Task 9092923
| Name | ParityModified-1636227989-8084-1_2 |
| Workunit | 6366890 |
| Created | 21 Nov 2021, 19:51:59 UTC |
| Sent | 21 Nov 2021, 20:55:55 UTC |
| Report deadline | 28 Nov 2021, 20:55:55 UTC |
| Received | 25 Nov 2021, 11:24:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16569 |
| Run time | 2 hours 59 min 39 sec |
| CPU time | 2 hours 51 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,154.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311575 | val_loss: 0.0311755 | Time: 4804.02 ms [2021-11-25 11:39:27 main:574] : INFO : Epoch 1543 | loss: 0.0311528 | val_loss: 0.031177 | Time: 4852.94 ms [2021-11-25 11:39:32 main:574] : INFO : Epoch 1544 | loss: 0.0311528 | val_loss: 0.0311766 | Time: 5089.54 ms [2021-11-25 11:39:37 main:574] : INFO : Epoch 1545 | loss: 0.0311569 | val_loss: 0.0311826 | Time: 5051.98 ms [2021-11-25 11:39:42 main:574] : INFO : Epoch 1546 | loss: 0.031157 | val_loss: 0.0311804 | Time: 4813.2 ms [2021-11-25 11:39:47 main:574] : INFO : Epoch 1547 | loss: 0.031153 | val_loss: 0.0311845 | Time: 4867.07 ms [2021-11-25 11:39:53 main:574] : INFO : Epoch 1548 | loss: 0.0311551 | val_loss: 0.0311832 | Time: 5879.7 ms [2021-11-25 11:39:59 main:574] : INFO : Epoch 1549 | loss: 0.0311583 | val_loss: 0.0311766 | Time: 5236.11 ms [2021-11-25 11:40:04 main:574] : INFO : Epoch 1550 | loss: 0.0311588 | val_loss: 0.0311804 | Time: 4967.34 ms [2021-11-25 11:40:09 main:574] : INFO : Epoch 1551 | loss: 0.0311616 | val_loss: 0.0311769 | Time: 4753.52 ms [2021-11-25 11:40:13 main:574] : INFO : Epoch 1552 | loss: 0.0311595 | val_loss: 0.0311803 | Time: 4811.69 ms [2021-11-25 11:40:18 main:574] : INFO : Epoch 1553 | loss: 0.0311555 | val_loss: 0.0311851 | Time: 5017.74 ms [2021-11-25 11:40:24 main:574] : INFO : Epoch 1554 | loss: 0.0311568 | val_loss: 0.031179 | Time: 4990.41 ms [2021-11-25 11:40:28 main:574] : INFO : Epoch 1555 | loss: 0.0311557 | val_loss: 0.0311778 | Time: 4630.54 ms [2021-11-25 11:40:33 main:574] : INFO : Epoch 1556 | loss: 0.0311577 | val_loss: 0.0311895 | Time: 4770.89 ms [2021-11-25 11:40:38 main:574] : INFO : Epoch 1557 | loss: 0.0311579 | val_loss: 0.0311758 | Time: 4877.78 ms [2021-11-25 11:40:43 main:574] : INFO : Epoch 1558 | loss: 0.0311563 | val_loss: 0.0311787 | Time: 4948.62 ms [2021-11-25 11:40:48 main:574] : INFO : Epoch 1559 | loss: 0.0311526 | val_loss: 0.0311747 | Time: 5002.92 ms [2021-11-25 11:40:53 main:574] : INFO : Epoch 1560 | loss: 0.0311517 | val_loss: 0.0311751 | Time: 4861.24 ms [2021-11-25 11:40:59 main:574] : INFO : Epoch 1561 | loss: 0.0311509 | val_loss: 0.0311789 | Time: 5484.8 ms [2021-11-25 11:41:04 main:574] : INFO : Epoch 1562 | loss: 0.0311504 | val_loss: 0.0311774 | Time: 5479.31 ms [2021-11-25 11:41:10 main:574] : INFO : Epoch 1563 | loss: 0.0311513 | val_loss: 0.0311824 | Time: 5157.88 ms [2021-11-25 11:41:15 main:574] : INFO : Epoch 1564 | loss: 0.0311514 | val_loss: 0.0311836 | Time: 4974.15 ms [2021-11-25 11:41:19 main:574] : INFO : Epoch 1565 | loss: 0.0311538 | val_loss: 0.0311789 | Time: 4857.24 ms [2021-11-25 11:41:24 main:574] : INFO : Epoch 1566 | loss: 0.0311503 | val_loss: 0.0311793 | Time: 4832.73 ms [2021-11-25 11:41:29 main:574] : INFO : Epoch 1567 | loss: 0.0311592 | val_loss: 0.0311874 | Time: 5012.35 ms [2021-11-25 11:41:35 main:574] : INFO : Epoch 1568 | loss: 0.0311651 | val_loss: 0.0311797 | Time: 5162.78 ms [2021-11-25 11:41:40 main:574] : INFO : Epoch 1569 | loss: 0.0311595 | val_loss: 0.031177 | Time: 4889.7 ms [2021-11-25 11:41:45 main:574] : INFO : Epoch 1570 | loss: 0.0311563 | val_loss: 0.031177 | Time: 4869.31 ms [2021-11-25 11:41:50 main:574] : INFO : Epoch 1571 | loss: 0.0311545 | val_loss: 0.0311738 | Time: 4912.35 ms [2021-11-25 11:41:55 main:574] : INFO : Epoch 1572 | loss: 0.0311538 | val_loss: 0.0311787 | Time: 5604.71 ms [2021-11-25 11:42:01 main:574] : INFO : Epoch 1573 | loss: 0.0311529 | val_loss: 0.0311777 | Time: 6048.04 ms [2021-11-25 11:42:07 main:574] : INFO : Epoch 1574 | loss: 0.0311527 | val_loss: 0.0311778 | Time: 5448.97 ms [2021-11-25 11:42:13 main:574] : INFO : Epoch 1575 | loss: 0.0311515 | val_loss: 0.0311781 | Time: 5677.07 ms [2021-11-25 11:42:18 main:574] : INFO : Epoch 1576 | loss: 0.0311525 | val_loss: 0.0311812 | Time: 5678.2 ms [2021-11-25 11:42:25 main:574] : INFO : Epoch 1577 | loss: 0.0311522 | val_loss: 0.0311787 | Time: 6009.26 ms [2021-11-25 11:42:30 main:574] : INFO : Epoch 1578 | loss: 0.0311521 | val_loss: 0.0311767 | Time: 5415.1 ms [2021-11-25 11:42:35 main:574] : INFO : Epoch 1579 | loss: 0.031149 | val_loss: 0.0311791 | Time: 5360.77 ms [2021-11-25 11:42:41 main:574] : INFO : Epoch 1580 | loss: 0.0311495 | val_loss: 0.0311763 | Time: 5543.47 ms [2021-11-25 11:42:47 main:574] : INFO : Epoch 1581 | loss: 0.0311487 | val_loss: 0.031179 | Time: 5929.12 ms [2021-11-25 11:42:53 main:574] : INFO : Epoch 1582 | loss: 0.0311495 | val_loss: 0.0311806 | Time: 5722.38 ms [2021-11-25 11:42:59 main:574] : INFO : Epoch 1583 | loss: 0.031151 | val_loss: 0.0311744 | Time: 5403.5 ms [2021-11-25 11:43:04 main:574] : INFO : Epoch 1584 | loss: 0.0311492 | val_loss: 0.0311828 | Time: 5307.11 ms [2021-11-25 11:43:09 main:574] : INFO : Epoch 1585 | loss: 0.031156 | val_loss: 0.0311774 | Time: 4961.64 ms [2021-11-25 11:43:14 main:574] : INFO : Epoch 1586 | loss: 0.0311543 | val_loss: 0.0311841 | Time: 4995.14 ms [2021-11-25 11:43:19 main:574] : INFO : Epoch 1587 | loss: 0.0311509 | val_loss: 0.031182 | Time: 5074.36 ms [2021-11-25 11:43:24 main:574] : INFO : Epoch 1588 | loss: 0.0311486 | val_loss: 0.0311826 | Time: 4871.22 ms [2021-11-25 11:43:29 main:574] : INFO : Epoch 1589 | loss: 0.0311488 | val_loss: 0.0311826 | Time: 4795.73 ms [2021-11-25 11:43:34 main:574] : INFO : Epoch 1590 | loss: 0.0311496 | val_loss: 0.0311815 | Time: 4883.58 ms [2021-11-25 11:43:39 main:574] : INFO : Epoch 1591 | loss: 0.0311471 | val_loss: 0.0311795 | Time: 5250.29 ms [2021-11-25 11:43:44 main:574] : INFO : Epoch 1592 | loss: 0.031147 | val_loss: 0.0311816 | Time: 4858.19 ms [2021-11-25 11:43:49 main:574] : INFO : Epoch 1593 | loss: 0.0311503 | val_loss: 0.0311902 | Time: 4808.86 ms [2021-11-25 11:43:54 main:574] : INFO : Epoch 1594 | loss: 0.0311523 | val_loss: 0.0311823 | Time: 4803.36 ms [2021-11-25 11:43:59 main:574] : INFO : Epoch 1595 | loss: 0.0311499 | val_loss: 0.0311869 | Time: 5026.81 ms [2021-11-25 11:44:04 main:574] : INFO : Epoch 1596 | loss: 0.0311508 | val_loss: 0.0311834 | Time: 5028.72 ms [2021-11-25 11:44:09 main:574] : INFO : Epoch 1597 | loss: 0.0311499 | val_loss: 0.0311873 | Time: 5003.52 ms [2021-11-25 11:44:14 main:574] : INFO : Epoch 1598 | loss: 0.0318056 | val_loss: 0.0339807 | Time: 4917.3 ms [2021-11-25 11:44:19 main:574] : INFO : Epoch 1599 | loss: 0.0449207 | val_loss: 0.0347507 | Time: 4928.47 ms [2021-11-25 11:44:24 main:574] : INFO : Epoch 1600 | loss: 0.0327963 | val_loss: 0.0314529 | Time: 5059.96 ms [2021-11-25 11:44:29 main:574] : INFO : Epoch 1601 | loss: 0.0314194 | val_loss: 0.0313069 | Time: 4919.01 ms [2021-11-25 11:44:34 main:574] : INFO : Epoch 1602 | loss: 0.0312871 | val_loss: 0.0312631 | Time: 4822.35 ms [2021-11-25 11:44:39 main:574] : INFO : Epoch 1603 | loss: 0.0312591 | val_loss: 0.0312571 | Time: 4813.47 ms [2021-11-25 11:44:44 main:574] : INFO : Epoch 1604 | loss: 0.0312545 | val_loss: 0.0312558 | Time: 4676.68 ms [2021-11-25 11:44:49 main:574] : INFO : Epoch 1605 | loss: 0.0312546 | val_loss: 0.031253 | Time: 5050.33 ms [2021-11-25 11:44:54 main:574] : INFO : Epoch 1606 | loss: 0.0312525 | val_loss: 0.0312522 | Time: 5307.51 ms [2021-11-25 11:44:59 main:574] : INFO : Epoch 1607 | loss: 0.0312524 | val_loss: 0.0312522 | Time: 4925.72 ms [2021-11-25 11:45:04 main:574] : INFO : Epoch 1608 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 4756.41 ms [2021-11-25 11:45:09 main:574] : INFO : Epoch 1609 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 4907.7 ms [2021-11-25 11:45:14 main:574] : INFO : Epoch 1610 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 5107.27 ms [2021-11-25 11:45:19 main:574] : INFO : Epoch 1611 | loss: 0.0312508 | val_loss: 0.0312521 | Time: 4855.77 ms [2021-11-25 11:45:24 main:574] : INFO : Epoch 1612 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 5009.11 ms [2021-11-25 11:45:29 main:574] : INFO : Epoch 1613 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 4893.8 ms [2021-11-25 11:45:35 main:574] : INFO : Epoch 1614 | loss: 0.0312504 | val_loss: 0.031251 | Time: 5004.53 ms [2021-11-25 11:45:40 main:574] : INFO : Epoch 1615 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 4989.65 ms [2021-11-25 11:45:45 main:574] : INFO : Epoch 1616 | loss: 0.0312501 | val_loss: 0.031251 | Time: 4929.13 ms [2021-11-25 11:45:50 main:574] : INFO : Epoch 1617 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 4997.04 ms [2021-11-25 11:45:55 main:574] : INFO : Epoch 1618 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 4969.49 ms [2021-11-25 11:46:00 main:574] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.0312514 | Time: 5110.07 ms [2021-11-25 11:46:05 main:574] : INFO : Epoch 1620 | loss: 0.03125 | val_loss: 0.0312511 | Time: 4917.91 ms [2021-11-25 11:46:10 main:574] : INFO : Epoch 1621 | loss: 0.03125 | val_loss: 0.0312507 | Time: 4891.92 ms [2021-11-25 11:46:15 main:574] : INFO : Epoch 1622 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 4909.09 ms [2021-11-25 11:46:20 main:574] : INFO : Epoch 1623 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5151.42 ms [2021-11-25 11:46:25 main:574] : INFO : Epoch 1624 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 4997.95 ms [2021-11-25 11:46:30 main:574] : INFO : Epoch 1625 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 4822.18 ms [2021-11-25 11:46:35 main:574] : INFO : Epoch 1626 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 5076.07 ms [2021-11-25 11:46:40 main:574] : INFO : Epoch 1627 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 5170.66 ms [2021-11-25 11:46:46 main:574] : INFO : Epoch 1628 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 5030.14 ms [2021-11-25 11:46:51 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5198.35 ms [2021-11-25 11:46:57 main:574] : INFO : Epoch 1630 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 5689.59 ms [2021-11-25 11:47:03 main:574] : INFO : Epoch 1631 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 6115.85 ms [2021-11-25 11:47:09 main:574] : INFO : Epoch 1632 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 5654.84 ms [2021-11-25 11:47:15 main:574] : INFO : Epoch 1633 | loss: 0.03125 | val_loss: 0.0312509 | Time: 5861.51 ms [2021-11-25 11:47:20 main:574] : INFO : Epoch 1634 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 5756.06 ms [2021-11-25 11:47:26 main:574] : INFO : Epoch 1635 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 5689.86 ms [2021-11-25 11:47:32 main:574] : INFO : Epoch 1636 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 5581.85 ms [2021-11-25 11:47:38 main:574] : INFO : Epoch 1637 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 5928.64 ms [2021-11-25 11:47:44 main:574] : INFO : Epoch 1638 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5787.88 ms [2021-11-25 11:47:50 main:574] : INFO : Epoch 1639 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 5787.56 ms [2021-11-25 11:47:55 main:574] : INFO : Epoch 1640 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 5291.33 ms [2021-11-25 11:48:00 main:574] : INFO : Epoch 1641 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 5439.08 ms [2021-11-25 11:48:05 main:574] : INFO : Epoch 1642 | loss: 0.0312493 | val_loss: 0.03125 | Time: 4970.28 ms [2021-11-25 11:48:10 main:574] : INFO : Epoch 1643 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 4870.28 ms [2021-11-25 11:48:15 main:574] : INFO : Epoch 1644 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 4831.06 ms [2021-11-25 11:48:20 main:574] : INFO : Epoch 1645 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 4694.22 ms [2021-11-25 11:48:25 main:574] : INFO : Epoch 1646 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 5016.69 ms [2021-11-25 11:48:30 main:574] : INFO : Epoch 1647 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 5047 ms [2021-11-25 11:48:35 main:574] : INFO : Epoch 1648 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 4990.85 ms [2021-11-25 11:48:40 main:574] : INFO : Epoch 1649 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 4773.13 ms [2021-11-25 11:48:45 main:574] : INFO : Epoch 1650 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 4896 ms [2021-11-25 11:48:50 main:574] : INFO : Epoch 1651 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 5173.65 ms [2021-11-25 11:48:55 main:574] : INFO : Epoch 1652 | loss: 0.0312494 | val_loss: 0.03125 | Time: 4879.57 ms [2021-11-25 11:49:00 main:574] : INFO : Epoch 1653 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 4880.15 ms [2021-11-25 11:49:05 main:574] : INFO : Epoch 1654 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 4850.26 ms [2021-11-25 11:49:10 main:574] : INFO : Epoch 1655 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 4994.62 ms [2021-11-25 11:49:15 main:574] : INFO : Epoch 1656 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 5063.91 ms [2021-11-25 11:49:20 main:574] : INFO : Epoch 1657 | loss: 0.0312488 | val_loss: 0.0312498 | Time: 4960.3 ms [2021-11-25 11:49:26 main:574] : INFO : Epoch 1658 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 5058.76 ms [2021-11-25 11:49:30 main:574] : INFO : Epoch 1659 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 4745.35 ms [2021-11-25 11:49:35 main:574] : INFO : Epoch 1660 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 4800.86 ms [2021-11-25 11:49:40 main:574] : INFO : Epoch 1661 | loss: 0.031249 | val_loss: 0.0312503 | Time: 4963.57 ms [2021-11-25 11:49:45 main:574] : INFO : Epoch 1662 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 4809.73 ms [2021-11-25 11:49:50 main:574] : INFO : Epoch 1663 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 4845.99 ms [2021-11-25 11:49:56 main:574] : INFO : Epoch 1664 | loss: 0.0312487 | val_loss: 0.03125 | Time: 5290.65 ms [2021-11-25 11:50:01 main:574] : INFO : Epoch 1665 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 5051.05 ms [2021-11-25 11:50:06 main:574] : INFO : Epoch 1666 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 5088.42 ms [2021-11-25 11:50:11 main:574] : INFO : Epoch 1667 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 4857.28 ms [2021-11-25 11:50:16 main:574] : INFO : Epoch 1668 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 4842.33 ms [2021-11-25 11:50:21 main:574] : INFO : Epoch 1669 | loss: 0.0312482 | val_loss: 0.0312497 | Time: 4875 ms [2021-11-25 11:50:26 main:574] : INFO : Epoch 1670 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 5039.41 ms [2021-11-25 11:50:31 main:574] : INFO : Epoch 1671 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 5029.84 ms [2021-11-25 11:50:36 main:574] : INFO : Epoch 1672 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 4791.33 ms [2021-11-25 11:50:41 main:574] : INFO : Epoch 1673 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 4753.81 ms [2021-11-25 11:50:46 main:574] : INFO : Epoch 1674 | loss: 0.0312481 | val_loss: 0.0312507 | Time: 5161.67 ms [2021-11-25 11:50:51 main:574] : INFO : Epoch 1675 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 5144.53 ms [2021-11-25 11:50:57 main:574] : INFO : Epoch 1676 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 5418.9 ms [2021-11-25 11:51:02 main:574] : INFO : Epoch 1677 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 5510.53 ms [2021-11-25 11:51:07 main:574] : INFO : Epoch 1678 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 4799.28 ms [2021-11-25 11:51:12 main:574] : INFO : Epoch 1679 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 4987.97 ms [2021-11-25 11:51:17 main:574] : INFO : Epoch 1680 | loss: 0.0312483 | val_loss: 0.0312498 | Time: 5010.66 ms [2021-11-25 11:51:22 main:574] : INFO : Epoch 1681 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 5007.84 ms [2021-11-25 11:51:27 main:574] : INFO : Epoch 1682 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 4867.31 ms [2021-11-25 11:51:32 main:574] : INFO : Epoch 1683 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 4754.39 ms [2021-11-25 11:51:37 main:574] : INFO : Epoch 1684 | loss: 0.0312486 | val_loss: 0.0312507 | Time: 5043.59 ms [2021-11-25 11:51:42 main:574] : INFO : Epoch 1685 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 5042.78 ms [2021-11-25 11:51:47 main:574] : INFO : Epoch 1686 | loss: 0.0312484 | val_loss: 0.0312497 | Time: 4961.67 ms [2021-11-25 11:51:52 main:574] : INFO : Epoch 1687 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 4777.25 ms [2021-11-25 11:51:59 main:574] : INFO : Epoch 1688 | loss: 0.031248 | val_loss: 0.0312492 | Time: 6483.49 ms [2021-11-25 11:52:04 main:574] : INFO : Epoch 1689 | loss: 0.0312482 | val_loss: 0.031249 | Time: 5742.46 ms [2021-11-25 11:52:10 main:574] : INFO : Epoch 1690 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 5400.01 ms [2021-11-25 11:52:15 main:574] : INFO : Epoch 1691 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 5362.25 ms [2021-11-25 11:52:21 main:574] : INFO : Epoch 1692 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 5483.05 ms [2021-11-25 11:52:27 main:574] : INFO : Epoch 1693 | loss: 0.0312474 | val_loss: 0.0312488 | Time: 5723.86 ms [2021-11-25 11:52:32 main:574] : INFO : Epoch 1694 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 5493.84 ms [2021-11-25 11:52:38 main:574] : INFO : Epoch 1695 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 5880.95 ms [2021-11-25 11:52:44 main:574] : INFO : Epoch 1696 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 5658.85 ms [2021-11-25 11:52:50 main:574] : INFO : Epoch 1697 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 5687.94 ms [2021-11-25 11:52:56 main:574] : INFO : Epoch 1698 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 5877.96 ms [2021-11-25 11:53:01 main:574] : INFO : Epoch 1699 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 5414.33 ms [2021-11-25 11:53:06 main:574] : INFO : Epoch 1700 | loss: 0.0312471 | val_loss: 0.0312481 | Time: 5055.94 ms [2021-11-25 11:53:11 main:574] : INFO : Epoch 1701 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 4899.46 ms [2021-11-25 11:53:16 main:574] : INFO : Epoch 1702 | loss: 0.0312467 | val_loss: 0.0312481 | Time: 5014.12 ms [2021-11-25 11:53:22 main:574] : INFO : Epoch 1703 | loss: 0.0312466 | val_loss: 0.0312479 | Time: 5070.73 ms [2021-11-25 11:53:27 main:574] : INFO : Epoch 1704 | loss: 0.0312464 | val_loss: 0.0312476 | Time: 4985.35 ms [2021-11-25 11:53:32 main:574] : INFO : Epoch 1705 | loss: 0.0312458 | val_loss: 0.031247 | Time: 4901.81 ms [2021-11-25 11:53:37 main:574] : INFO : Epoch 1706 | loss: 0.0312458 | val_loss: 0.0312476 | Time: 4970.34 ms [2021-11-25 11:53:42 main:574] : INFO : Epoch 1707 | loss: 0.0312455 | val_loss: 0.0312471 | Time: 5164.3 ms [2021-11-25 11:53:47 main:574] : INFO : Epoch 1708 | loss: 0.0312456 | val_loss: 0.0312466 | Time: 5241.95 ms [2021-11-25 11:53:52 main:574] : INFO : Epoch 1709 | loss: 0.0312449 | val_loss: 0.0312467 | Time: 4825.62 ms [2021-11-25 11:53:57 main:574] : INFO : Epoch 1710 | loss: 0.0312447 | val_loss: 0.0312468 | Time: 4750.24 ms [2021-11-25 11:54:02 main:574] : INFO : Epoch 1711 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 4959.07 ms [2021-11-25 11:54:07 main:574] : INFO : Epoch 1712 | loss: 0.0312442 | val_loss: 0.0312467 | Time: 5070.45 ms [2021-11-25 11:54:12 main:574] : INFO : Epoch 1713 | loss: 0.0312434 | val_loss: 0.0312445 | Time: 4905.53 ms [2021-11-25 11:54:17 main:574] : INFO : Epoch 1714 | loss: 0.0312428 | val_loss: 0.0312443 | Time: 4775.83 ms [2021-11-25 11:54:22 main:574] : INFO : Epoch 1715 | loss: 0.031243 | val_loss: 0.031244 | Time: 4706.37 ms [2021-11-25 11:54:27 main:574] : INFO : Epoch 1716 | loss: 0.0312427 | val_loss: 0.031245 | Time: 5145.9 ms [2021-11-25 11:54:32 main:574] : INFO : Epoch 1717 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 5171.86 ms [2021-11-25 11:54:37 main:574] : INFO : Epoch 1718 | loss: 0.0312416 | val_loss: 0.0312423 | Time: 4947.67 ms [2021-11-25 11:54:42 main:574] : INFO : Epoch 1719 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 4958.77 ms [2021-11-25 11:54:47 main:574] : INFO : Epoch 1720 | loss: 0.031241 | val_loss: 0.0312419 | Time: 4745.88 ms [2021-11-25 11:54:52 main:574] : INFO : Epoch 1721 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 5204.79 ms [2021-11-25 11:54:58 main:574] : INFO : Epoch 1722 | loss: 0.03124 | val_loss: 0.0312402 | Time: 5275.59 ms [2021-11-25 11:55:03 main:574] : INFO : Epoch 1723 | loss: 0.0312398 | val_loss: 0.0312401 | Time: 5005.67 ms [2021-11-25 11:55:08 main:574] : INFO : Epoch 1724 | loss: 0.03124 | val_loss: 0.0312395 | Time: 4688.63 ms [2021-11-25 11:55:13 main:574] : INFO : Epoch 1725 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 4791.56 ms [2021-11-25 11:55:18 main:574] : INFO : Epoch 1726 | loss: 0.0312375 | val_loss: 0.0312383 | Time: 5018.8 ms [2021-11-25 11:55:23 main:574] : INFO : Epoch 1727 | loss: 0.0312382 | val_loss: 0.0312375 | Time: 5068.37 ms [2021-11-25 11:55:28 main:574] : INFO : Epoch 1728 | loss: 0.0312384 | val_loss: 0.0312338 | Time: 4924.3 ms [2021-11-25 11:55:33 main:574] : INFO : Epoch 1729 | loss: 0.0312343 | val_loss: 0.0312311 | Time: 4848.83 ms [2021-11-25 11:55:38 main:574] : INFO : Epoch 1730 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 4951.75 ms [2021-11-25 11:55:43 main:574] : INFO : Epoch 1731 | loss: 0.0312295 | val_loss: 0.0312313 | Time: 5144.69 ms [2021-11-25 11:55:48 main:574] : INFO : Epoch 1732 | loss: 0.0312314 | val_loss: 0.0312251 | Time: 5070.55 ms [2021-11-25 11:55:53 main:574] : INFO : Epoch 1733 | loss: 0.0312286 | val_loss: 0.0312262 | Time: 4749.09 ms [2021-11-25 11:55:58 main:574] : INFO : Epoch 1734 | loss: 0.0312266 | val_loss: 0.0312246 | Time: 4847.23 ms [2021-11-25 11:56:03 main:574] : INFO : Epoch 1735 | loss: 0.0312269 | val_loss: 0.0312272 | Time: 4952.62 ms [2021-11-25 11:56:08 main:574] : INFO : Epoch 1736 | loss: 0.0312262 | val_loss: 0.0312261 | Time: 5095.5 ms [2021-11-25 11:56:13 main:574] : INFO : Epoch 1737 | loss: 0.0312246 | val_loss: 0.0312237 | Time: 4852.24 ms [2021-11-25 11:56:18 main:574] : INFO : Epoch 1738 | loss: 0.0312233 | val_loss: 0.0312233 | Time: 4697.39 ms [2021-11-25 11:56:23 main:574] : INFO : Epoch 1739 | loss: 0.031225 | val_loss: 0.0312237 | Time: 4800.41 ms [2021-11-25 11:56:28 main:574] : INFO : Epoch 1740 | loss: 0.0312247 | val_loss: 0.0312228 | Time: 5133.23 ms [2021-11-25 11:56:33 main:574] : INFO : Epoch 1741 | loss: 0.0312244 | val_loss: 0.0312232 | Time: 5028.92 ms [2021-11-25 11:56:38 main:574] : INFO : Epoch 1742 | loss: 0.031223 | val_loss: 0.0312208 | Time: 4857.19 ms [2021-11-25 11:56:43 main:574] : INFO : Epoch 1743 | loss: 0.0312223 | val_loss: 0.031221 | Time: 4888.56 ms [2021-11-25 11:56:48 main:574] : INFO : Epoch 1744 | loss: 0.0312228 | val_loss: 0.0312222 | Time: 4961.55 ms [2021-11-25 11:56:53 main:574] : INFO : Epoch 1745 | loss: 0.0312233 | val_loss: 0.031222 | Time: 5030.85 ms [2021-11-25 11:56:59 main:574] : INFO : Epoch 1746 | loss: 0.0312219 | val_loss: 0.0312202 | Time: 6513.37 ms [2021-11-25 11:57:05 main:574] : INFO : Epoch 1747 | loss: 0.0312206 | val_loss: 0.0312197 | Time: 5680.92 ms [2021-11-25 11:57:11 main:574] : INFO : Epoch 1748 | loss: 0.0312228 | val_loss: 0.0312203 | Time: 5407.07 ms [2021-11-25 11:57:16 main:574] : INFO : Epoch 1749 | loss: 0.0312202 | val_loss: 0.0312316 | Time: 5525.2 ms [2021-11-25 11:57:22 main:574] : INFO : Epoch 1750 | loss: 0.0312252 | val_loss: 0.0312251 | Time: 5592.11 ms [2021-11-25 11:57:28 main:574] : INFO : Epoch 1751 | loss: 0.0312222 | val_loss: 0.0312264 | Time: 5762.55 ms [2021-11-25 11:57:33 main:574] : INFO : Epoch 1752 | loss: 0.0312275 | val_loss: 0.0312252 | Time: 5345 ms [2021-11-25 11:57:39 main:574] : INFO : Epoch 1753 | loss: 0.0312269 | val_loss: 0.0312343 | Time: 5728.58 ms [2021-11-25 11:57:45 main:574] : INFO : Epoch 1754 | loss: 0.0312258 | val_loss: 0.0312315 | Time: 5744.77 ms [2021-11-25 11:57:51 main:574] : INFO : Epoch 1755 | loss: 0.0312221 | val_loss: 0.0312281 | Time: 5723.55 ms [2021-11-25 11:57:56 main:574] : INFO : Epoch 1756 | loss: 0.0312197 | val_loss: 0.0312224 | Time: 5309.19 ms [2021-11-25 11:58:01 main:574] : INFO : Epoch 1757 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 5238.86 ms [2021-11-25 11:58:06 main:574] : INFO : Epoch 1758 | loss: 0.0312202 | val_loss: 0.0312222 | Time: 4990.08 ms [2021-11-25 11:58:12 main:574] : INFO : Epoch 1759 | loss: 0.0312258 | val_loss: 0.0312202 | Time: 5218.86 ms [2021-11-25 11:58:17 main:574] : INFO : Epoch 1760 | loss: 0.0312198 | val_loss: 0.0312201 | Time: 5054.8 ms [2021-11-25 11:58:22 main:574] : INFO : Epoch 1761 | loss: 0.0312194 | val_loss: 0.0312217 | Time: 4843.43 ms [2021-11-25 11:58:27 main:574] : INFO : Epoch 1762 | loss: 0.0312192 | val_loss: 0.0312207 | Time: 4835.02 ms [2021-11-25 11:58:32 main:574] : INFO : Epoch 1763 | loss: 0.0312211 | val_loss: 0.0312371 | Time: 4935.39 ms [2021-11-25 11:58:37 main:574] : INFO : Epoch 1764 | loss: 0.03122 | val_loss: 0.0312266 | Time: 5062.11 ms [2021-11-25 11:58:42 main:574] : INFO : Epoch 1765 | loss: 0.0312206 | val_loss: 0.0312208 | Time: 4973.26 ms [2021-11-25 11:58:47 main:574] : INFO : Epoch 1766 | loss: 0.0312178 | val_loss: 0.0312201 | Time: 4890.22 ms [2021-11-25 11:58:52 main:574] : INFO : Epoch 1767 | loss: 0.0312171 | val_loss: 0.0312192 | Time: 4825.81 ms [2021-11-25 11:58:57 main:574] : INFO : Epoch 1768 | loss: 0.0312219 | val_loss: 0.0312261 | Time: 5026.89 ms [2021-11-25 11:59:02 main:574] : INFO : Epoch 1769 | loss: 0.0312188 | val_loss: 0.0312203 | Time: 4966.63 ms [2021-11-25 11:59:07 main:574] : INFO : Epoch 1770 | loss: 0.0312168 | val_loss: 0.0312199 | Time: 4890.74 ms [2021-11-25 11:59:12 main:574] : INFO : Epoch 1771 | loss: 0.0312164 | val_loss: 0.0312205 | Time: 4976.43 ms [2021-11-25 11:59:17 main:574] : INFO : Epoch 1772 | loss: 0.0312169 | val_loss: 0.0312262 | Time: 4767.14 ms [2021-11-25 11:59:22 main:574] : INFO : Epoch 1773 | loss: 0.0312227 | val_loss: 0.031219 | Time: 5076.71 ms [2021-11-25 11:59:27 main:574] : INFO : Epoch 1774 | loss: 0.0312168 | val_loss: 0.0312198 | Time: 4867.85 ms [2021-11-25 11:59:32 main:574] : INFO : Epoch 1775 | loss: 0.0312156 | val_loss: 0.0312287 | Time: 5026.55 ms [2021-11-25 11:59:37 main:574] : INFO : Epoch 1776 | loss: 0.0312188 | val_loss: 0.0312192 | Time: 4827.38 ms [2021-11-25 11:59:42 main:574] : INFO : Epoch 1777 | loss: 0.0312142 | val_loss: 0.0312187 | Time: 4956.23 ms [2021-11-25 11:59:47 main:574] : INFO : Epoch 1778 | loss: 0.0312131 | val_loss: 0.0312176 | Time: 5030.38 ms [2021-11-25 11:59:52 main:574] : INFO : Epoch 1779 | loss: 0.0312156 | val_loss: 0.0312193 | Time: 5069.21 ms [2021-11-25 11:59:57 main:574] : INFO : Epoch 1780 | loss: 0.0312126 | val_loss: 0.031218 | Time: 5054.98 ms [2021-11-25 12:00:02 main:574] : INFO : Epoch 1781 | loss: 0.0312129 | val_loss: 0.0312186 | Time: 4869.58 ms [2021-11-25 12:00:07 main:574] : INFO : Epoch 1782 | loss: 0.0312135 | val_loss: 0.0312253 | Time: 5066.17 ms [2021-11-25 12:00:13 main:574] : INFO : Epoch 1783 | loss: 0.0312144 | val_loss: 0.0312204 | Time: 5076.79 ms [2021-11-25 12:00:17 main:574] : INFO : Epoch 1784 | loss: 0.0312121 | val_loss: 0.0312173 | Time: 4762.56 ms [2021-11-25 12:00:22 main:574] : INFO : Epoch 1785 | loss: 0.0312132 | val_loss: 0.0312224 | Time: 4941.57 ms [2021-11-25 12:00:27 main:574] : INFO : Epoch 1786 | loss: 0.0312155 | val_loss: 0.0312181 | Time: 4863.3 ms [2021-11-25 12:00:33 main:574] : INFO : Epoch 1787 | loss: 0.0312176 | val_loss: 0.0312171 | Time: 5138.04 ms [2021-11-25 12:00:38 main:574] : INFO : Epoch 1788 | loss: 0.0312109 | val_loss: 0.0312179 | Time: 5340.72 ms [2021-11-25 12:00:43 main:574] : INFO : Epoch 1789 | loss: 0.0312117 | val_loss: 0.0312167 | Time: 4859.13 ms [2021-11-25 12:00:48 main:574] : INFO : Epoch 1790 | loss: 0.0312112 | val_loss: 0.0312158 | Time: 4796.78 ms [2021-11-25 12:00:53 main:574] : INFO : Epoch 1791 | loss: 0.0312127 | val_loss: 0.0312164 | Time: 4994.01 ms [2021-11-25 12:00:59 main:574] : INFO : Epoch 1792 | loss: 0.0312142 | val_loss: 0.0312163 | Time: 5626.49 ms [2021-11-25 12:01:04 main:574] : INFO : Epoch 1793 | loss: 0.0312113 | val_loss: 0.0312184 | Time: 5589.97 ms [2021-11-25 12:01:09 main:574] : INFO : Epoch 1794 | loss: 0.0312102 | val_loss: 0.0312157 | Time: 4849.65 ms [2021-11-25 12:01:14 main:574] : INFO : Epoch 1795 | loss: 0.031212 | val_loss: 0.0312196 | Time: 4769.92 ms [2021-11-25 12:01:19 main:574] : INFO : Epoch 1796 | loss: 0.0312147 | val_loss: 0.0312173 | Time: 4815.21 ms [2021-11-25 12:01:24 main:574] : INFO : Epoch 1797 | loss: 0.0312135 | val_loss: 0.0312227 | Time: 5069.44 ms [2021-11-25 12:01:29 main:574] : INFO : Epoch 1798 | loss: 0.0312113 | val_loss: 0.0312162 | Time: 4872.48 ms [2021-11-25 12:01:34 main:574] : INFO : Epoch 1799 | loss: 0.0312124 | val_loss: 0.0312222 | Time: 4703.67 ms [2021-11-25 12:01:39 main:574] : INFO : Epoch 1800 | loss: 0.0312139 | val_loss: 0.0312215 | Time: 4877.12 ms [2021-11-25 12:01:44 main:574] : INFO : Epoch 1801 | loss: 0.0312107 | val_loss: 0.0312167 | Time: 5493.12 ms [2021-11-25 12:01:50 main:574] : INFO : Epoch 1802 | loss: 0.0312105 | val_loss: 0.031217 | Time: 5299.34 ms [2021-11-25 12:01:55 main:574] : INFO : Epoch 1803 | loss: 0.0312092 | val_loss: 0.0312198 | Time: 4929.19 ms [2021-11-25 12:02:01 main:574] : INFO : Epoch 1804 | loss: 0.0312117 | val_loss: 0.0312218 | Time: 6568.28 ms [2021-11-25 12:02:07 main:574] : INFO : Epoch 1805 | loss: 0.0312173 | val_loss: 0.0312206 | Time: 5574.33 ms [2021-11-25 12:02:13 main:574] : INFO : Epoch 1806 | loss: 0.0312119 | val_loss: 0.0312155 | Time: 5798.72 ms [2021-11-25 12:02:19 main:574] : INFO : Epoch 1807 | loss: 0.031209 | val_loss: 0.0312162 | Time: 5609.91 ms [2021-11-25 12:02:24 main:574] : INFO : Epoch 1808 | loss: 0.0312109 | val_loss: 0.0312191 | Time: 5587.8 ms [2021-11-25 12:02:30 main:574] : INFO : Epoch 1809 | loss: 0.0312097 | val_loss: 0.0312175 | Time: 5343.83 ms [2021-11-25 12:02:35 main:574] : INFO : Epoch 1810 | loss: 0.0312093 | val_loss: 0.0312161 | Time: 5495.21 ms [2021-11-25 12:02:41 main:574] : INFO : Epoch 1811 | loss: 0.0312123 | val_loss: 0.0312166 | Time: 5776.4 ms [2021-11-25 12:02:47 main:574] : INFO : Epoch 1812 | loss: 0.0312118 | val_loss: 0.0312226 | Time: 5551.32 ms [2021-11-25 12:02:52 main:574] : INFO : Epoch 1813 | loss: 0.0312113 | val_loss: 0.0312157 | Time: 5456.11 ms [2021-11-25 12:02:58 main:574] : INFO : Epoch 1814 | loss: 0.0312092 | val_loss: 0.0312228 | Time: 5325.11 ms [2021-11-25 12:03:03 main:574] : INFO : Epoch 1815 | loss: 0.0312099 | val_loss: 0.0312201 | Time: 5644.39 ms [2021-11-25 12:03:08 main:574] : INFO : Epoch 1816 | loss: 0.0312112 | val_loss: 0.0312189 | Time: 4942.93 ms [2021-11-25 12:03:13 main:574] : INFO : Epoch 1817 | loss: 0.0312113 | val_loss: 0.0312153 | Time: 4712.31 ms [2021-11-25 12:03:18 main:574] : INFO : Epoch 1818 | loss: 0.0312138 | val_loss: 0.0312194 | Time: 4850.5 ms [2021-11-25 12:03:23 main:574] : INFO : Epoch 1819 | loss: 0.0312094 | val_loss: 0.0312172 | Time: 4717.36 ms [2021-11-25 12:03:28 main:574] : INFO : Epoch 1820 | loss: 0.0312127 | val_loss: 0.0312212 | Time: 5391.48 ms [2021-11-25 12:03:33 main:574] : INFO : Epoch 1821 | loss: 0.0312139 | val_loss: 0.0312224 | Time: 4907.04 ms [2021-11-25 12:03:38 main:574] : INFO : Epoch 1822 | loss: 0.0312161 | val_loss: 0.0312159 | Time: 4858.51 ms [2021-11-25 12:03:43 main:574] : INFO : Epoch 1823 | loss: 0.0312096 | val_loss: 0.0312164 | Time: 4812.11 ms [2021-11-25 12:03:48 main:574] : INFO : Epoch 1824 | loss: 0.0312094 | val_loss: 0.0312326 | Time: 4909.59 ms [2021-11-25 12:03:53 main:574] : INFO : Epoch 1825 | loss: 0.0312114 | val_loss: 0.0312185 | Time: 5072.78 ms [2021-11-25 12:03:58 main:574] : INFO : Epoch 1826 | loss: 0.0312083 | val_loss: 0.0312161 | Time: 4967.37 ms [2021-11-25 12:04:03 main:574] : INFO : Epoch 1827 | loss: 0.0312121 | val_loss: 0.031218 | Time: 4847.38 ms [2021-11-25 12:04:08 main:574] : INFO : Epoch 1828 | loss: 0.0312106 | val_loss: 0.0312404 | Time: 4993.99 ms [2021-11-25 12:04:14 main:574] : INFO : Epoch 1829 | loss: 0.031213 | val_loss: 0.03122 | Time: 5264.28 ms [2021-11-25 12:04:19 main:574] : INFO : Epoch 1830 | loss: 0.0312079 | val_loss: 0.0312172 | Time: 5124.53 ms [2021-11-25 12:04:24 main:574] : INFO : Epoch 1831 | loss: 0.0312108 | val_loss: 0.0312157 | Time: 4785.09 ms [2021-11-25 12:04:29 main:574] : INFO : Epoch 1832 | loss: 0.0312075 | val_loss: 0.0312173 | Time: 4788.82 ms [2021-11-25 12:04:33 main:574] : INFO : Epoch 1833 | loss: 0.0312098 | val_loss: 0.0312162 | Time: 4847.81 ms [2021-11-25 12:04:39 main:574] : INFO : Epoch 1834 | loss: 0.0312119 | val_loss: 0.0312276 | Time: 5154.12 ms [2021-11-25 12:04:44 main:574] : INFO : Epoch 1835 | loss: 0.0312102 | val_loss: 0.0312236 | Time: 5134.02 ms [2021-11-25 12:04:49 main:574] : INFO : Epoch 1836 | loss: 0.0312106 | val_loss: 0.0312153 | Time: 4926.02 ms [2021-11-25 12:04:54 main:574] : INFO : Epoch 1837 | loss: 0.0312088 | val_loss: 0.031217 | Time: 5092.25 ms [2021-11-25 12:04:59 main:574] : INFO : Epoch 1838 | loss: 0.0312075 | val_loss: 0.0312153 | Time: 4858.04 ms [2021-11-25 12:05:04 main:574] : INFO : Epoch 1839 | loss: 0.0312075 | val_loss: 0.0312167 | Time: 5078.44 ms [2021-11-25 12:05:09 main:574] : INFO : Epoch 1840 | loss: 0.0312079 | val_loss: 0.031216 | Time: 4767.89 ms [2021-11-25 12:05:14 main:574] : INFO : Epoch 1841 | loss: 0.0312081 | val_loss: 0.0312196 | Time: 4768.99 ms [2021-11-25 12:05:19 main:574] : INFO : Epoch 1842 | loss: 0.0312103 | val_loss: 0.0312214 | Time: 4978.02 ms [2021-11-25 12:05:24 main:574] : INFO : Epoch 1843 | loss: 0.0312103 | val_loss: 0.0312174 | Time: 4964.86 ms [2021-11-25 12:05:29 main:574] : INFO : Epoch 1844 | loss: 0.0312073 | val_loss: 0.03122 | Time: 5033.6 ms [2021-11-25 12:05:34 main:574] : INFO : Epoch 1845 | loss: 0.0312073 | val_loss: 0.0312225 | Time: 4693.99 ms [2021-11-25 12:05:39 main:574] : INFO : Epoch 1846 | loss: 0.0312089 | val_loss: 0.0312195 | Time: 4682.97 ms [2021-11-25 12:05:44 main:574] : INFO : Epoch 1847 | loss: 0.0312065 | val_loss: 0.0312163 | Time: 4850.1 ms [2021-11-25 12:05:49 main:574] : INFO : Epoch 1848 | loss: 0.0312092 | val_loss: 0.0312268 | Time: 4970.33 ms [2021-11-25 12:05:54 main:574] : INFO : Epoch 1849 | loss: 0.0312102 | val_loss: 0.031217 | Time: 5071.19 ms [2021-11-25 12:05:59 main:574] : INFO : Epoch 1850 | loss: 0.0312108 | val_loss: 0.0312241 | Time: 4935.26 ms [2021-11-25 12:06:04 main:574] : INFO : Epoch 1851 | loss: 0.0312105 | val_loss: 0.0312235 | Time: 4948.13 ms [2021-11-25 12:06:09 main:574] : INFO : Epoch 1852 | loss: 0.03121 | val_loss: 0.0312173 | Time: 4873.45 ms [2021-11-25 12:06:14 main:574] : INFO : Epoch 1853 | loss: 0.031213 | val_loss: 0.0312236 | Time: 5301.85 ms [2021-11-25 12:06:19 main:574] : INFO : Epoch 1854 | loss: 0.0312066 | val_loss: 0.0312157 | Time: 5022.69 ms [2021-11-25 12:06:24 main:574] : INFO : Epoch 1855 | loss: 0.0312042 | val_loss: 0.031216 | Time: 5024.22 ms [2021-11-25 12:06:29 main:574] : INFO : Epoch 1856 | loss: 0.0312059 | val_loss: 0.0312166 | Time: 4929.86 ms [2021-11-25 12:06:44 main:574] : INFO : Epoch 1857 | loss: 0.0312053 | val_loss: 0.0312157 | Time: 14530.1 ms [2021-11-25 12:06:48 main:574] : INFO : Epoch 1858 | loss: 0.031205 | val_loss: 0.031216 | Time: 4539.25 ms [2021-11-25 12:06:53 main:574] : INFO : Epoch 1859 | loss: 0.0312057 | val_loss: 0.0312182 | Time: 4733.85 ms [2021-11-25 12:07:00 main:574] : INFO : Epoch 1860 | loss: 0.0312098 | val_loss: 0.0312156 | Time: 6449.49 ms [2021-11-25 12:07:05 main:574] : INFO : Epoch 1861 | loss: 0.0312159 | val_loss: 0.0312279 | Time: 5389.29 ms [2021-11-25 12:07:11 main:574] : INFO : Epoch 1862 | loss: 0.0312133 | val_loss: 0.0312232 | Time: 5355.16 ms [2021-11-25 12:07:16 main:574] : INFO : Epoch 1863 | loss: 0.0312079 | val_loss: 0.0312174 | Time: 5637.88 ms [2021-11-25 12:07:22 main:574] : INFO : Epoch 1864 | loss: 0.031204 | val_loss: 0.0312195 | Time: 5413.26 ms [2021-11-25 12:07:27 main:574] : INFO : Epoch 1865 | loss: 0.0312043 | val_loss: 0.0312174 | Time: 5416.36 ms [2021-11-25 12:07:33 main:574] : INFO : Epoch 1866 | loss: 0.0312072 | val_loss: 0.0312235 | Time: 5538.18 ms [2021-11-25 12:07:39 main:574] : INFO : Epoch 1867 | loss: 0.0312069 | val_loss: 0.0312227 | Time: 5757.03 ms [2021-11-25 12:07:45 main:574] : INFO : Epoch 1868 | loss: 0.0312086 | val_loss: 0.0312356 | Time: 5544.22 ms [2021-11-25 12:07:50 main:574] : INFO : Epoch 1869 | loss: 0.0312129 | val_loss: 0.0312188 | Time: 5509.44 ms [2021-11-25 12:07:56 main:574] : INFO : Epoch 1870 | loss: 0.0312094 | val_loss: 0.0312265 | Time: 5445.2 ms [2021-11-25 12:08:02 main:574] : INFO : Epoch 1871 | loss: 0.0312099 | val_loss: 0.0312152 | Time: 5775.93 ms [2021-11-25 12:08:07 main:574] : INFO : Epoch 1872 | loss: 0.0312049 | val_loss: 0.0312147 | Time: 5229.01 ms [2021-11-25 12:08:12 main:574] : INFO : Epoch 1873 | loss: 0.031206 | val_loss: 0.0312155 | Time: 5170.29 ms [2021-11-25 12:08:17 main:574] : INFO : Epoch 1874 | loss: 0.0312065 | val_loss: 0.0312266 | Time: 4887.63 ms [2021-11-25 12:08:22 main:574] : INFO : Epoch 1875 | loss: 0.0312116 | val_loss: 0.0312181 | Time: 4971.61 ms [2021-11-25 12:08:27 main:574] : INFO : Epoch 1876 | loss: 0.0312057 | val_loss: 0.0312169 | Time: 4778.21 ms [2021-11-25 12:08:32 main:574] : INFO : Epoch 1877 | loss: 0.0312061 | val_loss: 0.0312145 | Time: 5244.98 ms [2021-11-25 12:08:37 main:574] : INFO : Epoch 1878 | loss: 0.0312039 | val_loss: 0.0312165 | Time: 5011.59 ms [2021-11-25 12:08:43 main:574] : INFO : Epoch 1879 | loss: 0.0312043 | val_loss: 0.0312148 | Time: 4984.41 ms [2021-11-25 12:08:48 main:574] : INFO : Epoch 1880 | loss: 0.0312037 | val_loss: 0.0312239 | Time: 5269.66 ms [2021-11-25 12:08:53 main:574] : INFO : Epoch 1881 | loss: 0.0312068 | val_loss: 0.0312153 | Time: 4969.91 ms [2021-11-25 12:08:58 main:574] : INFO : Epoch 1882 | loss: 0.0312065 | val_loss: 0.0312195 | Time: 4976.21 ms [2021-11-25 12:09:03 main:574] : INFO : Epoch 1883 | loss: 0.0312059 | val_loss: 0.0312157 | Time: 4910.18 ms [2021-11-25 12:09:08 main:574] : INFO : Epoch 1884 | loss: 0.0312045 | val_loss: 0.0312175 | Time: 4954.88 ms [2021-11-25 12:09:13 main:574] : INFO : Epoch 1885 | loss: 0.0312035 | val_loss: 0.0312239 | Time: 5013.59 ms [2021-11-25 12:09:18 main:574] : INFO : Epoch 1886 | loss: 0.031206 | val_loss: 0.0312208 | Time: 5133.37 ms [2021-11-25 12:09:23 main:574] : INFO : Epoch 1887 | loss: 0.0312055 | val_loss: 0.0312181 | Time: 5057 ms [2021-11-25 12:09:28 main:574] : INFO : Epoch 1888 | loss: 0.0312021 | val_loss: 0.0312182 | Time: 4860.2 ms [2021-11-25 12:09:33 main:574] : INFO : Epoch 1889 | loss: 0.0312079 | val_loss: 0.0312254 | Time: 4702.6 ms [2021-11-25 12:09:38 main:574] : INFO : Epoch 1890 | loss: 0.0312102 | val_loss: 0.0312201 | Time: 5205.66 ms [2021-11-25 12:09:43 main:574] : INFO : Epoch 1891 | loss: 0.0312088 | val_loss: 0.031215 | Time: 4965.32 ms [2021-11-25 12:09:48 main:574] : INFO : Epoch 1892 | loss: 0.0312039 | val_loss: 0.0312151 | Time: 4835.22 ms [2021-11-25 12:09:54 main:574] : INFO : Epoch 1893 | loss: 0.0312014 | val_loss: 0.0312154 | Time: 5177.05 ms [2021-11-25 12:09:59 main:574] : INFO : Epoch 1894 | loss: 0.0312017 | val_loss: 0.0312253 | Time: 4908.22 ms [2021-11-25 12:10:04 main:574] : INFO : Epoch 1895 | loss: 0.0312025 | val_loss: 0.0312213 | Time: 5455.74 ms [2021-11-25 12:10:09 main:574] : INFO : Epoch 1896 | loss: 0.0312029 | val_loss: 0.0312146 | Time: 5179.11 ms [2021-11-25 12:10:14 main:574] : INFO : Epoch 1897 | loss: 0.031203 | val_loss: 0.0312177 | Time: 5006.34 ms [2021-11-25 12:10:19 main:574] : INFO : Epoch 1898 | loss: 0.0312053 | val_loss: 0.0312191 | Time: 4915.8 ms [2021-11-25 12:10:24 main:574] : INFO : Epoch 1899 | loss: 0.0312054 | val_loss: 0.0312128 | Time: 4992.98 ms [2021-11-25 12:10:30 main:574] : INFO : Epoch 1900 | loss: 0.0312044 | val_loss: 0.0312123 | Time: 5070.02 ms [2021-11-25 12:10:37 main:574] : INFO : Epoch 1901 | loss: 0.0312062 | val_loss: 0.0312188 | Time: 7282.86 ms [2021-11-25 12:10:44 main:574] : INFO : Epoch 1902 | loss: 0.0312036 | val_loss: 0.031215 | Time: 6457.77 ms [2021-11-25 12:10:49 main:574] : INFO : Epoch 1903 | loss: 0.0312015 | val_loss: 0.0312127 | Time: 5568.85 ms [2021-11-25 12:10:54 main:574] : INFO : Epoch 1904 | loss: 0.0312032 | val_loss: 0.0312137 | Time: 5118.7 ms [2021-11-25 12:11:00 main:574] : INFO : Epoch 1905 | loss: 0.0312032 | val_loss: 0.0312132 | Time: 5744.84 ms [2021-11-25 12:11:06 main:574] : INFO : Epoch 1906 | loss: 0.0312032 | val_loss: 0.0312135 | Time: 5180.26 ms [2021-11-25 12:11:10 main:574] : INFO : Epoch 1907 | loss: 0.0312052 | val_loss: 0.0312138 | Time: 4826.47 ms [2021-11-25 12:11:15 main:574] : INFO : Epoch 1908 | loss: 0.0312029 | val_loss: 0.0312158 | Time: 4868.76 ms [2021-11-25 12:11:21 main:574] : INFO : Epoch 1909 | loss: 0.0312031 | val_loss: 0.0312124 | Time: 5228.4 ms [2021-11-25 12:11:26 main:574] : INFO : Epoch 1910 | loss: 0.0312056 | val_loss: 0.0312157 | Time: 5096.57 ms [2021-11-25 12:11:31 main:574] : INFO : Epoch 1911 | loss: 0.031207 | val_loss: 0.0312124 | Time: 4913.76 ms [2021-11-25 12:11:36 main:574] : INFO : Epoch 1912 | loss: 0.031204 | val_loss: 0.0312135 | Time: 4979.37 ms [2021-11-25 12:11:41 main:574] : INFO : Epoch 1913 | loss: 0.0312035 | val_loss: 0.031215 | Time: 5073.52 ms [2021-11-25 12:11:46 main:574] : INFO : Epoch 1914 | loss: 0.0312021 | val_loss: 0.0312121 | Time: 5098.48 ms [2021-11-25 12:11:51 main:574] : INFO : Epoch 1915 | loss: 0.0312051 | val_loss: 0.0312123 | Time: 4823.33 ms [2021-11-25 12:11:57 main:574] : INFO : Epoch 1916 | loss: 0.0312025 | val_loss: 0.0312125 | Time: 5922.44 ms [2021-11-25 12:12:03 main:574] : INFO : Epoch 1917 | loss: 0.0312015 | val_loss: 0.0312125 | Time: 6146.58 ms [2021-11-25 12:12:09 main:574] : INFO : Epoch 1918 | loss: 0.0312031 | val_loss: 0.0312137 | Time: 5434.43 ms [2021-11-25 12:12:15 main:574] : INFO : Epoch 1919 | loss: 0.0312017 | val_loss: 0.0312224 | Time: 5576.9 ms [2021-11-25 12:12:20 main:574] : INFO : Epoch 1920 | loss: 0.0312065 | val_loss: 0.031216 | Time: 5372.86 ms [2021-11-25 12:12:26 main:574] : INFO : Epoch 1921 | loss: 0.0312064 | val_loss: 0.0312154 | Time: 5518.9 ms [2021-11-25 12:12:31 main:574] : INFO : Epoch 1922 | loss: 0.0312029 | val_loss: 0.0312117 | Time: 5609 ms [2021-11-25 12:12:37 main:574] : INFO : Epoch 1923 | loss: 0.0312017 | val_loss: 0.0312141 | Time: 5735.02 ms [2021-11-25 12:12:43 main:574] : INFO : Epoch 1924 | loss: 0.0312062 | val_loss: 0.0312176 | Time: 5700.01 ms [2021-11-25 12:12:48 main:574] : INFO : Epoch 1925 | loss: 0.0312045 | val_loss: 0.031214 | Time: 5445.44 ms [2021-11-25 12:12:54 main:574] : INFO : Epoch 1926 | loss: 0.0312005 | val_loss: 0.0312123 | Time: 5527.52 ms [2021-11-25 12:13:00 main:574] : INFO : Epoch 1927 | loss: 0.0312008 | val_loss: 0.0312142 | Time: 5605.96 ms [2021-11-25 12:13:05 main:574] : INFO : Epoch 1928 | loss: 0.0312011 | val_loss: 0.0312137 | Time: 5387.25 ms [2021-11-25 12:13:10 main:574] : INFO : Epoch 1929 | loss: 0.0312009 | val_loss: 0.0312119 | Time: 4878.96 ms [2021-11-25 12:13:15 main:574] : INFO : Epoch 1930 | loss: 0.0311995 | val_loss: 0.0312154 | Time: 4897.29 ms [2021-11-25 12:13:20 main:574] : INFO : Epoch 1931 | loss: 0.0312039 | val_loss: 0.0312177 | Time: 5064.07 ms [2021-11-25 12:13:26 main:574] : INFO : Epoch 1932 | loss: 0.0312042 | val_loss: 0.0312137 | Time: 5282.93 ms [2021-11-25 12:13:31 main:574] : INFO : Epoch 1933 | loss: 0.0312005 | val_loss: 0.031211 | Time: 5088.05 ms [2021-11-25 12:13:36 main:574] : INFO : Epoch 1934 | loss: 0.0311999 | val_loss: 0.0312144 | Time: 4706.59 ms [2021-11-25 12:13:40 main:574] : INFO : Epoch 1935 | loss: 0.0311997 | val_loss: 0.0312138 | Time: 4751.33 ms [2021-11-25 12:13:45 main:574] : INFO : Epoch 1936 | loss: 0.0312003 | val_loss: 0.0312112 | Time: 5002.61 ms [2021-11-25 12:13:51 main:574] : INFO : Epoch 1937 | loss: 0.0312024 | val_loss: 0.0312122 | Time: 5097.7 ms [2021-11-25 12:13:56 main:574] : INFO : Epoch 1938 | loss: 0.0312002 | val_loss: 0.0312134 | Time: 4839.35 ms [2021-11-25 12:14:01 main:574] : INFO : Epoch 1939 | loss: 0.0312032 | val_loss: 0.0312123 | Time: 4977.24 ms [2021-11-25 12:14:06 main:574] : INFO : Epoch 1940 | loss: 0.0312025 | val_loss: 0.0312104 | Time: 4834.44 ms [2021-11-25 12:14:11 main:574] : INFO : Epoch 1941 | loss: 0.0312011 | val_loss: 0.0312158 | Time: 5029.41 ms [2021-11-25 12:14:16 main:574] : INFO : Epoch 1942 | loss: 0.0312012 | val_loss: 0.0312095 | Time: 5190.36 ms [2021-11-25 12:14:21 main:574] : INFO : Epoch 1943 | loss: 0.0311987 | val_loss: 0.0312123 | Time: 4955.95 ms [2021-11-25 12:14:26 main:574] : INFO : Epoch 1944 | loss: 0.0311985 | val_loss: 0.0312105 | Time: 4993.88 ms [2021-11-25 12:14:31 main:574] : INFO : Epoch 1945 | loss: 0.0311979 | val_loss: 0.031211 | Time: 4878 ms [2021-11-25 12:14:36 main:574] : INFO : Epoch 1946 | loss: 0.0311978 | val_loss: 0.0312123 | Time: 5188.31 ms [2021-11-25 12:14:41 main:574] : INFO : Epoch 1947 | loss: 0.0311974 | val_loss: 0.0312106 | Time: 5116.07 ms [2021-11-25 12:14:46 main:574] : INFO : Epoch 1948 | loss: 0.0312023 | val_loss: 0.0312125 | Time: 4953.5 ms [2021-11-25 12:14:52 main:574] : INFO : Epoch 1949 | loss: 0.0312024 | val_loss: 0.0312113 | Time: 4986.39 ms [2021-11-25 12:14:57 main:574] : INFO : Epoch 1950 | loss: 0.031202 | val_loss: 0.0312119 | Time: 5600.32 ms [2021-11-25 12:15:02 main:574] : INFO : Epoch 1951 | loss: 0.0312014 | val_loss: 0.0312322 | Time: 5134.18 ms [2021-11-25 12:15:08 main:574] : INFO : Epoch 1952 | loss: 0.0312016 | val_loss: 0.0312129 | Time: 5064.46 ms [2021-11-25 12:15:13 main:574] : INFO : Epoch 1953 | loss: 0.0311963 | val_loss: 0.0312162 | Time: 5006.36 ms [2021-11-25 12:15:18 main:574] : INFO : Epoch 1954 | loss: 0.0311961 | val_loss: 0.0312106 | Time: 4918.08 ms [2021-11-25 12:15:23 main:574] : INFO : Epoch 1955 | loss: 0.0311951 | val_loss: 0.031211 | Time: 5410.25 ms [2021-11-25 12:15:29 main:574] : INFO : Epoch 1956 | loss: 0.0311974 | val_loss: 0.0312103 | Time: 6032.22 ms [2021-11-25 12:15:34 main:574] : INFO : Epoch 1957 | loss: 0.0312 | val_loss: 0.0312167 | Time: 5005.89 ms [2021-11-25 12:15:39 main:574] : INFO : Epoch 1958 | loss: 0.0312023 | val_loss: 0.0312125 | Time: 4863.39 ms [2021-11-25 12:15:44 main:574] : INFO : Epoch 1959 | loss: 0.031198 | val_loss: 0.0312106 | Time: 4834.48 ms [2021-11-25 12:15:49 main:574] : INFO : Epoch 1960 | loss: 0.0311966 | val_loss: 0.0312118 | Time: 5092.25 ms [2021-11-25 12:15:54 main:574] : INFO : Epoch 1961 | loss: 0.0311969 | val_loss: 0.0312093 | Time: 4969.07 ms [2021-11-25 12:16:00 main:574] : INFO : Epoch 1962 | loss: 0.0312011 | val_loss: 0.0312126 | Time: 5016.57 ms [2021-11-25 12:16:05 main:574] : INFO : Epoch 1963 | loss: 0.0311989 | val_loss: 0.0312117 | Time: 4935.75 ms [2021-11-25 12:16:10 main:574] : INFO : Epoch 1964 | loss: 0.0311977 | val_loss: 0.031211 | Time: 4994.27 ms [2021-11-25 12:16:15 main:574] : INFO : Epoch 1965 | loss: 0.0311969 | val_loss: 0.0312144 | Time: 5049.93 ms [2021-11-25 12:16:20 main:574] : INFO : Epoch 1966 | loss: 0.0311959 | val_loss: 0.0312118 | Time: 4902.3 ms [2021-11-25 12:16:25 main:574] : INFO : Epoch 1967 | loss: 0.0311954 | val_loss: 0.0312109 | Time: 4969.66 ms [2021-11-25 12:16:30 main:574] : INFO : Epoch 1968 | loss: 0.0311956 | val_loss: 0.0312111 | Time: 5016.95 ms [2021-11-25 12:16:35 main:574] : INFO : Epoch 1969 | loss: 0.031194 | val_loss: 0.0312102 | Time: 5250.74 ms [2021-11-25 12:16:40 main:574] : INFO : Epoch 1970 | loss: 0.0311989 | val_loss: 0.0312157 | Time: 4991.73 ms [2021-11-25 12:16:45 main:574] : INFO : Epoch 1971 | loss: 0.0312044 | val_loss: 0.0312108 | Time: 5079.52 ms [2021-11-25 12:16:51 main:574] : INFO : Epoch 1972 | loss: 0.0312028 | val_loss: 0.0312129 | Time: 5514.85 ms [2021-11-25 12:16:57 main:574] : INFO : Epoch 1973 | loss: 0.0311986 | val_loss: 0.0312105 | Time: 6149.37 ms [2021-11-25 12:17:04 main:574] : INFO : Epoch 1974 | loss: 0.0312018 | val_loss: 0.0312096 | Time: 6609.89 ms [2021-11-25 12:17:10 main:574] : INFO : Epoch 1975 | loss: 0.0311981 | val_loss: 0.0312106 | Time: 5812.18 ms [2021-11-25 12:17:15 main:574] : INFO : Epoch 1976 | loss: 0.0311948 | val_loss: 0.0312093 | Time: 5515.08 ms [2021-11-25 12:17:21 main:574] : INFO : Epoch 1977 | loss: 0.0311947 | val_loss: 0.0312096 | Time: 5551.95 ms [2021-11-25 12:17:27 main:574] : INFO : Epoch 1978 | loss: 0.0311959 | val_loss: 0.0312083 | Time: 5736.17 ms [2021-11-25 12:17:33 main:574] : INFO : Epoch 1979 | loss: 0.0311966 | val_loss: 0.0312112 | Time: 5738.82 ms [2021-11-25 12:17:38 main:574] : INFO : Epoch 1980 | loss: 0.0311974 | val_loss: 0.0312087 | Time: 5534.79 ms [2021-11-25 12:17:44 main:574] : INFO : Epoch 1981 | loss: 0.0311953 | val_loss: 0.0312087 | Time: 5501.77 ms [2021-11-25 12:17:50 main:574] : INFO : Epoch 1982 | loss: 0.031196 | val_loss: 0.0312092 | Time: 5483.9 ms [2021-11-25 12:17:55 main:574] : INFO : Epoch 1983 | loss: 0.0311953 | val_loss: 0.0312086 | Time: 5694.92 ms [2021-11-25 12:18:01 main:574] : INFO : Epoch 1984 | loss: 0.031194 | val_loss: 0.0312103 | Time: 5739.15 ms [2021-11-25 12:18:06 main:574] : INFO : Epoch 1985 | loss: 0.0311941 | val_loss: 0.0312095 | Time: 4878.78 ms [2021-11-25 12:18:11 main:574] : INFO : Epoch 1986 | loss: 0.0311941 | val_loss: 0.0312101 | Time: 4877.73 ms [2021-11-25 12:18:16 main:574] : INFO : Epoch 1987 | loss: 0.0311983 | val_loss: 0.0312162 | Time: 5004.34 ms [2021-11-25 12:18:21 main:574] : INFO : Epoch 1988 | loss: 0.0312097 | val_loss: 0.0312161 | Time: 5168.83 ms [2021-11-25 12:18:26 main:574] : INFO : Epoch 1989 | loss: 0.0312079 | val_loss: 0.0312104 | Time: 4859.29 ms [2021-11-25 12:18:31 main:574] : INFO : Epoch 1990 | loss: 0.0312052 | val_loss: 0.0312112 | Time: 4896.94 ms [2021-11-25 12:18:36 main:574] : INFO : Epoch 1991 | loss: 0.031202 | val_loss: 0.0312095 | Time: 4977.76 ms [2021-11-25 12:18:42 main:574] : INFO : Epoch 1992 | loss: 0.0312005 | val_loss: 0.0312091 | Time: 5271.53 ms [2021-11-25 12:18:47 main:574] : INFO : Epoch 1993 | loss: 0.0311995 | val_loss: 0.0312075 | Time: 4975.01 ms [2021-11-25 12:18:52 main:574] : INFO : Epoch 1994 | loss: 0.031198 | val_loss: 0.0312086 | Time: 4925.78 ms [2021-11-25 12:18:57 main:574] : INFO : Epoch 1995 | loss: 0.0311978 | val_loss: 0.0312069 | Time: 4940.91 ms [2021-11-25 12:19:02 main:574] : INFO : Epoch 1996 | loss: 0.0311973 | val_loss: 0.0312075 | Time: 4964.46 ms [2021-11-25 12:19:07 main:574] : INFO : Epoch 1997 | loss: 0.0311979 | val_loss: 0.031208 | Time: 5225.49 ms [2021-11-25 12:19:12 main:574] : INFO : Epoch 1998 | loss: 0.031197 | val_loss: 0.031218 | Time: 4941.25 ms [2021-11-25 12:19:17 main:574] : INFO : Epoch 1999 | loss: 0.0311973 | val_loss: 0.0312097 | Time: 4672.38 ms [2021-11-25 12:19:22 main:574] : INFO : Epoch 2000 | loss: 0.0311949 | val_loss: 0.0312062 | Time: 4879.54 ms [2021-11-25 12:19:28 main:574] : INFO : Epoch 2001 | loss: 0.0311944 | val_loss: 0.0312088 | Time: 6302.97 ms [2021-11-25 12:19:34 main:574] : INFO : Epoch 2002 | loss: 0.0311949 | val_loss: 0.0312169 | Time: 5159.58 ms [2021-11-25 12:19:39 main:574] : INFO : Epoch 2003 | loss: 0.0311971 | val_loss: 0.0312109 | Time: 4929.67 ms [2021-11-25 12:19:44 main:574] : INFO : Epoch 2004 | loss: 0.0311951 | val_loss: 0.0312102 | Time: 4906.74 ms [2021-11-25 12:19:49 main:574] : INFO : Epoch 2005 | loss: 0.0311947 | val_loss: 0.0312088 | Time: 4872.27 ms [2021-11-25 12:19:54 main:574] : INFO : Epoch 2006 | loss: 0.031193 | val_loss: 0.0312068 | Time: 5543.14 ms [2021-11-25 12:19:59 main:574] : INFO : Epoch 2007 | loss: 0.0311939 | val_loss: 0.0312164 | Time: 5081.18 ms [2021-11-25 12:20:04 main:574] : INFO : Epoch 2008 | loss: 0.0312008 | val_loss: 0.0312104 | Time: 4966.31 ms [2021-11-25 12:20:09 main:574] : INFO : Epoch 2009 | loss: 0.031198 | val_loss: 0.0312073 | Time: 5000.82 ms [2021-11-25 12:20:14 main:574] : INFO : Epoch 2010 | loss: 0.0311937 | val_loss: 0.0312043 | Time: 4830.54 ms [2021-11-25 12:20:20 main:574] : INFO : Epoch 2011 | loss: 0.0311916 | val_loss: 0.031205 | Time: 5094.53 ms [2021-11-25 12:20:25 main:574] : INFO : Epoch 2012 | loss: 0.031192 | val_loss: 0.0312056 | Time: 5046.52 ms [2021-11-25 12:20:30 main:574] : INFO : Epoch 2013 | loss: 0.0311989 | val_loss: 0.031216 | Time: 5071.84 ms [2021-11-25 12:20:35 main:574] : INFO : Epoch 2014 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 4993.45 ms [2021-11-25 12:20:40 main:574] : INFO : Epoch 2015 | loss: 0.0312041 | val_loss: 0.0312083 | Time: 4932.24 ms [2021-11-25 12:20:45 main:574] : INFO : Epoch 2016 | loss: 0.0312017 | val_loss: 0.0312079 | Time: 5346.03 ms [2021-11-25 12:20:51 main:574] : INFO : Epoch 2017 | loss: 0.0312046 | val_loss: 0.0312093 | Time: 5072.08 ms [2021-11-25 12:20:56 main:574] : INFO : Epoch 2018 | loss: 0.031208 | val_loss: 0.0312117 | Time: 5407.75 ms [2021-11-25 12:21:02 main:574] : INFO : Epoch 2019 | loss: 0.0312066 | val_loss: 0.0312105 | Time: 5559.45 ms [2021-11-25 12:21:07 main:574] : INFO : Epoch 2020 | loss: 0.0312049 | val_loss: 0.0312115 | Time: 5372.36 ms [2021-11-25 12:21:12 main:574] : INFO : Epoch 2021 | loss: 0.0312045 | val_loss: 0.0312169 | Time: 5101.2 ms [2021-11-25 12:21:17 main:574] : INFO : Epoch 2022 | loss: 0.031203 | val_loss: 0.0312067 | Time: 4892.51 ms [2021-11-25 12:21:22 main:574] : INFO : Epoch 2023 | loss: 0.0312004 | val_loss: 0.0312122 | Time: 4902.12 ms [2021-11-25 12:21:27 main:574] : INFO : Epoch 2024 | loss: 0.0312011 | val_loss: 0.031207 | Time: 5002.59 ms [2021-11-25 12:21:33 main:574] : INFO : Epoch 2025 | loss: 0.0311996 | val_loss: 0.0312057 | Time: 5350.68 ms [2021-11-25 12:21:38 main:574] : INFO : Epoch 2026 | loss: 0.0311976 | val_loss: 0.0312054 | Time: 5570.54 ms [2021-11-25 12:21:44 main:574] : INFO : Epoch 2027 | loss: 0.0311978 | val_loss: 0.0312087 | Time: 5042.51 ms [2021-11-25 12:21:48 main:574] : INFO : Epoch 2028 | loss: 0.0311977 | val_loss: 0.0312057 | Time: 4829.46 ms [2021-11-25 12:21:53 main:574] : INFO : Epoch 2029 | loss: 0.0311961 | val_loss: 0.0312056 | Time: 4942.11 ms [2021-11-25 12:22:00 main:574] : INFO : Epoch 2030 | loss: 0.0311985 | val_loss: 0.0312093 | Time: 6777.44 ms [2021-11-25 12:22:06 main:574] : INFO : Epoch 2031 | loss: 0.0311973 | val_loss: 0.0312056 | Time: 5685.39 ms [2021-11-25 12:22:12 main:574] : INFO : Epoch 2032 | loss: 0.0311972 | val_loss: 0.0312077 | Time: 5303.37 ms [2021-11-25 12:22:17 main:574] : INFO : Epoch 2033 | loss: 0.0311977 | val_loss: 0.0312058 | Time: 5487.84 ms [2021-11-25 12:22:23 main:574] : INFO : Epoch 2034 | loss: 0.0311944 | val_loss: 0.0312076 | Time: 5821.45 ms [2021-11-25 12:22:29 main:574] : INFO : Epoch 2035 | loss: 0.0311963 | val_loss: 0.0312069 | Time: 5598.58 ms [2021-11-25 12:22:34 main:574] : INFO : Epoch 2036 | loss: 0.0311938 | val_loss: 0.0312058 | Time: 5464.87 ms [2021-11-25 12:22:40 main:574] : INFO : Epoch 2037 | loss: 0.0311938 | val_loss: 0.0312062 | Time: 5519.86 ms [2021-11-25 12:22:46 main:574] : INFO : Epoch 2038 | loss: 0.0311952 | val_loss: 0.0312068 | Time: 5658.34 ms [2021-11-25 12:22:51 main:574] : INFO : Epoch 2039 | loss: 0.0312032 | val_loss: 0.0312145 | Time: 5586.75 ms [2021-11-25 12:22:57 main:574] : INFO : Epoch 2040 | loss: 0.0311948 | val_loss: 0.0312063 | Time: 5476.24 ms [2021-11-25 12:23:02 main:574] : INFO : Epoch 2041 | loss: 0.0311937 | val_loss: 0.031208 | Time: 5247.26 ms [2021-11-25 12:23:07 main:574] : INFO : Epoch 2042 | loss: 0.0311951 | val_loss: 0.0312079 | Time: 4946.29 ms [2021-11-25 12:23:12 main:574] : INFO : Epoch 2043 | loss: 0.0311955 | val_loss: 0.0312063 | Time: 5039.51 ms [2021-11-25 12:23:17 main:574] : INFO : Epoch 2044 | loss: 0.0311935 | val_loss: 0.0312119 | Time: 4929.09 ms [2021-11-25 12:23:22 main:574] : INFO : Epoch 2045 | loss: 0.0311951 | val_loss: 0.0312082 | Time: 4859.89 ms [2021-11-25 12:23:27 main:574] : INFO : Epoch 2046 | loss: 0.0311927 | val_loss: 0.0312058 | Time: 4829.14 ms [2021-11-25 12:23:32 main:574] : INFO : Epoch 2047 | loss: 0.0311912 | val_loss: 0.0312051 | Time: 4893.3 ms [2021-11-25 12:23:37 main:574] : INFO : Epoch 2048 | loss: 0.031191 | val_loss: 0.0312066 | Time: 5170.38 ms [2021-11-25 12:23:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312066 [2021-11-25 12:23:38 main:603] : INFO : Saving end state to config to file [2021-11-25 12:23:38 main:608] : INFO : Success, exiting.. 12:23:38 (21348): 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)