Task 14624708
| Name | ParityModified-1647048987-11152-3-0_0 |
| Workunit | 11639727 |
| Created | 19 Apr 2022, 8:02:40 UTC |
| Sent | 19 Apr 2022, 8:02:47 UTC |
| Report deadline | 27 Apr 2022, 8:02:47 UTC |
| Received | 19 Apr 2022, 9:14:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 8 sec |
| CPU time | 38 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2-04-19 03:04:44 main:574] : INFO : Epoch 1542 | loss: 0.0312149 | val_loss: 0.0312154 | Time: 1149.93 ms [2022-04-19 03:04:45 main:574] : INFO : Epoch 1543 | loss: 0.0312152 | val_loss: 0.0312159 | Time: 1126.61 ms [2022-04-19 03:04:46 main:574] : INFO : Epoch 1544 | loss: 0.0312164 | val_loss: 0.0312186 | Time: 1151.93 ms [2022-04-19 03:04:47 main:574] : INFO : Epoch 1545 | loss: 0.0312151 | val_loss: 0.0312158 | Time: 1167.67 ms [2022-04-19 03:04:48 main:574] : INFO : Epoch 1546 | loss: 0.031214 | val_loss: 0.0312193 | Time: 1139.17 ms [2022-04-19 03:04:50 main:574] : INFO : Epoch 1547 | loss: 0.0312146 | val_loss: 0.0312159 | Time: 1142.68 ms [2022-04-19 03:04:51 main:574] : INFO : Epoch 1548 | loss: 0.0312146 | val_loss: 0.0312156 | Time: 1148.12 ms [2022-04-19 03:04:52 main:574] : INFO : Epoch 1549 | loss: 0.0312136 | val_loss: 0.031216 | Time: 1131.26 ms [2022-04-19 03:04:53 main:574] : INFO : Epoch 1550 | loss: 0.0312146 | val_loss: 0.0312163 | Time: 1137.72 ms [2022-04-19 03:04:54 main:574] : INFO : Epoch 1551 | loss: 0.0312127 | val_loss: 0.0312153 | Time: 1128.1 ms [2022-04-19 03:04:55 main:574] : INFO : Epoch 1552 | loss: 0.031213 | val_loss: 0.031216 | Time: 1143.52 ms [2022-04-19 03:04:56 main:574] : INFO : Epoch 1553 | loss: 0.0312132 | val_loss: 0.0312164 | Time: 1139.93 ms [2022-04-19 03:04:58 main:574] : INFO : Epoch 1554 | loss: 0.0312133 | val_loss: 0.0312167 | Time: 1131.97 ms [2022-04-19 03:04:59 main:574] : INFO : Epoch 1555 | loss: 0.0312139 | val_loss: 0.0312155 | Time: 1128.74 ms [2022-04-19 03:05:00 main:574] : INFO : Epoch 1556 | loss: 0.0312134 | val_loss: 0.0312161 | Time: 1125.08 ms [2022-04-19 03:05:01 main:574] : INFO : Epoch 1557 | loss: 0.0312131 | val_loss: 0.0312153 | Time: 1135.16 ms [2022-04-19 03:05:02 main:574] : INFO : Epoch 1558 | loss: 0.0312126 | val_loss: 0.0312187 | Time: 1151.65 ms [2022-04-19 03:05:03 main:574] : INFO : Epoch 1559 | loss: 0.0312136 | val_loss: 0.0312165 | Time: 1138.88 ms [2022-04-19 03:05:04 main:574] : INFO : Epoch 1560 | loss: 0.0312126 | val_loss: 0.0312178 | Time: 1137.51 ms [2022-04-19 03:05:06 main:574] : INFO : Epoch 1561 | loss: 0.0312128 | val_loss: 0.0312152 | Time: 1131.47 ms [2022-04-19 03:05:07 main:574] : INFO : Epoch 1562 | loss: 0.0312122 | val_loss: 0.031219 | Time: 1126.03 ms [2022-04-19 03:05:08 main:574] : INFO : Epoch 1563 | loss: 0.0312132 | val_loss: 0.0312154 | Time: 1148.78 ms [2022-04-19 03:05:09 main:574] : INFO : Epoch 1564 | loss: 0.0312136 | val_loss: 0.0312174 | Time: 1156.02 ms [2022-04-19 03:05:10 main:574] : INFO : Epoch 1565 | loss: 0.031217 | val_loss: 0.0312236 | Time: 1128.76 ms [2022-04-19 03:05:11 main:574] : INFO : Epoch 1566 | loss: 0.0312191 | val_loss: 0.0312174 | Time: 1135.8 ms [2022-04-19 03:05:12 main:574] : INFO : Epoch 1567 | loss: 0.0312167 | val_loss: 0.0312171 | Time: 1138.95 ms [2022-04-19 03:05:14 main:574] : INFO : Epoch 1568 | loss: 0.0312165 | val_loss: 0.0312167 | Time: 1140.48 ms [2022-04-19 03:05:15 main:574] : INFO : Epoch 1569 | loss: 0.0312146 | val_loss: 0.0312157 | Time: 1149.15 ms [2022-04-19 03:05:16 main:574] : INFO : Epoch 1570 | loss: 0.0312149 | val_loss: 0.0312184 | Time: 1139.82 ms [2022-04-19 03:05:17 main:574] : INFO : Epoch 1571 | loss: 0.0312145 | val_loss: 0.0312157 | Time: 1116.71 ms [2022-04-19 03:05:18 main:574] : INFO : Epoch 1572 | loss: 0.0312146 | val_loss: 0.031215 | Time: 1143.45 ms [2022-04-19 03:05:19 main:574] : INFO : Epoch 1573 | loss: 0.0312141 | val_loss: 0.0312149 | Time: 1155.2 ms [2022-04-19 03:05:20 main:574] : INFO : Epoch 1574 | loss: 0.0312137 | val_loss: 0.0312155 | Time: 1145.84 ms [2022-04-19 03:05:22 main:574] : INFO : Epoch 1575 | loss: 0.0312139 | val_loss: 0.0312148 | Time: 1151.16 ms [2022-04-19 03:05:23 main:574] : INFO : Epoch 1576 | loss: 0.0312147 | val_loss: 0.0312226 | Time: 1131.03 ms [2022-04-19 03:05:24 main:574] : INFO : Epoch 1577 | loss: 0.0312141 | val_loss: 0.0312145 | Time: 1145.4 ms [2022-04-19 03:05:25 main:574] : INFO : Epoch 1578 | loss: 0.0312131 | val_loss: 0.0312158 | Time: 1144.23 ms [2022-04-19 03:05:26 main:574] : INFO : Epoch 1579 | loss: 0.0312127 | val_loss: 0.0312184 | Time: 1148.76 ms [2022-04-19 03:05:27 main:574] : INFO : Epoch 1580 | loss: 0.0312136 | val_loss: 0.0312139 | Time: 1139.73 ms [2022-04-19 03:05:28 main:574] : INFO : Epoch 1581 | loss: 0.0312119 | val_loss: 0.0312142 | Time: 1148.24 ms [2022-04-19 03:05:30 main:574] : INFO : Epoch 1582 | loss: 0.0312134 | val_loss: 0.0312165 | Time: 1149.52 ms [2022-04-19 03:05:31 main:574] : INFO : Epoch 1583 | loss: 0.0312144 | val_loss: 0.0312164 | Time: 1123.33 ms [2022-04-19 03:05:32 main:574] : INFO : Epoch 1584 | loss: 0.0312152 | val_loss: 0.0312152 | Time: 1141.1 ms [2022-04-19 03:05:33 main:574] : INFO : Epoch 1585 | loss: 0.0312135 | val_loss: 0.0312198 | Time: 1133.09 ms [2022-04-19 03:05:34 main:574] : INFO : Epoch 1586 | loss: 0.0312163 | val_loss: 0.0312202 | Time: 1139.06 ms [2022-04-19 03:05:35 main:574] : INFO : Epoch 1587 | loss: 0.0312136 | val_loss: 0.0312142 | Time: 1132.68 ms [2022-04-19 03:05:36 main:574] : INFO : Epoch 1588 | loss: 0.0312131 | val_loss: 0.0312149 | Time: 1126.9 ms [2022-04-19 03:05:38 main:574] : INFO : Epoch 1589 | loss: 0.0312129 | val_loss: 0.031214 | Time: 1144.63 ms [2022-04-19 03:05:39 main:574] : INFO : Epoch 1590 | loss: 0.0312145 | val_loss: 0.0312144 | Time: 1144.75 ms [2022-04-19 03:05:40 main:574] : INFO : Epoch 1591 | loss: 0.0312138 | val_loss: 0.0312141 | Time: 1151.6 ms [2022-04-19 03:05:41 main:574] : INFO : Epoch 1592 | loss: 0.0312126 | val_loss: 0.0312152 | Time: 1131.38 ms [2022-04-19 03:05:42 main:574] : INFO : Epoch 1593 | loss: 0.031217 | val_loss: 0.0312295 | Time: 1149.36 ms [2022-04-19 03:05:43 main:574] : INFO : Epoch 1594 | loss: 0.0312168 | val_loss: 0.0312165 | Time: 1129.72 ms [2022-04-19 03:05:45 main:574] : INFO : Epoch 1595 | loss: 0.0312131 | val_loss: 0.0312146 | Time: 1127.19 ms [2022-04-19 03:05:46 main:574] : INFO : Epoch 1596 | loss: 0.0312132 | val_loss: 0.0312153 | Time: 1127.88 ms [2022-04-19 03:05:47 main:574] : INFO : Epoch 1597 | loss: 0.0312149 | val_loss: 0.0312145 | Time: 1133.83 ms [2022-04-19 03:05:48 main:574] : INFO : Epoch 1598 | loss: 0.0312136 | val_loss: 0.0312177 | Time: 1120.19 ms [2022-04-19 03:05:49 main:574] : INFO : Epoch 1599 | loss: 0.0312137 | val_loss: 0.0312142 | Time: 1134.42 ms [2022-04-19 03:05:50 main:574] : INFO : Epoch 1600 | loss: 0.0312137 | val_loss: 0.0312196 | Time: 1144.58 ms [2022-04-19 03:05:51 main:574] : INFO : Epoch 1601 | loss: 0.0312142 | val_loss: 0.0312181 | Time: 1139.83 ms [2022-04-19 03:05:52 main:574] : INFO : Epoch 1602 | loss: 0.0312137 | val_loss: 0.0312213 | Time: 1137.8 ms [2022-04-19 03:05:54 main:574] : INFO : Epoch 1603 | loss: 0.0312138 | val_loss: 0.0312171 | Time: 1132.19 ms [2022-04-19 03:05:55 main:574] : INFO : Epoch 1604 | loss: 0.0312148 | val_loss: 0.0312183 | Time: 1145.48 ms [2022-04-19 03:05:56 main:574] : INFO : Epoch 1605 | loss: 0.0312138 | val_loss: 0.0312153 | Time: 1128.34 ms [2022-04-19 03:05:57 main:574] : INFO : Epoch 1606 | loss: 0.0312131 | val_loss: 0.0312141 | Time: 1152.62 ms [2022-04-19 03:05:58 main:574] : INFO : Epoch 1607 | loss: 0.0312127 | val_loss: 0.0312143 | Time: 1136.22 ms [2022-04-19 03:05:59 main:574] : INFO : Epoch 1608 | loss: 0.0312134 | val_loss: 0.0312151 | Time: 1121.27 ms [2022-04-19 03:06:00 main:574] : INFO : Epoch 1609 | loss: 0.0312133 | val_loss: 0.0312135 | Time: 1149.3 ms [2022-04-19 03:06:02 main:574] : INFO : Epoch 1610 | loss: 0.0312122 | val_loss: 0.0312148 | Time: 1125.33 ms [2022-04-19 03:06:03 main:574] : INFO : Epoch 1611 | loss: 0.0312122 | val_loss: 0.0312182 | Time: 1139.9 ms [2022-04-19 03:06:04 main:574] : INFO : Epoch 1612 | loss: 0.0312133 | val_loss: 0.0312142 | Time: 1117.61 ms [2022-04-19 03:06:05 main:574] : INFO : Epoch 1613 | loss: 0.031214 | val_loss: 0.0312156 | Time: 1151.75 ms [2022-04-19 03:06:06 main:574] : INFO : Epoch 1614 | loss: 0.0312137 | val_loss: 0.031215 | Time: 1129.87 ms [2022-04-19 03:06:07 main:574] : INFO : Epoch 1615 | loss: 0.031214 | val_loss: 0.0312149 | Time: 1141.48 ms [2022-04-19 03:06:08 main:574] : INFO : Epoch 1616 | loss: 0.0312144 | val_loss: 0.0312138 | Time: 1132.62 ms [2022-04-19 03:06:10 main:574] : INFO : Epoch 1617 | loss: 0.0312127 | val_loss: 0.0312148 | Time: 1141.4 ms [2022-04-19 03:06:11 main:574] : INFO : Epoch 1618 | loss: 0.0312126 | val_loss: 0.0312174 | Time: 1117.43 ms [2022-04-19 03:06:12 main:574] : INFO : Epoch 1619 | loss: 0.0312146 | val_loss: 0.0312188 | Time: 1136.04 ms [2022-04-19 03:06:13 main:574] : INFO : Epoch 1620 | loss: 0.0312132 | val_loss: 0.0312138 | Time: 1134.05 ms [2022-04-19 03:06:14 main:574] : INFO : Epoch 1621 | loss: 0.0312125 | val_loss: 0.0312185 | Time: 1146.58 ms [2022-04-19 03:06:15 main:574] : INFO : Epoch 1622 | loss: 0.0312126 | val_loss: 0.0312138 | Time: 1129.73 ms [2022-04-19 03:06:16 main:574] : INFO : Epoch 1623 | loss: 0.0312119 | val_loss: 0.0312135 | Time: 1123.49 ms [2022-04-19 03:06:18 main:574] : INFO : Epoch 1624 | loss: 0.0312121 | val_loss: 0.0312178 | Time: 1133.06 ms [2022-04-19 03:06:19 main:574] : INFO : Epoch 1625 | loss: 0.0312165 | val_loss: 0.0312215 | Time: 1150.83 ms [2022-04-19 03:06:20 main:574] : INFO : Epoch 1626 | loss: 0.0312138 | val_loss: 0.0312136 | Time: 1129.25 ms [2022-04-19 03:06:21 main:574] : INFO : Epoch 1627 | loss: 0.0312127 | val_loss: 0.0312136 | Time: 1142.7 ms [2022-04-19 03:06:22 main:574] : INFO : Epoch 1628 | loss: 0.0312152 | val_loss: 0.0312166 | Time: 1143.42 ms [2022-04-19 03:06:23 main:574] : INFO : Epoch 1629 | loss: 0.0312157 | val_loss: 0.0312165 | Time: 1128.44 ms [2022-04-19 03:06:24 main:574] : INFO : Epoch 1630 | loss: 0.0312138 | val_loss: 0.0312209 | Time: 1133.26 ms [2022-04-19 03:06:26 main:574] : INFO : Epoch 1631 | loss: 0.0312136 | val_loss: 0.0312196 | Time: 1131.07 ms [2022-04-19 03:06:27 main:574] : INFO : Epoch 1632 | loss: 0.0312158 | val_loss: 0.0312152 | Time: 1141.3 ms [2022-04-19 03:06:28 main:574] : INFO : Epoch 1633 | loss: 0.0312126 | val_loss: 0.031216 | Time: 1146.99 ms [2022-04-19 03:06:29 main:574] : INFO : Epoch 1634 | loss: 0.0312205 | val_loss: 0.0312166 | Time: 1151.16 ms [2022-04-19 03:06:30 main:574] : INFO : Epoch 1635 | loss: 0.0312199 | val_loss: 0.0312165 | Time: 1132.27 ms [2022-04-19 03:06:31 main:574] : INFO : Epoch 1636 | loss: 0.0312129 | val_loss: 0.0312136 | Time: 1126.77 ms [2022-04-19 03:06:32 main:574] : INFO : Epoch 1637 | loss: 0.0312119 | val_loss: 0.0312175 | Time: 1147.11 ms [2022-04-19 03:06:34 main:574] : INFO : Epoch 1638 | loss: 0.0312135 | val_loss: 0.0312155 | Time: 1132.47 ms [2022-04-19 03:06:35 main:574] : INFO : Epoch 1639 | loss: 0.0312119 | val_loss: 0.0312139 | Time: 1138.55 ms [2022-04-19 03:06:36 main:574] : INFO : Epoch 1640 | loss: 0.0312114 | val_loss: 0.0312135 | Time: 1133.86 ms [2022-04-19 03:06:37 main:574] : INFO : Epoch 1641 | loss: 0.0312126 | val_loss: 0.0312141 | Time: 1139.45 ms [2022-04-19 03:06:38 main:574] : INFO : Epoch 1642 | loss: 0.031214 | val_loss: 0.0312181 | Time: 1137.72 ms [2022-04-19 03:06:39 main:574] : INFO : Epoch 1643 | loss: 0.0312128 | val_loss: 0.0312159 | Time: 1141.92 ms [2022-04-19 03:06:40 main:574] : INFO : Epoch 1644 | loss: 0.0312129 | val_loss: 0.031218 | Time: 1141.78 ms [2022-04-19 03:06:42 main:574] : INFO : Epoch 1645 | loss: 0.0312124 | val_loss: 0.0312152 | Time: 1126.98 ms [2022-04-19 03:06:43 main:574] : INFO : Epoch 1646 | loss: 0.0312125 | val_loss: 0.0312178 | Time: 1123.12 ms [2022-04-19 03:06:44 main:574] : INFO : Epoch 1647 | loss: 0.031215 | val_loss: 0.0312138 | Time: 1139.82 ms [2022-04-19 03:06:45 main:574] : INFO : Epoch 1648 | loss: 0.0312135 | val_loss: 0.031214 | Time: 1149.23 ms [2022-04-19 03:06:46 main:574] : INFO : Epoch 1649 | loss: 0.031212 | val_loss: 0.0312141 | Time: 1142.11 ms [2022-04-19 03:06:47 main:574] : INFO : Epoch 1650 | loss: 0.0312123 | val_loss: 0.0312138 | Time: 1122.59 ms [2022-04-19 03:06:48 main:574] : INFO : Epoch 1651 | loss: 0.0312142 | val_loss: 0.0312172 | Time: 1143.01 ms [2022-04-19 03:06:50 main:574] : INFO : Epoch 1652 | loss: 0.0312146 | val_loss: 0.0312157 | Time: 1125.38 ms [2022-04-19 03:06:51 main:574] : INFO : Epoch 1653 | loss: 0.0312119 | val_loss: 0.0312145 | Time: 1151.1 ms [2022-04-19 03:06:52 main:574] : INFO : Epoch 1654 | loss: 0.031212 | val_loss: 0.0312136 | Time: 1138.51 ms [2022-04-19 03:06:53 main:574] : INFO : Epoch 1655 | loss: 0.0312123 | val_loss: 0.031215 | Time: 1135.48 ms [2022-04-19 03:06:54 main:574] : INFO : Epoch 1656 | loss: 0.0312123 | val_loss: 0.0312147 | Time: 1142.13 ms [2022-04-19 03:06:55 main:574] : INFO : Epoch 1657 | loss: 0.0312123 | val_loss: 0.0312151 | Time: 1132.31 ms [2022-04-19 03:06:56 main:574] : INFO : Epoch 1658 | loss: 0.0312136 | val_loss: 0.0312142 | Time: 1133.57 ms [2022-04-19 03:06:58 main:574] : INFO : Epoch 1659 | loss: 0.031214 | val_loss: 0.0312136 | Time: 1119.87 ms [2022-04-19 03:06:59 main:574] : INFO : Epoch 1660 | loss: 0.031212 | val_loss: 0.0312135 | Time: 1141.45 ms [2022-04-19 03:07:00 main:574] : INFO : Epoch 1661 | loss: 0.0312115 | val_loss: 0.031213 | Time: 1126.88 ms [2022-04-19 03:07:01 main:574] : INFO : Epoch 1662 | loss: 0.0312115 | val_loss: 0.0312129 | Time: 1144.68 ms [2022-04-19 03:07:02 main:574] : INFO : Epoch 1663 | loss: 0.0312146 | val_loss: 0.0312169 | Time: 1130.79 ms [2022-04-19 03:07:03 main:574] : INFO : Epoch 1664 | loss: 0.0312172 | val_loss: 0.03122 | Time: 1135.78 ms [2022-04-19 03:07:04 main:574] : INFO : Epoch 1665 | loss: 0.0312177 | val_loss: 0.0312153 | Time: 1145.65 ms [2022-04-19 03:07:06 main:574] : INFO : Epoch 1666 | loss: 0.0312135 | val_loss: 0.0312133 | Time: 1126.57 ms [2022-04-19 03:07:07 main:574] : INFO : Epoch 1667 | loss: 0.0312112 | val_loss: 0.0312135 | Time: 1124.81 ms [2022-04-19 03:07:08 main:574] : INFO : Epoch 1668 | loss: 0.0312128 | val_loss: 0.0312196 | Time: 1153.34 ms [2022-04-19 03:07:09 main:574] : INFO : Epoch 1669 | loss: 0.0312133 | val_loss: 0.0312154 | Time: 1139.13 ms [2022-04-19 03:07:10 main:574] : INFO : Epoch 1670 | loss: 0.0312114 | val_loss: 0.0312135 | Time: 1141.59 ms [2022-04-19 03:07:11 main:574] : INFO : Epoch 1671 | loss: 0.0312134 | val_loss: 0.0312156 | Time: 1141.8 ms [2022-04-19 03:07:12 main:574] : INFO : Epoch 1672 | loss: 0.0312136 | val_loss: 0.0312178 | Time: 1127.03 ms [2022-04-19 03:07:14 main:574] : INFO : Epoch 1673 | loss: 0.0312137 | val_loss: 0.0312137 | Time: 1132.78 ms [2022-04-19 03:07:15 main:574] : INFO : Epoch 1674 | loss: 0.0312115 | val_loss: 0.0312138 | Time: 1130.22 ms [2022-04-19 03:07:16 main:574] : INFO : Epoch 1675 | loss: 0.0312121 | val_loss: 0.0312136 | Time: 1141.91 ms [2022-04-19 03:07:17 main:574] : INFO : Epoch 1676 | loss: 0.0312117 | val_loss: 0.0312165 | Time: 1116.69 ms [2022-04-19 03:07:18 main:574] : INFO : Epoch 1677 | loss: 0.0312138 | val_loss: 0.0312158 | Time: 1139.9 ms [2022-04-19 03:07:19 main:574] : INFO : Epoch 1678 | loss: 0.0312149 | val_loss: 0.031217 | Time: 1132.55 ms [2022-04-19 03:07:20 main:574] : INFO : Epoch 1679 | loss: 0.0312151 | val_loss: 0.0312166 | Time: 1135.35 ms [2022-04-19 03:07:22 main:574] : INFO : Epoch 1680 | loss: 0.031215 | val_loss: 0.0312177 | Time: 1139.85 ms [2022-04-19 03:07:23 main:574] : INFO : Epoch 1681 | loss: 0.0312155 | val_loss: 0.0312196 | Time: 1122.34 ms [2022-04-19 03:07:24 main:574] : INFO : Epoch 1682 | loss: 0.0312149 | val_loss: 0.0312158 | Time: 1130.69 ms [2022-04-19 03:07:25 main:574] : INFO : Epoch 1683 | loss: 0.0312166 | val_loss: 0.0312248 | Time: 1127.01 ms [2022-04-19 03:07:26 main:574] : INFO : Epoch 1684 | loss: 0.0312183 | val_loss: 0.0312189 | Time: 1131.91 ms [2022-04-19 03:07:27 main:574] : INFO : Epoch 1685 | loss: 0.0312157 | val_loss: 0.0312149 | Time: 1135.34 ms [2022-04-19 03:07:28 main:574] : INFO : Epoch 1686 | loss: 0.031217 | val_loss: 0.0312223 | Time: 1137.25 ms [2022-04-19 03:07:30 main:574] : INFO : Epoch 1687 | loss: 0.031215 | val_loss: 0.0312185 | Time: 1144.47 ms [2022-04-19 03:07:31 main:574] : INFO : Epoch 1688 | loss: 0.0312151 | val_loss: 0.0312156 | Time: 1132.64 ms [2022-04-19 03:07:32 main:574] : INFO : Epoch 1689 | loss: 0.0312141 | val_loss: 0.0312202 | Time: 1131.57 ms [2022-04-19 03:07:33 main:574] : INFO : Epoch 1690 | loss: 0.0312145 | val_loss: 0.0312151 | Time: 1137.78 ms [2022-04-19 03:07:34 main:574] : INFO : Epoch 1691 | loss: 0.0312131 | val_loss: 0.0312151 | Time: 1122.78 ms [2022-04-19 03:07:35 main:574] : INFO : Epoch 1692 | loss: 0.0312151 | val_loss: 0.031215 | Time: 1167.79 ms [2022-04-19 03:07:36 main:574] : INFO : Epoch 1693 | loss: 0.0312152 | val_loss: 0.0312152 | Time: 1138.15 ms [2022-04-19 03:07:38 main:574] : INFO : Epoch 1694 | loss: 0.0312141 | val_loss: 0.0312143 | Time: 1134.41 ms [2022-04-19 03:07:39 main:574] : INFO : Epoch 1695 | loss: 0.0312146 | val_loss: 0.0312135 | Time: 1154.24 ms [2022-04-19 03:07:40 main:574] : INFO : Epoch 1696 | loss: 0.0312129 | val_loss: 0.0312134 | Time: 1140.77 ms [2022-04-19 03:07:41 main:574] : INFO : Epoch 1697 | loss: 0.0312119 | val_loss: 0.0312137 | Time: 1140.95 ms [2022-04-19 03:07:42 main:574] : INFO : Epoch 1698 | loss: 0.0312119 | val_loss: 0.0312136 | Time: 1141.57 ms [2022-04-19 03:07:43 main:574] : INFO : Epoch 1699 | loss: 0.0312115 | val_loss: 0.0312142 | Time: 1134.3 ms [2022-04-19 03:07:44 main:574] : INFO : Epoch 1700 | loss: 0.0312116 | val_loss: 0.0312189 | Time: 1129.85 ms [2022-04-19 03:07:46 main:574] : INFO : Epoch 1701 | loss: 0.0312124 | val_loss: 0.0312159 | Time: 1119.5 ms [2022-04-19 03:07:47 main:574] : INFO : Epoch 1702 | loss: 0.0312164 | val_loss: 0.0312178 | Time: 1138.3 ms [2022-04-19 03:07:48 main:574] : INFO : Epoch 1703 | loss: 0.0312127 | val_loss: 0.0312213 | Time: 1128.13 ms [2022-04-19 03:07:49 main:574] : INFO : Epoch 1704 | loss: 0.031214 | val_loss: 0.0312134 | Time: 1146.83 ms [2022-04-19 03:07:50 main:574] : INFO : Epoch 1705 | loss: 0.0312123 | val_loss: 0.0312134 | Time: 1149.87 ms [2022-04-19 03:07:51 main:574] : INFO : Epoch 1706 | loss: 0.0312127 | val_loss: 0.0312151 | Time: 1140.99 ms [2022-04-19 03:07:52 main:574] : INFO : Epoch 1707 | loss: 0.0312122 | val_loss: 0.0312152 | Time: 1154.63 ms [2022-04-19 03:07:54 main:574] : INFO : Epoch 1708 | loss: 0.0312204 | val_loss: 0.0312175 | Time: 1131.52 ms [2022-04-19 03:07:55 main:574] : INFO : Epoch 1709 | loss: 0.0312211 | val_loss: 0.0312139 | Time: 1144.39 ms [2022-04-19 03:07:56 main:574] : INFO : Epoch 1710 | loss: 0.0312149 | val_loss: 0.0312142 | Time: 1140.29 ms [2022-04-19 03:07:57 main:574] : INFO : Epoch 1711 | loss: 0.0312129 | val_loss: 0.0312177 | Time: 1136.6 ms [2022-04-19 03:07:58 main:574] : INFO : Epoch 1712 | loss: 0.031214 | val_loss: 0.0312157 | Time: 1119.59 ms [2022-04-19 03:07:59 main:574] : INFO : Epoch 1713 | loss: 0.0312137 | val_loss: 0.0312144 | Time: 1121.23 ms [2022-04-19 03:08:00 main:574] : INFO : Epoch 1714 | loss: 0.0312126 | val_loss: 0.0312143 | Time: 1133.1 ms [2022-04-19 03:08:02 main:574] : INFO : Epoch 1715 | loss: 0.0312119 | val_loss: 0.0312139 | Time: 1136.91 ms [2022-04-19 03:08:03 main:574] : INFO : Epoch 1716 | loss: 0.0312124 | val_loss: 0.0312141 | Time: 1133.88 ms [2022-04-19 03:08:04 main:574] : INFO : Epoch 1717 | loss: 0.0312139 | val_loss: 0.031221 | Time: 1149.6 ms [2022-04-19 03:08:05 main:574] : INFO : Epoch 1718 | loss: 0.0312136 | val_loss: 0.0312151 | Time: 1131.8 ms [2022-04-19 03:08:06 main:574] : INFO : Epoch 1719 | loss: 0.0312134 | val_loss: 0.031215 | Time: 1139.7 ms [2022-04-19 03:08:07 main:574] : INFO : Epoch 1720 | loss: 0.0312161 | val_loss: 0.0312156 | Time: 1125.46 ms [2022-04-19 03:08:08 main:574] : INFO : Epoch 1721 | loss: 0.0312115 | val_loss: 0.0312154 | Time: 1137.35 ms [2022-04-19 03:08:10 main:574] : INFO : Epoch 1722 | loss: 0.0312116 | val_loss: 0.0312153 | Time: 1130.63 ms [2022-04-19 03:08:11 main:574] : INFO : Epoch 1723 | loss: 0.0312105 | val_loss: 0.0312137 | Time: 1135.67 ms [2022-04-19 03:08:12 main:574] : INFO : Epoch 1724 | loss: 0.0312102 | val_loss: 0.031213 | Time: 1133.38 ms [2022-04-19 03:08:13 main:574] : INFO : Epoch 1725 | loss: 0.0312107 | val_loss: 0.0312153 | Time: 1123.69 ms [2022-04-19 03:08:14 main:574] : INFO : Epoch 1726 | loss: 0.0312115 | val_loss: 0.0312139 | Time: 1128.12 ms [2022-04-19 03:08:15 main:574] : INFO : Epoch 1727 | loss: 0.0312128 | val_loss: 0.0312151 | Time: 1145.46 ms [2022-04-19 03:08:16 main:574] : INFO : Epoch 1728 | loss: 0.0312114 | val_loss: 0.0312172 | Time: 1132.9 ms [2022-04-19 03:08:18 main:574] : INFO : Epoch 1729 | loss: 0.0312109 | val_loss: 0.0312139 | Time: 1153.28 ms [2022-04-19 03:08:19 main:574] : INFO : Epoch 1730 | loss: 0.0312118 | val_loss: 0.0312159 | Time: 1134.76 ms [2022-04-19 03:08:20 main:574] : INFO : Epoch 1731 | loss: 0.0312132 | val_loss: 0.0312156 | Time: 1135.36 ms [2022-04-19 03:08:21 main:574] : INFO : Epoch 1732 | loss: 0.0312124 | val_loss: 0.0312148 | Time: 1134.6 ms [2022-04-19 03:08:22 main:574] : INFO : Epoch 1733 | loss: 0.0312121 | val_loss: 0.0312133 | Time: 1143.8 ms [2022-04-19 03:08:23 main:574] : INFO : Epoch 1734 | loss: 0.0312142 | val_loss: 0.0312144 | Time: 1150.38 ms [2022-04-19 03:08:24 main:574] : INFO : Epoch 1735 | loss: 0.0312133 | val_loss: 0.031214 | Time: 1139.35 ms [2022-04-19 03:08:26 main:574] : INFO : Epoch 1736 | loss: 0.0312106 | val_loss: 0.0312152 | Time: 1128.51 ms [2022-04-19 03:08:27 main:574] : INFO : Epoch 1737 | loss: 0.0312126 | val_loss: 0.0312138 | Time: 1132.78 ms [2022-04-19 03:08:28 main:574] : INFO : Epoch 1738 | loss: 0.0312152 | val_loss: 0.0312226 | Time: 1132.65 ms [2022-04-19 03:08:29 main:574] : INFO : Epoch 1739 | loss: 0.0312132 | val_loss: 0.0312137 | Time: 1233.96 ms [2022-04-19 03:08:30 main:574] : INFO : Epoch 1740 | loss: 0.0312116 | val_loss: 0.0312136 | Time: 1207.05 ms [2022-04-19 03:08:32 main:574] : INFO : Epoch 1741 | loss: 0.0312103 | val_loss: 0.0312171 | Time: 1202.29 ms [2022-04-19 03:08:33 main:574] : INFO : Epoch 1742 | loss: 0.031211 | val_loss: 0.0312143 | Time: 1153.43 ms [2022-04-19 03:08:34 main:574] : INFO : Epoch 1743 | loss: 0.0312109 | val_loss: 0.0312134 | Time: 1129.78 ms [2022-04-19 03:08:35 main:574] : INFO : Epoch 1744 | loss: 0.0312106 | val_loss: 0.0312163 | Time: 1136.06 ms [2022-04-19 03:08:36 main:574] : INFO : Epoch 1745 | loss: 0.0312107 | val_loss: 0.0312137 | Time: 1145.51 ms [2022-04-19 03:08:37 main:574] : INFO : Epoch 1746 | loss: 0.0312095 | val_loss: 0.031213 | Time: 1134.34 ms [2022-04-19 03:08:38 main:574] : INFO : Epoch 1747 | loss: 0.0312087 | val_loss: 0.0312132 | Time: 1127.8 ms [2022-04-19 03:08:40 main:574] : INFO : Epoch 1748 | loss: 0.0312094 | val_loss: 0.0312152 | Time: 1137.78 ms [2022-04-19 03:08:41 main:574] : INFO : Epoch 1749 | loss: 0.0312094 | val_loss: 0.0312127 | Time: 1115.42 ms [2022-04-19 03:08:42 main:574] : INFO : Epoch 1750 | loss: 0.031212 | val_loss: 0.0312143 | Time: 1141.62 ms [2022-04-19 03:08:43 main:574] : INFO : Epoch 1751 | loss: 0.0312099 | val_loss: 0.0312127 | Time: 1134.08 ms [2022-04-19 03:08:44 main:574] : INFO : Epoch 1752 | loss: 0.0312096 | val_loss: 0.0312132 | Time: 1134.6 ms [2022-04-19 03:08:45 main:574] : INFO : Epoch 1753 | loss: 0.0312163 | val_loss: 0.0312249 | Time: 1130.74 ms [2022-04-19 03:08:46 main:574] : INFO : Epoch 1754 | loss: 0.0312195 | val_loss: 0.03122 | Time: 1156.8 ms [2022-04-19 03:08:48 main:574] : INFO : Epoch 1755 | loss: 0.0312157 | val_loss: 0.0312181 | Time: 1143.89 ms [2022-04-19 03:08:49 main:574] : INFO : Epoch 1756 | loss: 0.0312163 | val_loss: 0.0312185 | Time: 1140.68 ms [2022-04-19 03:08:50 main:574] : INFO : Epoch 1757 | loss: 0.0312189 | val_loss: 0.0312184 | Time: 1136.83 ms [2022-04-19 03:08:51 main:574] : INFO : Epoch 1758 | loss: 0.0312169 | val_loss: 0.0312164 | Time: 1133.89 ms [2022-04-19 03:08:52 main:574] : INFO : Epoch 1759 | loss: 0.0312162 | val_loss: 0.0312188 | Time: 1141.79 ms [2022-04-19 03:08:53 main:574] : INFO : Epoch 1760 | loss: 0.0312172 | val_loss: 0.0312183 | Time: 1133 ms [2022-04-19 03:08:54 main:574] : INFO : Epoch 1761 | loss: 0.0312153 | val_loss: 0.0312164 | Time: 1144.99 ms [2022-04-19 03:08:56 main:574] : INFO : Epoch 1762 | loss: 0.0312155 | val_loss: 0.031224 | Time: 1127.13 ms [2022-04-19 03:08:57 main:574] : INFO : Epoch 1763 | loss: 0.0312201 | val_loss: 0.0312192 | Time: 1142.25 ms [2022-04-19 03:08:58 main:574] : INFO : Epoch 1764 | loss: 0.0312179 | val_loss: 0.0312193 | Time: 1130.89 ms [2022-04-19 03:08:59 main:574] : INFO : Epoch 1765 | loss: 0.031218 | val_loss: 0.0312175 | Time: 1136.85 ms [2022-04-19 03:09:00 main:574] : INFO : Epoch 1766 | loss: 0.0312156 | val_loss: 0.0312168 | Time: 1133.09 ms [2022-04-19 03:09:01 main:574] : INFO : Epoch 1767 | loss: 0.0312162 | val_loss: 0.0312185 | Time: 1126.85 ms [2022-04-19 03:09:02 main:574] : INFO : Epoch 1768 | loss: 0.0312179 | val_loss: 0.0312193 | Time: 1145.51 ms [2022-04-19 03:09:04 main:574] : INFO : Epoch 1769 | loss: 0.0312141 | val_loss: 0.0312159 | Time: 1146.71 ms [2022-04-19 03:09:05 main:574] : INFO : Epoch 1770 | loss: 0.0312166 | val_loss: 0.0312228 | Time: 1145.3 ms [2022-04-19 03:09:06 main:574] : INFO : Epoch 1771 | loss: 0.0312147 | val_loss: 0.0312147 | Time: 1155.97 ms [2022-04-19 03:09:07 main:574] : INFO : Epoch 1772 | loss: 0.031215 | val_loss: 0.0312145 | Time: 1137.3 ms [2022-04-19 03:09:08 main:574] : INFO : Epoch 1773 | loss: 0.0312137 | val_loss: 0.0312141 | Time: 1133.04 ms [2022-04-19 03:09:09 main:574] : INFO : Epoch 1774 | loss: 0.031212 | val_loss: 0.0312143 | Time: 1188.37 ms [2022-04-19 03:09:10 main:574] : INFO : Epoch 1775 | loss: 0.0312122 | val_loss: 0.0312169 | Time: 1150 ms [2022-04-19 03:09:12 main:574] : INFO : Epoch 1776 | loss: 0.031214 | val_loss: 0.0312159 | Time: 1136.14 ms [2022-04-19 03:09:13 main:574] : INFO : Epoch 1777 | loss: 0.031213 | val_loss: 0.0312135 | Time: 1141.7 ms [2022-04-19 03:09:14 main:574] : INFO : Epoch 1778 | loss: 0.0312129 | val_loss: 0.0312146 | Time: 1125.8 ms [2022-04-19 03:09:15 main:574] : INFO : Epoch 1779 | loss: 0.0312125 | val_loss: 0.0312146 | Time: 1127.87 ms [2022-04-19 03:09:16 main:574] : INFO : Epoch 1780 | loss: 0.0312126 | val_loss: 0.0312181 | Time: 1132.4 ms [2022-04-19 03:09:17 main:574] : INFO : Epoch 1781 | loss: 0.0312131 | val_loss: 0.0312146 | Time: 1162.47 ms [2022-04-19 03:09:18 main:574] : INFO : Epoch 1782 | loss: 0.0312131 | val_loss: 0.0312131 | Time: 1138.48 ms [2022-04-19 03:09:20 main:574] : INFO : Epoch 1783 | loss: 0.0312135 | val_loss: 0.0312148 | Time: 1144.96 ms [2022-04-19 03:09:21 main:574] : INFO : Epoch 1784 | loss: 0.0312141 | val_loss: 0.0312198 | Time: 1139.81 ms [2022-04-19 03:09:22 main:574] : INFO : Epoch 1785 | loss: 0.0312184 | val_loss: 0.0312164 | Time: 1135.3 ms [2022-04-19 03:09:23 main:574] : INFO : Epoch 1786 | loss: 0.0312163 | val_loss: 0.0312142 | Time: 1144.1 ms [2022-04-19 03:09:24 main:574] : INFO : Epoch 1787 | loss: 0.0312161 | val_loss: 0.0312156 | Time: 1134.65 ms [2022-04-19 03:09:25 main:574] : INFO : Epoch 1788 | loss: 0.0312172 | val_loss: 0.0312156 | Time: 1129.13 ms [2022-04-19 03:09:26 main:574] : INFO : Epoch 1789 | loss: 0.0312163 | val_loss: 0.0312122 | Time: 1132.34 ms [2022-04-19 03:09:28 main:574] : INFO : Epoch 1790 | loss: 0.0312124 | val_loss: 0.0312132 | Time: 1133.34 ms [2022-04-19 03:09:29 main:574] : INFO : Epoch 1791 | loss: 0.031212 | val_loss: 0.03121 | Time: 1138.83 ms [2022-04-19 03:09:30 main:574] : INFO : Epoch 1792 | loss: 0.031209 | val_loss: 0.0312084 | Time: 1137.56 ms [2022-04-19 03:09:31 main:574] : INFO : Epoch 1793 | loss: 0.0312079 | val_loss: 0.0312102 | Time: 1128.16 ms [2022-04-19 03:09:32 main:574] : INFO : Epoch 1794 | loss: 0.0312103 | val_loss: 0.031208 | Time: 1135.78 ms [2022-04-19 03:09:33 main:574] : INFO : Epoch 1795 | loss: 0.0312072 | val_loss: 0.0312077 | Time: 1132.01 ms [2022-04-19 03:09:34 main:574] : INFO : Epoch 1796 | loss: 0.0312064 | val_loss: 0.0312068 | Time: 1143.27 ms [2022-04-19 03:09:36 main:574] : INFO : Epoch 1797 | loss: 0.0312052 | val_loss: 0.0312063 | Time: 1134.95 ms [2022-04-19 03:09:37 main:574] : INFO : Epoch 1798 | loss: 0.0312057 | val_loss: 0.0312074 | Time: 1133.57 ms [2022-04-19 03:09:38 main:574] : INFO : Epoch 1799 | loss: 0.0312055 | val_loss: 0.0312064 | Time: 1136.09 ms [2022-04-19 03:09:39 main:574] : INFO : Epoch 1800 | loss: 0.0312052 | val_loss: 0.0312061 | Time: 1133.26 ms [2022-04-19 03:09:40 main:574] : INFO : Epoch 1801 | loss: 0.0312057 | val_loss: 0.0312077 | Time: 1140.44 ms [2022-04-19 03:09:41 main:574] : INFO : Epoch 1802 | loss: 0.0312048 | val_loss: 0.0312055 | Time: 1123.25 ms [2022-04-19 03:09:42 main:574] : INFO : Epoch 1803 | loss: 0.0312065 | val_loss: 0.0312083 | Time: 1131.36 ms [2022-04-19 03:09:44 main:574] : INFO : Epoch 1804 | loss: 0.0312059 | val_loss: 0.0312094 | Time: 1149.54 ms [2022-04-19 03:09:45 main:574] : INFO : Epoch 1805 | loss: 0.0312066 | val_loss: 0.0312113 | Time: 1142.18 ms [2022-04-19 03:09:46 main:574] : INFO : Epoch 1806 | loss: 0.0312055 | val_loss: 0.031206 | Time: 1128.81 ms [2022-04-19 03:09:47 main:574] : INFO : Epoch 1807 | loss: 0.0312048 | val_loss: 0.0312062 | Time: 1144.09 ms [2022-04-19 03:09:48 main:574] : INFO : Epoch 1808 | loss: 0.0312039 | val_loss: 0.0312043 | Time: 1140.93 ms [2022-04-19 03:09:49 main:574] : INFO : Epoch 1809 | loss: 0.0312038 | val_loss: 0.031204 | Time: 1135.58 ms [2022-04-19 03:09:50 main:574] : INFO : Epoch 1810 | loss: 0.0312096 | val_loss: 0.0312257 | Time: 1146.89 ms [2022-04-19 03:09:52 main:574] : INFO : Epoch 1811 | loss: 0.0312274 | val_loss: 0.0312241 | Time: 1134.64 ms [2022-04-19 03:09:53 main:574] : INFO : Epoch 1812 | loss: 0.0312182 | val_loss: 0.0312159 | Time: 1129.31 ms [2022-04-19 03:09:54 main:574] : INFO : Epoch 1813 | loss: 0.0312146 | val_loss: 0.0312135 | Time: 1122.9 ms [2022-04-19 03:09:55 main:574] : INFO : Epoch 1814 | loss: 0.0312123 | val_loss: 0.0312125 | Time: 1125.94 ms [2022-04-19 03:09:56 main:574] : INFO : Epoch 1815 | loss: 0.0312118 | val_loss: 0.0312107 | Time: 1146.17 ms [2022-04-19 03:09:57 main:574] : INFO : Epoch 1816 | loss: 0.0312098 | val_loss: 0.0312136 | Time: 1144.46 ms [2022-04-19 03:09:58 main:574] : INFO : Epoch 1817 | loss: 0.0312112 | val_loss: 0.0312099 | Time: 1138.24 ms [2022-04-19 03:10:00 main:574] : INFO : Epoch 1818 | loss: 0.0312088 | val_loss: 0.0312086 | Time: 1145.68 ms [2022-04-19 03:10:01 main:574] : INFO : Epoch 1819 | loss: 0.0312093 | val_loss: 0.0312083 | Time: 1133.3 ms [2022-04-19 03:10:02 main:574] : INFO : Epoch 1820 | loss: 0.0312095 | val_loss: 0.0312082 | Time: 1132.57 ms [2022-04-19 03:10:03 main:574] : INFO : Epoch 1821 | loss: 0.031208 | val_loss: 0.0312081 | Time: 1139.45 ms [2022-04-19 03:10:04 main:574] : INFO : Epoch 1822 | loss: 0.0312072 | val_loss: 0.0312064 | Time: 1138.85 ms [2022-04-19 03:10:05 main:574] : INFO : Epoch 1823 | loss: 0.0312092 | val_loss: 0.0312115 | Time: 1140.23 ms [2022-04-19 03:10:07 main:574] : INFO : Epoch 1824 | loss: 0.0312082 | val_loss: 0.0312071 | Time: 1222.79 ms [2022-04-19 03:10:08 main:574] : INFO : Epoch 1825 | loss: 0.0312076 | val_loss: 0.031207 | Time: 1469.35 ms [2022-04-19 03:10:09 main:574] : INFO : Epoch 1826 | loss: 0.0312085 | val_loss: 0.0312066 | Time: 1241.2 ms [2022-04-19 03:10:10 main:574] : INFO : Epoch 1827 | loss: 0.0312083 | val_loss: 0.0312142 | Time: 1179.74 ms [2022-04-19 03:10:12 main:574] : INFO : Epoch 1828 | loss: 0.0312098 | val_loss: 0.0312071 | Time: 1164.67 ms [2022-04-19 03:10:13 main:574] : INFO : Epoch 1829 | loss: 0.0312061 | val_loss: 0.0312045 | Time: 1166.8 ms [2022-04-19 03:10:14 main:574] : INFO : Epoch 1830 | loss: 0.0312064 | val_loss: 0.0312044 | Time: 1182.4 ms [2022-04-19 03:10:15 main:574] : INFO : Epoch 1831 | loss: 0.031206 | val_loss: 0.0312041 | Time: 1158.22 ms [2022-04-19 03:10:16 main:574] : INFO : Epoch 1832 | loss: 0.031207 | val_loss: 0.0312067 | Time: 1118.96 ms [2022-04-19 03:10:17 main:574] : INFO : Epoch 1833 | loss: 0.031206 | val_loss: 0.0312043 | Time: 1137.54 ms [2022-04-19 03:10:19 main:574] : INFO : Epoch 1834 | loss: 0.0312068 | val_loss: 0.031212 | Time: 1136.87 ms [2022-04-19 03:10:20 main:574] : INFO : Epoch 1835 | loss: 0.0312147 | val_loss: 0.0312094 | Time: 1129.83 ms [2022-04-19 03:10:21 main:574] : INFO : Epoch 1836 | loss: 0.0312175 | val_loss: 0.03124 | Time: 1153.55 ms [2022-04-19 03:10:22 main:574] : INFO : Epoch 1837 | loss: 0.031248 | val_loss: 0.0312681 | Time: 1136 ms [2022-04-19 03:10:23 main:574] : INFO : Epoch 1838 | loss: 0.0312242 | val_loss: 0.0312102 | Time: 1145.31 ms [2022-04-19 03:10:24 main:574] : INFO : Epoch 1839 | loss: 0.0312075 | val_loss: 0.031203 | Time: 1129.61 ms [2022-04-19 03:10:25 main:574] : INFO : Epoch 1840 | loss: 0.0312022 | val_loss: 0.0312024 | Time: 1156.08 ms [2022-04-19 03:10:27 main:574] : INFO : Epoch 1841 | loss: 0.0312028 | val_loss: 0.0312022 | Time: 1128.96 ms [2022-04-19 03:10:28 main:574] : INFO : Epoch 1842 | loss: 0.0312051 | val_loss: 0.0312027 | Time: 1130.21 ms [2022-04-19 03:10:29 main:574] : INFO : Epoch 1843 | loss: 0.0312025 | val_loss: 0.0312015 | Time: 1129.56 ms [2022-04-19 03:10:30 main:574] : INFO : Epoch 1844 | loss: 0.0312018 | val_loss: 0.0312034 | Time: 1135.64 ms [2022-04-19 03:10:31 main:574] : INFO : Epoch 1845 | loss: 0.0312018 | val_loss: 0.0312027 | Time: 1144.64 ms [2022-04-19 03:10:32 main:574] : INFO : Epoch 1846 | loss: 0.0312001 | val_loss: 0.0312022 | Time: 1140.14 ms [2022-04-19 03:10:33 main:574] : INFO : Epoch 1847 | loss: 0.0311993 | val_loss: 0.0312002 | Time: 1131.5 ms [2022-04-19 03:10:35 main:574] : INFO : Epoch 1848 | loss: 0.0311995 | val_loss: 0.0312022 | Time: 1151.5 ms [2022-04-19 03:10:36 main:574] : INFO : Epoch 1849 | loss: 0.0311991 | val_loss: 0.0312003 | Time: 1133.09 ms [2022-04-19 03:10:37 main:574] : INFO : Epoch 1850 | loss: 0.0311989 | val_loss: 0.0312002 | Time: 1134.04 ms [2022-04-19 03:10:38 main:574] : INFO : Epoch 1851 | loss: 0.0312003 | val_loss: 0.0312014 | Time: 1146.02 ms [2022-04-19 03:10:39 main:574] : INFO : Epoch 1852 | loss: 0.0312024 | val_loss: 0.031205 | Time: 1224.77 ms [2022-04-19 03:10:40 main:574] : INFO : Epoch 1853 | loss: 0.0312032 | val_loss: 0.0312008 | Time: 1126.19 ms [2022-04-19 03:10:42 main:574] : INFO : Epoch 1854 | loss: 0.0312014 | val_loss: 0.0312017 | Time: 1139.47 ms [2022-04-19 03:10:43 main:574] : INFO : Epoch 1855 | loss: 0.0312009 | val_loss: 0.0312023 | Time: 1142.52 ms [2022-04-19 03:10:44 main:574] : INFO : Epoch 1856 | loss: 0.0312009 | val_loss: 0.0312021 | Time: 1138.42 ms [2022-04-19 03:10:45 main:574] : INFO : Epoch 1857 | loss: 0.0312005 | val_loss: 0.031202 | Time: 1137.24 ms [2022-04-19 03:10:46 main:574] : INFO : Epoch 1858 | loss: 0.0312003 | val_loss: 0.0312031 | Time: 1154.88 ms [2022-04-19 03:10:47 main:574] : INFO : Epoch 1859 | loss: 0.0312012 | val_loss: 0.0312001 | Time: 1139.9 ms [2022-04-19 03:10:48 main:574] : INFO : Epoch 1860 | loss: 0.0311992 | val_loss: 0.031199 | Time: 1149 ms [2022-04-19 03:10:50 main:574] : INFO : Epoch 1861 | loss: 0.0312003 | val_loss: 0.0312022 | Time: 1141.51 ms [2022-04-19 03:10:51 main:574] : INFO : Epoch 1862 | loss: 0.0312011 | val_loss: 0.031204 | Time: 1146.36 ms [2022-04-19 03:10:52 main:574] : INFO : Epoch 1863 | loss: 0.031199 | val_loss: 0.0311997 | Time: 1146.48 ms [2022-04-19 03:10:53 main:574] : INFO : Epoch 1864 | loss: 0.0312002 | val_loss: 0.0312008 | Time: 1140.28 ms [2022-04-19 03:10:54 main:574] : INFO : Epoch 1865 | loss: 0.0312018 | val_loss: 0.0312025 | Time: 1127.21 ms [2022-04-19 03:10:55 main:574] : INFO : Epoch 1866 | loss: 0.0312016 | val_loss: 0.0311999 | Time: 1150.74 ms [2022-04-19 03:10:56 main:574] : INFO : Epoch 1867 | loss: 0.0311995 | val_loss: 0.031199 | Time: 1134.31 ms [2022-04-19 03:10:58 main:574] : INFO : Epoch 1868 | loss: 0.0311987 | val_loss: 0.0311989 | Time: 1145.61 ms [2022-04-19 03:10:59 main:574] : INFO : Epoch 1869 | loss: 0.0312 | val_loss: 0.0312045 | Time: 1143.5 ms [2022-04-19 03:11:00 main:574] : INFO : Epoch 1870 | loss: 0.031202 | val_loss: 0.0312038 | Time: 1140.52 ms [2022-04-19 03:11:01 main:574] : INFO : Epoch 1871 | loss: 0.0312067 | val_loss: 0.0312039 | Time: 1153.42 ms [2022-04-19 03:11:02 main:574] : INFO : Epoch 1872 | loss: 0.0312024 | val_loss: 0.0312 | Time: 1131.93 ms [2022-04-19 03:11:03 main:574] : INFO : Epoch 1873 | loss: 0.031202 | val_loss: 0.031203 | Time: 1152.54 ms [2022-04-19 03:11:05 main:574] : INFO : Epoch 1874 | loss: 0.0312021 | val_loss: 0.0312024 | Time: 1147.04 ms [2022-04-19 03:11:06 main:574] : INFO : Epoch 1875 | loss: 0.0312046 | val_loss: 0.0312068 | Time: 1134.94 ms [2022-04-19 03:11:07 main:574] : INFO : Epoch 1876 | loss: 0.0312018 | val_loss: 0.0312026 | Time: 1145.39 ms [2022-04-19 03:11:08 main:574] : INFO : Epoch 1877 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 1144.27 ms [2022-04-19 03:11:09 main:574] : INFO : Epoch 1878 | loss: 0.0312004 | val_loss: 0.0311996 | Time: 1130.24 ms [2022-04-19 03:11:10 main:574] : INFO : Epoch 1879 | loss: 0.0311999 | val_loss: 0.0311998 | Time: 1132.89 ms [2022-04-19 03:11:11 main:574] : INFO : Epoch 1880 | loss: 0.0311998 | val_loss: 0.0311991 | Time: 1138.68 ms [2022-04-19 03:11:13 main:574] : INFO : Epoch 1881 | loss: 0.0312018 | val_loss: 0.0312001 | Time: 1130.81 ms [2022-04-19 03:11:14 main:574] : INFO : Epoch 1882 | loss: 0.0312006 | val_loss: 0.0312049 | Time: 1136.42 ms [2022-04-19 03:11:15 main:574] : INFO : Epoch 1883 | loss: 0.0312056 | val_loss: 0.0312034 | Time: 1128.33 ms [2022-04-19 03:11:16 main:574] : INFO : Epoch 1884 | loss: 0.0312029 | val_loss: 0.0312008 | Time: 1148.58 ms [2022-04-19 03:11:17 main:574] : INFO : Epoch 1885 | loss: 0.0312022 | val_loss: 0.0311995 | Time: 1134.67 ms [2022-04-19 03:11:18 main:574] : INFO : Epoch 1886 | loss: 0.0312012 | val_loss: 0.031198 | Time: 1124.62 ms [2022-04-19 03:11:19 main:574] : INFO : Epoch 1887 | loss: 0.0312001 | val_loss: 0.031197 | Time: 1135.87 ms [2022-04-19 03:11:21 main:574] : INFO : Epoch 1888 | loss: 0.0311995 | val_loss: 0.0311986 | Time: 1142.63 ms [2022-04-19 03:11:22 main:574] : INFO : Epoch 1889 | loss: 0.0312001 | val_loss: 0.0311977 | Time: 1159.3 ms [2022-04-19 03:11:23 main:574] : INFO : Epoch 1890 | loss: 0.0311995 | val_loss: 0.0311962 | Time: 1179.07 ms [2022-04-19 03:11:24 main:574] : INFO : Epoch 1891 | loss: 0.031199 | val_loss: 0.0311963 | Time: 1145.55 ms [2022-04-19 03:11:25 main:574] : INFO : Epoch 1892 | loss: 0.0312006 | val_loss: 0.031204 | Time: 1146.73 ms [2022-04-19 03:11:26 main:574] : INFO : Epoch 1893 | loss: 0.0312019 | val_loss: 0.0312006 | Time: 1127.24 ms [2022-04-19 03:11:27 main:574] : INFO : Epoch 1894 | loss: 0.0312 | val_loss: 0.0311963 | Time: 1128.13 ms [2022-04-19 03:11:29 main:574] : INFO : Epoch 1895 | loss: 0.0311989 | val_loss: 0.0311967 | Time: 1131.02 ms [2022-04-19 03:11:30 main:574] : INFO : Epoch 1896 | loss: 0.0311998 | val_loss: 0.0311959 | Time: 1152.97 ms [2022-04-19 03:11:31 main:574] : INFO : Epoch 1897 | loss: 0.0311981 | val_loss: 0.0311987 | Time: 1135.53 ms [2022-04-19 03:11:32 main:574] : INFO : Epoch 1898 | loss: 0.0312001 | val_loss: 0.0311977 | Time: 1145.97 ms [2022-04-19 03:11:33 main:574] : INFO : Epoch 1899 | loss: 0.031199 | val_loss: 0.0311961 | Time: 1139.27 ms [2022-04-19 03:11:34 main:574] : INFO : Epoch 1900 | loss: 0.0311976 | val_loss: 0.0312006 | Time: 1144 ms [2022-04-19 03:11:35 main:574] : INFO : Epoch 1901 | loss: 0.0312057 | val_loss: 0.0312072 | Time: 1141.31 ms [2022-04-19 03:11:37 main:574] : INFO : Epoch 1902 | loss: 0.0312045 | val_loss: 0.0312025 | Time: 1139 ms [2022-04-19 03:11:38 main:574] : INFO : Epoch 1903 | loss: 0.0312034 | val_loss: 0.031197 | Time: 1142.29 ms [2022-04-19 03:11:39 main:574] : INFO : Epoch 1904 | loss: 0.0312014 | val_loss: 0.0311975 | Time: 1138.88 ms [2022-04-19 03:11:40 main:574] : INFO : Epoch 1905 | loss: 0.031202 | val_loss: 0.0311972 | Time: 1146.58 ms [2022-04-19 03:11:41 main:574] : INFO : Epoch 1906 | loss: 0.031202 | val_loss: 0.0311987 | Time: 1132.03 ms [2022-04-19 03:11:42 main:574] : INFO : Epoch 1907 | loss: 0.0312013 | val_loss: 0.0312037 | Time: 1133.76 ms [2022-04-19 03:11:44 main:574] : INFO : Epoch 1908 | loss: 0.0312015 | val_loss: 0.0311966 | Time: 1168.71 ms [2022-04-19 03:11:45 main:574] : INFO : Epoch 1909 | loss: 0.0311992 | val_loss: 0.031197 | Time: 1126.53 ms [2022-04-19 03:11:46 main:574] : INFO : Epoch 1910 | loss: 0.0311996 | val_loss: 0.0311972 | Time: 1137.76 ms [2022-04-19 03:11:47 main:574] : INFO : Epoch 1911 | loss: 0.0312008 | val_loss: 0.0311983 | Time: 1141.48 ms [2022-04-19 03:11:48 main:574] : INFO : Epoch 1912 | loss: 0.0312011 | val_loss: 0.0311974 | Time: 1141.37 ms [2022-04-19 03:11:49 main:574] : INFO : Epoch 1913 | loss: 0.0311999 | val_loss: 0.0312005 | Time: 1160.98 ms [2022-04-19 03:11:50 main:574] : INFO : Epoch 1914 | loss: 0.0312002 | val_loss: 0.0312009 | Time: 1124.53 ms [2022-04-19 03:11:52 main:574] : INFO : Epoch 1915 | loss: 0.0312002 | val_loss: 0.0311963 | Time: 1138.78 ms [2022-04-19 03:11:53 main:574] : INFO : Epoch 1916 | loss: 0.0311996 | val_loss: 0.0312007 | Time: 1141.33 ms [2022-04-19 03:11:54 main:574] : INFO : Epoch 1917 | loss: 0.0311997 | val_loss: 0.0311973 | Time: 1142.06 ms [2022-04-19 03:11:55 main:574] : INFO : Epoch 1918 | loss: 0.0311984 | val_loss: 0.0311966 | Time: 1148.75 ms [2022-04-19 03:11:56 main:574] : INFO : Epoch 1919 | loss: 0.0311992 | val_loss: 0.0311973 | Time: 1143.45 ms [2022-04-19 03:11:57 main:574] : INFO : Epoch 1920 | loss: 0.0311988 | val_loss: 0.0311965 | Time: 1128.89 ms [2022-04-19 03:11:58 main:574] : INFO : Epoch 1921 | loss: 0.0311991 | val_loss: 0.0311975 | Time: 1124.91 ms [2022-04-19 03:12:00 main:574] : INFO : Epoch 1922 | loss: 0.0311987 | val_loss: 0.0311957 | Time: 1129.86 ms [2022-04-19 03:12:01 main:574] : INFO : Epoch 1923 | loss: 0.0311981 | val_loss: 0.0311959 | Time: 1130.24 ms [2022-04-19 03:12:02 main:574] : INFO : Epoch 1924 | loss: 0.0311997 | val_loss: 0.0311978 | Time: 1138.3 ms [2022-04-19 03:12:03 main:574] : INFO : Epoch 1925 | loss: 0.0312016 | val_loss: 0.0312049 | Time: 1133.65 ms [2022-04-19 03:12:04 main:574] : INFO : Epoch 1926 | loss: 0.0312016 | val_loss: 0.0311961 | Time: 1142.35 ms [2022-04-19 03:12:05 main:574] : INFO : Epoch 1927 | loss: 0.0311993 | val_loss: 0.0311991 | Time: 1137.19 ms [2022-04-19 03:12:06 main:574] : INFO : Epoch 1928 | loss: 0.0312009 | val_loss: 0.0311961 | Time: 1131.85 ms [2022-04-19 03:12:08 main:574] : INFO : Epoch 1929 | loss: 0.0311995 | val_loss: 0.0312026 | Time: 1134.5 ms [2022-04-19 03:12:09 main:574] : INFO : Epoch 1930 | loss: 0.0312026 | val_loss: 0.0311997 | Time: 1140.14 ms [2022-04-19 03:12:10 main:574] : INFO : Epoch 1931 | loss: 0.0312006 | val_loss: 0.0312003 | Time: 1141.1 ms [2022-04-19 03:12:11 main:574] : INFO : Epoch 1932 | loss: 0.0311993 | val_loss: 0.0311985 | Time: 1146.26 ms [2022-04-19 03:12:12 main:574] : INFO : Epoch 1933 | loss: 0.0311984 | val_loss: 0.0311991 | Time: 1130.3 ms [2022-04-19 03:12:13 main:574] : INFO : Epoch 1934 | loss: 0.0311983 | val_loss: 0.0311955 | Time: 1138.65 ms [2022-04-19 03:12:14 main:574] : INFO : Epoch 1935 | loss: 0.031199 | val_loss: 0.0311975 | Time: 1141.06 ms [2022-04-19 03:12:16 main:574] : INFO : Epoch 1936 | loss: 0.0311975 | val_loss: 0.0311979 | Time: 1127.42 ms [2022-04-19 03:12:17 main:574] : INFO : Epoch 1937 | loss: 0.0311982 | val_loss: 0.0311958 | Time: 1147.58 ms [2022-04-19 03:12:18 main:574] : INFO : Epoch 1938 | loss: 0.0311989 | val_loss: 0.0311966 | Time: 1136.63 ms [2022-04-19 03:12:19 main:574] : INFO : Epoch 1939 | loss: 0.0312 | val_loss: 0.0312001 | Time: 1134.44 ms [2022-04-19 03:12:20 main:574] : INFO : Epoch 1940 | loss: 0.0311998 | val_loss: 0.0311965 | Time: 1147.94 ms [2022-04-19 03:12:21 main:574] : INFO : Epoch 1941 | loss: 0.0311977 | val_loss: 0.0311969 | Time: 1136.13 ms [2022-04-19 03:12:22 main:574] : INFO : Epoch 1942 | loss: 0.0311977 | val_loss: 0.0311965 | Time: 1131.16 ms [2022-04-19 03:12:24 main:574] : INFO : Epoch 1943 | loss: 0.0311975 | val_loss: 0.0311967 | Time: 1140.09 ms [2022-04-19 03:12:25 main:574] : INFO : Epoch 1944 | loss: 0.0311975 | val_loss: 0.0311964 | Time: 1130.13 ms [2022-04-19 03:12:26 main:574] : INFO : Epoch 1945 | loss: 0.0311974 | val_loss: 0.0311955 | Time: 1160.5 ms [2022-04-19 03:12:27 main:574] : INFO : Epoch 1946 | loss: 0.0311976 | val_loss: 0.0311963 | Time: 1139.39 ms [2022-04-19 03:12:28 main:574] : INFO : Epoch 1947 | loss: 0.031198 | val_loss: 0.0311957 | Time: 1124.4 ms [2022-04-19 03:12:29 main:574] : INFO : Epoch 1948 | loss: 0.031199 | val_loss: 0.0311961 | Time: 1151.58 ms [2022-04-19 03:12:30 main:574] : INFO : Epoch 1949 | loss: 0.0311974 | val_loss: 0.0311962 | Time: 1143.85 ms [2022-04-19 03:12:32 main:574] : INFO : Epoch 1950 | loss: 0.031197 | val_loss: 0.0311955 | Time: 1158.93 ms [2022-04-19 03:12:33 main:574] : INFO : Epoch 1951 | loss: 0.0311971 | val_loss: 0.0311984 | Time: 1147.27 ms [2022-04-19 03:12:34 main:574] : INFO : Epoch 1952 | loss: 0.031198 | val_loss: 0.0311967 | Time: 1128.17 ms [2022-04-19 03:12:35 main:574] : INFO : Epoch 1953 | loss: 0.0311976 | val_loss: 0.031196 | Time: 1141.52 ms [2022-04-19 03:12:36 main:574] : INFO : Epoch 1954 | loss: 0.0311976 | val_loss: 0.0311956 | Time: 1140.25 ms [2022-04-19 03:12:37 main:574] : INFO : Epoch 1955 | loss: 0.0311975 | val_loss: 0.0311956 | Time: 1148.27 ms [2022-04-19 03:12:39 main:574] : INFO : Epoch 1956 | loss: 0.0311969 | val_loss: 0.0311955 | Time: 1139.32 ms [2022-04-19 03:12:40 main:574] : INFO : Epoch 1957 | loss: 0.031197 | val_loss: 0.0311968 | Time: 1148.4 ms [2022-04-19 03:12:41 main:574] : INFO : Epoch 1958 | loss: 0.0311977 | val_loss: 0.0311968 | Time: 1131.3 ms [2022-04-19 03:12:42 main:574] : INFO : Epoch 1959 | loss: 0.0311971 | val_loss: 0.0311958 | Time: 1133.97 ms [2022-04-19 03:12:43 main:574] : INFO : Epoch 1960 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 1147.3 ms [2022-04-19 03:12:44 main:574] : INFO : Epoch 1961 | loss: 0.0312032 | val_loss: 0.0311986 | Time: 1136.39 ms [2022-04-19 03:12:45 main:574] : INFO : Epoch 1962 | loss: 0.0311984 | val_loss: 0.0311963 | Time: 1146.74 ms [2022-04-19 03:12:47 main:574] : INFO : Epoch 1963 | loss: 0.0311974 | val_loss: 0.0311964 | Time: 1121.3 ms [2022-04-19 03:12:48 main:574] : INFO : Epoch 1964 | loss: 0.0311979 | val_loss: 0.0311956 | Time: 1151.98 ms [2022-04-19 03:12:49 main:574] : INFO : Epoch 1965 | loss: 0.0311978 | val_loss: 0.0311965 | Time: 1140.01 ms [2022-04-19 03:12:50 main:574] : INFO : Epoch 1966 | loss: 0.0311977 | val_loss: 0.0311959 | Time: 1133.48 ms [2022-04-19 03:12:51 main:574] : INFO : Epoch 1967 | loss: 0.0311964 | val_loss: 0.0311951 | Time: 1134.11 ms [2022-04-19 03:12:52 main:574] : INFO : Epoch 1968 | loss: 0.0311991 | val_loss: 0.0312012 | Time: 1124.05 ms [2022-04-19 03:12:53 main:574] : INFO : Epoch 1969 | loss: 0.0311979 | val_loss: 0.0311956 | Time: 1150.59 ms [2022-04-19 03:12:55 main:574] : INFO : Epoch 1970 | loss: 0.0311976 | val_loss: 0.0311973 | Time: 1141.53 ms [2022-04-19 03:12:56 main:574] : INFO : Epoch 1971 | loss: 0.0311979 | val_loss: 0.0311951 | Time: 1141.43 ms [2022-04-19 03:12:57 main:574] : INFO : Epoch 1972 | loss: 0.0311983 | val_loss: 0.0311971 | Time: 1138.9 ms [2022-04-19 03:12:58 main:574] : INFO : Epoch 1973 | loss: 0.0312009 | val_loss: 0.0312043 | Time: 1146.99 ms [2022-04-19 03:12:59 main:574] : INFO : Epoch 1974 | loss: 0.0311999 | val_loss: 0.0312021 | Time: 1142.74 ms [2022-04-19 03:13:00 main:574] : INFO : Epoch 1975 | loss: 0.0311993 | val_loss: 0.0311996 | Time: 1125.17 ms [2022-04-19 03:13:01 main:574] : INFO : Epoch 1976 | loss: 0.0312028 | val_loss: 0.0311973 | Time: 1133.28 ms [2022-04-19 03:13:03 main:574] : INFO : Epoch 1977 | loss: 0.0311975 | val_loss: 0.0311959 | Time: 1139.97 ms [2022-04-19 03:13:04 main:574] : INFO : Epoch 1978 | loss: 0.0311977 | val_loss: 0.0311982 | Time: 1129.98 ms [2022-04-19 03:13:05 main:574] : INFO : Epoch 1979 | loss: 0.0311972 | val_loss: 0.0311951 | Time: 1137.1 ms [2022-04-19 03:13:06 main:574] : INFO : Epoch 1980 | loss: 0.0311966 | val_loss: 0.0311964 | Time: 1142.57 ms [2022-04-19 03:13:07 main:574] : INFO : Epoch 1981 | loss: 0.0311964 | val_loss: 0.0312038 | Time: 1140.22 ms [2022-04-19 03:13:08 main:574] : INFO : Epoch 1982 | loss: 0.0311987 | val_loss: 0.0311955 | Time: 1140.93 ms [2022-04-19 03:13:09 main:574] : INFO : Epoch 1983 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 1134.41 ms [2022-04-19 03:13:11 main:574] : INFO : Epoch 1984 | loss: 0.0311978 | val_loss: 0.0311957 | Time: 1125.14 ms [2022-04-19 03:13:12 main:574] : INFO : Epoch 1985 | loss: 0.0311997 | val_loss: 0.0311953 | Time: 1135.62 ms [2022-04-19 03:13:13 main:574] : INFO : Epoch 1986 | loss: 0.0311985 | val_loss: 0.031199 | Time: 1144.16 ms [2022-04-19 03:13:14 main:574] : INFO : Epoch 1987 | loss: 0.0311981 | val_loss: 0.0311949 | Time: 1127.52 ms [2022-04-19 03:13:15 main:574] : INFO : Epoch 1988 | loss: 0.031198 | val_loss: 0.0312006 | Time: 1137.63 ms [2022-04-19 03:13:16 main:574] : INFO : Epoch 1989 | loss: 0.0311978 | val_loss: 0.0311965 | Time: 1140.86 ms [2022-04-19 03:13:17 main:574] : INFO : Epoch 1990 | loss: 0.0311978 | val_loss: 0.0311981 | Time: 1134.34 ms [2022-04-19 03:13:19 main:574] : INFO : Epoch 1991 | loss: 0.0311981 | val_loss: 0.0311968 | Time: 1137.23 ms [2022-04-19 03:13:20 main:574] : INFO : Epoch 1992 | loss: 0.0312001 | val_loss: 0.0311955 | Time: 1126.49 ms [2022-04-19 03:13:21 main:574] : INFO : Epoch 1993 | loss: 0.0311996 | val_loss: 0.0311962 | Time: 1145.53 ms [2022-04-19 03:13:22 main:574] : INFO : Epoch 1994 | loss: 0.0311977 | val_loss: 0.0311961 | Time: 1129.1 ms [2022-04-19 03:13:23 main:574] : INFO : Epoch 1995 | loss: 0.0311984 | val_loss: 0.0311958 | Time: 1133.45 ms [2022-04-19 03:13:24 main:574] : INFO : Epoch 1996 | loss: 0.0311984 | val_loss: 0.031197 | Time: 1150.19 ms [2022-04-19 03:13:25 main:574] : INFO : Epoch 1997 | loss: 0.0312001 | val_loss: 0.0311985 | Time: 1133.94 ms [2022-04-19 03:13:27 main:574] : INFO : Epoch 1998 | loss: 0.0311997 | val_loss: 0.0311986 | Time: 1129.15 ms [2022-04-19 03:13:28 main:574] : INFO : Epoch 1999 | loss: 0.0311979 | val_loss: 0.0311984 | Time: 1126.8 ms [2022-04-19 03:13:29 main:574] : INFO : Epoch 2000 | loss: 0.0311995 | val_loss: 0.0311993 | Time: 1150.29 ms [2022-04-19 03:13:30 main:574] : INFO : Epoch 2001 | loss: 0.0311984 | val_loss: 0.0311992 | Time: 1145 ms [2022-04-19 03:13:31 main:574] : INFO : Epoch 2002 | loss: 0.0311978 | val_loss: 0.0311959 | Time: 1130.83 ms [2022-04-19 03:13:32 main:574] : INFO : Epoch 2003 | loss: 0.0311987 | val_loss: 0.0311961 | Time: 1146.15 ms [2022-04-19 03:13:33 main:574] : INFO : Epoch 2004 | loss: 0.031199 | val_loss: 0.0312013 | Time: 1141.38 ms [2022-04-19 03:13:35 main:574] : INFO : Epoch 2005 | loss: 0.0311988 | val_loss: 0.0311996 | Time: 1138.48 ms [2022-04-19 03:13:36 main:574] : INFO : Epoch 2006 | loss: 0.0311996 | val_loss: 0.0311984 | Time: 1155.08 ms [2022-04-19 03:13:37 main:574] : INFO : Epoch 2007 | loss: 0.0312009 | val_loss: 0.0312002 | Time: 1120.24 ms [2022-04-19 03:13:38 main:574] : INFO : Epoch 2008 | loss: 0.0311983 | val_loss: 0.0311975 | Time: 1128.55 ms [2022-04-19 03:13:39 main:574] : INFO : Epoch 2009 | loss: 0.0311974 | val_loss: 0.031196 | Time: 1130.17 ms [2022-04-19 03:13:40 main:574] : INFO : Epoch 2010 | loss: 0.0311977 | val_loss: 0.0311955 | Time: 1133.32 ms [2022-04-19 03:13:41 main:574] : INFO : Epoch 2011 | loss: 0.031198 | val_loss: 0.0311956 | Time: 1143.4 ms [2022-04-19 03:13:43 main:574] : INFO : Epoch 2012 | loss: 0.0311968 | val_loss: 0.0311951 | Time: 1131.01 ms [2022-04-19 03:13:44 main:574] : INFO : Epoch 2013 | loss: 0.0311972 | val_loss: 0.0311959 | Time: 1126.15 ms [2022-04-19 03:13:45 main:574] : INFO : Epoch 2014 | loss: 0.0311973 | val_loss: 0.0312003 | Time: 1139.17 ms [2022-04-19 03:13:46 main:574] : INFO : Epoch 2015 | loss: 0.0311984 | val_loss: 0.0311961 | Time: 1157.82 ms [2022-04-19 03:13:47 main:574] : INFO : Epoch 2016 | loss: 0.0311981 | val_loss: 0.0311961 | Time: 1143.69 ms [2022-04-19 03:13:48 main:574] : INFO : Epoch 2017 | loss: 0.0311987 | val_loss: 0.031198 | Time: 1126.67 ms [2022-04-19 03:13:49 main:574] : INFO : Epoch 2018 | loss: 0.0311971 | val_loss: 0.0311963 | Time: 1145.87 ms [2022-04-19 03:13:51 main:574] : INFO : Epoch 2019 | loss: 0.0311976 | val_loss: 0.0311973 | Time: 1153.28 ms [2022-04-19 03:13:52 main:574] : INFO : Epoch 2020 | loss: 0.0311975 | val_loss: 0.0311963 | Time: 1127.4 ms [2022-04-19 03:13:53 main:574] : INFO : Epoch 2021 | loss: 0.0311972 | val_loss: 0.0312008 | Time: 1130.56 ms [2022-04-19 03:13:54 main:574] : INFO : Epoch 2022 | loss: 0.031198 | val_loss: 0.0311968 | Time: 1126.19 ms [2022-04-19 03:13:55 main:574] : INFO : Epoch 2023 | loss: 0.0311971 | val_loss: 0.031197 | Time: 1126.26 ms [2022-04-19 03:13:56 main:574] : INFO : Epoch 2024 | loss: 0.0311972 | val_loss: 0.0311965 | Time: 1152.27 ms [2022-04-19 03:13:57 main:574] : INFO : Epoch 2025 | loss: 0.0311976 | val_loss: 0.0311967 | Time: 1135.18 ms [2022-04-19 03:13:59 main:574] : INFO : Epoch 2026 | loss: 0.0311968 | val_loss: 0.0311967 | Time: 1149.74 ms [2022-04-19 03:14:00 main:574] : INFO : Epoch 2027 | loss: 0.0311973 | val_loss: 0.0311963 | Time: 1158.96 ms [2022-04-19 03:14:01 main:574] : INFO : Epoch 2028 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 1144.37 ms [2022-04-19 03:14:02 main:574] : INFO : Epoch 2029 | loss: 0.031196 | val_loss: 0.0311962 | Time: 1139.46 ms [2022-04-19 03:14:03 main:574] : INFO : Epoch 2030 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 1134.65 ms [2022-04-19 03:14:04 main:574] : INFO : Epoch 2031 | loss: 0.0311986 | val_loss: 0.0311964 | Time: 1148.23 ms [2022-04-19 03:14:05 main:574] : INFO : Epoch 2032 | loss: 0.0311973 | val_loss: 0.0311961 | Time: 1137.79 ms [2022-04-19 03:14:07 main:574] : INFO : Epoch 2033 | loss: 0.0311963 | val_loss: 0.0311965 | Time: 1122.19 ms [2022-04-19 03:14:08 main:574] : INFO : Epoch 2034 | loss: 0.0311968 | val_loss: 0.0311967 | Time: 1159.97 ms [2022-04-19 03:14:09 main:574] : INFO : Epoch 2035 | loss: 0.0311963 | val_loss: 0.0311966 | Time: 1142.2 ms [2022-04-19 03:14:10 main:574] : INFO : Epoch 2036 | loss: 0.0311961 | val_loss: 0.0312007 | Time: 1136.54 ms [2022-04-19 03:14:11 main:574] : INFO : Epoch 2037 | loss: 0.031198 | val_loss: 0.0311966 | Time: 1131.66 ms [2022-04-19 03:14:12 main:574] : INFO : Epoch 2038 | loss: 0.0311966 | val_loss: 0.031197 | Time: 1129.68 ms [2022-04-19 03:14:13 main:574] : INFO : Epoch 2039 | loss: 0.0311976 | val_loss: 0.0311964 | Time: 1146.62 ms [2022-04-19 03:14:15 main:574] : INFO : Epoch 2040 | loss: 0.0311959 | val_loss: 0.0311995 | Time: 1142.66 ms [2022-04-19 03:14:16 main:574] : INFO : Epoch 2041 | loss: 0.0312042 | val_loss: 0.0312109 | Time: 1138.53 ms [2022-04-19 03:14:17 main:574] : INFO : Epoch 2042 | loss: 0.0312274 | val_loss: 0.0312458 | Time: 1138.32 ms [2022-04-19 03:14:28 main:574] : INFO : Epoch 2043 | loss: 0.0377895 | val_loss: 0.0430129 | Time: 11355.8 ms [2022-04-19 03:14:29 main:574] : INFO : Epoch 2044 | loss: 0.0329432 | val_loss: 0.0316867 | Time: 1131.92 ms [2022-04-19 03:14:31 main:574] : INFO : Epoch 2045 | loss: 0.0313912 | val_loss: 0.0312521 | Time: 1148.36 ms [2022-04-19 03:14:32 main:574] : INFO : Epoch 2046 | loss: 0.0312545 | val_loss: 0.0312384 | Time: 1142.48 ms [2022-04-19 03:14:33 main:574] : INFO : Epoch 2047 | loss: 0.0312233 | val_loss: 0.0312133 | Time: 1137.27 ms [2022-04-19 03:14:34 main:574] : INFO : Epoch 2048 | loss: 0.031211 | val_loss: 0.0312068 | Time: 1156.12 ms [2022-04-19 03:14:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312068 [2022-04-19 03:14:34 main:603] : INFO : Saving end state to config to file [2022-04-19 03:14:34 main:608] : INFO : Success, exiting.. 03:14:34 (19668): 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)