Task 13801212
| Name | ParityModified-1647040789-2250-2-0_0 |
| Workunit | 10884794 |
| Created | 26 Mar 2022, 13:18:45 UTC |
| Sent | 1 Apr 2022, 7:19:09 UTC |
| Report deadline | 9 Apr 2022, 7:19:09 UTC |
| Received | 1 Apr 2022, 14:41:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8864 |
| Run time | 1 hours 58 min 27 sec |
| CPU time | 1 hours 55 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,495.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ataset [2022-04-01 15:50:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-01 15:50:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-01 15:50:37 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-01 15:50:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-01 15:50:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-01 15:50:37 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-01 15:50:37 main:494] : INFO : Creating Model [2022-04-01 15:50:37 main:507] : INFO : Preparing config file [2022-04-01 15:50:37 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-01 15:50:37 main:512] : INFO : Loading config [2022-04-01 15:50:37 main:514] : INFO : Loading state [2022-04-01 15:50:40 main:559] : INFO : Loading DataLoader into Memory [2022-04-01 15:50:41 main:562] : INFO : Starting Training [2022-04-01 15:50:45 main:574] : INFO : Epoch 1552 | loss: 0.0312573 | val_loss: 0.0311838 | Time: 4885.4 ms [2022-04-01 15:50:49 main:574] : INFO : Epoch 1553 | loss: 0.0311456 | val_loss: 0.0311604 | Time: 3766.45 ms [2022-04-01 15:50:53 main:574] : INFO : Epoch 1554 | loss: 0.0311309 | val_loss: 0.0311572 | Time: 3777.97 ms [2022-04-01 15:50:57 main:574] : INFO : Epoch 1555 | loss: 0.0311264 | val_loss: 0.0311606 | Time: 3773.88 ms [2022-04-01 15:51:00 main:574] : INFO : Epoch 1556 | loss: 0.0311236 | val_loss: 0.0311556 | Time: 3757.73 ms [2022-04-01 15:51:04 main:574] : INFO : Epoch 1557 | loss: 0.0311236 | val_loss: 0.0311568 | Time: 3753.36 ms [2022-04-01 15:51:08 main:574] : INFO : Epoch 1558 | loss: 0.0311264 | val_loss: 0.0311543 | Time: 3771.9 ms [2022-04-01 15:51:12 main:574] : INFO : Epoch 1559 | loss: 0.0311237 | val_loss: 0.0311575 | Time: 3784.63 ms [2022-04-01 15:51:16 main:574] : INFO : Epoch 1560 | loss: 0.0311233 | val_loss: 0.031152 | Time: 3775.84 ms [2022-04-01 15:51:19 main:574] : INFO : Epoch 1561 | loss: 0.031121 | val_loss: 0.0311551 | Time: 3793.08 ms [2022-04-01 15:51:23 main:574] : INFO : Epoch 1562 | loss: 0.0311217 | val_loss: 0.0311629 | Time: 3847.5 ms [2022-04-01 15:51:27 main:574] : INFO : Epoch 1563 | loss: 0.0311239 | val_loss: 0.0311554 | Time: 3780.85 ms [2022-04-01 15:51:31 main:574] : INFO : Epoch 1564 | loss: 0.0311255 | val_loss: 0.0311619 | Time: 3787.04 ms [2022-04-01 15:51:35 main:574] : INFO : Epoch 1565 | loss: 0.031124 | val_loss: 0.0311641 | Time: 3767.07 ms [2022-04-01 15:51:38 main:574] : INFO : Epoch 1566 | loss: 0.0311229 | val_loss: 0.0311591 | Time: 3763.18 ms [2022-04-01 15:51:42 main:574] : INFO : Epoch 1567 | loss: 0.0311199 | val_loss: 0.031159 | Time: 3949.66 ms [2022-04-01 15:51:46 main:574] : INFO : Epoch 1568 | loss: 0.031118 | val_loss: 0.0311581 | Time: 3775.15 ms [2022-04-01 15:51:50 main:574] : INFO : Epoch 1569 | loss: 0.0311184 | val_loss: 0.0311541 | Time: 3787.68 ms [2022-04-01 15:51:54 main:574] : INFO : Epoch 1570 | loss: 0.0311197 | val_loss: 0.0311634 | Time: 3798.66 ms [2022-04-01 15:51:58 main:574] : INFO : Epoch 1571 | loss: 0.0311228 | val_loss: 0.0311573 | Time: 3816.4 ms [2022-04-01 15:52:01 main:574] : INFO : Epoch 1572 | loss: 0.0311238 | val_loss: 0.0311605 | Time: 3793.32 ms [2022-04-01 15:52:05 main:574] : INFO : Epoch 1573 | loss: 0.0311253 | val_loss: 0.0311554 | Time: 3803.96 ms [2022-04-01 15:52:09 main:574] : INFO : Epoch 1574 | loss: 0.0311296 | val_loss: 0.0311658 | Time: 3783.38 ms [2022-04-01 15:52:13 main:574] : INFO : Epoch 1575 | loss: 0.0311305 | val_loss: 0.0311624 | Time: 3800.69 ms [2022-04-01 15:52:17 main:574] : INFO : Epoch 1576 | loss: 0.0311278 | val_loss: 0.0311551 | Time: 3829.17 ms [2022-04-01 15:52:20 main:574] : INFO : Epoch 1577 | loss: 0.0311243 | val_loss: 0.0311548 | Time: 3805.2 ms [2022-04-01 15:52:24 main:574] : INFO : Epoch 1578 | loss: 0.0311219 | val_loss: 0.0311532 | Time: 3797.7 ms [2022-04-01 15:52:28 main:574] : INFO : Epoch 1579 | loss: 0.0311228 | val_loss: 0.0311564 | Time: 3768.39 ms [2022-04-01 15:52:32 main:574] : INFO : Epoch 1580 | loss: 0.0311207 | val_loss: 0.0311563 | Time: 3765.16 ms [2022-04-01 15:52:36 main:574] : INFO : Epoch 1581 | loss: 0.0311198 | val_loss: 0.0311531 | Time: 3772.7 ms [2022-04-01 15:52:39 main:574] : INFO : Epoch 1582 | loss: 0.0311235 | val_loss: 0.0311552 | Time: 3794.86 ms [2022-04-01 15:52:43 main:574] : INFO : Epoch 1583 | loss: 0.0311368 | val_loss: 0.0311519 | Time: 3784.13 ms [2022-04-01 15:52:47 main:574] : INFO : Epoch 1584 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 3797.72 ms [2022-04-01 15:52:51 main:574] : INFO : Epoch 1585 | loss: 0.0311307 | val_loss: 0.0311622 | Time: 3770.63 ms [2022-04-01 15:52:55 main:574] : INFO : Epoch 1586 | loss: 0.0311281 | val_loss: 0.0311556 | Time: 3800.85 ms [2022-04-01 15:52:58 main:574] : INFO : Epoch 1587 | loss: 0.0311242 | val_loss: 0.0311598 | Time: 3776.6 ms [2022-04-01 15:53:02 main:574] : INFO : Epoch 1588 | loss: 0.0311241 | val_loss: 0.031166 | Time: 3793.28 ms [2022-04-01 15:53:06 main:574] : INFO : Epoch 1589 | loss: 0.0311233 | val_loss: 0.0311593 | Time: 3824.56 ms [2022-04-01 15:53:10 main:574] : INFO : Epoch 1590 | loss: 0.0311211 | val_loss: 0.031159 | Time: 3847.11 ms [2022-04-01 15:53:14 main:574] : INFO : Epoch 1591 | loss: 0.0311199 | val_loss: 0.0311559 | Time: 3757.65 ms [2022-04-01 15:53:17 main:574] : INFO : Epoch 1592 | loss: 0.0311212 | val_loss: 0.0311586 | Time: 3779.87 ms [2022-04-01 15:53:21 main:574] : INFO : Epoch 1593 | loss: 0.0311246 | val_loss: 0.0311618 | Time: 3793.7 ms [2022-04-01 15:53:25 main:574] : INFO : Epoch 1594 | loss: 0.0311224 | val_loss: 0.0311601 | Time: 3812.5 ms [2022-04-01 15:53:29 main:574] : INFO : Epoch 1595 | loss: 0.0311177 | val_loss: 0.0311584 | Time: 3830.64 ms [2022-04-01 15:53:33 main:574] : INFO : Epoch 1596 | loss: 0.0311185 | val_loss: 0.031161 | Time: 3796.55 ms [2022-04-01 15:53:36 main:574] : INFO : Epoch 1597 | loss: 0.031121 | val_loss: 0.031154 | Time: 3799.67 ms [2022-04-01 15:53:40 main:574] : INFO : Epoch 1598 | loss: 0.0311249 | val_loss: 0.0311564 | Time: 3789.87 ms [2022-04-01 15:53:44 main:574] : INFO : Epoch 1599 | loss: 0.0311228 | val_loss: 0.0311578 | Time: 3802.14 ms [2022-04-01 15:53:48 main:574] : INFO : Epoch 1600 | loss: 0.0311194 | val_loss: 0.0311589 | Time: 3819.5 ms [2022-04-01 15:53:52 main:574] : INFO : Epoch 1601 | loss: 0.0311241 | val_loss: 0.0311612 | Time: 3816.67 ms [2022-04-01 15:53:56 main:574] : INFO : Epoch 1602 | loss: 0.0311258 | val_loss: 0.0311601 | Time: 3820.6 ms [2022-04-01 15:53:59 main:574] : INFO : Epoch 1603 | loss: 0.0311248 | val_loss: 0.0311595 | Time: 3811.65 ms [2022-04-01 15:54:03 main:574] : INFO : Epoch 1604 | loss: 0.0311204 | val_loss: 0.0311537 | Time: 3792.31 ms [2022-04-01 15:54:07 main:574] : INFO : Epoch 1605 | loss: 0.0311222 | val_loss: 0.0311584 | Time: 3794.63 ms [2022-04-01 15:54:11 main:574] : INFO : Epoch 1606 | loss: 0.0311204 | val_loss: 0.0311612 | Time: 3797.12 ms [2022-04-01 15:54:15 main:574] : INFO : Epoch 1607 | loss: 0.0311218 | val_loss: 0.031157 | Time: 3788.84 ms [2022-04-01 15:54:18 main:574] : INFO : Epoch 1608 | loss: 0.0311253 | val_loss: 0.0311582 | Time: 3814.16 ms [2022-04-01 15:54:22 main:574] : INFO : Epoch 1609 | loss: 0.0311286 | val_loss: 0.0311553 | Time: 3819.36 ms [2022-04-01 15:54:26 main:574] : INFO : Epoch 1610 | loss: 0.031123 | val_loss: 0.0311562 | Time: 3795.03 ms [2022-04-01 15:54:30 main:574] : INFO : Epoch 1611 | loss: 0.0311189 | val_loss: 0.0311561 | Time: 3803.61 ms [2022-04-01 15:54:34 main:574] : INFO : Epoch 1612 | loss: 0.0311193 | val_loss: 0.0311594 | Time: 3792.52 ms [2022-04-01 15:54:37 main:574] : INFO : Epoch 1613 | loss: 0.0311242 | val_loss: 0.0311578 | Time: 3802.91 ms [2022-04-01 15:54:41 main:574] : INFO : Epoch 1614 | loss: 0.0311238 | val_loss: 0.0311575 | Time: 3809.53 ms [2022-04-01 15:54:45 main:574] : INFO : Epoch 1615 | loss: 0.0311233 | val_loss: 0.0311535 | Time: 3831.79 ms [2022-04-01 15:54:49 main:574] : INFO : Epoch 1616 | loss: 0.0311202 | val_loss: 0.0311544 | Time: 3837.91 ms [2022-04-01 15:54:53 main:574] : INFO : Epoch 1617 | loss: 0.0311193 | val_loss: 0.0311501 | Time: 3816.53 ms [2022-04-01 15:54:57 main:574] : INFO : Epoch 1618 | loss: 0.0311186 | val_loss: 0.0311577 | Time: 3825.92 ms [2022-04-01 15:55:00 main:574] : INFO : Epoch 1619 | loss: 0.0311219 | val_loss: 0.0311559 | Time: 3811.07 ms [2022-04-01 15:55:04 main:574] : INFO : Epoch 1620 | loss: 0.0311271 | val_loss: 0.0311554 | Time: 3817.97 ms [2022-04-01 15:55:08 main:574] : INFO : Epoch 1621 | loss: 0.0311249 | val_loss: 0.0311617 | Time: 3831.11 ms [2022-04-01 15:55:12 main:574] : INFO : Epoch 1622 | loss: 0.0311219 | val_loss: 0.0311534 | Time: 3821.18 ms [2022-04-01 15:55:16 main:574] : INFO : Epoch 1623 | loss: 0.0311202 | val_loss: 0.0311607 | Time: 3823.04 ms [2022-04-01 15:55:20 main:574] : INFO : Epoch 1624 | loss: 0.0311196 | val_loss: 0.0311561 | Time: 3815.64 ms [2022-04-01 15:55:23 main:574] : INFO : Epoch 1625 | loss: 0.0311193 | val_loss: 0.0311592 | Time: 3831.47 ms [2022-04-01 15:55:27 main:574] : INFO : Epoch 1626 | loss: 0.0311173 | val_loss: 0.0311629 | Time: 3800.94 ms [2022-04-01 15:55:31 main:574] : INFO : Epoch 1627 | loss: 0.0311186 | val_loss: 0.031154 | Time: 3850.67 ms [2022-04-01 15:55:35 main:574] : INFO : Epoch 1628 | loss: 0.031121 | val_loss: 0.0311599 | Time: 3814.58 ms [2022-04-01 15:55:39 main:574] : INFO : Epoch 1629 | loss: 0.0311197 | val_loss: 0.0311564 | Time: 3801 ms [2022-04-01 15:55:43 main:574] : INFO : Epoch 1630 | loss: 0.0311283 | val_loss: 0.0311519 | Time: 3803.21 ms [2022-04-01 15:55:46 main:574] : INFO : Epoch 1631 | loss: 0.031124 | val_loss: 0.0311543 | Time: 3785.3 ms [2022-04-01 15:55:50 main:574] : INFO : Epoch 1632 | loss: 0.0311219 | val_loss: 0.0311535 | Time: 3765.5 ms [2022-04-01 15:55:54 main:574] : INFO : Epoch 1633 | loss: 0.0311201 | val_loss: 0.0311523 | Time: 3771.03 ms [2022-04-01 15:55:58 main:574] : INFO : Epoch 1634 | loss: 0.0311181 | val_loss: 0.0311559 | Time: 3781.71 ms [2022-04-01 15:56:01 main:574] : INFO : Epoch 1635 | loss: 0.031117 | val_loss: 0.0311525 | Time: 3778.32 ms [2022-04-01 15:56:05 main:574] : INFO : Epoch 1636 | loss: 0.0311205 | val_loss: 0.0311516 | Time: 3780.28 ms [2022-04-01 15:56:09 main:574] : INFO : Epoch 1637 | loss: 0.0311193 | val_loss: 0.031154 | Time: 3780.14 ms [2022-04-01 15:56:13 main:574] : INFO : Epoch 1638 | loss: 0.0311161 | val_loss: 0.0311542 | Time: 3780.66 ms [2022-04-01 15:56:17 main:574] : INFO : Epoch 1639 | loss: 0.0311162 | val_loss: 0.0311542 | Time: 3787.33 ms [2022-04-01 15:56:20 main:574] : INFO : Epoch 1640 | loss: 0.0311154 | val_loss: 0.0311528 | Time: 3768.55 ms [2022-04-01 15:56:24 main:574] : INFO : Epoch 1641 | loss: 0.0311158 | val_loss: 0.0311559 | Time: 3777.89 ms [2022-04-01 15:56:28 main:574] : INFO : Epoch 1642 | loss: 0.0311157 | val_loss: 0.0311579 | Time: 3780.62 ms [2022-04-01 15:56:32 main:574] : INFO : Epoch 1643 | loss: 0.0311147 | val_loss: 0.0311557 | Time: 3822.42 ms [2022-04-01 15:56:36 main:574] : INFO : Epoch 1644 | loss: 0.0311146 | val_loss: 0.0311513 | Time: 3808.1 ms [2022-04-01 15:56:39 main:574] : INFO : Epoch 1645 | loss: 0.0311144 | val_loss: 0.0311584 | Time: 3786.43 ms [2022-04-01 15:56:43 main:574] : INFO : Epoch 1646 | loss: 0.0311135 | val_loss: 0.0311546 | Time: 3785.91 ms [2022-04-01 15:56:47 main:574] : INFO : Epoch 1647 | loss: 0.0311159 | val_loss: 0.0311483 | Time: 3818.16 ms [2022-04-01 15:56:51 main:574] : INFO : Epoch 1648 | loss: 0.0311183 | val_loss: 0.0311575 | Time: 3839.52 ms [2022-04-01 15:56:55 main:574] : INFO : Epoch 1649 | loss: 0.0311197 | val_loss: 0.0311542 | Time: 3829.39 ms [2022-04-01 15:56:59 main:574] : INFO : Epoch 1650 | loss: 0.0311178 | val_loss: 0.0311537 | Time: 3782.23 ms [2022-04-01 15:57:02 main:574] : INFO : Epoch 1651 | loss: 0.0311156 | val_loss: 0.0311568 | Time: 3818 ms [2022-04-01 15:57:06 main:574] : INFO : Epoch 1652 | loss: 0.0311199 | val_loss: 0.03116 | Time: 3802.47 ms [2022-04-01 15:57:10 main:574] : INFO : Epoch 1653 | loss: 0.0311211 | val_loss: 0.0311492 | Time: 3821.63 ms [2022-04-01 15:57:14 main:574] : INFO : Epoch 1654 | loss: 0.0311191 | val_loss: 0.0311657 | Time: 3827.46 ms [2022-04-01 15:57:18 main:574] : INFO : Epoch 1655 | loss: 0.031119 | val_loss: 0.0311566 | Time: 3804.46 ms [2022-04-01 15:57:22 main:574] : INFO : Epoch 1656 | loss: 0.0311161 | val_loss: 0.0311566 | Time: 3811.46 ms [2022-04-01 15:57:25 main:574] : INFO : Epoch 1657 | loss: 0.0311179 | val_loss: 0.0311526 | Time: 3819.41 ms [2022-04-01 15:57:29 main:574] : INFO : Epoch 1658 | loss: 0.0311156 | val_loss: 0.0311516 | Time: 3886.97 ms [2022-04-01 15:57:34 main:574] : INFO : Epoch 1659 | loss: 0.0311134 | val_loss: 0.0311531 | Time: 4445.02 ms [2022-04-01 15:57:38 main:574] : INFO : Epoch 1660 | loss: 0.0311131 | val_loss: 0.031159 | Time: 3812.89 ms [2022-04-01 15:57:41 main:574] : INFO : Epoch 1661 | loss: 0.0311142 | val_loss: 0.0311586 | Time: 3833.23 ms [2022-04-01 15:57:45 main:574] : INFO : Epoch 1662 | loss: 0.0311122 | val_loss: 0.0311528 | Time: 3811.84 ms [2022-04-01 15:57:49 main:574] : INFO : Epoch 1663 | loss: 0.0311124 | val_loss: 0.0311562 | Time: 3801.2 ms [2022-04-01 15:57:53 main:574] : INFO : Epoch 1664 | loss: 0.0311137 | val_loss: 0.0311546 | Time: 3816.26 ms [2022-04-01 15:57:57 main:574] : INFO : Epoch 1665 | loss: 0.031116 | val_loss: 0.0311565 | Time: 3855.33 ms [2022-04-01 15:58:01 main:574] : INFO : Epoch 1666 | loss: 0.0311164 | val_loss: 0.0311522 | Time: 3826.52 ms [2022-04-01 15:58:04 main:574] : INFO : Epoch 1667 | loss: 0.0311142 | val_loss: 0.0311574 | Time: 3800.52 ms [2022-04-01 15:58:08 main:574] : INFO : Epoch 1668 | loss: 0.0311151 | val_loss: 0.0311514 | Time: 3802.98 ms [2022-04-01 15:58:12 main:574] : INFO : Epoch 1669 | loss: 0.0311174 | val_loss: 0.0311569 | Time: 3798.37 ms [2022-04-01 15:58:16 main:574] : INFO : Epoch 1670 | loss: 0.03112 | val_loss: 0.0311561 | Time: 3802.51 ms [2022-04-01 15:58:20 main:574] : INFO : Epoch 1671 | loss: 0.0311194 | val_loss: 0.0311584 | Time: 3805.33 ms [2022-04-01 15:58:23 main:574] : INFO : Epoch 1672 | loss: 0.0311186 | val_loss: 0.0311559 | Time: 3822.19 ms [2022-04-01 15:58:27 main:574] : INFO : Epoch 1673 | loss: 0.0311167 | val_loss: 0.0311577 | Time: 3775.68 ms [2022-04-01 15:58:31 main:574] : INFO : Epoch 1674 | loss: 0.0311178 | val_loss: 0.0311579 | Time: 3793.11 ms [2022-04-01 15:58:35 main:574] : INFO : Epoch 1675 | loss: 0.0311317 | val_loss: 0.0311572 | Time: 3769.87 ms [2022-04-01 15:58:39 main:574] : INFO : Epoch 1676 | loss: 0.0311252 | val_loss: 0.0311894 | Time: 3816.47 ms [2022-04-01 15:58:42 main:574] : INFO : Epoch 1677 | loss: 0.0311253 | val_loss: 0.0311577 | Time: 3789.59 ms [2022-04-01 15:58:46 main:574] : INFO : Epoch 1678 | loss: 0.0311288 | val_loss: 0.0311508 | Time: 3835.53 ms [2022-04-01 15:58:50 main:574] : INFO : Epoch 1679 | loss: 0.0311325 | val_loss: 0.0311646 | Time: 3832.76 ms [2022-04-01 15:58:54 main:574] : INFO : Epoch 1680 | loss: 0.0311311 | val_loss: 0.0311556 | Time: 3812.08 ms [2022-04-01 15:58:58 main:574] : INFO : Epoch 1681 | loss: 0.0311324 | val_loss: 0.0311555 | Time: 3795.75 ms [2022-04-01 15:59:02 main:574] : INFO : Epoch 1682 | loss: 0.0311367 | val_loss: 0.0311534 | Time: 3907.6 ms [2022-04-01 15:59:05 main:574] : INFO : Epoch 1683 | loss: 0.0311321 | val_loss: 0.0311505 | Time: 3813.39 ms [2022-04-01 15:59:09 main:574] : INFO : Epoch 1684 | loss: 0.031127 | val_loss: 0.03115 | Time: 3953.27 ms [2022-04-01 15:59:13 main:574] : INFO : Epoch 1685 | loss: 0.0311233 | val_loss: 0.0311509 | Time: 3819.96 ms [2022-04-01 15:59:17 main:574] : INFO : Epoch 1686 | loss: 0.0311223 | val_loss: 0.0311499 | Time: 3818.77 ms [2022-04-01 15:59:21 main:574] : INFO : Epoch 1687 | loss: 0.0311226 | val_loss: 0.0311486 | Time: 3832.25 ms [2022-04-01 15:59:25 main:574] : INFO : Epoch 1688 | loss: 0.0311217 | val_loss: 0.0311507 | Time: 3936.39 ms [2022-04-01 15:59:29 main:574] : INFO : Epoch 1689 | loss: 0.0311211 | val_loss: 0.031159 | Time: 3863.85 ms [2022-04-01 15:59:33 main:574] : INFO : Epoch 1690 | loss: 0.0311203 | val_loss: 0.0311522 | Time: 3815.99 ms [2022-04-01 15:59:36 main:574] : INFO : Epoch 1691 | loss: 0.0311171 | val_loss: 0.0311537 | Time: 3834.69 ms [2022-04-01 15:59:40 main:574] : INFO : Epoch 1692 | loss: 0.0311157 | val_loss: 0.031153 | Time: 3836.72 ms [2022-04-01 15:59:44 main:574] : INFO : Epoch 1693 | loss: 0.0311161 | val_loss: 0.0311521 | Time: 3815.99 ms [2022-04-01 15:59:48 main:574] : INFO : Epoch 1694 | loss: 0.0311155 | val_loss: 0.0311514 | Time: 3794.62 ms [2022-04-01 15:59:52 main:574] : INFO : Epoch 1695 | loss: 0.031116 | val_loss: 0.0311527 | Time: 3804.13 ms [2022-04-01 15:59:56 main:574] : INFO : Epoch 1696 | loss: 0.0311156 | val_loss: 0.0311538 | Time: 3809.92 ms [2022-04-01 15:59:59 main:574] : INFO : Epoch 1697 | loss: 0.0311161 | val_loss: 0.0311533 | Time: 3782.61 ms [2022-04-01 16:00:03 main:574] : INFO : Epoch 1698 | loss: 0.0311155 | val_loss: 0.0311532 | Time: 3788.1 ms [2022-04-01 16:00:07 main:574] : INFO : Epoch 1699 | loss: 0.0311155 | val_loss: 0.0311568 | Time: 3785.9 ms [2022-04-01 16:00:11 main:574] : INFO : Epoch 1700 | loss: 0.0311177 | val_loss: 0.0311521 | Time: 3772.33 ms [2022-04-01 16:00:14 main:574] : INFO : Epoch 1701 | loss: 0.0311149 | val_loss: 0.0311551 | Time: 3773.83 ms [2022-04-01 16:00:18 main:574] : INFO : Epoch 1702 | loss: 0.0311179 | val_loss: 0.0311504 | Time: 3736.02 ms [2022-04-01 16:00:22 main:574] : INFO : Epoch 1703 | loss: 0.0311181 | val_loss: 0.0311543 | Time: 3749.11 ms [2022-04-01 16:00:26 main:574] : INFO : Epoch 1704 | loss: 0.0311173 | val_loss: 0.031157 | Time: 3819.25 ms [2022-04-01 16:00:30 main:574] : INFO : Epoch 1705 | loss: 0.0311154 | val_loss: 0.0311534 | Time: 3776.8 ms [2022-04-01 16:00:33 main:574] : INFO : Epoch 1706 | loss: 0.0311139 | val_loss: 0.031158 | Time: 3797.3 ms [2022-04-01 16:00:37 main:574] : INFO : Epoch 1707 | loss: 0.0311166 | val_loss: 0.0311689 | Time: 3800.72 ms [2022-04-01 16:00:41 main:574] : INFO : Epoch 1708 | loss: 0.0311205 | val_loss: 0.0311541 | Time: 3794.62 ms [2022-04-01 16:00:45 main:574] : INFO : Epoch 1709 | loss: 0.0311166 | val_loss: 0.031151 | Time: 3803.78 ms [2022-04-01 16:00:49 main:574] : INFO : Epoch 1710 | loss: 0.0311169 | val_loss: 0.0311662 | Time: 3864.14 ms [2022-04-01 16:00:52 main:574] : INFO : Epoch 1711 | loss: 0.0311182 | val_loss: 0.0311502 | Time: 3789.38 ms [2022-04-01 16:00:56 main:574] : INFO : Epoch 1712 | loss: 0.0311184 | val_loss: 0.0311576 | Time: 3811.83 ms [2022-04-01 16:01:00 main:574] : INFO : Epoch 1713 | loss: 0.0311198 | val_loss: 0.0311586 | Time: 3798.46 ms [2022-04-01 16:01:04 main:574] : INFO : Epoch 1714 | loss: 0.0311161 | val_loss: 0.0311506 | Time: 3809.98 ms [2022-04-01 16:01:08 main:574] : INFO : Epoch 1715 | loss: 0.0311127 | val_loss: 0.0311571 | Time: 3812.22 ms [2022-04-01 16:01:12 main:574] : INFO : Epoch 1716 | loss: 0.0311136 | val_loss: 0.0311567 | Time: 3826.78 ms [2022-04-01 16:01:15 main:574] : INFO : Epoch 1717 | loss: 0.0311136 | val_loss: 0.0311577 | Time: 3824.35 ms [2022-04-01 16:01:19 main:574] : INFO : Epoch 1718 | loss: 0.0311111 | val_loss: 0.031152 | Time: 3793.3 ms [2022-04-01 16:01:23 main:574] : INFO : Epoch 1719 | loss: 0.0311115 | val_loss: 0.031157 | Time: 3808.74 ms [2022-04-01 16:01:27 main:574] : INFO : Epoch 1720 | loss: 0.0311106 | val_loss: 0.0311577 | Time: 3807.6 ms [2022-04-01 16:01:31 main:574] : INFO : Epoch 1721 | loss: 0.0311105 | val_loss: 0.0311553 | Time: 3804.98 ms [2022-04-01 16:01:34 main:574] : INFO : Epoch 1722 | loss: 0.0311103 | val_loss: 0.031158 | Time: 3773.12 ms [2022-04-01 16:01:38 main:574] : INFO : Epoch 1723 | loss: 0.0311088 | val_loss: 0.0311518 | Time: 3764.61 ms [2022-04-01 16:01:42 main:574] : INFO : Epoch 1724 | loss: 0.0311109 | val_loss: 0.0311549 | Time: 3758.27 ms [2022-04-01 16:01:46 main:574] : INFO : Epoch 1725 | loss: 0.0311095 | val_loss: 0.0311551 | Time: 3746.85 ms [2022-04-01 16:01:50 main:574] : INFO : Epoch 1726 | loss: 0.0311098 | val_loss: 0.0311551 | Time: 3757.24 ms [2022-04-01 16:01:53 main:574] : INFO : Epoch 1727 | loss: 0.0311121 | val_loss: 0.031155 | Time: 3749.66 ms [2022-04-01 16:01:57 main:574] : INFO : Epoch 1728 | loss: 0.0311184 | val_loss: 0.0311525 | Time: 3755.07 ms [2022-04-01 16:02:01 main:574] : INFO : Epoch 1729 | loss: 0.0311153 | val_loss: 0.0311523 | Time: 3756.52 ms [2022-04-01 16:02:05 main:574] : INFO : Epoch 1730 | loss: 0.0311137 | val_loss: 0.0311524 | Time: 3750.76 ms [2022-04-01 16:02:08 main:574] : INFO : Epoch 1731 | loss: 0.031114 | val_loss: 0.0311544 | Time: 3752.14 ms [2022-04-01 16:02:12 main:574] : INFO : Epoch 1732 | loss: 0.0311134 | val_loss: 0.0311575 | Time: 3742.31 ms [2022-04-01 16:02:16 main:574] : INFO : Epoch 1733 | loss: 0.0311143 | val_loss: 0.0311591 | Time: 3754.68 ms [2022-04-01 16:02:20 main:574] : INFO : Epoch 1734 | loss: 0.0311128 | val_loss: 0.0311533 | Time: 3729.66 ms [2022-04-01 16:02:23 main:574] : INFO : Epoch 1735 | loss: 0.0311113 | val_loss: 0.0311552 | Time: 3736.86 ms [2022-04-01 16:02:27 main:574] : INFO : Epoch 1736 | loss: 0.0311111 | val_loss: 0.0311615 | Time: 3742.98 ms [2022-04-01 16:02:31 main:574] : INFO : Epoch 1737 | loss: 0.0311124 | val_loss: 0.0311594 | Time: 3743.89 ms [2022-04-01 16:02:35 main:574] : INFO : Epoch 1738 | loss: 0.0311115 | val_loss: 0.031163 | Time: 3753.06 ms [2022-04-01 16:02:38 main:574] : INFO : Epoch 1739 | loss: 0.0311126 | val_loss: 0.0311536 | Time: 3762.69 ms [2022-04-01 16:02:42 main:574] : INFO : Epoch 1740 | loss: 0.0311093 | val_loss: 0.0311613 | Time: 3753.66 ms [2022-04-01 16:02:46 main:574] : INFO : Epoch 1741 | loss: 0.0311111 | val_loss: 0.0311585 | Time: 3760.21 ms [2022-04-01 16:02:50 main:574] : INFO : Epoch 1742 | loss: 0.0311128 | val_loss: 0.0311518 | Time: 3827 ms [2022-04-01 16:02:54 main:574] : INFO : Epoch 1743 | loss: 0.0311127 | val_loss: 0.0311529 | Time: 3748.08 ms [2022-04-01 16:02:57 main:574] : INFO : Epoch 1744 | loss: 0.0311116 | val_loss: 0.0311519 | Time: 3786.14 ms [2022-04-01 16:03:01 main:574] : INFO : Epoch 1745 | loss: 0.0311096 | val_loss: 0.0311572 | Time: 3765.74 ms [2022-04-01 16:03:05 main:574] : INFO : Epoch 1746 | loss: 0.0311124 | val_loss: 0.0311562 | Time: 3750.15 ms [2022-04-01 16:03:09 main:574] : INFO : Epoch 1747 | loss: 0.0311107 | val_loss: 0.0311588 | Time: 3739.67 ms [2022-04-01 16:03:12 main:574] : INFO : Epoch 1748 | loss: 0.0311136 | val_loss: 0.0311527 | Time: 3747.44 ms [2022-04-01 16:03:16 main:574] : INFO : Epoch 1749 | loss: 0.0311139 | val_loss: 0.0311531 | Time: 3718.83 ms [2022-04-01 16:03:20 main:574] : INFO : Epoch 1750 | loss: 0.031113 | val_loss: 0.0311596 | Time: 3730.93 ms [2022-04-01 16:03:24 main:574] : INFO : Epoch 1751 | loss: 0.0311117 | val_loss: 0.0311567 | Time: 3753.19 ms [2022-04-01 16:03:27 main:574] : INFO : Epoch 1752 | loss: 0.0311128 | val_loss: 0.0311582 | Time: 3750.43 ms [2022-04-01 16:03:31 main:574] : INFO : Epoch 1753 | loss: 0.0311123 | val_loss: 0.0311557 | Time: 3770.01 ms [2022-04-01 16:03:35 main:574] : INFO : Epoch 1754 | loss: 0.0311197 | val_loss: 0.0311554 | Time: 3753.37 ms [2022-04-01 16:03:39 main:574] : INFO : Epoch 1755 | loss: 0.0311165 | val_loss: 0.0311618 | Time: 3756.46 ms [2022-04-01 16:03:42 main:574] : INFO : Epoch 1756 | loss: 0.0311159 | val_loss: 0.0311562 | Time: 3737.35 ms [2022-04-01 16:03:46 main:574] : INFO : Epoch 1757 | loss: 0.0311161 | val_loss: 0.0311539 | Time: 3745.38 ms [2022-04-01 16:03:50 main:574] : INFO : Epoch 1758 | loss: 0.0311138 | val_loss: 0.03116 | Time: 3752.1 ms [2022-04-01 16:03:54 main:574] : INFO : Epoch 1759 | loss: 0.0311142 | val_loss: 0.0311539 | Time: 3755.6 ms [2022-04-01 16:03:57 main:574] : INFO : Epoch 1760 | loss: 0.0311128 | val_loss: 0.0311603 | Time: 3774.37 ms [2022-04-01 16:04:01 main:574] : INFO : Epoch 1761 | loss: 0.0311128 | val_loss: 0.0311582 | Time: 3750.32 ms [2022-04-01 16:04:05 main:574] : INFO : Epoch 1762 | loss: 0.0311105 | val_loss: 0.0311553 | Time: 3744.14 ms [2022-04-01 16:04:09 main:574] : INFO : Epoch 1763 | loss: 0.0311086 | val_loss: 0.0311525 | Time: 3754.35 ms [2022-04-01 16:04:12 main:574] : INFO : Epoch 1764 | loss: 0.0311081 | val_loss: 0.0311507 | Time: 3757.27 ms [2022-04-01 16:04:16 main:574] : INFO : Epoch 1765 | loss: 0.0311074 | val_loss: 0.0311501 | Time: 3765.47 ms [2022-04-01 16:04:20 main:574] : INFO : Epoch 1766 | loss: 0.0311064 | val_loss: 0.031158 | Time: 3755.95 ms [2022-04-01 16:04:24 main:574] : INFO : Epoch 1767 | loss: 0.0311098 | val_loss: 0.0311592 | Time: 3765.52 ms [2022-04-01 16:04:28 main:574] : INFO : Epoch 1768 | loss: 0.0311087 | val_loss: 0.0311522 | Time: 3762.15 ms [2022-04-01 16:04:31 main:574] : INFO : Epoch 1769 | loss: 0.0311085 | val_loss: 0.0311573 | Time: 3739.43 ms [2022-04-01 16:04:35 main:574] : INFO : Epoch 1770 | loss: 0.031109 | val_loss: 0.031159 | Time: 3757.16 ms [2022-04-01 16:04:39 main:574] : INFO : Epoch 1771 | loss: 0.0311085 | val_loss: 0.0311592 | Time: 3746.22 ms [2022-04-01 16:04:43 main:574] : INFO : Epoch 1772 | loss: 0.031116 | val_loss: 0.03116 | Time: 3756.75 ms [2022-04-01 16:04:46 main:574] : INFO : Epoch 1773 | loss: 0.0311302 | val_loss: 0.0311722 | Time: 3752.3 ms [2022-04-01 16:04:50 main:574] : INFO : Epoch 1774 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 3771.17 ms [2022-04-01 16:04:54 main:574] : INFO : Epoch 1775 | loss: 0.0311596 | val_loss: 0.0311683 | Time: 3740.2 ms [2022-04-01 16:04:58 main:574] : INFO : Epoch 1776 | loss: 0.0311574 | val_loss: 0.0311614 | Time: 3764.73 ms [2022-04-01 16:05:01 main:574] : INFO : Epoch 1777 | loss: 0.0311525 | val_loss: 0.0311618 | Time: 3755.42 ms [2022-04-01 16:05:05 main:574] : INFO : Epoch 1778 | loss: 0.0311489 | val_loss: 0.0311585 | Time: 3739.27 ms [2022-04-01 16:05:09 main:574] : INFO : Epoch 1779 | loss: 0.0311465 | val_loss: 0.0311591 | Time: 3734.52 ms [2022-04-01 16:05:13 main:574] : INFO : Epoch 1780 | loss: 0.0311448 | val_loss: 0.0311571 | Time: 3746.99 ms [2022-04-01 16:05:16 main:574] : INFO : Epoch 1781 | loss: 0.0311401 | val_loss: 0.0311637 | Time: 3737.36 ms [2022-04-01 16:05:20 main:574] : INFO : Epoch 1782 | loss: 0.0311377 | val_loss: 0.0311627 | Time: 3722.73 ms [2022-04-01 16:05:24 main:574] : INFO : Epoch 1783 | loss: 0.0311363 | val_loss: 0.0311637 | Time: 3757.63 ms [2022-04-01 16:05:28 main:574] : INFO : Epoch 1784 | loss: 0.0311354 | val_loss: 0.0311644 | Time: 3756.32 ms [2022-04-01 16:05:31 main:574] : INFO : Epoch 1785 | loss: 0.0311368 | val_loss: 0.0311642 | Time: 3747.16 ms [2022-04-01 16:05:35 main:574] : INFO : Epoch 1786 | loss: 0.0311379 | val_loss: 0.0311626 | Time: 3761.35 ms [2022-04-01 16:05:39 main:574] : INFO : Epoch 1787 | loss: 0.0311386 | val_loss: 0.0311604 | Time: 3773.02 ms [2022-04-01 16:05:43 main:574] : INFO : Epoch 1788 | loss: 0.0311362 | val_loss: 0.0311581 | Time: 3760.77 ms [2022-04-01 16:05:47 main:574] : INFO : Epoch 1789 | loss: 0.0311393 | val_loss: 0.0311611 | Time: 3769.18 ms [2022-04-01 16:05:50 main:574] : INFO : Epoch 1790 | loss: 0.0311374 | val_loss: 0.0311581 | Time: 3769.72 ms [2022-04-01 16:05:54 main:574] : INFO : Epoch 1791 | loss: 0.0311346 | val_loss: 0.0311634 | Time: 3770.78 ms [2022-04-01 16:05:58 main:574] : INFO : Epoch 1792 | loss: 0.0311358 | val_loss: 0.0311611 | Time: 3801.7 ms [2022-04-01 16:06:02 main:574] : INFO : Epoch 1793 | loss: 0.0311362 | val_loss: 0.0311608 | Time: 3770.03 ms [2022-04-01 16:06:05 main:574] : INFO : Epoch 1794 | loss: 0.0311354 | val_loss: 0.0311594 | Time: 3753.78 ms [2022-04-01 16:06:09 main:574] : INFO : Epoch 1795 | loss: 0.0311366 | val_loss: 0.0311603 | Time: 3763.59 ms [2022-04-01 16:06:13 main:574] : INFO : Epoch 1796 | loss: 0.031137 | val_loss: 0.0311609 | Time: 3791.75 ms [2022-04-01 16:06:17 main:574] : INFO : Epoch 1797 | loss: 0.0311348 | val_loss: 0.0311624 | Time: 3764.17 ms [2022-04-01 16:06:21 main:574] : INFO : Epoch 1798 | loss: 0.0311335 | val_loss: 0.0311621 | Time: 3770.64 ms [2022-04-01 16:06:24 main:574] : INFO : Epoch 1799 | loss: 0.0311325 | val_loss: 0.0311628 | Time: 3760.19 ms [2022-04-01 16:06:28 main:574] : INFO : Epoch 1800 | loss: 0.0311307 | val_loss: 0.0311638 | Time: 3730.1 ms [2022-04-01 16:06:32 main:574] : INFO : Epoch 1801 | loss: 0.0311296 | val_loss: 0.03116 | Time: 3755.33 ms [2022-04-01 16:06:36 main:574] : INFO : Epoch 1802 | loss: 0.0311282 | val_loss: 0.0311579 | Time: 3740.36 ms [2022-04-01 16:06:39 main:574] : INFO : Epoch 1803 | loss: 0.0311276 | val_loss: 0.0311618 | Time: 3735.94 ms [2022-04-01 16:06:43 main:574] : INFO : Epoch 1804 | loss: 0.0311272 | val_loss: 0.0311647 | Time: 3886.64 ms [2022-04-01 16:06:47 main:574] : INFO : Epoch 1805 | loss: 0.0311278 | val_loss: 0.0311612 | Time: 3798.79 ms [2022-04-01 16:06:51 main:574] : INFO : Epoch 1806 | loss: 0.0311289 | val_loss: 0.0311647 | Time: 3796.27 ms [2022-04-01 16:06:55 main:574] : INFO : Epoch 1807 | loss: 0.0311285 | val_loss: 0.031163 | Time: 3782.99 ms [2022-04-01 16:06:58 main:574] : INFO : Epoch 1808 | loss: 0.0311254 | val_loss: 0.0311654 | Time: 3749.93 ms [2022-04-01 16:07:02 main:574] : INFO : Epoch 1809 | loss: 0.0311277 | val_loss: 0.0311667 | Time: 3764.95 ms [2022-04-01 16:07:06 main:574] : INFO : Epoch 1810 | loss: 0.0311283 | val_loss: 0.0311645 | Time: 3778.99 ms [2022-04-01 16:07:10 main:574] : INFO : Epoch 1811 | loss: 0.0311277 | val_loss: 0.0311625 | Time: 3770.27 ms [2022-04-01 16:07:14 main:574] : INFO : Epoch 1812 | loss: 0.0311271 | val_loss: 0.0311661 | Time: 3781.1 ms [2022-04-01 16:07:17 main:574] : INFO : Epoch 1813 | loss: 0.0311267 | val_loss: 0.0311661 | Time: 3759.82 ms [2022-04-01 16:07:21 main:574] : INFO : Epoch 1814 | loss: 0.0311255 | val_loss: 0.0311583 | Time: 3748.32 ms [2022-04-01 16:07:25 main:574] : INFO : Epoch 1815 | loss: 0.0311286 | val_loss: 0.031167 | Time: 3781.94 ms [2022-04-01 16:07:29 main:574] : INFO : Epoch 1816 | loss: 0.0311271 | val_loss: 0.0311638 | Time: 3779.24 ms [2022-04-01 16:07:32 main:574] : INFO : Epoch 1817 | loss: 0.0311271 | val_loss: 0.0311599 | Time: 3772.85 ms [2022-04-01 16:07:36 main:574] : INFO : Epoch 1818 | loss: 0.0311255 | val_loss: 0.0311616 | Time: 3782.05 ms [2022-04-01 16:07:40 main:574] : INFO : Epoch 1819 | loss: 0.0311239 | val_loss: 0.0311668 | Time: 3788.09 ms [2022-04-01 16:07:44 main:574] : INFO : Epoch 1820 | loss: 0.0311233 | val_loss: 0.0311607 | Time: 3787.99 ms [2022-04-01 16:07:48 main:574] : INFO : Epoch 1821 | loss: 0.0311214 | val_loss: 0.0311602 | Time: 3763.32 ms [2022-04-01 16:07:51 main:574] : INFO : Epoch 1822 | loss: 0.0311316 | val_loss: 0.0311644 | Time: 3761.97 ms [2022-04-01 16:07:55 main:574] : INFO : Epoch 1823 | loss: 0.0311305 | val_loss: 0.0311585 | Time: 3795.12 ms [2022-04-01 16:07:59 main:574] : INFO : Epoch 1824 | loss: 0.031129 | val_loss: 0.0311553 | Time: 3765.43 ms [2022-04-01 16:08:03 main:574] : INFO : Epoch 1825 | loss: 0.0311259 | val_loss: 0.0311593 | Time: 3763.08 ms [2022-04-01 16:08:06 main:574] : INFO : Epoch 1826 | loss: 0.0311257 | val_loss: 0.031157 | Time: 3771.55 ms [2022-04-01 16:08:10 main:574] : INFO : Epoch 1827 | loss: 0.0311232 | val_loss: 0.0311569 | Time: 3759.15 ms [2022-04-01 16:08:14 main:574] : INFO : Epoch 1828 | loss: 0.0311214 | val_loss: 0.0311566 | Time: 3774.05 ms [2022-04-01 16:08:18 main:574] : INFO : Epoch 1829 | loss: 0.0311236 | val_loss: 0.0311614 | Time: 3753.26 ms [2022-04-01 16:08:22 main:574] : INFO : Epoch 1830 | loss: 0.0311228 | val_loss: 0.0311581 | Time: 3750.12 ms [2022-04-01 16:08:25 main:574] : INFO : Epoch 1831 | loss: 0.0311206 | val_loss: 0.031157 | Time: 3757.77 ms [2022-04-01 16:08:29 main:574] : INFO : Epoch 1832 | loss: 0.0311225 | val_loss: 0.0311611 | Time: 3733.47 ms [2022-04-01 16:08:33 main:574] : INFO : Epoch 1833 | loss: 0.0311226 | val_loss: 0.0311627 | Time: 3730.25 ms [2022-04-01 16:08:37 main:574] : INFO : Epoch 1834 | loss: 0.0311229 | val_loss: 0.03116 | Time: 3740.9 ms [2022-04-01 16:08:40 main:574] : INFO : Epoch 1835 | loss: 0.0311216 | val_loss: 0.0311592 | Time: 3790.06 ms [2022-04-01 16:08:44 main:574] : INFO : Epoch 1836 | loss: 0.0311211 | val_loss: 0.0311584 | Time: 3777.07 ms [2022-04-01 16:08:48 main:574] : INFO : Epoch 1837 | loss: 0.0311221 | val_loss: 0.03116 | Time: 3777.64 ms [2022-04-01 16:08:52 main:574] : INFO : Epoch 1838 | loss: 0.0311241 | val_loss: 0.0311645 | Time: 3815.04 ms [2022-04-01 16:08:56 main:574] : INFO : Epoch 1839 | loss: 0.0311234 | val_loss: 0.0311587 | Time: 3769.27 ms [2022-04-01 16:08:59 main:574] : INFO : Epoch 1840 | loss: 0.0311233 | val_loss: 0.0311543 | Time: 3781.9 ms [2022-04-01 16:09:03 main:574] : INFO : Epoch 1841 | loss: 0.0311267 | val_loss: 0.0311519 | Time: 3787.92 ms [2022-04-01 16:09:07 main:574] : INFO : Epoch 1842 | loss: 0.0311314 | val_loss: 0.0311533 | Time: 3800.96 ms [2022-04-01 16:09:11 main:574] : INFO : Epoch 1843 | loss: 0.0311261 | val_loss: 0.0311532 | Time: 3811.14 ms [2022-04-01 16:09:15 main:574] : INFO : Epoch 1844 | loss: 0.0311231 | val_loss: 0.0311599 | Time: 3805.77 ms [2022-04-01 16:09:18 main:574] : INFO : Epoch 1845 | loss: 0.0311218 | val_loss: 0.031155 | Time: 3785.36 ms [2022-04-01 16:09:22 main:574] : INFO : Epoch 1846 | loss: 0.031123 | val_loss: 0.0311498 | Time: 3821.63 ms [2022-04-01 16:09:26 main:574] : INFO : Epoch 1847 | loss: 0.0311252 | val_loss: 0.031153 | Time: 3809.03 ms [2022-04-01 16:09:30 main:574] : INFO : Epoch 1848 | loss: 0.0311238 | val_loss: 0.0311543 | Time: 3814.37 ms [2022-04-01 16:09:34 main:574] : INFO : Epoch 1849 | loss: 0.0311266 | val_loss: 0.0311543 | Time: 3787.49 ms [2022-04-01 16:09:37 main:574] : INFO : Epoch 1850 | loss: 0.031126 | val_loss: 0.0311549 | Time: 3797.1 ms [2022-04-01 16:09:41 main:574] : INFO : Epoch 1851 | loss: 0.0311245 | val_loss: 0.0311531 | Time: 3797.22 ms [2022-04-01 16:09:45 main:574] : INFO : Epoch 1852 | loss: 0.0311213 | val_loss: 0.0311558 | Time: 3784.79 ms [2022-04-01 16:09:49 main:574] : INFO : Epoch 1853 | loss: 0.0311225 | val_loss: 0.0311556 | Time: 3789.68 ms [2022-04-01 16:09:53 main:574] : INFO : Epoch 1854 | loss: 0.031127 | val_loss: 0.031163 | Time: 3809.67 ms [2022-04-01 16:09:56 main:574] : INFO : Epoch 1855 | loss: 0.0311253 | val_loss: 0.0311589 | Time: 3821.05 ms [2022-04-01 16:10:00 main:574] : INFO : Epoch 1856 | loss: 0.0311214 | val_loss: 0.0311588 | Time: 3767.87 ms [2022-04-01 16:10:04 main:574] : INFO : Epoch 1857 | loss: 0.0311201 | val_loss: 0.0311597 | Time: 3775.83 ms [2022-04-01 16:10:08 main:574] : INFO : Epoch 1858 | loss: 0.0311213 | val_loss: 0.0311624 | Time: 3768.29 ms [2022-04-01 16:10:12 main:574] : INFO : Epoch 1859 | loss: 0.0311253 | val_loss: 0.0311616 | Time: 3771.8 ms [2022-04-01 16:10:15 main:574] : INFO : Epoch 1860 | loss: 0.0311259 | val_loss: 0.0311562 | Time: 3747.02 ms [2022-04-01 16:10:19 main:574] : INFO : Epoch 1861 | loss: 0.0311234 | val_loss: 0.0311545 | Time: 3763.89 ms [2022-04-01 16:10:23 main:574] : INFO : Epoch 1862 | loss: 0.0311224 | val_loss: 0.0311585 | Time: 3792.21 ms [2022-04-01 16:10:27 main:574] : INFO : Epoch 1863 | loss: 0.0311253 | val_loss: 0.0311569 | Time: 3790.53 ms [2022-04-01 16:10:31 main:574] : INFO : Epoch 1864 | loss: 0.0311221 | val_loss: 0.0311528 | Time: 3796.11 ms [2022-04-01 16:10:34 main:574] : INFO : Epoch 1865 | loss: 0.0311182 | val_loss: 0.0311578 | Time: 3767.09 ms [2022-04-01 16:10:38 main:574] : INFO : Epoch 1866 | loss: 0.0311172 | val_loss: 0.0311564 | Time: 3787.33 ms [2022-04-01 16:10:42 main:574] : INFO : Epoch 1867 | loss: 0.0311163 | val_loss: 0.0311583 | Time: 3780.06 ms [2022-04-01 16:10:46 main:574] : INFO : Epoch 1868 | loss: 0.0311159 | val_loss: 0.0311614 | Time: 3793.78 ms [2022-04-01 16:10:50 main:574] : INFO : Epoch 1869 | loss: 0.0311181 | val_loss: 0.0311608 | Time: 3808.82 ms [2022-04-01 16:10:53 main:574] : INFO : Epoch 1870 | loss: 0.0311152 | val_loss: 0.0311564 | Time: 3811.41 ms [2022-04-01 16:10:57 main:574] : INFO : Epoch 1871 | loss: 0.0311156 | val_loss: 0.0311543 | Time: 3822.44 ms [2022-04-01 16:11:01 main:574] : INFO : Epoch 1872 | loss: 0.0311143 | val_loss: 0.0311531 | Time: 3794.25 ms [2022-04-01 16:11:05 main:574] : INFO : Epoch 1873 | loss: 0.0311158 | val_loss: 0.031155 | Time: 3790.17 ms [2022-04-01 16:11:09 main:574] : INFO : Epoch 1874 | loss: 0.0311133 | val_loss: 0.031153 | Time: 3773.03 ms [2022-04-01 16:11:12 main:574] : INFO : Epoch 1875 | loss: 0.0311135 | val_loss: 0.0311553 | Time: 3778.17 ms [2022-04-01 16:11:16 main:574] : INFO : Epoch 1876 | loss: 0.0311162 | val_loss: 0.0311536 | Time: 3791.48 ms [2022-04-01 16:11:20 main:574] : INFO : Epoch 1877 | loss: 0.0311134 | val_loss: 0.0311595 | Time: 3767.57 ms [2022-04-01 16:11:24 main:574] : INFO : Epoch 1878 | loss: 0.0311185 | val_loss: 0.0311628 | Time: 3797.87 ms [2022-04-01 16:11:28 main:574] : INFO : Epoch 1879 | loss: 0.0311175 | val_loss: 0.0311587 | Time: 3769.57 ms [2022-04-01 16:11:31 main:574] : INFO : Epoch 1880 | loss: 0.0311162 | val_loss: 0.0311654 | Time: 3797.08 ms [2022-04-01 16:11:35 main:574] : INFO : Epoch 1881 | loss: 0.0311174 | val_loss: 0.0311587 | Time: 3786.98 ms [2022-04-01 16:11:39 main:574] : INFO : Epoch 1882 | loss: 0.031115 | val_loss: 0.0311594 | Time: 3788.22 ms [2022-04-01 16:11:43 main:574] : INFO : Epoch 1883 | loss: 0.0311156 | val_loss: 0.031163 | Time: 3768.4 ms [2022-04-01 16:11:46 main:574] : INFO : Epoch 1884 | loss: 0.0311198 | val_loss: 0.0311566 | Time: 3756.39 ms [2022-04-01 16:11:50 main:574] : INFO : Epoch 1885 | loss: 0.0311191 | val_loss: 0.0311572 | Time: 3748.65 ms [2022-04-01 16:11:54 main:574] : INFO : Epoch 1886 | loss: 0.0311166 | val_loss: 0.031158 | Time: 3735.91 ms [2022-04-01 16:11:58 main:574] : INFO : Epoch 1887 | loss: 0.031118 | val_loss: 0.0311556 | Time: 3760.64 ms [2022-04-01 16:12:02 main:574] : INFO : Epoch 1888 | loss: 0.0311146 | val_loss: 0.0311559 | Time: 3764.61 ms [2022-04-01 16:12:05 main:574] : INFO : Epoch 1889 | loss: 0.0311152 | val_loss: 0.0311598 | Time: 3750.56 ms [2022-04-01 16:12:09 main:574] : INFO : Epoch 1890 | loss: 0.031117 | val_loss: 0.0311625 | Time: 3758.82 ms [2022-04-01 16:12:13 main:574] : INFO : Epoch 1891 | loss: 0.0311161 | val_loss: 0.0311611 | Time: 3783.11 ms [2022-04-01 16:12:17 main:574] : INFO : Epoch 1892 | loss: 0.0311137 | val_loss: 0.031159 | Time: 3795.92 ms [2022-04-01 16:12:20 main:574] : INFO : Epoch 1893 | loss: 0.0311188 | val_loss: 0.0311575 | Time: 3772.49 ms [2022-04-01 16:12:24 main:574] : INFO : Epoch 1894 | loss: 0.0311206 | val_loss: 0.0311628 | Time: 3790.81 ms [2022-04-01 16:12:28 main:574] : INFO : Epoch 1895 | loss: 0.0311178 | val_loss: 0.0311539 | Time: 3781.67 ms [2022-04-01 16:12:32 main:574] : INFO : Epoch 1896 | loss: 0.0311168 | val_loss: 0.0311554 | Time: 3798.75 ms [2022-04-01 16:12:36 main:574] : INFO : Epoch 1897 | loss: 0.0311127 | val_loss: 0.0311585 | Time: 3798.61 ms [2022-04-01 16:12:39 main:574] : INFO : Epoch 1898 | loss: 0.0311113 | val_loss: 0.0311556 | Time: 3788.31 ms [2022-04-01 16:12:43 main:574] : INFO : Epoch 1899 | loss: 0.0311113 | val_loss: 0.0311572 | Time: 3773.02 ms [2022-04-01 16:12:47 main:574] : INFO : Epoch 1900 | loss: 0.0311111 | val_loss: 0.0311564 | Time: 3776.64 ms [2022-04-01 16:12:51 main:574] : INFO : Epoch 1901 | loss: 0.0311145 | val_loss: 0.0311551 | Time: 3835.66 ms [2022-04-01 16:12:55 main:574] : INFO : Epoch 1902 | loss: 0.0311145 | val_loss: 0.0311581 | Time: 3784.93 ms [2022-04-01 16:12:59 main:574] : INFO : Epoch 1903 | loss: 0.0311194 | val_loss: 0.0311634 | Time: 3875.59 ms [2022-04-01 16:13:02 main:574] : INFO : Epoch 1904 | loss: 0.0311295 | val_loss: 0.031155 | Time: 3801.31 ms [2022-04-01 16:13:06 main:574] : INFO : Epoch 1905 | loss: 0.031126 | val_loss: 0.0311589 | Time: 3797.93 ms [2022-04-01 16:13:10 main:574] : INFO : Epoch 1906 | loss: 0.0311216 | val_loss: 0.0311593 | Time: 3796.54 ms [2022-04-01 16:13:14 main:574] : INFO : Epoch 1907 | loss: 0.0311194 | val_loss: 0.0311559 | Time: 3829.75 ms [2022-04-01 16:13:18 main:574] : INFO : Epoch 1908 | loss: 0.031118 | val_loss: 0.0311526 | Time: 3795.44 ms [2022-04-01 16:13:21 main:574] : INFO : Epoch 1909 | loss: 0.031116 | val_loss: 0.0311548 | Time: 3814.52 ms [2022-04-01 16:13:25 main:574] : INFO : Epoch 1910 | loss: 0.0311145 | val_loss: 0.0311524 | Time: 3809.77 ms [2022-04-01 16:13:29 main:574] : INFO : Epoch 1911 | loss: 0.0311148 | val_loss: 0.0311538 | Time: 3799.43 ms [2022-04-01 16:13:33 main:574] : INFO : Epoch 1912 | loss: 0.0311224 | val_loss: 0.0311518 | Time: 3812.43 ms [2022-04-01 16:13:37 main:574] : INFO : Epoch 1913 | loss: 0.0311443 | val_loss: 0.0311729 | Time: 3780.92 ms [2022-04-01 16:13:40 main:574] : INFO : Epoch 1914 | loss: 0.0311883 | val_loss: 0.0312216 | Time: 3780.64 ms [2022-04-01 16:13:44 main:574] : INFO : Epoch 1915 | loss: 0.0315791 | val_loss: 0.0315211 | Time: 3783.74 ms [2022-04-01 16:13:48 main:574] : INFO : Epoch 1916 | loss: 0.0326274 | val_loss: 0.0318877 | Time: 3762.9 ms [2022-04-01 16:13:52 main:574] : INFO : Epoch 1917 | loss: 0.0314528 | val_loss: 0.0313135 | Time: 3772.51 ms [2022-04-01 16:13:56 main:574] : INFO : Epoch 1918 | loss: 0.0312735 | val_loss: 0.0312349 | Time: 3775.81 ms [2022-04-01 16:13:59 main:574] : INFO : Epoch 1919 | loss: 0.031218 | val_loss: 0.0311922 | Time: 3759.59 ms [2022-04-01 16:14:03 main:574] : INFO : Epoch 1920 | loss: 0.0311697 | val_loss: 0.0311638 | Time: 3801.94 ms [2022-04-01 16:14:07 main:574] : INFO : Epoch 1921 | loss: 0.0311497 | val_loss: 0.0311763 | Time: 3784.85 ms [2022-04-01 16:14:11 main:574] : INFO : Epoch 1922 | loss: 0.0311416 | val_loss: 0.0311537 | Time: 3777.37 ms [2022-04-01 16:14:15 main:574] : INFO : Epoch 1923 | loss: 0.0311333 | val_loss: 0.031155 | Time: 3796.16 ms [2022-04-01 16:14:18 main:574] : INFO : Epoch 1924 | loss: 0.0311331 | val_loss: 0.0311508 | Time: 3797.63 ms [2022-04-01 16:14:22 main:574] : INFO : Epoch 1925 | loss: 0.0311287 | val_loss: 0.0311511 | Time: 3775.73 ms [2022-04-01 16:14:26 main:574] : INFO : Epoch 1926 | loss: 0.0311244 | val_loss: 0.0311536 | Time: 3807.9 ms [2022-04-01 16:14:30 main:574] : INFO : Epoch 1927 | loss: 0.0311224 | val_loss: 0.0311521 | Time: 3806.57 ms [2022-04-01 16:14:34 main:574] : INFO : Epoch 1928 | loss: 0.0311226 | val_loss: 0.0311544 | Time: 3790.64 ms [2022-04-01 16:14:37 main:574] : INFO : Epoch 1929 | loss: 0.0311198 | val_loss: 0.031156 | Time: 3798.97 ms [2022-04-01 16:14:41 main:574] : INFO : Epoch 1930 | loss: 0.0311184 | val_loss: 0.0311542 | Time: 3806.35 ms [2022-04-01 16:14:45 main:574] : INFO : Epoch 1931 | loss: 0.0311207 | val_loss: 0.0311545 | Time: 3803.61 ms [2022-04-01 16:14:49 main:574] : INFO : Epoch 1932 | loss: 0.0311201 | val_loss: 0.0311605 | Time: 3796.24 ms [2022-04-01 16:14:53 main:574] : INFO : Epoch 1933 | loss: 0.0311189 | val_loss: 0.0311532 | Time: 3842.44 ms [2022-04-01 16:14:57 main:574] : INFO : Epoch 1934 | loss: 0.0311185 | val_loss: 0.031157 | Time: 3827.54 ms [2022-04-01 16:15:00 main:574] : INFO : Epoch 1935 | loss: 0.0311181 | val_loss: 0.0311568 | Time: 3795.78 ms [2022-04-01 16:15:04 main:574] : INFO : Epoch 1936 | loss: 0.0311205 | val_loss: 0.0311521 | Time: 3778.33 ms [2022-04-01 16:15:08 main:574] : INFO : Epoch 1937 | loss: 0.0311204 | val_loss: 0.0311517 | Time: 3785.7 ms [2022-04-01 16:15:12 main:574] : INFO : Epoch 1938 | loss: 0.0311182 | val_loss: 0.0311538 | Time: 3759.09 ms [2022-04-01 16:15:15 main:574] : INFO : Epoch 1939 | loss: 0.0311209 | val_loss: 0.0311573 | Time: 3769.52 ms [2022-04-01 16:15:19 main:574] : INFO : Epoch 1940 | loss: 0.0311187 | val_loss: 0.0311521 | Time: 3787.1 ms [2022-04-01 16:15:23 main:574] : INFO : Epoch 1941 | loss: 0.0311159 | val_loss: 0.0311548 | Time: 3783.72 ms [2022-04-01 16:15:27 main:574] : INFO : Epoch 1942 | loss: 0.0311182 | val_loss: 0.031154 | Time: 3789.72 ms [2022-04-01 16:15:31 main:574] : INFO : Epoch 1943 | loss: 0.0311169 | val_loss: 0.0311535 | Time: 3782.6 ms [2022-04-01 16:15:34 main:574] : INFO : Epoch 1944 | loss: 0.0311146 | val_loss: 0.0311531 | Time: 3795.17 ms [2022-04-01 16:15:38 main:574] : INFO : Epoch 1945 | loss: 0.0311145 | val_loss: 0.0311534 | Time: 3779.58 ms [2022-04-01 16:15:42 main:574] : INFO : Epoch 1946 | loss: 0.031113 | val_loss: 0.0311547 | Time: 3783.35 ms [2022-04-01 16:15:46 main:574] : INFO : Epoch 1947 | loss: 0.0311118 | val_loss: 0.0311573 | Time: 3794.95 ms [2022-04-01 16:15:50 main:574] : INFO : Epoch 1948 | loss: 0.0311119 | val_loss: 0.0311555 | Time: 3798.47 ms [2022-04-01 16:15:53 main:574] : INFO : Epoch 1949 | loss: 0.0311119 | val_loss: 0.0311564 | Time: 3776.3 ms [2022-04-01 16:15:57 main:574] : INFO : Epoch 1950 | loss: 0.0311149 | val_loss: 0.0311583 | Time: 3798.04 ms [2022-04-01 16:16:01 main:574] : INFO : Epoch 1951 | loss: 0.0311118 | val_loss: 0.0311527 | Time: 3803.26 ms [2022-04-01 16:16:05 main:574] : INFO : Epoch 1952 | loss: 0.0311109 | val_loss: 0.0311557 | Time: 3796.91 ms [2022-04-01 16:16:09 main:574] : INFO : Epoch 1953 | loss: 0.0311102 | val_loss: 0.0311559 | Time: 3800.14 ms [2022-04-01 16:16:12 main:574] : INFO : Epoch 1954 | loss: 0.03111 | val_loss: 0.0311531 | Time: 3794.55 ms [2022-04-01 16:16:16 main:574] : INFO : Epoch 1955 | loss: 0.0311101 | val_loss: 0.0311542 | Time: 3807.48 ms [2022-04-01 16:16:20 main:574] : INFO : Epoch 1956 | loss: 0.0311099 | val_loss: 0.0311565 | Time: 3939.9 ms [2022-04-01 16:16:24 main:574] : INFO : Epoch 1957 | loss: 0.031109 | val_loss: 0.0311559 | Time: 3811.65 ms [2022-04-01 16:16:28 main:574] : INFO : Epoch 1958 | loss: 0.0311094 | val_loss: 0.0311565 | Time: 3798.97 ms [2022-04-01 16:16:32 main:574] : INFO : Epoch 1959 | loss: 0.0311097 | val_loss: 0.0311553 | Time: 3820.5 ms [2022-04-01 16:16:36 main:574] : INFO : Epoch 1960 | loss: 0.0311088 | val_loss: 0.0311568 | Time: 3833.58 ms [2022-04-01 16:16:39 main:574] : INFO : Epoch 1961 | loss: 0.0311125 | val_loss: 0.0311534 | Time: 3804.41 ms [2022-04-01 16:16:43 main:574] : INFO : Epoch 1962 | loss: 0.031114 | val_loss: 0.0311533 | Time: 3795.67 ms [2022-04-01 16:16:47 main:574] : INFO : Epoch 1963 | loss: 0.0311129 | val_loss: 0.031154 | Time: 3774.92 ms [2022-04-01 16:16:51 main:574] : INFO : Epoch 1964 | loss: 0.0311137 | val_loss: 0.0311574 | Time: 3811.67 ms [2022-04-01 16:16:55 main:574] : INFO : Epoch 1965 | loss: 0.0311164 | val_loss: 0.0311553 | Time: 3955.54 ms [2022-04-01 16:16:59 main:574] : INFO : Epoch 1966 | loss: 0.0311155 | val_loss: 0.0311563 | Time: 4519.03 ms [2022-04-01 16:17:03 main:574] : INFO : Epoch 1967 | loss: 0.0311131 | val_loss: 0.0311536 | Time: 4092.69 ms [2022-04-01 16:17:07 main:574] : INFO : Epoch 1968 | loss: 0.0311105 | val_loss: 0.0311508 | Time: 4035.77 ms [2022-04-01 16:17:31 main:574] : INFO : Epoch 1969 | loss: 0.0311129 | val_loss: 0.0311511 | Time: 23978.4 ms [2022-04-01 16:17:35 main:574] : INFO : Epoch 1970 | loss: 0.0311096 | val_loss: 0.0311573 | Time: 3579.52 ms [2022-04-01 16:17:39 main:574] : INFO : Epoch 1971 | loss: 0.0311105 | val_loss: 0.0311522 | Time: 3653.81 ms [2022-04-01 16:17:42 main:574] : INFO : Epoch 1972 | loss: 0.0311163 | val_loss: 0.0311519 | Time: 3690.69 ms [2022-04-01 16:17:46 main:574] : INFO : Epoch 1973 | loss: 0.0311187 | val_loss: 0.0311533 | Time: 3660.83 ms [2022-04-01 16:17:50 main:574] : INFO : Epoch 1974 | loss: 0.0311163 | val_loss: 0.0311511 | Time: 3705.59 ms [2022-04-01 16:17:53 main:574] : INFO : Epoch 1975 | loss: 0.0311162 | val_loss: 0.0311598 | Time: 3721.48 ms [2022-04-01 16:17:57 main:574] : INFO : Epoch 1976 | loss: 0.0311161 | val_loss: 0.0311515 | Time: 3747.31 ms [2022-04-01 16:18:01 main:574] : INFO : Epoch 1977 | loss: 0.0311162 | val_loss: 0.0311515 | Time: 3739.5 ms [2022-04-01 16:18:05 main:574] : INFO : Epoch 1978 | loss: 0.0311151 | val_loss: 0.0311525 | Time: 3752.2 ms [2022-04-01 16:18:08 main:574] : INFO : Epoch 1979 | loss: 0.0311143 | val_loss: 0.0311549 | Time: 3758.02 ms [2022-04-01 16:18:12 main:574] : INFO : Epoch 1980 | loss: 0.0311132 | val_loss: 0.0311569 | Time: 3747.06 ms [2022-04-01 16:18:16 main:574] : INFO : Epoch 1981 | loss: 0.0311128 | val_loss: 0.0311556 | Time: 3788.48 ms [2022-04-01 16:18:20 main:574] : INFO : Epoch 1982 | loss: 0.0311119 | val_loss: 0.0311574 | Time: 3743.31 ms [2022-04-01 16:18:24 main:574] : INFO : Epoch 1983 | loss: 0.0311129 | val_loss: 0.0311581 | Time: 3785.36 ms [2022-04-01 16:18:27 main:574] : INFO : Epoch 1984 | loss: 0.0311129 | val_loss: 0.0311592 | Time: 3790.98 ms [2022-04-01 16:18:31 main:574] : INFO : Epoch 1985 | loss: 0.0311129 | val_loss: 0.0311531 | Time: 3778.95 ms [2022-04-01 16:18:35 main:574] : INFO : Epoch 1986 | loss: 0.0311099 | val_loss: 0.0311539 | Time: 3785.31 ms [2022-04-01 16:18:39 main:574] : INFO : Epoch 1987 | loss: 0.0311088 | val_loss: 0.0311542 | Time: 3787.7 ms [2022-04-01 16:18:43 main:574] : INFO : Epoch 1988 | loss: 0.0311089 | val_loss: 0.0311549 | Time: 3813.99 ms [2022-04-01 16:18:46 main:574] : INFO : Epoch 1989 | loss: 0.03111 | val_loss: 0.0311563 | Time: 3796.59 ms [2022-04-01 16:18:50 main:574] : INFO : Epoch 1990 | loss: 0.0311122 | val_loss: 0.0311561 | Time: 3796.84 ms [2022-04-01 16:18:54 main:574] : INFO : Epoch 1991 | loss: 0.0311127 | val_loss: 0.0311543 | Time: 3862.92 ms [2022-04-01 16:18:58 main:574] : INFO : Epoch 1992 | loss: 0.0311179 | val_loss: 0.031155 | Time: 3826.09 ms [2022-04-01 16:19:02 main:574] : INFO : Epoch 1993 | loss: 0.0311158 | val_loss: 0.0311511 | Time: 3796.09 ms [2022-04-01 16:19:05 main:574] : INFO : Epoch 1994 | loss: 0.0311173 | val_loss: 0.0311534 | Time: 3788.56 ms [2022-04-01 16:19:09 main:574] : INFO : Epoch 1995 | loss: 0.031114 | val_loss: 0.0311539 | Time: 3783.34 ms [2022-04-01 16:19:13 main:574] : INFO : Epoch 1996 | loss: 0.0311116 | val_loss: 0.0311543 | Time: 3760.98 ms [2022-04-01 16:19:17 main:574] : INFO : Epoch 1997 | loss: 0.0311098 | val_loss: 0.0311551 | Time: 3784.29 ms [2022-04-01 16:19:21 main:574] : INFO : Epoch 1998 | loss: 0.0311091 | val_loss: 0.031155 | Time: 3792.52 ms [2022-04-01 16:19:24 main:574] : INFO : Epoch 1999 | loss: 0.0311108 | val_loss: 0.0311555 | Time: 3775.67 ms [2022-04-01 16:19:28 main:574] : INFO : Epoch 2000 | loss: 0.0311092 | val_loss: 0.0311583 | Time: 3809.09 ms [2022-04-01 16:19:32 main:574] : INFO : Epoch 2001 | loss: 0.0311087 | val_loss: 0.0311513 | Time: 3817.83 ms [2022-04-01 16:19:36 main:574] : INFO : Epoch 2002 | loss: 0.0311077 | val_loss: 0.0311536 | Time: 3781.64 ms [2022-04-01 16:19:40 main:574] : INFO : Epoch 2003 | loss: 0.0311069 | val_loss: 0.0311526 | Time: 3814.75 ms [2022-04-01 16:19:43 main:574] : INFO : Epoch 2004 | loss: 0.0311076 | val_loss: 0.0311582 | Time: 3813.55 ms [2022-04-01 16:19:47 main:574] : INFO : Epoch 2005 | loss: 0.0311056 | val_loss: 0.0311584 | Time: 3850.86 ms [2022-04-01 16:19:51 main:574] : INFO : Epoch 2006 | loss: 0.0311079 | val_loss: 0.0311578 | Time: 3815.73 ms [2022-04-01 16:19:55 main:574] : INFO : Epoch 2007 | loss: 0.0311076 | val_loss: 0.0311572 | Time: 3816.29 ms [2022-04-01 16:19:59 main:574] : INFO : Epoch 2008 | loss: 0.031108 | val_loss: 0.0311567 | Time: 3823.37 ms [2022-04-01 16:20:03 main:574] : INFO : Epoch 2009 | loss: 0.0311162 | val_loss: 0.0311528 | Time: 3821.92 ms [2022-04-01 16:20:06 main:574] : INFO : Epoch 2010 | loss: 0.031121 | val_loss: 0.0311493 | Time: 3822.9 ms [2022-04-01 16:20:10 main:574] : INFO : Epoch 2011 | loss: 0.0311213 | val_loss: 0.0311542 | Time: 3826.78 ms [2022-04-01 16:20:14 main:574] : INFO : Epoch 2012 | loss: 0.031122 | val_loss: 0.0311521 | Time: 3822.67 ms [2022-04-01 16:20:18 main:574] : INFO : Epoch 2013 | loss: 0.0311202 | val_loss: 0.0311528 | Time: 3841.78 ms [2022-04-01 16:20:22 main:574] : INFO : Epoch 2014 | loss: 0.0311169 | val_loss: 0.0311541 | Time: 3840.47 ms [2022-04-01 16:20:26 main:574] : INFO : Epoch 2015 | loss: 0.0311163 | val_loss: 0.0311541 | Time: 3831.28 ms [2022-04-01 16:20:30 main:574] : INFO : Epoch 2016 | loss: 0.031115 | val_loss: 0.0311566 | Time: 3845.85 ms [2022-04-01 16:20:33 main:574] : INFO : Epoch 2017 | loss: 0.031114 | val_loss: 0.0311594 | Time: 3850.93 ms [2022-04-01 16:20:37 main:574] : INFO : Epoch 2018 | loss: 0.0311243 | val_loss: 0.0311598 | Time: 3838.77 ms [2022-04-01 16:20:41 main:574] : INFO : Epoch 2019 | loss: 0.031122 | val_loss: 0.0311514 | Time: 3847.99 ms [2022-04-01 16:20:45 main:574] : INFO : Epoch 2020 | loss: 0.0311198 | val_loss: 0.031157 | Time: 3844.15 ms [2022-04-01 16:20:49 main:574] : INFO : Epoch 2021 | loss: 0.0311252 | val_loss: 0.0311565 | Time: 3857.69 ms [2022-04-01 16:20:53 main:574] : INFO : Epoch 2022 | loss: 0.0311227 | val_loss: 0.0311574 | Time: 3874.37 ms [2022-04-01 16:20:57 main:574] : INFO : Epoch 2023 | loss: 0.0311256 | val_loss: 0.0311547 | Time: 3847.61 ms [2022-04-01 16:21:00 main:574] : INFO : Epoch 2024 | loss: 0.0311305 | val_loss: 0.0311519 | Time: 3835.27 ms [2022-04-01 16:21:04 main:574] : INFO : Epoch 2025 | loss: 0.0311288 | val_loss: 0.031154 | Time: 3860.57 ms [2022-04-01 16:21:08 main:574] : INFO : Epoch 2026 | loss: 0.0311247 | val_loss: 0.0311504 | Time: 3832.09 ms [2022-04-01 16:21:12 main:574] : INFO : Epoch 2027 | loss: 0.031121 | val_loss: 0.0311524 | Time: 3872.72 ms [2022-04-01 16:21:16 main:574] : INFO : Epoch 2028 | loss: 0.0311206 | val_loss: 0.0311522 | Time: 3828.66 ms [2022-04-01 16:21:20 main:574] : INFO : Epoch 2029 | loss: 0.0311232 | val_loss: 0.0311508 | Time: 3813.51 ms [2022-04-01 16:21:24 main:574] : INFO : Epoch 2030 | loss: 0.0311196 | val_loss: 0.0311514 | Time: 3831.93 ms [2022-04-01 16:21:27 main:574] : INFO : Epoch 2031 | loss: 0.0311177 | val_loss: 0.0311504 | Time: 3828.94 ms [2022-04-01 16:21:31 main:574] : INFO : Epoch 2032 | loss: 0.0311165 | val_loss: 0.0311533 | Time: 3846.2 ms [2022-04-01 16:21:35 main:574] : INFO : Epoch 2033 | loss: 0.0311165 | val_loss: 0.0311512 | Time: 3847.05 ms [2022-04-01 16:21:39 main:574] : INFO : Epoch 2034 | loss: 0.0311165 | val_loss: 0.0311516 | Time: 3810.13 ms [2022-04-01 16:21:43 main:574] : INFO : Epoch 2035 | loss: 0.0311141 | val_loss: 0.0311552 | Time: 3799.07 ms [2022-04-01 16:21:47 main:574] : INFO : Epoch 2036 | loss: 0.0311127 | val_loss: 0.031154 | Time: 4007.08 ms [2022-04-01 16:21:51 main:574] : INFO : Epoch 2037 | loss: 0.0311123 | val_loss: 0.0311531 | Time: 3803.47 ms [2022-04-01 16:21:54 main:574] : INFO : Epoch 2038 | loss: 0.0311111 | val_loss: 0.0311538 | Time: 3808.6 ms [2022-04-01 16:21:58 main:574] : INFO : Epoch 2039 | loss: 0.0311107 | val_loss: 0.0311517 | Time: 3859.13 ms [2022-04-01 16:22:02 main:574] : INFO : Epoch 2040 | loss: 0.0311113 | val_loss: 0.0311515 | Time: 3820.08 ms [2022-04-01 16:22:06 main:574] : INFO : Epoch 2041 | loss: 0.0311124 | val_loss: 0.0311508 | Time: 3815 ms [2022-04-01 16:22:10 main:574] : INFO : Epoch 2042 | loss: 0.0311154 | val_loss: 0.0311568 | Time: 3819.64 ms [2022-04-01 16:22:14 main:574] : INFO : Epoch 2043 | loss: 0.0311201 | val_loss: 0.0311544 | Time: 3830.28 ms [2022-04-01 16:22:17 main:574] : INFO : Epoch 2044 | loss: 0.0311172 | val_loss: 0.0311508 | Time: 3837.86 ms [2022-04-01 16:22:21 main:574] : INFO : Epoch 2045 | loss: 0.0311158 | val_loss: 0.0311555 | Time: 3818.89 ms [2022-04-01 16:22:25 main:574] : INFO : Epoch 2046 | loss: 0.0311143 | val_loss: 0.0311552 | Time: 3834.22 ms [2022-04-01 16:22:29 main:574] : INFO : Epoch 2047 | loss: 0.0311121 | val_loss: 0.0311577 | Time: 3840.36 ms [2022-04-01 16:22:33 main:574] : INFO : Epoch 2048 | loss: 0.0311127 | val_loss: 0.0311526 | Time: 3817.62 ms [2022-04-01 16:22:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311526 [2022-04-01 16:22:33 main:603] : INFO : Saving end state to config to file [2022-04-01 16:22:33 main:608] : INFO : Success, exiting.. 16:22:33 (18212): 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)