Task 9437574
| Name | ParityModified-1636228993-17696-2-0_2 |
| Workunit | 6540601 |
| Created | 4 Dec 2021, 23:13:34 UTC |
| Sent | 5 Dec 2021, 1:23:41 UTC |
| Report deadline | 13 Dec 2021, 1:23:41 UTC |
| Received | 5 Dec 2021, 20:31:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16261 |
| Run time | 2 hours 59 min 59 sec |
| CPU time | 2 hours 57 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,379.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0312476 | val_loss: 0.0312515 | Time: 5568.72 ms [2021-12-05 11:44:36 main:574] : INFO : Epoch 1543 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 5556.27 ms [2021-12-05 11:44:41 main:574] : INFO : Epoch 1544 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 5546.55 ms [2021-12-05 11:44:47 main:574] : INFO : Epoch 1545 | loss: 0.031247 | val_loss: 0.0312491 | Time: 5455.29 ms [2021-12-05 11:44:52 main:574] : INFO : Epoch 1546 | loss: 0.0312477 | val_loss: 0.0312493 | Time: 5483.88 ms [2021-12-05 11:44:58 main:574] : INFO : Epoch 1547 | loss: 0.0312474 | val_loss: 0.0312497 | Time: 5555.42 ms [2021-12-05 11:45:03 main:574] : INFO : Epoch 1548 | loss: 0.0312478 | val_loss: 0.031251 | Time: 5530.59 ms [2021-12-05 11:45:09 main:574] : INFO : Epoch 1549 | loss: 0.0312478 | val_loss: 0.0312494 | Time: 5485.85 ms [2021-12-05 11:45:14 main:574] : INFO : Epoch 1550 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 5535.8 ms [2021-12-05 11:45:20 main:574] : INFO : Epoch 1551 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 5524.18 ms [2021-12-05 11:45:26 main:574] : INFO : Epoch 1552 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 5554.4 ms [2021-12-05 11:45:31 main:574] : INFO : Epoch 1553 | loss: 0.0312467 | val_loss: 0.0312495 | Time: 5549.02 ms [2021-12-05 11:45:37 main:574] : INFO : Epoch 1554 | loss: 0.0312465 | val_loss: 0.03125 | Time: 5581 ms [2021-12-05 11:45:42 main:574] : INFO : Epoch 1555 | loss: 0.0312475 | val_loss: 0.0312496 | Time: 5560.36 ms [2021-12-05 11:45:48 main:574] : INFO : Epoch 1556 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 5567.92 ms [2021-12-05 11:45:53 main:574] : INFO : Epoch 1557 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 5578.36 ms [2021-12-05 11:45:59 main:574] : INFO : Epoch 1558 | loss: 0.0312468 | val_loss: 0.0312486 | Time: 5530.86 ms [2021-12-05 11:46:05 main:574] : INFO : Epoch 1559 | loss: 0.0312469 | val_loss: 0.0312496 | Time: 5539.62 ms [2021-12-05 11:46:10 main:574] : INFO : Epoch 1560 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 5552.15 ms [2021-12-05 11:46:16 main:574] : INFO : Epoch 1561 | loss: 0.0312463 | val_loss: 0.0312501 | Time: 5486.38 ms [2021-12-05 11:46:21 main:574] : INFO : Epoch 1562 | loss: 0.0312475 | val_loss: 0.0312534 | Time: 5540.58 ms [2021-12-05 11:46:27 main:574] : INFO : Epoch 1563 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 5495.16 ms [2021-12-05 11:46:32 main:574] : INFO : Epoch 1564 | loss: 0.0312468 | val_loss: 0.0312486 | Time: 5570.05 ms [2021-12-05 11:46:38 main:574] : INFO : Epoch 1565 | loss: 0.0312464 | val_loss: 0.0312498 | Time: 5550.84 ms [2021-12-05 11:46:43 main:574] : INFO : Epoch 1566 | loss: 0.0312469 | val_loss: 0.0312487 | Time: 5561.82 ms [2021-12-05 11:46:49 main:574] : INFO : Epoch 1567 | loss: 0.0312466 | val_loss: 0.0312482 | Time: 5553.39 ms [2021-12-05 11:46:55 main:574] : INFO : Epoch 1568 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 5531.64 ms [2021-12-05 11:47:00 main:574] : INFO : Epoch 1569 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 5564.85 ms [2021-12-05 11:47:06 main:574] : INFO : Epoch 1570 | loss: 0.0312466 | val_loss: 0.0312496 | Time: 5505.46 ms [2021-12-05 11:47:11 main:574] : INFO : Epoch 1571 | loss: 0.0312465 | val_loss: 0.0312484 | Time: 5600.49 ms [2021-12-05 11:47:17 main:574] : INFO : Epoch 1572 | loss: 0.0312467 | val_loss: 0.0312493 | Time: 5484.09 ms [2021-12-05 11:47:22 main:574] : INFO : Epoch 1573 | loss: 0.0312473 | val_loss: 0.0312507 | Time: 5483.18 ms [2021-12-05 11:47:28 main:574] : INFO : Epoch 1574 | loss: 0.0312468 | val_loss: 0.031249 | Time: 5513.9 ms [2021-12-05 11:47:33 main:574] : INFO : Epoch 1575 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 5534.16 ms [2021-12-05 11:47:39 main:574] : INFO : Epoch 1576 | loss: 0.0312468 | val_loss: 0.0312498 | Time: 5529.81 ms [2021-12-05 11:47:44 main:574] : INFO : Epoch 1577 | loss: 0.0312469 | val_loss: 0.0312487 | Time: 5526.07 ms [2021-12-05 11:47:50 main:574] : INFO : Epoch 1578 | loss: 0.031247 | val_loss: 0.0312497 | Time: 5551.35 ms [2021-12-05 11:47:55 main:574] : INFO : Epoch 1579 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 5525.28 ms [2021-12-05 11:48:01 main:574] : INFO : Epoch 1580 | loss: 0.0312466 | val_loss: 0.0312508 | Time: 5459.98 ms [2021-12-05 11:48:06 main:574] : INFO : Epoch 1581 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 5510.07 ms [2021-12-05 11:48:12 main:574] : INFO : Epoch 1582 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 5527.62 ms [2021-12-05 11:48:18 main:574] : INFO : Epoch 1583 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 5534.59 ms [2021-12-05 11:48:23 main:574] : INFO : Epoch 1584 | loss: 0.0312468 | val_loss: 0.0312501 | Time: 5532.73 ms [2021-12-05 11:48:29 main:574] : INFO : Epoch 1585 | loss: 0.0312464 | val_loss: 0.0312492 | Time: 5560.89 ms [2021-12-05 11:48:34 main:574] : INFO : Epoch 1586 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 5525.37 ms [2021-12-05 11:48:40 main:574] : INFO : Epoch 1587 | loss: 0.0312471 | val_loss: 0.0312488 | Time: 5541.59 ms [2021-12-05 11:48:45 main:574] : INFO : Epoch 1588 | loss: 0.0312468 | val_loss: 0.0312483 | Time: 5580.25 ms [2021-12-05 11:48:51 main:574] : INFO : Epoch 1589 | loss: 0.0312464 | val_loss: 0.0312487 | Time: 5579.01 ms [2021-12-05 11:48:56 main:574] : INFO : Epoch 1590 | loss: 0.0312464 | val_loss: 0.0312497 | Time: 5521.22 ms [2021-12-05 11:49:02 main:574] : INFO : Epoch 1591 | loss: 0.0312464 | val_loss: 0.0312486 | Time: 5546.56 ms [2021-12-05 11:49:08 main:574] : INFO : Epoch 1592 | loss: 0.0312463 | val_loss: 0.0312491 | Time: 5539.05 ms [2021-12-05 11:49:13 main:574] : INFO : Epoch 1593 | loss: 0.0312471 | val_loss: 0.0312501 | Time: 5485.53 ms [2021-12-05 11:49:19 main:574] : INFO : Epoch 1594 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 5554.36 ms [2021-12-05 11:49:24 main:574] : INFO : Epoch 1595 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 5561.78 ms [2021-12-05 11:49:30 main:574] : INFO : Epoch 1596 | loss: 0.0312467 | val_loss: 0.0312484 | Time: 5530.7 ms [2021-12-05 11:49:35 main:574] : INFO : Epoch 1597 | loss: 0.031247 | val_loss: 0.031251 | Time: 5566.33 ms [2021-12-05 11:49:41 main:574] : INFO : Epoch 1598 | loss: 0.0312467 | val_loss: 0.0312494 | Time: 5540.71 ms [2021-12-05 11:49:46 main:574] : INFO : Epoch 1599 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 5514.8 ms [2021-12-05 11:49:52 main:574] : INFO : Epoch 1600 | loss: 0.0312474 | val_loss: 0.0312487 | Time: 5571.77 ms [2021-12-05 11:49:58 main:574] : INFO : Epoch 1601 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 5572.24 ms [2021-12-05 11:50:03 main:574] : INFO : Epoch 1602 | loss: 0.0312468 | val_loss: 0.0312483 | Time: 5595.87 ms [2021-12-05 11:50:09 main:574] : INFO : Epoch 1603 | loss: 0.0312469 | val_loss: 0.0312482 | Time: 5529.64 ms [2021-12-05 11:50:14 main:574] : INFO : Epoch 1604 | loss: 0.031247 | val_loss: 0.0312486 | Time: 5558.5 ms [2021-12-05 11:50:20 main:574] : INFO : Epoch 1605 | loss: 0.0312463 | val_loss: 0.0312491 | Time: 5578.54 ms [2021-12-05 11:50:26 main:574] : INFO : Epoch 1606 | loss: 0.0312466 | val_loss: 0.031251 | Time: 5575.41 ms [2021-12-05 11:50:31 main:574] : INFO : Epoch 1607 | loss: 0.0312473 | val_loss: 0.0312514 | Time: 5510.5 ms [2021-12-05 11:50:37 main:574] : INFO : Epoch 1608 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 5542.79 ms [2021-12-05 11:50:42 main:574] : INFO : Epoch 1609 | loss: 0.0312464 | val_loss: 0.0312494 | Time: 5542.41 ms [2021-12-05 11:50:48 main:574] : INFO : Epoch 1610 | loss: 0.031247 | val_loss: 0.0312491 | Time: 5556.76 ms [2021-12-05 11:50:53 main:574] : INFO : Epoch 1611 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 5520.81 ms [2021-12-05 11:50:59 main:574] : INFO : Epoch 1612 | loss: 0.0312465 | val_loss: 0.0312493 | Time: 5559.73 ms [2021-12-05 11:51:04 main:574] : INFO : Epoch 1613 | loss: 0.0312465 | val_loss: 0.0312497 | Time: 5558.13 ms [2021-12-05 11:51:10 main:574] : INFO : Epoch 1614 | loss: 0.0312467 | val_loss: 0.0312496 | Time: 5538.97 ms [2021-12-05 11:51:16 main:574] : INFO : Epoch 1615 | loss: 0.0312474 | val_loss: 0.0312536 | Time: 5532.39 ms [2021-12-05 11:51:21 main:574] : INFO : Epoch 1616 | loss: 0.031249 | val_loss: 0.0312535 | Time: 5517.28 ms [2021-12-05 11:51:27 main:574] : INFO : Epoch 1617 | loss: 0.031248 | val_loss: 0.031252 | Time: 5568.16 ms [2021-12-05 11:51:32 main:574] : INFO : Epoch 1618 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 5561.18 ms [2021-12-05 11:51:38 main:574] : INFO : Epoch 1619 | loss: 0.0312477 | val_loss: 0.0312495 | Time: 5582.76 ms [2021-12-05 11:51:43 main:574] : INFO : Epoch 1620 | loss: 0.0312471 | val_loss: 0.0312514 | Time: 5543.53 ms [2021-12-05 11:51:49 main:574] : INFO : Epoch 1621 | loss: 0.0312466 | val_loss: 0.0312488 | Time: 5518.25 ms [2021-12-05 11:51:54 main:574] : INFO : Epoch 1622 | loss: 0.0312471 | val_loss: 0.0312498 | Time: 5461.77 ms [2021-12-05 11:52:00 main:574] : INFO : Epoch 1623 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 5575.97 ms [2021-12-05 11:52:06 main:574] : INFO : Epoch 1624 | loss: 0.0312467 | val_loss: 0.0312497 | Time: 5553.54 ms [2021-12-05 11:52:11 main:574] : INFO : Epoch 1625 | loss: 0.0312467 | val_loss: 0.0312491 | Time: 5541.69 ms [2021-12-05 11:52:17 main:574] : INFO : Epoch 1626 | loss: 0.0312473 | val_loss: 0.0312496 | Time: 5506.85 ms [2021-12-05 11:52:22 main:574] : INFO : Epoch 1627 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 5516.43 ms [2021-12-05 11:52:28 main:574] : INFO : Epoch 1628 | loss: 0.0312468 | val_loss: 0.0312488 | Time: 5552.75 ms [2021-12-05 11:52:33 main:574] : INFO : Epoch 1629 | loss: 0.0312465 | val_loss: 0.0312492 | Time: 5548.71 ms [2021-12-05 11:52:39 main:574] : INFO : Epoch 1630 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 5550.67 ms [2021-12-05 11:52:44 main:574] : INFO : Epoch 1631 | loss: 0.0312463 | val_loss: 0.0312492 | Time: 5550.5 ms [2021-12-05 11:52:50 main:574] : INFO : Epoch 1632 | loss: 0.0312468 | val_loss: 0.0312503 | Time: 5514.69 ms [2021-12-05 11:52:55 main:574] : INFO : Epoch 1633 | loss: 0.0312473 | val_loss: 0.0312497 | Time: 5542.09 ms [2021-12-05 11:53:01 main:574] : INFO : Epoch 1634 | loss: 0.0312464 | val_loss: 0.0312556 | Time: 5521.18 ms [2021-12-05 11:53:07 main:574] : INFO : Epoch 1635 | loss: 0.0312523 | val_loss: 0.0312823 | Time: 5540.92 ms [2021-12-05 11:53:12 main:574] : INFO : Epoch 1636 | loss: 0.0312579 | val_loss: 0.0312507 | Time: 5532.32 ms [2021-12-05 11:53:18 main:574] : INFO : Epoch 1637 | loss: 0.0312526 | val_loss: 0.0312511 | Time: 5532.82 ms [2021-12-05 11:53:23 main:574] : INFO : Epoch 1638 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 5505.96 ms [2021-12-05 11:53:29 main:574] : INFO : Epoch 1639 | loss: 0.0312471 | val_loss: 0.0312487 | Time: 5514.99 ms [2021-12-05 11:53:34 main:574] : INFO : Epoch 1640 | loss: 0.0312472 | val_loss: 0.031249 | Time: 5540.65 ms [2021-12-05 11:53:40 main:574] : INFO : Epoch 1641 | loss: 0.0312472 | val_loss: 0.0312491 | Time: 5527.52 ms [2021-12-05 11:53:45 main:574] : INFO : Epoch 1642 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 5535.56 ms [2021-12-05 11:53:51 main:574] : INFO : Epoch 1643 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 5560.27 ms [2021-12-05 11:53:56 main:574] : INFO : Epoch 1644 | loss: 0.0312469 | val_loss: 0.0312483 | Time: 5559.34 ms [2021-12-05 11:54:02 main:574] : INFO : Epoch 1645 | loss: 0.0312471 | val_loss: 0.0312492 | Time: 5527.02 ms [2021-12-05 11:54:08 main:574] : INFO : Epoch 1646 | loss: 0.031247 | val_loss: 0.03125 | Time: 5550.35 ms [2021-12-05 11:54:13 main:574] : INFO : Epoch 1647 | loss: 0.0312465 | val_loss: 0.0312492 | Time: 5499.27 ms [2021-12-05 11:54:19 main:574] : INFO : Epoch 1648 | loss: 0.0312469 | val_loss: 0.0312494 | Time: 5541.93 ms [2021-12-05 11:54:24 main:574] : INFO : Epoch 1649 | loss: 0.0312474 | val_loss: 0.0312501 | Time: 5528.08 ms [2021-12-05 11:54:30 main:574] : INFO : Epoch 1650 | loss: 0.0312471 | val_loss: 0.0312491 | Time: 5533.9 ms [2021-12-05 11:54:35 main:574] : INFO : Epoch 1651 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 5513.62 ms [2021-12-05 11:54:41 main:574] : INFO : Epoch 1652 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 5549.21 ms [2021-12-05 11:54:46 main:574] : INFO : Epoch 1653 | loss: 0.0312466 | val_loss: 0.0312492 | Time: 5509.97 ms [2021-12-05 11:54:52 main:574] : INFO : Epoch 1654 | loss: 0.0312463 | val_loss: 0.031249 | Time: 5485.15 ms [2021-12-05 11:54:57 main:574] : INFO : Epoch 1655 | loss: 0.0312462 | val_loss: 0.031249 | Time: 5538.17 ms [2021-12-05 11:55:03 main:574] : INFO : Epoch 1656 | loss: 0.0312462 | val_loss: 0.0312492 | Time: 5562.94 ms [2021-12-05 11:55:08 main:574] : INFO : Epoch 1657 | loss: 0.0312464 | val_loss: 0.0312499 | Time: 5490.84 ms [2021-12-05 11:55:14 main:574] : INFO : Epoch 1658 | loss: 0.0312465 | val_loss: 0.03125 | Time: 5557.5 ms [2021-12-05 11:55:20 main:574] : INFO : Epoch 1659 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 5480.37 ms [2021-12-05 11:55:25 main:574] : INFO : Epoch 1660 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 5493.4 ms [2021-12-05 11:55:31 main:574] : INFO : Epoch 1661 | loss: 0.0312465 | val_loss: 0.0312485 | Time: 5498.84 ms [2021-12-05 11:55:36 main:574] : INFO : Epoch 1662 | loss: 0.0312466 | val_loss: 0.0312502 | Time: 5537.68 ms [2021-12-05 11:55:42 main:574] : INFO : Epoch 1663 | loss: 0.0312471 | val_loss: 0.0312502 | Time: 5520.43 ms [2021-12-05 11:55:47 main:574] : INFO : Epoch 1664 | loss: 0.0312467 | val_loss: 0.0312492 | Time: 5541.5 ms [2021-12-05 11:55:53 main:574] : INFO : Epoch 1665 | loss: 0.0312468 | val_loss: 0.0312508 | Time: 5570.96 ms [2021-12-05 11:55:58 main:574] : INFO : Epoch 1666 | loss: 0.0312471 | val_loss: 0.031248 | Time: 5551.62 ms [2021-12-05 11:56:04 main:574] : INFO : Epoch 1667 | loss: 0.0312466 | val_loss: 0.0312497 | Time: 5578.12 ms [2021-12-05 11:56:10 main:574] : INFO : Epoch 1668 | loss: 0.0312473 | val_loss: 0.0312501 | Time: 5539.89 ms [2021-12-05 11:56:15 main:574] : INFO : Epoch 1669 | loss: 0.031247 | val_loss: 0.0312486 | Time: 5539.84 ms [2021-12-05 11:56:21 main:574] : INFO : Epoch 1670 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 5540.15 ms [2021-12-05 11:56:26 main:574] : INFO : Epoch 1671 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 5539.7 ms [2021-12-05 11:56:32 main:574] : INFO : Epoch 1672 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 5529.14 ms [2021-12-05 11:56:37 main:574] : INFO : Epoch 1673 | loss: 0.0312468 | val_loss: 0.0312508 | Time: 5524.58 ms [2021-12-05 11:56:43 main:574] : INFO : Epoch 1674 | loss: 0.0312478 | val_loss: 0.0312496 | Time: 5549.17 ms [2021-12-05 11:56:48 main:574] : INFO : Epoch 1675 | loss: 0.031247 | val_loss: 0.0312484 | Time: 5554.18 ms [2021-12-05 11:56:54 main:574] : INFO : Epoch 1676 | loss: 0.0312465 | val_loss: 0.0312501 | Time: 5565.68 ms [2021-12-05 11:57:00 main:574] : INFO : Epoch 1677 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 5569.34 ms [2021-12-05 11:57:05 main:574] : INFO : Epoch 1678 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 5533.66 ms [2021-12-05 11:57:11 main:574] : INFO : Epoch 1679 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 5519.58 ms [2021-12-05 11:57:16 main:574] : INFO : Epoch 1680 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 5563.71 ms [2021-12-05 11:57:22 main:574] : INFO : Epoch 1681 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 5545.34 ms [2021-12-05 11:57:27 main:574] : INFO : Epoch 1682 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 5538.7 ms [2021-12-05 11:57:33 main:574] : INFO : Epoch 1683 | loss: 0.0312464 | val_loss: 0.0312499 | Time: 5557.24 ms [2021-12-05 11:57:38 main:574] : INFO : Epoch 1684 | loss: 0.0312466 | val_loss: 0.0312499 | Time: 5530.95 ms [2021-12-05 11:57:44 main:574] : INFO : Epoch 1685 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 5481.84 ms [2021-12-05 11:57:50 main:574] : INFO : Epoch 1686 | loss: 0.0312469 | val_loss: 0.0312489 | Time: 5578.36 ms [2021-12-05 11:57:55 main:574] : INFO : Epoch 1687 | loss: 0.0312471 | val_loss: 0.0312488 | Time: 5530.31 ms [2021-12-05 11:58:01 main:574] : INFO : Epoch 1688 | loss: 0.0312466 | val_loss: 0.031252 | Time: 5560.44 ms [2021-12-05 11:58:06 main:574] : INFO : Epoch 1689 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 5470.17 ms [2021-12-05 11:58:12 main:574] : INFO : Epoch 1690 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 5556.79 ms [2021-12-05 11:58:17 main:574] : INFO : Epoch 1691 | loss: 0.0312466 | val_loss: 0.0312493 | Time: 5508.05 ms [2021-12-05 11:58:23 main:574] : INFO : Epoch 1692 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 5563.88 ms [2021-12-05 11:58:28 main:574] : INFO : Epoch 1693 | loss: 0.0312463 | val_loss: 0.0312497 | Time: 5551.49 ms [2021-12-05 11:58:34 main:574] : INFO : Epoch 1694 | loss: 0.0312471 | val_loss: 0.0312492 | Time: 5535.8 ms [2021-12-05 11:58:39 main:574] : INFO : Epoch 1695 | loss: 0.0312464 | val_loss: 0.031249 | Time: 5493.44 ms [2021-12-05 11:58:45 main:574] : INFO : Epoch 1696 | loss: 0.0312466 | val_loss: 0.0312517 | Time: 5559.42 ms [2021-12-05 11:58:51 main:574] : INFO : Epoch 1697 | loss: 0.0312467 | val_loss: 0.0312497 | Time: 5542.91 ms [2021-12-05 11:58:56 main:574] : INFO : Epoch 1698 | loss: 0.0312462 | val_loss: 0.0312493 | Time: 5536.93 ms [2021-12-05 11:59:02 main:574] : INFO : Epoch 1699 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 5581.84 ms [2021-12-05 11:59:07 main:574] : INFO : Epoch 1700 | loss: 0.031247 | val_loss: 0.0312481 | Time: 5562.75 ms [2021-12-05 11:59:13 main:574] : INFO : Epoch 1701 | loss: 0.0312469 | val_loss: 0.0312515 | Time: 5482.63 ms [2021-12-05 11:59:18 main:574] : INFO : Epoch 1702 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 5529.21 ms [2021-12-05 11:59:24 main:574] : INFO : Epoch 1703 | loss: 0.031247 | val_loss: 0.0312506 | Time: 5559.83 ms [2021-12-05 11:59:29 main:574] : INFO : Epoch 1704 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 5544.25 ms [2021-12-05 11:59:35 main:574] : INFO : Epoch 1705 | loss: 0.0312473 | val_loss: 0.0312499 | Time: 5538.29 ms [2021-12-05 11:59:40 main:574] : INFO : Epoch 1706 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 5477.32 ms [2021-12-05 11:59:46 main:574] : INFO : Epoch 1707 | loss: 0.031247 | val_loss: 0.0312488 | Time: 5495.12 ms [2021-12-05 11:59:52 main:574] : INFO : Epoch 1708 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 5533.25 ms [2021-12-05 11:59:57 main:574] : INFO : Epoch 1709 | loss: 0.031248 | val_loss: 0.0312523 | Time: 5479.85 ms [2021-12-05 12:00:03 main:574] : INFO : Epoch 1710 | loss: 0.0312471 | val_loss: 0.0312486 | Time: 5533.83 ms [2021-12-05 12:00:08 main:574] : INFO : Epoch 1711 | loss: 0.031247 | val_loss: 0.031249 | Time: 5486.59 ms [2021-12-05 12:00:14 main:574] : INFO : Epoch 1712 | loss: 0.0312465 | val_loss: 0.0312503 | Time: 5563.84 ms [2021-12-05 12:00:19 main:574] : INFO : Epoch 1713 | loss: 0.0312467 | val_loss: 0.0312492 | Time: 5555.55 ms [2021-12-05 12:00:25 main:574] : INFO : Epoch 1714 | loss: 0.0312466 | val_loss: 0.0312497 | Time: 5546.54 ms [2021-12-05 12:00:30 main:574] : INFO : Epoch 1715 | loss: 0.0312468 | val_loss: 0.0312483 | Time: 5497.78 ms [2021-12-05 12:00:36 main:574] : INFO : Epoch 1716 | loss: 0.0312463 | val_loss: 0.0312502 | Time: 5542.55 ms [2021-12-05 12:00:41 main:574] : INFO : Epoch 1717 | loss: 0.0312464 | val_loss: 0.0312487 | Time: 5533.42 ms [2021-12-05 12:00:47 main:574] : INFO : Epoch 1718 | loss: 0.0312476 | val_loss: 0.0312505 | Time: 5557.77 ms [2021-12-05 12:00:53 main:574] : INFO : Epoch 1719 | loss: 0.0312468 | val_loss: 0.0312483 | Time: 5538.62 ms [2021-12-05 12:00:58 main:574] : INFO : Epoch 1720 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 5575.52 ms [2021-12-05 12:01:04 main:574] : INFO : Epoch 1721 | loss: 0.0312472 | val_loss: 0.0312501 | Time: 5557.09 ms [2021-12-05 12:01:09 main:574] : INFO : Epoch 1722 | loss: 0.0312472 | val_loss: 0.0312487 | Time: 5529.34 ms [2021-12-05 12:01:15 main:574] : INFO : Epoch 1723 | loss: 0.0312491 | val_loss: 0.0312512 | Time: 5526.38 ms [2021-12-05 12:01:20 main:574] : INFO : Epoch 1724 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 5535.59 ms [2021-12-05 12:01:26 main:574] : INFO : Epoch 1725 | loss: 0.0312465 | val_loss: 0.0312503 | Time: 5474.01 ms [2021-12-05 12:01:31 main:574] : INFO : Epoch 1726 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 5554.52 ms [2021-12-05 12:01:37 main:574] : INFO : Epoch 1727 | loss: 0.0312467 | val_loss: 0.0312512 | Time: 5558.36 ms [2021-12-05 12:01:43 main:574] : INFO : Epoch 1728 | loss: 0.03125 | val_loss: 0.0312499 | Time: 5563.6 ms [2021-12-05 12:01:48 main:574] : INFO : Epoch 1729 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 5511.12 ms [2021-12-05 12:01:54 main:574] : INFO : Epoch 1730 | loss: 0.031247 | val_loss: 0.0312509 | Time: 5520.98 ms [2021-12-05 12:01:59 main:574] : INFO : Epoch 1731 | loss: 0.0312467 | val_loss: 0.031249 | Time: 5574.71 ms [2021-12-05 12:02:05 main:574] : INFO : Epoch 1732 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 5561.67 ms [2021-12-05 12:02:10 main:574] : INFO : Epoch 1733 | loss: 0.031247 | val_loss: 0.0312496 | Time: 5523.93 ms [2021-12-05 12:02:16 main:574] : INFO : Epoch 1734 | loss: 0.0312462 | val_loss: 0.0312512 | Time: 5473.63 ms [2021-12-05 12:02:21 main:574] : INFO : Epoch 1735 | loss: 0.0312476 | val_loss: 0.0312508 | Time: 5541.88 ms [2021-12-05 12:02:27 main:574] : INFO : Epoch 1736 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 5521.6 ms [2021-12-05 12:02:32 main:574] : INFO : Epoch 1737 | loss: 0.0312466 | val_loss: 0.0312506 | Time: 5502.58 ms [2021-12-05 12:02:38 main:574] : INFO : Epoch 1738 | loss: 0.0312467 | val_loss: 0.0312493 | Time: 5541.95 ms [2021-12-05 12:02:44 main:574] : INFO : Epoch 1739 | loss: 0.0312474 | val_loss: 0.0312506 | Time: 5534.01 ms [2021-12-05 12:02:49 main:574] : INFO : Epoch 1740 | loss: 0.0312467 | val_loss: 0.0312491 | Time: 5499.5 ms [2021-12-05 12:02:55 main:574] : INFO : Epoch 1741 | loss: 0.0312465 | val_loss: 0.0312486 | Time: 5634.23 ms [2021-12-05 12:03:00 main:574] : INFO : Epoch 1742 | loss: 0.0312468 | val_loss: 0.0312499 | Time: 5528.88 ms [2021-12-05 12:03:06 main:574] : INFO : Epoch 1743 | loss: 0.0312467 | val_loss: 0.0312485 | Time: 5555.26 ms [2021-12-05 12:03:11 main:574] : INFO : Epoch 1744 | loss: 0.0312464 | val_loss: 0.031249 | Time: 5565.41 ms [2021-12-05 12:03:17 main:574] : INFO : Epoch 1745 | loss: 0.0312468 | val_loss: 0.0312486 | Time: 5532.05 ms [2021-12-05 12:03:22 main:574] : INFO : Epoch 1746 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 5549.15 ms [2021-12-05 12:03:28 main:574] : INFO : Epoch 1747 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 5563.66 ms [2021-12-05 12:03:34 main:574] : INFO : Epoch 1748 | loss: 0.0312472 | val_loss: 0.031251 | Time: 5552.02 ms [2021-12-05 12:03:39 main:574] : INFO : Epoch 1749 | loss: 0.0312476 | val_loss: 0.0312494 | Time: 5527.71 ms [2021-12-05 12:03:45 main:574] : INFO : Epoch 1750 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 5543.15 ms [2021-12-05 12:03:50 main:574] : INFO : Epoch 1751 | loss: 0.0312464 | val_loss: 0.0312499 | Time: 5553.46 ms [2021-12-05 12:03:56 main:574] : INFO : Epoch 1752 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 5523.58 ms [2021-12-05 12:04:01 main:574] : INFO : Epoch 1753 | loss: 0.0312488 | val_loss: 0.031251 | Time: 5549.93 ms [2021-12-05 12:04:07 main:574] : INFO : Epoch 1754 | loss: 0.0312478 | val_loss: 0.0312511 | Time: 5532.05 ms [2021-12-05 12:04:12 main:574] : INFO : Epoch 1755 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 5494.54 ms [2021-12-05 12:04:18 main:574] : INFO : Epoch 1756 | loss: 0.0312465 | val_loss: 0.0312501 | Time: 5510.66 ms [2021-12-05 12:04:23 main:574] : INFO : Epoch 1757 | loss: 0.031248 | val_loss: 0.0312489 | Time: 5521.85 ms [2021-12-05 12:04:29 main:574] : INFO : Epoch 1758 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 5535.9 ms [2021-12-05 12:04:35 main:574] : INFO : Epoch 1759 | loss: 0.0312464 | val_loss: 0.0312485 | Time: 5542.18 ms [2021-12-05 12:04:40 main:574] : INFO : Epoch 1760 | loss: 0.0312465 | val_loss: 0.0312497 | Time: 5499.63 ms [2021-12-05 12:04:46 main:574] : INFO : Epoch 1761 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 5546.5 ms [2021-12-05 12:04:51 main:574] : INFO : Epoch 1762 | loss: 0.0312464 | val_loss: 0.0312487 | Time: 5529.25 ms [2021-12-05 12:04:57 main:574] : INFO : Epoch 1763 | loss: 0.0312466 | val_loss: 0.0312506 | Time: 5522.56 ms [2021-12-05 12:05:02 main:574] : INFO : Epoch 1764 | loss: 0.031247 | val_loss: 0.0312489 | Time: 5511.02 ms [2021-12-05 12:05:08 main:574] : INFO : Epoch 1765 | loss: 0.031247 | val_loss: 0.0312525 | Time: 5507.72 ms [2021-12-05 12:05:13 main:574] : INFO : Epoch 1766 | loss: 0.031247 | val_loss: 0.0312485 | Time: 5567.18 ms [2021-12-05 12:05:19 main:574] : INFO : Epoch 1767 | loss: 0.0312469 | val_loss: 0.0312487 | Time: 5515.24 ms [2021-12-05 12:05:24 main:574] : INFO : Epoch 1768 | loss: 0.0312463 | val_loss: 0.0312499 | Time: 5556.25 ms [2021-12-05 12:05:30 main:574] : INFO : Epoch 1769 | loss: 0.0312467 | val_loss: 0.0312488 | Time: 5488.39 ms [2021-12-05 12:05:36 main:574] : INFO : Epoch 1770 | loss: 0.0312466 | val_loss: 0.0312487 | Time: 5551.36 ms [2021-12-05 12:05:41 main:574] : INFO : Epoch 1771 | loss: 0.0312464 | val_loss: 0.0312489 | Time: 5478.61 ms [2021-12-05 12:05:47 main:574] : INFO : Epoch 1772 | loss: 0.0312468 | val_loss: 0.0312512 | Time: 5568.98 ms [2021-12-05 12:05:52 main:574] : INFO : Epoch 1773 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 5545.66 ms [2021-12-05 12:05:58 main:574] : INFO : Epoch 1774 | loss: 0.031247 | val_loss: 0.0312481 | Time: 5568.58 ms [2021-12-05 12:06:03 main:574] : INFO : Epoch 1775 | loss: 0.0312468 | val_loss: 0.0312487 | Time: 5468.88 ms [2021-12-05 12:06:09 main:574] : INFO : Epoch 1776 | loss: 0.031247 | val_loss: 0.0312501 | Time: 5548.44 ms [2021-12-05 12:06:14 main:574] : INFO : Epoch 1777 | loss: 0.0312464 | val_loss: 0.03125 | Time: 5535.59 ms [2021-12-05 12:06:20 main:574] : INFO : Epoch 1778 | loss: 0.0312468 | val_loss: 0.0312508 | Time: 5574.29 ms [2021-12-05 12:06:26 main:574] : INFO : Epoch 1779 | loss: 0.0312468 | val_loss: 0.031249 | Time: 5546.86 ms [2021-12-05 12:06:31 main:574] : INFO : Epoch 1780 | loss: 0.0312466 | val_loss: 0.0312487 | Time: 5560.86 ms [2021-12-05 12:06:37 main:574] : INFO : Epoch 1781 | loss: 0.031247 | val_loss: 0.0312503 | Time: 5552.35 ms [2021-12-05 12:06:42 main:574] : INFO : Epoch 1782 | loss: 0.0312487 | val_loss: 0.031249 | Time: 5514.62 ms [2021-12-05 12:06:48 main:574] : INFO : Epoch 1783 | loss: 0.031247 | val_loss: 0.0312497 | Time: 5526.07 ms [2021-12-05 12:06:53 main:574] : INFO : Epoch 1784 | loss: 0.0312466 | val_loss: 0.0312486 | Time: 5537.29 ms [2021-12-05 12:06:59 main:574] : INFO : Epoch 1785 | loss: 0.0312467 | val_loss: 0.0312486 | Time: 5565.47 ms [2021-12-05 12:07:04 main:574] : INFO : Epoch 1786 | loss: 0.0312469 | val_loss: 0.0312488 | Time: 5528.79 ms [2021-12-05 12:07:10 main:574] : INFO : Epoch 1787 | loss: 0.031247 | val_loss: 0.0312494 | Time: 5566.5 ms [2021-12-05 12:07:15 main:574] : INFO : Epoch 1788 | loss: 0.0312469 | val_loss: 0.0312497 | Time: 5536.87 ms [2021-12-05 12:07:21 main:574] : INFO : Epoch 1789 | loss: 0.0312469 | val_loss: 0.0312488 | Time: 5557.63 ms [2021-12-05 12:07:27 main:574] : INFO : Epoch 1790 | loss: 0.0312464 | val_loss: 0.0312498 | Time: 5522.91 ms [2021-12-05 12:07:32 main:574] : INFO : Epoch 1791 | loss: 0.0312469 | val_loss: 0.0312511 | Time: 5527.25 ms [2021-12-05 12:07:38 main:574] : INFO : Epoch 1792 | loss: 0.0312491 | val_loss: 0.0312515 | Time: 5552.1 ms [2021-12-05 12:07:43 main:574] : INFO : Epoch 1793 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 5531.52 ms [2021-12-05 12:07:49 main:574] : INFO : Epoch 1794 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 5539.85 ms [2021-12-05 12:07:54 main:574] : INFO : Epoch 1795 | loss: 0.0312475 | val_loss: 0.0312496 | Time: 5541.45 ms [2021-12-05 12:08:00 main:574] : INFO : Epoch 1796 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 5573.48 ms [2021-12-05 12:08:06 main:574] : INFO : Epoch 1797 | loss: 0.0312464 | val_loss: 0.0312495 | Time: 5554.04 ms [2021-12-05 12:08:11 main:574] : INFO : Epoch 1798 | loss: 0.0312479 | val_loss: 0.0312505 | Time: 5510.02 ms [2021-12-05 12:08:17 main:574] : INFO : Epoch 1799 | loss: 0.0312476 | val_loss: 0.0312508 | Time: 5489.01 ms [2021-12-05 12:08:22 main:574] : INFO : Epoch 1800 | loss: 0.0312469 | val_loss: 0.0312491 | Time: 5557.37 ms [2021-12-05 12:08:28 main:574] : INFO : Epoch 1801 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 5565.37 ms [2021-12-05 12:08:33 main:574] : INFO : Epoch 1802 | loss: 0.0312468 | val_loss: 0.0312488 | Time: 5464.56 ms [2021-12-05 12:08:39 main:574] : INFO : Epoch 1803 | loss: 0.0312472 | val_loss: 0.0312508 | Time: 5560.97 ms [2021-12-05 12:08:44 main:574] : INFO : Epoch 1804 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 5563.43 ms [2021-12-05 12:08:50 main:574] : INFO : Epoch 1805 | loss: 0.0312471 | val_loss: 0.0312491 | Time: 5543.59 ms [2021-12-05 12:08:55 main:574] : INFO : Epoch 1806 | loss: 0.0312472 | val_loss: 0.0312494 | Time: 5538.09 ms [2021-12-05 12:09:01 main:574] : INFO : Epoch 1807 | loss: 0.0312469 | val_loss: 0.0312516 | Time: 5562.5 ms [2021-12-05 12:09:07 main:574] : INFO : Epoch 1808 | loss: 0.0312552 | val_loss: 0.0312556 | Time: 5556.45 ms [2021-12-05 12:09:12 main:574] : INFO : Epoch 1809 | loss: 0.0338919 | val_loss: 0.0500347 | Time: 5542.57 ms [2021-12-05 12:09:18 main:574] : INFO : Epoch 1810 | loss: 0.0365113 | val_loss: 0.0320716 | Time: 5478.98 ms [2021-12-05 12:09:23 main:574] : INFO : Epoch 1811 | loss: 0.0316684 | val_loss: 0.031409 | Time: 5531.41 ms [2021-12-05 12:09:29 main:574] : INFO : Epoch 1812 | loss: 0.0313278 | val_loss: 0.0312856 | Time: 5539.86 ms [2021-12-05 12:09:34 main:574] : INFO : Epoch 1813 | loss: 0.0312699 | val_loss: 0.0312633 | Time: 5518.58 ms [2021-12-05 12:09:40 main:574] : INFO : Epoch 1814 | loss: 0.0312572 | val_loss: 0.0312555 | Time: 5509.32 ms [2021-12-05 12:09:45 main:574] : INFO : Epoch 1815 | loss: 0.0312535 | val_loss: 0.0312534 | Time: 5584.23 ms [2021-12-05 12:09:51 main:574] : INFO : Epoch 1816 | loss: 0.0312521 | val_loss: 0.0312533 | Time: 5482.77 ms [2021-12-05 12:09:56 main:574] : INFO : Epoch 1817 | loss: 0.0312522 | val_loss: 0.0312527 | Time: 5549.35 ms [2021-12-05 12:10:02 main:574] : INFO : Epoch 1818 | loss: 0.0312513 | val_loss: 0.0312526 | Time: 5551.01 ms [2021-12-05 12:10:08 main:574] : INFO : Epoch 1819 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 5546.45 ms [2021-12-05 12:10:13 main:574] : INFO : Epoch 1820 | loss: 0.0312512 | val_loss: 0.031254 | Time: 5495.42 ms [2021-12-05 12:10:19 main:574] : INFO : Epoch 1821 | loss: 0.0312513 | val_loss: 0.0312529 | Time: 5530.56 ms [2021-12-05 12:10:24 main:574] : INFO : Epoch 1822 | loss: 0.0312499 | val_loss: 0.031251 | Time: 5550.6 ms [2021-12-05 12:10:30 main:574] : INFO : Epoch 1823 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 5581.98 ms [2021-12-05 12:10:35 main:574] : INFO : Epoch 1824 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 5547.32 ms [2021-12-05 12:10:41 main:574] : INFO : Epoch 1825 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 5485.97 ms [2021-12-05 12:10:46 main:574] : INFO : Epoch 1826 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 5549.79 ms [2021-12-05 12:10:52 main:574] : INFO : Epoch 1827 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 5542.45 ms [2021-12-05 12:10:57 main:574] : INFO : Epoch 1828 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 5533.52 ms [2021-12-05 12:11:03 main:574] : INFO : Epoch 1829 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 5571.7 ms [2021-12-05 12:11:09 main:574] : INFO : Epoch 1830 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 5571.84 ms [2021-12-05 12:11:14 main:574] : INFO : Epoch 1831 | loss: 0.0312483 | val_loss: 0.03125 | Time: 5510.11 ms [2021-12-05 12:11:20 main:574] : INFO : Epoch 1832 | loss: 0.0312483 | val_loss: 0.0312508 | Time: 5550.74 ms [2021-12-05 12:11:25 main:574] : INFO : Epoch 1833 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 5564.24 ms [2021-12-05 12:11:31 main:574] : INFO : Epoch 1834 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 5459.08 ms [2021-12-05 12:11:36 main:574] : INFO : Epoch 1835 | loss: 0.0312497 | val_loss: 0.0312536 | Time: 5544.92 ms [2021-12-05 12:11:42 main:574] : INFO : Epoch 1836 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 5553.82 ms [2021-12-05 12:11:47 main:574] : INFO : Epoch 1837 | loss: 0.031249 | val_loss: 0.0312506 | Time: 5535.04 ms [2021-12-05 12:11:53 main:574] : INFO : Epoch 1838 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 5482.81 ms [2021-12-05 12:11:59 main:574] : INFO : Epoch 1839 | loss: 0.0312479 | val_loss: 0.0312495 | Time: 5524.15 ms [2021-12-05 12:12:04 main:574] : INFO : Epoch 1840 | loss: 0.0312478 | val_loss: 0.0312504 | Time: 5519.49 ms [2021-12-05 12:12:10 main:574] : INFO : Epoch 1841 | loss: 0.0312478 | val_loss: 0.0312499 | Time: 5565.7 ms [2021-12-05 12:12:15 main:574] : INFO : Epoch 1842 | loss: 0.0312483 | val_loss: 0.0312508 | Time: 5561.07 ms [2021-12-05 12:12:21 main:574] : INFO : Epoch 1843 | loss: 0.0312481 | val_loss: 0.0312512 | Time: 5560.27 ms [2021-12-05 12:12:26 main:574] : INFO : Epoch 1844 | loss: 0.0312486 | val_loss: 0.031254 | Time: 5516.84 ms [2021-12-05 12:12:32 main:574] : INFO : Epoch 1845 | loss: 0.0312482 | val_loss: 0.03125 | Time: 5497.14 ms [2021-12-05 12:12:37 main:574] : INFO : Epoch 1846 | loss: 0.0312473 | val_loss: 0.0312493 | Time: 5498.13 ms [2021-12-05 12:12:43 main:574] : INFO : Epoch 1847 | loss: 0.0312477 | val_loss: 0.0312501 | Time: 5500.88 ms [2021-12-05 12:12:48 main:574] : INFO : Epoch 1848 | loss: 0.0312478 | val_loss: 0.0312495 | Time: 5475.18 ms [2021-12-05 12:12:54 main:574] : INFO : Epoch 1849 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 5469.09 ms [2021-12-05 12:12:59 main:574] : INFO : Epoch 1850 | loss: 0.0312478 | val_loss: 0.0312521 | Time: 5497.3 ms [2021-12-05 12:13:05 main:574] : INFO : Epoch 1851 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 5506.36 ms [2021-12-05 12:13:10 main:574] : INFO : Epoch 1852 | loss: 0.0312471 | val_loss: 0.0312493 | Time: 5489.21 ms [2021-12-05 12:13:16 main:574] : INFO : Epoch 1853 | loss: 0.0312471 | val_loss: 0.0312499 | Time: 5465.58 ms [2021-12-05 12:13:21 main:574] : INFO : Epoch 1854 | loss: 0.0312475 | val_loss: 0.0312498 | Time: 5506.32 ms [2021-12-05 12:13:27 main:574] : INFO : Epoch 1855 | loss: 0.0312471 | val_loss: 0.0312496 | Time: 5514.56 ms [2021-12-05 12:13:32 main:574] : INFO : Epoch 1856 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 5438.21 ms [2021-12-05 12:13:38 main:574] : INFO : Epoch 1857 | loss: 0.031247 | val_loss: 0.0312492 | Time: 5525.65 ms [2021-12-05 12:13:43 main:574] : INFO : Epoch 1858 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 5480.11 ms [2021-12-05 12:13:49 main:574] : INFO : Epoch 1859 | loss: 0.0312473 | val_loss: 0.0312501 | Time: 5451.98 ms [2021-12-05 12:13:54 main:574] : INFO : Epoch 1860 | loss: 0.0312474 | val_loss: 0.0312501 | Time: 5462.89 ms [2021-12-05 12:14:00 main:574] : INFO : Epoch 1861 | loss: 0.0312477 | val_loss: 0.0312543 | Time: 5492.61 ms [2021-12-05 12:14:05 main:574] : INFO : Epoch 1862 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 5485.78 ms [2021-12-05 12:14:11 main:574] : INFO : Epoch 1863 | loss: 0.0312469 | val_loss: 0.0312497 | Time: 5425.92 ms [2021-12-05 12:14:16 main:574] : INFO : Epoch 1864 | loss: 0.0312472 | val_loss: 0.0312494 | Time: 5454.73 ms [2021-12-05 12:14:22 main:574] : INFO : Epoch 1865 | loss: 0.0312479 | val_loss: 0.0312493 | Time: 5483.35 ms [2021-12-05 12:14:27 main:574] : INFO : Epoch 1866 | loss: 0.0312468 | val_loss: 0.0312492 | Time: 5485.34 ms [2021-12-05 12:14:33 main:574] : INFO : Epoch 1867 | loss: 0.031247 | val_loss: 0.0312496 | Time: 5455.17 ms [2021-12-05 12:14:38 main:574] : INFO : Epoch 1868 | loss: 0.0312469 | val_loss: 0.0312493 | Time: 5462.99 ms [2021-12-05 12:14:44 main:574] : INFO : Epoch 1869 | loss: 0.0312473 | val_loss: 0.0312495 | Time: 5468.92 ms [2021-12-05 12:14:49 main:574] : INFO : Epoch 1870 | loss: 0.0312467 | val_loss: 0.031249 | Time: 5434.9 ms [2021-12-05 12:14:55 main:574] : INFO : Epoch 1871 | loss: 0.0312477 | val_loss: 0.0312511 | Time: 5459.92 ms [2021-12-05 12:15:00 main:574] : INFO : Epoch 1872 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 5476.5 ms [2021-12-05 12:15:06 main:574] : INFO : Epoch 1873 | loss: 0.0312474 | val_loss: 0.031249 | Time: 5489.32 ms [2021-12-05 12:15:11 main:574] : INFO : Epoch 1874 | loss: 0.0312468 | val_loss: 0.03125 | Time: 5462.86 ms [2021-12-05 12:15:16 main:574] : INFO : Epoch 1875 | loss: 0.0312471 | val_loss: 0.0312492 | Time: 5435.85 ms [2021-12-05 12:15:22 main:574] : INFO : Epoch 1876 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 5475.88 ms [2021-12-05 12:15:27 main:574] : INFO : Epoch 1877 | loss: 0.0312477 | val_loss: 0.0312499 | Time: 5433.98 ms [2021-12-05 12:15:33 main:574] : INFO : Epoch 1878 | loss: 0.0312471 | val_loss: 0.0312522 | Time: 5412.76 ms [2021-12-05 12:15:38 main:574] : INFO : Epoch 1879 | loss: 0.0312484 | val_loss: 0.03125 | Time: 5446.02 ms [2021-12-05 12:15:44 main:574] : INFO : Epoch 1880 | loss: 0.031247 | val_loss: 0.0312492 | Time: 5460.51 ms [2021-12-05 12:15:49 main:574] : INFO : Epoch 1881 | loss: 0.0312473 | val_loss: 0.0312514 | Time: 5483.68 ms [2021-12-05 12:15:55 main:574] : INFO : Epoch 1882 | loss: 0.0312474 | val_loss: 0.0312508 | Time: 5439.5 ms [2021-12-05 12:16:00 main:574] : INFO : Epoch 1883 | loss: 0.0312468 | val_loss: 0.0312491 | Time: 5460.33 ms [2021-12-05 12:16:06 main:574] : INFO : Epoch 1884 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 5477.66 ms [2021-12-05 12:16:11 main:574] : INFO : Epoch 1885 | loss: 0.0312465 | val_loss: 0.031249 | Time: 5518.56 ms [2021-12-05 12:16:17 main:574] : INFO : Epoch 1886 | loss: 0.0312469 | val_loss: 0.0312498 | Time: 5426.16 ms [2021-12-05 12:16:22 main:574] : INFO : Epoch 1887 | loss: 0.0312467 | val_loss: 0.0312506 | Time: 5459.94 ms [2021-12-05 12:16:28 main:574] : INFO : Epoch 1888 | loss: 0.0312468 | val_loss: 0.0312548 | Time: 5453.99 ms [2021-12-05 12:16:33 main:574] : INFO : Epoch 1889 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 5417.89 ms [2021-12-05 12:16:39 main:574] : INFO : Epoch 1890 | loss: 0.0312468 | val_loss: 0.031249 | Time: 5442.98 ms [2021-12-05 12:16:44 main:574] : INFO : Epoch 1891 | loss: 0.031247 | val_loss: 0.0312498 | Time: 5458.28 ms [2021-12-05 12:16:49 main:574] : INFO : Epoch 1892 | loss: 0.0312472 | val_loss: 0.0312507 | Time: 5419.36 ms [2021-12-05 12:16:55 main:574] : INFO : Epoch 1893 | loss: 0.0312472 | val_loss: 0.0312495 | Time: 5415.35 ms [2021-12-05 12:17:00 main:574] : INFO : Epoch 1894 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 5447.48 ms [2021-12-05 12:17:06 main:574] : INFO : Epoch 1895 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 5447.16 ms [2021-12-05 12:17:11 main:574] : INFO : Epoch 1896 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 5433.77 ms [2021-12-05 12:17:17 main:574] : INFO : Epoch 1897 | loss: 0.0312464 | val_loss: 0.0312505 | Time: 5461.39 ms [2021-12-05 12:17:22 main:574] : INFO : Epoch 1898 | loss: 0.0312463 | val_loss: 0.0312491 | Time: 5463.57 ms [2021-12-05 12:17:28 main:574] : INFO : Epoch 1899 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 5374.12 ms [2021-12-05 12:17:33 main:574] : INFO : Epoch 1900 | loss: 0.0312471 | val_loss: 0.0312493 | Time: 5452.61 ms [2021-12-05 12:17:39 main:574] : INFO : Epoch 1901 | loss: 0.0312473 | val_loss: 0.0312493 | Time: 5465.75 ms [2021-12-05 12:17:44 main:574] : INFO : Epoch 1902 | loss: 0.0312468 | val_loss: 0.0312504 | Time: 5471.84 ms [2021-12-05 12:17:49 main:574] : INFO : Epoch 1903 | loss: 0.0312469 | val_loss: 0.0312496 | Time: 5432.87 ms [2021-12-05 12:17:55 main:574] : INFO : Epoch 1904 | loss: 0.0312473 | val_loss: 0.0312495 | Time: 5438.07 ms [2021-12-05 12:18:00 main:574] : INFO : Epoch 1905 | loss: 0.031247 | val_loss: 0.0312492 | Time: 5449.11 ms [2021-12-05 12:18:06 main:574] : INFO : Epoch 1906 | loss: 0.0312462 | val_loss: 0.0312494 | Time: 5427.71 ms [2021-12-05 12:18:11 main:574] : INFO : Epoch 1907 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 5451.81 ms [2021-12-05 12:18:17 main:574] : INFO : Epoch 1908 | loss: 0.0312474 | val_loss: 0.0312495 | Time: 5434.9 ms [2021-12-05 12:18:22 main:574] : INFO : Epoch 1909 | loss: 0.0312468 | val_loss: 0.0312491 | Time: 5423.15 ms [2021-12-05 12:18:28 main:574] : INFO : Epoch 1910 | loss: 0.0312466 | val_loss: 0.0312494 | Time: 5420.56 ms [2021-12-05 12:18:33 main:574] : INFO : Epoch 1911 | loss: 0.0312465 | val_loss: 0.0312489 | Time: 5414.25 ms [2021-12-05 12:18:39 main:574] : INFO : Epoch 1912 | loss: 0.0312467 | val_loss: 0.0312496 | Time: 5492.3 ms [2021-12-05 12:18:44 main:574] : INFO : Epoch 1913 | loss: 0.0312464 | val_loss: 0.0312491 | Time: 5436.39 ms [2021-12-05 12:18:49 main:574] : INFO : Epoch 1914 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 5379.7 ms [2021-12-05 12:18:55 main:574] : INFO : Epoch 1915 | loss: 0.0312474 | val_loss: 0.0312504 | Time: 5402.58 ms [2021-12-05 12:19:00 main:574] : INFO : Epoch 1916 | loss: 0.031247 | val_loss: 0.0312508 | Time: 5442.35 ms [2021-12-05 12:19:06 main:574] : INFO : Epoch 1917 | loss: 0.0312468 | val_loss: 0.0312503 | Time: 5399.73 ms [2021-12-05 12:19:11 main:574] : INFO : Epoch 1918 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 5471.32 ms [2021-12-05 12:19:17 main:574] : INFO : Epoch 1919 | loss: 0.0312475 | val_loss: 0.0312495 | Time: 5398.86 ms [2021-12-05 12:19:22 main:574] : INFO : Epoch 1920 | loss: 0.0312464 | val_loss: 0.0312498 | Time: 5436.39 ms [2021-12-05 12:19:27 main:574] : INFO : Epoch 1921 | loss: 0.0312463 | val_loss: 0.0312493 | Time: 5381.82 ms [2021-12-05 12:19:33 main:574] : INFO : Epoch 1922 | loss: 0.0312484 | val_loss: 0.0312568 | Time: 5404.37 ms [2021-12-05 12:19:38 main:574] : INFO : Epoch 1923 | loss: 0.0312491 | val_loss: 0.0312526 | Time: 5442.78 ms [2021-12-05 12:19:44 main:574] : INFO : Epoch 1924 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 5379.38 ms [2021-12-05 12:19:49 main:574] : INFO : Epoch 1925 | loss: 0.0312467 | val_loss: 0.031249 | Time: 5403.69 ms [2021-12-05 12:19:55 main:574] : INFO : Epoch 1926 | loss: 0.0312464 | val_loss: 0.0312493 | Time: 5420.29 ms [2021-12-05 12:20:00 main:574] : INFO : Epoch 1927 | loss: 0.0312468 | val_loss: 0.0312494 | Time: 5445.31 ms [2021-12-05 12:20:05 main:574] : INFO : Epoch 1928 | loss: 0.0312466 | val_loss: 0.0312493 | Time: 5390.11 ms [2021-12-05 12:20:11 main:574] : INFO : Epoch 1929 | loss: 0.0312465 | val_loss: 0.0312493 | Time: 5407.88 ms [2021-12-05 12:20:16 main:574] : INFO : Epoch 1930 | loss: 0.0312483 | val_loss: 0.0312508 | Time: 5386.84 ms [2021-12-05 12:20:22 main:574] : INFO : Epoch 1931 | loss: 0.0312481 | val_loss: 0.031251 | Time: 5429.18 ms [2021-12-05 12:20:27 main:574] : INFO : Epoch 1932 | loss: 0.0312484 | val_loss: 0.0312514 | Time: 5399.9 ms [2021-12-05 12:20:32 main:574] : INFO : Epoch 1933 | loss: 0.0312483 | val_loss: 0.0312516 | Time: 5426.75 ms [2021-12-05 12:20:38 main:574] : INFO : Epoch 1934 | loss: 0.0312467 | val_loss: 0.0312494 | Time: 5373.75 ms [2021-12-05 12:20:43 main:574] : INFO : Epoch 1935 | loss: 0.0312468 | val_loss: 0.0312532 | Time: 5415.39 ms [2021-12-05 12:20:49 main:574] : INFO : Epoch 1936 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 5413.72 ms [2021-12-05 12:20:54 main:574] : INFO : Epoch 1937 | loss: 0.0312486 | val_loss: 0.0312537 | Time: 5676.7 ms [2021-12-05 12:21:00 main:574] : INFO : Epoch 1938 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 5437.46 ms [2021-12-05 12:21:05 main:574] : INFO : Epoch 1939 | loss: 0.0312469 | val_loss: 0.0312501 | Time: 5433.22 ms [2021-12-05 12:21:11 main:574] : INFO : Epoch 1940 | loss: 0.0312474 | val_loss: 0.0312507 | Time: 5414.63 ms [2021-12-05 12:21:16 main:574] : INFO : Epoch 1941 | loss: 0.0312486 | val_loss: 0.0312506 | Time: 5450.53 ms [2021-12-05 12:21:22 main:574] : INFO : Epoch 1942 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 5387.28 ms [2021-12-05 12:21:27 main:574] : INFO : Epoch 1943 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 5437.81 ms [2021-12-05 12:21:33 main:574] : INFO : Epoch 1944 | loss: 0.0312474 | val_loss: 0.0312534 | Time: 5437.65 ms [2021-12-05 12:21:38 main:574] : INFO : Epoch 1945 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 5409.33 ms [2021-12-05 12:21:43 main:574] : INFO : Epoch 1946 | loss: 0.0312464 | val_loss: 0.0312492 | Time: 5425.67 ms [2021-12-05 12:21:49 main:574] : INFO : Epoch 1947 | loss: 0.0312468 | val_loss: 0.0312497 | Time: 5410.64 ms [2021-12-05 12:21:54 main:574] : INFO : Epoch 1948 | loss: 0.0312477 | val_loss: 0.0312495 | Time: 5457.97 ms [2021-12-05 12:22:00 main:574] : INFO : Epoch 1949 | loss: 0.0312469 | val_loss: 0.0312513 | Time: 5452.56 ms [2021-12-05 12:22:05 main:574] : INFO : Epoch 1950 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 5425.91 ms [2021-12-05 12:22:11 main:574] : INFO : Epoch 1951 | loss: 0.0312472 | val_loss: 0.0312493 | Time: 5436.32 ms [2021-12-05 12:22:16 main:574] : INFO : Epoch 1952 | loss: 0.0312469 | val_loss: 0.031251 | Time: 5450.45 ms [2021-12-05 12:22:22 main:574] : INFO : Epoch 1953 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 5450.76 ms [2021-12-05 12:22:27 main:574] : INFO : Epoch 1954 | loss: 0.0312477 | val_loss: 0.0312508 | Time: 5462.52 ms [2021-12-05 12:22:32 main:574] : INFO : Epoch 1955 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 5439.04 ms [2021-12-05 12:22:38 main:574] : INFO : Epoch 1956 | loss: 0.0312468 | val_loss: 0.0312496 | Time: 5396.68 ms [2021-12-05 12:22:43 main:574] : INFO : Epoch 1957 | loss: 0.0312477 | val_loss: 0.0312494 | Time: 5374.35 ms [2021-12-05 12:22:49 main:574] : INFO : Epoch 1958 | loss: 0.0312478 | val_loss: 0.0312495 | Time: 5440.58 ms [2021-12-05 12:22:54 main:574] : INFO : Epoch 1959 | loss: 0.0312468 | val_loss: 0.0312488 | Time: 5445.96 ms [2021-12-05 12:23:00 main:574] : INFO : Epoch 1960 | loss: 0.0312464 | val_loss: 0.0312493 | Time: 5432.48 ms [2021-12-05 12:23:05 main:574] : INFO : Epoch 1961 | loss: 0.0312466 | val_loss: 0.03125 | Time: 5415.45 ms [2021-12-05 12:23:11 main:574] : INFO : Epoch 1962 | loss: 0.0312467 | val_loss: 0.0312498 | Time: 5427 ms [2021-12-05 12:23:16 main:574] : INFO : Epoch 1963 | loss: 0.0312468 | val_loss: 0.0312492 | Time: 5418.16 ms [2021-12-05 12:23:21 main:574] : INFO : Epoch 1964 | loss: 0.0312465 | val_loss: 0.0312499 | Time: 5384.1 ms [2021-12-05 12:23:27 main:574] : INFO : Epoch 1965 | loss: 0.0312484 | val_loss: 0.0312508 | Time: 5442.46 ms [2021-12-05 12:23:32 main:574] : INFO : Epoch 1966 | loss: 0.0312469 | val_loss: 0.0312486 | Time: 5427.52 ms [2021-12-05 12:23:38 main:574] : INFO : Epoch 1967 | loss: 0.031248 | val_loss: 0.0312512 | Time: 5403.15 ms [2021-12-05 12:23:43 main:574] : INFO : Epoch 1968 | loss: 0.0312474 | val_loss: 0.031249 | Time: 5432.25 ms [2021-12-05 12:23:49 main:574] : INFO : Epoch 1969 | loss: 0.0312477 | val_loss: 0.0312511 | Time: 5399.45 ms [2021-12-05 12:23:54 main:574] : INFO : Epoch 1970 | loss: 0.0312469 | val_loss: 0.0312502 | Time: 5441.23 ms [2021-12-05 12:23:59 main:574] : INFO : Epoch 1971 | loss: 0.0312474 | val_loss: 0.0312506 | Time: 5440 ms [2021-12-05 12:24:05 main:574] : INFO : Epoch 1972 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 5433.45 ms [2021-12-05 12:24:10 main:574] : INFO : Epoch 1973 | loss: 0.0312495 | val_loss: 0.0312522 | Time: 5436.12 ms [2021-12-05 12:24:16 main:574] : INFO : Epoch 1974 | loss: 0.0312476 | val_loss: 0.0312492 | Time: 5426.74 ms [2021-12-05 12:24:21 main:574] : INFO : Epoch 1975 | loss: 0.0312469 | val_loss: 0.0312506 | Time: 5413.72 ms [2021-12-05 12:24:27 main:574] : INFO : Epoch 1976 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 5419.69 ms [2021-12-05 12:24:32 main:574] : INFO : Epoch 1977 | loss: 0.0312463 | val_loss: 0.0312489 | Time: 5422.79 ms [2021-12-05 12:24:37 main:574] : INFO : Epoch 1978 | loss: 0.0312464 | val_loss: 0.0312513 | Time: 5422.68 ms [2021-12-05 12:24:43 main:574] : INFO : Epoch 1979 | loss: 0.031248 | val_loss: 0.0312494 | Time: 5428.51 ms [2021-12-05 12:24:48 main:574] : INFO : Epoch 1980 | loss: 0.031247 | val_loss: 0.0312493 | Time: 5419.54 ms [2021-12-05 12:24:54 main:574] : INFO : Epoch 1981 | loss: 0.0312474 | val_loss: 0.0312518 | Time: 5399.79 ms [2021-12-05 12:24:59 main:574] : INFO : Epoch 1982 | loss: 0.0312491 | val_loss: 0.0312519 | Time: 5422.65 ms [2021-12-05 12:25:05 main:574] : INFO : Epoch 1983 | loss: 0.0312473 | val_loss: 0.0312519 | Time: 5480.05 ms [2021-12-05 12:25:10 main:574] : INFO : Epoch 1984 | loss: 0.031248 | val_loss: 0.0312501 | Time: 5430.55 ms [2021-12-05 12:25:16 main:574] : INFO : Epoch 1985 | loss: 0.0312463 | val_loss: 0.0312499 | Time: 5452.71 ms [2021-12-05 12:25:21 main:574] : INFO : Epoch 1986 | loss: 0.031247 | val_loss: 0.0312489 | Time: 5433.18 ms [2021-12-05 12:25:26 main:574] : INFO : Epoch 1987 | loss: 0.0312468 | val_loss: 0.031251 | Time: 5412.52 ms [2021-12-05 12:25:32 main:574] : INFO : Epoch 1988 | loss: 0.0312475 | val_loss: 0.0312491 | Time: 5456.79 ms [2021-12-05 12:25:37 main:574] : INFO : Epoch 1989 | loss: 0.0312477 | val_loss: 0.031252 | Time: 5415.11 ms [2021-12-05 12:25:43 main:574] : INFO : Epoch 1990 | loss: 0.0312474 | val_loss: 0.0312519 | Time: 5408.18 ms [2021-12-05 12:25:48 main:574] : INFO : Epoch 1991 | loss: 0.0312473 | val_loss: 0.0312497 | Time: 5415.27 ms [2021-12-05 12:25:54 main:574] : INFO : Epoch 1992 | loss: 0.0312476 | val_loss: 0.0312514 | Time: 5435.77 ms [2021-12-05 12:25:59 main:574] : INFO : Epoch 1993 | loss: 0.0312477 | val_loss: 0.0312488 | Time: 5368.64 ms [2021-12-05 12:26:05 main:574] : INFO : Epoch 1994 | loss: 0.0312464 | val_loss: 0.031249 | Time: 5401.23 ms [2021-12-05 12:26:10 main:574] : INFO : Epoch 1995 | loss: 0.0312466 | val_loss: 0.0312496 | Time: 5432.96 ms [2021-12-05 12:26:15 main:574] : INFO : Epoch 1996 | loss: 0.0312473 | val_loss: 0.0312498 | Time: 5431.96 ms [2021-12-05 12:26:21 main:574] : INFO : Epoch 1997 | loss: 0.0312465 | val_loss: 0.0312501 | Time: 5420.25 ms [2021-12-05 12:26:26 main:574] : INFO : Epoch 1998 | loss: 0.031247 | val_loss: 0.0312501 | Time: 5422.95 ms [2021-12-05 12:26:32 main:574] : INFO : Epoch 1999 | loss: 0.0312471 | val_loss: 0.0312494 | Time: 5401.78 ms [2021-12-05 12:26:37 main:574] : INFO : Epoch 2000 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 5396.8 ms [2021-12-05 12:26:43 main:574] : INFO : Epoch 2001 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 5386.64 ms [2021-12-05 12:26:48 main:574] : INFO : Epoch 2002 | loss: 0.0312462 | val_loss: 0.0312493 | Time: 5411.88 ms [2021-12-05 12:26:53 main:574] : INFO : Epoch 2003 | loss: 0.0312468 | val_loss: 0.031249 | Time: 5355.68 ms [2021-12-05 12:26:59 main:574] : INFO : Epoch 2004 | loss: 0.0312465 | val_loss: 0.0312501 | Time: 5386.54 ms [2021-12-05 12:27:04 main:574] : INFO : Epoch 2005 | loss: 0.031247 | val_loss: 0.0312502 | Time: 5419.87 ms [2021-12-05 12:27:10 main:574] : INFO : Epoch 2006 | loss: 0.0312469 | val_loss: 0.0312488 | Time: 5420.34 ms [2021-12-05 12:27:15 main:574] : INFO : Epoch 2007 | loss: 0.0312465 | val_loss: 0.0312487 | Time: 5433.62 ms [2021-12-05 12:27:20 main:574] : INFO : Epoch 2008 | loss: 0.0312465 | val_loss: 0.031249 | Time: 5437.32 ms [2021-12-05 12:27:26 main:574] : INFO : Epoch 2009 | loss: 0.0312462 | val_loss: 0.0312494 | Time: 5369.53 ms [2021-12-05 12:27:31 main:574] : INFO : Epoch 2010 | loss: 0.0312474 | val_loss: 0.0312517 | Time: 5442.16 ms [2021-12-05 12:27:37 main:574] : INFO : Epoch 2011 | loss: 0.0312494 | val_loss: 0.0312543 | Time: 5395.45 ms [2021-12-05 12:27:42 main:574] : INFO : Epoch 2012 | loss: 0.0312481 | val_loss: 0.03125 | Time: 5401.68 ms [2021-12-05 12:27:48 main:574] : INFO : Epoch 2013 | loss: 0.0312472 | val_loss: 0.0312499 | Time: 5384.51 ms [2021-12-05 12:27:53 main:574] : INFO : Epoch 2014 | loss: 0.0312471 | val_loss: 0.0312496 | Time: 5384.38 ms [2021-12-05 12:27:58 main:574] : INFO : Epoch 2015 | loss: 0.0312484 | val_loss: 0.0312509 | Time: 5398.63 ms [2021-12-05 12:28:04 main:574] : INFO : Epoch 2016 | loss: 0.0312482 | val_loss: 0.0312509 | Time: 5397.53 ms [2021-12-05 12:28:09 main:574] : INFO : Epoch 2017 | loss: 0.0312478 | val_loss: 0.0312515 | Time: 5403.59 ms [2021-12-05 12:28:15 main:574] : INFO : Epoch 2018 | loss: 0.0312478 | val_loss: 0.0312501 | Time: 5390.25 ms [2021-12-05 12:28:20 main:574] : INFO : Epoch 2019 | loss: 0.031248 | val_loss: 0.0312502 | Time: 5364.34 ms [2021-12-05 12:28:25 main:574] : INFO : Epoch 2020 | loss: 0.0312474 | val_loss: 0.0312499 | Time: 5375.62 ms [2021-12-05 12:28:31 main:574] : INFO : Epoch 2021 | loss: 0.0312471 | val_loss: 0.0312512 | Time: 5338.68 ms [2021-12-05 12:28:36 main:574] : INFO : Epoch 2022 | loss: 0.0312492 | val_loss: 0.0312518 | Time: 5394.13 ms [2021-12-05 12:28:41 main:574] : INFO : Epoch 2023 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 5367.45 ms [2021-12-05 12:28:47 main:574] : INFO : Epoch 2024 | loss: 0.031247 | val_loss: 0.0312493 | Time: 5342.95 ms [2021-12-05 12:28:52 main:574] : INFO : Epoch 2025 | loss: 0.0312473 | val_loss: 0.0312499 | Time: 5352.82 ms [2021-12-05 12:28:58 main:574] : INFO : Epoch 2026 | loss: 0.0312466 | val_loss: 0.0312497 | Time: 5361.92 ms [2021-12-05 12:29:03 main:574] : INFO : Epoch 2027 | loss: 0.0312471 | val_loss: 0.0312507 | Time: 5373.53 ms [2021-12-05 12:29:08 main:574] : INFO : Epoch 2028 | loss: 0.0312481 | val_loss: 0.0312501 | Time: 5347.53 ms [2021-12-05 12:29:14 main:574] : INFO : Epoch 2029 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 5357.71 ms [2021-12-05 12:29:19 main:574] : INFO : Epoch 2030 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 5360.34 ms [2021-12-05 12:29:24 main:574] : INFO : Epoch 2031 | loss: 0.0312464 | val_loss: 0.0312491 | Time: 5344.7 ms [2021-12-05 12:29:30 main:574] : INFO : Epoch 2032 | loss: 0.0312465 | val_loss: 0.0312503 | Time: 5347.94 ms [2021-12-05 12:29:35 main:574] : INFO : Epoch 2033 | loss: 0.0312466 | val_loss: 0.0312489 | Time: 5361.74 ms [2021-12-05 12:29:41 main:574] : INFO : Epoch 2034 | loss: 0.0312466 | val_loss: 0.031252 | Time: 5342.45 ms [2021-12-05 12:29:46 main:574] : INFO : Epoch 2035 | loss: 0.0312481 | val_loss: 0.0312505 | Time: 5347.44 ms [2021-12-05 12:29:51 main:574] : INFO : Epoch 2036 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 5380.75 ms [2021-12-05 12:29:57 main:574] : INFO : Epoch 2037 | loss: 0.0312464 | val_loss: 0.0312536 | Time: 5430.12 ms [2021-12-05 12:30:02 main:574] : INFO : Epoch 2038 | loss: 0.0312468 | val_loss: 0.0312491 | Time: 5365.37 ms [2021-12-05 12:30:08 main:574] : INFO : Epoch 2039 | loss: 0.0312465 | val_loss: 0.0312489 | Time: 5393.69 ms [2021-12-05 12:30:13 main:574] : INFO : Epoch 2040 | loss: 0.0312484 | val_loss: 0.0312503 | Time: 5352.1 ms [2021-12-05 12:30:18 main:574] : INFO : Epoch 2041 | loss: 0.0312468 | val_loss: 0.0312493 | Time: 5355.46 ms [2021-12-05 12:30:24 main:574] : INFO : Epoch 2042 | loss: 0.0312467 | val_loss: 0.0312493 | Time: 5363.59 ms [2021-12-05 12:30:29 main:574] : INFO : Epoch 2043 | loss: 0.0312475 | val_loss: 0.0312503 | Time: 5368.81 ms [2021-12-05 12:30:34 main:574] : INFO : Epoch 2044 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 5351.88 ms [2021-12-05 12:30:40 main:574] : INFO : Epoch 2045 | loss: 0.0312464 | val_loss: 0.0312508 | Time: 5336.58 ms [2021-12-05 12:30:45 main:574] : INFO : Epoch 2046 | loss: 0.0312469 | val_loss: 0.0312496 | Time: 5359.62 ms [2021-12-05 12:30:51 main:574] : INFO : Epoch 2047 | loss: 0.0312468 | val_loss: 0.0312527 | Time: 5387.94 ms [2021-12-05 12:30:56 main:574] : INFO : Epoch 2048 | loss: 0.0312476 | val_loss: 0.0312523 | Time: 5330.53 ms [2021-12-05 12:30:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312523 [2021-12-05 12:30:56 main:603] : INFO : Saving end state to config to file [2021-12-05 12:30:56 main:608] : INFO : Success, exiting.. 12:30:56 (2844): 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)