Task 14597718
| Name | ParityModified-1647046502-3512-3-0_0 |
| Workunit | 11618621 |
| Created | 11 Apr 2022, 22:46:16 UTC |
| Sent | 11 Apr 2022, 22:46:23 UTC |
| Report deadline | 19 Apr 2022, 22:46:23 UTC |
| Received | 12 Apr 2022, 0:51:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 38 min 57 sec |
| CPU time | 38 min 34 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> main:574] : INFO : Epoch 1542 | loss: 0.0312052 | val_loss: 0.031205 | Time: 1122.05 ms [2022-04-11 18:41:50 main:574] : INFO : Epoch 1543 | loss: 0.0312067 | val_loss: 0.0312039 | Time: 1139.12 ms [2022-04-11 18:41:51 main:574] : INFO : Epoch 1544 | loss: 0.0312048 | val_loss: 0.0312033 | Time: 1131.96 ms [2022-04-11 18:41:52 main:574] : INFO : Epoch 1545 | loss: 0.0312018 | val_loss: 0.0312062 | Time: 1127.26 ms [2022-04-11 18:41:53 main:574] : INFO : Epoch 1546 | loss: 0.031205 | val_loss: 0.0312034 | Time: 1128.86 ms [2022-04-11 18:41:54 main:574] : INFO : Epoch 1547 | loss: 0.0312071 | val_loss: 0.0312051 | Time: 1122.52 ms [2022-04-11 18:41:55 main:574] : INFO : Epoch 1548 | loss: 0.0312054 | val_loss: 0.0312046 | Time: 1130.88 ms [2022-04-11 18:41:56 main:574] : INFO : Epoch 1549 | loss: 0.0312036 | val_loss: 0.0312067 | Time: 1131.72 ms [2022-04-11 18:41:58 main:574] : INFO : Epoch 1550 | loss: 0.0312164 | val_loss: 0.0312184 | Time: 1129.64 ms [2022-04-11 18:41:59 main:574] : INFO : Epoch 1551 | loss: 0.0312176 | val_loss: 0.031215 | Time: 1121.47 ms [2022-04-11 18:42:00 main:574] : INFO : Epoch 1552 | loss: 0.0312142 | val_loss: 0.0312132 | Time: 1136.19 ms [2022-04-11 18:42:01 main:574] : INFO : Epoch 1553 | loss: 0.0312126 | val_loss: 0.0312124 | Time: 1126.54 ms [2022-04-11 18:42:02 main:574] : INFO : Epoch 1554 | loss: 0.0312127 | val_loss: 0.0312127 | Time: 1135.39 ms [2022-04-11 18:42:03 main:574] : INFO : Epoch 1555 | loss: 0.0312113 | val_loss: 0.0312133 | Time: 1149.77 ms [2022-04-11 18:42:04 main:574] : INFO : Epoch 1556 | loss: 0.0312105 | val_loss: 0.0312111 | Time: 1132.97 ms [2022-04-11 18:42:06 main:574] : INFO : Epoch 1557 | loss: 0.0312118 | val_loss: 0.0312163 | Time: 1138.33 ms [2022-04-11 18:42:07 main:574] : INFO : Epoch 1558 | loss: 0.031215 | val_loss: 0.0312111 | Time: 1123.84 ms [2022-04-11 18:42:08 main:574] : INFO : Epoch 1559 | loss: 0.0312094 | val_loss: 0.0312099 | Time: 1128.56 ms [2022-04-11 18:42:09 main:574] : INFO : Epoch 1560 | loss: 0.0312088 | val_loss: 0.0312091 | Time: 1142.51 ms [2022-04-11 18:42:10 main:574] : INFO : Epoch 1561 | loss: 0.0312104 | val_loss: 0.0312123 | Time: 1132.03 ms [2022-04-11 18:42:11 main:574] : INFO : Epoch 1562 | loss: 0.0312082 | val_loss: 0.0312105 | Time: 1126.82 ms [2022-04-11 18:42:12 main:574] : INFO : Epoch 1563 | loss: 0.0312105 | val_loss: 0.0312115 | Time: 1129.06 ms [2022-04-11 18:42:14 main:574] : INFO : Epoch 1564 | loss: 0.0312144 | val_loss: 0.03121 | Time: 1124.39 ms [2022-04-11 18:42:15 main:574] : INFO : Epoch 1565 | loss: 0.0312227 | val_loss: 0.0312315 | Time: 1126.4 ms [2022-04-11 18:42:16 main:574] : INFO : Epoch 1566 | loss: 0.0327563 | val_loss: 0.0343769 | Time: 1132.48 ms [2022-04-11 18:42:17 main:574] : INFO : Epoch 1567 | loss: 0.0411252 | val_loss: 0.0349121 | Time: 1130.11 ms [2022-04-11 18:42:18 main:574] : INFO : Epoch 1568 | loss: 0.033167 | val_loss: 0.0318234 | Time: 1118.11 ms [2022-04-11 18:42:19 main:574] : INFO : Epoch 1569 | loss: 0.0314572 | val_loss: 0.0313144 | Time: 1135.32 ms [2022-04-11 18:42:20 main:574] : INFO : Epoch 1570 | loss: 0.031282 | val_loss: 0.0312566 | Time: 1126.02 ms [2022-04-11 18:42:21 main:574] : INFO : Epoch 1571 | loss: 0.0312529 | val_loss: 0.0312496 | Time: 1133.21 ms [2022-04-11 18:42:23 main:574] : INFO : Epoch 1572 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 1129.09 ms [2022-04-11 18:42:24 main:574] : INFO : Epoch 1573 | loss: 0.031242 | val_loss: 0.0312416 | Time: 1125.67 ms [2022-04-11 18:42:25 main:574] : INFO : Epoch 1574 | loss: 0.0312397 | val_loss: 0.0312397 | Time: 1136.27 ms [2022-04-11 18:42:26 main:574] : INFO : Epoch 1575 | loss: 0.0312376 | val_loss: 0.0312378 | Time: 1127.64 ms [2022-04-11 18:42:27 main:574] : INFO : Epoch 1576 | loss: 0.0312362 | val_loss: 0.0312372 | Time: 1131.07 ms [2022-04-11 18:42:28 main:574] : INFO : Epoch 1577 | loss: 0.0312347 | val_loss: 0.0312331 | Time: 1131.94 ms [2022-04-11 18:42:29 main:574] : INFO : Epoch 1578 | loss: 0.0312314 | val_loss: 0.0312313 | Time: 1123.53 ms [2022-04-11 18:42:31 main:574] : INFO : Epoch 1579 | loss: 0.0312304 | val_loss: 0.0312305 | Time: 1135.12 ms [2022-04-11 18:42:32 main:574] : INFO : Epoch 1580 | loss: 0.0312295 | val_loss: 0.0312295 | Time: 1126.75 ms [2022-04-11 18:42:33 main:574] : INFO : Epoch 1581 | loss: 0.0312289 | val_loss: 0.0312286 | Time: 1131.05 ms [2022-04-11 18:42:34 main:574] : INFO : Epoch 1582 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 1123.77 ms [2022-04-11 18:42:35 main:574] : INFO : Epoch 1583 | loss: 0.0312275 | val_loss: 0.0312271 | Time: 1133.69 ms [2022-04-11 18:42:36 main:574] : INFO : Epoch 1584 | loss: 0.0312275 | val_loss: 0.0312274 | Time: 1136.34 ms [2022-04-11 18:42:37 main:574] : INFO : Epoch 1585 | loss: 0.0312271 | val_loss: 0.031227 | Time: 1135.87 ms [2022-04-11 18:42:39 main:574] : INFO : Epoch 1586 | loss: 0.0312268 | val_loss: 0.0312267 | Time: 1129.03 ms [2022-04-11 18:42:40 main:574] : INFO : Epoch 1587 | loss: 0.0312264 | val_loss: 0.0312262 | Time: 1126.4 ms [2022-04-11 18:42:41 main:574] : INFO : Epoch 1588 | loss: 0.0312261 | val_loss: 0.0312256 | Time: 1128.77 ms [2022-04-11 18:42:42 main:574] : INFO : Epoch 1589 | loss: 0.0312262 | val_loss: 0.0312255 | Time: 1128.08 ms [2022-04-11 18:42:43 main:574] : INFO : Epoch 1590 | loss: 0.0312258 | val_loss: 0.0312245 | Time: 1134.11 ms [2022-04-11 18:42:44 main:574] : INFO : Epoch 1591 | loss: 0.0312251 | val_loss: 0.0312243 | Time: 1131.96 ms [2022-04-11 18:42:45 main:574] : INFO : Epoch 1592 | loss: 0.031225 | val_loss: 0.0312245 | Time: 1128.3 ms [2022-04-11 18:42:46 main:574] : INFO : Epoch 1593 | loss: 0.0312256 | val_loss: 0.0312257 | Time: 1120.39 ms [2022-04-11 18:42:48 main:574] : INFO : Epoch 1594 | loss: 0.0312251 | val_loss: 0.0312251 | Time: 1128.62 ms [2022-04-11 18:42:49 main:574] : INFO : Epoch 1595 | loss: 0.0312252 | val_loss: 0.0312242 | Time: 1131.24 ms [2022-04-11 18:42:50 main:574] : INFO : Epoch 1596 | loss: 0.0312248 | val_loss: 0.0312261 | Time: 1131.71 ms [2022-04-11 18:42:51 main:574] : INFO : Epoch 1597 | loss: 0.0312252 | val_loss: 0.0312252 | Time: 1147.44 ms [2022-04-11 18:42:52 main:574] : INFO : Epoch 1598 | loss: 0.0312241 | val_loss: 0.0312277 | Time: 1144.3 ms [2022-04-11 18:42:53 main:574] : INFO : Epoch 1599 | loss: 0.0312236 | val_loss: 0.0312224 | Time: 1132.59 ms [2022-04-11 18:42:54 main:574] : INFO : Epoch 1600 | loss: 0.0312227 | val_loss: 0.0312221 | Time: 1119.78 ms [2022-04-11 18:42:56 main:574] : INFO : Epoch 1601 | loss: 0.0312225 | val_loss: 0.0312225 | Time: 1123.51 ms [2022-04-11 18:42:57 main:574] : INFO : Epoch 1602 | loss: 0.0312226 | val_loss: 0.0312217 | Time: 1139.76 ms [2022-04-11 18:42:58 main:574] : INFO : Epoch 1603 | loss: 0.0312224 | val_loss: 0.0312216 | Time: 1149.53 ms [2022-04-11 18:42:59 main:574] : INFO : Epoch 1604 | loss: 0.0312224 | val_loss: 0.0312219 | Time: 1138.89 ms [2022-04-11 18:43:00 main:574] : INFO : Epoch 1605 | loss: 0.031223 | val_loss: 0.0312211 | Time: 1140.64 ms [2022-04-11 18:43:01 main:574] : INFO : Epoch 1606 | loss: 0.0312226 | val_loss: 0.0312208 | Time: 1134.58 ms [2022-04-11 18:43:02 main:574] : INFO : Epoch 1607 | loss: 0.0312226 | val_loss: 0.0312201 | Time: 1116.94 ms [2022-04-11 18:43:04 main:574] : INFO : Epoch 1608 | loss: 0.0312216 | val_loss: 0.0312203 | Time: 1131.75 ms [2022-04-11 18:43:05 main:574] : INFO : Epoch 1609 | loss: 0.0312215 | val_loss: 0.03122 | Time: 1130.82 ms [2022-04-11 18:43:06 main:574] : INFO : Epoch 1610 | loss: 0.0312211 | val_loss: 0.0312201 | Time: 1125.5 ms [2022-04-11 18:43:07 main:574] : INFO : Epoch 1611 | loss: 0.0312208 | val_loss: 0.0312204 | Time: 1119.3 ms [2022-04-11 18:43:08 main:574] : INFO : Epoch 1612 | loss: 0.0312208 | val_loss: 0.0312201 | Time: 1136.68 ms [2022-04-11 18:43:09 main:574] : INFO : Epoch 1613 | loss: 0.0312215 | val_loss: 0.0312221 | Time: 1128.53 ms [2022-04-11 18:43:10 main:574] : INFO : Epoch 1614 | loss: 0.0312218 | val_loss: 0.0312209 | Time: 1127.65 ms [2022-04-11 18:43:11 main:574] : INFO : Epoch 1615 | loss: 0.0312213 | val_loss: 0.0312209 | Time: 1127.17 ms [2022-04-11 18:43:13 main:574] : INFO : Epoch 1616 | loss: 0.0312211 | val_loss: 0.0312207 | Time: 1130.2 ms [2022-04-11 18:43:14 main:574] : INFO : Epoch 1617 | loss: 0.031221 | val_loss: 0.0312206 | Time: 1130.96 ms [2022-04-11 18:43:15 main:574] : INFO : Epoch 1618 | loss: 0.0312213 | val_loss: 0.0312207 | Time: 1124.3 ms [2022-04-11 18:43:16 main:574] : INFO : Epoch 1619 | loss: 0.0312224 | val_loss: 0.0312202 | Time: 1143.5 ms [2022-04-11 18:43:17 main:574] : INFO : Epoch 1620 | loss: 0.0312207 | val_loss: 0.0312209 | Time: 1125.07 ms [2022-04-11 18:43:18 main:574] : INFO : Epoch 1621 | loss: 0.0312205 | val_loss: 0.0312202 | Time: 1119.06 ms [2022-04-11 18:43:19 main:574] : INFO : Epoch 1622 | loss: 0.0312202 | val_loss: 0.0312197 | Time: 1122.63 ms [2022-04-11 18:43:21 main:574] : INFO : Epoch 1623 | loss: 0.0312209 | val_loss: 0.0312204 | Time: 1126.01 ms [2022-04-11 18:43:22 main:574] : INFO : Epoch 1624 | loss: 0.03122 | val_loss: 0.0312201 | Time: 1113.6 ms [2022-04-11 18:43:23 main:574] : INFO : Epoch 1625 | loss: 0.0312191 | val_loss: 0.0312198 | Time: 1140.58 ms [2022-04-11 18:43:24 main:574] : INFO : Epoch 1626 | loss: 0.0312198 | val_loss: 0.0312194 | Time: 1133.82 ms [2022-04-11 18:43:25 main:574] : INFO : Epoch 1627 | loss: 0.0312201 | val_loss: 0.0312218 | Time: 1139.12 ms [2022-04-11 18:43:26 main:574] : INFO : Epoch 1628 | loss: 0.0312225 | val_loss: 0.0312262 | Time: 1121.2 ms [2022-04-11 18:43:27 main:574] : INFO : Epoch 1629 | loss: 0.0312216 | val_loss: 0.0312215 | Time: 1142.45 ms [2022-04-11 18:43:29 main:574] : INFO : Epoch 1630 | loss: 0.0312186 | val_loss: 0.0312184 | Time: 1130.28 ms [2022-04-11 18:43:30 main:574] : INFO : Epoch 1631 | loss: 0.0312183 | val_loss: 0.0312194 | Time: 1127.5 ms [2022-04-11 18:43:31 main:574] : INFO : Epoch 1632 | loss: 0.031219 | val_loss: 0.0312188 | Time: 1138.07 ms [2022-04-11 18:43:32 main:574] : INFO : Epoch 1633 | loss: 0.0312181 | val_loss: 0.0312185 | Time: 1135.24 ms [2022-04-11 18:43:33 main:574] : INFO : Epoch 1634 | loss: 0.0312176 | val_loss: 0.0312176 | Time: 1131.71 ms [2022-04-11 18:43:34 main:574] : INFO : Epoch 1635 | loss: 0.031218 | val_loss: 0.0312177 | Time: 1130.17 ms [2022-04-11 18:43:35 main:574] : INFO : Epoch 1636 | loss: 0.0312175 | val_loss: 0.0312174 | Time: 1139.28 ms [2022-04-11 18:43:36 main:574] : INFO : Epoch 1637 | loss: 0.0312174 | val_loss: 0.0312173 | Time: 1118.72 ms [2022-04-11 18:43:38 main:574] : INFO : Epoch 1638 | loss: 0.0312168 | val_loss: 0.0312169 | Time: 1145.74 ms [2022-04-11 18:43:39 main:574] : INFO : Epoch 1639 | loss: 0.0312166 | val_loss: 0.0312173 | Time: 1139.87 ms [2022-04-11 18:43:40 main:574] : INFO : Epoch 1640 | loss: 0.0312171 | val_loss: 0.0312168 | Time: 1127.39 ms [2022-04-11 18:43:41 main:574] : INFO : Epoch 1641 | loss: 0.031217 | val_loss: 0.0312164 | Time: 1121.51 ms [2022-04-11 18:43:42 main:574] : INFO : Epoch 1642 | loss: 0.0312166 | val_loss: 0.031216 | Time: 1121.89 ms [2022-04-11 18:43:43 main:574] : INFO : Epoch 1643 | loss: 0.0312162 | val_loss: 0.0312165 | Time: 1128.52 ms [2022-04-11 18:43:44 main:574] : INFO : Epoch 1644 | loss: 0.0312162 | val_loss: 0.0312164 | Time: 1124.28 ms [2022-04-11 18:43:46 main:574] : INFO : Epoch 1645 | loss: 0.0312163 | val_loss: 0.0312158 | Time: 1140.34 ms [2022-04-11 18:43:47 main:574] : INFO : Epoch 1646 | loss: 0.0312161 | val_loss: 0.0312154 | Time: 1143.34 ms [2022-04-11 18:43:48 main:574] : INFO : Epoch 1647 | loss: 0.0312162 | val_loss: 0.0312151 | Time: 1125.6 ms [2022-04-11 18:43:49 main:574] : INFO : Epoch 1648 | loss: 0.0312156 | val_loss: 0.0312149 | Time: 1131.72 ms [2022-04-11 18:43:50 main:574] : INFO : Epoch 1649 | loss: 0.0312154 | val_loss: 0.0312151 | Time: 1139.56 ms [2022-04-11 18:43:51 main:574] : INFO : Epoch 1650 | loss: 0.0312153 | val_loss: 0.0312147 | Time: 1127.36 ms [2022-04-11 18:43:52 main:574] : INFO : Epoch 1651 | loss: 0.0312151 | val_loss: 0.0312145 | Time: 1127.27 ms [2022-04-11 18:43:54 main:574] : INFO : Epoch 1652 | loss: 0.0312155 | val_loss: 0.0312141 | Time: 1130.5 ms [2022-04-11 18:43:55 main:574] : INFO : Epoch 1653 | loss: 0.0312147 | val_loss: 0.0312167 | Time: 1132.78 ms [2022-04-11 18:43:56 main:574] : INFO : Epoch 1654 | loss: 0.0312159 | val_loss: 0.031213 | Time: 1141.41 ms [2022-04-11 18:43:57 main:574] : INFO : Epoch 1655 | loss: 0.0312147 | val_loss: 0.0312131 | Time: 1127.19 ms [2022-04-11 18:43:58 main:574] : INFO : Epoch 1656 | loss: 0.0312152 | val_loss: 0.0312134 | Time: 1127.99 ms [2022-04-11 18:43:59 main:574] : INFO : Epoch 1657 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 1131.28 ms [2022-04-11 18:44:00 main:574] : INFO : Epoch 1658 | loss: 0.0312166 | val_loss: 0.0312163 | Time: 1136.05 ms [2022-04-11 18:44:02 main:574] : INFO : Epoch 1659 | loss: 0.0312149 | val_loss: 0.0312145 | Time: 1121.85 ms [2022-04-11 18:44:03 main:574] : INFO : Epoch 1660 | loss: 0.031214 | val_loss: 0.031215 | Time: 1127.11 ms [2022-04-11 18:44:04 main:574] : INFO : Epoch 1661 | loss: 0.0312137 | val_loss: 0.0312136 | Time: 1126.89 ms [2022-04-11 18:44:05 main:574] : INFO : Epoch 1662 | loss: 0.0312161 | val_loss: 0.0312183 | Time: 1138.04 ms [2022-04-11 18:44:06 main:574] : INFO : Epoch 1663 | loss: 0.0312162 | val_loss: 0.0312123 | Time: 1121.94 ms [2022-04-11 18:44:07 main:574] : INFO : Epoch 1664 | loss: 0.0312127 | val_loss: 0.0312132 | Time: 1135.68 ms [2022-04-11 18:44:08 main:574] : INFO : Epoch 1665 | loss: 0.0312125 | val_loss: 0.0312121 | Time: 1132.46 ms [2022-04-11 18:44:09 main:574] : INFO : Epoch 1666 | loss: 0.0312126 | val_loss: 0.0312122 | Time: 1133.27 ms [2022-04-11 18:44:11 main:574] : INFO : Epoch 1667 | loss: 0.0312134 | val_loss: 0.0312133 | Time: 1138.32 ms [2022-04-11 18:44:12 main:574] : INFO : Epoch 1668 | loss: 0.0312134 | val_loss: 0.0312134 | Time: 1122.35 ms [2022-04-11 18:44:13 main:574] : INFO : Epoch 1669 | loss: 0.0312138 | val_loss: 0.0312144 | Time: 1136.95 ms [2022-04-11 18:44:14 main:574] : INFO : Epoch 1670 | loss: 0.0312152 | val_loss: 0.03122 | Time: 1158.02 ms [2022-04-11 18:44:15 main:574] : INFO : Epoch 1671 | loss: 0.0312178 | val_loss: 0.0312124 | Time: 1132.46 ms [2022-04-11 18:44:16 main:574] : INFO : Epoch 1672 | loss: 0.0312138 | val_loss: 0.0312127 | Time: 1130.88 ms [2022-04-11 18:44:28 main:574] : INFO : Epoch 1673 | loss: 0.0312126 | val_loss: 0.0312123 | Time: 11487.9 ms [2022-04-11 18:44:29 main:574] : INFO : Epoch 1674 | loss: 0.0312117 | val_loss: 0.0312108 | Time: 1130.96 ms [2022-04-11 18:44:30 main:574] : INFO : Epoch 1675 | loss: 0.0312121 | val_loss: 0.0312126 | Time: 1136.76 ms [2022-04-11 18:44:31 main:574] : INFO : Epoch 1676 | loss: 0.0312115 | val_loss: 0.0312088 | Time: 1123.79 ms [2022-04-11 18:44:32 main:574] : INFO : Epoch 1677 | loss: 0.0312094 | val_loss: 0.0312053 | Time: 1123.46 ms [2022-04-11 18:44:34 main:574] : INFO : Epoch 1678 | loss: 0.0312085 | val_loss: 0.0312049 | Time: 1130.8 ms [2022-04-11 18:44:35 main:574] : INFO : Epoch 1679 | loss: 0.0312096 | val_loss: 0.0312065 | Time: 1124 ms [2022-04-11 18:44:36 main:574] : INFO : Epoch 1680 | loss: 0.0312096 | val_loss: 0.0312035 | Time: 1120.76 ms [2022-04-11 18:44:37 main:574] : INFO : Epoch 1681 | loss: 0.0312052 | val_loss: 0.0312057 | Time: 1143.29 ms [2022-04-11 18:44:38 main:574] : INFO : Epoch 1682 | loss: 0.0312057 | val_loss: 0.0312027 | Time: 1146.49 ms [2022-04-11 18:44:39 main:574] : INFO : Epoch 1683 | loss: 0.0312041 | val_loss: 0.0312026 | Time: 1130.75 ms [2022-04-11 18:44:40 main:574] : INFO : Epoch 1684 | loss: 0.0312035 | val_loss: 0.0312012 | Time: 1142.46 ms [2022-04-11 18:44:41 main:574] : INFO : Epoch 1685 | loss: 0.0312053 | val_loss: 0.0312 | Time: 1130.48 ms [2022-04-11 18:44:43 main:574] : INFO : Epoch 1686 | loss: 0.0312046 | val_loss: 0.0312 | Time: 1135.45 ms [2022-04-11 18:44:44 main:574] : INFO : Epoch 1687 | loss: 0.0312046 | val_loss: 0.0312 | Time: 1136.75 ms [2022-04-11 18:44:45 main:574] : INFO : Epoch 1688 | loss: 0.0312056 | val_loss: 0.0312009 | Time: 1129.22 ms [2022-04-11 18:44:46 main:574] : INFO : Epoch 1689 | loss: 0.031209 | val_loss: 0.0312129 | Time: 1124.92 ms [2022-04-11 18:44:47 main:574] : INFO : Epoch 1690 | loss: 0.0312073 | val_loss: 0.0312091 | Time: 1133.71 ms [2022-04-11 18:44:48 main:574] : INFO : Epoch 1691 | loss: 0.0312055 | val_loss: 0.0312052 | Time: 1119.09 ms [2022-04-11 18:44:49 main:574] : INFO : Epoch 1692 | loss: 0.0312036 | val_loss: 0.0312043 | Time: 1123.42 ms [2022-04-11 18:44:51 main:574] : INFO : Epoch 1693 | loss: 0.0312024 | val_loss: 0.0312024 | Time: 1136.97 ms [2022-04-11 18:44:52 main:574] : INFO : Epoch 1694 | loss: 0.0312029 | val_loss: 0.0312063 | Time: 1121.09 ms [2022-04-11 18:44:53 main:574] : INFO : Epoch 1695 | loss: 0.0312034 | val_loss: 0.0312041 | Time: 1117.38 ms [2022-04-11 18:44:54 main:574] : INFO : Epoch 1696 | loss: 0.0312004 | val_loss: 0.0312035 | Time: 1133.77 ms [2022-04-11 18:44:55 main:574] : INFO : Epoch 1697 | loss: 0.0312 | val_loss: 0.0312018 | Time: 1128.55 ms [2022-04-11 18:44:56 main:574] : INFO : Epoch 1698 | loss: 0.0312024 | val_loss: 0.0311984 | Time: 1119.39 ms [2022-04-11 18:44:57 main:574] : INFO : Epoch 1699 | loss: 0.031203 | val_loss: 0.0312066 | Time: 1128.97 ms [2022-04-11 18:44:58 main:574] : INFO : Epoch 1700 | loss: 0.0312021 | val_loss: 0.0311983 | Time: 1120.42 ms [2022-04-11 18:45:00 main:574] : INFO : Epoch 1701 | loss: 0.0312004 | val_loss: 0.0312034 | Time: 1143.85 ms [2022-04-11 18:45:01 main:574] : INFO : Epoch 1702 | loss: 0.0311984 | val_loss: 0.0312008 | Time: 1138.89 ms [2022-04-11 18:45:02 main:574] : INFO : Epoch 1703 | loss: 0.0311997 | val_loss: 0.0312004 | Time: 1146.51 ms [2022-04-11 18:45:03 main:574] : INFO : Epoch 1704 | loss: 0.0312008 | val_loss: 0.0311984 | Time: 1122.26 ms [2022-04-11 18:45:04 main:574] : INFO : Epoch 1705 | loss: 0.0311974 | val_loss: 0.0311966 | Time: 1139.49 ms [2022-04-11 18:45:05 main:574] : INFO : Epoch 1706 | loss: 0.0311978 | val_loss: 0.0311972 | Time: 1129.41 ms [2022-04-11 18:45:06 main:574] : INFO : Epoch 1707 | loss: 0.0311977 | val_loss: 0.0311966 | Time: 1146.54 ms [2022-04-11 18:45:08 main:574] : INFO : Epoch 1708 | loss: 0.0311974 | val_loss: 0.0311958 | Time: 1133.58 ms [2022-04-11 18:45:09 main:574] : INFO : Epoch 1709 | loss: 0.0311968 | val_loss: 0.0311955 | Time: 1137.94 ms [2022-04-11 18:45:10 main:574] : INFO : Epoch 1710 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 1138.09 ms [2022-04-11 18:45:11 main:574] : INFO : Epoch 1711 | loss: 0.0311975 | val_loss: 0.0311935 | Time: 1141.18 ms [2022-04-11 18:45:12 main:574] : INFO : Epoch 1712 | loss: 0.0311971 | val_loss: 0.0311935 | Time: 1127.42 ms [2022-04-11 18:45:13 main:574] : INFO : Epoch 1713 | loss: 0.0311972 | val_loss: 0.0311928 | Time: 1124.95 ms [2022-04-11 18:45:14 main:574] : INFO : Epoch 1714 | loss: 0.0311961 | val_loss: 0.0312029 | Time: 1146.26 ms [2022-04-11 18:45:16 main:574] : INFO : Epoch 1715 | loss: 0.0311996 | val_loss: 0.0311961 | Time: 1132.24 ms [2022-04-11 18:45:17 main:574] : INFO : Epoch 1716 | loss: 0.0311949 | val_loss: 0.0311943 | Time: 1132.15 ms [2022-04-11 18:45:18 main:574] : INFO : Epoch 1717 | loss: 0.0311937 | val_loss: 0.0311942 | Time: 1144.33 ms [2022-04-11 18:45:19 main:574] : INFO : Epoch 1718 | loss: 0.0311928 | val_loss: 0.0311935 | Time: 1141.18 ms [2022-04-11 18:45:20 main:574] : INFO : Epoch 1719 | loss: 0.0311939 | val_loss: 0.0311952 | Time: 1136.49 ms [2022-04-11 18:45:21 main:574] : INFO : Epoch 1720 | loss: 0.0311958 | val_loss: 0.0311993 | Time: 1119.45 ms [2022-04-11 18:45:22 main:574] : INFO : Epoch 1721 | loss: 0.0311938 | val_loss: 0.0311977 | Time: 1132.82 ms [2022-04-11 18:45:24 main:574] : INFO : Epoch 1722 | loss: 0.0311933 | val_loss: 0.0311973 | Time: 1133.57 ms [2022-04-11 18:45:25 main:574] : INFO : Epoch 1723 | loss: 0.0311946 | val_loss: 0.0311965 | Time: 1121.38 ms [2022-04-11 18:45:26 main:574] : INFO : Epoch 1724 | loss: 0.0311924 | val_loss: 0.0311902 | Time: 1137.66 ms [2022-04-11 18:45:27 main:574] : INFO : Epoch 1725 | loss: 0.0311926 | val_loss: 0.031191 | Time: 1118.7 ms [2022-04-11 18:45:28 main:574] : INFO : Epoch 1726 | loss: 0.0311936 | val_loss: 0.0311977 | Time: 1135.83 ms [2022-04-11 18:45:29 main:574] : INFO : Epoch 1727 | loss: 0.031192 | val_loss: 0.0311933 | Time: 1135.56 ms [2022-04-11 18:45:30 main:574] : INFO : Epoch 1728 | loss: 0.0311923 | val_loss: 0.0311907 | Time: 1125.32 ms [2022-04-11 18:45:32 main:574] : INFO : Epoch 1729 | loss: 0.0311921 | val_loss: 0.0311895 | Time: 1130.56 ms [2022-04-11 18:45:33 main:574] : INFO : Epoch 1730 | loss: 0.0311915 | val_loss: 0.0311885 | Time: 1135.86 ms [2022-04-11 18:45:34 main:574] : INFO : Epoch 1731 | loss: 0.0311908 | val_loss: 0.0311896 | Time: 1126.79 ms [2022-04-11 18:45:35 main:574] : INFO : Epoch 1732 | loss: 0.0311938 | val_loss: 0.0311963 | Time: 1126.65 ms [2022-04-11 18:45:36 main:574] : INFO : Epoch 1733 | loss: 0.0311941 | val_loss: 0.0311919 | Time: 1138.19 ms [2022-04-11 18:45:37 main:574] : INFO : Epoch 1734 | loss: 0.0311935 | val_loss: 0.0311972 | Time: 1133.7 ms [2022-04-11 18:45:38 main:574] : INFO : Epoch 1735 | loss: 0.031192 | val_loss: 0.0311899 | Time: 1135.55 ms [2022-04-11 18:45:40 main:574] : INFO : Epoch 1736 | loss: 0.0311914 | val_loss: 0.0311988 | Time: 1144.52 ms [2022-04-11 18:45:41 main:574] : INFO : Epoch 1737 | loss: 0.0311955 | val_loss: 0.0311946 | Time: 1133.14 ms [2022-04-11 18:45:42 main:574] : INFO : Epoch 1738 | loss: 0.031191 | val_loss: 0.0311908 | Time: 1125.67 ms [2022-04-11 18:45:43 main:574] : INFO : Epoch 1739 | loss: 0.0311899 | val_loss: 0.0311965 | Time: 1121.21 ms [2022-04-11 18:45:44 main:574] : INFO : Epoch 1740 | loss: 0.0311899 | val_loss: 0.0311866 | Time: 1118.01 ms [2022-04-11 18:45:45 main:574] : INFO : Epoch 1741 | loss: 0.0311866 | val_loss: 0.0311885 | Time: 1137.58 ms [2022-04-11 18:45:46 main:574] : INFO : Epoch 1742 | loss: 0.0311872 | val_loss: 0.0311946 | Time: 1123.06 ms [2022-04-11 18:45:47 main:574] : INFO : Epoch 1743 | loss: 0.0311883 | val_loss: 0.0311916 | Time: 1129.83 ms [2022-04-11 18:45:49 main:574] : INFO : Epoch 1744 | loss: 0.0311884 | val_loss: 0.0311879 | Time: 1117.99 ms [2022-04-11 18:45:50 main:574] : INFO : Epoch 1745 | loss: 0.0311874 | val_loss: 0.0311878 | Time: 1119.08 ms [2022-04-11 18:45:51 main:574] : INFO : Epoch 1746 | loss: 0.0311876 | val_loss: 0.0311918 | Time: 1123.15 ms [2022-04-11 18:45:52 main:574] : INFO : Epoch 1747 | loss: 0.0311901 | val_loss: 0.0311872 | Time: 1124.38 ms [2022-04-11 18:45:53 main:574] : INFO : Epoch 1748 | loss: 0.0311873 | val_loss: 0.0311882 | Time: 1129.6 ms [2022-04-11 18:45:54 main:574] : INFO : Epoch 1749 | loss: 0.0311874 | val_loss: 0.0311883 | Time: 1138.4 ms [2022-04-11 18:45:55 main:574] : INFO : Epoch 1750 | loss: 0.0311902 | val_loss: 0.031193 | Time: 1138.18 ms [2022-04-11 18:45:57 main:574] : INFO : Epoch 1751 | loss: 0.0311863 | val_loss: 0.0311871 | Time: 1137.37 ms [2022-04-11 18:45:58 main:574] : INFO : Epoch 1752 | loss: 0.0311879 | val_loss: 0.0312011 | Time: 1133.66 ms [2022-04-11 18:45:59 main:574] : INFO : Epoch 1753 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 1132.8 ms [2022-04-11 18:46:00 main:574] : INFO : Epoch 1754 | loss: 0.0311872 | val_loss: 0.0311887 | Time: 1139.26 ms [2022-04-11 18:46:01 main:574] : INFO : Epoch 1755 | loss: 0.0311872 | val_loss: 0.0311909 | Time: 1125.14 ms [2022-04-11 18:46:02 main:574] : INFO : Epoch 1756 | loss: 0.0311871 | val_loss: 0.0311887 | Time: 1128.39 ms [2022-04-11 18:46:03 main:574] : INFO : Epoch 1757 | loss: 0.0311882 | val_loss: 0.0311927 | Time: 1137.45 ms [2022-04-11 18:46:05 main:574] : INFO : Epoch 1758 | loss: 0.0311878 | val_loss: 0.031189 | Time: 1130.26 ms [2022-04-11 18:46:06 main:574] : INFO : Epoch 1759 | loss: 0.0311857 | val_loss: 0.0311896 | Time: 1131.65 ms [2022-04-11 18:46:07 main:574] : INFO : Epoch 1760 | loss: 0.0311883 | val_loss: 0.0311944 | Time: 1144.9 ms [2022-04-11 18:46:08 main:574] : INFO : Epoch 1761 | loss: 0.0311889 | val_loss: 0.0311891 | Time: 1131.83 ms [2022-04-11 18:46:09 main:574] : INFO : Epoch 1762 | loss: 0.031191 | val_loss: 0.0311925 | Time: 1133.58 ms [2022-04-11 18:46:10 main:574] : INFO : Epoch 1763 | loss: 0.0311889 | val_loss: 0.031185 | Time: 1130.88 ms [2022-04-11 18:46:11 main:574] : INFO : Epoch 1764 | loss: 0.0311904 | val_loss: 0.0311937 | Time: 1127.86 ms [2022-04-11 18:46:13 main:574] : INFO : Epoch 1765 | loss: 0.0311883 | val_loss: 0.0311855 | Time: 1118.79 ms [2022-04-11 18:46:14 main:574] : INFO : Epoch 1766 | loss: 0.031187 | val_loss: 0.0311855 | Time: 1128.46 ms [2022-04-11 18:46:15 main:574] : INFO : Epoch 1767 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 1123.32 ms [2022-04-11 18:46:16 main:574] : INFO : Epoch 1768 | loss: 0.031188 | val_loss: 0.0311859 | Time: 1130.55 ms [2022-04-11 18:46:17 main:574] : INFO : Epoch 1769 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 1130.22 ms [2022-04-11 18:46:18 main:574] : INFO : Epoch 1770 | loss: 0.0311855 | val_loss: 0.0311881 | Time: 1121.14 ms [2022-04-11 18:46:19 main:574] : INFO : Epoch 1771 | loss: 0.0311863 | val_loss: 0.0311858 | Time: 1138.58 ms [2022-04-11 18:46:20 main:574] : INFO : Epoch 1772 | loss: 0.0311851 | val_loss: 0.0311859 | Time: 1139.99 ms [2022-04-11 18:46:22 main:574] : INFO : Epoch 1773 | loss: 0.0311863 | val_loss: 0.031186 | Time: 1124.17 ms [2022-04-11 18:46:23 main:574] : INFO : Epoch 1774 | loss: 0.031188 | val_loss: 0.0311878 | Time: 1131.3 ms [2022-04-11 18:46:24 main:574] : INFO : Epoch 1775 | loss: 0.0311863 | val_loss: 0.0311871 | Time: 1146.47 ms [2022-04-11 18:46:25 main:574] : INFO : Epoch 1776 | loss: 0.0311865 | val_loss: 0.0311886 | Time: 1134.42 ms [2022-04-11 18:46:26 main:574] : INFO : Epoch 1777 | loss: 0.0311884 | val_loss: 0.0311912 | Time: 1153.62 ms [2022-04-11 18:46:27 main:574] : INFO : Epoch 1778 | loss: 0.031187 | val_loss: 0.031186 | Time: 1130.42 ms [2022-04-11 18:46:28 main:574] : INFO : Epoch 1779 | loss: 0.0311861 | val_loss: 0.0311854 | Time: 1117.01 ms [2022-04-11 18:46:30 main:574] : INFO : Epoch 1780 | loss: 0.0311868 | val_loss: 0.031185 | Time: 1124.34 ms [2022-04-11 18:46:31 main:574] : INFO : Epoch 1781 | loss: 0.0311864 | val_loss: 0.0311839 | Time: 1139.47 ms [2022-04-11 18:46:32 main:574] : INFO : Epoch 1782 | loss: 0.0311888 | val_loss: 0.0311935 | Time: 1126.02 ms [2022-04-11 18:46:33 main:574] : INFO : Epoch 1783 | loss: 0.0311887 | val_loss: 0.0311839 | Time: 1127.75 ms [2022-04-11 18:46:34 main:574] : INFO : Epoch 1784 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 1138.5 ms [2022-04-11 18:46:35 main:574] : INFO : Epoch 1785 | loss: 0.0311837 | val_loss: 0.03119 | Time: 1141.62 ms [2022-04-11 18:46:36 main:574] : INFO : Epoch 1786 | loss: 0.0311868 | val_loss: 0.0311853 | Time: 1136.88 ms [2022-04-11 18:46:38 main:574] : INFO : Epoch 1787 | loss: 0.0311845 | val_loss: 0.031193 | Time: 1147.69 ms [2022-04-11 18:46:39 main:574] : INFO : Epoch 1788 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 1128.78 ms [2022-04-11 18:46:40 main:574] : INFO : Epoch 1789 | loss: 0.0311869 | val_loss: 0.0311844 | Time: 1149.14 ms [2022-04-11 18:46:41 main:574] : INFO : Epoch 1790 | loss: 0.0311912 | val_loss: 0.0311997 | Time: 1124.03 ms [2022-04-11 18:46:42 main:574] : INFO : Epoch 1791 | loss: 0.0311884 | val_loss: 0.0311843 | Time: 1122.33 ms [2022-04-11 18:46:43 main:574] : INFO : Epoch 1792 | loss: 0.0311861 | val_loss: 0.0311859 | Time: 1129.57 ms [2022-04-11 18:46:44 main:574] : INFO : Epoch 1793 | loss: 0.0311874 | val_loss: 0.0311896 | Time: 1130.33 ms [2022-04-11 18:46:46 main:574] : INFO : Epoch 1794 | loss: 0.0311838 | val_loss: 0.0311876 | Time: 1121.09 ms [2022-04-11 18:46:47 main:574] : INFO : Epoch 1795 | loss: 0.0311847 | val_loss: 0.031186 | Time: 1149.02 ms [2022-04-11 18:46:48 main:574] : INFO : Epoch 1796 | loss: 0.0311832 | val_loss: 0.031187 | Time: 1133.6 ms [2022-04-11 18:46:49 main:574] : INFO : Epoch 1797 | loss: 0.0311824 | val_loss: 0.031188 | Time: 1231.51 ms [2022-04-11 18:46:50 main:574] : INFO : Epoch 1798 | loss: 0.0311834 | val_loss: 0.0311831 | Time: 1139.21 ms [2022-04-11 18:46:51 main:574] : INFO : Epoch 1799 | loss: 0.0311852 | val_loss: 0.0311857 | Time: 1121.71 ms [2022-04-11 18:46:52 main:574] : INFO : Epoch 1800 | loss: 0.0311843 | val_loss: 0.0311845 | Time: 1131.4 ms [2022-04-11 18:46:54 main:574] : INFO : Epoch 1801 | loss: 0.031183 | val_loss: 0.0311875 | Time: 1141.12 ms [2022-04-11 18:46:55 main:574] : INFO : Epoch 1802 | loss: 0.0311842 | val_loss: 0.0311843 | Time: 1128.73 ms [2022-04-11 18:46:56 main:574] : INFO : Epoch 1803 | loss: 0.0311895 | val_loss: 0.031193 | Time: 1143.13 ms [2022-04-11 18:46:57 main:574] : INFO : Epoch 1804 | loss: 0.0311998 | val_loss: 0.0311992 | Time: 1137.09 ms [2022-04-11 18:46:58 main:574] : INFO : Epoch 1805 | loss: 0.0311963 | val_loss: 0.031194 | Time: 1131.46 ms [2022-04-11 18:46:59 main:574] : INFO : Epoch 1806 | loss: 0.0311952 | val_loss: 0.0311995 | Time: 1135.25 ms [2022-04-11 18:47:00 main:574] : INFO : Epoch 1807 | loss: 0.0311971 | val_loss: 0.0312009 | Time: 1144.86 ms [2022-04-11 18:47:02 main:574] : INFO : Epoch 1808 | loss: 0.0311964 | val_loss: 0.0311926 | Time: 1129.1 ms [2022-04-11 18:47:03 main:574] : INFO : Epoch 1809 | loss: 0.0311924 | val_loss: 0.0311962 | Time: 1140.73 ms [2022-04-11 18:47:04 main:574] : INFO : Epoch 1810 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 1133.67 ms [2022-04-11 18:47:05 main:574] : INFO : Epoch 1811 | loss: 0.0311912 | val_loss: 0.0311919 | Time: 1134.22 ms [2022-04-11 18:47:06 main:574] : INFO : Epoch 1812 | loss: 0.0311903 | val_loss: 0.0311912 | Time: 1138.01 ms [2022-04-11 18:47:07 main:574] : INFO : Epoch 1813 | loss: 0.0311897 | val_loss: 0.0311912 | Time: 1138.66 ms [2022-04-11 18:47:08 main:574] : INFO : Epoch 1814 | loss: 0.0311892 | val_loss: 0.0311954 | Time: 1126.16 ms [2022-04-11 18:47:10 main:574] : INFO : Epoch 1815 | loss: 0.0311904 | val_loss: 0.0311924 | Time: 1134.71 ms [2022-04-11 18:47:11 main:574] : INFO : Epoch 1816 | loss: 0.0311885 | val_loss: 0.0311883 | Time: 1134.91 ms [2022-04-11 18:47:12 main:574] : INFO : Epoch 1817 | loss: 0.0311882 | val_loss: 0.0311911 | Time: 1118.02 ms [2022-04-11 18:47:13 main:574] : INFO : Epoch 1818 | loss: 0.0311921 | val_loss: 0.0311883 | Time: 1128.91 ms [2022-04-11 18:47:14 main:574] : INFO : Epoch 1819 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 1141.92 ms [2022-04-11 18:47:15 main:574] : INFO : Epoch 1820 | loss: 0.0311883 | val_loss: 0.0311881 | Time: 1133.97 ms [2022-04-11 18:47:16 main:574] : INFO : Epoch 1821 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 1128.7 ms [2022-04-11 18:47:18 main:574] : INFO : Epoch 1822 | loss: 0.0311905 | val_loss: 0.0311948 | Time: 1130.15 ms [2022-04-11 18:47:19 main:574] : INFO : Epoch 1823 | loss: 0.0311924 | val_loss: 0.0311887 | Time: 1140.59 ms [2022-04-11 18:47:20 main:574] : INFO : Epoch 1824 | loss: 0.0311903 | val_loss: 0.0311915 | Time: 1129.61 ms [2022-04-11 18:47:21 main:574] : INFO : Epoch 1825 | loss: 0.0311928 | val_loss: 0.0311937 | Time: 1125 ms [2022-04-11 18:47:22 main:574] : INFO : Epoch 1826 | loss: 0.0311914 | val_loss: 0.0311979 | Time: 1138.45 ms [2022-04-11 18:47:23 main:574] : INFO : Epoch 1827 | loss: 0.0311918 | val_loss: 0.0311873 | Time: 1133.94 ms [2022-04-11 18:47:24 main:574] : INFO : Epoch 1828 | loss: 0.0311887 | val_loss: 0.0311941 | Time: 1136.19 ms [2022-04-11 18:47:26 main:574] : INFO : Epoch 1829 | loss: 0.0311872 | val_loss: 0.0311895 | Time: 1139.8 ms [2022-04-11 18:47:27 main:574] : INFO : Epoch 1830 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 1134.1 ms [2022-04-11 18:47:28 main:574] : INFO : Epoch 1831 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 1133.51 ms [2022-04-11 18:47:29 main:574] : INFO : Epoch 1832 | loss: 0.0311861 | val_loss: 0.0311865 | Time: 1136.85 ms [2022-04-11 18:47:30 main:574] : INFO : Epoch 1833 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 1139.36 ms [2022-04-11 18:47:31 main:574] : INFO : Epoch 1834 | loss: 0.031189 | val_loss: 0.0311846 | Time: 1131.35 ms [2022-04-11 18:47:32 main:574] : INFO : Epoch 1835 | loss: 0.0311893 | val_loss: 0.0311843 | Time: 1125.26 ms [2022-04-11 18:47:34 main:574] : INFO : Epoch 1836 | loss: 0.0311877 | val_loss: 0.0311859 | Time: 1155.43 ms [2022-04-11 18:47:35 main:574] : INFO : Epoch 1837 | loss: 0.0311847 | val_loss: 0.0311837 | Time: 1134.55 ms [2022-04-11 18:47:36 main:574] : INFO : Epoch 1838 | loss: 0.0311831 | val_loss: 0.0311828 | Time: 1135.03 ms [2022-04-11 18:47:37 main:574] : INFO : Epoch 1839 | loss: 0.0311838 | val_loss: 0.0311852 | Time: 1134.9 ms [2022-04-11 18:47:38 main:574] : INFO : Epoch 1840 | loss: 0.0311879 | val_loss: 0.0311864 | Time: 1133.5 ms [2022-04-11 18:47:39 main:574] : INFO : Epoch 1841 | loss: 0.0311918 | val_loss: 0.0311894 | Time: 1137.63 ms [2022-04-11 18:47:40 main:574] : INFO : Epoch 1842 | loss: 0.0311888 | val_loss: 0.0311869 | Time: 1141.91 ms [2022-04-11 18:47:42 main:574] : INFO : Epoch 1843 | loss: 0.0311879 | val_loss: 0.0311875 | Time: 1136.19 ms [2022-04-11 18:47:43 main:574] : INFO : Epoch 1844 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 1133.13 ms [2022-04-11 18:47:44 main:574] : INFO : Epoch 1845 | loss: 0.031185 | val_loss: 0.0311867 | Time: 1133.17 ms [2022-04-11 18:47:45 main:574] : INFO : Epoch 1846 | loss: 0.0311858 | val_loss: 0.0311855 | Time: 1126.68 ms [2022-04-11 18:47:46 main:574] : INFO : Epoch 1847 | loss: 0.031186 | val_loss: 0.0311874 | Time: 1129.51 ms [2022-04-11 18:47:47 main:574] : INFO : Epoch 1848 | loss: 0.0311835 | val_loss: 0.0311846 | Time: 1141.46 ms [2022-04-11 18:47:48 main:574] : INFO : Epoch 1849 | loss: 0.0311839 | val_loss: 0.0311841 | Time: 1132.68 ms [2022-04-11 18:47:49 main:574] : INFO : Epoch 1850 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 1130.77 ms [2022-04-11 18:47:51 main:574] : INFO : Epoch 1851 | loss: 0.0311845 | val_loss: 0.0311843 | Time: 1136.74 ms [2022-04-11 18:47:52 main:574] : INFO : Epoch 1852 | loss: 0.0311854 | val_loss: 0.0311849 | Time: 1155.95 ms [2022-04-11 18:47:53 main:574] : INFO : Epoch 1853 | loss: 0.0311863 | val_loss: 0.0311843 | Time: 1125.63 ms [2022-04-11 18:47:54 main:574] : INFO : Epoch 1854 | loss: 0.0311849 | val_loss: 0.0311839 | Time: 1127.85 ms [2022-04-11 18:47:55 main:574] : INFO : Epoch 1855 | loss: 0.031185 | val_loss: 0.0311842 | Time: 1148.66 ms [2022-04-11 18:47:56 main:574] : INFO : Epoch 1856 | loss: 0.0311847 | val_loss: 0.0311862 | Time: 1121.21 ms [2022-04-11 18:47:57 main:574] : INFO : Epoch 1857 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 1136.9 ms [2022-04-11 18:47:59 main:574] : INFO : Epoch 1858 | loss: 0.031185 | val_loss: 0.0311841 | Time: 1130.9 ms [2022-04-11 18:48:00 main:574] : INFO : Epoch 1859 | loss: 0.0311835 | val_loss: 0.0311828 | Time: 1143.57 ms [2022-04-11 18:48:01 main:574] : INFO : Epoch 1860 | loss: 0.0311849 | val_loss: 0.0311833 | Time: 1152.03 ms [2022-04-11 18:48:02 main:574] : INFO : Epoch 1861 | loss: 0.0311874 | val_loss: 0.0311839 | Time: 1134.16 ms [2022-04-11 18:48:03 main:574] : INFO : Epoch 1862 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 1131.1 ms [2022-04-11 18:48:04 main:574] : INFO : Epoch 1863 | loss: 0.0311846 | val_loss: 0.0311828 | Time: 1161.81 ms [2022-04-11 18:48:05 main:574] : INFO : Epoch 1864 | loss: 0.031185 | val_loss: 0.0311827 | Time: 1122.63 ms [2022-04-11 18:48:07 main:574] : INFO : Epoch 1865 | loss: 0.0311848 | val_loss: 0.0311836 | Time: 1133.07 ms [2022-04-11 18:48:08 main:574] : INFO : Epoch 1866 | loss: 0.0311844 | val_loss: 0.031182 | Time: 1130.65 ms [2022-04-11 18:48:09 main:574] : INFO : Epoch 1867 | loss: 0.0311847 | val_loss: 0.0311854 | Time: 1132.06 ms [2022-04-11 18:48:10 main:574] : INFO : Epoch 1868 | loss: 0.0311884 | val_loss: 0.0311814 | Time: 1125 ms [2022-04-11 18:48:11 main:574] : INFO : Epoch 1869 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 1131.29 ms [2022-04-11 18:48:12 main:574] : INFO : Epoch 1870 | loss: 0.0311923 | val_loss: 0.031185 | Time: 1143.16 ms [2022-04-11 18:48:13 main:574] : INFO : Epoch 1871 | loss: 0.0311865 | val_loss: 0.0311823 | Time: 1135.72 ms [2022-04-11 18:48:15 main:574] : INFO : Epoch 1872 | loss: 0.0311868 | val_loss: 0.0311859 | Time: 1130.97 ms [2022-04-11 18:48:16 main:574] : INFO : Epoch 1873 | loss: 0.0311871 | val_loss: 0.0311847 | Time: 1122.53 ms [2022-04-11 18:48:17 main:574] : INFO : Epoch 1874 | loss: 0.031189 | val_loss: 0.0311922 | Time: 1146.7 ms [2022-04-11 18:48:18 main:574] : INFO : Epoch 1875 | loss: 0.0311878 | val_loss: 0.0311932 | Time: 1188.06 ms [2022-04-11 18:48:19 main:574] : INFO : Epoch 1876 | loss: 0.0311866 | val_loss: 0.0311896 | Time: 1136 ms [2022-04-11 18:48:20 main:574] : INFO : Epoch 1877 | loss: 0.0311867 | val_loss: 0.0311812 | Time: 1126.87 ms [2022-04-11 18:48:21 main:574] : INFO : Epoch 1878 | loss: 0.0311855 | val_loss: 0.0311809 | Time: 1131.88 ms [2022-04-11 18:48:23 main:574] : INFO : Epoch 1879 | loss: 0.0311859 | val_loss: 0.0311895 | Time: 1131.39 ms [2022-04-11 18:48:24 main:574] : INFO : Epoch 1880 | loss: 0.0311857 | val_loss: 0.0311802 | Time: 1133.69 ms [2022-04-11 18:48:25 main:574] : INFO : Epoch 1881 | loss: 0.0311834 | val_loss: 0.0311802 | Time: 1141.06 ms [2022-04-11 18:48:26 main:574] : INFO : Epoch 1882 | loss: 0.0311848 | val_loss: 0.0311886 | Time: 1142.13 ms [2022-04-11 18:48:27 main:574] : INFO : Epoch 1883 | loss: 0.0311844 | val_loss: 0.0311793 | Time: 1133.76 ms [2022-04-11 18:48:28 main:574] : INFO : Epoch 1884 | loss: 0.0311831 | val_loss: 0.0311797 | Time: 1133.73 ms [2022-04-11 18:48:29 main:574] : INFO : Epoch 1885 | loss: 0.031185 | val_loss: 0.0311821 | Time: 1126.24 ms [2022-04-11 18:48:31 main:574] : INFO : Epoch 1886 | loss: 0.0311827 | val_loss: 0.0311813 | Time: 1132.45 ms [2022-04-11 18:48:32 main:574] : INFO : Epoch 1887 | loss: 0.0311825 | val_loss: 0.031181 | Time: 1125.04 ms [2022-04-11 18:48:33 main:574] : INFO : Epoch 1888 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 1130.78 ms [2022-04-11 18:48:34 main:574] : INFO : Epoch 1889 | loss: 0.0311829 | val_loss: 0.0311805 | Time: 1141.48 ms [2022-04-11 18:48:35 main:574] : INFO : Epoch 1890 | loss: 0.0311849 | val_loss: 0.0311819 | Time: 1129.1 ms [2022-04-11 18:48:36 main:574] : INFO : Epoch 1891 | loss: 0.0311838 | val_loss: 0.031187 | Time: 1128.31 ms [2022-04-11 18:48:37 main:574] : INFO : Epoch 1892 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 1150.8 ms [2022-04-11 18:48:39 main:574] : INFO : Epoch 1893 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 1130.11 ms [2022-04-11 18:48:40 main:574] : INFO : Epoch 1894 | loss: 0.0311834 | val_loss: 0.031183 | Time: 1134.89 ms [2022-04-11 18:48:41 main:574] : INFO : Epoch 1895 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 1131.87 ms [2022-04-11 18:48:42 main:574] : INFO : Epoch 1896 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 1128.83 ms [2022-04-11 18:48:43 main:574] : INFO : Epoch 1897 | loss: 0.0311947 | val_loss: 0.0311889 | Time: 1136.29 ms [2022-04-11 18:48:44 main:574] : INFO : Epoch 1898 | loss: 0.0311925 | val_loss: 0.0311949 | Time: 1147.15 ms [2022-04-11 18:48:45 main:574] : INFO : Epoch 1899 | loss: 0.0311969 | val_loss: 0.0311928 | Time: 1137.11 ms [2022-04-11 18:48:47 main:574] : INFO : Epoch 1900 | loss: 0.0311926 | val_loss: 0.0311881 | Time: 1135.89 ms [2022-04-11 18:48:48 main:574] : INFO : Epoch 1901 | loss: 0.0311896 | val_loss: 0.0311848 | Time: 1136.36 ms [2022-04-11 18:48:49 main:574] : INFO : Epoch 1902 | loss: 0.031191 | val_loss: 0.0311903 | Time: 1133.06 ms [2022-04-11 18:48:50 main:574] : INFO : Epoch 1903 | loss: 0.0312041 | val_loss: 0.0312089 | Time: 1131.63 ms [2022-04-11 18:48:51 main:574] : INFO : Epoch 1904 | loss: 0.0312104 | val_loss: 0.0312105 | Time: 1136.55 ms [2022-04-11 18:48:52 main:574] : INFO : Epoch 1905 | loss: 0.0312092 | val_loss: 0.031205 | Time: 1139.34 ms [2022-04-11 18:48:53 main:574] : INFO : Epoch 1906 | loss: 0.0312074 | val_loss: 0.0312047 | Time: 1130.78 ms [2022-04-11 18:48:55 main:574] : INFO : Epoch 1907 | loss: 0.0312071 | val_loss: 0.0312093 | Time: 1130.72 ms [2022-04-11 18:48:56 main:574] : INFO : Epoch 1908 | loss: 0.0312052 | val_loss: 0.0312111 | Time: 1158.22 ms [2022-04-11 18:48:57 main:574] : INFO : Epoch 1909 | loss: 0.0312059 | val_loss: 0.0312009 | Time: 1139.14 ms [2022-04-11 18:48:58 main:574] : INFO : Epoch 1910 | loss: 0.0312024 | val_loss: 0.0312025 | Time: 1121.97 ms [2022-04-11 18:48:59 main:574] : INFO : Epoch 1911 | loss: 0.0312043 | val_loss: 0.0312016 | Time: 1130.52 ms [2022-04-11 18:49:00 main:574] : INFO : Epoch 1912 | loss: 0.031204 | val_loss: 0.0312042 | Time: 1146.8 ms [2022-04-11 18:49:01 main:574] : INFO : Epoch 1913 | loss: 0.031205 | val_loss: 0.031208 | Time: 1128.87 ms [2022-04-11 18:49:03 main:574] : INFO : Epoch 1914 | loss: 0.031203 | val_loss: 0.0312024 | Time: 1119.15 ms [2022-04-11 18:49:04 main:574] : INFO : Epoch 1915 | loss: 0.0312005 | val_loss: 0.0312048 | Time: 1140.66 ms [2022-04-11 18:49:05 main:574] : INFO : Epoch 1916 | loss: 0.0312061 | val_loss: 0.0312001 | Time: 1143.46 ms [2022-04-11 18:49:06 main:574] : INFO : Epoch 1917 | loss: 0.0312006 | val_loss: 0.0312001 | Time: 1128.68 ms [2022-04-11 18:49:07 main:574] : INFO : Epoch 1918 | loss: 0.0312032 | val_loss: 0.0311998 | Time: 1149.71 ms [2022-04-11 18:49:08 main:574] : INFO : Epoch 1919 | loss: 0.0311995 | val_loss: 0.0311993 | Time: 1136.1 ms [2022-04-11 18:49:09 main:574] : INFO : Epoch 1920 | loss: 0.0311983 | val_loss: 0.0311996 | Time: 1130.78 ms [2022-04-11 18:49:11 main:574] : INFO : Epoch 1921 | loss: 0.0311977 | val_loss: 0.0312015 | Time: 1139.32 ms [2022-04-11 18:49:12 main:574] : INFO : Epoch 1922 | loss: 0.0311999 | val_loss: 0.0312006 | Time: 1123.93 ms [2022-04-11 18:49:13 main:574] : INFO : Epoch 1923 | loss: 0.0312079 | val_loss: 0.0312128 | Time: 1132.41 ms [2022-04-11 18:49:14 main:574] : INFO : Epoch 1924 | loss: 0.0312042 | val_loss: 0.0312023 | Time: 1132.02 ms [2022-04-11 18:49:15 main:574] : INFO : Epoch 1925 | loss: 0.0311996 | val_loss: 0.0311986 | Time: 1127.95 ms [2022-04-11 18:49:16 main:574] : INFO : Epoch 1926 | loss: 0.031197 | val_loss: 0.0311983 | Time: 1137.64 ms [2022-04-11 18:49:17 main:574] : INFO : Epoch 1927 | loss: 0.0311969 | val_loss: 0.0311983 | Time: 1133.2 ms [2022-04-11 18:49:19 main:574] : INFO : Epoch 1928 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 1129.14 ms [2022-04-11 18:49:20 main:574] : INFO : Epoch 1929 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 1130.99 ms [2022-04-11 18:49:21 main:574] : INFO : Epoch 1930 | loss: 0.0311989 | val_loss: 0.0312002 | Time: 1138.89 ms [2022-04-11 18:49:22 main:574] : INFO : Epoch 1931 | loss: 0.0311976 | val_loss: 0.0312029 | Time: 1145.71 ms [2022-04-11 18:49:23 main:574] : INFO : Epoch 1932 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 1131.63 ms [2022-04-11 18:49:24 main:574] : INFO : Epoch 1933 | loss: 0.0311963 | val_loss: 0.0311995 | Time: 1144.37 ms [2022-04-11 18:49:25 main:574] : INFO : Epoch 1934 | loss: 0.0311957 | val_loss: 0.0312004 | Time: 1133.83 ms [2022-04-11 18:49:26 main:574] : INFO : Epoch 1935 | loss: 0.0311983 | val_loss: 0.0311991 | Time: 1126.86 ms [2022-04-11 18:49:28 main:574] : INFO : Epoch 1936 | loss: 0.0311976 | val_loss: 0.0311977 | Time: 1131.09 ms [2022-04-11 18:49:29 main:574] : INFO : Epoch 1937 | loss: 0.0311963 | val_loss: 0.031198 | Time: 1127.73 ms [2022-04-11 18:49:30 main:574] : INFO : Epoch 1938 | loss: 0.0312013 | val_loss: 0.0312048 | Time: 1144.25 ms [2022-04-11 18:49:31 main:574] : INFO : Epoch 1939 | loss: 0.0311996 | val_loss: 0.0311968 | Time: 1146.33 ms [2022-04-11 18:49:32 main:574] : INFO : Epoch 1940 | loss: 0.0311954 | val_loss: 0.0312001 | Time: 1125.82 ms [2022-04-11 18:49:33 main:574] : INFO : Epoch 1941 | loss: 0.0311989 | val_loss: 0.0312062 | Time: 1136.82 ms [2022-04-11 18:49:34 main:574] : INFO : Epoch 1942 | loss: 0.0311952 | val_loss: 0.0311971 | Time: 1135.2 ms [2022-04-11 18:49:36 main:574] : INFO : Epoch 1943 | loss: 0.0311961 | val_loss: 0.0311979 | Time: 1141.59 ms [2022-04-11 18:49:37 main:574] : INFO : Epoch 1944 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 1146.15 ms [2022-04-11 18:49:38 main:574] : INFO : Epoch 1945 | loss: 0.0312043 | val_loss: 0.0312136 | Time: 1124.94 ms [2022-04-11 18:49:39 main:574] : INFO : Epoch 1946 | loss: 0.0312029 | val_loss: 0.0312031 | Time: 1127.8 ms [2022-04-11 18:49:40 main:574] : INFO : Epoch 1947 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 1121.49 ms [2022-04-11 18:49:41 main:574] : INFO : Epoch 1948 | loss: 0.0311943 | val_loss: 0.0311983 | Time: 1130.63 ms [2022-04-11 18:49:42 main:574] : INFO : Epoch 1949 | loss: 0.031194 | val_loss: 0.0311965 | Time: 1136.22 ms [2022-04-11 18:49:44 main:574] : INFO : Epoch 1950 | loss: 0.0311945 | val_loss: 0.0312028 | Time: 1134.96 ms [2022-04-11 18:49:45 main:574] : INFO : Epoch 1951 | loss: 0.0311934 | val_loss: 0.0312 | Time: 1137.1 ms [2022-04-11 18:49:46 main:574] : INFO : Epoch 1952 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 1134.94 ms [2022-04-11 18:49:47 main:574] : INFO : Epoch 1953 | loss: 0.031196 | val_loss: 0.0312006 | Time: 1135.4 ms [2022-04-11 18:49:48 main:574] : INFO : Epoch 1954 | loss: 0.0311984 | val_loss: 0.031201 | Time: 1128.6 ms [2022-04-11 18:49:49 main:574] : INFO : Epoch 1955 | loss: 0.0311933 | val_loss: 0.0311988 | Time: 1126.73 ms [2022-04-11 18:49:50 main:574] : INFO : Epoch 1956 | loss: 0.0311931 | val_loss: 0.0311971 | Time: 1134.91 ms [2022-04-11 18:49:52 main:574] : INFO : Epoch 1957 | loss: 0.0312002 | val_loss: 0.0312021 | Time: 1138.87 ms [2022-04-11 18:49:53 main:574] : INFO : Epoch 1958 | loss: 0.0311981 | val_loss: 0.0311975 | Time: 1149.79 ms [2022-04-11 18:49:54 main:574] : INFO : Epoch 1959 | loss: 0.0311934 | val_loss: 0.0312018 | Time: 1139.06 ms [2022-04-11 18:49:55 main:574] : INFO : Epoch 1960 | loss: 0.0311968 | val_loss: 0.0312005 | Time: 1133.22 ms [2022-04-11 18:49:56 main:574] : INFO : Epoch 1961 | loss: 0.0311942 | val_loss: 0.0311966 | Time: 1128.45 ms [2022-04-11 18:49:57 main:574] : INFO : Epoch 1962 | loss: 0.0311955 | val_loss: 0.0312013 | Time: 1135.58 ms [2022-04-11 18:49:58 main:574] : INFO : Epoch 1963 | loss: 0.0311946 | val_loss: 0.0311962 | Time: 1141.04 ms [2022-04-11 18:50:00 main:574] : INFO : Epoch 1964 | loss: 0.0311932 | val_loss: 0.0311972 | Time: 1142.99 ms [2022-04-11 18:50:01 main:574] : INFO : Epoch 1965 | loss: 0.0311952 | val_loss: 0.0312004 | Time: 1139.53 ms [2022-04-11 18:50:02 main:574] : INFO : Epoch 1966 | loss: 0.0311958 | val_loss: 0.0311969 | Time: 1134.12 ms [2022-04-11 18:50:03 main:574] : INFO : Epoch 1967 | loss: 0.0311966 | val_loss: 0.0312002 | Time: 1132.39 ms [2022-04-11 18:50:04 main:574] : INFO : Epoch 1968 | loss: 0.0311956 | val_loss: 0.0311945 | Time: 1126.19 ms [2022-04-11 18:50:05 main:574] : INFO : Epoch 1969 | loss: 0.0311935 | val_loss: 0.0311955 | Time: 1157.39 ms [2022-04-11 18:50:06 main:574] : INFO : Epoch 1970 | loss: 0.0311932 | val_loss: 0.0311951 | Time: 1124.58 ms [2022-04-11 18:50:08 main:574] : INFO : Epoch 1971 | loss: 0.0311951 | val_loss: 0.0312057 | Time: 1127.78 ms [2022-04-11 18:50:09 main:574] : INFO : Epoch 1972 | loss: 0.0311929 | val_loss: 0.0311942 | Time: 1136.8 ms [2022-04-11 18:50:10 main:574] : INFO : Epoch 1973 | loss: 0.0311918 | val_loss: 0.0311954 | Time: 1137.47 ms [2022-04-11 18:50:11 main:574] : INFO : Epoch 1974 | loss: 0.0311916 | val_loss: 0.0311969 | Time: 1137.09 ms [2022-04-11 18:50:12 main:574] : INFO : Epoch 1975 | loss: 0.031192 | val_loss: 0.0311943 | Time: 1131.69 ms [2022-04-11 18:50:13 main:574] : INFO : Epoch 1976 | loss: 0.0311945 | val_loss: 0.0311949 | Time: 1125.45 ms [2022-04-11 18:50:14 main:574] : INFO : Epoch 1977 | loss: 0.0311914 | val_loss: 0.0311937 | Time: 1134.19 ms [2022-04-11 18:50:16 main:574] : INFO : Epoch 1978 | loss: 0.0311907 | val_loss: 0.0311931 | Time: 1131.56 ms [2022-04-11 18:50:17 main:574] : INFO : Epoch 1979 | loss: 0.0311899 | val_loss: 0.0311948 | Time: 1131.1 ms [2022-04-11 18:50:18 main:574] : INFO : Epoch 1980 | loss: 0.0311911 | val_loss: 0.0311938 | Time: 1128 ms [2022-04-11 18:50:19 main:574] : INFO : Epoch 1981 | loss: 0.0311947 | val_loss: 0.0312055 | Time: 1135.19 ms [2022-04-11 18:50:20 main:574] : INFO : Epoch 1982 | loss: 0.031194 | val_loss: 0.0311943 | Time: 1126.97 ms [2022-04-11 18:50:21 main:574] : INFO : Epoch 1983 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 1131.15 ms [2022-04-11 18:50:22 main:574] : INFO : Epoch 1984 | loss: 0.031191 | val_loss: 0.0311992 | Time: 1132.61 ms [2022-04-11 18:50:23 main:574] : INFO : Epoch 1985 | loss: 0.0311913 | val_loss: 0.0311942 | Time: 1139.24 ms [2022-04-11 18:50:25 main:574] : INFO : Epoch 1986 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 1123 ms [2022-04-11 18:50:26 main:574] : INFO : Epoch 1987 | loss: 0.0311903 | val_loss: 0.0311957 | Time: 1133.61 ms [2022-04-11 18:50:27 main:574] : INFO : Epoch 1988 | loss: 0.0311948 | val_loss: 0.0312065 | Time: 1133.81 ms [2022-04-11 18:50:28 main:574] : INFO : Epoch 1989 | loss: 0.0311932 | val_loss: 0.031196 | Time: 1127.71 ms [2022-04-11 18:50:29 main:574] : INFO : Epoch 1990 | loss: 0.0311928 | val_loss: 0.031198 | Time: 1131.91 ms [2022-04-11 18:50:30 main:574] : INFO : Epoch 1991 | loss: 0.0311919 | val_loss: 0.031194 | Time: 1132.69 ms [2022-04-11 18:50:31 main:574] : INFO : Epoch 1992 | loss: 0.0311905 | val_loss: 0.0311926 | Time: 1138.85 ms [2022-04-11 18:50:33 main:574] : INFO : Epoch 1993 | loss: 0.0311896 | val_loss: 0.0311946 | Time: 1135.37 ms [2022-04-11 18:50:34 main:574] : INFO : Epoch 1994 | loss: 0.0311907 | val_loss: 0.0311968 | Time: 1129.29 ms [2022-04-11 18:50:35 main:574] : INFO : Epoch 1995 | loss: 0.03119 | val_loss: 0.031192 | Time: 1136.21 ms [2022-04-11 18:50:36 main:574] : INFO : Epoch 1996 | loss: 0.0311895 | val_loss: 0.0311947 | Time: 1141.3 ms [2022-04-11 18:50:37 main:574] : INFO : Epoch 1997 | loss: 0.0311894 | val_loss: 0.0311934 | Time: 1135.41 ms [2022-04-11 18:50:38 main:574] : INFO : Epoch 1998 | loss: 0.0311903 | val_loss: 0.0311925 | Time: 1134.58 ms [2022-04-11 18:50:39 main:574] : INFO : Epoch 1999 | loss: 0.0311881 | val_loss: 0.0311928 | Time: 1130.4 ms [2022-04-11 18:50:40 main:574] : INFO : Epoch 2000 | loss: 0.0311903 | val_loss: 0.0312 | Time: 1116.35 ms [2022-04-11 18:50:42 main:574] : INFO : Epoch 2001 | loss: 0.0311995 | val_loss: 0.0311986 | Time: 1133.9 ms [2022-04-11 18:50:53 main:574] : INFO : Epoch 2002 | loss: 0.0311954 | val_loss: 0.0311959 | Time: 11575.4 ms [2022-04-11 18:50:54 main:574] : INFO : Epoch 2003 | loss: 0.0311937 | val_loss: 0.0311952 | Time: 1122.06 ms [2022-04-11 18:50:55 main:574] : INFO : Epoch 2004 | loss: 0.0311929 | val_loss: 0.0311937 | Time: 1128.76 ms [2022-04-11 18:50:57 main:574] : INFO : Epoch 2005 | loss: 0.0311909 | val_loss: 0.0311937 | Time: 1134.08 ms [2022-04-11 18:50:58 main:574] : INFO : Epoch 2006 | loss: 0.0311914 | val_loss: 0.0311953 | Time: 1129.51 ms [2022-04-11 18:50:59 main:574] : INFO : Epoch 2007 | loss: 0.0311909 | val_loss: 0.0311936 | Time: 1134.13 ms [2022-04-11 18:51:00 main:574] : INFO : Epoch 2008 | loss: 0.0311911 | val_loss: 0.0311937 | Time: 1138.98 ms [2022-04-11 18:51:01 main:574] : INFO : Epoch 2009 | loss: 0.0311901 | val_loss: 0.0311932 | Time: 1132.54 ms [2022-04-11 18:51:02 main:574] : INFO : Epoch 2010 | loss: 0.0311903 | val_loss: 0.0311958 | Time: 1129.71 ms [2022-04-11 18:51:03 main:574] : INFO : Epoch 2011 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 1134.71 ms [2022-04-11 18:51:05 main:574] : INFO : Epoch 2012 | loss: 0.0311885 | val_loss: 0.0311936 | Time: 1133.44 ms [2022-04-11 18:51:06 main:574] : INFO : Epoch 2013 | loss: 0.0311906 | val_loss: 0.0311949 | Time: 1139.26 ms [2022-04-11 18:51:07 main:574] : INFO : Epoch 2014 | loss: 0.0311893 | val_loss: 0.0311948 | Time: 1133.42 ms [2022-04-11 18:51:08 main:574] : INFO : Epoch 2015 | loss: 0.0311941 | val_loss: 0.0312006 | Time: 1130.33 ms [2022-04-11 18:51:09 main:574] : INFO : Epoch 2016 | loss: 0.0311922 | val_loss: 0.0311947 | Time: 1134.92 ms [2022-04-11 18:51:10 main:574] : INFO : Epoch 2017 | loss: 0.0311913 | val_loss: 0.0311952 | Time: 1122.45 ms [2022-04-11 18:51:11 main:574] : INFO : Epoch 2018 | loss: 0.0311921 | val_loss: 0.0311987 | Time: 1128.93 ms [2022-04-11 18:51:12 main:574] : INFO : Epoch 2019 | loss: 0.0311952 | val_loss: 0.0312009 | Time: 1127.65 ms [2022-04-11 18:51:14 main:574] : INFO : Epoch 2020 | loss: 0.0311924 | val_loss: 0.031194 | Time: 1128.02 ms [2022-04-11 18:51:15 main:574] : INFO : Epoch 2021 | loss: 0.0311902 | val_loss: 0.0311933 | Time: 1127.98 ms [2022-04-11 18:51:16 main:574] : INFO : Epoch 2022 | loss: 0.0311892 | val_loss: 0.0311944 | Time: 1139.72 ms [2022-04-11 18:51:17 main:574] : INFO : Epoch 2023 | loss: 0.0311915 | val_loss: 0.0311947 | Time: 1128.43 ms [2022-04-11 18:51:18 main:574] : INFO : Epoch 2024 | loss: 0.0311904 | val_loss: 0.0311934 | Time: 1131.88 ms [2022-04-11 18:51:19 main:574] : INFO : Epoch 2025 | loss: 0.03119 | val_loss: 0.0311945 | Time: 1122.28 ms [2022-04-11 18:51:20 main:574] : INFO : Epoch 2026 | loss: 0.0311922 | val_loss: 0.0311951 | Time: 1120.92 ms [2022-04-11 18:51:22 main:574] : INFO : Epoch 2027 | loss: 0.0311907 | val_loss: 0.0311934 | Time: 1135.28 ms [2022-04-11 18:51:23 main:574] : INFO : Epoch 2028 | loss: 0.0311887 | val_loss: 0.0311949 | Time: 1133.46 ms [2022-04-11 18:51:24 main:574] : INFO : Epoch 2029 | loss: 0.0311939 | val_loss: 0.031199 | Time: 1126.92 ms [2022-04-11 18:51:25 main:574] : INFO : Epoch 2030 | loss: 0.0311919 | val_loss: 0.031195 | Time: 1129.09 ms [2022-04-11 18:51:26 main:574] : INFO : Epoch 2031 | loss: 0.0311943 | val_loss: 0.0312019 | Time: 1134.57 ms [2022-04-11 18:51:27 main:574] : INFO : Epoch 2032 | loss: 0.0311931 | val_loss: 0.0311999 | Time: 1124.91 ms [2022-04-11 18:51:28 main:574] : INFO : Epoch 2033 | loss: 0.0311914 | val_loss: 0.0311938 | Time: 1127.48 ms [2022-04-11 18:51:29 main:574] : INFO : Epoch 2034 | loss: 0.0311908 | val_loss: 0.0311935 | Time: 1135.75 ms [2022-04-11 18:51:31 main:574] : INFO : Epoch 2035 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 1129.61 ms [2022-04-11 18:51:32 main:574] : INFO : Epoch 2036 | loss: 0.0311875 | val_loss: 0.031194 | Time: 1135.45 ms [2022-04-11 18:51:33 main:574] : INFO : Epoch 2037 | loss: 0.0311872 | val_loss: 0.0311919 | Time: 1122.9 ms [2022-04-11 18:51:34 main:574] : INFO : Epoch 2038 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 1133.16 ms [2022-04-11 18:51:35 main:574] : INFO : Epoch 2039 | loss: 0.031188 | val_loss: 0.0311964 | Time: 1126.61 ms [2022-04-11 18:51:36 main:574] : INFO : Epoch 2040 | loss: 0.0311918 | val_loss: 0.0311943 | Time: 1125.09 ms [2022-04-11 18:51:37 main:574] : INFO : Epoch 2041 | loss: 0.0311898 | val_loss: 0.031193 | Time: 1145.52 ms [2022-04-11 18:51:39 main:574] : INFO : Epoch 2042 | loss: 0.0311888 | val_loss: 0.0311938 | Time: 1126.16 ms [2022-04-11 18:51:40 main:574] : INFO : Epoch 2043 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 1130.46 ms [2022-04-11 18:51:41 main:574] : INFO : Epoch 2044 | loss: 0.0311919 | val_loss: 0.031193 | Time: 1134.87 ms [2022-04-11 18:51:42 main:574] : INFO : Epoch 2045 | loss: 0.0311898 | val_loss: 0.0311919 | Time: 1132.95 ms [2022-04-11 18:51:43 main:574] : INFO : Epoch 2046 | loss: 0.0311905 | val_loss: 0.031193 | Time: 1121.99 ms [2022-04-11 18:51:44 main:574] : INFO : Epoch 2047 | loss: 0.0311904 | val_loss: 0.0311947 | Time: 1125.29 ms [2022-04-11 18:51:45 main:574] : INFO : Epoch 2048 | loss: 0.031189 | val_loss: 0.0312024 | Time: 1116.76 ms [2022-04-11 18:51:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312024 [2022-04-11 18:51:45 main:603] : INFO : Saving end state to config to file [2022-04-11 18:51:45 main:608] : INFO : Success, exiting.. 18:51:45 (18832): 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)