Task 14624005
| Name | ParityModified-1647047806-10290-3-0_1 |
| Workunit | 11576039 |
| Created | 18 Apr 2022, 15:37:00 UTC |
| Sent | 18 Apr 2022, 15:40:49 UTC |
| Report deadline | 26 Apr 2022, 15:40:49 UTC |
| Received | 25 Apr 2022, 5:38:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 4 hours 30 min 18 sec |
| CPU time | 2 hours 16 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.61 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> och 1542 | loss: 0.0311204 | val_loss: 0.0311413 | Time: 6542.38 ms [2022-04-25 06:37:07 main:574] : INFO : Epoch 1543 | loss: 0.0311202 | val_loss: 0.0311454 | Time: 7030.71 ms [2022-04-25 06:37:14 main:574] : INFO : Epoch 1544 | loss: 0.0311199 | val_loss: 0.0311435 | Time: 6962.55 ms [2022-04-25 06:37:22 main:574] : INFO : Epoch 1545 | loss: 0.03112 | val_loss: 0.0311515 | Time: 7390.31 ms [2022-04-25 06:37:28 main:574] : INFO : Epoch 1546 | loss: 0.0311226 | val_loss: 0.0311494 | Time: 6473.35 ms [2022-04-25 06:37:35 main:574] : INFO : Epoch 1547 | loss: 0.0311219 | val_loss: 0.0311482 | Time: 6940.36 ms [2022-04-25 06:37:42 main:574] : INFO : Epoch 1548 | loss: 0.0311212 | val_loss: 0.0311466 | Time: 6574.98 ms [2022-04-25 06:37:50 main:574] : INFO : Epoch 1549 | loss: 0.0311224 | val_loss: 0.0311474 | Time: 7819.51 ms [2022-04-25 06:37:58 main:574] : INFO : Epoch 1550 | loss: 0.0311226 | val_loss: 0.0311435 | Time: 8080.43 ms [2022-04-25 06:38:06 main:574] : INFO : Epoch 1551 | loss: 0.0311226 | val_loss: 0.0311425 | Time: 7212.18 ms [2022-04-25 06:38:15 main:574] : INFO : Epoch 1552 | loss: 0.0311217 | val_loss: 0.0311421 | Time: 8835.86 ms [2022-04-25 06:38:24 main:574] : INFO : Epoch 1553 | loss: 0.0311198 | val_loss: 0.0311446 | Time: 8190.92 ms [2022-04-25 06:38:32 main:574] : INFO : Epoch 1554 | loss: 0.0311219 | val_loss: 0.0311438 | Time: 7321.79 ms [2022-04-25 06:38:39 main:574] : INFO : Epoch 1555 | loss: 0.0311232 | val_loss: 0.0311458 | Time: 6767.35 ms [2022-04-25 06:38:45 main:574] : INFO : Epoch 1556 | loss: 0.0311244 | val_loss: 0.031146 | Time: 6488.68 ms [2022-04-25 06:38:53 main:574] : INFO : Epoch 1557 | loss: 0.0311233 | val_loss: 0.0311419 | Time: 7871.51 ms [2022-04-25 06:39:01 main:574] : INFO : Epoch 1558 | loss: 0.0311283 | val_loss: 0.0311566 | Time: 7303.25 ms [2022-04-25 06:39:09 main:574] : INFO : Epoch 1559 | loss: 0.0311314 | val_loss: 0.0311507 | Time: 8298.26 ms [2022-04-25 06:39:16 main:574] : INFO : Epoch 1560 | loss: 0.0311302 | val_loss: 0.0311532 | Time: 6592.66 ms [2022-04-25 06:39:24 main:574] : INFO : Epoch 1561 | loss: 0.0311265 | val_loss: 0.0311499 | Time: 7582.11 ms [2022-04-25 06:39:31 main:574] : INFO : Epoch 1562 | loss: 0.0311263 | val_loss: 0.0311498 | Time: 7053.18 ms [2022-04-25 06:39:40 main:574] : INFO : Epoch 1563 | loss: 0.0311247 | val_loss: 0.0311434 | Time: 8455.93 ms [2022-04-25 06:39:49 main:574] : INFO : Epoch 1564 | loss: 0.0311224 | val_loss: 0.0311424 | Time: 8495 ms [2022-04-25 06:39:57 main:574] : INFO : Epoch 1565 | loss: 0.0311212 | val_loss: 0.0311463 | Time: 8018.07 ms [2022-04-25 06:40:06 main:574] : INFO : Epoch 1566 | loss: 0.031121 | val_loss: 0.0311441 | Time: 8510.68 ms [2022-04-25 06:40:14 main:574] : INFO : Epoch 1567 | loss: 0.0311194 | val_loss: 0.0311505 | Time: 7379.11 ms [2022-04-25 06:40:20 main:574] : INFO : Epoch 1568 | loss: 0.0311242 | val_loss: 0.0311502 | Time: 6421.55 ms [2022-04-25 06:40:28 main:574] : INFO : Epoch 1569 | loss: 0.0311214 | val_loss: 0.0311471 | Time: 7457.5 ms [2022-04-25 06:40:37 main:574] : INFO : Epoch 1570 | loss: 0.0311211 | val_loss: 0.0311495 | Time: 8169.84 ms [2022-04-25 06:40:44 main:574] : INFO : Epoch 1571 | loss: 0.0311206 | val_loss: 0.0311487 | Time: 7466.02 ms [2022-04-25 06:40:53 main:574] : INFO : Epoch 1572 | loss: 0.0311198 | val_loss: 0.031148 | Time: 7351.88 ms [2022-04-25 06:41:00 main:574] : INFO : Epoch 1573 | loss: 0.0311197 | val_loss: 0.0311486 | Time: 7419.62 ms [2022-04-25 06:41:07 main:574] : INFO : Epoch 1574 | loss: 0.0311206 | val_loss: 0.0311507 | Time: 6755.87 ms [2022-04-25 06:41:15 main:574] : INFO : Epoch 1575 | loss: 0.0311206 | val_loss: 0.0311504 | Time: 6764.84 ms [2022-04-25 06:41:22 main:574] : INFO : Epoch 1576 | loss: 0.031121 | val_loss: 0.0311471 | Time: 7739.59 ms [2022-04-25 06:41:30 main:574] : INFO : Epoch 1577 | loss: 0.0311216 | val_loss: 0.0311469 | Time: 6906.49 ms [2022-04-25 06:41:37 main:574] : INFO : Epoch 1578 | loss: 0.0311196 | val_loss: 0.0311519 | Time: 6745.56 ms [2022-04-25 06:41:44 main:574] : INFO : Epoch 1579 | loss: 0.0311183 | val_loss: 0.0311491 | Time: 7337.06 ms [2022-04-25 06:41:51 main:574] : INFO : Epoch 1580 | loss: 0.0311206 | val_loss: 0.0311477 | Time: 6622.04 ms [2022-04-25 06:41:58 main:574] : INFO : Epoch 1581 | loss: 0.0311188 | val_loss: 0.0311446 | Time: 6948.79 ms [2022-04-25 06:42:05 main:574] : INFO : Epoch 1582 | loss: 0.0311186 | val_loss: 0.031149 | Time: 6171.87 ms [2022-04-25 06:42:11 main:574] : INFO : Epoch 1583 | loss: 0.0311184 | val_loss: 0.0311544 | Time: 6071 ms [2022-04-25 06:42:18 main:574] : INFO : Epoch 1584 | loss: 0.0311256 | val_loss: 0.0311471 | Time: 7147.36 ms [2022-04-25 06:42:25 main:574] : INFO : Epoch 1585 | loss: 0.0311363 | val_loss: 0.0311488 | Time: 6611.78 ms [2022-04-25 06:42:31 main:574] : INFO : Epoch 1586 | loss: 0.0311365 | val_loss: 0.031148 | Time: 6203.23 ms [2022-04-25 06:42:40 main:574] : INFO : Epoch 1587 | loss: 0.0311339 | val_loss: 0.0311452 | Time: 8298.23 ms [2022-04-25 06:42:48 main:574] : INFO : Epoch 1588 | loss: 0.0311378 | val_loss: 0.0311498 | Time: 7430 ms [2022-04-25 06:42:55 main:574] : INFO : Epoch 1589 | loss: 0.0311309 | val_loss: 0.031152 | Time: 6928.28 ms [2022-04-25 06:43:03 main:574] : INFO : Epoch 1590 | loss: 0.0311265 | val_loss: 0.0311481 | Time: 7908.72 ms [2022-04-25 06:43:10 main:574] : INFO : Epoch 1591 | loss: 0.0311239 | val_loss: 0.0311456 | Time: 7265.58 ms [2022-04-25 06:43:17 main:574] : INFO : Epoch 1592 | loss: 0.0311222 | val_loss: 0.0311463 | Time: 6724.97 ms [2022-04-25 06:43:24 main:574] : INFO : Epoch 1593 | loss: 0.0311211 | val_loss: 0.0311472 | Time: 6696.32 ms [2022-04-25 06:43:32 main:574] : INFO : Epoch 1594 | loss: 0.0311222 | val_loss: 0.0311522 | Time: 7792.45 ms [2022-04-25 06:43:39 main:574] : INFO : Epoch 1595 | loss: 0.0311311 | val_loss: 0.0311444 | Time: 7089.84 ms [2022-04-25 06:43:46 main:574] : INFO : Epoch 1596 | loss: 0.0311268 | val_loss: 0.0311449 | Time: 7106.89 ms [2022-04-25 06:43:54 main:574] : INFO : Epoch 1597 | loss: 0.0311256 | val_loss: 0.0311479 | Time: 7762.57 ms [2022-04-25 06:44:01 main:574] : INFO : Epoch 1598 | loss: 0.0311249 | val_loss: 0.0311443 | Time: 6384.15 ms [2022-04-25 06:44:07 main:574] : INFO : Epoch 1599 | loss: 0.0311249 | val_loss: 0.0311444 | Time: 6349.87 ms [2022-04-25 06:44:13 main:574] : INFO : Epoch 1600 | loss: 0.031125 | val_loss: 0.0311468 | Time: 6193.05 ms [2022-04-25 06:44:21 main:574] : INFO : Epoch 1601 | loss: 0.0311254 | val_loss: 0.0311479 | Time: 7198.47 ms [2022-04-25 06:44:27 main:574] : INFO : Epoch 1602 | loss: 0.0311259 | val_loss: 0.0311468 | Time: 6035.67 ms [2022-04-25 06:44:34 main:574] : INFO : Epoch 1603 | loss: 0.0311245 | val_loss: 0.0311457 | Time: 7118.3 ms [2022-04-25 06:44:41 main:574] : INFO : Epoch 1604 | loss: 0.0311228 | val_loss: 0.0311462 | Time: 6535.09 ms [2022-04-25 06:44:48 main:574] : INFO : Epoch 1605 | loss: 0.0311217 | val_loss: 0.0311537 | Time: 6543.1 ms [2022-04-25 06:44:54 main:574] : INFO : Epoch 1606 | loss: 0.0311227 | val_loss: 0.0311518 | Time: 6204.23 ms [2022-04-25 06:45:01 main:574] : INFO : Epoch 1607 | loss: 0.0311206 | val_loss: 0.0311494 | Time: 7477.35 ms [2022-04-25 06:45:08 main:574] : INFO : Epoch 1608 | loss: 0.0311206 | val_loss: 0.0311483 | Time: 6048.59 ms [2022-04-25 06:45:16 main:574] : INFO : Epoch 1609 | loss: 0.0311195 | val_loss: 0.0311486 | Time: 7769.83 ms [2022-04-25 06:45:23 main:574] : INFO : Epoch 1610 | loss: 0.0311206 | val_loss: 0.0311482 | Time: 6545.82 ms [2022-04-25 06:45:31 main:574] : INFO : Epoch 1611 | loss: 0.0311256 | val_loss: 0.0311482 | Time: 7008.62 ms [2022-04-25 06:45:38 main:574] : INFO : Epoch 1612 | loss: 0.0311336 | val_loss: 0.0311463 | Time: 6291.29 ms [2022-04-25 06:45:46 main:574] : INFO : Epoch 1613 | loss: 0.0311314 | val_loss: 0.031151 | Time: 7902.1 ms [2022-04-25 06:45:53 main:574] : INFO : Epoch 1614 | loss: 0.0311279 | val_loss: 0.0311488 | Time: 7023.82 ms [2022-04-25 06:46:03 main:574] : INFO : Epoch 1615 | loss: 0.0311261 | val_loss: 0.0311502 | Time: 8942.3 ms [2022-04-25 06:46:11 main:574] : INFO : Epoch 1616 | loss: 0.0311259 | val_loss: 0.0311506 | Time: 7588.27 ms [2022-04-25 06:46:21 main:574] : INFO : Epoch 1617 | loss: 0.0311235 | val_loss: 0.031148 | Time: 8284.43 ms [2022-04-25 06:46:29 main:574] : INFO : Epoch 1618 | loss: 0.0311243 | val_loss: 0.031148 | Time: 7668.96 ms [2022-04-25 06:46:35 main:574] : INFO : Epoch 1619 | loss: 0.0311238 | val_loss: 0.0311519 | Time: 6457.5 ms [2022-04-25 06:46:43 main:574] : INFO : Epoch 1620 | loss: 0.0311227 | val_loss: 0.0311515 | Time: 7110.24 ms [2022-04-25 06:46:50 main:574] : INFO : Epoch 1621 | loss: 0.031121 | val_loss: 0.0311475 | Time: 6579.78 ms [2022-04-25 06:46:57 main:574] : INFO : Epoch 1622 | loss: 0.0311202 | val_loss: 0.0311464 | Time: 7776.31 ms [2022-04-25 06:47:04 main:574] : INFO : Epoch 1623 | loss: 0.0311195 | val_loss: 0.0311461 | Time: 6880.68 ms [2022-04-25 06:47:11 main:574] : INFO : Epoch 1624 | loss: 0.0311186 | val_loss: 0.0311485 | Time: 6231.21 ms [2022-04-25 06:47:18 main:574] : INFO : Epoch 1625 | loss: 0.0311196 | val_loss: 0.031144 | Time: 6981.43 ms [2022-04-25 06:47:25 main:574] : INFO : Epoch 1626 | loss: 0.0311231 | val_loss: 0.0311483 | Time: 6777.35 ms [2022-04-25 06:47:33 main:574] : INFO : Epoch 1627 | loss: 0.0311218 | val_loss: 0.0311473 | Time: 8520.65 ms [2022-04-25 06:47:40 main:574] : INFO : Epoch 1628 | loss: 0.0311222 | val_loss: 0.0311476 | Time: 6649.89 ms [2022-04-25 06:47:48 main:574] : INFO : Epoch 1629 | loss: 0.0311215 | val_loss: 0.0311454 | Time: 6804.18 ms [2022-04-25 06:47:55 main:574] : INFO : Epoch 1630 | loss: 0.0311229 | val_loss: 0.0311436 | Time: 6889.17 ms [2022-04-25 06:48:05 main:574] : INFO : Epoch 1631 | loss: 0.0311214 | val_loss: 0.031145 | Time: 7109.53 ms [2022-04-25 06:48:13 main:574] : INFO : Epoch 1632 | loss: 0.0311204 | val_loss: 0.0311482 | Time: 7317.13 ms [2022-04-25 06:48:20 main:574] : INFO : Epoch 1633 | loss: 0.0311216 | val_loss: 0.0311467 | Time: 6869.48 ms [2022-04-25 06:48:27 main:574] : INFO : Epoch 1634 | loss: 0.031123 | val_loss: 0.0311471 | Time: 6641.71 ms [2022-04-25 06:48:36 main:574] : INFO : Epoch 1635 | loss: 0.031127 | val_loss: 0.0311498 | Time: 8778.37 ms [2022-04-25 06:48:44 main:574] : INFO : Epoch 1636 | loss: 0.0311319 | val_loss: 0.0311499 | Time: 8466.82 ms [2022-04-25 06:48:53 main:574] : INFO : Epoch 1637 | loss: 0.0311346 | val_loss: 0.0311511 | Time: 8755.97 ms [2022-04-25 06:49:00 main:574] : INFO : Epoch 1638 | loss: 0.0311322 | val_loss: 0.0311487 | Time: 6783.88 ms [2022-04-25 06:49:07 main:574] : INFO : Epoch 1639 | loss: 0.0311306 | val_loss: 0.0311564 | Time: 6827.95 ms [2022-04-25 06:49:14 main:574] : INFO : Epoch 1640 | loss: 0.0311278 | val_loss: 0.0311541 | Time: 6296.45 ms [2022-04-25 06:49:22 main:574] : INFO : Epoch 1641 | loss: 0.03113 | val_loss: 0.0311542 | Time: 8021.24 ms [2022-04-25 06:49:29 main:574] : INFO : Epoch 1642 | loss: 0.0311335 | val_loss: 0.0311526 | Time: 7238 ms [2022-04-25 06:49:36 main:574] : INFO : Epoch 1643 | loss: 0.0311347 | val_loss: 0.0311528 | Time: 7146.05 ms [2022-04-25 06:49:44 main:574] : INFO : Epoch 1644 | loss: 0.0311336 | val_loss: 0.0311555 | Time: 6829.47 ms [2022-04-25 06:49:51 main:574] : INFO : Epoch 1645 | loss: 0.031135 | val_loss: 0.0311514 | Time: 6857.81 ms [2022-04-25 06:49:57 main:574] : INFO : Epoch 1646 | loss: 0.0311331 | val_loss: 0.0311498 | Time: 6251.03 ms [2022-04-25 06:50:05 main:574] : INFO : Epoch 1647 | loss: 0.0311324 | val_loss: 0.0311492 | Time: 7401.8 ms [2022-04-25 06:50:12 main:574] : INFO : Epoch 1648 | loss: 0.0311299 | val_loss: 0.0311488 | Time: 6327.54 ms [2022-04-25 06:50:18 main:574] : INFO : Epoch 1649 | loss: 0.0311289 | val_loss: 0.0311466 | Time: 6601.56 ms [2022-04-25 06:50:26 main:574] : INFO : Epoch 1650 | loss: 0.0311283 | val_loss: 0.0311566 | Time: 7082.49 ms [2022-04-25 06:50:33 main:574] : INFO : Epoch 1651 | loss: 0.0311271 | val_loss: 0.0311498 | Time: 6891.51 ms [2022-04-25 06:50:41 main:574] : INFO : Epoch 1652 | loss: 0.0311265 | val_loss: 0.0311545 | Time: 7587.27 ms [2022-04-25 06:50:48 main:574] : INFO : Epoch 1653 | loss: 0.0311294 | val_loss: 0.0311556 | Time: 6225.92 ms [2022-04-25 06:50:54 main:574] : INFO : Epoch 1654 | loss: 0.0311257 | val_loss: 0.0311532 | Time: 6218.6 ms [2022-04-25 06:51:02 main:574] : INFO : Epoch 1655 | loss: 0.0311233 | val_loss: 0.0311496 | Time: 7075.5 ms [2022-04-25 06:51:09 main:574] : INFO : Epoch 1656 | loss: 0.0311251 | val_loss: 0.0311496 | Time: 6313.91 ms [2022-04-25 06:51:17 main:574] : INFO : Epoch 1657 | loss: 0.0311237 | val_loss: 0.0311489 | Time: 7585.2 ms [2022-04-25 06:51:24 main:574] : INFO : Epoch 1658 | loss: 0.0311232 | val_loss: 0.0311484 | Time: 6699.26 ms [2022-04-25 06:51:31 main:574] : INFO : Epoch 1659 | loss: 0.0311213 | val_loss: 0.0311479 | Time: 6938.19 ms [2022-04-25 06:51:38 main:574] : INFO : Epoch 1660 | loss: 0.0311216 | val_loss: 0.0311478 | Time: 6834.74 ms [2022-04-25 06:51:45 main:574] : INFO : Epoch 1661 | loss: 0.0311252 | val_loss: 0.0311513 | Time: 7145.23 ms [2022-04-25 06:51:54 main:574] : INFO : Epoch 1662 | loss: 0.0311226 | val_loss: 0.0311521 | Time: 8059.73 ms [2022-04-25 06:52:03 main:574] : INFO : Epoch 1663 | loss: 0.0311212 | val_loss: 0.0311499 | Time: 7921.01 ms [2022-04-25 06:52:10 main:574] : INFO : Epoch 1664 | loss: 0.0311206 | val_loss: 0.0311508 | Time: 7592.02 ms [2022-04-25 06:52:18 main:574] : INFO : Epoch 1665 | loss: 0.0311215 | val_loss: 0.031147 | Time: 7749.03 ms [2022-04-25 06:52:26 main:574] : INFO : Epoch 1666 | loss: 0.0311218 | val_loss: 0.0311498 | Time: 7300.88 ms [2022-04-25 06:52:33 main:574] : INFO : Epoch 1667 | loss: 0.0311196 | val_loss: 0.0311477 | Time: 6862.28 ms [2022-04-25 06:52:39 main:574] : INFO : Epoch 1668 | loss: 0.0311197 | val_loss: 0.0311529 | Time: 6195.88 ms [2022-04-25 06:52:46 main:574] : INFO : Epoch 1669 | loss: 0.03112 | val_loss: 0.0311524 | Time: 6569.36 ms [2022-04-25 06:52:53 main:574] : INFO : Epoch 1670 | loss: 0.0311197 | val_loss: 0.0311499 | Time: 7285.27 ms [2022-04-25 06:53:00 main:574] : INFO : Epoch 1671 | loss: 0.0311231 | val_loss: 0.0311602 | Time: 6784.64 ms [2022-04-25 06:53:06 main:574] : INFO : Epoch 1672 | loss: 0.0311341 | val_loss: 0.0311541 | Time: 6599.55 ms [2022-04-25 06:53:13 main:574] : INFO : Epoch 1673 | loss: 0.0311317 | val_loss: 0.0311535 | Time: 6814.83 ms [2022-04-25 06:53:20 main:574] : INFO : Epoch 1674 | loss: 0.03113 | val_loss: 0.0311531 | Time: 6980.01 ms [2022-04-25 06:53:27 main:574] : INFO : Epoch 1675 | loss: 0.0311289 | val_loss: 0.0311521 | Time: 6350.82 ms [2022-04-25 06:53:33 main:574] : INFO : Epoch 1676 | loss: 0.031126 | val_loss: 0.0311496 | Time: 6331.26 ms [2022-04-25 06:53:40 main:574] : INFO : Epoch 1677 | loss: 0.0311263 | val_loss: 0.0311539 | Time: 7181.68 ms [2022-04-25 06:53:47 main:574] : INFO : Epoch 1678 | loss: 0.0311273 | val_loss: 0.0311483 | Time: 6334.78 ms [2022-04-25 06:53:54 main:574] : INFO : Epoch 1679 | loss: 0.0311265 | val_loss: 0.0311505 | Time: 6954.87 ms [2022-04-25 06:54:02 main:574] : INFO : Epoch 1680 | loss: 0.0311283 | val_loss: 0.0311507 | Time: 7619.65 ms [2022-04-25 06:54:08 main:574] : INFO : Epoch 1681 | loss: 0.0311255 | val_loss: 0.0311487 | Time: 6515.42 ms [2022-04-25 06:54:16 main:574] : INFO : Epoch 1682 | loss: 0.0311266 | val_loss: 0.031149 | Time: 6980.64 ms [2022-04-25 06:54:23 main:574] : INFO : Epoch 1683 | loss: 0.031126 | val_loss: 0.0311462 | Time: 7528.02 ms [2022-04-25 06:54:30 main:574] : INFO : Epoch 1684 | loss: 0.0311226 | val_loss: 0.0311516 | Time: 6613.79 ms [2022-04-25 06:54:38 main:574] : INFO : Epoch 1685 | loss: 0.0311216 | val_loss: 0.0311477 | Time: 7994.93 ms [2022-04-25 06:54:44 main:574] : INFO : Epoch 1686 | loss: 0.0311215 | val_loss: 0.0311485 | Time: 6176.08 ms [2022-04-25 06:54:52 main:574] : INFO : Epoch 1687 | loss: 0.0311202 | val_loss: 0.0311525 | Time: 7073.25 ms [2022-04-25 06:55:01 main:574] : INFO : Epoch 1688 | loss: 0.0311198 | val_loss: 0.0311476 | Time: 9326.1 ms [2022-04-25 06:55:09 main:574] : INFO : Epoch 1689 | loss: 0.0311207 | val_loss: 0.0311477 | Time: 7087.25 ms [2022-04-25 06:55:13 main:574] : INFO : Epoch 1690 | loss: 0.0311243 | val_loss: 0.0311498 | Time: 4435.64 ms [2022-04-25 06:55:20 main:574] : INFO : Epoch 1691 | loss: 0.0311237 | val_loss: 0.0311482 | Time: 7289.02 ms [2022-04-25 06:55:27 main:574] : INFO : Epoch 1692 | loss: 0.0311195 | val_loss: 0.0311489 | Time: 6587.46 ms [2022-04-25 06:55:34 main:574] : INFO : Epoch 1693 | loss: 0.0311192 | val_loss: 0.0311482 | Time: 6521.03 ms [2022-04-25 06:55:41 main:574] : INFO : Epoch 1694 | loss: 0.0311204 | val_loss: 0.0311491 | Time: 7199.69 ms [2022-04-25 06:55:47 main:574] : INFO : Epoch 1695 | loss: 0.031121 | val_loss: 0.0311461 | Time: 6081.55 ms [2022-04-25 06:55:55 main:574] : INFO : Epoch 1696 | loss: 0.0311191 | val_loss: 0.0311476 | Time: 7820 ms [2022-04-25 06:56:02 main:574] : INFO : Epoch 1697 | loss: 0.0311198 | val_loss: 0.0311459 | Time: 6331.13 ms [2022-04-25 06:56:09 main:574] : INFO : Epoch 1698 | loss: 0.0311222 | val_loss: 0.0311477 | Time: 7125.24 ms [2022-04-25 06:56:17 main:574] : INFO : Epoch 1699 | loss: 0.0311278 | val_loss: 0.0311504 | Time: 7219.42 ms [2022-04-25 06:56:25 main:574] : INFO : Epoch 1700 | loss: 0.0311327 | val_loss: 0.0311489 | Time: 7592.84 ms [2022-04-25 06:56:33 main:574] : INFO : Epoch 1701 | loss: 0.0311342 | val_loss: 0.0311488 | Time: 8271.98 ms [2022-04-25 06:56:43 main:574] : INFO : Epoch 1702 | loss: 0.0311332 | val_loss: 0.0311502 | Time: 8927.51 ms [2022-04-25 06:56:51 main:574] : INFO : Epoch 1703 | loss: 0.0311285 | val_loss: 0.0311448 | Time: 7496.33 ms [2022-04-25 06:56:59 main:574] : INFO : Epoch 1704 | loss: 0.0311254 | val_loss: 0.0311444 | Time: 8047.35 ms [2022-04-25 06:57:08 main:574] : INFO : Epoch 1705 | loss: 0.0311257 | val_loss: 0.0311488 | Time: 8820.45 ms [2022-04-25 06:57:16 main:574] : INFO : Epoch 1706 | loss: 0.0311278 | val_loss: 0.0311443 | Time: 7508.96 ms [2022-04-25 06:57:24 main:574] : INFO : Epoch 1707 | loss: 0.0311259 | val_loss: 0.0311462 | Time: 7807.28 ms [2022-04-25 06:57:32 main:574] : INFO : Epoch 1708 | loss: 0.0311228 | val_loss: 0.0311463 | Time: 7872.48 ms [2022-04-25 06:57:39 main:574] : INFO : Epoch 1709 | loss: 0.0311229 | val_loss: 0.0311478 | Time: 7072.59 ms [2022-04-25 06:57:46 main:574] : INFO : Epoch 1710 | loss: 0.0311224 | val_loss: 0.0311465 | Time: 6438.58 ms [2022-04-25 06:57:54 main:574] : INFO : Epoch 1711 | loss: 0.0311227 | val_loss: 0.031149 | Time: 8124.05 ms [2022-04-25 06:58:01 main:574] : INFO : Epoch 1712 | loss: 0.0311255 | val_loss: 0.0311501 | Time: 6683.03 ms [2022-04-25 06:58:08 main:574] : INFO : Epoch 1713 | loss: 0.0311288 | val_loss: 0.0311453 | Time: 7069.8 ms [2022-04-25 06:58:14 main:574] : INFO : Epoch 1714 | loss: 0.0311276 | val_loss: 0.0311441 | Time: 6152.47 ms [2022-04-25 06:58:21 main:574] : INFO : Epoch 1715 | loss: 0.0311252 | val_loss: 0.0311463 | Time: 6613.06 ms [2022-04-25 06:58:28 main:574] : INFO : Epoch 1716 | loss: 0.0311262 | val_loss: 0.0311446 | Time: 7188.25 ms [2022-04-25 06:58:35 main:574] : INFO : Epoch 1717 | loss: 0.0311239 | val_loss: 0.0311429 | Time: 6595.18 ms [2022-04-25 06:58:43 main:574] : INFO : Epoch 1718 | loss: 0.0311224 | val_loss: 0.0311452 | Time: 8107.51 ms [2022-04-25 06:58:51 main:574] : INFO : Epoch 1719 | loss: 0.0311278 | val_loss: 0.0311461 | Time: 7717.76 ms [2022-04-25 06:58:59 main:574] : INFO : Epoch 1720 | loss: 0.031129 | val_loss: 0.0311479 | Time: 7292.18 ms [2022-04-25 06:59:05 main:574] : INFO : Epoch 1721 | loss: 0.0311292 | val_loss: 0.0311466 | Time: 6818.89 ms [2022-04-25 06:59:14 main:574] : INFO : Epoch 1722 | loss: 0.0311268 | val_loss: 0.0311525 | Time: 7759.64 ms [2022-04-25 06:59:21 main:574] : INFO : Epoch 1723 | loss: 0.0311264 | val_loss: 0.0311473 | Time: 6830.3 ms [2022-04-25 06:59:28 main:574] : INFO : Epoch 1724 | loss: 0.0311258 | val_loss: 0.0311522 | Time: 7200.57 ms [2022-04-25 06:59:35 main:574] : INFO : Epoch 1725 | loss: 0.0311247 | val_loss: 0.0311449 | Time: 6956.31 ms [2022-04-25 06:59:42 main:574] : INFO : Epoch 1726 | loss: 0.0311245 | val_loss: 0.0311463 | Time: 6616.37 ms [2022-04-25 06:59:50 main:574] : INFO : Epoch 1727 | loss: 0.0311264 | val_loss: 0.0311488 | Time: 7453.84 ms [2022-04-25 06:59:57 main:574] : INFO : Epoch 1728 | loss: 0.0311293 | val_loss: 0.0311484 | Time: 6995.8 ms [2022-04-25 07:00:05 main:574] : INFO : Epoch 1729 | loss: 0.0311304 | val_loss: 0.0311454 | Time: 7625.36 ms [2022-04-25 07:00:12 main:574] : INFO : Epoch 1730 | loss: 0.0311311 | val_loss: 0.031142 | Time: 6358.38 ms [2022-04-25 07:00:20 main:574] : INFO : Epoch 1731 | loss: 0.0311286 | val_loss: 0.0311467 | Time: 8284.52 ms [2022-04-25 07:00:28 main:574] : INFO : Epoch 1732 | loss: 0.0311283 | val_loss: 0.0311417 | Time: 8206.46 ms [2022-04-25 07:00:36 main:574] : INFO : Epoch 1733 | loss: 0.0311298 | val_loss: 0.0311515 | Time: 7709.79 ms [2022-04-25 07:00:44 main:574] : INFO : Epoch 1734 | loss: 0.031134 | val_loss: 0.0311421 | Time: 7006.21 ms [2022-04-25 07:00:51 main:574] : INFO : Epoch 1735 | loss: 0.0311296 | val_loss: 0.0311427 | Time: 6473.92 ms [2022-04-25 07:00:59 main:574] : INFO : Epoch 1736 | loss: 0.031131 | val_loss: 0.0311447 | Time: 7471.64 ms [2022-04-25 07:01:07 main:574] : INFO : Epoch 1737 | loss: 0.0311269 | val_loss: 0.0311456 | Time: 7760.08 ms [2022-04-25 07:01:14 main:574] : INFO : Epoch 1738 | loss: 0.0311241 | val_loss: 0.0311457 | Time: 6975.81 ms [2022-04-25 07:01:22 main:574] : INFO : Epoch 1739 | loss: 0.0311248 | val_loss: 0.0311453 | Time: 8084.45 ms [2022-04-25 07:01:30 main:574] : INFO : Epoch 1740 | loss: 0.0311239 | val_loss: 0.0311451 | Time: 7708.57 ms [2022-04-25 07:01:37 main:574] : INFO : Epoch 1741 | loss: 0.0311237 | val_loss: 0.0311415 | Time: 7427.62 ms [2022-04-25 07:01:43 main:574] : INFO : Epoch 1742 | loss: 0.0311226 | val_loss: 0.0311424 | Time: 6157.5 ms [2022-04-25 07:01:51 main:574] : INFO : Epoch 1743 | loss: 0.0311247 | val_loss: 0.031147 | Time: 7469.02 ms [2022-04-25 07:01:58 main:574] : INFO : Epoch 1744 | loss: 0.0311272 | val_loss: 0.0311459 | Time: 7200.4 ms [2022-04-25 07:02:05 main:574] : INFO : Epoch 1745 | loss: 0.0311239 | val_loss: 0.0311468 | Time: 7046.97 ms [2022-04-25 07:02:12 main:574] : INFO : Epoch 1746 | loss: 0.0311236 | val_loss: 0.0311461 | Time: 6648.26 ms [2022-04-25 07:02:19 main:574] : INFO : Epoch 1747 | loss: 0.0311253 | val_loss: 0.0311453 | Time: 6771.87 ms [2022-04-25 07:02:26 main:574] : INFO : Epoch 1748 | loss: 0.0311233 | val_loss: 0.0311441 | Time: 6892.85 ms [2022-04-25 07:02:33 main:574] : INFO : Epoch 1749 | loss: 0.0311227 | val_loss: 0.0311435 | Time: 7673.95 ms [2022-04-25 07:02:43 main:574] : INFO : Epoch 1750 | loss: 0.0311237 | val_loss: 0.0311455 | Time: 9176.82 ms [2022-04-25 07:02:50 main:574] : INFO : Epoch 1751 | loss: 0.0311269 | val_loss: 0.0311448 | Time: 7101.61 ms [2022-04-25 07:02:56 main:574] : INFO : Epoch 1752 | loss: 0.0311248 | val_loss: 0.0311453 | Time: 6295.26 ms [2022-04-25 07:03:03 main:574] : INFO : Epoch 1753 | loss: 0.0311232 | val_loss: 0.0311446 | Time: 6539.21 ms [2022-04-25 07:03:10 main:574] : INFO : Epoch 1754 | loss: 0.0311247 | val_loss: 0.031144 | Time: 7227.36 ms [2022-04-25 07:03:17 main:574] : INFO : Epoch 1755 | loss: 0.0311221 | val_loss: 0.0311422 | Time: 7073.32 ms [2022-04-25 07:03:24 main:574] : INFO : Epoch 1756 | loss: 0.0311217 | val_loss: 0.0311492 | Time: 7062.89 ms [2022-04-25 07:03:31 main:574] : INFO : Epoch 1757 | loss: 0.0311231 | val_loss: 0.031146 | Time: 6755.58 ms [2022-04-25 07:03:39 main:574] : INFO : Epoch 1758 | loss: 0.0311209 | val_loss: 0.0311405 | Time: 7987.56 ms [2022-04-25 07:03:46 main:574] : INFO : Epoch 1759 | loss: 0.0311208 | val_loss: 0.0311397 | Time: 6332.09 ms [2022-04-25 07:03:52 main:574] : INFO : Epoch 1760 | loss: 0.0311217 | val_loss: 0.0311406 | Time: 6340.02 ms [2022-04-25 07:03:59 main:574] : INFO : Epoch 1761 | loss: 0.0311242 | val_loss: 0.0311416 | Time: 6546.74 ms [2022-04-25 07:04:05 main:574] : INFO : Epoch 1762 | loss: 0.0311234 | val_loss: 0.0311429 | Time: 6333.54 ms [2022-04-25 07:04:13 main:574] : INFO : Epoch 1763 | loss: 0.031131 | val_loss: 0.0311508 | Time: 7901.77 ms [2022-04-25 07:04:19 main:574] : INFO : Epoch 1764 | loss: 0.0311379 | val_loss: 0.0311451 | Time: 6086.47 ms [2022-04-25 07:04:26 main:574] : INFO : Epoch 1765 | loss: 0.0311343 | val_loss: 0.0311457 | Time: 6425.39 ms [2022-04-25 07:04:33 main:574] : INFO : Epoch 1766 | loss: 0.0311334 | val_loss: 0.0311458 | Time: 7095.05 ms [2022-04-25 07:04:40 main:574] : INFO : Epoch 1767 | loss: 0.0311321 | val_loss: 0.0311483 | Time: 7460.92 ms [2022-04-25 07:04:47 main:574] : INFO : Epoch 1768 | loss: 0.0311296 | val_loss: 0.0311451 | Time: 6734.27 ms [2022-04-25 07:04:54 main:574] : INFO : Epoch 1769 | loss: 0.031129 | val_loss: 0.0311487 | Time: 6220.97 ms [2022-04-25 07:05:00 main:574] : INFO : Epoch 1770 | loss: 0.0311285 | val_loss: 0.0311467 | Time: 6332.43 ms [2022-04-25 07:05:07 main:574] : INFO : Epoch 1771 | loss: 0.0311257 | val_loss: 0.0311466 | Time: 6566.32 ms [2022-04-25 07:05:15 main:574] : INFO : Epoch 1772 | loss: 0.0311297 | val_loss: 0.031152 | Time: 7885.97 ms [2022-04-25 07:05:21 main:574] : INFO : Epoch 1773 | loss: 0.0311334 | val_loss: 0.0311491 | Time: 6324.68 ms [2022-04-25 07:05:27 main:574] : INFO : Epoch 1774 | loss: 0.0311302 | val_loss: 0.0311483 | Time: 6188.08 ms [2022-04-25 07:05:35 main:574] : INFO : Epoch 1775 | loss: 0.0311243 | val_loss: 0.0311435 | Time: 6998.26 ms [2022-04-25 07:05:43 main:574] : INFO : Epoch 1776 | loss: 0.0311243 | val_loss: 0.0311443 | Time: 8591.85 ms [2022-04-25 07:05:51 main:574] : INFO : Epoch 1777 | loss: 0.0311242 | val_loss: 0.0311457 | Time: 7325.23 ms [2022-04-25 07:05:59 main:574] : INFO : Epoch 1778 | loss: 0.0311248 | val_loss: 0.0311459 | Time: 7725.17 ms [2022-04-25 07:06:06 main:574] : INFO : Epoch 1779 | loss: 0.0311244 | val_loss: 0.0311451 | Time: 7585.37 ms [2022-04-25 07:06:13 main:574] : INFO : Epoch 1780 | loss: 0.0311241 | val_loss: 0.0311456 | Time: 6385.23 ms [2022-04-25 07:06:21 main:574] : INFO : Epoch 1781 | loss: 0.0311285 | val_loss: 0.0311451 | Time: 8139 ms [2022-04-25 07:06:28 main:574] : INFO : Epoch 1782 | loss: 0.0311275 | val_loss: 0.0311472 | Time: 7238.09 ms [2022-04-25 07:06:35 main:574] : INFO : Epoch 1783 | loss: 0.0311259 | val_loss: 0.0311469 | Time: 6654.91 ms [2022-04-25 07:06:43 main:574] : INFO : Epoch 1784 | loss: 0.0311257 | val_loss: 0.0311453 | Time: 7388.98 ms [2022-04-25 07:06:52 main:574] : INFO : Epoch 1785 | loss: 0.0311265 | val_loss: 0.0311463 | Time: 8726.6 ms [2022-04-25 07:07:04 main:574] : INFO : Epoch 1786 | loss: 0.0311256 | val_loss: 0.0311437 | Time: 9711.08 ms [2022-04-25 07:07:10 main:574] : INFO : Epoch 1787 | loss: 0.0311235 | val_loss: 0.0311475 | Time: 6371.02 ms [2022-04-25 07:07:17 main:574] : INFO : Epoch 1788 | loss: 0.0311244 | val_loss: 0.031151 | Time: 6774.44 ms [2022-04-25 07:07:26 main:574] : INFO : Epoch 1789 | loss: 0.0311306 | val_loss: 0.0311488 | Time: 8027.36 ms [2022-04-25 07:07:32 main:574] : INFO : Epoch 1790 | loss: 0.0311289 | val_loss: 0.0311509 | Time: 6650.99 ms [2022-04-25 07:07:40 main:574] : INFO : Epoch 1791 | loss: 0.0311283 | val_loss: 0.031149 | Time: 7245.8 ms [2022-04-25 07:07:46 main:574] : INFO : Epoch 1792 | loss: 0.0311286 | val_loss: 0.0311465 | Time: 6063.51 ms [2022-04-25 07:07:53 main:574] : INFO : Epoch 1793 | loss: 0.0311286 | val_loss: 0.0311466 | Time: 6619.29 ms [2022-04-25 07:08:01 main:574] : INFO : Epoch 1794 | loss: 0.0311282 | val_loss: 0.0311469 | Time: 7296.67 ms [2022-04-25 07:08:08 main:574] : INFO : Epoch 1795 | loss: 0.0311264 | val_loss: 0.0311501 | Time: 7002.88 ms [2022-04-25 07:08:15 main:574] : INFO : Epoch 1796 | loss: 0.0311244 | val_loss: 0.0311467 | Time: 6391.38 ms [2022-04-25 07:08:24 main:574] : INFO : Epoch 1797 | loss: 0.0311226 | val_loss: 0.0311478 | Time: 7680.93 ms [2022-04-25 07:08:31 main:574] : INFO : Epoch 1798 | loss: 0.0311231 | val_loss: 0.0311537 | Time: 7389.08 ms [2022-04-25 07:08:38 main:574] : INFO : Epoch 1799 | loss: 0.0311241 | val_loss: 0.0311448 | Time: 6655.04 ms [2022-04-25 07:08:45 main:574] : INFO : Epoch 1800 | loss: 0.0311222 | val_loss: 0.0311438 | Time: 6593.3 ms [2022-04-25 07:08:51 main:574] : INFO : Epoch 1801 | loss: 0.0311222 | val_loss: 0.0311453 | Time: 6235.19 ms [2022-04-25 07:08:58 main:574] : INFO : Epoch 1802 | loss: 0.0311237 | val_loss: 0.0311456 | Time: 7083 ms [2022-04-25 07:09:05 main:574] : INFO : Epoch 1803 | loss: 0.0311255 | val_loss: 0.0311449 | Time: 6556.63 ms [2022-04-25 07:09:15 main:574] : INFO : Epoch 1804 | loss: 0.0311236 | val_loss: 0.0311464 | Time: 9427.48 ms [2022-04-25 07:09:22 main:574] : INFO : Epoch 1805 | loss: 0.031124 | val_loss: 0.0311455 | Time: 6997.12 ms [2022-04-25 07:09:30 main:574] : INFO : Epoch 1806 | loss: 0.0311224 | val_loss: 0.0311433 | Time: 7312.03 ms [2022-04-25 07:09:38 main:574] : INFO : Epoch 1807 | loss: 0.031121 | val_loss: 0.031143 | Time: 7019.22 ms [2022-04-25 07:09:46 main:574] : INFO : Epoch 1808 | loss: 0.0311219 | val_loss: 0.0311536 | Time: 7713.31 ms [2022-04-25 07:09:53 main:574] : INFO : Epoch 1809 | loss: 0.0311245 | val_loss: 0.0311431 | Time: 7058.8 ms [2022-04-25 07:10:00 main:574] : INFO : Epoch 1810 | loss: 0.0311204 | val_loss: 0.0311406 | Time: 6742.46 ms [2022-04-25 07:10:07 main:574] : INFO : Epoch 1811 | loss: 0.0311198 | val_loss: 0.0311445 | Time: 6210.39 ms [2022-04-25 07:10:13 main:574] : INFO : Epoch 1812 | loss: 0.0311192 | val_loss: 0.0311419 | Time: 6473.18 ms [2022-04-25 07:10:20 main:574] : INFO : Epoch 1813 | loss: 0.0311194 | val_loss: 0.0311438 | Time: 6198.68 ms [2022-04-25 07:10:26 main:574] : INFO : Epoch 1814 | loss: 0.0311209 | val_loss: 0.0311418 | Time: 6282.24 ms [2022-04-25 07:10:33 main:574] : INFO : Epoch 1815 | loss: 0.0311206 | val_loss: 0.031141 | Time: 7063.25 ms [2022-04-25 07:10:40 main:574] : INFO : Epoch 1816 | loss: 0.0311203 | val_loss: 0.0311425 | Time: 6352.37 ms [2022-04-25 07:10:47 main:574] : INFO : Epoch 1817 | loss: 0.03112 | val_loss: 0.031144 | Time: 7350.71 ms [2022-04-25 07:10:53 main:574] : INFO : Epoch 1818 | loss: 0.0311213 | val_loss: 0.0311435 | Time: 6341.73 ms [2022-04-25 07:11:01 main:574] : INFO : Epoch 1819 | loss: 0.0311205 | val_loss: 0.0311421 | Time: 7290.63 ms [2022-04-25 07:11:08 main:574] : INFO : Epoch 1820 | loss: 0.0311267 | val_loss: 0.0311446 | Time: 7159.83 ms [2022-04-25 07:11:15 main:574] : INFO : Epoch 1821 | loss: 0.0311275 | val_loss: 0.0311442 | Time: 6329.28 ms [2022-04-25 07:11:22 main:574] : INFO : Epoch 1822 | loss: 0.0311304 | val_loss: 0.0311442 | Time: 6907.27 ms [2022-04-25 07:11:28 main:574] : INFO : Epoch 1823 | loss: 0.0311308 | val_loss: 0.0311439 | Time: 6712.04 ms [2022-04-25 07:11:35 main:574] : INFO : Epoch 1824 | loss: 0.0311282 | val_loss: 0.0311446 | Time: 6643.28 ms [2022-04-25 07:11:43 main:574] : INFO : Epoch 1825 | loss: 0.0311266 | val_loss: 0.0311429 | Time: 7791.79 ms [2022-04-25 07:11:50 main:574] : INFO : Epoch 1826 | loss: 0.0311255 | val_loss: 0.0311423 | Time: 6970.25 ms [2022-04-25 07:11:56 main:574] : INFO : Epoch 1827 | loss: 0.0311267 | val_loss: 0.0311447 | Time: 6320.04 ms [2022-04-25 07:12:02 main:574] : INFO : Epoch 1828 | loss: 0.0311267 | val_loss: 0.0311447 | Time: 6107.83 ms [2022-04-25 07:12:09 main:574] : INFO : Epoch 1829 | loss: 0.0311255 | val_loss: 0.0311478 | Time: 6240.11 ms [2022-04-25 07:12:15 main:574] : INFO : Epoch 1830 | loss: 0.0311285 | val_loss: 0.0311478 | Time: 6478.85 ms [2022-04-25 07:12:23 main:574] : INFO : Epoch 1831 | loss: 0.0311262 | val_loss: 0.0311453 | Time: 7120.54 ms [2022-04-25 07:12:31 main:574] : INFO : Epoch 1832 | loss: 0.0311248 | val_loss: 0.0311475 | Time: 8154.59 ms [2022-04-25 07:12:38 main:574] : INFO : Epoch 1833 | loss: 0.0311236 | val_loss: 0.0311453 | Time: 6619.05 ms [2022-04-25 07:12:45 main:574] : INFO : Epoch 1834 | loss: 0.0311235 | val_loss: 0.0311538 | Time: 6824.18 ms [2022-04-25 07:12:54 main:574] : INFO : Epoch 1835 | loss: 0.0311254 | val_loss: 0.0311472 | Time: 8190.51 ms [2022-04-25 07:13:02 main:574] : INFO : Epoch 1836 | loss: 0.0311223 | val_loss: 0.0311456 | Time: 7891.47 ms [2022-04-25 07:13:12 main:574] : INFO : Epoch 1837 | loss: 0.031122 | val_loss: 0.0311482 | Time: 9327.38 ms [2022-04-25 07:13:19 main:574] : INFO : Epoch 1838 | loss: 0.0311235 | val_loss: 0.0311446 | Time: 6627.27 ms [2022-04-25 07:13:27 main:574] : INFO : Epoch 1839 | loss: 0.0311238 | val_loss: 0.0311442 | Time: 6963.77 ms [2022-04-25 07:13:34 main:574] : INFO : Epoch 1840 | loss: 0.0311236 | val_loss: 0.0311462 | Time: 7245.34 ms [2022-04-25 07:13:42 main:574] : INFO : Epoch 1841 | loss: 0.0311224 | val_loss: 0.0311435 | Time: 7049.08 ms [2022-04-25 07:13:48 main:574] : INFO : Epoch 1842 | loss: 0.0311238 | val_loss: 0.0311465 | Time: 6389.52 ms [2022-04-25 07:13:54 main:574] : INFO : Epoch 1843 | loss: 0.0311243 | val_loss: 0.0311483 | Time: 6380.94 ms [2022-04-25 07:14:01 main:574] : INFO : Epoch 1844 | loss: 0.0311226 | val_loss: 0.0311445 | Time: 6308.02 ms [2022-04-25 07:14:08 main:574] : INFO : Epoch 1845 | loss: 0.0311229 | val_loss: 0.0311453 | Time: 6645.88 ms [2022-04-25 07:14:14 main:574] : INFO : Epoch 1846 | loss: 0.0311229 | val_loss: 0.0311466 | Time: 6779.02 ms [2022-04-25 07:14:21 main:574] : INFO : Epoch 1847 | loss: 0.0311234 | val_loss: 0.0311463 | Time: 6597.31 ms [2022-04-25 07:14:28 main:574] : INFO : Epoch 1848 | loss: 0.0311219 | val_loss: 0.0311492 | Time: 6841.84 ms [2022-04-25 07:14:36 main:574] : INFO : Epoch 1849 | loss: 0.0311241 | val_loss: 0.031156 | Time: 6845.34 ms [2022-04-25 07:14:43 main:574] : INFO : Epoch 1850 | loss: 0.0311231 | val_loss: 0.0311477 | Time: 7338.71 ms [2022-04-25 07:14:51 main:574] : INFO : Epoch 1851 | loss: 0.0311198 | val_loss: 0.0311479 | Time: 7568.27 ms [2022-04-25 07:14:58 main:574] : INFO : Epoch 1852 | loss: 0.0311202 | val_loss: 0.0311464 | Time: 7367.68 ms [2022-04-25 07:15:05 main:574] : INFO : Epoch 1853 | loss: 0.0311212 | val_loss: 0.0311497 | Time: 6333.27 ms [2022-04-25 07:15:12 main:574] : INFO : Epoch 1854 | loss: 0.0311219 | val_loss: 0.0311477 | Time: 6510.54 ms [2022-04-25 07:15:20 main:574] : INFO : Epoch 1855 | loss: 0.0311214 | val_loss: 0.0311449 | Time: 8291.49 ms [2022-04-25 07:15:27 main:574] : INFO : Epoch 1856 | loss: 0.03112 | val_loss: 0.0311478 | Time: 6710.29 ms [2022-04-25 07:15:34 main:574] : INFO : Epoch 1857 | loss: 0.0311217 | val_loss: 0.0311444 | Time: 6799.18 ms [2022-04-25 07:15:41 main:574] : INFO : Epoch 1858 | loss: 0.0311218 | val_loss: 0.0311486 | Time: 6296.82 ms [2022-04-25 07:15:47 main:574] : INFO : Epoch 1859 | loss: 0.0311221 | val_loss: 0.0311489 | Time: 6186.7 ms [2022-04-25 07:15:54 main:574] : INFO : Epoch 1860 | loss: 0.0311208 | val_loss: 0.0311496 | Time: 6765.97 ms [2022-04-25 07:16:00 main:574] : INFO : Epoch 1861 | loss: 0.0311204 | val_loss: 0.0311521 | Time: 6330.07 ms [2022-04-25 07:16:08 main:574] : INFO : Epoch 1862 | loss: 0.0311204 | val_loss: 0.0311557 | Time: 6931.91 ms [2022-04-25 07:16:14 main:574] : INFO : Epoch 1863 | loss: 0.0311215 | val_loss: 0.0311514 | Time: 6375.8 ms [2022-04-25 07:16:22 main:574] : INFO : Epoch 1864 | loss: 0.0311234 | val_loss: 0.03115 | Time: 7022.85 ms [2022-04-25 07:16:28 main:574] : INFO : Epoch 1865 | loss: 0.0311267 | val_loss: 0.0311504 | Time: 6375.17 ms [2022-04-25 07:16:35 main:574] : INFO : Epoch 1866 | loss: 0.0311349 | val_loss: 0.0311571 | Time: 6482.73 ms [2022-04-25 07:16:41 main:574] : INFO : Epoch 1867 | loss: 0.0311444 | val_loss: 0.0311567 | Time: 6852.91 ms [2022-04-25 07:16:48 main:574] : INFO : Epoch 1868 | loss: 0.0311347 | val_loss: 0.0311531 | Time: 6678.62 ms [2022-04-25 07:16:54 main:574] : INFO : Epoch 1869 | loss: 0.0311301 | val_loss: 0.0311562 | Time: 6180.48 ms [2022-04-25 07:17:01 main:574] : INFO : Epoch 1870 | loss: 0.0311319 | val_loss: 0.0311465 | Time: 6432.89 ms [2022-04-25 07:17:09 main:574] : INFO : Epoch 1871 | loss: 0.0311332 | val_loss: 0.0311484 | Time: 7768.03 ms [2022-04-25 07:17:17 main:574] : INFO : Epoch 1872 | loss: 0.0311297 | val_loss: 0.0311478 | Time: 7711.44 ms [2022-04-25 07:17:23 main:574] : INFO : Epoch 1873 | loss: 0.0311275 | val_loss: 0.0311477 | Time: 6259.65 ms [2022-04-25 07:17:29 main:574] : INFO : Epoch 1874 | loss: 0.0311263 | val_loss: 0.0311483 | Time: 6299.49 ms [2022-04-25 07:17:35 main:574] : INFO : Epoch 1875 | loss: 0.031125 | val_loss: 0.0311506 | Time: 6100.12 ms [2022-04-25 07:17:44 main:574] : INFO : Epoch 1876 | loss: 0.0311242 | val_loss: 0.0311495 | Time: 7753.36 ms [2022-04-25 07:17:50 main:574] : INFO : Epoch 1877 | loss: 0.0311239 | val_loss: 0.0311517 | Time: 6071.56 ms [2022-04-25 07:17:57 main:574] : INFO : Epoch 1878 | loss: 0.0311237 | val_loss: 0.0311551 | Time: 6381.15 ms [2022-04-25 07:18:05 main:574] : INFO : Epoch 1879 | loss: 0.031123 | val_loss: 0.0311478 | Time: 7804.62 ms [2022-04-25 07:18:13 main:574] : INFO : Epoch 1880 | loss: 0.031123 | val_loss: 0.0311492 | Time: 8114.49 ms [2022-04-25 07:18:20 main:574] : INFO : Epoch 1881 | loss: 0.0311266 | val_loss: 0.0311508 | Time: 6404.25 ms [2022-04-25 07:18:26 main:574] : INFO : Epoch 1882 | loss: 0.0311267 | val_loss: 0.0311495 | Time: 6374.09 ms [2022-04-25 07:18:32 main:574] : INFO : Epoch 1883 | loss: 0.0311279 | val_loss: 0.0311509 | Time: 5925.93 ms [2022-04-25 07:18:39 main:574] : INFO : Epoch 1884 | loss: 0.0311285 | val_loss: 0.0311478 | Time: 6880.79 ms [2022-04-25 07:18:45 main:574] : INFO : Epoch 1885 | loss: 0.0311258 | val_loss: 0.0311491 | Time: 6133.39 ms [2022-04-25 07:18:52 main:574] : INFO : Epoch 1886 | loss: 0.0311272 | val_loss: 0.0311487 | Time: 7118.1 ms [2022-04-25 07:18:59 main:574] : INFO : Epoch 1887 | loss: 0.0311351 | val_loss: 0.0311496 | Time: 6539.31 ms [2022-04-25 07:19:06 main:574] : INFO : Epoch 1888 | loss: 0.0311402 | val_loss: 0.0311538 | Time: 6559.45 ms [2022-04-25 07:19:13 main:574] : INFO : Epoch 1889 | loss: 0.0311393 | val_loss: 0.0311434 | Time: 6290.04 ms [2022-04-25 07:19:20 main:574] : INFO : Epoch 1890 | loss: 0.0311359 | val_loss: 0.0311476 | Time: 6347.78 ms [2022-04-25 07:19:26 main:574] : INFO : Epoch 1891 | loss: 0.0311354 | val_loss: 0.0311451 | Time: 6769.68 ms [2022-04-25 07:19:35 main:574] : INFO : Epoch 1892 | loss: 0.0311354 | val_loss: 0.0311433 | Time: 8460.38 ms [2022-04-25 07:19:42 main:574] : INFO : Epoch 1893 | loss: 0.0311325 | val_loss: 0.0311453 | Time: 6367.67 ms [2022-04-25 07:19:49 main:574] : INFO : Epoch 1894 | loss: 0.0311322 | val_loss: 0.0311459 | Time: 6802.02 ms [2022-04-25 07:19:58 main:574] : INFO : Epoch 1895 | loss: 0.0311338 | val_loss: 0.0311501 | Time: 8037.91 ms [2022-04-25 07:20:07 main:574] : INFO : Epoch 1896 | loss: 0.0311301 | val_loss: 0.031147 | Time: 8147.08 ms [2022-04-25 07:20:15 main:574] : INFO : Epoch 1897 | loss: 0.0311286 | val_loss: 0.0311461 | Time: 8109.45 ms [2022-04-25 07:20:23 main:574] : INFO : Epoch 1898 | loss: 0.0311281 | val_loss: 0.0311491 | Time: 7602.45 ms [2022-04-25 07:20:31 main:574] : INFO : Epoch 1899 | loss: 0.0311309 | val_loss: 0.0311474 | Time: 7963.28 ms [2022-04-25 07:20:38 main:574] : INFO : Epoch 1900 | loss: 0.0311309 | val_loss: 0.031149 | Time: 7507.33 ms [2022-04-25 07:20:47 main:574] : INFO : Epoch 1901 | loss: 0.0311305 | val_loss: 0.0311481 | Time: 8488.08 ms [2022-04-25 07:20:55 main:574] : INFO : Epoch 1902 | loss: 0.0311304 | val_loss: 0.0311492 | Time: 7752.69 ms [2022-04-25 07:21:03 main:574] : INFO : Epoch 1903 | loss: 0.0311281 | val_loss: 0.0311455 | Time: 7090.16 ms [2022-04-25 07:21:11 main:574] : INFO : Epoch 1904 | loss: 0.0311278 | val_loss: 0.0311458 | Time: 7464.47 ms [2022-04-25 07:21:17 main:574] : INFO : Epoch 1905 | loss: 0.0311293 | val_loss: 0.0311462 | Time: 6693.08 ms [2022-04-25 07:21:25 main:574] : INFO : Epoch 1906 | loss: 0.0311285 | val_loss: 0.0311449 | Time: 6719.46 ms [2022-04-25 07:21:32 main:574] : INFO : Epoch 1907 | loss: 0.0311286 | val_loss: 0.0311475 | Time: 7116.77 ms [2022-04-25 07:21:40 main:574] : INFO : Epoch 1908 | loss: 0.031128 | val_loss: 0.0311453 | Time: 7617.71 ms [2022-04-25 07:21:46 main:574] : INFO : Epoch 1909 | loss: 0.031127 | val_loss: 0.0311484 | Time: 6105.37 ms [2022-04-25 07:21:52 main:574] : INFO : Epoch 1910 | loss: 0.0311282 | val_loss: 0.0311478 | Time: 6107.62 ms [2022-04-25 07:21:59 main:574] : INFO : Epoch 1911 | loss: 0.0311271 | val_loss: 0.0311465 | Time: 6657.75 ms [2022-04-25 07:22:05 main:574] : INFO : Epoch 1912 | loss: 0.031125 | val_loss: 0.0311466 | Time: 5986.58 ms [2022-04-25 07:22:11 main:574] : INFO : Epoch 1913 | loss: 0.0311256 | val_loss: 0.0311464 | Time: 6146.03 ms [2022-04-25 07:22:18 main:574] : INFO : Epoch 1914 | loss: 0.0311268 | val_loss: 0.0311524 | Time: 6391.89 ms [2022-04-25 07:22:25 main:574] : INFO : Epoch 1915 | loss: 0.0311247 | val_loss: 0.0311521 | Time: 6780.34 ms [2022-04-25 07:22:31 main:574] : INFO : Epoch 1916 | loss: 0.0311283 | val_loss: 0.0311477 | Time: 6295.28 ms [2022-04-25 07:22:38 main:574] : INFO : Epoch 1917 | loss: 0.0311302 | val_loss: 0.0311483 | Time: 7497.87 ms [2022-04-25 07:22:47 main:574] : INFO : Epoch 1918 | loss: 0.0311284 | val_loss: 0.0311462 | Time: 8407.16 ms [2022-04-25 07:22:55 main:574] : INFO : Epoch 1919 | loss: 0.0311272 | val_loss: 0.0311471 | Time: 7730.19 ms [2022-04-25 07:23:04 main:574] : INFO : Epoch 1920 | loss: 0.0311277 | val_loss: 0.0311461 | Time: 8479.07 ms [2022-04-25 07:23:11 main:574] : INFO : Epoch 1921 | loss: 0.0311311 | val_loss: 0.0311491 | Time: 7189.91 ms [2022-04-25 07:23:19 main:574] : INFO : Epoch 1922 | loss: 0.031128 | val_loss: 0.0311516 | Time: 7247.5 ms [2022-04-25 07:23:26 main:574] : INFO : Epoch 1923 | loss: 0.0311293 | val_loss: 0.0311488 | Time: 6532.07 ms [2022-04-25 07:23:32 main:574] : INFO : Epoch 1924 | loss: 0.0311266 | val_loss: 0.0311473 | Time: 6307.46 ms [2022-04-25 07:23:40 main:574] : INFO : Epoch 1925 | loss: 0.0311331 | val_loss: 0.0311482 | Time: 7767.61 ms [2022-04-25 07:23:47 main:574] : INFO : Epoch 1926 | loss: 0.0311322 | val_loss: 0.0311469 | Time: 6715.42 ms [2022-04-25 07:23:54 main:574] : INFO : Epoch 1927 | loss: 0.031131 | val_loss: 0.0311446 | Time: 6573.47 ms [2022-04-25 07:24:02 main:574] : INFO : Epoch 1928 | loss: 0.031129 | val_loss: 0.0311464 | Time: 7722.24 ms [2022-04-25 07:24:09 main:574] : INFO : Epoch 1929 | loss: 0.031141 | val_loss: 0.031154 | Time: 7049.04 ms [2022-04-25 07:24:15 main:574] : INFO : Epoch 1930 | loss: 0.0311481 | val_loss: 0.0311559 | Time: 6668.68 ms [2022-04-25 07:24:22 main:574] : INFO : Epoch 1931 | loss: 0.0311504 | val_loss: 0.0311547 | Time: 6306.58 ms [2022-04-25 07:24:29 main:574] : INFO : Epoch 1932 | loss: 0.0311491 | val_loss: 0.0311636 | Time: 7353.04 ms [2022-04-25 07:24:36 main:574] : INFO : Epoch 1933 | loss: 0.0311514 | val_loss: 0.0311535 | Time: 6434.12 ms [2022-04-25 07:24:43 main:574] : INFO : Epoch 1934 | loss: 0.0311484 | val_loss: 0.0311562 | Time: 7225.39 ms [2022-04-25 07:24:52 main:574] : INFO : Epoch 1935 | loss: 0.0311461 | val_loss: 0.0311515 | Time: 8493.02 ms [2022-04-25 07:24:58 main:574] : INFO : Epoch 1936 | loss: 0.0311435 | val_loss: 0.0311542 | Time: 6336.87 ms [2022-04-25 07:25:06 main:574] : INFO : Epoch 1937 | loss: 0.0311417 | val_loss: 0.0311527 | Time: 7032.84 ms [2022-04-25 07:25:12 main:574] : INFO : Epoch 1938 | loss: 0.0311396 | val_loss: 0.0311529 | Time: 6318.99 ms [2022-04-25 07:25:20 main:574] : INFO : Epoch 1939 | loss: 0.0311372 | val_loss: 0.0311484 | Time: 7745.61 ms [2022-04-25 07:25:26 main:574] : INFO : Epoch 1940 | loss: 0.0311368 | val_loss: 0.031151 | Time: 6358.59 ms [2022-04-25 07:25:33 main:574] : INFO : Epoch 1941 | loss: 0.0311362 | val_loss: 0.0311511 | Time: 6344.5 ms [2022-04-25 07:25:39 main:574] : INFO : Epoch 1942 | loss: 0.0311343 | val_loss: 0.0311504 | Time: 6553.35 ms [2022-04-25 07:25:47 main:574] : INFO : Epoch 1943 | loss: 0.0311356 | val_loss: 0.0311538 | Time: 6943.46 ms [2022-04-25 07:25:54 main:574] : INFO : Epoch 1944 | loss: 0.0311342 | val_loss: 0.0311512 | Time: 6719.47 ms [2022-04-25 07:26:01 main:574] : INFO : Epoch 1945 | loss: 0.0311339 | val_loss: 0.031152 | Time: 7297.6 ms [2022-04-25 07:26:09 main:574] : INFO : Epoch 1946 | loss: 0.0311331 | val_loss: 0.0311492 | Time: 8211.01 ms [2022-04-25 07:26:17 main:574] : INFO : Epoch 1947 | loss: 0.0311366 | val_loss: 0.0311684 | Time: 7217.88 ms [2022-04-25 07:26:23 main:574] : INFO : Epoch 1948 | loss: 0.031157 | val_loss: 0.0311605 | Time: 6165.8 ms [2022-04-25 07:26:31 main:574] : INFO : Epoch 1949 | loss: 0.0311533 | val_loss: 0.0311563 | Time: 8288.36 ms [2022-04-25 07:26:39 main:574] : INFO : Epoch 1950 | loss: 0.0311459 | val_loss: 0.0311563 | Time: 7030.39 ms [2022-04-25 07:26:47 main:574] : INFO : Epoch 1951 | loss: 0.0311427 | val_loss: 0.0311522 | Time: 7397.33 ms [2022-04-25 07:26:55 main:574] : INFO : Epoch 1952 | loss: 0.0311435 | val_loss: 0.0311524 | Time: 7330.35 ms [2022-04-25 07:27:02 main:574] : INFO : Epoch 1953 | loss: 0.031142 | val_loss: 0.0311496 | Time: 6316.05 ms [2022-04-25 07:27:08 main:574] : INFO : Epoch 1954 | loss: 0.0311382 | val_loss: 0.0311487 | Time: 6269.06 ms [2022-04-25 07:27:17 main:574] : INFO : Epoch 1955 | loss: 0.0311371 | val_loss: 0.0311508 | Time: 7717.38 ms [2022-04-25 07:27:25 main:574] : INFO : Epoch 1956 | loss: 0.0311369 | val_loss: 0.0311529 | Time: 7494.9 ms [2022-04-25 07:27:32 main:574] : INFO : Epoch 1957 | loss: 0.0311367 | val_loss: 0.0311511 | Time: 7227.17 ms [2022-04-25 07:27:39 main:574] : INFO : Epoch 1958 | loss: 0.0311353 | val_loss: 0.0311494 | Time: 7330.09 ms [2022-04-25 07:27:47 main:574] : INFO : Epoch 1959 | loss: 0.031136 | val_loss: 0.0311504 | Time: 6897.56 ms [2022-04-25 07:27:54 main:574] : INFO : Epoch 1960 | loss: 0.0311339 | val_loss: 0.0311499 | Time: 7631.33 ms [2022-04-25 07:28:01 main:574] : INFO : Epoch 1961 | loss: 0.031134 | val_loss: 0.0311516 | Time: 6449.84 ms [2022-04-25 07:28:08 main:574] : INFO : Epoch 1962 | loss: 0.031133 | val_loss: 0.0311527 | Time: 7351.88 ms [2022-04-25 07:28:16 main:574] : INFO : Epoch 1963 | loss: 0.0311334 | val_loss: 0.0311506 | Time: 7107.7 ms [2022-04-25 07:28:22 main:574] : INFO : Epoch 1964 | loss: 0.0311346 | val_loss: 0.031159 | Time: 6391.93 ms [2022-04-25 07:28:30 main:574] : INFO : Epoch 1965 | loss: 0.0311351 | val_loss: 0.0311506 | Time: 6976.02 ms [2022-04-25 07:28:36 main:574] : INFO : Epoch 1966 | loss: 0.0311322 | val_loss: 0.0311504 | Time: 6252.98 ms [2022-04-25 07:28:42 main:574] : INFO : Epoch 1967 | loss: 0.0311319 | val_loss: 0.0311497 | Time: 6287.71 ms [2022-04-25 07:28:50 main:574] : INFO : Epoch 1968 | loss: 0.0311315 | val_loss: 0.0311502 | Time: 7616.02 ms [2022-04-25 07:28:57 main:574] : INFO : Epoch 1969 | loss: 0.0311311 | val_loss: 0.0311492 | Time: 6646.66 ms [2022-04-25 07:29:04 main:574] : INFO : Epoch 1970 | loss: 0.0311287 | val_loss: 0.0311493 | Time: 7686.77 ms [2022-04-25 07:29:11 main:574] : INFO : Epoch 1971 | loss: 0.0311289 | val_loss: 0.0311493 | Time: 6884.21 ms [2022-04-25 07:29:19 main:574] : INFO : Epoch 1972 | loss: 0.0311292 | val_loss: 0.0311506 | Time: 6761.53 ms [2022-04-25 07:29:26 main:574] : INFO : Epoch 1973 | loss: 0.0311277 | val_loss: 0.031148 | Time: 6918.46 ms [2022-04-25 07:29:33 main:574] : INFO : Epoch 1974 | loss: 0.0311267 | val_loss: 0.0311489 | Time: 6722.01 ms [2022-04-25 07:29:40 main:574] : INFO : Epoch 1975 | loss: 0.0311269 | val_loss: 0.0311541 | Time: 7016.7 ms [2022-04-25 07:29:48 main:574] : INFO : Epoch 1976 | loss: 0.031128 | val_loss: 0.0311524 | Time: 7079.19 ms [2022-04-25 07:29:56 main:574] : INFO : Epoch 1977 | loss: 0.0311265 | val_loss: 0.0311505 | Time: 8494.17 ms [2022-04-25 07:30:04 main:574] : INFO : Epoch 1978 | loss: 0.0311262 | val_loss: 0.0311541 | Time: 7382.28 ms [2022-04-25 07:30:11 main:574] : INFO : Epoch 1979 | loss: 0.0311256 | val_loss: 0.0311539 | Time: 6832.06 ms [2022-04-25 07:30:19 main:574] : INFO : Epoch 1980 | loss: 0.031126 | val_loss: 0.031151 | Time: 7767.89 ms [2022-04-25 07:30:26 main:574] : INFO : Epoch 1981 | loss: 0.0311275 | val_loss: 0.0311483 | Time: 7010.26 ms [2022-04-25 07:30:34 main:574] : INFO : Epoch 1982 | loss: 0.0311284 | val_loss: 0.0311506 | Time: 7360.92 ms [2022-04-25 07:30:41 main:574] : INFO : Epoch 1983 | loss: 0.0311278 | val_loss: 0.0311523 | Time: 6742.59 ms [2022-04-25 07:30:50 main:574] : INFO : Epoch 1984 | loss: 0.0311264 | val_loss: 0.0311512 | Time: 8862.75 ms [2022-04-25 07:30:58 main:574] : INFO : Epoch 1985 | loss: 0.0311254 | val_loss: 0.0311508 | Time: 8101.89 ms [2022-04-25 07:31:06 main:574] : INFO : Epoch 1986 | loss: 0.0311272 | val_loss: 0.0311532 | Time: 7308.54 ms [2022-04-25 07:31:14 main:574] : INFO : Epoch 1987 | loss: 0.0311273 | val_loss: 0.0311564 | Time: 8512.74 ms [2022-04-25 07:31:20 main:574] : INFO : Epoch 1988 | loss: 0.0311293 | val_loss: 0.0311549 | Time: 6155.98 ms [2022-04-25 07:31:27 main:574] : INFO : Epoch 1989 | loss: 0.0311313 | val_loss: 0.031148 | Time: 6777.87 ms [2022-04-25 07:31:34 main:574] : INFO : Epoch 1990 | loss: 0.0311273 | val_loss: 0.0311476 | Time: 6274.39 ms [2022-04-25 07:31:41 main:574] : INFO : Epoch 1991 | loss: 0.0311267 | val_loss: 0.0311526 | Time: 7336.51 ms [2022-04-25 07:31:49 main:574] : INFO : Epoch 1992 | loss: 0.031125 | val_loss: 0.0311514 | Time: 8206.53 ms [2022-04-25 07:31:56 main:574] : INFO : Epoch 1993 | loss: 0.0311252 | val_loss: 0.0311604 | Time: 6644.97 ms [2022-04-25 07:32:03 main:574] : INFO : Epoch 1994 | loss: 0.0311261 | val_loss: 0.0311522 | Time: 6655.21 ms [2022-04-25 07:32:10 main:574] : INFO : Epoch 1995 | loss: 0.0311256 | val_loss: 0.0311537 | Time: 7069.02 ms [2022-04-25 07:32:17 main:574] : INFO : Epoch 1996 | loss: 0.0311274 | val_loss: 0.0311514 | Time: 6924.41 ms [2022-04-25 07:32:24 main:574] : INFO : Epoch 1997 | loss: 0.0311252 | val_loss: 0.0311494 | Time: 6703.77 ms [2022-04-25 07:32:32 main:574] : INFO : Epoch 1998 | loss: 0.0311252 | val_loss: 0.0311533 | Time: 8146.14 ms [2022-04-25 07:32:40 main:574] : INFO : Epoch 1999 | loss: 0.0311242 | val_loss: 0.0311536 | Time: 7562.73 ms [2022-04-25 07:32:48 main:574] : INFO : Epoch 2000 | loss: 0.0311245 | val_loss: 0.0311501 | Time: 6623.36 ms [2022-04-25 07:32:55 main:574] : INFO : Epoch 2001 | loss: 0.0311264 | val_loss: 0.0311487 | Time: 6766.9 ms [2022-04-25 07:33:03 main:574] : INFO : Epoch 2002 | loss: 0.0311387 | val_loss: 0.0311534 | Time: 7440.18 ms [2022-04-25 07:33:11 main:574] : INFO : Epoch 2003 | loss: 0.0311398 | val_loss: 0.0311495 | Time: 7416.01 ms [2022-04-25 07:33:18 main:574] : INFO : Epoch 2004 | loss: 0.0311376 | val_loss: 0.0311479 | Time: 6440.74 ms [2022-04-25 07:33:24 main:574] : INFO : Epoch 2005 | loss: 0.0311358 | val_loss: 0.0311509 | Time: 6447.67 ms [2022-04-25 07:33:32 main:574] : INFO : Epoch 2006 | loss: 0.0311326 | val_loss: 0.0311466 | Time: 7348.74 ms [2022-04-25 07:33:40 main:574] : INFO : Epoch 2007 | loss: 0.0311299 | val_loss: 0.0311463 | Time: 7713.41 ms [2022-04-25 07:33:46 main:574] : INFO : Epoch 2008 | loss: 0.0311303 | val_loss: 0.0311437 | Time: 6335 ms [2022-04-25 07:33:54 main:574] : INFO : Epoch 2009 | loss: 0.0311284 | val_loss: 0.0311475 | Time: 7536.62 ms [2022-04-25 07:34:00 main:574] : INFO : Epoch 2010 | loss: 0.0311285 | val_loss: 0.0311444 | Time: 6722.03 ms [2022-04-25 07:34:07 main:574] : INFO : Epoch 2011 | loss: 0.0311277 | val_loss: 0.0311445 | Time: 6955.37 ms [2022-04-25 07:34:14 main:574] : INFO : Epoch 2012 | loss: 0.0311254 | val_loss: 0.031146 | Time: 6838.1 ms [2022-04-25 07:34:21 main:574] : INFO : Epoch 2013 | loss: 0.0311257 | val_loss: 0.0311446 | Time: 6815.04 ms [2022-04-25 07:34:29 main:574] : INFO : Epoch 2014 | loss: 0.0311246 | val_loss: 0.0311487 | Time: 6774.04 ms [2022-04-25 07:34:36 main:574] : INFO : Epoch 2015 | loss: 0.0311249 | val_loss: 0.0311481 | Time: 7455.91 ms [2022-04-25 07:34:43 main:574] : INFO : Epoch 2016 | loss: 0.0311239 | val_loss: 0.0311437 | Time: 6576.21 ms [2022-04-25 07:34:50 main:574] : INFO : Epoch 2017 | loss: 0.0311233 | val_loss: 0.0311459 | Time: 6759.45 ms [2022-04-25 07:34:57 main:574] : INFO : Epoch 2018 | loss: 0.031122 | val_loss: 0.0311457 | Time: 7559.41 ms [2022-04-25 07:35:04 main:574] : INFO : Epoch 2019 | loss: 0.0311215 | val_loss: 0.0311483 | Time: 6237.73 ms [2022-04-25 07:35:11 main:574] : INFO : Epoch 2020 | loss: 0.031121 | val_loss: 0.0311453 | Time: 6766.05 ms [2022-04-25 07:35:18 main:574] : INFO : Epoch 2021 | loss: 0.0311226 | val_loss: 0.0311458 | Time: 7052.67 ms [2022-04-25 07:35:25 main:574] : INFO : Epoch 2022 | loss: 0.0311257 | val_loss: 0.0311445 | Time: 6735.37 ms [2022-04-25 07:35:32 main:574] : INFO : Epoch 2023 | loss: 0.031128 | val_loss: 0.0311518 | Time: 7094.87 ms [2022-04-25 07:35:39 main:574] : INFO : Epoch 2024 | loss: 0.0311294 | val_loss: 0.0311472 | Time: 6713.06 ms [2022-04-25 07:35:46 main:574] : INFO : Epoch 2025 | loss: 0.0311256 | val_loss: 0.0311463 | Time: 7355.83 ms [2022-04-25 07:35:55 main:574] : INFO : Epoch 2026 | loss: 0.0311241 | val_loss: 0.0311474 | Time: 8037.42 ms [2022-04-25 07:36:02 main:574] : INFO : Epoch 2027 | loss: 0.0311255 | val_loss: 0.0311476 | Time: 6663.65 ms [2022-04-25 07:36:09 main:574] : INFO : Epoch 2028 | loss: 0.0311231 | val_loss: 0.0311472 | Time: 7042.55 ms [2022-04-25 07:36:16 main:574] : INFO : Epoch 2029 | loss: 0.0311244 | val_loss: 0.0311559 | Time: 7330.53 ms [2022-04-25 07:36:23 main:574] : INFO : Epoch 2030 | loss: 0.0311262 | val_loss: 0.0311497 | Time: 6445.07 ms [2022-04-25 07:36:29 main:574] : INFO : Epoch 2031 | loss: 0.0311223 | val_loss: 0.0311447 | Time: 6576.39 ms [2022-04-25 07:36:36 main:574] : INFO : Epoch 2032 | loss: 0.0311216 | val_loss: 0.0311492 | Time: 6273.51 ms [2022-04-25 07:36:43 main:574] : INFO : Epoch 2033 | loss: 0.0311216 | val_loss: 0.0311472 | Time: 7737.84 ms [2022-04-25 07:36:51 main:574] : INFO : Epoch 2034 | loss: 0.0311221 | val_loss: 0.0311463 | Time: 7606.28 ms [2022-04-25 07:36:58 main:574] : INFO : Epoch 2035 | loss: 0.0311218 | val_loss: 0.0311484 | Time: 7026.1 ms [2022-04-25 07:37:05 main:574] : INFO : Epoch 2036 | loss: 0.0311207 | val_loss: 0.0311469 | Time: 6311.18 ms [2022-04-25 07:37:12 main:574] : INFO : Epoch 2037 | loss: 0.0311213 | val_loss: 0.0311481 | Time: 7218.78 ms [2022-04-25 07:37:21 main:574] : INFO : Epoch 2038 | loss: 0.0311235 | val_loss: 0.0311496 | Time: 8105.9 ms [2022-04-25 07:37:28 main:574] : INFO : Epoch 2039 | loss: 0.0311207 | val_loss: 0.0311499 | Time: 6535.57 ms [2022-04-25 07:37:36 main:574] : INFO : Epoch 2040 | loss: 0.0311216 | val_loss: 0.0311486 | Time: 7897.24 ms [2022-04-25 07:37:42 main:574] : INFO : Epoch 2041 | loss: 0.0311202 | val_loss: 0.0311464 | Time: 6386.54 ms [2022-04-25 07:37:49 main:574] : INFO : Epoch 2042 | loss: 0.0311201 | val_loss: 0.0311483 | Time: 6299.08 ms [2022-04-25 07:37:56 main:574] : INFO : Epoch 2043 | loss: 0.0311198 | val_loss: 0.0311467 | Time: 7164.19 ms [2022-04-25 07:38:03 main:574] : INFO : Epoch 2044 | loss: 0.0311212 | val_loss: 0.0311512 | Time: 6899.59 ms [2022-04-25 07:38:10 main:574] : INFO : Epoch 2045 | loss: 0.0311213 | val_loss: 0.0311457 | Time: 6631.96 ms [2022-04-25 07:38:17 main:574] : INFO : Epoch 2046 | loss: 0.0311211 | val_loss: 0.0311488 | Time: 6600.74 ms [2022-04-25 07:38:25 main:574] : INFO : Epoch 2047 | loss: 0.0311202 | val_loss: 0.0311501 | Time: 7774.28 ms [2022-04-25 07:38:32 main:574] : INFO : Epoch 2048 | loss: 0.0311203 | val_loss: 0.0311458 | Time: 7362.08 ms [2022-04-25 07:38:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311458 [2022-04-25 07:38:33 main:603] : INFO : Saving end state to config to file [2022-04-25 07:38:33 main:608] : INFO : Success, exiting.. 07:38:33 (11744): 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)