Task 14130526
| Name | ParityModified-1647048809-796-2-0_0 |
| Workunit | 11196063 |
| Created | 31 Mar 2022, 8:22:02 UTC |
| Sent | 10 Apr 2022, 10:24:36 UTC |
| Report deadline | 18 Apr 2022, 10:24:36 UTC |
| Received | 10 Apr 2022, 17:02:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6264 |
| Run time | 2 hours 13 min 35 sec |
| CPU time | 2 hours 3 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,342.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0312333 | val_loss: 0.0312419 | Time: 3777.82 ms [2022-04-11 00:29:44 main:574] : INFO : Epoch 1543 | loss: 0.0312306 | val_loss: 0.0312282 | Time: 3809.52 ms [2022-04-11 00:29:48 main:574] : INFO : Epoch 1544 | loss: 0.0312266 | val_loss: 0.0312238 | Time: 3893.84 ms [2022-04-11 00:29:52 main:574] : INFO : Epoch 1545 | loss: 0.0312276 | val_loss: 0.0312269 | Time: 3777.16 ms [2022-04-11 00:29:56 main:574] : INFO : Epoch 1546 | loss: 0.0312253 | val_loss: 0.0312262 | Time: 3818.13 ms [2022-04-11 00:30:00 main:574] : INFO : Epoch 1547 | loss: 0.0312233 | val_loss: 0.0312225 | Time: 3810.54 ms [2022-04-11 00:30:03 main:574] : INFO : Epoch 1548 | loss: 0.0312225 | val_loss: 0.0312242 | Time: 3861.58 ms [2022-04-11 00:30:07 main:574] : INFO : Epoch 1549 | loss: 0.0312221 | val_loss: 0.0312265 | Time: 3844.39 ms [2022-04-11 00:30:11 main:574] : INFO : Epoch 1550 | loss: 0.0312227 | val_loss: 0.031225 | Time: 3845.04 ms [2022-04-11 00:30:15 main:574] : INFO : Epoch 1551 | loss: 0.0312227 | val_loss: 0.0312227 | Time: 3847.93 ms [2022-04-11 00:30:19 main:574] : INFO : Epoch 1552 | loss: 0.0312266 | val_loss: 0.0312241 | Time: 3849.77 ms [2022-04-11 00:30:23 main:574] : INFO : Epoch 1553 | loss: 0.0312215 | val_loss: 0.0312209 | Time: 3856.43 ms [2022-04-11 00:30:27 main:574] : INFO : Epoch 1554 | loss: 0.031221 | val_loss: 0.0312204 | Time: 3798.68 ms [2022-04-11 00:30:30 main:574] : INFO : Epoch 1555 | loss: 0.0312215 | val_loss: 0.0312239 | Time: 3784.86 ms [2022-04-11 00:30:34 main:574] : INFO : Epoch 1556 | loss: 0.0312255 | val_loss: 0.0312214 | Time: 3808.46 ms [2022-04-11 00:30:38 main:574] : INFO : Epoch 1557 | loss: 0.0312213 | val_loss: 0.0312225 | Time: 3896.9 ms [2022-04-11 00:30:42 main:574] : INFO : Epoch 1558 | loss: 0.0312216 | val_loss: 0.0312224 | Time: 3868.48 ms [2022-04-11 00:30:46 main:574] : INFO : Epoch 1559 | loss: 0.0312218 | val_loss: 0.0312205 | Time: 3860.05 ms [2022-04-11 00:30:50 main:574] : INFO : Epoch 1560 | loss: 0.031221 | val_loss: 0.0312234 | Time: 3807.07 ms [2022-04-11 00:30:53 main:574] : INFO : Epoch 1561 | loss: 0.0312214 | val_loss: 0.0312245 | Time: 3867.74 ms [2022-04-11 00:30:57 main:574] : INFO : Epoch 1562 | loss: 0.0312223 | val_loss: 0.031221 | Time: 3850.85 ms [2022-04-11 00:31:01 main:574] : INFO : Epoch 1563 | loss: 0.0312249 | val_loss: 0.0312328 | Time: 3894.65 ms [2022-04-11 00:31:05 main:574] : INFO : Epoch 1564 | loss: 0.0312247 | val_loss: 0.0312235 | Time: 3863.42 ms [2022-04-11 00:31:09 main:574] : INFO : Epoch 1565 | loss: 0.0312242 | val_loss: 0.031223 | Time: 3809.27 ms [2022-04-11 00:31:13 main:574] : INFO : Epoch 1566 | loss: 0.0312208 | val_loss: 0.0312212 | Time: 3859.41 ms [2022-04-11 00:31:17 main:574] : INFO : Epoch 1567 | loss: 0.0312189 | val_loss: 0.0312214 | Time: 3869.15 ms [2022-04-11 00:31:20 main:574] : INFO : Epoch 1568 | loss: 0.0312223 | val_loss: 0.0312209 | Time: 3823.03 ms [2022-04-11 00:31:24 main:574] : INFO : Epoch 1569 | loss: 0.0312175 | val_loss: 0.0312258 | Time: 3828.65 ms [2022-04-11 00:31:28 main:574] : INFO : Epoch 1570 | loss: 0.0312174 | val_loss: 0.0312174 | Time: 3884.96 ms [2022-04-11 00:31:32 main:574] : INFO : Epoch 1571 | loss: 0.0312178 | val_loss: 0.0312236 | Time: 3832.04 ms [2022-04-11 00:31:36 main:574] : INFO : Epoch 1572 | loss: 0.0312172 | val_loss: 0.0312182 | Time: 3812.13 ms [2022-04-11 00:31:40 main:574] : INFO : Epoch 1573 | loss: 0.0312173 | val_loss: 0.0312197 | Time: 3812.36 ms [2022-04-11 00:31:44 main:574] : INFO : Epoch 1574 | loss: 0.0312165 | val_loss: 0.0312162 | Time: 3869.7 ms [2022-04-11 00:31:47 main:574] : INFO : Epoch 1575 | loss: 0.031216 | val_loss: 0.0312151 | Time: 3868.86 ms [2022-04-11 00:31:51 main:574] : INFO : Epoch 1576 | loss: 0.0312144 | val_loss: 0.0312145 | Time: 3933.69 ms [2022-04-11 00:31:55 main:574] : INFO : Epoch 1577 | loss: 0.0312123 | val_loss: 0.0312144 | Time: 3856.59 ms [2022-04-11 00:31:59 main:574] : INFO : Epoch 1578 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 3864.16 ms [2022-04-11 00:32:03 main:574] : INFO : Epoch 1579 | loss: 0.0312124 | val_loss: 0.0312125 | Time: 3851.92 ms [2022-04-11 00:32:07 main:574] : INFO : Epoch 1580 | loss: 0.031212 | val_loss: 0.0312139 | Time: 3799.09 ms [2022-04-11 00:32:11 main:574] : INFO : Epoch 1581 | loss: 0.0312117 | val_loss: 0.0312131 | Time: 3847.93 ms [2022-04-11 00:32:14 main:574] : INFO : Epoch 1582 | loss: 0.0312111 | val_loss: 0.0312153 | Time: 3809.24 ms [2022-04-11 00:32:18 main:574] : INFO : Epoch 1583 | loss: 0.0312119 | val_loss: 0.0312126 | Time: 3866.86 ms [2022-04-11 00:32:22 main:574] : INFO : Epoch 1584 | loss: 0.0312127 | val_loss: 0.0312137 | Time: 3875.59 ms [2022-04-11 00:32:26 main:574] : INFO : Epoch 1585 | loss: 0.0312121 | val_loss: 0.0312112 | Time: 3796.46 ms [2022-04-11 00:32:30 main:574] : INFO : Epoch 1586 | loss: 0.0312102 | val_loss: 0.0312112 | Time: 3804.1 ms [2022-04-11 00:32:34 main:574] : INFO : Epoch 1587 | loss: 0.0312108 | val_loss: 0.0312115 | Time: 3897.59 ms [2022-04-11 00:32:37 main:574] : INFO : Epoch 1588 | loss: 0.0312129 | val_loss: 0.0312107 | Time: 3779.7 ms [2022-04-11 00:32:41 main:574] : INFO : Epoch 1589 | loss: 0.0312128 | val_loss: 0.0312109 | Time: 3842.4 ms [2022-04-11 00:32:45 main:574] : INFO : Epoch 1590 | loss: 0.0312136 | val_loss: 0.0312257 | Time: 3793.59 ms [2022-04-11 00:32:49 main:574] : INFO : Epoch 1591 | loss: 0.0312163 | val_loss: 0.0312148 | Time: 3823.49 ms [2022-04-11 00:32:53 main:574] : INFO : Epoch 1592 | loss: 0.0312139 | val_loss: 0.0312148 | Time: 3854.47 ms [2022-04-11 00:32:57 main:574] : INFO : Epoch 1593 | loss: 0.0312116 | val_loss: 0.0312136 | Time: 3875.73 ms [2022-04-11 00:33:00 main:574] : INFO : Epoch 1594 | loss: 0.0312097 | val_loss: 0.0312092 | Time: 3817.32 ms [2022-04-11 00:33:04 main:574] : INFO : Epoch 1595 | loss: 0.0312104 | val_loss: 0.0312088 | Time: 3850.11 ms [2022-04-11 00:33:08 main:574] : INFO : Epoch 1596 | loss: 0.031211 | val_loss: 0.031211 | Time: 4073.46 ms [2022-04-11 00:33:12 main:574] : INFO : Epoch 1597 | loss: 0.0312096 | val_loss: 0.0312135 | Time: 3883.84 ms [2022-04-11 00:33:16 main:574] : INFO : Epoch 1598 | loss: 0.0312097 | val_loss: 0.0312091 | Time: 3884.16 ms [2022-04-11 00:33:20 main:574] : INFO : Epoch 1599 | loss: 0.0312104 | val_loss: 0.0312115 | Time: 3893.9 ms [2022-04-11 00:33:24 main:574] : INFO : Epoch 1600 | loss: 0.0312113 | val_loss: 0.0312145 | Time: 3877.09 ms [2022-04-11 00:33:28 main:574] : INFO : Epoch 1601 | loss: 0.0312161 | val_loss: 0.0312137 | Time: 3888.8 ms [2022-04-11 00:33:32 main:574] : INFO : Epoch 1602 | loss: 0.0312117 | val_loss: 0.0312092 | Time: 3844.03 ms [2022-04-11 00:33:35 main:574] : INFO : Epoch 1603 | loss: 0.0312094 | val_loss: 0.0312086 | Time: 3823.01 ms [2022-04-11 00:33:39 main:574] : INFO : Epoch 1604 | loss: 0.0312117 | val_loss: 0.0312126 | Time: 3924.75 ms [2022-04-11 00:33:43 main:574] : INFO : Epoch 1605 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 3828.96 ms [2022-04-11 00:33:47 main:574] : INFO : Epoch 1606 | loss: 0.0312098 | val_loss: 0.0312137 | Time: 3786.75 ms [2022-04-11 00:33:51 main:574] : INFO : Epoch 1607 | loss: 0.0312109 | val_loss: 0.0312083 | Time: 3781.05 ms [2022-04-11 00:33:55 main:574] : INFO : Epoch 1608 | loss: 0.0312121 | val_loss: 0.0312088 | Time: 3869.42 ms [2022-04-11 00:33:59 main:574] : INFO : Epoch 1609 | loss: 0.0312096 | val_loss: 0.0312102 | Time: 3866 ms [2022-04-11 00:34:02 main:574] : INFO : Epoch 1610 | loss: 0.0312106 | val_loss: 0.0312105 | Time: 3836.22 ms [2022-04-11 00:34:06 main:574] : INFO : Epoch 1611 | loss: 0.0312096 | val_loss: 0.0312117 | Time: 3856.4 ms [2022-04-11 00:34:10 main:574] : INFO : Epoch 1612 | loss: 0.0312112 | val_loss: 0.0312102 | Time: 3807.52 ms [2022-04-11 00:34:14 main:574] : INFO : Epoch 1613 | loss: 0.0312096 | val_loss: 0.031209 | Time: 3840.3 ms [2022-04-11 00:34:18 main:574] : INFO : Epoch 1614 | loss: 0.0312104 | val_loss: 0.0312093 | Time: 3830.13 ms [2022-04-11 00:34:22 main:574] : INFO : Epoch 1615 | loss: 0.0312087 | val_loss: 0.0312078 | Time: 3819.99 ms [2022-04-11 00:34:25 main:574] : INFO : Epoch 1616 | loss: 0.0312083 | val_loss: 0.0312086 | Time: 3829.02 ms [2022-04-11 00:34:29 main:574] : INFO : Epoch 1617 | loss: 0.0312085 | val_loss: 0.0312087 | Time: 3856.78 ms [2022-04-11 00:34:33 main:574] : INFO : Epoch 1618 | loss: 0.0312096 | val_loss: 0.0312081 | Time: 3835.37 ms [2022-04-11 00:34:37 main:574] : INFO : Epoch 1619 | loss: 0.0312107 | val_loss: 0.0312123 | Time: 3902.34 ms [2022-04-11 00:34:41 main:574] : INFO : Epoch 1620 | loss: 0.0312128 | val_loss: 0.0312141 | Time: 3836.44 ms [2022-04-11 00:34:45 main:574] : INFO : Epoch 1621 | loss: 0.0312166 | val_loss: 0.0312162 | Time: 3877.93 ms [2022-04-11 00:34:49 main:574] : INFO : Epoch 1622 | loss: 0.0312113 | val_loss: 0.0312098 | Time: 3853.5 ms [2022-04-11 00:34:52 main:574] : INFO : Epoch 1623 | loss: 0.0312087 | val_loss: 0.0312079 | Time: 3759.65 ms [2022-04-11 00:34:56 main:574] : INFO : Epoch 1624 | loss: 0.03121 | val_loss: 0.0312112 | Time: 3901.51 ms [2022-04-11 00:35:00 main:574] : INFO : Epoch 1625 | loss: 0.0312105 | val_loss: 0.031212 | Time: 3884.97 ms [2022-04-11 00:35:04 main:574] : INFO : Epoch 1626 | loss: 0.0312103 | val_loss: 0.031209 | Time: 3856.09 ms [2022-04-11 00:35:08 main:574] : INFO : Epoch 1627 | loss: 0.0312088 | val_loss: 0.0312087 | Time: 3831.61 ms [2022-04-11 00:35:12 main:574] : INFO : Epoch 1628 | loss: 0.0312103 | val_loss: 0.0312183 | Time: 3830.47 ms [2022-04-11 00:35:15 main:574] : INFO : Epoch 1629 | loss: 0.0312117 | val_loss: 0.0312115 | Time: 3790.41 ms [2022-04-11 00:35:19 main:574] : INFO : Epoch 1630 | loss: 0.0312097 | val_loss: 0.0312098 | Time: 3826.82 ms [2022-04-11 00:35:23 main:574] : INFO : Epoch 1631 | loss: 0.031211 | val_loss: 0.0312109 | Time: 3867.98 ms [2022-04-11 00:35:27 main:574] : INFO : Epoch 1632 | loss: 0.0312088 | val_loss: 0.0312088 | Time: 3778.71 ms [2022-04-11 00:35:31 main:574] : INFO : Epoch 1633 | loss: 0.0312099 | val_loss: 0.0312079 | Time: 3848.43 ms [2022-04-11 00:35:35 main:574] : INFO : Epoch 1634 | loss: 0.0312085 | val_loss: 0.0312082 | Time: 3845.23 ms [2022-04-11 00:35:39 main:574] : INFO : Epoch 1635 | loss: 0.0312064 | val_loss: 0.0312084 | Time: 3888.73 ms [2022-04-11 00:35:42 main:574] : INFO : Epoch 1636 | loss: 0.0312085 | val_loss: 0.0312079 | Time: 3786.62 ms [2022-04-11 00:35:46 main:574] : INFO : Epoch 1637 | loss: 0.0312069 | val_loss: 0.0312071 | Time: 3858.21 ms [2022-04-11 00:35:50 main:574] : INFO : Epoch 1638 | loss: 0.0312081 | val_loss: 0.0312088 | Time: 3797.67 ms [2022-04-11 00:35:54 main:574] : INFO : Epoch 1639 | loss: 0.0312116 | val_loss: 0.0312163 | Time: 3826.24 ms [2022-04-11 00:35:58 main:574] : INFO : Epoch 1640 | loss: 0.0312087 | val_loss: 0.0312112 | Time: 3789.06 ms [2022-04-11 00:36:01 main:574] : INFO : Epoch 1641 | loss: 0.0312076 | val_loss: 0.031211 | Time: 3890.88 ms [2022-04-11 00:36:05 main:574] : INFO : Epoch 1642 | loss: 0.0312107 | val_loss: 0.0312102 | Time: 3795.82 ms [2022-04-11 00:36:09 main:574] : INFO : Epoch 1643 | loss: 0.0312097 | val_loss: 0.0312104 | Time: 3823.11 ms [2022-04-11 00:36:13 main:574] : INFO : Epoch 1644 | loss: 0.0312082 | val_loss: 0.0312082 | Time: 3880.38 ms [2022-04-11 00:36:17 main:574] : INFO : Epoch 1645 | loss: 0.0312083 | val_loss: 0.0312115 | Time: 3817.18 ms [2022-04-11 00:36:21 main:574] : INFO : Epoch 1646 | loss: 0.0312081 | val_loss: 0.0312094 | Time: 3841.71 ms [2022-04-11 00:36:24 main:574] : INFO : Epoch 1647 | loss: 0.031206 | val_loss: 0.0312076 | Time: 3774.21 ms [2022-04-11 00:36:28 main:574] : INFO : Epoch 1648 | loss: 0.0312085 | val_loss: 0.0312084 | Time: 3863.55 ms [2022-04-11 00:36:32 main:574] : INFO : Epoch 1649 | loss: 0.0312069 | val_loss: 0.0312091 | Time: 3855.86 ms [2022-04-11 00:36:36 main:574] : INFO : Epoch 1650 | loss: 0.031207 | val_loss: 0.0312081 | Time: 3863.25 ms [2022-04-11 00:36:40 main:574] : INFO : Epoch 1651 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 3784.7 ms [2022-04-11 00:36:44 main:574] : INFO : Epoch 1652 | loss: 0.0312097 | val_loss: 0.0312106 | Time: 3833.35 ms [2022-04-11 00:36:48 main:574] : INFO : Epoch 1653 | loss: 0.0312094 | val_loss: 0.0312134 | Time: 3847.98 ms [2022-04-11 00:36:51 main:574] : INFO : Epoch 1654 | loss: 0.0312083 | val_loss: 0.0312099 | Time: 3788.93 ms [2022-04-11 00:36:55 main:574] : INFO : Epoch 1655 | loss: 0.0312072 | val_loss: 0.0312083 | Time: 3798.13 ms [2022-04-11 00:36:59 main:574] : INFO : Epoch 1656 | loss: 0.0312057 | val_loss: 0.0312076 | Time: 3812.71 ms [2022-04-11 00:37:03 main:574] : INFO : Epoch 1657 | loss: 0.0312053 | val_loss: 0.0312067 | Time: 3830.4 ms [2022-04-11 00:37:07 main:574] : INFO : Epoch 1658 | loss: 0.0312051 | val_loss: 0.031206 | Time: 3917.22 ms [2022-04-11 00:37:11 main:574] : INFO : Epoch 1659 | loss: 0.0312044 | val_loss: 0.0312063 | Time: 3864.98 ms [2022-04-11 00:37:14 main:574] : INFO : Epoch 1660 | loss: 0.0312041 | val_loss: 0.0312062 | Time: 3860.73 ms [2022-04-11 00:37:18 main:574] : INFO : Epoch 1661 | loss: 0.0312065 | val_loss: 0.0312091 | Time: 3869.09 ms [2022-04-11 00:37:22 main:574] : INFO : Epoch 1662 | loss: 0.0312055 | val_loss: 0.0312066 | Time: 3743.47 ms [2022-04-11 00:37:26 main:574] : INFO : Epoch 1663 | loss: 0.0312058 | val_loss: 0.0312109 | Time: 3813.62 ms [2022-04-11 00:37:30 main:574] : INFO : Epoch 1664 | loss: 0.031207 | val_loss: 0.0312108 | Time: 3810.29 ms [2022-04-11 00:37:34 main:574] : INFO : Epoch 1665 | loss: 0.031208 | val_loss: 0.0312094 | Time: 3863.87 ms [2022-04-11 00:37:37 main:574] : INFO : Epoch 1666 | loss: 0.0312071 | val_loss: 0.0312081 | Time: 3897.7 ms [2022-04-11 00:37:41 main:574] : INFO : Epoch 1667 | loss: 0.0312061 | val_loss: 0.0312067 | Time: 3883.08 ms [2022-04-11 00:37:46 main:574] : INFO : Epoch 1668 | loss: 0.031208 | val_loss: 0.0312099 | Time: 4907.32 ms [2022-04-11 00:37:50 main:574] : INFO : Epoch 1669 | loss: 0.0312111 | val_loss: 0.0312131 | Time: 3874.48 ms [2022-04-11 00:37:54 main:574] : INFO : Epoch 1670 | loss: 0.0312164 | val_loss: 0.0312176 | Time: 3838.99 ms [2022-04-11 00:37:58 main:574] : INFO : Epoch 1671 | loss: 0.0312159 | val_loss: 0.0312105 | Time: 3845.55 ms [2022-04-11 00:38:02 main:574] : INFO : Epoch 1672 | loss: 0.0312105 | val_loss: 0.0312092 | Time: 3868.66 ms [2022-04-11 00:38:06 main:574] : INFO : Epoch 1673 | loss: 0.0312091 | val_loss: 0.0312093 | Time: 3895.1 ms [2022-04-11 00:38:09 main:574] : INFO : Epoch 1674 | loss: 0.0312087 | val_loss: 0.0312093 | Time: 3803.24 ms [2022-04-11 00:38:13 main:574] : INFO : Epoch 1675 | loss: 0.031208 | val_loss: 0.0312089 | Time: 3875.87 ms [2022-04-11 00:38:17 main:574] : INFO : Epoch 1676 | loss: 0.0312078 | val_loss: 0.03121 | Time: 3833.55 ms [2022-04-11 00:38:21 main:574] : INFO : Epoch 1677 | loss: 0.0312083 | val_loss: 0.0312109 | Time: 3836.66 ms [2022-04-11 00:38:25 main:574] : INFO : Epoch 1678 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 3837.38 ms [2022-04-11 00:38:29 main:574] : INFO : Epoch 1679 | loss: 0.031208 | val_loss: 0.0312119 | Time: 3839.72 ms [2022-04-11 00:38:32 main:574] : INFO : Epoch 1680 | loss: 0.031211 | val_loss: 0.0312099 | Time: 3836.34 ms [2022-04-11 00:38:36 main:574] : INFO : Epoch 1681 | loss: 0.0312098 | val_loss: 0.0312092 | Time: 3806.18 ms [2022-04-11 00:38:40 main:574] : INFO : Epoch 1682 | loss: 0.0312104 | val_loss: 0.0312089 | Time: 3810.65 ms [2022-04-11 00:38:44 main:574] : INFO : Epoch 1683 | loss: 0.0312104 | val_loss: 0.0312093 | Time: 3858.11 ms [2022-04-11 00:38:48 main:574] : INFO : Epoch 1684 | loss: 0.0312085 | val_loss: 0.0312098 | Time: 3845.28 ms [2022-04-11 00:38:52 main:574] : INFO : Epoch 1685 | loss: 0.0312079 | val_loss: 0.0312075 | Time: 3867.6 ms [2022-04-11 00:38:56 main:574] : INFO : Epoch 1686 | loss: 0.0312085 | val_loss: 0.0312074 | Time: 3874.01 ms [2022-04-11 00:38:59 main:574] : INFO : Epoch 1687 | loss: 0.0312081 | val_loss: 0.0312091 | Time: 3851.76 ms [2022-04-11 00:39:03 main:574] : INFO : Epoch 1688 | loss: 0.0312089 | val_loss: 0.0312102 | Time: 3879.32 ms [2022-04-11 00:39:07 main:574] : INFO : Epoch 1689 | loss: 0.0312073 | val_loss: 0.031209 | Time: 3885.55 ms [2022-04-11 00:39:11 main:574] : INFO : Epoch 1690 | loss: 0.031208 | val_loss: 0.0312122 | Time: 3823.85 ms [2022-04-11 00:39:15 main:574] : INFO : Epoch 1691 | loss: 0.0312085 | val_loss: 0.0312077 | Time: 3831.02 ms [2022-04-11 00:39:19 main:574] : INFO : Epoch 1692 | loss: 0.0312072 | val_loss: 0.0312123 | Time: 3813.06 ms [2022-04-11 00:39:22 main:574] : INFO : Epoch 1693 | loss: 0.0312073 | val_loss: 0.0312076 | Time: 3876.95 ms [2022-04-11 00:39:26 main:574] : INFO : Epoch 1694 | loss: 0.0312089 | val_loss: 0.0312092 | Time: 3892.37 ms [2022-04-11 00:39:30 main:574] : INFO : Epoch 1695 | loss: 0.0312066 | val_loss: 0.0312078 | Time: 3828.3 ms [2022-04-11 00:39:34 main:574] : INFO : Epoch 1696 | loss: 0.0312053 | val_loss: 0.0312064 | Time: 3818.4 ms [2022-04-11 00:39:38 main:574] : INFO : Epoch 1697 | loss: 0.0312066 | val_loss: 0.0312087 | Time: 3812.98 ms [2022-04-11 00:39:42 main:574] : INFO : Epoch 1698 | loss: 0.0312066 | val_loss: 0.0312076 | Time: 3789.17 ms [2022-04-11 00:39:46 main:574] : INFO : Epoch 1699 | loss: 0.0312069 | val_loss: 0.0312094 | Time: 3876.97 ms [2022-04-11 00:39:49 main:574] : INFO : Epoch 1700 | loss: 0.0312054 | val_loss: 0.0312074 | Time: 3846.19 ms [2022-04-11 00:39:53 main:574] : INFO : Epoch 1701 | loss: 0.0312059 | val_loss: 0.0312111 | Time: 3864.46 ms [2022-04-11 00:39:57 main:574] : INFO : Epoch 1702 | loss: 0.0312057 | val_loss: 0.0312077 | Time: 3851.33 ms [2022-04-11 00:40:01 main:574] : INFO : Epoch 1703 | loss: 0.0312046 | val_loss: 0.0312091 | Time: 3840.08 ms [2022-04-11 00:40:05 main:574] : INFO : Epoch 1704 | loss: 0.0312058 | val_loss: 0.0312132 | Time: 3840.08 ms [2022-04-11 00:40:09 main:574] : INFO : Epoch 1705 | loss: 0.0312086 | val_loss: 0.0312088 | Time: 3867.2 ms [2022-04-11 00:40:13 main:574] : INFO : Epoch 1706 | loss: 0.0312042 | val_loss: 0.0312073 | Time: 3847.47 ms [2022-04-11 00:40:16 main:574] : INFO : Epoch 1707 | loss: 0.0312062 | val_loss: 0.0312088 | Time: 3778.44 ms [2022-04-11 00:40:20 main:574] : INFO : Epoch 1708 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 3825.56 ms [2022-04-11 00:40:24 main:574] : INFO : Epoch 1709 | loss: 0.0312056 | val_loss: 0.0312087 | Time: 3787.98 ms [2022-04-11 00:40:28 main:574] : INFO : Epoch 1710 | loss: 0.0312054 | val_loss: 0.0312076 | Time: 3868.72 ms [2022-04-11 00:40:32 main:574] : INFO : Epoch 1711 | loss: 0.0312041 | val_loss: 0.0312078 | Time: 3866.12 ms [2022-04-11 00:40:35 main:574] : INFO : Epoch 1712 | loss: 0.031204 | val_loss: 0.0312075 | Time: 3814.34 ms [2022-04-11 00:40:39 main:574] : INFO : Epoch 1713 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 3843.73 ms [2022-04-11 00:40:43 main:574] : INFO : Epoch 1714 | loss: 0.0312048 | val_loss: 0.031209 | Time: 3761.49 ms [2022-04-11 00:40:47 main:574] : INFO : Epoch 1715 | loss: 0.0312038 | val_loss: 0.0312075 | Time: 3877.71 ms [2022-04-11 00:40:51 main:574] : INFO : Epoch 1716 | loss: 0.0312063 | val_loss: 0.0312074 | Time: 3808.05 ms [2022-04-11 00:40:55 main:574] : INFO : Epoch 1717 | loss: 0.0312059 | val_loss: 0.0312067 | Time: 3826.41 ms [2022-04-11 00:40:58 main:574] : INFO : Epoch 1718 | loss: 0.0312056 | val_loss: 0.0312074 | Time: 3832.9 ms [2022-04-11 00:41:02 main:574] : INFO : Epoch 1719 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 3881.02 ms [2022-04-11 00:41:06 main:574] : INFO : Epoch 1720 | loss: 0.0312045 | val_loss: 0.0312079 | Time: 3919.68 ms [2022-04-11 00:41:10 main:574] : INFO : Epoch 1721 | loss: 0.031204 | val_loss: 0.0312067 | Time: 3901.13 ms [2022-04-11 00:41:14 main:574] : INFO : Epoch 1722 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 3811.04 ms [2022-04-11 00:41:18 main:574] : INFO : Epoch 1723 | loss: 0.0312068 | val_loss: 0.0312091 | Time: 3874.6 ms [2022-04-11 00:41:22 main:574] : INFO : Epoch 1724 | loss: 0.0312042 | val_loss: 0.031206 | Time: 3815.65 ms [2022-04-11 00:41:26 main:574] : INFO : Epoch 1725 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 3868.89 ms [2022-04-11 00:41:29 main:574] : INFO : Epoch 1726 | loss: 0.0312036 | val_loss: 0.031207 | Time: 3819.52 ms [2022-04-11 00:41:33 main:574] : INFO : Epoch 1727 | loss: 0.031207 | val_loss: 0.0312117 | Time: 3819.38 ms [2022-04-11 00:41:37 main:574] : INFO : Epoch 1728 | loss: 0.031208 | val_loss: 0.0312086 | Time: 3814.44 ms [2022-04-11 00:41:41 main:574] : INFO : Epoch 1729 | loss: 0.0312066 | val_loss: 0.0312082 | Time: 3872.29 ms [2022-04-11 00:41:45 main:574] : INFO : Epoch 1730 | loss: 0.0312069 | val_loss: 0.0312101 | Time: 3811.78 ms [2022-04-11 00:41:49 main:574] : INFO : Epoch 1731 | loss: 0.0312066 | val_loss: 0.0312064 | Time: 3865.2 ms [2022-04-11 00:41:52 main:574] : INFO : Epoch 1732 | loss: 0.0312059 | val_loss: 0.0312073 | Time: 3894.29 ms [2022-04-11 00:41:56 main:574] : INFO : Epoch 1733 | loss: 0.031205 | val_loss: 0.0312074 | Time: 3841.86 ms [2022-04-11 00:42:00 main:574] : INFO : Epoch 1734 | loss: 0.0312057 | val_loss: 0.0312093 | Time: 3821.19 ms [2022-04-11 00:42:04 main:574] : INFO : Epoch 1735 | loss: 0.0312069 | val_loss: 0.0312071 | Time: 3807.1 ms [2022-04-11 00:42:08 main:574] : INFO : Epoch 1736 | loss: 0.0312097 | val_loss: 0.0312093 | Time: 3907.44 ms [2022-04-11 00:42:12 main:574] : INFO : Epoch 1737 | loss: 0.0312075 | val_loss: 0.0312068 | Time: 3834.76 ms [2022-04-11 00:42:16 main:574] : INFO : Epoch 1738 | loss: 0.0312075 | val_loss: 0.0312109 | Time: 3825.63 ms [2022-04-11 00:42:19 main:574] : INFO : Epoch 1739 | loss: 0.0312098 | val_loss: 0.031216 | Time: 3824.54 ms [2022-04-11 00:42:23 main:574] : INFO : Epoch 1740 | loss: 0.0312101 | val_loss: 0.0312083 | Time: 3900.3 ms [2022-04-11 00:42:27 main:574] : INFO : Epoch 1741 | loss: 0.0312096 | val_loss: 0.0312104 | Time: 3827.12 ms [2022-04-11 00:42:31 main:574] : INFO : Epoch 1742 | loss: 0.0312083 | val_loss: 0.0312073 | Time: 3815.93 ms [2022-04-11 00:42:35 main:574] : INFO : Epoch 1743 | loss: 0.031206 | val_loss: 0.0312117 | Time: 3821.64 ms [2022-04-11 00:42:39 main:574] : INFO : Epoch 1744 | loss: 0.0312069 | val_loss: 0.031209 | Time: 3853.61 ms [2022-04-11 00:42:42 main:574] : INFO : Epoch 1745 | loss: 0.0312092 | val_loss: 0.0312083 | Time: 3875.53 ms [2022-04-11 00:42:46 main:574] : INFO : Epoch 1746 | loss: 0.0312065 | val_loss: 0.0312081 | Time: 3843.47 ms [2022-04-11 00:42:50 main:574] : INFO : Epoch 1747 | loss: 0.031206 | val_loss: 0.0312069 | Time: 3832.46 ms [2022-04-11 00:42:54 main:574] : INFO : Epoch 1748 | loss: 0.0312063 | val_loss: 0.0312068 | Time: 3854.37 ms [2022-04-11 00:42:58 main:574] : INFO : Epoch 1749 | loss: 0.0312052 | val_loss: 0.0312104 | Time: 3837.3 ms [2022-04-11 00:43:02 main:574] : INFO : Epoch 1750 | loss: 0.0312051 | val_loss: 0.0312076 | Time: 3821.92 ms [2022-04-11 00:43:06 main:574] : INFO : Epoch 1751 | loss: 0.0312043 | val_loss: 0.0312092 | Time: 3851.05 ms [2022-04-11 00:43:09 main:574] : INFO : Epoch 1752 | loss: 0.0312058 | val_loss: 0.0312066 | Time: 3869.69 ms [2022-04-11 00:43:13 main:574] : INFO : Epoch 1753 | loss: 0.0312043 | val_loss: 0.031209 | Time: 3833.17 ms [2022-04-11 00:43:17 main:574] : INFO : Epoch 1754 | loss: 0.0312074 | val_loss: 0.0312088 | Time: 3806.73 ms [2022-04-11 00:43:21 main:574] : INFO : Epoch 1755 | loss: 0.0312062 | val_loss: 0.0312081 | Time: 3880.25 ms [2022-04-11 00:43:25 main:574] : INFO : Epoch 1756 | loss: 0.0312037 | val_loss: 0.0312063 | Time: 3907.19 ms [2022-04-11 00:43:29 main:574] : INFO : Epoch 1757 | loss: 0.031203 | val_loss: 0.0312078 | Time: 3824.74 ms [2022-04-11 00:43:32 main:574] : INFO : Epoch 1758 | loss: 0.0312035 | val_loss: 0.0312077 | Time: 3846.71 ms [2022-04-11 00:43:36 main:574] : INFO : Epoch 1759 | loss: 0.0312033 | val_loss: 0.03121 | Time: 3820.09 ms [2022-04-11 00:43:40 main:574] : INFO : Epoch 1760 | loss: 0.031206 | val_loss: 0.0312074 | Time: 3833.39 ms [2022-04-11 00:43:44 main:574] : INFO : Epoch 1761 | loss: 0.0312044 | val_loss: 0.0312063 | Time: 3837.39 ms [2022-04-11 00:43:48 main:574] : INFO : Epoch 1762 | loss: 0.0312036 | val_loss: 0.0312082 | Time: 3858.81 ms [2022-04-11 00:43:52 main:574] : INFO : Epoch 1763 | loss: 0.0312043 | val_loss: 0.0312108 | Time: 3825.59 ms [2022-04-11 00:43:56 main:574] : INFO : Epoch 1764 | loss: 0.0312051 | val_loss: 0.0312059 | Time: 3823.26 ms [2022-04-11 00:43:59 main:574] : INFO : Epoch 1765 | loss: 0.0312039 | val_loss: 0.0312085 | Time: 3826.78 ms [2022-04-11 00:44:03 main:574] : INFO : Epoch 1766 | loss: 0.0312033 | val_loss: 0.0312057 | Time: 3847.28 ms [2022-04-11 00:44:07 main:574] : INFO : Epoch 1767 | loss: 0.0312021 | val_loss: 0.0312061 | Time: 3824.24 ms [2022-04-11 00:44:11 main:574] : INFO : Epoch 1768 | loss: 0.031204 | val_loss: 0.0312086 | Time: 3806.16 ms [2022-04-11 00:44:15 main:574] : INFO : Epoch 1769 | loss: 0.0312035 | val_loss: 0.0312075 | Time: 3876.81 ms [2022-04-11 00:44:19 main:574] : INFO : Epoch 1770 | loss: 0.0312034 | val_loss: 0.0312053 | Time: 3832.48 ms [2022-04-11 00:44:22 main:574] : INFO : Epoch 1771 | loss: 0.0312043 | val_loss: 0.0312121 | Time: 3870.87 ms [2022-04-11 00:44:26 main:574] : INFO : Epoch 1772 | loss: 0.0312049 | val_loss: 0.0312062 | Time: 3784.89 ms [2022-04-11 00:44:30 main:574] : INFO : Epoch 1773 | loss: 0.0312029 | val_loss: 0.0312053 | Time: 3831.64 ms [2022-04-11 00:44:34 main:574] : INFO : Epoch 1774 | loss: 0.0312036 | val_loss: 0.0312148 | Time: 3861.33 ms [2022-04-11 00:44:38 main:574] : INFO : Epoch 1775 | loss: 0.0312077 | val_loss: 0.0312106 | Time: 3815.87 ms [2022-04-11 00:44:42 main:574] : INFO : Epoch 1776 | loss: 0.031204 | val_loss: 0.0312061 | Time: 3820.42 ms [2022-04-11 00:44:45 main:574] : INFO : Epoch 1777 | loss: 0.0312034 | val_loss: 0.0312062 | Time: 3798.67 ms [2022-04-11 00:44:49 main:574] : INFO : Epoch 1778 | loss: 0.0312037 | val_loss: 0.0312079 | Time: 3850.71 ms [2022-04-11 00:44:53 main:574] : INFO : Epoch 1779 | loss: 0.031203 | val_loss: 0.0312083 | Time: 3837.78 ms [2022-04-11 00:44:57 main:574] : INFO : Epoch 1780 | loss: 0.0312043 | val_loss: 0.0312075 | Time: 3864.88 ms [2022-04-11 00:45:01 main:574] : INFO : Epoch 1781 | loss: 0.0312031 | val_loss: 0.0312073 | Time: 3878.25 ms [2022-04-11 00:45:05 main:574] : INFO : Epoch 1782 | loss: 0.0312031 | val_loss: 0.0312056 | Time: 3822.89 ms [2022-04-11 00:45:08 main:574] : INFO : Epoch 1783 | loss: 0.0312024 | val_loss: 0.0312143 | Time: 3864.91 ms [2022-04-11 00:45:12 main:574] : INFO : Epoch 1784 | loss: 0.0312075 | val_loss: 0.0312077 | Time: 3838.75 ms [2022-04-11 00:45:16 main:574] : INFO : Epoch 1785 | loss: 0.0312019 | val_loss: 0.0312053 | Time: 3819.15 ms [2022-04-11 00:45:20 main:574] : INFO : Epoch 1786 | loss: 0.0312017 | val_loss: 0.0312047 | Time: 3804.02 ms [2022-04-11 00:45:24 main:574] : INFO : Epoch 1787 | loss: 0.0312017 | val_loss: 0.0312055 | Time: 3915.49 ms [2022-04-11 00:45:28 main:574] : INFO : Epoch 1788 | loss: 0.0312056 | val_loss: 0.0312098 | Time: 3813.95 ms [2022-04-11 00:45:32 main:574] : INFO : Epoch 1789 | loss: 0.031206 | val_loss: 0.0312063 | Time: 3854.55 ms [2022-04-11 00:45:35 main:574] : INFO : Epoch 1790 | loss: 0.031207 | val_loss: 0.0312121 | Time: 3844.32 ms [2022-04-11 00:45:39 main:574] : INFO : Epoch 1791 | loss: 0.0312062 | val_loss: 0.0312073 | Time: 3838.42 ms [2022-04-11 00:45:43 main:574] : INFO : Epoch 1792 | loss: 0.0312039 | val_loss: 0.0312083 | Time: 3796.94 ms [2022-04-11 00:45:47 main:574] : INFO : Epoch 1793 | loss: 0.0312042 | val_loss: 0.0312087 | Time: 3833.48 ms [2022-04-11 00:45:51 main:574] : INFO : Epoch 1794 | loss: 0.0312051 | val_loss: 0.0312062 | Time: 3845.01 ms [2022-04-11 00:45:55 main:574] : INFO : Epoch 1795 | loss: 0.0312051 | val_loss: 0.0312072 | Time: 3853.34 ms [2022-04-11 00:45:58 main:574] : INFO : Epoch 1796 | loss: 0.0312049 | val_loss: 0.0312071 | Time: 3820.37 ms [2022-04-11 00:46:02 main:574] : INFO : Epoch 1797 | loss: 0.0312037 | val_loss: 0.0312097 | Time: 3807.47 ms [2022-04-11 00:46:06 main:574] : INFO : Epoch 1798 | loss: 0.0312087 | val_loss: 0.0312125 | Time: 3828.55 ms [2022-04-11 00:46:10 main:574] : INFO : Epoch 1799 | loss: 0.0312051 | val_loss: 0.0312111 | Time: 3862.59 ms [2022-04-11 00:46:14 main:574] : INFO : Epoch 1800 | loss: 0.031206 | val_loss: 0.0312132 | Time: 3868.22 ms [2022-04-11 00:46:18 main:574] : INFO : Epoch 1801 | loss: 0.0312073 | val_loss: 0.0312064 | Time: 3845.82 ms [2022-04-11 00:46:21 main:574] : INFO : Epoch 1802 | loss: 0.0312042 | val_loss: 0.0312064 | Time: 3849.04 ms [2022-04-11 00:46:25 main:574] : INFO : Epoch 1803 | loss: 0.0312032 | val_loss: 0.0312073 | Time: 3850.78 ms [2022-04-11 00:46:29 main:574] : INFO : Epoch 1804 | loss: 0.0312028 | val_loss: 0.0312062 | Time: 3852.92 ms [2022-04-11 00:46:33 main:574] : INFO : Epoch 1805 | loss: 0.0312041 | val_loss: 0.0312082 | Time: 3769.84 ms [2022-04-11 00:46:37 main:574] : INFO : Epoch 1806 | loss: 0.0312073 | val_loss: 0.0312073 | Time: 3862.18 ms [2022-04-11 00:46:41 main:574] : INFO : Epoch 1807 | loss: 0.031205 | val_loss: 0.0312074 | Time: 3872.53 ms [2022-04-11 00:46:45 main:574] : INFO : Epoch 1808 | loss: 0.0312062 | val_loss: 0.0312088 | Time: 3816.54 ms [2022-04-11 00:46:48 main:574] : INFO : Epoch 1809 | loss: 0.0312061 | val_loss: 0.031208 | Time: 3816.1 ms [2022-04-11 00:46:52 main:574] : INFO : Epoch 1810 | loss: 0.031205 | val_loss: 0.0312077 | Time: 3874.8 ms [2022-04-11 00:46:56 main:574] : INFO : Epoch 1811 | loss: 0.0312051 | val_loss: 0.0312078 | Time: 3810.86 ms [2022-04-11 00:47:00 main:574] : INFO : Epoch 1812 | loss: 0.0312067 | val_loss: 0.0312131 | Time: 3840.34 ms [2022-04-11 00:47:04 main:574] : INFO : Epoch 1813 | loss: 0.0312176 | val_loss: 0.0312155 | Time: 3789.33 ms [2022-04-11 00:47:07 main:574] : INFO : Epoch 1814 | loss: 0.0312159 | val_loss: 0.0312114 | Time: 3829.22 ms [2022-04-11 00:47:11 main:574] : INFO : Epoch 1815 | loss: 0.0312143 | val_loss: 0.0312105 | Time: 3891.28 ms [2022-04-11 00:47:15 main:574] : INFO : Epoch 1816 | loss: 0.0312103 | val_loss: 0.0312104 | Time: 3823.64 ms [2022-04-11 00:47:19 main:574] : INFO : Epoch 1817 | loss: 0.0312108 | val_loss: 0.0312113 | Time: 3846.87 ms [2022-04-11 00:47:23 main:574] : INFO : Epoch 1818 | loss: 0.0312097 | val_loss: 0.0312105 | Time: 3881.99 ms [2022-04-11 00:47:27 main:574] : INFO : Epoch 1819 | loss: 0.031209 | val_loss: 0.0312088 | Time: 3833.59 ms [2022-04-11 00:47:31 main:574] : INFO : Epoch 1820 | loss: 0.0312089 | val_loss: 0.031209 | Time: 3843.55 ms [2022-04-11 00:47:34 main:574] : INFO : Epoch 1821 | loss: 0.0312106 | val_loss: 0.0312101 | Time: 3800.54 ms [2022-04-11 00:47:38 main:574] : INFO : Epoch 1822 | loss: 0.0312102 | val_loss: 0.0312101 | Time: 3853.35 ms [2022-04-11 00:47:42 main:574] : INFO : Epoch 1823 | loss: 0.0312097 | val_loss: 0.0312121 | Time: 3824.38 ms [2022-04-11 00:47:46 main:574] : INFO : Epoch 1824 | loss: 0.0312106 | val_loss: 0.0312117 | Time: 3854.44 ms [2022-04-11 00:47:50 main:574] : INFO : Epoch 1825 | loss: 0.0312106 | val_loss: 0.0312122 | Time: 3847.43 ms [2022-04-11 00:47:54 main:574] : INFO : Epoch 1826 | loss: 0.0312116 | val_loss: 0.0312147 | Time: 3917.11 ms [2022-04-11 00:47:58 main:574] : INFO : Epoch 1827 | loss: 0.031212 | val_loss: 0.0312121 | Time: 3870.81 ms [2022-04-11 00:48:01 main:574] : INFO : Epoch 1828 | loss: 0.0312091 | val_loss: 0.0312096 | Time: 3841.09 ms [2022-04-11 00:48:05 main:574] : INFO : Epoch 1829 | loss: 0.0312088 | val_loss: 0.0312128 | Time: 3943.39 ms [2022-04-11 00:48:09 main:574] : INFO : Epoch 1830 | loss: 0.0312086 | val_loss: 0.0312091 | Time: 3870.96 ms [2022-04-11 00:48:13 main:574] : INFO : Epoch 1831 | loss: 0.0312084 | val_loss: 0.0312105 | Time: 3977.28 ms [2022-04-11 00:48:17 main:574] : INFO : Epoch 1832 | loss: 0.0312091 | val_loss: 0.0312099 | Time: 3880.04 ms [2022-04-11 00:48:21 main:574] : INFO : Epoch 1833 | loss: 0.0312085 | val_loss: 0.0312098 | Time: 3830.71 ms [2022-04-11 00:48:25 main:574] : INFO : Epoch 1834 | loss: 0.0312076 | val_loss: 0.0312118 | Time: 3837.22 ms [2022-04-11 00:48:29 main:574] : INFO : Epoch 1835 | loss: 0.0312072 | val_loss: 0.0312133 | Time: 3854.08 ms [2022-04-11 00:48:33 main:574] : INFO : Epoch 1836 | loss: 0.0312083 | val_loss: 0.0312094 | Time: 3829.8 ms [2022-04-11 00:48:36 main:574] : INFO : Epoch 1837 | loss: 0.0312076 | val_loss: 0.0312098 | Time: 3819.9 ms [2022-04-11 00:48:40 main:574] : INFO : Epoch 1838 | loss: 0.0312067 | val_loss: 0.0312092 | Time: 3844.47 ms [2022-04-11 00:48:44 main:574] : INFO : Epoch 1839 | loss: 0.0312073 | val_loss: 0.0312097 | Time: 3869.27 ms [2022-04-11 00:48:48 main:574] : INFO : Epoch 1840 | loss: 0.0312101 | val_loss: 0.0312096 | Time: 3845.17 ms [2022-04-11 00:48:52 main:574] : INFO : Epoch 1841 | loss: 0.0312088 | val_loss: 0.0312163 | Time: 3814.9 ms [2022-04-11 00:48:56 main:574] : INFO : Epoch 1842 | loss: 0.0312104 | val_loss: 0.0312108 | Time: 3900.94 ms [2022-04-11 00:48:59 main:574] : INFO : Epoch 1843 | loss: 0.0312088 | val_loss: 0.0312095 | Time: 3848.06 ms [2022-04-11 00:49:03 main:574] : INFO : Epoch 1844 | loss: 0.0312081 | val_loss: 0.0312096 | Time: 3876.93 ms [2022-04-11 00:49:07 main:574] : INFO : Epoch 1845 | loss: 0.0312089 | val_loss: 0.0312147 | Time: 3876.73 ms [2022-04-11 00:49:11 main:574] : INFO : Epoch 1846 | loss: 0.0312079 | val_loss: 0.031209 | Time: 3835.48 ms [2022-04-11 00:49:15 main:574] : INFO : Epoch 1847 | loss: 0.0312081 | val_loss: 0.031216 | Time: 3833.94 ms [2022-04-11 00:49:19 main:574] : INFO : Epoch 1848 | loss: 0.0312104 | val_loss: 0.0312088 | Time: 3840.97 ms [2022-04-11 00:49:23 main:574] : INFO : Epoch 1849 | loss: 0.0312081 | val_loss: 0.0312098 | Time: 3831.82 ms [2022-04-11 00:49:27 main:574] : INFO : Epoch 1850 | loss: 0.0312058 | val_loss: 0.0312107 | Time: 3913.1 ms [2022-04-11 00:49:30 main:574] : INFO : Epoch 1851 | loss: 0.0312078 | val_loss: 0.0312101 | Time: 3851.81 ms [2022-04-11 00:49:34 main:574] : INFO : Epoch 1852 | loss: 0.031206 | val_loss: 0.0312147 | Time: 3890.35 ms [2022-04-11 00:49:38 main:574] : INFO : Epoch 1853 | loss: 0.0312081 | val_loss: 0.0312144 | Time: 3828.04 ms [2022-04-11 00:49:42 main:574] : INFO : Epoch 1854 | loss: 0.0312077 | val_loss: 0.031209 | Time: 3843.49 ms [2022-04-11 00:49:46 main:574] : INFO : Epoch 1855 | loss: 0.0312049 | val_loss: 0.0312095 | Time: 3812.01 ms [2022-04-11 00:49:50 main:574] : INFO : Epoch 1856 | loss: 0.0312068 | val_loss: 0.0312091 | Time: 3766.66 ms [2022-04-11 00:49:53 main:574] : INFO : Epoch 1857 | loss: 0.0312062 | val_loss: 0.031212 | Time: 3872.23 ms [2022-04-11 00:49:57 main:574] : INFO : Epoch 1858 | loss: 0.0312049 | val_loss: 0.0312089 | Time: 3832.95 ms [2022-04-11 00:50:01 main:574] : INFO : Epoch 1859 | loss: 0.0312067 | val_loss: 0.031212 | Time: 3823.09 ms [2022-04-11 00:50:05 main:574] : INFO : Epoch 1860 | loss: 0.0312048 | val_loss: 0.0312084 | Time: 3807.94 ms [2022-04-11 00:50:09 main:574] : INFO : Epoch 1861 | loss: 0.0312053 | val_loss: 0.0312089 | Time: 3853.87 ms [2022-04-11 00:50:13 main:574] : INFO : Epoch 1862 | loss: 0.0312046 | val_loss: 0.0312111 | Time: 3787.14 ms [2022-04-11 00:50:16 main:574] : INFO : Epoch 1863 | loss: 0.0312048 | val_loss: 0.0312092 | Time: 3824.5 ms [2022-04-11 00:50:20 main:574] : INFO : Epoch 1864 | loss: 0.031204 | val_loss: 0.0312096 | Time: 3771.75 ms [2022-04-11 00:50:25 main:574] : INFO : Epoch 1865 | loss: 0.0312054 | val_loss: 0.0312084 | Time: 4970.62 ms [2022-04-11 00:50:29 main:574] : INFO : Epoch 1866 | loss: 0.0312058 | val_loss: 0.0312084 | Time: 3847.77 ms [2022-04-11 00:50:33 main:574] : INFO : Epoch 1867 | loss: 0.0312049 | val_loss: 0.0312078 | Time: 3855.97 ms [2022-04-11 00:50:37 main:574] : INFO : Epoch 1868 | loss: 0.0312068 | val_loss: 0.0312079 | Time: 3793.62 ms [2022-04-11 00:50:40 main:574] : INFO : Epoch 1869 | loss: 0.0312047 | val_loss: 0.0312074 | Time: 3859.86 ms [2022-04-11 00:50:44 main:574] : INFO : Epoch 1870 | loss: 0.0312054 | val_loss: 0.0312074 | Time: 3790.85 ms [2022-04-11 00:50:48 main:574] : INFO : Epoch 1871 | loss: 0.031206 | val_loss: 0.0312081 | Time: 3836.33 ms [2022-04-11 00:50:52 main:574] : INFO : Epoch 1872 | loss: 0.0312055 | val_loss: 0.0312075 | Time: 3811.22 ms [2022-04-11 00:50:56 main:574] : INFO : Epoch 1873 | loss: 0.0312036 | val_loss: 0.0312071 | Time: 3854.22 ms [2022-04-11 00:51:00 main:574] : INFO : Epoch 1874 | loss: 0.0312047 | val_loss: 0.031207 | Time: 3873.14 ms [2022-04-11 00:51:03 main:574] : INFO : Epoch 1875 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 3774.32 ms [2022-04-11 00:51:07 main:574] : INFO : Epoch 1876 | loss: 0.0312052 | val_loss: 0.031208 | Time: 3798.93 ms [2022-04-11 00:51:11 main:574] : INFO : Epoch 1877 | loss: 0.0312053 | val_loss: 0.0312066 | Time: 3818.26 ms [2022-04-11 00:51:15 main:574] : INFO : Epoch 1878 | loss: 0.0312079 | val_loss: 0.0312098 | Time: 3832.3 ms [2022-04-11 00:51:19 main:574] : INFO : Epoch 1879 | loss: 0.0312064 | val_loss: 0.0312095 | Time: 3820.8 ms [2022-04-11 00:51:23 main:574] : INFO : Epoch 1880 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 3802.64 ms [2022-04-11 00:51:26 main:574] : INFO : Epoch 1881 | loss: 0.0312052 | val_loss: 0.031211 | Time: 3863.35 ms [2022-04-11 00:51:30 main:574] : INFO : Epoch 1882 | loss: 0.0312053 | val_loss: 0.0312103 | Time: 3897.89 ms [2022-04-11 00:51:34 main:574] : INFO : Epoch 1883 | loss: 0.0312062 | val_loss: 0.0312172 | Time: 3838.82 ms [2022-04-11 00:51:38 main:574] : INFO : Epoch 1884 | loss: 0.0312063 | val_loss: 0.0312096 | Time: 3868.53 ms [2022-04-11 00:51:42 main:574] : INFO : Epoch 1885 | loss: 0.0312047 | val_loss: 0.0312085 | Time: 3823.29 ms [2022-04-11 00:51:46 main:574] : INFO : Epoch 1886 | loss: 0.031204 | val_loss: 0.0312078 | Time: 3841.8 ms [2022-04-11 00:51:50 main:574] : INFO : Epoch 1887 | loss: 0.031204 | val_loss: 0.0312099 | Time: 3852.23 ms [2022-04-11 00:51:53 main:574] : INFO : Epoch 1888 | loss: 0.0312035 | val_loss: 0.0312082 | Time: 3850.37 ms [2022-04-11 00:51:57 main:574] : INFO : Epoch 1889 | loss: 0.0312043 | val_loss: 0.0312082 | Time: 3781.93 ms [2022-04-11 00:52:01 main:574] : INFO : Epoch 1890 | loss: 0.0312035 | val_loss: 0.0312089 | Time: 3810.7 ms [2022-04-11 00:52:05 main:574] : INFO : Epoch 1891 | loss: 0.0312029 | val_loss: 0.031209 | Time: 3823.53 ms [2022-04-11 00:52:09 main:574] : INFO : Epoch 1892 | loss: 0.0312024 | val_loss: 0.0312077 | Time: 3827.34 ms [2022-04-11 00:52:12 main:574] : INFO : Epoch 1893 | loss: 0.0312021 | val_loss: 0.0312075 | Time: 3814.96 ms [2022-04-11 00:52:16 main:574] : INFO : Epoch 1894 | loss: 0.0312042 | val_loss: 0.0312137 | Time: 3847.75 ms [2022-04-11 00:52:20 main:574] : INFO : Epoch 1895 | loss: 0.0312075 | val_loss: 0.0312128 | Time: 3847.79 ms [2022-04-11 00:52:24 main:574] : INFO : Epoch 1896 | loss: 0.0312043 | val_loss: 0.031208 | Time: 3900.74 ms [2022-04-11 00:52:28 main:574] : INFO : Epoch 1897 | loss: 0.0312068 | val_loss: 0.0312138 | Time: 3834.14 ms [2022-04-11 00:52:32 main:574] : INFO : Epoch 1898 | loss: 0.031204 | val_loss: 0.0312119 | Time: 3846 ms [2022-04-11 00:52:36 main:574] : INFO : Epoch 1899 | loss: 0.0312066 | val_loss: 0.031214 | Time: 3840.85 ms [2022-04-11 00:52:39 main:574] : INFO : Epoch 1900 | loss: 0.0312035 | val_loss: 0.0312077 | Time: 3847.44 ms [2022-04-11 00:52:43 main:574] : INFO : Epoch 1901 | loss: 0.0312024 | val_loss: 0.0312076 | Time: 3837.34 ms [2022-04-11 00:52:47 main:574] : INFO : Epoch 1902 | loss: 0.0312032 | val_loss: 0.0312093 | Time: 3849 ms [2022-04-11 00:52:51 main:574] : INFO : Epoch 1903 | loss: 0.0312031 | val_loss: 0.0312083 | Time: 3864.89 ms [2022-04-11 00:52:55 main:574] : INFO : Epoch 1904 | loss: 0.0312053 | val_loss: 0.0312078 | Time: 3844.78 ms [2022-04-11 00:52:59 main:574] : INFO : Epoch 1905 | loss: 0.0312043 | val_loss: 0.0312145 | Time: 3819.09 ms [2022-04-11 00:53:02 main:574] : INFO : Epoch 1906 | loss: 0.031203 | val_loss: 0.0312106 | Time: 3772.75 ms [2022-04-11 00:53:06 main:574] : INFO : Epoch 1907 | loss: 0.0312041 | val_loss: 0.0312096 | Time: 3848.56 ms [2022-04-11 00:53:10 main:574] : INFO : Epoch 1908 | loss: 0.0312043 | val_loss: 0.0312073 | Time: 3875.62 ms [2022-04-11 00:53:14 main:574] : INFO : Epoch 1909 | loss: 0.0312036 | val_loss: 0.0312084 | Time: 3858.47 ms [2022-04-11 00:53:18 main:574] : INFO : Epoch 1910 | loss: 0.0312039 | val_loss: 0.0312074 | Time: 3803.12 ms [2022-04-11 00:53:22 main:574] : INFO : Epoch 1911 | loss: 0.031203 | val_loss: 0.0312088 | Time: 3827.17 ms [2022-04-11 00:53:26 main:574] : INFO : Epoch 1912 | loss: 0.0312059 | val_loss: 0.0312096 | Time: 3831.47 ms [2022-04-11 00:53:29 main:574] : INFO : Epoch 1913 | loss: 0.0312074 | val_loss: 0.0312093 | Time: 3911.91 ms [2022-04-11 00:53:33 main:574] : INFO : Epoch 1914 | loss: 0.0312081 | val_loss: 0.0312082 | Time: 3924.14 ms [2022-04-11 00:53:37 main:574] : INFO : Epoch 1915 | loss: 0.0312078 | val_loss: 0.0312079 | Time: 3867.69 ms [2022-04-11 00:53:41 main:574] : INFO : Epoch 1916 | loss: 0.0312083 | val_loss: 0.0312075 | Time: 3844.26 ms [2022-04-11 00:53:45 main:574] : INFO : Epoch 1917 | loss: 0.0312079 | val_loss: 0.0312073 | Time: 3812.9 ms [2022-04-11 00:53:49 main:574] : INFO : Epoch 1918 | loss: 0.0312063 | val_loss: 0.031211 | Time: 3881.56 ms [2022-04-11 00:53:53 main:574] : INFO : Epoch 1919 | loss: 0.031207 | val_loss: 0.031207 | Time: 3894.72 ms [2022-04-11 00:53:56 main:574] : INFO : Epoch 1920 | loss: 0.0312069 | val_loss: 0.0312071 | Time: 3822.04 ms [2022-04-11 00:54:00 main:574] : INFO : Epoch 1921 | loss: 0.0312061 | val_loss: 0.0312065 | Time: 3852.92 ms [2022-04-11 00:54:04 main:574] : INFO : Epoch 1922 | loss: 0.0312057 | val_loss: 0.0312069 | Time: 3782.48 ms [2022-04-11 00:54:08 main:574] : INFO : Epoch 1923 | loss: 0.0312062 | val_loss: 0.0312062 | Time: 3818.03 ms [2022-04-11 00:54:12 main:574] : INFO : Epoch 1924 | loss: 0.0312058 | val_loss: 0.0312068 | Time: 3805.61 ms [2022-04-11 00:54:16 main:574] : INFO : Epoch 1925 | loss: 0.0312092 | val_loss: 0.0312117 | Time: 3930.82 ms [2022-04-11 00:54:20 main:574] : INFO : Epoch 1926 | loss: 0.0312077 | val_loss: 0.0312075 | Time: 3884.92 ms [2022-04-11 00:54:23 main:574] : INFO : Epoch 1927 | loss: 0.0312128 | val_loss: 0.0312152 | Time: 3809.74 ms [2022-04-11 00:54:27 main:574] : INFO : Epoch 1928 | loss: 0.0312091 | val_loss: 0.0312076 | Time: 3828.86 ms [2022-04-11 00:54:31 main:574] : INFO : Epoch 1929 | loss: 0.0312064 | val_loss: 0.0312072 | Time: 3876.83 ms [2022-04-11 00:54:35 main:574] : INFO : Epoch 1930 | loss: 0.0312044 | val_loss: 0.0312085 | Time: 3844.36 ms [2022-04-11 00:54:39 main:574] : INFO : Epoch 1931 | loss: 0.0312059 | val_loss: 0.0312069 | Time: 3804.33 ms [2022-04-11 00:54:43 main:574] : INFO : Epoch 1932 | loss: 0.0312059 | val_loss: 0.0312056 | Time: 3883.01 ms [2022-04-11 00:54:46 main:574] : INFO : Epoch 1933 | loss: 0.0312059 | val_loss: 0.0312067 | Time: 3834.64 ms [2022-04-11 00:54:50 main:574] : INFO : Epoch 1934 | loss: 0.0312041 | val_loss: 0.0312061 | Time: 3913.47 ms [2022-04-11 00:54:54 main:574] : INFO : Epoch 1935 | loss: 0.0312054 | val_loss: 0.0312116 | Time: 3840.42 ms [2022-04-11 00:54:58 main:574] : INFO : Epoch 1936 | loss: 0.0312053 | val_loss: 0.031207 | Time: 3804.29 ms [2022-04-11 00:55:02 main:574] : INFO : Epoch 1937 | loss: 0.0312053 | val_loss: 0.0312142 | Time: 3936.27 ms [2022-04-11 00:55:06 main:574] : INFO : Epoch 1938 | loss: 0.0312083 | val_loss: 0.0312071 | Time: 3784.88 ms [2022-04-11 00:55:10 main:574] : INFO : Epoch 1939 | loss: 0.0312081 | val_loss: 0.0312101 | Time: 3808.01 ms [2022-04-11 00:55:13 main:574] : INFO : Epoch 1940 | loss: 0.0312088 | val_loss: 0.0312079 | Time: 3843.53 ms [2022-04-11 00:55:17 main:574] : INFO : Epoch 1941 | loss: 0.031208 | val_loss: 0.0312074 | Time: 3819.49 ms [2022-04-11 00:55:21 main:574] : INFO : Epoch 1942 | loss: 0.0312116 | val_loss: 0.0312138 | Time: 3839.32 ms [2022-04-11 00:55:25 main:574] : INFO : Epoch 1943 | loss: 0.0312131 | val_loss: 0.0312121 | Time: 3853.21 ms [2022-04-11 00:55:29 main:574] : INFO : Epoch 1944 | loss: 0.0312151 | val_loss: 0.0312135 | Time: 3825.82 ms [2022-04-11 00:55:33 main:574] : INFO : Epoch 1945 | loss: 0.0312205 | val_loss: 0.0312211 | Time: 3817.01 ms [2022-04-11 00:55:36 main:574] : INFO : Epoch 1946 | loss: 0.0312209 | val_loss: 0.0312223 | Time: 3830.86 ms [2022-04-11 00:55:40 main:574] : INFO : Epoch 1947 | loss: 0.0312218 | val_loss: 0.0312198 | Time: 3879.48 ms [2022-04-11 00:55:44 main:574] : INFO : Epoch 1948 | loss: 0.0312216 | val_loss: 0.0312223 | Time: 3872.33 ms [2022-04-11 00:55:48 main:574] : INFO : Epoch 1949 | loss: 0.0312195 | val_loss: 0.0312197 | Time: 3771.72 ms [2022-04-11 00:55:52 main:574] : INFO : Epoch 1950 | loss: 0.0312203 | val_loss: 0.0312188 | Time: 3872.19 ms [2022-04-11 00:55:56 main:574] : INFO : Epoch 1951 | loss: 0.0312185 | val_loss: 0.0312189 | Time: 3919.87 ms [2022-04-11 00:56:00 main:574] : INFO : Epoch 1952 | loss: 0.0312178 | val_loss: 0.0312195 | Time: 3838.23 ms [2022-04-11 00:56:03 main:574] : INFO : Epoch 1953 | loss: 0.031218 | val_loss: 0.0312171 | Time: 3847.87 ms [2022-04-11 00:56:07 main:574] : INFO : Epoch 1954 | loss: 0.0312202 | val_loss: 0.0312228 | Time: 3853.17 ms [2022-04-11 00:56:11 main:574] : INFO : Epoch 1955 | loss: 0.0312201 | val_loss: 0.0312205 | Time: 3891.24 ms [2022-04-11 00:56:15 main:574] : INFO : Epoch 1956 | loss: 0.0312193 | val_loss: 0.0312177 | Time: 3882.29 ms [2022-04-11 00:56:19 main:574] : INFO : Epoch 1957 | loss: 0.0312182 | val_loss: 0.0312207 | Time: 3800.06 ms [2022-04-11 00:56:23 main:574] : INFO : Epoch 1958 | loss: 0.0312216 | val_loss: 0.0312194 | Time: 3865.36 ms [2022-04-11 00:56:27 main:574] : INFO : Epoch 1959 | loss: 0.0312208 | val_loss: 0.031221 | Time: 3825.55 ms [2022-04-11 00:56:30 main:574] : INFO : Epoch 1960 | loss: 0.031222 | val_loss: 0.0312221 | Time: 3824.46 ms [2022-04-11 00:56:34 main:574] : INFO : Epoch 1961 | loss: 0.0312233 | val_loss: 0.0312226 | Time: 3856.15 ms [2022-04-11 00:56:38 main:574] : INFO : Epoch 1962 | loss: 0.0312241 | val_loss: 0.0312205 | Time: 3905.69 ms [2022-04-11 00:56:42 main:574] : INFO : Epoch 1963 | loss: 0.0312211 | val_loss: 0.0312187 | Time: 3824.09 ms [2022-04-11 00:56:46 main:574] : INFO : Epoch 1964 | loss: 0.031221 | val_loss: 0.0312187 | Time: 3857.95 ms [2022-04-11 00:56:50 main:574] : INFO : Epoch 1965 | loss: 0.0312193 | val_loss: 0.0312171 | Time: 3838.67 ms [2022-04-11 00:56:54 main:574] : INFO : Epoch 1966 | loss: 0.0312187 | val_loss: 0.0312175 | Time: 3844.94 ms [2022-04-11 00:56:57 main:574] : INFO : Epoch 1967 | loss: 0.0312204 | val_loss: 0.031219 | Time: 3853.72 ms [2022-04-11 00:57:01 main:574] : INFO : Epoch 1968 | loss: 0.031217 | val_loss: 0.0312168 | Time: 3872 ms [2022-04-11 00:57:05 main:574] : INFO : Epoch 1969 | loss: 0.0312172 | val_loss: 0.0312163 | Time: 3864.09 ms [2022-04-11 00:57:09 main:574] : INFO : Epoch 1970 | loss: 0.0312166 | val_loss: 0.031217 | Time: 3812.46 ms [2022-04-11 00:57:13 main:574] : INFO : Epoch 1971 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 3809.86 ms [2022-04-11 00:57:17 main:574] : INFO : Epoch 1972 | loss: 0.0312175 | val_loss: 0.0312168 | Time: 3877.92 ms [2022-04-11 00:57:21 main:574] : INFO : Epoch 1973 | loss: 0.0312153 | val_loss: 0.0312163 | Time: 3852.28 ms [2022-04-11 00:57:24 main:574] : INFO : Epoch 1974 | loss: 0.0312148 | val_loss: 0.0312158 | Time: 3844.58 ms [2022-04-11 00:57:28 main:574] : INFO : Epoch 1975 | loss: 0.0312147 | val_loss: 0.0312192 | Time: 3853.47 ms [2022-04-11 00:57:32 main:574] : INFO : Epoch 1976 | loss: 0.0312149 | val_loss: 0.0312197 | Time: 3880.25 ms [2022-04-11 00:57:36 main:574] : INFO : Epoch 1977 | loss: 0.0312159 | val_loss: 0.031217 | Time: 3823.52 ms [2022-04-11 00:57:40 main:574] : INFO : Epoch 1978 | loss: 0.0312145 | val_loss: 0.0312193 | Time: 3819.25 ms [2022-04-11 00:57:44 main:574] : INFO : Epoch 1979 | loss: 0.0312157 | val_loss: 0.0312165 | Time: 3890.47 ms [2022-04-11 00:57:48 main:574] : INFO : Epoch 1980 | loss: 0.031214 | val_loss: 0.0312152 | Time: 3945.62 ms [2022-04-11 00:57:51 main:574] : INFO : Epoch 1981 | loss: 0.0312132 | val_loss: 0.0312159 | Time: 3851.05 ms [2022-04-11 00:57:55 main:574] : INFO : Epoch 1982 | loss: 0.0312127 | val_loss: 0.0312156 | Time: 3885.82 ms [2022-04-11 00:57:59 main:574] : INFO : Epoch 1983 | loss: 0.0312128 | val_loss: 0.0312164 | Time: 3811.44 ms [2022-04-11 00:58:03 main:574] : INFO : Epoch 1984 | loss: 0.0312152 | val_loss: 0.0312157 | Time: 3911.54 ms [2022-04-11 00:58:07 main:574] : INFO : Epoch 1985 | loss: 0.0312136 | val_loss: 0.0312157 | Time: 3810.2 ms [2022-04-11 00:58:11 main:574] : INFO : Epoch 1986 | loss: 0.0312129 | val_loss: 0.0312155 | Time: 3839.19 ms [2022-04-11 00:58:15 main:574] : INFO : Epoch 1987 | loss: 0.0312129 | val_loss: 0.0312153 | Time: 3842.28 ms [2022-04-11 00:58:18 main:574] : INFO : Epoch 1988 | loss: 0.0312145 | val_loss: 0.0312148 | Time: 3855.94 ms [2022-04-11 00:58:22 main:574] : INFO : Epoch 1989 | loss: 0.0312146 | val_loss: 0.0312192 | Time: 3859.71 ms [2022-04-11 00:58:26 main:574] : INFO : Epoch 1990 | loss: 0.0312133 | val_loss: 0.0312156 | Time: 3827.76 ms [2022-04-11 00:58:30 main:574] : INFO : Epoch 1991 | loss: 0.0312117 | val_loss: 0.031215 | Time: 3767.52 ms [2022-04-11 00:58:34 main:574] : INFO : Epoch 1992 | loss: 0.0312113 | val_loss: 0.0312155 | Time: 3798.75 ms [2022-04-11 00:58:38 main:574] : INFO : Epoch 1993 | loss: 0.0312123 | val_loss: 0.0312213 | Time: 3805.45 ms [2022-04-11 00:58:41 main:574] : INFO : Epoch 1994 | loss: 0.0312141 | val_loss: 0.0312148 | Time: 3815.11 ms [2022-04-11 00:58:45 main:574] : INFO : Epoch 1995 | loss: 0.0312115 | val_loss: 0.0312154 | Time: 3758.08 ms [2022-04-11 00:58:49 main:574] : INFO : Epoch 1996 | loss: 0.0312113 | val_loss: 0.0312162 | Time: 3885.8 ms [2022-04-11 00:58:53 main:574] : INFO : Epoch 1997 | loss: 0.0312124 | val_loss: 0.0312179 | Time: 3825.35 ms [2022-04-11 00:58:57 main:574] : INFO : Epoch 1998 | loss: 0.0312113 | val_loss: 0.0312164 | Time: 3885.05 ms [2022-04-11 00:59:01 main:574] : INFO : Epoch 1999 | loss: 0.031211 | val_loss: 0.031215 | Time: 3864.1 ms [2022-04-11 00:59:04 main:574] : INFO : Epoch 2000 | loss: 0.0312108 | val_loss: 0.0312165 | Time: 3848.4 ms [2022-04-11 00:59:08 main:574] : INFO : Epoch 2001 | loss: 0.0312112 | val_loss: 0.0312156 | Time: 3893.69 ms [2022-04-11 00:59:12 main:574] : INFO : Epoch 2002 | loss: 0.0312114 | val_loss: 0.0312161 | Time: 3834.37 ms [2022-04-11 00:59:16 main:574] : INFO : Epoch 2003 | loss: 0.0312112 | val_loss: 0.0312156 | Time: 3778.89 ms [2022-04-11 00:59:20 main:574] : INFO : Epoch 2004 | loss: 0.0312128 | val_loss: 0.0312195 | Time: 3822.68 ms [2022-04-11 00:59:24 main:574] : INFO : Epoch 2005 | loss: 0.0312113 | val_loss: 0.0312151 | Time: 3825.34 ms [2022-04-11 00:59:28 main:574] : INFO : Epoch 2006 | loss: 0.0312115 | val_loss: 0.0312155 | Time: 3935.51 ms [2022-04-11 00:59:31 main:574] : INFO : Epoch 2007 | loss: 0.0312109 | val_loss: 0.0312173 | Time: 3837.69 ms [2022-04-11 00:59:35 main:574] : INFO : Epoch 2008 | loss: 0.0312122 | val_loss: 0.0312149 | Time: 3876.21 ms [2022-04-11 00:59:39 main:574] : INFO : Epoch 2009 | loss: 0.0312098 | val_loss: 0.0312154 | Time: 3841.47 ms [2022-04-11 00:59:43 main:574] : INFO : Epoch 2010 | loss: 0.0312119 | val_loss: 0.0312148 | Time: 3849.7 ms [2022-04-11 00:59:47 main:574] : INFO : Epoch 2011 | loss: 0.031211 | val_loss: 0.0312168 | Time: 3886.88 ms [2022-04-11 00:59:51 main:574] : INFO : Epoch 2012 | loss: 0.0312131 | val_loss: 0.0312159 | Time: 3791.85 ms [2022-04-11 00:59:54 main:574] : INFO : Epoch 2013 | loss: 0.0312185 | val_loss: 0.0312227 | Time: 3809.04 ms [2022-04-11 00:59:58 main:574] : INFO : Epoch 2014 | loss: 0.0312153 | val_loss: 0.0312187 | Time: 3869.8 ms [2022-04-11 01:00:02 main:574] : INFO : Epoch 2015 | loss: 0.0312111 | val_loss: 0.031218 | Time: 3852.31 ms [2022-04-11 01:00:06 main:574] : INFO : Epoch 2016 | loss: 0.0312102 | val_loss: 0.0312178 | Time: 3812.21 ms [2022-04-11 01:00:10 main:574] : INFO : Epoch 2017 | loss: 0.0312104 | val_loss: 0.0312148 | Time: 3884.16 ms [2022-04-11 01:00:14 main:574] : INFO : Epoch 2018 | loss: 0.0312106 | val_loss: 0.0312149 | Time: 3804.93 ms [2022-04-11 01:00:18 main:574] : INFO : Epoch 2019 | loss: 0.0312097 | val_loss: 0.0312141 | Time: 3838.55 ms [2022-04-11 01:00:21 main:574] : INFO : Epoch 2020 | loss: 0.03121 | val_loss: 0.0312151 | Time: 3870.2 ms [2022-04-11 01:00:25 main:574] : INFO : Epoch 2021 | loss: 0.0312099 | val_loss: 0.0312151 | Time: 3864.11 ms [2022-04-11 01:00:29 main:574] : INFO : Epoch 2022 | loss: 0.0312093 | val_loss: 0.0312145 | Time: 3870.87 ms [2022-04-11 01:00:33 main:574] : INFO : Epoch 2023 | loss: 0.0312103 | val_loss: 0.0312209 | Time: 3816.39 ms [2022-04-11 01:00:37 main:574] : INFO : Epoch 2024 | loss: 0.0312098 | val_loss: 0.0312138 | Time: 3873.85 ms [2022-04-11 01:00:41 main:574] : INFO : Epoch 2025 | loss: 0.0312095 | val_loss: 0.031216 | Time: 3813.21 ms [2022-04-11 01:00:44 main:574] : INFO : Epoch 2026 | loss: 0.0312116 | val_loss: 0.0312154 | Time: 3839.94 ms [2022-04-11 01:00:48 main:574] : INFO : Epoch 2027 | loss: 0.0312094 | val_loss: 0.0312141 | Time: 3827.94 ms [2022-04-11 01:00:52 main:574] : INFO : Epoch 2028 | loss: 0.0312078 | val_loss: 0.0312158 | Time: 3779.08 ms [2022-04-11 01:00:56 main:574] : INFO : Epoch 2029 | loss: 0.0312078 | val_loss: 0.0312134 | Time: 3902.74 ms [2022-04-11 01:01:00 main:574] : INFO : Epoch 2030 | loss: 0.0312083 | val_loss: 0.0312146 | Time: 3885.11 ms [2022-04-11 01:01:04 main:574] : INFO : Epoch 2031 | loss: 0.0312101 | val_loss: 0.0312144 | Time: 3825.62 ms [2022-04-11 01:01:08 main:574] : INFO : Epoch 2032 | loss: 0.0312111 | val_loss: 0.0312168 | Time: 3848.04 ms [2022-04-11 01:01:11 main:574] : INFO : Epoch 2033 | loss: 0.0312107 | val_loss: 0.031214 | Time: 3847.42 ms [2022-04-11 01:01:15 main:574] : INFO : Epoch 2034 | loss: 0.0312095 | val_loss: 0.0312147 | Time: 3837.25 ms [2022-04-11 01:01:19 main:574] : INFO : Epoch 2035 | loss: 0.0312079 | val_loss: 0.0312146 | Time: 3839.25 ms [2022-04-11 01:01:23 main:574] : INFO : Epoch 2036 | loss: 0.0312085 | val_loss: 0.0312142 | Time: 3808.81 ms [2022-04-11 01:01:27 main:574] : INFO : Epoch 2037 | loss: 0.0312075 | val_loss: 0.0312147 | Time: 3863.96 ms [2022-04-11 01:01:31 main:574] : INFO : Epoch 2038 | loss: 0.0312071 | val_loss: 0.031214 | Time: 3821.47 ms [2022-04-11 01:01:34 main:574] : INFO : Epoch 2039 | loss: 0.0312071 | val_loss: 0.0312163 | Time: 3788.59 ms [2022-04-11 01:01:38 main:574] : INFO : Epoch 2040 | loss: 0.0312072 | val_loss: 0.0312139 | Time: 3862.23 ms [2022-04-11 01:01:42 main:574] : INFO : Epoch 2041 | loss: 0.0312074 | val_loss: 0.0312135 | Time: 3811.72 ms [2022-04-11 01:01:46 main:574] : INFO : Epoch 2042 | loss: 0.0312108 | val_loss: 0.0312152 | Time: 3839.49 ms [2022-04-11 01:01:50 main:574] : INFO : Epoch 2043 | loss: 0.0312074 | val_loss: 0.0312166 | Time: 3776.44 ms [2022-04-11 01:01:54 main:574] : INFO : Epoch 2044 | loss: 0.0312084 | val_loss: 0.0312201 | Time: 3847.23 ms [2022-04-11 01:01:57 main:574] : INFO : Epoch 2045 | loss: 0.0312077 | val_loss: 0.0312156 | Time: 3858.53 ms [2022-04-11 01:02:01 main:574] : INFO : Epoch 2046 | loss: 0.0312075 | val_loss: 0.031214 | Time: 3860.34 ms [2022-04-11 01:02:05 main:574] : INFO : Epoch 2047 | loss: 0.0312067 | val_loss: 0.0312137 | Time: 3869.96 ms [2022-04-11 01:02:09 main:574] : INFO : Epoch 2048 | loss: 0.0312073 | val_loss: 0.0312245 | Time: 3868.95 ms [2022-04-11 01:02:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312245 [2022-04-11 01:02:09 main:603] : INFO : Saving end state to config to file [2022-04-11 01:02:09 main:608] : INFO : Success, exiting.. 01:02:09 (9184): 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)