Task 9063990
| Name | ParityModified-1636179148-8386-2-0_0 |
| Workunit | 6511986 |
| Created | 20 Nov 2021, 12:55:36 UTC |
| Sent | 28 Nov 2021, 11:06:30 UTC |
| Report deadline | 6 Dec 2021, 11:06:30 UTC |
| Received | 29 Nov 2021, 1:25:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 15 min 54 sec |
| CPU time | 1 hours 15 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.031128 | val_loss: 0.0311514 | Time: 2220.02 ms [2021-11-29 02:06:16 main:574] : INFO : Epoch 1543 | loss: 0.0311293 | val_loss: 0.031149 | Time: 2198.79 ms [2021-11-29 02:06:18 main:574] : INFO : Epoch 1544 | loss: 0.0311309 | val_loss: 0.031149 | Time: 2218.3 ms [2021-11-29 02:06:20 main:574] : INFO : Epoch 1545 | loss: 0.0311306 | val_loss: 0.0311491 | Time: 2219.63 ms [2021-11-29 02:06:23 main:574] : INFO : Epoch 1546 | loss: 0.0311305 | val_loss: 0.0311459 | Time: 2228.19 ms [2021-11-29 02:06:25 main:574] : INFO : Epoch 1547 | loss: 0.0311307 | val_loss: 0.0311463 | Time: 2214.07 ms [2021-11-29 02:06:27 main:574] : INFO : Epoch 1548 | loss: 0.0311288 | val_loss: 0.0311484 | Time: 2213.24 ms [2021-11-29 02:06:29 main:574] : INFO : Epoch 1549 | loss: 0.0311275 | val_loss: 0.0311489 | Time: 2212.64 ms [2021-11-29 02:06:32 main:574] : INFO : Epoch 1550 | loss: 0.0311299 | val_loss: 0.0311702 | Time: 2223.19 ms [2021-11-29 02:06:34 main:574] : INFO : Epoch 1551 | loss: 0.0311451 | val_loss: 0.0311498 | Time: 2198.5 ms [2021-11-29 02:06:36 main:574] : INFO : Epoch 1552 | loss: 0.0311429 | val_loss: 0.0311486 | Time: 2180.61 ms [2021-11-29 02:06:38 main:574] : INFO : Epoch 1553 | loss: 0.0311391 | val_loss: 0.0311504 | Time: 2217.78 ms [2021-11-29 02:06:40 main:574] : INFO : Epoch 1554 | loss: 0.0311428 | val_loss: 0.0311529 | Time: 2224.74 ms [2021-11-29 02:06:43 main:574] : INFO : Epoch 1555 | loss: 0.0311517 | val_loss: 0.0311593 | Time: 2226.37 ms [2021-11-29 02:06:45 main:574] : INFO : Epoch 1556 | loss: 0.0311554 | val_loss: 0.0311539 | Time: 2197.98 ms [2021-11-29 02:06:47 main:574] : INFO : Epoch 1557 | loss: 0.0311465 | val_loss: 0.0311502 | Time: 2223.31 ms [2021-11-29 02:06:49 main:574] : INFO : Epoch 1558 | loss: 0.0311431 | val_loss: 0.0311502 | Time: 2205.96 ms [2021-11-29 02:06:51 main:574] : INFO : Epoch 1559 | loss: 0.0311404 | val_loss: 0.0311486 | Time: 2232.16 ms [2021-11-29 02:06:54 main:574] : INFO : Epoch 1560 | loss: 0.0311373 | val_loss: 0.031148 | Time: 2212.09 ms [2021-11-29 02:06:56 main:574] : INFO : Epoch 1561 | loss: 0.0311356 | val_loss: 0.0311503 | Time: 2215.48 ms [2021-11-29 02:06:58 main:574] : INFO : Epoch 1562 | loss: 0.0311347 | val_loss: 0.0311512 | Time: 2233.54 ms [2021-11-29 02:07:00 main:574] : INFO : Epoch 1563 | loss: 0.0311362 | val_loss: 0.0311521 | Time: 2233.5 ms [2021-11-29 02:07:03 main:574] : INFO : Epoch 1564 | loss: 0.0311376 | val_loss: 0.0311476 | Time: 2218.58 ms [2021-11-29 02:07:05 main:574] : INFO : Epoch 1565 | loss: 0.0311344 | val_loss: 0.0311557 | Time: 2225.77 ms [2021-11-29 02:07:07 main:574] : INFO : Epoch 1566 | loss: 0.031136 | val_loss: 0.0311517 | Time: 2232.27 ms [2021-11-29 02:07:09 main:574] : INFO : Epoch 1567 | loss: 0.0311317 | val_loss: 0.0311496 | Time: 2220.54 ms [2021-11-29 02:07:12 main:574] : INFO : Epoch 1568 | loss: 0.0311314 | val_loss: 0.0311488 | Time: 2229.92 ms [2021-11-29 02:07:14 main:574] : INFO : Epoch 1569 | loss: 0.03113 | val_loss: 0.0311509 | Time: 2237.87 ms [2021-11-29 02:07:16 main:574] : INFO : Epoch 1570 | loss: 0.0311303 | val_loss: 0.0311502 | Time: 2233.82 ms [2021-11-29 02:07:18 main:574] : INFO : Epoch 1571 | loss: 0.0311328 | val_loss: 0.0311605 | Time: 2209.6 ms [2021-11-29 02:07:20 main:574] : INFO : Epoch 1572 | loss: 0.0311316 | val_loss: 0.0311478 | Time: 2230.07 ms [2021-11-29 02:07:23 main:574] : INFO : Epoch 1573 | loss: 0.0311288 | val_loss: 0.0311545 | Time: 2221.98 ms [2021-11-29 02:07:25 main:574] : INFO : Epoch 1574 | loss: 0.0311318 | val_loss: 0.0311501 | Time: 2199.94 ms [2021-11-29 02:07:27 main:574] : INFO : Epoch 1575 | loss: 0.0311297 | val_loss: 0.0311488 | Time: 2221.7 ms [2021-11-29 02:07:29 main:574] : INFO : Epoch 1576 | loss: 0.0311308 | val_loss: 0.0311526 | Time: 2212.23 ms [2021-11-29 02:07:32 main:574] : INFO : Epoch 1577 | loss: 0.0311313 | val_loss: 0.0311574 | Time: 2222.37 ms [2021-11-29 02:07:34 main:574] : INFO : Epoch 1578 | loss: 0.0311299 | val_loss: 0.0311496 | Time: 2219.13 ms [2021-11-29 02:07:36 main:574] : INFO : Epoch 1579 | loss: 0.0311269 | val_loss: 0.0311504 | Time: 2212.31 ms [2021-11-29 02:07:38 main:574] : INFO : Epoch 1580 | loss: 0.0311264 | val_loss: 0.0311518 | Time: 2217.86 ms [2021-11-29 02:07:40 main:574] : INFO : Epoch 1581 | loss: 0.0311287 | val_loss: 0.0311481 | Time: 2182.51 ms [2021-11-29 02:07:43 main:574] : INFO : Epoch 1582 | loss: 0.0311281 | val_loss: 0.0311488 | Time: 2217.85 ms [2021-11-29 02:07:45 main:574] : INFO : Epoch 1583 | loss: 0.03113 | val_loss: 0.031154 | Time: 2226.1 ms [2021-11-29 02:07:47 main:574] : INFO : Epoch 1584 | loss: 0.0311276 | val_loss: 0.0311576 | Time: 2242.34 ms [2021-11-29 02:07:49 main:574] : INFO : Epoch 1585 | loss: 0.0311278 | val_loss: 0.0311546 | Time: 2201.08 ms [2021-11-29 02:07:52 main:574] : INFO : Epoch 1586 | loss: 0.0311271 | val_loss: 0.0311535 | Time: 2230.16 ms [2021-11-29 02:07:54 main:574] : INFO : Epoch 1587 | loss: 0.0311277 | val_loss: 0.0311535 | Time: 2205.86 ms [2021-11-29 02:07:56 main:574] : INFO : Epoch 1588 | loss: 0.0311279 | val_loss: 0.0311514 | Time: 2240.57 ms [2021-11-29 02:07:58 main:574] : INFO : Epoch 1589 | loss: 0.0311231 | val_loss: 0.0311515 | Time: 2197.24 ms [2021-11-29 02:08:00 main:574] : INFO : Epoch 1590 | loss: 0.0311233 | val_loss: 0.0311495 | Time: 2216.79 ms [2021-11-29 02:08:03 main:574] : INFO : Epoch 1591 | loss: 0.0311267 | val_loss: 0.0311552 | Time: 2214.26 ms [2021-11-29 02:08:05 main:574] : INFO : Epoch 1592 | loss: 0.0311413 | val_loss: 0.0311522 | Time: 2205.85 ms [2021-11-29 02:08:07 main:574] : INFO : Epoch 1593 | loss: 0.0311421 | val_loss: 0.031152 | Time: 2240.47 ms [2021-11-29 02:08:09 main:574] : INFO : Epoch 1594 | loss: 0.0311386 | val_loss: 0.0311538 | Time: 2215.35 ms [2021-11-29 02:08:12 main:574] : INFO : Epoch 1595 | loss: 0.0311343 | val_loss: 0.0311547 | Time: 2215.31 ms [2021-11-29 02:08:14 main:574] : INFO : Epoch 1596 | loss: 0.0311303 | val_loss: 0.0311513 | Time: 2206.02 ms [2021-11-29 02:08:16 main:574] : INFO : Epoch 1597 | loss: 0.0311319 | val_loss: 0.0311498 | Time: 2212.93 ms [2021-11-29 02:08:18 main:574] : INFO : Epoch 1598 | loss: 0.0311292 | val_loss: 0.0311469 | Time: 2201.77 ms [2021-11-29 02:08:20 main:574] : INFO : Epoch 1599 | loss: 0.0311291 | val_loss: 0.0311513 | Time: 2177.29 ms [2021-11-29 02:08:23 main:574] : INFO : Epoch 1600 | loss: 0.0311308 | val_loss: 0.0311473 | Time: 2196.47 ms [2021-11-29 02:08:25 main:574] : INFO : Epoch 1601 | loss: 0.0311296 | val_loss: 0.0311547 | Time: 2212.51 ms [2021-11-29 02:08:27 main:574] : INFO : Epoch 1602 | loss: 0.0311283 | val_loss: 0.0311503 | Time: 2195.24 ms [2021-11-29 02:08:29 main:574] : INFO : Epoch 1603 | loss: 0.0311282 | val_loss: 0.0311522 | Time: 2229.48 ms [2021-11-29 02:08:31 main:574] : INFO : Epoch 1604 | loss: 0.031129 | val_loss: 0.0311588 | Time: 2231.14 ms [2021-11-29 02:08:34 main:574] : INFO : Epoch 1605 | loss: 0.0311332 | val_loss: 0.0311459 | Time: 2212.46 ms [2021-11-29 02:08:36 main:574] : INFO : Epoch 1606 | loss: 0.0311341 | val_loss: 0.0311583 | Time: 2222.95 ms [2021-11-29 02:08:38 main:574] : INFO : Epoch 1607 | loss: 0.0311301 | val_loss: 0.0311492 | Time: 2189.04 ms [2021-11-29 02:08:40 main:574] : INFO : Epoch 1608 | loss: 0.0311279 | val_loss: 0.0311497 | Time: 2218.4 ms [2021-11-29 02:08:42 main:574] : INFO : Epoch 1609 | loss: 0.0311286 | val_loss: 0.0311502 | Time: 2202.3 ms [2021-11-29 02:08:45 main:574] : INFO : Epoch 1610 | loss: 0.0311262 | val_loss: 0.0311467 | Time: 2225.67 ms [2021-11-29 02:08:47 main:574] : INFO : Epoch 1611 | loss: 0.0311256 | val_loss: 0.0311563 | Time: 2219.57 ms [2021-11-29 02:08:49 main:574] : INFO : Epoch 1612 | loss: 0.0311286 | val_loss: 0.031156 | Time: 2255.53 ms [2021-11-29 02:08:51 main:574] : INFO : Epoch 1613 | loss: 0.0311289 | val_loss: 0.0311528 | Time: 2203.76 ms [2021-11-29 02:08:54 main:574] : INFO : Epoch 1614 | loss: 0.0311286 | val_loss: 0.0311516 | Time: 2212.75 ms [2021-11-29 02:08:56 main:574] : INFO : Epoch 1615 | loss: 0.0311291 | val_loss: 0.0311601 | Time: 2206.56 ms [2021-11-29 02:08:58 main:574] : INFO : Epoch 1616 | loss: 0.0311254 | val_loss: 0.0311524 | Time: 2215.64 ms [2021-11-29 02:09:00 main:574] : INFO : Epoch 1617 | loss: 0.031128 | val_loss: 0.0311561 | Time: 2207.14 ms [2021-11-29 02:09:02 main:574] : INFO : Epoch 1618 | loss: 0.0311308 | val_loss: 0.0311582 | Time: 2223.15 ms [2021-11-29 02:09:05 main:574] : INFO : Epoch 1619 | loss: 0.0311338 | val_loss: 0.0311562 | Time: 2201.19 ms [2021-11-29 02:09:07 main:574] : INFO : Epoch 1620 | loss: 0.0311273 | val_loss: 0.0311503 | Time: 2223.36 ms [2021-11-29 02:09:09 main:574] : INFO : Epoch 1621 | loss: 0.0311272 | val_loss: 0.0311549 | Time: 2216.58 ms [2021-11-29 02:09:11 main:574] : INFO : Epoch 1622 | loss: 0.031129 | val_loss: 0.0311504 | Time: 2232.87 ms [2021-11-29 02:09:14 main:574] : INFO : Epoch 1623 | loss: 0.0311267 | val_loss: 0.0311514 | Time: 2249.31 ms [2021-11-29 02:09:16 main:574] : INFO : Epoch 1624 | loss: 0.031126 | val_loss: 0.0311513 | Time: 2214.09 ms [2021-11-29 02:09:18 main:574] : INFO : Epoch 1625 | loss: 0.0311237 | val_loss: 0.0311489 | Time: 2235.39 ms [2021-11-29 02:09:20 main:574] : INFO : Epoch 1626 | loss: 0.0311269 | val_loss: 0.0311559 | Time: 2253.34 ms [2021-11-29 02:09:23 main:574] : INFO : Epoch 1627 | loss: 0.0311273 | val_loss: 0.0311479 | Time: 2201.94 ms [2021-11-29 02:09:25 main:574] : INFO : Epoch 1628 | loss: 0.0311252 | val_loss: 0.0311559 | Time: 2224.12 ms [2021-11-29 02:09:27 main:574] : INFO : Epoch 1629 | loss: 0.0311294 | val_loss: 0.0311547 | Time: 2205.13 ms [2021-11-29 02:09:29 main:574] : INFO : Epoch 1630 | loss: 0.0311313 | val_loss: 0.0311503 | Time: 2212.76 ms [2021-11-29 02:09:31 main:574] : INFO : Epoch 1631 | loss: 0.0311299 | val_loss: 0.031153 | Time: 2223.9 ms [2021-11-29 02:09:34 main:574] : INFO : Epoch 1632 | loss: 0.0311292 | val_loss: 0.0311497 | Time: 2208.27 ms [2021-11-29 02:09:36 main:574] : INFO : Epoch 1633 | loss: 0.0311365 | val_loss: 0.031155 | Time: 2196.61 ms [2021-11-29 02:09:38 main:574] : INFO : Epoch 1634 | loss: 0.0311363 | val_loss: 0.0311472 | Time: 2224.23 ms [2021-11-29 02:09:40 main:574] : INFO : Epoch 1635 | loss: 0.0311328 | val_loss: 0.0311532 | Time: 2212.67 ms [2021-11-29 02:09:43 main:574] : INFO : Epoch 1636 | loss: 0.0311325 | val_loss: 0.0311512 | Time: 2260.05 ms [2021-11-29 02:09:45 main:574] : INFO : Epoch 1637 | loss: 0.0311297 | val_loss: 0.0311492 | Time: 2196.03 ms [2021-11-29 02:09:47 main:574] : INFO : Epoch 1638 | loss: 0.0311313 | val_loss: 0.0311441 | Time: 2227.45 ms [2021-11-29 02:09:49 main:574] : INFO : Epoch 1639 | loss: 0.0311291 | val_loss: 0.031147 | Time: 2214.71 ms [2021-11-29 02:09:51 main:574] : INFO : Epoch 1640 | loss: 0.03113 | val_loss: 0.0311516 | Time: 2243.03 ms [2021-11-29 02:09:54 main:574] : INFO : Epoch 1641 | loss: 0.0311308 | val_loss: 0.0311518 | Time: 2234.54 ms [2021-11-29 02:09:56 main:574] : INFO : Epoch 1642 | loss: 0.0311292 | val_loss: 0.0311511 | Time: 2224.95 ms [2021-11-29 02:09:58 main:574] : INFO : Epoch 1643 | loss: 0.0311293 | val_loss: 0.0311527 | Time: 2215.06 ms [2021-11-29 02:10:00 main:574] : INFO : Epoch 1644 | loss: 0.0311332 | val_loss: 0.0311528 | Time: 2241.58 ms [2021-11-29 02:10:03 main:574] : INFO : Epoch 1645 | loss: 0.0311309 | val_loss: 0.0311544 | Time: 2205.84 ms [2021-11-29 02:10:05 main:574] : INFO : Epoch 1646 | loss: 0.0311291 | val_loss: 0.0311495 | Time: 2215.6 ms [2021-11-29 02:10:07 main:574] : INFO : Epoch 1647 | loss: 0.0311309 | val_loss: 0.0311498 | Time: 2202.79 ms [2021-11-29 02:10:09 main:574] : INFO : Epoch 1648 | loss: 0.0311297 | val_loss: 0.0311506 | Time: 2214.67 ms [2021-11-29 02:10:11 main:574] : INFO : Epoch 1649 | loss: 0.0311324 | val_loss: 0.0311507 | Time: 2219.91 ms [2021-11-29 02:10:14 main:574] : INFO : Epoch 1650 | loss: 0.0311349 | val_loss: 0.0311527 | Time: 2205.58 ms [2021-11-29 02:10:16 main:574] : INFO : Epoch 1651 | loss: 0.0311294 | val_loss: 0.0311487 | Time: 2220.08 ms [2021-11-29 02:10:18 main:574] : INFO : Epoch 1652 | loss: 0.0311275 | val_loss: 0.0311529 | Time: 2224.31 ms [2021-11-29 02:10:20 main:574] : INFO : Epoch 1653 | loss: 0.0311261 | val_loss: 0.0311526 | Time: 2228.15 ms [2021-11-29 02:10:23 main:574] : INFO : Epoch 1654 | loss: 0.0311275 | val_loss: 0.0311505 | Time: 2191.2 ms [2021-11-29 02:10:25 main:574] : INFO : Epoch 1655 | loss: 0.0311255 | val_loss: 0.0311547 | Time: 2218.22 ms [2021-11-29 02:10:27 main:574] : INFO : Epoch 1656 | loss: 0.0311224 | val_loss: 0.0311455 | Time: 2218.27 ms [2021-11-29 02:10:29 main:574] : INFO : Epoch 1657 | loss: 0.0311222 | val_loss: 0.031152 | Time: 2210.63 ms [2021-11-29 02:10:31 main:574] : INFO : Epoch 1658 | loss: 0.0311238 | val_loss: 0.0311526 | Time: 2178.94 ms [2021-11-29 02:10:34 main:574] : INFO : Epoch 1659 | loss: 0.0311262 | val_loss: 0.0311507 | Time: 2206.67 ms [2021-11-29 02:10:36 main:574] : INFO : Epoch 1660 | loss: 0.031128 | val_loss: 0.0311495 | Time: 2214.64 ms [2021-11-29 02:10:38 main:574] : INFO : Epoch 1661 | loss: 0.031125 | val_loss: 0.0311613 | Time: 2202.63 ms [2021-11-29 02:10:40 main:574] : INFO : Epoch 1662 | loss: 0.0311278 | val_loss: 0.0311555 | Time: 2192.03 ms [2021-11-29 02:10:42 main:574] : INFO : Epoch 1663 | loss: 0.0311239 | val_loss: 0.0311472 | Time: 2209.37 ms [2021-11-29 02:10:45 main:574] : INFO : Epoch 1664 | loss: 0.0311236 | val_loss: 0.0311553 | Time: 2239.06 ms [2021-11-29 02:10:47 main:574] : INFO : Epoch 1665 | loss: 0.0311254 | val_loss: 0.0311452 | Time: 2206.49 ms [2021-11-29 02:10:49 main:574] : INFO : Epoch 1666 | loss: 0.0311231 | val_loss: 0.0311448 | Time: 2213.08 ms [2021-11-29 02:10:51 main:574] : INFO : Epoch 1667 | loss: 0.0311215 | val_loss: 0.0311507 | Time: 2226.61 ms [2021-11-29 02:10:54 main:574] : INFO : Epoch 1668 | loss: 0.0311267 | val_loss: 0.0311542 | Time: 2197.39 ms [2021-11-29 02:10:56 main:574] : INFO : Epoch 1669 | loss: 0.0311252 | val_loss: 0.0311471 | Time: 2226.98 ms [2021-11-29 02:10:58 main:574] : INFO : Epoch 1670 | loss: 0.0311207 | val_loss: 0.031147 | Time: 2209.08 ms [2021-11-29 02:11:00 main:574] : INFO : Epoch 1671 | loss: 0.0311216 | val_loss: 0.0311492 | Time: 2234.12 ms [2021-11-29 02:11:02 main:574] : INFO : Epoch 1672 | loss: 0.0311229 | val_loss: 0.0311502 | Time: 2218.08 ms [2021-11-29 02:11:05 main:574] : INFO : Epoch 1673 | loss: 0.0311234 | val_loss: 0.031151 | Time: 2204.74 ms [2021-11-29 02:11:07 main:574] : INFO : Epoch 1674 | loss: 0.0311197 | val_loss: 0.0311502 | Time: 2200.05 ms [2021-11-29 02:11:09 main:574] : INFO : Epoch 1675 | loss: 0.0311245 | val_loss: 0.0311496 | Time: 2206.33 ms [2021-11-29 02:11:11 main:574] : INFO : Epoch 1676 | loss: 0.0311242 | val_loss: 0.0311502 | Time: 2196.82 ms [2021-11-29 02:11:13 main:574] : INFO : Epoch 1677 | loss: 0.0311201 | val_loss: 0.0311479 | Time: 2194.76 ms [2021-11-29 02:11:16 main:574] : INFO : Epoch 1678 | loss: 0.031119 | val_loss: 0.0311546 | Time: 2216.2 ms [2021-11-29 02:11:18 main:574] : INFO : Epoch 1679 | loss: 0.0311196 | val_loss: 0.031159 | Time: 2195.6 ms [2021-11-29 02:11:20 main:574] : INFO : Epoch 1680 | loss: 0.0311244 | val_loss: 0.0311595 | Time: 2200.98 ms [2021-11-29 02:11:22 main:574] : INFO : Epoch 1681 | loss: 0.0311255 | val_loss: 0.0311544 | Time: 2196.18 ms [2021-11-29 02:11:24 main:574] : INFO : Epoch 1682 | loss: 0.0311198 | val_loss: 0.0311514 | Time: 2188.55 ms [2021-11-29 02:11:27 main:574] : INFO : Epoch 1683 | loss: 0.0311211 | val_loss: 0.0311508 | Time: 2219.14 ms [2021-11-29 02:11:29 main:574] : INFO : Epoch 1684 | loss: 0.0311195 | val_loss: 0.0311499 | Time: 2186.05 ms [2021-11-29 02:11:31 main:574] : INFO : Epoch 1685 | loss: 0.0311204 | val_loss: 0.0311524 | Time: 2233.1 ms [2021-11-29 02:11:33 main:574] : INFO : Epoch 1686 | loss: 0.0311191 | val_loss: 0.0311582 | Time: 2198.21 ms [2021-11-29 02:11:36 main:574] : INFO : Epoch 1687 | loss: 0.031121 | val_loss: 0.0311479 | Time: 2221.17 ms [2021-11-29 02:11:38 main:574] : INFO : Epoch 1688 | loss: 0.0311236 | val_loss: 0.0311599 | Time: 2204.47 ms [2021-11-29 02:11:40 main:574] : INFO : Epoch 1689 | loss: 0.0311249 | val_loss: 0.0311523 | Time: 2194.66 ms [2021-11-29 02:11:42 main:574] : INFO : Epoch 1690 | loss: 0.0311231 | val_loss: 0.0311595 | Time: 2205.35 ms [2021-11-29 02:11:44 main:574] : INFO : Epoch 1691 | loss: 0.0311257 | val_loss: 0.0311517 | Time: 2236.97 ms [2021-11-29 02:11:47 main:574] : INFO : Epoch 1692 | loss: 0.031125 | val_loss: 0.0311561 | Time: 2220.36 ms [2021-11-29 02:11:49 main:574] : INFO : Epoch 1693 | loss: 0.0311243 | val_loss: 0.0311564 | Time: 2205.99 ms [2021-11-29 02:11:51 main:574] : INFO : Epoch 1694 | loss: 0.0311221 | val_loss: 0.0311536 | Time: 2232.65 ms [2021-11-29 02:11:53 main:574] : INFO : Epoch 1695 | loss: 0.031124 | val_loss: 0.0311521 | Time: 2192.25 ms [2021-11-29 02:11:55 main:574] : INFO : Epoch 1696 | loss: 0.0311201 | val_loss: 0.0311572 | Time: 2210.91 ms [2021-11-29 02:11:58 main:574] : INFO : Epoch 1697 | loss: 0.0311328 | val_loss: 0.0311599 | Time: 2229.03 ms [2021-11-29 02:12:00 main:574] : INFO : Epoch 1698 | loss: 0.0311363 | val_loss: 0.0311529 | Time: 2196.56 ms [2021-11-29 02:12:02 main:574] : INFO : Epoch 1699 | loss: 0.0311313 | val_loss: 0.0311489 | Time: 2204.17 ms [2021-11-29 02:12:04 main:574] : INFO : Epoch 1700 | loss: 0.031131 | val_loss: 0.0311543 | Time: 2225.4 ms [2021-11-29 02:12:07 main:574] : INFO : Epoch 1701 | loss: 0.0311294 | val_loss: 0.0311515 | Time: 2212.66 ms [2021-11-29 02:12:09 main:574] : INFO : Epoch 1702 | loss: 0.0311306 | val_loss: 0.03115 | Time: 2211.78 ms [2021-11-29 02:12:11 main:574] : INFO : Epoch 1703 | loss: 0.0311272 | val_loss: 0.0311471 | Time: 2223.95 ms [2021-11-29 02:12:13 main:574] : INFO : Epoch 1704 | loss: 0.0311279 | val_loss: 0.0311562 | Time: 2227.37 ms [2021-11-29 02:12:15 main:574] : INFO : Epoch 1705 | loss: 0.0311361 | val_loss: 0.0311526 | Time: 2217.45 ms [2021-11-29 02:12:18 main:574] : INFO : Epoch 1706 | loss: 0.0311313 | val_loss: 0.0311505 | Time: 2240.06 ms [2021-11-29 02:12:20 main:574] : INFO : Epoch 1707 | loss: 0.03113 | val_loss: 0.0311474 | Time: 2203.45 ms [2021-11-29 02:12:22 main:574] : INFO : Epoch 1708 | loss: 0.0311297 | val_loss: 0.0311464 | Time: 2581.81 ms [2021-11-29 02:12:25 main:574] : INFO : Epoch 1709 | loss: 0.031126 | val_loss: 0.031154 | Time: 2218.27 ms [2021-11-29 02:12:27 main:574] : INFO : Epoch 1710 | loss: 0.0311257 | val_loss: 0.0311472 | Time: 2203.41 ms [2021-11-29 02:12:29 main:574] : INFO : Epoch 1711 | loss: 0.031128 | val_loss: 0.0311556 | Time: 2218.62 ms [2021-11-29 02:12:31 main:574] : INFO : Epoch 1712 | loss: 0.031125 | val_loss: 0.0311547 | Time: 2214.5 ms [2021-11-29 02:12:34 main:574] : INFO : Epoch 1713 | loss: 0.0311233 | val_loss: 0.0311514 | Time: 2258.34 ms [2021-11-29 02:12:36 main:574] : INFO : Epoch 1714 | loss: 0.0311244 | val_loss: 0.0311495 | Time: 2254.62 ms [2021-11-29 02:12:38 main:574] : INFO : Epoch 1715 | loss: 0.0311242 | val_loss: 0.0311546 | Time: 2227.24 ms [2021-11-29 02:12:40 main:574] : INFO : Epoch 1716 | loss: 0.0311235 | val_loss: 0.0311529 | Time: 2213.07 ms [2021-11-29 02:12:42 main:574] : INFO : Epoch 1717 | loss: 0.031123 | val_loss: 0.0311533 | Time: 2131.92 ms [2021-11-29 02:12:45 main:574] : INFO : Epoch 1718 | loss: 0.0311228 | val_loss: 0.0311509 | Time: 2217.03 ms [2021-11-29 02:12:47 main:574] : INFO : Epoch 1719 | loss: 0.0311208 | val_loss: 0.0311508 | Time: 2226.08 ms [2021-11-29 02:12:49 main:574] : INFO : Epoch 1720 | loss: 0.0311235 | val_loss: 0.0311482 | Time: 2252.88 ms [2021-11-29 02:12:51 main:574] : INFO : Epoch 1721 | loss: 0.0311212 | val_loss: 0.0311517 | Time: 2241.63 ms [2021-11-29 02:12:54 main:574] : INFO : Epoch 1722 | loss: 0.0311219 | val_loss: 0.0311513 | Time: 2228.98 ms [2021-11-29 02:12:56 main:574] : INFO : Epoch 1723 | loss: 0.0311224 | val_loss: 0.031153 | Time: 2222.03 ms [2021-11-29 02:12:58 main:574] : INFO : Epoch 1724 | loss: 0.0311211 | val_loss: 0.0311577 | Time: 2237.01 ms [2021-11-29 02:13:00 main:574] : INFO : Epoch 1725 | loss: 0.0311282 | val_loss: 0.0311566 | Time: 2217.02 ms [2021-11-29 02:13:03 main:574] : INFO : Epoch 1726 | loss: 0.0311276 | val_loss: 0.031153 | Time: 2225.65 ms [2021-11-29 02:13:05 main:574] : INFO : Epoch 1727 | loss: 0.0311262 | val_loss: 0.031154 | Time: 2228.88 ms [2021-11-29 02:13:07 main:574] : INFO : Epoch 1728 | loss: 0.0311213 | val_loss: 0.0311561 | Time: 2218.29 ms [2021-11-29 02:13:09 main:574] : INFO : Epoch 1729 | loss: 0.0311203 | val_loss: 0.0311546 | Time: 2235.6 ms [2021-11-29 02:13:11 main:574] : INFO : Epoch 1730 | loss: 0.0311187 | val_loss: 0.0311544 | Time: 2204.96 ms [2021-11-29 02:13:14 main:574] : INFO : Epoch 1731 | loss: 0.0311208 | val_loss: 0.0311546 | Time: 2201.02 ms [2021-11-29 02:13:16 main:574] : INFO : Epoch 1732 | loss: 0.0311233 | val_loss: 0.0311543 | Time: 2234.66 ms [2021-11-29 02:13:18 main:574] : INFO : Epoch 1733 | loss: 0.0311243 | val_loss: 0.0311517 | Time: 2207.12 ms [2021-11-29 02:13:20 main:574] : INFO : Epoch 1734 | loss: 0.0311189 | val_loss: 0.0311473 | Time: 2240.57 ms [2021-11-29 02:13:23 main:574] : INFO : Epoch 1735 | loss: 0.0311193 | val_loss: 0.0311498 | Time: 2218.76 ms [2021-11-29 02:13:25 main:574] : INFO : Epoch 1736 | loss: 0.031119 | val_loss: 0.0311485 | Time: 2215.57 ms [2021-11-29 02:13:27 main:574] : INFO : Epoch 1737 | loss: 0.0311183 | val_loss: 0.0311524 | Time: 2205.69 ms [2021-11-29 02:13:29 main:574] : INFO : Epoch 1738 | loss: 0.0311243 | val_loss: 0.0311541 | Time: 2193.28 ms [2021-11-29 02:13:31 main:574] : INFO : Epoch 1739 | loss: 0.0311194 | val_loss: 0.0311553 | Time: 2198.83 ms [2021-11-29 02:13:34 main:574] : INFO : Epoch 1740 | loss: 0.0311222 | val_loss: 0.031155 | Time: 2198.44 ms [2021-11-29 02:13:36 main:574] : INFO : Epoch 1741 | loss: 0.0311201 | val_loss: 0.0311498 | Time: 2211.24 ms [2021-11-29 02:13:38 main:574] : INFO : Epoch 1742 | loss: 0.0311218 | val_loss: 0.0311552 | Time: 2183.88 ms [2021-11-29 02:13:40 main:574] : INFO : Epoch 1743 | loss: 0.0311218 | val_loss: 0.0311541 | Time: 2237.24 ms [2021-11-29 02:13:42 main:574] : INFO : Epoch 1744 | loss: 0.0311247 | val_loss: 0.0311484 | Time: 2221.5 ms [2021-11-29 02:13:45 main:574] : INFO : Epoch 1745 | loss: 0.0311232 | val_loss: 0.0311508 | Time: 2205.7 ms [2021-11-29 02:13:47 main:574] : INFO : Epoch 1746 | loss: 0.0311206 | val_loss: 0.0311544 | Time: 2240.91 ms [2021-11-29 02:13:49 main:574] : INFO : Epoch 1747 | loss: 0.0311183 | val_loss: 0.0311514 | Time: 2221.12 ms [2021-11-29 02:13:51 main:574] : INFO : Epoch 1748 | loss: 0.0311211 | val_loss: 0.0311516 | Time: 2208.5 ms [2021-11-29 02:13:54 main:574] : INFO : Epoch 1749 | loss: 0.0311214 | val_loss: 0.0311466 | Time: 2213.05 ms [2021-11-29 02:13:56 main:574] : INFO : Epoch 1750 | loss: 0.0311198 | val_loss: 0.0311508 | Time: 2245.27 ms [2021-11-29 02:13:58 main:574] : INFO : Epoch 1751 | loss: 0.0311222 | val_loss: 0.0311488 | Time: 2204.66 ms [2021-11-29 02:14:00 main:574] : INFO : Epoch 1752 | loss: 0.0311218 | val_loss: 0.0311483 | Time: 2219.83 ms [2021-11-29 02:14:02 main:574] : INFO : Epoch 1753 | loss: 0.0311176 | val_loss: 0.0311498 | Time: 2247.38 ms [2021-11-29 02:14:05 main:574] : INFO : Epoch 1754 | loss: 0.0311195 | val_loss: 0.0311492 | Time: 2205.55 ms [2021-11-29 02:14:07 main:574] : INFO : Epoch 1755 | loss: 0.0311227 | val_loss: 0.0311492 | Time: 2233.01 ms [2021-11-29 02:14:09 main:574] : INFO : Epoch 1756 | loss: 0.0311263 | val_loss: 0.031149 | Time: 2223.23 ms [2021-11-29 02:14:11 main:574] : INFO : Epoch 1757 | loss: 0.0311214 | val_loss: 0.0311579 | Time: 2187.48 ms [2021-11-29 02:14:14 main:574] : INFO : Epoch 1758 | loss: 0.0311208 | val_loss: 0.0311552 | Time: 2222.59 ms [2021-11-29 02:14:16 main:574] : INFO : Epoch 1759 | loss: 0.031123 | val_loss: 0.0311463 | Time: 2206.01 ms [2021-11-29 02:14:18 main:574] : INFO : Epoch 1760 | loss: 0.0311248 | val_loss: 0.0311496 | Time: 2238.74 ms [2021-11-29 02:14:20 main:574] : INFO : Epoch 1761 | loss: 0.0311258 | val_loss: 0.031162 | Time: 2241.08 ms [2021-11-29 02:14:22 main:574] : INFO : Epoch 1762 | loss: 0.0311241 | val_loss: 0.0311521 | Time: 2221.51 ms [2021-11-29 02:14:25 main:574] : INFO : Epoch 1763 | loss: 0.0311289 | val_loss: 0.0311487 | Time: 2211.46 ms [2021-11-29 02:14:27 main:574] : INFO : Epoch 1764 | loss: 0.0311283 | val_loss: 0.0311495 | Time: 2222.52 ms [2021-11-29 02:14:29 main:574] : INFO : Epoch 1765 | loss: 0.0311253 | val_loss: 0.0311513 | Time: 2201.93 ms [2021-11-29 02:14:31 main:574] : INFO : Epoch 1766 | loss: 0.0311265 | val_loss: 0.0311508 | Time: 2242.82 ms [2021-11-29 02:14:34 main:574] : INFO : Epoch 1767 | loss: 0.0311287 | val_loss: 0.0311596 | Time: 2218.73 ms [2021-11-29 02:14:36 main:574] : INFO : Epoch 1768 | loss: 0.0311241 | val_loss: 0.031148 | Time: 2244.88 ms [2021-11-29 02:14:38 main:574] : INFO : Epoch 1769 | loss: 0.0311234 | val_loss: 0.0311558 | Time: 2213.52 ms [2021-11-29 02:14:40 main:574] : INFO : Epoch 1770 | loss: 0.0311214 | val_loss: 0.0311475 | Time: 2228.49 ms [2021-11-29 02:14:43 main:574] : INFO : Epoch 1771 | loss: 0.0311267 | val_loss: 0.0311494 | Time: 2216.93 ms [2021-11-29 02:14:45 main:574] : INFO : Epoch 1772 | loss: 0.0311219 | val_loss: 0.031146 | Time: 2227.92 ms [2021-11-29 02:14:47 main:574] : INFO : Epoch 1773 | loss: 0.03112 | val_loss: 0.0311525 | Time: 2225.83 ms [2021-11-29 02:14:49 main:574] : INFO : Epoch 1774 | loss: 0.0311234 | val_loss: 0.0311541 | Time: 2191.93 ms [2021-11-29 02:14:51 main:574] : INFO : Epoch 1775 | loss: 0.0311344 | val_loss: 0.031149 | Time: 2213.22 ms [2021-11-29 02:14:54 main:574] : INFO : Epoch 1776 | loss: 0.0311305 | val_loss: 0.0311501 | Time: 2215.52 ms [2021-11-29 02:14:56 main:574] : INFO : Epoch 1777 | loss: 0.031131 | val_loss: 0.0311452 | Time: 2190.27 ms [2021-11-29 02:14:58 main:574] : INFO : Epoch 1778 | loss: 0.031127 | val_loss: 0.0311502 | Time: 2234.07 ms [2021-11-29 02:15:00 main:574] : INFO : Epoch 1779 | loss: 0.031127 | val_loss: 0.0311482 | Time: 2182.34 ms [2021-11-29 02:15:02 main:574] : INFO : Epoch 1780 | loss: 0.0311259 | val_loss: 0.0311492 | Time: 2222.38 ms [2021-11-29 02:15:05 main:574] : INFO : Epoch 1781 | loss: 0.0311264 | val_loss: 0.0311577 | Time: 2230.36 ms [2021-11-29 02:15:07 main:574] : INFO : Epoch 1782 | loss: 0.0311267 | val_loss: 0.0311532 | Time: 2216.09 ms [2021-11-29 02:15:09 main:574] : INFO : Epoch 1783 | loss: 0.0311239 | val_loss: 0.0311545 | Time: 2235.78 ms [2021-11-29 02:15:11 main:574] : INFO : Epoch 1784 | loss: 0.0311231 | val_loss: 0.0311471 | Time: 2216.94 ms [2021-11-29 02:15:14 main:574] : INFO : Epoch 1785 | loss: 0.0311228 | val_loss: 0.0311501 | Time: 2220.64 ms [2021-11-29 02:15:16 main:574] : INFO : Epoch 1786 | loss: 0.0311234 | val_loss: 0.0311488 | Time: 2208.37 ms [2021-11-29 02:15:18 main:574] : INFO : Epoch 1787 | loss: 0.0311264 | val_loss: 0.0311474 | Time: 2227.88 ms [2021-11-29 02:15:20 main:574] : INFO : Epoch 1788 | loss: 0.0311236 | val_loss: 0.0311487 | Time: 2194.89 ms [2021-11-29 02:15:22 main:574] : INFO : Epoch 1789 | loss: 0.0311206 | val_loss: 0.0311482 | Time: 2238.4 ms [2021-11-29 02:15:25 main:574] : INFO : Epoch 1790 | loss: 0.0311206 | val_loss: 0.0311555 | Time: 2221.98 ms [2021-11-29 02:15:27 main:574] : INFO : Epoch 1791 | loss: 0.0311235 | val_loss: 0.0311574 | Time: 2228.8 ms [2021-11-29 02:15:29 main:574] : INFO : Epoch 1792 | loss: 0.0311189 | val_loss: 0.0311503 | Time: 2222.88 ms [2021-11-29 02:15:31 main:574] : INFO : Epoch 1793 | loss: 0.0311181 | val_loss: 0.0311513 | Time: 2214.11 ms [2021-11-29 02:15:34 main:574] : INFO : Epoch 1794 | loss: 0.0311174 | val_loss: 0.03115 | Time: 2234.25 ms [2021-11-29 02:15:36 main:574] : INFO : Epoch 1795 | loss: 0.0311169 | val_loss: 0.0311523 | Time: 2215.86 ms [2021-11-29 02:15:38 main:574] : INFO : Epoch 1796 | loss: 0.0311192 | val_loss: 0.0311516 | Time: 2218.35 ms [2021-11-29 02:15:40 main:574] : INFO : Epoch 1797 | loss: 0.0311206 | val_loss: 0.0311538 | Time: 2222.33 ms [2021-11-29 02:15:43 main:574] : INFO : Epoch 1798 | loss: 0.0311285 | val_loss: 0.0311557 | Time: 2227.8 ms [2021-11-29 02:15:45 main:574] : INFO : Epoch 1799 | loss: 0.0311289 | val_loss: 0.031146 | Time: 2211.26 ms [2021-11-29 02:15:47 main:574] : INFO : Epoch 1800 | loss: 0.0311238 | val_loss: 0.0311513 | Time: 2237.05 ms [2021-11-29 02:15:49 main:574] : INFO : Epoch 1801 | loss: 0.0311227 | val_loss: 0.0311538 | Time: 2229 ms [2021-11-29 02:15:51 main:574] : INFO : Epoch 1802 | loss: 0.0311227 | val_loss: 0.031158 | Time: 2208.08 ms [2021-11-29 02:15:54 main:574] : INFO : Epoch 1803 | loss: 0.0311243 | val_loss: 0.0311486 | Time: 2201.19 ms [2021-11-29 02:15:56 main:574] : INFO : Epoch 1804 | loss: 0.0311249 | val_loss: 0.0311543 | Time: 2214.17 ms [2021-11-29 02:15:58 main:574] : INFO : Epoch 1805 | loss: 0.0311264 | val_loss: 0.0311479 | Time: 2201.15 ms [2021-11-29 02:16:00 main:574] : INFO : Epoch 1806 | loss: 0.0311278 | val_loss: 0.0311509 | Time: 2242.78 ms [2021-11-29 02:16:02 main:574] : INFO : Epoch 1807 | loss: 0.0311337 | val_loss: 0.0311502 | Time: 2216.12 ms [2021-11-29 02:16:05 main:574] : INFO : Epoch 1808 | loss: 0.0311257 | val_loss: 0.0311493 | Time: 2238.61 ms [2021-11-29 02:16:07 main:574] : INFO : Epoch 1809 | loss: 0.0311209 | val_loss: 0.03115 | Time: 2212.2 ms [2021-11-29 02:16:09 main:574] : INFO : Epoch 1810 | loss: 0.031124 | val_loss: 0.0311543 | Time: 2244.29 ms [2021-11-29 02:16:11 main:574] : INFO : Epoch 1811 | loss: 0.0311233 | val_loss: 0.0311503 | Time: 2221.61 ms [2021-11-29 02:16:14 main:574] : INFO : Epoch 1812 | loss: 0.0311239 | val_loss: 0.0311518 | Time: 2241.02 ms [2021-11-29 02:16:16 main:574] : INFO : Epoch 1813 | loss: 0.0311248 | val_loss: 0.0311489 | Time: 2242.71 ms [2021-11-29 02:16:18 main:574] : INFO : Epoch 1814 | loss: 0.0311207 | val_loss: 0.0311438 | Time: 2228.36 ms [2021-11-29 02:16:20 main:574] : INFO : Epoch 1815 | loss: 0.0311239 | val_loss: 0.0311468 | Time: 2229.43 ms [2021-11-29 02:16:23 main:574] : INFO : Epoch 1816 | loss: 0.0311196 | val_loss: 0.0311474 | Time: 2203.04 ms [2021-11-29 02:16:25 main:574] : INFO : Epoch 1817 | loss: 0.03112 | val_loss: 0.0311462 | Time: 2226.09 ms [2021-11-29 02:16:27 main:574] : INFO : Epoch 1818 | loss: 0.0311248 | val_loss: 0.03115 | Time: 2202.91 ms [2021-11-29 02:16:29 main:574] : INFO : Epoch 1819 | loss: 0.0311316 | val_loss: 0.0311477 | Time: 2234.15 ms [2021-11-29 02:16:31 main:574] : INFO : Epoch 1820 | loss: 0.0311261 | val_loss: 0.0311446 | Time: 2228.77 ms [2021-11-29 02:16:34 main:574] : INFO : Epoch 1821 | loss: 0.0311238 | val_loss: 0.0311505 | Time: 2215.19 ms [2021-11-29 02:16:36 main:574] : INFO : Epoch 1822 | loss: 0.0311251 | val_loss: 0.0311531 | Time: 2204.09 ms [2021-11-29 02:16:38 main:574] : INFO : Epoch 1823 | loss: 0.0311254 | val_loss: 0.0311493 | Time: 2217.67 ms [2021-11-29 02:16:40 main:574] : INFO : Epoch 1824 | loss: 0.0311241 | val_loss: 0.0311441 | Time: 2183.35 ms [2021-11-29 02:16:43 main:574] : INFO : Epoch 1825 | loss: 0.0311223 | val_loss: 0.03115 | Time: 2214.55 ms [2021-11-29 02:16:45 main:574] : INFO : Epoch 1826 | loss: 0.0311212 | val_loss: 0.0311462 | Time: 2188.73 ms [2021-11-29 02:16:47 main:574] : INFO : Epoch 1827 | loss: 0.0311183 | val_loss: 0.0311493 | Time: 2222.09 ms [2021-11-29 02:16:49 main:574] : INFO : Epoch 1828 | loss: 0.0311186 | val_loss: 0.0311449 | Time: 2236.4 ms [2021-11-29 02:16:51 main:574] : INFO : Epoch 1829 | loss: 0.0311179 | val_loss: 0.0311523 | Time: 2209.97 ms [2021-11-29 02:16:54 main:574] : INFO : Epoch 1830 | loss: 0.0311177 | val_loss: 0.0311509 | Time: 2234.25 ms [2021-11-29 02:16:56 main:574] : INFO : Epoch 1831 | loss: 0.0311209 | val_loss: 0.0311515 | Time: 2231.73 ms [2021-11-29 02:16:58 main:574] : INFO : Epoch 1832 | loss: 0.0311237 | val_loss: 0.031153 | Time: 2213.59 ms [2021-11-29 02:17:00 main:574] : INFO : Epoch 1833 | loss: 0.0311358 | val_loss: 0.0311612 | Time: 2250.36 ms [2021-11-29 02:17:03 main:574] : INFO : Epoch 1834 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 2236.72 ms [2021-11-29 02:17:05 main:574] : INFO : Epoch 1835 | loss: 0.0311339 | val_loss: 0.0311491 | Time: 2233.89 ms [2021-11-29 02:17:07 main:574] : INFO : Epoch 1836 | loss: 0.0311279 | val_loss: 0.0311535 | Time: 2210.6 ms [2021-11-29 02:17:09 main:574] : INFO : Epoch 1837 | loss: 0.0311326 | val_loss: 0.0311521 | Time: 2215.56 ms [2021-11-29 02:17:11 main:574] : INFO : Epoch 1838 | loss: 0.0311356 | val_loss: 0.0311565 | Time: 2227.31 ms [2021-11-29 02:17:14 main:574] : INFO : Epoch 1839 | loss: 0.031132 | val_loss: 0.0311502 | Time: 2208.15 ms [2021-11-29 02:17:16 main:574] : INFO : Epoch 1840 | loss: 0.0311274 | val_loss: 0.0311488 | Time: 2192.78 ms [2021-11-29 02:17:18 main:574] : INFO : Epoch 1841 | loss: 0.0311251 | val_loss: 0.0311468 | Time: 2230.93 ms [2021-11-29 02:17:20 main:574] : INFO : Epoch 1842 | loss: 0.0311255 | val_loss: 0.0311511 | Time: 2221.18 ms [2021-11-29 02:17:23 main:574] : INFO : Epoch 1843 | loss: 0.0311272 | val_loss: 0.0311491 | Time: 2219.74 ms [2021-11-29 02:17:25 main:574] : INFO : Epoch 1844 | loss: 0.031123 | val_loss: 0.031151 | Time: 2190.08 ms [2021-11-29 02:17:27 main:574] : INFO : Epoch 1845 | loss: 0.0311233 | val_loss: 0.0311497 | Time: 2224.65 ms [2021-11-29 02:17:29 main:574] : INFO : Epoch 1846 | loss: 0.0311226 | val_loss: 0.0311498 | Time: 2218.04 ms [2021-11-29 02:17:31 main:574] : INFO : Epoch 1847 | loss: 0.0311215 | val_loss: 0.0311537 | Time: 2227.48 ms [2021-11-29 02:17:34 main:574] : INFO : Epoch 1848 | loss: 0.0311219 | val_loss: 0.0311513 | Time: 2229.09 ms [2021-11-29 02:17:36 main:574] : INFO : Epoch 1849 | loss: 0.0311244 | val_loss: 0.031149 | Time: 2214.14 ms [2021-11-29 02:17:38 main:574] : INFO : Epoch 1850 | loss: 0.031123 | val_loss: 0.0311503 | Time: 2210.16 ms [2021-11-29 02:17:40 main:574] : INFO : Epoch 1851 | loss: 0.0311228 | val_loss: 0.0311539 | Time: 2227.6 ms [2021-11-29 02:17:43 main:574] : INFO : Epoch 1852 | loss: 0.0311229 | val_loss: 0.0311501 | Time: 2236.09 ms [2021-11-29 02:17:45 main:574] : INFO : Epoch 1853 | loss: 0.0311222 | val_loss: 0.0311484 | Time: 2236.96 ms [2021-11-29 02:17:47 main:574] : INFO : Epoch 1854 | loss: 0.0311208 | val_loss: 0.031149 | Time: 2244.66 ms [2021-11-29 02:17:49 main:574] : INFO : Epoch 1855 | loss: 0.0311235 | val_loss: 0.0311494 | Time: 2226.17 ms [2021-11-29 02:17:52 main:574] : INFO : Epoch 1856 | loss: 0.031123 | val_loss: 0.0311479 | Time: 2203.7 ms [2021-11-29 02:17:54 main:574] : INFO : Epoch 1857 | loss: 0.0311219 | val_loss: 0.03115 | Time: 2231.63 ms [2021-11-29 02:17:56 main:574] : INFO : Epoch 1858 | loss: 0.0311202 | val_loss: 0.0311507 | Time: 2218.84 ms [2021-11-29 02:17:58 main:574] : INFO : Epoch 1859 | loss: 0.0311245 | val_loss: 0.0311493 | Time: 2213.37 ms [2021-11-29 02:18:00 main:574] : INFO : Epoch 1860 | loss: 0.0311241 | val_loss: 0.0311572 | Time: 2263.76 ms [2021-11-29 02:18:03 main:574] : INFO : Epoch 1861 | loss: 0.0311184 | val_loss: 0.0311476 | Time: 2210.36 ms [2021-11-29 02:18:05 main:574] : INFO : Epoch 1862 | loss: 0.0311199 | val_loss: 0.0311567 | Time: 2184.51 ms [2021-11-29 02:18:07 main:574] : INFO : Epoch 1863 | loss: 0.0311201 | val_loss: 0.0311522 | Time: 2250.03 ms [2021-11-29 02:18:09 main:574] : INFO : Epoch 1864 | loss: 0.0311177 | val_loss: 0.0311541 | Time: 2242.36 ms [2021-11-29 02:18:12 main:574] : INFO : Epoch 1865 | loss: 0.0311209 | val_loss: 0.0311496 | Time: 2216.74 ms [2021-11-29 02:18:14 main:574] : INFO : Epoch 1866 | loss: 0.0311211 | val_loss: 0.0311521 | Time: 2218.44 ms [2021-11-29 02:18:16 main:574] : INFO : Epoch 1867 | loss: 0.0311243 | val_loss: 0.0311512 | Time: 2235.57 ms [2021-11-29 02:18:18 main:574] : INFO : Epoch 1868 | loss: 0.031124 | val_loss: 0.0311545 | Time: 2228.32 ms [2021-11-29 02:18:21 main:574] : INFO : Epoch 1869 | loss: 0.0311214 | val_loss: 0.0311566 | Time: 2238.31 ms [2021-11-29 02:18:23 main:574] : INFO : Epoch 1870 | loss: 0.0311185 | val_loss: 0.031149 | Time: 2228.55 ms [2021-11-29 02:18:25 main:574] : INFO : Epoch 1871 | loss: 0.0311169 | val_loss: 0.0311487 | Time: 2238.01 ms [2021-11-29 02:18:27 main:574] : INFO : Epoch 1872 | loss: 0.0311183 | val_loss: 0.0311494 | Time: 2207.43 ms [2021-11-29 02:18:29 main:574] : INFO : Epoch 1873 | loss: 0.0311203 | val_loss: 0.0311451 | Time: 2229.06 ms [2021-11-29 02:18:32 main:574] : INFO : Epoch 1874 | loss: 0.0311168 | val_loss: 0.0311456 | Time: 2224.88 ms [2021-11-29 02:18:34 main:574] : INFO : Epoch 1875 | loss: 0.0311168 | val_loss: 0.0311518 | Time: 2229.43 ms [2021-11-29 02:18:36 main:574] : INFO : Epoch 1876 | loss: 0.0311187 | val_loss: 0.0311604 | Time: 2216.58 ms [2021-11-29 02:18:38 main:574] : INFO : Epoch 1877 | loss: 0.0311295 | val_loss: 0.031149 | Time: 2228.28 ms [2021-11-29 02:18:41 main:574] : INFO : Epoch 1878 | loss: 0.0311211 | val_loss: 0.0311532 | Time: 2232.23 ms [2021-11-29 02:18:43 main:574] : INFO : Epoch 1879 | loss: 0.0311181 | val_loss: 0.0311462 | Time: 2206.53 ms [2021-11-29 02:18:45 main:574] : INFO : Epoch 1880 | loss: 0.0311189 | val_loss: 0.0311501 | Time: 2230.85 ms [2021-11-29 02:18:47 main:574] : INFO : Epoch 1881 | loss: 0.0311183 | val_loss: 0.0311498 | Time: 2221.66 ms [2021-11-29 02:18:49 main:574] : INFO : Epoch 1882 | loss: 0.0311145 | val_loss: 0.0311469 | Time: 2224.16 ms [2021-11-29 02:18:52 main:574] : INFO : Epoch 1883 | loss: 0.0311149 | val_loss: 0.0311515 | Time: 2209.61 ms [2021-11-29 02:18:54 main:574] : INFO : Epoch 1884 | loss: 0.0311157 | val_loss: 0.0311506 | Time: 2229.85 ms [2021-11-29 02:18:56 main:574] : INFO : Epoch 1885 | loss: 0.0311151 | val_loss: 0.0311529 | Time: 2239.79 ms [2021-11-29 02:18:58 main:574] : INFO : Epoch 1886 | loss: 0.0311211 | val_loss: 0.0311638 | Time: 2213.35 ms [2021-11-29 02:19:01 main:574] : INFO : Epoch 1887 | loss: 0.0311228 | val_loss: 0.0311514 | Time: 2220.43 ms [2021-11-29 02:19:03 main:574] : INFO : Epoch 1888 | loss: 0.0311175 | val_loss: 0.0311455 | Time: 2203.49 ms [2021-11-29 02:19:05 main:574] : INFO : Epoch 1889 | loss: 0.0311174 | val_loss: 0.0311469 | Time: 2192.03 ms [2021-11-29 02:19:07 main:574] : INFO : Epoch 1890 | loss: 0.0311232 | val_loss: 0.0311487 | Time: 2221.45 ms [2021-11-29 02:19:09 main:574] : INFO : Epoch 1891 | loss: 0.0311211 | val_loss: 0.0311436 | Time: 2252.75 ms [2021-11-29 02:19:12 main:574] : INFO : Epoch 1892 | loss: 0.0311178 | val_loss: 0.0311467 | Time: 2247.39 ms [2021-11-29 02:19:14 main:574] : INFO : Epoch 1893 | loss: 0.0311171 | val_loss: 0.0311467 | Time: 2217.87 ms [2021-11-29 02:19:16 main:574] : INFO : Epoch 1894 | loss: 0.0311141 | val_loss: 0.0311484 | Time: 2215.53 ms [2021-11-29 02:19:18 main:574] : INFO : Epoch 1895 | loss: 0.0311156 | val_loss: 0.031153 | Time: 2233.43 ms [2021-11-29 02:19:21 main:574] : INFO : Epoch 1896 | loss: 0.0311163 | val_loss: 0.0311498 | Time: 2227.04 ms [2021-11-29 02:19:23 main:574] : INFO : Epoch 1897 | loss: 0.0311142 | val_loss: 0.0311501 | Time: 2249.11 ms [2021-11-29 02:19:25 main:574] : INFO : Epoch 1898 | loss: 0.0311171 | val_loss: 0.0311474 | Time: 2227.37 ms [2021-11-29 02:19:27 main:574] : INFO : Epoch 1899 | loss: 0.0311147 | val_loss: 0.031153 | Time: 2230.57 ms [2021-11-29 02:19:30 main:574] : INFO : Epoch 1900 | loss: 0.0311235 | val_loss: 0.0311517 | Time: 2219.05 ms [2021-11-29 02:19:32 main:574] : INFO : Epoch 1901 | loss: 0.0311152 | val_loss: 0.0311511 | Time: 2220.02 ms [2021-11-29 02:19:34 main:574] : INFO : Epoch 1902 | loss: 0.0311139 | val_loss: 0.0311506 | Time: 2227.24 ms [2021-11-29 02:19:36 main:574] : INFO : Epoch 1903 | loss: 0.0311148 | val_loss: 0.0311506 | Time: 2217.56 ms [2021-11-29 02:19:38 main:574] : INFO : Epoch 1904 | loss: 0.0311137 | val_loss: 0.0311552 | Time: 2246.1 ms [2021-11-29 02:19:41 main:574] : INFO : Epoch 1905 | loss: 0.0311186 | val_loss: 0.0311561 | Time: 2247.41 ms [2021-11-29 02:19:43 main:574] : INFO : Epoch 1906 | loss: 0.0311209 | val_loss: 0.0311554 | Time: 2219.2 ms [2021-11-29 02:19:45 main:574] : INFO : Epoch 1907 | loss: 0.0311224 | val_loss: 0.0311523 | Time: 2235.03 ms [2021-11-29 02:19:47 main:574] : INFO : Epoch 1908 | loss: 0.0311193 | val_loss: 0.0311516 | Time: 2191.44 ms [2021-11-29 02:19:50 main:574] : INFO : Epoch 1909 | loss: 0.0311172 | val_loss: 0.0311547 | Time: 2217.13 ms [2021-11-29 02:19:52 main:574] : INFO : Epoch 1910 | loss: 0.0311162 | val_loss: 0.0311538 | Time: 2217.99 ms [2021-11-29 02:19:54 main:574] : INFO : Epoch 1911 | loss: 0.0311144 | val_loss: 0.031146 | Time: 2246.25 ms [2021-11-29 02:19:56 main:574] : INFO : Epoch 1912 | loss: 0.0311145 | val_loss: 0.0311495 | Time: 2205.93 ms [2021-11-29 02:19:59 main:574] : INFO : Epoch 1913 | loss: 0.0311154 | val_loss: 0.0311497 | Time: 2232.66 ms [2021-11-29 02:20:01 main:574] : INFO : Epoch 1914 | loss: 0.0311149 | val_loss: 0.0311549 | Time: 2219.28 ms [2021-11-29 02:20:03 main:574] : INFO : Epoch 1915 | loss: 0.0311166 | val_loss: 0.0311495 | Time: 2222.05 ms [2021-11-29 02:20:05 main:574] : INFO : Epoch 1916 | loss: 0.0311219 | val_loss: 0.0311475 | Time: 2206.99 ms [2021-11-29 02:20:07 main:574] : INFO : Epoch 1917 | loss: 0.031124 | val_loss: 0.0311619 | Time: 2220.12 ms [2021-11-29 02:20:10 main:574] : INFO : Epoch 1918 | loss: 0.0333629 | val_loss: 0.0370103 | Time: 2239.81 ms [2021-11-29 02:20:12 main:574] : INFO : Epoch 1919 | loss: 0.0349772 | val_loss: 0.0392035 | Time: 2228.82 ms [2021-11-29 02:20:14 main:574] : INFO : Epoch 1920 | loss: 0.0325425 | val_loss: 0.0314603 | Time: 2226.04 ms [2021-11-29 02:20:16 main:574] : INFO : Epoch 1921 | loss: 0.0313997 | val_loss: 0.0313396 | Time: 2192.6 ms [2021-11-29 02:20:19 main:574] : INFO : Epoch 1922 | loss: 0.031278 | val_loss: 0.0312679 | Time: 2210.29 ms [2021-11-29 02:20:21 main:574] : INFO : Epoch 1923 | loss: 0.0312566 | val_loss: 0.0312547 | Time: 2246.19 ms [2021-11-29 02:20:23 main:574] : INFO : Epoch 1924 | loss: 0.0312524 | val_loss: 0.0312513 | Time: 2180.43 ms [2021-11-29 02:20:25 main:574] : INFO : Epoch 1925 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2263.39 ms [2021-11-29 02:20:27 main:574] : INFO : Epoch 1926 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2174.09 ms [2021-11-29 02:20:30 main:574] : INFO : Epoch 1927 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 2206.84 ms [2021-11-29 02:20:32 main:574] : INFO : Epoch 1928 | loss: 0.0312465 | val_loss: 0.031244 | Time: 2221.98 ms [2021-11-29 02:20:34 main:574] : INFO : Epoch 1929 | loss: 0.0312407 | val_loss: 0.0312378 | Time: 2214.86 ms [2021-11-29 02:20:36 main:574] : INFO : Epoch 1930 | loss: 0.031233 | val_loss: 0.03123 | Time: 2221.69 ms [2021-11-29 02:20:38 main:574] : INFO : Epoch 1931 | loss: 0.031225 | val_loss: 0.0312223 | Time: 2187.18 ms [2021-11-29 02:20:41 main:574] : INFO : Epoch 1932 | loss: 0.0312177 | val_loss: 0.0312162 | Time: 2208.04 ms [2021-11-29 02:20:43 main:574] : INFO : Epoch 1933 | loss: 0.0312139 | val_loss: 0.0312124 | Time: 2197.65 ms [2021-11-29 02:20:45 main:574] : INFO : Epoch 1934 | loss: 0.0312087 | val_loss: 0.0312068 | Time: 2221.77 ms [2021-11-29 02:20:47 main:574] : INFO : Epoch 1935 | loss: 0.0312053 | val_loss: 0.0312028 | Time: 2203.74 ms [2021-11-29 02:20:50 main:574] : INFO : Epoch 1936 | loss: 0.0312029 | val_loss: 0.0312034 | Time: 2231.84 ms [2021-11-29 02:20:52 main:574] : INFO : Epoch 1937 | loss: 0.0312018 | val_loss: 0.0312001 | Time: 2228.08 ms [2021-11-29 02:20:54 main:574] : INFO : Epoch 1938 | loss: 0.0311981 | val_loss: 0.0311974 | Time: 2239.41 ms [2021-11-29 02:20:56 main:574] : INFO : Epoch 1939 | loss: 0.0311962 | val_loss: 0.0311987 | Time: 2216.47 ms [2021-11-29 02:20:58 main:574] : INFO : Epoch 1940 | loss: 0.0311949 | val_loss: 0.0311906 | Time: 2216.35 ms [2021-11-29 02:21:01 main:574] : INFO : Epoch 1941 | loss: 0.0311856 | val_loss: 0.0311823 | Time: 2236.48 ms [2021-11-29 02:21:03 main:574] : INFO : Epoch 1942 | loss: 0.0311826 | val_loss: 0.0311781 | Time: 2196.64 ms [2021-11-29 02:21:05 main:574] : INFO : Epoch 1943 | loss: 0.0311794 | val_loss: 0.0311752 | Time: 2206.31 ms [2021-11-29 02:21:07 main:574] : INFO : Epoch 1944 | loss: 0.0311786 | val_loss: 0.0311742 | Time: 2215.85 ms [2021-11-29 02:21:10 main:574] : INFO : Epoch 1945 | loss: 0.0311771 | val_loss: 0.0311737 | Time: 2200.42 ms [2021-11-29 02:21:12 main:574] : INFO : Epoch 1946 | loss: 0.0311765 | val_loss: 0.0311752 | Time: 2198.26 ms [2021-11-29 02:21:14 main:574] : INFO : Epoch 1947 | loss: 0.0311759 | val_loss: 0.031175 | Time: 2183.86 ms [2021-11-29 02:21:16 main:574] : INFO : Epoch 1948 | loss: 0.0311756 | val_loss: 0.0311738 | Time: 2239.38 ms [2021-11-29 02:21:18 main:574] : INFO : Epoch 1949 | loss: 0.0311744 | val_loss: 0.031174 | Time: 2210.78 ms [2021-11-29 02:21:21 main:574] : INFO : Epoch 1950 | loss: 0.0311738 | val_loss: 0.0311731 | Time: 2212.81 ms [2021-11-29 02:21:23 main:574] : INFO : Epoch 1951 | loss: 0.0311736 | val_loss: 0.0311728 | Time: 2209.86 ms [2021-11-29 02:21:25 main:574] : INFO : Epoch 1952 | loss: 0.0311738 | val_loss: 0.0311741 | Time: 2199.82 ms [2021-11-29 02:21:27 main:574] : INFO : Epoch 1953 | loss: 0.0311726 | val_loss: 0.0311734 | Time: 2214.24 ms [2021-11-29 02:21:29 main:574] : INFO : Epoch 1954 | loss: 0.0311719 | val_loss: 0.0311731 | Time: 2247.2 ms [2021-11-29 02:21:32 main:574] : INFO : Epoch 1955 | loss: 0.0311723 | val_loss: 0.0311724 | Time: 2213.87 ms [2021-11-29 02:21:34 main:574] : INFO : Epoch 1956 | loss: 0.0311715 | val_loss: 0.031173 | Time: 2237.09 ms [2021-11-29 02:21:36 main:574] : INFO : Epoch 1957 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 2213.02 ms [2021-11-29 02:21:38 main:574] : INFO : Epoch 1958 | loss: 0.0311705 | val_loss: 0.031173 | Time: 2207.49 ms [2021-11-29 02:21:41 main:574] : INFO : Epoch 1959 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 2210.65 ms [2021-11-29 02:21:43 main:574] : INFO : Epoch 1960 | loss: 0.0311706 | val_loss: 0.0311728 | Time: 2217.07 ms [2021-11-29 02:21:45 main:574] : INFO : Epoch 1961 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 2208.38 ms [2021-11-29 02:21:47 main:574] : INFO : Epoch 1962 | loss: 0.0311687 | val_loss: 0.0311734 | Time: 2210.36 ms [2021-11-29 02:21:49 main:574] : INFO : Epoch 1963 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 2205.11 ms [2021-11-29 02:21:52 main:574] : INFO : Epoch 1964 | loss: 0.0311676 | val_loss: 0.0311728 | Time: 2210.38 ms [2021-11-29 02:21:54 main:574] : INFO : Epoch 1965 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 2213.01 ms [2021-11-29 02:21:56 main:574] : INFO : Epoch 1966 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 2198.6 ms [2021-11-29 02:21:58 main:574] : INFO : Epoch 1967 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 2222.86 ms [2021-11-29 02:22:01 main:574] : INFO : Epoch 1968 | loss: 0.031167 | val_loss: 0.0311721 | Time: 2220.13 ms [2021-11-29 02:22:03 main:574] : INFO : Epoch 1969 | loss: 0.031166 | val_loss: 0.031172 | Time: 2264.81 ms [2021-11-29 02:22:05 main:574] : INFO : Epoch 1970 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 2213.05 ms [2021-11-29 02:22:07 main:574] : INFO : Epoch 1971 | loss: 0.0311663 | val_loss: 0.03117 | Time: 2225.73 ms [2021-11-29 02:22:09 main:574] : INFO : Epoch 1972 | loss: 0.0311685 | val_loss: 0.031174 | Time: 2209.74 ms [2021-11-29 02:22:12 main:574] : INFO : Epoch 1973 | loss: 0.0311712 | val_loss: 0.0311723 | Time: 2190.43 ms [2021-11-29 02:22:14 main:574] : INFO : Epoch 1974 | loss: 0.031169 | val_loss: 0.0311721 | Time: 2237.72 ms [2021-11-29 02:22:16 main:574] : INFO : Epoch 1975 | loss: 0.0311678 | val_loss: 0.0311717 | Time: 2215.07 ms [2021-11-29 02:22:18 main:574] : INFO : Epoch 1976 | loss: 0.0311676 | val_loss: 0.0311712 | Time: 2227.94 ms [2021-11-29 02:22:21 main:574] : INFO : Epoch 1977 | loss: 0.0311668 | val_loss: 0.0311702 | Time: 2240.73 ms [2021-11-29 02:22:23 main:574] : INFO : Epoch 1978 | loss: 0.0311662 | val_loss: 0.0311702 | Time: 2205.16 ms [2021-11-29 02:22:25 main:574] : INFO : Epoch 1979 | loss: 0.031168 | val_loss: 0.0311731 | Time: 2223.51 ms [2021-11-29 02:22:27 main:574] : INFO : Epoch 1980 | loss: 0.0311687 | val_loss: 0.0311721 | Time: 2203.1 ms [2021-11-29 02:22:29 main:574] : INFO : Epoch 1981 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 2257.23 ms [2021-11-29 02:22:32 main:574] : INFO : Epoch 1982 | loss: 0.0311669 | val_loss: 0.0311701 | Time: 2217.27 ms [2021-11-29 02:22:34 main:574] : INFO : Epoch 1983 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 2227.59 ms [2021-11-29 02:22:36 main:574] : INFO : Epoch 1984 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 2207.35 ms [2021-11-29 02:22:38 main:574] : INFO : Epoch 1985 | loss: 0.0311655 | val_loss: 0.0311708 | Time: 2216.35 ms [2021-11-29 02:22:41 main:574] : INFO : Epoch 1986 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 2225.62 ms [2021-11-29 02:22:43 main:574] : INFO : Epoch 1987 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 2212.86 ms [2021-11-29 02:22:45 main:574] : INFO : Epoch 1988 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 2205.92 ms [2021-11-29 02:22:47 main:574] : INFO : Epoch 1989 | loss: 0.0311635 | val_loss: 0.0311696 | Time: 2197.34 ms [2021-11-29 02:22:49 main:574] : INFO : Epoch 1990 | loss: 0.0311632 | val_loss: 0.0311697 | Time: 2232.87 ms [2021-11-29 02:22:52 main:574] : INFO : Epoch 1991 | loss: 0.031162 | val_loss: 0.0311696 | Time: 2218.31 ms [2021-11-29 02:22:54 main:574] : INFO : Epoch 1992 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 2210.23 ms [2021-11-29 02:22:56 main:574] : INFO : Epoch 1993 | loss: 0.0311616 | val_loss: 0.0311696 | Time: 2241.2 ms [2021-11-29 02:22:58 main:574] : INFO : Epoch 1994 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 2206.12 ms [2021-11-29 02:23:01 main:574] : INFO : Epoch 1995 | loss: 0.0311624 | val_loss: 0.0311696 | Time: 2239.16 ms [2021-11-29 02:23:03 main:574] : INFO : Epoch 1996 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 2216.2 ms [2021-11-29 02:23:05 main:574] : INFO : Epoch 1997 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 2225.56 ms [2021-11-29 02:23:07 main:574] : INFO : Epoch 1998 | loss: 0.031161 | val_loss: 0.0311681 | Time: 2248.51 ms [2021-11-29 02:23:09 main:574] : INFO : Epoch 1999 | loss: 0.0311611 | val_loss: 0.0311683 | Time: 2198.43 ms [2021-11-29 02:23:12 main:574] : INFO : Epoch 2000 | loss: 0.0311619 | val_loss: 0.0311671 | Time: 2229.11 ms [2021-11-29 02:23:14 main:574] : INFO : Epoch 2001 | loss: 0.0311607 | val_loss: 0.0311667 | Time: 2217.18 ms [2021-11-29 02:23:16 main:574] : INFO : Epoch 2002 | loss: 0.0311608 | val_loss: 0.0311659 | Time: 2214.52 ms [2021-11-29 02:23:18 main:574] : INFO : Epoch 2003 | loss: 0.0311604 | val_loss: 0.0311676 | Time: 2207.49 ms [2021-11-29 02:23:21 main:574] : INFO : Epoch 2004 | loss: 0.03116 | val_loss: 0.0311665 | Time: 2206.45 ms [2021-11-29 02:23:23 main:574] : INFO : Epoch 2005 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 2225.67 ms [2021-11-29 02:23:25 main:574] : INFO : Epoch 2006 | loss: 0.0311602 | val_loss: 0.031168 | Time: 2195.33 ms [2021-11-29 02:23:27 main:574] : INFO : Epoch 2007 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 2235.68 ms [2021-11-29 02:23:29 main:574] : INFO : Epoch 2008 | loss: 0.0311607 | val_loss: 0.031167 | Time: 2211.66 ms [2021-11-29 02:23:32 main:574] : INFO : Epoch 2009 | loss: 0.0311607 | val_loss: 0.0311686 | Time: 2212.54 ms [2021-11-29 02:23:34 main:574] : INFO : Epoch 2010 | loss: 0.031159 | val_loss: 0.0311663 | Time: 2228.32 ms [2021-11-29 02:23:36 main:574] : INFO : Epoch 2011 | loss: 0.0311581 | val_loss: 0.0311671 | Time: 2222.73 ms [2021-11-29 02:23:38 main:574] : INFO : Epoch 2012 | loss: 0.0311582 | val_loss: 0.0311663 | Time: 2225.26 ms [2021-11-29 02:23:41 main:574] : INFO : Epoch 2013 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 2226.47 ms [2021-11-29 02:23:43 main:574] : INFO : Epoch 2014 | loss: 0.0311623 | val_loss: 0.0311687 | Time: 2239.63 ms [2021-11-29 02:23:45 main:574] : INFO : Epoch 2015 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 2229.28 ms [2021-11-29 02:23:47 main:574] : INFO : Epoch 2016 | loss: 0.0311634 | val_loss: 0.0311663 | Time: 2240.18 ms [2021-11-29 02:23:50 main:574] : INFO : Epoch 2017 | loss: 0.0311622 | val_loss: 0.0311666 | Time: 2232.35 ms [2021-11-29 02:23:52 main:574] : INFO : Epoch 2018 | loss: 0.0311621 | val_loss: 0.0311651 | Time: 2197.81 ms [2021-11-29 02:23:54 main:574] : INFO : Epoch 2019 | loss: 0.0311599 | val_loss: 0.0311661 | Time: 2259.73 ms [2021-11-29 02:23:56 main:574] : INFO : Epoch 2020 | loss: 0.0311603 | val_loss: 0.0311662 | Time: 2208.74 ms [2021-11-29 02:23:58 main:574] : INFO : Epoch 2021 | loss: 0.0311591 | val_loss: 0.031165 | Time: 2226 ms [2021-11-29 02:24:01 main:574] : INFO : Epoch 2022 | loss: 0.031158 | val_loss: 0.0311659 | Time: 2209.16 ms [2021-11-29 02:24:03 main:574] : INFO : Epoch 2023 | loss: 0.0311601 | val_loss: 0.031165 | Time: 2255.99 ms [2021-11-29 02:24:05 main:574] : INFO : Epoch 2024 | loss: 0.031159 | val_loss: 0.0311659 | Time: 2220.21 ms [2021-11-29 02:24:07 main:574] : INFO : Epoch 2025 | loss: 0.0311576 | val_loss: 0.0311648 | Time: 2231.33 ms [2021-11-29 02:24:10 main:574] : INFO : Epoch 2026 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 2173.62 ms [2021-11-29 02:24:12 main:574] : INFO : Epoch 2027 | loss: 0.0311579 | val_loss: 0.0311664 | Time: 2227.12 ms [2021-11-29 02:24:14 main:574] : INFO : Epoch 2028 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 2205.2 ms [2021-11-29 02:24:16 main:574] : INFO : Epoch 2029 | loss: 0.031157 | val_loss: 0.0311658 | Time: 2239.26 ms [2021-11-29 02:24:18 main:574] : INFO : Epoch 2030 | loss: 0.031157 | val_loss: 0.0311664 | Time: 2200.47 ms [2021-11-29 02:24:21 main:574] : INFO : Epoch 2031 | loss: 0.0311582 | val_loss: 0.0311672 | Time: 2210.43 ms [2021-11-29 02:24:23 main:574] : INFO : Epoch 2032 | loss: 0.0311578 | val_loss: 0.0311662 | Time: 2207.09 ms [2021-11-29 02:24:25 main:574] : INFO : Epoch 2033 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 2201.89 ms [2021-11-29 02:24:27 main:574] : INFO : Epoch 2034 | loss: 0.0311649 | val_loss: 0.0311717 | Time: 2234.42 ms [2021-11-29 02:24:30 main:574] : INFO : Epoch 2035 | loss: 0.031163 | val_loss: 0.031169 | Time: 2230.11 ms [2021-11-29 02:24:32 main:574] : INFO : Epoch 2036 | loss: 0.0311633 | val_loss: 0.0311666 | Time: 2229.11 ms [2021-11-29 02:24:34 main:574] : INFO : Epoch 2037 | loss: 0.0311617 | val_loss: 0.0311658 | Time: 2198.97 ms [2021-11-29 02:24:36 main:574] : INFO : Epoch 2038 | loss: 0.0311608 | val_loss: 0.0311651 | Time: 2212.88 ms [2021-11-29 02:24:38 main:574] : INFO : Epoch 2039 | loss: 0.0311599 | val_loss: 0.0311665 | Time: 2207.77 ms [2021-11-29 02:24:40 main:574] : INFO : Epoch 2040 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 1809.08 ms [2021-11-29 02:24:42 main:574] : INFO : Epoch 2041 | loss: 0.0311601 | val_loss: 0.0311659 | Time: 1658.12 ms [2021-11-29 02:24:44 main:574] : INFO : Epoch 2042 | loss: 0.0311598 | val_loss: 0.0311664 | Time: 1705.84 ms [2021-11-29 02:24:45 main:574] : INFO : Epoch 2043 | loss: 0.031162 | val_loss: 0.0311681 | Time: 1711.58 ms [2021-11-29 02:24:47 main:574] : INFO : Epoch 2044 | loss: 0.0311622 | val_loss: 0.0311671 | Time: 1667.84 ms [2021-11-29 02:24:49 main:574] : INFO : Epoch 2045 | loss: 0.0311606 | val_loss: 0.0311663 | Time: 1656.43 ms [2021-11-29 02:24:51 main:574] : INFO : Epoch 2046 | loss: 0.0311586 | val_loss: 0.0311707 | Time: 2024.2 ms [2021-11-29 02:24:53 main:574] : INFO : Epoch 2047 | loss: 0.031173 | val_loss: 0.0311711 | Time: 2202.21 ms [2021-11-29 02:24:55 main:574] : INFO : Epoch 2048 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 2240.87 ms [2021-11-29 02:24:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311736 [2021-11-29 02:24:55 main:603] : INFO : Saving end state to config to file [2021-11-29 02:24:55 main:608] : INFO : Success, exiting.. 02:24:55 (6840): 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)