Task 5959420
| Name | ParityMachine-1625097611-26247-2_1 |
| Workunit | 3717229 |
| Created | 20 Jul 2021, 13:26:43 UTC |
| Sent | 20 Jul 2021, 14:26:30 UTC |
| Report deadline | 27 Jul 2021, 14:26:30 UTC |
| Received | 25 Jul 2021, 15:28:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 2 hours 50 min 23 sec |
| CPU time | 2 hours 37 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1,019.46 MB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311278 | val_loss: 0.031152 | Time: 5250.92 ms [2021-07-25 16:43:50 main:574] : INFO : Epoch 1543 | loss: 0.0311261 | val_loss: 0.031153 | Time: 5220.07 ms [2021-07-25 16:43:56 main:574] : INFO : Epoch 1544 | loss: 0.0311296 | val_loss: 0.0311466 | Time: 5160.51 ms [2021-07-25 16:44:01 main:574] : INFO : Epoch 1545 | loss: 0.0311296 | val_loss: 0.0311468 | Time: 5245.94 ms [2021-07-25 16:44:06 main:574] : INFO : Epoch 1546 | loss: 0.0311244 | val_loss: 0.0311459 | Time: 5230.7 ms [2021-07-25 16:44:12 main:574] : INFO : Epoch 1547 | loss: 0.0311239 | val_loss: 0.0311491 | Time: 5206.6 ms [2021-07-25 16:44:17 main:574] : INFO : Epoch 1548 | loss: 0.0311255 | val_loss: 0.0311448 | Time: 5241.32 ms [2021-07-25 16:44:22 main:574] : INFO : Epoch 1549 | loss: 0.0311263 | val_loss: 0.0311514 | Time: 5186.47 ms [2021-07-25 16:44:27 main:574] : INFO : Epoch 1550 | loss: 0.0311271 | val_loss: 0.0311498 | Time: 5232.79 ms [2021-07-25 16:44:33 main:574] : INFO : Epoch 1551 | loss: 0.0311257 | val_loss: 0.031149 | Time: 5189.5 ms [2021-07-25 16:44:38 main:574] : INFO : Epoch 1552 | loss: 0.0311317 | val_loss: 0.0311582 | Time: 5245.17 ms [2021-07-25 16:44:43 main:574] : INFO : Epoch 1553 | loss: 0.0311303 | val_loss: 0.0311515 | Time: 5289.98 ms [2021-07-25 16:44:49 main:574] : INFO : Epoch 1554 | loss: 0.0311245 | val_loss: 0.0311457 | Time: 5256.35 ms [2021-07-25 16:44:54 main:574] : INFO : Epoch 1555 | loss: 0.0311235 | val_loss: 0.0311457 | Time: 5303.66 ms [2021-07-25 16:44:59 main:574] : INFO : Epoch 1556 | loss: 0.0311233 | val_loss: 0.0311509 | Time: 5235.63 ms [2021-07-25 16:45:05 main:574] : INFO : Epoch 1557 | loss: 0.0311239 | val_loss: 0.0311543 | Time: 5234.93 ms [2021-07-25 16:45:10 main:574] : INFO : Epoch 1558 | loss: 0.0311265 | val_loss: 0.0311476 | Time: 5240.72 ms [2021-07-25 16:45:15 main:574] : INFO : Epoch 1559 | loss: 0.0311235 | val_loss: 0.0311472 | Time: 5184.82 ms [2021-07-25 16:45:20 main:574] : INFO : Epoch 1560 | loss: 0.0311239 | val_loss: 0.0311474 | Time: 5291.15 ms [2021-07-25 16:45:26 main:574] : INFO : Epoch 1561 | loss: 0.0311315 | val_loss: 0.0311468 | Time: 5234.49 ms [2021-07-25 16:45:31 main:574] : INFO : Epoch 1562 | loss: 0.0311281 | val_loss: 0.0311454 | Time: 5233.21 ms [2021-07-25 16:45:36 main:574] : INFO : Epoch 1563 | loss: 0.0311267 | val_loss: 0.0311463 | Time: 5203.51 ms [2021-07-25 16:45:41 main:574] : INFO : Epoch 1564 | loss: 0.0311253 | val_loss: 0.0311453 | Time: 5236.52 ms [2021-07-25 16:45:47 main:574] : INFO : Epoch 1565 | loss: 0.0311287 | val_loss: 0.0311434 | Time: 5217.9 ms [2021-07-25 16:45:52 main:574] : INFO : Epoch 1566 | loss: 0.0311277 | val_loss: 0.0311509 | Time: 5258.83 ms [2021-07-25 16:45:57 main:574] : INFO : Epoch 1567 | loss: 0.0311258 | val_loss: 0.0311456 | Time: 5273.57 ms [2021-07-25 16:46:03 main:574] : INFO : Epoch 1568 | loss: 0.0311248 | val_loss: 0.0311451 | Time: 5182.76 ms [2021-07-25 16:46:08 main:574] : INFO : Epoch 1569 | loss: 0.0311228 | val_loss: 0.0311494 | Time: 5285.95 ms [2021-07-25 16:46:13 main:574] : INFO : Epoch 1570 | loss: 0.0311262 | val_loss: 0.0311501 | Time: 5229.9 ms [2021-07-25 16:46:19 main:574] : INFO : Epoch 1571 | loss: 0.0311231 | val_loss: 0.0311464 | Time: 5197.57 ms [2021-07-25 16:46:24 main:574] : INFO : Epoch 1572 | loss: 0.0311231 | val_loss: 0.0311433 | Time: 5223.75 ms [2021-07-25 16:46:29 main:574] : INFO : Epoch 1573 | loss: 0.0311284 | val_loss: 0.0311581 | Time: 5219.01 ms [2021-07-25 16:46:34 main:574] : INFO : Epoch 1574 | loss: 0.0311257 | val_loss: 0.0311437 | Time: 5233.52 ms [2021-07-25 16:46:40 main:574] : INFO : Epoch 1575 | loss: 0.0311227 | val_loss: 0.031143 | Time: 5180.19 ms [2021-07-25 16:46:45 main:574] : INFO : Epoch 1576 | loss: 0.0311224 | val_loss: 0.0311431 | Time: 5286.6 ms [2021-07-25 16:46:50 main:574] : INFO : Epoch 1577 | loss: 0.0311243 | val_loss: 0.0311418 | Time: 5213.5 ms [2021-07-25 16:46:56 main:574] : INFO : Epoch 1578 | loss: 0.0311239 | val_loss: 0.0311495 | Time: 5193.41 ms [2021-07-25 16:47:01 main:574] : INFO : Epoch 1579 | loss: 0.0311245 | val_loss: 0.0311443 | Time: 5277.35 ms [2021-07-25 16:47:06 main:574] : INFO : Epoch 1580 | loss: 0.0311221 | val_loss: 0.0311443 | Time: 5173.79 ms [2021-07-25 16:47:11 main:574] : INFO : Epoch 1581 | loss: 0.0311232 | val_loss: 0.0311459 | Time: 5275.97 ms [2021-07-25 16:47:17 main:574] : INFO : Epoch 1582 | loss: 0.0311234 | val_loss: 0.0311457 | Time: 5235.41 ms [2021-07-25 16:47:22 main:574] : INFO : Epoch 1583 | loss: 0.0311243 | val_loss: 0.0311479 | Time: 5181.78 ms [2021-07-25 16:47:27 main:574] : INFO : Epoch 1584 | loss: 0.0311247 | val_loss: 0.0311489 | Time: 5251.07 ms [2021-07-25 16:47:33 main:574] : INFO : Epoch 1585 | loss: 0.0311263 | val_loss: 0.0311462 | Time: 5213.09 ms [2021-07-25 16:47:38 main:574] : INFO : Epoch 1586 | loss: 0.0311223 | val_loss: 0.031146 | Time: 5188.8 ms [2021-07-25 16:47:43 main:574] : INFO : Epoch 1587 | loss: 0.0311224 | val_loss: 0.0311448 | Time: 5191.49 ms [2021-07-25 16:47:48 main:574] : INFO : Epoch 1588 | loss: 0.0311224 | val_loss: 0.0311512 | Time: 5256.26 ms [2021-07-25 16:47:54 main:574] : INFO : Epoch 1589 | loss: 0.031128 | val_loss: 0.0311453 | Time: 5242.2 ms [2021-07-25 16:47:59 main:574] : INFO : Epoch 1590 | loss: 0.0311271 | val_loss: 0.0311425 | Time: 5211.56 ms [2021-07-25 16:48:04 main:574] : INFO : Epoch 1591 | loss: 0.0311233 | val_loss: 0.0311454 | Time: 5174.79 ms [2021-07-25 16:48:10 main:574] : INFO : Epoch 1592 | loss: 0.0311228 | val_loss: 0.0311438 | Time: 5198.51 ms [2021-07-25 16:48:15 main:574] : INFO : Epoch 1593 | loss: 0.0311281 | val_loss: 0.0311515 | Time: 5239.43 ms [2021-07-25 16:48:20 main:574] : INFO : Epoch 1594 | loss: 0.0311263 | val_loss: 0.0311443 | Time: 5195.66 ms [2021-07-25 16:48:25 main:574] : INFO : Epoch 1595 | loss: 0.0311239 | val_loss: 0.0311478 | Time: 5228.59 ms [2021-07-25 16:48:31 main:574] : INFO : Epoch 1596 | loss: 0.0311216 | val_loss: 0.0311426 | Time: 5204.95 ms [2021-07-25 16:48:36 main:574] : INFO : Epoch 1597 | loss: 0.0311232 | val_loss: 0.0311491 | Time: 5239.47 ms [2021-07-25 16:48:41 main:574] : INFO : Epoch 1598 | loss: 0.0311254 | val_loss: 0.0311426 | Time: 5242.9 ms [2021-07-25 16:48:46 main:574] : INFO : Epoch 1599 | loss: 0.0311244 | val_loss: 0.0311443 | Time: 5138.22 ms [2021-07-25 16:48:52 main:574] : INFO : Epoch 1600 | loss: 0.0311313 | val_loss: 0.0311493 | Time: 5270.29 ms [2021-07-25 16:48:57 main:574] : INFO : Epoch 1601 | loss: 0.0311263 | val_loss: 0.0311453 | Time: 5217.74 ms [2021-07-25 16:49:02 main:574] : INFO : Epoch 1602 | loss: 0.0311232 | val_loss: 0.0311433 | Time: 5196.04 ms [2021-07-25 16:49:08 main:574] : INFO : Epoch 1603 | loss: 0.0311216 | val_loss: 0.0311475 | Time: 5253.99 ms [2021-07-25 16:49:13 main:574] : INFO : Epoch 1604 | loss: 0.0311244 | val_loss: 0.0311436 | Time: 5188.89 ms [2021-07-25 16:49:18 main:574] : INFO : Epoch 1605 | loss: 0.0311233 | val_loss: 0.0311529 | Time: 5236.3 ms [2021-07-25 16:49:23 main:574] : INFO : Epoch 1606 | loss: 0.0311295 | val_loss: 0.0311506 | Time: 5228.41 ms [2021-07-25 16:49:29 main:574] : INFO : Epoch 1607 | loss: 0.0311218 | val_loss: 0.0311498 | Time: 5224.78 ms [2021-07-25 16:49:34 main:574] : INFO : Epoch 1608 | loss: 0.0311241 | val_loss: 0.0311454 | Time: 5174.56 ms [2021-07-25 16:49:39 main:574] : INFO : Epoch 1609 | loss: 0.0311199 | val_loss: 0.031144 | Time: 5225.02 ms [2021-07-25 16:49:44 main:574] : INFO : Epoch 1610 | loss: 0.0311198 | val_loss: 0.0311476 | Time: 5231.27 ms [2021-07-25 16:49:50 main:574] : INFO : Epoch 1611 | loss: 0.0311245 | val_loss: 0.0311458 | Time: 5190.35 ms [2021-07-25 16:49:54 main:574] : INFO : Epoch 1612 | loss: 0.0311269 | val_loss: 0.031144 | Time: 4522.33 ms [2021-07-25 16:50:00 main:574] : INFO : Epoch 1613 | loss: 0.0311299 | val_loss: 0.0311449 | Time: 5243.26 ms [2021-07-25 16:50:05 main:574] : INFO : Epoch 1614 | loss: 0.0311284 | val_loss: 0.0311445 | Time: 5201.22 ms [2021-07-25 16:50:10 main:574] : INFO : Epoch 1615 | loss: 0.031129 | val_loss: 0.0311513 | Time: 5240.38 ms [2021-07-25 16:50:15 main:574] : INFO : Epoch 1616 | loss: 0.0311308 | val_loss: 0.0311448 | Time: 5172.89 ms [2021-07-25 16:50:21 main:574] : INFO : Epoch 1617 | loss: 0.031129 | val_loss: 0.0311447 | Time: 5235.32 ms [2021-07-25 16:50:26 main:574] : INFO : Epoch 1618 | loss: 0.0311277 | val_loss: 0.0311422 | Time: 5265.62 ms [2021-07-25 16:50:31 main:574] : INFO : Epoch 1619 | loss: 0.0311268 | val_loss: 0.0311438 | Time: 5248.66 ms [2021-07-25 16:50:36 main:574] : INFO : Epoch 1620 | loss: 0.0311249 | val_loss: 0.0311435 | Time: 5218.46 ms [2021-07-25 16:50:42 main:574] : INFO : Epoch 1621 | loss: 0.0311245 | val_loss: 0.031145 | Time: 5215.41 ms [2021-07-25 16:50:47 main:574] : INFO : Epoch 1622 | loss: 0.0311264 | val_loss: 0.031144 | Time: 5292.31 ms [2021-07-25 16:50:52 main:574] : INFO : Epoch 1623 | loss: 0.0311265 | val_loss: 0.0311488 | Time: 5288.14 ms [2021-07-25 16:50:58 main:574] : INFO : Epoch 1624 | loss: 0.0311282 | val_loss: 0.0311429 | Time: 5261.48 ms [2021-07-25 16:51:03 main:574] : INFO : Epoch 1625 | loss: 0.0311245 | val_loss: 0.0311441 | Time: 5216.82 ms [2021-07-25 16:51:08 main:574] : INFO : Epoch 1626 | loss: 0.0311242 | val_loss: 0.0311429 | Time: 5220.92 ms [2021-07-25 16:51:14 main:574] : INFO : Epoch 1627 | loss: 0.0311223 | val_loss: 0.0311433 | Time: 5231.05 ms [2021-07-25 16:51:19 main:574] : INFO : Epoch 1628 | loss: 0.0311245 | val_loss: 0.0311491 | Time: 5135.42 ms [2021-07-25 16:51:24 main:574] : INFO : Epoch 1629 | loss: 0.0311235 | val_loss: 0.0311438 | Time: 5333.45 ms [2021-07-25 16:51:29 main:574] : INFO : Epoch 1630 | loss: 0.0311238 | val_loss: 0.0311414 | Time: 5292 ms [2021-07-25 16:51:35 main:574] : INFO : Epoch 1631 | loss: 0.0311246 | val_loss: 0.0311406 | Time: 5190.31 ms [2021-07-25 16:51:40 main:574] : INFO : Epoch 1632 | loss: 0.0311241 | val_loss: 0.0311414 | Time: 5298.18 ms [2021-07-25 16:51:45 main:574] : INFO : Epoch 1633 | loss: 0.0311221 | val_loss: 0.0311421 | Time: 5185.48 ms [2021-07-25 16:51:51 main:574] : INFO : Epoch 1634 | loss: 0.0311208 | val_loss: 0.0311456 | Time: 5266.04 ms [2021-07-25 16:51:56 main:574] : INFO : Epoch 1635 | loss: 0.0311216 | val_loss: 0.0311455 | Time: 5169.81 ms [2021-07-25 16:52:01 main:574] : INFO : Epoch 1636 | loss: 0.0311217 | val_loss: 0.0311411 | Time: 5200.06 ms [2021-07-25 16:52:06 main:574] : INFO : Epoch 1637 | loss: 0.0311265 | val_loss: 0.0311456 | Time: 5250.11 ms [2021-07-25 16:52:12 main:574] : INFO : Epoch 1638 | loss: 0.0311297 | val_loss: 0.0311418 | Time: 5282.2 ms [2021-07-25 16:52:17 main:574] : INFO : Epoch 1639 | loss: 0.031125 | val_loss: 0.031141 | Time: 5291.87 ms [2021-07-25 16:52:22 main:574] : INFO : Epoch 1640 | loss: 0.0311239 | val_loss: 0.0311441 | Time: 5263.48 ms [2021-07-25 16:52:28 main:574] : INFO : Epoch 1641 | loss: 0.0311343 | val_loss: 0.0311464 | Time: 5280.92 ms [2021-07-25 16:52:33 main:574] : INFO : Epoch 1642 | loss: 0.0311336 | val_loss: 0.0311433 | Time: 5263.16 ms [2021-07-25 16:52:38 main:574] : INFO : Epoch 1643 | loss: 0.0311332 | val_loss: 0.0311435 | Time: 5255.28 ms [2021-07-25 16:52:44 main:574] : INFO : Epoch 1644 | loss: 0.0311325 | val_loss: 0.0311444 | Time: 5253.7 ms [2021-07-25 16:52:49 main:574] : INFO : Epoch 1645 | loss: 0.0311292 | val_loss: 0.0311424 | Time: 5212.99 ms [2021-07-25 16:52:54 main:574] : INFO : Epoch 1646 | loss: 0.0311291 | val_loss: 0.0311428 | Time: 5264.44 ms [2021-07-25 16:52:59 main:574] : INFO : Epoch 1647 | loss: 0.0311278 | val_loss: 0.0311589 | Time: 5204.37 ms [2021-07-25 16:53:05 main:574] : INFO : Epoch 1648 | loss: 0.0311304 | val_loss: 0.0311444 | Time: 5222.14 ms [2021-07-25 16:53:10 main:574] : INFO : Epoch 1649 | loss: 0.0311288 | val_loss: 0.0311424 | Time: 5249.81 ms [2021-07-25 16:53:15 main:574] : INFO : Epoch 1650 | loss: 0.031128 | val_loss: 0.0311441 | Time: 5190.87 ms [2021-07-25 16:53:21 main:574] : INFO : Epoch 1651 | loss: 0.0311254 | val_loss: 0.0311439 | Time: 5314.44 ms [2021-07-25 16:53:26 main:574] : INFO : Epoch 1652 | loss: 0.0311255 | val_loss: 0.0311429 | Time: 5233.6 ms [2021-07-25 16:53:31 main:574] : INFO : Epoch 1653 | loss: 0.0311239 | val_loss: 0.0311449 | Time: 5252.32 ms [2021-07-25 16:53:36 main:574] : INFO : Epoch 1654 | loss: 0.0311315 | val_loss: 0.031148 | Time: 5205.6 ms [2021-07-25 16:53:42 main:574] : INFO : Epoch 1655 | loss: 0.0311265 | val_loss: 0.0311406 | Time: 5220.28 ms [2021-07-25 16:53:47 main:574] : INFO : Epoch 1656 | loss: 0.031124 | val_loss: 0.0311424 | Time: 5260.34 ms [2021-07-25 16:53:52 main:574] : INFO : Epoch 1657 | loss: 0.0311217 | val_loss: 0.0311425 | Time: 5175.63 ms [2021-07-25 16:53:58 main:574] : INFO : Epoch 1658 | loss: 0.0311209 | val_loss: 0.0311434 | Time: 5311.8 ms [2021-07-25 16:54:03 main:574] : INFO : Epoch 1659 | loss: 0.0311214 | val_loss: 0.0311416 | Time: 5233.42 ms [2021-07-25 16:54:08 main:574] : INFO : Epoch 1660 | loss: 0.0311209 | val_loss: 0.0311491 | Time: 5304.54 ms [2021-07-25 16:54:14 main:574] : INFO : Epoch 1661 | loss: 0.0311237 | val_loss: 0.0311432 | Time: 5225.98 ms [2021-07-25 16:54:19 main:574] : INFO : Epoch 1662 | loss: 0.031123 | val_loss: 0.0311378 | Time: 5203.18 ms [2021-07-25 16:54:24 main:574] : INFO : Epoch 1663 | loss: 0.0311255 | val_loss: 0.0311412 | Time: 5306.33 ms [2021-07-25 16:54:30 main:574] : INFO : Epoch 1664 | loss: 0.0311223 | val_loss: 0.0311416 | Time: 5208.59 ms [2021-07-25 16:54:35 main:574] : INFO : Epoch 1665 | loss: 0.0311203 | val_loss: 0.0311474 | Time: 5240.44 ms [2021-07-25 16:54:40 main:574] : INFO : Epoch 1666 | loss: 0.0311236 | val_loss: 0.0311499 | Time: 5204 ms [2021-07-25 16:54:45 main:574] : INFO : Epoch 1667 | loss: 0.0311289 | val_loss: 0.0311526 | Time: 5237.82 ms [2021-07-25 16:54:51 main:574] : INFO : Epoch 1668 | loss: 0.0311248 | val_loss: 0.0311404 | Time: 5269.1 ms [2021-07-25 16:54:56 main:574] : INFO : Epoch 1669 | loss: 0.0311214 | val_loss: 0.0311412 | Time: 5230.72 ms [2021-07-25 16:55:01 main:574] : INFO : Epoch 1670 | loss: 0.0311234 | val_loss: 0.0311411 | Time: 5338.69 ms [2021-07-25 16:55:07 main:574] : INFO : Epoch 1671 | loss: 0.0311251 | val_loss: 0.0311409 | Time: 5196.02 ms [2021-07-25 16:55:12 main:574] : INFO : Epoch 1672 | loss: 0.0311198 | val_loss: 0.031143 | Time: 5209.05 ms [2021-07-25 16:55:17 main:574] : INFO : Epoch 1673 | loss: 0.0311189 | val_loss: 0.0311424 | Time: 5208.14 ms [2021-07-25 16:55:22 main:574] : INFO : Epoch 1674 | loss: 0.0311179 | val_loss: 0.0311399 | Time: 5226.12 ms [2021-07-25 16:55:28 main:574] : INFO : Epoch 1675 | loss: 0.0311197 | val_loss: 0.0311455 | Time: 5198.35 ms [2021-07-25 16:55:33 main:574] : INFO : Epoch 1676 | loss: 0.0311217 | val_loss: 0.0311427 | Time: 5221.88 ms [2021-07-25 16:55:38 main:574] : INFO : Epoch 1677 | loss: 0.0311196 | val_loss: 0.0311431 | Time: 5283.55 ms [2021-07-25 16:55:43 main:574] : INFO : Epoch 1678 | loss: 0.0311195 | val_loss: 0.0311426 | Time: 5201.95 ms [2021-07-25 16:55:49 main:574] : INFO : Epoch 1679 | loss: 0.0311217 | val_loss: 0.031155 | Time: 5306.25 ms [2021-07-25 16:55:54 main:574] : INFO : Epoch 1680 | loss: 0.031121 | val_loss: 0.0311454 | Time: 5317.58 ms [2021-07-25 16:55:59 main:574] : INFO : Epoch 1681 | loss: 0.031117 | val_loss: 0.031145 | Time: 5228.69 ms [2021-07-25 16:56:05 main:574] : INFO : Epoch 1682 | loss: 0.0311165 | val_loss: 0.0311458 | Time: 5255.83 ms [2021-07-25 16:56:10 main:574] : INFO : Epoch 1683 | loss: 0.0311174 | val_loss: 0.0311454 | Time: 5243.69 ms [2021-07-25 16:56:15 main:574] : INFO : Epoch 1684 | loss: 0.0311187 | val_loss: 0.0311439 | Time: 5250.18 ms [2021-07-25 16:56:21 main:574] : INFO : Epoch 1685 | loss: 0.0311175 | val_loss: 0.0311427 | Time: 5202.67 ms [2021-07-25 16:56:26 main:574] : INFO : Epoch 1686 | loss: 0.0311158 | val_loss: 0.0311413 | Time: 5157.33 ms [2021-07-25 16:56:31 main:574] : INFO : Epoch 1687 | loss: 0.0311182 | val_loss: 0.0311431 | Time: 5167.29 ms [2021-07-25 16:56:36 main:574] : INFO : Epoch 1688 | loss: 0.0311191 | val_loss: 0.0311464 | Time: 5216.74 ms [2021-07-25 16:56:42 main:574] : INFO : Epoch 1689 | loss: 0.0311167 | val_loss: 0.0311485 | Time: 5245.41 ms [2021-07-25 16:56:47 main:574] : INFO : Epoch 1690 | loss: 0.0311225 | val_loss: 0.031146 | Time: 5208.05 ms [2021-07-25 16:56:52 main:574] : INFO : Epoch 1691 | loss: 0.0311222 | val_loss: 0.0311524 | Time: 5273.58 ms [2021-07-25 16:56:57 main:574] : INFO : Epoch 1692 | loss: 0.0311202 | val_loss: 0.0311433 | Time: 5232.01 ms [2021-07-25 16:57:03 main:574] : INFO : Epoch 1693 | loss: 0.0311169 | val_loss: 0.0311429 | Time: 5247.08 ms [2021-07-25 16:57:08 main:574] : INFO : Epoch 1694 | loss: 0.0311174 | val_loss: 0.031145 | Time: 5259.13 ms [2021-07-25 16:57:13 main:574] : INFO : Epoch 1695 | loss: 0.0311191 | val_loss: 0.0311411 | Time: 5207.84 ms [2021-07-25 16:57:19 main:574] : INFO : Epoch 1696 | loss: 0.0311151 | val_loss: 0.0311426 | Time: 5263.27 ms [2021-07-25 16:57:24 main:574] : INFO : Epoch 1697 | loss: 0.0311173 | val_loss: 0.0311443 | Time: 5205.51 ms [2021-07-25 16:57:29 main:574] : INFO : Epoch 1698 | loss: 0.0311172 | val_loss: 0.03114 | Time: 5266.63 ms [2021-07-25 16:57:34 main:574] : INFO : Epoch 1699 | loss: 0.0311189 | val_loss: 0.0311392 | Time: 5239.16 ms [2021-07-25 16:57:40 main:574] : INFO : Epoch 1700 | loss: 0.031118 | val_loss: 0.0311407 | Time: 5263.34 ms [2021-07-25 16:57:45 main:574] : INFO : Epoch 1701 | loss: 0.031118 | val_loss: 0.0311403 | Time: 5208.45 ms [2021-07-25 16:57:50 main:574] : INFO : Epoch 1702 | loss: 0.0311162 | val_loss: 0.0311503 | Time: 5240.9 ms [2021-07-25 16:57:56 main:574] : INFO : Epoch 1703 | loss: 0.0311167 | val_loss: 0.0311448 | Time: 5286.24 ms [2021-07-25 16:58:01 main:574] : INFO : Epoch 1704 | loss: 0.0311173 | val_loss: 0.0311412 | Time: 5177.27 ms [2021-07-25 16:58:06 main:574] : INFO : Epoch 1705 | loss: 0.0311159 | val_loss: 0.0311403 | Time: 5214.58 ms [2021-07-25 16:58:11 main:574] : INFO : Epoch 1706 | loss: 0.0311161 | val_loss: 0.0311399 | Time: 5236.51 ms [2021-07-25 16:58:17 main:574] : INFO : Epoch 1707 | loss: 0.0311179 | val_loss: 0.0311395 | Time: 5157.67 ms [2021-07-25 16:58:22 main:574] : INFO : Epoch 1708 | loss: 0.0311149 | val_loss: 0.0311408 | Time: 5232.54 ms [2021-07-25 16:58:27 main:574] : INFO : Epoch 1709 | loss: 0.0311155 | val_loss: 0.0311438 | Time: 5185.99 ms [2021-07-25 16:58:32 main:574] : INFO : Epoch 1710 | loss: 0.0311174 | val_loss: 0.0311411 | Time: 5222.3 ms [2021-07-25 16:58:38 main:574] : INFO : Epoch 1711 | loss: 0.0311183 | val_loss: 0.0311418 | Time: 5204.94 ms [2021-07-25 16:58:43 main:574] : INFO : Epoch 1712 | loss: 0.03112 | val_loss: 0.0311445 | Time: 5245.99 ms [2021-07-25 16:58:48 main:574] : INFO : Epoch 1713 | loss: 0.0311189 | val_loss: 0.0311415 | Time: 5262.38 ms [2021-07-25 16:58:54 main:574] : INFO : Epoch 1714 | loss: 0.0311175 | val_loss: 0.0311416 | Time: 5163.87 ms [2021-07-25 16:58:59 main:574] : INFO : Epoch 1715 | loss: 0.0311171 | val_loss: 0.0311435 | Time: 5289.61 ms [2021-07-25 16:59:04 main:574] : INFO : Epoch 1716 | loss: 0.0311173 | val_loss: 0.0311394 | Time: 5148.14 ms [2021-07-25 16:59:09 main:574] : INFO : Epoch 1717 | loss: 0.0311155 | val_loss: 0.0311423 | Time: 5256.47 ms [2021-07-25 16:59:15 main:574] : INFO : Epoch 1718 | loss: 0.0311158 | val_loss: 0.0311402 | Time: 5173.76 ms [2021-07-25 16:59:20 main:574] : INFO : Epoch 1719 | loss: 0.0311172 | val_loss: 0.0311406 | Time: 5223.04 ms [2021-07-25 16:59:25 main:574] : INFO : Epoch 1720 | loss: 0.0311196 | val_loss: 0.0311424 | Time: 5229.61 ms [2021-07-25 16:59:30 main:574] : INFO : Epoch 1721 | loss: 0.0311192 | val_loss: 0.0311409 | Time: 5207 ms [2021-07-25 16:59:36 main:574] : INFO : Epoch 1722 | loss: 0.0311174 | val_loss: 0.0311402 | Time: 5274.09 ms [2021-07-25 16:59:41 main:574] : INFO : Epoch 1723 | loss: 0.0311192 | val_loss: 0.0311395 | Time: 5215.85 ms [2021-07-25 16:59:46 main:574] : INFO : Epoch 1724 | loss: 0.0311243 | val_loss: 0.0311487 | Time: 5260.38 ms [2021-07-25 16:59:52 main:574] : INFO : Epoch 1725 | loss: 0.0311182 | val_loss: 0.0311405 | Time: 5272.71 ms [2021-07-25 16:59:57 main:574] : INFO : Epoch 1726 | loss: 0.0311155 | val_loss: 0.0311417 | Time: 5279.47 ms [2021-07-25 17:00:02 main:574] : INFO : Epoch 1727 | loss: 0.0311164 | val_loss: 0.031141 | Time: 5316.77 ms [2021-07-25 17:00:08 main:574] : INFO : Epoch 1728 | loss: 0.0311166 | val_loss: 0.0311464 | Time: 5154.63 ms [2021-07-25 17:00:13 main:574] : INFO : Epoch 1729 | loss: 0.0311238 | val_loss: 0.031144 | Time: 5252.46 ms [2021-07-25 17:00:18 main:574] : INFO : Epoch 1730 | loss: 0.0311272 | val_loss: 0.031137 | Time: 5293.37 ms [2021-07-25 17:00:24 main:574] : INFO : Epoch 1731 | loss: 0.0311252 | val_loss: 0.0311381 | Time: 5205.04 ms [2021-07-25 17:00:29 main:574] : INFO : Epoch 1732 | loss: 0.0311247 | val_loss: 0.0311359 | Time: 5260.41 ms [2021-07-25 17:00:34 main:574] : INFO : Epoch 1733 | loss: 0.031125 | val_loss: 0.0311371 | Time: 5276.83 ms [2021-07-25 17:00:40 main:574] : INFO : Epoch 1734 | loss: 0.0311237 | val_loss: 0.0311375 | Time: 5336.94 ms [2021-07-25 17:00:45 main:574] : INFO : Epoch 1735 | loss: 0.0311215 | val_loss: 0.0311391 | Time: 5244.11 ms [2021-07-25 17:00:50 main:574] : INFO : Epoch 1736 | loss: 0.0311214 | val_loss: 0.0311408 | Time: 5232.72 ms [2021-07-25 17:00:55 main:574] : INFO : Epoch 1737 | loss: 0.0311246 | val_loss: 0.0311369 | Time: 5227.82 ms [2021-07-25 17:01:01 main:574] : INFO : Epoch 1738 | loss: 0.0311218 | val_loss: 0.0311342 | Time: 5151.84 ms [2021-07-25 17:01:06 main:574] : INFO : Epoch 1739 | loss: 0.0311224 | val_loss: 0.0311351 | Time: 5243.02 ms [2021-07-25 17:01:11 main:574] : INFO : Epoch 1740 | loss: 0.0311242 | val_loss: 0.0311411 | Time: 5234.87 ms [2021-07-25 17:01:16 main:574] : INFO : Epoch 1741 | loss: 0.0311247 | val_loss: 0.031139 | Time: 5174.99 ms [2021-07-25 17:01:22 main:574] : INFO : Epoch 1742 | loss: 0.0311288 | val_loss: 0.03114 | Time: 5251.05 ms [2021-07-25 17:01:27 main:574] : INFO : Epoch 1743 | loss: 0.031127 | val_loss: 0.0311387 | Time: 5228.83 ms [2021-07-25 17:01:32 main:574] : INFO : Epoch 1744 | loss: 0.0311258 | val_loss: 0.0311387 | Time: 5321.49 ms [2021-07-25 17:01:38 main:574] : INFO : Epoch 1745 | loss: 0.0311262 | val_loss: 0.0311374 | Time: 5228.15 ms [2021-07-25 17:01:43 main:574] : INFO : Epoch 1746 | loss: 0.031124 | val_loss: 0.031136 | Time: 5256.57 ms [2021-07-25 17:01:48 main:574] : INFO : Epoch 1747 | loss: 0.0311251 | val_loss: 0.0311393 | Time: 5254.87 ms [2021-07-25 17:01:54 main:574] : INFO : Epoch 1748 | loss: 0.031125 | val_loss: 0.0311406 | Time: 5202.25 ms [2021-07-25 17:01:59 main:574] : INFO : Epoch 1749 | loss: 0.0311271 | val_loss: 0.0311463 | Time: 5241.19 ms [2021-07-25 17:02:04 main:574] : INFO : Epoch 1750 | loss: 0.0311261 | val_loss: 0.0311407 | Time: 5198.14 ms [2021-07-25 17:02:09 main:574] : INFO : Epoch 1751 | loss: 0.0311239 | val_loss: 0.0311375 | Time: 5256.13 ms [2021-07-25 17:02:15 main:574] : INFO : Epoch 1752 | loss: 0.0311241 | val_loss: 0.0311372 | Time: 5219.05 ms [2021-07-25 17:02:20 main:574] : INFO : Epoch 1753 | loss: 0.0311245 | val_loss: 0.0311341 | Time: 5261.62 ms [2021-07-25 17:02:25 main:574] : INFO : Epoch 1754 | loss: 0.0311241 | val_loss: 0.0311356 | Time: 5297.72 ms [2021-07-25 17:02:31 main:574] : INFO : Epoch 1755 | loss: 0.031125 | val_loss: 0.0311386 | Time: 5181.37 ms [2021-07-25 17:02:36 main:574] : INFO : Epoch 1756 | loss: 0.0311242 | val_loss: 0.031137 | Time: 5272.77 ms [2021-07-25 17:02:41 main:574] : INFO : Epoch 1757 | loss: 0.0311277 | val_loss: 0.0311431 | Time: 5230.88 ms [2021-07-25 17:02:46 main:574] : INFO : Epoch 1758 | loss: 0.0311249 | val_loss: 0.0311459 | Time: 5255.58 ms [2021-07-25 17:02:52 main:574] : INFO : Epoch 1759 | loss: 0.0311289 | val_loss: 0.0311379 | Time: 5137.9 ms [2021-07-25 17:02:57 main:574] : INFO : Epoch 1760 | loss: 0.0311249 | val_loss: 0.0311398 | Time: 5216.88 ms [2021-07-25 17:03:02 main:574] : INFO : Epoch 1761 | loss: 0.0311222 | val_loss: 0.0311373 | Time: 5264.76 ms [2021-07-25 17:03:07 main:574] : INFO : Epoch 1762 | loss: 0.0311208 | val_loss: 0.0311378 | Time: 5277.48 ms [2021-07-25 17:03:13 main:574] : INFO : Epoch 1763 | loss: 0.0311222 | val_loss: 0.0311417 | Time: 5300.05 ms [2021-07-25 17:03:18 main:574] : INFO : Epoch 1764 | loss: 0.0311227 | val_loss: 0.0311414 | Time: 5196.47 ms [2021-07-25 17:03:23 main:574] : INFO : Epoch 1765 | loss: 0.0311215 | val_loss: 0.0311369 | Time: 5232.04 ms [2021-07-25 17:03:29 main:574] : INFO : Epoch 1766 | loss: 0.0311204 | val_loss: 0.0311388 | Time: 5147.86 ms [2021-07-25 17:03:34 main:574] : INFO : Epoch 1767 | loss: 0.031122 | val_loss: 0.0311377 | Time: 5250.62 ms [2021-07-25 17:03:39 main:574] : INFO : Epoch 1768 | loss: 0.0311213 | val_loss: 0.0311381 | Time: 5286.87 ms [2021-07-25 17:03:44 main:574] : INFO : Epoch 1769 | loss: 0.0311191 | val_loss: 0.0311364 | Time: 5150.98 ms [2021-07-25 17:03:50 main:574] : INFO : Epoch 1770 | loss: 0.0311185 | val_loss: 0.03114 | Time: 5314.79 ms [2021-07-25 17:03:55 main:574] : INFO : Epoch 1771 | loss: 0.0311197 | val_loss: 0.031141 | Time: 5308.59 ms [2021-07-25 17:04:00 main:574] : INFO : Epoch 1772 | loss: 0.0311213 | val_loss: 0.0311412 | Time: 5223.61 ms [2021-07-25 17:04:06 main:574] : INFO : Epoch 1773 | loss: 0.0311235 | val_loss: 0.0311382 | Time: 5246.36 ms [2021-07-25 17:04:11 main:574] : INFO : Epoch 1774 | loss: 0.031123 | val_loss: 0.0311385 | Time: 5193.16 ms [2021-07-25 17:04:16 main:574] : INFO : Epoch 1775 | loss: 0.0311199 | val_loss: 0.0311394 | Time: 5276.63 ms [2021-07-25 17:04:21 main:574] : INFO : Epoch 1776 | loss: 0.0311188 | val_loss: 0.0311399 | Time: 5110.42 ms [2021-07-25 17:04:27 main:574] : INFO : Epoch 1777 | loss: 0.0311191 | val_loss: 0.0311402 | Time: 5274.92 ms [2021-07-25 17:04:32 main:574] : INFO : Epoch 1778 | loss: 0.031119 | val_loss: 0.0311382 | Time: 5251.44 ms [2021-07-25 17:04:37 main:574] : INFO : Epoch 1779 | loss: 0.0311178 | val_loss: 0.0311385 | Time: 5196.43 ms [2021-07-25 17:04:43 main:574] : INFO : Epoch 1780 | loss: 0.0311172 | val_loss: 0.0311415 | Time: 5233.33 ms [2021-07-25 17:04:48 main:574] : INFO : Epoch 1781 | loss: 0.0311182 | val_loss: 0.0311383 | Time: 5227.91 ms [2021-07-25 17:04:53 main:574] : INFO : Epoch 1782 | loss: 0.0311178 | val_loss: 0.0311416 | Time: 5268.46 ms [2021-07-25 17:04:59 main:574] : INFO : Epoch 1783 | loss: 0.0311207 | val_loss: 0.0311409 | Time: 5233.4 ms [2021-07-25 17:05:04 main:574] : INFO : Epoch 1784 | loss: 0.031122 | val_loss: 0.0311449 | Time: 5276.46 ms [2021-07-25 17:05:09 main:574] : INFO : Epoch 1785 | loss: 0.0311257 | val_loss: 0.0311502 | Time: 5294.31 ms [2021-07-25 17:05:15 main:574] : INFO : Epoch 1786 | loss: 0.031124 | val_loss: 0.0311406 | Time: 5253.81 ms [2021-07-25 17:05:20 main:574] : INFO : Epoch 1787 | loss: 0.0311208 | val_loss: 0.0311454 | Time: 5211.92 ms [2021-07-25 17:05:25 main:574] : INFO : Epoch 1788 | loss: 0.0311208 | val_loss: 0.0311404 | Time: 5208.26 ms [2021-07-25 17:05:30 main:574] : INFO : Epoch 1789 | loss: 0.0311206 | val_loss: 0.03114 | Time: 5278.11 ms [2021-07-25 17:05:36 main:574] : INFO : Epoch 1790 | loss: 0.0311174 | val_loss: 0.0311414 | Time: 5152.27 ms [2021-07-25 17:05:41 main:574] : INFO : Epoch 1791 | loss: 0.0311177 | val_loss: 0.0311406 | Time: 5235.54 ms [2021-07-25 17:05:46 main:574] : INFO : Epoch 1792 | loss: 0.0311193 | val_loss: 0.0311407 | Time: 5261.6 ms [2021-07-25 17:05:52 main:574] : INFO : Epoch 1793 | loss: 0.0311185 | val_loss: 0.0311424 | Time: 5217.35 ms [2021-07-25 17:05:57 main:574] : INFO : Epoch 1794 | loss: 0.0311206 | val_loss: 0.0311425 | Time: 5251.36 ms [2021-07-25 17:06:02 main:574] : INFO : Epoch 1795 | loss: 0.0311213 | val_loss: 0.031138 | Time: 5170.59 ms [2021-07-25 17:06:07 main:574] : INFO : Epoch 1796 | loss: 0.0311208 | val_loss: 0.0311384 | Time: 5237.66 ms [2021-07-25 17:06:13 main:574] : INFO : Epoch 1797 | loss: 0.0311189 | val_loss: 0.0311386 | Time: 5239.82 ms [2021-07-25 17:06:18 main:574] : INFO : Epoch 1798 | loss: 0.0311185 | val_loss: 0.0311376 | Time: 5285.88 ms [2021-07-25 17:06:23 main:574] : INFO : Epoch 1799 | loss: 0.0311173 | val_loss: 0.0311398 | Time: 5275.92 ms [2021-07-25 17:06:28 main:574] : INFO : Epoch 1800 | loss: 0.0311176 | val_loss: 0.0311366 | Time: 5163.99 ms [2021-07-25 17:06:34 main:574] : INFO : Epoch 1801 | loss: 0.0311191 | val_loss: 0.0311407 | Time: 5187.15 ms [2021-07-25 17:06:39 main:574] : INFO : Epoch 1802 | loss: 0.0311219 | val_loss: 0.0311463 | Time: 5182.04 ms [2021-07-25 17:06:44 main:574] : INFO : Epoch 1803 | loss: 0.0311181 | val_loss: 0.0311391 | Time: 5235.51 ms [2021-07-25 17:06:50 main:574] : INFO : Epoch 1804 | loss: 0.0311179 | val_loss: 0.0311499 | Time: 5297.88 ms [2021-07-25 17:06:55 main:574] : INFO : Epoch 1805 | loss: 0.0311226 | val_loss: 0.0311395 | Time: 5231.31 ms [2021-07-25 17:07:00 main:574] : INFO : Epoch 1806 | loss: 0.0311224 | val_loss: 0.0311378 | Time: 5226.17 ms [2021-07-25 17:07:05 main:574] : INFO : Epoch 1807 | loss: 0.031121 | val_loss: 0.0311388 | Time: 5241.08 ms [2021-07-25 17:07:11 main:574] : INFO : Epoch 1808 | loss: 0.0311226 | val_loss: 0.0311378 | Time: 5299.92 ms [2021-07-25 17:07:16 main:574] : INFO : Epoch 1809 | loss: 0.0311204 | val_loss: 0.0311382 | Time: 5252.73 ms [2021-07-25 17:07:21 main:574] : INFO : Epoch 1810 | loss: 0.0311188 | val_loss: 0.0311412 | Time: 5231.21 ms [2021-07-25 17:07:27 main:574] : INFO : Epoch 1811 | loss: 0.0311176 | val_loss: 0.0311412 | Time: 5266.38 ms [2021-07-25 17:07:32 main:574] : INFO : Epoch 1812 | loss: 0.0311193 | val_loss: 0.031138 | Time: 5213.96 ms [2021-07-25 17:07:37 main:574] : INFO : Epoch 1813 | loss: 0.0311174 | val_loss: 0.0311522 | Time: 5266.83 ms [2021-07-25 17:07:42 main:574] : INFO : Epoch 1814 | loss: 0.0311281 | val_loss: 0.0311494 | Time: 5160.54 ms [2021-07-25 17:07:48 main:574] : INFO : Epoch 1815 | loss: 0.0311263 | val_loss: 0.0311375 | Time: 5250.09 ms [2021-07-25 17:07:53 main:574] : INFO : Epoch 1816 | loss: 0.0311236 | val_loss: 0.0311381 | Time: 5199.13 ms [2021-07-25 17:07:58 main:574] : INFO : Epoch 1817 | loss: 0.0311185 | val_loss: 0.0311401 | Time: 5166.92 ms [2021-07-25 17:08:04 main:574] : INFO : Epoch 1818 | loss: 0.0311184 | val_loss: 0.0311425 | Time: 5262.27 ms [2021-07-25 17:08:09 main:574] : INFO : Epoch 1819 | loss: 0.0311234 | val_loss: 0.0311367 | Time: 5168.01 ms [2021-07-25 17:08:14 main:574] : INFO : Epoch 1820 | loss: 0.0311219 | val_loss: 0.0311353 | Time: 5395.94 ms [2021-07-25 17:08:19 main:574] : INFO : Epoch 1821 | loss: 0.0311195 | val_loss: 0.0311379 | Time: 5161.6 ms [2021-07-25 17:08:25 main:574] : INFO : Epoch 1822 | loss: 0.0311178 | val_loss: 0.0311377 | Time: 5234.46 ms [2021-07-25 17:08:30 main:574] : INFO : Epoch 1823 | loss: 0.0311198 | val_loss: 0.0311371 | Time: 5134.29 ms [2021-07-25 17:08:35 main:574] : INFO : Epoch 1824 | loss: 0.0311179 | val_loss: 0.031136 | Time: 5189.67 ms [2021-07-25 17:08:40 main:574] : INFO : Epoch 1825 | loss: 0.031118 | val_loss: 0.0311379 | Time: 5160.92 ms [2021-07-25 17:08:46 main:574] : INFO : Epoch 1826 | loss: 0.0311179 | val_loss: 0.0311375 | Time: 5230.7 ms [2021-07-25 17:08:51 main:574] : INFO : Epoch 1827 | loss: 0.0311188 | val_loss: 0.0311393 | Time: 5317.42 ms [2021-07-25 17:08:56 main:574] : INFO : Epoch 1828 | loss: 0.0311233 | val_loss: 0.0311374 | Time: 5191.94 ms [2021-07-25 17:09:02 main:574] : INFO : Epoch 1829 | loss: 0.0311222 | val_loss: 0.0311396 | Time: 5332.74 ms [2021-07-25 17:09:07 main:574] : INFO : Epoch 1830 | loss: 0.0311247 | val_loss: 0.0311447 | Time: 5238.94 ms [2021-07-25 17:09:12 main:574] : INFO : Epoch 1831 | loss: 0.0311218 | val_loss: 0.0311369 | Time: 5199.79 ms [2021-07-25 17:09:17 main:574] : INFO : Epoch 1832 | loss: 0.0311213 | val_loss: 0.0311383 | Time: 5214.63 ms [2021-07-25 17:09:23 main:574] : INFO : Epoch 1833 | loss: 0.0311198 | val_loss: 0.0311388 | Time: 5173.25 ms [2021-07-25 17:09:28 main:574] : INFO : Epoch 1834 | loss: 0.0311246 | val_loss: 0.0311411 | Time: 5297.71 ms [2021-07-25 17:09:33 main:574] : INFO : Epoch 1835 | loss: 0.0311242 | val_loss: 0.0311362 | Time: 5228.93 ms [2021-07-25 17:09:39 main:574] : INFO : Epoch 1836 | loss: 0.0311203 | val_loss: 0.0311364 | Time: 5237.01 ms [2021-07-25 17:09:44 main:574] : INFO : Epoch 1837 | loss: 0.0311199 | val_loss: 0.0311403 | Time: 5214.8 ms [2021-07-25 17:09:49 main:574] : INFO : Epoch 1838 | loss: 0.031119 | val_loss: 0.0311378 | Time: 5247.05 ms [2021-07-25 17:09:54 main:574] : INFO : Epoch 1839 | loss: 0.03112 | val_loss: 0.0311377 | Time: 5295.91 ms [2021-07-25 17:10:00 main:574] : INFO : Epoch 1840 | loss: 0.0311209 | val_loss: 0.0311358 | Time: 5182.72 ms [2021-07-25 17:10:05 main:574] : INFO : Epoch 1841 | loss: 0.0311226 | val_loss: 0.031137 | Time: 5291.19 ms [2021-07-25 17:10:10 main:574] : INFO : Epoch 1842 | loss: 0.0311218 | val_loss: 0.0311398 | Time: 5260.16 ms [2021-07-25 17:10:16 main:574] : INFO : Epoch 1843 | loss: 0.0311217 | val_loss: 0.0311384 | Time: 5171.85 ms [2021-07-25 17:10:21 main:574] : INFO : Epoch 1844 | loss: 0.0311195 | val_loss: 0.0311358 | Time: 5247.12 ms [2021-07-25 17:10:26 main:574] : INFO : Epoch 1845 | loss: 0.0311196 | val_loss: 0.0311411 | Time: 5197.58 ms [2021-07-25 17:10:31 main:574] : INFO : Epoch 1846 | loss: 0.0311256 | val_loss: 0.0311388 | Time: 5228.95 ms [2021-07-25 17:10:37 main:574] : INFO : Epoch 1847 | loss: 0.031127 | val_loss: 0.0311406 | Time: 5239.52 ms [2021-07-25 17:10:42 main:574] : INFO : Epoch 1848 | loss: 0.0311207 | val_loss: 0.0311385 | Time: 5239.89 ms [2021-07-25 17:10:47 main:574] : INFO : Epoch 1849 | loss: 0.0311196 | val_loss: 0.0311361 | Time: 5230.18 ms [2021-07-25 17:10:52 main:574] : INFO : Epoch 1850 | loss: 0.0311207 | val_loss: 0.031136 | Time: 5143.87 ms [2021-07-25 17:10:58 main:574] : INFO : Epoch 1851 | loss: 0.0311197 | val_loss: 0.0311374 | Time: 5239.79 ms [2021-07-25 17:11:03 main:574] : INFO : Epoch 1852 | loss: 0.0311185 | val_loss: 0.0311359 | Time: 5179.52 ms [2021-07-25 17:11:08 main:574] : INFO : Epoch 1853 | loss: 0.0311211 | val_loss: 0.0311443 | Time: 5267.07 ms [2021-07-25 17:11:14 main:574] : INFO : Epoch 1854 | loss: 0.0311204 | val_loss: 0.0311425 | Time: 5264.23 ms [2021-07-25 17:11:19 main:574] : INFO : Epoch 1855 | loss: 0.0311218 | val_loss: 0.0311379 | Time: 5235.84 ms [2021-07-25 17:11:24 main:574] : INFO : Epoch 1856 | loss: 0.0311217 | val_loss: 0.0311428 | Time: 5255.3 ms [2021-07-25 17:11:30 main:574] : INFO : Epoch 1857 | loss: 0.0311207 | val_loss: 0.0311386 | Time: 5203.32 ms [2021-07-25 17:11:35 main:574] : INFO : Epoch 1858 | loss: 0.0311143 | val_loss: 0.0311365 | Time: 5267.92 ms [2021-07-25 17:11:40 main:574] : INFO : Epoch 1859 | loss: 0.0311177 | val_loss: 0.0311353 | Time: 5192.24 ms [2021-07-25 17:11:45 main:574] : INFO : Epoch 1860 | loss: 0.0311169 | val_loss: 0.031138 | Time: 5208.43 ms [2021-07-25 17:11:51 main:574] : INFO : Epoch 1861 | loss: 0.0311151 | val_loss: 0.0311365 | Time: 5231.35 ms [2021-07-25 17:11:56 main:574] : INFO : Epoch 1862 | loss: 0.0311154 | val_loss: 0.0311353 | Time: 5190.37 ms [2021-07-25 17:12:01 main:574] : INFO : Epoch 1863 | loss: 0.0311149 | val_loss: 0.0311376 | Time: 5237.7 ms [2021-07-25 17:12:06 main:574] : INFO : Epoch 1864 | loss: 0.0311144 | val_loss: 0.0311345 | Time: 5153.5 ms [2021-07-25 17:12:12 main:574] : INFO : Epoch 1865 | loss: 0.0311151 | val_loss: 0.0311347 | Time: 5236.56 ms [2021-07-25 17:12:17 main:574] : INFO : Epoch 1866 | loss: 0.0311142 | val_loss: 0.0311354 | Time: 5194.49 ms [2021-07-25 17:12:22 main:574] : INFO : Epoch 1867 | loss: 0.031112 | val_loss: 0.0311374 | Time: 5227.83 ms [2021-07-25 17:12:27 main:574] : INFO : Epoch 1868 | loss: 0.0311126 | val_loss: 0.031136 | Time: 5190.15 ms [2021-07-25 17:12:33 main:574] : INFO : Epoch 1869 | loss: 0.0311226 | val_loss: 0.0311427 | Time: 5196.3 ms [2021-07-25 17:12:38 main:574] : INFO : Epoch 1870 | loss: 0.0311366 | val_loss: 0.0311479 | Time: 5295.52 ms [2021-07-25 17:12:43 main:574] : INFO : Epoch 1871 | loss: 0.0311346 | val_loss: 0.0311454 | Time: 5251.11 ms [2021-07-25 17:12:49 main:574] : INFO : Epoch 1872 | loss: 0.0311328 | val_loss: 0.0311435 | Time: 5230.64 ms [2021-07-25 17:12:54 main:574] : INFO : Epoch 1873 | loss: 0.0311229 | val_loss: 0.0311418 | Time: 5196.36 ms [2021-07-25 17:12:59 main:574] : INFO : Epoch 1874 | loss: 0.0311199 | val_loss: 0.0311399 | Time: 5262.74 ms [2021-07-25 17:13:04 main:574] : INFO : Epoch 1875 | loss: 0.0311186 | val_loss: 0.0311371 | Time: 5209.73 ms [2021-07-25 17:13:10 main:574] : INFO : Epoch 1876 | loss: 0.0311267 | val_loss: 0.0311584 | Time: 5284.6 ms [2021-07-25 17:13:15 main:574] : INFO : Epoch 1877 | loss: 0.0311323 | val_loss: 0.0311464 | Time: 5225.63 ms [2021-07-25 17:13:20 main:574] : INFO : Epoch 1878 | loss: 0.0311309 | val_loss: 0.0311451 | Time: 5146.03 ms [2021-07-25 17:13:25 main:574] : INFO : Epoch 1879 | loss: 0.0311363 | val_loss: 0.0311564 | Time: 5180.27 ms [2021-07-25 17:13:31 main:574] : INFO : Epoch 1880 | loss: 0.0311433 | val_loss: 0.0311515 | Time: 5176.5 ms [2021-07-25 17:13:36 main:574] : INFO : Epoch 1881 | loss: 0.0311418 | val_loss: 0.0311539 | Time: 5232.36 ms [2021-07-25 17:13:41 main:574] : INFO : Epoch 1882 | loss: 0.0311436 | val_loss: 0.0311495 | Time: 5174.18 ms [2021-07-25 17:13:46 main:574] : INFO : Epoch 1883 | loss: 0.0311375 | val_loss: 0.0311486 | Time: 5198.56 ms [2021-07-25 17:13:52 main:574] : INFO : Epoch 1884 | loss: 0.0311356 | val_loss: 0.0311474 | Time: 5158.91 ms [2021-07-25 17:13:57 main:574] : INFO : Epoch 1885 | loss: 0.0311346 | val_loss: 0.0311474 | Time: 5345.16 ms [2021-07-25 17:14:03 main:574] : INFO : Epoch 1886 | loss: 0.0311334 | val_loss: 0.0311476 | Time: 6021.29 ms [2021-07-25 17:14:09 main:574] : INFO : Epoch 1887 | loss: 0.0311328 | val_loss: 0.0311458 | Time: 5290.08 ms [2021-07-25 17:14:13 main:574] : INFO : Epoch 1888 | loss: 0.0311341 | val_loss: 0.0311473 | Time: 4803.57 ms [2021-07-25 17:14:19 main:574] : INFO : Epoch 1889 | loss: 0.0311337 | val_loss: 0.0311461 | Time: 5437.08 ms [2021-07-25 17:14:22 main:574] : INFO : Epoch 1890 | loss: 0.0311349 | val_loss: 0.0311487 | Time: 3317.27 ms [2021-07-25 17:14:25 main:574] : INFO : Epoch 1891 | loss: 0.031136 | val_loss: 0.0311482 | Time: 3161.75 ms [2021-07-25 17:14:28 main:574] : INFO : Epoch 1892 | loss: 0.0311344 | val_loss: 0.0311493 | Time: 2754.08 ms [2021-07-25 17:14:31 main:574] : INFO : Epoch 1893 | loss: 0.0311338 | val_loss: 0.0311569 | Time: 2854.41 ms [2021-07-25 17:14:34 main:574] : INFO : Epoch 1894 | loss: 0.0311335 | val_loss: 0.0311501 | Time: 2917.78 ms [2021-07-25 17:14:37 main:574] : INFO : Epoch 1895 | loss: 0.0311342 | val_loss: 0.0311475 | Time: 3085.75 ms [2021-07-25 17:14:43 main:574] : INFO : Epoch 1896 | loss: 0.031133 | val_loss: 0.0311478 | Time: 5150.91 ms [2021-07-25 17:14:48 main:574] : INFO : Epoch 1897 | loss: 0.0311341 | val_loss: 0.0311481 | Time: 5234.38 ms [2021-07-25 17:14:53 main:574] : INFO : Epoch 1898 | loss: 0.0311339 | val_loss: 0.0311538 | Time: 5262.96 ms [2021-07-25 17:14:59 main:574] : INFO : Epoch 1899 | loss: 0.0311329 | val_loss: 0.0311487 | Time: 5256.44 ms [2021-07-25 17:15:04 main:574] : INFO : Epoch 1900 | loss: 0.0311311 | val_loss: 0.0311478 | Time: 5306.49 ms [2021-07-25 17:15:09 main:574] : INFO : Epoch 1901 | loss: 0.0311306 | val_loss: 0.0311487 | Time: 5236.13 ms [2021-07-25 17:15:14 main:574] : INFO : Epoch 1902 | loss: 0.031131 | val_loss: 0.0311534 | Time: 5205.95 ms [2021-07-25 17:15:20 main:574] : INFO : Epoch 1903 | loss: 0.031131 | val_loss: 0.0311482 | Time: 5274.37 ms [2021-07-25 17:15:25 main:574] : INFO : Epoch 1904 | loss: 0.0311291 | val_loss: 0.0311457 | Time: 5182 ms [2021-07-25 17:15:30 main:574] : INFO : Epoch 1905 | loss: 0.0311285 | val_loss: 0.031146 | Time: 5240.43 ms [2021-07-25 17:15:35 main:574] : INFO : Epoch 1906 | loss: 0.0311284 | val_loss: 0.0311456 | Time: 5225.91 ms [2021-07-25 17:15:41 main:574] : INFO : Epoch 1907 | loss: 0.0311289 | val_loss: 0.0311461 | Time: 5256.57 ms [2021-07-25 17:15:46 main:574] : INFO : Epoch 1908 | loss: 0.0311307 | val_loss: 0.0311448 | Time: 5267.84 ms [2021-07-25 17:15:51 main:574] : INFO : Epoch 1909 | loss: 0.0311289 | val_loss: 0.0311479 | Time: 5202.53 ms [2021-07-25 17:15:57 main:574] : INFO : Epoch 1910 | loss: 0.0311272 | val_loss: 0.0311469 | Time: 5252.49 ms [2021-07-25 17:16:02 main:574] : INFO : Epoch 1911 | loss: 0.0311295 | val_loss: 0.0311649 | Time: 5044.29 ms [2021-07-25 17:16:07 main:574] : INFO : Epoch 1912 | loss: 0.0311337 | val_loss: 0.0311568 | Time: 5105.02 ms [2021-07-25 17:16:12 main:574] : INFO : Epoch 1913 | loss: 0.0311292 | val_loss: 0.0311485 | Time: 5119.25 ms [2021-07-25 17:16:17 main:574] : INFO : Epoch 1914 | loss: 0.0311276 | val_loss: 0.0311465 | Time: 5175.23 ms [2021-07-25 17:16:23 main:574] : INFO : Epoch 1915 | loss: 0.0311246 | val_loss: 0.0311492 | Time: 5201.91 ms [2021-07-25 17:16:28 main:574] : INFO : Epoch 1916 | loss: 0.0311273 | val_loss: 0.0311461 | Time: 5187.92 ms [2021-07-25 17:16:33 main:574] : INFO : Epoch 1917 | loss: 0.031132 | val_loss: 0.0311456 | Time: 5243.85 ms [2021-07-25 17:16:38 main:574] : INFO : Epoch 1918 | loss: 0.0311289 | val_loss: 0.0311454 | Time: 5193.37 ms [2021-07-25 17:16:44 main:574] : INFO : Epoch 1919 | loss: 0.0311266 | val_loss: 0.0311445 | Time: 5322.1 ms [2021-07-25 17:16:49 main:574] : INFO : Epoch 1920 | loss: 0.0311276 | val_loss: 0.0311444 | Time: 5222.54 ms [2021-07-25 17:16:54 main:574] : INFO : Epoch 1921 | loss: 0.0311274 | val_loss: 0.0311523 | Time: 5300.54 ms [2021-07-25 17:17:00 main:574] : INFO : Epoch 1922 | loss: 0.0311272 | val_loss: 0.0311432 | Time: 5271.26 ms [2021-07-25 17:17:05 main:574] : INFO : Epoch 1923 | loss: 0.0311268 | val_loss: 0.0311441 | Time: 5307.92 ms [2021-07-25 17:17:10 main:574] : INFO : Epoch 1924 | loss: 0.0311265 | val_loss: 0.0311508 | Time: 5306.41 ms [2021-07-25 17:17:16 main:574] : INFO : Epoch 1925 | loss: 0.0311267 | val_loss: 0.0311492 | Time: 5199.27 ms [2021-07-25 17:17:21 main:574] : INFO : Epoch 1926 | loss: 0.0311254 | val_loss: 0.0311455 | Time: 5241.47 ms [2021-07-25 17:17:26 main:574] : INFO : Epoch 1927 | loss: 0.0311251 | val_loss: 0.0311448 | Time: 5199.99 ms [2021-07-25 17:17:31 main:574] : INFO : Epoch 1928 | loss: 0.0311336 | val_loss: 0.031154 | Time: 5232.28 ms [2021-07-25 17:17:37 main:574] : INFO : Epoch 1929 | loss: 0.0311305 | val_loss: 0.0311453 | Time: 5258.04 ms [2021-07-25 17:17:42 main:574] : INFO : Epoch 1930 | loss: 0.0311239 | val_loss: 0.0311416 | Time: 5213.33 ms [2021-07-25 17:17:47 main:574] : INFO : Epoch 1931 | loss: 0.0311234 | val_loss: 0.0311447 | Time: 5232.26 ms [2021-07-25 17:17:53 main:574] : INFO : Epoch 1932 | loss: 0.031124 | val_loss: 0.0311426 | Time: 5187.93 ms [2021-07-25 17:17:58 main:574] : INFO : Epoch 1933 | loss: 0.0311252 | val_loss: 0.0311408 | Time: 5282.48 ms [2021-07-25 17:18:03 main:574] : INFO : Epoch 1934 | loss: 0.0311225 | val_loss: 0.0311422 | Time: 5258.51 ms [2021-07-25 17:18:08 main:574] : INFO : Epoch 1935 | loss: 0.0311227 | val_loss: 0.0311425 | Time: 5208.03 ms [2021-07-25 17:18:14 main:574] : INFO : Epoch 1936 | loss: 0.0311216 | val_loss: 0.0311446 | Time: 5303.44 ms [2021-07-25 17:18:19 main:574] : INFO : Epoch 1937 | loss: 0.0311224 | val_loss: 0.0311468 | Time: 5168.14 ms [2021-07-25 17:18:24 main:574] : INFO : Epoch 1938 | loss: 0.0311212 | val_loss: 0.0311426 | Time: 5233.65 ms [2021-07-25 17:18:30 main:574] : INFO : Epoch 1939 | loss: 0.0311222 | val_loss: 0.0311514 | Time: 5228.94 ms [2021-07-25 17:18:35 main:574] : INFO : Epoch 1940 | loss: 0.0311265 | val_loss: 0.0311545 | Time: 5238.5 ms [2021-07-25 17:18:40 main:574] : INFO : Epoch 1941 | loss: 0.0311254 | val_loss: 0.0311453 | Time: 5234.59 ms [2021-07-25 17:18:45 main:574] : INFO : Epoch 1942 | loss: 0.0311203 | val_loss: 0.0311418 | Time: 5164.59 ms [2021-07-25 17:18:51 main:574] : INFO : Epoch 1943 | loss: 0.031119 | val_loss: 0.0311436 | Time: 5282.85 ms [2021-07-25 17:18:56 main:574] : INFO : Epoch 1944 | loss: 0.0311204 | val_loss: 0.0311436 | Time: 5254.49 ms [2021-07-25 17:19:01 main:574] : INFO : Epoch 1945 | loss: 0.03112 | val_loss: 0.0311404 | Time: 5343.5 ms [2021-07-25 17:19:07 main:574] : INFO : Epoch 1946 | loss: 0.0311178 | val_loss: 0.031139 | Time: 5258.64 ms [2021-07-25 17:19:12 main:574] : INFO : Epoch 1947 | loss: 0.0311181 | val_loss: 0.0311464 | Time: 5257.4 ms [2021-07-25 17:19:17 main:574] : INFO : Epoch 1948 | loss: 0.0311182 | val_loss: 0.0311413 | Time: 5261.79 ms [2021-07-25 17:19:23 main:574] : INFO : Epoch 1949 | loss: 0.031116 | val_loss: 0.0311384 | Time: 5212.11 ms [2021-07-25 17:19:28 main:574] : INFO : Epoch 1950 | loss: 0.0311158 | val_loss: 0.0311409 | Time: 5310.76 ms [2021-07-25 17:19:33 main:574] : INFO : Epoch 1951 | loss: 0.0311156 | val_loss: 0.031141 | Time: 5228.16 ms [2021-07-25 17:19:39 main:574] : INFO : Epoch 1952 | loss: 0.0311165 | val_loss: 0.0311399 | Time: 5225.06 ms [2021-07-25 17:19:44 main:574] : INFO : Epoch 1953 | loss: 0.0311146 | val_loss: 0.0311382 | Time: 5264.91 ms [2021-07-25 17:19:49 main:574] : INFO : Epoch 1954 | loss: 0.0311139 | val_loss: 0.0311389 | Time: 5155.57 ms [2021-07-25 17:19:54 main:574] : INFO : Epoch 1955 | loss: 0.0311138 | val_loss: 0.0311406 | Time: 5223.11 ms [2021-07-25 17:20:00 main:574] : INFO : Epoch 1956 | loss: 0.0311148 | val_loss: 0.0311402 | Time: 5229.78 ms [2021-07-25 17:20:05 main:574] : INFO : Epoch 1957 | loss: 0.0311137 | val_loss: 0.0311407 | Time: 5325.89 ms [2021-07-25 17:20:10 main:574] : INFO : Epoch 1958 | loss: 0.0311157 | val_loss: 0.031141 | Time: 5254.6 ms [2021-07-25 17:20:16 main:574] : INFO : Epoch 1959 | loss: 0.0311165 | val_loss: 0.0311398 | Time: 5154.99 ms [2021-07-25 17:20:21 main:574] : INFO : Epoch 1960 | loss: 0.0311148 | val_loss: 0.0311429 | Time: 5285.71 ms [2021-07-25 17:20:26 main:574] : INFO : Epoch 1961 | loss: 0.0311146 | val_loss: 0.0311394 | Time: 5244.46 ms [2021-07-25 17:20:32 main:574] : INFO : Epoch 1962 | loss: 0.0311146 | val_loss: 0.0311371 | Time: 5265.22 ms [2021-07-25 17:20:37 main:574] : INFO : Epoch 1963 | loss: 0.0311151 | val_loss: 0.0311421 | Time: 5178.48 ms [2021-07-25 17:20:42 main:574] : INFO : Epoch 1964 | loss: 0.0311175 | val_loss: 0.0311415 | Time: 5207.3 ms [2021-07-25 17:20:47 main:574] : INFO : Epoch 1965 | loss: 0.031117 | val_loss: 0.0311405 | Time: 5262.88 ms [2021-07-25 17:20:53 main:574] : INFO : Epoch 1966 | loss: 0.0311142 | val_loss: 0.0311436 | Time: 5225.24 ms [2021-07-25 17:20:58 main:574] : INFO : Epoch 1967 | loss: 0.0311128 | val_loss: 0.0311397 | Time: 5229.24 ms [2021-07-25 17:21:03 main:574] : INFO : Epoch 1968 | loss: 0.0311154 | val_loss: 0.031143 | Time: 5231.82 ms [2021-07-25 17:21:09 main:574] : INFO : Epoch 1969 | loss: 0.031116 | val_loss: 0.0311379 | Time: 5277.86 ms [2021-07-25 17:21:14 main:574] : INFO : Epoch 1970 | loss: 0.0311186 | val_loss: 0.0311402 | Time: 5278.1 ms [2021-07-25 17:21:19 main:574] : INFO : Epoch 1971 | loss: 0.0311201 | val_loss: 0.0311444 | Time: 5237.04 ms [2021-07-25 17:21:24 main:574] : INFO : Epoch 1972 | loss: 0.0311168 | val_loss: 0.0311402 | Time: 5277.92 ms [2021-07-25 17:21:30 main:574] : INFO : Epoch 1973 | loss: 0.0311167 | val_loss: 0.0311368 | Time: 5232.95 ms [2021-07-25 17:21:35 main:574] : INFO : Epoch 1974 | loss: 0.0311167 | val_loss: 0.0311422 | Time: 5267.7 ms [2021-07-25 17:21:40 main:574] : INFO : Epoch 1975 | loss: 0.0311183 | val_loss: 0.0311362 | Time: 5267.19 ms [2021-07-25 17:21:46 main:574] : INFO : Epoch 1976 | loss: 0.031115 | val_loss: 0.0311421 | Time: 5196.89 ms [2021-07-25 17:21:51 main:574] : INFO : Epoch 1977 | loss: 0.0311164 | val_loss: 0.0311372 | Time: 5265.61 ms [2021-07-25 17:21:56 main:574] : INFO : Epoch 1978 | loss: 0.0311206 | val_loss: 0.0311373 | Time: 5272.87 ms [2021-07-25 17:22:02 main:574] : INFO : Epoch 1979 | loss: 0.0311165 | val_loss: 0.0311363 | Time: 5283.31 ms [2021-07-25 17:22:07 main:574] : INFO : Epoch 1980 | loss: 0.0311146 | val_loss: 0.0311371 | Time: 5206.89 ms [2021-07-25 17:22:12 main:574] : INFO : Epoch 1981 | loss: 0.0311141 | val_loss: 0.031135 | Time: 5226.84 ms [2021-07-25 17:22:17 main:574] : INFO : Epoch 1982 | loss: 0.0311144 | val_loss: 0.0311369 | Time: 5256.38 ms [2021-07-25 17:22:23 main:574] : INFO : Epoch 1983 | loss: 0.0311145 | val_loss: 0.031137 | Time: 5221.47 ms [2021-07-25 17:22:28 main:574] : INFO : Epoch 1984 | loss: 0.0311131 | val_loss: 0.031137 | Time: 5209.01 ms [2021-07-25 17:22:33 main:574] : INFO : Epoch 1985 | loss: 0.0311191 | val_loss: 0.0311387 | Time: 5169.79 ms [2021-07-25 17:22:38 main:574] : INFO : Epoch 1986 | loss: 0.0311188 | val_loss: 0.0311476 | Time: 5221.26 ms [2021-07-25 17:22:44 main:574] : INFO : Epoch 1987 | loss: 0.0311176 | val_loss: 0.031138 | Time: 5185.33 ms [2021-07-25 17:22:49 main:574] : INFO : Epoch 1988 | loss: 0.0311175 | val_loss: 0.0311425 | Time: 5266.74 ms [2021-07-25 17:22:54 main:574] : INFO : Epoch 1989 | loss: 0.0311156 | val_loss: 0.0311371 | Time: 5295.1 ms [2021-07-25 17:23:00 main:574] : INFO : Epoch 1990 | loss: 0.0311163 | val_loss: 0.0311387 | Time: 5246.55 ms [2021-07-25 17:23:05 main:574] : INFO : Epoch 1991 | loss: 0.0311176 | val_loss: 0.0311364 | Time: 5223.19 ms [2021-07-25 17:23:10 main:574] : INFO : Epoch 1992 | loss: 0.0311149 | val_loss: 0.0311377 | Time: 5189.53 ms [2021-07-25 17:23:15 main:574] : INFO : Epoch 1993 | loss: 0.0311129 | val_loss: 0.0311383 | Time: 5236.41 ms [2021-07-25 17:23:21 main:574] : INFO : Epoch 1994 | loss: 0.0311144 | val_loss: 0.031143 | Time: 5242.84 ms [2021-07-25 17:23:26 main:574] : INFO : Epoch 1995 | loss: 0.0311149 | val_loss: 0.0311388 | Time: 5165.1 ms [2021-07-25 17:23:31 main:574] : INFO : Epoch 1996 | loss: 0.0311147 | val_loss: 0.0311427 | Time: 5319.94 ms [2021-07-25 17:23:37 main:574] : INFO : Epoch 1997 | loss: 0.0311157 | val_loss: 0.0311378 | Time: 5195.86 ms [2021-07-25 17:23:42 main:574] : INFO : Epoch 1998 | loss: 0.0311137 | val_loss: 0.0311385 | Time: 5312.85 ms [2021-07-25 17:23:47 main:574] : INFO : Epoch 1999 | loss: 0.0311149 | val_loss: 0.031138 | Time: 5212.6 ms [2021-07-25 17:23:52 main:574] : INFO : Epoch 2000 | loss: 0.0311126 | val_loss: 0.0311369 | Time: 5194.23 ms [2021-07-25 17:23:58 main:574] : INFO : Epoch 2001 | loss: 0.0311122 | val_loss: 0.0311393 | Time: 5258.41 ms [2021-07-25 17:24:03 main:574] : INFO : Epoch 2002 | loss: 0.0311206 | val_loss: 0.0311371 | Time: 5222.86 ms [2021-07-25 17:24:08 main:574] : INFO : Epoch 2003 | loss: 0.0311169 | val_loss: 0.0311354 | Time: 5306.08 ms [2021-07-25 17:24:14 main:574] : INFO : Epoch 2004 | loss: 0.0311159 | val_loss: 0.0311355 | Time: 5306.44 ms [2021-07-25 17:24:19 main:574] : INFO : Epoch 2005 | loss: 0.0311182 | val_loss: 0.0311393 | Time: 5181.72 ms [2021-07-25 17:24:24 main:574] : INFO : Epoch 2006 | loss: 0.0311171 | val_loss: 0.0311354 | Time: 5274.05 ms [2021-07-25 17:24:30 main:574] : INFO : Epoch 2007 | loss: 0.0311178 | val_loss: 0.0311348 | Time: 5241.63 ms [2021-07-25 17:24:35 main:574] : INFO : Epoch 2008 | loss: 0.0311224 | val_loss: 0.0311407 | Time: 5255.87 ms [2021-07-25 17:24:40 main:574] : INFO : Epoch 2009 | loss: 0.0311178 | val_loss: 0.0311431 | Time: 5233 ms [2021-07-25 17:24:46 main:574] : INFO : Epoch 2010 | loss: 0.0311175 | val_loss: 0.0311371 | Time: 5298.52 ms [2021-07-25 17:24:51 main:574] : INFO : Epoch 2011 | loss: 0.0311157 | val_loss: 0.031136 | Time: 5198.18 ms [2021-07-25 17:24:56 main:574] : INFO : Epoch 2012 | loss: 0.0311158 | val_loss: 0.031138 | Time: 5218.06 ms [2021-07-25 17:25:01 main:574] : INFO : Epoch 2013 | loss: 0.031115 | val_loss: 0.0311335 | Time: 5250.44 ms [2021-07-25 17:25:07 main:574] : INFO : Epoch 2014 | loss: 0.0311177 | val_loss: 0.0311342 | Time: 5261.07 ms [2021-07-25 17:25:12 main:574] : INFO : Epoch 2015 | loss: 0.0311151 | val_loss: 0.031137 | Time: 5242.29 ms [2021-07-25 17:25:17 main:574] : INFO : Epoch 2016 | loss: 0.031115 | val_loss: 0.0311443 | Time: 5293.91 ms [2021-07-25 17:25:23 main:574] : INFO : Epoch 2017 | loss: 0.0311152 | val_loss: 0.0311463 | Time: 5281.87 ms [2021-07-25 17:25:28 main:574] : INFO : Epoch 2018 | loss: 0.0311173 | val_loss: 0.0311384 | Time: 5278.16 ms [2021-07-25 17:25:33 main:574] : INFO : Epoch 2019 | loss: 0.0311136 | val_loss: 0.031136 | Time: 5238.04 ms [2021-07-25 17:25:39 main:574] : INFO : Epoch 2020 | loss: 0.0311162 | val_loss: 0.0311385 | Time: 5357.77 ms [2021-07-25 17:25:44 main:574] : INFO : Epoch 2021 | loss: 0.0311156 | val_loss: 0.0311367 | Time: 5115.19 ms [2021-07-25 17:25:49 main:574] : INFO : Epoch 2022 | loss: 0.0311151 | val_loss: 0.0311382 | Time: 5242.32 ms [2021-07-25 17:25:54 main:574] : INFO : Epoch 2023 | loss: 0.0311151 | val_loss: 0.0311346 | Time: 5196.67 ms [2021-07-25 17:26:00 main:574] : INFO : Epoch 2024 | loss: 0.0311136 | val_loss: 0.0311351 | Time: 5271.38 ms [2021-07-25 17:26:05 main:574] : INFO : Epoch 2025 | loss: 0.0311122 | val_loss: 0.0311363 | Time: 5225.21 ms [2021-07-25 17:26:10 main:574] : INFO : Epoch 2026 | loss: 0.0311117 | val_loss: 0.0311363 | Time: 5190.86 ms [2021-07-25 17:26:16 main:574] : INFO : Epoch 2027 | loss: 0.0311141 | val_loss: 0.0311397 | Time: 5311.52 ms [2021-07-25 17:26:21 main:574] : INFO : Epoch 2028 | loss: 0.0311125 | val_loss: 0.0311362 | Time: 5183.53 ms [2021-07-25 17:26:26 main:574] : INFO : Epoch 2029 | loss: 0.0311128 | val_loss: 0.0311348 | Time: 5309.11 ms [2021-07-25 17:26:31 main:574] : INFO : Epoch 2030 | loss: 0.031112 | val_loss: 0.0311347 | Time: 5198.12 ms [2021-07-25 17:26:37 main:574] : INFO : Epoch 2031 | loss: 0.031113 | val_loss: 0.0311401 | Time: 5261.82 ms [2021-07-25 17:26:42 main:574] : INFO : Epoch 2032 | loss: 0.0311144 | val_loss: 0.0311361 | Time: 5236.56 ms [2021-07-25 17:26:47 main:574] : INFO : Epoch 2033 | loss: 0.0311142 | val_loss: 0.0311334 | Time: 5229.44 ms [2021-07-25 17:26:53 main:574] : INFO : Epoch 2034 | loss: 0.0311147 | val_loss: 0.0311358 | Time: 5282.84 ms [2021-07-25 17:26:58 main:574] : INFO : Epoch 2035 | loss: 0.031114 | val_loss: 0.0311374 | Time: 5268.16 ms [2021-07-25 17:27:03 main:574] : INFO : Epoch 2036 | loss: 0.0311151 | val_loss: 0.0311371 | Time: 5320.89 ms [2021-07-25 17:27:09 main:574] : INFO : Epoch 2037 | loss: 0.0311147 | val_loss: 0.0311386 | Time: 5259.24 ms [2021-07-25 17:27:14 main:574] : INFO : Epoch 2038 | loss: 0.0311186 | val_loss: 0.0311419 | Time: 5298.26 ms [2021-07-25 17:27:19 main:574] : INFO : Epoch 2039 | loss: 0.0311143 | val_loss: 0.031134 | Time: 5248.66 ms [2021-07-25 17:27:25 main:574] : INFO : Epoch 2040 | loss: 0.031122 | val_loss: 0.0311374 | Time: 5199.68 ms [2021-07-25 17:27:30 main:574] : INFO : Epoch 2041 | loss: 0.0311187 | val_loss: 0.0311476 | Time: 5263.52 ms [2021-07-25 17:27:35 main:574] : INFO : Epoch 2042 | loss: 0.0311184 | val_loss: 0.0311365 | Time: 5188.29 ms [2021-07-25 17:27:40 main:574] : INFO : Epoch 2043 | loss: 0.0311167 | val_loss: 0.0311441 | Time: 5266.58 ms [2021-07-25 17:27:46 main:574] : INFO : Epoch 2044 | loss: 0.0311165 | val_loss: 0.0311411 | Time: 5217.91 ms [2021-07-25 17:27:51 main:574] : INFO : Epoch 2045 | loss: 0.0311156 | val_loss: 0.0311389 | Time: 5219.52 ms [2021-07-25 17:27:56 main:574] : INFO : Epoch 2046 | loss: 0.0311196 | val_loss: 0.0311398 | Time: 5288.4 ms [2021-07-25 17:28:02 main:574] : INFO : Epoch 2047 | loss: 0.0311203 | val_loss: 0.0311375 | Time: 5268.69 ms [2021-07-25 17:28:07 main:574] : INFO : Epoch 2048 | loss: 0.0311173 | val_loss: 0.0311373 | Time: 5237.15 ms [2021-07-25 17:28:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311373 [2021-07-25 17:28:07 main:603] : INFO : Saving end state to config to file [2021-07-25 17:28:07 main:608] : INFO : Success, exiting.. 17:28:07 (6156): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)