Task 10025109
| Name | ParityModified-1639961551-32368-0_0 |
| Workunit | 7403759 |
| Created | 20 Dec 2021, 0:52:33 UTC |
| Sent | 4 Jan 2022, 12:09:51 UTC |
| Report deadline | 12 Jan 2022, 12:09:51 UTC |
| Received | 7 Jan 2022, 14:00:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 2 hours 54 min 5 sec |
| CPU time | 2 hours 19 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4945.56 ms [2022-01-07 14:16:46 main:574] : INFO : Epoch 1542 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4843.33 ms [2022-01-07 14:16:51 main:574] : INFO : Epoch 1543 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 5102.17 ms [2022-01-07 14:16:56 main:574] : INFO : Epoch 1544 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5045.29 ms [2022-01-07 14:17:01 main:574] : INFO : Epoch 1545 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 4931.37 ms [2022-01-07 14:17:06 main:574] : INFO : Epoch 1546 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 4813.34 ms [2022-01-07 14:17:11 main:574] : INFO : Epoch 1547 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 5461.26 ms [2022-01-07 14:17:17 main:574] : INFO : Epoch 1548 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 5471.18 ms [2022-01-07 14:17:22 main:574] : INFO : Epoch 1549 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 5372.6 ms [2022-01-07 14:17:27 main:574] : INFO : Epoch 1550 | loss: 0.03125 | val_loss: 0.0312498 | Time: 5319.81 ms [2022-01-07 14:17:33 main:574] : INFO : Epoch 1551 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 5396.51 ms [2022-01-07 14:17:38 main:574] : INFO : Epoch 1552 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5309.67 ms [2022-01-07 14:17:43 main:574] : INFO : Epoch 1553 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 5039.29 ms [2022-01-07 14:17:48 main:574] : INFO : Epoch 1554 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 4981.32 ms [2022-01-07 14:17:53 main:574] : INFO : Epoch 1555 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4879.49 ms [2022-01-07 14:17:58 main:574] : INFO : Epoch 1556 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 5003.92 ms [2022-01-07 14:18:03 main:574] : INFO : Epoch 1557 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 5108.61 ms [2022-01-07 14:18:08 main:574] : INFO : Epoch 1558 | loss: 0.031251 | val_loss: 0.0312499 | Time: 5088.67 ms [2022-01-07 14:18:13 main:574] : INFO : Epoch 1559 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4996.92 ms [2022-01-07 14:18:18 main:574] : INFO : Epoch 1560 | loss: 0.03125 | val_loss: 0.0312497 | Time: 5021.75 ms [2022-01-07 14:18:24 main:574] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.03125 | Time: 5180.18 ms [2022-01-07 14:18:28 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 4957.73 ms [2022-01-07 14:18:34 main:574] : INFO : Epoch 1563 | loss: 0.0312502 | val_loss: 0.03125 | Time: 5034.15 ms [2022-01-07 14:18:39 main:574] : INFO : Epoch 1564 | loss: 0.03125 | val_loss: 0.03125 | Time: 5006.72 ms [2022-01-07 14:18:44 main:574] : INFO : Epoch 1565 | loss: 0.03125 | val_loss: 0.03125 | Time: 5077.4 ms [2022-01-07 14:18:49 main:574] : INFO : Epoch 1566 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 5093.22 ms [2022-01-07 14:18:54 main:574] : INFO : Epoch 1567 | loss: 0.0312506 | val_loss: 0.03125 | Time: 5006.79 ms [2022-01-07 14:18:59 main:574] : INFO : Epoch 1568 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 4957.63 ms [2022-01-07 14:19:04 main:574] : INFO : Epoch 1569 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 5027.09 ms [2022-01-07 14:19:09 main:574] : INFO : Epoch 1570 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4998.62 ms [2022-01-07 14:19:14 main:574] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312498 | Time: 5009.71 ms [2022-01-07 14:19:19 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 4907.57 ms [2022-01-07 14:19:24 main:574] : INFO : Epoch 1573 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5048.32 ms [2022-01-07 14:19:29 main:574] : INFO : Epoch 1574 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4972.8 ms [2022-01-07 14:19:34 main:574] : INFO : Epoch 1575 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 5121.85 ms [2022-01-07 14:19:39 main:574] : INFO : Epoch 1576 | loss: 0.03125 | val_loss: 0.03125 | Time: 5064.39 ms [2022-01-07 14:19:44 main:574] : INFO : Epoch 1577 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 5192.2 ms [2022-01-07 14:19:49 main:574] : INFO : Epoch 1578 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 4948.97 ms [2022-01-07 14:19:54 main:574] : INFO : Epoch 1579 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4967.48 ms [2022-01-07 14:19:59 main:574] : INFO : Epoch 1580 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 5049.85 ms [2022-01-07 14:20:04 main:574] : INFO : Epoch 1581 | loss: 0.0312509 | val_loss: 0.031251 | Time: 4904.37 ms [2022-01-07 14:20:09 main:574] : INFO : Epoch 1582 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 4868.53 ms [2022-01-07 14:20:14 main:574] : INFO : Epoch 1583 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5138.3 ms [2022-01-07 14:20:20 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312498 | Time: 5113.78 ms [2022-01-07 14:20:25 main:574] : INFO : Epoch 1585 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 5068.36 ms [2022-01-07 14:20:30 main:574] : INFO : Epoch 1586 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 4980.38 ms [2022-01-07 14:20:35 main:574] : INFO : Epoch 1587 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 5059.94 ms [2022-01-07 14:20:40 main:574] : INFO : Epoch 1588 | loss: 0.03125 | val_loss: 0.03125 | Time: 4923.06 ms [2022-01-07 14:20:45 main:574] : INFO : Epoch 1589 | loss: 0.03125 | val_loss: 0.0312497 | Time: 4993.57 ms [2022-01-07 14:20:50 main:574] : INFO : Epoch 1590 | loss: 0.03125 | val_loss: 0.0312497 | Time: 5215.62 ms [2022-01-07 14:20:55 main:574] : INFO : Epoch 1591 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 5015.35 ms [2022-01-07 14:21:00 main:574] : INFO : Epoch 1592 | loss: 0.031251 | val_loss: 0.0312508 | Time: 4956.04 ms [2022-01-07 14:21:05 main:574] : INFO : Epoch 1593 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 4996.46 ms [2022-01-07 14:21:10 main:574] : INFO : Epoch 1594 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 4947.05 ms [2022-01-07 14:21:15 main:574] : INFO : Epoch 1595 | loss: 0.031251 | val_loss: 0.0312503 | Time: 4843.42 ms [2022-01-07 14:21:19 main:574] : INFO : Epoch 1596 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 4961.99 ms [2022-01-07 14:21:24 main:574] : INFO : Epoch 1597 | loss: 0.0312503 | val_loss: 0.03125 | Time: 4812.75 ms [2022-01-07 14:21:29 main:574] : INFO : Epoch 1598 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 5094.5 ms [2022-01-07 14:21:34 main:574] : INFO : Epoch 1599 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 4940.02 ms [2022-01-07 14:21:39 main:574] : INFO : Epoch 1600 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 5017.27 ms [2022-01-07 14:21:44 main:574] : INFO : Epoch 1601 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4925.63 ms [2022-01-07 14:21:49 main:574] : INFO : Epoch 1602 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 5058.79 ms [2022-01-07 14:21:54 main:574] : INFO : Epoch 1603 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5013.79 ms [2022-01-07 14:21:59 main:574] : INFO : Epoch 1604 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 5032.37 ms [2022-01-07 14:22:04 main:574] : INFO : Epoch 1605 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4994.23 ms [2022-01-07 14:22:09 main:574] : INFO : Epoch 1606 | loss: 0.03125 | val_loss: 0.0312499 | Time: 4878.78 ms [2022-01-07 14:22:14 main:574] : INFO : Epoch 1607 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 5017.43 ms [2022-01-07 14:22:19 main:574] : INFO : Epoch 1608 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 5055.48 ms [2022-01-07 14:22:24 main:574] : INFO : Epoch 1609 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 5049.55 ms [2022-01-07 14:22:30 main:574] : INFO : Epoch 1610 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 5092.89 ms [2022-01-07 14:22:35 main:574] : INFO : Epoch 1611 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 5112.36 ms [2022-01-07 14:22:40 main:574] : INFO : Epoch 1612 | loss: 0.0312515 | val_loss: 0.0312536 | Time: 4962.15 ms [2022-01-07 14:22:45 main:574] : INFO : Epoch 1613 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 5114.54 ms [2022-01-07 14:22:50 main:574] : INFO : Epoch 1614 | loss: 0.0312506 | val_loss: 0.031251 | Time: 4937.91 ms [2022-01-07 14:22:55 main:574] : INFO : Epoch 1615 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 4970.43 ms [2022-01-07 14:23:00 main:574] : INFO : Epoch 1616 | loss: 0.0312508 | val_loss: 0.0312529 | Time: 4882.46 ms [2022-01-07 14:23:05 main:574] : INFO : Epoch 1617 | loss: 0.0312523 | val_loss: 0.0312512 | Time: 5126.61 ms [2022-01-07 14:23:10 main:574] : INFO : Epoch 1618 | loss: 0.0312515 | val_loss: 0.0312498 | Time: 4988.85 ms [2022-01-07 14:23:15 main:574] : INFO : Epoch 1619 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 4937.2 ms [2022-01-07 14:23:20 main:574] : INFO : Epoch 1620 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 4880.54 ms [2022-01-07 14:23:25 main:574] : INFO : Epoch 1621 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 4920.99 ms [2022-01-07 14:23:30 main:574] : INFO : Epoch 1622 | loss: 0.03125 | val_loss: 0.0312497 | Time: 5072.21 ms [2022-01-07 14:23:35 main:574] : INFO : Epoch 1623 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 5055.32 ms [2022-01-07 14:23:40 main:574] : INFO : Epoch 1624 | loss: 0.0312501 | val_loss: 0.03125 | Time: 4902.95 ms [2022-01-07 14:23:45 main:574] : INFO : Epoch 1625 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5034.77 ms [2022-01-07 14:23:50 main:574] : INFO : Epoch 1626 | loss: 0.0312514 | val_loss: 0.03125 | Time: 4908.63 ms [2022-01-07 14:23:55 main:574] : INFO : Epoch 1627 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5055.84 ms [2022-01-07 14:24:00 main:574] : INFO : Epoch 1628 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 4979.64 ms [2022-01-07 14:24:05 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.0312506 | Time: 4960.77 ms [2022-01-07 14:24:10 main:574] : INFO : Epoch 1630 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 5071.09 ms [2022-01-07 14:24:15 main:574] : INFO : Epoch 1631 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5143.83 ms [2022-01-07 14:24:20 main:574] : INFO : Epoch 1632 | loss: 0.0312506 | val_loss: 0.03125 | Time: 5377.72 ms [2022-01-07 14:24:26 main:574] : INFO : Epoch 1633 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5243.9 ms [2022-01-07 14:24:31 main:574] : INFO : Epoch 1634 | loss: 0.0312503 | val_loss: 0.03125 | Time: 5258.08 ms [2022-01-07 14:24:36 main:574] : INFO : Epoch 1635 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5421.14 ms [2022-01-07 14:24:42 main:574] : INFO : Epoch 1636 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 5405.35 ms [2022-01-07 14:24:47 main:574] : INFO : Epoch 1637 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5314.33 ms [2022-01-07 14:24:52 main:574] : INFO : Epoch 1638 | loss: 0.03125 | val_loss: 0.0312498 | Time: 5230.68 ms [2022-01-07 14:24:57 main:574] : INFO : Epoch 1639 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 5012.45 ms [2022-01-07 14:25:02 main:574] : INFO : Epoch 1640 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4897.79 ms [2022-01-07 14:25:07 main:574] : INFO : Epoch 1641 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 4988.71 ms [2022-01-07 14:25:12 main:574] : INFO : Epoch 1642 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 5202.28 ms [2022-01-07 14:25:18 main:574] : INFO : Epoch 1643 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5162.73 ms [2022-01-07 14:25:23 main:574] : INFO : Epoch 1644 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 5189.39 ms [2022-01-07 14:25:28 main:574] : INFO : Epoch 1645 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 5075.03 ms [2022-01-07 14:25:33 main:574] : INFO : Epoch 1646 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 4964.13 ms [2022-01-07 14:25:38 main:574] : INFO : Epoch 1647 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 4950.8 ms [2022-01-07 14:25:43 main:574] : INFO : Epoch 1648 | loss: 0.03125 | val_loss: 0.0312497 | Time: 5053.33 ms [2022-01-07 14:25:48 main:574] : INFO : Epoch 1649 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 5069.68 ms [2022-01-07 14:25:53 main:574] : INFO : Epoch 1650 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 5000.4 ms [2022-01-07 14:25:58 main:574] : INFO : Epoch 1651 | loss: 0.0312517 | val_loss: 0.0312499 | Time: 4980.62 ms [2022-01-07 14:26:03 main:574] : INFO : Epoch 1652 | loss: 0.0312515 | val_loss: 0.03125 | Time: 5043.56 ms [2022-01-07 14:26:08 main:574] : INFO : Epoch 1653 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 4998.66 ms [2022-01-07 14:26:13 main:574] : INFO : Epoch 1654 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 5046.99 ms [2022-01-07 14:26:18 main:574] : INFO : Epoch 1655 | loss: 0.0312507 | val_loss: 0.0312544 | Time: 4973.39 ms [2022-01-07 14:26:23 main:574] : INFO : Epoch 1656 | loss: 0.0312512 | val_loss: 0.03125 | Time: 4998 ms [2022-01-07 14:26:28 main:574] : INFO : Epoch 1657 | loss: 0.0312499 | val_loss: 0.03125 | Time: 5107.02 ms [2022-01-07 14:26:34 main:574] : INFO : Epoch 1658 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 5046.83 ms [2022-01-07 14:26:38 main:574] : INFO : Epoch 1659 | loss: 0.03125 | val_loss: 0.0312497 | Time: 4951.02 ms [2022-01-07 14:26:44 main:574] : INFO : Epoch 1660 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 5198.17 ms [2022-01-07 14:26:49 main:574] : INFO : Epoch 1661 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 5017.1 ms [2022-01-07 14:26:54 main:574] : INFO : Epoch 1662 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 5089.32 ms [2022-01-07 14:26:59 main:574] : INFO : Epoch 1663 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 5091.22 ms [2022-01-07 14:27:04 main:574] : INFO : Epoch 1664 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 5094.85 ms [2022-01-07 14:27:09 main:574] : INFO : Epoch 1665 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4978.79 ms [2022-01-07 14:27:14 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 5317.56 ms [2022-01-07 14:27:20 main:574] : INFO : Epoch 1667 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 5436.45 ms [2022-01-07 14:27:25 main:574] : INFO : Epoch 1668 | loss: 0.03125 | val_loss: 0.0312495 | Time: 5268.4 ms [2022-01-07 14:27:30 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5386.32 ms [2022-01-07 14:27:36 main:574] : INFO : Epoch 1670 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 5252.34 ms [2022-01-07 14:27:41 main:574] : INFO : Epoch 1671 | loss: 0.031252 | val_loss: 0.0312505 | Time: 5305.21 ms [2022-01-07 14:27:46 main:574] : INFO : Epoch 1672 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 5154.27 ms [2022-01-07 14:27:51 main:574] : INFO : Epoch 1673 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 5043.67 ms [2022-01-07 14:27:56 main:574] : INFO : Epoch 1674 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 4882.27 ms [2022-01-07 14:28:01 main:574] : INFO : Epoch 1675 | loss: 0.03125 | val_loss: 0.0312496 | Time: 4989.79 ms [2022-01-07 14:28:06 main:574] : INFO : Epoch 1676 | loss: 0.03125 | val_loss: 0.0312495 | Time: 5030.86 ms [2022-01-07 14:28:11 main:574] : INFO : Epoch 1677 | loss: 0.0312499 | val_loss: 0.03125 | Time: 4964.22 ms [2022-01-07 14:28:16 main:574] : INFO : Epoch 1678 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5017.96 ms [2022-01-07 14:28:21 main:574] : INFO : Epoch 1679 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 5126.8 ms [2022-01-07 14:28:26 main:574] : INFO : Epoch 1680 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4868.53 ms [2022-01-07 14:28:31 main:574] : INFO : Epoch 1681 | loss: 0.0312515 | val_loss: 0.0312497 | Time: 5062.25 ms [2022-01-07 14:28:36 main:574] : INFO : Epoch 1682 | loss: 0.0312516 | val_loss: 0.03125 | Time: 5083.6 ms [2022-01-07 14:28:41 main:574] : INFO : Epoch 1683 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5126.81 ms [2022-01-07 14:28:46 main:574] : INFO : Epoch 1684 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 5124.91 ms [2022-01-07 14:28:51 main:574] : INFO : Epoch 1685 | loss: 0.03125 | val_loss: 0.0312495 | Time: 5012.7 ms [2022-01-07 14:28:56 main:574] : INFO : Epoch 1686 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 5015.64 ms [2022-01-07 14:29:02 main:574] : INFO : Epoch 1687 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 5039.54 ms [2022-01-07 14:29:07 main:574] : INFO : Epoch 1688 | loss: 0.0312504 | val_loss: 0.031251 | Time: 5127.99 ms [2022-01-07 14:29:12 main:574] : INFO : Epoch 1689 | loss: 0.031251 | val_loss: 0.0312498 | Time: 4986.24 ms [2022-01-07 14:29:17 main:574] : INFO : Epoch 1690 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 5080.97 ms [2022-01-07 14:29:22 main:574] : INFO : Epoch 1691 | loss: 0.0312515 | val_loss: 0.0312497 | Time: 5103.03 ms [2022-01-07 14:29:27 main:574] : INFO : Epoch 1692 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 5085.23 ms [2022-01-07 14:29:32 main:574] : INFO : Epoch 1693 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 5108.63 ms [2022-01-07 14:29:38 main:574] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 5054.41 ms [2022-01-07 14:29:43 main:574] : INFO : Epoch 1695 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 5038.22 ms [2022-01-07 14:29:48 main:574] : INFO : Epoch 1696 | loss: 0.031251 | val_loss: 0.0312501 | Time: 5083.53 ms [2022-01-07 14:29:53 main:574] : INFO : Epoch 1697 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 5107 ms [2022-01-07 14:29:58 main:574] : INFO : Epoch 1698 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 5239.66 ms [2022-01-07 14:30:03 main:574] : INFO : Epoch 1699 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 4996.96 ms [2022-01-07 14:30:08 main:574] : INFO : Epoch 1700 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 5060.84 ms [2022-01-07 14:30:13 main:574] : INFO : Epoch 1701 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 5095.34 ms [2022-01-07 14:30:18 main:574] : INFO : Epoch 1702 | loss: 0.03125 | val_loss: 0.0312495 | Time: 5132.8 ms [2022-01-07 14:30:23 main:574] : INFO : Epoch 1703 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 5059.94 ms [2022-01-07 14:30:29 main:574] : INFO : Epoch 1704 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 5169.93 ms [2022-01-07 14:30:34 main:574] : INFO : Epoch 1705 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 4964.07 ms [2022-01-07 14:30:39 main:574] : INFO : Epoch 1706 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 5092.37 ms [2022-01-07 14:30:44 main:574] : INFO : Epoch 1707 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 5142.92 ms [2022-01-07 14:30:49 main:574] : INFO : Epoch 1708 | loss: 0.03125 | val_loss: 0.0312495 | Time: 5035.89 ms [2022-01-07 14:30:54 main:574] : INFO : Epoch 1709 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 5123.74 ms [2022-01-07 14:30:59 main:574] : INFO : Epoch 1710 | loss: 0.0312508 | val_loss: 0.0312495 | Time: 4907.92 ms [2022-01-07 14:31:04 main:574] : INFO : Epoch 1711 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 4883.25 ms [2022-01-07 14:31:09 main:574] : INFO : Epoch 1712 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 5134.64 ms [2022-01-07 14:31:14 main:574] : INFO : Epoch 1713 | loss: 0.0312515 | val_loss: 0.03125 | Time: 5125.66 ms [2022-01-07 14:31:19 main:574] : INFO : Epoch 1714 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 4877.1 ms [2022-01-07 14:31:24 main:574] : INFO : Epoch 1715 | loss: 0.0312511 | val_loss: 0.03125 | Time: 5203.79 ms [2022-01-07 14:31:29 main:574] : INFO : Epoch 1716 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 5098.61 ms [2022-01-07 14:31:34 main:574] : INFO : Epoch 1717 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 4875.1 ms [2022-01-07 14:31:39 main:574] : INFO : Epoch 1718 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 4999.95 ms [2022-01-07 14:31:44 main:574] : INFO : Epoch 1719 | loss: 0.0312521 | val_loss: 0.0312499 | Time: 5041.94 ms [2022-01-07 14:31:49 main:574] : INFO : Epoch 1720 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 5152.79 ms [2022-01-07 14:31:54 main:574] : INFO : Epoch 1721 | loss: 0.0312517 | val_loss: 0.0312518 | Time: 4815.93 ms [2022-01-07 14:31:59 main:574] : INFO : Epoch 1722 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 5123.55 ms [2022-01-07 14:32:04 main:574] : INFO : Epoch 1723 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 5039.06 ms [2022-01-07 14:32:09 main:574] : INFO : Epoch 1724 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 5133.35 ms [2022-01-07 14:32:14 main:574] : INFO : Epoch 1725 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 4897.63 ms [2022-01-07 14:32:19 main:574] : INFO : Epoch 1726 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 5013.77 ms [2022-01-07 14:32:24 main:574] : INFO : Epoch 1727 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 4909.48 ms [2022-01-07 14:32:29 main:574] : INFO : Epoch 1728 | loss: 0.0312527 | val_loss: 0.0312541 | Time: 4935.96 ms [2022-01-07 14:32:34 main:574] : INFO : Epoch 1729 | loss: 0.0312556 | val_loss: 0.0312498 | Time: 4964.83 ms [2022-01-07 14:32:39 main:574] : INFO : Epoch 1730 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 5058.03 ms [2022-01-07 14:32:44 main:574] : INFO : Epoch 1731 | loss: 0.03125 | val_loss: 0.0312497 | Time: 5015 ms [2022-01-07 14:32:49 main:574] : INFO : Epoch 1732 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 4930.13 ms [2022-01-07 14:32:54 main:574] : INFO : Epoch 1733 | loss: 0.0312506 | val_loss: 0.031251 | Time: 5034.75 ms [2022-01-07 14:33:00 main:574] : INFO : Epoch 1734 | loss: 0.0312507 | val_loss: 0.03125 | Time: 5029.99 ms [2022-01-07 14:33:04 main:574] : INFO : Epoch 1735 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 4888.49 ms [2022-01-07 14:33:09 main:574] : INFO : Epoch 1736 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 4933.33 ms [2022-01-07 14:33:15 main:574] : INFO : Epoch 1737 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 5211.09 ms [2022-01-07 14:33:20 main:574] : INFO : Epoch 1738 | loss: 0.03125 | val_loss: 0.0312497 | Time: 5001.58 ms [2022-01-07 14:33:25 main:574] : INFO : Epoch 1739 | loss: 0.03125 | val_loss: 0.0312496 | Time: 5179.18 ms [2022-01-07 14:33:30 main:574] : INFO : Epoch 1740 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 5129.38 ms [2022-01-07 14:33:35 main:574] : INFO : Epoch 1741 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 5051.34 ms [2022-01-07 14:33:40 main:574] : INFO : Epoch 1742 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 5024.88 ms [2022-01-07 14:33:45 main:574] : INFO : Epoch 1743 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 5165.2 ms [2022-01-07 14:33:50 main:574] : INFO : Epoch 1744 | loss: 0.0312511 | val_loss: 0.0312541 | Time: 5257.72 ms [2022-01-07 14:33:56 main:574] : INFO : Epoch 1745 | loss: 0.031252 | val_loss: 0.0312516 | Time: 5277 ms [2022-01-07 14:34:01 main:574] : INFO : Epoch 1746 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 5242.58 ms [2022-01-07 14:34:06 main:574] : INFO : Epoch 1747 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 5092.36 ms [2022-01-07 14:34:11 main:574] : INFO : Epoch 1748 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 5008.39 ms [2022-01-07 14:34:16 main:574] : INFO : Epoch 1749 | loss: 0.0312504 | val_loss: 0.03125 | Time: 5033.98 ms [2022-01-07 14:34:21 main:574] : INFO : Epoch 1750 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 5109.95 ms [2022-01-07 14:34:26 main:574] : INFO : Epoch 1751 | loss: 0.0312501 | val_loss: 0.03125 | Time: 5099.22 ms [2022-01-07 14:34:31 main:574] : INFO : Epoch 1752 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 5104.56 ms [2022-01-07 14:34:36 main:574] : INFO : Epoch 1753 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 5018.95 ms [2022-01-07 14:34:41 main:574] : INFO : Epoch 1754 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4952.49 ms [2022-01-07 14:34:46 main:574] : INFO : Epoch 1755 | loss: 0.03125 | val_loss: 0.0312497 | Time: 4955.03 ms [2022-01-07 14:34:51 main:574] : INFO : Epoch 1756 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 5078.01 ms [2022-01-07 14:34:56 main:574] : INFO : Epoch 1757 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 5007.86 ms [2022-01-07 14:35:01 main:574] : INFO : Epoch 1758 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 4968.13 ms [2022-01-07 14:35:06 main:574] : INFO : Epoch 1759 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 4962.76 ms [2022-01-07 14:35:12 main:574] : INFO : Epoch 1760 | loss: 0.0312504 | val_loss: 0.03125 | Time: 5197.89 ms [2022-01-07 14:35:17 main:574] : INFO : Epoch 1761 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5129.18 ms [2022-01-07 14:35:22 main:574] : INFO : Epoch 1762 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 5181.78 ms [2022-01-07 14:35:27 main:574] : INFO : Epoch 1763 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 5011.75 ms [2022-01-07 14:35:32 main:574] : INFO : Epoch 1764 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5114.97 ms [2022-01-07 14:35:37 main:574] : INFO : Epoch 1765 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 5375.04 ms [2022-01-07 14:35:43 main:574] : INFO : Epoch 1766 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 5163.69 ms [2022-01-07 14:35:48 main:574] : INFO : Epoch 1767 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5104.28 ms [2022-01-07 14:35:53 main:574] : INFO : Epoch 1768 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 5229.92 ms [2022-01-07 14:35:58 main:574] : INFO : Epoch 1769 | loss: 0.03125 | val_loss: 0.0312498 | Time: 5070.13 ms [2022-01-07 14:36:03 main:574] : INFO : Epoch 1770 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 5188.68 ms [2022-01-07 14:36:09 main:574] : INFO : Epoch 1771 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 5308.88 ms [2022-01-07 14:36:14 main:574] : INFO : Epoch 1772 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5279.16 ms [2022-01-07 14:36:19 main:574] : INFO : Epoch 1773 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 5152.92 ms [2022-01-07 14:36:24 main:574] : INFO : Epoch 1774 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5022.43 ms [2022-01-07 14:36:30 main:574] : INFO : Epoch 1775 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 5347.12 ms [2022-01-07 14:36:35 main:574] : INFO : Epoch 1776 | loss: 0.0312504 | val_loss: 0.031251 | Time: 5402.24 ms [2022-01-07 14:36:40 main:574] : INFO : Epoch 1777 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 4993.25 ms [2022-01-07 14:36:46 main:574] : INFO : Epoch 1778 | loss: 0.0312515 | val_loss: 0.0312499 | Time: 5407.09 ms [2022-01-07 14:36:51 main:574] : INFO : Epoch 1779 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 5489.59 ms [2022-01-07 14:36:56 main:574] : INFO : Epoch 1780 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 5371.19 ms [2022-01-07 14:37:02 main:574] : INFO : Epoch 1781 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 5284.73 ms [2022-01-07 14:37:07 main:574] : INFO : Epoch 1782 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 5353.65 ms [2022-01-07 14:37:13 main:574] : INFO : Epoch 1783 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 5417.27 ms [2022-01-07 14:37:18 main:574] : INFO : Epoch 1784 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 5507.51 ms [2022-01-07 14:37:23 main:574] : INFO : Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 5378.04 ms [2022-01-07 14:37:29 main:574] : INFO : Epoch 1786 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 5382.63 ms [2022-01-07 14:37:34 main:574] : INFO : Epoch 1787 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5388.57 ms [2022-01-07 14:37:40 main:574] : INFO : Epoch 1788 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 5351.56 ms [2022-01-07 14:37:45 main:574] : INFO : Epoch 1789 | loss: 0.0312514 | val_loss: 0.0312494 | Time: 5275.37 ms [2022-01-07 14:37:50 main:574] : INFO : Epoch 1790 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 4988.44 ms [2022-01-07 14:37:55 main:574] : INFO : Epoch 1791 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 4921.92 ms [2022-01-07 14:38:00 main:574] : INFO : Epoch 1792 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 5197.47 ms [2022-01-07 14:38:05 main:574] : INFO : Epoch 1793 | loss: 0.03125 | val_loss: 0.0312495 | Time: 4949.93 ms [2022-01-07 14:38:10 main:574] : INFO : Epoch 1794 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 4691.42 ms [2022-01-07 14:38:15 main:574] : INFO : Epoch 1795 | loss: 0.0312517 | val_loss: 0.0312496 | Time: 4943.35 ms [2022-01-07 14:38:20 main:574] : INFO : Epoch 1796 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 5006.99 ms [2022-01-07 14:38:25 main:574] : INFO : Epoch 1797 | loss: 0.0312505 | val_loss: 0.03125 | Time: 5028.02 ms [2022-01-07 14:38:29 main:574] : INFO : Epoch 1798 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 4896.35 ms [2022-01-07 14:38:35 main:574] : INFO : Epoch 1799 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 5067.56 ms [2022-01-07 14:38:40 main:574] : INFO : Epoch 1800 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 5157.74 ms [2022-01-07 14:38:45 main:574] : INFO : Epoch 1801 | loss: 0.0312516 | val_loss: 0.0312498 | Time: 4927.3 ms [2022-01-07 14:38:50 main:574] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 5039.45 ms [2022-01-07 14:38:55 main:574] : INFO : Epoch 1803 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 4982.77 ms [2022-01-07 14:39:00 main:574] : INFO : Epoch 1804 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 5241.63 ms [2022-01-07 14:39:05 main:574] : INFO : Epoch 1805 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 5246.22 ms [2022-01-07 14:39:10 main:574] : INFO : Epoch 1806 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 4983.8 ms [2022-01-07 14:39:15 main:574] : INFO : Epoch 1807 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 4988.33 ms [2022-01-07 14:39:20 main:574] : INFO : Epoch 1808 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 4984 ms [2022-01-07 14:39:25 main:574] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5031.9 ms [2022-01-07 14:39:30 main:574] : INFO : Epoch 1810 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 5040.52 ms [2022-01-07 14:39:35 main:574] : INFO : Epoch 1811 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5028.38 ms [2022-01-07 14:39:41 main:574] : INFO : Epoch 1812 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4965.99 ms [2022-01-07 14:39:46 main:574] : INFO : Epoch 1813 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 5095.46 ms [2022-01-07 14:39:51 main:574] : INFO : Epoch 1814 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 5154.93 ms [2022-01-07 14:39:56 main:574] : INFO : Epoch 1815 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 5152.45 ms [2022-01-07 14:40:01 main:574] : INFO : Epoch 1816 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4936.9 ms [2022-01-07 14:40:06 main:574] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 5024.79 ms [2022-01-07 14:40:11 main:574] : INFO : Epoch 1818 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 4984.42 ms [2022-01-07 14:40:16 main:574] : INFO : Epoch 1819 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 5044.74 ms [2022-01-07 14:40:21 main:574] : INFO : Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5044.05 ms [2022-01-07 14:40:26 main:574] : INFO : Epoch 1821 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 4955.01 ms [2022-01-07 14:40:31 main:574] : INFO : Epoch 1822 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 5140.06 ms [2022-01-07 14:40:36 main:574] : INFO : Epoch 1823 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 5014.83 ms [2022-01-07 14:40:41 main:574] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5130.05 ms [2022-01-07 14:40:46 main:574] : INFO : Epoch 1825 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 5048.36 ms [2022-01-07 14:40:52 main:574] : INFO : Epoch 1826 | loss: 0.03125 | val_loss: 0.0312496 | Time: 5287.99 ms [2022-01-07 14:40:57 main:574] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 5091.08 ms [2022-01-07 14:41:02 main:574] : INFO : Epoch 1828 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 4912.57 ms [2022-01-07 14:41:07 main:574] : INFO : Epoch 1829 | loss: 0.0312531 | val_loss: 0.0312532 | Time: 4980.31 ms [2022-01-07 14:41:12 main:574] : INFO : Epoch 1830 | loss: 0.0312516 | val_loss: 0.03125 | Time: 5154.56 ms [2022-01-07 14:41:17 main:574] : INFO : Epoch 1831 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 5035.04 ms [2022-01-07 14:41:22 main:574] : INFO : Epoch 1832 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 4981.68 ms [2022-01-07 14:41:27 main:574] : INFO : Epoch 1833 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 5053.23 ms [2022-01-07 14:41:32 main:574] : INFO : Epoch 1834 | loss: 0.03125 | val_loss: 0.0312494 | Time: 4968.45 ms [2022-01-07 14:41:37 main:574] : INFO : Epoch 1835 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 5068.29 ms [2022-01-07 14:41:42 main:574] : INFO : Epoch 1836 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 5112.81 ms [2022-01-07 14:41:47 main:574] : INFO : Epoch 1837 | loss: 0.0312507 | val_loss: 0.0312531 | Time: 4860.05 ms [2022-01-07 14:41:52 main:574] : INFO : Epoch 1838 | loss: 0.0312532 | val_loss: 0.0312498 | Time: 5058.99 ms [2022-01-07 14:41:57 main:574] : INFO : Epoch 1839 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 5040.61 ms [2022-01-07 14:42:02 main:574] : INFO : Epoch 1840 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 5039.64 ms [2022-01-07 14:42:07 main:574] : INFO : Epoch 1841 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 5125.35 ms [2022-01-07 14:42:12 main:574] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 4984.59 ms [2022-01-07 14:42:17 main:574] : INFO : Epoch 1843 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 4900.56 ms [2022-01-07 14:42:22 main:574] : INFO : Epoch 1844 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 5042.94 ms [2022-01-07 14:42:27 main:574] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 4944.54 ms [2022-01-07 14:42:32 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 4938.44 ms [2022-01-07 14:42:37 main:574] : INFO : Epoch 1847 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 4830.73 ms [2022-01-07 14:42:42 main:574] : INFO : Epoch 1848 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5119.14 ms [2022-01-07 14:42:47 main:574] : INFO : Epoch 1849 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 4984.07 ms [2022-01-07 14:42:52 main:574] : INFO : Epoch 1850 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 4922.44 ms [2022-01-07 14:42:57 main:574] : INFO : Epoch 1851 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5074.49 ms [2022-01-07 14:43:02 main:574] : INFO : Epoch 1852 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 4990.3 ms [2022-01-07 14:43:07 main:574] : INFO : Epoch 1853 | loss: 0.03125 | val_loss: 0.03125 | Time: 5061.46 ms [2022-01-07 14:43:12 main:574] : INFO : Epoch 1854 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 4868.15 ms [2022-01-07 14:43:17 main:574] : INFO : Epoch 1855 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 5021.73 ms [2022-01-07 14:43:22 main:574] : INFO : Epoch 1856 | loss: 0.03125 | val_loss: 0.0312496 | Time: 5113.55 ms [2022-01-07 14:43:28 main:574] : INFO : Epoch 1857 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5123.57 ms [2022-01-07 14:43:33 main:574] : INFO : Epoch 1858 | loss: 0.0312502 | val_loss: 0.03125 | Time: 5068.35 ms [2022-01-07 14:43:38 main:574] : INFO : Epoch 1859 | loss: 0.031251 | val_loss: 0.0312515 | Time: 4976.43 ms [2022-01-07 14:43:43 main:574] : INFO : Epoch 1860 | loss: 0.0312526 | val_loss: 0.0312498 | Time: 5072.34 ms [2022-01-07 14:43:48 main:574] : INFO : Epoch 1861 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 5024 ms [2022-01-07 14:43:53 main:574] : INFO : Epoch 1862 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 5109.36 ms [2022-01-07 14:43:58 main:574] : INFO : Epoch 1863 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 4942.13 ms [2022-01-07 14:44:03 main:574] : INFO : Epoch 1864 | loss: 0.0312522 | val_loss: 0.031251 | Time: 5052.74 ms [2022-01-07 14:44:08 main:574] : INFO : Epoch 1865 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 5006.36 ms [2022-01-07 14:44:13 main:574] : INFO : Epoch 1866 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 4871.98 ms [2022-01-07 14:44:18 main:574] : INFO : Epoch 1867 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 5110.02 ms [2022-01-07 14:44:23 main:574] : INFO : Epoch 1868 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 5097.83 ms [2022-01-07 14:44:28 main:574] : INFO : Epoch 1869 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 5011.09 ms [2022-01-07 14:44:33 main:574] : INFO : Epoch 1870 | loss: 0.03125 | val_loss: 0.0312496 | Time: 5092.28 ms [2022-01-07 14:44:38 main:574] : INFO : Epoch 1871 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 4911.2 ms [2022-01-07 14:44:43 main:574] : INFO : Epoch 1872 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 4943.72 ms [2022-01-07 14:44:48 main:574] : INFO : Epoch 1873 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 4949.55 ms [2022-01-07 14:44:53 main:574] : INFO : Epoch 1874 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 4940.31 ms [2022-01-07 14:44:58 main:574] : INFO : Epoch 1875 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 4844.28 ms [2022-01-07 14:45:03 main:574] : INFO : Epoch 1876 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 5010.63 ms [2022-01-07 14:45:08 main:574] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 4931 ms [2022-01-07 14:45:13 main:574] : INFO : Epoch 1878 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 4983.06 ms [2022-01-07 14:45:18 main:574] : INFO : Epoch 1879 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 5221.55 ms [2022-01-07 14:45:23 main:574] : INFO : Epoch 1880 | loss: 0.031251 | val_loss: 0.0312507 | Time: 5017.63 ms [2022-01-07 14:45:28 main:574] : INFO : Epoch 1881 | loss: 0.0312513 | val_loss: 0.0312543 | Time: 5060.55 ms [2022-01-07 14:45:33 main:574] : INFO : Epoch 1882 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 4924.46 ms [2022-01-07 14:45:38 main:574] : INFO : Epoch 1883 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 4878.28 ms [2022-01-07 14:45:43 main:574] : INFO : Epoch 1884 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 5000.28 ms [2022-01-07 14:45:48 main:574] : INFO : Epoch 1885 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 4791.75 ms [2022-01-07 14:45:53 main:574] : INFO : Epoch 1886 | loss: 0.0312505 | val_loss: 0.03125 | Time: 5038.97 ms [2022-01-07 14:45:58 main:574] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 4961.73 ms [2022-01-07 14:46:02 main:574] : INFO : Epoch 1888 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 4967.81 ms [2022-01-07 14:46:07 main:574] : INFO : Epoch 1889 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 4997.63 ms [2022-01-07 14:46:13 main:574] : INFO : Epoch 1890 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5093.66 ms [2022-01-07 14:46:17 main:574] : INFO : Epoch 1891 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 4822.26 ms [2022-01-07 14:46:23 main:574] : INFO : Epoch 1892 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 4889.63 ms [2022-01-07 14:46:28 main:574] : INFO : Epoch 1893 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 4937.7 ms [2022-01-07 14:46:33 main:574] : INFO : Epoch 1894 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 5059.87 ms [2022-01-07 14:46:38 main:574] : INFO : Epoch 1895 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 4969.6 ms [2022-01-07 14:46:43 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 4954.56 ms [2022-01-07 14:46:47 main:574] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 4805.19 ms [2022-01-07 14:46:52 main:574] : INFO : Epoch 1898 | loss: 0.03125 | val_loss: 0.0312493 | Time: 4938.78 ms [2022-01-07 14:46:57 main:574] : INFO : Epoch 1899 | loss: 0.03125 | val_loss: 0.0312493 | Time: 4936.63 ms [2022-01-07 14:47:02 main:574] : INFO : Epoch 1900 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 5032.74 ms [2022-01-07 14:47:07 main:574] : INFO : Epoch 1901 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 5011.02 ms [2022-01-07 14:47:12 main:574] : INFO : Epoch 1902 | loss: 0.0312502 | val_loss: 0.03125 | Time: 4981.12 ms [2022-01-07 14:47:17 main:574] : INFO : Epoch 1903 | loss: 0.03125 | val_loss: 0.0312494 | Time: 5002.25 ms [2022-01-07 14:47:22 main:574] : INFO : Epoch 1904 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 5057.55 ms [2022-01-07 14:47:27 main:574] : INFO : Epoch 1905 | loss: 0.03125 | val_loss: 0.0312492 | Time: 5063.66 ms [2022-01-07 14:47:32 main:574] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 4984.56 ms [2022-01-07 14:47:37 main:574] : INFO : Epoch 1907 | loss: 0.03125 | val_loss: 0.0312502 | Time: 4989.18 ms [2022-01-07 14:47:43 main:574] : INFO : Epoch 1908 | loss: 0.0312505 | val_loss: 0.031251 | Time: 5094.43 ms [2022-01-07 14:47:48 main:574] : INFO : Epoch 1909 | loss: 0.031251 | val_loss: 0.0312496 | Time: 5040.84 ms [2022-01-07 14:47:53 main:574] : INFO : Epoch 1910 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4936.79 ms [2022-01-07 14:47:58 main:574] : INFO : Epoch 1911 | loss: 0.03125 | val_loss: 0.0312493 | Time: 5146.05 ms [2022-01-07 14:48:03 main:574] : INFO : Epoch 1912 | loss: 0.03125 | val_loss: 0.0312498 | Time: 5132.41 ms [2022-01-07 14:48:08 main:574] : INFO : Epoch 1913 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 4814.7 ms [2022-01-07 14:48:13 main:574] : INFO : Epoch 1914 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5048.52 ms [2022-01-07 14:48:18 main:574] : INFO : Epoch 1915 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 5023.34 ms [2022-01-07 14:48:23 main:574] : INFO : Epoch 1916 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 5065.35 ms [2022-01-07 14:48:28 main:574] : INFO : Epoch 1917 | loss: 0.0312503 | val_loss: 0.0312535 | Time: 5078.92 ms [2022-01-07 14:48:33 main:574] : INFO : Epoch 1918 | loss: 0.0312516 | val_loss: 0.03125 | Time: 4954.39 ms [2022-01-07 14:48:38 main:574] : INFO : Epoch 1919 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 5149.32 ms [2022-01-07 14:48:43 main:574] : INFO : Epoch 1920 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 4915.21 ms [2022-01-07 14:48:48 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312498 | Time: 5069.9 ms [2022-01-07 14:48:53 main:574] : INFO : Epoch 1922 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 5112 ms [2022-01-07 14:48:58 main:574] : INFO : Epoch 1923 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 4800.13 ms [2022-01-07 14:49:03 main:574] : INFO : Epoch 1924 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 4984.72 ms [2022-01-07 14:49:08 main:574] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 5183.32 ms [2022-01-07 14:49:13 main:574] : INFO : Epoch 1926 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 5085.64 ms [2022-01-07 14:49:18 main:574] : INFO : Epoch 1927 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 5011.95 ms [2022-01-07 14:49:23 main:574] : INFO : Epoch 1928 | loss: 0.031251 | val_loss: 0.0312501 | Time: 4983.92 ms [2022-01-07 14:49:28 main:574] : INFO : Epoch 1929 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 4950.07 ms [2022-01-07 14:49:33 main:574] : INFO : Epoch 1930 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 5043.46 ms [2022-01-07 14:49:38 main:574] : INFO : Epoch 1931 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 4970.46 ms [2022-01-07 14:49:43 main:574] : INFO : Epoch 1932 | loss: 0.0312508 | val_loss: 0.031251 | Time: 4805.5 ms [2022-01-07 14:49:48 main:574] : INFO : Epoch 1933 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 5174.78 ms [2022-01-07 14:49:54 main:574] : INFO : Epoch 1934 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 5089.11 ms [2022-01-07 14:49:59 main:574] : INFO : Epoch 1935 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 5088.67 ms [2022-01-07 14:50:04 main:574] : INFO : Epoch 1936 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5014.44 ms [2022-01-07 14:50:09 main:574] : INFO : Epoch 1937 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 5149.24 ms [2022-01-07 14:50:14 main:574] : INFO : Epoch 1938 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 5079.11 ms [2022-01-07 14:50:19 main:574] : INFO : Epoch 1939 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 5131.18 ms [2022-01-07 14:50:24 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 5035.05 ms [2022-01-07 14:50:29 main:574] : INFO : Epoch 1941 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 4956.35 ms [2022-01-07 14:50:34 main:574] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 4910.03 ms [2022-01-07 14:50:39 main:574] : INFO : Epoch 1943 | loss: 0.0312507 | val_loss: 0.03125 | Time: 4999.43 ms [2022-01-07 14:50:44 main:574] : INFO : Epoch 1944 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 5028.81 ms [2022-01-07 14:50:46 main:574] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1875.49 ms [2022-01-07 14:50:48 main:574] : INFO : Epoch 1946 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1852.01 ms [2022-01-07 14:50:50 main:574] : INFO : Epoch 1947 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1843.11 ms [2022-01-07 14:50:52 main:574] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1981.24 ms [2022-01-07 14:50:54 main:574] : INFO : Epoch 1949 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2908.14 ms [2022-01-07 14:50:59 main:574] : INFO : Epoch 1950 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 5035.12 ms [2022-01-07 14:51:05 main:574] : INFO : Epoch 1951 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5138.1 ms [2022-01-07 14:51:10 main:574] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.0312492 | Time: 5158.55 ms [2022-01-07 14:51:13 main:574] : INFO : Epoch 1953 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 3516.97 ms [2022-01-07 14:51:18 main:574] : INFO : Epoch 1954 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 4712.38 ms [2022-01-07 14:51:23 main:574] : INFO : Epoch 1955 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 5127.3 ms [2022-01-07 14:51:28 main:574] : INFO : Epoch 1956 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 5166.7 ms [2022-01-07 14:51:34 main:574] : INFO : Epoch 1957 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 5256.23 ms [2022-01-07 14:51:39 main:574] : INFO : Epoch 1958 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 5194.25 ms [2022-01-07 14:51:44 main:574] : INFO : Epoch 1959 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 5197.19 ms [2022-01-07 14:51:49 main:574] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5300.96 ms [2022-01-07 14:51:54 main:574] : INFO : Epoch 1961 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 5115.71 ms [2022-01-07 14:51:59 main:574] : INFO : Epoch 1962 | loss: 0.0312502 | val_loss: 0.03125 | Time: 5076.33 ms [2022-01-07 14:52:05 main:574] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312494 | Time: 5153.91 ms [2022-01-07 14:52:10 main:574] : INFO : Epoch 1964 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 5137.21 ms [2022-01-07 14:52:15 main:574] : INFO : Epoch 1965 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 5173.99 ms [2022-01-07 14:52:20 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5049.26 ms [2022-01-07 14:52:25 main:574] : INFO : Epoch 1967 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5202.42 ms [2022-01-07 14:52:30 main:574] : INFO : Epoch 1968 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 5147.1 ms [2022-01-07 14:52:36 main:574] : INFO : Epoch 1969 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 5179.85 ms [2022-01-07 14:52:41 main:574] : INFO : Epoch 1970 | loss: 0.0312504 | val_loss: 0.0312492 | Time: 5026.95 ms [2022-01-07 14:52:46 main:574] : INFO : Epoch 1971 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 5117.07 ms [2022-01-07 14:52:51 main:574] : INFO : Epoch 1972 | loss: 0.031251 | val_loss: 0.0312511 | Time: 5298.54 ms [2022-01-07 14:52:56 main:574] : INFO : Epoch 1973 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 5253.14 ms [2022-01-07 14:53:02 main:574] : INFO : Epoch 1974 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 5132.02 ms [2022-01-07 14:53:07 main:574] : INFO : Epoch 1975 | loss: 0.0312508 | val_loss: 0.03125 | Time: 5264.5 ms [2022-01-07 14:53:12 main:574] : INFO : Epoch 1976 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 4987.6 ms [2022-01-07 14:53:17 main:574] : INFO : Epoch 1977 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 5126.07 ms [2022-01-07 14:53:22 main:574] : INFO : Epoch 1978 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 5136.63 ms [2022-01-07 14:53:28 main:574] : INFO : Epoch 1979 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 5256.42 ms [2022-01-07 14:53:33 main:574] : INFO : Epoch 1980 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 5162.4 ms [2022-01-07 14:53:38 main:574] : INFO : Epoch 1981 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 5218.91 ms [2022-01-07 14:53:43 main:574] : INFO : Epoch 1982 | loss: 0.0312522 | val_loss: 0.0312525 | Time: 5119.04 ms [2022-01-07 14:53:49 main:574] : INFO : Epoch 1983 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 5421.79 ms [2022-01-07 14:53:54 main:574] : INFO : Epoch 1984 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 5520.23 ms [2022-01-07 14:54:00 main:574] : INFO : Epoch 1985 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 5596.11 ms [2022-01-07 14:54:05 main:574] : INFO : Epoch 1986 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 5547.67 ms [2022-01-07 14:54:11 main:574] : INFO : Epoch 1987 | loss: 0.0312518 | val_loss: 0.0312498 | Time: 5657.91 ms [2022-01-07 14:54:16 main:574] : INFO : Epoch 1988 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 5511.71 ms [2022-01-07 14:54:22 main:574] : INFO : Epoch 1989 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 5685.35 ms [2022-01-07 14:54:28 main:574] : INFO : Epoch 1990 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 5573.25 ms [2022-01-07 14:54:33 main:574] : INFO : Epoch 1991 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 5522.8 ms [2022-01-07 14:54:39 main:574] : INFO : Epoch 1992 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 5573.73 ms [2022-01-07 14:54:44 main:574] : INFO : Epoch 1993 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 5460.03 ms [2022-01-07 14:54:50 main:574] : INFO : Epoch 1994 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 5499.02 ms [2022-01-07 14:54:55 main:574] : INFO : Epoch 1995 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 5681.66 ms [2022-01-07 14:55:01 main:574] : INFO : Epoch 1996 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 5704.34 ms [2022-01-07 14:55:07 main:574] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 5606.92 ms [2022-01-07 14:55:12 main:574] : INFO : Epoch 1998 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 5574.2 ms [2022-01-07 14:55:18 main:574] : INFO : Epoch 1999 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5704.66 ms [2022-01-07 14:55:24 main:574] : INFO : Epoch 2000 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 5668.2 ms [2022-01-07 14:55:29 main:574] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 5715.89 ms [2022-01-07 14:55:35 main:574] : INFO : Epoch 2002 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5645.04 ms [2022-01-07 14:55:41 main:574] : INFO : Epoch 2003 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 5653.53 ms [2022-01-07 14:55:46 main:574] : INFO : Epoch 2004 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 5588.89 ms [2022-01-07 14:55:52 main:574] : INFO : Epoch 2005 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 5680.05 ms [2022-01-07 14:55:58 main:574] : INFO : Epoch 2006 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 5692.15 ms [2022-01-07 14:56:03 main:574] : INFO : Epoch 2007 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 5565.07 ms [2022-01-07 14:56:09 main:574] : INFO : Epoch 2008 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5550.95 ms [2022-01-07 14:56:14 main:574] : INFO : Epoch 2009 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 5446.6 ms [2022-01-07 14:56:20 main:574] : INFO : Epoch 2010 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5672.39 ms [2022-01-07 14:56:26 main:574] : INFO : Epoch 2011 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 5575.12 ms [2022-01-07 14:56:31 main:574] : INFO : Epoch 2012 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 5561.45 ms [2022-01-07 14:56:37 main:574] : INFO : Epoch 2013 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 5597.63 ms [2022-01-07 14:56:43 main:574] : INFO : Epoch 2014 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 5565.77 ms [2022-01-07 14:56:48 main:574] : INFO : Epoch 2015 | loss: 0.0312501 | val_loss: 0.031251 | Time: 5434.6 ms [2022-01-07 14:56:54 main:574] : INFO : Epoch 2016 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 5543.31 ms [2022-01-07 14:56:59 main:574] : INFO : Epoch 2017 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 5587.38 ms [2022-01-07 14:57:05 main:574] : INFO : Epoch 2018 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 5710.49 ms [2022-01-07 14:57:10 main:574] : INFO : Epoch 2019 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 5470.21 ms [2022-01-07 14:57:16 main:574] : INFO : Epoch 2020 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 5597.19 ms [2022-01-07 14:57:22 main:574] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 5636.54 ms [2022-01-07 14:57:27 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312494 | Time: 5612.4 ms [2022-01-07 14:57:33 main:574] : INFO : Epoch 2023 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 5592.09 ms [2022-01-07 14:57:38 main:574] : INFO : Epoch 2024 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 5571.06 ms [2022-01-07 14:57:44 main:574] : INFO : Epoch 2025 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 5646.39 ms [2022-01-07 14:57:50 main:574] : INFO : Epoch 2026 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 5542.63 ms [2022-01-07 14:57:55 main:574] : INFO : Epoch 2027 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 5601.53 ms [2022-01-07 14:58:01 main:574] : INFO : Epoch 2028 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 5493.4 ms [2022-01-07 14:58:06 main:574] : INFO : Epoch 2029 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5550.96 ms [2022-01-07 14:58:12 main:574] : INFO : Epoch 2030 | loss: 0.0312505 | val_loss: 0.031253 | Time: 5496.58 ms [2022-01-07 14:58:17 main:574] : INFO : Epoch 2031 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 5587.11 ms [2022-01-07 14:58:23 main:574] : INFO : Epoch 2032 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 5708.93 ms [2022-01-07 14:58:29 main:574] : INFO : Epoch 2033 | loss: 0.0312511 | val_loss: 0.031251 | Time: 5429.71 ms [2022-01-07 14:58:34 main:574] : INFO : Epoch 2034 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 5615.85 ms [2022-01-07 14:58:40 main:574] : INFO : Epoch 2035 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 5593.16 ms [2022-01-07 14:58:45 main:574] : INFO : Epoch 2036 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5636.46 ms [2022-01-07 14:58:51 main:574] : INFO : Epoch 2037 | loss: 0.031251 | val_loss: 0.031251 | Time: 5570.22 ms [2022-01-07 14:58:57 main:574] : INFO : Epoch 2038 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 5609.2 ms [2022-01-07 14:59:02 main:574] : INFO : Epoch 2039 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 5425.2 ms [2022-01-07 14:59:07 main:574] : INFO : Epoch 2040 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 5504.81 ms [2022-01-07 14:59:13 main:574] : INFO : Epoch 2041 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 5607.63 ms [2022-01-07 14:59:19 main:574] : INFO : Epoch 2042 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 5407.35 ms [2022-01-07 14:59:24 main:574] : INFO : Epoch 2043 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 5239.94 ms [2022-01-07 14:59:29 main:574] : INFO : Epoch 2044 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 5150 ms [2022-01-07 14:59:34 main:574] : INFO : Epoch 2045 | loss: 0.03125 | val_loss: 0.0312494 | Time: 4999.79 ms [2022-01-07 14:59:39 main:574] : INFO : Epoch 2046 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 5047.94 ms [2022-01-07 14:59:45 main:574] : INFO : Epoch 2047 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 5300.67 ms [2022-01-07 14:59:50 main:574] : INFO : Epoch 2048 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 5045.14 ms [2022-01-07 14:59:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312492 [2022-01-07 14:59:50 main:603] : INFO : Saving end state to config to file [2022-01-07 14:59:50 main:608] : INFO : Success, exiting.. 14:59:50 (14720): 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)