Task 12602297
| Name | ParityModified-1645992070-1985-2-0_0 |
| Workunit | 9759521 |
| Created | 6 Mar 2022, 10:40:54 UTC |
| Sent | 7 Mar 2022, 19:03:48 UTC |
| Report deadline | 15 Mar 2022, 19:03:48 UTC |
| Received | 9 Mar 2022, 2:21:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 37 min 31 sec |
| CPU time | 1 hours 35 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0312443 | val_loss: 0.0312459 | Time: 3551.57 ms [2022-03-09 01:57:57 main:574] : INFO : Epoch 1543 | loss: 0.0312443 | val_loss: 0.0312472 | Time: 3076.03 ms [2022-03-09 01:58:00 main:574] : INFO : Epoch 1544 | loss: 0.031245 | val_loss: 0.0312438 | Time: 2722.3 ms [2022-03-09 01:58:02 main:574] : INFO : Epoch 1545 | loss: 0.0312444 | val_loss: 0.0312437 | Time: 2589.26 ms [2022-03-09 01:58:05 main:574] : INFO : Epoch 1546 | loss: 0.0312434 | val_loss: 0.031244 | Time: 2667.16 ms [2022-03-09 01:58:08 main:574] : INFO : Epoch 1547 | loss: 0.0312432 | val_loss: 0.031244 | Time: 2634.09 ms [2022-03-09 01:58:10 main:574] : INFO : Epoch 1548 | loss: 0.0312442 | val_loss: 0.031246 | Time: 2490.19 ms [2022-03-09 01:58:13 main:574] : INFO : Epoch 1549 | loss: 0.0312464 | val_loss: 0.0312546 | Time: 3057.13 ms [2022-03-09 01:58:17 main:574] : INFO : Epoch 1550 | loss: 0.0312481 | val_loss: 0.0312458 | Time: 3177.54 ms [2022-03-09 01:58:20 main:574] : INFO : Epoch 1551 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 2922.81 ms [2022-03-09 01:58:22 main:574] : INFO : Epoch 1552 | loss: 0.0312454 | val_loss: 0.0312489 | Time: 2565.74 ms [2022-03-09 01:58:25 main:574] : INFO : Epoch 1553 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 2742.87 ms [2022-03-09 01:58:28 main:574] : INFO : Epoch 1554 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 2588.32 ms [2022-03-09 01:58:30 main:574] : INFO : Epoch 1555 | loss: 0.0312432 | val_loss: 0.0312455 | Time: 2545.89 ms [2022-03-09 01:58:33 main:574] : INFO : Epoch 1556 | loss: 0.0312432 | val_loss: 0.0312471 | Time: 3242.3 ms [2022-03-09 01:58:36 main:574] : INFO : Epoch 1557 | loss: 0.031245 | val_loss: 0.0312442 | Time: 2489.03 ms [2022-03-09 01:58:39 main:574] : INFO : Epoch 1558 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 3447.96 ms [2022-03-09 01:58:43 main:574] : INFO : Epoch 1559 | loss: 0.0312467 | val_loss: 0.0312432 | Time: 3270.05 ms [2022-03-09 01:58:46 main:574] : INFO : Epoch 1560 | loss: 0.0312473 | val_loss: 0.0312515 | Time: 3066.79 ms [2022-03-09 01:58:49 main:574] : INFO : Epoch 1561 | loss: 0.0312449 | val_loss: 0.0312431 | Time: 2937.93 ms [2022-03-09 01:58:52 main:574] : INFO : Epoch 1562 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 2776.09 ms [2022-03-09 01:58:54 main:574] : INFO : Epoch 1563 | loss: 0.0312428 | val_loss: 0.031243 | Time: 2765.9 ms [2022-03-09 01:58:58 main:574] : INFO : Epoch 1564 | loss: 0.0312437 | val_loss: 0.0312451 | Time: 3231.88 ms [2022-03-09 01:59:01 main:574] : INFO : Epoch 1565 | loss: 0.0312441 | val_loss: 0.0312438 | Time: 2749.99 ms [2022-03-09 01:59:03 main:574] : INFO : Epoch 1566 | loss: 0.0312489 | val_loss: 0.0312462 | Time: 2755.2 ms [2022-03-09 01:59:06 main:574] : INFO : Epoch 1567 | loss: 0.031244 | val_loss: 0.0312456 | Time: 3025.94 ms [2022-03-09 01:59:09 main:574] : INFO : Epoch 1568 | loss: 0.0312429 | val_loss: 0.0312432 | Time: 3080.32 ms [2022-03-09 01:59:12 main:574] : INFO : Epoch 1569 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 2892.73 ms [2022-03-09 01:59:15 main:574] : INFO : Epoch 1570 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 2722.18 ms [2022-03-09 01:59:18 main:574] : INFO : Epoch 1571 | loss: 0.0312435 | val_loss: 0.0312427 | Time: 2707.33 ms [2022-03-09 01:59:21 main:574] : INFO : Epoch 1572 | loss: 0.0312437 | val_loss: 0.0312434 | Time: 2868.43 ms [2022-03-09 01:59:24 main:574] : INFO : Epoch 1573 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2773.4 ms [2022-03-09 01:59:26 main:574] : INFO : Epoch 1574 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2737.94 ms [2022-03-09 01:59:30 main:574] : INFO : Epoch 1575 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 3016.05 ms [2022-03-09 01:59:33 main:574] : INFO : Epoch 1576 | loss: 0.0312439 | val_loss: 0.0312501 | Time: 3214.15 ms [2022-03-09 01:59:35 main:574] : INFO : Epoch 1577 | loss: 0.0312457 | val_loss: 0.0312493 | Time: 2596.13 ms [2022-03-09 01:59:38 main:574] : INFO : Epoch 1578 | loss: 0.0312451 | val_loss: 0.0312434 | Time: 2518.06 ms [2022-03-09 01:59:41 main:574] : INFO : Epoch 1579 | loss: 0.0312445 | val_loss: 0.0312434 | Time: 2725.8 ms [2022-03-09 01:59:44 main:574] : INFO : Epoch 1580 | loss: 0.031243 | val_loss: 0.0312446 | Time: 2774.65 ms [2022-03-09 01:59:47 main:574] : INFO : Epoch 1581 | loss: 0.0312428 | val_loss: 0.0312431 | Time: 3251.87 ms [2022-03-09 01:59:51 main:574] : INFO : Epoch 1582 | loss: 0.0312442 | val_loss: 0.0312455 | Time: 3639.03 ms [2022-03-09 01:59:54 main:574] : INFO : Epoch 1583 | loss: 0.0312435 | val_loss: 0.0312463 | Time: 3559.31 ms [2022-03-09 01:59:58 main:574] : INFO : Epoch 1584 | loss: 0.031247 | val_loss: 0.0312497 | Time: 3431.6 ms [2022-03-09 02:00:01 main:574] : INFO : Epoch 1585 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 2756.81 ms [2022-03-09 02:00:03 main:574] : INFO : Epoch 1586 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 2810.65 ms [2022-03-09 02:00:07 main:574] : INFO : Epoch 1587 | loss: 0.0312444 | val_loss: 0.0312429 | Time: 3101.13 ms [2022-03-09 02:00:10 main:574] : INFO : Epoch 1588 | loss: 0.0312435 | val_loss: 0.0312429 | Time: 3228.91 ms [2022-03-09 02:00:13 main:574] : INFO : Epoch 1589 | loss: 0.0312432 | val_loss: 0.031243 | Time: 3016.9 ms [2022-03-09 02:00:16 main:574] : INFO : Epoch 1590 | loss: 0.031243 | val_loss: 0.0312441 | Time: 2540.99 ms [2022-03-09 02:00:20 main:574] : INFO : Epoch 1591 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 4549.64 ms [2022-03-09 02:00:23 main:574] : INFO : Epoch 1592 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 3352.97 ms [2022-03-09 02:00:26 main:574] : INFO : Epoch 1593 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 2549.3 ms [2022-03-09 02:00:30 main:574] : INFO : Epoch 1594 | loss: 0.0312436 | val_loss: 0.0312432 | Time: 3471.37 ms [2022-03-09 02:00:33 main:574] : INFO : Epoch 1595 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 2909.22 ms [2022-03-09 02:00:35 main:574] : INFO : Epoch 1596 | loss: 0.0312426 | val_loss: 0.0312477 | Time: 2817.08 ms [2022-03-09 02:00:38 main:574] : INFO : Epoch 1597 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 2744.73 ms [2022-03-09 02:00:42 main:574] : INFO : Epoch 1598 | loss: 0.0312431 | val_loss: 0.031243 | Time: 3545.84 ms [2022-03-09 02:00:45 main:574] : INFO : Epoch 1599 | loss: 0.031243 | val_loss: 0.0312452 | Time: 3007.64 ms [2022-03-09 02:00:48 main:574] : INFO : Epoch 1600 | loss: 0.0312478 | val_loss: 0.0312455 | Time: 2777.99 ms [2022-03-09 02:00:51 main:574] : INFO : Epoch 1601 | loss: 0.0312455 | val_loss: 0.0312427 | Time: 2711.46 ms [2022-03-09 02:00:54 main:574] : INFO : Epoch 1602 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 3113.88 ms [2022-03-09 02:00:57 main:574] : INFO : Epoch 1603 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 2880.52 ms [2022-03-09 02:01:00 main:574] : INFO : Epoch 1604 | loss: 0.0312425 | val_loss: 0.0312429 | Time: 3243.57 ms [2022-03-09 02:01:04 main:574] : INFO : Epoch 1605 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 3468.06 ms [2022-03-09 02:01:06 main:574] : INFO : Epoch 1606 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 2670.28 ms [2022-03-09 02:01:10 main:574] : INFO : Epoch 1607 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 3249.05 ms [2022-03-09 02:01:12 main:574] : INFO : Epoch 1608 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 2911.45 ms [2022-03-09 02:01:16 main:574] : INFO : Epoch 1609 | loss: 0.0312427 | val_loss: 0.0312428 | Time: 3058.6 ms [2022-03-09 02:01:19 main:574] : INFO : Epoch 1610 | loss: 0.0312433 | val_loss: 0.0312429 | Time: 3025.32 ms [2022-03-09 02:01:22 main:574] : INFO : Epoch 1611 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 2896.36 ms [2022-03-09 02:01:25 main:574] : INFO : Epoch 1612 | loss: 0.0312438 | val_loss: 0.0312432 | Time: 2872.25 ms [2022-03-09 02:01:27 main:574] : INFO : Epoch 1613 | loss: 0.0312451 | val_loss: 0.0312437 | Time: 2455.23 ms [2022-03-09 02:01:30 main:574] : INFO : Epoch 1614 | loss: 0.0312438 | val_loss: 0.0312448 | Time: 2836.84 ms [2022-03-09 02:01:33 main:574] : INFO : Epoch 1615 | loss: 0.0312429 | val_loss: 0.0312427 | Time: 2776.72 ms [2022-03-09 02:01:36 main:574] : INFO : Epoch 1616 | loss: 0.0312438 | val_loss: 0.0312459 | Time: 3240.87 ms [2022-03-09 02:01:39 main:574] : INFO : Epoch 1617 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 2969.52 ms [2022-03-09 02:01:42 main:574] : INFO : Epoch 1618 | loss: 0.0312451 | val_loss: 0.0312467 | Time: 3054.64 ms [2022-03-09 02:01:45 main:574] : INFO : Epoch 1619 | loss: 0.0312451 | val_loss: 0.0312435 | Time: 2663.27 ms [2022-03-09 02:01:48 main:574] : INFO : Epoch 1620 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 3037.05 ms [2022-03-09 02:01:51 main:574] : INFO : Epoch 1621 | loss: 0.0312432 | val_loss: 0.0312453 | Time: 2765.62 ms [2022-03-09 02:01:54 main:574] : INFO : Epoch 1622 | loss: 0.031243 | val_loss: 0.0312428 | Time: 2753.84 ms [2022-03-09 02:01:57 main:574] : INFO : Epoch 1623 | loss: 0.0312431 | val_loss: 0.0312472 | Time: 2846.62 ms [2022-03-09 02:02:00 main:574] : INFO : Epoch 1624 | loss: 0.0312435 | val_loss: 0.0312427 | Time: 3033.7 ms [2022-03-09 02:02:03 main:574] : INFO : Epoch 1625 | loss: 0.0312429 | val_loss: 0.0312427 | Time: 2799.8 ms [2022-03-09 02:02:05 main:574] : INFO : Epoch 1626 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 2808.01 ms [2022-03-09 02:02:09 main:574] : INFO : Epoch 1627 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 3106.29 ms [2022-03-09 02:02:11 main:574] : INFO : Epoch 1628 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 2705.25 ms [2022-03-09 02:02:14 main:574] : INFO : Epoch 1629 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 2796.14 ms [2022-03-09 02:02:17 main:574] : INFO : Epoch 1630 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 2736.03 ms [2022-03-09 02:02:20 main:574] : INFO : Epoch 1631 | loss: 0.0312433 | val_loss: 0.0312433 | Time: 2764.65 ms [2022-03-09 02:02:23 main:574] : INFO : Epoch 1632 | loss: 0.0312426 | val_loss: 0.0312424 | Time: 3060.96 ms [2022-03-09 02:02:26 main:574] : INFO : Epoch 1633 | loss: 0.0312429 | val_loss: 0.0312444 | Time: 2869.48 ms [2022-03-09 02:02:29 main:574] : INFO : Epoch 1634 | loss: 0.031244 | val_loss: 0.0312493 | Time: 3128.98 ms [2022-03-09 02:02:32 main:574] : INFO : Epoch 1635 | loss: 0.0312445 | val_loss: 0.031243 | Time: 2949.07 ms [2022-03-09 02:02:35 main:574] : INFO : Epoch 1636 | loss: 0.0312431 | val_loss: 0.0312428 | Time: 2597.86 ms [2022-03-09 02:02:38 main:574] : INFO : Epoch 1637 | loss: 0.0312425 | val_loss: 0.0312438 | Time: 3210.76 ms [2022-03-09 02:02:41 main:574] : INFO : Epoch 1638 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 2783.48 ms [2022-03-09 02:02:44 main:574] : INFO : Epoch 1639 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2740.8 ms [2022-03-09 02:02:46 main:574] : INFO : Epoch 1640 | loss: 0.031243 | val_loss: 0.0312424 | Time: 2649.35 ms [2022-03-09 02:02:49 main:574] : INFO : Epoch 1641 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 2806.65 ms [2022-03-09 02:02:52 main:574] : INFO : Epoch 1642 | loss: 0.0312427 | val_loss: 0.0312435 | Time: 3175.59 ms [2022-03-09 02:02:56 main:574] : INFO : Epoch 1643 | loss: 0.0312423 | val_loss: 0.0312449 | Time: 3805.84 ms [2022-03-09 02:02:59 main:574] : INFO : Epoch 1644 | loss: 0.0312436 | val_loss: 0.0312428 | Time: 2727.23 ms [2022-03-09 02:03:02 main:574] : INFO : Epoch 1645 | loss: 0.031243 | val_loss: 0.0312439 | Time: 2448.7 ms [2022-03-09 02:03:05 main:574] : INFO : Epoch 1646 | loss: 0.0312428 | val_loss: 0.0312461 | Time: 3137.79 ms [2022-03-09 02:03:08 main:574] : INFO : Epoch 1647 | loss: 0.0312455 | val_loss: 0.0312479 | Time: 3005.58 ms [2022-03-09 02:03:10 main:574] : INFO : Epoch 1648 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 2380.78 ms [2022-03-09 02:03:13 main:574] : INFO : Epoch 1649 | loss: 0.0312432 | val_loss: 0.0312433 | Time: 2431.67 ms [2022-03-09 02:03:16 main:574] : INFO : Epoch 1650 | loss: 0.0312445 | val_loss: 0.0312449 | Time: 2944.39 ms [2022-03-09 02:03:20 main:574] : INFO : Epoch 1651 | loss: 0.0312438 | val_loss: 0.0312439 | Time: 3720.35 ms [2022-03-09 02:03:23 main:574] : INFO : Epoch 1652 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 3218.94 ms [2022-03-09 02:03:25 main:574] : INFO : Epoch 1653 | loss: 0.031243 | val_loss: 0.0312436 | Time: 2487.26 ms [2022-03-09 02:03:28 main:574] : INFO : Epoch 1654 | loss: 0.0312437 | val_loss: 0.0312456 | Time: 2461.65 ms [2022-03-09 02:03:30 main:574] : INFO : Epoch 1655 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 2559.06 ms [2022-03-09 02:03:33 main:574] : INFO : Epoch 1656 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 2580.38 ms [2022-03-09 02:03:36 main:574] : INFO : Epoch 1657 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 2528.24 ms [2022-03-09 02:03:38 main:574] : INFO : Epoch 1658 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 2560.83 ms [2022-03-09 02:03:41 main:574] : INFO : Epoch 1659 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 2667.12 ms [2022-03-09 02:03:45 main:574] : INFO : Epoch 1660 | loss: 0.0312435 | val_loss: 0.0312441 | Time: 3502.56 ms [2022-03-09 02:03:48 main:574] : INFO : Epoch 1661 | loss: 0.0312435 | val_loss: 0.0312448 | Time: 3098.8 ms [2022-03-09 02:03:50 main:574] : INFO : Epoch 1662 | loss: 0.0312432 | val_loss: 0.0312425 | Time: 2588.42 ms [2022-03-09 02:03:53 main:574] : INFO : Epoch 1663 | loss: 0.031242 | val_loss: 0.0312428 | Time: 2636.13 ms [2022-03-09 02:03:56 main:574] : INFO : Epoch 1664 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 2562.79 ms [2022-03-09 02:03:58 main:574] : INFO : Epoch 1665 | loss: 0.0312423 | val_loss: 0.0312459 | Time: 2619.65 ms [2022-03-09 02:04:01 main:574] : INFO : Epoch 1666 | loss: 0.0312422 | val_loss: 0.0312428 | Time: 2566.88 ms [2022-03-09 02:04:03 main:574] : INFO : Epoch 1667 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 2591.79 ms [2022-03-09 02:04:06 main:574] : INFO : Epoch 1668 | loss: 0.0312434 | val_loss: 0.0312426 | Time: 2671.96 ms [2022-03-09 02:04:09 main:574] : INFO : Epoch 1669 | loss: 0.0312437 | val_loss: 0.0312436 | Time: 2936.72 ms [2022-03-09 02:04:12 main:574] : INFO : Epoch 1670 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 2717.19 ms [2022-03-09 02:04:15 main:574] : INFO : Epoch 1671 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 2672.3 ms [2022-03-09 02:04:18 main:574] : INFO : Epoch 1672 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 3128.75 ms [2022-03-09 02:04:21 main:574] : INFO : Epoch 1673 | loss: 0.0312428 | val_loss: 0.031243 | Time: 3127.27 ms [2022-03-09 02:04:24 main:574] : INFO : Epoch 1674 | loss: 0.0312428 | val_loss: 0.0312459 | Time: 2697.9 ms [2022-03-09 02:04:26 main:574] : INFO : Epoch 1675 | loss: 0.0312436 | val_loss: 0.0312468 | Time: 2626 ms [2022-03-09 02:04:29 main:574] : INFO : Epoch 1676 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 2591.15 ms [2022-03-09 02:04:32 main:574] : INFO : Epoch 1677 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 2652.7 ms [2022-03-09 02:04:34 main:574] : INFO : Epoch 1678 | loss: 0.0312427 | val_loss: 0.0312487 | Time: 2679.91 ms [2022-03-09 02:04:37 main:574] : INFO : Epoch 1679 | loss: 0.0312443 | val_loss: 0.0312429 | Time: 2886.33 ms [2022-03-09 02:04:40 main:574] : INFO : Epoch 1680 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 2613.61 ms [2022-03-09 02:04:43 main:574] : INFO : Epoch 1681 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 2648.11 ms [2022-03-09 02:04:45 main:574] : INFO : Epoch 1682 | loss: 0.0312442 | val_loss: 0.0312487 | Time: 2806.49 ms [2022-03-09 02:04:48 main:574] : INFO : Epoch 1683 | loss: 0.031244 | val_loss: 0.0312425 | Time: 2838.85 ms [2022-03-09 02:04:51 main:574] : INFO : Epoch 1684 | loss: 0.0312442 | val_loss: 0.0312457 | Time: 2985.41 ms [2022-03-09 02:04:54 main:574] : INFO : Epoch 1685 | loss: 0.0312438 | val_loss: 0.0312434 | Time: 2654.72 ms [2022-03-09 02:04:57 main:574] : INFO : Epoch 1686 | loss: 0.0312425 | val_loss: 0.031243 | Time: 2624.12 ms [2022-03-09 02:04:59 main:574] : INFO : Epoch 1687 | loss: 0.0312436 | val_loss: 0.0312453 | Time: 2669.27 ms [2022-03-09 02:05:02 main:574] : INFO : Epoch 1688 | loss: 0.0312441 | val_loss: 0.0312428 | Time: 2393.06 ms [2022-03-09 02:05:04 main:574] : INFO : Epoch 1689 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 2434.84 ms [2022-03-09 02:05:07 main:574] : INFO : Epoch 1690 | loss: 0.0312429 | val_loss: 0.031243 | Time: 2656.63 ms [2022-03-09 02:05:10 main:574] : INFO : Epoch 1691 | loss: 0.0312426 | val_loss: 0.0312436 | Time: 2404.86 ms [2022-03-09 02:05:12 main:574] : INFO : Epoch 1692 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 2430.05 ms [2022-03-09 02:05:14 main:574] : INFO : Epoch 1693 | loss: 0.0312437 | val_loss: 0.0312427 | Time: 2429.46 ms [2022-03-09 02:05:17 main:574] : INFO : Epoch 1694 | loss: 0.0312434 | val_loss: 0.031245 | Time: 2586.24 ms [2022-03-09 02:05:20 main:574] : INFO : Epoch 1695 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 2483.61 ms [2022-03-09 02:05:22 main:574] : INFO : Epoch 1696 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 2519.84 ms [2022-03-09 02:05:25 main:574] : INFO : Epoch 1697 | loss: 0.0312428 | val_loss: 0.0312433 | Time: 2399.07 ms [2022-03-09 02:05:27 main:574] : INFO : Epoch 1698 | loss: 0.0312436 | val_loss: 0.0312485 | Time: 2416.92 ms [2022-03-09 02:05:30 main:574] : INFO : Epoch 1699 | loss: 0.0312471 | val_loss: 0.031249 | Time: 2421.65 ms [2022-03-09 02:05:32 main:574] : INFO : Epoch 1700 | loss: 0.0312448 | val_loss: 0.0312459 | Time: 2528.42 ms [2022-03-09 02:05:35 main:574] : INFO : Epoch 1701 | loss: 0.0312435 | val_loss: 0.031243 | Time: 2393.57 ms [2022-03-09 02:05:37 main:574] : INFO : Epoch 1702 | loss: 0.0312426 | val_loss: 0.0312431 | Time: 2352.83 ms [2022-03-09 02:05:40 main:574] : INFO : Epoch 1703 | loss: 0.031242 | val_loss: 0.0312426 | Time: 2542.6 ms [2022-03-09 02:05:42 main:574] : INFO : Epoch 1704 | loss: 0.0312421 | val_loss: 0.0312426 | Time: 2284.46 ms [2022-03-09 02:05:44 main:574] : INFO : Epoch 1705 | loss: 0.0312431 | val_loss: 0.0312448 | Time: 2336.04 ms [2022-03-09 02:05:47 main:574] : INFO : Epoch 1706 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 2290.81 ms [2022-03-09 02:05:49 main:574] : INFO : Epoch 1707 | loss: 0.0312424 | val_loss: 0.0312426 | Time: 2479.63 ms [2022-03-09 02:05:52 main:574] : INFO : Epoch 1708 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 2462.71 ms [2022-03-09 02:05:54 main:574] : INFO : Epoch 1709 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 2547.58 ms [2022-03-09 02:05:57 main:574] : INFO : Epoch 1710 | loss: 0.0312436 | val_loss: 0.0312459 | Time: 2382.47 ms [2022-03-09 02:05:59 main:574] : INFO : Epoch 1711 | loss: 0.0312454 | val_loss: 0.0312462 | Time: 2306.66 ms [2022-03-09 02:06:01 main:574] : INFO : Epoch 1712 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 2329.35 ms [2022-03-09 02:06:04 main:574] : INFO : Epoch 1713 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 2443 ms [2022-03-09 02:06:06 main:574] : INFO : Epoch 1714 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 2431.52 ms [2022-03-09 02:06:09 main:574] : INFO : Epoch 1715 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2516.55 ms [2022-03-09 02:06:11 main:574] : INFO : Epoch 1716 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 2618.91 ms [2022-03-09 02:06:14 main:574] : INFO : Epoch 1717 | loss: 0.0312435 | val_loss: 0.0312432 | Time: 2492.23 ms [2022-03-09 02:06:17 main:574] : INFO : Epoch 1718 | loss: 0.0312435 | val_loss: 0.0312467 | Time: 2519.42 ms [2022-03-09 02:06:19 main:574] : INFO : Epoch 1719 | loss: 0.0312433 | val_loss: 0.031243 | Time: 2353.56 ms [2022-03-09 02:06:21 main:574] : INFO : Epoch 1720 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 2285.02 ms [2022-03-09 02:06:24 main:574] : INFO : Epoch 1721 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 2341.06 ms [2022-03-09 02:06:26 main:574] : INFO : Epoch 1722 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2346.53 ms [2022-03-09 02:06:29 main:574] : INFO : Epoch 1723 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 2537.96 ms [2022-03-09 02:06:31 main:574] : INFO : Epoch 1724 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 2589.03 ms [2022-03-09 02:06:34 main:574] : INFO : Epoch 1725 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 2379.79 ms [2022-03-09 02:06:36 main:574] : INFO : Epoch 1726 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 2605.28 ms [2022-03-09 02:06:39 main:574] : INFO : Epoch 1727 | loss: 0.0312424 | val_loss: 0.0312426 | Time: 2387.9 ms [2022-03-09 02:06:41 main:574] : INFO : Epoch 1728 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2388.12 ms [2022-03-09 02:06:44 main:574] : INFO : Epoch 1729 | loss: 0.0312429 | val_loss: 0.031243 | Time: 2362.72 ms [2022-03-09 02:06:46 main:574] : INFO : Epoch 1730 | loss: 0.0312434 | val_loss: 0.0312432 | Time: 2364.01 ms [2022-03-09 02:06:48 main:574] : INFO : Epoch 1731 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 2402.35 ms [2022-03-09 02:06:51 main:574] : INFO : Epoch 1732 | loss: 0.0312428 | val_loss: 0.0312437 | Time: 2560.78 ms [2022-03-09 02:06:53 main:574] : INFO : Epoch 1733 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 2403.89 ms [2022-03-09 02:06:56 main:574] : INFO : Epoch 1734 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 2412.47 ms [2022-03-09 02:06:59 main:574] : INFO : Epoch 1735 | loss: 0.0312446 | val_loss: 0.0312449 | Time: 2767.79 ms [2022-03-09 02:07:01 main:574] : INFO : Epoch 1736 | loss: 0.0312443 | val_loss: 0.0312437 | Time: 2543.13 ms [2022-03-09 02:07:04 main:574] : INFO : Epoch 1737 | loss: 0.0312426 | val_loss: 0.031244 | Time: 2322.41 ms [2022-03-09 02:07:06 main:574] : INFO : Epoch 1738 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 2302.94 ms [2022-03-09 02:07:08 main:574] : INFO : Epoch 1739 | loss: 0.031243 | val_loss: 0.0312434 | Time: 2366.8 ms [2022-03-09 02:07:11 main:574] : INFO : Epoch 1740 | loss: 0.0312435 | val_loss: 0.0312456 | Time: 2368.33 ms [2022-03-09 02:07:13 main:574] : INFO : Epoch 1741 | loss: 0.0312439 | val_loss: 0.0312436 | Time: 2556.89 ms [2022-03-09 02:07:16 main:574] : INFO : Epoch 1742 | loss: 0.0312433 | val_loss: 0.0312435 | Time: 2356.65 ms [2022-03-09 02:07:18 main:574] : INFO : Epoch 1743 | loss: 0.031243 | val_loss: 0.0312425 | Time: 2504.54 ms [2022-03-09 02:07:21 main:574] : INFO : Epoch 1744 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 2355.52 ms [2022-03-09 02:07:23 main:574] : INFO : Epoch 1745 | loss: 0.0312435 | val_loss: 0.0312445 | Time: 2374.62 ms [2022-03-09 02:07:26 main:574] : INFO : Epoch 1746 | loss: 0.0312444 | val_loss: 0.0312424 | Time: 2553.67 ms [2022-03-09 02:07:28 main:574] : INFO : Epoch 1747 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 2481.61 ms [2022-03-09 02:07:31 main:574] : INFO : Epoch 1748 | loss: 0.0312422 | val_loss: 0.0312459 | Time: 2546.68 ms [2022-03-09 02:07:33 main:574] : INFO : Epoch 1749 | loss: 0.0312428 | val_loss: 0.0312434 | Time: 2549.93 ms [2022-03-09 02:07:36 main:574] : INFO : Epoch 1750 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 2332.49 ms [2022-03-09 02:07:38 main:574] : INFO : Epoch 1751 | loss: 0.0312417 | val_loss: 0.0312439 | Time: 2313.28 ms [2022-03-09 02:07:40 main:574] : INFO : Epoch 1752 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 2248.38 ms [2022-03-09 02:07:43 main:574] : INFO : Epoch 1753 | loss: 0.0312436 | val_loss: 0.0312472 | Time: 2321.17 ms [2022-03-09 02:07:45 main:574] : INFO : Epoch 1754 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 2318.77 ms [2022-03-09 02:07:48 main:574] : INFO : Epoch 1755 | loss: 0.0312433 | val_loss: 0.0312453 | Time: 2303.42 ms [2022-03-09 02:07:50 main:574] : INFO : Epoch 1756 | loss: 0.031244 | val_loss: 0.0312426 | Time: 2373.18 ms [2022-03-09 02:07:53 main:574] : INFO : Epoch 1757 | loss: 0.0312427 | val_loss: 0.0312432 | Time: 2921.44 ms [2022-03-09 02:07:55 main:574] : INFO : Epoch 1758 | loss: 0.031243 | val_loss: 0.0312431 | Time: 2386.37 ms [2022-03-09 02:07:58 main:574] : INFO : Epoch 1759 | loss: 0.0312456 | val_loss: 0.0312478 | Time: 2547.96 ms [2022-03-09 02:08:00 main:574] : INFO : Epoch 1760 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 2311.59 ms [2022-03-09 02:08:03 main:574] : INFO : Epoch 1761 | loss: 0.0312443 | val_loss: 0.0312431 | Time: 2335.93 ms [2022-03-09 02:08:05 main:574] : INFO : Epoch 1762 | loss: 0.0312444 | val_loss: 0.0312429 | Time: 2343.64 ms [2022-03-09 02:08:07 main:574] : INFO : Epoch 1763 | loss: 0.0312434 | val_loss: 0.0312439 | Time: 2306.36 ms [2022-03-09 02:08:10 main:574] : INFO : Epoch 1764 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 2301.35 ms [2022-03-09 02:08:12 main:574] : INFO : Epoch 1765 | loss: 0.0312422 | val_loss: 0.0312434 | Time: 2361.73 ms [2022-03-09 02:08:15 main:574] : INFO : Epoch 1766 | loss: 0.0312421 | val_loss: 0.0312441 | Time: 2461.83 ms [2022-03-09 02:08:17 main:574] : INFO : Epoch 1767 | loss: 0.0312424 | val_loss: 0.0312426 | Time: 2379.26 ms [2022-03-09 02:08:20 main:574] : INFO : Epoch 1768 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2493.86 ms [2022-03-09 02:08:22 main:574] : INFO : Epoch 1769 | loss: 0.0312425 | val_loss: 0.0312424 | Time: 2485.74 ms [2022-03-09 02:08:25 main:574] : INFO : Epoch 1770 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 2537.03 ms [2022-03-09 02:08:27 main:574] : INFO : Epoch 1771 | loss: 0.0312434 | val_loss: 0.0312452 | Time: 2360.64 ms [2022-03-09 02:08:30 main:574] : INFO : Epoch 1772 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 2376.94 ms [2022-03-09 02:08:32 main:574] : INFO : Epoch 1773 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2378.51 ms [2022-03-09 02:08:34 main:574] : INFO : Epoch 1774 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 2305.67 ms [2022-03-09 02:08:37 main:574] : INFO : Epoch 1775 | loss: 0.0312423 | val_loss: 0.0312425 | Time: 2319.52 ms [2022-03-09 02:08:39 main:574] : INFO : Epoch 1776 | loss: 0.0312426 | val_loss: 0.0312424 | Time: 2459.47 ms [2022-03-09 02:08:42 main:574] : INFO : Epoch 1777 | loss: 0.031242 | val_loss: 0.0312425 | Time: 2484.74 ms [2022-03-09 02:08:44 main:574] : INFO : Epoch 1778 | loss: 0.0312419 | val_loss: 0.0312425 | Time: 2398.48 ms [2022-03-09 02:08:47 main:574] : INFO : Epoch 1779 | loss: 0.0312417 | val_loss: 0.0312426 | Time: 2650.12 ms [2022-03-09 02:08:49 main:574] : INFO : Epoch 1780 | loss: 0.0312421 | val_loss: 0.0312428 | Time: 2623.26 ms [2022-03-09 02:08:52 main:574] : INFO : Epoch 1781 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 2345.03 ms [2022-03-09 02:08:54 main:574] : INFO : Epoch 1782 | loss: 0.0312425 | val_loss: 0.0312445 | Time: 2343.3 ms [2022-03-09 02:08:57 main:574] : INFO : Epoch 1783 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 2336.63 ms [2022-03-09 02:08:59 main:574] : INFO : Epoch 1784 | loss: 0.0312428 | val_loss: 0.0312453 | Time: 2332.69 ms [2022-03-09 02:09:01 main:574] : INFO : Epoch 1785 | loss: 0.0312426 | val_loss: 0.0312433 | Time: 2383.07 ms [2022-03-09 02:09:04 main:574] : INFO : Epoch 1786 | loss: 0.0312419 | val_loss: 0.0312449 | Time: 2323.62 ms [2022-03-09 02:09:06 main:574] : INFO : Epoch 1787 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 2413.49 ms [2022-03-09 02:09:09 main:574] : INFO : Epoch 1788 | loss: 0.0312423 | val_loss: 0.0312446 | Time: 2405.82 ms [2022-03-09 02:09:11 main:574] : INFO : Epoch 1789 | loss: 0.0312443 | val_loss: 0.0312438 | Time: 2532.69 ms [2022-03-09 02:09:14 main:574] : INFO : Epoch 1790 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 2770.23 ms [2022-03-09 02:09:17 main:574] : INFO : Epoch 1791 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2537.13 ms [2022-03-09 02:09:19 main:574] : INFO : Epoch 1792 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2392.98 ms [2022-03-09 02:09:21 main:574] : INFO : Epoch 1793 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 2310.76 ms [2022-03-09 02:09:24 main:574] : INFO : Epoch 1794 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 2334.51 ms [2022-03-09 02:09:26 main:574] : INFO : Epoch 1795 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 2314.09 ms [2022-03-09 02:09:28 main:574] : INFO : Epoch 1796 | loss: 0.0312418 | val_loss: 0.0312422 | Time: 2353.15 ms [2022-03-09 02:09:31 main:574] : INFO : Epoch 1797 | loss: 0.0312426 | val_loss: 0.0312444 | Time: 2372.81 ms [2022-03-09 02:09:34 main:574] : INFO : Epoch 1798 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 2799.56 ms [2022-03-09 02:09:36 main:574] : INFO : Epoch 1799 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 2568.71 ms [2022-03-09 02:09:39 main:574] : INFO : Epoch 1800 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 2427.74 ms [2022-03-09 02:09:41 main:574] : INFO : Epoch 1801 | loss: 0.0312428 | val_loss: 0.031244 | Time: 2618.07 ms [2022-03-09 02:09:44 main:574] : INFO : Epoch 1802 | loss: 0.0312432 | val_loss: 0.0312442 | Time: 2359.97 ms [2022-03-09 02:09:46 main:574] : INFO : Epoch 1803 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 2328.04 ms [2022-03-09 02:09:49 main:574] : INFO : Epoch 1804 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2282.87 ms [2022-03-09 02:09:51 main:574] : INFO : Epoch 1805 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 2271.04 ms [2022-03-09 02:09:53 main:574] : INFO : Epoch 1806 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 2350.48 ms [2022-03-09 02:09:56 main:574] : INFO : Epoch 1807 | loss: 0.0312428 | val_loss: 0.0312455 | Time: 2418.11 ms [2022-03-09 02:09:58 main:574] : INFO : Epoch 1808 | loss: 0.031243 | val_loss: 0.031244 | Time: 2446.47 ms [2022-03-09 02:10:01 main:574] : INFO : Epoch 1809 | loss: 0.0312445 | val_loss: 0.0312491 | Time: 2562.81 ms [2022-03-09 02:10:03 main:574] : INFO : Epoch 1810 | loss: 0.0312451 | val_loss: 0.0312452 | Time: 2337.84 ms [2022-03-09 02:10:06 main:574] : INFO : Epoch 1811 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 2278.26 ms [2022-03-09 02:10:08 main:574] : INFO : Epoch 1812 | loss: 0.0312439 | val_loss: 0.0312433 | Time: 2460.69 ms [2022-03-09 02:10:10 main:574] : INFO : Epoch 1813 | loss: 0.0312422 | val_loss: 0.0312431 | Time: 2363.42 ms [2022-03-09 02:10:13 main:574] : INFO : Epoch 1814 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 2300.27 ms [2022-03-09 02:10:15 main:574] : INFO : Epoch 1815 | loss: 0.0312425 | val_loss: 0.0312441 | Time: 2382.17 ms [2022-03-09 02:10:18 main:574] : INFO : Epoch 1816 | loss: 0.0312434 | val_loss: 0.0312424 | Time: 2508.14 ms [2022-03-09 02:10:20 main:574] : INFO : Epoch 1817 | loss: 0.0312444 | val_loss: 0.0312481 | Time: 2311.81 ms [2022-03-09 02:10:23 main:574] : INFO : Epoch 1818 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 2358.65 ms [2022-03-09 02:10:25 main:574] : INFO : Epoch 1819 | loss: 0.0312421 | val_loss: 0.0312428 | Time: 2491.93 ms [2022-03-09 02:10:27 main:574] : INFO : Epoch 1820 | loss: 0.0312425 | val_loss: 0.031244 | Time: 2290.9 ms [2022-03-09 02:10:30 main:574] : INFO : Epoch 1821 | loss: 0.031243 | val_loss: 0.031243 | Time: 2328.1 ms [2022-03-09 02:10:32 main:574] : INFO : Epoch 1822 | loss: 0.031243 | val_loss: 0.0312436 | Time: 2317.04 ms [2022-03-09 02:10:35 main:574] : INFO : Epoch 1823 | loss: 0.0312422 | val_loss: 0.0312439 | Time: 2567.81 ms [2022-03-09 02:10:37 main:574] : INFO : Epoch 1824 | loss: 0.0312417 | val_loss: 0.0312427 | Time: 2548.36 ms [2022-03-09 02:10:40 main:574] : INFO : Epoch 1825 | loss: 0.0312442 | val_loss: 0.0312468 | Time: 2362.47 ms [2022-03-09 02:10:42 main:574] : INFO : Epoch 1826 | loss: 0.0312441 | val_loss: 0.0312427 | Time: 2341.04 ms [2022-03-09 02:10:45 main:574] : INFO : Epoch 1827 | loss: 0.0312421 | val_loss: 0.0312422 | Time: 2474.53 ms [2022-03-09 02:10:47 main:574] : INFO : Epoch 1828 | loss: 0.0312418 | val_loss: 0.0312427 | Time: 2513.06 ms [2022-03-09 02:10:50 main:574] : INFO : Epoch 1829 | loss: 0.0312421 | val_loss: 0.031242 | Time: 2389.5 ms [2022-03-09 02:10:52 main:574] : INFO : Epoch 1830 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 2295.29 ms [2022-03-09 02:10:55 main:574] : INFO : Epoch 1831 | loss: 0.0312427 | val_loss: 0.0312423 | Time: 2512.36 ms [2022-03-09 02:10:57 main:574] : INFO : Epoch 1832 | loss: 0.0312426 | val_loss: 0.0312433 | Time: 2389.04 ms [2022-03-09 02:11:00 main:574] : INFO : Epoch 1833 | loss: 0.0312424 | val_loss: 0.0312426 | Time: 2488.81 ms [2022-03-09 02:11:02 main:574] : INFO : Epoch 1834 | loss: 0.0312435 | val_loss: 0.0312522 | Time: 2371.97 ms [2022-03-09 02:11:04 main:574] : INFO : Epoch 1835 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 2366.64 ms [2022-03-09 02:11:07 main:574] : INFO : Epoch 1836 | loss: 0.0312436 | val_loss: 0.0312428 | Time: 2521.4 ms [2022-03-09 02:11:09 main:574] : INFO : Epoch 1837 | loss: 0.0312421 | val_loss: 0.0312434 | Time: 2305.97 ms [2022-03-09 02:11:12 main:574] : INFO : Epoch 1838 | loss: 0.0312426 | val_loss: 0.0312425 | Time: 2428.11 ms [2022-03-09 02:11:14 main:574] : INFO : Epoch 1839 | loss: 0.0312417 | val_loss: 0.0312442 | Time: 2527.67 ms [2022-03-09 02:11:17 main:574] : INFO : Epoch 1840 | loss: 0.0312441 | val_loss: 0.0312432 | Time: 2327.75 ms [2022-03-09 02:11:19 main:574] : INFO : Epoch 1841 | loss: 0.031245 | val_loss: 0.0312436 | Time: 2421.16 ms [2022-03-09 02:11:22 main:574] : INFO : Epoch 1842 | loss: 0.0312443 | val_loss: 0.0312425 | Time: 2517.46 ms [2022-03-09 02:11:24 main:574] : INFO : Epoch 1843 | loss: 0.0312419 | val_loss: 0.0312444 | Time: 2319.32 ms [2022-03-09 02:11:26 main:574] : INFO : Epoch 1844 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 2351.42 ms [2022-03-09 02:11:29 main:574] : INFO : Epoch 1845 | loss: 0.0312423 | val_loss: 0.0312422 | Time: 2467.21 ms [2022-03-09 02:11:31 main:574] : INFO : Epoch 1846 | loss: 0.0312419 | val_loss: 0.0312425 | Time: 2406.34 ms [2022-03-09 02:11:34 main:574] : INFO : Epoch 1847 | loss: 0.0312417 | val_loss: 0.0312424 | Time: 2458.79 ms [2022-03-09 02:11:36 main:574] : INFO : Epoch 1848 | loss: 0.0312419 | val_loss: 0.0312434 | Time: 2467.13 ms [2022-03-09 02:11:39 main:574] : INFO : Epoch 1849 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2328.55 ms [2022-03-09 02:11:41 main:574] : INFO : Epoch 1850 | loss: 0.0312416 | val_loss: 0.031242 | Time: 2340.2 ms [2022-03-09 02:11:43 main:574] : INFO : Epoch 1851 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 2350.57 ms [2022-03-09 02:11:46 main:574] : INFO : Epoch 1852 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 2346.7 ms [2022-03-09 02:11:48 main:574] : INFO : Epoch 1853 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 2365.1 ms [2022-03-09 02:11:51 main:574] : INFO : Epoch 1854 | loss: 0.031242 | val_loss: 0.0312435 | Time: 2589.33 ms [2022-03-09 02:11:54 main:574] : INFO : Epoch 1855 | loss: 0.0312423 | val_loss: 0.0312443 | Time: 2629.12 ms [2022-03-09 02:11:56 main:574] : INFO : Epoch 1856 | loss: 0.0312429 | val_loss: 0.0312425 | Time: 2588.82 ms [2022-03-09 02:11:59 main:574] : INFO : Epoch 1857 | loss: 0.0312421 | val_loss: 0.0312484 | Time: 2385.02 ms [2022-03-09 02:12:01 main:574] : INFO : Epoch 1858 | loss: 0.0312439 | val_loss: 0.0312425 | Time: 2347.13 ms [2022-03-09 02:12:03 main:574] : INFO : Epoch 1859 | loss: 0.0312415 | val_loss: 0.0312428 | Time: 2353 ms [2022-03-09 02:12:06 main:574] : INFO : Epoch 1860 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 2373.75 ms [2022-03-09 02:12:08 main:574] : INFO : Epoch 1861 | loss: 0.0312423 | val_loss: 0.0312445 | Time: 2294.85 ms [2022-03-09 02:12:10 main:574] : INFO : Epoch 1862 | loss: 0.0312425 | val_loss: 0.0312421 | Time: 2366.37 ms [2022-03-09 02:12:13 main:574] : INFO : Epoch 1863 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2362.46 ms [2022-03-09 02:12:15 main:574] : INFO : Epoch 1864 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 2585.79 ms [2022-03-09 02:12:18 main:574] : INFO : Epoch 1865 | loss: 0.0312425 | val_loss: 0.0312431 | Time: 2698.46 ms [2022-03-09 02:12:21 main:574] : INFO : Epoch 1866 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 2579.68 ms [2022-03-09 02:12:23 main:574] : INFO : Epoch 1867 | loss: 0.031242 | val_loss: 0.0312423 | Time: 2377.23 ms [2022-03-09 02:12:26 main:574] : INFO : Epoch 1868 | loss: 0.0312426 | val_loss: 0.0312463 | Time: 2410.35 ms [2022-03-09 02:12:28 main:574] : INFO : Epoch 1869 | loss: 0.031245 | val_loss: 0.0312456 | Time: 2488.76 ms [2022-03-09 02:12:31 main:574] : INFO : Epoch 1870 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 2365.08 ms [2022-03-09 02:12:33 main:574] : INFO : Epoch 1871 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 2610.86 ms [2022-03-09 02:12:36 main:574] : INFO : Epoch 1872 | loss: 0.0312414 | val_loss: 0.0312429 | Time: 2763.19 ms [2022-03-09 02:12:39 main:574] : INFO : Epoch 1873 | loss: 0.0312423 | val_loss: 0.0312428 | Time: 2564.68 ms [2022-03-09 02:12:41 main:574] : INFO : Epoch 1874 | loss: 0.0312417 | val_loss: 0.0312425 | Time: 2693.59 ms [2022-03-09 02:12:44 main:574] : INFO : Epoch 1875 | loss: 0.031242 | val_loss: 0.0312433 | Time: 2432.29 ms [2022-03-09 02:12:46 main:574] : INFO : Epoch 1876 | loss: 0.0312418 | val_loss: 0.0312442 | Time: 2373.73 ms [2022-03-09 02:12:49 main:574] : INFO : Epoch 1877 | loss: 0.0312433 | val_loss: 0.0312422 | Time: 2591.34 ms [2022-03-09 02:12:52 main:574] : INFO : Epoch 1878 | loss: 0.031244 | val_loss: 0.0312471 | Time: 2539.08 ms [2022-03-09 02:12:54 main:574] : INFO : Epoch 1879 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 2412.52 ms [2022-03-09 02:12:56 main:574] : INFO : Epoch 1880 | loss: 0.031244 | val_loss: 0.0312433 | Time: 2393.52 ms [2022-03-09 02:12:59 main:574] : INFO : Epoch 1881 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 2551.88 ms [2022-03-09 02:13:02 main:574] : INFO : Epoch 1882 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 2632.69 ms [2022-03-09 02:13:04 main:574] : INFO : Epoch 1883 | loss: 0.0312423 | val_loss: 0.0312449 | Time: 2647.03 ms [2022-03-09 02:13:07 main:574] : INFO : Epoch 1884 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 2692.02 ms [2022-03-09 02:13:10 main:574] : INFO : Epoch 1885 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 2491.77 ms [2022-03-09 02:13:12 main:574] : INFO : Epoch 1886 | loss: 0.0312427 | val_loss: 0.0312434 | Time: 2496.31 ms [2022-03-09 02:13:15 main:574] : INFO : Epoch 1887 | loss: 0.0312416 | val_loss: 0.0312426 | Time: 2668.35 ms [2022-03-09 02:13:17 main:574] : INFO : Epoch 1888 | loss: 0.0312421 | val_loss: 0.0312444 | Time: 2507.57 ms [2022-03-09 02:13:20 main:574] : INFO : Epoch 1889 | loss: 0.0312421 | val_loss: 0.031243 | Time: 2504.9 ms [2022-03-09 02:13:22 main:574] : INFO : Epoch 1890 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 2435.23 ms [2022-03-09 02:13:25 main:574] : INFO : Epoch 1891 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 2520.48 ms [2022-03-09 02:13:28 main:574] : INFO : Epoch 1892 | loss: 0.0312416 | val_loss: 0.0312422 | Time: 2575.62 ms [2022-03-09 02:13:30 main:574] : INFO : Epoch 1893 | loss: 0.031243 | val_loss: 0.0312444 | Time: 2653.19 ms [2022-03-09 02:13:33 main:574] : INFO : Epoch 1894 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 2935.2 ms [2022-03-09 02:13:36 main:574] : INFO : Epoch 1895 | loss: 0.0312415 | val_loss: 0.0312422 | Time: 2640.43 ms [2022-03-09 02:13:39 main:574] : INFO : Epoch 1896 | loss: 0.031243 | val_loss: 0.0312466 | Time: 2544.27 ms [2022-03-09 02:13:41 main:574] : INFO : Epoch 1897 | loss: 0.0312442 | val_loss: 0.0312466 | Time: 2659.82 ms [2022-03-09 02:13:44 main:574] : INFO : Epoch 1898 | loss: 0.031245 | val_loss: 0.0312484 | Time: 2403.49 ms [2022-03-09 02:13:46 main:574] : INFO : Epoch 1899 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 2433.86 ms [2022-03-09 02:13:49 main:574] : INFO : Epoch 1900 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2516.82 ms [2022-03-09 02:13:51 main:574] : INFO : Epoch 1901 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 2440.86 ms [2022-03-09 02:13:54 main:574] : INFO : Epoch 1902 | loss: 0.0312432 | val_loss: 0.0312469 | Time: 2806.19 ms [2022-03-09 02:13:57 main:574] : INFO : Epoch 1903 | loss: 0.0312434 | val_loss: 0.031244 | Time: 2751.34 ms [2022-03-09 02:13:59 main:574] : INFO : Epoch 1904 | loss: 0.0312421 | val_loss: 0.0312445 | Time: 2554.12 ms [2022-03-09 02:14:02 main:574] : INFO : Epoch 1905 | loss: 0.031242 | val_loss: 0.0312421 | Time: 2545 ms [2022-03-09 02:14:05 main:574] : INFO : Epoch 1906 | loss: 0.0312441 | val_loss: 0.0312431 | Time: 2651.49 ms [2022-03-09 02:14:07 main:574] : INFO : Epoch 1907 | loss: 0.0312426 | val_loss: 0.031243 | Time: 2629.98 ms [2022-03-09 02:14:10 main:574] : INFO : Epoch 1908 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 2394.63 ms [2022-03-09 02:14:12 main:574] : INFO : Epoch 1909 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 2438.18 ms [2022-03-09 02:14:15 main:574] : INFO : Epoch 1910 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 2475.72 ms [2022-03-09 02:14:17 main:574] : INFO : Epoch 1911 | loss: 0.0312433 | val_loss: 0.0312429 | Time: 2509.7 ms [2022-03-09 02:14:20 main:574] : INFO : Epoch 1912 | loss: 0.0312431 | val_loss: 0.0312454 | Time: 2662.23 ms [2022-03-09 02:14:23 main:574] : INFO : Epoch 1913 | loss: 0.0312444 | val_loss: 0.0312487 | Time: 2657 ms [2022-03-09 02:14:25 main:574] : INFO : Epoch 1914 | loss: 0.0312446 | val_loss: 0.0312432 | Time: 2504.72 ms [2022-03-09 02:14:28 main:574] : INFO : Epoch 1915 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2612.28 ms [2022-03-09 02:14:31 main:574] : INFO : Epoch 1916 | loss: 0.0312422 | val_loss: 0.0312443 | Time: 2556.81 ms [2022-03-09 02:14:33 main:574] : INFO : Epoch 1917 | loss: 0.0312442 | val_loss: 0.0312427 | Time: 2496.08 ms [2022-03-09 02:14:36 main:574] : INFO : Epoch 1918 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 2475.82 ms [2022-03-09 02:14:38 main:574] : INFO : Epoch 1919 | loss: 0.0312423 | val_loss: 0.0312438 | Time: 2417.89 ms [2022-03-09 02:14:41 main:574] : INFO : Epoch 1920 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 2503.6 ms [2022-03-09 02:14:43 main:574] : INFO : Epoch 1921 | loss: 0.0312423 | val_loss: 0.0312422 | Time: 2488.97 ms [2022-03-09 02:14:46 main:574] : INFO : Epoch 1922 | loss: 0.0312417 | val_loss: 0.031244 | Time: 2839.53 ms [2022-03-09 02:14:48 main:574] : INFO : Epoch 1923 | loss: 0.0312436 | val_loss: 0.0312483 | Time: 2535.04 ms [2022-03-09 02:14:51 main:574] : INFO : Epoch 1924 | loss: 0.0312439 | val_loss: 0.0312421 | Time: 2667.45 ms [2022-03-09 02:14:54 main:574] : INFO : Epoch 1925 | loss: 0.031242 | val_loss: 0.0312427 | Time: 2652.69 ms [2022-03-09 02:14:56 main:574] : INFO : Epoch 1926 | loss: 0.0312418 | val_loss: 0.0312428 | Time: 2405.85 ms [2022-03-09 02:14:59 main:574] : INFO : Epoch 1927 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 2755.6 ms [2022-03-09 02:15:02 main:574] : INFO : Epoch 1928 | loss: 0.0312417 | val_loss: 0.0312427 | Time: 2543.8 ms [2022-03-09 02:15:04 main:574] : INFO : Epoch 1929 | loss: 0.0312421 | val_loss: 0.0312431 | Time: 2641.12 ms [2022-03-09 02:15:07 main:574] : INFO : Epoch 1930 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 2478.04 ms [2022-03-09 02:15:09 main:574] : INFO : Epoch 1931 | loss: 0.0312416 | val_loss: 0.031243 | Time: 2518.8 ms [2022-03-09 02:15:12 main:574] : INFO : Epoch 1932 | loss: 0.0312416 | val_loss: 0.0312423 | Time: 2927.68 ms [2022-03-09 02:15:15 main:574] : INFO : Epoch 1933 | loss: 0.0312425 | val_loss: 0.0312447 | Time: 2491.26 ms [2022-03-09 02:15:17 main:574] : INFO : Epoch 1934 | loss: 0.0312424 | val_loss: 0.0312453 | Time: 2505.26 ms [2022-03-09 02:15:20 main:574] : INFO : Epoch 1935 | loss: 0.031242 | val_loss: 0.0312454 | Time: 2780.96 ms [2022-03-09 02:15:23 main:574] : INFO : Epoch 1936 | loss: 0.0312437 | val_loss: 0.0312426 | Time: 2572.84 ms [2022-03-09 02:15:26 main:574] : INFO : Epoch 1937 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2569.02 ms [2022-03-09 02:15:28 main:574] : INFO : Epoch 1938 | loss: 0.0312415 | val_loss: 0.031242 | Time: 2664.48 ms [2022-03-09 02:15:31 main:574] : INFO : Epoch 1939 | loss: 0.0312416 | val_loss: 0.031242 | Time: 2372.72 ms [2022-03-09 02:15:34 main:574] : INFO : Epoch 1940 | loss: 0.0312429 | val_loss: 0.0312437 | Time: 3033.21 ms [2022-03-09 02:15:37 main:574] : INFO : Epoch 1941 | loss: 0.031242 | val_loss: 0.0312419 | Time: 2800.52 ms [2022-03-09 02:15:39 main:574] : INFO : Epoch 1942 | loss: 0.0312419 | val_loss: 0.0312425 | Time: 2606.93 ms [2022-03-09 02:15:42 main:574] : INFO : Epoch 1943 | loss: 0.0312417 | val_loss: 0.0312433 | Time: 2365.87 ms [2022-03-09 02:15:44 main:574] : INFO : Epoch 1944 | loss: 0.0312421 | val_loss: 0.0312439 | Time: 2552.36 ms [2022-03-09 02:15:47 main:574] : INFO : Epoch 1945 | loss: 0.0312418 | val_loss: 0.0312424 | Time: 3120.95 ms [2022-03-09 02:15:50 main:574] : INFO : Epoch 1946 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 2545.53 ms [2022-03-09 02:15:52 main:574] : INFO : Epoch 1947 | loss: 0.0312415 | val_loss: 0.0312442 | Time: 2410.89 ms [2022-03-09 02:15:55 main:574] : INFO : Epoch 1948 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 2442.36 ms [2022-03-09 02:15:57 main:574] : INFO : Epoch 1949 | loss: 0.0312416 | val_loss: 0.0312421 | Time: 2446.7 ms [2022-03-09 02:16:00 main:574] : INFO : Epoch 1950 | loss: 0.031242 | val_loss: 0.0312442 | Time: 2481.35 ms [2022-03-09 02:16:02 main:574] : INFO : Epoch 1951 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 2497.09 ms [2022-03-09 02:16:05 main:574] : INFO : Epoch 1952 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 2847.52 ms [2022-03-09 02:16:08 main:574] : INFO : Epoch 1953 | loss: 0.0312427 | val_loss: 0.0312482 | Time: 2533.41 ms [2022-03-09 02:16:11 main:574] : INFO : Epoch 1954 | loss: 0.0312427 | val_loss: 0.0312432 | Time: 2714.44 ms [2022-03-09 02:16:13 main:574] : INFO : Epoch 1955 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 2627.11 ms [2022-03-09 02:16:16 main:574] : INFO : Epoch 1956 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 2430.7 ms [2022-03-09 02:16:18 main:574] : INFO : Epoch 1957 | loss: 0.0312416 | val_loss: 0.0312445 | Time: 2428.17 ms [2022-03-09 02:16:21 main:574] : INFO : Epoch 1958 | loss: 0.0312416 | val_loss: 0.031242 | Time: 2445.95 ms [2022-03-09 02:16:23 main:574] : INFO : Epoch 1959 | loss: 0.0312417 | val_loss: 0.0312423 | Time: 2492.04 ms [2022-03-09 02:16:26 main:574] : INFO : Epoch 1960 | loss: 0.0312412 | val_loss: 0.0312425 | Time: 2556.97 ms [2022-03-09 02:16:28 main:574] : INFO : Epoch 1961 | loss: 0.0312425 | val_loss: 0.0312486 | Time: 2454 ms [2022-03-09 02:16:31 main:574] : INFO : Epoch 1962 | loss: 0.0312447 | val_loss: 0.0312437 | Time: 2718.28 ms [2022-03-09 02:16:34 main:574] : INFO : Epoch 1963 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 2770.25 ms [2022-03-09 02:16:37 main:574] : INFO : Epoch 1964 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 3024.15 ms [2022-03-09 02:16:40 main:574] : INFO : Epoch 1965 | loss: 0.0312415 | val_loss: 0.0312433 | Time: 2694.15 ms [2022-03-09 02:16:42 main:574] : INFO : Epoch 1966 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 2562.19 ms [2022-03-09 02:16:45 main:574] : INFO : Epoch 1967 | loss: 0.0312414 | val_loss: 0.0312421 | Time: 2619.09 ms [2022-03-09 02:16:47 main:574] : INFO : Epoch 1968 | loss: 0.031241 | val_loss: 0.0312426 | Time: 2513.16 ms [2022-03-09 02:16:50 main:574] : INFO : Epoch 1969 | loss: 0.0312417 | val_loss: 0.0312429 | Time: 2620.61 ms [2022-03-09 02:16:53 main:574] : INFO : Epoch 1970 | loss: 0.0312433 | val_loss: 0.0312428 | Time: 2732.69 ms [2022-03-09 02:16:55 main:574] : INFO : Epoch 1971 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 2641.88 ms [2022-03-09 02:16:58 main:574] : INFO : Epoch 1972 | loss: 0.0312413 | val_loss: 0.0312421 | Time: 2461.91 ms [2022-03-09 02:17:01 main:574] : INFO : Epoch 1973 | loss: 0.0312415 | val_loss: 0.0312428 | Time: 3088.04 ms [2022-03-09 02:17:04 main:574] : INFO : Epoch 1974 | loss: 0.0312444 | val_loss: 0.0312436 | Time: 2627.29 ms [2022-03-09 02:17:06 main:574] : INFO : Epoch 1975 | loss: 0.0312444 | val_loss: 0.0312438 | Time: 2585.08 ms [2022-03-09 02:17:10 main:574] : INFO : Epoch 1976 | loss: 0.0312443 | val_loss: 0.0312442 | Time: 3383.45 ms [2022-03-09 02:17:12 main:574] : INFO : Epoch 1977 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 2411.79 ms [2022-03-09 02:17:15 main:574] : INFO : Epoch 1978 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 2429.44 ms [2022-03-09 02:17:17 main:574] : INFO : Epoch 1979 | loss: 0.0312422 | val_loss: 0.0312422 | Time: 2723.32 ms [2022-03-09 02:17:20 main:574] : INFO : Epoch 1980 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 2796.06 ms [2022-03-09 02:17:23 main:574] : INFO : Epoch 1981 | loss: 0.0312422 | val_loss: 0.031242 | Time: 2516.53 ms [2022-03-09 02:17:26 main:574] : INFO : Epoch 1982 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2720.73 ms [2022-03-09 02:17:28 main:574] : INFO : Epoch 1983 | loss: 0.0312409 | val_loss: 0.0312435 | Time: 2530.12 ms [2022-03-09 02:17:31 main:574] : INFO : Epoch 1984 | loss: 0.0312433 | val_loss: 0.031246 | Time: 2569.98 ms [2022-03-09 02:17:34 main:574] : INFO : Epoch 1985 | loss: 0.0312437 | val_loss: 0.0312418 | Time: 2656.29 ms [2022-03-09 02:17:36 main:574] : INFO : Epoch 1986 | loss: 0.0312412 | val_loss: 0.0312421 | Time: 2426.22 ms [2022-03-09 02:17:39 main:574] : INFO : Epoch 1987 | loss: 0.0312417 | val_loss: 0.031242 | Time: 2421.41 ms [2022-03-09 02:17:41 main:574] : INFO : Epoch 1988 | loss: 0.0312413 | val_loss: 0.0312439 | Time: 2510.69 ms [2022-03-09 02:17:44 main:574] : INFO : Epoch 1989 | loss: 0.0312423 | val_loss: 0.0312417 | Time: 2769.46 ms [2022-03-09 02:17:46 main:574] : INFO : Epoch 1990 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2427.82 ms [2022-03-09 02:17:49 main:574] : INFO : Epoch 1991 | loss: 0.0312411 | val_loss: 0.0312419 | Time: 2660.18 ms [2022-03-09 02:17:52 main:574] : INFO : Epoch 1992 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 2877.55 ms [2022-03-09 02:17:55 main:574] : INFO : Epoch 1993 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 2610.45 ms [2022-03-09 02:17:57 main:574] : INFO : Epoch 1994 | loss: 0.031244 | val_loss: 0.0312433 | Time: 2623.53 ms [2022-03-09 02:18:00 main:574] : INFO : Epoch 1995 | loss: 0.0312427 | val_loss: 0.0312428 | Time: 2773.68 ms [2022-03-09 02:18:03 main:574] : INFO : Epoch 1996 | loss: 0.031243 | val_loss: 0.0312509 | Time: 2760.2 ms [2022-03-09 02:18:05 main:574] : INFO : Epoch 1997 | loss: 0.0312445 | val_loss: 0.0312473 | Time: 2616.89 ms [2022-03-09 02:18:08 main:574] : INFO : Epoch 1998 | loss: 0.0312442 | val_loss: 0.0312419 | Time: 2684.19 ms [2022-03-09 02:18:11 main:574] : INFO : Epoch 1999 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 2599.22 ms [2022-03-09 02:18:13 main:574] : INFO : Epoch 2000 | loss: 0.0312415 | val_loss: 0.0312453 | Time: 2433.39 ms [2022-03-09 02:18:16 main:574] : INFO : Epoch 2001 | loss: 0.0312419 | val_loss: 0.0312419 | Time: 2472.92 ms [2022-03-09 02:18:18 main:574] : INFO : Epoch 2002 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 2469.38 ms [2022-03-09 02:18:21 main:574] : INFO : Epoch 2003 | loss: 0.0312415 | val_loss: 0.0312438 | Time: 2676.35 ms [2022-03-09 02:18:24 main:574] : INFO : Epoch 2004 | loss: 0.0312431 | val_loss: 0.0312419 | Time: 2962.78 ms [2022-03-09 02:18:27 main:574] : INFO : Epoch 2005 | loss: 0.0312419 | val_loss: 0.0312437 | Time: 2571.13 ms [2022-03-09 02:18:29 main:574] : INFO : Epoch 2006 | loss: 0.0312416 | val_loss: 0.0312417 | Time: 2434.06 ms [2022-03-09 02:18:32 main:574] : INFO : Epoch 2007 | loss: 0.0312412 | val_loss: 0.0312422 | Time: 2563.56 ms [2022-03-09 02:18:35 main:574] : INFO : Epoch 2008 | loss: 0.0312418 | val_loss: 0.0312424 | Time: 2699.9 ms [2022-03-09 02:18:37 main:574] : INFO : Epoch 2009 | loss: 0.0312425 | val_loss: 0.0312436 | Time: 2704.99 ms [2022-03-09 02:18:40 main:574] : INFO : Epoch 2010 | loss: 0.0312414 | val_loss: 0.0312424 | Time: 2437.64 ms [2022-03-09 02:18:42 main:574] : INFO : Epoch 2011 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 2446.59 ms [2022-03-09 02:18:45 main:574] : INFO : Epoch 2012 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 2726.74 ms [2022-03-09 02:18:48 main:574] : INFO : Epoch 2013 | loss: 0.0312414 | val_loss: 0.0312421 | Time: 2566.14 ms [2022-03-09 02:18:50 main:574] : INFO : Epoch 2014 | loss: 0.0312415 | val_loss: 0.0312424 | Time: 2472.56 ms [2022-03-09 02:18:53 main:574] : INFO : Epoch 2015 | loss: 0.031241 | val_loss: 0.0312418 | Time: 2489 ms [2022-03-09 02:18:56 main:574] : INFO : Epoch 2016 | loss: 0.0312411 | val_loss: 0.0312463 | Time: 3139.9 ms [2022-03-09 02:19:00 main:574] : INFO : Epoch 2017 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 3547.65 ms [2022-03-09 02:19:03 main:574] : INFO : Epoch 2018 | loss: 0.0312423 | val_loss: 0.0312423 | Time: 3195.14 ms [2022-03-09 02:19:05 main:574] : INFO : Epoch 2019 | loss: 0.0312442 | val_loss: 0.0312436 | Time: 2704.18 ms [2022-03-09 02:19:08 main:574] : INFO : Epoch 2020 | loss: 0.0312477 | val_loss: 0.0312535 | Time: 2954.79 ms [2022-03-09 02:19:12 main:574] : INFO : Epoch 2021 | loss: 0.0331421 | val_loss: 0.0366655 | Time: 3188.98 ms [2022-03-09 02:19:15 main:574] : INFO : Epoch 2022 | loss: 0.032973 | val_loss: 0.03168 | Time: 3366.5 ms [2022-03-09 02:19:18 main:574] : INFO : Epoch 2023 | loss: 0.0316675 | val_loss: 0.031422 | Time: 2946.86 ms [2022-03-09 02:19:21 main:574] : INFO : Epoch 2024 | loss: 0.031312 | val_loss: 0.0312601 | Time: 2828.41 ms [2022-03-09 02:19:24 main:574] : INFO : Epoch 2025 | loss: 0.0312586 | val_loss: 0.0312511 | Time: 2904.17 ms [2022-03-09 02:19:27 main:574] : INFO : Epoch 2026 | loss: 0.0312505 | val_loss: 0.0312487 | Time: 2960.08 ms [2022-03-09 02:19:30 main:574] : INFO : Epoch 2027 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 2928.73 ms [2022-03-09 02:19:33 main:574] : INFO : Epoch 2028 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 3024.89 ms [2022-03-09 02:19:36 main:574] : INFO : Epoch 2029 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 2947.69 ms [2022-03-09 02:19:39 main:574] : INFO : Epoch 2030 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 2873.87 ms [2022-03-09 02:19:42 main:574] : INFO : Epoch 2031 | loss: 0.0312462 | val_loss: 0.031246 | Time: 3153.83 ms [2022-03-09 02:19:45 main:574] : INFO : Epoch 2032 | loss: 0.0312454 | val_loss: 0.0312463 | Time: 3169.31 ms [2022-03-09 02:19:48 main:574] : INFO : Epoch 2033 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 2985.26 ms [2022-03-09 02:19:51 main:574] : INFO : Epoch 2034 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 3075.13 ms [2022-03-09 02:19:54 main:574] : INFO : Epoch 2035 | loss: 0.0312445 | val_loss: 0.031244 | Time: 2753.99 ms [2022-03-09 02:19:57 main:574] : INFO : Epoch 2036 | loss: 0.031244 | val_loss: 0.0312438 | Time: 2868.3 ms [2022-03-09 02:20:00 main:574] : INFO : Epoch 2037 | loss: 0.0312441 | val_loss: 0.031243 | Time: 2958.64 ms [2022-03-09 02:20:04 main:574] : INFO : Epoch 2038 | loss: 0.0312435 | val_loss: 0.0312431 | Time: 3690.22 ms [2022-03-09 02:20:07 main:574] : INFO : Epoch 2039 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 3550.98 ms [2022-03-09 02:20:10 main:574] : INFO : Epoch 2040 | loss: 0.031243 | val_loss: 0.0312428 | Time: 2890.25 ms [2022-03-09 02:20:13 main:574] : INFO : Epoch 2041 | loss: 0.0312432 | val_loss: 0.0312442 | Time: 2866.67 ms [2022-03-09 02:20:16 main:574] : INFO : Epoch 2042 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 2995.3 ms [2022-03-09 02:20:19 main:574] : INFO : Epoch 2043 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 2781.34 ms [2022-03-09 02:20:23 main:574] : INFO : Epoch 2044 | loss: 0.0312429 | val_loss: 0.0312425 | Time: 3396.78 ms [2022-03-09 02:20:26 main:574] : INFO : Epoch 2045 | loss: 0.0312432 | val_loss: 0.0312449 | Time: 2987.54 ms [2022-03-09 02:20:29 main:574] : INFO : Epoch 2046 | loss: 0.0312437 | val_loss: 0.031243 | Time: 3344.18 ms [2022-03-09 02:20:32 main:574] : INFO : Epoch 2047 | loss: 0.031243 | val_loss: 0.031243 | Time: 2790.81 ms [2022-03-09 02:20:35 main:574] : INFO : Epoch 2048 | loss: 0.031243 | val_loss: 0.031244 | Time: 2606.71 ms [2022-03-09 02:20:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031244 [2022-03-09 02:20:35 main:603] : INFO : Saving end state to config to file [2022-03-09 02:20:35 main:608] : INFO : Success, exiting.. 02:20:35 (26292): 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)