Task 4121304
| Name | ParityMachine-1612383070-17620-4_0 |
| Workunit | 2233541 |
| Created | 19 Feb 2021, 18:34:23 UTC |
| Sent | 1 Mar 2021, 9:30:20 UTC |
| Report deadline | 8 Mar 2021, 9:30:20 UTC |
| Received | 2 Mar 2021, 21:41:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 29 min 50 sec |
| CPU time | 1 hours 25 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1542 | loss: 0.0312432 | val_loss: 0.031244 | Time: 2541.09 ms [2021-03-03 04:18:21 main:574] : INFO : Epoch 1543 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 2531.02 ms [2021-03-03 04:18:23 main:574] : INFO : Epoch 1544 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 2554.48 ms [2021-03-03 04:18:26 main:574] : INFO : Epoch 1545 | loss: 0.031244 | val_loss: 0.0312461 | Time: 2546.1 ms [2021-03-03 04:18:29 main:574] : INFO : Epoch 1546 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 2533.5 ms [2021-03-03 04:18:31 main:574] : INFO : Epoch 1547 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 2543.39 ms [2021-03-03 04:18:34 main:574] : INFO : Epoch 1548 | loss: 0.031244 | val_loss: 0.0312447 | Time: 2532.58 ms [2021-03-03 04:18:36 main:574] : INFO : Epoch 1549 | loss: 0.0312438 | val_loss: 0.0312439 | Time: 2533.08 ms [2021-03-03 04:18:39 main:574] : INFO : Epoch 1550 | loss: 0.0312436 | val_loss: 0.0312452 | Time: 2547.58 ms [2021-03-03 04:18:42 main:574] : INFO : Epoch 1551 | loss: 0.031244 | val_loss: 0.0312449 | Time: 2540.43 ms [2021-03-03 04:18:44 main:574] : INFO : Epoch 1552 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 2537.17 ms [2021-03-03 04:18:47 main:574] : INFO : Epoch 1553 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 2554.09 ms [2021-03-03 04:18:50 main:574] : INFO : Epoch 1554 | loss: 0.0312431 | val_loss: 0.0312443 | Time: 2531.73 ms [2021-03-03 04:18:52 main:574] : INFO : Epoch 1555 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 2529.22 ms [2021-03-03 04:18:55 main:574] : INFO : Epoch 1556 | loss: 0.0312437 | val_loss: 0.0312437 | Time: 2558.12 ms [2021-03-03 04:18:57 main:574] : INFO : Epoch 1557 | loss: 0.0312434 | val_loss: 0.031244 | Time: 2530.89 ms [2021-03-03 04:19:00 main:574] : INFO : Epoch 1558 | loss: 0.0312437 | val_loss: 0.031244 | Time: 2543.14 ms [2021-03-03 04:19:03 main:574] : INFO : Epoch 1559 | loss: 0.0312437 | val_loss: 0.0312438 | Time: 2538.65 ms [2021-03-03 04:19:05 main:574] : INFO : Epoch 1560 | loss: 0.0312432 | val_loss: 0.0312437 | Time: 2541.11 ms [2021-03-03 04:19:08 main:574] : INFO : Epoch 1561 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 2538.62 ms [2021-03-03 04:19:10 main:574] : INFO : Epoch 1562 | loss: 0.0312441 | val_loss: 0.0312461 | Time: 2544.32 ms [2021-03-03 04:19:13 main:574] : INFO : Epoch 1563 | loss: 0.0312432 | val_loss: 0.0312438 | Time: 2542.28 ms [2021-03-03 04:19:16 main:574] : INFO : Epoch 1564 | loss: 0.0312433 | val_loss: 0.0312439 | Time: 2545.43 ms [2021-03-03 04:19:18 main:574] : INFO : Epoch 1565 | loss: 0.0312432 | val_loss: 0.0312441 | Time: 2538.11 ms [2021-03-03 04:19:21 main:574] : INFO : Epoch 1566 | loss: 0.0312436 | val_loss: 0.0312444 | Time: 2544.92 ms [2021-03-03 04:19:24 main:574] : INFO : Epoch 1567 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 2542.91 ms [2021-03-03 04:19:26 main:574] : INFO : Epoch 1568 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 2526.47 ms [2021-03-03 04:19:29 main:574] : INFO : Epoch 1569 | loss: 0.0312438 | val_loss: 0.031246 | Time: 2564.35 ms [2021-03-03 04:19:31 main:574] : INFO : Epoch 1570 | loss: 0.0312433 | val_loss: 0.0312469 | Time: 2534.79 ms [2021-03-03 04:19:34 main:574] : INFO : Epoch 1571 | loss: 0.0312453 | val_loss: 0.031245 | Time: 2523.97 ms [2021-03-03 04:19:37 main:574] : INFO : Epoch 1572 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 2557.33 ms [2021-03-03 04:19:39 main:574] : INFO : Epoch 1573 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 2536 ms [2021-03-03 04:19:42 main:574] : INFO : Epoch 1574 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 2542.12 ms [2021-03-03 04:19:45 main:574] : INFO : Epoch 1575 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 2541.69 ms [2021-03-03 04:19:47 main:574] : INFO : Epoch 1576 | loss: 0.0312431 | val_loss: 0.0312454 | Time: 2540.4 ms [2021-03-03 04:19:50 main:574] : INFO : Epoch 1577 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 2539.63 ms [2021-03-03 04:19:52 main:574] : INFO : Epoch 1578 | loss: 0.0312452 | val_loss: 0.0312451 | Time: 2539.96 ms [2021-03-03 04:19:55 main:574] : INFO : Epoch 1579 | loss: 0.0312439 | val_loss: 0.0312438 | Time: 2535.97 ms [2021-03-03 04:19:58 main:574] : INFO : Epoch 1580 | loss: 0.0312435 | val_loss: 0.0312441 | Time: 2550.82 ms [2021-03-03 04:20:00 main:574] : INFO : Epoch 1581 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 2537.29 ms [2021-03-03 04:20:03 main:574] : INFO : Epoch 1582 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 2533.74 ms [2021-03-03 04:20:05 main:574] : INFO : Epoch 1583 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 2537.84 ms [2021-03-03 04:20:08 main:574] : INFO : Epoch 1584 | loss: 0.0312432 | val_loss: 0.0312437 | Time: 2532.39 ms [2021-03-03 04:20:11 main:574] : INFO : Epoch 1585 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 2545.08 ms [2021-03-03 04:20:13 main:574] : INFO : Epoch 1586 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 2540.08 ms [2021-03-03 04:20:16 main:574] : INFO : Epoch 1587 | loss: 0.0312433 | val_loss: 0.0312438 | Time: 2538.78 ms [2021-03-03 04:20:18 main:574] : INFO : Epoch 1588 | loss: 0.0312438 | val_loss: 0.0312477 | Time: 2534.64 ms [2021-03-03 04:20:21 main:574] : INFO : Epoch 1589 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 2532.22 ms [2021-03-03 04:20:24 main:574] : INFO : Epoch 1590 | loss: 0.0312435 | val_loss: 0.0312462 | Time: 2531.74 ms [2021-03-03 04:20:26 main:574] : INFO : Epoch 1591 | loss: 0.0312441 | val_loss: 0.0312437 | Time: 2543.6 ms [2021-03-03 04:20:29 main:574] : INFO : Epoch 1592 | loss: 0.0312435 | val_loss: 0.0312457 | Time: 2544.24 ms [2021-03-03 04:20:32 main:574] : INFO : Epoch 1593 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 2551.64 ms [2021-03-03 04:20:34 main:574] : INFO : Epoch 1594 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 2544.67 ms [2021-03-03 04:20:37 main:574] : INFO : Epoch 1595 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 2539.22 ms [2021-03-03 04:20:39 main:574] : INFO : Epoch 1596 | loss: 0.0312442 | val_loss: 0.0312436 | Time: 2535.26 ms [2021-03-03 04:20:42 main:574] : INFO : Epoch 1597 | loss: 0.0312434 | val_loss: 0.0312448 | Time: 2544.37 ms [2021-03-03 04:20:45 main:574] : INFO : Epoch 1598 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 2533.04 ms [2021-03-03 04:20:47 main:574] : INFO : Epoch 1599 | loss: 0.0312439 | val_loss: 0.0312476 | Time: 2548.87 ms [2021-03-03 04:20:50 main:574] : INFO : Epoch 1600 | loss: 0.0312454 | val_loss: 0.0312442 | Time: 2535.56 ms [2021-03-03 04:20:53 main:574] : INFO : Epoch 1601 | loss: 0.0312444 | val_loss: 0.0312498 | Time: 2531.07 ms [2021-03-03 04:20:55 main:574] : INFO : Epoch 1602 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 2544.89 ms [2021-03-03 04:20:58 main:574] : INFO : Epoch 1603 | loss: 0.031245 | val_loss: 0.0312447 | Time: 2531.81 ms [2021-03-03 04:21:00 main:574] : INFO : Epoch 1604 | loss: 0.0312436 | val_loss: 0.0312456 | Time: 2531.68 ms [2021-03-03 04:21:03 main:574] : INFO : Epoch 1605 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 2530.67 ms [2021-03-03 04:21:06 main:574] : INFO : Epoch 1606 | loss: 0.0312439 | val_loss: 0.0312437 | Time: 2543.68 ms [2021-03-03 04:21:08 main:574] : INFO : Epoch 1607 | loss: 0.0312436 | val_loss: 0.0312457 | Time: 2559.38 ms [2021-03-03 04:21:11 main:574] : INFO : Epoch 1608 | loss: 0.0312437 | val_loss: 0.0312453 | Time: 2533.69 ms [2021-03-03 04:21:14 main:574] : INFO : Epoch 1609 | loss: 0.0312442 | val_loss: 0.0312445 | Time: 2545.7 ms [2021-03-03 04:21:16 main:574] : INFO : Epoch 1610 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 2552.86 ms [2021-03-03 04:21:19 main:574] : INFO : Epoch 1611 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 2524.21 ms [2021-03-03 04:21:21 main:574] : INFO : Epoch 1612 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 2532.41 ms [2021-03-03 04:21:24 main:574] : INFO : Epoch 1613 | loss: 0.0312444 | val_loss: 0.031246 | Time: 2538.44 ms [2021-03-03 04:21:27 main:574] : INFO : Epoch 1614 | loss: 0.0312437 | val_loss: 0.0312437 | Time: 2527.65 ms [2021-03-03 04:21:29 main:574] : INFO : Epoch 1615 | loss: 0.0312438 | val_loss: 0.0312454 | Time: 2540.65 ms [2021-03-03 04:21:32 main:574] : INFO : Epoch 1616 | loss: 0.0312438 | val_loss: 0.0312445 | Time: 2534.87 ms [2021-03-03 04:21:34 main:574] : INFO : Epoch 1617 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 2531.01 ms [2021-03-03 04:21:37 main:574] : INFO : Epoch 1618 | loss: 0.0312432 | val_loss: 0.0312449 | Time: 2548.2 ms [2021-03-03 04:21:40 main:574] : INFO : Epoch 1619 | loss: 0.0312439 | val_loss: 0.0312465 | Time: 2531.93 ms [2021-03-03 04:21:42 main:574] : INFO : Epoch 1620 | loss: 0.0312442 | val_loss: 0.0312445 | Time: 2536.32 ms [2021-03-03 04:21:45 main:574] : INFO : Epoch 1621 | loss: 0.031243 | val_loss: 0.0312437 | Time: 2539.53 ms [2021-03-03 04:21:48 main:574] : INFO : Epoch 1622 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 2548.58 ms [2021-03-03 04:21:50 main:574] : INFO : Epoch 1623 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 2536.9 ms [2021-03-03 04:21:53 main:574] : INFO : Epoch 1624 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 2545.52 ms [2021-03-03 04:21:55 main:574] : INFO : Epoch 1625 | loss: 0.031245 | val_loss: 0.031245 | Time: 2540.03 ms [2021-03-03 04:21:58 main:574] : INFO : Epoch 1626 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 2530.02 ms [2021-03-03 04:22:01 main:574] : INFO : Epoch 1627 | loss: 0.0312434 | val_loss: 0.0312442 | Time: 2544.56 ms [2021-03-03 04:22:03 main:574] : INFO : Epoch 1628 | loss: 0.0312434 | val_loss: 0.0312449 | Time: 2538.13 ms [2021-03-03 04:22:06 main:574] : INFO : Epoch 1629 | loss: 0.0312431 | val_loss: 0.0312444 | Time: 2554.33 ms [2021-03-03 04:22:08 main:574] : INFO : Epoch 1630 | loss: 0.0312428 | val_loss: 0.0312455 | Time: 2529.23 ms [2021-03-03 04:22:11 main:574] : INFO : Epoch 1631 | loss: 0.0312434 | val_loss: 0.0312442 | Time: 2534.9 ms [2021-03-03 04:22:14 main:574] : INFO : Epoch 1632 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 2550.3 ms [2021-03-03 04:22:16 main:574] : INFO : Epoch 1633 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 2537.98 ms [2021-03-03 04:22:19 main:574] : INFO : Epoch 1634 | loss: 0.0312447 | val_loss: 0.031245 | Time: 2547.76 ms [2021-03-03 04:22:22 main:574] : INFO : Epoch 1635 | loss: 0.0312436 | val_loss: 0.0312446 | Time: 2533.28 ms [2021-03-03 04:22:24 main:574] : INFO : Epoch 1636 | loss: 0.0312431 | val_loss: 0.0312448 | Time: 2543.73 ms [2021-03-03 04:22:27 main:574] : INFO : Epoch 1637 | loss: 0.0312436 | val_loss: 0.0312467 | Time: 2538.22 ms [2021-03-03 04:22:30 main:574] : INFO : Epoch 1638 | loss: 0.0312433 | val_loss: 0.0312446 | Time: 2526.33 ms [2021-03-03 04:22:32 main:574] : INFO : Epoch 1639 | loss: 0.0312443 | val_loss: 0.0312516 | Time: 2537.04 ms [2021-03-03 04:22:35 main:574] : INFO : Epoch 1640 | loss: 0.0312454 | val_loss: 0.0312438 | Time: 2544.13 ms [2021-03-03 04:22:37 main:574] : INFO : Epoch 1641 | loss: 0.031244 | val_loss: 0.0312437 | Time: 2527.56 ms [2021-03-03 04:22:40 main:574] : INFO : Epoch 1642 | loss: 0.0312435 | val_loss: 0.0312483 | Time: 2549.49 ms [2021-03-03 04:22:43 main:574] : INFO : Epoch 1643 | loss: 0.0312441 | val_loss: 0.0312436 | Time: 2551.57 ms [2021-03-03 04:22:45 main:574] : INFO : Epoch 1644 | loss: 0.0312435 | val_loss: 0.0312433 | Time: 2540.08 ms [2021-03-03 04:22:48 main:574] : INFO : Epoch 1645 | loss: 0.0312432 | val_loss: 0.0312449 | Time: 2544.11 ms [2021-03-03 04:22:50 main:574] : INFO : Epoch 1646 | loss: 0.0312425 | val_loss: 0.0312438 | Time: 2556.52 ms [2021-03-03 04:22:53 main:574] : INFO : Epoch 1647 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 2530.46 ms [2021-03-03 04:22:56 main:574] : INFO : Epoch 1648 | loss: 0.0312434 | val_loss: 0.0312438 | Time: 2554.87 ms [2021-03-03 04:22:58 main:574] : INFO : Epoch 1649 | loss: 0.0312432 | val_loss: 0.0312471 | Time: 2520.45 ms [2021-03-03 04:23:01 main:574] : INFO : Epoch 1650 | loss: 0.0312444 | val_loss: 0.031244 | Time: 2525.54 ms [2021-03-03 04:23:04 main:574] : INFO : Epoch 1651 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 2554.99 ms [2021-03-03 04:23:06 main:574] : INFO : Epoch 1652 | loss: 0.0312429 | val_loss: 0.0312436 | Time: 2552.18 ms [2021-03-03 04:23:09 main:574] : INFO : Epoch 1653 | loss: 0.031243 | val_loss: 0.0312443 | Time: 2544.15 ms [2021-03-03 04:23:11 main:574] : INFO : Epoch 1654 | loss: 0.0312428 | val_loss: 0.0312442 | Time: 2538 ms [2021-03-03 04:23:14 main:574] : INFO : Epoch 1655 | loss: 0.0312431 | val_loss: 0.0312457 | Time: 2541.12 ms [2021-03-03 04:23:17 main:574] : INFO : Epoch 1656 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 2548.62 ms [2021-03-03 04:23:19 main:574] : INFO : Epoch 1657 | loss: 0.0312429 | val_loss: 0.0312458 | Time: 2530.72 ms [2021-03-03 04:23:22 main:574] : INFO : Epoch 1658 | loss: 0.0312435 | val_loss: 0.0312445 | Time: 2535.1 ms [2021-03-03 04:23:25 main:574] : INFO : Epoch 1659 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 2552.29 ms [2021-03-03 04:23:27 main:574] : INFO : Epoch 1660 | loss: 0.031244 | val_loss: 0.031244 | Time: 2534.21 ms [2021-03-03 04:23:30 main:574] : INFO : Epoch 1661 | loss: 0.031245 | val_loss: 0.0312463 | Time: 2540.63 ms [2021-03-03 04:23:32 main:574] : INFO : Epoch 1662 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 2540.44 ms [2021-03-03 04:23:35 main:574] : INFO : Epoch 1663 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 2529.95 ms [2021-03-03 04:23:38 main:574] : INFO : Epoch 1664 | loss: 0.0312427 | val_loss: 0.0312473 | Time: 2537.15 ms [2021-03-03 04:23:40 main:574] : INFO : Epoch 1665 | loss: 0.0312441 | val_loss: 0.0312451 | Time: 2544.51 ms [2021-03-03 04:23:43 main:574] : INFO : Epoch 1666 | loss: 0.0312431 | val_loss: 0.031244 | Time: 2540.32 ms [2021-03-03 04:23:45 main:574] : INFO : Epoch 1667 | loss: 0.0312446 | val_loss: 0.0312485 | Time: 2611.91 ms [2021-03-03 04:23:48 main:574] : INFO : Epoch 1668 | loss: 0.0312451 | val_loss: 0.0312451 | Time: 2538.04 ms [2021-03-03 04:23:51 main:574] : INFO : Epoch 1669 | loss: 0.0312423 | val_loss: 0.031244 | Time: 2540.52 ms [2021-03-03 04:23:53 main:574] : INFO : Epoch 1670 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 2552.19 ms [2021-03-03 04:23:56 main:574] : INFO : Epoch 1671 | loss: 0.0312439 | val_loss: 0.0312497 | Time: 2541.31 ms [2021-03-03 04:23:59 main:574] : INFO : Epoch 1672 | loss: 0.0312446 | val_loss: 0.0312463 | Time: 2541.82 ms [2021-03-03 04:24:01 main:574] : INFO : Epoch 1673 | loss: 0.0312443 | val_loss: 0.0312467 | Time: 2540.53 ms [2021-03-03 04:24:04 main:574] : INFO : Epoch 1674 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 2535.81 ms [2021-03-03 04:24:06 main:574] : INFO : Epoch 1675 | loss: 0.0312425 | val_loss: 0.0312457 | Time: 2543.25 ms [2021-03-03 04:24:09 main:574] : INFO : Epoch 1676 | loss: 0.0312432 | val_loss: 0.0312464 | Time: 2535.39 ms [2021-03-03 04:24:12 main:574] : INFO : Epoch 1677 | loss: 0.0312444 | val_loss: 0.031244 | Time: 2522.51 ms [2021-03-03 04:24:14 main:574] : INFO : Epoch 1678 | loss: 0.031243 | val_loss: 0.0312451 | Time: 2533.8 ms [2021-03-03 04:24:17 main:574] : INFO : Epoch 1679 | loss: 0.0312427 | val_loss: 0.0312454 | Time: 2531.63 ms [2021-03-03 04:24:19 main:574] : INFO : Epoch 1680 | loss: 0.0312429 | val_loss: 0.0312441 | Time: 2530.76 ms [2021-03-03 04:24:22 main:574] : INFO : Epoch 1681 | loss: 0.0312437 | val_loss: 0.031244 | Time: 2550.93 ms [2021-03-03 04:24:25 main:574] : INFO : Epoch 1682 | loss: 0.0312436 | val_loss: 0.0312447 | Time: 2559.1 ms [2021-03-03 04:24:27 main:574] : INFO : Epoch 1683 | loss: 0.0312437 | val_loss: 0.0312473 | Time: 2544.33 ms [2021-03-03 04:24:30 main:574] : INFO : Epoch 1684 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 2533.28 ms [2021-03-03 04:24:33 main:574] : INFO : Epoch 1685 | loss: 0.0312456 | val_loss: 0.0312451 | Time: 2533.87 ms [2021-03-03 04:24:35 main:574] : INFO : Epoch 1686 | loss: 0.0312449 | val_loss: 0.0312496 | Time: 2536.52 ms [2021-03-03 04:24:38 main:574] : INFO : Epoch 1687 | loss: 0.0312438 | val_loss: 0.0312449 | Time: 2543.3 ms [2021-03-03 04:24:40 main:574] : INFO : Epoch 1688 | loss: 0.0312428 | val_loss: 0.0312461 | Time: 2536.91 ms [2021-03-03 04:24:43 main:574] : INFO : Epoch 1689 | loss: 0.0312432 | val_loss: 0.0312445 | Time: 2547.33 ms [2021-03-03 04:24:46 main:574] : INFO : Epoch 1690 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 2536.58 ms [2021-03-03 04:24:48 main:574] : INFO : Epoch 1691 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 2535.04 ms [2021-03-03 04:24:51 main:574] : INFO : Epoch 1692 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 2541.16 ms [2021-03-03 04:24:54 main:574] : INFO : Epoch 1693 | loss: 0.0312435 | val_loss: 0.0312452 | Time: 2545.85 ms [2021-03-03 04:24:56 main:574] : INFO : Epoch 1694 | loss: 0.0312436 | val_loss: 0.031245 | Time: 2547.08 ms [2021-03-03 04:24:59 main:574] : INFO : Epoch 1695 | loss: 0.0312434 | val_loss: 0.0312444 | Time: 2529.75 ms [2021-03-03 04:25:01 main:574] : INFO : Epoch 1696 | loss: 0.0312433 | val_loss: 0.0312443 | Time: 2529.38 ms [2021-03-03 04:25:04 main:574] : INFO : Epoch 1697 | loss: 0.0312435 | val_loss: 0.0312463 | Time: 2542.59 ms [2021-03-03 04:25:07 main:574] : INFO : Epoch 1698 | loss: 0.031243 | val_loss: 0.0312444 | Time: 2554.52 ms [2021-03-03 04:25:09 main:574] : INFO : Epoch 1699 | loss: 0.0312432 | val_loss: 0.0312499 | Time: 2532.68 ms [2021-03-03 04:25:12 main:574] : INFO : Epoch 1700 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 2553.64 ms [2021-03-03 04:25:14 main:574] : INFO : Epoch 1701 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 2535 ms [2021-03-03 04:25:17 main:574] : INFO : Epoch 1702 | loss: 0.0312434 | val_loss: 0.0312447 | Time: 2531.47 ms [2021-03-03 04:25:20 main:574] : INFO : Epoch 1703 | loss: 0.031243 | val_loss: 0.031245 | Time: 2541.22 ms [2021-03-03 04:25:22 main:574] : INFO : Epoch 1704 | loss: 0.0312435 | val_loss: 0.0312464 | Time: 2534.25 ms [2021-03-03 04:25:25 main:574] : INFO : Epoch 1705 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 2547.97 ms [2021-03-03 04:25:28 main:574] : INFO : Epoch 1706 | loss: 0.0312432 | val_loss: 0.0312454 | Time: 2537.51 ms [2021-03-03 04:25:30 main:574] : INFO : Epoch 1707 | loss: 0.0312436 | val_loss: 0.0312447 | Time: 2548.53 ms [2021-03-03 04:25:33 main:574] : INFO : Epoch 1708 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 2546.67 ms [2021-03-03 04:25:35 main:574] : INFO : Epoch 1709 | loss: 0.031243 | val_loss: 0.0312456 | Time: 2547.88 ms [2021-03-03 04:25:38 main:574] : INFO : Epoch 1710 | loss: 0.0312437 | val_loss: 0.0312457 | Time: 2531.18 ms [2021-03-03 04:25:41 main:574] : INFO : Epoch 1711 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 2548.24 ms [2021-03-03 04:25:43 main:574] : INFO : Epoch 1712 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 2533.39 ms [2021-03-03 04:25:46 main:574] : INFO : Epoch 1713 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 2545.66 ms [2021-03-03 04:25:48 main:574] : INFO : Epoch 1714 | loss: 0.0312431 | val_loss: 0.031245 | Time: 2541.02 ms [2021-03-03 04:25:51 main:574] : INFO : Epoch 1715 | loss: 0.0312432 | val_loss: 0.031245 | Time: 2541.65 ms [2021-03-03 04:25:54 main:574] : INFO : Epoch 1716 | loss: 0.0312436 | val_loss: 0.0312451 | Time: 2549.38 ms [2021-03-03 04:25:56 main:574] : INFO : Epoch 1717 | loss: 0.0312431 | val_loss: 0.0312451 | Time: 2540.28 ms [2021-03-03 04:25:59 main:574] : INFO : Epoch 1718 | loss: 0.031243 | val_loss: 0.0312446 | Time: 2535.77 ms [2021-03-03 04:26:02 main:574] : INFO : Epoch 1719 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 2555.12 ms [2021-03-03 04:26:04 main:574] : INFO : Epoch 1720 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 2543.27 ms [2021-03-03 04:26:07 main:574] : INFO : Epoch 1721 | loss: 0.0312434 | val_loss: 0.031245 | Time: 2541.12 ms [2021-03-03 04:26:09 main:574] : INFO : Epoch 1722 | loss: 0.0312439 | val_loss: 0.0312452 | Time: 2541.31 ms [2021-03-03 04:26:12 main:574] : INFO : Epoch 1723 | loss: 0.0312436 | val_loss: 0.0312449 | Time: 2530.98 ms [2021-03-03 04:26:15 main:574] : INFO : Epoch 1724 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 2543.36 ms [2021-03-03 04:26:17 main:574] : INFO : Epoch 1725 | loss: 0.0312431 | val_loss: 0.0312447 | Time: 2542.33 ms [2021-03-03 04:26:20 main:574] : INFO : Epoch 1726 | loss: 0.0312427 | val_loss: 0.0312452 | Time: 2533.23 ms [2021-03-03 04:26:23 main:574] : INFO : Epoch 1727 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 2553.87 ms [2021-03-03 04:26:25 main:574] : INFO : Epoch 1728 | loss: 0.0312435 | val_loss: 0.0312451 | Time: 2537.81 ms [2021-03-03 04:26:28 main:574] : INFO : Epoch 1729 | loss: 0.0312435 | val_loss: 0.0312451 | Time: 2536.23 ms [2021-03-03 04:26:30 main:574] : INFO : Epoch 1730 | loss: 0.0312434 | val_loss: 0.031245 | Time: 2549.74 ms [2021-03-03 04:26:33 main:574] : INFO : Epoch 1731 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 2535.49 ms [2021-03-03 04:26:36 main:574] : INFO : Epoch 1732 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 2547.7 ms [2021-03-03 04:26:38 main:574] : INFO : Epoch 1733 | loss: 0.0312432 | val_loss: 0.0312449 | Time: 2543.65 ms [2021-03-03 04:26:41 main:574] : INFO : Epoch 1734 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 2542.32 ms [2021-03-03 04:26:44 main:574] : INFO : Epoch 1735 | loss: 0.031243 | val_loss: 0.0312454 | Time: 2563.99 ms [2021-03-03 04:26:46 main:574] : INFO : Epoch 1736 | loss: 0.0312427 | val_loss: 0.0312447 | Time: 2534.55 ms [2021-03-03 04:26:49 main:574] : INFO : Epoch 1737 | loss: 0.0312436 | val_loss: 0.0312447 | Time: 2542.39 ms [2021-03-03 04:26:51 main:574] : INFO : Epoch 1738 | loss: 0.0312433 | val_loss: 0.0312442 | Time: 2540.69 ms [2021-03-03 04:26:54 main:574] : INFO : Epoch 1739 | loss: 0.0312428 | val_loss: 0.0312458 | Time: 2537.47 ms [2021-03-03 04:26:57 main:574] : INFO : Epoch 1740 | loss: 0.0312428 | val_loss: 0.0312444 | Time: 2544.86 ms [2021-03-03 04:26:59 main:574] : INFO : Epoch 1741 | loss: 0.0312432 | val_loss: 0.0312444 | Time: 2531.59 ms [2021-03-03 04:27:02 main:574] : INFO : Epoch 1742 | loss: 0.0312433 | val_loss: 0.0312443 | Time: 2536.12 ms [2021-03-03 04:27:05 main:574] : INFO : Epoch 1743 | loss: 0.0312437 | val_loss: 0.031246 | Time: 2552.38 ms [2021-03-03 04:27:07 main:574] : INFO : Epoch 1744 | loss: 0.0312432 | val_loss: 0.0312452 | Time: 2540.94 ms [2021-03-03 04:27:10 main:574] : INFO : Epoch 1745 | loss: 0.0312439 | val_loss: 0.031245 | Time: 2537.8 ms [2021-03-03 04:27:12 main:574] : INFO : Epoch 1746 | loss: 0.0312444 | val_loss: 0.0312466 | Time: 2547.53 ms [2021-03-03 04:27:15 main:574] : INFO : Epoch 1747 | loss: 0.031244 | val_loss: 0.0312448 | Time: 2536.53 ms [2021-03-03 04:27:18 main:574] : INFO : Epoch 1748 | loss: 0.0312435 | val_loss: 0.0312459 | Time: 2537.34 ms [2021-03-03 04:27:20 main:574] : INFO : Epoch 1749 | loss: 0.0312427 | val_loss: 0.0312442 | Time: 2547.83 ms [2021-03-03 04:27:23 main:574] : INFO : Epoch 1750 | loss: 0.0312432 | val_loss: 0.0312465 | Time: 2529.43 ms [2021-03-03 04:27:25 main:574] : INFO : Epoch 1751 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 2550.59 ms [2021-03-03 04:27:28 main:574] : INFO : Epoch 1752 | loss: 0.0312451 | val_loss: 0.0312489 | Time: 2536.08 ms [2021-03-03 04:27:31 main:574] : INFO : Epoch 1753 | loss: 0.0312453 | val_loss: 0.0312508 | Time: 2537.25 ms [2021-03-03 04:27:33 main:574] : INFO : Epoch 1754 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 2550.35 ms [2021-03-03 04:27:36 main:574] : INFO : Epoch 1755 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2535.4 ms [2021-03-03 04:27:38 main:574] : INFO : Epoch 1756 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 2532.17 ms [2021-03-03 04:27:41 main:574] : INFO : Epoch 1757 | loss: 0.0312439 | val_loss: 0.0312449 | Time: 2554.06 ms [2021-03-03 04:27:44 main:574] : INFO : Epoch 1758 | loss: 0.0312431 | val_loss: 0.0312467 | Time: 2536.41 ms [2021-03-03 04:27:46 main:574] : INFO : Epoch 1759 | loss: 0.0312438 | val_loss: 0.031247 | Time: 2542.1 ms [2021-03-03 04:27:49 main:574] : INFO : Epoch 1760 | loss: 0.031244 | val_loss: 0.0312447 | Time: 2538.04 ms [2021-03-03 04:27:52 main:574] : INFO : Epoch 1761 | loss: 0.0312448 | val_loss: 0.0312466 | Time: 2537.61 ms [2021-03-03 04:27:54 main:574] : INFO : Epoch 1762 | loss: 0.0312434 | val_loss: 0.0312451 | Time: 2542.18 ms [2021-03-03 04:27:57 main:574] : INFO : Epoch 1763 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 2537.67 ms [2021-03-03 04:27:59 main:574] : INFO : Epoch 1764 | loss: 0.0312439 | val_loss: 0.0312461 | Time: 2543.37 ms [2021-03-03 04:28:02 main:574] : INFO : Epoch 1765 | loss: 0.031243 | val_loss: 0.0312444 | Time: 2554.52 ms [2021-03-03 04:28:05 main:574] : INFO : Epoch 1766 | loss: 0.0312431 | val_loss: 0.0312449 | Time: 2534.83 ms [2021-03-03 04:28:07 main:574] : INFO : Epoch 1767 | loss: 0.0312437 | val_loss: 0.0312446 | Time: 2543.24 ms [2021-03-03 04:28:10 main:574] : INFO : Epoch 1768 | loss: 0.0312432 | val_loss: 0.0312453 | Time: 2545.15 ms [2021-03-03 04:28:13 main:574] : INFO : Epoch 1769 | loss: 0.0312432 | val_loss: 0.0312449 | Time: 2529.74 ms [2021-03-03 04:28:15 main:574] : INFO : Epoch 1770 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 2538.49 ms [2021-03-03 04:28:18 main:574] : INFO : Epoch 1771 | loss: 0.0312435 | val_loss: 0.0312475 | Time: 2541.46 ms [2021-03-03 04:28:20 main:574] : INFO : Epoch 1772 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 2535.17 ms [2021-03-03 04:28:23 main:574] : INFO : Epoch 1773 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 2543.38 ms [2021-03-03 04:28:26 main:574] : INFO : Epoch 1774 | loss: 0.0312431 | val_loss: 0.0312453 | Time: 2535.92 ms [2021-03-03 04:28:28 main:574] : INFO : Epoch 1775 | loss: 0.031244 | val_loss: 0.0312444 | Time: 2537.06 ms [2021-03-03 04:28:31 main:574] : INFO : Epoch 1776 | loss: 0.0312428 | val_loss: 0.0312442 | Time: 2550.99 ms [2021-03-03 04:28:33 main:574] : INFO : Epoch 1777 | loss: 0.0312432 | val_loss: 0.0312444 | Time: 2538.35 ms [2021-03-03 04:28:36 main:574] : INFO : Epoch 1778 | loss: 0.0312433 | val_loss: 0.0312439 | Time: 2535.77 ms [2021-03-03 04:28:39 main:574] : INFO : Epoch 1779 | loss: 0.0312431 | val_loss: 0.0312497 | Time: 2538.23 ms [2021-03-03 04:28:41 main:574] : INFO : Epoch 1780 | loss: 0.0312437 | val_loss: 0.0312459 | Time: 2531.55 ms [2021-03-03 04:28:44 main:574] : INFO : Epoch 1781 | loss: 0.0312442 | val_loss: 0.0312449 | Time: 2520.95 ms [2021-03-03 04:28:47 main:574] : INFO : Epoch 1782 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 2532.42 ms [2021-03-03 04:28:49 main:574] : INFO : Epoch 1783 | loss: 0.0312449 | val_loss: 0.0312469 | Time: 2530.05 ms [2021-03-03 04:28:52 main:574] : INFO : Epoch 1784 | loss: 0.0312433 | val_loss: 0.031246 | Time: 2541.23 ms [2021-03-03 04:28:54 main:574] : INFO : Epoch 1785 | loss: 0.0312451 | val_loss: 0.0312481 | Time: 2538.1 ms [2021-03-03 04:28:57 main:574] : INFO : Epoch 1786 | loss: 0.0312451 | val_loss: 0.031245 | Time: 2530.97 ms [2021-03-03 04:29:00 main:574] : INFO : Epoch 1787 | loss: 0.0312434 | val_loss: 0.0312445 | Time: 2547.2 ms [2021-03-03 04:29:02 main:574] : INFO : Epoch 1788 | loss: 0.0312427 | val_loss: 0.0312452 | Time: 2530.99 ms [2021-03-03 04:29:05 main:574] : INFO : Epoch 1789 | loss: 0.0312429 | val_loss: 0.031246 | Time: 2545.21 ms [2021-03-03 04:29:08 main:574] : INFO : Epoch 1790 | loss: 0.031245 | val_loss: 0.0312449 | Time: 2538.64 ms [2021-03-03 04:29:10 main:574] : INFO : Epoch 1791 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 2548.57 ms [2021-03-03 04:29:13 main:574] : INFO : Epoch 1792 | loss: 0.0312428 | val_loss: 0.0312447 | Time: 2551.63 ms [2021-03-03 04:29:15 main:574] : INFO : Epoch 1793 | loss: 0.0312428 | val_loss: 0.031245 | Time: 2542.24 ms [2021-03-03 04:29:18 main:574] : INFO : Epoch 1794 | loss: 0.0312429 | val_loss: 0.0312441 | Time: 2537.53 ms [2021-03-03 04:29:21 main:574] : INFO : Epoch 1795 | loss: 0.0312428 | val_loss: 0.031245 | Time: 2555.61 ms [2021-03-03 04:29:23 main:574] : INFO : Epoch 1796 | loss: 0.0312428 | val_loss: 0.0312447 | Time: 2544.93 ms [2021-03-03 04:29:26 main:574] : INFO : Epoch 1797 | loss: 0.0312426 | val_loss: 0.0312444 | Time: 2529.47 ms [2021-03-03 04:29:29 main:574] : INFO : Epoch 1798 | loss: 0.0312424 | val_loss: 0.0312442 | Time: 2546.56 ms [2021-03-03 04:29:31 main:574] : INFO : Epoch 1799 | loss: 0.0312431 | val_loss: 0.031245 | Time: 2533.81 ms [2021-03-03 04:29:34 main:574] : INFO : Epoch 1800 | loss: 0.0312438 | val_loss: 0.0312448 | Time: 2558.53 ms [2021-03-03 04:29:36 main:574] : INFO : Epoch 1801 | loss: 0.0312433 | val_loss: 0.0312467 | Time: 2540.77 ms [2021-03-03 04:29:39 main:574] : INFO : Epoch 1802 | loss: 0.0312435 | val_loss: 0.0312447 | Time: 2542.53 ms [2021-03-03 04:29:42 main:574] : INFO : Epoch 1803 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2560.54 ms [2021-03-03 04:29:44 main:574] : INFO : Epoch 1804 | loss: 0.0312438 | val_loss: 0.0312497 | Time: 2539.86 ms [2021-03-03 04:29:47 main:574] : INFO : Epoch 1805 | loss: 0.0312435 | val_loss: 0.0312451 | Time: 2539.09 ms [2021-03-03 04:29:50 main:574] : INFO : Epoch 1806 | loss: 0.0312434 | val_loss: 0.0312448 | Time: 2544.33 ms [2021-03-03 04:29:52 main:574] : INFO : Epoch 1807 | loss: 0.0312424 | val_loss: 0.0312443 | Time: 2530.47 ms [2021-03-03 04:29:55 main:574] : INFO : Epoch 1808 | loss: 0.0312424 | val_loss: 0.0312445 | Time: 2537.11 ms [2021-03-03 04:29:57 main:574] : INFO : Epoch 1809 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 2541.49 ms [2021-03-03 04:30:00 main:574] : INFO : Epoch 1810 | loss: 0.0312431 | val_loss: 0.0312447 | Time: 2546.67 ms [2021-03-03 04:30:03 main:574] : INFO : Epoch 1811 | loss: 0.0312431 | val_loss: 0.0312447 | Time: 2533.41 ms [2021-03-03 04:30:05 main:574] : INFO : Epoch 1812 | loss: 0.0312425 | val_loss: 0.0312443 | Time: 2533.66 ms [2021-03-03 04:30:08 main:574] : INFO : Epoch 1813 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 2540.94 ms [2021-03-03 04:30:10 main:574] : INFO : Epoch 1814 | loss: 0.0312441 | val_loss: 0.0312454 | Time: 2550.17 ms [2021-03-03 04:30:13 main:574] : INFO : Epoch 1815 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 2542.22 ms [2021-03-03 04:30:16 main:574] : INFO : Epoch 1816 | loss: 0.0312435 | val_loss: 0.0312451 | Time: 2541.99 ms [2021-03-03 04:30:18 main:574] : INFO : Epoch 1817 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 2547.69 ms [2021-03-03 04:30:21 main:574] : INFO : Epoch 1818 | loss: 0.0312434 | val_loss: 0.0312448 | Time: 2541.33 ms [2021-03-03 04:30:24 main:574] : INFO : Epoch 1819 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 2537.61 ms [2021-03-03 04:30:26 main:574] : INFO : Epoch 1820 | loss: 0.031244 | val_loss: 0.0312457 | Time: 2525.3 ms [2021-03-03 04:30:29 main:574] : INFO : Epoch 1821 | loss: 0.0312444 | val_loss: 0.0312448 | Time: 2535.33 ms [2021-03-03 04:30:31 main:574] : INFO : Epoch 1822 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 2551.39 ms [2021-03-03 04:30:34 main:574] : INFO : Epoch 1823 | loss: 0.0312431 | val_loss: 0.0312444 | Time: 2538.76 ms [2021-03-03 04:30:37 main:574] : INFO : Epoch 1824 | loss: 0.0312431 | val_loss: 0.0312443 | Time: 2535.47 ms [2021-03-03 04:30:39 main:574] : INFO : Epoch 1825 | loss: 0.031244 | val_loss: 0.0312444 | Time: 2553.21 ms [2021-03-03 04:30:42 main:574] : INFO : Epoch 1826 | loss: 0.031243 | val_loss: 0.0312433 | Time: 2541.32 ms [2021-03-03 04:30:44 main:574] : INFO : Epoch 1827 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 2543.59 ms [2021-03-03 04:30:47 main:574] : INFO : Epoch 1828 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 2538.61 ms [2021-03-03 04:30:50 main:574] : INFO : Epoch 1829 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 2540.69 ms [2021-03-03 04:30:52 main:574] : INFO : Epoch 1830 | loss: 0.0312431 | val_loss: 0.0312444 | Time: 2553.68 ms [2021-03-03 04:30:55 main:574] : INFO : Epoch 1831 | loss: 0.031243 | val_loss: 0.0312471 | Time: 2539.55 ms [2021-03-03 04:30:58 main:574] : INFO : Epoch 1832 | loss: 0.0312465 | val_loss: 0.031247 | Time: 2538.79 ms [2021-03-03 04:31:00 main:574] : INFO : Epoch 1833 | loss: 0.0312433 | val_loss: 0.0312464 | Time: 2555.87 ms [2021-03-03 04:31:03 main:574] : INFO : Epoch 1834 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 2529.96 ms [2021-03-03 04:31:05 main:574] : INFO : Epoch 1835 | loss: 0.0312426 | val_loss: 0.0312479 | Time: 2535.76 ms [2021-03-03 04:31:08 main:574] : INFO : Epoch 1836 | loss: 0.0312439 | val_loss: 0.031248 | Time: 2535.88 ms [2021-03-03 04:31:11 main:574] : INFO : Epoch 1837 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 2546.09 ms [2021-03-03 04:31:13 main:574] : INFO : Epoch 1838 | loss: 0.0312434 | val_loss: 0.0312447 | Time: 2539.49 ms [2021-03-03 04:31:16 main:574] : INFO : Epoch 1839 | loss: 0.0312438 | val_loss: 0.0312448 | Time: 2550.33 ms [2021-03-03 04:31:18 main:574] : INFO : Epoch 1840 | loss: 0.0312449 | val_loss: 0.0312462 | Time: 2540.97 ms [2021-03-03 04:31:21 main:574] : INFO : Epoch 1841 | loss: 0.0312447 | val_loss: 0.0312475 | Time: 2554.65 ms [2021-03-03 04:31:24 main:574] : INFO : Epoch 1842 | loss: 0.0312458 | val_loss: 0.0312467 | Time: 2528.82 ms [2021-03-03 04:31:26 main:574] : INFO : Epoch 1843 | loss: 0.0312443 | val_loss: 0.0312454 | Time: 2524.43 ms [2021-03-03 04:31:29 main:574] : INFO : Epoch 1844 | loss: 0.0312439 | val_loss: 0.0312457 | Time: 2548.35 ms [2021-03-03 04:31:32 main:574] : INFO : Epoch 1845 | loss: 0.0312459 | val_loss: 0.0312489 | Time: 2531.1 ms [2021-03-03 04:31:34 main:574] : INFO : Epoch 1846 | loss: 0.031246 | val_loss: 0.03125 | Time: 2545.55 ms [2021-03-03 04:31:37 main:574] : INFO : Epoch 1847 | loss: 0.0312446 | val_loss: 0.0312462 | Time: 2533.42 ms [2021-03-03 04:31:39 main:574] : INFO : Epoch 1848 | loss: 0.0312454 | val_loss: 0.031249 | Time: 2535.8 ms [2021-03-03 04:31:42 main:574] : INFO : Epoch 1849 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 2555.73 ms [2021-03-03 04:31:45 main:574] : INFO : Epoch 1850 | loss: 0.031245 | val_loss: 0.0312456 | Time: 2536.33 ms [2021-03-03 04:31:47 main:574] : INFO : Epoch 1851 | loss: 0.0312441 | val_loss: 0.031246 | Time: 2543.36 ms [2021-03-03 04:31:50 main:574] : INFO : Epoch 1852 | loss: 0.0312459 | val_loss: 0.0312483 | Time: 2553.18 ms [2021-03-03 04:31:53 main:574] : INFO : Epoch 1853 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 2539.44 ms [2021-03-03 04:31:55 main:574] : INFO : Epoch 1854 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 2540.31 ms [2021-03-03 04:31:58 main:574] : INFO : Epoch 1855 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 2548.61 ms [2021-03-03 04:32:00 main:574] : INFO : Epoch 1856 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 2533.06 ms [2021-03-03 04:32:03 main:574] : INFO : Epoch 1857 | loss: 0.0312443 | val_loss: 0.0312483 | Time: 2536.49 ms [2021-03-03 04:32:06 main:574] : INFO : Epoch 1858 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 2535.95 ms [2021-03-03 04:32:08 main:574] : INFO : Epoch 1859 | loss: 0.0312456 | val_loss: 0.031249 | Time: 2536.59 ms [2021-03-03 04:32:11 main:574] : INFO : Epoch 1860 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2563.8 ms [2021-03-03 04:32:13 main:574] : INFO : Epoch 1861 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 2531.2 ms [2021-03-03 04:32:16 main:574] : INFO : Epoch 1862 | loss: 0.0312467 | val_loss: 0.0312482 | Time: 2553.5 ms [2021-03-03 04:32:19 main:574] : INFO : Epoch 1863 | loss: 0.0312452 | val_loss: 0.031246 | Time: 2555.7 ms [2021-03-03 04:32:21 main:574] : INFO : Epoch 1864 | loss: 0.0312448 | val_loss: 0.0312455 | Time: 2536.31 ms [2021-03-03 04:32:24 main:574] : INFO : Epoch 1865 | loss: 0.0312449 | val_loss: 0.0312484 | Time: 2545.37 ms [2021-03-03 04:32:27 main:574] : INFO : Epoch 1866 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 2543.37 ms [2021-03-03 04:32:29 main:574] : INFO : Epoch 1867 | loss: 0.0312452 | val_loss: 0.0312476 | Time: 2541.69 ms [2021-03-03 04:32:32 main:574] : INFO : Epoch 1868 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 2543.97 ms [2021-03-03 04:32:34 main:574] : INFO : Epoch 1869 | loss: 0.0312448 | val_loss: 0.0312465 | Time: 2545.45 ms [2021-03-03 04:32:37 main:574] : INFO : Epoch 1870 | loss: 0.0312451 | val_loss: 0.0312498 | Time: 2541.76 ms [2021-03-03 04:32:40 main:574] : INFO : Epoch 1871 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 2559.63 ms [2021-03-03 04:32:42 main:574] : INFO : Epoch 1872 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 2573.83 ms [2021-03-03 04:32:45 main:574] : INFO : Epoch 1873 | loss: 0.0312444 | val_loss: 0.0312456 | Time: 2539.53 ms [2021-03-03 04:32:48 main:574] : INFO : Epoch 1874 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 2540.44 ms [2021-03-03 04:32:50 main:574] : INFO : Epoch 1875 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 2539.68 ms [2021-03-03 04:32:53 main:574] : INFO : Epoch 1876 | loss: 0.0312488 | val_loss: 0.0312471 | Time: 2543.81 ms [2021-03-03 04:32:55 main:574] : INFO : Epoch 1877 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 2541.49 ms [2021-03-03 04:32:58 main:574] : INFO : Epoch 1878 | loss: 0.0312457 | val_loss: 0.0312481 | Time: 2539.11 ms [2021-03-03 04:33:01 main:574] : INFO : Epoch 1879 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 2532.47 ms [2021-03-03 04:33:03 main:574] : INFO : Epoch 1880 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 2546.14 ms [2021-03-03 04:33:06 main:574] : INFO : Epoch 1881 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 2536.05 ms [2021-03-03 04:33:08 main:574] : INFO : Epoch 1882 | loss: 0.0312443 | val_loss: 0.0312454 | Time: 2547.04 ms [2021-03-03 04:33:11 main:574] : INFO : Epoch 1883 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 2534.95 ms [2021-03-03 04:33:14 main:574] : INFO : Epoch 1884 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 2546.27 ms [2021-03-03 04:33:16 main:574] : INFO : Epoch 1885 | loss: 0.031244 | val_loss: 0.0312448 | Time: 2555.33 ms [2021-03-03 04:33:19 main:574] : INFO : Epoch 1886 | loss: 0.031244 | val_loss: 0.0312452 | Time: 2534.53 ms [2021-03-03 04:33:22 main:574] : INFO : Epoch 1887 | loss: 0.0312445 | val_loss: 0.0312486 | Time: 2549.97 ms [2021-03-03 04:33:24 main:574] : INFO : Epoch 1888 | loss: 0.0312465 | val_loss: 0.0312489 | Time: 2537.71 ms [2021-03-03 04:33:27 main:574] : INFO : Epoch 1889 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 2535.46 ms [2021-03-03 04:33:29 main:574] : INFO : Epoch 1890 | loss: 0.0312452 | val_loss: 0.0312451 | Time: 2540.06 ms [2021-03-03 04:33:32 main:574] : INFO : Epoch 1891 | loss: 0.0312444 | val_loss: 0.031245 | Time: 2517.82 ms [2021-03-03 04:33:35 main:574] : INFO : Epoch 1892 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 2539.62 ms [2021-03-03 04:33:37 main:574] : INFO : Epoch 1893 | loss: 0.0312442 | val_loss: 0.0312454 | Time: 2544.95 ms [2021-03-03 04:33:40 main:574] : INFO : Epoch 1894 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 2532.42 ms [2021-03-03 04:33:43 main:574] : INFO : Epoch 1895 | loss: 0.031244 | val_loss: 0.0312456 | Time: 2546.54 ms [2021-03-03 04:33:45 main:574] : INFO : Epoch 1896 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 2555.47 ms [2021-03-03 04:33:48 main:574] : INFO : Epoch 1897 | loss: 0.0312457 | val_loss: 0.0312474 | Time: 2537.49 ms [2021-03-03 04:33:50 main:574] : INFO : Epoch 1898 | loss: 0.0312458 | val_loss: 0.0312481 | Time: 2538.53 ms [2021-03-03 04:33:53 main:574] : INFO : Epoch 1899 | loss: 0.0312449 | val_loss: 0.031246 | Time: 2534.73 ms [2021-03-03 04:33:56 main:574] : INFO : Epoch 1900 | loss: 0.0312443 | val_loss: 0.0312451 | Time: 2542.21 ms [2021-03-03 04:33:58 main:574] : INFO : Epoch 1901 | loss: 0.0312446 | val_loss: 0.031245 | Time: 2550.18 ms [2021-03-03 04:34:01 main:574] : INFO : Epoch 1902 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 2531.36 ms [2021-03-03 04:34:03 main:574] : INFO : Epoch 1903 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 2538.67 ms [2021-03-03 04:34:06 main:574] : INFO : Epoch 1904 | loss: 0.031245 | val_loss: 0.0312468 | Time: 2561.72 ms [2021-03-03 04:34:09 main:574] : INFO : Epoch 1905 | loss: 0.0312445 | val_loss: 0.0312451 | Time: 2532.13 ms [2021-03-03 04:34:11 main:574] : INFO : Epoch 1906 | loss: 0.0312447 | val_loss: 0.0312448 | Time: 2543.98 ms [2021-03-03 04:34:14 main:574] : INFO : Epoch 1907 | loss: 0.0312442 | val_loss: 0.0312456 | Time: 2538.75 ms [2021-03-03 04:34:17 main:574] : INFO : Epoch 1908 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 2533.04 ms [2021-03-03 04:34:19 main:574] : INFO : Epoch 1909 | loss: 0.031245 | val_loss: 0.0312465 | Time: 2547.69 ms [2021-03-03 04:34:22 main:574] : INFO : Epoch 1910 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 2537.86 ms [2021-03-03 04:34:24 main:574] : INFO : Epoch 1911 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 2541.5 ms [2021-03-03 04:34:27 main:574] : INFO : Epoch 1912 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2557.66 ms [2021-03-03 04:34:30 main:574] : INFO : Epoch 1913 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 2551.37 ms [2021-03-03 04:34:32 main:574] : INFO : Epoch 1914 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 2537.69 ms [2021-03-03 04:34:35 main:574] : INFO : Epoch 1915 | loss: 0.0312445 | val_loss: 0.0312448 | Time: 2533.74 ms [2021-03-03 04:34:38 main:574] : INFO : Epoch 1916 | loss: 0.0312443 | val_loss: 0.0312452 | Time: 2525.31 ms [2021-03-03 04:34:40 main:574] : INFO : Epoch 1917 | loss: 0.0312441 | val_loss: 0.031245 | Time: 2540.07 ms [2021-03-03 04:34:43 main:574] : INFO : Epoch 1918 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 2544.57 ms [2021-03-03 04:34:45 main:574] : INFO : Epoch 1919 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 2530.25 ms [2021-03-03 04:34:48 main:574] : INFO : Epoch 1920 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 2552.18 ms [2021-03-03 04:34:51 main:574] : INFO : Epoch 1921 | loss: 0.0312443 | val_loss: 0.0312478 | Time: 2537.88 ms [2021-03-03 04:34:53 main:574] : INFO : Epoch 1922 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 2542.58 ms [2021-03-03 04:34:56 main:574] : INFO : Epoch 1923 | loss: 0.0312441 | val_loss: 0.0312451 | Time: 2541.98 ms [2021-03-03 04:34:59 main:574] : INFO : Epoch 1924 | loss: 0.0312439 | val_loss: 0.0312457 | Time: 2544.11 ms [2021-03-03 04:35:01 main:574] : INFO : Epoch 1925 | loss: 0.0312439 | val_loss: 0.0312462 | Time: 2555.75 ms [2021-03-03 04:35:04 main:574] : INFO : Epoch 1926 | loss: 0.0312462 | val_loss: 0.0312503 | Time: 2539.79 ms [2021-03-03 04:35:06 main:574] : INFO : Epoch 1927 | loss: 0.0312463 | val_loss: 0.0312483 | Time: 2538.76 ms [2021-03-03 04:35:09 main:574] : INFO : Epoch 1928 | loss: 0.0312449 | val_loss: 0.0312459 | Time: 2550.39 ms [2021-03-03 04:35:12 main:574] : INFO : Epoch 1929 | loss: 0.0312447 | val_loss: 0.0312467 | Time: 2530.19 ms [2021-03-03 04:35:14 main:574] : INFO : Epoch 1930 | loss: 0.0312449 | val_loss: 0.031245 | Time: 2543.29 ms [2021-03-03 04:35:17 main:574] : INFO : Epoch 1931 | loss: 0.031244 | val_loss: 0.0312464 | Time: 2549.98 ms [2021-03-03 04:35:19 main:574] : INFO : Epoch 1932 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 2537.68 ms [2021-03-03 04:35:22 main:574] : INFO : Epoch 1933 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 2544.76 ms [2021-03-03 04:35:25 main:574] : INFO : Epoch 1934 | loss: 0.031245 | val_loss: 0.0312462 | Time: 2533.68 ms [2021-03-03 04:35:27 main:574] : INFO : Epoch 1935 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 2545.52 ms [2021-03-03 04:35:30 main:574] : INFO : Epoch 1936 | loss: 0.0312447 | val_loss: 0.0312461 | Time: 2530.68 ms [2021-03-03 04:35:33 main:574] : INFO : Epoch 1937 | loss: 0.0312449 | val_loss: 0.031246 | Time: 2539.47 ms [2021-03-03 04:35:35 main:574] : INFO : Epoch 1938 | loss: 0.031245 | val_loss: 0.0312449 | Time: 2535.49 ms [2021-03-03 04:35:38 main:574] : INFO : Epoch 1939 | loss: 0.0312452 | val_loss: 0.0312451 | Time: 2559.84 ms [2021-03-03 04:35:40 main:574] : INFO : Epoch 1940 | loss: 0.0312444 | val_loss: 0.031246 | Time: 2537.38 ms [2021-03-03 04:35:43 main:574] : INFO : Epoch 1941 | loss: 0.0312448 | val_loss: 0.0312465 | Time: 2536.48 ms [2021-03-03 04:35:46 main:574] : INFO : Epoch 1942 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2545.23 ms [2021-03-03 04:35:48 main:574] : INFO : Epoch 1943 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 2535.86 ms [2021-03-03 04:35:51 main:574] : INFO : Epoch 1944 | loss: 0.031245 | val_loss: 0.0312466 | Time: 2563.91 ms [2021-03-03 04:35:53 main:574] : INFO : Epoch 1945 | loss: 0.0312445 | val_loss: 0.0312465 | Time: 2541.04 ms [2021-03-03 04:35:56 main:574] : INFO : Epoch 1946 | loss: 0.0312449 | val_loss: 0.0312463 | Time: 2536.39 ms [2021-03-03 04:35:59 main:574] : INFO : Epoch 1947 | loss: 0.0312446 | val_loss: 0.0312462 | Time: 2555.83 ms [2021-03-03 04:36:01 main:574] : INFO : Epoch 1948 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 2529.14 ms [2021-03-03 04:36:04 main:574] : INFO : Epoch 1949 | loss: 0.0312455 | val_loss: 0.0312499 | Time: 2541.75 ms [2021-03-03 04:36:07 main:574] : INFO : Epoch 1950 | loss: 0.031246 | val_loss: 0.0312481 | Time: 2535.35 ms [2021-03-03 04:36:09 main:574] : INFO : Epoch 1951 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 2536.67 ms [2021-03-03 04:36:12 main:574] : INFO : Epoch 1952 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 2542.98 ms [2021-03-03 04:36:14 main:574] : INFO : Epoch 1953 | loss: 0.0312452 | val_loss: 0.0312475 | Time: 2542.02 ms [2021-03-03 04:36:17 main:574] : INFO : Epoch 1954 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 2526.12 ms [2021-03-03 04:36:20 main:574] : INFO : Epoch 1955 | loss: 0.0312454 | val_loss: 0.0312479 | Time: 2546.37 ms [2021-03-03 04:36:22 main:574] : INFO : Epoch 1956 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2535.83 ms [2021-03-03 04:36:25 main:574] : INFO : Epoch 1957 | loss: 0.0312454 | val_loss: 0.0312482 | Time: 2537.76 ms [2021-03-03 04:36:28 main:574] : INFO : Epoch 1958 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 2549.85 ms [2021-03-03 04:36:30 main:574] : INFO : Epoch 1959 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 2537.96 ms [2021-03-03 04:36:33 main:574] : INFO : Epoch 1960 | loss: 0.0312448 | val_loss: 0.0312451 | Time: 2528.51 ms [2021-03-03 04:36:35 main:574] : INFO : Epoch 1961 | loss: 0.0312478 | val_loss: 0.0312561 | Time: 2543.67 ms [2021-03-03 04:36:38 main:574] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.0312464 | Time: 2545.25 ms [2021-03-03 04:36:41 main:574] : INFO : Epoch 1963 | loss: 0.0312502 | val_loss: 0.0312546 | Time: 2540.4 ms [2021-03-03 04:36:43 main:574] : INFO : Epoch 1964 | loss: 0.0312504 | val_loss: 0.031249 | Time: 2526.79 ms [2021-03-03 04:36:46 main:574] : INFO : Epoch 1965 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2535.75 ms [2021-03-03 04:36:49 main:574] : INFO : Epoch 1966 | loss: 0.0312459 | val_loss: 0.0312499 | Time: 2537.63 ms [2021-03-03 04:36:51 main:574] : INFO : Epoch 1967 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 2536.52 ms [2021-03-03 04:36:54 main:574] : INFO : Epoch 1968 | loss: 0.0312482 | val_loss: 0.0312582 | Time: 2533.85 ms [2021-03-03 04:36:57 main:574] : INFO : Epoch 1969 | loss: 0.0312479 | val_loss: 0.0312458 | Time: 2601.04 ms [2021-03-03 04:36:59 main:574] : INFO : Epoch 1970 | loss: 0.0312442 | val_loss: 0.0312458 | Time: 2541.18 ms [2021-03-03 04:37:02 main:574] : INFO : Epoch 1971 | loss: 0.0312446 | val_loss: 0.0312481 | Time: 2557.53 ms [2021-03-03 04:37:04 main:574] : INFO : Epoch 1972 | loss: 0.0312457 | val_loss: 0.031247 | Time: 2551.12 ms [2021-03-03 04:37:07 main:574] : INFO : Epoch 1973 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 2538.73 ms [2021-03-03 04:37:10 main:574] : INFO : Epoch 1974 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2547.64 ms [2021-03-03 04:37:12 main:574] : INFO : Epoch 1975 | loss: 0.0312446 | val_loss: 0.0312463 | Time: 2574.87 ms [2021-03-03 04:37:15 main:574] : INFO : Epoch 1976 | loss: 0.0312453 | val_loss: 0.0312469 | Time: 2556.38 ms [2021-03-03 04:37:18 main:574] : INFO : Epoch 1977 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 2569.36 ms [2021-03-03 04:37:20 main:574] : INFO : Epoch 1978 | loss: 0.0312438 | val_loss: 0.0312458 | Time: 2556.59 ms [2021-03-03 04:37:23 main:574] : INFO : Epoch 1979 | loss: 0.0312444 | val_loss: 0.031245 | Time: 2557.55 ms [2021-03-03 04:37:26 main:574] : INFO : Epoch 1980 | loss: 0.031244 | val_loss: 0.0312448 | Time: 2569.1 ms [2021-03-03 04:37:28 main:574] : INFO : Epoch 1981 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 2589.73 ms [2021-03-03 04:37:32 main:574] : INFO : Epoch 1982 | loss: 0.0312462 | val_loss: 0.0312521 | Time: 3216.61 ms [2021-03-03 04:37:38 main:574] : INFO : Epoch 1983 | loss: 0.0312466 | val_loss: 0.0312507 | Time: 5983.24 ms [2021-03-03 04:37:41 main:574] : INFO : Epoch 1984 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 2667.61 ms [2021-03-03 04:37:43 main:574] : INFO : Epoch 1985 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 2562.4 ms [2021-03-03 04:37:46 main:574] : INFO : Epoch 1986 | loss: 0.0312453 | val_loss: 0.0312467 | Time: 2601.22 ms [2021-03-03 04:37:49 main:574] : INFO : Epoch 1987 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 2544.71 ms [2021-03-03 04:37:51 main:574] : INFO : Epoch 1988 | loss: 0.0312443 | val_loss: 0.0312464 | Time: 2535.12 ms [2021-03-03 04:37:54 main:574] : INFO : Epoch 1989 | loss: 0.0312445 | val_loss: 0.0312449 | Time: 2546.14 ms [2021-03-03 04:37:56 main:574] : INFO : Epoch 1990 | loss: 0.031244 | val_loss: 0.0312446 | Time: 2534.03 ms [2021-03-03 04:37:59 main:574] : INFO : Epoch 1991 | loss: 0.0312435 | val_loss: 0.0312441 | Time: 2542.57 ms [2021-03-03 04:38:02 main:574] : INFO : Epoch 1992 | loss: 0.0312433 | val_loss: 0.0312443 | Time: 2558.87 ms [2021-03-03 04:38:04 main:574] : INFO : Epoch 1993 | loss: 0.0312437 | val_loss: 0.0312474 | Time: 2542.79 ms [2021-03-03 04:38:07 main:574] : INFO : Epoch 1994 | loss: 0.0312447 | val_loss: 0.0312429 | Time: 2540.1 ms [2021-03-03 04:38:10 main:574] : INFO : Epoch 1995 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 2544.32 ms [2021-03-03 04:38:12 main:574] : INFO : Epoch 1996 | loss: 0.031246 | val_loss: 0.0312447 | Time: 2536.72 ms [2021-03-03 04:38:15 main:574] : INFO : Epoch 1997 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 2534.73 ms [2021-03-03 04:38:17 main:574] : INFO : Epoch 1998 | loss: 0.0312438 | val_loss: 0.0312463 | Time: 2543.16 ms [2021-03-03 04:38:20 main:574] : INFO : Epoch 1999 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 2532.15 ms [2021-03-03 04:38:23 main:574] : INFO : Epoch 2000 | loss: 0.0312432 | val_loss: 0.0312468 | Time: 2550.12 ms [2021-03-03 04:38:25 main:574] : INFO : Epoch 2001 | loss: 0.0312435 | val_loss: 0.0312446 | Time: 2530.17 ms [2021-03-03 04:38:28 main:574] : INFO : Epoch 2002 | loss: 0.0312429 | val_loss: 0.0312435 | Time: 2544.02 ms [2021-03-03 04:38:30 main:574] : INFO : Epoch 2003 | loss: 0.0312438 | val_loss: 0.031246 | Time: 2544.74 ms [2021-03-03 04:38:33 main:574] : INFO : Epoch 2004 | loss: 0.0312436 | val_loss: 0.0312433 | Time: 2538.5 ms [2021-03-03 04:38:36 main:574] : INFO : Epoch 2005 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 2538.57 ms [2021-03-03 04:38:38 main:574] : INFO : Epoch 2006 | loss: 0.0312439 | val_loss: 0.031245 | Time: 2537.01 ms [2021-03-03 04:38:41 main:574] : INFO : Epoch 2007 | loss: 0.0312434 | val_loss: 0.0312434 | Time: 2531.69 ms [2021-03-03 04:38:44 main:574] : INFO : Epoch 2008 | loss: 0.0312432 | val_loss: 0.0312448 | Time: 2545.44 ms [2021-03-03 04:38:46 main:574] : INFO : Epoch 2009 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 2578.2 ms [2021-03-03 04:38:49 main:574] : INFO : Epoch 2010 | loss: 0.0312437 | val_loss: 0.0312436 | Time: 2540.36 ms [2021-03-03 04:38:52 main:574] : INFO : Epoch 2011 | loss: 0.0312444 | val_loss: 0.0312439 | Time: 2538.82 ms [2021-03-03 04:38:54 main:574] : INFO : Epoch 2012 | loss: 0.0312427 | val_loss: 0.0312456 | Time: 2538.73 ms [2021-03-03 04:38:57 main:574] : INFO : Epoch 2013 | loss: 0.0312447 | val_loss: 0.0312436 | Time: 2542.75 ms [2021-03-03 04:39:00 main:574] : INFO : Epoch 2014 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 2544.65 ms [2021-03-03 04:39:02 main:574] : INFO : Epoch 2015 | loss: 0.0312431 | val_loss: 0.0312432 | Time: 2536 ms [2021-03-03 04:39:05 main:574] : INFO : Epoch 2016 | loss: 0.0312432 | val_loss: 0.0312433 | Time: 2544.03 ms [2021-03-03 04:39:07 main:574] : INFO : Epoch 2017 | loss: 0.0312429 | val_loss: 0.0312432 | Time: 2534.32 ms [2021-03-03 04:39:10 main:574] : INFO : Epoch 2018 | loss: 0.0312432 | val_loss: 0.0312433 | Time: 2538.78 ms [2021-03-03 04:39:13 main:574] : INFO : Epoch 2019 | loss: 0.0312442 | val_loss: 0.031243 | Time: 2543.28 ms [2021-03-03 04:39:15 main:574] : INFO : Epoch 2020 | loss: 0.0312435 | val_loss: 0.0312467 | Time: 2538.97 ms [2021-03-03 04:39:18 main:574] : INFO : Epoch 2021 | loss: 0.0312459 | val_loss: 0.0312439 | Time: 2532.83 ms [2021-03-03 04:39:20 main:574] : INFO : Epoch 2022 | loss: 0.0312443 | val_loss: 0.0312427 | Time: 2566.5 ms [2021-03-03 04:39:23 main:574] : INFO : Epoch 2023 | loss: 0.0312432 | val_loss: 0.0312436 | Time: 2539.53 ms [2021-03-03 04:39:26 main:574] : INFO : Epoch 2024 | loss: 0.031245 | val_loss: 0.031244 | Time: 2543.78 ms [2021-03-03 04:39:28 main:574] : INFO : Epoch 2025 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 2542.56 ms [2021-03-03 04:39:31 main:574] : INFO : Epoch 2026 | loss: 0.0312435 | val_loss: 0.0312452 | Time: 2536.26 ms [2021-03-03 04:39:33 main:574] : INFO : Epoch 2027 | loss: 0.0312434 | val_loss: 0.0312432 | Time: 2549.48 ms [2021-03-03 04:39:36 main:574] : INFO : Epoch 2028 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 2540.66 ms [2021-03-03 04:39:39 main:574] : INFO : Epoch 2029 | loss: 0.0312451 | val_loss: 0.0312448 | Time: 2531.73 ms [2021-03-03 04:39:41 main:574] : INFO : Epoch 2030 | loss: 0.0312434 | val_loss: 0.0312431 | Time: 2556.37 ms [2021-03-03 04:39:44 main:574] : INFO : Epoch 2031 | loss: 0.0312439 | val_loss: 0.0312471 | Time: 2548.94 ms [2021-03-03 04:39:47 main:574] : INFO : Epoch 2032 | loss: 0.0312454 | val_loss: 0.031245 | Time: 2537 ms [2021-03-03 04:39:49 main:574] : INFO : Epoch 2033 | loss: 0.0312468 | val_loss: 0.0312437 | Time: 2548.5 ms [2021-03-03 04:39:52 main:574] : INFO : Epoch 2034 | loss: 0.0312432 | val_loss: 0.0312446 | Time: 2548.9 ms [2021-03-03 04:39:55 main:574] : INFO : Epoch 2035 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 2550.58 ms [2021-03-03 04:39:57 main:574] : INFO : Epoch 2036 | loss: 0.0312435 | val_loss: 0.0312443 | Time: 2550.44 ms [2021-03-03 04:40:00 main:574] : INFO : Epoch 2037 | loss: 0.031243 | val_loss: 0.031244 | Time: 2549.18 ms [2021-03-03 04:40:02 main:574] : INFO : Epoch 2038 | loss: 0.0312432 | val_loss: 0.0312434 | Time: 2537.32 ms [2021-03-03 04:40:05 main:574] : INFO : Epoch 2039 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2530.1 ms [2021-03-03 04:40:08 main:574] : INFO : Epoch 2040 | loss: 0.0312441 | val_loss: 0.0312483 | Time: 2533.37 ms [2021-03-03 04:40:10 main:574] : INFO : Epoch 2041 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 2544.56 ms [2021-03-03 04:40:13 main:574] : INFO : Epoch 2042 | loss: 0.0312445 | val_loss: 0.031244 | Time: 2530.92 ms [2021-03-03 04:40:15 main:574] : INFO : Epoch 2043 | loss: 0.031243 | val_loss: 0.0312439 | Time: 2533.02 ms [2021-03-03 04:40:18 main:574] : INFO : Epoch 2044 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 2545.86 ms [2021-03-03 04:40:21 main:574] : INFO : Epoch 2045 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 2532.33 ms [2021-03-03 04:40:23 main:574] : INFO : Epoch 2046 | loss: 0.0312434 | val_loss: 0.0312431 | Time: 2543.17 ms [2021-03-03 04:40:26 main:574] : INFO : Epoch 2047 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 2544.86 ms [2021-03-03 04:40:29 main:574] : INFO : Epoch 2048 | loss: 0.0312428 | val_loss: 0.0312424 | Time: 2539.44 ms [2021-03-03 04:40:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312424 [2021-03-03 04:40:29 main:603] : INFO : Saving end state to config to file [2021-03-03 04:40:29 main:608] : INFO : Success, exiting.. 04:40:29 (13460): 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)