Task 14623353
| Name | ParityModified-1647040618-23158-3-0_3 |
| Workunit | 11576453 |
| Created | 17 Apr 2022, 22:01:19 UTC |
| Sent | 17 Apr 2022, 22:01:58 UTC |
| Report deadline | 25 Apr 2022, 22:01:58 UTC |
| Received | 18 Apr 2022, 8:24:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2381 |
| Run time | 2 hours 4 min 45 sec |
| CPU time | 2 hours 1 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,156.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Time: 3396.56 ms [2022-04-18 03:52:49 main:574] : INFO : Epoch 1542 | loss: 0.0312203 | val_loss: 0.031217 | Time: 3227.65 ms [2022-04-18 03:52:53 main:574] : INFO : Epoch 1543 | loss: 0.0312216 | val_loss: 0.0312174 | Time: 4255.7 ms [2022-04-18 03:52:57 main:574] : INFO : Epoch 1544 | loss: 0.0312199 | val_loss: 0.0312172 | Time: 3254.54 ms [2022-04-18 03:53:01 main:574] : INFO : Epoch 1545 | loss: 0.0312207 | val_loss: 0.0312183 | Time: 4460.56 ms [2022-04-18 03:53:04 main:574] : INFO : Epoch 1546 | loss: 0.0312206 | val_loss: 0.0312175 | Time: 3311.79 ms [2022-04-18 03:53:08 main:574] : INFO : Epoch 1547 | loss: 0.0312196 | val_loss: 0.0312177 | Time: 3750.62 ms [2022-04-18 03:53:12 main:574] : INFO : Epoch 1548 | loss: 0.0312197 | val_loss: 0.0312173 | Time: 3682.95 ms [2022-04-18 03:53:15 main:574] : INFO : Epoch 1549 | loss: 0.0312198 | val_loss: 0.0312182 | Time: 3081.71 ms [2022-04-18 03:53:19 main:574] : INFO : Epoch 1550 | loss: 0.0312208 | val_loss: 0.0312172 | Time: 3958.24 ms [2022-04-18 03:53:22 main:574] : INFO : Epoch 1551 | loss: 0.0312202 | val_loss: 0.0312174 | Time: 3020.33 ms [2022-04-18 03:53:25 main:574] : INFO : Epoch 1552 | loss: 0.0312206 | val_loss: 0.0312181 | Time: 3108.46 ms [2022-04-18 03:53:29 main:574] : INFO : Epoch 1553 | loss: 0.0312216 | val_loss: 0.0312189 | Time: 3801.72 ms [2022-04-18 03:53:32 main:574] : INFO : Epoch 1554 | loss: 0.0312213 | val_loss: 0.0312198 | Time: 3587.81 ms [2022-04-18 03:53:36 main:574] : INFO : Epoch 1555 | loss: 0.0312224 | val_loss: 0.0312203 | Time: 3342.85 ms [2022-04-18 03:53:40 main:574] : INFO : Epoch 1556 | loss: 0.0312218 | val_loss: 0.0312174 | Time: 4105.01 ms [2022-04-18 03:53:43 main:574] : INFO : Epoch 1557 | loss: 0.0312197 | val_loss: 0.0312172 | Time: 3147.94 ms [2022-04-18 03:53:47 main:574] : INFO : Epoch 1558 | loss: 0.0312197 | val_loss: 0.0312172 | Time: 4062.75 ms [2022-04-18 03:53:50 main:574] : INFO : Epoch 1559 | loss: 0.0312197 | val_loss: 0.0312169 | Time: 3326.07 ms [2022-04-18 03:53:54 main:574] : INFO : Epoch 1560 | loss: 0.0312196 | val_loss: 0.0312182 | Time: 3665.83 ms [2022-04-18 03:53:58 main:574] : INFO : Epoch 1561 | loss: 0.0312201 | val_loss: 0.0312181 | Time: 3666.56 ms [2022-04-18 03:54:01 main:574] : INFO : Epoch 1562 | loss: 0.0312198 | val_loss: 0.0312174 | Time: 3249.52 ms [2022-04-18 03:54:05 main:574] : INFO : Epoch 1563 | loss: 0.0312197 | val_loss: 0.0312172 | Time: 4161.73 ms [2022-04-18 03:54:08 main:574] : INFO : Epoch 1564 | loss: 0.0312208 | val_loss: 0.0312176 | Time: 3255.54 ms [2022-04-18 03:54:12 main:574] : INFO : Epoch 1565 | loss: 0.0312211 | val_loss: 0.0312176 | Time: 3814.03 ms [2022-04-18 03:54:16 main:574] : INFO : Epoch 1566 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 3569.36 ms [2022-04-18 03:54:19 main:574] : INFO : Epoch 1567 | loss: 0.0312209 | val_loss: 0.0312186 | Time: 3290.59 ms [2022-04-18 03:54:23 main:574] : INFO : Epoch 1568 | loss: 0.0312201 | val_loss: 0.0312171 | Time: 4197.94 ms [2022-04-18 03:54:26 main:574] : INFO : Epoch 1569 | loss: 0.0312199 | val_loss: 0.0312171 | Time: 3156.55 ms [2022-04-18 03:54:30 main:574] : INFO : Epoch 1570 | loss: 0.0312203 | val_loss: 0.0312174 | Time: 3196.76 ms [2022-04-18 03:54:34 main:574] : INFO : Epoch 1571 | loss: 0.0312195 | val_loss: 0.0312175 | Time: 4046.87 ms [2022-04-18 03:54:37 main:574] : INFO : Epoch 1572 | loss: 0.0312207 | val_loss: 0.0312174 | Time: 3429.24 ms [2022-04-18 03:54:40 main:574] : INFO : Epoch 1573 | loss: 0.0312202 | val_loss: 0.0312188 | Time: 3379.53 ms [2022-04-18 03:54:44 main:574] : INFO : Epoch 1574 | loss: 0.0312217 | val_loss: 0.0312181 | Time: 3997.43 ms [2022-04-18 03:54:48 main:574] : INFO : Epoch 1575 | loss: 0.0312217 | val_loss: 0.0312187 | Time: 3203.59 ms [2022-04-18 03:54:52 main:574] : INFO : Epoch 1576 | loss: 0.0312205 | val_loss: 0.0312176 | Time: 4094.4 ms [2022-04-18 03:54:55 main:574] : INFO : Epoch 1577 | loss: 0.03122 | val_loss: 0.0312191 | Time: 3296.15 ms [2022-04-18 03:54:59 main:574] : INFO : Epoch 1578 | loss: 0.0312205 | val_loss: 0.0312168 | Time: 3567.18 ms [2022-04-18 03:55:03 main:574] : INFO : Epoch 1579 | loss: 0.0312199 | val_loss: 0.0312184 | Time: 4009.14 ms [2022-04-18 03:55:06 main:574] : INFO : Epoch 1580 | loss: 0.0312206 | val_loss: 0.0312182 | Time: 3324.8 ms [2022-04-18 03:55:10 main:574] : INFO : Epoch 1581 | loss: 0.031222 | val_loss: 0.0312188 | Time: 4241.59 ms [2022-04-18 03:55:13 main:574] : INFO : Epoch 1582 | loss: 0.0312206 | val_loss: 0.0312172 | Time: 3260.12 ms [2022-04-18 03:55:27 main:574] : INFO : Epoch 1583 | loss: 0.0312199 | val_loss: 0.0312171 | Time: 13858.4 ms [2022-04-18 03:55:31 main:574] : INFO : Epoch 1584 | loss: 0.0312196 | val_loss: 0.031217 | Time: 3248.69 ms [2022-04-18 03:55:35 main:574] : INFO : Epoch 1585 | loss: 0.0312198 | val_loss: 0.0312175 | Time: 4191.47 ms [2022-04-18 03:55:38 main:574] : INFO : Epoch 1586 | loss: 0.03122 | val_loss: 0.0312177 | Time: 3224.04 ms [2022-04-18 03:55:41 main:574] : INFO : Epoch 1587 | loss: 0.0312198 | val_loss: 0.0312172 | Time: 3201.71 ms [2022-04-18 03:55:45 main:574] : INFO : Epoch 1588 | loss: 0.0312205 | val_loss: 0.0312177 | Time: 3893.56 ms [2022-04-18 03:55:49 main:574] : INFO : Epoch 1589 | loss: 0.0312208 | val_loss: 0.0312182 | Time: 3759.25 ms [2022-04-18 03:55:52 main:574] : INFO : Epoch 1590 | loss: 0.0312222 | val_loss: 0.0312204 | Time: 3294.14 ms [2022-04-18 03:55:57 main:574] : INFO : Epoch 1591 | loss: 0.0312203 | val_loss: 0.0312179 | Time: 4375.25 ms [2022-04-18 03:56:00 main:574] : INFO : Epoch 1592 | loss: 0.0312202 | val_loss: 0.0312169 | Time: 3105.58 ms [2022-04-18 03:56:04 main:574] : INFO : Epoch 1593 | loss: 0.0312212 | val_loss: 0.0312185 | Time: 4236.63 ms [2022-04-18 03:56:07 main:574] : INFO : Epoch 1594 | loss: 0.03122 | val_loss: 0.0312168 | Time: 3294.14 ms [2022-04-18 03:56:11 main:574] : INFO : Epoch 1595 | loss: 0.0312196 | val_loss: 0.0312186 | Time: 3574.52 ms [2022-04-18 03:56:15 main:574] : INFO : Epoch 1596 | loss: 0.03122 | val_loss: 0.0312179 | Time: 3772.37 ms [2022-04-18 03:56:18 main:574] : INFO : Epoch 1597 | loss: 0.03122 | val_loss: 0.0312168 | Time: 3276.15 ms [2022-04-18 03:56:22 main:574] : INFO : Epoch 1598 | loss: 0.0312202 | val_loss: 0.0312173 | Time: 4155.82 ms [2022-04-18 03:56:25 main:574] : INFO : Epoch 1599 | loss: 0.0312209 | val_loss: 0.0312194 | Time: 3280.45 ms [2022-04-18 03:56:29 main:574] : INFO : Epoch 1600 | loss: 0.0312231 | val_loss: 0.0312278 | Time: 3987.84 ms [2022-04-18 03:56:33 main:574] : INFO : Epoch 1601 | loss: 0.0312233 | val_loss: 0.0312183 | Time: 3504.17 ms [2022-04-18 03:56:36 main:574] : INFO : Epoch 1602 | loss: 0.0312207 | val_loss: 0.031218 | Time: 3551.95 ms [2022-04-18 03:56:41 main:574] : INFO : Epoch 1603 | loss: 0.0312203 | val_loss: 0.0312173 | Time: 4302.84 ms [2022-04-18 03:56:44 main:574] : INFO : Epoch 1604 | loss: 0.031221 | val_loss: 0.0312174 | Time: 3323.82 ms [2022-04-18 03:56:48 main:574] : INFO : Epoch 1605 | loss: 0.0312199 | val_loss: 0.0312174 | Time: 4336.23 ms [2022-04-18 03:56:51 main:574] : INFO : Epoch 1606 | loss: 0.0312214 | val_loss: 0.0312184 | Time: 3046.71 ms [2022-04-18 03:56:55 main:574] : INFO : Epoch 1607 | loss: 0.0312202 | val_loss: 0.031218 | Time: 3187.43 ms [2022-04-18 03:56:58 main:574] : INFO : Epoch 1608 | loss: 0.0312213 | val_loss: 0.0312213 | Time: 3744.58 ms [2022-04-18 03:57:02 main:574] : INFO : Epoch 1609 | loss: 0.0312208 | val_loss: 0.0312184 | Time: 3727.78 ms [2022-04-18 03:57:05 main:574] : INFO : Epoch 1610 | loss: 0.0312201 | val_loss: 0.0312175 | Time: 3428.98 ms [2022-04-18 03:57:09 main:574] : INFO : Epoch 1611 | loss: 0.0312211 | val_loss: 0.0312194 | Time: 3996.61 ms [2022-04-18 03:57:13 main:574] : INFO : Epoch 1612 | loss: 0.0312211 | val_loss: 0.0312179 | Time: 3237.16 ms [2022-04-18 03:57:17 main:574] : INFO : Epoch 1613 | loss: 0.0312206 | val_loss: 0.0312177 | Time: 4167.05 ms [2022-04-18 03:57:20 main:574] : INFO : Epoch 1614 | loss: 0.0312195 | val_loss: 0.0312168 | Time: 3215.2 ms [2022-04-18 03:57:24 main:574] : INFO : Epoch 1615 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 3494.54 ms [2022-04-18 03:57:27 main:574] : INFO : Epoch 1616 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 3663.29 ms [2022-04-18 03:57:30 main:574] : INFO : Epoch 1617 | loss: 0.03122 | val_loss: 0.0312211 | Time: 3094.92 ms [2022-04-18 03:57:34 main:574] : INFO : Epoch 1618 | loss: 0.0312198 | val_loss: 0.0312173 | Time: 3902.43 ms [2022-04-18 03:57:37 main:574] : INFO : Epoch 1619 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 3238.69 ms [2022-04-18 03:57:41 main:574] : INFO : Epoch 1620 | loss: 0.0312201 | val_loss: 0.0312173 | Time: 3661.36 ms [2022-04-18 03:57:45 main:574] : INFO : Epoch 1621 | loss: 0.0312196 | val_loss: 0.0312173 | Time: 3782.04 ms [2022-04-18 03:57:48 main:574] : INFO : Epoch 1622 | loss: 0.0312201 | val_loss: 0.0312179 | Time: 3288.9 ms [2022-04-18 03:57:52 main:574] : INFO : Epoch 1623 | loss: 0.0312201 | val_loss: 0.0312196 | Time: 4098.52 ms [2022-04-18 03:57:56 main:574] : INFO : Epoch 1624 | loss: 0.0312206 | val_loss: 0.031217 | Time: 3271.45 ms [2022-04-18 03:58:00 main:574] : INFO : Epoch 1625 | loss: 0.0312203 | val_loss: 0.0312167 | Time: 3882.11 ms [2022-04-18 03:58:03 main:574] : INFO : Epoch 1626 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 3690.53 ms [2022-04-18 03:58:07 main:574] : INFO : Epoch 1627 | loss: 0.0312216 | val_loss: 0.0312207 | Time: 3405.93 ms [2022-04-18 03:58:11 main:574] : INFO : Epoch 1628 | loss: 0.031221 | val_loss: 0.0312184 | Time: 4030.8 ms [2022-04-18 03:58:14 main:574] : INFO : Epoch 1629 | loss: 0.0312204 | val_loss: 0.0312179 | Time: 3146.8 ms [2022-04-18 03:58:17 main:574] : INFO : Epoch 1630 | loss: 0.0312205 | val_loss: 0.0312168 | Time: 3237.41 ms [2022-04-18 03:58:21 main:574] : INFO : Epoch 1631 | loss: 0.0312199 | val_loss: 0.0312173 | Time: 3734.22 ms [2022-04-18 03:58:24 main:574] : INFO : Epoch 1632 | loss: 0.0312201 | val_loss: 0.0312167 | Time: 3358.48 ms [2022-04-18 03:58:28 main:574] : INFO : Epoch 1633 | loss: 0.0312195 | val_loss: 0.031217 | Time: 3431.97 ms [2022-04-18 03:58:32 main:574] : INFO : Epoch 1634 | loss: 0.0312194 | val_loss: 0.0312173 | Time: 4036.05 ms [2022-04-18 03:58:45 main:574] : INFO : Epoch 1635 | loss: 0.0312205 | val_loss: 0.0312167 | Time: 13568.9 ms [2022-04-18 03:58:49 main:574] : INFO : Epoch 1636 | loss: 0.0312196 | val_loss: 0.0312175 | Time: 3941.54 ms [2022-04-18 03:58:52 main:574] : INFO : Epoch 1637 | loss: 0.0312211 | val_loss: 0.0312182 | Time: 3067.75 ms [2022-04-18 03:58:56 main:574] : INFO : Epoch 1638 | loss: 0.0312206 | val_loss: 0.0312174 | Time: 3664.76 ms [2022-04-18 03:58:59 main:574] : INFO : Epoch 1639 | loss: 0.0312202 | val_loss: 0.031217 | Time: 3491.25 ms [2022-04-18 03:59:03 main:574] : INFO : Epoch 1640 | loss: 0.0312199 | val_loss: 0.0312175 | Time: 3694.9 ms [2022-04-18 03:59:07 main:574] : INFO : Epoch 1641 | loss: 0.0312197 | val_loss: 0.0312169 | Time: 4057.32 ms [2022-04-18 03:59:10 main:574] : INFO : Epoch 1642 | loss: 0.0312198 | val_loss: 0.0312174 | Time: 3348.71 ms [2022-04-18 03:59:15 main:574] : INFO : Epoch 1643 | loss: 0.0312209 | val_loss: 0.0312176 | Time: 4446.23 ms [2022-04-18 03:59:18 main:574] : INFO : Epoch 1644 | loss: 0.0312198 | val_loss: 0.0312175 | Time: 3288.8 ms [2022-04-18 03:59:22 main:574] : INFO : Epoch 1645 | loss: 0.03122 | val_loss: 0.031218 | Time: 3867.85 ms [2022-04-18 03:59:26 main:574] : INFO : Epoch 1646 | loss: 0.0312194 | val_loss: 0.0312171 | Time: 3519.07 ms [2022-04-18 03:59:29 main:574] : INFO : Epoch 1647 | loss: 0.0312197 | val_loss: 0.0312189 | Time: 3236.25 ms [2022-04-18 03:59:32 main:574] : INFO : Epoch 1648 | loss: 0.0312202 | val_loss: 0.0312193 | Time: 3487.93 ms [2022-04-18 03:59:36 main:574] : INFO : Epoch 1649 | loss: 0.0312211 | val_loss: 0.0312213 | Time: 3926.73 ms [2022-04-18 03:59:40 main:574] : INFO : Epoch 1650 | loss: 0.0312203 | val_loss: 0.031217 | Time: 3276.19 ms [2022-04-18 03:59:44 main:574] : INFO : Epoch 1651 | loss: 0.0312199 | val_loss: 0.0312172 | Time: 4116.6 ms [2022-04-18 03:59:47 main:574] : INFO : Epoch 1652 | loss: 0.0312207 | val_loss: 0.031217 | Time: 3254.19 ms [2022-04-18 03:59:51 main:574] : INFO : Epoch 1653 | loss: 0.031221 | val_loss: 0.0312227 | Time: 3772.77 ms [2022-04-18 03:59:54 main:574] : INFO : Epoch 1654 | loss: 0.0312208 | val_loss: 0.031218 | Time: 3608.43 ms [2022-04-18 03:59:58 main:574] : INFO : Epoch 1655 | loss: 0.0312199 | val_loss: 0.031219 | Time: 3264.75 ms [2022-04-18 04:00:02 main:574] : INFO : Epoch 1656 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 4510.97 ms [2022-04-18 04:00:05 main:574] : INFO : Epoch 1657 | loss: 0.0312192 | val_loss: 0.0312168 | Time: 3268.86 ms [2022-04-18 04:00:09 main:574] : INFO : Epoch 1658 | loss: 0.0312202 | val_loss: 0.031217 | Time: 3975.83 ms [2022-04-18 04:00:13 main:574] : INFO : Epoch 1659 | loss: 0.0312199 | val_loss: 0.031217 | Time: 3441.99 ms [2022-04-18 04:00:16 main:574] : INFO : Epoch 1660 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 3664.99 ms [2022-04-18 04:00:20 main:574] : INFO : Epoch 1661 | loss: 0.0312195 | val_loss: 0.0312173 | Time: 3792.1 ms [2022-04-18 04:00:23 main:574] : INFO : Epoch 1662 | loss: 0.0312192 | val_loss: 0.0312207 | Time: 3187.74 ms [2022-04-18 04:00:28 main:574] : INFO : Epoch 1663 | loss: 0.0312204 | val_loss: 0.0312181 | Time: 4165.01 ms [2022-04-18 04:00:31 main:574] : INFO : Epoch 1664 | loss: 0.0312214 | val_loss: 0.031219 | Time: 3275.1 ms [2022-04-18 04:00:35 main:574] : INFO : Epoch 1665 | loss: 0.0312221 | val_loss: 0.031219 | Time: 3946.37 ms [2022-04-18 04:00:38 main:574] : INFO : Epoch 1666 | loss: 0.0312199 | val_loss: 0.0312171 | Time: 3546.02 ms [2022-04-18 04:00:42 main:574] : INFO : Epoch 1667 | loss: 0.0312195 | val_loss: 0.031217 | Time: 3228.25 ms [2022-04-18 04:00:46 main:574] : INFO : Epoch 1668 | loss: 0.0312201 | val_loss: 0.0312179 | Time: 4120.13 ms [2022-04-18 04:00:49 main:574] : INFO : Epoch 1669 | loss: 0.0312205 | val_loss: 0.0312168 | Time: 3109.27 ms [2022-04-18 04:00:52 main:574] : INFO : Epoch 1670 | loss: 0.0312209 | val_loss: 0.0312177 | Time: 3272.51 ms [2022-04-18 04:00:56 main:574] : INFO : Epoch 1671 | loss: 0.0312214 | val_loss: 0.0312219 | Time: 3763.59 ms [2022-04-18 04:01:00 main:574] : INFO : Epoch 1672 | loss: 0.0312229 | val_loss: 0.0312216 | Time: 3623.48 ms [2022-04-18 04:01:03 main:574] : INFO : Epoch 1673 | loss: 0.0312205 | val_loss: 0.0312206 | Time: 3456.89 ms [2022-04-18 04:01:07 main:574] : INFO : Epoch 1674 | loss: 0.0312212 | val_loss: 0.0312223 | Time: 4144.95 ms [2022-04-18 04:01:10 main:574] : INFO : Epoch 1675 | loss: 0.0312218 | val_loss: 0.0312169 | Time: 3288.48 ms [2022-04-18 04:01:15 main:574] : INFO : Epoch 1676 | loss: 0.0312226 | val_loss: 0.0312215 | Time: 4195.43 ms [2022-04-18 04:01:18 main:574] : INFO : Epoch 1677 | loss: 0.0312208 | val_loss: 0.0312198 | Time: 3298.84 ms [2022-04-18 04:01:21 main:574] : INFO : Epoch 1678 | loss: 0.0312218 | val_loss: 0.03122 | Time: 3509.49 ms [2022-04-18 04:01:25 main:574] : INFO : Epoch 1679 | loss: 0.0312227 | val_loss: 0.0312187 | Time: 3927.65 ms [2022-04-18 04:01:29 main:574] : INFO : Epoch 1680 | loss: 0.0312216 | val_loss: 0.0312179 | Time: 3353.6 ms [2022-04-18 04:01:33 main:574] : INFO : Epoch 1681 | loss: 0.031222 | val_loss: 0.0312189 | Time: 4187.57 ms [2022-04-18 04:01:36 main:574] : INFO : Epoch 1682 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 3410.15 ms [2022-04-18 04:01:40 main:574] : INFO : Epoch 1683 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 3896.1 ms [2022-04-18 04:01:44 main:574] : INFO : Epoch 1684 | loss: 0.0312193 | val_loss: 0.0312171 | Time: 3773.57 ms [2022-04-18 04:01:47 main:574] : INFO : Epoch 1685 | loss: 0.0312198 | val_loss: 0.0312211 | Time: 3314.16 ms [2022-04-18 04:01:52 main:574] : INFO : Epoch 1686 | loss: 0.0312203 | val_loss: 0.0312173 | Time: 4296.45 ms [2022-04-18 04:01:55 main:574] : INFO : Epoch 1687 | loss: 0.0312208 | val_loss: 0.0312247 | Time: 3374.54 ms [2022-04-18 04:01:59 main:574] : INFO : Epoch 1688 | loss: 0.0312237 | val_loss: 0.0312179 | Time: 4323.2 ms [2022-04-18 04:02:03 main:574] : INFO : Epoch 1689 | loss: 0.0312213 | val_loss: 0.0312179 | Time: 3330.07 ms [2022-04-18 04:02:06 main:574] : INFO : Epoch 1690 | loss: 0.0312212 | val_loss: 0.031217 | Time: 3304.51 ms [2022-04-18 04:02:10 main:574] : INFO : Epoch 1691 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 3620.24 ms [2022-04-18 04:02:14 main:574] : INFO : Epoch 1692 | loss: 0.0312199 | val_loss: 0.0312169 | Time: 3915.5 ms [2022-04-18 04:02:17 main:574] : INFO : Epoch 1693 | loss: 0.0312205 | val_loss: 0.031218 | Time: 3313.85 ms [2022-04-18 04:02:21 main:574] : INFO : Epoch 1694 | loss: 0.0312211 | val_loss: 0.0312191 | Time: 4149.58 ms [2022-04-18 04:02:24 main:574] : INFO : Epoch 1695 | loss: 0.0312211 | val_loss: 0.031217 | Time: 3360.11 ms [2022-04-18 04:02:28 main:574] : INFO : Epoch 1696 | loss: 0.0312196 | val_loss: 0.031217 | Time: 3908.16 ms [2022-04-18 04:02:32 main:574] : INFO : Epoch 1697 | loss: 0.0312198 | val_loss: 0.0312175 | Time: 3712.84 ms [2022-04-18 04:02:36 main:574] : INFO : Epoch 1698 | loss: 0.0312208 | val_loss: 0.0312172 | Time: 3552.89 ms [2022-04-18 04:02:40 main:574] : INFO : Epoch 1699 | loss: 0.0312211 | val_loss: 0.0312189 | Time: 4042.99 ms [2022-04-18 04:02:43 main:574] : INFO : Epoch 1700 | loss: 0.0312199 | val_loss: 0.0312168 | Time: 3352.42 ms [2022-04-18 04:02:47 main:574] : INFO : Epoch 1701 | loss: 0.03122 | val_loss: 0.0312197 | Time: 4235.02 ms [2022-04-18 04:02:51 main:574] : INFO : Epoch 1702 | loss: 0.0312206 | val_loss: 0.0312178 | Time: 3408.97 ms [2022-04-18 04:02:54 main:574] : INFO : Epoch 1703 | loss: 0.0312203 | val_loss: 0.0312172 | Time: 3658.53 ms [2022-04-18 04:02:58 main:574] : INFO : Epoch 1704 | loss: 0.0312199 | val_loss: 0.0312172 | Time: 3848.07 ms [2022-04-18 04:03:02 main:574] : INFO : Epoch 1705 | loss: 0.0312205 | val_loss: 0.0312175 | Time: 3436.98 ms [2022-04-18 04:03:06 main:574] : INFO : Epoch 1706 | loss: 0.03122 | val_loss: 0.0312172 | Time: 4194.14 ms [2022-04-18 04:03:09 main:574] : INFO : Epoch 1707 | loss: 0.0312205 | val_loss: 0.031221 | Time: 3288.25 ms [2022-04-18 04:03:13 main:574] : INFO : Epoch 1708 | loss: 0.0312199 | val_loss: 0.0312169 | Time: 3840.88 ms [2022-04-18 04:03:17 main:574] : INFO : Epoch 1709 | loss: 0.031221 | val_loss: 0.0312185 | Time: 3656.56 ms [2022-04-18 04:03:20 main:574] : INFO : Epoch 1710 | loss: 0.0312219 | val_loss: 0.0312197 | Time: 3240.15 ms [2022-04-18 04:03:23 main:574] : INFO : Epoch 1711 | loss: 0.0312202 | val_loss: 0.0312179 | Time: 3368.47 ms [2022-04-18 04:03:27 main:574] : INFO : Epoch 1712 | loss: 0.0312195 | val_loss: 0.0312176 | Time: 4214.54 ms [2022-04-18 04:03:31 main:574] : INFO : Epoch 1713 | loss: 0.0312214 | val_loss: 0.0312169 | Time: 3292.58 ms [2022-04-18 04:03:35 main:574] : INFO : Epoch 1714 | loss: 0.0312235 | val_loss: 0.0312219 | Time: 3968.51 ms [2022-04-18 04:03:38 main:574] : INFO : Epoch 1715 | loss: 0.0312219 | val_loss: 0.031223 | Time: 3564.72 ms [2022-04-18 04:03:42 main:574] : INFO : Epoch 1716 | loss: 0.0312235 | val_loss: 0.0312192 | Time: 3315.58 ms [2022-04-18 04:03:46 main:574] : INFO : Epoch 1717 | loss: 0.0312226 | val_loss: 0.0312201 | Time: 4173.36 ms [2022-04-18 04:03:49 main:574] : INFO : Epoch 1718 | loss: 0.031222 | val_loss: 0.0312192 | Time: 3286.33 ms [2022-04-18 04:03:53 main:574] : INFO : Epoch 1719 | loss: 0.0312204 | val_loss: 0.0312173 | Time: 4136.12 ms [2022-04-18 04:03:57 main:574] : INFO : Epoch 1720 | loss: 0.0312197 | val_loss: 0.0312188 | Time: 3448.3 ms [2022-04-18 04:04:00 main:574] : INFO : Epoch 1721 | loss: 0.0312206 | val_loss: 0.0312215 | Time: 3635.15 ms [2022-04-18 04:04:04 main:574] : INFO : Epoch 1722 | loss: 0.03122 | val_loss: 0.0312179 | Time: 3973.22 ms [2022-04-18 04:04:08 main:574] : INFO : Epoch 1723 | loss: 0.0312202 | val_loss: 0.0312169 | Time: 3289.26 ms [2022-04-18 04:04:12 main:574] : INFO : Epoch 1724 | loss: 0.0312195 | val_loss: 0.0312175 | Time: 4006.74 ms [2022-04-18 04:04:15 main:574] : INFO : Epoch 1725 | loss: 0.0312194 | val_loss: 0.0312175 | Time: 3484.27 ms [2022-04-18 04:04:19 main:574] : INFO : Epoch 1726 | loss: 0.0312195 | val_loss: 0.0312167 | Time: 3610.24 ms [2022-04-18 04:04:23 main:574] : INFO : Epoch 1727 | loss: 0.031221 | val_loss: 0.0312173 | Time: 3986.07 ms [2022-04-18 04:04:26 main:574] : INFO : Epoch 1728 | loss: 0.0312214 | val_loss: 0.0312193 | Time: 3327.7 ms [2022-04-18 04:04:30 main:574] : INFO : Epoch 1729 | loss: 0.0312196 | val_loss: 0.0312175 | Time: 4124.44 ms [2022-04-18 04:04:33 main:574] : INFO : Epoch 1730 | loss: 0.0312203 | val_loss: 0.0312182 | Time: 3324.04 ms [2022-04-18 04:04:37 main:574] : INFO : Epoch 1731 | loss: 0.0312206 | val_loss: 0.0312172 | Time: 3341.83 ms [2022-04-18 04:04:41 main:574] : INFO : Epoch 1732 | loss: 0.0312202 | val_loss: 0.031218 | Time: 3817.63 ms [2022-04-18 04:04:44 main:574] : INFO : Epoch 1733 | loss: 0.0312219 | val_loss: 0.0312211 | Time: 3678.78 ms [2022-04-18 04:04:48 main:574] : INFO : Epoch 1734 | loss: 0.0312198 | val_loss: 0.0312181 | Time: 3358.64 ms [2022-04-18 04:04:52 main:574] : INFO : Epoch 1735 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 4317.62 ms [2022-04-18 04:04:55 main:574] : INFO : Epoch 1736 | loss: 0.0312194 | val_loss: 0.0312177 | Time: 3316.65 ms [2022-04-18 04:04:59 main:574] : INFO : Epoch 1737 | loss: 0.0312214 | val_loss: 0.0312197 | Time: 3929.15 ms [2022-04-18 04:05:03 main:574] : INFO : Epoch 1738 | loss: 0.0312208 | val_loss: 0.0312201 | Time: 3729.49 ms [2022-04-18 04:05:06 main:574] : INFO : Epoch 1739 | loss: 0.0312212 | val_loss: 0.0312172 | Time: 3380.91 ms [2022-04-18 04:05:10 main:574] : INFO : Epoch 1740 | loss: 0.0312225 | val_loss: 0.0312208 | Time: 4206.4 ms [2022-04-18 04:05:14 main:574] : INFO : Epoch 1741 | loss: 0.0312217 | val_loss: 0.0312172 | Time: 3316.44 ms [2022-04-18 04:05:18 main:574] : INFO : Epoch 1742 | loss: 0.0312202 | val_loss: 0.0312216 | Time: 4043.47 ms [2022-04-18 04:05:21 main:574] : INFO : Epoch 1743 | loss: 0.0312212 | val_loss: 0.0312171 | Time: 3474.39 ms [2022-04-18 04:05:25 main:574] : INFO : Epoch 1744 | loss: 0.0312199 | val_loss: 0.031217 | Time: 3347.82 ms [2022-04-18 04:05:29 main:574] : INFO : Epoch 1745 | loss: 0.03122 | val_loss: 0.031217 | Time: 4201.53 ms [2022-04-18 04:05:32 main:574] : INFO : Epoch 1746 | loss: 0.0312195 | val_loss: 0.0312167 | Time: 3365.12 ms [2022-04-18 04:05:36 main:574] : INFO : Epoch 1747 | loss: 0.0312198 | val_loss: 0.0312177 | Time: 4046.1 ms [2022-04-18 04:05:40 main:574] : INFO : Epoch 1748 | loss: 0.0312201 | val_loss: 0.0312177 | Time: 3547.36 ms [2022-04-18 04:05:43 main:574] : INFO : Epoch 1749 | loss: 0.0312199 | val_loss: 0.0312182 | Time: 3533.56 ms [2022-04-18 04:05:47 main:574] : INFO : Epoch 1750 | loss: 0.0312199 | val_loss: 0.0312166 | Time: 4057.04 ms [2022-04-18 04:05:51 main:574] : INFO : Epoch 1751 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 3250.23 ms [2022-04-18 04:05:54 main:574] : INFO : Epoch 1752 | loss: 0.0312204 | val_loss: 0.0312176 | Time: 3323.05 ms [2022-04-18 04:05:58 main:574] : INFO : Epoch 1753 | loss: 0.0312198 | val_loss: 0.0312168 | Time: 3975.99 ms [2022-04-18 04:06:02 main:574] : INFO : Epoch 1754 | loss: 0.03122 | val_loss: 0.0312177 | Time: 3685.78 ms [2022-04-18 04:06:05 main:574] : INFO : Epoch 1755 | loss: 0.0312205 | val_loss: 0.0312188 | Time: 3629.88 ms [2022-04-18 04:06:09 main:574] : INFO : Epoch 1756 | loss: 0.0312203 | val_loss: 0.031217 | Time: 3904.36 ms [2022-04-18 04:06:13 main:574] : INFO : Epoch 1757 | loss: 0.0312192 | val_loss: 0.0312169 | Time: 3393.72 ms [2022-04-18 04:06:17 main:574] : INFO : Epoch 1758 | loss: 0.0312194 | val_loss: 0.0312171 | Time: 4164.22 ms [2022-04-18 04:06:20 main:574] : INFO : Epoch 1759 | loss: 0.0312194 | val_loss: 0.0312198 | Time: 3307.92 ms [2022-04-18 04:06:24 main:574] : INFO : Epoch 1760 | loss: 0.0312196 | val_loss: 0.0312182 | Time: 3877.11 ms [2022-04-18 04:06:28 main:574] : INFO : Epoch 1761 | loss: 0.0312201 | val_loss: 0.0312175 | Time: 3726.09 ms [2022-04-18 04:06:31 main:574] : INFO : Epoch 1762 | loss: 0.0312203 | val_loss: 0.0312174 | Time: 3437.75 ms [2022-04-18 04:06:35 main:574] : INFO : Epoch 1763 | loss: 0.0312203 | val_loss: 0.0312172 | Time: 4281.19 ms [2022-04-18 04:06:39 main:574] : INFO : Epoch 1764 | loss: 0.031221 | val_loss: 0.0312172 | Time: 3344.67 ms [2022-04-18 04:06:43 main:574] : INFO : Epoch 1765 | loss: 0.0312199 | val_loss: 0.0312176 | Time: 3853.9 ms [2022-04-18 04:06:46 main:574] : INFO : Epoch 1766 | loss: 0.0312198 | val_loss: 0.0312173 | Time: 3654.29 ms [2022-04-18 04:06:50 main:574] : INFO : Epoch 1767 | loss: 0.0312203 | val_loss: 0.0312191 | Time: 3501.11 ms [2022-04-18 04:06:54 main:574] : INFO : Epoch 1768 | loss: 0.0312201 | val_loss: 0.0312179 | Time: 4050.37 ms [2022-04-18 04:06:57 main:574] : INFO : Epoch 1769 | loss: 0.0312204 | val_loss: 0.0312194 | Time: 3348.91 ms [2022-04-18 04:07:02 main:574] : INFO : Epoch 1770 | loss: 0.0312237 | val_loss: 0.0312184 | Time: 4486.17 ms [2022-04-18 04:07:05 main:574] : INFO : Epoch 1771 | loss: 0.0312218 | val_loss: 0.0312173 | Time: 3300.26 ms [2022-04-18 04:07:09 main:574] : INFO : Epoch 1772 | loss: 0.0312199 | val_loss: 0.0312174 | Time: 3804.8 ms [2022-04-18 04:07:13 main:574] : INFO : Epoch 1773 | loss: 0.0312219 | val_loss: 0.031217 | Time: 3759.27 ms [2022-04-18 04:07:16 main:574] : INFO : Epoch 1774 | loss: 0.0312214 | val_loss: 0.0312182 | Time: 3278.5 ms [2022-04-18 04:07:19 main:574] : INFO : Epoch 1775 | loss: 0.03122 | val_loss: 0.0312169 | Time: 3349.25 ms [2022-04-18 04:07:23 main:574] : INFO : Epoch 1776 | loss: 0.0312211 | val_loss: 0.031218 | Time: 4199.98 ms [2022-04-18 04:07:27 main:574] : INFO : Epoch 1777 | loss: 0.031221 | val_loss: 0.0312201 | Time: 3318.91 ms [2022-04-18 04:07:30 main:574] : INFO : Epoch 1778 | loss: 0.0312234 | val_loss: 0.0312227 | Time: 3695.67 ms [2022-04-18 04:07:34 main:574] : INFO : Epoch 1779 | loss: 0.0312243 | val_loss: 0.0312183 | Time: 3778.93 ms [2022-04-18 04:07:38 main:574] : INFO : Epoch 1780 | loss: 0.0312208 | val_loss: 0.0312193 | Time: 3325.53 ms [2022-04-18 04:07:42 main:574] : INFO : Epoch 1781 | loss: 0.0312206 | val_loss: 0.031218 | Time: 4120.5 ms [2022-04-18 04:07:45 main:574] : INFO : Epoch 1782 | loss: 0.0312211 | val_loss: 0.0312174 | Time: 3325.35 ms [2022-04-18 04:07:49 main:574] : INFO : Epoch 1783 | loss: 0.0312201 | val_loss: 0.0312193 | Time: 3960.48 ms [2022-04-18 04:07:53 main:574] : INFO : Epoch 1784 | loss: 0.0312212 | val_loss: 0.031218 | Time: 3617.05 ms [2022-04-18 04:07:56 main:574] : INFO : Epoch 1785 | loss: 0.0312212 | val_loss: 0.0312182 | Time: 3276.57 ms [2022-04-18 04:08:00 main:574] : INFO : Epoch 1786 | loss: 0.03122 | val_loss: 0.0312168 | Time: 4305.64 ms [2022-04-18 04:08:03 main:574] : INFO : Epoch 1787 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 3281.4 ms [2022-04-18 04:08:07 main:574] : INFO : Epoch 1788 | loss: 0.0312199 | val_loss: 0.0312177 | Time: 3989.59 ms [2022-04-18 04:08:11 main:574] : INFO : Epoch 1789 | loss: 0.03122 | val_loss: 0.0312174 | Time: 3542.87 ms [2022-04-18 04:08:15 main:574] : INFO : Epoch 1790 | loss: 0.0312198 | val_loss: 0.0312171 | Time: 3562.4 ms [2022-04-18 04:08:19 main:574] : INFO : Epoch 1791 | loss: 0.03122 | val_loss: 0.0312191 | Time: 3930.93 ms [2022-04-18 04:08:22 main:574] : INFO : Epoch 1792 | loss: 0.0312215 | val_loss: 0.031218 | Time: 3237.31 ms [2022-04-18 04:08:25 main:574] : INFO : Epoch 1793 | loss: 0.0312222 | val_loss: 0.0312183 | Time: 3297.16 ms [2022-04-18 04:08:29 main:574] : INFO : Epoch 1794 | loss: 0.0312196 | val_loss: 0.0312167 | Time: 4197.1 ms [2022-04-18 04:08:33 main:574] : INFO : Epoch 1795 | loss: 0.0312201 | val_loss: 0.0312172 | Time: 3295.37 ms [2022-04-18 04:08:36 main:574] : INFO : Epoch 1796 | loss: 0.0312195 | val_loss: 0.0312181 | Time: 3649.96 ms [2022-04-18 04:08:40 main:574] : INFO : Epoch 1797 | loss: 0.03122 | val_loss: 0.0312171 | Time: 3819.19 ms [2022-04-18 04:08:43 main:574] : INFO : Epoch 1798 | loss: 0.0312203 | val_loss: 0.0312172 | Time: 3358.04 ms [2022-04-18 04:08:48 main:574] : INFO : Epoch 1799 | loss: 0.0312201 | val_loss: 0.0312178 | Time: 4173.32 ms [2022-04-18 04:08:51 main:574] : INFO : Epoch 1800 | loss: 0.0312223 | val_loss: 0.0312171 | Time: 3285.92 ms [2022-04-18 04:08:55 main:574] : INFO : Epoch 1801 | loss: 0.0312203 | val_loss: 0.0312182 | Time: 3869.46 ms [2022-04-18 04:08:58 main:574] : INFO : Epoch 1802 | loss: 0.0312205 | val_loss: 0.0312178 | Time: 3556.32 ms [2022-04-18 04:09:02 main:574] : INFO : Epoch 1803 | loss: 0.0312197 | val_loss: 0.0312169 | Time: 3374.77 ms [2022-04-18 04:09:06 main:574] : INFO : Epoch 1804 | loss: 0.0312192 | val_loss: 0.0312173 | Time: 4102.97 ms [2022-04-18 04:09:09 main:574] : INFO : Epoch 1805 | loss: 0.0312201 | val_loss: 0.031218 | Time: 3292.01 ms [2022-04-18 04:09:13 main:574] : INFO : Epoch 1806 | loss: 0.0312222 | val_loss: 0.0312277 | Time: 3806.59 ms [2022-04-18 04:09:17 main:574] : INFO : Epoch 1807 | loss: 0.0312257 | val_loss: 0.0312173 | Time: 3626.66 ms [2022-04-18 04:09:20 main:574] : INFO : Epoch 1808 | loss: 0.031224 | val_loss: 0.0312191 | Time: 3295.44 ms [2022-04-18 04:09:24 main:574] : INFO : Epoch 1809 | loss: 0.0312203 | val_loss: 0.0312175 | Time: 4181.85 ms [2022-04-18 04:09:27 main:574] : INFO : Epoch 1810 | loss: 0.0312201 | val_loss: 0.0312173 | Time: 3257.71 ms [2022-04-18 04:09:31 main:574] : INFO : Epoch 1811 | loss: 0.0312198 | val_loss: 0.0312171 | Time: 3963.93 ms [2022-04-18 04:09:35 main:574] : INFO : Epoch 1812 | loss: 0.0312198 | val_loss: 0.0312172 | Time: 3490.57 ms [2022-04-18 04:09:38 main:574] : INFO : Epoch 1813 | loss: 0.0312204 | val_loss: 0.0312247 | Time: 3198.06 ms [2022-04-18 04:09:41 main:574] : INFO : Epoch 1814 | loss: 0.0312228 | val_loss: 0.0312175 | Time: 3488.67 ms [2022-04-18 04:09:45 main:574] : INFO : Epoch 1815 | loss: 0.0312197 | val_loss: 0.0312169 | Time: 4020.41 ms [2022-04-18 04:09:49 main:574] : INFO : Epoch 1816 | loss: 0.0312209 | val_loss: 0.0312169 | Time: 3280.62 ms [2022-04-18 04:09:53 main:574] : INFO : Epoch 1817 | loss: 0.0312195 | val_loss: 0.0312174 | Time: 4107.35 ms [2022-04-18 04:09:56 main:574] : INFO : Epoch 1818 | loss: 0.0312199 | val_loss: 0.0312186 | Time: 3350.2 ms [2022-04-18 04:10:00 main:574] : INFO : Epoch 1819 | loss: 0.0312204 | val_loss: 0.0312179 | Time: 4009.68 ms [2022-04-18 04:10:04 main:574] : INFO : Epoch 1820 | loss: 0.0312206 | val_loss: 0.0312189 | Time: 3704.09 ms [2022-04-18 04:10:07 main:574] : INFO : Epoch 1821 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 3345.12 ms [2022-04-18 04:10:11 main:574] : INFO : Epoch 1822 | loss: 0.0312202 | val_loss: 0.0312168 | Time: 4151.14 ms [2022-04-18 04:10:15 main:574] : INFO : Epoch 1823 | loss: 0.03122 | val_loss: 0.0312179 | Time: 3275.52 ms [2022-04-18 04:10:19 main:574] : INFO : Epoch 1824 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 4100.57 ms [2022-04-18 04:10:22 main:574] : INFO : Epoch 1825 | loss: 0.03122 | val_loss: 0.0312184 | Time: 3318.1 ms [2022-04-18 04:10:26 main:574] : INFO : Epoch 1826 | loss: 0.0312208 | val_loss: 0.0312172 | Time: 3715.65 ms [2022-04-18 04:10:30 main:574] : INFO : Epoch 1827 | loss: 0.03122 | val_loss: 0.031217 | Time: 3704.65 ms [2022-04-18 04:10:33 main:574] : INFO : Epoch 1828 | loss: 0.03122 | val_loss: 0.0312188 | Time: 3223.08 ms [2022-04-18 04:10:36 main:574] : INFO : Epoch 1829 | loss: 0.03122 | val_loss: 0.0312178 | Time: 3263.34 ms [2022-04-18 04:10:40 main:574] : INFO : Epoch 1830 | loss: 0.0312211 | val_loss: 0.0312223 | Time: 4258.93 ms [2022-04-18 04:10:44 main:574] : INFO : Epoch 1831 | loss: 0.0312215 | val_loss: 0.0312172 | Time: 3234.19 ms [2022-04-18 04:10:47 main:574] : INFO : Epoch 1832 | loss: 0.0312213 | val_loss: 0.0312212 | Time: 3782.27 ms [2022-04-18 04:10:51 main:574] : INFO : Epoch 1833 | loss: 0.0312208 | val_loss: 0.0312175 | Time: 3676.2 ms [2022-04-18 04:10:54 main:574] : INFO : Epoch 1834 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 3344.5 ms [2022-04-18 04:10:59 main:574] : INFO : Epoch 1835 | loss: 0.03122 | val_loss: 0.0312179 | Time: 4220.33 ms [2022-04-18 04:11:02 main:574] : INFO : Epoch 1836 | loss: 0.0312207 | val_loss: 0.0312185 | Time: 3378.35 ms [2022-04-18 04:11:06 main:574] : INFO : Epoch 1837 | loss: 0.0312206 | val_loss: 0.031218 | Time: 3717.6 ms [2022-04-18 04:11:09 main:574] : INFO : Epoch 1838 | loss: 0.0312212 | val_loss: 0.0312189 | Time: 3771.13 ms [2022-04-18 04:11:13 main:574] : INFO : Epoch 1839 | loss: 0.0312221 | val_loss: 0.0312201 | Time: 3300.4 ms [2022-04-18 04:11:17 main:574] : INFO : Epoch 1840 | loss: 0.0312201 | val_loss: 0.0312178 | Time: 4168.27 ms [2022-04-18 04:11:20 main:574] : INFO : Epoch 1841 | loss: 0.0312218 | val_loss: 0.0312201 | Time: 3279.4 ms [2022-04-18 04:11:24 main:574] : INFO : Epoch 1842 | loss: 0.0312206 | val_loss: 0.0312174 | Time: 3671.92 ms [2022-04-18 04:11:28 main:574] : INFO : Epoch 1843 | loss: 0.0312205 | val_loss: 0.0312187 | Time: 3707.21 ms [2022-04-18 04:11:31 main:574] : INFO : Epoch 1844 | loss: 0.0312209 | val_loss: 0.0312174 | Time: 3235.89 ms [2022-04-18 04:11:35 main:574] : INFO : Epoch 1845 | loss: 0.0312206 | val_loss: 0.0312208 | Time: 4133.64 ms [2022-04-18 04:11:38 main:574] : INFO : Epoch 1846 | loss: 0.0312233 | val_loss: 0.0312197 | Time: 3265.89 ms [2022-04-18 04:11:42 main:574] : INFO : Epoch 1847 | loss: 0.031226 | val_loss: 0.0312245 | Time: 3822.44 ms [2022-04-18 04:11:46 main:574] : INFO : Epoch 1848 | loss: 0.0312221 | val_loss: 0.0312179 | Time: 3643.79 ms [2022-04-18 04:11:49 main:574] : INFO : Epoch 1849 | loss: 0.0312216 | val_loss: 0.031217 | Time: 3188.74 ms [2022-04-18 04:11:52 main:574] : INFO : Epoch 1850 | loss: 0.0312224 | val_loss: 0.0312216 | Time: 3373.65 ms [2022-04-18 04:11:56 main:574] : INFO : Epoch 1851 | loss: 0.0312201 | val_loss: 0.0312208 | Time: 4130.69 ms [2022-04-18 04:12:00 main:574] : INFO : Epoch 1852 | loss: 0.0312218 | val_loss: 0.0312188 | Time: 3456.96 ms [2022-04-18 04:12:05 main:574] : INFO : Epoch 1853 | loss: 0.0312216 | val_loss: 0.0312185 | Time: 4636.4 ms [2022-04-18 04:12:08 main:574] : INFO : Epoch 1854 | loss: 0.0312196 | val_loss: 0.0312173 | Time: 3315.3 ms [2022-04-18 04:12:12 main:574] : INFO : Epoch 1855 | loss: 0.0312199 | val_loss: 0.031217 | Time: 4097.8 ms [2022-04-18 04:12:16 main:574] : INFO : Epoch 1856 | loss: 0.0312203 | val_loss: 0.0312185 | Time: 3742.62 ms [2022-04-18 04:12:19 main:574] : INFO : Epoch 1857 | loss: 0.0312209 | val_loss: 0.0312186 | Time: 3351.23 ms [2022-04-18 04:12:23 main:574] : INFO : Epoch 1858 | loss: 0.0312205 | val_loss: 0.0312179 | Time: 4357.31 ms [2022-04-18 04:12:27 main:574] : INFO : Epoch 1859 | loss: 0.0312198 | val_loss: 0.0312195 | Time: 3330.69 ms [2022-04-18 04:12:31 main:574] : INFO : Epoch 1860 | loss: 0.0312213 | val_loss: 0.0312182 | Time: 3941.93 ms [2022-04-18 04:12:34 main:574] : INFO : Epoch 1861 | loss: 0.0312209 | val_loss: 0.0312184 | Time: 3581.08 ms [2022-04-18 04:12:38 main:574] : INFO : Epoch 1862 | loss: 0.0312199 | val_loss: 0.0312186 | Time: 3379.89 ms [2022-04-18 04:12:42 main:574] : INFO : Epoch 1863 | loss: 0.0312197 | val_loss: 0.031217 | Time: 4191.11 ms [2022-04-18 04:12:45 main:574] : INFO : Epoch 1864 | loss: 0.0312202 | val_loss: 0.0312175 | Time: 3268.83 ms [2022-04-18 04:12:49 main:574] : INFO : Epoch 1865 | loss: 0.0312212 | val_loss: 0.0312194 | Time: 4054.61 ms [2022-04-18 04:12:53 main:574] : INFO : Epoch 1866 | loss: 0.0312212 | val_loss: 0.0312183 | Time: 3498 ms [2022-04-18 04:12:56 main:574] : INFO : Epoch 1867 | loss: 0.0312202 | val_loss: 0.0312173 | Time: 3512.28 ms [2022-04-18 04:13:00 main:574] : INFO : Epoch 1868 | loss: 0.0312199 | val_loss: 0.0312169 | Time: 4173.72 ms [2022-04-18 04:13:04 main:574] : INFO : Epoch 1869 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 3245.51 ms [2022-04-18 04:13:07 main:574] : INFO : Epoch 1870 | loss: 0.0312202 | val_loss: 0.031217 | Time: 3293.33 ms [2022-04-18 04:13:11 main:574] : INFO : Epoch 1871 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 4078.71 ms [2022-04-18 04:13:15 main:574] : INFO : Epoch 1872 | loss: 0.0312206 | val_loss: 0.0312184 | Time: 3509.78 ms [2022-04-18 04:13:18 main:574] : INFO : Epoch 1873 | loss: 0.0312202 | val_loss: 0.031217 | Time: 3603.8 ms [2022-04-18 04:13:22 main:574] : INFO : Epoch 1874 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 3995.58 ms [2022-04-18 04:13:25 main:574] : INFO : Epoch 1875 | loss: 0.0312233 | val_loss: 0.0312183 | Time: 3335.22 ms [2022-04-18 04:13:30 main:574] : INFO : Epoch 1876 | loss: 0.0312201 | val_loss: 0.0312201 | Time: 4126.42 ms [2022-04-18 04:13:33 main:574] : INFO : Epoch 1877 | loss: 0.0312204 | val_loss: 0.0312169 | Time: 3393.56 ms [2022-04-18 04:13:37 main:574] : INFO : Epoch 1878 | loss: 0.0312207 | val_loss: 0.0312183 | Time: 3667.03 ms [2022-04-18 04:13:41 main:574] : INFO : Epoch 1879 | loss: 0.0312198 | val_loss: 0.0312171 | Time: 3904.56 ms [2022-04-18 04:13:44 main:574] : INFO : Epoch 1880 | loss: 0.0312204 | val_loss: 0.0312202 | Time: 3395.53 ms [2022-04-18 04:13:48 main:574] : INFO : Epoch 1881 | loss: 0.0312206 | val_loss: 0.0312171 | Time: 4209.83 ms [2022-04-18 04:13:52 main:574] : INFO : Epoch 1882 | loss: 0.0312195 | val_loss: 0.0312172 | Time: 3344.61 ms [2022-04-18 04:13:55 main:574] : INFO : Epoch 1883 | loss: 0.0312198 | val_loss: 0.0312179 | Time: 3893.83 ms [2022-04-18 04:13:59 main:574] : INFO : Epoch 1884 | loss: 0.0312215 | val_loss: 0.0312171 | Time: 3859.92 ms [2022-04-18 04:14:03 main:574] : INFO : Epoch 1885 | loss: 0.0312201 | val_loss: 0.0312174 | Time: 3423.67 ms [2022-04-18 04:14:07 main:574] : INFO : Epoch 1886 | loss: 0.0312204 | val_loss: 0.0312169 | Time: 4209.81 ms [2022-04-18 04:14:10 main:574] : INFO : Epoch 1887 | loss: 0.0312195 | val_loss: 0.0312184 | Time: 3305.67 ms [2022-04-18 04:14:14 main:574] : INFO : Epoch 1888 | loss: 0.0312198 | val_loss: 0.0312168 | Time: 4099.24 ms [2022-04-18 04:14:18 main:574] : INFO : Epoch 1889 | loss: 0.0312195 | val_loss: 0.0312166 | Time: 3446.29 ms [2022-04-18 04:14:21 main:574] : INFO : Epoch 1890 | loss: 0.0312214 | val_loss: 0.031218 | Time: 3223.74 ms [2022-04-18 04:14:24 main:574] : INFO : Epoch 1891 | loss: 0.0312212 | val_loss: 0.0312186 | Time: 3427.66 ms [2022-04-18 04:14:29 main:574] : INFO : Epoch 1892 | loss: 0.0312201 | val_loss: 0.0312167 | Time: 4155.98 ms [2022-04-18 04:14:32 main:574] : INFO : Epoch 1893 | loss: 0.0312199 | val_loss: 0.031217 | Time: 3280.15 ms [2022-04-18 04:14:36 main:574] : INFO : Epoch 1894 | loss: 0.0312199 | val_loss: 0.0312168 | Time: 4039.41 ms [2022-04-18 04:14:39 main:574] : INFO : Epoch 1895 | loss: 0.0312227 | val_loss: 0.0312174 | Time: 3479.36 ms [2022-04-18 04:14:43 main:574] : INFO : Epoch 1896 | loss: 0.0312198 | val_loss: 0.0312232 | Time: 3631.05 ms [2022-04-18 04:14:47 main:574] : INFO : Epoch 1897 | loss: 0.0312203 | val_loss: 0.031217 | Time: 3977.73 ms [2022-04-18 04:14:50 main:574] : INFO : Epoch 1898 | loss: 0.03122 | val_loss: 0.0312171 | Time: 3373.16 ms [2022-04-18 04:14:55 main:574] : INFO : Epoch 1899 | loss: 0.0312208 | val_loss: 0.0312185 | Time: 4342.52 ms [2022-04-18 04:15:08 main:574] : INFO : Epoch 1900 | loss: 0.03122 | val_loss: 0.031218 | Time: 13745.6 ms [2022-04-18 04:15:12 main:574] : INFO : Epoch 1901 | loss: 0.0312201 | val_loss: 0.0312175 | Time: 3969.28 ms [2022-04-18 04:15:16 main:574] : INFO : Epoch 1902 | loss: 0.0312201 | val_loss: 0.0312171 | Time: 3270.66 ms [2022-04-18 04:15:20 main:574] : INFO : Epoch 1903 | loss: 0.0312201 | val_loss: 0.0312172 | Time: 4183.73 ms [2022-04-18 04:15:23 main:574] : INFO : Epoch 1904 | loss: 0.0312195 | val_loss: 0.0312169 | Time: 3340.27 ms [2022-04-18 04:15:27 main:574] : INFO : Epoch 1905 | loss: 0.0312194 | val_loss: 0.0312166 | Time: 3663.83 ms [2022-04-18 04:15:31 main:574] : INFO : Epoch 1906 | loss: 0.0312202 | val_loss: 0.0312171 | Time: 3903.61 ms [2022-04-18 04:15:34 main:574] : INFO : Epoch 1907 | loss: 0.0312195 | val_loss: 0.0312182 | Time: 3222.14 ms [2022-04-18 04:15:37 main:574] : INFO : Epoch 1908 | loss: 0.031221 | val_loss: 0.0312173 | Time: 3362.51 ms [2022-04-18 04:15:42 main:574] : INFO : Epoch 1909 | loss: 0.0312209 | val_loss: 0.0312178 | Time: 4845.79 ms [2022-04-18 04:15:46 main:574] : INFO : Epoch 1910 | loss: 0.0312216 | val_loss: 0.0312175 | Time: 3482.87 ms [2022-04-18 04:15:50 main:574] : INFO : Epoch 1911 | loss: 0.0312198 | val_loss: 0.0312173 | Time: 3790.94 ms [2022-04-18 04:15:54 main:574] : INFO : Epoch 1912 | loss: 0.0312205 | val_loss: 0.0312169 | Time: 4099.58 ms [2022-04-18 04:15:57 main:574] : INFO : Epoch 1913 | loss: 0.0312214 | val_loss: 0.0312181 | Time: 3366.04 ms [2022-04-18 04:16:02 main:574] : INFO : Epoch 1914 | loss: 0.0312215 | val_loss: 0.031218 | Time: 4472.41 ms [2022-04-18 04:16:05 main:574] : INFO : Epoch 1915 | loss: 0.0312211 | val_loss: 0.0312231 | Time: 3324.85 ms [2022-04-18 04:16:09 main:574] : INFO : Epoch 1916 | loss: 0.0312252 | val_loss: 0.0312204 | Time: 3846.64 ms [2022-04-18 04:16:12 main:574] : INFO : Epoch 1917 | loss: 0.0312209 | val_loss: 0.0312181 | Time: 3741.95 ms [2022-04-18 04:16:16 main:574] : INFO : Epoch 1918 | loss: 0.0312199 | val_loss: 0.0312167 | Time: 3352.65 ms [2022-04-18 04:16:20 main:574] : INFO : Epoch 1919 | loss: 0.0312196 | val_loss: 0.0312188 | Time: 4256.69 ms [2022-04-18 04:16:23 main:574] : INFO : Epoch 1920 | loss: 0.0312195 | val_loss: 0.0312177 | Time: 3345.53 ms [2022-04-18 04:16:28 main:574] : INFO : Epoch 1921 | loss: 0.0312211 | val_loss: 0.0312206 | Time: 4128.04 ms [2022-04-18 04:16:31 main:574] : INFO : Epoch 1922 | loss: 0.0312206 | val_loss: 0.0312176 | Time: 3663.26 ms [2022-04-18 04:16:35 main:574] : INFO : Epoch 1923 | loss: 0.0312202 | val_loss: 0.0312168 | Time: 3289.96 ms [2022-04-18 04:16:39 main:574] : INFO : Epoch 1924 | loss: 0.0312202 | val_loss: 0.0312174 | Time: 4392.5 ms [2022-04-18 04:16:42 main:574] : INFO : Epoch 1925 | loss: 0.031221 | val_loss: 0.0312183 | Time: 3221.59 ms [2022-04-18 04:16:46 main:574] : INFO : Epoch 1926 | loss: 0.0312213 | val_loss: 0.0312173 | Time: 4024.02 ms [2022-04-18 04:16:50 main:574] : INFO : Epoch 1927 | loss: 0.0312196 | val_loss: 0.031217 | Time: 3518.17 ms [2022-04-18 04:16:53 main:574] : INFO : Epoch 1928 | loss: 0.03122 | val_loss: 0.0312194 | Time: 3272.53 ms [2022-04-18 04:16:57 main:574] : INFO : Epoch 1929 | loss: 0.0312217 | val_loss: 0.0312242 | Time: 3617.82 ms [2022-04-18 04:17:01 main:574] : INFO : Epoch 1930 | loss: 0.0312207 | val_loss: 0.0312203 | Time: 4122.19 ms [2022-04-18 04:17:04 main:574] : INFO : Epoch 1931 | loss: 0.0312219 | val_loss: 0.0312182 | Time: 3374.1 ms [2022-04-18 04:17:08 main:574] : INFO : Epoch 1932 | loss: 0.0312202 | val_loss: 0.0312186 | Time: 4107.45 ms [2022-04-18 04:17:12 main:574] : INFO : Epoch 1933 | loss: 0.0312213 | val_loss: 0.0312204 | Time: 3380.23 ms [2022-04-18 04:17:15 main:574] : INFO : Epoch 1934 | loss: 0.0312228 | val_loss: 0.0312192 | Time: 3805.5 ms [2022-04-18 04:17:19 main:574] : INFO : Epoch 1935 | loss: 0.0312237 | val_loss: 0.0312186 | Time: 3789.35 ms [2022-04-18 04:17:23 main:574] : INFO : Epoch 1936 | loss: 0.0312225 | val_loss: 0.0312186 | Time: 3334.74 ms [2022-04-18 04:17:27 main:574] : INFO : Epoch 1937 | loss: 0.0312197 | val_loss: 0.0312177 | Time: 4181.32 ms [2022-04-18 04:17:30 main:574] : INFO : Epoch 1938 | loss: 0.0312201 | val_loss: 0.0312171 | Time: 3362.7 ms [2022-04-18 04:17:34 main:574] : INFO : Epoch 1939 | loss: 0.0312195 | val_loss: 0.031218 | Time: 3882.95 ms [2022-04-18 04:17:38 main:574] : INFO : Epoch 1940 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 3663.34 ms [2022-04-18 04:17:41 main:574] : INFO : Epoch 1941 | loss: 0.0312204 | val_loss: 0.0312185 | Time: 3322.99 ms [2022-04-18 04:17:45 main:574] : INFO : Epoch 1942 | loss: 0.0312199 | val_loss: 0.0312191 | Time: 4182.59 ms [2022-04-18 04:17:48 main:574] : INFO : Epoch 1943 | loss: 0.0312202 | val_loss: 0.0312174 | Time: 3289.81 ms [2022-04-18 04:17:52 main:574] : INFO : Epoch 1944 | loss: 0.0312222 | val_loss: 0.0312217 | Time: 4028.7 ms [2022-04-18 04:17:56 main:574] : INFO : Epoch 1945 | loss: 0.0312203 | val_loss: 0.031218 | Time: 3562.01 ms [2022-04-18 04:18:00 main:574] : INFO : Epoch 1946 | loss: 0.0312198 | val_loss: 0.0312167 | Time: 3499.49 ms [2022-04-18 04:18:04 main:574] : INFO : Epoch 1947 | loss: 0.03122 | val_loss: 0.031217 | Time: 4129.38 ms [2022-04-18 04:18:07 main:574] : INFO : Epoch 1948 | loss: 0.0312229 | val_loss: 0.0312218 | Time: 3199.7 ms [2022-04-18 04:18:10 main:574] : INFO : Epoch 1949 | loss: 0.0312207 | val_loss: 0.0312185 | Time: 3323.38 ms [2022-04-18 04:18:14 main:574] : INFO : Epoch 1950 | loss: 0.03122 | val_loss: 0.0312175 | Time: 3976.5 ms [2022-04-18 04:18:18 main:574] : INFO : Epoch 1951 | loss: 0.0312197 | val_loss: 0.031218 | Time: 3506.54 ms [2022-04-18 04:18:21 main:574] : INFO : Epoch 1952 | loss: 0.0312198 | val_loss: 0.0312168 | Time: 3538.87 ms [2022-04-18 04:18:25 main:574] : INFO : Epoch 1953 | loss: 0.031221 | val_loss: 0.0312187 | Time: 4014.5 ms [2022-04-18 04:18:29 main:574] : INFO : Epoch 1954 | loss: 0.0312212 | val_loss: 0.0312172 | Time: 3344.47 ms [2022-04-18 04:18:33 main:574] : INFO : Epoch 1955 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 4163.09 ms [2022-04-18 04:18:36 main:574] : INFO : Epoch 1956 | loss: 0.0312206 | val_loss: 0.0312185 | Time: 3380.25 ms [2022-04-18 04:18:40 main:574] : INFO : Epoch 1957 | loss: 0.0312207 | val_loss: 0.0312211 | Time: 3874.42 ms [2022-04-18 04:18:44 main:574] : INFO : Epoch 1958 | loss: 0.0312214 | val_loss: 0.0312186 | Time: 3695.03 ms [2022-04-18 04:18:47 main:574] : INFO : Epoch 1959 | loss: 0.0312209 | val_loss: 0.0312169 | Time: 3362.47 ms [2022-04-18 04:18:51 main:574] : INFO : Epoch 1960 | loss: 0.0312203 | val_loss: 0.0312189 | Time: 4133.54 ms [2022-04-18 04:18:55 main:574] : INFO : Epoch 1961 | loss: 0.0312206 | val_loss: 0.0312214 | Time: 3356.36 ms [2022-04-18 04:18:59 main:574] : INFO : Epoch 1962 | loss: 0.031221 | val_loss: 0.031218 | Time: 3943.78 ms [2022-04-18 04:19:02 main:574] : INFO : Epoch 1963 | loss: 0.03122 | val_loss: 0.0312168 | Time: 3773.21 ms [2022-04-18 04:19:06 main:574] : INFO : Epoch 1964 | loss: 0.0312198 | val_loss: 0.0312171 | Time: 3572.53 ms [2022-04-18 04:19:10 main:574] : INFO : Epoch 1965 | loss: 0.0312197 | val_loss: 0.0312175 | Time: 4015.29 ms [2022-04-18 04:19:13 main:574] : INFO : Epoch 1966 | loss: 0.0312206 | val_loss: 0.0312171 | Time: 3261.85 ms [2022-04-18 04:19:17 main:574] : INFO : Epoch 1967 | loss: 0.03122 | val_loss: 0.031218 | Time: 4256.5 ms [2022-04-18 04:19:21 main:574] : INFO : Epoch 1968 | loss: 0.0312197 | val_loss: 0.0312173 | Time: 3234.15 ms [2022-04-18 04:19:24 main:574] : INFO : Epoch 1969 | loss: 0.0312201 | val_loss: 0.0312217 | Time: 3300.09 ms [2022-04-18 04:19:28 main:574] : INFO : Epoch 1970 | loss: 0.0312234 | val_loss: 0.0312193 | Time: 3917.03 ms [2022-04-18 04:19:32 main:574] : INFO : Epoch 1971 | loss: 0.0312281 | val_loss: 0.0312266 | Time: 3627.2 ms [2022-04-18 04:19:35 main:574] : INFO : Epoch 1972 | loss: 0.0312231 | val_loss: 0.0312184 | Time: 3528.01 ms [2022-04-18 04:19:39 main:574] : INFO : Epoch 1973 | loss: 0.031221 | val_loss: 0.0312184 | Time: 3986.9 ms [2022-04-18 04:19:42 main:574] : INFO : Epoch 1974 | loss: 0.0312204 | val_loss: 0.0312184 | Time: 3384.94 ms [2022-04-18 04:19:47 main:574] : INFO : Epoch 1975 | loss: 0.03122 | val_loss: 0.0312167 | Time: 4129.03 ms [2022-04-18 04:19:50 main:574] : INFO : Epoch 1976 | loss: 0.0312203 | val_loss: 0.0312173 | Time: 3282.24 ms [2022-04-18 04:19:54 main:574] : INFO : Epoch 1977 | loss: 0.0312198 | val_loss: 0.0312183 | Time: 3883.89 ms [2022-04-18 04:19:57 main:574] : INFO : Epoch 1978 | loss: 0.0312198 | val_loss: 0.0312185 | Time: 3747.63 ms [2022-04-18 04:20:01 main:574] : INFO : Epoch 1979 | loss: 0.0312205 | val_loss: 0.031217 | Time: 3359.69 ms [2022-04-18 04:20:05 main:574] : INFO : Epoch 1980 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 4217.98 ms [2022-04-18 04:20:08 main:574] : INFO : Epoch 1981 | loss: 0.0312211 | val_loss: 0.0312169 | Time: 3327.07 ms [2022-04-18 04:20:13 main:574] : INFO : Epoch 1982 | loss: 0.0312207 | val_loss: 0.0312189 | Time: 4103.95 ms [2022-04-18 04:20:16 main:574] : INFO : Epoch 1983 | loss: 0.0312225 | val_loss: 0.0312225 | Time: 3380.75 ms [2022-04-18 04:20:20 main:574] : INFO : Epoch 1984 | loss: 0.0312221 | val_loss: 0.0312179 | Time: 3795.75 ms [2022-04-18 04:20:23 main:574] : INFO : Epoch 1985 | loss: 0.0312199 | val_loss: 0.0312172 | Time: 3783.92 ms [2022-04-18 04:20:27 main:574] : INFO : Epoch 1986 | loss: 0.03122 | val_loss: 0.0312183 | Time: 3338.63 ms [2022-04-18 04:20:31 main:574] : INFO : Epoch 1987 | loss: 0.0312197 | val_loss: 0.0312169 | Time: 4201.97 ms [2022-04-18 04:20:34 main:574] : INFO : Epoch 1988 | loss: 0.0312202 | val_loss: 0.0312174 | Time: 3322.63 ms [2022-04-18 04:20:38 main:574] : INFO : Epoch 1989 | loss: 0.0312202 | val_loss: 0.0312168 | Time: 3330.74 ms [2022-04-18 04:20:42 main:574] : INFO : Epoch 1990 | loss: 0.0312204 | val_loss: 0.0312179 | Time: 3841.46 ms [2022-04-18 04:20:45 main:574] : INFO : Epoch 1991 | loss: 0.0312204 | val_loss: 0.0312195 | Time: 3823.39 ms [2022-04-18 04:20:49 main:574] : INFO : Epoch 1992 | loss: 0.0312212 | val_loss: 0.0312168 | Time: 3286.85 ms [2022-04-18 04:20:53 main:574] : INFO : Epoch 1993 | loss: 0.0312193 | val_loss: 0.0312187 | Time: 4171.29 ms [2022-04-18 04:20:56 main:574] : INFO : Epoch 1994 | loss: 0.0312198 | val_loss: 0.0312171 | Time: 3312.02 ms [2022-04-18 04:21:00 main:574] : INFO : Epoch 1995 | loss: 0.0312208 | val_loss: 0.0312193 | Time: 4298.72 ms [2022-04-18 04:21:04 main:574] : INFO : Epoch 1996 | loss: 0.0312218 | val_loss: 0.031217 | Time: 3411.55 ms [2022-04-18 04:21:08 main:574] : INFO : Epoch 1997 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 3794.32 ms [2022-04-18 04:21:11 main:574] : INFO : Epoch 1998 | loss: 0.0312206 | val_loss: 0.031218 | Time: 3719.42 ms [2022-04-18 04:21:15 main:574] : INFO : Epoch 1999 | loss: 0.03122 | val_loss: 0.0312172 | Time: 3311.72 ms [2022-04-18 04:21:19 main:574] : INFO : Epoch 2000 | loss: 0.0312206 | val_loss: 0.0312176 | Time: 4191.55 ms [2022-04-18 04:21:22 main:574] : INFO : Epoch 2001 | loss: 0.0312202 | val_loss: 0.0312206 | Time: 3296.35 ms [2022-04-18 04:21:25 main:574] : INFO : Epoch 2002 | loss: 0.0312208 | val_loss: 0.0312182 | Time: 3255.3 ms [2022-04-18 04:21:29 main:574] : INFO : Epoch 2003 | loss: 0.0312205 | val_loss: 0.0312179 | Time: 3743.71 ms [2022-04-18 04:21:33 main:574] : INFO : Epoch 2004 | loss: 0.0312221 | val_loss: 0.031219 | Time: 3782.43 ms [2022-04-18 04:21:36 main:574] : INFO : Epoch 2005 | loss: 0.0312221 | val_loss: 0.0312201 | Time: 3305.29 ms [2022-04-18 04:21:40 main:574] : INFO : Epoch 2006 | loss: 0.0312225 | val_loss: 0.0312171 | Time: 4160.65 ms [2022-04-18 04:21:44 main:574] : INFO : Epoch 2007 | loss: 0.0312206 | val_loss: 0.031217 | Time: 3299.12 ms [2022-04-18 04:21:48 main:574] : INFO : Epoch 2008 | loss: 0.0312196 | val_loss: 0.0312168 | Time: 3819.76 ms [2022-04-18 04:21:51 main:574] : INFO : Epoch 2009 | loss: 0.0312195 | val_loss: 0.0312171 | Time: 3735.42 ms [2022-04-18 04:21:55 main:574] : INFO : Epoch 2010 | loss: 0.0312197 | val_loss: 0.0312166 | Time: 3464.06 ms [2022-04-18 04:21:59 main:574] : INFO : Epoch 2011 | loss: 0.0312199 | val_loss: 0.0312188 | Time: 4484.23 ms [2022-04-18 04:22:03 main:574] : INFO : Epoch 2012 | loss: 0.0312214 | val_loss: 0.0312177 | Time: 3368.21 ms [2022-04-18 04:22:07 main:574] : INFO : Epoch 2013 | loss: 0.0312211 | val_loss: 0.0312204 | Time: 4136.62 ms [2022-04-18 04:22:10 main:574] : INFO : Epoch 2014 | loss: 0.0312208 | val_loss: 0.0312169 | Time: 3410.91 ms [2022-04-18 04:22:14 main:574] : INFO : Epoch 2015 | loss: 0.0312202 | val_loss: 0.0312204 | Time: 4071.37 ms [2022-04-18 04:22:18 main:574] : INFO : Epoch 2016 | loss: 0.0312196 | val_loss: 0.0312173 | Time: 3669 ms [2022-04-18 04:22:21 main:574] : INFO : Epoch 2017 | loss: 0.0312201 | val_loss: 0.0312168 | Time: 3350.18 ms [2022-04-18 04:22:26 main:574] : INFO : Epoch 2018 | loss: 0.0312218 | val_loss: 0.0312214 | Time: 4197.86 ms [2022-04-18 04:22:29 main:574] : INFO : Epoch 2019 | loss: 0.03122 | val_loss: 0.0312171 | Time: 3342.53 ms [2022-04-18 04:22:33 main:574] : INFO : Epoch 2020 | loss: 0.0312203 | val_loss: 0.0312187 | Time: 3858.38 ms [2022-04-18 04:22:36 main:574] : INFO : Epoch 2021 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 3628.46 ms [2022-04-18 04:22:40 main:574] : INFO : Epoch 2022 | loss: 0.03122 | val_loss: 0.0312175 | Time: 3234.08 ms [2022-04-18 04:22:43 main:574] : INFO : Epoch 2023 | loss: 0.03122 | val_loss: 0.0312206 | Time: 3509.42 ms [2022-04-18 04:22:47 main:574] : INFO : Epoch 2024 | loss: 0.0312227 | val_loss: 0.0312209 | Time: 4010.64 ms [2022-04-18 04:22:50 main:574] : INFO : Epoch 2025 | loss: 0.0312231 | val_loss: 0.0312187 | Time: 3357.02 ms [2022-04-18 04:22:54 main:574] : INFO : Epoch 2026 | loss: 0.0312221 | val_loss: 0.0312171 | Time: 4007.56 ms [2022-04-18 04:22:58 main:574] : INFO : Epoch 2027 | loss: 0.0312201 | val_loss: 0.0312175 | Time: 3456.5 ms [2022-04-18 04:23:01 main:574] : INFO : Epoch 2028 | loss: 0.0312207 | val_loss: 0.0312172 | Time: 3457.93 ms [2022-04-18 04:23:06 main:574] : INFO : Epoch 2029 | loss: 0.0312215 | val_loss: 0.031218 | Time: 4176.99 ms [2022-04-18 04:23:09 main:574] : INFO : Epoch 2030 | loss: 0.0312208 | val_loss: 0.0312179 | Time: 3322.14 ms [2022-04-18 04:23:13 main:574] : INFO : Epoch 2031 | loss: 0.031223 | val_loss: 0.0312201 | Time: 4088.78 ms [2022-04-18 04:23:27 main:574] : INFO : Epoch 2032 | loss: 0.0312236 | val_loss: 0.0312266 | Time: 13519.3 ms [2022-04-18 04:23:31 main:574] : INFO : Epoch 2033 | loss: 0.0312395 | val_loss: 0.0312274 | Time: 4158.57 ms [2022-04-18 04:23:34 main:574] : INFO : Epoch 2034 | loss: 0.0312361 | val_loss: 0.0312335 | Time: 3284.09 ms [2022-04-18 04:23:38 main:574] : INFO : Epoch 2035 | loss: 0.0312267 | val_loss: 0.0312208 | Time: 4034.38 ms [2022-04-18 04:23:42 main:574] : INFO : Epoch 2036 | loss: 0.0312218 | val_loss: 0.0312184 | Time: 3595.13 ms [2022-04-18 04:23:45 main:574] : INFO : Epoch 2037 | loss: 0.0312208 | val_loss: 0.0312171 | Time: 3634.02 ms [2022-04-18 04:23:49 main:574] : INFO : Epoch 2038 | loss: 0.0312207 | val_loss: 0.0312194 | Time: 3905.52 ms [2022-04-18 04:23:52 main:574] : INFO : Epoch 2039 | loss: 0.0312214 | val_loss: 0.0312172 | Time: 3226 ms [2022-04-18 04:23:56 main:574] : INFO : Epoch 2040 | loss: 0.03122 | val_loss: 0.031217 | Time: 3350.09 ms [2022-04-18 04:24:00 main:574] : INFO : Epoch 2041 | loss: 0.0312207 | val_loss: 0.0312167 | Time: 4271.43 ms [2022-04-18 04:24:03 main:574] : INFO : Epoch 2042 | loss: 0.03122 | val_loss: 0.0312172 | Time: 3292.88 ms [2022-04-18 04:24:07 main:574] : INFO : Epoch 2043 | loss: 0.0312198 | val_loss: 0.0312182 | Time: 3832.7 ms [2022-04-18 04:24:11 main:574] : INFO : Epoch 2044 | loss: 0.0312202 | val_loss: 0.031217 | Time: 3701.43 ms [2022-04-18 04:24:14 main:574] : INFO : Epoch 2045 | loss: 0.03122 | val_loss: 0.0312168 | Time: 3451.06 ms [2022-04-18 04:24:18 main:574] : INFO : Epoch 2046 | loss: 0.0312203 | val_loss: 0.031217 | Time: 4050.53 ms [2022-04-18 04:24:22 main:574] : INFO : Epoch 2047 | loss: 0.0312204 | val_loss: 0.031217 | Time: 3322.3 ms [2022-04-18 04:24:26 main:574] : INFO : Epoch 2048 | loss: 0.0312194 | val_loss: 0.0312169 | Time: 4205.69 ms [2022-04-18 04:24:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312169 [2022-04-18 04:24:26 main:603] : INFO : Saving end state to config to file [2022-04-18 04:24:26 main:608] : INFO : Success, exiting.. 04:24:26 (25300): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)