Task 7095569
| Name | ParityModified-1630352876-28926-1_0 |
| Workunit | 4800163 |
| Created | 3 Sep 2021, 19:16:09 UTC |
| Sent | 5 Sep 2021, 7:50:52 UTC |
| Report deadline | 12 Sep 2021, 7:50:52 UTC |
| Received | 5 Sep 2021, 9:35:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13621 |
| Run time | 40 min 9 sec |
| CPU time | 39 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 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: 0.0312146 | val_loss: 0.031214 | Time: 1164.61 ms [2021-09-05 17:25:07 main:574] : INFO : Epoch 1543 | loss: 0.031213 | val_loss: 0.0312191 | Time: 1171.1 ms [2021-09-05 17:25:08 main:574] : INFO : Epoch 1544 | loss: 0.0312147 | val_loss: 0.0312134 | Time: 1164.91 ms [2021-09-05 17:25:09 main:574] : INFO : Epoch 1545 | loss: 0.0312166 | val_loss: 0.0312141 | Time: 1157.5 ms [2021-09-05 17:25:10 main:574] : INFO : Epoch 1546 | loss: 0.0312133 | val_loss: 0.0312134 | Time: 1167.27 ms [2021-09-05 17:25:11 main:574] : INFO : Epoch 1547 | loss: 0.0312129 | val_loss: 0.0312134 | Time: 1166.33 ms [2021-09-05 17:25:12 main:574] : INFO : Epoch 1548 | loss: 0.0312135 | val_loss: 0.0312144 | Time: 1168.29 ms [2021-09-05 17:25:14 main:574] : INFO : Epoch 1549 | loss: 0.0312144 | val_loss: 0.0312194 | Time: 1166.5 ms [2021-09-05 17:25:15 main:574] : INFO : Epoch 1550 | loss: 0.0312171 | val_loss: 0.0312223 | Time: 1167.51 ms [2021-09-05 17:25:16 main:574] : INFO : Epoch 1551 | loss: 0.0312198 | val_loss: 0.0312217 | Time: 1163.54 ms [2021-09-05 17:25:17 main:574] : INFO : Epoch 1552 | loss: 0.031216 | val_loss: 0.0312269 | Time: 1162.2 ms [2021-09-05 17:25:18 main:574] : INFO : Epoch 1553 | loss: 0.0312148 | val_loss: 0.0312149 | Time: 1166.62 ms [2021-09-05 17:25:19 main:574] : INFO : Epoch 1554 | loss: 0.0312125 | val_loss: 0.0312132 | Time: 1163.98 ms [2021-09-05 17:25:21 main:574] : INFO : Epoch 1555 | loss: 0.0312137 | val_loss: 0.0312138 | Time: 1157.66 ms [2021-09-05 17:25:22 main:574] : INFO : Epoch 1556 | loss: 0.0312124 | val_loss: 0.0312145 | Time: 1165.56 ms [2021-09-05 17:25:23 main:574] : INFO : Epoch 1557 | loss: 0.0312126 | val_loss: 0.0312132 | Time: 1157.76 ms [2021-09-05 17:25:24 main:574] : INFO : Epoch 1558 | loss: 0.0312153 | val_loss: 0.0312145 | Time: 1173.27 ms [2021-09-05 17:25:25 main:574] : INFO : Epoch 1559 | loss: 0.0312148 | val_loss: 0.0312165 | Time: 1172.84 ms [2021-09-05 17:25:26 main:574] : INFO : Epoch 1560 | loss: 0.0312133 | val_loss: 0.0312136 | Time: 1164.12 ms [2021-09-05 17:25:28 main:574] : INFO : Epoch 1561 | loss: 0.0312145 | val_loss: 0.0312185 | Time: 1173.31 ms [2021-09-05 17:25:29 main:574] : INFO : Epoch 1562 | loss: 0.031212 | val_loss: 0.0312177 | Time: 1161.05 ms [2021-09-05 17:25:30 main:574] : INFO : Epoch 1563 | loss: 0.0312128 | val_loss: 0.0312131 | Time: 1166.25 ms [2021-09-05 17:25:31 main:574] : INFO : Epoch 1564 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 1169.11 ms [2021-09-05 17:25:32 main:574] : INFO : Epoch 1565 | loss: 0.0312119 | val_loss: 0.0312125 | Time: 1158.36 ms [2021-09-05 17:25:33 main:574] : INFO : Epoch 1566 | loss: 0.0312135 | val_loss: 0.0312138 | Time: 1160.56 ms [2021-09-05 17:25:35 main:574] : INFO : Epoch 1567 | loss: 0.0312149 | val_loss: 0.0312253 | Time: 1165.69 ms [2021-09-05 17:25:36 main:574] : INFO : Epoch 1568 | loss: 0.0312195 | val_loss: 0.031222 | Time: 1165.43 ms [2021-09-05 17:25:37 main:574] : INFO : Epoch 1569 | loss: 0.0312141 | val_loss: 0.031217 | Time: 1156.13 ms [2021-09-05 17:25:38 main:574] : INFO : Epoch 1570 | loss: 0.0312131 | val_loss: 0.0312136 | Time: 1172.03 ms [2021-09-05 17:25:39 main:574] : INFO : Epoch 1571 | loss: 0.031213 | val_loss: 0.031215 | Time: 1168.15 ms [2021-09-05 17:25:41 main:574] : INFO : Epoch 1572 | loss: 0.0312115 | val_loss: 0.0312153 | Time: 1160.84 ms [2021-09-05 17:25:42 main:574] : INFO : Epoch 1573 | loss: 0.0312119 | val_loss: 0.0312124 | Time: 1162.14 ms [2021-09-05 17:25:43 main:574] : INFO : Epoch 1574 | loss: 0.0312113 | val_loss: 0.0312191 | Time: 1178.71 ms [2021-09-05 17:25:44 main:574] : INFO : Epoch 1575 | loss: 0.0312117 | val_loss: 0.0312123 | Time: 1162.68 ms [2021-09-05 17:25:45 main:574] : INFO : Epoch 1576 | loss: 0.0312105 | val_loss: 0.0312149 | Time: 1166.8 ms [2021-09-05 17:25:46 main:574] : INFO : Epoch 1577 | loss: 0.0312118 | val_loss: 0.0312125 | Time: 1171.07 ms [2021-09-05 17:25:48 main:574] : INFO : Epoch 1578 | loss: 0.0312118 | val_loss: 0.0312145 | Time: 1150.16 ms [2021-09-05 17:25:49 main:574] : INFO : Epoch 1579 | loss: 0.0312145 | val_loss: 0.0312178 | Time: 1168.72 ms [2021-09-05 17:25:50 main:574] : INFO : Epoch 1580 | loss: 0.0312117 | val_loss: 0.0312116 | Time: 1170.08 ms [2021-09-05 17:25:51 main:574] : INFO : Epoch 1581 | loss: 0.0312092 | val_loss: 0.0312112 | Time: 1164.43 ms [2021-09-05 17:25:52 main:574] : INFO : Epoch 1582 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 1156.2 ms [2021-09-05 17:25:53 main:574] : INFO : Epoch 1583 | loss: 0.0312105 | val_loss: 0.0312128 | Time: 1162.75 ms [2021-09-05 17:25:55 main:574] : INFO : Epoch 1584 | loss: 0.0312119 | val_loss: 0.0312122 | Time: 1171.36 ms [2021-09-05 17:25:56 main:574] : INFO : Epoch 1585 | loss: 0.0312127 | val_loss: 0.0312128 | Time: 1158.06 ms [2021-09-05 17:25:57 main:574] : INFO : Epoch 1586 | loss: 0.0312097 | val_loss: 0.0312113 | Time: 1156.41 ms [2021-09-05 17:25:58 main:574] : INFO : Epoch 1587 | loss: 0.0312087 | val_loss: 0.0312124 | Time: 1166.48 ms [2021-09-05 17:25:59 main:574] : INFO : Epoch 1588 | loss: 0.0312087 | val_loss: 0.0312117 | Time: 1169.03 ms [2021-09-05 17:26:00 main:574] : INFO : Epoch 1589 | loss: 0.0312115 | val_loss: 0.0312137 | Time: 1168.23 ms [2021-09-05 17:26:02 main:574] : INFO : Epoch 1590 | loss: 0.0312117 | val_loss: 0.0312097 | Time: 1161.82 ms [2021-09-05 17:26:03 main:574] : INFO : Epoch 1591 | loss: 0.0312107 | val_loss: 0.0312217 | Time: 1167.28 ms [2021-09-05 17:26:04 main:574] : INFO : Epoch 1592 | loss: 0.0312104 | val_loss: 0.0312097 | Time: 1158.58 ms [2021-09-05 17:26:05 main:574] : INFO : Epoch 1593 | loss: 0.0312121 | val_loss: 0.031214 | Time: 1165.29 ms [2021-09-05 17:26:06 main:574] : INFO : Epoch 1594 | loss: 0.0312102 | val_loss: 0.0312112 | Time: 1161 ms [2021-09-05 17:26:07 main:574] : INFO : Epoch 1595 | loss: 0.0312102 | val_loss: 0.031214 | Time: 1169.8 ms [2021-09-05 17:26:09 main:574] : INFO : Epoch 1596 | loss: 0.0312087 | val_loss: 0.0312155 | Time: 1166.53 ms [2021-09-05 17:26:10 main:574] : INFO : Epoch 1597 | loss: 0.03121 | val_loss: 0.0312103 | Time: 1165.56 ms [2021-09-05 17:26:11 main:574] : INFO : Epoch 1598 | loss: 0.0312067 | val_loss: 0.0312133 | Time: 1163.03 ms [2021-09-05 17:26:12 main:574] : INFO : Epoch 1599 | loss: 0.0312074 | val_loss: 0.0312102 | Time: 1159.11 ms [2021-09-05 17:26:13 main:574] : INFO : Epoch 1600 | loss: 0.0312084 | val_loss: 0.0312102 | Time: 1174.87 ms [2021-09-05 17:26:14 main:574] : INFO : Epoch 1601 | loss: 0.0312075 | val_loss: 0.0312096 | Time: 1170.25 ms [2021-09-05 17:26:16 main:574] : INFO : Epoch 1602 | loss: 0.0312096 | val_loss: 0.0312141 | Time: 1157.53 ms [2021-09-05 17:26:17 main:574] : INFO : Epoch 1603 | loss: 0.0312083 | val_loss: 0.0312104 | Time: 1158.98 ms [2021-09-05 17:26:18 main:574] : INFO : Epoch 1604 | loss: 0.0312064 | val_loss: 0.0312125 | Time: 1164.22 ms [2021-09-05 17:26:19 main:574] : INFO : Epoch 1605 | loss: 0.0312076 | val_loss: 0.0312163 | Time: 1170.74 ms [2021-09-05 17:26:20 main:574] : INFO : Epoch 1606 | loss: 0.0312082 | val_loss: 0.0312086 | Time: 1159.12 ms [2021-09-05 17:26:21 main:574] : INFO : Epoch 1607 | loss: 0.0312077 | val_loss: 0.0312149 | Time: 1174.69 ms [2021-09-05 17:26:23 main:574] : INFO : Epoch 1608 | loss: 0.0312077 | val_loss: 0.0312088 | Time: 1162.92 ms [2021-09-05 17:26:24 main:574] : INFO : Epoch 1609 | loss: 0.0312075 | val_loss: 0.031212 | Time: 1163.5 ms [2021-09-05 17:26:25 main:574] : INFO : Epoch 1610 | loss: 0.0312067 | val_loss: 0.0312085 | Time: 1164.18 ms [2021-09-05 17:26:26 main:574] : INFO : Epoch 1611 | loss: 0.0312066 | val_loss: 0.0312163 | Time: 1158.85 ms [2021-09-05 17:26:27 main:574] : INFO : Epoch 1612 | loss: 0.031209 | val_loss: 0.03121 | Time: 1165.34 ms [2021-09-05 17:26:29 main:574] : INFO : Epoch 1613 | loss: 0.031207 | val_loss: 0.0312125 | Time: 1176.06 ms [2021-09-05 17:26:30 main:574] : INFO : Epoch 1614 | loss: 0.0312069 | val_loss: 0.0312085 | Time: 1164.39 ms [2021-09-05 17:26:31 main:574] : INFO : Epoch 1615 | loss: 0.031206 | val_loss: 0.0312108 | Time: 1169.25 ms [2021-09-05 17:26:32 main:574] : INFO : Epoch 1616 | loss: 0.0312061 | val_loss: 0.0312167 | Time: 1162.83 ms [2021-09-05 17:26:33 main:574] : INFO : Epoch 1617 | loss: 0.0312112 | val_loss: 0.0312192 | Time: 1159.73 ms [2021-09-05 17:26:34 main:574] : INFO : Epoch 1618 | loss: 0.0312097 | val_loss: 0.0312099 | Time: 1167.7 ms [2021-09-05 17:26:36 main:574] : INFO : Epoch 1619 | loss: 0.0312065 | val_loss: 0.0312108 | Time: 1158.56 ms [2021-09-05 17:26:37 main:574] : INFO : Epoch 1620 | loss: 0.0312082 | val_loss: 0.0312075 | Time: 1169.53 ms [2021-09-05 17:26:38 main:574] : INFO : Epoch 1621 | loss: 0.0312058 | val_loss: 0.0312079 | Time: 1159.56 ms [2021-09-05 17:26:39 main:574] : INFO : Epoch 1622 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 1176.42 ms [2021-09-05 17:26:40 main:574] : INFO : Epoch 1623 | loss: 0.0312047 | val_loss: 0.0312076 | Time: 1166.77 ms [2021-09-05 17:26:41 main:574] : INFO : Epoch 1624 | loss: 0.031206 | val_loss: 0.0312075 | Time: 1155.35 ms [2021-09-05 17:26:43 main:574] : INFO : Epoch 1625 | loss: 0.0312062 | val_loss: 0.0312091 | Time: 1158.91 ms [2021-09-05 17:26:44 main:574] : INFO : Epoch 1626 | loss: 0.0312062 | val_loss: 0.0312106 | Time: 1177.25 ms [2021-09-05 17:26:45 main:574] : INFO : Epoch 1627 | loss: 0.031208 | val_loss: 0.031208 | Time: 1172.99 ms [2021-09-05 17:26:46 main:574] : INFO : Epoch 1628 | loss: 0.0312103 | val_loss: 0.03121 | Time: 1165.04 ms [2021-09-05 17:26:47 main:574] : INFO : Epoch 1629 | loss: 0.0312082 | val_loss: 0.031217 | Time: 1162.21 ms [2021-09-05 17:26:48 main:574] : INFO : Epoch 1630 | loss: 0.0312074 | val_loss: 0.03121 | Time: 1160.95 ms [2021-09-05 17:26:50 main:574] : INFO : Epoch 1631 | loss: 0.0312111 | val_loss: 0.0312086 | Time: 1163.3 ms [2021-09-05 17:26:51 main:574] : INFO : Epoch 1632 | loss: 0.0312098 | val_loss: 0.0312108 | Time: 1160.24 ms [2021-09-05 17:26:52 main:574] : INFO : Epoch 1633 | loss: 0.0312122 | val_loss: 0.0312157 | Time: 1166.24 ms [2021-09-05 17:26:53 main:574] : INFO : Epoch 1634 | loss: 0.0312125 | val_loss: 0.0312156 | Time: 1158.36 ms [2021-09-05 17:26:54 main:574] : INFO : Epoch 1635 | loss: 0.0312066 | val_loss: 0.0312119 | Time: 1157.87 ms [2021-09-05 17:26:55 main:574] : INFO : Epoch 1636 | loss: 0.0312069 | val_loss: 0.0312097 | Time: 1168.1 ms [2021-09-05 17:26:57 main:574] : INFO : Epoch 1637 | loss: 0.0312048 | val_loss: 0.0312086 | Time: 1164.61 ms [2021-09-05 17:26:58 main:574] : INFO : Epoch 1638 | loss: 0.031205 | val_loss: 0.0312084 | Time: 1170.54 ms [2021-09-05 17:26:59 main:574] : INFO : Epoch 1639 | loss: 0.0312068 | val_loss: 0.0312091 | Time: 1162.34 ms [2021-09-05 17:27:00 main:574] : INFO : Epoch 1640 | loss: 0.0312062 | val_loss: 0.0312117 | Time: 1168.63 ms [2021-09-05 17:27:01 main:574] : INFO : Epoch 1641 | loss: 0.0312047 | val_loss: 0.0312086 | Time: 1164.95 ms [2021-09-05 17:27:02 main:574] : INFO : Epoch 1642 | loss: 0.0312051 | val_loss: 0.0312083 | Time: 1159.78 ms [2021-09-05 17:27:04 main:574] : INFO : Epoch 1643 | loss: 0.0312053 | val_loss: 0.0312087 | Time: 1162.36 ms [2021-09-05 17:27:05 main:574] : INFO : Epoch 1644 | loss: 0.0312056 | val_loss: 0.0312104 | Time: 1166.87 ms [2021-09-05 17:27:06 main:574] : INFO : Epoch 1645 | loss: 0.0312051 | val_loss: 0.0312087 | Time: 1163.34 ms [2021-09-05 17:27:07 main:574] : INFO : Epoch 1646 | loss: 0.0312069 | val_loss: 0.0312093 | Time: 1167.35 ms [2021-09-05 17:27:08 main:574] : INFO : Epoch 1647 | loss: 0.0312074 | val_loss: 0.0312138 | Time: 1170.35 ms [2021-09-05 17:27:09 main:574] : INFO : Epoch 1648 | loss: 0.0312086 | val_loss: 0.0312069 | Time: 1165.55 ms [2021-09-05 17:27:11 main:574] : INFO : Epoch 1649 | loss: 0.0312039 | val_loss: 0.0312083 | Time: 1167.55 ms [2021-09-05 17:27:12 main:574] : INFO : Epoch 1650 | loss: 0.0312062 | val_loss: 0.0312096 | Time: 1177.16 ms [2021-09-05 17:27:13 main:574] : INFO : Epoch 1651 | loss: 0.0312049 | val_loss: 0.0312094 | Time: 1174.05 ms [2021-09-05 17:27:14 main:574] : INFO : Epoch 1652 | loss: 0.031204 | val_loss: 0.0312082 | Time: 1173.82 ms [2021-09-05 17:27:15 main:574] : INFO : Epoch 1653 | loss: 0.0312038 | val_loss: 0.0312064 | Time: 1169.92 ms [2021-09-05 17:27:17 main:574] : INFO : Epoch 1654 | loss: 0.0312041 | val_loss: 0.0312242 | Time: 1161.99 ms [2021-09-05 17:27:18 main:574] : INFO : Epoch 1655 | loss: 0.0312143 | val_loss: 0.0312106 | Time: 1170.57 ms [2021-09-05 17:27:19 main:574] : INFO : Epoch 1656 | loss: 0.0312076 | val_loss: 0.0312087 | Time: 1159.06 ms [2021-09-05 17:27:20 main:574] : INFO : Epoch 1657 | loss: 0.0312035 | val_loss: 0.0312089 | Time: 1162.02 ms [2021-09-05 17:27:21 main:574] : INFO : Epoch 1658 | loss: 0.031203 | val_loss: 0.0312091 | Time: 1164.58 ms [2021-09-05 17:27:22 main:574] : INFO : Epoch 1659 | loss: 0.0312029 | val_loss: 0.0312076 | Time: 1164.33 ms [2021-09-05 17:27:24 main:574] : INFO : Epoch 1660 | loss: 0.0312033 | val_loss: 0.0312059 | Time: 1166.64 ms [2021-09-05 17:27:25 main:574] : INFO : Epoch 1661 | loss: 0.0312031 | val_loss: 0.0312079 | Time: 1160.29 ms [2021-09-05 17:27:26 main:574] : INFO : Epoch 1662 | loss: 0.0312042 | val_loss: 0.0312084 | Time: 1150.58 ms [2021-09-05 17:27:27 main:574] : INFO : Epoch 1663 | loss: 0.0312017 | val_loss: 0.0312068 | Time: 1177.3 ms [2021-09-05 17:27:28 main:574] : INFO : Epoch 1664 | loss: 0.0312042 | val_loss: 0.0312089 | Time: 1182.98 ms [2021-09-05 17:27:29 main:574] : INFO : Epoch 1665 | loss: 0.0312061 | val_loss: 0.0312096 | Time: 1163.11 ms [2021-09-05 17:27:31 main:574] : INFO : Epoch 1666 | loss: 0.0312068 | val_loss: 0.0312099 | Time: 1168.08 ms [2021-09-05 17:27:32 main:574] : INFO : Epoch 1667 | loss: 0.0312058 | val_loss: 0.0312178 | Time: 1167.5 ms [2021-09-05 17:27:33 main:574] : INFO : Epoch 1668 | loss: 0.0312032 | val_loss: 0.0312077 | Time: 1170.37 ms [2021-09-05 17:27:34 main:574] : INFO : Epoch 1669 | loss: 0.0312024 | val_loss: 0.0312056 | Time: 1166.62 ms [2021-09-05 17:27:35 main:574] : INFO : Epoch 1670 | loss: 0.0312024 | val_loss: 0.0312082 | Time: 1168.15 ms [2021-09-05 17:27:36 main:574] : INFO : Epoch 1671 | loss: 0.0312048 | val_loss: 0.0312112 | Time: 1159.02 ms [2021-09-05 17:27:38 main:574] : INFO : Epoch 1672 | loss: 0.0312086 | val_loss: 0.0312118 | Time: 1170.22 ms [2021-09-05 17:27:39 main:574] : INFO : Epoch 1673 | loss: 0.031205 | val_loss: 0.0312078 | Time: 1159.81 ms [2021-09-05 17:27:40 main:574] : INFO : Epoch 1674 | loss: 0.0312035 | val_loss: 0.0312064 | Time: 1168.03 ms [2021-09-05 17:27:41 main:574] : INFO : Epoch 1675 | loss: 0.031205 | val_loss: 0.031209 | Time: 1163.87 ms [2021-09-05 17:27:42 main:574] : INFO : Epoch 1676 | loss: 0.031202 | val_loss: 0.0312072 | Time: 1157.9 ms [2021-09-05 17:27:43 main:574] : INFO : Epoch 1677 | loss: 0.0312015 | val_loss: 0.0312063 | Time: 1167.36 ms [2021-09-05 17:27:45 main:574] : INFO : Epoch 1678 | loss: 0.0312041 | val_loss: 0.031209 | Time: 1169.68 ms [2021-09-05 17:27:46 main:574] : INFO : Epoch 1679 | loss: 0.031202 | val_loss: 0.0312063 | Time: 1153.97 ms [2021-09-05 17:27:47 main:574] : INFO : Epoch 1680 | loss: 0.0312038 | val_loss: 0.0312067 | Time: 1163.27 ms [2021-09-05 17:27:48 main:574] : INFO : Epoch 1681 | loss: 0.0312037 | val_loss: 0.0312063 | Time: 1172.26 ms [2021-09-05 17:27:49 main:574] : INFO : Epoch 1682 | loss: 0.031204 | val_loss: 0.0312174 | Time: 1176.14 ms [2021-09-05 17:27:50 main:574] : INFO : Epoch 1683 | loss: 0.0312086 | val_loss: 0.0312138 | Time: 1169.08 ms [2021-09-05 17:27:52 main:574] : INFO : Epoch 1684 | loss: 0.0312087 | val_loss: 0.0312131 | Time: 1166.16 ms [2021-09-05 17:27:53 main:574] : INFO : Epoch 1685 | loss: 0.0312039 | val_loss: 0.0312083 | Time: 1163.59 ms [2021-09-05 17:27:54 main:574] : INFO : Epoch 1686 | loss: 0.0312019 | val_loss: 0.0312054 | Time: 1171.2 ms [2021-09-05 17:27:55 main:574] : INFO : Epoch 1687 | loss: 0.0312017 | val_loss: 0.0312075 | Time: 1167.1 ms [2021-09-05 17:27:56 main:574] : INFO : Epoch 1688 | loss: 0.0312026 | val_loss: 0.0312106 | Time: 1160.61 ms [2021-09-05 17:27:58 main:574] : INFO : Epoch 1689 | loss: 0.0312065 | val_loss: 0.0312126 | Time: 1158.64 ms [2021-09-05 17:27:59 main:574] : INFO : Epoch 1690 | loss: 0.0312039 | val_loss: 0.0312075 | Time: 1157.72 ms [2021-09-05 17:28:00 main:574] : INFO : Epoch 1691 | loss: 0.0312007 | val_loss: 0.0312113 | Time: 1159.03 ms [2021-09-05 17:28:01 main:574] : INFO : Epoch 1692 | loss: 0.0312021 | val_loss: 0.0312094 | Time: 1166.76 ms [2021-09-05 17:28:02 main:574] : INFO : Epoch 1693 | loss: 0.0312036 | val_loss: 0.0312062 | Time: 1162.56 ms [2021-09-05 17:28:03 main:574] : INFO : Epoch 1694 | loss: 0.0312012 | val_loss: 0.0312165 | Time: 1170.97 ms [2021-09-05 17:28:05 main:574] : INFO : Epoch 1695 | loss: 0.0312038 | val_loss: 0.0312072 | Time: 1165.3 ms [2021-09-05 17:28:06 main:574] : INFO : Epoch 1696 | loss: 0.0312024 | val_loss: 0.0312077 | Time: 1164.9 ms [2021-09-05 17:28:07 main:574] : INFO : Epoch 1697 | loss: 0.0312008 | val_loss: 0.0312078 | Time: 1169.99 ms [2021-09-05 17:28:08 main:574] : INFO : Epoch 1698 | loss: 0.0312003 | val_loss: 0.0312156 | Time: 1164.69 ms [2021-09-05 17:28:09 main:574] : INFO : Epoch 1699 | loss: 0.0312048 | val_loss: 0.0312103 | Time: 1164.53 ms [2021-09-05 17:28:10 main:574] : INFO : Epoch 1700 | loss: 0.0312052 | val_loss: 0.031207 | Time: 1157.79 ms [2021-09-05 17:28:12 main:574] : INFO : Epoch 1701 | loss: 0.0312027 | val_loss: 0.0312047 | Time: 1167.48 ms [2021-09-05 17:28:13 main:574] : INFO : Epoch 1702 | loss: 0.031202 | val_loss: 0.0312092 | Time: 1157.06 ms [2021-09-05 17:28:14 main:574] : INFO : Epoch 1703 | loss: 0.0312012 | val_loss: 0.0312064 | Time: 1171.18 ms [2021-09-05 17:28:15 main:574] : INFO : Epoch 1704 | loss: 0.0311997 | val_loss: 0.0312112 | Time: 1163.37 ms [2021-09-05 17:28:16 main:574] : INFO : Epoch 1705 | loss: 0.0312063 | val_loss: 0.0312111 | Time: 1168.79 ms [2021-09-05 17:28:17 main:574] : INFO : Epoch 1706 | loss: 0.0312009 | val_loss: 0.0312058 | Time: 1167.28 ms [2021-09-05 17:28:19 main:574] : INFO : Epoch 1707 | loss: 0.0312001 | val_loss: 0.0312062 | Time: 1162.2 ms [2021-09-05 17:28:20 main:574] : INFO : Epoch 1708 | loss: 0.031202 | val_loss: 0.0312108 | Time: 1162.35 ms [2021-09-05 17:28:21 main:574] : INFO : Epoch 1709 | loss: 0.0312 | val_loss: 0.0312062 | Time: 1159.55 ms [2021-09-05 17:28:22 main:574] : INFO : Epoch 1710 | loss: 0.0312004 | val_loss: 0.0312158 | Time: 1159.39 ms [2021-09-05 17:28:23 main:574] : INFO : Epoch 1711 | loss: 0.0312051 | val_loss: 0.0312101 | Time: 1169.95 ms [2021-09-05 17:28:24 main:574] : INFO : Epoch 1712 | loss: 0.0312046 | val_loss: 0.0312057 | Time: 1161.65 ms [2021-09-05 17:28:26 main:574] : INFO : Epoch 1713 | loss: 0.0312037 | val_loss: 0.031207 | Time: 1163.16 ms [2021-09-05 17:28:27 main:574] : INFO : Epoch 1714 | loss: 0.0312028 | val_loss: 0.031207 | Time: 1156.78 ms [2021-09-05 17:28:28 main:574] : INFO : Epoch 1715 | loss: 0.0312003 | val_loss: 0.0312119 | Time: 1159.69 ms [2021-09-05 17:28:29 main:574] : INFO : Epoch 1716 | loss: 0.0311999 | val_loss: 0.0312057 | Time: 1169.25 ms [2021-09-05 17:28:30 main:574] : INFO : Epoch 1717 | loss: 0.0311988 | val_loss: 0.031215 | Time: 1158.8 ms [2021-09-05 17:28:31 main:574] : INFO : Epoch 1718 | loss: 0.0312016 | val_loss: 0.031207 | Time: 1163.92 ms [2021-09-05 17:28:33 main:574] : INFO : Epoch 1719 | loss: 0.031201 | val_loss: 0.0312056 | Time: 1165.49 ms [2021-09-05 17:28:34 main:574] : INFO : Epoch 1720 | loss: 0.0311995 | val_loss: 0.0312091 | Time: 1166.84 ms [2021-09-05 17:28:35 main:574] : INFO : Epoch 1721 | loss: 0.0311992 | val_loss: 0.0312044 | Time: 1170.16 ms [2021-09-05 17:28:36 main:574] : INFO : Epoch 1722 | loss: 0.0312012 | val_loss: 0.0312068 | Time: 1169.16 ms [2021-09-05 17:28:37 main:574] : INFO : Epoch 1723 | loss: 0.0311995 | val_loss: 0.0312057 | Time: 1170.24 ms [2021-09-05 17:28:38 main:574] : INFO : Epoch 1724 | loss: 0.0311992 | val_loss: 0.0312063 | Time: 1159.57 ms [2021-09-05 17:28:40 main:574] : INFO : Epoch 1725 | loss: 0.0312008 | val_loss: 0.0312102 | Time: 1162.53 ms [2021-09-05 17:28:41 main:574] : INFO : Epoch 1726 | loss: 0.0312042 | val_loss: 0.0312104 | Time: 1164.12 ms [2021-09-05 17:28:42 main:574] : INFO : Epoch 1727 | loss: 0.0311994 | val_loss: 0.0312067 | Time: 1169.43 ms [2021-09-05 17:28:43 main:574] : INFO : Epoch 1728 | loss: 0.0311994 | val_loss: 0.031207 | Time: 1160.71 ms [2021-09-05 17:28:44 main:574] : INFO : Epoch 1729 | loss: 0.0312022 | val_loss: 0.0312115 | Time: 1148.38 ms [2021-09-05 17:28:45 main:574] : INFO : Epoch 1730 | loss: 0.0311999 | val_loss: 0.0312054 | Time: 1165.8 ms [2021-09-05 17:28:47 main:574] : INFO : Epoch 1731 | loss: 0.0312004 | val_loss: 0.0312068 | Time: 1161.14 ms [2021-09-05 17:28:48 main:574] : INFO : Epoch 1732 | loss: 0.0311996 | val_loss: 0.0312096 | Time: 1167.03 ms [2021-09-05 17:28:49 main:574] : INFO : Epoch 1733 | loss: 0.0312001 | val_loss: 0.0312064 | Time: 1175.35 ms [2021-09-05 17:28:50 main:574] : INFO : Epoch 1734 | loss: 0.0311972 | val_loss: 0.0312047 | Time: 1162.38 ms [2021-09-05 17:28:51 main:574] : INFO : Epoch 1735 | loss: 0.0312005 | val_loss: 0.0312066 | Time: 1179.01 ms [2021-09-05 17:28:53 main:574] : INFO : Epoch 1736 | loss: 0.0312017 | val_loss: 0.0312076 | Time: 1173.84 ms [2021-09-05 17:28:54 main:574] : INFO : Epoch 1737 | loss: 0.0311996 | val_loss: 0.0312055 | Time: 1158.93 ms [2021-09-05 17:28:55 main:574] : INFO : Epoch 1738 | loss: 0.0311998 | val_loss: 0.0312083 | Time: 1166.31 ms [2021-09-05 17:28:56 main:574] : INFO : Epoch 1739 | loss: 0.0311999 | val_loss: 0.0312066 | Time: 1155.32 ms [2021-09-05 17:28:57 main:574] : INFO : Epoch 1740 | loss: 0.0312015 | val_loss: 0.0312125 | Time: 1175.02 ms [2021-09-05 17:28:58 main:574] : INFO : Epoch 1741 | loss: 0.031201 | val_loss: 0.0312052 | Time: 1162.79 ms [2021-09-05 17:29:00 main:574] : INFO : Epoch 1742 | loss: 0.0311986 | val_loss: 0.0312064 | Time: 1159.06 ms [2021-09-05 17:29:01 main:574] : INFO : Epoch 1743 | loss: 0.0311967 | val_loss: 0.0312046 | Time: 1163.85 ms [2021-09-05 17:29:02 main:574] : INFO : Epoch 1744 | loss: 0.0311976 | val_loss: 0.0312089 | Time: 1179.54 ms [2021-09-05 17:29:03 main:574] : INFO : Epoch 1745 | loss: 0.0311985 | val_loss: 0.0312064 | Time: 1167.3 ms [2021-09-05 17:29:04 main:574] : INFO : Epoch 1746 | loss: 0.0311977 | val_loss: 0.0312145 | Time: 1162.01 ms [2021-09-05 17:29:05 main:574] : INFO : Epoch 1747 | loss: 0.0312015 | val_loss: 0.0312062 | Time: 1170.53 ms [2021-09-05 17:29:07 main:574] : INFO : Epoch 1748 | loss: 0.0312042 | val_loss: 0.0312062 | Time: 1160.88 ms [2021-09-05 17:29:08 main:574] : INFO : Epoch 1749 | loss: 0.0311991 | val_loss: 0.0312072 | Time: 1163.88 ms [2021-09-05 17:29:09 main:574] : INFO : Epoch 1750 | loss: 0.0311991 | val_loss: 0.0312075 | Time: 1164.97 ms [2021-09-05 17:29:10 main:574] : INFO : Epoch 1751 | loss: 0.0311986 | val_loss: 0.0312156 | Time: 1159.33 ms [2021-09-05 17:29:11 main:574] : INFO : Epoch 1752 | loss: 0.0312042 | val_loss: 0.0312154 | Time: 1175.7 ms [2021-09-05 17:29:12 main:574] : INFO : Epoch 1753 | loss: 0.0312001 | val_loss: 0.0312047 | Time: 1165.9 ms [2021-09-05 17:29:14 main:574] : INFO : Epoch 1754 | loss: 0.0311995 | val_loss: 0.0312137 | Time: 1170.14 ms [2021-09-05 17:29:15 main:574] : INFO : Epoch 1755 | loss: 0.0312014 | val_loss: 0.0312055 | Time: 1157.93 ms [2021-09-05 17:29:16 main:574] : INFO : Epoch 1756 | loss: 0.0311995 | val_loss: 0.0312102 | Time: 1172.68 ms [2021-09-05 17:29:17 main:574] : INFO : Epoch 1757 | loss: 0.0312014 | val_loss: 0.0312073 | Time: 1162.18 ms [2021-09-05 17:29:18 main:574] : INFO : Epoch 1758 | loss: 0.0312018 | val_loss: 0.0312176 | Time: 1169.85 ms [2021-09-05 17:29:19 main:574] : INFO : Epoch 1759 | loss: 0.0312028 | val_loss: 0.0312103 | Time: 1159.71 ms [2021-09-05 17:29:21 main:574] : INFO : Epoch 1760 | loss: 0.0311979 | val_loss: 0.0312087 | Time: 1171.25 ms [2021-09-05 17:29:22 main:574] : INFO : Epoch 1761 | loss: 0.0311977 | val_loss: 0.031207 | Time: 1163.55 ms [2021-09-05 17:29:23 main:574] : INFO : Epoch 1762 | loss: 0.0311966 | val_loss: 0.0312084 | Time: 1168.17 ms [2021-09-05 17:29:24 main:574] : INFO : Epoch 1763 | loss: 0.0311975 | val_loss: 0.0312053 | Time: 1168.57 ms [2021-09-05 17:29:25 main:574] : INFO : Epoch 1764 | loss: 0.0311973 | val_loss: 0.031209 | Time: 1167.71 ms [2021-09-05 17:29:26 main:574] : INFO : Epoch 1765 | loss: 0.0311967 | val_loss: 0.031213 | Time: 1167.55 ms [2021-09-05 17:29:28 main:574] : INFO : Epoch 1766 | loss: 0.0311995 | val_loss: 0.0312071 | Time: 1169.33 ms [2021-09-05 17:29:29 main:574] : INFO : Epoch 1767 | loss: 0.0311976 | val_loss: 0.0312092 | Time: 1162.95 ms [2021-09-05 17:29:30 main:574] : INFO : Epoch 1768 | loss: 0.0311969 | val_loss: 0.0312075 | Time: 1161.05 ms [2021-09-05 17:29:31 main:574] : INFO : Epoch 1769 | loss: 0.0311968 | val_loss: 0.0312088 | Time: 1171.62 ms [2021-09-05 17:29:32 main:574] : INFO : Epoch 1770 | loss: 0.0311992 | val_loss: 0.0312081 | Time: 1163.31 ms [2021-09-05 17:29:34 main:574] : INFO : Epoch 1771 | loss: 0.031198 | val_loss: 0.0312101 | Time: 1159.91 ms [2021-09-05 17:29:35 main:574] : INFO : Epoch 1772 | loss: 0.0311962 | val_loss: 0.0312075 | Time: 1163.05 ms [2021-09-05 17:29:36 main:574] : INFO : Epoch 1773 | loss: 0.0311958 | val_loss: 0.0312064 | Time: 1167.57 ms [2021-09-05 17:29:37 main:574] : INFO : Epoch 1774 | loss: 0.0311959 | val_loss: 0.0312114 | Time: 1160.05 ms [2021-09-05 17:29:38 main:574] : INFO : Epoch 1775 | loss: 0.0311963 | val_loss: 0.0312075 | Time: 1154.73 ms [2021-09-05 17:29:39 main:574] : INFO : Epoch 1776 | loss: 0.0311967 | val_loss: 0.0312112 | Time: 1169.22 ms [2021-09-05 17:29:41 main:574] : INFO : Epoch 1777 | loss: 0.031199 | val_loss: 0.0312095 | Time: 1158.29 ms [2021-09-05 17:29:42 main:574] : INFO : Epoch 1778 | loss: 0.0311996 | val_loss: 0.0312078 | Time: 1168.8 ms [2021-09-05 17:29:43 main:574] : INFO : Epoch 1779 | loss: 0.0311986 | val_loss: 0.0312061 | Time: 1155.86 ms [2021-09-05 17:29:44 main:574] : INFO : Epoch 1780 | loss: 0.0311983 | val_loss: 0.031208 | Time: 1167.84 ms [2021-09-05 17:29:45 main:574] : INFO : Epoch 1781 | loss: 0.031198 | val_loss: 0.0312104 | Time: 1165.25 ms [2021-09-05 17:29:46 main:574] : INFO : Epoch 1782 | loss: 0.0311981 | val_loss: 0.0312061 | Time: 1171.99 ms [2021-09-05 17:29:48 main:574] : INFO : Epoch 1783 | loss: 0.0311966 | val_loss: 0.0312073 | Time: 1159.32 ms [2021-09-05 17:29:49 main:574] : INFO : Epoch 1784 | loss: 0.0311958 | val_loss: 0.0312085 | Time: 1170.75 ms [2021-09-05 17:29:50 main:574] : INFO : Epoch 1785 | loss: 0.0311944 | val_loss: 0.0312071 | Time: 1167.07 ms [2021-09-05 17:29:51 main:574] : INFO : Epoch 1786 | loss: 0.0311954 | val_loss: 0.0312097 | Time: 1157.94 ms [2021-09-05 17:29:52 main:574] : INFO : Epoch 1787 | loss: 0.0311943 | val_loss: 0.0312096 | Time: 1166.1 ms [2021-09-05 17:29:53 main:574] : INFO : Epoch 1788 | loss: 0.0311959 | val_loss: 0.0312105 | Time: 1166.85 ms [2021-09-05 17:29:55 main:574] : INFO : Epoch 1789 | loss: 0.0311955 | val_loss: 0.03121 | Time: 1166.94 ms [2021-09-05 17:29:56 main:574] : INFO : Epoch 1790 | loss: 0.0311943 | val_loss: 0.031206 | Time: 1163.75 ms [2021-09-05 17:29:57 main:574] : INFO : Epoch 1791 | loss: 0.0311949 | val_loss: 0.0312091 | Time: 1171.26 ms [2021-09-05 17:29:58 main:574] : INFO : Epoch 1792 | loss: 0.0311955 | val_loss: 0.0312077 | Time: 1170.46 ms [2021-09-05 17:29:59 main:574] : INFO : Epoch 1793 | loss: 0.0311966 | val_loss: 0.0312071 | Time: 1162.77 ms [2021-09-05 17:30:00 main:574] : INFO : Epoch 1794 | loss: 0.0311974 | val_loss: 0.0312094 | Time: 1161.77 ms [2021-09-05 17:30:02 main:574] : INFO : Epoch 1795 | loss: 0.0311946 | val_loss: 0.0312082 | Time: 1171.93 ms [2021-09-05 17:30:03 main:574] : INFO : Epoch 1796 | loss: 0.0311984 | val_loss: 0.0312225 | Time: 1160.38 ms [2021-09-05 17:30:04 main:574] : INFO : Epoch 1797 | loss: 0.0312019 | val_loss: 0.0312095 | Time: 1161.17 ms [2021-09-05 17:30:05 main:574] : INFO : Epoch 1798 | loss: 0.0311955 | val_loss: 0.031207 | Time: 1168.61 ms [2021-09-05 17:30:06 main:574] : INFO : Epoch 1799 | loss: 0.0311956 | val_loss: 0.0312075 | Time: 1164.32 ms [2021-09-05 17:30:07 main:574] : INFO : Epoch 1800 | loss: 0.0311956 | val_loss: 0.0312101 | Time: 1170.48 ms [2021-09-05 17:30:09 main:574] : INFO : Epoch 1801 | loss: 0.031195 | val_loss: 0.0312067 | Time: 1163.12 ms [2021-09-05 17:30:10 main:574] : INFO : Epoch 1802 | loss: 0.0311943 | val_loss: 0.0312078 | Time: 1167.38 ms [2021-09-05 17:30:11 main:574] : INFO : Epoch 1803 | loss: 0.0311969 | val_loss: 0.0312068 | Time: 1161.37 ms [2021-09-05 17:30:12 main:574] : INFO : Epoch 1804 | loss: 0.0311967 | val_loss: 0.0312163 | Time: 1159.83 ms [2021-09-05 17:30:13 main:574] : INFO : Epoch 1805 | loss: 0.0311979 | val_loss: 0.0312088 | Time: 1169.13 ms [2021-09-05 17:30:14 main:574] : INFO : Epoch 1806 | loss: 0.0311968 | val_loss: 0.0312093 | Time: 1159.62 ms [2021-09-05 17:30:16 main:574] : INFO : Epoch 1807 | loss: 0.0311942 | val_loss: 0.0312082 | Time: 1163.7 ms [2021-09-05 17:30:17 main:574] : INFO : Epoch 1808 | loss: 0.0311968 | val_loss: 0.0312089 | Time: 1165.92 ms [2021-09-05 17:30:18 main:574] : INFO : Epoch 1809 | loss: 0.0311936 | val_loss: 0.0312095 | Time: 1161.3 ms [2021-09-05 17:30:19 main:574] : INFO : Epoch 1810 | loss: 0.031195 | val_loss: 0.0312087 | Time: 1172.91 ms [2021-09-05 17:30:20 main:574] : INFO : Epoch 1811 | loss: 0.0311947 | val_loss: 0.0312091 | Time: 1163.36 ms [2021-09-05 17:30:22 main:574] : INFO : Epoch 1812 | loss: 0.031193 | val_loss: 0.0312079 | Time: 1165.05 ms [2021-09-05 17:30:23 main:574] : INFO : Epoch 1813 | loss: 0.031195 | val_loss: 0.0312133 | Time: 1167.74 ms [2021-09-05 17:30:24 main:574] : INFO : Epoch 1814 | loss: 0.0311961 | val_loss: 0.0312118 | Time: 1167.75 ms [2021-09-05 17:30:25 main:574] : INFO : Epoch 1815 | loss: 0.0311965 | val_loss: 0.0312066 | Time: 1162.76 ms [2021-09-05 17:30:26 main:574] : INFO : Epoch 1816 | loss: 0.0311954 | val_loss: 0.0312064 | Time: 1165.45 ms [2021-09-05 17:30:27 main:574] : INFO : Epoch 1817 | loss: 0.0311958 | val_loss: 0.0312057 | Time: 1173.23 ms [2021-09-05 17:30:29 main:574] : INFO : Epoch 1818 | loss: 0.0311959 | val_loss: 0.03121 | Time: 1160.25 ms [2021-09-05 17:30:30 main:574] : INFO : Epoch 1819 | loss: 0.0311953 | val_loss: 0.0312079 | Time: 1167.94 ms [2021-09-05 17:30:31 main:574] : INFO : Epoch 1820 | loss: 0.0311947 | val_loss: 0.0312071 | Time: 1179.36 ms [2021-09-05 17:30:32 main:574] : INFO : Epoch 1821 | loss: 0.0311963 | val_loss: 0.0312059 | Time: 1163.77 ms [2021-09-05 17:30:33 main:574] : INFO : Epoch 1822 | loss: 0.0311969 | val_loss: 0.0312113 | Time: 1167.6 ms [2021-09-05 17:30:34 main:574] : INFO : Epoch 1823 | loss: 0.0311955 | val_loss: 0.0312073 | Time: 1160.37 ms [2021-09-05 17:30:36 main:574] : INFO : Epoch 1824 | loss: 0.0311974 | val_loss: 0.0312118 | Time: 1162.9 ms [2021-09-05 17:30:37 main:574] : INFO : Epoch 1825 | loss: 0.0311987 | val_loss: 0.0312091 | Time: 1172.9 ms [2021-09-05 17:30:38 main:574] : INFO : Epoch 1826 | loss: 0.0311947 | val_loss: 0.03121 | Time: 1157.07 ms [2021-09-05 17:30:39 main:574] : INFO : Epoch 1827 | loss: 0.0311968 | val_loss: 0.0312102 | Time: 1165.45 ms [2021-09-05 17:30:40 main:574] : INFO : Epoch 1828 | loss: 0.0311941 | val_loss: 0.0312069 | Time: 1158.85 ms [2021-09-05 17:30:41 main:574] : INFO : Epoch 1829 | loss: 0.0311967 | val_loss: 0.0312113 | Time: 1167.82 ms [2021-09-05 17:30:43 main:574] : INFO : Epoch 1830 | loss: 0.0311956 | val_loss: 0.0312149 | Time: 1168.26 ms [2021-09-05 17:30:44 main:574] : INFO : Epoch 1831 | loss: 0.0311966 | val_loss: 0.031208 | Time: 1163.12 ms [2021-09-05 17:30:45 main:574] : INFO : Epoch 1832 | loss: 0.0311972 | val_loss: 0.0312099 | Time: 1164.67 ms [2021-09-05 17:30:46 main:574] : INFO : Epoch 1833 | loss: 0.0311945 | val_loss: 0.0312052 | Time: 1156.68 ms [2021-09-05 17:30:47 main:574] : INFO : Epoch 1834 | loss: 0.0311946 | val_loss: 0.0312101 | Time: 1155.81 ms [2021-09-05 17:30:48 main:574] : INFO : Epoch 1835 | loss: 0.0311993 | val_loss: 0.0312129 | Time: 1158.42 ms [2021-09-05 17:30:50 main:574] : INFO : Epoch 1836 | loss: 0.0311972 | val_loss: 0.0312102 | Time: 1166.19 ms [2021-09-05 17:30:51 main:574] : INFO : Epoch 1837 | loss: 0.0311939 | val_loss: 0.0312101 | Time: 1158.27 ms [2021-09-05 17:30:52 main:574] : INFO : Epoch 1838 | loss: 0.0311945 | val_loss: 0.0312077 | Time: 1160.1 ms [2021-09-05 17:30:53 main:574] : INFO : Epoch 1839 | loss: 0.0311969 | val_loss: 0.0312074 | Time: 1156.53 ms [2021-09-05 17:30:54 main:574] : INFO : Epoch 1840 | loss: 0.0311982 | val_loss: 0.0312078 | Time: 1181.67 ms [2021-09-05 17:30:55 main:574] : INFO : Epoch 1841 | loss: 0.0311944 | val_loss: 0.0312067 | Time: 1165.31 ms [2021-09-05 17:30:57 main:574] : INFO : Epoch 1842 | loss: 0.031194 | val_loss: 0.031211 | Time: 1163.32 ms [2021-09-05 17:30:58 main:574] : INFO : Epoch 1843 | loss: 0.0311967 | val_loss: 0.0312098 | Time: 1165.41 ms [2021-09-05 17:30:59 main:574] : INFO : Epoch 1844 | loss: 0.0311959 | val_loss: 0.0312054 | Time: 1163.37 ms [2021-09-05 17:31:00 main:574] : INFO : Epoch 1845 | loss: 0.0311922 | val_loss: 0.0312058 | Time: 1172.9 ms [2021-09-05 17:31:01 main:574] : INFO : Epoch 1846 | loss: 0.0311925 | val_loss: 0.0312076 | Time: 1169.39 ms [2021-09-05 17:31:03 main:574] : INFO : Epoch 1847 | loss: 0.0311947 | val_loss: 0.0312056 | Time: 1163.57 ms [2021-09-05 17:31:04 main:574] : INFO : Epoch 1848 | loss: 0.031197 | val_loss: 0.0312079 | Time: 1167.11 ms [2021-09-05 17:31:05 main:574] : INFO : Epoch 1849 | loss: 0.0311994 | val_loss: 0.0312094 | Time: 1165.62 ms [2021-09-05 17:31:06 main:574] : INFO : Epoch 1850 | loss: 0.0311971 | val_loss: 0.0312075 | Time: 1169 ms [2021-09-05 17:31:07 main:574] : INFO : Epoch 1851 | loss: 0.0311985 | val_loss: 0.0312161 | Time: 1168.55 ms [2021-09-05 17:31:08 main:574] : INFO : Epoch 1852 | loss: 0.0312002 | val_loss: 0.0312136 | Time: 1171.19 ms [2021-09-05 17:31:10 main:574] : INFO : Epoch 1853 | loss: 0.0311974 | val_loss: 0.0312074 | Time: 1170.62 ms [2021-09-05 17:31:11 main:574] : INFO : Epoch 1854 | loss: 0.0311949 | val_loss: 0.0312081 | Time: 1166.21 ms [2021-09-05 17:31:12 main:574] : INFO : Epoch 1855 | loss: 0.031197 | val_loss: 0.0312152 | Time: 1182.85 ms [2021-09-05 17:31:13 main:574] : INFO : Epoch 1856 | loss: 0.0311948 | val_loss: 0.0312046 | Time: 1166.98 ms [2021-09-05 17:31:14 main:574] : INFO : Epoch 1857 | loss: 0.0311924 | val_loss: 0.0312056 | Time: 1173.66 ms [2021-09-05 17:31:15 main:574] : INFO : Epoch 1858 | loss: 0.0311923 | val_loss: 0.031208 | Time: 1165.23 ms [2021-09-05 17:31:17 main:574] : INFO : Epoch 1859 | loss: 0.0311927 | val_loss: 0.0312109 | Time: 1165.56 ms [2021-09-05 17:31:18 main:574] : INFO : Epoch 1860 | loss: 0.0311956 | val_loss: 0.0312129 | Time: 1172.28 ms [2021-09-05 17:31:19 main:574] : INFO : Epoch 1861 | loss: 0.0312009 | val_loss: 0.031207 | Time: 1166.41 ms [2021-09-05 17:31:20 main:574] : INFO : Epoch 1862 | loss: 0.0312016 | val_loss: 0.031206 | Time: 1164.59 ms [2021-09-05 17:31:21 main:574] : INFO : Epoch 1863 | loss: 0.031193 | val_loss: 0.031208 | Time: 1161.89 ms [2021-09-05 17:31:22 main:574] : INFO : Epoch 1864 | loss: 0.0311911 | val_loss: 0.0312077 | Time: 1167.26 ms [2021-09-05 17:31:24 main:574] : INFO : Epoch 1865 | loss: 0.0311943 | val_loss: 0.0312044 | Time: 1166.05 ms [2021-09-05 17:31:25 main:574] : INFO : Epoch 1866 | loss: 0.0311946 | val_loss: 0.0312131 | Time: 1169.28 ms [2021-09-05 17:31:26 main:574] : INFO : Epoch 1867 | loss: 0.0311955 | val_loss: 0.0312077 | Time: 1165.97 ms [2021-09-05 17:31:27 main:574] : INFO : Epoch 1868 | loss: 0.0311912 | val_loss: 0.031207 | Time: 1162.54 ms [2021-09-05 17:31:28 main:574] : INFO : Epoch 1869 | loss: 0.0311901 | val_loss: 0.0312056 | Time: 1167.43 ms [2021-09-05 17:31:29 main:574] : INFO : Epoch 1870 | loss: 0.0311905 | val_loss: 0.0312053 | Time: 1170.08 ms [2021-09-05 17:31:31 main:574] : INFO : Epoch 1871 | loss: 0.0311948 | val_loss: 0.0312033 | Time: 1166.95 ms [2021-09-05 17:31:32 main:574] : INFO : Epoch 1872 | loss: 0.0311939 | val_loss: 0.0312033 | Time: 1163.78 ms [2021-09-05 17:31:33 main:574] : INFO : Epoch 1873 | loss: 0.0311951 | val_loss: 0.0312022 | Time: 1161.97 ms [2021-09-05 17:31:34 main:574] : INFO : Epoch 1874 | loss: 0.0311947 | val_loss: 0.031202 | Time: 1163.59 ms [2021-09-05 17:31:35 main:574] : INFO : Epoch 1875 | loss: 0.0311938 | val_loss: 0.0312003 | Time: 1164.84 ms [2021-09-05 17:31:37 main:574] : INFO : Epoch 1876 | loss: 0.0311983 | val_loss: 0.0312039 | Time: 1166.24 ms [2021-09-05 17:31:38 main:574] : INFO : Epoch 1877 | loss: 0.0311981 | val_loss: 0.0312037 | Time: 1169.9 ms [2021-09-05 17:31:39 main:574] : INFO : Epoch 1878 | loss: 0.031195 | val_loss: 0.0312085 | Time: 1161.49 ms [2021-09-05 17:31:40 main:574] : INFO : Epoch 1879 | loss: 0.0311968 | val_loss: 0.0312078 | Time: 1167.07 ms [2021-09-05 17:31:41 main:574] : INFO : Epoch 1880 | loss: 0.0311966 | val_loss: 0.0312036 | Time: 1163.05 ms [2021-09-05 17:31:42 main:574] : INFO : Epoch 1881 | loss: 0.0311963 | val_loss: 0.0312034 | Time: 1165.83 ms [2021-09-05 17:31:44 main:574] : INFO : Epoch 1882 | loss: 0.0311936 | val_loss: 0.0312038 | Time: 1162.3 ms [2021-09-05 17:31:45 main:574] : INFO : Epoch 1883 | loss: 0.0311921 | val_loss: 0.031202 | Time: 1168.67 ms [2021-09-05 17:31:46 main:574] : INFO : Epoch 1884 | loss: 0.031194 | val_loss: 0.0312038 | Time: 1163.47 ms [2021-09-05 17:31:47 main:574] : INFO : Epoch 1885 | loss: 0.031194 | val_loss: 0.0312034 | Time: 1165.48 ms [2021-09-05 17:31:48 main:574] : INFO : Epoch 1886 | loss: 0.0311931 | val_loss: 0.0312027 | Time: 1172.59 ms [2021-09-05 17:31:49 main:574] : INFO : Epoch 1887 | loss: 0.0311931 | val_loss: 0.0312015 | Time: 1168.02 ms [2021-09-05 17:31:51 main:574] : INFO : Epoch 1888 | loss: 0.0311921 | val_loss: 0.0312028 | Time: 1163.32 ms [2021-09-05 17:31:52 main:574] : INFO : Epoch 1889 | loss: 0.0311928 | val_loss: 0.0312034 | Time: 1167.2 ms [2021-09-05 17:31:53 main:574] : INFO : Epoch 1890 | loss: 0.0311936 | val_loss: 0.0312038 | Time: 1158.56 ms [2021-09-05 17:31:54 main:574] : INFO : Epoch 1891 | loss: 0.0311957 | val_loss: 0.0312009 | Time: 1166.68 ms [2021-09-05 17:31:55 main:574] : INFO : Epoch 1892 | loss: 0.0311924 | val_loss: 0.0312015 | Time: 1163.33 ms [2021-09-05 17:31:56 main:574] : INFO : Epoch 1893 | loss: 0.0311903 | val_loss: 0.0312025 | Time: 1160.51 ms [2021-09-05 17:31:58 main:574] : INFO : Epoch 1894 | loss: 0.0311896 | val_loss: 0.0312037 | Time: 1164.67 ms [2021-09-05 17:31:59 main:574] : INFO : Epoch 1895 | loss: 0.0311892 | val_loss: 0.0312038 | Time: 1163.36 ms [2021-09-05 17:32:00 main:574] : INFO : Epoch 1896 | loss: 0.0311901 | val_loss: 0.031201 | Time: 1174.66 ms [2021-09-05 17:32:01 main:574] : INFO : Epoch 1897 | loss: 0.0311888 | val_loss: 0.0312033 | Time: 1170.24 ms [2021-09-05 17:32:02 main:574] : INFO : Epoch 1898 | loss: 0.0311891 | val_loss: 0.0312008 | Time: 1165.73 ms [2021-09-05 17:32:03 main:574] : INFO : Epoch 1899 | loss: 0.0311885 | val_loss: 0.0312022 | Time: 1161.8 ms [2021-09-05 17:32:05 main:574] : INFO : Epoch 1900 | loss: 0.0311891 | val_loss: 0.0312134 | Time: 1166.19 ms [2021-09-05 17:32:06 main:574] : INFO : Epoch 1901 | loss: 0.0311903 | val_loss: 0.0312043 | Time: 1159.14 ms [2021-09-05 17:32:07 main:574] : INFO : Epoch 1902 | loss: 0.0311893 | val_loss: 0.0312019 | Time: 1167.97 ms [2021-09-05 17:32:08 main:574] : INFO : Epoch 1903 | loss: 0.0311878 | val_loss: 0.0312076 | Time: 1165.64 ms [2021-09-05 17:32:09 main:574] : INFO : Epoch 1904 | loss: 0.0311892 | val_loss: 0.0312017 | Time: 1169.8 ms [2021-09-05 17:32:10 main:574] : INFO : Epoch 1905 | loss: 0.0311912 | val_loss: 0.0312046 | Time: 1168.78 ms [2021-09-05 17:32:12 main:574] : INFO : Epoch 1906 | loss: 0.0311884 | val_loss: 0.0312123 | Time: 1164.66 ms [2021-09-05 17:32:13 main:574] : INFO : Epoch 1907 | loss: 0.0311909 | val_loss: 0.0311997 | Time: 1169.08 ms [2021-09-05 17:32:14 main:574] : INFO : Epoch 1908 | loss: 0.0311889 | val_loss: 0.0312001 | Time: 1163.27 ms [2021-09-05 17:32:15 main:574] : INFO : Epoch 1909 | loss: 0.0311879 | val_loss: 0.0312006 | Time: 1177.63 ms [2021-09-05 17:32:16 main:574] : INFO : Epoch 1910 | loss: 0.031187 | val_loss: 0.0312047 | Time: 1175.6 ms [2021-09-05 17:32:18 main:574] : INFO : Epoch 1911 | loss: 0.0311857 | val_loss: 0.0312014 | Time: 1171.15 ms [2021-09-05 17:32:19 main:574] : INFO : Epoch 1912 | loss: 0.0311859 | val_loss: 0.031201 | Time: 1167.73 ms [2021-09-05 17:32:20 main:574] : INFO : Epoch 1913 | loss: 0.0311853 | val_loss: 0.0312021 | Time: 1162.94 ms [2021-09-05 17:32:21 main:574] : INFO : Epoch 1914 | loss: 0.031186 | val_loss: 0.0312001 | Time: 1169.15 ms [2021-09-05 17:32:22 main:574] : INFO : Epoch 1915 | loss: 0.0311851 | val_loss: 0.0312026 | Time: 1165.02 ms [2021-09-05 17:32:23 main:574] : INFO : Epoch 1916 | loss: 0.0311866 | val_loss: 0.0312045 | Time: 1173.32 ms [2021-09-05 17:32:25 main:574] : INFO : Epoch 1917 | loss: 0.031186 | val_loss: 0.0312044 | Time: 1179.05 ms [2021-09-05 17:32:26 main:574] : INFO : Epoch 1918 | loss: 0.0311881 | val_loss: 0.0312014 | Time: 1171.81 ms [2021-09-05 17:32:27 main:574] : INFO : Epoch 1919 | loss: 0.0311899 | val_loss: 0.0312054 | Time: 1166.34 ms [2021-09-05 17:32:28 main:574] : INFO : Epoch 1920 | loss: 0.0311856 | val_loss: 0.0312013 | Time: 1168.64 ms [2021-09-05 17:32:29 main:574] : INFO : Epoch 1921 | loss: 0.0311846 | val_loss: 0.0312019 | Time: 1168.53 ms [2021-09-05 17:32:30 main:574] : INFO : Epoch 1922 | loss: 0.0311853 | val_loss: 0.031206 | Time: 1167.89 ms [2021-09-05 17:32:32 main:574] : INFO : Epoch 1923 | loss: 0.0311854 | val_loss: 0.0312003 | Time: 1165.57 ms [2021-09-05 17:32:33 main:574] : INFO : Epoch 1924 | loss: 0.0311846 | val_loss: 0.031202 | Time: 1169.17 ms [2021-09-05 17:32:34 main:574] : INFO : Epoch 1925 | loss: 0.0311857 | val_loss: 0.0312012 | Time: 1174.89 ms [2021-09-05 17:32:35 main:574] : INFO : Epoch 1926 | loss: 0.031186 | val_loss: 0.0312031 | Time: 1166.94 ms [2021-09-05 17:32:36 main:574] : INFO : Epoch 1927 | loss: 0.0311865 | val_loss: 0.0312039 | Time: 1167.25 ms [2021-09-05 17:32:37 main:574] : INFO : Epoch 1928 | loss: 0.0311846 | val_loss: 0.0312004 | Time: 1162.19 ms [2021-09-05 17:32:39 main:574] : INFO : Epoch 1929 | loss: 0.0311843 | val_loss: 0.031205 | Time: 1170.55 ms [2021-09-05 17:32:40 main:574] : INFO : Epoch 1930 | loss: 0.0311844 | val_loss: 0.0312027 | Time: 1168.11 ms [2021-09-05 17:32:41 main:574] : INFO : Epoch 1931 | loss: 0.0311854 | val_loss: 0.0312024 | Time: 1179.38 ms [2021-09-05 17:32:42 main:574] : INFO : Epoch 1932 | loss: 0.0311828 | val_loss: 0.0312072 | Time: 1165.67 ms [2021-09-05 17:32:43 main:574] : INFO : Epoch 1933 | loss: 0.0311851 | val_loss: 0.0312051 | Time: 1167.36 ms [2021-09-05 17:32:45 main:574] : INFO : Epoch 1934 | loss: 0.0311831 | val_loss: 0.0312023 | Time: 1166.7 ms [2021-09-05 17:32:46 main:574] : INFO : Epoch 1935 | loss: 0.0311828 | val_loss: 0.0312029 | Time: 1165.81 ms [2021-09-05 17:32:47 main:574] : INFO : Epoch 1936 | loss: 0.0311824 | val_loss: 0.0312024 | Time: 1170.07 ms [2021-09-05 17:32:48 main:574] : INFO : Epoch 1937 | loss: 0.0311812 | val_loss: 0.0312043 | Time: 1163.06 ms [2021-09-05 17:32:49 main:574] : INFO : Epoch 1938 | loss: 0.0311833 | val_loss: 0.0312035 | Time: 1169.77 ms [2021-09-05 17:32:50 main:574] : INFO : Epoch 1939 | loss: 0.031184 | val_loss: 0.0312023 | Time: 1163.77 ms [2021-09-05 17:32:52 main:574] : INFO : Epoch 1940 | loss: 0.0311862 | val_loss: 0.0312079 | Time: 1167.13 ms [2021-09-05 17:32:53 main:574] : INFO : Epoch 1941 | loss: 0.0311908 | val_loss: 0.0312012 | Time: 1168.68 ms [2021-09-05 17:32:54 main:574] : INFO : Epoch 1942 | loss: 0.031191 | val_loss: 0.0312059 | Time: 1177.45 ms [2021-09-05 17:32:55 main:574] : INFO : Epoch 1943 | loss: 0.0311904 | val_loss: 0.0312 | Time: 1161.81 ms [2021-09-05 17:32:56 main:574] : INFO : Epoch 1944 | loss: 0.0311904 | val_loss: 0.0312039 | Time: 1169.63 ms [2021-09-05 17:32:57 main:574] : INFO : Epoch 1945 | loss: 0.0311881 | val_loss: 0.0311984 | Time: 1198.11 ms [2021-09-05 17:32:59 main:574] : INFO : Epoch 1946 | loss: 0.0311875 | val_loss: 0.0312049 | Time: 1162.75 ms [2021-09-05 17:33:00 main:574] : INFO : Epoch 1947 | loss: 0.0311887 | val_loss: 0.0312005 | Time: 1169.4 ms [2021-09-05 17:33:01 main:574] : INFO : Epoch 1948 | loss: 0.0311844 | val_loss: 0.0311992 | Time: 1169.37 ms [2021-09-05 17:33:02 main:574] : INFO : Epoch 1949 | loss: 0.0311834 | val_loss: 0.0312006 | Time: 1166.78 ms [2021-09-05 17:33:03 main:574] : INFO : Epoch 1950 | loss: 0.0311835 | val_loss: 0.0311996 | Time: 1168.6 ms [2021-09-05 17:33:04 main:574] : INFO : Epoch 1951 | loss: 0.0311852 | val_loss: 0.0312016 | Time: 1164.47 ms [2021-09-05 17:33:06 main:574] : INFO : Epoch 1952 | loss: 0.031185 | val_loss: 0.0312003 | Time: 1174.42 ms [2021-09-05 17:33:07 main:574] : INFO : Epoch 1953 | loss: 0.0311825 | val_loss: 0.0311995 | Time: 1167.38 ms [2021-09-05 17:33:08 main:574] : INFO : Epoch 1954 | loss: 0.0311839 | val_loss: 0.0312043 | Time: 1159.7 ms [2021-09-05 17:33:09 main:574] : INFO : Epoch 1955 | loss: 0.0311857 | val_loss: 0.031206 | Time: 1164.64 ms [2021-09-05 17:33:10 main:574] : INFO : Epoch 1956 | loss: 0.0311856 | val_loss: 0.0312009 | Time: 1164.4 ms [2021-09-05 17:33:12 main:574] : INFO : Epoch 1957 | loss: 0.0311841 | val_loss: 0.0311988 | Time: 1172.79 ms [2021-09-05 17:33:13 main:574] : INFO : Epoch 1958 | loss: 0.0311828 | val_loss: 0.031199 | Time: 1160.51 ms [2021-09-05 17:33:14 main:574] : INFO : Epoch 1959 | loss: 0.0311812 | val_loss: 0.0312014 | Time: 1165.37 ms [2021-09-05 17:33:15 main:574] : INFO : Epoch 1960 | loss: 0.0311826 | val_loss: 0.0312013 | Time: 1167.83 ms [2021-09-05 17:33:16 main:574] : INFO : Epoch 1961 | loss: 0.0311828 | val_loss: 0.0312017 | Time: 1162.41 ms [2021-09-05 17:33:17 main:574] : INFO : Epoch 1962 | loss: 0.0311821 | val_loss: 0.0312004 | Time: 1162.13 ms [2021-09-05 17:33:19 main:574] : INFO : Epoch 1963 | loss: 0.0311826 | val_loss: 0.0312036 | Time: 1174.46 ms [2021-09-05 17:33:20 main:574] : INFO : Epoch 1964 | loss: 0.0311836 | val_loss: 0.0312021 | Time: 1166.65 ms [2021-09-05 17:33:21 main:574] : INFO : Epoch 1965 | loss: 0.0311816 | val_loss: 0.0311996 | Time: 1168.52 ms [2021-09-05 17:33:22 main:574] : INFO : Epoch 1966 | loss: 0.0311808 | val_loss: 0.0312045 | Time: 1163.32 ms [2021-09-05 17:33:23 main:574] : INFO : Epoch 1967 | loss: 0.0311825 | val_loss: 0.0311973 | Time: 1162.82 ms [2021-09-05 17:33:24 main:574] : INFO : Epoch 1968 | loss: 0.0311817 | val_loss: 0.0312022 | Time: 1162.01 ms [2021-09-05 17:33:26 main:574] : INFO : Epoch 1969 | loss: 0.0311836 | val_loss: 0.031205 | Time: 1163.87 ms [2021-09-05 17:33:27 main:574] : INFO : Epoch 1970 | loss: 0.0311836 | val_loss: 0.0312015 | Time: 1162.09 ms [2021-09-05 17:33:28 main:574] : INFO : Epoch 1971 | loss: 0.0311813 | val_loss: 0.0312012 | Time: 1172.52 ms [2021-09-05 17:33:29 main:574] : INFO : Epoch 1972 | loss: 0.0311812 | val_loss: 0.031198 | Time: 1172.79 ms [2021-09-05 17:33:30 main:574] : INFO : Epoch 1973 | loss: 0.0311812 | val_loss: 0.0312 | Time: 1168.15 ms [2021-09-05 17:33:31 main:574] : INFO : Epoch 1974 | loss: 0.0311808 | val_loss: 0.0312025 | Time: 1168.89 ms [2021-09-05 17:33:33 main:574] : INFO : Epoch 1975 | loss: 0.0311807 | val_loss: 0.0311978 | Time: 1171.69 ms [2021-09-05 17:33:34 main:574] : INFO : Epoch 1976 | loss: 0.0311805 | val_loss: 0.0311996 | Time: 1167.13 ms [2021-09-05 17:33:35 main:574] : INFO : Epoch 1977 | loss: 0.0311808 | val_loss: 0.0311997 | Time: 1171.29 ms [2021-09-05 17:33:36 main:574] : INFO : Epoch 1978 | loss: 0.031181 | val_loss: 0.0311985 | Time: 1162.75 ms [2021-09-05 17:33:37 main:574] : INFO : Epoch 1979 | loss: 0.0311801 | val_loss: 0.0312004 | Time: 1164.39 ms [2021-09-05 17:33:38 main:574] : INFO : Epoch 1980 | loss: 0.0311849 | val_loss: 0.0311975 | Time: 1166.77 ms [2021-09-05 17:33:40 main:574] : INFO : Epoch 1981 | loss: 0.0311848 | val_loss: 0.0311961 | Time: 1168.26 ms [2021-09-05 17:33:41 main:574] : INFO : Epoch 1982 | loss: 0.0311836 | val_loss: 0.0311964 | Time: 1162.74 ms [2021-09-05 17:33:42 main:574] : INFO : Epoch 1983 | loss: 0.0311818 | val_loss: 0.031197 | Time: 1155.2 ms [2021-09-05 17:33:43 main:574] : INFO : Epoch 1984 | loss: 0.0311846 | val_loss: 0.0312051 | Time: 1155.46 ms [2021-09-05 17:33:44 main:574] : INFO : Epoch 1985 | loss: 0.0311825 | val_loss: 0.031196 | Time: 1162.11 ms [2021-09-05 17:33:45 main:574] : INFO : Epoch 1986 | loss: 0.0311827 | val_loss: 0.0312012 | Time: 1168.18 ms [2021-09-05 17:33:47 main:574] : INFO : Epoch 1987 | loss: 0.0311875 | val_loss: 0.0312013 | Time: 1172.79 ms [2021-09-05 17:33:48 main:574] : INFO : Epoch 1988 | loss: 0.0311864 | val_loss: 0.0311953 | Time: 1169.01 ms [2021-09-05 17:33:49 main:574] : INFO : Epoch 1989 | loss: 0.0311844 | val_loss: 0.0311991 | Time: 1166.05 ms [2021-09-05 17:33:50 main:574] : INFO : Epoch 1990 | loss: 0.0311881 | val_loss: 0.0312044 | Time: 1166.82 ms [2021-09-05 17:33:51 main:574] : INFO : Epoch 1991 | loss: 0.0311841 | val_loss: 0.0312003 | Time: 1172.58 ms [2021-09-05 17:33:53 main:574] : INFO : Epoch 1992 | loss: 0.0311815 | val_loss: 0.0311963 | Time: 1170.21 ms [2021-09-05 17:33:54 main:574] : INFO : Epoch 1993 | loss: 0.0311803 | val_loss: 0.0311984 | Time: 1170.79 ms [2021-09-05 17:33:55 main:574] : INFO : Epoch 1994 | loss: 0.031179 | val_loss: 0.0311959 | Time: 1160.32 ms [2021-09-05 17:33:56 main:574] : INFO : Epoch 1995 | loss: 0.0311802 | val_loss: 0.0311991 | Time: 1156.44 ms [2021-09-05 17:33:57 main:574] : INFO : Epoch 1996 | loss: 0.031179 | val_loss: 0.0311943 | Time: 1161.66 ms [2021-09-05 17:33:58 main:574] : INFO : Epoch 1997 | loss: 0.0311801 | val_loss: 0.0312014 | Time: 1159.38 ms [2021-09-05 17:34:00 main:574] : INFO : Epoch 1998 | loss: 0.0311796 | val_loss: 0.0311979 | Time: 1164.84 ms [2021-09-05 17:34:01 main:574] : INFO : Epoch 1999 | loss: 0.0311797 | val_loss: 0.0312007 | Time: 1164.03 ms [2021-09-05 17:34:02 main:574] : INFO : Epoch 2000 | loss: 0.0311792 | val_loss: 0.0311962 | Time: 1161.35 ms [2021-09-05 17:34:03 main:574] : INFO : Epoch 2001 | loss: 0.0311803 | val_loss: 0.0311988 | Time: 1166.62 ms [2021-09-05 17:34:04 main:574] : INFO : Epoch 2002 | loss: 0.0311829 | val_loss: 0.0311979 | Time: 1163.04 ms [2021-09-05 17:34:05 main:574] : INFO : Epoch 2003 | loss: 0.0311885 | val_loss: 0.0312085 | Time: 1163.47 ms [2021-09-05 17:34:07 main:574] : INFO : Epoch 2004 | loss: 0.0311829 | val_loss: 0.0312014 | Time: 1175.77 ms [2021-09-05 17:34:08 main:574] : INFO : Epoch 2005 | loss: 0.0311788 | val_loss: 0.0311999 | Time: 1166.94 ms [2021-09-05 17:34:09 main:574] : INFO : Epoch 2006 | loss: 0.0311773 | val_loss: 0.031197 | Time: 1153.61 ms [2021-09-05 17:34:10 main:574] : INFO : Epoch 2007 | loss: 0.0311819 | val_loss: 0.0311964 | Time: 1160.69 ms [2021-09-05 17:34:11 main:574] : INFO : Epoch 2008 | loss: 0.0311788 | val_loss: 0.0311998 | Time: 1160.34 ms [2021-09-05 17:34:12 main:574] : INFO : Epoch 2009 | loss: 0.0311787 | val_loss: 0.0311948 | Time: 1166.26 ms [2021-09-05 17:34:14 main:574] : INFO : Epoch 2010 | loss: 0.0311795 | val_loss: 0.0311998 | Time: 1164.57 ms [2021-09-05 17:34:15 main:574] : INFO : Epoch 2011 | loss: 0.0311796 | val_loss: 0.0311973 | Time: 1164.92 ms [2021-09-05 17:34:16 main:574] : INFO : Epoch 2012 | loss: 0.0311781 | val_loss: 0.0311978 | Time: 1166.14 ms [2021-09-05 17:34:17 main:574] : INFO : Epoch 2013 | loss: 0.0311772 | val_loss: 0.0311968 | Time: 1169.21 ms [2021-09-05 17:34:18 main:574] : INFO : Epoch 2014 | loss: 0.0311798 | val_loss: 0.0312027 | Time: 1166.48 ms [2021-09-05 17:34:19 main:574] : INFO : Epoch 2015 | loss: 0.0311807 | val_loss: 0.0311969 | Time: 1164.79 ms [2021-09-05 17:34:21 main:574] : INFO : Epoch 2016 | loss: 0.0311794 | val_loss: 0.0311964 | Time: 1170.48 ms [2021-09-05 17:34:22 main:574] : INFO : Epoch 2017 | loss: 0.0311783 | val_loss: 0.0311952 | Time: 1164.92 ms [2021-09-05 17:34:23 main:574] : INFO : Epoch 2018 | loss: 0.0311805 | val_loss: 0.0311953 | Time: 1167.72 ms [2021-09-05 17:34:24 main:574] : INFO : Epoch 2019 | loss: 0.0311826 | val_loss: 0.0311951 | Time: 1159.21 ms [2021-09-05 17:34:25 main:574] : INFO : Epoch 2020 | loss: 0.0311809 | val_loss: 0.0311936 | Time: 1159.93 ms [2021-09-05 17:34:26 main:574] : INFO : Epoch 2021 | loss: 0.0311793 | val_loss: 0.0311944 | Time: 1170.43 ms [2021-09-05 17:34:28 main:574] : INFO : Epoch 2022 | loss: 0.0311774 | val_loss: 0.0311943 | Time: 1166.33 ms [2021-09-05 17:34:29 main:574] : INFO : Epoch 2023 | loss: 0.0311782 | val_loss: 0.0311975 | Time: 1162.91 ms [2021-09-05 17:34:30 main:574] : INFO : Epoch 2024 | loss: 0.031179 | val_loss: 0.0311946 | Time: 1166.71 ms [2021-09-05 17:34:31 main:574] : INFO : Epoch 2025 | loss: 0.0311778 | val_loss: 0.0312032 | Time: 1160.87 ms [2021-09-05 17:34:32 main:574] : INFO : Epoch 2026 | loss: 0.0311782 | val_loss: 0.0311939 | Time: 1176.85 ms [2021-09-05 17:34:33 main:574] : INFO : Epoch 2027 | loss: 0.0311774 | val_loss: 0.0311972 | Time: 1165.1 ms [2021-09-05 17:34:35 main:574] : INFO : Epoch 2028 | loss: 0.0311757 | val_loss: 0.0311965 | Time: 1163.43 ms [2021-09-05 17:34:36 main:574] : INFO : Epoch 2029 | loss: 0.0311768 | val_loss: 0.0311951 | Time: 1163.2 ms [2021-09-05 17:34:37 main:574] : INFO : Epoch 2030 | loss: 0.0311752 | val_loss: 0.0311995 | Time: 1153.54 ms [2021-09-05 17:34:38 main:574] : INFO : Epoch 2031 | loss: 0.0311808 | val_loss: 0.0311923 | Time: 1163.95 ms [2021-09-05 17:34:39 main:574] : INFO : Epoch 2032 | loss: 0.0311849 | val_loss: 0.0311938 | Time: 1164.24 ms [2021-09-05 17:34:40 main:574] : INFO : Epoch 2033 | loss: 0.0311847 | val_loss: 0.0311943 | Time: 1164.82 ms [2021-09-05 17:34:42 main:574] : INFO : Epoch 2034 | loss: 0.0311817 | val_loss: 0.0311933 | Time: 1170.88 ms [2021-09-05 17:34:43 main:574] : INFO : Epoch 2035 | loss: 0.0311794 | val_loss: 0.0311939 | Time: 1171.99 ms [2021-09-05 17:34:44 main:574] : INFO : Epoch 2036 | loss: 0.0311784 | val_loss: 0.0311938 | Time: 1162.69 ms [2021-09-05 17:34:45 main:574] : INFO : Epoch 2037 | loss: 0.0311809 | val_loss: 0.0311943 | Time: 1172.91 ms [2021-09-05 17:34:46 main:574] : INFO : Epoch 2038 | loss: 0.0311821 | val_loss: 0.0311944 | Time: 1174.57 ms [2021-09-05 17:34:48 main:574] : INFO : Epoch 2039 | loss: 0.0311792 | val_loss: 0.0311949 | Time: 1168.77 ms [2021-09-05 17:34:49 main:574] : INFO : Epoch 2040 | loss: 0.0311797 | val_loss: 0.0311929 | Time: 1167.18 ms [2021-09-05 17:34:50 main:574] : INFO : Epoch 2041 | loss: 0.0311773 | val_loss: 0.0311925 | Time: 1159.85 ms [2021-09-05 17:34:51 main:574] : INFO : Epoch 2042 | loss: 0.0311777 | val_loss: 0.0311964 | Time: 1171.33 ms [2021-09-05 17:34:52 main:574] : INFO : Epoch 2043 | loss: 0.0311791 | val_loss: 0.0311923 | Time: 1165.33 ms [2021-09-05 17:34:53 main:574] : INFO : Epoch 2044 | loss: 0.0311771 | val_loss: 0.0311932 | Time: 1160.81 ms [2021-09-05 17:34:55 main:574] : INFO : Epoch 2045 | loss: 0.0311786 | val_loss: 0.0312024 | Time: 1170.9 ms [2021-09-05 17:34:56 main:574] : INFO : Epoch 2046 | loss: 0.0311804 | val_loss: 0.0311938 | Time: 1166.46 ms [2021-09-05 17:34:57 main:574] : INFO : Epoch 2047 | loss: 0.0311773 | val_loss: 0.0311933 | Time: 1173.61 ms [2021-09-05 17:34:58 main:574] : INFO : Epoch 2048 | loss: 0.0311771 | val_loss: 0.0311909 | Time: 1166.53 ms [2021-09-05 17:34:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311909 [2021-09-05 17:34:58 main:603] : INFO : Saving end state to config to file [2021-09-05 17:34:58 main:608] : INFO : Success, exiting.. 17:34:58 (12776): 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)