Task 14619641
| Name | ParityModified-1647048089-25983-2-0_2 |
| Workunit | 11343852 |
| Created | 13 Apr 2022, 20:56:56 UTC |
| Sent | 13 Apr 2022, 20:58:09 UTC |
| Report deadline | 21 Apr 2022, 20:58:09 UTC |
| Received | 14 Apr 2022, 2:22:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19675 |
| Run time | 3 hours 38 min 49 sec |
| CPU time | 2 hours 53 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,867.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 13 20:27:28 main:574] : INFO : Epoch 1542 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 6694.76 ms [2022-04-13 20:27:34 main:574] : INFO : Epoch 1543 | loss: 0.0312502 | val_loss: 0.031249 | Time: 6230.41 ms [2022-04-13 20:27:41 main:574] : INFO : Epoch 1544 | loss: 0.0312514 | val_loss: 0.0312491 | Time: 6568.68 ms [2022-04-13 20:27:48 main:574] : INFO : Epoch 1545 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 6663.54 ms [2022-04-13 20:27:54 main:574] : INFO : Epoch 1546 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 6517.7 ms [2022-04-13 20:28:01 main:574] : INFO : Epoch 1547 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 6415.54 ms [2022-04-13 20:28:07 main:574] : INFO : Epoch 1548 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 6647.59 ms [2022-04-13 20:28:14 main:574] : INFO : Epoch 1549 | loss: 0.0312501 | val_loss: 0.031249 | Time: 6736.16 ms [2022-04-13 20:28:20 main:574] : INFO : Epoch 1550 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 6571.43 ms [2022-04-13 20:28:27 main:574] : INFO : Epoch 1551 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6596.61 ms [2022-04-13 20:28:33 main:574] : INFO : Epoch 1552 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6083.56 ms [2022-04-13 20:28:40 main:574] : INFO : Epoch 1553 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6434.82 ms [2022-04-13 20:28:47 main:574] : INFO : Epoch 1554 | loss: 0.03125 | val_loss: 0.031249 | Time: 7011.65 ms [2022-04-13 20:28:53 main:574] : INFO : Epoch 1555 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 6758.46 ms [2022-04-13 20:29:00 main:574] : INFO : Epoch 1556 | loss: 0.0312498 | val_loss: 0.031249 | Time: 6292.43 ms [2022-04-13 20:29:06 main:574] : INFO : Epoch 1557 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 6336.32 ms [2022-04-13 20:29:12 main:574] : INFO : Epoch 1558 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6433.38 ms [2022-04-13 20:29:19 main:574] : INFO : Epoch 1559 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 6545.52 ms [2022-04-13 20:29:26 main:574] : INFO : Epoch 1560 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 6825.81 ms [2022-04-13 20:29:32 main:574] : INFO : Epoch 1561 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6292.11 ms [2022-04-13 20:29:38 main:574] : INFO : Epoch 1562 | loss: 0.0312497 | val_loss: 0.031251 | Time: 6054.97 ms [2022-04-13 20:29:45 main:574] : INFO : Epoch 1563 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 6553.3 ms [2022-04-13 20:29:51 main:574] : INFO : Epoch 1564 | loss: 0.0312494 | val_loss: 0.031249 | Time: 6729.95 ms [2022-04-13 20:29:58 main:574] : INFO : Epoch 1565 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 6653.46 ms [2022-04-13 20:30:05 main:574] : INFO : Epoch 1566 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 6738.02 ms [2022-04-13 20:30:11 main:574] : INFO : Epoch 1567 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 6498.41 ms [2022-04-13 20:30:18 main:574] : INFO : Epoch 1568 | loss: 0.0312501 | val_loss: 0.0312487 | Time: 6619.43 ms [2022-04-13 20:30:25 main:574] : INFO : Epoch 1569 | loss: 0.0312496 | val_loss: 0.031249 | Time: 6554.63 ms [2022-04-13 20:30:31 main:574] : INFO : Epoch 1570 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 6665.8 ms [2022-04-13 20:30:38 main:574] : INFO : Epoch 1571 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 6391.89 ms [2022-04-13 20:30:44 main:574] : INFO : Epoch 1572 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 6483.39 ms [2022-04-13 20:30:50 main:574] : INFO : Epoch 1573 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 6340.74 ms [2022-04-13 20:30:57 main:574] : INFO : Epoch 1574 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 6369.94 ms [2022-04-13 20:31:03 main:574] : INFO : Epoch 1575 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 6258.06 ms [2022-04-13 20:31:09 main:574] : INFO : Epoch 1576 | loss: 0.03125 | val_loss: 0.0312488 | Time: 6185.41 ms [2022-04-13 20:31:15 main:574] : INFO : Epoch 1577 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 6166.59 ms [2022-04-13 20:31:22 main:574] : INFO : Epoch 1578 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 6477.56 ms [2022-04-13 20:31:28 main:574] : INFO : Epoch 1579 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 6594.89 ms [2022-04-13 20:31:35 main:574] : INFO : Epoch 1580 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 6250.54 ms [2022-04-13 20:31:41 main:574] : INFO : Epoch 1581 | loss: 0.031251 | val_loss: 0.0312493 | Time: 6055.48 ms [2022-04-13 20:31:47 main:574] : INFO : Epoch 1582 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 6205.54 ms [2022-04-13 20:31:54 main:574] : INFO : Epoch 1583 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 6584.52 ms [2022-04-13 20:32:00 main:574] : INFO : Epoch 1584 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 6582.93 ms [2022-04-13 20:32:06 main:574] : INFO : Epoch 1585 | loss: 0.0312493 | val_loss: 0.031249 | Time: 6148.7 ms [2022-04-13 20:32:13 main:574] : INFO : Epoch 1586 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6235.25 ms [2022-04-13 20:32:19 main:574] : INFO : Epoch 1587 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 6457.18 ms [2022-04-13 20:32:25 main:574] : INFO : Epoch 1588 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 6417.44 ms [2022-04-13 20:32:32 main:574] : INFO : Epoch 1589 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 6408.61 ms [2022-04-13 20:32:38 main:574] : INFO : Epoch 1590 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 6331.32 ms [2022-04-13 20:32:44 main:574] : INFO : Epoch 1591 | loss: 0.031251 | val_loss: 0.0312495 | Time: 6191.35 ms [2022-04-13 20:32:51 main:574] : INFO : Epoch 1592 | loss: 0.0312513 | val_loss: 0.031251 | Time: 6468.56 ms [2022-04-13 20:32:57 main:574] : INFO : Epoch 1593 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 6558.09 ms [2022-04-13 20:33:04 main:574] : INFO : Epoch 1594 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 6235.15 ms [2022-04-13 20:33:10 main:574] : INFO : Epoch 1595 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 6498.82 ms [2022-04-13 20:33:17 main:574] : INFO : Epoch 1596 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 6480.11 ms [2022-04-13 20:33:23 main:574] : INFO : Epoch 1597 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6502.33 ms [2022-04-13 20:33:30 main:574] : INFO : Epoch 1598 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 6707.24 ms [2022-04-13 20:33:36 main:574] : INFO : Epoch 1599 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 6341.15 ms [2022-04-13 20:33:42 main:574] : INFO : Epoch 1600 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 6122.14 ms [2022-04-13 20:33:49 main:574] : INFO : Epoch 1601 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 6335.22 ms [2022-04-13 20:33:55 main:574] : INFO : Epoch 1602 | loss: 0.0312504 | val_loss: 0.0312491 | Time: 6455.91 ms [2022-04-13 20:34:01 main:574] : INFO : Epoch 1603 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 6254.12 ms [2022-04-13 20:34:08 main:574] : INFO : Epoch 1604 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 6208.35 ms [2022-04-13 20:34:14 main:574] : INFO : Epoch 1605 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 6164.48 ms [2022-04-13 20:34:20 main:574] : INFO : Epoch 1606 | loss: 0.0312503 | val_loss: 0.031249 | Time: 6509.16 ms [2022-04-13 20:34:27 main:574] : INFO : Epoch 1607 | loss: 0.03125 | val_loss: 0.031249 | Time: 6773.74 ms [2022-04-13 20:34:33 main:574] : INFO : Epoch 1608 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6404.84 ms [2022-04-13 20:34:40 main:574] : INFO : Epoch 1609 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 6155.7 ms [2022-04-13 20:34:46 main:574] : INFO : Epoch 1610 | loss: 0.03125 | val_loss: 0.0312501 | Time: 6247.36 ms [2022-04-13 20:34:52 main:574] : INFO : Epoch 1611 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 6342.67 ms [2022-04-13 20:34:59 main:574] : INFO : Epoch 1612 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 6464.81 ms [2022-04-13 20:35:05 main:574] : INFO : Epoch 1613 | loss: 0.0312494 | val_loss: 0.031249 | Time: 6478.62 ms [2022-04-13 20:35:11 main:574] : INFO : Epoch 1614 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 6151.56 ms [2022-04-13 20:35:17 main:574] : INFO : Epoch 1615 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 6196.72 ms [2022-04-13 20:35:24 main:574] : INFO : Epoch 1616 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 6970.88 ms [2022-04-13 20:35:31 main:574] : INFO : Epoch 1617 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 6428.08 ms [2022-04-13 20:35:37 main:574] : INFO : Epoch 1618 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 6346.1 ms [2022-04-13 20:35:44 main:574] : INFO : Epoch 1619 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 6441.29 ms [2022-04-13 20:35:50 main:574] : INFO : Epoch 1620 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6302.32 ms [2022-04-13 20:35:56 main:574] : INFO : Epoch 1621 | loss: 0.0312501 | val_loss: 0.031249 | Time: 6354.15 ms [2022-04-13 20:36:03 main:574] : INFO : Epoch 1622 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6586.22 ms [2022-04-13 20:36:09 main:574] : INFO : Epoch 1623 | loss: 0.0312502 | val_loss: 0.0312541 | Time: 6023.14 ms [2022-04-13 20:36:15 main:574] : INFO : Epoch 1624 | loss: 0.0312534 | val_loss: 0.0312489 | Time: 6130.52 ms [2022-04-13 20:36:22 main:574] : INFO : Epoch 1625 | loss: 0.0312526 | val_loss: 0.0312506 | Time: 6551.2 ms [2022-04-13 20:36:28 main:574] : INFO : Epoch 1626 | loss: 0.0312512 | val_loss: 0.0312495 | Time: 6808.58 ms [2022-04-13 20:36:35 main:574] : INFO : Epoch 1627 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 6511.67 ms [2022-04-13 20:36:41 main:574] : INFO : Epoch 1628 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 6134.61 ms [2022-04-13 20:36:47 main:574] : INFO : Epoch 1629 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6122.66 ms [2022-04-13 20:36:54 main:574] : INFO : Epoch 1630 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 6430.63 ms [2022-04-13 20:37:00 main:574] : INFO : Epoch 1631 | loss: 0.0312495 | val_loss: 0.0312518 | Time: 6234.41 ms [2022-04-13 20:37:06 main:574] : INFO : Epoch 1632 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 6125.63 ms [2022-04-13 20:37:12 main:574] : INFO : Epoch 1633 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 5987.79 ms [2022-04-13 20:37:18 main:574] : INFO : Epoch 1634 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6241.12 ms [2022-04-13 20:37:25 main:574] : INFO : Epoch 1635 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6587.02 ms [2022-04-13 20:37:31 main:574] : INFO : Epoch 1636 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 6609.27 ms [2022-04-13 20:37:38 main:574] : INFO : Epoch 1637 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 6348.84 ms [2022-04-13 20:37:44 main:574] : INFO : Epoch 1638 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 6172.86 ms [2022-04-13 20:37:50 main:574] : INFO : Epoch 1639 | loss: 0.0312506 | val_loss: 0.031249 | Time: 6503.16 ms [2022-04-13 20:37:57 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.03125 | Time: 6769.57 ms [2022-04-13 20:38:04 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 6689.26 ms [2022-04-13 20:38:10 main:574] : INFO : Epoch 1642 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 6225.43 ms [2022-04-13 20:38:16 main:574] : INFO : Epoch 1643 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 6257.06 ms [2022-04-13 20:38:23 main:574] : INFO : Epoch 1644 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 6361 ms [2022-04-13 20:38:30 main:574] : INFO : Epoch 1645 | loss: 0.0312512 | val_loss: 0.0312531 | Time: 6905.95 ms [2022-04-13 20:38:37 main:574] : INFO : Epoch 1646 | loss: 0.0312508 | val_loss: 0.0312532 | Time: 6928.41 ms [2022-04-13 20:38:43 main:574] : INFO : Epoch 1647 | loss: 0.0312517 | val_loss: 0.031249 | Time: 6080.7 ms [2022-04-13 20:38:49 main:574] : INFO : Epoch 1648 | loss: 0.0312508 | val_loss: 0.0312539 | Time: 6482.74 ms [2022-04-13 20:38:56 main:574] : INFO : Epoch 1649 | loss: 0.0312508 | val_loss: 0.0312485 | Time: 6784.19 ms [2022-04-13 20:39:02 main:574] : INFO : Epoch 1650 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 6524.82 ms [2022-04-13 20:39:09 main:574] : INFO : Epoch 1651 | loss: 0.0312496 | val_loss: 0.0312554 | Time: 6407.49 ms [2022-04-13 20:39:15 main:574] : INFO : Epoch 1652 | loss: 0.031251 | val_loss: 0.0312487 | Time: 6261.65 ms [2022-04-13 20:39:21 main:574] : INFO : Epoch 1653 | loss: 0.0312499 | val_loss: 0.031249 | Time: 6137.48 ms [2022-04-13 20:39:28 main:574] : INFO : Epoch 1654 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 6412.34 ms [2022-04-13 20:39:34 main:574] : INFO : Epoch 1655 | loss: 0.0312516 | val_loss: 0.0312529 | Time: 6689.87 ms [2022-04-13 20:39:41 main:574] : INFO : Epoch 1656 | loss: 0.0312516 | val_loss: 0.0312493 | Time: 6837.71 ms [2022-04-13 20:39:47 main:574] : INFO : Epoch 1657 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 6053.03 ms [2022-04-13 20:39:54 main:574] : INFO : Epoch 1658 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 6455.26 ms [2022-04-13 20:40:00 main:574] : INFO : Epoch 1659 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6261.62 ms [2022-04-13 20:40:06 main:574] : INFO : Epoch 1660 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6177.53 ms [2022-04-13 20:40:12 main:574] : INFO : Epoch 1661 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 6276.92 ms [2022-04-13 20:40:19 main:574] : INFO : Epoch 1662 | loss: 0.03125 | val_loss: 0.0312496 | Time: 6431.65 ms [2022-04-13 20:40:25 main:574] : INFO : Epoch 1663 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 6355.68 ms [2022-04-13 20:40:32 main:574] : INFO : Epoch 1664 | loss: 0.0312507 | val_loss: 0.0312491 | Time: 6575.87 ms [2022-04-13 20:40:38 main:574] : INFO : Epoch 1665 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 6527 ms [2022-04-13 20:40:45 main:574] : INFO : Epoch 1666 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 6300.52 ms [2022-04-13 20:40:51 main:574] : INFO : Epoch 1667 | loss: 0.0312493 | val_loss: 0.031249 | Time: 6073.43 ms [2022-04-13 20:40:57 main:574] : INFO : Epoch 1668 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 6397.74 ms [2022-04-13 20:41:04 main:574] : INFO : Epoch 1669 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 6701.96 ms [2022-04-13 20:41:10 main:574] : INFO : Epoch 1670 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 6570.71 ms [2022-04-13 20:41:17 main:574] : INFO : Epoch 1671 | loss: 0.0312499 | val_loss: 0.03125 | Time: 6263.82 ms [2022-04-13 20:41:23 main:574] : INFO : Epoch 1672 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 6464.55 ms [2022-04-13 20:41:30 main:574] : INFO : Epoch 1673 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 6372.12 ms [2022-04-13 20:41:36 main:574] : INFO : Epoch 1674 | loss: 0.0312514 | val_loss: 0.0312494 | Time: 6430.61 ms [2022-04-13 20:41:42 main:574] : INFO : Epoch 1675 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 6370.54 ms [2022-04-13 20:41:49 main:574] : INFO : Epoch 1676 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 6228.39 ms [2022-04-13 20:41:55 main:574] : INFO : Epoch 1677 | loss: 0.0312506 | val_loss: 0.0312489 | Time: 6270.61 ms [2022-04-13 20:42:01 main:574] : INFO : Epoch 1678 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 6530.35 ms [2022-04-13 20:42:08 main:574] : INFO : Epoch 1679 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 6735.44 ms [2022-04-13 20:42:14 main:574] : INFO : Epoch 1680 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 6244.98 ms [2022-04-13 20:42:21 main:574] : INFO : Epoch 1681 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 6504.46 ms [2022-04-13 20:42:28 main:574] : INFO : Epoch 1682 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 6676.56 ms [2022-04-13 20:42:34 main:574] : INFO : Epoch 1683 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 6690.36 ms [2022-04-13 20:42:41 main:574] : INFO : Epoch 1684 | loss: 0.0312498 | val_loss: 0.0312485 | Time: 6963.16 ms [2022-04-13 20:42:48 main:574] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 6312.39 ms [2022-04-13 20:42:54 main:574] : INFO : Epoch 1686 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 6074.42 ms [2022-04-13 20:43:00 main:574] : INFO : Epoch 1687 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 6699.51 ms [2022-04-13 20:43:07 main:574] : INFO : Epoch 1688 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 6642.31 ms [2022-04-13 20:43:14 main:574] : INFO : Epoch 1689 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 6743.58 ms [2022-04-13 20:43:20 main:574] : INFO : Epoch 1690 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5963.77 ms [2022-04-13 20:43:26 main:574] : INFO : Epoch 1691 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 6259.14 ms [2022-04-13 20:43:32 main:574] : INFO : Epoch 1692 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 6563.83 ms [2022-04-13 20:43:39 main:574] : INFO : Epoch 1693 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 6616.57 ms [2022-04-13 20:43:46 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312486 | Time: 6633.72 ms [2022-04-13 20:43:52 main:574] : INFO : Epoch 1695 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 6240.91 ms [2022-04-13 20:43:58 main:574] : INFO : Epoch 1696 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 6302.79 ms [2022-04-13 20:44:05 main:574] : INFO : Epoch 1697 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6536.44 ms [2022-04-13 20:44:11 main:574] : INFO : Epoch 1698 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 6243.16 ms [2022-04-13 20:44:17 main:574] : INFO : Epoch 1699 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 6186.76 ms [2022-04-13 20:44:24 main:574] : INFO : Epoch 1700 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 6493.62 ms [2022-04-13 20:44:30 main:574] : INFO : Epoch 1701 | loss: 0.0312519 | val_loss: 0.031251 | Time: 6667.47 ms [2022-04-13 20:44:37 main:574] : INFO : Epoch 1702 | loss: 0.0312517 | val_loss: 0.0312495 | Time: 6556.69 ms [2022-04-13 20:44:44 main:574] : INFO : Epoch 1703 | loss: 0.03125 | val_loss: 0.0312491 | Time: 6626.01 ms [2022-04-13 20:44:50 main:574] : INFO : Epoch 1704 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 6627.85 ms [2022-04-13 20:44:56 main:574] : INFO : Epoch 1705 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 6028.95 ms [2022-04-13 20:45:03 main:574] : INFO : Epoch 1706 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 6330.54 ms [2022-04-13 20:45:10 main:574] : INFO : Epoch 1707 | loss: 0.0312495 | val_loss: 0.031249 | Time: 6956.1 ms [2022-04-13 20:45:16 main:574] : INFO : Epoch 1708 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 6369.77 ms [2022-04-13 20:45:22 main:574] : INFO : Epoch 1709 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6266.9 ms [2022-04-13 20:45:28 main:574] : INFO : Epoch 1710 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 6110.12 ms [2022-04-13 20:45:35 main:574] : INFO : Epoch 1711 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6295.46 ms [2022-04-13 20:45:41 main:574] : INFO : Epoch 1712 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6368.29 ms [2022-04-13 20:45:47 main:574] : INFO : Epoch 1713 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 6527.08 ms [2022-04-13 20:45:54 main:574] : INFO : Epoch 1714 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6247.51 ms [2022-04-13 20:46:00 main:574] : INFO : Epoch 1715 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 6300.32 ms [2022-04-13 20:46:06 main:574] : INFO : Epoch 1716 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 6297.66 ms [2022-04-13 20:46:13 main:574] : INFO : Epoch 1717 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6215.75 ms [2022-04-13 20:46:19 main:574] : INFO : Epoch 1718 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 6083.63 ms [2022-04-13 20:46:25 main:574] : INFO : Epoch 1719 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 6381.04 ms [2022-04-13 20:46:31 main:574] : INFO : Epoch 1720 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 6256.4 ms [2022-04-13 20:46:38 main:574] : INFO : Epoch 1721 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 6220.54 ms [2022-04-13 20:46:44 main:574] : INFO : Epoch 1722 | loss: 0.0312517 | val_loss: 0.0312493 | Time: 6200.79 ms [2022-04-13 20:46:50 main:574] : INFO : Epoch 1723 | loss: 0.031251 | val_loss: 0.03125 | Time: 6265.41 ms [2022-04-13 20:46:56 main:574] : INFO : Epoch 1724 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 6346.95 ms [2022-04-13 20:47:03 main:574] : INFO : Epoch 1725 | loss: 0.03125 | val_loss: 0.0312489 | Time: 6265.94 ms [2022-04-13 20:47:09 main:574] : INFO : Epoch 1726 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 6599.95 ms [2022-04-13 20:47:16 main:574] : INFO : Epoch 1727 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 6300.27 ms [2022-04-13 20:47:22 main:574] : INFO : Epoch 1728 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 6156.52 ms [2022-04-13 20:47:28 main:574] : INFO : Epoch 1729 | loss: 0.0312513 | val_loss: 0.03125 | Time: 6289.3 ms [2022-04-13 20:47:34 main:574] : INFO : Epoch 1730 | loss: 0.03125 | val_loss: 0.0312491 | Time: 6530.88 ms [2022-04-13 20:47:41 main:574] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 6318.82 ms [2022-04-13 20:47:47 main:574] : INFO : Epoch 1732 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 6120.78 ms [2022-04-13 20:47:53 main:574] : INFO : Epoch 1733 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6337.56 ms [2022-04-13 20:47:59 main:574] : INFO : Epoch 1734 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 6175.2 ms [2022-04-13 20:48:06 main:574] : INFO : Epoch 1735 | loss: 0.03125 | val_loss: 0.0312489 | Time: 6587.03 ms [2022-04-13 20:48:12 main:574] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 6357.67 ms [2022-04-13 20:48:18 main:574] : INFO : Epoch 1737 | loss: 0.03125 | val_loss: 0.0312499 | Time: 6066.75 ms [2022-04-13 20:48:25 main:574] : INFO : Epoch 1738 | loss: 0.0312498 | val_loss: 0.031249 | Time: 6306.33 ms [2022-04-13 20:48:31 main:574] : INFO : Epoch 1739 | loss: 0.0312498 | val_loss: 0.031254 | Time: 6688.42 ms [2022-04-13 20:48:38 main:574] : INFO : Epoch 1740 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 6606.18 ms [2022-04-13 20:48:44 main:574] : INFO : Epoch 1741 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 6126.61 ms [2022-04-13 20:48:50 main:574] : INFO : Epoch 1742 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 6222.42 ms [2022-04-13 20:48:57 main:574] : INFO : Epoch 1743 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 6400.64 ms [2022-04-13 20:49:03 main:574] : INFO : Epoch 1744 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6183.12 ms [2022-04-13 20:49:10 main:574] : INFO : Epoch 1745 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 6662.99 ms [2022-04-13 20:49:16 main:574] : INFO : Epoch 1746 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 6315.31 ms [2022-04-13 20:49:22 main:574] : INFO : Epoch 1747 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 6209.04 ms [2022-04-13 20:49:28 main:574] : INFO : Epoch 1748 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6254.8 ms [2022-04-13 20:49:35 main:574] : INFO : Epoch 1749 | loss: 0.0312507 | val_loss: 0.0312492 | Time: 6360.63 ms [2022-04-13 20:49:41 main:574] : INFO : Epoch 1750 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 5986.13 ms [2022-04-13 20:49:47 main:574] : INFO : Epoch 1751 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 6117.17 ms [2022-04-13 20:49:53 main:574] : INFO : Epoch 1752 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 6390.93 ms [2022-04-13 20:50:00 main:574] : INFO : Epoch 1753 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 6699.24 ms [2022-04-13 20:50:06 main:574] : INFO : Epoch 1754 | loss: 0.0312501 | val_loss: 0.0312486 | Time: 6364.77 ms [2022-04-13 20:50:13 main:574] : INFO : Epoch 1755 | loss: 0.0312497 | val_loss: 0.031249 | Time: 6174.34 ms [2022-04-13 20:50:19 main:574] : INFO : Epoch 1756 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 6581.34 ms [2022-04-13 20:50:26 main:574] : INFO : Epoch 1757 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 6376.18 ms [2022-04-13 20:50:32 main:574] : INFO : Epoch 1758 | loss: 0.0312503 | val_loss: 0.0312488 | Time: 6672.08 ms [2022-04-13 20:50:39 main:574] : INFO : Epoch 1759 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 6602.33 ms [2022-04-13 20:50:45 main:574] : INFO : Epoch 1760 | loss: 0.0312497 | val_loss: 0.03125 | Time: 6310.29 ms [2022-04-13 20:50:52 main:574] : INFO : Epoch 1761 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 6418.23 ms [2022-04-13 20:50:58 main:574] : INFO : Epoch 1762 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 6537.95 ms [2022-04-13 20:51:04 main:574] : INFO : Epoch 1763 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 6293.97 ms [2022-04-13 20:51:11 main:574] : INFO : Epoch 1764 | loss: 0.0312498 | val_loss: 0.0312485 | Time: 6228.72 ms [2022-04-13 20:51:17 main:574] : INFO : Epoch 1765 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 6408.67 ms [2022-04-13 20:51:24 main:574] : INFO : Epoch 1766 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 6779.89 ms [2022-04-13 20:51:30 main:574] : INFO : Epoch 1767 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 6514.96 ms [2022-04-13 20:51:37 main:574] : INFO : Epoch 1768 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 6493.73 ms [2022-04-13 20:51:43 main:574] : INFO : Epoch 1769 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6630.54 ms [2022-04-13 20:51:50 main:574] : INFO : Epoch 1770 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 6271.78 ms [2022-04-13 20:51:56 main:574] : INFO : Epoch 1771 | loss: 0.0312498 | val_loss: 0.031249 | Time: 6068.12 ms [2022-04-13 20:52:03 main:574] : INFO : Epoch 1772 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 6752.64 ms [2022-04-13 20:52:09 main:574] : INFO : Epoch 1773 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6615.58 ms [2022-04-13 20:52:15 main:574] : INFO : Epoch 1774 | loss: 0.03125 | val_loss: 0.0312491 | Time: 6107.36 ms [2022-04-13 20:52:21 main:574] : INFO : Epoch 1775 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 6164.77 ms [2022-04-13 20:52:28 main:574] : INFO : Epoch 1776 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6511.57 ms [2022-04-13 20:52:34 main:574] : INFO : Epoch 1777 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 6437.21 ms [2022-04-13 20:52:41 main:574] : INFO : Epoch 1778 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 6793.08 ms [2022-04-13 20:52:48 main:574] : INFO : Epoch 1779 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 6577.71 ms [2022-04-13 20:52:54 main:574] : INFO : Epoch 1780 | loss: 0.0312507 | val_loss: 0.03125 | Time: 6084.12 ms [2022-04-13 20:53:00 main:574] : INFO : Epoch 1781 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 6308.84 ms [2022-04-13 20:53:06 main:574] : INFO : Epoch 1782 | loss: 0.031253 | val_loss: 0.0312562 | Time: 6297.04 ms [2022-04-13 20:53:13 main:574] : INFO : Epoch 1783 | loss: 0.031253 | val_loss: 0.0312504 | Time: 6437.17 ms [2022-04-13 20:53:19 main:574] : INFO : Epoch 1784 | loss: 0.0312522 | val_loss: 0.0312491 | Time: 6190.14 ms [2022-04-13 20:53:25 main:574] : INFO : Epoch 1785 | loss: 0.03125 | val_loss: 0.0312487 | Time: 6416.7 ms [2022-04-13 20:53:32 main:574] : INFO : Epoch 1786 | loss: 0.03125 | val_loss: 0.0312497 | Time: 6783.98 ms [2022-04-13 20:53:38 main:574] : INFO : Epoch 1787 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 6173.59 ms [2022-04-13 20:53:45 main:574] : INFO : Epoch 1788 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6281.93 ms [2022-04-13 20:53:51 main:574] : INFO : Epoch 1789 | loss: 0.0312493 | val_loss: 0.031249 | Time: 6210.88 ms [2022-04-13 20:53:57 main:574] : INFO : Epoch 1790 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6144.73 ms [2022-04-13 20:54:04 main:574] : INFO : Epoch 1791 | loss: 0.0312494 | val_loss: 0.031249 | Time: 6698.07 ms [2022-04-13 20:54:10 main:574] : INFO : Epoch 1792 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 6570.43 ms [2022-04-13 20:54:17 main:574] : INFO : Epoch 1793 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 6382.89 ms [2022-04-13 20:54:23 main:574] : INFO : Epoch 1794 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6090.39 ms [2022-04-13 20:54:29 main:574] : INFO : Epoch 1795 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6433.01 ms [2022-04-13 20:54:36 main:574] : INFO : Epoch 1796 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 6529.2 ms [2022-04-13 20:54:42 main:574] : INFO : Epoch 1797 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6467.49 ms [2022-04-13 20:54:49 main:574] : INFO : Epoch 1798 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 6635.74 ms [2022-04-13 20:54:55 main:574] : INFO : Epoch 1799 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 6434.76 ms [2022-04-13 20:55:02 main:574] : INFO : Epoch 1800 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 6307.78 ms [2022-04-13 20:55:08 main:574] : INFO : Epoch 1801 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 6450.07 ms [2022-04-13 20:55:14 main:574] : INFO : Epoch 1802 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 6289.56 ms [2022-04-13 20:55:20 main:574] : INFO : Epoch 1803 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 6048.1 ms [2022-04-13 20:55:27 main:574] : INFO : Epoch 1804 | loss: 0.0312496 | val_loss: 0.0312485 | Time: 6271.48 ms [2022-04-13 20:55:33 main:574] : INFO : Epoch 1805 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6637.17 ms [2022-04-13 20:55:40 main:574] : INFO : Epoch 1806 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 6512.74 ms [2022-04-13 20:55:47 main:574] : INFO : Epoch 1807 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 6770.29 ms [2022-04-13 20:55:53 main:574] : INFO : Epoch 1808 | loss: 0.0312504 | val_loss: 0.031251 | Time: 6222.94 ms [2022-04-13 20:55:59 main:574] : INFO : Epoch 1809 | loss: 0.0312497 | val_loss: 0.0312528 | Time: 6014.67 ms [2022-04-13 20:56:06 main:574] : INFO : Epoch 1810 | loss: 0.0312522 | val_loss: 0.0312512 | Time: 6745.71 ms [2022-04-13 20:56:12 main:574] : INFO : Epoch 1811 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 6649.49 ms [2022-04-13 20:56:19 main:574] : INFO : Epoch 1812 | loss: 0.03125 | val_loss: 0.0312489 | Time: 6266.51 ms [2022-04-13 20:56:25 main:574] : INFO : Epoch 1813 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 6079.21 ms [2022-04-13 20:56:31 main:574] : INFO : Epoch 1814 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 6429.19 ms [2022-04-13 20:56:38 main:574] : INFO : Epoch 1815 | loss: 0.0312505 | val_loss: 0.0312489 | Time: 6701.06 ms [2022-04-13 20:56:45 main:574] : INFO : Epoch 1816 | loss: 0.0312503 | val_loss: 0.0312489 | Time: 7092.79 ms [2022-04-13 20:56:52 main:574] : INFO : Epoch 1817 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 6728.54 ms [2022-04-13 20:56:58 main:574] : INFO : Epoch 1818 | loss: 0.0312494 | val_loss: 0.031252 | Time: 5959.2 ms [2022-04-13 20:57:04 main:574] : INFO : Epoch 1819 | loss: 0.0312499 | val_loss: 0.031249 | Time: 6636.95 ms [2022-04-13 20:57:11 main:574] : INFO : Epoch 1820 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 6796.12 ms [2022-04-13 20:57:18 main:574] : INFO : Epoch 1821 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 6946.2 ms [2022-04-13 20:57:25 main:574] : INFO : Epoch 1822 | loss: 0.0312503 | val_loss: 0.03125 | Time: 6848.69 ms [2022-04-13 20:57:31 main:574] : INFO : Epoch 1823 | loss: 0.03125 | val_loss: 0.0312491 | Time: 6430.96 ms [2022-04-13 20:57:37 main:574] : INFO : Epoch 1824 | loss: 0.0312494 | val_loss: 0.031249 | Time: 6036.74 ms [2022-04-13 20:57:44 main:574] : INFO : Epoch 1825 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 6694.01 ms [2022-04-13 20:57:51 main:574] : INFO : Epoch 1826 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 7142.78 ms [2022-04-13 20:57:58 main:574] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312487 | Time: 6618.22 ms [2022-04-13 20:58:04 main:574] : INFO : Epoch 1828 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 6178.74 ms [2022-04-13 20:58:10 main:574] : INFO : Epoch 1829 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6466.95 ms [2022-04-13 20:58:17 main:574] : INFO : Epoch 1830 | loss: 0.0312493 | val_loss: 0.031249 | Time: 6466.58 ms [2022-04-13 20:58:24 main:574] : INFO : Epoch 1831 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6716.06 ms [2022-04-13 20:58:30 main:574] : INFO : Epoch 1832 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 6786.54 ms [2022-04-13 20:58:36 main:574] : INFO : Epoch 1833 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 6098.06 ms [2022-04-13 20:58:43 main:574] : INFO : Epoch 1834 | loss: 0.03125 | val_loss: 0.0312491 | Time: 6495.88 ms [2022-04-13 20:58:50 main:574] : INFO : Epoch 1835 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 6813.78 ms [2022-04-13 20:58:57 main:574] : INFO : Epoch 1836 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 6882.48 ms [2022-04-13 20:59:03 main:574] : INFO : Epoch 1837 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 6801.96 ms [2022-04-13 20:59:10 main:574] : INFO : Epoch 1838 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 6448.02 ms [2022-04-13 20:59:16 main:574] : INFO : Epoch 1839 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6055.86 ms [2022-04-13 20:59:23 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 6910.78 ms [2022-04-13 20:59:30 main:574] : INFO : Epoch 1841 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 6757.27 ms [2022-04-13 20:59:36 main:574] : INFO : Epoch 1842 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 6362.54 ms [2022-04-13 20:59:42 main:574] : INFO : Epoch 1843 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 6305.94 ms [2022-04-13 20:59:49 main:574] : INFO : Epoch 1844 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 6224.28 ms [2022-04-13 20:59:55 main:574] : INFO : Epoch 1845 | loss: 0.0312517 | val_loss: 0.0312546 | Time: 6633.48 ms [2022-04-13 21:00:02 main:574] : INFO : Epoch 1846 | loss: 0.0320083 | val_loss: 0.0336423 | Time: 6875.95 ms [2022-04-13 21:00:09 main:574] : INFO : Epoch 1847 | loss: 0.0339727 | val_loss: 0.0318262 | Time: 6472.11 ms [2022-04-13 21:00:15 main:574] : INFO : Epoch 1848 | loss: 0.0324425 | val_loss: 0.0315062 | Time: 6277.52 ms [2022-04-13 21:00:21 main:574] : INFO : Epoch 1849 | loss: 0.0314567 | val_loss: 0.0313676 | Time: 6193.96 ms [2022-04-13 21:00:28 main:574] : INFO : Epoch 1850 | loss: 0.031292 | val_loss: 0.0312527 | Time: 6549.12 ms [2022-04-13 21:00:34 main:574] : INFO : Epoch 1851 | loss: 0.0312548 | val_loss: 0.0312521 | Time: 6407.42 ms [2022-04-13 21:00:41 main:574] : INFO : Epoch 1852 | loss: 0.0312532 | val_loss: 0.0312496 | Time: 6546.8 ms [2022-04-13 21:00:47 main:574] : INFO : Epoch 1853 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 6148.67 ms [2022-04-13 21:00:53 main:574] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 6238.23 ms [2022-04-13 21:01:00 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.031249 | Time: 6607.73 ms [2022-04-13 21:01:06 main:574] : INFO : Epoch 1856 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 6330.66 ms [2022-04-13 21:01:12 main:574] : INFO : Epoch 1857 | loss: 0.0312503 | val_loss: 0.031249 | Time: 6229.12 ms [2022-04-13 21:01:18 main:574] : INFO : Epoch 1858 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 6322.52 ms [2022-04-13 21:01:25 main:574] : INFO : Epoch 1859 | loss: 0.0312516 | val_loss: 0.0312603 | Time: 6374.1 ms [2022-04-13 21:01:31 main:574] : INFO : Epoch 1860 | loss: 0.0312525 | val_loss: 0.0312492 | Time: 6518.22 ms [2022-04-13 21:01:38 main:574] : INFO : Epoch 1861 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 6336.92 ms [2022-04-13 21:01:44 main:574] : INFO : Epoch 1862 | loss: 0.03125 | val_loss: 0.0312486 | Time: 6144 ms [2022-04-13 21:01:50 main:574] : INFO : Epoch 1863 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 6333.98 ms [2022-04-13 21:01:57 main:574] : INFO : Epoch 1864 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 6750.91 ms [2022-04-13 21:02:03 main:574] : INFO : Epoch 1865 | loss: 0.0312505 | val_loss: 0.0312487 | Time: 6164.29 ms [2022-04-13 21:02:09 main:574] : INFO : Epoch 1866 | loss: 0.0312535 | val_loss: 0.031264 | Time: 6235.15 ms [2022-04-13 21:02:16 main:574] : INFO : Epoch 1867 | loss: 0.0312536 | val_loss: 0.0312488 | Time: 6254.43 ms [2022-04-13 21:02:22 main:574] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.0312487 | Time: 6170.83 ms [2022-04-13 21:02:28 main:574] : INFO : Epoch 1869 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6542.77 ms [2022-04-13 21:02:35 main:574] : INFO : Epoch 1870 | loss: 0.03125 | val_loss: 0.0312493 | Time: 6390.98 ms [2022-04-13 21:02:41 main:574] : INFO : Epoch 1871 | loss: 0.03125 | val_loss: 0.031249 | Time: 6130.82 ms [2022-04-13 21:02:47 main:574] : INFO : Epoch 1872 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 6096.44 ms [2022-04-13 21:02:53 main:574] : INFO : Epoch 1873 | loss: 0.0312508 | val_loss: 0.0312489 | Time: 6462.3 ms [2022-04-13 21:03:00 main:574] : INFO : Epoch 1874 | loss: 0.03125 | val_loss: 0.0312492 | Time: 6593.62 ms [2022-04-13 21:03:06 main:574] : INFO : Epoch 1875 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 6353.23 ms [2022-04-13 21:03:13 main:574] : INFO : Epoch 1876 | loss: 0.0312511 | val_loss: 0.0312486 | Time: 6471.03 ms [2022-04-13 21:03:19 main:574] : INFO : Epoch 1877 | loss: 0.03125 | val_loss: 0.0312487 | Time: 6200.5 ms [2022-04-13 21:03:25 main:574] : INFO : Epoch 1878 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6422.21 ms [2022-04-13 21:03:32 main:574] : INFO : Epoch 1879 | loss: 0.03125 | val_loss: 0.0312487 | Time: 6267.1 ms [2022-04-13 21:03:38 main:574] : INFO : Epoch 1880 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 6123.72 ms [2022-04-13 21:03:44 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 6301.14 ms [2022-04-13 21:03:51 main:574] : INFO : Epoch 1882 | loss: 0.0312502 | val_loss: 0.031249 | Time: 6512.91 ms [2022-04-13 21:03:57 main:574] : INFO : Epoch 1883 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 6529.52 ms [2022-04-13 21:04:04 main:574] : INFO : Epoch 1884 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 6520.93 ms [2022-04-13 21:04:10 main:574] : INFO : Epoch 1885 | loss: 0.0312532 | val_loss: 0.0312497 | Time: 6172.62 ms [2022-04-13 21:04:16 main:574] : INFO : Epoch 1886 | loss: 0.0312509 | val_loss: 0.0312489 | Time: 6107.5 ms [2022-04-13 21:04:22 main:574] : INFO : Epoch 1887 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 6550.76 ms [2022-04-13 21:04:29 main:574] : INFO : Epoch 1888 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 6537.61 ms [2022-04-13 21:04:35 main:574] : INFO : Epoch 1889 | loss: 0.03125 | val_loss: 0.0312486 | Time: 6332.59 ms [2022-04-13 21:04:42 main:574] : INFO : Epoch 1890 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 6457.33 ms [2022-04-13 21:04:48 main:574] : INFO : Epoch 1891 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 6158.6 ms [2022-04-13 21:04:54 main:574] : INFO : Epoch 1892 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 6356.06 ms [2022-04-13 21:05:01 main:574] : INFO : Epoch 1893 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 6545.83 ms [2022-04-13 21:05:07 main:574] : INFO : Epoch 1894 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6546.8 ms [2022-04-13 21:05:14 main:574] : INFO : Epoch 1895 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 6096.04 ms [2022-04-13 21:05:20 main:574] : INFO : Epoch 1896 | loss: 0.0312516 | val_loss: 0.0312524 | Time: 6338.24 ms [2022-04-13 21:05:26 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.0312537 | Time: 6461.44 ms [2022-04-13 21:05:33 main:574] : INFO : Epoch 1898 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 6495.47 ms [2022-04-13 21:05:39 main:574] : INFO : Epoch 1899 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 6505.02 ms [2022-04-13 21:05:46 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312488 | Time: 6214.02 ms [2022-04-13 21:05:52 main:574] : INFO : Epoch 1901 | loss: 0.0312506 | val_loss: 0.0312487 | Time: 6337.68 ms [2022-04-13 21:05:58 main:574] : INFO : Epoch 1902 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6609.39 ms [2022-04-13 21:06:05 main:574] : INFO : Epoch 1903 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6331.71 ms [2022-04-13 21:06:11 main:574] : INFO : Epoch 1904 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6019.95 ms [2022-04-13 21:06:17 main:574] : INFO : Epoch 1905 | loss: 0.03125 | val_loss: 0.0312486 | Time: 6394.98 ms [2022-04-13 21:06:24 main:574] : INFO : Epoch 1906 | loss: 0.0312509 | val_loss: 0.0312486 | Time: 6369.13 ms [2022-04-13 21:06:30 main:574] : INFO : Epoch 1907 | loss: 0.0312506 | val_loss: 0.0312488 | Time: 6188.61 ms [2022-04-13 21:06:36 main:574] : INFO : Epoch 1908 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 6239.17 ms [2022-04-13 21:06:42 main:574] : INFO : Epoch 1909 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 6204.1 ms [2022-04-13 21:06:49 main:574] : INFO : Epoch 1910 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 6377.54 ms [2022-04-13 21:06:55 main:574] : INFO : Epoch 1911 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6696.25 ms [2022-04-13 21:07:02 main:574] : INFO : Epoch 1912 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 6504.7 ms [2022-04-13 21:07:08 main:574] : INFO : Epoch 1913 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 6333.3 ms [2022-04-13 21:07:15 main:574] : INFO : Epoch 1914 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 6414.14 ms [2022-04-13 21:07:21 main:574] : INFO : Epoch 1915 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 6233.53 ms [2022-04-13 21:07:27 main:574] : INFO : Epoch 1916 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6419.75 ms [2022-04-13 21:07:34 main:574] : INFO : Epoch 1917 | loss: 0.03125 | val_loss: 0.031249 | Time: 6313.21 ms [2022-04-13 21:07:40 main:574] : INFO : Epoch 1918 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 6286.63 ms [2022-04-13 21:07:46 main:574] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312488 | Time: 6102.87 ms [2022-04-13 21:07:52 main:574] : INFO : Epoch 1920 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 6414.73 ms [2022-04-13 21:07:59 main:574] : INFO : Epoch 1921 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 6459.77 ms [2022-04-13 21:08:05 main:574] : INFO : Epoch 1922 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 6370.46 ms [2022-04-13 21:08:11 main:574] : INFO : Epoch 1923 | loss: 0.0312494 | val_loss: 0.031249 | Time: 6273.25 ms [2022-04-13 21:08:18 main:574] : INFO : Epoch 1924 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 6586.02 ms [2022-04-13 21:08:24 main:574] : INFO : Epoch 1925 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 6366.15 ms [2022-04-13 21:08:31 main:574] : INFO : Epoch 1926 | loss: 0.03125 | val_loss: 0.0312489 | Time: 6279.67 ms [2022-04-13 21:08:37 main:574] : INFO : Epoch 1927 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 6192.45 ms [2022-04-13 21:08:43 main:574] : INFO : Epoch 1928 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 6092.48 ms [2022-04-13 21:08:49 main:574] : INFO : Epoch 1929 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 6288.06 ms [2022-04-13 21:08:56 main:574] : INFO : Epoch 1930 | loss: 0.03125 | val_loss: 0.0312506 | Time: 6477.88 ms [2022-04-13 21:09:03 main:574] : INFO : Epoch 1931 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 6749.75 ms [2022-04-13 21:09:09 main:574] : INFO : Epoch 1932 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6070.03 ms [2022-04-13 21:09:15 main:574] : INFO : Epoch 1933 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 6019.93 ms [2022-04-13 21:09:21 main:574] : INFO : Epoch 1934 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 6545.85 ms [2022-04-13 21:09:27 main:574] : INFO : Epoch 1935 | loss: 0.0312495 | val_loss: 0.031249 | Time: 6269.52 ms [2022-04-13 21:09:34 main:574] : INFO : Epoch 1936 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6348.68 ms [2022-04-13 21:09:40 main:574] : INFO : Epoch 1937 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 6374.18 ms [2022-04-13 21:09:47 main:574] : INFO : Epoch 1938 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 6614.47 ms [2022-04-13 21:09:53 main:574] : INFO : Epoch 1939 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 6384.31 ms [2022-04-13 21:10:00 main:574] : INFO : Epoch 1940 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 6629.33 ms [2022-04-13 21:10:06 main:574] : INFO : Epoch 1941 | loss: 0.0312493 | val_loss: 0.031249 | Time: 6197.15 ms [2022-04-13 21:10:12 main:574] : INFO : Epoch 1942 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 5984.04 ms [2022-04-13 21:10:19 main:574] : INFO : Epoch 1943 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 6545.85 ms [2022-04-13 21:10:25 main:574] : INFO : Epoch 1944 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 6604.44 ms [2022-04-13 21:10:31 main:574] : INFO : Epoch 1945 | loss: 0.03125 | val_loss: 0.0312486 | Time: 6351.45 ms [2022-04-13 21:10:38 main:574] : INFO : Epoch 1946 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 6163.83 ms [2022-04-13 21:10:44 main:574] : INFO : Epoch 1947 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 6336.64 ms [2022-04-13 21:10:51 main:574] : INFO : Epoch 1948 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 6533.73 ms [2022-04-13 21:10:57 main:574] : INFO : Epoch 1949 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 6918.47 ms [2022-04-13 21:11:04 main:574] : INFO : Epoch 1950 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6702.58 ms [2022-04-13 21:11:10 main:574] : INFO : Epoch 1951 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 6115.71 ms [2022-04-13 21:11:16 main:574] : INFO : Epoch 1952 | loss: 0.0312516 | val_loss: 0.0312523 | Time: 6180.64 ms [2022-04-13 21:11:23 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312486 | Time: 6959.84 ms [2022-04-13 21:11:30 main:574] : INFO : Epoch 1954 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 6539.08 ms [2022-04-13 21:11:37 main:574] : INFO : Epoch 1955 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 6580.51 ms [2022-04-13 21:11:43 main:574] : INFO : Epoch 1956 | loss: 0.03125 | val_loss: 0.0312497 | Time: 6416.68 ms [2022-04-13 21:11:49 main:574] : INFO : Epoch 1957 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 6216.26 ms [2022-04-13 21:11:56 main:574] : INFO : Epoch 1958 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 6729.28 ms [2022-04-13 21:12:03 main:574] : INFO : Epoch 1959 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 6875.79 ms [2022-04-13 21:12:09 main:574] : INFO : Epoch 1960 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 6231 ms [2022-04-13 21:12:15 main:574] : INFO : Epoch 1961 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 6171.92 ms [2022-04-13 21:12:22 main:574] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 6678.36 ms [2022-04-13 21:12:28 main:574] : INFO : Epoch 1963 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 6500.04 ms [2022-04-13 21:12:35 main:574] : INFO : Epoch 1964 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6653.78 ms [2022-04-13 21:12:41 main:574] : INFO : Epoch 1965 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6130.1 ms [2022-04-13 21:12:47 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 5937.5 ms [2022-04-13 21:12:54 main:574] : INFO : Epoch 1967 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6783.16 ms [2022-04-13 21:13:01 main:574] : INFO : Epoch 1968 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 6636.33 ms [2022-04-13 21:13:07 main:574] : INFO : Epoch 1969 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6581.6 ms [2022-04-13 21:13:14 main:574] : INFO : Epoch 1970 | loss: 0.0312493 | val_loss: 0.031249 | Time: 6430.86 ms [2022-04-13 21:13:20 main:574] : INFO : Epoch 1971 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 6305.78 ms [2022-04-13 21:13:26 main:574] : INFO : Epoch 1972 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 6580.78 ms [2022-04-13 21:13:34 main:574] : INFO : Epoch 1973 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 7207.44 ms [2022-04-13 21:13:41 main:574] : INFO : Epoch 1974 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6862.12 ms [2022-04-13 21:13:46 main:574] : INFO : Epoch 1975 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 5973.12 ms [2022-04-13 21:13:53 main:574] : INFO : Epoch 1976 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 6342.99 ms [2022-04-13 21:14:00 main:574] : INFO : Epoch 1977 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 6818.56 ms [2022-04-13 21:14:06 main:574] : INFO : Epoch 1978 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 6573.59 ms [2022-04-13 21:14:13 main:574] : INFO : Epoch 1979 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 7117.27 ms [2022-04-13 21:14:20 main:574] : INFO : Epoch 1980 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 6408.84 ms [2022-04-13 21:14:26 main:574] : INFO : Epoch 1981 | loss: 0.0312501 | val_loss: 0.031249 | Time: 6022.78 ms [2022-04-13 21:14:32 main:574] : INFO : Epoch 1982 | loss: 0.0312503 | val_loss: 0.0312487 | Time: 6693.88 ms [2022-04-13 21:14:39 main:574] : INFO : Epoch 1983 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 6620.52 ms [2022-04-13 21:14:46 main:574] : INFO : Epoch 1984 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 6823.6 ms [2022-04-13 21:14:52 main:574] : INFO : Epoch 1985 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 6399.52 ms [2022-04-13 21:14:59 main:574] : INFO : Epoch 1986 | loss: 0.0312506 | val_loss: 0.0312491 | Time: 6309.98 ms [2022-04-13 21:15:05 main:574] : INFO : Epoch 1987 | loss: 0.0312493 | val_loss: 0.031249 | Time: 6327.29 ms [2022-04-13 21:15:11 main:574] : INFO : Epoch 1988 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6338.24 ms [2022-04-13 21:15:18 main:574] : INFO : Epoch 1989 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 6512.94 ms [2022-04-13 21:15:24 main:574] : INFO : Epoch 1990 | loss: 0.0312494 | val_loss: 0.031249 | Time: 6115.86 ms [2022-04-13 21:15:31 main:574] : INFO : Epoch 1991 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 6570.78 ms [2022-04-13 21:15:37 main:574] : INFO : Epoch 1992 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 6415.32 ms [2022-04-13 21:15:43 main:574] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.031249 | Time: 6459.43 ms [2022-04-13 21:15:49 main:574] : INFO : Epoch 1994 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 6095.15 ms [2022-04-13 21:15:56 main:574] : INFO : Epoch 1995 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 6118.97 ms [2022-04-13 21:16:02 main:574] : INFO : Epoch 1996 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 6233.78 ms [2022-04-13 21:16:08 main:574] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 6391.11 ms [2022-04-13 21:16:15 main:574] : INFO : Epoch 1998 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 6357.04 ms [2022-04-13 21:16:21 main:574] : INFO : Epoch 1999 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 6433.02 ms [2022-04-13 21:16:27 main:574] : INFO : Epoch 2000 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 6206.59 ms [2022-04-13 21:16:34 main:574] : INFO : Epoch 2001 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6445.5 ms [2022-04-13 21:16:40 main:574] : INFO : Epoch 2002 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 6374.62 ms [2022-04-13 21:16:46 main:574] : INFO : Epoch 2003 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 6233.66 ms [2022-04-13 21:16:53 main:574] : INFO : Epoch 2004 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 6268.25 ms [2022-04-13 21:16:59 main:574] : INFO : Epoch 2005 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 6518.59 ms [2022-04-13 21:17:05 main:574] : INFO : Epoch 2006 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 6359.45 ms [2022-04-13 21:17:12 main:574] : INFO : Epoch 2007 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 6495.44 ms [2022-04-13 21:17:18 main:574] : INFO : Epoch 2008 | loss: 0.03125 | val_loss: 0.0312488 | Time: 6380.15 ms [2022-04-13 21:17:25 main:574] : INFO : Epoch 2009 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 6199.63 ms [2022-04-13 21:17:31 main:574] : INFO : Epoch 2010 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 6359.38 ms [2022-04-13 21:17:37 main:574] : INFO : Epoch 2011 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 6468.36 ms [2022-04-13 21:17:44 main:574] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.0312496 | Time: 6448.35 ms [2022-04-13 21:17:50 main:574] : INFO : Epoch 2013 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 6458.94 ms [2022-04-13 21:17:57 main:574] : INFO : Epoch 2014 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 6494.88 ms [2022-04-13 21:18:04 main:574] : INFO : Epoch 2015 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 7234.98 ms [2022-04-13 21:18:10 main:574] : INFO : Epoch 2016 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 6474.79 ms [2022-04-13 21:18:17 main:574] : INFO : Epoch 2017 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6544.77 ms [2022-04-13 21:18:24 main:574] : INFO : Epoch 2018 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6563.06 ms [2022-04-13 21:18:30 main:574] : INFO : Epoch 2019 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 6113.5 ms [2022-04-13 21:18:36 main:574] : INFO : Epoch 2020 | loss: 0.0312496 | val_loss: 0.0312521 | Time: 6417.1 ms [2022-04-13 21:18:43 main:574] : INFO : Epoch 2021 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 6425.62 ms [2022-04-13 21:18:49 main:574] : INFO : Epoch 2022 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 6099.59 ms [2022-04-13 21:18:55 main:574] : INFO : Epoch 2023 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 6220.62 ms [2022-04-13 21:19:01 main:574] : INFO : Epoch 2024 | loss: 0.03125 | val_loss: 0.0312491 | Time: 6544.85 ms [2022-04-13 21:19:08 main:574] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.031249 | Time: 6522.83 ms [2022-04-13 21:19:14 main:574] : INFO : Epoch 2026 | loss: 0.0312501 | val_loss: 0.0312486 | Time: 6165.47 ms [2022-04-13 21:19:20 main:574] : INFO : Epoch 2027 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 6059.97 ms [2022-04-13 21:19:26 main:574] : INFO : Epoch 2028 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 6168.91 ms [2022-04-13 21:19:33 main:574] : INFO : Epoch 2029 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 6251.28 ms [2022-04-13 21:19:39 main:574] : INFO : Epoch 2030 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6466.93 ms [2022-04-13 21:19:46 main:574] : INFO : Epoch 2031 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 6590.75 ms [2022-04-13 21:19:52 main:574] : INFO : Epoch 2032 | loss: 0.0312502 | val_loss: 0.0312487 | Time: 6098.73 ms [2022-04-13 21:19:58 main:574] : INFO : Epoch 2033 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 6215.61 ms [2022-04-13 21:20:05 main:574] : INFO : Epoch 2034 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 6649.36 ms [2022-04-13 21:20:11 main:574] : INFO : Epoch 2035 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 6571.27 ms [2022-04-13 21:20:18 main:574] : INFO : Epoch 2036 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 6312.05 ms [2022-04-13 21:20:24 main:574] : INFO : Epoch 2037 | loss: 0.0312498 | val_loss: 0.0312486 | Time: 6592.86 ms [2022-04-13 21:20:31 main:574] : INFO : Epoch 2038 | loss: 0.0312494 | val_loss: 0.031249 | Time: 6444.33 ms [2022-04-13 21:20:37 main:574] : INFO : Epoch 2039 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6261.16 ms [2022-04-13 21:20:43 main:574] : INFO : Epoch 2040 | loss: 0.0312494 | val_loss: 0.0312523 | Time: 6483.96 ms [2022-04-13 21:20:49 main:574] : INFO : Epoch 2041 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 6150.19 ms [2022-04-13 21:20:56 main:574] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.031249 | Time: 6073.18 ms [2022-04-13 21:21:02 main:574] : INFO : Epoch 2043 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6626.85 ms [2022-04-13 21:21:09 main:574] : INFO : Epoch 2044 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 6500.24 ms [2022-04-13 21:21:15 main:574] : INFO : Epoch 2045 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6342.54 ms [2022-04-13 21:21:21 main:574] : INFO : Epoch 2046 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 6334.53 ms [2022-04-13 21:21:27 main:574] : INFO : Epoch 2047 | loss: 0.0312493 | val_loss: 0.031249 | Time: 6119.51 ms [2022-04-13 21:21:34 main:574] : INFO : Epoch 2048 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6673.31 ms [2022-04-13 21:21:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312488 [2022-04-13 21:21:34 main:603] : INFO : Saving end state to config to file [2022-04-13 21:21:34 main:608] : INFO : Success, exiting.. 21:21:34 (11076): 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)