Task 12948119
| Name | ParityModified-1645993335-23931-2-0_0 |
| Workunit | 10080714 |
| Created | 11 Mar 2022, 21:46:53 UTC |
| Sent | 11 Mar 2022, 21:46:56 UTC |
| Report deadline | 19 Mar 2022, 21:46:56 UTC |
| Received | 11 Mar 2022, 23:03:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 14 min 35 sec |
| CPU time | 1 hours 13 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311274 | val_loss: 0.0311397 | Time: 2147.9 ms [2022-03-12 07:44:42 main:574] : INFO : Epoch 1543 | loss: 0.031126 | val_loss: 0.031137 | Time: 2157.71 ms [2022-03-12 07:44:44 main:574] : INFO : Epoch 1544 | loss: 0.0311277 | val_loss: 0.0311376 | Time: 2182.3 ms [2022-03-12 07:44:46 main:574] : INFO : Epoch 1545 | loss: 0.0311292 | val_loss: 0.0311375 | Time: 2150.53 ms [2022-03-12 07:44:48 main:574] : INFO : Epoch 1546 | loss: 0.0311315 | val_loss: 0.0311482 | Time: 2161.38 ms [2022-03-12 07:44:51 main:574] : INFO : Epoch 1547 | loss: 0.0311271 | val_loss: 0.031138 | Time: 2148.63 ms [2022-03-12 07:44:53 main:574] : INFO : Epoch 1548 | loss: 0.0311295 | val_loss: 0.0311411 | Time: 2160.96 ms [2022-03-12 07:44:55 main:574] : INFO : Epoch 1549 | loss: 0.0311264 | val_loss: 0.0311391 | Time: 2168.25 ms [2022-03-12 07:44:57 main:574] : INFO : Epoch 1550 | loss: 0.0311273 | val_loss: 0.0311379 | Time: 2163.82 ms [2022-03-12 07:44:59 main:574] : INFO : Epoch 1551 | loss: 0.0311289 | val_loss: 0.0311381 | Time: 2167.43 ms [2022-03-12 07:45:01 main:574] : INFO : Epoch 1552 | loss: 0.03113 | val_loss: 0.0311372 | Time: 2184.19 ms [2022-03-12 07:45:04 main:574] : INFO : Epoch 1553 | loss: 0.0311246 | val_loss: 0.0311379 | Time: 2174.05 ms [2022-03-12 07:45:06 main:574] : INFO : Epoch 1554 | loss: 0.0311252 | val_loss: 0.0311404 | Time: 2146.21 ms [2022-03-12 07:45:08 main:574] : INFO : Epoch 1555 | loss: 0.0311262 | val_loss: 0.0311368 | Time: 2195.27 ms [2022-03-12 07:45:10 main:574] : INFO : Epoch 1556 | loss: 0.0311261 | val_loss: 0.0311381 | Time: 2167.8 ms [2022-03-12 07:45:12 main:574] : INFO : Epoch 1557 | loss: 0.0311259 | val_loss: 0.0311349 | Time: 2151.39 ms [2022-03-12 07:45:14 main:574] : INFO : Epoch 1558 | loss: 0.0311255 | val_loss: 0.0311368 | Time: 2149.36 ms [2022-03-12 07:45:17 main:574] : INFO : Epoch 1559 | loss: 0.0311263 | val_loss: 0.0311366 | Time: 2162.57 ms [2022-03-12 07:45:19 main:574] : INFO : Epoch 1560 | loss: 0.0311246 | val_loss: 0.0311401 | Time: 2163.49 ms [2022-03-12 07:45:21 main:574] : INFO : Epoch 1561 | loss: 0.0311246 | val_loss: 0.0311379 | Time: 2154.29 ms [2022-03-12 07:45:23 main:574] : INFO : Epoch 1562 | loss: 0.0311242 | val_loss: 0.0311368 | Time: 2157.09 ms [2022-03-12 07:45:25 main:574] : INFO : Epoch 1563 | loss: 0.0311267 | val_loss: 0.0311357 | Time: 2160.11 ms [2022-03-12 07:45:27 main:574] : INFO : Epoch 1564 | loss: 0.0311263 | val_loss: 0.0311599 | Time: 2197.94 ms [2022-03-12 07:45:30 main:574] : INFO : Epoch 1565 | loss: 0.0311352 | val_loss: 0.0311379 | Time: 2202.27 ms [2022-03-12 07:45:32 main:574] : INFO : Epoch 1566 | loss: 0.0311284 | val_loss: 0.0311367 | Time: 2166.62 ms [2022-03-12 07:45:34 main:574] : INFO : Epoch 1567 | loss: 0.0311236 | val_loss: 0.0311367 | Time: 2188.01 ms [2022-03-12 07:45:36 main:574] : INFO : Epoch 1568 | loss: 0.0311225 | val_loss: 0.0311422 | Time: 2157.59 ms [2022-03-12 07:45:38 main:574] : INFO : Epoch 1569 | loss: 0.0311253 | val_loss: 0.0311528 | Time: 2171.66 ms [2022-03-12 07:45:41 main:574] : INFO : Epoch 1570 | loss: 0.0311357 | val_loss: 0.0311506 | Time: 2277.84 ms [2022-03-12 07:45:43 main:574] : INFO : Epoch 1571 | loss: 0.0311232 | val_loss: 0.0311384 | Time: 2163.71 ms [2022-03-12 07:45:45 main:574] : INFO : Epoch 1572 | loss: 0.031122 | val_loss: 0.0311369 | Time: 2202.44 ms [2022-03-12 07:45:47 main:574] : INFO : Epoch 1573 | loss: 0.0311214 | val_loss: 0.0311353 | Time: 2161.35 ms [2022-03-12 07:45:49 main:574] : INFO : Epoch 1574 | loss: 0.0311227 | val_loss: 0.0311384 | Time: 2193.83 ms [2022-03-12 07:45:52 main:574] : INFO : Epoch 1575 | loss: 0.0311233 | val_loss: 0.0311355 | Time: 2192.24 ms [2022-03-12 07:45:54 main:574] : INFO : Epoch 1576 | loss: 0.0311222 | val_loss: 0.0311377 | Time: 2176.65 ms [2022-03-12 07:45:56 main:574] : INFO : Epoch 1577 | loss: 0.0311217 | val_loss: 0.0311378 | Time: 2189.83 ms [2022-03-12 07:45:58 main:574] : INFO : Epoch 1578 | loss: 0.0311239 | val_loss: 0.0311377 | Time: 2166.74 ms [2022-03-12 07:46:00 main:574] : INFO : Epoch 1579 | loss: 0.0311219 | val_loss: 0.0311363 | Time: 2190.3 ms [2022-03-12 07:46:03 main:574] : INFO : Epoch 1580 | loss: 0.0311277 | val_loss: 0.0311585 | Time: 2183.88 ms [2022-03-12 07:46:05 main:574] : INFO : Epoch 1581 | loss: 0.0311365 | val_loss: 0.0311467 | Time: 2180.25 ms [2022-03-12 07:46:07 main:574] : INFO : Epoch 1582 | loss: 0.0311396 | val_loss: 0.0311426 | Time: 2197.41 ms [2022-03-12 07:46:09 main:574] : INFO : Epoch 1583 | loss: 0.0311338 | val_loss: 0.031141 | Time: 2216.61 ms [2022-03-12 07:46:11 main:574] : INFO : Epoch 1584 | loss: 0.0311356 | val_loss: 0.0311396 | Time: 2197.96 ms [2022-03-12 07:46:14 main:574] : INFO : Epoch 1585 | loss: 0.0311274 | val_loss: 0.0311393 | Time: 2206.26 ms [2022-03-12 07:46:16 main:574] : INFO : Epoch 1586 | loss: 0.0311303 | val_loss: 0.0311525 | Time: 2187.22 ms [2022-03-12 07:46:18 main:574] : INFO : Epoch 1587 | loss: 0.0311302 | val_loss: 0.0311379 | Time: 2172.17 ms [2022-03-12 07:46:20 main:574] : INFO : Epoch 1588 | loss: 0.0311253 | val_loss: 0.031137 | Time: 2211.09 ms [2022-03-12 07:46:22 main:574] : INFO : Epoch 1589 | loss: 0.0311242 | val_loss: 0.0311401 | Time: 2187.5 ms [2022-03-12 07:46:25 main:574] : INFO : Epoch 1590 | loss: 0.0311243 | val_loss: 0.0311364 | Time: 2183.19 ms [2022-03-12 07:46:27 main:574] : INFO : Epoch 1591 | loss: 0.0311297 | val_loss: 0.0311362 | Time: 2180.15 ms [2022-03-12 07:46:29 main:574] : INFO : Epoch 1592 | loss: 0.031124 | val_loss: 0.0311386 | Time: 2163.73 ms [2022-03-12 07:46:31 main:574] : INFO : Epoch 1593 | loss: 0.031126 | val_loss: 0.0311481 | Time: 2176.37 ms [2022-03-12 07:46:33 main:574] : INFO : Epoch 1594 | loss: 0.0311285 | val_loss: 0.0311419 | Time: 2187.26 ms [2022-03-12 07:46:35 main:574] : INFO : Epoch 1595 | loss: 0.0311286 | val_loss: 0.031137 | Time: 2181.63 ms [2022-03-12 07:46:38 main:574] : INFO : Epoch 1596 | loss: 0.0311332 | val_loss: 0.0311407 | Time: 2182.27 ms [2022-03-12 07:46:40 main:574] : INFO : Epoch 1597 | loss: 0.031122 | val_loss: 0.0311385 | Time: 2208.02 ms [2022-03-12 07:46:42 main:574] : INFO : Epoch 1598 | loss: 0.0311223 | val_loss: 0.0311508 | Time: 2161.1 ms [2022-03-12 07:46:44 main:574] : INFO : Epoch 1599 | loss: 0.0311251 | val_loss: 0.0311369 | Time: 2158.7 ms [2022-03-12 07:46:46 main:574] : INFO : Epoch 1600 | loss: 0.0311227 | val_loss: 0.0311372 | Time: 2166.06 ms [2022-03-12 07:46:49 main:574] : INFO : Epoch 1601 | loss: 0.0311202 | val_loss: 0.0311369 | Time: 2154.72 ms [2022-03-12 07:46:51 main:574] : INFO : Epoch 1602 | loss: 0.0311199 | val_loss: 0.0311377 | Time: 2174.04 ms [2022-03-12 07:46:53 main:574] : INFO : Epoch 1603 | loss: 0.0311194 | val_loss: 0.0311424 | Time: 2165.58 ms [2022-03-12 07:46:55 main:574] : INFO : Epoch 1604 | loss: 0.0311226 | val_loss: 0.0311391 | Time: 2154.95 ms [2022-03-12 07:46:57 main:574] : INFO : Epoch 1605 | loss: 0.0311218 | val_loss: 0.0311441 | Time: 2172.28 ms [2022-03-12 07:46:59 main:574] : INFO : Epoch 1606 | loss: 0.0311215 | val_loss: 0.0311376 | Time: 2149.08 ms [2022-03-12 07:47:02 main:574] : INFO : Epoch 1607 | loss: 0.0311193 | val_loss: 0.0311391 | Time: 2231.17 ms [2022-03-12 07:47:04 main:574] : INFO : Epoch 1608 | loss: 0.0311201 | val_loss: 0.0311377 | Time: 2173.66 ms [2022-03-12 07:47:06 main:574] : INFO : Epoch 1609 | loss: 0.0311225 | val_loss: 0.0311394 | Time: 2146.92 ms [2022-03-12 07:47:08 main:574] : INFO : Epoch 1610 | loss: 0.0311283 | val_loss: 0.0311697 | Time: 2158.95 ms [2022-03-12 07:47:10 main:574] : INFO : Epoch 1611 | loss: 0.0311398 | val_loss: 0.0311521 | Time: 2166.78 ms [2022-03-12 07:47:12 main:574] : INFO : Epoch 1612 | loss: 0.0311271 | val_loss: 0.0311371 | Time: 2163.17 ms [2022-03-12 07:47:15 main:574] : INFO : Epoch 1613 | loss: 0.0311212 | val_loss: 0.0311407 | Time: 2160.98 ms [2022-03-12 07:47:17 main:574] : INFO : Epoch 1614 | loss: 0.0311217 | val_loss: 0.0311392 | Time: 2174.04 ms [2022-03-12 07:47:19 main:574] : INFO : Epoch 1615 | loss: 0.0311198 | val_loss: 0.0311374 | Time: 2206.99 ms [2022-03-12 07:47:21 main:574] : INFO : Epoch 1616 | loss: 0.0311255 | val_loss: 0.0311537 | Time: 2167.92 ms [2022-03-12 07:47:23 main:574] : INFO : Epoch 1617 | loss: 0.0311256 | val_loss: 0.0311462 | Time: 2174.45 ms [2022-03-12 07:47:26 main:574] : INFO : Epoch 1618 | loss: 0.0311278 | val_loss: 0.0311409 | Time: 2166.19 ms [2022-03-12 07:47:28 main:574] : INFO : Epoch 1619 | loss: 0.0311225 | val_loss: 0.0311347 | Time: 2159.44 ms [2022-03-12 07:47:30 main:574] : INFO : Epoch 1620 | loss: 0.0311205 | val_loss: 0.0311375 | Time: 2160.2 ms [2022-03-12 07:47:32 main:574] : INFO : Epoch 1621 | loss: 0.0311213 | val_loss: 0.0311384 | Time: 2182.8 ms [2022-03-12 07:47:34 main:574] : INFO : Epoch 1622 | loss: 0.03112 | val_loss: 0.0311347 | Time: 2175.91 ms [2022-03-12 07:47:36 main:574] : INFO : Epoch 1623 | loss: 0.0311182 | val_loss: 0.0311371 | Time: 2175.12 ms [2022-03-12 07:47:39 main:574] : INFO : Epoch 1624 | loss: 0.0311198 | val_loss: 0.0311383 | Time: 2178.51 ms [2022-03-12 07:47:41 main:574] : INFO : Epoch 1625 | loss: 0.0311198 | val_loss: 0.0311386 | Time: 2166.01 ms [2022-03-12 07:47:43 main:574] : INFO : Epoch 1626 | loss: 0.031119 | val_loss: 0.0311372 | Time: 2167.44 ms [2022-03-12 07:47:45 main:574] : INFO : Epoch 1627 | loss: 0.0311182 | val_loss: 0.0311364 | Time: 2160.03 ms [2022-03-12 07:47:47 main:574] : INFO : Epoch 1628 | loss: 0.0311196 | val_loss: 0.0311541 | Time: 2172.84 ms [2022-03-12 07:47:49 main:574] : INFO : Epoch 1629 | loss: 0.0311278 | val_loss: 0.0311384 | Time: 2147.47 ms [2022-03-12 07:47:52 main:574] : INFO : Epoch 1630 | loss: 0.0311211 | val_loss: 0.0311389 | Time: 2157.17 ms [2022-03-12 07:47:54 main:574] : INFO : Epoch 1631 | loss: 0.031121 | val_loss: 0.0311417 | Time: 2163.18 ms [2022-03-12 07:47:56 main:574] : INFO : Epoch 1632 | loss: 0.0311221 | val_loss: 0.0311358 | Time: 2179.65 ms [2022-03-12 07:47:58 main:574] : INFO : Epoch 1633 | loss: 0.0311242 | val_loss: 0.0311422 | Time: 2160.06 ms [2022-03-12 07:48:00 main:574] : INFO : Epoch 1634 | loss: 0.0311206 | val_loss: 0.0311386 | Time: 2154.04 ms [2022-03-12 07:48:02 main:574] : INFO : Epoch 1635 | loss: 0.0311199 | val_loss: 0.0311402 | Time: 2183.42 ms [2022-03-12 07:48:05 main:574] : INFO : Epoch 1636 | loss: 0.0311219 | val_loss: 0.0311415 | Time: 2175.26 ms [2022-03-12 07:48:07 main:574] : INFO : Epoch 1637 | loss: 0.031124 | val_loss: 0.031142 | Time: 2169.12 ms [2022-03-12 07:48:09 main:574] : INFO : Epoch 1638 | loss: 0.0311229 | val_loss: 0.0311408 | Time: 2167.43 ms [2022-03-12 07:48:11 main:574] : INFO : Epoch 1639 | loss: 0.0311241 | val_loss: 0.0311401 | Time: 2177.67 ms [2022-03-12 07:48:13 main:574] : INFO : Epoch 1640 | loss: 0.0311223 | val_loss: 0.0311347 | Time: 2156.26 ms [2022-03-12 07:48:15 main:574] : INFO : Epoch 1641 | loss: 0.0311248 | val_loss: 0.0311386 | Time: 2163.7 ms [2022-03-12 07:48:18 main:574] : INFO : Epoch 1642 | loss: 0.0311202 | val_loss: 0.0311418 | Time: 2159.77 ms [2022-03-12 07:48:20 main:574] : INFO : Epoch 1643 | loss: 0.0311265 | val_loss: 0.0311426 | Time: 2169.37 ms [2022-03-12 07:48:22 main:574] : INFO : Epoch 1644 | loss: 0.0311278 | val_loss: 0.0311486 | Time: 2165.09 ms [2022-03-12 07:48:24 main:574] : INFO : Epoch 1645 | loss: 0.0311302 | val_loss: 0.0311421 | Time: 2151.54 ms [2022-03-12 07:48:26 main:574] : INFO : Epoch 1646 | loss: 0.0311383 | val_loss: 0.0311499 | Time: 2174.43 ms [2022-03-12 07:48:29 main:574] : INFO : Epoch 1647 | loss: 0.0311362 | val_loss: 0.0311436 | Time: 2167.17 ms [2022-03-12 07:48:31 main:574] : INFO : Epoch 1648 | loss: 0.0311334 | val_loss: 0.0311417 | Time: 2176.69 ms [2022-03-12 07:48:33 main:574] : INFO : Epoch 1649 | loss: 0.0311304 | val_loss: 0.0311377 | Time: 2178.08 ms [2022-03-12 07:48:35 main:574] : INFO : Epoch 1650 | loss: 0.0311304 | val_loss: 0.031143 | Time: 2175.23 ms [2022-03-12 07:48:37 main:574] : INFO : Epoch 1651 | loss: 0.0311301 | val_loss: 0.0311376 | Time: 2161.79 ms [2022-03-12 07:48:39 main:574] : INFO : Epoch 1652 | loss: 0.0311269 | val_loss: 0.0311369 | Time: 2152.56 ms [2022-03-12 07:48:42 main:574] : INFO : Epoch 1653 | loss: 0.0311265 | val_loss: 0.0311382 | Time: 2228.68 ms [2022-03-12 07:48:44 main:574] : INFO : Epoch 1654 | loss: 0.0311255 | val_loss: 0.031137 | Time: 2154.39 ms [2022-03-12 07:48:46 main:574] : INFO : Epoch 1655 | loss: 0.0311272 | val_loss: 0.0311387 | Time: 2165.7 ms [2022-03-12 07:48:48 main:574] : INFO : Epoch 1656 | loss: 0.0311341 | val_loss: 0.0311763 | Time: 2162.07 ms [2022-03-12 07:48:50 main:574] : INFO : Epoch 1657 | loss: 0.0311343 | val_loss: 0.0311453 | Time: 2185.87 ms [2022-03-12 07:48:52 main:574] : INFO : Epoch 1658 | loss: 0.0311253 | val_loss: 0.0311387 | Time: 2166.26 ms [2022-03-12 07:48:55 main:574] : INFO : Epoch 1659 | loss: 0.0311241 | val_loss: 0.031139 | Time: 2169.49 ms [2022-03-12 07:48:57 main:574] : INFO : Epoch 1660 | loss: 0.0311241 | val_loss: 0.0311382 | Time: 2161.46 ms [2022-03-12 07:48:59 main:574] : INFO : Epoch 1661 | loss: 0.0311276 | val_loss: 0.0311625 | Time: 2160.11 ms [2022-03-12 07:49:01 main:574] : INFO : Epoch 1662 | loss: 0.0311363 | val_loss: 0.0311421 | Time: 2159.9 ms [2022-03-12 07:49:03 main:574] : INFO : Epoch 1663 | loss: 0.0311275 | val_loss: 0.0311364 | Time: 2171.18 ms [2022-03-12 07:49:06 main:574] : INFO : Epoch 1664 | loss: 0.0311232 | val_loss: 0.0311364 | Time: 2191.32 ms [2022-03-12 07:49:08 main:574] : INFO : Epoch 1665 | loss: 0.0311267 | val_loss: 0.0311488 | Time: 2168.22 ms [2022-03-12 07:49:10 main:574] : INFO : Epoch 1666 | loss: 0.0311312 | val_loss: 0.0311426 | Time: 2163.95 ms [2022-03-12 07:49:12 main:574] : INFO : Epoch 1667 | loss: 0.0311283 | val_loss: 0.0311409 | Time: 2171.29 ms [2022-03-12 07:49:14 main:574] : INFO : Epoch 1668 | loss: 0.0311271 | val_loss: 0.0311386 | Time: 2167.96 ms [2022-03-12 07:49:16 main:574] : INFO : Epoch 1669 | loss: 0.031126 | val_loss: 0.0311432 | Time: 2171.9 ms [2022-03-12 07:49:19 main:574] : INFO : Epoch 1670 | loss: 0.0311319 | val_loss: 0.0311462 | Time: 2152.35 ms [2022-03-12 07:49:21 main:574] : INFO : Epoch 1671 | loss: 0.0311299 | val_loss: 0.0311374 | Time: 2175.16 ms [2022-03-12 07:49:23 main:574] : INFO : Epoch 1672 | loss: 0.0311297 | val_loss: 0.0311394 | Time: 2172.22 ms [2022-03-12 07:49:25 main:574] : INFO : Epoch 1673 | loss: 0.0311268 | val_loss: 0.0311372 | Time: 2168.53 ms [2022-03-12 07:49:27 main:574] : INFO : Epoch 1674 | loss: 0.0311279 | val_loss: 0.0311374 | Time: 2171.79 ms [2022-03-12 07:49:29 main:574] : INFO : Epoch 1675 | loss: 0.031129 | val_loss: 0.0311378 | Time: 2166.93 ms [2022-03-12 07:49:32 main:574] : INFO : Epoch 1676 | loss: 0.0311299 | val_loss: 0.0311361 | Time: 2167.12 ms [2022-03-12 07:49:34 main:574] : INFO : Epoch 1677 | loss: 0.0311252 | val_loss: 0.0311375 | Time: 2180.14 ms [2022-03-12 07:49:36 main:574] : INFO : Epoch 1678 | loss: 0.0311237 | val_loss: 0.0311348 | Time: 2198.35 ms [2022-03-12 07:49:38 main:574] : INFO : Epoch 1679 | loss: 0.0311227 | val_loss: 0.0311365 | Time: 2149.56 ms [2022-03-12 07:49:40 main:574] : INFO : Epoch 1680 | loss: 0.0311224 | val_loss: 0.0311365 | Time: 2165.73 ms [2022-03-12 07:49:42 main:574] : INFO : Epoch 1681 | loss: 0.0311235 | val_loss: 0.0311338 | Time: 2156.84 ms [2022-03-12 07:49:45 main:574] : INFO : Epoch 1682 | loss: 0.0311202 | val_loss: 0.0311339 | Time: 2162.47 ms [2022-03-12 07:49:47 main:574] : INFO : Epoch 1683 | loss: 0.0311264 | val_loss: 0.0311366 | Time: 2159.61 ms [2022-03-12 07:49:49 main:574] : INFO : Epoch 1684 | loss: 0.0311228 | val_loss: 0.031133 | Time: 2180.95 ms [2022-03-12 07:49:51 main:574] : INFO : Epoch 1685 | loss: 0.0311217 | val_loss: 0.0311364 | Time: 2162.25 ms [2022-03-12 07:49:53 main:574] : INFO : Epoch 1686 | loss: 0.0311273 | val_loss: 0.0311376 | Time: 2169.04 ms [2022-03-12 07:49:56 main:574] : INFO : Epoch 1687 | loss: 0.031127 | val_loss: 0.0311339 | Time: 2160.53 ms [2022-03-12 07:49:58 main:574] : INFO : Epoch 1688 | loss: 0.031121 | val_loss: 0.0311345 | Time: 2160.8 ms [2022-03-12 07:50:00 main:574] : INFO : Epoch 1689 | loss: 0.0311227 | val_loss: 0.0311411 | Time: 2159.94 ms [2022-03-12 07:50:02 main:574] : INFO : Epoch 1690 | loss: 0.0311219 | val_loss: 0.0311426 | Time: 2167.79 ms [2022-03-12 07:50:04 main:574] : INFO : Epoch 1691 | loss: 0.0311207 | val_loss: 0.0311374 | Time: 2177.88 ms [2022-03-12 07:50:06 main:574] : INFO : Epoch 1692 | loss: 0.0311205 | val_loss: 0.0311405 | Time: 2166.79 ms [2022-03-12 07:50:09 main:574] : INFO : Epoch 1693 | loss: 0.0311255 | val_loss: 0.03114 | Time: 2158.1 ms [2022-03-12 07:50:11 main:574] : INFO : Epoch 1694 | loss: 0.0311197 | val_loss: 0.031137 | Time: 2158.29 ms [2022-03-12 07:50:13 main:574] : INFO : Epoch 1695 | loss: 0.0311199 | val_loss: 0.0311354 | Time: 2173.65 ms [2022-03-12 07:50:15 main:574] : INFO : Epoch 1696 | loss: 0.0311217 | val_loss: 0.0311381 | Time: 2177.76 ms [2022-03-12 07:50:17 main:574] : INFO : Epoch 1697 | loss: 0.0311218 | val_loss: 0.0311387 | Time: 2150.93 ms [2022-03-12 07:50:19 main:574] : INFO : Epoch 1698 | loss: 0.031123 | val_loss: 0.0311422 | Time: 2144.24 ms [2022-03-12 07:50:22 main:574] : INFO : Epoch 1699 | loss: 0.0311251 | val_loss: 0.0311386 | Time: 2179.22 ms [2022-03-12 07:50:24 main:574] : INFO : Epoch 1700 | loss: 0.0311241 | val_loss: 0.0311414 | Time: 2157.42 ms [2022-03-12 07:50:26 main:574] : INFO : Epoch 1701 | loss: 0.0311274 | val_loss: 0.0311396 | Time: 2154.91 ms [2022-03-12 07:50:28 main:574] : INFO : Epoch 1702 | loss: 0.0311296 | val_loss: 0.0311436 | Time: 2211.57 ms [2022-03-12 07:50:30 main:574] : INFO : Epoch 1703 | loss: 0.0311303 | val_loss: 0.0311409 | Time: 2154.8 ms [2022-03-12 07:50:32 main:574] : INFO : Epoch 1704 | loss: 0.0311293 | val_loss: 0.0311404 | Time: 2165.96 ms [2022-03-12 07:50:35 main:574] : INFO : Epoch 1705 | loss: 0.031127 | val_loss: 0.0311397 | Time: 2171.23 ms [2022-03-12 07:50:37 main:574] : INFO : Epoch 1706 | loss: 0.0311269 | val_loss: 0.0311442 | Time: 2163.46 ms [2022-03-12 07:50:39 main:574] : INFO : Epoch 1707 | loss: 0.0311273 | val_loss: 0.0311398 | Time: 2173.35 ms [2022-03-12 07:50:41 main:574] : INFO : Epoch 1708 | loss: 0.0311295 | val_loss: 0.0311388 | Time: 2219.85 ms [2022-03-12 07:50:43 main:574] : INFO : Epoch 1709 | loss: 0.0311272 | val_loss: 0.031157 | Time: 2181.97 ms [2022-03-12 07:50:46 main:574] : INFO : Epoch 1710 | loss: 0.0311302 | val_loss: 0.0311367 | Time: 2195.27 ms [2022-03-12 07:50:48 main:574] : INFO : Epoch 1711 | loss: 0.0311297 | val_loss: 0.0311446 | Time: 2194.15 ms [2022-03-12 07:50:50 main:574] : INFO : Epoch 1712 | loss: 0.0311283 | val_loss: 0.0311373 | Time: 2181.07 ms [2022-03-12 07:50:52 main:574] : INFO : Epoch 1713 | loss: 0.0311263 | val_loss: 0.0311386 | Time: 2170.71 ms [2022-03-12 07:50:54 main:574] : INFO : Epoch 1714 | loss: 0.0311264 | val_loss: 0.031142 | Time: 2168.11 ms [2022-03-12 07:50:56 main:574] : INFO : Epoch 1715 | loss: 0.0311276 | val_loss: 0.0311429 | Time: 2183.28 ms [2022-03-12 07:50:59 main:574] : INFO : Epoch 1716 | loss: 0.0311253 | val_loss: 0.0311351 | Time: 2202.98 ms [2022-03-12 07:51:01 main:574] : INFO : Epoch 1717 | loss: 0.0311244 | val_loss: 0.0311413 | Time: 2182.64 ms [2022-03-12 07:51:03 main:574] : INFO : Epoch 1718 | loss: 0.0311228 | val_loss: 0.0311354 | Time: 2185.08 ms [2022-03-12 07:51:05 main:574] : INFO : Epoch 1719 | loss: 0.0311216 | val_loss: 0.0311332 | Time: 2180.7 ms [2022-03-12 07:51:07 main:574] : INFO : Epoch 1720 | loss: 0.0311215 | val_loss: 0.0311339 | Time: 2208.78 ms [2022-03-12 07:51:10 main:574] : INFO : Epoch 1721 | loss: 0.0311235 | val_loss: 0.0311395 | Time: 2183.78 ms [2022-03-12 07:51:12 main:574] : INFO : Epoch 1722 | loss: 0.0311251 | val_loss: 0.0311447 | Time: 2193.33 ms [2022-03-12 07:51:14 main:574] : INFO : Epoch 1723 | loss: 0.0311293 | val_loss: 0.0311431 | Time: 2177.97 ms [2022-03-12 07:51:16 main:574] : INFO : Epoch 1724 | loss: 0.0311291 | val_loss: 0.0311419 | Time: 2168.04 ms [2022-03-12 07:51:18 main:574] : INFO : Epoch 1725 | loss: 0.031127 | val_loss: 0.0311378 | Time: 2167.55 ms [2022-03-12 07:51:21 main:574] : INFO : Epoch 1726 | loss: 0.0311298 | val_loss: 0.0311411 | Time: 2205.57 ms [2022-03-12 07:51:23 main:574] : INFO : Epoch 1727 | loss: 0.0311304 | val_loss: 0.0311518 | Time: 2158.68 ms [2022-03-12 07:51:25 main:574] : INFO : Epoch 1728 | loss: 0.0311296 | val_loss: 0.0311383 | Time: 2195.83 ms [2022-03-12 07:51:27 main:574] : INFO : Epoch 1729 | loss: 0.0311233 | val_loss: 0.0311364 | Time: 2173.99 ms [2022-03-12 07:51:29 main:574] : INFO : Epoch 1730 | loss: 0.0311208 | val_loss: 0.0311393 | Time: 2201.36 ms [2022-03-12 07:51:32 main:574] : INFO : Epoch 1731 | loss: 0.031121 | val_loss: 0.0311413 | Time: 2186.18 ms [2022-03-12 07:51:34 main:574] : INFO : Epoch 1732 | loss: 0.0311205 | val_loss: 0.0311398 | Time: 2222.75 ms [2022-03-12 07:51:36 main:574] : INFO : Epoch 1733 | loss: 0.0311239 | val_loss: 0.0311394 | Time: 2189.88 ms [2022-03-12 07:51:38 main:574] : INFO : Epoch 1734 | loss: 0.0311225 | val_loss: 0.0311586 | Time: 2182.71 ms [2022-03-12 07:51:40 main:574] : INFO : Epoch 1735 | loss: 0.0311249 | val_loss: 0.0311385 | Time: 2188.08 ms [2022-03-12 07:51:43 main:574] : INFO : Epoch 1736 | loss: 0.03112 | val_loss: 0.0311397 | Time: 2171.25 ms [2022-03-12 07:51:45 main:574] : INFO : Epoch 1737 | loss: 0.0311183 | val_loss: 0.0311379 | Time: 2152.21 ms [2022-03-12 07:51:47 main:574] : INFO : Epoch 1738 | loss: 0.0311216 | val_loss: 0.0311455 | Time: 2183.37 ms [2022-03-12 07:51:49 main:574] : INFO : Epoch 1739 | loss: 0.0311234 | val_loss: 0.0311397 | Time: 2181.49 ms [2022-03-12 07:51:51 main:574] : INFO : Epoch 1740 | loss: 0.0311259 | val_loss: 0.0311436 | Time: 2159.43 ms [2022-03-12 07:51:53 main:574] : INFO : Epoch 1741 | loss: 0.0311226 | val_loss: 0.0311391 | Time: 2161.06 ms [2022-03-12 07:51:56 main:574] : INFO : Epoch 1742 | loss: 0.0311226 | val_loss: 0.0311351 | Time: 2166.62 ms [2022-03-12 07:51:58 main:574] : INFO : Epoch 1743 | loss: 0.0311215 | val_loss: 0.031146 | Time: 2163.17 ms [2022-03-12 07:52:00 main:574] : INFO : Epoch 1744 | loss: 0.0311241 | val_loss: 0.0311445 | Time: 2169.82 ms [2022-03-12 07:52:02 main:574] : INFO : Epoch 1745 | loss: 0.0311244 | val_loss: 0.0311371 | Time: 2146.4 ms [2022-03-12 07:52:04 main:574] : INFO : Epoch 1746 | loss: 0.0311213 | val_loss: 0.031136 | Time: 2175.55 ms [2022-03-12 07:52:06 main:574] : INFO : Epoch 1747 | loss: 0.0311221 | val_loss: 0.0311353 | Time: 2172.79 ms [2022-03-12 07:52:09 main:574] : INFO : Epoch 1748 | loss: 0.0311216 | val_loss: 0.0311439 | Time: 2175.41 ms [2022-03-12 07:52:11 main:574] : INFO : Epoch 1749 | loss: 0.0311244 | val_loss: 0.0311332 | Time: 2163.29 ms [2022-03-12 07:52:13 main:574] : INFO : Epoch 1750 | loss: 0.0311224 | val_loss: 0.0311361 | Time: 2162.84 ms [2022-03-12 07:52:15 main:574] : INFO : Epoch 1751 | loss: 0.0311264 | val_loss: 0.0311379 | Time: 2163.05 ms [2022-03-12 07:52:17 main:574] : INFO : Epoch 1752 | loss: 0.0311245 | val_loss: 0.0311406 | Time: 2167.88 ms [2022-03-12 07:52:19 main:574] : INFO : Epoch 1753 | loss: 0.0311204 | val_loss: 0.031136 | Time: 2184.13 ms [2022-03-12 07:52:22 main:574] : INFO : Epoch 1754 | loss: 0.0311183 | val_loss: 0.0311329 | Time: 2170.06 ms [2022-03-12 07:52:24 main:574] : INFO : Epoch 1755 | loss: 0.0311165 | val_loss: 0.0311325 | Time: 2182.22 ms [2022-03-12 07:52:26 main:574] : INFO : Epoch 1756 | loss: 0.0311165 | val_loss: 0.031134 | Time: 2162.23 ms [2022-03-12 07:52:28 main:574] : INFO : Epoch 1757 | loss: 0.0311208 | val_loss: 0.031139 | Time: 2153.1 ms [2022-03-12 07:52:30 main:574] : INFO : Epoch 1758 | loss: 0.0311212 | val_loss: 0.0311347 | Time: 2168.8 ms [2022-03-12 07:52:32 main:574] : INFO : Epoch 1759 | loss: 0.0311193 | val_loss: 0.031134 | Time: 2166.15 ms [2022-03-12 07:52:35 main:574] : INFO : Epoch 1760 | loss: 0.0311175 | val_loss: 0.0311354 | Time: 2163.24 ms [2022-03-12 07:52:37 main:574] : INFO : Epoch 1761 | loss: 0.0311186 | val_loss: 0.0311333 | Time: 2161.1 ms [2022-03-12 07:52:39 main:574] : INFO : Epoch 1762 | loss: 0.0311185 | val_loss: 0.0311369 | Time: 2170.04 ms [2022-03-12 07:52:41 main:574] : INFO : Epoch 1763 | loss: 0.0311183 | val_loss: 0.0311365 | Time: 2148.13 ms [2022-03-12 07:52:43 main:574] : INFO : Epoch 1764 | loss: 0.0311174 | val_loss: 0.0311341 | Time: 2163.37 ms [2022-03-12 07:52:45 main:574] : INFO : Epoch 1765 | loss: 0.0311169 | val_loss: 0.0311367 | Time: 2164.98 ms [2022-03-12 07:52:48 main:574] : INFO : Epoch 1766 | loss: 0.0311155 | val_loss: 0.0311332 | Time: 2147.03 ms [2022-03-12 07:52:50 main:574] : INFO : Epoch 1767 | loss: 0.0311159 | val_loss: 0.0311331 | Time: 2178.5 ms [2022-03-12 07:52:52 main:574] : INFO : Epoch 1768 | loss: 0.0311189 | val_loss: 0.0311325 | Time: 2163.04 ms [2022-03-12 07:52:54 main:574] : INFO : Epoch 1769 | loss: 0.0311256 | val_loss: 0.0311393 | Time: 2163.58 ms [2022-03-12 07:52:56 main:574] : INFO : Epoch 1770 | loss: 0.0311219 | val_loss: 0.0311357 | Time: 2136.29 ms [2022-03-12 07:52:58 main:574] : INFO : Epoch 1771 | loss: 0.0311183 | val_loss: 0.0311334 | Time: 2165.09 ms [2022-03-12 07:53:01 main:574] : INFO : Epoch 1772 | loss: 0.0311195 | val_loss: 0.0311381 | Time: 2168.74 ms [2022-03-12 07:53:03 main:574] : INFO : Epoch 1773 | loss: 0.0311176 | val_loss: 0.0311346 | Time: 2157.63 ms [2022-03-12 07:53:05 main:574] : INFO : Epoch 1774 | loss: 0.0311164 | val_loss: 0.0311304 | Time: 2151.72 ms [2022-03-12 07:53:07 main:574] : INFO : Epoch 1775 | loss: 0.0311168 | val_loss: 0.0311324 | Time: 2178.72 ms [2022-03-12 07:53:09 main:574] : INFO : Epoch 1776 | loss: 0.0311145 | val_loss: 0.0311311 | Time: 2170.47 ms [2022-03-12 07:53:11 main:574] : INFO : Epoch 1777 | loss: 0.031117 | val_loss: 0.0311319 | Time: 2160.5 ms [2022-03-12 07:53:14 main:574] : INFO : Epoch 1778 | loss: 0.0311146 | val_loss: 0.0311327 | Time: 2168.22 ms [2022-03-12 07:53:16 main:574] : INFO : Epoch 1779 | loss: 0.031116 | val_loss: 0.0311334 | Time: 2159.92 ms [2022-03-12 07:53:18 main:574] : INFO : Epoch 1780 | loss: 0.0311139 | val_loss: 0.0311318 | Time: 2165.18 ms [2022-03-12 07:53:20 main:574] : INFO : Epoch 1781 | loss: 0.0311142 | val_loss: 0.031134 | Time: 2155.82 ms [2022-03-12 07:53:22 main:574] : INFO : Epoch 1782 | loss: 0.031115 | val_loss: 0.0311385 | Time: 2168.91 ms [2022-03-12 07:53:24 main:574] : INFO : Epoch 1783 | loss: 0.0311138 | val_loss: 0.0311353 | Time: 2159.52 ms [2022-03-12 07:53:27 main:574] : INFO : Epoch 1784 | loss: 0.0311143 | val_loss: 0.0311355 | Time: 2172.74 ms [2022-03-12 07:53:29 main:574] : INFO : Epoch 1785 | loss: 0.0311145 | val_loss: 0.0311338 | Time: 2160.07 ms [2022-03-12 07:53:31 main:574] : INFO : Epoch 1786 | loss: 0.0311182 | val_loss: 0.0311377 | Time: 2165.09 ms [2022-03-12 07:53:33 main:574] : INFO : Epoch 1787 | loss: 0.0311179 | val_loss: 0.0311371 | Time: 2162.23 ms [2022-03-12 07:53:35 main:574] : INFO : Epoch 1788 | loss: 0.0311192 | val_loss: 0.0311362 | Time: 2158.8 ms [2022-03-12 07:53:38 main:574] : INFO : Epoch 1789 | loss: 0.0311188 | val_loss: 0.0311349 | Time: 2173.39 ms [2022-03-12 07:53:40 main:574] : INFO : Epoch 1790 | loss: 0.0311185 | val_loss: 0.0311462 | Time: 2165.84 ms [2022-03-12 07:53:42 main:574] : INFO : Epoch 1791 | loss: 0.031118 | val_loss: 0.0311371 | Time: 2157.64 ms [2022-03-12 07:53:44 main:574] : INFO : Epoch 1792 | loss: 0.0311155 | val_loss: 0.0311368 | Time: 2144 ms [2022-03-12 07:53:46 main:574] : INFO : Epoch 1793 | loss: 0.0311153 | val_loss: 0.0311365 | Time: 2167.37 ms [2022-03-12 07:53:48 main:574] : INFO : Epoch 1794 | loss: 0.0311165 | val_loss: 0.0311322 | Time: 2163.18 ms [2022-03-12 07:53:51 main:574] : INFO : Epoch 1795 | loss: 0.0311168 | val_loss: 0.0311316 | Time: 2166.18 ms [2022-03-12 07:53:53 main:574] : INFO : Epoch 1796 | loss: 0.0311178 | val_loss: 0.031136 | Time: 2159.39 ms [2022-03-12 07:53:55 main:574] : INFO : Epoch 1797 | loss: 0.031117 | val_loss: 0.0311334 | Time: 2177.83 ms [2022-03-12 07:53:57 main:574] : INFO : Epoch 1798 | loss: 0.0311168 | val_loss: 0.0311309 | Time: 2146.93 ms [2022-03-12 07:53:59 main:574] : INFO : Epoch 1799 | loss: 0.0311157 | val_loss: 0.0311327 | Time: 2153.63 ms [2022-03-12 07:54:01 main:574] : INFO : Epoch 1800 | loss: 0.0311155 | val_loss: 0.0311303 | Time: 2166.16 ms [2022-03-12 07:54:04 main:574] : INFO : Epoch 1801 | loss: 0.0311145 | val_loss: 0.0311309 | Time: 2167.72 ms [2022-03-12 07:54:06 main:574] : INFO : Epoch 1802 | loss: 0.0311181 | val_loss: 0.0311313 | Time: 2165.22 ms [2022-03-12 07:54:08 main:574] : INFO : Epoch 1803 | loss: 0.0311203 | val_loss: 0.0311367 | Time: 2163.62 ms [2022-03-12 07:54:10 main:574] : INFO : Epoch 1804 | loss: 0.0311186 | val_loss: 0.0311422 | Time: 2162.2 ms [2022-03-12 07:54:12 main:574] : INFO : Epoch 1805 | loss: 0.0311206 | val_loss: 0.0311347 | Time: 2166.89 ms [2022-03-12 07:54:14 main:574] : INFO : Epoch 1806 | loss: 0.0311214 | val_loss: 0.0311318 | Time: 2158.72 ms [2022-03-12 07:54:17 main:574] : INFO : Epoch 1807 | loss: 0.0311243 | val_loss: 0.0311342 | Time: 2216.03 ms [2022-03-12 07:54:19 main:574] : INFO : Epoch 1808 | loss: 0.031124 | val_loss: 0.0311346 | Time: 2160.46 ms [2022-03-12 07:54:21 main:574] : INFO : Epoch 1809 | loss: 0.0311208 | val_loss: 0.0311328 | Time: 2150.69 ms [2022-03-12 07:54:23 main:574] : INFO : Epoch 1810 | loss: 0.0311207 | val_loss: 0.0311359 | Time: 2158.54 ms [2022-03-12 07:54:25 main:574] : INFO : Epoch 1811 | loss: 0.031131 | val_loss: 0.0311408 | Time: 2165.71 ms [2022-03-12 07:54:27 main:574] : INFO : Epoch 1812 | loss: 0.0311263 | val_loss: 0.0311329 | Time: 2198.8 ms [2022-03-12 07:54:30 main:574] : INFO : Epoch 1813 | loss: 0.0311222 | val_loss: 0.0311322 | Time: 2159 ms [2022-03-12 07:54:32 main:574] : INFO : Epoch 1814 | loss: 0.0311181 | val_loss: 0.0311345 | Time: 2152.06 ms [2022-03-12 07:54:34 main:574] : INFO : Epoch 1815 | loss: 0.031118 | val_loss: 0.0311332 | Time: 2167.64 ms [2022-03-12 07:54:36 main:574] : INFO : Epoch 1816 | loss: 0.0311191 | val_loss: 0.0311444 | Time: 2179.93 ms [2022-03-12 07:54:38 main:574] : INFO : Epoch 1817 | loss: 0.0311213 | val_loss: 0.0311349 | Time: 2163.16 ms [2022-03-12 07:54:40 main:574] : INFO : Epoch 1818 | loss: 0.0311165 | val_loss: 0.0311315 | Time: 2164.04 ms [2022-03-12 07:54:43 main:574] : INFO : Epoch 1819 | loss: 0.0311168 | val_loss: 0.0311452 | Time: 2162.69 ms [2022-03-12 07:54:45 main:574] : INFO : Epoch 1820 | loss: 0.0311187 | val_loss: 0.0311398 | Time: 2162.53 ms [2022-03-12 07:54:47 main:574] : INFO : Epoch 1821 | loss: 0.0311244 | val_loss: 0.0311485 | Time: 2162.03 ms [2022-03-12 07:54:49 main:574] : INFO : Epoch 1822 | loss: 0.0311198 | val_loss: 0.0311374 | Time: 2173.45 ms [2022-03-12 07:54:51 main:574] : INFO : Epoch 1823 | loss: 0.0311188 | val_loss: 0.0311425 | Time: 2160.52 ms [2022-03-12 07:54:54 main:574] : INFO : Epoch 1824 | loss: 0.0311206 | val_loss: 0.0311396 | Time: 2173.15 ms [2022-03-12 07:54:56 main:574] : INFO : Epoch 1825 | loss: 0.0311159 | val_loss: 0.0311369 | Time: 2186.59 ms [2022-03-12 07:54:58 main:574] : INFO : Epoch 1826 | loss: 0.0311151 | val_loss: 0.0311349 | Time: 2158.08 ms [2022-03-12 07:55:00 main:574] : INFO : Epoch 1827 | loss: 0.0311129 | val_loss: 0.0311322 | Time: 2176.43 ms [2022-03-12 07:55:02 main:574] : INFO : Epoch 1828 | loss: 0.0311223 | val_loss: 0.0311385 | Time: 2164.5 ms [2022-03-12 07:55:04 main:574] : INFO : Epoch 1829 | loss: 0.0311331 | val_loss: 0.03114 | Time: 2166.05 ms [2022-03-12 07:55:07 main:574] : INFO : Epoch 1830 | loss: 0.0311307 | val_loss: 0.0311367 | Time: 2164.2 ms [2022-03-12 07:55:09 main:574] : INFO : Epoch 1831 | loss: 0.0311251 | val_loss: 0.0311374 | Time: 2199.54 ms [2022-03-12 07:55:11 main:574] : INFO : Epoch 1832 | loss: 0.0311259 | val_loss: 0.0311414 | Time: 2164.95 ms [2022-03-12 07:55:13 main:574] : INFO : Epoch 1833 | loss: 0.0311273 | val_loss: 0.0311485 | Time: 2167.44 ms [2022-03-12 07:55:15 main:574] : INFO : Epoch 1834 | loss: 0.0311286 | val_loss: 0.0311398 | Time: 2167.96 ms [2022-03-12 07:55:17 main:574] : INFO : Epoch 1835 | loss: 0.0311293 | val_loss: 0.0311428 | Time: 2175.21 ms [2022-03-12 07:55:20 main:574] : INFO : Epoch 1836 | loss: 0.031127 | val_loss: 0.0311433 | Time: 2161.74 ms [2022-03-12 07:55:22 main:574] : INFO : Epoch 1837 | loss: 0.0311277 | val_loss: 0.0311484 | Time: 2178.1 ms [2022-03-12 07:55:24 main:574] : INFO : Epoch 1838 | loss: 0.0311324 | val_loss: 0.0311525 | Time: 2196.34 ms [2022-03-12 07:55:26 main:574] : INFO : Epoch 1839 | loss: 0.0311328 | val_loss: 0.0311467 | Time: 2169.06 ms [2022-03-12 07:55:28 main:574] : INFO : Epoch 1840 | loss: 0.0311315 | val_loss: 0.0311442 | Time: 2167.61 ms [2022-03-12 07:55:31 main:574] : INFO : Epoch 1841 | loss: 0.0311304 | val_loss: 0.0311452 | Time: 2166.79 ms [2022-03-12 07:55:33 main:574] : INFO : Epoch 1842 | loss: 0.0311273 | val_loss: 0.0311412 | Time: 2144.68 ms [2022-03-12 07:55:35 main:574] : INFO : Epoch 1843 | loss: 0.0311236 | val_loss: 0.0311433 | Time: 2164.01 ms [2022-03-12 07:55:37 main:574] : INFO : Epoch 1844 | loss: 0.0311258 | val_loss: 0.0311416 | Time: 2166.46 ms [2022-03-12 07:55:39 main:574] : INFO : Epoch 1845 | loss: 0.0311218 | val_loss: 0.0311379 | Time: 2163.62 ms [2022-03-12 07:55:41 main:574] : INFO : Epoch 1846 | loss: 0.0311248 | val_loss: 0.0311359 | Time: 2184.59 ms [2022-03-12 07:55:44 main:574] : INFO : Epoch 1847 | loss: 0.0311249 | val_loss: 0.0311348 | Time: 2173.23 ms [2022-03-12 07:55:46 main:574] : INFO : Epoch 1848 | loss: 0.031122 | val_loss: 0.0311346 | Time: 2160.72 ms [2022-03-12 07:55:48 main:574] : INFO : Epoch 1849 | loss: 0.0311215 | val_loss: 0.0311358 | Time: 2183.29 ms [2022-03-12 07:55:50 main:574] : INFO : Epoch 1850 | loss: 0.0311204 | val_loss: 0.0311413 | Time: 2162.73 ms [2022-03-12 07:55:52 main:574] : INFO : Epoch 1851 | loss: 0.0311216 | val_loss: 0.0311381 | Time: 2150.31 ms [2022-03-12 07:55:54 main:574] : INFO : Epoch 1852 | loss: 0.0311203 | val_loss: 0.0311395 | Time: 2190.47 ms [2022-03-12 07:55:57 main:574] : INFO : Epoch 1853 | loss: 0.0311238 | val_loss: 0.0311389 | Time: 2175.81 ms [2022-03-12 07:55:59 main:574] : INFO : Epoch 1854 | loss: 0.0311231 | val_loss: 0.0311407 | Time: 2209.89 ms [2022-03-12 07:56:01 main:574] : INFO : Epoch 1855 | loss: 0.0311213 | val_loss: 0.0311392 | Time: 2164.32 ms [2022-03-12 07:56:03 main:574] : INFO : Epoch 1856 | loss: 0.0311231 | val_loss: 0.0311363 | Time: 2207.5 ms [2022-03-12 07:56:05 main:574] : INFO : Epoch 1857 | loss: 0.0311217 | val_loss: 0.0311405 | Time: 2191 ms [2022-03-12 07:56:08 main:574] : INFO : Epoch 1858 | loss: 0.031122 | val_loss: 0.0311392 | Time: 2170.59 ms [2022-03-12 07:56:10 main:574] : INFO : Epoch 1859 | loss: 0.0311236 | val_loss: 0.031145 | Time: 2172.51 ms [2022-03-12 07:56:12 main:574] : INFO : Epoch 1860 | loss: 0.0311265 | val_loss: 0.0311468 | Time: 2185.79 ms [2022-03-12 07:56:14 main:574] : INFO : Epoch 1861 | loss: 0.031121 | val_loss: 0.0311372 | Time: 2174.89 ms [2022-03-12 07:56:16 main:574] : INFO : Epoch 1862 | loss: 0.0311231 | val_loss: 0.0311357 | Time: 2177.44 ms [2022-03-12 07:56:19 main:574] : INFO : Epoch 1863 | loss: 0.0311226 | val_loss: 0.0311339 | Time: 2192.28 ms [2022-03-12 07:56:21 main:574] : INFO : Epoch 1864 | loss: 0.0311201 | val_loss: 0.0311385 | Time: 2191.75 ms [2022-03-12 07:56:23 main:574] : INFO : Epoch 1865 | loss: 0.0311183 | val_loss: 0.0311348 | Time: 2189.77 ms [2022-03-12 07:56:25 main:574] : INFO : Epoch 1866 | loss: 0.0311185 | val_loss: 0.0311382 | Time: 2170.11 ms [2022-03-12 07:56:27 main:574] : INFO : Epoch 1867 | loss: 0.0311185 | val_loss: 0.0311366 | Time: 2188.08 ms [2022-03-12 07:56:29 main:574] : INFO : Epoch 1868 | loss: 0.0311186 | val_loss: 0.0311345 | Time: 2172.85 ms [2022-03-12 07:56:32 main:574] : INFO : Epoch 1869 | loss: 0.0311174 | val_loss: 0.0311335 | Time: 2150.93 ms [2022-03-12 07:56:34 main:574] : INFO : Epoch 1870 | loss: 0.0311168 | val_loss: 0.0311332 | Time: 2170.18 ms [2022-03-12 07:56:36 main:574] : INFO : Epoch 1871 | loss: 0.0311175 | val_loss: 0.0311355 | Time: 2184.73 ms [2022-03-12 07:56:38 main:574] : INFO : Epoch 1872 | loss: 0.0311176 | val_loss: 0.0311372 | Time: 2177.45 ms [2022-03-12 07:56:40 main:574] : INFO : Epoch 1873 | loss: 0.0311186 | val_loss: 0.0311355 | Time: 2165.57 ms [2022-03-12 07:56:43 main:574] : INFO : Epoch 1874 | loss: 0.0311166 | val_loss: 0.0311328 | Time: 2187.45 ms [2022-03-12 07:56:45 main:574] : INFO : Epoch 1875 | loss: 0.0311151 | val_loss: 0.0311422 | Time: 2152.57 ms [2022-03-12 07:56:47 main:574] : INFO : Epoch 1876 | loss: 0.0311256 | val_loss: 0.0311386 | Time: 2173.06 ms [2022-03-12 07:56:49 main:574] : INFO : Epoch 1877 | loss: 0.0311233 | val_loss: 0.0311352 | Time: 2173.55 ms [2022-03-12 07:56:51 main:574] : INFO : Epoch 1878 | loss: 0.0311209 | val_loss: 0.0311394 | Time: 2183.38 ms [2022-03-12 07:56:53 main:574] : INFO : Epoch 1879 | loss: 0.0311179 | val_loss: 0.0311356 | Time: 2205.26 ms [2022-03-12 07:56:56 main:574] : INFO : Epoch 1880 | loss: 0.0311155 | val_loss: 0.0311333 | Time: 2155.01 ms [2022-03-12 07:56:58 main:574] : INFO : Epoch 1881 | loss: 0.031116 | val_loss: 0.0311353 | Time: 2167.14 ms [2022-03-12 07:57:00 main:574] : INFO : Epoch 1882 | loss: 0.0311155 | val_loss: 0.0311404 | Time: 2164.77 ms [2022-03-12 07:57:02 main:574] : INFO : Epoch 1883 | loss: 0.031115 | val_loss: 0.0311361 | Time: 2154.96 ms [2022-03-12 07:57:04 main:574] : INFO : Epoch 1884 | loss: 0.0311142 | val_loss: 0.0311352 | Time: 2223.58 ms [2022-03-12 07:57:06 main:574] : INFO : Epoch 1885 | loss: 0.0311145 | val_loss: 0.0311357 | Time: 2161.84 ms [2022-03-12 07:57:09 main:574] : INFO : Epoch 1886 | loss: 0.0311163 | val_loss: 0.0311339 | Time: 2153.4 ms [2022-03-12 07:57:11 main:574] : INFO : Epoch 1887 | loss: 0.0311152 | val_loss: 0.0311347 | Time: 2180.78 ms [2022-03-12 07:57:13 main:574] : INFO : Epoch 1888 | loss: 0.0311149 | val_loss: 0.0311342 | Time: 2182.97 ms [2022-03-12 07:57:15 main:574] : INFO : Epoch 1889 | loss: 0.0311162 | val_loss: 0.0311351 | Time: 2164.76 ms [2022-03-12 07:57:17 main:574] : INFO : Epoch 1890 | loss: 0.0311144 | val_loss: 0.031135 | Time: 2173.1 ms [2022-03-12 07:57:20 main:574] : INFO : Epoch 1891 | loss: 0.0311147 | val_loss: 0.0311358 | Time: 2163.82 ms [2022-03-12 07:57:22 main:574] : INFO : Epoch 1892 | loss: 0.031118 | val_loss: 0.0311343 | Time: 2168.22 ms [2022-03-12 07:57:24 main:574] : INFO : Epoch 1893 | loss: 0.0311172 | val_loss: 0.0311345 | Time: 2182.35 ms [2022-03-12 07:57:26 main:574] : INFO : Epoch 1894 | loss: 0.0311166 | val_loss: 0.0311403 | Time: 2163.34 ms [2022-03-12 07:57:28 main:574] : INFO : Epoch 1895 | loss: 0.0311209 | val_loss: 0.0311404 | Time: 2167.54 ms [2022-03-12 07:57:30 main:574] : INFO : Epoch 1896 | loss: 0.0311247 | val_loss: 0.0311417 | Time: 2174.88 ms [2022-03-12 07:57:33 main:574] : INFO : Epoch 1897 | loss: 0.0311182 | val_loss: 0.0311438 | Time: 2162.05 ms [2022-03-12 07:57:35 main:574] : INFO : Epoch 1898 | loss: 0.0311192 | val_loss: 0.0311454 | Time: 2164.33 ms [2022-03-12 07:57:37 main:574] : INFO : Epoch 1899 | loss: 0.0311166 | val_loss: 0.0311337 | Time: 2157.21 ms [2022-03-12 07:57:39 main:574] : INFO : Epoch 1900 | loss: 0.0311145 | val_loss: 0.0311346 | Time: 2165.88 ms [2022-03-12 07:57:41 main:574] : INFO : Epoch 1901 | loss: 0.0311137 | val_loss: 0.0311387 | Time: 2158.6 ms [2022-03-12 07:57:43 main:574] : INFO : Epoch 1902 | loss: 0.0311151 | val_loss: 0.0311353 | Time: 2191.99 ms [2022-03-12 07:57:46 main:574] : INFO : Epoch 1903 | loss: 0.0311155 | val_loss: 0.031139 | Time: 2162.78 ms [2022-03-12 07:57:48 main:574] : INFO : Epoch 1904 | loss: 0.0311156 | val_loss: 0.0311413 | Time: 2192.15 ms [2022-03-12 07:57:50 main:574] : INFO : Epoch 1905 | loss: 0.0311175 | val_loss: 0.0311385 | Time: 2166.98 ms [2022-03-12 07:57:52 main:574] : INFO : Epoch 1906 | loss: 0.0311168 | val_loss: 0.0311354 | Time: 2159.7 ms [2022-03-12 07:57:54 main:574] : INFO : Epoch 1907 | loss: 0.0311162 | val_loss: 0.0311346 | Time: 2168.22 ms [2022-03-12 07:57:57 main:574] : INFO : Epoch 1908 | loss: 0.0311175 | val_loss: 0.031135 | Time: 2168.13 ms [2022-03-12 07:57:59 main:574] : INFO : Epoch 1909 | loss: 0.0311215 | val_loss: 0.0311407 | Time: 2169.78 ms [2022-03-12 07:58:01 main:574] : INFO : Epoch 1910 | loss: 0.031125 | val_loss: 0.031143 | Time: 2159.97 ms [2022-03-12 07:58:03 main:574] : INFO : Epoch 1911 | loss: 0.0311262 | val_loss: 0.0311384 | Time: 2172.62 ms [2022-03-12 07:58:05 main:574] : INFO : Epoch 1912 | loss: 0.0311243 | val_loss: 0.0311456 | Time: 2162.96 ms [2022-03-12 07:58:07 main:574] : INFO : Epoch 1913 | loss: 0.0311214 | val_loss: 0.0311366 | Time: 2180.87 ms [2022-03-12 07:58:10 main:574] : INFO : Epoch 1914 | loss: 0.0311258 | val_loss: 0.0311399 | Time: 2169.95 ms [2022-03-12 07:58:12 main:574] : INFO : Epoch 1915 | loss: 0.0311308 | val_loss: 0.0311494 | Time: 2150.71 ms [2022-03-12 07:58:14 main:574] : INFO : Epoch 1916 | loss: 0.0311247 | val_loss: 0.0311509 | Time: 2134.1 ms [2022-03-12 07:58:16 main:574] : INFO : Epoch 1917 | loss: 0.0311181 | val_loss: 0.0311353 | Time: 2165.75 ms [2022-03-12 07:58:18 main:574] : INFO : Epoch 1918 | loss: 0.0311136 | val_loss: 0.0311363 | Time: 2183.7 ms [2022-03-12 07:58:20 main:574] : INFO : Epoch 1919 | loss: 0.0311146 | val_loss: 0.0311354 | Time: 2161.94 ms [2022-03-12 07:58:23 main:574] : INFO : Epoch 1920 | loss: 0.0311139 | val_loss: 0.0311348 | Time: 2167.14 ms [2022-03-12 07:58:25 main:574] : INFO : Epoch 1921 | loss: 0.0311132 | val_loss: 0.0311346 | Time: 2170.63 ms [2022-03-12 07:58:27 main:574] : INFO : Epoch 1922 | loss: 0.031115 | val_loss: 0.0311375 | Time: 2168.83 ms [2022-03-12 07:58:29 main:574] : INFO : Epoch 1923 | loss: 0.0311169 | val_loss: 0.0311359 | Time: 2178.98 ms [2022-03-12 07:58:31 main:574] : INFO : Epoch 1924 | loss: 0.0311142 | val_loss: 0.0311351 | Time: 2165.36 ms [2022-03-12 07:58:33 main:574] : INFO : Epoch 1925 | loss: 0.0311152 | val_loss: 0.0311374 | Time: 2191.46 ms [2022-03-12 07:58:36 main:574] : INFO : Epoch 1926 | loss: 0.0311167 | val_loss: 0.0311383 | Time: 2170.15 ms [2022-03-12 07:58:38 main:574] : INFO : Epoch 1927 | loss: 0.0311179 | val_loss: 0.0311406 | Time: 2175.92 ms [2022-03-12 07:58:40 main:574] : INFO : Epoch 1928 | loss: 0.0311171 | val_loss: 0.0311369 | Time: 2223.2 ms [2022-03-12 07:58:42 main:574] : INFO : Epoch 1929 | loss: 0.0311176 | val_loss: 0.0311398 | Time: 2159.62 ms [2022-03-12 07:58:44 main:574] : INFO : Epoch 1930 | loss: 0.031117 | val_loss: 0.0311356 | Time: 2160.82 ms [2022-03-12 07:58:47 main:574] : INFO : Epoch 1931 | loss: 0.0311171 | val_loss: 0.0311416 | Time: 2163.83 ms [2022-03-12 07:58:49 main:574] : INFO : Epoch 1932 | loss: 0.0311187 | val_loss: 0.031136 | Time: 2167.88 ms [2022-03-12 07:58:51 main:574] : INFO : Epoch 1933 | loss: 0.0311229 | val_loss: 0.0311448 | Time: 2163.72 ms [2022-03-12 07:58:53 main:574] : INFO : Epoch 1934 | loss: 0.0311274 | val_loss: 0.0311371 | Time: 2162.11 ms [2022-03-12 07:58:55 main:574] : INFO : Epoch 1935 | loss: 0.0311211 | val_loss: 0.0311438 | Time: 2172.18 ms [2022-03-12 07:58:57 main:574] : INFO : Epoch 1936 | loss: 0.0311228 | val_loss: 0.0311463 | Time: 2164.48 ms [2022-03-12 07:59:00 main:574] : INFO : Epoch 1937 | loss: 0.0311229 | val_loss: 0.0311449 | Time: 2181.08 ms [2022-03-12 07:59:02 main:574] : INFO : Epoch 1938 | loss: 0.0311256 | val_loss: 0.0311417 | Time: 2154.94 ms [2022-03-12 07:59:04 main:574] : INFO : Epoch 1939 | loss: 0.0311202 | val_loss: 0.0311457 | Time: 2170.84 ms [2022-03-12 07:59:06 main:574] : INFO : Epoch 1940 | loss: 0.0311192 | val_loss: 0.031137 | Time: 2134.16 ms [2022-03-12 07:59:08 main:574] : INFO : Epoch 1941 | loss: 0.0311172 | val_loss: 0.0311396 | Time: 2178.11 ms [2022-03-12 07:59:10 main:574] : INFO : Epoch 1942 | loss: 0.0311146 | val_loss: 0.0311372 | Time: 2162.21 ms [2022-03-12 07:59:13 main:574] : INFO : Epoch 1943 | loss: 0.0311136 | val_loss: 0.0311357 | Time: 2177.77 ms [2022-03-12 07:59:15 main:574] : INFO : Epoch 1944 | loss: 0.0311171 | val_loss: 0.0311378 | Time: 2168.05 ms [2022-03-12 07:59:17 main:574] : INFO : Epoch 1945 | loss: 0.0311158 | val_loss: 0.0311314 | Time: 2171.29 ms [2022-03-12 07:59:19 main:574] : INFO : Epoch 1946 | loss: 0.0311146 | val_loss: 0.0311315 | Time: 2165.76 ms [2022-03-12 07:59:21 main:574] : INFO : Epoch 1947 | loss: 0.0311137 | val_loss: 0.0311353 | Time: 2162.83 ms [2022-03-12 07:59:23 main:574] : INFO : Epoch 1948 | loss: 0.0311146 | val_loss: 0.0311311 | Time: 2152.22 ms [2022-03-12 07:59:26 main:574] : INFO : Epoch 1949 | loss: 0.0311156 | val_loss: 0.0311325 | Time: 2157.55 ms [2022-03-12 07:59:28 main:574] : INFO : Epoch 1950 | loss: 0.0311126 | val_loss: 0.0311353 | Time: 2216.6 ms [2022-03-12 07:59:30 main:574] : INFO : Epoch 1951 | loss: 0.0311142 | val_loss: 0.0311332 | Time: 2154.16 ms [2022-03-12 07:59:32 main:574] : INFO : Epoch 1952 | loss: 0.0311135 | val_loss: 0.0311381 | Time: 2175.38 ms [2022-03-12 07:59:34 main:574] : INFO : Epoch 1953 | loss: 0.0311129 | val_loss: 0.0311323 | Time: 2163.9 ms [2022-03-12 07:59:37 main:574] : INFO : Epoch 1954 | loss: 0.0311167 | val_loss: 0.0311381 | Time: 2213.34 ms [2022-03-12 07:59:39 main:574] : INFO : Epoch 1955 | loss: 0.031123 | val_loss: 0.0311376 | Time: 2163.76 ms [2022-03-12 07:59:41 main:574] : INFO : Epoch 1956 | loss: 0.0311209 | val_loss: 0.0311368 | Time: 2164.69 ms [2022-03-12 07:59:43 main:574] : INFO : Epoch 1957 | loss: 0.0311201 | val_loss: 0.0311363 | Time: 2156.35 ms [2022-03-12 07:59:45 main:574] : INFO : Epoch 1958 | loss: 0.0311314 | val_loss: 0.0311445 | Time: 2176.04 ms [2022-03-12 07:59:47 main:574] : INFO : Epoch 1959 | loss: 0.0311224 | val_loss: 0.031141 | Time: 2158.31 ms [2022-03-12 07:59:50 main:574] : INFO : Epoch 1960 | loss: 0.0311222 | val_loss: 0.031136 | Time: 2194.27 ms [2022-03-12 07:59:52 main:574] : INFO : Epoch 1961 | loss: 0.0311222 | val_loss: 0.0311369 | Time: 2159.94 ms [2022-03-12 07:59:54 main:574] : INFO : Epoch 1962 | loss: 0.0311217 | val_loss: 0.0311369 | Time: 2155.86 ms [2022-03-12 07:59:56 main:574] : INFO : Epoch 1963 | loss: 0.0311202 | val_loss: 0.0311387 | Time: 2177.52 ms [2022-03-12 07:59:58 main:574] : INFO : Epoch 1964 | loss: 0.0311226 | val_loss: 0.0311338 | Time: 2176.97 ms [2022-03-12 08:00:00 main:574] : INFO : Epoch 1965 | loss: 0.0311225 | val_loss: 0.031136 | Time: 2161.96 ms [2022-03-12 08:00:03 main:574] : INFO : Epoch 1966 | loss: 0.0311262 | val_loss: 0.0311437 | Time: 2169.34 ms [2022-03-12 08:00:05 main:574] : INFO : Epoch 1967 | loss: 0.0311263 | val_loss: 0.0311411 | Time: 2166.23 ms [2022-03-12 08:00:07 main:574] : INFO : Epoch 1968 | loss: 0.0311243 | val_loss: 0.0311389 | Time: 2166.83 ms [2022-03-12 08:00:09 main:574] : INFO : Epoch 1969 | loss: 0.0311243 | val_loss: 0.0311403 | Time: 2161.5 ms [2022-03-12 08:00:11 main:574] : INFO : Epoch 1970 | loss: 0.0311212 | val_loss: 0.0311361 | Time: 2166.34 ms [2022-03-12 08:00:13 main:574] : INFO : Epoch 1971 | loss: 0.0311202 | val_loss: 0.0311418 | Time: 2167.9 ms [2022-03-12 08:00:16 main:574] : INFO : Epoch 1972 | loss: 0.0311228 | val_loss: 0.0311386 | Time: 2193.64 ms [2022-03-12 08:00:18 main:574] : INFO : Epoch 1973 | loss: 0.03112 | val_loss: 0.0311389 | Time: 2172.22 ms [2022-03-12 08:00:20 main:574] : INFO : Epoch 1974 | loss: 0.0311212 | val_loss: 0.0311352 | Time: 2186.6 ms [2022-03-12 08:00:22 main:574] : INFO : Epoch 1975 | loss: 0.03112 | val_loss: 0.0311346 | Time: 2159.75 ms [2022-03-12 08:00:24 main:574] : INFO : Epoch 1976 | loss: 0.0311193 | val_loss: 0.0311378 | Time: 2167.08 ms [2022-03-12 08:00:27 main:574] : INFO : Epoch 1977 | loss: 0.0311173 | val_loss: 0.0311394 | Time: 2141.99 ms [2022-03-12 08:00:29 main:574] : INFO : Epoch 1978 | loss: 0.0311264 | val_loss: 0.0311339 | Time: 2158.02 ms [2022-03-12 08:00:31 main:574] : INFO : Epoch 1979 | loss: 0.0311197 | val_loss: 0.0311339 | Time: 2154.04 ms [2022-03-12 08:00:33 main:574] : INFO : Epoch 1980 | loss: 0.0311176 | val_loss: 0.0311341 | Time: 2167.19 ms [2022-03-12 08:00:35 main:574] : INFO : Epoch 1981 | loss: 0.0311171 | val_loss: 0.0311327 | Time: 2163.23 ms [2022-03-12 08:00:37 main:574] : INFO : Epoch 1982 | loss: 0.0311162 | val_loss: 0.0311354 | Time: 2153.87 ms [2022-03-12 08:00:40 main:574] : INFO : Epoch 1983 | loss: 0.0311264 | val_loss: 0.0311414 | Time: 2162.17 ms [2022-03-12 08:00:42 main:574] : INFO : Epoch 1984 | loss: 0.0311344 | val_loss: 0.0311429 | Time: 2174.47 ms [2022-03-12 08:00:44 main:574] : INFO : Epoch 1985 | loss: 0.0311283 | val_loss: 0.0311404 | Time: 2231.38 ms [2022-03-12 08:00:46 main:574] : INFO : Epoch 1986 | loss: 0.0311253 | val_loss: 0.0311379 | Time: 2197.43 ms [2022-03-12 08:00:48 main:574] : INFO : Epoch 1987 | loss: 0.031123 | val_loss: 0.0311369 | Time: 2178.36 ms [2022-03-12 08:00:51 main:574] : INFO : Epoch 1988 | loss: 0.0311226 | val_loss: 0.0311382 | Time: 2173.44 ms [2022-03-12 08:00:53 main:574] : INFO : Epoch 1989 | loss: 0.0311225 | val_loss: 0.0311378 | Time: 2193.55 ms [2022-03-12 08:00:55 main:574] : INFO : Epoch 1990 | loss: 0.031121 | val_loss: 0.0311394 | Time: 2158.63 ms [2022-03-12 08:00:57 main:574] : INFO : Epoch 1991 | loss: 0.0311233 | val_loss: 0.0311409 | Time: 2188.26 ms [2022-03-12 08:00:59 main:574] : INFO : Epoch 1992 | loss: 0.0311225 | val_loss: 0.0311358 | Time: 2173.96 ms [2022-03-12 08:01:01 main:574] : INFO : Epoch 1993 | loss: 0.0311219 | val_loss: 0.0311366 | Time: 2195.87 ms [2022-03-12 08:01:04 main:574] : INFO : Epoch 1994 | loss: 0.031124 | val_loss: 0.0311497 | Time: 2175.36 ms [2022-03-12 08:01:06 main:574] : INFO : Epoch 1995 | loss: 0.0311257 | val_loss: 0.0311412 | Time: 2181.92 ms [2022-03-12 08:01:08 main:574] : INFO : Epoch 1996 | loss: 0.0311211 | val_loss: 0.0311376 | Time: 2178.37 ms [2022-03-12 08:01:10 main:574] : INFO : Epoch 1997 | loss: 0.0311196 | val_loss: 0.031135 | Time: 2181.42 ms [2022-03-12 08:01:12 main:574] : INFO : Epoch 1998 | loss: 0.0311202 | val_loss: 0.0311368 | Time: 2186.7 ms [2022-03-12 08:01:15 main:574] : INFO : Epoch 1999 | loss: 0.0311231 | val_loss: 0.0311369 | Time: 2167.78 ms [2022-03-12 08:01:17 main:574] : INFO : Epoch 2000 | loss: 0.0311251 | val_loss: 0.0311398 | Time: 2189.24 ms [2022-03-12 08:01:19 main:574] : INFO : Epoch 2001 | loss: 0.0311242 | val_loss: 0.0311379 | Time: 2179.85 ms [2022-03-12 08:01:21 main:574] : INFO : Epoch 2002 | loss: 0.0311227 | val_loss: 0.0311372 | Time: 2165.03 ms [2022-03-12 08:01:23 main:574] : INFO : Epoch 2003 | loss: 0.0311226 | val_loss: 0.0311378 | Time: 2174.7 ms [2022-03-12 08:01:25 main:574] : INFO : Epoch 2004 | loss: 0.031125 | val_loss: 0.0311391 | Time: 2178.69 ms [2022-03-12 08:01:28 main:574] : INFO : Epoch 2005 | loss: 0.0311242 | val_loss: 0.031135 | Time: 2192.58 ms [2022-03-12 08:01:30 main:574] : INFO : Epoch 2006 | loss: 0.0311232 | val_loss: 0.031137 | Time: 2176.34 ms [2022-03-12 08:01:32 main:574] : INFO : Epoch 2007 | loss: 0.0311223 | val_loss: 0.0311378 | Time: 2153.18 ms [2022-03-12 08:01:34 main:574] : INFO : Epoch 2008 | loss: 0.031122 | val_loss: 0.0311366 | Time: 2164.84 ms [2022-03-12 08:01:36 main:574] : INFO : Epoch 2009 | loss: 0.0311257 | val_loss: 0.0311485 | Time: 2171.98 ms [2022-03-12 08:01:39 main:574] : INFO : Epoch 2010 | loss: 0.0311285 | val_loss: 0.0311359 | Time: 2168.95 ms [2022-03-12 08:01:41 main:574] : INFO : Epoch 2011 | loss: 0.0311257 | val_loss: 0.0311548 | Time: 2167.51 ms [2022-03-12 08:01:43 main:574] : INFO : Epoch 2012 | loss: 0.0311283 | val_loss: 0.0311367 | Time: 2178.82 ms [2022-03-12 08:01:45 main:574] : INFO : Epoch 2013 | loss: 0.0311261 | val_loss: 0.0311385 | Time: 2166.92 ms [2022-03-12 08:01:47 main:574] : INFO : Epoch 2014 | loss: 0.0311228 | val_loss: 0.031136 | Time: 2159.49 ms [2022-03-12 08:01:49 main:574] : INFO : Epoch 2015 | loss: 0.0311209 | val_loss: 0.0311354 | Time: 2172.2 ms [2022-03-12 08:01:52 main:574] : INFO : Epoch 2016 | loss: 0.0311206 | val_loss: 0.0311372 | Time: 2157.13 ms [2022-03-12 08:01:54 main:574] : INFO : Epoch 2017 | loss: 0.031121 | val_loss: 0.0311361 | Time: 2152.61 ms [2022-03-12 08:01:56 main:574] : INFO : Epoch 2018 | loss: 0.0311226 | val_loss: 0.0311425 | Time: 2162.27 ms [2022-03-12 08:01:58 main:574] : INFO : Epoch 2019 | loss: 0.0311268 | val_loss: 0.0311402 | Time: 2159.76 ms [2022-03-12 08:02:00 main:574] : INFO : Epoch 2020 | loss: 0.0311215 | val_loss: 0.0311334 | Time: 2160.16 ms [2022-03-12 08:02:02 main:574] : INFO : Epoch 2021 | loss: 0.0311214 | val_loss: 0.0311368 | Time: 2190.62 ms [2022-03-12 08:02:05 main:574] : INFO : Epoch 2022 | loss: 0.0311213 | val_loss: 0.0311386 | Time: 2159.57 ms [2022-03-12 08:02:07 main:574] : INFO : Epoch 2023 | loss: 0.0311229 | val_loss: 0.0311368 | Time: 2161.62 ms [2022-03-12 08:02:09 main:574] : INFO : Epoch 2024 | loss: 0.0311222 | val_loss: 0.0311378 | Time: 2179.15 ms [2022-03-12 08:02:11 main:574] : INFO : Epoch 2025 | loss: 0.0311226 | val_loss: 0.0311362 | Time: 2208.8 ms [2022-03-12 08:02:13 main:574] : INFO : Epoch 2026 | loss: 0.0311215 | val_loss: 0.0311338 | Time: 2162.92 ms [2022-03-12 08:02:16 main:574] : INFO : Epoch 2027 | loss: 0.0311213 | val_loss: 0.0311351 | Time: 2201.81 ms [2022-03-12 08:02:18 main:574] : INFO : Epoch 2028 | loss: 0.0311223 | val_loss: 0.0311368 | Time: 2155.54 ms [2022-03-12 08:02:20 main:574] : INFO : Epoch 2029 | loss: 0.0311232 | val_loss: 0.0311344 | Time: 2210.25 ms [2022-03-12 08:02:22 main:574] : INFO : Epoch 2030 | loss: 0.0311233 | val_loss: 0.031135 | Time: 2134.77 ms [2022-03-12 08:02:24 main:574] : INFO : Epoch 2031 | loss: 0.0311248 | val_loss: 0.0311359 | Time: 2157.81 ms [2022-03-12 08:02:26 main:574] : INFO : Epoch 2032 | loss: 0.0311222 | val_loss: 0.0311382 | Time: 2154.4 ms [2022-03-12 08:02:29 main:574] : INFO : Epoch 2033 | loss: 0.0311207 | val_loss: 0.0311412 | Time: 2149.27 ms [2022-03-12 08:02:31 main:574] : INFO : Epoch 2034 | loss: 0.03112 | val_loss: 0.0311372 | Time: 2171.25 ms [2022-03-12 08:02:33 main:574] : INFO : Epoch 2035 | loss: 0.0311202 | val_loss: 0.0311417 | Time: 2170.75 ms [2022-03-12 08:02:35 main:574] : INFO : Epoch 2036 | loss: 0.0311188 | val_loss: 0.0311373 | Time: 2194.71 ms [2022-03-12 08:02:37 main:574] : INFO : Epoch 2037 | loss: 0.031122 | val_loss: 0.0311407 | Time: 2169.54 ms [2022-03-12 08:02:39 main:574] : INFO : Epoch 2038 | loss: 0.031121 | val_loss: 0.0311365 | Time: 2178.59 ms [2022-03-12 08:02:42 main:574] : INFO : Epoch 2039 | loss: 0.0311194 | val_loss: 0.0311364 | Time: 2210.53 ms [2022-03-12 08:02:44 main:574] : INFO : Epoch 2040 | loss: 0.0311198 | val_loss: 0.0311398 | Time: 2172.43 ms [2022-03-12 08:02:46 main:574] : INFO : Epoch 2041 | loss: 0.0311201 | val_loss: 0.0311363 | Time: 2168.48 ms [2022-03-12 08:02:48 main:574] : INFO : Epoch 2042 | loss: 0.0311184 | val_loss: 0.0311355 | Time: 2157.49 ms [2022-03-12 08:02:50 main:574] : INFO : Epoch 2043 | loss: 0.0311202 | val_loss: 0.0311362 | Time: 2167.6 ms [2022-03-12 08:02:52 main:574] : INFO : Epoch 2044 | loss: 0.0311211 | val_loss: 0.0311388 | Time: 2170.99 ms [2022-03-12 08:02:55 main:574] : INFO : Epoch 2045 | loss: 0.0311199 | val_loss: 0.0311408 | Time: 2168.69 ms [2022-03-12 08:02:57 main:574] : INFO : Epoch 2046 | loss: 0.0311213 | val_loss: 0.0311466 | Time: 2148.07 ms [2022-03-12 08:02:59 main:574] : INFO : Epoch 2047 | loss: 0.0311243 | val_loss: 0.0311393 | Time: 2164.47 ms [2022-03-12 08:03:01 main:574] : INFO : Epoch 2048 | loss: 0.0311192 | val_loss: 0.0311365 | Time: 2167.74 ms [2022-03-12 08:03:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311365 [2022-03-12 08:03:01 main:603] : INFO : Saving end state to config to file [2022-03-12 08:03:01 main:608] : INFO : Success, exiting.. 08:03:01 (68820): 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)