Task 3870936
| Name | ParityModified-1611091904-15898-1_1 |
| Workunit | 2027373 |
| Created | 27 Jan 2021, 5:58:47 UTC |
| Sent | 27 Jan 2021, 6:00:47 UTC |
| Report deadline | 3 Feb 2021, 6:00:47 UTC |
| Received | 28 Jan 2021, 6:00:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6399 |
| Run time | 5 hours 7 min 45 sec |
| CPU time | 4 hours 10 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,131.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312169 | val_loss: 0.031219 | Time: 8972.5 ms
[2021-01-27 09:52:33 main:574] : INFO : Epoch 1543 | loss: 0.0312171 | val_loss: 0.0312189 | Time: 8958.32 ms
[2021-01-27 09:52:42 main:574] : INFO : Epoch 1544 | loss: 0.0312163 | val_loss: 0.0312186 | Time: 9028.24 ms
[2021-01-27 09:52:51 main:574] : INFO : Epoch 1545 | loss: 0.0312166 | val_loss: 0.0312188 | Time: 9004.65 ms
[2021-01-27 09:53:00 main:574] : INFO : Epoch 1546 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 9123.6 ms
[2021-01-27 09:53:09 main:574] : INFO : Epoch 1547 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 9086.96 ms
[2021-01-27 09:53:18 main:574] : INFO : Epoch 1548 | loss: 0.0312178 | val_loss: 0.0312196 | Time: 9045.32 ms
[2021-01-27 09:53:27 main:574] : INFO : Epoch 1549 | loss: 0.0312174 | val_loss: 0.0312188 | Time: 9055.9 ms
[2021-01-27 09:53:37 main:574] : INFO : Epoch 1550 | loss: 0.0312166 | val_loss: 0.0312185 | Time: 9020.87 ms
[2021-01-27 09:53:46 main:574] : INFO : Epoch 1551 | loss: 0.0312163 | val_loss: 0.0312184 | Time: 9029.75 ms
[2021-01-27 09:53:55 main:574] : INFO : Epoch 1552 | loss: 0.0312165 | val_loss: 0.0312185 | Time: 9067.79 ms
[2021-01-27 09:54:04 main:574] : INFO : Epoch 1553 | loss: 0.0312167 | val_loss: 0.0312184 | Time: 9083.2 ms
[2021-01-27 09:54:13 main:574] : INFO : Epoch 1554 | loss: 0.0312171 | val_loss: 0.031219 | Time: 9028.87 ms
[2021-01-27 09:54:22 main:574] : INFO : Epoch 1555 | loss: 0.0312173 | val_loss: 0.031219 | Time: 8967.86 ms
[2021-01-27 09:54:31 main:574] : INFO : Epoch 1556 | loss: 0.0312174 | val_loss: 0.0312194 | Time: 9079.33 ms
[2021-01-27 09:54:40 main:574] : INFO : Epoch 1557 | loss: 0.031218 | val_loss: 0.0312199 | Time: 8989.53 ms
[2021-01-27 09:54:49 main:574] : INFO : Epoch 1558 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 8988.13 ms
[2021-01-27 09:54:58 main:574] : INFO : Epoch 1559 | loss: 0.0312163 | val_loss: 0.0312183 | Time: 9012.13 ms
[2021-01-27 09:55:07 main:574] : INFO : Epoch 1560 | loss: 0.0312162 | val_loss: 0.0312188 | Time: 9038.57 ms
[2021-01-27 09:55:16 main:574] : INFO : Epoch 1561 | loss: 0.0312169 | val_loss: 0.0312188 | Time: 9029.52 ms
[2021-01-27 09:55:25 main:574] : INFO : Epoch 1562 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 9018.84 ms
[2021-01-27 09:55:34 main:574] : INFO : Epoch 1563 | loss: 0.0312165 | val_loss: 0.0312185 | Time: 8934.98 ms
[2021-01-27 09:55:43 main:574] : INFO : Epoch 1564 | loss: 0.0312166 | val_loss: 0.0312188 | Time: 9032.19 ms
[2021-01-27 09:55:52 main:574] : INFO : Epoch 1565 | loss: 0.0312182 | val_loss: 0.031222 | Time: 8996.33 ms
[2021-01-27 09:56:01 main:574] : INFO : Epoch 1566 | loss: 0.0312172 | val_loss: 0.0312197 | Time: 8991.78 ms
[2021-01-27 09:56:10 main:574] : INFO : Epoch 1567 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 9018.14 ms
[2021-01-27 09:56:19 main:574] : INFO : Epoch 1568 | loss: 0.0312164 | val_loss: 0.0312184 | Time: 9026.41 ms
[2021-01-27 09:56:28 main:574] : INFO : Epoch 1569 | loss: 0.0312164 | val_loss: 0.0312187 | Time: 9013.98 ms
[2021-01-27 09:56:37 main:574] : INFO : Epoch 1570 | loss: 0.0312163 | val_loss: 0.0312184 | Time: 9052.07 ms
[2021-01-27 09:56:46 main:574] : INFO : Epoch 1571 | loss: 0.0312164 | val_loss: 0.0312188 | Time: 8950.47 ms
[2021-01-27 09:56:55 main:574] : INFO : Epoch 1572 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 9016.4 ms
[2021-01-27 09:57:04 main:574] : INFO : Epoch 1573 | loss: 0.031217 | val_loss: 0.0312187 | Time: 8974.99 ms
[2021-01-27 09:57:13 main:574] : INFO : Epoch 1574 | loss: 0.0312179 | val_loss: 0.0312197 | Time: 9069.13 ms
[2021-01-27 09:57:22 main:574] : INFO : Epoch 1575 | loss: 0.0312176 | val_loss: 0.0312189 | Time: 9068.08 ms
[2021-01-27 09:57:31 main:574] : INFO : Epoch 1576 | loss: 0.0312169 | val_loss: 0.0312193 | Time: 9101.22 ms
[2021-01-27 09:57:40 main:574] : INFO : Epoch 1577 | loss: 0.0312164 | val_loss: 0.031219 | Time: 8953.95 ms
[2021-01-27 09:57:49 main:574] : INFO : Epoch 1578 | loss: 0.0312163 | val_loss: 0.0312184 | Time: 9006.08 ms
[2021-01-27 09:57:58 main:574] : INFO : Epoch 1579 | loss: 0.031218 | val_loss: 0.03122 | Time: 8993.64 ms
[2021-01-27 09:58:08 main:574] : INFO : Epoch 1580 | loss: 0.0312174 | val_loss: 0.0312187 | Time: 9027.59 ms
[2021-01-27 09:58:17 main:574] : INFO : Epoch 1581 | loss: 0.0312166 | val_loss: 0.0312184 | Time: 8987.28 ms
[2021-01-27 09:58:26 main:574] : INFO : Epoch 1582 | loss: 0.0312165 | val_loss: 0.0312189 | Time: 9025.93 ms
[2021-01-27 09:58:35 main:574] : INFO : Epoch 1583 | loss: 0.0312167 | val_loss: 0.0312189 | Time: 8999.41 ms
[2021-01-27 09:58:44 main:574] : INFO : Epoch 1584 | loss: 0.0312171 | val_loss: 0.0312205 | Time: 9000.2 ms
[2021-01-27 09:58:53 main:574] : INFO : Epoch 1585 | loss: 0.0312174 | val_loss: 0.0312199 | Time: 8984.94 ms
[2021-01-27 09:59:02 main:574] : INFO : Epoch 1586 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 8949.26 ms
[2021-01-27 09:59:11 main:574] : INFO : Epoch 1587 | loss: 0.0312178 | val_loss: 0.0312207 | Time: 9034.9 ms
[2021-01-27 09:59:20 main:574] : INFO : Epoch 1588 | loss: 0.0312174 | val_loss: 0.0312197 | Time: 9001.24 ms
[2021-01-27 09:59:29 main:574] : INFO : Epoch 1589 | loss: 0.031217 | val_loss: 0.0312186 | Time: 9036.75 ms
[2021-01-27 09:59:38 main:574] : INFO : Epoch 1590 | loss: 0.0312169 | val_loss: 0.0312188 | Time: 9007.24 ms
[2021-01-27 09:59:47 main:574] : INFO : Epoch 1591 | loss: 0.0312174 | val_loss: 0.0312189 | Time: 8987.03 ms
[2021-01-27 09:59:56 main:574] : INFO : Epoch 1592 | loss: 0.0312169 | val_loss: 0.0312193 | Time: 9023.92 ms
[2021-01-27 10:00:05 main:574] : INFO : Epoch 1593 | loss: 0.0312175 | val_loss: 0.0312206 | Time: 8993.6 ms
[2021-01-27 10:00:14 main:574] : INFO : Epoch 1594 | loss: 0.0312176 | val_loss: 0.0312221 | Time: 9044.37 ms
[2021-01-27 10:00:23 main:574] : INFO : Epoch 1595 | loss: 0.0312199 | val_loss: 0.0312207 | Time: 8988.13 ms
[2021-01-27 10:00:32 main:574] : INFO : Epoch 1596 | loss: 0.0312186 | val_loss: 0.0312189 | Time: 8970.28 ms
[2021-01-27 10:00:41 main:574] : INFO : Epoch 1597 | loss: 0.0312175 | val_loss: 0.0312192 | Time: 9020.26 ms
[2021-01-27 10:00:50 main:574] : INFO : Epoch 1598 | loss: 0.0312165 | val_loss: 0.0312183 | Time: 8946.05 ms
[2021-01-27 10:00:59 main:574] : INFO : Epoch 1599 | loss: 0.0312168 | val_loss: 0.031219 | Time: 8972.46 ms
[2021-01-27 10:01:08 main:574] : INFO : Epoch 1600 | loss: 0.0312168 | val_loss: 0.0312187 | Time: 9021.91 ms
[2021-01-27 10:01:17 main:574] : INFO : Epoch 1601 | loss: 0.0312164 | val_loss: 0.0312184 | Time: 9031.8 ms
[2021-01-27 10:01:26 main:574] : INFO : Epoch 1602 | loss: 0.0312165 | val_loss: 0.0312185 | Time: 9045.19 ms
[2021-01-27 10:01:35 main:574] : INFO : Epoch 1603 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 8989.18 ms
[2021-01-27 10:01:44 main:574] : INFO : Epoch 1604 | loss: 0.0312172 | val_loss: 0.0312193 | Time: 9035.15 ms
[2021-01-27 10:01:53 main:574] : INFO : Epoch 1605 | loss: 0.0312165 | val_loss: 0.0312193 | Time: 9058.55 ms
[2021-01-27 10:02:02 main:574] : INFO : Epoch 1606 | loss: 0.0312165 | val_loss: 0.0312188 | Time: 9068.42 ms
[2021-01-27 10:02:11 main:574] : INFO : Epoch 1607 | loss: 0.0312168 | val_loss: 0.0312195 | Time: 8982.42 ms
[2021-01-27 10:02:20 main:574] : INFO : Epoch 1608 | loss: 0.0312168 | val_loss: 0.03122 | Time: 9068.32 ms
[2021-01-27 10:02:29 main:574] : INFO : Epoch 1609 | loss: 0.0312171 | val_loss: 0.0312192 | Time: 9071.18 ms
[2021-01-27 10:02:38 main:574] : INFO : Epoch 1610 | loss: 0.0312172 | val_loss: 0.031219 | Time: 9040.39 ms
[2021-01-27 10:02:47 main:574] : INFO : Epoch 1611 | loss: 0.0312169 | val_loss: 0.0312192 | Time: 9027.25 ms
[2021-01-27 10:02:56 main:574] : INFO : Epoch 1612 | loss: 0.0312169 | val_loss: 0.0312186 | Time: 8977.38 ms
[2021-01-27 10:03:06 main:574] : INFO : Epoch 1613 | loss: 0.0312164 | val_loss: 0.0312203 | Time: 9089.65 ms
[2021-01-27 10:03:15 main:574] : INFO : Epoch 1614 | loss: 0.0312176 | val_loss: 0.0312197 | Time: 9034.24 ms
[2021-01-27 10:03:24 main:574] : INFO : Epoch 1615 | loss: 0.0312172 | val_loss: 0.0312187 | Time: 9102.68 ms
[2021-01-27 10:03:33 main:574] : INFO : Epoch 1616 | loss: 0.0312181 | val_loss: 0.0312211 | Time: 9077.21 ms
[2021-01-27 10:03:42 main:574] : INFO : Epoch 1617 | loss: 0.0312176 | val_loss: 0.0312189 | Time: 8993.06 ms
[2021-01-27 10:03:51 main:574] : INFO : Epoch 1618 | loss: 0.0312169 | val_loss: 0.0312196 | Time: 9014.56 ms
[2021-01-27 10:04:00 main:574] : INFO : Epoch 1619 | loss: 0.0312178 | val_loss: 0.0312191 | Time: 8994.69 ms
[2021-01-27 10:04:09 main:574] : INFO : Epoch 1620 | loss: 0.0312168 | val_loss: 0.0312185 | Time: 9083.49 ms
[2021-01-27 10:04:18 main:574] : INFO : Epoch 1621 | loss: 0.0312165 | val_loss: 0.0312188 | Time: 9030.89 ms
[2021-01-27 10:04:27 main:574] : INFO : Epoch 1622 | loss: 0.0312174 | val_loss: 0.0312213 | Time: 9014.32 ms
[2021-01-27 10:04:36 main:574] : INFO : Epoch 1623 | loss: 0.0312172 | val_loss: 0.0312191 | Time: 8968.5 ms
[2021-01-27 10:04:45 main:574] : INFO : Epoch 1624 | loss: 0.0312167 | val_loss: 0.0312185 | Time: 9063.15 ms
[2021-01-27 10:04:54 main:574] : INFO : Epoch 1625 | loss: 0.0312169 | val_loss: 0.0312208 | Time: 8941.24 ms
[2021-01-27 10:05:03 main:574] : INFO : Epoch 1626 | loss: 0.0312175 | val_loss: 0.0312196 | Time: 9034.66 ms
[2021-01-27 10:05:12 main:574] : INFO : Epoch 1627 | loss: 0.0312173 | val_loss: 0.0312185 | Time: 8943.33 ms
[2021-01-27 10:05:21 main:574] : INFO : Epoch 1628 | loss: 0.0312166 | val_loss: 0.0312186 | Time: 9043.21 ms
[2021-01-27 10:05:30 main:574] : INFO : Epoch 1629 | loss: 0.0312166 | val_loss: 0.031219 | Time: 9068.53 ms
[2021-01-27 10:05:39 main:574] : INFO : Epoch 1630 | loss: 0.0312169 | val_loss: 0.0312197 | Time: 9082.6 ms
[2021-01-27 10:05:48 main:574] : INFO : Epoch 1631 | loss: 0.0312169 | val_loss: 0.0312185 | Time: 9006.18 ms
[2021-01-27 10:05:57 main:574] : INFO : Epoch 1632 | loss: 0.0312167 | val_loss: 0.0312193 | Time: 9028.38 ms
[2021-01-27 10:06:06 main:574] : INFO : Epoch 1633 | loss: 0.0312165 | val_loss: 0.0312184 | Time: 9029.33 ms
[2021-01-27 10:06:15 main:574] : INFO : Epoch 1634 | loss: 0.0312165 | val_loss: 0.0312186 | Time: 8987.38 ms
[2021-01-27 10:06:25 main:574] : INFO : Epoch 1635 | loss: 0.031217 | val_loss: 0.0312188 | Time: 9084.61 ms
[2021-01-27 10:06:34 main:574] : INFO : Epoch 1636 | loss: 0.0312167 | val_loss: 0.0312184 | Time: 8988.65 ms
[2021-01-27 10:06:43 main:574] : INFO : Epoch 1637 | loss: 0.0312178 | val_loss: 0.0312193 | Time: 8980.99 ms
[2021-01-27 10:06:52 main:574] : INFO : Epoch 1638 | loss: 0.0312175 | val_loss: 0.0312204 | Time: 9022.88 ms
[2021-01-27 10:07:01 main:574] : INFO : Epoch 1639 | loss: 0.0312175 | val_loss: 0.0312213 | Time: 8983.03 ms
[2021-01-27 10:07:10 main:574] : INFO : Epoch 1640 | loss: 0.031217 | val_loss: 0.0312192 | Time: 8984.01 ms
[2021-01-27 10:07:19 main:574] : INFO : Epoch 1641 | loss: 0.0312171 | val_loss: 0.0312186 | Time: 9004.55 ms
[2021-01-27 10:07:28 main:574] : INFO : Epoch 1642 | loss: 0.0312164 | val_loss: 0.0312188 | Time: 8951.97 ms
[2021-01-27 10:07:37 main:574] : INFO : Epoch 1643 | loss: 0.0312168 | val_loss: 0.0312193 | Time: 9050.83 ms
[2021-01-27 10:07:46 main:574] : INFO : Epoch 1644 | loss: 0.0312165 | val_loss: 0.0312191 | Time: 9021.48 ms
[2021-01-27 10:07:55 main:574] : INFO : Epoch 1645 | loss: 0.0312185 | val_loss: 0.0312196 | Time: 8998.35 ms
[2021-01-27 10:08:04 main:574] : INFO : Epoch 1646 | loss: 0.0312183 | val_loss: 0.0312222 | Time: 8965.87 ms
[2021-01-27 10:08:13 main:574] : INFO : Epoch 1647 | loss: 0.0312182 | val_loss: 0.0312189 | Time: 9032.68 ms
[2021-01-27 10:08:22 main:574] : INFO : Epoch 1648 | loss: 0.0312167 | val_loss: 0.0312183 | Time: 9020 ms
[2021-01-27 10:08:31 main:574] : INFO : Epoch 1649 | loss: 0.0312165 | val_loss: 0.0312203 | Time: 9053.02 ms
[2021-01-27 10:08:40 main:574] : INFO : Epoch 1650 | loss: 0.0312168 | val_loss: 0.0312185 | Time: 9056.47 ms
[2021-01-27 10:08:49 main:574] : INFO : Epoch 1651 | loss: 0.0312173 | val_loss: 0.0312193 | Time: 9048.09 ms
[2021-01-27 10:08:58 main:574] : INFO : Epoch 1652 | loss: 0.0312179 | val_loss: 0.031219 | Time: 9100.08 ms
[2021-01-27 10:09:07 main:574] : INFO : Epoch 1653 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 8992.38 ms
[2021-01-27 10:09:16 main:574] : INFO : Epoch 1654 | loss: 0.0312165 | val_loss: 0.0312188 | Time: 8880.49 ms
[2021-01-27 10:09:25 main:574] : INFO : Epoch 1655 | loss: 0.0312165 | val_loss: 0.0312185 | Time: 9046.75 ms
[2021-01-27 10:09:34 main:574] : INFO : Epoch 1656 | loss: 0.0312166 | val_loss: 0.0312189 | Time: 9010.38 ms
[2021-01-27 10:09:43 main:574] : INFO : Epoch 1657 | loss: 0.0312163 | val_loss: 0.031219 | Time: 9048.18 ms
[2021-01-27 10:09:52 main:574] : INFO : Epoch 1658 | loss: 0.0312168 | val_loss: 0.0312191 | Time: 9032.92 ms
[2021-01-27 10:10:01 main:574] : INFO : Epoch 1659 | loss: 0.0312186 | val_loss: 0.03122 | Time: 8986.44 ms
[2021-01-27 10:10:10 main:574] : INFO : Epoch 1660 | loss: 0.031217 | val_loss: 0.0312187 | Time: 9012.09 ms
[2021-01-27 10:10:19 main:574] : INFO : Epoch 1661 | loss: 0.0312168 | val_loss: 0.0312201 | Time: 9049.02 ms
[2021-01-27 10:10:28 main:574] : INFO : Epoch 1662 | loss: 0.0312177 | val_loss: 0.0312187 | Time: 8993.59 ms
[2021-01-27 10:10:37 main:574] : INFO : Epoch 1663 | loss: 0.0312166 | val_loss: 0.0312184 | Time: 8991.57 ms
[2021-01-27 10:10:46 main:574] : INFO : Epoch 1664 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 8994.93 ms
[2021-01-27 10:10:55 main:574] : INFO : Epoch 1665 | loss: 0.0312164 | val_loss: 0.0312184 | Time: 9077.48 ms
[2021-01-27 10:11:04 main:574] : INFO : Epoch 1666 | loss: 0.0312173 | val_loss: 0.0312226 | Time: 8988.45 ms
[2021-01-27 10:11:13 main:574] : INFO : Epoch 1667 | loss: 0.0312186 | val_loss: 0.0312187 | Time: 9042.82 ms
[2021-01-27 10:11:23 main:574] : INFO : Epoch 1668 | loss: 0.0312165 | val_loss: 0.0312186 | Time: 9045.68 ms
[2021-01-27 10:11:32 main:574] : INFO : Epoch 1669 | loss: 0.0312165 | val_loss: 0.031219 | Time: 9038.27 ms
[2021-01-27 10:11:41 main:574] : INFO : Epoch 1670 | loss: 0.0312176 | val_loss: 0.0312203 | Time: 9028.4 ms
[2021-01-27 10:11:50 main:574] : INFO : Epoch 1671 | loss: 0.031217 | val_loss: 0.0312219 | Time: 9077.94 ms
[2021-01-27 10:11:59 main:574] : INFO : Epoch 1672 | loss: 0.0312201 | val_loss: 0.031221 | Time: 9012.78 ms
[2021-01-27 10:12:08 main:574] : INFO : Epoch 1673 | loss: 0.0312173 | val_loss: 0.0312201 | Time: 9063.09 ms
[2021-01-27 10:12:17 main:574] : INFO : Epoch 1674 | loss: 0.0312168 | val_loss: 0.0312186 | Time: 9048.32 ms
[2021-01-27 10:12:26 main:574] : INFO : Epoch 1675 | loss: 0.0312167 | val_loss: 0.0312188 | Time: 9035.46 ms
[2021-01-27 10:12:35 main:574] : INFO : Epoch 1676 | loss: 0.0312172 | val_loss: 0.0312199 | Time: 9062.7 ms
[2021-01-27 10:12:44 main:574] : INFO : Epoch 1677 | loss: 0.031217 | val_loss: 0.0312184 | Time: 9060.8 ms
[2021-01-27 10:12:53 main:574] : INFO : Epoch 1678 | loss: 0.0312168 | val_loss: 0.0312185 | Time: 9048.07 ms
[2021-01-27 10:13:02 main:574] : INFO : Epoch 1679 | loss: 0.0312165 | val_loss: 0.0312195 | Time: 9068 ms
[2021-01-27 10:13:11 main:574] : INFO : Epoch 1680 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 9017.11 ms
[2021-01-27 10:13:20 main:574] : INFO : Epoch 1681 | loss: 0.0312165 | val_loss: 0.0312189 | Time: 8990.62 ms
[2021-01-27 10:13:29 main:574] : INFO : Epoch 1682 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 9032.59 ms
[2021-01-27 10:13:38 main:574] : INFO : Epoch 1683 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 8962 ms
[2021-01-27 10:13:47 main:574] : INFO : Epoch 1684 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 8967.7 ms
[2021-01-27 10:13:56 main:574] : INFO : Epoch 1685 | loss: 0.0312172 | val_loss: 0.031219 | Time: 9093.33 ms
[2021-01-27 10:14:05 main:574] : INFO : Epoch 1686 | loss: 0.0312172 | val_loss: 0.0312193 | Time: 8965.69 ms
[2021-01-27 10:14:14 main:574] : INFO : Epoch 1687 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 8916.72 ms
[2021-01-27 10:14:23 main:574] : INFO : Epoch 1688 | loss: 0.0312174 | val_loss: 0.031219 | Time: 9030.4 ms
[2021-01-27 10:14:32 main:574] : INFO : Epoch 1689 | loss: 0.0312185 | val_loss: 0.0312222 | Time: 8923.69 ms
[2021-01-27 10:14:41 main:574] : INFO : Epoch 1690 | loss: 0.031218 | val_loss: 0.031223 | Time: 9012.51 ms
[2021-01-27 10:14:50 main:574] : INFO : Epoch 1691 | loss: 0.0312176 | val_loss: 0.0312215 | Time: 9036.13 ms
[2021-01-27 10:14:59 main:574] : INFO : Epoch 1692 | loss: 0.0312175 | val_loss: 0.0312203 | Time: 9000.61 ms
[2021-01-27 10:15:08 main:574] : INFO : Epoch 1693 | loss: 0.0312172 | val_loss: 0.0312191 | Time: 9020 ms
[2021-01-27 10:15:17 main:574] : INFO : Epoch 1694 | loss: 0.0312176 | val_loss: 0.0312191 | Time: 9016.44 ms
[2021-01-27 10:15:26 main:574] : INFO : Epoch 1695 | loss: 0.0312168 | val_loss: 0.0312261 | Time: 9026.6 ms
[2021-01-27 10:15:35 main:574] : INFO : Epoch 1696 | loss: 0.0312191 | val_loss: 0.0312195 | Time: 8938.51 ms
[2021-01-27 10:15:44 main:574] : INFO : Epoch 1697 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 8998.45 ms
[2021-01-27 10:15:54 main:574] : INFO : Epoch 1698 | loss: 0.0312168 | val_loss: 0.0312187 | Time: 9043.95 ms
[2021-01-27 10:16:03 main:574] : INFO : Epoch 1699 | loss: 0.0312164 | val_loss: 0.0312186 | Time: 9085.76 ms
[2021-01-27 10:16:12 main:574] : INFO : Epoch 1700 | loss: 0.0312166 | val_loss: 0.0312186 | Time: 9080.02 ms
[2021-01-27 10:16:21 main:574] : INFO : Epoch 1701 | loss: 0.0312171 | val_loss: 0.0312195 | Time: 8970.42 ms
[2021-01-27 10:16:30 main:574] : INFO : Epoch 1702 | loss: 0.0312167 | val_loss: 0.0312201 | Time: 9008.29 ms
[2021-01-27 10:16:39 main:574] : INFO : Epoch 1703 | loss: 0.0312168 | val_loss: 0.0312191 | Time: 9058 ms
[2021-01-27 10:16:48 main:574] : INFO : Epoch 1704 | loss: 0.0312168 | val_loss: 0.0312189 | Time: 8963.09 ms
[2021-01-27 10:16:57 main:574] : INFO : Epoch 1705 | loss: 0.0312166 | val_loss: 0.0312188 | Time: 9012.12 ms
[2021-01-27 10:17:06 main:574] : INFO : Epoch 1706 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 9066.98 ms
[2021-01-27 10:17:15 main:574] : INFO : Epoch 1707 | loss: 0.0312168 | val_loss: 0.0312194 | Time: 9105.62 ms
[2021-01-27 10:17:24 main:574] : INFO : Epoch 1708 | loss: 0.031218 | val_loss: 0.0312265 | Time: 9012.33 ms
[2021-01-27 10:17:33 main:574] : INFO : Epoch 1709 | loss: 0.0312223 | val_loss: 0.0312192 | Time: 8993.52 ms
[2021-01-27 10:17:42 main:574] : INFO : Epoch 1710 | loss: 0.0312183 | val_loss: 0.0312185 | Time: 8967.65 ms
[2021-01-27 10:17:51 main:574] : INFO : Epoch 1711 | loss: 0.0312174 | val_loss: 0.0312189 | Time: 9016.2 ms
[2021-01-27 10:18:00 main:574] : INFO : Epoch 1712 | loss: 0.031217 | val_loss: 0.0312186 | Time: 8995.97 ms
[2021-01-27 10:18:09 main:574] : INFO : Epoch 1713 | loss: 0.0312186 | val_loss: 0.0312257 | Time: 9006.8 ms
[2021-01-27 10:18:18 main:574] : INFO : Epoch 1714 | loss: 0.0312199 | val_loss: 0.0312186 | Time: 8999.01 ms
[2021-01-27 10:18:27 main:574] : INFO : Epoch 1715 | loss: 0.0312178 | val_loss: 0.0312183 | Time: 9052.48 ms
[2021-01-27 10:18:36 main:574] : INFO : Epoch 1716 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 8958.39 ms
[2021-01-27 10:18:45 main:574] : INFO : Epoch 1717 | loss: 0.0312181 | val_loss: 0.0312194 | Time: 9030.54 ms
[2021-01-27 10:18:54 main:574] : INFO : Epoch 1718 | loss: 0.0312177 | val_loss: 0.0312252 | Time: 8952.34 ms
[2021-01-27 10:19:03 main:574] : INFO : Epoch 1719 | loss: 0.0312184 | val_loss: 0.03122 | Time: 9011.33 ms
[2021-01-27 10:19:12 main:574] : INFO : Epoch 1720 | loss: 0.031218 | val_loss: 0.0312187 | Time: 9029.31 ms
[2021-01-27 10:19:21 main:574] : INFO : Epoch 1721 | loss: 0.0312178 | val_loss: 0.0312213 | Time: 9123.12 ms
[2021-01-27 10:19:30 main:574] : INFO : Epoch 1722 | loss: 0.0312172 | val_loss: 0.0312192 | Time: 9058.51 ms
[2021-01-27 10:19:39 main:574] : INFO : Epoch 1723 | loss: 0.0312164 | val_loss: 0.0312187 | Time: 9020.66 ms
[2021-01-27 10:19:49 main:574] : INFO : Epoch 1724 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 9014.96 ms
[2021-01-27 10:19:58 main:574] : INFO : Epoch 1725 | loss: 0.0312166 | val_loss: 0.0312212 | Time: 9070.38 ms
[2021-01-27 10:20:07 main:574] : INFO : Epoch 1726 | loss: 0.0312177 | val_loss: 0.0312216 | Time: 9038.96 ms
[2021-01-27 10:20:16 main:574] : INFO : Epoch 1727 | loss: 0.0312215 | val_loss: 0.0312233 | Time: 9068.69 ms
[2021-01-27 10:20:25 main:574] : INFO : Epoch 1728 | loss: 0.0312191 | val_loss: 0.0312185 | Time: 9045.78 ms
[2021-01-27 10:20:34 main:574] : INFO : Epoch 1729 | loss: 0.0312177 | val_loss: 0.0312194 | Time: 9038.84 ms
[2021-01-27 10:20:43 main:574] : INFO : Epoch 1730 | loss: 0.0312174 | val_loss: 0.0312188 | Time: 8983.19 ms
[2021-01-27 10:20:52 main:574] : INFO : Epoch 1731 | loss: 0.0312167 | val_loss: 0.031219 | Time: 8938.74 ms
[2021-01-27 10:21:01 main:574] : INFO : Epoch 1732 | loss: 0.0312171 | val_loss: 0.0312186 | Time: 8968.6 ms
[2021-01-27 10:21:10 main:574] : INFO : Epoch 1733 | loss: 0.0312166 | val_loss: 0.0312197 | Time: 8975.78 ms
[2021-01-27 10:21:19 main:574] : INFO : Epoch 1734 | loss: 0.0312173 | val_loss: 0.0312199 | Time: 8994.38 ms
[2021-01-27 10:21:28 main:574] : INFO : Epoch 1735 | loss: 0.0312173 | val_loss: 0.0312186 | Time: 9042.81 ms
[2021-01-27 10:21:37 main:574] : INFO : Epoch 1736 | loss: 0.0312169 | val_loss: 0.0312188 | Time: 9094.45 ms
[2021-01-27 10:21:46 main:574] : INFO : Epoch 1737 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 8957.57 ms
[2021-01-27 10:21:55 main:574] : INFO : Epoch 1738 | loss: 0.0312174 | val_loss: 0.0312267 | Time: 8980.97 ms
[2021-01-27 10:22:04 main:574] : INFO : Epoch 1739 | loss: 0.03122 | val_loss: 0.0312189 | Time: 9011.86 ms
[2021-01-27 10:22:13 main:574] : INFO : Epoch 1740 | loss: 0.0312192 | val_loss: 0.0312241 | Time: 8907.59 ms
[2021-01-27 10:22:22 main:574] : INFO : Epoch 1741 | loss: 0.0312171 | val_loss: 0.0312192 | Time: 9046.11 ms
[2021-01-27 10:22:31 main:574] : INFO : Epoch 1742 | loss: 0.0312171 | val_loss: 0.0312191 | Time: 9059.39 ms
[2021-01-27 10:22:40 main:574] : INFO : Epoch 1743 | loss: 0.0312164 | val_loss: 0.0312183 | Time: 8990.7 ms
[2021-01-27 10:22:49 main:574] : INFO : Epoch 1744 | loss: 0.0312176 | val_loss: 0.0312203 | Time: 8998.2 ms
[2021-01-27 10:22:58 main:574] : INFO : Epoch 1745 | loss: 0.0312177 | val_loss: 0.031219 | Time: 9065.94 ms
[2021-01-27 10:23:07 main:574] : INFO : Epoch 1746 | loss: 0.0312167 | val_loss: 0.0312186 | Time: 9062.76 ms
[2021-01-27 10:23:16 main:574] : INFO : Epoch 1747 | loss: 0.0312165 | val_loss: 0.0312186 | Time: 9046.6 ms
[2021-01-27 10:23:25 main:574] : INFO : Epoch 1748 | loss: 0.0312175 | val_loss: 0.031219 | Time: 9053.67 ms
[2021-01-27 10:23:34 main:574] : INFO : Epoch 1749 | loss: 0.0312183 | val_loss: 0.0312185 | Time: 9007.95 ms
[2021-01-27 10:23:43 main:574] : INFO : Epoch 1750 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 9004.33 ms
[2021-01-27 10:23:52 main:574] : INFO : Epoch 1751 | loss: 0.031217 | val_loss: 0.0312183 | Time: 8967.9 ms
[2021-01-27 10:24:01 main:574] : INFO : Epoch 1752 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 9058.05 ms
[2021-01-27 10:24:10 main:574] : INFO : Epoch 1753 | loss: 0.0312174 | val_loss: 0.0312192 | Time: 9028.96 ms
[2021-01-27 10:24:20 main:574] : INFO : Epoch 1754 | loss: 0.0312196 | val_loss: 0.031222 | Time: 9024.64 ms
[2021-01-27 10:24:29 main:574] : INFO : Epoch 1755 | loss: 0.031217 | val_loss: 0.0312185 | Time: 8998.61 ms
[2021-01-27 10:24:38 main:574] : INFO : Epoch 1756 | loss: 0.0312191 | val_loss: 0.0312187 | Time: 9049.78 ms
[2021-01-27 10:24:47 main:574] : INFO : Epoch 1757 | loss: 0.0312209 | val_loss: 0.0312183 | Time: 8975.9 ms
[2021-01-27 10:24:56 main:574] : INFO : Epoch 1758 | loss: 0.031219 | val_loss: 0.0312199 | Time: 9001.08 ms
[2021-01-27 10:25:05 main:574] : INFO : Epoch 1759 | loss: 0.031217 | val_loss: 0.0312188 | Time: 9029.11 ms
[2021-01-27 10:25:14 main:574] : INFO : Epoch 1760 | loss: 0.0312165 | val_loss: 0.0312185 | Time: 8909.79 ms
[2021-01-27 10:25:23 main:574] : INFO : Epoch 1761 | loss: 0.0312168 | val_loss: 0.0312186 | Time: 9043.72 ms
[2021-01-27 10:25:32 main:574] : INFO : Epoch 1762 | loss: 0.0312168 | val_loss: 0.03122 | Time: 8974.8 ms
[2021-01-27 10:25:41 main:574] : INFO : Epoch 1763 | loss: 0.0312187 | val_loss: 0.0312197 | Time: 8995.05 ms
[2021-01-27 10:25:50 main:574] : INFO : Epoch 1764 | loss: 0.0312167 | val_loss: 0.0312194 | Time: 9014.82 ms
[2021-01-27 10:25:59 main:574] : INFO : Epoch 1765 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 9026.56 ms
[2021-01-27 10:26:08 main:574] : INFO : Epoch 1766 | loss: 0.0312166 | val_loss: 0.0312184 | Time: 9010.92 ms
[2021-01-27 10:26:17 main:574] : INFO : Epoch 1767 | loss: 0.0312169 | val_loss: 0.0312186 | Time: 9018.01 ms
[2021-01-27 10:26:26 main:574] : INFO : Epoch 1768 | loss: 0.0312165 | val_loss: 0.0312185 | Time: 9002.95 ms
[2021-01-27 10:26:35 main:574] : INFO : Epoch 1769 | loss: 0.0312167 | val_loss: 0.0312211 | Time: 9050.23 ms
[2021-01-27 10:26:44 main:574] : INFO : Epoch 1770 | loss: 0.0312171 | val_loss: 0.0312186 | Time: 8991.92 ms
[2021-01-27 10:26:53 main:574] : INFO : Epoch 1771 | loss: 0.0312165 | val_loss: 0.0312188 | Time: 9071.69 ms
[2021-01-27 10:27:02 main:574] : INFO : Epoch 1772 | loss: 0.0312174 | val_loss: 0.0312187 | Time: 9015.41 ms
[2021-01-27 10:27:11 main:574] : INFO : Epoch 1773 | loss: 0.0312172 | val_loss: 0.0312189 | Time: 8927.14 ms
[2021-01-27 10:27:20 main:574] : INFO : Epoch 1774 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 8966.31 ms
[2021-01-27 10:27:29 main:574] : INFO : Epoch 1775 | loss: 0.0312164 | val_loss: 0.0312193 | Time: 9042.91 ms
[2021-01-27 10:27:38 main:574] : INFO : Epoch 1776 | loss: 0.0312173 | val_loss: 0.0312208 | Time: 9064 ms
[2021-01-27 10:27:47 main:574] : INFO : Epoch 1777 | loss: 0.0312186 | val_loss: 0.0312189 | Time: 8984.71 ms
[2021-01-27 10:27:56 main:574] : INFO : Epoch 1778 | loss: 0.0312168 | val_loss: 0.0312186 | Time: 9021.67 ms
[2021-01-27 10:28:05 main:574] : INFO : Epoch 1779 | loss: 0.0312163 | val_loss: 0.0312192 | Time: 9027.69 ms
[2021-01-27 10:28:14 main:574] : INFO : Epoch 1780 | loss: 0.0312169 | val_loss: 0.0312191 | Time: 9088.41 ms
[2021-01-27 10:28:23 main:574] : INFO : Epoch 1781 | loss: 0.0312172 | val_loss: 0.0312185 | Time: 9034.28 ms
[2021-01-27 10:28:32 main:574] : INFO : Epoch 1782 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 9032.77 ms
[2021-01-27 10:28:41 main:574] : INFO : Epoch 1783 | loss: 0.0312172 | val_loss: 0.0312188 | Time: 9081.99 ms
[2021-01-27 10:28:51 main:574] : INFO : Epoch 1784 | loss: 0.0312168 | val_loss: 0.031219 | Time: 9056.86 ms
[2021-01-27 10:29:00 main:574] : INFO : Epoch 1785 | loss: 0.0312164 | val_loss: 0.0312186 | Time: 9053.78 ms
[2021-01-27 10:29:09 main:574] : INFO : Epoch 1786 | loss: 0.0312168 | val_loss: 0.031219 | Time: 8943.51 ms
[2021-01-27 10:29:18 main:574] : INFO : Epoch 1787 | loss: 0.031218 | val_loss: 0.0312207 | Time: 9036.87 ms
[2021-01-27 10:29:27 main:574] : INFO : Epoch 1788 | loss: 0.0312191 | val_loss: 0.0312191 | Time: 9000.32 ms
[2021-01-27 10:29:36 main:574] : INFO : Epoch 1789 | loss: 0.0312184 | val_loss: 0.031219 | Time: 9032.64 ms
[2021-01-27 10:29:45 main:574] : INFO : Epoch 1790 | loss: 0.0312182 | val_loss: 0.0312194 | Time: 8967.44 ms
[2021-01-27 10:29:54 main:574] : INFO : Epoch 1791 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 9006.67 ms
[2021-01-27 10:30:03 main:574] : INFO : Epoch 1792 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 9035.33 ms
[2021-01-27 10:30:12 main:574] : INFO : Epoch 1793 | loss: 0.0312167 | val_loss: 0.0312194 | Time: 9033.09 ms
[2021-01-27 10:30:21 main:574] : INFO : Epoch 1794 | loss: 0.0312168 | val_loss: 0.0312186 | Time: 9037.66 ms
[2021-01-27 10:30:30 main:574] : INFO : Epoch 1795 | loss: 0.0312169 | val_loss: 0.0312197 | Time: 9059.22 ms
[2021-01-27 10:30:39 main:574] : INFO : Epoch 1796 | loss: 0.0312175 | val_loss: 0.0312186 | Time: 9011.18 ms
[2021-01-27 10:30:48 main:574] : INFO : Epoch 1797 | loss: 0.0312173 | val_loss: 0.0312191 | Time: 8998.08 ms
[2021-01-27 10:30:57 main:574] : INFO : Epoch 1798 | loss: 0.0312175 | val_loss: 0.0312198 | Time: 9024.19 ms
[2021-01-27 10:31:06 main:574] : INFO : Epoch 1799 | loss: 0.031217 | val_loss: 0.0312186 | Time: 9019.67 ms
[2021-01-27 10:31:15 main:574] : INFO : Epoch 1800 | loss: 0.0312165 | val_loss: 0.0312194 | Time: 8982.14 ms
[2021-01-27 10:31:24 main:574] : INFO : Epoch 1801 | loss: 0.0312168 | val_loss: 0.0312213 | Time: 8966.86 ms
[2021-01-27 10:31:33 main:574] : INFO : Epoch 1802 | loss: 0.0312197 | val_loss: 0.0312239 | Time: 8994.66 ms
[2021-01-27 10:31:42 main:574] : INFO : Epoch 1803 | loss: 0.0312191 | val_loss: 0.0312191 | Time: 9016.32 ms
[2021-01-27 10:31:51 main:574] : INFO : Epoch 1804 | loss: 0.0312184 | val_loss: 0.0312189 | Time: 8990.92 ms
[2021-01-27 10:32:00 main:574] : INFO : Epoch 1805 | loss: 0.0312169 | val_loss: 0.0312188 | Time: 9007.61 ms
[2021-01-27 10:32:09 main:574] : INFO : Epoch 1806 | loss: 0.0312166 | val_loss: 0.0312189 | Time: 9067.2 ms
[2021-01-27 10:32:18 main:574] : INFO : Epoch 1807 | loss: 0.0312167 | val_loss: 0.0312199 | Time: 9026.36 ms
[2021-01-27 10:32:27 main:574] : INFO : Epoch 1808 | loss: 0.0312178 | val_loss: 0.0312185 | Time: 9052.31 ms
[2021-01-27 10:32:36 main:574] : INFO : Epoch 1809 | loss: 0.0312165 | val_loss: 0.0312213 | Time: 8940.9 ms
[2021-01-27 10:32:45 main:574] : INFO : Epoch 1810 | loss: 0.031217 | val_loss: 0.0312193 | Time: 9014.22 ms
[2021-01-27 10:32:54 main:574] : INFO : Epoch 1811 | loss: 0.0312167 | val_loss: 0.0312227 | Time: 9001.54 ms
[2021-01-27 10:33:03 main:574] : INFO : Epoch 1812 | loss: 0.0312171 | val_loss: 0.0312203 | Time: 9065.97 ms
[2021-01-27 10:33:12 main:574] : INFO : Epoch 1813 | loss: 0.0312166 | val_loss: 0.0312194 | Time: 9068.09 ms
[2021-01-27 10:33:21 main:574] : INFO : Epoch 1814 | loss: 0.031219 | val_loss: 0.0312276 | Time: 8992.69 ms
[2021-01-27 10:33:30 main:574] : INFO : Epoch 1815 | loss: 0.0312203 | val_loss: 0.0312199 | Time: 9038.8 ms
[2021-01-27 10:33:39 main:574] : INFO : Epoch 1816 | loss: 0.0312175 | val_loss: 0.0312187 | Time: 8986.54 ms
[2021-01-27 10:33:48 main:574] : INFO : Epoch 1817 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 8963.41 ms
[2021-01-27 10:33:57 main:574] : INFO : Epoch 1818 | loss: 0.0312172 | val_loss: 0.0312223 | Time: 9009.46 ms
[2021-01-27 10:34:07 main:574] : INFO : Epoch 1819 | loss: 0.0312182 | val_loss: 0.0312232 | Time: 9030.03 ms
[2021-01-27 10:34:16 main:574] : INFO : Epoch 1820 | loss: 0.0312178 | val_loss: 0.0312184 | Time: 9036.7 ms
[2021-01-27 10:34:25 main:574] : INFO : Epoch 1821 | loss: 0.0312169 | val_loss: 0.0312185 | Time: 8962.5 ms
[2021-01-27 10:34:34 main:574] : INFO : Epoch 1822 | loss: 0.0312187 | val_loss: 0.0312199 | Time: 9036.7 ms
[2021-01-27 10:34:43 main:574] : INFO : Epoch 1823 | loss: 0.0312177 | val_loss: 0.0312201 | Time: 9044.78 ms
[2021-01-27 10:34:52 main:574] : INFO : Epoch 1824 | loss: 0.0312181 | val_loss: 0.0312209 | Time: 9040.42 ms
[2021-01-27 10:35:01 main:574] : INFO : Epoch 1825 | loss: 0.031219 | val_loss: 0.0312208 | Time: 9119.39 ms
[2021-01-27 10:35:10 main:574] : INFO : Epoch 1826 | loss: 0.0312174 | val_loss: 0.0312193 | Time: 9021.38 ms
[2021-01-27 10:35:19 main:574] : INFO : Epoch 1827 | loss: 0.0312174 | val_loss: 0.0312199 | Time: 8980.65 ms
[2021-01-27 10:35:28 main:574] : INFO : Epoch 1828 | loss: 0.0312167 | val_loss: 0.0312189 | Time: 8985.52 ms
[2021-01-27 10:35:37 main:574] : INFO : Epoch 1829 | loss: 0.0312172 | val_loss: 0.0312188 | Time: 9048.46 ms
[2021-01-27 10:35:46 main:574] : INFO : Epoch 1830 | loss: 0.0312171 | val_loss: 0.0312194 | Time: 8993.97 ms
[2021-01-27 10:35:55 main:574] : INFO : Epoch 1831 | loss: 0.0312167 | val_loss: 0.0312199 | Time: 9106.22 ms
[2021-01-27 10:36:04 main:574] : INFO : Epoch 1832 | loss: 0.0312176 | val_loss: 0.0312189 | Time: 8990.22 ms
[2021-01-27 10:36:13 main:574] : INFO : Epoch 1833 | loss: 0.0312181 | val_loss: 0.0312233 | Time: 9090.69 ms
[2021-01-27 10:36:22 main:574] : INFO : Epoch 1834 | loss: 0.0312174 | val_loss: 0.0312226 | Time: 8986.27 ms
[2021-01-27 10:36:31 main:574] : INFO : Epoch 1835 | loss: 0.0312192 | val_loss: 0.0312207 | Time: 9026.11 ms
[2021-01-27 10:36:40 main:574] : INFO : Epoch 1836 | loss: 0.0312174 | val_loss: 0.0312189 | Time: 9009.48 ms
[2021-01-27 10:36:49 main:574] : INFO : Epoch 1837 | loss: 0.0312174 | val_loss: 0.0312205 | Time: 9069.7 ms
[2021-01-27 10:36:58 main:574] : INFO : Epoch 1838 | loss: 0.0312189 | val_loss: 0.0312244 | Time: 9051.23 ms
[2021-01-27 10:37:07 main:574] : INFO : Epoch 1839 | loss: 0.031219 | val_loss: 0.0312193 | Time: 9039.48 ms
[2021-01-27 10:37:17 main:574] : INFO : Epoch 1840 | loss: 0.0312177 | val_loss: 0.0312191 | Time: 9056.1 ms
[2021-01-27 10:37:26 main:574] : INFO : Epoch 1841 | loss: 0.0312188 | val_loss: 0.0312242 | Time: 9105.37 ms
[2021-01-27 10:37:35 main:574] : INFO : Epoch 1842 | loss: 0.0312182 | val_loss: 0.031219 | Time: 9069.48 ms
[2021-01-27 10:37:44 main:574] : INFO : Epoch 1843 | loss: 0.0312179 | val_loss: 0.0312256 | Time: 9018.81 ms
[2021-01-27 10:37:53 main:574] : INFO : Epoch 1844 | loss: 0.031218 | val_loss: 0.0312201 | Time: 9028.05 ms
[2021-01-27 10:38:02 main:574] : INFO : Epoch 1845 | loss: 0.0312168 | val_loss: 0.0312208 | Time: 9084.98 ms
[2021-01-27 10:38:11 main:574] : INFO : Epoch 1846 | loss: 0.0312176 | val_loss: 0.0312193 | Time: 9019.38 ms
[2021-01-27 10:38:20 main:574] : INFO : Epoch 1847 | loss: 0.031217 | val_loss: 0.0312185 | Time: 9027.53 ms
[2021-01-27 10:38:29 main:574] : INFO : Epoch 1848 | loss: 0.0312166 | val_loss: 0.0312194 | Time: 8983.98 ms
[2021-01-27 10:38:38 main:574] : INFO : Epoch 1849 | loss: 0.0312172 | val_loss: 0.0312209 | Time: 9066.21 ms
[2021-01-27 10:38:47 main:574] : INFO : Epoch 1850 | loss: 0.0312176 | val_loss: 0.0312187 | Time: 9007.64 ms
[2021-01-27 10:38:56 main:574] : INFO : Epoch 1851 | loss: 0.0312164 | val_loss: 0.0312198 | Time: 9024.24 ms
[2021-01-27 10:39:05 main:574] : INFO : Epoch 1852 | loss: 0.0312184 | val_loss: 0.0312202 | Time: 8991.89 ms
[2021-01-27 10:39:14 main:574] : INFO : Epoch 1853 | loss: 0.0312181 | val_loss: 0.0312199 | Time: 9056.83 ms
[2021-01-27 10:39:23 main:574] : INFO : Epoch 1854 | loss: 0.0312177 | val_loss: 0.0312194 | Time: 8991.98 ms
[2021-01-27 10:39:32 main:574] : INFO : Epoch 1855 | loss: 0.0312165 | val_loss: 0.0312189 | Time: 9004.1 ms
[2021-01-27 10:39:41 main:574] : INFO : Epoch 1856 | loss: 0.0312163 | val_loss: 0.0312193 | Time: 9017.24 ms
[2021-01-27 10:39:50 main:574] : INFO : Epoch 1857 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 9000.88 ms
[2021-01-27 10:39:59 main:574] : INFO : Epoch 1858 | loss: 0.0312181 | val_loss: 0.0312281 | Time: 8992.26 ms
[2021-01-27 10:40:08 main:574] : INFO : Epoch 1859 | loss: 0.0312193 | val_loss: 0.0312208 | Time: 9010.77 ms
[2021-01-27 10:40:17 main:574] : INFO : Epoch 1860 | loss: 0.0312189 | val_loss: 0.0312195 | Time: 9050.48 ms
[2021-01-27 10:40:26 main:574] : INFO : Epoch 1861 | loss: 0.031218 | val_loss: 0.0312204 | Time: 9015.31 ms
[2021-01-27 10:40:35 main:574] : INFO : Epoch 1862 | loss: 0.0312194 | val_loss: 0.0312187 | Time: 8945.32 ms
[2021-01-27 10:40:44 main:574] : INFO : Epoch 1863 | loss: 0.0312188 | val_loss: 0.0312191 | Time: 8947.96 ms
[2021-01-27 10:40:53 main:574] : INFO : Epoch 1864 | loss: 0.0312167 | val_loss: 0.0312186 | Time: 9029.91 ms
[2021-01-27 10:41:02 main:574] : INFO : Epoch 1865 | loss: 0.031217 | val_loss: 0.0312184 | Time: 9002.37 ms
[2021-01-27 10:41:11 main:574] : INFO : Epoch 1866 | loss: 0.0312168 | val_loss: 0.0312195 | Time: 9042.25 ms
[2021-01-27 10:41:21 main:574] : INFO : Epoch 1867 | loss: 0.0312173 | val_loss: 0.0312205 | Time: 9050.39 ms
[2021-01-27 10:41:30 main:574] : INFO : Epoch 1868 | loss: 0.0312175 | val_loss: 0.0312201 | Time: 8984.77 ms
[2021-01-27 10:41:39 main:574] : INFO : Epoch 1869 | loss: 0.0312185 | val_loss: 0.0312222 | Time: 8954.64 ms
[2021-01-27 10:41:48 main:574] : INFO : Epoch 1870 | loss: 0.0312198 | val_loss: 0.0312207 | Time: 8997.56 ms
[2021-01-27 10:41:57 main:574] : INFO : Epoch 1871 | loss: 0.0312186 | val_loss: 0.0312196 | Time: 8988.3 ms
[2021-01-27 10:42:06 main:574] : INFO : Epoch 1872 | loss: 0.0312178 | val_loss: 0.0312193 | Time: 9019.15 ms
[2021-01-27 10:42:15 main:574] : INFO : Epoch 1873 | loss: 0.0312171 | val_loss: 0.031219 | Time: 9020.93 ms
[2021-01-27 10:42:24 main:574] : INFO : Epoch 1874 | loss: 0.0312184 | val_loss: 0.0312187 | Time: 9035.4 ms
[2021-01-27 10:42:33 main:574] : INFO : Epoch 1875 | loss: 0.0312169 | val_loss: 0.0312193 | Time: 9081.45 ms
[2021-01-27 10:42:42 main:574] : INFO : Epoch 1876 | loss: 0.0312168 | val_loss: 0.0312186 | Time: 9010.47 ms
[2021-01-27 10:42:51 main:574] : INFO : Epoch 1877 | loss: 0.0312171 | val_loss: 0.0312199 | Time: 9038.41 ms
[2021-01-27 10:43:00 main:574] : INFO : Epoch 1878 | loss: 0.0312172 | val_loss: 0.0312195 | Time: 9042.82 ms
[2021-01-27 10:43:09 main:574] : INFO : Epoch 1879 | loss: 0.0312173 | val_loss: 0.0312197 | Time: 9036.98 ms
[2021-01-27 10:43:18 main:574] : INFO : Epoch 1880 | loss: 0.0312168 | val_loss: 0.0312211 | Time: 9041.93 ms
[2021-01-27 10:43:27 main:574] : INFO : Epoch 1881 | loss: 0.0312195 | val_loss: 0.0312191 | Time: 9080.21 ms
[2021-01-27 10:43:36 main:574] : INFO : Epoch 1882 | loss: 0.0312175 | val_loss: 0.0312199 | Time: 8981.99 ms
[2021-01-27 10:43:45 main:574] : INFO : Epoch 1883 | loss: 0.0312173 | val_loss: 0.0312199 | Time: 9035.54 ms
[2021-01-27 10:43:54 main:574] : INFO : Epoch 1884 | loss: 0.0312169 | val_loss: 0.0312191 | Time: 9028.71 ms
[2021-01-27 10:44:03 main:574] : INFO : Epoch 1885 | loss: 0.0312174 | val_loss: 0.031221 | Time: 8995.93 ms
[2021-01-27 10:44:12 main:574] : INFO : Epoch 1886 | loss: 0.0312176 | val_loss: 0.0312201 | Time: 9010.03 ms
[2021-01-27 10:44:21 main:574] : INFO : Epoch 1887 | loss: 0.0312186 | val_loss: 0.0312199 | Time: 9086.74 ms
[2021-01-27 10:44:30 main:574] : INFO : Epoch 1888 | loss: 0.031218 | val_loss: 0.0312194 | Time: 8991.86 ms
[2021-01-27 10:44:39 main:574] : INFO : Epoch 1889 | loss: 0.031218 | val_loss: 0.0312185 | Time: 9023.13 ms
[2021-01-27 10:44:48 main:574] : INFO : Epoch 1890 | loss: 0.031218 | val_loss: 0.031225 | Time: 9074.45 ms
[2021-01-27 10:44:58 main:574] : INFO : Epoch 1891 | loss: 0.0312181 | val_loss: 0.0312186 | Time: 9000.14 ms
[2021-01-27 10:45:07 main:574] : INFO : Epoch 1892 | loss: 0.0312177 | val_loss: 0.0312192 | Time: 9043.59 ms
[2021-01-27 10:45:16 main:574] : INFO : Epoch 1893 | loss: 0.0312168 | val_loss: 0.0312194 | Time: 9033.34 ms
[2021-01-27 10:45:25 main:574] : INFO : Epoch 1894 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 8978.79 ms
[2021-01-27 10:45:34 main:574] : INFO : Epoch 1895 | loss: 0.0312172 | val_loss: 0.0312222 | Time: 9055.04 ms
[2021-01-27 10:45:43 main:574] : INFO : Epoch 1896 | loss: 0.0312175 | val_loss: 0.0312185 | Time: 9031.07 ms
[2021-01-27 10:45:52 main:574] : INFO : Epoch 1897 | loss: 0.0312166 | val_loss: 0.0312185 | Time: 8960.36 ms
[2021-01-27 10:46:01 main:574] : INFO : Epoch 1898 | loss: 0.0312168 | val_loss: 0.0312195 | Time: 9016.65 ms
[2021-01-27 10:46:10 main:574] : INFO : Epoch 1899 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 9008.84 ms
[2021-01-27 10:46:19 main:574] : INFO : Epoch 1900 | loss: 0.0312183 | val_loss: 0.0312186 | Time: 9028.51 ms
[2021-01-27 10:46:28 main:574] : INFO : Epoch 1901 | loss: 0.0312175 | val_loss: 0.0312219 | Time: 9106.81 ms
[2021-01-27 10:46:37 main:574] : INFO : Epoch 1902 | loss: 0.0312195 | val_loss: 0.0312211 | Time: 9058.78 ms
[2021-01-27 10:46:46 main:574] : INFO : Epoch 1903 | loss: 0.0312184 | val_loss: 0.031221 | Time: 8959.31 ms
[2021-01-27 10:46:55 main:574] : INFO : Epoch 1904 | loss: 0.0312193 | val_loss: 0.0312196 | Time: 9001.12 ms
[2021-01-27 10:47:04 main:574] : INFO : Epoch 1905 | loss: 0.0312171 | val_loss: 0.0312215 | Time: 8975.14 ms
[2021-01-27 10:47:13 main:574] : INFO : Epoch 1906 | loss: 0.0312176 | val_loss: 0.0312193 | Time: 8932.79 ms
[2021-01-27 10:47:22 main:574] : INFO : Epoch 1907 | loss: 0.0312178 | val_loss: 0.0312207 | Time: 9002.33 ms
[2021-01-27 10:47:31 main:574] : INFO : Epoch 1908 | loss: 0.0312171 | val_loss: 0.0312263 | Time: 8937.8 ms
[2021-01-27 10:47:40 main:574] : INFO : Epoch 1909 | loss: 0.0312208 | val_loss: 0.0312219 | Time: 9014.98 ms
[2021-01-27 10:47:49 main:574] : INFO : Epoch 1910 | loss: 0.03122 | val_loss: 0.0312214 | Time: 9041.33 ms
[2021-01-27 10:47:58 main:574] : INFO : Epoch 1911 | loss: 0.0312181 | val_loss: 0.0312197 | Time: 9017.36 ms
[2021-01-27 10:48:07 main:574] : INFO : Epoch 1912 | loss: 0.0312168 | val_loss: 0.0312201 | Time: 9054.67 ms
[2021-01-27 10:48:16 main:574] : INFO : Epoch 1913 | loss: 0.0312182 | val_loss: 0.031221 | Time: 9121.28 ms
[2021-01-27 10:48:25 main:574] : INFO : Epoch 1914 | loss: 0.0312173 | val_loss: 0.0312184 | Time: 8970.5 ms
[2021-01-27 10:48:34 main:574] : INFO : Epoch 1915 | loss: 0.0312172 | val_loss: 0.0312184 | Time: 9075.57 ms
[2021-01-27 10:48:43 main:574] : INFO : Epoch 1916 | loss: 0.0312174 | val_loss: 0.0312193 | Time: 8993.4 ms
[2021-01-27 10:48:52 main:574] : INFO : Epoch 1917 | loss: 0.0312192 | val_loss: 0.0312185 | Time: 8988.72 ms
[2021-01-27 10:49:01 main:574] : INFO : Epoch 1918 | loss: 0.0312168 | val_loss: 0.031219 | Time: 9004.47 ms
[2021-01-27 10:49:10 main:574] : INFO : Epoch 1919 | loss: 0.0312169 | val_loss: 0.0312186 | Time: 9036.25 ms
[2021-01-27 10:49:19 main:574] : INFO : Epoch 1920 | loss: 0.0312173 | val_loss: 0.0312233 | Time: 9009.66 ms
[2021-01-27 10:49:28 main:574] : INFO : Epoch 1921 | loss: 0.0312189 | val_loss: 0.0312262 | Time: 8977.46 ms
[2021-01-27 10:49:37 main:574] : INFO : Epoch 1922 | loss: 0.0312194 | val_loss: 0.0312207 | Time: 9020.95 ms
[2021-01-27 10:49:47 main:574] : INFO : Epoch 1923 | loss: 0.0312184 | val_loss: 0.0312192 | Time: 9089.74 ms
[2021-01-27 10:49:56 main:574] : INFO : Epoch 1924 | loss: 0.0312177 | val_loss: 0.031221 | Time: 9038.75 ms
[2021-01-27 10:50:05 main:574] : INFO : Epoch 1925 | loss: 0.0312184 | val_loss: 0.0312196 | Time: 8956.6 ms
[2021-01-27 10:50:14 main:574] : INFO : Epoch 1926 | loss: 0.0312167 | val_loss: 0.0312185 | Time: 9008.64 ms
[2021-01-27 10:50:23 main:574] : INFO : Epoch 1927 | loss: 0.0312171 | val_loss: 0.0312199 | Time: 8929.48 ms
[2021-01-27 10:50:32 main:574] : INFO : Epoch 1928 | loss: 0.0312172 | val_loss: 0.0312195 | Time: 9009.85 ms
[2021-01-27 10:50:41 main:574] : INFO : Epoch 1929 | loss: 0.0312167 | val_loss: 0.03122 | Time: 8969.5 ms
[2021-01-27 10:50:50 main:574] : INFO : Epoch 1930 | loss: 0.0312166 | val_loss: 0.0312199 | Time: 8968.25 ms
[2021-01-27 10:50:59 main:574] : INFO : Epoch 1931 | loss: 0.0312178 | val_loss: 0.0312233 | Time: 9062.35 ms
[2021-01-27 10:51:08 main:574] : INFO : Epoch 1932 | loss: 0.0312176 | val_loss: 0.03122 | Time: 8962.61 ms
[2021-01-27 10:51:17 main:574] : INFO : Epoch 1933 | loss: 0.0312174 | val_loss: 0.0312205 | Time: 9081.86 ms
[2021-01-27 10:51:26 main:574] : INFO : Epoch 1934 | loss: 0.0312172 | val_loss: 0.0312189 | Time: 9097.91 ms
[2021-01-27 10:51:35 main:574] : INFO : Epoch 1935 | loss: 0.0312166 | val_loss: 0.0312192 | Time: 9035.26 ms
[2021-01-27 10:51:44 main:574] : INFO : Epoch 1936 | loss: 0.0312178 | val_loss: 0.0312185 | Time: 9011.24 ms
[2021-01-27 10:51:53 main:574] : INFO : Epoch 1937 | loss: 0.0312175 | val_loss: 0.0312206 | Time: 9029.56 ms
[2021-01-27 10:52:02 main:574] : INFO : Epoch 1938 | loss: 0.0312198 | val_loss: 0.0312232 | Time: 9008.96 ms
[2021-01-27 10:52:11 main:574] : INFO : Epoch 1939 | loss: 0.0312201 | val_loss: 0.0312199 | Time: 9053.38 ms
[2021-01-27 10:52:20 main:574] : INFO : Epoch 1940 | loss: 0.0312175 | val_loss: 0.0312186 | Time: 9067.64 ms
[2021-01-27 10:52:29 main:574] : INFO : Epoch 1941 | loss: 0.0312173 | val_loss: 0.0312193 | Time: 8953.89 ms
[2021-01-27 10:52:38 main:574] : INFO : Epoch 1942 | loss: 0.0312179 | val_loss: 0.0312239 | Time: 8991.04 ms
[2021-01-27 10:52:47 main:574] : INFO : Epoch 1943 | loss: 0.0312182 | val_loss: 0.0312185 | Time: 8997.32 ms
[2021-01-27 10:52:56 main:574] : INFO : Epoch 1944 | loss: 0.031217 | val_loss: 0.0312188 | Time: 9075.48 ms
[2021-01-27 10:53:05 main:574] : INFO : Epoch 1945 | loss: 0.0312179 | val_loss: 0.0312216 | Time: 9081.89 ms
[2021-01-27 10:53:14 main:574] : INFO : Epoch 1946 | loss: 0.0312185 | val_loss: 0.0312212 | Time: 9053.69 ms
[2021-01-27 10:53:23 main:574] : INFO : Epoch 1947 | loss: 0.0312183 | val_loss: 0.0312196 | Time: 9099.01 ms
[2021-01-27 10:53:33 main:574] : INFO : Epoch 1948 | loss: 0.0312167 | val_loss: 0.0312185 | Time: 9067.72 ms
[2021-01-27 10:53:42 main:574] : INFO : Epoch 1949 | loss: 0.0312173 | val_loss: 0.0312191 | Time: 9039.98 ms
[2021-01-27 10:53:51 main:574] : INFO : Epoch 1950 | loss: 0.0312172 | val_loss: 0.031219 | Time: 8962.81 ms
[2021-01-27 10:54:00 main:574] : INFO : Epoch 1951 | loss: 0.0312179 | val_loss: 0.0312191 | Time: 9074.71 ms
[2021-01-27 10:54:09 main:574] : INFO : Epoch 1952 | loss: 0.0312172 | val_loss: 0.0312203 | Time: 9029.72 ms
[2021-01-27 10:54:18 main:574] : INFO : Epoch 1953 | loss: 0.0312174 | val_loss: 0.0312186 | Time: 9036.94 ms
[2021-01-27 10:54:27 main:574] : INFO : Epoch 1954 | loss: 0.0312183 | val_loss: 0.0312275 | Time: 8960.44 ms
[2021-01-27 10:54:36 main:574] : INFO : Epoch 1955 | loss: 0.0312208 | val_loss: 0.0312199 | Time: 9003.17 ms
[2021-01-27 10:54:45 main:574] : INFO : Epoch 1956 | loss: 0.0312175 | val_loss: 0.0312204 | Time: 8997.57 ms
[2021-01-27 10:54:54 main:574] : INFO : Epoch 1957 | loss: 0.0312179 | val_loss: 0.0312212 | Time: 9069.84 ms
[2021-01-27 10:55:03 main:574] : INFO : Epoch 1958 | loss: 0.03122 | val_loss: 0.0312199 | Time: 9068.99 ms
[2021-01-27 10:55:12 main:574] : INFO : Epoch 1959 | loss: 0.0312195 | val_loss: 0.0312194 | Time: 9031.2 ms
[2021-01-27 10:55:21 main:574] : INFO : Epoch 1960 | loss: 0.0312179 | val_loss: 0.0312184 | Time: 8962.15 ms
[2021-01-27 10:55:30 main:574] : INFO : Epoch 1961 | loss: 0.0312184 | val_loss: 0.0312192 | Time: 8956.47 ms
[2021-01-27 10:55:39 main:574] : INFO : Epoch 1962 | loss: 0.0312167 | val_loss: 0.0312208 | Time: 8937.75 ms
[2021-01-27 10:55:48 main:574] : INFO : Epoch 1963 | loss: 0.0312183 | val_loss: 0.0312203 | Time: 8999.92 ms
[2021-01-27 10:55:57 main:574] : INFO : Epoch 1964 | loss: 0.0312187 | val_loss: 0.0312184 | Time: 9001.44 ms
[2021-01-27 10:56:06 main:574] : INFO : Epoch 1965 | loss: 0.0312174 | val_loss: 0.0312211 | Time: 9018.22 ms
[2021-01-27 10:56:15 main:574] : INFO : Epoch 1966 | loss: 0.031217 | val_loss: 0.0312212 | Time: 9051.08 ms
[2021-01-27 10:56:24 main:574] : INFO : Epoch 1967 | loss: 0.0312167 | val_loss: 0.0312201 | Time: 9051.56 ms
[2021-01-27 10:56:33 main:574] : INFO : Epoch 1968 | loss: 0.031217 | val_loss: 0.0312185 | Time: 9052.65 ms
[2021-01-27 10:56:42 main:574] : INFO : Epoch 1969 | loss: 0.0312167 | val_loss: 0.0312245 | Time: 9035.27 ms
[2021-01-27 10:56:51 main:574] : INFO : Epoch 1970 | loss: 0.031218 | val_loss: 0.0312206 | Time: 8995.86 ms
[2021-01-27 10:57:00 main:574] : INFO : Epoch 1971 | loss: 0.0312169 | val_loss: 0.0312213 | Time: 9053.76 ms
[2021-01-27 10:57:09 main:574] : INFO : Epoch 1972 | loss: 0.0312186 | val_loss: 0.0312286 | Time: 9050.42 ms
[2021-01-27 10:57:18 main:574] : INFO : Epoch 1973 | loss: 0.0312196 | val_loss: 0.0312189 | Time: 8986.26 ms
[2021-01-27 10:57:27 main:574] : INFO : Epoch 1974 | loss: 0.0312166 | val_loss: 0.031221 | Time: 9023.15 ms
[2021-01-27 10:57:36 main:574] : INFO : Epoch 1975 | loss: 0.0312191 | val_loss: 0.03122 | Time: 9002.73 ms
[2021-01-27 10:57:45 main:574] : INFO : Epoch 1976 | loss: 0.0312195 | val_loss: 0.0312191 | Time: 9019.83 ms
[2021-01-27 10:57:55 main:574] : INFO : Epoch 1977 | loss: 0.0312174 | val_loss: 0.0312213 | Time: 9066.8 ms
[2021-01-27 10:58:04 main:574] : INFO : Epoch 1978 | loss: 0.0312176 | val_loss: 0.0312215 | Time: 9044.78 ms
[2021-01-27 10:58:13 main:574] : INFO : Epoch 1979 | loss: 0.0312181 | val_loss: 0.0312206 | Time: 9071.13 ms
[2021-01-27 10:58:22 main:574] : INFO : Epoch 1980 | loss: 0.0312167 | val_loss: 0.0312191 | Time: 8986.16 ms
[2021-01-27 10:58:31 main:574] : INFO : Epoch 1981 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 9069.18 ms
[2021-01-27 10:58:40 main:574] : INFO : Epoch 1982 | loss: 0.0312173 | val_loss: 0.031219 | Time: 9029.7 ms
[2021-01-27 10:58:49 main:574] : INFO : Epoch 1983 | loss: 0.0312172 | val_loss: 0.0312208 | Time: 8983.29 ms
[2021-01-27 10:58:58 main:574] : INFO : Epoch 1984 | loss: 0.0312167 | val_loss: 0.0312206 | Time: 8936.14 ms
[2021-01-27 10:59:07 main:574] : INFO : Epoch 1985 | loss: 0.0312169 | val_loss: 0.0312192 | Time: 8979.62 ms
[2021-01-27 10:59:16 main:574] : INFO : Epoch 1986 | loss: 0.0312166 | val_loss: 0.0312185 | Time: 8993.03 ms
[2021-01-27 10:59:25 main:574] : INFO : Epoch 1987 | loss: 0.0312171 | val_loss: 0.0312214 | Time: 9033.38 ms
[2021-01-27 10:59:34 main:574] : INFO : Epoch 1988 | loss: 0.0312176 | val_loss: 0.0312196 | Time: 9032.48 ms
[2021-01-27 10:59:43 main:574] : INFO : Epoch 1989 | loss: 0.0312169 | val_loss: 0.031219 | Time: 9016.01 ms
[2021-01-27 10:59:52 main:574] : INFO : Epoch 1990 | loss: 0.0312169 | val_loss: 0.0312194 | Time: 9121.83 ms
[2021-01-27 11:00:01 main:574] : INFO : Epoch 1991 | loss: 0.0312187 | val_loss: 0.0312241 | Time: 8994.45 ms
[2021-01-27 11:00:10 main:574] : INFO : Epoch 1992 | loss: 0.0312181 | val_loss: 0.0312187 | Time: 8988.46 ms
[2021-01-27 11:00:19 main:574] : INFO : Epoch 1993 | loss: 0.031217 | val_loss: 0.0312185 | Time: 9017.16 ms
[2021-01-27 11:00:28 main:574] : INFO : Epoch 1994 | loss: 0.0312166 | val_loss: 0.031221 | Time: 9057.86 ms
[2021-01-27 11:00:37 main:574] : INFO : Epoch 1995 | loss: 0.0312167 | val_loss: 0.0312202 | Time: 8970.46 ms
[2021-01-27 11:00:46 main:574] : INFO : Epoch 1996 | loss: 0.0312176 | val_loss: 0.0312195 | Time: 9094.06 ms
[2021-01-27 11:00:55 main:574] : INFO : Epoch 1997 | loss: 0.0312194 | val_loss: 0.0312205 | Time: 8977.13 ms
[2021-01-27 11:01:04 main:574] : INFO : Epoch 1998 | loss: 0.0312185 | val_loss: 0.0312233 | Time: 9045.54 ms
[2021-01-27 11:01:13 main:574] : INFO : Epoch 1999 | loss: 0.0312192 | val_loss: 0.0312228 | Time: 9036.39 ms
[2021-01-27 11:01:22 main:574] : INFO : Epoch 2000 | loss: 0.0312174 | val_loss: 0.0312187 | Time: 9078.12 ms
[2021-01-27 11:01:32 main:574] : INFO : Epoch 2001 | loss: 0.031217 | val_loss: 0.0312239 | Time: 9056.48 ms
[2021-01-27 11:01:41 main:574] : INFO : Epoch 2002 | loss: 0.0312185 | val_loss: 0.0312186 | Time: 9038.78 ms
[2021-01-27 11:01:50 main:574] : INFO : Epoch 2003 | loss: 0.0312182 | val_loss: 0.0312215 | Time: 8996.56 ms
[2021-01-27 11:01:59 main:574] : INFO : Epoch 2004 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 9065.08 ms
[2021-01-27 11:02:08 main:574] : INFO : Epoch 2005 | loss: 0.0312185 | val_loss: 0.0312187 | Time: 9010.73 ms
[2021-01-27 11:02:17 main:574] : INFO : Epoch 2006 | loss: 0.0312172 | val_loss: 0.031219 | Time: 8943.58 ms
[2021-01-27 11:02:26 main:574] : INFO : Epoch 2007 | loss: 0.0312174 | val_loss: 0.0312198 | Time: 8989.82 ms
[2021-01-27 11:02:35 main:574] : INFO : Epoch 2008 | loss: 0.0312175 | val_loss: 0.0312191 | Time: 8980.34 ms
[2021-01-27 11:02:44 main:574] : INFO : Epoch 2009 | loss: 0.031217 | val_loss: 0.0312189 | Time: 8957.8 ms
[2021-01-27 11:02:53 main:574] : INFO : Epoch 2010 | loss: 0.0312179 | val_loss: 0.0312248 | Time: 9035.58 ms
[2021-01-27 11:03:02 main:574] : INFO : Epoch 2011 | loss: 0.0312205 | val_loss: 0.0312194 | Time: 9056.79 ms
[2021-01-27 11:03:11 main:574] : INFO : Epoch 2012 | loss: 0.0312181 | val_loss: 0.0312216 | Time: 8985.34 ms
[2021-01-27 11:03:20 main:574] : INFO : Epoch 2013 | loss: 0.0312177 | val_loss: 0.0312191 | Time: 9036.72 ms
[2021-01-27 11:03:29 main:574] : INFO : Epoch 2014 | loss: 0.0312174 | val_loss: 0.0312217 | Time: 8972.65 ms
[2021-01-27 11:03:38 main:574] : INFO : Epoch 2015 | loss: 0.031218 | val_loss: 0.0312186 | Time: 9009.11 ms
[2021-01-27 11:03:47 main:574] : INFO : Epoch 2016 | loss: 0.0312169 | val_loss: 0.031219 | Time: 9049.08 ms
[2021-01-27 11:03:56 main:574] : INFO : Epoch 2017 | loss: 0.0312167 | val_loss: 0.0312196 | Time: 9036.14 ms
[2021-01-27 11:04:05 main:574] : INFO : Epoch 2018 | loss: 0.031217 | val_loss: 0.031226 | Time: 9006.09 ms
[2021-01-27 11:04:14 main:574] : INFO : Epoch 2019 | loss: 0.0312187 | val_loss: 0.0312188 | Time: 9010.58 ms
[2021-01-27 11:04:23 main:574] : INFO : Epoch 2020 | loss: 0.0312175 | val_loss: 0.0312197 | Time: 9012.6 ms
[2021-01-27 11:04:32 main:574] : INFO : Epoch 2021 | loss: 0.0312165 | val_loss: 0.0312194 | Time: 9037.51 ms
[2021-01-27 11:04:41 main:574] : INFO : Epoch 2022 | loss: 0.0312164 | val_loss: 0.0312195 | Time: 8982.43 ms
[2021-01-27 11:04:50 main:574] : INFO : Epoch 2023 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 8999.85 ms
[2021-01-27 11:04:59 main:574] : INFO : Epoch 2024 | loss: 0.0312177 | val_loss: 0.0312212 | Time: 9002 ms
[2021-01-27 11:05:08 main:574] : INFO : Epoch 2025 | loss: 0.031217 | val_loss: 0.0312185 | Time: 8975.01 ms
[2021-01-27 11:05:17 main:574] : INFO : Epoch 2026 | loss: 0.0312164 | val_loss: 0.031219 | Time: 9050.01 ms
[2021-01-27 11:05:26 main:574] : INFO : Epoch 2027 | loss: 0.0312179 | val_loss: 0.0312191 | Time: 9011.06 ms
[2021-01-27 11:05:35 main:574] : INFO : Epoch 2028 | loss: 0.0312186 | val_loss: 0.0312185 | Time: 9027.75 ms
[2021-01-27 11:05:44 main:574] : INFO : Epoch 2029 | loss: 0.0312171 | val_loss: 0.0312209 | Time: 9023.69 ms
[2021-01-27 11:05:53 main:574] : INFO : Epoch 2030 | loss: 0.0312176 | val_loss: 0.0312199 | Time: 8987.45 ms
[2021-01-27 11:06:02 main:574] : INFO : Epoch 2031 | loss: 0.031217 | val_loss: 0.031219 | Time: 8947.53 ms
[2021-01-27 11:06:11 main:574] : INFO : Epoch 2032 | loss: 0.0312174 | val_loss: 0.0312256 | Time: 9015.63 ms
[2021-01-27 11:06:20 main:574] : INFO : Epoch 2033 | loss: 0.0312209 | val_loss: 0.0312197 | Time: 8995.94 ms
[2021-01-27 11:06:29 main:574] : INFO : Epoch 2034 | loss: 0.0312194 | val_loss: 0.0312193 | Time: 9028.08 ms
[2021-01-27 11:06:38 main:574] : INFO : Epoch 2035 | loss: 0.0312231 | val_loss: 0.0312242 | Time: 9046.3 ms
[2021-01-27 11:06:47 main:574] : INFO : Epoch 2036 | loss: 0.0312221 | val_loss: 0.0312232 | Time: 9051.17 ms
[2021-01-27 11:06:56 main:574] : INFO : Epoch 2037 | loss: 0.0312217 | val_loss: 0.0312224 | Time: 8963.56 ms
[2021-01-27 11:07:06 main:574] : INFO : Epoch 2038 | loss: 0.0312187 | val_loss: 0.0312216 | Time: 9044.07 ms
[2021-01-27 11:07:14 main:574] : INFO : Epoch 2039 | loss: 0.0312179 | val_loss: 0.0312187 | Time: 8955.44 ms
[2021-01-27 11:07:23 main:574] : INFO : Epoch 2040 | loss: 0.0312166 | val_loss: 0.0312229 | Time: 8996.96 ms
[2021-01-27 11:07:33 main:574] : INFO : Epoch 2041 | loss: 0.0312177 | val_loss: 0.0312187 | Time: 9023.75 ms
[2021-01-27 11:07:42 main:574] : INFO : Epoch 2042 | loss: 0.0312177 | val_loss: 0.0312191 | Time: 9044.58 ms
[2021-01-27 11:07:51 main:574] : INFO : Epoch 2043 | loss: 0.0312174 | val_loss: 0.0312185 | Time: 9060.76 ms
[2021-01-27 11:08:00 main:574] : INFO : Epoch 2044 | loss: 0.031217 | val_loss: 0.0312203 | Time: 9092.58 ms
[2021-01-27 11:08:09 main:574] : INFO : Epoch 2045 | loss: 0.0312169 | val_loss: 0.0312193 | Time: 8918.57 ms
[2021-01-27 11:08:18 main:574] : INFO : Epoch 2046 | loss: 0.0312179 | val_loss: 0.0312245 | Time: 9050.27 ms
[2021-01-27 11:08:27 main:574] : INFO : Epoch 2047 | loss: 0.0312213 | val_loss: 0.0312186 | Time: 8986.98 ms
[2021-01-27 11:08:36 main:574] : INFO : Epoch 2048 | loss: 0.0312175 | val_loss: 0.0312216 | Time: 8991.38 ms
[2021-01-27 11:08:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312216
[2021-01-27 11:08:36 main:603] : INFO : Saving end state to config to file
[2021-01-27 11:08:36 main:608] : INFO : Success, exiting..
11:08:36 (13028): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)