Task 12958911
| Name | ParityModified-1645998502-12868-2-0_2 |
| Workunit | 10061144 |
| Created | 11 Mar 2022, 23:58:30 UTC |
| Sent | 12 Mar 2022, 0:01:01 UTC |
| Report deadline | 20 Mar 2022, 0:01:01 UTC |
| Received | 12 Mar 2022, 9:40:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19941 |
| Run time | 1 hours 26 min 26 sec |
| CPU time | 1 hours 23 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,308.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311406 | val_loss: 0.0311573 | Time: 2351.35 ms [2022-03-12 09:18:28 main:574] : INFO : Epoch 1543 | loss: 0.0311401 | val_loss: 0.0311601 | Time: 2345.98 ms [2022-03-12 09:18:31 main:574] : INFO : Epoch 1544 | loss: 0.03114 | val_loss: 0.0311649 | Time: 2463.04 ms [2022-03-12 09:18:33 main:574] : INFO : Epoch 1545 | loss: 0.0311418 | val_loss: 0.0311593 | Time: 2351.29 ms [2022-03-12 09:18:36 main:574] : INFO : Epoch 1546 | loss: 0.0311414 | val_loss: 0.0311601 | Time: 2536.22 ms [2022-03-12 09:18:38 main:574] : INFO : Epoch 1547 | loss: 0.0311411 | val_loss: 0.0311597 | Time: 2350.91 ms [2022-03-12 09:18:41 main:574] : INFO : Epoch 1548 | loss: 0.0311403 | val_loss: 0.0311577 | Time: 2353.82 ms [2022-03-12 09:18:43 main:574] : INFO : Epoch 1549 | loss: 0.0311402 | val_loss: 0.031157 | Time: 2354.65 ms [2022-03-12 09:18:46 main:574] : INFO : Epoch 1550 | loss: 0.0311402 | val_loss: 0.0311587 | Time: 2359.37 ms [2022-03-12 09:18:48 main:574] : INFO : Epoch 1551 | loss: 0.0311381 | val_loss: 0.0311584 | Time: 2480.06 ms [2022-03-12 09:18:51 main:574] : INFO : Epoch 1552 | loss: 0.0311382 | val_loss: 0.0311577 | Time: 2581.11 ms [2022-03-12 09:18:53 main:574] : INFO : Epoch 1553 | loss: 0.0311383 | val_loss: 0.0311576 | Time: 2358.38 ms [2022-03-12 09:18:56 main:574] : INFO : Epoch 1554 | loss: 0.0311407 | val_loss: 0.0311604 | Time: 2349.53 ms [2022-03-12 09:18:58 main:574] : INFO : Epoch 1555 | loss: 0.0311436 | val_loss: 0.0311644 | Time: 2346.49 ms [2022-03-12 09:19:00 main:574] : INFO : Epoch 1556 | loss: 0.0311509 | val_loss: 0.0311679 | Time: 2351.71 ms [2022-03-12 09:19:03 main:574] : INFO : Epoch 1557 | loss: 0.0311498 | val_loss: 0.0311635 | Time: 2534.69 ms [2022-03-12 09:19:05 main:574] : INFO : Epoch 1558 | loss: 0.0311519 | val_loss: 0.0311637 | Time: 2353.31 ms [2022-03-12 09:19:08 main:574] : INFO : Epoch 1559 | loss: 0.031151 | val_loss: 0.0311623 | Time: 2517.8 ms [2022-03-12 09:19:10 main:574] : INFO : Epoch 1560 | loss: 0.0311473 | val_loss: 0.031162 | Time: 2350.35 ms [2022-03-12 09:19:13 main:574] : INFO : Epoch 1561 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 2350.55 ms [2022-03-12 09:19:15 main:574] : INFO : Epoch 1562 | loss: 0.0311469 | val_loss: 0.0311639 | Time: 2350.76 ms [2022-03-12 09:19:18 main:574] : INFO : Epoch 1563 | loss: 0.0311445 | val_loss: 0.0311656 | Time: 2349.91 ms [2022-03-12 09:19:20 main:574] : INFO : Epoch 1564 | loss: 0.0311455 | val_loss: 0.0311605 | Time: 2489.91 ms [2022-03-12 09:19:23 main:574] : INFO : Epoch 1565 | loss: 0.0311444 | val_loss: 0.0311636 | Time: 2579.73 ms [2022-03-12 09:19:25 main:574] : INFO : Epoch 1566 | loss: 0.0311436 | val_loss: 0.0311584 | Time: 2352.74 ms [2022-03-12 09:19:28 main:574] : INFO : Epoch 1567 | loss: 0.0311421 | val_loss: 0.0311602 | Time: 2349.04 ms [2022-03-12 09:19:30 main:574] : INFO : Epoch 1568 | loss: 0.0311405 | val_loss: 0.0311589 | Time: 2349.39 ms [2022-03-12 09:19:32 main:574] : INFO : Epoch 1569 | loss: 0.031143 | val_loss: 0.03116 | Time: 2354.66 ms [2022-03-12 09:19:35 main:574] : INFO : Epoch 1570 | loss: 0.0311434 | val_loss: 0.0311581 | Time: 2489.63 ms [2022-03-12 09:19:37 main:574] : INFO : Epoch 1571 | loss: 0.0311407 | val_loss: 0.0311593 | Time: 2350.31 ms [2022-03-12 09:19:40 main:574] : INFO : Epoch 1572 | loss: 0.0311404 | val_loss: 0.0311591 | Time: 2353.55 ms [2022-03-12 09:19:42 main:574] : INFO : Epoch 1573 | loss: 0.0311477 | val_loss: 0.0311577 | Time: 2345.69 ms [2022-03-12 09:19:45 main:574] : INFO : Epoch 1574 | loss: 0.0311447 | val_loss: 0.0311577 | Time: 2573.71 ms [2022-03-12 09:19:47 main:574] : INFO : Epoch 1575 | loss: 0.031146 | val_loss: 0.0311607 | Time: 2456.45 ms [2022-03-12 09:19:50 main:574] : INFO : Epoch 1576 | loss: 0.0311468 | val_loss: 0.0311603 | Time: 2357.36 ms [2022-03-12 09:19:52 main:574] : INFO : Epoch 1577 | loss: 0.0311452 | val_loss: 0.0311623 | Time: 2497.21 ms [2022-03-12 09:19:55 main:574] : INFO : Epoch 1578 | loss: 0.0311464 | val_loss: 0.0311628 | Time: 2452.24 ms [2022-03-12 09:19:58 main:574] : INFO : Epoch 1579 | loss: 0.0311435 | val_loss: 0.0311623 | Time: 2559.22 ms [2022-03-12 09:20:00 main:574] : INFO : Epoch 1580 | loss: 0.0311427 | val_loss: 0.0311616 | Time: 2452.71 ms [2022-03-12 09:20:03 main:574] : INFO : Epoch 1581 | loss: 0.0311434 | val_loss: 0.0311608 | Time: 2557.1 ms [2022-03-12 09:20:05 main:574] : INFO : Epoch 1582 | loss: 0.0311438 | val_loss: 0.0311593 | Time: 2355.57 ms [2022-03-12 09:20:08 main:574] : INFO : Epoch 1583 | loss: 0.0311427 | val_loss: 0.0311615 | Time: 2504.58 ms [2022-03-12 09:20:10 main:574] : INFO : Epoch 1584 | loss: 0.031142 | val_loss: 0.0311608 | Time: 2452.38 ms [2022-03-12 09:20:13 main:574] : INFO : Epoch 1585 | loss: 0.0311416 | val_loss: 0.0311608 | Time: 2565.72 ms [2022-03-12 09:20:16 main:574] : INFO : Epoch 1586 | loss: 0.0311412 | val_loss: 0.0311613 | Time: 2580.21 ms [2022-03-12 09:20:18 main:574] : INFO : Epoch 1587 | loss: 0.0311422 | val_loss: 0.0311578 | Time: 2459.81 ms [2022-03-12 09:20:21 main:574] : INFO : Epoch 1588 | loss: 0.0311424 | val_loss: 0.0311588 | Time: 2561.17 ms [2022-03-12 09:20:23 main:574] : INFO : Epoch 1589 | loss: 0.0311396 | val_loss: 0.0311584 | Time: 2452.81 ms [2022-03-12 09:20:26 main:574] : INFO : Epoch 1590 | loss: 0.0311407 | val_loss: 0.0311597 | Time: 2568.42 ms [2022-03-12 09:20:28 main:574] : INFO : Epoch 1591 | loss: 0.0311404 | val_loss: 0.0311573 | Time: 2351.74 ms [2022-03-12 09:20:31 main:574] : INFO : Epoch 1592 | loss: 0.0311404 | val_loss: 0.0311602 | Time: 2526.03 ms [2022-03-12 09:20:34 main:574] : INFO : Epoch 1593 | loss: 0.0311402 | val_loss: 0.0311589 | Time: 2530.53 ms [2022-03-12 09:20:36 main:574] : INFO : Epoch 1594 | loss: 0.0311425 | val_loss: 0.0311605 | Time: 2531.26 ms [2022-03-12 09:20:39 main:574] : INFO : Epoch 1595 | loss: 0.0311458 | val_loss: 0.0311627 | Time: 2350.22 ms [2022-03-12 09:20:41 main:574] : INFO : Epoch 1596 | loss: 0.0311466 | val_loss: 0.0311612 | Time: 2530.12 ms [2022-03-12 09:20:44 main:574] : INFO : Epoch 1597 | loss: 0.0311432 | val_loss: 0.0311642 | Time: 2584.19 ms [2022-03-12 09:20:47 main:574] : INFO : Epoch 1598 | loss: 0.0311406 | val_loss: 0.0311641 | Time: 2578.03 ms [2022-03-12 09:20:49 main:574] : INFO : Epoch 1599 | loss: 0.0311391 | val_loss: 0.0311599 | Time: 2456.63 ms [2022-03-12 09:20:52 main:574] : INFO : Epoch 1600 | loss: 0.0311379 | val_loss: 0.0311622 | Time: 2553.6 ms [2022-03-12 09:20:54 main:574] : INFO : Epoch 1601 | loss: 0.0311386 | val_loss: 0.0311645 | Time: 2455.83 ms [2022-03-12 09:20:57 main:574] : INFO : Epoch 1602 | loss: 0.0311392 | val_loss: 0.0311604 | Time: 2567.44 ms [2022-03-12 09:21:00 main:574] : INFO : Epoch 1603 | loss: 0.0311383 | val_loss: 0.0311635 | Time: 2454.03 ms [2022-03-12 09:21:02 main:574] : INFO : Epoch 1604 | loss: 0.0311374 | val_loss: 0.0311613 | Time: 2354.13 ms [2022-03-12 09:21:05 main:574] : INFO : Epoch 1605 | loss: 0.031139 | val_loss: 0.0311626 | Time: 2501.73 ms [2022-03-12 09:21:07 main:574] : INFO : Epoch 1606 | loss: 0.0311377 | val_loss: 0.0311602 | Time: 2445.14 ms [2022-03-12 09:21:09 main:574] : INFO : Epoch 1607 | loss: 0.0311367 | val_loss: 0.0311627 | Time: 2348.99 ms [2022-03-12 09:21:12 main:574] : INFO : Epoch 1608 | loss: 0.031136 | val_loss: 0.0311609 | Time: 2514.58 ms [2022-03-12 09:21:15 main:574] : INFO : Epoch 1609 | loss: 0.0311363 | val_loss: 0.031166 | Time: 2580.24 ms [2022-03-12 09:21:17 main:574] : INFO : Epoch 1610 | loss: 0.0311365 | val_loss: 0.0311641 | Time: 2456.95 ms [2022-03-12 09:21:20 main:574] : INFO : Epoch 1611 | loss: 0.0311377 | val_loss: 0.0311607 | Time: 2575.44 ms [2022-03-12 09:21:23 main:574] : INFO : Epoch 1612 | loss: 0.0311371 | val_loss: 0.0311628 | Time: 2561.99 ms [2022-03-12 09:21:25 main:574] : INFO : Epoch 1613 | loss: 0.031137 | val_loss: 0.0311627 | Time: 2534.37 ms [2022-03-12 09:21:28 main:574] : INFO : Epoch 1614 | loss: 0.0311376 | val_loss: 0.0311667 | Time: 2581.94 ms [2022-03-12 09:21:30 main:574] : INFO : Epoch 1615 | loss: 0.0311373 | val_loss: 0.0311651 | Time: 2459.09 ms [2022-03-12 09:21:33 main:574] : INFO : Epoch 1616 | loss: 0.0311352 | val_loss: 0.0311648 | Time: 2561.64 ms [2022-03-12 09:21:36 main:574] : INFO : Epoch 1617 | loss: 0.0311365 | val_loss: 0.0311642 | Time: 2458.82 ms [2022-03-12 09:21:38 main:574] : INFO : Epoch 1618 | loss: 0.0311418 | val_loss: 0.0311622 | Time: 2559.51 ms [2022-03-12 09:21:41 main:574] : INFO : Epoch 1619 | loss: 0.0311398 | val_loss: 0.0311606 | Time: 2447.13 ms [2022-03-12 09:21:43 main:574] : INFO : Epoch 1620 | loss: 0.0311389 | val_loss: 0.0311622 | Time: 2356.77 ms [2022-03-12 09:21:46 main:574] : INFO : Epoch 1621 | loss: 0.0311386 | val_loss: 0.0311709 | Time: 2351.49 ms [2022-03-12 09:21:48 main:574] : INFO : Epoch 1622 | loss: 0.0311368 | val_loss: 0.0311605 | Time: 2455.43 ms [2022-03-12 09:21:51 main:574] : INFO : Epoch 1623 | loss: 0.0311344 | val_loss: 0.0311599 | Time: 2563.45 ms [2022-03-12 09:21:53 main:574] : INFO : Epoch 1624 | loss: 0.0311342 | val_loss: 0.031159 | Time: 2352.74 ms [2022-03-12 09:21:56 main:574] : INFO : Epoch 1625 | loss: 0.0311335 | val_loss: 0.0311616 | Time: 2542.87 ms [2022-03-12 09:21:58 main:574] : INFO : Epoch 1626 | loss: 0.0311343 | val_loss: 0.0311578 | Time: 2352.4 ms [2022-03-12 09:22:01 main:574] : INFO : Epoch 1627 | loss: 0.0311359 | val_loss: 0.0311601 | Time: 2356.42 ms [2022-03-12 09:22:03 main:574] : INFO : Epoch 1628 | loss: 0.0311358 | val_loss: 0.031162 | Time: 2470.66 ms [2022-03-12 09:22:06 main:574] : INFO : Epoch 1629 | loss: 0.0311349 | val_loss: 0.0311576 | Time: 2577.35 ms [2022-03-12 09:22:08 main:574] : INFO : Epoch 1630 | loss: 0.0311367 | val_loss: 0.0311583 | Time: 2453.66 ms [2022-03-12 09:22:11 main:574] : INFO : Epoch 1631 | loss: 0.0311367 | val_loss: 0.0311643 | Time: 2562.59 ms [2022-03-12 09:22:13 main:574] : INFO : Epoch 1632 | loss: 0.0311355 | val_loss: 0.0311596 | Time: 2458.8 ms [2022-03-12 09:22:16 main:574] : INFO : Epoch 1633 | loss: 0.0311331 | val_loss: 0.031168 | Time: 2562.24 ms [2022-03-12 09:22:19 main:574] : INFO : Epoch 1634 | loss: 0.0311353 | val_loss: 0.031164 | Time: 2452.68 ms [2022-03-12 09:22:21 main:574] : INFO : Epoch 1635 | loss: 0.0311382 | val_loss: 0.0311596 | Time: 2350.55 ms [2022-03-12 09:22:24 main:574] : INFO : Epoch 1636 | loss: 0.0311376 | val_loss: 0.0311593 | Time: 2509.53 ms [2022-03-12 09:22:26 main:574] : INFO : Epoch 1637 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 2572.69 ms [2022-03-12 09:22:29 main:574] : INFO : Epoch 1638 | loss: 0.0311356 | val_loss: 0.0311576 | Time: 2351.68 ms [2022-03-12 09:22:31 main:574] : INFO : Epoch 1639 | loss: 0.0311346 | val_loss: 0.0311597 | Time: 2520.45 ms [2022-03-12 09:22:34 main:574] : INFO : Epoch 1640 | loss: 0.0311363 | val_loss: 0.03116 | Time: 2576.8 ms [2022-03-12 09:22:37 main:574] : INFO : Epoch 1641 | loss: 0.0311361 | val_loss: 0.0311647 | Time: 2452.06 ms [2022-03-12 09:22:39 main:574] : INFO : Epoch 1642 | loss: 0.0311429 | val_loss: 0.0311598 | Time: 2350.88 ms [2022-03-12 09:22:42 main:574] : INFO : Epoch 1643 | loss: 0.0311449 | val_loss: 0.0311661 | Time: 2515.4 ms [2022-03-12 09:22:44 main:574] : INFO : Epoch 1644 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 2351.98 ms [2022-03-12 09:22:47 main:574] : INFO : Epoch 1645 | loss: 0.0311557 | val_loss: 0.0311625 | Time: 2527.89 ms [2022-03-12 09:22:49 main:574] : INFO : Epoch 1646 | loss: 0.0311519 | val_loss: 0.0311567 | Time: 2575.15 ms [2022-03-12 09:22:52 main:574] : INFO : Epoch 1647 | loss: 0.0311494 | val_loss: 0.0311546 | Time: 2456.28 ms [2022-03-12 09:22:54 main:574] : INFO : Epoch 1648 | loss: 0.0311478 | val_loss: 0.0311559 | Time: 2573.4 ms [2022-03-12 09:22:57 main:574] : INFO : Epoch 1649 | loss: 0.031148 | val_loss: 0.0311565 | Time: 2451.86 ms [2022-03-12 09:23:00 main:574] : INFO : Epoch 1650 | loss: 0.0311448 | val_loss: 0.0311584 | Time: 2570.07 ms [2022-03-12 09:23:02 main:574] : INFO : Epoch 1651 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 2585.18 ms [2022-03-12 09:23:05 main:574] : INFO : Epoch 1652 | loss: 0.0311444 | val_loss: 0.031156 | Time: 2355.02 ms [2022-03-12 09:23:07 main:574] : INFO : Epoch 1653 | loss: 0.031143 | val_loss: 0.0311577 | Time: 2353.76 ms [2022-03-12 09:23:09 main:574] : INFO : Epoch 1654 | loss: 0.0311416 | val_loss: 0.0311602 | Time: 2352.59 ms [2022-03-12 09:23:12 main:574] : INFO : Epoch 1655 | loss: 0.0311412 | val_loss: 0.0311558 | Time: 2548.72 ms [2022-03-12 09:23:15 main:574] : INFO : Epoch 1656 | loss: 0.0311423 | val_loss: 0.0311583 | Time: 2563.15 ms [2022-03-12 09:23:17 main:574] : INFO : Epoch 1657 | loss: 0.0311389 | val_loss: 0.031159 | Time: 2454.03 ms [2022-03-12 09:23:20 main:574] : INFO : Epoch 1658 | loss: 0.0311381 | val_loss: 0.0311631 | Time: 2354.19 ms [2022-03-12 09:23:22 main:574] : INFO : Epoch 1659 | loss: 0.0311391 | val_loss: 0.0311569 | Time: 2502.87 ms [2022-03-12 09:23:25 main:574] : INFO : Epoch 1660 | loss: 0.0311394 | val_loss: 0.0311641 | Time: 2356.69 ms [2022-03-12 09:23:27 main:574] : INFO : Epoch 1661 | loss: 0.031139 | val_loss: 0.0311593 | Time: 2521.28 ms [2022-03-12 09:23:30 main:574] : INFO : Epoch 1662 | loss: 0.0311391 | val_loss: 0.0311593 | Time: 2357.31 ms [2022-03-12 09:23:32 main:574] : INFO : Epoch 1663 | loss: 0.0311373 | val_loss: 0.0311617 | Time: 2519.11 ms [2022-03-12 09:23:35 main:574] : INFO : Epoch 1664 | loss: 0.0311374 | val_loss: 0.0311574 | Time: 2576.68 ms [2022-03-12 09:23:37 main:574] : INFO : Epoch 1665 | loss: 0.0311374 | val_loss: 0.0311606 | Time: 2350.87 ms [2022-03-12 09:23:40 main:574] : INFO : Epoch 1666 | loss: 0.031137 | val_loss: 0.031162 | Time: 2534.05 ms [2022-03-12 09:23:43 main:574] : INFO : Epoch 1667 | loss: 0.0311356 | val_loss: 0.0311584 | Time: 2580.31 ms [2022-03-12 09:23:45 main:574] : INFO : Epoch 1668 | loss: 0.0311376 | val_loss: 0.0311622 | Time: 2458.71 ms [2022-03-12 09:23:48 main:574] : INFO : Epoch 1669 | loss: 0.0311379 | val_loss: 0.0311615 | Time: 2357.21 ms [2022-03-12 09:23:50 main:574] : INFO : Epoch 1670 | loss: 0.0311372 | val_loss: 0.0311589 | Time: 2500.73 ms [2022-03-12 09:23:53 main:574] : INFO : Epoch 1671 | loss: 0.0311357 | val_loss: 0.0311603 | Time: 2343.7 ms [2022-03-12 09:23:55 main:574] : INFO : Epoch 1672 | loss: 0.0311358 | val_loss: 0.0311599 | Time: 2357 ms [2022-03-12 09:23:58 main:574] : INFO : Epoch 1673 | loss: 0.0311364 | val_loss: 0.0311621 | Time: 2471.61 ms [2022-03-12 09:24:00 main:574] : INFO : Epoch 1674 | loss: 0.0311387 | val_loss: 0.0311589 | Time: 2576.82 ms [2022-03-12 09:24:03 main:574] : INFO : Epoch 1675 | loss: 0.0311364 | val_loss: 0.031159 | Time: 2354.31 ms [2022-03-12 09:24:05 main:574] : INFO : Epoch 1676 | loss: 0.0311352 | val_loss: 0.0311578 | Time: 2520.15 ms [2022-03-12 09:24:08 main:574] : INFO : Epoch 1677 | loss: 0.0311356 | val_loss: 0.0311572 | Time: 2455.52 ms [2022-03-12 09:24:10 main:574] : INFO : Epoch 1678 | loss: 0.0311357 | val_loss: 0.0311598 | Time: 2349.55 ms [2022-03-12 09:24:13 main:574] : INFO : Epoch 1679 | loss: 0.0311353 | val_loss: 0.0311632 | Time: 2500.39 ms [2022-03-12 09:24:15 main:574] : INFO : Epoch 1680 | loss: 0.0311364 | val_loss: 0.0311597 | Time: 2572.76 ms [2022-03-12 09:24:18 main:574] : INFO : Epoch 1681 | loss: 0.0311373 | val_loss: 0.0311709 | Time: 2456.59 ms [2022-03-12 09:24:21 main:574] : INFO : Epoch 1682 | loss: 0.0311353 | val_loss: 0.0311615 | Time: 2560.53 ms [2022-03-12 09:24:23 main:574] : INFO : Epoch 1683 | loss: 0.031136 | val_loss: 0.0311599 | Time: 2459.54 ms [2022-03-12 09:24:26 main:574] : INFO : Epoch 1684 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 2564.18 ms [2022-03-12 09:24:28 main:574] : INFO : Epoch 1685 | loss: 0.0311342 | val_loss: 0.03116 | Time: 2453.23 ms [2022-03-12 09:24:31 main:574] : INFO : Epoch 1686 | loss: 0.0311415 | val_loss: 0.0311605 | Time: 2569.66 ms [2022-03-12 09:24:33 main:574] : INFO : Epoch 1687 | loss: 0.0311449 | val_loss: 0.0311572 | Time: 2449.95 ms [2022-03-12 09:24:36 main:574] : INFO : Epoch 1688 | loss: 0.0311414 | val_loss: 0.0311557 | Time: 2570.1 ms [2022-03-12 09:24:39 main:574] : INFO : Epoch 1689 | loss: 0.0311395 | val_loss: 0.0311577 | Time: 2456.99 ms [2022-03-12 09:24:41 main:574] : INFO : Epoch 1690 | loss: 0.0311374 | val_loss: 0.0311583 | Time: 2349.42 ms [2022-03-12 09:24:44 main:574] : INFO : Epoch 1691 | loss: 0.0311382 | val_loss: 0.0311548 | Time: 2492.53 ms [2022-03-12 09:24:46 main:574] : INFO : Epoch 1692 | loss: 0.031137 | val_loss: 0.0311594 | Time: 2448.66 ms [2022-03-12 09:24:49 main:574] : INFO : Epoch 1693 | loss: 0.0311372 | val_loss: 0.0311561 | Time: 2561.22 ms [2022-03-12 09:24:51 main:574] : INFO : Epoch 1694 | loss: 0.0311387 | val_loss: 0.0311603 | Time: 2464.32 ms [2022-03-12 09:24:54 main:574] : INFO : Epoch 1695 | loss: 0.0311397 | val_loss: 0.0311574 | Time: 2564.8 ms [2022-03-12 09:24:56 main:574] : INFO : Epoch 1696 | loss: 0.0311384 | val_loss: 0.0311562 | Time: 2354.42 ms [2022-03-12 09:24:59 main:574] : INFO : Epoch 1697 | loss: 0.0311372 | val_loss: 0.0311572 | Time: 2335.57 ms [2022-03-12 09:25:01 main:574] : INFO : Epoch 1698 | loss: 0.0311373 | val_loss: 0.031157 | Time: 2474.29 ms [2022-03-12 09:25:04 main:574] : INFO : Epoch 1699 | loss: 0.0311344 | val_loss: 0.0311557 | Time: 2447.98 ms [2022-03-12 09:25:06 main:574] : INFO : Epoch 1700 | loss: 0.0311332 | val_loss: 0.0311559 | Time: 2348.38 ms [2022-03-12 09:25:09 main:574] : INFO : Epoch 1701 | loss: 0.0311357 | val_loss: 0.0311599 | Time: 2343.02 ms [2022-03-12 09:25:11 main:574] : INFO : Epoch 1702 | loss: 0.031134 | val_loss: 0.0311561 | Time: 2351.45 ms [2022-03-12 09:25:14 main:574] : INFO : Epoch 1703 | loss: 0.0311362 | val_loss: 0.0311562 | Time: 2515.88 ms [2022-03-12 09:25:16 main:574] : INFO : Epoch 1704 | loss: 0.0311349 | val_loss: 0.0311575 | Time: 2451.91 ms [2022-03-12 09:25:19 main:574] : INFO : Epoch 1705 | loss: 0.031135 | val_loss: 0.0311557 | Time: 2567.7 ms [2022-03-12 09:25:22 main:574] : INFO : Epoch 1706 | loss: 0.0311322 | val_loss: 0.0311575 | Time: 2576.34 ms [2022-03-12 09:25:24 main:574] : INFO : Epoch 1707 | loss: 0.0311321 | val_loss: 0.0311547 | Time: 2455.05 ms [2022-03-12 09:25:27 main:574] : INFO : Epoch 1708 | loss: 0.03113 | val_loss: 0.0311595 | Time: 2569.5 ms [2022-03-12 09:25:29 main:574] : INFO : Epoch 1709 | loss: 0.0311342 | val_loss: 0.0311583 | Time: 2455.8 ms [2022-03-12 09:25:32 main:574] : INFO : Epoch 1710 | loss: 0.0311329 | val_loss: 0.0311574 | Time: 2571.92 ms [2022-03-12 09:25:35 main:574] : INFO : Epoch 1711 | loss: 0.0311345 | val_loss: 0.0311558 | Time: 2572.15 ms [2022-03-12 09:25:37 main:574] : INFO : Epoch 1712 | loss: 0.0311324 | val_loss: 0.0311553 | Time: 2447.97 ms [2022-03-12 09:25:40 main:574] : INFO : Epoch 1713 | loss: 0.0311333 | val_loss: 0.0311532 | Time: 2570.77 ms [2022-03-12 09:25:42 main:574] : INFO : Epoch 1714 | loss: 0.0311332 | val_loss: 0.0311558 | Time: 2355.48 ms [2022-03-12 09:25:45 main:574] : INFO : Epoch 1715 | loss: 0.0311329 | val_loss: 0.0311582 | Time: 2537 ms [2022-03-12 09:25:47 main:574] : INFO : Epoch 1716 | loss: 0.0311314 | val_loss: 0.0311606 | Time: 2349.65 ms [2022-03-12 09:25:50 main:574] : INFO : Epoch 1717 | loss: 0.0311306 | val_loss: 0.0311591 | Time: 2350.97 ms [2022-03-12 09:25:52 main:574] : INFO : Epoch 1718 | loss: 0.03113 | val_loss: 0.0311629 | Time: 2462.09 ms [2022-03-12 09:25:55 main:574] : INFO : Epoch 1719 | loss: 0.0311305 | val_loss: 0.0311574 | Time: 2566.37 ms [2022-03-12 09:25:57 main:574] : INFO : Epoch 1720 | loss: 0.0311312 | val_loss: 0.031158 | Time: 2455.61 ms [2022-03-12 09:26:00 main:574] : INFO : Epoch 1721 | loss: 0.0311355 | val_loss: 0.0311561 | Time: 2567.57 ms [2022-03-12 09:26:03 main:574] : INFO : Epoch 1722 | loss: 0.0311359 | val_loss: 0.0311569 | Time: 2579.41 ms [2022-03-12 09:26:05 main:574] : INFO : Epoch 1723 | loss: 0.0311335 | val_loss: 0.0311569 | Time: 2458.16 ms [2022-03-12 09:26:08 main:574] : INFO : Epoch 1724 | loss: 0.0311323 | val_loss: 0.0311561 | Time: 2572.03 ms [2022-03-12 09:26:10 main:574] : INFO : Epoch 1725 | loss: 0.0311299 | val_loss: 0.0311616 | Time: 2449.92 ms [2022-03-12 09:26:13 main:574] : INFO : Epoch 1726 | loss: 0.0311318 | val_loss: 0.0311599 | Time: 2352.8 ms [2022-03-12 09:26:15 main:574] : INFO : Epoch 1727 | loss: 0.0311308 | val_loss: 0.0311674 | Time: 2508.81 ms [2022-03-12 09:26:18 main:574] : INFO : Epoch 1728 | loss: 0.0311348 | val_loss: 0.0311606 | Time: 2356 ms [2022-03-12 09:26:20 main:574] : INFO : Epoch 1729 | loss: 0.0311326 | val_loss: 0.031156 | Time: 2517.48 ms [2022-03-12 09:26:23 main:574] : INFO : Epoch 1730 | loss: 0.0311313 | val_loss: 0.0311605 | Time: 2581.48 ms [2022-03-12 09:26:26 main:574] : INFO : Epoch 1731 | loss: 0.0311331 | val_loss: 0.0311597 | Time: 2454.04 ms [2022-03-12 09:26:28 main:574] : INFO : Epoch 1732 | loss: 0.0311329 | val_loss: 0.0311647 | Time: 2566.73 ms [2022-03-12 09:26:31 main:574] : INFO : Epoch 1733 | loss: 0.0311334 | val_loss: 0.0311578 | Time: 2354.95 ms [2022-03-12 09:26:33 main:574] : INFO : Epoch 1734 | loss: 0.0311285 | val_loss: 0.031156 | Time: 2539.24 ms [2022-03-12 09:26:36 main:574] : INFO : Epoch 1735 | loss: 0.0311298 | val_loss: 0.0311564 | Time: 2461 ms [2022-03-12 09:26:38 main:574] : INFO : Epoch 1736 | loss: 0.0311299 | val_loss: 0.0311614 | Time: 2557.12 ms [2022-03-12 09:26:41 main:574] : INFO : Epoch 1737 | loss: 0.0311296 | val_loss: 0.0311611 | Time: 2457.5 ms [2022-03-12 09:26:43 main:574] : INFO : Epoch 1738 | loss: 0.0311297 | val_loss: 0.0311608 | Time: 2353.64 ms [2022-03-12 09:26:46 main:574] : INFO : Epoch 1739 | loss: 0.0311296 | val_loss: 0.0311602 | Time: 2525.11 ms [2022-03-12 09:26:49 main:574] : INFO : Epoch 1740 | loss: 0.0311289 | val_loss: 0.0311637 | Time: 2579.93 ms [2022-03-12 09:26:51 main:574] : INFO : Epoch 1741 | loss: 0.0311287 | val_loss: 0.031159 | Time: 2573.19 ms [2022-03-12 09:26:54 main:574] : INFO : Epoch 1742 | loss: 0.0311284 | val_loss: 0.0311576 | Time: 2348.94 ms [2022-03-12 09:26:56 main:574] : INFO : Epoch 1743 | loss: 0.0311309 | val_loss: 0.0311625 | Time: 2351.41 ms [2022-03-12 09:26:59 main:574] : INFO : Epoch 1744 | loss: 0.0311438 | val_loss: 0.0311608 | Time: 2480.51 ms [2022-03-12 09:27:01 main:574] : INFO : Epoch 1745 | loss: 0.0311452 | val_loss: 0.0311635 | Time: 2356.27 ms [2022-03-12 09:27:04 main:574] : INFO : Epoch 1746 | loss: 0.0311408 | val_loss: 0.0311589 | Time: 2504.81 ms [2022-03-12 09:27:06 main:574] : INFO : Epoch 1747 | loss: 0.0311389 | val_loss: 0.0311586 | Time: 2576.43 ms [2022-03-12 09:27:09 main:574] : INFO : Epoch 1748 | loss: 0.0311384 | val_loss: 0.031158 | Time: 2349.48 ms [2022-03-12 09:27:11 main:574] : INFO : Epoch 1749 | loss: 0.0311384 | val_loss: 0.0311592 | Time: 2351.66 ms [2022-03-12 09:27:14 main:574] : INFO : Epoch 1750 | loss: 0.0311386 | val_loss: 0.0311634 | Time: 2472.4 ms [2022-03-12 09:27:16 main:574] : INFO : Epoch 1751 | loss: 0.0311364 | val_loss: 0.031159 | Time: 2576.63 ms [2022-03-12 09:27:19 main:574] : INFO : Epoch 1752 | loss: 0.0311361 | val_loss: 0.0311597 | Time: 2453.28 ms [2022-03-12 09:27:21 main:574] : INFO : Epoch 1753 | loss: 0.0311361 | val_loss: 0.031162 | Time: 2566.94 ms [2022-03-12 09:27:24 main:574] : INFO : Epoch 1754 | loss: 0.0311366 | val_loss: 0.0311613 | Time: 2451.75 ms [2022-03-12 09:27:27 main:574] : INFO : Epoch 1755 | loss: 0.0311347 | val_loss: 0.0311665 | Time: 2569.58 ms [2022-03-12 09:27:29 main:574] : INFO : Epoch 1756 | loss: 0.0311388 | val_loss: 0.0311651 | Time: 2455.01 ms [2022-03-12 09:27:32 main:574] : INFO : Epoch 1757 | loss: 0.0311388 | val_loss: 0.0311668 | Time: 2573.67 ms [2022-03-12 09:27:34 main:574] : INFO : Epoch 1758 | loss: 0.0311365 | val_loss: 0.0311635 | Time: 2447.13 ms [2022-03-12 09:27:37 main:574] : INFO : Epoch 1759 | loss: 0.0311339 | val_loss: 0.0311664 | Time: 2343.86 ms [2022-03-12 09:27:39 main:574] : INFO : Epoch 1760 | loss: 0.0311356 | val_loss: 0.0311623 | Time: 2525.86 ms [2022-03-12 09:27:42 main:574] : INFO : Epoch 1761 | loss: 0.0311384 | val_loss: 0.0311689 | Time: 2570.46 ms [2022-03-12 09:27:45 main:574] : INFO : Epoch 1762 | loss: 0.0311393 | val_loss: 0.0311614 | Time: 2456.46 ms [2022-03-12 09:27:47 main:574] : INFO : Epoch 1763 | loss: 0.0311379 | val_loss: 0.0311623 | Time: 2570.72 ms [2022-03-12 09:27:50 main:574] : INFO : Epoch 1764 | loss: 0.0311372 | val_loss: 0.0311675 | Time: 2352.4 ms [2022-03-12 09:27:52 main:574] : INFO : Epoch 1765 | loss: 0.0311375 | val_loss: 0.0311671 | Time: 2521.26 ms [2022-03-12 09:27:55 main:574] : INFO : Epoch 1766 | loss: 0.0311332 | val_loss: 0.0311612 | Time: 2350.49 ms [2022-03-12 09:27:57 main:574] : INFO : Epoch 1767 | loss: 0.0311311 | val_loss: 0.0311645 | Time: 2514.7 ms [2022-03-12 09:28:00 main:574] : INFO : Epoch 1768 | loss: 0.0311312 | val_loss: 0.0311718 | Time: 2554.7 ms [2022-03-12 09:28:02 main:574] : INFO : Epoch 1769 | loss: 0.0311291 | val_loss: 0.0311658 | Time: 2457.38 ms [2022-03-12 09:28:05 main:574] : INFO : Epoch 1770 | loss: 0.031127 | val_loss: 0.0311655 | Time: 2570.24 ms [2022-03-12 09:28:08 main:574] : INFO : Epoch 1771 | loss: 0.0311309 | val_loss: 0.0311664 | Time: 2454.59 ms [2022-03-12 09:28:10 main:574] : INFO : Epoch 1772 | loss: 0.0311294 | val_loss: 0.0311617 | Time: 2565.67 ms [2022-03-12 09:28:13 main:574] : INFO : Epoch 1773 | loss: 0.0311276 | val_loss: 0.0311637 | Time: 2353.4 ms [2022-03-12 09:28:15 main:574] : INFO : Epoch 1774 | loss: 0.0311283 | val_loss: 0.031164 | Time: 2517.83 ms [2022-03-12 09:28:18 main:574] : INFO : Epoch 1775 | loss: 0.0311294 | val_loss: 0.0311624 | Time: 2453.2 ms [2022-03-12 09:28:20 main:574] : INFO : Epoch 1776 | loss: 0.0311301 | val_loss: 0.0311608 | Time: 2556.8 ms [2022-03-12 09:28:23 main:574] : INFO : Epoch 1777 | loss: 0.0311281 | val_loss: 0.0311599 | Time: 2451.57 ms [2022-03-12 09:28:26 main:574] : INFO : Epoch 1778 | loss: 0.0311274 | val_loss: 0.0311599 | Time: 2559.75 ms [2022-03-12 09:28:28 main:574] : INFO : Epoch 1779 | loss: 0.0311275 | val_loss: 0.031163 | Time: 2454.65 ms [2022-03-12 09:28:30 main:574] : INFO : Epoch 1780 | loss: 0.0311298 | val_loss: 0.0311648 | Time: 2352.91 ms [2022-03-12 09:28:33 main:574] : INFO : Epoch 1781 | loss: 0.0311332 | val_loss: 0.0311598 | Time: 2349.71 ms [2022-03-12 09:28:35 main:574] : INFO : Epoch 1782 | loss: 0.0311313 | val_loss: 0.0311669 | Time: 2463.29 ms [2022-03-12 09:28:38 main:574] : INFO : Epoch 1783 | loss: 0.0311323 | val_loss: 0.0311606 | Time: 2571.37 ms [2022-03-12 09:28:41 main:574] : INFO : Epoch 1784 | loss: 0.0311327 | val_loss: 0.0311607 | Time: 2559.14 ms [2022-03-12 09:28:43 main:574] : INFO : Epoch 1785 | loss: 0.0311308 | val_loss: 0.031162 | Time: 2464.35 ms [2022-03-12 09:28:46 main:574] : INFO : Epoch 1786 | loss: 0.0311299 | val_loss: 0.0311628 | Time: 2570.53 ms [2022-03-12 09:28:48 main:574] : INFO : Epoch 1787 | loss: 0.0311314 | val_loss: 0.0311659 | Time: 2449.95 ms [2022-03-12 09:28:51 main:574] : INFO : Epoch 1788 | loss: 0.0311342 | val_loss: 0.0311615 | Time: 2563.96 ms [2022-03-12 09:28:54 main:574] : INFO : Epoch 1789 | loss: 0.031134 | val_loss: 0.0311616 | Time: 2452.18 ms [2022-03-12 09:28:56 main:574] : INFO : Epoch 1790 | loss: 0.0311321 | val_loss: 0.0311596 | Time: 2565.74 ms [2022-03-12 09:28:59 main:574] : INFO : Epoch 1791 | loss: 0.0311331 | val_loss: 0.0311635 | Time: 2459.54 ms [2022-03-12 09:29:01 main:574] : INFO : Epoch 1792 | loss: 0.0311331 | val_loss: 0.031166 | Time: 2355.22 ms [2022-03-12 09:29:04 main:574] : INFO : Epoch 1793 | loss: 0.0311361 | val_loss: 0.0311633 | Time: 2510.26 ms [2022-03-12 09:29:06 main:574] : INFO : Epoch 1794 | loss: 0.0311312 | val_loss: 0.0311579 | Time: 2352.77 ms [2022-03-12 09:29:09 main:574] : INFO : Epoch 1795 | loss: 0.0311302 | val_loss: 0.0311605 | Time: 2523.33 ms [2022-03-12 09:29:11 main:574] : INFO : Epoch 1796 | loss: 0.0311324 | val_loss: 0.0311633 | Time: 2350.36 ms [2022-03-12 09:29:14 main:574] : INFO : Epoch 1797 | loss: 0.0311317 | val_loss: 0.0311599 | Time: 2533.18 ms [2022-03-12 09:29:16 main:574] : INFO : Epoch 1798 | loss: 0.0311308 | val_loss: 0.0311613 | Time: 2453.38 ms [2022-03-12 09:29:19 main:574] : INFO : Epoch 1799 | loss: 0.0311335 | val_loss: 0.0311638 | Time: 2561.51 ms [2022-03-12 09:29:22 main:574] : INFO : Epoch 1800 | loss: 0.0311435 | val_loss: 0.0311643 | Time: 2459.64 ms [2022-03-12 09:29:24 main:574] : INFO : Epoch 1801 | loss: 0.0311396 | val_loss: 0.0311623 | Time: 2564.43 ms [2022-03-12 09:29:27 main:574] : INFO : Epoch 1802 | loss: 0.0311373 | val_loss: 0.0311654 | Time: 2453.16 ms [2022-03-12 09:29:29 main:574] : INFO : Epoch 1803 | loss: 0.0311353 | val_loss: 0.0311614 | Time: 2569.65 ms [2022-03-12 09:29:32 main:574] : INFO : Epoch 1804 | loss: 0.0311318 | val_loss: 0.0311607 | Time: 2457.57 ms [2022-03-12 09:29:35 main:574] : INFO : Epoch 1805 | loss: 0.031131 | val_loss: 0.0311582 | Time: 2565.02 ms [2022-03-12 09:29:37 main:574] : INFO : Epoch 1806 | loss: 0.0311315 | val_loss: 0.0311642 | Time: 2458.76 ms [2022-03-12 09:29:39 main:574] : INFO : Epoch 1807 | loss: 0.0311322 | val_loss: 0.0311599 | Time: 2348.22 ms [2022-03-12 09:29:42 main:574] : INFO : Epoch 1808 | loss: 0.0311321 | val_loss: 0.0311581 | Time: 2496.87 ms [2022-03-12 09:29:45 main:574] : INFO : Epoch 1809 | loss: 0.0311338 | val_loss: 0.0311573 | Time: 2451.85 ms [2022-03-12 09:29:47 main:574] : INFO : Epoch 1810 | loss: 0.0311335 | val_loss: 0.0311601 | Time: 2562.04 ms [2022-03-12 09:29:50 main:574] : INFO : Epoch 1811 | loss: 0.0311316 | val_loss: 0.0311636 | Time: 2454.75 ms [2022-03-12 09:29:52 main:574] : INFO : Epoch 1812 | loss: 0.0311342 | val_loss: 0.0311636 | Time: 2353.65 ms [2022-03-12 09:29:55 main:574] : INFO : Epoch 1813 | loss: 0.0311478 | val_loss: 0.0311646 | Time: 2323.95 ms [2022-03-12 09:29:57 main:574] : INFO : Epoch 1814 | loss: 0.0311443 | val_loss: 0.0311599 | Time: 2474.21 ms [2022-03-12 09:30:00 main:574] : INFO : Epoch 1815 | loss: 0.0311423 | val_loss: 0.0311581 | Time: 2574.91 ms [2022-03-12 09:30:02 main:574] : INFO : Epoch 1816 | loss: 0.0311411 | val_loss: 0.0311585 | Time: 2455.34 ms [2022-03-12 09:30:05 main:574] : INFO : Epoch 1817 | loss: 0.0311385 | val_loss: 0.0311592 | Time: 2564.2 ms [2022-03-12 09:30:07 main:574] : INFO : Epoch 1818 | loss: 0.0311368 | val_loss: 0.0311595 | Time: 2453.99 ms [2022-03-12 09:30:10 main:574] : INFO : Epoch 1819 | loss: 0.031135 | val_loss: 0.0311587 | Time: 2349.12 ms [2022-03-12 09:30:12 main:574] : INFO : Epoch 1820 | loss: 0.031134 | val_loss: 0.0311583 | Time: 2525.28 ms [2022-03-12 09:30:15 main:574] : INFO : Epoch 1821 | loss: 0.0311331 | val_loss: 0.0311597 | Time: 2350.72 ms [2022-03-12 09:30:17 main:574] : INFO : Epoch 1822 | loss: 0.0311351 | val_loss: 0.0311603 | Time: 2354.23 ms [2022-03-12 09:30:20 main:574] : INFO : Epoch 1823 | loss: 0.0311354 | val_loss: 0.0311579 | Time: 2455.2 ms [2022-03-12 09:30:22 main:574] : INFO : Epoch 1824 | loss: 0.0311362 | val_loss: 0.0311602 | Time: 2568.54 ms [2022-03-12 09:30:25 main:574] : INFO : Epoch 1825 | loss: 0.0311334 | val_loss: 0.0311567 | Time: 2351.82 ms [2022-03-12 09:30:27 main:574] : INFO : Epoch 1826 | loss: 0.0311316 | val_loss: 0.0311613 | Time: 2533.71 ms [2022-03-12 09:30:30 main:574] : INFO : Epoch 1827 | loss: 0.03113 | val_loss: 0.0311588 | Time: 2453.11 ms [2022-03-12 09:30:33 main:574] : INFO : Epoch 1828 | loss: 0.0311287 | val_loss: 0.0311589 | Time: 2566.99 ms [2022-03-12 09:30:35 main:574] : INFO : Epoch 1829 | loss: 0.0311302 | val_loss: 0.0311643 | Time: 2455.12 ms [2022-03-12 09:30:38 main:574] : INFO : Epoch 1830 | loss: 0.031133 | val_loss: 0.0311791 | Time: 2570.23 ms [2022-03-12 09:30:40 main:574] : INFO : Epoch 1831 | loss: 0.0311392 | val_loss: 0.0311716 | Time: 2451.23 ms [2022-03-12 09:30:43 main:574] : INFO : Epoch 1832 | loss: 0.0311329 | val_loss: 0.0311582 | Time: 2567.55 ms [2022-03-12 09:30:46 main:574] : INFO : Epoch 1833 | loss: 0.0311296 | val_loss: 0.0311571 | Time: 2578.48 ms [2022-03-12 09:30:48 main:574] : INFO : Epoch 1834 | loss: 0.0311294 | val_loss: 0.031163 | Time: 2583.94 ms [2022-03-12 09:30:51 main:574] : INFO : Epoch 1835 | loss: 0.0311285 | val_loss: 0.0311577 | Time: 2451.14 ms [2022-03-12 09:30:54 main:574] : INFO : Epoch 1836 | loss: 0.0311278 | val_loss: 0.0311568 | Time: 2562.19 ms [2022-03-12 09:30:56 main:574] : INFO : Epoch 1837 | loss: 0.0311296 | val_loss: 0.031156 | Time: 2449.86 ms [2022-03-12 09:30:58 main:574] : INFO : Epoch 1838 | loss: 0.0311282 | val_loss: 0.0311595 | Time: 2351.38 ms [2022-03-12 09:31:01 main:574] : INFO : Epoch 1839 | loss: 0.0311283 | val_loss: 0.0311582 | Time: 2503.22 ms [2022-03-12 09:31:04 main:574] : INFO : Epoch 1840 | loss: 0.0311286 | val_loss: 0.0311574 | Time: 2450.12 ms [2022-03-12 09:31:06 main:574] : INFO : Epoch 1841 | loss: 0.0311285 | val_loss: 0.0311624 | Time: 2575.9 ms [2022-03-12 09:31:09 main:574] : INFO : Epoch 1842 | loss: 0.0311267 | val_loss: 0.0311618 | Time: 2350.1 ms [2022-03-12 09:31:11 main:574] : INFO : Epoch 1843 | loss: 0.0311259 | val_loss: 0.031161 | Time: 2532.05 ms [2022-03-12 09:31:14 main:574] : INFO : Epoch 1844 | loss: 0.0311248 | val_loss: 0.0311615 | Time: 2355.65 ms [2022-03-12 09:31:16 main:574] : INFO : Epoch 1845 | loss: 0.0311241 | val_loss: 0.0311617 | Time: 2529.97 ms [2022-03-12 09:31:19 main:574] : INFO : Epoch 1846 | loss: 0.0311237 | val_loss: 0.0311622 | Time: 2450.95 ms [2022-03-12 09:31:21 main:574] : INFO : Epoch 1847 | loss: 0.0311271 | val_loss: 0.0311584 | Time: 2357.1 ms [2022-03-12 09:31:24 main:574] : INFO : Epoch 1848 | loss: 0.0311268 | val_loss: 0.0311597 | Time: 2502.52 ms [2022-03-12 09:31:26 main:574] : INFO : Epoch 1849 | loss: 0.0311246 | val_loss: 0.0311568 | Time: 2577.9 ms [2022-03-12 09:31:29 main:574] : INFO : Epoch 1850 | loss: 0.0311277 | val_loss: 0.0311588 | Time: 2457.17 ms [2022-03-12 09:31:32 main:574] : INFO : Epoch 1851 | loss: 0.0311263 | val_loss: 0.0311581 | Time: 2568.82 ms [2022-03-12 09:31:34 main:574] : INFO : Epoch 1852 | loss: 0.0311251 | val_loss: 0.0311638 | Time: 2450.52 ms [2022-03-12 09:31:37 main:574] : INFO : Epoch 1853 | loss: 0.0311292 | val_loss: 0.0311633 | Time: 2556.78 ms [2022-03-12 09:31:39 main:574] : INFO : Epoch 1854 | loss: 0.0311238 | val_loss: 0.0311594 | Time: 2461.02 ms [2022-03-12 09:31:42 main:574] : INFO : Epoch 1855 | loss: 0.0311218 | val_loss: 0.0311611 | Time: 2562.68 ms [2022-03-12 09:31:44 main:574] : INFO : Epoch 1856 | loss: 0.0311217 | val_loss: 0.0311594 | Time: 2356.63 ms [2022-03-12 09:31:47 main:574] : INFO : Epoch 1857 | loss: 0.0311217 | val_loss: 0.0311632 | Time: 2347.6 ms [2022-03-12 09:31:49 main:574] : INFO : Epoch 1858 | loss: 0.0311219 | val_loss: 0.03116 | Time: 2474.39 ms [2022-03-12 09:31:52 main:574] : INFO : Epoch 1859 | loss: 0.0311241 | val_loss: 0.0311588 | Time: 2571.03 ms [2022-03-12 09:31:55 main:574] : INFO : Epoch 1860 | loss: 0.0311246 | val_loss: 0.0311632 | Time: 2456.68 ms [2022-03-12 09:31:57 main:574] : INFO : Epoch 1861 | loss: 0.031125 | val_loss: 0.031156 | Time: 2353.45 ms [2022-03-12 09:32:00 main:574] : INFO : Epoch 1862 | loss: 0.0311239 | val_loss: 0.0311599 | Time: 2480.7 ms [2022-03-12 09:32:02 main:574] : INFO : Epoch 1863 | loss: 0.0311235 | val_loss: 0.0311609 | Time: 2573.4 ms [2022-03-12 09:32:05 main:574] : INFO : Epoch 1864 | loss: 0.0311232 | val_loss: 0.0311628 | Time: 2454.66 ms [2022-03-12 09:32:07 main:574] : INFO : Epoch 1865 | loss: 0.0311242 | val_loss: 0.0311573 | Time: 2572.3 ms [2022-03-12 09:32:10 main:574] : INFO : Epoch 1866 | loss: 0.0311265 | val_loss: 0.0311591 | Time: 2454.01 ms [2022-03-12 09:32:13 main:574] : INFO : Epoch 1867 | loss: 0.0311331 | val_loss: 0.0311645 | Time: 2565.68 ms [2022-03-12 09:32:15 main:574] : INFO : Epoch 1868 | loss: 0.0311318 | val_loss: 0.031168 | Time: 2460.01 ms [2022-03-12 09:32:18 main:574] : INFO : Epoch 1869 | loss: 0.031125 | val_loss: 0.0311605 | Time: 2567.67 ms [2022-03-12 09:32:20 main:574] : INFO : Epoch 1870 | loss: 0.0311205 | val_loss: 0.0311594 | Time: 2352.06 ms [2022-03-12 09:32:23 main:574] : INFO : Epoch 1871 | loss: 0.0311195 | val_loss: 0.0311635 | Time: 2546.58 ms [2022-03-12 09:32:25 main:574] : INFO : Epoch 1872 | loss: 0.0311225 | val_loss: 0.0311624 | Time: 2346.16 ms [2022-03-12 09:32:28 main:574] : INFO : Epoch 1873 | loss: 0.0311213 | val_loss: 0.0311635 | Time: 2541.11 ms [2022-03-12 09:32:30 main:574] : INFO : Epoch 1874 | loss: 0.0311227 | val_loss: 0.0311619 | Time: 2356.44 ms [2022-03-12 09:32:33 main:574] : INFO : Epoch 1875 | loss: 0.0311213 | val_loss: 0.0311605 | Time: 2525.55 ms [2022-03-12 09:32:35 main:574] : INFO : Epoch 1876 | loss: 0.0311228 | val_loss: 0.0311565 | Time: 2582.3 ms [2022-03-12 09:32:38 main:574] : INFO : Epoch 1877 | loss: 0.0311222 | val_loss: 0.0311616 | Time: 2461.64 ms [2022-03-12 09:32:41 main:574] : INFO : Epoch 1878 | loss: 0.0311211 | val_loss: 0.0311618 | Time: 2563.86 ms [2022-03-12 09:32:43 main:574] : INFO : Epoch 1879 | loss: 0.0311201 | val_loss: 0.0311633 | Time: 2459.77 ms [2022-03-12 09:32:46 main:574] : INFO : Epoch 1880 | loss: 0.0311203 | val_loss: 0.0311608 | Time: 2561.82 ms [2022-03-12 09:32:48 main:574] : INFO : Epoch 1881 | loss: 0.0311216 | val_loss: 0.0311621 | Time: 2452.27 ms [2022-03-12 09:32:51 main:574] : INFO : Epoch 1882 | loss: 0.0311233 | val_loss: 0.0311597 | Time: 2553.92 ms [2022-03-12 09:32:53 main:574] : INFO : Epoch 1883 | loss: 0.0311227 | val_loss: 0.0311671 | Time: 2355.46 ms [2022-03-12 09:32:56 main:574] : INFO : Epoch 1884 | loss: 0.0311252 | val_loss: 0.0311575 | Time: 2519.88 ms [2022-03-12 09:32:58 main:574] : INFO : Epoch 1885 | loss: 0.0311299 | val_loss: 0.0311597 | Time: 2453.14 ms [2022-03-12 09:33:01 main:574] : INFO : Epoch 1886 | loss: 0.0311252 | val_loss: 0.0311592 | Time: 2564.2 ms [2022-03-12 09:33:04 main:574] : INFO : Epoch 1887 | loss: 0.0311245 | val_loss: 0.0311619 | Time: 2454.74 ms [2022-03-12 09:33:06 main:574] : INFO : Epoch 1888 | loss: 0.0311286 | val_loss: 0.0311582 | Time: 2554.54 ms [2022-03-12 09:33:09 main:574] : INFO : Epoch 1889 | loss: 0.0311327 | val_loss: 0.0311619 | Time: 2350.31 ms [2022-03-12 09:33:11 main:574] : INFO : Epoch 1890 | loss: 0.0311289 | val_loss: 0.0311557 | Time: 2353.05 ms [2022-03-12 09:33:14 main:574] : INFO : Epoch 1891 | loss: 0.0311271 | val_loss: 0.0311576 | Time: 2460.65 ms [2022-03-12 09:33:16 main:574] : INFO : Epoch 1892 | loss: 0.031125 | val_loss: 0.0311588 | Time: 2569.08 ms [2022-03-12 09:33:19 main:574] : INFO : Epoch 1893 | loss: 0.0311236 | val_loss: 0.0311589 | Time: 2451.63 ms [2022-03-12 09:33:21 main:574] : INFO : Epoch 1894 | loss: 0.0311233 | val_loss: 0.0311562 | Time: 2563.25 ms [2022-03-12 09:33:24 main:574] : INFO : Epoch 1895 | loss: 0.0311234 | val_loss: 0.0311595 | Time: 2567.74 ms [2022-03-12 09:33:27 main:574] : INFO : Epoch 1896 | loss: 0.0311233 | val_loss: 0.0311601 | Time: 2351.18 ms [2022-03-12 09:33:29 main:574] : INFO : Epoch 1897 | loss: 0.0311249 | val_loss: 0.0311614 | Time: 2346.4 ms [2022-03-12 09:33:32 main:574] : INFO : Epoch 1898 | loss: 0.0311228 | val_loss: 0.0311576 | Time: 2504.49 ms [2022-03-12 09:33:34 main:574] : INFO : Epoch 1899 | loss: 0.0311211 | val_loss: 0.0311616 | Time: 2570.76 ms [2022-03-12 09:33:37 main:574] : INFO : Epoch 1900 | loss: 0.0311242 | val_loss: 0.0311574 | Time: 2350.43 ms [2022-03-12 09:33:39 main:574] : INFO : Epoch 1901 | loss: 0.0311265 | val_loss: 0.0311604 | Time: 2547.26 ms [2022-03-12 09:33:42 main:574] : INFO : Epoch 1902 | loss: 0.0311311 | val_loss: 0.0311529 | Time: 2351.34 ms [2022-03-12 09:33:44 main:574] : INFO : Epoch 1903 | loss: 0.0311309 | val_loss: 0.0311521 | Time: 2539.53 ms [2022-03-12 09:33:47 main:574] : INFO : Epoch 1904 | loss: 0.0311307 | val_loss: 0.0311575 | Time: 2351.68 ms [2022-03-12 09:33:49 main:574] : INFO : Epoch 1905 | loss: 0.0311371 | val_loss: 0.0311554 | Time: 2352.36 ms [2022-03-12 09:33:52 main:574] : INFO : Epoch 1906 | loss: 0.0311375 | val_loss: 0.0311557 | Time: 2479.17 ms [2022-03-12 09:33:54 main:574] : INFO : Epoch 1907 | loss: 0.0311365 | val_loss: 0.0311536 | Time: 2572.86 ms [2022-03-12 09:33:57 main:574] : INFO : Epoch 1908 | loss: 0.0311364 | val_loss: 0.0311545 | Time: 2355.29 ms [2022-03-12 09:33:59 main:574] : INFO : Epoch 1909 | loss: 0.031133 | val_loss: 0.0311527 | Time: 2545.78 ms [2022-03-12 09:34:02 main:574] : INFO : Epoch 1910 | loss: 0.0311303 | val_loss: 0.0311544 | Time: 2350.01 ms [2022-03-12 09:34:04 main:574] : INFO : Epoch 1911 | loss: 0.0311299 | val_loss: 0.0311586 | Time: 2353.69 ms [2022-03-12 09:34:07 main:574] : INFO : Epoch 1912 | loss: 0.0311301 | val_loss: 0.0311527 | Time: 2472.1 ms [2022-03-12 09:34:09 main:574] : INFO : Epoch 1913 | loss: 0.0311275 | val_loss: 0.0311582 | Time: 2574.42 ms [2022-03-12 09:34:12 main:574] : INFO : Epoch 1914 | loss: 0.0311298 | val_loss: 0.0311628 | Time: 2356.49 ms [2022-03-12 09:34:14 main:574] : INFO : Epoch 1915 | loss: 0.0311364 | val_loss: 0.0311595 | Time: 2490.23 ms [2022-03-12 09:34:17 main:574] : INFO : Epoch 1916 | loss: 0.0311352 | val_loss: 0.0311566 | Time: 2449.55 ms [2022-03-12 09:34:19 main:574] : INFO : Epoch 1917 | loss: 0.031134 | val_loss: 0.0311586 | Time: 2351.91 ms [2022-03-12 09:34:22 main:574] : INFO : Epoch 1918 | loss: 0.0311312 | val_loss: 0.0311563 | Time: 2496.59 ms [2022-03-12 09:34:24 main:574] : INFO : Epoch 1919 | loss: 0.0311306 | val_loss: 0.0311556 | Time: 2464.24 ms [2022-03-12 09:34:27 main:574] : INFO : Epoch 1920 | loss: 0.0311289 | val_loss: 0.0311527 | Time: 2579.21 ms [2022-03-12 09:34:29 main:574] : INFO : Epoch 1921 | loss: 0.0311264 | val_loss: 0.0311547 | Time: 2454.59 ms [2022-03-12 09:34:32 main:574] : INFO : Epoch 1922 | loss: 0.0311252 | val_loss: 0.0311523 | Time: 2545.97 ms [2022-03-12 09:34:35 main:574] : INFO : Epoch 1923 | loss: 0.0311259 | val_loss: 0.0311534 | Time: 2581.57 ms [2022-03-12 09:34:37 main:574] : INFO : Epoch 1924 | loss: 0.031123 | val_loss: 0.0311553 | Time: 2349.78 ms [2022-03-12 09:34:40 main:574] : INFO : Epoch 1925 | loss: 0.0311247 | val_loss: 0.031154 | Time: 2343.16 ms [2022-03-12 09:34:42 main:574] : INFO : Epoch 1926 | loss: 0.0311232 | val_loss: 0.0311535 | Time: 2477.14 ms [2022-03-12 09:34:45 main:574] : INFO : Epoch 1927 | loss: 0.0311241 | val_loss: 0.0311527 | Time: 2576.16 ms [2022-03-12 09:34:47 main:574] : INFO : Epoch 1928 | loss: 0.0311225 | val_loss: 0.031155 | Time: 2348.57 ms [2022-03-12 09:34:50 main:574] : INFO : Epoch 1929 | loss: 0.0311201 | val_loss: 0.0311559 | Time: 2539.14 ms [2022-03-12 09:34:52 main:574] : INFO : Epoch 1930 | loss: 0.0311204 | val_loss: 0.0311568 | Time: 2457.3 ms [2022-03-12 09:34:55 main:574] : INFO : Epoch 1931 | loss: 0.0311208 | val_loss: 0.0311536 | Time: 2565.99 ms [2022-03-12 09:34:57 main:574] : INFO : Epoch 1932 | loss: 0.0311204 | val_loss: 0.0311545 | Time: 2348.91 ms [2022-03-12 09:35:00 main:574] : INFO : Epoch 1933 | loss: 0.0311231 | val_loss: 0.031155 | Time: 2526.07 ms [2022-03-12 09:35:03 main:574] : INFO : Epoch 1934 | loss: 0.0311236 | val_loss: 0.0311537 | Time: 2578.83 ms [2022-03-12 09:35:05 main:574] : INFO : Epoch 1935 | loss: 0.0311227 | val_loss: 0.0311549 | Time: 2352.92 ms [2022-03-12 09:35:08 main:574] : INFO : Epoch 1936 | loss: 0.0311238 | val_loss: 0.0311537 | Time: 2537.35 ms [2022-03-12 09:35:10 main:574] : INFO : Epoch 1937 | loss: 0.0311208 | val_loss: 0.0311545 | Time: 2457.72 ms [2022-03-12 09:35:13 main:574] : INFO : Epoch 1938 | loss: 0.0311204 | val_loss: 0.0311572 | Time: 2568.81 ms [2022-03-12 09:35:15 main:574] : INFO : Epoch 1939 | loss: 0.0311215 | val_loss: 0.0311558 | Time: 2457.78 ms [2022-03-12 09:35:18 main:574] : INFO : Epoch 1940 | loss: 0.0311199 | val_loss: 0.0311584 | Time: 2350.19 ms [2022-03-12 09:35:20 main:574] : INFO : Epoch 1941 | loss: 0.0311193 | val_loss: 0.0311597 | Time: 2502.31 ms [2022-03-12 09:35:23 main:574] : INFO : Epoch 1942 | loss: 0.0311193 | val_loss: 0.0311579 | Time: 2453.3 ms [2022-03-12 09:35:26 main:574] : INFO : Epoch 1943 | loss: 0.0311193 | val_loss: 0.0311578 | Time: 2571.69 ms [2022-03-12 09:35:28 main:574] : INFO : Epoch 1944 | loss: 0.0311181 | val_loss: 0.0311597 | Time: 2463.16 ms [2022-03-12 09:35:31 main:574] : INFO : Epoch 1945 | loss: 0.0311192 | val_loss: 0.0311616 | Time: 2567.89 ms [2022-03-12 09:35:33 main:574] : INFO : Epoch 1946 | loss: 0.0311189 | val_loss: 0.0311561 | Time: 2461.45 ms [2022-03-12 09:35:36 main:574] : INFO : Epoch 1947 | loss: 0.031122 | val_loss: 0.0311579 | Time: 2351.44 ms [2022-03-12 09:35:38 main:574] : INFO : Epoch 1948 | loss: 0.0311235 | val_loss: 0.0311596 | Time: 2508.04 ms [2022-03-12 09:35:41 main:574] : INFO : Epoch 1949 | loss: 0.0311254 | val_loss: 0.0311579 | Time: 2584.44 ms [2022-03-12 09:35:43 main:574] : INFO : Epoch 1950 | loss: 0.0311244 | val_loss: 0.0311601 | Time: 2354.41 ms [2022-03-12 09:35:46 main:574] : INFO : Epoch 1951 | loss: 0.0311288 | val_loss: 0.0311612 | Time: 2520.09 ms [2022-03-12 09:35:49 main:574] : INFO : Epoch 1952 | loss: 0.031128 | val_loss: 0.0311607 | Time: 2585.98 ms [2022-03-12 09:35:51 main:574] : INFO : Epoch 1953 | loss: 0.0311247 | val_loss: 0.031161 | Time: 2459.31 ms [2022-03-12 09:35:54 main:574] : INFO : Epoch 1954 | loss: 0.0311262 | val_loss: 0.0311538 | Time: 2557.43 ms [2022-03-12 09:35:56 main:574] : INFO : Epoch 1955 | loss: 0.0311282 | val_loss: 0.0311563 | Time: 2446.12 ms [2022-03-12 09:35:59 main:574] : INFO : Epoch 1956 | loss: 0.0311257 | val_loss: 0.0311554 | Time: 2356.67 ms [2022-03-12 09:36:01 main:574] : INFO : Epoch 1957 | loss: 0.0311234 | val_loss: 0.0311577 | Time: 2509.4 ms [2022-03-12 09:36:04 main:574] : INFO : Epoch 1958 | loss: 0.0311233 | val_loss: 0.0311567 | Time: 2450.92 ms [2022-03-12 09:36:06 main:574] : INFO : Epoch 1959 | loss: 0.0311222 | val_loss: 0.0311566 | Time: 2355.14 ms [2022-03-12 09:36:09 main:574] : INFO : Epoch 1960 | loss: 0.0311221 | val_loss: 0.0311559 | Time: 2497.43 ms [2022-03-12 09:36:12 main:574] : INFO : Epoch 1961 | loss: 0.0311213 | val_loss: 0.0311588 | Time: 2578.21 ms [2022-03-12 09:36:14 main:574] : INFO : Epoch 1962 | loss: 0.0311223 | val_loss: 0.0311578 | Time: 2452.46 ms [2022-03-12 09:36:17 main:574] : INFO : Epoch 1963 | loss: 0.0311218 | val_loss: 0.0311594 | Time: 2566.23 ms [2022-03-12 09:36:19 main:574] : INFO : Epoch 1964 | loss: 0.0311188 | val_loss: 0.0311568 | Time: 2452.28 ms [2022-03-12 09:36:22 main:574] : INFO : Epoch 1965 | loss: 0.0311201 | val_loss: 0.0311628 | Time: 2356.73 ms [2022-03-12 09:36:24 main:574] : INFO : Epoch 1966 | loss: 0.0311179 | val_loss: 0.0311616 | Time: 2484.49 ms [2022-03-12 09:36:27 main:574] : INFO : Epoch 1967 | loss: 0.0311195 | val_loss: 0.0311573 | Time: 2354.29 ms [2022-03-12 09:36:29 main:574] : INFO : Epoch 1968 | loss: 0.0311188 | val_loss: 0.0311574 | Time: 2523.72 ms [2022-03-12 09:36:32 main:574] : INFO : Epoch 1969 | loss: 0.0311201 | val_loss: 0.0311575 | Time: 2452.66 ms [2022-03-12 09:36:34 main:574] : INFO : Epoch 1970 | loss: 0.0311187 | val_loss: 0.0311573 | Time: 2567.58 ms [2022-03-12 09:36:37 main:574] : INFO : Epoch 1971 | loss: 0.031121 | val_loss: 0.0311574 | Time: 2449.51 ms [2022-03-12 09:36:40 main:574] : INFO : Epoch 1972 | loss: 0.0311194 | val_loss: 0.0311582 | Time: 2557.57 ms [2022-03-12 09:36:42 main:574] : INFO : Epoch 1973 | loss: 0.031119 | val_loss: 0.0311613 | Time: 2350.26 ms [2022-03-12 09:36:44 main:574] : INFO : Epoch 1974 | loss: 0.0311229 | val_loss: 0.031163 | Time: 2349.55 ms [2022-03-12 09:36:47 main:574] : INFO : Epoch 1975 | loss: 0.031121 | val_loss: 0.0311626 | Time: 2349.19 ms [2022-03-12 09:36:49 main:574] : INFO : Epoch 1976 | loss: 0.0311199 | val_loss: 0.0311654 | Time: 2356.55 ms [2022-03-12 09:36:52 main:574] : INFO : Epoch 1977 | loss: 0.0311202 | val_loss: 0.0311641 | Time: 2355.23 ms [2022-03-12 09:36:54 main:574] : INFO : Epoch 1978 | loss: 0.0311229 | val_loss: 0.0311656 | Time: 2349.09 ms [2022-03-12 09:36:57 main:574] : INFO : Epoch 1979 | loss: 0.0311209 | val_loss: 0.0311663 | Time: 2500.76 ms [2022-03-12 09:36:59 main:574] : INFO : Epoch 1980 | loss: 0.0311179 | val_loss: 0.0311561 | Time: 2354.46 ms [2022-03-12 09:37:01 main:574] : INFO : Epoch 1981 | loss: 0.0311186 | val_loss: 0.0311613 | Time: 2352.55 ms [2022-03-12 09:37:04 main:574] : INFO : Epoch 1982 | loss: 0.0311185 | val_loss: 0.031159 | Time: 2583.7 ms [2022-03-12 09:37:07 main:574] : INFO : Epoch 1983 | loss: 0.0311178 | val_loss: 0.0311607 | Time: 2454.91 ms [2022-03-12 09:37:09 main:574] : INFO : Epoch 1984 | loss: 0.0311191 | val_loss: 0.0311606 | Time: 2570.43 ms [2022-03-12 09:37:12 main:574] : INFO : Epoch 1985 | loss: 0.031119 | val_loss: 0.031167 | Time: 2453.26 ms [2022-03-12 09:37:14 main:574] : INFO : Epoch 1986 | loss: 0.0311167 | val_loss: 0.0311643 | Time: 2569.45 ms [2022-03-12 09:37:17 main:574] : INFO : Epoch 1987 | loss: 0.0311183 | val_loss: 0.0311666 | Time: 2453.12 ms [2022-03-12 09:37:20 main:574] : INFO : Epoch 1988 | loss: 0.0311194 | val_loss: 0.0311649 | Time: 2572.58 ms [2022-03-12 09:37:22 main:574] : INFO : Epoch 1989 | loss: 0.0311219 | val_loss: 0.0311623 | Time: 2453.62 ms [2022-03-12 09:37:25 main:574] : INFO : Epoch 1990 | loss: 0.031122 | val_loss: 0.0311602 | Time: 2562.35 ms [2022-03-12 09:37:27 main:574] : INFO : Epoch 1991 | loss: 0.0311207 | val_loss: 0.0311617 | Time: 2350.45 ms [2022-03-12 09:37:30 main:574] : INFO : Epoch 1992 | loss: 0.0311232 | val_loss: 0.0311611 | Time: 2353.67 ms [2022-03-12 09:37:32 main:574] : INFO : Epoch 1993 | loss: 0.0311238 | val_loss: 0.031162 | Time: 2353.35 ms [2022-03-12 09:37:35 main:574] : INFO : Epoch 1994 | loss: 0.031122 | val_loss: 0.0311607 | Time: 2561.89 ms [2022-03-12 09:37:37 main:574] : INFO : Epoch 1995 | loss: 0.0311208 | val_loss: 0.0311623 | Time: 2454.49 ms [2022-03-12 09:37:40 main:574] : INFO : Epoch 1996 | loss: 0.0311185 | val_loss: 0.0311594 | Time: 2576.94 ms [2022-03-12 09:37:42 main:574] : INFO : Epoch 1997 | loss: 0.0311207 | val_loss: 0.0311689 | Time: 2451.35 ms [2022-03-12 09:37:45 main:574] : INFO : Epoch 1998 | loss: 0.0311331 | val_loss: 0.031173 | Time: 2566.78 ms [2022-03-12 09:37:48 main:574] : INFO : Epoch 1999 | loss: 0.0311356 | val_loss: 0.0311799 | Time: 2567.61 ms [2022-03-12 09:37:50 main:574] : INFO : Epoch 2000 | loss: 0.0316592 | val_loss: 0.0331945 | Time: 2450.85 ms [2022-03-12 09:37:53 main:574] : INFO : Epoch 2001 | loss: 0.0333025 | val_loss: 0.0314453 | Time: 2563.79 ms [2022-03-12 09:37:55 main:574] : INFO : Epoch 2002 | loss: 0.031432 | val_loss: 0.0313101 | Time: 2453.84 ms [2022-03-12 09:37:58 main:574] : INFO : Epoch 2003 | loss: 0.0312887 | val_loss: 0.0312695 | Time: 2355.36 ms [2022-03-12 09:38:00 main:574] : INFO : Epoch 2004 | loss: 0.0312587 | val_loss: 0.0312532 | Time: 2498.79 ms [2022-03-12 09:38:03 main:574] : INFO : Epoch 2005 | loss: 0.0312517 | val_loss: 0.0312499 | Time: 2349.46 ms [2022-03-12 09:38:05 main:574] : INFO : Epoch 2006 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 2512.28 ms [2022-03-12 09:38:08 main:574] : INFO : Epoch 2007 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 2449.67 ms [2022-03-12 09:38:10 main:574] : INFO : Epoch 2008 | loss: 0.0312454 | val_loss: 0.0312433 | Time: 2350.08 ms [2022-03-12 09:38:13 main:574] : INFO : Epoch 2009 | loss: 0.0312419 | val_loss: 0.0312395 | Time: 2509.96 ms [2022-03-12 09:38:16 main:574] : INFO : Epoch 2010 | loss: 0.031238 | val_loss: 0.0312353 | Time: 2565.96 ms [2022-03-12 09:38:18 main:574] : INFO : Epoch 2011 | loss: 0.0312331 | val_loss: 0.0312295 | Time: 2459.45 ms [2022-03-12 09:38:21 main:574] : INFO : Epoch 2012 | loss: 0.0312246 | val_loss: 0.0312192 | Time: 2352.59 ms [2022-03-12 09:38:23 main:574] : INFO : Epoch 2013 | loss: 0.0312163 | val_loss: 0.0312107 | Time: 2525.14 ms [2022-03-12 09:38:26 main:574] : INFO : Epoch 2014 | loss: 0.0312112 | val_loss: 0.0312106 | Time: 2453.83 ms [2022-03-12 09:38:28 main:574] : INFO : Epoch 2015 | loss: 0.0312082 | val_loss: 0.0312063 | Time: 2571.34 ms [2022-03-12 09:38:31 main:574] : INFO : Epoch 2016 | loss: 0.0312039 | val_loss: 0.0312005 | Time: 2576.53 ms [2022-03-12 09:38:34 main:574] : INFO : Epoch 2017 | loss: 0.0312035 | val_loss: 0.0312077 | Time: 2561.37 ms [2022-03-12 09:38:36 main:574] : INFO : Epoch 2018 | loss: 0.0312022 | val_loss: 0.0311986 | Time: 2443.31 ms [2022-03-12 09:38:39 main:574] : INFO : Epoch 2019 | loss: 0.0311992 | val_loss: 0.0311957 | Time: 2488.28 ms [2022-03-12 09:38:41 main:574] : INFO : Epoch 2020 | loss: 0.0311999 | val_loss: 0.0311947 | Time: 2477.17 ms [2022-03-12 09:38:44 main:574] : INFO : Epoch 2021 | loss: 0.0311978 | val_loss: 0.0311956 | Time: 2351.3 ms [2022-03-12 09:38:46 main:574] : INFO : Epoch 2022 | loss: 0.0311961 | val_loss: 0.0311938 | Time: 2486.28 ms [2022-03-12 09:38:49 main:574] : INFO : Epoch 2023 | loss: 0.0311954 | val_loss: 0.0311946 | Time: 2582.96 ms [2022-03-12 09:38:51 main:574] : INFO : Epoch 2024 | loss: 0.031195 | val_loss: 0.0311907 | Time: 2354.82 ms [2022-03-12 09:38:54 main:574] : INFO : Epoch 2025 | loss: 0.0311925 | val_loss: 0.0311905 | Time: 2355.34 ms [2022-03-12 09:38:56 main:574] : INFO : Epoch 2026 | loss: 0.0311944 | val_loss: 0.031193 | Time: 2471.89 ms [2022-03-12 09:38:59 main:574] : INFO : Epoch 2027 | loss: 0.0311982 | val_loss: 0.0311918 | Time: 2570.39 ms [2022-03-12 09:39:02 main:574] : INFO : Epoch 2028 | loss: 0.0311929 | val_loss: 0.0311925 | Time: 2461.99 ms [2022-03-12 09:39:04 main:574] : INFO : Epoch 2029 | loss: 0.0311926 | val_loss: 0.0311918 | Time: 2358.59 ms [2022-03-12 09:39:06 main:574] : INFO : Epoch 2030 | loss: 0.031192 | val_loss: 0.0311894 | Time: 2349.93 ms [2022-03-12 09:39:09 main:574] : INFO : Epoch 2031 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 2498.89 ms [2022-03-12 09:39:12 main:574] : INFO : Epoch 2032 | loss: 0.0311901 | val_loss: 0.0311881 | Time: 2579.47 ms [2022-03-12 09:39:14 main:574] : INFO : Epoch 2033 | loss: 0.0311893 | val_loss: 0.0311882 | Time: 2455.64 ms [2022-03-12 09:39:17 main:574] : INFO : Epoch 2034 | loss: 0.0311891 | val_loss: 0.0311872 | Time: 2577.26 ms [2022-03-12 09:39:19 main:574] : INFO : Epoch 2035 | loss: 0.0311886 | val_loss: 0.0311879 | Time: 2462.69 ms [2022-03-12 09:39:22 main:574] : INFO : Epoch 2036 | loss: 0.0311879 | val_loss: 0.0311879 | Time: 2569.17 ms [2022-03-12 09:39:24 main:574] : INFO : Epoch 2037 | loss: 0.0311869 | val_loss: 0.0311876 | Time: 2350.43 ms [2022-03-12 09:39:27 main:574] : INFO : Epoch 2038 | loss: 0.0311863 | val_loss: 0.0311864 | Time: 2531.77 ms [2022-03-12 09:39:30 main:574] : INFO : Epoch 2039 | loss: 0.0311851 | val_loss: 0.031185 | Time: 2357.88 ms [2022-03-12 09:39:32 main:574] : INFO : Epoch 2040 | loss: 0.0311843 | val_loss: 0.0311834 | Time: 2347.15 ms [2022-03-12 09:39:35 main:574] : INFO : Epoch 2041 | loss: 0.0311833 | val_loss: 0.0311833 | Time: 2578.32 ms [2022-03-12 09:39:37 main:574] : INFO : Epoch 2042 | loss: 0.0311828 | val_loss: 0.0311818 | Time: 2457.71 ms [2022-03-12 09:39:40 main:574] : INFO : Epoch 2043 | loss: 0.0311803 | val_loss: 0.0311795 | Time: 2566.08 ms [2022-03-12 09:39:42 main:574] : INFO : Epoch 2044 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 2450.15 ms [2022-03-12 09:39:45 main:574] : INFO : Epoch 2045 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 2570.21 ms [2022-03-12 09:39:47 main:574] : INFO : Epoch 2046 | loss: 0.0311774 | val_loss: 0.0311791 | Time: 2350.55 ms [2022-03-12 09:39:50 main:574] : INFO : Epoch 2047 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 2543.84 ms [2022-03-12 09:39:52 main:574] : INFO : Epoch 2048 | loss: 0.0311771 | val_loss: 0.0311777 | Time: 2448.45 ms [2022-03-12 09:39:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311777 [2022-03-12 09:39:53 main:603] : INFO : Saving end state to config to file [2022-03-12 09:39:53 main:608] : INFO : Success, exiting.. 09:39:53 (10772): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)