Task 8723400
| Name | ParityModified-1636228835-10213-0_0 |
| Workunit | 6206711 |
| Created | 6 Nov 2021, 20:00:39 UTC |
| Sent | 12 Nov 2021, 0:00:42 UTC |
| Report deadline | 20 Nov 2021, 0:00:42 UTC |
| Received | 12 Nov 2021, 3:39:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 1 hours 44 min |
| CPU time | 1 hours 42 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Time: 3036.36 ms [2021-11-11 20:05:49 main:574] : INFO : Epoch 1611 | loss: 0.0311501 | val_loss: 0.0311579 | Time: 3022.12 ms [2021-11-11 20:05:52 main:574] : INFO : Epoch 1612 | loss: 0.031149 | val_loss: 0.0311621 | Time: 2997.53 ms [2021-11-11 20:05:55 main:574] : INFO : Epoch 1613 | loss: 0.0311496 | val_loss: 0.0311588 | Time: 3038.49 ms [2021-11-11 20:05:58 main:574] : INFO : Epoch 1614 | loss: 0.0311476 | val_loss: 0.031158 | Time: 2971.78 ms [2021-11-11 20:06:02 main:574] : INFO : Epoch 1615 | loss: 0.0311489 | val_loss: 0.0311563 | Time: 3050.17 ms [2021-11-11 20:06:05 main:574] : INFO : Epoch 1616 | loss: 0.0311494 | val_loss: 0.0311566 | Time: 2975.27 ms [2021-11-11 20:06:08 main:574] : INFO : Epoch 1617 | loss: 0.0311517 | val_loss: 0.0311596 | Time: 3028.56 ms [2021-11-11 20:06:11 main:574] : INFO : Epoch 1618 | loss: 0.0311521 | val_loss: 0.0311595 | Time: 2999.45 ms [2021-11-11 20:06:14 main:574] : INFO : Epoch 1619 | loss: 0.0311487 | val_loss: 0.0311557 | Time: 3025.39 ms [2021-11-11 20:06:17 main:574] : INFO : Epoch 1620 | loss: 0.0311475 | val_loss: 0.0311556 | Time: 3004.22 ms [2021-11-11 20:06:20 main:574] : INFO : Epoch 1621 | loss: 0.0311465 | val_loss: 0.0311559 | Time: 3015.76 ms [2021-11-11 20:06:23 main:574] : INFO : Epoch 1622 | loss: 0.0311479 | val_loss: 0.0311581 | Time: 3006.59 ms [2021-11-11 20:06:26 main:574] : INFO : Epoch 1623 | loss: 0.0311504 | val_loss: 0.0311581 | Time: 3006.14 ms [2021-11-11 20:06:29 main:574] : INFO : Epoch 1624 | loss: 0.0311472 | val_loss: 0.0311547 | Time: 2973.33 ms [2021-11-11 20:06:32 main:574] : INFO : Epoch 1625 | loss: 0.0311465 | val_loss: 0.0311556 | Time: 3006.64 ms [2021-11-11 20:06:35 main:574] : INFO : Epoch 1626 | loss: 0.0311461 | val_loss: 0.031158 | Time: 3039.59 ms [2021-11-11 20:06:38 main:574] : INFO : Epoch 1627 | loss: 0.0311472 | val_loss: 0.0311601 | Time: 3031.2 ms [2021-11-11 20:06:41 main:574] : INFO : Epoch 1628 | loss: 0.0311473 | val_loss: 0.0311556 | Time: 3003.78 ms [2021-11-11 20:06:44 main:574] : INFO : Epoch 1629 | loss: 0.0311459 | val_loss: 0.0311542 | Time: 2990.21 ms [2021-11-11 20:06:47 main:574] : INFO : Epoch 1630 | loss: 0.0311464 | val_loss: 0.0311546 | Time: 3055.61 ms [2021-11-11 20:06:50 main:574] : INFO : Epoch 1631 | loss: 0.0311466 | val_loss: 0.031156 | Time: 2988.47 ms [2021-11-11 20:06:53 main:574] : INFO : Epoch 1632 | loss: 0.0311455 | val_loss: 0.0311534 | Time: 2994.63 ms [2021-11-11 20:06:56 main:574] : INFO : Epoch 1633 | loss: 0.0311615 | val_loss: 0.031167 | Time: 3036.98 ms [2021-11-11 20:06:59 main:574] : INFO : Epoch 1634 | loss: 0.0311623 | val_loss: 0.0311611 | Time: 2995.68 ms [2021-11-11 20:07:02 main:574] : INFO : Epoch 1635 | loss: 0.0311613 | val_loss: 0.031155 | Time: 3049.57 ms [2021-11-11 20:07:05 main:574] : INFO : Epoch 1636 | loss: 0.0311544 | val_loss: 0.0311513 | Time: 2975.58 ms [2021-11-11 20:07:08 main:574] : INFO : Epoch 1637 | loss: 0.0311542 | val_loss: 0.0311546 | Time: 3054.89 ms [2021-11-11 20:07:11 main:574] : INFO : Epoch 1638 | loss: 0.0311527 | val_loss: 0.0311531 | Time: 3025.39 ms [2021-11-11 20:07:14 main:574] : INFO : Epoch 1639 | loss: 0.0311466 | val_loss: 0.0311508 | Time: 3007.32 ms [2021-11-11 20:07:17 main:574] : INFO : Epoch 1640 | loss: 0.0311446 | val_loss: 0.0311519 | Time: 2978.06 ms [2021-11-11 20:07:20 main:574] : INFO : Epoch 1641 | loss: 0.0311442 | val_loss: 0.0311525 | Time: 2993.39 ms [2021-11-11 20:07:23 main:574] : INFO : Epoch 1642 | loss: 0.031143 | val_loss: 0.0311504 | Time: 3060.68 ms [2021-11-11 20:07:26 main:574] : INFO : Epoch 1643 | loss: 0.0311415 | val_loss: 0.0311503 | Time: 3015.52 ms [2021-11-11 20:07:29 main:574] : INFO : Epoch 1644 | loss: 0.0311431 | val_loss: 0.031153 | Time: 3032.25 ms [2021-11-11 20:07:32 main:574] : INFO : Epoch 1645 | loss: 0.03114 | val_loss: 0.0311496 | Time: 2993.34 ms [2021-11-11 20:07:35 main:574] : INFO : Epoch 1646 | loss: 0.0311385 | val_loss: 0.031149 | Time: 3038.38 ms [2021-11-11 20:07:38 main:574] : INFO : Epoch 1647 | loss: 0.0311384 | val_loss: 0.0311503 | Time: 2970.31 ms [2021-11-11 20:07:41 main:574] : INFO : Epoch 1648 | loss: 0.0311376 | val_loss: 0.0311522 | Time: 3000.97 ms [2021-11-11 20:07:44 main:574] : INFO : Epoch 1649 | loss: 0.0311368 | val_loss: 0.031151 | Time: 3013.53 ms [2021-11-11 20:07:47 main:574] : INFO : Epoch 1650 | loss: 0.0311362 | val_loss: 0.0311478 | Time: 3006.68 ms [2021-11-11 20:07:50 main:574] : INFO : Epoch 1651 | loss: 0.0311366 | val_loss: 0.0311505 | Time: 2978.21 ms [2021-11-11 20:07:53 main:574] : INFO : Epoch 1652 | loss: 0.0311359 | val_loss: 0.0311493 | Time: 3016.07 ms [2021-11-11 20:07:56 main:574] : INFO : Epoch 1653 | loss: 0.0311354 | val_loss: 0.0311521 | Time: 2996.15 ms [2021-11-11 20:07:59 main:574] : INFO : Epoch 1654 | loss: 0.0311366 | val_loss: 0.0311555 | Time: 2976.6 ms [2021-11-11 20:08:02 main:574] : INFO : Epoch 1655 | loss: 0.0311362 | val_loss: 0.0311505 | Time: 2961.47 ms [2021-11-11 20:08:05 main:574] : INFO : Epoch 1656 | loss: 0.031133 | val_loss: 0.0311497 | Time: 3004.87 ms [2021-11-11 20:08:08 main:574] : INFO : Epoch 1657 | loss: 0.0311332 | val_loss: 0.0311499 | Time: 3006.61 ms [2021-11-11 20:08:11 main:574] : INFO : Epoch 1658 | loss: 0.0311342 | val_loss: 0.0311535 | Time: 3011.99 ms [2021-11-11 20:08:14 main:574] : INFO : Epoch 1659 | loss: 0.0311325 | val_loss: 0.0311489 | Time: 3046.64 ms [2021-11-11 20:08:17 main:574] : INFO : Epoch 1660 | loss: 0.0311318 | val_loss: 0.0311492 | Time: 3047.33 ms [2021-11-11 20:08:20 main:574] : INFO : Epoch 1661 | loss: 0.0311302 | val_loss: 0.0311493 | Time: 2992.4 ms [2021-11-11 20:08:23 main:574] : INFO : Epoch 1662 | loss: 0.0311296 | val_loss: 0.0311479 | Time: 2979.93 ms [2021-11-11 20:08:26 main:574] : INFO : Epoch 1663 | loss: 0.0311297 | val_loss: 0.0311546 | Time: 3016.48 ms [2021-11-11 20:08:30 main:574] : INFO : Epoch 1664 | loss: 0.0311312 | val_loss: 0.0311534 | Time: 3036.89 ms [2021-11-11 20:08:33 main:574] : INFO : Epoch 1665 | loss: 0.0311355 | val_loss: 0.0311507 | Time: 3001.98 ms [2021-11-11 20:08:36 main:574] : INFO : Epoch 1666 | loss: 0.0311333 | val_loss: 0.0311546 | Time: 2986.17 ms [2021-11-11 20:08:39 main:574] : INFO : Epoch 1667 | loss: 0.031131 | val_loss: 0.0311471 | Time: 2961.68 ms [2021-11-11 20:08:42 main:574] : INFO : Epoch 1668 | loss: 0.0311296 | val_loss: 0.0311472 | Time: 3001.04 ms [2021-11-11 20:08:45 main:574] : INFO : Epoch 1669 | loss: 0.0311291 | val_loss: 0.0311503 | Time: 2985.6 ms [2021-11-11 20:08:48 main:574] : INFO : Epoch 1670 | loss: 0.03113 | val_loss: 0.0311483 | Time: 3019.86 ms [2021-11-11 20:08:51 main:574] : INFO : Epoch 1671 | loss: 0.0311325 | val_loss: 0.0311492 | Time: 3004.81 ms [2021-11-11 20:08:54 main:574] : INFO : Epoch 1672 | loss: 0.0311318 | val_loss: 0.0311511 | Time: 3030.8 ms [2021-11-11 20:08:57 main:574] : INFO : Epoch 1673 | loss: 0.0311298 | val_loss: 0.031151 | Time: 3032.07 ms [2021-11-11 20:09:00 main:574] : INFO : Epoch 1674 | loss: 0.031129 | val_loss: 0.0311538 | Time: 2995.88 ms [2021-11-11 20:09:03 main:574] : INFO : Epoch 1675 | loss: 0.0311287 | val_loss: 0.0311528 | Time: 3030.38 ms [2021-11-11 20:09:06 main:574] : INFO : Epoch 1676 | loss: 0.0311279 | val_loss: 0.0311525 | Time: 2992.89 ms [2021-11-11 20:09:09 main:574] : INFO : Epoch 1677 | loss: 0.0311295 | val_loss: 0.031149 | Time: 3005.91 ms [2021-11-11 20:09:12 main:574] : INFO : Epoch 1678 | loss: 0.0311273 | val_loss: 0.0311497 | Time: 2992.81 ms [2021-11-11 20:09:15 main:574] : INFO : Epoch 1679 | loss: 0.0311274 | val_loss: 0.0311499 | Time: 2965.02 ms [2021-11-11 20:09:18 main:574] : INFO : Epoch 1680 | loss: 0.0311288 | val_loss: 0.0311486 | Time: 3016.9 ms [2021-11-11 20:09:21 main:574] : INFO : Epoch 1681 | loss: 0.0311268 | val_loss: 0.0311484 | Time: 2994.88 ms [2021-11-11 20:09:24 main:574] : INFO : Epoch 1682 | loss: 0.0311264 | val_loss: 0.0311525 | Time: 2997.8 ms [2021-11-11 20:09:27 main:574] : INFO : Epoch 1683 | loss: 0.0311243 | val_loss: 0.0311497 | Time: 3007.95 ms [2021-11-11 20:09:30 main:574] : INFO : Epoch 1684 | loss: 0.0311255 | val_loss: 0.0311514 | Time: 3009.08 ms [2021-11-11 20:09:33 main:574] : INFO : Epoch 1685 | loss: 0.0311254 | val_loss: 0.0311497 | Time: 2991.66 ms [2021-11-11 20:09:36 main:574] : INFO : Epoch 1686 | loss: 0.0311271 | val_loss: 0.0311534 | Time: 3030.68 ms [2021-11-11 20:09:39 main:574] : INFO : Epoch 1687 | loss: 0.0311291 | val_loss: 0.0311502 | Time: 2989.75 ms [2021-11-11 20:09:42 main:574] : INFO : Epoch 1688 | loss: 0.0311379 | val_loss: 0.0311765 | Time: 3004.52 ms [2021-11-11 20:09:45 main:574] : INFO : Epoch 1689 | loss: 0.0311726 | val_loss: 0.031179 | Time: 3013.89 ms [2021-11-11 20:09:48 main:574] : INFO : Epoch 1690 | loss: 0.0311416 | val_loss: 0.0311539 | Time: 2993.28 ms [2021-11-11 20:09:51 main:574] : INFO : Epoch 1691 | loss: 0.0311328 | val_loss: 0.0311482 | Time: 2993.02 ms [2021-11-11 20:09:54 main:574] : INFO : Epoch 1692 | loss: 0.0311302 | val_loss: 0.0311449 | Time: 2994.86 ms [2021-11-11 20:09:57 main:574] : INFO : Epoch 1693 | loss: 0.0311232 | val_loss: 0.0311469 | Time: 3014.51 ms [2021-11-11 20:10:00 main:574] : INFO : Epoch 1694 | loss: 0.0311248 | val_loss: 0.0311454 | Time: 2990.41 ms [2021-11-11 20:10:03 main:574] : INFO : Epoch 1695 | loss: 0.0311246 | val_loss: 0.0311504 | Time: 3026.41 ms [2021-11-11 20:10:06 main:574] : INFO : Epoch 1696 | loss: 0.031126 | val_loss: 0.0311493 | Time: 3024.71 ms [2021-11-11 20:10:09 main:574] : INFO : Epoch 1697 | loss: 0.0311274 | val_loss: 0.0311519 | Time: 3072.83 ms [2021-11-11 20:10:12 main:574] : INFO : Epoch 1698 | loss: 0.0311259 | val_loss: 0.0311472 | Time: 3029.81 ms [2021-11-11 20:10:15 main:574] : INFO : Epoch 1699 | loss: 0.0311248 | val_loss: 0.0311467 | Time: 2994.23 ms [2021-11-11 20:10:18 main:574] : INFO : Epoch 1700 | loss: 0.0311202 | val_loss: 0.0311456 | Time: 2985.19 ms [2021-11-11 20:10:21 main:574] : INFO : Epoch 1701 | loss: 0.0311222 | val_loss: 0.0311481 | Time: 3009.59 ms [2021-11-11 20:10:24 main:574] : INFO : Epoch 1702 | loss: 0.031124 | val_loss: 0.0311519 | Time: 3013.36 ms [2021-11-11 20:10:27 main:574] : INFO : Epoch 1703 | loss: 0.0311245 | val_loss: 0.0311449 | Time: 3019.27 ms [2021-11-11 20:10:30 main:574] : INFO : Epoch 1704 | loss: 0.0311226 | val_loss: 0.0311507 | Time: 3007.41 ms [2021-11-11 20:10:33 main:574] : INFO : Epoch 1705 | loss: 0.0311204 | val_loss: 0.031149 | Time: 3030.09 ms [2021-11-11 20:10:36 main:574] : INFO : Epoch 1706 | loss: 0.0311235 | val_loss: 0.0311468 | Time: 3040.02 ms [2021-11-11 20:10:39 main:574] : INFO : Epoch 1707 | loss: 0.0311194 | val_loss: 0.0311484 | Time: 3007.95 ms [2021-11-11 20:10:42 main:574] : INFO : Epoch 1708 | loss: 0.0311196 | val_loss: 0.0311417 | Time: 2989.16 ms [2021-11-11 20:10:45 main:574] : INFO : Epoch 1709 | loss: 0.0311189 | val_loss: 0.0311469 | Time: 3039.39 ms [2021-11-11 20:10:48 main:574] : INFO : Epoch 1710 | loss: 0.0311167 | val_loss: 0.0311485 | Time: 3010.27 ms [2021-11-11 20:10:51 main:574] : INFO : Epoch 1711 | loss: 0.0311171 | val_loss: 0.0311492 | Time: 3040.06 ms [2021-11-11 20:10:54 main:574] : INFO : Epoch 1712 | loss: 0.0311161 | val_loss: 0.0311477 | Time: 2987.23 ms [2021-11-11 20:10:57 main:574] : INFO : Epoch 1713 | loss: 0.0311169 | val_loss: 0.0311444 | Time: 3014.54 ms [2021-11-11 20:11:00 main:574] : INFO : Epoch 1714 | loss: 0.0311227 | val_loss: 0.031142 | Time: 3021.51 ms [2021-11-11 20:11:03 main:574] : INFO : Epoch 1715 | loss: 0.0311274 | val_loss: 0.0311444 | Time: 3004.13 ms [2021-11-11 20:11:06 main:574] : INFO : Epoch 1716 | loss: 0.031128 | val_loss: 0.031143 | Time: 3008.55 ms [2021-11-11 20:11:10 main:574] : INFO : Epoch 1717 | loss: 0.0311255 | val_loss: 0.0311436 | Time: 3056.88 ms [2021-11-11 20:11:13 main:574] : INFO : Epoch 1718 | loss: 0.0311215 | val_loss: 0.0311418 | Time: 2979.63 ms [2021-11-11 20:11:16 main:574] : INFO : Epoch 1719 | loss: 0.0311215 | val_loss: 0.0311458 | Time: 3025.18 ms [2021-11-11 20:11:19 main:574] : INFO : Epoch 1720 | loss: 0.031125 | val_loss: 0.0311502 | Time: 2992.06 ms [2021-11-11 20:11:22 main:574] : INFO : Epoch 1721 | loss: 0.0312192 | val_loss: 0.031233 | Time: 3017.98 ms [2021-11-11 20:11:25 main:574] : INFO : Epoch 1722 | loss: 0.0312327 | val_loss: 0.0312146 | Time: 3042.52 ms [2021-11-11 20:11:28 main:574] : INFO : Epoch 1723 | loss: 0.0312152 | val_loss: 0.0312064 | Time: 3022.3 ms [2021-11-11 20:11:31 main:574] : INFO : Epoch 1724 | loss: 0.0312048 | val_loss: 0.031202 | Time: 2986.53 ms [2021-11-11 20:11:34 main:574] : INFO : Epoch 1725 | loss: 0.031203 | val_loss: 0.0311996 | Time: 3027.97 ms [2021-11-11 20:11:37 main:574] : INFO : Epoch 1726 | loss: 0.031205 | val_loss: 0.0312027 | Time: 3012.71 ms [2021-11-11 20:11:40 main:574] : INFO : Epoch 1727 | loss: 0.031201 | val_loss: 0.0311966 | Time: 3004.69 ms [2021-11-11 20:11:43 main:574] : INFO : Epoch 1728 | loss: 0.0311989 | val_loss: 0.0311945 | Time: 3007.86 ms [2021-11-11 20:11:46 main:574] : INFO : Epoch 1729 | loss: 0.031194 | val_loss: 0.031201 | Time: 3002.31 ms [2021-11-11 20:11:49 main:574] : INFO : Epoch 1730 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 3019.68 ms [2021-11-11 20:11:52 main:574] : INFO : Epoch 1731 | loss: 0.0311924 | val_loss: 0.0311909 | Time: 3009.84 ms [2021-11-11 20:11:55 main:574] : INFO : Epoch 1732 | loss: 0.0311909 | val_loss: 0.0311897 | Time: 2983 ms [2021-11-11 20:11:58 main:574] : INFO : Epoch 1733 | loss: 0.0311896 | val_loss: 0.0311897 | Time: 3010.76 ms [2021-11-11 20:12:01 main:574] : INFO : Epoch 1734 | loss: 0.0311899 | val_loss: 0.0311881 | Time: 3026.36 ms [2021-11-11 20:12:04 main:574] : INFO : Epoch 1735 | loss: 0.0311886 | val_loss: 0.031186 | Time: 2999.39 ms [2021-11-11 20:12:07 main:574] : INFO : Epoch 1736 | loss: 0.0311858 | val_loss: 0.0311859 | Time: 3006.75 ms [2021-11-11 20:12:10 main:574] : INFO : Epoch 1737 | loss: 0.0311852 | val_loss: 0.031185 | Time: 2998.02 ms [2021-11-11 20:12:13 main:574] : INFO : Epoch 1738 | loss: 0.031184 | val_loss: 0.0311848 | Time: 3015.78 ms [2021-11-11 20:12:16 main:574] : INFO : Epoch 1739 | loss: 0.0311848 | val_loss: 0.0311845 | Time: 3002.52 ms [2021-11-11 20:12:19 main:574] : INFO : Epoch 1740 | loss: 0.0311853 | val_loss: 0.0311905 | Time: 2980.74 ms [2021-11-11 20:12:22 main:574] : INFO : Epoch 1741 | loss: 0.0311839 | val_loss: 0.0311826 | Time: 3003.68 ms [2021-11-11 20:12:25 main:574] : INFO : Epoch 1742 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 2963.25 ms [2021-11-11 20:12:28 main:574] : INFO : Epoch 1743 | loss: 0.0311794 | val_loss: 0.0311828 | Time: 2957.48 ms [2021-11-11 20:12:31 main:574] : INFO : Epoch 1744 | loss: 0.0311791 | val_loss: 0.0311807 | Time: 2973.1 ms [2021-11-11 20:12:34 main:574] : INFO : Epoch 1745 | loss: 0.0311793 | val_loss: 0.0311827 | Time: 2950.78 ms [2021-11-11 20:12:37 main:574] : INFO : Epoch 1746 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 2968.02 ms [2021-11-11 20:12:40 main:574] : INFO : Epoch 1747 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 2951.3 ms [2021-11-11 20:12:43 main:574] : INFO : Epoch 1748 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 2949.8 ms [2021-11-11 20:12:46 main:574] : INFO : Epoch 1749 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 2937.35 ms [2021-11-11 20:12:49 main:574] : INFO : Epoch 1750 | loss: 0.0311756 | val_loss: 0.0311792 | Time: 2929.89 ms [2021-11-11 20:12:52 main:574] : INFO : Epoch 1751 | loss: 0.031175 | val_loss: 0.0311786 | Time: 2948.87 ms [2021-11-11 20:12:55 main:574] : INFO : Epoch 1752 | loss: 0.0311753 | val_loss: 0.031187 | Time: 2954.25 ms [2021-11-11 20:12:58 main:574] : INFO : Epoch 1753 | loss: 0.031177 | val_loss: 0.0311853 | Time: 2946.98 ms [2021-11-11 20:13:01 main:574] : INFO : Epoch 1754 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2935.22 ms [2021-11-11 20:13:04 main:574] : INFO : Epoch 1755 | loss: 0.0311712 | val_loss: 0.0311804 | Time: 2965.15 ms [2021-11-11 20:13:06 main:574] : INFO : Epoch 1756 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 2960.89 ms [2021-11-11 20:13:09 main:574] : INFO : Epoch 1757 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 2952.58 ms [2021-11-11 20:13:12 main:574] : INFO : Epoch 1758 | loss: 0.0311727 | val_loss: 0.0311776 | Time: 2994.38 ms [2021-11-11 20:13:15 main:574] : INFO : Epoch 1759 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 2986.99 ms [2021-11-11 20:13:18 main:574] : INFO : Epoch 1760 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 2984.81 ms [2021-11-11 20:13:21 main:574] : INFO : Epoch 1761 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 2985.1 ms [2021-11-11 20:13:24 main:574] : INFO : Epoch 1762 | loss: 0.0311708 | val_loss: 0.0311771 | Time: 2960.72 ms [2021-11-11 20:13:27 main:574] : INFO : Epoch 1763 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 2979.22 ms [2021-11-11 20:13:30 main:574] : INFO : Epoch 1764 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 2983.38 ms [2021-11-11 20:13:33 main:574] : INFO : Epoch 1765 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 2968.46 ms [2021-11-11 20:13:36 main:574] : INFO : Epoch 1766 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 2986.1 ms [2021-11-11 20:13:39 main:574] : INFO : Epoch 1767 | loss: 0.0311685 | val_loss: 0.031178 | Time: 2993.21 ms [2021-11-11 20:13:42 main:574] : INFO : Epoch 1768 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 2992.1 ms [2021-11-11 20:13:45 main:574] : INFO : Epoch 1769 | loss: 0.0311688 | val_loss: 0.0311827 | Time: 2992.68 ms [2021-11-11 20:13:48 main:574] : INFO : Epoch 1770 | loss: 0.0311694 | val_loss: 0.0311804 | Time: 2970.75 ms [2021-11-11 20:13:51 main:574] : INFO : Epoch 1771 | loss: 0.0311654 | val_loss: 0.0311788 | Time: 2983.03 ms [2021-11-11 20:13:55 main:574] : INFO : Epoch 1772 | loss: 0.0311679 | val_loss: 0.031176 | Time: 2988.77 ms [2021-11-11 20:13:58 main:574] : INFO : Epoch 1773 | loss: 0.0311668 | val_loss: 0.0311778 | Time: 3004.69 ms [2021-11-11 20:14:01 main:574] : INFO : Epoch 1774 | loss: 0.0311674 | val_loss: 0.0311768 | Time: 2969.05 ms [2021-11-11 20:14:04 main:574] : INFO : Epoch 1775 | loss: 0.0311656 | val_loss: 0.0311775 | Time: 2989.64 ms [2021-11-11 20:14:07 main:574] : INFO : Epoch 1776 | loss: 0.0311652 | val_loss: 0.0311761 | Time: 2965.34 ms [2021-11-11 20:14:10 main:574] : INFO : Epoch 1777 | loss: 0.0311637 | val_loss: 0.0311821 | Time: 2970.34 ms [2021-11-11 20:14:13 main:574] : INFO : Epoch 1778 | loss: 0.0311663 | val_loss: 0.0311822 | Time: 2990.99 ms [2021-11-11 20:14:16 main:574] : INFO : Epoch 1779 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 2972.5 ms [2021-11-11 20:14:19 main:574] : INFO : Epoch 1780 | loss: 0.0311677 | val_loss: 0.0311793 | Time: 3008.95 ms [2021-11-11 20:14:22 main:574] : INFO : Epoch 1781 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 2978.84 ms [2021-11-11 20:14:25 main:574] : INFO : Epoch 1782 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 2977.22 ms [2021-11-11 20:14:28 main:574] : INFO : Epoch 1783 | loss: 0.0311654 | val_loss: 0.031176 | Time: 3001.11 ms [2021-11-11 20:14:31 main:574] : INFO : Epoch 1784 | loss: 0.0311648 | val_loss: 0.0311851 | Time: 2999.37 ms [2021-11-11 20:14:34 main:574] : INFO : Epoch 1785 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 2999.35 ms [2021-11-11 20:14:37 main:574] : INFO : Epoch 1786 | loss: 0.031165 | val_loss: 0.0311778 | Time: 2970.35 ms [2021-11-11 20:14:40 main:574] : INFO : Epoch 1787 | loss: 0.0311643 | val_loss: 0.0311776 | Time: 3011.71 ms [2021-11-11 20:14:43 main:574] : INFO : Epoch 1788 | loss: 0.0311648 | val_loss: 0.0311763 | Time: 3001.2 ms [2021-11-11 20:14:46 main:574] : INFO : Epoch 1789 | loss: 0.0311632 | val_loss: 0.0311755 | Time: 2955.37 ms [2021-11-11 20:14:49 main:574] : INFO : Epoch 1790 | loss: 0.0311705 | val_loss: 0.0311859 | Time: 2969.97 ms [2021-11-11 20:14:52 main:574] : INFO : Epoch 1791 | loss: 0.0311693 | val_loss: 0.0311725 | Time: 2969.75 ms [2021-11-11 20:14:55 main:574] : INFO : Epoch 1792 | loss: 0.031165 | val_loss: 0.031173 | Time: 2973.57 ms [2021-11-11 20:14:58 main:574] : INFO : Epoch 1793 | loss: 0.0311625 | val_loss: 0.0311758 | Time: 2961.55 ms [2021-11-11 20:15:00 main:574] : INFO : Epoch 1794 | loss: 0.0311609 | val_loss: 0.0311764 | Time: 2965.01 ms [2021-11-11 20:15:03 main:574] : INFO : Epoch 1795 | loss: 0.0311612 | val_loss: 0.0311745 | Time: 2944.86 ms [2021-11-11 20:15:06 main:574] : INFO : Epoch 1796 | loss: 0.0311626 | val_loss: 0.0311757 | Time: 2963.69 ms [2021-11-11 20:15:09 main:574] : INFO : Epoch 1797 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 2973.9 ms [2021-11-11 20:15:12 main:574] : INFO : Epoch 1798 | loss: 0.03116 | val_loss: 0.0311762 | Time: 3015.2 ms [2021-11-11 20:15:15 main:574] : INFO : Epoch 1799 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 2986.77 ms [2021-11-11 20:15:18 main:574] : INFO : Epoch 1800 | loss: 0.0311657 | val_loss: 0.0311724 | Time: 2975.33 ms [2021-11-11 20:15:21 main:574] : INFO : Epoch 1801 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 2979.69 ms [2021-11-11 20:15:24 main:574] : INFO : Epoch 1802 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 2978.46 ms [2021-11-11 20:15:27 main:574] : INFO : Epoch 1803 | loss: 0.0311612 | val_loss: 0.0311716 | Time: 2982.14 ms [2021-11-11 20:15:30 main:574] : INFO : Epoch 1804 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 3000.73 ms [2021-11-11 20:15:33 main:574] : INFO : Epoch 1805 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 2996.22 ms [2021-11-11 20:15:36 main:574] : INFO : Epoch 1806 | loss: 0.0311599 | val_loss: 0.0311769 | Time: 3006.77 ms [2021-11-11 20:15:39 main:574] : INFO : Epoch 1807 | loss: 0.0311597 | val_loss: 0.0311735 | Time: 3000.49 ms [2021-11-11 20:15:42 main:574] : INFO : Epoch 1808 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 2996.21 ms [2021-11-11 20:15:45 main:574] : INFO : Epoch 1809 | loss: 0.0311614 | val_loss: 0.0311812 | Time: 3003.71 ms [2021-11-11 20:15:48 main:574] : INFO : Epoch 1810 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 3023.09 ms [2021-11-11 20:15:51 main:574] : INFO : Epoch 1811 | loss: 0.0311598 | val_loss: 0.031176 | Time: 2996.64 ms [2021-11-11 20:15:54 main:574] : INFO : Epoch 1812 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 3001.58 ms [2021-11-11 20:15:58 main:574] : INFO : Epoch 1813 | loss: 0.0311564 | val_loss: 0.031173 | Time: 3009.9 ms [2021-11-11 20:16:01 main:574] : INFO : Epoch 1814 | loss: 0.0311577 | val_loss: 0.0311723 | Time: 2992.37 ms [2021-11-11 20:16:04 main:574] : INFO : Epoch 1815 | loss: 0.0311571 | val_loss: 0.0311739 | Time: 2988.42 ms [2021-11-11 20:16:07 main:574] : INFO : Epoch 1816 | loss: 0.0311583 | val_loss: 0.031173 | Time: 3024.11 ms [2021-11-11 20:16:10 main:574] : INFO : Epoch 1817 | loss: 0.0311577 | val_loss: 0.0311704 | Time: 2973.16 ms [2021-11-11 20:16:13 main:574] : INFO : Epoch 1818 | loss: 0.0311578 | val_loss: 0.031171 | Time: 2992.51 ms [2021-11-11 20:16:16 main:574] : INFO : Epoch 1819 | loss: 0.0311566 | val_loss: 0.0311711 | Time: 3009.96 ms [2021-11-11 20:16:19 main:574] : INFO : Epoch 1820 | loss: 0.0311543 | val_loss: 0.0311743 | Time: 3011.4 ms [2021-11-11 20:16:22 main:574] : INFO : Epoch 1821 | loss: 0.031155 | val_loss: 0.031174 | Time: 3035.12 ms [2021-11-11 20:16:25 main:574] : INFO : Epoch 1822 | loss: 0.0311567 | val_loss: 0.0311732 | Time: 2979.59 ms [2021-11-11 20:16:28 main:574] : INFO : Epoch 1823 | loss: 0.0311553 | val_loss: 0.031173 | Time: 3043.89 ms [2021-11-11 20:16:31 main:574] : INFO : Epoch 1824 | loss: 0.0311552 | val_loss: 0.0311703 | Time: 3026.31 ms [2021-11-11 20:16:34 main:574] : INFO : Epoch 1825 | loss: 0.0311539 | val_loss: 0.0311731 | Time: 3041.91 ms [2021-11-11 20:16:37 main:574] : INFO : Epoch 1826 | loss: 0.0311534 | val_loss: 0.0311729 | Time: 3029.08 ms [2021-11-11 20:16:40 main:574] : INFO : Epoch 1827 | loss: 0.0311531 | val_loss: 0.0311705 | Time: 2983.52 ms [2021-11-11 20:16:43 main:574] : INFO : Epoch 1828 | loss: 0.0311519 | val_loss: 0.0311756 | Time: 2965.73 ms [2021-11-11 20:16:46 main:574] : INFO : Epoch 1829 | loss: 0.0311536 | val_loss: 0.031178 | Time: 2958.98 ms [2021-11-11 20:16:49 main:574] : INFO : Epoch 1830 | loss: 0.0311528 | val_loss: 0.0311765 | Time: 3008.36 ms [2021-11-11 20:16:52 main:574] : INFO : Epoch 1831 | loss: 0.031151 | val_loss: 0.031176 | Time: 2988.22 ms [2021-11-11 20:16:55 main:574] : INFO : Epoch 1832 | loss: 0.0311508 | val_loss: 0.0311737 | Time: 3017.11 ms [2021-11-11 20:16:58 main:574] : INFO : Epoch 1833 | loss: 0.0311525 | val_loss: 0.0311759 | Time: 2991.61 ms [2021-11-11 20:17:01 main:574] : INFO : Epoch 1834 | loss: 0.0311516 | val_loss: 0.0311739 | Time: 2996.98 ms [2021-11-11 20:17:04 main:574] : INFO : Epoch 1835 | loss: 0.0311516 | val_loss: 0.0311746 | Time: 3017.19 ms [2021-11-11 20:17:07 main:574] : INFO : Epoch 1836 | loss: 0.0311505 | val_loss: 0.0311753 | Time: 2990.24 ms [2021-11-11 20:17:10 main:574] : INFO : Epoch 1837 | loss: 0.0311524 | val_loss: 0.0311702 | Time: 2990.67 ms [2021-11-11 20:17:13 main:574] : INFO : Epoch 1838 | loss: 0.0311509 | val_loss: 0.0311722 | Time: 3032.26 ms [2021-11-11 20:17:16 main:574] : INFO : Epoch 1839 | loss: 0.0311498 | val_loss: 0.0311759 | Time: 3046.71 ms [2021-11-11 20:17:19 main:574] : INFO : Epoch 1840 | loss: 0.0311502 | val_loss: 0.0311757 | Time: 2986.98 ms [2021-11-11 20:17:22 main:574] : INFO : Epoch 1841 | loss: 0.0311512 | val_loss: 0.0311735 | Time: 3008.89 ms [2021-11-11 20:17:25 main:574] : INFO : Epoch 1842 | loss: 0.0311507 | val_loss: 0.0311747 | Time: 3003.78 ms [2021-11-11 20:17:28 main:574] : INFO : Epoch 1843 | loss: 0.0311497 | val_loss: 0.0311796 | Time: 2979.07 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-11 20:45:58 main:435] : INFO : Set logging level to 1 [2021-11-11 20:45:58 main:441] : INFO : Running in BOINC Client mode [2021-11-11 20:45:58 main:444] : INFO : Resolving all filenames [2021-11-11 20:45:58 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-11 20:45:58 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636228835-10213-0_0_r1062603438_1 (exists = 1) [2021-11-11 20:45:58 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636228835-10213-0_0_r1062603438_0 (exists = 0) [2021-11-11 20:45:58 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-11-11 20:45:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-11 20:45:58 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-11 20:45:58 main:474] : INFO : Configuration: [2021-11-11 20:45:58 main:475] : INFO : Model type: GRU [2021-11-11 20:45:58 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-11 20:45:58 main:477] : INFO : Max Epochs: 2048 [2021-11-11 20:45:58 main:478] : INFO : Batch Size: 128 [2021-11-11 20:45:58 main:479] : INFO : Learning Rate: 0.01 [2021-11-11 20:45:58 main:480] : INFO : Patience: 10 [2021-11-11 20:45:58 main:481] : INFO : Hidden Width: 12 [2021-11-11 20:45:58 main:482] : INFO : # Recurrent Layers: 4 [2021-11-11 20:45:58 main:483] : INFO : # Backend Layers: 4 [2021-11-11 20:45:58 main:484] : INFO : # Threads: 1 [2021-11-11 20:45:58 main:486] : INFO : Preparing Dataset [2021-11-11 20:45:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 20:45:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 20:46:01 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-11 20:46:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 20:46:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 20:46:01 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-11 20:46:01 main:494] : INFO : Creating Model [2021-11-11 20:46:01 main:507] : INFO : Preparing config file [2021-11-11 20:46:01 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-11 20:46:01 main:512] : INFO : Loading config [2021-11-11 20:46:01 main:514] : INFO : Loading state [2021-11-11 20:46:02 main:559] : INFO : Loading DataLoader into Memory [2021-11-11 20:46:02 main:562] : INFO : Starting Training [2021-11-11 20:46:06 main:574] : INFO : Epoch 1805 | loss: 0.0312052 | val_loss: 0.0311804 | Time: 3372.3 ms [2021-11-11 20:46:09 main:574] : INFO : Epoch 1806 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 2984.14 ms [2021-11-11 20:46:12 main:574] : INFO : Epoch 1807 | loss: 0.0311689 | val_loss: 0.0311692 | Time: 3044.34 ms [2021-11-11 20:46:15 main:574] : INFO : Epoch 1808 | loss: 0.0311655 | val_loss: 0.0311708 | Time: 3008.98 ms [2021-11-11 20:46:18 main:574] : INFO : Epoch 1809 | loss: 0.0311645 | val_loss: 0.0311693 | Time: 3014.72 ms [2021-11-11 20:46:21 main:574] : INFO : Epoch 1810 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 2975.82 ms [2021-11-11 20:46:24 main:574] : INFO : Epoch 1811 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 3030.75 ms [2021-11-11 20:46:27 main:574] : INFO : Epoch 1812 | loss: 0.0311619 | val_loss: 0.0311667 | Time: 2991.79 ms [2021-11-11 20:46:30 main:574] : INFO : Epoch 1813 | loss: 0.031161 | val_loss: 0.0311691 | Time: 3036.22 ms [2021-11-11 20:46:33 main:574] : INFO : Epoch 1814 | loss: 0.0311585 | val_loss: 0.0311677 | Time: 3009.62 ms [2021-11-11 20:46:36 main:574] : INFO : Epoch 1815 | loss: 0.031157 | val_loss: 0.0311674 | Time: 3004.96 ms [2021-11-11 20:46:39 main:574] : INFO : Epoch 1816 | loss: 0.0311574 | val_loss: 0.031171 | Time: 2994.65 ms [2021-11-11 20:46:42 main:574] : INFO : Epoch 1817 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 3026.97 ms [2021-11-11 20:46:45 main:574] : INFO : Epoch 1818 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 3077.48 ms [2021-11-11 20:46:48 main:574] : INFO : Epoch 1819 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 2987.19 ms [2021-11-11 20:46:51 main:574] : INFO : Epoch 1820 | loss: 0.0311572 | val_loss: 0.0311666 | Time: 2993.14 ms [2021-11-11 20:46:54 main:574] : INFO : Epoch 1821 | loss: 0.0311555 | val_loss: 0.0311681 | Time: 3024.94 ms [2021-11-11 20:46:57 main:574] : INFO : Epoch 1822 | loss: 0.0311559 | val_loss: 0.0311668 | Time: 3009.72 ms [2021-11-11 20:47:00 main:574] : INFO : Epoch 1823 | loss: 0.0311562 | val_loss: 0.0311677 | Time: 3011.05 ms [2021-11-11 20:47:03 main:574] : INFO : Epoch 1824 | loss: 0.0311558 | val_loss: 0.0311687 | Time: 2991.67 ms [2021-11-11 20:47:06 main:574] : INFO : Epoch 1825 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 3008.29 ms [2021-11-11 20:47:09 main:574] : INFO : Epoch 1826 | loss: 0.0311577 | val_loss: 0.0311663 | Time: 3014.06 ms [2021-11-11 20:47:12 main:574] : INFO : Epoch 1827 | loss: 0.0311585 | val_loss: 0.0311626 | Time: 3041.22 ms [2021-11-11 20:47:15 main:574] : INFO : Epoch 1828 | loss: 0.0311564 | val_loss: 0.0311634 | Time: 3018.39 ms [2021-11-11 20:47:19 main:574] : INFO : Epoch 1829 | loss: 0.0311532 | val_loss: 0.0311649 | Time: 3042.29 ms [2021-11-11 20:47:22 main:574] : INFO : Epoch 1830 | loss: 0.0311558 | val_loss: 0.0311665 | Time: 3009.17 ms [2021-11-11 20:47:25 main:574] : INFO : Epoch 1831 | loss: 0.0311538 | val_loss: 0.0311616 | Time: 3045.15 ms [2021-11-11 20:47:28 main:574] : INFO : Epoch 1832 | loss: 0.0311534 | val_loss: 0.0311656 | Time: 3000.93 ms [2021-11-11 20:47:31 main:574] : INFO : Epoch 1833 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 3031.79 ms [2021-11-11 20:47:34 main:574] : INFO : Epoch 1834 | loss: 0.0311541 | val_loss: 0.0311636 | Time: 3010.46 ms [2021-11-11 20:47:37 main:574] : INFO : Epoch 1835 | loss: 0.0311523 | val_loss: 0.0311619 | Time: 3004.37 ms [2021-11-11 20:47:40 main:574] : INFO : Epoch 1836 | loss: 0.0311514 | val_loss: 0.0311618 | Time: 3009.68 ms [2021-11-11 20:47:43 main:574] : INFO : Epoch 1837 | loss: 0.0311554 | val_loss: 0.031161 | Time: 3071.65 ms [2021-11-11 20:47:46 main:574] : INFO : Epoch 1838 | loss: 0.0311491 | val_loss: 0.031163 | Time: 3038.48 ms [2021-11-11 20:47:49 main:574] : INFO : Epoch 1839 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 3015.96 ms [2021-11-11 20:47:52 main:574] : INFO : Epoch 1840 | loss: 0.031151 | val_loss: 0.0311605 | Time: 3047.59 ms [2021-11-11 20:47:55 main:574] : INFO : Epoch 1841 | loss: 0.0311487 | val_loss: 0.0311626 | Time: 3016.89 ms [2021-11-11 20:47:58 main:574] : INFO : Epoch 1842 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 2973.45 ms [2021-11-11 20:48:01 main:574] : INFO : Epoch 1843 | loss: 0.0311537 | val_loss: 0.0311625 | Time: 3024.05 ms [2021-11-11 20:48:04 main:574] : INFO : Epoch 1844 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 3006.79 ms [2021-11-11 20:48:07 main:574] : INFO : Epoch 1845 | loss: 0.0311501 | val_loss: 0.0311672 | Time: 3028.96 ms [2021-11-11 20:48:10 main:574] : INFO : Epoch 1846 | loss: 0.0311497 | val_loss: 0.0311628 | Time: 3043.44 ms [2021-11-11 20:48:13 main:574] : INFO : Epoch 1847 | loss: 0.0311452 | val_loss: 0.0311615 | Time: 3019.37 ms [2021-11-11 20:48:16 main:574] : INFO : Epoch 1848 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 3015.92 ms [2021-11-11 20:48:19 main:574] : INFO : Epoch 1849 | loss: 0.0311455 | val_loss: 0.0311646 | Time: 3058.02 ms [2021-11-11 20:48:22 main:574] : INFO : Epoch 1850 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 3048.53 ms [2021-11-11 20:48:25 main:574] : INFO : Epoch 1851 | loss: 0.0311461 | val_loss: 0.0311599 | Time: 3029.23 ms [2021-11-11 20:48:28 main:574] : INFO : Epoch 1852 | loss: 0.0311482 | val_loss: 0.0311692 | Time: 3027.86 ms [2021-11-11 20:48:31 main:574] : INFO : Epoch 1853 | loss: 0.0311585 | val_loss: 0.0311638 | Time: 3007.27 ms [2021-11-11 20:48:34 main:574] : INFO : Epoch 1854 | loss: 0.0311533 | val_loss: 0.0311588 | Time: 2987.42 ms [2021-11-11 20:48:37 main:574] : INFO : Epoch 1855 | loss: 0.0311529 | val_loss: 0.0311569 | Time: 3020.49 ms [2021-11-11 20:48:40 main:574] : INFO : Epoch 1856 | loss: 0.0311511 | val_loss: 0.0311589 | Time: 3036.69 ms [2021-11-11 20:48:44 main:574] : INFO : Epoch 1857 | loss: 0.0311504 | val_loss: 0.0311642 | Time: 3066.83 ms [2021-11-11 20:48:47 main:574] : INFO : Epoch 1858 | loss: 0.0311468 | val_loss: 0.031156 | Time: 3019.08 ms [2021-11-11 20:48:50 main:574] : INFO : Epoch 1859 | loss: 0.0311462 | val_loss: 0.031156 | Time: 3034.54 ms [2021-11-11 20:48:53 main:574] : INFO : Epoch 1860 | loss: 0.0311454 | val_loss: 0.0311577 | Time: 3024.86 ms [2021-11-11 20:48:56 main:574] : INFO : Epoch 1861 | loss: 0.0311431 | val_loss: 0.0311552 | Time: 3048.39 ms [2021-11-11 20:48:59 main:574] : INFO : Epoch 1862 | loss: 0.0311409 | val_loss: 0.0311558 | Time: 3033.71 ms [2021-11-11 20:49:02 main:574] : INFO : Epoch 1863 | loss: 0.0311377 | val_loss: 0.0311573 | Time: 3022.62 ms [2021-11-11 20:49:05 main:574] : INFO : Epoch 1864 | loss: 0.0311377 | val_loss: 0.0311561 | Time: 3037.01 ms [2021-11-11 20:49:08 main:574] : INFO : Epoch 1865 | loss: 0.0311386 | val_loss: 0.0311578 | Time: 3004.32 ms [2021-11-11 20:49:11 main:574] : INFO : Epoch 1866 | loss: 0.0311364 | val_loss: 0.0311535 | Time: 3028.33 ms [2021-11-11 20:49:14 main:574] : INFO : Epoch 1867 | loss: 0.0311373 | val_loss: 0.031158 | Time: 3020.19 ms [2021-11-11 20:49:17 main:574] : INFO : Epoch 1868 | loss: 0.0311348 | val_loss: 0.0311574 | Time: 2995.36 ms [2021-11-11 20:49:20 main:574] : INFO : Epoch 1869 | loss: 0.0311351 | val_loss: 0.0311587 | Time: 3000.01 ms [2021-11-11 20:49:23 main:574] : INFO : Epoch 1870 | loss: 0.0311361 | val_loss: 0.0311576 | Time: 3025.05 ms [2021-11-11 20:49:26 main:574] : INFO : Epoch 1871 | loss: 0.0311351 | val_loss: 0.0311578 | Time: 3027.98 ms [2021-11-11 20:49:29 main:574] : INFO : Epoch 1872 | loss: 0.0311355 | val_loss: 0.0311589 | Time: 3043.24 ms [2021-11-11 20:49:32 main:574] : INFO : Epoch 1873 | loss: 0.0311326 | val_loss: 0.0311576 | Time: 3030.93 ms [2021-11-11 20:49:35 main:574] : INFO : Epoch 1874 | loss: 0.0311386 | val_loss: 0.0311541 | Time: 3055.71 ms [2021-11-11 20:49:38 main:574] : INFO : Epoch 1875 | loss: 0.0311352 | val_loss: 0.0311579 | Time: 2999.4 ms [2021-11-11 20:49:41 main:574] : INFO : Epoch 1876 | loss: 0.0311351 | val_loss: 0.0311549 | Time: 3017.44 ms [2021-11-11 20:49:44 main:574] : INFO : Epoch 1877 | loss: 0.0311343 | val_loss: 0.0311603 | Time: 3028.76 ms [2021-11-11 20:49:47 main:574] : INFO : Epoch 1878 | loss: 0.0311401 | val_loss: 0.0311611 | Time: 3001.85 ms [2021-11-11 20:49:50 main:574] : INFO : Epoch 1879 | loss: 0.0311378 | val_loss: 0.0311557 | Time: 3027.59 ms [2021-11-11 20:49:53 main:574] : INFO : Epoch 1880 | loss: 0.0311361 | val_loss: 0.0311562 | Time: 2991.37 ms [2021-11-11 20:49:56 main:574] : INFO : Epoch 1881 | loss: 0.0311367 | val_loss: 0.0311585 | Time: 3028.76 ms [2021-11-11 20:49:59 main:574] : INFO : Epoch 1882 | loss: 0.0311332 | val_loss: 0.0311556 | Time: 3023.92 ms [2021-11-11 20:50:02 main:574] : INFO : Epoch 1883 | loss: 0.0311348 | val_loss: 0.0311551 | Time: 2999.35 ms [2021-11-11 20:50:05 main:574] : INFO : Epoch 1884 | loss: 0.0311339 | val_loss: 0.0311565 | Time: 3012.15 ms [2021-11-11 20:50:08 main:574] : INFO : Epoch 1885 | loss: 0.0311319 | val_loss: 0.0311589 | Time: 3003.03 ms [2021-11-11 20:50:11 main:574] : INFO : Epoch 1886 | loss: 0.0311351 | val_loss: 0.0311553 | Time: 3035.56 ms [2021-11-11 20:50:15 main:574] : INFO : Epoch 1887 | loss: 0.0311329 | val_loss: 0.0311555 | Time: 3015.09 ms [2021-11-11 20:50:18 main:574] : INFO : Epoch 1888 | loss: 0.031132 | val_loss: 0.0311548 | Time: 3043.14 ms [2021-11-11 20:50:21 main:574] : INFO : Epoch 1889 | loss: 0.0311343 | val_loss: 0.0311553 | Time: 3039.25 ms [2021-11-11 20:50:24 main:574] : INFO : Epoch 1890 | loss: 0.0311302 | val_loss: 0.0311573 | Time: 3027.04 ms [2021-11-11 20:50:27 main:574] : INFO : Epoch 1891 | loss: 0.0311307 | val_loss: 0.0311591 | Time: 3051.21 ms [2021-11-11 20:50:30 main:574] : INFO : Epoch 1892 | loss: 0.0311316 | val_loss: 0.0311577 | Time: 3047.61 ms [2021-11-11 20:50:33 main:574] : INFO : Epoch 1893 | loss: 0.0311315 | val_loss: 0.03116 | Time: 3025.18 ms [2021-11-11 20:50:36 main:574] : INFO : Epoch 1894 | loss: 0.0311294 | val_loss: 0.0311566 | Time: 3008.17 ms [2021-11-11 20:50:39 main:574] : INFO : Epoch 1895 | loss: 0.031131 | val_loss: 0.0311576 | Time: 3044.27 ms [2021-11-11 20:50:42 main:574] : INFO : Epoch 1896 | loss: 0.0311413 | val_loss: 0.0311552 | Time: 3003.22 ms [2021-11-11 20:50:45 main:574] : INFO : Epoch 1897 | loss: 0.0311355 | val_loss: 0.0311546 | Time: 3014.95 ms [2021-11-11 20:50:48 main:574] : INFO : Epoch 1898 | loss: 0.0311322 | val_loss: 0.0311594 | Time: 3013.16 ms [2021-11-11 20:50:51 main:574] : INFO : Epoch 1899 | loss: 0.0311314 | val_loss: 0.0311552 | Time: 3010.05 ms [2021-11-11 20:50:54 main:574] : INFO : Epoch 1900 | loss: 0.0311323 | val_loss: 0.0311548 | Time: 3039.28 ms [2021-11-11 20:50:57 main:574] : INFO : Epoch 1901 | loss: 0.0311322 | val_loss: 0.0311564 | Time: 3005.6 ms [2021-11-11 20:51:00 main:574] : INFO : Epoch 1902 | loss: 0.0311274 | val_loss: 0.0311546 | Time: 2997.37 ms [2021-11-11 20:51:03 main:574] : INFO : Epoch 1903 | loss: 0.0311274 | val_loss: 0.0311576 | Time: 3010.61 ms [2021-11-11 20:51:06 main:574] : INFO : Epoch 1904 | loss: 0.0311271 | val_loss: 0.0311551 | Time: 3039.88 ms [2021-11-11 20:51:09 main:574] : INFO : Epoch 1905 | loss: 0.0311255 | val_loss: 0.0311542 | Time: 3001.89 ms [2021-11-11 20:51:12 main:574] : INFO : Epoch 1906 | loss: 0.0311262 | val_loss: 0.0311541 | Time: 3034.73 ms [2021-11-11 20:51:15 main:574] : INFO : Epoch 1907 | loss: 0.0311305 | val_loss: 0.0311605 | Time: 3046.41 ms [2021-11-11 20:51:18 main:574] : INFO : Epoch 1908 | loss: 0.0311332 | val_loss: 0.0311582 | Time: 2996.59 ms [2021-11-11 20:51:21 main:574] : INFO : Epoch 1909 | loss: 0.0311319 | val_loss: 0.0311583 | Time: 3006.89 ms [2021-11-11 20:51:24 main:574] : INFO : Epoch 1910 | loss: 0.0311293 | val_loss: 0.0311589 | Time: 3009.64 ms [2021-11-11 20:51:27 main:574] : INFO : Epoch 1911 | loss: 0.0311277 | val_loss: 0.0311592 | Time: 3048.31 ms [2021-11-11 20:51:30 main:574] : INFO : Epoch 1912 | loss: 0.0311248 | val_loss: 0.0311576 | Time: 2992.54 ms [2021-11-11 20:51:33 main:574] : INFO : Epoch 1913 | loss: 0.0311289 | val_loss: 0.0311584 | Time: 3033.39 ms [2021-11-11 20:51:36 main:574] : INFO : Epoch 1914 | loss: 0.0311287 | val_loss: 0.0311535 | Time: 3051.78 ms [2021-11-11 20:51:39 main:574] : INFO : Epoch 1915 | loss: 0.0311302 | val_loss: 0.0311564 | Time: 3001.61 ms [2021-11-11 20:51:43 main:574] : INFO : Epoch 1916 | loss: 0.0311278 | val_loss: 0.0311592 | Time: 3028.95 ms [2021-11-11 20:51:46 main:574] : INFO : Epoch 1917 | loss: 0.0311311 | val_loss: 0.0311533 | Time: 3037.39 ms [2021-11-11 20:51:49 main:574] : INFO : Epoch 1918 | loss: 0.0311282 | val_loss: 0.0311563 | Time: 3011.89 ms [2021-11-11 20:51:52 main:574] : INFO : Epoch 1919 | loss: 0.0311287 | val_loss: 0.0311534 | Time: 3040.89 ms [2021-11-11 20:51:55 main:574] : INFO : Epoch 1920 | loss: 0.0311243 | val_loss: 0.031151 | Time: 3021.96 ms [2021-11-11 20:51:58 main:574] : INFO : Epoch 1921 | loss: 0.0311248 | val_loss: 0.0311571 | Time: 3002.76 ms [2021-11-11 20:52:01 main:574] : INFO : Epoch 1922 | loss: 0.0311257 | val_loss: 0.0311567 | Time: 3035.81 ms [2021-11-11 20:52:04 main:574] : INFO : Epoch 1923 | loss: 0.0311319 | val_loss: 0.0311568 | Time: 3049.05 ms [2021-11-11 20:52:07 main:574] : INFO : Epoch 1924 | loss: 0.0311259 | val_loss: 0.0311499 | Time: 3019.57 ms [2021-11-11 20:52:10 main:574] : INFO : Epoch 1925 | loss: 0.0311214 | val_loss: 0.0311511 | Time: 3023.22 ms [2021-11-11 20:52:13 main:574] : INFO : Epoch 1926 | loss: 0.0311193 | val_loss: 0.0311592 | Time: 3050.02 ms [2021-11-11 20:52:16 main:574] : INFO : Epoch 1927 | loss: 0.0311228 | val_loss: 0.0311492 | Time: 3014.97 ms [2021-11-11 20:52:19 main:574] : INFO : Epoch 1928 | loss: 0.0311198 | val_loss: 0.0311573 | Time: 3054.25 ms [2021-11-11 20:52:22 main:574] : INFO : Epoch 1929 | loss: 0.0311346 | val_loss: 0.0311538 | Time: 3006.63 ms [2021-11-11 20:52:25 main:574] : INFO : Epoch 1930 | loss: 0.0311336 | val_loss: 0.0311529 | Time: 3024.38 ms [2021-11-11 20:52:28 main:574] : INFO : Epoch 1931 | loss: 0.031126 | val_loss: 0.0311498 | Time: 3000.56 ms [2021-11-11 20:52:31 main:574] : INFO : Epoch 1932 | loss: 0.0311233 | val_loss: 0.0311528 | Time: 3031.79 ms [2021-11-11 20:52:34 main:574] : INFO : Epoch 1933 | loss: 0.0311222 | val_loss: 0.0311524 | Time: 3031.51 ms [2021-11-11 20:52:37 main:574] : INFO : Epoch 1934 | loss: 0.0311176 | val_loss: 0.0311583 | Time: 3047.99 ms [2021-11-11 20:52:40 main:574] : INFO : Epoch 1935 | loss: 0.0311186 | val_loss: 0.0311521 | Time: 3002.9 ms [2021-11-11 20:52:43 main:574] : INFO : Epoch 1936 | loss: 0.0311178 | val_loss: 0.0311506 | Time: 3058.83 ms [2021-11-11 20:52:46 main:574] : INFO : Epoch 1937 | loss: 0.03112 | val_loss: 0.0311549 | Time: 3027.93 ms [2021-11-11 20:52:49 main:574] : INFO : Epoch 1938 | loss: 0.0311239 | val_loss: 0.0311604 | Time: 3033.35 ms [2021-11-11 20:52:52 main:574] : INFO : Epoch 1939 | loss: 0.0311179 | val_loss: 0.0311515 | Time: 3010.79 ms [2021-11-11 20:52:56 main:574] : INFO : Epoch 1940 | loss: 0.0311155 | val_loss: 0.0311562 | Time: 3048.36 ms [2021-11-11 20:52:59 main:574] : INFO : Epoch 1941 | loss: 0.0311146 | val_loss: 0.0311495 | Time: 3061.44 ms [2021-11-11 20:53:02 main:574] : INFO : Epoch 1942 | loss: 0.0311199 | val_loss: 0.0311514 | Time: 3009.58 ms [2021-11-11 20:53:05 main:574] : INFO : Epoch 1943 | loss: 0.0311135 | val_loss: 0.0311539 | Time: 3010.39 ms [2021-11-11 20:53:08 main:574] : INFO : Epoch 1944 | loss: 0.0311144 | val_loss: 0.031152 | Time: 3049.04 ms [2021-11-11 20:53:11 main:574] : INFO : Epoch 1945 | loss: 0.0311165 | val_loss: 0.0311565 | Time: 3015.92 ms [2021-11-11 20:53:14 main:574] : INFO : Epoch 1946 | loss: 0.0311227 | val_loss: 0.03115 | Time: 3030.69 ms [2021-11-11 20:53:17 main:574] : INFO : Epoch 1947 | loss: 0.0311486 | val_loss: 0.0311571 | Time: 3029.06 ms [2021-11-11 20:53:20 main:574] : INFO : Epoch 1948 | loss: 0.031148 | val_loss: 0.031153 | Time: 3020.65 ms [2021-11-11 20:53:23 main:574] : INFO : Epoch 1949 | loss: 0.0311412 | val_loss: 0.0311485 | Time: 3018.82 ms [2021-11-11 20:53:26 main:574] : INFO : Epoch 1950 | loss: 0.0311365 | val_loss: 0.0311418 | Time: 2992.62 ms [2021-11-11 20:53:29 main:574] : INFO : Epoch 1951 | loss: 0.0311312 | val_loss: 0.0311411 | Time: 3005.78 ms [2021-11-11 20:53:32 main:574] : INFO : Epoch 1952 | loss: 0.0311284 | val_loss: 0.031146 | Time: 2988.6 ms [2021-11-11 20:53:35 main:574] : INFO : Epoch 1953 | loss: 0.0311268 | val_loss: 0.0311404 | Time: 2996.68 ms [2021-11-11 20:53:38 main:574] : INFO : Epoch 1954 | loss: 0.0311243 | val_loss: 0.0311434 | Time: 3008.38 ms [2021-11-11 20:53:41 main:574] : INFO : Epoch 1955 | loss: 0.0311246 | val_loss: 0.0311404 | Time: 3035.75 ms [2021-11-11 20:53:44 main:574] : INFO : Epoch 1956 | loss: 0.0311213 | val_loss: 0.0311389 | Time: 3029.42 ms [2021-11-11 20:53:47 main:574] : INFO : Epoch 1957 | loss: 0.0311209 | val_loss: 0.0311419 | Time: 3050.91 ms [2021-11-11 20:53:50 main:574] : INFO : Epoch 1958 | loss: 0.03112 | val_loss: 0.0311402 | Time: 2999.82 ms [2021-11-11 20:53:53 main:574] : INFO : Epoch 1959 | loss: 0.0311211 | val_loss: 0.0311398 | Time: 3013.13 ms [2021-11-11 20:53:56 main:574] : INFO : Epoch 1960 | loss: 0.0311198 | val_loss: 0.0311399 | Time: 3035.74 ms [2021-11-11 20:53:59 main:574] : INFO : Epoch 1961 | loss: 0.0311183 | val_loss: 0.0311379 | Time: 3057.6 ms [2021-11-11 20:54:02 main:574] : INFO : Epoch 1962 | loss: 0.0311133 | val_loss: 0.0311374 | Time: 3007.95 ms [2021-11-11 20:54:05 main:574] : INFO : Epoch 1963 | loss: 0.0311141 | val_loss: 0.0311388 | Time: 3030.44 ms [2021-11-11 20:54:08 main:574] : INFO : Epoch 1964 | loss: 0.0311182 | val_loss: 0.031144 | Time: 3030.69 ms [2021-11-11 20:54:11 main:574] : INFO : Epoch 1965 | loss: 0.0311135 | val_loss: 0.0311372 | Time: 3032.73 ms [2021-11-11 20:54:14 main:574] : INFO : Epoch 1966 | loss: 0.0311127 | val_loss: 0.0311396 | Time: 3071.73 ms [2021-11-11 20:54:17 main:574] : INFO : Epoch 1967 | loss: 0.0311232 | val_loss: 0.0311415 | Time: 3052.46 ms [2021-11-11 20:54:21 main:574] : INFO : Epoch 1968 | loss: 0.0311174 | val_loss: 0.0311377 | Time: 3050.73 ms [2021-11-11 20:54:24 main:574] : INFO : Epoch 1969 | loss: 0.0311132 | val_loss: 0.0311378 | Time: 3021.33 ms [2021-11-11 20:54:27 main:574] : INFO : Epoch 1970 | loss: 0.0311135 | val_loss: 0.0311323 | Time: 3059.39 ms [2021-11-11 20:54:30 main:574] : INFO : Epoch 1971 | loss: 0.0311109 | val_loss: 0.0311383 | Time: 3039.17 ms [2021-11-11 20:54:33 main:574] : INFO : Epoch 1972 | loss: 0.0311105 | val_loss: 0.0311339 | Time: 2997.1 ms [2021-11-11 20:54:36 main:574] : INFO : Epoch 1973 | loss: 0.0311076 | val_loss: 0.03113 | Time: 3045.9 ms [2021-11-11 20:54:39 main:574] : INFO : Epoch 1974 | loss: 0.0311066 | val_loss: 0.0311332 | Time: 3041.36 ms [2021-11-11 20:54:42 main:574] : INFO : Epoch 1975 | loss: 0.0311031 | val_loss: 0.0311308 | Time: 3037.86 ms [2021-11-11 20:54:45 main:574] : INFO : Epoch 1976 | loss: 0.0311049 | val_loss: 0.0311329 | Time: 3020.69 ms [2021-11-11 20:54:48 main:574] : INFO : Epoch 1977 | loss: 0.0311035 | val_loss: 0.0311306 | Time: 3051.72 ms [2021-11-11 20:54:51 main:574] : INFO : Epoch 1978 | loss: 0.0311057 | val_loss: 0.0311338 | Time: 3065.35 ms [2021-11-11 20:54:54 main:574] : INFO : Epoch 1979 | loss: 0.0311039 | val_loss: 0.03113 | Time: 3008.17 ms [2021-11-11 20:54:57 main:574] : INFO : Epoch 1980 | loss: 0.0311052 | val_loss: 0.0311319 | Time: 3046.04 ms [2021-11-11 20:55:00 main:574] : INFO : Epoch 1981 | loss: 0.0311007 | val_loss: 0.0311297 | Time: 3008.75 ms [2021-11-11 20:55:03 main:574] : INFO : Epoch 1982 | loss: 0.0311086 | val_loss: 0.0311321 | Time: 3011.37 ms [2021-11-11 20:55:06 main:574] : INFO : Epoch 1983 | loss: 0.0311068 | val_loss: 0.0311303 | Time: 3060.44 ms [2021-11-11 20:55:09 main:574] : INFO : Epoch 1984 | loss: 0.0311025 | val_loss: 0.0311359 | Time: 3019.74 ms [2021-11-11 20:55:12 main:574] : INFO : Epoch 1985 | loss: 0.0311009 | val_loss: 0.031132 | Time: 2996.28 ms [2021-11-11 20:55:15 main:574] : INFO : Epoch 1986 | loss: 0.0310989 | val_loss: 0.0311261 | Time: 3041 ms [2021-11-11 20:55:18 main:574] : INFO : Epoch 1987 | loss: 0.0310989 | val_loss: 0.0311268 | Time: 3026.33 ms [2021-11-11 20:55:21 main:574] : INFO : Epoch 1988 | loss: 0.0310987 | val_loss: 0.0311241 | Time: 3006.55 ms [2021-11-11 20:55:24 main:574] : INFO : Epoch 1989 | loss: 0.0310957 | val_loss: 0.0311263 | Time: 3030.01 ms [2021-11-11 20:55:27 main:574] : INFO : Epoch 1990 | loss: 0.0310948 | val_loss: 0.031128 | Time: 3018.81 ms [2021-11-11 20:55:30 main:574] : INFO : Epoch 1991 | loss: 0.0310988 | val_loss: 0.0311325 | Time: 3034.56 ms [2021-11-11 20:55:34 main:574] : INFO : Epoch 1992 | loss: 0.0310975 | val_loss: 0.0311313 | Time: 3043.26 ms [2021-11-11 20:55:37 main:574] : INFO : Epoch 1993 | loss: 0.0310959 | val_loss: 0.0311333 | Time: 3049.19 ms [2021-11-11 20:55:40 main:574] : INFO : Epoch 1994 | loss: 0.0311007 | val_loss: 0.0311272 | Time: 3029.92 ms [2021-11-11 20:55:43 main:574] : INFO : Epoch 1995 | loss: 0.0310979 | val_loss: 0.0311291 | Time: 3011.07 ms [2021-11-11 20:55:46 main:574] : INFO : Epoch 1996 | loss: 0.0310974 | val_loss: 0.0311312 | Time: 3010.71 ms [2021-11-11 20:55:49 main:574] : INFO : Epoch 1997 | loss: 0.0310962 | val_loss: 0.031129 | Time: 3020.01 ms [2021-11-11 20:55:52 main:574] : INFO : Epoch 1998 | loss: 0.0310922 | val_loss: 0.0311303 | Time: 3000.23 ms [2021-11-11 20:55:55 main:574] : INFO : Epoch 1999 | loss: 0.0310885 | val_loss: 0.0311251 | Time: 3040.16 ms [2021-11-11 20:55:58 main:574] : INFO : Epoch 2000 | loss: 0.0310885 | val_loss: 0.0311303 | Time: 3047.68 ms [2021-11-11 20:56:01 main:574] : INFO : Epoch 2001 | loss: 0.0310884 | val_loss: 0.0311255 | Time: 3065.59 ms [2021-11-11 20:56:04 main:574] : INFO : Epoch 2002 | loss: 0.0310904 | val_loss: 0.0311268 | Time: 3026.29 ms [2021-11-11 20:56:07 main:574] : INFO : Epoch 2003 | loss: 0.0310895 | val_loss: 0.0311293 | Time: 3065.17 ms [2021-11-11 20:56:10 main:574] : INFO : Epoch 2004 | loss: 0.0310841 | val_loss: 0.0311248 | Time: 3022.7 ms [2021-11-11 20:56:13 main:574] : INFO : Epoch 2005 | loss: 0.0310849 | val_loss: 0.0311283 | Time: 3054.66 ms [2021-11-11 20:56:16 main:574] : INFO : Epoch 2006 | loss: 0.0310837 | val_loss: 0.031133 | Time: 3032.77 ms [2021-11-11 20:56:19 main:574] : INFO : Epoch 2007 | loss: 0.0310837 | val_loss: 0.0311316 | Time: 3055.59 ms [2021-11-11 20:56:22 main:574] : INFO : Epoch 2008 | loss: 0.0310862 | val_loss: 0.0311342 | Time: 3035.16 ms [2021-11-11 20:56:25 main:574] : INFO : Epoch 2009 | loss: 0.0310905 | val_loss: 0.0311361 | Time: 3039.82 ms [2021-11-11 20:56:28 main:574] : INFO : Epoch 2010 | loss: 0.031088 | val_loss: 0.0311293 | Time: 3010.91 ms [2021-11-11 20:56:31 main:574] : INFO : Epoch 2011 | loss: 0.031088 | val_loss: 0.0311355 | Time: 3061.3 ms [2021-11-11 20:56:34 main:574] : INFO : Epoch 2012 | loss: 0.0310874 | val_loss: 0.0311252 | Time: 3036.09 ms [2021-11-11 20:56:37 main:574] : INFO : Epoch 2013 | loss: 0.0310856 | val_loss: 0.0311319 | Time: 3054.57 ms [2021-11-11 20:56:41 main:574] : INFO : Epoch 2014 | loss: 0.0310827 | val_loss: 0.0311281 | Time: 3013.37 ms [2021-11-11 20:56:44 main:574] : INFO : Epoch 2015 | loss: 0.0310818 | val_loss: 0.0311333 | Time: 3044.45 ms [2021-11-11 20:56:47 main:574] : INFO : Epoch 2016 | loss: 0.0310821 | val_loss: 0.0311323 | Time: 3040.44 ms [2021-11-11 20:56:50 main:574] : INFO : Epoch 2017 | loss: 0.0310837 | val_loss: 0.0311321 | Time: 3011.67 ms [2021-11-11 20:56:53 main:574] : INFO : Epoch 2018 | loss: 0.0310848 | val_loss: 0.0311268 | Time: 3037.05 ms [2021-11-11 20:56:56 main:574] : INFO : Epoch 2019 | loss: 0.0310847 | val_loss: 0.0311286 | Time: 3028.5 ms [2021-11-11 20:56:59 main:574] : INFO : Epoch 2020 | loss: 0.0310877 | val_loss: 0.031126 | Time: 3022.58 ms [2021-11-11 20:57:02 main:574] : INFO : Epoch 2021 | loss: 0.0310859 | val_loss: 0.0311341 | Time: 3019.56 ms [2021-11-11 20:57:05 main:574] : INFO : Epoch 2022 | loss: 0.0310826 | val_loss: 0.0311255 | Time: 3042.42 ms [2021-11-11 20:57:08 main:574] : INFO : Epoch 2023 | loss: 0.0310789 | val_loss: 0.0311243 | Time: 3067.14 ms [2021-11-11 20:57:11 main:574] : INFO : Epoch 2024 | loss: 0.0310782 | val_loss: 0.031131 | Time: 3034.48 ms [2021-11-11 20:57:14 main:574] : INFO : Epoch 2025 | loss: 0.0310753 | val_loss: 0.0311249 | Time: 3037.46 ms [2021-11-11 20:57:17 main:574] : INFO : Epoch 2026 | loss: 0.0310761 | val_loss: 0.0311298 | Time: 3018.16 ms [2021-11-11 20:57:20 main:574] : INFO : Epoch 2027 | loss: 0.0310775 | val_loss: 0.0311296 | Time: 3014.55 ms [2021-11-11 20:57:23 main:574] : INFO : Epoch 2028 | loss: 0.0310767 | val_loss: 0.0311301 | Time: 3031.89 ms [2021-11-11 20:57:26 main:574] : INFO : Epoch 2029 | loss: 0.0310797 | val_loss: 0.0311276 | Time: 3038.55 ms [2021-11-11 20:57:29 main:574] : INFO : Epoch 2030 | loss: 0.0310786 | val_loss: 0.0311301 | Time: 3035.53 ms [2021-11-11 20:57:32 main:574] : INFO : Epoch 2031 | loss: 0.0310787 | val_loss: 0.0311292 | Time: 3044.08 ms [2021-11-11 20:57:35 main:574] : INFO : Epoch 2032 | loss: 0.0310805 | val_loss: 0.0311211 | Time: 3080.95 ms [2021-11-11 20:57:39 main:574] : INFO : Epoch 2033 | loss: 0.0310785 | val_loss: 0.0311256 | Time: 3045.59 ms [2021-11-11 20:57:42 main:574] : INFO : Epoch 2034 | loss: 0.0310801 | val_loss: 0.0311232 | Time: 3039.25 ms [2021-11-11 20:57:45 main:574] : INFO : Epoch 2035 | loss: 0.0310833 | val_loss: 0.0311216 | Time: 3076.45 ms [2021-11-11 20:57:48 main:574] : INFO : Epoch 2036 | loss: 0.031078 | val_loss: 0.0311243 | Time: 3029.97 ms [2021-11-11 20:57:51 main:574] : INFO : Epoch 2037 | loss: 0.0310816 | val_loss: 0.0311326 | Time: 3044.37 ms [2021-11-11 20:57:54 main:574] : INFO : Epoch 2038 | loss: 0.0310809 | val_loss: 0.0311224 | Time: 3019.35 ms [2021-11-11 20:57:57 main:574] : INFO : Epoch 2039 | loss: 0.0310789 | val_loss: 0.0311261 | Time: 3033.74 ms [2021-11-11 20:58:00 main:574] : INFO : Epoch 2040 | loss: 0.031079 | val_loss: 0.0311262 | Time: 3021.28 ms [2021-11-11 20:58:03 main:574] : INFO : Epoch 2041 | loss: 0.0310822 | val_loss: 0.0311333 | Time: 3009.22 ms [2021-11-11 20:58:06 main:574] : INFO : Epoch 2042 | loss: 0.0310843 | val_loss: 0.0311298 | Time: 3025.01 ms [2021-11-11 20:58:09 main:574] : INFO : Epoch 2043 | loss: 0.0310853 | val_loss: 0.0311296 | Time: 3036.47 ms [2021-11-11 20:58:12 main:574] : INFO : Epoch 2044 | loss: 0.0310817 | val_loss: 0.0311275 | Time: 3046.77 ms [2021-11-11 20:58:15 main:574] : INFO : Epoch 2045 | loss: 0.0310775 | val_loss: 0.0311229 | Time: 3040.83 ms [2021-11-11 20:58:18 main:574] : INFO : Epoch 2046 | loss: 0.0310737 | val_loss: 0.0311263 | Time: 3038.84 ms [2021-11-11 20:58:21 main:574] : INFO : Epoch 2047 | loss: 0.0310711 | val_loss: 0.0311279 | Time: 3055.7 ms [2021-11-11 20:58:24 main:574] : INFO : Epoch 2048 | loss: 0.0310718 | val_loss: 0.031126 | Time: 3043.81 ms [2021-11-11 20:58:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031126 [2021-11-11 20:58:24 main:603] : INFO : Saving end state to config to file [2021-11-11 20:58:24 main:608] : INFO : Success, exiting.. 20:58:24 (13044): 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)