Task 7441969
| Name | ParityModified-1631731030-20566-1_0 |
| Workunit | 5113099 |
| Created | 18 Sep 2021, 17:20:51 UTC |
| Sent | 25 Sep 2021, 15:39:04 UTC |
| Report deadline | 2 Oct 2021, 15:39:04 UTC |
| Received | 25 Sep 2021, 17:12:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 45 min 55 sec |
| CPU time | 41 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Time: 1218.26 ms [2021-09-25 13:01:08 main:574] : INFO : Epoch 1542 | loss: 0.0312224 | val_loss: 0.0312243 | Time: 1174.43 ms [2021-09-25 13:01:09 main:574] : INFO : Epoch 1543 | loss: 0.0312222 | val_loss: 0.0312239 | Time: 1216.78 ms [2021-09-25 13:01:10 main:574] : INFO : Epoch 1544 | loss: 0.0312266 | val_loss: 0.0312245 | Time: 1188.02 ms [2021-09-25 13:01:12 main:574] : INFO : Epoch 1545 | loss: 0.0312227 | val_loss: 0.0312238 | Time: 1174.59 ms [2021-09-25 13:01:13 main:574] : INFO : Epoch 1546 | loss: 0.0312222 | val_loss: 0.0312236 | Time: 1207.8 ms [2021-09-25 13:01:14 main:574] : INFO : Epoch 1547 | loss: 0.0312215 | val_loss: 0.0312231 | Time: 1194.13 ms [2021-09-25 13:01:16 main:574] : INFO : Epoch 1548 | loss: 0.0312208 | val_loss: 0.0312236 | Time: 1181.57 ms [2021-09-25 13:01:17 main:574] : INFO : Epoch 1549 | loss: 0.0312205 | val_loss: 0.0312226 | Time: 1217.35 ms [2021-09-25 13:01:18 main:574] : INFO : Epoch 1550 | loss: 0.0312202 | val_loss: 0.0312226 | Time: 1180.6 ms [2021-09-25 13:01:20 main:574] : INFO : Epoch 1551 | loss: 0.0312201 | val_loss: 0.0312225 | Time: 1180.39 ms [2021-09-25 13:01:21 main:574] : INFO : Epoch 1552 | loss: 0.0312203 | val_loss: 0.031223 | Time: 1209.2 ms [2021-09-25 13:01:22 main:574] : INFO : Epoch 1553 | loss: 0.0312202 | val_loss: 0.0312229 | Time: 1183.42 ms [2021-09-25 13:01:23 main:574] : INFO : Epoch 1554 | loss: 0.0312202 | val_loss: 0.0312232 | Time: 1187.13 ms [2021-09-25 13:01:25 main:574] : INFO : Epoch 1555 | loss: 0.0312196 | val_loss: 0.0312224 | Time: 1212.01 ms [2021-09-25 13:01:26 main:574] : INFO : Epoch 1556 | loss: 0.0312199 | val_loss: 0.0312226 | Time: 1204.73 ms [2021-09-25 13:01:27 main:574] : INFO : Epoch 1557 | loss: 0.03122 | val_loss: 0.0312221 | Time: 1194.59 ms [2021-09-25 13:01:29 main:574] : INFO : Epoch 1558 | loss: 0.0312194 | val_loss: 0.031222 | Time: 1221.23 ms [2021-09-25 13:01:30 main:574] : INFO : Epoch 1559 | loss: 0.0312189 | val_loss: 0.0312226 | Time: 1170.78 ms [2021-09-25 13:01:31 main:574] : INFO : Epoch 1560 | loss: 0.0312195 | val_loss: 0.0312217 | Time: 1191.62 ms [2021-09-25 13:01:33 main:574] : INFO : Epoch 1561 | loss: 0.0312188 | val_loss: 0.0312217 | Time: 1224.9 ms [2021-09-25 13:01:34 main:574] : INFO : Epoch 1562 | loss: 0.0312189 | val_loss: 0.0312214 | Time: 1180.99 ms [2021-09-25 13:01:35 main:574] : INFO : Epoch 1563 | loss: 0.0312185 | val_loss: 0.0312214 | Time: 1201.18 ms [2021-09-25 13:01:37 main:574] : INFO : Epoch 1564 | loss: 0.0312185 | val_loss: 0.0312215 | Time: 1197.07 ms [2021-09-25 13:01:38 main:574] : INFO : Epoch 1565 | loss: 0.0312188 | val_loss: 0.0312213 | Time: 1164.37 ms [2021-09-25 13:01:39 main:574] : INFO : Epoch 1566 | loss: 0.0312182 | val_loss: 0.0312215 | Time: 1215.77 ms [2021-09-25 13:01:40 main:574] : INFO : Epoch 1567 | loss: 0.0312185 | val_loss: 0.031222 | Time: 1202.99 ms [2021-09-25 13:01:42 main:574] : INFO : Epoch 1568 | loss: 0.0312184 | val_loss: 0.0312205 | Time: 1181.82 ms [2021-09-25 13:01:43 main:574] : INFO : Epoch 1569 | loss: 0.0312182 | val_loss: 0.0312206 | Time: 1234.63 ms [2021-09-25 13:01:44 main:574] : INFO : Epoch 1570 | loss: 0.0312175 | val_loss: 0.0312205 | Time: 1188.95 ms [2021-09-25 13:01:46 main:574] : INFO : Epoch 1571 | loss: 0.0312176 | val_loss: 0.03122 | Time: 1187.52 ms [2021-09-25 13:01:47 main:574] : INFO : Epoch 1572 | loss: 0.0312173 | val_loss: 0.03122 | Time: 1210.22 ms [2021-09-25 13:01:48 main:574] : INFO : Epoch 1573 | loss: 0.0312172 | val_loss: 0.0312195 | Time: 1177.02 ms [2021-09-25 13:01:50 main:574] : INFO : Epoch 1574 | loss: 0.0312172 | val_loss: 0.03122 | Time: 1182 ms [2021-09-25 13:01:51 main:574] : INFO : Epoch 1575 | loss: 0.0312169 | val_loss: 0.03122 | Time: 1239.77 ms [2021-09-25 13:01:52 main:574] : INFO : Epoch 1576 | loss: 0.0312168 | val_loss: 0.0312192 | Time: 1210.86 ms [2021-09-25 13:01:53 main:574] : INFO : Epoch 1577 | loss: 0.0312165 | val_loss: 0.0312199 | Time: 1192.54 ms [2021-09-25 13:01:55 main:574] : INFO : Epoch 1578 | loss: 0.0312176 | val_loss: 0.0312188 | Time: 1233.31 ms [2021-09-25 13:01:56 main:574] : INFO : Epoch 1579 | loss: 0.0312165 | val_loss: 0.0312194 | Time: 1175.71 ms [2021-09-25 13:01:57 main:574] : INFO : Epoch 1580 | loss: 0.0312168 | val_loss: 0.0312195 | Time: 1203.53 ms [2021-09-25 13:01:59 main:574] : INFO : Epoch 1581 | loss: 0.0312165 | val_loss: 0.0312183 | Time: 1213.7 ms [2021-09-25 13:02:02 main:574] : INFO : Epoch 1582 | loss: 0.0312163 | val_loss: 0.031219 | Time: 1207.12 ms [2021-09-25 13:02:03 main:574] : INFO : Epoch 1583 | loss: 0.0312164 | val_loss: 0.0312193 | Time: 1222.19 ms [2021-09-25 13:02:04 main:574] : INFO : Epoch 1584 | loss: 0.0312164 | val_loss: 0.0312188 | Time: 1165.99 ms [2021-09-25 13:02:06 main:574] : INFO : Epoch 1585 | loss: 0.0312163 | val_loss: 0.0312182 | Time: 1196.49 ms [2021-09-25 13:02:07 main:574] : INFO : Epoch 1586 | loss: 0.0312158 | val_loss: 0.0312196 | Time: 1200.24 ms [2021-09-25 13:02:08 main:574] : INFO : Epoch 1587 | loss: 0.0312156 | val_loss: 0.0312187 | Time: 1176.61 ms [2021-09-25 13:02:09 main:574] : INFO : Epoch 1588 | loss: 0.0312155 | val_loss: 0.0312179 | Time: 1195.65 ms [2021-09-25 13:02:11 main:574] : INFO : Epoch 1589 | loss: 0.0312149 | val_loss: 0.0312185 | Time: 1190.1 ms [2021-09-25 13:02:12 main:574] : INFO : Epoch 1590 | loss: 0.0312148 | val_loss: 0.0312181 | Time: 1175.92 ms [2021-09-25 13:02:13 main:574] : INFO : Epoch 1591 | loss: 0.0312153 | val_loss: 0.0312183 | Time: 1225.31 ms [2021-09-25 13:02:15 main:574] : INFO : Epoch 1592 | loss: 0.0312147 | val_loss: 0.031219 | Time: 1204.88 ms [2021-09-25 13:02:16 main:574] : INFO : Epoch 1593 | loss: 0.0312148 | val_loss: 0.0312176 | Time: 1175.64 ms [2021-09-25 13:02:17 main:574] : INFO : Epoch 1594 | loss: 0.0312141 | val_loss: 0.0312174 | Time: 1229.12 ms [2021-09-25 13:02:19 main:574] : INFO : Epoch 1595 | loss: 0.0312141 | val_loss: 0.0312175 | Time: 1188.12 ms [2021-09-25 13:02:20 main:574] : INFO : Epoch 1596 | loss: 0.0312143 | val_loss: 0.0312174 | Time: 1186.92 ms [2021-09-25 13:02:21 main:574] : INFO : Epoch 1597 | loss: 0.0312153 | val_loss: 0.0312191 | Time: 1232.05 ms [2021-09-25 13:02:22 main:574] : INFO : Epoch 1598 | loss: 0.0312153 | val_loss: 0.0312175 | Time: 1192.77 ms [2021-09-25 13:02:24 main:574] : INFO : Epoch 1599 | loss: 0.0312137 | val_loss: 0.0312172 | Time: 1181.54 ms [2021-09-25 13:02:25 main:574] : INFO : Epoch 1600 | loss: 0.0312138 | val_loss: 0.0312174 | Time: 1210.23 ms [2021-09-25 13:02:26 main:574] : INFO : Epoch 1601 | loss: 0.0312136 | val_loss: 0.0312171 | Time: 1187.08 ms [2021-09-25 13:02:28 main:574] : INFO : Epoch 1602 | loss: 0.0312139 | val_loss: 0.0312185 | Time: 1189.83 ms [2021-09-25 13:02:29 main:574] : INFO : Epoch 1603 | loss: 0.0312141 | val_loss: 0.031218 | Time: 1214.19 ms [2021-09-25 13:02:30 main:574] : INFO : Epoch 1604 | loss: 0.0312138 | val_loss: 0.0312171 | Time: 1191.03 ms [2021-09-25 13:02:32 main:574] : INFO : Epoch 1605 | loss: 0.0312135 | val_loss: 0.0312173 | Time: 1196.65 ms [2021-09-25 13:02:33 main:574] : INFO : Epoch 1606 | loss: 0.0312139 | val_loss: 0.0312166 | Time: 1231.87 ms [2021-09-25 13:02:34 main:574] : INFO : Epoch 1607 | loss: 0.031213 | val_loss: 0.0312168 | Time: 1172.38 ms [2021-09-25 13:02:36 main:574] : INFO : Epoch 1608 | loss: 0.031213 | val_loss: 0.0312188 | Time: 1219.52 ms [2021-09-25 13:02:37 main:574] : INFO : Epoch 1609 | loss: 0.0312133 | val_loss: 0.0312162 | Time: 1187.29 ms [2021-09-25 13:02:38 main:574] : INFO : Epoch 1610 | loss: 0.0312126 | val_loss: 0.0312163 | Time: 1173.62 ms [2021-09-25 13:02:40 main:574] : INFO : Epoch 1611 | loss: 0.0312136 | val_loss: 0.0312166 | Time: 1218.88 ms [2021-09-25 13:02:41 main:574] : INFO : Epoch 1612 | loss: 0.0312128 | val_loss: 0.0312161 | Time: 1191.02 ms [2021-09-25 13:02:42 main:574] : INFO : Epoch 1613 | loss: 0.031214 | val_loss: 0.0312174 | Time: 1177.49 ms [2021-09-25 13:02:43 main:574] : INFO : Epoch 1614 | loss: 0.0312132 | val_loss: 0.0312152 | Time: 1235.23 ms [2021-09-25 13:02:45 main:574] : INFO : Epoch 1615 | loss: 0.0312135 | val_loss: 0.031217 | Time: 1200.33 ms [2021-09-25 13:02:46 main:574] : INFO : Epoch 1616 | loss: 0.0312146 | val_loss: 0.0312178 | Time: 1193.36 ms [2021-09-25 13:02:47 main:574] : INFO : Epoch 1617 | loss: 0.0312137 | val_loss: 0.0312153 | Time: 1225.96 ms [2021-09-25 13:02:49 main:574] : INFO : Epoch 1618 | loss: 0.0312129 | val_loss: 0.0312154 | Time: 1226.05 ms [2021-09-25 13:02:50 main:574] : INFO : Epoch 1619 | loss: 0.0312116 | val_loss: 0.0312147 | Time: 1190.97 ms [2021-09-25 13:02:51 main:574] : INFO : Epoch 1620 | loss: 0.0312119 | val_loss: 0.0312143 | Time: 1235.05 ms [2021-09-25 13:02:53 main:574] : INFO : Epoch 1621 | loss: 0.031211 | val_loss: 0.0312147 | Time: 1197.29 ms [2021-09-25 13:02:54 main:574] : INFO : Epoch 1622 | loss: 0.0312122 | val_loss: 0.0312139 | Time: 1187.99 ms [2021-09-25 13:02:55 main:574] : INFO : Epoch 1623 | loss: 0.0312104 | val_loss: 0.0312163 | Time: 1222.63 ms [2021-09-25 13:02:57 main:574] : INFO : Epoch 1624 | loss: 0.031211 | val_loss: 0.0312141 | Time: 1178.87 ms [2021-09-25 13:02:58 main:574] : INFO : Epoch 1625 | loss: 0.0312109 | val_loss: 0.0312151 | Time: 1196.39 ms [2021-09-25 13:02:59 main:574] : INFO : Epoch 1626 | loss: 0.0312124 | val_loss: 0.0312139 | Time: 1217.34 ms [2021-09-25 13:03:01 main:574] : INFO : Epoch 1627 | loss: 0.0312108 | val_loss: 0.0312137 | Time: 1171.06 ms [2021-09-25 13:03:02 main:574] : INFO : Epoch 1628 | loss: 0.0312093 | val_loss: 0.0312145 | Time: 1202.71 ms [2021-09-25 13:03:03 main:574] : INFO : Epoch 1629 | loss: 0.0312117 | val_loss: 0.031213 | Time: 1197.34 ms [2021-09-25 13:03:04 main:574] : INFO : Epoch 1630 | loss: 0.0312096 | val_loss: 0.0312156 | Time: 1164.15 ms [2021-09-25 13:03:06 main:574] : INFO : Epoch 1631 | loss: 0.0312099 | val_loss: 0.0312133 | Time: 1215.75 ms [2021-09-25 13:03:07 main:574] : INFO : Epoch 1632 | loss: 0.0312093 | val_loss: 0.0312125 | Time: 1207.73 ms [2021-09-25 13:03:08 main:574] : INFO : Epoch 1633 | loss: 0.031209 | val_loss: 0.0312123 | Time: 1183.51 ms [2021-09-25 13:03:10 main:574] : INFO : Epoch 1634 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 1221.11 ms [2021-09-25 13:03:11 main:574] : INFO : Epoch 1635 | loss: 0.0312095 | val_loss: 0.0312146 | Time: 1183.28 ms [2021-09-25 13:03:12 main:574] : INFO : Epoch 1636 | loss: 0.0312096 | val_loss: 0.0312176 | Time: 1180.67 ms [2021-09-25 13:03:14 main:574] : INFO : Epoch 1637 | loss: 0.03121 | val_loss: 0.0312114 | Time: 1216.54 ms [2021-09-25 13:03:15 main:574] : INFO : Epoch 1638 | loss: 0.0312092 | val_loss: 0.0312114 | Time: 1193.14 ms [2021-09-25 13:03:16 main:574] : INFO : Epoch 1639 | loss: 0.0312082 | val_loss: 0.0312124 | Time: 1195.33 ms [2021-09-25 13:03:17 main:574] : INFO : Epoch 1640 | loss: 0.0312076 | val_loss: 0.0312111 | Time: 1236.74 ms [2021-09-25 13:03:19 main:574] : INFO : Epoch 1641 | loss: 0.0312077 | val_loss: 0.031211 | Time: 1165.91 ms [2021-09-25 13:03:20 main:574] : INFO : Epoch 1642 | loss: 0.0312083 | val_loss: 0.0312098 | Time: 1199.45 ms [2021-09-25 13:03:21 main:574] : INFO : Epoch 1643 | loss: 0.0312059 | val_loss: 0.0312099 | Time: 1215.78 ms [2021-09-25 13:03:23 main:574] : INFO : Epoch 1644 | loss: 0.0312061 | val_loss: 0.0312112 | Time: 1158.84 ms [2021-09-25 13:03:24 main:574] : INFO : Epoch 1645 | loss: 0.0312074 | val_loss: 0.031217 | Time: 1200.64 ms [2021-09-25 13:03:25 main:574] : INFO : Epoch 1646 | loss: 0.0312067 | val_loss: 0.0312089 | Time: 1229.55 ms [2021-09-25 13:03:27 main:574] : INFO : Epoch 1647 | loss: 0.0312058 | val_loss: 0.0312088 | Time: 1174.82 ms [2021-09-25 13:03:28 main:574] : INFO : Epoch 1648 | loss: 0.0312048 | val_loss: 0.0312105 | Time: 1208.8 ms [2021-09-25 13:03:29 main:574] : INFO : Epoch 1649 | loss: 0.0312053 | val_loss: 0.0312088 | Time: 1208.17 ms [2021-09-25 13:03:31 main:574] : INFO : Epoch 1650 | loss: 0.0312048 | val_loss: 0.0312094 | Time: 1164.43 ms [2021-09-25 13:03:32 main:574] : INFO : Epoch 1651 | loss: 0.0312043 | val_loss: 0.031208 | Time: 1207.34 ms [2021-09-25 13:03:33 main:574] : INFO : Epoch 1652 | loss: 0.0312048 | val_loss: 0.0312082 | Time: 1199.55 ms [2021-09-25 13:03:35 main:574] : INFO : Epoch 1653 | loss: 0.0312042 | val_loss: 0.0312089 | Time: 1165.73 ms [2021-09-25 13:03:36 main:574] : INFO : Epoch 1654 | loss: 0.0312048 | val_loss: 0.0312085 | Time: 1205.44 ms [2021-09-25 13:03:37 main:574] : INFO : Epoch 1655 | loss: 0.031204 | val_loss: 0.0312104 | Time: 1198.33 ms [2021-09-25 13:03:39 main:574] : INFO : Epoch 1656 | loss: 0.0312038 | val_loss: 0.0312083 | Time: 1189.33 ms [2021-09-25 13:03:40 main:574] : INFO : Epoch 1657 | loss: 0.0312049 | val_loss: 0.0312212 | Time: 1217.76 ms [2021-09-25 13:03:41 main:574] : INFO : Epoch 1658 | loss: 0.0312095 | val_loss: 0.0312088 | Time: 1214.7 ms [2021-09-25 13:03:43 main:574] : INFO : Epoch 1659 | loss: 0.0312064 | val_loss: 0.0312104 | Time: 1180.47 ms [2021-09-25 13:03:44 main:574] : INFO : Epoch 1660 | loss: 0.031205 | val_loss: 0.0312074 | Time: 1211.1 ms [2021-09-25 13:03:45 main:574] : INFO : Epoch 1661 | loss: 0.0312037 | val_loss: 0.0312107 | Time: 1209.07 ms [2021-09-25 13:03:46 main:574] : INFO : Epoch 1662 | loss: 0.0312028 | val_loss: 0.0312072 | Time: 1185.26 ms [2021-09-25 13:03:48 main:574] : INFO : Epoch 1663 | loss: 0.0312019 | val_loss: 0.0312067 | Time: 1219.1 ms [2021-09-25 13:03:49 main:574] : INFO : Epoch 1664 | loss: 0.0312013 | val_loss: 0.0312077 | Time: 1216.77 ms [2021-09-25 13:03:50 main:574] : INFO : Epoch 1665 | loss: 0.0312016 | val_loss: 0.0312072 | Time: 1186.06 ms [2021-09-25 13:03:52 main:574] : INFO : Epoch 1666 | loss: 0.0312024 | val_loss: 0.0312076 | Time: 1206.18 ms [2021-09-25 13:03:53 main:574] : INFO : Epoch 1667 | loss: 0.0312017 | val_loss: 0.0312069 | Time: 1170.46 ms [2021-09-25 13:03:54 main:574] : INFO : Epoch 1668 | loss: 0.0312004 | val_loss: 0.0312059 | Time: 1196.52 ms [2021-09-25 13:03:55 main:574] : INFO : Epoch 1669 | loss: 0.0312018 | val_loss: 0.0312107 | Time: 1203.82 ms [2021-09-25 13:03:57 main:574] : INFO : Epoch 1670 | loss: 0.0312018 | val_loss: 0.0312076 | Time: 1171.63 ms [2021-09-25 13:03:58 main:574] : INFO : Epoch 1671 | loss: 0.031201 | val_loss: 0.0312048 | Time: 1226.6 ms [2021-09-25 13:03:59 main:574] : INFO : Epoch 1672 | loss: 0.0312011 | val_loss: 0.0312068 | Time: 1265.2 ms [2021-09-25 13:04:01 main:574] : INFO : Epoch 1673 | loss: 0.0312019 | val_loss: 0.0312095 | Time: 1177.39 ms [2021-09-25 13:04:02 main:574] : INFO : Epoch 1674 | loss: 0.0312017 | val_loss: 0.0312069 | Time: 1220.91 ms [2021-09-25 13:04:03 main:574] : INFO : Epoch 1675 | loss: 0.0312019 | val_loss: 0.0312046 | Time: 1208.58 ms [2021-09-25 13:04:05 main:574] : INFO : Epoch 1676 | loss: 0.0311997 | val_loss: 0.0312054 | Time: 1185.83 ms [2021-09-25 13:04:06 main:574] : INFO : Epoch 1677 | loss: 0.0311996 | val_loss: 0.0312059 | Time: 1220.45 ms [2021-09-25 13:04:07 main:574] : INFO : Epoch 1678 | loss: 0.0311991 | val_loss: 0.0312066 | Time: 1194.6 ms [2021-09-25 13:04:08 main:574] : INFO : Epoch 1679 | loss: 0.0311985 | val_loss: 0.0312043 | Time: 1191.03 ms [2021-09-25 13:04:10 main:574] : INFO : Epoch 1680 | loss: 0.0311989 | val_loss: 0.0312041 | Time: 1236.66 ms [2021-09-25 13:04:11 main:574] : INFO : Epoch 1681 | loss: 0.0312 | val_loss: 0.0312081 | Time: 1177.4 ms [2021-09-25 13:04:12 main:574] : INFO : Epoch 1682 | loss: 0.0312002 | val_loss: 0.0312121 | Time: 1200.43 ms [2021-09-25 13:04:14 main:574] : INFO : Epoch 1683 | loss: 0.0312005 | val_loss: 0.0312054 | Time: 1218.93 ms [2021-09-25 13:04:15 main:574] : INFO : Epoch 1684 | loss: 0.0312001 | val_loss: 0.0312127 | Time: 1154.79 ms [2021-09-25 13:04:16 main:574] : INFO : Epoch 1685 | loss: 0.0312012 | val_loss: 0.0312042 | Time: 1211.94 ms [2021-09-25 13:04:18 main:574] : INFO : Epoch 1686 | loss: 0.0312 | val_loss: 0.0312103 | Time: 1200.23 ms [2021-09-25 13:04:19 main:574] : INFO : Epoch 1687 | loss: 0.0311997 | val_loss: 0.0312046 | Time: 1176.41 ms [2021-09-25 13:04:20 main:574] : INFO : Epoch 1688 | loss: 0.0312009 | val_loss: 0.0312074 | Time: 1231.84 ms [2021-09-25 13:04:21 main:574] : INFO : Epoch 1689 | loss: 0.0311988 | val_loss: 0.0312121 | Time: 1200.53 ms [2021-09-25 13:04:23 main:574] : INFO : Epoch 1690 | loss: 0.031199 | val_loss: 0.031205 | Time: 1190.42 ms [2021-09-25 13:04:24 main:574] : INFO : Epoch 1691 | loss: 0.031199 | val_loss: 0.0312137 | Time: 1217.29 ms [2021-09-25 13:04:25 main:574] : INFO : Epoch 1692 | loss: 0.0312003 | val_loss: 0.0312031 | Time: 1202.71 ms [2021-09-25 13:04:27 main:574] : INFO : Epoch 1693 | loss: 0.0312026 | val_loss: 0.0312043 | Time: 1213.81 ms [2021-09-25 13:04:28 main:574] : INFO : Epoch 1694 | loss: 0.0311992 | val_loss: 0.0312096 | Time: 1228.18 ms [2021-09-25 13:04:29 main:574] : INFO : Epoch 1695 | loss: 0.0311994 | val_loss: 0.0312042 | Time: 1197.72 ms [2021-09-25 13:04:31 main:574] : INFO : Epoch 1696 | loss: 0.0311997 | val_loss: 0.0312028 | Time: 1201.9 ms [2021-09-25 13:04:32 main:574] : INFO : Epoch 1697 | loss: 0.0312003 | val_loss: 0.0312096 | Time: 1224.04 ms [2021-09-25 13:04:33 main:574] : INFO : Epoch 1698 | loss: 0.0312014 | val_loss: 0.0312091 | Time: 1201.02 ms [2021-09-25 13:04:35 main:574] : INFO : Epoch 1699 | loss: 0.0311991 | val_loss: 0.0312043 | Time: 1205.2 ms [2021-09-25 13:04:36 main:574] : INFO : Epoch 1700 | loss: 0.0311951 | val_loss: 0.0312026 | Time: 1230.42 ms [2021-09-25 13:04:37 main:574] : INFO : Epoch 1701 | loss: 0.0311957 | val_loss: 0.0312068 | Time: 1173.76 ms [2021-09-25 13:04:39 main:574] : INFO : Epoch 1702 | loss: 0.0311986 | val_loss: 0.0312031 | Time: 1203.1 ms [2021-09-25 13:04:40 main:574] : INFO : Epoch 1703 | loss: 0.0311953 | val_loss: 0.0312055 | Time: 1212.23 ms [2021-09-25 13:04:41 main:574] : INFO : Epoch 1704 | loss: 0.0311945 | val_loss: 0.0312019 | Time: 1163.44 ms [2021-09-25 13:04:42 main:574] : INFO : Epoch 1705 | loss: 0.031195 | val_loss: 0.0312084 | Time: 1215.47 ms [2021-09-25 13:04:44 main:574] : INFO : Epoch 1706 | loss: 0.0311949 | val_loss: 0.0312016 | Time: 1193.71 ms [2021-09-25 13:04:45 main:574] : INFO : Epoch 1707 | loss: 0.031195 | val_loss: 0.0312084 | Time: 1171.18 ms [2021-09-25 13:04:46 main:574] : INFO : Epoch 1708 | loss: 0.0311949 | val_loss: 0.0312008 | Time: 1236.99 ms [2021-09-25 13:04:48 main:574] : INFO : Epoch 1709 | loss: 0.0311951 | val_loss: 0.031203 | Time: 1179.14 ms [2021-09-25 13:04:49 main:574] : INFO : Epoch 1710 | loss: 0.031196 | val_loss: 0.0312032 | Time: 1198.55 ms [2021-09-25 13:04:50 main:574] : INFO : Epoch 1711 | loss: 0.031195 | val_loss: 0.0312033 | Time: 1208.91 ms [2021-09-25 13:04:52 main:574] : INFO : Epoch 1712 | loss: 0.0311945 | val_loss: 0.0312019 | Time: 1191.01 ms [2021-09-25 13:04:53 main:574] : INFO : Epoch 1713 | loss: 0.0311967 | val_loss: 0.0312021 | Time: 1192.09 ms [2021-09-25 13:04:54 main:574] : INFO : Epoch 1714 | loss: 0.0311955 | val_loss: 0.0312109 | Time: 1232.19 ms [2021-09-25 13:04:55 main:574] : INFO : Epoch 1715 | loss: 0.0311952 | val_loss: 0.0312084 | Time: 1164.22 ms [2021-09-25 13:04:57 main:574] : INFO : Epoch 1716 | loss: 0.0311972 | val_loss: 0.0312041 | Time: 1201.88 ms [2021-09-25 13:04:58 main:574] : INFO : Epoch 1717 | loss: 0.0311934 | val_loss: 0.0312031 | Time: 1211.25 ms [2021-09-25 13:04:59 main:574] : INFO : Epoch 1718 | loss: 0.0311928 | val_loss: 0.0312045 | Time: 1169.62 ms [2021-09-25 13:05:01 main:574] : INFO : Epoch 1719 | loss: 0.0311919 | val_loss: 0.031201 | Time: 1213.14 ms [2021-09-25 13:05:02 main:574] : INFO : Epoch 1720 | loss: 0.0311925 | val_loss: 0.0312019 | Time: 1195.36 ms [2021-09-25 13:05:03 main:574] : INFO : Epoch 1721 | loss: 0.0311971 | val_loss: 0.0312043 | Time: 1165.5 ms [2021-09-25 13:05:05 main:574] : INFO : Epoch 1722 | loss: 0.0311925 | val_loss: 0.0312019 | Time: 1216.53 ms [2021-09-25 13:05:06 main:574] : INFO : Epoch 1723 | loss: 0.031193 | val_loss: 0.0312033 | Time: 1193.05 ms [2021-09-25 13:05:07 main:574] : INFO : Epoch 1724 | loss: 0.0311968 | val_loss: 0.031204 | Time: 1188.99 ms [2021-09-25 13:05:08 main:574] : INFO : Epoch 1725 | loss: 0.0311937 | val_loss: 0.0312004 | Time: 1234.54 ms [2021-09-25 13:05:10 main:574] : INFO : Epoch 1726 | loss: 0.0311924 | val_loss: 0.0312009 | Time: 1182.68 ms [2021-09-25 13:05:11 main:574] : INFO : Epoch 1727 | loss: 0.0311913 | val_loss: 0.0312025 | Time: 1205.16 ms [2021-09-25 13:05:12 main:574] : INFO : Epoch 1728 | loss: 0.0311936 | val_loss: 0.0312002 | Time: 1213.88 ms [2021-09-25 13:05:14 main:574] : INFO : Epoch 1729 | loss: 0.0311906 | val_loss: 0.0312094 | Time: 1168.76 ms [2021-09-25 13:05:15 main:574] : INFO : Epoch 1730 | loss: 0.0311925 | val_loss: 0.0312012 | Time: 1193.76 ms [2021-09-25 13:05:16 main:574] : INFO : Epoch 1731 | loss: 0.0311964 | val_loss: 0.0312228 | Time: 1214.7 ms [2021-09-25 13:05:17 main:574] : INFO : Epoch 1732 | loss: 0.0311977 | val_loss: 0.0312009 | Time: 1162.15 ms [2021-09-25 13:05:19 main:574] : INFO : Epoch 1733 | loss: 0.0311901 | val_loss: 0.0312002 | Time: 1210.14 ms [2021-09-25 13:05:20 main:574] : INFO : Epoch 1734 | loss: 0.0311901 | val_loss: 0.0312016 | Time: 1198.7 ms [2021-09-25 13:05:21 main:574] : INFO : Epoch 1735 | loss: 0.0311885 | val_loss: 0.0311994 | Time: 1180.33 ms [2021-09-25 13:05:23 main:574] : INFO : Epoch 1736 | loss: 0.0311874 | val_loss: 0.0312009 | Time: 1240.91 ms [2021-09-25 13:05:24 main:574] : INFO : Epoch 1737 | loss: 0.0311882 | val_loss: 0.0311999 | Time: 1195.7 ms [2021-09-25 13:05:25 main:574] : INFO : Epoch 1738 | loss: 0.0311875 | val_loss: 0.0312041 | Time: 1186.84 ms [2021-09-25 13:05:27 main:574] : INFO : Epoch 1739 | loss: 0.0311904 | val_loss: 0.0312126 | Time: 1232.64 ms [2021-09-25 13:05:28 main:574] : INFO : Epoch 1740 | loss: 0.0311924 | val_loss: 0.0312122 | Time: 1205.61 ms [2021-09-25 13:05:29 main:574] : INFO : Epoch 1741 | loss: 0.0311872 | val_loss: 0.0312002 | Time: 1185.07 ms [2021-09-25 13:05:30 main:574] : INFO : Epoch 1742 | loss: 0.0311874 | val_loss: 0.0312022 | Time: 1209.52 ms [2021-09-25 13:05:32 main:574] : INFO : Epoch 1743 | loss: 0.03119 | val_loss: 0.031211 | Time: 1177.18 ms [2021-09-25 13:05:33 main:574] : INFO : Epoch 1744 | loss: 0.0311904 | val_loss: 0.0312001 | Time: 1195.02 ms [2021-09-25 13:05:34 main:574] : INFO : Epoch 1745 | loss: 0.0311866 | val_loss: 0.0312011 | Time: 1209.19 ms [2021-09-25 13:05:36 main:574] : INFO : Epoch 1746 | loss: 0.0311872 | val_loss: 0.031209 | Time: 1167.42 ms [2021-09-25 13:05:37 main:574] : INFO : Epoch 1747 | loss: 0.031186 | val_loss: 0.0312028 | Time: 1206.75 ms [2021-09-25 13:05:38 main:574] : INFO : Epoch 1748 | loss: 0.0311862 | val_loss: 0.0312036 | Time: 1215.4 ms [2021-09-25 13:05:39 main:574] : INFO : Epoch 1749 | loss: 0.0311863 | val_loss: 0.0312023 | Time: 1174.04 ms [2021-09-25 13:05:41 main:574] : INFO : Epoch 1750 | loss: 0.0311865 | val_loss: 0.0312033 | Time: 1214.13 ms [2021-09-25 13:05:42 main:574] : INFO : Epoch 1751 | loss: 0.0311868 | val_loss: 0.0312178 | Time: 1192.46 ms [2021-09-25 13:05:44 main:574] : INFO : Epoch 1752 | loss: 0.0311923 | val_loss: 0.0312098 | Time: 1179.86 ms [2021-09-25 13:05:45 main:574] : INFO : Epoch 1753 | loss: 0.0311877 | val_loss: 0.0312058 | Time: 1214.71 ms [2021-09-25 13:05:46 main:574] : INFO : Epoch 1754 | loss: 0.031184 | val_loss: 0.0311996 | Time: 1179.35 ms [2021-09-25 13:05:47 main:574] : INFO : Epoch 1755 | loss: 0.0311852 | val_loss: 0.031204 | Time: 1183.18 ms [2021-09-25 13:05:49 main:574] : INFO : Epoch 1756 | loss: 0.0311845 | val_loss: 0.0313381 | Time: 1229.44 ms [2021-09-25 13:05:50 main:574] : INFO : Epoch 1757 | loss: 0.0311845 | val_loss: 0.0312031 | Time: 1234.93 ms [2021-09-25 13:05:51 main:574] : INFO : Epoch 1758 | loss: 0.0311871 | val_loss: 0.0312171 | Time: 1184.98 ms [2021-09-25 13:05:53 main:574] : INFO : Epoch 1759 | loss: 0.0311932 | val_loss: 0.031209 | Time: 1231.56 ms [2021-09-25 13:05:54 main:574] : INFO : Epoch 1760 | loss: 0.0311873 | val_loss: 0.0312048 | Time: 1168.54 ms [2021-09-25 13:05:55 main:574] : INFO : Epoch 1761 | loss: 0.031187 | val_loss: 0.0312116 | Time: 1205.88 ms [2021-09-25 13:05:57 main:574] : INFO : Epoch 1762 | loss: 0.0311852 | val_loss: 0.0312034 | Time: 1234.21 ms [2021-09-25 13:05:58 main:574] : INFO : Epoch 1763 | loss: 0.0311814 | val_loss: 0.0312054 | Time: 1162.71 ms [2021-09-25 13:05:59 main:574] : INFO : Epoch 1764 | loss: 0.031184 | val_loss: 0.0312018 | Time: 1219.53 ms [2021-09-25 13:06:00 main:574] : INFO : Epoch 1765 | loss: 0.0311828 | val_loss: 0.0312887 | Time: 1213.99 ms [2021-09-25 13:06:02 main:574] : INFO : Epoch 1766 | loss: 0.0311831 | val_loss: 0.0312071 | Time: 1168.12 ms [2021-09-25 13:06:03 main:574] : INFO : Epoch 1767 | loss: 0.0311931 | val_loss: 0.031212 | Time: 1229.53 ms [2021-09-25 13:06:04 main:574] : INFO : Epoch 1768 | loss: 0.0311893 | val_loss: 0.0312125 | Time: 1178.5 ms [2021-09-25 13:06:06 main:574] : INFO : Epoch 1769 | loss: 0.0311876 | val_loss: 0.031206 | Time: 1186.88 ms [2021-09-25 13:06:07 main:574] : INFO : Epoch 1770 | loss: 0.0311815 | val_loss: 0.031204 | Time: 1220.2 ms [2021-09-25 13:06:08 main:574] : INFO : Epoch 1771 | loss: 0.0311817 | val_loss: 0.0312003 | Time: 1188.68 ms [2021-09-25 13:06:09 main:574] : INFO : Epoch 1772 | loss: 0.0311809 | val_loss: 0.0312059 | Time: 1196.59 ms [2021-09-25 13:06:11 main:574] : INFO : Epoch 1773 | loss: 0.0311817 | val_loss: 0.0312149 | Time: 1205.68 ms [2021-09-25 13:06:12 main:574] : INFO : Epoch 1774 | loss: 0.0311848 | val_loss: 0.0312015 | Time: 1177.65 ms [2021-09-25 13:06:13 main:574] : INFO : Epoch 1775 | loss: 0.0311823 | val_loss: 0.0312025 | Time: 1204.73 ms [2021-09-25 13:06:15 main:574] : INFO : Epoch 1776 | loss: 0.0311808 | val_loss: 0.0314459 | Time: 1228.42 ms [2021-09-25 13:06:16 main:574] : INFO : Epoch 1777 | loss: 0.0311798 | val_loss: 0.0312007 | Time: 1179.05 ms [2021-09-25 13:06:17 main:574] : INFO : Epoch 1778 | loss: 0.0311797 | val_loss: 0.0312129 | Time: 1199.07 ms [2021-09-25 13:06:19 main:574] : INFO : Epoch 1779 | loss: 0.0311817 | val_loss: 0.0312062 | Time: 1212.58 ms [2021-09-25 13:06:20 main:574] : INFO : Epoch 1780 | loss: 0.0311805 | val_loss: 0.0312026 | Time: 1181.8 ms [2021-09-25 13:06:21 main:574] : INFO : Epoch 1781 | loss: 0.0311821 | val_loss: 0.03121 | Time: 1215.1 ms [2021-09-25 13:06:22 main:574] : INFO : Epoch 1782 | loss: 0.0311818 | val_loss: 0.0312121 | Time: 1204.14 ms [2021-09-25 13:06:24 main:574] : INFO : Epoch 1783 | loss: 0.0311849 | val_loss: 0.0312065 | Time: 1191.22 ms [2021-09-25 13:06:25 main:574] : INFO : Epoch 1784 | loss: 0.0311792 | val_loss: 0.031202 | Time: 1220.75 ms [2021-09-25 13:06:26 main:574] : INFO : Epoch 1785 | loss: 0.0311818 | val_loss: 0.0312034 | Time: 1197.64 ms [2021-09-25 13:06:28 main:574] : INFO : Epoch 1786 | loss: 0.0311886 | val_loss: 0.0312203 | Time: 1200.91 ms [2021-09-25 13:06:29 main:574] : INFO : Epoch 1787 | loss: 0.031263 | val_loss: 0.0312654 | Time: 1242.64 ms [2021-09-25 13:06:30 main:574] : INFO : Epoch 1788 | loss: 0.0312585 | val_loss: 0.031254 | Time: 1180.23 ms [2021-09-25 13:06:32 main:574] : INFO : Epoch 1789 | loss: 0.0312522 | val_loss: 0.0312515 | Time: 1206.01 ms [2021-09-25 13:06:33 main:574] : INFO : Epoch 1790 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1203 ms [2021-09-25 13:06:34 main:574] : INFO : Epoch 1791 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1174.04 ms [2021-09-25 13:06:35 main:574] : INFO : Epoch 1792 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1196.03 ms [2021-09-25 13:06:37 main:574] : INFO : Epoch 1793 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1207.67 ms [2021-09-25 13:06:38 main:574] : INFO : Epoch 1794 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1173.17 ms [2021-09-25 13:06:39 main:574] : INFO : Epoch 1795 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1212.4 ms [2021-09-25 13:06:41 main:574] : INFO : Epoch 1796 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1193.58 ms [2021-09-25 13:06:42 main:574] : INFO : Epoch 1797 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1176.8 ms [2021-09-25 13:06:43 main:574] : INFO : Epoch 1798 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1217.82 ms [2021-09-25 13:06:45 main:574] : INFO : Epoch 1799 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1201.42 ms [2021-09-25 13:06:46 main:574] : INFO : Epoch 1800 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1184.76 ms [2021-09-25 13:06:47 main:574] : INFO : Epoch 1801 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1222.69 ms [2021-09-25 13:06:48 main:574] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1177.33 ms [2021-09-25 13:06:50 main:574] : INFO : Epoch 1803 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1192.84 ms [2021-09-25 13:06:51 main:574] : INFO : Epoch 1804 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1211.36 ms [2021-09-25 13:06:52 main:574] : INFO : Epoch 1805 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1170.53 ms [2021-09-25 13:06:54 main:574] : INFO : Epoch 1806 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1212.39 ms [2021-09-25 13:06:55 main:574] : INFO : Epoch 1807 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1210.11 ms [2021-09-25 13:06:56 main:574] : INFO : Epoch 1808 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 1174.21 ms [2021-09-25 13:06:57 main:574] : INFO : Epoch 1809 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1208.56 ms [2021-09-25 13:06:59 main:574] : INFO : Epoch 1810 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1177.48 ms [2021-09-25 13:07:00 main:574] : INFO : Epoch 1811 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1198.21 ms [2021-09-25 13:07:01 main:574] : INFO : Epoch 1812 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1211.55 ms [2021-09-25 13:07:03 main:574] : INFO : Epoch 1813 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1192.5 ms [2021-09-25 13:07:04 main:574] : INFO : Epoch 1814 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1201.12 ms [2021-09-25 13:07:05 main:574] : INFO : Epoch 1815 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1218.62 ms [2021-09-25 13:07:06 main:574] : INFO : Epoch 1816 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1171.2 ms [2021-09-25 13:07:08 main:574] : INFO : Epoch 1817 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1200.76 ms [2021-09-25 13:07:09 main:574] : INFO : Epoch 1818 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1201.42 ms [2021-09-25 13:07:10 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1175.97 ms [2021-09-25 13:07:12 main:574] : INFO : Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1209.49 ms [2021-09-25 13:07:13 main:574] : INFO : Epoch 1821 | loss: 0.031252 | val_loss: 0.0312503 | Time: 1179.06 ms [2021-09-25 13:07:14 main:574] : INFO : Epoch 1822 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1178.31 ms [2021-09-25 13:07:15 main:574] : INFO : Epoch 1823 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1235.88 ms [2021-09-25 13:07:17 main:574] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1199.99 ms [2021-09-25 13:07:18 main:574] : INFO : Epoch 1825 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1187.29 ms [2021-09-25 13:07:19 main:574] : INFO : Epoch 1826 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1218.21 ms [2021-09-25 13:07:21 main:574] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1163.39 ms [2021-09-25 13:07:22 main:574] : INFO : Epoch 1828 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1197.39 ms [2021-09-25 13:07:23 main:574] : INFO : Epoch 1829 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1204.01 ms [2021-09-25 13:07:24 main:574] : INFO : Epoch 1830 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1161.88 ms [2021-09-25 13:07:26 main:574] : INFO : Epoch 1831 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1203.67 ms [2021-09-25 13:07:27 main:574] : INFO : Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1200.98 ms [2021-09-25 13:07:28 main:574] : INFO : Epoch 1833 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1170.58 ms [2021-09-25 13:07:30 main:574] : INFO : Epoch 1834 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1216.72 ms [2021-09-25 13:07:31 main:574] : INFO : Epoch 1835 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1192.17 ms [2021-09-25 13:07:32 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1178.23 ms [2021-09-25 13:07:34 main:574] : INFO : Epoch 1837 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1241.15 ms [2021-09-25 13:07:35 main:574] : INFO : Epoch 1838 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1195.03 ms [2021-09-25 13:07:36 main:574] : INFO : Epoch 1839 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1185.18 ms [2021-09-25 13:07:37 main:574] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1194.83 ms [2021-09-25 13:07:39 main:574] : INFO : Epoch 1841 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1168.02 ms [2021-09-25 13:07:40 main:574] : INFO : Epoch 1842 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1208.37 ms [2021-09-25 13:07:41 main:574] : INFO : Epoch 1843 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1192.39 ms [2021-09-25 13:07:43 main:574] : INFO : Epoch 1844 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1165.42 ms [2021-09-25 13:07:44 main:574] : INFO : Epoch 1845 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1221.8 ms [2021-09-25 13:07:45 main:574] : INFO : Epoch 1846 | loss: 0.0312505 | val_loss: 0.0312535 | Time: 1174.29 ms [2021-09-25 13:07:46 main:574] : INFO : Epoch 1847 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1175.28 ms [2021-09-25 13:07:48 main:574] : INFO : Epoch 1848 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1219.71 ms [2021-09-25 13:07:49 main:574] : INFO : Epoch 1849 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1192 ms [2021-09-25 13:07:50 main:574] : INFO : Epoch 1850 | loss: 0.0312521 | val_loss: 0.0312503 | Time: 1197 ms [2021-09-25 13:07:52 main:574] : INFO : Epoch 1851 | loss: 0.031251 | val_loss: 0.031251 | Time: 1230.24 ms [2021-09-25 13:07:53 main:574] : INFO : Epoch 1852 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 1195.31 ms [2021-09-25 13:07:54 main:574] : INFO : Epoch 1853 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1184.06 ms [2021-09-25 13:07:56 main:574] : INFO : Epoch 1854 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1221.92 ms [2021-09-25 13:07:57 main:574] : INFO : Epoch 1855 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 1222.9 ms [2021-09-25 13:07:58 main:574] : INFO : Epoch 1856 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1190.74 ms [2021-09-25 13:08:00 main:574] : INFO : Epoch 1857 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1224.63 ms [2021-09-25 13:08:01 main:574] : INFO : Epoch 1858 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1167.62 ms [2021-09-25 13:08:02 main:574] : INFO : Epoch 1859 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1200.95 ms [2021-09-25 13:08:04 main:574] : INFO : Epoch 1860 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1199.05 ms [2021-09-25 13:08:05 main:574] : INFO : Epoch 1861 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1157.82 ms [2021-09-25 13:08:06 main:574] : INFO : Epoch 1862 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1215.22 ms [2021-09-25 13:08:07 main:574] : INFO : Epoch 1863 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1216.37 ms [2021-09-25 13:08:09 main:574] : INFO : Epoch 1864 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1185.73 ms [2021-09-25 13:08:10 main:574] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1214.19 ms [2021-09-25 13:08:11 main:574] : INFO : Epoch 1866 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1192.35 ms [2021-09-25 13:08:13 main:574] : INFO : Epoch 1867 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1183.03 ms [2021-09-25 13:08:14 main:574] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1225.4 ms [2021-09-25 13:08:15 main:574] : INFO : Epoch 1869 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1194.33 ms [2021-09-25 13:08:17 main:574] : INFO : Epoch 1870 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1190.23 ms [2021-09-25 13:08:18 main:574] : INFO : Epoch 1871 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1202.91 ms [2021-09-25 13:08:19 main:574] : INFO : Epoch 1872 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1208.49 ms [2021-09-25 13:08:20 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1204.7 ms [2021-09-25 13:08:22 main:574] : INFO : Epoch 1874 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1216.62 ms [2021-09-25 13:08:23 main:574] : INFO : Epoch 1875 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1156.01 ms [2021-09-25 13:08:24 main:574] : INFO : Epoch 1876 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1210.8 ms [2021-09-25 13:08:26 main:574] : INFO : Epoch 1877 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1217.6 ms [2021-09-25 13:08:27 main:574] : INFO : Epoch 1878 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1176.92 ms [2021-09-25 13:08:28 main:574] : INFO : Epoch 1879 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1215.4 ms [2021-09-25 13:08:30 main:574] : INFO : Epoch 1880 | loss: 0.0312519 | val_loss: 0.0312525 | Time: 1202.19 ms [2021-09-25 13:08:31 main:574] : INFO : Epoch 1881 | loss: 0.0312516 | val_loss: 0.0312507 | Time: 1179.15 ms [2021-09-25 13:08:32 main:574] : INFO : Epoch 1882 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1216.79 ms [2021-09-25 13:08:33 main:574] : INFO : Epoch 1883 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1184.17 ms [2021-09-25 13:08:35 main:574] : INFO : Epoch 1884 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1174.43 ms [2021-09-25 13:08:36 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1231.52 ms [2021-09-25 13:08:37 main:574] : INFO : Epoch 1886 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1207.02 ms [2021-09-25 13:08:39 main:574] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1199.99 ms [2021-09-25 13:08:40 main:574] : INFO : Epoch 1888 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1222.43 ms [2021-09-25 13:08:41 main:574] : INFO : Epoch 1889 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1179.68 ms [2021-09-25 13:08:43 main:574] : INFO : Epoch 1890 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1205.25 ms [2021-09-25 13:08:44 main:574] : INFO : Epoch 1891 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1203.21 ms [2021-09-25 13:08:45 main:574] : INFO : Epoch 1892 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1171.57 ms [2021-09-25 13:08:46 main:574] : INFO : Epoch 1893 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1204.71 ms [2021-09-25 13:08:48 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1192 ms [2021-09-25 13:08:49 main:574] : INFO : Epoch 1895 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1170.91 ms [2021-09-25 13:08:50 main:574] : INFO : Epoch 1896 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1205.94 ms [2021-09-25 13:08:52 main:574] : INFO : Epoch 1897 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1200.39 ms [2021-09-25 13:08:53 main:574] : INFO : Epoch 1898 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1180.11 ms [2021-09-25 13:08:54 main:574] : INFO : Epoch 1899 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1212.05 ms [2021-09-25 13:08:56 main:574] : INFO : Epoch 1900 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1185.04 ms [2021-09-25 13:08:57 main:574] : INFO : Epoch 1901 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 1187.33 ms [2021-09-25 13:08:58 main:574] : INFO : Epoch 1902 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1216.75 ms [2021-09-25 13:08:59 main:574] : INFO : Epoch 1903 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1175.66 ms [2021-09-25 13:09:01 main:574] : INFO : Epoch 1904 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1201.14 ms [2021-09-25 13:09:02 main:574] : INFO : Epoch 1905 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1226.22 ms [2021-09-25 13:09:03 main:574] : INFO : Epoch 1906 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1164.26 ms [2021-09-25 13:09:05 main:574] : INFO : Epoch 1907 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1207.45 ms [2021-09-25 13:09:06 main:574] : INFO : Epoch 1908 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1199.27 ms [2021-09-25 13:09:07 main:574] : INFO : Epoch 1909 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 1159.35 ms [2021-09-25 13:09:08 main:574] : INFO : Epoch 1910 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 1207.44 ms [2021-09-25 13:09:10 main:574] : INFO : Epoch 1911 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 1186.81 ms [2021-09-25 13:09:11 main:574] : INFO : Epoch 1912 | loss: 0.0312516 | val_loss: 0.0312526 | Time: 1186.13 ms [2021-09-25 13:09:12 main:574] : INFO : Epoch 1913 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1222.1 ms [2021-09-25 13:09:14 main:574] : INFO : Epoch 1914 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1190.94 ms [2021-09-25 13:09:15 main:574] : INFO : Epoch 1915 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1191.16 ms [2021-09-25 13:09:16 main:574] : INFO : Epoch 1916 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1196.92 ms [2021-09-25 13:09:17 main:574] : INFO : Epoch 1917 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1175.92 ms [2021-09-25 13:09:19 main:574] : INFO : Epoch 1918 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1208.31 ms [2021-09-25 13:09:20 main:574] : INFO : Epoch 1919 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1204.09 ms [2021-09-25 13:09:21 main:574] : INFO : Epoch 1920 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1176.48 ms [2021-09-25 13:09:23 main:574] : INFO : Epoch 1921 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1212.75 ms [2021-09-25 13:09:24 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1226.14 ms [2021-09-25 13:09:25 main:574] : INFO : Epoch 1923 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1172.96 ms [2021-09-25 13:09:27 main:574] : INFO : Epoch 1924 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1318.29 ms [2021-09-25 13:09:28 main:574] : INFO : Epoch 1925 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1215.26 ms [2021-09-25 13:09:29 main:574] : INFO : Epoch 1926 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1184.17 ms [2021-09-25 13:09:30 main:574] : INFO : Epoch 1927 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1237.01 ms [2021-09-25 13:09:32 main:574] : INFO : Epoch 1928 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1189.11 ms [2021-09-25 13:09:33 main:574] : INFO : Epoch 1929 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1195.32 ms [2021-09-25 13:09:34 main:574] : INFO : Epoch 1930 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1221.7 ms [2021-09-25 13:09:36 main:574] : INFO : Epoch 1931 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1168.12 ms [2021-09-25 13:09:37 main:574] : INFO : Epoch 1932 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1191.98 ms [2021-09-25 13:09:38 main:574] : INFO : Epoch 1933 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1213.94 ms [2021-09-25 13:09:40 main:574] : INFO : Epoch 1934 | loss: 0.031251 | val_loss: 0.03125 | Time: 1180.03 ms [2021-09-25 13:09:41 main:574] : INFO : Epoch 1935 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1182.81 ms [2021-09-25 13:09:43 main:574] : INFO : Epoch 1936 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1244.61 ms [2021-09-25 13:09:44 main:574] : INFO : Epoch 1937 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1191.86 ms [2021-09-25 13:09:45 main:574] : INFO : Epoch 1938 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1182.48 ms [2021-09-25 13:09:47 main:574] : INFO : Epoch 1939 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1231.38 ms [2021-09-25 13:09:48 main:574] : INFO : Epoch 1940 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1206.26 ms [2021-09-25 13:09:49 main:574] : INFO : Epoch 1941 | loss: 0.0312521 | val_loss: 0.0312504 | Time: 1186.08 ms [2021-09-25 13:09:51 main:574] : INFO : Epoch 1942 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1203.93 ms [2021-09-25 13:09:52 main:574] : INFO : Epoch 1943 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1180.27 ms [2021-09-25 13:09:53 main:574] : INFO : Epoch 1944 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1189.02 ms [2021-09-25 13:09:55 main:574] : INFO : Epoch 1945 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1208.96 ms [2021-09-25 13:09:56 main:574] : INFO : Epoch 1946 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1178.15 ms [2021-09-25 13:09:57 main:574] : INFO : Epoch 1947 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1199.32 ms [2021-09-25 13:09:59 main:574] : INFO : Epoch 1948 | loss: 0.0312515 | val_loss: 0.03125 | Time: 1212.77 ms [2021-09-25 13:10:00 main:574] : INFO : Epoch 1949 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1173.01 ms [2021-09-25 13:10:01 main:574] : INFO : Epoch 1950 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1200.94 ms [2021-09-25 13:10:03 main:574] : INFO : Epoch 1951 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1217.51 ms [2021-09-25 13:10:04 main:574] : INFO : Epoch 1952 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1200.51 ms [2021-09-25 13:10:05 main:574] : INFO : Epoch 1953 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1194.21 ms [2021-09-25 13:10:07 main:574] : INFO : Epoch 1954 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1230.75 ms [2021-09-25 13:10:08 main:574] : INFO : Epoch 1955 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1186.39 ms [2021-09-25 13:10:09 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1179.48 ms [2021-09-25 13:10:11 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1210.51 ms [2021-09-25 13:10:12 main:574] : INFO : Epoch 1958 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1193.63 ms [2021-09-25 13:10:13 main:574] : INFO : Epoch 1959 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1199.06 ms [2021-09-25 13:10:15 main:574] : INFO : Epoch 1960 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1207.49 ms [2021-09-25 13:10:16 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1164.9 ms [2021-09-25 13:10:17 main:574] : INFO : Epoch 1962 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1201.43 ms [2021-09-25 13:10:19 main:574] : INFO : Epoch 1963 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1229.47 ms [2021-09-25 13:10:20 main:574] : INFO : Epoch 1964 | loss: 0.0312523 | val_loss: 0.03125 | Time: 1161.32 ms [2021-09-25 13:10:21 main:574] : INFO : Epoch 1965 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1196.21 ms [2021-09-25 13:10:23 main:574] : INFO : Epoch 1966 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1228.94 ms [2021-09-25 13:10:24 main:574] : INFO : Epoch 1967 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1162.04 ms [2021-09-25 13:10:25 main:574] : INFO : Epoch 1968 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1202.22 ms [2021-09-25 13:10:26 main:574] : INFO : Epoch 1969 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1207.25 ms [2021-09-25 13:10:28 main:574] : INFO : Epoch 1970 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1193.05 ms [2021-09-25 13:10:29 main:574] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1217.85 ms [2021-09-25 13:10:30 main:574] : INFO : Epoch 1972 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1188.62 ms [2021-09-25 13:10:32 main:574] : INFO : Epoch 1973 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1189.21 ms [2021-09-25 13:10:33 main:574] : INFO : Epoch 1974 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1213.55 ms [2021-09-25 13:10:34 main:574] : INFO : Epoch 1975 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1177.56 ms [2021-09-25 13:10:36 main:574] : INFO : Epoch 1976 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1196.77 ms [2021-09-25 13:10:37 main:574] : INFO : Epoch 1977 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1206.19 ms [2021-09-25 13:10:38 main:574] : INFO : Epoch 1978 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1158.16 ms [2021-09-25 13:10:39 main:574] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1199.58 ms [2021-09-25 13:10:41 main:574] : INFO : Epoch 1980 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1231.99 ms [2021-09-25 13:10:42 main:574] : INFO : Epoch 1981 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1183.13 ms [2021-09-25 13:10:43 main:574] : INFO : Epoch 1982 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1201.16 ms [2021-09-25 13:10:45 main:574] : INFO : Epoch 1983 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1218.28 ms [2021-09-25 13:10:46 main:574] : INFO : Epoch 1984 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1160.72 ms [2021-09-25 13:10:47 main:574] : INFO : Epoch 1985 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1210.77 ms [2021-09-25 13:10:49 main:574] : INFO : Epoch 1986 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1215.33 ms [2021-09-25 13:10:50 main:574] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1179.08 ms [2021-09-25 13:10:51 main:574] : INFO : Epoch 1988 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1196.85 ms [2021-09-25 13:10:53 main:574] : INFO : Epoch 1989 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 1193.71 ms [2021-09-25 13:10:54 main:574] : INFO : Epoch 1990 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1170.91 ms [2021-09-25 13:10:55 main:574] : INFO : Epoch 1991 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1212.81 ms [2021-09-25 13:10:57 main:574] : INFO : Epoch 1992 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1207.27 ms [2021-09-25 13:10:58 main:574] : INFO : Epoch 1993 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1173.75 ms [2021-09-25 13:10:59 main:574] : INFO : Epoch 1994 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1219 ms [2021-09-25 13:11:01 main:574] : INFO : Epoch 1995 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1189.85 ms [2021-09-25 13:11:02 main:574] : INFO : Epoch 1996 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1183.41 ms [2021-09-25 13:11:03 main:574] : INFO : Epoch 1997 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1217.51 ms [2021-09-25 13:11:04 main:574] : INFO : Epoch 1998 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1200.1 ms [2021-09-25 13:11:06 main:574] : INFO : Epoch 1999 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1186.41 ms [2021-09-25 13:11:07 main:574] : INFO : Epoch 2000 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1238.16 ms [2021-09-25 13:11:08 main:574] : INFO : Epoch 2001 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1160.85 ms [2021-09-25 13:11:10 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 1212.77 ms [2021-09-25 13:11:11 main:574] : INFO : Epoch 2003 | loss: 0.0312522 | val_loss: 0.0312503 | Time: 1199.55 ms [2021-09-25 13:11:12 main:574] : INFO : Epoch 2004 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1160.96 ms [2021-09-25 13:11:14 main:574] : INFO : Epoch 2005 | loss: 0.0312514 | val_loss: 0.031254 | Time: 1191.36 ms [2021-09-25 13:11:15 main:574] : INFO : Epoch 2006 | loss: 0.031252 | val_loss: 0.0312506 | Time: 1208.08 ms [2021-09-25 13:11:16 main:574] : INFO : Epoch 2007 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1166.68 ms [2021-09-25 13:11:17 main:574] : INFO : Epoch 2008 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1217.04 ms [2021-09-25 13:11:19 main:574] : INFO : Epoch 2009 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1183.24 ms [2021-09-25 13:11:20 main:574] : INFO : Epoch 2010 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1168.39 ms [2021-09-25 13:11:21 main:574] : INFO : Epoch 2011 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1221.53 ms [2021-09-25 13:11:23 main:574] : INFO : Epoch 2012 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1205.36 ms [2021-09-25 13:11:24 main:574] : INFO : Epoch 2013 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1182.14 ms [2021-09-25 13:11:25 main:574] : INFO : Epoch 2014 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1220.37 ms [2021-09-25 13:11:27 main:574] : INFO : Epoch 2015 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1185.22 ms [2021-09-25 13:11:28 main:574] : INFO : Epoch 2016 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1201.87 ms [2021-09-25 13:11:29 main:574] : INFO : Epoch 2017 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1208.61 ms [2021-09-25 13:11:30 main:574] : INFO : Epoch 2018 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1168.34 ms [2021-09-25 13:11:32 main:574] : INFO : Epoch 2019 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1203.77 ms [2021-09-25 13:11:33 main:574] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1229.31 ms [2021-09-25 13:11:34 main:574] : INFO : Epoch 2021 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1167.37 ms [2021-09-25 13:11:36 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1212.04 ms [2021-09-25 13:11:37 main:574] : INFO : Epoch 2023 | loss: 0.03125 | val_loss: 0.0312517 | Time: 1205.9 ms [2021-09-25 13:11:40 main:574] : INFO : Epoch 2024 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1207.3 ms [2021-09-25 13:11:41 main:574] : INFO : Epoch 2025 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1197.23 ms [2021-09-25 13:11:42 main:574] : INFO : Epoch 2026 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1175.14 ms [2021-09-25 13:11:44 main:574] : INFO : Epoch 2027 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1207.21 ms [2021-09-25 13:11:45 main:574] : INFO : Epoch 2028 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1184.11 ms [2021-09-25 13:11:46 main:574] : INFO : Epoch 2029 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1192.21 ms [2021-09-25 13:11:48 main:574] : INFO : Epoch 2030 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 1216.52 ms [2021-09-25 13:11:49 main:574] : INFO : Epoch 2031 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 1192.77 ms [2021-09-25 13:11:50 main:574] : INFO : Epoch 2032 | loss: 0.0312512 | val_loss: 0.0312524 | Time: 1183.96 ms [2021-09-25 13:11:51 main:574] : INFO : Epoch 2033 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1227.19 ms [2021-09-25 13:11:53 main:574] : INFO : Epoch 2034 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1198.96 ms [2021-09-25 13:11:54 main:574] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1192.36 ms [2021-09-25 13:11:56 main:574] : INFO : Epoch 2036 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1242.65 ms [2021-09-25 13:11:57 main:574] : INFO : Epoch 2037 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1170.67 ms [2021-09-25 13:11:58 main:574] : INFO : Epoch 2038 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1200.25 ms [2021-09-25 13:11:59 main:574] : INFO : Epoch 2039 | loss: 0.0312506 | val_loss: 0.0312531 | Time: 1240.53 ms [2021-09-25 13:12:01 main:574] : INFO : Epoch 2040 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1171.94 ms [2021-09-25 13:12:02 main:574] : INFO : Epoch 2041 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1200.74 ms [2021-09-25 13:12:03 main:574] : INFO : Epoch 2042 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1230.11 ms [2021-09-25 13:12:05 main:574] : INFO : Epoch 2043 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1170.23 ms [2021-09-25 13:12:06 main:574] : INFO : Epoch 2044 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1204.53 ms [2021-09-25 13:12:07 main:574] : INFO : Epoch 2045 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 1204.48 ms [2021-09-25 13:12:09 main:574] : INFO : Epoch 2046 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1181.85 ms [2021-09-25 13:12:10 main:574] : INFO : Epoch 2047 | loss: 0.0312512 | val_loss: 0.03125 | Time: 1206.31 ms [2021-09-25 13:12:11 main:574] : INFO : Epoch 2048 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1202.76 ms [2021-09-25 13:12:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312501 [2021-09-25 13:12:11 main:603] : INFO : Saving end state to config to file [2021-09-25 13:12:12 main:608] : INFO : Success, exiting.. 13:12:12 (23256): 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)