Task 13014683
| Name | ParityModified-1645998325-922-1-0_1 |
| Workunit | 10074767 |
| Created | 12 Mar 2022, 19:11:39 UTC |
| Sent | 12 Mar 2022, 19:34:50 UTC |
| Report deadline | 20 Mar 2022, 19:34:50 UTC |
| Received | 14 Mar 2022, 18:33:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19941 |
| Run time | 1 hours 24 min 41 sec |
| CPU time | 1 hours 21 min 38 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> in:574] : INFO : Epoch 1577 | loss: 0.0312475 | val_loss: 0.0312453 | Time: 2431.73 ms [2022-03-12 21:44:22 main:574] : INFO : Epoch 1578 | loss: 0.0312469 | val_loss: 0.0312442 | Time: 2329.24 ms [2022-03-12 21:44:24 main:574] : INFO : Epoch 1579 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2330.78 ms [2022-03-12 21:44:27 main:574] : INFO : Epoch 1580 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2511.76 ms [2022-03-12 21:44:29 main:574] : INFO : Epoch 1581 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 2435.51 ms [2022-03-12 21:44:32 main:574] : INFO : Epoch 1582 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 2330.8 ms [2022-03-12 21:44:34 main:574] : INFO : Epoch 1583 | loss: 0.031246 | val_loss: 0.0312464 | Time: 2329.16 ms [2022-03-12 21:44:36 main:574] : INFO : Epoch 1584 | loss: 0.0312466 | val_loss: 0.0312446 | Time: 2479.88 ms [2022-03-12 21:44:39 main:574] : INFO : Epoch 1585 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2327.45 ms [2022-03-12 21:44:41 main:574] : INFO : Epoch 1586 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 2324.48 ms [2022-03-12 21:44:44 main:574] : INFO : Epoch 1587 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 2323.53 ms [2022-03-12 21:44:46 main:574] : INFO : Epoch 1588 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 2489.87 ms [2022-03-12 21:44:49 main:574] : INFO : Epoch 1589 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 2329.88 ms [2022-03-12 21:44:51 main:574] : INFO : Epoch 1590 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 2503.8 ms [2022-03-12 21:44:54 main:574] : INFO : Epoch 1591 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 2328.26 ms [2022-03-12 21:44:56 main:574] : INFO : Epoch 1592 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2332.89 ms [2022-03-12 21:44:59 main:574] : INFO : Epoch 1593 | loss: 0.031246 | val_loss: 0.0312443 | Time: 2482.94 ms [2022-03-12 21:45:01 main:574] : INFO : Epoch 1594 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 2545.57 ms [2022-03-12 21:45:04 main:574] : INFO : Epoch 1595 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 2324.06 ms [2022-03-12 21:45:06 main:574] : INFO : Epoch 1596 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 2327.12 ms [2022-03-12 21:45:08 main:574] : INFO : Epoch 1597 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 2326.6 ms [2022-03-12 21:45:11 main:574] : INFO : Epoch 1598 | loss: 0.0312454 | val_loss: 0.031244 | Time: 2477.76 ms [2022-03-12 21:45:13 main:574] : INFO : Epoch 1599 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 2326.27 ms [2022-03-12 21:45:16 main:574] : INFO : Epoch 1600 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2527.89 ms [2022-03-12 21:45:18 main:574] : INFO : Epoch 1601 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 2324.82 ms [2022-03-12 21:45:21 main:574] : INFO : Epoch 1602 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 2330.54 ms [2022-03-12 21:45:23 main:574] : INFO : Epoch 1603 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2331.95 ms [2022-03-12 21:45:26 main:574] : INFO : Epoch 1604 | loss: 0.0312461 | val_loss: 0.031244 | Time: 2454.29 ms [2022-03-12 21:45:28 main:574] : INFO : Epoch 1605 | loss: 0.0312465 | val_loss: 0.031245 | Time: 2326.03 ms [2022-03-12 21:45:31 main:574] : INFO : Epoch 1606 | loss: 0.031246 | val_loss: 0.0312446 | Time: 2547.83 ms [2022-03-12 21:45:33 main:574] : INFO : Epoch 1607 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2326.02 ms [2022-03-12 21:45:36 main:574] : INFO : Epoch 1608 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 2542.83 ms [2022-03-12 21:45:38 main:574] : INFO : Epoch 1609 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 2323.9 ms [2022-03-12 21:45:40 main:574] : INFO : Epoch 1610 | loss: 0.031245 | val_loss: 0.0312444 | Time: 2324.85 ms [2022-03-12 21:45:43 main:574] : INFO : Epoch 1611 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 2474.04 ms [2022-03-12 21:45:45 main:574] : INFO : Epoch 1612 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 2323.46 ms [2022-03-12 21:45:48 main:574] : INFO : Epoch 1613 | loss: 0.0312457 | val_loss: 0.0312488 | Time: 2330.69 ms [2022-03-12 21:45:50 main:574] : INFO : Epoch 1614 | loss: 0.031247 | val_loss: 0.0312445 | Time: 2461.65 ms [2022-03-12 21:45:53 main:574] : INFO : Epoch 1615 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 2436.18 ms [2022-03-12 21:45:55 main:574] : INFO : Epoch 1616 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 2327.8 ms [2022-03-12 21:45:58 main:574] : INFO : Epoch 1617 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2328.93 ms [2022-03-12 21:46:00 main:574] : INFO : Epoch 1618 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 2509.55 ms [2022-03-12 21:46:03 main:574] : INFO : Epoch 1619 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 2329.94 ms [2022-03-12 21:46:05 main:574] : INFO : Epoch 1620 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2531.14 ms [2022-03-12 21:46:08 main:574] : INFO : Epoch 1621 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 2328.18 ms [2022-03-12 21:46:10 main:574] : INFO : Epoch 1622 | loss: 0.0312458 | val_loss: 0.0312471 | Time: 2322.24 ms [2022-03-12 21:46:13 main:574] : INFO : Epoch 1623 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 2465.57 ms [2022-03-12 21:46:15 main:574] : INFO : Epoch 1624 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 2325.7 ms [2022-03-12 21:46:17 main:574] : INFO : Epoch 1625 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2499.93 ms [2022-03-12 21:46:20 main:574] : INFO : Epoch 1626 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 2322.29 ms [2022-03-12 21:46:22 main:574] : INFO : Epoch 1627 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 2423.47 ms [2022-03-12 21:46:25 main:574] : INFO : Epoch 1628 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 2327.93 ms [2022-03-12 21:46:27 main:574] : INFO : Epoch 1629 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 2514.74 ms [2022-03-12 21:46:30 main:574] : INFO : Epoch 1630 | loss: 0.0312465 | val_loss: 0.0312482 | Time: 2330.22 ms [2022-03-12 21:46:32 main:574] : INFO : Epoch 1631 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2541.52 ms [2022-03-12 21:46:35 main:574] : INFO : Epoch 1632 | loss: 0.0312466 | val_loss: 0.0312448 | Time: 2330.84 ms [2022-03-12 21:46:37 main:574] : INFO : Epoch 1633 | loss: 0.031245 | val_loss: 0.0312441 | Time: 2543.13 ms [2022-03-12 21:46:40 main:574] : INFO : Epoch 1634 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 2329.04 ms [2022-03-12 21:46:42 main:574] : INFO : Epoch 1635 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 2554.25 ms [2022-03-12 21:46:45 main:574] : INFO : Epoch 1636 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 2334.72 ms [2022-03-12 21:46:47 main:574] : INFO : Epoch 1637 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 2329.09 ms [2022-03-12 21:46:50 main:574] : INFO : Epoch 1638 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 2505.54 ms [2022-03-12 21:46:52 main:574] : INFO : Epoch 1639 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 2427.77 ms [2022-03-12 21:46:55 main:574] : INFO : Epoch 1640 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 2433.24 ms [2022-03-12 21:46:57 main:574] : INFO : Epoch 1641 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 2330.86 ms [2022-03-12 21:47:00 main:574] : INFO : Epoch 1642 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 2524.66 ms [2022-03-12 21:47:02 main:574] : INFO : Epoch 1643 | loss: 0.031246 | val_loss: 0.0312477 | Time: 2327.04 ms [2022-03-12 21:47:04 main:574] : INFO : Epoch 1644 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 2328.14 ms [2022-03-12 21:47:07 main:574] : INFO : Epoch 1645 | loss: 0.0312454 | val_loss: 0.0312442 | Time: 2524.22 ms [2022-03-12 21:47:10 main:574] : INFO : Epoch 1646 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 2436.18 ms [2022-03-12 21:47:12 main:574] : INFO : Epoch 1647 | loss: 0.0312449 | val_loss: 0.031244 | Time: 2538.92 ms [2022-03-12 21:47:15 main:574] : INFO : Epoch 1648 | loss: 0.0312455 | val_loss: 0.031245 | Time: 2453.66 ms [2022-03-12 21:47:17 main:574] : INFO : Epoch 1649 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 2521.34 ms [2022-03-12 21:47:20 main:574] : INFO : Epoch 1650 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 2325.59 ms [2022-03-12 21:47:22 main:574] : INFO : Epoch 1651 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 2327.28 ms [2022-03-12 21:47:25 main:574] : INFO : Epoch 1652 | loss: 0.031245 | val_loss: 0.0312439 | Time: 2323.98 ms [2022-03-12 21:47:27 main:574] : INFO : Epoch 1653 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2327.55 ms [2022-03-12 21:47:29 main:574] : INFO : Epoch 1654 | loss: 0.0312448 | val_loss: 0.031245 | Time: 2327.97 ms [2022-03-12 21:47:32 main:574] : INFO : Epoch 1655 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 2331.93 ms [2022-03-12 21:47:34 main:574] : INFO : Epoch 1656 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 2516.36 ms [2022-03-12 21:47:37 main:574] : INFO : Epoch 1657 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 2438.07 ms [2022-03-12 21:47:39 main:574] : INFO : Epoch 1658 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2424.3 ms [2022-03-12 21:47:42 main:574] : INFO : Epoch 1659 | loss: 0.0312466 | val_loss: 0.0312443 | Time: 2433.64 ms [2022-03-12 21:47:44 main:574] : INFO : Epoch 1660 | loss: 0.0312466 | val_loss: 0.031245 | Time: 2328.78 ms [2022-03-12 21:47:47 main:574] : INFO : Epoch 1661 | loss: 0.031246 | val_loss: 0.0312446 | Time: 2524.49 ms [2022-03-12 21:47:49 main:574] : INFO : Epoch 1662 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 2326.16 ms [2022-03-12 21:47:52 main:574] : INFO : Epoch 1663 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 2506.44 ms [2022-03-12 21:47:54 main:574] : INFO : Epoch 1664 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 2450.39 ms [2022-03-12 21:47:57 main:574] : INFO : Epoch 1665 | loss: 0.0312451 | val_loss: 0.0312461 | Time: 2428.5 ms [2022-03-12 21:47:59 main:574] : INFO : Epoch 1666 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 2326.4 ms [2022-03-12 21:48:02 main:574] : INFO : Epoch 1667 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 2326.6 ms [2022-03-12 21:48:04 main:574] : INFO : Epoch 1668 | loss: 0.031245 | val_loss: 0.0312454 | Time: 2476.45 ms [2022-03-12 21:48:07 main:574] : INFO : Epoch 1669 | loss: 0.0312451 | val_loss: 0.0312451 | Time: 2544.5 ms [2022-03-12 21:48:09 main:574] : INFO : Epoch 1670 | loss: 0.0312455 | val_loss: 0.031249 | Time: 2333.27 ms [2022-03-12 21:48:12 main:574] : INFO : Epoch 1671 | loss: 0.0312465 | val_loss: 0.0312501 | Time: 2326.99 ms [2022-03-12 21:48:14 main:574] : INFO : Epoch 1672 | loss: 0.0312469 | val_loss: 0.0312442 | Time: 2506.4 ms [2022-03-12 21:48:17 main:574] : INFO : Epoch 1673 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 2439.04 ms [2022-03-12 21:48:19 main:574] : INFO : Epoch 1674 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 2332.12 ms [2022-03-12 21:48:22 main:574] : INFO : Epoch 1675 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 2330.1 ms [2022-03-12 21:48:24 main:574] : INFO : Epoch 1676 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 2332.15 ms [2022-03-12 21:48:26 main:574] : INFO : Epoch 1677 | loss: 0.0312453 | val_loss: 0.031245 | Time: 2329.87 ms [2022-03-12 21:48:29 main:574] : INFO : Epoch 1678 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2540.92 ms [2022-03-12 21:48:31 main:574] : INFO : Epoch 1679 | loss: 0.0312462 | val_loss: 0.0312447 | Time: 2451.56 ms [2022-03-12 21:48:34 main:574] : INFO : Epoch 1680 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2328.5 ms [2022-03-12 21:48:36 main:574] : INFO : Epoch 1681 | loss: 0.0312452 | val_loss: 0.0312471 | Time: 2527.41 ms [2022-03-12 21:48:39 main:574] : INFO : Epoch 1682 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 2554.6 ms [2022-03-12 21:48:41 main:574] : INFO : Epoch 1683 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2329.07 ms [2022-03-12 21:48:44 main:574] : INFO : Epoch 1684 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 2332.5 ms [2022-03-12 21:48:46 main:574] : INFO : Epoch 1685 | loss: 0.031245 | val_loss: 0.0312445 | Time: 2524.83 ms [2022-03-12 21:48:49 main:574] : INFO : Epoch 1686 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 2450.13 ms [2022-03-12 21:48:51 main:574] : INFO : Epoch 1687 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 2430.25 ms [2022-03-12 21:48:54 main:574] : INFO : Epoch 1688 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 2533.85 ms [2022-03-12 21:48:57 main:574] : INFO : Epoch 1689 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 2328.98 ms [2022-03-12 21:48:59 main:574] : INFO : Epoch 1690 | loss: 0.0312494 | val_loss: 0.031247 | Time: 2326.7 ms [2022-03-12 21:49:01 main:574] : INFO : Epoch 1691 | loss: 0.0312484 | val_loss: 0.0312456 | Time: 2332.14 ms [2022-03-12 21:49:04 main:574] : INFO : Epoch 1692 | loss: 0.0312456 | val_loss: 0.031245 | Time: 2328.11 ms [2022-03-12 21:49:06 main:574] : INFO : Epoch 1693 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2329.64 ms [2022-03-12 21:49:08 main:574] : INFO : Epoch 1694 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2329.47 ms [2022-03-12 21:49:11 main:574] : INFO : Epoch 1695 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 2329.61 ms [2022-03-12 21:49:13 main:574] : INFO : Epoch 1696 | loss: 0.031245 | val_loss: 0.0312441 | Time: 2432.4 ms [2022-03-12 21:49:16 main:574] : INFO : Epoch 1697 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 2327.94 ms [2022-03-12 21:49:18 main:574] : INFO : Epoch 1698 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 2511.65 ms [2022-03-12 21:49:21 main:574] : INFO : Epoch 1699 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 2327.6 ms [2022-03-12 21:49:23 main:574] : INFO : Epoch 1700 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 2331.47 ms [2022-03-12 21:49:26 main:574] : INFO : Epoch 1701 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 2493.54 ms [2022-03-12 21:49:28 main:574] : INFO : Epoch 1702 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2332.37 ms [2022-03-12 21:49:31 main:574] : INFO : Epoch 1703 | loss: 0.031246 | val_loss: 0.0312457 | Time: 2544.93 ms [2022-03-12 21:49:33 main:574] : INFO : Epoch 1704 | loss: 0.0312464 | val_loss: 0.031247 | Time: 2332.15 ms [2022-03-12 21:49:36 main:574] : INFO : Epoch 1705 | loss: 0.0312458 | val_loss: 0.031244 | Time: 2542.24 ms [2022-03-12 21:49:38 main:574] : INFO : Epoch 1706 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 2327.4 ms [2022-03-12 21:49:41 main:574] : INFO : Epoch 1707 | loss: 0.031245 | val_loss: 0.0312456 | Time: 2553.35 ms [2022-03-12 21:49:43 main:574] : INFO : Epoch 1708 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 2327.87 ms [2022-03-12 21:49:45 main:574] : INFO : Epoch 1709 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 2326.78 ms [2022-03-12 21:49:48 main:574] : INFO : Epoch 1710 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 2528.47 ms [2022-03-12 21:49:50 main:574] : INFO : Epoch 1711 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 2326.52 ms [2022-03-12 21:49:53 main:574] : INFO : Epoch 1712 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 2546.63 ms [2022-03-12 21:49:56 main:574] : INFO : Epoch 1713 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 2447.08 ms [2022-03-12 21:49:58 main:574] : INFO : Epoch 1714 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 2546.49 ms [2022-03-12 21:50:01 main:574] : INFO : Epoch 1715 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 2329.72 ms [2022-03-12 21:50:03 main:574] : INFO : Epoch 1716 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 2547.63 ms [2022-03-12 21:50:06 main:574] : INFO : Epoch 1717 | loss: 0.031245 | val_loss: 0.031244 | Time: 2553.26 ms [2022-03-12 21:50:08 main:574] : INFO : Epoch 1718 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 2443.86 ms [2022-03-12 21:50:11 main:574] : INFO : Epoch 1719 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 2326.41 ms [2022-03-12 21:50:13 main:574] : INFO : Epoch 1720 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 2506.46 ms [2022-03-12 21:50:16 main:574] : INFO : Epoch 1721 | loss: 0.031245 | val_loss: 0.0312459 | Time: 2446.23 ms [2022-03-12 21:50:19 main:574] : INFO : Epoch 1722 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 2529.43 ms [2022-03-12 21:50:21 main:574] : INFO : Epoch 1723 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 2331.94 ms [2022-03-12 21:50:23 main:574] : INFO : Epoch 1724 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 2330.07 ms [2022-03-12 21:50:26 main:574] : INFO : Epoch 1725 | loss: 0.0312455 | val_loss: 0.0312442 | Time: 2502.8 ms [2022-03-12 21:50:28 main:574] : INFO : Epoch 1726 | loss: 0.0312451 | val_loss: 0.0312473 | Time: 2326.78 ms [2022-03-12 21:50:31 main:574] : INFO : Epoch 1727 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 2324.04 ms [2022-03-12 21:50:33 main:574] : INFO : Epoch 1728 | loss: 0.0312459 | val_loss: 0.0312458 | Time: 2496.14 ms [2022-03-12 21:50:36 main:574] : INFO : Epoch 1729 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 2326.22 ms [2022-03-12 21:50:38 main:574] : INFO : Epoch 1730 | loss: 0.0312464 | val_loss: 0.0312474 | Time: 2322.67 ms [2022-03-12 21:50:40 main:574] : INFO : Epoch 1731 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 2323.12 ms [2022-03-12 21:50:43 main:574] : INFO : Epoch 1732 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 2326.2 ms [2022-03-12 21:50:45 main:574] : INFO : Epoch 1733 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 2330.44 ms [2022-03-12 21:50:48 main:574] : INFO : Epoch 1734 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 2324.77 ms [2022-03-12 21:50:50 main:574] : INFO : Epoch 1735 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2501.32 ms [2022-03-12 21:50:53 main:574] : INFO : Epoch 1736 | loss: 0.0312463 | val_loss: 0.0312443 | Time: 2424.37 ms [2022-03-12 21:50:55 main:574] : INFO : Epoch 1737 | loss: 0.0312453 | val_loss: 0.031245 | Time: 2520.56 ms [2022-03-12 21:50:58 main:574] : INFO : Epoch 1738 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 2327.29 ms [2022-03-12 21:51:00 main:574] : INFO : Epoch 1739 | loss: 0.0312457 | val_loss: 0.0312455 | Time: 2550.1 ms [2022-03-12 21:51:03 main:574] : INFO : Epoch 1740 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 2331.97 ms [2022-03-12 21:51:05 main:574] : INFO : Epoch 1741 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 2509.11 ms [2022-03-12 21:51:08 main:574] : INFO : Epoch 1742 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 2535.01 ms [2022-03-12 21:51:10 main:574] : INFO : Epoch 1743 | loss: 0.0312456 | val_loss: 0.031245 | Time: 2329.57 ms [2022-03-12 21:51:13 main:574] : INFO : Epoch 1744 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2329.91 ms [2022-03-12 21:51:15 main:574] : INFO : Epoch 1745 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 2514.63 ms [2022-03-12 21:51:18 main:574] : INFO : Epoch 1746 | loss: 0.0312462 | val_loss: 0.0312475 | Time: 2326.79 ms [2022-03-12 21:51:20 main:574] : INFO : Epoch 1747 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 2494.37 ms [2022-03-12 21:51:23 main:574] : INFO : Epoch 1748 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 2454.6 ms [2022-03-12 21:51:26 main:574] : INFO : Epoch 1749 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 2535.14 ms [2022-03-12 21:51:28 main:574] : INFO : Epoch 1750 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 2326.13 ms [2022-03-12 21:51:31 main:574] : INFO : Epoch 1751 | loss: 0.031245 | val_loss: 0.0312469 | Time: 2523.82 ms [2022-03-12 21:51:33 main:574] : INFO : Epoch 1752 | loss: 0.031246 | val_loss: 0.0312466 | Time: 2327.09 ms [2022-03-12 21:51:36 main:574] : INFO : Epoch 1753 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 2527.93 ms [2022-03-12 21:51:38 main:574] : INFO : Epoch 1754 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 2328.54 ms [2022-03-12 21:51:41 main:574] : INFO : Epoch 1755 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 2484.98 ms [2022-03-12 21:51:43 main:574] : INFO : Epoch 1756 | loss: 0.0312453 | val_loss: 0.031246 | Time: 2442.3 ms [2022-03-12 21:51:46 main:574] : INFO : Epoch 1757 | loss: 0.0312451 | val_loss: 0.0312437 | Time: 2531.16 ms [2022-03-12 21:51:48 main:574] : INFO : Epoch 1758 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 2327.16 ms [2022-03-12 21:51:51 main:574] : INFO : Epoch 1759 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 2329.27 ms [2022-03-12 21:51:53 main:574] : INFO : Epoch 1760 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 2316.94 ms [2022-03-12 21:51:56 main:574] : INFO : Epoch 1761 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2543.36 ms [2022-03-12 21:51:58 main:574] : INFO : Epoch 1762 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 2322.8 ms [2022-03-12 21:52:01 main:574] : INFO : Epoch 1763 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2501.42 ms [2022-03-12 21:52:03 main:574] : INFO : Epoch 1764 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 2322.04 ms [2022-03-12 21:52:06 main:574] : INFO : Epoch 1765 | loss: 0.0312448 | val_loss: 0.0312438 | Time: 2542.64 ms [2022-03-12 21:52:08 main:574] : INFO : Epoch 1766 | loss: 0.031245 | val_loss: 0.0312438 | Time: 2432.59 ms [2022-03-12 21:52:11 main:574] : INFO : Epoch 1767 | loss: 0.031245 | val_loss: 0.0312461 | Time: 2503.23 ms [2022-03-12 21:52:13 main:574] : INFO : Epoch 1768 | loss: 0.0312455 | val_loss: 0.0312436 | Time: 2440.97 ms [2022-03-12 21:52:16 main:574] : INFO : Epoch 1769 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 2549.39 ms [2022-03-12 21:52:19 main:574] : INFO : Epoch 1770 | loss: 0.0312458 | val_loss: 0.0312498 | Time: 2436.35 ms [2022-03-12 21:52:21 main:574] : INFO : Epoch 1771 | loss: 0.031246 | val_loss: 0.031248 | Time: 2548.55 ms [2022-03-12 21:52:24 main:574] : INFO : Epoch 1772 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 2326 ms [2022-03-12 21:52:26 main:574] : INFO : Epoch 1773 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 2537.76 ms [2022-03-12 21:52:29 main:574] : INFO : Epoch 1774 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2446.87 ms [2022-03-12 21:52:31 main:574] : INFO : Epoch 1775 | loss: 0.0312467 | val_loss: 0.0312445 | Time: 2325.88 ms [2022-03-12 21:52:34 main:574] : INFO : Epoch 1776 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 2515.07 ms [2022-03-12 21:52:36 main:574] : INFO : Epoch 1777 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 2327.59 ms [2022-03-12 21:52:39 main:574] : INFO : Epoch 1778 | loss: 0.0312451 | val_loss: 0.031245 | Time: 2558.3 ms [2022-03-12 21:52:41 main:574] : INFO : Epoch 1779 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2439.34 ms [2022-03-12 21:52:44 main:574] : INFO : Epoch 1780 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 2330.12 ms [2022-03-12 21:52:46 main:574] : INFO : Epoch 1781 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 2481 ms [2022-03-12 21:52:49 main:574] : INFO : Epoch 1782 | loss: 0.0312457 | val_loss: 0.031246 | Time: 2441.13 ms [2022-03-12 21:52:51 main:574] : INFO : Epoch 1783 | loss: 0.0312458 | val_loss: 0.031244 | Time: 2325.75 ms [2022-03-12 21:52:54 main:574] : INFO : Epoch 1784 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 2328.55 ms [2022-03-12 21:52:56 main:574] : INFO : Epoch 1785 | loss: 0.0312444 | val_loss: 0.0312435 | Time: 2475.61 ms [2022-03-12 21:52:59 main:574] : INFO : Epoch 1786 | loss: 0.0312445 | val_loss: 0.031245 | Time: 2329.39 ms [2022-03-12 21:53:01 main:574] : INFO : Epoch 1787 | loss: 0.0312446 | val_loss: 0.0312437 | Time: 2322.18 ms [2022-03-12 21:53:03 main:574] : INFO : Epoch 1788 | loss: 0.0312449 | val_loss: 0.0312437 | Time: 2328.85 ms [2022-03-12 21:53:06 main:574] : INFO : Epoch 1789 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 2328 ms [2022-03-12 21:53:08 main:574] : INFO : Epoch 1790 | loss: 0.0312453 | val_loss: 0.031244 | Time: 2325.91 ms [2022-03-12 21:53:10 main:574] : INFO : Epoch 1791 | loss: 0.0312451 | val_loss: 0.0312434 | Time: 2322.7 ms [2022-03-12 21:53:13 main:574] : INFO : Epoch 1792 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 2323.9 ms [2022-03-12 21:53:15 main:574] : INFO : Epoch 1793 | loss: 0.0312458 | val_loss: 0.031245 | Time: 2502 ms [2022-03-12 21:53:18 main:574] : INFO : Epoch 1794 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 2325.47 ms [2022-03-12 21:53:20 main:574] : INFO : Epoch 1795 | loss: 0.0312466 | val_loss: 0.0312444 | Time: 2540.58 ms [2022-03-12 21:53:23 main:574] : INFO : Epoch 1796 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 2326.67 ms [2022-03-12 21:53:25 main:574] : INFO : Epoch 1797 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2326.95 ms [2022-03-12 21:53:27 main:574] : INFO : Epoch 1798 | loss: 0.0312465 | val_loss: 0.0312478 | Time: 2328.53 ms [2022-03-12 21:53:30 main:574] : INFO : Epoch 1799 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 2322.11 ms [2022-03-12 21:53:32 main:574] : INFO : Epoch 1800 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 2439.66 ms [2022-03-12 21:53:35 main:574] : INFO : Epoch 1801 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 2325.66 ms [2022-03-12 21:53:37 main:574] : INFO : Epoch 1802 | loss: 0.0312461 | val_loss: 0.031244 | Time: 2518.23 ms [2022-03-12 21:53:40 main:574] : INFO : Epoch 1803 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2325.72 ms [2022-03-12 21:53:42 main:574] : INFO : Epoch 1804 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2549.75 ms [2022-03-12 21:53:45 main:574] : INFO : Epoch 1805 | loss: 0.0312469 | val_loss: 0.0312436 | Time: 2444.85 ms [2022-03-12 21:53:47 main:574] : INFO : Epoch 1806 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 2329.73 ms [2022-03-12 21:53:50 main:574] : INFO : Epoch 1807 | loss: 0.031247 | val_loss: 0.031244 | Time: 2329.75 ms [2022-03-12 21:53:52 main:574] : INFO : Epoch 1808 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 2331.48 ms [2022-03-12 21:53:55 main:574] : INFO : Epoch 1809 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 2454.89 ms [2022-03-12 21:53:57 main:574] : INFO : Epoch 1810 | loss: 0.031246 | val_loss: 0.0312443 | Time: 2325.21 ms [2022-03-12 21:54:00 main:574] : INFO : Epoch 1811 | loss: 0.0312447 | val_loss: 0.031244 | Time: 2549.98 ms [2022-03-12 21:54:02 main:574] : INFO : Epoch 1812 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 2439.62 ms [2022-03-12 21:54:04 main:574] : INFO : Epoch 1813 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 2318.25 ms [2022-03-12 21:54:07 main:574] : INFO : Epoch 1814 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 2316.59 ms [2022-03-12 21:54:09 main:574] : INFO : Epoch 1815 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 2320.93 ms [2022-03-12 21:54:12 main:574] : INFO : Epoch 1816 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 2479.44 ms [2022-03-12 21:54:14 main:574] : INFO : Epoch 1817 | loss: 0.0312454 | val_loss: 0.0312476 | Time: 2319.28 ms [2022-03-12 21:54:17 main:574] : INFO : Epoch 1818 | loss: 0.0312459 | val_loss: 0.0312437 | Time: 2546.16 ms [2022-03-12 21:54:19 main:574] : INFO : Epoch 1819 | loss: 0.0312452 | val_loss: 0.0312432 | Time: 2543.54 ms [2022-03-12 21:54:22 main:574] : INFO : Epoch 1820 | loss: 0.031245 | val_loss: 0.0312437 | Time: 2447.45 ms [2022-03-12 21:54:24 main:574] : INFO : Epoch 1821 | loss: 0.0312446 | val_loss: 0.0312437 | Time: 2322.37 ms [2022-03-12 21:54:27 main:574] : INFO : Epoch 1822 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 2548.2 ms [2022-03-12 21:54:29 main:574] : INFO : Epoch 1823 | loss: 0.0312448 | val_loss: 0.0312437 | Time: 2324.23 ms [2022-03-12 21:54:32 main:574] : INFO : Epoch 1824 | loss: 0.0312453 | val_loss: 0.0312438 | Time: 2505.72 ms [2022-03-12 21:54:34 main:574] : INFO : Epoch 1825 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 2439.39 ms [2022-03-12 21:54:37 main:574] : INFO : Epoch 1826 | loss: 0.0312447 | val_loss: 0.0312435 | Time: 2539.51 ms [2022-03-12 21:54:40 main:574] : INFO : Epoch 1827 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 2440.42 ms [2022-03-12 21:54:42 main:574] : INFO : Epoch 1828 | loss: 0.0312449 | val_loss: 0.0312431 | Time: 2327.57 ms [2022-03-12 21:54:45 main:574] : INFO : Epoch 1829 | loss: 0.031246 | val_loss: 0.0312435 | Time: 2528.34 ms [2022-03-12 21:54:47 main:574] : INFO : Epoch 1830 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2329.04 ms [2022-03-12 21:54:49 main:574] : INFO : Epoch 1831 | loss: 0.0312646 | val_loss: 0.0313393 | Time: 2323.22 ms [2022-03-12 21:54:52 main:574] : INFO : Epoch 1832 | loss: 0.0474524 | val_loss: 0.0562979 | Time: 2321.74 ms [2022-03-12 21:54:54 main:574] : INFO : Epoch 1833 | loss: 0.160286 | val_loss: 0.0578896 | Time: 2319.47 ms [2022-03-12 21:54:57 main:574] : INFO : Epoch 1834 | loss: 0.0433072 | val_loss: 0.0346537 | Time: 2328.7 ms [2022-03-12 21:54:59 main:574] : INFO : Epoch 1835 | loss: 0.0328559 | val_loss: 0.0317348 | Time: 2330.03 ms [2022-03-12 21:55:01 main:574] : INFO : Epoch 1836 | loss: 0.0315973 | val_loss: 0.0314449 | Time: 2321.71 ms [2022-03-12 21:55:04 main:574] : INFO : Epoch 1837 | loss: 0.0313779 | val_loss: 0.0313387 | Time: 2321.84 ms [2022-03-12 21:55:06 main:574] : INFO : Epoch 1838 | loss: 0.031318 | val_loss: 0.0313055 | Time: 2322.9 ms [2022-03-12 21:55:08 main:574] : INFO : Epoch 1839 | loss: 0.0312942 | val_loss: 0.0312891 | Time: 2323.72 ms [2022-03-12 21:55:11 main:574] : INFO : Epoch 1840 | loss: 0.0312835 | val_loss: 0.0312807 | Time: 2426.75 ms [2022-03-12 21:55:14 main:574] : INFO : Epoch 1841 | loss: 0.0312771 | val_loss: 0.0312755 | Time: 2537.72 ms [2022-03-12 21:55:16 main:574] : INFO : Epoch 1842 | loss: 0.0312729 | val_loss: 0.0312718 | Time: 2457.93 ms [2022-03-12 21:55:19 main:574] : INFO : Epoch 1843 | loss: 0.03127 | val_loss: 0.0312692 | Time: 2431.35 ms [2022-03-12 21:55:21 main:574] : INFO : Epoch 1844 | loss: 0.0312678 | val_loss: 0.0312673 | Time: 2321.77 ms [2022-03-12 21:55:23 main:574] : INFO : Epoch 1845 | loss: 0.0312656 | val_loss: 0.0312658 | Time: 2333.12 ms [2022-03-12 21:55:26 main:574] : INFO : Epoch 1846 | loss: 0.0312641 | val_loss: 0.0312647 | Time: 2333.38 ms [2022-03-12 21:55:28 main:574] : INFO : Epoch 1847 | loss: 0.0312673 | val_loss: 0.0312733 | Time: 2328.19 ms [2022-03-12 21:55:30 main:574] : INFO : Epoch 1848 | loss: 0.0312675 | val_loss: 0.0312681 | Time: 2324.73 ms [2022-03-12 21:55:33 main:574] : INFO : Epoch 1849 | loss: 0.0312681 | val_loss: 0.0312661 | Time: 2326.47 ms [2022-03-12 21:55:35 main:574] : INFO : Epoch 1850 | loss: 0.031265 | val_loss: 0.0312634 | Time: 2472 ms [2022-03-12 21:55:38 main:574] : INFO : Epoch 1851 | loss: 0.0312626 | val_loss: 0.0312618 | Time: 2423.47 ms [2022-03-12 21:55:40 main:574] : INFO : Epoch 1852 | loss: 0.0312612 | val_loss: 0.0312604 | Time: 2434.11 ms [2022-03-12 21:55:43 main:574] : INFO : Epoch 1853 | loss: 0.0312603 | val_loss: 0.0312595 | Time: 2429.34 ms [2022-03-12 21:55:45 main:574] : INFO : Epoch 1854 | loss: 0.0312597 | val_loss: 0.0312593 | Time: 2330.46 ms [2022-03-12 21:55:48 main:574] : INFO : Epoch 1855 | loss: 0.031259 | val_loss: 0.0312584 | Time: 2498.65 ms [2022-03-12 21:55:50 main:574] : INFO : Epoch 1856 | loss: 0.0312584 | val_loss: 0.031258 | Time: 2331.42 ms [2022-03-12 21:55:53 main:574] : INFO : Epoch 1857 | loss: 0.0312582 | val_loss: 0.0312575 | Time: 2327.75 ms [2022-03-12 21:55:55 main:574] : INFO : Epoch 1858 | loss: 0.0312577 | val_loss: 0.0312573 | Time: 2327.16 ms [2022-03-12 21:55:58 main:574] : INFO : Epoch 1859 | loss: 0.0312572 | val_loss: 0.0312572 | Time: 2434.38 ms [2022-03-12 21:56:00 main:574] : INFO : Epoch 1860 | loss: 0.0312568 | val_loss: 0.0312567 | Time: 2329.88 ms [2022-03-12 21:56:02 main:574] : INFO : Epoch 1861 | loss: 0.0312567 | val_loss: 0.0312564 | Time: 2320.51 ms [2022-03-12 21:56:05 main:574] : INFO : Epoch 1862 | loss: 0.0312562 | val_loss: 0.031256 | Time: 2328.73 ms [2022-03-12 21:56:07 main:574] : INFO : Epoch 1863 | loss: 0.0312559 | val_loss: 0.0312561 | Time: 2475.14 ms [2022-03-12 21:56:10 main:574] : INFO : Epoch 1864 | loss: 0.0312557 | val_loss: 0.0312562 | Time: 2523.61 ms [2022-03-12 21:56:12 main:574] : INFO : Epoch 1865 | loss: 0.0312556 | val_loss: 0.0312553 | Time: 2320.65 ms [2022-03-12 21:56:15 main:574] : INFO : Epoch 1866 | loss: 0.0312553 | val_loss: 0.0312556 | Time: 2523.29 ms [2022-03-12 21:56:18 main:574] : INFO : Epoch 1867 | loss: 0.0312552 | val_loss: 0.0312547 | Time: 2445.95 ms [2022-03-12 21:56:20 main:574] : INFO : Epoch 1868 | loss: 0.0312546 | val_loss: 0.0312546 | Time: 2320.9 ms [2022-03-12 21:56:22 main:574] : INFO : Epoch 1869 | loss: 0.0312545 | val_loss: 0.0312544 | Time: 2327.81 ms [2022-03-12 21:56:25 main:574] : INFO : Epoch 1870 | loss: 0.0312546 | val_loss: 0.0312549 | Time: 2497.53 ms [2022-03-12 21:56:27 main:574] : INFO : Epoch 1871 | loss: 0.0312541 | val_loss: 0.031254 | Time: 2441.38 ms [2022-03-12 21:56:30 main:574] : INFO : Epoch 1872 | loss: 0.0312542 | val_loss: 0.0312539 | Time: 2433.53 ms [2022-03-12 21:56:33 main:574] : INFO : Epoch 1873 | loss: 0.031254 | val_loss: 0.0312538 | Time: 2534.56 ms [2022-03-12 21:56:35 main:574] : INFO : Epoch 1874 | loss: 0.0312537 | val_loss: 0.0312536 | Time: 2324.29 ms [2022-03-12 21:56:37 main:574] : INFO : Epoch 1875 | loss: 0.0312534 | val_loss: 0.0312535 | Time: 2333.77 ms [2022-03-12 21:56:40 main:574] : INFO : Epoch 1876 | loss: 0.0312532 | val_loss: 0.0312534 | Time: 2507.56 ms [2022-03-12 21:56:42 main:574] : INFO : Epoch 1877 | loss: 0.0312531 | val_loss: 0.0312534 | Time: 2324.23 ms [2022-03-12 21:56:45 main:574] : INFO : Epoch 1878 | loss: 0.0312531 | val_loss: 0.0312531 | Time: 2320.81 ms [2022-03-12 21:56:47 main:574] : INFO : Epoch 1879 | loss: 0.031253 | val_loss: 0.0312529 | Time: 2511.13 ms [2022-03-12 21:56:50 main:574] : INFO : Epoch 1880 | loss: 0.0312527 | val_loss: 0.0312528 | Time: 2329.49 ms [2022-03-12 21:56:52 main:574] : INFO : Epoch 1881 | loss: 0.0312526 | val_loss: 0.0312527 | Time: 2418.03 ms [2022-03-12 21:56:54 main:574] : INFO : Epoch 1882 | loss: 0.0312526 | val_loss: 0.0312529 | Time: 2327.58 ms [2022-03-12 21:56:57 main:574] : INFO : Epoch 1883 | loss: 0.0312526 | val_loss: 0.0312526 | Time: 2326.69 ms [2022-03-12 21:56:59 main:574] : INFO : Epoch 1884 | loss: 0.0312523 | val_loss: 0.0312525 | Time: 2485.57 ms [2022-03-12 21:57:02 main:574] : INFO : Epoch 1885 | loss: 0.0312524 | val_loss: 0.0312523 | Time: 2326.28 ms [2022-03-12 21:57:04 main:574] : INFO : Epoch 1886 | loss: 0.0312524 | val_loss: 0.0312529 | Time: 2329.37 ms [2022-03-12 21:57:07 main:574] : INFO : Epoch 1887 | loss: 0.0312521 | val_loss: 0.0312525 | Time: 2508.37 ms [2022-03-12 21:57:09 main:574] : INFO : Epoch 1888 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 2324.29 ms [2022-03-12 21:57:12 main:574] : INFO : Epoch 1889 | loss: 0.0312523 | val_loss: 0.031252 | Time: 2329.28 ms [2022-03-12 21:57:14 main:574] : INFO : Epoch 1890 | loss: 0.031252 | val_loss: 0.0312519 | Time: 2330.08 ms [2022-03-12 21:57:16 main:574] : INFO : Epoch 1891 | loss: 0.0312518 | val_loss: 0.031252 | Time: 2454.82 ms [2022-03-12 21:57:19 main:574] : INFO : Epoch 1892 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 2329.64 ms [2022-03-12 21:57:21 main:574] : INFO : Epoch 1893 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 2530.64 ms [2022-03-12 21:57:24 main:574] : INFO : Epoch 1894 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 2329.7 ms [2022-03-12 21:57:26 main:574] : INFO : Epoch 1895 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 2551.68 ms [2022-03-12 21:57:29 main:574] : INFO : Epoch 1896 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 2431.31 ms [2022-03-12 21:57:32 main:574] : INFO : Epoch 1897 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2425.81 ms [2022-03-12 21:57:34 main:574] : INFO : Epoch 1898 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 2435.31 ms [2022-03-12 21:57:37 main:574] : INFO : Epoch 1899 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2432.7 ms [2022-03-12 21:57:39 main:574] : INFO : Epoch 1900 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2535.62 ms [2022-03-12 21:57:42 main:574] : INFO : Epoch 1901 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 2557.4 ms [2022-03-12 21:57:44 main:574] : INFO : Epoch 1902 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2332.76 ms [2022-03-12 21:57:47 main:574] : INFO : Epoch 1903 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2430.27 ms [2022-03-12 21:57:49 main:574] : INFO : Epoch 1904 | loss: 0.031251 | val_loss: 0.0312511 | Time: 2328.62 ms [2022-03-12 21:57:51 main:574] : INFO : Epoch 1905 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2328.53 ms [2022-03-12 21:57:54 main:574] : INFO : Epoch 1906 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2546.59 ms [2022-03-12 21:57:57 main:574] : INFO : Epoch 1907 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2442.55 ms [2022-03-12 21:57:59 main:574] : INFO : Epoch 1908 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 2555.37 ms [2022-03-12 21:58:02 main:574] : INFO : Epoch 1909 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2322.59 ms [2022-03-12 21:58:04 main:574] : INFO : Epoch 1910 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2324.49 ms [2022-03-12 21:58:07 main:574] : INFO : Epoch 1911 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2327.12 ms [2022-03-12 21:58:09 main:574] : INFO : Epoch 1912 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2489.05 ms [2022-03-12 21:58:11 main:574] : INFO : Epoch 1913 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2327.99 ms [2022-03-12 21:58:14 main:574] : INFO : Epoch 1914 | loss: 0.031251 | val_loss: 0.031251 | Time: 2528.59 ms [2022-03-12 21:58:16 main:574] : INFO : Epoch 1915 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2329.43 ms [2022-03-12 21:58:19 main:574] : INFO : Epoch 1916 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2328.07 ms [2022-03-12 21:58:21 main:574] : INFO : Epoch 1917 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2519.95 ms [2022-03-12 21:58:24 main:574] : INFO : Epoch 1918 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2441.73 ms [2022-03-12 21:58:26 main:574] : INFO : Epoch 1919 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2326.98 ms [2022-03-12 21:58:29 main:574] : INFO : Epoch 1920 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2526.74 ms [2022-03-12 21:58:31 main:574] : INFO : Epoch 1921 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2329.6 ms [2022-03-12 21:58:34 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2547.01 ms [2022-03-12 21:58:36 main:574] : INFO : Epoch 1923 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2326.73 ms [2022-03-12 21:58:39 main:574] : INFO : Epoch 1924 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2328.7 ms [2022-03-12 21:58:41 main:574] : INFO : Epoch 1925 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2509.68 ms [2022-03-12 21:58:44 main:574] : INFO : Epoch 1926 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2443.08 ms [2022-03-12 21:58:46 main:574] : INFO : Epoch 1927 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2328.07 ms [2022-03-12 21:58:49 main:574] : INFO : Epoch 1928 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2527.83 ms [2022-03-12 21:58:51 main:574] : INFO : Epoch 1929 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2451.9 ms Machine Learning Dataset Generator vMachine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 860M) [2022-03-13 13:14:17 main:435] : INFO : Set logging level to 1 [2022-03-13 13:14:18 main:441] : INFO : Running in BOINC Client mode [2022-03-13 13:14:18 main:444] : INFO : Resolving all filenames [2022-03-13 13:14:18 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-13 13:14:19 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-13 13:14:19 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-13 13:14:19 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-13 13:14:19 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-13 13:14:19 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-13 13:14:19 main:474] : INFO : Configuration: [2022-03-13 13:14:19 main:475] : INFO : Model type: GRU [2022-03-13 13:14:19 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-13 13:14:20 main:477] : INFO : Max Epochs: 2048 [2022-03-13 13:14:20 main:478] : INFO : Batch Size: 128 [2022-03-13 13:14:20 main:479] : INFO : Learning Rate: 0.01 [2022-03-13 13:14:20 main:480] : INFO : Patience: 10 [2022-03-13 13:14:20 main:481] : INFO : Hidden Width: 12 [2022-03-13 13:14:20 main:482] : INFO : # Recurrent Layers: 4 [2022-03-13 13:14:20 main:483] : INFO : # Backend Layers: 4 [2022-03-13 13:14:20 main:484] : INFO : # Threads: 1 [2022-03-13 13:14:21 main:486] : INFO : Preparing Dataset [2022-03-13 13:14:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-13 13:14:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-13 13:14:23 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-13 13:14:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-13 13:14:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-13 13:14:23 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-13 13:14:23 main:494] : INFO : Creating Model [2022-03-13 13:14:24 main:507] : INFO : Preparing config file [2022-03-13 13:14:24 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-13 13:14:24 main:512] : INFO : Loading config [2022-03-13 13:14:24 main:514] : INFO : Loading state [2022-03-13 13:14:25 main:559] : INFO : Loading DataLoader into Memory [2022-03-13 13:14:25 main:562] : INFO : Starting Training [2022-03-13 13:14:27 main:574] : INFO : Epoch 1920 | loss: 0.0315996 | val_loss: 0.0312932 | Time: 2578.15 ms [2022-03-13 13:14:30 main:574] : INFO : Epoch 1921 | loss: 0.031296 | val_loss: 0.0312691 | Time: 2335.98 ms [2022-03-13 13:14:32 main:574] : INFO : Epoch 1922 | loss: 0.0312611 | val_loss: 0.0312549 | Time: 2326.73 ms [2022-03-13 13:14:35 main:574] : INFO : Epoch 1923 | loss: 0.0312543 | val_loss: 0.0312508 | Time: 2547.25 ms [2022-03-13 13:14:38 main:574] : INFO : Epoch 1924 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 2427.42 ms [2022-03-13 13:14:40 main:574] : INFO : Epoch 1925 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2548.86 ms [2022-03-13 13:14:43 main:574] : INFO : Epoch 1926 | loss: 0.0312513 | val_loss: 0.0312518 | Time: 2534.21 ms [2022-03-13 13:14:46 main:574] : INFO : Epoch 1927 | loss: 0.0312526 | val_loss: 0.0312496 | Time: 2561.28 ms [2022-03-13 13:14:48 main:574] : INFO : Epoch 1928 | loss: 0.03125 | val_loss: 0.0312464 | Time: 2563.07 ms [2022-03-13 13:14:51 main:574] : INFO : Epoch 1929 | loss: 0.031249 | val_loss: 0.031249 | Time: 2555.66 ms [2022-03-13 13:14:54 main:574] : INFO : Epoch 1930 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2507.05 ms [2022-03-13 13:14:56 main:574] : INFO : Epoch 1931 | loss: 0.0312876 | val_loss: 0.031309 | Time: 2550.64 ms [2022-03-13 13:14:59 main:574] : INFO : Epoch 1932 | loss: 0.0312639 | val_loss: 0.0312551 | Time: 2544.84 ms [2022-03-13 13:15:02 main:574] : INFO : Epoch 1933 | loss: 0.031251 | val_loss: 0.0312493 | Time: 2558.95 ms [2022-03-13 13:15:04 main:574] : INFO : Epoch 1934 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 2538.39 ms [2022-03-13 13:15:07 main:574] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312484 | Time: 2560.29 ms [2022-03-13 13:15:09 main:574] : INFO : Epoch 1936 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 2449.29 ms [2022-03-13 13:15:12 main:574] : INFO : Epoch 1937 | loss: 0.031248 | val_loss: 0.0312475 | Time: 2562.36 ms [2022-03-13 13:15:15 main:574] : INFO : Epoch 1938 | loss: 0.0312495 | val_loss: 0.0312525 | Time: 2568.78 ms [2022-03-13 13:15:17 main:574] : INFO : Epoch 1939 | loss: 0.0312498 | val_loss: 0.031253 | Time: 2537.07 ms [2022-03-13 13:15:20 main:574] : INFO : Epoch 1940 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2551.69 ms [2022-03-13 13:15:23 main:574] : INFO : Epoch 1941 | loss: 0.0312494 | val_loss: 0.0312477 | Time: 2536.22 ms [2022-03-13 13:15:25 main:574] : INFO : Epoch 1942 | loss: 0.0312479 | val_loss: 0.0312525 | Time: 2491.82 ms [2022-03-13 13:15:28 main:574] : INFO : Epoch 1943 | loss: 0.0312488 | val_loss: 0.0312505 | Time: 2446.74 ms [2022-03-13 13:15:31 main:574] : INFO : Epoch 1944 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 2536.76 ms [2022-03-13 13:15:34 main:574] : INFO : Epoch 1945 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2540.65 ms [2022-03-13 13:15:36 main:574] : INFO : Epoch 1946 | loss: 0.0312486 | val_loss: 0.0312465 | Time: 2418.48 ms [2022-03-13 13:15:39 main:574] : INFO : Epoch 1947 | loss: 0.0312494 | val_loss: 0.0312478 | Time: 2529.49 ms [2022-03-13 13:15:42 main:574] : INFO : Epoch 1948 | loss: 0.0312464 | val_loss: 0.0312484 | Time: 2530.78 ms [2022-03-13 13:15:44 main:574] : INFO : Epoch 1949 | loss: 0.0312486 | val_loss: 0.0312506 | Time: 2567.83 ms [2022-03-13 13:15:47 main:574] : INFO : Epoch 1950 | loss: 0.031247 | val_loss: 0.0312453 | Time: 2558.91 ms [2022-03-13 13:15:50 main:574] : INFO : Epoch 1951 | loss: 0.0312453 | val_loss: 0.0312465 | Time: 2569.47 ms [2022-03-13 13:15:52 main:574] : INFO : Epoch 1952 | loss: 0.0312472 | val_loss: 0.0312494 | Time: 2445.5 ms [2022-03-13 13:15:55 main:574] : INFO : Epoch 1953 | loss: 0.031246 | val_loss: 0.0312453 | Time: 2489.2 ms [2022-03-13 13:15:58 main:574] : INFO : Epoch 1954 | loss: 0.0312452 | val_loss: 0.0312484 | Time: 2554.54 ms [2022-03-13 13:16:00 main:574] : INFO : Epoch 1955 | loss: 0.0312497 | val_loss: 0.0312439 | Time: 2555.72 ms [2022-03-13 13:16:03 main:574] : INFO : Epoch 1956 | loss: 0.0312499 | val_loss: 0.0312524 | Time: 2441.02 ms [2022-03-13 13:16:06 main:574] : INFO : Epoch 1957 | loss: 0.0312486 | val_loss: 0.0312454 | Time: 2532.61 ms [2022-03-13 13:16:09 main:574] : INFO : Epoch 1958 | loss: 0.0312441 | val_loss: 0.0312432 | Time: 2567.8 ms [2022-03-13 13:16:11 main:574] : INFO : Epoch 1959 | loss: 0.031245 | val_loss: 0.0312437 | Time: 2527.48 ms [2022-03-13 13:16:14 main:574] : INFO : Epoch 1960 | loss: 0.031245 | val_loss: 0.0312469 | Time: 2567.75 ms [2022-03-13 13:16:17 main:574] : INFO : Epoch 1961 | loss: 0.0312454 | val_loss: 0.0312427 | Time: 2565.99 ms [2022-03-13 13:16:19 main:574] : INFO : Epoch 1962 | loss: 0.0312433 | val_loss: 0.0312435 | Time: 2444.43 ms [2022-03-13 13:16:22 main:574] : INFO : Epoch 1963 | loss: 0.0312435 | val_loss: 0.0312508 | Time: 2422.52 ms [2022-03-13 13:16:24 main:574] : INFO : Epoch 1964 | loss: 0.0312486 | val_loss: 0.031243 | Time: 2561.71 ms [2022-03-13 13:16:27 main:574] : INFO : Epoch 1965 | loss: 0.0312442 | val_loss: 0.031244 | Time: 2491.47 ms [2022-03-13 13:16:30 main:574] : INFO : Epoch 1966 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 2499.64 ms [2022-03-13 13:16:32 main:574] : INFO : Epoch 1967 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 2562.96 ms [2022-03-13 13:16:35 main:574] : INFO : Epoch 1968 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 2567.27 ms [2022-03-13 13:16:38 main:574] : INFO : Epoch 1969 | loss: 0.0312446 | val_loss: 0.0312431 | Time: 2487.45 ms [2022-03-13 13:16:40 main:574] : INFO : Epoch 1970 | loss: 0.0312438 | val_loss: 0.0312468 | Time: 2550.26 ms [2022-03-13 13:16:43 main:574] : INFO : Epoch 1971 | loss: 0.031243 | val_loss: 0.0312443 | Time: 2536.1 ms [2022-03-13 13:16:46 main:574] : INFO : Epoch 1972 | loss: 0.0312453 | val_loss: 0.0312432 | Time: 2505.64 ms [2022-03-13 13:16:48 main:574] : INFO : Epoch 1973 | loss: 0.031242 | val_loss: 0.0312458 | Time: 2497.43 ms [2022-03-13 13:16:51 main:574] : INFO : Epoch 1974 | loss: 0.0312419 | val_loss: 0.0312426 | Time: 2442.11 ms [2022-03-13 13:16:54 main:574] : INFO : Epoch 1975 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 2524.84 ms [2022-03-13 13:16:56 main:574] : INFO : Epoch 1976 | loss: 0.0312439 | val_loss: 0.031246 | Time: 2514.54 ms [2022-03-13 13:16:59 main:574] : INFO : Epoch 1977 | loss: 0.031245 | val_loss: 0.0312471 | Time: 2549.7 ms [2022-03-13 13:17:02 main:574] : INFO : Epoch 1978 | loss: 0.0312473 | val_loss: 0.0312489 | Time: 2524.6 ms [2022-03-13 13:17:05 main:574] : INFO : Epoch 1979 | loss: 0.031247 | val_loss: 0.0312459 | Time: 2563.68 ms [2022-03-13 13:17:07 main:574] : INFO : Epoch 1980 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 2540.68 ms [2022-03-13 13:17:10 main:574] : INFO : Epoch 1981 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 2552.17 ms [2022-03-13 13:17:13 main:574] : INFO : Epoch 1982 | loss: 0.0312429 | val_loss: 0.0312436 | Time: 2569.92 ms [2022-03-13 13:17:15 main:574] : INFO : Epoch 1983 | loss: 0.0312418 | val_loss: 0.0312439 | Time: 2569.59 ms [2022-03-13 13:17:18 main:574] : INFO : Epoch 1984 | loss: 0.0312414 | val_loss: 0.0312444 | Time: 2508.07 ms [2022-03-13 13:17:21 main:574] : INFO : Epoch 1985 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 2559.46 ms [2022-03-13 13:17:23 main:574] : INFO : Epoch 1986 | loss: 0.0312411 | val_loss: 0.0312435 | Time: 2562.33 ms [2022-03-13 13:17:26 main:574] : INFO : Epoch 1987 | loss: 0.0312431 | val_loss: 0.0312435 | Time: 2558.92 ms [2022-03-13 13:17:29 main:574] : INFO : Epoch 1988 | loss: 0.0312428 | val_loss: 0.0312462 | Time: 2548.63 ms [2022-03-13 13:17:31 main:574] : INFO : Epoch 1989 | loss: 0.0312415 | val_loss: 0.0312487 | Time: 2451.05 ms [2022-03-13 13:17:34 main:574] : INFO : Epoch 1990 | loss: 0.0312413 | val_loss: 0.0312437 | Time: 2564.03 ms [2022-03-13 13:17:36 main:574] : INFO : Epoch 1991 | loss: 0.0312404 | val_loss: 0.0312468 | Time: 2572.71 ms [2022-03-13 13:17:39 main:574] : INFO : Epoch 1992 | loss: 0.0312412 | val_loss: 0.0312416 | Time: 2563.65 ms [2022-03-13 13:17:42 main:574] : INFO : Epoch 1993 | loss: 0.0312397 | val_loss: 0.0312419 | Time: 2566.6 ms [2022-03-13 13:17:44 main:574] : INFO : Epoch 1994 | loss: 0.0312401 | val_loss: 0.0312423 | Time: 2455.59 ms [2022-03-13 13:17:47 main:574] : INFO : Epoch 1995 | loss: 0.0312402 | val_loss: 0.0312429 | Time: 2517.23 ms [2022-03-13 13:17:49 main:574] : INFO : Epoch 1996 | loss: 0.0312412 | val_loss: 0.0312421 | Time: 2455.61 ms [2022-03-13 13:17:52 main:574] : INFO : Epoch 1997 | loss: 0.0312406 | val_loss: 0.0312455 | Time: 2465.17 ms [2022-03-13 13:17:55 main:574] : INFO : Epoch 1998 | loss: 0.0312456 | val_loss: 0.0312475 | Time: 2341.46 ms [2022-03-13 13:17:57 main:574] : INFO : Epoch 1999 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 2451.81 ms [2022-03-13 13:18:00 main:574] : INFO : Epoch 2000 | loss: 0.0312439 | val_loss: 0.0312518 | Time: 2524.03 ms [2022-03-13 13:18:03 main:574] : INFO : Epoch 2001 | loss: 0.0312422 | val_loss: 0.0312419 | Time: 2573.98 ms [2022-03-13 13:18:05 main:574] : INFO : Epoch 2002 | loss: 0.0312393 | val_loss: 0.0312415 | Time: 2458.59 ms [2022-03-13 13:18:08 main:574] : INFO : Epoch 2003 | loss: 0.0312395 | val_loss: 0.0312407 | Time: 2558.36 ms [2022-03-13 13:18:10 main:574] : INFO : Epoch 2004 | loss: 0.031239 | val_loss: 0.0312424 | Time: 2568.14 ms [2022-03-13 13:18:13 main:574] : INFO : Epoch 2005 | loss: 0.0312392 | val_loss: 0.0312421 | Time: 2458.5 ms [2022-03-13 13:18:16 main:574] : INFO : Epoch 2006 | loss: 0.0312396 | val_loss: 0.0312414 | Time: 2547.93 ms [2022-03-13 13:18:18 main:574] : INFO : Epoch 2007 | loss: 0.0312429 | val_loss: 0.0312404 | Time: 2451.6 ms [2022-03-13 13:18:21 main:574] : INFO : Epoch 2008 | loss: 0.0312417 | val_loss: 0.031247 | Time: 2543.13 ms [2022-03-13 13:18:23 main:574] : INFO : Epoch 2009 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 2563.76 ms [2022-03-13 13:18:26 main:574] : INFO : Epoch 2010 | loss: 0.0312401 | val_loss: 0.0312416 | Time: 2443.4 ms [2022-03-13 13:18:29 main:574] : INFO : Epoch 2011 | loss: 0.0312403 | val_loss: 0.0312459 | Time: 2461.38 ms [2022-03-13 13:18:31 main:574] : INFO : Epoch 2012 | loss: 0.0312403 | val_loss: 0.0312406 | Time: 2545.31 ms [2022-03-13 13:18:34 main:574] : INFO : Epoch 2013 | loss: 0.0312389 | val_loss: 0.0312392 | Time: 2450.5 ms [2022-03-13 13:18:37 main:574] : INFO : Epoch 2014 | loss: 0.031237 | val_loss: 0.0312388 | Time: 2551.49 ms [2022-03-13 13:18:39 main:574] : INFO : Epoch 2015 | loss: 0.0312391 | val_loss: 0.0312408 | Time: 2532.47 ms [2022-03-13 13:18:42 main:574] : INFO : Epoch 2016 | loss: 0.0312377 | val_loss: 0.0312395 | Time: 2353.87 ms [2022-03-13 13:18:44 main:574] : INFO : Epoch 2017 | loss: 0.0312377 | val_loss: 0.031244 | Time: 2503.56 ms [2022-03-13 13:18:47 main:574] : INFO : Epoch 2018 | loss: 0.0312372 | val_loss: 0.0312405 | Time: 2502.86 ms [2022-03-13 13:18:49 main:574] : INFO : Epoch 2019 | loss: 0.0312388 | val_loss: 0.0312461 | Time: 2451.91 ms [2022-03-13 13:18:52 main:574] : INFO : Epoch 2020 | loss: 0.031241 | val_loss: 0.031241 | Time: 2535.02 ms [2022-03-13 13:18:55 main:574] : INFO : Epoch 2021 | loss: 0.0312373 | val_loss: 0.0312454 | Time: 2442.49 ms [2022-03-13 13:18:57 main:574] : INFO : Epoch 2022 | loss: 0.0312376 | val_loss: 0.0312384 | Time: 2544.49 ms [2022-03-13 13:19:00 main:574] : INFO : Epoch 2023 | loss: 0.0312352 | val_loss: 0.0312382 | Time: 2570.05 ms [2022-03-13 13:19:03 main:574] : INFO : Epoch 2024 | loss: 0.0312355 | val_loss: 0.031239 | Time: 2560.89 ms [2022-03-13 13:19:05 main:574] : INFO : Epoch 2025 | loss: 0.0312352 | val_loss: 0.0312381 | Time: 2495.83 ms [2022-03-13 13:19:08 main:574] : INFO : Epoch 2026 | loss: 0.0312362 | val_loss: 0.0312437 | Time: 2544.68 ms [2022-03-13 13:19:11 main:574] : INFO : Epoch 2027 | loss: 0.0312375 | val_loss: 0.0312388 | Time: 2571.72 ms [2022-03-13 13:19:13 main:574] : INFO : Epoch 2028 | loss: 0.0312366 | val_loss: 0.0312378 | Time: 2463.62 ms [2022-03-13 13:19:16 main:574] : INFO : Epoch 2029 | loss: 0.0312356 | val_loss: 0.0312402 | Time: 2342.06 ms [2022-03-13 13:19:18 main:574] : INFO : Epoch 2030 | loss: 0.0312357 | val_loss: 0.0312377 | Time: 2502.27 ms [2022-03-13 13:19:21 main:574] : INFO : Epoch 2031 | loss: 0.03124 | val_loss: 0.0312478 | Time: 2503.58 ms [2022-03-13 13:19:23 main:574] : INFO : Epoch 2032 | loss: 0.0312366 | val_loss: 0.0312379 | Time: 2553.39 ms [2022-03-13 13:19:26 main:574] : INFO : Epoch 2033 | loss: 0.0312372 | val_loss: 0.0312366 | Time: 2508.22 ms [2022-03-13 13:19:29 main:574] : INFO : Epoch 2034 | loss: 0.031235 | val_loss: 0.0312385 | Time: 2357.19 ms [2022-03-13 13:19:31 main:574] : INFO : Epoch 2035 | loss: 0.0312383 | val_loss: 0.0312376 | Time: 2502.56 ms [2022-03-13 13:19:34 main:574] : INFO : Epoch 2036 | loss: 0.0312371 | val_loss: 0.0312371 | Time: 2530.07 ms [2022-03-13 13:19:36 main:574] : INFO : Epoch 2037 | loss: 0.0312374 | val_loss: 0.0312386 | Time: 2557.63 ms [2022-03-13 13:19:39 main:574] : INFO : Epoch 2038 | loss: 0.0312352 | val_loss: 0.0312361 | Time: 2567.81 ms [2022-03-13 13:19:42 main:574] : INFO : Epoch 2039 | loss: 0.031238 | val_loss: 0.0312384 | Time: 2465.46 ms [2022-03-13 13:19:45 main:574] : INFO : Epoch 2040 | loss: 0.0312352 | val_loss: 0.0312365 | Time: 2580.92 ms [2022-03-13 13:19:47 main:574] : INFO : Epoch 2041 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 2341.88 ms [2022-03-13 13:19:50 main:574] : INFO : Epoch 2042 | loss: 0.0312344 | val_loss: 0.0312365 | Time: 2450.25 ms [2022-03-13 13:19:52 main:574] : INFO : Epoch 2043 | loss: 0.0312363 | val_loss: 0.0312442 | Time: 2348.87 ms [2022-03-13 13:19:54 main:574] : INFO : Epoch 2044 | loss: 0.0312374 | val_loss: 0.0312379 | Time: 2344.09 ms [2022-03-13 13:19:57 main:574] : INFO : Epoch 2045 | loss: 0.0312344 | val_loss: 0.0312369 | Time: 2564.76 ms [2022-03-13 13:20:00 main:574] : INFO : Epoch 2046 | loss: 0.0312359 | val_loss: 0.03124 | Time: 2541.61 ms [2022-03-13 13:20:02 main:574] : INFO : Epoch 2047 | loss: 0.0312352 | val_loss: 0.0312395 | Time: 2505.86 ms [2022-03-13 13:20:05 main:574] : INFO : Epoch 2048 | loss: 0.0312358 | val_loss: 0.0312367 | Time: 2506.7 ms [2022-03-13 13:20:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312367 [2022-03-13 13:20:05 main:603] : INFO : Saving end state to config to file [2022-03-13 13:20:05 main:608] : INFO : Success, exiting.. 13:20:05 (10200): 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)