Task 14597588
| Name | ParityModified-1647043278-12496-3-0_0 |
| Workunit | 11618560 |
| Created | 11 Apr 2022, 20:08:27 UTC |
| Sent | 11 Apr 2022, 20:08:38 UTC |
| Report deadline | 19 Apr 2022, 20:08:38 UTC |
| Received | 11 Apr 2022, 21:26:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 38 min 52 sec |
| CPU time | 35 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -04-11 14:16:18 main:574] : INFO : Epoch 1542 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1054.05 ms [2022-04-11 14:16:19 main:574] : INFO : Epoch 1543 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1051.49 ms [2022-04-11 14:16:20 main:574] : INFO : Epoch 1544 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1053.85 ms [2022-04-11 14:16:22 main:574] : INFO : Epoch 1545 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 1048.49 ms [2022-04-11 14:16:23 main:574] : INFO : Epoch 1546 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1056.09 ms [2022-04-11 14:16:24 main:574] : INFO : Epoch 1547 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1051.16 ms [2022-04-11 14:16:25 main:574] : INFO : Epoch 1548 | loss: 0.0312488 | val_loss: 0.0312469 | Time: 1051.22 ms [2022-04-11 14:16:26 main:574] : INFO : Epoch 1549 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1052.4 ms [2022-04-11 14:16:27 main:574] : INFO : Epoch 1550 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 1052.39 ms [2022-04-11 14:16:28 main:574] : INFO : Epoch 1551 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 1055.02 ms [2022-04-11 14:16:30 main:574] : INFO : Epoch 1552 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1050.23 ms [2022-04-11 14:16:31 main:574] : INFO : Epoch 1553 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1050.65 ms [2022-04-11 14:16:32 main:574] : INFO : Epoch 1554 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 1051.22 ms [2022-04-11 14:16:33 main:574] : INFO : Epoch 1555 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1052.69 ms [2022-04-11 14:16:34 main:574] : INFO : Epoch 1556 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1052.53 ms [2022-04-11 14:16:35 main:574] : INFO : Epoch 1557 | loss: 0.0312492 | val_loss: 0.0312472 | Time: 1055.04 ms [2022-04-11 14:16:36 main:574] : INFO : Epoch 1558 | loss: 0.031248 | val_loss: 0.0312471 | Time: 1049.49 ms [2022-04-11 14:16:37 main:574] : INFO : Epoch 1559 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1054.71 ms [2022-04-11 14:16:39 main:574] : INFO : Epoch 1560 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1045.8 ms [2022-04-11 14:16:40 main:574] : INFO : Epoch 1561 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1050.33 ms [2022-04-11 14:16:41 main:574] : INFO : Epoch 1562 | loss: 0.031248 | val_loss: 0.0312471 | Time: 1054.84 ms [2022-04-11 14:16:42 main:574] : INFO : Epoch 1563 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1049.95 ms [2022-04-11 14:16:43 main:574] : INFO : Epoch 1564 | loss: 0.031249 | val_loss: 0.0312472 | Time: 1052.34 ms [2022-04-11 14:16:44 main:574] : INFO : Epoch 1565 | loss: 0.0312484 | val_loss: 0.031247 | Time: 1048.74 ms [2022-04-11 14:16:45 main:574] : INFO : Epoch 1566 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1050.83 ms [2022-04-11 14:16:46 main:574] : INFO : Epoch 1567 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1048.38 ms [2022-04-11 14:16:48 main:574] : INFO : Epoch 1568 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 1047.89 ms [2022-04-11 14:16:49 main:574] : INFO : Epoch 1569 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1048.28 ms [2022-04-11 14:16:50 main:574] : INFO : Epoch 1570 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1048.74 ms [2022-04-11 14:16:51 main:574] : INFO : Epoch 1571 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1055.8 ms [2022-04-11 14:16:52 main:574] : INFO : Epoch 1572 | loss: 0.0312483 | val_loss: 0.031247 | Time: 1048.18 ms [2022-04-11 14:16:53 main:574] : INFO : Epoch 1573 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 1053.86 ms [2022-04-11 14:16:54 main:574] : INFO : Epoch 1574 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1050.93 ms [2022-04-11 14:16:56 main:574] : INFO : Epoch 1575 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 1054.14 ms [2022-04-11 14:16:57 main:574] : INFO : Epoch 1576 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1053.2 ms [2022-04-11 14:16:58 main:574] : INFO : Epoch 1577 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 1053.65 ms [2022-04-11 14:16:59 main:574] : INFO : Epoch 1578 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1055.38 ms [2022-04-11 14:17:00 main:574] : INFO : Epoch 1579 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1052.56 ms [2022-04-11 14:17:01 main:574] : INFO : Epoch 1580 | loss: 0.031248 | val_loss: 0.031247 | Time: 1055.81 ms [2022-04-11 14:17:02 main:574] : INFO : Epoch 1581 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1051.78 ms [2022-04-11 14:17:04 main:574] : INFO : Epoch 1582 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1049.8 ms [2022-04-11 14:17:05 main:574] : INFO : Epoch 1583 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1052.38 ms [2022-04-11 14:17:06 main:574] : INFO : Epoch 1584 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1056.96 ms [2022-04-11 14:17:07 main:574] : INFO : Epoch 1585 | loss: 0.0312496 | val_loss: 0.0312476 | Time: 1048.42 ms [2022-04-11 14:17:08 main:574] : INFO : Epoch 1586 | loss: 0.0312492 | val_loss: 0.0312474 | Time: 1056.44 ms [2022-04-11 14:17:09 main:574] : INFO : Epoch 1587 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1050.78 ms [2022-04-11 14:17:10 main:574] : INFO : Epoch 1588 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 1056.07 ms [2022-04-11 14:17:11 main:574] : INFO : Epoch 1589 | loss: 0.0312483 | val_loss: 0.031247 | Time: 1052.66 ms [2022-04-11 14:17:13 main:574] : INFO : Epoch 1590 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1055.09 ms [2022-04-11 14:17:14 main:574] : INFO : Epoch 1591 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1053.01 ms [2022-04-11 14:17:15 main:574] : INFO : Epoch 1592 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1056.11 ms [2022-04-11 14:17:16 main:574] : INFO : Epoch 1593 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1050.41 ms [2022-04-11 14:17:17 main:574] : INFO : Epoch 1594 | loss: 0.0312488 | val_loss: 0.0312471 | Time: 1056.28 ms [2022-04-11 14:17:18 main:574] : INFO : Epoch 1595 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1045.37 ms [2022-04-11 14:17:19 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312471 | Time: 1051.6 ms [2022-04-11 14:17:20 main:574] : INFO : Epoch 1597 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 1053.11 ms [2022-04-11 14:17:22 main:574] : INFO : Epoch 1598 | loss: 0.0312496 | val_loss: 0.0312473 | Time: 1048.95 ms [2022-04-11 14:17:23 main:574] : INFO : Epoch 1599 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 1052.86 ms [2022-04-11 14:17:24 main:574] : INFO : Epoch 1600 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1048.84 ms [2022-04-11 14:17:25 main:574] : INFO : Epoch 1601 | loss: 0.0312488 | val_loss: 0.0312472 | Time: 1052.2 ms [2022-04-11 14:17:26 main:574] : INFO : Epoch 1602 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 1049.82 ms [2022-04-11 14:17:27 main:574] : INFO : Epoch 1603 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1051.72 ms [2022-04-11 14:17:28 main:574] : INFO : Epoch 1604 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1048.89 ms [2022-04-11 14:17:29 main:574] : INFO : Epoch 1605 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1050.41 ms [2022-04-11 14:17:31 main:574] : INFO : Epoch 1606 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1051.27 ms [2022-04-11 14:17:32 main:574] : INFO : Epoch 1607 | loss: 0.0312487 | val_loss: 0.0312469 | Time: 1054.26 ms [2022-04-11 14:17:33 main:574] : INFO : Epoch 1608 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1049.39 ms [2022-04-11 14:17:34 main:574] : INFO : Epoch 1609 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1051.43 ms [2022-04-11 14:17:35 main:574] : INFO : Epoch 1610 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1049.66 ms [2022-04-11 14:17:36 main:574] : INFO : Epoch 1611 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1051.33 ms [2022-04-11 14:17:37 main:574] : INFO : Epoch 1612 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1047.78 ms [2022-04-11 14:17:38 main:574] : INFO : Epoch 1613 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 1055.57 ms [2022-04-11 14:17:39 main:574] : INFO : Epoch 1614 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1046.52 ms [2022-04-11 14:17:41 main:574] : INFO : Epoch 1615 | loss: 0.031249 | val_loss: 0.0312469 | Time: 1052.25 ms [2022-04-11 14:17:42 main:574] : INFO : Epoch 1616 | loss: 0.0312504 | val_loss: 0.0312539 | Time: 1046.87 ms [2022-04-11 14:17:43 main:574] : INFO : Epoch 1617 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1048.86 ms [2022-04-11 14:17:44 main:574] : INFO : Epoch 1618 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1048.64 ms [2022-04-11 14:17:45 main:574] : INFO : Epoch 1619 | loss: 0.0312495 | val_loss: 0.0312472 | Time: 1053.2 ms [2022-04-11 14:17:46 main:574] : INFO : Epoch 1620 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1051.53 ms [2022-04-11 14:17:47 main:574] : INFO : Epoch 1621 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1051.89 ms [2022-04-11 14:17:49 main:574] : INFO : Epoch 1622 | loss: 0.0312493 | val_loss: 0.0312475 | Time: 1048.12 ms [2022-04-11 14:17:50 main:574] : INFO : Epoch 1623 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 1048.85 ms [2022-04-11 14:17:51 main:574] : INFO : Epoch 1624 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1053.64 ms [2022-04-11 14:17:52 main:574] : INFO : Epoch 1625 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1049.2 ms [2022-04-11 14:17:53 main:574] : INFO : Epoch 1626 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 1052.16 ms [2022-04-11 14:17:54 main:574] : INFO : Epoch 1627 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 1048.05 ms [2022-04-11 14:17:55 main:574] : INFO : Epoch 1628 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1052.36 ms [2022-04-11 14:17:56 main:574] : INFO : Epoch 1629 | loss: 0.031248 | val_loss: 0.0312467 | Time: 1046.52 ms [2022-04-11 14:17:58 main:574] : INFO : Epoch 1630 | loss: 0.0312488 | val_loss: 0.031247 | Time: 1054.09 ms [2022-04-11 14:17:59 main:574] : INFO : Epoch 1631 | loss: 0.031249 | val_loss: 0.0312475 | Time: 1047.32 ms [2022-04-11 14:18:00 main:574] : INFO : Epoch 1632 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 1054.08 ms [2022-04-11 14:18:01 main:574] : INFO : Epoch 1633 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1046.14 ms [2022-04-11 14:18:02 main:574] : INFO : Epoch 1634 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1053.32 ms [2022-04-11 14:18:03 main:574] : INFO : Epoch 1635 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 1046.88 ms [2022-04-11 14:18:04 main:574] : INFO : Epoch 1636 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1053.01 ms [2022-04-11 14:18:05 main:574] : INFO : Epoch 1637 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1047.12 ms [2022-04-11 14:18:07 main:574] : INFO : Epoch 1638 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1051.55 ms [2022-04-11 14:18:08 main:574] : INFO : Epoch 1639 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1046.91 ms [2022-04-11 14:18:09 main:574] : INFO : Epoch 1640 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1054.92 ms [2022-04-11 14:18:10 main:574] : INFO : Epoch 1641 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1051.08 ms [2022-04-11 14:18:11 main:574] : INFO : Epoch 1642 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1054.38 ms [2022-04-11 14:18:12 main:574] : INFO : Epoch 1643 | loss: 0.031249 | val_loss: 0.031249 | Time: 1049.12 ms [2022-04-11 14:18:13 main:574] : INFO : Epoch 1644 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 1047.68 ms [2022-04-11 14:18:14 main:574] : INFO : Epoch 1645 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1051.96 ms [2022-04-11 14:18:16 main:574] : INFO : Epoch 1646 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 1048.36 ms [2022-04-11 14:18:17 main:574] : INFO : Epoch 1647 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1051.36 ms [2022-04-11 14:18:18 main:574] : INFO : Epoch 1648 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1049.65 ms [2022-04-11 14:18:19 main:574] : INFO : Epoch 1649 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1053.28 ms [2022-04-11 14:18:20 main:574] : INFO : Epoch 1650 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1048.02 ms [2022-04-11 14:18:21 main:574] : INFO : Epoch 1651 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1049.4 ms [2022-04-11 14:18:22 main:574] : INFO : Epoch 1652 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 1047.25 ms [2022-04-11 14:18:23 main:574] : INFO : Epoch 1653 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1052.32 ms [2022-04-11 14:18:25 main:574] : INFO : Epoch 1654 | loss: 0.031248 | val_loss: 0.031247 | Time: 1047.6 ms [2022-04-11 14:18:26 main:574] : INFO : Epoch 1655 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1049.96 ms [2022-04-11 14:18:27 main:574] : INFO : Epoch 1656 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1054.79 ms [2022-04-11 14:18:28 main:574] : INFO : Epoch 1657 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1049.52 ms [2022-04-11 14:18:29 main:574] : INFO : Epoch 1658 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1053.44 ms [2022-04-11 14:18:30 main:574] : INFO : Epoch 1659 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 1050.55 ms [2022-04-11 14:18:31 main:574] : INFO : Epoch 1660 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1053.12 ms [2022-04-11 14:18:32 main:574] : INFO : Epoch 1661 | loss: 0.0312489 | val_loss: 0.0312469 | Time: 1047.67 ms [2022-04-11 14:18:34 main:574] : INFO : Epoch 1662 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 1053.23 ms [2022-04-11 14:18:35 main:574] : INFO : Epoch 1663 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 1050.02 ms [2022-04-11 14:18:36 main:574] : INFO : Epoch 1664 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 1051.09 ms [2022-04-11 14:18:37 main:574] : INFO : Epoch 1665 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1048.5 ms [2022-04-11 14:18:38 main:574] : INFO : Epoch 1666 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1050.29 ms [2022-04-11 14:18:39 main:574] : INFO : Epoch 1667 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 1048.79 ms [2022-04-11 14:18:40 main:574] : INFO : Epoch 1668 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 1051.71 ms [2022-04-11 14:18:41 main:574] : INFO : Epoch 1669 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1049.01 ms [2022-04-11 14:18:43 main:574] : INFO : Epoch 1670 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1047.37 ms [2022-04-11 14:18:44 main:574] : INFO : Epoch 1671 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 1050.63 ms [2022-04-11 14:18:45 main:574] : INFO : Epoch 1672 | loss: 0.0312497 | val_loss: 0.0312472 | Time: 1052.9 ms [2022-04-11 14:18:46 main:574] : INFO : Epoch 1673 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 1048.75 ms [2022-04-11 14:18:47 main:574] : INFO : Epoch 1674 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1054.49 ms [2022-04-11 14:18:48 main:574] : INFO : Epoch 1675 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 1048.58 ms [2022-04-11 14:18:49 main:574] : INFO : Epoch 1676 | loss: 0.0312485 | val_loss: 0.031247 | Time: 1056.48 ms [2022-04-11 14:18:50 main:574] : INFO : Epoch 1677 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1051.59 ms [2022-04-11 14:18:52 main:574] : INFO : Epoch 1678 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1050.82 ms [2022-04-11 14:18:53 main:574] : INFO : Epoch 1679 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1049.85 ms [2022-04-11 14:18:54 main:574] : INFO : Epoch 1680 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1053.51 ms [2022-04-11 14:18:55 main:574] : INFO : Epoch 1681 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 1051.99 ms [2022-04-11 14:18:56 main:574] : INFO : Epoch 1682 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1052.43 ms [2022-04-11 14:18:57 main:574] : INFO : Epoch 1683 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1051.34 ms [2022-04-11 14:18:58 main:574] : INFO : Epoch 1684 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1053.47 ms [2022-04-11 14:18:59 main:574] : INFO : Epoch 1685 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 1050.1 ms [2022-04-11 14:19:01 main:574] : INFO : Epoch 1686 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 1053.87 ms [2022-04-11 14:19:02 main:574] : INFO : Epoch 1687 | loss: 0.0312489 | val_loss: 0.0312474 | Time: 1047.8 ms [2022-04-11 14:19:03 main:574] : INFO : Epoch 1688 | loss: 0.0312488 | val_loss: 0.0312469 | Time: 1054 ms [2022-04-11 14:19:04 main:574] : INFO : Epoch 1689 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1049.9 ms [2022-04-11 14:19:05 main:574] : INFO : Epoch 1690 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 1054.23 ms [2022-04-11 14:19:06 main:574] : INFO : Epoch 1691 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1051.85 ms [2022-04-11 14:19:07 main:574] : INFO : Epoch 1692 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1055.33 ms [2022-04-11 14:19:08 main:574] : INFO : Epoch 1693 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1049.98 ms [2022-04-11 14:19:10 main:574] : INFO : Epoch 1694 | loss: 0.0312483 | val_loss: 0.03125 | Time: 1052.32 ms [2022-04-11 14:19:11 main:574] : INFO : Epoch 1695 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1049.84 ms [2022-04-11 14:19:12 main:574] : INFO : Epoch 1696 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1052.59 ms [2022-04-11 14:19:13 main:574] : INFO : Epoch 1697 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 1051.57 ms [2022-04-11 14:19:14 main:574] : INFO : Epoch 1698 | loss: 0.0312494 | val_loss: 0.0312476 | Time: 1053.34 ms [2022-04-11 14:19:15 main:574] : INFO : Epoch 1699 | loss: 0.031249 | val_loss: 0.0312482 | Time: 1050.7 ms [2022-04-11 14:19:16 main:574] : INFO : Epoch 1700 | loss: 0.0312505 | val_loss: 0.0312491 | Time: 1052.89 ms [2022-04-11 14:19:18 main:574] : INFO : Epoch 1701 | loss: 0.0312501 | val_loss: 0.0312471 | Time: 1050.32 ms [2022-04-11 14:19:19 main:574] : INFO : Epoch 1702 | loss: 0.031249 | val_loss: 0.0312468 | Time: 1051.8 ms [2022-04-11 14:19:20 main:574] : INFO : Epoch 1703 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 1050.3 ms [2022-04-11 14:19:21 main:574] : INFO : Epoch 1704 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1052.71 ms [2022-04-11 14:19:22 main:574] : INFO : Epoch 1705 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1051.33 ms [2022-04-11 14:19:23 main:574] : INFO : Epoch 1706 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1054.9 ms [2022-04-11 14:19:24 main:574] : INFO : Epoch 1707 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1049.27 ms [2022-04-11 14:19:25 main:574] : INFO : Epoch 1708 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1056.8 ms [2022-04-11 14:19:27 main:574] : INFO : Epoch 1709 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1052.08 ms [2022-04-11 14:19:28 main:574] : INFO : Epoch 1710 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1050.22 ms [2022-04-11 14:19:29 main:574] : INFO : Epoch 1711 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 1053.42 ms [2022-04-11 14:19:30 main:574] : INFO : Epoch 1712 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 1045.46 ms [2022-04-11 14:19:31 main:574] : INFO : Epoch 1713 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 1055.15 ms [2022-04-11 14:19:32 main:574] : INFO : Epoch 1714 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 1051.2 ms [2022-04-11 14:19:33 main:574] : INFO : Epoch 1715 | loss: 0.0312486 | val_loss: 0.0312468 | Time: 1052.94 ms [2022-04-11 14:19:34 main:574] : INFO : Epoch 1716 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1051.76 ms [2022-04-11 14:19:36 main:574] : INFO : Epoch 1717 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1054.59 ms [2022-04-11 14:19:37 main:574] : INFO : Epoch 1718 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 1050.29 ms [2022-04-11 14:19:38 main:574] : INFO : Epoch 1719 | loss: 0.0312484 | val_loss: 0.0312468 | Time: 1053.85 ms [2022-04-11 14:19:39 main:574] : INFO : Epoch 1720 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1049.64 ms [2022-04-11 14:19:40 main:574] : INFO : Epoch 1721 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1056.4 ms [2022-04-11 14:19:41 main:574] : INFO : Epoch 1722 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1051.38 ms [2022-04-11 14:19:42 main:574] : INFO : Epoch 1723 | loss: 0.0312486 | val_loss: 0.031247 | Time: 1053.05 ms [2022-04-11 14:19:44 main:574] : INFO : Epoch 1724 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1049.05 ms [2022-04-11 14:19:45 main:574] : INFO : Epoch 1725 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1056.11 ms [2022-04-11 14:19:46 main:574] : INFO : Epoch 1726 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 1054.14 ms [2022-04-11 14:19:47 main:574] : INFO : Epoch 1727 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 1047.23 ms [2022-04-11 14:19:48 main:574] : INFO : Epoch 1728 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1049.4 ms [2022-04-11 14:19:49 main:574] : INFO : Epoch 1729 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1054.84 ms [2022-04-11 14:19:50 main:574] : INFO : Epoch 1730 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1052.02 ms [2022-04-11 14:19:51 main:574] : INFO : Epoch 1731 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1052.23 ms [2022-04-11 14:19:53 main:574] : INFO : Epoch 1732 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1049.95 ms [2022-04-11 14:19:54 main:574] : INFO : Epoch 1733 | loss: 0.0312486 | val_loss: 0.031247 | Time: 1052.94 ms [2022-04-11 14:19:55 main:574] : INFO : Epoch 1734 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1047.75 ms [2022-04-11 14:19:56 main:574] : INFO : Epoch 1735 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1055.04 ms [2022-04-11 14:19:57 main:574] : INFO : Epoch 1736 | loss: 0.031248 | val_loss: 0.0312471 | Time: 1050.52 ms [2022-04-11 14:19:58 main:574] : INFO : Epoch 1737 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1053.82 ms [2022-04-11 14:19:59 main:574] : INFO : Epoch 1738 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 1048.65 ms [2022-04-11 14:20:00 main:574] : INFO : Epoch 1739 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 1049.51 ms [2022-04-11 14:20:02 main:574] : INFO : Epoch 1740 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1050.01 ms [2022-04-11 14:20:03 main:574] : INFO : Epoch 1741 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 1051.47 ms [2022-04-11 14:20:04 main:574] : INFO : Epoch 1742 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1053.6 ms [2022-04-11 14:20:05 main:574] : INFO : Epoch 1743 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 1053.57 ms [2022-04-11 14:20:06 main:574] : INFO : Epoch 1744 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1050.08 ms [2022-04-11 14:20:07 main:574] : INFO : Epoch 1745 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 1053.75 ms [2022-04-11 14:20:08 main:574] : INFO : Epoch 1746 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 1049.19 ms [2022-04-11 14:20:09 main:574] : INFO : Epoch 1747 | loss: 0.031248 | val_loss: 0.0312485 | Time: 1052.13 ms [2022-04-11 14:20:11 main:574] : INFO : Epoch 1748 | loss: 0.0312487 | val_loss: 0.0312473 | Time: 1050.08 ms [2022-04-11 14:20:12 main:574] : INFO : Epoch 1749 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1054.2 ms [2022-04-11 14:20:13 main:574] : INFO : Epoch 1750 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1051.45 ms [2022-04-11 14:20:14 main:574] : INFO : Epoch 1751 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1052.03 ms [2022-04-11 14:20:15 main:574] : INFO : Epoch 1752 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 1048.83 ms [2022-04-11 14:20:16 main:574] : INFO : Epoch 1753 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 1052.96 ms [2022-04-11 14:20:17 main:574] : INFO : Epoch 1754 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 1053.42 ms [2022-04-11 14:20:18 main:574] : INFO : Epoch 1755 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1051.65 ms [2022-04-11 14:20:20 main:574] : INFO : Epoch 1756 | loss: 0.0312488 | val_loss: 0.0312473 | Time: 1048.67 ms [2022-04-11 14:20:21 main:574] : INFO : Epoch 1757 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1051.18 ms [2022-04-11 14:20:22 main:574] : INFO : Epoch 1758 | loss: 0.031248 | val_loss: 0.031247 | Time: 1050.52 ms [2022-04-11 14:20:23 main:574] : INFO : Epoch 1759 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1052.3 ms [2022-04-11 14:20:24 main:574] : INFO : Epoch 1760 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 1050.67 ms [2022-04-11 14:20:25 main:574] : INFO : Epoch 1761 | loss: 0.0312492 | val_loss: 0.0312526 | Time: 1055.81 ms [2022-04-11 14:20:26 main:574] : INFO : Epoch 1762 | loss: 0.0312494 | val_loss: 0.0312536 | Time: 1050.55 ms [2022-04-11 14:20:28 main:574] : INFO : Epoch 1763 | loss: 0.0312543 | val_loss: 0.031249 | Time: 1053.17 ms [2022-04-11 14:20:29 main:574] : INFO : Epoch 1764 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1051.46 ms [2022-04-11 14:20:30 main:574] : INFO : Epoch 1765 | loss: 0.0312489 | val_loss: 0.0312472 | Time: 1050.3 ms [2022-04-11 14:20:31 main:574] : INFO : Epoch 1766 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1055.15 ms [2022-04-11 14:20:32 main:574] : INFO : Epoch 1767 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1048.77 ms [2022-04-11 14:20:33 main:574] : INFO : Epoch 1768 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 1055.8 ms [2022-04-11 14:20:34 main:574] : INFO : Epoch 1769 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1048.42 ms [2022-04-11 14:20:35 main:574] : INFO : Epoch 1770 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1052.66 ms [2022-04-11 14:20:37 main:574] : INFO : Epoch 1771 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 1051.03 ms [2022-04-11 14:20:38 main:574] : INFO : Epoch 1772 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1065.92 ms [2022-04-11 14:20:39 main:574] : INFO : Epoch 1773 | loss: 0.0312483 | val_loss: 0.0312467 | Time: 1053.59 ms [2022-04-11 14:20:40 main:574] : INFO : Epoch 1774 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1052 ms [2022-04-11 14:20:41 main:574] : INFO : Epoch 1775 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1055.83 ms [2022-04-11 14:20:42 main:574] : INFO : Epoch 1776 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1059.43 ms [2022-04-11 14:20:43 main:574] : INFO : Epoch 1777 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1057.36 ms [2022-04-11 14:20:45 main:574] : INFO : Epoch 1778 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1055.38 ms [2022-04-11 14:20:46 main:574] : INFO : Epoch 1779 | loss: 0.031249 | val_loss: 0.0312482 | Time: 1053.39 ms [2022-04-11 14:20:47 main:574] : INFO : Epoch 1780 | loss: 0.0312487 | val_loss: 0.0312469 | Time: 1047.34 ms [2022-04-11 14:20:48 main:574] : INFO : Epoch 1781 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1050.15 ms [2022-04-11 14:20:49 main:574] : INFO : Epoch 1782 | loss: 0.0312487 | val_loss: 0.0312468 | Time: 1051.98 ms [2022-04-11 14:20:50 main:574] : INFO : Epoch 1783 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1050.25 ms [2022-04-11 14:20:51 main:574] : INFO : Epoch 1784 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 1050.54 ms [2022-04-11 14:20:52 main:574] : INFO : Epoch 1785 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 1049.09 ms [2022-04-11 14:20:54 main:574] : INFO : Epoch 1786 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 1053.06 ms [2022-04-11 14:20:55 main:574] : INFO : Epoch 1787 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1050.03 ms [2022-04-11 14:20:56 main:574] : INFO : Epoch 1788 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1053.5 ms [2022-04-11 14:20:57 main:574] : INFO : Epoch 1789 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1050.01 ms [2022-04-11 14:20:58 main:574] : INFO : Epoch 1790 | loss: 0.0312488 | val_loss: 0.0312468 | Time: 1053.42 ms [2022-04-11 14:20:59 main:574] : INFO : Epoch 1791 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1046.78 ms [2022-04-11 14:21:00 main:574] : INFO : Epoch 1792 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 1054.8 ms [2022-04-11 14:21:01 main:574] : INFO : Epoch 1793 | loss: 0.0312491 | val_loss: 0.0312471 | Time: 1048.54 ms [2022-04-11 14:21:03 main:574] : INFO : Epoch 1794 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 1051.09 ms [2022-04-11 14:21:04 main:574] : INFO : Epoch 1795 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1049.34 ms [2022-04-11 14:21:05 main:574] : INFO : Epoch 1796 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1051.54 ms [2022-04-11 14:21:06 main:574] : INFO : Epoch 1797 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1050.08 ms [2022-04-11 14:21:07 main:574] : INFO : Epoch 1798 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 1053.4 ms [2022-04-11 14:21:08 main:574] : INFO : Epoch 1799 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1047.42 ms [2022-04-11 14:21:09 main:574] : INFO : Epoch 1800 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1052.66 ms [2022-04-11 14:21:10 main:574] : INFO : Epoch 1801 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1046.36 ms [2022-04-11 14:21:12 main:574] : INFO : Epoch 1802 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1052.15 ms [2022-04-11 14:21:13 main:574] : INFO : Epoch 1803 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1046.4 ms [2022-04-11 14:21:14 main:574] : INFO : Epoch 1804 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 1050.12 ms [2022-04-11 14:21:15 main:574] : INFO : Epoch 1805 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 1048.41 ms [2022-04-11 14:21:16 main:574] : INFO : Epoch 1806 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 1054.11 ms [2022-04-11 14:21:17 main:574] : INFO : Epoch 1807 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1047.41 ms [2022-04-11 14:21:18 main:574] : INFO : Epoch 1808 | loss: 0.031248 | val_loss: 0.0312486 | Time: 1053.21 ms [2022-04-11 14:21:19 main:574] : INFO : Epoch 1809 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1048.35 ms [2022-04-11 14:21:21 main:574] : INFO : Epoch 1810 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1053.48 ms [2022-04-11 14:21:22 main:574] : INFO : Epoch 1811 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 1051.38 ms [2022-04-11 14:21:23 main:574] : INFO : Epoch 1812 | loss: 0.0312485 | val_loss: 0.0312468 | Time: 1053.95 ms [2022-04-11 14:21:24 main:574] : INFO : Epoch 1813 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1047.37 ms [2022-04-11 14:21:25 main:574] : INFO : Epoch 1814 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1052.31 ms [2022-04-11 14:21:26 main:574] : INFO : Epoch 1815 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1051.76 ms [2022-04-11 14:21:27 main:574] : INFO : Epoch 1816 | loss: 0.0312486 | val_loss: 0.0312471 | Time: 1047.59 ms [2022-04-11 14:21:28 main:574] : INFO : Epoch 1817 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1048.05 ms [2022-04-11 14:21:30 main:574] : INFO : Epoch 1818 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1053.77 ms [2022-04-11 14:21:31 main:574] : INFO : Epoch 1819 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1050 ms [2022-04-11 14:21:32 main:574] : INFO : Epoch 1820 | loss: 0.0312497 | val_loss: 0.0312469 | Time: 1051.46 ms [2022-04-11 14:21:33 main:574] : INFO : Epoch 1821 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1052.75 ms [2022-04-11 14:21:34 main:574] : INFO : Epoch 1822 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 1054.11 ms [2022-04-11 14:21:35 main:574] : INFO : Epoch 1823 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1053.21 ms [2022-04-11 14:21:36 main:574] : INFO : Epoch 1824 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1050.82 ms [2022-04-11 14:21:38 main:574] : INFO : Epoch 1825 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1055.27 ms [2022-04-11 14:21:39 main:574] : INFO : Epoch 1826 | loss: 0.0312483 | val_loss: 0.0312502 | Time: 1049.82 ms [2022-04-11 14:21:40 main:574] : INFO : Epoch 1827 | loss: 0.0312489 | val_loss: 0.0312471 | Time: 1053.4 ms [2022-04-11 14:21:41 main:574] : INFO : Epoch 1828 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1049.94 ms [2022-04-11 14:21:42 main:574] : INFO : Epoch 1829 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 1054.34 ms [2022-04-11 14:21:43 main:574] : INFO : Epoch 1830 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1049.55 ms [2022-04-11 14:21:44 main:574] : INFO : Epoch 1831 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1054.5 ms [2022-04-11 14:21:46 main:574] : INFO : Epoch 1832 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1049.37 ms [2022-04-11 14:21:47 main:574] : INFO : Epoch 1833 | loss: 0.0312486 | val_loss: 0.0312469 | Time: 1055.29 ms [2022-04-11 14:21:48 main:574] : INFO : Epoch 1834 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 1047.14 ms [2022-04-11 14:21:49 main:574] : INFO : Epoch 1835 | loss: 0.0312484 | val_loss: 0.031248 | Time: 1056.17 ms [2022-04-11 14:21:50 main:574] : INFO : Epoch 1836 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 1049.48 ms [2022-04-11 14:21:51 main:574] : INFO : Epoch 1837 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1052.69 ms [2022-04-11 14:21:52 main:574] : INFO : Epoch 1838 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1050.86 ms [2022-04-11 14:21:53 main:574] : INFO : Epoch 1839 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1052.22 ms [2022-04-11 14:21:55 main:574] : INFO : Epoch 1840 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 1049.27 ms [2022-04-11 14:21:56 main:574] : INFO : Epoch 1841 | loss: 0.031248 | val_loss: 0.031247 | Time: 1055.03 ms [2022-04-11 14:21:57 main:574] : INFO : Epoch 1842 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1052.49 ms [2022-04-11 14:21:58 main:574] : INFO : Epoch 1843 | loss: 0.031248 | val_loss: 0.0312471 | Time: 1054.91 ms [2022-04-11 14:21:59 main:574] : INFO : Epoch 1844 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1050.65 ms [2022-04-11 14:22:00 main:574] : INFO : Epoch 1845 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1054.96 ms [2022-04-11 14:22:01 main:574] : INFO : Epoch 1846 | loss: 0.0312496 | val_loss: 0.0312604 | Time: 1049.42 ms [2022-04-11 14:22:02 main:574] : INFO : Epoch 1847 | loss: 0.0312639 | val_loss: 0.031255 | Time: 1051.44 ms [2022-04-11 14:22:04 main:574] : INFO : Epoch 1848 | loss: 0.0312532 | val_loss: 0.0312485 | Time: 1049.86 ms [2022-04-11 14:22:05 main:574] : INFO : Epoch 1849 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1054.77 ms [2022-04-11 14:22:06 main:574] : INFO : Epoch 1850 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 1049.32 ms [2022-04-11 14:22:07 main:574] : INFO : Epoch 1851 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 1054.57 ms [2022-04-11 14:22:08 main:574] : INFO : Epoch 1852 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1049.82 ms [2022-04-11 14:22:09 main:574] : INFO : Epoch 1853 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1052.24 ms [2022-04-11 14:22:10 main:574] : INFO : Epoch 1854 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1050.05 ms [2022-04-11 14:22:11 main:574] : INFO : Epoch 1855 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1053.78 ms [2022-04-11 14:22:13 main:574] : INFO : Epoch 1856 | loss: 0.0312479 | val_loss: 0.0312501 | Time: 1049.35 ms [2022-04-11 14:22:14 main:574] : INFO : Epoch 1857 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1055.11 ms [2022-04-11 14:22:15 main:574] : INFO : Epoch 1858 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1051.78 ms [2022-04-11 14:22:16 main:574] : INFO : Epoch 1859 | loss: 0.031248 | val_loss: 0.0312468 | Time: 1055.31 ms [2022-04-11 14:22:17 main:574] : INFO : Epoch 1860 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 1049.86 ms [2022-04-11 14:22:18 main:574] : INFO : Epoch 1861 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1054.55 ms [2022-04-11 14:22:19 main:574] : INFO : Epoch 1862 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1052.09 ms [2022-04-11 14:22:21 main:574] : INFO : Epoch 1863 | loss: 0.0312492 | val_loss: 0.0312471 | Time: 1056.54 ms [2022-04-11 14:22:22 main:574] : INFO : Epoch 1864 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1050.14 ms [2022-04-11 14:22:23 main:574] : INFO : Epoch 1865 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 1053.42 ms [2022-04-11 14:22:24 main:574] : INFO : Epoch 1866 | loss: 0.0312486 | val_loss: 0.0312471 | Time: 1052 ms [2022-04-11 14:22:25 main:574] : INFO : Epoch 1867 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1054.89 ms [2022-04-11 14:22:26 main:574] : INFO : Epoch 1868 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 1050.5 ms [2022-04-11 14:22:27 main:574] : INFO : Epoch 1869 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1053.73 ms [2022-04-11 14:22:28 main:574] : INFO : Epoch 1870 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 1049.62 ms [2022-04-11 14:22:30 main:574] : INFO : Epoch 1871 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 1055.37 ms [2022-04-11 14:22:31 main:574] : INFO : Epoch 1872 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 1051.24 ms [2022-04-11 14:22:32 main:574] : INFO : Epoch 1873 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1052.03 ms [2022-04-11 14:22:33 main:574] : INFO : Epoch 1874 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1049.48 ms [2022-04-11 14:22:34 main:574] : INFO : Epoch 1875 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1052.11 ms [2022-04-11 14:22:35 main:574] : INFO : Epoch 1876 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1051.7 ms [2022-04-11 14:22:36 main:574] : INFO : Epoch 1877 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 1054.56 ms [2022-04-11 14:22:38 main:574] : INFO : Epoch 1878 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1050.79 ms [2022-04-11 14:22:39 main:574] : INFO : Epoch 1879 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1055.33 ms [2022-04-11 14:22:40 main:574] : INFO : Epoch 1880 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1049.06 ms [2022-04-11 14:22:41 main:574] : INFO : Epoch 1881 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 1052.19 ms [2022-04-11 14:22:42 main:574] : INFO : Epoch 1882 | loss: 0.03125 | val_loss: 0.0312476 | Time: 1050.97 ms [2022-04-11 14:22:43 main:574] : INFO : Epoch 1883 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 1056.36 ms [2022-04-11 14:22:44 main:574] : INFO : Epoch 1884 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1051.43 ms [2022-04-11 14:22:45 main:574] : INFO : Epoch 1885 | loss: 0.0312483 | val_loss: 0.031247 | Time: 1052.06 ms [2022-04-11 14:22:47 main:574] : INFO : Epoch 1886 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1048.12 ms [2022-04-11 14:22:48 main:574] : INFO : Epoch 1887 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1049.14 ms [2022-04-11 14:22:49 main:574] : INFO : Epoch 1888 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1054.98 ms [2022-04-11 14:22:50 main:574] : INFO : Epoch 1889 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 1052.05 ms [2022-04-11 14:22:51 main:574] : INFO : Epoch 1890 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1050.44 ms [2022-04-11 14:22:52 main:574] : INFO : Epoch 1891 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 1048.75 ms [2022-04-11 14:22:53 main:574] : INFO : Epoch 1892 | loss: 0.031248 | val_loss: 0.031248 | Time: 1055.63 ms [2022-04-11 14:22:55 main:574] : INFO : Epoch 1893 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1048.07 ms [2022-04-11 14:22:56 main:574] : INFO : Epoch 1894 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1051.44 ms [2022-04-11 14:22:57 main:574] : INFO : Epoch 1895 | loss: 0.0312486 | val_loss: 0.0312471 | Time: 1054.35 ms [2022-04-11 14:22:58 main:574] : INFO : Epoch 1896 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1048.32 ms [2022-04-11 14:22:59 main:574] : INFO : Epoch 1897 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1053.78 ms [2022-04-11 14:23:00 main:574] : INFO : Epoch 1898 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1048.39 ms [2022-04-11 14:23:01 main:574] : INFO : Epoch 1899 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 1054.51 ms [2022-04-11 14:23:02 main:574] : INFO : Epoch 1900 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1050.82 ms [2022-04-11 14:23:04 main:574] : INFO : Epoch 1901 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1052.32 ms [2022-04-11 14:23:05 main:574] : INFO : Epoch 1902 | loss: 0.031248 | val_loss: 0.031247 | Time: 1050.46 ms [2022-04-11 14:23:06 main:574] : INFO : Epoch 1903 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1052.45 ms [2022-04-11 14:23:07 main:574] : INFO : Epoch 1904 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1048.63 ms [2022-04-11 14:23:08 main:574] : INFO : Epoch 1905 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 1055.31 ms [2022-04-11 14:23:09 main:574] : INFO : Epoch 1906 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 1051.76 ms [2022-04-11 14:23:10 main:574] : INFO : Epoch 1907 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 1055.23 ms [2022-04-11 14:23:11 main:574] : INFO : Epoch 1908 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1049.32 ms [2022-04-11 14:23:13 main:574] : INFO : Epoch 1909 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 1052.54 ms [2022-04-11 14:23:14 main:574] : INFO : Epoch 1910 | loss: 0.0312489 | val_loss: 0.0312471 | Time: 1048.23 ms [2022-04-11 14:23:15 main:574] : INFO : Epoch 1911 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1050.64 ms [2022-04-11 14:23:16 main:574] : INFO : Epoch 1912 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 1047.04 ms [2022-04-11 14:23:17 main:574] : INFO : Epoch 1913 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1050.99 ms [2022-04-11 14:23:18 main:574] : INFO : Epoch 1914 | loss: 0.031248 | val_loss: 0.0312468 | Time: 1051.09 ms [2022-04-11 14:23:19 main:574] : INFO : Epoch 1915 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 1055.51 ms [2022-04-11 14:23:20 main:574] : INFO : Epoch 1916 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1049.12 ms [2022-04-11 14:23:22 main:574] : INFO : Epoch 1917 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1052.98 ms [2022-04-11 14:23:23 main:574] : INFO : Epoch 1918 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1045.12 ms [2022-04-11 14:23:24 main:574] : INFO : Epoch 1919 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1056.37 ms [2022-04-11 14:23:25 main:574] : INFO : Epoch 1920 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1051.32 ms [2022-04-11 14:23:26 main:574] : INFO : Epoch 1921 | loss: 0.0312496 | val_loss: 0.0312482 | Time: 1052.87 ms [2022-04-11 14:23:27 main:574] : INFO : Epoch 1922 | loss: 0.0312487 | val_loss: 0.0312472 | Time: 1050.89 ms [2022-04-11 14:23:28 main:574] : INFO : Epoch 1923 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1054.14 ms [2022-04-11 14:23:30 main:574] : INFO : Epoch 1924 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 1053.79 ms [2022-04-11 14:23:31 main:574] : INFO : Epoch 1925 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1053.08 ms [2022-04-11 14:23:32 main:574] : INFO : Epoch 1926 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1050.34 ms [2022-04-11 14:23:33 main:574] : INFO : Epoch 1927 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 1054.6 ms [2022-04-11 14:23:34 main:574] : INFO : Epoch 1928 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 1051.54 ms [2022-04-11 14:23:35 main:574] : INFO : Epoch 1929 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1052.53 ms [2022-04-11 14:23:36 main:574] : INFO : Epoch 1930 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1051.45 ms [2022-04-11 14:23:37 main:574] : INFO : Epoch 1931 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 1057.19 ms [2022-04-11 14:23:39 main:574] : INFO : Epoch 1932 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1050.92 ms [2022-04-11 14:23:40 main:574] : INFO : Epoch 1933 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1051.43 ms [2022-04-11 14:23:41 main:574] : INFO : Epoch 1934 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1049.08 ms [2022-04-11 14:23:42 main:574] : INFO : Epoch 1935 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1056.89 ms [2022-04-11 14:23:43 main:574] : INFO : Epoch 1936 | loss: 0.031249 | val_loss: 0.0312471 | Time: 1047.2 ms [2022-04-11 14:23:44 main:574] : INFO : Epoch 1937 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 1054.62 ms [2022-04-11 14:23:45 main:574] : INFO : Epoch 1938 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1049.13 ms [2022-04-11 14:23:46 main:574] : INFO : Epoch 1939 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1054.93 ms [2022-04-11 14:23:48 main:574] : INFO : Epoch 1940 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1051.51 ms [2022-04-11 14:23:49 main:574] : INFO : Epoch 1941 | loss: 0.0312518 | val_loss: 0.031253 | Time: 1051.91 ms [2022-04-11 14:23:50 main:574] : INFO : Epoch 1942 | loss: 0.031257 | val_loss: 0.0313137 | Time: 1050.27 ms [2022-04-11 14:23:51 main:574] : INFO : Epoch 1943 | loss: 0.032223 | val_loss: 0.0320887 | Time: 1054.04 ms [2022-04-11 14:23:52 main:574] : INFO : Epoch 1944 | loss: 0.0318241 | val_loss: 0.0314134 | Time: 1051.87 ms [2022-04-11 14:23:53 main:574] : INFO : Epoch 1945 | loss: 0.0313253 | val_loss: 0.0312765 | Time: 1052.49 ms [2022-04-11 14:23:54 main:574] : INFO : Epoch 1946 | loss: 0.0312621 | val_loss: 0.031257 | Time: 1049.4 ms [2022-04-11 14:23:56 main:574] : INFO : Epoch 1947 | loss: 0.0312522 | val_loss: 0.0312497 | Time: 1057.32 ms [2022-04-11 14:23:57 main:574] : INFO : Epoch 1948 | loss: 0.0312494 | val_loss: 0.0312477 | Time: 1055.15 ms [2022-04-11 14:23:58 main:574] : INFO : Epoch 1949 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1053.8 ms [2022-04-11 14:23:59 main:574] : INFO : Epoch 1950 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 1047.21 ms [2022-04-11 14:24:00 main:574] : INFO : Epoch 1951 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1055.88 ms [2022-04-11 14:24:01 main:574] : INFO : Epoch 1952 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 1051.46 ms [2022-04-11 14:24:02 main:574] : INFO : Epoch 1953 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1054.01 ms [2022-04-11 14:24:03 main:574] : INFO : Epoch 1954 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1055.26 ms [2022-04-11 14:24:05 main:574] : INFO : Epoch 1955 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 1052.02 ms [2022-04-11 14:24:06 main:574] : INFO : Epoch 1956 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1052.3 ms [2022-04-11 14:24:07 main:574] : INFO : Epoch 1957 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1046.61 ms [2022-04-11 14:24:08 main:574] : INFO : Epoch 1958 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1052.76 ms [2022-04-11 14:24:09 main:574] : INFO : Epoch 1959 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1049.11 ms [2022-04-11 14:24:10 main:574] : INFO : Epoch 1960 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1051.64 ms [2022-04-11 14:24:11 main:574] : INFO : Epoch 1961 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1051.62 ms [2022-04-11 14:24:13 main:574] : INFO : Epoch 1962 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1054.48 ms [2022-04-11 14:24:14 main:574] : INFO : Epoch 1963 | loss: 0.031249 | val_loss: 0.0312474 | Time: 1052.04 ms [2022-04-11 14:24:15 main:574] : INFO : Epoch 1964 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1050.96 ms [2022-04-11 14:24:16 main:574] : INFO : Epoch 1965 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1051.14 ms [2022-04-11 14:24:17 main:574] : INFO : Epoch 1966 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1052.89 ms [2022-04-11 14:24:18 main:574] : INFO : Epoch 1967 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1054.53 ms [2022-04-11 14:24:19 main:574] : INFO : Epoch 1968 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1048.71 ms [2022-04-11 14:24:20 main:574] : INFO : Epoch 1969 | loss: 0.0312491 | val_loss: 0.0312475 | Time: 1054.86 ms [2022-04-11 14:24:22 main:574] : INFO : Epoch 1970 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1052.95 ms [2022-04-11 14:24:23 main:574] : INFO : Epoch 1971 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 1053.44 ms [2022-04-11 14:24:24 main:574] : INFO : Epoch 1972 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1049.62 ms [2022-04-11 14:24:25 main:574] : INFO : Epoch 1973 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1055.59 ms [2022-04-11 14:24:26 main:574] : INFO : Epoch 1974 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1050.68 ms [2022-04-11 14:24:27 main:574] : INFO : Epoch 1975 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1052.77 ms [2022-04-11 14:24:28 main:574] : INFO : Epoch 1976 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1051.1 ms [2022-04-11 14:24:30 main:574] : INFO : Epoch 1977 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1057.25 ms [2022-04-11 14:24:31 main:574] : INFO : Epoch 1978 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1051.25 ms [2022-04-11 14:24:32 main:574] : INFO : Epoch 1979 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1055.3 ms [2022-04-11 14:24:33 main:574] : INFO : Epoch 1980 | loss: 0.031248 | val_loss: 0.0312483 | Time: 1050.72 ms [2022-04-11 14:24:34 main:574] : INFO : Epoch 1981 | loss: 0.031248 | val_loss: 0.0312478 | Time: 1043.92 ms [2022-04-11 14:24:35 main:574] : INFO : Epoch 1982 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1054.07 ms [2022-04-11 14:24:36 main:574] : INFO : Epoch 1983 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1048.37 ms [2022-04-11 14:24:37 main:574] : INFO : Epoch 1984 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 1055.5 ms [2022-04-11 14:24:39 main:574] : INFO : Epoch 1985 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 1051.87 ms [2022-04-11 14:24:40 main:574] : INFO : Epoch 1986 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1054.78 ms [2022-04-11 14:24:41 main:574] : INFO : Epoch 1987 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1047.64 ms [2022-04-11 14:24:42 main:574] : INFO : Epoch 1988 | loss: 0.0312481 | val_loss: 0.031247 | Time: 1055.69 ms [2022-04-11 14:24:43 main:574] : INFO : Epoch 1989 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 1050.42 ms [2022-04-11 14:24:44 main:574] : INFO : Epoch 1990 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 1054.84 ms [2022-04-11 14:24:45 main:574] : INFO : Epoch 1991 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 1047.57 ms [2022-04-11 14:24:46 main:574] : INFO : Epoch 1992 | loss: 0.0312488 | val_loss: 0.03125 | Time: 1056.23 ms [2022-04-11 14:24:48 main:574] : INFO : Epoch 1993 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1053.18 ms [2022-04-11 14:24:49 main:574] : INFO : Epoch 1994 | loss: 0.0312492 | val_loss: 0.0312474 | Time: 1054.59 ms [2022-04-11 14:24:50 main:574] : INFO : Epoch 1995 | loss: 0.0312484 | val_loss: 0.031247 | Time: 1050.75 ms [2022-04-11 14:24:51 main:574] : INFO : Epoch 1996 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1053.02 ms [2022-04-11 14:24:52 main:574] : INFO : Epoch 1997 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1051.06 ms [2022-04-11 14:24:53 main:574] : INFO : Epoch 1998 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 1052.27 ms [2022-04-11 14:24:54 main:574] : INFO : Epoch 1999 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1046.99 ms [2022-04-11 14:24:55 main:574] : INFO : Epoch 2000 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 1055.38 ms [2022-04-11 14:24:57 main:574] : INFO : Epoch 2001 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 1049.72 ms [2022-04-11 14:24:58 main:574] : INFO : Epoch 2002 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1054 ms [2022-04-11 14:24:59 main:574] : INFO : Epoch 2003 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1047.88 ms [2022-04-11 14:25:00 main:574] : INFO : Epoch 2004 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 1056.03 ms [2022-04-11 14:25:01 main:574] : INFO : Epoch 2005 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1043.95 ms [2022-04-11 14:25:02 main:574] : INFO : Epoch 2006 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1050.88 ms [2022-04-11 14:25:03 main:574] : INFO : Epoch 2007 | loss: 0.031248 | val_loss: 0.0312478 | Time: 1050.05 ms [2022-04-11 14:25:05 main:574] : INFO : Epoch 2008 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1053.32 ms [2022-04-11 14:25:06 main:574] : INFO : Epoch 2009 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 1052.44 ms [2022-04-11 14:25:07 main:574] : INFO : Epoch 2010 | loss: 0.031249 | val_loss: 0.0312473 | Time: 1053.36 ms [2022-04-11 14:25:08 main:574] : INFO : Epoch 2011 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 1050.42 ms [2022-04-11 14:25:09 main:574] : INFO : Epoch 2012 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 1056.02 ms [2022-04-11 14:25:10 main:574] : INFO : Epoch 2013 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 1050.83 ms [2022-04-11 14:25:11 main:574] : INFO : Epoch 2014 | loss: 0.0312498 | val_loss: 0.0312473 | Time: 1054.05 ms [2022-04-11 14:25:12 main:574] : INFO : Epoch 2015 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1049.1 ms [2022-04-11 14:25:14 main:574] : INFO : Epoch 2016 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 1055.03 ms [2022-04-11 14:25:15 main:574] : INFO : Epoch 2017 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 1048.05 ms [2022-04-11 14:25:16 main:574] : INFO : Epoch 2018 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1053.38 ms [2022-04-11 14:25:17 main:574] : INFO : Epoch 2019 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 1043.83 ms [2022-04-11 14:25:18 main:574] : INFO : Epoch 2020 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 1051.16 ms [2022-04-11 14:25:19 main:574] : INFO : Epoch 2021 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 1053.85 ms [2022-04-11 14:25:20 main:574] : INFO : Epoch 2022 | loss: 0.0312486 | val_loss: 0.031247 | Time: 1049.46 ms [2022-04-11 14:25:21 main:574] : INFO : Epoch 2023 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1052.22 ms [2022-04-11 14:25:23 main:574] : INFO : Epoch 2024 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1050.84 ms [2022-04-11 14:25:24 main:574] : INFO : Epoch 2025 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1054.09 ms [2022-04-11 14:25:25 main:574] : INFO : Epoch 2026 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1049.75 ms [2022-04-11 14:25:26 main:574] : INFO : Epoch 2027 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1055.31 ms [2022-04-11 14:25:27 main:574] : INFO : Epoch 2028 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1050.22 ms [2022-04-11 14:25:28 main:574] : INFO : Epoch 2029 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 1053.44 ms [2022-04-11 14:25:29 main:574] : INFO : Epoch 2030 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 1046.11 ms [2022-04-11 14:25:30 main:574] : INFO : Epoch 2031 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1054.76 ms [2022-04-11 14:25:31 main:574] : INFO : Epoch 2032 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 1049.49 ms [2022-04-11 14:25:33 main:574] : INFO : Epoch 2033 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 1052.45 ms [2022-04-11 14:25:34 main:574] : INFO : Epoch 2034 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 1049.89 ms [2022-04-11 14:25:35 main:574] : INFO : Epoch 2035 | loss: 0.0312487 | val_loss: 0.0312473 | Time: 1047.39 ms [2022-04-11 14:25:36 main:574] : INFO : Epoch 2036 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 1053.26 ms [2022-04-11 14:25:37 main:574] : INFO : Epoch 2037 | loss: 0.0312482 | val_loss: 0.031247 | Time: 1053.97 ms [2022-04-11 14:25:38 main:574] : INFO : Epoch 2038 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1048.61 ms [2022-04-11 14:25:39 main:574] : INFO : Epoch 2039 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1051.36 ms [2022-04-11 14:25:41 main:574] : INFO : Epoch 2040 | loss: 0.0312485 | val_loss: 0.031247 | Time: 1056.29 ms [2022-04-11 14:25:42 main:574] : INFO : Epoch 2041 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 1048.66 ms [2022-04-11 14:25:43 main:574] : INFO : Epoch 2042 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1054.29 ms [2022-04-11 14:25:44 main:574] : INFO : Epoch 2043 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 1052.67 ms [2022-04-11 14:25:45 main:574] : INFO : Epoch 2044 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1054.14 ms [2022-04-11 14:25:46 main:574] : INFO : Epoch 2045 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1045.59 ms [2022-04-11 14:25:47 main:574] : INFO : Epoch 2046 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 1057.08 ms [2022-04-11 14:25:48 main:574] : INFO : Epoch 2047 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1047.84 ms [2022-04-11 14:25:50 main:574] : INFO : Epoch 2048 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1049.22 ms [2022-04-11 14:25:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312474 [2022-04-11 14:25:50 main:603] : INFO : Saving end state to config to file [2022-04-11 14:25:50 main:608] : INFO : Success, exiting.. 14:25:50 (14304): 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)