Task 11107144
| Name | ParityModified-1639964370-27773-2-0_0 |
| Workunit | 8389441 |
| Created | 27 Jan 2022, 10:46:54 UTC |
| Sent | 12 Feb 2022, 22:36:08 UTC |
| Report deadline | 20 Feb 2022, 22:36:08 UTC |
| Received | 16 Feb 2022, 17:25:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9656 |
| Run time | 1 hours 47 min 10 sec |
| CPU time | 1 hours 46 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 2-02-16 17:46:41 main:574] : INFO : Epoch 1542 | loss: 0.0311004 | val_loss: 0.0311469 | Time: 3146.08 ms [2022-02-16 17:46:44 main:574] : INFO : Epoch 1543 | loss: 0.0311013 | val_loss: 0.031151 | Time: 3141.83 ms [2022-02-16 17:46:47 main:574] : INFO : Epoch 1544 | loss: 0.0311002 | val_loss: 0.0311475 | Time: 3122.17 ms [2022-02-16 17:46:50 main:574] : INFO : Epoch 1545 | loss: 0.0310995 | val_loss: 0.0311498 | Time: 3117.31 ms [2022-02-16 17:46:54 main:574] : INFO : Epoch 1546 | loss: 0.0310991 | val_loss: 0.0311511 | Time: 3159.46 ms [2022-02-16 17:46:57 main:574] : INFO : Epoch 1547 | loss: 0.0310998 | val_loss: 0.0311477 | Time: 3131.6 ms [2022-02-16 17:47:00 main:574] : INFO : Epoch 1548 | loss: 0.0311038 | val_loss: 0.031152 | Time: 3130.8 ms [2022-02-16 17:47:03 main:574] : INFO : Epoch 1549 | loss: 0.0311045 | val_loss: 0.0311453 | Time: 3130.16 ms [2022-02-16 17:47:06 main:574] : INFO : Epoch 1550 | loss: 0.0311034 | val_loss: 0.0311484 | Time: 3109.2 ms [2022-02-16 17:47:09 main:574] : INFO : Epoch 1551 | loss: 0.0311019 | val_loss: 0.0311669 | Time: 3126.51 ms [2022-02-16 17:47:12 main:574] : INFO : Epoch 1552 | loss: 0.0311074 | val_loss: 0.0311524 | Time: 3128.7 ms [2022-02-16 17:47:15 main:574] : INFO : Epoch 1553 | loss: 0.0311031 | val_loss: 0.0311443 | Time: 3122.19 ms [2022-02-16 17:47:19 main:574] : INFO : Epoch 1554 | loss: 0.0311027 | val_loss: 0.031146 | Time: 3124.78 ms [2022-02-16 17:47:22 main:574] : INFO : Epoch 1555 | loss: 0.0311048 | val_loss: 0.0311577 | Time: 3114.37 ms [2022-02-16 17:47:25 main:574] : INFO : Epoch 1556 | loss: 0.0311278 | val_loss: 0.0311675 | Time: 3118.15 ms [2022-02-16 17:47:28 main:574] : INFO : Epoch 1557 | loss: 0.0311296 | val_loss: 0.0311526 | Time: 3141.76 ms [2022-02-16 17:47:31 main:574] : INFO : Epoch 1558 | loss: 0.0311205 | val_loss: 0.0311599 | Time: 3122.48 ms [2022-02-16 17:47:34 main:574] : INFO : Epoch 1559 | loss: 0.031117 | val_loss: 0.0311496 | Time: 3110.87 ms [2022-02-16 17:47:37 main:574] : INFO : Epoch 1560 | loss: 0.0311118 | val_loss: 0.0311516 | Time: 3104.26 ms [2022-02-16 17:47:40 main:574] : INFO : Epoch 1561 | loss: 0.0311095 | val_loss: 0.0311516 | Time: 3126.72 ms [2022-02-16 17:47:44 main:574] : INFO : Epoch 1562 | loss: 0.0311091 | val_loss: 0.0311529 | Time: 3146.4 ms [2022-02-16 17:47:47 main:574] : INFO : Epoch 1563 | loss: 0.0311039 | val_loss: 0.0311459 | Time: 3118.25 ms [2022-02-16 17:47:50 main:574] : INFO : Epoch 1564 | loss: 0.0311024 | val_loss: 0.0311484 | Time: 3109.82 ms [2022-02-16 17:47:53 main:574] : INFO : Epoch 1565 | loss: 0.0311017 | val_loss: 0.0311541 | Time: 3110.64 ms [2022-02-16 17:47:56 main:574] : INFO : Epoch 1566 | loss: 0.0311045 | val_loss: 0.0311532 | Time: 3143 ms [2022-02-16 17:47:59 main:574] : INFO : Epoch 1567 | loss: 0.031103 | val_loss: 0.0311488 | Time: 3128.23 ms [2022-02-16 17:48:02 main:574] : INFO : Epoch 1568 | loss: 0.031102 | val_loss: 0.0311533 | Time: 3111.01 ms [2022-02-16 17:48:06 main:574] : INFO : Epoch 1569 | loss: 0.0311039 | val_loss: 0.0311499 | Time: 3133.51 ms [2022-02-16 17:48:09 main:574] : INFO : Epoch 1570 | loss: 0.0311058 | val_loss: 0.0311466 | Time: 3136.83 ms [2022-02-16 17:48:12 main:574] : INFO : Epoch 1571 | loss: 0.0311042 | val_loss: 0.0311564 | Time: 3123.6 ms [2022-02-16 17:48:15 main:574] : INFO : Epoch 1572 | loss: 0.0311034 | val_loss: 0.0311499 | Time: 3112 ms [2022-02-16 17:48:18 main:574] : INFO : Epoch 1573 | loss: 0.0311032 | val_loss: 0.0311518 | Time: 3115.5 ms [2022-02-16 17:48:21 main:574] : INFO : Epoch 1574 | loss: 0.0311021 | val_loss: 0.0311567 | Time: 3129.56 ms [2022-02-16 17:48:24 main:574] : INFO : Epoch 1575 | loss: 0.0311024 | val_loss: 0.031152 | Time: 3138.39 ms [2022-02-16 17:48:27 main:574] : INFO : Epoch 1576 | loss: 0.0311014 | val_loss: 0.0311497 | Time: 3122.59 ms [2022-02-16 17:48:31 main:574] : INFO : Epoch 1577 | loss: 0.031108 | val_loss: 0.0311501 | Time: 3121.14 ms [2022-02-16 17:48:34 main:574] : INFO : Epoch 1578 | loss: 0.031114 | val_loss: 0.031154 | Time: 3126.71 ms [2022-02-16 17:48:37 main:574] : INFO : Epoch 1579 | loss: 0.0311124 | val_loss: 0.0311554 | Time: 3134.63 ms [2022-02-16 17:48:40 main:574] : INFO : Epoch 1580 | loss: 0.0311057 | val_loss: 0.0311439 | Time: 3121.74 ms [2022-02-16 17:48:43 main:574] : INFO : Epoch 1581 | loss: 0.0311062 | val_loss: 0.0311467 | Time: 3124.51 ms [2022-02-16 17:48:46 main:574] : INFO : Epoch 1582 | loss: 0.0311032 | val_loss: 0.0311466 | Time: 3131.61 ms [2022-02-16 17:48:49 main:574] : INFO : Epoch 1583 | loss: 0.0311204 | val_loss: 0.0311483 | Time: 3138.21 ms [2022-02-16 17:48:53 main:574] : INFO : Epoch 1584 | loss: 0.0311272 | val_loss: 0.0311538 | Time: 3123.54 ms [2022-02-16 17:48:56 main:574] : INFO : Epoch 1585 | loss: 0.0311237 | val_loss: 0.0311627 | Time: 3127.46 ms [2022-02-16 17:48:59 main:574] : INFO : Epoch 1586 | loss: 0.0311232 | val_loss: 0.0311546 | Time: 3110.41 ms [2022-02-16 17:49:02 main:574] : INFO : Epoch 1587 | loss: 0.0311162 | val_loss: 0.0311491 | Time: 3151.06 ms [2022-02-16 17:49:05 main:574] : INFO : Epoch 1588 | loss: 0.0311094 | val_loss: 0.0311483 | Time: 3118.95 ms [2022-02-16 17:49:08 main:574] : INFO : Epoch 1589 | loss: 0.0311107 | val_loss: 0.0311492 | Time: 3127.6 ms [2022-02-16 17:49:11 main:574] : INFO : Epoch 1590 | loss: 0.0311092 | val_loss: 0.0311484 | Time: 3143.77 ms [2022-02-16 17:49:14 main:574] : INFO : Epoch 1591 | loss: 0.031108 | val_loss: 0.0311476 | Time: 3127.58 ms [2022-02-16 17:49:18 main:574] : INFO : Epoch 1592 | loss: 0.0311067 | val_loss: 0.0311478 | Time: 3129.69 ms [2022-02-16 17:49:21 main:574] : INFO : Epoch 1593 | loss: 0.0311085 | val_loss: 0.03115 | Time: 3123.93 ms [2022-02-16 17:49:24 main:574] : INFO : Epoch 1594 | loss: 0.0311045 | val_loss: 0.0311487 | Time: 3125.1 ms [2022-02-16 17:49:27 main:574] : INFO : Epoch 1595 | loss: 0.0311044 | val_loss: 0.0311491 | Time: 3138.68 ms [2022-02-16 17:49:30 main:574] : INFO : Epoch 1596 | loss: 0.0311039 | val_loss: 0.0311477 | Time: 3135.18 ms [2022-02-16 17:49:33 main:574] : INFO : Epoch 1597 | loss: 0.0311017 | val_loss: 0.031146 | Time: 3149.46 ms [2022-02-16 17:49:36 main:574] : INFO : Epoch 1598 | loss: 0.0311023 | val_loss: 0.0311461 | Time: 3143.44 ms [2022-02-16 17:49:40 main:574] : INFO : Epoch 1599 | loss: 0.0311018 | val_loss: 0.0311478 | Time: 3126.01 ms [2022-02-16 17:49:43 main:574] : INFO : Epoch 1600 | loss: 0.0310996 | val_loss: 0.0311472 | Time: 3107.23 ms [2022-02-16 17:49:46 main:574] : INFO : Epoch 1601 | loss: 0.0311032 | val_loss: 0.0311496 | Time: 3130.76 ms [2022-02-16 17:49:49 main:574] : INFO : Epoch 1602 | loss: 0.0311038 | val_loss: 0.0311509 | Time: 3133.27 ms [2022-02-16 17:49:52 main:574] : INFO : Epoch 1603 | loss: 0.0311037 | val_loss: 0.0311531 | Time: 3117.14 ms [2022-02-16 17:49:55 main:574] : INFO : Epoch 1604 | loss: 0.0311028 | val_loss: 0.0311488 | Time: 3135.26 ms [2022-02-16 17:49:58 main:574] : INFO : Epoch 1605 | loss: 0.0311003 | val_loss: 0.0311512 | Time: 3120.52 ms [2022-02-16 17:50:02 main:574] : INFO : Epoch 1606 | loss: 0.03111 | val_loss: 0.0311497 | Time: 3139.46 ms [2022-02-16 17:50:05 main:574] : INFO : Epoch 1607 | loss: 0.0311173 | val_loss: 0.0311487 | Time: 3122.13 ms [2022-02-16 17:50:08 main:574] : INFO : Epoch 1608 | loss: 0.0311165 | val_loss: 0.0311482 | Time: 3111.27 ms [2022-02-16 17:50:11 main:574] : INFO : Epoch 1609 | loss: 0.0311187 | val_loss: 0.0311475 | Time: 3119.79 ms [2022-02-16 17:50:14 main:574] : INFO : Epoch 1610 | loss: 0.0311138 | val_loss: 0.031151 | Time: 3130.74 ms [2022-02-16 17:50:17 main:574] : INFO : Epoch 1611 | loss: 0.031108 | val_loss: 0.0311515 | Time: 3126.06 ms [2022-02-16 17:50:20 main:574] : INFO : Epoch 1612 | loss: 0.0311086 | val_loss: 0.0311549 | Time: 3125.57 ms [2022-02-16 17:50:23 main:574] : INFO : Epoch 1613 | loss: 0.0311085 | val_loss: 0.0311466 | Time: 3122.37 ms [2022-02-16 17:50:27 main:574] : INFO : Epoch 1614 | loss: 0.031106 | val_loss: 0.0311488 | Time: 3129.61 ms [2022-02-16 17:50:30 main:574] : INFO : Epoch 1615 | loss: 0.0311052 | val_loss: 0.0311596 | Time: 3122.6 ms [2022-02-16 17:50:33 main:574] : INFO : Epoch 1616 | loss: 0.0311043 | val_loss: 0.0311526 | Time: 3116.05 ms [2022-02-16 17:50:36 main:574] : INFO : Epoch 1617 | loss: 0.0311038 | val_loss: 0.031153 | Time: 3137.92 ms [2022-02-16 17:50:39 main:574] : INFO : Epoch 1618 | loss: 0.0311006 | val_loss: 0.0311491 | Time: 3131.37 ms [2022-02-16 17:50:42 main:574] : INFO : Epoch 1619 | loss: 0.0311004 | val_loss: 0.0311481 | Time: 3136.89 ms [2022-02-16 17:50:45 main:574] : INFO : Epoch 1620 | loss: 0.0310997 | val_loss: 0.031149 | Time: 3122.97 ms [2022-02-16 17:50:48 main:574] : INFO : Epoch 1621 | loss: 0.0311027 | val_loss: 0.0311479 | Time: 3099.23 ms [2022-02-16 17:50:52 main:574] : INFO : Epoch 1622 | loss: 0.031101 | val_loss: 0.0311476 | Time: 3112.28 ms [2022-02-16 17:50:55 main:574] : INFO : Epoch 1623 | loss: 0.0311031 | val_loss: 0.0311515 | Time: 3138.44 ms [2022-02-16 17:50:58 main:574] : INFO : Epoch 1624 | loss: 0.0311028 | val_loss: 0.0311511 | Time: 3136.83 ms [2022-02-16 17:51:01 main:574] : INFO : Epoch 1625 | loss: 0.0310995 | val_loss: 0.0311446 | Time: 3129.87 ms [2022-02-16 17:51:04 main:574] : INFO : Epoch 1626 | loss: 0.0311002 | val_loss: 0.0311524 | Time: 3130.21 ms [2022-02-16 17:51:07 main:574] : INFO : Epoch 1627 | loss: 0.0311007 | val_loss: 0.0311573 | Time: 3154.18 ms [2022-02-16 17:51:10 main:574] : INFO : Epoch 1628 | loss: 0.0310981 | val_loss: 0.0311603 | Time: 3123.56 ms [2022-02-16 17:51:14 main:574] : INFO : Epoch 1629 | loss: 0.0311023 | val_loss: 0.0311513 | Time: 3117.69 ms [2022-02-16 17:51:17 main:574] : INFO : Epoch 1630 | loss: 0.0311059 | val_loss: 0.0311558 | Time: 3116.08 ms [2022-02-16 17:51:20 main:574] : INFO : Epoch 1631 | loss: 0.0311001 | val_loss: 0.03115 | Time: 3141.63 ms [2022-02-16 17:51:23 main:574] : INFO : Epoch 1632 | loss: 0.0310982 | val_loss: 0.0311491 | Time: 3134.7 ms [2022-02-16 17:51:26 main:574] : INFO : Epoch 1633 | loss: 0.0310962 | val_loss: 0.0311504 | Time: 3111.77 ms [2022-02-16 17:51:29 main:574] : INFO : Epoch 1634 | loss: 0.0311001 | val_loss: 0.0311519 | Time: 3107.55 ms [2022-02-16 17:51:32 main:574] : INFO : Epoch 1635 | loss: 0.0311094 | val_loss: 0.0311753 | Time: 3131.44 ms [2022-02-16 17:51:35 main:574] : INFO : Epoch 1636 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 3114.97 ms [2022-02-16 17:51:39 main:574] : INFO : Epoch 1637 | loss: 0.0311516 | val_loss: 0.031164 | Time: 3117.26 ms [2022-02-16 17:51:42 main:574] : INFO : Epoch 1638 | loss: 0.0311498 | val_loss: 0.0311591 | Time: 3126.39 ms [2022-02-16 17:51:45 main:574] : INFO : Epoch 1639 | loss: 0.031144 | val_loss: 0.0311566 | Time: 3127.74 ms [2022-02-16 17:51:48 main:574] : INFO : Epoch 1640 | loss: 0.0311377 | val_loss: 0.031154 | Time: 3144.94 ms [2022-02-16 17:51:51 main:574] : INFO : Epoch 1641 | loss: 0.031132 | val_loss: 0.0311551 | Time: 3139.11 ms [2022-02-16 17:51:54 main:574] : INFO : Epoch 1642 | loss: 0.0311288 | val_loss: 0.0311563 | Time: 3124.39 ms [2022-02-16 17:51:57 main:574] : INFO : Epoch 1643 | loss: 0.0311264 | val_loss: 0.0311562 | Time: 3140.31 ms [2022-02-16 17:52:01 main:574] : INFO : Epoch 1644 | loss: 0.0311249 | val_loss: 0.0311543 | Time: 3140.91 ms [2022-02-16 17:52:04 main:574] : INFO : Epoch 1645 | loss: 0.0311213 | val_loss: 0.0311503 | Time: 3127.78 ms [2022-02-16 17:52:07 main:574] : INFO : Epoch 1646 | loss: 0.0311179 | val_loss: 0.0311474 | Time: 3142.41 ms [2022-02-16 17:52:10 main:574] : INFO : Epoch 1647 | loss: 0.0311163 | val_loss: 0.0311526 | Time: 3136.56 ms [2022-02-16 17:52:13 main:574] : INFO : Epoch 1648 | loss: 0.0311162 | val_loss: 0.0311496 | Time: 3117.46 ms [2022-02-16 17:52:16 main:574] : INFO : Epoch 1649 | loss: 0.0311168 | val_loss: 0.0311529 | Time: 3121.86 ms [2022-02-16 17:52:19 main:574] : INFO : Epoch 1650 | loss: 0.0311129 | val_loss: 0.0311597 | Time: 3131.96 ms [2022-02-16 17:52:22 main:574] : INFO : Epoch 1651 | loss: 0.0311151 | val_loss: 0.0311512 | Time: 3132.46 ms [2022-02-16 17:52:26 main:574] : INFO : Epoch 1652 | loss: 0.0311106 | val_loss: 0.0311509 | Time: 3136.47 ms [2022-02-16 17:52:29 main:574] : INFO : Epoch 1653 | loss: 0.0311096 | val_loss: 0.031151 | Time: 3137.45 ms [2022-02-16 17:52:32 main:574] : INFO : Epoch 1654 | loss: 0.0311091 | val_loss: 0.0311503 | Time: 3130.06 ms [2022-02-16 17:52:35 main:574] : INFO : Epoch 1655 | loss: 0.0311117 | val_loss: 0.0311519 | Time: 3135.89 ms [2022-02-16 17:52:38 main:574] : INFO : Epoch 1656 | loss: 0.0311182 | val_loss: 0.0311498 | Time: 3133.83 ms [2022-02-16 17:52:41 main:574] : INFO : Epoch 1657 | loss: 0.0311188 | val_loss: 0.0311499 | Time: 3112.48 ms [2022-02-16 17:52:44 main:574] : INFO : Epoch 1658 | loss: 0.0311172 | val_loss: 0.031152 | Time: 3123.01 ms [2022-02-16 17:52:48 main:574] : INFO : Epoch 1659 | loss: 0.0311155 | val_loss: 0.0311502 | Time: 3136.07 ms [2022-02-16 17:52:51 main:574] : INFO : Epoch 1660 | loss: 0.0311171 | val_loss: 0.0311511 | Time: 3138.89 ms [2022-02-16 17:52:54 main:574] : INFO : Epoch 1661 | loss: 0.031113 | val_loss: 0.0311534 | Time: 3122.58 ms [2022-02-16 17:52:57 main:574] : INFO : Epoch 1662 | loss: 0.0311159 | val_loss: 0.031146 | Time: 3124.35 ms [2022-02-16 17:53:00 main:574] : INFO : Epoch 1663 | loss: 0.0311145 | val_loss: 0.0311471 | Time: 3136.31 ms [2022-02-16 17:53:03 main:574] : INFO : Epoch 1664 | loss: 0.0311099 | val_loss: 0.0311501 | Time: 3120.81 ms [2022-02-16 17:53:06 main:574] : INFO : Epoch 1665 | loss: 0.0311076 | val_loss: 0.0311539 | Time: 3133.24 ms [2022-02-16 17:53:10 main:574] : INFO : Epoch 1666 | loss: 0.0311278 | val_loss: 0.0311486 | Time: 3134.3 ms [2022-02-16 17:53:13 main:574] : INFO : Epoch 1667 | loss: 0.0311315 | val_loss: 0.0311479 | Time: 3147.93 ms [2022-02-16 17:53:16 main:574] : INFO : Epoch 1668 | loss: 0.0311262 | val_loss: 0.0311481 | Time: 3119.63 ms [2022-02-16 17:53:19 main:574] : INFO : Epoch 1669 | loss: 0.031124 | val_loss: 0.0311478 | Time: 3131.49 ms [2022-02-16 17:53:22 main:574] : INFO : Epoch 1670 | loss: 0.0311209 | val_loss: 0.031146 | Time: 3107.52 ms [2022-02-16 17:53:25 main:574] : INFO : Epoch 1671 | loss: 0.0311196 | val_loss: 0.0311517 | Time: 3132.67 ms [2022-02-16 17:53:28 main:574] : INFO : Epoch 1672 | loss: 0.0311182 | val_loss: 0.0311575 | Time: 3120.33 ms [2022-02-16 17:53:31 main:574] : INFO : Epoch 1673 | loss: 0.0311163 | val_loss: 0.0311512 | Time: 3131.57 ms [2022-02-16 17:53:35 main:574] : INFO : Epoch 1674 | loss: 0.0311264 | val_loss: 0.0311468 | Time: 3129.79 ms [2022-02-16 17:53:38 main:574] : INFO : Epoch 1675 | loss: 0.0311168 | val_loss: 0.0311486 | Time: 3128.78 ms [2022-02-16 17:53:41 main:574] : INFO : Epoch 1676 | loss: 0.0311184 | val_loss: 0.0311557 | Time: 3119.47 ms [2022-02-16 17:53:44 main:574] : INFO : Epoch 1677 | loss: 0.0311178 | val_loss: 0.0311517 | Time: 3114.98 ms [2022-02-16 17:53:47 main:574] : INFO : Epoch 1678 | loss: 0.0311154 | val_loss: 0.0311549 | Time: 3122.63 ms [2022-02-16 17:53:50 main:574] : INFO : Epoch 1679 | loss: 0.031115 | val_loss: 0.0311503 | Time: 3133.75 ms [2022-02-16 17:53:53 main:574] : INFO : Epoch 1680 | loss: 0.0311115 | val_loss: 0.0311529 | Time: 3130.58 ms [2022-02-16 17:53:57 main:574] : INFO : Epoch 1681 | loss: 0.0311113 | val_loss: 0.031145 | Time: 3134.43 ms [2022-02-16 17:54:00 main:574] : INFO : Epoch 1682 | loss: 0.0311092 | val_loss: 0.0311455 | Time: 3129.86 ms [2022-02-16 17:54:03 main:574] : INFO : Epoch 1683 | loss: 0.0311084 | val_loss: 0.0311457 | Time: 3115.06 ms [2022-02-16 17:54:06 main:574] : INFO : Epoch 1684 | loss: 0.031108 | val_loss: 0.0311462 | Time: 3120.47 ms [2022-02-16 17:54:09 main:574] : INFO : Epoch 1685 | loss: 0.0311085 | val_loss: 0.0311494 | Time: 3126.46 ms [2022-02-16 17:54:12 main:574] : INFO : Epoch 1686 | loss: 0.0311092 | val_loss: 0.0311507 | Time: 3114.79 ms [2022-02-16 17:54:15 main:574] : INFO : Epoch 1687 | loss: 0.0311089 | val_loss: 0.0311531 | Time: 3139.75 ms [2022-02-16 17:54:18 main:574] : INFO : Epoch 1688 | loss: 0.0311106 | val_loss: 0.0311503 | Time: 3129.75 ms [2022-02-16 17:54:22 main:574] : INFO : Epoch 1689 | loss: 0.0311101 | val_loss: 0.0311457 | Time: 3129.28 ms [2022-02-16 17:54:25 main:574] : INFO : Epoch 1690 | loss: 0.031106 | val_loss: 0.0311465 | Time: 3112.66 ms [2022-02-16 17:54:28 main:574] : INFO : Epoch 1691 | loss: 0.0311062 | val_loss: 0.0311452 | Time: 3136.68 ms [2022-02-16 17:54:31 main:574] : INFO : Epoch 1692 | loss: 0.0311068 | val_loss: 0.031151 | Time: 3131.77 ms [2022-02-16 17:54:34 main:574] : INFO : Epoch 1693 | loss: 0.0311055 | val_loss: 0.0311506 | Time: 3137.08 ms [2022-02-16 17:54:37 main:574] : INFO : Epoch 1694 | loss: 0.0311076 | val_loss: 0.0311465 | Time: 3124.25 ms [2022-02-16 17:54:40 main:574] : INFO : Epoch 1695 | loss: 0.0311101 | val_loss: 0.0311475 | Time: 3134.4 ms [2022-02-16 17:54:44 main:574] : INFO : Epoch 1696 | loss: 0.0311164 | val_loss: 0.031148 | Time: 3142.2 ms [2022-02-16 17:54:47 main:574] : INFO : Epoch 1697 | loss: 0.0311135 | val_loss: 0.0311507 | Time: 3124.72 ms [2022-02-16 17:54:50 main:574] : INFO : Epoch 1698 | loss: 0.0311134 | val_loss: 0.0311461 | Time: 3117.39 ms [2022-02-16 17:54:53 main:574] : INFO : Epoch 1699 | loss: 0.0311093 | val_loss: 0.0311536 | Time: 3142.46 ms [2022-02-16 17:54:56 main:574] : INFO : Epoch 1700 | loss: 0.0311054 | val_loss: 0.0311487 | Time: 3127.5 ms [2022-02-16 17:54:59 main:574] : INFO : Epoch 1701 | loss: 0.0311056 | val_loss: 0.0311539 | Time: 3108.34 ms [2022-02-16 17:55:02 main:574] : INFO : Epoch 1702 | loss: 0.0311044 | val_loss: 0.0311478 | Time: 3137.77 ms [2022-02-16 17:55:06 main:574] : INFO : Epoch 1703 | loss: 0.0311066 | val_loss: 0.0311516 | Time: 3137.63 ms [2022-02-16 17:55:09 main:574] : INFO : Epoch 1704 | loss: 0.0311036 | val_loss: 0.0311559 | Time: 3148.95 ms [2022-02-16 17:55:12 main:574] : INFO : Epoch 1705 | loss: 0.0311041 | val_loss: 0.0311484 | Time: 3123.7 ms [2022-02-16 17:55:15 main:574] : INFO : Epoch 1706 | loss: 0.0311042 | val_loss: 0.0311527 | Time: 3121.92 ms [2022-02-16 17:55:18 main:574] : INFO : Epoch 1707 | loss: 0.0311027 | val_loss: 0.0311505 | Time: 3133.76 ms [2022-02-16 17:55:21 main:574] : INFO : Epoch 1708 | loss: 0.0311055 | val_loss: 0.0311511 | Time: 3146.8 ms [2022-02-16 17:55:24 main:574] : INFO : Epoch 1709 | loss: 0.0311068 | val_loss: 0.0311505 | Time: 3129.91 ms [2022-02-16 17:55:27 main:574] : INFO : Epoch 1710 | loss: 0.0311099 | val_loss: 0.0311545 | Time: 3124.19 ms [2022-02-16 17:55:31 main:574] : INFO : Epoch 1711 | loss: 0.0311074 | val_loss: 0.0311521 | Time: 3128.94 ms [2022-02-16 17:55:34 main:574] : INFO : Epoch 1712 | loss: 0.0311058 | val_loss: 0.0311552 | Time: 3126.31 ms [2022-02-16 17:55:37 main:574] : INFO : Epoch 1713 | loss: 0.031107 | val_loss: 0.0311551 | Time: 3127.02 ms [2022-02-16 17:55:40 main:574] : INFO : Epoch 1714 | loss: 0.0311055 | val_loss: 0.0311484 | Time: 3120.71 ms [2022-02-16 17:55:43 main:574] : INFO : Epoch 1715 | loss: 0.0311048 | val_loss: 0.031149 | Time: 3130.3 ms [2022-02-16 17:55:46 main:574] : INFO : Epoch 1716 | loss: 0.0311047 | val_loss: 0.0311482 | Time: 3131.84 ms [2022-02-16 17:55:49 main:574] : INFO : Epoch 1717 | loss: 0.0311053 | val_loss: 0.0311461 | Time: 3129.45 ms [2022-02-16 17:55:53 main:574] : INFO : Epoch 1718 | loss: 0.0311067 | val_loss: 0.0311444 | Time: 3125.92 ms [2022-02-16 17:55:56 main:574] : INFO : Epoch 1719 | loss: 0.0311054 | val_loss: 0.0311499 | Time: 3126.1 ms [2022-02-16 17:55:59 main:574] : INFO : Epoch 1720 | loss: 0.0311038 | val_loss: 0.0311521 | Time: 3133.6 ms [2022-02-16 17:56:02 main:574] : INFO : Epoch 1721 | loss: 0.0311032 | val_loss: 0.031153 | Time: 3141.85 ms [2022-02-16 17:56:05 main:574] : INFO : Epoch 1722 | loss: 0.0311125 | val_loss: 0.03115 | Time: 3119.54 ms [2022-02-16 17:56:08 main:574] : INFO : Epoch 1723 | loss: 0.0311083 | val_loss: 0.0311506 | Time: 3128.65 ms [2022-02-16 17:56:11 main:574] : INFO : Epoch 1724 | loss: 0.031108 | val_loss: 0.0311551 | Time: 3113.42 ms [2022-02-16 17:56:14 main:574] : INFO : Epoch 1725 | loss: 0.0311127 | val_loss: 0.0311464 | Time: 3125.27 ms [2022-02-16 17:56:18 main:574] : INFO : Epoch 1726 | loss: 0.031112 | val_loss: 0.0311456 | Time: 3117.34 ms [2022-02-16 17:56:21 main:574] : INFO : Epoch 1727 | loss: 0.0311122 | val_loss: 0.0311419 | Time: 3133.34 ms [2022-02-16 17:56:24 main:574] : INFO : Epoch 1728 | loss: 0.0311104 | val_loss: 0.0311447 | Time: 3126.24 ms [2022-02-16 17:56:27 main:574] : INFO : Epoch 1729 | loss: 0.0311128 | val_loss: 0.031149 | Time: 3135.46 ms [2022-02-16 17:56:30 main:574] : INFO : Epoch 1730 | loss: 0.0311125 | val_loss: 0.0311481 | Time: 3137.94 ms [2022-02-16 17:56:33 main:574] : INFO : Epoch 1731 | loss: 0.0311168 | val_loss: 0.0311542 | Time: 3133.41 ms [2022-02-16 17:56:36 main:574] : INFO : Epoch 1732 | loss: 0.0311194 | val_loss: 0.0311501 | Time: 3124.3 ms [2022-02-16 17:56:40 main:574] : INFO : Epoch 1733 | loss: 0.031116 | val_loss: 0.0311542 | Time: 3118.27 ms [2022-02-16 17:56:43 main:574] : INFO : Epoch 1734 | loss: 0.0311119 | val_loss: 0.0311463 | Time: 3115.56 ms [2022-02-16 17:56:46 main:574] : INFO : Epoch 1735 | loss: 0.0311098 | val_loss: 0.0311572 | Time: 3136.5 ms [2022-02-16 17:56:49 main:574] : INFO : Epoch 1736 | loss: 0.0311089 | val_loss: 0.031149 | Time: 3141.75 ms [2022-02-16 17:56:52 main:574] : INFO : Epoch 1737 | loss: 0.0311074 | val_loss: 0.0311543 | Time: 3119.43 ms [2022-02-16 17:56:55 main:574] : INFO : Epoch 1738 | loss: 0.0311078 | val_loss: 0.031154 | Time: 3159.14 ms [2022-02-16 17:56:58 main:574] : INFO : Epoch 1739 | loss: 0.0311054 | val_loss: 0.0311518 | Time: 3139.94 ms [2022-02-16 17:57:02 main:574] : INFO : Epoch 1740 | loss: 0.0311097 | val_loss: 0.0311532 | Time: 3124.31 ms [2022-02-16 17:57:05 main:574] : INFO : Epoch 1741 | loss: 0.0311085 | val_loss: 0.0311486 | Time: 3128.75 ms [2022-02-16 17:57:08 main:574] : INFO : Epoch 1742 | loss: 0.0311072 | val_loss: 0.0311514 | Time: 3111.13 ms [2022-02-16 17:57:11 main:574] : INFO : Epoch 1743 | loss: 0.0311121 | val_loss: 0.0311568 | Time: 3143.56 ms [2022-02-16 17:57:14 main:574] : INFO : Epoch 1744 | loss: 0.0311181 | val_loss: 0.031152 | Time: 3150.62 ms [2022-02-16 17:57:17 main:574] : INFO : Epoch 1745 | loss: 0.0311072 | val_loss: 0.0311457 | Time: 3122.92 ms [2022-02-16 17:57:20 main:574] : INFO : Epoch 1746 | loss: 0.031106 | val_loss: 0.0311495 | Time: 3106.49 ms [2022-02-16 17:57:23 main:574] : INFO : Epoch 1747 | loss: 0.0311042 | val_loss: 0.0311551 | Time: 3116.67 ms [2022-02-16 17:57:27 main:574] : INFO : Epoch 1748 | loss: 0.0311086 | val_loss: 0.031155 | Time: 3153.9 ms [2022-02-16 17:57:30 main:574] : INFO : Epoch 1749 | loss: 0.0311029 | val_loss: 0.031149 | Time: 3135.48 ms [2022-02-16 17:57:33 main:574] : INFO : Epoch 1750 | loss: 0.0311003 | val_loss: 0.0311484 | Time: 3125.99 ms [2022-02-16 17:57:36 main:574] : INFO : Epoch 1751 | loss: 0.0311024 | val_loss: 0.0311499 | Time: 3128.54 ms [2022-02-16 17:57:39 main:574] : INFO : Epoch 1752 | loss: 0.0311017 | val_loss: 0.0311503 | Time: 3158.43 ms [2022-02-16 17:57:42 main:574] : INFO : Epoch 1753 | loss: 0.0311017 | val_loss: 0.0311539 | Time: 3151.74 ms [2022-02-16 17:57:45 main:574] : INFO : Epoch 1754 | loss: 0.0311041 | val_loss: 0.031152 | Time: 3113.43 ms [2022-02-16 17:57:49 main:574] : INFO : Epoch 1755 | loss: 0.0311145 | val_loss: 0.0311469 | Time: 3119.58 ms [2022-02-16 17:57:52 main:574] : INFO : Epoch 1756 | loss: 0.0311258 | val_loss: 0.0311597 | Time: 3129.9 ms [2022-02-16 17:57:55 main:574] : INFO : Epoch 1757 | loss: 0.0311464 | val_loss: 0.0311731 | Time: 3145.2 ms [2022-02-16 17:57:58 main:574] : INFO : Epoch 1758 | loss: 0.0311607 | val_loss: 0.031157 | Time: 3134.08 ms [2022-02-16 17:58:01 main:574] : INFO : Epoch 1759 | loss: 0.0311541 | val_loss: 0.0311575 | Time: 3139.21 ms [2022-02-16 17:58:04 main:574] : INFO : Epoch 1760 | loss: 0.0311476 | val_loss: 0.0311496 | Time: 3111.27 ms [2022-02-16 17:58:07 main:574] : INFO : Epoch 1761 | loss: 0.0311418 | val_loss: 0.0311467 | Time: 3152.67 ms [2022-02-16 17:58:11 main:574] : INFO : Epoch 1762 | loss: 0.0311369 | val_loss: 0.0311484 | Time: 3133.33 ms [2022-02-16 17:58:14 main:574] : INFO : Epoch 1763 | loss: 0.0311357 | val_loss: 0.0311535 | Time: 3130.4 ms [2022-02-16 17:58:17 main:574] : INFO : Epoch 1764 | loss: 0.0311337 | val_loss: 0.0311507 | Time: 3124.15 ms [2022-02-16 17:58:20 main:574] : INFO : Epoch 1765 | loss: 0.0311299 | val_loss: 0.0311484 | Time: 3126.69 ms [2022-02-16 17:58:23 main:574] : INFO : Epoch 1766 | loss: 0.0311295 | val_loss: 0.0311487 | Time: 3135.12 ms [2022-02-16 17:58:26 main:574] : INFO : Epoch 1767 | loss: 0.0311282 | val_loss: 0.0311453 | Time: 3131.59 ms [2022-02-16 17:58:29 main:574] : INFO : Epoch 1768 | loss: 0.031126 | val_loss: 0.0311441 | Time: 3119.91 ms [2022-02-16 17:58:33 main:574] : INFO : Epoch 1769 | loss: 0.0311261 | val_loss: 0.0311457 | Time: 3121.6 ms [2022-02-16 17:58:36 main:574] : INFO : Epoch 1770 | loss: 0.0311246 | val_loss: 0.031146 | Time: 3128.17 ms [2022-02-16 17:58:39 main:574] : INFO : Epoch 1771 | loss: 0.0311251 | val_loss: 0.0311525 | Time: 3147.18 ms [2022-02-16 17:58:42 main:574] : INFO : Epoch 1772 | loss: 0.0311234 | val_loss: 0.0311469 | Time: 3126.8 ms [2022-02-16 17:58:45 main:574] : INFO : Epoch 1773 | loss: 0.031122 | val_loss: 0.0311446 | Time: 3124.7 ms [2022-02-16 17:58:48 main:574] : INFO : Epoch 1774 | loss: 0.0311219 | val_loss: 0.0311478 | Time: 3111.03 ms [2022-02-16 17:58:51 main:574] : INFO : Epoch 1775 | loss: 0.0311201 | val_loss: 0.0311446 | Time: 3133.96 ms [2022-02-16 17:58:54 main:574] : INFO : Epoch 1776 | loss: 0.0311205 | val_loss: 0.0311499 | Time: 3127.24 ms [2022-02-16 17:58:58 main:574] : INFO : Epoch 1777 | loss: 0.0311218 | val_loss: 0.0311473 | Time: 3123.22 ms [2022-02-16 17:59:01 main:574] : INFO : Epoch 1778 | loss: 0.0311222 | val_loss: 0.0311523 | Time: 3108.88 ms [2022-02-16 17:59:04 main:574] : INFO : Epoch 1779 | loss: 0.031122 | val_loss: 0.0311491 | Time: 3144.78 ms [2022-02-16 17:59:07 main:574] : INFO : Epoch 1780 | loss: 0.0311185 | val_loss: 0.0311512 | Time: 3139.02 ms [2022-02-16 17:59:10 main:574] : INFO : Epoch 1781 | loss: 0.0311198 | val_loss: 0.0311467 | Time: 3111.04 ms [2022-02-16 17:59:13 main:574] : INFO : Epoch 1782 | loss: 0.031117 | val_loss: 0.0311483 | Time: 3111.12 ms [2022-02-16 17:59:16 main:574] : INFO : Epoch 1783 | loss: 0.0311186 | val_loss: 0.0311482 | Time: 3126.07 ms [2022-02-16 17:59:20 main:574] : INFO : Epoch 1784 | loss: 0.0311162 | val_loss: 0.031145 | Time: 3142.3 ms [2022-02-16 17:59:23 main:574] : INFO : Epoch 1785 | loss: 0.0311157 | val_loss: 0.0311481 | Time: 3129.06 ms [2022-02-16 17:59:26 main:574] : INFO : Epoch 1786 | loss: 0.0311151 | val_loss: 0.0311553 | Time: 3117.54 ms [2022-02-16 17:59:29 main:574] : INFO : Epoch 1787 | loss: 0.03112 | val_loss: 0.0311498 | Time: 3121.71 ms [2022-02-16 17:59:32 main:574] : INFO : Epoch 1788 | loss: 0.0311244 | val_loss: 0.0311457 | Time: 3146.3 ms [2022-02-16 17:59:35 main:574] : INFO : Epoch 1789 | loss: 0.0311255 | val_loss: 0.0311471 | Time: 3133.7 ms [2022-02-16 17:59:38 main:574] : INFO : Epoch 1790 | loss: 0.0311296 | val_loss: 0.0311615 | Time: 3126.53 ms [2022-02-16 17:59:41 main:574] : INFO : Epoch 1791 | loss: 0.0311376 | val_loss: 0.0311526 | Time: 3113.22 ms [2022-02-16 17:59:45 main:574] : INFO : Epoch 1792 | loss: 0.0311334 | val_loss: 0.0311441 | Time: 3149.92 ms [2022-02-16 17:59:48 main:574] : INFO : Epoch 1793 | loss: 0.0311274 | val_loss: 0.0311455 | Time: 3134.07 ms [2022-02-16 17:59:51 main:574] : INFO : Epoch 1794 | loss: 0.031124 | val_loss: 0.0311484 | Time: 3132.44 ms [2022-02-16 17:59:54 main:574] : INFO : Epoch 1795 | loss: 0.031122 | val_loss: 0.0311442 | Time: 3120.25 ms [2022-02-16 17:59:57 main:574] : INFO : Epoch 1796 | loss: 0.0311208 | val_loss: 0.0311423 | Time: 3129.22 ms [2022-02-16 18:00:00 main:574] : INFO : Epoch 1797 | loss: 0.0311192 | val_loss: 0.031141 | Time: 3148.35 ms [2022-02-16 18:00:03 main:574] : INFO : Epoch 1798 | loss: 0.0311202 | val_loss: 0.0311456 | Time: 3125.77 ms [2022-02-16 18:00:07 main:574] : INFO : Epoch 1799 | loss: 0.0311183 | val_loss: 0.0311451 | Time: 3127.11 ms [2022-02-16 18:00:10 main:574] : INFO : Epoch 1800 | loss: 0.031118 | val_loss: 0.0311425 | Time: 3135.06 ms [2022-02-16 18:00:13 main:574] : INFO : Epoch 1801 | loss: 0.0311165 | val_loss: 0.0311439 | Time: 3136.66 ms [2022-02-16 18:00:16 main:574] : INFO : Epoch 1802 | loss: 0.031117 | val_loss: 0.0311468 | Time: 3130.17 ms [2022-02-16 18:00:19 main:574] : INFO : Epoch 1803 | loss: 0.0311154 | val_loss: 0.0311465 | Time: 3119.96 ms [2022-02-16 18:00:22 main:574] : INFO : Epoch 1804 | loss: 0.0311176 | val_loss: 0.0311442 | Time: 3113.55 ms [2022-02-16 18:00:25 main:574] : INFO : Epoch 1805 | loss: 0.031116 | val_loss: 0.0311411 | Time: 3139.69 ms [2022-02-16 18:00:29 main:574] : INFO : Epoch 1806 | loss: 0.0311154 | val_loss: 0.0311447 | Time: 3155.06 ms [2022-02-16 18:00:32 main:574] : INFO : Epoch 1807 | loss: 0.0311158 | val_loss: 0.0311416 | Time: 3138.06 ms [2022-02-16 18:00:35 main:574] : INFO : Epoch 1808 | loss: 0.0311173 | val_loss: 0.0311457 | Time: 3143.82 ms [2022-02-16 18:00:38 main:574] : INFO : Epoch 1809 | loss: 0.0311167 | val_loss: 0.0311422 | Time: 3148.13 ms [2022-02-16 18:00:41 main:574] : INFO : Epoch 1810 | loss: 0.0311171 | val_loss: 0.0311431 | Time: 3110.47 ms [2022-02-16 18:00:44 main:574] : INFO : Epoch 1811 | loss: 0.0311171 | val_loss: 0.0311388 | Time: 3119.3 ms [2022-02-16 18:00:47 main:574] : INFO : Epoch 1812 | loss: 0.0311187 | val_loss: 0.0311427 | Time: 3140.28 ms [2022-02-16 18:00:51 main:574] : INFO : Epoch 1813 | loss: 0.0311186 | val_loss: 0.0311402 | Time: 3125.2 ms [2022-02-16 18:00:54 main:574] : INFO : Epoch 1814 | loss: 0.0311153 | val_loss: 0.0311401 | Time: 3122.76 ms [2022-02-16 18:00:57 main:574] : INFO : Epoch 1815 | loss: 0.0311169 | val_loss: 0.0311398 | Time: 3140.75 ms [2022-02-16 18:01:00 main:574] : INFO : Epoch 1816 | loss: 0.0311144 | val_loss: 0.0311437 | Time: 3124.07 ms [2022-02-16 18:01:03 main:574] : INFO : Epoch 1817 | loss: 0.0311169 | val_loss: 0.0311415 | Time: 3128.15 ms [2022-02-16 18:01:06 main:574] : INFO : Epoch 1818 | loss: 0.0311144 | val_loss: 0.0311377 | Time: 3107.91 ms [2022-02-16 18:01:09 main:574] : INFO : Epoch 1819 | loss: 0.031117 | val_loss: 0.0311397 | Time: 3112.08 ms [2022-02-16 18:01:12 main:574] : INFO : Epoch 1820 | loss: 0.031115 | val_loss: 0.0311375 | Time: 3160.5 ms [2022-02-16 18:01:16 main:574] : INFO : Epoch 1821 | loss: 0.0311138 | val_loss: 0.0311455 | Time: 3124.25 ms [2022-02-16 18:01:19 main:574] : INFO : Epoch 1822 | loss: 0.0311143 | val_loss: 0.0311418 | Time: 3138.74 ms [2022-02-16 18:01:22 main:574] : INFO : Epoch 1823 | loss: 0.0311125 | val_loss: 0.031142 | Time: 3126.12 ms [2022-02-16 18:01:25 main:574] : INFO : Epoch 1824 | loss: 0.0311129 | val_loss: 0.0311408 | Time: 3135.45 ms [2022-02-16 18:01:28 main:574] : INFO : Epoch 1825 | loss: 0.0311116 | val_loss: 0.0311396 | Time: 3130.31 ms [2022-02-16 18:01:31 main:574] : INFO : Epoch 1826 | loss: 0.0311123 | val_loss: 0.0311439 | Time: 3133.78 ms [2022-02-16 18:01:34 main:574] : INFO : Epoch 1827 | loss: 0.0311127 | val_loss: 0.0311409 | Time: 3141.82 ms [2022-02-16 18:01:38 main:574] : INFO : Epoch 1828 | loss: 0.0311124 | val_loss: 0.0311416 | Time: 3136.84 ms [2022-02-16 18:01:41 main:574] : INFO : Epoch 1829 | loss: 0.0311155 | val_loss: 0.031149 | Time: 3139.67 ms [2022-02-16 18:01:44 main:574] : INFO : Epoch 1830 | loss: 0.0311144 | val_loss: 0.0311449 | Time: 3113.85 ms [2022-02-16 18:01:47 main:574] : INFO : Epoch 1831 | loss: 0.031112 | val_loss: 0.031146 | Time: 3115.16 ms [2022-02-16 18:01:50 main:574] : INFO : Epoch 1832 | loss: 0.0311123 | val_loss: 0.0311463 | Time: 3121.91 ms [2022-02-16 18:01:53 main:574] : INFO : Epoch 1833 | loss: 0.031112 | val_loss: 0.0311448 | Time: 3132.17 ms [2022-02-16 18:01:56 main:574] : INFO : Epoch 1834 | loss: 0.0311128 | val_loss: 0.0311518 | Time: 3120.96 ms [2022-02-16 18:02:00 main:574] : INFO : Epoch 1835 | loss: 0.0311207 | val_loss: 0.0311405 | Time: 3138.86 ms [2022-02-16 18:02:03 main:574] : INFO : Epoch 1836 | loss: 0.0311181 | val_loss: 0.0311449 | Time: 3131.9 ms [2022-02-16 18:02:06 main:574] : INFO : Epoch 1837 | loss: 0.0311204 | val_loss: 0.0311473 | Time: 3141.19 ms [2022-02-16 18:02:09 main:574] : INFO : Epoch 1838 | loss: 0.0311194 | val_loss: 0.0311392 | Time: 3132.87 ms [2022-02-16 18:02:12 main:574] : INFO : Epoch 1839 | loss: 0.0311152 | val_loss: 0.0311405 | Time: 3141.18 ms [2022-02-16 18:02:15 main:574] : INFO : Epoch 1840 | loss: 0.0311138 | val_loss: 0.0311479 | Time: 3111.2 ms [2022-02-16 18:02:18 main:574] : INFO : Epoch 1841 | loss: 0.0311122 | val_loss: 0.0311399 | Time: 3133.29 ms [2022-02-16 18:02:21 main:574] : INFO : Epoch 1842 | loss: 0.031111 | val_loss: 0.0311406 | Time: 3127.2 ms [2022-02-16 18:02:25 main:574] : INFO : Epoch 1843 | loss: 0.0311101 | val_loss: 0.0311418 | Time: 3119.91 ms [2022-02-16 18:02:28 main:574] : INFO : Epoch 1844 | loss: 0.0311144 | val_loss: 0.0311414 | Time: 3119.41 ms [2022-02-16 18:02:31 main:574] : INFO : Epoch 1845 | loss: 0.0311171 | val_loss: 0.0311449 | Time: 3124.13 ms [2022-02-16 18:02:34 main:574] : INFO : Epoch 1846 | loss: 0.0311148 | val_loss: 0.0311374 | Time: 3119.95 ms [2022-02-16 18:02:37 main:574] : INFO : Epoch 1847 | loss: 0.0311145 | val_loss: 0.0311396 | Time: 3133.5 ms [2022-02-16 18:02:40 main:574] : INFO : Epoch 1848 | loss: 0.031113 | val_loss: 0.03114 | Time: 3139.33 ms [2022-02-16 18:02:43 main:574] : INFO : Epoch 1849 | loss: 0.0311126 | val_loss: 0.031141 | Time: 3140.18 ms [2022-02-16 18:02:47 main:574] : INFO : Epoch 1850 | loss: 0.0311184 | val_loss: 0.0311409 | Time: 3136.03 ms [2022-02-16 18:02:50 main:574] : INFO : Epoch 1851 | loss: 0.0311223 | val_loss: 0.031144 | Time: 3123.59 ms [2022-02-16 18:02:53 main:574] : INFO : Epoch 1852 | loss: 0.0311194 | val_loss: 0.0311391 | Time: 3123.46 ms [2022-02-16 18:02:56 main:574] : INFO : Epoch 1853 | loss: 0.0311171 | val_loss: 0.0311381 | Time: 3141.36 ms [2022-02-16 18:02:59 main:574] : INFO : Epoch 1854 | loss: 0.0311157 | val_loss: 0.0311383 | Time: 3128.06 ms [2022-02-16 18:03:02 main:574] : INFO : Epoch 1855 | loss: 0.0311138 | val_loss: 0.0311427 | Time: 3123.22 ms [2022-02-16 18:03:05 main:574] : INFO : Epoch 1856 | loss: 0.0311129 | val_loss: 0.0311378 | Time: 3129.44 ms [2022-02-16 18:03:09 main:574] : INFO : Epoch 1857 | loss: 0.0311154 | val_loss: 0.0311374 | Time: 3140.01 ms [2022-02-16 18:03:12 main:574] : INFO : Epoch 1858 | loss: 0.0311121 | val_loss: 0.0311397 | Time: 3134.5 ms [2022-02-16 18:03:15 main:574] : INFO : Epoch 1859 | loss: 0.0311118 | val_loss: 0.0311384 | Time: 3120.2 ms [2022-02-16 18:03:18 main:574] : INFO : Epoch 1860 | loss: 0.0311102 | val_loss: 0.0311388 | Time: 3124.12 ms [2022-02-16 18:03:21 main:574] : INFO : Epoch 1861 | loss: 0.0311089 | val_loss: 0.0311437 | Time: 3128.04 ms [2022-02-16 18:03:24 main:574] : INFO : Epoch 1862 | loss: 0.0311102 | val_loss: 0.0311405 | Time: 3132.47 ms [2022-02-16 18:03:27 main:574] : INFO : Epoch 1863 | loss: 0.0311144 | val_loss: 0.0311396 | Time: 3138.23 ms [2022-02-16 18:03:30 main:574] : INFO : Epoch 1864 | loss: 0.0311126 | val_loss: 0.0311426 | Time: 3125.4 ms [2022-02-16 18:03:34 main:574] : INFO : Epoch 1865 | loss: 0.0311114 | val_loss: 0.0311417 | Time: 3127.4 ms [2022-02-16 18:03:37 main:574] : INFO : Epoch 1866 | loss: 0.0311119 | val_loss: 0.0311416 | Time: 3130.74 ms [2022-02-16 18:03:40 main:574] : INFO : Epoch 1867 | loss: 0.031111 | val_loss: 0.0311414 | Time: 3139.5 ms [2022-02-16 18:03:43 main:574] : INFO : Epoch 1868 | loss: 0.0311121 | val_loss: 0.0311428 | Time: 3142.03 ms [2022-02-16 18:03:46 main:574] : INFO : Epoch 1869 | loss: 0.0311109 | val_loss: 0.0311444 | Time: 3121.86 ms [2022-02-16 18:03:49 main:574] : INFO : Epoch 1870 | loss: 0.0311085 | val_loss: 0.0311418 | Time: 3133.76 ms [2022-02-16 18:03:52 main:574] : INFO : Epoch 1871 | loss: 0.0311098 | val_loss: 0.0311446 | Time: 3137.01 ms [2022-02-16 18:03:56 main:574] : INFO : Epoch 1872 | loss: 0.031111 | val_loss: 0.0311402 | Time: 3116.14 ms [2022-02-16 18:03:59 main:574] : INFO : Epoch 1873 | loss: 0.0311084 | val_loss: 0.0311407 | Time: 3120.23 ms [2022-02-16 18:04:02 main:574] : INFO : Epoch 1874 | loss: 0.0311092 | val_loss: 0.0311404 | Time: 3130 ms [2022-02-16 18:04:05 main:574] : INFO : Epoch 1875 | loss: 0.0311087 | val_loss: 0.0311433 | Time: 3122.81 ms [2022-02-16 18:04:08 main:574] : INFO : Epoch 1876 | loss: 0.0311105 | val_loss: 0.0311464 | Time: 3146.2 ms [2022-02-16 18:04:11 main:574] : INFO : Epoch 1877 | loss: 0.0311102 | val_loss: 0.0311453 | Time: 3145.99 ms [2022-02-16 18:04:14 main:574] : INFO : Epoch 1878 | loss: 0.0311076 | val_loss: 0.0311404 | Time: 3127.65 ms [2022-02-16 18:04:18 main:574] : INFO : Epoch 1879 | loss: 0.0311123 | val_loss: 0.0311443 | Time: 3130.35 ms [2022-02-16 18:04:21 main:574] : INFO : Epoch 1880 | loss: 0.0311127 | val_loss: 0.031144 | Time: 3134.15 ms [2022-02-16 18:04:24 main:574] : INFO : Epoch 1881 | loss: 0.0311124 | val_loss: 0.0311418 | Time: 3141.03 ms [2022-02-16 18:04:27 main:574] : INFO : Epoch 1882 | loss: 0.0311107 | val_loss: 0.0311418 | Time: 3110.35 ms [2022-02-16 18:04:30 main:574] : INFO : Epoch 1883 | loss: 0.0311095 | val_loss: 0.0311406 | Time: 3131.81 ms [2022-02-16 18:04:33 main:574] : INFO : Epoch 1884 | loss: 0.0311086 | val_loss: 0.0311437 | Time: 3132.79 ms [2022-02-16 18:04:36 main:574] : INFO : Epoch 1885 | loss: 0.0311081 | val_loss: 0.0311404 | Time: 3147 ms [2022-02-16 18:04:39 main:574] : INFO : Epoch 1886 | loss: 0.0311077 | val_loss: 0.0311433 | Time: 3127.01 ms [2022-02-16 18:04:43 main:574] : INFO : Epoch 1887 | loss: 0.0311106 | val_loss: 0.0311406 | Time: 3132.19 ms [2022-02-16 18:04:46 main:574] : INFO : Epoch 1888 | loss: 0.0311115 | val_loss: 0.0311451 | Time: 3111.24 ms [2022-02-16 18:04:49 main:574] : INFO : Epoch 1889 | loss: 0.0311107 | val_loss: 0.0311455 | Time: 3149.86 ms [2022-02-16 18:04:52 main:574] : INFO : Epoch 1890 | loss: 0.0311076 | val_loss: 0.0311424 | Time: 3137.36 ms [2022-02-16 18:04:55 main:574] : INFO : Epoch 1891 | loss: 0.0311059 | val_loss: 0.0311436 | Time: 3133.45 ms [2022-02-16 18:04:58 main:574] : INFO : Epoch 1892 | loss: 0.0311059 | val_loss: 0.0311416 | Time: 3138.49 ms [2022-02-16 18:05:01 main:574] : INFO : Epoch 1893 | loss: 0.0311046 | val_loss: 0.0311423 | Time: 3139.56 ms [2022-02-16 18:05:05 main:574] : INFO : Epoch 1894 | loss: 0.0311058 | val_loss: 0.0311487 | Time: 3130.16 ms [2022-02-16 18:05:08 main:574] : INFO : Epoch 1895 | loss: 0.0311109 | val_loss: 0.0311387 | Time: 3125.58 ms [2022-02-16 18:05:11 main:574] : INFO : Epoch 1896 | loss: 0.0311078 | val_loss: 0.0311501 | Time: 3134.74 ms [2022-02-16 18:05:14 main:574] : INFO : Epoch 1897 | loss: 0.0311116 | val_loss: 0.0311454 | Time: 3144.43 ms [2022-02-16 18:05:17 main:574] : INFO : Epoch 1898 | loss: 0.0311155 | val_loss: 0.0311465 | Time: 3137.69 ms [2022-02-16 18:05:20 main:574] : INFO : Epoch 1899 | loss: 0.0311193 | val_loss: 0.0311467 | Time: 3122.12 ms [2022-02-16 18:05:23 main:574] : INFO : Epoch 1900 | loss: 0.0311141 | val_loss: 0.0311439 | Time: 3117.87 ms [2022-02-16 18:05:27 main:574] : INFO : Epoch 1901 | loss: 0.0311153 | val_loss: 0.0311472 | Time: 3122.47 ms [2022-02-16 18:05:30 main:574] : INFO : Epoch 1902 | loss: 0.0311125 | val_loss: 0.0311435 | Time: 3131.35 ms [2022-02-16 18:05:33 main:574] : INFO : Epoch 1903 | loss: 0.0311128 | val_loss: 0.0311438 | Time: 3140.71 ms [2022-02-16 18:05:36 main:574] : INFO : Epoch 1904 | loss: 0.0311189 | val_loss: 0.0311467 | Time: 3116.63 ms [2022-02-16 18:05:39 main:574] : INFO : Epoch 1905 | loss: 0.031114 | val_loss: 0.0311482 | Time: 3118.68 ms [2022-02-16 18:05:42 main:574] : INFO : Epoch 1906 | loss: 0.0311138 | val_loss: 0.0311422 | Time: 3144.55 ms [2022-02-16 18:05:45 main:574] : INFO : Epoch 1907 | loss: 0.0311123 | val_loss: 0.0311417 | Time: 3132.63 ms [2022-02-16 18:05:48 main:574] : INFO : Epoch 1908 | loss: 0.0311117 | val_loss: 0.0311457 | Time: 3114.08 ms [2022-02-16 18:05:52 main:574] : INFO : Epoch 1909 | loss: 0.031114 | val_loss: 0.0311499 | Time: 3137.68 ms [2022-02-16 18:05:55 main:574] : INFO : Epoch 1910 | loss: 0.0311191 | val_loss: 0.0311437 | Time: 3105.95 ms [2022-02-16 18:05:58 main:574] : INFO : Epoch 1911 | loss: 0.0311189 | val_loss: 0.0311481 | Time: 3124.23 ms [2022-02-16 18:06:01 main:574] : INFO : Epoch 1912 | loss: 0.0311232 | val_loss: 0.0311419 | Time: 3126.57 ms [2022-02-16 18:06:04 main:574] : INFO : Epoch 1913 | loss: 0.031119 | val_loss: 0.0311435 | Time: 3148.07 ms [2022-02-16 18:06:07 main:574] : INFO : Epoch 1914 | loss: 0.0311193 | val_loss: 0.0311434 | Time: 3121.48 ms [2022-02-16 18:06:10 main:574] : INFO : Epoch 1915 | loss: 0.0311151 | val_loss: 0.0311435 | Time: 3132.67 ms [2022-02-16 18:06:14 main:574] : INFO : Epoch 1916 | loss: 0.0311133 | val_loss: 0.0311415 | Time: 3123.28 ms [2022-02-16 18:06:17 main:574] : INFO : Epoch 1917 | loss: 0.0311144 | val_loss: 0.031145 | Time: 3147.25 ms [2022-02-16 18:06:20 main:574] : INFO : Epoch 1918 | loss: 0.0311138 | val_loss: 0.0311482 | Time: 3128.97 ms [2022-02-16 18:06:23 main:574] : INFO : Epoch 1919 | loss: 0.0311096 | val_loss: 0.0311412 | Time: 3136.06 ms [2022-02-16 18:06:26 main:574] : INFO : Epoch 1920 | loss: 0.0311109 | val_loss: 0.0311507 | Time: 3125.53 ms [2022-02-16 18:06:29 main:574] : INFO : Epoch 1921 | loss: 0.0311129 | val_loss: 0.0311439 | Time: 3145.71 ms [2022-02-16 18:06:32 main:574] : INFO : Epoch 1922 | loss: 0.0311109 | val_loss: 0.0311464 | Time: 3115.27 ms [2022-02-16 18:06:36 main:574] : INFO : Epoch 1923 | loss: 0.0311103 | val_loss: 0.0311432 | Time: 3113.8 ms [2022-02-16 18:06:39 main:574] : INFO : Epoch 1924 | loss: 0.0311083 | val_loss: 0.0311411 | Time: 3119.07 ms [2022-02-16 18:06:42 main:574] : INFO : Epoch 1925 | loss: 0.0311073 | val_loss: 0.0311431 | Time: 3158 ms [2022-02-16 18:06:45 main:574] : INFO : Epoch 1926 | loss: 0.0311096 | val_loss: 0.0311456 | Time: 3123.91 ms [2022-02-16 18:06:48 main:574] : INFO : Epoch 1927 | loss: 0.0311116 | val_loss: 0.0311505 | Time: 3128.98 ms [2022-02-16 18:06:51 main:574] : INFO : Epoch 1928 | loss: 0.0311146 | val_loss: 0.0311488 | Time: 3125.61 ms [2022-02-16 18:06:54 main:574] : INFO : Epoch 1929 | loss: 0.0311136 | val_loss: 0.0311503 | Time: 3129.27 ms [2022-02-16 18:06:57 main:574] : INFO : Epoch 1930 | loss: 0.0311154 | val_loss: 0.0311479 | Time: 3127.75 ms [2022-02-16 18:07:01 main:574] : INFO : Epoch 1931 | loss: 0.0311109 | val_loss: 0.0311481 | Time: 3149.54 ms [2022-02-16 18:07:04 main:574] : INFO : Epoch 1932 | loss: 0.0311099 | val_loss: 0.0311465 | Time: 3127.24 ms [2022-02-16 18:07:07 main:574] : INFO : Epoch 1933 | loss: 0.03111 | val_loss: 0.0311505 | Time: 3129.65 ms [2022-02-16 18:07:10 main:574] : INFO : Epoch 1934 | loss: 0.031112 | val_loss: 0.0311504 | Time: 3126.52 ms [2022-02-16 18:07:13 main:574] : INFO : Epoch 1935 | loss: 0.0311257 | val_loss: 0.0311489 | Time: 3127.02 ms [2022-02-16 18:07:16 main:574] : INFO : Epoch 1936 | loss: 0.031121 | val_loss: 0.0311483 | Time: 3112.98 ms [2022-02-16 18:07:19 main:574] : INFO : Epoch 1937 | loss: 0.0311153 | val_loss: 0.0311488 | Time: 3130.48 ms [2022-02-16 18:07:23 main:574] : INFO : Epoch 1938 | loss: 0.0311148 | val_loss: 0.0311501 | Time: 3133.48 ms [2022-02-16 18:07:26 main:574] : INFO : Epoch 1939 | loss: 0.0311127 | val_loss: 0.0311454 | Time: 3130.49 ms [2022-02-16 18:07:29 main:574] : INFO : Epoch 1940 | loss: 0.0311132 | val_loss: 0.0311423 | Time: 3127.96 ms [2022-02-16 18:07:32 main:574] : INFO : Epoch 1941 | loss: 0.0311119 | val_loss: 0.0311473 | Time: 3122.38 ms [2022-02-16 18:07:35 main:574] : INFO : Epoch 1942 | loss: 0.0311109 | val_loss: 0.0311425 | Time: 3122.29 ms [2022-02-16 18:07:38 main:574] : INFO : Epoch 1943 | loss: 0.0311107 | val_loss: 0.0311418 | Time: 3127.88 ms [2022-02-16 18:07:41 main:574] : INFO : Epoch 1944 | loss: 0.0311165 | val_loss: 0.0311505 | Time: 3107.39 ms [2022-02-16 18:07:44 main:574] : INFO : Epoch 1945 | loss: 0.0311134 | val_loss: 0.0311473 | Time: 3122.02 ms [2022-02-16 18:07:48 main:574] : INFO : Epoch 1946 | loss: 0.0311134 | val_loss: 0.0311515 | Time: 3141.5 ms [2022-02-16 18:07:51 main:574] : INFO : Epoch 1947 | loss: 0.0311164 | val_loss: 0.0311441 | Time: 3141.98 ms [2022-02-16 18:07:54 main:574] : INFO : Epoch 1948 | loss: 0.0311128 | val_loss: 0.0311474 | Time: 3116.56 ms [2022-02-16 18:07:57 main:574] : INFO : Epoch 1949 | loss: 0.031115 | val_loss: 0.0311478 | Time: 3130.2 ms [2022-02-16 18:08:00 main:574] : INFO : Epoch 1950 | loss: 0.0311134 | val_loss: 0.0311371 | Time: 3120.71 ms [2022-02-16 18:08:03 main:574] : INFO : Epoch 1951 | loss: 0.0311095 | val_loss: 0.0311402 | Time: 3132.17 ms [2022-02-16 18:08:06 main:574] : INFO : Epoch 1952 | loss: 0.0311069 | val_loss: 0.0311406 | Time: 3125.87 ms [2022-02-16 18:08:10 main:574] : INFO : Epoch 1953 | loss: 0.0311057 | val_loss: 0.0311413 | Time: 3123.48 ms [2022-02-16 18:08:13 main:574] : INFO : Epoch 1954 | loss: 0.0311049 | val_loss: 0.0311415 | Time: 3120.31 ms [2022-02-16 18:08:16 main:574] : INFO : Epoch 1955 | loss: 0.031103 | val_loss: 0.0311499 | Time: 3137.18 ms [2022-02-16 18:08:19 main:574] : INFO : Epoch 1956 | loss: 0.0311044 | val_loss: 0.031147 | Time: 3127.49 ms [2022-02-16 18:08:22 main:574] : INFO : Epoch 1957 | loss: 0.0311026 | val_loss: 0.0311426 | Time: 3116.55 ms [2022-02-16 18:08:25 main:574] : INFO : Epoch 1958 | loss: 0.0311092 | val_loss: 0.0311438 | Time: 3126.44 ms [2022-02-16 18:08:28 main:574] : INFO : Epoch 1959 | loss: 0.0311157 | val_loss: 0.0311468 | Time: 3128.96 ms [2022-02-16 18:08:31 main:574] : INFO : Epoch 1960 | loss: 0.0311122 | val_loss: 0.031142 | Time: 3131.93 ms [2022-02-16 18:08:35 main:574] : INFO : Epoch 1961 | loss: 0.0311088 | val_loss: 0.0311399 | Time: 3133.13 ms [2022-02-16 18:08:38 main:574] : INFO : Epoch 1962 | loss: 0.0311065 | val_loss: 0.0311417 | Time: 3138.88 ms [2022-02-16 18:08:41 main:574] : INFO : Epoch 1963 | loss: 0.0311075 | val_loss: 0.0311392 | Time: 3134.38 ms [2022-02-16 18:08:44 main:574] : INFO : Epoch 1964 | loss: 0.0311136 | val_loss: 0.0311519 | Time: 3109.39 ms [2022-02-16 18:08:47 main:574] : INFO : Epoch 1965 | loss: 0.031112 | val_loss: 0.0311425 | Time: 3130.32 ms [2022-02-16 18:08:50 main:574] : INFO : Epoch 1966 | loss: 0.0311148 | val_loss: 0.0311412 | Time: 3109.57 ms [2022-02-16 18:08:53 main:574] : INFO : Epoch 1967 | loss: 0.0311103 | val_loss: 0.0311443 | Time: 3131.32 ms [2022-02-16 18:08:57 main:574] : INFO : Epoch 1968 | loss: 0.0311085 | val_loss: 0.0311471 | Time: 3137.23 ms [2022-02-16 18:09:00 main:574] : INFO : Epoch 1969 | loss: 0.031107 | val_loss: 0.0311477 | Time: 3135.84 ms [2022-02-16 18:09:03 main:574] : INFO : Epoch 1970 | loss: 0.0311057 | val_loss: 0.0311453 | Time: 3127.54 ms [2022-02-16 18:09:06 main:574] : INFO : Epoch 1971 | loss: 0.031106 | val_loss: 0.0311431 | Time: 3139.65 ms [2022-02-16 18:09:09 main:574] : INFO : Epoch 1972 | loss: 0.0311069 | val_loss: 0.0311431 | Time: 3132.68 ms [2022-02-16 18:09:12 main:574] : INFO : Epoch 1973 | loss: 0.0311058 | val_loss: 0.0311468 | Time: 3136.81 ms [2022-02-16 18:09:15 main:574] : INFO : Epoch 1974 | loss: 0.0311047 | val_loss: 0.0311434 | Time: 3129.32 ms [2022-02-16 18:09:19 main:574] : INFO : Epoch 1975 | loss: 0.0311096 | val_loss: 0.03115 | Time: 3137.51 ms [2022-02-16 18:09:22 main:574] : INFO : Epoch 1976 | loss: 0.0311144 | val_loss: 0.0311426 | Time: 3124.03 ms [2022-02-16 18:09:25 main:574] : INFO : Epoch 1977 | loss: 0.0311099 | val_loss: 0.031143 | Time: 3140.05 ms [2022-02-16 18:09:28 main:574] : INFO : Epoch 1978 | loss: 0.0311084 | val_loss: 0.031141 | Time: 3135.64 ms [2022-02-16 18:09:31 main:574] : INFO : Epoch 1979 | loss: 0.0311067 | val_loss: 0.0311511 | Time: 3132.63 ms [2022-02-16 18:09:34 main:574] : INFO : Epoch 1980 | loss: 0.0311083 | val_loss: 0.0311436 | Time: 3112.31 ms [2022-02-16 18:09:37 main:574] : INFO : Epoch 1981 | loss: 0.0311116 | val_loss: 0.0311492 | Time: 3138.34 ms [2022-02-16 18:09:41 main:574] : INFO : Epoch 1982 | loss: 0.0311104 | val_loss: 0.0311404 | Time: 3139.48 ms [2022-02-16 18:09:44 main:574] : INFO : Epoch 1983 | loss: 0.0311079 | val_loss: 0.0311457 | Time: 3140.49 ms [2022-02-16 18:09:47 main:574] : INFO : Epoch 1984 | loss: 0.0311113 | val_loss: 0.0311464 | Time: 3118.64 ms [2022-02-16 18:09:50 main:574] : INFO : Epoch 1985 | loss: 0.0311142 | val_loss: 0.0311462 | Time: 3119.31 ms [2022-02-16 18:09:53 main:574] : INFO : Epoch 1986 | loss: 0.0311191 | val_loss: 0.031144 | Time: 3120.65 ms [2022-02-16 18:09:56 main:574] : INFO : Epoch 1987 | loss: 0.0311242 | val_loss: 0.0311478 | Time: 3120.89 ms [2022-02-16 18:09:59 main:574] : INFO : Epoch 1988 | loss: 0.0311328 | val_loss: 0.0311475 | Time: 3118.05 ms [2022-02-16 18:10:02 main:574] : INFO : Epoch 1989 | loss: 0.0311428 | val_loss: 0.0311484 | Time: 3116.32 ms [2022-02-16 18:10:06 main:574] : INFO : Epoch 1990 | loss: 0.0311403 | val_loss: 0.0311459 | Time: 3147.88 ms [2022-02-16 18:10:09 main:574] : INFO : Epoch 1991 | loss: 0.031135 | val_loss: 0.0311475 | Time: 3131.2 ms [2022-02-16 18:10:12 main:574] : INFO : Epoch 1992 | loss: 0.0311332 | val_loss: 0.0311442 | Time: 3109.16 ms [2022-02-16 18:10:15 main:574] : INFO : Epoch 1993 | loss: 0.0311309 | val_loss: 0.0311383 | Time: 3118.43 ms [2022-02-16 18:10:18 main:574] : INFO : Epoch 1994 | loss: 0.0311272 | val_loss: 0.0311404 | Time: 3128.75 ms [2022-02-16 18:10:21 main:574] : INFO : Epoch 1995 | loss: 0.0311271 | val_loss: 0.0311408 | Time: 3126.6 ms [2022-02-16 18:10:24 main:574] : INFO : Epoch 1996 | loss: 0.0311236 | val_loss: 0.0311355 | Time: 3138.37 ms [2022-02-16 18:10:27 main:574] : INFO : Epoch 1997 | loss: 0.031123 | val_loss: 0.0311387 | Time: 3120.48 ms [2022-02-16 18:10:31 main:574] : INFO : Epoch 1998 | loss: 0.0311226 | val_loss: 0.0311398 | Time: 3131.48 ms [2022-02-16 18:10:34 main:574] : INFO : Epoch 1999 | loss: 0.0311206 | val_loss: 0.0311384 | Time: 3127.5 ms [2022-02-16 18:10:37 main:574] : INFO : Epoch 2000 | loss: 0.0311189 | val_loss: 0.0311415 | Time: 3122.73 ms [2022-02-16 18:10:40 main:574] : INFO : Epoch 2001 | loss: 0.0311185 | val_loss: 0.0311413 | Time: 3122.19 ms [2022-02-16 18:10:43 main:574] : INFO : Epoch 2002 | loss: 0.0311181 | val_loss: 0.0311398 | Time: 3128.21 ms [2022-02-16 18:10:46 main:574] : INFO : Epoch 2003 | loss: 0.0311188 | val_loss: 0.03114 | Time: 3144.17 ms [2022-02-16 18:10:49 main:574] : INFO : Epoch 2004 | loss: 0.0311172 | val_loss: 0.0311392 | Time: 3135.97 ms [2022-02-16 18:10:53 main:574] : INFO : Epoch 2005 | loss: 0.031118 | val_loss: 0.0311414 | Time: 3124.61 ms [2022-02-16 18:10:56 main:574] : INFO : Epoch 2006 | loss: 0.031118 | val_loss: 0.0311398 | Time: 3109.59 ms [2022-02-16 18:10:59 main:574] : INFO : Epoch 2007 | loss: 0.0311186 | val_loss: 0.0311391 | Time: 3145.47 ms [2022-02-16 18:11:02 main:574] : INFO : Epoch 2008 | loss: 0.0311178 | val_loss: 0.0311402 | Time: 3130.89 ms [2022-02-16 18:11:05 main:574] : INFO : Epoch 2009 | loss: 0.0311172 | val_loss: 0.0311491 | Time: 3127.92 ms [2022-02-16 18:11:08 main:574] : INFO : Epoch 2010 | loss: 0.031129 | val_loss: 0.0311501 | Time: 3137.42 ms [2022-02-16 18:11:11 main:574] : INFO : Epoch 2011 | loss: 0.0311266 | val_loss: 0.0311461 | Time: 3122.25 ms [2022-02-16 18:11:15 main:574] : INFO : Epoch 2012 | loss: 0.031121 | val_loss: 0.0311446 | Time: 3128.5 ms [2022-02-16 18:11:18 main:574] : INFO : Epoch 2013 | loss: 0.0311195 | val_loss: 0.0311431 | Time: 3108.07 ms [2022-02-16 18:11:21 main:574] : INFO : Epoch 2014 | loss: 0.0311155 | val_loss: 0.0311457 | Time: 3117.35 ms [2022-02-16 18:11:24 main:574] : INFO : Epoch 2015 | loss: 0.0311203 | val_loss: 0.031142 | Time: 3130.28 ms [2022-02-16 18:11:27 main:574] : INFO : Epoch 2016 | loss: 0.0311265 | val_loss: 0.0311418 | Time: 3136.32 ms [2022-02-16 18:11:30 main:574] : INFO : Epoch 2017 | loss: 0.0311245 | val_loss: 0.0311444 | Time: 3133.34 ms [2022-02-16 18:11:33 main:574] : INFO : Epoch 2018 | loss: 0.0311237 | val_loss: 0.0311467 | Time: 3144.36 ms [2022-02-16 18:11:36 main:574] : INFO : Epoch 2019 | loss: 0.0311184 | val_loss: 0.0311459 | Time: 3145.65 ms [2022-02-16 18:11:40 main:574] : INFO : Epoch 2020 | loss: 0.0311235 | val_loss: 0.0311453 | Time: 3101.76 ms [2022-02-16 18:11:43 main:574] : INFO : Epoch 2021 | loss: 0.0311252 | val_loss: 0.0311484 | Time: 3111.73 ms [2022-02-16 18:11:46 main:574] : INFO : Epoch 2022 | loss: 0.0311262 | val_loss: 0.0311538 | Time: 3137.06 ms [2022-02-16 18:11:49 main:574] : INFO : Epoch 2023 | loss: 0.0311252 | val_loss: 0.0311592 | Time: 3122.99 ms [2022-02-16 18:11:52 main:574] : INFO : Epoch 2024 | loss: 0.031155 | val_loss: 0.031171 | Time: 3146.26 ms [2022-02-16 18:11:55 main:574] : INFO : Epoch 2025 | loss: 0.0311719 | val_loss: 0.0311689 | Time: 3138.59 ms [2022-02-16 18:11:58 main:574] : INFO : Epoch 2026 | loss: 0.0311684 | val_loss: 0.031166 | Time: 3129.26 ms [2022-02-16 18:12:02 main:574] : INFO : Epoch 2027 | loss: 0.0311672 | val_loss: 0.0311647 | Time: 3137.75 ms [2022-02-16 18:12:05 main:574] : INFO : Epoch 2028 | loss: 0.0311617 | val_loss: 0.0311649 | Time: 3128.43 ms [2022-02-16 18:12:08 main:574] : INFO : Epoch 2029 | loss: 0.0311593 | val_loss: 0.0311624 | Time: 3112.79 ms [2022-02-16 18:12:11 main:574] : INFO : Epoch 2030 | loss: 0.031158 | val_loss: 0.0311626 | Time: 3148.13 ms [2022-02-16 18:12:14 main:574] : INFO : Epoch 2031 | loss: 0.0311562 | val_loss: 0.0311615 | Time: 3133.76 ms [2022-02-16 18:12:17 main:574] : INFO : Epoch 2032 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 3137 ms [2022-02-16 18:12:20 main:574] : INFO : Epoch 2033 | loss: 0.0311552 | val_loss: 0.031162 | Time: 3142.02 ms [2022-02-16 18:12:23 main:574] : INFO : Epoch 2034 | loss: 0.0311538 | val_loss: 0.0311619 | Time: 3121.11 ms [2022-02-16 18:12:27 main:574] : INFO : Epoch 2035 | loss: 0.0311529 | val_loss: 0.0311629 | Time: 3144.49 ms [2022-02-16 18:12:30 main:574] : INFO : Epoch 2036 | loss: 0.0311524 | val_loss: 0.031162 | Time: 3135.49 ms [2022-02-16 18:12:33 main:574] : INFO : Epoch 2037 | loss: 0.0311533 | val_loss: 0.0311617 | Time: 3127.58 ms [2022-02-16 18:12:36 main:574] : INFO : Epoch 2038 | loss: 0.0311525 | val_loss: 0.0311639 | Time: 3142.32 ms [2022-02-16 18:12:39 main:574] : INFO : Epoch 2039 | loss: 0.0311514 | val_loss: 0.0311627 | Time: 3126.15 ms [2022-02-16 18:12:42 main:574] : INFO : Epoch 2040 | loss: 0.0311501 | val_loss: 0.031163 | Time: 3122.09 ms [2022-02-16 18:12:45 main:574] : INFO : Epoch 2041 | loss: 0.0311494 | val_loss: 0.0311627 | Time: 3109.4 ms [2022-02-16 18:12:49 main:574] : INFO : Epoch 2042 | loss: 0.0311498 | val_loss: 0.0311619 | Time: 3129.12 ms [2022-02-16 18:12:52 main:574] : INFO : Epoch 2043 | loss: 0.0311485 | val_loss: 0.031161 | Time: 3126.15 ms [2022-02-16 18:12:55 main:574] : INFO : Epoch 2044 | loss: 0.0311466 | val_loss: 0.0311605 | Time: 3126.75 ms [2022-02-16 18:12:58 main:574] : INFO : Epoch 2045 | loss: 0.0311463 | val_loss: 0.0311609 | Time: 3138.49 ms [2022-02-16 18:13:01 main:574] : INFO : Epoch 2046 | loss: 0.0311454 | val_loss: 0.03116 | Time: 3144.64 ms [2022-02-16 18:13:04 main:574] : INFO : Epoch 2047 | loss: 0.0311458 | val_loss: 0.031159 | Time: 3124.51 ms [2022-02-16 18:13:07 main:574] : INFO : Epoch 2048 | loss: 0.0311453 | val_loss: 0.0311593 | Time: 3133.16 ms [2022-02-16 18:13:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311593 [2022-02-16 18:13:07 main:603] : INFO : Saving end state to config to file [2022-02-16 18:13:07 main:608] : INFO : Success, exiting.. 18:13:07 (2708): 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)