Task 12546987
| Name | ParityModified-1645994142-16696-2-0_0 |
| Workunit | 9709727 |
| Created | 4 Mar 2022, 18:29:45 UTC |
| Sent | 7 Mar 2022, 10:52:42 UTC |
| Report deadline | 15 Mar 2022, 10:52:42 UTC |
| Received | 7 Mar 2022, 12:47:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 16 sec |
| CPU time | 40 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311255 | val_loss: 0.0311465 | Time: 1205.13 ms [2022-03-07 05:37:01 main:574] : INFO : Epoch 1543 | loss: 0.031123 | val_loss: 0.0311469 | Time: 1190.88 ms [2022-03-07 05:37:02 main:574] : INFO : Epoch 1544 | loss: 0.0311245 | val_loss: 0.0311484 | Time: 1187 ms [2022-03-07 05:37:03 main:574] : INFO : Epoch 1545 | loss: 0.0311238 | val_loss: 0.0311499 | Time: 1203.87 ms [2022-03-07 05:37:04 main:574] : INFO : Epoch 1546 | loss: 0.0311232 | val_loss: 0.0311471 | Time: 1193.74 ms [2022-03-07 05:37:05 main:574] : INFO : Epoch 1547 | loss: 0.0311267 | val_loss: 0.0311451 | Time: 1194.55 ms [2022-03-07 05:37:07 main:574] : INFO : Epoch 1548 | loss: 0.031126 | val_loss: 0.0311504 | Time: 1219.2 ms [2022-03-07 05:37:08 main:574] : INFO : Epoch 1549 | loss: 0.0311267 | val_loss: 0.0311472 | Time: 1200.33 ms [2022-03-07 05:37:09 main:574] : INFO : Epoch 1550 | loss: 0.0311239 | val_loss: 0.0311494 | Time: 1221.69 ms [2022-03-07 05:37:10 main:574] : INFO : Epoch 1551 | loss: 0.0311245 | val_loss: 0.0311521 | Time: 1212.31 ms [2022-03-07 05:37:11 main:574] : INFO : Epoch 1552 | loss: 0.0311271 | val_loss: 0.0311482 | Time: 1189.67 ms [2022-03-07 05:37:13 main:574] : INFO : Epoch 1553 | loss: 0.0311278 | val_loss: 0.0311499 | Time: 1204.58 ms [2022-03-07 05:37:14 main:574] : INFO : Epoch 1554 | loss: 0.0311268 | val_loss: 0.0311534 | Time: 1186.78 ms [2022-03-07 05:37:15 main:574] : INFO : Epoch 1555 | loss: 0.0311357 | val_loss: 0.0311519 | Time: 1196.12 ms [2022-03-07 05:37:16 main:574] : INFO : Epoch 1556 | loss: 0.0311332 | val_loss: 0.0311511 | Time: 1172.4 ms [2022-03-07 05:37:17 main:574] : INFO : Epoch 1557 | loss: 0.0311325 | val_loss: 0.0311486 | Time: 1199.08 ms [2022-03-07 05:37:19 main:574] : INFO : Epoch 1558 | loss: 0.0311337 | val_loss: 0.0311489 | Time: 1194.75 ms [2022-03-07 05:37:20 main:574] : INFO : Epoch 1559 | loss: 0.0311315 | val_loss: 0.0311498 | Time: 1217.51 ms [2022-03-07 05:37:21 main:574] : INFO : Epoch 1560 | loss: 0.0311322 | val_loss: 0.0311455 | Time: 1189.09 ms [2022-03-07 05:37:22 main:574] : INFO : Epoch 1561 | loss: 0.0311303 | val_loss: 0.0311495 | Time: 1179.9 ms [2022-03-07 05:37:23 main:574] : INFO : Epoch 1562 | loss: 0.0311291 | val_loss: 0.0311497 | Time: 1190.07 ms [2022-03-07 05:37:25 main:574] : INFO : Epoch 1563 | loss: 0.031128 | val_loss: 0.03115 | Time: 1206.73 ms [2022-03-07 05:37:26 main:574] : INFO : Epoch 1564 | loss: 0.0311268 | val_loss: 0.0311506 | Time: 1216.93 ms [2022-03-07 05:37:27 main:574] : INFO : Epoch 1565 | loss: 0.0311252 | val_loss: 0.0311508 | Time: 1198.01 ms [2022-03-07 05:37:28 main:574] : INFO : Epoch 1566 | loss: 0.0311252 | val_loss: 0.0311516 | Time: 1191.45 ms [2022-03-07 05:37:29 main:574] : INFO : Epoch 1567 | loss: 0.0311243 | val_loss: 0.0311525 | Time: 1196.41 ms [2022-03-07 05:37:31 main:574] : INFO : Epoch 1568 | loss: 0.0311242 | val_loss: 0.0311484 | Time: 1181.59 ms [2022-03-07 05:37:32 main:574] : INFO : Epoch 1569 | loss: 0.0311235 | val_loss: 0.0311487 | Time: 1198.44 ms [2022-03-07 05:37:33 main:574] : INFO : Epoch 1570 | loss: 0.0311237 | val_loss: 0.0311482 | Time: 1209.41 ms [2022-03-07 05:37:34 main:574] : INFO : Epoch 1571 | loss: 0.0311251 | val_loss: 0.0311487 | Time: 1193.82 ms [2022-03-07 05:37:35 main:574] : INFO : Epoch 1572 | loss: 0.0311249 | val_loss: 0.0311483 | Time: 1196.39 ms [2022-03-07 05:37:37 main:574] : INFO : Epoch 1573 | loss: 0.0311324 | val_loss: 0.03115 | Time: 1181.97 ms [2022-03-07 05:37:38 main:574] : INFO : Epoch 1574 | loss: 0.0311321 | val_loss: 0.0311467 | Time: 1184.15 ms [2022-03-07 05:37:39 main:574] : INFO : Epoch 1575 | loss: 0.031128 | val_loss: 0.0311441 | Time: 1197.68 ms [2022-03-07 05:37:40 main:574] : INFO : Epoch 1576 | loss: 0.0311267 | val_loss: 0.0311467 | Time: 1210.22 ms [2022-03-07 05:37:41 main:574] : INFO : Epoch 1577 | loss: 0.031126 | val_loss: 0.0311477 | Time: 1182.37 ms [2022-03-07 05:37:43 main:574] : INFO : Epoch 1578 | loss: 0.0311261 | val_loss: 0.0311455 | Time: 1181.3 ms [2022-03-07 05:37:44 main:574] : INFO : Epoch 1579 | loss: 0.0311236 | val_loss: 0.0311491 | Time: 1185.46 ms [2022-03-07 05:37:45 main:574] : INFO : Epoch 1580 | loss: 0.0311235 | val_loss: 0.0311487 | Time: 1190.9 ms [2022-03-07 05:37:46 main:574] : INFO : Epoch 1581 | loss: 0.0311266 | val_loss: 0.0311518 | Time: 1198.84 ms [2022-03-07 05:37:47 main:574] : INFO : Epoch 1582 | loss: 0.0311273 | val_loss: 0.0311493 | Time: 1197.53 ms [2022-03-07 05:37:49 main:574] : INFO : Epoch 1583 | loss: 0.0311284 | val_loss: 0.0311537 | Time: 1183.83 ms [2022-03-07 05:37:50 main:574] : INFO : Epoch 1584 | loss: 0.0311253 | val_loss: 0.0311457 | Time: 1201.12 ms [2022-03-07 05:37:51 main:574] : INFO : Epoch 1585 | loss: 0.0311253 | val_loss: 0.0311514 | Time: 1197.83 ms [2022-03-07 05:37:52 main:574] : INFO : Epoch 1586 | loss: 0.0311294 | val_loss: 0.0311489 | Time: 1195.75 ms [2022-03-07 05:37:53 main:574] : INFO : Epoch 1587 | loss: 0.031127 | val_loss: 0.0311495 | Time: 1182.55 ms [2022-03-07 05:37:54 main:574] : INFO : Epoch 1588 | loss: 0.0311248 | val_loss: 0.0311475 | Time: 1169.41 ms [2022-03-07 05:37:56 main:574] : INFO : Epoch 1589 | loss: 0.0311246 | val_loss: 0.0311506 | Time: 1196.28 ms [2022-03-07 05:37:57 main:574] : INFO : Epoch 1590 | loss: 0.0311249 | val_loss: 0.031148 | Time: 1202.51 ms [2022-03-07 05:37:58 main:574] : INFO : Epoch 1591 | loss: 0.0311236 | val_loss: 0.031146 | Time: 1201.65 ms [2022-03-07 05:37:59 main:574] : INFO : Epoch 1592 | loss: 0.0311243 | val_loss: 0.0311528 | Time: 1188.29 ms [2022-03-07 05:38:00 main:574] : INFO : Epoch 1593 | loss: 0.0311259 | val_loss: 0.0311537 | Time: 1208.06 ms [2022-03-07 05:38:02 main:574] : INFO : Epoch 1594 | loss: 0.0311261 | val_loss: 0.0311478 | Time: 1209.33 ms [2022-03-07 05:38:03 main:574] : INFO : Epoch 1595 | loss: 0.0311233 | val_loss: 0.0311468 | Time: 1202.12 ms [2022-03-07 05:38:04 main:574] : INFO : Epoch 1596 | loss: 0.0311236 | val_loss: 0.0311478 | Time: 1223.75 ms [2022-03-07 05:38:05 main:574] : INFO : Epoch 1597 | loss: 0.0311248 | val_loss: 0.0311446 | Time: 1176.22 ms [2022-03-07 05:38:06 main:574] : INFO : Epoch 1598 | loss: 0.0311258 | val_loss: 0.0311516 | Time: 1204.85 ms [2022-03-07 05:38:08 main:574] : INFO : Epoch 1599 | loss: 0.0311282 | val_loss: 0.0311506 | Time: 1202.48 ms [2022-03-07 05:38:09 main:574] : INFO : Epoch 1600 | loss: 0.0311248 | val_loss: 0.0311486 | Time: 1187.49 ms [2022-03-07 05:38:10 main:574] : INFO : Epoch 1601 | loss: 0.0311269 | val_loss: 0.0311592 | Time: 1175.99 ms [2022-03-07 05:38:11 main:574] : INFO : Epoch 1602 | loss: 0.0311274 | val_loss: 0.0311505 | Time: 1172.75 ms [2022-03-07 05:38:12 main:574] : INFO : Epoch 1603 | loss: 0.0311262 | val_loss: 0.0311483 | Time: 1183 ms [2022-03-07 05:38:14 main:574] : INFO : Epoch 1604 | loss: 0.0311266 | val_loss: 0.0311604 | Time: 1197.68 ms [2022-03-07 05:38:15 main:574] : INFO : Epoch 1605 | loss: 0.0311288 | val_loss: 0.0311467 | Time: 1209.1 ms [2022-03-07 05:38:16 main:574] : INFO : Epoch 1606 | loss: 0.0311254 | val_loss: 0.0311491 | Time: 1197.26 ms [2022-03-07 05:38:17 main:574] : INFO : Epoch 1607 | loss: 0.0311249 | val_loss: 0.0311453 | Time: 1195.56 ms [2022-03-07 05:38:18 main:574] : INFO : Epoch 1608 | loss: 0.0311268 | val_loss: 0.0311478 | Time: 1210.25 ms [2022-03-07 05:38:20 main:574] : INFO : Epoch 1609 | loss: 0.0311262 | val_loss: 0.0311515 | Time: 1202.98 ms [2022-03-07 05:38:21 main:574] : INFO : Epoch 1610 | loss: 0.0311245 | val_loss: 0.0311523 | Time: 1184.07 ms [2022-03-07 05:38:22 main:574] : INFO : Epoch 1611 | loss: 0.0311228 | val_loss: 0.0311463 | Time: 1195.11 ms [2022-03-07 05:38:23 main:574] : INFO : Epoch 1612 | loss: 0.0311219 | val_loss: 0.0311427 | Time: 1206.31 ms [2022-03-07 05:38:24 main:574] : INFO : Epoch 1613 | loss: 0.0311337 | val_loss: 0.0311525 | Time: 1181.22 ms [2022-03-07 05:38:26 main:574] : INFO : Epoch 1614 | loss: 0.0311429 | val_loss: 0.0311532 | Time: 1191.66 ms [2022-03-07 05:38:27 main:574] : INFO : Epoch 1615 | loss: 0.0311394 | val_loss: 0.0311547 | Time: 1203.67 ms [2022-03-07 05:38:28 main:574] : INFO : Epoch 1616 | loss: 0.0311393 | val_loss: 0.0311503 | Time: 1193.02 ms [2022-03-07 05:38:29 main:574] : INFO : Epoch 1617 | loss: 0.0311367 | val_loss: 0.0311474 | Time: 1205.14 ms [2022-03-07 05:38:30 main:574] : INFO : Epoch 1618 | loss: 0.0311335 | val_loss: 0.031145 | Time: 1202.94 ms [2022-03-07 05:38:32 main:574] : INFO : Epoch 1619 | loss: 0.0311309 | val_loss: 0.0311449 | Time: 1215.17 ms [2022-03-07 05:38:33 main:574] : INFO : Epoch 1620 | loss: 0.0311313 | val_loss: 0.0311531 | Time: 1187.84 ms [2022-03-07 05:38:34 main:574] : INFO : Epoch 1621 | loss: 0.0311343 | val_loss: 0.0311598 | Time: 1201.02 ms [2022-03-07 05:38:35 main:574] : INFO : Epoch 1622 | loss: 0.0311362 | val_loss: 0.0311514 | Time: 1218.89 ms [2022-03-07 05:38:36 main:574] : INFO : Epoch 1623 | loss: 0.0311285 | val_loss: 0.0311512 | Time: 1189.69 ms [2022-03-07 05:38:38 main:574] : INFO : Epoch 1624 | loss: 0.0311309 | val_loss: 0.0311455 | Time: 1202.4 ms [2022-03-07 05:38:39 main:574] : INFO : Epoch 1625 | loss: 0.0311271 | val_loss: 0.0311464 | Time: 1205.45 ms [2022-03-07 05:38:40 main:574] : INFO : Epoch 1626 | loss: 0.031128 | val_loss: 0.0311454 | Time: 1199.42 ms [2022-03-07 05:38:41 main:574] : INFO : Epoch 1627 | loss: 0.0311252 | val_loss: 0.0311499 | Time: 1206.77 ms [2022-03-07 05:38:42 main:574] : INFO : Epoch 1628 | loss: 0.0311267 | val_loss: 0.0311485 | Time: 1211.67 ms [2022-03-07 05:38:44 main:574] : INFO : Epoch 1629 | loss: 0.0311285 | val_loss: 0.0311479 | Time: 1184.88 ms [2022-03-07 05:38:45 main:574] : INFO : Epoch 1630 | loss: 0.031126 | val_loss: 0.0311455 | Time: 1191.34 ms [2022-03-07 05:38:46 main:574] : INFO : Epoch 1631 | loss: 0.0311248 | val_loss: 0.0311439 | Time: 1202.48 ms [2022-03-07 05:38:47 main:574] : INFO : Epoch 1632 | loss: 0.0311237 | val_loss: 0.0311443 | Time: 1194.69 ms [2022-03-07 05:38:48 main:574] : INFO : Epoch 1633 | loss: 0.0311244 | val_loss: 0.031148 | Time: 1173.3 ms [2022-03-07 05:38:50 main:574] : INFO : Epoch 1634 | loss: 0.0311231 | val_loss: 0.0311442 | Time: 1208.16 ms [2022-03-07 05:38:51 main:574] : INFO : Epoch 1635 | loss: 0.0311232 | val_loss: 0.0311447 | Time: 1204.25 ms [2022-03-07 05:38:52 main:574] : INFO : Epoch 1636 | loss: 0.0311256 | val_loss: 0.0311444 | Time: 1213.44 ms [2022-03-07 05:38:53 main:574] : INFO : Epoch 1637 | loss: 0.0311243 | val_loss: 0.0311476 | Time: 1185.1 ms [2022-03-07 05:38:54 main:574] : INFO : Epoch 1638 | loss: 0.0311238 | val_loss: 0.0311487 | Time: 1199.8 ms [2022-03-07 05:38:56 main:574] : INFO : Epoch 1639 | loss: 0.031126 | val_loss: 0.0311472 | Time: 1205.04 ms [2022-03-07 05:38:57 main:574] : INFO : Epoch 1640 | loss: 0.0311271 | val_loss: 0.03115 | Time: 1186.09 ms [2022-03-07 05:38:58 main:574] : INFO : Epoch 1641 | loss: 0.0311228 | val_loss: 0.031146 | Time: 1204.51 ms [2022-03-07 05:38:59 main:574] : INFO : Epoch 1642 | loss: 0.0311223 | val_loss: 0.0311476 | Time: 1211.37 ms [2022-03-07 05:39:00 main:574] : INFO : Epoch 1643 | loss: 0.0311228 | val_loss: 0.0311453 | Time: 1202.59 ms [2022-03-07 05:39:02 main:574] : INFO : Epoch 1644 | loss: 0.0311277 | val_loss: 0.0311463 | Time: 1186.31 ms [2022-03-07 05:39:03 main:574] : INFO : Epoch 1645 | loss: 0.0311274 | val_loss: 0.0311469 | Time: 1196.36 ms [2022-03-07 05:39:04 main:574] : INFO : Epoch 1646 | loss: 0.0311248 | val_loss: 0.0311405 | Time: 1180.52 ms [2022-03-07 05:39:05 main:574] : INFO : Epoch 1647 | loss: 0.0311244 | val_loss: 0.0311414 | Time: 1179.44 ms [2022-03-07 05:39:06 main:574] : INFO : Epoch 1648 | loss: 0.0311257 | val_loss: 0.0311484 | Time: 1192.01 ms [2022-03-07 05:39:08 main:574] : INFO : Epoch 1649 | loss: 0.0311245 | val_loss: 0.0311459 | Time: 1192.26 ms [2022-03-07 05:39:09 main:574] : INFO : Epoch 1650 | loss: 0.0311236 | val_loss: 0.0311454 | Time: 1200.99 ms [2022-03-07 05:39:10 main:574] : INFO : Epoch 1651 | loss: 0.0311242 | val_loss: 0.0311456 | Time: 1206.92 ms [2022-03-07 05:39:11 main:574] : INFO : Epoch 1652 | loss: 0.0311242 | val_loss: 0.0311525 | Time: 1180.64 ms [2022-03-07 05:39:12 main:574] : INFO : Epoch 1653 | loss: 0.0311243 | val_loss: 0.031146 | Time: 1200.4 ms [2022-03-07 05:39:14 main:574] : INFO : Epoch 1654 | loss: 0.0311221 | val_loss: 0.0311476 | Time: 1225.22 ms [2022-03-07 05:39:15 main:574] : INFO : Epoch 1655 | loss: 0.0311245 | val_loss: 0.0311472 | Time: 1195.62 ms [2022-03-07 05:39:16 main:574] : INFO : Epoch 1656 | loss: 0.0311219 | val_loss: 0.0311495 | Time: 1193.84 ms [2022-03-07 05:39:17 main:574] : INFO : Epoch 1657 | loss: 0.0311217 | val_loss: 0.0311456 | Time: 1207.76 ms [2022-03-07 05:39:18 main:574] : INFO : Epoch 1658 | loss: 0.0311221 | val_loss: 0.0311471 | Time: 1193.33 ms [2022-03-07 05:39:20 main:574] : INFO : Epoch 1659 | loss: 0.0311252 | val_loss: 0.0311511 | Time: 1192.94 ms [2022-03-07 05:39:21 main:574] : INFO : Epoch 1660 | loss: 0.0311293 | val_loss: 0.0311523 | Time: 1191.87 ms [2022-03-07 05:39:22 main:574] : INFO : Epoch 1661 | loss: 0.0311315 | val_loss: 0.0311521 | Time: 1206.64 ms [2022-03-07 05:39:23 main:574] : INFO : Epoch 1662 | loss: 0.0311279 | val_loss: 0.0311474 | Time: 1184.52 ms [2022-03-07 05:39:24 main:574] : INFO : Epoch 1663 | loss: 0.0311357 | val_loss: 0.0311487 | Time: 1196.52 ms [2022-03-07 05:39:26 main:574] : INFO : Epoch 1664 | loss: 0.0311344 | val_loss: 0.0311478 | Time: 1175.45 ms [2022-03-07 05:39:27 main:574] : INFO : Epoch 1665 | loss: 0.0311338 | val_loss: 0.0311454 | Time: 1201.46 ms [2022-03-07 05:39:28 main:574] : INFO : Epoch 1666 | loss: 0.031131 | val_loss: 0.0311464 | Time: 1179.38 ms [2022-03-07 05:39:29 main:574] : INFO : Epoch 1667 | loss: 0.0311288 | val_loss: 0.0311449 | Time: 1193.36 ms [2022-03-07 05:39:30 main:574] : INFO : Epoch 1668 | loss: 0.0311271 | val_loss: 0.0311409 | Time: 1197.16 ms [2022-03-07 05:39:32 main:574] : INFO : Epoch 1669 | loss: 0.0311265 | val_loss: 0.0311427 | Time: 1200.93 ms [2022-03-07 05:39:33 main:574] : INFO : Epoch 1670 | loss: 0.0311273 | val_loss: 0.0311468 | Time: 1194.27 ms [2022-03-07 05:39:34 main:574] : INFO : Epoch 1671 | loss: 0.0311263 | val_loss: 0.031143 | Time: 1178.64 ms [2022-03-07 05:39:35 main:574] : INFO : Epoch 1672 | loss: 0.0311243 | val_loss: 0.031148 | Time: 1207.07 ms [2022-03-07 05:39:36 main:574] : INFO : Epoch 1673 | loss: 0.0311241 | val_loss: 0.0311459 | Time: 1201.44 ms [2022-03-07 05:39:38 main:574] : INFO : Epoch 1674 | loss: 0.0311225 | val_loss: 0.0311465 | Time: 1209.36 ms [2022-03-07 05:39:39 main:574] : INFO : Epoch 1675 | loss: 0.0311251 | val_loss: 0.0311437 | Time: 1191 ms [2022-03-07 05:39:40 main:574] : INFO : Epoch 1676 | loss: 0.0311223 | val_loss: 0.0311451 | Time: 1187.59 ms [2022-03-07 05:39:41 main:574] : INFO : Epoch 1677 | loss: 0.0311245 | val_loss: 0.0311439 | Time: 1213.86 ms [2022-03-07 05:39:42 main:574] : INFO : Epoch 1678 | loss: 0.0311238 | val_loss: 0.0311453 | Time: 1187.64 ms [2022-03-07 05:39:44 main:574] : INFO : Epoch 1679 | loss: 0.0311235 | val_loss: 0.0311503 | Time: 1212.25 ms [2022-03-07 05:39:45 main:574] : INFO : Epoch 1680 | loss: 0.0311287 | val_loss: 0.0311475 | Time: 1206.82 ms [2022-03-07 05:39:46 main:574] : INFO : Epoch 1681 | loss: 0.0311283 | val_loss: 0.0311509 | Time: 1194.26 ms [2022-03-07 05:39:47 main:574] : INFO : Epoch 1682 | loss: 0.0311253 | val_loss: 0.0311499 | Time: 1208.12 ms [2022-03-07 05:39:48 main:574] : INFO : Epoch 1683 | loss: 0.0311229 | val_loss: 0.0311463 | Time: 1187.48 ms [2022-03-07 05:39:50 main:574] : INFO : Epoch 1684 | loss: 0.0311248 | val_loss: 0.0311457 | Time: 1194.25 ms [2022-03-07 05:39:51 main:574] : INFO : Epoch 1685 | loss: 0.0311237 | val_loss: 0.0311452 | Time: 1207.22 ms [2022-03-07 05:39:52 main:574] : INFO : Epoch 1686 | loss: 0.0311259 | val_loss: 0.0311489 | Time: 1202.34 ms [2022-03-07 05:39:53 main:574] : INFO : Epoch 1687 | loss: 0.0311279 | val_loss: 0.0311476 | Time: 1209.59 ms [2022-03-07 05:39:54 main:574] : INFO : Epoch 1688 | loss: 0.0311256 | val_loss: 0.0311447 | Time: 1201.8 ms [2022-03-07 05:39:56 main:574] : INFO : Epoch 1689 | loss: 0.0311236 | val_loss: 0.0311435 | Time: 1174.86 ms [2022-03-07 05:39:57 main:574] : INFO : Epoch 1690 | loss: 0.0311227 | val_loss: 0.0311426 | Time: 1202.99 ms [2022-03-07 05:39:58 main:574] : INFO : Epoch 1691 | loss: 0.0311246 | val_loss: 0.0311437 | Time: 1177.27 ms [2022-03-07 05:39:59 main:574] : INFO : Epoch 1692 | loss: 0.0311233 | val_loss: 0.031147 | Time: 1221.41 ms [2022-03-07 05:40:00 main:574] : INFO : Epoch 1693 | loss: 0.0311215 | val_loss: 0.0311411 | Time: 1201.81 ms [2022-03-07 05:40:02 main:574] : INFO : Epoch 1694 | loss: 0.0311204 | val_loss: 0.0311431 | Time: 1200.5 ms [2022-03-07 05:40:03 main:574] : INFO : Epoch 1695 | loss: 0.0311195 | val_loss: 0.0311444 | Time: 1189.21 ms [2022-03-07 05:40:04 main:574] : INFO : Epoch 1696 | loss: 0.0311198 | val_loss: 0.0311388 | Time: 1175.35 ms [2022-03-07 05:40:05 main:574] : INFO : Epoch 1697 | loss: 0.0311226 | val_loss: 0.0311501 | Time: 1190.77 ms [2022-03-07 05:40:06 main:574] : INFO : Epoch 1698 | loss: 0.0311289 | val_loss: 0.0311466 | Time: 1191.77 ms [2022-03-07 05:40:07 main:574] : INFO : Epoch 1699 | loss: 0.0311255 | val_loss: 0.0311479 | Time: 1199.95 ms [2022-03-07 05:40:09 main:574] : INFO : Epoch 1700 | loss: 0.031122 | val_loss: 0.0311457 | Time: 1197.46 ms [2022-03-07 05:40:10 main:574] : INFO : Epoch 1701 | loss: 0.0311225 | val_loss: 0.0311435 | Time: 1196.69 ms [2022-03-07 05:40:11 main:574] : INFO : Epoch 1702 | loss: 0.0311236 | val_loss: 0.0311478 | Time: 1216.03 ms [2022-03-07 05:40:12 main:574] : INFO : Epoch 1703 | loss: 0.0311297 | val_loss: 0.0311499 | Time: 1209.39 ms [2022-03-07 05:40:13 main:574] : INFO : Epoch 1704 | loss: 0.0311306 | val_loss: 0.0311451 | Time: 1190.2 ms [2022-03-07 05:40:15 main:574] : INFO : Epoch 1705 | loss: 0.0311265 | val_loss: 0.0311493 | Time: 1202.34 ms [2022-03-07 05:40:16 main:574] : INFO : Epoch 1706 | loss: 0.0311255 | val_loss: 0.0311463 | Time: 1175.58 ms [2022-03-07 05:40:17 main:574] : INFO : Epoch 1707 | loss: 0.0311277 | val_loss: 0.0311465 | Time: 1217.1 ms [2022-03-07 05:40:18 main:574] : INFO : Epoch 1708 | loss: 0.0311301 | val_loss: 0.0311498 | Time: 1206.11 ms [2022-03-07 05:40:19 main:574] : INFO : Epoch 1709 | loss: 0.0311333 | val_loss: 0.0311493 | Time: 1179.83 ms [2022-03-07 05:40:21 main:574] : INFO : Epoch 1710 | loss: 0.0311319 | val_loss: 0.0311508 | Time: 1196.58 ms [2022-03-07 05:40:22 main:574] : INFO : Epoch 1711 | loss: 0.0311292 | val_loss: 0.0311451 | Time: 1198.69 ms [2022-03-07 05:40:23 main:574] : INFO : Epoch 1712 | loss: 0.0311275 | val_loss: 0.0311438 | Time: 1209.76 ms [2022-03-07 05:40:24 main:574] : INFO : Epoch 1713 | loss: 0.0311252 | val_loss: 0.0311434 | Time: 1196.63 ms [2022-03-07 05:40:25 main:574] : INFO : Epoch 1714 | loss: 0.031126 | val_loss: 0.0311457 | Time: 1191.66 ms [2022-03-07 05:40:27 main:574] : INFO : Epoch 1715 | loss: 0.0311247 | val_loss: 0.031147 | Time: 1198.15 ms [2022-03-07 05:40:28 main:574] : INFO : Epoch 1716 | loss: 0.0311225 | val_loss: 0.0311422 | Time: 1189.52 ms [2022-03-07 05:40:29 main:574] : INFO : Epoch 1717 | loss: 0.0311286 | val_loss: 0.0311786 | Time: 1203.07 ms [2022-03-07 05:40:30 main:574] : INFO : Epoch 1718 | loss: 0.0311717 | val_loss: 0.0311768 | Time: 1206.39 ms [2022-03-07 05:40:31 main:574] : INFO : Epoch 1719 | loss: 0.0311688 | val_loss: 0.0311698 | Time: 1184.98 ms [2022-03-07 05:40:33 main:574] : INFO : Epoch 1720 | loss: 0.0311653 | val_loss: 0.0311685 | Time: 1195.58 ms [2022-03-07 05:40:34 main:574] : INFO : Epoch 1721 | loss: 0.0311651 | val_loss: 0.031161 | Time: 1198.23 ms [2022-03-07 05:40:35 main:574] : INFO : Epoch 1722 | loss: 0.0311626 | val_loss: 0.031168 | Time: 1204.41 ms [2022-03-07 05:40:36 main:574] : INFO : Epoch 1723 | loss: 0.0311584 | val_loss: 0.0311609 | Time: 1207.14 ms [2022-03-07 05:40:37 main:574] : INFO : Epoch 1724 | loss: 0.0311534 | val_loss: 0.0311551 | Time: 1196.74 ms [2022-03-07 05:40:39 main:574] : INFO : Epoch 1725 | loss: 0.0311519 | val_loss: 0.0311574 | Time: 1199.34 ms [2022-03-07 05:40:40 main:574] : INFO : Epoch 1726 | loss: 0.0311522 | val_loss: 0.031154 | Time: 1187.03 ms [2022-03-07 05:40:41 main:574] : INFO : Epoch 1727 | loss: 0.0311521 | val_loss: 0.0311513 | Time: 1187.3 ms [2022-03-07 05:40:42 main:574] : INFO : Epoch 1728 | loss: 0.0311507 | val_loss: 0.0311503 | Time: 1183.12 ms [2022-03-07 05:40:43 main:574] : INFO : Epoch 1729 | loss: 0.0311487 | val_loss: 0.0311521 | Time: 1194.73 ms [2022-03-07 05:40:45 main:574] : INFO : Epoch 1730 | loss: 0.0311482 | val_loss: 0.0311485 | Time: 1206.94 ms [2022-03-07 05:40:46 main:574] : INFO : Epoch 1731 | loss: 0.0311442 | val_loss: 0.0311484 | Time: 1204.4 ms [2022-03-07 05:40:47 main:574] : INFO : Epoch 1732 | loss: 0.0311427 | val_loss: 0.031148 | Time: 1202.57 ms [2022-03-07 05:40:48 main:574] : INFO : Epoch 1733 | loss: 0.0311431 | val_loss: 0.03115 | Time: 1195.11 ms [2022-03-07 05:40:49 main:574] : INFO : Epoch 1734 | loss: 0.031156 | val_loss: 0.0311551 | Time: 1195.83 ms [2022-03-07 05:40:51 main:574] : INFO : Epoch 1735 | loss: 0.0311579 | val_loss: 0.031154 | Time: 1208.62 ms [2022-03-07 05:40:52 main:574] : INFO : Epoch 1736 | loss: 0.0311559 | val_loss: 0.0311514 | Time: 1198.57 ms [2022-03-07 05:40:53 main:574] : INFO : Epoch 1737 | loss: 0.0311548 | val_loss: 0.0311574 | Time: 1190.35 ms [2022-03-07 05:40:54 main:574] : INFO : Epoch 1738 | loss: 0.0311532 | val_loss: 0.0311502 | Time: 1208.72 ms [2022-03-07 05:40:55 main:574] : INFO : Epoch 1739 | loss: 0.0311505 | val_loss: 0.031156 | Time: 1203.47 ms [2022-03-07 05:40:57 main:574] : INFO : Epoch 1740 | loss: 0.0311515 | val_loss: 0.0311509 | Time: 1177.93 ms [2022-03-07 05:40:58 main:574] : INFO : Epoch 1741 | loss: 0.0311493 | val_loss: 0.0311508 | Time: 1190.59 ms [2022-03-07 05:40:59 main:574] : INFO : Epoch 1742 | loss: 0.031151 | val_loss: 0.031153 | Time: 1192.79 ms [2022-03-07 05:41:00 main:574] : INFO : Epoch 1743 | loss: 0.0311476 | val_loss: 0.0311488 | Time: 1195.63 ms [2022-03-07 05:41:01 main:574] : INFO : Epoch 1744 | loss: 0.0311451 | val_loss: 0.0311485 | Time: 1207.29 ms [2022-03-07 05:41:03 main:574] : INFO : Epoch 1745 | loss: 0.0311442 | val_loss: 0.0311481 | Time: 1205.02 ms [2022-03-07 05:41:04 main:574] : INFO : Epoch 1746 | loss: 0.0311458 | val_loss: 0.0311521 | Time: 1189.27 ms [2022-03-07 05:41:05 main:574] : INFO : Epoch 1747 | loss: 0.0311462 | val_loss: 0.0311485 | Time: 1178.95 ms [2022-03-07 05:41:06 main:574] : INFO : Epoch 1748 | loss: 0.0311517 | val_loss: 0.0311527 | Time: 1202.93 ms [2022-03-07 05:41:07 main:574] : INFO : Epoch 1749 | loss: 0.0311438 | val_loss: 0.031149 | Time: 1201.98 ms [2022-03-07 05:41:09 main:574] : INFO : Epoch 1750 | loss: 0.0311416 | val_loss: 0.0311483 | Time: 1196.78 ms [2022-03-07 05:41:10 main:574] : INFO : Epoch 1751 | loss: 0.0311433 | val_loss: 0.0311525 | Time: 1197.33 ms [2022-03-07 05:41:11 main:574] : INFO : Epoch 1752 | loss: 0.0311442 | val_loss: 0.031145 | Time: 1199.17 ms [2022-03-07 05:41:12 main:574] : INFO : Epoch 1753 | loss: 0.0311414 | val_loss: 0.0311479 | Time: 1193.89 ms [2022-03-07 05:41:13 main:574] : INFO : Epoch 1754 | loss: 0.0311409 | val_loss: 0.0311481 | Time: 1176.66 ms [2022-03-07 05:41:15 main:574] : INFO : Epoch 1755 | loss: 0.0311397 | val_loss: 0.0311456 | Time: 1203.5 ms [2022-03-07 05:41:16 main:574] : INFO : Epoch 1756 | loss: 0.0311397 | val_loss: 0.0311467 | Time: 1177.69 ms [2022-03-07 05:41:17 main:574] : INFO : Epoch 1757 | loss: 0.0311412 | val_loss: 0.0311482 | Time: 1199.51 ms [2022-03-07 05:41:18 main:574] : INFO : Epoch 1758 | loss: 0.0311387 | val_loss: 0.0311467 | Time: 1183.7 ms [2022-03-07 05:41:19 main:574] : INFO : Epoch 1759 | loss: 0.0311388 | val_loss: 0.0311465 | Time: 1199.42 ms [2022-03-07 05:41:21 main:574] : INFO : Epoch 1760 | loss: 0.0311408 | val_loss: 0.0311477 | Time: 1180.76 ms [2022-03-07 05:41:22 main:574] : INFO : Epoch 1761 | loss: 0.031141 | val_loss: 0.0311513 | Time: 1215.63 ms [2022-03-07 05:41:23 main:574] : INFO : Epoch 1762 | loss: 0.0311412 | val_loss: 0.0311505 | Time: 1190.54 ms [2022-03-07 05:41:24 main:574] : INFO : Epoch 1763 | loss: 0.0311386 | val_loss: 0.0311452 | Time: 1195.28 ms [2022-03-07 05:41:25 main:574] : INFO : Epoch 1764 | loss: 0.0311375 | val_loss: 0.0311465 | Time: 1167.43 ms [2022-03-07 05:41:27 main:574] : INFO : Epoch 1765 | loss: 0.0311419 | val_loss: 0.0311523 | Time: 1212.65 ms [2022-03-07 05:41:28 main:574] : INFO : Epoch 1766 | loss: 0.0311442 | val_loss: 0.0311487 | Time: 1205.41 ms [2022-03-07 05:41:29 main:574] : INFO : Epoch 1767 | loss: 0.0311397 | val_loss: 0.0311468 | Time: 1176.06 ms [2022-03-07 05:41:30 main:574] : INFO : Epoch 1768 | loss: 0.0311406 | val_loss: 0.031148 | Time: 1199.01 ms [2022-03-07 05:41:31 main:574] : INFO : Epoch 1769 | loss: 0.0311382 | val_loss: 0.031147 | Time: 1203.33 ms [2022-03-07 05:41:32 main:574] : INFO : Epoch 1770 | loss: 0.0311361 | val_loss: 0.0311481 | Time: 1188.9 ms [2022-03-07 05:41:34 main:574] : INFO : Epoch 1771 | loss: 0.0311385 | val_loss: 0.0311516 | Time: 1207.42 ms [2022-03-07 05:41:35 main:574] : INFO : Epoch 1772 | loss: 0.0311357 | val_loss: 0.0311505 | Time: 1212.15 ms [2022-03-07 05:41:36 main:574] : INFO : Epoch 1773 | loss: 0.0311351 | val_loss: 0.0311499 | Time: 1203.47 ms [2022-03-07 05:41:37 main:574] : INFO : Epoch 1774 | loss: 0.0311344 | val_loss: 0.0311489 | Time: 1214.73 ms [2022-03-07 05:41:39 main:574] : INFO : Epoch 1775 | loss: 0.0311336 | val_loss: 0.0311507 | Time: 1212.53 ms [2022-03-07 05:41:40 main:574] : INFO : Epoch 1776 | loss: 0.0311329 | val_loss: 0.0311492 | Time: 1188.34 ms [2022-03-07 05:41:41 main:574] : INFO : Epoch 1777 | loss: 0.0311355 | val_loss: 0.0311504 | Time: 1194.71 ms [2022-03-07 05:41:42 main:574] : INFO : Epoch 1778 | loss: 0.0311359 | val_loss: 0.0311503 | Time: 1185.7 ms [2022-03-07 05:41:43 main:574] : INFO : Epoch 1779 | loss: 0.0311343 | val_loss: 0.0311509 | Time: 1207.96 ms [2022-03-07 05:41:45 main:574] : INFO : Epoch 1780 | loss: 0.0311383 | val_loss: 0.0311522 | Time: 1192.83 ms [2022-03-07 05:41:46 main:574] : INFO : Epoch 1781 | loss: 0.0311365 | val_loss: 0.0311495 | Time: 1200.69 ms [2022-03-07 05:41:47 main:574] : INFO : Epoch 1782 | loss: 0.0311352 | val_loss: 0.0311507 | Time: 1208.74 ms [2022-03-07 05:41:48 main:574] : INFO : Epoch 1783 | loss: 0.0311362 | val_loss: 0.0311546 | Time: 1188.95 ms [2022-03-07 05:41:49 main:574] : INFO : Epoch 1784 | loss: 0.0311358 | val_loss: 0.0311504 | Time: 1193 ms [2022-03-07 05:41:51 main:574] : INFO : Epoch 1785 | loss: 0.031134 | val_loss: 0.0311489 | Time: 1199.08 ms [2022-03-07 05:41:52 main:574] : INFO : Epoch 1786 | loss: 0.0311336 | val_loss: 0.0311523 | Time: 1204.24 ms [2022-03-07 05:41:53 main:574] : INFO : Epoch 1787 | loss: 0.0311358 | val_loss: 0.0311483 | Time: 1208.99 ms [2022-03-07 05:41:54 main:574] : INFO : Epoch 1788 | loss: 0.0311351 | val_loss: 0.0311499 | Time: 1181.85 ms [2022-03-07 05:41:55 main:574] : INFO : Epoch 1789 | loss: 0.0311337 | val_loss: 0.0311496 | Time: 1180.41 ms [2022-03-07 05:41:57 main:574] : INFO : Epoch 1790 | loss: 0.0311327 | val_loss: 0.0311502 | Time: 1210.65 ms [2022-03-07 05:41:58 main:574] : INFO : Epoch 1791 | loss: 0.0311325 | val_loss: 0.0311493 | Time: 1211.33 ms [2022-03-07 05:41:59 main:574] : INFO : Epoch 1792 | loss: 0.0311319 | val_loss: 0.0311492 | Time: 1192.61 ms [2022-03-07 05:42:00 main:574] : INFO : Epoch 1793 | loss: 0.0311319 | val_loss: 0.0311499 | Time: 1205.23 ms [2022-03-07 05:42:01 main:574] : INFO : Epoch 1794 | loss: 0.0311332 | val_loss: 0.0311491 | Time: 1204.83 ms [2022-03-07 05:42:03 main:574] : INFO : Epoch 1795 | loss: 0.0311332 | val_loss: 0.0311504 | Time: 1201.3 ms [2022-03-07 05:42:04 main:574] : INFO : Epoch 1796 | loss: 0.0311332 | val_loss: 0.0311523 | Time: 1198.58 ms [2022-03-07 05:42:05 main:574] : INFO : Epoch 1797 | loss: 0.0311328 | val_loss: 0.0311474 | Time: 1195.91 ms [2022-03-07 05:42:06 main:574] : INFO : Epoch 1798 | loss: 0.0311326 | val_loss: 0.0311538 | Time: 1196.82 ms [2022-03-07 05:42:07 main:574] : INFO : Epoch 1799 | loss: 0.0311312 | val_loss: 0.0311494 | Time: 1166.72 ms [2022-03-07 05:42:09 main:574] : INFO : Epoch 1800 | loss: 0.0311347 | val_loss: 0.0311484 | Time: 1187.74 ms [2022-03-07 05:42:10 main:574] : INFO : Epoch 1801 | loss: 0.0311343 | val_loss: 0.031151 | Time: 1184.22 ms [2022-03-07 05:42:11 main:574] : INFO : Epoch 1802 | loss: 0.0311334 | val_loss: 0.0311493 | Time: 1178.85 ms [2022-03-07 05:42:12 main:574] : INFO : Epoch 1803 | loss: 0.0311323 | val_loss: 0.0311548 | Time: 1198.74 ms [2022-03-07 05:42:13 main:574] : INFO : Epoch 1804 | loss: 0.0311333 | val_loss: 0.0311494 | Time: 1190.93 ms [2022-03-07 05:42:15 main:574] : INFO : Epoch 1805 | loss: 0.0311318 | val_loss: 0.0311484 | Time: 1192.03 ms [2022-03-07 05:42:16 main:574] : INFO : Epoch 1806 | loss: 0.0311317 | val_loss: 0.0311514 | Time: 1194.33 ms [2022-03-07 05:42:17 main:574] : INFO : Epoch 1807 | loss: 0.0311331 | val_loss: 0.0311499 | Time: 1189.43 ms [2022-03-07 05:42:18 main:574] : INFO : Epoch 1808 | loss: 0.0311329 | val_loss: 0.0311496 | Time: 1165.93 ms [2022-03-07 05:42:19 main:574] : INFO : Epoch 1809 | loss: 0.0311309 | val_loss: 0.0311467 | Time: 1198.89 ms [2022-03-07 05:42:20 main:574] : INFO : Epoch 1810 | loss: 0.0311292 | val_loss: 0.0311463 | Time: 1175.16 ms [2022-03-07 05:42:22 main:574] : INFO : Epoch 1811 | loss: 0.0311313 | val_loss: 0.0311481 | Time: 1203.83 ms [2022-03-07 05:42:23 main:574] : INFO : Epoch 1812 | loss: 0.0311303 | val_loss: 0.0311463 | Time: 1191.15 ms [2022-03-07 05:42:24 main:574] : INFO : Epoch 1813 | loss: 0.0311297 | val_loss: 0.0311454 | Time: 1195.78 ms [2022-03-07 05:42:25 main:574] : INFO : Epoch 1814 | loss: 0.0311285 | val_loss: 0.0311462 | Time: 1202.73 ms [2022-03-07 05:42:26 main:574] : INFO : Epoch 1815 | loss: 0.0311297 | val_loss: 0.0311474 | Time: 1193.41 ms [2022-03-07 05:42:28 main:574] : INFO : Epoch 1816 | loss: 0.031128 | val_loss: 0.0311494 | Time: 1214.78 ms [2022-03-07 05:42:29 main:574] : INFO : Epoch 1817 | loss: 0.0311298 | val_loss: 0.0311464 | Time: 1194.77 ms [2022-03-07 05:42:30 main:574] : INFO : Epoch 1818 | loss: 0.0311276 | val_loss: 0.0311472 | Time: 1210.46 ms [2022-03-07 05:42:31 main:574] : INFO : Epoch 1819 | loss: 0.0311297 | val_loss: 0.0311535 | Time: 1181.36 ms [2022-03-07 05:42:32 main:574] : INFO : Epoch 1820 | loss: 0.0311288 | val_loss: 0.0311451 | Time: 1186.67 ms [2022-03-07 05:42:34 main:574] : INFO : Epoch 1821 | loss: 0.0311275 | val_loss: 0.0311477 | Time: 1206.49 ms [2022-03-07 05:42:35 main:574] : INFO : Epoch 1822 | loss: 0.0311275 | val_loss: 0.0311485 | Time: 1210.96 ms [2022-03-07 05:42:36 main:574] : INFO : Epoch 1823 | loss: 0.0311284 | val_loss: 0.0311477 | Time: 1206.88 ms [2022-03-07 05:42:37 main:574] : INFO : Epoch 1824 | loss: 0.0311282 | val_loss: 0.0311481 | Time: 1215.61 ms [2022-03-07 05:42:38 main:574] : INFO : Epoch 1825 | loss: 0.0311277 | val_loss: 0.0311495 | Time: 1167.53 ms [2022-03-07 05:42:40 main:574] : INFO : Epoch 1826 | loss: 0.0311298 | val_loss: 0.0311509 | Time: 1172.79 ms [2022-03-07 05:42:41 main:574] : INFO : Epoch 1827 | loss: 0.0311273 | val_loss: 0.0311479 | Time: 1188.84 ms [2022-03-07 05:42:42 main:574] : INFO : Epoch 1828 | loss: 0.0311271 | val_loss: 0.0311502 | Time: 1201.78 ms [2022-03-07 05:42:43 main:574] : INFO : Epoch 1829 | loss: 0.0311296 | val_loss: 0.0311479 | Time: 1187.21 ms [2022-03-07 05:42:44 main:574] : INFO : Epoch 1830 | loss: 0.031128 | val_loss: 0.031147 | Time: 1189.81 ms [2022-03-07 05:42:46 main:574] : INFO : Epoch 1831 | loss: 0.0311299 | val_loss: 0.0311483 | Time: 1202.81 ms [2022-03-07 05:42:47 main:574] : INFO : Epoch 1832 | loss: 0.0311283 | val_loss: 0.0311473 | Time: 1209.32 ms [2022-03-07 05:42:48 main:574] : INFO : Epoch 1833 | loss: 0.0311269 | val_loss: 0.0311464 | Time: 1209.99 ms [2022-03-07 05:42:49 main:574] : INFO : Epoch 1834 | loss: 0.0311273 | val_loss: 0.0311498 | Time: 1201.37 ms [2022-03-07 05:42:50 main:574] : INFO : Epoch 1835 | loss: 0.0311287 | val_loss: 0.0311506 | Time: 1210.05 ms [2022-03-07 05:42:52 main:574] : INFO : Epoch 1836 | loss: 0.0311273 | val_loss: 0.0311513 | Time: 1188.97 ms [2022-03-07 05:42:53 main:574] : INFO : Epoch 1837 | loss: 0.0311265 | val_loss: 0.031152 | Time: 1197.41 ms [2022-03-07 05:42:54 main:574] : INFO : Epoch 1838 | loss: 0.0311289 | val_loss: 0.0311645 | Time: 1211.63 ms [2022-03-07 05:42:55 main:574] : INFO : Epoch 1839 | loss: 0.0311304 | val_loss: 0.0311531 | Time: 1194.3 ms [2022-03-07 05:42:56 main:574] : INFO : Epoch 1840 | loss: 0.0311263 | val_loss: 0.0311511 | Time: 1188.96 ms [2022-03-07 05:42:58 main:574] : INFO : Epoch 1841 | loss: 0.0311258 | val_loss: 0.0311496 | Time: 1212 ms [2022-03-07 05:42:59 main:574] : INFO : Epoch 1842 | loss: 0.0311256 | val_loss: 0.0311498 | Time: 1206.42 ms [2022-03-07 05:43:00 main:574] : INFO : Epoch 1843 | loss: 0.0311242 | val_loss: 0.0311521 | Time: 1193.24 ms [2022-03-07 05:43:01 main:574] : INFO : Epoch 1844 | loss: 0.031125 | val_loss: 0.0311512 | Time: 1209.68 ms [2022-03-07 05:43:02 main:574] : INFO : Epoch 1845 | loss: 0.0311243 | val_loss: 0.0311494 | Time: 1182.63 ms [2022-03-07 05:43:04 main:574] : INFO : Epoch 1846 | loss: 0.0311245 | val_loss: 0.0311524 | Time: 1218.8 ms [2022-03-07 05:43:05 main:574] : INFO : Epoch 1847 | loss: 0.031125 | val_loss: 0.0311547 | Time: 1193.24 ms [2022-03-07 05:43:06 main:574] : INFO : Epoch 1848 | loss: 0.0311263 | val_loss: 0.0311496 | Time: 1199.99 ms [2022-03-07 05:43:07 main:574] : INFO : Epoch 1849 | loss: 0.031123 | val_loss: 0.0311484 | Time: 1201.42 ms [2022-03-07 05:43:08 main:574] : INFO : Epoch 1850 | loss: 0.0311216 | val_loss: 0.0311467 | Time: 1200.48 ms [2022-03-07 05:43:10 main:574] : INFO : Epoch 1851 | loss: 0.0311219 | val_loss: 0.0311509 | Time: 1190.6 ms [2022-03-07 05:43:11 main:574] : INFO : Epoch 1852 | loss: 0.0311226 | val_loss: 0.0311493 | Time: 1192.07 ms [2022-03-07 05:43:12 main:574] : INFO : Epoch 1853 | loss: 0.0311377 | val_loss: 0.031153 | Time: 1191.52 ms [2022-03-07 05:43:13 main:574] : INFO : Epoch 1854 | loss: 0.0311368 | val_loss: 0.0311504 | Time: 1203.03 ms [2022-03-07 05:43:14 main:574] : INFO : Epoch 1855 | loss: 0.031134 | val_loss: 0.0311492 | Time: 1205.68 ms [2022-03-07 05:43:16 main:574] : INFO : Epoch 1856 | loss: 0.0311323 | val_loss: 0.0311487 | Time: 1208.78 ms [2022-03-07 05:43:17 main:574] : INFO : Epoch 1857 | loss: 0.0311315 | val_loss: 0.0311483 | Time: 1214.48 ms [2022-03-07 05:43:18 main:574] : INFO : Epoch 1858 | loss: 0.0311333 | val_loss: 0.0311504 | Time: 1201.81 ms [2022-03-07 05:43:19 main:574] : INFO : Epoch 1859 | loss: 0.0311327 | val_loss: 0.0311484 | Time: 1187.23 ms [2022-03-07 05:43:20 main:574] : INFO : Epoch 1860 | loss: 0.0311304 | val_loss: 0.0311477 | Time: 1180.42 ms [2022-03-07 05:43:22 main:574] : INFO : Epoch 1861 | loss: 0.0311288 | val_loss: 0.0311465 | Time: 1207.14 ms [2022-03-07 05:43:23 main:574] : INFO : Epoch 1862 | loss: 0.0311301 | val_loss: 0.0311571 | Time: 1210.66 ms [2022-03-07 05:43:24 main:574] : INFO : Epoch 1863 | loss: 0.0311304 | val_loss: 0.0311492 | Time: 1182.58 ms [2022-03-07 05:43:25 main:574] : INFO : Epoch 1864 | loss: 0.031127 | val_loss: 0.0311478 | Time: 1218.48 ms [2022-03-07 05:43:26 main:574] : INFO : Epoch 1865 | loss: 0.0311273 | val_loss: 0.0311519 | Time: 1197.93 ms [2022-03-07 05:43:28 main:574] : INFO : Epoch 1866 | loss: 0.0311282 | val_loss: 0.0311447 | Time: 1215.27 ms [2022-03-07 05:43:29 main:574] : INFO : Epoch 1867 | loss: 0.0311284 | val_loss: 0.0311453 | Time: 1199.99 ms [2022-03-07 05:43:30 main:574] : INFO : Epoch 1868 | loss: 0.0311253 | val_loss: 0.0311446 | Time: 1197.82 ms [2022-03-07 05:43:31 main:574] : INFO : Epoch 1869 | loss: 0.0311239 | val_loss: 0.031147 | Time: 1170.72 ms [2022-03-07 05:43:32 main:574] : INFO : Epoch 1870 | loss: 0.0311253 | val_loss: 0.0311452 | Time: 1201.3 ms [2022-03-07 05:43:34 main:574] : INFO : Epoch 1871 | loss: 0.0311298 | val_loss: 0.0311543 | Time: 1186.96 ms [2022-03-07 05:43:35 main:574] : INFO : Epoch 1872 | loss: 0.0311301 | val_loss: 0.0311671 | Time: 1196.29 ms [2022-03-07 05:43:36 main:574] : INFO : Epoch 1873 | loss: 0.0314847 | val_loss: 0.035703 | Time: 1201.15 ms [2022-03-07 05:43:37 main:574] : INFO : Epoch 1874 | loss: 0.044015 | val_loss: 0.0327277 | Time: 1203.61 ms [2022-03-07 05:43:38 main:574] : INFO : Epoch 1875 | loss: 0.0449171 | val_loss: 0.0363121 | Time: 1193.21 ms [2022-03-07 05:43:40 main:574] : INFO : Epoch 1876 | loss: 0.0327985 | val_loss: 0.0317271 | Time: 1207.89 ms [2022-03-07 05:43:41 main:574] : INFO : Epoch 1877 | loss: 0.031478 | val_loss: 0.0312889 | Time: 1196.97 ms [2022-03-07 05:43:42 main:574] : INFO : Epoch 1878 | loss: 0.031266 | val_loss: 0.0312417 | Time: 1199.01 ms [2022-03-07 05:43:43 main:574] : INFO : Epoch 1879 | loss: 0.0312329 | val_loss: 0.0312262 | Time: 1188.68 ms [2022-03-07 05:43:44 main:574] : INFO : Epoch 1880 | loss: 0.0312214 | val_loss: 0.0312166 | Time: 1203.92 ms [2022-03-07 05:43:46 main:574] : INFO : Epoch 1881 | loss: 0.0312149 | val_loss: 0.0312118 | Time: 1190.28 ms [2022-03-07 05:43:47 main:574] : INFO : Epoch 1882 | loss: 0.0312111 | val_loss: 0.031207 | Time: 1194.76 ms [2022-03-07 05:43:48 main:574] : INFO : Epoch 1883 | loss: 0.0312074 | val_loss: 0.0312044 | Time: 1191.62 ms [2022-03-07 05:43:49 main:574] : INFO : Epoch 1884 | loss: 0.0312055 | val_loss: 0.031202 | Time: 1194.88 ms [2022-03-07 05:43:50 main:574] : INFO : Epoch 1885 | loss: 0.0312044 | val_loss: 0.0312016 | Time: 1202.27 ms [2022-03-07 05:43:52 main:574] : INFO : Epoch 1886 | loss: 0.0312028 | val_loss: 0.0312 | Time: 1168.46 ms [2022-03-07 05:43:53 main:574] : INFO : Epoch 1887 | loss: 0.0312011 | val_loss: 0.0311979 | Time: 1192.06 ms [2022-03-07 05:43:54 main:574] : INFO : Epoch 1888 | loss: 0.0311997 | val_loss: 0.0311967 | Time: 1187.97 ms [2022-03-07 05:43:55 main:574] : INFO : Epoch 1889 | loss: 0.0311989 | val_loss: 0.0311953 | Time: 1204.27 ms [2022-03-07 05:43:56 main:574] : INFO : Epoch 1890 | loss: 0.0311986 | val_loss: 0.0311946 | Time: 1195.76 ms [2022-03-07 05:43:58 main:574] : INFO : Epoch 1891 | loss: 0.0311977 | val_loss: 0.031194 | Time: 1191.46 ms [2022-03-07 05:43:59 main:574] : INFO : Epoch 1892 | loss: 0.0311965 | val_loss: 0.0311932 | Time: 1191.1 ms [2022-03-07 05:44:00 main:574] : INFO : Epoch 1893 | loss: 0.0311958 | val_loss: 0.0311929 | Time: 1202.13 ms [2022-03-07 05:44:01 main:574] : INFO : Epoch 1894 | loss: 0.0311954 | val_loss: 0.0311923 | Time: 1204.89 ms [2022-03-07 05:44:02 main:574] : INFO : Epoch 1895 | loss: 0.0311949 | val_loss: 0.0311914 | Time: 1194.85 ms [2022-03-07 05:44:04 main:574] : INFO : Epoch 1896 | loss: 0.0311944 | val_loss: 0.0311907 | Time: 1212.74 ms [2022-03-07 05:44:05 main:574] : INFO : Epoch 1897 | loss: 0.0311938 | val_loss: 0.0311902 | Time: 1199.84 ms [2022-03-07 05:44:06 main:574] : INFO : Epoch 1898 | loss: 0.031193 | val_loss: 0.03119 | Time: 1211.63 ms [2022-03-07 05:44:07 main:574] : INFO : Epoch 1899 | loss: 0.0311932 | val_loss: 0.0311891 | Time: 1184.7 ms [2022-03-07 05:44:08 main:574] : INFO : Epoch 1900 | loss: 0.0311928 | val_loss: 0.0311894 | Time: 1173.39 ms [2022-03-07 05:44:10 main:574] : INFO : Epoch 1901 | loss: 0.0311921 | val_loss: 0.0311889 | Time: 1181.86 ms [2022-03-07 05:44:11 main:574] : INFO : Epoch 1902 | loss: 0.0311926 | val_loss: 0.0311892 | Time: 1213.35 ms [2022-03-07 05:44:12 main:574] : INFO : Epoch 1903 | loss: 0.031192 | val_loss: 0.0311895 | Time: 1194.16 ms [2022-03-07 05:44:13 main:574] : INFO : Epoch 1904 | loss: 0.0311914 | val_loss: 0.0311888 | Time: 1209.87 ms [2022-03-07 05:44:14 main:574] : INFO : Epoch 1905 | loss: 0.0311917 | val_loss: 0.0311884 | Time: 1211.3 ms [2022-03-07 05:44:16 main:574] : INFO : Epoch 1906 | loss: 0.0311908 | val_loss: 0.0311883 | Time: 1183.13 ms [2022-03-07 05:44:17 main:574] : INFO : Epoch 1907 | loss: 0.0311905 | val_loss: 0.0311882 | Time: 1211.97 ms [2022-03-07 05:44:18 main:574] : INFO : Epoch 1908 | loss: 0.0311904 | val_loss: 0.0311881 | Time: 1187.03 ms [2022-03-07 05:44:19 main:574] : INFO : Epoch 1909 | loss: 0.0311905 | val_loss: 0.0311879 | Time: 1199.71 ms [2022-03-07 05:44:20 main:574] : INFO : Epoch 1910 | loss: 0.03119 | val_loss: 0.0311879 | Time: 1179.56 ms [2022-03-07 05:44:22 main:574] : INFO : Epoch 1911 | loss: 0.0311902 | val_loss: 0.031188 | Time: 1205.39 ms [2022-03-07 05:44:23 main:574] : INFO : Epoch 1912 | loss: 0.0311909 | val_loss: 0.0311883 | Time: 1206.44 ms [2022-03-07 05:44:24 main:574] : INFO : Epoch 1913 | loss: 0.0311913 | val_loss: 0.0311892 | Time: 1209.59 ms [2022-03-07 05:44:25 main:574] : INFO : Epoch 1914 | loss: 0.0311909 | val_loss: 0.0311881 | Time: 1197.77 ms [2022-03-07 05:44:26 main:574] : INFO : Epoch 1915 | loss: 0.0311908 | val_loss: 0.0311899 | Time: 1182.24 ms [2022-03-07 05:44:28 main:574] : INFO : Epoch 1916 | loss: 0.0311919 | val_loss: 0.0311883 | Time: 1183.47 ms [2022-03-07 05:44:29 main:574] : INFO : Epoch 1917 | loss: 0.0311913 | val_loss: 0.0311865 | Time: 1198.34 ms [2022-03-07 05:44:30 main:574] : INFO : Epoch 1918 | loss: 0.0311897 | val_loss: 0.0311862 | Time: 1200.87 ms [2022-03-07 05:44:31 main:574] : INFO : Epoch 1919 | loss: 0.0311894 | val_loss: 0.0311863 | Time: 1189.24 ms [2022-03-07 05:44:32 main:574] : INFO : Epoch 1920 | loss: 0.0311893 | val_loss: 0.0311855 | Time: 1206.81 ms [2022-03-07 05:44:34 main:574] : INFO : Epoch 1921 | loss: 0.0311894 | val_loss: 0.031185 | Time: 1200.5 ms [2022-03-07 05:44:35 main:574] : INFO : Epoch 1922 | loss: 0.0311895 | val_loss: 0.0311856 | Time: 1195.71 ms [2022-03-07 05:44:36 main:574] : INFO : Epoch 1923 | loss: 0.0311887 | val_loss: 0.0311857 | Time: 1171.89 ms [2022-03-07 05:44:37 main:574] : INFO : Epoch 1924 | loss: 0.0311887 | val_loss: 0.0311859 | Time: 1197.97 ms [2022-03-07 05:44:38 main:574] : INFO : Epoch 1925 | loss: 0.0311883 | val_loss: 0.0311862 | Time: 1215.51 ms [2022-03-07 05:44:39 main:574] : INFO : Epoch 1926 | loss: 0.0311889 | val_loss: 0.031186 | Time: 1197.9 ms [2022-03-07 05:44:41 main:574] : INFO : Epoch 1927 | loss: 0.0311878 | val_loss: 0.0311853 | Time: 1185.32 ms [2022-03-07 05:44:42 main:574] : INFO : Epoch 1928 | loss: 0.0311875 | val_loss: 0.0311846 | Time: 1191.88 ms [2022-03-07 05:44:43 main:574] : INFO : Epoch 1929 | loss: 0.0311872 | val_loss: 0.0311845 | Time: 1196.38 ms [2022-03-07 05:44:44 main:574] : INFO : Epoch 1930 | loss: 0.0311875 | val_loss: 0.0311846 | Time: 1207.37 ms [2022-03-07 05:44:45 main:574] : INFO : Epoch 1931 | loss: 0.0311873 | val_loss: 0.0311842 | Time: 1208.98 ms [2022-03-07 05:44:47 main:574] : INFO : Epoch 1932 | loss: 0.0311873 | val_loss: 0.0311843 | Time: 1186.55 ms [2022-03-07 05:44:48 main:574] : INFO : Epoch 1933 | loss: 0.031187 | val_loss: 0.0311844 | Time: 1188.32 ms [2022-03-07 05:44:49 main:574] : INFO : Epoch 1934 | loss: 0.0311867 | val_loss: 0.0311849 | Time: 1203.88 ms [2022-03-07 05:44:50 main:574] : INFO : Epoch 1935 | loss: 0.0311865 | val_loss: 0.0311841 | Time: 1177.64 ms [2022-03-07 05:44:51 main:574] : INFO : Epoch 1936 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 1208.98 ms [2022-03-07 05:44:53 main:574] : INFO : Epoch 1937 | loss: 0.0311861 | val_loss: 0.0311841 | Time: 1197.23 ms [2022-03-07 05:44:54 main:574] : INFO : Epoch 1938 | loss: 0.031186 | val_loss: 0.0311839 | Time: 1177.36 ms [2022-03-07 05:44:55 main:574] : INFO : Epoch 1939 | loss: 0.0311864 | val_loss: 0.0311854 | Time: 1197.62 ms [2022-03-07 05:44:56 main:574] : INFO : Epoch 1940 | loss: 0.0311871 | val_loss: 0.0311842 | Time: 1203.06 ms [2022-03-07 05:44:57 main:574] : INFO : Epoch 1941 | loss: 0.0311875 | val_loss: 0.0311888 | Time: 1177.56 ms [2022-03-07 05:44:59 main:574] : INFO : Epoch 1942 | loss: 0.0311876 | val_loss: 0.0311841 | Time: 1200.61 ms [2022-03-07 05:45:00 main:574] : INFO : Epoch 1943 | loss: 0.0311888 | val_loss: 0.0311867 | Time: 1199.11 ms [2022-03-07 05:45:01 main:574] : INFO : Epoch 1944 | loss: 0.0311891 | val_loss: 0.0311844 | Time: 1202.28 ms [2022-03-07 05:45:02 main:574] : INFO : Epoch 1945 | loss: 0.0311891 | val_loss: 0.0311841 | Time: 1202.25 ms [2022-03-07 05:45:03 main:574] : INFO : Epoch 1946 | loss: 0.0311881 | val_loss: 0.0311832 | Time: 1194.07 ms [2022-03-07 05:45:05 main:574] : INFO : Epoch 1947 | loss: 0.0311869 | val_loss: 0.0311824 | Time: 1201.82 ms [2022-03-07 05:45:06 main:574] : INFO : Epoch 1948 | loss: 0.0311864 | val_loss: 0.0311822 | Time: 1205.43 ms [2022-03-07 05:45:07 main:574] : INFO : Epoch 1949 | loss: 0.0311869 | val_loss: 0.031186 | Time: 1196.35 ms [2022-03-07 05:45:08 main:574] : INFO : Epoch 1950 | loss: 0.0311887 | val_loss: 0.0311857 | Time: 1194.02 ms [2022-03-07 05:45:09 main:574] : INFO : Epoch 1951 | loss: 0.0311885 | val_loss: 0.0311854 | Time: 1222.36 ms [2022-03-07 05:45:11 main:574] : INFO : Epoch 1952 | loss: 0.0311883 | val_loss: 0.0311865 | Time: 1178.52 ms [2022-03-07 05:45:12 main:574] : INFO : Epoch 1953 | loss: 0.0311875 | val_loss: 0.0311864 | Time: 1203.97 ms [2022-03-07 05:45:13 main:574] : INFO : Epoch 1954 | loss: 0.0311881 | val_loss: 0.0311882 | Time: 1195.24 ms [2022-03-07 05:45:14 main:574] : INFO : Epoch 1955 | loss: 0.0311878 | val_loss: 0.031186 | Time: 1198.42 ms [2022-03-07 05:45:15 main:574] : INFO : Epoch 1956 | loss: 0.0311875 | val_loss: 0.0311863 | Time: 1188.98 ms [2022-03-07 05:45:17 main:574] : INFO : Epoch 1957 | loss: 0.0311883 | val_loss: 0.0311854 | Time: 1204.43 ms [2022-03-07 05:45:18 main:574] : INFO : Epoch 1958 | loss: 0.0311872 | val_loss: 0.0311864 | Time: 1183.47 ms [2022-03-07 05:45:19 main:574] : INFO : Epoch 1959 | loss: 0.0311873 | val_loss: 0.0311858 | Time: 1182.86 ms [2022-03-07 05:45:20 main:574] : INFO : Epoch 1960 | loss: 0.0311872 | val_loss: 0.0311859 | Time: 1196.62 ms [2022-03-07 05:45:21 main:574] : INFO : Epoch 1961 | loss: 0.0311862 | val_loss: 0.0311854 | Time: 1191.59 ms [2022-03-07 05:45:23 main:574] : INFO : Epoch 1962 | loss: 0.031186 | val_loss: 0.0311861 | Time: 1209.11 ms [2022-03-07 05:45:24 main:574] : INFO : Epoch 1963 | loss: 0.0311858 | val_loss: 0.031187 | Time: 1193.86 ms [2022-03-07 05:45:25 main:574] : INFO : Epoch 1964 | loss: 0.0311877 | val_loss: 0.0311849 | Time: 1199.33 ms [2022-03-07 05:45:26 main:574] : INFO : Epoch 1965 | loss: 0.0311866 | val_loss: 0.0311846 | Time: 1194.06 ms [2022-03-07 05:45:27 main:574] : INFO : Epoch 1966 | loss: 0.031188 | val_loss: 0.0311847 | Time: 1193.1 ms [2022-03-07 05:45:29 main:574] : INFO : Epoch 1967 | loss: 0.0311851 | val_loss: 0.0311829 | Time: 1205.13 ms [2022-03-07 05:45:30 main:574] : INFO : Epoch 1968 | loss: 0.0311843 | val_loss: 0.0311831 | Time: 1177.23 ms [2022-03-07 05:45:31 main:574] : INFO : Epoch 1969 | loss: 0.0311841 | val_loss: 0.0311843 | Time: 1191.25 ms [2022-03-07 05:45:32 main:574] : INFO : Epoch 1970 | loss: 0.0311844 | val_loss: 0.0311842 | Time: 1198.2 ms [2022-03-07 05:45:33 main:574] : INFO : Epoch 1971 | loss: 0.0311843 | val_loss: 0.0311822 | Time: 1180.22 ms [2022-03-07 05:45:35 main:574] : INFO : Epoch 1972 | loss: 0.0311838 | val_loss: 0.0311819 | Time: 1191.31 ms [2022-03-07 05:45:36 main:574] : INFO : Epoch 1973 | loss: 0.0311835 | val_loss: 0.031182 | Time: 1208.78 ms [2022-03-07 05:45:37 main:574] : INFO : Epoch 1974 | loss: 0.0311836 | val_loss: 0.0311823 | Time: 1193.66 ms [2022-03-07 05:45:38 main:574] : INFO : Epoch 1975 | loss: 0.0311829 | val_loss: 0.0311818 | Time: 1191.48 ms [2022-03-07 05:45:39 main:574] : INFO : Epoch 1976 | loss: 0.0311831 | val_loss: 0.0311813 | Time: 1197.21 ms [2022-03-07 05:45:40 main:574] : INFO : Epoch 1977 | loss: 0.0311828 | val_loss: 0.0311818 | Time: 1173.56 ms [2022-03-07 05:45:42 main:574] : INFO : Epoch 1978 | loss: 0.0311831 | val_loss: 0.0311836 | Time: 1187.27 ms [2022-03-07 05:45:43 main:574] : INFO : Epoch 1979 | loss: 0.0311846 | val_loss: 0.0311823 | Time: 1190.67 ms [2022-03-07 05:45:44 main:574] : INFO : Epoch 1980 | loss: 0.0311828 | val_loss: 0.0311821 | Time: 1177.78 ms [2022-03-07 05:45:45 main:574] : INFO : Epoch 1981 | loss: 0.0311829 | val_loss: 0.0311815 | Time: 1199.53 ms [2022-03-07 05:45:46 main:574] : INFO : Epoch 1982 | loss: 0.0311827 | val_loss: 0.0311816 | Time: 1210.35 ms [2022-03-07 05:45:48 main:574] : INFO : Epoch 1983 | loss: 0.0311834 | val_loss: 0.0311855 | Time: 1202.28 ms [2022-03-07 05:45:49 main:574] : INFO : Epoch 1984 | loss: 0.0311853 | val_loss: 0.0311826 | Time: 1198.53 ms [2022-03-07 05:45:50 main:574] : INFO : Epoch 1985 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 1188.11 ms [2022-03-07 05:45:51 main:574] : INFO : Epoch 1986 | loss: 0.0311824 | val_loss: 0.0311815 | Time: 1196.8 ms [2022-03-07 05:45:52 main:574] : INFO : Epoch 1987 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 1194.88 ms [2022-03-07 05:45:54 main:574] : INFO : Epoch 1988 | loss: 0.0311822 | val_loss: 0.031182 | Time: 1191.19 ms [2022-03-07 05:45:55 main:574] : INFO : Epoch 1989 | loss: 0.0311822 | val_loss: 0.0311819 | Time: 1187.09 ms [2022-03-07 05:45:56 main:574] : INFO : Epoch 1990 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 1192.46 ms [2022-03-07 05:45:57 main:574] : INFO : Epoch 1991 | loss: 0.0311825 | val_loss: 0.0311816 | Time: 1198.02 ms [2022-03-07 05:45:58 main:574] : INFO : Epoch 1992 | loss: 0.0311824 | val_loss: 0.0311812 | Time: 1208.04 ms [2022-03-07 05:46:00 main:574] : INFO : Epoch 1993 | loss: 0.0311827 | val_loss: 0.0311813 | Time: 1204.13 ms [2022-03-07 05:46:01 main:574] : INFO : Epoch 1994 | loss: 0.0311816 | val_loss: 0.0311811 | Time: 1183.84 ms [2022-03-07 05:46:02 main:574] : INFO : Epoch 1995 | loss: 0.0311814 | val_loss: 0.0311812 | Time: 1205.16 ms [2022-03-07 05:46:03 main:574] : INFO : Epoch 1996 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 1208.37 ms [2022-03-07 05:46:04 main:574] : INFO : Epoch 1997 | loss: 0.0311819 | val_loss: 0.0311808 | Time: 1189.27 ms [2022-03-07 05:46:06 main:574] : INFO : Epoch 1998 | loss: 0.0311814 | val_loss: 0.0311806 | Time: 1201.7 ms [2022-03-07 05:46:07 main:574] : INFO : Epoch 1999 | loss: 0.0311814 | val_loss: 0.0311835 | Time: 1207.95 ms [2022-03-07 05:46:08 main:574] : INFO : Epoch 2000 | loss: 0.0311818 | val_loss: 0.0311817 | Time: 1183.01 ms [2022-03-07 05:46:09 main:574] : INFO : Epoch 2001 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 1207 ms [2022-03-07 05:46:10 main:574] : INFO : Epoch 2002 | loss: 0.0311812 | val_loss: 0.0311805 | Time: 1197.14 ms [2022-03-07 05:46:12 main:574] : INFO : Epoch 2003 | loss: 0.0311813 | val_loss: 0.0311804 | Time: 1209.37 ms [2022-03-07 05:46:13 main:574] : INFO : Epoch 2004 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 1188.81 ms [2022-03-07 05:46:14 main:574] : INFO : Epoch 2005 | loss: 0.0311808 | val_loss: 0.0311812 | Time: 1164.05 ms [2022-03-07 05:46:15 main:574] : INFO : Epoch 2006 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 1185.77 ms [2022-03-07 05:46:16 main:574] : INFO : Epoch 2007 | loss: 0.0311804 | val_loss: 0.0311806 | Time: 1209.87 ms [2022-03-07 05:46:18 main:574] : INFO : Epoch 2008 | loss: 0.0311804 | val_loss: 0.0311804 | Time: 1194.14 ms [2022-03-07 05:46:19 main:574] : INFO : Epoch 2009 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 1189.56 ms [2022-03-07 05:46:20 main:574] : INFO : Epoch 2010 | loss: 0.0311809 | val_loss: 0.0311812 | Time: 1195.95 ms [2022-03-07 05:46:21 main:574] : INFO : Epoch 2011 | loss: 0.0311803 | val_loss: 0.0311814 | Time: 1179.44 ms [2022-03-07 05:46:22 main:574] : INFO : Epoch 2012 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 1206.28 ms [2022-03-07 05:46:24 main:574] : INFO : Epoch 2013 | loss: 0.0311801 | val_loss: 0.0311795 | Time: 1215.71 ms [2022-03-07 05:46:25 main:574] : INFO : Epoch 2014 | loss: 0.0311807 | val_loss: 0.03118 | Time: 1197.59 ms [2022-03-07 05:46:26 main:574] : INFO : Epoch 2015 | loss: 0.0311823 | val_loss: 0.0311822 | Time: 1206.74 ms [2022-03-07 05:46:27 main:574] : INFO : Epoch 2016 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 1204.68 ms [2022-03-07 05:46:28 main:574] : INFO : Epoch 2017 | loss: 0.0311808 | val_loss: 0.0311791 | Time: 1197.04 ms [2022-03-07 05:46:30 main:574] : INFO : Epoch 2018 | loss: 0.0311803 | val_loss: 0.0311787 | Time: 1205.28 ms [2022-03-07 05:46:31 main:574] : INFO : Epoch 2019 | loss: 0.0311808 | val_loss: 0.0311801 | Time: 1206.04 ms [2022-03-07 05:46:32 main:574] : INFO : Epoch 2020 | loss: 0.0311803 | val_loss: 0.0311792 | Time: 1192.85 ms [2022-03-07 05:46:33 main:574] : INFO : Epoch 2021 | loss: 0.0311811 | val_loss: 0.03118 | Time: 1206.36 ms [2022-03-07 05:46:34 main:574] : INFO : Epoch 2022 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 1191.36 ms [2022-03-07 05:46:36 main:574] : INFO : Epoch 2023 | loss: 0.0311809 | val_loss: 0.0311798 | Time: 1182.29 ms [2022-03-07 05:46:37 main:574] : INFO : Epoch 2024 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 1199.37 ms [2022-03-07 05:46:38 main:574] : INFO : Epoch 2025 | loss: 0.0311798 | val_loss: 0.031179 | Time: 1184.31 ms [2022-03-07 05:46:39 main:574] : INFO : Epoch 2026 | loss: 0.0311791 | val_loss: 0.031179 | Time: 1188.18 ms [2022-03-07 05:46:40 main:574] : INFO : Epoch 2027 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 1193.77 ms [2022-03-07 05:46:42 main:574] : INFO : Epoch 2028 | loss: 0.0311789 | val_loss: 0.0311792 | Time: 1182.57 ms [2022-03-07 05:46:43 main:574] : INFO : Epoch 2029 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 1194.23 ms [2022-03-07 05:46:44 main:574] : INFO : Epoch 2030 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 1195.57 ms [2022-03-07 05:46:45 main:574] : INFO : Epoch 2031 | loss: 0.031179 | val_loss: 0.0311803 | Time: 1190.53 ms [2022-03-07 05:46:46 main:574] : INFO : Epoch 2032 | loss: 0.0311792 | val_loss: 0.031179 | Time: 1186.99 ms [2022-03-07 05:46:47 main:574] : INFO : Epoch 2033 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 1182.15 ms [2022-03-07 05:46:49 main:574] : INFO : Epoch 2034 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1214.73 ms [2022-03-07 05:46:50 main:574] : INFO : Epoch 2035 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 1198.63 ms [2022-03-07 05:46:51 main:574] : INFO : Epoch 2036 | loss: 0.0311802 | val_loss: 0.0311784 | Time: 1203.05 ms [2022-03-07 05:46:52 main:574] : INFO : Epoch 2037 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 1205.54 ms [2022-03-07 05:46:54 main:574] : INFO : Epoch 2038 | loss: 0.0311784 | val_loss: 0.0311786 | Time: 1201.99 ms [2022-03-07 05:46:55 main:574] : INFO : Epoch 2039 | loss: 0.0311792 | val_loss: 0.0311814 | Time: 1193.16 ms [2022-03-07 05:46:56 main:574] : INFO : Epoch 2040 | loss: 0.0311812 | val_loss: 0.0311794 | Time: 1197.36 ms [2022-03-07 05:46:57 main:574] : INFO : Epoch 2041 | loss: 0.031179 | val_loss: 0.0311802 | Time: 1214.46 ms [2022-03-07 05:46:58 main:574] : INFO : Epoch 2042 | loss: 0.0311789 | val_loss: 0.0311778 | Time: 1206.07 ms [2022-03-07 05:47:00 main:574] : INFO : Epoch 2043 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 1208.18 ms [2022-03-07 05:47:01 main:574] : INFO : Epoch 2044 | loss: 0.0311788 | val_loss: 0.0311779 | Time: 1203.45 ms [2022-03-07 05:47:02 main:574] : INFO : Epoch 2045 | loss: 0.0311785 | val_loss: 0.0311795 | Time: 1195.62 ms [2022-03-07 05:47:03 main:574] : INFO : Epoch 2046 | loss: 0.0311787 | val_loss: 0.0311794 | Time: 1211.54 ms [2022-03-07 05:47:04 main:574] : INFO : Epoch 2047 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 1216.22 ms [2022-03-07 05:47:06 main:574] : INFO : Epoch 2048 | loss: 0.0311783 | val_loss: 0.0311787 | Time: 1202.93 ms [2022-03-07 05:47:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311787 [2022-03-07 05:47:06 main:603] : INFO : Saving end state to config to file [2022-03-07 05:47:06 main:608] : INFO : Success, exiting.. 05:47:06 (10624): 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)