Task 9125908
| Name | ParityModified-1636180578-843-3-0_0 |
| Workunit | 6567501 |
| Created | 23 Nov 2021, 5:11:35 UTC |
| Sent | 28 Nov 2021, 11:06:30 UTC |
| Report deadline | 6 Dec 2021, 11:06:30 UTC |
| Received | 29 Nov 2021, 0:08:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 15 min 49 sec |
| CPU time | 1 hours 15 min 23 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> 49:58 main:574] : INFO : Epoch 1542 | loss: 0.0311335 | val_loss: 0.0311465 | Time: 2233.89 ms [2021-11-29 00:50:01 main:574] : INFO : Epoch 1543 | loss: 0.0311349 | val_loss: 0.031145 | Time: 2211.45 ms [2021-11-29 00:50:03 main:574] : INFO : Epoch 1544 | loss: 0.0311397 | val_loss: 0.0311543 | Time: 2187.77 ms [2021-11-29 00:50:05 main:574] : INFO : Epoch 1545 | loss: 0.0311399 | val_loss: 0.0311531 | Time: 2230.84 ms [2021-11-29 00:50:07 main:574] : INFO : Epoch 1546 | loss: 0.0311379 | val_loss: 0.0311524 | Time: 2238.53 ms [2021-11-29 00:50:09 main:574] : INFO : Epoch 1547 | loss: 0.031136 | val_loss: 0.031151 | Time: 2237.09 ms [2021-11-29 00:50:12 main:574] : INFO : Epoch 1548 | loss: 0.0311349 | val_loss: 0.0311501 | Time: 2201.16 ms [2021-11-29 00:50:14 main:574] : INFO : Epoch 1549 | loss: 0.0311331 | val_loss: 0.0311509 | Time: 2257.49 ms [2021-11-29 00:50:16 main:574] : INFO : Epoch 1550 | loss: 0.0311351 | val_loss: 0.0311481 | Time: 2263.59 ms [2021-11-29 00:50:18 main:574] : INFO : Epoch 1551 | loss: 0.0311396 | val_loss: 0.0311547 | Time: 2203.05 ms [2021-11-29 00:50:21 main:574] : INFO : Epoch 1552 | loss: 0.0311354 | val_loss: 0.0311489 | Time: 2217.14 ms [2021-11-29 00:50:23 main:574] : INFO : Epoch 1553 | loss: 0.0311353 | val_loss: 0.0311505 | Time: 2209.51 ms [2021-11-29 00:50:25 main:574] : INFO : Epoch 1554 | loss: 0.0311377 | val_loss: 0.0311522 | Time: 2238.56 ms [2021-11-29 00:50:27 main:574] : INFO : Epoch 1555 | loss: 0.0311355 | val_loss: 0.0311516 | Time: 2236.72 ms [2021-11-29 00:50:30 main:574] : INFO : Epoch 1556 | loss: 0.031132 | val_loss: 0.0311489 | Time: 2251.53 ms [2021-11-29 00:50:32 main:574] : INFO : Epoch 1557 | loss: 0.0311308 | val_loss: 0.0311498 | Time: 2225.5 ms [2021-11-29 00:50:34 main:574] : INFO : Epoch 1558 | loss: 0.0311284 | val_loss: 0.0311478 | Time: 2209.51 ms [2021-11-29 00:50:36 main:574] : INFO : Epoch 1559 | loss: 0.0311299 | val_loss: 0.0311536 | Time: 2190.85 ms [2021-11-29 00:50:38 main:574] : INFO : Epoch 1560 | loss: 0.0311306 | val_loss: 0.0311465 | Time: 2204.35 ms [2021-11-29 00:50:41 main:574] : INFO : Epoch 1561 | loss: 0.0311278 | val_loss: 0.0311483 | Time: 2210 ms [2021-11-29 00:50:43 main:574] : INFO : Epoch 1562 | loss: 0.0311267 | val_loss: 0.0311452 | Time: 2219.16 ms [2021-11-29 00:50:45 main:574] : INFO : Epoch 1563 | loss: 0.0311256 | val_loss: 0.0311482 | Time: 2210.73 ms [2021-11-29 00:50:47 main:574] : INFO : Epoch 1564 | loss: 0.0311253 | val_loss: 0.0311467 | Time: 2214.02 ms [2021-11-29 00:50:49 main:574] : INFO : Epoch 1565 | loss: 0.0311273 | val_loss: 0.0311513 | Time: 2200.6 ms [2021-11-29 00:50:52 main:574] : INFO : Epoch 1566 | loss: 0.0311283 | val_loss: 0.0311466 | Time: 2224.06 ms [2021-11-29 00:50:54 main:574] : INFO : Epoch 1567 | loss: 0.0311254 | val_loss: 0.0311481 | Time: 2220.18 ms [2021-11-29 00:50:56 main:574] : INFO : Epoch 1568 | loss: 0.0311244 | val_loss: 0.0311584 | Time: 2210.48 ms [2021-11-29 00:50:58 main:574] : INFO : Epoch 1569 | loss: 0.0311333 | val_loss: 0.0311565 | Time: 2188.11 ms [2021-11-29 00:51:01 main:574] : INFO : Epoch 1570 | loss: 0.0311303 | val_loss: 0.0311531 | Time: 2227.01 ms [2021-11-29 00:51:03 main:574] : INFO : Epoch 1571 | loss: 0.0311261 | val_loss: 0.0311481 | Time: 2239.33 ms [2021-11-29 00:51:05 main:574] : INFO : Epoch 1572 | loss: 0.0311292 | val_loss: 0.0311472 | Time: 2203.92 ms [2021-11-29 00:51:07 main:574] : INFO : Epoch 1573 | loss: 0.0311306 | val_loss: 0.0311513 | Time: 2221.37 ms [2021-11-29 00:51:09 main:574] : INFO : Epoch 1574 | loss: 0.0311313 | val_loss: 0.0311511 | Time: 2234.38 ms [2021-11-29 00:51:12 main:574] : INFO : Epoch 1575 | loss: 0.0311299 | val_loss: 0.0311507 | Time: 2208.52 ms [2021-11-29 00:51:14 main:574] : INFO : Epoch 1576 | loss: 0.031132 | val_loss: 0.0311518 | Time: 2195.96 ms [2021-11-29 00:51:16 main:574] : INFO : Epoch 1577 | loss: 0.0311346 | val_loss: 0.0311471 | Time: 2227.65 ms [2021-11-29 00:51:18 main:574] : INFO : Epoch 1578 | loss: 0.0311287 | val_loss: 0.0311434 | Time: 2224.68 ms [2021-11-29 00:51:21 main:574] : INFO : Epoch 1579 | loss: 0.0311277 | val_loss: 0.0311454 | Time: 2204.38 ms [2021-11-29 00:51:23 main:574] : INFO : Epoch 1580 | loss: 0.0311255 | val_loss: 0.0311505 | Time: 2228.4 ms [2021-11-29 00:51:25 main:574] : INFO : Epoch 1581 | loss: 0.0311283 | val_loss: 0.0311516 | Time: 2194.72 ms [2021-11-29 00:51:27 main:574] : INFO : Epoch 1582 | loss: 0.0311271 | val_loss: 0.0311494 | Time: 2207.12 ms [2021-11-29 00:51:29 main:574] : INFO : Epoch 1583 | loss: 0.0311277 | val_loss: 0.0311456 | Time: 2240.19 ms [2021-11-29 00:51:32 main:574] : INFO : Epoch 1584 | loss: 0.0311272 | val_loss: 0.0311451 | Time: 2223.28 ms [2021-11-29 00:51:34 main:574] : INFO : Epoch 1585 | loss: 0.0311273 | val_loss: 0.0311444 | Time: 2255.15 ms [2021-11-29 00:51:36 main:574] : INFO : Epoch 1586 | loss: 0.0311245 | val_loss: 0.0311413 | Time: 2194.22 ms [2021-11-29 00:51:38 main:574] : INFO : Epoch 1587 | loss: 0.0311217 | val_loss: 0.0311415 | Time: 2213.91 ms [2021-11-29 00:51:41 main:574] : INFO : Epoch 1588 | loss: 0.0311251 | val_loss: 0.0311436 | Time: 2250.99 ms [2021-11-29 00:51:43 main:574] : INFO : Epoch 1589 | loss: 0.0311238 | val_loss: 0.031142 | Time: 2238.13 ms [2021-11-29 00:51:45 main:574] : INFO : Epoch 1590 | loss: 0.031121 | val_loss: 0.031144 | Time: 2236.8 ms [2021-11-29 00:51:47 main:574] : INFO : Epoch 1591 | loss: 0.0311242 | val_loss: 0.0311489 | Time: 2192.26 ms [2021-11-29 00:51:49 main:574] : INFO : Epoch 1592 | loss: 0.0311289 | val_loss: 0.0311513 | Time: 2233.71 ms [2021-11-29 00:51:52 main:574] : INFO : Epoch 1593 | loss: 0.0311267 | val_loss: 0.0311461 | Time: 2198.09 ms [2021-11-29 00:51:54 main:574] : INFO : Epoch 1594 | loss: 0.0311294 | val_loss: 0.0311441 | Time: 2198.75 ms [2021-11-29 00:51:56 main:574] : INFO : Epoch 1595 | loss: 0.0311295 | val_loss: 0.0311452 | Time: 2228.65 ms [2021-11-29 00:51:58 main:574] : INFO : Epoch 1596 | loss: 0.0311267 | val_loss: 0.031151 | Time: 2223.67 ms [2021-11-29 00:52:01 main:574] : INFO : Epoch 1597 | loss: 0.0311261 | val_loss: 0.031144 | Time: 2214.41 ms [2021-11-29 00:52:03 main:574] : INFO : Epoch 1598 | loss: 0.0311254 | val_loss: 0.0311445 | Time: 2241.72 ms [2021-11-29 00:52:05 main:574] : INFO : Epoch 1599 | loss: 0.0311258 | val_loss: 0.031142 | Time: 2182.88 ms [2021-11-29 00:52:07 main:574] : INFO : Epoch 1600 | loss: 0.0311246 | val_loss: 0.0311443 | Time: 2196.35 ms [2021-11-29 00:52:09 main:574] : INFO : Epoch 1601 | loss: 0.0311275 | val_loss: 0.031144 | Time: 2240.66 ms [2021-11-29 00:52:12 main:574] : INFO : Epoch 1602 | loss: 0.0311248 | val_loss: 0.031142 | Time: 2214.64 ms [2021-11-29 00:52:14 main:574] : INFO : Epoch 1603 | loss: 0.0311247 | val_loss: 0.0311473 | Time: 2239.68 ms [2021-11-29 00:52:16 main:574] : INFO : Epoch 1604 | loss: 0.0311239 | val_loss: 0.0311409 | Time: 2201.82 ms [2021-11-29 00:52:18 main:574] : INFO : Epoch 1605 | loss: 0.0311215 | val_loss: 0.0311452 | Time: 2228.35 ms [2021-11-29 00:52:21 main:574] : INFO : Epoch 1606 | loss: 0.0311212 | val_loss: 0.0311447 | Time: 2214.69 ms [2021-11-29 00:52:23 main:574] : INFO : Epoch 1607 | loss: 0.03112 | val_loss: 0.0311424 | Time: 2247.1 ms [2021-11-29 00:52:25 main:574] : INFO : Epoch 1608 | loss: 0.0311198 | val_loss: 0.0311433 | Time: 2203 ms [2021-11-29 00:52:27 main:574] : INFO : Epoch 1609 | loss: 0.0311251 | val_loss: 0.031147 | Time: 2219.96 ms [2021-11-29 00:52:29 main:574] : INFO : Epoch 1610 | loss: 0.0311292 | val_loss: 0.0311517 | Time: 2208.34 ms [2021-11-29 00:52:32 main:574] : INFO : Epoch 1611 | loss: 0.0311296 | val_loss: 0.0311471 | Time: 2221.85 ms [2021-11-29 00:52:34 main:574] : INFO : Epoch 1612 | loss: 0.031128 | val_loss: 0.0311449 | Time: 2212.53 ms [2021-11-29 00:52:36 main:574] : INFO : Epoch 1613 | loss: 0.0311263 | val_loss: 0.0311452 | Time: 2212.92 ms [2021-11-29 00:52:38 main:574] : INFO : Epoch 1614 | loss: 0.0311271 | val_loss: 0.031145 | Time: 2188.02 ms [2021-11-29 00:52:40 main:574] : INFO : Epoch 1615 | loss: 0.0311309 | val_loss: 0.0311453 | Time: 2207.45 ms [2021-11-29 00:52:43 main:574] : INFO : Epoch 1616 | loss: 0.0311308 | val_loss: 0.0311385 | Time: 2207.44 ms [2021-11-29 00:52:45 main:574] : INFO : Epoch 1617 | loss: 0.031128 | val_loss: 0.0311394 | Time: 2216.01 ms [2021-11-29 00:52:47 main:574] : INFO : Epoch 1618 | loss: 0.0311285 | val_loss: 0.03114 | Time: 2205.67 ms [2021-11-29 00:52:49 main:574] : INFO : Epoch 1619 | loss: 0.0311278 | val_loss: 0.0311474 | Time: 2218.92 ms [2021-11-29 00:52:52 main:574] : INFO : Epoch 1620 | loss: 0.031128 | val_loss: 0.0311407 | Time: 2213.11 ms [2021-11-29 00:52:54 main:574] : INFO : Epoch 1621 | loss: 0.0311256 | val_loss: 0.0311391 | Time: 2205.32 ms [2021-11-29 00:52:56 main:574] : INFO : Epoch 1622 | loss: 0.0311249 | val_loss: 0.0311429 | Time: 2242.27 ms [2021-11-29 00:52:58 main:574] : INFO : Epoch 1623 | loss: 0.0311251 | val_loss: 0.0311399 | Time: 2235.97 ms [2021-11-29 00:53:00 main:574] : INFO : Epoch 1624 | loss: 0.0311267 | val_loss: 0.03114 | Time: 2227.44 ms [2021-11-29 00:53:03 main:574] : INFO : Epoch 1625 | loss: 0.0311266 | val_loss: 0.0311413 | Time: 2212.36 ms [2021-11-29 00:53:05 main:574] : INFO : Epoch 1626 | loss: 0.0311263 | val_loss: 0.0311398 | Time: 2207.98 ms [2021-11-29 00:53:07 main:574] : INFO : Epoch 1627 | loss: 0.031126 | val_loss: 0.0311384 | Time: 2220.94 ms [2021-11-29 00:53:09 main:574] : INFO : Epoch 1628 | loss: 0.0311273 | val_loss: 0.0311424 | Time: 2207.19 ms [2021-11-29 00:53:12 main:574] : INFO : Epoch 1629 | loss: 0.031128 | val_loss: 0.031141 | Time: 2248.98 ms [2021-11-29 00:53:14 main:574] : INFO : Epoch 1630 | loss: 0.0311256 | val_loss: 0.0311394 | Time: 2224.12 ms [2021-11-29 00:53:16 main:574] : INFO : Epoch 1631 | loss: 0.0311251 | val_loss: 0.0311365 | Time: 2218.58 ms [2021-11-29 00:53:18 main:574] : INFO : Epoch 1632 | loss: 0.0311242 | val_loss: 0.0311444 | Time: 2221.41 ms [2021-11-29 00:53:21 main:574] : INFO : Epoch 1633 | loss: 0.0311242 | val_loss: 0.0311417 | Time: 2246.79 ms [2021-11-29 00:53:23 main:574] : INFO : Epoch 1634 | loss: 0.0311249 | val_loss: 0.0311383 | Time: 2209.04 ms [2021-11-29 00:53:25 main:574] : INFO : Epoch 1635 | loss: 0.0311234 | val_loss: 0.0311385 | Time: 2227.4 ms [2021-11-29 00:53:27 main:574] : INFO : Epoch 1636 | loss: 0.0311274 | val_loss: 0.0311437 | Time: 2229.12 ms [2021-11-29 00:53:29 main:574] : INFO : Epoch 1637 | loss: 0.0311302 | val_loss: 0.031151 | Time: 2231.36 ms [2021-11-29 00:53:32 main:574] : INFO : Epoch 1638 | loss: 0.031128 | val_loss: 0.0311436 | Time: 2211.36 ms [2021-11-29 00:53:34 main:574] : INFO : Epoch 1639 | loss: 0.0311282 | val_loss: 0.0311488 | Time: 2215.42 ms [2021-11-29 00:53:36 main:574] : INFO : Epoch 1640 | loss: 0.0311291 | val_loss: 0.0311502 | Time: 2221.22 ms [2021-11-29 00:53:38 main:574] : INFO : Epoch 1641 | loss: 0.031126 | val_loss: 0.0311464 | Time: 2223.07 ms [2021-11-29 00:53:41 main:574] : INFO : Epoch 1642 | loss: 0.0311221 | val_loss: 0.0311409 | Time: 2200.41 ms [2021-11-29 00:53:43 main:574] : INFO : Epoch 1643 | loss: 0.0311206 | val_loss: 0.0311396 | Time: 2223.92 ms [2021-11-29 00:53:45 main:574] : INFO : Epoch 1644 | loss: 0.03112 | val_loss: 0.0311431 | Time: 2208.53 ms [2021-11-29 00:53:47 main:574] : INFO : Epoch 1645 | loss: 0.0311202 | val_loss: 0.0311442 | Time: 2192.92 ms [2021-11-29 00:53:49 main:574] : INFO : Epoch 1646 | loss: 0.0311212 | val_loss: 0.0311442 | Time: 2210.38 ms [2021-11-29 00:53:52 main:574] : INFO : Epoch 1647 | loss: 0.0311194 | val_loss: 0.031148 | Time: 2247.24 ms [2021-11-29 00:53:54 main:574] : INFO : Epoch 1648 | loss: 0.0311207 | val_loss: 0.0311447 | Time: 2202.91 ms [2021-11-29 00:53:56 main:574] : INFO : Epoch 1649 | loss: 0.0311204 | val_loss: 0.0311425 | Time: 2205.35 ms [2021-11-29 00:53:58 main:574] : INFO : Epoch 1650 | loss: 0.0311196 | val_loss: 0.0311421 | Time: 2208.7 ms [2021-11-29 00:54:00 main:574] : INFO : Epoch 1651 | loss: 0.0311195 | val_loss: 0.0311431 | Time: 2205.44 ms [2021-11-29 00:54:03 main:574] : INFO : Epoch 1652 | loss: 0.0311194 | val_loss: 0.0311426 | Time: 2209.55 ms [2021-11-29 00:54:05 main:574] : INFO : Epoch 1653 | loss: 0.0311185 | val_loss: 0.0311439 | Time: 2226.07 ms [2021-11-29 00:54:07 main:574] : INFO : Epoch 1654 | loss: 0.0311198 | val_loss: 0.0311414 | Time: 2218.43 ms [2021-11-29 00:54:09 main:574] : INFO : Epoch 1655 | loss: 0.0311188 | val_loss: 0.0311394 | Time: 2233.2 ms [2021-11-29 00:54:12 main:574] : INFO : Epoch 1656 | loss: 0.0311213 | val_loss: 0.0311432 | Time: 2213.56 ms [2021-11-29 00:54:14 main:574] : INFO : Epoch 1657 | loss: 0.0311211 | val_loss: 0.0311463 | Time: 2225.92 ms [2021-11-29 00:54:16 main:574] : INFO : Epoch 1658 | loss: 0.0311224 | val_loss: 0.0311456 | Time: 2203.42 ms [2021-11-29 00:54:18 main:574] : INFO : Epoch 1659 | loss: 0.0311191 | val_loss: 0.0311473 | Time: 2197.29 ms [2021-11-29 00:54:20 main:574] : INFO : Epoch 1660 | loss: 0.0311211 | val_loss: 0.0311429 | Time: 2205.6 ms [2021-11-29 00:54:23 main:574] : INFO : Epoch 1661 | loss: 0.0311186 | val_loss: 0.0311402 | Time: 2215.22 ms [2021-11-29 00:54:25 main:574] : INFO : Epoch 1662 | loss: 0.0311208 | val_loss: 0.0311398 | Time: 2207.78 ms [2021-11-29 00:54:27 main:574] : INFO : Epoch 1663 | loss: 0.0311216 | val_loss: 0.0311418 | Time: 2207.65 ms [2021-11-29 00:54:29 main:574] : INFO : Epoch 1664 | loss: 0.03112 | val_loss: 0.0311465 | Time: 2242.63 ms [2021-11-29 00:54:32 main:574] : INFO : Epoch 1665 | loss: 0.0311215 | val_loss: 0.0311469 | Time: 2212.12 ms [2021-11-29 00:54:34 main:574] : INFO : Epoch 1666 | loss: 0.0311185 | val_loss: 0.0311457 | Time: 2225.12 ms [2021-11-29 00:54:36 main:574] : INFO : Epoch 1667 | loss: 0.0311179 | val_loss: 0.031143 | Time: 2229.76 ms [2021-11-29 00:54:38 main:574] : INFO : Epoch 1668 | loss: 0.0311159 | val_loss: 0.031145 | Time: 2221.89 ms [2021-11-29 00:54:40 main:574] : INFO : Epoch 1669 | loss: 0.0311208 | val_loss: 0.0311434 | Time: 2233.53 ms [2021-11-29 00:54:43 main:574] : INFO : Epoch 1670 | loss: 0.0311258 | val_loss: 0.0311479 | Time: 2195.51 ms [2021-11-29 00:54:45 main:574] : INFO : Epoch 1671 | loss: 0.0311297 | val_loss: 0.0311481 | Time: 2180.13 ms [2021-11-29 00:54:47 main:574] : INFO : Epoch 1672 | loss: 0.0311276 | val_loss: 0.0311389 | Time: 2211.08 ms [2021-11-29 00:54:49 main:574] : INFO : Epoch 1673 | loss: 0.031123 | val_loss: 0.0311402 | Time: 2213.85 ms [2021-11-29 00:54:51 main:574] : INFO : Epoch 1674 | loss: 0.0311222 | val_loss: 0.03114 | Time: 2227.04 ms [2021-11-29 00:54:54 main:574] : INFO : Epoch 1675 | loss: 0.0311188 | val_loss: 0.0311403 | Time: 2241.33 ms [2021-11-29 00:54:56 main:574] : INFO : Epoch 1676 | loss: 0.0311165 | val_loss: 0.0311413 | Time: 2234.21 ms [2021-11-29 00:54:58 main:574] : INFO : Epoch 1677 | loss: 0.0311173 | val_loss: 0.0311426 | Time: 2207.37 ms [2021-11-29 00:55:00 main:574] : INFO : Epoch 1678 | loss: 0.0311197 | val_loss: 0.0311426 | Time: 2211.69 ms [2021-11-29 00:55:03 main:574] : INFO : Epoch 1679 | loss: 0.0311201 | val_loss: 0.0311392 | Time: 2225.14 ms [2021-11-29 00:55:05 main:574] : INFO : Epoch 1680 | loss: 0.0311198 | val_loss: 0.03114 | Time: 2214.16 ms [2021-11-29 00:55:07 main:574] : INFO : Epoch 1681 | loss: 0.0311241 | val_loss: 0.0311408 | Time: 2207.82 ms [2021-11-29 00:55:09 main:574] : INFO : Epoch 1682 | loss: 0.0311212 | val_loss: 0.0311427 | Time: 2213.03 ms [2021-11-29 00:55:12 main:574] : INFO : Epoch 1683 | loss: 0.0311232 | val_loss: 0.0311426 | Time: 2223.73 ms [2021-11-29 00:55:14 main:574] : INFO : Epoch 1684 | loss: 0.0311237 | val_loss: 0.0311477 | Time: 2239.85 ms [2021-11-29 00:55:16 main:574] : INFO : Epoch 1685 | loss: 0.0311258 | val_loss: 0.0311442 | Time: 2237.7 ms [2021-11-29 00:55:18 main:574] : INFO : Epoch 1686 | loss: 0.0311217 | val_loss: 0.0311439 | Time: 2225.99 ms [2021-11-29 00:55:20 main:574] : INFO : Epoch 1687 | loss: 0.0311243 | val_loss: 0.0311447 | Time: 2218.6 ms [2021-11-29 00:55:23 main:574] : INFO : Epoch 1688 | loss: 0.0311256 | val_loss: 0.0311453 | Time: 2209.77 ms [2021-11-29 00:55:25 main:574] : INFO : Epoch 1689 | loss: 0.0311258 | val_loss: 0.0311472 | Time: 2193.48 ms [2021-11-29 00:55:27 main:574] : INFO : Epoch 1690 | loss: 0.0311302 | val_loss: 0.0311472 | Time: 2216.13 ms [2021-11-29 00:55:29 main:574] : INFO : Epoch 1691 | loss: 0.0311322 | val_loss: 0.0311443 | Time: 2225.25 ms [2021-11-29 00:55:32 main:574] : INFO : Epoch 1692 | loss: 0.031131 | val_loss: 0.031151 | Time: 2208.23 ms [2021-11-29 00:55:34 main:574] : INFO : Epoch 1693 | loss: 0.0311294 | val_loss: 0.0311481 | Time: 2232.16 ms [2021-11-29 00:55:36 main:574] : INFO : Epoch 1694 | loss: 0.0311288 | val_loss: 0.0311459 | Time: 2228.74 ms [2021-11-29 00:55:38 main:574] : INFO : Epoch 1695 | loss: 0.0311256 | val_loss: 0.0311408 | Time: 2210.42 ms [2021-11-29 00:55:40 main:574] : INFO : Epoch 1696 | loss: 0.031124 | val_loss: 0.0311427 | Time: 2231.87 ms [2021-11-29 00:55:43 main:574] : INFO : Epoch 1697 | loss: 0.0311233 | val_loss: 0.0311431 | Time: 2205.43 ms [2021-11-29 00:55:45 main:574] : INFO : Epoch 1698 | loss: 0.031127 | val_loss: 0.0311461 | Time: 2199.83 ms [2021-11-29 00:55:47 main:574] : INFO : Epoch 1699 | loss: 0.0311293 | val_loss: 0.031148 | Time: 2244.44 ms [2021-11-29 00:55:49 main:574] : INFO : Epoch 1700 | loss: 0.0311278 | val_loss: 0.0311427 | Time: 2220.49 ms [2021-11-29 00:55:52 main:574] : INFO : Epoch 1701 | loss: 0.0311243 | val_loss: 0.031142 | Time: 2227.51 ms [2021-11-29 00:55:54 main:574] : INFO : Epoch 1702 | loss: 0.0311249 | val_loss: 0.0311394 | Time: 2219.15 ms [2021-11-29 00:55:56 main:574] : INFO : Epoch 1703 | loss: 0.0311262 | val_loss: 0.0311434 | Time: 2212.46 ms [2021-11-29 00:55:58 main:574] : INFO : Epoch 1704 | loss: 0.0311259 | val_loss: 0.0311409 | Time: 2218.22 ms [2021-11-29 00:56:00 main:574] : INFO : Epoch 1705 | loss: 0.031123 | val_loss: 0.0311422 | Time: 2221.62 ms [2021-11-29 00:56:03 main:574] : INFO : Epoch 1706 | loss: 0.0311233 | val_loss: 0.031139 | Time: 2221.56 ms [2021-11-29 00:56:05 main:574] : INFO : Epoch 1707 | loss: 0.0311248 | val_loss: 0.0311405 | Time: 2203.83 ms [2021-11-29 00:56:07 main:574] : INFO : Epoch 1708 | loss: 0.0311227 | val_loss: 0.0311398 | Time: 2224.05 ms [2021-11-29 00:56:09 main:574] : INFO : Epoch 1709 | loss: 0.0311198 | val_loss: 0.0311426 | Time: 2232.78 ms [2021-11-29 00:56:12 main:574] : INFO : Epoch 1710 | loss: 0.0311219 | val_loss: 0.0311422 | Time: 2254.56 ms [2021-11-29 00:56:14 main:574] : INFO : Epoch 1711 | loss: 0.0311191 | val_loss: 0.0311427 | Time: 2221.77 ms [2021-11-29 00:56:16 main:574] : INFO : Epoch 1712 | loss: 0.0311179 | val_loss: 0.0311425 | Time: 2217.58 ms [2021-11-29 00:56:18 main:574] : INFO : Epoch 1713 | loss: 0.0311226 | val_loss: 0.031143 | Time: 2204.18 ms [2021-11-29 00:56:20 main:574] : INFO : Epoch 1714 | loss: 0.03112 | val_loss: 0.0311436 | Time: 2183.54 ms [2021-11-29 00:56:23 main:574] : INFO : Epoch 1715 | loss: 0.0311211 | val_loss: 0.0311439 | Time: 2185.38 ms [2021-11-29 00:56:25 main:574] : INFO : Epoch 1716 | loss: 0.0311267 | val_loss: 0.0311472 | Time: 2236.38 ms [2021-11-29 00:56:27 main:574] : INFO : Epoch 1717 | loss: 0.0311258 | val_loss: 0.0311456 | Time: 2226.98 ms [2021-11-29 00:56:29 main:574] : INFO : Epoch 1718 | loss: 0.0311236 | val_loss: 0.031143 | Time: 2219.02 ms [2021-11-29 00:56:32 main:574] : INFO : Epoch 1719 | loss: 0.0311221 | val_loss: 0.0311444 | Time: 2236.8 ms [2021-11-29 00:56:34 main:574] : INFO : Epoch 1720 | loss: 0.0311213 | val_loss: 0.0311464 | Time: 2227.13 ms [2021-11-29 00:56:36 main:574] : INFO : Epoch 1721 | loss: 0.0311205 | val_loss: 0.0311435 | Time: 2201.59 ms [2021-11-29 00:56:38 main:574] : INFO : Epoch 1722 | loss: 0.0311201 | val_loss: 0.0311407 | Time: 2223.13 ms [2021-11-29 00:56:40 main:574] : INFO : Epoch 1723 | loss: 0.0311189 | val_loss: 0.0311416 | Time: 2219.41 ms [2021-11-29 00:56:43 main:574] : INFO : Epoch 1724 | loss: 0.031118 | val_loss: 0.0311423 | Time: 2199.69 ms [2021-11-29 00:56:45 main:574] : INFO : Epoch 1725 | loss: 0.0311192 | val_loss: 0.0311433 | Time: 2197.71 ms [2021-11-29 00:56:47 main:574] : INFO : Epoch 1726 | loss: 0.0311173 | val_loss: 0.0311416 | Time: 2204.36 ms [2021-11-29 00:56:49 main:574] : INFO : Epoch 1727 | loss: 0.0311203 | val_loss: 0.0311451 | Time: 2216.85 ms [2021-11-29 00:56:51 main:574] : INFO : Epoch 1728 | loss: 0.0311277 | val_loss: 0.0311423 | Time: 2231.61 ms [2021-11-29 00:56:54 main:574] : INFO : Epoch 1729 | loss: 0.0311249 | val_loss: 0.0311413 | Time: 2216.45 ms [2021-11-29 00:56:56 main:574] : INFO : Epoch 1730 | loss: 0.0311238 | val_loss: 0.0311454 | Time: 2227.9 ms [2021-11-29 00:56:58 main:574] : INFO : Epoch 1731 | loss: 0.031124 | val_loss: 0.0311407 | Time: 2228.65 ms [2021-11-29 00:57:00 main:574] : INFO : Epoch 1732 | loss: 0.0311211 | val_loss: 0.0311387 | Time: 2171.96 ms [2021-11-29 00:57:03 main:574] : INFO : Epoch 1733 | loss: 0.0311209 | val_loss: 0.0311354 | Time: 2235.26 ms [2021-11-29 00:57:05 main:574] : INFO : Epoch 1734 | loss: 0.0311197 | val_loss: 0.031142 | Time: 2232.35 ms [2021-11-29 00:57:07 main:574] : INFO : Epoch 1735 | loss: 0.0311204 | val_loss: 0.0311438 | Time: 2203.71 ms [2021-11-29 00:57:09 main:574] : INFO : Epoch 1736 | loss: 0.0311209 | val_loss: 0.0311442 | Time: 2206.46 ms [2021-11-29 00:57:11 main:574] : INFO : Epoch 1737 | loss: 0.0311238 | val_loss: 0.0311435 | Time: 2226.72 ms [2021-11-29 00:57:14 main:574] : INFO : Epoch 1738 | loss: 0.0311218 | val_loss: 0.0311409 | Time: 2199.26 ms [2021-11-29 00:57:16 main:574] : INFO : Epoch 1739 | loss: 0.031121 | val_loss: 0.0311422 | Time: 2208.71 ms [2021-11-29 00:57:18 main:574] : INFO : Epoch 1740 | loss: 0.0311243 | val_loss: 0.0311438 | Time: 2233.59 ms [2021-11-29 00:57:20 main:574] : INFO : Epoch 1741 | loss: 0.0311243 | val_loss: 0.0311458 | Time: 2209.83 ms [2021-11-29 00:57:23 main:574] : INFO : Epoch 1742 | loss: 0.0311227 | val_loss: 0.0311463 | Time: 2203.44 ms [2021-11-29 00:57:25 main:574] : INFO : Epoch 1743 | loss: 0.0311206 | val_loss: 0.0311422 | Time: 2204.17 ms [2021-11-29 00:57:27 main:574] : INFO : Epoch 1744 | loss: 0.0311208 | val_loss: 0.0311415 | Time: 2196.72 ms [2021-11-29 00:57:29 main:574] : INFO : Epoch 1745 | loss: 0.0311206 | val_loss: 0.0311457 | Time: 2233.98 ms [2021-11-29 00:57:31 main:574] : INFO : Epoch 1746 | loss: 0.0311202 | val_loss: 0.0311407 | Time: 2227.25 ms [2021-11-29 00:57:34 main:574] : INFO : Epoch 1747 | loss: 0.0311179 | val_loss: 0.0311395 | Time: 2221.39 ms [2021-11-29 00:57:36 main:574] : INFO : Epoch 1748 | loss: 0.0311178 | val_loss: 0.0311457 | Time: 2210.47 ms [2021-11-29 00:57:38 main:574] : INFO : Epoch 1749 | loss: 0.0311193 | val_loss: 0.0311463 | Time: 2217.35 ms [2021-11-29 00:57:40 main:574] : INFO : Epoch 1750 | loss: 0.0311192 | val_loss: 0.0311483 | Time: 2190.99 ms [2021-11-29 00:57:42 main:574] : INFO : Epoch 1751 | loss: 0.0311177 | val_loss: 0.0311433 | Time: 2230.29 ms [2021-11-29 00:57:45 main:574] : INFO : Epoch 1752 | loss: 0.0311159 | val_loss: 0.0311421 | Time: 2198.77 ms [2021-11-29 00:57:47 main:574] : INFO : Epoch 1753 | loss: 0.0311156 | val_loss: 0.0311443 | Time: 2227.03 ms [2021-11-29 00:57:49 main:574] : INFO : Epoch 1754 | loss: 0.0311177 | val_loss: 0.0311463 | Time: 2208.34 ms [2021-11-29 00:57:51 main:574] : INFO : Epoch 1755 | loss: 0.0311163 | val_loss: 0.0311445 | Time: 2205.24 ms [2021-11-29 00:57:54 main:574] : INFO : Epoch 1756 | loss: 0.0311213 | val_loss: 0.0311422 | Time: 2217.61 ms [2021-11-29 00:57:56 main:574] : INFO : Epoch 1757 | loss: 0.0311182 | val_loss: 0.0311423 | Time: 2211.24 ms [2021-11-29 00:57:58 main:574] : INFO : Epoch 1758 | loss: 0.0311162 | val_loss: 0.0311408 | Time: 2222.72 ms [2021-11-29 00:58:00 main:574] : INFO : Epoch 1759 | loss: 0.0311157 | val_loss: 0.0311412 | Time: 2224.69 ms [2021-11-29 00:58:02 main:574] : INFO : Epoch 1760 | loss: 0.0311179 | val_loss: 0.0311389 | Time: 2212.48 ms [2021-11-29 00:58:05 main:574] : INFO : Epoch 1761 | loss: 0.0311195 | val_loss: 0.031142 | Time: 2225.91 ms [2021-11-29 00:58:07 main:574] : INFO : Epoch 1762 | loss: 0.031121 | val_loss: 0.0311413 | Time: 2229.34 ms [2021-11-29 00:58:09 main:574] : INFO : Epoch 1763 | loss: 0.0311184 | val_loss: 0.0311448 | Time: 2212.57 ms [2021-11-29 00:58:11 main:574] : INFO : Epoch 1764 | loss: 0.0311163 | val_loss: 0.0311438 | Time: 2179.46 ms [2021-11-29 00:58:14 main:574] : INFO : Epoch 1765 | loss: 0.0311161 | val_loss: 0.0311421 | Time: 2194.34 ms [2021-11-29 00:58:16 main:574] : INFO : Epoch 1766 | loss: 0.031115 | val_loss: 0.031143 | Time: 2217.96 ms [2021-11-29 00:58:18 main:574] : INFO : Epoch 1767 | loss: 0.0311179 | val_loss: 0.0311502 | Time: 2214.25 ms [2021-11-29 00:58:20 main:574] : INFO : Epoch 1768 | loss: 0.0311186 | val_loss: 0.031146 | Time: 2197.62 ms [2021-11-29 00:58:22 main:574] : INFO : Epoch 1769 | loss: 0.0311193 | val_loss: 0.0311473 | Time: 2216.43 ms [2021-11-29 00:58:25 main:574] : INFO : Epoch 1770 | loss: 0.0311177 | val_loss: 0.0311515 | Time: 2228.95 ms [2021-11-29 00:58:27 main:574] : INFO : Epoch 1771 | loss: 0.0311181 | val_loss: 0.0311408 | Time: 2201.06 ms [2021-11-29 00:58:29 main:574] : INFO : Epoch 1772 | loss: 0.0311175 | val_loss: 0.0311562 | Time: 2253.81 ms [2021-11-29 00:58:31 main:574] : INFO : Epoch 1773 | loss: 0.0311179 | val_loss: 0.0311416 | Time: 2201.57 ms [2021-11-29 00:58:33 main:574] : INFO : Epoch 1774 | loss: 0.0311165 | val_loss: 0.0311426 | Time: 2192.19 ms [2021-11-29 00:58:36 main:574] : INFO : Epoch 1775 | loss: 0.0311167 | val_loss: 0.0311487 | Time: 2187.55 ms [2021-11-29 00:58:38 main:574] : INFO : Epoch 1776 | loss: 0.031115 | val_loss: 0.0311444 | Time: 2225.2 ms [2021-11-29 00:58:40 main:574] : INFO : Epoch 1777 | loss: 0.0311158 | val_loss: 0.0311434 | Time: 2195.24 ms [2021-11-29 00:58:42 main:574] : INFO : Epoch 1778 | loss: 0.0311166 | val_loss: 0.0311451 | Time: 2223.93 ms [2021-11-29 00:58:45 main:574] : INFO : Epoch 1779 | loss: 0.031119 | val_loss: 0.0311441 | Time: 2219.34 ms [2021-11-29 00:58:47 main:574] : INFO : Epoch 1780 | loss: 0.0311194 | val_loss: 0.0311424 | Time: 2219.46 ms [2021-11-29 00:58:49 main:574] : INFO : Epoch 1781 | loss: 0.0311189 | val_loss: 0.0311461 | Time: 2233.99 ms [2021-11-29 00:58:51 main:574] : INFO : Epoch 1782 | loss: 0.0311203 | val_loss: 0.0311407 | Time: 2242.64 ms [2021-11-29 00:58:53 main:574] : INFO : Epoch 1783 | loss: 0.0311264 | val_loss: 0.0311482 | Time: 2210.38 ms [2021-11-29 00:58:56 main:574] : INFO : Epoch 1784 | loss: 0.0311329 | val_loss: 0.0311419 | Time: 2215.5 ms [2021-11-29 00:58:58 main:574] : INFO : Epoch 1785 | loss: 0.0311307 | val_loss: 0.0311428 | Time: 2195.29 ms [2021-11-29 00:59:00 main:574] : INFO : Epoch 1786 | loss: 0.0311249 | val_loss: 0.0311395 | Time: 2209.81 ms [2021-11-29 00:59:02 main:574] : INFO : Epoch 1787 | loss: 0.0311231 | val_loss: 0.0311425 | Time: 2212.93 ms [2021-11-29 00:59:05 main:574] : INFO : Epoch 1788 | loss: 0.0311227 | val_loss: 0.0311416 | Time: 2246.36 ms [2021-11-29 00:59:07 main:574] : INFO : Epoch 1789 | loss: 0.0311217 | val_loss: 0.0311416 | Time: 2216.85 ms [2021-11-29 00:59:09 main:574] : INFO : Epoch 1790 | loss: 0.0311198 | val_loss: 0.0311379 | Time: 2216.08 ms [2021-11-29 00:59:11 main:574] : INFO : Epoch 1791 | loss: 0.0311206 | val_loss: 0.0311388 | Time: 2199.11 ms [2021-11-29 00:59:13 main:574] : INFO : Epoch 1792 | loss: 0.0311172 | val_loss: 0.0311407 | Time: 2187.24 ms [2021-11-29 00:59:16 main:574] : INFO : Epoch 1793 | loss: 0.0311163 | val_loss: 0.0311398 | Time: 2230.3 ms [2021-11-29 00:59:18 main:574] : INFO : Epoch 1794 | loss: 0.031116 | val_loss: 0.0311381 | Time: 2179.36 ms [2021-11-29 00:59:20 main:574] : INFO : Epoch 1795 | loss: 0.0311186 | val_loss: 0.0311394 | Time: 2183.44 ms [2021-11-29 00:59:22 main:574] : INFO : Epoch 1796 | loss: 0.0311184 | val_loss: 0.031137 | Time: 2221.07 ms [2021-11-29 00:59:24 main:574] : INFO : Epoch 1797 | loss: 0.0311204 | val_loss: 0.0311362 | Time: 2213.63 ms [2021-11-29 00:59:27 main:574] : INFO : Epoch 1798 | loss: 0.0311213 | val_loss: 0.0311369 | Time: 2222.85 ms [2021-11-29 00:59:29 main:574] : INFO : Epoch 1799 | loss: 0.0311182 | val_loss: 0.0311383 | Time: 2220.4 ms [2021-11-29 00:59:31 main:574] : INFO : Epoch 1800 | loss: 0.031115 | val_loss: 0.0311394 | Time: 2222.24 ms [2021-11-29 00:59:33 main:574] : INFO : Epoch 1801 | loss: 0.0311141 | val_loss: 0.0311374 | Time: 2207.06 ms [2021-11-29 00:59:36 main:574] : INFO : Epoch 1802 | loss: 0.0311136 | val_loss: 0.0311407 | Time: 2222.64 ms [2021-11-29 00:59:38 main:574] : INFO : Epoch 1803 | loss: 0.031114 | val_loss: 0.0311381 | Time: 2231.96 ms [2021-11-29 00:59:40 main:574] : INFO : Epoch 1804 | loss: 0.0311151 | val_loss: 0.031139 | Time: 2216.37 ms [2021-11-29 00:59:42 main:574] : INFO : Epoch 1805 | loss: 0.0311169 | val_loss: 0.0311409 | Time: 2207.28 ms [2021-11-29 00:59:44 main:574] : INFO : Epoch 1806 | loss: 0.0311209 | val_loss: 0.0311433 | Time: 2221.7 ms [2021-11-29 00:59:47 main:574] : INFO : Epoch 1807 | loss: 0.03112 | val_loss: 0.0311409 | Time: 2211.96 ms [2021-11-29 00:59:49 main:574] : INFO : Epoch 1808 | loss: 0.0311181 | val_loss: 0.0311496 | Time: 2251.42 ms [2021-11-29 00:59:51 main:574] : INFO : Epoch 1809 | loss: 0.0311191 | val_loss: 0.0311465 | Time: 2217.1 ms [2021-11-29 00:59:53 main:574] : INFO : Epoch 1810 | loss: 0.0311172 | val_loss: 0.0311412 | Time: 2210.15 ms [2021-11-29 00:59:56 main:574] : INFO : Epoch 1811 | loss: 0.0311158 | val_loss: 0.0311403 | Time: 2205.31 ms [2021-11-29 00:59:58 main:574] : INFO : Epoch 1812 | loss: 0.0311188 | val_loss: 0.0311403 | Time: 2222.71 ms [2021-11-29 01:00:00 main:574] : INFO : Epoch 1813 | loss: 0.0311192 | val_loss: 0.0311424 | Time: 2194.72 ms [2021-11-29 01:00:02 main:574] : INFO : Epoch 1814 | loss: 0.0311188 | val_loss: 0.0311423 | Time: 2245.71 ms [2021-11-29 01:00:04 main:574] : INFO : Epoch 1815 | loss: 0.0311242 | val_loss: 0.0311402 | Time: 2206.05 ms [2021-11-29 01:00:07 main:574] : INFO : Epoch 1816 | loss: 0.0311238 | val_loss: 0.0311388 | Time: 2234.7 ms [2021-11-29 01:00:09 main:574] : INFO : Epoch 1817 | loss: 0.0311235 | val_loss: 0.0311433 | Time: 2209.57 ms [2021-11-29 01:00:11 main:574] : INFO : Epoch 1818 | loss: 0.0311215 | val_loss: 0.03114 | Time: 2196.04 ms [2021-11-29 01:00:13 main:574] : INFO : Epoch 1819 | loss: 0.0311199 | val_loss: 0.0311392 | Time: 2211.2 ms [2021-11-29 01:00:16 main:574] : INFO : Epoch 1820 | loss: 0.0311192 | val_loss: 0.0311402 | Time: 2216.76 ms [2021-11-29 01:00:18 main:574] : INFO : Epoch 1821 | loss: 0.031119 | val_loss: 0.0311384 | Time: 2206.97 ms [2021-11-29 01:00:20 main:574] : INFO : Epoch 1822 | loss: 0.0311185 | val_loss: 0.0311413 | Time: 2181.02 ms [2021-11-29 01:00:22 main:574] : INFO : Epoch 1823 | loss: 0.0311157 | val_loss: 0.0311437 | Time: 2239.31 ms [2021-11-29 01:00:24 main:574] : INFO : Epoch 1824 | loss: 0.0311158 | val_loss: 0.0311413 | Time: 2213.01 ms [2021-11-29 01:00:27 main:574] : INFO : Epoch 1825 | loss: 0.0311149 | val_loss: 0.0311398 | Time: 2208.33 ms [2021-11-29 01:00:29 main:574] : INFO : Epoch 1826 | loss: 0.0311139 | val_loss: 0.0311429 | Time: 2269.48 ms [2021-11-29 01:00:31 main:574] : INFO : Epoch 1827 | loss: 0.031115 | val_loss: 0.031141 | Time: 2225.54 ms [2021-11-29 01:00:33 main:574] : INFO : Epoch 1828 | loss: 0.0311146 | val_loss: 0.031142 | Time: 2213.26 ms [2021-11-29 01:00:36 main:574] : INFO : Epoch 1829 | loss: 0.0311136 | val_loss: 0.031142 | Time: 2231.55 ms [2021-11-29 01:00:38 main:574] : INFO : Epoch 1830 | loss: 0.0311128 | val_loss: 0.0311429 | Time: 2208.19 ms [2021-11-29 01:00:40 main:574] : INFO : Epoch 1831 | loss: 0.0311119 | val_loss: 0.0311518 | Time: 2225.16 ms [2021-11-29 01:00:42 main:574] : INFO : Epoch 1832 | loss: 0.0311114 | val_loss: 0.0311422 | Time: 2223.69 ms [2021-11-29 01:00:44 main:574] : INFO : Epoch 1833 | loss: 0.0311105 | val_loss: 0.0311438 | Time: 2248.94 ms [2021-11-29 01:00:47 main:574] : INFO : Epoch 1834 | loss: 0.0311108 | val_loss: 0.0311445 | Time: 2224.49 ms [2021-11-29 01:00:49 main:574] : INFO : Epoch 1835 | loss: 0.0311095 | val_loss: 0.0311427 | Time: 2205.46 ms [2021-11-29 01:00:51 main:574] : INFO : Epoch 1836 | loss: 0.0311109 | val_loss: 0.0311435 | Time: 2227.6 ms [2021-11-29 01:00:53 main:574] : INFO : Epoch 1837 | loss: 0.0311096 | val_loss: 0.0311376 | Time: 2212.25 ms [2021-11-29 01:00:56 main:574] : INFO : Epoch 1838 | loss: 0.0311095 | val_loss: 0.0311461 | Time: 2217.59 ms [2021-11-29 01:00:58 main:574] : INFO : Epoch 1839 | loss: 0.0311095 | val_loss: 0.0311446 | Time: 2223.93 ms [2021-11-29 01:01:00 main:574] : INFO : Epoch 1840 | loss: 0.031115 | val_loss: 0.0311481 | Time: 2206.89 ms [2021-11-29 01:01:02 main:574] : INFO : Epoch 1841 | loss: 0.0311156 | val_loss: 0.0311439 | Time: 2220.34 ms [2021-11-29 01:01:04 main:574] : INFO : Epoch 1842 | loss: 0.0311121 | val_loss: 0.0311435 | Time: 2221.78 ms [2021-11-29 01:01:07 main:574] : INFO : Epoch 1843 | loss: 0.0311103 | val_loss: 0.0311443 | Time: 2234.27 ms [2021-11-29 01:01:09 main:574] : INFO : Epoch 1844 | loss: 0.0311091 | val_loss: 0.0311436 | Time: 2211.4 ms [2021-11-29 01:01:11 main:574] : INFO : Epoch 1845 | loss: 0.0311093 | val_loss: 0.0311429 | Time: 2200.84 ms [2021-11-29 01:01:13 main:574] : INFO : Epoch 1846 | loss: 0.0311088 | val_loss: 0.0311439 | Time: 2198.24 ms [2021-11-29 01:01:16 main:574] : INFO : Epoch 1847 | loss: 0.0311088 | val_loss: 0.031141 | Time: 2229.03 ms [2021-11-29 01:01:18 main:574] : INFO : Epoch 1848 | loss: 0.0311076 | val_loss: 0.0311463 | Time: 2230.83 ms [2021-11-29 01:01:20 main:574] : INFO : Epoch 1849 | loss: 0.031112 | val_loss: 0.0311425 | Time: 2223.48 ms [2021-11-29 01:01:22 main:574] : INFO : Epoch 1850 | loss: 0.0311201 | val_loss: 0.0311439 | Time: 2177.93 ms [2021-11-29 01:01:24 main:574] : INFO : Epoch 1851 | loss: 0.0311175 | val_loss: 0.031146 | Time: 2204 ms [2021-11-29 01:01:27 main:574] : INFO : Epoch 1852 | loss: 0.0311163 | val_loss: 0.0311489 | Time: 2195.74 ms [2021-11-29 01:01:29 main:574] : INFO : Epoch 1853 | loss: 0.0311163 | val_loss: 0.0311491 | Time: 2225.44 ms [2021-11-29 01:01:31 main:574] : INFO : Epoch 1854 | loss: 0.0311153 | val_loss: 0.0311468 | Time: 2206.8 ms [2021-11-29 01:01:33 main:574] : INFO : Epoch 1855 | loss: 0.0311131 | val_loss: 0.0311428 | Time: 2186.84 ms [2021-11-29 01:01:35 main:574] : INFO : Epoch 1856 | loss: 0.0311149 | val_loss: 0.0311449 | Time: 2224.75 ms [2021-11-29 01:01:38 main:574] : INFO : Epoch 1857 | loss: 0.0311158 | val_loss: 0.0311426 | Time: 2198.59 ms [2021-11-29 01:01:40 main:574] : INFO : Epoch 1858 | loss: 0.0311136 | val_loss: 0.0311386 | Time: 2209.79 ms [2021-11-29 01:01:42 main:574] : INFO : Epoch 1859 | loss: 0.0311136 | val_loss: 0.03114 | Time: 2207.59 ms [2021-11-29 01:01:44 main:574] : INFO : Epoch 1860 | loss: 0.0311133 | val_loss: 0.0311409 | Time: 2207.66 ms [2021-11-29 01:01:46 main:574] : INFO : Epoch 1861 | loss: 0.0311116 | val_loss: 0.0311419 | Time: 2212.42 ms [2021-11-29 01:01:49 main:574] : INFO : Epoch 1862 | loss: 0.0311135 | val_loss: 0.0311407 | Time: 2229.8 ms [2021-11-29 01:01:51 main:574] : INFO : Epoch 1863 | loss: 0.031114 | val_loss: 0.0311458 | Time: 2189.17 ms [2021-11-29 01:01:53 main:574] : INFO : Epoch 1864 | loss: 0.0311111 | val_loss: 0.031144 | Time: 2217.34 ms [2021-11-29 01:01:55 main:574] : INFO : Epoch 1865 | loss: 0.0311115 | val_loss: 0.0311426 | Time: 2225.41 ms [2021-11-29 01:01:58 main:574] : INFO : Epoch 1866 | loss: 0.0311142 | val_loss: 0.0311466 | Time: 2227.52 ms [2021-11-29 01:02:00 main:574] : INFO : Epoch 1867 | loss: 0.0311149 | val_loss: 0.0311446 | Time: 2197.68 ms [2021-11-29 01:02:02 main:574] : INFO : Epoch 1868 | loss: 0.0311137 | val_loss: 0.0311423 | Time: 2214.5 ms [2021-11-29 01:02:04 main:574] : INFO : Epoch 1869 | loss: 0.0311109 | val_loss: 0.0311436 | Time: 2214.7 ms [2021-11-29 01:02:06 main:574] : INFO : Epoch 1870 | loss: 0.0311099 | val_loss: 0.0311433 | Time: 2200.74 ms [2021-11-29 01:02:09 main:574] : INFO : Epoch 1871 | loss: 0.0311117 | val_loss: 0.0311489 | Time: 2215.65 ms [2021-11-29 01:02:11 main:574] : INFO : Epoch 1872 | loss: 0.0311124 | val_loss: 0.0311544 | Time: 2195.52 ms [2021-11-29 01:02:13 main:574] : INFO : Epoch 1873 | loss: 0.0311093 | val_loss: 0.0311478 | Time: 2245.24 ms [2021-11-29 01:02:15 main:574] : INFO : Epoch 1874 | loss: 0.0311105 | val_loss: 0.0311429 | Time: 2210 ms [2021-11-29 01:02:18 main:574] : INFO : Epoch 1875 | loss: 0.0311078 | val_loss: 0.0311472 | Time: 2243.76 ms [2021-11-29 01:02:20 main:574] : INFO : Epoch 1876 | loss: 0.0311078 | val_loss: 0.0311431 | Time: 2202.93 ms [2021-11-29 01:02:22 main:574] : INFO : Epoch 1877 | loss: 0.0311079 | val_loss: 0.0311423 | Time: 2218.06 ms [2021-11-29 01:02:24 main:574] : INFO : Epoch 1878 | loss: 0.031107 | val_loss: 0.0311494 | Time: 2223.64 ms [2021-11-29 01:02:26 main:574] : INFO : Epoch 1879 | loss: 0.0311098 | val_loss: 0.0311487 | Time: 2220.43 ms [2021-11-29 01:02:29 main:574] : INFO : Epoch 1880 | loss: 0.0311097 | val_loss: 0.0311485 | Time: 2204.95 ms [2021-11-29 01:02:31 main:574] : INFO : Epoch 1881 | loss: 0.0311123 | val_loss: 0.0311488 | Time: 2212.05 ms [2021-11-29 01:02:33 main:574] : INFO : Epoch 1882 | loss: 0.0311119 | val_loss: 0.0311425 | Time: 2218 ms [2021-11-29 01:02:35 main:574] : INFO : Epoch 1883 | loss: 0.0311134 | val_loss: 0.0311657 | Time: 2231.35 ms [2021-11-29 01:02:37 main:574] : INFO : Epoch 1884 | loss: 0.0325055 | val_loss: 0.0313482 | Time: 2197.09 ms [2021-11-29 01:02:40 main:574] : INFO : Epoch 1885 | loss: 0.0425022 | val_loss: 0.0317581 | Time: 2232.7 ms [2021-11-29 01:02:42 main:574] : INFO : Epoch 1886 | loss: 0.0318077 | val_loss: 0.0313782 | Time: 2217.67 ms [2021-11-29 01:02:44 main:574] : INFO : Epoch 1887 | loss: 0.031284 | val_loss: 0.0312363 | Time: 2237.54 ms [2021-11-29 01:02:46 main:574] : INFO : Epoch 1888 | loss: 0.031192 | val_loss: 0.0311815 | Time: 2206.74 ms [2021-11-29 01:02:49 main:574] : INFO : Epoch 1889 | loss: 0.0311704 | val_loss: 0.0311635 | Time: 2202.98 ms [2021-11-29 01:02:51 main:574] : INFO : Epoch 1890 | loss: 0.0311601 | val_loss: 0.0311551 | Time: 2265.27 ms [2021-11-29 01:02:53 main:574] : INFO : Epoch 1891 | loss: 0.0311564 | val_loss: 0.03116 | Time: 2212.32 ms [2021-11-29 01:02:55 main:574] : INFO : Epoch 1892 | loss: 0.0311546 | val_loss: 0.0311537 | Time: 2234.04 ms [2021-11-29 01:02:58 main:574] : INFO : Epoch 1893 | loss: 0.0311521 | val_loss: 0.031156 | Time: 2216.67 ms [2021-11-29 01:03:00 main:574] : INFO : Epoch 1894 | loss: 0.0311516 | val_loss: 0.0311502 | Time: 2190.54 ms [2021-11-29 01:03:02 main:574] : INFO : Epoch 1895 | loss: 0.0311478 | val_loss: 0.0311497 | Time: 2223.91 ms [2021-11-29 01:03:04 main:574] : INFO : Epoch 1896 | loss: 0.0311467 | val_loss: 0.031148 | Time: 2239.1 ms [2021-11-29 01:03:06 main:574] : INFO : Epoch 1897 | loss: 0.0311444 | val_loss: 0.0311513 | Time: 2216.38 ms [2021-11-29 01:03:09 main:574] : INFO : Epoch 1898 | loss: 0.0311414 | val_loss: 0.0311502 | Time: 2222.88 ms [2021-11-29 01:03:11 main:574] : INFO : Epoch 1899 | loss: 0.0311407 | val_loss: 0.0311489 | Time: 2208.56 ms [2021-11-29 01:03:13 main:574] : INFO : Epoch 1900 | loss: 0.0311403 | val_loss: 0.0311464 | Time: 2228.63 ms [2021-11-29 01:03:15 main:574] : INFO : Epoch 1901 | loss: 0.0311392 | val_loss: 0.0311485 | Time: 2204.7 ms [2021-11-29 01:03:18 main:574] : INFO : Epoch 1902 | loss: 0.0311394 | val_loss: 0.0311473 | Time: 2216.61 ms [2021-11-29 01:03:20 main:574] : INFO : Epoch 1903 | loss: 0.0311406 | val_loss: 0.0311476 | Time: 2234.91 ms [2021-11-29 01:03:22 main:574] : INFO : Epoch 1904 | loss: 0.0311429 | val_loss: 0.031147 | Time: 2229.16 ms [2021-11-29 01:03:24 main:574] : INFO : Epoch 1905 | loss: 0.0311379 | val_loss: 0.031146 | Time: 2188.5 ms [2021-11-29 01:03:26 main:574] : INFO : Epoch 1906 | loss: 0.0311367 | val_loss: 0.0311478 | Time: 2236.8 ms [2021-11-29 01:03:29 main:574] : INFO : Epoch 1907 | loss: 0.031137 | val_loss: 0.0311498 | Time: 2204.87 ms [2021-11-29 01:03:31 main:574] : INFO : Epoch 1908 | loss: 0.0311354 | val_loss: 0.0311455 | Time: 2224.24 ms [2021-11-29 01:03:33 main:574] : INFO : Epoch 1909 | loss: 0.0311332 | val_loss: 0.0311427 | Time: 2189.24 ms [2021-11-29 01:03:35 main:574] : INFO : Epoch 1910 | loss: 0.0311342 | val_loss: 0.0311439 | Time: 2222.81 ms [2021-11-29 01:03:37 main:574] : INFO : Epoch 1911 | loss: 0.0311366 | val_loss: 0.0311438 | Time: 2210.43 ms [2021-11-29 01:03:40 main:574] : INFO : Epoch 1912 | loss: 0.0311348 | val_loss: 0.0311442 | Time: 2211.52 ms [2021-11-29 01:03:42 main:574] : INFO : Epoch 1913 | loss: 0.0311349 | val_loss: 0.0311444 | Time: 2192.97 ms [2021-11-29 01:03:44 main:574] : INFO : Epoch 1914 | loss: 0.0311334 | val_loss: 0.0311506 | Time: 2210.54 ms [2021-11-29 01:03:46 main:574] : INFO : Epoch 1915 | loss: 0.0311331 | val_loss: 0.0311446 | Time: 2212.34 ms [2021-11-29 01:03:49 main:574] : INFO : Epoch 1916 | loss: 0.0311269 | val_loss: 0.0311474 | Time: 2201.88 ms [2021-11-29 01:03:51 main:574] : INFO : Epoch 1917 | loss: 0.0311241 | val_loss: 0.0311465 | Time: 2231.05 ms [2021-11-29 01:03:53 main:574] : INFO : Epoch 1918 | loss: 0.0311233 | val_loss: 0.031148 | Time: 2197.02 ms [2021-11-29 01:03:55 main:574] : INFO : Epoch 1919 | loss: 0.0311246 | val_loss: 0.0311426 | Time: 2193.49 ms [2021-11-29 01:03:57 main:574] : INFO : Epoch 1920 | loss: 0.0311245 | val_loss: 0.0311414 | Time: 2197.77 ms [2021-11-29 01:04:00 main:574] : INFO : Epoch 1921 | loss: 0.0311225 | val_loss: 0.0311431 | Time: 2203.64 ms [2021-11-29 01:04:02 main:574] : INFO : Epoch 1922 | loss: 0.0311218 | val_loss: 0.0311445 | Time: 2212.18 ms [2021-11-29 01:04:04 main:574] : INFO : Epoch 1923 | loss: 0.0311207 | val_loss: 0.031144 | Time: 2201.08 ms [2021-11-29 01:04:06 main:574] : INFO : Epoch 1924 | loss: 0.0311209 | val_loss: 0.0311413 | Time: 2196.47 ms [2021-11-29 01:04:08 main:574] : INFO : Epoch 1925 | loss: 0.031119 | val_loss: 0.0311412 | Time: 2193.01 ms [2021-11-29 01:04:11 main:574] : INFO : Epoch 1926 | loss: 0.0311201 | val_loss: 0.0311492 | Time: 2212.6 ms [2021-11-29 01:04:13 main:574] : INFO : Epoch 1927 | loss: 0.0311182 | val_loss: 0.0311423 | Time: 2224.07 ms [2021-11-29 01:04:15 main:574] : INFO : Epoch 1928 | loss: 0.0311169 | val_loss: 0.0311428 | Time: 2214.57 ms [2021-11-29 01:04:17 main:574] : INFO : Epoch 1929 | loss: 0.0311155 | val_loss: 0.0311415 | Time: 2181.95 ms [2021-11-29 01:04:19 main:574] : INFO : Epoch 1930 | loss: 0.0311145 | val_loss: 0.0311436 | Time: 2188.66 ms [2021-11-29 01:04:22 main:574] : INFO : Epoch 1931 | loss: 0.0311139 | val_loss: 0.0311438 | Time: 2212.42 ms [2021-11-29 01:04:24 main:574] : INFO : Epoch 1932 | loss: 0.0311141 | val_loss: 0.0311431 | Time: 2219.04 ms [2021-11-29 01:04:26 main:574] : INFO : Epoch 1933 | loss: 0.0311141 | val_loss: 0.0311413 | Time: 2223 ms [2021-11-29 01:04:28 main:574] : INFO : Epoch 1934 | loss: 0.0311129 | val_loss: 0.0311442 | Time: 2238.21 ms [2021-11-29 01:04:31 main:574] : INFO : Epoch 1935 | loss: 0.0311125 | val_loss: 0.0311427 | Time: 2197.74 ms [2021-11-29 01:04:33 main:574] : INFO : Epoch 1936 | loss: 0.0311142 | val_loss: 0.0311411 | Time: 2219.7 ms [2021-11-29 01:04:35 main:574] : INFO : Epoch 1937 | loss: 0.0311138 | val_loss: 0.0311456 | Time: 2213.16 ms [2021-11-29 01:04:37 main:574] : INFO : Epoch 1938 | loss: 0.0311128 | val_loss: 0.0311464 | Time: 2232.99 ms [2021-11-29 01:04:39 main:574] : INFO : Epoch 1939 | loss: 0.0311123 | val_loss: 0.0311479 | Time: 2213.69 ms [2021-11-29 01:04:42 main:574] : INFO : Epoch 1940 | loss: 0.0311121 | val_loss: 0.0311469 | Time: 2187.22 ms [2021-11-29 01:04:44 main:574] : INFO : Epoch 1941 | loss: 0.0311143 | val_loss: 0.0311441 | Time: 2216.86 ms [2021-11-29 01:04:46 main:574] : INFO : Epoch 1942 | loss: 0.0311185 | val_loss: 0.0311422 | Time: 2197.65 ms [2021-11-29 01:04:48 main:574] : INFO : Epoch 1943 | loss: 0.03112 | val_loss: 0.0311497 | Time: 2210.73 ms [2021-11-29 01:04:50 main:574] : INFO : Epoch 1944 | loss: 0.0311189 | val_loss: 0.0311495 | Time: 2220.29 ms [2021-11-29 01:04:53 main:574] : INFO : Epoch 1945 | loss: 0.0311163 | val_loss: 0.0311463 | Time: 2200.18 ms [2021-11-29 01:04:55 main:574] : INFO : Epoch 1946 | loss: 0.0311184 | val_loss: 0.0311462 | Time: 2235.79 ms [2021-11-29 01:04:57 main:574] : INFO : Epoch 1947 | loss: 0.0311194 | val_loss: 0.0311462 | Time: 2215.84 ms [2021-11-29 01:04:59 main:574] : INFO : Epoch 1948 | loss: 0.0311174 | val_loss: 0.0311458 | Time: 2212.19 ms [2021-11-29 01:05:02 main:574] : INFO : Epoch 1949 | loss: 0.0311145 | val_loss: 0.0311458 | Time: 2204.63 ms [2021-11-29 01:05:04 main:574] : INFO : Epoch 1950 | loss: 0.0311145 | val_loss: 0.0311463 | Time: 2221.63 ms [2021-11-29 01:05:06 main:574] : INFO : Epoch 1951 | loss: 0.031115 | val_loss: 0.0311461 | Time: 2213.55 ms [2021-11-29 01:05:08 main:574] : INFO : Epoch 1952 | loss: 0.0311135 | val_loss: 0.0311417 | Time: 2192.07 ms [2021-11-29 01:05:10 main:574] : INFO : Epoch 1953 | loss: 0.0311155 | val_loss: 0.0311406 | Time: 2209.98 ms [2021-11-29 01:05:13 main:574] : INFO : Epoch 1954 | loss: 0.0311136 | val_loss: 0.0311473 | Time: 2199.8 ms [2021-11-29 01:05:15 main:574] : INFO : Epoch 1955 | loss: 0.0311156 | val_loss: 0.0311456 | Time: 2233 ms [2021-11-29 01:05:17 main:574] : INFO : Epoch 1956 | loss: 0.0311119 | val_loss: 0.0311482 | Time: 2185.33 ms [2021-11-29 01:05:19 main:574] : INFO : Epoch 1957 | loss: 0.0311129 | val_loss: 0.0311476 | Time: 2213.85 ms [2021-11-29 01:05:21 main:574] : INFO : Epoch 1958 | loss: 0.0311113 | val_loss: 0.0311473 | Time: 2233.87 ms [2021-11-29 01:05:24 main:574] : INFO : Epoch 1959 | loss: 0.031113 | val_loss: 0.0311473 | Time: 2246.37 ms [2021-11-29 01:05:26 main:574] : INFO : Epoch 1960 | loss: 0.0311139 | val_loss: 0.0311451 | Time: 2195.24 ms [2021-11-29 01:05:28 main:574] : INFO : Epoch 1961 | loss: 0.0311131 | val_loss: 0.0311456 | Time: 2218.88 ms [2021-11-29 01:05:30 main:574] : INFO : Epoch 1962 | loss: 0.0311141 | val_loss: 0.0311477 | Time: 2201.02 ms [2021-11-29 01:05:33 main:574] : INFO : Epoch 1963 | loss: 0.0311251 | val_loss: 0.0311513 | Time: 2193.4 ms [2021-11-29 01:05:35 main:574] : INFO : Epoch 1964 | loss: 0.031123 | val_loss: 0.0311485 | Time: 2259.96 ms [2021-11-29 01:05:37 main:574] : INFO : Epoch 1965 | loss: 0.0311233 | val_loss: 0.0311535 | Time: 2197.58 ms [2021-11-29 01:05:39 main:574] : INFO : Epoch 1966 | loss: 0.0311319 | val_loss: 0.0311523 | Time: 2212.94 ms [2021-11-29 01:05:41 main:574] : INFO : Epoch 1967 | loss: 0.0311393 | val_loss: 0.0311534 | Time: 2227.14 ms [2021-11-29 01:05:44 main:574] : INFO : Epoch 1968 | loss: 0.0311444 | val_loss: 0.0311588 | Time: 2203.24 ms [2021-11-29 01:05:46 main:574] : INFO : Epoch 1969 | loss: 0.031141 | val_loss: 0.0311485 | Time: 2197 ms [2021-11-29 01:05:48 main:574] : INFO : Epoch 1970 | loss: 0.0311364 | val_loss: 0.0311516 | Time: 2170.12 ms [2021-11-29 01:05:50 main:574] : INFO : Epoch 1971 | loss: 0.0311325 | val_loss: 0.0311473 | Time: 2236.81 ms [2021-11-29 01:05:53 main:574] : INFO : Epoch 1972 | loss: 0.0311297 | val_loss: 0.0311465 | Time: 2203.7 ms [2021-11-29 01:05:55 main:574] : INFO : Epoch 1973 | loss: 0.0311307 | val_loss: 0.0311436 | Time: 2224.43 ms [2021-11-29 01:05:57 main:574] : INFO : Epoch 1974 | loss: 0.0311262 | val_loss: 0.031146 | Time: 2218.13 ms [2021-11-29 01:05:59 main:574] : INFO : Epoch 1975 | loss: 0.031129 | val_loss: 0.0311463 | Time: 2223.12 ms [2021-11-29 01:06:01 main:574] : INFO : Epoch 1976 | loss: 0.0311263 | val_loss: 0.0311459 | Time: 2180.68 ms [2021-11-29 01:06:04 main:574] : INFO : Epoch 1977 | loss: 0.0311235 | val_loss: 0.0311462 | Time: 2190.84 ms [2021-11-29 01:06:06 main:574] : INFO : Epoch 1978 | loss: 0.0311219 | val_loss: 0.0311504 | Time: 2203.66 ms [2021-11-29 01:06:08 main:574] : INFO : Epoch 1979 | loss: 0.0311229 | val_loss: 0.0311494 | Time: 2219.75 ms [2021-11-29 01:06:10 main:574] : INFO : Epoch 1980 | loss: 0.0311305 | val_loss: 0.0311518 | Time: 2227.84 ms [2021-11-29 01:06:12 main:574] : INFO : Epoch 1981 | loss: 0.0311292 | val_loss: 0.0311494 | Time: 2203.51 ms [2021-11-29 01:06:15 main:574] : INFO : Epoch 1982 | loss: 0.0311243 | val_loss: 0.0311463 | Time: 2222.31 ms [2021-11-29 01:06:17 main:574] : INFO : Epoch 1983 | loss: 0.0311211 | val_loss: 0.0311459 | Time: 2206.83 ms [2021-11-29 01:06:19 main:574] : INFO : Epoch 1984 | loss: 0.0311192 | val_loss: 0.0311494 | Time: 2236.43 ms [2021-11-29 01:06:21 main:574] : INFO : Epoch 1985 | loss: 0.0311183 | val_loss: 0.0311478 | Time: 2202.69 ms [2021-11-29 01:06:24 main:574] : INFO : Epoch 1986 | loss: 0.0311187 | val_loss: 0.0311456 | Time: 2229.35 ms [2021-11-29 01:06:26 main:574] : INFO : Epoch 1987 | loss: 0.0311172 | val_loss: 0.0311477 | Time: 2207.58 ms [2021-11-29 01:06:28 main:574] : INFO : Epoch 1988 | loss: 0.0311171 | val_loss: 0.0311488 | Time: 2224.09 ms [2021-11-29 01:06:30 main:574] : INFO : Epoch 1989 | loss: 0.0311177 | val_loss: 0.0311479 | Time: 2221.22 ms [2021-11-29 01:06:32 main:574] : INFO : Epoch 1990 | loss: 0.0311187 | val_loss: 0.0311433 | Time: 2205.67 ms [2021-11-29 01:06:35 main:574] : INFO : Epoch 1991 | loss: 0.0311188 | val_loss: 0.0311455 | Time: 2219.92 ms [2021-11-29 01:06:37 main:574] : INFO : Epoch 1992 | loss: 0.0311206 | val_loss: 0.0311431 | Time: 2203.82 ms [2021-11-29 01:06:39 main:574] : INFO : Epoch 1993 | loss: 0.0311217 | val_loss: 0.0311429 | Time: 2214.66 ms [2021-11-29 01:06:41 main:574] : INFO : Epoch 1994 | loss: 0.0311208 | val_loss: 0.0311449 | Time: 2232.19 ms [2021-11-29 01:06:44 main:574] : INFO : Epoch 1995 | loss: 0.0311199 | val_loss: 0.0311459 | Time: 2225.67 ms [2021-11-29 01:06:46 main:574] : INFO : Epoch 1996 | loss: 0.0311172 | val_loss: 0.0311477 | Time: 2243.16 ms [2021-11-29 01:06:48 main:574] : INFO : Epoch 1997 | loss: 0.0311147 | val_loss: 0.0311462 | Time: 2209.55 ms [2021-11-29 01:06:50 main:574] : INFO : Epoch 1998 | loss: 0.0311166 | val_loss: 0.0311512 | Time: 2231.94 ms [2021-11-29 01:06:52 main:574] : INFO : Epoch 1999 | loss: 0.0311164 | val_loss: 0.0311532 | Time: 2230.88 ms [2021-11-29 01:06:55 main:574] : INFO : Epoch 2000 | loss: 0.0311163 | val_loss: 0.0311556 | Time: 2212.04 ms [2021-11-29 01:06:57 main:574] : INFO : Epoch 2001 | loss: 0.0311128 | val_loss: 0.0311477 | Time: 2204.89 ms [2021-11-29 01:06:59 main:574] : INFO : Epoch 2002 | loss: 0.0311115 | val_loss: 0.0311469 | Time: 2213.45 ms [2021-11-29 01:07:02 main:574] : INFO : Epoch 2003 | loss: 0.0311108 | val_loss: 0.031148 | Time: 2787.23 ms [2021-11-29 01:07:04 main:574] : INFO : Epoch 2004 | loss: 0.0311099 | val_loss: 0.0311462 | Time: 2215.76 ms [2021-11-29 01:07:06 main:574] : INFO : Epoch 2005 | loss: 0.0311115 | val_loss: 0.0311489 | Time: 2209.21 ms [2021-11-29 01:07:09 main:574] : INFO : Epoch 2006 | loss: 0.0311128 | val_loss: 0.0311464 | Time: 2220.65 ms [2021-11-29 01:07:11 main:574] : INFO : Epoch 2007 | loss: 0.0311128 | val_loss: 0.0311501 | Time: 2237.02 ms [2021-11-29 01:07:13 main:574] : INFO : Epoch 2008 | loss: 0.03112 | val_loss: 0.0311481 | Time: 2223.59 ms [2021-11-29 01:07:15 main:574] : INFO : Epoch 2009 | loss: 0.0311201 | val_loss: 0.0311501 | Time: 2190.39 ms [2021-11-29 01:07:17 main:574] : INFO : Epoch 2010 | loss: 0.0311173 | val_loss: 0.031149 | Time: 2233.01 ms [2021-11-29 01:07:20 main:574] : INFO : Epoch 2011 | loss: 0.0311168 | val_loss: 0.031143 | Time: 2179.68 ms [2021-11-29 01:07:22 main:574] : INFO : Epoch 2012 | loss: 0.0311138 | val_loss: 0.0311435 | Time: 2201.62 ms [2021-11-29 01:07:24 main:574] : INFO : Epoch 2013 | loss: 0.0311129 | val_loss: 0.0311466 | Time: 2194.67 ms [2021-11-29 01:07:26 main:574] : INFO : Epoch 2014 | loss: 0.0311126 | val_loss: 0.0311527 | Time: 2228.81 ms [2021-11-29 01:07:29 main:574] : INFO : Epoch 2015 | loss: 0.0311138 | val_loss: 0.0311481 | Time: 2212.67 ms [2021-11-29 01:07:31 main:574] : INFO : Epoch 2016 | loss: 0.0311128 | val_loss: 0.0311452 | Time: 2229.88 ms [2021-11-29 01:07:33 main:574] : INFO : Epoch 2017 | loss: 0.0311206 | val_loss: 0.0311526 | Time: 2223.23 ms [2021-11-29 01:07:35 main:574] : INFO : Epoch 2018 | loss: 0.031134 | val_loss: 0.0311563 | Time: 2211.17 ms [2021-11-29 01:07:37 main:574] : INFO : Epoch 2019 | loss: 0.0311292 | val_loss: 0.0311468 | Time: 2203.09 ms [2021-11-29 01:07:40 main:574] : INFO : Epoch 2020 | loss: 0.0311246 | val_loss: 0.0311469 | Time: 2212.5 ms [2021-11-29 01:07:42 main:574] : INFO : Epoch 2021 | loss: 0.0311256 | val_loss: 0.0311508 | Time: 2211.49 ms [2021-11-29 01:07:44 main:574] : INFO : Epoch 2022 | loss: 0.0311254 | val_loss: 0.0311484 | Time: 2217.26 ms [2021-11-29 01:07:46 main:574] : INFO : Epoch 2023 | loss: 0.0311218 | val_loss: 0.0311478 | Time: 2213.15 ms [2021-11-29 01:07:49 main:574] : INFO : Epoch 2024 | loss: 0.0311195 | val_loss: 0.0311434 | Time: 2228.41 ms [2021-11-29 01:07:51 main:574] : INFO : Epoch 2025 | loss: 0.03112 | val_loss: 0.0311446 | Time: 2206.92 ms [2021-11-29 01:07:53 main:574] : INFO : Epoch 2026 | loss: 0.0311197 | val_loss: 0.0311447 | Time: 2218.2 ms [2021-11-29 01:07:55 main:574] : INFO : Epoch 2027 | loss: 0.031117 | val_loss: 0.031144 | Time: 2185.79 ms [2021-11-29 01:07:57 main:574] : INFO : Epoch 2028 | loss: 0.0311177 | val_loss: 0.0311437 | Time: 2188.43 ms [2021-11-29 01:08:00 main:574] : INFO : Epoch 2029 | loss: 0.0311267 | val_loss: 0.0311475 | Time: 2206.54 ms [2021-11-29 01:08:02 main:574] : INFO : Epoch 2030 | loss: 0.0311216 | val_loss: 0.0311477 | Time: 2222.01 ms [2021-11-29 01:08:04 main:574] : INFO : Epoch 2031 | loss: 0.0311207 | val_loss: 0.0311473 | Time: 2185.06 ms [2021-11-29 01:08:06 main:574] : INFO : Epoch 2032 | loss: 0.031118 | val_loss: 0.0311463 | Time: 2241.22 ms [2021-11-29 01:08:08 main:574] : INFO : Epoch 2033 | loss: 0.0311197 | val_loss: 0.0311439 | Time: 2186.93 ms [2021-11-29 01:08:11 main:574] : INFO : Epoch 2034 | loss: 0.0311174 | val_loss: 0.0311459 | Time: 2211.34 ms [2021-11-29 01:08:13 main:574] : INFO : Epoch 2035 | loss: 0.0311165 | val_loss: 0.0311461 | Time: 2205.63 ms [2021-11-29 01:08:15 main:574] : INFO : Epoch 2036 | loss: 0.0311163 | val_loss: 0.0311447 | Time: 2231.51 ms [2021-11-29 01:08:17 main:574] : INFO : Epoch 2037 | loss: 0.0311142 | val_loss: 0.031144 | Time: 2214.74 ms [2021-11-29 01:08:20 main:574] : INFO : Epoch 2038 | loss: 0.031114 | val_loss: 0.0311472 | Time: 2221.82 ms [2021-11-29 01:08:22 main:574] : INFO : Epoch 2039 | loss: 0.0311163 | val_loss: 0.0311474 | Time: 2200.57 ms [2021-11-29 01:08:24 main:574] : INFO : Epoch 2040 | loss: 0.0311176 | val_loss: 0.0311456 | Time: 2208.18 ms [2021-11-29 01:08:26 main:574] : INFO : Epoch 2041 | loss: 0.0311173 | val_loss: 0.0311509 | Time: 2198.77 ms [2021-11-29 01:08:28 main:574] : INFO : Epoch 2042 | loss: 0.0311167 | val_loss: 0.0311482 | Time: 2215.12 ms [2021-11-29 01:08:31 main:574] : INFO : Epoch 2043 | loss: 0.0311173 | val_loss: 0.0311453 | Time: 2237.66 ms [2021-11-29 01:08:33 main:574] : INFO : Epoch 2044 | loss: 0.0311158 | val_loss: 0.031143 | Time: 2211.02 ms [2021-11-29 01:08:35 main:574] : INFO : Epoch 2045 | loss: 0.0311169 | val_loss: 0.0311475 | Time: 2235.15 ms [2021-11-29 01:08:37 main:574] : INFO : Epoch 2046 | loss: 0.0311152 | val_loss: 0.031145 | Time: 2195.22 ms [2021-11-29 01:08:40 main:574] : INFO : Epoch 2047 | loss: 0.0311143 | val_loss: 0.0311498 | Time: 2216.08 ms [2021-11-29 01:08:42 main:574] : INFO : Epoch 2048 | loss: 0.031117 | val_loss: 0.0311452 | Time: 2218.67 ms [2021-11-29 01:08:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311452 [2021-11-29 01:08:42 main:603] : INFO : Saving end state to config to file [2021-11-29 01:08:42 main:608] : INFO : Success, exiting.. 01:08:42 (8872): 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)