Task 9437569
| Name | ParityModified-1636228346-22985-2-0_2 |
| Workunit | 6494848 |
| Created | 4 Dec 2021, 23:13:34 UTC |
| Sent | 5 Dec 2021, 1:20:40 UTC |
| Report deadline | 13 Dec 2021, 1:20:40 UTC |
| Received | 5 Dec 2021, 5:28:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15916 |
| Run time | 40 min 45 sec |
| CPU time | 40 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,236.25 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312235 | val_loss: 0.0312215 | Time: 1174.21 ms [2021-12-04 23:18:04 main:574] : INFO : Epoch 1543 | loss: 0.0312229 | val_loss: 0.0312247 | Time: 1174.16 ms [2021-12-04 23:18:05 main:574] : INFO : Epoch 1544 | loss: 0.0312265 | val_loss: 0.0312232 | Time: 1179.45 ms [2021-12-04 23:18:06 main:574] : INFO : Epoch 1545 | loss: 0.0312242 | val_loss: 0.0312227 | Time: 1184.22 ms [2021-12-04 23:18:07 main:574] : INFO : Epoch 1546 | loss: 0.0312232 | val_loss: 0.0312218 | Time: 1182.02 ms [2021-12-04 23:18:08 main:574] : INFO : Epoch 1547 | loss: 0.031223 | val_loss: 0.0312221 | Time: 1177.58 ms [2021-12-04 23:18:10 main:574] : INFO : Epoch 1548 | loss: 0.0312227 | val_loss: 0.0312218 | Time: 1176.96 ms [2021-12-04 23:18:11 main:574] : INFO : Epoch 1549 | loss: 0.0312226 | val_loss: 0.0312214 | Time: 1185.49 ms [2021-12-04 23:18:12 main:574] : INFO : Epoch 1550 | loss: 0.0312232 | val_loss: 0.0312235 | Time: 1176.85 ms [2021-12-04 23:18:13 main:574] : INFO : Epoch 1551 | loss: 0.0312242 | val_loss: 0.031222 | Time: 1176.79 ms [2021-12-04 23:18:14 main:574] : INFO : Epoch 1552 | loss: 0.0312233 | val_loss: 0.031223 | Time: 1185.41 ms [2021-12-04 23:18:16 main:574] : INFO : Epoch 1553 | loss: 0.0312232 | val_loss: 0.0312214 | Time: 1183.05 ms [2021-12-04 23:18:17 main:574] : INFO : Epoch 1554 | loss: 0.031223 | val_loss: 0.0312217 | Time: 1178.11 ms [2021-12-04 23:18:18 main:574] : INFO : Epoch 1555 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 1183.95 ms [2021-12-04 23:18:19 main:574] : INFO : Epoch 1556 | loss: 0.0312236 | val_loss: 0.0312224 | Time: 1180.63 ms [2021-12-04 23:18:20 main:574] : INFO : Epoch 1557 | loss: 0.0312225 | val_loss: 0.0312215 | Time: 1179.01 ms [2021-12-04 23:18:21 main:574] : INFO : Epoch 1558 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 1178 ms [2021-12-04 23:18:23 main:574] : INFO : Epoch 1559 | loss: 0.031224 | val_loss: 0.0312217 | Time: 1179.07 ms [2021-12-04 23:18:24 main:574] : INFO : Epoch 1560 | loss: 0.0312238 | val_loss: 0.0312227 | Time: 1181.76 ms [2021-12-04 23:18:25 main:574] : INFO : Epoch 1561 | loss: 0.0312241 | val_loss: 0.0312249 | Time: 1181.15 ms [2021-12-04 23:18:26 main:574] : INFO : Epoch 1562 | loss: 0.0312241 | val_loss: 0.0312214 | Time: 1178.46 ms [2021-12-04 23:18:27 main:574] : INFO : Epoch 1563 | loss: 0.0312236 | val_loss: 0.0312246 | Time: 1181.91 ms [2021-12-04 23:18:29 main:574] : INFO : Epoch 1564 | loss: 0.0312251 | val_loss: 0.0312225 | Time: 1185.58 ms [2021-12-04 23:18:30 main:574] : INFO : Epoch 1565 | loss: 0.0312235 | val_loss: 0.0312218 | Time: 1198.17 ms [2021-12-04 23:18:31 main:574] : INFO : Epoch 1566 | loss: 0.0312233 | val_loss: 0.0312216 | Time: 1224.39 ms [2021-12-04 23:18:32 main:574] : INFO : Epoch 1567 | loss: 0.0312239 | val_loss: 0.0312215 | Time: 1222.11 ms [2021-12-04 23:18:33 main:574] : INFO : Epoch 1568 | loss: 0.0312231 | val_loss: 0.0312231 | Time: 1193.04 ms [2021-12-04 23:18:35 main:574] : INFO : Epoch 1569 | loss: 0.0312234 | val_loss: 0.0312218 | Time: 1188.99 ms [2021-12-04 23:18:36 main:574] : INFO : Epoch 1570 | loss: 0.031223 | val_loss: 0.0312213 | Time: 1190.88 ms [2021-12-04 23:18:37 main:574] : INFO : Epoch 1571 | loss: 0.031223 | val_loss: 0.0312216 | Time: 1190.88 ms [2021-12-04 23:18:38 main:574] : INFO : Epoch 1572 | loss: 0.0312229 | val_loss: 0.0312232 | Time: 1189.93 ms [2021-12-04 23:18:39 main:574] : INFO : Epoch 1573 | loss: 0.031225 | val_loss: 0.0312233 | Time: 1177.51 ms [2021-12-04 23:18:40 main:574] : INFO : Epoch 1574 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 1178.33 ms [2021-12-04 23:18:42 main:574] : INFO : Epoch 1575 | loss: 0.0312237 | val_loss: 0.0312217 | Time: 1179.98 ms [2021-12-04 23:18:43 main:574] : INFO : Epoch 1576 | loss: 0.0312226 | val_loss: 0.0312228 | Time: 1178.43 ms [2021-12-04 23:18:44 main:574] : INFO : Epoch 1577 | loss: 0.0312236 | val_loss: 0.031222 | Time: 1174.24 ms [2021-12-04 23:18:45 main:574] : INFO : Epoch 1578 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 1177.32 ms [2021-12-04 23:18:46 main:574] : INFO : Epoch 1579 | loss: 0.0312243 | val_loss: 0.0312226 | Time: 1181.88 ms [2021-12-04 23:18:48 main:574] : INFO : Epoch 1580 | loss: 0.0312238 | val_loss: 0.0312256 | Time: 1180.73 ms [2021-12-04 23:18:49 main:574] : INFO : Epoch 1581 | loss: 0.0312242 | val_loss: 0.0312214 | Time: 1174.52 ms [2021-12-04 23:18:50 main:574] : INFO : Epoch 1582 | loss: 0.031223 | val_loss: 0.0312223 | Time: 1178.95 ms [2021-12-04 23:18:51 main:574] : INFO : Epoch 1583 | loss: 0.0312237 | val_loss: 0.0312217 | Time: 1181.74 ms [2021-12-04 23:18:52 main:574] : INFO : Epoch 1584 | loss: 0.0312234 | val_loss: 0.0312223 | Time: 1179.82 ms [2021-12-04 23:18:53 main:574] : INFO : Epoch 1585 | loss: 0.0312236 | val_loss: 0.0312231 | Time: 1179.19 ms [2021-12-04 23:18:55 main:574] : INFO : Epoch 1586 | loss: 0.0312244 | val_loss: 0.0312254 | Time: 1176.26 ms [2021-12-04 23:18:56 main:574] : INFO : Epoch 1587 | loss: 0.0312254 | val_loss: 0.0312243 | Time: 1176.34 ms [2021-12-04 23:18:57 main:574] : INFO : Epoch 1588 | loss: 0.0312243 | val_loss: 0.0312214 | Time: 1180.52 ms [2021-12-04 23:18:58 main:574] : INFO : Epoch 1589 | loss: 0.0312239 | val_loss: 0.0312231 | Time: 1176.15 ms [2021-12-04 23:18:59 main:574] : INFO : Epoch 1590 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 1176.71 ms [2021-12-04 23:19:01 main:574] : INFO : Epoch 1591 | loss: 0.0312233 | val_loss: 0.0312218 | Time: 1181.73 ms [2021-12-04 23:19:02 main:574] : INFO : Epoch 1592 | loss: 0.0312228 | val_loss: 0.0312229 | Time: 1183.56 ms [2021-12-04 23:19:03 main:574] : INFO : Epoch 1593 | loss: 0.0312244 | val_loss: 0.0312218 | Time: 1181.21 ms [2021-12-04 23:19:04 main:574] : INFO : Epoch 1594 | loss: 0.0312256 | val_loss: 0.0312239 | Time: 1183.81 ms [2021-12-04 23:19:05 main:574] : INFO : Epoch 1595 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 1180.34 ms [2021-12-04 23:19:06 main:574] : INFO : Epoch 1596 | loss: 0.0312245 | val_loss: 0.0312229 | Time: 1178.9 ms [2021-12-04 23:19:08 main:574] : INFO : Epoch 1597 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 1181.28 ms [2021-12-04 23:19:09 main:574] : INFO : Epoch 1598 | loss: 0.0312242 | val_loss: 0.0312214 | Time: 1179.04 ms [2021-12-04 23:19:10 main:574] : INFO : Epoch 1599 | loss: 0.0312232 | val_loss: 0.0312215 | Time: 1179.8 ms [2021-12-04 23:19:11 main:574] : INFO : Epoch 1600 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 1186.86 ms [2021-12-04 23:19:12 main:574] : INFO : Epoch 1601 | loss: 0.0312227 | val_loss: 0.0312213 | Time: 1182.11 ms [2021-12-04 23:19:14 main:574] : INFO : Epoch 1602 | loss: 0.0312227 | val_loss: 0.0312213 | Time: 1184.77 ms [2021-12-04 23:19:15 main:574] : INFO : Epoch 1603 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 1177.53 ms [2021-12-04 23:19:16 main:574] : INFO : Epoch 1604 | loss: 0.0312245 | val_loss: 0.0312228 | Time: 1180.92 ms [2021-12-04 23:19:17 main:574] : INFO : Epoch 1605 | loss: 0.0312242 | val_loss: 0.0312236 | Time: 1180.24 ms [2021-12-04 23:19:18 main:574] : INFO : Epoch 1606 | loss: 0.0312242 | val_loss: 0.0312225 | Time: 1179.08 ms [2021-12-04 23:19:19 main:574] : INFO : Epoch 1607 | loss: 0.0312243 | val_loss: 0.0312219 | Time: 1190.61 ms [2021-12-04 23:19:21 main:574] : INFO : Epoch 1608 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 1185.48 ms [2021-12-04 23:19:22 main:574] : INFO : Epoch 1609 | loss: 0.0312232 | val_loss: 0.0312214 | Time: 1183.24 ms [2021-12-04 23:19:23 main:574] : INFO : Epoch 1610 | loss: 0.0312234 | val_loss: 0.031222 | Time: 1191.03 ms [2021-12-04 23:19:24 main:574] : INFO : Epoch 1611 | loss: 0.0312239 | val_loss: 0.0312219 | Time: 1184.5 ms [2021-12-04 23:19:25 main:574] : INFO : Epoch 1612 | loss: 0.031223 | val_loss: 0.0312219 | Time: 1177.71 ms [2021-12-04 23:19:27 main:574] : INFO : Epoch 1613 | loss: 0.0312229 | val_loss: 0.0312214 | Time: 1184.8 ms [2021-12-04 23:19:28 main:574] : INFO : Epoch 1614 | loss: 0.0312225 | val_loss: 0.0312224 | Time: 1181.15 ms [2021-12-04 23:19:29 main:574] : INFO : Epoch 1615 | loss: 0.0312231 | val_loss: 0.0312245 | Time: 1179.09 ms [2021-12-04 23:19:30 main:574] : INFO : Epoch 1616 | loss: 0.0312258 | val_loss: 0.0312236 | Time: 1175.64 ms [2021-12-04 23:19:31 main:574] : INFO : Epoch 1617 | loss: 0.0312248 | val_loss: 0.0312242 | Time: 1180.97 ms [2021-12-04 23:19:33 main:574] : INFO : Epoch 1618 | loss: 0.0312235 | val_loss: 0.0312214 | Time: 1187.87 ms [2021-12-04 23:19:34 main:574] : INFO : Epoch 1619 | loss: 0.0312227 | val_loss: 0.0312234 | Time: 1178.43 ms [2021-12-04 23:19:35 main:574] : INFO : Epoch 1620 | loss: 0.031223 | val_loss: 0.0312229 | Time: 1186.86 ms [2021-12-04 23:19:36 main:574] : INFO : Epoch 1621 | loss: 0.0312239 | val_loss: 0.0312227 | Time: 1186.91 ms [2021-12-04 23:19:37 main:574] : INFO : Epoch 1622 | loss: 0.0312232 | val_loss: 0.0312213 | Time: 1190.76 ms [2021-12-04 23:19:38 main:574] : INFO : Epoch 1623 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 1186.7 ms [2021-12-04 23:19:40 main:574] : INFO : Epoch 1624 | loss: 0.0312245 | val_loss: 0.0312288 | Time: 1182.7 ms [2021-12-04 23:19:41 main:574] : INFO : Epoch 1625 | loss: 0.0312242 | val_loss: 0.0312213 | Time: 1181.11 ms [2021-12-04 23:19:42 main:574] : INFO : Epoch 1626 | loss: 0.0312237 | val_loss: 0.0312221 | Time: 1177.84 ms [2021-12-04 23:19:43 main:574] : INFO : Epoch 1627 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 1174.01 ms [2021-12-04 23:19:44 main:574] : INFO : Epoch 1628 | loss: 0.0312229 | val_loss: 0.0312233 | Time: 1179.8 ms [2021-12-04 23:19:46 main:574] : INFO : Epoch 1629 | loss: 0.0312242 | val_loss: 0.0312227 | Time: 1182.05 ms [2021-12-04 23:19:47 main:574] : INFO : Epoch 1630 | loss: 0.0312229 | val_loss: 0.031222 | Time: 1181.51 ms [2021-12-04 23:19:48 main:574] : INFO : Epoch 1631 | loss: 0.0312231 | val_loss: 0.0312233 | Time: 1187.4 ms [2021-12-04 23:19:49 main:574] : INFO : Epoch 1632 | loss: 0.0312229 | val_loss: 0.0312214 | Time: 1182.13 ms [2021-12-04 23:19:50 main:574] : INFO : Epoch 1633 | loss: 0.031224 | val_loss: 0.0312228 | Time: 1180.16 ms [2021-12-04 23:19:51 main:574] : INFO : Epoch 1634 | loss: 0.0312234 | val_loss: 0.0312217 | Time: 1181.34 ms [2021-12-04 23:19:53 main:574] : INFO : Epoch 1635 | loss: 0.0312244 | val_loss: 0.0312245 | Time: 1178.32 ms [2021-12-04 23:19:54 main:574] : INFO : Epoch 1636 | loss: 0.0312239 | val_loss: 0.031222 | Time: 1179.57 ms [2021-12-04 23:19:55 main:574] : INFO : Epoch 1637 | loss: 0.0312229 | val_loss: 0.0312214 | Time: 1180.64 ms [2021-12-04 23:19:56 main:574] : INFO : Epoch 1638 | loss: 0.0312225 | val_loss: 0.031222 | Time: 1176.62 ms [2021-12-04 23:19:57 main:574] : INFO : Epoch 1639 | loss: 0.0312227 | val_loss: 0.0312212 | Time: 1175.85 ms [2021-12-04 23:19:59 main:574] : INFO : Epoch 1640 | loss: 0.031223 | val_loss: 0.0312213 | Time: 1180.19 ms [2021-12-04 23:20:00 main:574] : INFO : Epoch 1641 | loss: 0.0312235 | val_loss: 0.0312222 | Time: 1192.31 ms [2021-12-04 23:20:01 main:574] : INFO : Epoch 1642 | loss: 0.0312231 | val_loss: 0.031221 | Time: 1186.04 ms [2021-12-04 23:20:02 main:574] : INFO : Epoch 1643 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 1210.91 ms [2021-12-04 23:20:03 main:574] : INFO : Epoch 1644 | loss: 0.0312229 | val_loss: 0.0312212 | Time: 1202.79 ms [2021-12-04 23:20:05 main:574] : INFO : Epoch 1645 | loss: 0.0312231 | val_loss: 0.0312226 | Time: 1229.95 ms [2021-12-04 23:20:06 main:574] : INFO : Epoch 1646 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 1252.5 ms [2021-12-04 23:20:07 main:574] : INFO : Epoch 1647 | loss: 0.0312229 | val_loss: 0.0312216 | Time: 1277.93 ms [2021-12-04 23:20:08 main:574] : INFO : Epoch 1648 | loss: 0.0312224 | val_loss: 0.0312207 | Time: 1235.87 ms [2021-12-04 23:20:10 main:574] : INFO : Epoch 1649 | loss: 0.0312224 | val_loss: 0.031221 | Time: 1203.57 ms [2021-12-04 23:20:11 main:574] : INFO : Epoch 1650 | loss: 0.0312224 | val_loss: 0.031221 | Time: 1199.9 ms [2021-12-04 23:20:12 main:574] : INFO : Epoch 1651 | loss: 0.0312226 | val_loss: 0.031221 | Time: 1191.14 ms [2021-12-04 23:20:13 main:574] : INFO : Epoch 1652 | loss: 0.0312229 | val_loss: 0.0312229 | Time: 1192.75 ms [2021-12-04 23:20:14 main:574] : INFO : Epoch 1653 | loss: 0.0312238 | val_loss: 0.0312226 | Time: 1188.6 ms [2021-12-04 23:20:16 main:574] : INFO : Epoch 1654 | loss: 0.0312246 | val_loss: 0.0312225 | Time: 1193.69 ms [2021-12-04 23:20:17 main:574] : INFO : Epoch 1655 | loss: 0.0312251 | val_loss: 0.0312234 | Time: 1187.54 ms [2021-12-04 23:20:18 main:574] : INFO : Epoch 1656 | loss: 0.0312245 | val_loss: 0.0312207 | Time: 1202.99 ms [2021-12-04 23:20:19 main:574] : INFO : Epoch 1657 | loss: 0.0312224 | val_loss: 0.0312221 | Time: 1194.53 ms [2021-12-04 23:20:20 main:574] : INFO : Epoch 1658 | loss: 0.0312232 | val_loss: 0.0312237 | Time: 1205.8 ms [2021-12-04 23:20:22 main:574] : INFO : Epoch 1659 | loss: 0.0312242 | val_loss: 0.0312228 | Time: 1202.45 ms [2021-12-04 23:20:23 main:574] : INFO : Epoch 1660 | loss: 0.0312229 | val_loss: 0.0312216 | Time: 1211.38 ms [2021-12-04 23:20:24 main:574] : INFO : Epoch 1661 | loss: 0.0312237 | val_loss: 0.0312211 | Time: 1200.61 ms [2021-12-04 23:20:25 main:574] : INFO : Epoch 1662 | loss: 0.0312246 | val_loss: 0.0312221 | Time: 1205.41 ms [2021-12-04 23:20:26 main:574] : INFO : Epoch 1663 | loss: 0.0312248 | val_loss: 0.0312266 | Time: 1207.26 ms [2021-12-04 23:20:28 main:574] : INFO : Epoch 1664 | loss: 0.0312252 | val_loss: 0.0312214 | Time: 1198.23 ms [2021-12-04 23:20:29 main:574] : INFO : Epoch 1665 | loss: 0.0312231 | val_loss: 0.0312211 | Time: 1205.65 ms [2021-12-04 23:20:30 main:574] : INFO : Epoch 1666 | loss: 0.0312237 | val_loss: 0.031222 | Time: 1203.21 ms [2021-12-04 23:20:31 main:574] : INFO : Epoch 1667 | loss: 0.0312226 | val_loss: 0.0312214 | Time: 1188.6 ms [2021-12-04 23:20:32 main:574] : INFO : Epoch 1668 | loss: 0.0312224 | val_loss: 0.031221 | Time: 1194.76 ms [2021-12-04 23:20:34 main:574] : INFO : Epoch 1669 | loss: 0.0312223 | val_loss: 0.0312208 | Time: 1200.77 ms [2021-12-04 23:20:35 main:574] : INFO : Epoch 1670 | loss: 0.0312227 | val_loss: 0.0312238 | Time: 1195.56 ms [2021-12-04 23:20:36 main:574] : INFO : Epoch 1671 | loss: 0.031223 | val_loss: 0.0312227 | Time: 1194.77 ms [2021-12-04 23:20:37 main:574] : INFO : Epoch 1672 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 1191.49 ms [2021-12-04 23:20:38 main:574] : INFO : Epoch 1673 | loss: 0.0312229 | val_loss: 0.0312215 | Time: 1195.54 ms [2021-12-04 23:20:40 main:574] : INFO : Epoch 1674 | loss: 0.0312225 | val_loss: 0.031221 | Time: 1189.7 ms [2021-12-04 23:20:41 main:574] : INFO : Epoch 1675 | loss: 0.0312233 | val_loss: 0.0312208 | Time: 1192.77 ms [2021-12-04 23:20:42 main:574] : INFO : Epoch 1676 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 1190.71 ms [2021-12-04 23:20:43 main:574] : INFO : Epoch 1677 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 1206.56 ms [2021-12-04 23:20:44 main:574] : INFO : Epoch 1678 | loss: 0.0312241 | val_loss: 0.0312211 | Time: 1202.64 ms [2021-12-04 23:20:46 main:574] : INFO : Epoch 1679 | loss: 0.0312237 | val_loss: 0.0312214 | Time: 1194.51 ms [2021-12-04 23:20:47 main:574] : INFO : Epoch 1680 | loss: 0.0312227 | val_loss: 0.0312219 | Time: 1204.4 ms [2021-12-04 23:20:48 main:574] : INFO : Epoch 1681 | loss: 0.0312232 | val_loss: 0.0312212 | Time: 1204.17 ms [2021-12-04 23:20:49 main:574] : INFO : Epoch 1682 | loss: 0.0312242 | val_loss: 0.0312212 | Time: 1205.5 ms [2021-12-04 23:20:50 main:574] : INFO : Epoch 1683 | loss: 0.0312236 | val_loss: 0.0312233 | Time: 1187.14 ms [2021-12-04 23:20:52 main:574] : INFO : Epoch 1684 | loss: 0.0312232 | val_loss: 0.0312224 | Time: 1193.21 ms [2021-12-04 23:20:53 main:574] : INFO : Epoch 1685 | loss: 0.0312243 | val_loss: 0.031223 | Time: 1193.26 ms [2021-12-04 23:20:54 main:574] : INFO : Epoch 1686 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 1191.74 ms [2021-12-04 23:20:55 main:574] : INFO : Epoch 1687 | loss: 0.0312232 | val_loss: 0.0312211 | Time: 1191.1 ms [2021-12-04 23:20:56 main:574] : INFO : Epoch 1688 | loss: 0.031224 | val_loss: 0.0312212 | Time: 1207.2 ms [2021-12-04 23:20:58 main:574] : INFO : Epoch 1689 | loss: 0.0312229 | val_loss: 0.0312227 | Time: 1192.48 ms [2021-12-04 23:20:59 main:574] : INFO : Epoch 1690 | loss: 0.0312236 | val_loss: 0.0312236 | Time: 1190.12 ms [2021-12-04 23:21:00 main:574] : INFO : Epoch 1691 | loss: 0.0312234 | val_loss: 0.0312242 | Time: 1188.18 ms [2021-12-04 23:21:01 main:574] : INFO : Epoch 1692 | loss: 0.0312238 | val_loss: 0.0312211 | Time: 1199.19 ms [2021-12-04 23:21:02 main:574] : INFO : Epoch 1693 | loss: 0.031223 | val_loss: 0.0312217 | Time: 1189.29 ms [2021-12-04 23:21:04 main:574] : INFO : Epoch 1694 | loss: 0.0312227 | val_loss: 0.0312214 | Time: 1197.48 ms [2021-12-04 23:21:05 main:574] : INFO : Epoch 1695 | loss: 0.0312226 | val_loss: 0.0312212 | Time: 1193.31 ms [2021-12-04 23:21:06 main:574] : INFO : Epoch 1696 | loss: 0.0312225 | val_loss: 0.0312213 | Time: 1195.93 ms [2021-12-04 23:21:07 main:574] : INFO : Epoch 1697 | loss: 0.0312226 | val_loss: 0.0312219 | Time: 1187.97 ms [2021-12-04 23:21:08 main:574] : INFO : Epoch 1698 | loss: 0.0312236 | val_loss: 0.0312234 | Time: 1203.25 ms [2021-12-04 23:21:10 main:574] : INFO : Epoch 1699 | loss: 0.0312235 | val_loss: 0.0312215 | Time: 1191.21 ms [2021-12-04 23:21:11 main:574] : INFO : Epoch 1700 | loss: 0.031224 | val_loss: 0.0312254 | Time: 1180.01 ms [2021-12-04 23:21:12 main:574] : INFO : Epoch 1701 | loss: 0.0312239 | val_loss: 0.0312214 | Time: 1184.91 ms [2021-12-04 23:21:13 main:574] : INFO : Epoch 1702 | loss: 0.0312229 | val_loss: 0.0312216 | Time: 1180.68 ms [2021-12-04 23:21:14 main:574] : INFO : Epoch 1703 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 1187.28 ms [2021-12-04 23:21:15 main:574] : INFO : Epoch 1704 | loss: 0.0312242 | val_loss: 0.0312217 | Time: 1188.63 ms [2021-12-04 23:21:17 main:574] : INFO : Epoch 1705 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 1186.31 ms [2021-12-04 23:21:18 main:574] : INFO : Epoch 1706 | loss: 0.0312228 | val_loss: 0.031221 | Time: 1187.7 ms [2021-12-04 23:21:19 main:574] : INFO : Epoch 1707 | loss: 0.0312233 | val_loss: 0.0312216 | Time: 1186.38 ms [2021-12-04 23:21:20 main:574] : INFO : Epoch 1708 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 1190.01 ms [2021-12-04 23:21:21 main:574] : INFO : Epoch 1709 | loss: 0.0312233 | val_loss: 0.0312218 | Time: 1187.47 ms [2021-12-04 23:21:23 main:574] : INFO : Epoch 1710 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 1198.8 ms [2021-12-04 23:21:24 main:574] : INFO : Epoch 1711 | loss: 0.0312235 | val_loss: 0.031222 | Time: 1194.56 ms [2021-12-04 23:21:25 main:574] : INFO : Epoch 1712 | loss: 0.0312234 | val_loss: 0.0312245 | Time: 1193.18 ms [2021-12-04 23:21:26 main:574] : INFO : Epoch 1713 | loss: 0.0312246 | val_loss: 0.0312235 | Time: 1196.98 ms [2021-12-04 23:21:27 main:574] : INFO : Epoch 1714 | loss: 0.0312231 | val_loss: 0.0312221 | Time: 1204.06 ms [2021-12-04 23:21:29 main:574] : INFO : Epoch 1715 | loss: 0.031224 | val_loss: 0.0312227 | Time: 1188.18 ms [2021-12-04 23:21:30 main:574] : INFO : Epoch 1716 | loss: 0.0312231 | val_loss: 0.0312217 | Time: 1196.83 ms [2021-12-04 23:21:31 main:574] : INFO : Epoch 1717 | loss: 0.0312238 | val_loss: 0.0312219 | Time: 1184.64 ms [2021-12-04 23:21:32 main:574] : INFO : Epoch 1718 | loss: 0.0312226 | val_loss: 0.0312212 | Time: 1185.34 ms [2021-12-04 23:21:33 main:574] : INFO : Epoch 1719 | loss: 0.0312231 | val_loss: 0.0312224 | Time: 1184.38 ms [2021-12-04 23:21:35 main:574] : INFO : Epoch 1720 | loss: 0.0312235 | val_loss: 0.0312212 | Time: 1187.03 ms [2021-12-04 23:21:36 main:574] : INFO : Epoch 1721 | loss: 0.0312225 | val_loss: 0.0312212 | Time: 1187.12 ms [2021-12-04 23:21:37 main:574] : INFO : Epoch 1722 | loss: 0.0312224 | val_loss: 0.0312214 | Time: 1189.52 ms [2021-12-04 23:21:38 main:574] : INFO : Epoch 1723 | loss: 0.0312227 | val_loss: 0.0312215 | Time: 1199.93 ms [2021-12-04 23:21:39 main:574] : INFO : Epoch 1724 | loss: 0.0312248 | val_loss: 0.0312219 | Time: 1186.74 ms [2021-12-04 23:21:40 main:574] : INFO : Epoch 1725 | loss: 0.031224 | val_loss: 0.0312234 | Time: 1185.74 ms [2021-12-04 23:21:42 main:574] : INFO : Epoch 1726 | loss: 0.0312228 | val_loss: 0.0312222 | Time: 1198.28 ms [2021-12-04 23:21:43 main:574] : INFO : Epoch 1727 | loss: 0.0312234 | val_loss: 0.0312221 | Time: 1192.83 ms [2021-12-04 23:21:44 main:574] : INFO : Epoch 1728 | loss: 0.031224 | val_loss: 0.0312214 | Time: 1188.01 ms [2021-12-04 23:21:45 main:574] : INFO : Epoch 1729 | loss: 0.0312231 | val_loss: 0.0312219 | Time: 1193.15 ms [2021-12-04 23:21:46 main:574] : INFO : Epoch 1730 | loss: 0.031223 | val_loss: 0.0312231 | Time: 1188.76 ms [2021-12-04 23:21:48 main:574] : INFO : Epoch 1731 | loss: 0.0312228 | val_loss: 0.0312217 | Time: 1186.65 ms [2021-12-04 23:21:49 main:574] : INFO : Epoch 1732 | loss: 0.0312225 | val_loss: 0.0312228 | Time: 1187.41 ms [2021-12-04 23:21:50 main:574] : INFO : Epoch 1733 | loss: 0.0312228 | val_loss: 0.0312213 | Time: 1189.43 ms [2021-12-04 23:21:51 main:574] : INFO : Epoch 1734 | loss: 0.031223 | val_loss: 0.0312227 | Time: 1189.83 ms [2021-12-04 23:21:52 main:574] : INFO : Epoch 1735 | loss: 0.0312248 | val_loss: 0.0312221 | Time: 1203.68 ms [2021-12-04 23:21:54 main:574] : INFO : Epoch 1736 | loss: 0.0312236 | val_loss: 0.0312212 | Time: 1199.81 ms [2021-12-04 23:21:55 main:574] : INFO : Epoch 1737 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 1192.13 ms [2021-12-04 23:21:56 main:574] : INFO : Epoch 1738 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 1205.77 ms [2021-12-04 23:21:57 main:574] : INFO : Epoch 1739 | loss: 0.0312226 | val_loss: 0.031221 | Time: 1198.71 ms [2021-12-04 23:21:58 main:574] : INFO : Epoch 1740 | loss: 0.0312222 | val_loss: 0.0312211 | Time: 1196 ms [2021-12-04 23:22:00 main:574] : INFO : Epoch 1741 | loss: 0.0312224 | val_loss: 0.0312213 | Time: 1192.44 ms [2021-12-04 23:22:01 main:574] : INFO : Epoch 1742 | loss: 0.0312228 | val_loss: 0.0312218 | Time: 1197.74 ms [2021-12-04 23:22:02 main:574] : INFO : Epoch 1743 | loss: 0.0312232 | val_loss: 0.0312214 | Time: 1195.44 ms [2021-12-04 23:22:03 main:574] : INFO : Epoch 1744 | loss: 0.0312229 | val_loss: 0.031221 | Time: 1185.13 ms [2021-12-04 23:22:04 main:574] : INFO : Epoch 1745 | loss: 0.0312233 | val_loss: 0.0312228 | Time: 1192.85 ms [2021-12-04 23:22:06 main:574] : INFO : Epoch 1746 | loss: 0.031223 | val_loss: 0.0312237 | Time: 1187.15 ms [2021-12-04 23:22:07 main:574] : INFO : Epoch 1747 | loss: 0.0312242 | val_loss: 0.031221 | Time: 1197.79 ms [2021-12-04 23:22:08 main:574] : INFO : Epoch 1748 | loss: 0.0312228 | val_loss: 0.0312209 | Time: 1191.84 ms [2021-12-04 23:22:09 main:574] : INFO : Epoch 1749 | loss: 0.0312225 | val_loss: 0.0312214 | Time: 1186.36 ms [2021-12-04 23:22:10 main:574] : INFO : Epoch 1750 | loss: 0.0312225 | val_loss: 0.0312206 | Time: 1193.89 ms [2021-12-04 23:22:12 main:574] : INFO : Epoch 1751 | loss: 0.0312232 | val_loss: 0.0312217 | Time: 1197.55 ms [2021-12-04 23:22:13 main:574] : INFO : Epoch 1752 | loss: 0.0312233 | val_loss: 0.0312214 | Time: 1199.15 ms [2021-12-04 23:22:14 main:574] : INFO : Epoch 1753 | loss: 0.0312229 | val_loss: 0.0312213 | Time: 1201.34 ms [2021-12-04 23:22:15 main:574] : INFO : Epoch 1754 | loss: 0.0312223 | val_loss: 0.031221 | Time: 1196.99 ms [2021-12-04 23:22:16 main:574] : INFO : Epoch 1755 | loss: 0.0312224 | val_loss: 0.0312208 | Time: 1192.5 ms [2021-12-04 23:22:18 main:574] : INFO : Epoch 1756 | loss: 0.0312235 | val_loss: 0.0312216 | Time: 1200.89 ms [2021-12-04 23:22:19 main:574] : INFO : Epoch 1757 | loss: 0.0312236 | val_loss: 0.031221 | Time: 1203.79 ms [2021-12-04 23:22:20 main:574] : INFO : Epoch 1758 | loss: 0.0312232 | val_loss: 0.0312207 | Time: 1203.87 ms [2021-12-04 23:22:21 main:574] : INFO : Epoch 1759 | loss: 0.031223 | val_loss: 0.0312216 | Time: 1197.28 ms [2021-12-04 23:22:22 main:574] : INFO : Epoch 1760 | loss: 0.0312228 | val_loss: 0.0312208 | Time: 1199.23 ms [2021-12-04 23:22:24 main:574] : INFO : Epoch 1761 | loss: 0.0312228 | val_loss: 0.0312256 | Time: 1202.34 ms [2021-12-04 23:22:25 main:574] : INFO : Epoch 1762 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 1197.48 ms [2021-12-04 23:22:26 main:574] : INFO : Epoch 1763 | loss: 0.0312233 | val_loss: 0.0312207 | Time: 1197.38 ms [2021-12-04 23:22:27 main:574] : INFO : Epoch 1764 | loss: 0.0312233 | val_loss: 0.0312212 | Time: 1202.98 ms [2021-12-04 23:22:28 main:574] : INFO : Epoch 1765 | loss: 0.0312239 | val_loss: 0.031222 | Time: 1203.1 ms [2021-12-04 23:22:30 main:574] : INFO : Epoch 1766 | loss: 0.031223 | val_loss: 0.0312222 | Time: 1197.89 ms [2021-12-04 23:22:31 main:574] : INFO : Epoch 1767 | loss: 0.0312229 | val_loss: 0.0312211 | Time: 1200.36 ms [2021-12-04 23:22:32 main:574] : INFO : Epoch 1768 | loss: 0.0312228 | val_loss: 0.031222 | Time: 1198.36 ms [2021-12-04 23:22:33 main:574] : INFO : Epoch 1769 | loss: 0.0312229 | val_loss: 0.0312206 | Time: 1188.31 ms [2021-12-04 23:22:34 main:574] : INFO : Epoch 1770 | loss: 0.0312222 | val_loss: 0.0312208 | Time: 1187.47 ms [2021-12-04 23:22:36 main:574] : INFO : Epoch 1771 | loss: 0.0312232 | val_loss: 0.0312216 | Time: 1197.54 ms [2021-12-04 23:22:37 main:574] : INFO : Epoch 1772 | loss: 0.0312238 | val_loss: 0.0312245 | Time: 1193 ms [2021-12-04 23:22:38 main:574] : INFO : Epoch 1773 | loss: 0.031224 | val_loss: 0.0312215 | Time: 1192.52 ms [2021-12-04 23:22:39 main:574] : INFO : Epoch 1774 | loss: 0.0312231 | val_loss: 0.0312226 | Time: 1190.46 ms [2021-12-04 23:22:40 main:574] : INFO : Epoch 1775 | loss: 0.0312233 | val_loss: 0.0312258 | Time: 1186.85 ms [2021-12-04 23:22:42 main:574] : INFO : Epoch 1776 | loss: 0.031227 | val_loss: 0.0312232 | Time: 1194.64 ms [2021-12-04 23:22:43 main:574] : INFO : Epoch 1777 | loss: 0.0312242 | val_loss: 0.031224 | Time: 1185.42 ms [2021-12-04 23:22:44 main:574] : INFO : Epoch 1778 | loss: 0.0312229 | val_loss: 0.0312217 | Time: 1195.27 ms [2021-12-04 23:22:45 main:574] : INFO : Epoch 1779 | loss: 0.0312224 | val_loss: 0.0312213 | Time: 1190.33 ms [2021-12-04 23:22:46 main:574] : INFO : Epoch 1780 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 1193.05 ms [2021-12-04 23:22:47 main:574] : INFO : Epoch 1781 | loss: 0.0312226 | val_loss: 0.031221 | Time: 1188.38 ms [2021-12-04 23:22:49 main:574] : INFO : Epoch 1782 | loss: 0.0312223 | val_loss: 0.031221 | Time: 1185.81 ms [2021-12-04 23:22:50 main:574] : INFO : Epoch 1783 | loss: 0.0312224 | val_loss: 0.0312208 | Time: 1189.99 ms [2021-12-04 23:22:51 main:574] : INFO : Epoch 1784 | loss: 0.031223 | val_loss: 0.0312218 | Time: 1191.19 ms [2021-12-04 23:22:52 main:574] : INFO : Epoch 1785 | loss: 0.031223 | val_loss: 0.0312213 | Time: 1190.55 ms [2021-12-04 23:22:53 main:574] : INFO : Epoch 1786 | loss: 0.0312223 | val_loss: 0.0312206 | Time: 1191.51 ms [2021-12-04 23:22:55 main:574] : INFO : Epoch 1787 | loss: 0.0312223 | val_loss: 0.0312208 | Time: 1186.91 ms [2021-12-04 23:22:56 main:574] : INFO : Epoch 1788 | loss: 0.0312225 | val_loss: 0.0312218 | Time: 1191.43 ms [2021-12-04 23:22:57 main:574] : INFO : Epoch 1789 | loss: 0.0312225 | val_loss: 0.0312207 | Time: 1186.89 ms [2021-12-04 23:22:58 main:574] : INFO : Epoch 1790 | loss: 0.0312233 | val_loss: 0.0312213 | Time: 1186.75 ms [2021-12-04 23:22:59 main:574] : INFO : Epoch 1791 | loss: 0.0312223 | val_loss: 0.0312224 | Time: 1191.83 ms [2021-12-04 23:23:01 main:574] : INFO : Epoch 1792 | loss: 0.0312232 | val_loss: 0.0312217 | Time: 1192.61 ms [2021-12-04 23:23:02 main:574] : INFO : Epoch 1793 | loss: 0.0312227 | val_loss: 0.0312212 | Time: 1194.54 ms [2021-12-04 23:23:03 main:574] : INFO : Epoch 1794 | loss: 0.0312222 | val_loss: 0.031221 | Time: 1206.08 ms [2021-12-04 23:23:04 main:574] : INFO : Epoch 1795 | loss: 0.0312219 | val_loss: 0.031221 | Time: 1204.49 ms [2021-12-04 23:23:05 main:574] : INFO : Epoch 1796 | loss: 0.0312234 | val_loss: 0.0312263 | Time: 1191.08 ms [2021-12-04 23:23:07 main:574] : INFO : Epoch 1797 | loss: 0.0312259 | val_loss: 0.0312232 | Time: 1193.18 ms [2021-12-04 23:23:08 main:574] : INFO : Epoch 1798 | loss: 0.0312268 | val_loss: 0.0312276 | Time: 1193.63 ms [2021-12-04 23:23:09 main:574] : INFO : Epoch 1799 | loss: 0.0312242 | val_loss: 0.0312209 | Time: 1192.61 ms [2021-12-04 23:23:10 main:574] : INFO : Epoch 1800 | loss: 0.0312228 | val_loss: 0.031221 | Time: 1196.03 ms [2021-12-04 23:23:11 main:574] : INFO : Epoch 1801 | loss: 0.0312227 | val_loss: 0.0312211 | Time: 1199.56 ms [2021-12-04 23:23:13 main:574] : INFO : Epoch 1802 | loss: 0.0312227 | val_loss: 0.0312214 | Time: 1195.1 ms [2021-12-04 23:23:14 main:574] : INFO : Epoch 1803 | loss: 0.0312245 | val_loss: 0.0312217 | Time: 1196.41 ms [2021-12-04 23:23:15 main:574] : INFO : Epoch 1804 | loss: 0.031223 | val_loss: 0.0312239 | Time: 1189.97 ms [2021-12-04 23:23:16 main:574] : INFO : Epoch 1805 | loss: 0.0312245 | val_loss: 0.0312207 | Time: 1195.85 ms [2021-12-04 23:23:17 main:574] : INFO : Epoch 1806 | loss: 0.0312222 | val_loss: 0.0312206 | Time: 1181.92 ms [2021-12-04 23:23:19 main:574] : INFO : Epoch 1807 | loss: 0.0312226 | val_loss: 0.0312229 | Time: 1193.48 ms [2021-12-04 23:23:20 main:574] : INFO : Epoch 1808 | loss: 0.0312226 | val_loss: 0.0312216 | Time: 1186.45 ms [2021-12-04 23:23:21 main:574] : INFO : Epoch 1809 | loss: 0.0312235 | val_loss: 0.0312212 | Time: 1194.85 ms [2021-12-04 23:23:22 main:574] : INFO : Epoch 1810 | loss: 0.0312229 | val_loss: 0.0312221 | Time: 1192.35 ms [2021-12-04 23:23:23 main:574] : INFO : Epoch 1811 | loss: 0.0312233 | val_loss: 0.0312207 | Time: 1201.82 ms [2021-12-04 23:23:25 main:574] : INFO : Epoch 1812 | loss: 0.031222 | val_loss: 0.0312219 | Time: 1195.76 ms [2021-12-04 23:23:26 main:574] : INFO : Epoch 1813 | loss: 0.0312229 | val_loss: 0.0312233 | Time: 1201.79 ms [2021-12-04 23:23:27 main:574] : INFO : Epoch 1814 | loss: 0.0312223 | val_loss: 0.0312207 | Time: 1193.7 ms [2021-12-04 23:23:28 main:574] : INFO : Epoch 1815 | loss: 0.0312219 | val_loss: 0.0312206 | Time: 1191.09 ms [2021-12-04 23:23:29 main:574] : INFO : Epoch 1816 | loss: 0.0312227 | val_loss: 0.0312215 | Time: 1192.95 ms [2021-12-04 23:23:31 main:574] : INFO : Epoch 1817 | loss: 0.0312226 | val_loss: 0.031222 | Time: 1188.52 ms [2021-12-04 23:23:32 main:574] : INFO : Epoch 1818 | loss: 0.0312235 | val_loss: 0.0312245 | Time: 1186.81 ms [2021-12-04 23:23:33 main:574] : INFO : Epoch 1819 | loss: 0.0312231 | val_loss: 0.0312213 | Time: 1188.65 ms [2021-12-04 23:23:34 main:574] : INFO : Epoch 1820 | loss: 0.0312226 | val_loss: 0.0312208 | Time: 1190.94 ms [2021-12-04 23:23:35 main:574] : INFO : Epoch 1821 | loss: 0.0312226 | val_loss: 0.0312212 | Time: 1192.74 ms [2021-12-04 23:23:36 main:574] : INFO : Epoch 1822 | loss: 0.0312228 | val_loss: 0.0312205 | Time: 1191.03 ms [2021-12-04 23:23:38 main:574] : INFO : Epoch 1823 | loss: 0.0312219 | val_loss: 0.0312211 | Time: 1195.74 ms [2021-12-04 23:23:39 main:574] : INFO : Epoch 1824 | loss: 0.0312221 | val_loss: 0.031221 | Time: 1196.45 ms [2021-12-04 23:23:40 main:574] : INFO : Epoch 1825 | loss: 0.0312221 | val_loss: 0.0312212 | Time: 1198.02 ms [2021-12-04 23:23:41 main:574] : INFO : Epoch 1826 | loss: 0.0312243 | val_loss: 0.0312217 | Time: 1191.03 ms [2021-12-04 23:23:42 main:574] : INFO : Epoch 1827 | loss: 0.0312232 | val_loss: 0.0312224 | Time: 1200.67 ms [2021-12-04 23:23:44 main:574] : INFO : Epoch 1828 | loss: 0.0312233 | val_loss: 0.0312211 | Time: 1190.17 ms [2021-12-04 23:23:45 main:574] : INFO : Epoch 1829 | loss: 0.0312244 | val_loss: 0.0312264 | Time: 1194.62 ms [2021-12-04 23:23:46 main:574] : INFO : Epoch 1830 | loss: 0.031223 | val_loss: 0.0312209 | Time: 1194.79 ms [2021-12-04 23:23:47 main:574] : INFO : Epoch 1831 | loss: 0.0312224 | val_loss: 0.031222 | Time: 1198.52 ms [2021-12-04 23:23:48 main:574] : INFO : Epoch 1832 | loss: 0.0312232 | val_loss: 0.031221 | Time: 1193.51 ms [2021-12-04 23:23:50 main:574] : INFO : Epoch 1833 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 1198.83 ms [2021-12-04 23:23:51 main:574] : INFO : Epoch 1834 | loss: 0.0312229 | val_loss: 0.0312227 | Time: 1194.76 ms [2021-12-04 23:23:52 main:574] : INFO : Epoch 1835 | loss: 0.0312228 | val_loss: 0.0312248 | Time: 1195.95 ms [2021-12-04 23:23:53 main:574] : INFO : Epoch 1836 | loss: 0.0312241 | val_loss: 0.0312235 | Time: 1204.09 ms [2021-12-04 23:23:54 main:574] : INFO : Epoch 1837 | loss: 0.0312261 | val_loss: 0.0312215 | Time: 1195.68 ms [2021-12-04 23:23:56 main:574] : INFO : Epoch 1838 | loss: 0.0312228 | val_loss: 0.0312208 | Time: 1200.81 ms [2021-12-04 23:23:57 main:574] : INFO : Epoch 1839 | loss: 0.0312231 | val_loss: 0.0312211 | Time: 1199.71 ms [2021-12-04 23:23:58 main:574] : INFO : Epoch 1840 | loss: 0.0312225 | val_loss: 0.0312216 | Time: 1195.02 ms [2021-12-04 23:23:59 main:574] : INFO : Epoch 1841 | loss: 0.0312226 | val_loss: 0.0312226 | Time: 1189.78 ms [2021-12-04 23:24:00 main:574] : INFO : Epoch 1842 | loss: 0.0312224 | val_loss: 0.0312205 | Time: 1190.09 ms [2021-12-04 23:24:02 main:574] : INFO : Epoch 1843 | loss: 0.0312232 | val_loss: 0.0312204 | Time: 1197.54 ms [2021-12-04 23:24:03 main:574] : INFO : Epoch 1844 | loss: 0.0312219 | val_loss: 0.0312202 | Time: 1190.81 ms [2021-12-04 23:24:04 main:574] : INFO : Epoch 1845 | loss: 0.0312221 | val_loss: 0.0312204 | Time: 1198.92 ms [2021-12-04 23:24:05 main:574] : INFO : Epoch 1846 | loss: 0.0312232 | val_loss: 0.0312213 | Time: 1197.15 ms [2021-12-04 23:24:06 main:574] : INFO : Epoch 1847 | loss: 0.0312234 | val_loss: 0.0312228 | Time: 1195.21 ms [2021-12-04 23:24:08 main:574] : INFO : Epoch 1848 | loss: 0.0312228 | val_loss: 0.0312212 | Time: 1203.41 ms [2021-12-04 23:24:09 main:574] : INFO : Epoch 1849 | loss: 0.031222 | val_loss: 0.0312204 | Time: 1198.82 ms [2021-12-04 23:24:10 main:574] : INFO : Epoch 1850 | loss: 0.0312226 | val_loss: 0.0312229 | Time: 1196.94 ms [2021-12-04 23:24:11 main:574] : INFO : Epoch 1851 | loss: 0.0312233 | val_loss: 0.0312267 | Time: 1187.35 ms [2021-12-04 23:24:12 main:574] : INFO : Epoch 1852 | loss: 0.0312239 | val_loss: 0.0312211 | Time: 1195.78 ms [2021-12-04 23:24:14 main:574] : INFO : Epoch 1853 | loss: 0.0312222 | val_loss: 0.0312208 | Time: 1200.54 ms [2021-12-04 23:24:15 main:574] : INFO : Epoch 1854 | loss: 0.031223 | val_loss: 0.0312213 | Time: 1203.08 ms [2021-12-04 23:24:16 main:574] : INFO : Epoch 1855 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 1192.22 ms [2021-12-04 23:24:17 main:574] : INFO : Epoch 1856 | loss: 0.0312226 | val_loss: 0.0312205 | Time: 1195.42 ms [2021-12-04 23:24:18 main:574] : INFO : Epoch 1857 | loss: 0.031223 | val_loss: 0.0312203 | Time: 1195.66 ms [2021-12-04 23:24:20 main:574] : INFO : Epoch 1858 | loss: 0.0312223 | val_loss: 0.0312214 | Time: 1191.95 ms [2021-12-04 23:24:21 main:574] : INFO : Epoch 1859 | loss: 0.0312237 | val_loss: 0.0312262 | Time: 1193.89 ms [2021-12-04 23:24:22 main:574] : INFO : Epoch 1860 | loss: 0.0312234 | val_loss: 0.0312209 | Time: 1200.73 ms [2021-12-04 23:24:23 main:574] : INFO : Epoch 1861 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 1186.23 ms [2021-12-04 23:24:24 main:574] : INFO : Epoch 1862 | loss: 0.0312228 | val_loss: 0.0312268 | Time: 1194.58 ms [2021-12-04 23:24:26 main:574] : INFO : Epoch 1863 | loss: 0.0312242 | val_loss: 0.0312215 | Time: 1199.24 ms [2021-12-04 23:24:27 main:574] : INFO : Epoch 1864 | loss: 0.0312234 | val_loss: 0.0312207 | Time: 1191.26 ms [2021-12-04 23:24:28 main:574] : INFO : Epoch 1865 | loss: 0.0312234 | val_loss: 0.0312211 | Time: 1193.88 ms [2021-12-04 23:24:29 main:574] : INFO : Epoch 1866 | loss: 0.031222 | val_loss: 0.031221 | Time: 1195.45 ms [2021-12-04 23:24:30 main:574] : INFO : Epoch 1867 | loss: 0.0312224 | val_loss: 0.0312208 | Time: 1192.8 ms [2021-12-04 23:24:32 main:574] : INFO : Epoch 1868 | loss: 0.0312225 | val_loss: 0.0312211 | Time: 1192.49 ms [2021-12-04 23:24:33 main:574] : INFO : Epoch 1869 | loss: 0.031222 | val_loss: 0.0312205 | Time: 1196.28 ms [2021-12-04 23:24:34 main:574] : INFO : Epoch 1870 | loss: 0.0312218 | val_loss: 0.0312205 | Time: 1198.18 ms [2021-12-04 23:24:35 main:574] : INFO : Epoch 1871 | loss: 0.0312219 | val_loss: 0.0312217 | Time: 1189.74 ms [2021-12-04 23:24:36 main:574] : INFO : Epoch 1872 | loss: 0.0312222 | val_loss: 0.0312204 | Time: 1191.95 ms [2021-12-04 23:24:38 main:574] : INFO : Epoch 1873 | loss: 0.0312227 | val_loss: 0.0312214 | Time: 1201.12 ms [2021-12-04 23:24:39 main:574] : INFO : Epoch 1874 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 1196.95 ms [2021-12-04 23:24:40 main:574] : INFO : Epoch 1875 | loss: 0.0312233 | val_loss: 0.0312248 | Time: 1198.67 ms [2021-12-04 23:24:41 main:574] : INFO : Epoch 1876 | loss: 0.0312236 | val_loss: 0.0312206 | Time: 1207.72 ms [2021-12-04 23:24:42 main:574] : INFO : Epoch 1877 | loss: 0.0312218 | val_loss: 0.0312207 | Time: 1191.08 ms [2021-12-04 23:24:44 main:574] : INFO : Epoch 1878 | loss: 0.0312222 | val_loss: 0.0312209 | Time: 1199.74 ms [2021-12-04 23:24:45 main:574] : INFO : Epoch 1879 | loss: 0.0312219 | val_loss: 0.0312207 | Time: 1205.56 ms [2021-12-04 23:24:46 main:574] : INFO : Epoch 1880 | loss: 0.031222 | val_loss: 0.0312206 | Time: 1197.87 ms [2021-12-04 23:24:47 main:574] : INFO : Epoch 1881 | loss: 0.0312221 | val_loss: 0.0312203 | Time: 1191.22 ms [2021-12-04 23:24:48 main:574] : INFO : Epoch 1882 | loss: 0.0312221 | val_loss: 0.0312206 | Time: 1195.42 ms [2021-12-04 23:24:50 main:574] : INFO : Epoch 1883 | loss: 0.0312232 | val_loss: 0.031224 | Time: 1195.71 ms [2021-12-04 23:24:51 main:574] : INFO : Epoch 1884 | loss: 0.0312226 | val_loss: 0.0312202 | Time: 1188.28 ms [2021-12-04 23:24:52 main:574] : INFO : Epoch 1885 | loss: 0.0312219 | val_loss: 0.0312208 | Time: 1201.76 ms [2021-12-04 23:24:53 main:574] : INFO : Epoch 1886 | loss: 0.0312233 | val_loss: 0.0312204 | Time: 1200 ms [2021-12-04 23:24:54 main:574] : INFO : Epoch 1887 | loss: 0.031222 | val_loss: 0.031221 | Time: 1201.76 ms [2021-12-04 23:24:56 main:574] : INFO : Epoch 1888 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 1203.71 ms [2021-12-04 23:24:57 main:574] : INFO : Epoch 1889 | loss: 0.0312225 | val_loss: 0.0312217 | Time: 1195.19 ms [2021-12-04 23:24:58 main:574] : INFO : Epoch 1890 | loss: 0.0312233 | val_loss: 0.0312213 | Time: 1195.34 ms [2021-12-04 23:24:59 main:574] : INFO : Epoch 1891 | loss: 0.031223 | val_loss: 0.031224 | Time: 1192.06 ms [2021-12-04 23:25:00 main:574] : INFO : Epoch 1892 | loss: 0.0312226 | val_loss: 0.0312232 | Time: 1196.89 ms [2021-12-04 23:25:02 main:574] : INFO : Epoch 1893 | loss: 0.0312224 | val_loss: 0.0312205 | Time: 1198.56 ms [2021-12-04 23:25:03 main:574] : INFO : Epoch 1894 | loss: 0.0312228 | val_loss: 0.0312204 | Time: 1190.7 ms [2021-12-04 23:25:04 main:574] : INFO : Epoch 1895 | loss: 0.031222 | val_loss: 0.0312218 | Time: 1189.51 ms [2021-12-04 23:25:05 main:574] : INFO : Epoch 1896 | loss: 0.0312226 | val_loss: 0.0312209 | Time: 1195.96 ms [2021-12-04 23:25:06 main:574] : INFO : Epoch 1897 | loss: 0.0312223 | val_loss: 0.0312209 | Time: 1194.92 ms [2021-12-04 23:25:08 main:574] : INFO : Epoch 1898 | loss: 0.031224 | val_loss: 0.031222 | Time: 1193.76 ms [2021-12-04 23:25:09 main:574] : INFO : Epoch 1899 | loss: 0.0312227 | val_loss: 0.0312206 | Time: 1188.41 ms [2021-12-04 23:25:10 main:574] : INFO : Epoch 1900 | loss: 0.0312226 | val_loss: 0.0312208 | Time: 1196.74 ms [2021-12-04 23:25:11 main:574] : INFO : Epoch 1901 | loss: 0.0312227 | val_loss: 0.0312215 | Time: 1191.78 ms [2021-12-04 23:25:12 main:574] : INFO : Epoch 1902 | loss: 0.0312222 | val_loss: 0.0312207 | Time: 1187.74 ms [2021-12-04 23:25:13 main:574] : INFO : Epoch 1903 | loss: 0.0312223 | val_loss: 0.0312209 | Time: 1194.43 ms [2021-12-04 23:25:15 main:574] : INFO : Epoch 1904 | loss: 0.0312224 | val_loss: 0.0312248 | Time: 1197.99 ms [2021-12-04 23:25:16 main:574] : INFO : Epoch 1905 | loss: 0.0312231 | val_loss: 0.031221 | Time: 1191.78 ms [2021-12-04 23:25:17 main:574] : INFO : Epoch 1906 | loss: 0.0312221 | val_loss: 0.0312216 | Time: 1184.83 ms [2021-12-04 23:25:18 main:574] : INFO : Epoch 1907 | loss: 0.0312219 | val_loss: 0.0312208 | Time: 1188.81 ms [2021-12-04 23:25:19 main:574] : INFO : Epoch 1908 | loss: 0.0312218 | val_loss: 0.031221 | Time: 1198.02 ms [2021-12-04 23:25:21 main:574] : INFO : Epoch 1909 | loss: 0.0312219 | val_loss: 0.031221 | Time: 1190.98 ms [2021-12-04 23:25:22 main:574] : INFO : Epoch 1910 | loss: 0.0312219 | val_loss: 0.0312205 | Time: 1192.61 ms [2021-12-04 23:25:23 main:574] : INFO : Epoch 1911 | loss: 0.031222 | val_loss: 0.031221 | Time: 1191.93 ms [2021-12-04 23:25:24 main:574] : INFO : Epoch 1912 | loss: 0.0312225 | val_loss: 0.0312249 | Time: 1185.99 ms [2021-12-04 23:25:25 main:574] : INFO : Epoch 1913 | loss: 0.0312234 | val_loss: 0.0312202 | Time: 1186.85 ms [2021-12-04 23:25:27 main:574] : INFO : Epoch 1914 | loss: 0.0312223 | val_loss: 0.0312238 | Time: 1196.92 ms [2021-12-04 23:25:28 main:574] : INFO : Epoch 1915 | loss: 0.0312221 | val_loss: 0.0312208 | Time: 1206.67 ms [2021-12-04 23:25:29 main:574] : INFO : Epoch 1916 | loss: 0.0312219 | val_loss: 0.0312209 | Time: 1190.94 ms [2021-12-04 23:25:30 main:574] : INFO : Epoch 1917 | loss: 0.0312221 | val_loss: 0.0312204 | Time: 1190.38 ms [2021-12-04 23:25:31 main:574] : INFO : Epoch 1918 | loss: 0.031222 | val_loss: 0.0312205 | Time: 1193.2 ms [2021-12-04 23:25:33 main:574] : INFO : Epoch 1919 | loss: 0.0312226 | val_loss: 0.0312218 | Time: 1192.17 ms [2021-12-04 23:25:34 main:574] : INFO : Epoch 1920 | loss: 0.031223 | val_loss: 0.0312207 | Time: 1192.96 ms [2021-12-04 23:25:35 main:574] : INFO : Epoch 1921 | loss: 0.0312226 | val_loss: 0.0312225 | Time: 1193.08 ms [2021-12-04 23:25:36 main:574] : INFO : Epoch 1922 | loss: 0.0312234 | val_loss: 0.0312227 | Time: 1197.86 ms [2021-12-04 23:25:37 main:574] : INFO : Epoch 1923 | loss: 0.0312235 | val_loss: 0.0312234 | Time: 1197.08 ms [2021-12-04 23:25:39 main:574] : INFO : Epoch 1924 | loss: 0.0312242 | val_loss: 0.0312229 | Time: 1199.47 ms [2021-12-04 23:25:40 main:574] : INFO : Epoch 1925 | loss: 0.0312233 | val_loss: 0.0312241 | Time: 1189.33 ms [2021-12-04 23:25:41 main:574] : INFO : Epoch 1926 | loss: 0.0312236 | val_loss: 0.0312223 | Time: 1198.86 ms [2021-12-04 23:25:42 main:574] : INFO : Epoch 1927 | loss: 0.0312233 | val_loss: 0.0312227 | Time: 1200.18 ms [2021-12-04 23:25:43 main:574] : INFO : Epoch 1928 | loss: 0.0312246 | val_loss: 0.0312225 | Time: 1210.41 ms [2021-12-04 23:25:45 main:574] : INFO : Epoch 1929 | loss: 0.031224 | val_loss: 0.0312221 | Time: 1196.55 ms [2021-12-04 23:25:46 main:574] : INFO : Epoch 1930 | loss: 0.0312238 | val_loss: 0.0312256 | Time: 1193.11 ms [2021-12-04 23:25:47 main:574] : INFO : Epoch 1931 | loss: 0.0312239 | val_loss: 0.0312221 | Time: 1198.83 ms [2021-12-04 23:25:48 main:574] : INFO : Epoch 1932 | loss: 0.0312242 | val_loss: 0.0312269 | Time: 1190.34 ms [2021-12-04 23:25:49 main:574] : INFO : Epoch 1933 | loss: 0.0312241 | val_loss: 0.0312229 | Time: 1189.45 ms [2021-12-04 23:25:51 main:574] : INFO : Epoch 1934 | loss: 0.0312233 | val_loss: 0.0312227 | Time: 1200.94 ms [2021-12-04 23:25:52 main:574] : INFO : Epoch 1935 | loss: 0.0312232 | val_loss: 0.0312235 | Time: 1209.12 ms [2021-12-04 23:25:53 main:574] : INFO : Epoch 1936 | loss: 0.0312233 | val_loss: 0.0312222 | Time: 1198.51 ms [2021-12-04 23:25:54 main:574] : INFO : Epoch 1937 | loss: 0.0312232 | val_loss: 0.0312223 | Time: 1190.31 ms [2021-12-04 23:25:55 main:574] : INFO : Epoch 1938 | loss: 0.0312233 | val_loss: 0.0312216 | Time: 1191.84 ms [2021-12-04 23:25:57 main:574] : INFO : Epoch 1939 | loss: 0.0312236 | val_loss: 0.0312247 | Time: 1196.07 ms [2021-12-04 23:25:58 main:574] : INFO : Epoch 1940 | loss: 0.0312243 | val_loss: 0.0312237 | Time: 1199.66 ms [2021-12-04 23:25:59 main:574] : INFO : Epoch 1941 | loss: 0.0312297 | val_loss: 0.031227 | Time: 1194.55 ms [2021-12-04 23:26:00 main:574] : INFO : Epoch 1942 | loss: 0.0312263 | val_loss: 0.0312224 | Time: 1196.55 ms [2021-12-04 23:26:01 main:574] : INFO : Epoch 1943 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 1199.29 ms [2021-12-04 23:26:03 main:574] : INFO : Epoch 1944 | loss: 0.0312237 | val_loss: 0.0312228 | Time: 1197.4 ms [2021-12-04 23:26:04 main:574] : INFO : Epoch 1945 | loss: 0.0312232 | val_loss: 0.0312223 | Time: 1192.53 ms [2021-12-04 23:26:05 main:574] : INFO : Epoch 1946 | loss: 0.0312231 | val_loss: 0.0312269 | Time: 1194.43 ms [2021-12-04 23:26:06 main:574] : INFO : Epoch 1947 | loss: 0.0312241 | val_loss: 0.031223 | Time: 1193.32 ms [2021-12-04 23:26:07 main:574] : INFO : Epoch 1948 | loss: 0.0312236 | val_loss: 0.0312221 | Time: 1188.03 ms [2021-12-04 23:26:09 main:574] : INFO : Epoch 1949 | loss: 0.0312236 | val_loss: 0.0312234 | Time: 1200.68 ms [2021-12-04 23:26:10 main:574] : INFO : Epoch 1950 | loss: 0.031224 | val_loss: 0.0312222 | Time: 1185.81 ms [2021-12-04 23:26:11 main:574] : INFO : Epoch 1951 | loss: 0.0312234 | val_loss: 0.0312225 | Time: 1192.41 ms [2021-12-04 23:26:12 main:574] : INFO : Epoch 1952 | loss: 0.0312228 | val_loss: 0.0312225 | Time: 1194.45 ms [2021-12-04 23:26:13 main:574] : INFO : Epoch 1953 | loss: 0.0312245 | val_loss: 0.0312221 | Time: 1186.12 ms [2021-12-04 23:26:15 main:574] : INFO : Epoch 1954 | loss: 0.0312232 | val_loss: 0.0312234 | Time: 1204.41 ms [2021-12-04 23:26:16 main:574] : INFO : Epoch 1955 | loss: 0.0312228 | val_loss: 0.0312218 | Time: 1195.5 ms [2021-12-04 23:26:17 main:574] : INFO : Epoch 1956 | loss: 0.0312228 | val_loss: 0.0312225 | Time: 1198.58 ms [2021-12-04 23:26:18 main:574] : INFO : Epoch 1957 | loss: 0.0312237 | val_loss: 0.0312224 | Time: 1197.76 ms [2021-12-04 23:26:19 main:574] : INFO : Epoch 1958 | loss: 0.0312255 | val_loss: 0.0312271 | Time: 1202.23 ms [2021-12-04 23:26:21 main:574] : INFO : Epoch 1959 | loss: 0.0312238 | val_loss: 0.0312221 | Time: 1210.56 ms [2021-12-04 23:26:22 main:574] : INFO : Epoch 1960 | loss: 0.0312228 | val_loss: 0.0312226 | Time: 1204 ms [2021-12-04 23:26:23 main:574] : INFO : Epoch 1961 | loss: 0.0312229 | val_loss: 0.0312216 | Time: 1202.95 ms [2021-12-04 23:26:24 main:574] : INFO : Epoch 1962 | loss: 0.0312229 | val_loss: 0.0312223 | Time: 1199.95 ms [2021-12-04 23:26:25 main:574] : INFO : Epoch 1963 | loss: 0.0312271 | val_loss: 0.0312256 | Time: 1200.47 ms [2021-12-04 23:26:27 main:574] : INFO : Epoch 1964 | loss: 0.0312239 | val_loss: 0.031223 | Time: 1205.46 ms [2021-12-04 23:26:28 main:574] : INFO : Epoch 1965 | loss: 0.0312235 | val_loss: 0.031222 | Time: 1195.61 ms [2021-12-04 23:26:29 main:574] : INFO : Epoch 1966 | loss: 0.0312228 | val_loss: 0.0312227 | Time: 1195.93 ms [2021-12-04 23:26:30 main:574] : INFO : Epoch 1967 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 1196.22 ms [2021-12-04 23:26:31 main:574] : INFO : Epoch 1968 | loss: 0.0312226 | val_loss: 0.0312223 | Time: 1193.46 ms [2021-12-04 23:26:33 main:574] : INFO : Epoch 1969 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 1198.74 ms [2021-12-04 23:26:34 main:574] : INFO : Epoch 1970 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 1197.13 ms [2021-12-04 23:26:35 main:574] : INFO : Epoch 1971 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 1195.64 ms [2021-12-04 23:26:36 main:574] : INFO : Epoch 1972 | loss: 0.031225 | val_loss: 0.0312223 | Time: 1187.61 ms [2021-12-04 23:26:37 main:574] : INFO : Epoch 1973 | loss: 0.0312241 | val_loss: 0.0312239 | Time: 1192.41 ms [2021-12-04 23:26:39 main:574] : INFO : Epoch 1974 | loss: 0.0312223 | val_loss: 0.0312217 | Time: 1195.03 ms [2021-12-04 23:26:40 main:574] : INFO : Epoch 1975 | loss: 0.0312225 | val_loss: 0.0312218 | Time: 1198.42 ms [2021-12-04 23:26:41 main:574] : INFO : Epoch 1976 | loss: 0.0312231 | val_loss: 0.0312242 | Time: 1195.64 ms [2021-12-04 23:26:42 main:574] : INFO : Epoch 1977 | loss: 0.0312228 | val_loss: 0.0312227 | Time: 1190.5 ms [2021-12-04 23:26:43 main:574] : INFO : Epoch 1978 | loss: 0.0312236 | val_loss: 0.0312219 | Time: 1207.03 ms [2021-12-04 23:26:45 main:574] : INFO : Epoch 1979 | loss: 0.0312227 | val_loss: 0.0312218 | Time: 1191.72 ms [2021-12-04 23:26:46 main:574] : INFO : Epoch 1980 | loss: 0.0312234 | val_loss: 0.0312228 | Time: 1204.49 ms [2021-12-04 23:26:47 main:574] : INFO : Epoch 1981 | loss: 0.0312226 | val_loss: 0.0312226 | Time: 1201.56 ms [2021-12-04 23:26:48 main:574] : INFO : Epoch 1982 | loss: 0.0312231 | val_loss: 0.0312237 | Time: 1199.82 ms [2021-12-04 23:26:49 main:574] : INFO : Epoch 1983 | loss: 0.0312234 | val_loss: 0.0312238 | Time: 1198.77 ms [2021-12-04 23:26:51 main:574] : INFO : Epoch 1984 | loss: 0.0312244 | val_loss: 0.0312226 | Time: 1200.33 ms [2021-12-04 23:26:52 main:574] : INFO : Epoch 1985 | loss: 0.0312225 | val_loss: 0.0312235 | Time: 1198.45 ms [2021-12-04 23:26:53 main:574] : INFO : Epoch 1986 | loss: 0.0312242 | val_loss: 0.0312219 | Time: 1197.09 ms [2021-12-04 23:26:54 main:574] : INFO : Epoch 1987 | loss: 0.0312227 | val_loss: 0.0312236 | Time: 1194.59 ms [2021-12-04 23:26:55 main:574] : INFO : Epoch 1988 | loss: 0.0312248 | val_loss: 0.0312241 | Time: 1193.66 ms [2021-12-04 23:26:57 main:574] : INFO : Epoch 1989 | loss: 0.0312234 | val_loss: 0.0312214 | Time: 1205.35 ms [2021-12-04 23:26:58 main:574] : INFO : Epoch 1990 | loss: 0.031222 | val_loss: 0.0312207 | Time: 1198.14 ms [2021-12-04 23:26:59 main:574] : INFO : Epoch 1991 | loss: 0.0312227 | val_loss: 0.0312236 | Time: 1201.89 ms [2021-12-04 23:27:00 main:574] : INFO : Epoch 1992 | loss: 0.031224 | val_loss: 0.0312213 | Time: 1199.15 ms [2021-12-04 23:27:01 main:574] : INFO : Epoch 1993 | loss: 0.0312234 | val_loss: 0.0312212 | Time: 1197.53 ms [2021-12-04 23:27:03 main:574] : INFO : Epoch 1994 | loss: 0.0312226 | val_loss: 0.0312205 | Time: 1198.48 ms [2021-12-04 23:27:04 main:574] : INFO : Epoch 1995 | loss: 0.0312224 | val_loss: 0.0312209 | Time: 1198.72 ms [2021-12-04 23:27:05 main:574] : INFO : Epoch 1996 | loss: 0.0312224 | val_loss: 0.0312205 | Time: 1206.63 ms [2021-12-04 23:27:06 main:574] : INFO : Epoch 1997 | loss: 0.0312224 | val_loss: 0.0312207 | Time: 1193.39 ms [2021-12-04 23:27:07 main:574] : INFO : Epoch 1998 | loss: 0.0312233 | val_loss: 0.0312209 | Time: 1196.58 ms [2021-12-04 23:27:09 main:574] : INFO : Epoch 1999 | loss: 0.0312236 | val_loss: 0.0312208 | Time: 1194.32 ms [2021-12-04 23:27:10 main:574] : INFO : Epoch 2000 | loss: 0.0312228 | val_loss: 0.0312209 | Time: 1190.72 ms [2021-12-04 23:27:11 main:574] : INFO : Epoch 2001 | loss: 0.0312224 | val_loss: 0.0312212 | Time: 1192.83 ms [2021-12-04 23:27:12 main:574] : INFO : Epoch 2002 | loss: 0.0312227 | val_loss: 0.0312216 | Time: 1196.15 ms [2021-12-04 23:27:13 main:574] : INFO : Epoch 2003 | loss: 0.0312227 | val_loss: 0.0312208 | Time: 1187.1 ms [2021-12-04 23:27:15 main:574] : INFO : Epoch 2004 | loss: 0.0312227 | val_loss: 0.0312215 | Time: 1186.35 ms [2021-12-04 23:27:16 main:574] : INFO : Epoch 2005 | loss: 0.0312236 | val_loss: 0.0312243 | Time: 1182.77 ms [2021-12-04 23:27:17 main:574] : INFO : Epoch 2006 | loss: 0.031224 | val_loss: 0.031221 | Time: 1185.87 ms [2021-12-04 23:27:18 main:574] : INFO : Epoch 2007 | loss: 0.0312236 | val_loss: 0.0312207 | Time: 1189.88 ms [2021-12-04 23:27:19 main:574] : INFO : Epoch 2008 | loss: 0.0312224 | val_loss: 0.0312206 | Time: 1190.58 ms [2021-12-04 23:27:20 main:574] : INFO : Epoch 2009 | loss: 0.0312231 | val_loss: 0.0312212 | Time: 1181.65 ms [2021-12-04 23:27:22 main:574] : INFO : Epoch 2010 | loss: 0.0312237 | val_loss: 0.0312242 | Time: 1186.44 ms [2021-12-04 23:27:23 main:574] : INFO : Epoch 2011 | loss: 0.0312227 | val_loss: 0.0312219 | Time: 1189.17 ms [2021-12-04 23:27:24 main:574] : INFO : Epoch 2012 | loss: 0.0312225 | val_loss: 0.0312199 | Time: 1185.48 ms [2021-12-04 23:27:25 main:574] : INFO : Epoch 2013 | loss: 0.0312216 | val_loss: 0.0312208 | Time: 1180.59 ms [2021-12-04 23:27:26 main:574] : INFO : Epoch 2014 | loss: 0.0312221 | val_loss: 0.0312227 | Time: 1186.92 ms [2021-12-04 23:27:28 main:574] : INFO : Epoch 2015 | loss: 0.0312224 | val_loss: 0.0312207 | Time: 1187.7 ms [2021-12-04 23:27:29 main:574] : INFO : Epoch 2016 | loss: 0.0312221 | val_loss: 0.0312203 | Time: 1199.03 ms [2021-12-04 23:27:30 main:574] : INFO : Epoch 2017 | loss: 0.0312217 | val_loss: 0.031221 | Time: 1190.74 ms [2021-12-04 23:27:31 main:574] : INFO : Epoch 2018 | loss: 0.0312233 | val_loss: 0.0312209 | Time: 1188.69 ms [2021-12-04 23:27:32 main:574] : INFO : Epoch 2019 | loss: 0.0312222 | val_loss: 0.0312203 | Time: 1193.64 ms [2021-12-04 23:27:34 main:574] : INFO : Epoch 2020 | loss: 0.0312221 | val_loss: 0.0312215 | Time: 1184.69 ms [2021-12-04 23:27:35 main:574] : INFO : Epoch 2021 | loss: 0.0312221 | val_loss: 0.0312201 | Time: 1204.13 ms [2021-12-04 23:27:36 main:574] : INFO : Epoch 2022 | loss: 0.0312219 | val_loss: 0.0312217 | Time: 1197.69 ms [2021-12-04 23:27:37 main:574] : INFO : Epoch 2023 | loss: 0.0312229 | val_loss: 0.0312221 | Time: 1195.61 ms [2021-12-04 23:27:38 main:574] : INFO : Epoch 2024 | loss: 0.0312224 | val_loss: 0.0312203 | Time: 1197.87 ms [2021-12-04 23:27:40 main:574] : INFO : Epoch 2025 | loss: 0.0312221 | val_loss: 0.0312202 | Time: 1207.02 ms [2021-12-04 23:27:41 main:574] : INFO : Epoch 2026 | loss: 0.0312231 | val_loss: 0.031221 | Time: 1204.2 ms [2021-12-04 23:27:42 main:574] : INFO : Epoch 2027 | loss: 0.0312227 | val_loss: 0.0312214 | Time: 1199.31 ms [2021-12-04 23:27:43 main:574] : INFO : Epoch 2028 | loss: 0.0312248 | val_loss: 0.0312208 | Time: 1207.67 ms [2021-12-04 23:27:44 main:574] : INFO : Epoch 2029 | loss: 0.0312229 | val_loss: 0.0312201 | Time: 1200.36 ms [2021-12-04 23:27:46 main:574] : INFO : Epoch 2030 | loss: 0.0312224 | val_loss: 0.0312204 | Time: 1194.61 ms [2021-12-04 23:27:47 main:574] : INFO : Epoch 2031 | loss: 0.0312222 | val_loss: 0.0312203 | Time: 1201.02 ms [2021-12-04 23:27:48 main:574] : INFO : Epoch 2032 | loss: 0.0312222 | val_loss: 0.0312213 | Time: 1200.63 ms [2021-12-04 23:27:49 main:574] : INFO : Epoch 2033 | loss: 0.0312229 | val_loss: 0.0312223 | Time: 1193.78 ms [2021-12-04 23:27:50 main:574] : INFO : Epoch 2034 | loss: 0.0312222 | val_loss: 0.0312205 | Time: 1195.25 ms [2021-12-04 23:27:52 main:574] : INFO : Epoch 2035 | loss: 0.0312219 | val_loss: 0.0312217 | Time: 1189.1 ms [2021-12-04 23:27:53 main:574] : INFO : Epoch 2036 | loss: 0.0312242 | val_loss: 0.0312207 | Time: 1194.34 ms [2021-12-04 23:27:54 main:574] : INFO : Epoch 2037 | loss: 0.0312251 | val_loss: 0.0312218 | Time: 1196.34 ms [2021-12-04 23:27:55 main:574] : INFO : Epoch 2038 | loss: 0.0312228 | val_loss: 0.0312205 | Time: 1193.43 ms [2021-12-04 23:27:56 main:574] : INFO : Epoch 2039 | loss: 0.0312239 | val_loss: 0.0312222 | Time: 1189.28 ms [2021-12-04 23:27:58 main:574] : INFO : Epoch 2040 | loss: 0.0312236 | val_loss: 0.0312224 | Time: 1186.46 ms [2021-12-04 23:27:59 main:574] : INFO : Epoch 2041 | loss: 0.031222 | val_loss: 0.0312205 | Time: 1196.33 ms [2021-12-04 23:28:00 main:574] : INFO : Epoch 2042 | loss: 0.031222 | val_loss: 0.0312201 | Time: 1195.36 ms [2021-12-04 23:28:01 main:574] : INFO : Epoch 2043 | loss: 0.0312221 | val_loss: 0.0312211 | Time: 1200.25 ms [2021-12-04 23:28:02 main:574] : INFO : Epoch 2044 | loss: 0.031222 | val_loss: 0.0312231 | Time: 1196.66 ms [2021-12-04 23:28:04 main:574] : INFO : Epoch 2045 | loss: 0.031223 | val_loss: 0.0312227 | Time: 1194.02 ms [2021-12-04 23:28:05 main:574] : INFO : Epoch 2046 | loss: 0.0312222 | val_loss: 0.0312206 | Time: 1205.34 ms [2021-12-04 23:28:06 main:574] : INFO : Epoch 2047 | loss: 0.0312228 | val_loss: 0.0312242 | Time: 1201.93 ms [2021-12-04 23:28:07 main:574] : INFO : Epoch 2048 | loss: 0.0312251 | val_loss: 0.0312217 | Time: 1193.3 ms [2021-12-04 23:28:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312217 [2021-12-04 23:28:07 main:603] : INFO : Saving end state to config to file [2021-12-04 23:28:07 main:608] : INFO : Success, exiting.. 23:28:07 (6948): 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)