Task 5135209
| Name | ParityModified-1619579802-6661-1_0 |
| Workunit | 3084819 |
| Created | 3 May 2021, 4:39:15 UTC |
| Sent | 12 May 2021, 3:23:24 UTC |
| Report deadline | 19 May 2021, 3:23:24 UTC |
| Received | 12 May 2021, 7:14:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 48 min 26 sec |
| CPU time | 2 hours 40 min |
| 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 | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 4770.84 ms
[2021-05-12 01:32:04 main:574] : INFO : Epoch 1543 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 4883.07 ms
[2021-05-12 01:32:09 main:574] : INFO : Epoch 1544 | loss: 0.031249 | val_loss: 0.0312479 | Time: 4919.18 ms
[2021-05-12 01:32:14 main:574] : INFO : Epoch 1545 | loss: 0.0312499 | val_loss: 0.0312477 | Time: 4825.95 ms
[2021-05-12 01:32:19 main:574] : INFO : Epoch 1546 | loss: 0.0312497 | val_loss: 0.0312484 | Time: 4832.99 ms
[2021-05-12 01:32:24 main:574] : INFO : Epoch 1547 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 4740.69 ms
[2021-05-12 01:32:29 main:574] : INFO : Epoch 1548 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 4983.35 ms
[2021-05-12 01:32:33 main:574] : INFO : Epoch 1549 | loss: 0.0312506 | val_loss: 0.0312479 | Time: 4719.94 ms
[2021-05-12 01:32:38 main:574] : INFO : Epoch 1550 | loss: 0.031249 | val_loss: 0.0312476 | Time: 4747.34 ms
[2021-05-12 01:32:43 main:574] : INFO : Epoch 1551 | loss: 0.0312495 | val_loss: 0.0312484 | Time: 4726.69 ms
[2021-05-12 01:32:48 main:574] : INFO : Epoch 1552 | loss: 0.0312503 | val_loss: 0.0312485 | Time: 4781.06 ms
[2021-05-12 01:32:53 main:574] : INFO : Epoch 1553 | loss: 0.0312495 | val_loss: 0.0312476 | Time: 4819.73 ms
[2021-05-12 01:32:58 main:574] : INFO : Epoch 1554 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 4972.47 ms
[2021-05-12 01:33:03 main:574] : INFO : Epoch 1555 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 4798.91 ms
[2021-05-12 01:33:07 main:574] : INFO : Epoch 1556 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 4798.61 ms
[2021-05-12 01:33:12 main:574] : INFO : Epoch 1557 | loss: 0.0312498 | val_loss: 0.0312485 | Time: 4877.09 ms
[2021-05-12 01:33:17 main:574] : INFO : Epoch 1558 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 4884.29 ms
[2021-05-12 01:33:22 main:574] : INFO : Epoch 1559 | loss: 0.0312495 | val_loss: 0.0312477 | Time: 4856.82 ms
[2021-05-12 01:33:27 main:574] : INFO : Epoch 1560 | loss: 0.031249 | val_loss: 0.0312481 | Time: 4965.08 ms
[2021-05-12 01:33:32 main:574] : INFO : Epoch 1561 | loss: 0.031249 | val_loss: 0.0312474 | Time: 4745.42 ms
[2021-05-12 01:33:37 main:574] : INFO : Epoch 1562 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 4837.69 ms
[2021-05-12 01:33:42 main:574] : INFO : Epoch 1563 | loss: 0.0312495 | val_loss: 0.0312478 | Time: 4884.04 ms
[2021-05-12 01:33:47 main:574] : INFO : Epoch 1564 | loss: 0.0312501 | val_loss: 0.0312482 | Time: 4788.4 ms
[2021-05-12 01:33:51 main:574] : INFO : Epoch 1565 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 4725.17 ms
[2021-05-12 01:33:56 main:574] : INFO : Epoch 1566 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 4811.96 ms
[2021-05-12 01:34:01 main:574] : INFO : Epoch 1567 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 4752.85 ms
[2021-05-12 01:34:06 main:574] : INFO : Epoch 1568 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 4888.7 ms
[2021-05-12 01:34:11 main:574] : INFO : Epoch 1569 | loss: 0.031249 | val_loss: 0.031248 | Time: 4858.71 ms
[2021-05-12 01:34:16 main:574] : INFO : Epoch 1570 | loss: 0.0312492 | val_loss: 0.0312477 | Time: 4894.63 ms
[2021-05-12 01:34:21 main:574] : INFO : Epoch 1571 | loss: 0.0312487 | val_loss: 0.031248 | Time: 4755.14 ms
[2021-05-12 01:34:26 main:574] : INFO : Epoch 1572 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 4751.08 ms
[2021-05-12 01:34:30 main:574] : INFO : Epoch 1573 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 4835.03 ms
[2021-05-12 01:34:35 main:574] : INFO : Epoch 1574 | loss: 0.0312487 | val_loss: 0.031248 | Time: 4802.2 ms
[2021-05-12 01:34:40 main:574] : INFO : Epoch 1575 | loss: 0.031249 | val_loss: 0.0312497 | Time: 4892.06 ms
[2021-05-12 01:34:45 main:574] : INFO : Epoch 1576 | loss: 0.03125 | val_loss: 0.0312539 | Time: 4847.14 ms
[2021-05-12 01:34:50 main:574] : INFO : Epoch 1577 | loss: 0.0312494 | val_loss: 0.0312477 | Time: 4823.91 ms
[2021-05-12 01:34:55 main:574] : INFO : Epoch 1578 | loss: 0.0312501 | val_loss: 0.0312485 | Time: 4889.99 ms
[2021-05-12 01:35:00 main:574] : INFO : Epoch 1579 | loss: 0.0312491 | val_loss: 0.0312476 | Time: 4825.35 ms
[2021-05-12 01:35:05 main:574] : INFO : Epoch 1580 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 4799.82 ms
[2021-05-12 01:35:10 main:574] : INFO : Epoch 1581 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 4959.32 ms
[2021-05-12 01:35:15 main:574] : INFO : Epoch 1582 | loss: 0.0312484 | val_loss: 0.031248 | Time: 4771.49 ms
[2021-05-12 01:35:20 main:574] : INFO : Epoch 1583 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 4939.93 ms
[2021-05-12 01:35:25 main:574] : INFO : Epoch 1584 | loss: 0.031249 | val_loss: 0.0312501 | Time: 4853.37 ms
[2021-05-12 01:35:29 main:574] : INFO : Epoch 1585 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 4804.26 ms
[2021-05-12 01:35:34 main:574] : INFO : Epoch 1586 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 4950.32 ms
[2021-05-12 01:35:39 main:574] : INFO : Epoch 1587 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 4788.88 ms
[2021-05-12 01:35:44 main:574] : INFO : Epoch 1588 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 4847.07 ms
[2021-05-12 01:35:49 main:574] : INFO : Epoch 1589 | loss: 0.0312492 | val_loss: 0.0312477 | Time: 4782.19 ms
[2021-05-12 01:35:54 main:574] : INFO : Epoch 1590 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 4758.25 ms
[2021-05-12 01:35:59 main:574] : INFO : Epoch 1591 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 4745.73 ms
[2021-05-12 01:36:04 main:574] : INFO : Epoch 1592 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 4860.62 ms
[2021-05-12 01:36:09 main:574] : INFO : Epoch 1593 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 4927.5 ms
[2021-05-12 01:36:14 main:574] : INFO : Epoch 1594 | loss: 0.0312501 | val_loss: 0.0312476 | Time: 4806.65 ms
[2021-05-12 01:36:19 main:574] : INFO : Epoch 1595 | loss: 0.0312516 | val_loss: 0.0312553 | Time: 4880.84 ms
[2021-05-12 01:36:24 main:574] : INFO : Epoch 1596 | loss: 0.0312526 | val_loss: 0.0312483 | Time: 4808.58 ms
[2021-05-12 01:36:28 main:574] : INFO : Epoch 1597 | loss: 0.0312492 | val_loss: 0.031248 | Time: 4701.02 ms
[2021-05-12 01:36:33 main:574] : INFO : Epoch 1598 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 4786.36 ms
[2021-05-12 01:36:38 main:574] : INFO : Epoch 1599 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 4813.94 ms
[2021-05-12 01:36:43 main:574] : INFO : Epoch 1600 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 4792.77 ms
[2021-05-12 01:36:48 main:574] : INFO : Epoch 1601 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 4781.14 ms
[2021-05-12 01:36:53 main:574] : INFO : Epoch 1602 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 4783.11 ms
[2021-05-12 01:36:58 main:574] : INFO : Epoch 1603 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 4783.3 ms
[2021-05-12 01:37:02 main:574] : INFO : Epoch 1604 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 4773.91 ms
[2021-05-12 01:37:07 main:574] : INFO : Epoch 1605 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 5063.1 ms
[2021-05-12 01:37:12 main:574] : INFO : Epoch 1606 | loss: 0.0312494 | val_loss: 0.0312475 | Time: 4761.42 ms
[2021-05-12 01:37:17 main:574] : INFO : Epoch 1607 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 5029.71 ms
[2021-05-12 01:37:22 main:574] : INFO : Epoch 1608 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 4872.77 ms
[2021-05-12 01:37:27 main:574] : INFO : Epoch 1609 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 4836.2 ms
[2021-05-12 01:37:32 main:574] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.0312533 | Time: 4940.21 ms
[2021-05-12 01:37:37 main:574] : INFO : Epoch 1611 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 5035.07 ms
[2021-05-12 01:37:42 main:574] : INFO : Epoch 1612 | loss: 0.0312515 | val_loss: 0.0312594 | Time: 4957.17 ms
[2021-05-12 01:37:47 main:574] : INFO : Epoch 1613 | loss: 0.0312524 | val_loss: 0.0312484 | Time: 4811 ms
[2021-05-12 01:37:52 main:574] : INFO : Epoch 1614 | loss: 0.0312495 | val_loss: 0.0312475 | Time: 4885.19 ms
[2021-05-12 01:37:57 main:574] : INFO : Epoch 1615 | loss: 0.0312491 | val_loss: 0.0312479 | Time: 4879.03 ms
[2021-05-12 01:38:02 main:574] : INFO : Epoch 1616 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 4899.22 ms
[2021-05-12 01:38:07 main:574] : INFO : Epoch 1617 | loss: 0.031249 | val_loss: 0.031248 | Time: 4899.72 ms
[2021-05-12 01:38:12 main:574] : INFO : Epoch 1618 | loss: 0.0312491 | val_loss: 0.0312475 | Time: 4822.83 ms
[2021-05-12 01:38:17 main:574] : INFO : Epoch 1619 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 4893.35 ms
[2021-05-12 01:38:22 main:574] : INFO : Epoch 1620 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 4876.95 ms
[2021-05-12 01:38:27 main:574] : INFO : Epoch 1621 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 4808.69 ms
[2021-05-12 01:38:31 main:574] : INFO : Epoch 1622 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 4759.67 ms
[2021-05-12 01:38:36 main:574] : INFO : Epoch 1623 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 4907.52 ms
[2021-05-12 01:38:41 main:574] : INFO : Epoch 1624 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 4795.36 ms
[2021-05-12 01:38:46 main:574] : INFO : Epoch 1625 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 4762.44 ms
[2021-05-12 01:38:51 main:574] : INFO : Epoch 1626 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 4716.7 ms
[2021-05-12 01:38:56 main:574] : INFO : Epoch 1627 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 4800.9 ms
[2021-05-12 01:39:01 main:574] : INFO : Epoch 1628 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 4849.35 ms
[2021-05-12 01:39:05 main:574] : INFO : Epoch 1629 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 4886.46 ms
[2021-05-12 01:39:10 main:574] : INFO : Epoch 1630 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 4757.47 ms
[2021-05-12 01:39:15 main:574] : INFO : Epoch 1631 | loss: 0.0312487 | val_loss: 0.0312473 | Time: 4753.43 ms
[2021-05-12 01:39:20 main:574] : INFO : Epoch 1632 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 4918.05 ms
[2021-05-12 01:39:25 main:574] : INFO : Epoch 1633 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 4903.12 ms
[2021-05-12 01:39:30 main:574] : INFO : Epoch 1634 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 4874.16 ms
[2021-05-12 01:39:35 main:574] : INFO : Epoch 1635 | loss: 0.0312489 | val_loss: 0.031248 | Time: 4830.67 ms
[2021-05-12 01:39:40 main:574] : INFO : Epoch 1636 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 5016.01 ms
[2021-05-12 01:39:45 main:574] : INFO : Epoch 1637 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 4979.32 ms
[2021-05-12 01:39:50 main:574] : INFO : Epoch 1638 | loss: 0.0312487 | val_loss: 0.0312517 | Time: 4951.36 ms
[2021-05-12 01:39:55 main:574] : INFO : Epoch 1639 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 4768.9 ms
[2021-05-12 01:40:00 main:574] : INFO : Epoch 1640 | loss: 0.031249 | val_loss: 0.0312475 | Time: 4951.55 ms
[2021-05-12 01:40:05 main:574] : INFO : Epoch 1641 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 4777.44 ms
[2021-05-12 01:40:10 main:574] : INFO : Epoch 1642 | loss: 0.0312506 | val_loss: 0.0312491 | Time: 5005.8 ms
[2021-05-12 01:40:15 main:574] : INFO : Epoch 1643 | loss: 0.0312505 | val_loss: 0.0312485 | Time: 4899.74 ms
[2021-05-12 01:40:20 main:574] : INFO : Epoch 1644 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 5181.09 ms
[2021-05-12 01:40:25 main:574] : INFO : Epoch 1645 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 4995.58 ms
[2021-05-12 01:40:30 main:574] : INFO : Epoch 1646 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 4814.11 ms
[2021-05-12 01:40:35 main:574] : INFO : Epoch 1647 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 4914.83 ms
[2021-05-12 01:40:40 main:574] : INFO : Epoch 1648 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 4839.66 ms
[2021-05-12 01:40:45 main:574] : INFO : Epoch 1649 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 4866.43 ms
[2021-05-12 01:40:50 main:574] : INFO : Epoch 1650 | loss: 0.0312491 | val_loss: 0.0312478 | Time: 4850.51 ms
[2021-05-12 01:40:55 main:574] : INFO : Epoch 1651 | loss: 0.0312486 | val_loss: 0.031248 | Time: 5052.39 ms
[2021-05-12 01:41:00 main:574] : INFO : Epoch 1652 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 5336.82 ms
[2021-05-12 01:41:05 main:574] : INFO : Epoch 1653 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 4957.07 ms
[2021-05-12 01:41:10 main:574] : INFO : Epoch 1654 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4894.2 ms
[2021-05-12 01:41:15 main:574] : INFO : Epoch 1655 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 4872.15 ms
[2021-05-12 01:41:20 main:574] : INFO : Epoch 1656 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 4910.86 ms
[2021-05-12 01:41:25 main:574] : INFO : Epoch 1657 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 4918.94 ms
[2021-05-12 01:41:30 main:574] : INFO : Epoch 1658 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 4871.28 ms
[2021-05-12 01:41:35 main:574] : INFO : Epoch 1659 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 4740.56 ms
[2021-05-12 01:41:40 main:574] : INFO : Epoch 1660 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 4841.31 ms
[2021-05-12 01:41:44 main:574] : INFO : Epoch 1661 | loss: 0.0312495 | val_loss: 0.0312479 | Time: 4841.86 ms
[2021-05-12 01:41:49 main:574] : INFO : Epoch 1662 | loss: 0.031249 | val_loss: 0.0312479 | Time: 4979.84 ms
[2021-05-12 01:41:54 main:574] : INFO : Epoch 1663 | loss: 0.031249 | val_loss: 0.031248 | Time: 4739.13 ms
[2021-05-12 01:41:59 main:574] : INFO : Epoch 1664 | loss: 0.0312491 | val_loss: 0.0312477 | Time: 4857.6 ms
[2021-05-12 01:42:05 main:574] : INFO : Epoch 1665 | loss: 0.0312487 | val_loss: 0.031249 | Time: 5032.23 ms
[2021-05-12 01:42:10 main:574] : INFO : Epoch 1666 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 5021.57 ms
[2021-05-12 01:42:15 main:574] : INFO : Epoch 1667 | loss: 0.031249 | val_loss: 0.0312473 | Time: 4931.53 ms
[2021-05-12 01:42:20 main:574] : INFO : Epoch 1668 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 4772.5 ms
[2021-05-12 01:42:25 main:574] : INFO : Epoch 1669 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 5044.18 ms
[2021-05-12 01:42:30 main:574] : INFO : Epoch 1670 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 4960.14 ms
[2021-05-12 01:42:35 main:574] : INFO : Epoch 1671 | loss: 0.0312494 | val_loss: 0.0312479 | Time: 4896.44 ms
[2021-05-12 01:42:40 main:574] : INFO : Epoch 1672 | loss: 0.031249 | val_loss: 0.0312496 | Time: 4901.55 ms
[2021-05-12 01:42:45 main:574] : INFO : Epoch 1673 | loss: 0.0312495 | val_loss: 0.0312474 | Time: 4907.83 ms
[2021-05-12 01:42:50 main:574] : INFO : Epoch 1674 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 4902.87 ms
[2021-05-12 01:42:55 main:574] : INFO : Epoch 1675 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 4981.88 ms
[2021-05-12 01:42:59 main:574] : INFO : Epoch 1676 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 4778.94 ms
[2021-05-12 01:43:04 main:574] : INFO : Epoch 1677 | loss: 0.0312488 | val_loss: 0.0312478 | Time: 4899.18 ms
[2021-05-12 01:43:09 main:574] : INFO : Epoch 1678 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 5024.21 ms
[2021-05-12 01:43:14 main:574] : INFO : Epoch 1679 | loss: 0.0312497 | val_loss: 0.0312481 | Time: 4866.03 ms
[2021-05-12 01:43:19 main:574] : INFO : Epoch 1680 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 5045.54 ms
[2021-05-12 01:43:25 main:574] : INFO : Epoch 1681 | loss: 0.0312486 | val_loss: 0.031248 | Time: 5022.82 ms
[2021-05-12 01:43:30 main:574] : INFO : Epoch 1682 | loss: 0.0312486 | val_loss: 0.0312524 | Time: 4976.21 ms
[2021-05-12 01:43:34 main:574] : INFO : Epoch 1683 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 4836.11 ms
[2021-05-12 01:43:39 main:574] : INFO : Epoch 1684 | loss: 0.0312542 | val_loss: 0.0312507 | Time: 4918.35 ms
[2021-05-12 01:43:45 main:574] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312478 | Time: 5063.48 ms
[2021-05-12 01:43:50 main:574] : INFO : Epoch 1686 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 5029.51 ms
[2021-05-12 01:43:55 main:574] : INFO : Epoch 1687 | loss: 0.0312498 | val_loss: 0.0312478 | Time: 4960.3 ms
[2021-05-12 01:44:00 main:574] : INFO : Epoch 1688 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 4816.59 ms
[2021-05-12 01:44:05 main:574] : INFO : Epoch 1689 | loss: 0.0312489 | val_loss: 0.0312482 | Time: 5038.03 ms
[2021-05-12 01:44:10 main:574] : INFO : Epoch 1690 | loss: 0.031249 | val_loss: 0.0312472 | Time: 4902.93 ms
[2021-05-12 01:44:15 main:574] : INFO : Epoch 1691 | loss: 0.031249 | val_loss: 0.0312511 | Time: 5030.51 ms
[2021-05-12 01:44:20 main:574] : INFO : Epoch 1692 | loss: 0.0312491 | val_loss: 0.0312475 | Time: 4987.47 ms
[2021-05-12 01:44:25 main:574] : INFO : Epoch 1693 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 4812.54 ms
[2021-05-12 01:44:29 main:574] : INFO : Epoch 1694 | loss: 0.0312496 | val_loss: 0.031248 | Time: 4810.93 ms
[2021-05-12 01:44:35 main:574] : INFO : Epoch 1695 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 4979.26 ms
[2021-05-12 01:44:40 main:574] : INFO : Epoch 1696 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 5027.76 ms
[2021-05-12 01:44:44 main:574] : INFO : Epoch 1697 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 4781.32 ms
[2021-05-12 01:44:49 main:574] : INFO : Epoch 1698 | loss: 0.0312485 | val_loss: 0.031248 | Time: 4905.58 ms
[2021-05-12 01:44:54 main:574] : INFO : Epoch 1699 | loss: 0.0312496 | val_loss: 0.0312481 | Time: 4884.17 ms
[2021-05-12 01:44:59 main:574] : INFO : Epoch 1700 | loss: 0.0312494 | val_loss: 0.0312481 | Time: 4670.22 ms
[2021-05-12 01:45:04 main:574] : INFO : Epoch 1701 | loss: 0.031249 | val_loss: 0.0312471 | Time: 4783.66 ms
[2021-05-12 01:45:09 main:574] : INFO : Epoch 1702 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 4982.65 ms
[2021-05-12 01:45:14 main:574] : INFO : Epoch 1703 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 4928.57 ms
[2021-05-12 01:45:19 main:574] : INFO : Epoch 1704 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 4956.02 ms
[2021-05-12 01:45:24 main:574] : INFO : Epoch 1705 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 4873.75 ms
[2021-05-12 01:45:29 main:574] : INFO : Epoch 1706 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 4806.87 ms
[2021-05-12 01:45:34 main:574] : INFO : Epoch 1707 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 4780.12 ms
[2021-05-12 01:45:39 main:574] : INFO : Epoch 1708 | loss: 0.031249 | val_loss: 0.0312479 | Time: 4870.2 ms
[2021-05-12 01:45:44 main:574] : INFO : Epoch 1709 | loss: 0.031248 | val_loss: 0.0312472 | Time: 4958.47 ms
[2021-05-12 01:45:49 main:574] : INFO : Epoch 1710 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 4895.74 ms
[2021-05-12 01:45:53 main:574] : INFO : Epoch 1711 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 4800.92 ms
[2021-05-12 01:45:58 main:574] : INFO : Epoch 1712 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 4916.4 ms
[2021-05-12 01:46:03 main:574] : INFO : Epoch 1713 | loss: 0.0312498 | val_loss: 0.031252 | Time: 4774.51 ms
[2021-05-12 01:46:08 main:574] : INFO : Epoch 1714 | loss: 0.0312504 | val_loss: 0.0312486 | Time: 4963.76 ms
[2021-05-12 01:46:13 main:574] : INFO : Epoch 1715 | loss: 0.0312492 | val_loss: 0.0312475 | Time: 4710.24 ms
[2021-05-12 01:46:18 main:574] : INFO : Epoch 1716 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 4887.42 ms
[2021-05-12 01:46:23 main:574] : INFO : Epoch 1717 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 4767.69 ms
[2021-05-12 01:46:28 main:574] : INFO : Epoch 1718 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 4734.3 ms
[2021-05-12 01:46:33 main:574] : INFO : Epoch 1719 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 4999.74 ms
[2021-05-12 01:46:38 main:574] : INFO : Epoch 1720 | loss: 0.0312493 | val_loss: 0.0312477 | Time: 4846 ms
[2021-05-12 01:46:43 main:574] : INFO : Epoch 1721 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 5019.29 ms
[2021-05-12 01:46:48 main:574] : INFO : Epoch 1722 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 4797.93 ms
[2021-05-12 01:46:52 main:574] : INFO : Epoch 1723 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 4804.1 ms
[2021-05-12 01:46:57 main:574] : INFO : Epoch 1724 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 4727.85 ms
[2021-05-12 01:47:02 main:574] : INFO : Epoch 1725 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 4797.85 ms
[2021-05-12 01:47:07 main:574] : INFO : Epoch 1726 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 4670.69 ms
[2021-05-12 01:47:12 main:574] : INFO : Epoch 1727 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 4806.47 ms
[2021-05-12 01:47:17 main:574] : INFO : Epoch 1728 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 4781.2 ms
[2021-05-12 01:47:21 main:574] : INFO : Epoch 1729 | loss: 0.0312489 | val_loss: 0.03125 | Time: 4763.43 ms
[2021-05-12 01:47:26 main:574] : INFO : Epoch 1730 | loss: 0.0312495 | val_loss: 0.0312474 | Time: 4677.14 ms
[2021-05-12 01:47:31 main:574] : INFO : Epoch 1731 | loss: 0.0312501 | val_loss: 0.0312482 | Time: 4794.15 ms
[2021-05-12 01:47:36 main:574] : INFO : Epoch 1732 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 4818.46 ms
[2021-05-12 01:47:41 main:574] : INFO : Epoch 1733 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 4854.78 ms
[2021-05-12 01:47:46 main:574] : INFO : Epoch 1734 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 4774.21 ms
[2021-05-12 01:47:51 main:574] : INFO : Epoch 1735 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 4890.29 ms
[2021-05-12 01:47:56 main:574] : INFO : Epoch 1736 | loss: 0.031249 | val_loss: 0.0312473 | Time: 4946.6 ms
[2021-05-12 01:48:00 main:574] : INFO : Epoch 1737 | loss: 0.0312483 | val_loss: 0.0312514 | Time: 4826.7 ms
[2021-05-12 01:48:06 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 4881.96 ms
[2021-05-12 01:48:10 main:574] : INFO : Epoch 1739 | loss: 0.0312513 | val_loss: 0.0312488 | Time: 4801.61 ms
[2021-05-12 01:48:15 main:574] : INFO : Epoch 1740 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 5020.16 ms
[2021-05-12 01:48:20 main:574] : INFO : Epoch 1741 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 4973.83 ms
[2021-05-12 01:48:25 main:574] : INFO : Epoch 1742 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 4622.02 ms
[2021-05-12 01:48:30 main:574] : INFO : Epoch 1743 | loss: 0.0312515 | val_loss: 0.0312481 | Time: 4849.33 ms
[2021-05-12 01:48:35 main:574] : INFO : Epoch 1744 | loss: 0.0321001 | val_loss: 0.0328197 | Time: 4766.43 ms
[2021-05-12 01:48:40 main:574] : INFO : Epoch 1745 | loss: 0.0349855 | val_loss: 0.0327438 | Time: 4896.44 ms
[2021-05-12 01:48:45 main:574] : INFO : Epoch 1746 | loss: 0.032428 | val_loss: 0.0315038 | Time: 5070.13 ms
[2021-05-12 01:48:50 main:574] : INFO : Epoch 1747 | loss: 0.0314057 | val_loss: 0.0313041 | Time: 4817.99 ms
[2021-05-12 01:48:55 main:574] : INFO : Epoch 1748 | loss: 0.0312734 | val_loss: 0.0312572 | Time: 5324.61 ms
[2021-05-12 01:49:00 main:574] : INFO : Epoch 1749 | loss: 0.0312547 | val_loss: 0.0312522 | Time: 4935.35 ms
[2021-05-12 01:49:05 main:574] : INFO : Epoch 1750 | loss: 0.0312518 | val_loss: 0.0312518 | Time: 4810.68 ms
[2021-05-12 01:49:10 main:574] : INFO : Epoch 1751 | loss: 0.0312511 | val_loss: 0.031251 | Time: 4841.35 ms
[2021-05-12 01:49:15 main:574] : INFO : Epoch 1752 | loss: 0.031251 | val_loss: 0.0312502 | Time: 4786.09 ms
[2021-05-12 01:49:20 main:574] : INFO : Epoch 1753 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 4940.22 ms
[2021-05-12 01:49:25 main:574] : INFO : Epoch 1754 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 4849.58 ms
[2021-05-12 01:49:30 main:574] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 4743.13 ms
[2021-05-12 01:49:34 main:574] : INFO : Epoch 1756 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 4732.42 ms
[2021-05-12 01:49:39 main:574] : INFO : Epoch 1757 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4939.66 ms
[2021-05-12 01:49:44 main:574] : INFO : Epoch 1758 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 5021.28 ms
[2021-05-12 01:49:49 main:574] : INFO : Epoch 1759 | loss: 0.0312498 | val_loss: 0.031249 | Time: 4850.31 ms
[2021-05-12 01:49:54 main:574] : INFO : Epoch 1760 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 4910.15 ms
[2021-05-12 01:49:59 main:574] : INFO : Epoch 1761 | loss: 0.0312514 | val_loss: 0.0312497 | Time: 4835.79 ms
[2021-05-12 01:50:04 main:574] : INFO : Epoch 1762 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 4936.71 ms
[2021-05-12 01:50:09 main:574] : INFO : Epoch 1763 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 4895.26 ms
[2021-05-12 01:50:14 main:574] : INFO : Epoch 1764 | loss: 0.0312497 | val_loss: 0.031249 | Time: 4819.12 ms
[2021-05-12 01:50:19 main:574] : INFO : Epoch 1765 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4824.39 ms
[2021-05-12 01:50:24 main:574] : INFO : Epoch 1766 | loss: 0.03125 | val_loss: 0.0312488 | Time: 4988.83 ms
[2021-05-12 01:50:29 main:574] : INFO : Epoch 1767 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 4960.04 ms
[2021-05-12 01:50:34 main:574] : INFO : Epoch 1768 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 4814.79 ms
[2021-05-12 01:50:40 main:574] : INFO : Epoch 1769 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 4646.07 ms
[2021-05-12 01:50:45 main:574] : INFO : Epoch 1770 | loss: 0.0312495 | val_loss: 0.0312486 | Time: 4820.98 ms
[2021-05-12 01:50:50 main:574] : INFO : Epoch 1771 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 4771.84 ms
[2021-05-12 01:50:55 main:574] : INFO : Epoch 1772 | loss: 0.0312492 | val_loss: 0.0312485 | Time: 4754.3 ms
[2021-05-12 01:51:00 main:574] : INFO : Epoch 1773 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 4766.84 ms
[2021-05-12 01:51:05 main:574] : INFO : Epoch 1774 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 4698.13 ms
[2021-05-12 01:51:13 main:574] : INFO : Epoch 1775 | loss: 0.0312502 | val_loss: 0.0312484 | Time: 4808.32 ms
[2021-05-12 01:51:18 main:574] : INFO : Epoch 1776 | loss: 0.0312493 | val_loss: 0.0312487 | Time: 4959.48 ms
[2021-05-12 01:51:23 main:574] : INFO : Epoch 1777 | loss: 0.0312495 | val_loss: 0.0312485 | Time: 5069.13 ms
[2021-05-12 01:51:28 main:574] : INFO : Epoch 1778 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 5039.93 ms
[2021-05-12 01:51:34 main:574] : INFO : Epoch 1779 | loss: 0.03125 | val_loss: 0.0312485 | Time: 5194.32 ms
[2021-05-12 01:51:39 main:574] : INFO : Epoch 1780 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 5019.86 ms
[2021-05-12 01:51:44 main:574] : INFO : Epoch 1781 | loss: 0.031249 | val_loss: 0.0312485 | Time: 4949.44 ms
[2021-05-12 01:51:50 main:574] : INFO : Epoch 1782 | loss: 0.031249 | val_loss: 0.0312484 | Time: 4926.98 ms
[2021-05-12 01:51:55 main:574] : INFO : Epoch 1783 | loss: 0.0312492 | val_loss: 0.0312482 | Time: 4838.31 ms
[2021-05-12 01:52:00 main:574] : INFO : Epoch 1784 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4718.65 ms
[2021-05-12 01:52:05 main:574] : INFO : Epoch 1785 | loss: 0.0312506 | val_loss: 0.0312488 | Time: 4900.33 ms
[2021-05-12 01:52:10 main:574] : INFO : Epoch 1786 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 5023.33 ms
[2021-05-12 01:52:15 main:574] : INFO : Epoch 1787 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 4926.45 ms
[2021-05-12 01:52:22 main:574] : INFO : Epoch 1788 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 4846.57 ms
[2021-05-12 01:52:27 main:574] : INFO : Epoch 1789 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 4756.9 ms
[2021-05-12 01:52:33 main:574] : INFO : Epoch 1790 | loss: 0.0312489 | val_loss: 0.031248 | Time: 5099.63 ms
[2021-05-12 01:52:38 main:574] : INFO : Epoch 1791 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 4930.66 ms
[2021-05-12 01:52:43 main:574] : INFO : Epoch 1792 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 4879.29 ms
[2021-05-12 01:52:48 main:574] : INFO : Epoch 1793 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 4918.83 ms
[2021-05-12 01:52:54 main:574] : INFO : Epoch 1794 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 5072.93 ms
[2021-05-12 01:52:59 main:574] : INFO : Epoch 1795 | loss: 0.0312504 | val_loss: 0.031249 | Time: 5004.05 ms
[2021-05-12 01:53:05 main:574] : INFO : Epoch 1796 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 4943.9 ms
[2021-05-12 01:53:12 main:574] : INFO : Epoch 1797 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 5018.15 ms
[2021-05-12 01:53:18 main:574] : INFO : Epoch 1798 | loss: 0.0312496 | val_loss: 0.0312483 | Time: 5022.19 ms
[2021-05-12 01:53:23 main:574] : INFO : Epoch 1799 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 5023.34 ms
[2021-05-12 01:53:29 main:574] : INFO : Epoch 1800 | loss: 0.0312495 | val_loss: 0.0312484 | Time: 5073.88 ms
[2021-05-12 01:53:34 main:574] : INFO : Epoch 1801 | loss: 0.0312489 | val_loss: 0.031248 | Time: 5050.11 ms
[2021-05-12 01:53:40 main:574] : INFO : Epoch 1802 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 5187.24 ms
[2021-05-12 01:53:45 main:574] : INFO : Epoch 1803 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 4894.2 ms
[2021-05-12 01:53:50 main:574] : INFO : Epoch 1804 | loss: 0.0312492 | val_loss: 0.031248 | Time: 4980.86 ms
[2021-05-12 01:53:55 main:574] : INFO : Epoch 1805 | loss: 0.0312486 | val_loss: 0.031248 | Time: 5007.58 ms
[2021-05-12 01:54:01 main:574] : INFO : Epoch 1806 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 4927.47 ms
[2021-05-12 01:54:06 main:574] : INFO : Epoch 1807 | loss: 0.0312491 | val_loss: 0.0312478 | Time: 5087.94 ms
[2021-05-12 01:54:11 main:574] : INFO : Epoch 1808 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 4882.07 ms
[2021-05-12 01:54:16 main:574] : INFO : Epoch 1809 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 4970.98 ms
[2021-05-12 01:54:21 main:574] : INFO : Epoch 1810 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 4907.42 ms
[2021-05-12 01:54:27 main:574] : INFO : Epoch 1811 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 5155.41 ms
[2021-05-12 01:54:33 main:574] : INFO : Epoch 1812 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 4920.59 ms
[2021-05-12 01:54:39 main:574] : INFO : Epoch 1813 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 5009.75 ms
[2021-05-12 01:54:44 main:574] : INFO : Epoch 1814 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 5054.35 ms
[2021-05-12 01:54:50 main:574] : INFO : Epoch 1815 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 5196.58 ms
[2021-05-12 01:54:55 main:574] : INFO : Epoch 1816 | loss: 0.0312493 | val_loss: 0.0312479 | Time: 5031.9 ms
[2021-05-12 01:55:01 main:574] : INFO : Epoch 1817 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 5157.24 ms
[2021-05-12 01:55:06 main:574] : INFO : Epoch 1818 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 5027.3 ms
[2021-05-12 01:55:13 main:574] : INFO : Epoch 1819 | loss: 0.0312489 | val_loss: 0.0312478 | Time: 4972.31 ms
[2021-05-12 01:55:18 main:574] : INFO : Epoch 1820 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 4993.98 ms
[2021-05-12 01:55:23 main:574] : INFO : Epoch 1821 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 4978.12 ms
[2021-05-12 01:55:29 main:574] : INFO : Epoch 1822 | loss: 0.0312491 | val_loss: 0.0312478 | Time: 5115.21 ms
[2021-05-12 01:55:35 main:574] : INFO : Epoch 1823 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 5107.27 ms
[2021-05-12 01:55:41 main:574] : INFO : Epoch 1824 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 5266.03 ms
[2021-05-12 01:55:46 main:574] : INFO : Epoch 1825 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 4935.23 ms
[2021-05-12 01:55:52 main:574] : INFO : Epoch 1826 | loss: 0.0312499 | val_loss: 0.0312484 | Time: 5003.97 ms
[2021-05-12 01:55:57 main:574] : INFO : Epoch 1827 | loss: 0.0312496 | val_loss: 0.0312477 | Time: 5050.98 ms
[2021-05-12 01:56:03 main:574] : INFO : Epoch 1828 | loss: 0.0312488 | val_loss: 0.031248 | Time: 5258.93 ms
[2021-05-12 01:56:08 main:574] : INFO : Epoch 1829 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 4943.88 ms
[2021-05-12 01:56:13 main:574] : INFO : Epoch 1830 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 5123.29 ms
[2021-05-12 01:56:18 main:574] : INFO : Epoch 1831 | loss: 0.0312496 | val_loss: 0.031249 | Time: 4915.76 ms
[2021-05-12 01:56:23 main:574] : INFO : Epoch 1832 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 4922.14 ms
[2021-05-12 01:56:28 main:574] : INFO : Epoch 1833 | loss: 0.0312489 | val_loss: 0.031248 | Time: 4830.29 ms
[2021-05-12 01:56:33 main:574] : INFO : Epoch 1834 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 4753.27 ms
[2021-05-12 01:56:40 main:574] : INFO : Epoch 1835 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 5035.46 ms
[2021-05-12 01:56:46 main:574] : INFO : Epoch 1836 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 5032.77 ms
[2021-05-12 01:56:50 main:574] : INFO : Epoch 1837 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 4726.8 ms
[2021-05-12 01:56:55 main:574] : INFO : Epoch 1838 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 4881.15 ms
[2021-05-12 01:57:00 main:574] : INFO : Epoch 1839 | loss: 0.0312486 | val_loss: 0.031248 | Time: 4910.87 ms
[2021-05-12 01:57:05 main:574] : INFO : Epoch 1840 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 4913.8 ms
[2021-05-12 01:57:10 main:574] : INFO : Epoch 1841 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 4778.33 ms
[2021-05-12 01:57:15 main:574] : INFO : Epoch 1842 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 4982.75 ms
[2021-05-12 01:57:20 main:574] : INFO : Epoch 1843 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 5012.69 ms
[2021-05-12 01:57:25 main:574] : INFO : Epoch 1844 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 5047.2 ms
[2021-05-12 01:57:30 main:574] : INFO : Epoch 1845 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 4814.16 ms
[2021-05-12 01:57:35 main:574] : INFO : Epoch 1846 | loss: 0.0312497 | val_loss: 0.0312476 | Time: 4911.65 ms
[2021-05-12 01:57:40 main:574] : INFO : Epoch 1847 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 4903.61 ms
[2021-05-12 01:57:45 main:574] : INFO : Epoch 1848 | loss: 0.0312487 | val_loss: 0.031248 | Time: 4945.06 ms
[2021-05-12 01:57:50 main:574] : INFO : Epoch 1849 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 4940 ms
[2021-05-12 01:57:55 main:574] : INFO : Epoch 1850 | loss: 0.031249 | val_loss: 0.0312505 | Time: 5149.27 ms
[2021-05-12 01:58:00 main:574] : INFO : Epoch 1851 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 4919.37 ms
[2021-05-12 01:58:05 main:574] : INFO : Epoch 1852 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 4825.29 ms
[2021-05-12 01:58:10 main:574] : INFO : Epoch 1853 | loss: 0.031249 | val_loss: 0.0312485 | Time: 4898.2 ms
[2021-05-12 01:58:15 main:574] : INFO : Epoch 1854 | loss: 0.0312484 | val_loss: 0.031248 | Time: 4866.79 ms
[2021-05-12 01:58:20 main:574] : INFO : Epoch 1855 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 5005.7 ms
[2021-05-12 01:58:25 main:574] : INFO : Epoch 1856 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 4846.75 ms
[2021-05-12 01:58:30 main:574] : INFO : Epoch 1857 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 4711.76 ms
[2021-05-12 01:58:35 main:574] : INFO : Epoch 1858 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 4768.26 ms
[2021-05-12 01:58:39 main:574] : INFO : Epoch 1859 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 4753.59 ms
[2021-05-12 01:58:44 main:574] : INFO : Epoch 1860 | loss: 0.0312484 | val_loss: 0.0312494 | Time: 4781.92 ms
[2021-05-12 01:58:49 main:574] : INFO : Epoch 1861 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 4805.28 ms
[2021-05-12 01:58:54 main:574] : INFO : Epoch 1862 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 4820.76 ms
[2021-05-12 01:58:59 main:574] : INFO : Epoch 1863 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 4889.74 ms
[2021-05-12 01:59:04 main:574] : INFO : Epoch 1864 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 4753.29 ms
[2021-05-12 01:59:09 main:574] : INFO : Epoch 1865 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 4869.48 ms
[2021-05-12 01:59:13 main:574] : INFO : Epoch 1866 | loss: 0.0312482 | val_loss: 0.031248 | Time: 4866.19 ms
[2021-05-12 01:59:18 main:574] : INFO : Epoch 1867 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 4800.59 ms
[2021-05-12 01:59:23 main:574] : INFO : Epoch 1868 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 4816.77 ms
[2021-05-12 01:59:28 main:574] : INFO : Epoch 1869 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 4851.77 ms
[2021-05-12 01:59:33 main:574] : INFO : Epoch 1870 | loss: 0.0312484 | val_loss: 0.0312506 | Time: 4881.23 ms
[2021-05-12 01:59:38 main:574] : INFO : Epoch 1871 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 4844.35 ms
[2021-05-12 01:59:43 main:574] : INFO : Epoch 1872 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 4820.3 ms
[2021-05-12 01:59:48 main:574] : INFO : Epoch 1873 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 4790.44 ms
[2021-05-12 01:59:52 main:574] : INFO : Epoch 1874 | loss: 0.031248 | val_loss: 0.0312494 | Time: 4796.8 ms
[2021-05-12 01:59:58 main:574] : INFO : Epoch 1875 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 5085.13 ms
[2021-05-12 02:00:02 main:574] : INFO : Epoch 1876 | loss: 0.0312483 | val_loss: 0.031248 | Time: 4836.12 ms
[2021-05-12 02:00:07 main:574] : INFO : Epoch 1877 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 4799.96 ms
[2021-05-12 02:00:12 main:574] : INFO : Epoch 1878 | loss: 0.0312485 | val_loss: 0.031248 | Time: 4875.55 ms
[2021-05-12 02:00:17 main:574] : INFO : Epoch 1879 | loss: 0.031248 | val_loss: 0.0312475 | Time: 4898.48 ms
[2021-05-12 02:00:22 main:574] : INFO : Epoch 1880 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 4852.48 ms
[2021-05-12 02:00:27 main:574] : INFO : Epoch 1881 | loss: 0.0312485 | val_loss: 0.0312496 | Time: 4741.74 ms
[2021-05-12 02:00:32 main:574] : INFO : Epoch 1882 | loss: 0.0312509 | val_loss: 0.0312475 | Time: 4823.69 ms
[2021-05-12 02:00:37 main:574] : INFO : Epoch 1883 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 4812.33 ms
[2021-05-12 02:00:41 main:574] : INFO : Epoch 1884 | loss: 0.031248 | val_loss: 0.0312478 | Time: 4697.49 ms
[2021-05-12 02:00:46 main:574] : INFO : Epoch 1885 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 4827.12 ms
[2021-05-12 02:00:51 main:574] : INFO : Epoch 1886 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 4831.08 ms
[2021-05-12 02:00:56 main:574] : INFO : Epoch 1887 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 4858.95 ms
[2021-05-12 02:01:01 main:574] : INFO : Epoch 1888 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 4837.67 ms
[2021-05-12 02:01:06 main:574] : INFO : Epoch 1889 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 4989.07 ms
[2021-05-12 02:01:11 main:574] : INFO : Epoch 1890 | loss: 0.031249 | val_loss: 0.0312481 | Time: 4907.17 ms
[2021-05-12 02:01:16 main:574] : INFO : Epoch 1891 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 4913.61 ms
[2021-05-12 02:01:21 main:574] : INFO : Epoch 1892 | loss: 0.0312488 | val_loss: 0.0312482 | Time: 4877.2 ms
[2021-05-12 02:01:26 main:574] : INFO : Epoch 1893 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 4883.37 ms
[2021-05-12 02:01:31 main:574] : INFO : Epoch 1894 | loss: 0.0312493 | val_loss: 0.0312475 | Time: 4825.94 ms
[2021-05-12 02:01:36 main:574] : INFO : Epoch 1895 | loss: 0.0312483 | val_loss: 0.031248 | Time: 4885.88 ms
[2021-05-12 02:01:41 main:574] : INFO : Epoch 1896 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 4931.1 ms
[2021-05-12 02:01:46 main:574] : INFO : Epoch 1897 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 4849.52 ms
[2021-05-12 02:01:51 main:574] : INFO : Epoch 1898 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 5092.97 ms
[2021-05-12 02:01:55 main:574] : INFO : Epoch 1899 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 4710.81 ms
[2021-05-12 02:02:00 main:574] : INFO : Epoch 1900 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 4777.54 ms
[2021-05-12 02:02:05 main:574] : INFO : Epoch 1901 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 4829.4 ms
[2021-05-12 02:02:10 main:574] : INFO : Epoch 1902 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 4703.57 ms
[2021-05-12 02:02:15 main:574] : INFO : Epoch 1903 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 4855.6 ms
[2021-05-12 02:02:20 main:574] : INFO : Epoch 1904 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 4779.43 ms
[2021-05-12 02:02:25 main:574] : INFO : Epoch 1905 | loss: 0.0312484 | val_loss: 0.0312522 | Time: 5029.48 ms
[2021-05-12 02:02:30 main:574] : INFO : Epoch 1906 | loss: 0.0312494 | val_loss: 0.0312478 | Time: 4885.86 ms
[2021-05-12 02:02:34 main:574] : INFO : Epoch 1907 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 4721.8 ms
[2021-05-12 02:02:39 main:574] : INFO : Epoch 1908 | loss: 0.0312481 | val_loss: 0.031248 | Time: 4946.92 ms
[2021-05-12 02:02:44 main:574] : INFO : Epoch 1909 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 4799.39 ms
[2021-05-12 02:02:49 main:574] : INFO : Epoch 1910 | loss: 0.031248 | val_loss: 0.0312487 | Time: 4956.99 ms
[2021-05-12 02:02:54 main:574] : INFO : Epoch 1911 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 4967.49 ms
[2021-05-12 02:02:59 main:574] : INFO : Epoch 1912 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 4787.66 ms
[2021-05-12 02:03:04 main:574] : INFO : Epoch 1913 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 5052.42 ms
[2021-05-12 02:03:09 main:574] : INFO : Epoch 1914 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 4908.59 ms
[2021-05-12 02:03:14 main:574] : INFO : Epoch 1915 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 4844.28 ms
[2021-05-12 02:03:19 main:574] : INFO : Epoch 1916 | loss: 0.0312478 | val_loss: 0.031247 | Time: 4827.34 ms
[2021-05-12 02:03:24 main:574] : INFO : Epoch 1917 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 4802 ms
[2021-05-12 02:03:29 main:574] : INFO : Epoch 1918 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 4777.64 ms
[2021-05-12 02:03:34 main:574] : INFO : Epoch 1919 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 4967.27 ms
[2021-05-12 02:03:39 main:574] : INFO : Epoch 1920 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 4794.1 ms
[2021-05-12 02:03:43 main:574] : INFO : Epoch 1921 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 4846.34 ms
[2021-05-12 02:03:49 main:574] : INFO : Epoch 1922 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 5022.89 ms
[2021-05-12 02:03:53 main:574] : INFO : Epoch 1923 | loss: 0.0312487 | val_loss: 0.0312507 | Time: 4810.83 ms
[2021-05-12 02:03:58 main:574] : INFO : Epoch 1924 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 4911.55 ms
[2021-05-12 02:04:04 main:574] : INFO : Epoch 1925 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 5103.75 ms
[2021-05-12 02:04:08 main:574] : INFO : Epoch 1926 | loss: 0.031248 | val_loss: 0.0312472 | Time: 4834.24 ms
[2021-05-12 02:04:13 main:574] : INFO : Epoch 1927 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 4947.26 ms
[2021-05-12 02:04:18 main:574] : INFO : Epoch 1928 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 4762.69 ms
[2021-05-12 02:04:23 main:574] : INFO : Epoch 1929 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 4996.73 ms
[2021-05-12 02:04:28 main:574] : INFO : Epoch 1930 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 4804.3 ms
[2021-05-12 02:04:33 main:574] : INFO : Epoch 1931 | loss: 0.0312478 | val_loss: 0.031247 | Time: 4790.1 ms
[2021-05-12 02:04:38 main:574] : INFO : Epoch 1932 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 4957.84 ms
[2021-05-12 02:04:43 main:574] : INFO : Epoch 1933 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 4913.79 ms
[2021-05-12 02:04:48 main:574] : INFO : Epoch 1934 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 4865.56 ms
[2021-05-12 02:04:53 main:574] : INFO : Epoch 1935 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 4788.27 ms
[2021-05-12 02:04:58 main:574] : INFO : Epoch 1936 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 4846.44 ms
[2021-05-12 02:05:03 main:574] : INFO : Epoch 1937 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 4964.33 ms
[2021-05-12 02:05:08 main:574] : INFO : Epoch 1938 | loss: 0.0312472 | val_loss: 0.031247 | Time: 4892.47 ms
[2021-05-12 02:05:13 main:574] : INFO : Epoch 1939 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 4830.4 ms
[2021-05-12 02:05:18 main:574] : INFO : Epoch 1940 | loss: 0.0312471 | val_loss: 0.031247 | Time: 4867.65 ms
[2021-05-12 02:05:22 main:574] : INFO : Epoch 1941 | loss: 0.0312475 | val_loss: 0.031248 | Time: 4796.09 ms
[2021-05-12 02:05:27 main:574] : INFO : Epoch 1942 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 4794.34 ms
[2021-05-12 02:05:32 main:574] : INFO : Epoch 1943 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 4719.84 ms
[2021-05-12 02:05:37 main:574] : INFO : Epoch 1944 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 4904.7 ms
[2021-05-12 02:05:42 main:574] : INFO : Epoch 1945 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 4955.72 ms
[2021-05-12 02:05:47 main:574] : INFO : Epoch 1946 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 4878.73 ms
[2021-05-12 02:05:52 main:574] : INFO : Epoch 1947 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 4889.35 ms
[2021-05-12 02:05:57 main:574] : INFO : Epoch 1948 | loss: 0.0312476 | val_loss: 0.031247 | Time: 4958.12 ms
[2021-05-12 02:06:02 main:574] : INFO : Epoch 1949 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 4725 ms
[2021-05-12 02:06:07 main:574] : INFO : Epoch 1950 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 4997.04 ms
[2021-05-12 02:06:12 main:574] : INFO : Epoch 1951 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 4724.14 ms
[2021-05-12 02:06:16 main:574] : INFO : Epoch 1952 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 4829.34 ms
[2021-05-12 02:06:21 main:574] : INFO : Epoch 1953 | loss: 0.031247 | val_loss: 0.0312487 | Time: 4807.24 ms
[2021-05-12 02:06:26 main:574] : INFO : Epoch 1954 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 4791.13 ms
[2021-05-12 02:06:31 main:574] : INFO : Epoch 1955 | loss: 0.031247 | val_loss: 0.0312472 | Time: 4839.63 ms
[2021-05-12 02:06:36 main:574] : INFO : Epoch 1956 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 4809.15 ms
[2021-05-12 02:06:41 main:574] : INFO : Epoch 1957 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 4870.41 ms
[2021-05-12 02:06:46 main:574] : INFO : Epoch 1958 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 4882.83 ms
[2021-05-12 02:06:51 main:574] : INFO : Epoch 1959 | loss: 0.0312471 | val_loss: 0.031247 | Time: 4844.24 ms
[2021-05-12 02:06:56 main:574] : INFO : Epoch 1960 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 4936.78 ms
[2021-05-12 02:07:01 main:574] : INFO : Epoch 1961 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 4947.52 ms
[2021-05-12 02:07:06 main:574] : INFO : Epoch 1962 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 4868.88 ms
[2021-05-12 02:07:11 main:574] : INFO : Epoch 1963 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 4837.77 ms
[2021-05-12 02:07:15 main:574] : INFO : Epoch 1964 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 4770.17 ms
[2021-05-12 02:07:20 main:574] : INFO : Epoch 1965 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 4918.23 ms
[2021-05-12 02:07:25 main:574] : INFO : Epoch 1966 | loss: 0.031247 | val_loss: 0.0312488 | Time: 4683.22 ms
[2021-05-12 02:07:30 main:574] : INFO : Epoch 1967 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 4692.2 ms
[2021-05-12 02:07:35 main:574] : INFO : Epoch 1968 | loss: 0.0312469 | val_loss: 0.0312492 | Time: 4801.73 ms
[2021-05-12 02:07:40 main:574] : INFO : Epoch 1969 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 4774.08 ms
[2021-05-12 02:07:44 main:574] : INFO : Epoch 1970 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 4728.46 ms
[2021-05-12 02:07:49 main:574] : INFO : Epoch 1971 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 4713.73 ms
[2021-05-12 02:07:54 main:574] : INFO : Epoch 1972 | loss: 0.031247 | val_loss: 0.031247 | Time: 4991.29 ms
[2021-05-12 02:07:59 main:574] : INFO : Epoch 1973 | loss: 0.0312466 | val_loss: 0.0312472 | Time: 4961.77 ms
[2021-05-12 02:08:04 main:574] : INFO : Epoch 1974 | loss: 0.0312466 | val_loss: 0.0312478 | Time: 4813.65 ms
[2021-05-12 02:08:09 main:574] : INFO : Epoch 1975 | loss: 0.031247 | val_loss: 0.0312473 | Time: 4919.51 ms
[2021-05-12 02:08:14 main:574] : INFO : Epoch 1976 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 4985.19 ms
[2021-05-12 02:08:19 main:574] : INFO : Epoch 1977 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 4731.96 ms
[2021-05-12 02:08:24 main:574] : INFO : Epoch 1978 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 4803.25 ms
[2021-05-12 02:08:29 main:574] : INFO : Epoch 1979 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 4868.14 ms
[2021-05-12 02:08:34 main:574] : INFO : Epoch 1980 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 4926.13 ms
[2021-05-12 02:08:39 main:574] : INFO : Epoch 1981 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 4847.25 ms
[2021-05-12 02:08:44 main:574] : INFO : Epoch 1982 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 4942.06 ms
[2021-05-12 02:08:49 main:574] : INFO : Epoch 1983 | loss: 0.0312465 | val_loss: 0.031247 | Time: 4877.02 ms
[2021-05-12 02:08:54 main:574] : INFO : Epoch 1984 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 4911.23 ms
[2021-05-12 02:08:59 main:574] : INFO : Epoch 1985 | loss: 0.0312488 | val_loss: 0.0312466 | Time: 4989.8 ms
[2021-05-12 02:09:04 main:574] : INFO : Epoch 1986 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 4951.09 ms
[2021-05-12 02:09:09 main:574] : INFO : Epoch 1987 | loss: 0.031247 | val_loss: 0.0312473 | Time: 4857.41 ms
[2021-05-12 02:09:14 main:574] : INFO : Epoch 1988 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 4888.8 ms
[2021-05-12 02:09:19 main:574] : INFO : Epoch 1989 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 4994.99 ms
[2021-05-12 02:09:24 main:574] : INFO : Epoch 1990 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 4825.04 ms
[2021-05-12 02:09:29 main:574] : INFO : Epoch 1991 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 4996.41 ms
[2021-05-12 02:09:34 main:574] : INFO : Epoch 1992 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 4880.62 ms
[2021-05-12 02:09:38 main:574] : INFO : Epoch 1993 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 4825.07 ms
[2021-05-12 02:09:43 main:574] : INFO : Epoch 1994 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 4776.16 ms
[2021-05-12 02:09:48 main:574] : INFO : Epoch 1995 | loss: 0.0312462 | val_loss: 0.0312471 | Time: 4951.53 ms
[2021-05-12 02:09:53 main:574] : INFO : Epoch 1996 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 4902.44 ms
[2021-05-12 02:09:58 main:574] : INFO : Epoch 1997 | loss: 0.031247 | val_loss: 0.0312466 | Time: 4729.61 ms
[2021-05-12 02:10:03 main:574] : INFO : Epoch 1998 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 4799.8 ms
[2021-05-12 02:10:08 main:574] : INFO : Epoch 1999 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 4865.84 ms
[2021-05-12 02:10:13 main:574] : INFO : Epoch 2000 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 4854.99 ms
[2021-05-12 02:10:18 main:574] : INFO : Epoch 2001 | loss: 0.0312463 | val_loss: 0.0312465 | Time: 4846.44 ms
[2021-05-12 02:10:23 main:574] : INFO : Epoch 2002 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 4891.82 ms
[2021-05-12 02:10:27 main:574] : INFO : Epoch 2003 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 4846.59 ms
[2021-05-12 02:10:32 main:574] : INFO : Epoch 2004 | loss: 0.0312467 | val_loss: 0.0312487 | Time: 4718.06 ms
[2021-05-12 02:10:37 main:574] : INFO : Epoch 2005 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 4779.6 ms
[2021-05-12 02:10:42 main:574] : INFO : Epoch 2006 | loss: 0.031246 | val_loss: 0.03125 | Time: 4800.58 ms
[2021-05-12 02:10:47 main:574] : INFO : Epoch 2007 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 4899.7 ms
[2021-05-12 02:10:52 main:574] : INFO : Epoch 2008 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 4970.06 ms
[2021-05-12 02:10:57 main:574] : INFO : Epoch 2009 | loss: 0.0312479 | val_loss: 0.0312503 | Time: 5367 ms
[2021-05-12 02:11:02 main:574] : INFO : Epoch 2010 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 4817.53 ms
[2021-05-12 02:11:07 main:574] : INFO : Epoch 2011 | loss: 0.0312459 | val_loss: 0.0312482 | Time: 4880.27 ms
[2021-05-12 02:11:12 main:574] : INFO : Epoch 2012 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 4972.33 ms
[2021-05-12 02:11:17 main:574] : INFO : Epoch 2013 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 4876.21 ms
[2021-05-12 02:11:22 main:574] : INFO : Epoch 2014 | loss: 0.031246 | val_loss: 0.0312463 | Time: 4833.6 ms
[2021-05-12 02:11:27 main:574] : INFO : Epoch 2015 | loss: 0.0312456 | val_loss: 0.0312466 | Time: 4875.03 ms
[2021-05-12 02:11:32 main:574] : INFO : Epoch 2016 | loss: 0.031247 | val_loss: 0.0312465 | Time: 4960.33 ms
[2021-05-12 02:11:37 main:574] : INFO : Epoch 2017 | loss: 0.0312484 | val_loss: 0.0312463 | Time: 4672.94 ms
[2021-05-12 02:11:42 main:574] : INFO : Epoch 2018 | loss: 0.0312463 | val_loss: 0.0312493 | Time: 4804.13 ms
[2021-05-12 02:11:47 main:574] : INFO : Epoch 2019 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 4926.24 ms
[2021-05-12 02:11:51 main:574] : INFO : Epoch 2020 | loss: 0.031246 | val_loss: 0.0312464 | Time: 4802.61 ms
[2021-05-12 02:11:56 main:574] : INFO : Epoch 2021 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 4844.8 ms
[2021-05-12 02:12:01 main:574] : INFO : Epoch 2022 | loss: 0.0312464 | val_loss: 0.0312504 | Time: 4933.99 ms
[2021-05-12 02:12:06 main:574] : INFO : Epoch 2023 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 4845.51 ms
[2021-05-12 02:12:11 main:574] : INFO : Epoch 2024 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 4684.66 ms
[2021-05-12 02:12:16 main:574] : INFO : Epoch 2025 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 4793.82 ms
[2021-05-12 02:12:21 main:574] : INFO : Epoch 2026 | loss: 0.031246 | val_loss: 0.0312467 | Time: 4746.49 ms
[2021-05-12 02:12:26 main:574] : INFO : Epoch 2027 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 5046.98 ms
[2021-05-12 02:12:31 main:574] : INFO : Epoch 2028 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 4923.57 ms
[2021-05-12 02:12:36 main:574] : INFO : Epoch 2029 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 4872.72 ms
[2021-05-12 02:12:40 main:574] : INFO : Epoch 2030 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 4736.37 ms
[2021-05-12 02:12:45 main:574] : INFO : Epoch 2031 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 4839.45 ms
[2021-05-12 02:12:50 main:574] : INFO : Epoch 2032 | loss: 0.0312468 | val_loss: 0.0312476 | Time: 4790.51 ms
[2021-05-12 02:12:55 main:574] : INFO : Epoch 2033 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 4814.1 ms
[2021-05-12 02:13:00 main:574] : INFO : Epoch 2034 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 4836.45 ms
[2021-05-12 02:13:05 main:574] : INFO : Epoch 2035 | loss: 0.0312458 | val_loss: 0.0312464 | Time: 4776.59 ms
[2021-05-12 02:13:10 main:574] : INFO : Epoch 2036 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 4873.11 ms
[2021-05-12 02:13:15 main:574] : INFO : Epoch 2037 | loss: 0.0312456 | val_loss: 0.0312467 | Time: 4781.37 ms
[2021-05-12 02:13:19 main:574] : INFO : Epoch 2038 | loss: 0.0312474 | val_loss: 0.031247 | Time: 4867.23 ms
[2021-05-12 02:13:24 main:574] : INFO : Epoch 2039 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 4165.82 ms
[2021-05-12 02:13:28 main:574] : INFO : Epoch 2040 | loss: 0.031247 | val_loss: 0.0312496 | Time: 3857.16 ms
[2021-05-12 02:13:32 main:574] : INFO : Epoch 2041 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 3746.48 ms
[2021-05-12 02:13:37 main:574] : INFO : Epoch 2042 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 3668.37 ms
[2021-05-12 02:13:41 main:574] : INFO : Epoch 2043 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 3630.39 ms
[2021-05-12 02:13:45 main:574] : INFO : Epoch 2044 | loss: 0.0312466 | val_loss: 0.0312488 | Time: 3770.25 ms
[2021-05-12 02:13:49 main:574] : INFO : Epoch 2045 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 4162.72 ms
[2021-05-12 02:13:54 main:574] : INFO : Epoch 2046 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 4939.85 ms
[2021-05-12 02:13:59 main:574] : INFO : Epoch 2047 | loss: 0.0312465 | val_loss: 0.031247 | Time: 4851.87 ms
[2021-05-12 02:14:04 main:574] : INFO : Epoch 2048 | loss: 0.0312477 | val_loss: 0.0312496 | Time: 4830.23 ms
[2021-05-12 02:14:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312496
[2021-05-12 02:14:04 main:603] : INFO : Saving end state to config to file
[2021-05-12 02:14:04 main:608] : INFO : Success, exiting..
02:14:04 (2284): 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)