Task 4309332
| Name | ParityMachine-1612383434-28339-3_0 |
| Workunit | 2392729 |
| Created | 4 Mar 2021, 1:40:23 UTC |
| Sent | 13 Mar 2021, 11:34:54 UTC |
| Report deadline | 20 Mar 2021, 11:34:54 UTC |
| Received | 13 Mar 2021, 13:25:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 27 sec |
| CPU time | 1 hours 45 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 3108.63 ms [2021-03-13 13:58:40 main:574] : INFO : Epoch 1543 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3116.64 ms [2021-03-13 13:58:43 main:574] : INFO : Epoch 1544 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 3104.2 ms [2021-03-13 13:58:46 main:574] : INFO : Epoch 1545 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 3128.26 ms [2021-03-13 13:58:49 main:574] : INFO : Epoch 1546 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3103.71 ms [2021-03-13 13:58:52 main:574] : INFO : Epoch 1547 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 3142.22 ms [2021-03-13 13:58:55 main:574] : INFO : Epoch 1548 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 3105.2 ms [2021-03-13 13:58:59 main:574] : INFO : Epoch 1549 | loss: 0.03125 | val_loss: 0.0312492 | Time: 3117.94 ms [2021-03-13 13:59:02 main:574] : INFO : Epoch 1550 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 3115.24 ms [2021-03-13 13:59:05 main:574] : INFO : Epoch 1551 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 3119.77 ms [2021-03-13 13:59:08 main:574] : INFO : Epoch 1552 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 3121.03 ms [2021-03-13 13:59:11 main:574] : INFO : Epoch 1553 | loss: 0.03125 | val_loss: 0.031249 | Time: 3088.5 ms [2021-03-13 13:59:14 main:574] : INFO : Epoch 1554 | loss: 0.0312504 | val_loss: 0.0312493 | Time: 3126.97 ms [2021-03-13 13:59:17 main:574] : INFO : Epoch 1555 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 3101.97 ms [2021-03-13 13:59:21 main:574] : INFO : Epoch 1556 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 3107.51 ms [2021-03-13 13:59:24 main:574] : INFO : Epoch 1557 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 3109.75 ms [2021-03-13 13:59:27 main:574] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.03125 | Time: 3133.45 ms [2021-03-13 13:59:30 main:574] : INFO : Epoch 1559 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3134.29 ms [2021-03-13 13:59:33 main:574] : INFO : Epoch 1560 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3113.1 ms [2021-03-13 13:59:36 main:574] : INFO : Epoch 1561 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 3113.07 ms [2021-03-13 13:59:39 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.031251 | Time: 3107.16 ms [2021-03-13 13:59:43 main:574] : INFO : Epoch 1563 | loss: 0.031251 | val_loss: 0.031251 | Time: 3102.14 ms [2021-03-13 13:59:46 main:574] : INFO : Epoch 1564 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 3116.68 ms [2021-03-13 13:59:49 main:574] : INFO : Epoch 1565 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 3117.81 ms [2021-03-13 13:59:52 main:574] : INFO : Epoch 1566 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 3142.11 ms [2021-03-13 13:59:55 main:574] : INFO : Epoch 1567 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 3105.47 ms [2021-03-13 13:59:58 main:574] : INFO : Epoch 1568 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 3127.94 ms [2021-03-13 14:00:02 main:574] : INFO : Epoch 1569 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 3151.22 ms [2021-03-13 14:00:05 main:574] : INFO : Epoch 1570 | loss: 0.0312513 | val_loss: 0.0312498 | Time: 3091.14 ms [2021-03-13 14:00:08 main:574] : INFO : Epoch 1571 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3109.51 ms [2021-03-13 14:00:11 main:574] : INFO : Epoch 1572 | loss: 0.0312507 | val_loss: 0.0312524 | Time: 3128.13 ms [2021-03-13 14:00:14 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3105.97 ms [2021-03-13 14:00:17 main:574] : INFO : Epoch 1574 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3116.57 ms [2021-03-13 14:00:20 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3137.99 ms [2021-03-13 14:00:24 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 3133.13 ms [2021-03-13 14:00:27 main:574] : INFO : Epoch 1577 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3126.47 ms [2021-03-13 14:00:30 main:574] : INFO : Epoch 1578 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 3114.69 ms [2021-03-13 14:00:33 main:574] : INFO : Epoch 1579 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3097.14 ms [2021-03-13 14:00:36 main:574] : INFO : Epoch 1580 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3108.48 ms [2021-03-13 14:00:39 main:574] : INFO : Epoch 1581 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 3107.78 ms [2021-03-13 14:00:42 main:574] : INFO : Epoch 1582 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 3119.58 ms [2021-03-13 14:00:46 main:574] : INFO : Epoch 1583 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3123.92 ms [2021-03-13 14:00:49 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312497 | Time: 3112.62 ms [2021-03-13 14:00:52 main:574] : INFO : Epoch 1585 | loss: 0.03125 | val_loss: 0.031251 | Time: 3101.89 ms [2021-03-13 14:00:55 main:574] : INFO : Epoch 1586 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3121.78 ms [2021-03-13 14:00:58 main:574] : INFO : Epoch 1587 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3086.84 ms [2021-03-13 14:01:01 main:574] : INFO : Epoch 1588 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3103.07 ms [2021-03-13 14:01:04 main:574] : INFO : Epoch 1589 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 3123.85 ms [2021-03-13 14:01:08 main:574] : INFO : Epoch 1590 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 3094.65 ms [2021-03-13 14:01:11 main:574] : INFO : Epoch 1591 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 3111.77 ms [2021-03-13 14:01:14 main:574] : INFO : Epoch 1592 | loss: 0.0312499 | val_loss: 0.031249 | Time: 3104.84 ms [2021-03-13 14:01:17 main:574] : INFO : Epoch 1593 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 3113.71 ms [2021-03-13 14:01:20 main:574] : INFO : Epoch 1594 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 3107.08 ms [2021-03-13 14:01:23 main:574] : INFO : Epoch 1595 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 3108.84 ms [2021-03-13 14:01:26 main:574] : INFO : Epoch 1596 | loss: 0.0312498 | val_loss: 0.031249 | Time: 3089.03 ms [2021-03-13 14:01:29 main:574] : INFO : Epoch 1597 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3099.46 ms [2021-03-13 14:01:33 main:574] : INFO : Epoch 1598 | loss: 0.0312507 | val_loss: 0.031252 | Time: 3110.73 ms [2021-03-13 14:01:36 main:574] : INFO : Epoch 1599 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3116.45 ms [2021-03-13 14:01:39 main:574] : INFO : Epoch 1600 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 3099.85 ms [2021-03-13 14:01:42 main:574] : INFO : Epoch 1601 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 3133.16 ms [2021-03-13 14:01:45 main:574] : INFO : Epoch 1602 | loss: 0.03125 | val_loss: 0.0312492 | Time: 3131.96 ms [2021-03-13 14:01:48 main:574] : INFO : Epoch 1603 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 3096.08 ms [2021-03-13 14:01:51 main:574] : INFO : Epoch 1604 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 3132.92 ms [2021-03-13 14:01:55 main:574] : INFO : Epoch 1605 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3126.1 ms [2021-03-13 14:01:58 main:574] : INFO : Epoch 1606 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3113.56 ms [2021-03-13 14:02:01 main:574] : INFO : Epoch 1607 | loss: 0.03125 | val_loss: 0.0312486 | Time: 3126.21 ms [2021-03-13 14:02:04 main:574] : INFO : Epoch 1608 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 3115.46 ms [2021-03-13 14:02:07 main:574] : INFO : Epoch 1609 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 3116.15 ms [2021-03-13 14:02:10 main:574] : INFO : Epoch 1610 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 3132.88 ms [2021-03-13 14:02:14 main:574] : INFO : Epoch 1611 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3123.71 ms [2021-03-13 14:02:17 main:574] : INFO : Epoch 1612 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 3140.93 ms [2021-03-13 14:02:20 main:574] : INFO : Epoch 1613 | loss: 0.0312498 | val_loss: 0.031249 | Time: 3136.46 ms [2021-03-13 14:02:23 main:574] : INFO : Epoch 1614 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3145.49 ms [2021-03-13 14:02:26 main:574] : INFO : Epoch 1615 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 3109.99 ms [2021-03-13 14:02:29 main:574] : INFO : Epoch 1616 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 3124.78 ms [2021-03-13 14:02:33 main:574] : INFO : Epoch 1617 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3123.69 ms [2021-03-13 14:02:36 main:574] : INFO : Epoch 1618 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 3107.05 ms [2021-03-13 14:02:39 main:574] : INFO : Epoch 1619 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 3121.39 ms [2021-03-13 14:02:42 main:574] : INFO : Epoch 1620 | loss: 0.0312503 | val_loss: 0.031249 | Time: 3090.75 ms [2021-03-13 14:02:45 main:574] : INFO : Epoch 1621 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3088.41 ms [2021-03-13 14:02:48 main:574] : INFO : Epoch 1622 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 3132.26 ms [2021-03-13 14:02:51 main:574] : INFO : Epoch 1623 | loss: 0.0312496 | val_loss: 0.031249 | Time: 3115.3 ms [2021-03-13 14:02:55 main:574] : INFO : Epoch 1624 | loss: 0.0312496 | val_loss: 0.031249 | Time: 3132.76 ms [2021-03-13 14:02:58 main:574] : INFO : Epoch 1625 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 3105.67 ms [2021-03-13 14:03:01 main:574] : INFO : Epoch 1626 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 3130.79 ms [2021-03-13 14:03:04 main:574] : INFO : Epoch 1627 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3111.89 ms [2021-03-13 14:03:07 main:574] : INFO : Epoch 1628 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 3105.53 ms [2021-03-13 14:03:10 main:574] : INFO : Epoch 1629 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3116.88 ms [2021-03-13 14:03:13 main:574] : INFO : Epoch 1630 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3123.56 ms [2021-03-13 14:03:17 main:574] : INFO : Epoch 1631 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 3111.37 ms [2021-03-13 14:03:20 main:574] : INFO : Epoch 1632 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 3114.45 ms [2021-03-13 14:03:23 main:574] : INFO : Epoch 1633 | loss: 0.0312506 | val_loss: 0.0312491 | Time: 3090.79 ms [2021-03-13 14:03:26 main:574] : INFO : Epoch 1634 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 3130.96 ms [2021-03-13 14:03:29 main:574] : INFO : Epoch 1635 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 3094.29 ms [2021-03-13 14:03:32 main:574] : INFO : Epoch 1636 | loss: 0.0312498 | val_loss: 0.031249 | Time: 3122.25 ms [2021-03-13 14:03:35 main:574] : INFO : Epoch 1637 | loss: 0.03125 | val_loss: 0.0312497 | Time: 3121.74 ms [2021-03-13 14:03:38 main:574] : INFO : Epoch 1638 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3105.76 ms [2021-03-13 14:03:42 main:574] : INFO : Epoch 1639 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 3132.2 ms [2021-03-13 14:03:45 main:574] : INFO : Epoch 1640 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3143.28 ms [2021-03-13 14:03:48 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 3119.96 ms [2021-03-13 14:03:51 main:574] : INFO : Epoch 1642 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 3140.14 ms [2021-03-13 14:03:54 main:574] : INFO : Epoch 1643 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 3116.26 ms [2021-03-13 14:03:57 main:574] : INFO : Epoch 1644 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 3085.83 ms [2021-03-13 14:04:01 main:574] : INFO : Epoch 1645 | loss: 0.03125 | val_loss: 0.0312496 | Time: 3100.67 ms [2021-03-13 14:04:04 main:574] : INFO : Epoch 1646 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3115.66 ms [2021-03-13 14:04:07 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 3105.72 ms [2021-03-13 14:04:10 main:574] : INFO : Epoch 1648 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 3081.11 ms [2021-03-13 14:04:13 main:574] : INFO : Epoch 1649 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 3100.41 ms [2021-03-13 14:04:16 main:574] : INFO : Epoch 1650 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3112.53 ms [2021-03-13 14:04:19 main:574] : INFO : Epoch 1651 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3107.03 ms [2021-03-13 14:04:22 main:574] : INFO : Epoch 1652 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 3110.23 ms [2021-03-13 14:04:26 main:574] : INFO : Epoch 1653 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3091.67 ms [2021-03-13 14:04:29 main:574] : INFO : Epoch 1654 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 3103.03 ms [2021-03-13 14:04:32 main:574] : INFO : Epoch 1655 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3113.35 ms [2021-03-13 14:04:35 main:574] : INFO : Epoch 1656 | loss: 0.0312493 | val_loss: 0.031249 | Time: 3115.55 ms [2021-03-13 14:04:38 main:574] : INFO : Epoch 1657 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3100.13 ms [2021-03-13 14:04:41 main:574] : INFO : Epoch 1658 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 3094.82 ms [2021-03-13 14:04:44 main:574] : INFO : Epoch 1659 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 3116.59 ms [2021-03-13 14:04:48 main:574] : INFO : Epoch 1660 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3092.9 ms [2021-03-13 14:04:51 main:574] : INFO : Epoch 1661 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 3098.26 ms [2021-03-13 14:04:54 main:574] : INFO : Epoch 1662 | loss: 0.03125 | val_loss: 0.0312496 | Time: 3126.79 ms [2021-03-13 14:04:57 main:574] : INFO : Epoch 1663 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 3101.99 ms [2021-03-13 14:05:00 main:574] : INFO : Epoch 1664 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3105.92 ms [2021-03-13 14:05:03 main:574] : INFO : Epoch 1665 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3110.16 ms [2021-03-13 14:05:06 main:574] : INFO : Epoch 1666 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3067.62 ms [2021-03-13 14:05:10 main:574] : INFO : Epoch 1667 | loss: 0.0312506 | val_loss: 0.0312492 | Time: 3113.91 ms [2021-03-13 14:05:13 main:574] : INFO : Epoch 1668 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3117.28 ms [2021-03-13 14:05:16 main:574] : INFO : Epoch 1669 | loss: 0.0312498 | val_loss: 0.031249 | Time: 3133.62 ms [2021-03-13 14:05:19 main:574] : INFO : Epoch 1670 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 3124.06 ms [2021-03-13 14:05:22 main:574] : INFO : Epoch 1671 | loss: 0.0312498 | val_loss: 0.031249 | Time: 3090.4 ms [2021-03-13 14:05:25 main:574] : INFO : Epoch 1672 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 3097.27 ms [2021-03-13 14:05:28 main:574] : INFO : Epoch 1673 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 3125.85 ms [2021-03-13 14:05:32 main:574] : INFO : Epoch 1674 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 3085.32 ms [2021-03-13 14:05:35 main:574] : INFO : Epoch 1675 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 3100.65 ms [2021-03-13 14:05:38 main:574] : INFO : Epoch 1676 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 3080.07 ms [2021-03-13 14:05:41 main:574] : INFO : Epoch 1677 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 3102.24 ms [2021-03-13 14:05:44 main:574] : INFO : Epoch 1678 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 3104.14 ms [2021-03-13 14:05:47 main:574] : INFO : Epoch 1679 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 3105.11 ms [2021-03-13 14:05:50 main:574] : INFO : Epoch 1680 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 3110.66 ms [2021-03-13 14:05:54 main:574] : INFO : Epoch 1681 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3105.27 ms [2021-03-13 14:05:57 main:574] : INFO : Epoch 1682 | loss: 0.0312507 | val_loss: 0.0312491 | Time: 3124.79 ms [2021-03-13 14:06:00 main:574] : INFO : Epoch 1683 | loss: 0.03125 | val_loss: 0.031249 | Time: 3124.73 ms [2021-03-13 14:06:03 main:574] : INFO : Epoch 1684 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 3116.81 ms [2021-03-13 14:06:06 main:574] : INFO : Epoch 1685 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3122.38 ms [2021-03-13 14:06:09 main:574] : INFO : Epoch 1686 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 3100.71 ms [2021-03-13 14:06:12 main:574] : INFO : Epoch 1687 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 3116.49 ms [2021-03-13 14:06:16 main:574] : INFO : Epoch 1688 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 3140.83 ms [2021-03-13 14:06:19 main:574] : INFO : Epoch 1689 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 3106.22 ms [2021-03-13 14:06:22 main:574] : INFO : Epoch 1690 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 3087.86 ms [2021-03-13 14:06:25 main:574] : INFO : Epoch 1691 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 3104.62 ms [2021-03-13 14:06:28 main:574] : INFO : Epoch 1692 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3101.42 ms [2021-03-13 14:06:31 main:574] : INFO : Epoch 1693 | loss: 0.0312503 | val_loss: 0.0312486 | Time: 3102.9 ms [2021-03-13 14:06:34 main:574] : INFO : Epoch 1694 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 3131.84 ms [2021-03-13 14:06:38 main:574] : INFO : Epoch 1695 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 3100.12 ms [2021-03-13 14:06:41 main:574] : INFO : Epoch 1696 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 3098.43 ms [2021-03-13 14:06:44 main:574] : INFO : Epoch 1697 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3108.15 ms [2021-03-13 14:06:47 main:574] : INFO : Epoch 1698 | loss: 0.0312508 | val_loss: 0.0312489 | Time: 3106.11 ms [2021-03-13 14:06:50 main:574] : INFO : Epoch 1699 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3129.15 ms [2021-03-13 14:06:53 main:574] : INFO : Epoch 1700 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 3120.86 ms [2021-03-13 14:06:56 main:574] : INFO : Epoch 1701 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 3124.74 ms [2021-03-13 14:07:00 main:574] : INFO : Epoch 1702 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 3124.88 ms [2021-03-13 14:07:03 main:574] : INFO : Epoch 1703 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 3136.01 ms [2021-03-13 14:07:06 main:574] : INFO : Epoch 1704 | loss: 0.0312498 | val_loss: 0.031249 | Time: 3143.3 ms [2021-03-13 14:07:09 main:574] : INFO : Epoch 1705 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 3135.12 ms [2021-03-13 14:07:12 main:574] : INFO : Epoch 1706 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 3135.89 ms [2021-03-13 14:07:15 main:574] : INFO : Epoch 1707 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 3127.12 ms [2021-03-13 14:07:19 main:574] : INFO : Epoch 1708 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 3132.64 ms [2021-03-13 14:07:22 main:574] : INFO : Epoch 1709 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 3100.96 ms [2021-03-13 14:07:25 main:574] : INFO : Epoch 1710 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 3108.53 ms [2021-03-13 14:07:28 main:574] : INFO : Epoch 1711 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 3105.36 ms [2021-03-13 14:07:31 main:574] : INFO : Epoch 1712 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 3091.21 ms [2021-03-13 14:07:34 main:574] : INFO : Epoch 1713 | loss: 0.0312493 | val_loss: 0.031249 | Time: 3093.36 ms [2021-03-13 14:07:37 main:574] : INFO : Epoch 1714 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 3122 ms [2021-03-13 14:07:41 main:574] : INFO : Epoch 1715 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3094.1 ms [2021-03-13 14:07:44 main:574] : INFO : Epoch 1716 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 3122.16 ms [2021-03-13 14:07:47 main:574] : INFO : Epoch 1717 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 3140.36 ms [2021-03-13 14:07:50 main:574] : INFO : Epoch 1718 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 3127.68 ms [2021-03-13 14:07:53 main:574] : INFO : Epoch 1719 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 3127.3 ms [2021-03-13 14:07:56 main:574] : INFO : Epoch 1720 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3105.77 ms [2021-03-13 14:07:59 main:574] : INFO : Epoch 1721 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 3108.17 ms [2021-03-13 14:08:03 main:574] : INFO : Epoch 1722 | loss: 0.0312497 | val_loss: 0.031249 | Time: 3133.25 ms [2021-03-13 14:08:06 main:574] : INFO : Epoch 1723 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 3120.32 ms [2021-03-13 14:08:09 main:574] : INFO : Epoch 1724 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 3110.88 ms [2021-03-13 14:08:12 main:574] : INFO : Epoch 1725 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 3122.17 ms [2021-03-13 14:08:15 main:574] : INFO : Epoch 1726 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 3112.89 ms [2021-03-13 14:08:18 main:574] : INFO : Epoch 1727 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 3119.52 ms [2021-03-13 14:08:21 main:574] : INFO : Epoch 1728 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3160.99 ms [2021-03-13 14:08:25 main:574] : INFO : Epoch 1729 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 3138.87 ms [2021-03-13 14:08:28 main:574] : INFO : Epoch 1730 | loss: 0.0312496 | val_loss: 0.031249 | Time: 3139.44 ms [2021-03-13 14:08:31 main:574] : INFO : Epoch 1731 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 3112.2 ms [2021-03-13 14:08:34 main:574] : INFO : Epoch 1732 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 3103.74 ms [2021-03-13 14:08:37 main:574] : INFO : Epoch 1733 | loss: 0.0312515 | val_loss: 0.0312519 | Time: 3108.54 ms [2021-03-13 14:08:40 main:574] : INFO : Epoch 1734 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3108.33 ms [2021-03-13 14:08:44 main:574] : INFO : Epoch 1735 | loss: 0.0312505 | val_loss: 0.0312485 | Time: 3109.89 ms [2021-03-13 14:08:47 main:574] : INFO : Epoch 1736 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 3124.02 ms [2021-03-13 14:08:50 main:574] : INFO : Epoch 1737 | loss: 0.0312504 | val_loss: 0.0312487 | Time: 3130.41 ms [2021-03-13 14:08:53 main:574] : INFO : Epoch 1738 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 3097.06 ms [2021-03-13 14:08:56 main:574] : INFO : Epoch 1739 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 3120.88 ms [2021-03-13 14:08:59 main:574] : INFO : Epoch 1740 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 3104.92 ms [2021-03-13 14:09:02 main:574] : INFO : Epoch 1741 | loss: 0.0312496 | val_loss: 0.0312484 | Time: 3103.27 ms [2021-03-13 14:09:06 main:574] : INFO : Epoch 1742 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 3120.1 ms [2021-03-13 14:09:09 main:574] : INFO : Epoch 1743 | loss: 0.0312499 | val_loss: 0.0312483 | Time: 3123.64 ms [2021-03-13 14:09:12 main:574] : INFO : Epoch 1744 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3124.46 ms [2021-03-13 14:09:15 main:574] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 3122.57 ms [2021-03-13 14:09:18 main:574] : INFO : Epoch 1746 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 3146.22 ms [2021-03-13 14:09:21 main:574] : INFO : Epoch 1747 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3122.54 ms [2021-03-13 14:09:24 main:574] : INFO : Epoch 1748 | loss: 0.0312502 | val_loss: 0.0312484 | Time: 3099.4 ms [2021-03-13 14:09:28 main:574] : INFO : Epoch 1749 | loss: 0.0312509 | val_loss: 0.0312482 | Time: 3128.84 ms [2021-03-13 14:09:31 main:574] : INFO : Epoch 1750 | loss: 0.0312497 | val_loss: 0.0312482 | Time: 3126.63 ms [2021-03-13 14:09:34 main:574] : INFO : Epoch 1751 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 3120.29 ms [2021-03-13 14:09:37 main:574] : INFO : Epoch 1752 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 3135.61 ms [2021-03-13 14:09:40 main:574] : INFO : Epoch 1753 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 3109.06 ms [2021-03-13 14:09:43 main:574] : INFO : Epoch 1754 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 3125.01 ms [2021-03-13 14:09:47 main:574] : INFO : Epoch 1755 | loss: 0.0312524 | val_loss: 0.0312523 | Time: 3121.62 ms [2021-03-13 14:09:50 main:574] : INFO : Epoch 1756 | loss: 0.0312523 | val_loss: 0.0312486 | Time: 3116.82 ms [2021-03-13 14:09:53 main:574] : INFO : Epoch 1757 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 3100.62 ms [2021-03-13 14:09:56 main:574] : INFO : Epoch 1758 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 3154.7 ms [2021-03-13 14:09:59 main:574] : INFO : Epoch 1759 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3106.46 ms [2021-03-13 14:10:02 main:574] : INFO : Epoch 1760 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 3105.68 ms [2021-03-13 14:10:05 main:574] : INFO : Epoch 1761 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 3118.04 ms [2021-03-13 14:10:09 main:574] : INFO : Epoch 1762 | loss: 0.0312496 | val_loss: 0.0312482 | Time: 3103.49 ms [2021-03-13 14:10:12 main:574] : INFO : Epoch 1763 | loss: 0.0312495 | val_loss: 0.0312481 | Time: 3104.5 ms [2021-03-13 14:10:15 main:574] : INFO : Epoch 1764 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 3123.38 ms [2021-03-13 14:10:18 main:574] : INFO : Epoch 1765 | loss: 0.0312494 | val_loss: 0.0312482 | Time: 3089.33 ms [2021-03-13 14:10:21 main:574] : INFO : Epoch 1766 | loss: 0.0312497 | val_loss: 0.0312482 | Time: 3110.97 ms [2021-03-13 14:10:24 main:574] : INFO : Epoch 1767 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 3106.05 ms [2021-03-13 14:10:27 main:574] : INFO : Epoch 1768 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3110.34 ms [2021-03-13 14:10:30 main:574] : INFO : Epoch 1769 | loss: 0.0312502 | val_loss: 0.0312483 | Time: 3112.2 ms [2021-03-13 14:10:34 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312508 | Time: 3106.58 ms [2021-03-13 14:10:37 main:574] : INFO : Epoch 1771 | loss: 0.0312498 | val_loss: 0.0312485 | Time: 3125.32 ms [2021-03-13 14:10:40 main:574] : INFO : Epoch 1772 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 3117.45 ms [2021-03-13 14:10:43 main:574] : INFO : Epoch 1773 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 3133.14 ms [2021-03-13 14:10:46 main:574] : INFO : Epoch 1774 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 3142.21 ms [2021-03-13 14:10:49 main:574] : INFO : Epoch 1775 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 3120.91 ms [2021-03-13 14:10:53 main:574] : INFO : Epoch 1776 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 3118.54 ms [2021-03-13 14:10:56 main:574] : INFO : Epoch 1777 | loss: 0.0312502 | val_loss: 0.0312486 | Time: 3111.99 ms [2021-03-13 14:10:59 main:574] : INFO : Epoch 1778 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 3135.05 ms [2021-03-13 14:11:02 main:574] : INFO : Epoch 1779 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3154.86 ms [2021-03-13 14:11:05 main:574] : INFO : Epoch 1780 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 3090.15 ms [2021-03-13 14:11:08 main:574] : INFO : Epoch 1781 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 3104.35 ms [2021-03-13 14:11:11 main:574] : INFO : Epoch 1782 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 3088.88 ms [2021-03-13 14:11:15 main:574] : INFO : Epoch 1783 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3104.95 ms [2021-03-13 14:11:18 main:574] : INFO : Epoch 1784 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 3104.99 ms [2021-03-13 14:11:21 main:574] : INFO : Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3117.06 ms [2021-03-13 14:11:24 main:574] : INFO : Epoch 1786 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 3130.21 ms [2021-03-13 14:11:27 main:574] : INFO : Epoch 1787 | loss: 0.0312504 | val_loss: 0.0312484 | Time: 3152.31 ms [2021-03-13 14:11:30 main:574] : INFO : Epoch 1788 | loss: 0.0312501 | val_loss: 0.0312484 | Time: 3114.11 ms [2021-03-13 14:11:33 main:574] : INFO : Epoch 1789 | loss: 0.0312495 | val_loss: 0.0312538 | Time: 3116.62 ms [2021-03-13 14:11:37 main:574] : INFO : Epoch 1790 | loss: 0.0312503 | val_loss: 0.0312487 | Time: 3108.77 ms [2021-03-13 14:11:40 main:574] : INFO : Epoch 1791 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 3100.31 ms [2021-03-13 14:11:43 main:574] : INFO : Epoch 1792 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 3080.64 ms [2021-03-13 14:11:46 main:574] : INFO : Epoch 1793 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3118.71 ms [2021-03-13 14:11:49 main:574] : INFO : Epoch 1794 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 3106.83 ms [2021-03-13 14:11:52 main:574] : INFO : Epoch 1795 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 3099.21 ms [2021-03-13 14:11:55 main:574] : INFO : Epoch 1796 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3100.21 ms [2021-03-13 14:11:58 main:574] : INFO : Epoch 1797 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 3123.15 ms [2021-03-13 14:12:02 main:574] : INFO : Epoch 1798 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 3121.88 ms [2021-03-13 14:12:05 main:574] : INFO : Epoch 1799 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 3131.83 ms [2021-03-13 14:12:08 main:574] : INFO : Epoch 1800 | loss: 0.0312495 | val_loss: 0.0312483 | Time: 3137.36 ms [2021-03-13 14:12:11 main:574] : INFO : Epoch 1801 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 3141.86 ms [2021-03-13 14:12:14 main:574] : INFO : Epoch 1802 | loss: 0.0312499 | val_loss: 0.0312485 | Time: 3130.6 ms [2021-03-13 14:12:17 main:574] : INFO : Epoch 1803 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 3104.5 ms [2021-03-13 14:12:21 main:574] : INFO : Epoch 1804 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 3118.29 ms [2021-03-13 14:12:24 main:574] : INFO : Epoch 1805 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 3117.05 ms [2021-03-13 14:12:27 main:574] : INFO : Epoch 1806 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 3091.21 ms [2021-03-13 14:12:30 main:574] : INFO : Epoch 1807 | loss: 0.0312504 | val_loss: 0.0312487 | Time: 3113.17 ms [2021-03-13 14:12:33 main:574] : INFO : Epoch 1808 | loss: 0.0312499 | val_loss: 0.0312485 | Time: 3119.99 ms [2021-03-13 14:12:36 main:574] : INFO : Epoch 1809 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 3118.88 ms [2021-03-13 14:12:39 main:574] : INFO : Epoch 1810 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 3114.34 ms [2021-03-13 14:12:43 main:574] : INFO : Epoch 1811 | loss: 0.0312506 | val_loss: 0.0312487 | Time: 3128.01 ms [2021-03-13 14:12:46 main:574] : INFO : Epoch 1812 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 3127.68 ms [2021-03-13 14:12:49 main:574] : INFO : Epoch 1813 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3101.52 ms [2021-03-13 14:12:52 main:574] : INFO : Epoch 1814 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 3154.87 ms [2021-03-13 14:12:55 main:574] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 3115.37 ms [2021-03-13 14:12:58 main:574] : INFO : Epoch 1816 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 3106.98 ms [2021-03-13 14:13:01 main:574] : INFO : Epoch 1817 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 3131.45 ms [2021-03-13 14:13:05 main:574] : INFO : Epoch 1818 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3111.73 ms [2021-03-13 14:13:08 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3142.83 ms [2021-03-13 14:13:11 main:574] : INFO : Epoch 1820 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3123.58 ms [2021-03-13 14:13:14 main:574] : INFO : Epoch 1821 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 3123.79 ms [2021-03-13 14:13:17 main:574] : INFO : Epoch 1822 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 3106.28 ms [2021-03-13 14:13:20 main:574] : INFO : Epoch 1823 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 3112.84 ms [2021-03-13 14:13:24 main:574] : INFO : Epoch 1824 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3136.45 ms [2021-03-13 14:13:27 main:574] : INFO : Epoch 1825 | loss: 0.0312505 | val_loss: 0.0312489 | Time: 3115.35 ms [2021-03-13 14:13:30 main:574] : INFO : Epoch 1826 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 3111.76 ms [2021-03-13 14:13:33 main:574] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3139.11 ms [2021-03-13 14:13:36 main:574] : INFO : Epoch 1828 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 3131.57 ms [2021-03-13 14:13:39 main:574] : INFO : Epoch 1829 | loss: 0.0312496 | val_loss: 0.0312482 | Time: 3102.53 ms [2021-03-13 14:13:42 main:574] : INFO : Epoch 1830 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 3127.95 ms [2021-03-13 14:13:46 main:574] : INFO : Epoch 1831 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3143.1 ms [2021-03-13 14:13:49 main:574] : INFO : Epoch 1832 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 3115.56 ms [2021-03-13 14:13:52 main:574] : INFO : Epoch 1833 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 3124.45 ms [2021-03-13 14:13:55 main:574] : INFO : Epoch 1834 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 3108.3 ms [2021-03-13 14:13:58 main:574] : INFO : Epoch 1835 | loss: 0.0312489 | val_loss: 0.031248 | Time: 3116.31 ms [2021-03-13 14:14:01 main:574] : INFO : Epoch 1836 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 3106.81 ms [2021-03-13 14:14:04 main:574] : INFO : Epoch 1837 | loss: 0.0312474 | val_loss: 0.0312493 | Time: 3119.37 ms [2021-03-13 14:14:08 main:574] : INFO : Epoch 1838 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 3086.43 ms [2021-03-13 14:14:11 main:574] : INFO : Epoch 1839 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 3120.94 ms [2021-03-13 14:14:14 main:574] : INFO : Epoch 1840 | loss: 0.0312471 | val_loss: 0.0312499 | Time: 3136.35 ms [2021-03-13 14:14:17 main:574] : INFO : Epoch 1841 | loss: 0.031252 | val_loss: 0.0312535 | Time: 3151.35 ms [2021-03-13 14:14:20 main:574] : INFO : Epoch 1842 | loss: 0.0312506 | val_loss: 0.0312479 | Time: 3107.78 ms [2021-03-13 14:14:23 main:574] : INFO : Epoch 1843 | loss: 0.0312482 | val_loss: 0.03125 | Time: 3127.12 ms [2021-03-13 14:14:27 main:574] : INFO : Epoch 1844 | loss: 0.0312491 | val_loss: 0.0312478 | Time: 3130.6 ms [2021-03-13 14:14:30 main:574] : INFO : Epoch 1845 | loss: 0.031249 | val_loss: 0.0312483 | Time: 3105.13 ms [2021-03-13 14:14:33 main:574] : INFO : Epoch 1846 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 3113.37 ms [2021-03-13 14:14:36 main:574] : INFO : Epoch 1847 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 3113.02 ms [2021-03-13 14:14:39 main:574] : INFO : Epoch 1848 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 3111.84 ms [2021-03-13 14:14:42 main:574] : INFO : Epoch 1849 | loss: 0.0312476 | val_loss: 0.0312498 | Time: 3136.54 ms [2021-03-13 14:14:45 main:574] : INFO : Epoch 1850 | loss: 0.0312484 | val_loss: 0.0312531 | Time: 3110.94 ms [2021-03-13 14:14:49 main:574] : INFO : Epoch 1851 | loss: 0.0312495 | val_loss: 0.0312481 | Time: 3126.92 ms [2021-03-13 14:14:52 main:574] : INFO : Epoch 1852 | loss: 0.031248 | val_loss: 0.0312482 | Time: 3098.93 ms [2021-03-13 14:14:55 main:574] : INFO : Epoch 1853 | loss: 0.0312471 | val_loss: 0.0312509 | Time: 3154.09 ms [2021-03-13 14:14:58 main:574] : INFO : Epoch 1854 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 3107.06 ms [2021-03-13 14:15:01 main:574] : INFO : Epoch 1855 | loss: 0.0312484 | val_loss: 0.0312516 | Time: 3149.96 ms [2021-03-13 14:15:04 main:574] : INFO : Epoch 1856 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 3121.24 ms [2021-03-13 14:15:07 main:574] : INFO : Epoch 1857 | loss: 0.0312462 | val_loss: 0.031249 | Time: 3114.77 ms [2021-03-13 14:15:11 main:574] : INFO : Epoch 1858 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 3125.26 ms [2021-03-13 14:15:14 main:574] : INFO : Epoch 1859 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 3123.39 ms [2021-03-13 14:15:17 main:574] : INFO : Epoch 1860 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 3100.79 ms [2021-03-13 14:15:20 main:574] : INFO : Epoch 1861 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 3102.03 ms [2021-03-13 14:15:23 main:574] : INFO : Epoch 1862 | loss: 0.0312464 | val_loss: 0.031251 | Time: 3088.82 ms [2021-03-13 14:15:26 main:574] : INFO : Epoch 1863 | loss: 0.0312487 | val_loss: 0.0312472 | Time: 3092.47 ms [2021-03-13 14:15:29 main:574] : INFO : Epoch 1864 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 3095.82 ms [2021-03-13 14:15:33 main:574] : INFO : Epoch 1865 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 3105.36 ms [2021-03-13 14:15:36 main:574] : INFO : Epoch 1866 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 3101.41 ms [2021-03-13 14:15:39 main:574] : INFO : Epoch 1867 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 3125.52 ms [2021-03-13 14:15:42 main:574] : INFO : Epoch 1868 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 3123.52 ms [2021-03-13 14:15:45 main:574] : INFO : Epoch 1869 | loss: 0.0312476 | val_loss: 0.0312505 | Time: 3118.52 ms [2021-03-13 14:15:48 main:574] : INFO : Epoch 1870 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 3097.35 ms [2021-03-13 14:15:51 main:574] : INFO : Epoch 1871 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 3122.73 ms [2021-03-13 14:15:55 main:574] : INFO : Epoch 1872 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 3103.74 ms [2021-03-13 14:15:58 main:574] : INFO : Epoch 1873 | loss: 0.031247 | val_loss: 0.0312501 | Time: 3099.7 ms [2021-03-13 14:16:01 main:574] : INFO : Epoch 1874 | loss: 0.0312471 | val_loss: 0.0312482 | Time: 3109.88 ms [2021-03-13 14:16:04 main:574] : INFO : Epoch 1875 | loss: 0.0312481 | val_loss: 0.031247 | Time: 3133.48 ms [2021-03-13 14:16:07 main:574] : INFO : Epoch 1876 | loss: 0.0312482 | val_loss: 0.031248 | Time: 3130.35 ms [2021-03-13 14:16:10 main:574] : INFO : Epoch 1877 | loss: 0.0312465 | val_loss: 0.031246 | Time: 3111.53 ms [2021-03-13 14:16:13 main:574] : INFO : Epoch 1878 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 3110.35 ms [2021-03-13 14:16:17 main:574] : INFO : Epoch 1879 | loss: 0.0312466 | val_loss: 0.0312485 | Time: 3105.47 ms [2021-03-13 14:16:20 main:574] : INFO : Epoch 1880 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 3105.35 ms [2021-03-13 14:16:23 main:574] : INFO : Epoch 1881 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 3112.73 ms [2021-03-13 14:16:26 main:574] : INFO : Epoch 1882 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 3135.15 ms [2021-03-13 14:16:29 main:574] : INFO : Epoch 1883 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 3077.06 ms [2021-03-13 14:16:32 main:574] : INFO : Epoch 1884 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 3128.69 ms [2021-03-13 14:16:35 main:574] : INFO : Epoch 1885 | loss: 0.0312459 | val_loss: 0.031247 | Time: 3083.09 ms [2021-03-13 14:16:39 main:574] : INFO : Epoch 1886 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 3135.83 ms [2021-03-13 14:16:42 main:574] : INFO : Epoch 1887 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 3123.53 ms [2021-03-13 14:16:45 main:574] : INFO : Epoch 1888 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 3102.61 ms [2021-03-13 14:16:48 main:574] : INFO : Epoch 1889 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 3137.55 ms [2021-03-13 14:16:51 main:574] : INFO : Epoch 1890 | loss: 0.0312456 | val_loss: 0.0312463 | Time: 3100.06 ms [2021-03-13 14:16:54 main:574] : INFO : Epoch 1891 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 3095.44 ms [2021-03-13 14:16:57 main:574] : INFO : Epoch 1892 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 3118.57 ms [2021-03-13 14:17:01 main:574] : INFO : Epoch 1893 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 3121.82 ms [2021-03-13 14:17:04 main:574] : INFO : Epoch 1894 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 3099.09 ms [2021-03-13 14:17:07 main:574] : INFO : Epoch 1895 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 3080.89 ms [2021-03-13 14:17:10 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312477 | Time: 3092.2 ms [2021-03-13 14:17:13 main:574] : INFO : Epoch 1897 | loss: 0.0312461 | val_loss: 0.031246 | Time: 3118.76 ms [2021-03-13 14:17:16 main:574] : INFO : Epoch 1898 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 3090.69 ms [2021-03-13 14:17:19 main:574] : INFO : Epoch 1899 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 3102.06 ms [2021-03-13 14:17:23 main:574] : INFO : Epoch 1900 | loss: 0.0312467 | val_loss: 0.0312508 | Time: 3089.42 ms [2021-03-13 14:17:26 main:574] : INFO : Epoch 1901 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 3115.2 ms [2021-03-13 14:17:29 main:574] : INFO : Epoch 1902 | loss: 0.0312459 | val_loss: 0.031246 | Time: 3093.76 ms [2021-03-13 14:17:32 main:574] : INFO : Epoch 1903 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 3111.3 ms [2021-03-13 14:17:35 main:574] : INFO : Epoch 1904 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 3119.37 ms [2021-03-13 14:17:38 main:574] : INFO : Epoch 1905 | loss: 0.0312462 | val_loss: 0.0312472 | Time: 3113.16 ms [2021-03-13 14:17:41 main:574] : INFO : Epoch 1906 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 3119.6 ms [2021-03-13 14:17:45 main:574] : INFO : Epoch 1907 | loss: 0.031248 | val_loss: 0.0312487 | Time: 3110.54 ms [2021-03-13 14:17:48 main:574] : INFO : Epoch 1908 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 3113.37 ms [2021-03-13 14:17:51 main:574] : INFO : Epoch 1909 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 3152.75 ms [2021-03-13 14:17:54 main:574] : INFO : Epoch 1910 | loss: 0.0312486 | val_loss: 0.0312467 | Time: 3096.3 ms [2021-03-13 14:17:57 main:574] : INFO : Epoch 1911 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 3122.64 ms [2021-03-13 14:18:00 main:574] : INFO : Epoch 1912 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 3116.18 ms [2021-03-13 14:18:03 main:574] : INFO : Epoch 1913 | loss: 0.0312455 | val_loss: 0.0312478 | Time: 3123.18 ms [2021-03-13 14:18:07 main:574] : INFO : Epoch 1914 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 3135.04 ms [2021-03-13 14:18:10 main:574] : INFO : Epoch 1915 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 3138.21 ms [2021-03-13 14:18:13 main:574] : INFO : Epoch 1916 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 3129.27 ms [2021-03-13 14:18:16 main:574] : INFO : Epoch 1917 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 3126.96 ms [2021-03-13 14:18:19 main:574] : INFO : Epoch 1918 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 3107.29 ms [2021-03-13 14:18:22 main:574] : INFO : Epoch 1919 | loss: 0.0312465 | val_loss: 0.031246 | Time: 3143.01 ms [2021-03-13 14:18:25 main:574] : INFO : Epoch 1920 | loss: 0.031247 | val_loss: 0.0312456 | Time: 3097.5 ms [2021-03-13 14:18:29 main:574] : INFO : Epoch 1921 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 3092.8 ms [2021-03-13 14:18:32 main:574] : INFO : Epoch 1922 | loss: 0.0312464 | val_loss: 0.0312476 | Time: 3136.72 ms [2021-03-13 14:18:35 main:574] : INFO : Epoch 1923 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 3130.63 ms [2021-03-13 14:18:38 main:574] : INFO : Epoch 1924 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 3098.86 ms [2021-03-13 14:18:41 main:574] : INFO : Epoch 1925 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 3107.72 ms [2021-03-13 14:18:44 main:574] : INFO : Epoch 1926 | loss: 0.031245 | val_loss: 0.0312446 | Time: 3091.89 ms [2021-03-13 14:18:47 main:574] : INFO : Epoch 1927 | loss: 0.0312449 | val_loss: 0.031245 | Time: 3102.35 ms [2021-03-13 14:18:51 main:574] : INFO : Epoch 1928 | loss: 0.031248 | val_loss: 0.0312487 | Time: 3130.92 ms [2021-03-13 14:18:54 main:574] : INFO : Epoch 1929 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 3104.98 ms [2021-03-13 14:18:57 main:574] : INFO : Epoch 1930 | loss: 0.0312468 | val_loss: 0.0312509 | Time: 3098.8 ms [2021-03-13 14:19:00 main:574] : INFO : Epoch 1931 | loss: 0.031247 | val_loss: 0.0312451 | Time: 3101.58 ms [2021-03-13 14:19:03 main:574] : INFO : Epoch 1932 | loss: 0.031246 | val_loss: 0.0312492 | Time: 3125.1 ms [2021-03-13 14:19:06 main:574] : INFO : Epoch 1933 | loss: 0.0312477 | val_loss: 0.0312448 | Time: 3123.02 ms [2021-03-13 14:19:09 main:574] : INFO : Epoch 1934 | loss: 0.0312459 | val_loss: 0.0312441 | Time: 3130.7 ms [2021-03-13 14:19:13 main:574] : INFO : Epoch 1935 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 3100.52 ms [2021-03-13 14:19:16 main:574] : INFO : Epoch 1936 | loss: 0.031247 | val_loss: 0.0312445 | Time: 3115.18 ms [2021-03-13 14:19:19 main:574] : INFO : Epoch 1937 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 3073.38 ms [2021-03-13 14:19:22 main:574] : INFO : Epoch 1938 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 3111.32 ms [2021-03-13 14:19:25 main:574] : INFO : Epoch 1939 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 3138.74 ms [2021-03-13 14:19:28 main:574] : INFO : Epoch 1940 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 3103.69 ms [2021-03-13 14:19:31 main:574] : INFO : Epoch 1941 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 3123.85 ms [2021-03-13 14:19:35 main:574] : INFO : Epoch 1942 | loss: 0.0312463 | val_loss: 0.031245 | Time: 3127.27 ms [2021-03-13 14:19:38 main:574] : INFO : Epoch 1943 | loss: 0.0312454 | val_loss: 0.031244 | Time: 3116.09 ms [2021-03-13 14:19:41 main:574] : INFO : Epoch 1944 | loss: 0.0312453 | val_loss: 0.031245 | Time: 3122.22 ms [2021-03-13 14:19:44 main:574] : INFO : Epoch 1945 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 3118.61 ms [2021-03-13 14:19:47 main:574] : INFO : Epoch 1946 | loss: 0.0312484 | val_loss: 0.0312522 | Time: 3107.26 ms [2021-03-13 14:19:50 main:574] : INFO : Epoch 1947 | loss: 0.0312479 | val_loss: 0.031244 | Time: 3100.99 ms [2021-03-13 14:19:53 main:574] : INFO : Epoch 1948 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 3115.08 ms [2021-03-13 14:19:57 main:574] : INFO : Epoch 1949 | loss: 0.0312461 | val_loss: 0.0312432 | Time: 3105.35 ms [2021-03-13 14:20:00 main:574] : INFO : Epoch 1950 | loss: 0.0312448 | val_loss: 0.0312434 | Time: 3100.63 ms [2021-03-13 14:20:03 main:574] : INFO : Epoch 1951 | loss: 0.0312448 | val_loss: 0.0312487 | Time: 3092.47 ms [2021-03-13 14:20:06 main:574] : INFO : Epoch 1952 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 3106.79 ms [2021-03-13 14:20:09 main:574] : INFO : Epoch 1953 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 3126.53 ms [2021-03-13 14:20:12 main:574] : INFO : Epoch 1954 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 3105.62 ms [2021-03-13 14:20:15 main:574] : INFO : Epoch 1955 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 3137.55 ms [2021-03-13 14:20:19 main:574] : INFO : Epoch 1956 | loss: 0.0312475 | val_loss: 0.0312447 | Time: 3089.11 ms [2021-03-13 14:20:22 main:574] : INFO : Epoch 1957 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 3115.12 ms [2021-03-13 14:20:25 main:574] : INFO : Epoch 1958 | loss: 0.0312458 | val_loss: 0.031245 | Time: 3099.86 ms [2021-03-13 14:20:28 main:574] : INFO : Epoch 1959 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 3127.79 ms [2021-03-13 14:20:31 main:574] : INFO : Epoch 1960 | loss: 0.0312491 | val_loss: 0.0312474 | Time: 3098.25 ms [2021-03-13 14:20:34 main:574] : INFO : Epoch 1961 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 3114.82 ms [2021-03-13 14:20:37 main:574] : INFO : Epoch 1962 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 3095.75 ms [2021-03-13 14:20:41 main:574] : INFO : Epoch 1963 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 3108.56 ms [2021-03-13 14:20:44 main:574] : INFO : Epoch 1964 | loss: 0.031245 | val_loss: 0.0312441 | Time: 3090.47 ms [2021-03-13 14:20:47 main:574] : INFO : Epoch 1965 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 3091.21 ms [2021-03-13 14:20:50 main:574] : INFO : Epoch 1966 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 3132.8 ms [2021-03-13 14:20:53 main:574] : INFO : Epoch 1967 | loss: 0.0312446 | val_loss: 0.031248 | Time: 3112.03 ms [2021-03-13 14:20:56 main:574] : INFO : Epoch 1968 | loss: 0.0312475 | val_loss: 0.031252 | Time: 3114.93 ms [2021-03-13 14:20:59 main:574] : INFO : Epoch 1969 | loss: 0.031247 | val_loss: 0.0312439 | Time: 3096.2 ms [2021-03-13 14:21:02 main:574] : INFO : Epoch 1970 | loss: 0.0312475 | val_loss: 0.0312496 | Time: 3109.17 ms [2021-03-13 14:21:06 main:574] : INFO : Epoch 1971 | loss: 0.0312479 | val_loss: 0.0312459 | Time: 3105.96 ms [2021-03-13 14:21:09 main:574] : INFO : Epoch 1972 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 3102.58 ms [2021-03-13 14:21:12 main:574] : INFO : Epoch 1973 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 3119.28 ms [2021-03-13 14:21:15 main:574] : INFO : Epoch 1974 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 3125.07 ms [2021-03-13 14:21:18 main:574] : INFO : Epoch 1975 | loss: 0.031246 | val_loss: 0.0312436 | Time: 3133.74 ms [2021-03-13 14:21:21 main:574] : INFO : Epoch 1976 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 3104.95 ms [2021-03-13 14:21:24 main:574] : INFO : Epoch 1977 | loss: 0.0312446 | val_loss: 0.031243 | Time: 3103.04 ms [2021-03-13 14:21:28 main:574] : INFO : Epoch 1978 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 3110.26 ms [2021-03-13 14:21:31 main:574] : INFO : Epoch 1979 | loss: 0.0312467 | val_loss: 0.0312438 | Time: 3110.31 ms [2021-03-13 14:21:34 main:574] : INFO : Epoch 1980 | loss: 0.0312451 | val_loss: 0.031245 | Time: 3131.27 ms [2021-03-13 14:21:37 main:574] : INFO : Epoch 1981 | loss: 0.0312466 | val_loss: 0.0312525 | Time: 3142.25 ms [2021-03-13 14:21:40 main:574] : INFO : Epoch 1982 | loss: 0.0312466 | val_loss: 0.031246 | Time: 3140.96 ms [2021-03-13 14:21:43 main:574] : INFO : Epoch 1983 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 3112.52 ms [2021-03-13 14:21:47 main:574] : INFO : Epoch 1984 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 3139.14 ms [2021-03-13 14:21:50 main:574] : INFO : Epoch 1985 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 3136.57 ms [2021-03-13 14:21:53 main:574] : INFO : Epoch 1986 | loss: 0.031244 | val_loss: 0.0312416 | Time: 3118.95 ms [2021-03-13 14:21:56 main:574] : INFO : Epoch 1987 | loss: 0.0312443 | val_loss: 0.0312448 | Time: 3125.53 ms [2021-03-13 14:21:59 main:574] : INFO : Epoch 1988 | loss: 0.0312453 | val_loss: 0.0312478 | Time: 3138.72 ms [2021-03-13 14:22:02 main:574] : INFO : Epoch 1989 | loss: 0.0312444 | val_loss: 0.0312409 | Time: 3134.79 ms [2021-03-13 14:22:06 main:574] : INFO : Epoch 1990 | loss: 0.0312412 | val_loss: 0.0312412 | Time: 3126.05 ms [2021-03-13 14:22:09 main:574] : INFO : Epoch 1991 | loss: 0.0312411 | val_loss: 0.0312441 | Time: 3140.28 ms [2021-03-13 14:22:12 main:574] : INFO : Epoch 1992 | loss: 0.0312435 | val_loss: 0.0312507 | Time: 3139.14 ms [2021-03-13 14:22:15 main:574] : INFO : Epoch 1993 | loss: 0.0312471 | val_loss: 0.0312438 | Time: 3161.68 ms [2021-03-13 14:22:18 main:574] : INFO : Epoch 1994 | loss: 0.0312426 | val_loss: 0.0312409 | Time: 3125.7 ms [2021-03-13 14:22:21 main:574] : INFO : Epoch 1995 | loss: 0.0312424 | val_loss: 0.0312419 | Time: 3121.49 ms [2021-03-13 14:22:25 main:574] : INFO : Epoch 1996 | loss: 0.0312444 | val_loss: 0.0312461 | Time: 3126.16 ms [2021-03-13 14:22:28 main:574] : INFO : Epoch 1997 | loss: 0.0312447 | val_loss: 0.0312427 | Time: 3108.66 ms [2021-03-13 14:22:31 main:574] : INFO : Epoch 1998 | loss: 0.0312436 | val_loss: 0.0312409 | Time: 3115.82 ms [2021-03-13 14:22:34 main:574] : INFO : Epoch 1999 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 3112.02 ms [2021-03-13 14:22:37 main:574] : INFO : Epoch 2000 | loss: 0.0312428 | val_loss: 0.0312484 | Time: 3097.16 ms [2021-03-13 14:22:40 main:574] : INFO : Epoch 2001 | loss: 0.0312466 | val_loss: 0.0312438 | Time: 3102.05 ms [2021-03-13 14:22:43 main:574] : INFO : Epoch 2002 | loss: 0.0312428 | val_loss: 0.0312434 | Time: 3109.35 ms [2021-03-13 14:22:47 main:574] : INFO : Epoch 2003 | loss: 0.0312421 | val_loss: 0.0312408 | Time: 3126.28 ms [2021-03-13 14:22:50 main:574] : INFO : Epoch 2004 | loss: 0.0312403 | val_loss: 0.0312457 | Time: 3123.75 ms [2021-03-13 14:22:53 main:574] : INFO : Epoch 2005 | loss: 0.0312424 | val_loss: 0.0312413 | Time: 3134.07 ms [2021-03-13 14:22:56 main:574] : INFO : Epoch 2006 | loss: 0.0312434 | val_loss: 0.0312532 | Time: 3115.78 ms [2021-03-13 14:22:59 main:574] : INFO : Epoch 2007 | loss: 0.0312485 | val_loss: 0.0312421 | Time: 3151.67 ms [2021-03-13 14:23:02 main:574] : INFO : Epoch 2008 | loss: 0.0312405 | val_loss: 0.031243 | Time: 3130.48 ms [2021-03-13 14:23:06 main:574] : INFO : Epoch 2009 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 3106.23 ms [2021-03-13 14:23:09 main:574] : INFO : Epoch 2010 | loss: 0.0312404 | val_loss: 0.0312396 | Time: 3114.08 ms [2021-03-13 14:23:12 main:574] : INFO : Epoch 2011 | loss: 0.0312423 | val_loss: 0.0312418 | Time: 3150.02 ms [2021-03-13 14:23:15 main:574] : INFO : Epoch 2012 | loss: 0.0312411 | val_loss: 0.0312441 | Time: 3138.62 ms [2021-03-13 14:23:18 main:574] : INFO : Epoch 2013 | loss: 0.0312416 | val_loss: 0.0312404 | Time: 3108.47 ms [2021-03-13 14:23:21 main:574] : INFO : Epoch 2014 | loss: 0.0312407 | val_loss: 0.0312413 | Time: 3119 ms [2021-03-13 14:23:24 main:574] : INFO : Epoch 2015 | loss: 0.0312444 | val_loss: 0.031243 | Time: 3142.34 ms [2021-03-13 14:23:28 main:574] : INFO : Epoch 2016 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 3118.39 ms [2021-03-13 14:23:31 main:574] : INFO : Epoch 2017 | loss: 0.0312418 | val_loss: 0.0312411 | Time: 3102.31 ms [2021-03-13 14:23:34 main:574] : INFO : Epoch 2018 | loss: 0.0312419 | val_loss: 0.0312408 | Time: 3108.47 ms [2021-03-13 14:23:37 main:574] : INFO : Epoch 2019 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 3125.83 ms [2021-03-13 14:23:40 main:574] : INFO : Epoch 2020 | loss: 0.0312405 | val_loss: 0.0312396 | Time: 3110.92 ms [2021-03-13 14:23:43 main:574] : INFO : Epoch 2021 | loss: 0.0312393 | val_loss: 0.0312408 | Time: 3143.58 ms [2021-03-13 14:23:47 main:574] : INFO : Epoch 2022 | loss: 0.0312407 | val_loss: 0.0312408 | Time: 3106.85 ms [2021-03-13 14:23:50 main:574] : INFO : Epoch 2023 | loss: 0.0312392 | val_loss: 0.03124 | Time: 3137.29 ms [2021-03-13 14:23:53 main:574] : INFO : Epoch 2024 | loss: 0.0312401 | val_loss: 0.0312388 | Time: 3106.29 ms [2021-03-13 14:23:56 main:574] : INFO : Epoch 2025 | loss: 0.031242 | val_loss: 0.0312403 | Time: 3105.1 ms [2021-03-13 14:23:59 main:574] : INFO : Epoch 2026 | loss: 0.0312393 | val_loss: 0.0312399 | Time: 3121.26 ms [2021-03-13 14:24:02 main:574] : INFO : Epoch 2027 | loss: 0.0312407 | val_loss: 0.0312423 | Time: 3097.93 ms [2021-03-13 14:24:05 main:574] : INFO : Epoch 2028 | loss: 0.0312391 | val_loss: 0.0312395 | Time: 3121.61 ms [2021-03-13 14:24:09 main:574] : INFO : Epoch 2029 | loss: 0.0312398 | val_loss: 0.0312386 | Time: 3133.11 ms [2021-03-13 14:24:12 main:574] : INFO : Epoch 2030 | loss: 0.031238 | val_loss: 0.0312391 | Time: 3131.92 ms [2021-03-13 14:24:15 main:574] : INFO : Epoch 2031 | loss: 0.0312387 | val_loss: 0.0312385 | Time: 3110.03 ms [2021-03-13 14:24:18 main:574] : INFO : Epoch 2032 | loss: 0.0312405 | val_loss: 0.0312405 | Time: 3118.59 ms [2021-03-13 14:24:21 main:574] : INFO : Epoch 2033 | loss: 0.0312392 | val_loss: 0.0312382 | Time: 3136.61 ms [2021-03-13 14:24:24 main:574] : INFO : Epoch 2034 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 3143.78 ms [2021-03-13 14:24:28 main:574] : INFO : Epoch 2035 | loss: 0.0312406 | val_loss: 0.0312396 | Time: 3133.91 ms [2021-03-13 14:24:31 main:574] : INFO : Epoch 2036 | loss: 0.0312387 | val_loss: 0.0312389 | Time: 3142.47 ms [2021-03-13 14:24:34 main:574] : INFO : Epoch 2037 | loss: 0.0312382 | val_loss: 0.0312399 | Time: 3116.46 ms [2021-03-13 14:24:37 main:574] : INFO : Epoch 2038 | loss: 0.0312386 | val_loss: 0.0312395 | Time: 3111.49 ms [2021-03-13 14:24:40 main:574] : INFO : Epoch 2039 | loss: 0.0312415 | val_loss: 0.0312412 | Time: 3114.95 ms [2021-03-13 14:24:43 main:574] : INFO : Epoch 2040 | loss: 0.0312398 | val_loss: 0.0312379 | Time: 3109.27 ms [2021-03-13 14:24:46 main:574] : INFO : Epoch 2041 | loss: 0.0312384 | val_loss: 0.0312385 | Time: 3117.4 ms [2021-03-13 14:24:50 main:574] : INFO : Epoch 2042 | loss: 0.0312401 | val_loss: 0.0312414 | Time: 3125.22 ms [2021-03-13 14:24:53 main:574] : INFO : Epoch 2043 | loss: 0.031239 | val_loss: 0.0312437 | Time: 3132.79 ms [2021-03-13 14:24:56 main:574] : INFO : Epoch 2044 | loss: 0.0312408 | val_loss: 0.0312388 | Time: 3118.56 ms [2021-03-13 14:24:59 main:574] : INFO : Epoch 2045 | loss: 0.031239 | val_loss: 0.0312384 | Time: 3101.87 ms [2021-03-13 14:25:02 main:574] : INFO : Epoch 2046 | loss: 0.0312403 | val_loss: 0.0312391 | Time: 3139.46 ms [2021-03-13 14:25:05 main:574] : INFO : Epoch 2047 | loss: 0.0312388 | val_loss: 0.0312427 | Time: 3110.87 ms [2021-03-13 14:25:08 main:574] : INFO : Epoch 2048 | loss: 0.0312378 | val_loss: 0.031242 | Time: 3112.97 ms [2021-03-13 14:25:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031242 [2021-03-13 14:25:08 main:603] : INFO : Saving end state to config to file [2021-03-13 14:25:09 main:608] : INFO : Success, exiting.. 14:25:09 (11260): 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)