Task 13950438
| Name | ParityModified-1647042595-8729-3-0_0 |
| Workunit | 11025026 |
| Created | 28 Mar 2022, 18:03:30 UTC |
| Sent | 3 Apr 2022, 0:01:19 UTC |
| Report deadline | 11 Apr 2022, 0:01:19 UTC |
| Received | 10 Apr 2022, 10:00:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13970 |
| Run time | 2 days 9 hours 30 min 41 sec |
| CPU time | 20 hours 32 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 09 13:28:07 main:574] : INFO : Epoch 1541 | loss: 0.0312049 | val_loss: 0.0312066 | Time: 44180.3 ms [2022-04-09 13:28:51 main:574] : INFO : Epoch 1542 | loss: 0.0312063 | val_loss: 0.0312082 | Time: 44154.2 ms [2022-04-09 13:29:35 main:574] : INFO : Epoch 1543 | loss: 0.0312103 | val_loss: 0.03121 | Time: 44158.7 ms [2022-04-09 13:30:20 main:574] : INFO : Epoch 1544 | loss: 0.031208 | val_loss: 0.0312073 | Time: 44159 ms [2022-04-09 13:31:04 main:574] : INFO : Epoch 1545 | loss: 0.0312063 | val_loss: 0.0312084 | Time: 44223.6 ms [2022-04-09 13:31:48 main:574] : INFO : Epoch 1546 | loss: 0.0312087 | val_loss: 0.0312117 | Time: 44202.4 ms [2022-04-09 13:32:33 main:574] : INFO : Epoch 1547 | loss: 0.0312066 | val_loss: 0.03121 | Time: 44221.7 ms [2022-04-09 13:33:19 main:574] : INFO : Epoch 1548 | loss: 0.0312067 | val_loss: 0.0312074 | Time: 45707.7 ms [2022-04-09 13:34:03 main:574] : INFO : Epoch 1549 | loss: 0.0312065 | val_loss: 0.0312079 | Time: 44188.4 ms [2022-04-09 13:34:47 main:574] : INFO : Epoch 1550 | loss: 0.0312058 | val_loss: 0.0312062 | Time: 44109.7 ms [2022-04-09 13:35:32 main:574] : INFO : Epoch 1551 | loss: 0.0312058 | val_loss: 0.0312094 | Time: 44212.3 ms [2022-04-09 13:36:16 main:574] : INFO : Epoch 1552 | loss: 0.0312057 | val_loss: 0.0312078 | Time: 44166.1 ms [2022-04-09 13:37:00 main:574] : INFO : Epoch 1553 | loss: 0.0312059 | val_loss: 0.0312078 | Time: 44155.7 ms [2022-04-09 13:37:45 main:574] : INFO : Epoch 1554 | loss: 0.0312066 | val_loss: 0.0312093 | Time: 44108.3 ms [2022-04-09 13:38:29 main:574] : INFO : Epoch 1555 | loss: 0.0312068 | val_loss: 0.0312083 | Time: 44248.3 ms [2022-04-09 13:39:13 main:574] : INFO : Epoch 1556 | loss: 0.031208 | val_loss: 0.0312108 | Time: 44104.8 ms [2022-04-09 13:39:58 main:574] : INFO : Epoch 1557 | loss: 0.0312066 | val_loss: 0.0312133 | Time: 44124.9 ms [2022-04-09 13:40:42 main:574] : INFO : Epoch 1558 | loss: 0.0312065 | val_loss: 0.0312095 | Time: 44126 ms [2022-04-09 13:41:26 main:574] : INFO : Epoch 1559 | loss: 0.0312078 | val_loss: 0.0312117 | Time: 44232 ms [2022-04-09 13:42:11 main:574] : INFO : Epoch 1560 | loss: 0.0312064 | val_loss: 0.0312076 | Time: 44054.3 ms [2022-04-09 13:42:55 main:574] : INFO : Epoch 1561 | loss: 0.0312056 | val_loss: 0.0312075 | Time: 44173.1 ms [2022-04-09 13:43:39 main:574] : INFO : Epoch 1562 | loss: 0.031206 | val_loss: 0.0312072 | Time: 44152.6 ms [2022-04-09 13:44:24 main:574] : INFO : Epoch 1563 | loss: 0.0312074 | val_loss: 0.0312082 | Time: 44169.6 ms [2022-04-09 13:45:08 main:574] : INFO : Epoch 1564 | loss: 0.0312057 | val_loss: 0.0312068 | Time: 44141.5 ms [2022-04-09 13:45:52 main:574] : INFO : Epoch 1565 | loss: 0.0312055 | val_loss: 0.0312063 | Time: 44173.1 ms [2022-04-09 13:46:37 main:574] : INFO : Epoch 1566 | loss: 0.0312056 | val_loss: 0.0312072 | Time: 44137.7 ms [2022-04-09 13:47:21 main:574] : INFO : Epoch 1567 | loss: 0.0312057 | val_loss: 0.0312065 | Time: 44175.9 ms [2022-04-09 13:48:05 main:574] : INFO : Epoch 1568 | loss: 0.031206 | val_loss: 0.031211 | Time: 44147.4 ms [2022-04-09 13:48:50 main:574] : INFO : Epoch 1569 | loss: 0.0312076 | val_loss: 0.0312077 | Time: 44192.5 ms [2022-04-09 13:49:34 main:574] : INFO : Epoch 1570 | loss: 0.0312057 | val_loss: 0.0312055 | Time: 44122.7 ms [2022-04-09 13:50:18 main:574] : INFO : Epoch 1571 | loss: 0.0312047 | val_loss: 0.0312072 | Time: 44158.2 ms [2022-04-09 13:51:03 main:574] : INFO : Epoch 1572 | loss: 0.0312042 | val_loss: 0.0312057 | Time: 44085.7 ms [2022-04-09 13:51:47 main:574] : INFO : Epoch 1573 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 44215.5 ms [2022-04-09 13:52:31 main:574] : INFO : Epoch 1574 | loss: 0.0312062 | val_loss: 0.031206 | Time: 44076.4 ms [2022-04-09 13:53:16 main:574] : INFO : Epoch 1575 | loss: 0.0312054 | val_loss: 0.0312068 | Time: 44222.2 ms [2022-04-09 13:54:00 main:574] : INFO : Epoch 1576 | loss: 0.0312055 | val_loss: 0.0312062 | Time: 44080.6 ms [2022-04-09 13:54:44 main:574] : INFO : Epoch 1577 | loss: 0.0312086 | val_loss: 0.031211 | Time: 44230.5 ms [2022-04-09 13:55:28 main:574] : INFO : Epoch 1578 | loss: 0.0312094 | val_loss: 0.0312189 | Time: 44166.2 ms [2022-04-09 13:56:13 main:574] : INFO : Epoch 1579 | loss: 0.0312075 | val_loss: 0.0312103 | Time: 44225.1 ms [2022-04-09 13:56:57 main:574] : INFO : Epoch 1580 | loss: 0.0312064 | val_loss: 0.031208 | Time: 44165 ms [2022-04-09 13:57:41 main:574] : INFO : Epoch 1581 | loss: 0.0312067 | val_loss: 0.0312114 | Time: 44168 ms [2022-04-09 13:58:27 main:574] : INFO : Epoch 1582 | loss: 0.0312077 | val_loss: 0.0312109 | Time: 46013.7 ms [2022-04-09 13:59:12 main:574] : INFO : Epoch 1583 | loss: 0.0312095 | val_loss: 0.0312109 | Time: 44220.4 ms [2022-04-09 13:59:56 main:574] : INFO : Epoch 1584 | loss: 0.0312082 | val_loss: 0.0312064 | Time: 44249.6 ms [2022-04-09 14:00:42 main:574] : INFO : Epoch 1585 | loss: 0.0312067 | val_loss: 0.0312076 | Time: 46008 ms [2022-04-09 14:01:27 main:574] : INFO : Epoch 1586 | loss: 0.0312078 | val_loss: 0.03121 | Time: 44204.6 ms [2022-04-09 14:02:11 main:574] : INFO : Epoch 1587 | loss: 0.0312076 | val_loss: 0.0312065 | Time: 44206.9 ms [2022-04-09 14:02:55 main:574] : INFO : Epoch 1588 | loss: 0.0312058 | val_loss: 0.0312064 | Time: 44124.8 ms [2022-04-09 14:03:40 main:574] : INFO : Epoch 1589 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 44217.5 ms [2022-04-09 14:04:24 main:574] : INFO : Epoch 1590 | loss: 0.0312062 | val_loss: 0.0312089 | Time: 44105 ms [2022-04-09 14:05:08 main:574] : INFO : Epoch 1591 | loss: 0.0312082 | val_loss: 0.031211 | Time: 44188.3 ms [2022-04-09 14:05:53 main:574] : INFO : Epoch 1592 | loss: 0.0312058 | val_loss: 0.0312062 | Time: 44951.4 ms [2022-04-09 14:06:38 main:574] : INFO : Epoch 1593 | loss: 0.0312052 | val_loss: 0.0312069 | Time: 44183.2 ms [2022-04-09 14:07:22 main:574] : INFO : Epoch 1594 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 44133.5 ms [2022-04-09 14:08:06 main:574] : INFO : Epoch 1595 | loss: 0.0312047 | val_loss: 0.031206 | Time: 44133.4 ms [2022-04-09 14:08:50 main:574] : INFO : Epoch 1596 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 44141.1 ms [2022-04-09 14:09:35 main:574] : INFO : Epoch 1597 | loss: 0.0312046 | val_loss: 0.0312061 | Time: 44266.4 ms [2022-04-09 14:10:19 main:574] : INFO : Epoch 1598 | loss: 0.0312055 | val_loss: 0.0312087 | Time: 44143.5 ms [2022-04-09 14:11:03 main:574] : INFO : Epoch 1599 | loss: 0.0312058 | val_loss: 0.0312072 | Time: 44196.1 ms [2022-04-09 14:11:50 main:574] : INFO : Epoch 1600 | loss: 0.0312071 | val_loss: 0.0312058 | Time: 46376 ms [2022-04-09 14:12:34 main:574] : INFO : Epoch 1601 | loss: 0.0312046 | val_loss: 0.0312061 | Time: 44219.4 ms [2022-04-09 14:13:18 main:574] : INFO : Epoch 1602 | loss: 0.031205 | val_loss: 0.0312055 | Time: 44075.1 ms [2022-04-09 14:14:03 main:574] : INFO : Epoch 1603 | loss: 0.031205 | val_loss: 0.0312076 | Time: 44130.7 ms [2022-04-09 14:14:47 main:574] : INFO : Epoch 1604 | loss: 0.0312068 | val_loss: 0.0312076 | Time: 44138.3 ms [2022-04-09 14:15:31 main:574] : INFO : Epoch 1605 | loss: 0.0312045 | val_loss: 0.0312062 | Time: 44172.6 ms [2022-04-09 14:16:16 main:574] : INFO : Epoch 1606 | loss: 0.031205 | val_loss: 0.0312069 | Time: 44154 ms [2022-04-09 14:17:00 main:574] : INFO : Epoch 1607 | loss: 0.0312038 | val_loss: 0.0312063 | Time: 44164.1 ms [2022-04-09 14:17:44 main:574] : INFO : Epoch 1608 | loss: 0.0312065 | val_loss: 0.03121 | Time: 44153.1 ms [2022-04-09 14:18:29 main:574] : INFO : Epoch 1609 | loss: 0.0312064 | val_loss: 0.0312058 | Time: 44201.6 ms [2022-04-09 14:19:13 main:574] : INFO : Epoch 1610 | loss: 0.0312047 | val_loss: 0.0312061 | Time: 44121.8 ms [2022-04-09 14:19:57 main:574] : INFO : Epoch 1611 | loss: 0.0312058 | val_loss: 0.0312078 | Time: 44180.3 ms [2022-04-09 14:20:42 main:574] : INFO : Epoch 1612 | loss: 0.0312072 | val_loss: 0.0312103 | Time: 44158.2 ms [2022-04-09 14:21:26 main:574] : INFO : Epoch 1613 | loss: 0.0312058 | val_loss: 0.0312045 | Time: 44164.3 ms [2022-04-09 14:22:10 main:574] : INFO : Epoch 1614 | loss: 0.0312044 | val_loss: 0.0312051 | Time: 44130 ms [2022-04-09 14:22:55 main:574] : INFO : Epoch 1615 | loss: 0.0312041 | val_loss: 0.031206 | Time: 44200 ms [2022-04-09 14:23:39 main:574] : INFO : Epoch 1616 | loss: 0.0312041 | val_loss: 0.0312059 | Time: 44179.2 ms [2022-04-09 14:24:23 main:574] : INFO : Epoch 1617 | loss: 0.0312042 | val_loss: 0.0312053 | Time: 44151.8 ms [2022-04-09 14:25:08 main:574] : INFO : Epoch 1618 | loss: 0.0312055 | val_loss: 0.0312062 | Time: 44117.2 ms [2022-04-09 14:25:52 main:574] : INFO : Epoch 1619 | loss: 0.0312079 | val_loss: 0.031208 | Time: 44209.5 ms [2022-04-09 14:26:36 main:574] : INFO : Epoch 1620 | loss: 0.0312101 | val_loss: 0.0312169 | Time: 44141.1 ms [2022-04-09 14:27:23 main:574] : INFO : Epoch 1621 | loss: 0.0312114 | val_loss: 0.0312081 | Time: 46314.7 ms [2022-04-09 14:28:07 main:574] : INFO : Epoch 1622 | loss: 0.0312057 | val_loss: 0.0312055 | Time: 44132.7 ms [2022-04-09 14:28:51 main:574] : INFO : Epoch 1623 | loss: 0.031205 | val_loss: 0.031206 | Time: 44174.1 ms [2022-04-09 14:29:36 main:574] : INFO : Epoch 1624 | loss: 0.0312063 | val_loss: 0.0312082 | Time: 44128.9 ms [2022-04-09 14:30:20 main:574] : INFO : Epoch 1625 | loss: 0.0312041 | val_loss: 0.0312056 | Time: 44115.7 ms [2022-04-09 14:31:05 main:574] : INFO : Epoch 1626 | loss: 0.0312063 | val_loss: 0.031211 | Time: 44140.2 ms [2022-04-09 14:31:49 main:574] : INFO : Epoch 1627 | loss: 0.0312045 | val_loss: 0.0312111 | Time: 44161.3 ms [2022-04-09 14:32:33 main:574] : INFO : Epoch 1628 | loss: 0.0312044 | val_loss: 0.0312103 | Time: 44115.2 ms [2022-04-09 14:33:17 main:574] : INFO : Epoch 1629 | loss: 0.0312023 | val_loss: 0.0312057 | Time: 44162.1 ms [2022-04-09 14:34:08 main:574] : INFO : Epoch 1630 | loss: 0.0312023 | val_loss: 0.031205 | Time: 50289.9 ms [2022-04-09 14:34:52 main:574] : INFO : Epoch 1631 | loss: 0.0312028 | val_loss: 0.0312055 | Time: 44206.5 ms [2022-04-09 14:35:36 main:574] : INFO : Epoch 1632 | loss: 0.031205 | val_loss: 0.0312091 | Time: 44303.7 ms [2022-04-09 14:36:21 main:574] : INFO : Epoch 1633 | loss: 0.0312065 | val_loss: 0.0312083 | Time: 44165.2 ms [2022-04-09 14:37:05 main:574] : INFO : Epoch 1634 | loss: 0.0312079 | val_loss: 0.0312111 | Time: 44146.7 ms [2022-04-09 14:37:49 main:574] : INFO : Epoch 1635 | loss: 0.0312103 | val_loss: 0.0312096 | Time: 44192 ms [2022-04-09 14:38:34 main:574] : INFO : Epoch 1636 | loss: 0.0312074 | val_loss: 0.0312087 | Time: 44195.8 ms [2022-04-09 14:39:18 main:574] : INFO : Epoch 1637 | loss: 0.0312077 | val_loss: 0.0312107 | Time: 44184.2 ms [2022-04-09 14:40:04 main:574] : INFO : Epoch 1638 | loss: 0.0312079 | val_loss: 0.0312089 | Time: 45223.4 ms [2022-04-09 14:40:48 main:574] : INFO : Epoch 1639 | loss: 0.0312072 | val_loss: 0.0312077 | Time: 44181.1 ms [2022-04-09 14:41:32 main:574] : INFO : Epoch 1640 | loss: 0.0312056 | val_loss: 0.0312082 | Time: 44055.1 ms [2022-04-09 14:42:17 main:574] : INFO : Epoch 1641 | loss: 0.0312049 | val_loss: 0.0312074 | Time: 44248.8 ms [2022-04-09 14:43:01 main:574] : INFO : Epoch 1642 | loss: 0.0312055 | val_loss: 0.0312094 | Time: 44095 ms [2022-04-09 14:43:45 main:574] : INFO : Epoch 1643 | loss: 0.0312062 | val_loss: 0.0312073 | Time: 44197.6 ms [2022-04-09 14:44:30 main:574] : INFO : Epoch 1644 | loss: 0.0312044 | val_loss: 0.0312071 | Time: 44119 ms [2022-04-09 14:45:14 main:574] : INFO : Epoch 1645 | loss: 0.0312044 | val_loss: 0.0312067 | Time: 44161.4 ms [2022-04-09 14:45:58 main:574] : INFO : Epoch 1646 | loss: 0.0312046 | val_loss: 0.0312064 | Time: 44195.8 ms [2022-04-09 14:46:43 main:574] : INFO : Epoch 1647 | loss: 0.0312046 | val_loss: 0.0312077 | Time: 44195.5 ms [2022-04-09 14:47:27 main:574] : INFO : Epoch 1648 | loss: 0.0312043 | val_loss: 0.0312062 | Time: 44198.1 ms [2022-04-09 14:48:11 main:574] : INFO : Epoch 1649 | loss: 0.0312053 | val_loss: 0.0312112 | Time: 44215.3 ms [2022-04-09 14:48:56 main:574] : INFO : Epoch 1650 | loss: 0.031205 | val_loss: 0.0312057 | Time: 44130.2 ms [2022-04-09 14:49:40 main:574] : INFO : Epoch 1651 | loss: 0.0312049 | val_loss: 0.0312089 | Time: 44224.9 ms [2022-04-09 14:50:24 main:574] : INFO : Epoch 1652 | loss: 0.0312052 | val_loss: 0.0312061 | Time: 44184.5 ms [2022-04-09 14:51:09 main:574] : INFO : Epoch 1653 | loss: 0.0312041 | val_loss: 0.0312057 | Time: 44148 ms [2022-04-09 14:51:53 main:574] : INFO : Epoch 1654 | loss: 0.0312048 | val_loss: 0.031207 | Time: 44149.9 ms [2022-04-09 14:52:38 main:574] : INFO : Epoch 1655 | loss: 0.0312056 | val_loss: 0.0312092 | Time: 44180.2 ms [2022-04-09 14:53:22 main:574] : INFO : Epoch 1656 | loss: 0.0312077 | val_loss: 0.0312073 | Time: 44150.5 ms [2022-04-09 14:54:06 main:574] : INFO : Epoch 1657 | loss: 0.0312051 | val_loss: 0.0312087 | Time: 44175.6 ms [2022-04-09 14:54:50 main:574] : INFO : Epoch 1658 | loss: 0.0312059 | val_loss: 0.0312056 | Time: 44157.9 ms [2022-04-09 14:55:35 main:574] : INFO : Epoch 1659 | loss: 0.0312056 | val_loss: 0.0312055 | Time: 44218.2 ms [2022-04-09 14:56:19 main:574] : INFO : Epoch 1660 | loss: 0.0312048 | val_loss: 0.0312069 | Time: 44103.9 ms [2022-04-09 14:57:03 main:574] : INFO : Epoch 1661 | loss: 0.0312041 | val_loss: 0.0312052 | Time: 44195.7 ms [2022-04-09 14:57:53 main:574] : INFO : Epoch 1662 | loss: 0.0312074 | val_loss: 0.0312058 | Time: 49417.5 ms [2022-04-09 14:58:37 main:574] : INFO : Epoch 1663 | loss: 0.0312052 | val_loss: 0.031212 | Time: 44137.5 ms [2022-04-09 14:59:21 main:574] : INFO : Epoch 1664 | loss: 0.0312089 | val_loss: 0.0312124 | Time: 44124.8 ms [2022-04-09 15:00:06 main:574] : INFO : Epoch 1665 | loss: 0.0312074 | val_loss: 0.0312103 | Time: 44253.5 ms [2022-04-09 15:00:53 main:574] : INFO : Epoch 1666 | loss: 0.0312065 | val_loss: 0.0312047 | Time: 46795.7 ms [2022-04-09 15:01:37 main:574] : INFO : Epoch 1667 | loss: 0.0312041 | val_loss: 0.0312052 | Time: 44227.5 ms [2022-04-09 15:02:21 main:574] : INFO : Epoch 1668 | loss: 0.0312042 | val_loss: 0.031206 | Time: 44124 ms [2022-04-09 15:03:05 main:574] : INFO : Epoch 1669 | loss: 0.031204 | val_loss: 0.0312047 | Time: 44197.3 ms [2022-04-09 15:03:50 main:574] : INFO : Epoch 1670 | loss: 0.0312049 | val_loss: 0.0312062 | Time: 44164.3 ms [2022-04-09 15:04:34 main:574] : INFO : Epoch 1671 | loss: 0.0312043 | val_loss: 0.0312048 | Time: 44182.7 ms [2022-04-09 15:05:18 main:574] : INFO : Epoch 1672 | loss: 0.0312047 | val_loss: 0.0312046 | Time: 44151.5 ms [2022-04-09 15:06:04 main:574] : INFO : Epoch 1673 | loss: 0.0312059 | val_loss: 0.0312048 | Time: 45533.9 ms [2022-04-09 15:06:48 main:574] : INFO : Epoch 1674 | loss: 0.0312033 | val_loss: 0.0312105 | Time: 44140.5 ms [2022-04-09 15:07:32 main:574] : INFO : Epoch 1675 | loss: 0.0312041 | val_loss: 0.0312055 | Time: 44140.8 ms [2022-04-09 15:08:17 main:574] : INFO : Epoch 1676 | loss: 0.031205 | val_loss: 0.0312044 | Time: 44143 ms [2022-04-09 15:09:03 main:574] : INFO : Epoch 1677 | loss: 0.0312057 | val_loss: 0.0312031 | Time: 46840.5 ms [2022-04-09 15:09:48 main:574] : INFO : Epoch 1678 | loss: 0.0312032 | val_loss: 0.0312025 | Time: 44121 ms [2022-04-09 15:10:32 main:574] : INFO : Epoch 1679 | loss: 0.031203 | val_loss: 0.0312054 | Time: 44192.8 ms [2022-04-09 15:11:16 main:574] : INFO : Epoch 1680 | loss: 0.0312079 | val_loss: 0.0312084 | Time: 44151.2 ms [2022-04-09 15:12:04 main:574] : INFO : Epoch 1681 | loss: 0.031206 | val_loss: 0.0312045 | Time: 47204.7 ms [2022-04-09 15:12:48 main:574] : INFO : Epoch 1682 | loss: 0.0312026 | val_loss: 0.0312038 | Time: 44130.1 ms [2022-04-09 15:13:32 main:574] : INFO : Epoch 1683 | loss: 0.0312033 | val_loss: 0.0312036 | Time: 44216.6 ms [2022-04-09 15:14:16 main:574] : INFO : Epoch 1684 | loss: 0.0312029 | val_loss: 0.0312055 | Time: 44159.4 ms [2022-04-09 15:15:01 main:574] : INFO : Epoch 1685 | loss: 0.031202 | val_loss: 0.0312052 | Time: 44162.2 ms [2022-04-09 15:15:45 main:574] : INFO : Epoch 1686 | loss: 0.0312024 | val_loss: 0.0312082 | Time: 44155.5 ms [2022-04-09 15:16:30 main:574] : INFO : Epoch 1687 | loss: 0.0312025 | val_loss: 0.0312038 | Time: 44594.3 ms [2022-04-09 15:17:14 main:574] : INFO : Epoch 1688 | loss: 0.0312019 | val_loss: 0.0312044 | Time: 44172.4 ms [2022-04-09 15:17:58 main:574] : INFO : Epoch 1689 | loss: 0.0312025 | val_loss: 0.031204 | Time: 44200.5 ms [2022-04-09 15:18:43 main:574] : INFO : Epoch 1690 | loss: 0.0312027 | val_loss: 0.0312103 | Time: 44127.7 ms [2022-04-09 15:19:28 main:574] : INFO : Epoch 1691 | loss: 0.031202 | val_loss: 0.0312051 | Time: 45331.1 ms [2022-04-09 15:20:13 main:574] : INFO : Epoch 1692 | loss: 0.0312016 | val_loss: 0.0312048 | Time: 44085.4 ms [2022-04-09 15:20:57 main:574] : INFO : Epoch 1693 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 44156.6 ms [2022-04-09 15:21:41 main:574] : INFO : Epoch 1694 | loss: 0.0312023 | val_loss: 0.0312044 | Time: 44136.6 ms [2022-04-09 15:22:25 main:574] : INFO : Epoch 1695 | loss: 0.0312039 | val_loss: 0.0312069 | Time: 44167.4 ms [2022-04-09 15:23:09 main:574] : INFO : Epoch 1696 | loss: 0.0312029 | val_loss: 0.0312049 | Time: 44167.1 ms [2022-04-09 15:23:54 main:574] : INFO : Epoch 1697 | loss: 0.0312033 | val_loss: 0.0312044 | Time: 44215.2 ms [2022-04-09 15:24:38 main:574] : INFO : Epoch 1698 | loss: 0.0312026 | val_loss: 0.0312079 | Time: 44171.8 ms [2022-04-09 15:25:22 main:574] : INFO : Epoch 1699 | loss: 0.0312034 | val_loss: 0.031206 | Time: 44200.7 ms [2022-04-09 15:26:07 main:574] : INFO : Epoch 1700 | loss: 0.0312021 | val_loss: 0.0312058 | Time: 44159.7 ms [2022-04-09 15:26:51 main:574] : INFO : Epoch 1701 | loss: 0.0312026 | val_loss: 0.0312049 | Time: 44168.2 ms [2022-04-09 15:27:35 main:574] : INFO : Epoch 1702 | loss: 0.0312031 | val_loss: 0.0312063 | Time: 44145.9 ms [2022-04-09 15:28:19 main:574] : INFO : Epoch 1703 | loss: 0.0312042 | val_loss: 0.0312119 | Time: 44190.2 ms [2022-04-09 15:29:06 main:574] : INFO : Epoch 1704 | loss: 0.0312031 | val_loss: 0.0312051 | Time: 46214.2 ms [2022-04-09 15:29:50 main:574] : INFO : Epoch 1705 | loss: 0.0312034 | val_loss: 0.0312036 | Time: 44150.9 ms [2022-04-09 15:30:34 main:574] : INFO : Epoch 1706 | loss: 0.0312041 | val_loss: 0.031209 | Time: 44137.4 ms [2022-04-09 15:31:18 main:574] : INFO : Epoch 1707 | loss: 0.0312066 | val_loss: 0.0312152 | Time: 44182.2 ms [2022-04-09 15:32:03 main:574] : INFO : Epoch 1708 | loss: 0.0312076 | val_loss: 0.0312072 | Time: 44131.6 ms [2022-04-09 15:32:47 main:574] : INFO : Epoch 1709 | loss: 0.0312035 | val_loss: 0.0312064 | Time: 44177 ms [2022-04-09 15:33:31 main:574] : INFO : Epoch 1710 | loss: 0.031204 | val_loss: 0.0312046 | Time: 44166.8 ms [2022-04-09 15:34:21 main:574] : INFO : Epoch 1711 | loss: 0.0312034 | val_loss: 0.0312044 | Time: 49635.5 ms [2022-04-09 15:35:05 main:574] : INFO : Epoch 1712 | loss: 0.0312039 | val_loss: 0.0312087 | Time: 44167.8 ms [2022-04-09 15:35:49 main:574] : INFO : Epoch 1713 | loss: 0.0312047 | val_loss: 0.0312051 | Time: 44192.7 ms [2022-04-09 15:36:34 main:574] : INFO : Epoch 1714 | loss: 0.0312042 | val_loss: 0.0312087 | Time: 44288.3 ms [2022-04-09 15:37:18 main:574] : INFO : Epoch 1715 | loss: 0.0312043 | val_loss: 0.031208 | Time: 44165.9 ms [2022-04-09 15:38:02 main:574] : INFO : Epoch 1716 | loss: 0.031205 | val_loss: 0.0312052 | Time: 44166.1 ms [2022-04-09 15:38:47 main:574] : INFO : Epoch 1717 | loss: 0.031202 | val_loss: 0.0312061 | Time: 44211.5 ms [2022-04-09 15:39:31 main:574] : INFO : Epoch 1718 | loss: 0.0312037 | val_loss: 0.0312067 | Time: 44150.4 ms [2022-04-09 15:40:15 main:574] : INFO : Epoch 1719 | loss: 0.0312033 | val_loss: 0.0312047 | Time: 44188.4 ms [2022-04-09 15:40:59 main:574] : INFO : Epoch 1720 | loss: 0.0312027 | val_loss: 0.0312038 | Time: 44179.8 ms [2022-04-09 15:41:44 main:574] : INFO : Epoch 1721 | loss: 0.0312024 | val_loss: 0.0312033 | Time: 44115.2 ms [2022-04-09 15:42:28 main:574] : INFO : Epoch 1722 | loss: 0.031202 | val_loss: 0.0312033 | Time: 44169.5 ms [2022-04-09 15:43:12 main:574] : INFO : Epoch 1723 | loss: 0.0312016 | val_loss: 0.031204 | Time: 44190.9 ms [2022-04-09 15:43:57 main:574] : INFO : Epoch 1724 | loss: 0.0312016 | val_loss: 0.031204 | Time: 44157.8 ms [2022-04-09 15:44:41 main:574] : INFO : Epoch 1725 | loss: 0.0312039 | val_loss: 0.0312134 | Time: 44188 ms [2022-04-09 15:45:25 main:574] : INFO : Epoch 1726 | loss: 0.0312035 | val_loss: 0.0312033 | Time: 44107.9 ms [2022-04-09 15:46:10 main:574] : INFO : Epoch 1727 | loss: 0.0312022 | val_loss: 0.0312109 | Time: 45140 ms [2022-04-09 15:46:55 main:574] : INFO : Epoch 1728 | loss: 0.0312043 | val_loss: 0.0312072 | Time: 44174 ms [2022-04-09 15:47:39 main:574] : INFO : Epoch 1729 | loss: 0.0312011 | val_loss: 0.0312039 | Time: 44155.8 ms [2022-04-09 15:48:23 main:574] : INFO : Epoch 1730 | loss: 0.0312021 | val_loss: 0.0312041 | Time: 44125.4 ms [2022-04-09 15:49:07 main:574] : INFO : Epoch 1731 | loss: 0.0312007 | val_loss: 0.0312053 | Time: 44172.4 ms [2022-04-09 15:49:52 main:574] : INFO : Epoch 1732 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 44103.1 ms [2022-04-09 15:50:36 main:574] : INFO : Epoch 1733 | loss: 0.0312014 | val_loss: 0.0312044 | Time: 44180.5 ms [2022-04-09 15:51:20 main:574] : INFO : Epoch 1734 | loss: 0.0312004 | val_loss: 0.0312032 | Time: 44108.2 ms [2022-04-09 15:52:05 main:574] : INFO : Epoch 1735 | loss: 0.0312012 | val_loss: 0.0312103 | Time: 44207.2 ms [2022-04-09 15:52:49 main:574] : INFO : Epoch 1736 | loss: 0.0312023 | val_loss: 0.0312047 | Time: 44158.6 ms [2022-04-09 15:53:33 main:574] : INFO : Epoch 1737 | loss: 0.031202 | val_loss: 0.0312065 | Time: 44208.4 ms [2022-04-09 15:54:18 main:574] : INFO : Epoch 1738 | loss: 0.0312028 | val_loss: 0.0312048 | Time: 44182.8 ms [2022-04-09 15:55:02 main:574] : INFO : Epoch 1739 | loss: 0.0312017 | val_loss: 0.0312042 | Time: 44183.2 ms [2022-04-09 15:55:46 main:574] : INFO : Epoch 1740 | loss: 0.0312024 | val_loss: 0.0312063 | Time: 44103.7 ms [2022-04-09 15:56:31 main:574] : INFO : Epoch 1741 | loss: 0.0312023 | val_loss: 0.0312039 | Time: 44281.2 ms [2022-04-09 15:57:15 main:574] : INFO : Epoch 1742 | loss: 0.0312027 | val_loss: 0.0312071 | Time: 44192.9 ms [2022-04-09 15:58:00 main:574] : INFO : Epoch 1743 | loss: 0.0312055 | val_loss: 0.0312094 | Time: 45330.8 ms [2022-04-09 15:58:45 main:574] : INFO : Epoch 1744 | loss: 0.0312066 | val_loss: 0.0312085 | Time: 44166 ms [2022-04-09 15:59:29 main:574] : INFO : Epoch 1745 | loss: 0.0312062 | val_loss: 0.0312069 | Time: 44233.2 ms [2022-04-09 16:00:17 main:574] : INFO : Epoch 1746 | loss: 0.0312081 | val_loss: 0.0312081 | Time: 47628.1 ms [2022-04-09 16:01:05 main:574] : INFO : Epoch 1747 | loss: 0.0312054 | val_loss: 0.0312073 | Time: 47594 ms [2022-04-09 16:01:49 main:574] : INFO : Epoch 1748 | loss: 0.0312058 | val_loss: 0.031208 | Time: 44122.8 ms [2022-04-09 16:02:33 main:574] : INFO : Epoch 1749 | loss: 0.0312058 | val_loss: 0.031209 | Time: 44080.3 ms [2022-04-09 16:03:17 main:574] : INFO : Epoch 1750 | loss: 0.0312067 | val_loss: 0.0312119 | Time: 44101 ms [2022-04-09 16:04:02 main:574] : INFO : Epoch 1751 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 44167.8 ms [2022-04-09 16:04:46 main:574] : INFO : Epoch 1752 | loss: 0.0312057 | val_loss: 0.0312103 | Time: 44222.2 ms [2022-04-09 16:05:30 main:574] : INFO : Epoch 1753 | loss: 0.0312058 | val_loss: 0.0312073 | Time: 44204 ms [2022-04-09 16:06:16 main:574] : INFO : Epoch 1754 | loss: 0.0312043 | val_loss: 0.0312079 | Time: 45047 ms [2022-04-09 16:07:00 main:574] : INFO : Epoch 1755 | loss: 0.0312051 | val_loss: 0.031208 | Time: 44220.5 ms [2022-04-09 16:07:44 main:574] : INFO : Epoch 1756 | loss: 0.0312047 | val_loss: 0.0312065 | Time: 44127.7 ms [2022-04-09 16:08:28 main:574] : INFO : Epoch 1757 | loss: 0.0312054 | val_loss: 0.0312126 | Time: 44190.4 ms [2022-04-09 16:09:13 main:574] : INFO : Epoch 1758 | loss: 0.0312083 | val_loss: 0.0312107 | Time: 44147.4 ms [2022-04-09 16:09:57 main:574] : INFO : Epoch 1759 | loss: 0.0312119 | val_loss: 0.0312182 | Time: 44208.4 ms [2022-04-09 16:10:41 main:574] : INFO : Epoch 1760 | loss: 0.0312199 | val_loss: 0.0312241 | Time: 44262.9 ms [2022-04-09 16:11:25 main:574] : INFO : Epoch 1761 | loss: 0.0312233 | val_loss: 0.0312277 | Time: 44139.6 ms [2022-04-09 16:12:12 main:574] : INFO : Epoch 1762 | loss: 0.0312268 | val_loss: 0.0312255 | Time: 46574.6 ms [2022-04-09 16:12:57 main:574] : INFO : Epoch 1763 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 44164.5 ms [2022-04-09 16:13:41 main:574] : INFO : Epoch 1764 | loss: 0.031221 | val_loss: 0.0312203 | Time: 44109.7 ms [2022-04-09 16:14:25 main:574] : INFO : Epoch 1765 | loss: 0.031221 | val_loss: 0.0312201 | Time: 44207.9 ms [2022-04-09 16:15:09 main:574] : INFO : Epoch 1766 | loss: 0.0312216 | val_loss: 0.0312218 | Time: 44148.1 ms [2022-04-09 16:15:54 main:574] : INFO : Epoch 1767 | loss: 0.0312189 | val_loss: 0.0312179 | Time: 44210.6 ms [2022-04-09 16:16:38 main:574] : INFO : Epoch 1768 | loss: 0.0312187 | val_loss: 0.0312187 | Time: 44140.5 ms [2022-04-09 16:17:22 main:574] : INFO : Epoch 1769 | loss: 0.031218 | val_loss: 0.0312194 | Time: 44139.1 ms [2022-04-09 16:18:07 main:574] : INFO : Epoch 1770 | loss: 0.0312187 | val_loss: 0.0312176 | Time: 44236.8 ms [2022-04-09 16:18:51 main:574] : INFO : Epoch 1771 | loss: 0.0312189 | val_loss: 0.0312188 | Time: 44170 ms [2022-04-09 16:19:35 main:574] : INFO : Epoch 1772 | loss: 0.0312172 | val_loss: 0.0312168 | Time: 44140.2 ms [2022-04-09 16:20:19 main:574] : INFO : Epoch 1773 | loss: 0.0312168 | val_loss: 0.0312173 | Time: 44197.2 ms [2022-04-09 16:21:04 main:574] : INFO : Epoch 1774 | loss: 0.0312171 | val_loss: 0.0312193 | Time: 44207.6 ms [2022-04-09 16:21:48 main:574] : INFO : Epoch 1775 | loss: 0.0312196 | val_loss: 0.0312186 | Time: 44155.6 ms [2022-04-09 16:22:32 main:574] : INFO : Epoch 1776 | loss: 0.0312186 | val_loss: 0.0312163 | Time: 44131.2 ms [2022-04-09 16:23:18 main:574] : INFO : Epoch 1777 | loss: 0.0312158 | val_loss: 0.0312158 | Time: 45277.7 ms [2022-04-09 16:24:02 main:574] : INFO : Epoch 1778 | loss: 0.0312157 | val_loss: 0.0312167 | Time: 44178.7 ms [2022-04-09 16:24:47 main:574] : INFO : Epoch 1779 | loss: 0.031218 | val_loss: 0.0312174 | Time: 44153.7 ms [2022-04-09 16:25:31 main:574] : INFO : Epoch 1780 | loss: 0.0312171 | val_loss: 0.0312166 | Time: 44167.7 ms [2022-04-09 16:26:15 main:574] : INFO : Epoch 1781 | loss: 0.0312181 | val_loss: 0.0312189 | Time: 44348.4 ms [2022-04-09 16:27:00 main:574] : INFO : Epoch 1782 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 44155.7 ms [2022-04-09 16:27:44 main:574] : INFO : Epoch 1783 | loss: 0.0312214 | val_loss: 0.0312186 | Time: 44173.7 ms [2022-04-09 16:28:28 main:574] : INFO : Epoch 1784 | loss: 0.0312197 | val_loss: 0.0312177 | Time: 44128.7 ms [2022-04-09 16:29:13 main:574] : INFO : Epoch 1785 | loss: 0.031218 | val_loss: 0.0312182 | Time: 44217.5 ms [2022-04-09 16:29:57 main:574] : INFO : Epoch 1786 | loss: 0.0312167 | val_loss: 0.031216 | Time: 44184.7 ms [2022-04-09 16:30:45 main:574] : INFO : Epoch 1787 | loss: 0.0312158 | val_loss: 0.031215 | Time: 47779.4 ms [2022-04-09 16:31:29 main:574] : INFO : Epoch 1788 | loss: 0.0312173 | val_loss: 0.0312162 | Time: 44133.2 ms [2022-04-09 16:32:13 main:574] : INFO : Epoch 1789 | loss: 0.0312194 | val_loss: 0.031218 | Time: 44154.8 ms [2022-04-09 16:32:58 main:574] : INFO : Epoch 1790 | loss: 0.0312186 | val_loss: 0.0312173 | Time: 44139.8 ms [2022-04-09 16:33:42 main:574] : INFO : Epoch 1791 | loss: 0.031217 | val_loss: 0.031219 | Time: 44234.6 ms [2022-04-09 16:34:29 main:574] : INFO : Epoch 1792 | loss: 0.0312184 | val_loss: 0.0312182 | Time: 46718.5 ms [2022-04-09 16:35:16 main:574] : INFO : Epoch 1793 | loss: 0.0312191 | val_loss: 0.0312188 | Time: 47136.5 ms [2022-04-09 16:36:00 main:574] : INFO : Epoch 1794 | loss: 0.0312204 | val_loss: 0.0312174 | Time: 44138.2 ms [2022-04-09 16:36:44 main:574] : INFO : Epoch 1795 | loss: 0.0312211 | val_loss: 0.0312235 | Time: 44177.6 ms [2022-04-09 16:37:29 main:574] : INFO : Epoch 1796 | loss: 0.0312212 | val_loss: 0.0312203 | Time: 44154.5 ms [2022-04-09 16:38:13 main:574] : INFO : Epoch 1797 | loss: 0.0312206 | val_loss: 0.0312222 | Time: 44229.2 ms [2022-04-09 16:38:57 main:574] : INFO : Epoch 1798 | loss: 0.031223 | val_loss: 0.0312201 | Time: 44148.3 ms [2022-04-09 16:39:42 main:574] : INFO : Epoch 1799 | loss: 0.0312229 | val_loss: 0.0312211 | Time: 44162.9 ms [2022-04-09 16:40:26 main:574] : INFO : Epoch 1800 | loss: 0.0312231 | val_loss: 0.0312179 | Time: 44079.8 ms [2022-04-09 16:41:10 main:574] : INFO : Epoch 1801 | loss: 0.0312218 | val_loss: 0.0312187 | Time: 44156.5 ms [2022-04-09 16:41:55 main:574] : INFO : Epoch 1802 | loss: 0.0312222 | val_loss: 0.0312169 | Time: 44178.9 ms [2022-04-09 16:42:39 main:574] : INFO : Epoch 1803 | loss: 0.0312209 | val_loss: 0.0312178 | Time: 44164.2 ms [2022-04-09 16:43:23 main:574] : INFO : Epoch 1804 | loss: 0.03122 | val_loss: 0.0312174 | Time: 44199 ms [2022-04-09 16:44:08 main:574] : INFO : Epoch 1805 | loss: 0.0312205 | val_loss: 0.0312203 | Time: 44240.8 ms [2022-04-09 16:44:52 main:574] : INFO : Epoch 1806 | loss: 0.0312194 | val_loss: 0.0312174 | Time: 44170.4 ms [2022-04-09 16:45:37 main:574] : INFO : Epoch 1807 | loss: 0.0312185 | val_loss: 0.0312165 | Time: 44168.4 ms [2022-04-09 16:46:21 main:574] : INFO : Epoch 1808 | loss: 0.0312177 | val_loss: 0.0312154 | Time: 44088.9 ms [2022-04-09 16:47:05 main:574] : INFO : Epoch 1809 | loss: 0.0312188 | val_loss: 0.0312175 | Time: 44180.1 ms [2022-04-09 16:47:49 main:574] : INFO : Epoch 1810 | loss: 0.0312183 | val_loss: 0.0312197 | Time: 44119.9 ms [2022-04-09 16:48:34 main:574] : INFO : Epoch 1811 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 44183.2 ms [2022-04-09 16:49:18 main:574] : INFO : Epoch 1812 | loss: 0.0312209 | val_loss: 0.0312207 | Time: 44162.8 ms [2022-04-09 16:50:02 main:574] : INFO : Epoch 1813 | loss: 0.0312191 | val_loss: 0.0312184 | Time: 44205.9 ms [2022-04-09 16:50:46 main:574] : INFO : Epoch 1814 | loss: 0.031219 | val_loss: 0.0312172 | Time: 44127.2 ms [2022-04-09 16:51:31 main:574] : INFO : Epoch 1815 | loss: 0.0312184 | val_loss: 0.0312198 | Time: 44195.3 ms [2022-04-09 16:52:15 main:574] : INFO : Epoch 1816 | loss: 0.0312232 | val_loss: 0.0312256 | Time: 44091 ms [2022-04-09 16:52:59 main:574] : INFO : Epoch 1817 | loss: 0.0312261 | val_loss: 0.0312259 | Time: 44202.9 ms [2022-04-09 16:53:43 main:574] : INFO : Epoch 1818 | loss: 0.0312232 | val_loss: 0.0312224 | Time: 44125 ms [2022-04-09 16:54:28 main:574] : INFO : Epoch 1819 | loss: 0.0312208 | val_loss: 0.0312225 | Time: 44212.3 ms [2022-04-09 16:55:12 main:574] : INFO : Epoch 1820 | loss: 0.031221 | val_loss: 0.0312213 | Time: 44150.7 ms [2022-04-09 16:55:56 main:574] : INFO : Epoch 1821 | loss: 0.0312201 | val_loss: 0.0312218 | Time: 44338.3 ms [2022-04-09 16:56:40 main:574] : INFO : Epoch 1822 | loss: 0.0312216 | val_loss: 0.031222 | Time: 44179.4 ms [2022-04-09 16:57:25 main:574] : INFO : Epoch 1823 | loss: 0.0312192 | val_loss: 0.0312204 | Time: 44219.9 ms [2022-04-09 16:58:10 main:574] : INFO : Epoch 1824 | loss: 0.0312206 | val_loss: 0.031222 | Time: 45230.7 ms [2022-04-09 16:58:55 main:574] : INFO : Epoch 1825 | loss: 0.0312189 | val_loss: 0.0312188 | Time: 44231.2 ms [2022-04-09 16:59:39 main:574] : INFO : Epoch 1826 | loss: 0.0312213 | val_loss: 0.0312196 | Time: 44129.3 ms [2022-04-09 17:00:23 main:574] : INFO : Epoch 1827 | loss: 0.0312228 | val_loss: 0.0312266 | Time: 44197.7 ms [2022-04-09 17:01:11 main:574] : INFO : Epoch 1828 | loss: 0.0312258 | val_loss: 0.0312187 | Time: 47352.3 ms [2022-04-09 17:01:57 main:574] : INFO : Epoch 1829 | loss: 0.0312191 | val_loss: 0.0312179 | Time: 46462.3 ms [2022-04-09 17:02:42 main:574] : INFO : Epoch 1830 | loss: 0.0312186 | val_loss: 0.0312202 | Time: 44213.3 ms [2022-04-09 17:03:26 main:574] : INFO : Epoch 1831 | loss: 0.0312202 | val_loss: 0.0312225 | Time: 44166 ms [2022-04-09 17:04:15 main:574] : INFO : Epoch 1832 | loss: 0.0312215 | val_loss: 0.0312202 | Time: 47073.7 ms [2022-04-09 17:05:01 main:574] : INFO : Epoch 1833 | loss: 0.031222 | val_loss: 0.0312235 | Time: 44919.4 ms [2022-04-09 17:05:49 main:574] : INFO : Epoch 1834 | loss: 0.0312211 | val_loss: 0.0312303 | Time: 47131.3 ms [2022-04-09 17:06:41 main:574] : INFO : Epoch 1835 | loss: 0.0312315 | val_loss: 0.0312326 | Time: 45774.1 ms [2022-04-09 17:07:26 main:574] : INFO : Epoch 1836 | loss: 0.0312306 | val_loss: 0.031231 | Time: 44295.4 ms [2022-04-09 17:08:15 main:574] : INFO : Epoch 1837 | loss: 0.0312286 | val_loss: 0.0312295 | Time: 49402 ms [2022-04-09 17:09:00 main:574] : INFO : Epoch 1838 | loss: 0.0312278 | val_loss: 0.0312279 | Time: 44090 ms [2022-04-09 17:09:44 main:574] : INFO : Epoch 1839 | loss: 0.0312267 | val_loss: 0.0312279 | Time: 44246 ms [2022-04-09 17:10:29 main:574] : INFO : Epoch 1840 | loss: 0.0312272 | val_loss: 0.0312286 | Time: 44189.5 ms [2022-04-09 17:11:13 main:574] : INFO : Epoch 1841 | loss: 0.0312339 | val_loss: 0.0312841 | Time: 44163.6 ms [2022-04-09 17:11:57 main:574] : INFO : Epoch 1842 | loss: 0.037392 | val_loss: 0.0328697 | Time: 44161 ms [2022-04-09 17:12:45 main:574] : INFO : Epoch 1843 | loss: 0.0342079 | val_loss: 0.0315542 | Time: 47997 ms [2022-04-09 17:13:30 main:574] : INFO : Epoch 1844 | loss: 0.031497 | val_loss: 0.0313011 | Time: 44153.3 ms [2022-04-09 17:14:14 main:574] : INFO : Epoch 1845 | loss: 0.0312963 | val_loss: 0.0312672 | Time: 44134.5 ms [2022-04-09 17:14:58 main:574] : INFO : Epoch 1846 | loss: 0.0312612 | val_loss: 0.031254 | Time: 44179 ms [2022-04-09 17:15:43 main:574] : INFO : Epoch 1847 | loss: 0.0312533 | val_loss: 0.0312505 | Time: 44085.7 ms [2022-04-09 17:16:27 main:574] : INFO : Epoch 1848 | loss: 0.0312501 | val_loss: 0.0312484 | Time: 44177.1 ms [2022-04-09 17:17:11 main:574] : INFO : Epoch 1849 | loss: 0.0312491 | val_loss: 0.0312477 | Time: 44171.2 ms [2022-04-09 17:17:56 main:574] : INFO : Epoch 1850 | loss: 0.0312491 | val_loss: 0.0312463 | Time: 44120 ms [2022-04-09 17:18:40 main:574] : INFO : Epoch 1851 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 44093.3 ms [2022-04-09 17:19:24 main:574] : INFO : Epoch 1852 | loss: 0.0312486 | val_loss: 0.0312518 | Time: 44225.5 ms [2022-04-09 17:20:09 main:574] : INFO : Epoch 1853 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 44143.2 ms [2022-04-09 17:20:53 main:574] : INFO : Epoch 1854 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 44198.2 ms [2022-04-09 17:21:37 main:574] : INFO : Epoch 1855 | loss: 0.0312463 | val_loss: 0.0312526 | Time: 44088.4 ms [2022-04-09 17:22:22 main:574] : INFO : Epoch 1856 | loss: 0.03125 | val_loss: 0.0312481 | Time: 44187.8 ms [2022-04-09 17:23:06 main:574] : INFO : Epoch 1857 | loss: 0.0312435 | val_loss: 0.031245 | Time: 44160.5 ms [2022-04-09 17:23:50 main:574] : INFO : Epoch 1858 | loss: 0.0312441 | val_loss: 0.0312416 | Time: 44200.7 ms [2022-04-09 17:24:34 main:574] : INFO : Epoch 1859 | loss: 0.0312432 | val_loss: 0.0312421 | Time: 44105.1 ms [2022-04-09 17:25:19 main:574] : INFO : Epoch 1860 | loss: 0.0312431 | val_loss: 0.0312405 | Time: 44181 ms [2022-04-09 17:26:03 main:574] : INFO : Epoch 1861 | loss: 0.0312428 | val_loss: 0.0312453 | Time: 44189.2 ms [2022-04-09 17:26:48 main:574] : INFO : Epoch 1862 | loss: 0.0312477 | val_loss: 0.0312419 | Time: 44182.7 ms [2022-04-09 17:27:32 main:574] : INFO : Epoch 1863 | loss: 0.0312413 | val_loss: 0.0312398 | Time: 44150.7 ms [2022-04-09 17:28:16 main:574] : INFO : Epoch 1864 | loss: 0.0312414 | val_loss: 0.0312393 | Time: 44226.1 ms [2022-04-09 17:29:01 main:574] : INFO : Epoch 1865 | loss: 0.0312417 | val_loss: 0.0312395 | Time: 44154 ms [2022-04-09 17:29:45 main:574] : INFO : Epoch 1866 | loss: 0.031243 | val_loss: 0.0312392 | Time: 44220.5 ms [2022-04-09 17:30:29 main:574] : INFO : Epoch 1867 | loss: 0.0312387 | val_loss: 0.0312392 | Time: 44133.2 ms [2022-04-09 17:31:14 main:574] : INFO : Epoch 1868 | loss: 0.0312396 | val_loss: 0.0312372 | Time: 44179.2 ms [2022-04-09 17:31:58 main:574] : INFO : Epoch 1869 | loss: 0.0312392 | val_loss: 0.0312404 | Time: 44147.9 ms [2022-04-09 17:32:42 main:574] : INFO : Epoch 1870 | loss: 0.0312398 | val_loss: 0.0312371 | Time: 44222.5 ms [2022-04-09 17:33:31 main:574] : INFO : Epoch 1871 | loss: 0.0312365 | val_loss: 0.0312358 | Time: 48863.3 ms [2022-04-09 17:34:15 main:574] : INFO : Epoch 1872 | loss: 0.0312369 | val_loss: 0.0312379 | Time: 44159.4 ms [2022-04-09 17:35:02 main:574] : INFO : Epoch 1873 | loss: 0.0312377 | val_loss: 0.0312417 | Time: 46682.5 ms [2022-04-09 17:35:50 main:574] : INFO : Epoch 1874 | loss: 0.0312395 | val_loss: 0.0312371 | Time: 47335.9 ms [2022-04-09 17:36:34 main:574] : INFO : Epoch 1875 | loss: 0.0312368 | val_loss: 0.0312406 | Time: 44121.9 ms [2022-04-09 17:37:18 main:574] : INFO : Epoch 1876 | loss: 0.0312389 | val_loss: 0.0312358 | Time: 44156.8 ms [2022-04-09 17:38:02 main:574] : INFO : Epoch 1877 | loss: 0.0312349 | val_loss: 0.0312366 | Time: 44154.4 ms [2022-04-09 17:38:47 main:574] : INFO : Epoch 1878 | loss: 0.0312359 | val_loss: 0.0312398 | Time: 44205.5 ms [2022-04-09 17:39:31 main:574] : INFO : Epoch 1879 | loss: 0.0312391 | val_loss: 0.0312366 | Time: 44162.4 ms [2022-04-09 17:40:15 main:574] : INFO : Epoch 1880 | loss: 0.0312371 | val_loss: 0.0312354 | Time: 44146.5 ms [2022-04-09 17:40:59 main:574] : INFO : Epoch 1881 | loss: 0.0312357 | val_loss: 0.0312371 | Time: 44145.8 ms [2022-04-09 17:41:44 main:574] : INFO : Epoch 1882 | loss: 0.0312423 | val_loss: 0.0312402 | Time: 44211.1 ms [2022-04-09 17:42:28 main:574] : INFO : Epoch 1883 | loss: 0.0312359 | val_loss: 0.0312318 | Time: 44128.5 ms [2022-04-09 17:43:12 main:574] : INFO : Epoch 1884 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 44186.7 ms [2022-04-09 17:43:57 main:574] : INFO : Epoch 1885 | loss: 0.0312309 | val_loss: 0.0312316 | Time: 44060.3 ms [2022-04-09 17:44:41 main:574] : INFO : Epoch 1886 | loss: 0.0312287 | val_loss: 0.0312309 | Time: 44182.7 ms [2022-04-09 17:45:25 main:574] : INFO : Epoch 1887 | loss: 0.0312298 | val_loss: 0.0312294 | Time: 44102.1 ms [2022-04-09 17:46:09 main:574] : INFO : Epoch 1888 | loss: 0.0312282 | val_loss: 0.0312315 | Time: 44166.8 ms [2022-04-09 17:46:54 main:574] : INFO : Epoch 1889 | loss: 0.0312319 | val_loss: 0.0312357 | Time: 44128.4 ms [2022-04-09 17:47:38 main:574] : INFO : Epoch 1890 | loss: 0.0312304 | val_loss: 0.0312365 | Time: 44329.7 ms [2022-04-09 17:48:23 main:574] : INFO : Epoch 1891 | loss: 0.0312292 | val_loss: 0.0312364 | Time: 44438 ms [2022-04-09 17:49:23 main:574] : INFO : Epoch 1892 | loss: 0.0312313 | val_loss: 0.0312302 | Time: 59947.1 ms [2022-04-09 17:55:48 main:574] : INFO : Epoch 1893 | loss: 0.0312317 | val_loss: 0.0312304 | Time: 385254 ms [2022-04-09 18:02:34 main:574] : INFO : Epoch 1894 | loss: 0.0312336 | val_loss: 0.0312291 | Time: 406047 ms [2022-04-09 18:08:40 main:574] : INFO : Epoch 1895 | loss: 0.031229 | val_loss: 0.031231 | Time: 365688 ms [2022-04-09 18:15:33 main:574] : INFO : Epoch 1896 | loss: 0.0312318 | val_loss: 0.0312456 | Time: 413184 ms [2022-04-09 18:22:02 main:574] : INFO : Epoch 1897 | loss: 0.0312342 | val_loss: 0.0312299 | Time: 388662 ms [2022-04-09 18:28:13 main:574] : INFO : Epoch 1898 | loss: 0.0312292 | val_loss: 0.0312301 | Time: 370979 ms [2022-04-09 18:34:41 main:574] : INFO : Epoch 1899 | loss: 0.0312271 | val_loss: 0.0312281 | Time: 388250 ms [2022-04-09 18:40:28 main:574] : INFO : Epoch 1900 | loss: 0.0312268 | val_loss: 0.0312287 | Time: 346687 ms [2022-04-09 18:47:11 main:574] : INFO : Epoch 1901 | loss: 0.0312271 | val_loss: 0.0312284 | Time: 402495 ms [2022-04-09 18:53:17 main:574] : INFO : Epoch 1902 | loss: 0.0312308 | val_loss: 0.0312284 | Time: 366576 ms [2022-04-09 18:59:32 main:574] : INFO : Epoch 1903 | loss: 0.0312299 | val_loss: 0.0312335 | Time: 374114 ms [2022-04-09 19:06:14 main:574] : INFO : Epoch 1904 | loss: 0.031228 | val_loss: 0.0312305 | Time: 402522 ms [2022-04-09 19:11:59 main:574] : INFO : Epoch 1905 | loss: 0.0312287 | val_loss: 0.0312314 | Time: 344304 ms [2022-04-09 19:17:54 main:574] : INFO : Epoch 1906 | loss: 0.0312265 | val_loss: 0.0312278 | Time: 354996 ms [2022-04-09 19:24:35 main:574] : INFO : Epoch 1907 | loss: 0.0312264 | val_loss: 0.0312277 | Time: 401287 ms [2022-04-09 19:30:09 main:574] : INFO : Epoch 1908 | loss: 0.0312328 | val_loss: 0.0312294 | Time: 333648 ms [2022-04-09 19:36:45 main:574] : INFO : Epoch 1909 | loss: 0.0312343 | val_loss: 0.031232 | Time: 391813 ms [2022-04-09 19:42:26 main:574] : INFO : Epoch 1910 | loss: 0.0312295 | val_loss: 0.0312279 | Time: 340691 ms [2022-04-09 19:49:09 main:574] : INFO : Epoch 1911 | loss: 0.0312255 | val_loss: 0.0312273 | Time: 402505 ms [2022-04-09 19:55:40 main:574] : INFO : Epoch 1912 | loss: 0.03123 | val_loss: 0.0312348 | Time: 390609 ms [2022-04-09 20:01:26 main:574] : INFO : Epoch 1913 | loss: 0.0312306 | val_loss: 0.0312333 | Time: 346664 ms [2022-04-09 20:07:50 main:574] : INFO : Epoch 1914 | loss: 0.0312271 | val_loss: 0.0312264 | Time: 383538 ms [2022-04-09 20:13:37 main:574] : INFO : Epoch 1915 | loss: 0.0312273 | val_loss: 0.0312267 | Time: 342721 ms [2022-04-09 20:20:52 main:574] : INFO : Epoch 1916 | loss: 0.0312259 | val_loss: 0.0312273 | Time: 421557 ms [2022-04-09 20:27:27 main:574] : INFO : Epoch 1917 | loss: 0.0312286 | val_loss: 0.0312264 | Time: 394197 ms [2022-04-09 20:33:19 main:574] : INFO : Epoch 1918 | loss: 0.0312277 | val_loss: 0.0312318 | Time: 352621 ms [2022-04-09 20:39:38 main:574] : INFO : Epoch 1919 | loss: 0.0312301 | val_loss: 0.031228 | Time: 378755 ms [2022-04-09 20:46:29 main:574] : INFO : Epoch 1920 | loss: 0.0312257 | val_loss: 0.0312262 | Time: 410815 ms [2022-04-09 20:52:12 main:574] : INFO : Epoch 1921 | loss: 0.031228 | val_loss: 0.0312266 | Time: 343121 ms [2022-04-09 20:58:42 main:574] : INFO : Epoch 1922 | loss: 0.0312244 | val_loss: 0.0312277 | Time: 389442 ms [2022-04-09 21:04:38 main:574] : INFO : Epoch 1923 | loss: 0.0312248 | val_loss: 0.0312269 | Time: 356197 ms [2022-04-09 21:11:11 main:574] : INFO : Epoch 1924 | loss: 0.0312251 | val_loss: 0.0312269 | Time: 393005 ms [2022-04-09 21:17:33 main:574] : INFO : Epoch 1925 | loss: 0.0312278 | val_loss: 0.0312257 | Time: 381444 ms [2022-04-09 21:23:56 main:574] : INFO : Epoch 1926 | loss: 0.0312259 | val_loss: 0.0312262 | Time: 382969 ms [2022-04-09 21:30:31 main:574] : INFO : Epoch 1927 | loss: 0.0312264 | val_loss: 0.0312375 | Time: 395377 ms [2022-04-09 21:36:26 main:574] : INFO : Epoch 1928 | loss: 0.031233 | val_loss: 0.0312286 | Time: 355003 ms [2022-04-09 21:42:59 main:574] : INFO : Epoch 1929 | loss: 0.0312278 | val_loss: 0.0312261 | Time: 393004 ms [2022-04-09 21:49:07 main:574] : INFO : Epoch 1930 | loss: 0.0312257 | val_loss: 0.0312265 | Time: 367546 ms [2022-04-09 21:55:31 main:574] : INFO : Epoch 1931 | loss: 0.0312262 | val_loss: 0.0312296 | Time: 383796 ms [2022-04-09 22:02:11 main:574] : INFO : Epoch 1932 | loss: 0.0312256 | val_loss: 0.0312278 | Time: 400128 ms [2022-04-09 22:08:00 main:574] : INFO : Epoch 1933 | loss: 0.031225 | val_loss: 0.0312264 | Time: 349066 ms [2022-04-09 22:14:39 main:574] : INFO : Epoch 1934 | loss: 0.0312247 | val_loss: 0.0312267 | Time: 398954 ms [2022-04-09 22:20:51 main:574] : INFO : Epoch 1935 | loss: 0.0312258 | val_loss: 0.0312258 | Time: 371608 ms [2022-04-09 22:27:42 main:574] : INFO : Epoch 1936 | loss: 0.0312268 | val_loss: 0.0312298 | Time: 410788 ms [2022-04-09 22:34:23 main:574] : INFO : Epoch 1937 | loss: 0.0312283 | val_loss: 0.0312265 | Time: 401302 ms [2022-04-09 22:40:10 main:574] : INFO : Epoch 1938 | loss: 0.0312241 | val_loss: 0.0312288 | Time: 346684 ms [2022-04-09 22:46:41 main:574] : INFO : Epoch 1939 | loss: 0.0312253 | val_loss: 0.0312253 | Time: 390659 ms [2022-04-09 22:53:05 main:574] : INFO : Epoch 1940 | loss: 0.0312246 | val_loss: 0.0312268 | Time: 379249 ms [2022-04-09 22:59:18 main:574] : INFO : Epoch 1941 | loss: 0.0312239 | val_loss: 0.0312288 | Time: 373084 ms [2022-04-09 23:05:59 main:574] : INFO : Epoch 1942 | loss: 0.0312232 | val_loss: 0.0312254 | Time: 395379 ms [2022-04-09 23:12:05 main:574] : INFO : Epoch 1943 | loss: 0.0312253 | val_loss: 0.0312287 | Time: 366874 ms [2022-04-09 23:18:44 main:574] : INFO : Epoch 1944 | loss: 0.0312267 | val_loss: 0.0312302 | Time: 398937 ms [2022-04-09 23:24:37 main:574] : INFO : Epoch 1945 | loss: 0.0312249 | val_loss: 0.0312247 | Time: 352378 ms [2022-04-09 23:31:19 main:574] : INFO : Epoch 1946 | loss: 0.0312235 | val_loss: 0.0312273 | Time: 401438 ms [2022-04-09 23:37:59 main:574] : INFO : Epoch 1947 | loss: 0.0312233 | val_loss: 0.031228 | Time: 400120 ms [2022-04-09 23:43:44 main:574] : INFO : Epoch 1948 | loss: 0.0312233 | val_loss: 0.031226 | Time: 345497 ms [2022-04-09 23:50:22 main:574] : INFO : Epoch 1949 | loss: 0.0312245 | val_loss: 0.0312302 | Time: 397747 ms [2022-04-09 23:55:51 main:574] : INFO : Epoch 1950 | loss: 0.0312237 | val_loss: 0.031224 | Time: 329288 ms [2022-04-10 00:02:49 main:574] : INFO : Epoch 1951 | loss: 0.031227 | val_loss: 0.031233 | Time: 410796 ms [2022-04-10 00:09:13 main:574] : INFO : Epoch 1952 | loss: 0.0312237 | val_loss: 0.0312238 | Time: 383527 ms [2022-04-10 00:15:39 main:574] : INFO : Epoch 1953 | loss: 0.0312233 | val_loss: 0.0312249 | Time: 385624 ms [2022-04-10 00:22:26 main:574] : INFO : Epoch 1954 | loss: 0.0312222 | val_loss: 0.0312243 | Time: 407258 ms [2022-04-10 00:28:27 main:574] : INFO : Epoch 1955 | loss: 0.0312241 | val_loss: 0.031226 | Time: 360947 ms [2022-04-10 00:35:11 main:574] : INFO : Epoch 1956 | loss: 0.0312222 | val_loss: 0.0312249 | Time: 403685 ms [2022-04-10 00:40:46 main:574] : INFO : Epoch 1957 | loss: 0.0312244 | val_loss: 0.0312267 | Time: 335609 ms [2022-04-10 00:47:49 main:574] : INFO : Epoch 1958 | loss: 0.0312234 | val_loss: 0.0312347 | Time: 415604 ms [2022-04-10 00:54:26 main:574] : INFO : Epoch 1959 | loss: 0.0312273 | val_loss: 0.0312256 | Time: 396555 ms [2022-04-10 01:00:09 main:574] : INFO : Epoch 1960 | loss: 0.0312234 | val_loss: 0.0312241 | Time: 343124 ms [2022-04-10 01:06:42 main:574] : INFO : Epoch 1961 | loss: 0.0312226 | val_loss: 0.0312236 | Time: 393006 ms [2022-04-10 01:12:58 main:574] : INFO : Epoch 1962 | loss: 0.0312215 | val_loss: 0.0312233 | Time: 375165 ms [2022-04-10 01:19:26 main:574] : INFO : Epoch 1963 | loss: 0.0312214 | val_loss: 0.031224 | Time: 388249 ms [2022-04-10 01:26:00 main:574] : INFO : Epoch 1964 | loss: 0.0312225 | val_loss: 0.0312235 | Time: 394196 ms [2022-04-10 01:32:11 main:574] : INFO : Epoch 1965 | loss: 0.0312301 | val_loss: 0.0312271 | Time: 370419 ms [2022-04-10 01:38:52 main:574] : INFO : Epoch 1966 | loss: 0.0312268 | val_loss: 0.0312246 | Time: 401299 ms [2022-04-10 01:44:48 main:574] : INFO : Epoch 1967 | loss: 0.031226 | val_loss: 0.0312236 | Time: 356188 ms [2022-04-10 01:51:20 main:574] : INFO : Epoch 1968 | loss: 0.0312242 | val_loss: 0.0312231 | Time: 391793 ms [2022-04-10 01:57:56 main:574] : INFO : Epoch 1969 | loss: 0.0312228 | val_loss: 0.0312239 | Time: 395380 ms [2022-04-10 02:04:08 main:574] : INFO : Epoch 1970 | loss: 0.0312254 | val_loss: 0.0312238 | Time: 372801 ms [2022-04-10 02:10:38 main:574] : INFO : Epoch 1971 | loss: 0.0312225 | val_loss: 0.0312229 | Time: 389440 ms [2022-04-10 02:16:32 main:574] : INFO : Epoch 1972 | loss: 0.0312215 | val_loss: 0.0312231 | Time: 353771 ms [2022-04-10 02:23:05 main:574] : INFO : Epoch 1973 | loss: 0.0312213 | val_loss: 0.0312244 | Time: 392995 ms [2022-04-10 02:29:25 main:574] : INFO : Epoch 1974 | loss: 0.0312208 | val_loss: 0.0312227 | Time: 379934 ms [2022-04-10 02:35:40 main:574] : INFO : Epoch 1975 | loss: 0.0312211 | val_loss: 0.031223 | Time: 375576 ms [2022-04-10 02:42:11 main:574] : INFO : Epoch 1976 | loss: 0.0312219 | val_loss: 0.0312257 | Time: 389834 ms [2022-04-10 02:48:47 main:574] : INFO : Epoch 1977 | loss: 0.0312216 | val_loss: 0.031223 | Time: 396153 ms [2022-04-10 02:55:11 main:574] : INFO : Epoch 1978 | loss: 0.0312205 | val_loss: 0.0312236 | Time: 383708 ms [2022-04-10 03:02:01 main:574] : INFO : Epoch 1979 | loss: 0.0312208 | val_loss: 0.0312261 | Time: 409634 ms [2022-04-10 03:07:56 main:574] : INFO : Epoch 1980 | loss: 0.0312238 | val_loss: 0.0312249 | Time: 354999 ms [2022-04-10 03:14:19 main:574] : INFO : Epoch 1981 | loss: 0.0312222 | val_loss: 0.0312319 | Time: 378728 ms [2022-04-10 03:20:01 main:574] : INFO : Epoch 1982 | loss: 0.0312222 | val_loss: 0.0312227 | Time: 341241 ms [2022-04-10 03:26:59 main:574] : INFO : Epoch 1983 | loss: 0.0312215 | val_loss: 0.03123 | Time: 412003 ms [2022-04-10 03:33:55 main:574] : INFO : Epoch 1984 | loss: 0.0312223 | val_loss: 0.0312272 | Time: 415559 ms [2022-04-10 03:39:36 main:574] : INFO : Epoch 1985 | loss: 0.0312218 | val_loss: 0.0312235 | Time: 340746 ms [2022-04-10 03:45:56 main:574] : INFO : Epoch 1986 | loss: 0.0312203 | val_loss: 0.0312239 | Time: 379934 ms [2022-04-10 03:51:55 main:574] : INFO : Epoch 1987 | loss: 0.0312209 | val_loss: 0.0312218 | Time: 359468 ms [2022-04-10 03:58:32 main:574] : INFO : Epoch 1988 | loss: 0.0312199 | val_loss: 0.0312236 | Time: 396645 ms [2022-04-10 04:04:56 main:574] : INFO : Epoch 1989 | loss: 0.03122 | val_loss: 0.031222 | Time: 383499 ms [2022-04-10 04:10:45 main:574] : INFO : Epoch 1990 | loss: 0.0312198 | val_loss: 0.0312221 | Time: 349056 ms [2022-04-10 04:17:23 main:574] : INFO : Epoch 1991 | loss: 0.0312199 | val_loss: 0.0312239 | Time: 397748 ms [2022-04-10 04:23:08 main:574] : INFO : Epoch 1992 | loss: 0.0312223 | val_loss: 0.0312216 | Time: 345641 ms [2022-04-10 04:30:15 main:574] : INFO : Epoch 1993 | loss: 0.0312195 | val_loss: 0.0312241 | Time: 419161 ms [2022-04-10 04:37:03 main:574] : INFO : Epoch 1994 | loss: 0.031221 | val_loss: 0.0312216 | Time: 408432 ms [2022-04-10 04:42:37 main:574] : INFO : Epoch 1995 | loss: 0.0312198 | val_loss: 0.0312213 | Time: 333623 ms [2022-04-10 04:49:06 main:574] : INFO : Epoch 1996 | loss: 0.0312192 | val_loss: 0.0312219 | Time: 389419 ms [2022-04-10 04:54:38 main:574] : INFO : Epoch 1997 | loss: 0.031221 | val_loss: 0.0312272 | Time: 331522 ms [2022-04-10 05:01:32 main:574] : INFO : Epoch 1998 | loss: 0.0312213 | val_loss: 0.031221 | Time: 412716 ms [2022-04-10 05:08:20 main:574] : INFO : Epoch 1999 | loss: 0.0312194 | val_loss: 0.0312227 | Time: 408435 ms [2022-04-10 05:14:38 main:574] : INFO : Epoch 2000 | loss: 0.0312219 | val_loss: 0.0312216 | Time: 377560 ms [2022-04-10 05:21:14 main:574] : INFO : Epoch 2001 | loss: 0.0312209 | val_loss: 0.0312284 | Time: 395377 ms [2022-04-10 05:26:15 main:574] : INFO : Epoch 2002 | loss: 0.0312219 | val_loss: 0.0312268 | Time: 301578 ms [2022-04-10 05:27:02 main:574] : INFO : Epoch 2003 | loss: 0.031223 | val_loss: 0.0312251 | Time: 46273.2 ms [2022-04-10 05:27:46 main:574] : INFO : Epoch 2004 | loss: 0.0312227 | val_loss: 0.0312238 | Time: 44044.6 ms [2022-04-10 05:28:31 main:574] : INFO : Epoch 2005 | loss: 0.0312193 | val_loss: 0.0312213 | Time: 44157.7 ms [2022-04-10 05:29:15 main:574] : INFO : Epoch 2006 | loss: 0.0312197 | val_loss: 0.0312213 | Time: 44067.8 ms [2022-04-10 05:29:59 main:574] : INFO : Epoch 2007 | loss: 0.0312219 | val_loss: 0.0312266 | Time: 44133.4 ms [2022-04-10 05:30:44 main:574] : INFO : Epoch 2008 | loss: 0.0312227 | val_loss: 0.0312208 | Time: 44123.1 ms [2022-04-10 05:31:28 main:574] : INFO : Epoch 2009 | loss: 0.0312199 | val_loss: 0.0312222 | Time: 44147.5 ms [2022-04-10 05:32:12 main:574] : INFO : Epoch 2010 | loss: 0.0312196 | val_loss: 0.0312206 | Time: 44043 ms [2022-04-10 05:32:57 main:574] : INFO : Epoch 2011 | loss: 0.031219 | val_loss: 0.0312242 | Time: 44128.5 ms [2022-04-10 05:33:41 main:574] : INFO : Epoch 2012 | loss: 0.0312214 | val_loss: 0.0312221 | Time: 44027.2 ms [2022-04-10 05:34:25 main:574] : INFO : Epoch 2013 | loss: 0.031221 | val_loss: 0.0312208 | Time: 44182.7 ms [2022-04-10 05:35:10 main:574] : INFO : Epoch 2014 | loss: 0.031219 | val_loss: 0.031223 | Time: 44080.2 ms [2022-04-10 05:35:54 main:574] : INFO : Epoch 2015 | loss: 0.0312209 | val_loss: 0.0312219 | Time: 44111.7 ms [2022-04-10 05:36:38 main:574] : INFO : Epoch 2016 | loss: 0.0312208 | val_loss: 0.0312229 | Time: 44109.5 ms [2022-04-10 05:37:23 main:574] : INFO : Epoch 2017 | loss: 0.0312223 | val_loss: 0.0312201 | Time: 44102.8 ms [2022-04-10 05:38:07 main:574] : INFO : Epoch 2018 | loss: 0.0312188 | val_loss: 0.0312203 | Time: 44010.6 ms [2022-04-10 05:38:51 main:574] : INFO : Epoch 2019 | loss: 0.0312178 | val_loss: 0.0312219 | Time: 44122.3 ms [2022-04-10 05:39:35 main:574] : INFO : Epoch 2020 | loss: 0.0312206 | val_loss: 0.031221 | Time: 44057.9 ms [2022-04-10 05:40:20 main:574] : INFO : Epoch 2021 | loss: 0.0312211 | val_loss: 0.031222 | Time: 44158.6 ms [2022-04-10 05:41:04 main:574] : INFO : Epoch 2022 | loss: 0.0312193 | val_loss: 0.0312284 | Time: 44116.6 ms [2022-04-10 05:41:51 main:574] : INFO : Epoch 2023 | loss: 0.0312228 | val_loss: 0.0312223 | Time: 46041.8 ms [2022-04-10 05:42:35 main:574] : INFO : Epoch 2024 | loss: 0.0312195 | val_loss: 0.0312206 | Time: 44046.9 ms [2022-04-10 05:43:23 main:574] : INFO : Epoch 2025 | loss: 0.0312197 | val_loss: 0.0312221 | Time: 47661.4 ms [2022-04-10 05:44:10 main:574] : INFO : Epoch 2026 | loss: 0.0312186 | val_loss: 0.0312258 | Time: 47184.1 ms [2022-04-10 05:44:54 main:574] : INFO : Epoch 2027 | loss: 0.0312192 | val_loss: 0.0312205 | Time: 44188.4 ms [2022-04-10 05:45:39 main:574] : INFO : Epoch 2028 | loss: 0.0312187 | val_loss: 0.0312199 | Time: 44326.9 ms [2022-04-10 05:46:23 main:574] : INFO : Epoch 2029 | loss: 0.0312175 | val_loss: 0.0312203 | Time: 44107.8 ms [2022-04-10 05:47:07 main:574] : INFO : Epoch 2030 | loss: 0.0312171 | val_loss: 0.0312194 | Time: 44023.6 ms [2022-04-10 05:47:52 main:574] : INFO : Epoch 2031 | loss: 0.0312181 | val_loss: 0.0312197 | Time: 44069.2 ms [2022-04-10 05:48:36 main:574] : INFO : Epoch 2032 | loss: 0.0312176 | val_loss: 0.0312193 | Time: 44091.6 ms [2022-04-10 05:49:20 main:574] : INFO : Epoch 2033 | loss: 0.0312179 | val_loss: 0.0312215 | Time: 44023.6 ms [2022-04-10 05:50:04 main:574] : INFO : Epoch 2034 | loss: 0.0312175 | val_loss: 0.0312214 | Time: 44029.7 ms [2022-04-10 05:50:49 main:574] : INFO : Epoch 2035 | loss: 0.0312186 | val_loss: 0.03122 | Time: 44109 ms [2022-04-10 05:51:33 main:574] : INFO : Epoch 2036 | loss: 0.0312175 | val_loss: 0.0312218 | Time: 44000.7 ms [2022-04-10 05:52:17 main:574] : INFO : Epoch 2037 | loss: 0.0312181 | val_loss: 0.0312214 | Time: 44095.8 ms [2022-04-10 05:53:01 main:574] : INFO : Epoch 2038 | loss: 0.0312204 | val_loss: 0.0312271 | Time: 44015.8 ms [2022-04-10 05:53:45 main:574] : INFO : Epoch 2039 | loss: 0.031222 | val_loss: 0.03122 | Time: 44052.2 ms [2022-04-10 05:54:29 main:574] : INFO : Epoch 2040 | loss: 0.0312178 | val_loss: 0.0312196 | Time: 44026.5 ms [2022-04-10 05:55:14 main:574] : INFO : Epoch 2041 | loss: 0.0312174 | val_loss: 0.0312197 | Time: 44150.6 ms [2022-04-10 05:55:58 main:574] : INFO : Epoch 2042 | loss: 0.0312177 | val_loss: 0.031225 | Time: 44132.1 ms [2022-04-10 05:56:42 main:574] : INFO : Epoch 2043 | loss: 0.0312179 | val_loss: 0.0312195 | Time: 44093.3 ms [2022-04-10 05:57:26 main:574] : INFO : Epoch 2044 | loss: 0.0312181 | val_loss: 0.031223 | Time: 44045.5 ms [2022-04-10 05:58:11 main:574] : INFO : Epoch 2045 | loss: 0.0312248 | val_loss: 0.0312242 | Time: 44102 ms [2022-04-10 05:58:55 main:574] : INFO : Epoch 2046 | loss: 0.0312249 | val_loss: 0.0312301 | Time: 44056.2 ms [2022-04-10 05:59:39 main:574] : INFO : Epoch 2047 | loss: 0.0312206 | val_loss: 0.0312205 | Time: 44106.3 ms [2022-04-10 06:00:23 main:574] : INFO : Epoch 2048 | loss: 0.0312196 | val_loss: 0.0312196 | Time: 44073.7 ms [2022-04-10 06:00:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312196 [2022-04-10 06:00:24 main:603] : INFO : Saving end state to config to file [2022-04-10 06:00:24 main:608] : INFO : Success, exiting.. 06:00:24 (2540): 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)