Task 12968177
| Name | ParityModified-1647047010-31736-0_0 |
| Workunit | 10100077 |
| Created | 12 Mar 2022, 1:03:32 UTC |
| Sent | 17 Mar 2022, 17:17:22 UTC |
| Report deadline | 25 Mar 2022, 17:17:22 UTC |
| Received | 17 Mar 2022, 20:36:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 10 min 28 sec |
| CPU time | 3 hours 9 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2 ms [2022-03-17 12:41:41 main:574] : INFO : Epoch 1542 | loss: 0.0310249 | val_loss: 0.0312898 | Time: 5522.26 ms [2022-03-17 12:41:47 main:574] : INFO : Epoch 1543 | loss: 0.0310183 | val_loss: 0.0312654 | Time: 5475 ms [2022-03-17 12:41:52 main:574] : INFO : Epoch 1544 | loss: 0.0310068 | val_loss: 0.0313053 | Time: 5427.76 ms [2022-03-17 12:41:58 main:574] : INFO : Epoch 1545 | loss: 0.0310157 | val_loss: 0.031304 | Time: 5440.53 ms [2022-03-17 12:42:03 main:574] : INFO : Epoch 1546 | loss: 0.0310149 | val_loss: 0.0312889 | Time: 5515.83 ms [2022-03-17 12:42:09 main:574] : INFO : Epoch 1547 | loss: 0.0310169 | val_loss: 0.0312803 | Time: 5463.33 ms [2022-03-17 12:42:14 main:574] : INFO : Epoch 1548 | loss: 0.0310087 | val_loss: 0.0312864 | Time: 5454.12 ms [2022-03-17 12:42:20 main:574] : INFO : Epoch 1549 | loss: 0.0310143 | val_loss: 0.0312598 | Time: 5624.95 ms [2022-03-17 12:42:25 main:574] : INFO : Epoch 1550 | loss: 0.0310157 | val_loss: 0.0312663 | Time: 5481.39 ms [2022-03-17 12:42:31 main:574] : INFO : Epoch 1551 | loss: 0.03101 | val_loss: 0.0312808 | Time: 5432.1 ms [2022-03-17 12:42:36 main:574] : INFO : Epoch 1552 | loss: 0.0310117 | val_loss: 0.0313047 | Time: 5705.18 ms [2022-03-17 12:42:42 main:574] : INFO : Epoch 1553 | loss: 0.0310209 | val_loss: 0.0312802 | Time: 5711.57 ms [2022-03-17 12:42:48 main:574] : INFO : Epoch 1554 | loss: 0.0310251 | val_loss: 0.0313181 | Time: 5493.68 ms [2022-03-17 12:42:53 main:574] : INFO : Epoch 1555 | loss: 0.0310223 | val_loss: 0.031281 | Time: 5414.48 ms [2022-03-17 12:42:59 main:574] : INFO : Epoch 1556 | loss: 0.0310175 | val_loss: 0.0312755 | Time: 5485.52 ms [2022-03-17 12:43:04 main:574] : INFO : Epoch 1557 | loss: 0.0310131 | val_loss: 0.0312765 | Time: 5472.34 ms [2022-03-17 12:43:09 main:574] : INFO : Epoch 1558 | loss: 0.0310072 | val_loss: 0.0312578 | Time: 5429.88 ms [2022-03-17 12:43:16 main:574] : INFO : Epoch 1559 | loss: 0.031012 | val_loss: 0.031277 | Time: 6298.66 ms [2022-03-17 12:43:21 main:574] : INFO : Epoch 1560 | loss: 0.0310164 | val_loss: 0.0312599 | Time: 5491.63 ms [2022-03-17 12:43:27 main:574] : INFO : Epoch 1561 | loss: 0.0310076 | val_loss: 0.0312848 | Time: 5500.95 ms [2022-03-17 12:43:32 main:574] : INFO : Epoch 1562 | loss: 0.031017 | val_loss: 0.0312648 | Time: 5481.74 ms [2022-03-17 12:43:38 main:574] : INFO : Epoch 1563 | loss: 0.0310111 | val_loss: 0.031317 | Time: 5413.36 ms [2022-03-17 12:43:43 main:574] : INFO : Epoch 1564 | loss: 0.0310123 | val_loss: 0.0312858 | Time: 5467.78 ms [2022-03-17 12:43:49 main:574] : INFO : Epoch 1565 | loss: 0.0310094 | val_loss: 0.0312814 | Time: 5441.32 ms [2022-03-17 12:43:54 main:574] : INFO : Epoch 1566 | loss: 0.0310185 | val_loss: 0.0312991 | Time: 5443.54 ms [2022-03-17 12:43:59 main:574] : INFO : Epoch 1567 | loss: 0.0310142 | val_loss: 0.0312775 | Time: 5480.24 ms [2022-03-17 12:44:05 main:574] : INFO : Epoch 1568 | loss: 0.0310118 | val_loss: 0.03131 | Time: 5442.9 ms [2022-03-17 12:44:10 main:574] : INFO : Epoch 1569 | loss: 0.0310172 | val_loss: 0.0312894 | Time: 5459.88 ms [2022-03-17 12:44:16 main:574] : INFO : Epoch 1570 | loss: 0.0310256 | val_loss: 0.0313068 | Time: 5459.96 ms [2022-03-17 12:44:21 main:574] : INFO : Epoch 1571 | loss: 0.031013 | val_loss: 0.0312884 | Time: 5572.36 ms [2022-03-17 12:44:27 main:574] : INFO : Epoch 1572 | loss: 0.0310261 | val_loss: 0.0313209 | Time: 5813.33 ms [2022-03-17 12:44:33 main:574] : INFO : Epoch 1573 | loss: 0.0310168 | val_loss: 0.0312863 | Time: 5673.35 ms [2022-03-17 12:44:38 main:574] : INFO : Epoch 1574 | loss: 0.0310231 | val_loss: 0.0312782 | Time: 5447.98 ms [2022-03-17 12:44:44 main:574] : INFO : Epoch 1575 | loss: 0.0310166 | val_loss: 0.0312998 | Time: 5499.89 ms [2022-03-17 12:44:49 main:574] : INFO : Epoch 1576 | loss: 0.031013 | val_loss: 0.0313036 | Time: 5407.39 ms [2022-03-17 12:44:55 main:574] : INFO : Epoch 1577 | loss: 0.0310171 | val_loss: 0.0312865 | Time: 5404.72 ms [2022-03-17 12:45:00 main:574] : INFO : Epoch 1578 | loss: 0.0310067 | val_loss: 0.0312893 | Time: 5460.96 ms [2022-03-17 12:45:06 main:574] : INFO : Epoch 1579 | loss: 0.0310122 | val_loss: 0.031335 | Time: 5372.82 ms [2022-03-17 12:45:11 main:574] : INFO : Epoch 1580 | loss: 0.031011 | val_loss: 0.0312897 | Time: 5417.6 ms [2022-03-17 12:45:16 main:574] : INFO : Epoch 1581 | loss: 0.0310179 | val_loss: 0.0312667 | Time: 5451.8 ms [2022-03-17 12:45:22 main:574] : INFO : Epoch 1582 | loss: 0.0310192 | val_loss: 0.031284 | Time: 5409.61 ms [2022-03-17 12:45:27 main:574] : INFO : Epoch 1583 | loss: 0.0310294 | val_loss: 0.0312662 | Time: 5399.81 ms [2022-03-17 12:45:33 main:574] : INFO : Epoch 1584 | loss: 0.0310357 | val_loss: 0.0312436 | Time: 5415.4 ms [2022-03-17 12:45:38 main:574] : INFO : Epoch 1585 | loss: 0.0310382 | val_loss: 0.0312834 | Time: 5430.13 ms [2022-03-17 12:45:44 main:574] : INFO : Epoch 1586 | loss: 0.0310134 | val_loss: 0.0313024 | Time: 5445.79 ms [2022-03-17 12:45:49 main:574] : INFO : Epoch 1587 | loss: 0.0310124 | val_loss: 0.0313073 | Time: 5422.71 ms [2022-03-17 12:45:54 main:574] : INFO : Epoch 1588 | loss: 0.0310098 | val_loss: 0.0312881 | Time: 5425.83 ms [2022-03-17 12:46:00 main:574] : INFO : Epoch 1589 | loss: 0.0310151 | val_loss: 0.0313257 | Time: 5386.13 ms [2022-03-17 12:46:06 main:574] : INFO : Epoch 1590 | loss: 0.0310168 | val_loss: 0.0312797 | Time: 5880.78 ms [2022-03-17 12:46:12 main:574] : INFO : Epoch 1591 | loss: 0.031014 | val_loss: 0.0313135 | Time: 6439.98 ms [2022-03-17 12:46:18 main:574] : INFO : Epoch 1592 | loss: 0.0310116 | val_loss: 0.0313074 | Time: 5931.27 ms [2022-03-17 12:46:24 main:574] : INFO : Epoch 1593 | loss: 0.0310183 | val_loss: 0.0313165 | Time: 5893.74 ms [2022-03-17 12:46:30 main:574] : INFO : Epoch 1594 | loss: 0.0310211 | val_loss: 0.0312783 | Time: 5863.01 ms [2022-03-17 12:46:35 main:574] : INFO : Epoch 1595 | loss: 0.0310085 | val_loss: 0.0312697 | Time: 5508.16 ms [2022-03-17 12:46:41 main:574] : INFO : Epoch 1596 | loss: 0.0310166 | val_loss: 0.0312844 | Time: 5435.85 ms [2022-03-17 12:46:46 main:574] : INFO : Epoch 1597 | loss: 0.031032 | val_loss: 0.0312887 | Time: 5390.47 ms [2022-03-17 12:46:52 main:574] : INFO : Epoch 1598 | loss: 0.0310211 | val_loss: 0.0313026 | Time: 5436.01 ms [2022-03-17 12:46:57 main:574] : INFO : Epoch 1599 | loss: 0.0310134 | val_loss: 0.0312949 | Time: 5473.59 ms [2022-03-17 12:47:03 main:574] : INFO : Epoch 1600 | loss: 0.0310437 | val_loss: 0.0313028 | Time: 5413.93 ms [2022-03-17 12:47:08 main:574] : INFO : Epoch 1601 | loss: 0.0310308 | val_loss: 0.0312638 | Time: 5424.86 ms [2022-03-17 12:47:13 main:574] : INFO : Epoch 1602 | loss: 0.0310139 | val_loss: 0.0312825 | Time: 5460.18 ms [2022-03-17 12:47:19 main:574] : INFO : Epoch 1603 | loss: 0.0310045 | val_loss: 0.0313034 | Time: 5425.58 ms [2022-03-17 12:47:24 main:574] : INFO : Epoch 1604 | loss: 0.0310111 | val_loss: 0.0313284 | Time: 5430.31 ms [2022-03-17 12:47:30 main:574] : INFO : Epoch 1605 | loss: 0.0310082 | val_loss: 0.0313077 | Time: 5436.2 ms [2022-03-17 12:47:35 main:574] : INFO : Epoch 1606 | loss: 0.0310078 | val_loss: 0.0313339 | Time: 5383.91 ms [2022-03-17 12:47:41 main:574] : INFO : Epoch 1607 | loss: 0.0310106 | val_loss: 0.0312759 | Time: 5404.89 ms [2022-03-17 12:47:46 main:574] : INFO : Epoch 1608 | loss: 0.0310155 | val_loss: 0.031299 | Time: 5394.12 ms [2022-03-17 12:47:51 main:574] : INFO : Epoch 1609 | loss: 0.031014 | val_loss: 0.0312707 | Time: 5450.26 ms [2022-03-17 12:47:57 main:574] : INFO : Epoch 1610 | loss: 0.0310214 | val_loss: 0.031273 | Time: 5449.36 ms [2022-03-17 12:48:02 main:574] : INFO : Epoch 1611 | loss: 0.0310153 | val_loss: 0.0312718 | Time: 5367.12 ms [2022-03-17 12:48:08 main:574] : INFO : Epoch 1612 | loss: 0.0310092 | val_loss: 0.0312891 | Time: 5535.72 ms [2022-03-17 12:48:13 main:574] : INFO : Epoch 1613 | loss: 0.0310135 | val_loss: 0.031306 | Time: 5386.51 ms [2022-03-17 12:48:19 main:574] : INFO : Epoch 1614 | loss: 0.0310157 | val_loss: 0.0312759 | Time: 5449.51 ms [2022-03-17 12:48:24 main:574] : INFO : Epoch 1615 | loss: 0.0310108 | val_loss: 0.031295 | Time: 5451.93 ms [2022-03-17 12:48:30 main:574] : INFO : Epoch 1616 | loss: 0.031004 | val_loss: 0.031288 | Time: 5492.98 ms [2022-03-17 12:48:35 main:574] : INFO : Epoch 1617 | loss: 0.0310043 | val_loss: 0.0313011 | Time: 5433.68 ms [2022-03-17 12:48:41 main:574] : INFO : Epoch 1618 | loss: 0.0310159 | val_loss: 0.0312664 | Time: 5428.27 ms [2022-03-17 12:48:46 main:574] : INFO : Epoch 1619 | loss: 0.0310127 | val_loss: 0.0312894 | Time: 5402.12 ms [2022-03-17 12:48:51 main:574] : INFO : Epoch 1620 | loss: 0.0310108 | val_loss: 0.0312968 | Time: 5448.15 ms [2022-03-17 12:48:57 main:574] : INFO : Epoch 1621 | loss: 0.0310067 | val_loss: 0.0312833 | Time: 5481.36 ms [2022-03-17 12:49:02 main:574] : INFO : Epoch 1622 | loss: 0.0310179 | val_loss: 0.031261 | Time: 5407.69 ms [2022-03-17 12:49:08 main:574] : INFO : Epoch 1623 | loss: 0.0310269 | val_loss: 0.0312664 | Time: 5447.85 ms [2022-03-17 12:49:13 main:574] : INFO : Epoch 1624 | loss: 0.0310231 | val_loss: 0.0312856 | Time: 5495.31 ms [2022-03-17 12:49:19 main:574] : INFO : Epoch 1625 | loss: 0.0310299 | val_loss: 0.0312929 | Time: 5418.21 ms [2022-03-17 12:49:24 main:574] : INFO : Epoch 1626 | loss: 0.0310216 | val_loss: 0.0312672 | Time: 5563.78 ms [2022-03-17 12:49:31 main:574] : INFO : Epoch 1627 | loss: 0.0310222 | val_loss: 0.031265 | Time: 6435.64 ms [2022-03-17 12:49:36 main:574] : INFO : Epoch 1628 | loss: 0.0310162 | val_loss: 0.0313005 | Time: 5615.52 ms [2022-03-17 12:49:42 main:574] : INFO : Epoch 1629 | loss: 0.0310151 | val_loss: 0.0312871 | Time: 5392.83 ms [2022-03-17 12:49:47 main:574] : INFO : Epoch 1630 | loss: 0.0310325 | val_loss: 0.0312521 | Time: 5389.35 ms [2022-03-17 12:49:53 main:574] : INFO : Epoch 1631 | loss: 0.0310212 | val_loss: 0.0313098 | Time: 5433.29 ms [2022-03-17 12:49:58 main:574] : INFO : Epoch 1632 | loss: 0.03101 | val_loss: 0.0312822 | Time: 5643.36 ms [2022-03-17 12:50:04 main:574] : INFO : Epoch 1633 | loss: 0.031005 | val_loss: 0.031288 | Time: 6087.57 ms [2022-03-17 12:50:10 main:574] : INFO : Epoch 1634 | loss: 0.0310035 | val_loss: 0.0313107 | Time: 5475.49 ms [2022-03-17 12:50:15 main:574] : INFO : Epoch 1635 | loss: 0.0310155 | val_loss: 0.0312999 | Time: 5372.89 ms [2022-03-17 12:50:21 main:574] : INFO : Epoch 1636 | loss: 0.0310214 | val_loss: 0.0312731 | Time: 5406.37 ms [2022-03-17 12:50:26 main:574] : INFO : Epoch 1637 | loss: 0.0310093 | val_loss: 0.0313009 | Time: 5397.75 ms [2022-03-17 12:50:31 main:574] : INFO : Epoch 1638 | loss: 0.0310083 | val_loss: 0.0312721 | Time: 5383.92 ms [2022-03-17 12:50:37 main:574] : INFO : Epoch 1639 | loss: 0.0310134 | val_loss: 0.0313114 | Time: 5473.81 ms [2022-03-17 12:50:42 main:574] : INFO : Epoch 1640 | loss: 0.0310074 | val_loss: 0.0312854 | Time: 5387 ms [2022-03-17 12:50:48 main:574] : INFO : Epoch 1641 | loss: 0.031008 | val_loss: 0.0313043 | Time: 5371.64 ms [2022-03-17 12:50:53 main:574] : INFO : Epoch 1642 | loss: 0.0310027 | val_loss: 0.0312949 | Time: 5421.96 ms [2022-03-17 12:50:59 main:574] : INFO : Epoch 1643 | loss: 0.0310388 | val_loss: 0.0312442 | Time: 5542.15 ms [2022-03-17 12:51:04 main:574] : INFO : Epoch 1644 | loss: 0.031038 | val_loss: 0.0312797 | Time: 5921.22 ms [2022-03-17 12:51:11 main:574] : INFO : Epoch 1645 | loss: 0.0310144 | val_loss: 0.0313078 | Time: 6230.73 ms [2022-03-17 12:51:16 main:574] : INFO : Epoch 1646 | loss: 0.0310087 | val_loss: 0.031294 | Time: 5476.07 ms [2022-03-17 12:51:22 main:574] : INFO : Epoch 1647 | loss: 0.0310054 | val_loss: 0.0313058 | Time: 5377.56 ms [2022-03-17 12:51:27 main:574] : INFO : Epoch 1648 | loss: 0.0310075 | val_loss: 0.0313002 | Time: 5431.15 ms [2022-03-17 12:51:32 main:574] : INFO : Epoch 1649 | loss: 0.0310121 | val_loss: 0.0312861 | Time: 5449.91 ms [2022-03-17 12:51:38 main:574] : INFO : Epoch 1650 | loss: 0.0310106 | val_loss: 0.031271 | Time: 5385.77 ms [2022-03-17 12:51:43 main:574] : INFO : Epoch 1651 | loss: 0.0310134 | val_loss: 0.0312944 | Time: 5427.7 ms [2022-03-17 12:51:49 main:574] : INFO : Epoch 1652 | loss: 0.0310119 | val_loss: 0.0312756 | Time: 5467.7 ms [2022-03-17 12:51:54 main:574] : INFO : Epoch 1653 | loss: 0.0310106 | val_loss: 0.0312833 | Time: 5621.98 ms [2022-03-17 12:52:00 main:574] : INFO : Epoch 1654 | loss: 0.0310062 | val_loss: 0.0312736 | Time: 5411.75 ms [2022-03-17 12:52:05 main:574] : INFO : Epoch 1655 | loss: 0.0310153 | val_loss: 0.0312567 | Time: 5455.91 ms [2022-03-17 12:52:11 main:574] : INFO : Epoch 1656 | loss: 0.0310256 | val_loss: 0.0312877 | Time: 5375.48 ms [2022-03-17 12:52:16 main:574] : INFO : Epoch 1657 | loss: 0.0310221 | val_loss: 0.0312875 | Time: 5383.99 ms [2022-03-17 12:52:21 main:574] : INFO : Epoch 1658 | loss: 0.0310229 | val_loss: 0.0312585 | Time: 5439.46 ms [2022-03-17 12:52:27 main:574] : INFO : Epoch 1659 | loss: 0.0310209 | val_loss: 0.0312672 | Time: 5445.96 ms [2022-03-17 12:52:32 main:574] : INFO : Epoch 1660 | loss: 0.0310275 | val_loss: 0.0312548 | Time: 5456.56 ms [2022-03-17 12:52:38 main:574] : INFO : Epoch 1661 | loss: 0.0310402 | val_loss: 0.0312655 | Time: 5450.86 ms [2022-03-17 12:52:43 main:574] : INFO : Epoch 1662 | loss: 0.0310251 | val_loss: 0.0312633 | Time: 5442.41 ms [2022-03-17 12:52:49 main:574] : INFO : Epoch 1663 | loss: 0.0310124 | val_loss: 0.0312737 | Time: 5385.99 ms [2022-03-17 12:52:54 main:574] : INFO : Epoch 1664 | loss: 0.0310132 | val_loss: 0.0312805 | Time: 5450.64 ms [2022-03-17 12:53:00 main:574] : INFO : Epoch 1665 | loss: 0.031015 | val_loss: 0.0312928 | Time: 5479.62 ms [2022-03-17 12:53:05 main:574] : INFO : Epoch 1666 | loss: 0.0310236 | val_loss: 0.0312619 | Time: 5350.81 ms [2022-03-17 12:53:10 main:574] : INFO : Epoch 1667 | loss: 0.031012 | val_loss: 0.0313154 | Time: 5416.92 ms [2022-03-17 12:53:16 main:574] : INFO : Epoch 1668 | loss: 0.031022 | val_loss: 0.031276 | Time: 5454.03 ms [2022-03-17 12:53:21 main:574] : INFO : Epoch 1669 | loss: 0.0310103 | val_loss: 0.0312866 | Time: 5385.27 ms [2022-03-17 12:53:27 main:574] : INFO : Epoch 1670 | loss: 0.0310081 | val_loss: 0.0312964 | Time: 5393.6 ms [2022-03-17 12:53:32 main:574] : INFO : Epoch 1671 | loss: 0.0310112 | val_loss: 0.0312693 | Time: 5387.78 ms [2022-03-17 12:53:38 main:574] : INFO : Epoch 1672 | loss: 0.0310221 | val_loss: 0.0312997 | Time: 5511.24 ms [2022-03-17 12:53:43 main:574] : INFO : Epoch 1673 | loss: 0.031018 | val_loss: 0.0312825 | Time: 5673.6 ms [2022-03-17 12:53:49 main:574] : INFO : Epoch 1674 | loss: 0.031014 | val_loss: 0.0312675 | Time: 5437.85 ms [2022-03-17 12:53:54 main:574] : INFO : Epoch 1675 | loss: 0.0310167 | val_loss: 0.0313069 | Time: 5494 ms [2022-03-17 12:54:00 main:574] : INFO : Epoch 1676 | loss: 0.0310131 | val_loss: 0.0312981 | Time: 5474.67 ms [2022-03-17 12:54:05 main:574] : INFO : Epoch 1677 | loss: 0.0310069 | val_loss: 0.0312868 | Time: 5513.3 ms [2022-03-17 12:54:11 main:574] : INFO : Epoch 1678 | loss: 0.0310172 | val_loss: 0.0312869 | Time: 5366.53 ms [2022-03-17 12:54:16 main:574] : INFO : Epoch 1679 | loss: 0.0310142 | val_loss: 0.0312964 | Time: 5477.21 ms [2022-03-17 12:54:21 main:574] : INFO : Epoch 1680 | loss: 0.0310109 | val_loss: 0.0312977 | Time: 5420.41 ms [2022-03-17 12:54:27 main:574] : INFO : Epoch 1681 | loss: 0.031012 | val_loss: 0.0313123 | Time: 5442.33 ms [2022-03-17 12:54:32 main:574] : INFO : Epoch 1682 | loss: 0.0310168 | val_loss: 0.031272 | Time: 5477.06 ms [2022-03-17 12:54:39 main:574] : INFO : Epoch 1683 | loss: 0.0310249 | val_loss: 0.0312684 | Time: 6232.99 ms [2022-03-17 12:54:44 main:574] : INFO : Epoch 1684 | loss: 0.03104 | val_loss: 0.0312912 | Time: 5662.84 ms [2022-03-17 12:54:50 main:574] : INFO : Epoch 1685 | loss: 0.0310232 | val_loss: 0.0313147 | Time: 5442.52 ms [2022-03-17 12:54:55 main:574] : INFO : Epoch 1686 | loss: 0.0310182 | val_loss: 0.0313287 | Time: 5489.23 ms [2022-03-17 12:55:01 main:574] : INFO : Epoch 1687 | loss: 0.0310091 | val_loss: 0.0312722 | Time: 5451.86 ms [2022-03-17 12:55:07 main:574] : INFO : Epoch 1688 | loss: 0.0310135 | val_loss: 0.0313098 | Time: 6264.54 ms [2022-03-17 12:55:13 main:574] : INFO : Epoch 1689 | loss: 0.0310186 | val_loss: 0.0313125 | Time: 6042.62 ms [2022-03-17 12:55:19 main:574] : INFO : Epoch 1690 | loss: 0.0310154 | val_loss: 0.0312756 | Time: 5452.56 ms [2022-03-17 12:55:24 main:574] : INFO : Epoch 1691 | loss: 0.0310084 | val_loss: 0.0313218 | Time: 5458.15 ms [2022-03-17 12:55:29 main:574] : INFO : Epoch 1692 | loss: 0.0310195 | val_loss: 0.0312613 | Time: 5406.82 ms [2022-03-17 12:55:35 main:574] : INFO : Epoch 1693 | loss: 0.0310163 | val_loss: 0.0312742 | Time: 5430.6 ms [2022-03-17 12:55:40 main:574] : INFO : Epoch 1694 | loss: 0.0310184 | val_loss: 0.0312966 | Time: 5401.33 ms [2022-03-17 12:55:46 main:574] : INFO : Epoch 1695 | loss: 0.0310694 | val_loss: 0.0312286 | Time: 5409.91 ms [2022-03-17 12:55:51 main:574] : INFO : Epoch 1696 | loss: 0.0310588 | val_loss: 0.0312868 | Time: 5524.47 ms [2022-03-17 12:55:57 main:574] : INFO : Epoch 1697 | loss: 0.0310221 | val_loss: 0.0312591 | Time: 5446.32 ms [2022-03-17 12:56:02 main:574] : INFO : Epoch 1698 | loss: 0.0310193 | val_loss: 0.0312643 | Time: 5496.21 ms [2022-03-17 12:56:08 main:574] : INFO : Epoch 1699 | loss: 0.0310197 | val_loss: 0.0312676 | Time: 5421 ms [2022-03-17 12:56:13 main:574] : INFO : Epoch 1700 | loss: 0.0310308 | val_loss: 0.0312672 | Time: 5467.8 ms [2022-03-17 12:56:18 main:574] : INFO : Epoch 1701 | loss: 0.0310305 | val_loss: 0.0312731 | Time: 5425.5 ms [2022-03-17 12:56:24 main:574] : INFO : Epoch 1702 | loss: 0.0310252 | val_loss: 0.0312694 | Time: 5447.79 ms [2022-03-17 12:56:29 main:574] : INFO : Epoch 1703 | loss: 0.0310136 | val_loss: 0.0313111 | Time: 5398.44 ms [2022-03-17 12:56:35 main:574] : INFO : Epoch 1704 | loss: 0.0310252 | val_loss: 0.0312997 | Time: 5399.62 ms [2022-03-17 12:56:40 main:574] : INFO : Epoch 1705 | loss: 0.0310406 | val_loss: 0.0312533 | Time: 5500.24 ms [2022-03-17 12:56:46 main:574] : INFO : Epoch 1706 | loss: 0.0310406 | val_loss: 0.0312994 | Time: 5466.26 ms [2022-03-17 12:56:51 main:574] : INFO : Epoch 1707 | loss: 0.0310129 | val_loss: 0.0313259 | Time: 5474.27 ms [2022-03-17 12:56:57 main:574] : INFO : Epoch 1708 | loss: 0.0310169 | val_loss: 0.0312935 | Time: 5456.7 ms [2022-03-17 12:57:02 main:574] : INFO : Epoch 1709 | loss: 0.0310063 | val_loss: 0.0313105 | Time: 5487.01 ms [2022-03-17 12:57:08 main:574] : INFO : Epoch 1710 | loss: 0.0310106 | val_loss: 0.031267 | Time: 5454.1 ms [2022-03-17 12:57:13 main:574] : INFO : Epoch 1711 | loss: 0.0310138 | val_loss: 0.0313228 | Time: 5383.42 ms [2022-03-17 12:57:18 main:574] : INFO : Epoch 1712 | loss: 0.0310131 | val_loss: 0.0312791 | Time: 5432.93 ms [2022-03-17 12:57:24 main:574] : INFO : Epoch 1713 | loss: 0.0310092 | val_loss: 0.0312884 | Time: 5410.21 ms [2022-03-17 12:57:30 main:574] : INFO : Epoch 1714 | loss: 0.031003 | val_loss: 0.0312883 | Time: 6073.79 ms [2022-03-17 12:57:36 main:574] : INFO : Epoch 1715 | loss: 0.0310121 | val_loss: 0.0313024 | Time: 5585.19 ms [2022-03-17 12:57:41 main:574] : INFO : Epoch 1716 | loss: 0.031013 | val_loss: 0.0312853 | Time: 5399.35 ms [2022-03-17 12:57:46 main:574] : INFO : Epoch 1717 | loss: 0.0310053 | val_loss: 0.0313213 | Time: 5529.21 ms [2022-03-17 12:57:52 main:574] : INFO : Epoch 1718 | loss: 0.0310046 | val_loss: 0.0313072 | Time: 5388.48 ms [2022-03-17 12:57:57 main:574] : INFO : Epoch 1719 | loss: 0.0310069 | val_loss: 0.0312961 | Time: 5443.46 ms [2022-03-17 12:58:03 main:574] : INFO : Epoch 1720 | loss: 0.0310045 | val_loss: 0.0313045 | Time: 5419.51 ms [2022-03-17 12:58:08 main:574] : INFO : Epoch 1721 | loss: 0.0310109 | val_loss: 0.031284 | Time: 5357.23 ms [2022-03-17 12:58:14 main:574] : INFO : Epoch 1722 | loss: 0.0310072 | val_loss: 0.0313008 | Time: 5460.58 ms [2022-03-17 12:58:20 main:574] : INFO : Epoch 1723 | loss: 0.031004 | val_loss: 0.0312859 | Time: 5931.63 ms [2022-03-17 12:58:25 main:574] : INFO : Epoch 1724 | loss: 0.03101 | val_loss: 0.0313065 | Time: 5739.47 ms [2022-03-17 12:58:31 main:574] : INFO : Epoch 1725 | loss: 0.0310275 | val_loss: 0.0312672 | Time: 5552.16 ms [2022-03-17 12:58:36 main:574] : INFO : Epoch 1726 | loss: 0.0310214 | val_loss: 0.0312831 | Time: 5624.08 ms [2022-03-17 12:58:42 main:574] : INFO : Epoch 1727 | loss: 0.0310148 | val_loss: 0.0312981 | Time: 5832.21 ms [2022-03-17 12:58:48 main:574] : INFO : Epoch 1728 | loss: 0.0310068 | val_loss: 0.0312939 | Time: 5895.62 ms [2022-03-17 12:58:55 main:574] : INFO : Epoch 1729 | loss: 0.031011 | val_loss: 0.0312852 | Time: 6455.64 ms [2022-03-17 12:59:00 main:574] : INFO : Epoch 1730 | loss: 0.0310104 | val_loss: 0.0312736 | Time: 5543.7 ms [2022-03-17 12:59:06 main:574] : INFO : Epoch 1731 | loss: 0.0310111 | val_loss: 0.03128 | Time: 5464.48 ms [2022-03-17 12:59:11 main:574] : INFO : Epoch 1732 | loss: 0.03102 | val_loss: 0.0312738 | Time: 5391.59 ms [2022-03-17 12:59:17 main:574] : INFO : Epoch 1733 | loss: 0.0310403 | val_loss: 0.0313127 | Time: 5461.21 ms [2022-03-17 12:59:22 main:574] : INFO : Epoch 1734 | loss: 0.0310252 | val_loss: 0.0312716 | Time: 5469.98 ms [2022-03-17 12:59:27 main:574] : INFO : Epoch 1735 | loss: 0.0310199 | val_loss: 0.0313128 | Time: 5409.42 ms [2022-03-17 12:59:33 main:574] : INFO : Epoch 1736 | loss: 0.0310224 | val_loss: 0.0312822 | Time: 5506.93 ms [2022-03-17 12:59:38 main:574] : INFO : Epoch 1737 | loss: 0.0310158 | val_loss: 0.0312789 | Time: 5439.56 ms [2022-03-17 12:59:44 main:574] : INFO : Epoch 1738 | loss: 0.0310192 | val_loss: 0.031288 | Time: 5462.62 ms [2022-03-17 12:59:49 main:574] : INFO : Epoch 1739 | loss: 0.0310243 | val_loss: 0.0312855 | Time: 5411.25 ms [2022-03-17 12:59:55 main:574] : INFO : Epoch 1740 | loss: 0.0310041 | val_loss: 0.031296 | Time: 5469.02 ms [2022-03-17 13:00:00 main:574] : INFO : Epoch 1741 | loss: 0.031009 | val_loss: 0.0312984 | Time: 5427.22 ms [2022-03-17 13:00:06 main:574] : INFO : Epoch 1742 | loss: 0.0310045 | val_loss: 0.031305 | Time: 5445.89 ms [2022-03-17 13:00:11 main:574] : INFO : Epoch 1743 | loss: 0.0310141 | val_loss: 0.0313376 | Time: 5466.84 ms [2022-03-17 13:00:17 main:574] : INFO : Epoch 1744 | loss: 0.0310153 | val_loss: 0.0312878 | Time: 5430.5 ms [2022-03-17 13:00:22 main:574] : INFO : Epoch 1745 | loss: 0.0310109 | val_loss: 0.0312815 | Time: 5373.2 ms [2022-03-17 13:00:27 main:574] : INFO : Epoch 1746 | loss: 0.0310081 | val_loss: 0.0312869 | Time: 5423.23 ms [2022-03-17 13:00:33 main:574] : INFO : Epoch 1747 | loss: 0.031009 | val_loss: 0.0312618 | Time: 5444.6 ms [2022-03-17 13:00:38 main:574] : INFO : Epoch 1748 | loss: 0.0310037 | val_loss: 0.0313079 | Time: 5491.96 ms [2022-03-17 13:00:44 main:574] : INFO : Epoch 1749 | loss: 0.0310054 | val_loss: 0.0312708 | Time: 5478.64 ms [2022-03-17 13:00:49 main:574] : INFO : Epoch 1750 | loss: 0.031006 | val_loss: 0.0312991 | Time: 5408.31 ms [2022-03-17 13:00:55 main:574] : INFO : Epoch 1751 | loss: 0.031005 | val_loss: 0.0313202 | Time: 5424.84 ms [2022-03-17 13:01:00 main:574] : INFO : Epoch 1752 | loss: 0.0310592 | val_loss: 0.0312365 | Time: 5439.28 ms [2022-03-17 13:01:06 main:574] : INFO : Epoch 1753 | loss: 0.0310745 | val_loss: 0.0312607 | Time: 5530.45 ms [2022-03-17 13:01:12 main:574] : INFO : Epoch 1754 | loss: 0.0310457 | val_loss: 0.0312769 | Time: 6022.55 ms [2022-03-17 13:01:17 main:574] : INFO : Epoch 1755 | loss: 0.0311236 | val_loss: 0.0327423 | Time: 5648.62 ms [2022-03-17 13:01:23 main:574] : INFO : Epoch 1756 | loss: 0.0341512 | val_loss: 0.0333446 | Time: 5662.24 ms [2022-03-17 13:01:29 main:574] : INFO : Epoch 1757 | loss: 0.0410827 | val_loss: 0.0366892 | Time: 5835.05 ms [2022-03-17 13:01:34 main:574] : INFO : Epoch 1758 | loss: 0.0339295 | val_loss: 0.0314104 | Time: 5704.77 ms [2022-03-17 13:01:40 main:574] : INFO : Epoch 1759 | loss: 0.0314663 | val_loss: 0.0313584 | Time: 5628.12 ms [2022-03-17 13:01:46 main:574] : INFO : Epoch 1760 | loss: 0.0313033 | val_loss: 0.0312711 | Time: 5692.02 ms [2022-03-17 13:01:51 main:574] : INFO : Epoch 1761 | loss: 0.0312652 | val_loss: 0.0312611 | Time: 5617.43 ms [2022-03-17 13:01:57 main:574] : INFO : Epoch 1762 | loss: 0.0312564 | val_loss: 0.0312552 | Time: 5489.7 ms [2022-03-17 13:02:02 main:574] : INFO : Epoch 1763 | loss: 0.0312542 | val_loss: 0.031259 | Time: 5407.83 ms [2022-03-17 13:02:08 main:574] : INFO : Epoch 1764 | loss: 0.0312525 | val_loss: 0.0312515 | Time: 5657.05 ms [2022-03-17 13:02:14 main:574] : INFO : Epoch 1765 | loss: 0.0312512 | val_loss: 0.031251 | Time: 5961.28 ms [2022-03-17 13:02:19 main:574] : INFO : Epoch 1766 | loss: 0.031251 | val_loss: 0.0312499 | Time: 5418.59 ms [2022-03-17 13:02:25 main:574] : INFO : Epoch 1767 | loss: 0.0312489 | val_loss: 0.0312493 | Time: 5476.28 ms [2022-03-17 13:02:31 main:574] : INFO : Epoch 1768 | loss: 0.031249 | val_loss: 0.0312488 | Time: 5598.99 ms [2022-03-17 13:02:37 main:574] : INFO : Epoch 1769 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 6237.33 ms [2022-03-17 13:02:43 main:574] : INFO : Epoch 1770 | loss: 0.0312476 | val_loss: 0.031248 | Time: 5849.82 ms [2022-03-17 13:02:49 main:574] : INFO : Epoch 1771 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 6361.1 ms [2022-03-17 13:02:55 main:574] : INFO : Epoch 1772 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 5874.41 ms [2022-03-17 13:03:01 main:574] : INFO : Epoch 1773 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 6084.06 ms [2022-03-17 13:03:06 main:574] : INFO : Epoch 1774 | loss: 0.0312467 | val_loss: 0.031247 | Time: 5466.81 ms [2022-03-17 13:03:12 main:574] : INFO : Epoch 1775 | loss: 0.031246 | val_loss: 0.0312465 | Time: 5426.35 ms [2022-03-17 13:03:17 main:574] : INFO : Epoch 1776 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 5477.77 ms [2022-03-17 13:03:23 main:574] : INFO : Epoch 1777 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 5432.16 ms [2022-03-17 13:03:28 main:574] : INFO : Epoch 1778 | loss: 0.0312459 | val_loss: 0.0312509 | Time: 5472.93 ms [2022-03-17 13:03:34 main:574] : INFO : Epoch 1779 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 5452.97 ms [2022-03-17 13:03:40 main:574] : INFO : Epoch 1780 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 6220.1 ms [2022-03-17 13:03:45 main:574] : INFO : Epoch 1781 | loss: 0.0312465 | val_loss: 0.031245 | Time: 5476.84 ms [2022-03-17 13:03:51 main:574] : INFO : Epoch 1782 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 5464.23 ms [2022-03-17 13:03:56 main:574] : INFO : Epoch 1783 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 5479.62 ms [2022-03-17 13:04:02 main:574] : INFO : Epoch 1784 | loss: 0.0312443 | val_loss: 0.0312436 | Time: 5541.81 ms [2022-03-17 13:04:07 main:574] : INFO : Epoch 1785 | loss: 0.0312445 | val_loss: 0.0312437 | Time: 5449.63 ms [2022-03-17 13:04:13 main:574] : INFO : Epoch 1786 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 5415.7 ms [2022-03-17 13:04:18 main:574] : INFO : Epoch 1787 | loss: 0.0312441 | val_loss: 0.0312437 | Time: 5442.18 ms [2022-03-17 13:04:24 main:574] : INFO : Epoch 1788 | loss: 0.0312439 | val_loss: 0.0312429 | Time: 5467.35 ms [2022-03-17 13:04:29 main:574] : INFO : Epoch 1789 | loss: 0.031243 | val_loss: 0.0312429 | Time: 5424.31 ms [2022-03-17 13:04:35 main:574] : INFO : Epoch 1790 | loss: 0.0312432 | val_loss: 0.031244 | Time: 5709.43 ms [2022-03-17 13:04:41 main:574] : INFO : Epoch 1791 | loss: 0.0312469 | val_loss: 0.0312567 | Time: 5851.37 ms [2022-03-17 13:04:47 main:574] : INFO : Epoch 1792 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 5803.94 ms [2022-03-17 13:04:53 main:574] : INFO : Epoch 1793 | loss: 0.031242 | val_loss: 0.0312421 | Time: 6004.45 ms [2022-03-17 13:04:58 main:574] : INFO : Epoch 1794 | loss: 0.0312414 | val_loss: 0.0312413 | Time: 5498.6 ms [2022-03-17 13:05:03 main:574] : INFO : Epoch 1795 | loss: 0.0312407 | val_loss: 0.0312408 | Time: 5424.08 ms [2022-03-17 13:05:09 main:574] : INFO : Epoch 1796 | loss: 0.0312405 | val_loss: 0.0312415 | Time: 5462 ms [2022-03-17 13:05:14 main:574] : INFO : Epoch 1797 | loss: 0.0312403 | val_loss: 0.0312394 | Time: 5432.56 ms [2022-03-17 13:05:20 main:574] : INFO : Epoch 1798 | loss: 0.0312406 | val_loss: 0.0312389 | Time: 5413.22 ms [2022-03-17 13:05:25 main:574] : INFO : Epoch 1799 | loss: 0.0312384 | val_loss: 0.0312376 | Time: 5432.13 ms [2022-03-17 13:05:31 main:574] : INFO : Epoch 1800 | loss: 0.0312377 | val_loss: 0.0312368 | Time: 5417.53 ms [2022-03-17 13:05:36 main:574] : INFO : Epoch 1801 | loss: 0.0312372 | val_loss: 0.0312357 | Time: 5447.73 ms [2022-03-17 13:05:42 main:574] : INFO : Epoch 1802 | loss: 0.0312379 | val_loss: 0.0312384 | Time: 5423.1 ms [2022-03-17 13:05:47 main:574] : INFO : Epoch 1803 | loss: 0.0312387 | val_loss: 0.0312453 | Time: 5420.11 ms [2022-03-17 13:05:53 main:574] : INFO : Epoch 1804 | loss: 0.0312384 | val_loss: 0.0312344 | Time: 5689.7 ms [2022-03-17 13:05:58 main:574] : INFO : Epoch 1805 | loss: 0.0312347 | val_loss: 0.0312349 | Time: 5566.63 ms [2022-03-17 13:06:04 main:574] : INFO : Epoch 1806 | loss: 0.0312338 | val_loss: 0.0312334 | Time: 5585.46 ms [2022-03-17 13:06:10 main:574] : INFO : Epoch 1807 | loss: 0.0312374 | val_loss: 0.0312643 | Time: 5765.84 ms [2022-03-17 13:06:15 main:574] : INFO : Epoch 1808 | loss: 0.0312393 | val_loss: 0.0312322 | Time: 5470.2 ms [2022-03-17 13:06:21 main:574] : INFO : Epoch 1809 | loss: 0.0312371 | val_loss: 0.0312439 | Time: 5469.2 ms [2022-03-17 13:06:26 main:574] : INFO : Epoch 1810 | loss: 0.0312393 | val_loss: 0.0312342 | Time: 5497.75 ms [2022-03-17 13:06:31 main:574] : INFO : Epoch 1811 | loss: 0.031234 | val_loss: 0.0312315 | Time: 5384.94 ms [2022-03-17 13:06:37 main:574] : INFO : Epoch 1812 | loss: 0.031232 | val_loss: 0.031232 | Time: 5450.98 ms [2022-03-17 13:06:42 main:574] : INFO : Epoch 1813 | loss: 0.0312322 | val_loss: 0.0312438 | Time: 5450.41 ms [2022-03-17 13:06:48 main:574] : INFO : Epoch 1814 | loss: 0.0312403 | val_loss: 0.0312292 | Time: 5428.96 ms [2022-03-17 13:06:53 main:574] : INFO : Epoch 1815 | loss: 0.0312314 | val_loss: 0.0312333 | Time: 5505.06 ms [2022-03-17 13:06:59 main:574] : INFO : Epoch 1816 | loss: 0.0312333 | val_loss: 0.0312285 | Time: 5399.27 ms [2022-03-17 13:07:05 main:574] : INFO : Epoch 1817 | loss: 0.0312286 | val_loss: 0.0312278 | Time: 6238.94 ms [2022-03-17 13:07:11 main:574] : INFO : Epoch 1818 | loss: 0.0312294 | val_loss: 0.0312266 | Time: 6093.83 ms [2022-03-17 13:07:17 main:574] : INFO : Epoch 1819 | loss: 0.0312284 | val_loss: 0.0312299 | Time: 5455.94 ms [2022-03-17 13:07:23 main:574] : INFO : Epoch 1820 | loss: 0.0312307 | val_loss: 0.0312275 | Time: 6035.95 ms [2022-03-17 13:07:28 main:574] : INFO : Epoch 1821 | loss: 0.0312273 | val_loss: 0.0312303 | Time: 5417.76 ms [2022-03-17 13:07:34 main:574] : INFO : Epoch 1822 | loss: 0.0312273 | val_loss: 0.0312249 | Time: 6249.2 ms [2022-03-17 13:07:40 main:574] : INFO : Epoch 1823 | loss: 0.0312275 | val_loss: 0.0312232 | Time: 5511.01 ms [2022-03-17 13:07:45 main:574] : INFO : Epoch 1824 | loss: 0.0312247 | val_loss: 0.0312226 | Time: 5451.32 ms [2022-03-17 13:07:51 main:574] : INFO : Epoch 1825 | loss: 0.0312237 | val_loss: 0.0312222 | Time: 5395.69 ms [2022-03-17 13:07:56 main:574] : INFO : Epoch 1826 | loss: 0.0312271 | val_loss: 0.0312264 | Time: 5462.9 ms [2022-03-17 13:08:02 main:574] : INFO : Epoch 1827 | loss: 0.031224 | val_loss: 0.0312225 | Time: 5539.2 ms [2022-03-17 13:08:08 main:574] : INFO : Epoch 1828 | loss: 0.0312227 | val_loss: 0.0312207 | Time: 6127.76 ms [2022-03-17 13:08:13 main:574] : INFO : Epoch 1829 | loss: 0.0312234 | val_loss: 0.0312217 | Time: 5608.15 ms [2022-03-17 13:08:19 main:574] : INFO : Epoch 1830 | loss: 0.0312222 | val_loss: 0.0312229 | Time: 5613 ms [2022-03-17 13:08:25 main:574] : INFO : Epoch 1831 | loss: 0.0312231 | val_loss: 0.0312259 | Time: 5609.14 ms [2022-03-17 13:08:30 main:574] : INFO : Epoch 1832 | loss: 0.0312355 | val_loss: 0.0312221 | Time: 5544.06 ms [2022-03-17 13:08:36 main:574] : INFO : Epoch 1833 | loss: 0.0312245 | val_loss: 0.0312185 | Time: 5407.8 ms [2022-03-17 13:08:41 main:574] : INFO : Epoch 1834 | loss: 0.0312212 | val_loss: 0.0312265 | Time: 5398.73 ms [2022-03-17 13:08:46 main:574] : INFO : Epoch 1835 | loss: 0.031231 | val_loss: 0.0312312 | Time: 5446.41 ms [2022-03-17 13:08:52 main:574] : INFO : Epoch 1836 | loss: 0.0312257 | val_loss: 0.031221 | Time: 5847.1 ms [2022-03-17 13:08:58 main:574] : INFO : Epoch 1837 | loss: 0.0312227 | val_loss: 0.0312211 | Time: 5396.72 ms [2022-03-17 13:09:03 main:574] : INFO : Epoch 1838 | loss: 0.0312225 | val_loss: 0.0312182 | Time: 5616.71 ms [2022-03-17 13:09:09 main:574] : INFO : Epoch 1839 | loss: 0.0312303 | val_loss: 0.0312205 | Time: 5683.15 ms [2022-03-17 13:09:15 main:574] : INFO : Epoch 1840 | loss: 0.0312262 | val_loss: 0.0312317 | Time: 5623.57 ms [2022-03-17 13:09:20 main:574] : INFO : Epoch 1841 | loss: 0.0312225 | val_loss: 0.0312337 | Time: 5401.54 ms [2022-03-17 13:09:25 main:574] : INFO : Epoch 1842 | loss: 0.0312249 | val_loss: 0.0312244 | Time: 5432.81 ms [2022-03-17 13:09:31 main:574] : INFO : Epoch 1843 | loss: 0.0312225 | val_loss: 0.0312243 | Time: 5407.53 ms [2022-03-17 13:09:36 main:574] : INFO : Epoch 1844 | loss: 0.0312217 | val_loss: 0.0312191 | Time: 5493.73 ms [2022-03-17 13:09:42 main:574] : INFO : Epoch 1845 | loss: 0.031219 | val_loss: 0.0312154 | Time: 5503.88 ms [2022-03-17 13:09:48 main:574] : INFO : Epoch 1846 | loss: 0.0312179 | val_loss: 0.0312185 | Time: 5904.36 ms [2022-03-17 13:09:53 main:574] : INFO : Epoch 1847 | loss: 0.0312231 | val_loss: 0.0312145 | Time: 5626.67 ms [2022-03-17 13:09:59 main:574] : INFO : Epoch 1848 | loss: 0.0312179 | val_loss: 0.0312155 | Time: 5463.69 ms [2022-03-17 13:10:05 main:574] : INFO : Epoch 1849 | loss: 0.0312208 | val_loss: 0.0312186 | Time: 5965.32 ms [2022-03-17 13:10:11 main:574] : INFO : Epoch 1850 | loss: 0.0312224 | val_loss: 0.0312283 | Time: 5766.21 ms [2022-03-17 13:10:16 main:574] : INFO : Epoch 1851 | loss: 0.031218 | val_loss: 0.0312149 | Time: 5431.23 ms [2022-03-17 13:10:22 main:574] : INFO : Epoch 1852 | loss: 0.0312173 | val_loss: 0.0312227 | Time: 5430.61 ms [2022-03-17 13:10:27 main:574] : INFO : Epoch 1853 | loss: 0.0312175 | val_loss: 0.0312131 | Time: 5458.95 ms [2022-03-17 13:10:33 main:574] : INFO : Epoch 1854 | loss: 0.031219 | val_loss: 0.0312136 | Time: 5505.84 ms [2022-03-17 13:10:38 main:574] : INFO : Epoch 1855 | loss: 0.0312159 | val_loss: 0.0312133 | Time: 5453.26 ms [2022-03-17 13:10:43 main:574] : INFO : Epoch 1856 | loss: 0.0312155 | val_loss: 0.0312191 | Time: 5474.64 ms [2022-03-17 13:10:49 main:574] : INFO : Epoch 1857 | loss: 0.0312152 | val_loss: 0.0312124 | Time: 5452.16 ms [2022-03-17 13:10:54 main:574] : INFO : Epoch 1858 | loss: 0.0312198 | val_loss: 0.0312135 | Time: 5478.27 ms [2022-03-17 13:11:00 main:574] : INFO : Epoch 1859 | loss: 0.0312241 | val_loss: 0.0312259 | Time: 5463.95 ms [2022-03-17 13:11:05 main:574] : INFO : Epoch 1860 | loss: 0.0312187 | val_loss: 0.0312128 | Time: 5518.78 ms [2022-03-17 13:11:11 main:574] : INFO : Epoch 1861 | loss: 0.0312186 | val_loss: 0.0312125 | Time: 5702.04 ms [2022-03-17 13:11:17 main:574] : INFO : Epoch 1862 | loss: 0.031214 | val_loss: 0.0312124 | Time: 5449.91 ms [2022-03-17 13:11:22 main:574] : INFO : Epoch 1863 | loss: 0.0312144 | val_loss: 0.0312134 | Time: 5459.02 ms [2022-03-17 13:11:28 main:574] : INFO : Epoch 1864 | loss: 0.0312149 | val_loss: 0.0312145 | Time: 5484.2 ms [2022-03-17 13:11:33 main:574] : INFO : Epoch 1865 | loss: 0.0312147 | val_loss: 0.0312303 | Time: 5724.98 ms [2022-03-17 13:11:39 main:574] : INFO : Epoch 1866 | loss: 0.0312229 | val_loss: 0.0312141 | Time: 6056.06 ms [2022-03-17 13:11:45 main:574] : INFO : Epoch 1867 | loss: 0.0312176 | val_loss: 0.0312208 | Time: 5486.49 ms [2022-03-17 13:11:50 main:574] : INFO : Epoch 1868 | loss: 0.0312165 | val_loss: 0.0312187 | Time: 5384.46 ms [2022-03-17 13:11:56 main:574] : INFO : Epoch 1869 | loss: 0.0312165 | val_loss: 0.0312205 | Time: 5463.45 ms [2022-03-17 13:12:01 main:574] : INFO : Epoch 1870 | loss: 0.031218 | val_loss: 0.0312112 | Time: 5477.17 ms [2022-03-17 13:12:07 main:574] : INFO : Epoch 1871 | loss: 0.0312136 | val_loss: 0.0312129 | Time: 5455.5 ms [2022-03-17 13:12:12 main:574] : INFO : Epoch 1872 | loss: 0.0312175 | val_loss: 0.0312231 | Time: 5443.69 ms [2022-03-17 13:12:17 main:574] : INFO : Epoch 1873 | loss: 0.0312257 | val_loss: 0.031214 | Time: 5439.97 ms [2022-03-17 13:12:23 main:574] : INFO : Epoch 1874 | loss: 0.0312204 | val_loss: 0.0312118 | Time: 5463.3 ms [2022-03-17 13:12:28 main:574] : INFO : Epoch 1875 | loss: 0.0312144 | val_loss: 0.0312111 | Time: 5431.99 ms [2022-03-17 13:12:34 main:574] : INFO : Epoch 1876 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 5443.03 ms [2022-03-17 13:12:41 main:574] : INFO : Epoch 1877 | loss: 0.0312174 | val_loss: 0.0312173 | Time: 7021.68 ms [2022-03-17 13:12:46 main:574] : INFO : Epoch 1878 | loss: 0.0312193 | val_loss: 0.0312124 | Time: 5479.51 ms [2022-03-17 13:12:52 main:574] : INFO : Epoch 1879 | loss: 0.0312196 | val_loss: 0.0312146 | Time: 6078.12 ms [2022-03-17 13:12:59 main:574] : INFO : Epoch 1880 | loss: 0.0312181 | val_loss: 0.0312139 | Time: 6264.76 ms [2022-03-17 13:13:05 main:574] : INFO : Epoch 1881 | loss: 0.0312152 | val_loss: 0.0312227 | Time: 6524.65 ms [2022-03-17 13:13:13 main:574] : INFO : Epoch 1882 | loss: 0.031215 | val_loss: 0.0312114 | Time: 7848.23 ms [2022-03-17 13:13:21 main:574] : INFO : Epoch 1883 | loss: 0.0312133 | val_loss: 0.0312127 | Time: 7494.63 ms [2022-03-17 13:13:28 main:574] : INFO : Epoch 1884 | loss: 0.0312161 | val_loss: 0.0312121 | Time: 7100.96 ms [2022-03-17 13:13:34 main:574] : INFO : Epoch 1885 | loss: 0.0312158 | val_loss: 0.0312117 | Time: 6578.97 ms [2022-03-17 13:13:40 main:574] : INFO : Epoch 1886 | loss: 0.0312231 | val_loss: 0.0312215 | Time: 6143.25 ms [2022-03-17 13:13:47 main:574] : INFO : Epoch 1887 | loss: 0.031218 | val_loss: 0.0312109 | Time: 6306.08 ms [2022-03-17 13:13:53 main:574] : INFO : Epoch 1888 | loss: 0.0312151 | val_loss: 0.0312106 | Time: 5947.88 ms [2022-03-17 13:13:59 main:574] : INFO : Epoch 1889 | loss: 0.0312131 | val_loss: 0.0312111 | Time: 6564.73 ms [2022-03-17 13:14:05 main:574] : INFO : Epoch 1890 | loss: 0.0312142 | val_loss: 0.0312125 | Time: 5864.26 ms [2022-03-17 13:14:11 main:574] : INFO : Epoch 1891 | loss: 0.0312149 | val_loss: 0.0312113 | Time: 5576.97 ms [2022-03-17 13:14:17 main:574] : INFO : Epoch 1892 | loss: 0.0312134 | val_loss: 0.03121 | Time: 6342.97 ms [2022-03-17 13:14:23 main:574] : INFO : Epoch 1893 | loss: 0.031212 | val_loss: 0.0312094 | Time: 5959.04 ms [2022-03-17 13:14:29 main:574] : INFO : Epoch 1894 | loss: 0.0312155 | val_loss: 0.0312093 | Time: 5828.69 ms [2022-03-17 13:14:35 main:574] : INFO : Epoch 1895 | loss: 0.0312137 | val_loss: 0.0312154 | Time: 5641.29 ms [2022-03-17 13:14:40 main:574] : INFO : Epoch 1896 | loss: 0.0312136 | val_loss: 0.0312095 | Time: 5516.17 ms [2022-03-17 13:14:46 main:574] : INFO : Epoch 1897 | loss: 0.0312183 | val_loss: 0.0312129 | Time: 5494.06 ms [2022-03-17 13:14:51 main:574] : INFO : Epoch 1898 | loss: 0.03122 | val_loss: 0.0312095 | Time: 5508.31 ms [2022-03-17 13:14:57 main:574] : INFO : Epoch 1899 | loss: 0.0312194 | val_loss: 0.0312117 | Time: 5465.4 ms [2022-03-17 13:15:02 main:574] : INFO : Epoch 1900 | loss: 0.0312169 | val_loss: 0.0312094 | Time: 5498.96 ms [2022-03-17 13:15:08 main:574] : INFO : Epoch 1901 | loss: 0.0312153 | val_loss: 0.0312107 | Time: 6105.08 ms [2022-03-17 13:15:15 main:574] : INFO : Epoch 1902 | loss: 0.031213 | val_loss: 0.0312118 | Time: 6432.5 ms [2022-03-17 13:15:21 main:574] : INFO : Epoch 1903 | loss: 0.031214 | val_loss: 0.0312114 | Time: 6282.63 ms [2022-03-17 13:15:27 main:574] : INFO : Epoch 1904 | loss: 0.0312101 | val_loss: 0.0312122 | Time: 6097.05 ms [2022-03-17 13:15:34 main:574] : INFO : Epoch 1905 | loss: 0.0312104 | val_loss: 0.0312084 | Time: 6606.11 ms [2022-03-17 13:15:40 main:574] : INFO : Epoch 1906 | loss: 0.0312122 | val_loss: 0.0312097 | Time: 6259.86 ms [2022-03-17 13:15:46 main:574] : INFO : Epoch 1907 | loss: 0.0312112 | val_loss: 0.0312108 | Time: 6222.82 ms [2022-03-17 13:15:53 main:574] : INFO : Epoch 1908 | loss: 0.0312112 | val_loss: 0.0312079 | Time: 6531.17 ms [2022-03-17 13:15:59 main:574] : INFO : Epoch 1909 | loss: 0.0312134 | val_loss: 0.0312078 | Time: 6157.39 ms [2022-03-17 13:16:05 main:574] : INFO : Epoch 1910 | loss: 0.0312108 | val_loss: 0.0312122 | Time: 5837.49 ms [2022-03-17 13:16:10 main:574] : INFO : Epoch 1911 | loss: 0.0312124 | val_loss: 0.0312294 | Time: 5673.2 ms [2022-03-17 13:16:16 main:574] : INFO : Epoch 1912 | loss: 0.0312161 | val_loss: 0.0312085 | Time: 5578.84 ms [2022-03-17 13:16:21 main:574] : INFO : Epoch 1913 | loss: 0.031211 | val_loss: 0.0312095 | Time: 5506.27 ms [2022-03-17 13:16:27 main:574] : INFO : Epoch 1914 | loss: 0.0312114 | val_loss: 0.03121 | Time: 5455.7 ms [2022-03-17 13:16:32 main:574] : INFO : Epoch 1915 | loss: 0.0312098 | val_loss: 0.0312075 | Time: 5539.06 ms [2022-03-17 13:16:38 main:574] : INFO : Epoch 1916 | loss: 0.0312116 | val_loss: 0.0312083 | Time: 5491.06 ms [2022-03-17 13:16:43 main:574] : INFO : Epoch 1917 | loss: 0.0312168 | val_loss: 0.0312073 | Time: 5440.53 ms [2022-03-17 13:16:49 main:574] : INFO : Epoch 1918 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 5712.7 ms [2022-03-17 13:16:55 main:574] : INFO : Epoch 1919 | loss: 0.0312104 | val_loss: 0.0312105 | Time: 5823.31 ms [2022-03-17 13:17:01 main:574] : INFO : Epoch 1920 | loss: 0.0312104 | val_loss: 0.0312083 | Time: 5662.84 ms [2022-03-17 13:17:06 main:574] : INFO : Epoch 1921 | loss: 0.031211 | val_loss: 0.0312077 | Time: 5463.11 ms [2022-03-17 13:17:12 main:574] : INFO : Epoch 1922 | loss: 0.0312136 | val_loss: 0.0312158 | Time: 5449.17 ms [2022-03-17 13:17:17 main:574] : INFO : Epoch 1923 | loss: 0.0312098 | val_loss: 0.0312067 | Time: 5387.38 ms [2022-03-17 13:17:23 main:574] : INFO : Epoch 1924 | loss: 0.0312109 | val_loss: 0.0312101 | Time: 5707.82 ms [2022-03-17 13:17:28 main:574] : INFO : Epoch 1925 | loss: 0.0312103 | val_loss: 0.0312075 | Time: 5659.06 ms [2022-03-17 13:17:34 main:574] : INFO : Epoch 1926 | loss: 0.0312131 | val_loss: 0.0312069 | Time: 5635.35 ms [2022-03-17 13:17:40 main:574] : INFO : Epoch 1927 | loss: 0.0312143 | val_loss: 0.0312114 | Time: 5756.66 ms [2022-03-17 13:17:46 main:574] : INFO : Epoch 1928 | loss: 0.0312099 | val_loss: 0.0312063 | Time: 6548.39 ms [2022-03-17 13:17:53 main:574] : INFO : Epoch 1929 | loss: 0.0312088 | val_loss: 0.0312069 | Time: 6491.8 ms [2022-03-17 13:17:59 main:574] : INFO : Epoch 1930 | loss: 0.0312084 | val_loss: 0.0312081 | Time: 5963.85 ms [2022-03-17 13:18:05 main:574] : INFO : Epoch 1931 | loss: 0.0312099 | val_loss: 0.0312075 | Time: 6358.47 ms [2022-03-17 13:18:11 main:574] : INFO : Epoch 1932 | loss: 0.0312158 | val_loss: 0.0312168 | Time: 6052.25 ms [2022-03-17 13:18:17 main:574] : INFO : Epoch 1933 | loss: 0.0312124 | val_loss: 0.0312079 | Time: 6110.99 ms [2022-03-17 13:18:23 main:574] : INFO : Epoch 1934 | loss: 0.0312101 | val_loss: 0.0312156 | Time: 6128.52 ms [2022-03-17 13:18:29 main:574] : INFO : Epoch 1935 | loss: 0.0312118 | val_loss: 0.0312117 | Time: 5750.81 ms [2022-03-17 13:18:35 main:574] : INFO : Epoch 1936 | loss: 0.0312099 | val_loss: 0.0312083 | Time: 5911.87 ms [2022-03-17 13:18:42 main:574] : INFO : Epoch 1937 | loss: 0.0312095 | val_loss: 0.0312082 | Time: 6648.34 ms [2022-03-17 13:18:48 main:574] : INFO : Epoch 1938 | loss: 0.0312143 | val_loss: 0.0312082 | Time: 6110 ms [2022-03-17 13:18:54 main:574] : INFO : Epoch 1939 | loss: 0.0312092 | val_loss: 0.0312125 | Time: 5908.63 ms [2022-03-17 13:18:59 main:574] : INFO : Epoch 1940 | loss: 0.0312132 | val_loss: 0.0312065 | Time: 5696.25 ms [2022-03-17 13:19:05 main:574] : INFO : Epoch 1941 | loss: 0.0312081 | val_loss: 0.0312052 | Time: 5479.39 ms [2022-03-17 13:19:11 main:574] : INFO : Epoch 1942 | loss: 0.0312076 | val_loss: 0.0312066 | Time: 5718.01 ms [2022-03-17 13:19:16 main:574] : INFO : Epoch 1943 | loss: 0.0312072 | val_loss: 0.0312059 | Time: 5532.44 ms [2022-03-17 13:19:22 main:574] : INFO : Epoch 1944 | loss: 0.031209 | val_loss: 0.0312102 | Time: 5551.45 ms [2022-03-17 13:19:27 main:574] : INFO : Epoch 1945 | loss: 0.0312095 | val_loss: 0.0312094 | Time: 5498.02 ms [2022-03-17 13:19:33 main:574] : INFO : Epoch 1946 | loss: 0.031216 | val_loss: 0.0312205 | Time: 5475.17 ms [2022-03-17 13:19:38 main:574] : INFO : Epoch 1947 | loss: 0.0312095 | val_loss: 0.0312061 | Time: 5513.79 ms [2022-03-17 13:19:44 main:574] : INFO : Epoch 1948 | loss: 0.0312085 | val_loss: 0.0312068 | Time: 5443.56 ms [2022-03-17 13:19:49 main:574] : INFO : Epoch 1949 | loss: 0.0312094 | val_loss: 0.0312058 | Time: 5650.77 ms [2022-03-17 13:19:55 main:574] : INFO : Epoch 1950 | loss: 0.0312073 | val_loss: 0.0312092 | Time: 5544.59 ms [2022-03-17 13:20:00 main:574] : INFO : Epoch 1951 | loss: 0.0312081 | val_loss: 0.0312053 | Time: 5467.45 ms [2022-03-17 13:20:06 main:574] : INFO : Epoch 1952 | loss: 0.0312058 | val_loss: 0.0312064 | Time: 5607.4 ms [2022-03-17 13:20:11 main:574] : INFO : Epoch 1953 | loss: 0.031208 | val_loss: 0.031208 | Time: 5464.01 ms [2022-03-17 13:20:17 main:574] : INFO : Epoch 1954 | loss: 0.0312068 | val_loss: 0.031204 | Time: 5761.04 ms [2022-03-17 13:20:23 main:574] : INFO : Epoch 1955 | loss: 0.0312049 | val_loss: 0.0312034 | Time: 5841.39 ms [2022-03-17 13:20:29 main:574] : INFO : Epoch 1956 | loss: 0.0312064 | val_loss: 0.0312096 | Time: 5806.31 ms [2022-03-17 13:20:35 main:574] : INFO : Epoch 1957 | loss: 0.03121 | val_loss: 0.0312148 | Time: 5720.99 ms [2022-03-17 13:20:40 main:574] : INFO : Epoch 1958 | loss: 0.0312063 | val_loss: 0.031203 | Time: 5565.1 ms [2022-03-17 13:20:46 main:574] : INFO : Epoch 1959 | loss: 0.0312069 | val_loss: 0.0312069 | Time: 5388.1 ms [2022-03-17 13:20:51 main:574] : INFO : Epoch 1960 | loss: 0.0312064 | val_loss: 0.0312027 | Time: 5534.53 ms [2022-03-17 13:20:57 main:574] : INFO : Epoch 1961 | loss: 0.0312042 | val_loss: 0.0312029 | Time: 5554.67 ms [2022-03-17 13:21:02 main:574] : INFO : Epoch 1962 | loss: 0.031205 | val_loss: 0.0312041 | Time: 5479.67 ms [2022-03-17 13:21:08 main:574] : INFO : Epoch 1963 | loss: 0.0312057 | val_loss: 0.0312027 | Time: 5493.43 ms [2022-03-17 13:21:13 main:574] : INFO : Epoch 1964 | loss: 0.0312059 | val_loss: 0.0312077 | Time: 5407.54 ms [2022-03-17 13:21:19 main:574] : INFO : Epoch 1965 | loss: 0.0312104 | val_loss: 0.0312025 | Time: 5445.04 ms [2022-03-17 13:21:24 main:574] : INFO : Epoch 1966 | loss: 0.0312047 | val_loss: 0.0312073 | Time: 5518.38 ms [2022-03-17 13:21:30 main:574] : INFO : Epoch 1967 | loss: 0.0312047 | val_loss: 0.031205 | Time: 5477.7 ms [2022-03-17 13:21:35 main:574] : INFO : Epoch 1968 | loss: 0.0312036 | val_loss: 0.0312035 | Time: 5534.14 ms [2022-03-17 13:21:41 main:574] : INFO : Epoch 1969 | loss: 0.0312053 | val_loss: 0.0312127 | Time: 5583.29 ms [2022-03-17 13:21:46 main:574] : INFO : Epoch 1970 | loss: 0.0312084 | val_loss: 0.0312102 | Time: 5530.62 ms [2022-03-17 13:21:52 main:574] : INFO : Epoch 1971 | loss: 0.0312086 | val_loss: 0.0312048 | Time: 5887.31 ms [2022-03-17 13:21:58 main:574] : INFO : Epoch 1972 | loss: 0.0312048 | val_loss: 0.0312049 | Time: 5740.92 ms [2022-03-17 13:22:04 main:574] : INFO : Epoch 1973 | loss: 0.031205 | val_loss: 0.0312022 | Time: 6396.85 ms [2022-03-17 13:22:11 main:574] : INFO : Epoch 1974 | loss: 0.0312038 | val_loss: 0.0312016 | Time: 6512.74 ms [2022-03-17 13:22:17 main:574] : INFO : Epoch 1975 | loss: 0.0312036 | val_loss: 0.0312055 | Time: 6578.49 ms [2022-03-17 13:22:23 main:574] : INFO : Epoch 1976 | loss: 0.0312036 | val_loss: 0.0312032 | Time: 5903.12 ms [2022-03-17 13:22:29 main:574] : INFO : Epoch 1977 | loss: 0.0312033 | val_loss: 0.031205 | Time: 5939.49 ms [2022-03-17 13:22:35 main:574] : INFO : Epoch 1978 | loss: 0.0312032 | val_loss: 0.0312001 | Time: 5901.57 ms [2022-03-17 13:22:41 main:574] : INFO : Epoch 1979 | loss: 0.031203 | val_loss: 0.0312002 | Time: 5805.56 ms [2022-03-17 13:22:47 main:574] : INFO : Epoch 1980 | loss: 0.031202 | val_loss: 0.0311997 | Time: 5677.54 ms [2022-03-17 13:22:52 main:574] : INFO : Epoch 1981 | loss: 0.0312041 | val_loss: 0.0312014 | Time: 5724.21 ms [2022-03-17 13:22:58 main:574] : INFO : Epoch 1982 | loss: 0.0312057 | val_loss: 0.0312004 | Time: 5787.68 ms [2022-03-17 13:23:05 main:574] : INFO : Epoch 1983 | loss: 0.0312064 | val_loss: 0.0312148 | Time: 6586.73 ms [2022-03-17 13:23:12 main:574] : INFO : Epoch 1984 | loss: 0.0312119 | val_loss: 0.0312327 | Time: 6921.81 ms [2022-03-17 13:23:19 main:574] : INFO : Epoch 1985 | loss: 0.0312149 | val_loss: 0.0312018 | Time: 6982.95 ms [2022-03-17 13:23:25 main:574] : INFO : Epoch 1986 | loss: 0.0312048 | val_loss: 0.0311998 | Time: 6644.84 ms [2022-03-17 13:23:32 main:574] : INFO : Epoch 1987 | loss: 0.0312015 | val_loss: 0.0312007 | Time: 6818.52 ms [2022-03-17 13:23:39 main:574] : INFO : Epoch 1988 | loss: 0.0312026 | val_loss: 0.0311998 | Time: 6407.23 ms [2022-03-17 13:23:45 main:574] : INFO : Epoch 1989 | loss: 0.0312052 | val_loss: 0.0312079 | Time: 6718.73 ms [2022-03-17 13:23:52 main:574] : INFO : Epoch 1990 | loss: 0.0312013 | val_loss: 0.0312016 | Time: 7017.46 ms [2022-03-17 13:23:59 main:574] : INFO : Epoch 1991 | loss: 0.0312032 | val_loss: 0.0312003 | Time: 6475.42 ms [2022-03-17 13:24:05 main:574] : INFO : Epoch 1992 | loss: 0.0312028 | val_loss: 0.0311994 | Time: 6066.95 ms [2022-03-17 13:24:11 main:574] : INFO : Epoch 1993 | loss: 0.0312016 | val_loss: 0.0312015 | Time: 6286.9 ms [2022-03-17 13:24:17 main:574] : INFO : Epoch 1994 | loss: 0.0312018 | val_loss: 0.0312023 | Time: 6230.79 ms [2022-03-17 13:24:24 main:574] : INFO : Epoch 1995 | loss: 0.031205 | val_loss: 0.0312079 | Time: 6736.53 ms [2022-03-17 13:24:30 main:574] : INFO : Epoch 1996 | loss: 0.0312066 | val_loss: 0.0312023 | Time: 6120.55 ms [2022-03-17 13:24:37 main:574] : INFO : Epoch 1997 | loss: 0.031202 | val_loss: 0.0312028 | Time: 6413.06 ms [2022-03-17 13:24:43 main:574] : INFO : Epoch 1998 | loss: 0.031201 | val_loss: 0.0311997 | Time: 6760.09 ms [2022-03-17 13:24:50 main:574] : INFO : Epoch 1999 | loss: 0.0311994 | val_loss: 0.0311994 | Time: 6415.43 ms [2022-03-17 13:24:56 main:574] : INFO : Epoch 2000 | loss: 0.0311991 | val_loss: 0.0311983 | Time: 6409.17 ms [2022-03-17 13:25:03 main:574] : INFO : Epoch 2001 | loss: 0.0312003 | val_loss: 0.0312 | Time: 6921.5 ms [2022-03-17 13:25:10 main:574] : INFO : Epoch 2002 | loss: 0.0312054 | val_loss: 0.0311993 | Time: 6728.58 ms [2022-03-17 13:25:16 main:574] : INFO : Epoch 2003 | loss: 0.0312042 | val_loss: 0.0311993 | Time: 6433.93 ms [2022-03-17 13:25:23 main:574] : INFO : Epoch 2004 | loss: 0.0312013 | val_loss: 0.0312 | Time: 6249.56 ms [2022-03-17 13:25:29 main:574] : INFO : Epoch 2005 | loss: 0.0312012 | val_loss: 0.0311993 | Time: 5923.77 ms [2022-03-17 13:25:35 main:574] : INFO : Epoch 2006 | loss: 0.0312047 | val_loss: 0.0312018 | Time: 6008.28 ms [2022-03-17 13:25:41 main:574] : INFO : Epoch 2007 | loss: 0.0311993 | val_loss: 0.0311981 | Time: 6037.2 ms [2022-03-17 13:25:47 main:574] : INFO : Epoch 2008 | loss: 0.0311994 | val_loss: 0.031198 | Time: 6305.48 ms [2022-03-17 13:25:53 main:574] : INFO : Epoch 2009 | loss: 0.0312011 | val_loss: 0.0311991 | Time: 5651.66 ms [2022-03-17 13:25:58 main:574] : INFO : Epoch 2010 | loss: 0.0312003 | val_loss: 0.0311986 | Time: 5627.54 ms [2022-03-17 13:26:04 main:574] : INFO : Epoch 2011 | loss: 0.0311996 | val_loss: 0.031199 | Time: 5634.75 ms [2022-03-17 13:26:10 main:574] : INFO : Epoch 2012 | loss: 0.0312028 | val_loss: 0.0311995 | Time: 5677.5 ms [2022-03-17 13:26:15 main:574] : INFO : Epoch 2013 | loss: 0.0312015 | val_loss: 0.0312021 | Time: 5826.48 ms [2022-03-17 13:26:21 main:574] : INFO : Epoch 2014 | loss: 0.0312001 | val_loss: 0.031197 | Time: 5853.86 ms [2022-03-17 13:26:27 main:574] : INFO : Epoch 2015 | loss: 0.0312 | val_loss: 0.0312028 | Time: 5680.69 ms [2022-03-17 13:26:33 main:574] : INFO : Epoch 2016 | loss: 0.0311999 | val_loss: 0.0312051 | Time: 5654.97 ms [2022-03-17 13:26:38 main:574] : INFO : Epoch 2017 | loss: 0.0312034 | val_loss: 0.0312053 | Time: 5614.87 ms [2022-03-17 13:26:44 main:574] : INFO : Epoch 2018 | loss: 0.0312 | val_loss: 0.0311993 | Time: 5584.65 ms [2022-03-17 13:26:50 main:574] : INFO : Epoch 2019 | loss: 0.0311998 | val_loss: 0.0311992 | Time: 5634.79 ms [2022-03-17 13:26:55 main:574] : INFO : Epoch 2020 | loss: 0.0312023 | val_loss: 0.031199 | Time: 5756.27 ms [2022-03-17 13:27:01 main:574] : INFO : Epoch 2021 | loss: 0.0311989 | val_loss: 0.0311975 | Time: 5686.3 ms [2022-03-17 13:27:07 main:574] : INFO : Epoch 2022 | loss: 0.0311975 | val_loss: 0.0311992 | Time: 6044.66 ms [2022-03-17 13:27:13 main:574] : INFO : Epoch 2023 | loss: 0.0312006 | val_loss: 0.0312083 | Time: 5691.99 ms [2022-03-17 13:27:19 main:574] : INFO : Epoch 2024 | loss: 0.0312038 | val_loss: 0.0312053 | Time: 6583.49 ms [2022-03-17 13:27:25 main:574] : INFO : Epoch 2025 | loss: 0.0311976 | val_loss: 0.0311958 | Time: 5872.46 ms [2022-03-17 13:27:31 main:574] : INFO : Epoch 2026 | loss: 0.0311982 | val_loss: 0.0311973 | Time: 5775.43 ms [2022-03-17 13:27:37 main:574] : INFO : Epoch 2027 | loss: 0.0312031 | val_loss: 0.0312035 | Time: 5736.01 ms [2022-03-17 13:27:42 main:574] : INFO : Epoch 2028 | loss: 0.0311988 | val_loss: 0.0311964 | Time: 5716.57 ms [2022-03-17 13:27:48 main:574] : INFO : Epoch 2029 | loss: 0.0311993 | val_loss: 0.0311969 | Time: 5758.88 ms [2022-03-17 13:27:54 main:574] : INFO : Epoch 2030 | loss: 0.0311984 | val_loss: 0.0311952 | Time: 6002.65 ms [2022-03-17 13:28:01 main:574] : INFO : Epoch 2031 | loss: 0.0311963 | val_loss: 0.0311945 | Time: 6329.77 ms [2022-03-17 13:28:07 main:574] : INFO : Epoch 2032 | loss: 0.0311964 | val_loss: 0.0311957 | Time: 6549.48 ms [2022-03-17 13:28:13 main:574] : INFO : Epoch 2033 | loss: 0.0311963 | val_loss: 0.0311942 | Time: 5803.74 ms [2022-03-17 13:28:19 main:574] : INFO : Epoch 2034 | loss: 0.0311957 | val_loss: 0.031195 | Time: 6485.68 ms [2022-03-17 13:28:25 main:574] : INFO : Epoch 2035 | loss: 0.0311952 | val_loss: 0.0311958 | Time: 5686.63 ms [2022-03-17 13:28:31 main:574] : INFO : Epoch 2036 | loss: 0.0311985 | val_loss: 0.0311975 | Time: 5844.98 ms [2022-03-17 13:28:37 main:574] : INFO : Epoch 2037 | loss: 0.0311952 | val_loss: 0.0311944 | Time: 6321.91 ms [2022-03-17 13:28:44 main:574] : INFO : Epoch 2038 | loss: 0.0311952 | val_loss: 0.0311954 | Time: 6253.47 ms [2022-03-17 13:28:49 main:574] : INFO : Epoch 2039 | loss: 0.0311963 | val_loss: 0.0312038 | Time: 5882.91 ms [2022-03-17 13:28:55 main:574] : INFO : Epoch 2040 | loss: 0.0311961 | val_loss: 0.0311956 | Time: 5658.76 ms [2022-03-17 13:29:01 main:574] : INFO : Epoch 2041 | loss: 0.0311971 | val_loss: 0.0311965 | Time: 5880.99 ms [2022-03-17 13:29:07 main:574] : INFO : Epoch 2042 | loss: 0.0311943 | val_loss: 0.0311931 | Time: 6238.44 ms [2022-03-17 13:29:13 main:574] : INFO : Epoch 2043 | loss: 0.0311939 | val_loss: 0.031193 | Time: 5725.04 ms [2022-03-17 13:29:19 main:574] : INFO : Epoch 2044 | loss: 0.0311949 | val_loss: 0.0311956 | Time: 6355.52 ms [2022-03-17 13:29:26 main:574] : INFO : Epoch 2045 | loss: 0.0311947 | val_loss: 0.031195 | Time: 6744.97 ms [2022-03-17 13:29:32 main:574] : INFO : Epoch 2046 | loss: 0.031197 | val_loss: 0.0311938 | Time: 5717.08 ms [2022-03-17 13:29:38 main:574] : INFO : Epoch 2047 | loss: 0.0311964 | val_loss: 0.0311993 | Time: 5981.65 ms [2022-03-17 13:29:44 main:574] : INFO : Epoch 2048 | loss: 0.0311961 | val_loss: 0.0311926 | Time: 5857.28 ms [2022-03-17 13:29:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311926 [2022-03-17 13:29:44 main:603] : INFO : Saving end state to config to file [2022-03-17 13:29:44 main:608] : INFO : Success, exiting.. 13:29:44 (12568): 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)