Task 13023713
| Name | ParityModified-1647040855-6138-1-0_0 |
| Workunit | 10152246 |
| Created | 12 Mar 2022, 23:28:38 UTC |
| Sent | 20 Mar 2022, 17:43:09 UTC |
| Report deadline | 28 Mar 2022, 17:43:09 UTC |
| Received | 20 Mar 2022, 21:25:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 39 min 49 sec |
| CPU time | 3 hours 20 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0.0312461 | val_loss: 0.0312454 | Time: 6102.88 ms [2022-03-20 13:36:48 main:574] : INFO : Epoch 1543 | loss: 0.0312465 | val_loss: 0.0312488 | Time: 5899.59 ms [2022-03-20 13:36:53 main:574] : INFO : Epoch 1544 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 5919.42 ms [2022-03-20 13:36:59 main:574] : INFO : Epoch 1545 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 5919.4 ms [2022-03-20 13:37:05 main:574] : INFO : Epoch 1546 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 6056.74 ms [2022-03-20 13:37:12 main:574] : INFO : Epoch 1547 | loss: 0.0312455 | val_loss: 0.0312462 | Time: 6153.66 ms [2022-03-20 13:37:17 main:574] : INFO : Epoch 1548 | loss: 0.0312445 | val_loss: 0.0312454 | Time: 5749.11 ms [2022-03-20 13:37:23 main:574] : INFO : Epoch 1549 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5737.27 ms [2022-03-20 13:37:29 main:574] : INFO : Epoch 1550 | loss: 0.0312453 | val_loss: 0.0312479 | Time: 5965.07 ms [2022-03-20 13:37:35 main:574] : INFO : Epoch 1551 | loss: 0.0312454 | val_loss: 0.0312466 | Time: 5880.1 ms [2022-03-20 13:37:41 main:574] : INFO : Epoch 1552 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 5546.49 ms [2022-03-20 13:37:46 main:574] : INFO : Epoch 1553 | loss: 0.0312453 | val_loss: 0.031246 | Time: 5716.29 ms [2022-03-20 13:37:52 main:574] : INFO : Epoch 1554 | loss: 0.0312447 | val_loss: 0.0312473 | Time: 5719.07 ms [2022-03-20 13:37:57 main:574] : INFO : Epoch 1555 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 5473.26 ms [2022-03-20 13:38:03 main:574] : INFO : Epoch 1556 | loss: 0.0312446 | val_loss: 0.0312471 | Time: 5564.7 ms [2022-03-20 13:38:08 main:574] : INFO : Epoch 1557 | loss: 0.0312449 | val_loss: 0.0312467 | Time: 5412.38 ms [2022-03-20 13:38:14 main:574] : INFO : Epoch 1558 | loss: 0.0312454 | val_loss: 0.0312472 | Time: 5574.23 ms [2022-03-20 13:38:20 main:574] : INFO : Epoch 1559 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 5499 ms [2022-03-20 13:38:25 main:574] : INFO : Epoch 1560 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 5523.58 ms [2022-03-20 13:38:31 main:574] : INFO : Epoch 1561 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 5517.2 ms [2022-03-20 13:38:36 main:574] : INFO : Epoch 1562 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 5404.48 ms [2022-03-20 13:38:42 main:574] : INFO : Epoch 1563 | loss: 0.031247 | val_loss: 0.0312469 | Time: 5838.8 ms [2022-03-20 13:38:48 main:574] : INFO : Epoch 1564 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 5807.31 ms [2022-03-20 13:38:53 main:574] : INFO : Epoch 1565 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 5502.09 ms [2022-03-20 13:38:59 main:574] : INFO : Epoch 1566 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 5494.48 ms [2022-03-20 13:39:04 main:574] : INFO : Epoch 1567 | loss: 0.0312449 | val_loss: 0.0312485 | Time: 5520.52 ms [2022-03-20 13:39:10 main:574] : INFO : Epoch 1568 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 5721.24 ms [2022-03-20 13:39:15 main:574] : INFO : Epoch 1569 | loss: 0.0312453 | val_loss: 0.0312481 | Time: 5526.7 ms [2022-03-20 13:39:21 main:574] : INFO : Epoch 1570 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 5520.1 ms [2022-03-20 13:39:27 main:574] : INFO : Epoch 1571 | loss: 0.0312451 | val_loss: 0.031246 | Time: 5644.83 ms [2022-03-20 13:39:32 main:574] : INFO : Epoch 1572 | loss: 0.0312448 | val_loss: 0.0312465 | Time: 5498.64 ms [2022-03-20 13:39:39 main:574] : INFO : Epoch 1573 | loss: 0.0312446 | val_loss: 0.0312457 | Time: 6388.05 ms [2022-03-20 13:39:44 main:574] : INFO : Epoch 1574 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 5736.96 ms [2022-03-20 13:39:50 main:574] : INFO : Epoch 1575 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 5580.74 ms [2022-03-20 13:39:55 main:574] : INFO : Epoch 1576 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 5574.47 ms [2022-03-20 13:40:01 main:574] : INFO : Epoch 1577 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 5524.77 ms [2022-03-20 13:40:06 main:574] : INFO : Epoch 1578 | loss: 0.0312446 | val_loss: 0.031246 | Time: 5532.61 ms [2022-03-20 13:40:12 main:574] : INFO : Epoch 1579 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 5504.21 ms [2022-03-20 13:40:17 main:574] : INFO : Epoch 1580 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5471.83 ms [2022-03-20 13:40:23 main:574] : INFO : Epoch 1581 | loss: 0.0312452 | val_loss: 0.0312475 | Time: 5512.69 ms [2022-03-20 13:40:28 main:574] : INFO : Epoch 1582 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 5459.51 ms [2022-03-20 13:40:34 main:574] : INFO : Epoch 1583 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 5534.95 ms [2022-03-20 13:40:40 main:574] : INFO : Epoch 1584 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 5754.58 ms [2022-03-20 13:40:45 main:574] : INFO : Epoch 1585 | loss: 0.0312451 | val_loss: 0.0312467 | Time: 5674.79 ms [2022-03-20 13:40:51 main:574] : INFO : Epoch 1586 | loss: 0.031246 | val_loss: 0.0312466 | Time: 5505.5 ms [2022-03-20 13:40:56 main:574] : INFO : Epoch 1587 | loss: 0.0312457 | val_loss: 0.031246 | Time: 5511.98 ms [2022-03-20 13:41:02 main:574] : INFO : Epoch 1588 | loss: 0.0312448 | val_loss: 0.0312467 | Time: 5517.68 ms [2022-03-20 13:41:08 main:574] : INFO : Epoch 1589 | loss: 0.0312456 | val_loss: 0.0312484 | Time: 5555.11 ms [2022-03-20 13:41:13 main:574] : INFO : Epoch 1590 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 5502.91 ms [2022-03-20 13:41:19 main:574] : INFO : Epoch 1591 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 5790.78 ms [2022-03-20 13:41:25 main:574] : INFO : Epoch 1592 | loss: 0.0312445 | val_loss: 0.0312454 | Time: 5820.31 ms [2022-03-20 13:41:30 main:574] : INFO : Epoch 1593 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 5552.83 ms [2022-03-20 13:41:36 main:574] : INFO : Epoch 1594 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 5570.77 ms [2022-03-20 13:41:41 main:574] : INFO : Epoch 1595 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 5641.78 ms [2022-03-20 13:41:47 main:574] : INFO : Epoch 1596 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 5521.74 ms [2022-03-20 13:41:53 main:574] : INFO : Epoch 1597 | loss: 0.0312444 | val_loss: 0.0312458 | Time: 5658.39 ms [2022-03-20 13:41:59 main:574] : INFO : Epoch 1598 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 5834.66 ms [2022-03-20 13:42:04 main:574] : INFO : Epoch 1599 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 5734.76 ms [2022-03-20 13:42:10 main:574] : INFO : Epoch 1600 | loss: 0.0312455 | val_loss: 0.0312467 | Time: 5515.54 ms [2022-03-20 13:42:15 main:574] : INFO : Epoch 1601 | loss: 0.0312464 | val_loss: 0.0312481 | Time: 5601.9 ms [2022-03-20 13:42:21 main:574] : INFO : Epoch 1602 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 5553.27 ms [2022-03-20 13:42:27 main:574] : INFO : Epoch 1603 | loss: 0.0312448 | val_loss: 0.0312484 | Time: 5734.7 ms [2022-03-20 13:42:32 main:574] : INFO : Epoch 1604 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 5631.3 ms [2022-03-20 13:42:38 main:574] : INFO : Epoch 1605 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 5639.71 ms [2022-03-20 13:42:44 main:574] : INFO : Epoch 1606 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 5715.91 ms [2022-03-20 13:42:49 main:574] : INFO : Epoch 1607 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 5778.26 ms [2022-03-20 13:42:56 main:574] : INFO : Epoch 1608 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 6076.3 ms [2022-03-20 13:43:02 main:574] : INFO : Epoch 1609 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 5983.56 ms [2022-03-20 13:43:08 main:574] : INFO : Epoch 1610 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 6079.36 ms [2022-03-20 13:43:13 main:574] : INFO : Epoch 1611 | loss: 0.0312463 | val_loss: 0.0312469 | Time: 5708.2 ms [2022-03-20 13:43:19 main:574] : INFO : Epoch 1612 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 5727.19 ms [2022-03-20 13:43:25 main:574] : INFO : Epoch 1613 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 5652.53 ms [2022-03-20 13:43:30 main:574] : INFO : Epoch 1614 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 5571.21 ms [2022-03-20 13:43:36 main:574] : INFO : Epoch 1615 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 5641.49 ms [2022-03-20 13:43:42 main:574] : INFO : Epoch 1616 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 5758.61 ms [2022-03-20 13:43:48 main:574] : INFO : Epoch 1617 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 5859.91 ms [2022-03-20 13:43:53 main:574] : INFO : Epoch 1618 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 5788.65 ms [2022-03-20 13:43:59 main:574] : INFO : Epoch 1619 | loss: 0.0312466 | val_loss: 0.031246 | Time: 5976.13 ms [2022-03-20 13:44:05 main:574] : INFO : Epoch 1620 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 5654.49 ms [2022-03-20 13:44:11 main:574] : INFO : Epoch 1621 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 5566.71 ms [2022-03-20 13:44:16 main:574] : INFO : Epoch 1622 | loss: 0.0312461 | val_loss: 0.031246 | Time: 5524.56 ms [2022-03-20 13:44:22 main:574] : INFO : Epoch 1623 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 5696.65 ms [2022-03-20 13:44:27 main:574] : INFO : Epoch 1624 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 5575.67 ms [2022-03-20 13:44:33 main:574] : INFO : Epoch 1625 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 5600.26 ms [2022-03-20 13:44:39 main:574] : INFO : Epoch 1626 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 5764.5 ms [2022-03-20 13:44:45 main:574] : INFO : Epoch 1627 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 5883.33 ms [2022-03-20 13:44:51 main:574] : INFO : Epoch 1628 | loss: 0.031245 | val_loss: 0.0312453 | Time: 5997.01 ms [2022-03-20 13:44:57 main:574] : INFO : Epoch 1629 | loss: 0.031246 | val_loss: 0.0312463 | Time: 5924.51 ms [2022-03-20 13:45:02 main:574] : INFO : Epoch 1630 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 5848.62 ms [2022-03-20 13:45:08 main:574] : INFO : Epoch 1631 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 5796.79 ms [2022-03-20 13:45:14 main:574] : INFO : Epoch 1632 | loss: 0.0312446 | val_loss: 0.0312462 | Time: 5850.62 ms [2022-03-20 13:45:20 main:574] : INFO : Epoch 1633 | loss: 0.0312448 | val_loss: 0.0312457 | Time: 6059.96 ms [2022-03-20 13:45:26 main:574] : INFO : Epoch 1634 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5802.25 ms [2022-03-20 13:45:32 main:574] : INFO : Epoch 1635 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 5807.84 ms [2022-03-20 13:45:38 main:574] : INFO : Epoch 1636 | loss: 0.0312444 | val_loss: 0.0312456 | Time: 5767.95 ms [2022-03-20 13:45:43 main:574] : INFO : Epoch 1637 | loss: 0.0312461 | val_loss: 0.0312504 | Time: 5716.33 ms [2022-03-20 13:45:49 main:574] : INFO : Epoch 1638 | loss: 0.0312477 | val_loss: 0.0312527 | Time: 5567.72 ms [2022-03-20 13:45:54 main:574] : INFO : Epoch 1639 | loss: 0.0312456 | val_loss: 0.0312466 | Time: 5582.33 ms [2022-03-20 13:46:00 main:574] : INFO : Epoch 1640 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 5596.88 ms [2022-03-20 13:46:06 main:574] : INFO : Epoch 1641 | loss: 0.031245 | val_loss: 0.0312453 | Time: 5840.9 ms [2022-03-20 13:46:12 main:574] : INFO : Epoch 1642 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 5746.09 ms [2022-03-20 13:46:18 main:574] : INFO : Epoch 1643 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 6396.72 ms [2022-03-20 13:46:24 main:574] : INFO : Epoch 1644 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 5982.44 ms [2022-03-20 13:46:30 main:574] : INFO : Epoch 1645 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 6017.68 ms [2022-03-20 13:46:36 main:574] : INFO : Epoch 1646 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 5893 ms [2022-03-20 13:46:42 main:574] : INFO : Epoch 1647 | loss: 0.031246 | val_loss: 0.0312487 | Time: 5592.09 ms [2022-03-20 13:46:47 main:574] : INFO : Epoch 1648 | loss: 0.031248 | val_loss: 0.0312513 | Time: 5618.41 ms [2022-03-20 13:46:53 main:574] : INFO : Epoch 1649 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 5618.1 ms [2022-03-20 13:46:59 main:574] : INFO : Epoch 1650 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 5981.66 ms [2022-03-20 13:47:05 main:574] : INFO : Epoch 1651 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 5926.63 ms [2022-03-20 13:47:11 main:574] : INFO : Epoch 1652 | loss: 0.0312451 | val_loss: 0.0312483 | Time: 5805.66 ms [2022-03-20 13:47:16 main:574] : INFO : Epoch 1653 | loss: 0.0312458 | val_loss: 0.0312485 | Time: 5704.79 ms [2022-03-20 13:47:23 main:574] : INFO : Epoch 1654 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 6262.53 ms [2022-03-20 13:47:28 main:574] : INFO : Epoch 1655 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 5591.15 ms [2022-03-20 13:47:34 main:574] : INFO : Epoch 1656 | loss: 0.031245 | val_loss: 0.0312459 | Time: 5718.43 ms [2022-03-20 13:47:40 main:574] : INFO : Epoch 1657 | loss: 0.0312449 | val_loss: 0.0312463 | Time: 5658.68 ms [2022-03-20 13:47:45 main:574] : INFO : Epoch 1658 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 5536.11 ms [2022-03-20 13:47:51 main:574] : INFO : Epoch 1659 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 5565.82 ms [2022-03-20 13:47:56 main:574] : INFO : Epoch 1660 | loss: 0.031245 | val_loss: 0.0312454 | Time: 5691.19 ms [2022-03-20 13:48:02 main:574] : INFO : Epoch 1661 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 5898.73 ms [2022-03-20 13:48:08 main:574] : INFO : Epoch 1662 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 5753.52 ms [2022-03-20 13:48:14 main:574] : INFO : Epoch 1663 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 5568.63 ms [2022-03-20 13:48:20 main:574] : INFO : Epoch 1664 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 6041.14 ms [2022-03-20 13:48:25 main:574] : INFO : Epoch 1665 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 5729.88 ms [2022-03-20 13:48:31 main:574] : INFO : Epoch 1666 | loss: 0.0312451 | val_loss: 0.0312466 | Time: 5795.45 ms [2022-03-20 13:48:37 main:574] : INFO : Epoch 1667 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 5765.39 ms [2022-03-20 13:48:43 main:574] : INFO : Epoch 1668 | loss: 0.0312454 | val_loss: 0.031248 | Time: 5706.89 ms [2022-03-20 13:48:48 main:574] : INFO : Epoch 1669 | loss: 0.0312451 | val_loss: 0.0312483 | Time: 5572.86 ms [2022-03-20 13:48:54 main:574] : INFO : Epoch 1670 | loss: 0.0312449 | val_loss: 0.0312462 | Time: 5718.81 ms [2022-03-20 13:49:00 main:574] : INFO : Epoch 1671 | loss: 0.0312451 | val_loss: 0.0312465 | Time: 5602.31 ms [2022-03-20 13:49:05 main:574] : INFO : Epoch 1672 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 5718.91 ms [2022-03-20 13:49:12 main:574] : INFO : Epoch 1673 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 6316.72 ms [2022-03-20 13:49:17 main:574] : INFO : Epoch 1674 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5729.15 ms [2022-03-20 13:49:23 main:574] : INFO : Epoch 1675 | loss: 0.0312443 | val_loss: 0.0312459 | Time: 5649.44 ms [2022-03-20 13:49:29 main:574] : INFO : Epoch 1676 | loss: 0.0312447 | val_loss: 0.0312463 | Time: 5582.8 ms [2022-03-20 13:49:34 main:574] : INFO : Epoch 1677 | loss: 0.0312445 | val_loss: 0.031246 | Time: 5559.32 ms [2022-03-20 13:49:40 main:574] : INFO : Epoch 1678 | loss: 0.0312449 | val_loss: 0.0312459 | Time: 5630.86 ms [2022-03-20 13:49:46 main:574] : INFO : Epoch 1679 | loss: 0.0312456 | val_loss: 0.0312473 | Time: 6120.05 ms [2022-03-20 13:49:52 main:574] : INFO : Epoch 1680 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 5599.53 ms [2022-03-20 13:49:57 main:574] : INFO : Epoch 1681 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 5536.39 ms [2022-03-20 13:50:03 main:574] : INFO : Epoch 1682 | loss: 0.0312444 | val_loss: 0.0312461 | Time: 5593.25 ms [2022-03-20 13:50:08 main:574] : INFO : Epoch 1683 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5569.06 ms [2022-03-20 13:50:14 main:574] : INFO : Epoch 1684 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 5908.26 ms [2022-03-20 13:50:20 main:574] : INFO : Epoch 1685 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 5772.89 ms [2022-03-20 13:50:25 main:574] : INFO : Epoch 1686 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 5511.05 ms [2022-03-20 13:50:31 main:574] : INFO : Epoch 1687 | loss: 0.0312445 | val_loss: 0.0312463 | Time: 5779.81 ms [2022-03-20 13:50:37 main:574] : INFO : Epoch 1688 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 5930.59 ms [2022-03-20 13:50:43 main:574] : INFO : Epoch 1689 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 5549.48 ms [2022-03-20 13:50:48 main:574] : INFO : Epoch 1690 | loss: 0.031245 | val_loss: 0.0312473 | Time: 5557.21 ms [2022-03-20 13:50:54 main:574] : INFO : Epoch 1691 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 5595.23 ms [2022-03-20 13:50:59 main:574] : INFO : Epoch 1692 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 5546.63 ms [2022-03-20 13:51:05 main:574] : INFO : Epoch 1693 | loss: 0.0312448 | val_loss: 0.0312468 | Time: 5896.79 ms [2022-03-20 13:51:11 main:574] : INFO : Epoch 1694 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 6129.75 ms [2022-03-20 13:51:17 main:574] : INFO : Epoch 1695 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 5867.83 ms [2022-03-20 13:51:24 main:574] : INFO : Epoch 1696 | loss: 0.0312454 | val_loss: 0.0312506 | Time: 6501.83 ms [2022-03-20 13:51:31 main:574] : INFO : Epoch 1697 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 6897.13 ms [2022-03-20 13:51:38 main:574] : INFO : Epoch 1698 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 6756.26 ms [2022-03-20 13:51:44 main:574] : INFO : Epoch 1699 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 6226.72 ms [2022-03-20 13:51:50 main:574] : INFO : Epoch 1700 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 6442.81 ms [2022-03-20 13:51:56 main:574] : INFO : Epoch 1701 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5777.87 ms [2022-03-20 13:52:02 main:574] : INFO : Epoch 1702 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 5676.66 ms [2022-03-20 13:52:07 main:574] : INFO : Epoch 1703 | loss: 0.0312453 | val_loss: 0.0312455 | Time: 5654.08 ms [2022-03-20 13:52:13 main:574] : INFO : Epoch 1704 | loss: 0.0312449 | val_loss: 0.0312461 | Time: 5584.58 ms [2022-03-20 13:52:19 main:574] : INFO : Epoch 1705 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 5708.93 ms [2022-03-20 13:52:24 main:574] : INFO : Epoch 1706 | loss: 0.0312446 | val_loss: 0.0312464 | Time: 5565.59 ms [2022-03-20 13:52:30 main:574] : INFO : Epoch 1707 | loss: 0.0312444 | val_loss: 0.0312462 | Time: 5959.62 ms [2022-03-20 13:52:36 main:574] : INFO : Epoch 1708 | loss: 0.0312442 | val_loss: 0.0312465 | Time: 6015.51 ms [2022-03-20 13:52:43 main:574] : INFO : Epoch 1709 | loss: 0.031246 | val_loss: 0.0312507 | Time: 6330.67 ms [2022-03-20 13:52:48 main:574] : INFO : Epoch 1710 | loss: 0.0312547 | val_loss: 0.0312536 | Time: 5742 ms [2022-03-20 13:52:54 main:574] : INFO : Epoch 1711 | loss: 0.0328825 | val_loss: 0.0470535 | Time: 5523.67 ms [2022-03-20 13:53:00 main:574] : INFO : Epoch 1712 | loss: 0.0368024 | val_loss: 0.0320797 | Time: 5717.59 ms [2022-03-20 13:53:05 main:574] : INFO : Epoch 1713 | loss: 0.031721 | val_loss: 0.031365 | Time: 5576.23 ms [2022-03-20 13:53:11 main:574] : INFO : Epoch 1714 | loss: 0.0313129 | val_loss: 0.0312827 | Time: 5795.35 ms [2022-03-20 13:53:17 main:574] : INFO : Epoch 1715 | loss: 0.0312636 | val_loss: 0.0312547 | Time: 6078.59 ms [2022-03-20 13:53:23 main:574] : INFO : Epoch 1716 | loss: 0.0312531 | val_loss: 0.031251 | Time: 5764.57 ms [2022-03-20 13:53:29 main:574] : INFO : Epoch 1717 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 5807.44 ms [2022-03-20 13:53:35 main:574] : INFO : Epoch 1718 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 6219.63 ms [2022-03-20 13:53:41 main:574] : INFO : Epoch 1719 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 6106.61 ms [2022-03-20 13:53:47 main:574] : INFO : Epoch 1720 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 5979.15 ms [2022-03-20 13:53:53 main:574] : INFO : Epoch 1721 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 5983.26 ms [2022-03-20 13:53:59 main:574] : INFO : Epoch 1722 | loss: 0.031248 | val_loss: 0.0312479 | Time: 6336.06 ms [2022-03-20 13:54:05 main:574] : INFO : Epoch 1723 | loss: 0.031248 | val_loss: 0.0312484 | Time: 5932.36 ms [2022-03-20 13:54:11 main:574] : INFO : Epoch 1724 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 6157.01 ms [2022-03-20 13:54:17 main:574] : INFO : Epoch 1725 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 5745.72 ms [2022-03-20 13:54:23 main:574] : INFO : Epoch 1726 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 5538.36 ms [2022-03-20 13:54:28 main:574] : INFO : Epoch 1727 | loss: 0.031247 | val_loss: 0.0312478 | Time: 5709.58 ms [2022-03-20 13:54:34 main:574] : INFO : Epoch 1728 | loss: 0.031247 | val_loss: 0.0312475 | Time: 5932.66 ms [2022-03-20 13:54:41 main:574] : INFO : Epoch 1729 | loss: 0.0312469 | val_loss: 0.031247 | Time: 6201.52 ms [2022-03-20 13:54:46 main:574] : INFO : Epoch 1730 | loss: 0.031247 | val_loss: 0.0312472 | Time: 5626.48 ms [2022-03-20 13:54:52 main:574] : INFO : Epoch 1731 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 5733.25 ms [2022-03-20 13:54:58 main:574] : INFO : Epoch 1732 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 5832.21 ms [2022-03-20 13:55:03 main:574] : INFO : Epoch 1733 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 5527.02 ms [2022-03-20 13:55:09 main:574] : INFO : Epoch 1734 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 5860.3 ms [2022-03-20 13:55:15 main:574] : INFO : Epoch 1735 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 5685.26 ms [2022-03-20 13:55:20 main:574] : INFO : Epoch 1736 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 5670.94 ms [2022-03-20 13:55:26 main:574] : INFO : Epoch 1737 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 5559.34 ms [2022-03-20 13:55:32 main:574] : INFO : Epoch 1738 | loss: 0.031246 | val_loss: 0.0312463 | Time: 5694.98 ms [2022-03-20 13:55:37 main:574] : INFO : Epoch 1739 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 5589.47 ms [2022-03-20 13:55:43 main:574] : INFO : Epoch 1740 | loss: 0.0312458 | val_loss: 0.0312466 | Time: 5949.59 ms [2022-03-20 13:55:49 main:574] : INFO : Epoch 1741 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 5833.89 ms [2022-03-20 13:55:55 main:574] : INFO : Epoch 1742 | loss: 0.0312458 | val_loss: 0.031246 | Time: 5631.25 ms [2022-03-20 13:56:01 main:574] : INFO : Epoch 1743 | loss: 0.0312455 | val_loss: 0.031246 | Time: 5842.96 ms [2022-03-20 13:56:07 main:574] : INFO : Epoch 1744 | loss: 0.0312454 | val_loss: 0.0312461 | Time: 6015.71 ms [2022-03-20 13:56:13 main:574] : INFO : Epoch 1745 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 5940.16 ms [2022-03-20 13:56:18 main:574] : INFO : Epoch 1746 | loss: 0.0312454 | val_loss: 0.031246 | Time: 5548.64 ms [2022-03-20 13:56:24 main:574] : INFO : Epoch 1747 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 5841.78 ms [2022-03-20 13:56:30 main:574] : INFO : Epoch 1748 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 5620.63 ms [2022-03-20 13:56:35 main:574] : INFO : Epoch 1749 | loss: 0.0312459 | val_loss: 0.0312459 | Time: 5609.11 ms [2022-03-20 13:56:41 main:574] : INFO : Epoch 1750 | loss: 0.0312455 | val_loss: 0.0312461 | Time: 5805.47 ms [2022-03-20 13:56:47 main:574] : INFO : Epoch 1751 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 5729.23 ms [2022-03-20 13:56:53 main:574] : INFO : Epoch 1752 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 5969.72 ms [2022-03-20 13:56:59 main:574] : INFO : Epoch 1753 | loss: 0.031245 | val_loss: 0.0312456 | Time: 5792.84 ms [2022-03-20 13:57:04 main:574] : INFO : Epoch 1754 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 5741.69 ms [2022-03-20 13:57:10 main:574] : INFO : Epoch 1755 | loss: 0.0312453 | val_loss: 0.0312468 | Time: 5562.08 ms [2022-03-20 13:57:15 main:574] : INFO : Epoch 1756 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 5592.63 ms [2022-03-20 13:57:22 main:574] : INFO : Epoch 1757 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 6043.69 ms [2022-03-20 13:57:27 main:574] : INFO : Epoch 1758 | loss: 0.031245 | val_loss: 0.0312456 | Time: 5543.36 ms [2022-03-20 13:57:33 main:574] : INFO : Epoch 1759 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 5806.62 ms [2022-03-20 13:57:39 main:574] : INFO : Epoch 1760 | loss: 0.0312449 | val_loss: 0.0312483 | Time: 6000.82 ms [2022-03-20 13:57:44 main:574] : INFO : Epoch 1761 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 5565.82 ms [2022-03-20 13:57:50 main:574] : INFO : Epoch 1762 | loss: 0.031245 | val_loss: 0.031246 | Time: 5981.09 ms [2022-03-20 13:57:56 main:574] : INFO : Epoch 1763 | loss: 0.0312457 | val_loss: 0.0312456 | Time: 5697.55 ms [2022-03-20 13:58:02 main:574] : INFO : Epoch 1764 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 5605.71 ms [2022-03-20 13:58:08 main:574] : INFO : Epoch 1765 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 5733.6 ms [2022-03-20 13:58:13 main:574] : INFO : Epoch 1766 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 5769.71 ms [2022-03-20 13:58:19 main:574] : INFO : Epoch 1767 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 5789.12 ms [2022-03-20 13:58:25 main:574] : INFO : Epoch 1768 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 5777.74 ms [2022-03-20 13:58:31 main:574] : INFO : Epoch 1769 | loss: 0.031245 | val_loss: 0.031248 | Time: 5927.85 ms [2022-03-20 13:58:37 main:574] : INFO : Epoch 1770 | loss: 0.0312462 | val_loss: 0.031246 | Time: 6171.61 ms [2022-03-20 13:58:43 main:574] : INFO : Epoch 1771 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 6051.59 ms [2022-03-20 13:58:49 main:574] : INFO : Epoch 1772 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 5883.52 ms [2022-03-20 13:58:55 main:574] : INFO : Epoch 1773 | loss: 0.0312448 | val_loss: 0.0312467 | Time: 5755.27 ms [2022-03-20 13:59:01 main:574] : INFO : Epoch 1774 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 5829.57 ms [2022-03-20 13:59:06 main:574] : INFO : Epoch 1775 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5661.49 ms [2022-03-20 13:59:12 main:574] : INFO : Epoch 1776 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 5671.33 ms [2022-03-20 13:59:18 main:574] : INFO : Epoch 1777 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 5689.74 ms [2022-03-20 13:59:23 main:574] : INFO : Epoch 1778 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 5539.98 ms [2022-03-20 13:59:29 main:574] : INFO : Epoch 1779 | loss: 0.031245 | val_loss: 0.0312475 | Time: 5753.77 ms [2022-03-20 13:59:35 main:574] : INFO : Epoch 1780 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 5767.48 ms [2022-03-20 13:59:40 main:574] : INFO : Epoch 1781 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 5595.03 ms [2022-03-20 13:59:46 main:574] : INFO : Epoch 1782 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 6029 ms [2022-03-20 13:59:52 main:574] : INFO : Epoch 1783 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 5553.29 ms [2022-03-20 13:59:58 main:574] : INFO : Epoch 1784 | loss: 0.0312445 | val_loss: 0.0312452 | Time: 5906.39 ms [2022-03-20 14:00:04 main:574] : INFO : Epoch 1785 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 5868.82 ms [2022-03-20 14:00:10 main:574] : INFO : Epoch 1786 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 6048.82 ms [2022-03-20 14:00:16 main:574] : INFO : Epoch 1787 | loss: 0.031245 | val_loss: 0.0312482 | Time: 6611.11 ms [2022-03-20 14:00:22 main:574] : INFO : Epoch 1788 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 6086.51 ms [2022-03-20 14:00:28 main:574] : INFO : Epoch 1789 | loss: 0.0312447 | val_loss: 0.031246 | Time: 5736.31 ms [2022-03-20 14:00:34 main:574] : INFO : Epoch 1790 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 5866.63 ms [2022-03-20 14:00:40 main:574] : INFO : Epoch 1791 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 6218.45 ms [2022-03-20 14:00:46 main:574] : INFO : Epoch 1792 | loss: 0.0312454 | val_loss: 0.0312483 | Time: 5536.48 ms [2022-03-20 14:00:51 main:574] : INFO : Epoch 1793 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 5567.39 ms [2022-03-20 14:00:57 main:574] : INFO : Epoch 1794 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 5988.13 ms [2022-03-20 14:01:03 main:574] : INFO : Epoch 1795 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 5960.19 ms [2022-03-20 14:01:09 main:574] : INFO : Epoch 1796 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 5778.46 ms [2022-03-20 14:01:15 main:574] : INFO : Epoch 1797 | loss: 0.0312444 | val_loss: 0.0312453 | Time: 5591.9 ms [2022-03-20 14:01:20 main:574] : INFO : Epoch 1798 | loss: 0.0312444 | val_loss: 0.0312458 | Time: 5766.16 ms [2022-03-20 14:01:26 main:574] : INFO : Epoch 1799 | loss: 0.031245 | val_loss: 0.0312465 | Time: 5787.51 ms [2022-03-20 14:01:32 main:574] : INFO : Epoch 1800 | loss: 0.031245 | val_loss: 0.0312456 | Time: 6153.74 ms [2022-03-20 14:01:38 main:574] : INFO : Epoch 1801 | loss: 0.0312446 | val_loss: 0.0312465 | Time: 5537.37 ms [2022-03-20 14:01:44 main:574] : INFO : Epoch 1802 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 5718.95 ms [2022-03-20 14:01:49 main:574] : INFO : Epoch 1803 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 5605.68 ms [2022-03-20 14:01:55 main:574] : INFO : Epoch 1804 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 5707.9 ms [2022-03-20 14:02:01 main:574] : INFO : Epoch 1805 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 5587.61 ms [2022-03-20 14:02:07 main:574] : INFO : Epoch 1806 | loss: 0.0312445 | val_loss: 0.0312461 | Time: 5996.04 ms [2022-03-20 14:02:12 main:574] : INFO : Epoch 1807 | loss: 0.031245 | val_loss: 0.0312454 | Time: 5678.28 ms [2022-03-20 14:02:18 main:574] : INFO : Epoch 1808 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 5674.73 ms [2022-03-20 14:02:24 main:574] : INFO : Epoch 1809 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 5556.49 ms [2022-03-20 14:02:30 main:574] : INFO : Epoch 1810 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 5961.63 ms [2022-03-20 14:02:35 main:574] : INFO : Epoch 1811 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 5576.21 ms [2022-03-20 14:02:41 main:574] : INFO : Epoch 1812 | loss: 0.0312448 | val_loss: 0.0312463 | Time: 5728.99 ms [2022-03-20 14:02:46 main:574] : INFO : Epoch 1813 | loss: 0.0312447 | val_loss: 0.0312462 | Time: 5613.59 ms [2022-03-20 14:02:52 main:574] : INFO : Epoch 1814 | loss: 0.0312451 | val_loss: 0.0312469 | Time: 5748.67 ms [2022-03-20 14:02:58 main:574] : INFO : Epoch 1815 | loss: 0.0312465 | val_loss: 0.0312494 | Time: 5558.78 ms [2022-03-20 14:03:04 main:574] : INFO : Epoch 1816 | loss: 0.0312453 | val_loss: 0.0312467 | Time: 5918.25 ms [2022-03-20 14:03:09 main:574] : INFO : Epoch 1817 | loss: 0.0312464 | val_loss: 0.0312482 | Time: 5781.39 ms [2022-03-20 14:03:15 main:574] : INFO : Epoch 1818 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 5570.92 ms [2022-03-20 14:03:21 main:574] : INFO : Epoch 1819 | loss: 0.0312451 | val_loss: 0.0312458 | Time: 5739.88 ms [2022-03-20 14:03:27 main:574] : INFO : Epoch 1820 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 5825.73 ms [2022-03-20 14:03:32 main:574] : INFO : Epoch 1821 | loss: 0.0312448 | val_loss: 0.0312457 | Time: 5552.28 ms [2022-03-20 14:03:38 main:574] : INFO : Epoch 1822 | loss: 0.0312447 | val_loss: 0.031247 | Time: 6029.97 ms [2022-03-20 14:03:44 main:574] : INFO : Epoch 1823 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 6002.32 ms [2022-03-20 14:03:50 main:574] : INFO : Epoch 1824 | loss: 0.031245 | val_loss: 0.0312457 | Time: 5967.71 ms [2022-03-20 14:03:56 main:574] : INFO : Epoch 1825 | loss: 0.0312449 | val_loss: 0.0312467 | Time: 5890.88 ms [2022-03-20 14:04:02 main:574] : INFO : Epoch 1826 | loss: 0.0312446 | val_loss: 0.0312457 | Time: 6166.82 ms [2022-03-20 14:04:08 main:574] : INFO : Epoch 1827 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 5829.34 ms [2022-03-20 14:04:14 main:574] : INFO : Epoch 1828 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 5664.77 ms [2022-03-20 14:04:20 main:574] : INFO : Epoch 1829 | loss: 0.0312449 | val_loss: 0.0312459 | Time: 5780.71 ms [2022-03-20 14:04:25 main:574] : INFO : Epoch 1830 | loss: 0.031245 | val_loss: 0.0312455 | Time: 5734.06 ms [2022-03-20 14:04:31 main:574] : INFO : Epoch 1831 | loss: 0.0312445 | val_loss: 0.0312465 | Time: 5774.78 ms [2022-03-20 14:04:37 main:574] : INFO : Epoch 1832 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 5632.64 ms [2022-03-20 14:04:42 main:574] : INFO : Epoch 1833 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 5698.8 ms [2022-03-20 14:04:48 main:574] : INFO : Epoch 1834 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 5695.78 ms [2022-03-20 14:04:54 main:574] : INFO : Epoch 1835 | loss: 0.0312451 | val_loss: 0.0312461 | Time: 5761.84 ms [2022-03-20 14:05:00 main:574] : INFO : Epoch 1836 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 5674.95 ms [2022-03-20 14:05:06 main:574] : INFO : Epoch 1837 | loss: 0.031245 | val_loss: 0.0312452 | Time: 5993.76 ms [2022-03-20 14:05:12 main:574] : INFO : Epoch 1838 | loss: 0.031245 | val_loss: 0.0312462 | Time: 6063.57 ms [2022-03-20 14:05:18 main:574] : INFO : Epoch 1839 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 6467.47 ms [2022-03-20 14:05:24 main:574] : INFO : Epoch 1840 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 5865.04 ms [2022-03-20 14:05:30 main:574] : INFO : Epoch 1841 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 5732.58 ms [2022-03-20 14:05:36 main:574] : INFO : Epoch 1842 | loss: 0.0312453 | val_loss: 0.0312472 | Time: 6170.19 ms [2022-03-20 14:05:42 main:574] : INFO : Epoch 1843 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 6386.92 ms [2022-03-20 14:05:49 main:574] : INFO : Epoch 1844 | loss: 0.0312455 | val_loss: 0.0312473 | Time: 6553.34 ms [2022-03-20 14:05:55 main:574] : INFO : Epoch 1845 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 5975.08 ms [2022-03-20 14:06:01 main:574] : INFO : Epoch 1846 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 6396.27 ms [2022-03-20 14:06:07 main:574] : INFO : Epoch 1847 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 5876.06 ms [2022-03-20 14:06:14 main:574] : INFO : Epoch 1848 | loss: 0.0312448 | val_loss: 0.0312464 | Time: 6443.41 ms [2022-03-20 14:06:20 main:574] : INFO : Epoch 1849 | loss: 0.031245 | val_loss: 0.0312453 | Time: 6047.04 ms [2022-03-20 14:06:26 main:574] : INFO : Epoch 1850 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 6078.65 ms [2022-03-20 14:06:32 main:574] : INFO : Epoch 1851 | loss: 0.0312456 | val_loss: 0.031246 | Time: 5978.95 ms [2022-03-20 14:06:38 main:574] : INFO : Epoch 1852 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 6168.64 ms [2022-03-20 14:06:44 main:574] : INFO : Epoch 1853 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 5823.51 ms [2022-03-20 14:06:50 main:574] : INFO : Epoch 1854 | loss: 0.0312457 | val_loss: 0.0312488 | Time: 6066.46 ms [2022-03-20 14:06:56 main:574] : INFO : Epoch 1855 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 6288.72 ms [2022-03-20 14:07:02 main:574] : INFO : Epoch 1856 | loss: 0.0312451 | val_loss: 0.0312467 | Time: 5778.81 ms [2022-03-20 14:07:08 main:574] : INFO : Epoch 1857 | loss: 0.0312463 | val_loss: 0.0312497 | Time: 6108.69 ms [2022-03-20 14:07:14 main:574] : INFO : Epoch 1858 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 5917.89 ms [2022-03-20 14:07:20 main:574] : INFO : Epoch 1859 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 5578.67 ms [2022-03-20 14:07:25 main:574] : INFO : Epoch 1860 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 5942.63 ms [2022-03-20 14:07:31 main:574] : INFO : Epoch 1861 | loss: 0.031245 | val_loss: 0.0312453 | Time: 5618.54 ms [2022-03-20 14:07:37 main:574] : INFO : Epoch 1862 | loss: 0.0312445 | val_loss: 0.0312452 | Time: 6153.73 ms [2022-03-20 14:07:43 main:574] : INFO : Epoch 1863 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 5684.83 ms [2022-03-20 14:07:49 main:574] : INFO : Epoch 1864 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 6138.47 ms [2022-03-20 14:07:55 main:574] : INFO : Epoch 1865 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 5773.91 ms [2022-03-20 14:08:01 main:574] : INFO : Epoch 1866 | loss: 0.031245 | val_loss: 0.0312453 | Time: 5821.67 ms [2022-03-20 14:08:07 main:574] : INFO : Epoch 1867 | loss: 0.0312445 | val_loss: 0.0312452 | Time: 5818.73 ms [2022-03-20 14:08:12 main:574] : INFO : Epoch 1868 | loss: 0.0312444 | val_loss: 0.0312452 | Time: 5808.75 ms [2022-03-20 14:08:18 main:574] : INFO : Epoch 1869 | loss: 0.0312447 | val_loss: 0.0312479 | Time: 5716.7 ms [2022-03-20 14:08:24 main:574] : INFO : Epoch 1870 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 5660.14 ms [2022-03-20 14:08:29 main:574] : INFO : Epoch 1871 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 5521.01 ms [2022-03-20 14:08:35 main:574] : INFO : Epoch 1872 | loss: 0.031245 | val_loss: 0.0312452 | Time: 5503.21 ms [2022-03-20 14:08:40 main:574] : INFO : Epoch 1873 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 5523.88 ms [2022-03-20 14:08:46 main:574] : INFO : Epoch 1874 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 5487.18 ms [2022-03-20 14:08:52 main:574] : INFO : Epoch 1875 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 5720.42 ms [2022-03-20 14:08:57 main:574] : INFO : Epoch 1876 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 5695.57 ms [2022-03-20 14:09:03 main:574] : INFO : Epoch 1877 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 5508.15 ms [2022-03-20 14:09:08 main:574] : INFO : Epoch 1878 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 5482.43 ms [2022-03-20 14:09:14 main:574] : INFO : Epoch 1879 | loss: 0.0312449 | val_loss: 0.0312474 | Time: 5705.49 ms [2022-03-20 14:09:19 main:574] : INFO : Epoch 1880 | loss: 0.031245 | val_loss: 0.0312454 | Time: 5538.47 ms [2022-03-20 14:09:25 main:574] : INFO : Epoch 1881 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 5945.54 ms [2022-03-20 14:09:31 main:574] : INFO : Epoch 1882 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 5535.12 ms [2022-03-20 14:09:37 main:574] : INFO : Epoch 1883 | loss: 0.0312448 | val_loss: 0.0312463 | Time: 5532.59 ms [2022-03-20 14:09:42 main:574] : INFO : Epoch 1884 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 5550.29 ms [2022-03-20 14:09:48 main:574] : INFO : Epoch 1885 | loss: 0.0312449 | val_loss: 0.0312459 | Time: 5555.02 ms [2022-03-20 14:09:54 main:574] : INFO : Epoch 1886 | loss: 0.031245 | val_loss: 0.0312465 | Time: 5948.72 ms [2022-03-20 14:09:59 main:574] : INFO : Epoch 1887 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 5544.61 ms [2022-03-20 14:10:05 main:574] : INFO : Epoch 1888 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 6088.55 ms [2022-03-20 14:10:11 main:574] : INFO : Epoch 1889 | loss: 0.031245 | val_loss: 0.0312454 | Time: 5497.27 ms [2022-03-20 14:10:16 main:574] : INFO : Epoch 1890 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 5569.46 ms [2022-03-20 14:10:22 main:574] : INFO : Epoch 1891 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 5541.62 ms [2022-03-20 14:10:27 main:574] : INFO : Epoch 1892 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 5597.57 ms [2022-03-20 14:10:33 main:574] : INFO : Epoch 1893 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 5515.29 ms [2022-03-20 14:10:39 main:574] : INFO : Epoch 1894 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 5678.38 ms [2022-03-20 14:10:44 main:574] : INFO : Epoch 1895 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5536.14 ms [2022-03-20 14:10:50 main:574] : INFO : Epoch 1896 | loss: 0.031245 | val_loss: 0.0312453 | Time: 5568.18 ms [2022-03-20 14:10:55 main:574] : INFO : Epoch 1897 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 5572.5 ms [2022-03-20 14:11:01 main:574] : INFO : Epoch 1898 | loss: 0.0312444 | val_loss: 0.0312458 | Time: 5579.24 ms [2022-03-20 14:11:07 main:574] : INFO : Epoch 1899 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 5630.11 ms [2022-03-20 14:11:12 main:574] : INFO : Epoch 1900 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 5519.08 ms [2022-03-20 14:11:18 main:574] : INFO : Epoch 1901 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 5901.87 ms [2022-03-20 14:11:24 main:574] : INFO : Epoch 1902 | loss: 0.0312456 | val_loss: 0.031246 | Time: 5667.31 ms [2022-03-20 14:11:30 main:574] : INFO : Epoch 1903 | loss: 0.031245 | val_loss: 0.0312453 | Time: 6224.77 ms [2022-03-20 14:11:36 main:574] : INFO : Epoch 1904 | loss: 0.0312448 | val_loss: 0.0312481 | Time: 5916.41 ms [2022-03-20 14:11:42 main:574] : INFO : Epoch 1905 | loss: 0.0312451 | val_loss: 0.0312466 | Time: 6300.82 ms [2022-03-20 14:11:48 main:574] : INFO : Epoch 1906 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 5916.04 ms [2022-03-20 14:11:54 main:574] : INFO : Epoch 1907 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 5771.7 ms [2022-03-20 14:12:00 main:574] : INFO : Epoch 1908 | loss: 0.0312452 | val_loss: 0.0312465 | Time: 5881.59 ms [2022-03-20 14:12:06 main:574] : INFO : Epoch 1909 | loss: 0.031245 | val_loss: 0.0312453 | Time: 5777.87 ms [2022-03-20 14:12:11 main:574] : INFO : Epoch 1910 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 5619.06 ms [2022-03-20 14:12:17 main:574] : INFO : Epoch 1911 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 5469.52 ms [2022-03-20 14:12:22 main:574] : INFO : Epoch 1912 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 5474.34 ms [2022-03-20 14:12:28 main:574] : INFO : Epoch 1913 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 5589.98 ms [2022-03-20 14:12:33 main:574] : INFO : Epoch 1914 | loss: 0.0312445 | val_loss: 0.0312458 | Time: 5494.02 ms [2022-03-20 14:12:39 main:574] : INFO : Epoch 1915 | loss: 0.0312445 | val_loss: 0.0312462 | Time: 5502.65 ms [2022-03-20 14:12:44 main:574] : INFO : Epoch 1916 | loss: 0.0312455 | val_loss: 0.031248 | Time: 5646.88 ms [2022-03-20 14:12:50 main:574] : INFO : Epoch 1917 | loss: 0.031245 | val_loss: 0.0312455 | Time: 5913.3 ms [2022-03-20 14:12:56 main:574] : INFO : Epoch 1918 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 5503.05 ms [2022-03-20 14:13:02 main:574] : INFO : Epoch 1919 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 5696.63 ms [2022-03-20 14:13:07 main:574] : INFO : Epoch 1920 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 5671.49 ms [2022-03-20 14:13:13 main:574] : INFO : Epoch 1921 | loss: 0.0312451 | val_loss: 0.0312457 | Time: 5577.45 ms [2022-03-20 14:13:19 main:574] : INFO : Epoch 1922 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 5874.08 ms [2022-03-20 14:13:24 main:574] : INFO : Epoch 1923 | loss: 0.0312447 | val_loss: 0.0312491 | Time: 5731.29 ms [2022-03-20 14:13:30 main:574] : INFO : Epoch 1924 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 5911.7 ms [2022-03-20 14:13:36 main:574] : INFO : Epoch 1925 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 5864.25 ms [2022-03-20 14:13:42 main:574] : INFO : Epoch 1926 | loss: 0.0312452 | val_loss: 0.0312475 | Time: 6057.67 ms [2022-03-20 14:13:48 main:574] : INFO : Epoch 1927 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 6081.46 ms [2022-03-20 14:13:54 main:574] : INFO : Epoch 1928 | loss: 0.0312448 | val_loss: 0.0312455 | Time: 5940.98 ms [2022-03-20 14:14:00 main:574] : INFO : Epoch 1929 | loss: 0.0312449 | val_loss: 0.0312491 | Time: 5707.61 ms [2022-03-20 14:14:06 main:574] : INFO : Epoch 1930 | loss: 0.0312457 | val_loss: 0.0312459 | Time: 5535.87 ms [2022-03-20 14:14:11 main:574] : INFO : Epoch 1931 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 5652.75 ms [2022-03-20 14:14:17 main:574] : INFO : Epoch 1932 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 5520.98 ms [2022-03-20 14:14:22 main:574] : INFO : Epoch 1933 | loss: 0.0312449 | val_loss: 0.0312482 | Time: 5515.02 ms [2022-03-20 14:14:28 main:574] : INFO : Epoch 1934 | loss: 0.0312451 | val_loss: 0.0312452 | Time: 5493.41 ms [2022-03-20 14:14:33 main:574] : INFO : Epoch 1935 | loss: 0.0312446 | val_loss: 0.0312457 | Time: 5456.31 ms [2022-03-20 14:14:39 main:574] : INFO : Epoch 1936 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 5480.38 ms [2022-03-20 14:14:44 main:574] : INFO : Epoch 1937 | loss: 0.0312446 | val_loss: 0.031246 | Time: 5524.78 ms [2022-03-20 14:14:50 main:574] : INFO : Epoch 1938 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 5742.8 ms [2022-03-20 14:14:56 main:574] : INFO : Epoch 1939 | loss: 0.0312455 | val_loss: 0.0312457 | Time: 5864.14 ms [2022-03-20 14:15:02 main:574] : INFO : Epoch 1940 | loss: 0.0312449 | val_loss: 0.031247 | Time: 5805.67 ms [2022-03-20 14:15:07 main:574] : INFO : Epoch 1941 | loss: 0.0312448 | val_loss: 0.0312475 | Time: 5476.32 ms [2022-03-20 14:15:13 main:574] : INFO : Epoch 1942 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 5506.28 ms [2022-03-20 14:15:18 main:574] : INFO : Epoch 1943 | loss: 0.0312448 | val_loss: 0.0312457 | Time: 5717.6 ms [2022-03-20 14:15:24 main:574] : INFO : Epoch 1944 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 5716.57 ms [2022-03-20 14:15:30 main:574] : INFO : Epoch 1945 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 5710.89 ms [2022-03-20 14:15:35 main:574] : INFO : Epoch 1946 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 5630.02 ms [2022-03-20 14:15:41 main:574] : INFO : Epoch 1947 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 5528.37 ms [2022-03-20 14:15:47 main:574] : INFO : Epoch 1948 | loss: 0.0312445 | val_loss: 0.0312463 | Time: 5540.46 ms [2022-03-20 14:15:52 main:574] : INFO : Epoch 1949 | loss: 0.0312449 | val_loss: 0.0312471 | Time: 5561.7 ms [2022-03-20 14:15:58 main:574] : INFO : Epoch 1950 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 5533.86 ms [2022-03-20 14:16:03 main:574] : INFO : Epoch 1951 | loss: 0.0312443 | val_loss: 0.0312453 | Time: 5424.49 ms [2022-03-20 14:16:09 main:574] : INFO : Epoch 1952 | loss: 0.0312446 | val_loss: 0.031246 | Time: 5570.6 ms [2022-03-20 14:16:14 main:574] : INFO : Epoch 1953 | loss: 0.0312454 | val_loss: 0.0312473 | Time: 5511.19 ms [2022-03-20 14:16:20 main:574] : INFO : Epoch 1954 | loss: 0.031245 | val_loss: 0.0312456 | Time: 5495.57 ms [2022-03-20 14:16:25 main:574] : INFO : Epoch 1955 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5504.44 ms [2022-03-20 14:16:31 main:574] : INFO : Epoch 1956 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 5805.45 ms [2022-03-20 14:16:37 main:574] : INFO : Epoch 1957 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 5779.44 ms [2022-03-20 14:16:42 main:574] : INFO : Epoch 1958 | loss: 0.0312452 | val_loss: 0.031246 | Time: 5533.46 ms [2022-03-20 14:16:48 main:574] : INFO : Epoch 1959 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 5651.54 ms [2022-03-20 14:16:54 main:574] : INFO : Epoch 1960 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 5566.52 ms [2022-03-20 14:16:59 main:574] : INFO : Epoch 1961 | loss: 0.0312452 | val_loss: 0.0312483 | Time: 5534.05 ms [2022-03-20 14:17:05 main:574] : INFO : Epoch 1962 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 5519.32 ms [2022-03-20 14:17:10 main:574] : INFO : Epoch 1963 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 5534.66 ms [2022-03-20 14:17:16 main:574] : INFO : Epoch 1964 | loss: 0.031245 | val_loss: 0.0312457 | Time: 5546.5 ms [2022-03-20 14:17:21 main:574] : INFO : Epoch 1965 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 5550.07 ms [2022-03-20 14:17:27 main:574] : INFO : Epoch 1966 | loss: 0.0312446 | val_loss: 0.0312459 | Time: 5541.71 ms [2022-03-20 14:17:33 main:574] : INFO : Epoch 1967 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 5713.27 ms [2022-03-20 14:17:38 main:574] : INFO : Epoch 1968 | loss: 0.0312464 | val_loss: 0.031246 | Time: 5506.45 ms [2022-03-20 14:17:43 main:574] : INFO : Epoch 1969 | loss: 0.0312466 | val_loss: 0.0312481 | Time: 5460.05 ms [2022-03-20 14:17:49 main:574] : INFO : Epoch 1970 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 5525.45 ms [2022-03-20 14:17:55 main:574] : INFO : Epoch 1971 | loss: 0.0312454 | val_loss: 0.0312457 | Time: 5526.79 ms [2022-03-20 14:18:00 main:574] : INFO : Epoch 1972 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 5642.25 ms [2022-03-20 14:18:06 main:574] : INFO : Epoch 1973 | loss: 0.031245 | val_loss: 0.0312453 | Time: 5502.24 ms [2022-03-20 14:18:11 main:574] : INFO : Epoch 1974 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 5463.19 ms [2022-03-20 14:18:17 main:574] : INFO : Epoch 1975 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 5419.9 ms [2022-03-20 14:18:22 main:574] : INFO : Epoch 1976 | loss: 0.0312449 | val_loss: 0.0312456 | Time: 5444.9 ms [2022-03-20 14:18:28 main:574] : INFO : Epoch 1977 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 5515.78 ms [2022-03-20 14:18:33 main:574] : INFO : Epoch 1978 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 5473.26 ms [2022-03-20 14:18:39 main:574] : INFO : Epoch 1979 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 5478.07 ms [2022-03-20 14:18:44 main:574] : INFO : Epoch 1980 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 5448.57 ms [2022-03-20 14:18:49 main:574] : INFO : Epoch 1981 | loss: 0.0312448 | val_loss: 0.0312457 | Time: 5472.56 ms [2022-03-20 14:18:55 main:574] : INFO : Epoch 1982 | loss: 0.031245 | val_loss: 0.0312457 | Time: 5649.66 ms [2022-03-20 14:19:01 main:574] : INFO : Epoch 1983 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 5435.08 ms [2022-03-20 14:19:06 main:574] : INFO : Epoch 1984 | loss: 0.0312445 | val_loss: 0.0312465 | Time: 5477.04 ms [2022-03-20 14:19:12 main:574] : INFO : Epoch 1985 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 5466.11 ms [2022-03-20 14:19:17 main:574] : INFO : Epoch 1986 | loss: 0.0312444 | val_loss: 0.0312452 | Time: 5697.19 ms [2022-03-20 14:19:23 main:574] : INFO : Epoch 1987 | loss: 0.0312448 | val_loss: 0.031248 | Time: 5454.35 ms [2022-03-20 14:19:28 main:574] : INFO : Epoch 1988 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 5503.94 ms [2022-03-20 14:19:34 main:574] : INFO : Epoch 1989 | loss: 0.0312446 | val_loss: 0.0312466 | Time: 5603.42 ms [2022-03-20 14:19:39 main:574] : INFO : Epoch 1990 | loss: 0.0312454 | val_loss: 0.0312452 | Time: 5455.06 ms [2022-03-20 14:19:45 main:574] : INFO : Epoch 1991 | loss: 0.0312444 | val_loss: 0.0312453 | Time: 5497.38 ms [2022-03-20 14:19:50 main:574] : INFO : Epoch 1992 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 5482.42 ms [2022-03-20 14:19:56 main:574] : INFO : Epoch 1993 | loss: 0.0312445 | val_loss: 0.0312454 | Time: 5501.27 ms [2022-03-20 14:20:01 main:574] : INFO : Epoch 1994 | loss: 0.0312448 | val_loss: 0.0312457 | Time: 5480.65 ms [2022-03-20 14:20:07 main:574] : INFO : Epoch 1995 | loss: 0.0312455 | val_loss: 0.0312463 | Time: 5523.02 ms [2022-03-20 14:20:12 main:574] : INFO : Epoch 1996 | loss: 0.0312445 | val_loss: 0.0312461 | Time: 5473.69 ms [2022-03-20 14:20:18 main:574] : INFO : Epoch 1997 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 5529.79 ms [2022-03-20 14:20:23 main:574] : INFO : Epoch 1998 | loss: 0.031245 | val_loss: 0.0312478 | Time: 5513.64 ms [2022-03-20 14:20:29 main:574] : INFO : Epoch 1999 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 5493.72 ms [2022-03-20 14:20:34 main:574] : INFO : Epoch 2000 | loss: 0.0312454 | val_loss: 0.0312459 | Time: 5477.82 ms [2022-03-20 14:20:40 main:574] : INFO : Epoch 2001 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 5516.01 ms [2022-03-20 14:20:45 main:574] : INFO : Epoch 2002 | loss: 0.0312445 | val_loss: 0.0312456 | Time: 5509.82 ms [2022-03-20 14:20:51 main:574] : INFO : Epoch 2003 | loss: 0.0312452 | val_loss: 0.0312469 | Time: 5502.21 ms [2022-03-20 14:20:57 main:574] : INFO : Epoch 2004 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 5908.63 ms [2022-03-20 14:21:03 main:574] : INFO : Epoch 2005 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 5911.77 ms [2022-03-20 14:21:09 main:574] : INFO : Epoch 2006 | loss: 0.0312448 | val_loss: 0.0312497 | Time: 5871.08 ms [2022-03-20 14:21:14 main:574] : INFO : Epoch 2007 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 5879.65 ms [2022-03-20 14:21:20 main:574] : INFO : Epoch 2008 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 5958.47 ms [2022-03-20 14:21:26 main:574] : INFO : Epoch 2009 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 5341.8 ms [2022-03-20 14:21:31 main:574] : INFO : Epoch 2010 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 5352.93 ms [2022-03-20 14:21:37 main:574] : INFO : Epoch 2011 | loss: 0.031246 | val_loss: 0.0312462 | Time: 5621.82 ms [2022-03-20 14:21:42 main:574] : INFO : Epoch 2012 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 5733.69 ms [2022-03-20 14:21:48 main:574] : INFO : Epoch 2013 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 5602.66 ms [2022-03-20 14:21:54 main:574] : INFO : Epoch 2014 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 5480.22 ms [2022-03-20 14:21:59 main:574] : INFO : Epoch 2015 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 5551.57 ms [2022-03-20 14:22:05 main:574] : INFO : Epoch 2016 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 5477.44 ms [2022-03-20 14:22:10 main:574] : INFO : Epoch 2017 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 5638.92 ms [2022-03-20 14:22:16 main:574] : INFO : Epoch 2018 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 5514.28 ms [2022-03-20 14:22:21 main:574] : INFO : Epoch 2019 | loss: 0.0312445 | val_loss: 0.0312458 | Time: 5475.29 ms [2022-03-20 14:22:27 main:574] : INFO : Epoch 2020 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 5474.95 ms [2022-03-20 14:22:32 main:574] : INFO : Epoch 2021 | loss: 0.0312444 | val_loss: 0.0312467 | Time: 5537.97 ms [2022-03-20 14:22:38 main:574] : INFO : Epoch 2022 | loss: 0.0312453 | val_loss: 0.0312468 | Time: 5528.85 ms [2022-03-20 14:22:43 main:574] : INFO : Epoch 2023 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 5480.92 ms [2022-03-20 14:22:49 main:574] : INFO : Epoch 2024 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 5453.25 ms [2022-03-20 14:22:54 main:574] : INFO : Epoch 2025 | loss: 0.0312446 | val_loss: 0.0312452 | Time: 5527.53 ms [2022-03-20 14:23:00 main:574] : INFO : Epoch 2026 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 5622.45 ms [2022-03-20 14:23:05 main:574] : INFO : Epoch 2027 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 5488.23 ms [2022-03-20 14:23:11 main:574] : INFO : Epoch 2028 | loss: 0.031245 | val_loss: 0.0312454 | Time: 5450.97 ms [2022-03-20 14:23:16 main:574] : INFO : Epoch 2029 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 5521.1 ms [2022-03-20 14:23:22 main:574] : INFO : Epoch 2030 | loss: 0.0312444 | val_loss: 0.0312453 | Time: 5509.2 ms [2022-03-20 14:23:28 main:574] : INFO : Epoch 2031 | loss: 0.0312444 | val_loss: 0.0312453 | Time: 5621.76 ms [2022-03-20 14:23:33 main:574] : INFO : Epoch 2032 | loss: 0.0312448 | val_loss: 0.0312465 | Time: 5546.94 ms [2022-03-20 14:23:39 main:574] : INFO : Epoch 2033 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 5582.06 ms [2022-03-20 14:23:44 main:574] : INFO : Epoch 2034 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 5722.53 ms [2022-03-20 14:23:50 main:574] : INFO : Epoch 2035 | loss: 0.0312451 | val_loss: 0.0312468 | Time: 5560.65 ms [2022-03-20 14:23:55 main:574] : INFO : Epoch 2036 | loss: 0.0312446 | val_loss: 0.0312468 | Time: 5484.29 ms [2022-03-20 14:24:01 main:574] : INFO : Epoch 2037 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 5463.2 ms [2022-03-20 14:24:06 main:574] : INFO : Epoch 2038 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 5456.12 ms [2022-03-20 14:24:12 main:574] : INFO : Epoch 2039 | loss: 0.0312449 | val_loss: 0.0312454 | Time: 5530.65 ms [2022-03-20 14:24:17 main:574] : INFO : Epoch 2040 | loss: 0.0312451 | val_loss: 0.0312483 | Time: 5482.26 ms [2022-03-20 14:24:23 main:574] : INFO : Epoch 2041 | loss: 0.0312471 | val_loss: 0.031247 | Time: 5570.43 ms [2022-03-20 14:24:29 main:574] : INFO : Epoch 2042 | loss: 0.0312457 | val_loss: 0.031246 | Time: 5543.24 ms [2022-03-20 14:24:34 main:574] : INFO : Epoch 2043 | loss: 0.0312445 | val_loss: 0.0312457 | Time: 5500.69 ms [2022-03-20 14:24:40 main:574] : INFO : Epoch 2044 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 5531.84 ms [2022-03-20 14:24:45 main:574] : INFO : Epoch 2045 | loss: 0.0312464 | val_loss: 0.0312485 | Time: 5500.01 ms [2022-03-20 14:24:51 main:574] : INFO : Epoch 2046 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 5505.61 ms [2022-03-20 14:24:56 main:574] : INFO : Epoch 2047 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 5558.11 ms [2022-03-20 14:25:02 main:574] : INFO : Epoch 2048 | loss: 0.0312446 | val_loss: 0.0312452 | Time: 5534.85 ms [2022-03-20 14:25:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312452 [2022-03-20 14:25:02 main:603] : INFO : Saving end state to config to file [2022-03-20 14:25:02 main:608] : INFO : Success, exiting.. 14:25:02 (15796): 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)