Task 10002958
| Name | ParityModified-1639949934-13046-0_0 |
| Workunit | 7381835 |
| Created | 19 Dec 2021, 21:38:59 UTC |
| Sent | 27 Dec 2021, 6:41:54 UTC |
| Report deadline | 4 Jan 2022, 6:41:54 UTC |
| Received | 27 Dec 2021, 10:05:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16924 |
| Run time | 2 hours 17 min 30 sec |
| CPU time | 2 hours 12 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,786.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 11:06:56 main:574] : INFO : Epoch 1542 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 4012.93 ms [2021-12-27 11:07:00 main:574] : INFO : Epoch 1543 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 4010.5 ms [2021-12-27 11:07:04 main:574] : INFO : Epoch 1544 | loss: 0.0312488 | val_loss: 0.031249 | Time: 4023.62 ms [2021-12-27 11:07:08 main:574] : INFO : Epoch 1545 | loss: 0.0312508 | val_loss: 0.0312478 | Time: 4016.7 ms [2021-12-27 11:07:12 main:574] : INFO : Epoch 1546 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 4014.57 ms [2021-12-27 11:07:16 main:574] : INFO : Epoch 1547 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 4008.69 ms [2021-12-27 11:07:20 main:574] : INFO : Epoch 1548 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 4028.57 ms [2021-12-27 11:07:24 main:574] : INFO : Epoch 1549 | loss: 0.0312481 | val_loss: 0.031247 | Time: 4020.16 ms [2021-12-27 11:07:28 main:574] : INFO : Epoch 1550 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 4018.07 ms [2021-12-27 11:07:32 main:574] : INFO : Epoch 1551 | loss: 0.031248 | val_loss: 0.031247 | Time: 4009.44 ms [2021-12-27 11:07:36 main:574] : INFO : Epoch 1552 | loss: 0.031249 | val_loss: 0.0312492 | Time: 4005.39 ms [2021-12-27 11:07:40 main:574] : INFO : Epoch 1553 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 3988.2 ms [2021-12-27 11:07:44 main:574] : INFO : Epoch 1554 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 4007.54 ms [2021-12-27 11:07:48 main:574] : INFO : Epoch 1555 | loss: 0.0312479 | val_loss: 0.031247 | Time: 4006.55 ms [2021-12-27 11:07:52 main:574] : INFO : Epoch 1556 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 4011.55 ms [2021-12-27 11:07:56 main:574] : INFO : Epoch 1557 | loss: 0.0312482 | val_loss: 0.031247 | Time: 4014.33 ms [2021-12-27 11:08:00 main:574] : INFO : Epoch 1558 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 4006.72 ms [2021-12-27 11:08:04 main:574] : INFO : Epoch 1559 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 3999.51 ms [2021-12-27 11:08:09 main:574] : INFO : Epoch 1560 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 4121.31 ms [2021-12-27 11:08:13 main:574] : INFO : Epoch 1561 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 4012.63 ms [2021-12-27 11:08:17 main:574] : INFO : Epoch 1562 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 4036.62 ms [2021-12-27 11:08:21 main:574] : INFO : Epoch 1563 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 4029.38 ms [2021-12-27 11:08:25 main:574] : INFO : Epoch 1564 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 4017.87 ms [2021-12-27 11:08:29 main:574] : INFO : Epoch 1565 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 4012.16 ms [2021-12-27 11:08:33 main:574] : INFO : Epoch 1566 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 4006.18 ms [2021-12-27 11:08:37 main:574] : INFO : Epoch 1567 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 4016.46 ms [2021-12-27 11:08:41 main:574] : INFO : Epoch 1568 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 4014.86 ms [2021-12-27 11:08:45 main:574] : INFO : Epoch 1569 | loss: 0.0312497 | val_loss: 0.0312479 | Time: 4015.72 ms [2021-12-27 11:08:49 main:574] : INFO : Epoch 1570 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 4013.23 ms [2021-12-27 11:08:53 main:574] : INFO : Epoch 1571 | loss: 0.031249 | val_loss: 0.0312482 | Time: 4021.54 ms [2021-12-27 11:08:57 main:574] : INFO : Epoch 1572 | loss: 0.0312493 | val_loss: 0.0312475 | Time: 4010.33 ms [2021-12-27 11:09:01 main:574] : INFO : Epoch 1573 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 4020.54 ms [2021-12-27 11:09:05 main:574] : INFO : Epoch 1574 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 4004.76 ms [2021-12-27 11:09:09 main:574] : INFO : Epoch 1575 | loss: 0.0312496 | val_loss: 0.0312475 | Time: 4026.26 ms [2021-12-27 11:09:13 main:574] : INFO : Epoch 1576 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 4007.68 ms [2021-12-27 11:09:17 main:574] : INFO : Epoch 1577 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 4020.09 ms [2021-12-27 11:09:21 main:574] : INFO : Epoch 1578 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 4013.84 ms [2021-12-27 11:09:25 main:574] : INFO : Epoch 1579 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 4023.42 ms [2021-12-27 11:09:29 main:574] : INFO : Epoch 1580 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 4008.6 ms [2021-12-27 11:09:33 main:574] : INFO : Epoch 1581 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 4009.52 ms [2021-12-27 11:09:37 main:574] : INFO : Epoch 1582 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 4016.25 ms [2021-12-27 11:09:41 main:574] : INFO : Epoch 1583 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 4011.63 ms [2021-12-27 11:09:45 main:574] : INFO : Epoch 1584 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 3998.07 ms [2021-12-27 11:09:49 main:574] : INFO : Epoch 1585 | loss: 0.031249 | val_loss: 0.0312484 | Time: 4014.26 ms [2021-12-27 11:09:53 main:574] : INFO : Epoch 1586 | loss: 0.03125 | val_loss: 0.0312472 | Time: 4017.6 ms [2021-12-27 11:09:57 main:574] : INFO : Epoch 1587 | loss: 0.0312483 | val_loss: 0.031247 | Time: 4019.88 ms [2021-12-27 11:10:01 main:574] : INFO : Epoch 1588 | loss: 0.031248 | val_loss: 0.0312477 | Time: 4010.02 ms [2021-12-27 11:10:05 main:574] : INFO : Epoch 1589 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 4020.76 ms [2021-12-27 11:10:09 main:574] : INFO : Epoch 1590 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 4010.28 ms [2021-12-27 11:10:13 main:574] : INFO : Epoch 1591 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 4002.71 ms [2021-12-27 11:10:17 main:574] : INFO : Epoch 1592 | loss: 0.031248 | val_loss: 0.0312469 | Time: 4019.77 ms [2021-12-27 11:10:21 main:574] : INFO : Epoch 1593 | loss: 0.0312488 | val_loss: 0.0312473 | Time: 4000.07 ms [2021-12-27 11:10:25 main:574] : INFO : Epoch 1594 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 4031.08 ms [2021-12-27 11:10:29 main:574] : INFO : Epoch 1595 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 4009.04 ms [2021-12-27 11:10:33 main:574] : INFO : Epoch 1596 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 4017.64 ms [2021-12-27 11:10:37 main:574] : INFO : Epoch 1597 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 4019.21 ms [2021-12-27 11:10:41 main:574] : INFO : Epoch 1598 | loss: 0.0312488 | val_loss: 0.0312471 | Time: 4016.66 ms [2021-12-27 11:10:45 main:574] : INFO : Epoch 1599 | loss: 0.031248 | val_loss: 0.0312468 | Time: 4017.67 ms [2021-12-27 11:10:49 main:574] : INFO : Epoch 1600 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 4012.63 ms [2021-12-27 11:10:53 main:574] : INFO : Epoch 1601 | loss: 0.0312491 | val_loss: 0.0312475 | Time: 4002.73 ms [2021-12-27 11:10:57 main:574] : INFO : Epoch 1602 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 4011.89 ms [2021-12-27 11:11:01 main:574] : INFO : Epoch 1603 | loss: 0.0312494 | val_loss: 0.0312478 | Time: 4007.61 ms [2021-12-27 11:11:05 main:574] : INFO : Epoch 1604 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 4009.06 ms [2021-12-27 11:11:09 main:574] : INFO : Epoch 1605 | loss: 0.031248 | val_loss: 0.0312479 | Time: 4066.81 ms [2021-12-27 11:11:13 main:574] : INFO : Epoch 1606 | loss: 0.0312493 | val_loss: 0.0312475 | Time: 4020.06 ms [2021-12-27 11:11:17 main:574] : INFO : Epoch 1607 | loss: 0.0312493 | val_loss: 0.0312471 | Time: 4014.08 ms [2021-12-27 11:11:21 main:574] : INFO : Epoch 1608 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 4020.14 ms [2021-12-27 11:11:26 main:574] : INFO : Epoch 1609 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 4007.22 ms [2021-12-27 11:11:30 main:574] : INFO : Epoch 1610 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 4013.58 ms [2021-12-27 11:11:34 main:574] : INFO : Epoch 1611 | loss: 0.0312496 | val_loss: 0.0312477 | Time: 4016.52 ms [2021-12-27 11:11:38 main:574] : INFO : Epoch 1612 | loss: 0.0312487 | val_loss: 0.031248 | Time: 4020.62 ms [2021-12-27 11:11:42 main:574] : INFO : Epoch 1613 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 4011.98 ms [2021-12-27 11:11:46 main:574] : INFO : Epoch 1614 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 4018.89 ms [2021-12-27 11:11:50 main:574] : INFO : Epoch 1615 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 4027.28 ms [2021-12-27 11:11:54 main:574] : INFO : Epoch 1616 | loss: 0.0312486 | val_loss: 0.0312469 | Time: 4024.9 ms [2021-12-27 11:11:58 main:574] : INFO : Epoch 1617 | loss: 0.0312489 | val_loss: 0.0312473 | Time: 4007.04 ms [2021-12-27 11:12:02 main:574] : INFO : Epoch 1618 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 4023.11 ms [2021-12-27 11:12:06 main:574] : INFO : Epoch 1619 | loss: 0.031248 | val_loss: 0.0312471 | Time: 3998.98 ms [2021-12-27 11:12:10 main:574] : INFO : Epoch 1620 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 4013.18 ms [2021-12-27 11:12:14 main:574] : INFO : Epoch 1621 | loss: 0.0312485 | val_loss: 0.0312505 | Time: 4011.89 ms [2021-12-27 11:12:18 main:574] : INFO : Epoch 1622 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 4019.61 ms [2021-12-27 11:12:22 main:574] : INFO : Epoch 1623 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 3999.09 ms [2021-12-27 11:12:26 main:574] : INFO : Epoch 1624 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 4008.8 ms [2021-12-27 11:12:30 main:574] : INFO : Epoch 1625 | loss: 0.0312498 | val_loss: 0.0312477 | Time: 4009.4 ms [2021-12-27 11:12:34 main:574] : INFO : Epoch 1626 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 4019.27 ms [2021-12-27 11:12:38 main:574] : INFO : Epoch 1627 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 3994.56 ms [2021-12-27 11:12:42 main:574] : INFO : Epoch 1628 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 4026.84 ms [2021-12-27 11:12:46 main:574] : INFO : Epoch 1629 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 4015.06 ms [2021-12-27 11:12:50 main:574] : INFO : Epoch 1630 | loss: 0.0312479 | val_loss: 0.031247 | Time: 4013.16 ms [2021-12-27 11:12:54 main:574] : INFO : Epoch 1631 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 4014.54 ms [2021-12-27 11:12:58 main:574] : INFO : Epoch 1632 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 4017.68 ms [2021-12-27 11:13:02 main:574] : INFO : Epoch 1633 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 4016.59 ms [2021-12-27 11:13:06 main:574] : INFO : Epoch 1634 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 4023.28 ms [2021-12-27 11:13:10 main:574] : INFO : Epoch 1635 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 4017.58 ms [2021-12-27 11:13:14 main:574] : INFO : Epoch 1636 | loss: 0.031248 | val_loss: 0.0312469 | Time: 4015.21 ms [2021-12-27 11:13:18 main:574] : INFO : Epoch 1637 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 4021.17 ms [2021-12-27 11:13:22 main:574] : INFO : Epoch 1638 | loss: 0.0312486 | val_loss: 0.031249 | Time: 4021.09 ms [2021-12-27 11:13:26 main:574] : INFO : Epoch 1639 | loss: 0.0312492 | val_loss: 0.031247 | Time: 3999.45 ms [2021-12-27 11:13:30 main:574] : INFO : Epoch 1640 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 4011.77 ms [2021-12-27 11:13:34 main:574] : INFO : Epoch 1641 | loss: 0.0312498 | val_loss: 0.0312473 | Time: 4017.62 ms [2021-12-27 11:13:38 main:574] : INFO : Epoch 1642 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 4027.36 ms [2021-12-27 11:13:42 main:574] : INFO : Epoch 1643 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 4014.72 ms [2021-12-27 11:13:46 main:574] : INFO : Epoch 1644 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 4016.46 ms [2021-12-27 11:13:50 main:574] : INFO : Epoch 1645 | loss: 0.031248 | val_loss: 0.031247 | Time: 4008.81 ms [2021-12-27 11:13:54 main:574] : INFO : Epoch 1646 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 4010.84 ms [2021-12-27 11:13:58 main:574] : INFO : Epoch 1647 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 4009.41 ms [2021-12-27 11:14:02 main:574] : INFO : Epoch 1648 | loss: 0.0312477 | val_loss: 0.031247 | Time: 4012.85 ms [2021-12-27 11:14:06 main:574] : INFO : Epoch 1649 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 4013.37 ms [2021-12-27 11:14:10 main:574] : INFO : Epoch 1650 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 4039.61 ms [2021-12-27 11:14:14 main:574] : INFO : Epoch 1651 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 3998.76 ms [2021-12-27 11:14:18 main:574] : INFO : Epoch 1652 | loss: 0.031248 | val_loss: 0.0312467 | Time: 4023.61 ms [2021-12-27 11:14:22 main:574] : INFO : Epoch 1653 | loss: 0.031248 | val_loss: 0.0312471 | Time: 4015.15 ms [2021-12-27 11:14:26 main:574] : INFO : Epoch 1654 | loss: 0.0312486 | val_loss: 0.031248 | Time: 4021.88 ms [2021-12-27 11:14:30 main:574] : INFO : Epoch 1655 | loss: 0.0312482 | val_loss: 0.031247 | Time: 4012.12 ms [2021-12-27 11:14:34 main:574] : INFO : Epoch 1656 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 4018.28 ms [2021-12-27 11:14:38 main:574] : INFO : Epoch 1657 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 4014.51 ms [2021-12-27 11:14:42 main:574] : INFO : Epoch 1658 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 4022.2 ms [2021-12-27 11:14:46 main:574] : INFO : Epoch 1659 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 4016.13 ms [2021-12-27 11:14:50 main:574] : INFO : Epoch 1660 | loss: 0.0312491 | val_loss: 0.0312474 | Time: 4023.85 ms [2021-12-27 11:14:54 main:574] : INFO : Epoch 1661 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 4010.08 ms [2021-12-27 11:14:58 main:574] : INFO : Epoch 1662 | loss: 0.031248 | val_loss: 0.0312476 | Time: 4027.85 ms [2021-12-27 11:15:03 main:574] : INFO : Epoch 1663 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 4024.6 ms [2021-12-27 11:15:07 main:574] : INFO : Epoch 1664 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 4029.54 ms [2021-12-27 11:15:11 main:574] : INFO : Epoch 1665 | loss: 0.0312504 | val_loss: 0.0312487 | Time: 4020.3 ms [2021-12-27 11:15:15 main:574] : INFO : Epoch 1666 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 4026.7 ms [2021-12-27 11:15:19 main:574] : INFO : Epoch 1667 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 4012.95 ms [2021-12-27 11:15:23 main:574] : INFO : Epoch 1668 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 4012.3 ms [2021-12-27 11:15:27 main:574] : INFO : Epoch 1669 | loss: 0.0312497 | val_loss: 0.0312479 | Time: 4017.99 ms [2021-12-27 11:15:31 main:574] : INFO : Epoch 1670 | loss: 0.0312495 | val_loss: 0.0312479 | Time: 4030.74 ms [2021-12-27 11:15:35 main:574] : INFO : Epoch 1671 | loss: 0.0312496 | val_loss: 0.0312478 | Time: 4021.25 ms [2021-12-27 11:15:39 main:574] : INFO : Epoch 1672 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 4010.77 ms [2021-12-27 11:15:43 main:574] : INFO : Epoch 1673 | loss: 0.0312484 | val_loss: 0.031249 | Time: 4007.22 ms [2021-12-27 11:15:47 main:574] : INFO : Epoch 1674 | loss: 0.0312487 | val_loss: 0.0312469 | Time: 4021.14 ms [2021-12-27 11:15:51 main:574] : INFO : Epoch 1675 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 3995.63 ms [2021-12-27 11:15:55 main:574] : INFO : Epoch 1676 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 4024.39 ms [2021-12-27 11:15:59 main:574] : INFO : Epoch 1677 | loss: 0.0312507 | val_loss: 0.0312483 | Time: 4024.96 ms [2021-12-27 11:16:03 main:574] : INFO : Epoch 1678 | loss: 0.0312483 | val_loss: 0.031247 | Time: 4037.43 ms [2021-12-27 11:16:07 main:574] : INFO : Epoch 1679 | loss: 0.031248 | val_loss: 0.0312471 | Time: 4012.31 ms [2021-12-27 11:16:11 main:574] : INFO : Epoch 1680 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 4012.25 ms [2021-12-27 11:16:15 main:574] : INFO : Epoch 1681 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 4049.37 ms [2021-12-27 11:16:19 main:574] : INFO : Epoch 1682 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 4141.27 ms [2021-12-27 11:16:23 main:574] : INFO : Epoch 1683 | loss: 0.031248 | val_loss: 0.0312481 | Time: 4023.98 ms [2021-12-27 11:16:27 main:574] : INFO : Epoch 1684 | loss: 0.031248 | val_loss: 0.0312469 | Time: 4048.5 ms [2021-12-27 11:16:32 main:574] : INFO : Epoch 1685 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 4621.91 ms [2021-12-27 11:16:39 main:574] : INFO : Epoch 1686 | loss: 0.0312485 | val_loss: 0.0312502 | Time: 7002 ms [2021-12-27 11:16:43 main:574] : INFO : Epoch 1687 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 4402.37 ms [2021-12-27 11:16:47 main:574] : INFO : Epoch 1688 | loss: 0.031249 | val_loss: 0.0312476 | Time: 4277.45 ms [2021-12-27 11:16:52 main:574] : INFO : Epoch 1689 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 4238.14 ms [2021-12-27 11:16:56 main:574] : INFO : Epoch 1690 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 4265.51 ms [2021-12-27 11:17:00 main:574] : INFO : Epoch 1691 | loss: 0.0312477 | val_loss: 0.031248 | Time: 4145.82 ms [2021-12-27 11:17:04 main:574] : INFO : Epoch 1692 | loss: 0.0312492 | val_loss: 0.0312473 | Time: 4157.11 ms [2021-12-27 11:17:08 main:574] : INFO : Epoch 1693 | loss: 0.0312482 | val_loss: 0.031247 | Time: 4150.45 ms [2021-12-27 11:17:13 main:574] : INFO : Epoch 1694 | loss: 0.0312492 | val_loss: 0.031248 | Time: 4126.43 ms [2021-12-27 11:17:17 main:574] : INFO : Epoch 1695 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 4175.16 ms [2021-12-27 11:17:21 main:574] : INFO : Epoch 1696 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 4167.25 ms [2021-12-27 11:17:25 main:574] : INFO : Epoch 1697 | loss: 0.031248 | val_loss: 0.031247 | Time: 4158.54 ms [2021-12-27 11:17:29 main:574] : INFO : Epoch 1698 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 4151.22 ms [2021-12-27 11:17:33 main:574] : INFO : Epoch 1699 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 4144.33 ms [2021-12-27 11:17:38 main:574] : INFO : Epoch 1700 | loss: 0.0312495 | val_loss: 0.031249 | Time: 4176.6 ms [2021-12-27 11:17:42 main:574] : INFO : Epoch 1701 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 4254.29 ms [2021-12-27 11:17:46 main:574] : INFO : Epoch 1702 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 4140.35 ms [2021-12-27 11:17:50 main:574] : INFO : Epoch 1703 | loss: 0.0312477 | val_loss: 0.031247 | Time: 4219.54 ms [2021-12-27 11:17:55 main:574] : INFO : Epoch 1704 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 4326.85 ms [2021-12-27 11:17:59 main:574] : INFO : Epoch 1705 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 4062.42 ms [2021-12-27 11:18:03 main:574] : INFO : Epoch 1706 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 4149.23 ms [2021-12-27 11:18:07 main:574] : INFO : Epoch 1707 | loss: 0.0312491 | val_loss: 0.031247 | Time: 4015.37 ms [2021-12-27 11:18:11 main:574] : INFO : Epoch 1708 | loss: 0.0312482 | val_loss: 0.031247 | Time: 4033.95 ms [2021-12-27 11:18:15 main:574] : INFO : Epoch 1709 | loss: 0.031249 | val_loss: 0.0312473 | Time: 4008.62 ms [2021-12-27 11:18:19 main:574] : INFO : Epoch 1710 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 4056.77 ms [2021-12-27 11:18:23 main:574] : INFO : Epoch 1711 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 4263.51 ms [2021-12-27 11:18:27 main:574] : INFO : Epoch 1712 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 4263.97 ms [2021-12-27 11:18:32 main:574] : INFO : Epoch 1713 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 4173.09 ms [2021-12-27 11:18:36 main:574] : INFO : Epoch 1714 | loss: 0.0312488 | val_loss: 0.0312508 | Time: 4423.29 ms [2021-12-27 11:18:40 main:574] : INFO : Epoch 1715 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 4150.59 ms [2021-12-27 11:18:44 main:574] : INFO : Epoch 1716 | loss: 0.0312487 | val_loss: 0.0312473 | Time: 4107.93 ms [2021-12-27 11:18:48 main:574] : INFO : Epoch 1717 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 4113.97 ms [2021-12-27 11:18:53 main:574] : INFO : Epoch 1718 | loss: 0.0312509 | val_loss: 0.0312555 | Time: 4100 ms [2021-12-27 11:18:57 main:574] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.031247 | Time: 4136.05 ms [2021-12-27 11:19:01 main:574] : INFO : Epoch 1720 | loss: 0.0312496 | val_loss: 0.0312472 | Time: 4072.31 ms [2021-12-27 11:19:05 main:574] : INFO : Epoch 1721 | loss: 0.031248 | val_loss: 0.0312478 | Time: 4125.45 ms [2021-12-27 11:19:09 main:574] : INFO : Epoch 1722 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 4105.54 ms [2021-12-27 11:19:13 main:574] : INFO : Epoch 1723 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 4111.52 ms [2021-12-27 11:19:17 main:574] : INFO : Epoch 1724 | loss: 0.0312479 | val_loss: 0.031247 | Time: 4108.27 ms [2021-12-27 11:19:21 main:574] : INFO : Epoch 1725 | loss: 0.0312501 | val_loss: 0.0312485 | Time: 4111.8 ms [2021-12-27 11:19:25 main:574] : INFO : Epoch 1726 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 4090.37 ms [2021-12-27 11:19:30 main:574] : INFO : Epoch 1727 | loss: 0.0312499 | val_loss: 0.031251 | Time: 4156.86 ms [2021-12-27 11:19:34 main:574] : INFO : Epoch 1728 | loss: 0.0312505 | val_loss: 0.0312483 | Time: 4115.89 ms [2021-12-27 11:19:38 main:574] : INFO : Epoch 1729 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 4113.12 ms [2021-12-27 11:19:42 main:574] : INFO : Epoch 1730 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 4090.27 ms [2021-12-27 11:19:46 main:574] : INFO : Epoch 1731 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 4112.67 ms [2021-12-27 11:19:50 main:574] : INFO : Epoch 1732 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 4101.04 ms [2021-12-27 11:19:54 main:574] : INFO : Epoch 1733 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 4115.73 ms [2021-12-27 11:19:58 main:574] : INFO : Epoch 1734 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 4110.34 ms [2021-12-27 11:20:02 main:574] : INFO : Epoch 1735 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 4124.03 ms [2021-12-27 11:20:07 main:574] : INFO : Epoch 1736 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 4093.93 ms [2021-12-27 11:20:11 main:574] : INFO : Epoch 1737 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 4101.8 ms [2021-12-27 11:20:15 main:574] : INFO : Epoch 1738 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 4090.36 ms [2021-12-27 11:20:19 main:574] : INFO : Epoch 1739 | loss: 0.0312494 | val_loss: 0.0312473 | Time: 4121.48 ms [2021-12-27 11:20:23 main:574] : INFO : Epoch 1740 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 4105.75 ms [2021-12-27 11:20:27 main:574] : INFO : Epoch 1741 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 4103.14 ms [2021-12-27 11:20:31 main:574] : INFO : Epoch 1742 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 4091.62 ms [2021-12-27 11:20:35 main:574] : INFO : Epoch 1743 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 4137.87 ms [2021-12-27 11:20:39 main:574] : INFO : Epoch 1744 | loss: 0.0312483 | val_loss: 0.0312467 | Time: 4116.37 ms [2021-12-27 11:20:44 main:574] : INFO : Epoch 1745 | loss: 0.0312481 | val_loss: 0.031247 | Time: 4142.84 ms [2021-12-27 11:20:48 main:574] : INFO : Epoch 1746 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 4102.93 ms [2021-12-27 11:20:52 main:574] : INFO : Epoch 1747 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 4115.28 ms [2021-12-27 11:20:56 main:574] : INFO : Epoch 1748 | loss: 0.0312487 | val_loss: 0.031247 | Time: 4099.5 ms [2021-12-27 11:21:00 main:574] : INFO : Epoch 1749 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 4111.85 ms [2021-12-27 11:21:04 main:574] : INFO : Epoch 1750 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 4115.07 ms [2021-12-27 11:21:08 main:574] : INFO : Epoch 1751 | loss: 0.031248 | val_loss: 0.031247 | Time: 4105.5 ms [2021-12-27 11:21:12 main:574] : INFO : Epoch 1752 | loss: 0.0312484 | val_loss: 0.031247 | Time: 4074.27 ms [2021-12-27 11:21:16 main:574] : INFO : Epoch 1753 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 4113.57 ms [2021-12-27 11:21:21 main:574] : INFO : Epoch 1754 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 4096.45 ms [2021-12-27 11:21:25 main:574] : INFO : Epoch 1755 | loss: 0.0312492 | val_loss: 0.0312472 | Time: 4104.7 ms [2021-12-27 11:21:29 main:574] : INFO : Epoch 1756 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 4096.69 ms [2021-12-27 11:21:33 main:574] : INFO : Epoch 1757 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 4102.36 ms [2021-12-27 11:21:37 main:574] : INFO : Epoch 1758 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 4112.27 ms [2021-12-27 11:21:41 main:574] : INFO : Epoch 1759 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 4114.02 ms [2021-12-27 11:21:45 main:574] : INFO : Epoch 1760 | loss: 0.0312486 | val_loss: 0.0312467 | Time: 4101.47 ms [2021-12-27 11:21:49 main:574] : INFO : Epoch 1761 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 4118.68 ms [2021-12-27 11:21:53 main:574] : INFO : Epoch 1762 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 4104.01 ms [2021-12-27 11:21:58 main:574] : INFO : Epoch 1763 | loss: 0.0312492 | val_loss: 0.0312473 | Time: 4118.8 ms [2021-12-27 11:22:02 main:574] : INFO : Epoch 1764 | loss: 0.0312489 | val_loss: 0.0312468 | Time: 4086.08 ms [2021-12-27 11:22:06 main:574] : INFO : Epoch 1765 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 4096.31 ms [2021-12-27 11:22:10 main:574] : INFO : Epoch 1766 | loss: 0.0312493 | val_loss: 0.0312468 | Time: 4102.44 ms [2021-12-27 11:22:14 main:574] : INFO : Epoch 1767 | loss: 0.0312495 | val_loss: 0.0312471 | Time: 4110.9 ms [2021-12-27 11:22:18 main:574] : INFO : Epoch 1768 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 4098.07 ms [2021-12-27 11:22:22 main:574] : INFO : Epoch 1769 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 4159.7 ms [2021-12-27 11:22:26 main:574] : INFO : Epoch 1770 | loss: 0.0312486 | val_loss: 0.0312517 | Time: 4072.49 ms [2021-12-27 11:22:30 main:574] : INFO : Epoch 1771 | loss: 0.0312493 | val_loss: 0.0312472 | Time: 4031.97 ms [2021-12-27 11:22:35 main:574] : INFO : Epoch 1772 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 4203.13 ms [2021-12-27 11:22:39 main:574] : INFO : Epoch 1773 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 4019.07 ms [2021-12-27 11:22:43 main:574] : INFO : Epoch 1774 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 4064.79 ms [2021-12-27 11:22:47 main:574] : INFO : Epoch 1775 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 4118.16 ms [2021-12-27 11:22:51 main:574] : INFO : Epoch 1776 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 4067.1 ms [2021-12-27 11:22:55 main:574] : INFO : Epoch 1777 | loss: 0.0312485 | val_loss: 0.0312465 | Time: 4042.32 ms [2021-12-27 11:23:00 main:574] : INFO : Epoch 1778 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 4763.18 ms [2021-12-27 11:23:04 main:574] : INFO : Epoch 1779 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 4594.64 ms [2021-12-27 11:23:08 main:574] : INFO : Epoch 1780 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 4222.24 ms [2021-12-27 11:23:13 main:574] : INFO : Epoch 1781 | loss: 0.0312487 | val_loss: 0.031247 | Time: 4287.93 ms [2021-12-27 11:23:17 main:574] : INFO : Epoch 1782 | loss: 0.0312476 | val_loss: 0.031247 | Time: 4255.85 ms [2021-12-27 11:23:21 main:574] : INFO : Epoch 1783 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 4345.9 ms [2021-12-27 11:23:26 main:574] : INFO : Epoch 1784 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 4197.76 ms [2021-12-27 11:23:30 main:574] : INFO : Epoch 1785 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 4200.28 ms [2021-12-27 11:23:34 main:574] : INFO : Epoch 1786 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 4246.53 ms [2021-12-27 11:23:38 main:574] : INFO : Epoch 1787 | loss: 0.0312494 | val_loss: 0.0312466 | Time: 4348.9 ms [2021-12-27 11:23:43 main:574] : INFO : Epoch 1788 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 4171.82 ms [2021-12-27 11:23:47 main:574] : INFO : Epoch 1789 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 4216.86 ms [2021-12-27 11:23:51 main:574] : INFO : Epoch 1790 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 4243.39 ms [2021-12-27 11:23:55 main:574] : INFO : Epoch 1791 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 4224.15 ms [2021-12-27 11:24:00 main:574] : INFO : Epoch 1792 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 4276.81 ms [2021-12-27 11:24:04 main:574] : INFO : Epoch 1793 | loss: 0.031248 | val_loss: 0.031247 | Time: 4171.05 ms [2021-12-27 11:24:08 main:574] : INFO : Epoch 1794 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 4287.38 ms [2021-12-27 11:24:12 main:574] : INFO : Epoch 1795 | loss: 0.031248 | val_loss: 0.031247 | Time: 4178.66 ms [2021-12-27 11:24:17 main:574] : INFO : Epoch 1796 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 4261.94 ms [2021-12-27 11:24:21 main:574] : INFO : Epoch 1797 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 4263.54 ms [2021-12-27 11:24:25 main:574] : INFO : Epoch 1798 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 4228.33 ms [2021-12-27 11:24:29 main:574] : INFO : Epoch 1799 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 4181.78 ms [2021-12-27 11:24:34 main:574] : INFO : Epoch 1800 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 4293.47 ms [2021-12-27 11:24:38 main:574] : INFO : Epoch 1801 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 4254.2 ms [2021-12-27 11:24:42 main:574] : INFO : Epoch 1802 | loss: 0.0312486 | val_loss: 0.031248 | Time: 4204.38 ms [2021-12-27 11:24:46 main:574] : INFO : Epoch 1803 | loss: 0.031248 | val_loss: 0.0312484 | Time: 4222.28 ms [2021-12-27 11:24:50 main:574] : INFO : Epoch 1804 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 4237.26 ms [2021-12-27 11:24:55 main:574] : INFO : Epoch 1805 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 4180.47 ms [2021-12-27 11:24:59 main:574] : INFO : Epoch 1806 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 4206.08 ms [2021-12-27 11:25:03 main:574] : INFO : Epoch 1807 | loss: 0.0312481 | val_loss: 0.031247 | Time: 4296.02 ms [2021-12-27 11:25:07 main:574] : INFO : Epoch 1808 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 4255.33 ms [2021-12-27 11:25:12 main:574] : INFO : Epoch 1809 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 4209.76 ms [2021-12-27 11:25:16 main:574] : INFO : Epoch 1810 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 4277.45 ms [2021-12-27 11:25:20 main:574] : INFO : Epoch 1811 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 4242.42 ms [2021-12-27 11:25:24 main:574] : INFO : Epoch 1812 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 4202.67 ms [2021-12-27 11:25:29 main:574] : INFO : Epoch 1813 | loss: 0.0312485 | val_loss: 0.0312467 | Time: 4240.63 ms [2021-12-27 11:25:33 main:574] : INFO : Epoch 1814 | loss: 0.0312485 | val_loss: 0.031247 | Time: 4262.27 ms [2021-12-27 11:25:37 main:574] : INFO : Epoch 1815 | loss: 0.0312481 | val_loss: 0.031248 | Time: 4207.4 ms [2021-12-27 11:25:41 main:574] : INFO : Epoch 1816 | loss: 0.031248 | val_loss: 0.0312467 | Time: 4291.24 ms [2021-12-27 11:25:46 main:574] : INFO : Epoch 1817 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 4292.09 ms [2021-12-27 11:25:50 main:574] : INFO : Epoch 1818 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 4511.95 ms [2021-12-27 11:25:54 main:574] : INFO : Epoch 1819 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 4123.19 ms [2021-12-27 11:25:59 main:574] : INFO : Epoch 1820 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 4509.69 ms [2021-12-27 11:26:03 main:574] : INFO : Epoch 1821 | loss: 0.031248 | val_loss: 0.0312483 | Time: 4163.74 ms [2021-12-27 11:26:07 main:574] : INFO : Epoch 1822 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 4157.16 ms [2021-12-27 11:26:11 main:574] : INFO : Epoch 1823 | loss: 0.0312475 | val_loss: 0.031247 | Time: 4154.16 ms [2021-12-27 11:26:15 main:574] : INFO : Epoch 1824 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 4175.6 ms [2021-12-27 11:26:20 main:574] : INFO : Epoch 1825 | loss: 0.0312481 | val_loss: 0.0312465 | Time: 4157.55 ms [2021-12-27 11:26:24 main:574] : INFO : Epoch 1826 | loss: 0.031248 | val_loss: 0.0312468 | Time: 4130.2 ms [2021-12-27 11:26:28 main:574] : INFO : Epoch 1827 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 4168.84 ms [2021-12-27 11:26:32 main:574] : INFO : Epoch 1828 | loss: 0.0312478 | val_loss: 0.031247 | Time: 4193.67 ms [2021-12-27 11:26:36 main:574] : INFO : Epoch 1829 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 4165.35 ms [2021-12-27 11:26:40 main:574] : INFO : Epoch 1830 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 4163.47 ms [2021-12-27 11:26:45 main:574] : INFO : Epoch 1831 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 4165.76 ms [2021-12-27 11:26:49 main:574] : INFO : Epoch 1832 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 4163.75 ms [2021-12-27 11:26:53 main:574] : INFO : Epoch 1833 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 4164.97 ms [2021-12-27 11:26:57 main:574] : INFO : Epoch 1834 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 4168.21 ms [2021-12-27 11:27:01 main:574] : INFO : Epoch 1835 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 4158.69 ms [2021-12-27 11:27:05 main:574] : INFO : Epoch 1836 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 4155.41 ms [2021-12-27 11:27:10 main:574] : INFO : Epoch 1837 | loss: 0.0312488 | val_loss: 0.0312471 | Time: 4154.47 ms [2021-12-27 11:27:14 main:574] : INFO : Epoch 1838 | loss: 0.0312494 | val_loss: 0.0312514 | Time: 4161.32 ms [2021-12-27 11:27:18 main:574] : INFO : Epoch 1839 | loss: 0.0312497 | val_loss: 0.031247 | Time: 4169.91 ms [2021-12-27 11:27:22 main:574] : INFO : Epoch 1840 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 4173.26 ms [2021-12-27 11:27:26 main:574] : INFO : Epoch 1841 | loss: 0.0312476 | val_loss: 0.031249 | Time: 4161.08 ms [2021-12-27 11:27:31 main:574] : INFO : Epoch 1842 | loss: 0.0312497 | val_loss: 0.031249 | Time: 4174.29 ms [2021-12-27 11:27:35 main:574] : INFO : Epoch 1843 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 4169.1 ms [2021-12-27 11:27:39 main:574] : INFO : Epoch 1844 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 4162.73 ms [2021-12-27 11:27:43 main:574] : INFO : Epoch 1845 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 4152.52 ms [2021-12-27 11:27:47 main:574] : INFO : Epoch 1846 | loss: 0.0312487 | val_loss: 0.0312467 | Time: 4155.86 ms [2021-12-27 11:27:51 main:574] : INFO : Epoch 1847 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 4153.64 ms [2021-12-27 11:27:56 main:574] : INFO : Epoch 1848 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 4181.87 ms [2021-12-27 11:28:00 main:574] : INFO : Epoch 1849 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 4147.02 ms [2021-12-27 11:28:04 main:574] : INFO : Epoch 1850 | loss: 0.0312492 | val_loss: 0.0312465 | Time: 4179.84 ms [2021-12-27 11:28:08 main:574] : INFO : Epoch 1851 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 4163.23 ms [2021-12-27 11:28:12 main:574] : INFO : Epoch 1852 | loss: 0.0312492 | val_loss: 0.0312475 | Time: 4145.7 ms [2021-12-27 11:28:16 main:574] : INFO : Epoch 1853 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 4183.09 ms [2021-12-27 11:28:20 main:574] : INFO : Epoch 1854 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 4111 ms [2021-12-27 11:28:25 main:574] : INFO : Epoch 1855 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 4067.34 ms [2021-12-27 11:28:29 main:574] : INFO : Epoch 1856 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 4189.77 ms [2021-12-27 11:28:33 main:574] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 4079.04 ms [2021-12-27 11:28:37 main:574] : INFO : Epoch 1858 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 4029.44 ms [2021-12-27 11:28:41 main:574] : INFO : Epoch 1859 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 4023.35 ms [2021-12-27 11:28:45 main:574] : INFO : Epoch 1860 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 4041.24 ms [2021-12-27 11:28:49 main:574] : INFO : Epoch 1861 | loss: 0.0312489 | val_loss: 0.0312473 | Time: 4038.19 ms [2021-12-27 11:28:53 main:574] : INFO : Epoch 1862 | loss: 0.0312485 | val_loss: 0.0312468 | Time: 4042.7 ms [2021-12-27 11:28:57 main:574] : INFO : Epoch 1863 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 4017.76 ms [2021-12-27 11:29:01 main:574] : INFO : Epoch 1864 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 4037.05 ms [2021-12-27 11:29:05 main:574] : INFO : Epoch 1865 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 4063.13 ms [2021-12-27 11:29:10 main:574] : INFO : Epoch 1866 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 5008.52 ms [2021-12-27 11:29:15 main:574] : INFO : Epoch 1867 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 4351.65 ms [2021-12-27 11:29:19 main:574] : INFO : Epoch 1868 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 4260.19 ms [2021-12-27 11:29:23 main:574] : INFO : Epoch 1869 | loss: 0.0312478 | val_loss: 0.031247 | Time: 4147.88 ms [2021-12-27 11:29:27 main:574] : INFO : Epoch 1870 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 4053.63 ms [2021-12-27 11:29:31 main:574] : INFO : Epoch 1871 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 4361.58 ms [2021-12-27 11:29:36 main:574] : INFO : Epoch 1872 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 4267.75 ms [2021-12-27 11:29:40 main:574] : INFO : Epoch 1873 | loss: 0.0312486 | val_loss: 0.0312468 | Time: 4209.93 ms [2021-12-27 11:29:44 main:574] : INFO : Epoch 1874 | loss: 0.0312482 | val_loss: 0.0312502 | Time: 4197.46 ms [2021-12-27 11:29:48 main:574] : INFO : Epoch 1875 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 4195.07 ms [2021-12-27 11:29:52 main:574] : INFO : Epoch 1876 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 4210.16 ms [2021-12-27 11:29:57 main:574] : INFO : Epoch 1877 | loss: 0.0312504 | val_loss: 0.0312485 | Time: 4213.52 ms [2021-12-27 11:30:01 main:574] : INFO : Epoch 1878 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 4205.74 ms [2021-12-27 11:30:05 main:574] : INFO : Epoch 1879 | loss: 0.031248 | val_loss: 0.0312466 | Time: 4199.88 ms [2021-12-27 11:30:09 main:574] : INFO : Epoch 1880 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 4185.28 ms [2021-12-27 11:30:13 main:574] : INFO : Epoch 1881 | loss: 0.0312483 | val_loss: 0.0312467 | Time: 4203.25 ms [2021-12-27 11:30:18 main:574] : INFO : Epoch 1882 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 4191.09 ms [2021-12-27 11:30:22 main:574] : INFO : Epoch 1883 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 4196.11 ms [2021-12-27 11:30:26 main:574] : INFO : Epoch 1884 | loss: 0.0312484 | val_loss: 0.0312465 | Time: 4200.5 ms [2021-12-27 11:30:30 main:574] : INFO : Epoch 1885 | loss: 0.0312477 | val_loss: 0.031247 | Time: 4189.68 ms [2021-12-27 11:30:34 main:574] : INFO : Epoch 1886 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 4204.69 ms [2021-12-27 11:30:39 main:574] : INFO : Epoch 1887 | loss: 0.031248 | val_loss: 0.0312467 | Time: 4194.97 ms [2021-12-27 11:30:43 main:574] : INFO : Epoch 1888 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 4163.82 ms [2021-12-27 11:30:47 main:574] : INFO : Epoch 1889 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 4185.55 ms [2021-12-27 11:30:51 main:574] : INFO : Epoch 1890 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 4169.47 ms [2021-12-27 11:30:55 main:574] : INFO : Epoch 1891 | loss: 0.031248 | val_loss: 0.0312482 | Time: 4182.38 ms [2021-12-27 11:31:00 main:574] : INFO : Epoch 1892 | loss: 0.0312503 | val_loss: 0.0312538 | Time: 4177.35 ms [2021-12-27 11:31:04 main:574] : INFO : Epoch 1893 | loss: 0.0312508 | val_loss: 0.0312481 | Time: 4220.88 ms [2021-12-27 11:31:08 main:574] : INFO : Epoch 1894 | loss: 0.0312488 | val_loss: 0.031248 | Time: 4190.46 ms [2021-12-27 11:31:12 main:574] : INFO : Epoch 1895 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 4177 ms [2021-12-27 11:31:16 main:574] : INFO : Epoch 1896 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 4184.99 ms [2021-12-27 11:31:21 main:574] : INFO : Epoch 1897 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 4174.21 ms [2021-12-27 11:31:25 main:574] : INFO : Epoch 1898 | loss: 0.031248 | val_loss: 0.0312469 | Time: 4194.82 ms [2021-12-27 11:31:29 main:574] : INFO : Epoch 1899 | loss: 0.0312482 | val_loss: 0.0312503 | Time: 4180.94 ms [2021-12-27 11:31:33 main:574] : INFO : Epoch 1900 | loss: 0.031249 | val_loss: 0.0312477 | Time: 4171.26 ms [2021-12-27 11:31:37 main:574] : INFO : Epoch 1901 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 4160.85 ms [2021-12-27 11:31:41 main:574] : INFO : Epoch 1902 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 4203.67 ms [2021-12-27 11:31:46 main:574] : INFO : Epoch 1903 | loss: 0.0312488 | val_loss: 0.031247 | Time: 4224.64 ms [2021-12-27 11:31:50 main:574] : INFO : Epoch 1904 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 4184.66 ms [2021-12-27 11:31:54 main:574] : INFO : Epoch 1905 | loss: 0.0312484 | val_loss: 0.0312468 | Time: 4160.97 ms [2021-12-27 11:31:58 main:574] : INFO : Epoch 1906 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 4168.41 ms [2021-12-27 11:32:02 main:574] : INFO : Epoch 1907 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 4177.95 ms [2021-12-27 11:32:07 main:574] : INFO : Epoch 1908 | loss: 0.031248 | val_loss: 0.0312467 | Time: 4168.5 ms [2021-12-27 11:32:11 main:574] : INFO : Epoch 1909 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 4175.75 ms [2021-12-27 11:32:15 main:574] : INFO : Epoch 1910 | loss: 0.031248 | val_loss: 0.0312488 | Time: 4183.79 ms [2021-12-27 11:32:19 main:574] : INFO : Epoch 1911 | loss: 0.0312491 | val_loss: 0.0312472 | Time: 4167.27 ms [2021-12-27 11:32:23 main:574] : INFO : Epoch 1912 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 4179.19 ms [2021-12-27 11:32:28 main:574] : INFO : Epoch 1913 | loss: 0.0312494 | val_loss: 0.0312477 | Time: 4190.72 ms [2021-12-27 11:32:32 main:574] : INFO : Epoch 1914 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 4172.95 ms [2021-12-27 11:32:36 main:574] : INFO : Epoch 1915 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 4207.27 ms [2021-12-27 11:32:40 main:574] : INFO : Epoch 1916 | loss: 0.0312485 | val_loss: 0.0312507 | Time: 4157.8 ms [2021-12-27 11:32:44 main:574] : INFO : Epoch 1917 | loss: 0.0312492 | val_loss: 0.0312465 | Time: 4180.25 ms [2021-12-27 11:32:48 main:574] : INFO : Epoch 1918 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 4183.11 ms [2021-12-27 11:32:53 main:574] : INFO : Epoch 1919 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 4168.46 ms [2021-12-27 11:32:57 main:574] : INFO : Epoch 1920 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 4178.41 ms [2021-12-27 11:33:01 main:574] : INFO : Epoch 1921 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 4182.85 ms [2021-12-27 11:33:05 main:574] : INFO : Epoch 1922 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 4150.63 ms [2021-12-27 11:33:09 main:574] : INFO : Epoch 1923 | loss: 0.0312483 | val_loss: 0.031247 | Time: 4189.88 ms [2021-12-27 11:33:14 main:574] : INFO : Epoch 1924 | loss: 0.0312486 | val_loss: 0.0312471 | Time: 4193.74 ms [2021-12-27 11:33:18 main:574] : INFO : Epoch 1925 | loss: 0.031248 | val_loss: 0.0312467 | Time: 4167.64 ms [2021-12-27 11:33:22 main:574] : INFO : Epoch 1926 | loss: 0.0312475 | val_loss: 0.031247 | Time: 4196.45 ms [2021-12-27 11:33:26 main:574] : INFO : Epoch 1927 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 4188.93 ms [2021-12-27 11:33:30 main:574] : INFO : Epoch 1928 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 4178.22 ms [2021-12-27 11:33:34 main:574] : INFO : Epoch 1929 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 4171.26 ms [2021-12-27 11:33:39 main:574] : INFO : Epoch 1930 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 4174.2 ms [2021-12-27 11:33:43 main:574] : INFO : Epoch 1931 | loss: 0.0312485 | val_loss: 0.0312467 | Time: 4167.88 ms [2021-12-27 11:33:47 main:574] : INFO : Epoch 1932 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4181.51 ms [2021-12-27 11:33:51 main:574] : INFO : Epoch 1933 | loss: 0.0312491 | val_loss: 0.031247 | Time: 4136.76 ms [2021-12-27 11:33:55 main:574] : INFO : Epoch 1934 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 4206.34 ms [2021-12-27 11:33:59 main:574] : INFO : Epoch 1935 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 4169.97 ms [2021-12-27 11:34:04 main:574] : INFO : Epoch 1936 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 4204.05 ms [2021-12-27 11:34:08 main:574] : INFO : Epoch 1937 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 4153.45 ms [2021-12-27 11:34:12 main:574] : INFO : Epoch 1938 | loss: 0.031248 | val_loss: 0.0312469 | Time: 4179.86 ms [2021-12-27 11:34:16 main:574] : INFO : Epoch 1939 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 4168.17 ms [2021-12-27 11:34:20 main:574] : INFO : Epoch 1940 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 4168.08 ms [2021-12-27 11:34:25 main:574] : INFO : Epoch 1941 | loss: 0.0312487 | val_loss: 0.03125 | Time: 4202.54 ms [2021-12-27 11:34:29 main:574] : INFO : Epoch 1942 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 4157.17 ms [2021-12-27 11:34:33 main:574] : INFO : Epoch 1943 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 4197.12 ms [2021-12-27 11:34:37 main:574] : INFO : Epoch 1944 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 4229.97 ms [2021-12-27 11:34:41 main:574] : INFO : Epoch 1945 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 4193.25 ms [2021-12-27 11:34:46 main:574] : INFO : Epoch 1946 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 4178.43 ms [2021-12-27 11:34:50 main:574] : INFO : Epoch 1947 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 4195.27 ms [2021-12-27 11:34:54 main:574] : INFO : Epoch 1948 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 4190.74 ms [2021-12-27 11:34:58 main:574] : INFO : Epoch 1949 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 4168.78 ms [2021-12-27 11:35:02 main:574] : INFO : Epoch 1950 | loss: 0.031248 | val_loss: 0.0312465 | Time: 4185.01 ms [2021-12-27 11:35:07 main:574] : INFO : Epoch 1951 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 4214.48 ms [2021-12-27 11:35:11 main:574] : INFO : Epoch 1952 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 4180.01 ms [2021-12-27 11:35:15 main:574] : INFO : Epoch 1953 | loss: 0.0312484 | val_loss: 0.0312467 | Time: 4188.1 ms [2021-12-27 11:35:19 main:574] : INFO : Epoch 1954 | loss: 0.031248 | val_loss: 0.0312482 | Time: 4185.5 ms [2021-12-27 11:35:23 main:574] : INFO : Epoch 1955 | loss: 0.0312484 | val_loss: 0.0312467 | Time: 4172.95 ms [2021-12-27 11:35:27 main:574] : INFO : Epoch 1956 | loss: 0.031248 | val_loss: 0.031247 | Time: 4172.52 ms [2021-12-27 11:35:32 main:574] : INFO : Epoch 1957 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 4191.02 ms [2021-12-27 11:35:36 main:574] : INFO : Epoch 1958 | loss: 0.031248 | val_loss: 0.031247 | Time: 4186.48 ms [2021-12-27 11:35:40 main:574] : INFO : Epoch 1959 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 4169.61 ms [2021-12-27 11:35:44 main:574] : INFO : Epoch 1960 | loss: 0.031248 | val_loss: 0.0312477 | Time: 4186.06 ms [2021-12-27 11:35:48 main:574] : INFO : Epoch 1961 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 4201.16 ms [2021-12-27 11:35:53 main:574] : INFO : Epoch 1962 | loss: 0.031248 | val_loss: 0.0312494 | Time: 4169.42 ms [2021-12-27 11:35:57 main:574] : INFO : Epoch 1963 | loss: 0.0312484 | val_loss: 0.0312468 | Time: 4177.77 ms [2021-12-27 11:36:01 main:574] : INFO : Epoch 1964 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 4176.02 ms [2021-12-27 11:36:05 main:574] : INFO : Epoch 1965 | loss: 0.0312496 | val_loss: 0.0312472 | Time: 4186.53 ms [2021-12-27 11:36:09 main:574] : INFO : Epoch 1966 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 4218.15 ms [2021-12-27 11:36:14 main:574] : INFO : Epoch 1967 | loss: 0.0312485 | val_loss: 0.0312501 | Time: 4165.68 ms [2021-12-27 11:36:18 main:574] : INFO : Epoch 1968 | loss: 0.0312496 | val_loss: 0.0312537 | Time: 4185.52 ms [2021-12-27 11:36:22 main:574] : INFO : Epoch 1969 | loss: 0.0312688 | val_loss: 0.0312528 | Time: 4169 ms [2021-12-27 11:36:26 main:574] : INFO : Epoch 1970 | loss: 0.0312579 | val_loss: 0.0312491 | Time: 4172.88 ms [2021-12-27 11:36:30 main:574] : INFO : Epoch 1971 | loss: 0.0312493 | val_loss: 0.0312469 | Time: 4188.57 ms [2021-12-27 11:36:34 main:574] : INFO : Epoch 1972 | loss: 0.0312491 | val_loss: 0.031247 | Time: 4172.29 ms [2021-12-27 11:36:39 main:574] : INFO : Epoch 1973 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 4173.2 ms [2021-12-27 11:36:43 main:574] : INFO : Epoch 1974 | loss: 0.0312478 | val_loss: 0.031247 | Time: 4170.01 ms [2021-12-27 11:36:47 main:574] : INFO : Epoch 1975 | loss: 0.031248 | val_loss: 0.0312476 | Time: 4197.29 ms [2021-12-27 11:36:51 main:574] : INFO : Epoch 1976 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 4168.79 ms [2021-12-27 11:36:55 main:574] : INFO : Epoch 1977 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 4192.44 ms [2021-12-27 11:37:00 main:574] : INFO : Epoch 1978 | loss: 0.031248 | val_loss: 0.0312496 | Time: 4213.74 ms [2021-12-27 11:37:04 main:574] : INFO : Epoch 1979 | loss: 0.0312481 | val_loss: 0.0312486 | Time: 4186.84 ms [2021-12-27 11:37:08 main:574] : INFO : Epoch 1980 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 4191.1 ms [2021-12-27 11:37:12 main:574] : INFO : Epoch 1981 | loss: 0.0312486 | val_loss: 0.0312464 | Time: 4196.44 ms [2021-12-27 11:37:16 main:574] : INFO : Epoch 1982 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 4196.29 ms [2021-12-27 11:37:21 main:574] : INFO : Epoch 1983 | loss: 0.031248 | val_loss: 0.0312481 | Time: 4171.33 ms [2021-12-27 11:37:25 main:574] : INFO : Epoch 1984 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 4194.74 ms [2021-12-27 11:37:29 main:574] : INFO : Epoch 1985 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 4189.37 ms [2021-12-27 11:37:33 main:574] : INFO : Epoch 1986 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 4179.93 ms [2021-12-27 11:37:37 main:574] : INFO : Epoch 1987 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 4161.5 ms [2021-12-27 11:37:41 main:574] : INFO : Epoch 1988 | loss: 0.0312486 | val_loss: 0.0312466 | Time: 4184.84 ms [2021-12-27 11:37:46 main:574] : INFO : Epoch 1989 | loss: 0.031249 | val_loss: 0.0312493 | Time: 4182.82 ms [2021-12-27 11:37:50 main:574] : INFO : Epoch 1990 | loss: 0.03125 | val_loss: 0.0312472 | Time: 4198 ms [2021-12-27 11:37:54 main:574] : INFO : Epoch 1991 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 4173.8 ms [2021-12-27 11:37:58 main:574] : INFO : Epoch 1992 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 4197.92 ms [2021-12-27 11:38:02 main:574] : INFO : Epoch 1993 | loss: 0.031248 | val_loss: 0.0312467 | Time: 4190.79 ms [2021-12-27 11:38:07 main:574] : INFO : Epoch 1994 | loss: 0.0312481 | val_loss: 0.031247 | Time: 4226.66 ms [2021-12-27 11:38:11 main:574] : INFO : Epoch 1995 | loss: 0.031248 | val_loss: 0.0312473 | Time: 4193.45 ms [2021-12-27 11:38:15 main:574] : INFO : Epoch 1996 | loss: 0.0312478 | val_loss: 0.031247 | Time: 4193.13 ms [2021-12-27 11:38:19 main:574] : INFO : Epoch 1997 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 4190.22 ms [2021-12-27 11:38:23 main:574] : INFO : Epoch 1998 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 4196.45 ms [2021-12-27 11:38:28 main:574] : INFO : Epoch 1999 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 4214.92 ms [2021-12-27 11:38:32 main:574] : INFO : Epoch 2000 | loss: 0.031248 | val_loss: 0.0312464 | Time: 4190.02 ms [2021-12-27 11:38:36 main:574] : INFO : Epoch 2001 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 4190.55 ms [2021-12-27 11:38:40 main:574] : INFO : Epoch 2002 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 4173.65 ms [2021-12-27 11:38:44 main:574] : INFO : Epoch 2003 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 4126.44 ms [2021-12-27 11:38:48 main:574] : INFO : Epoch 2004 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 4027.23 ms [2021-12-27 11:38:52 main:574] : INFO : Epoch 2005 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 4029.3 ms [2021-12-27 11:38:56 main:574] : INFO : Epoch 2006 | loss: 0.031249 | val_loss: 0.0312493 | Time: 4030.18 ms [2021-12-27 11:39:00 main:574] : INFO : Epoch 2007 | loss: 0.0312491 | val_loss: 0.0312472 | Time: 4029.06 ms [2021-12-27 11:39:05 main:574] : INFO : Epoch 2008 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 4045.06 ms [2021-12-27 11:39:09 main:574] : INFO : Epoch 2009 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 4016.48 ms [2021-12-27 11:39:13 main:574] : INFO : Epoch 2010 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 4042.21 ms [2021-12-27 11:39:17 main:574] : INFO : Epoch 2011 | loss: 0.031248 | val_loss: 0.031247 | Time: 4031.03 ms [2021-12-27 11:39:21 main:574] : INFO : Epoch 2012 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 4043.48 ms [2021-12-27 11:39:25 main:574] : INFO : Epoch 2013 | loss: 0.031248 | val_loss: 0.0312464 | Time: 4018.12 ms [2021-12-27 11:39:29 main:574] : INFO : Epoch 2014 | loss: 0.0312477 | val_loss: 0.031247 | Time: 4012.11 ms [2021-12-27 11:39:33 main:574] : INFO : Epoch 2015 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 4017.38 ms [2021-12-27 11:39:37 main:574] : INFO : Epoch 2016 | loss: 0.0312477 | val_loss: 0.0312491 | Time: 4037.47 ms [2021-12-27 11:39:41 main:574] : INFO : Epoch 2017 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 4012.47 ms [2021-12-27 11:39:45 main:574] : INFO : Epoch 2018 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 4025.37 ms [2021-12-27 11:39:49 main:574] : INFO : Epoch 2019 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 4010.16 ms [2021-12-27 11:39:53 main:574] : INFO : Epoch 2020 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 4019.42 ms [2021-12-27 11:39:57 main:574] : INFO : Epoch 2021 | loss: 0.0312479 | val_loss: 0.031247 | Time: 4024.62 ms [2021-12-27 11:40:01 main:574] : INFO : Epoch 2022 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 4030.7 ms [2021-12-27 11:40:05 main:574] : INFO : Epoch 2023 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 4015.45 ms [2021-12-27 11:40:09 main:574] : INFO : Epoch 2024 | loss: 0.0312487 | val_loss: 0.0312473 | Time: 4014.49 ms [2021-12-27 11:40:13 main:574] : INFO : Epoch 2025 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 4035.79 ms [2021-12-27 11:40:17 main:574] : INFO : Epoch 2026 | loss: 0.0312491 | val_loss: 0.0312532 | Time: 4033.31 ms [2021-12-27 11:40:21 main:574] : INFO : Epoch 2027 | loss: 0.03125 | val_loss: 0.0312471 | Time: 4022.45 ms [2021-12-27 11:40:25 main:574] : INFO : Epoch 2028 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 4037.9 ms [2021-12-27 11:40:29 main:574] : INFO : Epoch 2029 | loss: 0.0312485 | val_loss: 0.0312467 | Time: 4017.62 ms [2021-12-27 11:40:33 main:574] : INFO : Epoch 2030 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 4034.53 ms [2021-12-27 11:40:37 main:574] : INFO : Epoch 2031 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 4021.11 ms [2021-12-27 11:40:41 main:574] : INFO : Epoch 2032 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 4027.39 ms [2021-12-27 11:40:45 main:574] : INFO : Epoch 2033 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 4017.31 ms [2021-12-27 11:40:49 main:574] : INFO : Epoch 2034 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 4052.34 ms [2021-12-27 11:40:53 main:574] : INFO : Epoch 2035 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 4012.29 ms [2021-12-27 11:40:57 main:574] : INFO : Epoch 2036 | loss: 0.0312482 | val_loss: 0.0312465 | Time: 4019.99 ms [2021-12-27 11:41:01 main:574] : INFO : Epoch 2037 | loss: 0.0312486 | val_loss: 0.031248 | Time: 4028.02 ms [2021-12-27 11:41:05 main:574] : INFO : Epoch 2038 | loss: 0.0312481 | val_loss: 0.031247 | Time: 4031.29 ms [2021-12-27 11:41:09 main:574] : INFO : Epoch 2039 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 4047.82 ms [2021-12-27 11:41:13 main:574] : INFO : Epoch 2040 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 4036.42 ms [2021-12-27 11:41:17 main:574] : INFO : Epoch 2041 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 4017.6 ms [2021-12-27 11:41:22 main:574] : INFO : Epoch 2042 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 4023.55 ms [2021-12-27 11:41:26 main:574] : INFO : Epoch 2043 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 4012.91 ms [2021-12-27 11:41:30 main:574] : INFO : Epoch 2044 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 4019.7 ms [2021-12-27 11:41:34 main:574] : INFO : Epoch 2045 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 4024.38 ms [2021-12-27 11:41:38 main:574] : INFO : Epoch 2046 | loss: 0.0312493 | val_loss: 0.0312472 | Time: 4039.18 ms [2021-12-27 11:41:42 main:574] : INFO : Epoch 2047 | loss: 0.0312494 | val_loss: 0.031247 | Time: 4021.52 ms [2021-12-27 11:41:46 main:574] : INFO : Epoch 2048 | loss: 0.0312487 | val_loss: 0.031248 | Time: 4030.66 ms [2021-12-27 11:41:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031248 [2021-12-27 11:41:46 main:603] : INFO : Saving end state to config to file [2021-12-27 11:41:46 main:608] : INFO : Success, exiting.. 11:41:46 (12860): 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)