Task 14597069
| Name | ParityModified-1647048475-14251-3-0_0 |
| Workunit | 11618320 |
| Created | 11 Apr 2022, 10:30:46 UTC |
| Sent | 11 Apr 2022, 10:31:06 UTC |
| Report deadline | 19 Apr 2022, 10:31:06 UTC |
| Received | 11 Apr 2022, 18:29:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18276 |
| Run time | 5 hours 25 min 29 sec |
| CPU time | 4 hours 46 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,218.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 467 | val_loss: 0.0312486 | Time: 9671.97 ms [2022-04-12 00:06:47 main:574] : INFO : Epoch 1542 | loss: 0.031247 | val_loss: 0.0312479 | Time: 9721.63 ms [2022-04-12 00:06:57 main:574] : INFO : Epoch 1543 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 9557.07 ms [2022-04-12 00:07:07 main:574] : INFO : Epoch 1544 | loss: 0.0312485 | val_loss: 0.0312515 | Time: 9705.25 ms [2022-04-12 00:07:16 main:574] : INFO : Epoch 1545 | loss: 0.0312513 | val_loss: 0.0312482 | Time: 9748.71 ms [2022-04-12 00:07:26 main:574] : INFO : Epoch 1546 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 9711.89 ms [2022-04-12 00:07:36 main:574] : INFO : Epoch 1547 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 9509.83 ms [2022-04-12 00:07:45 main:574] : INFO : Epoch 1548 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 9512.94 ms [2022-04-12 00:07:55 main:574] : INFO : Epoch 1549 | loss: 0.0312476 | val_loss: 0.0312496 | Time: 9776.33 ms [2022-04-12 00:08:05 main:574] : INFO : Epoch 1550 | loss: 0.0312473 | val_loss: 0.0312485 | Time: 9809.28 ms [2022-04-12 00:08:14 main:574] : INFO : Epoch 1551 | loss: 0.0312465 | val_loss: 0.0312498 | Time: 9734.64 ms [2022-04-12 00:08:24 main:574] : INFO : Epoch 1552 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 9732.92 ms [2022-04-12 00:08:34 main:574] : INFO : Epoch 1553 | loss: 0.0312482 | val_loss: 0.0312528 | Time: 9708.78 ms [2022-04-12 00:08:44 main:574] : INFO : Epoch 1554 | loss: 0.0312488 | val_loss: 0.0312508 | Time: 9649.78 ms [2022-04-12 00:08:53 main:574] : INFO : Epoch 1555 | loss: 0.0312472 | val_loss: 0.0312498 | Time: 9433.23 ms [2022-04-12 00:09:03 main:574] : INFO : Epoch 1556 | loss: 0.0312465 | val_loss: 0.0312481 | Time: 9656.33 ms [2022-04-12 00:09:12 main:574] : INFO : Epoch 1557 | loss: 0.0312461 | val_loss: 0.031247 | Time: 9692.7 ms [2022-04-12 00:09:22 main:574] : INFO : Epoch 1558 | loss: 0.0312463 | val_loss: 0.0312486 | Time: 9642.34 ms [2022-04-12 00:09:32 main:574] : INFO : Epoch 1559 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 9786.14 ms [2022-04-12 00:09:42 main:574] : INFO : Epoch 1560 | loss: 0.0312472 | val_loss: 0.031247 | Time: 9881.27 ms [2022-04-12 00:09:51 main:574] : INFO : Epoch 1561 | loss: 0.0312457 | val_loss: 0.0312496 | Time: 9549.36 ms [2022-04-12 00:10:01 main:574] : INFO : Epoch 1562 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 9511.49 ms [2022-04-12 00:10:11 main:574] : INFO : Epoch 1563 | loss: 0.031247 | val_loss: 0.0312478 | Time: 9708.72 ms [2022-04-12 00:10:20 main:574] : INFO : Epoch 1564 | loss: 0.0312466 | val_loss: 0.0312474 | Time: 9736.81 ms [2022-04-12 00:10:30 main:574] : INFO : Epoch 1565 | loss: 0.0312465 | val_loss: 0.0312474 | Time: 9625.8 ms [2022-04-12 00:10:40 main:574] : INFO : Epoch 1566 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 9626.76 ms [2022-04-12 00:10:49 main:574] : INFO : Epoch 1567 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 9697.63 ms [2022-04-12 00:10:59 main:574] : INFO : Epoch 1568 | loss: 0.0312455 | val_loss: 0.031248 | Time: 9724.67 ms [2022-04-12 00:11:09 main:574] : INFO : Epoch 1569 | loss: 0.0312456 | val_loss: 0.0312492 | Time: 9807.85 ms [2022-04-12 00:11:18 main:574] : INFO : Epoch 1570 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 9599.28 ms [2022-04-12 00:11:28 main:574] : INFO : Epoch 1571 | loss: 0.0312457 | val_loss: 0.0312474 | Time: 9549.51 ms [2022-04-12 00:11:38 main:574] : INFO : Epoch 1572 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 9763.45 ms [2022-04-12 00:11:47 main:574] : INFO : Epoch 1573 | loss: 0.0312478 | val_loss: 0.0312494 | Time: 9719.62 ms [2022-04-12 00:11:57 main:574] : INFO : Epoch 1574 | loss: 0.0312465 | val_loss: 0.0312482 | Time: 9658.42 ms [2022-04-12 00:12:07 main:574] : INFO : Epoch 1575 | loss: 0.0312472 | val_loss: 0.0312501 | Time: 9544.46 ms [2022-04-12 00:12:16 main:574] : INFO : Epoch 1576 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 9526.73 ms [2022-04-12 00:12:26 main:574] : INFO : Epoch 1577 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 9534.88 ms [2022-04-12 00:12:35 main:574] : INFO : Epoch 1578 | loss: 0.0312477 | val_loss: 0.0312513 | Time: 9457.81 ms [2022-04-12 00:12:45 main:574] : INFO : Epoch 1579 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 9573.18 ms [2022-04-12 00:12:54 main:574] : INFO : Epoch 1580 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 9596.93 ms [2022-04-12 00:13:04 main:574] : INFO : Epoch 1581 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 9644.65 ms [2022-04-12 00:13:14 main:574] : INFO : Epoch 1582 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 9838.06 ms [2022-04-12 00:13:24 main:574] : INFO : Epoch 1583 | loss: 0.0312464 | val_loss: 0.0312478 | Time: 9809.7 ms [2022-04-12 00:13:33 main:574] : INFO : Epoch 1584 | loss: 0.0312466 | val_loss: 0.0312503 | Time: 9683.08 ms [2022-04-12 00:13:44 main:574] : INFO : Epoch 1585 | loss: 0.0312472 | val_loss: 0.0312496 | Time: 10161.5 ms [2022-04-12 00:13:54 main:574] : INFO : Epoch 1586 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 10012.2 ms [2022-04-12 00:14:04 main:574] : INFO : Epoch 1587 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 10090.7 ms [2022-04-12 00:14:14 main:574] : INFO : Epoch 1588 | loss: 0.0312472 | val_loss: 0.0312515 | Time: 10075.1 ms [2022-04-12 00:14:24 main:574] : INFO : Epoch 1589 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 10161.7 ms [2022-04-12 00:14:34 main:574] : INFO : Epoch 1590 | loss: 0.0312467 | val_loss: 0.0312479 | Time: 10231.6 ms [2022-04-12 00:14:44 main:574] : INFO : Epoch 1591 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 9887.69 ms [2022-04-12 00:14:54 main:574] : INFO : Epoch 1592 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 10054.2 ms [2022-04-12 00:15:04 main:574] : INFO : Epoch 1593 | loss: 0.0312503 | val_loss: 0.0312489 | Time: 10098.9 ms [2022-04-12 00:15:14 main:574] : INFO : Epoch 1594 | loss: 0.031247 | val_loss: 0.0312487 | Time: 10015.4 ms [2022-04-12 00:15:24 main:574] : INFO : Epoch 1595 | loss: 0.031246 | val_loss: 0.0312488 | Time: 9881.37 ms [2022-04-12 00:15:34 main:574] : INFO : Epoch 1596 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 9752 ms [2022-04-12 00:15:44 main:574] : INFO : Epoch 1597 | loss: 0.0312463 | val_loss: 0.0312487 | Time: 9867.08 ms [2022-04-12 00:15:54 main:574] : INFO : Epoch 1598 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 10127.2 ms [2022-04-12 00:16:04 main:574] : INFO : Epoch 1599 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 10237.6 ms [2022-04-12 00:16:14 main:574] : INFO : Epoch 1600 | loss: 0.031246 | val_loss: 0.031248 | Time: 10153.8 ms [2022-04-12 00:16:25 main:574] : INFO : Epoch 1601 | loss: 0.0312461 | val_loss: 0.031249 | Time: 10176.7 ms [2022-04-12 00:16:35 main:574] : INFO : Epoch 1602 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 10011.3 ms [2022-04-12 00:16:45 main:574] : INFO : Epoch 1603 | loss: 0.0312472 | val_loss: 0.0312516 | Time: 10014.8 ms [2022-04-12 00:16:55 main:574] : INFO : Epoch 1604 | loss: 0.0312478 | val_loss: 0.0312503 | Time: 10208 ms [2022-04-12 00:17:05 main:574] : INFO : Epoch 1605 | loss: 0.0312462 | val_loss: 0.0312486 | Time: 9710.73 ms [2022-04-12 00:17:15 main:574] : INFO : Epoch 1606 | loss: 0.0312468 | val_loss: 0.0312505 | Time: 10191.7 ms [2022-04-12 00:17:25 main:574] : INFO : Epoch 1607 | loss: 0.0312469 | val_loss: 0.031247 | Time: 10158.6 ms [2022-04-12 00:17:35 main:574] : INFO : Epoch 1608 | loss: 0.0312459 | val_loss: 0.0312507 | Time: 9996.26 ms [2022-04-12 00:17:45 main:574] : INFO : Epoch 1609 | loss: 0.0312463 | val_loss: 0.0312476 | Time: 10249.7 ms [2022-04-12 00:17:56 main:574] : INFO : Epoch 1610 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 10383.5 ms [2022-04-12 00:18:06 main:574] : INFO : Epoch 1611 | loss: 0.0312469 | val_loss: 0.03125 | Time: 10050.8 ms [2022-04-12 00:18:15 main:574] : INFO : Epoch 1612 | loss: 0.031246 | val_loss: 0.031247 | Time: 9331.94 ms [2022-04-12 00:18:25 main:574] : INFO : Epoch 1613 | loss: 0.0312466 | val_loss: 0.0312466 | Time: 9444.36 ms [2022-04-12 00:18:34 main:574] : INFO : Epoch 1614 | loss: 0.0312455 | val_loss: 0.0312479 | Time: 9502.22 ms [2022-04-12 00:18:44 main:574] : INFO : Epoch 1615 | loss: 0.031247 | val_loss: 0.0312497 | Time: 9589.28 ms [2022-04-12 00:18:53 main:574] : INFO : Epoch 1616 | loss: 0.0312465 | val_loss: 0.0312476 | Time: 9641.61 ms [2022-04-12 00:19:03 main:574] : INFO : Epoch 1617 | loss: 0.031246 | val_loss: 0.0312475 | Time: 9445.63 ms [2022-04-12 00:19:13 main:574] : INFO : Epoch 1618 | loss: 0.0312457 | val_loss: 0.031247 | Time: 9921.81 ms [2022-04-12 00:19:22 main:574] : INFO : Epoch 1619 | loss: 0.0312463 | val_loss: 0.0312493 | Time: 9645.57 ms [2022-04-12 00:19:32 main:574] : INFO : Epoch 1620 | loss: 0.0312464 | val_loss: 0.0312487 | Time: 9679.57 ms [2022-04-12 00:19:42 main:574] : INFO : Epoch 1621 | loss: 0.0312457 | val_loss: 0.0312485 | Time: 9674.41 ms [2022-04-12 00:19:51 main:574] : INFO : Epoch 1622 | loss: 0.0312469 | val_loss: 0.031247 | Time: 9464.06 ms [2022-04-12 00:20:01 main:574] : INFO : Epoch 1623 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 9871.65 ms [2022-04-12 00:20:11 main:574] : INFO : Epoch 1624 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 9747.09 ms [2022-04-12 00:20:20 main:574] : INFO : Epoch 1625 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 9560.09 ms [2022-04-12 00:20:30 main:574] : INFO : Epoch 1626 | loss: 0.0312458 | val_loss: 0.0312469 | Time: 9572.48 ms [2022-04-12 00:20:40 main:574] : INFO : Epoch 1627 | loss: 0.0312474 | val_loss: 0.031249 | Time: 9629.71 ms [2022-04-12 00:20:50 main:574] : INFO : Epoch 1628 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 9804.69 ms [2022-04-12 00:20:59 main:574] : INFO : Epoch 1629 | loss: 0.0312463 | val_loss: 0.0312473 | Time: 9545.46 ms [2022-04-12 00:21:09 main:574] : INFO : Epoch 1630 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 9628.68 ms [2022-04-12 00:21:18 main:574] : INFO : Epoch 1631 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 9609.15 ms [2022-04-12 00:21:28 main:574] : INFO : Epoch 1632 | loss: 0.0312459 | val_loss: 0.0312471 | Time: 9604.29 ms [2022-04-12 00:21:38 main:574] : INFO : Epoch 1633 | loss: 0.0312457 | val_loss: 0.0312473 | Time: 9691.32 ms [2022-04-12 00:21:48 main:574] : INFO : Epoch 1634 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 9884.7 ms [2022-04-12 00:21:57 main:574] : INFO : Epoch 1635 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 9545.66 ms [2022-04-12 00:22:07 main:574] : INFO : Epoch 1636 | loss: 0.0312479 | val_loss: 0.0312563 | Time: 9794.84 ms [2022-04-12 00:22:17 main:574] : INFO : Epoch 1637 | loss: 0.031253 | val_loss: 0.0312523 | Time: 9809.63 ms [2022-04-12 00:22:26 main:574] : INFO : Epoch 1638 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 9592.68 ms [2022-04-12 00:22:36 main:574] : INFO : Epoch 1639 | loss: 0.0312459 | val_loss: 0.031247 | Time: 9625.54 ms [2022-04-12 00:22:46 main:574] : INFO : Epoch 1640 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 9766.39 ms [2022-04-12 00:22:55 main:574] : INFO : Epoch 1641 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 9683.6 ms [2022-04-12 00:23:05 main:574] : INFO : Epoch 1642 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 9720.61 ms [2022-04-12 00:23:15 main:574] : INFO : Epoch 1643 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 9687.35 ms [2022-04-12 00:23:24 main:574] : INFO : Epoch 1644 | loss: 0.0312455 | val_loss: 0.0312466 | Time: 9471.49 ms [2022-04-12 00:23:34 main:574] : INFO : Epoch 1645 | loss: 0.0312475 | val_loss: 0.0312502 | Time: 9498.35 ms [2022-04-12 00:23:44 main:574] : INFO : Epoch 1646 | loss: 0.0312486 | val_loss: 0.0312464 | Time: 9735.64 ms [2022-04-12 00:23:53 main:574] : INFO : Epoch 1647 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 9640.42 ms [2022-04-12 00:24:03 main:574] : INFO : Epoch 1648 | loss: 0.0312452 | val_loss: 0.0312465 | Time: 9593.93 ms [2022-04-12 00:24:13 main:574] : INFO : Epoch 1649 | loss: 0.0312456 | val_loss: 0.0312465 | Time: 9707.51 ms [2022-04-12 00:24:23 main:574] : INFO : Epoch 1650 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 9983.01 ms [2022-04-12 00:24:32 main:574] : INFO : Epoch 1651 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 9607.75 ms [2022-04-12 00:24:42 main:574] : INFO : Epoch 1652 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 9641.46 ms [2022-04-12 00:24:52 main:574] : INFO : Epoch 1653 | loss: 0.0312479 | val_loss: 0.0312462 | Time: 9681.17 ms [2022-04-12 00:25:01 main:574] : INFO : Epoch 1654 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 9678.16 ms [2022-04-12 00:25:11 main:574] : INFO : Epoch 1655 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 9519.26 ms [2022-04-12 00:25:20 main:574] : INFO : Epoch 1656 | loss: 0.0312453 | val_loss: 0.0312481 | Time: 9628.38 ms [2022-04-12 00:25:30 main:574] : INFO : Epoch 1657 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 9540.88 ms [2022-04-12 00:25:40 main:574] : INFO : Epoch 1658 | loss: 0.0312453 | val_loss: 0.0312477 | Time: 9716.52 ms [2022-04-12 00:25:49 main:574] : INFO : Epoch 1659 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 9718.54 ms [2022-04-12 00:25:59 main:574] : INFO : Epoch 1660 | loss: 0.0312453 | val_loss: 0.0312466 | Time: 9631.97 ms [2022-04-12 00:26:09 main:574] : INFO : Epoch 1661 | loss: 0.0312459 | val_loss: 0.0312474 | Time: 9904.86 ms [2022-04-12 00:26:19 main:574] : INFO : Epoch 1662 | loss: 0.0312452 | val_loss: 0.0312479 | Time: 9787.71 ms [2022-04-12 00:26:29 main:574] : INFO : Epoch 1663 | loss: 0.031245 | val_loss: 0.0312495 | Time: 9680.43 ms [2022-04-12 00:26:38 main:574] : INFO : Epoch 1664 | loss: 0.0312455 | val_loss: 0.0312495 | Time: 9932.76 ms [2022-04-12 00:26:48 main:574] : INFO : Epoch 1665 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 9619.63 ms [2022-04-12 00:26:58 main:574] : INFO : Epoch 1666 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 9530.24 ms [2022-04-12 00:27:07 main:574] : INFO : Epoch 1667 | loss: 0.0312457 | val_loss: 0.031246 | Time: 9820.42 ms [2022-04-12 00:27:17 main:574] : INFO : Epoch 1668 | loss: 0.031245 | val_loss: 0.0312459 | Time: 9686.26 ms [2022-04-12 00:27:27 main:574] : INFO : Epoch 1669 | loss: 0.031245 | val_loss: 0.0312461 | Time: 9390.31 ms [2022-04-12 00:27:36 main:574] : INFO : Epoch 1670 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 9706.36 ms [2022-04-12 00:27:46 main:574] : INFO : Epoch 1671 | loss: 0.0312449 | val_loss: 0.0312468 | Time: 9513.24 ms [2022-04-12 00:27:55 main:574] : INFO : Epoch 1672 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 9586.04 ms [2022-04-12 00:28:05 main:574] : INFO : Epoch 1673 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 9671.67 ms [2022-04-12 00:28:15 main:574] : INFO : Epoch 1674 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 9699.3 ms [2022-04-12 00:28:24 main:574] : INFO : Epoch 1675 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 9424.53 ms [2022-04-12 00:28:34 main:574] : INFO : Epoch 1676 | loss: 0.0312462 | val_loss: 0.031246 | Time: 9552.07 ms [2022-04-12 00:28:43 main:574] : INFO : Epoch 1677 | loss: 0.0312453 | val_loss: 0.0312476 | Time: 9690.73 ms [2022-04-12 00:28:53 main:574] : INFO : Epoch 1678 | loss: 0.0312486 | val_loss: 0.031249 | Time: 9587.43 ms [2022-04-12 00:29:03 main:574] : INFO : Epoch 1679 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 9530.84 ms [2022-04-12 00:29:12 main:574] : INFO : Epoch 1680 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 9621.49 ms [2022-04-12 00:29:22 main:574] : INFO : Epoch 1681 | loss: 0.0312457 | val_loss: 0.0312471 | Time: 9653.95 ms [2022-04-12 00:29:32 main:574] : INFO : Epoch 1682 | loss: 0.0312456 | val_loss: 0.0312455 | Time: 9615.77 ms [2022-04-12 00:29:41 main:574] : INFO : Epoch 1683 | loss: 0.0312446 | val_loss: 0.0312474 | Time: 9658.91 ms [2022-04-12 00:29:51 main:574] : INFO : Epoch 1684 | loss: 0.0312479 | val_loss: 0.0312453 | Time: 9527.73 ms [2022-04-12 00:30:00 main:574] : INFO : Epoch 1685 | loss: 0.0312462 | val_loss: 0.0312492 | Time: 9548.4 ms [2022-04-12 00:30:10 main:574] : INFO : Epoch 1686 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 9670.14 ms [2022-04-12 00:30:20 main:574] : INFO : Epoch 1687 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 9499.37 ms [2022-04-12 00:30:29 main:574] : INFO : Epoch 1688 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 9402 ms [2022-04-12 00:30:39 main:574] : INFO : Epoch 1689 | loss: 0.0312448 | val_loss: 0.0312459 | Time: 9751.08 ms [2022-04-12 00:30:48 main:574] : INFO : Epoch 1690 | loss: 0.0312444 | val_loss: 0.031245 | Time: 9379.64 ms [2022-04-12 00:30:58 main:574] : INFO : Epoch 1691 | loss: 0.031247 | val_loss: 0.031247 | Time: 9673.05 ms [2022-04-12 00:31:07 main:574] : INFO : Epoch 1692 | loss: 0.0312538 | val_loss: 0.0312498 | Time: 9528.47 ms [2022-04-12 00:31:17 main:574] : INFO : Epoch 1693 | loss: 0.0329618 | val_loss: 0.0335267 | Time: 9555.83 ms [2022-04-12 00:31:26 main:574] : INFO : Epoch 1694 | loss: 0.039479 | val_loss: 0.0376978 | Time: 9557.4 ms [2022-04-12 00:31:36 main:574] : INFO : Epoch 1695 | loss: 0.0329014 | val_loss: 0.0315985 | Time: 9556.84 ms [2022-04-12 00:31:46 main:574] : INFO : Epoch 1696 | loss: 0.0314137 | val_loss: 0.0313032 | Time: 9716.95 ms [2022-04-12 00:31:55 main:574] : INFO : Epoch 1697 | loss: 0.0312798 | val_loss: 0.0312557 | Time: 9540.57 ms [2022-04-12 00:32:05 main:574] : INFO : Epoch 1698 | loss: 0.0312553 | val_loss: 0.031253 | Time: 9594.28 ms [2022-04-12 00:32:14 main:574] : INFO : Epoch 1699 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 9518.02 ms [2022-04-12 00:32:24 main:574] : INFO : Epoch 1700 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 9647.82 ms [2022-04-12 00:32:34 main:574] : INFO : Epoch 1701 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 9655.58 ms [2022-04-12 00:32:43 main:574] : INFO : Epoch 1702 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 9387.77 ms [2022-04-12 00:32:53 main:574] : INFO : Epoch 1703 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 9499.11 ms [2022-04-12 00:33:02 main:574] : INFO : Epoch 1704 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 9510.89 ms [2022-04-12 00:33:12 main:574] : INFO : Epoch 1705 | loss: 0.0312492 | val_loss: 0.031251 | Time: 9524.43 ms [2022-04-12 00:33:21 main:574] : INFO : Epoch 1706 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 9452.36 ms [2022-04-12 00:33:31 main:574] : INFO : Epoch 1707 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 9439.07 ms [2022-04-12 00:33:40 main:574] : INFO : Epoch 1708 | loss: 0.0312479 | val_loss: 0.031249 | Time: 9599.45 ms [2022-04-12 00:33:50 main:574] : INFO : Epoch 1709 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 9404.51 ms [2022-04-12 00:33:59 main:574] : INFO : Epoch 1710 | loss: 0.031248 | val_loss: 0.0312491 | Time: 9475.28 ms [2022-04-12 00:34:09 main:574] : INFO : Epoch 1711 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 9579.01 ms [2022-04-12 00:34:19 main:574] : INFO : Epoch 1712 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 10052.4 ms [2022-04-12 00:34:29 main:574] : INFO : Epoch 1713 | loss: 0.0312471 | val_loss: 0.031247 | Time: 10065.3 ms [2022-04-12 00:34:39 main:574] : INFO : Epoch 1714 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 10083.5 ms [2022-04-12 00:34:49 main:574] : INFO : Epoch 1715 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 9978.17 ms [2022-04-12 00:34:59 main:574] : INFO : Epoch 1716 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 9699.14 ms [2022-04-12 00:35:08 main:574] : INFO : Epoch 1717 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 9751.05 ms [2022-04-12 00:35:18 main:574] : INFO : Epoch 1718 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 9932.1 ms [2022-04-12 00:35:28 main:574] : INFO : Epoch 1719 | loss: 0.031246 | val_loss: 0.0312462 | Time: 9783.47 ms [2022-04-12 00:35:38 main:574] : INFO : Epoch 1720 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 10063.4 ms [2022-04-12 00:35:48 main:574] : INFO : Epoch 1721 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 10095.9 ms [2022-04-12 00:35:58 main:574] : INFO : Epoch 1722 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 9803.97 ms [2022-04-12 00:36:08 main:574] : INFO : Epoch 1723 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 9676.27 ms [2022-04-12 00:36:18 main:574] : INFO : Epoch 1724 | loss: 0.031245 | val_loss: 0.031246 | Time: 9985.37 ms [2022-04-12 00:36:28 main:574] : INFO : Epoch 1725 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 10010.6 ms [2022-04-12 00:36:38 main:574] : INFO : Epoch 1726 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 10101.8 ms [2022-04-12 00:36:48 main:574] : INFO : Epoch 1727 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 9896.31 ms [2022-04-12 00:36:58 main:574] : INFO : Epoch 1728 | loss: 0.0312446 | val_loss: 0.0312449 | Time: 9888.71 ms [2022-04-12 00:37:07 main:574] : INFO : Epoch 1729 | loss: 0.0312446 | val_loss: 0.0312449 | Time: 9471.02 ms [2022-04-12 00:37:17 main:574] : INFO : Epoch 1730 | loss: 0.0312443 | val_loss: 0.0312448 | Time: 9913.53 ms [2022-04-12 00:37:27 main:574] : INFO : Epoch 1731 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 9923.28 ms [2022-04-12 00:37:37 main:574] : INFO : Epoch 1732 | loss: 0.0312445 | val_loss: 0.031245 | Time: 10088.6 ms [2022-04-12 00:37:47 main:574] : INFO : Epoch 1733 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 10091.9 ms [2022-04-12 00:37:57 main:574] : INFO : Epoch 1734 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 9984.3 ms [2022-04-12 00:38:08 main:574] : INFO : Epoch 1735 | loss: 0.031244 | val_loss: 0.0312445 | Time: 10171.7 ms [2022-04-12 00:38:17 main:574] : INFO : Epoch 1736 | loss: 0.0312441 | val_loss: 0.0312448 | Time: 9876.65 ms [2022-04-12 00:38:27 main:574] : INFO : Epoch 1737 | loss: 0.0312443 | val_loss: 0.0312451 | Time: 9771.79 ms [2022-04-12 00:38:37 main:574] : INFO : Epoch 1738 | loss: 0.0312439 | val_loss: 0.0312446 | Time: 9897.56 ms [2022-04-12 00:38:47 main:574] : INFO : Epoch 1739 | loss: 0.0312451 | val_loss: 0.0312471 | Time: 10029.7 ms [2022-04-12 00:38:57 main:574] : INFO : Epoch 1740 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 9905.06 ms [2022-04-12 00:39:07 main:574] : INFO : Epoch 1741 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 10148.2 ms [2022-04-12 00:39:17 main:574] : INFO : Epoch 1742 | loss: 0.0312453 | val_loss: 0.031247 | Time: 9927.15 ms [2022-04-12 00:39:27 main:574] : INFO : Epoch 1743 | loss: 0.0312445 | val_loss: 0.0312446 | Time: 9848.72 ms [2022-04-12 00:39:37 main:574] : INFO : Epoch 1744 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 10031.7 ms [2022-04-12 00:39:47 main:574] : INFO : Epoch 1745 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 9932.46 ms [2022-04-12 00:39:57 main:574] : INFO : Epoch 1746 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 9919.42 ms [2022-04-12 00:40:07 main:574] : INFO : Epoch 1747 | loss: 0.031244 | val_loss: 0.0312443 | Time: 9743.68 ms [2022-04-12 00:40:17 main:574] : INFO : Epoch 1748 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 9840.06 ms [2022-04-12 00:40:26 main:574] : INFO : Epoch 1749 | loss: 0.0312445 | val_loss: 0.0312445 | Time: 9805.48 ms [2022-04-12 00:40:37 main:574] : INFO : Epoch 1750 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 10166.5 ms [2022-04-12 00:40:47 main:574] : INFO : Epoch 1751 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 9940.46 ms [2022-04-12 00:40:57 main:574] : INFO : Epoch 1752 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 9962.3 ms [2022-04-12 00:41:07 main:574] : INFO : Epoch 1753 | loss: 0.031244 | val_loss: 0.0312446 | Time: 9935.04 ms [2022-04-12 00:41:16 main:574] : INFO : Epoch 1754 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 9817.16 ms [2022-04-12 00:41:26 main:574] : INFO : Epoch 1755 | loss: 0.0312433 | val_loss: 0.0312443 | Time: 9755.33 ms [2022-04-12 00:41:36 main:574] : INFO : Epoch 1756 | loss: 0.0312431 | val_loss: 0.0312442 | Time: 9868.59 ms [2022-04-12 00:41:46 main:574] : INFO : Epoch 1757 | loss: 0.0312438 | val_loss: 0.0312467 | Time: 10181.3 ms [2022-04-12 00:41:56 main:574] : INFO : Epoch 1758 | loss: 0.031249 | val_loss: 0.0312483 | Time: 9872.33 ms [2022-04-12 00:42:06 main:574] : INFO : Epoch 1759 | loss: 0.0312498 | val_loss: 0.0312477 | Time: 10040.4 ms [2022-04-12 00:42:16 main:574] : INFO : Epoch 1760 | loss: 0.0312492 | val_loss: 0.0312482 | Time: 9919.6 ms [2022-04-12 00:42:26 main:574] : INFO : Epoch 1761 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 10043.9 ms [2022-04-12 00:42:36 main:574] : INFO : Epoch 1762 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 9509.08 ms [2022-04-12 00:42:46 main:574] : INFO : Epoch 1763 | loss: 0.0312498 | val_loss: 0.03125 | Time: 10083.9 ms [2022-04-12 00:42:56 main:574] : INFO : Epoch 1764 | loss: 0.03125 | val_loss: 0.0312494 | Time: 10130.2 ms [2022-04-12 00:43:06 main:574] : INFO : Epoch 1765 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 9983.89 ms [2022-04-12 00:43:16 main:574] : INFO : Epoch 1766 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 9986.73 ms [2022-04-12 00:43:26 main:574] : INFO : Epoch 1767 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 9942.44 ms [2022-04-12 00:43:36 main:574] : INFO : Epoch 1768 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 9851.61 ms [2022-04-12 00:43:46 main:574] : INFO : Epoch 1769 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 9939.33 ms [2022-04-12 00:43:56 main:574] : INFO : Epoch 1770 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 9997.03 ms [2022-04-12 00:44:06 main:574] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.0312491 | Time: 9986.13 ms [2022-04-12 00:44:16 main:574] : INFO : Epoch 1772 | loss: 0.0312487 | val_loss: 0.031248 | Time: 10067.2 ms [2022-04-12 00:44:25 main:574] : INFO : Epoch 1773 | loss: 0.0312481 | val_loss: 0.031248 | Time: 9470.46 ms [2022-04-12 00:44:35 main:574] : INFO : Epoch 1774 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 9544.08 ms [2022-04-12 00:44:45 main:574] : INFO : Epoch 1775 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 9756.24 ms [2022-04-12 00:44:54 main:574] : INFO : Epoch 1776 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 9705.44 ms [2022-04-12 00:45:04 main:574] : INFO : Epoch 1777 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 9753.38 ms [2022-04-12 00:45:14 main:574] : INFO : Epoch 1778 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 10230.8 ms [2022-04-12 00:45:24 main:574] : INFO : Epoch 1779 | loss: 0.0312483 | val_loss: 0.031248 | Time: 9786.81 ms [2022-04-12 00:45:34 main:574] : INFO : Epoch 1780 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 9850.08 ms [2022-04-12 00:45:44 main:574] : INFO : Epoch 1781 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 9949.02 ms [2022-04-12 00:45:54 main:574] : INFO : Epoch 1782 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 9905.05 ms [2022-04-12 00:46:04 main:574] : INFO : Epoch 1783 | loss: 0.031248 | val_loss: 0.0312489 | Time: 9784.06 ms [2022-04-12 00:46:13 main:574] : INFO : Epoch 1784 | loss: 0.0312483 | val_loss: 0.0312506 | Time: 9872.92 ms [2022-04-12 00:46:24 main:574] : INFO : Epoch 1785 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 10196.3 ms [2022-04-12 00:46:34 main:574] : INFO : Epoch 1786 | loss: 0.0312503 | val_loss: 0.03125 | Time: 9790.79 ms [2022-04-12 00:46:43 main:574] : INFO : Epoch 1787 | loss: 0.0312499 | val_loss: 0.031251 | Time: 9642.34 ms [2022-04-12 00:46:53 main:574] : INFO : Epoch 1788 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 9781.73 ms [2022-04-12 00:47:03 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.03125 | Time: 9896.55 ms [2022-04-12 00:47:13 main:574] : INFO : Epoch 1790 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 9866.37 ms [2022-04-12 00:47:23 main:574] : INFO : Epoch 1791 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 9841.39 ms [2022-04-12 00:47:32 main:574] : INFO : Epoch 1792 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 9852.5 ms [2022-04-12 00:47:42 main:574] : INFO : Epoch 1793 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 9947.16 ms [2022-04-12 00:47:52 main:574] : INFO : Epoch 1794 | loss: 0.0312503 | val_loss: 0.03125 | Time: 9829.93 ms [2022-04-12 00:48:03 main:574] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 10304.5 ms [2022-04-12 00:48:12 main:574] : INFO : Epoch 1796 | loss: 0.0312501 | val_loss: 0.03125 | Time: 9770.22 ms [2022-04-12 00:48:22 main:574] : INFO : Epoch 1797 | loss: 0.03125 | val_loss: 0.0312508 | Time: 9904.4 ms [2022-04-12 00:48:32 main:574] : INFO : Epoch 1798 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 9723.24 ms [2022-04-12 00:48:42 main:574] : INFO : Epoch 1799 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 9987.08 ms [2022-04-12 00:48:52 main:574] : INFO : Epoch 1800 | loss: 0.03125 | val_loss: 0.0312501 | Time: 9835.89 ms [2022-04-12 00:49:02 main:574] : INFO : Epoch 1801 | loss: 0.03125 | val_loss: 0.03125 | Time: 9905.05 ms [2022-04-12 00:49:11 main:574] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 9590.91 ms [2022-04-12 00:49:21 main:574] : INFO : Epoch 1803 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 9802.81 ms [2022-04-12 00:49:31 main:574] : INFO : Epoch 1804 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 10013.9 ms [2022-04-12 00:49:41 main:574] : INFO : Epoch 1805 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 9603.61 ms [2022-04-12 00:49:51 main:574] : INFO : Epoch 1806 | loss: 0.03125 | val_loss: 0.0312502 | Time: 9835.95 ms [2022-04-12 00:50:00 main:574] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312506 | Time: 9773.61 ms [2022-04-12 00:50:10 main:574] : INFO : Epoch 1808 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 9968.73 ms [2022-04-12 00:50:20 main:574] : INFO : Epoch 1809 | loss: 0.03125 | val_loss: 0.03125 | Time: 9680.72 ms [2022-04-12 00:50:30 main:574] : INFO : Epoch 1810 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 9753.34 ms [2022-04-12 00:50:40 main:574] : INFO : Epoch 1811 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 9823.67 ms [2022-04-12 00:50:50 main:574] : INFO : Epoch 1812 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 9755.58 ms [2022-04-12 00:50:59 main:574] : INFO : Epoch 1813 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 9789.75 ms [2022-04-12 00:51:09 main:574] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 9650.29 ms [2022-04-12 00:51:19 main:574] : INFO : Epoch 1815 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 9979.03 ms [2022-04-12 00:51:29 main:574] : INFO : Epoch 1816 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 9998.96 ms [2022-04-12 00:51:39 main:574] : INFO : Epoch 1817 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 9755.71 ms [2022-04-12 00:51:49 main:574] : INFO : Epoch 1818 | loss: 0.031251 | val_loss: 0.0312505 | Time: 9863.05 ms [2022-04-12 00:51:58 main:574] : INFO : Epoch 1819 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 9403.08 ms [2022-04-12 00:52:08 main:574] : INFO : Epoch 1820 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 9754.42 ms [2022-04-12 00:52:18 main:574] : INFO : Epoch 1821 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 9671.91 ms [2022-04-12 00:52:27 main:574] : INFO : Epoch 1822 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 9681.64 ms [2022-04-12 00:52:37 main:574] : INFO : Epoch 1823 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 9753.38 ms [2022-04-12 00:52:47 main:574] : INFO : Epoch 1824 | loss: 0.0312499 | val_loss: 0.03125 | Time: 9655.27 ms [2022-04-12 00:52:56 main:574] : INFO : Epoch 1825 | loss: 0.0312502 | val_loss: 0.03125 | Time: 9741.1 ms [2022-04-12 00:53:06 main:574] : INFO : Epoch 1826 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 9872.47 ms [2022-04-12 00:53:16 main:574] : INFO : Epoch 1827 | loss: 0.0312498 | val_loss: 0.03125 | Time: 9451.87 ms [2022-04-12 00:53:25 main:574] : INFO : Epoch 1828 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 9735.51 ms [2022-04-12 00:53:35 main:574] : INFO : Epoch 1829 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 9804.93 ms [2022-04-12 00:53:45 main:574] : INFO : Epoch 1830 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 9840.89 ms [2022-04-12 00:53:55 main:574] : INFO : Epoch 1831 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 9648.62 ms [2022-04-12 00:54:05 main:574] : INFO : Epoch 1832 | loss: 0.0312501 | val_loss: 0.0312527 | Time: 9824.31 ms [2022-04-12 00:54:15 main:574] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 9872.29 ms [2022-04-12 00:54:24 main:574] : INFO : Epoch 1834 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 9750.25 ms [2022-04-12 00:54:34 main:574] : INFO : Epoch 1835 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 9788.3 ms [2022-04-12 00:54:44 main:574] : INFO : Epoch 1836 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 9827.78 ms [2022-04-12 00:54:54 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.03125 | Time: 9808.07 ms [2022-04-12 00:55:03 main:574] : INFO : Epoch 1838 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 9601.34 ms [2022-04-12 00:55:13 main:574] : INFO : Epoch 1839 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 9666.11 ms [2022-04-12 00:55:23 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 10069.3 ms [2022-04-12 00:55:33 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 9753.34 ms [2022-04-12 00:55:43 main:574] : INFO : Epoch 1842 | loss: 0.0312507 | val_loss: 0.031252 | Time: 9817.63 ms [2022-04-12 00:55:53 main:574] : INFO : Epoch 1843 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 9834.2 ms [2022-04-12 00:56:02 main:574] : INFO : Epoch 1844 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 9736.48 ms [2022-04-12 00:56:12 main:574] : INFO : Epoch 1845 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 9690.77 ms [2022-04-12 00:56:22 main:574] : INFO : Epoch 1846 | loss: 0.0312508 | val_loss: 0.0312532 | Time: 9921.7 ms [2022-04-12 00:56:32 main:574] : INFO : Epoch 1847 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 9781.76 ms [2022-04-12 00:56:42 main:574] : INFO : Epoch 1848 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 10097.5 ms [2022-04-12 00:56:51 main:574] : INFO : Epoch 1849 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 9531.44 ms [2022-04-12 00:57:01 main:574] : INFO : Epoch 1850 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 9747.47 ms [2022-04-12 00:57:10 main:574] : INFO : Epoch 1851 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 9188.76 ms [2022-04-12 00:57:20 main:574] : INFO : Epoch 1852 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 9661.19 ms [2022-04-12 00:57:30 main:574] : INFO : Epoch 1853 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 9672.63 ms [2022-04-12 00:57:40 main:574] : INFO : Epoch 1854 | loss: 0.03125 | val_loss: 0.0312502 | Time: 9816.6 ms [2022-04-12 00:57:49 main:574] : INFO : Epoch 1855 | loss: 0.0312501 | val_loss: 0.03125 | Time: 9651.71 ms [2022-04-12 00:57:59 main:574] : INFO : Epoch 1856 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 9773.35 ms [2022-04-12 00:58:09 main:574] : INFO : Epoch 1857 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 9827.58 ms [2022-04-12 00:58:19 main:574] : INFO : Epoch 1858 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 9913.44 ms [2022-04-12 00:58:29 main:574] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 9825.69 ms [2022-04-12 00:58:39 main:574] : INFO : Epoch 1860 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 9864.45 ms [2022-04-12 00:58:48 main:574] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 9497.97 ms [2022-04-12 00:58:58 main:574] : INFO : Epoch 1862 | loss: 0.0312506 | val_loss: 0.031251 | Time: 9721 ms [2022-04-12 00:59:07 main:574] : INFO : Epoch 1863 | loss: 0.0312509 | val_loss: 0.03125 | Time: 9700.51 ms [2022-04-12 00:59:17 main:574] : INFO : Epoch 1864 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 9758.95 ms [2022-04-12 00:59:27 main:574] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 9942.51 ms [2022-04-12 00:59:37 main:574] : INFO : Epoch 1866 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 9712.12 ms [2022-04-12 00:59:47 main:574] : INFO : Epoch 1867 | loss: 0.0312512 | val_loss: 0.0312522 | Time: 10071.5 ms [2022-04-12 00:59:57 main:574] : INFO : Epoch 1868 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 9721.13 ms [2022-04-12 01:00:07 main:574] : INFO : Epoch 1869 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 9765.18 ms [2022-04-12 01:00:16 main:574] : INFO : Epoch 1870 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 9596.92 ms [2022-04-12 01:00:26 main:574] : INFO : Epoch 1871 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 9804.73 ms [2022-04-12 01:00:36 main:574] : INFO : Epoch 1872 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 9895.35 ms [2022-04-12 01:00:46 main:574] : INFO : Epoch 1873 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 9777.81 ms [2022-04-12 01:00:56 main:574] : INFO : Epoch 1874 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 9982.38 ms [2022-04-12 01:01:05 main:574] : INFO : Epoch 1875 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 9828.19 ms [2022-04-12 01:01:16 main:574] : INFO : Epoch 1876 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 10153.7 ms [2022-04-12 01:01:25 main:574] : INFO : Epoch 1877 | loss: 0.0312508 | val_loss: 0.03125 | Time: 9749.06 ms [2022-04-12 01:01:35 main:574] : INFO : Epoch 1878 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 9981.04 ms [2022-04-12 01:01:46 main:574] : INFO : Epoch 1879 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 10153 ms [2022-04-12 01:01:55 main:574] : INFO : Epoch 1880 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 9869.7 ms [2022-04-12 01:02:05 main:574] : INFO : Epoch 1881 | loss: 0.0312506 | val_loss: 0.031252 | Time: 9600.63 ms [2022-04-12 01:02:15 main:574] : INFO : Epoch 1882 | loss: 0.0312507 | val_loss: 0.03125 | Time: 9564.32 ms [2022-04-12 01:02:24 main:574] : INFO : Epoch 1883 | loss: 0.03125 | val_loss: 0.0312546 | Time: 9741.84 ms [2022-04-12 01:02:34 main:574] : INFO : Epoch 1884 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 9621.6 ms [2022-04-12 01:02:44 main:574] : INFO : Epoch 1885 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 9659.27 ms [2022-04-12 01:02:53 main:574] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312522 | Time: 9475.37 ms [2022-04-12 01:03:03 main:574] : INFO : Epoch 1887 | loss: 0.0312514 | val_loss: 0.0312526 | Time: 9796.08 ms [2022-04-12 01:03:13 main:574] : INFO : Epoch 1888 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 9669.89 ms [2022-04-12 01:03:23 main:574] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 9818.89 ms [2022-04-12 01:03:32 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.03125 | Time: 9714.84 ms [2022-04-12 01:03:42 main:574] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 9445.62 ms [2022-04-12 01:03:51 main:574] : INFO : Epoch 1892 | loss: 0.0312509 | val_loss: 0.0312533 | Time: 9783.31 ms [2022-04-12 01:04:01 main:574] : INFO : Epoch 1893 | loss: 0.0312514 | val_loss: 0.0312539 | Time: 9851.83 ms [2022-04-12 01:04:11 main:574] : INFO : Epoch 1894 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 9955 ms [2022-04-12 01:04:21 main:574] : INFO : Epoch 1895 | loss: 0.0312507 | val_loss: 0.03125 | Time: 9810.72 ms [2022-04-12 01:04:31 main:574] : INFO : Epoch 1896 | loss: 0.0312504 | val_loss: 0.031251 | Time: 9719.52 ms [2022-04-12 01:04:40 main:574] : INFO : Epoch 1897 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 9352.95 ms [2022-04-12 01:04:50 main:574] : INFO : Epoch 1898 | loss: 0.0312501 | val_loss: 0.03125 | Time: 9529.33 ms [2022-04-12 01:04:59 main:574] : INFO : Epoch 1899 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 9597.3 ms [2022-04-12 01:05:09 main:574] : INFO : Epoch 1900 | loss: 0.031251 | val_loss: 0.03125 | Time: 9808.11 ms [2022-04-12 01:05:19 main:574] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 9857.85 ms [2022-04-12 01:05:29 main:574] : INFO : Epoch 1902 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 9720.6 ms [2022-04-12 01:05:39 main:574] : INFO : Epoch 1903 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 9764.9 ms [2022-04-12 01:05:48 main:574] : INFO : Epoch 1904 | loss: 0.0312508 | val_loss: 0.03125 | Time: 9875.86 ms [2022-04-12 01:05:58 main:574] : INFO : Epoch 1905 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 9633.76 ms [2022-04-12 01:06:08 main:574] : INFO : Epoch 1906 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 9453.59 ms [2022-04-12 01:06:17 main:574] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 9779.35 ms [2022-04-12 01:06:27 main:574] : INFO : Epoch 1908 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 9748.88 ms [2022-04-12 01:06:37 main:574] : INFO : Epoch 1909 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 10031.6 ms [2022-04-12 01:06:47 main:574] : INFO : Epoch 1910 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 9725.32 ms [2022-04-12 01:06:57 main:574] : INFO : Epoch 1911 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 9615.55 ms [2022-04-12 01:07:06 main:574] : INFO : Epoch 1912 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 9734.38 ms [2022-04-12 01:07:16 main:574] : INFO : Epoch 1913 | loss: 0.0312504 | val_loss: 0.03125 | Time: 9913.67 ms [2022-04-12 01:07:26 main:574] : INFO : Epoch 1914 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 9895.77 ms [2022-04-12 01:07:36 main:574] : INFO : Epoch 1915 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 9746.25 ms [2022-04-12 01:07:46 main:574] : INFO : Epoch 1916 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 9896.76 ms [2022-04-12 01:07:56 main:574] : INFO : Epoch 1917 | loss: 0.03125 | val_loss: 0.0312499 | Time: 10003.7 ms [2022-04-12 01:08:06 main:574] : INFO : Epoch 1918 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 9899.69 ms [2022-04-12 01:08:16 main:574] : INFO : Epoch 1919 | loss: 0.0312501 | val_loss: 0.03125 | Time: 10087.5 ms [2022-04-12 01:08:26 main:574] : INFO : Epoch 1920 | loss: 0.0312505 | val_loss: 0.0312534 | Time: 9795.11 ms [2022-04-12 01:08:36 main:574] : INFO : Epoch 1921 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 10073.5 ms [2022-04-12 01:08:46 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312505 | Time: 9987.84 ms [2022-04-12 01:08:56 main:574] : INFO : Epoch 1923 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 10025.5 ms [2022-04-12 01:09:06 main:574] : INFO : Epoch 1924 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 9840.42 ms [2022-04-12 01:09:16 main:574] : INFO : Epoch 1925 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 10062.2 ms [2022-04-12 01:09:26 main:574] : INFO : Epoch 1926 | loss: 0.03125 | val_loss: 0.0312501 | Time: 9872.25 ms [2022-04-12 01:09:36 main:574] : INFO : Epoch 1927 | loss: 0.0312505 | val_loss: 0.0312528 | Time: 9952.56 ms [2022-04-12 01:09:45 main:574] : INFO : Epoch 1928 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 9564.24 ms [2022-04-12 01:09:55 main:574] : INFO : Epoch 1929 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 9636.8 ms [2022-04-12 01:10:04 main:574] : INFO : Epoch 1930 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 9334.69 ms [2022-04-12 01:10:14 main:574] : INFO : Epoch 1931 | loss: 0.0312501 | val_loss: 0.03125 | Time: 9648.69 ms [2022-04-12 01:10:24 main:574] : INFO : Epoch 1932 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 9899.62 ms [2022-04-12 01:10:33 main:574] : INFO : Epoch 1933 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 9763.43 ms [2022-04-12 01:10:43 main:574] : INFO : Epoch 1934 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 9870.47 ms [2022-04-12 01:10:53 main:574] : INFO : Epoch 1935 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 10031 ms [2022-04-12 01:11:03 main:574] : INFO : Epoch 1936 | loss: 0.0312501 | val_loss: 0.03125 | Time: 9900.18 ms [2022-04-12 01:11:13 main:574] : INFO : Epoch 1937 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 9967.25 ms [2022-04-12 01:11:23 main:574] : INFO : Epoch 1938 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 9419.17 ms [2022-04-12 01:11:33 main:574] : INFO : Epoch 1939 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 9770.23 ms [2022-04-12 01:11:42 main:574] : INFO : Epoch 1940 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 9634.39 ms [2022-04-12 01:11:52 main:574] : INFO : Epoch 1941 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 9827.27 ms [2022-04-12 01:12:02 main:574] : INFO : Epoch 1942 | loss: 0.031251 | val_loss: 0.0312506 | Time: 9939.68 ms [2022-04-12 01:12:12 main:574] : INFO : Epoch 1943 | loss: 0.0312506 | val_loss: 0.03125 | Time: 9776.14 ms [2022-04-12 01:12:22 main:574] : INFO : Epoch 1944 | loss: 0.03125 | val_loss: 0.0312499 | Time: 10046 ms [2022-04-12 01:12:32 main:574] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 9707.22 ms [2022-04-12 01:12:41 main:574] : INFO : Epoch 1946 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 9969.26 ms [2022-04-12 01:12:52 main:574] : INFO : Epoch 1947 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 10134.5 ms [2022-04-12 01:13:02 main:574] : INFO : Epoch 1948 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 10115 ms [2022-04-12 01:13:12 main:574] : INFO : Epoch 1949 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 9996.27 ms [2022-04-12 01:13:22 main:574] : INFO : Epoch 1950 | loss: 0.031252 | val_loss: 0.0312539 | Time: 9843.5 ms [2022-04-12 01:13:31 main:574] : INFO : Epoch 1951 | loss: 0.0312517 | val_loss: 0.0312512 | Time: 9807 ms [2022-04-12 01:13:42 main:574] : INFO : Epoch 1952 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 10065.1 ms [2022-04-12 01:13:51 main:574] : INFO : Epoch 1953 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 9703.89 ms [2022-04-12 01:14:01 main:574] : INFO : Epoch 1954 | loss: 0.0312512 | val_loss: 0.0312541 | Time: 9917.79 ms [2022-04-12 01:14:11 main:574] : INFO : Epoch 1955 | loss: 0.031251 | val_loss: 0.0312511 | Time: 9777.39 ms [2022-04-12 01:14:21 main:574] : INFO : Epoch 1956 | loss: 0.0312508 | val_loss: 0.03125 | Time: 10002.8 ms [2022-04-12 01:14:30 main:574] : INFO : Epoch 1957 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 9348.57 ms [2022-04-12 01:14:40 main:574] : INFO : Epoch 1958 | loss: 0.03125 | val_loss: 0.0312498 | Time: 9415.82 ms [2022-04-12 01:14:49 main:574] : INFO : Epoch 1959 | loss: 0.03125 | val_loss: 0.0312509 | Time: 9545.84 ms [2022-04-12 01:14:59 main:574] : INFO : Epoch 1960 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 9870.5 ms [2022-04-12 01:15:09 main:574] : INFO : Epoch 1961 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 9925 ms [2022-04-12 01:15:19 main:574] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 9869.45 ms [2022-04-12 01:15:29 main:574] : INFO : Epoch 1963 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 9444.81 ms [2022-04-12 01:15:38 main:574] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 9787.89 ms [2022-04-12 01:15:48 main:574] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.0312498 | Time: 9991.11 ms [2022-04-12 01:15:58 main:574] : INFO : Epoch 1966 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 9873.24 ms [2022-04-12 01:16:08 main:574] : INFO : Epoch 1967 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 9928.6 ms [2022-04-12 01:16:18 main:574] : INFO : Epoch 1968 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 9987.53 ms [2022-04-12 01:16:28 main:574] : INFO : Epoch 1969 | loss: 0.03125 | val_loss: 0.0312516 | Time: 10069.1 ms [2022-04-12 01:16:38 main:574] : INFO : Epoch 1970 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 9926.17 ms [2022-04-12 01:16:48 main:574] : INFO : Epoch 1971 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 9674.17 ms [2022-04-12 01:16:58 main:574] : INFO : Epoch 1972 | loss: 0.0312505 | val_loss: 0.03125 | Time: 9991.53 ms [2022-04-12 01:17:08 main:574] : INFO : Epoch 1973 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 9662.33 ms [2022-04-12 01:17:17 main:574] : INFO : Epoch 1974 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 9783.86 ms [2022-04-12 01:17:27 main:574] : INFO : Epoch 1975 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 9751.7 ms [2022-04-12 01:17:37 main:574] : INFO : Epoch 1976 | loss: 0.03125 | val_loss: 0.0312499 | Time: 9757.05 ms [2022-04-12 01:17:47 main:574] : INFO : Epoch 1977 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 10132.6 ms [2022-04-12 01:17:57 main:574] : INFO : Epoch 1978 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 9526.63 ms [2022-04-12 01:18:06 main:574] : INFO : Epoch 1979 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 9848.2 ms [2022-04-12 01:18:17 main:574] : INFO : Epoch 1980 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 10135.2 ms [2022-04-12 01:18:26 main:574] : INFO : Epoch 1981 | loss: 0.031252 | val_loss: 0.0312514 | Time: 9947.66 ms [2022-04-12 01:18:36 main:574] : INFO : Epoch 1982 | loss: 0.0312521 | val_loss: 0.0312527 | Time: 9997.56 ms [2022-04-12 01:18:47 main:574] : INFO : Epoch 1983 | loss: 0.0312518 | val_loss: 0.0312499 | Time: 10025.2 ms [2022-04-12 01:18:57 main:574] : INFO : Epoch 1984 | loss: 0.031251 | val_loss: 0.0312536 | Time: 9978.43 ms [2022-04-12 01:19:07 main:574] : INFO : Epoch 1985 | loss: 0.0312511 | val_loss: 0.0312526 | Time: 10057 ms [2022-04-12 01:19:17 main:574] : INFO : Epoch 1986 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 9906.23 ms [2022-04-12 01:19:26 main:574] : INFO : Epoch 1987 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 9426.4 ms [2022-04-12 01:19:35 main:574] : INFO : Epoch 1988 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 9490.89 ms [2022-04-12 01:19:45 main:574] : INFO : Epoch 1989 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 9675.6 ms [2022-04-12 01:19:55 main:574] : INFO : Epoch 1990 | loss: 0.03125 | val_loss: 0.0312502 | Time: 9875.9 ms [2022-04-12 01:20:05 main:574] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 9745.56 ms [2022-04-12 01:20:14 main:574] : INFO : Epoch 1992 | loss: 0.0312497 | val_loss: 0.03125 | Time: 9559.71 ms [2022-04-12 01:20:24 main:574] : INFO : Epoch 1993 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 9739.07 ms [2022-04-12 01:20:34 main:574] : INFO : Epoch 1994 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 9729.13 ms [2022-04-12 01:20:44 main:574] : INFO : Epoch 1995 | loss: 0.0312521 | val_loss: 0.0312501 | Time: 9694.56 ms [2022-04-12 01:20:53 main:574] : INFO : Epoch 1996 | loss: 0.031252 | val_loss: 0.0312528 | Time: 9429.57 ms [2022-04-12 01:21:02 main:574] : INFO : Epoch 1997 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 9398.32 ms [2022-04-12 01:21:12 main:574] : INFO : Epoch 1998 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 9640.83 ms [2022-04-12 01:21:22 main:574] : INFO : Epoch 1999 | loss: 0.0312502 | val_loss: 0.03125 | Time: 9607.21 ms [2022-04-12 01:21:31 main:574] : INFO : Epoch 2000 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 9568.5 ms [2022-04-12 01:21:41 main:574] : INFO : Epoch 2001 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 9790.77 ms [2022-04-12 01:21:51 main:574] : INFO : Epoch 2002 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 9797.64 ms [2022-04-12 01:22:01 main:574] : INFO : Epoch 2003 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 9664.94 ms [2022-04-12 01:22:10 main:574] : INFO : Epoch 2004 | loss: 0.0312501 | val_loss: 0.031251 | Time: 9395.6 ms [2022-04-12 01:22:20 main:574] : INFO : Epoch 2005 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 9834.87 ms [2022-04-12 01:22:30 main:574] : INFO : Epoch 2006 | loss: 0.0312505 | val_loss: 0.0312524 | Time: 9788.23 ms [2022-04-12 01:22:39 main:574] : INFO : Epoch 2007 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 9760.03 ms [2022-04-12 01:22:49 main:574] : INFO : Epoch 2008 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 9618.13 ms [2022-04-12 01:22:59 main:574] : INFO : Epoch 2009 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 9873.21 ms [2022-04-12 01:23:09 main:574] : INFO : Epoch 2010 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 10057.6 ms [2022-04-12 01:23:19 main:574] : INFO : Epoch 2011 | loss: 0.0312505 | val_loss: 0.031251 | Time: 9916.19 ms [2022-04-12 01:23:29 main:574] : INFO : Epoch 2012 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 9793.38 ms [2022-04-12 01:23:39 main:574] : INFO : Epoch 2013 | loss: 0.031251 | val_loss: 0.0312505 | Time: 9820.85 ms [2022-04-12 01:23:48 main:574] : INFO : Epoch 2014 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 9338.64 ms [2022-04-12 01:23:57 main:574] : INFO : Epoch 2015 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 9506.4 ms [2022-04-12 01:24:07 main:574] : INFO : Epoch 2016 | loss: 0.0312501 | val_loss: 0.03125 | Time: 9679.49 ms [2022-04-12 01:24:17 main:574] : INFO : Epoch 2017 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 9772.14 ms [2022-04-12 01:24:27 main:574] : INFO : Epoch 2018 | loss: 0.0312511 | val_loss: 0.031251 | Time: 9794.85 ms [2022-04-12 01:24:37 main:574] : INFO : Epoch 2019 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 9922.95 ms [2022-04-12 01:24:46 main:574] : INFO : Epoch 2020 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 9701.01 ms [2022-04-12 01:24:56 main:574] : INFO : Epoch 2021 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 9441.76 ms [2022-04-12 01:25:06 main:574] : INFO : Epoch 2022 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 9812.34 ms [2022-04-12 01:25:16 main:574] : INFO : Epoch 2023 | loss: 0.0312503 | val_loss: 0.03125 | Time: 9846.64 ms [2022-04-12 01:25:26 main:574] : INFO : Epoch 2024 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 10013.4 ms [2022-04-12 01:25:35 main:574] : INFO : Epoch 2025 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 9859.37 ms [2022-04-12 01:25:45 main:574] : INFO : Epoch 2026 | loss: 0.03125 | val_loss: 0.0312501 | Time: 9703.64 ms [2022-04-12 01:25:55 main:574] : INFO : Epoch 2027 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 9793.81 ms [2022-04-12 01:26:05 main:574] : INFO : Epoch 2028 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 9936.44 ms [2022-04-12 01:26:15 main:574] : INFO : Epoch 2029 | loss: 0.031251 | val_loss: 0.0312508 | Time: 9727.91 ms [2022-04-12 01:26:24 main:574] : INFO : Epoch 2030 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 9744.08 ms [2022-04-12 01:26:34 main:574] : INFO : Epoch 2031 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 9764.08 ms [2022-04-12 01:26:44 main:574] : INFO : Epoch 2032 | loss: 0.0312519 | val_loss: 0.0312526 | Time: 9641.15 ms [2022-04-12 01:26:54 main:574] : INFO : Epoch 2033 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 9776.59 ms [2022-04-12 01:27:03 main:574] : INFO : Epoch 2034 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 9585.66 ms [2022-04-12 01:27:13 main:574] : INFO : Epoch 2035 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 9699.89 ms [2022-04-12 01:27:23 main:574] : INFO : Epoch 2036 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 9848.2 ms [2022-04-12 01:27:33 main:574] : INFO : Epoch 2037 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 9726.06 ms [2022-04-12 01:27:42 main:574] : INFO : Epoch 2038 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 9663.74 ms [2022-04-12 01:27:52 main:574] : INFO : Epoch 2039 | loss: 0.0312504 | val_loss: 0.03125 | Time: 10032.9 ms [2022-04-12 01:28:02 main:574] : INFO : Epoch 2040 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 9745.85 ms [2022-04-12 01:28:12 main:574] : INFO : Epoch 2041 | loss: 0.03125 | val_loss: 0.03125 | Time: 10031.9 ms [2022-04-12 01:28:22 main:574] : INFO : Epoch 2042 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 9694.23 ms [2022-04-12 01:28:32 main:574] : INFO : Epoch 2043 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 9831.23 ms [2022-04-12 01:28:42 main:574] : INFO : Epoch 2044 | loss: 0.0312502 | val_loss: 0.031252 | Time: 10010.9 ms [2022-04-12 01:28:51 main:574] : INFO : Epoch 2045 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 9875.84 ms [2022-04-12 01:29:02 main:574] : INFO : Epoch 2046 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 10107.9 ms [2022-04-12 01:29:12 main:574] : INFO : Epoch 2047 | loss: 0.0312521 | val_loss: 0.0312532 | Time: 9897.31 ms [2022-04-12 01:29:21 main:574] : INFO : Epoch 2048 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 9902.21 ms [2022-04-12 01:29:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312499 [2022-04-12 01:29:21 main:603] : INFO : Saving end state to config to file [2022-04-12 01:29:21 main:608] : INFO : Success, exiting.. 01:29:21 (8432): 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)