Task 8720007
| Name | ParityModified-1636227084-3421-0_0 |
| Workunit | 6203364 |
| Created | 6 Nov 2021, 19:31:25 UTC |
| Sent | 11 Nov 2021, 15:38:49 UTC |
| Report deadline | 19 Nov 2021, 15:38:49 UTC |
| Received | 11 Nov 2021, 18:50:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 1 hours 43 min 3 sec |
| CPU time | 1 hours 41 min 38 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> val_loss: 0.0311949 | Time: 2985.77 ms [2021-11-11 11:17:49 main:574] : INFO : Epoch 1582 | loss: 0.0311424 | val_loss: 0.0311954 | Time: 2975.05 ms [2021-11-11 11:17:52 main:574] : INFO : Epoch 1583 | loss: 0.0311393 | val_loss: 0.0311956 | Time: 2980.96 ms [2021-11-11 11:17:55 main:574] : INFO : Epoch 1584 | loss: 0.031137 | val_loss: 0.0311999 | Time: 2969.29 ms [2021-11-11 11:17:58 main:574] : INFO : Epoch 1585 | loss: 0.0311371 | val_loss: 0.0311933 | Time: 2965.8 ms [2021-11-11 11:18:01 main:574] : INFO : Epoch 1586 | loss: 0.0311376 | val_loss: 0.0312039 | Time: 2925.9 ms [2021-11-11 11:18:04 main:574] : INFO : Epoch 1587 | loss: 0.0311374 | val_loss: 0.0311949 | Time: 2974.72 ms [2021-11-11 11:18:07 main:574] : INFO : Epoch 1588 | loss: 0.0311353 | val_loss: 0.0312004 | Time: 3013.61 ms [2021-11-11 11:18:10 main:574] : INFO : Epoch 1589 | loss: 0.0311349 | val_loss: 0.031201 | Time: 2982.28 ms [2021-11-11 11:18:13 main:574] : INFO : Epoch 1590 | loss: 0.0311315 | val_loss: 0.0312025 | Time: 3008.69 ms [2021-11-11 11:18:16 main:574] : INFO : Epoch 1591 | loss: 0.0311361 | val_loss: 0.0311966 | Time: 2998.82 ms [2021-11-11 11:18:19 main:574] : INFO : Epoch 1592 | loss: 0.0311363 | val_loss: 0.0312002 | Time: 3004.47 ms [2021-11-11 11:18:22 main:574] : INFO : Epoch 1593 | loss: 0.0311439 | val_loss: 0.0311988 | Time: 3019.38 ms [2021-11-11 11:18:25 main:574] : INFO : Epoch 1594 | loss: 0.0311435 | val_loss: 0.0312022 | Time: 2964.6 ms [2021-11-11 11:18:28 main:574] : INFO : Epoch 1595 | loss: 0.0311416 | val_loss: 0.0311923 | Time: 2905.65 ms [2021-11-11 11:18:31 main:574] : INFO : Epoch 1596 | loss: 0.0311407 | val_loss: 0.0312036 | Time: 2928.76 ms [2021-11-11 11:18:34 main:574] : INFO : Epoch 1597 | loss: 0.0311393 | val_loss: 0.0311904 | Time: 2951.72 ms [2021-11-11 11:18:37 main:574] : INFO : Epoch 1598 | loss: 0.0311365 | val_loss: 0.031201 | Time: 2940.02 ms [2021-11-11 11:18:40 main:574] : INFO : Epoch 1599 | loss: 0.0311331 | val_loss: 0.031203 | Time: 2908.36 ms [2021-11-11 11:18:43 main:574] : INFO : Epoch 1600 | loss: 0.031133 | val_loss: 0.031215 | Time: 2942.22 ms [2021-11-11 11:18:46 main:574] : INFO : Epoch 1601 | loss: 0.0311352 | val_loss: 0.0311998 | Time: 2931.99 ms [2021-11-11 11:18:49 main:574] : INFO : Epoch 1602 | loss: 0.0311362 | val_loss: 0.0312009 | Time: 2951.11 ms [2021-11-11 11:18:51 main:574] : INFO : Epoch 1603 | loss: 0.0311347 | val_loss: 0.0312026 | Time: 2920.01 ms [2021-11-11 11:18:54 main:574] : INFO : Epoch 1604 | loss: 0.0311315 | val_loss: 0.0312054 | Time: 2934.21 ms [2021-11-11 11:18:57 main:574] : INFO : Epoch 1605 | loss: 0.0311278 | val_loss: 0.0312039 | Time: 2948.58 ms [2021-11-11 11:19:00 main:574] : INFO : Epoch 1606 | loss: 0.0311411 | val_loss: 0.0311964 | Time: 2923.7 ms [2021-11-11 11:19:03 main:574] : INFO : Epoch 1607 | loss: 0.0311546 | val_loss: 0.0311941 | Time: 2928.15 ms [2021-11-11 11:19:06 main:574] : INFO : Epoch 1608 | loss: 0.0311385 | val_loss: 0.031207 | Time: 2918.88 ms [2021-11-11 11:19:09 main:574] : INFO : Epoch 1609 | loss: 0.0311336 | val_loss: 0.0311981 | Time: 2944.25 ms [2021-11-11 11:19:12 main:574] : INFO : Epoch 1610 | loss: 0.0311342 | val_loss: 0.0312012 | Time: 2977.8 ms [2021-11-11 11:19:15 main:574] : INFO : Epoch 1611 | loss: 0.0311268 | val_loss: 0.0312096 | Time: 2965.48 ms [2021-11-11 11:19:18 main:574] : INFO : Epoch 1612 | loss: 0.0311257 | val_loss: 0.0312036 | Time: 2975.58 ms [2021-11-11 11:19:21 main:574] : INFO : Epoch 1613 | loss: 0.0311258 | val_loss: 0.0312033 | Time: 2981.91 ms [2021-11-11 11:19:24 main:574] : INFO : Epoch 1614 | loss: 0.0311281 | val_loss: 0.031208 | Time: 2965.8 ms [2021-11-11 11:19:27 main:574] : INFO : Epoch 1615 | loss: 0.0311331 | val_loss: 0.0312133 | Time: 2997.6 ms [2021-11-11 11:19:30 main:574] : INFO : Epoch 1616 | loss: 0.0311287 | val_loss: 0.0312021 | Time: 2964.58 ms [2021-11-11 11:19:33 main:574] : INFO : Epoch 1617 | loss: 0.0311271 | val_loss: 0.0312057 | Time: 3021.26 ms [2021-11-11 11:19:36 main:574] : INFO : Epoch 1618 | loss: 0.0311319 | val_loss: 0.0312062 | Time: 3002.84 ms [2021-11-11 11:19:39 main:574] : INFO : Epoch 1619 | loss: 0.0311319 | val_loss: 0.0312089 | Time: 3006.63 ms [2021-11-11 11:19:42 main:574] : INFO : Epoch 1620 | loss: 0.0311338 | val_loss: 0.0312043 | Time: 3019.45 ms [2021-11-11 11:19:45 main:574] : INFO : Epoch 1621 | loss: 0.0311371 | val_loss: 0.0312091 | Time: 3003.76 ms [2021-11-11 11:19:48 main:574] : INFO : Epoch 1622 | loss: 0.031131 | val_loss: 0.0312116 | Time: 2988.74 ms [2021-11-11 11:19:51 main:574] : INFO : Epoch 1623 | loss: 0.0311313 | val_loss: 0.031208 | Time: 3007.13 ms [2021-11-11 11:19:54 main:574] : INFO : Epoch 1624 | loss: 0.0311489 | val_loss: 0.0312027 | Time: 2994.1 ms [2021-11-11 11:19:57 main:574] : INFO : Epoch 1625 | loss: 0.0311988 | val_loss: 0.0311946 | Time: 2989.76 ms [2021-11-11 11:20:00 main:574] : INFO : Epoch 1626 | loss: 0.0311879 | val_loss: 0.0311893 | Time: 2991.5 ms [2021-11-11 11:20:03 main:574] : INFO : Epoch 1627 | loss: 0.0311789 | val_loss: 0.0311846 | Time: 2993.52 ms [2021-11-11 11:20:06 main:574] : INFO : Epoch 1628 | loss: 0.0311726 | val_loss: 0.0311833 | Time: 3014.17 ms [2021-11-11 11:20:09 main:574] : INFO : Epoch 1629 | loss: 0.0311687 | val_loss: 0.0311826 | Time: 2980.36 ms [2021-11-11 11:20:12 main:574] : INFO : Epoch 1630 | loss: 0.0311699 | val_loss: 0.0311881 | Time: 3011.54 ms [2021-11-11 11:20:15 main:574] : INFO : Epoch 1631 | loss: 0.0311639 | val_loss: 0.0311828 | Time: 2993.74 ms [2021-11-11 11:20:18 main:574] : INFO : Epoch 1632 | loss: 0.0311603 | val_loss: 0.0311862 | Time: 2979.39 ms [2021-11-11 11:20:21 main:574] : INFO : Epoch 1633 | loss: 0.0311581 | val_loss: 0.0311828 | Time: 2985.26 ms [2021-11-11 11:20:24 main:574] : INFO : Epoch 1634 | loss: 0.031158 | val_loss: 0.0311863 | Time: 2994.13 ms [2021-11-11 11:20:27 main:574] : INFO : Epoch 1635 | loss: 0.0311563 | val_loss: 0.0311905 | Time: 2968.83 ms [2021-11-11 11:20:30 main:574] : INFO : Epoch 1636 | loss: 0.031154 | val_loss: 0.0311853 | Time: 3009.5 ms [2021-11-11 11:20:33 main:574] : INFO : Epoch 1637 | loss: 0.0311487 | val_loss: 0.0311865 | Time: 2990.85 ms [2021-11-11 11:20:36 main:574] : INFO : Epoch 1638 | loss: 0.0311483 | val_loss: 0.0311865 | Time: 3022.89 ms [2021-11-11 11:20:39 main:574] : INFO : Epoch 1639 | loss: 0.0311461 | val_loss: 0.0311847 | Time: 2974.95 ms [2021-11-11 11:20:42 main:574] : INFO : Epoch 1640 | loss: 0.0311465 | val_loss: 0.0311922 | Time: 2990.56 ms [2021-11-11 11:20:45 main:574] : INFO : Epoch 1641 | loss: 0.0311521 | val_loss: 0.0311897 | Time: 3035.37 ms [2021-11-11 11:20:48 main:574] : INFO : Epoch 1642 | loss: 0.0311445 | val_loss: 0.031194 | Time: 3012.04 ms [2021-11-11 11:20:51 main:574] : INFO : Epoch 1643 | loss: 0.0311408 | val_loss: 0.031189 | Time: 2964.24 ms [2021-11-11 11:20:54 main:574] : INFO : Epoch 1644 | loss: 0.031143 | val_loss: 0.0311938 | Time: 3005.14 ms [2021-11-11 11:20:57 main:574] : INFO : Epoch 1645 | loss: 0.0311421 | val_loss: 0.0311918 | Time: 2983.15 ms [2021-11-11 11:21:00 main:574] : INFO : Epoch 1646 | loss: 0.0311414 | val_loss: 0.0311966 | Time: 3022.42 ms [2021-11-11 11:21:03 main:574] : INFO : Epoch 1647 | loss: 0.0311398 | val_loss: 0.0311975 | Time: 3024.68 ms [2021-11-11 11:21:06 main:574] : INFO : Epoch 1648 | loss: 0.0311414 | val_loss: 0.0312103 | Time: 3013.11 ms [2021-11-11 11:21:09 main:574] : INFO : Epoch 1649 | loss: 0.0311389 | val_loss: 0.0311906 | Time: 2995.49 ms [2021-11-11 11:21:12 main:574] : INFO : Epoch 1650 | loss: 0.031134 | val_loss: 0.0311958 | Time: 2965 ms [2021-11-11 11:21:15 main:574] : INFO : Epoch 1651 | loss: 0.0311365 | val_loss: 0.0311969 | Time: 3019.17 ms [2021-11-11 11:21:18 main:574] : INFO : Epoch 1652 | loss: 0.0311367 | val_loss: 0.0311999 | Time: 3002.29 ms [2021-11-11 11:21:21 main:574] : INFO : Epoch 1653 | loss: 0.0311351 | val_loss: 0.0312003 | Time: 3010 ms [2021-11-11 11:21:24 main:574] : INFO : Epoch 1654 | loss: 0.0311344 | val_loss: 0.0311913 | Time: 3025.23 ms [2021-11-11 11:21:27 main:574] : INFO : Epoch 1655 | loss: 0.0311363 | val_loss: 0.0311895 | Time: 3024 ms [2021-11-11 11:21:30 main:574] : INFO : Epoch 1656 | loss: 0.031133 | val_loss: 0.0311904 | Time: 3026.05 ms [2021-11-11 11:21:33 main:574] : INFO : Epoch 1657 | loss: 0.0311327 | val_loss: 0.0311935 | Time: 2967.45 ms [2021-11-11 11:21:36 main:574] : INFO : Epoch 1658 | loss: 0.0311502 | val_loss: 0.0311902 | Time: 3003.6 ms [2021-11-11 11:21:40 main:574] : INFO : Epoch 1659 | loss: 0.0311488 | val_loss: 0.0312058 | Time: 3014.93 ms [2021-11-11 11:21:43 main:574] : INFO : Epoch 1660 | loss: 0.0311468 | val_loss: 0.0311913 | Time: 3002.46 ms [2021-11-11 11:21:46 main:574] : INFO : Epoch 1661 | loss: 0.03114 | val_loss: 0.0312004 | Time: 3027.97 ms [2021-11-11 11:21:49 main:574] : INFO : Epoch 1662 | loss: 0.0311369 | val_loss: 0.0312004 | Time: 3010.11 ms [2021-11-11 11:21:52 main:574] : INFO : Epoch 1663 | loss: 0.0311364 | val_loss: 0.0312067 | Time: 2983.2 ms [2021-11-11 11:21:55 main:574] : INFO : Epoch 1664 | loss: 0.0311316 | val_loss: 0.0312107 | Time: 3003.31 ms [2021-11-11 11:21:58 main:574] : INFO : Epoch 1665 | loss: 0.0311341 | val_loss: 0.031188 | Time: 3016.62 ms [2021-11-11 11:22:01 main:574] : INFO : Epoch 1666 | loss: 0.0311337 | val_loss: 0.0312117 | Time: 3018.78 ms [2021-11-11 11:22:04 main:574] : INFO : Epoch 1667 | loss: 0.0311316 | val_loss: 0.0312058 | Time: 2980.76 ms [2021-11-11 11:22:07 main:574] : INFO : Epoch 1668 | loss: 0.0311366 | val_loss: 0.0312053 | Time: 2973.21 ms [2021-11-11 11:22:10 main:574] : INFO : Epoch 1669 | loss: 0.0311427 | val_loss: 0.0312109 | Time: 2989.3 ms [2021-11-11 11:22:13 main:574] : INFO : Epoch 1670 | loss: 0.0311508 | val_loss: 0.0311977 | Time: 3001.56 ms [2021-11-11 11:22:16 main:574] : INFO : Epoch 1671 | loss: 0.0344251 | val_loss: 0.0343783 | Time: 2990.72 ms [2021-11-11 11:22:19 main:574] : INFO : Epoch 1672 | loss: 0.0511728 | val_loss: 0.0345238 | Time: 2996.72 ms [2021-11-11 11:22:22 main:574] : INFO : Epoch 1673 | loss: 0.0363796 | val_loss: 0.0358341 | Time: 3002.42 ms [2021-11-11 11:22:25 main:574] : INFO : Epoch 1674 | loss: 0.032357 | val_loss: 0.0314583 | Time: 2976.36 ms [2021-11-11 11:22:28 main:574] : INFO : Epoch 1675 | loss: 0.0314115 | val_loss: 0.0313515 | Time: 2980.08 ms [2021-11-11 11:22:31 main:574] : INFO : Epoch 1676 | loss: 0.0312879 | val_loss: 0.0312687 | Time: 2960.62 ms [2021-11-11 11:22:34 main:574] : INFO : Epoch 1677 | loss: 0.0312628 | val_loss: 0.0312597 | Time: 2992.02 ms [2021-11-11 11:22:37 main:574] : INFO : Epoch 1678 | loss: 0.0312561 | val_loss: 0.0312551 | Time: 2980.2 ms [2021-11-11 11:22:40 main:574] : INFO : Epoch 1679 | loss: 0.0312536 | val_loss: 0.0312538 | Time: 2969.27 ms [2021-11-11 11:22:43 main:574] : INFO : Epoch 1680 | loss: 0.0312525 | val_loss: 0.0312526 | Time: 3009.48 ms [2021-11-11 11:22:46 main:574] : INFO : Epoch 1681 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 3001.2 ms [2021-11-11 11:22:49 main:574] : INFO : Epoch 1682 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3004.25 ms [2021-11-11 11:22:52 main:574] : INFO : Epoch 1683 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3023.34 ms [2021-11-11 11:22:55 main:574] : INFO : Epoch 1684 | loss: 0.0312506 | val_loss: 0.031252 | Time: 2993.13 ms [2021-11-11 11:22:58 main:574] : INFO : Epoch 1685 | loss: 0.0312496 | val_loss: 0.031249 | Time: 3033.6 ms [2021-11-11 11:23:01 main:574] : INFO : Epoch 1686 | loss: 0.0312484 | val_loss: 0.031248 | Time: 3017.51 ms [2021-11-11 11:23:04 main:574] : INFO : Epoch 1687 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3039.72 ms [2021-11-11 11:23:07 main:574] : INFO : Epoch 1688 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 2990.83 ms [2021-11-11 11:23:10 main:574] : INFO : Epoch 1689 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 3022.05 ms [2021-11-11 11:23:13 main:574] : INFO : Epoch 1690 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2990.16 ms [2021-11-11 11:23:16 main:574] : INFO : Epoch 1691 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 2987.94 ms [2021-11-11 11:23:19 main:574] : INFO : Epoch 1692 | loss: 0.031244 | val_loss: 0.0312436 | Time: 3025.71 ms [2021-11-11 11:23:22 main:574] : INFO : Epoch 1693 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 3007.05 ms [2021-11-11 11:23:25 main:574] : INFO : Epoch 1694 | loss: 0.0312424 | val_loss: 0.0312419 | Time: 3021.02 ms [2021-11-11 11:23:28 main:574] : INFO : Epoch 1695 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 3027.01 ms [2021-11-11 11:23:31 main:574] : INFO : Epoch 1696 | loss: 0.0312409 | val_loss: 0.03124 | Time: 2982.25 ms [2021-11-11 11:23:34 main:574] : INFO : Epoch 1697 | loss: 0.0312403 | val_loss: 0.0312388 | Time: 2999.94 ms [2021-11-11 11:23:37 main:574] : INFO : Epoch 1698 | loss: 0.0312397 | val_loss: 0.031238 | Time: 3022.6 ms [2021-11-11 11:23:40 main:574] : INFO : Epoch 1699 | loss: 0.0312377 | val_loss: 0.0312367 | Time: 2995.59 ms [2021-11-11 11:23:43 main:574] : INFO : Epoch 1700 | loss: 0.0312365 | val_loss: 0.0312354 | Time: 3007.92 ms [2021-11-11 11:23:46 main:574] : INFO : Epoch 1701 | loss: 0.0312352 | val_loss: 0.0312349 | Time: 3025.83 ms [2021-11-11 11:23:49 main:574] : INFO : Epoch 1702 | loss: 0.0312353 | val_loss: 0.031233 | Time: 3013.55 ms [2021-11-11 11:23:52 main:574] : INFO : Epoch 1703 | loss: 0.0312352 | val_loss: 0.0312376 | Time: 2988.8 ms [2021-11-11 11:23:55 main:574] : INFO : Epoch 1704 | loss: 0.0312336 | val_loss: 0.0312301 | Time: 2998.55 ms [2021-11-11 11:23:58 main:574] : INFO : Epoch 1705 | loss: 0.0312305 | val_loss: 0.0312302 | Time: 2989.16 ms [2021-11-11 11:24:01 main:574] : INFO : Epoch 1706 | loss: 0.0312306 | val_loss: 0.031231 | Time: 2999.11 ms [2021-11-11 11:24:04 main:574] : INFO : Epoch 1707 | loss: 0.0312281 | val_loss: 0.0312236 | Time: 2975.87 ms [2021-11-11 11:24:07 main:574] : INFO : Epoch 1708 | loss: 0.0312243 | val_loss: 0.031231 | Time: 2996.47 ms [2021-11-11 11:24:10 main:574] : INFO : Epoch 1709 | loss: 0.0312273 | val_loss: 0.0312187 | Time: 2999.03 ms [2021-11-11 11:24:13 main:574] : INFO : Epoch 1710 | loss: 0.0312192 | val_loss: 0.0312172 | Time: 3015.68 ms [2021-11-11 11:24:16 main:574] : INFO : Epoch 1711 | loss: 0.0312169 | val_loss: 0.0312144 | Time: 2993.56 ms [2021-11-11 11:24:19 main:574] : INFO : Epoch 1712 | loss: 0.0312152 | val_loss: 0.0312129 | Time: 3003.37 ms [2021-11-11 11:24:22 main:574] : INFO : Epoch 1713 | loss: 0.0312146 | val_loss: 0.0312104 | Time: 3013.01 ms [2021-11-11 11:24:25 main:574] : INFO : Epoch 1714 | loss: 0.0312117 | val_loss: 0.0312104 | Time: 3022.44 ms [2021-11-11 11:24:28 main:574] : INFO : Epoch 1715 | loss: 0.0312097 | val_loss: 0.0312103 | Time: 2984.61 ms [2021-11-11 11:24:31 main:574] : INFO : Epoch 1716 | loss: 0.0312095 | val_loss: 0.0312119 | Time: 2995.33 ms [2021-11-11 11:24:34 main:574] : INFO : Epoch 1717 | loss: 0.0312137 | val_loss: 0.0312065 | Time: 3006.87 ms [2021-11-11 11:24:37 main:574] : INFO : Epoch 1718 | loss: 0.0312079 | val_loss: 0.0312046 | Time: 3060.85 ms [2021-11-11 11:24:41 main:574] : INFO : Epoch 1719 | loss: 0.0312057 | val_loss: 0.0312027 | Time: 3025.19 ms [2021-11-11 11:24:44 main:574] : INFO : Epoch 1720 | loss: 0.0312044 | val_loss: 0.0312014 | Time: 2977.83 ms [2021-11-11 11:24:47 main:574] : INFO : Epoch 1721 | loss: 0.0312041 | val_loss: 0.0312002 | Time: 3002.36 ms [2021-11-11 11:24:49 main:574] : INFO : Epoch 1722 | loss: 0.0312024 | val_loss: 0.0311995 | Time: 2956.67 ms [2021-11-11 11:24:52 main:574] : INFO : Epoch 1723 | loss: 0.0312013 | val_loss: 0.0312003 | Time: 2988.25 ms [2021-11-11 11:24:56 main:574] : INFO : Epoch 1724 | loss: 0.0312038 | val_loss: 0.0312082 | Time: 3000.58 ms [2021-11-11 11:24:59 main:574] : INFO : Epoch 1725 | loss: 0.0312002 | val_loss: 0.0311986 | Time: 3004.24 ms [2021-11-11 11:25:02 main:574] : INFO : Epoch 1726 | loss: 0.0312122 | val_loss: 0.0312301 | Time: 2992.3 ms [2021-11-11 11:25:05 main:574] : INFO : Epoch 1727 | loss: 0.0312075 | val_loss: 0.0312034 | Time: 3015.38 ms [2021-11-11 11:25:08 main:574] : INFO : Epoch 1728 | loss: 0.0312026 | val_loss: 0.0312034 | Time: 3006.21 ms [2021-11-11 11:25:11 main:574] : INFO : Epoch 1729 | loss: 0.0311992 | val_loss: 0.0311953 | Time: 2987.84 ms [2021-11-11 11:25:14 main:574] : INFO : Epoch 1730 | loss: 0.031201 | val_loss: 0.0311978 | Time: 2995.76 ms [2021-11-11 11:25:17 main:574] : INFO : Epoch 1731 | loss: 0.0311998 | val_loss: 0.0311992 | Time: 3000.01 ms [2021-11-11 11:25:20 main:574] : INFO : Epoch 1732 | loss: 0.0311994 | val_loss: 0.0311947 | Time: 3003.67 ms [2021-11-11 11:25:23 main:574] : INFO : Epoch 1733 | loss: 0.0311958 | val_loss: 0.031193 | Time: 3040.11 ms [2021-11-11 11:25:26 main:574] : INFO : Epoch 1734 | loss: 0.0311937 | val_loss: 0.0311933 | Time: 3022.54 ms [2021-11-11 11:25:29 main:574] : INFO : Epoch 1735 | loss: 0.0311979 | val_loss: 0.031201 | Time: 2997.75 ms [2021-11-11 11:25:32 main:574] : INFO : Epoch 1736 | loss: 0.031194 | val_loss: 0.0311944 | Time: 2973.59 ms [2021-11-11 11:25:35 main:574] : INFO : Epoch 1737 | loss: 0.0311949 | val_loss: 0.0311984 | Time: 2993.82 ms [2021-11-11 11:25:38 main:574] : INFO : Epoch 1738 | loss: 0.031192 | val_loss: 0.0311912 | Time: 3027.95 ms [2021-11-11 11:25:41 main:574] : INFO : Epoch 1739 | loss: 0.0311923 | val_loss: 0.0311916 | Time: 2972.85 ms [2021-11-11 11:25:44 main:574] : INFO : Epoch 1740 | loss: 0.0311919 | val_loss: 0.0311897 | Time: 2988.81 ms [2021-11-11 11:25:47 main:574] : INFO : Epoch 1741 | loss: 0.0311905 | val_loss: 0.0311894 | Time: 2994.77 ms [2021-11-11 11:25:50 main:574] : INFO : Epoch 1742 | loss: 0.0311918 | val_loss: 0.0311994 | Time: 2987.8 ms [2021-11-11 11:25:53 main:574] : INFO : Epoch 1743 | loss: 0.0311975 | val_loss: 0.0311951 | Time: 2987.97 ms [2021-11-11 11:25:56 main:574] : INFO : Epoch 1744 | loss: 0.0311921 | val_loss: 0.0311891 | Time: 3004.42 ms [2021-11-11 11:25:59 main:574] : INFO : Epoch 1745 | loss: 0.0311911 | val_loss: 0.0311917 | Time: 3009.88 ms [2021-11-11 11:26:02 main:574] : INFO : Epoch 1746 | loss: 0.0311908 | val_loss: 0.0311907 | Time: 3019.13 ms [2021-11-11 11:26:05 main:574] : INFO : Epoch 1747 | loss: 0.0311891 | val_loss: 0.0311904 | Time: 2971.95 ms [2021-11-11 11:26:08 main:574] : INFO : Epoch 1748 | loss: 0.0311888 | val_loss: 0.0311872 | Time: 3031.28 ms [2021-11-11 11:26:11 main:574] : INFO : Epoch 1749 | loss: 0.0311877 | val_loss: 0.0311869 | Time: 3026.35 ms [2021-11-11 11:26:14 main:574] : INFO : Epoch 1750 | loss: 0.0311884 | val_loss: 0.0311866 | Time: 3005.56 ms [2021-11-11 11:26:17 main:574] : INFO : Epoch 1751 | loss: 0.0311873 | val_loss: 0.0311866 | Time: 2999.88 ms [2021-11-11 11:26:20 main:574] : INFO : Epoch 1752 | loss: 0.0311873 | val_loss: 0.0311868 | Time: 3042.65 ms [2021-11-11 11:26:23 main:574] : INFO : Epoch 1753 | loss: 0.0311885 | val_loss: 0.0311874 | Time: 2984.59 ms [2021-11-11 11:26:26 main:574] : INFO : Epoch 1754 | loss: 0.0311887 | val_loss: 0.0311863 | Time: 2995.61 ms [2021-11-11 11:26:29 main:574] : INFO : Epoch 1755 | loss: 0.0311867 | val_loss: 0.0311857 | Time: 3001.45 ms [2021-11-11 11:26:32 main:574] : INFO : Epoch 1756 | loss: 0.0311862 | val_loss: 0.0311853 | Time: 2997.68 ms [2021-11-11 11:26:35 main:574] : INFO : Epoch 1757 | loss: 0.0311861 | val_loss: 0.0311852 | Time: 2976.57 ms [2021-11-11 11:26:38 main:574] : INFO : Epoch 1758 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 2983.89 ms [2021-11-11 11:26:41 main:574] : INFO : Epoch 1759 | loss: 0.0311878 | val_loss: 0.0311847 | Time: 3005.97 ms [2021-11-11 11:26:44 main:574] : INFO : Epoch 1760 | loss: 0.0311866 | val_loss: 0.0311848 | Time: 3008.21 ms [2021-11-11 11:26:47 main:574] : INFO : Epoch 1761 | loss: 0.0311862 | val_loss: 0.0311889 | Time: 3022.44 ms [2021-11-11 11:26:50 main:574] : INFO : Epoch 1762 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 2984.29 ms [2021-11-11 11:26:53 main:574] : INFO : Epoch 1763 | loss: 0.0311862 | val_loss: 0.0311843 | Time: 2999.46 ms [2021-11-11 11:26:56 main:574] : INFO : Epoch 1764 | loss: 0.0311848 | val_loss: 0.0311853 | Time: 3008.52 ms [2021-11-11 11:26:59 main:574] : INFO : Epoch 1765 | loss: 0.0311857 | val_loss: 0.0311836 | Time: 3031.67 ms [2021-11-11 11:27:02 main:574] : INFO : Epoch 1766 | loss: 0.0311866 | val_loss: 0.0311844 | Time: 3012.03 ms [2021-11-11 11:27:05 main:574] : INFO : Epoch 1767 | loss: 0.0311849 | val_loss: 0.0311924 | Time: 2997.54 ms [2021-11-11 11:27:08 main:574] : INFO : Epoch 1768 | loss: 0.0311861 | val_loss: 0.0311834 | Time: 2996.28 ms [2021-11-11 11:27:11 main:574] : INFO : Epoch 1769 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 2994.12 ms [2021-11-11 11:27:14 main:574] : INFO : Epoch 1770 | loss: 0.0311836 | val_loss: 0.031184 | Time: 3011.7 ms [2021-11-11 11:27:17 main:574] : INFO : Epoch 1771 | loss: 0.0311856 | val_loss: 0.0311835 | Time: 3001.93 ms [2021-11-11 11:27:20 main:574] : INFO : Epoch 1772 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 2997.58 ms [2021-11-11 11:27:23 main:574] : INFO : Epoch 1773 | loss: 0.0311827 | val_loss: 0.0311832 | Time: 2982.07 ms [2021-11-11 11:27:26 main:574] : INFO : Epoch 1774 | loss: 0.0311849 | val_loss: 0.031186 | Time: 3001.79 ms [2021-11-11 11:27:29 main:574] : INFO : Epoch 1775 | loss: 0.0311853 | val_loss: 0.0311859 | Time: 2999.36 ms [2021-11-11 11:27:32 main:574] : INFO : Epoch 1776 | loss: 0.031188 | val_loss: 0.0311828 | Time: 3036.91 ms [2021-11-11 11:27:35 main:574] : INFO : Epoch 1777 | loss: 0.0311853 | val_loss: 0.0311965 | Time: 2981.31 ms [2021-11-11 11:27:38 main:574] : INFO : Epoch 1778 | loss: 0.0311905 | val_loss: 0.0311949 | Time: 3021.14 ms [2021-11-11 11:27:41 main:574] : INFO : Epoch 1779 | loss: 0.0311866 | val_loss: 0.0311849 | Time: 3011.48 ms [2021-11-11 11:27:44 main:574] : INFO : Epoch 1780 | loss: 0.0311841 | val_loss: 0.0311825 | Time: 3014.35 ms [2021-11-11 11:27:47 main:574] : INFO : Epoch 1781 | loss: 0.0311837 | val_loss: 0.0311829 | Time: 2984.56 ms [2021-11-11 11:27:50 main:574] : INFO : Epoch 1782 | loss: 0.0311814 | val_loss: 0.0311823 | Time: 3004.97 ms [2021-11-11 11:27:53 main:574] : INFO : Epoch 1783 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 3016.83 ms [2021-11-11 11:27:56 main:574] : INFO : Epoch 1784 | loss: 0.0311857 | val_loss: 0.0311911 | Time: 2986.65 ms [2021-11-11 11:27:59 main:574] : INFO : Epoch 1785 | loss: 0.0311825 | val_loss: 0.0311833 | Time: 3003.48 ms [2021-11-11 11:28:02 main:574] : INFO : Epoch 1786 | loss: 0.0311807 | val_loss: 0.031182 | Time: 2991.87 ms [2021-11-11 11:28:05 main:574] : INFO : Epoch 1787 | loss: 0.0311809 | val_loss: 0.031183 | Time: 3024.28 ms [2021-11-11 11:28:09 main:574] : INFO : Epoch 1788 | loss: 0.031183 | val_loss: 0.0311862 | Time: 3019.72 ms [2021-11-11 11:28:11 main:574] : INFO : Epoch 1789 | loss: 0.0311865 | val_loss: 0.0311827 | Time: 2985.95 ms [2021-11-11 11:28:14 main:574] : INFO : Epoch 1790 | loss: 0.0311801 | val_loss: 0.0311835 | Time: 2986.86 ms [2021-11-11 11:28:17 main:574] : INFO : Epoch 1791 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 2951.79 ms [2021-11-11 11:28:20 main:574] : INFO : Epoch 1792 | loss: 0.0311855 | val_loss: 0.0311968 | Time: 3004.41 ms [2021-11-11 11:28:23 main:574] : INFO : Epoch 1793 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 3006.97 ms [2021-11-11 11:28:26 main:574] : INFO : Epoch 1794 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 2979.49 ms [2021-11-11 11:28:29 main:574] : INFO : Epoch 1795 | loss: 0.0311797 | val_loss: 0.0311818 | Time: 2974.56 ms [2021-11-11 11:28:32 main:574] : INFO : Epoch 1796 | loss: 0.0311802 | val_loss: 0.0311819 | Time: 3005.19 ms [2021-11-11 11:28:35 main:574] : INFO : Epoch 1797 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 2993.93 ms [2021-11-11 11:28:38 main:574] : INFO : Epoch 1798 | loss: 0.0311808 | val_loss: 0.0311849 | Time: 2992.76 ms [2021-11-11 11:28:41 main:574] : INFO : Epoch 1799 | loss: 0.0311835 | val_loss: 0.031183 | Time: 2991.51 ms [2021-11-11 11:28:44 main:574] : INFO : Epoch 1800 | loss: 0.031186 | val_loss: 0.0311822 | Time: 2987.36 ms [2021-11-11 11:28:48 main:574] : INFO : Epoch 1801 | loss: 0.0311801 | val_loss: 0.0311905 | Time: 3029.13 ms [2021-11-11 11:28:51 main:574] : INFO : Epoch 1802 | loss: 0.0311855 | val_loss: 0.0311866 | Time: 3023.64 ms [2021-11-11 11:28:54 main:574] : INFO : Epoch 1803 | loss: 0.0311819 | val_loss: 0.0311842 | Time: 2988.83 ms [2021-11-11 11:28:57 main:574] : INFO : Epoch 1804 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 2974.08 ms [2021-11-11 11:29:00 main:574] : INFO : Epoch 1805 | loss: 0.0311793 | val_loss: 0.0311821 | Time: 3015.05 ms [2021-11-11 11:29:03 main:574] : INFO : Epoch 1806 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 2972.01 ms [2021-11-11 11:29:06 main:574] : INFO : Epoch 1807 | loss: 0.0311796 | val_loss: 0.031182 | Time: 2954.54 ms [2021-11-11 11:29:09 main:574] : INFO : Epoch 1808 | loss: 0.0311786 | val_loss: 0.0311816 | Time: 3037.06 ms [2021-11-11 11:29:12 main:574] : INFO : Epoch 1809 | loss: 0.0311806 | val_loss: 0.03119 | Time: 3026.01 ms [2021-11-11 11:29:15 main:574] : INFO : Epoch 1810 | loss: 0.0311817 | val_loss: 0.0311863 | Time: 3013.55 ms [2021-11-11 11:29:18 main:574] : INFO : Epoch 1811 | loss: 0.031181 | val_loss: 0.0311902 | Time: 2948.18 ms [2021-11-11 11:29:21 main:574] : INFO : Epoch 1812 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 2992.08 ms [2021-11-11 11:29:24 main:574] : INFO : Epoch 1813 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 2984.62 ms [2021-11-11 11:29:27 main:574] : INFO : Epoch 1814 | loss: 0.0311792 | val_loss: 0.0311826 | Time: 3005.28 ms [2021-11-11 11:29:30 main:574] : INFO : Epoch 1815 | loss: 0.0311783 | val_loss: 0.0311864 | Time: 2985.09 ms [2021-11-11 11:29:33 main:574] : INFO : Epoch 1816 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 3033.68 ms [2021-11-11 11:29:36 main:574] : INFO : Epoch 1817 | loss: 0.0311791 | val_loss: 0.0311907 | Time: 3019.3 ms [2021-11-11 11:29:39 main:574] : INFO : Epoch 1818 | loss: 0.031179 | val_loss: 0.031182 | Time: 2985.59 ms [2021-11-11 11:29:42 main:574] : INFO : Epoch 1819 | loss: 0.0311818 | val_loss: 0.0311834 | Time: 2964.32 ms [2021-11-11 11:29:45 main:574] : INFO : Epoch 1820 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 2967.74 ms [2021-11-11 11:29:48 main:574] : INFO : Epoch 1821 | loss: 0.03118 | val_loss: 0.0311849 | Time: 3005.35 ms [2021-11-11 11:29:51 main:574] : INFO : Epoch 1822 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 3011.27 ms [2021-11-11 11:29:54 main:574] : INFO : Epoch 1823 | loss: 0.0311778 | val_loss: 0.0311836 | Time: 2999.05 ms [2021-11-11 11:29:57 main:574] : INFO : Epoch 1824 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 3017.95 ms [2021-11-11 11:30:00 main:574] : INFO : Epoch 1825 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 3003.29 ms [2021-11-11 11:30:03 main:574] : INFO : Epoch 1826 | loss: 0.0311776 | val_loss: 0.0311871 | Time: 3010.75 ms [2021-11-11 11:30:06 main:574] : INFO : Epoch 1827 | loss: 0.0311811 | val_loss: 0.0311813 | Time: 3011.33 ms [2021-11-11 11:30:09 main:574] : INFO : Epoch 1828 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 3019.35 ms [2021-11-11 11:30:12 main:574] : INFO : Epoch 1829 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 3002.41 ms [2021-11-11 11:30:15 main:574] : INFO : Epoch 1830 | loss: 0.0311787 | val_loss: 0.0311899 | Time: 3036.23 ms [2021-11-11 11:30:18 main:574] : INFO : Epoch 1831 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 3020.06 ms [2021-11-11 11:30:21 main:574] : INFO : Epoch 1832 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 2983.24 ms [2021-11-11 11:30:24 main:574] : INFO : Epoch 1833 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 2999.97 ms [2021-11-11 11:30:27 main:574] : INFO : Epoch 1834 | loss: 0.0311783 | val_loss: 0.0311847 | Time: 3011.57 ms [2021-11-11 11:30:30 main:574] : INFO : Epoch 1835 | loss: 0.0311786 | val_loss: 0.0311883 | Time: 2998.58 ms [2021-11-11 11:30:33 main:574] : INFO : Epoch 1836 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 3006.49 ms [2021-11-11 11:30:36 main:574] : INFO : Epoch 1837 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 3005.91 ms [2021-11-11 11:30:39 main:574] : INFO : Epoch 1838 | loss: 0.0311791 | val_loss: 0.0311817 | Time: 3006.04 ms [2021-11-11 11:30:42 main:574] : INFO : Epoch 1839 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 2986.37 ms [2021-11-11 11:30:45 main:574] : INFO : Epoch 1840 | loss: 0.0311792 | val_loss: 0.0311853 | Time: 2985.69 ms [2021-11-11 11:30:48 main:574] : INFO : Epoch 1841 | loss: 0.0311762 | val_loss: 0.031182 | Time: 2990.83 ms [2021-11-11 11:30:51 main:574] : INFO : Epoch 1842 | loss: 0.0311768 | val_loss: 0.0311901 | Time: 3022.74 ms [2021-11-11 11:30:54 main:574] : INFO : Epoch 1843 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 2999.72 ms [2021-11-11 11:30:57 main:574] : INFO : Epoch 1844 | loss: 0.031176 | val_loss: 0.0311814 | Time: 3002.56 ms [2021-11-11 11:31:00 main:574] : INFO : Epoch 1845 | loss: 0.031178 | val_loss: 0.0311955 | Time: 3014.69 ms [2021-11-11 11:31:03 main:574] : INFO : Epoch 1846 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 2988.88 ms [2021-11-11 11:31:06 main:574] : INFO : Epoch 1847 | loss: 0.0311757 | val_loss: 0.0311841 | Time: 3009.05 ms [2021-11-11 11:31:09 main:574] : INFO : Epoch 1848 | loss: 0.0311777 | val_loss: 0.0311835 | Time: 2996.33 ms [2021-11-11 11:31:12 main:574] : INFO : Epoch 1849 | loss: 0.0311831 | val_loss: 0.0312035 | Time: 3019.67 ms [2021-11-11 11:31:15 main:574] : INFO : Epoch 1850 | loss: 0.0311802 | val_loss: 0.0311814 | Time: 3026.28 ms [2021-11-11 11:31:18 main:574] : INFO : Epoch 1851 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 2974.62 ms [2021-11-11 11:31:21 main:574] : INFO : Epoch 1852 | loss: 0.0311764 | val_loss: 0.0311871 | Time: 3008.3 ms [2021-11-11 11:31:24 main:574] : INFO : Epoch 1853 | loss: 0.0311792 | val_loss: 0.0311845 | Time: 2974.72 ms [2021-11-11 11:31:27 main:574] : INFO : Epoch 1854 | loss: 0.0311767 | val_loss: 0.0311836 | Time: 2990.65 ms [2021-11-11 11:31:30 main:574] : INFO : Epoch 1855 | loss: 0.0311767 | val_loss: 0.031187 | Time: 2999.44 ms [2021-11-11 11:31:33 main:574] : INFO : Epoch 1856 | loss: 0.0311764 | val_loss: 0.0311814 | Time: 3009.48 ms [2021-11-11 11:31:36 main:574] : INFO : Epoch 1857 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2990.94 ms [2021-11-11 11:31:39 main:574] : INFO : Epoch 1858 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 2971.43 ms [2021-11-11 11:31:42 main:574] : INFO : Epoch 1859 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 2977.38 ms [2021-11-11 11:31:45 main:574] : INFO : Epoch 1860 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 2977.65 ms [2021-11-11 11:31:48 main:574] : INFO : Epoch 1861 | loss: 0.0311782 | val_loss: 0.031184 | Time: 3009.95 ms [2021-11-11 11:31:51 main:574] : INFO : Epoch 1862 | loss: 0.0311784 | val_loss: 0.0311836 | Time: 3024.16 ms [2021-11-11 11:31:54 main:574] : INFO : Epoch 1863 | loss: 0.0311766 | val_loss: 0.0311894 | Time: 3015.4 ms [2021-11-11 11:31:57 main:574] : INFO : Epoch 1864 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 3021.16 ms [2021-11-11 11:32:00 main:574] : INFO : Epoch 1865 | loss: 0.0311759 | val_loss: 0.0311829 | Time: 3016.91 ms [2021-11-11 11:32:03 main:574] : INFO : Epoch 1866 | loss: 0.0311806 | val_loss: 0.0311854 | Time: 2995.39 ms [2021-11-11 11:32:06 main:574] : INFO : Epoch 1867 | loss: 0.0311799 | val_loss: 0.0311838 | Time: 3019.87 ms [2021-11-11 11:32:09 main:574] : INFO : Epoch 1868 | loss: 0.0311753 | val_loss: 0.0311847 | Time: 2984.69 ms [2021-11-11 11:32:12 main:574] : INFO : Epoch 1869 | loss: 0.0311737 | val_loss: 0.0311825 | Time: 3050.25 ms [2021-11-11 11:32:15 main:574] : INFO : Epoch 1870 | loss: 0.0311736 | val_loss: 0.0311828 | Time: 3014.71 ms [2021-11-11 11:32:18 main:574] : INFO : Epoch 1871 | loss: 0.0311784 | val_loss: 0.031195 | Time: 3014.43 ms [2021-11-11 11:32:22 main:574] : INFO : Epoch 1872 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 3024.32 ms [2021-11-11 11:32:25 main:574] : INFO : Epoch 1873 | loss: 0.0311755 | val_loss: 0.0311853 | Time: 3005.36 ms [2021-11-11 11:32:28 main:574] : INFO : Epoch 1874 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 2990.82 ms [2021-11-11 11:32:31 main:574] : INFO : Epoch 1875 | loss: 0.0311741 | val_loss: 0.0311861 | Time: 2995.28 ms [2021-11-11 11:32:34 main:574] : INFO : Epoch 1876 | loss: 0.031174 | val_loss: 0.031184 | Time: 3009.54 ms [2021-11-11 11:32:37 main:574] : INFO : Epoch 1877 | loss: 0.0311741 | val_loss: 0.0311853 | Time: 2997.72 ms [2021-11-11 11:32:40 main:574] : INFO : Epoch 1878 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 2995.45 ms [2021-11-11 11:32:43 main:574] : INFO : Epoch 1879 | loss: 0.0311727 | val_loss: 0.031184 | Time: 3001.26 ms [2021-11-11 11:32:46 main:574] : INFO : Epoch 1880 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 2981.31 ms [2021-11-11 11:32:49 main:574] : INFO : Epoch 1881 | loss: 0.031177 | val_loss: 0.0311816 | Time: 3022.5 ms [2021-11-11 11:32:52 main:574] : INFO : Epoch 1882 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 3025.94 ms [2021-11-11 11:32:55 main:574] : INFO : Epoch 1883 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 3007.22 ms [2021-11-11 11:32:58 main:574] : INFO : Epoch 1884 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 2988.76 ms [2021-11-11 11:33:01 main:574] : INFO : Epoch 1885 | loss: 0.0311756 | val_loss: 0.031184 | Time: 3008.62 ms [2021-11-11 11:33:04 main:574] : INFO : Epoch 1886 | loss: 0.0311736 | val_loss: 0.0312018 | Time: 3019.83 ms [2021-11-11 11:33:07 main:574] : INFO : Epoch 1887 | loss: 0.031184 | val_loss: 0.03119 | Time: 3005.74 ms [2021-11-11 11:33:10 main:574] : INFO : Epoch 1888 | loss: 0.0311735 | val_loss: 0.0311827 | Time: 2983.25 ms [2021-11-11 11:33:13 main:574] : INFO : Epoch 1889 | loss: 0.0311731 | val_loss: 0.0311843 | Time: 3008.2 ms [2021-11-11 11:33:16 main:574] : INFO : Epoch 1890 | loss: 0.0311753 | val_loss: 0.0311835 | Time: 2997.39 ms [2021-11-11 11:33:19 main:574] : INFO : Epoch 1891 | loss: 0.0311731 | val_loss: 0.0311918 | Time: 3018.38 ms [2021-11-11 11:33:22 main:574] : INFO : Epoch 1892 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 3012.81 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-11 11:41:01 main:435] : INFO : Set logging level to 1 [2021-11-11 11:41:01 main:441] : INFO : Running in BOINC Client mode [2021-11-11 11:41:01 main:444] : INFO : Resolving all filenames [2021-11-11 11:41:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-11 11:41:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636227084-3421-0_0_r1665747_1 (exists = 1) [2021-11-11 11:41:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636227084-3421-0_0_r1665747_0 (exists = 0) [2021-11-11 11:41:01 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-11-11 11:41:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-11 11:41:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-11 11:41:01 main:474] : INFO : Configuration: [2021-11-11 11:41:01 main:475] : INFO : Model type: GRU [2021-11-11 11:41:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-11 11:41:01 main:477] : INFO : Max Epochs: 2048 [2021-11-11 11:41:01 main:478] : INFO : Batch Size: 128 [2021-11-11 11:41:01 main:479] : INFO : Learning Rate: 0.01 [2021-11-11 11:41:01 main:480] : INFO : Patience: 10 [2021-11-11 11:41:01 main:481] : INFO : Hidden Width: 12 [2021-11-11 11:41:01 main:482] : INFO : # Recurrent Layers: 4 [2021-11-11 11:41:01 main:483] : INFO : # Backend Layers: 4 [2021-11-11 11:41:01 main:484] : INFO : # Threads: 1 [2021-11-11 11:41:01 main:486] : INFO : Preparing Dataset [2021-11-11 11:41:01 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 11:41:02 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 11:41:04 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-11 11:41:04 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 11:41:04 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 11:41:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-11 11:41:05 main:494] : INFO : Creating Model [2021-11-11 11:41:05 main:507] : INFO : Preparing config file [2021-11-11 11:41:05 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-11 11:41:05 main:512] : INFO : Loading config [2021-11-11 11:41:05 main:514] : INFO : Loading state [2021-11-11 11:41:06 main:559] : INFO : Loading DataLoader into Memory [2021-11-11 11:41:06 main:562] : INFO : Starting Training [2021-11-11 11:41:09 main:574] : INFO : Epoch 1883 | loss: 0.0318225 | val_loss: 0.0314029 | Time: 3302.22 ms [2021-11-11 11:41:12 main:574] : INFO : Epoch 1884 | loss: 0.0312927 | val_loss: 0.0312476 | Time: 2943.47 ms [2021-11-11 11:41:15 main:574] : INFO : Epoch 1885 | loss: 0.0312427 | val_loss: 0.0312258 | Time: 2939.79 ms [2021-11-11 11:41:18 main:574] : INFO : Epoch 1886 | loss: 0.0312254 | val_loss: 0.0312122 | Time: 2929.51 ms [2021-11-11 11:41:21 main:574] : INFO : Epoch 1887 | loss: 0.0312087 | val_loss: 0.0311979 | Time: 2951.06 ms [2021-11-11 11:41:24 main:574] : INFO : Epoch 1888 | loss: 0.0311968 | val_loss: 0.0311895 | Time: 2963.73 ms [2021-11-11 11:41:27 main:574] : INFO : Epoch 1889 | loss: 0.0311883 | val_loss: 0.0311846 | Time: 3019.61 ms [2021-11-11 11:41:30 main:574] : INFO : Epoch 1890 | loss: 0.0311992 | val_loss: 0.0311916 | Time: 3003.37 ms [2021-11-11 11:41:33 main:574] : INFO : Epoch 1891 | loss: 0.0311871 | val_loss: 0.0311797 | Time: 3001.51 ms [2021-11-11 11:41:36 main:574] : INFO : Epoch 1892 | loss: 0.0311805 | val_loss: 0.0311787 | Time: 2991 ms [2021-11-11 11:41:39 main:574] : INFO : Epoch 1893 | loss: 0.031181 | val_loss: 0.0311818 | Time: 2998.94 ms [2021-11-11 11:41:42 main:574] : INFO : Epoch 1894 | loss: 0.0311821 | val_loss: 0.0311896 | Time: 2979.14 ms [2021-11-11 11:41:45 main:574] : INFO : Epoch 1895 | loss: 0.0311883 | val_loss: 0.0311937 | Time: 3032.53 ms [2021-11-11 11:41:48 main:574] : INFO : Epoch 1896 | loss: 0.0311849 | val_loss: 0.0311859 | Time: 2984.17 ms [2021-11-11 11:41:51 main:574] : INFO : Epoch 1897 | loss: 0.0311817 | val_loss: 0.0311774 | Time: 3022.52 ms [2021-11-11 11:41:54 main:574] : INFO : Epoch 1898 | loss: 0.0311774 | val_loss: 0.03118 | Time: 2984.78 ms [2021-11-11 11:41:57 main:574] : INFO : Epoch 1899 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 3025.18 ms [2021-11-11 11:42:00 main:574] : INFO : Epoch 1900 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 2976.21 ms [2021-11-11 11:42:03 main:574] : INFO : Epoch 1901 | loss: 0.031184 | val_loss: 0.0311773 | Time: 2998.12 ms [2021-11-11 11:42:06 main:574] : INFO : Epoch 1902 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 3021.87 ms [2021-11-11 11:42:09 main:574] : INFO : Epoch 1903 | loss: 0.0311721 | val_loss: 0.0311812 | Time: 3007.48 ms [2021-11-11 11:42:12 main:574] : INFO : Epoch 1904 | loss: 0.031172 | val_loss: 0.031176 | Time: 3042.26 ms [2021-11-11 11:42:15 main:574] : INFO : Epoch 1905 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 2980.76 ms [2021-11-11 11:42:18 main:574] : INFO : Epoch 1906 | loss: 0.031186 | val_loss: 0.0311806 | Time: 2993.09 ms [2021-11-11 11:42:21 main:574] : INFO : Epoch 1907 | loss: 0.0311784 | val_loss: 0.0312028 | Time: 2972.31 ms [2021-11-11 11:42:24 main:574] : INFO : Epoch 1908 | loss: 0.0311846 | val_loss: 0.031181 | Time: 2993.72 ms [2021-11-11 11:42:27 main:574] : INFO : Epoch 1909 | loss: 0.0311792 | val_loss: 0.0311942 | Time: 3019.14 ms [2021-11-11 11:42:30 main:574] : INFO : Epoch 1910 | loss: 0.0311781 | val_loss: 0.0311755 | Time: 2990.75 ms [2021-11-11 11:42:33 main:574] : INFO : Epoch 1911 | loss: 0.03117 | val_loss: 0.0311845 | Time: 2986.74 ms [2021-11-11 11:42:36 main:574] : INFO : Epoch 1912 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 3018.06 ms [2021-11-11 11:42:39 main:574] : INFO : Epoch 1913 | loss: 0.03117 | val_loss: 0.0311763 | Time: 3014.2 ms [2021-11-11 11:42:42 main:574] : INFO : Epoch 1914 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 2995.92 ms [2021-11-11 11:42:45 main:574] : INFO : Epoch 1915 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 2995.32 ms [2021-11-11 11:42:48 main:574] : INFO : Epoch 1916 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 3014.79 ms [2021-11-11 11:42:51 main:574] : INFO : Epoch 1917 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 2976.37 ms [2021-11-11 11:42:54 main:574] : INFO : Epoch 1918 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 2984.45 ms [2021-11-11 11:42:57 main:574] : INFO : Epoch 1919 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 3013.76 ms [2021-11-11 11:43:00 main:574] : INFO : Epoch 1920 | loss: 0.0311645 | val_loss: 0.0311941 | Time: 2983.63 ms [2021-11-11 11:43:03 main:574] : INFO : Epoch 1921 | loss: 0.0311653 | val_loss: 0.0311737 | Time: 3034.76 ms [2021-11-11 11:43:06 main:574] : INFO : Epoch 1922 | loss: 0.0311652 | val_loss: 0.0311792 | Time: 3035.51 ms [2021-11-11 11:43:09 main:574] : INFO : Epoch 1923 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 3011.75 ms [2021-11-11 11:43:12 main:574] : INFO : Epoch 1924 | loss: 0.0311599 | val_loss: 0.0311772 | Time: 3000.17 ms [2021-11-11 11:43:15 main:574] : INFO : Epoch 1925 | loss: 0.0311646 | val_loss: 0.0311764 | Time: 2984.13 ms [2021-11-11 11:43:19 main:574] : INFO : Epoch 1926 | loss: 0.0311647 | val_loss: 0.0311939 | Time: 3000.34 ms [2021-11-11 11:43:22 main:574] : INFO : Epoch 1927 | loss: 0.0311638 | val_loss: 0.0311776 | Time: 3036.98 ms [2021-11-11 11:43:25 main:574] : INFO : Epoch 1928 | loss: 0.0311623 | val_loss: 0.0311849 | Time: 3028.93 ms [2021-11-11 11:43:28 main:574] : INFO : Epoch 1929 | loss: 0.03116 | val_loss: 0.0311733 | Time: 3036.46 ms [2021-11-11 11:43:31 main:574] : INFO : Epoch 1930 | loss: 0.0311599 | val_loss: 0.0311785 | Time: 3016.68 ms [2021-11-11 11:43:34 main:574] : INFO : Epoch 1931 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 3004.92 ms [2021-11-11 11:43:37 main:574] : INFO : Epoch 1932 | loss: 0.0311577 | val_loss: 0.0311733 | Time: 2995.09 ms [2021-11-11 11:43:40 main:574] : INFO : Epoch 1933 | loss: 0.0311569 | val_loss: 0.0311778 | Time: 3002.49 ms [2021-11-11 11:43:43 main:574] : INFO : Epoch 1934 | loss: 0.0311599 | val_loss: 0.0311766 | Time: 3019.66 ms [2021-11-11 11:43:46 main:574] : INFO : Epoch 1935 | loss: 0.0311579 | val_loss: 0.0311819 | Time: 2988.59 ms [2021-11-11 11:43:49 main:574] : INFO : Epoch 1936 | loss: 0.0311564 | val_loss: 0.0311785 | Time: 3030.69 ms [2021-11-11 11:43:52 main:574] : INFO : Epoch 1937 | loss: 0.0311553 | val_loss: 0.0311752 | Time: 3018.64 ms [2021-11-11 11:43:55 main:574] : INFO : Epoch 1938 | loss: 0.0311566 | val_loss: 0.0311797 | Time: 3006.33 ms [2021-11-11 11:43:58 main:574] : INFO : Epoch 1939 | loss: 0.0311574 | val_loss: 0.0311795 | Time: 3003.16 ms [2021-11-11 11:44:01 main:574] : INFO : Epoch 1940 | loss: 0.0311538 | val_loss: 0.0311819 | Time: 3024.36 ms [2021-11-11 11:44:04 main:574] : INFO : Epoch 1941 | loss: 0.0311578 | val_loss: 0.031174 | Time: 3013.91 ms [2021-11-11 11:44:07 main:574] : INFO : Epoch 1942 | loss: 0.031158 | val_loss: 0.0312055 | Time: 3012.56 ms [2021-11-11 11:44:10 main:574] : INFO : Epoch 1943 | loss: 0.0311616 | val_loss: 0.0311794 | Time: 3020.16 ms [2021-11-11 11:44:13 main:574] : INFO : Epoch 1944 | loss: 0.0311477 | val_loss: 0.0311775 | Time: 3029.52 ms [2021-11-11 11:44:16 main:574] : INFO : Epoch 1945 | loss: 0.0311492 | val_loss: 0.031175 | Time: 3017.06 ms [2021-11-11 11:44:19 main:574] : INFO : Epoch 1946 | loss: 0.0311529 | val_loss: 0.0311871 | Time: 2998.11 ms [2021-11-11 11:44:22 main:574] : INFO : Epoch 1947 | loss: 0.0311572 | val_loss: 0.0311845 | Time: 3031.89 ms [2021-11-11 11:44:25 main:574] : INFO : Epoch 1948 | loss: 0.0311512 | val_loss: 0.0311791 | Time: 3008.77 ms [2021-11-11 11:44:28 main:574] : INFO : Epoch 1949 | loss: 0.0311554 | val_loss: 0.0311816 | Time: 3049.35 ms [2021-11-11 11:44:31 main:574] : INFO : Epoch 1950 | loss: 0.0311525 | val_loss: 0.0311763 | Time: 3002.92 ms [2021-11-11 11:44:34 main:574] : INFO : Epoch 1951 | loss: 0.031148 | val_loss: 0.0311853 | Time: 3010.32 ms [2021-11-11 11:44:37 main:574] : INFO : Epoch 1952 | loss: 0.0311506 | val_loss: 0.0311801 | Time: 3018.7 ms [2021-11-11 11:44:40 main:574] : INFO : Epoch 1953 | loss: 0.0311554 | val_loss: 0.0311848 | Time: 2994.57 ms [2021-11-11 11:44:43 main:574] : INFO : Epoch 1954 | loss: 0.031151 | val_loss: 0.0311848 | Time: 2986.35 ms [2021-11-11 11:44:46 main:574] : INFO : Epoch 1955 | loss: 0.0311486 | val_loss: 0.0311857 | Time: 2985.5 ms [2021-11-11 11:44:49 main:574] : INFO : Epoch 1956 | loss: 0.0311433 | val_loss: 0.0311814 | Time: 2972.1 ms [2021-11-11 11:44:52 main:574] : INFO : Epoch 1957 | loss: 0.0311515 | val_loss: 0.0311764 | Time: 3000.51 ms [2021-11-11 11:44:55 main:574] : INFO : Epoch 1958 | loss: 0.0311462 | val_loss: 0.031194 | Time: 3052.72 ms [2021-11-11 11:44:58 main:574] : INFO : Epoch 1959 | loss: 0.031154 | val_loss: 0.0311834 | Time: 3009.38 ms [2021-11-11 11:45:01 main:574] : INFO : Epoch 1960 | loss: 0.031152 | val_loss: 0.0311767 | Time: 3034.3 ms [2021-11-11 11:45:04 main:574] : INFO : Epoch 1961 | loss: 0.0311456 | val_loss: 0.0311868 | Time: 3016.53 ms [2021-11-11 11:45:08 main:574] : INFO : Epoch 1962 | loss: 0.0311471 | val_loss: 0.0311817 | Time: 3001.69 ms [2021-11-11 11:45:11 main:574] : INFO : Epoch 1963 | loss: 0.0311428 | val_loss: 0.0311773 | Time: 2999.09 ms [2021-11-11 11:45:14 main:574] : INFO : Epoch 1964 | loss: 0.0311452 | val_loss: 0.0311819 | Time: 3006.95 ms [2021-11-11 11:45:17 main:574] : INFO : Epoch 1965 | loss: 0.0311436 | val_loss: 0.0311878 | Time: 3005.15 ms [2021-11-11 11:45:20 main:574] : INFO : Epoch 1966 | loss: 0.0311442 | val_loss: 0.0311834 | Time: 3034.61 ms [2021-11-11 11:45:23 main:574] : INFO : Epoch 1967 | loss: 0.0311409 | val_loss: 0.0311822 | Time: 3050.47 ms [2021-11-11 11:45:26 main:574] : INFO : Epoch 1968 | loss: 0.0311481 | val_loss: 0.0311864 | Time: 3032.43 ms [2021-11-11 11:45:29 main:574] : INFO : Epoch 1969 | loss: 0.0311449 | val_loss: 0.0311811 | Time: 3023.28 ms [2021-11-11 11:45:32 main:574] : INFO : Epoch 1970 | loss: 0.0311402 | val_loss: 0.0311841 | Time: 3035.93 ms [2021-11-11 11:45:35 main:574] : INFO : Epoch 1971 | loss: 0.0311443 | val_loss: 0.0311891 | Time: 3022.18 ms [2021-11-11 11:45:38 main:574] : INFO : Epoch 1972 | loss: 0.0311434 | val_loss: 0.0311944 | Time: 3028.12 ms [2021-11-11 11:45:41 main:574] : INFO : Epoch 1973 | loss: 0.0311418 | val_loss: 0.0311839 | Time: 3017.19 ms [2021-11-11 11:45:44 main:574] : INFO : Epoch 1974 | loss: 0.0311456 | val_loss: 0.0311807 | Time: 3038.11 ms [2021-11-11 11:45:47 main:574] : INFO : Epoch 1975 | loss: 0.0311426 | val_loss: 0.0311744 | Time: 3023.94 ms [2021-11-11 11:45:50 main:574] : INFO : Epoch 1976 | loss: 0.0311425 | val_loss: 0.0311896 | Time: 3006.55 ms [2021-11-11 11:45:53 main:574] : INFO : Epoch 1977 | loss: 0.0311433 | val_loss: 0.0311884 | Time: 2992.42 ms [2021-11-11 11:45:56 main:574] : INFO : Epoch 1978 | loss: 0.0311451 | val_loss: 0.0311985 | Time: 3023.87 ms [2021-11-11 11:45:59 main:574] : INFO : Epoch 1979 | loss: 0.0311476 | val_loss: 0.0311811 | Time: 3008.67 ms [2021-11-11 11:46:02 main:574] : INFO : Epoch 1980 | loss: 0.0311357 | val_loss: 0.031186 | Time: 3058.31 ms [2021-11-11 11:46:05 main:574] : INFO : Epoch 1981 | loss: 0.0311395 | val_loss: 0.0311856 | Time: 3038.88 ms [2021-11-11 11:46:08 main:574] : INFO : Epoch 1982 | loss: 0.031141 | val_loss: 0.0311764 | Time: 3029.73 ms [2021-11-11 11:46:11 main:574] : INFO : Epoch 1983 | loss: 0.0311397 | val_loss: 0.031189 | Time: 3016.75 ms [2021-11-11 11:46:14 main:574] : INFO : Epoch 1984 | loss: 0.0311393 | val_loss: 0.0311874 | Time: 3011.27 ms [2021-11-11 11:46:17 main:574] : INFO : Epoch 1985 | loss: 0.0311419 | val_loss: 0.0311796 | Time: 3040.55 ms [2021-11-11 11:46:20 main:574] : INFO : Epoch 1986 | loss: 0.0311402 | val_loss: 0.0311809 | Time: 3003.67 ms [2021-11-11 11:46:23 main:574] : INFO : Epoch 1987 | loss: 0.0311437 | val_loss: 0.0311891 | Time: 3023.12 ms [2021-11-11 11:46:26 main:574] : INFO : Epoch 1988 | loss: 0.0311425 | val_loss: 0.0311907 | Time: 3038.78 ms [2021-11-11 11:46:30 main:574] : INFO : Epoch 1989 | loss: 0.0311395 | val_loss: 0.0311918 | Time: 3057.86 ms [2021-11-11 11:46:33 main:574] : INFO : Epoch 1990 | loss: 0.031137 | val_loss: 0.031189 | Time: 3033.62 ms [2021-11-11 11:46:36 main:574] : INFO : Epoch 1991 | loss: 0.0311349 | val_loss: 0.0311932 | Time: 3025.62 ms [2021-11-11 11:46:39 main:574] : INFO : Epoch 1992 | loss: 0.0311401 | val_loss: 0.0311796 | Time: 2995.07 ms [2021-11-11 11:46:42 main:574] : INFO : Epoch 1993 | loss: 0.031135 | val_loss: 0.0311861 | Time: 2978.38 ms [2021-11-11 11:46:45 main:574] : INFO : Epoch 1994 | loss: 0.0311363 | val_loss: 0.031186 | Time: 2994.67 ms [2021-11-11 11:46:48 main:574] : INFO : Epoch 1995 | loss: 0.0311358 | val_loss: 0.0311843 | Time: 3032.49 ms [2021-11-11 11:46:51 main:574] : INFO : Epoch 1996 | loss: 0.0311349 | val_loss: 0.0311829 | Time: 3000.6 ms [2021-11-11 11:46:54 main:574] : INFO : Epoch 1997 | loss: 0.0311343 | val_loss: 0.0311898 | Time: 3030.96 ms [2021-11-11 11:46:57 main:574] : INFO : Epoch 1998 | loss: 0.0311408 | val_loss: 0.031206 | Time: 3029.88 ms [2021-11-11 11:47:00 main:574] : INFO : Epoch 1999 | loss: 0.0311396 | val_loss: 0.031185 | Time: 2997.15 ms [2021-11-11 11:47:03 main:574] : INFO : Epoch 2000 | loss: 0.031137 | val_loss: 0.0311809 | Time: 2981.36 ms [2021-11-11 11:47:06 main:574] : INFO : Epoch 2001 | loss: 0.0311344 | val_loss: 0.031184 | Time: 3038.26 ms [2021-11-11 11:47:09 main:574] : INFO : Epoch 2002 | loss: 0.0311377 | val_loss: 0.0312005 | Time: 2986.95 ms [2021-11-11 11:47:12 main:574] : INFO : Epoch 2003 | loss: 0.0311426 | val_loss: 0.0311892 | Time: 2980.9 ms [2021-11-11 11:47:15 main:574] : INFO : Epoch 2004 | loss: 0.0311334 | val_loss: 0.0311888 | Time: 3003.26 ms [2021-11-11 11:47:18 main:574] : INFO : Epoch 2005 | loss: 0.0311409 | val_loss: 0.0311924 | Time: 3011.8 ms [2021-11-11 11:47:21 main:574] : INFO : Epoch 2006 | loss: 0.0311386 | val_loss: 0.0311823 | Time: 3015.19 ms [2021-11-11 11:47:24 main:574] : INFO : Epoch 2007 | loss: 0.0311396 | val_loss: 0.0311778 | Time: 3064.84 ms [2021-11-11 11:47:27 main:574] : INFO : Epoch 2008 | loss: 0.0311343 | val_loss: 0.0311807 | Time: 3049.49 ms [2021-11-11 11:47:30 main:574] : INFO : Epoch 2009 | loss: 0.0311308 | val_loss: 0.0311882 | Time: 3008.05 ms [2021-11-11 11:47:33 main:574] : INFO : Epoch 2010 | loss: 0.0311343 | val_loss: 0.0311833 | Time: 3008.39 ms [2021-11-11 11:47:36 main:574] : INFO : Epoch 2011 | loss: 0.0311285 | val_loss: 0.0311922 | Time: 3023.77 ms [2021-11-11 11:47:39 main:574] : INFO : Epoch 2012 | loss: 0.0311286 | val_loss: 0.0311846 | Time: 3004.9 ms [2021-11-11 11:47:42 main:574] : INFO : Epoch 2013 | loss: 0.0311322 | val_loss: 0.0311838 | Time: 3032.11 ms [2021-11-11 11:47:45 main:574] : INFO : Epoch 2014 | loss: 0.0311383 | val_loss: 0.0311852 | Time: 3016.26 ms [2021-11-11 11:47:48 main:574] : INFO : Epoch 2015 | loss: 0.0311312 | val_loss: 0.0311795 | Time: 3001.71 ms [2021-11-11 11:47:51 main:574] : INFO : Epoch 2016 | loss: 0.03113 | val_loss: 0.0311916 | Time: 3004.73 ms [2021-11-11 11:47:54 main:574] : INFO : Epoch 2017 | loss: 0.0311329 | val_loss: 0.0311989 | Time: 3035.12 ms [2021-11-11 11:47:57 main:574] : INFO : Epoch 2018 | loss: 0.031129 | val_loss: 0.0312052 | Time: 3044.38 ms [2021-11-11 11:48:00 main:574] : INFO : Epoch 2019 | loss: 0.0311354 | val_loss: 0.0311853 | Time: 3005.13 ms [2021-11-11 11:48:03 main:574] : INFO : Epoch 2020 | loss: 0.0311396 | val_loss: 0.031203 | Time: 3014.25 ms [2021-11-11 11:48:06 main:574] : INFO : Epoch 2021 | loss: 0.0311391 | val_loss: 0.0312104 | Time: 3030.35 ms [2021-11-11 11:48:09 main:574] : INFO : Epoch 2022 | loss: 0.0311336 | val_loss: 0.0311899 | Time: 3033.28 ms [2021-11-11 11:48:12 main:574] : INFO : Epoch 2023 | loss: 0.0311265 | val_loss: 0.0311861 | Time: 2991.97 ms [2021-11-11 11:48:15 main:574] : INFO : Epoch 2024 | loss: 0.0311269 | val_loss: 0.0311882 | Time: 3017.64 ms [2021-11-11 11:48:18 main:574] : INFO : Epoch 2025 | loss: 0.0311275 | val_loss: 0.0311946 | Time: 3021.02 ms [2021-11-11 11:48:21 main:574] : INFO : Epoch 2026 | loss: 0.0311296 | val_loss: 0.0312074 | Time: 3012.45 ms [2021-11-11 11:48:25 main:574] : INFO : Epoch 2027 | loss: 0.0311317 | val_loss: 0.0311865 | Time: 3075.12 ms [2021-11-11 11:48:28 main:574] : INFO : Epoch 2028 | loss: 0.0311303 | val_loss: 0.0311914 | Time: 3001.46 ms [2021-11-11 11:48:31 main:574] : INFO : Epoch 2029 | loss: 0.0311282 | val_loss: 0.0311947 | Time: 3005.92 ms [2021-11-11 11:48:34 main:574] : INFO : Epoch 2030 | loss: 0.0311387 | val_loss: 0.0311894 | Time: 2965.56 ms [2021-11-11 11:48:37 main:574] : INFO : Epoch 2031 | loss: 0.0311265 | val_loss: 0.0311928 | Time: 2999.41 ms [2021-11-11 11:48:40 main:574] : INFO : Epoch 2032 | loss: 0.0311251 | val_loss: 0.0312084 | Time: 3000.84 ms [2021-11-11 11:48:43 main:574] : INFO : Epoch 2033 | loss: 0.0311407 | val_loss: 0.0312022 | Time: 3010.32 ms [2021-11-11 11:48:46 main:574] : INFO : Epoch 2034 | loss: 0.0311273 | val_loss: 0.0311925 | Time: 3004.7 ms [2021-11-11 11:48:49 main:574] : INFO : Epoch 2035 | loss: 0.0311244 | val_loss: 0.0311959 | Time: 3052.21 ms [2021-11-11 11:48:52 main:574] : INFO : Epoch 2036 | loss: 0.0311253 | val_loss: 0.0311865 | Time: 3052.48 ms [2021-11-11 11:48:55 main:574] : INFO : Epoch 2037 | loss: 0.0311272 | val_loss: 0.0311846 | Time: 3001.52 ms [2021-11-11 11:48:58 main:574] : INFO : Epoch 2038 | loss: 0.031157 | val_loss: 0.0311973 | Time: 3001.69 ms [2021-11-11 11:49:01 main:574] : INFO : Epoch 2039 | loss: 0.0311841 | val_loss: 0.0311816 | Time: 3014.06 ms [2021-11-11 11:49:04 main:574] : INFO : Epoch 2040 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 3016.57 ms [2021-11-11 11:49:07 main:574] : INFO : Epoch 2041 | loss: 0.0311679 | val_loss: 0.0311775 | Time: 3026.55 ms [2021-11-11 11:49:10 main:574] : INFO : Epoch 2042 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 3013.55 ms [2021-11-11 11:49:13 main:574] : INFO : Epoch 2043 | loss: 0.0311592 | val_loss: 0.0311734 | Time: 3016.37 ms [2021-11-11 11:49:16 main:574] : INFO : Epoch 2044 | loss: 0.0311595 | val_loss: 0.0311768 | Time: 2971.25 ms [2021-11-11 11:49:19 main:574] : INFO : Epoch 2045 | loss: 0.0311542 | val_loss: 0.0311743 | Time: 3050.75 ms [2021-11-11 11:49:22 main:574] : INFO : Epoch 2046 | loss: 0.0311533 | val_loss: 0.0311763 | Time: 3041.34 ms [2021-11-11 11:49:25 main:574] : INFO : Epoch 2047 | loss: 0.0311467 | val_loss: 0.0311748 | Time: 2988.91 ms [2021-11-11 11:49:28 main:574] : INFO : Epoch 2048 | loss: 0.0311474 | val_loss: 0.0311761 | Time: 3025.59 ms [2021-11-11 11:49:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761 [2021-11-11 11:49:28 main:603] : INFO : Saving end state to config to file [2021-11-11 11:49:28 main:608] : INFO : Success, exiting.. 11:49:28 (2932): 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)