Task 5087327
| Name | ParityMachine-1619234050-15624-0_1 |
| Workunit | 3040511 |
| Created | 25 Apr 2021, 13:26:56 UTC |
| Sent | 25 Apr 2021, 15:19:37 UTC |
| Report deadline | 3 May 2021, 15:19:37 UTC |
| Received | 26 Apr 2021, 21:19:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11033 |
| Run time | 2 hours 9 min 55 sec |
| CPU time | 2 hours 8 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,162.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 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: 0.0312191 | val_loss: 0.0312188 | Time: 3808.28 ms
[2021-04-26 20:34:56 main:574] : INFO : Epoch 1543 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 13970.5 ms
[2021-04-26 20:35:00 main:574] : INFO : Epoch 1544 | loss: 0.0312216 | val_loss: 0.0312181 | Time: 3801.91 ms
[2021-04-26 20:35:03 main:574] : INFO : Epoch 1545 | loss: 0.0312188 | val_loss: 0.0312185 | Time: 3796.5 ms
[2021-04-26 20:35:07 main:574] : INFO : Epoch 1546 | loss: 0.0312216 | val_loss: 0.0312214 | Time: 3805.78 ms
[2021-04-26 20:35:11 main:574] : INFO : Epoch 1547 | loss: 0.0312217 | val_loss: 0.0312281 | Time: 3806.43 ms
[2021-04-26 20:35:15 main:574] : INFO : Epoch 1548 | loss: 0.0312234 | val_loss: 0.0312182 | Time: 3808.28 ms
[2021-04-26 20:35:19 main:574] : INFO : Epoch 1549 | loss: 0.0312195 | val_loss: 0.0312181 | Time: 3804.27 ms
[2021-04-26 20:35:23 main:574] : INFO : Epoch 1550 | loss: 0.0312195 | val_loss: 0.0312303 | Time: 3800.64 ms
[2021-04-26 20:35:57 main:574] : INFO : Epoch 1551 | loss: 0.0312247 | val_loss: 0.0312182 | Time: 34116.8 ms
[2021-04-26 20:36:00 main:574] : INFO : Epoch 1552 | loss: 0.0312198 | val_loss: 0.0312186 | Time: 3806.8 ms
[2021-04-26 20:36:04 main:574] : INFO : Epoch 1553 | loss: 0.0312218 | val_loss: 0.0312185 | Time: 3799.57 ms
[2021-04-26 20:36:08 main:574] : INFO : Epoch 1554 | loss: 0.0312202 | val_loss: 0.0312178 | Time: 3803.04 ms
[2021-04-26 20:36:12 main:574] : INFO : Epoch 1555 | loss: 0.0312197 | val_loss: 0.0312186 | Time: 3803.21 ms
[2021-04-26 20:36:16 main:574] : INFO : Epoch 1556 | loss: 0.0312197 | val_loss: 0.0312188 | Time: 3812.07 ms
[2021-04-26 20:36:20 main:574] : INFO : Epoch 1557 | loss: 0.0312245 | val_loss: 0.0312253 | Time: 3801.62 ms
[2021-04-26 20:36:23 main:574] : INFO : Epoch 1558 | loss: 0.0312208 | val_loss: 0.031218 | Time: 3806.75 ms
[2021-04-26 20:36:27 main:574] : INFO : Epoch 1559 | loss: 0.0312188 | val_loss: 0.0312191 | Time: 3804.21 ms
[2021-04-26 20:36:31 main:574] : INFO : Epoch 1560 | loss: 0.031221 | val_loss: 0.0312181 | Time: 3806.72 ms
[2021-04-26 20:36:55 main:574] : INFO : Epoch 1561 | loss: 0.0312207 | val_loss: 0.0312222 | Time: 23934.4 ms
[2021-04-26 20:36:59 main:574] : INFO : Epoch 1562 | loss: 0.0312211 | val_loss: 0.0312215 | Time: 3804.7 ms
[2021-04-26 20:37:02 main:574] : INFO : Epoch 1563 | loss: 0.0312203 | val_loss: 0.0312181 | Time: 3794.6 ms
[2021-04-26 20:37:06 main:574] : INFO : Epoch 1564 | loss: 0.0312191 | val_loss: 0.031223 | Time: 3810.73 ms
[2021-04-26 20:37:10 main:574] : INFO : Epoch 1565 | loss: 0.0312179 | val_loss: 0.0312182 | Time: 3797.83 ms
[2021-04-26 20:37:14 main:574] : INFO : Epoch 1566 | loss: 0.031219 | val_loss: 0.0312284 | Time: 3800.26 ms
[2021-04-26 20:37:18 main:574] : INFO : Epoch 1567 | loss: 0.0312215 | val_loss: 0.0312179 | Time: 3796.95 ms
[2021-04-26 20:37:22 main:574] : INFO : Epoch 1568 | loss: 0.0312206 | val_loss: 0.0312239 | Time: 3805.3 ms
[2021-04-26 20:37:56 main:574] : INFO : Epoch 1569 | loss: 0.0312208 | val_loss: 0.0312203 | Time: 34119.5 ms
[2021-04-26 20:37:59 main:574] : INFO : Epoch 1570 | loss: 0.0312184 | val_loss: 0.0312209 | Time: 3806.48 ms
[2021-04-26 20:38:03 main:574] : INFO : Epoch 1571 | loss: 0.0312253 | val_loss: 0.0312246 | Time: 3800.85 ms
[2021-04-26 20:38:07 main:574] : INFO : Epoch 1572 | loss: 0.0312211 | val_loss: 0.0312188 | Time: 3810.46 ms
[2021-04-26 20:38:11 main:574] : INFO : Epoch 1573 | loss: 0.0312195 | val_loss: 0.0312196 | Time: 3796.85 ms
[2021-04-26 20:38:15 main:574] : INFO : Epoch 1574 | loss: 0.0312236 | val_loss: 0.0312276 | Time: 3808.49 ms
[2021-04-26 20:38:19 main:574] : INFO : Epoch 1575 | loss: 0.0312192 | val_loss: 0.0312177 | Time: 3798.15 ms
[2021-04-26 20:38:22 main:574] : INFO : Epoch 1576 | loss: 0.0312177 | val_loss: 0.0312178 | Time: 3803.74 ms
[2021-04-26 20:38:26 main:574] : INFO : Epoch 1577 | loss: 0.0312173 | val_loss: 0.0312172 | Time: 3796.89 ms
[2021-04-26 20:38:30 main:574] : INFO : Epoch 1578 | loss: 0.0312176 | val_loss: 0.0312222 | Time: 3804.29 ms
[2021-04-26 20:38:34 main:574] : INFO : Epoch 1579 | loss: 0.0312243 | val_loss: 0.0312227 | Time: 3801.17 ms
[2021-04-26 20:38:38 main:574] : INFO : Epoch 1580 | loss: 0.0312242 | val_loss: 0.031219 | Time: 3804.6 ms
[2021-04-26 20:38:41 main:574] : INFO : Epoch 1581 | loss: 0.031219 | val_loss: 0.0312182 | Time: 3796.22 ms
[2021-04-26 20:38:55 main:574] : INFO : Epoch 1582 | loss: 0.0312182 | val_loss: 0.0312171 | Time: 13854.8 ms
[2021-04-26 20:38:59 main:574] : INFO : Epoch 1583 | loss: 0.0312215 | val_loss: 0.0312241 | Time: 3828.19 ms
[2021-04-26 20:39:03 main:574] : INFO : Epoch 1584 | loss: 0.0312256 | val_loss: 0.0312183 | Time: 3804.82 ms
[2021-04-26 20:39:07 main:574] : INFO : Epoch 1585 | loss: 0.031222 | val_loss: 0.0312239 | Time: 3799.09 ms
[2021-04-26 20:39:10 main:574] : INFO : Epoch 1586 | loss: 0.0312206 | val_loss: 0.0312198 | Time: 3805.74 ms
[2021-04-26 20:39:14 main:574] : INFO : Epoch 1587 | loss: 0.03122 | val_loss: 0.0312193 | Time: 3799.12 ms
[2021-04-26 20:39:18 main:574] : INFO : Epoch 1588 | loss: 0.0312193 | val_loss: 0.031218 | Time: 3800.19 ms
[2021-04-26 20:39:22 main:574] : INFO : Epoch 1589 | loss: 0.0312179 | val_loss: 0.0312171 | Time: 3796.38 ms
[2021-04-26 20:39:36 main:574] : INFO : Epoch 1590 | loss: 0.0312187 | val_loss: 0.0312197 | Time: 13890.6 ms
[2021-04-26 20:39:40 main:574] : INFO : Epoch 1591 | loss: 0.0312175 | val_loss: 0.0312175 | Time: 3814.78 ms
[2021-04-26 20:39:43 main:574] : INFO : Epoch 1592 | loss: 0.0312209 | val_loss: 0.0312181 | Time: 3802.46 ms
[2021-04-26 20:39:57 main:574] : INFO : Epoch 1593 | loss: 0.0312186 | val_loss: 0.0312173 | Time: 13797.2 ms
[2021-04-26 20:40:01 main:574] : INFO : Epoch 1594 | loss: 0.0312198 | val_loss: 0.0312215 | Time: 3803.45 ms
[2021-04-26 20:40:05 main:574] : INFO : Epoch 1595 | loss: 0.0312206 | val_loss: 0.0312179 | Time: 3796.97 ms
[2021-04-26 20:40:09 main:574] : INFO : Epoch 1596 | loss: 0.0312192 | val_loss: 0.0312196 | Time: 3803.04 ms
[2021-04-26 20:40:12 main:574] : INFO : Epoch 1597 | loss: 0.0312199 | val_loss: 0.0312188 | Time: 3796.65 ms
[2021-04-26 20:40:16 main:574] : INFO : Epoch 1598 | loss: 0.0312175 | val_loss: 0.0312171 | Time: 3806.97 ms
[2021-04-26 20:40:20 main:574] : INFO : Epoch 1599 | loss: 0.0312185 | val_loss: 0.031218 | Time: 3803.72 ms
[2021-04-26 20:40:24 main:574] : INFO : Epoch 1600 | loss: 0.0312192 | val_loss: 0.0312207 | Time: 3804.7 ms
[2021-04-26 20:40:28 main:574] : INFO : Epoch 1601 | loss: 0.0312212 | val_loss: 0.0312178 | Time: 3801.6 ms
[2021-04-26 20:40:31 main:574] : INFO : Epoch 1602 | loss: 0.0312186 | val_loss: 0.0312177 | Time: 3801.68 ms
[2021-04-26 20:40:35 main:574] : INFO : Epoch 1603 | loss: 0.0312188 | val_loss: 0.0312187 | Time: 3794.08 ms
[2021-04-26 20:40:39 main:574] : INFO : Epoch 1604 | loss: 0.0312178 | val_loss: 0.0312173 | Time: 3799.7 ms
[2021-04-26 20:40:43 main:574] : INFO : Epoch 1605 | loss: 0.0312177 | val_loss: 0.0312178 | Time: 3791.65 ms
[2021-04-26 20:40:57 main:574] : INFO : Epoch 1606 | loss: 0.0312202 | val_loss: 0.031218 | Time: 13888.4 ms
[2021-04-26 20:41:01 main:574] : INFO : Epoch 1607 | loss: 0.031222 | val_loss: 0.0312204 | Time: 3802.95 ms
[2021-04-26 20:41:04 main:574] : INFO : Epoch 1608 | loss: 0.0312187 | val_loss: 0.0312179 | Time: 3809.03 ms
[2021-04-26 20:41:08 main:574] : INFO : Epoch 1609 | loss: 0.0312193 | val_loss: 0.0312178 | Time: 3789.65 ms
[2021-04-26 20:41:12 main:574] : INFO : Epoch 1610 | loss: 0.0312198 | val_loss: 0.0312248 | Time: 3802 ms
[2021-04-26 20:41:16 main:574] : INFO : Epoch 1611 | loss: 0.0312188 | val_loss: 0.0312235 | Time: 3806.76 ms
[2021-04-26 20:41:20 main:574] : INFO : Epoch 1612 | loss: 0.0312199 | val_loss: 0.0312184 | Time: 3805.51 ms
[2021-04-26 20:41:23 main:574] : INFO : Epoch 1613 | loss: 0.0312194 | val_loss: 0.0312223 | Time: 3797.55 ms
[2021-04-26 20:41:58 main:574] : INFO : Epoch 1614 | loss: 0.0312187 | val_loss: 0.0312196 | Time: 34124 ms
[2021-04-26 20:42:01 main:574] : INFO : Epoch 1615 | loss: 0.0312182 | val_loss: 0.0312172 | Time: 3806.29 ms
[2021-04-26 20:42:05 main:574] : INFO : Epoch 1616 | loss: 0.0312177 | val_loss: 0.0312182 | Time: 3818.25 ms
[2021-04-26 20:42:09 main:574] : INFO : Epoch 1617 | loss: 0.0312185 | val_loss: 0.0312195 | Time: 3793.24 ms
[2021-04-26 20:42:13 main:574] : INFO : Epoch 1618 | loss: 0.0312185 | val_loss: 0.031217 | Time: 3805.68 ms
[2021-04-26 20:42:17 main:574] : INFO : Epoch 1619 | loss: 0.0312189 | val_loss: 0.0312205 | Time: 3801.24 ms
[2021-04-26 20:42:20 main:574] : INFO : Epoch 1620 | loss: 0.0312189 | val_loss: 0.0312185 | Time: 3806.91 ms
[2021-04-26 20:42:24 main:574] : INFO : Epoch 1621 | loss: 0.0312176 | val_loss: 0.0312179 | Time: 3801.12 ms
[2021-04-26 20:42:28 main:574] : INFO : Epoch 1622 | loss: 0.0312176 | val_loss: 0.0312169 | Time: 3813.4 ms
[2021-04-26 20:42:32 main:574] : INFO : Epoch 1623 | loss: 0.0312183 | val_loss: 0.0312175 | Time: 3808.17 ms
[2021-04-26 20:42:36 main:574] : INFO : Epoch 1624 | loss: 0.0312177 | val_loss: 0.0312169 | Time: 3814.19 ms
[2021-04-26 20:42:39 main:574] : INFO : Epoch 1625 | loss: 0.0312187 | val_loss: 0.031217 | Time: 3803.74 ms
[2021-04-26 20:42:43 main:574] : INFO : Epoch 1626 | loss: 0.031219 | val_loss: 0.0312174 | Time: 3811.31 ms
[2021-04-26 20:42:47 main:574] : INFO : Epoch 1627 | loss: 0.0312177 | val_loss: 0.0312177 | Time: 3803.75 ms
[2021-04-26 20:43:01 main:574] : INFO : Epoch 1628 | loss: 0.0312177 | val_loss: 0.031217 | Time: 13908.1 ms
[2021-04-26 20:43:05 main:574] : INFO : Epoch 1629 | loss: 0.0312176 | val_loss: 0.031217 | Time: 3802.26 ms
[2021-04-26 20:43:09 main:574] : INFO : Epoch 1630 | loss: 0.0312172 | val_loss: 0.0312179 | Time: 3804.49 ms
[2021-04-26 20:43:12 main:574] : INFO : Epoch 1631 | loss: 0.0312175 | val_loss: 0.0312173 | Time: 3797.37 ms
[2021-04-26 20:43:16 main:574] : INFO : Epoch 1632 | loss: 0.0312178 | val_loss: 0.0312172 | Time: 3803.04 ms
[2021-04-26 20:43:20 main:574] : INFO : Epoch 1633 | loss: 0.0312178 | val_loss: 0.0312195 | Time: 3796.28 ms
[2021-04-26 20:43:24 main:574] : INFO : Epoch 1634 | loss: 0.0312199 | val_loss: 0.0312181 | Time: 3813.44 ms
[2021-04-26 20:43:58 main:574] : INFO : Epoch 1635 | loss: 0.0312194 | val_loss: 0.0312235 | Time: 34162.3 ms
[2021-04-26 20:44:02 main:574] : INFO : Epoch 1636 | loss: 0.0312181 | val_loss: 0.0312169 | Time: 3772.89 ms
[2021-04-26 20:44:06 main:574] : INFO : Epoch 1637 | loss: 0.0312179 | val_loss: 0.031219 | Time: 3741.46 ms
[2021-04-26 20:44:09 main:574] : INFO : Epoch 1638 | loss: 0.0312217 | val_loss: 0.0312305 | Time: 3738.44 ms
[2021-04-26 20:44:13 main:574] : INFO : Epoch 1639 | loss: 0.031221 | val_loss: 0.0312176 | Time: 3742.9 ms
[2021-04-26 20:44:17 main:574] : INFO : Epoch 1640 | loss: 0.0312213 | val_loss: 0.0312178 | Time: 3744.66 ms
[2021-04-26 20:44:20 main:574] : INFO : Epoch 1641 | loss: 0.0312217 | val_loss: 0.0312213 | Time: 3733.62 ms
[2021-04-26 20:44:24 main:574] : INFO : Epoch 1642 | loss: 0.0312237 | val_loss: 0.0312273 | Time: 3740.16 ms
[2021-04-26 20:44:28 main:574] : INFO : Epoch 1643 | loss: 0.0312226 | val_loss: 0.0312202 | Time: 3747.76 ms
[2021-04-26 20:44:32 main:574] : INFO : Epoch 1644 | loss: 0.0312179 | val_loss: 0.031217 | Time: 3750.17 ms
[2021-04-26 20:44:35 main:574] : INFO : Epoch 1645 | loss: 0.031218 | val_loss: 0.0312207 | Time: 3737.48 ms
[2021-04-26 20:44:49 main:574] : INFO : Epoch 1646 | loss: 0.0312196 | val_loss: 0.0312181 | Time: 13764.8 ms
[2021-04-26 20:44:53 main:574] : INFO : Epoch 1647 | loss: 0.0312179 | val_loss: 0.0312204 | Time: 3747.18 ms
[2021-04-26 20:44:57 main:574] : INFO : Epoch 1648 | loss: 0.0312185 | val_loss: 0.0312175 | Time: 3747.42 ms
[2021-04-26 20:45:00 main:574] : INFO : Epoch 1649 | loss: 0.0312198 | val_loss: 0.0312194 | Time: 3737.7 ms
[2021-04-26 20:45:04 main:574] : INFO : Epoch 1650 | loss: 0.0312184 | val_loss: 0.0312171 | Time: 3741.07 ms
[2021-04-26 20:45:08 main:574] : INFO : Epoch 1651 | loss: 0.031218 | val_loss: 0.0312172 | Time: 3739.42 ms
[2021-04-26 20:45:12 main:574] : INFO : Epoch 1652 | loss: 0.0312207 | val_loss: 0.0312218 | Time: 3742.65 ms
[2021-04-26 20:45:15 main:574] : INFO : Epoch 1653 | loss: 0.03122 | val_loss: 0.0312184 | Time: 3740.42 ms
[2021-04-26 20:45:19 main:574] : INFO : Epoch 1654 | loss: 0.031218 | val_loss: 0.031217 | Time: 3745.94 ms
[2021-04-26 20:45:23 main:574] : INFO : Epoch 1655 | loss: 0.0312201 | val_loss: 0.0312215 | Time: 3736.31 ms
[2021-04-26 20:45:27 main:574] : INFO : Epoch 1656 | loss: 0.0312203 | val_loss: 0.0312251 | Time: 3745.39 ms
[2021-04-26 20:45:51 main:574] : INFO : Epoch 1657 | loss: 0.0312185 | val_loss: 0.0312186 | Time: 23962.4 ms
[2021-04-26 20:45:54 main:574] : INFO : Epoch 1658 | loss: 0.0312179 | val_loss: 0.0312202 | Time: 3747.62 ms
[2021-04-26 20:45:58 main:574] : INFO : Epoch 1659 | loss: 0.0312188 | val_loss: 0.0312174 | Time: 3743.82 ms
[2021-04-26 20:46:02 main:574] : INFO : Epoch 1660 | loss: 0.0312178 | val_loss: 0.0312175 | Time: 3749.68 ms
[2021-04-26 20:46:06 main:574] : INFO : Epoch 1661 | loss: 0.0312193 | val_loss: 0.0312261 | Time: 3738.21 ms
[2021-04-26 20:46:09 main:574] : INFO : Epoch 1662 | loss: 0.0312186 | val_loss: 0.0312173 | Time: 3746.32 ms
[2021-04-26 20:46:13 main:574] : INFO : Epoch 1663 | loss: 0.0312175 | val_loss: 0.0312199 | Time: 3751.82 ms
[2021-04-26 20:46:17 main:574] : INFO : Epoch 1664 | loss: 0.0312187 | val_loss: 0.0312183 | Time: 3749.03 ms
[2021-04-26 20:46:21 main:574] : INFO : Epoch 1665 | loss: 0.031218 | val_loss: 0.0312185 | Time: 3742.34 ms
[2021-04-26 20:46:24 main:574] : INFO : Epoch 1666 | loss: 0.0312195 | val_loss: 0.0312212 | Time: 3746.28 ms
[2021-04-26 20:46:28 main:574] : INFO : Epoch 1667 | loss: 0.0312212 | val_loss: 0.0312179 | Time: 3744.63 ms
[2021-04-26 20:46:52 main:574] : INFO : Epoch 1668 | loss: 0.0312204 | val_loss: 0.0312252 | Time: 23944.3 ms
[2021-04-26 20:46:56 main:574] : INFO : Epoch 1669 | loss: 0.0312189 | val_loss: 0.0312218 | Time: 3803.57 ms
[2021-04-26 20:47:00 main:574] : INFO : Epoch 1670 | loss: 0.0312205 | val_loss: 0.0312189 | Time: 3804.78 ms
[2021-04-26 20:47:04 main:574] : INFO : Epoch 1671 | loss: 0.0312189 | val_loss: 0.0312203 | Time: 3804.7 ms
[2021-04-26 20:47:07 main:574] : INFO : Epoch 1672 | loss: 0.0312205 | val_loss: 0.0312255 | Time: 3813.24 ms
[2021-04-26 20:47:11 main:574] : INFO : Epoch 1673 | loss: 0.0312204 | val_loss: 0.0312192 | Time: 3800.63 ms
[2021-04-26 20:47:15 main:574] : INFO : Epoch 1674 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 3802.65 ms
[2021-04-26 20:47:19 main:574] : INFO : Epoch 1675 | loss: 0.0312182 | val_loss: 0.0312171 | Time: 3803.61 ms
[2021-04-26 20:47:23 main:574] : INFO : Epoch 1676 | loss: 0.0312195 | val_loss: 0.0312188 | Time: 3802.84 ms
[2021-04-26 20:47:26 main:574] : INFO : Epoch 1677 | loss: 0.0312193 | val_loss: 0.0312219 | Time: 3805.44 ms
[2021-04-26 20:47:50 main:574] : INFO : Epoch 1678 | loss: 0.0312186 | val_loss: 0.0312175 | Time: 23895 ms
[2021-04-26 20:47:54 main:574] : INFO : Epoch 1679 | loss: 0.0312179 | val_loss: 0.031228 | Time: 3814.53 ms
[2021-04-26 20:47:58 main:574] : INFO : Epoch 1680 | loss: 0.0312232 | val_loss: 0.031219 | Time: 3814.86 ms
[2021-04-26 20:48:02 main:574] : INFO : Epoch 1681 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 3795.47 ms
[2021-04-26 20:48:06 main:574] : INFO : Epoch 1682 | loss: 0.0312185 | val_loss: 0.0312173 | Time: 3808.29 ms
[2021-04-26 20:48:09 main:574] : INFO : Epoch 1683 | loss: 0.0312199 | val_loss: 0.031218 | Time: 3798.95 ms
[2021-04-26 20:48:13 main:574] : INFO : Epoch 1684 | loss: 0.031219 | val_loss: 0.0312187 | Time: 3805.84 ms
[2021-04-26 20:48:17 main:574] : INFO : Epoch 1685 | loss: 0.0312181 | val_loss: 0.0312261 | Time: 3787.92 ms
[2021-04-26 20:48:21 main:574] : INFO : Epoch 1686 | loss: 0.031219 | val_loss: 0.0312189 | Time: 3804.17 ms
[2021-04-26 20:48:25 main:574] : INFO : Epoch 1687 | loss: 0.0312184 | val_loss: 0.0312175 | Time: 3793.85 ms
[2021-04-26 20:48:28 main:574] : INFO : Epoch 1688 | loss: 0.0312177 | val_loss: 0.0312171 | Time: 3798.36 ms
[2021-04-26 20:48:52 main:574] : INFO : Epoch 1689 | loss: 0.0312187 | val_loss: 0.0312182 | Time: 23872.3 ms
[2021-04-26 20:48:56 main:574] : INFO : Epoch 1690 | loss: 0.031218 | val_loss: 0.0312174 | Time: 3807.3 ms
[2021-04-26 20:49:00 main:574] : INFO : Epoch 1691 | loss: 0.0312176 | val_loss: 0.031217 | Time: 3801.87 ms
[2021-04-26 20:49:04 main:574] : INFO : Epoch 1692 | loss: 0.0312193 | val_loss: 0.0312183 | Time: 3801.72 ms
[2021-04-26 20:49:08 main:574] : INFO : Epoch 1693 | loss: 0.0312175 | val_loss: 0.0312176 | Time: 3796.69 ms
[2021-04-26 20:49:11 main:574] : INFO : Epoch 1694 | loss: 0.0312192 | val_loss: 0.0312221 | Time: 3808.49 ms
[2021-04-26 20:49:15 main:574] : INFO : Epoch 1695 | loss: 0.0312229 | val_loss: 0.0312179 | Time: 3795.19 ms
[2021-04-26 20:49:19 main:574] : INFO : Epoch 1696 | loss: 0.0312204 | val_loss: 0.0312175 | Time: 3799.55 ms
[2021-04-26 20:49:23 main:574] : INFO : Epoch 1697 | loss: 0.0312183 | val_loss: 0.0312173 | Time: 3804.06 ms
[2021-04-26 20:49:27 main:574] : INFO : Epoch 1698 | loss: 0.0312182 | val_loss: 0.03122 | Time: 3804.19 ms
[2021-04-26 20:49:30 main:574] : INFO : Epoch 1699 | loss: 0.0312181 | val_loss: 0.031217 | Time: 3800.17 ms
[2021-04-26 20:49:54 main:574] : INFO : Epoch 1700 | loss: 0.0312175 | val_loss: 0.0312187 | Time: 23999.8 ms
[2021-04-26 20:49:58 main:574] : INFO : Epoch 1701 | loss: 0.0312196 | val_loss: 0.0312262 | Time: 3801.19 ms
[2021-04-26 20:50:02 main:574] : INFO : Epoch 1702 | loss: 0.03122 | val_loss: 0.0312179 | Time: 3803.92 ms
[2021-04-26 20:50:06 main:574] : INFO : Epoch 1703 | loss: 0.0312176 | val_loss: 0.0312185 | Time: 3801.42 ms
[2021-04-26 20:50:10 main:574] : INFO : Epoch 1704 | loss: 0.0312177 | val_loss: 0.0312183 | Time: 3809.06 ms
[2021-04-26 20:50:13 main:574] : INFO : Epoch 1705 | loss: 0.0312177 | val_loss: 0.0312184 | Time: 3800.85 ms
[2021-04-26 20:50:17 main:574] : INFO : Epoch 1706 | loss: 0.0312209 | val_loss: 0.0312249 | Time: 3806.55 ms
[2021-04-26 20:50:21 main:574] : INFO : Epoch 1707 | loss: 0.0312221 | val_loss: 0.0312197 | Time: 3806.91 ms
[2021-04-26 20:50:25 main:574] : INFO : Epoch 1708 | loss: 0.0312196 | val_loss: 0.0312177 | Time: 3807.03 ms
[2021-04-26 20:50:29 main:574] : INFO : Epoch 1709 | loss: 0.0312207 | val_loss: 0.0312207 | Time: 3796.04 ms
[2021-04-26 20:50:32 main:574] : INFO : Epoch 1710 | loss: 0.03122 | val_loss: 0.0312193 | Time: 3806.32 ms
[2021-04-26 20:50:36 main:574] : INFO : Epoch 1711 | loss: 0.0312225 | val_loss: 0.0312208 | Time: 3810.36 ms
[2021-04-26 20:50:40 main:574] : INFO : Epoch 1712 | loss: 0.0312191 | val_loss: 0.0312203 | Time: 3804.8 ms
[2021-04-26 20:50:54 main:574] : INFO : Epoch 1713 | loss: 0.0312182 | val_loss: 0.0312178 | Time: 13769.5 ms
[2021-04-26 20:50:58 main:574] : INFO : Epoch 1714 | loss: 0.0312174 | val_loss: 0.0312171 | Time: 3804.56 ms
[2021-04-26 20:51:01 main:574] : INFO : Epoch 1715 | loss: 0.0312177 | val_loss: 0.0312178 | Time: 3799.9 ms
[2021-04-26 20:51:05 main:574] : INFO : Epoch 1716 | loss: 0.0312193 | val_loss: 0.0312194 | Time: 3809.51 ms
[2021-04-26 20:51:09 main:574] : INFO : Epoch 1717 | loss: 0.0312189 | val_loss: 0.0312185 | Time: 3803.23 ms
[2021-04-26 20:51:13 main:574] : INFO : Epoch 1718 | loss: 0.0312176 | val_loss: 0.0312177 | Time: 3802.65 ms
[2021-04-26 20:51:17 main:574] : INFO : Epoch 1719 | loss: 0.0312209 | val_loss: 0.0312195 | Time: 3806.15 ms
[2021-04-26 20:51:21 main:574] : INFO : Epoch 1720 | loss: 0.0312198 | val_loss: 0.0312179 | Time: 3804.94 ms
[2021-04-26 20:51:24 main:574] : INFO : Epoch 1721 | loss: 0.0312178 | val_loss: 0.0312171 | Time: 3799.26 ms
[2021-04-26 20:51:28 main:574] : INFO : Epoch 1722 | loss: 0.0312173 | val_loss: 0.031217 | Time: 3804.96 ms
[2021-04-26 20:51:52 main:574] : INFO : Epoch 1723 | loss: 0.0312178 | val_loss: 0.0312173 | Time: 24062.5 ms
[2021-04-26 20:51:56 main:574] : INFO : Epoch 1724 | loss: 0.031219 | val_loss: 0.031228 | Time: 3848.11 ms
[2021-04-26 20:52:00 main:574] : INFO : Epoch 1725 | loss: 0.0312201 | val_loss: 0.0312294 | Time: 3800.17 ms
[2021-04-26 20:52:04 main:574] : INFO : Epoch 1726 | loss: 0.0312236 | val_loss: 0.0312224 | Time: 3804.81 ms
[2021-04-26 20:52:07 main:574] : INFO : Epoch 1727 | loss: 0.03122 | val_loss: 0.0312192 | Time: 3799.53 ms
[2021-04-26 20:52:11 main:574] : INFO : Epoch 1728 | loss: 0.0312181 | val_loss: 0.0312172 | Time: 3809.96 ms
[2021-04-26 20:52:15 main:574] : INFO : Epoch 1729 | loss: 0.0312177 | val_loss: 0.0312171 | Time: 3794.67 ms
[2021-04-26 20:52:19 main:574] : INFO : Epoch 1730 | loss: 0.0312193 | val_loss: 0.0312173 | Time: 3802.42 ms
[2021-04-26 20:52:23 main:574] : INFO : Epoch 1731 | loss: 0.0312179 | val_loss: 0.0312188 | Time: 3806.04 ms
[2021-04-26 20:52:27 main:574] : INFO : Epoch 1732 | loss: 0.0312177 | val_loss: 0.0312206 | Time: 3806.19 ms
[2021-04-26 20:52:30 main:574] : INFO : Epoch 1733 | loss: 0.0312172 | val_loss: 0.031217 | Time: 3805.04 ms
[2021-04-26 20:52:34 main:574] : INFO : Epoch 1734 | loss: 0.0312191 | val_loss: 0.0312211 | Time: 3801.67 ms
[2021-04-26 20:52:38 main:574] : INFO : Epoch 1735 | loss: 0.0312195 | val_loss: 0.0312197 | Time: 3805.99 ms
[2021-04-26 20:52:42 main:574] : INFO : Epoch 1736 | loss: 0.0312198 | val_loss: 0.0312231 | Time: 3805.96 ms
[2021-04-26 20:52:56 main:574] : INFO : Epoch 1737 | loss: 0.0312183 | val_loss: 0.0312176 | Time: 13802.3 ms
[2021-04-26 20:52:59 main:574] : INFO : Epoch 1738 | loss: 0.0312185 | val_loss: 0.0312176 | Time: 3805.47 ms
[2021-04-26 20:53:03 main:574] : INFO : Epoch 1739 | loss: 0.0312174 | val_loss: 0.0312179 | Time: 3801.11 ms
[2021-04-26 20:53:07 main:574] : INFO : Epoch 1740 | loss: 0.0312177 | val_loss: 0.0312171 | Time: 3805.68 ms
[2021-04-26 20:53:11 main:574] : INFO : Epoch 1741 | loss: 0.0312201 | val_loss: 0.0312186 | Time: 3800.59 ms
[2021-04-26 20:53:15 main:574] : INFO : Epoch 1742 | loss: 0.031218 | val_loss: 0.0312187 | Time: 3802.31 ms
[2021-04-26 20:53:18 main:574] : INFO : Epoch 1743 | loss: 0.031218 | val_loss: 0.0312177 | Time: 3803.09 ms
[2021-04-26 20:53:22 main:574] : INFO : Epoch 1744 | loss: 0.0312177 | val_loss: 0.0312169 | Time: 3808.84 ms
[2021-04-26 20:53:26 main:574] : INFO : Epoch 1745 | loss: 0.0312183 | val_loss: 0.0312177 | Time: 3796.44 ms
[2021-04-26 20:53:30 main:574] : INFO : Epoch 1746 | loss: 0.0312189 | val_loss: 0.0312201 | Time: 3806.41 ms
[2021-04-26 20:53:34 main:574] : INFO : Epoch 1747 | loss: 0.0312181 | val_loss: 0.0312171 | Time: 3802.4 ms
[2021-04-26 20:53:37 main:574] : INFO : Epoch 1748 | loss: 0.0312182 | val_loss: 0.0312173 | Time: 3805.31 ms
[2021-04-26 20:53:41 main:574] : INFO : Epoch 1749 | loss: 0.0312176 | val_loss: 0.0312262 | Time: 3800.8 ms
[2021-04-26 20:53:55 main:574] : INFO : Epoch 1750 | loss: 0.0312207 | val_loss: 0.0312199 | Time: 14034.1 ms
[2021-04-26 20:53:59 main:574] : INFO : Epoch 1751 | loss: 0.0312197 | val_loss: 0.0312234 | Time: 3802.16 ms
[2021-04-26 20:54:03 main:574] : INFO : Epoch 1752 | loss: 0.031221 | val_loss: 0.031219 | Time: 3805.11 ms
[2021-04-26 20:54:07 main:574] : INFO : Epoch 1753 | loss: 0.03122 | val_loss: 0.0312223 | Time: 3800.96 ms
[2021-04-26 20:54:11 main:574] : INFO : Epoch 1754 | loss: 0.0312181 | val_loss: 0.031217 | Time: 3809 ms
[2021-04-26 20:54:14 main:574] : INFO : Epoch 1755 | loss: 0.0312182 | val_loss: 0.0312172 | Time: 3799.2 ms
[2021-04-26 20:54:18 main:574] : INFO : Epoch 1756 | loss: 0.0312174 | val_loss: 0.031217 | Time: 3807.87 ms
[2021-04-26 20:54:22 main:574] : INFO : Epoch 1757 | loss: 0.0312172 | val_loss: 0.031217 | Time: 3800.14 ms
[2021-04-26 20:54:26 main:574] : INFO : Epoch 1758 | loss: 0.0312178 | val_loss: 0.0312171 | Time: 3804.06 ms
[2021-04-26 20:54:30 main:574] : INFO : Epoch 1759 | loss: 0.0312187 | val_loss: 0.0312221 | Time: 3803.73 ms
[2021-04-26 20:54:33 main:574] : INFO : Epoch 1760 | loss: 0.0312221 | val_loss: 0.0312175 | Time: 3803.78 ms
[2021-04-26 20:54:37 main:574] : INFO : Epoch 1761 | loss: 0.0312192 | val_loss: 0.0312188 | Time: 3801.06 ms
[2021-04-26 20:54:41 main:574] : INFO : Epoch 1762 | loss: 0.0312197 | val_loss: 0.0312177 | Time: 3802.98 ms
[2021-04-26 20:54:55 main:574] : INFO : Epoch 1763 | loss: 0.0312181 | val_loss: 0.0312237 | Time: 13905.6 ms
[2021-04-26 20:54:59 main:574] : INFO : Epoch 1764 | loss: 0.0312186 | val_loss: 0.0312184 | Time: 3805.54 ms
[2021-04-26 20:55:03 main:574] : INFO : Epoch 1765 | loss: 0.0312177 | val_loss: 0.031217 | Time: 3801.24 ms
[2021-04-26 20:55:06 main:574] : INFO : Epoch 1766 | loss: 0.0312181 | val_loss: 0.0312176 | Time: 3805.27 ms
[2021-04-26 20:55:10 main:574] : INFO : Epoch 1767 | loss: 0.0312194 | val_loss: 0.0312179 | Time: 3804.57 ms
[2021-04-26 20:55:14 main:574] : INFO : Epoch 1768 | loss: 0.0312184 | val_loss: 0.0312172 | Time: 3805.66 ms
[2021-04-26 20:55:18 main:574] : INFO : Epoch 1769 | loss: 0.0312185 | val_loss: 0.0312178 | Time: 3796.01 ms
[2021-04-26 20:55:22 main:574] : INFO : Epoch 1770 | loss: 0.0312178 | val_loss: 0.031217 | Time: 3804.18 ms
[2021-04-26 20:55:25 main:574] : INFO : Epoch 1771 | loss: 0.031218 | val_loss: 0.0312184 | Time: 3802.59 ms
[2021-04-26 20:55:29 main:574] : INFO : Epoch 1772 | loss: 0.0312192 | val_loss: 0.0312171 | Time: 3802.14 ms
[2021-04-26 20:55:33 main:574] : INFO : Epoch 1773 | loss: 0.0312191 | val_loss: 0.0312201 | Time: 3797.48 ms
[2021-04-26 20:55:37 main:574] : INFO : Epoch 1774 | loss: 0.0312184 | val_loss: 0.0312174 | Time: 3810.93 ms
[2021-04-26 20:55:41 main:574] : INFO : Epoch 1775 | loss: 0.0312171 | val_loss: 0.0312172 | Time: 3805.82 ms
[2021-04-26 20:55:55 main:574] : INFO : Epoch 1776 | loss: 0.0312181 | val_loss: 0.0312187 | Time: 13916.7 ms
[2021-04-26 20:55:58 main:574] : INFO : Epoch 1777 | loss: 0.0312191 | val_loss: 0.0312172 | Time: 3809.39 ms
[2021-04-26 20:56:02 main:574] : INFO : Epoch 1778 | loss: 0.0312185 | val_loss: 0.0312262 | Time: 3807.03 ms
[2021-04-26 20:56:06 main:574] : INFO : Epoch 1779 | loss: 0.031219 | val_loss: 0.0312195 | Time: 3796.16 ms
[2021-04-26 20:56:10 main:574] : INFO : Epoch 1780 | loss: 0.0312216 | val_loss: 0.0312207 | Time: 3801.26 ms
[2021-04-26 20:56:14 main:574] : INFO : Epoch 1781 | loss: 0.0312184 | val_loss: 0.0312172 | Time: 3798.85 ms
[2021-04-26 20:56:17 main:574] : INFO : Epoch 1782 | loss: 0.0312175 | val_loss: 0.031217 | Time: 3812.17 ms
[2021-04-26 20:56:21 main:574] : INFO : Epoch 1783 | loss: 0.0312185 | val_loss: 0.0312191 | Time: 3800.84 ms
[2021-04-26 20:56:25 main:574] : INFO : Epoch 1784 | loss: 0.031218 | val_loss: 0.0312171 | Time: 3803.83 ms
[2021-04-26 20:56:29 main:574] : INFO : Epoch 1785 | loss: 0.0312191 | val_loss: 0.0312245 | Time: 3800.79 ms
[2021-04-26 20:56:33 main:574] : INFO : Epoch 1786 | loss: 0.0312206 | val_loss: 0.0312171 | Time: 3804.24 ms
[2021-04-26 20:56:57 main:574] : INFO : Epoch 1787 | loss: 0.0312175 | val_loss: 0.0312171 | Time: 24118.7 ms
[2021-04-26 20:57:01 main:574] : INFO : Epoch 1788 | loss: 0.0312193 | val_loss: 0.0312178 | Time: 3810.26 ms
[2021-04-26 20:57:04 main:574] : INFO : Epoch 1789 | loss: 0.0312172 | val_loss: 0.0312174 | Time: 3794.72 ms
[2021-04-26 20:57:08 main:574] : INFO : Epoch 1790 | loss: 0.0312173 | val_loss: 0.0312182 | Time: 3805.32 ms
[2021-04-26 20:57:12 main:574] : INFO : Epoch 1791 | loss: 0.0312182 | val_loss: 0.0312213 | Time: 3807.28 ms
[2021-04-26 20:57:16 main:574] : INFO : Epoch 1792 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 3810.71 ms
[2021-04-26 20:57:20 main:574] : INFO : Epoch 1793 | loss: 0.0312201 | val_loss: 0.0312186 | Time: 3801.45 ms
[2021-04-26 20:57:23 main:574] : INFO : Epoch 1794 | loss: 0.0312179 | val_loss: 0.0312172 | Time: 3810.89 ms
[2021-04-26 20:57:27 main:574] : INFO : Epoch 1795 | loss: 0.0312193 | val_loss: 0.0312172 | Time: 3804.84 ms
[2021-04-26 20:57:31 main:574] : INFO : Epoch 1796 | loss: 0.0312173 | val_loss: 0.0312173 | Time: 3812.44 ms
[2021-04-26 20:57:35 main:574] : INFO : Epoch 1797 | loss: 0.0312173 | val_loss: 0.0312176 | Time: 3798.68 ms
[2021-04-26 20:57:59 main:574] : INFO : Epoch 1798 | loss: 0.0312175 | val_loss: 0.031217 | Time: 24075.1 ms
[2021-04-26 20:58:03 main:574] : INFO : Epoch 1799 | loss: 0.0312183 | val_loss: 0.0312181 | Time: 3803.23 ms
[2021-04-26 20:58:07 main:574] : INFO : Epoch 1800 | loss: 0.0312185 | val_loss: 0.0312178 | Time: 3809.05 ms
[2021-04-26 20:58:10 main:574] : INFO : Epoch 1801 | loss: 0.0312182 | val_loss: 0.0312185 | Time: 3793.24 ms
[2021-04-26 20:58:14 main:574] : INFO : Epoch 1802 | loss: 0.0312203 | val_loss: 0.0312195 | Time: 3805.86 ms
[2021-04-26 20:58:18 main:574] : INFO : Epoch 1803 | loss: 0.0312187 | val_loss: 0.0312227 | Time: 3807.62 ms
[2021-04-26 20:58:22 main:574] : INFO : Epoch 1804 | loss: 0.0312195 | val_loss: 0.0312172 | Time: 3807.14 ms
[2021-04-26 20:58:26 main:574] : INFO : Epoch 1805 | loss: 0.0312184 | val_loss: 0.0312177 | Time: 3801.3 ms
[2021-04-26 20:58:29 main:574] : INFO : Epoch 1806 | loss: 0.0312189 | val_loss: 0.0312186 | Time: 3808.68 ms
[2021-04-26 20:58:33 main:574] : INFO : Epoch 1807 | loss: 0.0312187 | val_loss: 0.0312172 | Time: 3803.56 ms
[2021-04-26 20:58:57 main:574] : INFO : Epoch 1808 | loss: 0.0312176 | val_loss: 0.0312197 | Time: 23937.8 ms
[2021-04-26 20:59:01 main:574] : INFO : Epoch 1809 | loss: 0.0312197 | val_loss: 0.0312177 | Time: 3801.71 ms
[2021-04-26 20:59:05 main:574] : INFO : Epoch 1810 | loss: 0.0312179 | val_loss: 0.0312189 | Time: 3800.79 ms
[2021-04-26 20:59:09 main:574] : INFO : Epoch 1811 | loss: 0.0312179 | val_loss: 0.0312182 | Time: 3805.63 ms
[2021-04-26 20:59:12 main:574] : INFO : Epoch 1812 | loss: 0.0312177 | val_loss: 0.031217 | Time: 3802.99 ms
[2021-04-26 20:59:16 main:574] : INFO : Epoch 1813 | loss: 0.0312173 | val_loss: 0.0312181 | Time: 3798.07 ms
[2021-04-26 20:59:20 main:574] : INFO : Epoch 1814 | loss: 0.0312189 | val_loss: 0.031218 | Time: 3805.46 ms
[2021-04-26 20:59:24 main:574] : INFO : Epoch 1815 | loss: 0.0312195 | val_loss: 0.0312175 | Time: 3798.04 ms
[2021-04-26 20:59:28 main:574] : INFO : Epoch 1816 | loss: 0.0312179 | val_loss: 0.0312176 | Time: 3813.13 ms
[2021-04-26 20:59:31 main:574] : INFO : Epoch 1817 | loss: 0.031218 | val_loss: 0.0312174 | Time: 3796.29 ms
[2021-04-26 20:59:35 main:574] : INFO : Epoch 1818 | loss: 0.0312182 | val_loss: 0.0312175 | Time: 3806.51 ms
[2021-04-26 20:59:59 main:574] : INFO : Epoch 1819 | loss: 0.0312176 | val_loss: 0.0312175 | Time: 23995.6 ms
[2021-04-26 21:00:03 main:574] : INFO : Epoch 1820 | loss: 0.0312183 | val_loss: 0.0312174 | Time: 3803.36 ms
[2021-04-26 21:00:07 main:574] : INFO : Epoch 1821 | loss: 0.0312187 | val_loss: 0.0312181 | Time: 3797.84 ms
[2021-04-26 21:00:11 main:574] : INFO : Epoch 1822 | loss: 0.0312188 | val_loss: 0.031217 | Time: 3801.44 ms
[2021-04-26 21:00:14 main:574] : INFO : Epoch 1823 | loss: 0.0312172 | val_loss: 0.0312172 | Time: 3800.76 ms
[2021-04-26 21:00:18 main:574] : INFO : Epoch 1824 | loss: 0.0312176 | val_loss: 0.0312176 | Time: 3806.78 ms
[2021-04-26 21:00:22 main:574] : INFO : Epoch 1825 | loss: 0.0312185 | val_loss: 0.031217 | Time: 3793.66 ms
[2021-04-26 21:00:26 main:574] : INFO : Epoch 1826 | loss: 0.0312214 | val_loss: 0.0312208 | Time: 3803.29 ms
[2021-04-26 21:00:30 main:574] : INFO : Epoch 1827 | loss: 0.0312213 | val_loss: 0.0312184 | Time: 3806.94 ms
[2021-04-26 21:00:33 main:574] : INFO : Epoch 1828 | loss: 0.0312179 | val_loss: 0.0312171 | Time: 3807.26 ms
[2021-04-26 21:00:37 main:574] : INFO : Epoch 1829 | loss: 0.0312174 | val_loss: 0.031217 | Time: 3800.57 ms
[2021-04-26 21:00:41 main:574] : INFO : Epoch 1830 | loss: 0.0312174 | val_loss: 0.0312169 | Time: 3801.92 ms
[2021-04-26 21:00:45 main:574] : INFO : Epoch 1831 | loss: 0.0312179 | val_loss: 0.0312191 | Time: 3797.69 ms
[2021-04-26 21:01:09 main:574] : INFO : Epoch 1832 | loss: 0.0312206 | val_loss: 0.0312239 | Time: 24059.2 ms
[2021-04-26 21:01:13 main:574] : INFO : Epoch 1833 | loss: 0.0312204 | val_loss: 0.0312189 | Time: 3796.76 ms
[2021-04-26 21:01:17 main:574] : INFO : Epoch 1834 | loss: 0.0312183 | val_loss: 0.0312186 | Time: 3806.14 ms
[2021-04-26 21:01:20 main:574] : INFO : Epoch 1835 | loss: 0.0312211 | val_loss: 0.0312215 | Time: 3796.19 ms
[2021-04-26 21:01:24 main:574] : INFO : Epoch 1836 | loss: 0.0312205 | val_loss: 0.0312217 | Time: 3809.67 ms
[2021-04-26 21:01:28 main:574] : INFO : Epoch 1837 | loss: 0.0312188 | val_loss: 0.0312184 | Time: 3808.19 ms
[2021-04-26 21:01:32 main:574] : INFO : Epoch 1838 | loss: 0.0312189 | val_loss: 0.0312178 | Time: 3803.53 ms
[2021-04-26 21:01:36 main:574] : INFO : Epoch 1839 | loss: 0.0312186 | val_loss: 0.031223 | Time: 3807.75 ms
[2021-04-26 21:02:00 main:574] : INFO : Epoch 1840 | loss: 0.0312189 | val_loss: 0.0312174 | Time: 24129.4 ms
[2021-04-26 21:02:04 main:574] : INFO : Epoch 1841 | loss: 0.0312175 | val_loss: 0.0312192 | Time: 3803.65 ms
[2021-04-26 21:02:07 main:574] : INFO : Epoch 1842 | loss: 0.0312171 | val_loss: 0.0312191 | Time: 3816.22 ms
[2021-04-26 21:02:11 main:574] : INFO : Epoch 1843 | loss: 0.0312208 | val_loss: 0.0312194 | Time: 3805.21 ms
[2021-04-26 21:02:15 main:574] : INFO : Epoch 1844 | loss: 0.0312216 | val_loss: 0.0312188 | Time: 3810.21 ms
[2021-04-26 21:02:19 main:574] : INFO : Epoch 1845 | loss: 0.0312196 | val_loss: 0.0312203 | Time: 3804.58 ms
[2021-04-26 21:02:23 main:574] : INFO : Epoch 1846 | loss: 0.0312213 | val_loss: 0.0312259 | Time: 3810.02 ms
[2021-04-26 21:02:26 main:574] : INFO : Epoch 1847 | loss: 0.0312218 | val_loss: 0.0312229 | Time: 3803.42 ms
[2021-04-26 21:02:30 main:574] : INFO : Epoch 1848 | loss: 0.0312188 | val_loss: 0.0312186 | Time: 3817.32 ms
[2021-04-26 21:02:34 main:574] : INFO : Epoch 1849 | loss: 0.0312191 | val_loss: 0.0312201 | Time: 3803.28 ms
[2021-04-26 21:02:38 main:574] : INFO : Epoch 1850 | loss: 0.0312183 | val_loss: 0.0312181 | Time: 3814.15 ms
[2021-04-26 21:02:42 main:574] : INFO : Epoch 1851 | loss: 0.0312178 | val_loss: 0.0312228 | Time: 3803.4 ms
[2021-04-26 21:02:46 main:574] : INFO : Epoch 1852 | loss: 0.0312232 | val_loss: 0.0312233 | Time: 3812.36 ms
[2021-04-26 21:02:59 main:574] : INFO : Epoch 1853 | loss: 0.0312202 | val_loss: 0.0312194 | Time: 13846.2 ms
[2021-04-26 21:03:03 main:574] : INFO : Epoch 1854 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 3817.68 ms
[2021-04-26 21:03:07 main:574] : INFO : Epoch 1855 | loss: 0.0312213 | val_loss: 0.0312196 | Time: 3811.79 ms
[2021-04-26 21:03:11 main:574] : INFO : Epoch 1856 | loss: 0.0312192 | val_loss: 0.0312193 | Time: 3813.89 ms
[2021-04-26 21:03:15 main:574] : INFO : Epoch 1857 | loss: 0.0312177 | val_loss: 0.031217 | Time: 3795.56 ms
[2021-04-26 21:03:18 main:574] : INFO : Epoch 1858 | loss: 0.031217 | val_loss: 0.0312181 | Time: 3805.92 ms
[2021-04-26 21:03:22 main:574] : INFO : Epoch 1859 | loss: 0.0312172 | val_loss: 0.0312174 | Time: 3803.6 ms
[2021-04-26 21:03:26 main:574] : INFO : Epoch 1860 | loss: 0.0312177 | val_loss: 0.0312169 | Time: 3805.56 ms
[2021-04-26 21:03:30 main:574] : INFO : Epoch 1861 | loss: 0.031219 | val_loss: 0.0312177 | Time: 3804.62 ms
[2021-04-26 21:03:34 main:574] : INFO : Epoch 1862 | loss: 0.0312178 | val_loss: 0.031218 | Time: 4106.56 ms
[2021-04-26 21:03:38 main:574] : INFO : Epoch 1863 | loss: 0.0312177 | val_loss: 0.0312182 | Time: 3767.73 ms
[2021-04-26 21:03:52 main:574] : INFO : Epoch 1864 | loss: 0.0312177 | val_loss: 0.0312175 | Time: 13766.6 ms
[2021-04-26 21:03:55 main:574] : INFO : Epoch 1865 | loss: 0.0312174 | val_loss: 0.0312169 | Time: 3750.56 ms
[2021-04-26 21:03:59 main:574] : INFO : Epoch 1866 | loss: 0.031219 | val_loss: 0.0312173 | Time: 3752.41 ms
[2021-04-26 21:04:03 main:574] : INFO : Epoch 1867 | loss: 0.0312214 | val_loss: 0.0312201 | Time: 3751.19 ms
[2021-04-26 21:04:07 main:574] : INFO : Epoch 1868 | loss: 0.0312178 | val_loss: 0.0312178 | Time: 3750.47 ms
[2021-04-26 21:04:10 main:574] : INFO : Epoch 1869 | loss: 0.0312182 | val_loss: 0.0312183 | Time: 3745.47 ms
[2021-04-26 21:04:14 main:574] : INFO : Epoch 1870 | loss: 0.0312183 | val_loss: 0.0312214 | Time: 3739.1 ms
[2021-04-26 21:04:18 main:574] : INFO : Epoch 1871 | loss: 0.0312182 | val_loss: 0.0312181 | Time: 3740.82 ms
[2021-04-26 21:04:22 main:574] : INFO : Epoch 1872 | loss: 0.0312176 | val_loss: 0.0312171 | Time: 3745.68 ms
[2021-04-26 21:04:25 main:574] : INFO : Epoch 1873 | loss: 0.0312201 | val_loss: 0.0312202 | Time: 3742.89 ms
[2021-04-26 21:04:29 main:574] : INFO : Epoch 1874 | loss: 0.0312198 | val_loss: 0.0312199 | Time: 3751.62 ms
[2021-04-26 21:04:33 main:574] : INFO : Epoch 1875 | loss: 0.0312188 | val_loss: 0.0312171 | Time: 3749.42 ms
[2021-04-26 21:04:37 main:574] : INFO : Epoch 1876 | loss: 0.0312183 | val_loss: 0.0312172 | Time: 3746.97 ms
[2021-04-26 21:04:50 main:574] : INFO : Epoch 1877 | loss: 0.0312181 | val_loss: 0.0312186 | Time: 13863.8 ms
[2021-04-26 21:04:54 main:574] : INFO : Epoch 1878 | loss: 0.0312171 | val_loss: 0.0312184 | Time: 3746.24 ms
[2021-04-26 21:04:58 main:574] : INFO : Epoch 1879 | loss: 0.0312179 | val_loss: 0.0312169 | Time: 3750.4 ms
[2021-04-26 21:05:02 main:574] : INFO : Epoch 1880 | loss: 0.0312174 | val_loss: 0.031217 | Time: 3747.13 ms
[2021-04-26 21:05:05 main:574] : INFO : Epoch 1881 | loss: 0.0312172 | val_loss: 0.0312181 | Time: 3744.46 ms
[2021-04-26 21:05:09 main:574] : INFO : Epoch 1882 | loss: 0.0312184 | val_loss: 0.0312169 | Time: 3748.96 ms
[2021-04-26 21:05:13 main:574] : INFO : Epoch 1883 | loss: 0.0312178 | val_loss: 0.0312171 | Time: 3741.36 ms
[2021-04-26 21:05:17 main:574] : INFO : Epoch 1884 | loss: 0.0312193 | val_loss: 0.0312252 | Time: 3754.39 ms
[2021-04-26 21:05:20 main:574] : INFO : Epoch 1885 | loss: 0.0312183 | val_loss: 0.0312169 | Time: 3742.07 ms
[2021-04-26 21:05:24 main:574] : INFO : Epoch 1886 | loss: 0.0312186 | val_loss: 0.0312182 | Time: 3752.46 ms
[2021-04-26 21:05:28 main:574] : INFO : Epoch 1887 | loss: 0.0312171 | val_loss: 0.0312171 | Time: 3744.95 ms
[2021-04-26 21:05:32 main:574] : INFO : Epoch 1888 | loss: 0.031218 | val_loss: 0.0312173 | Time: 3748.57 ms
[2021-04-26 21:05:35 main:574] : INFO : Epoch 1889 | loss: 0.0312182 | val_loss: 0.0312175 | Time: 3743.47 ms
[2021-04-26 21:05:39 main:574] : INFO : Epoch 1890 | loss: 0.0312187 | val_loss: 0.0312185 | Time: 3749.63 ms
[2021-04-26 21:05:53 main:574] : INFO : Epoch 1891 | loss: 0.0312195 | val_loss: 0.0312215 | Time: 13807.2 ms
[2021-04-26 21:05:57 main:574] : INFO : Epoch 1892 | loss: 0.0312186 | val_loss: 0.0312169 | Time: 3753.6 ms
[2021-04-26 21:06:01 main:574] : INFO : Epoch 1893 | loss: 0.0312176 | val_loss: 0.031217 | Time: 3747.52 ms
[2021-04-26 21:06:04 main:574] : INFO : Epoch 1894 | loss: 0.0312171 | val_loss: 0.031218 | Time: 3751.3 ms
[2021-04-26 21:06:08 main:574] : INFO : Epoch 1895 | loss: 0.0312189 | val_loss: 0.0312179 | Time: 3750.37 ms
[2021-04-26 21:06:12 main:574] : INFO : Epoch 1896 | loss: 0.0312178 | val_loss: 0.0312172 | Time: 3753.45 ms
[2021-04-26 21:06:16 main:574] : INFO : Epoch 1897 | loss: 0.0312172 | val_loss: 0.0312172 | Time: 3744.54 ms
[2021-04-26 21:06:19 main:574] : INFO : Epoch 1898 | loss: 0.0312181 | val_loss: 0.0312176 | Time: 3749.51 ms
[2021-04-26 21:06:23 main:574] : INFO : Epoch 1899 | loss: 0.0312194 | val_loss: 0.0312194 | Time: 3747.49 ms
[2021-04-26 21:06:27 main:574] : INFO : Epoch 1900 | loss: 0.0312178 | val_loss: 0.0312187 | Time: 3745.86 ms
[2021-04-26 21:06:51 main:574] : INFO : Epoch 1901 | loss: 0.031219 | val_loss: 0.0312186 | Time: 24038.1 ms
[2021-04-26 21:06:55 main:574] : INFO : Epoch 1902 | loss: 0.0312187 | val_loss: 0.0312196 | Time: 3809.1 ms
[2021-04-26 21:06:58 main:574] : INFO : Epoch 1903 | loss: 0.0312179 | val_loss: 0.0312191 | Time: 3814.61 ms
[2021-04-26 21:07:02 main:574] : INFO : Epoch 1904 | loss: 0.0312178 | val_loss: 0.0312179 | Time: 3807.89 ms
[2021-04-26 21:07:06 main:574] : INFO : Epoch 1905 | loss: 0.0312195 | val_loss: 0.0312169 | Time: 3798.97 ms
[2021-04-26 21:07:10 main:574] : INFO : Epoch 1906 | loss: 0.031218 | val_loss: 0.031218 | Time: 3808.51 ms
[2021-04-26 21:07:14 main:574] : INFO : Epoch 1907 | loss: 0.0312177 | val_loss: 0.031218 | Time: 3814.63 ms
[2021-04-26 21:07:18 main:574] : INFO : Epoch 1908 | loss: 0.0312184 | val_loss: 0.0312201 | Time: 3808.29 ms
[2021-04-26 21:07:21 main:574] : INFO : Epoch 1909 | loss: 0.0312184 | val_loss: 0.0312188 | Time: 3811.47 ms
[2021-04-26 21:07:25 main:574] : INFO : Epoch 1910 | loss: 0.0312193 | val_loss: 0.0312198 | Time: 3808.07 ms
[2021-04-26 21:07:29 main:574] : INFO : Epoch 1911 | loss: 0.0312177 | val_loss: 0.0312184 | Time: 3812.49 ms
[2021-04-26 21:07:33 main:574] : INFO : Epoch 1912 | loss: 0.031218 | val_loss: 0.031217 | Time: 3804.88 ms
[2021-04-26 21:07:37 main:574] : INFO : Epoch 1913 | loss: 0.0312187 | val_loss: 0.0312171 | Time: 3796.77 ms
[2021-04-26 21:07:40 main:574] : INFO : Epoch 1914 | loss: 0.031218 | val_loss: 0.031217 | Time: 3806.07 ms
[2021-04-26 21:07:54 main:574] : INFO : Epoch 1915 | loss: 0.0312193 | val_loss: 0.0312202 | Time: 13922.2 ms
[2021-04-26 21:07:58 main:574] : INFO : Epoch 1916 | loss: 0.0312194 | val_loss: 0.0312176 | Time: 3804.84 ms
[2021-04-26 21:08:02 main:574] : INFO : Epoch 1917 | loss: 0.0312185 | val_loss: 0.0312173 | Time: 3798.57 ms
[2021-04-26 21:08:06 main:574] : INFO : Epoch 1918 | loss: 0.0312187 | val_loss: 0.0312202 | Time: 3806.11 ms
[2021-04-26 21:08:10 main:574] : INFO : Epoch 1919 | loss: 0.0312192 | val_loss: 0.0312266 | Time: 3796.82 ms
[2021-04-26 21:08:13 main:574] : INFO : Epoch 1920 | loss: 0.0312225 | val_loss: 0.0312188 | Time: 3806.52 ms
[2021-04-26 21:08:17 main:574] : INFO : Epoch 1921 | loss: 0.0312216 | val_loss: 0.031221 | Time: 3805.72 ms
[2021-04-26 21:08:21 main:574] : INFO : Epoch 1922 | loss: 0.0312201 | val_loss: 0.0312214 | Time: 3813.25 ms
[2021-04-26 21:08:25 main:574] : INFO : Epoch 1923 | loss: 0.0312181 | val_loss: 0.0312179 | Time: 3805.66 ms
[2021-04-26 21:08:29 main:574] : INFO : Epoch 1924 | loss: 0.031218 | val_loss: 0.0312172 | Time: 3805.15 ms
[2021-04-26 21:08:32 main:574] : INFO : Epoch 1925 | loss: 0.0312195 | val_loss: 0.0312181 | Time: 3802.55 ms
[2021-04-26 21:08:36 main:574] : INFO : Epoch 1926 | loss: 0.0312187 | val_loss: 0.0312178 | Time: 3804.52 ms
[2021-04-26 21:08:40 main:574] : INFO : Epoch 1927 | loss: 0.0312186 | val_loss: 0.0312191 | Time: 3805.92 ms
[2021-04-26 21:08:54 main:574] : INFO : Epoch 1928 | loss: 0.03122 | val_loss: 0.0312176 | Time: 14010.2 ms
[2021-04-26 21:08:58 main:574] : INFO : Epoch 1929 | loss: 0.0312208 | val_loss: 0.0312173 | Time: 3814.26 ms
[2021-04-26 21:09:02 main:574] : INFO : Epoch 1930 | loss: 0.0312182 | val_loss: 0.0312171 | Time: 3817.45 ms
[2021-04-26 21:09:05 main:574] : INFO : Epoch 1931 | loss: 0.0312198 | val_loss: 0.0312175 | Time: 3806.68 ms
[2021-04-26 21:09:09 main:574] : INFO : Epoch 1932 | loss: 0.0312176 | val_loss: 0.0312172 | Time: 3807.5 ms
[2021-04-26 21:09:13 main:574] : INFO : Epoch 1933 | loss: 0.0312178 | val_loss: 0.0312177 | Time: 3796.21 ms
[2021-04-26 21:09:17 main:574] : INFO : Epoch 1934 | loss: 0.0312182 | val_loss: 0.0312173 | Time: 3807.58 ms
[2021-04-26 21:09:21 main:574] : INFO : Epoch 1935 | loss: 0.0312177 | val_loss: 0.031217 | Time: 3803.9 ms
[2021-04-26 21:09:25 main:574] : INFO : Epoch 1936 | loss: 0.0312175 | val_loss: 0.0312179 | Time: 3811.73 ms
[2021-04-26 21:09:28 main:574] : INFO : Epoch 1937 | loss: 0.0312178 | val_loss: 0.0312177 | Time: 3793.09 ms
[2021-04-26 21:09:32 main:574] : INFO : Epoch 1938 | loss: 0.0312172 | val_loss: 0.0312181 | Time: 3813.76 ms
[2021-04-26 21:09:36 main:574] : INFO : Epoch 1939 | loss: 0.0312182 | val_loss: 0.0312183 | Time: 3805.37 ms
[2021-04-26 21:09:40 main:574] : INFO : Epoch 1940 | loss: 0.0312173 | val_loss: 0.0312169 | Time: 3812.68 ms
[2021-04-26 21:09:54 main:574] : INFO : Epoch 1941 | loss: 0.0312186 | val_loss: 0.0312177 | Time: 13862.6 ms
[2021-04-26 21:09:57 main:574] : INFO : Epoch 1942 | loss: 0.0312182 | val_loss: 0.0312181 | Time: 3814.97 ms
[2021-04-26 21:10:01 main:574] : INFO : Epoch 1943 | loss: 0.0312171 | val_loss: 0.0312171 | Time: 3806.26 ms
[2021-04-26 21:10:05 main:574] : INFO : Epoch 1944 | loss: 0.0312182 | val_loss: 0.0312173 | Time: 3806.45 ms
[2021-04-26 21:10:09 main:574] : INFO : Epoch 1945 | loss: 0.0312183 | val_loss: 0.031217 | Time: 3803.63 ms
[2021-04-26 21:10:13 main:574] : INFO : Epoch 1946 | loss: 0.031218 | val_loss: 0.0312172 | Time: 3809.2 ms
[2021-04-26 21:10:17 main:574] : INFO : Epoch 1947 | loss: 0.0312192 | val_loss: 0.0312171 | Time: 3799.8 ms
[2021-04-26 21:10:20 main:574] : INFO : Epoch 1948 | loss: 0.0312175 | val_loss: 0.0312192 | Time: 3813.62 ms
[2021-04-26 21:10:24 main:574] : INFO : Epoch 1949 | loss: 0.0312178 | val_loss: 0.0312169 | Time: 3795.39 ms
[2021-04-26 21:10:28 main:574] : INFO : Epoch 1950 | loss: 0.0312175 | val_loss: 0.0312203 | Time: 3807.08 ms
[2021-04-26 21:10:32 main:574] : INFO : Epoch 1951 | loss: 0.0312174 | val_loss: 0.0312213 | Time: 3805.01 ms
[2021-04-26 21:10:36 main:574] : INFO : Epoch 1952 | loss: 0.0312199 | val_loss: 0.0312205 | Time: 3812.3 ms
[2021-04-26 21:10:39 main:574] : INFO : Epoch 1953 | loss: 0.0312191 | val_loss: 0.0312169 | Time: 3804.38 ms
[2021-04-26 21:10:53 main:574] : INFO : Epoch 1954 | loss: 0.0312173 | val_loss: 0.031217 | Time: 13977.3 ms
[2021-04-26 21:10:57 main:574] : INFO : Epoch 1955 | loss: 0.0312182 | val_loss: 0.0312217 | Time: 3808.02 ms
[2021-04-26 21:11:01 main:574] : INFO : Epoch 1956 | loss: 0.0312178 | val_loss: 0.0312194 | Time: 3811.86 ms
[2021-04-26 21:11:05 main:574] : INFO : Epoch 1957 | loss: 0.0312186 | val_loss: 0.0312172 | Time: 3805.78 ms
[2021-04-26 21:11:09 main:574] : INFO : Epoch 1958 | loss: 0.0312172 | val_loss: 0.0312169 | Time: 3810.36 ms
[2021-04-26 21:11:12 main:574] : INFO : Epoch 1959 | loss: 0.0312182 | val_loss: 0.0312193 | Time: 3804.56 ms
[2021-04-26 21:11:16 main:574] : INFO : Epoch 1960 | loss: 0.03122 | val_loss: 0.0312172 | Time: 3806.98 ms
[2021-04-26 21:11:20 main:574] : INFO : Epoch 1961 | loss: 0.031218 | val_loss: 0.0312175 | Time: 3803.74 ms
[2021-04-26 21:11:24 main:574] : INFO : Epoch 1962 | loss: 0.0312187 | val_loss: 0.031217 | Time: 3801.22 ms
[2021-04-26 21:11:28 main:574] : INFO : Epoch 1963 | loss: 0.0312177 | val_loss: 0.0312169 | Time: 3804.88 ms
[2021-04-26 21:11:31 main:574] : INFO : Epoch 1964 | loss: 0.0312195 | val_loss: 0.0312201 | Time: 3807.12 ms
[2021-04-26 21:11:35 main:574] : INFO : Epoch 1965 | loss: 0.0312225 | val_loss: 0.0312303 | Time: 3798.75 ms
[2021-04-26 21:11:39 main:574] : INFO : Epoch 1966 | loss: 0.0312218 | val_loss: 0.031218 | Time: 3809.87 ms
[2021-04-26 21:11:53 main:574] : INFO : Epoch 1967 | loss: 0.0312192 | val_loss: 0.0312174 | Time: 13888.1 ms
[2021-04-26 21:11:57 main:574] : INFO : Epoch 1968 | loss: 0.0312172 | val_loss: 0.0312172 | Time: 3838.4 ms
[2021-04-26 21:12:01 main:574] : INFO : Epoch 1969 | loss: 0.031218 | val_loss: 0.0312186 | Time: 3803.06 ms
[2021-04-26 21:12:04 main:574] : INFO : Epoch 1970 | loss: 0.0312177 | val_loss: 0.031218 | Time: 3805.75 ms
[2021-04-26 21:12:08 main:574] : INFO : Epoch 1971 | loss: 0.0312176 | val_loss: 0.0312212 | Time: 3805.31 ms
[2021-04-26 21:12:12 main:574] : INFO : Epoch 1972 | loss: 0.031219 | val_loss: 0.0312216 | Time: 3799.24 ms
[2021-04-26 21:12:16 main:574] : INFO : Epoch 1973 | loss: 0.0312187 | val_loss: 0.0312227 | Time: 3798.7 ms
[2021-04-26 21:12:20 main:574] : INFO : Epoch 1974 | loss: 0.0312197 | val_loss: 0.0312233 | Time: 3806.97 ms
[2021-04-26 21:12:23 main:574] : INFO : Epoch 1975 | loss: 0.0312211 | val_loss: 0.0312217 | Time: 3800.7 ms
[2021-04-26 21:12:27 main:574] : INFO : Epoch 1976 | loss: 0.0312178 | val_loss: 0.031217 | Time: 3810.19 ms
[2021-04-26 21:12:31 main:574] : INFO : Epoch 1977 | loss: 0.0312176 | val_loss: 0.0312171 | Time: 3805.41 ms
[2021-04-26 21:12:35 main:574] : INFO : Epoch 1978 | loss: 0.0312209 | val_loss: 0.0312231 | Time: 3808.96 ms
[2021-04-26 21:12:39 main:574] : INFO : Epoch 1979 | loss: 0.0312233 | val_loss: 0.0312249 | Time: 3810.27 ms
[2021-04-26 21:12:43 main:574] : INFO : Epoch 1980 | loss: 0.031227 | val_loss: 0.0312224 | Time: 3811.82 ms
[2021-04-26 21:13:07 main:574] : INFO : Epoch 1981 | loss: 0.0312217 | val_loss: 0.0312196 | Time: 24101.1 ms
[2021-04-26 21:13:10 main:574] : INFO : Epoch 1982 | loss: 0.0312179 | val_loss: 0.0312171 | Time: 3812.73 ms
[2021-04-26 21:13:14 main:574] : INFO : Epoch 1983 | loss: 0.031217 | val_loss: 0.0312173 | Time: 3801.7 ms
[2021-04-26 21:13:18 main:574] : INFO : Epoch 1984 | loss: 0.0312174 | val_loss: 0.0312184 | Time: 3801.75 ms
[2021-04-26 21:13:22 main:574] : INFO : Epoch 1985 | loss: 0.0312174 | val_loss: 0.031217 | Time: 3793.74 ms
[2021-04-26 21:13:26 main:574] : INFO : Epoch 1986 | loss: 0.0312171 | val_loss: 0.0312172 | Time: 3804.46 ms
[2021-04-26 21:13:29 main:574] : INFO : Epoch 1987 | loss: 0.0312184 | val_loss: 0.0312173 | Time: 3807.71 ms
[2021-04-26 21:13:33 main:574] : INFO : Epoch 1988 | loss: 0.0312226 | val_loss: 0.031223 | Time: 3808.19 ms
[2021-04-26 21:13:57 main:574] : INFO : Epoch 1989 | loss: 0.0312214 | val_loss: 0.0312174 | Time: 24015.4 ms
[2021-04-26 21:14:01 main:574] : INFO : Epoch 1990 | loss: 0.0312176 | val_loss: 0.0312173 | Time: 3811.7 ms
[2021-04-26 21:14:05 main:574] : INFO : Epoch 1991 | loss: 0.0312172 | val_loss: 0.0312224 | Time: 3797.56 ms
[2021-04-26 21:14:09 main:574] : INFO : Epoch 1992 | loss: 0.0312202 | val_loss: 0.0312177 | Time: 3810.35 ms
[2021-04-26 21:14:13 main:574] : INFO : Epoch 1993 | loss: 0.0312172 | val_loss: 0.0312172 | Time: 3801.04 ms
[2021-04-26 21:14:16 main:574] : INFO : Epoch 1994 | loss: 0.0312188 | val_loss: 0.0312208 | Time: 3800.69 ms
[2021-04-26 21:14:20 main:574] : INFO : Epoch 1995 | loss: 0.0312189 | val_loss: 0.0312171 | Time: 3799.69 ms
[2021-04-26 21:14:24 main:574] : INFO : Epoch 1996 | loss: 0.0312172 | val_loss: 0.0312172 | Time: 3809.93 ms
[2021-04-26 21:14:28 main:574] : INFO : Epoch 1997 | loss: 0.0312182 | val_loss: 0.0312171 | Time: 3797.23 ms
[2021-04-26 21:14:32 main:574] : INFO : Epoch 1998 | loss: 0.031218 | val_loss: 0.0312182 | Time: 3809.61 ms
[2021-04-26 21:14:35 main:574] : INFO : Epoch 1999 | loss: 0.0312177 | val_loss: 0.031217 | Time: 3801.44 ms
[2021-04-26 21:14:39 main:574] : INFO : Epoch 2000 | loss: 0.0312185 | val_loss: 0.0312197 | Time: 3810.56 ms
[2021-04-26 21:14:43 main:574] : INFO : Epoch 2001 | loss: 0.0312177 | val_loss: 0.0312174 | Time: 3796.61 ms
[2021-04-26 21:15:07 main:574] : INFO : Epoch 2002 | loss: 0.0312188 | val_loss: 0.0312188 | Time: 24097.7 ms
[2021-04-26 21:15:11 main:574] : INFO : Epoch 2003 | loss: 0.0312187 | val_loss: 0.0312183 | Time: 3803.17 ms
[2021-04-26 21:15:15 main:574] : INFO : Epoch 2004 | loss: 0.0312192 | val_loss: 0.0312187 | Time: 3808.41 ms
[2021-04-26 21:15:19 main:574] : INFO : Epoch 2005 | loss: 0.0312176 | val_loss: 0.0312211 | Time: 3801.42 ms
[2021-04-26 21:15:22 main:574] : INFO : Epoch 2006 | loss: 0.0312181 | val_loss: 0.0312173 | Time: 3802.32 ms
[2021-04-26 21:15:26 main:574] : INFO : Epoch 2007 | loss: 0.0312175 | val_loss: 0.0312194 | Time: 3804.17 ms
[2021-04-26 21:15:30 main:574] : INFO : Epoch 2008 | loss: 0.0312176 | val_loss: 0.0312181 | Time: 3804.42 ms
[2021-04-26 21:15:34 main:574] : INFO : Epoch 2009 | loss: 0.0312175 | val_loss: 0.0312171 | Time: 3801.07 ms
[2021-04-26 21:15:38 main:574] : INFO : Epoch 2010 | loss: 0.031218 | val_loss: 0.0312201 | Time: 3800.25 ms
[2021-04-26 21:15:41 main:574] : INFO : Epoch 2011 | loss: 0.0312192 | val_loss: 0.0312175 | Time: 3811.1 ms
[2021-04-26 21:15:55 main:574] : INFO : Epoch 2012 | loss: 0.0312186 | val_loss: 0.0312187 | Time: 13848.1 ms
[2021-04-26 21:15:59 main:574] : INFO : Epoch 2013 | loss: 0.0312174 | val_loss: 0.0312173 | Time: 3823.87 ms
[2021-04-26 21:16:03 main:574] : INFO : Epoch 2014 | loss: 0.0312176 | val_loss: 0.0312175 | Time: 3801.75 ms
[2021-04-26 21:16:07 main:574] : INFO : Epoch 2015 | loss: 0.0312179 | val_loss: 0.0312169 | Time: 3802.51 ms
[2021-04-26 21:16:11 main:574] : INFO : Epoch 2016 | loss: 0.0312178 | val_loss: 0.0312183 | Time: 3808.2 ms
[2021-04-26 21:16:14 main:574] : INFO : Epoch 2017 | loss: 0.031221 | val_loss: 0.0312213 | Time: 3793.4 ms
[2021-04-26 21:16:18 main:574] : INFO : Epoch 2018 | loss: 0.0312194 | val_loss: 0.0312174 | Time: 3810.66 ms
[2021-04-26 21:16:22 main:574] : INFO : Epoch 2019 | loss: 0.0312207 | val_loss: 0.0312199 | Time: 3801.11 ms
[2021-04-26 21:16:26 main:574] : INFO : Epoch 2020 | loss: 0.0312195 | val_loss: 0.0312175 | Time: 3806.05 ms
[2021-04-26 21:16:30 main:574] : INFO : Epoch 2021 | loss: 0.0312182 | val_loss: 0.0312192 | Time: 3799.19 ms
[2021-04-26 21:16:33 main:574] : INFO : Epoch 2022 | loss: 0.0312198 | val_loss: 0.0312241 | Time: 3799.43 ms
[2021-04-26 21:16:57 main:574] : INFO : Epoch 2023 | loss: 0.0312222 | val_loss: 0.0312242 | Time: 23822.3 ms
[2021-04-26 21:17:01 main:574] : INFO : Epoch 2024 | loss: 0.031223 | val_loss: 0.0312192 | Time: 3781.9 ms
[2021-04-26 21:17:05 main:574] : INFO : Epoch 2025 | loss: 0.03122 | val_loss: 0.0312253 | Time: 3790.52 ms
[2021-04-26 21:17:09 main:574] : INFO : Epoch 2026 | loss: 0.0312209 | val_loss: 0.0312189 | Time: 3799.15 ms
[2021-04-26 21:17:12 main:574] : INFO : Epoch 2027 | loss: 0.0312199 | val_loss: 0.0312176 | Time: 3801.12 ms
[2021-04-26 21:17:16 main:574] : INFO : Epoch 2028 | loss: 0.0312183 | val_loss: 0.0312174 | Time: 3809.63 ms
[2021-04-26 21:17:20 main:574] : INFO : Epoch 2029 | loss: 0.0312186 | val_loss: 0.0312179 | Time: 3801.64 ms
[2021-04-26 21:17:24 main:574] : INFO : Epoch 2030 | loss: 0.0312205 | val_loss: 0.0312173 | Time: 3810 ms
[2021-04-26 21:17:28 main:574] : INFO : Epoch 2031 | loss: 0.0312191 | val_loss: 0.031218 | Time: 3800.66 ms
[2021-04-26 21:17:31 main:574] : INFO : Epoch 2032 | loss: 0.0312194 | val_loss: 0.0312175 | Time: 3807.56 ms
[2021-04-26 21:17:35 main:574] : INFO : Epoch 2033 | loss: 0.0312176 | val_loss: 0.0312171 | Time: 3798.31 ms
[2021-04-26 21:17:39 main:574] : INFO : Epoch 2034 | loss: 0.0312174 | val_loss: 0.0312177 | Time: 3812.65 ms
[2021-04-26 21:17:43 main:574] : INFO : Epoch 2035 | loss: 0.0312174 | val_loss: 0.0312175 | Time: 3804.22 ms
[2021-04-26 21:17:57 main:574] : INFO : Epoch 2036 | loss: 0.0312174 | val_loss: 0.0312237 | Time: 13835.8 ms
[2021-04-26 21:18:01 main:574] : INFO : Epoch 2037 | loss: 0.0312196 | val_loss: 0.0312203 | Time: 3818.59 ms
[2021-04-26 21:18:04 main:574] : INFO : Epoch 2038 | loss: 0.0312179 | val_loss: 0.0312185 | Time: 3805.94 ms
[2021-04-26 21:18:08 main:574] : INFO : Epoch 2039 | loss: 0.0312189 | val_loss: 0.0312216 | Time: 3810.03 ms
[2021-04-26 21:18:12 main:574] : INFO : Epoch 2040 | loss: 0.0312206 | val_loss: 0.031222 | Time: 3797.53 ms
[2021-04-26 21:18:16 main:574] : INFO : Epoch 2041 | loss: 0.0312188 | val_loss: 0.0312176 | Time: 3804 ms
[2021-04-26 21:18:20 main:574] : INFO : Epoch 2042 | loss: 0.0312179 | val_loss: 0.0312186 | Time: 3807.22 ms
[2021-04-26 21:18:23 main:574] : INFO : Epoch 2043 | loss: 0.0312179 | val_loss: 0.0312174 | Time: 3810.12 ms
[2021-04-26 21:18:27 main:574] : INFO : Epoch 2044 | loss: 0.0312175 | val_loss: 0.0312169 | Time: 3799.68 ms
[2021-04-26 21:18:31 main:574] : INFO : Epoch 2045 | loss: 0.0312182 | val_loss: 0.0312171 | Time: 3807.7 ms
[2021-04-26 21:18:35 main:574] : INFO : Epoch 2046 | loss: 0.031218 | val_loss: 0.0312182 | Time: 3804.04 ms
[2021-04-26 21:18:39 main:574] : INFO : Epoch 2047 | loss: 0.0312239 | val_loss: 0.0312203 | Time: 3807.6 ms
[2021-04-26 21:18:42 main:574] : INFO : Epoch 2048 | loss: 0.0312195 | val_loss: 0.0312203 | Time: 3803.81 ms
[2021-04-26 21:18:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312203
[2021-04-26 21:18:42 main:603] : INFO : Saving end state to config to file
[2021-04-26 21:18:42 main:608] : INFO : Success, exiting..
21:18:42 (23376): 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)