Task 14619043
| Name | ParityModified-1647044258-5408-3-0_0 |
| Workunit | 11638976 |
| Created | 13 Apr 2022, 3:27:29 UTC |
| Sent | 13 Apr 2022, 3:27:34 UTC |
| Report deadline | 21 Apr 2022, 3:27:34 UTC |
| Received | 13 Apr 2022, 5:22:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15008 |
| Run time | 37 min 42 sec |
| CPU time | 37 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,608.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311129 | val_loss: 0.031154 | Time: 1080.69 ms [2022-04-12 20:56:07 main:574] : INFO : Epoch 1543 | loss: 0.0311122 | val_loss: 0.0311526 | Time: 1102.46 ms [2022-04-12 20:56:08 main:574] : INFO : Epoch 1544 | loss: 0.0311107 | val_loss: 0.0311498 | Time: 1084.09 ms [2022-04-12 20:56:09 main:574] : INFO : Epoch 1545 | loss: 0.0311109 | val_loss: 0.0311545 | Time: 1106.38 ms [2022-04-12 20:56:10 main:574] : INFO : Epoch 1546 | loss: 0.0311089 | val_loss: 0.031156 | Time: 1093.3 ms [2022-04-12 20:56:11 main:574] : INFO : Epoch 1547 | loss: 0.0311097 | val_loss: 0.0311526 | Time: 1076.68 ms [2022-04-12 20:56:12 main:574] : INFO : Epoch 1548 | loss: 0.0311084 | val_loss: 0.0311584 | Time: 1112.05 ms [2022-04-12 20:56:13 main:574] : INFO : Epoch 1549 | loss: 0.0311075 | val_loss: 0.0311594 | Time: 1081.15 ms [2022-04-12 20:56:15 main:574] : INFO : Epoch 1550 | loss: 0.0311065 | val_loss: 0.0311596 | Time: 1117.92 ms [2022-04-12 20:56:16 main:574] : INFO : Epoch 1551 | loss: 0.0311068 | val_loss: 0.0311577 | Time: 1066.71 ms [2022-04-12 20:56:17 main:574] : INFO : Epoch 1552 | loss: 0.0311119 | val_loss: 0.0311593 | Time: 1115.19 ms [2022-04-12 20:56:18 main:574] : INFO : Epoch 1553 | loss: 0.0311135 | val_loss: 0.0311554 | Time: 1074.98 ms [2022-04-12 20:56:19 main:574] : INFO : Epoch 1554 | loss: 0.0311188 | val_loss: 0.031159 | Time: 1103.11 ms [2022-04-12 20:56:20 main:574] : INFO : Epoch 1555 | loss: 0.0311149 | val_loss: 0.031157 | Time: 1088.7 ms [2022-04-12 20:56:21 main:574] : INFO : Epoch 1556 | loss: 0.0311126 | val_loss: 0.0311541 | Time: 1097.74 ms [2022-04-12 20:56:22 main:574] : INFO : Epoch 1557 | loss: 0.0311117 | val_loss: 0.0311545 | Time: 1101.63 ms [2022-04-12 20:56:23 main:574] : INFO : Epoch 1558 | loss: 0.0311111 | val_loss: 0.0311583 | Time: 1081.22 ms [2022-04-12 20:56:24 main:574] : INFO : Epoch 1559 | loss: 0.0311122 | val_loss: 0.0311511 | Time: 1119.3 ms [2022-04-12 20:56:26 main:574] : INFO : Epoch 1560 | loss: 0.031112 | val_loss: 0.0311559 | Time: 1067.82 ms [2022-04-12 20:56:27 main:574] : INFO : Epoch 1561 | loss: 0.031115 | val_loss: 0.0311522 | Time: 1121.02 ms [2022-04-12 20:56:28 main:574] : INFO : Epoch 1562 | loss: 0.031115 | val_loss: 0.031152 | Time: 1067.71 ms [2022-04-12 20:56:29 main:574] : INFO : Epoch 1563 | loss: 0.0311134 | val_loss: 0.0311557 | Time: 1116.15 ms [2022-04-12 20:56:30 main:574] : INFO : Epoch 1564 | loss: 0.0311118 | val_loss: 0.0311528 | Time: 1072.19 ms [2022-04-12 20:56:31 main:574] : INFO : Epoch 1565 | loss: 0.031112 | val_loss: 0.0311513 | Time: 1111.76 ms [2022-04-12 20:56:32 main:574] : INFO : Epoch 1566 | loss: 0.0311099 | val_loss: 0.0311538 | Time: 1077.61 ms [2022-04-12 20:56:33 main:574] : INFO : Epoch 1567 | loss: 0.0311118 | val_loss: 0.0311518 | Time: 1086.34 ms [2022-04-12 20:56:34 main:574] : INFO : Epoch 1568 | loss: 0.0311121 | val_loss: 0.0311567 | Time: 1103.79 ms [2022-04-12 20:56:35 main:574] : INFO : Epoch 1569 | loss: 0.0311096 | val_loss: 0.0311573 | Time: 1078.5 ms [2022-04-12 20:56:37 main:574] : INFO : Epoch 1570 | loss: 0.0311109 | val_loss: 0.0311568 | Time: 1105.29 ms [2022-04-12 20:56:38 main:574] : INFO : Epoch 1571 | loss: 0.0311097 | val_loss: 0.0311568 | Time: 1067.8 ms [2022-04-12 20:56:39 main:574] : INFO : Epoch 1572 | loss: 0.0311087 | val_loss: 0.0311591 | Time: 1117.52 ms [2022-04-12 20:56:40 main:574] : INFO : Epoch 1573 | loss: 0.0311085 | val_loss: 0.0311602 | Time: 1068.67 ms [2022-04-12 20:56:41 main:574] : INFO : Epoch 1574 | loss: 0.0311084 | val_loss: 0.0311563 | Time: 1120.03 ms [2022-04-12 20:56:42 main:574] : INFO : Epoch 1575 | loss: 0.0311087 | val_loss: 0.0311579 | Time: 1072.3 ms [2022-04-12 20:56:43 main:574] : INFO : Epoch 1576 | loss: 0.0311106 | val_loss: 0.0311636 | Time: 1113.99 ms [2022-04-12 20:56:44 main:574] : INFO : Epoch 1577 | loss: 0.0311145 | val_loss: 0.0311698 | Time: 1083.42 ms [2022-04-12 20:56:45 main:574] : INFO : Epoch 1578 | loss: 0.0311125 | val_loss: 0.0311621 | Time: 1099.34 ms [2022-04-12 20:56:46 main:574] : INFO : Epoch 1579 | loss: 0.0311079 | val_loss: 0.0311634 | Time: 1093.38 ms [2022-04-12 20:56:48 main:574] : INFO : Epoch 1580 | loss: 0.0311121 | val_loss: 0.0311624 | Time: 1089.92 ms [2022-04-12 20:56:49 main:574] : INFO : Epoch 1581 | loss: 0.031121 | val_loss: 0.0311604 | Time: 1112.04 ms [2022-04-12 20:56:50 main:574] : INFO : Epoch 1582 | loss: 0.031125 | val_loss: 0.0311575 | Time: 1073.57 ms [2022-04-12 20:56:51 main:574] : INFO : Epoch 1583 | loss: 0.0311244 | val_loss: 0.0311541 | Time: 1113.27 ms [2022-04-12 20:56:52 main:574] : INFO : Epoch 1584 | loss: 0.0311202 | val_loss: 0.0311636 | Time: 1083.77 ms [2022-04-12 20:56:53 main:574] : INFO : Epoch 1585 | loss: 0.0311196 | val_loss: 0.0311594 | Time: 1127.31 ms [2022-04-12 20:56:54 main:574] : INFO : Epoch 1586 | loss: 0.0311212 | val_loss: 0.031153 | Time: 1070.17 ms [2022-04-12 20:56:55 main:574] : INFO : Epoch 1587 | loss: 0.0311206 | val_loss: 0.0311546 | Time: 1126.4 ms [2022-04-12 20:56:56 main:574] : INFO : Epoch 1588 | loss: 0.0311213 | val_loss: 0.0311553 | Time: 1084.36 ms [2022-04-12 20:56:57 main:574] : INFO : Epoch 1589 | loss: 0.0311215 | val_loss: 0.0311509 | Time: 1098.33 ms [2022-04-12 20:56:59 main:574] : INFO : Epoch 1590 | loss: 0.03112 | val_loss: 0.0311537 | Time: 1087.73 ms [2022-04-12 20:57:00 main:574] : INFO : Epoch 1591 | loss: 0.0311201 | val_loss: 0.0311536 | Time: 1093.87 ms [2022-04-12 20:57:01 main:574] : INFO : Epoch 1592 | loss: 0.0311244 | val_loss: 0.0311656 | Time: 1105.07 ms [2022-04-12 20:57:02 main:574] : INFO : Epoch 1593 | loss: 0.0311291 | val_loss: 0.0311503 | Time: 1079.84 ms [2022-04-12 20:57:03 main:574] : INFO : Epoch 1594 | loss: 0.0311315 | val_loss: 0.0311594 | Time: 1111.86 ms [2022-04-12 20:57:04 main:574] : INFO : Epoch 1595 | loss: 0.0311324 | val_loss: 0.031156 | Time: 1072.67 ms [2022-04-12 20:57:05 main:574] : INFO : Epoch 1596 | loss: 0.0311304 | val_loss: 0.0311543 | Time: 1107.5 ms [2022-04-12 20:57:06 main:574] : INFO : Epoch 1597 | loss: 0.0311261 | val_loss: 0.0311525 | Time: 1067.84 ms [2022-04-12 20:57:07 main:574] : INFO : Epoch 1598 | loss: 0.0311235 | val_loss: 0.0311501 | Time: 1119.54 ms [2022-04-12 20:57:08 main:574] : INFO : Epoch 1599 | loss: 0.0311201 | val_loss: 0.0311557 | Time: 1083.47 ms [2022-04-12 20:57:10 main:574] : INFO : Epoch 1600 | loss: 0.031119 | val_loss: 0.0311512 | Time: 1110.33 ms [2022-04-12 20:57:11 main:574] : INFO : Epoch 1601 | loss: 0.0311188 | val_loss: 0.0311533 | Time: 1093.09 ms [2022-04-12 20:57:12 main:574] : INFO : Epoch 1602 | loss: 0.0311188 | val_loss: 0.0311565 | Time: 1088.26 ms [2022-04-12 20:57:13 main:574] : INFO : Epoch 1603 | loss: 0.0311168 | val_loss: 0.0311567 | Time: 1101.78 ms [2022-04-12 20:57:14 main:574] : INFO : Epoch 1604 | loss: 0.0311171 | val_loss: 0.0311524 | Time: 1082.14 ms [2022-04-12 20:57:15 main:574] : INFO : Epoch 1605 | loss: 0.0311162 | val_loss: 0.0311529 | Time: 1107.09 ms [2022-04-12 20:57:16 main:574] : INFO : Epoch 1606 | loss: 0.0311165 | val_loss: 0.0311542 | Time: 1072.01 ms [2022-04-12 20:57:17 main:574] : INFO : Epoch 1607 | loss: 0.0311148 | val_loss: 0.0311572 | Time: 1124.89 ms [2022-04-12 20:57:18 main:574] : INFO : Epoch 1608 | loss: 0.0311157 | val_loss: 0.0311522 | Time: 1068.71 ms [2022-04-12 20:57:19 main:574] : INFO : Epoch 1609 | loss: 0.0311159 | val_loss: 0.0311597 | Time: 1112.39 ms [2022-04-12 20:57:21 main:574] : INFO : Epoch 1610 | loss: 0.0311206 | val_loss: 0.031163 | Time: 1085.67 ms [2022-04-12 20:57:22 main:574] : INFO : Epoch 1611 | loss: 0.0311156 | val_loss: 0.031153 | Time: 1099.34 ms [2022-04-12 20:57:23 main:574] : INFO : Epoch 1612 | loss: 0.0311154 | val_loss: 0.0311525 | Time: 1092.11 ms [2022-04-12 20:57:24 main:574] : INFO : Epoch 1613 | loss: 0.0311153 | val_loss: 0.0311589 | Time: 1093.74 ms [2022-04-12 20:57:25 main:574] : INFO : Epoch 1614 | loss: 0.0311125 | val_loss: 0.0311599 | Time: 1105.36 ms [2022-04-12 20:57:26 main:574] : INFO : Epoch 1615 | loss: 0.0311117 | val_loss: 0.0311526 | Time: 1078.8 ms [2022-04-12 20:57:27 main:574] : INFO : Epoch 1616 | loss: 0.0311127 | val_loss: 0.0311576 | Time: 1107.56 ms [2022-04-12 20:57:28 main:574] : INFO : Epoch 1617 | loss: 0.0311115 | val_loss: 0.0311539 | Time: 1070.54 ms [2022-04-12 20:57:29 main:574] : INFO : Epoch 1618 | loss: 0.031112 | val_loss: 0.0311544 | Time: 1116.12 ms [2022-04-12 20:57:30 main:574] : INFO : Epoch 1619 | loss: 0.0311098 | val_loss: 0.0311573 | Time: 1090.12 ms [2022-04-12 20:57:32 main:574] : INFO : Epoch 1620 | loss: 0.0311094 | val_loss: 0.031157 | Time: 1106.16 ms [2022-04-12 20:57:33 main:574] : INFO : Epoch 1621 | loss: 0.0311108 | val_loss: 0.0311524 | Time: 1085.46 ms [2022-04-12 20:57:34 main:574] : INFO : Epoch 1622 | loss: 0.031111 | val_loss: 0.0311525 | Time: 1106.93 ms [2022-04-12 20:57:35 main:574] : INFO : Epoch 1623 | loss: 0.0311111 | val_loss: 0.0311584 | Time: 1087.77 ms [2022-04-12 20:57:36 main:574] : INFO : Epoch 1624 | loss: 0.0311142 | val_loss: 0.0311527 | Time: 1083 ms [2022-04-12 20:57:37 main:574] : INFO : Epoch 1625 | loss: 0.0311114 | val_loss: 0.0311461 | Time: 1104.86 ms [2022-04-12 20:57:38 main:574] : INFO : Epoch 1626 | loss: 0.0311115 | val_loss: 0.0311519 | Time: 1078.93 ms [2022-04-12 20:57:39 main:574] : INFO : Epoch 1627 | loss: 0.031114 | val_loss: 0.0311485 | Time: 1103.82 ms [2022-04-12 20:57:40 main:574] : INFO : Epoch 1628 | loss: 0.0311222 | val_loss: 0.0311549 | Time: 1073.45 ms [2022-04-12 20:57:41 main:574] : INFO : Epoch 1629 | loss: 0.0311198 | val_loss: 0.0311479 | Time: 1131.5 ms [2022-04-12 20:57:43 main:574] : INFO : Epoch 1630 | loss: 0.0311171 | val_loss: 0.0311462 | Time: 1081.24 ms [2022-04-12 20:57:44 main:574] : INFO : Epoch 1631 | loss: 0.0311154 | val_loss: 0.0311516 | Time: 1112.13 ms [2022-04-12 20:57:45 main:574] : INFO : Epoch 1632 | loss: 0.0311129 | val_loss: 0.0311487 | Time: 1079.99 ms [2022-04-12 20:57:46 main:574] : INFO : Epoch 1633 | loss: 0.0311163 | val_loss: 0.0311502 | Time: 1101.65 ms [2022-04-12 20:57:47 main:574] : INFO : Epoch 1634 | loss: 0.0311177 | val_loss: 0.0311491 | Time: 1093.29 ms [2022-04-12 20:57:48 main:574] : INFO : Epoch 1635 | loss: 0.031121 | val_loss: 0.0311566 | Time: 1091.16 ms [2022-04-12 20:57:49 main:574] : INFO : Epoch 1636 | loss: 0.0311224 | val_loss: 0.0311536 | Time: 1105.08 ms [2022-04-12 20:57:50 main:574] : INFO : Epoch 1637 | loss: 0.0311287 | val_loss: 0.0311567 | Time: 1076.86 ms [2022-04-12 20:57:51 main:574] : INFO : Epoch 1638 | loss: 0.0311265 | val_loss: 0.0311585 | Time: 1115.29 ms [2022-04-12 20:57:52 main:574] : INFO : Epoch 1639 | loss: 0.0311245 | val_loss: 0.0311597 | Time: 1078.08 ms [2022-04-12 20:57:54 main:574] : INFO : Epoch 1640 | loss: 0.0311201 | val_loss: 0.0311541 | Time: 1120.76 ms [2022-04-12 20:57:55 main:574] : INFO : Epoch 1641 | loss: 0.0311191 | val_loss: 0.0311523 | Time: 1080.85 ms [2022-04-12 20:57:56 main:574] : INFO : Epoch 1642 | loss: 0.0311212 | val_loss: 0.0311569 | Time: 1105.53 ms [2022-04-12 20:57:57 main:574] : INFO : Epoch 1643 | loss: 0.0311177 | val_loss: 0.0311593 | Time: 1083 ms [2022-04-12 20:57:58 main:574] : INFO : Epoch 1644 | loss: 0.0311165 | val_loss: 0.0311554 | Time: 1108.39 ms [2022-04-12 20:57:59 main:574] : INFO : Epoch 1645 | loss: 0.0311182 | val_loss: 0.031151 | Time: 1094.72 ms [2022-04-12 20:58:00 main:574] : INFO : Epoch 1646 | loss: 0.0311174 | val_loss: 0.0311554 | Time: 1097.45 ms [2022-04-12 20:58:01 main:574] : INFO : Epoch 1647 | loss: 0.03112 | val_loss: 0.0311482 | Time: 1105.94 ms [2022-04-12 20:58:02 main:574] : INFO : Epoch 1648 | loss: 0.0311155 | val_loss: 0.0311518 | Time: 1081.38 ms [2022-04-12 20:58:04 main:574] : INFO : Epoch 1649 | loss: 0.0311199 | val_loss: 0.0311532 | Time: 1147.81 ms [2022-04-12 20:58:05 main:574] : INFO : Epoch 1650 | loss: 0.0311209 | val_loss: 0.0311537 | Time: 1067.99 ms [2022-04-12 20:58:06 main:574] : INFO : Epoch 1651 | loss: 0.0311189 | val_loss: 0.0311517 | Time: 1126.34 ms [2022-04-12 20:58:07 main:574] : INFO : Epoch 1652 | loss: 0.0311189 | val_loss: 0.0311544 | Time: 1075.83 ms [2022-04-12 20:58:08 main:574] : INFO : Epoch 1653 | loss: 0.0311175 | val_loss: 0.0311595 | Time: 1108.04 ms [2022-04-12 20:58:09 main:574] : INFO : Epoch 1654 | loss: 0.0311179 | val_loss: 0.0311532 | Time: 1090.86 ms [2022-04-12 20:58:10 main:574] : INFO : Epoch 1655 | loss: 0.0311186 | val_loss: 0.0311542 | Time: 1101.1 ms [2022-04-12 20:58:11 main:574] : INFO : Epoch 1656 | loss: 0.0311197 | val_loss: 0.0311542 | Time: 1095.07 ms [2022-04-12 20:58:12 main:574] : INFO : Epoch 1657 | loss: 0.0311245 | val_loss: 0.0311488 | Time: 1080.94 ms [2022-04-12 20:58:13 main:574] : INFO : Epoch 1658 | loss: 0.0311239 | val_loss: 0.0311548 | Time: 1110.32 ms [2022-04-12 20:58:14 main:574] : INFO : Epoch 1659 | loss: 0.0311194 | val_loss: 0.0311511 | Time: 1074.83 ms [2022-04-12 20:58:16 main:574] : INFO : Epoch 1660 | loss: 0.0311159 | val_loss: 0.0311474 | Time: 1125.42 ms [2022-04-12 20:58:17 main:574] : INFO : Epoch 1661 | loss: 0.0311153 | val_loss: 0.0311493 | Time: 1063.26 ms [2022-04-12 20:58:18 main:574] : INFO : Epoch 1662 | loss: 0.0311168 | val_loss: 0.031146 | Time: 1113.95 ms [2022-04-12 20:58:19 main:574] : INFO : Epoch 1663 | loss: 0.0311167 | val_loss: 0.0311479 | Time: 1075.37 ms [2022-04-12 20:58:20 main:574] : INFO : Epoch 1664 | loss: 0.0311173 | val_loss: 0.0311597 | Time: 1110.8 ms [2022-04-12 20:58:21 main:574] : INFO : Epoch 1665 | loss: 0.03112 | val_loss: 0.0311552 | Time: 1081.22 ms [2022-04-12 20:58:22 main:574] : INFO : Epoch 1666 | loss: 0.0311144 | val_loss: 0.0311528 | Time: 1106.88 ms [2022-04-12 20:58:23 main:574] : INFO : Epoch 1667 | loss: 0.0311133 | val_loss: 0.0311471 | Time: 1090.29 ms [2022-04-12 20:58:24 main:574] : INFO : Epoch 1668 | loss: 0.0311146 | val_loss: 0.0311516 | Time: 1083.74 ms [2022-04-12 20:58:25 main:574] : INFO : Epoch 1669 | loss: 0.0311127 | val_loss: 0.0311485 | Time: 1103.57 ms [2022-04-12 20:58:27 main:574] : INFO : Epoch 1670 | loss: 0.0311121 | val_loss: 0.0311487 | Time: 1063.95 ms [2022-04-12 20:58:28 main:574] : INFO : Epoch 1671 | loss: 0.0311156 | val_loss: 0.0311574 | Time: 1120.14 ms [2022-04-12 20:58:29 main:574] : INFO : Epoch 1672 | loss: 0.0311148 | val_loss: 0.0311526 | Time: 1068.96 ms [2022-04-12 20:58:30 main:574] : INFO : Epoch 1673 | loss: 0.0311104 | val_loss: 0.0311538 | Time: 1109.43 ms [2022-04-12 20:58:31 main:574] : INFO : Epoch 1674 | loss: 0.0311097 | val_loss: 0.0311493 | Time: 1068.46 ms [2022-04-12 20:58:32 main:574] : INFO : Epoch 1675 | loss: 0.0311089 | val_loss: 0.0311499 | Time: 1111.87 ms [2022-04-12 20:58:33 main:574] : INFO : Epoch 1676 | loss: 0.0311075 | val_loss: 0.0311531 | Time: 1070.83 ms [2022-04-12 20:58:34 main:574] : INFO : Epoch 1677 | loss: 0.0311087 | val_loss: 0.0311491 | Time: 1119.3 ms [2022-04-12 20:58:35 main:574] : INFO : Epoch 1678 | loss: 0.0311093 | val_loss: 0.0311523 | Time: 1088.28 ms [2022-04-12 20:58:36 main:574] : INFO : Epoch 1679 | loss: 0.0311085 | val_loss: 0.0311522 | Time: 1089.58 ms [2022-04-12 20:58:38 main:574] : INFO : Epoch 1680 | loss: 0.0311086 | val_loss: 0.0311518 | Time: 1091.75 ms [2022-04-12 20:58:39 main:574] : INFO : Epoch 1681 | loss: 0.0311082 | val_loss: 0.0311523 | Time: 1091.66 ms [2022-04-12 20:58:40 main:574] : INFO : Epoch 1682 | loss: 0.0311094 | val_loss: 0.0311522 | Time: 1113.95 ms [2022-04-12 20:58:41 main:574] : INFO : Epoch 1683 | loss: 0.0311093 | val_loss: 0.0311542 | Time: 1072.79 ms [2022-04-12 20:58:42 main:574] : INFO : Epoch 1684 | loss: 0.0311094 | val_loss: 0.0311494 | Time: 1121.79 ms [2022-04-12 20:58:43 main:574] : INFO : Epoch 1685 | loss: 0.031108 | val_loss: 0.0311517 | Time: 1066.19 ms [2022-04-12 20:58:44 main:574] : INFO : Epoch 1686 | loss: 0.0311072 | val_loss: 0.0311594 | Time: 1108.63 ms [2022-04-12 20:58:45 main:574] : INFO : Epoch 1687 | loss: 0.0311073 | val_loss: 0.0311625 | Time: 1077.2 ms [2022-04-12 20:58:46 main:574] : INFO : Epoch 1688 | loss: 0.0311104 | val_loss: 0.0311529 | Time: 1107.19 ms [2022-04-12 20:58:47 main:574] : INFO : Epoch 1689 | loss: 0.0311125 | val_loss: 0.0311553 | Time: 1112.24 ms [2022-04-12 20:58:49 main:574] : INFO : Epoch 1690 | loss: 0.0311109 | val_loss: 0.0311603 | Time: 1098.4 ms [2022-04-12 20:58:50 main:574] : INFO : Epoch 1691 | loss: 0.0311098 | val_loss: 0.0311527 | Time: 1098.65 ms [2022-04-12 20:58:51 main:574] : INFO : Epoch 1692 | loss: 0.0311085 | val_loss: 0.0311498 | Time: 1076.83 ms [2022-04-12 20:58:52 main:574] : INFO : Epoch 1693 | loss: 0.0311082 | val_loss: 0.031148 | Time: 1119.81 ms [2022-04-12 20:58:53 main:574] : INFO : Epoch 1694 | loss: 0.0311074 | val_loss: 0.0311546 | Time: 1071.13 ms [2022-04-12 20:58:54 main:574] : INFO : Epoch 1695 | loss: 0.0311068 | val_loss: 0.0311534 | Time: 1118.4 ms [2022-04-12 20:58:55 main:574] : INFO : Epoch 1696 | loss: 0.0311063 | val_loss: 0.0311547 | Time: 1068.58 ms [2022-04-12 20:58:56 main:574] : INFO : Epoch 1697 | loss: 0.0311087 | val_loss: 0.03116 | Time: 1104.48 ms [2022-04-12 20:58:57 main:574] : INFO : Epoch 1698 | loss: 0.0311097 | val_loss: 0.0311485 | Time: 1075.54 ms [2022-04-12 20:58:58 main:574] : INFO : Epoch 1699 | loss: 0.0311085 | val_loss: 0.0311496 | Time: 1106.66 ms [2022-04-12 20:59:00 main:574] : INFO : Epoch 1700 | loss: 0.0311084 | val_loss: 0.0311588 | Time: 1083.6 ms [2022-04-12 20:59:01 main:574] : INFO : Epoch 1701 | loss: 0.0311079 | val_loss: 0.0311516 | Time: 1092.08 ms [2022-04-12 20:59:02 main:574] : INFO : Epoch 1702 | loss: 0.0311064 | val_loss: 0.0311528 | Time: 1087.44 ms [2022-04-12 20:59:03 main:574] : INFO : Epoch 1703 | loss: 0.0311055 | val_loss: 0.0311511 | Time: 1082.11 ms [2022-04-12 20:59:04 main:574] : INFO : Epoch 1704 | loss: 0.031105 | val_loss: 0.0311503 | Time: 1117.19 ms [2022-04-12 20:59:05 main:574] : INFO : Epoch 1705 | loss: 0.0311076 | val_loss: 0.0311559 | Time: 1067.66 ms [2022-04-12 20:59:06 main:574] : INFO : Epoch 1706 | loss: 0.0311113 | val_loss: 0.0311529 | Time: 1111.41 ms [2022-04-12 20:59:07 main:574] : INFO : Epoch 1707 | loss: 0.0311109 | val_loss: 0.0311462 | Time: 1070.59 ms [2022-04-12 20:59:08 main:574] : INFO : Epoch 1708 | loss: 0.0311155 | val_loss: 0.0311496 | Time: 1108.61 ms [2022-04-12 20:59:09 main:574] : INFO : Epoch 1709 | loss: 0.0311115 | val_loss: 0.0311496 | Time: 1077.84 ms [2022-04-12 20:59:11 main:574] : INFO : Epoch 1710 | loss: 0.031111 | val_loss: 0.031152 | Time: 1100.4 ms [2022-04-12 20:59:12 main:574] : INFO : Epoch 1711 | loss: 0.0311104 | val_loss: 0.0311478 | Time: 1085.46 ms [2022-04-12 20:59:13 main:574] : INFO : Epoch 1712 | loss: 0.0311099 | val_loss: 0.0311494 | Time: 1093.61 ms [2022-04-12 20:59:14 main:574] : INFO : Epoch 1713 | loss: 0.0311124 | val_loss: 0.0311553 | Time: 1091.64 ms [2022-04-12 20:59:15 main:574] : INFO : Epoch 1714 | loss: 0.031117 | val_loss: 0.031149 | Time: 1093.53 ms [2022-04-12 20:59:16 main:574] : INFO : Epoch 1715 | loss: 0.0311137 | val_loss: 0.0311499 | Time: 1109.71 ms [2022-04-12 20:59:17 main:574] : INFO : Epoch 1716 | loss: 0.0311102 | val_loss: 0.0311529 | Time: 1072.91 ms [2022-04-12 20:59:18 main:574] : INFO : Epoch 1717 | loss: 0.0311092 | val_loss: 0.0311526 | Time: 1122.97 ms [2022-04-12 20:59:19 main:574] : INFO : Epoch 1718 | loss: 0.0311104 | val_loss: 0.0311536 | Time: 1084.82 ms [2022-04-12 20:59:20 main:574] : INFO : Epoch 1719 | loss: 0.031111 | val_loss: 0.0311474 | Time: 1115.02 ms [2022-04-12 20:59:22 main:574] : INFO : Epoch 1720 | loss: 0.031112 | val_loss: 0.0311511 | Time: 1083.16 ms [2022-04-12 20:59:23 main:574] : INFO : Epoch 1721 | loss: 0.0311102 | val_loss: 0.0311646 | Time: 1100.16 ms [2022-04-12 20:59:24 main:574] : INFO : Epoch 1722 | loss: 0.031112 | val_loss: 0.0311588 | Time: 1085.45 ms [2022-04-12 20:59:25 main:574] : INFO : Epoch 1723 | loss: 0.0311128 | val_loss: 0.0311565 | Time: 1099.79 ms [2022-04-12 20:59:26 main:574] : INFO : Epoch 1724 | loss: 0.0311127 | val_loss: 0.0311578 | Time: 1105.87 ms [2022-04-12 20:59:27 main:574] : INFO : Epoch 1725 | loss: 0.0311163 | val_loss: 0.0311554 | Time: 1081.44 ms [2022-04-12 20:59:28 main:574] : INFO : Epoch 1726 | loss: 0.0311181 | val_loss: 0.0311537 | Time: 1114.11 ms [2022-04-12 20:59:29 main:574] : INFO : Epoch 1727 | loss: 0.0311195 | val_loss: 0.031154 | Time: 1077.93 ms [2022-04-12 20:59:30 main:574] : INFO : Epoch 1728 | loss: 0.0311224 | val_loss: 0.0311616 | Time: 1121.82 ms [2022-04-12 20:59:31 main:574] : INFO : Epoch 1729 | loss: 0.0311225 | val_loss: 0.0311509 | Time: 1065.01 ms [2022-04-12 20:59:33 main:574] : INFO : Epoch 1730 | loss: 0.0311222 | val_loss: 0.0311521 | Time: 1119.14 ms [2022-04-12 20:59:34 main:574] : INFO : Epoch 1731 | loss: 0.0311188 | val_loss: 0.0311538 | Time: 1077.99 ms [2022-04-12 20:59:35 main:574] : INFO : Epoch 1732 | loss: 0.0311177 | val_loss: 0.0311523 | Time: 1096.45 ms [2022-04-12 20:59:36 main:574] : INFO : Epoch 1733 | loss: 0.0311161 | val_loss: 0.0311528 | Time: 1090.11 ms [2022-04-12 20:59:37 main:574] : INFO : Epoch 1734 | loss: 0.0311149 | val_loss: 0.031152 | Time: 1099.09 ms [2022-04-12 20:59:38 main:574] : INFO : Epoch 1735 | loss: 0.0311176 | val_loss: 0.0311489 | Time: 1097.85 ms [2022-04-12 20:59:39 main:574] : INFO : Epoch 1736 | loss: 0.0311277 | val_loss: 0.0311492 | Time: 1088.98 ms [2022-04-12 20:59:40 main:574] : INFO : Epoch 1737 | loss: 0.0311252 | val_loss: 0.0311479 | Time: 1112.1 ms [2022-04-12 20:59:41 main:574] : INFO : Epoch 1738 | loss: 0.0311269 | val_loss: 0.0311478 | Time: 1079.01 ms [2022-04-12 20:59:43 main:574] : INFO : Epoch 1739 | loss: 0.0311239 | val_loss: 0.0311438 | Time: 1118.83 ms [2022-04-12 20:59:44 main:574] : INFO : Epoch 1740 | loss: 0.031122 | val_loss: 0.0311471 | Time: 1070.43 ms [2022-04-12 20:59:45 main:574] : INFO : Epoch 1741 | loss: 0.0311232 | val_loss: 0.0311523 | Time: 1107.78 ms [2022-04-12 20:59:46 main:574] : INFO : Epoch 1742 | loss: 0.0311211 | val_loss: 0.0311473 | Time: 1083.78 ms [2022-04-12 20:59:47 main:574] : INFO : Epoch 1743 | loss: 0.0311192 | val_loss: 0.0311534 | Time: 1105.62 ms [2022-04-12 20:59:48 main:574] : INFO : Epoch 1744 | loss: 0.0311191 | val_loss: 0.0311455 | Time: 1095.66 ms [2022-04-12 20:59:49 main:574] : INFO : Epoch 1745 | loss: 0.0311171 | val_loss: 0.0311463 | Time: 1105.77 ms [2022-04-12 20:59:50 main:574] : INFO : Epoch 1746 | loss: 0.0311161 | val_loss: 0.0311438 | Time: 1093.88 ms [2022-04-12 20:59:51 main:574] : INFO : Epoch 1747 | loss: 0.0311156 | val_loss: 0.031151 | Time: 1084.87 ms [2022-04-12 20:59:52 main:574] : INFO : Epoch 1748 | loss: 0.0311192 | val_loss: 0.0311542 | Time: 1110.75 ms [2022-04-12 20:59:53 main:574] : INFO : Epoch 1749 | loss: 0.0311231 | val_loss: 0.0311512 | Time: 1068.09 ms [2022-04-12 20:59:55 main:574] : INFO : Epoch 1750 | loss: 0.0311181 | val_loss: 0.0311507 | Time: 1130.8 ms [2022-04-12 20:59:56 main:574] : INFO : Epoch 1751 | loss: 0.0311178 | val_loss: 0.0311465 | Time: 1069.28 ms [2022-04-12 20:59:57 main:574] : INFO : Epoch 1752 | loss: 0.0311163 | val_loss: 0.0311537 | Time: 1114.69 ms [2022-04-12 20:59:58 main:574] : INFO : Epoch 1753 | loss: 0.0311158 | val_loss: 0.0311481 | Time: 1077.97 ms [2022-04-12 20:59:59 main:574] : INFO : Epoch 1754 | loss: 0.0311149 | val_loss: 0.0311539 | Time: 1113.57 ms [2022-04-12 21:00:00 main:574] : INFO : Epoch 1755 | loss: 0.0311142 | val_loss: 0.0311496 | Time: 1079.23 ms [2022-04-12 21:00:01 main:574] : INFO : Epoch 1756 | loss: 0.0311149 | val_loss: 0.0311479 | Time: 1095.28 ms [2022-04-12 21:00:02 main:574] : INFO : Epoch 1757 | loss: 0.0311141 | val_loss: 0.0311514 | Time: 1097.41 ms [2022-04-12 21:00:03 main:574] : INFO : Epoch 1758 | loss: 0.031112 | val_loss: 0.0311497 | Time: 1080.33 ms [2022-04-12 21:00:05 main:574] : INFO : Epoch 1759 | loss: 0.0311122 | val_loss: 0.031154 | Time: 1102.2 ms [2022-04-12 21:00:06 main:574] : INFO : Epoch 1760 | loss: 0.0311204 | val_loss: 0.0311514 | Time: 1071.86 ms [2022-04-12 21:00:07 main:574] : INFO : Epoch 1761 | loss: 0.0311185 | val_loss: 0.0311507 | Time: 1125.87 ms [2022-04-12 21:00:08 main:574] : INFO : Epoch 1762 | loss: 0.0311172 | val_loss: 0.0311477 | Time: 1060.02 ms [2022-04-12 21:00:09 main:574] : INFO : Epoch 1763 | loss: 0.0311153 | val_loss: 0.0311503 | Time: 1131.91 ms [2022-04-12 21:00:10 main:574] : INFO : Epoch 1764 | loss: 0.0311123 | val_loss: 0.0311507 | Time: 1092.33 ms [2022-04-12 21:00:11 main:574] : INFO : Epoch 1765 | loss: 0.031111 | val_loss: 0.0311493 | Time: 1104.51 ms [2022-04-12 21:00:12 main:574] : INFO : Epoch 1766 | loss: 0.0311136 | val_loss: 0.0311533 | Time: 1086.47 ms [2022-04-12 21:00:13 main:574] : INFO : Epoch 1767 | loss: 0.0311128 | val_loss: 0.0311566 | Time: 1099.4 ms [2022-04-12 21:00:14 main:574] : INFO : Epoch 1768 | loss: 0.0311125 | val_loss: 0.0311489 | Time: 1094.11 ms [2022-04-12 21:00:16 main:574] : INFO : Epoch 1769 | loss: 0.0311136 | val_loss: 0.031145 | Time: 1088.54 ms [2022-04-12 21:00:17 main:574] : INFO : Epoch 1770 | loss: 0.0311116 | val_loss: 0.0311485 | Time: 1105.59 ms [2022-04-12 21:00:18 main:574] : INFO : Epoch 1771 | loss: 0.0311137 | val_loss: 0.0311508 | Time: 1073.5 ms [2022-04-12 21:00:19 main:574] : INFO : Epoch 1772 | loss: 0.0311121 | val_loss: 0.031149 | Time: 1128.48 ms [2022-04-12 21:00:20 main:574] : INFO : Epoch 1773 | loss: 0.031115 | val_loss: 0.0311676 | Time: 1066.07 ms [2022-04-12 21:00:21 main:574] : INFO : Epoch 1774 | loss: 0.031853 | val_loss: 0.0321858 | Time: 1121.93 ms [2022-04-12 21:00:22 main:574] : INFO : Epoch 1775 | loss: 0.0339914 | val_loss: 0.0317448 | Time: 1072.99 ms [2022-04-12 21:00:23 main:574] : INFO : Epoch 1776 | loss: 0.0316015 | val_loss: 0.0314816 | Time: 1111.87 ms [2022-04-12 21:00:24 main:574] : INFO : Epoch 1777 | loss: 0.0313059 | val_loss: 0.031254 | Time: 1086.26 ms [2022-04-12 21:00:25 main:574] : INFO : Epoch 1778 | loss: 0.0312374 | val_loss: 0.031227 | Time: 1105.2 ms [2022-04-12 21:00:27 main:574] : INFO : Epoch 1779 | loss: 0.0312214 | val_loss: 0.0312121 | Time: 1089.38 ms [2022-04-12 21:00:28 main:574] : INFO : Epoch 1780 | loss: 0.0312106 | val_loss: 0.0312075 | Time: 1099.47 ms [2022-04-12 21:00:29 main:574] : INFO : Epoch 1781 | loss: 0.031201 | val_loss: 0.0311989 | Time: 1108.28 ms [2022-04-12 21:00:30 main:574] : INFO : Epoch 1782 | loss: 0.031191 | val_loss: 0.0311818 | Time: 1076.3 ms [2022-04-12 21:00:31 main:574] : INFO : Epoch 1783 | loss: 0.031184 | val_loss: 0.031194 | Time: 1124.55 ms [2022-04-12 21:00:32 main:574] : INFO : Epoch 1784 | loss: 0.0311815 | val_loss: 0.0311776 | Time: 1057.9 ms [2022-04-12 21:00:33 main:574] : INFO : Epoch 1785 | loss: 0.0311752 | val_loss: 0.031169 | Time: 1116.83 ms [2022-04-12 21:00:34 main:574] : INFO : Epoch 1786 | loss: 0.0311652 | val_loss: 0.0311708 | Time: 1079.37 ms [2022-04-12 21:00:35 main:574] : INFO : Epoch 1787 | loss: 0.0311643 | val_loss: 0.031167 | Time: 1105.56 ms [2022-04-12 21:00:36 main:574] : INFO : Epoch 1788 | loss: 0.0311574 | val_loss: 0.031158 | Time: 1088.91 ms [2022-04-12 21:00:38 main:574] : INFO : Epoch 1789 | loss: 0.0311541 | val_loss: 0.031167 | Time: 1100.59 ms [2022-04-12 21:00:39 main:574] : INFO : Epoch 1790 | loss: 0.0311538 | val_loss: 0.0311631 | Time: 1100.72 ms [2022-04-12 21:00:40 main:574] : INFO : Epoch 1791 | loss: 0.0311427 | val_loss: 0.0311542 | Time: 1093.83 ms [2022-04-12 21:00:41 main:574] : INFO : Epoch 1792 | loss: 0.0311391 | val_loss: 0.0311558 | Time: 1099.38 ms [2022-04-12 21:00:42 main:574] : INFO : Epoch 1793 | loss: 0.0311373 | val_loss: 0.0311541 | Time: 1073.97 ms [2022-04-12 21:00:43 main:574] : INFO : Epoch 1794 | loss: 0.0311363 | val_loss: 0.0311519 | Time: 1114.75 ms [2022-04-12 21:00:44 main:574] : INFO : Epoch 1795 | loss: 0.0311354 | val_loss: 0.0311562 | Time: 1074.63 ms [2022-04-12 21:00:45 main:574] : INFO : Epoch 1796 | loss: 0.0311353 | val_loss: 0.031154 | Time: 1111.47 ms [2022-04-12 21:00:46 main:574] : INFO : Epoch 1797 | loss: 0.0311337 | val_loss: 0.0311533 | Time: 1077.48 ms [2022-04-12 21:00:47 main:574] : INFO : Epoch 1798 | loss: 0.0311315 | val_loss: 0.0311501 | Time: 1106.24 ms [2022-04-12 21:00:49 main:574] : INFO : Epoch 1799 | loss: 0.0311311 | val_loss: 0.0311501 | Time: 1092.37 ms [2022-04-12 21:00:50 main:574] : INFO : Epoch 1800 | loss: 0.0311297 | val_loss: 0.0311534 | Time: 1094.71 ms [2022-04-12 21:00:51 main:574] : INFO : Epoch 1801 | loss: 0.0311284 | val_loss: 0.0311521 | Time: 1087.38 ms [2022-04-12 21:00:52 main:574] : INFO : Epoch 1802 | loss: 0.0311293 | val_loss: 0.0311563 | Time: 1090.33 ms [2022-04-12 21:00:53 main:574] : INFO : Epoch 1803 | loss: 0.0311285 | val_loss: 0.0311506 | Time: 1118.43 ms [2022-04-12 21:00:54 main:574] : INFO : Epoch 1804 | loss: 0.0311267 | val_loss: 0.0311505 | Time: 1076.29 ms [2022-04-12 21:00:55 main:574] : INFO : Epoch 1805 | loss: 0.0311332 | val_loss: 0.0311612 | Time: 1122.74 ms [2022-04-12 21:00:56 main:574] : INFO : Epoch 1806 | loss: 0.0311328 | val_loss: 0.0311516 | Time: 1061.9 ms [2022-04-12 21:00:57 main:574] : INFO : Epoch 1807 | loss: 0.0311273 | val_loss: 0.0311503 | Time: 1111.51 ms [2022-04-12 21:00:58 main:574] : INFO : Epoch 1808 | loss: 0.0311238 | val_loss: 0.0311506 | Time: 1077.31 ms [2022-04-12 21:01:00 main:574] : INFO : Epoch 1809 | loss: 0.0311242 | val_loss: 0.0311515 | Time: 1100.1 ms [2022-04-12 21:01:01 main:574] : INFO : Epoch 1810 | loss: 0.0311263 | val_loss: 0.0311585 | Time: 1081.08 ms [2022-04-12 21:01:02 main:574] : INFO : Epoch 1811 | loss: 0.0311277 | val_loss: 0.031161 | Time: 1095.58 ms [2022-04-12 21:01:03 main:574] : INFO : Epoch 1812 | loss: 0.0311303 | val_loss: 0.0311544 | Time: 1095.49 ms [2022-04-12 21:01:04 main:574] : INFO : Epoch 1813 | loss: 0.0311302 | val_loss: 0.0311641 | Time: 1089.66 ms [2022-04-12 21:01:05 main:574] : INFO : Epoch 1814 | loss: 0.0311308 | val_loss: 0.0311563 | Time: 1102.83 ms [2022-04-12 21:01:06 main:574] : INFO : Epoch 1815 | loss: 0.0311276 | val_loss: 0.0311486 | Time: 1079.84 ms [2022-04-12 21:01:07 main:574] : INFO : Epoch 1816 | loss: 0.0311262 | val_loss: 0.0311494 | Time: 1124.34 ms [2022-04-12 21:01:08 main:574] : INFO : Epoch 1817 | loss: 0.0311242 | val_loss: 0.0311505 | Time: 1068.79 ms [2022-04-12 21:01:09 main:574] : INFO : Epoch 1818 | loss: 0.0311284 | val_loss: 0.0311485 | Time: 1123.26 ms [2022-04-12 21:01:11 main:574] : INFO : Epoch 1819 | loss: 0.031128 | val_loss: 0.0311496 | Time: 1076.13 ms [2022-04-12 21:01:12 main:574] : INFO : Epoch 1820 | loss: 0.0311265 | val_loss: 0.0311487 | Time: 1099.94 ms [2022-04-12 21:01:13 main:574] : INFO : Epoch 1821 | loss: 0.0311265 | val_loss: 0.0311489 | Time: 1085.51 ms [2022-04-12 21:01:14 main:574] : INFO : Epoch 1822 | loss: 0.0311252 | val_loss: 0.0311474 | Time: 1100.97 ms [2022-04-12 21:01:15 main:574] : INFO : Epoch 1823 | loss: 0.0311245 | val_loss: 0.0311543 | Time: 1092.73 ms [2022-04-12 21:01:16 main:574] : INFO : Epoch 1824 | loss: 0.0311226 | val_loss: 0.0311476 | Time: 1095.83 ms [2022-04-12 21:01:17 main:574] : INFO : Epoch 1825 | loss: 0.0311214 | val_loss: 0.0311512 | Time: 1102.25 ms [2022-04-12 21:01:18 main:574] : INFO : Epoch 1826 | loss: 0.0311188 | val_loss: 0.0311457 | Time: 1071.18 ms [2022-04-12 21:01:19 main:574] : INFO : Epoch 1827 | loss: 0.0311183 | val_loss: 0.0311478 | Time: 1113.77 ms [2022-04-12 21:01:20 main:574] : INFO : Epoch 1828 | loss: 0.031119 | val_loss: 0.0311499 | Time: 1070.29 ms [2022-04-12 21:01:22 main:574] : INFO : Epoch 1829 | loss: 0.0311218 | val_loss: 0.0311499 | Time: 1120.74 ms [2022-04-12 21:01:23 main:574] : INFO : Epoch 1830 | loss: 0.031119 | val_loss: 0.0311494 | Time: 1070.48 ms [2022-04-12 21:01:24 main:574] : INFO : Epoch 1831 | loss: 0.0311183 | val_loss: 0.0311471 | Time: 1110.86 ms [2022-04-12 21:01:25 main:574] : INFO : Epoch 1832 | loss: 0.0311257 | val_loss: 0.0311611 | Time: 1085.61 ms [2022-04-12 21:01:26 main:574] : INFO : Epoch 1833 | loss: 0.0311359 | val_loss: 0.0311519 | Time: 1089.97 ms [2022-04-12 21:01:27 main:574] : INFO : Epoch 1834 | loss: 0.0311341 | val_loss: 0.0311522 | Time: 1095.17 ms [2022-04-12 21:01:28 main:574] : INFO : Epoch 1835 | loss: 0.0311311 | val_loss: 0.0311486 | Time: 1091.35 ms [2022-04-12 21:01:29 main:574] : INFO : Epoch 1836 | loss: 0.03113 | val_loss: 0.0311477 | Time: 1102.87 ms [2022-04-12 21:01:30 main:574] : INFO : Epoch 1837 | loss: 0.0311294 | val_loss: 0.0311493 | Time: 1078.99 ms [2022-04-12 21:01:31 main:574] : INFO : Epoch 1838 | loss: 0.0311283 | val_loss: 0.0311494 | Time: 1110.26 ms [2022-04-12 21:01:33 main:574] : INFO : Epoch 1839 | loss: 0.0311263 | val_loss: 0.0311482 | Time: 1066.22 ms [2022-04-12 21:01:34 main:574] : INFO : Epoch 1840 | loss: 0.0311252 | val_loss: 0.0311472 | Time: 1141.66 ms [2022-04-12 21:01:35 main:574] : INFO : Epoch 1841 | loss: 0.0311231 | val_loss: 0.0311452 | Time: 1071.44 ms [2022-04-12 21:01:36 main:574] : INFO : Epoch 1842 | loss: 0.0311236 | val_loss: 0.0311493 | Time: 1106.88 ms [2022-04-12 21:01:37 main:574] : INFO : Epoch 1843 | loss: 0.0311254 | val_loss: 0.031153 | Time: 1087.29 ms [2022-04-12 21:01:38 main:574] : INFO : Epoch 1844 | loss: 0.0311281 | val_loss: 0.0311477 | Time: 1093.49 ms [2022-04-12 21:01:39 main:574] : INFO : Epoch 1845 | loss: 0.0311279 | val_loss: 0.0311491 | Time: 1089.03 ms [2022-04-12 21:01:40 main:574] : INFO : Epoch 1846 | loss: 0.0311301 | val_loss: 0.0311494 | Time: 1099.32 ms [2022-04-12 21:01:41 main:574] : INFO : Epoch 1847 | loss: 0.0311268 | val_loss: 0.0311519 | Time: 1111.13 ms [2022-04-12 21:01:42 main:574] : INFO : Epoch 1848 | loss: 0.0311342 | val_loss: 0.031151 | Time: 1074.04 ms [2022-04-12 21:01:44 main:574] : INFO : Epoch 1849 | loss: 0.0311328 | val_loss: 0.0311544 | Time: 1121.74 ms [2022-04-12 21:01:45 main:574] : INFO : Epoch 1850 | loss: 0.0311301 | val_loss: 0.0311495 | Time: 1068.38 ms [2022-04-12 21:01:46 main:574] : INFO : Epoch 1851 | loss: 0.0311277 | val_loss: 0.031151 | Time: 1132.28 ms [2022-04-12 21:01:47 main:574] : INFO : Epoch 1852 | loss: 0.0311293 | val_loss: 0.0311545 | Time: 1073.91 ms [2022-04-12 21:01:48 main:574] : INFO : Epoch 1853 | loss: 0.0311284 | val_loss: 0.0311564 | Time: 1106.05 ms [2022-04-12 21:01:49 main:574] : INFO : Epoch 1854 | loss: 0.0311267 | val_loss: 0.0311485 | Time: 1108.47 ms [2022-04-12 21:01:50 main:574] : INFO : Epoch 1855 | loss: 0.0311305 | val_loss: 0.0311509 | Time: 1110.93 ms [2022-04-12 21:01:51 main:574] : INFO : Epoch 1856 | loss: 0.0311319 | val_loss: 0.0311544 | Time: 1126.75 ms [2022-04-12 21:01:52 main:574] : INFO : Epoch 1857 | loss: 0.0311325 | val_loss: 0.0311557 | Time: 1134.87 ms [2022-04-12 21:01:54 main:574] : INFO : Epoch 1858 | loss: 0.0311298 | val_loss: 0.0311501 | Time: 1124.58 ms [2022-04-12 21:01:55 main:574] : INFO : Epoch 1859 | loss: 0.0311266 | val_loss: 0.031156 | Time: 1071.67 ms [2022-04-12 21:01:56 main:574] : INFO : Epoch 1860 | loss: 0.0311325 | val_loss: 0.0311487 | Time: 1113.27 ms [2022-04-12 21:01:57 main:574] : INFO : Epoch 1861 | loss: 0.0311319 | val_loss: 0.0311511 | Time: 1069.09 ms [2022-04-12 21:01:58 main:574] : INFO : Epoch 1862 | loss: 0.0311321 | val_loss: 0.0311499 | Time: 1128.26 ms [2022-04-12 21:01:59 main:574] : INFO : Epoch 1863 | loss: 0.0311285 | val_loss: 0.0311517 | Time: 1089.41 ms [2022-04-12 21:02:00 main:574] : INFO : Epoch 1864 | loss: 0.0311279 | val_loss: 0.0311576 | Time: 1112.54 ms [2022-04-12 21:02:01 main:574] : INFO : Epoch 1865 | loss: 0.0311258 | val_loss: 0.0311526 | Time: 1093.12 ms [2022-04-12 21:02:02 main:574] : INFO : Epoch 1866 | loss: 0.0311269 | val_loss: 0.0311506 | Time: 1090.98 ms [2022-04-12 21:02:04 main:574] : INFO : Epoch 1867 | loss: 0.0311293 | val_loss: 0.0311585 | Time: 1113.04 ms [2022-04-12 21:02:05 main:574] : INFO : Epoch 1868 | loss: 0.0311343 | val_loss: 0.031152 | Time: 1085.75 ms [2022-04-12 21:02:06 main:574] : INFO : Epoch 1869 | loss: 0.0311299 | val_loss: 0.0311509 | Time: 1109.76 ms [2022-04-12 21:02:07 main:574] : INFO : Epoch 1870 | loss: 0.0311321 | val_loss: 0.0311484 | Time: 1067.55 ms [2022-04-12 21:02:08 main:574] : INFO : Epoch 1871 | loss: 0.0311296 | val_loss: 0.0311531 | Time: 1119.76 ms [2022-04-12 21:02:09 main:574] : INFO : Epoch 1872 | loss: 0.0311309 | val_loss: 0.0311483 | Time: 1065.76 ms [2022-04-12 21:02:10 main:574] : INFO : Epoch 1873 | loss: 0.0311296 | val_loss: 0.0311559 | Time: 1120.95 ms [2022-04-12 21:02:11 main:574] : INFO : Epoch 1874 | loss: 0.0311314 | val_loss: 0.0311477 | Time: 1076.16 ms [2022-04-12 21:02:12 main:574] : INFO : Epoch 1875 | loss: 0.0311249 | val_loss: 0.0311527 | Time: 1109.78 ms [2022-04-12 21:02:13 main:574] : INFO : Epoch 1876 | loss: 0.0311278 | val_loss: 0.031147 | Time: 1089.13 ms [2022-04-12 21:02:14 main:574] : INFO : Epoch 1877 | loss: 0.0311266 | val_loss: 0.0311486 | Time: 1093.83 ms [2022-04-12 21:02:16 main:574] : INFO : Epoch 1878 | loss: 0.0311258 | val_loss: 0.0311505 | Time: 1094.26 ms [2022-04-12 21:02:17 main:574] : INFO : Epoch 1879 | loss: 0.0311253 | val_loss: 0.0311485 | Time: 1083.01 ms [2022-04-12 21:02:18 main:574] : INFO : Epoch 1880 | loss: 0.031125 | val_loss: 0.0311525 | Time: 1099.22 ms [2022-04-12 21:02:19 main:574] : INFO : Epoch 1881 | loss: 0.031127 | val_loss: 0.0311512 | Time: 1083.62 ms [2022-04-12 21:02:20 main:574] : INFO : Epoch 1882 | loss: 0.0311285 | val_loss: 0.0311507 | Time: 1121.83 ms [2022-04-12 21:02:21 main:574] : INFO : Epoch 1883 | loss: 0.031129 | val_loss: 0.0311507 | Time: 1058.74 ms [2022-04-12 21:02:22 main:574] : INFO : Epoch 1884 | loss: 0.0311309 | val_loss: 0.0311523 | Time: 1122.71 ms [2022-04-12 21:02:23 main:574] : INFO : Epoch 1885 | loss: 0.0311287 | val_loss: 0.0311521 | Time: 1074.79 ms [2022-04-12 21:02:24 main:574] : INFO : Epoch 1886 | loss: 0.0311258 | val_loss: 0.0311523 | Time: 1105.78 ms [2022-04-12 21:02:25 main:574] : INFO : Epoch 1887 | loss: 0.0311249 | val_loss: 0.0311528 | Time: 1081.89 ms [2022-04-12 21:02:27 main:574] : INFO : Epoch 1888 | loss: 0.0311248 | val_loss: 0.0311534 | Time: 1101.98 ms [2022-04-12 21:02:28 main:574] : INFO : Epoch 1889 | loss: 0.0311257 | val_loss: 0.0311546 | Time: 1098.28 ms [2022-04-12 21:02:29 main:574] : INFO : Epoch 1890 | loss: 0.0311296 | val_loss: 0.0311562 | Time: 1083.12 ms [2022-04-12 21:02:30 main:574] : INFO : Epoch 1891 | loss: 0.0311267 | val_loss: 0.0311566 | Time: 1102.28 ms [2022-04-12 21:02:31 main:574] : INFO : Epoch 1892 | loss: 0.0311241 | val_loss: 0.0311537 | Time: 1080.75 ms [2022-04-12 21:02:32 main:574] : INFO : Epoch 1893 | loss: 0.0311236 | val_loss: 0.0311531 | Time: 1117.75 ms [2022-04-12 21:02:33 main:574] : INFO : Epoch 1894 | loss: 0.0311233 | val_loss: 0.0311566 | Time: 1070.33 ms [2022-04-12 21:02:34 main:574] : INFO : Epoch 1895 | loss: 0.0311212 | val_loss: 0.0311564 | Time: 1126.59 ms [2022-04-12 21:02:35 main:574] : INFO : Epoch 1896 | loss: 0.03112 | val_loss: 0.0311571 | Time: 1075.19 ms [2022-04-12 21:02:37 main:574] : INFO : Epoch 1897 | loss: 0.0311258 | val_loss: 0.0311539 | Time: 1111.54 ms [2022-04-12 21:02:38 main:574] : INFO : Epoch 1898 | loss: 0.0311208 | val_loss: 0.0311567 | Time: 1085.33 ms [2022-04-12 21:02:39 main:574] : INFO : Epoch 1899 | loss: 0.0311182 | val_loss: 0.031154 | Time: 1105.72 ms [2022-04-12 21:02:40 main:574] : INFO : Epoch 1900 | loss: 0.0311175 | val_loss: 0.0311527 | Time: 1099.15 ms [2022-04-12 21:02:41 main:574] : INFO : Epoch 1901 | loss: 0.0311193 | val_loss: 0.0311558 | Time: 1086.84 ms [2022-04-12 21:02:42 main:574] : INFO : Epoch 1902 | loss: 0.0311188 | val_loss: 0.0311576 | Time: 1104.31 ms [2022-04-12 21:02:43 main:574] : INFO : Epoch 1903 | loss: 0.0311188 | val_loss: 0.031156 | Time: 1080.03 ms [2022-04-12 21:02:44 main:574] : INFO : Epoch 1904 | loss: 0.0311172 | val_loss: 0.0311598 | Time: 1118.79 ms [2022-04-12 21:02:45 main:574] : INFO : Epoch 1905 | loss: 0.0311185 | val_loss: 0.0311544 | Time: 1070.1 ms [2022-04-12 21:02:46 main:574] : INFO : Epoch 1906 | loss: 0.0311181 | val_loss: 0.0311597 | Time: 1123.44 ms [2022-04-12 21:02:47 main:574] : INFO : Epoch 1907 | loss: 0.0311219 | val_loss: 0.0311553 | Time: 1077.02 ms [2022-04-12 21:02:49 main:574] : INFO : Epoch 1908 | loss: 0.0311208 | val_loss: 0.0311521 | Time: 1107.18 ms [2022-04-12 21:02:50 main:574] : INFO : Epoch 1909 | loss: 0.0311234 | val_loss: 0.0311535 | Time: 1084.38 ms [2022-04-12 21:02:51 main:574] : INFO : Epoch 1910 | loss: 0.0311229 | val_loss: 0.0311537 | Time: 1096.5 ms [2022-04-12 21:02:52 main:574] : INFO : Epoch 1911 | loss: 0.0311217 | val_loss: 0.0311543 | Time: 1103.49 ms [2022-04-12 21:02:53 main:574] : INFO : Epoch 1912 | loss: 0.0311219 | val_loss: 0.0311568 | Time: 1083.56 ms [2022-04-12 21:02:54 main:574] : INFO : Epoch 1913 | loss: 0.0311222 | val_loss: 0.0311553 | Time: 1107.94 ms [2022-04-12 21:02:55 main:574] : INFO : Epoch 1914 | loss: 0.0311218 | val_loss: 0.0311559 | Time: 1078.36 ms [2022-04-12 21:02:56 main:574] : INFO : Epoch 1915 | loss: 0.0311214 | val_loss: 0.0311524 | Time: 1115.29 ms [2022-04-12 21:02:57 main:574] : INFO : Epoch 1916 | loss: 0.0311224 | val_loss: 0.0311574 | Time: 1072.29 ms [2022-04-12 21:02:59 main:574] : INFO : Epoch 1917 | loss: 0.0311225 | val_loss: 0.0311533 | Time: 1127.01 ms [2022-04-12 21:03:00 main:574] : INFO : Epoch 1918 | loss: 0.0311207 | val_loss: 0.031153 | Time: 1084.25 ms [2022-04-12 21:03:01 main:574] : INFO : Epoch 1919 | loss: 0.0311207 | val_loss: 0.0311488 | Time: 1102.21 ms [2022-04-12 21:03:02 main:574] : INFO : Epoch 1920 | loss: 0.0311191 | val_loss: 0.0311515 | Time: 1092.48 ms [2022-04-12 21:03:03 main:574] : INFO : Epoch 1921 | loss: 0.0311196 | val_loss: 0.0311504 | Time: 1089.4 ms [2022-04-12 21:03:04 main:574] : INFO : Epoch 1922 | loss: 0.0311182 | val_loss: 0.0311519 | Time: 1104.58 ms [2022-04-12 21:03:05 main:574] : INFO : Epoch 1923 | loss: 0.0311164 | val_loss: 0.0311502 | Time: 1078.41 ms [2022-04-12 21:03:06 main:574] : INFO : Epoch 1924 | loss: 0.0311155 | val_loss: 0.0311549 | Time: 1106.05 ms [2022-04-12 21:03:07 main:574] : INFO : Epoch 1925 | loss: 0.0311187 | val_loss: 0.0311543 | Time: 1079.36 ms [2022-04-12 21:03:08 main:574] : INFO : Epoch 1926 | loss: 0.0311179 | val_loss: 0.0311551 | Time: 1116.03 ms [2022-04-12 21:03:10 main:574] : INFO : Epoch 1927 | loss: 0.0311166 | val_loss: 0.0311528 | Time: 1082.09 ms [2022-04-12 21:03:11 main:574] : INFO : Epoch 1928 | loss: 0.0311169 | val_loss: 0.0311513 | Time: 1101.19 ms [2022-04-12 21:03:12 main:574] : INFO : Epoch 1929 | loss: 0.0311167 | val_loss: 0.0311548 | Time: 1084.88 ms [2022-04-12 21:03:13 main:574] : INFO : Epoch 1930 | loss: 0.0311353 | val_loss: 0.0311644 | Time: 1105.2 ms [2022-04-12 21:03:14 main:574] : INFO : Epoch 1931 | loss: 0.0311561 | val_loss: 0.0311606 | Time: 1090.95 ms [2022-04-12 21:03:15 main:574] : INFO : Epoch 1932 | loss: 0.0311512 | val_loss: 0.031156 | Time: 1091.67 ms [2022-04-12 21:03:16 main:574] : INFO : Epoch 1933 | loss: 0.0311496 | val_loss: 0.0311569 | Time: 1104.08 ms [2022-04-12 21:03:17 main:574] : INFO : Epoch 1934 | loss: 0.0311462 | val_loss: 0.0311535 | Time: 1085.71 ms [2022-04-12 21:03:18 main:574] : INFO : Epoch 1935 | loss: 0.0311433 | val_loss: 0.031153 | Time: 1112.95 ms [2022-04-12 21:03:19 main:574] : INFO : Epoch 1936 | loss: 0.0311409 | val_loss: 0.0311522 | Time: 1080.2 ms [2022-04-12 21:03:21 main:574] : INFO : Epoch 1937 | loss: 0.0311401 | val_loss: 0.0311556 | Time: 1118.61 ms [2022-04-12 21:03:22 main:574] : INFO : Epoch 1938 | loss: 0.0311397 | val_loss: 0.0311571 | Time: 1069.93 ms [2022-04-12 21:03:23 main:574] : INFO : Epoch 1939 | loss: 0.0311389 | val_loss: 0.031156 | Time: 1110.84 ms [2022-04-12 21:03:24 main:574] : INFO : Epoch 1940 | loss: 0.0311372 | val_loss: 0.0311557 | Time: 1086.97 ms [2022-04-12 21:03:25 main:574] : INFO : Epoch 1941 | loss: 0.0311361 | val_loss: 0.0311567 | Time: 1107.83 ms [2022-04-12 21:03:26 main:574] : INFO : Epoch 1942 | loss: 0.0311351 | val_loss: 0.0311579 | Time: 1095.78 ms [2022-04-12 21:03:27 main:574] : INFO : Epoch 1943 | loss: 0.0311382 | val_loss: 0.0311614 | Time: 1092.2 ms [2022-04-12 21:03:28 main:574] : INFO : Epoch 1944 | loss: 0.0311362 | val_loss: 0.0311594 | Time: 1098.95 ms [2022-04-12 21:03:29 main:574] : INFO : Epoch 1945 | loss: 0.0311417 | val_loss: 0.0311562 | Time: 1077.24 ms [2022-04-12 21:03:30 main:574] : INFO : Epoch 1946 | loss: 0.0311413 | val_loss: 0.0311575 | Time: 1118.49 ms [2022-04-12 21:03:32 main:574] : INFO : Epoch 1947 | loss: 0.0311399 | val_loss: 0.0311529 | Time: 1066.96 ms [2022-04-12 21:03:33 main:574] : INFO : Epoch 1948 | loss: 0.0311378 | val_loss: 0.0311554 | Time: 1112.31 ms [2022-04-12 21:03:34 main:574] : INFO : Epoch 1949 | loss: 0.0311357 | val_loss: 0.0311551 | Time: 1078.61 ms [2022-04-12 21:03:35 main:574] : INFO : Epoch 1950 | loss: 0.0311346 | val_loss: 0.0311527 | Time: 1109.39 ms [2022-04-12 21:03:36 main:574] : INFO : Epoch 1951 | loss: 0.0311334 | val_loss: 0.0311513 | Time: 1073.84 ms [2022-04-12 21:03:37 main:574] : INFO : Epoch 1952 | loss: 0.0311352 | val_loss: 0.0311533 | Time: 1101.88 ms [2022-04-12 21:03:38 main:574] : INFO : Epoch 1953 | loss: 0.0311353 | val_loss: 0.0311555 | Time: 1089.31 ms [2022-04-12 21:03:39 main:574] : INFO : Epoch 1954 | loss: 0.0311344 | val_loss: 0.0311531 | Time: 1090.14 ms [2022-04-12 21:03:40 main:574] : INFO : Epoch 1955 | loss: 0.0311377 | val_loss: 0.0311557 | Time: 1112.41 ms [2022-04-12 21:03:41 main:574] : INFO : Epoch 1956 | loss: 0.0311363 | val_loss: 0.0311534 | Time: 1081.36 ms [2022-04-12 21:03:43 main:574] : INFO : Epoch 1957 | loss: 0.0311332 | val_loss: 0.0311545 | Time: 1127.33 ms [2022-04-12 21:03:44 main:574] : INFO : Epoch 1958 | loss: 0.0311323 | val_loss: 0.0311534 | Time: 1066.63 ms [2022-04-12 21:03:45 main:574] : INFO : Epoch 1959 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 1123.69 ms [2022-04-12 21:03:46 main:574] : INFO : Epoch 1960 | loss: 0.0311325 | val_loss: 0.0311505 | Time: 1069.25 ms [2022-04-12 21:03:47 main:574] : INFO : Epoch 1961 | loss: 0.0311303 | val_loss: 0.0311496 | Time: 1109.32 ms [2022-04-12 21:03:48 main:574] : INFO : Epoch 1962 | loss: 0.0311298 | val_loss: 0.0311488 | Time: 1078.64 ms [2022-04-12 21:03:49 main:574] : INFO : Epoch 1963 | loss: 0.031129 | val_loss: 0.0311489 | Time: 1115.64 ms [2022-04-12 21:03:50 main:574] : INFO : Epoch 1964 | loss: 0.0311283 | val_loss: 0.0311525 | Time: 1082.39 ms [2022-04-12 21:03:51 main:574] : INFO : Epoch 1965 | loss: 0.0311336 | val_loss: 0.0311492 | Time: 1094.23 ms [2022-04-12 21:03:52 main:574] : INFO : Epoch 1966 | loss: 0.0311333 | val_loss: 0.0311504 | Time: 1094.44 ms [2022-04-12 21:03:54 main:574] : INFO : Epoch 1967 | loss: 0.03113 | val_loss: 0.0311511 | Time: 1082.21 ms [2022-04-12 21:03:55 main:574] : INFO : Epoch 1968 | loss: 0.0311272 | val_loss: 0.0311525 | Time: 1117.63 ms [2022-04-12 21:03:56 main:574] : INFO : Epoch 1969 | loss: 0.0311271 | val_loss: 0.0311492 | Time: 1073.86 ms [2022-04-12 21:03:57 main:574] : INFO : Epoch 1970 | loss: 0.0311291 | val_loss: 0.0311545 | Time: 1121.85 ms [2022-04-12 21:03:58 main:574] : INFO : Epoch 1971 | loss: 0.0311289 | val_loss: 0.0311549 | Time: 1065.98 ms [2022-04-12 21:03:59 main:574] : INFO : Epoch 1972 | loss: 0.0311273 | val_loss: 0.0311568 | Time: 1115.36 ms [2022-04-12 21:04:00 main:574] : INFO : Epoch 1973 | loss: 0.0311267 | val_loss: 0.0311499 | Time: 1073.65 ms [2022-04-12 21:04:01 main:574] : INFO : Epoch 1974 | loss: 0.0311277 | val_loss: 0.0311478 | Time: 1111.61 ms [2022-04-12 21:04:02 main:574] : INFO : Epoch 1975 | loss: 0.0311267 | val_loss: 0.0311499 | Time: 1107.29 ms [2022-04-12 21:04:03 main:574] : INFO : Epoch 1976 | loss: 0.0311253 | val_loss: 0.0311515 | Time: 1100.35 ms [2022-04-12 21:04:05 main:574] : INFO : Epoch 1977 | loss: 0.0311263 | val_loss: 0.0311537 | Time: 1087.93 ms [2022-04-12 21:04:06 main:574] : INFO : Epoch 1978 | loss: 0.0311274 | val_loss: 0.0311525 | Time: 1079.56 ms [2022-04-12 21:04:07 main:574] : INFO : Epoch 1979 | loss: 0.031131 | val_loss: 0.0311524 | Time: 1107.12 ms [2022-04-12 21:04:08 main:574] : INFO : Epoch 1980 | loss: 0.0311331 | val_loss: 0.0311543 | Time: 1070.44 ms [2022-04-12 21:04:09 main:574] : INFO : Epoch 1981 | loss: 0.0311376 | val_loss: 0.0311561 | Time: 1117.15 ms [2022-04-12 21:04:10 main:574] : INFO : Epoch 1982 | loss: 0.0311346 | val_loss: 0.0311567 | Time: 1075.82 ms [2022-04-12 21:04:11 main:574] : INFO : Epoch 1983 | loss: 0.0311332 | val_loss: 0.0311558 | Time: 1102.69 ms [2022-04-12 21:04:12 main:574] : INFO : Epoch 1984 | loss: 0.0311312 | val_loss: 0.0311563 | Time: 1075.74 ms [2022-04-12 21:04:13 main:574] : INFO : Epoch 1985 | loss: 0.0311314 | val_loss: 0.0311518 | Time: 1109.42 ms [2022-04-12 21:04:14 main:574] : INFO : Epoch 1986 | loss: 0.0311298 | val_loss: 0.0311503 | Time: 1088.5 ms [2022-04-12 21:04:16 main:574] : INFO : Epoch 1987 | loss: 0.031127 | val_loss: 0.0311503 | Time: 1090.76 ms [2022-04-12 21:04:17 main:574] : INFO : Epoch 1988 | loss: 0.0311308 | val_loss: 0.0311498 | Time: 1097.56 ms [2022-04-12 21:04:18 main:574] : INFO : Epoch 1989 | loss: 0.0311299 | val_loss: 0.0311549 | Time: 1081.02 ms [2022-04-12 21:04:19 main:574] : INFO : Epoch 1990 | loss: 0.0311319 | val_loss: 0.0311552 | Time: 1120.09 ms [2022-04-12 21:04:20 main:574] : INFO : Epoch 1991 | loss: 0.0311299 | val_loss: 0.031153 | Time: 1065.82 ms [2022-04-12 21:04:21 main:574] : INFO : Epoch 1992 | loss: 0.0311284 | val_loss: 0.0311568 | Time: 1120.54 ms [2022-04-12 21:04:22 main:574] : INFO : Epoch 1993 | loss: 0.0311275 | val_loss: 0.0311541 | Time: 1071.94 ms [2022-04-12 21:04:23 main:574] : INFO : Epoch 1994 | loss: 0.0311288 | val_loss: 0.0311537 | Time: 1143.35 ms [2022-04-12 21:04:24 main:574] : INFO : Epoch 1995 | loss: 0.0311296 | val_loss: 0.0311556 | Time: 1150.45 ms [2022-04-12 21:04:26 main:574] : INFO : Epoch 1996 | loss: 0.0311256 | val_loss: 0.0311574 | Time: 1165.43 ms [2022-04-12 21:04:27 main:574] : INFO : Epoch 1997 | loss: 0.0311247 | val_loss: 0.0311516 | Time: 1106.49 ms [2022-04-12 21:04:28 main:574] : INFO : Epoch 1998 | loss: 0.0311242 | val_loss: 0.0311516 | Time: 1092.47 ms [2022-04-12 21:04:29 main:574] : INFO : Epoch 1999 | loss: 0.0311278 | val_loss: 0.0311587 | Time: 1111.06 ms [2022-04-12 21:04:30 main:574] : INFO : Epoch 2000 | loss: 0.0311305 | val_loss: 0.0311544 | Time: 1078.37 ms [2022-04-12 21:04:31 main:574] : INFO : Epoch 2001 | loss: 0.0311309 | val_loss: 0.0311609 | Time: 1129.38 ms [2022-04-12 21:04:32 main:574] : INFO : Epoch 2002 | loss: 0.031128 | val_loss: 0.0311572 | Time: 1072.93 ms [2022-04-12 21:04:33 main:574] : INFO : Epoch 2003 | loss: 0.0311259 | val_loss: 0.0311541 | Time: 1114.79 ms [2022-04-12 21:04:34 main:574] : INFO : Epoch 2004 | loss: 0.0311244 | val_loss: 0.0311527 | Time: 1080.41 ms [2022-04-12 21:04:36 main:574] : INFO : Epoch 2005 | loss: 0.0311265 | val_loss: 0.0311534 | Time: 1098.56 ms [2022-04-12 21:04:37 main:574] : INFO : Epoch 2006 | loss: 0.0311262 | val_loss: 0.0311584 | Time: 1091.41 ms [2022-04-12 21:04:38 main:574] : INFO : Epoch 2007 | loss: 0.0311282 | val_loss: 0.03115 | Time: 1090.45 ms [2022-04-12 21:04:39 main:574] : INFO : Epoch 2008 | loss: 0.031129 | val_loss: 0.0311507 | Time: 1094.91 ms [2022-04-12 21:04:40 main:574] : INFO : Epoch 2009 | loss: 0.0311283 | val_loss: 0.031153 | Time: 1078.99 ms [2022-04-12 21:04:41 main:574] : INFO : Epoch 2010 | loss: 0.03113 | val_loss: 0.0311522 | Time: 1109.45 ms [2022-04-12 21:04:42 main:574] : INFO : Epoch 2011 | loss: 0.0311289 | val_loss: 0.0311511 | Time: 1076.37 ms [2022-04-12 21:04:43 main:574] : INFO : Epoch 2012 | loss: 0.0311445 | val_loss: 0.0311589 | Time: 1127.84 ms [2022-04-12 21:04:44 main:574] : INFO : Epoch 2013 | loss: 0.0311578 | val_loss: 0.0311607 | Time: 1064.64 ms [2022-04-12 21:04:45 main:574] : INFO : Epoch 2014 | loss: 0.0311523 | val_loss: 0.0311572 | Time: 1110.14 ms [2022-04-12 21:04:47 main:574] : INFO : Epoch 2015 | loss: 0.031145 | val_loss: 0.0311551 | Time: 1075.43 ms [2022-04-12 21:04:48 main:574] : INFO : Epoch 2016 | loss: 0.0311435 | val_loss: 0.0311559 | Time: 1097.47 ms [2022-04-12 21:04:49 main:574] : INFO : Epoch 2017 | loss: 0.0311417 | val_loss: 0.0311561 | Time: 1096.06 ms [2022-04-12 21:04:50 main:574] : INFO : Epoch 2018 | loss: 0.0311429 | val_loss: 0.0311569 | Time: 1098.34 ms [2022-04-12 21:04:51 main:574] : INFO : Epoch 2019 | loss: 0.0311428 | val_loss: 0.0311563 | Time: 1100.4 ms [2022-04-12 21:04:52 main:574] : INFO : Epoch 2020 | loss: 0.0311405 | val_loss: 0.0311606 | Time: 1105.86 ms [2022-04-12 21:04:53 main:574] : INFO : Epoch 2021 | loss: 0.0311401 | val_loss: 0.0311577 | Time: 1118.38 ms [2022-04-12 21:04:54 main:574] : INFO : Epoch 2022 | loss: 0.031139 | val_loss: 0.0311542 | Time: 1078.45 ms [2022-04-12 21:04:55 main:574] : INFO : Epoch 2023 | loss: 0.0311376 | val_loss: 0.0311543 | Time: 1128.96 ms [2022-04-12 21:04:56 main:574] : INFO : Epoch 2024 | loss: 0.0311382 | val_loss: 0.0311564 | Time: 1064.75 ms [2022-04-12 21:04:58 main:574] : INFO : Epoch 2025 | loss: 0.0311371 | val_loss: 0.0311544 | Time: 1116.23 ms [2022-04-12 21:04:59 main:574] : INFO : Epoch 2026 | loss: 0.0311351 | val_loss: 0.031158 | Time: 1080.49 ms [2022-04-12 21:05:00 main:574] : INFO : Epoch 2027 | loss: 0.0311375 | val_loss: 0.0311569 | Time: 1105.18 ms [2022-04-12 21:05:01 main:574] : INFO : Epoch 2028 | loss: 0.0311396 | val_loss: 0.0311538 | Time: 1095.78 ms [2022-04-12 21:05:02 main:574] : INFO : Epoch 2029 | loss: 0.0311365 | val_loss: 0.031155 | Time: 1083.81 ms [2022-04-12 21:05:03 main:574] : INFO : Epoch 2030 | loss: 0.0311371 | val_loss: 0.0311574 | Time: 1104.73 ms [2022-04-12 21:05:04 main:574] : INFO : Epoch 2031 | loss: 0.0311357 | val_loss: 0.0311575 | Time: 1089.36 ms [2022-04-12 21:05:05 main:574] : INFO : Epoch 2032 | loss: 0.0311362 | val_loss: 0.031156 | Time: 1108.27 ms [2022-04-12 21:05:06 main:574] : INFO : Epoch 2033 | loss: 0.0311364 | val_loss: 0.031155 | Time: 1072.34 ms [2022-04-12 21:05:07 main:574] : INFO : Epoch 2034 | loss: 0.0311379 | val_loss: 0.0311553 | Time: 1125.42 ms [2022-04-12 21:05:09 main:574] : INFO : Epoch 2035 | loss: 0.0311366 | val_loss: 0.0311576 | Time: 1066.99 ms [2022-04-12 21:05:10 main:574] : INFO : Epoch 2036 | loss: 0.0311356 | val_loss: 0.0311573 | Time: 1119.91 ms [2022-04-12 21:05:11 main:574] : INFO : Epoch 2037 | loss: 0.0311339 | val_loss: 0.0311562 | Time: 1080.61 ms [2022-04-12 21:05:12 main:574] : INFO : Epoch 2038 | loss: 0.0311348 | val_loss: 0.0311574 | Time: 1106.11 ms [2022-04-12 21:05:13 main:574] : INFO : Epoch 2039 | loss: 0.0311342 | val_loss: 0.0311556 | Time: 1091.5 ms [2022-04-12 21:05:14 main:574] : INFO : Epoch 2040 | loss: 0.0311325 | val_loss: 0.0311536 | Time: 1104.15 ms [2022-04-12 21:05:15 main:574] : INFO : Epoch 2041 | loss: 0.0311328 | val_loss: 0.0311569 | Time: 1109.35 ms [2022-04-12 21:05:16 main:574] : INFO : Epoch 2042 | loss: 0.0311359 | val_loss: 0.0311563 | Time: 1080.63 ms [2022-04-12 21:05:17 main:574] : INFO : Epoch 2043 | loss: 0.0311331 | val_loss: 0.0311596 | Time: 1106.11 ms [2022-04-12 21:05:18 main:574] : INFO : Epoch 2044 | loss: 0.0311321 | val_loss: 0.0311552 | Time: 1074.58 ms [2022-04-12 21:05:20 main:574] : INFO : Epoch 2045 | loss: 0.031132 | val_loss: 0.0311574 | Time: 1115.62 ms [2022-04-12 21:05:21 main:574] : INFO : Epoch 2046 | loss: 0.0311344 | val_loss: 0.0311519 | Time: 1066.09 ms [2022-04-12 21:05:22 main:574] : INFO : Epoch 2047 | loss: 0.0311343 | val_loss: 0.0311551 | Time: 1116.95 ms [2022-04-12 21:05:23 main:574] : INFO : Epoch 2048 | loss: 0.0311326 | val_loss: 0.0311542 | Time: 1079.99 ms [2022-04-12 21:05:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311542 [2022-04-12 21:05:23 main:603] : INFO : Saving end state to config to file [2022-04-12 21:05:23 main:608] : INFO : Success, exiting.. 21:05:23 (27984): 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)