Task 14622116
| Name | ParityModified-1647043642-2218-3-0_1 |
| Workunit | 11328107 |
| Created | 15 Apr 2022, 23:47:24 UTC |
| Sent | 15 Apr 2022, 23:47:38 UTC |
| Report deadline | 23 Apr 2022, 23:47:38 UTC |
| Received | 16 Apr 2022, 1:18:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 45 min 8 sec |
| CPU time | 42 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311297 | val_loss: 0.0311552 | Time: 1237.53 ms
[2022-04-15 18:06:52 main:574] : INFO : Epoch 1543 | loss: 0.0311287 | val_loss: 0.0311572 | Time: 1226.81 ms
[2022-04-15 18:06:53 main:574] : INFO : Epoch 1544 | loss: 0.0311287 | val_loss: 0.0311548 | Time: 1236.07 ms
[2022-04-15 18:06:54 main:574] : INFO : Epoch 1545 | loss: 0.0311278 | val_loss: 0.0311509 | Time: 1232.56 ms
[2022-04-15 18:06:56 main:574] : INFO : Epoch 1546 | loss: 0.0311283 | val_loss: 0.0311573 | Time: 1231.15 ms
[2022-04-15 18:06:57 main:574] : INFO : Epoch 1547 | loss: 0.0311274 | val_loss: 0.0311524 | Time: 1235.14 ms
[2022-04-15 18:06:58 main:574] : INFO : Epoch 1548 | loss: 0.0311267 | val_loss: 0.0311515 | Time: 1255.96 ms
[2022-04-15 18:06:59 main:574] : INFO : Epoch 1549 | loss: 0.0311264 | val_loss: 0.0311512 | Time: 1147.83 ms
[2022-04-15 18:07:01 main:574] : INFO : Epoch 1550 | loss: 0.0311286 | val_loss: 0.0311541 | Time: 1231.7 ms
[2022-04-15 18:07:02 main:574] : INFO : Epoch 1551 | loss: 0.0311298 | val_loss: 0.0311508 | Time: 1230.11 ms
[2022-04-15 18:07:03 main:574] : INFO : Epoch 1552 | loss: 0.0311276 | val_loss: 0.0311543 | Time: 1249.12 ms
[2022-04-15 18:07:05 main:574] : INFO : Epoch 1553 | loss: 0.0311342 | val_loss: 0.0311589 | Time: 1236.24 ms
[2022-04-15 18:07:06 main:574] : INFO : Epoch 1554 | loss: 0.0311328 | val_loss: 0.0311558 | Time: 1237.12 ms
[2022-04-15 18:07:07 main:574] : INFO : Epoch 1555 | loss: 0.0311303 | val_loss: 0.0311557 | Time: 1235.31 ms
[2022-04-15 18:07:09 main:574] : INFO : Epoch 1556 | loss: 0.0311315 | val_loss: 0.0311533 | Time: 1248.53 ms
[2022-04-15 18:07:10 main:574] : INFO : Epoch 1557 | loss: 0.0311306 | val_loss: 0.0311537 | Time: 1241.4 ms
[2022-04-15 18:07:11 main:574] : INFO : Epoch 1558 | loss: 0.0311304 | val_loss: 0.0311581 | Time: 1239.65 ms
[2022-04-15 18:07:13 main:574] : INFO : Epoch 1559 | loss: 0.0311352 | val_loss: 0.0311615 | Time: 1227.21 ms
[2022-04-15 18:07:14 main:574] : INFO : Epoch 1560 | loss: 0.031137 | val_loss: 0.0311643 | Time: 1242.41 ms
[2022-04-15 18:07:15 main:574] : INFO : Epoch 1561 | loss: 0.0311343 | val_loss: 0.0311553 | Time: 1236.56 ms
[2022-04-15 18:07:17 main:574] : INFO : Epoch 1562 | loss: 0.0311319 | val_loss: 0.0311612 | Time: 1233.33 ms
[2022-04-15 18:07:18 main:574] : INFO : Epoch 1563 | loss: 0.0311303 | val_loss: 0.0311557 | Time: 1240.02 ms
[2022-04-15 18:07:19 main:574] : INFO : Epoch 1564 | loss: 0.031129 | val_loss: 0.0311556 | Time: 1238.68 ms
[2022-04-15 18:07:21 main:574] : INFO : Epoch 1565 | loss: 0.0311292 | val_loss: 0.0311518 | Time: 1239.29 ms
[2022-04-15 18:07:22 main:574] : INFO : Epoch 1566 | loss: 0.031128 | val_loss: 0.0311578 | Time: 1244.69 ms
[2022-04-15 18:07:23 main:574] : INFO : Epoch 1567 | loss: 0.0311298 | val_loss: 0.0311562 | Time: 1238.99 ms
[2022-04-15 18:07:25 main:574] : INFO : Epoch 1568 | loss: 0.0311292 | val_loss: 0.031159 | Time: 1248.01 ms
[2022-04-15 18:07:26 main:574] : INFO : Epoch 1569 | loss: 0.0311289 | val_loss: 0.031157 | Time: 1241.56 ms
[2022-04-15 18:07:27 main:574] : INFO : Epoch 1570 | loss: 0.0311288 | val_loss: 0.0311543 | Time: 1237.72 ms
[2022-04-15 18:07:28 main:574] : INFO : Epoch 1571 | loss: 0.0311263 | val_loss: 0.0311559 | Time: 1235.82 ms
[2022-04-15 18:07:30 main:574] : INFO : Epoch 1572 | loss: 0.0311261 | val_loss: 0.0311642 | Time: 1148.11 ms
[2022-04-15 18:07:31 main:574] : INFO : Epoch 1573 | loss: 0.031126 | val_loss: 0.0311597 | Time: 1229.99 ms
[2022-04-15 18:07:32 main:574] : INFO : Epoch 1574 | loss: 0.0311265 | val_loss: 0.0311578 | Time: 1232.31 ms
[2022-04-15 18:07:34 main:574] : INFO : Epoch 1575 | loss: 0.0311351 | val_loss: 0.0311523 | Time: 1249.66 ms
[2022-04-15 18:07:35 main:574] : INFO : Epoch 1576 | loss: 0.0311321 | val_loss: 0.0311539 | Time: 1236.34 ms
[2022-04-15 18:07:36 main:574] : INFO : Epoch 1577 | loss: 0.0311307 | val_loss: 0.0311586 | Time: 1237.72 ms
[2022-04-15 18:07:38 main:574] : INFO : Epoch 1578 | loss: 0.0311308 | val_loss: 0.0311541 | Time: 1237.01 ms
[2022-04-15 18:07:39 main:574] : INFO : Epoch 1579 | loss: 0.0311285 | val_loss: 0.0311564 | Time: 1248.99 ms
[2022-04-15 18:07:40 main:574] : INFO : Epoch 1580 | loss: 0.0311313 | val_loss: 0.031156 | Time: 1230.26 ms
[2022-04-15 18:07:42 main:574] : INFO : Epoch 1581 | loss: 0.0311386 | val_loss: 0.0311601 | Time: 1233.7 ms
[2022-04-15 18:07:43 main:574] : INFO : Epoch 1582 | loss: 0.0311367 | val_loss: 0.0311555 | Time: 1226.82 ms
[2022-04-15 18:07:44 main:574] : INFO : Epoch 1583 | loss: 0.0311383 | val_loss: 0.0311588 | Time: 1248.77 ms
[2022-04-15 18:07:45 main:574] : INFO : Epoch 1584 | loss: 0.0311363 | val_loss: 0.0311571 | Time: 1238.9 ms
[2022-04-15 18:07:47 main:574] : INFO : Epoch 1585 | loss: 0.0311326 | val_loss: 0.0311604 | Time: 1243.66 ms
[2022-04-15 18:07:48 main:574] : INFO : Epoch 1586 | loss: 0.0311305 | val_loss: 0.03116 | Time: 1232.98 ms
[2022-04-15 18:07:49 main:574] : INFO : Epoch 1587 | loss: 0.031129 | val_loss: 0.0311614 | Time: 1249.71 ms
[2022-04-15 18:07:51 main:574] : INFO : Epoch 1588 | loss: 0.0311315 | val_loss: 0.0311589 | Time: 1241.77 ms
[2022-04-15 18:07:52 main:574] : INFO : Epoch 1589 | loss: 0.0311329 | val_loss: 0.0311594 | Time: 1248.5 ms
[2022-04-15 18:07:53 main:574] : INFO : Epoch 1590 | loss: 0.0311296 | val_loss: 0.0311618 | Time: 1231.2 ms
[2022-04-15 18:07:55 main:574] : INFO : Epoch 1591 | loss: 0.031129 | val_loss: 0.0311563 | Time: 1236.8 ms
[2022-04-15 18:07:56 main:574] : INFO : Epoch 1592 | loss: 0.0311292 | val_loss: 0.0311605 | Time: 1252 ms
[2022-04-15 18:07:57 main:574] : INFO : Epoch 1593 | loss: 0.0311306 | val_loss: 0.0311581 | Time: 1243.11 ms
[2022-04-15 18:07:59 main:574] : INFO : Epoch 1594 | loss: 0.0311398 | val_loss: 0.0311593 | Time: 1240.03 ms
[2022-04-15 18:08:00 main:574] : INFO : Epoch 1595 | loss: 0.031139 | val_loss: 0.0311545 | Time: 1163.43 ms
[2022-04-15 18:08:01 main:574] : INFO : Epoch 1596 | loss: 0.0311366 | val_loss: 0.0311578 | Time: 1223.95 ms
[2022-04-15 18:08:03 main:574] : INFO : Epoch 1597 | loss: 0.0311337 | val_loss: 0.0311542 | Time: 1236.29 ms
[2022-04-15 18:08:04 main:574] : INFO : Epoch 1598 | loss: 0.0311335 | val_loss: 0.0311646 | Time: 1233.04 ms
[2022-04-15 18:08:05 main:574] : INFO : Epoch 1599 | loss: 0.0311328 | val_loss: 0.031155 | Time: 1236.38 ms
[2022-04-15 18:08:07 main:574] : INFO : Epoch 1600 | loss: 0.0311309 | val_loss: 0.0311589 | Time: 1238.15 ms
[2022-04-15 18:08:08 main:574] : INFO : Epoch 1601 | loss: 0.0311288 | val_loss: 0.0311589 | Time: 1238.42 ms
[2022-04-15 18:08:09 main:574] : INFO : Epoch 1602 | loss: 0.0311268 | val_loss: 0.031156 | Time: 1228.23 ms
[2022-04-15 18:08:11 main:574] : INFO : Epoch 1603 | loss: 0.03113 | val_loss: 0.0311554 | Time: 1249.3 ms
[2022-04-15 18:08:12 main:574] : INFO : Epoch 1604 | loss: 0.0311304 | val_loss: 0.0311531 | Time: 1231.78 ms
[2022-04-15 18:08:13 main:574] : INFO : Epoch 1605 | loss: 0.0311301 | val_loss: 0.0311527 | Time: 1240.16 ms
[2022-04-15 18:08:14 main:574] : INFO : Epoch 1606 | loss: 0.0311308 | val_loss: 0.0311519 | Time: 1231.97 ms
[2022-04-15 18:08:16 main:574] : INFO : Epoch 1607 | loss: 0.0311318 | val_loss: 0.0311566 | Time: 1248.04 ms
[2022-04-15 18:08:17 main:574] : INFO : Epoch 1608 | loss: 0.0311301 | val_loss: 0.0311585 | Time: 1229.19 ms
[2022-04-15 18:08:18 main:574] : INFO : Epoch 1609 | loss: 0.0311293 | val_loss: 0.0311572 | Time: 1234.65 ms
[2022-04-15 18:08:20 main:574] : INFO : Epoch 1610 | loss: 0.031134 | val_loss: 0.0311582 | Time: 1237.07 ms
[2022-04-15 18:08:21 main:574] : INFO : Epoch 1611 | loss: 0.0311331 | val_loss: 0.0311604 | Time: 1237.46 ms
[2022-04-15 18:08:22 main:574] : INFO : Epoch 1612 | loss: 0.0311332 | val_loss: 0.0311589 | Time: 1254.96 ms
[2022-04-15 18:08:24 main:574] : INFO : Epoch 1613 | loss: 0.0311323 | val_loss: 0.0311593 | Time: 1233.34 ms
[2022-04-15 18:08:25 main:574] : INFO : Epoch 1614 | loss: 0.0311329 | val_loss: 0.03116 | Time: 1237.97 ms
[2022-04-15 18:08:26 main:574] : INFO : Epoch 1615 | loss: 0.0311316 | val_loss: 0.0311603 | Time: 1239.94 ms
[2022-04-15 18:08:28 main:574] : INFO : Epoch 1616 | loss: 0.0311311 | val_loss: 0.0311576 | Time: 1234.47 ms
[2022-04-15 18:08:29 main:574] : INFO : Epoch 1617 | loss: 0.031132 | val_loss: 0.031158 | Time: 1193.82 ms
[2022-04-15 18:08:30 main:574] : INFO : Epoch 1618 | loss: 0.0311313 | val_loss: 0.0311638 | Time: 1185.14 ms
[2022-04-15 18:08:32 main:574] : INFO : Epoch 1619 | loss: 0.0311308 | val_loss: 0.0311572 | Time: 1239.35 ms
[2022-04-15 18:08:33 main:574] : INFO : Epoch 1620 | loss: 0.0311298 | val_loss: 0.0311625 | Time: 1237.62 ms
[2022-04-15 18:08:34 main:574] : INFO : Epoch 1621 | loss: 0.0311334 | val_loss: 0.031155 | Time: 1230.23 ms
[2022-04-15 18:08:35 main:574] : INFO : Epoch 1622 | loss: 0.0311312 | val_loss: 0.0311602 | Time: 1244.15 ms
[2022-04-15 18:08:37 main:574] : INFO : Epoch 1623 | loss: 0.0311301 | val_loss: 0.0311599 | Time: 1242.24 ms
[2022-04-15 18:08:38 main:574] : INFO : Epoch 1624 | loss: 0.0311321 | val_loss: 0.0311554 | Time: 1249.69 ms
[2022-04-15 18:08:39 main:574] : INFO : Epoch 1625 | loss: 0.0311311 | val_loss: 0.0311562 | Time: 1241.22 ms
[2022-04-15 18:08:41 main:574] : INFO : Epoch 1626 | loss: 0.0311318 | val_loss: 0.0311567 | Time: 1245.18 ms
[2022-04-15 18:08:42 main:574] : INFO : Epoch 1627 | loss: 0.0311312 | val_loss: 0.0311538 | Time: 1242.22 ms
[2022-04-15 18:08:43 main:574] : INFO : Epoch 1628 | loss: 0.0311294 | val_loss: 0.0311555 | Time: 1242.16 ms
[2022-04-15 18:08:45 main:574] : INFO : Epoch 1629 | loss: 0.0311286 | val_loss: 0.0311562 | Time: 1236.92 ms
[2022-04-15 18:08:46 main:574] : INFO : Epoch 1630 | loss: 0.0311274 | val_loss: 0.0311607 | Time: 1246.57 ms
[2022-04-15 18:08:47 main:574] : INFO : Epoch 1631 | loss: 0.0311289 | val_loss: 0.0311599 | Time: 1234.19 ms
[2022-04-15 18:08:49 main:574] : INFO : Epoch 1632 | loss: 0.0311276 | val_loss: 0.03116 | Time: 1246.58 ms
[2022-04-15 18:08:50 main:574] : INFO : Epoch 1633 | loss: 0.0311269 | val_loss: 0.0311587 | Time: 1227.56 ms
[2022-04-15 18:08:51 main:574] : INFO : Epoch 1634 | loss: 0.0311292 | val_loss: 0.0311541 | Time: 1248.19 ms
[2022-04-15 18:08:53 main:574] : INFO : Epoch 1635 | loss: 0.0311341 | val_loss: 0.0311634 | Time: 1236.31 ms
[2022-04-15 18:08:54 main:574] : INFO : Epoch 1636 | loss: 0.031129 | val_loss: 0.0311571 | Time: 1233.77 ms
[2022-04-15 18:08:55 main:574] : INFO : Epoch 1637 | loss: 0.0311272 | val_loss: 0.0311573 | Time: 1230.65 ms
[2022-04-15 18:08:57 main:574] : INFO : Epoch 1638 | loss: 0.0311322 | val_loss: 0.0311531 | Time: 1244.99 ms
[2022-04-15 18:08:58 main:574] : INFO : Epoch 1639 | loss: 0.0311359 | val_loss: 0.0311605 | Time: 1232.95 ms
[2022-04-15 18:08:59 main:574] : INFO : Epoch 1640 | loss: 0.0311359 | val_loss: 0.0311574 | Time: 1161.13 ms
[2022-04-15 18:09:00 main:574] : INFO : Epoch 1641 | loss: 0.0311382 | val_loss: 0.031155 | Time: 1208.82 ms
[2022-04-15 18:09:02 main:574] : INFO : Epoch 1642 | loss: 0.0311348 | val_loss: 0.0311537 | Time: 1246.32 ms
[2022-04-15 18:09:03 main:574] : INFO : Epoch 1643 | loss: 0.0311344 | val_loss: 0.0311498 | Time: 1231.02 ms
[2022-04-15 18:09:04 main:574] : INFO : Epoch 1644 | loss: 0.0311357 | val_loss: 0.031153 | Time: 1242.16 ms
[2022-04-15 18:09:06 main:574] : INFO : Epoch 1645 | loss: 0.0311344 | val_loss: 0.0311535 | Time: 1234.67 ms
[2022-04-15 18:09:07 main:574] : INFO : Epoch 1646 | loss: 0.031135 | val_loss: 0.0311578 | Time: 1249.64 ms
[2022-04-15 18:09:08 main:574] : INFO : Epoch 1647 | loss: 0.0311337 | val_loss: 0.0311545 | Time: 1241.23 ms
[2022-04-15 18:09:10 main:574] : INFO : Epoch 1648 | loss: 0.0311327 | val_loss: 0.0311535 | Time: 1238.57 ms
[2022-04-15 18:09:11 main:574] : INFO : Epoch 1649 | loss: 0.0311323 | val_loss: 0.0311531 | Time: 1235 ms
[2022-04-15 18:09:12 main:574] : INFO : Epoch 1650 | loss: 0.0311318 | val_loss: 0.0311557 | Time: 1243.69 ms
[2022-04-15 18:09:14 main:574] : INFO : Epoch 1651 | loss: 0.0311329 | val_loss: 0.0311538 | Time: 1258.77 ms
[2022-04-15 18:09:15 main:574] : INFO : Epoch 1652 | loss: 0.0311308 | val_loss: 0.0311555 | Time: 1232.05 ms
[2022-04-15 18:09:16 main:574] : INFO : Epoch 1653 | loss: 0.0311319 | val_loss: 0.031157 | Time: 1235.23 ms
[2022-04-15 18:09:18 main:574] : INFO : Epoch 1654 | loss: 0.0311294 | val_loss: 0.0311517 | Time: 1237.97 ms
[2022-04-15 18:09:19 main:574] : INFO : Epoch 1655 | loss: 0.0311289 | val_loss: 0.0311531 | Time: 1241.13 ms
[2022-04-15 18:09:20 main:574] : INFO : Epoch 1656 | loss: 0.031128 | val_loss: 0.0311547 | Time: 1231.29 ms
[2022-04-15 18:09:22 main:574] : INFO : Epoch 1657 | loss: 0.0311288 | val_loss: 0.0311553 | Time: 1230.53 ms
[2022-04-15 18:09:23 main:574] : INFO : Epoch 1658 | loss: 0.0311295 | val_loss: 0.0311525 | Time: 1254.97 ms
[2022-04-15 18:09:24 main:574] : INFO : Epoch 1659 | loss: 0.0311292 | val_loss: 0.0311541 | Time: 1248.22 ms
[2022-04-15 18:09:26 main:574] : INFO : Epoch 1660 | loss: 0.0311282 | val_loss: 0.0311543 | Time: 1246.4 ms
[2022-04-15 18:09:27 main:574] : INFO : Epoch 1661 | loss: 0.0311267 | val_loss: 0.0311552 | Time: 1226.78 ms
[2022-04-15 18:09:28 main:574] : INFO : Epoch 1662 | loss: 0.0311301 | val_loss: 0.0311577 | Time: 1233.58 ms
[2022-04-15 18:09:29 main:574] : INFO : Epoch 1663 | loss: 0.0311304 | val_loss: 0.031151 | Time: 1147.31 ms
[2022-04-15 18:09:31 main:574] : INFO : Epoch 1664 | loss: 0.0311291 | val_loss: 0.0311552 | Time: 1221 ms
[2022-04-15 18:09:32 main:574] : INFO : Epoch 1665 | loss: 0.0311331 | val_loss: 0.031155 | Time: 1233.46 ms
[2022-04-15 18:09:33 main:574] : INFO : Epoch 1666 | loss: 0.0311347 | val_loss: 0.0311533 | Time: 1244.17 ms
[2022-04-15 18:09:35 main:574] : INFO : Epoch 1667 | loss: 0.0311349 | val_loss: 0.0311582 | Time: 1236.33 ms
[2022-04-15 18:09:36 main:574] : INFO : Epoch 1668 | loss: 0.0311315 | val_loss: 0.0311548 | Time: 1234.24 ms
[2022-04-15 18:09:37 main:574] : INFO : Epoch 1669 | loss: 0.0311311 | val_loss: 0.0311622 | Time: 1242.81 ms
[2022-04-15 18:09:39 main:574] : INFO : Epoch 1670 | loss: 0.0311309 | val_loss: 0.0311548 | Time: 1241.67 ms
[2022-04-15 18:09:40 main:574] : INFO : Epoch 1671 | loss: 0.0311302 | val_loss: 0.0311532 | Time: 1247.87 ms
[2022-04-15 18:09:41 main:574] : INFO : Epoch 1672 | loss: 0.0311292 | val_loss: 0.031155 | Time: 1236.41 ms
[2022-04-15 18:09:43 main:574] : INFO : Epoch 1673 | loss: 0.0311266 | val_loss: 0.0311559 | Time: 1245.22 ms
[2022-04-15 18:09:44 main:574] : INFO : Epoch 1674 | loss: 0.0311269 | val_loss: 0.0311535 | Time: 1240.68 ms
[2022-04-15 18:09:45 main:574] : INFO : Epoch 1675 | loss: 0.0311291 | val_loss: 0.0311532 | Time: 1249.08 ms
[2022-04-15 18:09:47 main:574] : INFO : Epoch 1676 | loss: 0.0311271 | val_loss: 0.0311545 | Time: 1233.71 ms
[2022-04-15 18:09:48 main:574] : INFO : Epoch 1677 | loss: 0.0311269 | val_loss: 0.0311497 | Time: 1243.72 ms
[2022-04-15 18:09:49 main:574] : INFO : Epoch 1678 | loss: 0.0311242 | val_loss: 0.0311503 | Time: 1241.94 ms
[2022-04-15 18:09:51 main:574] : INFO : Epoch 1679 | loss: 0.0311249 | val_loss: 0.0311557 | Time: 1246.71 ms
[2022-04-15 18:09:52 main:574] : INFO : Epoch 1680 | loss: 0.0311258 | val_loss: 0.0311553 | Time: 1233.14 ms
[2022-04-15 18:09:53 main:574] : INFO : Epoch 1681 | loss: 0.0311265 | val_loss: 0.0311588 | Time: 1241.4 ms
[2022-04-15 18:09:55 main:574] : INFO : Epoch 1682 | loss: 0.0311317 | val_loss: 0.0311572 | Time: 1240.64 ms
[2022-04-15 18:09:56 main:574] : INFO : Epoch 1683 | loss: 0.0311306 | val_loss: 0.0311607 | Time: 1238.22 ms
[2022-04-15 18:09:57 main:574] : INFO : Epoch 1684 | loss: 0.0311305 | val_loss: 0.031156 | Time: 1239.83 ms
[2022-04-15 18:09:58 main:574] : INFO : Epoch 1685 | loss: 0.0311307 | val_loss: 0.0311591 | Time: 1236.69 ms
[2022-04-15 18:10:00 main:574] : INFO : Epoch 1686 | loss: 0.0311298 | val_loss: 0.0311555 | Time: 1145.79 ms
[2022-04-15 18:10:01 main:574] : INFO : Epoch 1687 | loss: 0.0311286 | val_loss: 0.0311595 | Time: 1242.73 ms
[2022-04-15 18:10:02 main:574] : INFO : Epoch 1688 | loss: 0.0311289 | val_loss: 0.0311566 | Time: 1231.24 ms
[2022-04-15 18:10:04 main:574] : INFO : Epoch 1689 | loss: 0.0311281 | val_loss: 0.0311598 | Time: 1232.5 ms
[2022-04-15 18:10:05 main:574] : INFO : Epoch 1690 | loss: 0.0311298 | val_loss: 0.0311599 | Time: 1223.13 ms
[2022-04-15 18:10:06 main:574] : INFO : Epoch 1691 | loss: 0.0311332 | val_loss: 0.0311591 | Time: 1223.19 ms
[2022-04-15 18:10:08 main:574] : INFO : Epoch 1692 | loss: 0.0311265 | val_loss: 0.0311585 | Time: 1230.63 ms
[2022-04-15 18:10:09 main:574] : INFO : Epoch 1693 | loss: 0.0311268 | val_loss: 0.0311592 | Time: 1245.71 ms
[2022-04-15 18:10:10 main:574] : INFO : Epoch 1694 | loss: 0.0311252 | val_loss: 0.031158 | Time: 1245.03 ms
[2022-04-15 18:10:12 main:574] : INFO : Epoch 1695 | loss: 0.0311315 | val_loss: 0.0311666 | Time: 1238.1 ms
[2022-04-15 18:10:13 main:574] : INFO : Epoch 1696 | loss: 0.0311295 | val_loss: 0.0311591 | Time: 1222.21 ms
[2022-04-15 18:10:14 main:574] : INFO : Epoch 1697 | loss: 0.031129 | val_loss: 0.0311595 | Time: 1230.62 ms
[2022-04-15 18:10:16 main:574] : INFO : Epoch 1698 | loss: 0.0311272 | val_loss: 0.0311574 | Time: 1256.55 ms
[2022-04-15 18:10:17 main:574] : INFO : Epoch 1699 | loss: 0.0311274 | val_loss: 0.0311647 | Time: 1238.5 ms
[2022-04-15 18:10:18 main:574] : INFO : Epoch 1700 | loss: 0.0311255 | val_loss: 0.0311563 | Time: 1241.91 ms
[2022-04-15 18:10:19 main:574] : INFO : Epoch 1701 | loss: 0.0311256 | val_loss: 0.0311605 | Time: 1231.84 ms
[2022-04-15 18:10:21 main:574] : INFO : Epoch 1702 | loss: 0.031126 | val_loss: 0.0311605 | Time: 1239.03 ms
[2022-04-15 18:10:22 main:574] : INFO : Epoch 1703 | loss: 0.0311263 | val_loss: 0.0311627 | Time: 1230.37 ms
[2022-04-15 18:10:23 main:574] : INFO : Epoch 1704 | loss: 0.0311267 | val_loss: 0.0311593 | Time: 1231.21 ms
[2022-04-15 18:10:25 main:574] : INFO : Epoch 1705 | loss: 0.031124 | val_loss: 0.0311636 | Time: 1240.08 ms
[2022-04-15 18:10:26 main:574] : INFO : Epoch 1706 | loss: 0.0311247 | val_loss: 0.0311578 | Time: 1248.35 ms
[2022-04-15 18:10:27 main:574] : INFO : Epoch 1707 | loss: 0.0311263 | val_loss: 0.0311582 | Time: 1235.39 ms
[2022-04-15 18:10:29 main:574] : INFO : Epoch 1708 | loss: 0.031132 | val_loss: 0.0311568 | Time: 1226.59 ms
[2022-04-15 18:10:30 main:574] : INFO : Epoch 1709 | loss: 0.0311313 | val_loss: 0.0311595 | Time: 1130.76 ms
[2022-04-15 18:10:31 main:574] : INFO : Epoch 1710 | loss: 0.0311353 | val_loss: 0.0311681 | Time: 1246.99 ms
[2022-04-15 18:10:33 main:574] : INFO : Epoch 1711 | loss: 0.0311375 | val_loss: 0.0311567 | Time: 1234.84 ms
[2022-04-15 18:10:34 main:574] : INFO : Epoch 1712 | loss: 0.0311344 | val_loss: 0.0311651 | Time: 1238.54 ms
[2022-04-15 18:10:35 main:574] : INFO : Epoch 1713 | loss: 0.0311316 | val_loss: 0.0311594 | Time: 1247.05 ms
[2022-04-15 18:10:36 main:574] : INFO : Epoch 1714 | loss: 0.0311309 | val_loss: 0.0311636 | Time: 1253.7 ms
[2022-04-15 18:10:38 main:574] : INFO : Epoch 1715 | loss: 0.031132 | val_loss: 0.0311593 | Time: 1233.67 ms
[2022-04-15 18:10:39 main:574] : INFO : Epoch 1716 | loss: 0.0311311 | val_loss: 0.0311579 | Time: 1223.85 ms
[2022-04-15 18:10:40 main:574] : INFO : Epoch 1717 | loss: 0.0311308 | val_loss: 0.031161 | Time: 1233.63 ms
[2022-04-15 18:10:42 main:574] : INFO : Epoch 1718 | loss: 0.0311271 | val_loss: 0.0311582 | Time: 1239.79 ms
[2022-04-15 18:10:43 main:574] : INFO : Epoch 1719 | loss: 0.0311286 | val_loss: 0.0311591 | Time: 1237.71 ms
[2022-04-15 18:10:44 main:574] : INFO : Epoch 1720 | loss: 0.0311323 | val_loss: 0.0311589 | Time: 1238.29 ms
[2022-04-15 18:10:46 main:574] : INFO : Epoch 1721 | loss: 0.0311336 | val_loss: 0.0311569 | Time: 1244.93 ms
[2022-04-15 18:10:47 main:574] : INFO : Epoch 1722 | loss: 0.0311291 | val_loss: 0.0311614 | Time: 1235.34 ms
[2022-04-15 18:10:48 main:574] : INFO : Epoch 1723 | loss: 0.0311278 | val_loss: 0.0311607 | Time: 1238.33 ms
[2022-04-15 18:10:50 main:574] : INFO : Epoch 1724 | loss: 0.0311282 | val_loss: 0.0311596 | Time: 1237.03 ms
[2022-04-15 18:10:51 main:574] : INFO : Epoch 1725 | loss: 0.0311301 | val_loss: 0.0311629 | Time: 1238.49 ms
[2022-04-15 18:10:52 main:574] : INFO : Epoch 1726 | loss: 0.0311467 | val_loss: 0.0311644 | Time: 1243.38 ms
[2022-04-15 18:10:54 main:574] : INFO : Epoch 1727 | loss: 0.0311497 | val_loss: 0.0311616 | Time: 1237.39 ms
[2022-04-15 18:10:55 main:574] : INFO : Epoch 1728 | loss: 0.0311512 | val_loss: 0.0311603 | Time: 1240.38 ms
[2022-04-15 18:10:56 main:574] : INFO : Epoch 1729 | loss: 0.031147 | val_loss: 0.0311567 | Time: 1231.37 ms
[2022-04-15 18:10:58 main:574] : INFO : Epoch 1730 | loss: 0.0311409 | val_loss: 0.0311579 | Time: 1240.62 ms
[2022-04-15 18:10:59 main:574] : INFO : Epoch 1731 | loss: 0.0311413 | val_loss: 0.0311555 | Time: 1205.1 ms
[2022-04-15 18:11:00 main:574] : INFO : Epoch 1732 | loss: 0.0311391 | val_loss: 0.0311553 | Time: 1178.72 ms
[2022-04-15 18:11:01 main:574] : INFO : Epoch 1733 | loss: 0.0311381 | val_loss: 0.0311551 | Time: 1239.11 ms
[2022-04-15 18:11:03 main:574] : INFO : Epoch 1734 | loss: 0.0311388 | val_loss: 0.0311547 | Time: 1240.45 ms
[2022-04-15 18:11:04 main:574] : INFO : Epoch 1735 | loss: 0.0311407 | val_loss: 0.0311545 | Time: 1244.18 ms
[2022-04-15 18:11:05 main:574] : INFO : Epoch 1736 | loss: 0.0311363 | val_loss: 0.0311544 | Time: 1233.21 ms
[2022-04-15 18:11:07 main:574] : INFO : Epoch 1737 | loss: 0.0311368 | val_loss: 0.0311567 | Time: 1245.81 ms
[2022-04-15 18:11:08 main:574] : INFO : Epoch 1738 | loss: 0.0311349 | val_loss: 0.0311555 | Time: 1243.93 ms
[2022-04-15 18:11:09 main:574] : INFO : Epoch 1739 | loss: 0.0311322 | val_loss: 0.0311562 | Time: 1232.04 ms
[2022-04-15 18:11:11 main:574] : INFO : Epoch 1740 | loss: 0.0311387 | val_loss: 0.0311575 | Time: 1245.14 ms
[2022-04-15 18:11:12 main:574] : INFO : Epoch 1741 | loss: 0.0311403 | val_loss: 0.0311587 | Time: 1235.03 ms
[2022-04-15 18:11:13 main:574] : INFO : Epoch 1742 | loss: 0.0311385 | val_loss: 0.0311582 | Time: 1240.85 ms
[2022-04-15 18:11:15 main:574] : INFO : Epoch 1743 | loss: 0.031138 | val_loss: 0.0311565 | Time: 1235.89 ms
[2022-04-15 18:11:16 main:574] : INFO : Epoch 1744 | loss: 0.031138 | val_loss: 0.0311601 | Time: 1237.4 ms
[2022-04-15 18:11:17 main:574] : INFO : Epoch 1745 | loss: 0.0311366 | val_loss: 0.03116 | Time: 1243.28 ms
[2022-04-15 18:11:19 main:574] : INFO : Epoch 1746 | loss: 0.0311351 | val_loss: 0.0311583 | Time: 1246.53 ms
[2022-04-15 18:11:20 main:574] : INFO : Epoch 1747 | loss: 0.0311379 | val_loss: 0.0311636 | Time: 1229.57 ms
[2022-04-15 18:11:21 main:574] : INFO : Epoch 1748 | loss: 0.0311369 | val_loss: 0.0311605 | Time: 1242.28 ms
[2022-04-15 18:11:23 main:574] : INFO : Epoch 1749 | loss: 0.0311336 | val_loss: 0.0311571 | Time: 1239.67 ms
[2022-04-15 18:11:24 main:574] : INFO : Epoch 1750 | loss: 0.0311314 | val_loss: 0.0311583 | Time: 1244.72 ms
[2022-04-15 18:11:25 main:574] : INFO : Epoch 1751 | loss: 0.0311302 | val_loss: 0.0311598 | Time: 1227.81 ms
[2022-04-15 18:11:27 main:574] : INFO : Epoch 1752 | loss: 0.031131 | val_loss: 0.0311614 | Time: 1241.52 ms
[2022-04-15 18:11:28 main:574] : INFO : Epoch 1753 | loss: 0.0311346 | val_loss: 0.0311617 | Time: 1245.28 ms
[2022-04-15 18:11:29 main:574] : INFO : Epoch 1754 | loss: 0.0311332 | val_loss: 0.0311611 | Time: 1174 ms
[2022-04-15 18:11:30 main:574] : INFO : Epoch 1755 | loss: 0.0311309 | val_loss: 0.0311591 | Time: 1200.51 ms
[2022-04-15 18:11:32 main:574] : INFO : Epoch 1756 | loss: 0.0311322 | val_loss: 0.0311613 | Time: 1239.75 ms
[2022-04-15 18:11:33 main:574] : INFO : Epoch 1757 | loss: 0.0311325 | val_loss: 0.0311594 | Time: 1243.06 ms
[2022-04-15 18:11:34 main:574] : INFO : Epoch 1758 | loss: 0.0311331 | val_loss: 0.0311592 | Time: 1244.63 ms
[2022-04-15 18:11:36 main:574] : INFO : Epoch 1759 | loss: 0.0311317 | val_loss: 0.031158 | Time: 1245.04 ms
[2022-04-15 18:11:37 main:574] : INFO : Epoch 1760 | loss: 0.0311296 | val_loss: 0.0311601 | Time: 1239.29 ms
[2022-04-15 18:11:38 main:574] : INFO : Epoch 1761 | loss: 0.0311301 | val_loss: 0.0311585 | Time: 1243.58 ms
[2022-04-15 18:11:40 main:574] : INFO : Epoch 1762 | loss: 0.0311296 | val_loss: 0.0311604 | Time: 1237.3 ms
[2022-04-15 18:11:41 main:574] : INFO : Epoch 1763 | loss: 0.0311338 | val_loss: 0.0311556 | Time: 1240.02 ms
[2022-04-15 18:11:42 main:574] : INFO : Epoch 1764 | loss: 0.0311303 | val_loss: 0.0311567 | Time: 1238.09 ms
[2022-04-15 18:11:44 main:574] : INFO : Epoch 1765 | loss: 0.0311282 | val_loss: 0.0311572 | Time: 1254.57 ms
[2022-04-15 18:11:45 main:574] : INFO : Epoch 1766 | loss: 0.0311274 | val_loss: 0.0311581 | Time: 1240.36 ms
[2022-04-15 18:11:46 main:574] : INFO : Epoch 1767 | loss: 0.0311281 | val_loss: 0.0311607 | Time: 1236.82 ms
[2022-04-15 18:11:48 main:574] : INFO : Epoch 1768 | loss: 0.0311278 | val_loss: 0.0311547 | Time: 1231.24 ms
[2022-04-15 18:11:49 main:574] : INFO : Epoch 1769 | loss: 0.0311267 | val_loss: 0.0311561 | Time: 1242.06 ms
[2022-04-15 18:11:50 main:574] : INFO : Epoch 1770 | loss: 0.0311264 | val_loss: 0.0311568 | Time: 1231.56 ms
[2022-04-15 18:11:52 main:574] : INFO : Epoch 1771 | loss: 0.0311293 | val_loss: 0.0311696 | Time: 1237.41 ms
[2022-04-15 18:11:53 main:574] : INFO : Epoch 1772 | loss: 0.0311294 | val_loss: 0.0311624 | Time: 1244.2 ms
[2022-04-15 18:11:54 main:574] : INFO : Epoch 1773 | loss: 0.0311262 | val_loss: 0.03116 | Time: 1246.46 ms
[2022-04-15 18:11:56 main:574] : INFO : Epoch 1774 | loss: 0.0311249 | val_loss: 0.0311578 | Time: 1227.07 ms
[2022-04-15 18:11:57 main:574] : INFO : Epoch 1775 | loss: 0.0311269 | val_loss: 0.0311627 | Time: 1235.61 ms
[2022-04-15 18:11:58 main:574] : INFO : Epoch 1776 | loss: 0.0311289 | val_loss: 0.0311557 | Time: 1241.93 ms
[2022-04-15 18:11:59 main:574] : INFO : Epoch 1777 | loss: 0.031127 | val_loss: 0.031155 | Time: 1158.19 ms
[2022-04-15 18:12:01 main:574] : INFO : Epoch 1778 | loss: 0.0311271 | val_loss: 0.0311584 | Time: 1228.73 ms
[2022-04-15 18:12:02 main:574] : INFO : Epoch 1779 | loss: 0.031128 | val_loss: 0.0311583 | Time: 1245.37 ms
[2022-04-15 18:12:03 main:574] : INFO : Epoch 1780 | loss: 0.0311293 | val_loss: 0.0311716 | Time: 1247.72 ms
[2022-04-15 18:12:05 main:574] : INFO : Epoch 1781 | loss: 0.0311286 | val_loss: 0.0311561 | Time: 1246.05 ms
[2022-04-15 18:12:06 main:574] : INFO : Epoch 1782 | loss: 0.0311258 | val_loss: 0.0311565 | Time: 1232.06 ms
[2022-04-15 18:12:07 main:574] : INFO : Epoch 1783 | loss: 0.0311247 | val_loss: 0.0311563 | Time: 1239.87 ms
[2022-04-15 18:12:09 main:574] : INFO : Epoch 1784 | loss: 0.0311374 | val_loss: 0.0311642 | Time: 1236.54 ms
[2022-04-15 18:12:10 main:574] : INFO : Epoch 1785 | loss: 0.0311374 | val_loss: 0.0311656 | Time: 1244.12 ms
[2022-04-15 18:12:11 main:574] : INFO : Epoch 1786 | loss: 0.0311346 | val_loss: 0.0311606 | Time: 1238.66 ms
[2022-04-15 18:12:13 main:574] : INFO : Epoch 1787 | loss: 0.031133 | val_loss: 0.0311611 | Time: 1239.98 ms
[2022-04-15 18:12:14 main:574] : INFO : Epoch 1788 | loss: 0.0311308 | val_loss: 0.031163 | Time: 1245.36 ms
[2022-04-15 18:12:15 main:574] : INFO : Epoch 1789 | loss: 0.0311282 | val_loss: 0.0311614 | Time: 1250.03 ms
[2022-04-15 18:12:17 main:574] : INFO : Epoch 1790 | loss: 0.0311272 | val_loss: 0.0311636 | Time: 1232.41 ms
[2022-04-15 18:12:18 main:574] : INFO : Epoch 1791 | loss: 0.0311331 | val_loss: 0.0311596 | Time: 1240.63 ms
[2022-04-15 18:12:19 main:574] : INFO : Epoch 1792 | loss: 0.0311328 | val_loss: 0.0311594 | Time: 1233.51 ms
[2022-04-15 18:12:21 main:574] : INFO : Epoch 1793 | loss: 0.0311313 | val_loss: 0.0311639 | Time: 1239.69 ms
[2022-04-15 18:12:22 main:574] : INFO : Epoch 1794 | loss: 0.031132 | val_loss: 0.0311604 | Time: 1233.49 ms
[2022-04-15 18:12:23 main:574] : INFO : Epoch 1795 | loss: 0.031131 | val_loss: 0.0311634 | Time: 1238.89 ms
[2022-04-15 18:12:24 main:574] : INFO : Epoch 1796 | loss: 0.0311301 | val_loss: 0.0311595 | Time: 1247.2 ms
[2022-04-15 18:12:26 main:574] : INFO : Epoch 1797 | loss: 0.0311315 | val_loss: 0.0311632 | Time: 1243.27 ms
[2022-04-15 18:12:27 main:574] : INFO : Epoch 1798 | loss: 0.0311319 | val_loss: 0.0311636 | Time: 1257.61 ms
[2022-04-15 18:12:28 main:574] : INFO : Epoch 1799 | loss: 0.0311366 | val_loss: 0.0311639 | Time: 1234.26 ms
[2022-04-15 18:12:30 main:574] : INFO : Epoch 1800 | loss: 0.0311364 | val_loss: 0.0311623 | Time: 1128.4 ms
[2022-04-15 18:12:31 main:574] : INFO : Epoch 1801 | loss: 0.0311348 | val_loss: 0.0311637 | Time: 1230.9 ms
[2022-04-15 18:12:32 main:574] : INFO : Epoch 1802 | loss: 0.031133 | val_loss: 0.0311645 | Time: 1230 ms
[2022-04-15 18:12:34 main:574] : INFO : Epoch 1803 | loss: 0.0311347 | val_loss: 0.0311612 | Time: 1237.77 ms
[2022-04-15 18:12:35 main:574] : INFO : Epoch 1804 | loss: 0.031136 | val_loss: 0.0311589 | Time: 1245.42 ms
[2022-04-15 18:12:36 main:574] : INFO : Epoch 1805 | loss: 0.0311353 | val_loss: 0.0311564 | Time: 1235.88 ms
[2022-04-15 18:12:38 main:574] : INFO : Epoch 1806 | loss: 0.0311325 | val_loss: 0.031162 | Time: 1245.42 ms
[2022-04-15 18:12:39 main:574] : INFO : Epoch 1807 | loss: 0.0311433 | val_loss: 0.0311751 | Time: 1240.28 ms
[2022-04-15 18:12:40 main:574] : INFO : Epoch 1808 | loss: 0.0311454 | val_loss: 0.0311715 | Time: 1230.73 ms
[2022-04-15 18:12:42 main:574] : INFO : Epoch 1809 | loss: 0.03114 | val_loss: 0.0311609 | Time: 1243.74 ms
[2022-04-15 18:12:43 main:574] : INFO : Epoch 1810 | loss: 0.0311402 | val_loss: 0.0311594 | Time: 1235.04 ms
[2022-04-15 18:12:44 main:574] : INFO : Epoch 1811 | loss: 0.0311394 | val_loss: 0.0311598 | Time: 1238.94 ms
[2022-04-15 18:12:46 main:574] : INFO : Epoch 1812 | loss: 0.031136 | val_loss: 0.0311619 | Time: 1239.64 ms
[2022-04-15 18:12:47 main:574] : INFO : Epoch 1813 | loss: 0.0311366 | val_loss: 0.0311619 | Time: 1236.25 ms
[2022-04-15 18:12:48 main:574] : INFO : Epoch 1814 | loss: 0.0311355 | val_loss: 0.0311617 | Time: 1233.66 ms
[2022-04-15 18:12:49 main:574] : INFO : Epoch 1815 | loss: 0.0311349 | val_loss: 0.031166 | Time: 1239.22 ms
[2022-04-15 18:12:51 main:574] : INFO : Epoch 1816 | loss: 0.0311342 | val_loss: 0.0311609 | Time: 1248.23 ms
[2022-04-15 18:12:52 main:574] : INFO : Epoch 1817 | loss: 0.0311323 | val_loss: 0.0311624 | Time: 1242.53 ms
[2022-04-15 18:12:53 main:574] : INFO : Epoch 1818 | loss: 0.0311321 | val_loss: 0.0311665 | Time: 1231.61 ms
[2022-04-15 18:12:55 main:574] : INFO : Epoch 1819 | loss: 0.0311325 | val_loss: 0.0311652 | Time: 1240.8 ms
[2022-04-15 18:12:56 main:574] : INFO : Epoch 1820 | loss: 0.0311331 | val_loss: 0.0311619 | Time: 1238.19 ms
[2022-04-15 18:12:57 main:574] : INFO : Epoch 1821 | loss: 0.0311325 | val_loss: 0.0311643 | Time: 1239.21 ms
[2022-04-15 18:12:59 main:574] : INFO : Epoch 1822 | loss: 0.031133 | val_loss: 0.0311646 | Time: 1231.31 ms
[2022-04-15 18:13:00 main:574] : INFO : Epoch 1823 | loss: 0.0311343 | val_loss: 0.0311631 | Time: 1141.32 ms
[2022-04-15 18:13:01 main:574] : INFO : Epoch 1824 | loss: 0.0311368 | val_loss: 0.0311635 | Time: 1249.47 ms
[2022-04-15 18:13:03 main:574] : INFO : Epoch 1825 | loss: 0.0311354 | val_loss: 0.0311608 | Time: 1238.35 ms
[2022-04-15 18:13:04 main:574] : INFO : Epoch 1826 | loss: 0.0311358 | val_loss: 0.031167 | Time: 1232.91 ms
[2022-04-15 18:13:05 main:574] : INFO : Epoch 1827 | loss: 0.0311345 | val_loss: 0.0311607 | Time: 1234.45 ms
[2022-04-15 18:13:07 main:574] : INFO : Epoch 1828 | loss: 0.0311338 | val_loss: 0.0311636 | Time: 1243.2 ms
[2022-04-15 18:13:08 main:574] : INFO : Epoch 1829 | loss: 0.0311329 | val_loss: 0.0311608 | Time: 1239.13 ms
[2022-04-15 18:13:09 main:574] : INFO : Epoch 1830 | loss: 0.0311324 | val_loss: 0.0311584 | Time: 1234.68 ms
[2022-04-15 18:13:10 main:574] : INFO : Epoch 1831 | loss: 0.0311318 | val_loss: 0.0311655 | Time: 1238.45 ms
[2022-04-15 18:13:12 main:574] : INFO : Epoch 1832 | loss: 0.0311335 | val_loss: 0.0311617 | Time: 1240.7 ms
[2022-04-15 18:13:13 main:574] : INFO : Epoch 1833 | loss: 0.031133 | val_loss: 0.0311593 | Time: 1231.67 ms
[2022-04-15 18:13:14 main:574] : INFO : Epoch 1834 | loss: 0.0311337 | val_loss: 0.031164 | Time: 1234.75 ms
[2022-04-15 18:13:16 main:574] : INFO : Epoch 1835 | loss: 0.0311361 | val_loss: 0.0311609 | Time: 1241.37 ms
[2022-04-15 18:13:17 main:574] : INFO : Epoch 1836 | loss: 0.0311355 | val_loss: 0.0311596 | Time: 1237.33 ms
[2022-04-15 18:13:18 main:574] : INFO : Epoch 1837 | loss: 0.0311363 | val_loss: 0.0311641 | Time: 1240.79 ms
[2022-04-15 18:13:20 main:574] : INFO : Epoch 1838 | loss: 0.0311358 | val_loss: 0.0311634 | Time: 1231.62 ms
[2022-04-15 18:13:21 main:574] : INFO : Epoch 1839 | loss: 0.0311339 | val_loss: 0.0311597 | Time: 1240.85 ms
[2022-04-15 18:13:22 main:574] : INFO : Epoch 1840 | loss: 0.031133 | val_loss: 0.0311661 | Time: 1239.91 ms
[2022-04-15 18:13:24 main:574] : INFO : Epoch 1841 | loss: 0.0311335 | val_loss: 0.0311634 | Time: 1232.4 ms
[2022-04-15 18:13:25 main:574] : INFO : Epoch 1842 | loss: 0.0311333 | val_loss: 0.0311606 | Time: 1231.82 ms
[2022-04-15 18:13:26 main:574] : INFO : Epoch 1843 | loss: 0.0311334 | val_loss: 0.031166 | Time: 1242.93 ms
[2022-04-15 18:13:28 main:574] : INFO : Epoch 1844 | loss: 0.0311331 | val_loss: 0.0311657 | Time: 1236.24 ms
[2022-04-15 18:13:29 main:574] : INFO : Epoch 1845 | loss: 0.0311329 | val_loss: 0.0311628 | Time: 1215.43 ms
[2022-04-15 18:13:30 main:574] : INFO : Epoch 1846 | loss: 0.0311345 | val_loss: 0.0311608 | Time: 1167.59 ms
[2022-04-15 18:13:32 main:574] : INFO : Epoch 1847 | loss: 0.031134 | val_loss: 0.0311662 | Time: 1241.69 ms
[2022-04-15 18:13:33 main:574] : INFO : Epoch 1848 | loss: 0.0311341 | val_loss: 0.0311624 | Time: 1241.48 ms
[2022-04-15 18:13:34 main:574] : INFO : Epoch 1849 | loss: 0.031134 | val_loss: 0.0311625 | Time: 1235.33 ms
[2022-04-15 18:13:35 main:574] : INFO : Epoch 1850 | loss: 0.0311371 | val_loss: 0.0311584 | Time: 1227.3 ms
[2022-04-15 18:13:37 main:574] : INFO : Epoch 1851 | loss: 0.031138 | val_loss: 0.0311637 | Time: 1237.05 ms
[2022-04-15 18:13:38 main:574] : INFO : Epoch 1852 | loss: 0.0311386 | val_loss: 0.0311639 | Time: 1233.31 ms
[2022-04-15 18:13:39 main:574] : INFO : Epoch 1853 | loss: 0.0311355 | val_loss: 0.031161 | Time: 1240.31 ms
[2022-04-15 18:13:41 main:574] : INFO : Epoch 1854 | loss: 0.0311337 | val_loss: 0.031162 | Time: 1233.74 ms
[2022-04-15 18:13:42 main:574] : INFO : Epoch 1855 | loss: 0.0311362 | val_loss: 0.0311641 | Time: 1237.42 ms
[2022-04-15 18:13:43 main:574] : INFO : Epoch 1856 | loss: 0.0311372 | val_loss: 0.0311655 | Time: 1250.41 ms
[2022-04-15 18:13:45 main:574] : INFO : Epoch 1857 | loss: 0.0311368 | val_loss: 0.0311582 | Time: 1248.15 ms
[2022-04-15 18:13:46 main:574] : INFO : Epoch 1858 | loss: 0.0311314 | val_loss: 0.0311614 | Time: 1234.97 ms
[2022-04-15 18:13:47 main:574] : INFO : Epoch 1859 | loss: 0.0311326 | val_loss: 0.0311591 | Time: 1246.01 ms
[2022-04-15 18:13:49 main:574] : INFO : Epoch 1860 | loss: 0.0311319 | val_loss: 0.0311598 | Time: 1237.32 ms
[2022-04-15 18:13:50 main:574] : INFO : Epoch 1861 | loss: 0.0311308 | val_loss: 0.0311647 | Time: 1229.81 ms
[2022-04-15 18:13:51 main:574] : INFO : Epoch 1862 | loss: 0.0311303 | val_loss: 0.0311577 | Time: 1232.77 ms
[2022-04-15 18:13:53 main:574] : INFO : Epoch 1863 | loss: 0.0311288 | val_loss: 0.0311625 | Time: 1242.83 ms
[2022-04-15 18:13:54 main:574] : INFO : Epoch 1864 | loss: 0.0311288 | val_loss: 0.0311594 | Time: 1240.02 ms
[2022-04-15 18:13:55 main:574] : INFO : Epoch 1865 | loss: 0.0311308 | val_loss: 0.0311684 | Time: 1222.25 ms
[2022-04-15 18:13:57 main:574] : INFO : Epoch 1866 | loss: 0.0311352 | val_loss: 0.0311651 | Time: 1226.4 ms
[2022-04-15 18:13:58 main:574] : INFO : Epoch 1867 | loss: 0.0311312 | val_loss: 0.0311653 | Time: 1242.93 ms
[2022-04-15 18:13:59 main:574] : INFO : Epoch 1868 | loss: 0.0311308 | val_loss: 0.0311623 | Time: 1194.18 ms
[2022-04-15 18:14:00 main:574] : INFO : Epoch 1869 | loss: 0.0311292 | val_loss: 0.0311662 | Time: 1217.01 ms
[2022-04-15 18:14:02 main:574] : INFO : Epoch 1870 | loss: 0.0311283 | val_loss: 0.0311643 | Time: 1244.84 ms
[2022-04-15 18:14:03 main:574] : INFO : Epoch 1871 | loss: 0.0311299 | val_loss: 0.0311665 | Time: 1258.02 ms
[2022-04-15 18:14:04 main:574] : INFO : Epoch 1872 | loss: 0.0311275 | val_loss: 0.0311653 | Time: 1252.52 ms
[2022-04-15 18:14:06 main:574] : INFO : Epoch 1873 | loss: 0.0311285 | val_loss: 0.0311655 | Time: 1243.75 ms
[2022-04-15 18:14:07 main:574] : INFO : Epoch 1874 | loss: 0.0311292 | val_loss: 0.0311657 | Time: 1238.95 ms
[2022-04-15 18:14:08 main:574] : INFO : Epoch 1875 | loss: 0.0311286 | val_loss: 0.0311633 | Time: 1244.1 ms
[2022-04-15 18:14:10 main:574] : INFO : Epoch 1876 | loss: 0.0311295 | val_loss: 0.0311633 | Time: 1231.43 ms
[2022-04-15 18:14:11 main:574] : INFO : Epoch 1877 | loss: 0.0311334 | val_loss: 0.0311621 | Time: 1240.09 ms
[2022-04-15 18:14:12 main:574] : INFO : Epoch 1878 | loss: 0.0311348 | val_loss: 0.0311624 | Time: 1229.87 ms
[2022-04-15 18:14:14 main:574] : INFO : Epoch 1879 | loss: 0.0311358 | val_loss: 0.031165 | Time: 1246.14 ms
[2022-04-15 18:14:15 main:574] : INFO : Epoch 1880 | loss: 0.0311327 | val_loss: 0.0311611 | Time: 1229.58 ms
[2022-04-15 18:14:16 main:574] : INFO : Epoch 1881 | loss: 0.0311318 | val_loss: 0.0311588 | Time: 1243.9 ms
[2022-04-15 18:14:18 main:574] : INFO : Epoch 1882 | loss: 0.0311302 | val_loss: 0.0311585 | Time: 1245.89 ms
[2022-04-15 18:14:19 main:574] : INFO : Epoch 1883 | loss: 0.0311303 | val_loss: 0.0311629 | Time: 1247.92 ms
[2022-04-15 18:14:20 main:574] : INFO : Epoch 1884 | loss: 0.0311268 | val_loss: 0.0311588 | Time: 1234.9 ms
[2022-04-15 18:14:22 main:574] : INFO : Epoch 1885 | loss: 0.0311261 | val_loss: 0.0311574 | Time: 1239.17 ms
[2022-04-15 18:14:23 main:574] : INFO : Epoch 1886 | loss: 0.0311263 | val_loss: 0.0311587 | Time: 1236.76 ms
[2022-04-15 18:14:24 main:574] : INFO : Epoch 1887 | loss: 0.0311271 | val_loss: 0.03116 | Time: 1242.47 ms
[2022-04-15 18:14:26 main:574] : INFO : Epoch 1888 | loss: 0.031126 | val_loss: 0.0311573 | Time: 1242.65 ms
[2022-04-15 18:14:27 main:574] : INFO : Epoch 1889 | loss: 0.0311248 | val_loss: 0.031161 | Time: 1242.11 ms
[2022-04-15 18:14:28 main:574] : INFO : Epoch 1890 | loss: 0.0311248 | val_loss: 0.0311643 | Time: 1247.71 ms
[2022-04-15 18:14:29 main:574] : INFO : Epoch 1891 | loss: 0.0311258 | val_loss: 0.0311594 | Time: 1142.99 ms
[2022-04-15 18:14:31 main:574] : INFO : Epoch 1892 | loss: 0.0311273 | val_loss: 0.0311609 | Time: 1224.58 ms
[2022-04-15 18:14:32 main:574] : INFO : Epoch 1893 | loss: 0.0311253 | val_loss: 0.0311596 | Time: 1237.13 ms
[2022-04-15 18:14:33 main:574] : INFO : Epoch 1894 | loss: 0.0311267 | val_loss: 0.0311604 | Time: 1229.06 ms
[2022-04-15 18:14:35 main:574] : INFO : Epoch 1895 | loss: 0.0311298 | val_loss: 0.0311591 | Time: 1232.56 ms
[2022-04-15 18:14:36 main:574] : INFO : Epoch 1896 | loss: 0.0311301 | val_loss: 0.031166 | Time: 1238.06 ms
[2022-04-15 18:14:37 main:574] : INFO : Epoch 1897 | loss: 0.0311288 | val_loss: 0.0311578 | Time: 1234.63 ms
[2022-04-15 18:14:39 main:574] : INFO : Epoch 1898 | loss: 0.0311283 | val_loss: 0.0311642 | Time: 1228.15 ms
[2022-04-15 18:14:40 main:574] : INFO : Epoch 1899 | loss: 0.0311299 | val_loss: 0.0311625 | Time: 1247.73 ms
[2022-04-15 18:14:41 main:574] : INFO : Epoch 1900 | loss: 0.0311299 | val_loss: 0.0311585 | Time: 1251.88 ms
[2022-04-15 18:14:43 main:574] : INFO : Epoch 1901 | loss: 0.0311298 | val_loss: 0.0311554 | Time: 1236.01 ms
[2022-04-15 18:14:44 main:574] : INFO : Epoch 1902 | loss: 0.0311299 | val_loss: 0.0311587 | Time: 1253.44 ms
[2022-04-15 18:14:45 main:574] : INFO : Epoch 1903 | loss: 0.0311272 | val_loss: 0.0311587 | Time: 1228.58 ms
[2022-04-15 18:14:47 main:574] : INFO : Epoch 1904 | loss: 0.0311267 | val_loss: 0.0311612 | Time: 1236.86 ms
[2022-04-15 18:14:48 main:574] : INFO : Epoch 1905 | loss: 0.0311247 | val_loss: 0.0311619 | Time: 1237 ms
[2022-04-15 18:14:49 main:574] : INFO : Epoch 1906 | loss: 0.0311285 | val_loss: 0.0311592 | Time: 1248.21 ms
[2022-04-15 18:14:51 main:574] : INFO : Epoch 1907 | loss: 0.0311254 | val_loss: 0.0311623 | Time: 1242.09 ms
[2022-04-15 18:14:52 main:574] : INFO : Epoch 1908 | loss: 0.0311263 | val_loss: 0.0311677 | Time: 1245.02 ms
[2022-04-15 18:14:53 main:574] : INFO : Epoch 1909 | loss: 0.031134 | val_loss: 0.0311632 | Time: 1248.81 ms
[2022-04-15 18:14:54 main:574] : INFO : Epoch 1910 | loss: 0.0311404 | val_loss: 0.0311679 | Time: 1237.35 ms
[2022-04-15 18:14:56 main:574] : INFO : Epoch 1911 | loss: 0.031143 | val_loss: 0.0311632 | Time: 1224.94 ms
[2022-04-15 18:14:57 main:574] : INFO : Epoch 1912 | loss: 0.031141 | val_loss: 0.0311632 | Time: 1238.86 ms
[2022-04-15 18:14:58 main:574] : INFO : Epoch 1913 | loss: 0.0311382 | val_loss: 0.0311628 | Time: 1235.68 ms
[2022-04-15 18:15:00 main:574] : INFO : Epoch 1914 | loss: 0.0311372 | val_loss: 0.0311643 | Time: 1150.43 ms
[2022-04-15 18:15:01 main:574] : INFO : Epoch 1915 | loss: 0.0311368 | val_loss: 0.0311604 | Time: 1227.7 ms
[2022-04-15 18:15:02 main:574] : INFO : Epoch 1916 | loss: 0.031136 | val_loss: 0.0311591 | Time: 1239.17 ms
[2022-04-15 18:15:04 main:574] : INFO : Epoch 1917 | loss: 0.0311357 | val_loss: 0.0311594 | Time: 1237.6 ms
[2022-04-15 18:15:05 main:574] : INFO : Epoch 1918 | loss: 0.0311347 | val_loss: 0.0311578 | Time: 1242.69 ms
[2022-04-15 18:15:06 main:574] : INFO : Epoch 1919 | loss: 0.0311342 | val_loss: 0.0311596 | Time: 1250.94 ms
[2022-04-15 18:15:08 main:574] : INFO : Epoch 1920 | loss: 0.0311349 | val_loss: 0.0311585 | Time: 1241.71 ms
[2022-04-15 18:15:09 main:574] : INFO : Epoch 1921 | loss: 0.0311326 | val_loss: 0.0311583 | Time: 1235.47 ms
[2022-04-15 18:15:10 main:574] : INFO : Epoch 1922 | loss: 0.0311323 | val_loss: 0.0311609 | Time: 1251.85 ms
[2022-04-15 18:15:11 main:574] : INFO : Epoch 1923 | loss: 0.0311307 | val_loss: 0.031161 | Time: 1232.59 ms
[2022-04-15 18:15:13 main:574] : INFO : Epoch 1924 | loss: 0.0311307 | val_loss: 0.0311628 | Time: 1244.49 ms
[2022-04-15 18:15:14 main:574] : INFO : Epoch 1925 | loss: 0.031131 | val_loss: 0.0311647 | Time: 1241.07 ms
[2022-04-15 18:15:16 main:574] : INFO : Epoch 1926 | loss: 0.0311311 | val_loss: 0.0311594 | Time: 1257.13 ms
[2022-04-15 18:15:17 main:574] : INFO : Epoch 1927 | loss: 0.0311304 | val_loss: 0.031159 | Time: 1241.4 ms
[2022-04-15 18:15:18 main:574] : INFO : Epoch 1928 | loss: 0.0311302 | val_loss: 0.0311595 | Time: 1236.63 ms
[2022-04-15 18:15:19 main:574] : INFO : Epoch 1929 | loss: 0.0311306 | val_loss: 0.0311548 | Time: 1234.77 ms
[2022-04-15 18:15:21 main:574] : INFO : Epoch 1930 | loss: 0.0311314 | val_loss: 0.0311577 | Time: 1230.69 ms
[2022-04-15 18:15:22 main:574] : INFO : Epoch 1931 | loss: 0.0311307 | val_loss: 0.0311604 | Time: 1239.08 ms
[2022-04-15 18:15:23 main:574] : INFO : Epoch 1932 | loss: 0.0311301 | val_loss: 0.0311594 | Time: 1241.59 ms
[2022-04-15 18:15:25 main:574] : INFO : Epoch 1933 | loss: 0.031129 | val_loss: 0.0311569 | Time: 1238.03 ms
[2022-04-15 18:15:26 main:574] : INFO : Epoch 1934 | loss: 0.0311314 | val_loss: 0.031167 | Time: 1250.81 ms
[2022-04-15 18:15:27 main:574] : INFO : Epoch 1935 | loss: 0.0311336 | val_loss: 0.0311569 | Time: 1248.98 ms
[2022-04-15 18:15:29 main:574] : INFO : Epoch 1936 | loss: 0.0311293 | val_loss: 0.0311563 | Time: 1252.24 ms
[2022-04-15 18:15:30 main:574] : INFO : Epoch 1937 | loss: 0.0311317 | val_loss: 0.0311568 | Time: 1142.58 ms
[2022-04-15 18:15:31 main:574] : INFO : Epoch 1938 | loss: 0.0311335 | val_loss: 0.0311518 | Time: 1238.36 ms
[2022-04-15 18:15:33 main:574] : INFO : Epoch 1939 | loss: 0.0311314 | val_loss: 0.0311565 | Time: 1234.82 ms
[2022-04-15 18:15:34 main:574] : INFO : Epoch 1940 | loss: 0.0311316 | val_loss: 0.0311589 | Time: 1251.04 ms
[2022-04-15 18:15:35 main:574] : INFO : Epoch 1941 | loss: 0.031133 | val_loss: 0.0311586 | Time: 1243.18 ms
[2022-04-15 18:15:37 main:574] : INFO : Epoch 1942 | loss: 0.0311323 | val_loss: 0.0311582 | Time: 1243.96 ms
[2022-04-15 18:15:38 main:574] : INFO : Epoch 1943 | loss: 0.0311296 | val_loss: 0.0311552 | Time: 1231.13 ms
[2022-04-15 18:15:39 main:574] : INFO : Epoch 1944 | loss: 0.0311296 | val_loss: 0.0311558 | Time: 1239.39 ms
[2022-04-15 18:15:41 main:574] : INFO : Epoch 1945 | loss: 0.0311293 | val_loss: 0.0311522 | Time: 1244.08 ms
[2022-04-15 18:15:42 main:574] : INFO : Epoch 1946 | loss: 0.0311281 | val_loss: 0.0311574 | Time: 1247.26 ms
[2022-04-15 18:15:43 main:574] : INFO : Epoch 1947 | loss: 0.0311329 | val_loss: 0.0311606 | Time: 1238.2 ms
[2022-04-15 18:15:45 main:574] : INFO : Epoch 1948 | loss: 0.0311357 | val_loss: 0.0311594 | Time: 1238.97 ms
[2022-04-15 18:15:46 main:574] : INFO : Epoch 1949 | loss: 0.0311337 | val_loss: 0.0311576 | Time: 1242.63 ms
[2022-04-15 18:15:47 main:574] : INFO : Epoch 1950 | loss: 0.0311341 | val_loss: 0.0311556 | Time: 1233.63 ms
[2022-04-15 18:15:48 main:574] : INFO : Epoch 1951 | loss: 0.0311325 | val_loss: 0.0311554 | Time: 1241.34 ms
[2022-04-15 18:15:50 main:574] : INFO : Epoch 1952 | loss: 0.0311303 | val_loss: 0.0311569 | Time: 1236.33 ms
[2022-04-15 18:15:51 main:574] : INFO : Epoch 1953 | loss: 0.031131 | val_loss: 0.0311582 | Time: 1247.62 ms
[2022-04-15 18:15:52 main:574] : INFO : Epoch 1954 | loss: 0.0311326 | val_loss: 0.0311576 | Time: 1240.75 ms
[2022-04-15 18:15:54 main:574] : INFO : Epoch 1955 | loss: 0.0311359 | val_loss: 0.0311556 | Time: 1233.79 ms
[2022-04-15 18:15:55 main:574] : INFO : Epoch 1956 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 1239.16 ms
[2022-04-15 18:15:56 main:574] : INFO : Epoch 1957 | loss: 0.0311343 | val_loss: 0.031159 | Time: 1247.34 ms
[2022-04-15 18:15:58 main:574] : INFO : Epoch 1958 | loss: 0.031135 | val_loss: 0.0311556 | Time: 1243.08 ms
[2022-04-15 18:15:59 main:574] : INFO : Epoch 1959 | loss: 0.0311342 | val_loss: 0.0311583 | Time: 1204.24 ms
[2022-04-15 18:16:00 main:574] : INFO : Epoch 1960 | loss: 0.0311338 | val_loss: 0.0311565 | Time: 1177.78 ms
[2022-04-15 18:16:02 main:574] : INFO : Epoch 1961 | loss: 0.0311353 | val_loss: 0.0311528 | Time: 1249.87 ms
[2022-04-15 18:16:03 main:574] : INFO : Epoch 1962 | loss: 0.0311398 | val_loss: 0.0311502 | Time: 1251.27 ms
[2022-04-15 18:16:04 main:574] : INFO : Epoch 1963 | loss: 0.0311378 | val_loss: 0.031155 | Time: 1230.56 ms
[2022-04-15 18:16:06 main:574] : INFO : Epoch 1964 | loss: 0.0311343 | val_loss: 0.0311545 | Time: 1233.41 ms
[2022-04-15 18:16:07 main:574] : INFO : Epoch 1965 | loss: 0.031135 | val_loss: 0.031158 | Time: 1249.66 ms
[2022-04-15 18:16:08 main:574] : INFO : Epoch 1966 | loss: 0.031133 | val_loss: 0.0311559 | Time: 1254.44 ms
[2022-04-15 18:16:10 main:574] : INFO : Epoch 1967 | loss: 0.0311327 | val_loss: 0.0311553 | Time: 1237.51 ms
[2022-04-15 18:16:11 main:574] : INFO : Epoch 1968 | loss: 0.0311305 | val_loss: 0.0311564 | Time: 1228.64 ms
[2022-04-15 18:16:12 main:574] : INFO : Epoch 1969 | loss: 0.0311303 | val_loss: 0.0311524 | Time: 1249.03 ms
[2022-04-15 18:16:13 main:574] : INFO : Epoch 1970 | loss: 0.0311287 | val_loss: 0.0311561 | Time: 1250.78 ms
[2022-04-15 18:16:15 main:574] : INFO : Epoch 1971 | loss: 0.0311351 | val_loss: 0.0311554 | Time: 1242.57 ms
[2022-04-15 18:16:16 main:574] : INFO : Epoch 1972 | loss: 0.0311328 | val_loss: 0.0311544 | Time: 1230.51 ms
[2022-04-15 18:16:17 main:574] : INFO : Epoch 1973 | loss: 0.0311318 | val_loss: 0.0311543 | Time: 1258.32 ms
[2022-04-15 18:16:19 main:574] : INFO : Epoch 1974 | loss: 0.031134 | val_loss: 0.0311586 | Time: 1253.31 ms
[2022-04-15 18:16:20 main:574] : INFO : Epoch 1975 | loss: 0.0311343 | val_loss: 0.0311595 | Time: 1243.53 ms
[2022-04-15 18:16:21 main:574] : INFO : Epoch 1976 | loss: 0.0311335 | val_loss: 0.0311537 | Time: 1235.05 ms
[2022-04-15 18:16:23 main:574] : INFO : Epoch 1977 | loss: 0.0311328 | val_loss: 0.0311544 | Time: 1259.21 ms
[2022-04-15 18:16:24 main:574] : INFO : Epoch 1978 | loss: 0.0311324 | val_loss: 0.0311532 | Time: 1239.41 ms
[2022-04-15 18:16:25 main:574] : INFO : Epoch 1979 | loss: 0.0311321 | val_loss: 0.0311588 | Time: 1236.02 ms
[2022-04-15 18:16:27 main:574] : INFO : Epoch 1980 | loss: 0.0311335 | val_loss: 0.0311582 | Time: 1241.37 ms
[2022-04-15 18:16:28 main:574] : INFO : Epoch 1981 | loss: 0.0311349 | val_loss: 0.0311572 | Time: 1231.18 ms
[2022-04-15 18:16:29 main:574] : INFO : Epoch 1982 | loss: 0.0311317 | val_loss: 0.0311534 | Time: 1163.75 ms
[2022-04-15 18:16:31 main:574] : INFO : Epoch 1983 | loss: 0.0311296 | val_loss: 0.0311548 | Time: 1216.3 ms
[2022-04-15 18:16:32 main:574] : INFO : Epoch 1984 | loss: 0.0311289 | val_loss: 0.0311559 | Time: 1245.34 ms
[2022-04-15 18:16:33 main:574] : INFO : Epoch 1985 | loss: 0.0311293 | val_loss: 0.0311563 | Time: 1246.29 ms
[2022-04-15 18:16:34 main:574] : INFO : Epoch 1986 | loss: 0.0311271 | val_loss: 0.0311563 | Time: 1242 ms
[2022-04-15 18:16:36 main:574] : INFO : Epoch 1987 | loss: 0.0311269 | val_loss: 0.0311494 | Time: 1232.47 ms
[2022-04-15 18:16:37 main:574] : INFO : Epoch 1988 | loss: 0.0311268 | val_loss: 0.0311536 | Time: 1239.01 ms
[2022-04-15 18:16:38 main:574] : INFO : Epoch 1989 | loss: 0.0311289 | val_loss: 0.031154 | Time: 1247.17 ms
[2022-04-15 18:16:40 main:574] : INFO : Epoch 1990 | loss: 0.0311295 | val_loss: 0.0311566 | Time: 1248.02 ms
[2022-04-15 18:16:41 main:574] : INFO : Epoch 1991 | loss: 0.0311272 | val_loss: 0.0311531 | Time: 1236.87 ms
[2022-04-15 18:16:42 main:574] : INFO : Epoch 1992 | loss: 0.0311274 | val_loss: 0.0311546 | Time: 1260.81 ms
[2022-04-15 18:16:44 main:574] : INFO : Epoch 1993 | loss: 0.0311257 | val_loss: 0.0311545 | Time: 1245.99 ms
[2022-04-15 18:16:45 main:574] : INFO : Epoch 1994 | loss: 0.0311254 | val_loss: 0.0311529 | Time: 1239.26 ms
[2022-04-15 18:16:46 main:574] : INFO : Epoch 1995 | loss: 0.0311259 | val_loss: 0.0311533 | Time: 1229.44 ms
[2022-04-15 18:16:48 main:574] : INFO : Epoch 1996 | loss: 0.0311251 | val_loss: 0.0311536 | Time: 1249.52 ms
[2022-04-15 18:16:49 main:574] : INFO : Epoch 1997 | loss: 0.0311261 | val_loss: 0.0311561 | Time: 1237.88 ms
[2022-04-15 18:16:50 main:574] : INFO : Epoch 1998 | loss: 0.0311267 | val_loss: 0.0311553 | Time: 1234.22 ms
[2022-04-15 18:16:52 main:574] : INFO : Epoch 1999 | loss: 0.0311273 | val_loss: 0.0311547 | Time: 1235.99 ms
[2022-04-15 18:16:53 main:574] : INFO : Epoch 2000 | loss: 0.0311258 | val_loss: 0.0311574 | Time: 1252.29 ms
[2022-04-15 18:16:54 main:574] : INFO : Epoch 2001 | loss: 0.0311243 | val_loss: 0.0311534 | Time: 1243.52 ms
[2022-04-15 18:16:56 main:574] : INFO : Epoch 2002 | loss: 0.0311233 | val_loss: 0.0311496 | Time: 1224.57 ms
[2022-04-15 18:16:57 main:574] : INFO : Epoch 2003 | loss: 0.0311234 | val_loss: 0.0311543 | Time: 1242.3 ms
[2022-04-15 18:16:58 main:574] : INFO : Epoch 2004 | loss: 0.0311228 | val_loss: 0.0311562 | Time: 1241.4 ms
[2022-04-15 18:16:59 main:574] : INFO : Epoch 2005 | loss: 0.0311233 | val_loss: 0.0311521 | Time: 1153.57 ms
[2022-04-15 18:17:01 main:574] : INFO : Epoch 2006 | loss: 0.0311237 | val_loss: 0.0311546 | Time: 1223.36 ms
[2022-04-15 18:17:02 main:574] : INFO : Epoch 2007 | loss: 0.0311231 | val_loss: 0.0311528 | Time: 1230.53 ms
[2022-04-15 18:17:03 main:574] : INFO : Epoch 2008 | loss: 0.0311221 | val_loss: 0.0311517 | Time: 1240.49 ms
[2022-04-15 18:17:05 main:574] : INFO : Epoch 2009 | loss: 0.0311263 | val_loss: 0.031154 | Time: 1237.35 ms
[2022-04-15 18:17:06 main:574] : INFO : Epoch 2010 | loss: 0.0311263 | val_loss: 0.0311549 | Time: 1244.37 ms
[2022-04-15 18:17:07 main:574] : INFO : Epoch 2011 | loss: 0.0311257 | val_loss: 0.0311539 | Time: 1239.9 ms
[2022-04-15 18:17:09 main:574] : INFO : Epoch 2012 | loss: 0.0311243 | val_loss: 0.0311534 | Time: 1246.74 ms
[2022-04-15 18:17:10 main:574] : INFO : Epoch 2013 | loss: 0.0311238 | val_loss: 0.0311574 | Time: 1233.52 ms
[2022-04-15 18:17:11 main:574] : INFO : Epoch 2014 | loss: 0.0311253 | val_loss: 0.0311576 | Time: 1236.95 ms
[2022-04-15 18:17:13 main:574] : INFO : Epoch 2015 | loss: 0.0311276 | val_loss: 0.0311595 | Time: 1234.66 ms
[2022-04-15 18:17:14 main:574] : INFO : Epoch 2016 | loss: 0.031128 | val_loss: 0.0311553 | Time: 1245.46 ms
[2022-04-15 18:17:15 main:574] : INFO : Epoch 2017 | loss: 0.0311275 | val_loss: 0.0311582 | Time: 1245.51 ms
[2022-04-15 18:17:17 main:574] : INFO : Epoch 2018 | loss: 0.0311294 | val_loss: 0.0311562 | Time: 1249.47 ms
[2022-04-15 18:17:18 main:574] : INFO : Epoch 2019 | loss: 0.0311291 | val_loss: 0.0311579 | Time: 1243.74 ms
[2022-04-15 18:17:19 main:574] : INFO : Epoch 2020 | loss: 0.031127 | val_loss: 0.0311572 | Time: 1242.58 ms
[2022-04-15 18:17:21 main:574] : INFO : Epoch 2021 | loss: 0.0311277 | val_loss: 0.0311588 | Time: 1240.84 ms
[2022-04-15 18:17:22 main:574] : INFO : Epoch 2022 | loss: 0.0311314 | val_loss: 0.0311553 | Time: 1239.47 ms
[2022-04-15 18:17:23 main:574] : INFO : Epoch 2023 | loss: 0.0311321 | val_loss: 0.0311527 | Time: 1233.11 ms
[2022-04-15 18:17:25 main:574] : INFO : Epoch 2024 | loss: 0.0311317 | val_loss: 0.0311529 | Time: 1254.36 ms
[2022-04-15 18:17:26 main:574] : INFO : Epoch 2025 | loss: 0.0311377 | val_loss: 0.0311564 | Time: 1241.8 ms
[2022-04-15 18:17:27 main:574] : INFO : Epoch 2026 | loss: 0.0311382 | val_loss: 0.031159 | Time: 1246.54 ms
[2022-04-15 18:17:29 main:574] : INFO : Epoch 2027 | loss: 0.0311393 | val_loss: 0.0311556 | Time: 1252.97 ms
[2022-04-15 18:17:30 main:574] : INFO : Epoch 2028 | loss: 0.0311377 | val_loss: 0.0311957 | Time: 1136 ms
[2022-04-15 18:17:31 main:574] : INFO : Epoch 2029 | loss: 0.0338437 | val_loss: 0.0318647 | Time: 1231.88 ms
[2022-04-15 18:17:32 main:574] : INFO : Epoch 2030 | loss: 0.0326605 | val_loss: 0.0318122 | Time: 1233.76 ms
[2022-04-15 18:17:34 main:574] : INFO : Epoch 2031 | loss: 0.0314221 | val_loss: 0.0312759 | Time: 1229.96 ms
[2022-04-15 18:17:35 main:574] : INFO : Epoch 2032 | loss: 0.0312391 | val_loss: 0.0312046 | Time: 1230.12 ms
[2022-04-15 18:17:36 main:574] : INFO : Epoch 2033 | loss: 0.0311778 | val_loss: 0.0311656 | Time: 1238.37 ms
[2022-04-15 18:17:38 main:574] : INFO : Epoch 2034 | loss: 0.0311568 | val_loss: 0.0311575 | Time: 1233.16 ms
[2022-04-15 18:17:39 main:574] : INFO : Epoch 2035 | loss: 0.0311471 | val_loss: 0.0311534 | Time: 1244.04 ms
[2022-04-15 18:17:40 main:574] : INFO : Epoch 2036 | loss: 0.0311414 | val_loss: 0.0311522 | Time: 1238.91 ms
[2022-04-15 18:17:42 main:574] : INFO : Epoch 2037 | loss: 0.0311395 | val_loss: 0.0311553 | Time: 1245.71 ms
[2022-04-15 18:17:43 main:574] : INFO : Epoch 2038 | loss: 0.0311375 | val_loss: 0.0311529 | Time: 1242.89 ms
[2022-04-15 18:17:44 main:574] : INFO : Epoch 2039 | loss: 0.0311381 | val_loss: 0.0311533 | Time: 1242.46 ms
[2022-04-15 18:17:46 main:574] : INFO : Epoch 2040 | loss: 0.0311391 | val_loss: 0.0311613 | Time: 1232.41 ms
[2022-04-15 18:17:47 main:574] : INFO : Epoch 2041 | loss: 0.0311367 | val_loss: 0.0311544 | Time: 1241.53 ms
[2022-04-15 18:17:48 main:574] : INFO : Epoch 2042 | loss: 0.0311329 | val_loss: 0.0311533 | Time: 1232.28 ms
[2022-04-15 18:17:50 main:574] : INFO : Epoch 2043 | loss: 0.031132 | val_loss: 0.0311548 | Time: 1243.74 ms
[2022-04-15 18:17:51 main:574] : INFO : Epoch 2044 | loss: 0.0311307 | val_loss: 0.0311525 | Time: 1242.66 ms
[2022-04-15 18:17:52 main:574] : INFO : Epoch 2045 | loss: 0.0311294 | val_loss: 0.0311546 | Time: 1245.82 ms
[2022-04-15 18:17:53 main:574] : INFO : Epoch 2046 | loss: 0.0311287 | val_loss: 0.0311541 | Time: 1234.3 ms
[2022-04-15 18:17:55 main:574] : INFO : Epoch 2047 | loss: 0.0311282 | val_loss: 0.0311529 | Time: 1244.2 ms
[2022-04-15 18:17:56 main:574] : INFO : Epoch 2048 | loss: 0.0311332 | val_loss: 0.0311543 | Time: 1231.88 ms
[2022-04-15 18:17:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311543
[2022-04-15 18:17:56 main:603] : INFO : Saving end state to config to file
[2022-04-15 18:17:56 main:608] : INFO : Success, exiting..
18:17:56 (12180): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)