Task 5139810
| Name | ParityMachine-1619580507-26956-1_0 |
| Workunit | 3087338 |
| Created | 3 May 2021, 18:05:59 UTC |
| Sent | 12 May 2021, 11:53:18 UTC |
| Report deadline | 19 May 2021, 11:53:18 UTC |
| Received | 12 May 2021, 15:44:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 48 min 9 sec |
| CPU time | 2 hours 39 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0312433 | val_loss: 0.0312455 | Time: 4942.08 ms [2021-05-12 10:02:48 main:574] : INFO : Epoch 1543 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 5037.6 ms [2021-05-12 10:02:53 main:574] : INFO : Epoch 1544 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 4804.99 ms [2021-05-12 10:02:58 main:574] : INFO : Epoch 1545 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 4827.3 ms [2021-05-12 10:03:03 main:574] : INFO : Epoch 1546 | loss: 0.0312428 | val_loss: 0.0312433 | Time: 4945.23 ms [2021-05-12 10:03:08 main:574] : INFO : Epoch 1547 | loss: 0.031243 | val_loss: 0.0312428 | Time: 4624.56 ms [2021-05-12 10:03:13 main:574] : INFO : Epoch 1548 | loss: 0.031243 | val_loss: 0.031243 | Time: 4863.59 ms [2021-05-12 10:03:17 main:574] : INFO : Epoch 1549 | loss: 0.0312427 | val_loss: 0.031243 | Time: 4810.59 ms [2021-05-12 10:03:22 main:574] : INFO : Epoch 1550 | loss: 0.0312427 | val_loss: 0.0312435 | Time: 4820.41 ms [2021-05-12 10:03:27 main:574] : INFO : Epoch 1551 | loss: 0.031243 | val_loss: 0.0312427 | Time: 4827.49 ms [2021-05-12 10:03:32 main:574] : INFO : Epoch 1552 | loss: 0.0312425 | val_loss: 0.031244 | Time: 4744.19 ms [2021-05-12 10:03:37 main:574] : INFO : Epoch 1553 | loss: 0.0312428 | val_loss: 0.0312422 | Time: 4851.63 ms [2021-05-12 10:03:42 main:574] : INFO : Epoch 1554 | loss: 0.0312425 | val_loss: 0.0312422 | Time: 4784.88 ms [2021-05-12 10:03:46 main:574] : INFO : Epoch 1555 | loss: 0.0312443 | val_loss: 0.0312427 | Time: 4736.17 ms [2021-05-12 10:03:51 main:574] : INFO : Epoch 1556 | loss: 0.0312426 | val_loss: 0.0312461 | Time: 4820.21 ms [2021-05-12 10:03:56 main:574] : INFO : Epoch 1557 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 4830.71 ms [2021-05-12 10:04:01 main:574] : INFO : Epoch 1558 | loss: 0.0312434 | val_loss: 0.031244 | Time: 5070.7 ms [2021-05-12 10:04:06 main:574] : INFO : Epoch 1559 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 4878.95 ms [2021-05-12 10:04:11 main:574] : INFO : Epoch 1560 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 4891.95 ms [2021-05-12 10:04:16 main:574] : INFO : Epoch 1561 | loss: 0.0312442 | val_loss: 0.0312425 | Time: 4827.53 ms [2021-05-12 10:04:21 main:574] : INFO : Epoch 1562 | loss: 0.0312433 | val_loss: 0.0312439 | Time: 4815.89 ms [2021-05-12 10:04:26 main:574] : INFO : Epoch 1563 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 4807.26 ms [2021-05-12 10:04:30 main:574] : INFO : Epoch 1564 | loss: 0.0312436 | val_loss: 0.0312448 | Time: 4902.83 ms [2021-05-12 10:04:35 main:574] : INFO : Epoch 1565 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 4901.19 ms [2021-05-12 10:04:40 main:574] : INFO : Epoch 1566 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 4742.67 ms [2021-05-12 10:04:45 main:574] : INFO : Epoch 1567 | loss: 0.0312434 | val_loss: 0.0312434 | Time: 4887.5 ms [2021-05-12 10:04:50 main:574] : INFO : Epoch 1568 | loss: 0.0312433 | val_loss: 0.0312448 | Time: 4699.98 ms [2021-05-12 10:04:55 main:574] : INFO : Epoch 1569 | loss: 0.0312447 | val_loss: 0.0312424 | Time: 4951.13 ms [2021-05-12 10:05:00 main:574] : INFO : Epoch 1570 | loss: 0.0312443 | val_loss: 0.0312467 | Time: 4970.69 ms [2021-05-12 10:05:05 main:574] : INFO : Epoch 1571 | loss: 0.0312436 | val_loss: 0.0312432 | Time: 4888.61 ms [2021-05-12 10:05:10 main:574] : INFO : Epoch 1572 | loss: 0.0312427 | val_loss: 0.0312428 | Time: 4912.15 ms [2021-05-12 10:05:15 main:574] : INFO : Epoch 1573 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 4869.96 ms [2021-05-12 10:05:20 main:574] : INFO : Epoch 1574 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 4869.9 ms [2021-05-12 10:05:24 main:574] : INFO : Epoch 1575 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 4849.76 ms [2021-05-12 10:05:29 main:574] : INFO : Epoch 1576 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 4938.9 ms [2021-05-12 10:05:34 main:574] : INFO : Epoch 1577 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 4943.97 ms [2021-05-12 10:05:39 main:574] : INFO : Epoch 1578 | loss: 0.0312431 | val_loss: 0.0312423 | Time: 4900.42 ms [2021-05-12 10:05:44 main:574] : INFO : Epoch 1579 | loss: 0.0312432 | val_loss: 0.0312462 | Time: 4841.4 ms [2021-05-12 10:05:49 main:574] : INFO : Epoch 1580 | loss: 0.0312438 | val_loss: 0.0312426 | Time: 4825.65 ms [2021-05-12 10:05:54 main:574] : INFO : Epoch 1581 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 4978.54 ms [2021-05-12 10:05:59 main:574] : INFO : Epoch 1582 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 4824.09 ms [2021-05-12 10:06:04 main:574] : INFO : Epoch 1583 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 4996.63 ms [2021-05-12 10:06:09 main:574] : INFO : Epoch 1584 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 4793.27 ms [2021-05-12 10:06:14 main:574] : INFO : Epoch 1585 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 4833.9 ms [2021-05-12 10:06:19 main:574] : INFO : Epoch 1586 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 4876.35 ms [2021-05-12 10:06:24 main:574] : INFO : Epoch 1587 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 4850.79 ms [2021-05-12 10:06:28 main:574] : INFO : Epoch 1588 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 4822.8 ms [2021-05-12 10:06:33 main:574] : INFO : Epoch 1589 | loss: 0.0312433 | val_loss: 0.0312452 | Time: 4665.16 ms [2021-05-12 10:06:38 main:574] : INFO : Epoch 1590 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 4753.4 ms [2021-05-12 10:06:43 main:574] : INFO : Epoch 1591 | loss: 0.0312424 | val_loss: 0.0312426 | Time: 4713.72 ms [2021-05-12 10:06:48 main:574] : INFO : Epoch 1592 | loss: 0.0312433 | val_loss: 0.0312452 | Time: 4912.47 ms [2021-05-12 10:06:52 main:574] : INFO : Epoch 1593 | loss: 0.0312443 | val_loss: 0.031246 | Time: 4742.13 ms [2021-05-12 10:06:57 main:574] : INFO : Epoch 1594 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 4773.55 ms [2021-05-12 10:07:02 main:574] : INFO : Epoch 1595 | loss: 0.0312437 | val_loss: 0.031243 | Time: 4720.47 ms [2021-05-12 10:07:07 main:574] : INFO : Epoch 1596 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 4746.58 ms [2021-05-12 10:07:12 main:574] : INFO : Epoch 1597 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 4851.76 ms [2021-05-12 10:07:16 main:574] : INFO : Epoch 1598 | loss: 0.0312428 | val_loss: 0.0312436 | Time: 4834 ms [2021-05-12 10:07:21 main:574] : INFO : Epoch 1599 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 4831.52 ms [2021-05-12 10:07:26 main:574] : INFO : Epoch 1600 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 4850.29 ms [2021-05-12 10:07:31 main:574] : INFO : Epoch 1601 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 4891.79 ms [2021-05-12 10:07:36 main:574] : INFO : Epoch 1602 | loss: 0.031243 | val_loss: 0.0312429 | Time: 4695.55 ms [2021-05-12 10:07:41 main:574] : INFO : Epoch 1603 | loss: 0.0312426 | val_loss: 0.0312427 | Time: 4860.53 ms [2021-05-12 10:07:46 main:574] : INFO : Epoch 1604 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 4762.21 ms [2021-05-12 10:07:50 main:574] : INFO : Epoch 1605 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 4822.91 ms [2021-05-12 10:07:55 main:574] : INFO : Epoch 1606 | loss: 0.0312424 | val_loss: 0.0312423 | Time: 4995.96 ms [2021-05-12 10:08:00 main:574] : INFO : Epoch 1607 | loss: 0.0312425 | val_loss: 0.0312446 | Time: 4908.68 ms [2021-05-12 10:08:05 main:574] : INFO : Epoch 1608 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 4805.95 ms [2021-05-12 10:08:10 main:574] : INFO : Epoch 1609 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 4784.21 ms [2021-05-12 10:08:15 main:574] : INFO : Epoch 1610 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 4823.78 ms [2021-05-12 10:08:20 main:574] : INFO : Epoch 1611 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 4961.25 ms [2021-05-12 10:08:25 main:574] : INFO : Epoch 1612 | loss: 0.0312454 | val_loss: 0.0312436 | Time: 5073.13 ms [2021-05-12 10:08:30 main:574] : INFO : Epoch 1613 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 4760.17 ms [2021-05-12 10:08:35 main:574] : INFO : Epoch 1614 | loss: 0.0312433 | val_loss: 0.0312429 | Time: 4974.98 ms [2021-05-12 10:08:40 main:574] : INFO : Epoch 1615 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 4834.32 ms [2021-05-12 10:08:45 main:574] : INFO : Epoch 1616 | loss: 0.0312423 | val_loss: 0.0312438 | Time: 4829.96 ms [2021-05-12 10:08:49 main:574] : INFO : Epoch 1617 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 4939.13 ms [2021-05-12 10:08:54 main:574] : INFO : Epoch 1618 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 4859.09 ms [2021-05-12 10:08:59 main:574] : INFO : Epoch 1619 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 4853.09 ms [2021-05-12 10:09:04 main:574] : INFO : Epoch 1620 | loss: 0.0312423 | val_loss: 0.0312467 | Time: 5003.19 ms [2021-05-12 10:09:09 main:574] : INFO : Epoch 1621 | loss: 0.031243 | val_loss: 0.0312431 | Time: 4860.81 ms [2021-05-12 10:09:14 main:574] : INFO : Epoch 1622 | loss: 0.0312429 | val_loss: 0.0312425 | Time: 4987.93 ms [2021-05-12 10:09:19 main:574] : INFO : Epoch 1623 | loss: 0.0312424 | val_loss: 0.031243 | Time: 4790.54 ms [2021-05-12 10:09:24 main:574] : INFO : Epoch 1624 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 4871.26 ms [2021-05-12 10:09:29 main:574] : INFO : Epoch 1625 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 4805.93 ms [2021-05-12 10:09:34 main:574] : INFO : Epoch 1626 | loss: 0.0312428 | val_loss: 0.0312455 | Time: 4890.7 ms [2021-05-12 10:09:39 main:574] : INFO : Epoch 1627 | loss: 0.0312424 | val_loss: 0.0312429 | Time: 4801.11 ms [2021-05-12 10:09:44 main:574] : INFO : Epoch 1628 | loss: 0.0312434 | val_loss: 0.0312436 | Time: 4827.41 ms [2021-05-12 10:09:49 main:574] : INFO : Epoch 1629 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 4868.19 ms [2021-05-12 10:09:53 main:574] : INFO : Epoch 1630 | loss: 0.0312425 | val_loss: 0.0312429 | Time: 4849.7 ms [2021-05-12 10:09:58 main:574] : INFO : Epoch 1631 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 4957.22 ms [2021-05-12 10:10:03 main:574] : INFO : Epoch 1632 | loss: 0.031242 | val_loss: 0.0312437 | Time: 4942.48 ms [2021-05-12 10:10:08 main:574] : INFO : Epoch 1633 | loss: 0.0312439 | val_loss: 0.0312426 | Time: 4835.77 ms [2021-05-12 10:10:13 main:574] : INFO : Epoch 1634 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 4844.51 ms [2021-05-12 10:10:18 main:574] : INFO : Epoch 1635 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 4711.44 ms [2021-05-12 10:10:23 main:574] : INFO : Epoch 1636 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 4822.81 ms [2021-05-12 10:10:28 main:574] : INFO : Epoch 1637 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 4893.77 ms [2021-05-12 10:10:32 main:574] : INFO : Epoch 1638 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 4674.88 ms [2021-05-12 10:10:37 main:574] : INFO : Epoch 1639 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 4723.12 ms [2021-05-12 10:10:42 main:574] : INFO : Epoch 1640 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 4772.43 ms [2021-05-12 10:10:47 main:574] : INFO : Epoch 1641 | loss: 0.0312475 | val_loss: 0.031253 | Time: 4910.8 ms [2021-05-12 10:10:52 main:574] : INFO : Epoch 1642 | loss: 0.0312453 | val_loss: 0.0312439 | Time: 4786.82 ms [2021-05-12 10:10:57 main:574] : INFO : Epoch 1643 | loss: 0.031243 | val_loss: 0.031244 | Time: 5312.13 ms [2021-05-12 10:11:02 main:574] : INFO : Epoch 1644 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 5401.83 ms [2021-05-12 10:11:07 main:574] : INFO : Epoch 1645 | loss: 0.0312431 | val_loss: 0.0312428 | Time: 4881.89 ms [2021-05-12 10:11:12 main:574] : INFO : Epoch 1646 | loss: 0.0312424 | val_loss: 0.031243 | Time: 4818 ms [2021-05-12 10:11:17 main:574] : INFO : Epoch 1647 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 4881.28 ms [2021-05-12 10:11:22 main:574] : INFO : Epoch 1648 | loss: 0.0312423 | val_loss: 0.0312457 | Time: 4651.25 ms [2021-05-12 10:11:27 main:574] : INFO : Epoch 1649 | loss: 0.0312451 | val_loss: 0.0312424 | Time: 4885.21 ms [2021-05-12 10:11:31 main:574] : INFO : Epoch 1650 | loss: 0.0312422 | val_loss: 0.031243 | Time: 4743.93 ms [2021-05-12 10:11:36 main:574] : INFO : Epoch 1651 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 4691.35 ms [2021-05-12 10:11:41 main:574] : INFO : Epoch 1652 | loss: 0.0312426 | val_loss: 0.031245 | Time: 4750.77 ms [2021-05-12 10:11:46 main:574] : INFO : Epoch 1653 | loss: 0.0312422 | val_loss: 0.0312431 | Time: 4773.86 ms [2021-05-12 10:11:51 main:574] : INFO : Epoch 1654 | loss: 0.0312426 | val_loss: 0.0312432 | Time: 4776.48 ms [2021-05-12 10:11:56 main:574] : INFO : Epoch 1655 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 4921.89 ms [2021-05-12 10:12:01 main:574] : INFO : Epoch 1656 | loss: 0.0312428 | val_loss: 0.031243 | Time: 4919.16 ms [2021-05-12 10:12:06 main:574] : INFO : Epoch 1657 | loss: 0.0312428 | val_loss: 0.0312464 | Time: 4790.86 ms [2021-05-12 10:12:11 main:574] : INFO : Epoch 1658 | loss: 0.0312436 | val_loss: 0.0312432 | Time: 4848.07 ms [2021-05-12 10:12:16 main:574] : INFO : Epoch 1659 | loss: 0.0312427 | val_loss: 0.0312433 | Time: 4909.37 ms [2021-05-12 10:12:21 main:574] : INFO : Epoch 1660 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 4978.23 ms [2021-05-12 10:12:26 main:574] : INFO : Epoch 1661 | loss: 0.0312421 | val_loss: 0.0312433 | Time: 5082.27 ms [2021-05-12 10:12:31 main:574] : INFO : Epoch 1662 | loss: 0.0312436 | val_loss: 0.0312439 | Time: 4876.19 ms [2021-05-12 10:12:36 main:574] : INFO : Epoch 1663 | loss: 0.031242 | val_loss: 0.0312433 | Time: 4905.39 ms [2021-05-12 10:12:40 main:574] : INFO : Epoch 1664 | loss: 0.0312435 | val_loss: 0.0312448 | Time: 4891.76 ms [2021-05-12 10:12:46 main:574] : INFO : Epoch 1665 | loss: 0.031245 | val_loss: 0.031244 | Time: 5058.45 ms [2021-05-12 10:12:50 main:574] : INFO : Epoch 1666 | loss: 0.0312429 | val_loss: 0.031243 | Time: 4837.53 ms [2021-05-12 10:12:55 main:574] : INFO : Epoch 1667 | loss: 0.0312431 | val_loss: 0.0312445 | Time: 4837.21 ms [2021-05-12 10:13:00 main:574] : INFO : Epoch 1668 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 4743.78 ms [2021-05-12 10:13:05 main:574] : INFO : Epoch 1669 | loss: 0.0312435 | val_loss: 0.0312433 | Time: 4860.33 ms [2021-05-12 10:13:10 main:574] : INFO : Epoch 1670 | loss: 0.0312446 | val_loss: 0.0312456 | Time: 4769.38 ms [2021-05-12 10:13:14 main:574] : INFO : Epoch 1671 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 4665.24 ms [2021-05-12 10:13:19 main:574] : INFO : Epoch 1672 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 4814.77 ms [2021-05-12 10:13:24 main:574] : INFO : Epoch 1673 | loss: 0.0312445 | val_loss: 0.0312465 | Time: 4773.91 ms [2021-05-12 10:13:29 main:574] : INFO : Epoch 1674 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 4734.09 ms [2021-05-12 10:13:34 main:574] : INFO : Epoch 1675 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 4784.43 ms [2021-05-12 10:13:39 main:574] : INFO : Epoch 1676 | loss: 0.0312421 | val_loss: 0.0312441 | Time: 4960.02 ms [2021-05-12 10:13:44 main:574] : INFO : Epoch 1677 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 4795.76 ms [2021-05-12 10:13:48 main:574] : INFO : Epoch 1678 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 4724.7 ms [2021-05-12 10:13:53 main:574] : INFO : Epoch 1679 | loss: 0.0312432 | val_loss: 0.0312423 | Time: 4854.98 ms [2021-05-12 10:13:58 main:574] : INFO : Epoch 1680 | loss: 0.0312447 | val_loss: 0.0312493 | Time: 4886.49 ms [2021-05-12 10:14:03 main:574] : INFO : Epoch 1681 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 4844.35 ms [2021-05-12 10:14:08 main:574] : INFO : Epoch 1682 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 4821.7 ms [2021-05-12 10:14:13 main:574] : INFO : Epoch 1683 | loss: 0.0312425 | val_loss: 0.031245 | Time: 4813.82 ms [2021-05-12 10:14:18 main:574] : INFO : Epoch 1684 | loss: 0.0312445 | val_loss: 0.031243 | Time: 4821.7 ms [2021-05-12 10:14:22 main:574] : INFO : Epoch 1685 | loss: 0.031243 | val_loss: 0.0312436 | Time: 4726.97 ms [2021-05-12 10:14:27 main:574] : INFO : Epoch 1686 | loss: 0.0312434 | val_loss: 0.0312442 | Time: 4870.02 ms [2021-05-12 10:14:32 main:574] : INFO : Epoch 1687 | loss: 0.0312438 | val_loss: 0.0312431 | Time: 4796.36 ms [2021-05-12 10:14:37 main:574] : INFO : Epoch 1688 | loss: 0.031243 | val_loss: 0.0312433 | Time: 4976.07 ms [2021-05-12 10:14:42 main:574] : INFO : Epoch 1689 | loss: 0.0312443 | val_loss: 0.031243 | Time: 4941.04 ms [2021-05-12 10:14:47 main:574] : INFO : Epoch 1690 | loss: 0.0312431 | val_loss: 0.031243 | Time: 4805.74 ms [2021-05-12 10:14:52 main:574] : INFO : Epoch 1691 | loss: 0.0312425 | val_loss: 0.031243 | Time: 4749.29 ms [2021-05-12 10:14:57 main:574] : INFO : Epoch 1692 | loss: 0.031243 | val_loss: 0.0312434 | Time: 4965.94 ms [2021-05-12 10:15:02 main:574] : INFO : Epoch 1693 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 4864.5 ms [2021-05-12 10:15:06 main:574] : INFO : Epoch 1694 | loss: 0.0312427 | val_loss: 0.0312435 | Time: 4803.27 ms [2021-05-12 10:15:11 main:574] : INFO : Epoch 1695 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 4986.31 ms [2021-05-12 10:15:16 main:574] : INFO : Epoch 1696 | loss: 0.031245 | val_loss: 0.0312453 | Time: 4821.07 ms [2021-05-12 10:15:21 main:574] : INFO : Epoch 1697 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 4888.75 ms [2021-05-12 10:15:26 main:574] : INFO : Epoch 1698 | loss: 0.0312424 | val_loss: 0.0312429 | Time: 4834.69 ms [2021-05-12 10:15:31 main:574] : INFO : Epoch 1699 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 4724.95 ms [2021-05-12 10:15:36 main:574] : INFO : Epoch 1700 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 4963.97 ms [2021-05-12 10:15:41 main:574] : INFO : Epoch 1701 | loss: 0.0312427 | val_loss: 0.0312449 | Time: 4700.04 ms [2021-05-12 10:15:46 main:574] : INFO : Epoch 1702 | loss: 0.0312429 | val_loss: 0.0312427 | Time: 4925.58 ms [2021-05-12 10:15:50 main:574] : INFO : Epoch 1703 | loss: 0.031242 | val_loss: 0.0312434 | Time: 4907.14 ms [2021-05-12 10:15:55 main:574] : INFO : Epoch 1704 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 4760.6 ms [2021-05-12 10:16:00 main:574] : INFO : Epoch 1705 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 4871.89 ms [2021-05-12 10:16:05 main:574] : INFO : Epoch 1706 | loss: 0.0312439 | val_loss: 0.0312463 | Time: 4764.47 ms [2021-05-12 10:16:10 main:574] : INFO : Epoch 1707 | loss: 0.0312434 | val_loss: 0.0312439 | Time: 4972.28 ms [2021-05-12 10:16:15 main:574] : INFO : Epoch 1708 | loss: 0.0312426 | val_loss: 0.0312441 | Time: 4787.59 ms [2021-05-12 10:16:20 main:574] : INFO : Epoch 1709 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 4773.85 ms [2021-05-12 10:16:24 main:574] : INFO : Epoch 1710 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 4734.38 ms [2021-05-12 10:16:29 main:574] : INFO : Epoch 1711 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 4801.79 ms [2021-05-12 10:16:34 main:574] : INFO : Epoch 1712 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 4935.66 ms [2021-05-12 10:16:39 main:574] : INFO : Epoch 1713 | loss: 0.0312425 | val_loss: 0.0312423 | Time: 4794.85 ms [2021-05-12 10:16:44 main:574] : INFO : Epoch 1714 | loss: 0.0312421 | val_loss: 0.0312447 | Time: 4776.45 ms [2021-05-12 10:16:48 main:574] : INFO : Epoch 1715 | loss: 0.031243 | val_loss: 0.0312427 | Time: 4638.57 ms [2021-05-12 10:16:53 main:574] : INFO : Epoch 1716 | loss: 0.0312429 | val_loss: 0.0312452 | Time: 4696.09 ms [2021-05-12 10:16:58 main:574] : INFO : Epoch 1717 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 4849.24 ms [2021-05-12 10:17:03 main:574] : INFO : Epoch 1718 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 4858.57 ms [2021-05-12 10:17:08 main:574] : INFO : Epoch 1719 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 4725.23 ms [2021-05-12 10:17:13 main:574] : INFO : Epoch 1720 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 4926.45 ms [2021-05-12 10:17:18 main:574] : INFO : Epoch 1721 | loss: 0.0312419 | val_loss: 0.0312477 | Time: 4985.73 ms [2021-05-12 10:17:23 main:574] : INFO : Epoch 1722 | loss: 0.0312433 | val_loss: 0.0312434 | Time: 4935.54 ms [2021-05-12 10:17:28 main:574] : INFO : Epoch 1723 | loss: 0.031243 | val_loss: 0.0312422 | Time: 5022.07 ms [2021-05-12 10:17:33 main:574] : INFO : Epoch 1724 | loss: 0.0312418 | val_loss: 0.0312423 | Time: 4981.87 ms [2021-05-12 10:17:38 main:574] : INFO : Epoch 1725 | loss: 0.0312422 | val_loss: 0.0312434 | Time: 4907.98 ms [2021-05-12 10:17:43 main:574] : INFO : Epoch 1726 | loss: 0.031242 | val_loss: 0.0312427 | Time: 4817.71 ms [2021-05-12 10:17:48 main:574] : INFO : Epoch 1727 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 4792.54 ms [2021-05-12 10:17:53 main:574] : INFO : Epoch 1728 | loss: 0.0312417 | val_loss: 0.0312424 | Time: 4884.24 ms [2021-05-12 10:17:57 main:574] : INFO : Epoch 1729 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 4801.27 ms [2021-05-12 10:18:02 main:574] : INFO : Epoch 1730 | loss: 0.0312425 | val_loss: 0.031242 | Time: 4827.47 ms [2021-05-12 10:18:07 main:574] : INFO : Epoch 1731 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 4939.96 ms [2021-05-12 10:18:12 main:574] : INFO : Epoch 1732 | loss: 0.031242 | val_loss: 0.0312422 | Time: 4728.3 ms [2021-05-12 10:18:17 main:574] : INFO : Epoch 1733 | loss: 0.0312421 | val_loss: 0.0312439 | Time: 4846.48 ms [2021-05-12 10:18:22 main:574] : INFO : Epoch 1734 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 4790.02 ms [2021-05-12 10:18:27 main:574] : INFO : Epoch 1735 | loss: 0.0312419 | val_loss: 0.0312427 | Time: 4913.13 ms [2021-05-12 10:18:32 main:574] : INFO : Epoch 1736 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 4884.87 ms [2021-05-12 10:18:37 main:574] : INFO : Epoch 1737 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 4857.29 ms [2021-05-12 10:18:41 main:574] : INFO : Epoch 1738 | loss: 0.0312421 | val_loss: 0.0312443 | Time: 4679.2 ms [2021-05-12 10:18:46 main:574] : INFO : Epoch 1739 | loss: 0.0312416 | val_loss: 0.0312428 | Time: 4723.83 ms [2021-05-12 10:18:51 main:574] : INFO : Epoch 1740 | loss: 0.0312413 | val_loss: 0.031243 | Time: 4723.15 ms [2021-05-12 10:18:56 main:574] : INFO : Epoch 1741 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 4688.93 ms [2021-05-12 10:19:00 main:574] : INFO : Epoch 1742 | loss: 0.0312418 | val_loss: 0.0312417 | Time: 4695.69 ms [2021-05-12 10:19:05 main:574] : INFO : Epoch 1743 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 4884.3 ms [2021-05-12 10:19:10 main:574] : INFO : Epoch 1744 | loss: 0.0312414 | val_loss: 0.0312446 | Time: 4892.63 ms [2021-05-12 10:19:15 main:574] : INFO : Epoch 1745 | loss: 0.031241 | val_loss: 0.0312425 | Time: 4906.52 ms [2021-05-12 10:19:20 main:574] : INFO : Epoch 1746 | loss: 0.0312415 | val_loss: 0.031243 | Time: 4784.66 ms [2021-05-12 10:19:25 main:574] : INFO : Epoch 1747 | loss: 0.0312415 | val_loss: 0.0312419 | Time: 4988.75 ms [2021-05-12 10:19:30 main:574] : INFO : Epoch 1748 | loss: 0.0312409 | val_loss: 0.0312428 | Time: 4899.04 ms [2021-05-12 10:19:35 main:574] : INFO : Epoch 1749 | loss: 0.0312414 | val_loss: 0.0312421 | Time: 4773.97 ms [2021-05-12 10:19:40 main:574] : INFO : Epoch 1750 | loss: 0.0312413 | val_loss: 0.0312422 | Time: 4829.71 ms [2021-05-12 10:19:45 main:574] : INFO : Epoch 1751 | loss: 0.0312414 | val_loss: 0.0312418 | Time: 4943.22 ms [2021-05-12 10:19:50 main:574] : INFO : Epoch 1752 | loss: 0.0312416 | val_loss: 0.0312426 | Time: 4743.52 ms [2021-05-12 10:19:54 main:574] : INFO : Epoch 1753 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 4798.9 ms [2021-05-12 10:19:59 main:574] : INFO : Epoch 1754 | loss: 0.0312413 | val_loss: 0.0312421 | Time: 4816.66 ms [2021-05-12 10:20:04 main:574] : INFO : Epoch 1755 | loss: 0.031242 | val_loss: 0.0312512 | Time: 4846.84 ms [2021-05-12 10:20:09 main:574] : INFO : Epoch 1756 | loss: 0.0313597 | val_loss: 0.0315519 | Time: 4947.66 ms [2021-05-12 10:20:14 main:574] : INFO : Epoch 1757 | loss: 0.0352069 | val_loss: 0.0324646 | Time: 4793.21 ms [2021-05-12 10:20:19 main:574] : INFO : Epoch 1758 | loss: 0.0323735 | val_loss: 0.0314533 | Time: 4730.79 ms [2021-05-12 10:20:24 main:574] : INFO : Epoch 1759 | loss: 0.0313784 | val_loss: 0.031264 | Time: 5002.74 ms [2021-05-12 10:20:29 main:574] : INFO : Epoch 1760 | loss: 0.0312659 | val_loss: 0.0312572 | Time: 4758.32 ms [2021-05-12 10:20:34 main:574] : INFO : Epoch 1761 | loss: 0.0312492 | val_loss: 0.0312466 | Time: 4880.09 ms [2021-05-12 10:20:39 main:574] : INFO : Epoch 1762 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 5080.89 ms [2021-05-12 10:20:44 main:574] : INFO : Epoch 1763 | loss: 0.0312429 | val_loss: 0.0312432 | Time: 4897.24 ms [2021-05-12 10:20:49 main:574] : INFO : Epoch 1764 | loss: 0.0312433 | val_loss: 0.0312431 | Time: 4944.9 ms [2021-05-12 10:20:54 main:574] : INFO : Epoch 1765 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 4899.66 ms [2021-05-12 10:20:58 main:574] : INFO : Epoch 1766 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 4705.04 ms [2021-05-12 10:21:03 main:574] : INFO : Epoch 1767 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 4836.34 ms [2021-05-12 10:21:08 main:574] : INFO : Epoch 1768 | loss: 0.0312415 | val_loss: 0.0312422 | Time: 4791.33 ms [2021-05-12 10:21:13 main:574] : INFO : Epoch 1769 | loss: 0.0312415 | val_loss: 0.0312435 | Time: 4893.66 ms [2021-05-12 10:21:18 main:574] : INFO : Epoch 1770 | loss: 0.0312418 | val_loss: 0.0312423 | Time: 4900.07 ms [2021-05-12 10:21:23 main:574] : INFO : Epoch 1771 | loss: 0.0312414 | val_loss: 0.0312419 | Time: 4870.78 ms [2021-05-12 10:21:28 main:574] : INFO : Epoch 1772 | loss: 0.0312413 | val_loss: 0.031243 | Time: 4745.14 ms [2021-05-12 10:21:32 main:574] : INFO : Epoch 1773 | loss: 0.0312421 | val_loss: 0.0312425 | Time: 4729.94 ms [2021-05-12 10:21:37 main:574] : INFO : Epoch 1774 | loss: 0.0312416 | val_loss: 0.0312422 | Time: 4735.92 ms [2021-05-12 10:21:42 main:574] : INFO : Epoch 1775 | loss: 0.0312427 | val_loss: 0.0312432 | Time: 4758.74 ms [2021-05-12 10:21:47 main:574] : INFO : Epoch 1776 | loss: 0.031242 | val_loss: 0.0312426 | Time: 4788.35 ms [2021-05-12 10:21:52 main:574] : INFO : Epoch 1777 | loss: 0.0312413 | val_loss: 0.0312421 | Time: 4948.59 ms [2021-05-12 10:21:57 main:574] : INFO : Epoch 1778 | loss: 0.0312412 | val_loss: 0.031242 | Time: 4861.65 ms [2021-05-12 10:22:02 main:574] : INFO : Epoch 1779 | loss: 0.0312412 | val_loss: 0.0312417 | Time: 4861.81 ms [2021-05-12 10:22:06 main:574] : INFO : Epoch 1780 | loss: 0.0312411 | val_loss: 0.0312417 | Time: 4874.92 ms [2021-05-12 10:22:11 main:574] : INFO : Epoch 1781 | loss: 0.031241 | val_loss: 0.0312416 | Time: 4635.39 ms [2021-05-12 10:22:16 main:574] : INFO : Epoch 1782 | loss: 0.031241 | val_loss: 0.0312421 | Time: 4729.69 ms [2021-05-12 10:22:21 main:574] : INFO : Epoch 1783 | loss: 0.0312418 | val_loss: 0.0312423 | Time: 4903.41 ms [2021-05-12 10:22:26 main:574] : INFO : Epoch 1784 | loss: 0.0312411 | val_loss: 0.0312414 | Time: 4942.4 ms [2021-05-12 10:22:31 main:574] : INFO : Epoch 1785 | loss: 0.0312411 | val_loss: 0.0312414 | Time: 4823.91 ms [2021-05-12 10:22:36 main:574] : INFO : Epoch 1786 | loss: 0.0312409 | val_loss: 0.0312414 | Time: 4855 ms [2021-05-12 10:22:40 main:574] : INFO : Epoch 1787 | loss: 0.0312409 | val_loss: 0.0312417 | Time: 4747.02 ms [2021-05-12 10:22:46 main:574] : INFO : Epoch 1788 | loss: 0.031241 | val_loss: 0.0312416 | Time: 5014.4 ms [2021-05-12 10:22:50 main:574] : INFO : Epoch 1789 | loss: 0.031241 | val_loss: 0.0312417 | Time: 4853.33 ms [2021-05-12 10:22:55 main:574] : INFO : Epoch 1790 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 4932.22 ms [2021-05-12 10:23:00 main:574] : INFO : Epoch 1791 | loss: 0.031241 | val_loss: 0.0312417 | Time: 4651.81 ms [2021-05-12 10:23:05 main:574] : INFO : Epoch 1792 | loss: 0.031241 | val_loss: 0.0312415 | Time: 4818.83 ms [2021-05-12 10:23:10 main:574] : INFO : Epoch 1793 | loss: 0.031241 | val_loss: 0.0312416 | Time: 4774.04 ms [2021-05-12 10:23:15 main:574] : INFO : Epoch 1794 | loss: 0.0312408 | val_loss: 0.0312413 | Time: 4897.22 ms [2021-05-12 10:23:20 main:574] : INFO : Epoch 1795 | loss: 0.0312408 | val_loss: 0.0312417 | Time: 4853.38 ms [2021-05-12 10:23:25 main:574] : INFO : Epoch 1796 | loss: 0.0312409 | val_loss: 0.031242 | Time: 5076.24 ms [2021-05-12 10:23:30 main:574] : INFO : Epoch 1797 | loss: 0.0312407 | val_loss: 0.0312422 | Time: 4733.96 ms [2021-05-12 10:23:34 main:574] : INFO : Epoch 1798 | loss: 0.031241 | val_loss: 0.0312433 | Time: 4802.55 ms [2021-05-12 10:23:39 main:574] : INFO : Epoch 1799 | loss: 0.0312417 | val_loss: 0.0312438 | Time: 4841.14 ms [2021-05-12 10:23:44 main:574] : INFO : Epoch 1800 | loss: 0.0312413 | val_loss: 0.031242 | Time: 4974.34 ms [2021-05-12 10:23:49 main:574] : INFO : Epoch 1801 | loss: 0.0312409 | val_loss: 0.0312417 | Time: 4903.16 ms [2021-05-12 10:23:54 main:574] : INFO : Epoch 1802 | loss: 0.031241 | val_loss: 0.0312412 | Time: 4895.74 ms [2021-05-12 10:23:59 main:574] : INFO : Epoch 1803 | loss: 0.0312406 | val_loss: 0.0312415 | Time: 4721.67 ms [2021-05-12 10:24:04 main:574] : INFO : Epoch 1804 | loss: 0.0312407 | val_loss: 0.0312414 | Time: 4804.57 ms [2021-05-12 10:24:09 main:574] : INFO : Epoch 1805 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 4734.08 ms [2021-05-12 10:24:13 main:574] : INFO : Epoch 1806 | loss: 0.0312409 | val_loss: 0.031243 | Time: 4728.88 ms [2021-05-12 10:24:18 main:574] : INFO : Epoch 1807 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 4660.1 ms [2021-05-12 10:24:23 main:574] : INFO : Epoch 1808 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 4835.39 ms [2021-05-12 10:24:28 main:574] : INFO : Epoch 1809 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 4841.71 ms [2021-05-12 10:24:33 main:574] : INFO : Epoch 1810 | loss: 0.0312407 | val_loss: 0.0312412 | Time: 4850.53 ms [2021-05-12 10:24:38 main:574] : INFO : Epoch 1811 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 4821.59 ms [2021-05-12 10:24:42 main:574] : INFO : Epoch 1812 | loss: 0.031241 | val_loss: 0.0312418 | Time: 4741.02 ms [2021-05-12 10:24:47 main:574] : INFO : Epoch 1813 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 4823.27 ms [2021-05-12 10:24:52 main:574] : INFO : Epoch 1814 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 4868.57 ms [2021-05-12 10:24:57 main:574] : INFO : Epoch 1815 | loss: 0.0312413 | val_loss: 0.0312417 | Time: 4825.33 ms [2021-05-12 10:25:02 main:574] : INFO : Epoch 1816 | loss: 0.0312408 | val_loss: 0.0312415 | Time: 4932.56 ms [2021-05-12 10:25:07 main:574] : INFO : Epoch 1817 | loss: 0.0312409 | val_loss: 0.031243 | Time: 4829.1 ms [2021-05-12 10:25:12 main:574] : INFO : Epoch 1818 | loss: 0.0312414 | val_loss: 0.0312413 | Time: 4750.18 ms [2021-05-12 10:25:17 main:574] : INFO : Epoch 1819 | loss: 0.031241 | val_loss: 0.0312416 | Time: 4875.06 ms [2021-05-12 10:25:21 main:574] : INFO : Epoch 1820 | loss: 0.031241 | val_loss: 0.0312414 | Time: 4862.83 ms [2021-05-12 10:25:26 main:574] : INFO : Epoch 1821 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 4780.49 ms [2021-05-12 10:25:31 main:574] : INFO : Epoch 1822 | loss: 0.0312407 | val_loss: 0.031242 | Time: 4854.68 ms [2021-05-12 10:25:36 main:574] : INFO : Epoch 1823 | loss: 0.0312407 | val_loss: 0.0312419 | Time: 4775.19 ms [2021-05-12 10:25:41 main:574] : INFO : Epoch 1824 | loss: 0.0312412 | val_loss: 0.0312414 | Time: 4763.93 ms [2021-05-12 10:25:46 main:574] : INFO : Epoch 1825 | loss: 0.0312413 | val_loss: 0.0312417 | Time: 4825.38 ms [2021-05-12 10:25:51 main:574] : INFO : Epoch 1826 | loss: 0.0312408 | val_loss: 0.0312415 | Time: 4863.5 ms [2021-05-12 10:25:56 main:574] : INFO : Epoch 1827 | loss: 0.0312409 | val_loss: 0.0312415 | Time: 4988.54 ms [2021-05-12 10:26:01 main:574] : INFO : Epoch 1828 | loss: 0.0312411 | val_loss: 0.0312417 | Time: 5387.15 ms [2021-05-12 10:26:06 main:574] : INFO : Epoch 1829 | loss: 0.0312413 | val_loss: 0.0312413 | Time: 5088.34 ms [2021-05-12 10:26:11 main:574] : INFO : Epoch 1830 | loss: 0.0312411 | val_loss: 0.0312416 | Time: 4770.42 ms [2021-05-12 10:26:16 main:574] : INFO : Epoch 1831 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 4816.43 ms [2021-05-12 10:26:21 main:574] : INFO : Epoch 1832 | loss: 0.031241 | val_loss: 0.0312416 | Time: 4867.62 ms [2021-05-12 10:26:26 main:574] : INFO : Epoch 1833 | loss: 0.0312408 | val_loss: 0.0312423 | Time: 4857.73 ms [2021-05-12 10:26:31 main:574] : INFO : Epoch 1834 | loss: 0.0312408 | val_loss: 0.0312419 | Time: 4854.96 ms [2021-05-12 10:26:35 main:574] : INFO : Epoch 1835 | loss: 0.0312407 | val_loss: 0.0312432 | Time: 4850.11 ms [2021-05-12 10:26:41 main:574] : INFO : Epoch 1836 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 4957.22 ms [2021-05-12 10:26:45 main:574] : INFO : Epoch 1837 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 4799.89 ms [2021-05-12 10:26:50 main:574] : INFO : Epoch 1838 | loss: 0.0312408 | val_loss: 0.0312413 | Time: 4848.62 ms [2021-05-12 10:26:55 main:574] : INFO : Epoch 1839 | loss: 0.0312413 | val_loss: 0.0312421 | Time: 4780.97 ms [2021-05-12 10:27:00 main:574] : INFO : Epoch 1840 | loss: 0.031241 | val_loss: 0.0312412 | Time: 4827.74 ms [2021-05-12 10:27:05 main:574] : INFO : Epoch 1841 | loss: 0.0312406 | val_loss: 0.0312415 | Time: 4919.08 ms [2021-05-12 10:27:10 main:574] : INFO : Epoch 1842 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 4827.36 ms [2021-05-12 10:27:15 main:574] : INFO : Epoch 1843 | loss: 0.0312409 | val_loss: 0.0312429 | Time: 4822.56 ms [2021-05-12 10:27:20 main:574] : INFO : Epoch 1844 | loss: 0.0312413 | val_loss: 0.0312417 | Time: 4938.82 ms [2021-05-12 10:27:24 main:574] : INFO : Epoch 1845 | loss: 0.0312409 | val_loss: 0.0312415 | Time: 4819.05 ms [2021-05-12 10:27:29 main:574] : INFO : Epoch 1846 | loss: 0.0312408 | val_loss: 0.0312417 | Time: 4779.88 ms [2021-05-12 10:27:34 main:574] : INFO : Epoch 1847 | loss: 0.0312406 | val_loss: 0.0312415 | Time: 4872.51 ms [2021-05-12 10:27:39 main:574] : INFO : Epoch 1848 | loss: 0.0312408 | val_loss: 0.0312426 | Time: 4861.23 ms [2021-05-12 10:27:44 main:574] : INFO : Epoch 1849 | loss: 0.0312413 | val_loss: 0.0312421 | Time: 5007.92 ms [2021-05-12 10:27:49 main:574] : INFO : Epoch 1850 | loss: 0.0312415 | val_loss: 0.031242 | Time: 4707.21 ms [2021-05-12 10:27:54 main:574] : INFO : Epoch 1851 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 4851.68 ms [2021-05-12 10:27:59 main:574] : INFO : Epoch 1852 | loss: 0.0312409 | val_loss: 0.0312414 | Time: 4779.79 ms [2021-05-12 10:28:03 main:574] : INFO : Epoch 1853 | loss: 0.0312407 | val_loss: 0.0312415 | Time: 4709.15 ms [2021-05-12 10:28:08 main:574] : INFO : Epoch 1854 | loss: 0.0312417 | val_loss: 0.031242 | Time: 4890.57 ms [2021-05-12 10:28:13 main:574] : INFO : Epoch 1855 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 4735.04 ms [2021-05-12 10:28:18 main:574] : INFO : Epoch 1856 | loss: 0.0312419 | val_loss: 0.0312426 | Time: 4952.45 ms [2021-05-12 10:28:23 main:574] : INFO : Epoch 1857 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 4918.25 ms [2021-05-12 10:28:28 main:574] : INFO : Epoch 1858 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 4929.25 ms [2021-05-12 10:28:33 main:574] : INFO : Epoch 1859 | loss: 0.0312417 | val_loss: 0.0312418 | Time: 4767.94 ms [2021-05-12 10:28:38 main:574] : INFO : Epoch 1860 | loss: 0.0312413 | val_loss: 0.0312418 | Time: 4743.48 ms [2021-05-12 10:28:42 main:574] : INFO : Epoch 1861 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 4743.08 ms [2021-05-12 10:28:47 main:574] : INFO : Epoch 1862 | loss: 0.0312413 | val_loss: 0.0312421 | Time: 4690.48 ms [2021-05-12 10:28:52 main:574] : INFO : Epoch 1863 | loss: 0.0312413 | val_loss: 0.0312418 | Time: 4682.04 ms [2021-05-12 10:28:57 main:574] : INFO : Epoch 1864 | loss: 0.0312416 | val_loss: 0.0312421 | Time: 4762.42 ms [2021-05-12 10:29:01 main:574] : INFO : Epoch 1865 | loss: 0.0312411 | val_loss: 0.0312439 | Time: 4853.81 ms [2021-05-12 10:29:06 main:574] : INFO : Epoch 1866 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 4900.13 ms [2021-05-12 10:29:11 main:574] : INFO : Epoch 1867 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 4962.81 ms [2021-05-12 10:29:16 main:574] : INFO : Epoch 1868 | loss: 0.0312409 | val_loss: 0.0312417 | Time: 4755.02 ms [2021-05-12 10:29:21 main:574] : INFO : Epoch 1869 | loss: 0.0312409 | val_loss: 0.0312414 | Time: 4952.92 ms [2021-05-12 10:29:26 main:574] : INFO : Epoch 1870 | loss: 0.0312412 | val_loss: 0.0312423 | Time: 4746.44 ms [2021-05-12 10:29:31 main:574] : INFO : Epoch 1871 | loss: 0.0312409 | val_loss: 0.0312415 | Time: 4873.49 ms [2021-05-12 10:29:36 main:574] : INFO : Epoch 1872 | loss: 0.0312415 | val_loss: 0.0312416 | Time: 4753.44 ms [2021-05-12 10:29:40 main:574] : INFO : Epoch 1873 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 4793.91 ms [2021-05-12 10:29:45 main:574] : INFO : Epoch 1874 | loss: 0.0312409 | val_loss: 0.0312422 | Time: 4868.37 ms [2021-05-12 10:29:50 main:574] : INFO : Epoch 1875 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 4929.81 ms [2021-05-12 10:29:55 main:574] : INFO : Epoch 1876 | loss: 0.031242 | val_loss: 0.0312425 | Time: 4784.4 ms [2021-05-12 10:30:00 main:574] : INFO : Epoch 1877 | loss: 0.0312409 | val_loss: 0.0312414 | Time: 4951.79 ms [2021-05-12 10:30:05 main:574] : INFO : Epoch 1878 | loss: 0.031241 | val_loss: 0.0312418 | Time: 4855.83 ms [2021-05-12 10:30:10 main:574] : INFO : Epoch 1879 | loss: 0.0312412 | val_loss: 0.0312415 | Time: 4749.08 ms [2021-05-12 10:30:15 main:574] : INFO : Epoch 1880 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 4943.91 ms [2021-05-12 10:30:20 main:574] : INFO : Epoch 1881 | loss: 0.0312406 | val_loss: 0.0312416 | Time: 4912.5 ms [2021-05-12 10:30:25 main:574] : INFO : Epoch 1882 | loss: 0.031241 | val_loss: 0.0312419 | Time: 4823.25 ms [2021-05-12 10:30:30 main:574] : INFO : Epoch 1883 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 4823.53 ms [2021-05-12 10:30:34 main:574] : INFO : Epoch 1884 | loss: 0.0312409 | val_loss: 0.0312433 | Time: 4781.83 ms [2021-05-12 10:30:39 main:574] : INFO : Epoch 1885 | loss: 0.0312417 | val_loss: 0.0312415 | Time: 4876.05 ms [2021-05-12 10:30:44 main:574] : INFO : Epoch 1886 | loss: 0.0312408 | val_loss: 0.0312415 | Time: 4885.54 ms [2021-05-12 10:30:49 main:574] : INFO : Epoch 1887 | loss: 0.0312412 | val_loss: 0.0312418 | Time: 4929.76 ms [2021-05-12 10:30:54 main:574] : INFO : Epoch 1888 | loss: 0.0312423 | val_loss: 0.0312414 | Time: 4728.27 ms [2021-05-12 10:30:59 main:574] : INFO : Epoch 1889 | loss: 0.0312426 | val_loss: 0.0312442 | Time: 4925.27 ms [2021-05-12 10:31:04 main:574] : INFO : Epoch 1890 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 4939.02 ms [2021-05-12 10:31:09 main:574] : INFO : Epoch 1891 | loss: 0.0312413 | val_loss: 0.0312414 | Time: 4927.42 ms [2021-05-12 10:31:14 main:574] : INFO : Epoch 1892 | loss: 0.0312412 | val_loss: 0.0312415 | Time: 4862.26 ms [2021-05-12 10:31:19 main:574] : INFO : Epoch 1893 | loss: 0.0312411 | val_loss: 0.0312422 | Time: 4931.93 ms [2021-05-12 10:31:24 main:574] : INFO : Epoch 1894 | loss: 0.031241 | val_loss: 0.0312423 | Time: 4950.75 ms [2021-05-12 10:31:28 main:574] : INFO : Epoch 1895 | loss: 0.0312413 | val_loss: 0.0312416 | Time: 4837.46 ms [2021-05-12 10:31:33 main:574] : INFO : Epoch 1896 | loss: 0.0312409 | val_loss: 0.0312421 | Time: 4902.58 ms [2021-05-12 10:31:38 main:574] : INFO : Epoch 1897 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 4752.01 ms [2021-05-12 10:31:43 main:574] : INFO : Epoch 1898 | loss: 0.0312409 | val_loss: 0.0312419 | Time: 4916.94 ms [2021-05-12 10:31:48 main:574] : INFO : Epoch 1899 | loss: 0.0312411 | val_loss: 0.0312415 | Time: 4830.99 ms [2021-05-12 10:31:53 main:574] : INFO : Epoch 1900 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 4852.84 ms [2021-05-12 10:31:58 main:574] : INFO : Epoch 1901 | loss: 0.0312405 | val_loss: 0.0312417 | Time: 4838.78 ms [2021-05-12 10:32:03 main:574] : INFO : Epoch 1902 | loss: 0.0312407 | val_loss: 0.0312417 | Time: 4769.6 ms [2021-05-12 10:32:07 main:574] : INFO : Epoch 1903 | loss: 0.031241 | val_loss: 0.0312424 | Time: 4810.89 ms [2021-05-12 10:32:12 main:574] : INFO : Epoch 1904 | loss: 0.0312418 | val_loss: 0.0312424 | Time: 4904.28 ms [2021-05-12 10:32:17 main:574] : INFO : Epoch 1905 | loss: 0.0312434 | val_loss: 0.031242 | Time: 4838.73 ms [2021-05-12 10:32:22 main:574] : INFO : Epoch 1906 | loss: 0.0312418 | val_loss: 0.0312431 | Time: 4950.81 ms [2021-05-12 10:32:27 main:574] : INFO : Epoch 1907 | loss: 0.0312422 | val_loss: 0.0312415 | Time: 4775.12 ms [2021-05-12 10:32:32 main:574] : INFO : Epoch 1908 | loss: 0.031241 | val_loss: 0.031242 | Time: 4870.06 ms [2021-05-12 10:32:37 main:574] : INFO : Epoch 1909 | loss: 0.0312412 | val_loss: 0.0312419 | Time: 4763.46 ms [2021-05-12 10:32:42 main:574] : INFO : Epoch 1910 | loss: 0.0312408 | val_loss: 0.0312414 | Time: 4889.44 ms [2021-05-12 10:32:47 main:574] : INFO : Epoch 1911 | loss: 0.0312406 | val_loss: 0.0312414 | Time: 4813.71 ms [2021-05-12 10:32:52 main:574] : INFO : Epoch 1912 | loss: 0.0312409 | val_loss: 0.0312414 | Time: 4802.94 ms [2021-05-12 10:32:56 main:574] : INFO : Epoch 1913 | loss: 0.0312409 | val_loss: 0.0312419 | Time: 4853.43 ms [2021-05-12 10:33:01 main:574] : INFO : Epoch 1914 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 4930.06 ms [2021-05-12 10:33:06 main:574] : INFO : Epoch 1915 | loss: 0.031241 | val_loss: 0.0312413 | Time: 4988.93 ms [2021-05-12 10:33:11 main:574] : INFO : Epoch 1916 | loss: 0.0312405 | val_loss: 0.0312413 | Time: 4898.88 ms [2021-05-12 10:33:16 main:574] : INFO : Epoch 1917 | loss: 0.0312409 | val_loss: 0.0312426 | Time: 4778.08 ms [2021-05-12 10:33:21 main:574] : INFO : Epoch 1918 | loss: 0.0312414 | val_loss: 0.0312415 | Time: 4853.05 ms [2021-05-12 10:33:26 main:574] : INFO : Epoch 1919 | loss: 0.0312413 | val_loss: 0.0312415 | Time: 4938.84 ms [2021-05-12 10:33:31 main:574] : INFO : Epoch 1920 | loss: 0.0312414 | val_loss: 0.0312418 | Time: 4917.64 ms [2021-05-12 10:33:36 main:574] : INFO : Epoch 1921 | loss: 0.0312407 | val_loss: 0.0312415 | Time: 4893.13 ms [2021-05-12 10:33:41 main:574] : INFO : Epoch 1922 | loss: 0.0312407 | val_loss: 0.0312447 | Time: 4958.24 ms [2021-05-12 10:33:46 main:574] : INFO : Epoch 1923 | loss: 0.0312417 | val_loss: 0.0312426 | Time: 5053.33 ms [2021-05-12 10:33:51 main:574] : INFO : Epoch 1924 | loss: 0.031241 | val_loss: 0.0312418 | Time: 4646.92 ms [2021-05-12 10:33:55 main:574] : INFO : Epoch 1925 | loss: 0.0312405 | val_loss: 0.0312422 | Time: 4685.98 ms [2021-05-12 10:34:00 main:574] : INFO : Epoch 1926 | loss: 0.0312411 | val_loss: 0.031243 | Time: 4989.3 ms [2021-05-12 10:34:05 main:574] : INFO : Epoch 1927 | loss: 0.031241 | val_loss: 0.0312417 | Time: 4781.79 ms [2021-05-12 10:34:10 main:574] : INFO : Epoch 1928 | loss: 0.0312406 | val_loss: 0.0312424 | Time: 4748.73 ms [2021-05-12 10:34:15 main:574] : INFO : Epoch 1929 | loss: 0.0312413 | val_loss: 0.0312416 | Time: 4741.6 ms [2021-05-12 10:34:20 main:574] : INFO : Epoch 1930 | loss: 0.0312425 | val_loss: 0.0312416 | Time: 4820.88 ms [2021-05-12 10:34:25 main:574] : INFO : Epoch 1931 | loss: 0.0312418 | val_loss: 0.031242 | Time: 4770 ms [2021-05-12 10:34:30 main:574] : INFO : Epoch 1932 | loss: 0.0312414 | val_loss: 0.0312421 | Time: 4824.26 ms [2021-05-12 10:34:34 main:574] : INFO : Epoch 1933 | loss: 0.0312418 | val_loss: 0.0312428 | Time: 4837.67 ms [2021-05-12 10:34:39 main:574] : INFO : Epoch 1934 | loss: 0.031241 | val_loss: 0.0312417 | Time: 4835.73 ms [2021-05-12 10:34:44 main:574] : INFO : Epoch 1935 | loss: 0.0312411 | val_loss: 0.0312436 | Time: 4902.94 ms [2021-05-12 10:34:49 main:574] : INFO : Epoch 1936 | loss: 0.0312419 | val_loss: 0.0312418 | Time: 4754.29 ms [2021-05-12 10:34:54 main:574] : INFO : Epoch 1937 | loss: 0.0312413 | val_loss: 0.0312414 | Time: 4827.67 ms [2021-05-12 10:34:59 main:574] : INFO : Epoch 1938 | loss: 0.0312409 | val_loss: 0.0312419 | Time: 4917.48 ms [2021-05-12 10:35:04 main:574] : INFO : Epoch 1939 | loss: 0.0312408 | val_loss: 0.0312415 | Time: 5011.14 ms [2021-05-12 10:35:09 main:574] : INFO : Epoch 1940 | loss: 0.0312412 | val_loss: 0.0312416 | Time: 4756.71 ms [2021-05-12 10:35:14 main:574] : INFO : Epoch 1941 | loss: 0.0312409 | val_loss: 0.0312436 | Time: 4868.09 ms [2021-05-12 10:35:19 main:574] : INFO : Epoch 1942 | loss: 0.0312411 | val_loss: 0.0312429 | Time: 4835.04 ms [2021-05-12 10:35:23 main:574] : INFO : Epoch 1943 | loss: 0.031241 | val_loss: 0.0312421 | Time: 4848.18 ms [2021-05-12 10:35:28 main:574] : INFO : Epoch 1944 | loss: 0.0312418 | val_loss: 0.0312416 | Time: 4662.58 ms [2021-05-12 10:35:33 main:574] : INFO : Epoch 1945 | loss: 0.0312411 | val_loss: 0.0312419 | Time: 4801.69 ms [2021-05-12 10:35:38 main:574] : INFO : Epoch 1946 | loss: 0.0312407 | val_loss: 0.0312423 | Time: 4782.87 ms [2021-05-12 10:35:43 main:574] : INFO : Epoch 1947 | loss: 0.031241 | val_loss: 0.0312421 | Time: 4867.28 ms [2021-05-12 10:35:48 main:574] : INFO : Epoch 1948 | loss: 0.0312416 | val_loss: 0.0312419 | Time: 4788.55 ms [2021-05-12 10:35:52 main:574] : INFO : Epoch 1949 | loss: 0.0312411 | val_loss: 0.0312458 | Time: 4940.33 ms [2021-05-12 10:35:57 main:574] : INFO : Epoch 1950 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 4940.85 ms [2021-05-12 10:36:02 main:574] : INFO : Epoch 1951 | loss: 0.0312413 | val_loss: 0.0312419 | Time: 4811.72 ms [2021-05-12 10:36:07 main:574] : INFO : Epoch 1952 | loss: 0.0312407 | val_loss: 0.0312419 | Time: 4591.27 ms [2021-05-12 10:36:12 main:574] : INFO : Epoch 1953 | loss: 0.0312428 | val_loss: 0.0312418 | Time: 4806.25 ms [2021-05-12 10:36:17 main:574] : INFO : Epoch 1954 | loss: 0.0312414 | val_loss: 0.0312419 | Time: 4798.21 ms [2021-05-12 10:36:21 main:574] : INFO : Epoch 1955 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 4818.97 ms [2021-05-12 10:36:26 main:574] : INFO : Epoch 1956 | loss: 0.0312406 | val_loss: 0.031242 | Time: 4797.59 ms [2021-05-12 10:36:31 main:574] : INFO : Epoch 1957 | loss: 0.031241 | val_loss: 0.0312431 | Time: 4843.16 ms [2021-05-12 10:36:36 main:574] : INFO : Epoch 1958 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 4761.43 ms [2021-05-12 10:36:41 main:574] : INFO : Epoch 1959 | loss: 0.0312428 | val_loss: 0.0312422 | Time: 4723.58 ms [2021-05-12 10:36:46 main:574] : INFO : Epoch 1960 | loss: 0.0312421 | val_loss: 0.0312417 | Time: 4714.97 ms [2021-05-12 10:36:50 main:574] : INFO : Epoch 1961 | loss: 0.0312414 | val_loss: 0.0312419 | Time: 4778.22 ms [2021-05-12 10:36:55 main:574] : INFO : Epoch 1962 | loss: 0.0312406 | val_loss: 0.0312434 | Time: 4899.66 ms [2021-05-12 10:37:00 main:574] : INFO : Epoch 1963 | loss: 0.0312408 | val_loss: 0.031242 | Time: 4818.27 ms [2021-05-12 10:37:05 main:574] : INFO : Epoch 1964 | loss: 0.0312413 | val_loss: 0.0312419 | Time: 4788.97 ms [2021-05-12 10:37:10 main:574] : INFO : Epoch 1965 | loss: 0.0312407 | val_loss: 0.031242 | Time: 4907.5 ms [2021-05-12 10:37:15 main:574] : INFO : Epoch 1966 | loss: 0.0312406 | val_loss: 0.0312424 | Time: 4888.92 ms [2021-05-12 10:37:20 main:574] : INFO : Epoch 1967 | loss: 0.0312413 | val_loss: 0.0312419 | Time: 4905.27 ms [2021-05-12 10:37:25 main:574] : INFO : Epoch 1968 | loss: 0.0312412 | val_loss: 0.0312419 | Time: 4824.37 ms [2021-05-12 10:37:30 main:574] : INFO : Epoch 1969 | loss: 0.0312422 | val_loss: 0.0312483 | Time: 4878.84 ms [2021-05-12 10:37:34 main:574] : INFO : Epoch 1970 | loss: 0.0312423 | val_loss: 0.0312422 | Time: 4774.38 ms [2021-05-12 10:37:39 main:574] : INFO : Epoch 1971 | loss: 0.0312412 | val_loss: 0.0312424 | Time: 4885.72 ms [2021-05-12 10:37:44 main:574] : INFO : Epoch 1972 | loss: 0.031241 | val_loss: 0.0312419 | Time: 4799.89 ms [2021-05-12 10:37:49 main:574] : INFO : Epoch 1973 | loss: 0.0312415 | val_loss: 0.0312422 | Time: 4827.24 ms [2021-05-12 10:37:54 main:574] : INFO : Epoch 1974 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 4948.35 ms [2021-05-12 10:37:59 main:574] : INFO : Epoch 1975 | loss: 0.0312409 | val_loss: 0.0312422 | Time: 4954.76 ms [2021-05-12 10:38:04 main:574] : INFO : Epoch 1976 | loss: 0.0312417 | val_loss: 0.0312415 | Time: 4753.62 ms [2021-05-12 10:38:09 main:574] : INFO : Epoch 1977 | loss: 0.0312409 | val_loss: 0.031241 | Time: 4795.05 ms [2021-05-12 10:38:13 main:574] : INFO : Epoch 1978 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 4756.44 ms [2021-05-12 10:38:18 main:574] : INFO : Epoch 1979 | loss: 0.0312417 | val_loss: 0.0312423 | Time: 4776.15 ms [2021-05-12 10:38:23 main:574] : INFO : Epoch 1980 | loss: 0.0312418 | val_loss: 0.0312415 | Time: 4929.83 ms [2021-05-12 10:38:28 main:574] : INFO : Epoch 1981 | loss: 0.0312414 | val_loss: 0.0312422 | Time: 4958.67 ms [2021-05-12 10:38:33 main:574] : INFO : Epoch 1982 | loss: 0.0312416 | val_loss: 0.0312427 | Time: 4838.26 ms [2021-05-12 10:38:38 main:574] : INFO : Epoch 1983 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 4855.77 ms [2021-05-12 10:38:43 main:574] : INFO : Epoch 1984 | loss: 0.0312444 | val_loss: 0.0312439 | Time: 4760.46 ms [2021-05-12 10:38:48 main:574] : INFO : Epoch 1985 | loss: 0.0312419 | val_loss: 0.0312412 | Time: 4885.88 ms [2021-05-12 10:38:53 main:574] : INFO : Epoch 1986 | loss: 0.031241 | val_loss: 0.0312425 | Time: 4800.12 ms [2021-05-12 10:38:58 main:574] : INFO : Epoch 1987 | loss: 0.0312407 | val_loss: 0.0312418 | Time: 4984.34 ms [2021-05-12 10:39:02 main:574] : INFO : Epoch 1988 | loss: 0.0312416 | val_loss: 0.0312423 | Time: 4751.11 ms [2021-05-12 10:39:07 main:574] : INFO : Epoch 1989 | loss: 0.031241 | val_loss: 0.0312426 | Time: 4871.93 ms [2021-05-12 10:39:12 main:574] : INFO : Epoch 1990 | loss: 0.0312408 | val_loss: 0.0312413 | Time: 4845.28 ms [2021-05-12 10:39:17 main:574] : INFO : Epoch 1991 | loss: 0.0312411 | val_loss: 0.0312413 | Time: 4639.33 ms [2021-05-12 10:39:22 main:574] : INFO : Epoch 1992 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 4801.4 ms [2021-05-12 10:39:27 main:574] : INFO : Epoch 1993 | loss: 0.031244 | val_loss: 0.0312418 | Time: 4882.13 ms [2021-05-12 10:39:31 main:574] : INFO : Epoch 1994 | loss: 0.0312427 | val_loss: 0.0312415 | Time: 4792.26 ms [2021-05-12 10:39:36 main:574] : INFO : Epoch 1995 | loss: 0.0312413 | val_loss: 0.031242 | Time: 4813.01 ms [2021-05-12 10:39:41 main:574] : INFO : Epoch 1996 | loss: 0.0312408 | val_loss: 0.0312417 | Time: 4861.02 ms [2021-05-12 10:39:46 main:574] : INFO : Epoch 1997 | loss: 0.0312412 | val_loss: 0.0312422 | Time: 4780.23 ms [2021-05-12 10:39:51 main:574] : INFO : Epoch 1998 | loss: 0.0312405 | val_loss: 0.0312416 | Time: 4859.95 ms [2021-05-12 10:39:56 main:574] : INFO : Epoch 1999 | loss: 0.031241 | val_loss: 0.0312415 | Time: 4824.61 ms [2021-05-12 10:40:01 main:574] : INFO : Epoch 2000 | loss: 0.0312408 | val_loss: 0.0312421 | Time: 4938.84 ms [2021-05-12 10:40:06 main:574] : INFO : Epoch 2001 | loss: 0.0312409 | val_loss: 0.0312444 | Time: 4942.84 ms [2021-05-12 10:40:11 main:574] : INFO : Epoch 2002 | loss: 0.0312416 | val_loss: 0.0312424 | Time: 4833.21 ms [2021-05-12 10:40:15 main:574] : INFO : Epoch 2003 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 4810.05 ms [2021-05-12 10:40:20 main:574] : INFO : Epoch 2004 | loss: 0.0312422 | val_loss: 0.031242 | Time: 4980 ms [2021-05-12 10:40:25 main:574] : INFO : Epoch 2005 | loss: 0.0312415 | val_loss: 0.0312414 | Time: 4842.24 ms [2021-05-12 10:40:30 main:574] : INFO : Epoch 2006 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 4806.77 ms [2021-05-12 10:40:35 main:574] : INFO : Epoch 2007 | loss: 0.0312407 | val_loss: 0.0312441 | Time: 4770.85 ms [2021-05-12 10:40:40 main:574] : INFO : Epoch 2008 | loss: 0.0312412 | val_loss: 0.0312424 | Time: 4935.15 ms [2021-05-12 10:40:45 main:574] : INFO : Epoch 2009 | loss: 0.0312414 | val_loss: 0.0312435 | Time: 4905.77 ms [2021-05-12 10:40:50 main:574] : INFO : Epoch 2010 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 4808.9 ms [2021-05-12 10:40:55 main:574] : INFO : Epoch 2011 | loss: 0.0312414 | val_loss: 0.0312418 | Time: 5159.59 ms [2021-05-12 10:41:00 main:574] : INFO : Epoch 2012 | loss: 0.0312414 | val_loss: 0.0312418 | Time: 5283.22 ms [2021-05-12 10:41:05 main:574] : INFO : Epoch 2013 | loss: 0.0312404 | val_loss: 0.0312422 | Time: 5167.74 ms [2021-05-12 10:41:10 main:574] : INFO : Epoch 2014 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 4734.7 ms [2021-05-12 10:41:15 main:574] : INFO : Epoch 2015 | loss: 0.0312414 | val_loss: 0.0312452 | Time: 4773.2 ms [2021-05-12 10:41:20 main:574] : INFO : Epoch 2016 | loss: 0.0312414 | val_loss: 0.0312416 | Time: 4743.62 ms [2021-05-12 10:41:25 main:574] : INFO : Epoch 2017 | loss: 0.0312413 | val_loss: 0.0312425 | Time: 4713.65 ms [2021-05-12 10:41:29 main:574] : INFO : Epoch 2018 | loss: 0.031241 | val_loss: 0.0312418 | Time: 4765.08 ms [2021-05-12 10:41:34 main:574] : INFO : Epoch 2019 | loss: 0.0312414 | val_loss: 0.0312425 | Time: 4813.39 ms [2021-05-12 10:41:39 main:574] : INFO : Epoch 2020 | loss: 0.0312407 | val_loss: 0.0312425 | Time: 4809.45 ms [2021-05-12 10:41:44 main:574] : INFO : Epoch 2021 | loss: 0.031242 | val_loss: 0.0312458 | Time: 4986.73 ms [2021-05-12 10:41:49 main:574] : INFO : Epoch 2022 | loss: 0.0312422 | val_loss: 0.0312431 | Time: 4848.14 ms [2021-05-12 10:41:54 main:574] : INFO : Epoch 2023 | loss: 0.031242 | val_loss: 0.0312427 | Time: 4785.33 ms [2021-05-12 10:41:59 main:574] : INFO : Epoch 2024 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 4806.39 ms [2021-05-12 10:42:04 main:574] : INFO : Epoch 2025 | loss: 0.0312412 | val_loss: 0.031242 | Time: 4923.73 ms [2021-05-12 10:42:09 main:574] : INFO : Epoch 2026 | loss: 0.031241 | val_loss: 0.0312426 | Time: 5062.87 ms [2021-05-12 10:42:14 main:574] : INFO : Epoch 2027 | loss: 0.0312406 | val_loss: 0.0312416 | Time: 4890.2 ms [2021-05-12 10:42:18 main:574] : INFO : Epoch 2028 | loss: 0.0312412 | val_loss: 0.0312418 | Time: 4875.43 ms [2021-05-12 10:42:23 main:574] : INFO : Epoch 2029 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 4915.91 ms [2021-05-12 10:42:28 main:574] : INFO : Epoch 2030 | loss: 0.0312421 | val_loss: 0.0312433 | Time: 4895.06 ms [2021-05-12 10:42:33 main:574] : INFO : Epoch 2031 | loss: 0.031241 | val_loss: 0.031243 | Time: 5025.79 ms [2021-05-12 10:42:39 main:574] : INFO : Epoch 2032 | loss: 0.0312407 | val_loss: 0.0312427 | Time: 5033.5 ms [2021-05-12 10:42:44 main:574] : INFO : Epoch 2033 | loss: 0.0312408 | val_loss: 0.0312423 | Time: 5068.16 ms [2021-05-12 10:42:49 main:574] : INFO : Epoch 2034 | loss: 0.0312418 | val_loss: 0.031242 | Time: 4874.54 ms [2021-05-12 10:42:54 main:574] : INFO : Epoch 2035 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 4955.6 ms [2021-05-12 10:42:59 main:574] : INFO : Epoch 2036 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 4892.16 ms [2021-05-12 10:43:04 main:574] : INFO : Epoch 2037 | loss: 0.0312418 | val_loss: 0.0312433 | Time: 4928.85 ms [2021-05-12 10:43:08 main:574] : INFO : Epoch 2038 | loss: 0.0312409 | val_loss: 0.0312423 | Time: 4801.69 ms [2021-05-12 10:43:13 main:574] : INFO : Epoch 2039 | loss: 0.0312418 | val_loss: 0.0312433 | Time: 4871.37 ms [2021-05-12 10:43:18 main:574] : INFO : Epoch 2040 | loss: 0.0312407 | val_loss: 0.0312431 | Time: 4879.7 ms [2021-05-12 10:43:23 main:574] : INFO : Epoch 2041 | loss: 0.0312417 | val_loss: 0.0312425 | Time: 4820.31 ms [2021-05-12 10:43:28 main:574] : INFO : Epoch 2042 | loss: 0.0312408 | val_loss: 0.0312424 | Time: 4962.61 ms [2021-05-12 10:43:33 main:574] : INFO : Epoch 2043 | loss: 0.0312411 | val_loss: 0.031244 | Time: 4801.87 ms [2021-05-12 10:43:38 main:574] : INFO : Epoch 2044 | loss: 0.0312412 | val_loss: 0.0312436 | Time: 4901.31 ms [2021-05-12 10:43:43 main:574] : INFO : Epoch 2045 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 4785.48 ms [2021-05-12 10:43:46 main:574] : INFO : Epoch 2046 | loss: 0.0312416 | val_loss: 0.031242 | Time: 3547.18 ms [2021-05-12 10:43:50 main:574] : INFO : Epoch 2047 | loss: 0.0312408 | val_loss: 0.0312421 | Time: 3670.79 ms [2021-05-12 10:43:55 main:574] : INFO : Epoch 2048 | loss: 0.0312414 | val_loss: 0.0312434 | Time: 3611.87 ms [2021-05-12 10:43:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312434 [2021-05-12 10:43:56 main:603] : INFO : Saving end state to config to file [2021-05-12 10:43:56 main:608] : INFO : Success, exiting.. 10:43:57 (7428): 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)