 2028 | loss: 0.0312008 | val_loss: 0.0312061 | Time: 1867.36 ms [2021-05-03 20:33:10 main:581] : INFO : Epoch 2029 | loss: 0.0311999 | val_loss: 0.0312033 | Time: 1850.39 ms [2021-05-03 20:33:12 main:581] : INFO : Epoch 2030 | loss: 0.0312001 | val_loss: 0.0312051 | Time: 1854.44 ms [2021-05-03 20:33:14 main:581] : INFO : Epoch 2031 | loss: 0.0312008 | val_loss: 0.0312026 | Time: 1869.4 ms [2021-05-03 20:33:16 main:581] : INFO : Epoch 2032 | loss: 0.0312014 | val_loss: 0.0312044 | Time: 1858.2 ms [2021-05-03 20:33:17 main:581] : INFO : Epoch 2033 | loss: 0.0312013 | val_loss: 0.0312018 | Time: 1857.81 ms [2021-05-03 20:33:19 main:581] : INFO : Epoch 2034 | loss: 0.0312018 | val_loss: 0.0312046 | Time: 1860.07 ms [2021-05-03 20:33:21 main:581] : INFO : Epoch 2035 | loss: 0.0312013 | val_loss: 0.0312011 | Time: 1866.14 ms [2021-05-03 20:33:23 main:581] : INFO : Epoch 2036 | loss: 0.0312004 | val_loss: 0.0312018 | Time: 1859.88 ms [2021-05-03 20:33:25 main:581] : INFO : Epoch 2037 | loss: 0.0311998 | val_loss: 0.0312022 | Time: 1858.62 ms [2021-05-03 20:33:27 main:581] : INFO : Epoch 2038 | loss: 0.0311995 | val_loss: 0.0312012 | Time: 1860.86 ms [2021-05-03 20:33:29 main:581] : INFO : Epoch 2039 | loss: 0.0311991 | val_loss: 0.0312028 | Time: 1866.92 ms [2021-05-03 20:33:31 main:581] : INFO : Epoch 2040 | loss: 0.0311994 | val_loss: 0.0312029 | Time: 1854.81 ms [2021-05-03 20:33:32 main:581] : INFO : Epoch 2041 | loss: 0.0311992 | val_loss: 0.0312011 | Time: 1854.97 ms [2021-05-03 20:33:34 main:581] : INFO : Epoch 2042 | loss: 0.0311993 | val_loss: 0.0312012 | Time: 1857.71 ms [2021-05-03 20:33:36 main:581] : INFO : Epoch 2043 | loss: 0.0311996 | val_loss: 0.0312015 | Time: 1856.78 ms [2021-05-03 20:33:38 main:581] : INFO : Epoch 2044 | loss: 0.0312002 | val_loss: 0.0312015 | Time: 1865.26 ms [2021-05-03 20:33:40 main:581] : INFO : Epoch 2045 | loss: 0.0312002 | val_loss: 0.0312008 | Time: 1857.35 ms [2021-05-03 20:33:42 main:581] : INFO : Epoch 2046 | loss: 0.0311985 | val_loss: 0.0312023 | Time: 1866.82 ms [2021-05-03 20:33:44 main:581] : INFO : Epoch 2047 | loss: 0.0311996 | val_loss: 0.0312011 | Time: 1856 ms [2021-05-03 20:33:45 main:581] : INFO : Epoch 2048 | loss: 0.0311985 | val_loss: 0.0312015 | Time: 1869.11 ms [2021-05-03 20:33:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312015 [2021-05-03 20:33:45 main:610] : INFO : Saving end state to config to file [2021-05-03 20:33:45 main:615] : INFO : Success, exiting.. 20:33:45 (2047195): 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)