Task 7663273
| Name | ParityModified-1630358985-15227-2_1 |
| Workunit | 5248364 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:30:22 UTC |
| Report deadline | 5 Oct 2021, 2:30:22 UTC |
| Received | 3 Oct 2021, 18:40:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5710 |
| Run time | 2 hours 32 min |
| CPU time | 2 hours 11 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,277.15 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 55 main:574] : INFO : Epoch 1572 | loss: 0.0311329 | val_loss: 0.0311693 | Time: 4167.41 ms [2021-10-03 13:41:59 main:574] : INFO : Epoch 1573 | loss: 0.0311303 | val_loss: 0.0311694 | Time: 4339.86 ms [2021-10-03 13:42:04 main:574] : INFO : Epoch 1574 | loss: 0.0311307 | val_loss: 0.0311691 | Time: 4351.84 ms [2021-10-03 13:42:08 main:574] : INFO : Epoch 1575 | loss: 0.0311296 | val_loss: 0.0311672 | Time: 4329.58 ms [2021-10-03 13:42:12 main:574] : INFO : Epoch 1576 | loss: 0.0311325 | val_loss: 0.0311659 | Time: 4401.62 ms [2021-10-03 13:42:17 main:574] : INFO : Epoch 1577 | loss: 0.031134 | val_loss: 0.0311653 | Time: 4295.32 ms [2021-10-03 13:42:21 main:574] : INFO : Epoch 1578 | loss: 0.0311309 | val_loss: 0.0311669 | Time: 4362.64 ms [2021-10-03 13:42:25 main:574] : INFO : Epoch 1579 | loss: 0.0311287 | val_loss: 0.0311648 | Time: 4326.23 ms [2021-10-03 13:42:30 main:574] : INFO : Epoch 1580 | loss: 0.0311286 | val_loss: 0.0311671 | Time: 4359.05 ms [2021-10-03 13:42:34 main:574] : INFO : Epoch 1581 | loss: 0.0311314 | val_loss: 0.0311663 | Time: 4316.98 ms [2021-10-03 13:42:38 main:574] : INFO : Epoch 1582 | loss: 0.0311272 | val_loss: 0.0311693 | Time: 4300.7 ms [2021-10-03 13:42:43 main:574] : INFO : Epoch 1583 | loss: 0.0311268 | val_loss: 0.0311693 | Time: 4458.28 ms [2021-10-03 13:42:47 main:574] : INFO : Epoch 1584 | loss: 0.0311253 | val_loss: 0.0311653 | Time: 4315.36 ms [2021-10-03 13:42:51 main:574] : INFO : Epoch 1585 | loss: 0.0311276 | val_loss: 0.0311744 | Time: 4195.51 ms [2021-10-03 13:42:56 main:574] : INFO : Epoch 1586 | loss: 0.0311285 | val_loss: 0.0311686 | Time: 4292.97 ms [2021-10-03 13:43:00 main:574] : INFO : Epoch 1587 | loss: 0.0311264 | val_loss: 0.0311661 | Time: 4302.15 ms [2021-10-03 13:43:04 main:574] : INFO : Epoch 1588 | loss: 0.0311263 | val_loss: 0.0311689 | Time: 4241.49 ms [2021-10-03 13:43:09 main:574] : INFO : Epoch 1589 | loss: 0.0311238 | val_loss: 0.0311671 | Time: 4339.85 ms [2021-10-03 13:43:13 main:574] : INFO : Epoch 1590 | loss: 0.0311303 | val_loss: 0.0311743 | Time: 4398.67 ms [2021-10-03 13:43:17 main:574] : INFO : Epoch 1591 | loss: 0.0311318 | val_loss: 0.0311785 | Time: 4311.92 ms [2021-10-03 13:43:22 main:574] : INFO : Epoch 1592 | loss: 0.0311283 | val_loss: 0.0311659 | Time: 4360.6 ms [2021-10-03 13:43:26 main:574] : INFO : Epoch 1593 | loss: 0.0311276 | val_loss: 0.0311652 | Time: 4346.64 ms [2021-10-03 13:43:30 main:574] : INFO : Epoch 1594 | loss: 0.0311286 | val_loss: 0.0311721 | Time: 4409.45 ms [2021-10-03 13:43:35 main:574] : INFO : Epoch 1595 | loss: 0.0311373 | val_loss: 0.0311706 | Time: 4296.87 ms [2021-10-03 13:43:39 main:574] : INFO : Epoch 1596 | loss: 0.0311437 | val_loss: 0.031171 | Time: 4342.1 ms [2021-10-03 13:43:43 main:574] : INFO : Epoch 1597 | loss: 0.0311407 | val_loss: 0.0311673 | Time: 4327.44 ms [2021-10-03 13:43:48 main:574] : INFO : Epoch 1598 | loss: 0.0311384 | val_loss: 0.0311699 | Time: 4308.79 ms [2021-10-03 13:43:52 main:574] : INFO : Epoch 1599 | loss: 0.0311357 | val_loss: 0.0311692 | Time: 4304.68 ms [2021-10-03 13:43:56 main:574] : INFO : Epoch 1600 | loss: 0.0311381 | val_loss: 0.0311678 | Time: 4174.42 ms [2021-10-03 13:44:01 main:574] : INFO : Epoch 1601 | loss: 0.0311367 | val_loss: 0.0311721 | Time: 4314.67 ms [2021-10-03 13:44:05 main:574] : INFO : Epoch 1602 | loss: 0.0311366 | val_loss: 0.0311666 | Time: 4341.04 ms [2021-10-03 13:44:09 main:574] : INFO : Epoch 1603 | loss: 0.0311356 | val_loss: 0.0311644 | Time: 4409.44 ms [2021-10-03 13:44:14 main:574] : INFO : Epoch 1604 | loss: 0.0311367 | val_loss: 0.0311745 | Time: 4322.31 ms [2021-10-03 13:44:18 main:574] : INFO : Epoch 1605 | loss: 0.0311408 | val_loss: 0.0311619 | Time: 4729.37 ms [2021-10-03 13:44:23 main:574] : INFO : Epoch 1606 | loss: 0.031137 | val_loss: 0.0311648 | Time: 4687.14 ms [2021-10-03 13:44:28 main:574] : INFO : Epoch 1607 | loss: 0.031135 | val_loss: 0.0311749 | Time: 4481.74 ms [2021-10-03 13:44:32 main:574] : INFO : Epoch 1608 | loss: 0.031134 | val_loss: 0.0311657 | Time: 4607.35 ms [2021-10-03 13:44:37 main:574] : INFO : Epoch 1609 | loss: 0.0311317 | val_loss: 0.0311637 | Time: 4506.88 ms [2021-10-03 13:44:41 main:574] : INFO : Epoch 1610 | loss: 0.0311331 | val_loss: 0.0311706 | Time: 4518.64 ms [2021-10-03 13:44:46 main:574] : INFO : Epoch 1611 | loss: 0.0311348 | val_loss: 0.0311656 | Time: 4594.33 ms [2021-10-03 13:44:50 main:574] : INFO : Epoch 1612 | loss: 0.0311397 | val_loss: 0.0311692 | Time: 4588.28 ms [2021-10-03 13:44:55 main:574] : INFO : Epoch 1613 | loss: 0.0311316 | val_loss: 0.031167 | Time: 4522.65 ms [2021-10-03 13:44:59 main:574] : INFO : Epoch 1614 | loss: 0.0311317 | val_loss: 0.0311659 | Time: 4470.64 ms [2021-10-03 13:45:04 main:574] : INFO : Epoch 1615 | loss: 0.0311337 | val_loss: 0.031168 | Time: 4345.51 ms [2021-10-03 13:45:08 main:574] : INFO : Epoch 1616 | loss: 0.0311329 | val_loss: 0.0311633 | Time: 4454.03 ms [2021-10-03 13:45:13 main:574] : INFO : Epoch 1617 | loss: 0.0311294 | val_loss: 0.0311622 | Time: 4470.92 ms [2021-10-03 13:45:17 main:574] : INFO : Epoch 1618 | loss: 0.0311299 | val_loss: 0.0311622 | Time: 4346.82 ms [2021-10-03 13:45:22 main:574] : INFO : Epoch 1619 | loss: 0.0311296 | val_loss: 0.0311638 | Time: 4428.64 ms [2021-10-03 13:45:26 main:574] : INFO : Epoch 1620 | loss: 0.0311282 | val_loss: 0.0311705 | Time: 4455.09 ms [2021-10-03 13:45:30 main:574] : INFO : Epoch 1621 | loss: 0.0311322 | val_loss: 0.0311672 | Time: 4225.91 ms [2021-10-03 13:45:35 main:574] : INFO : Epoch 1622 | loss: 0.0311328 | val_loss: 0.0311634 | Time: 4387.62 ms [2021-10-03 13:45:39 main:574] : INFO : Epoch 1623 | loss: 0.0311314 | val_loss: 0.031164 | Time: 4391.7 ms [2021-10-03 13:45:43 main:574] : INFO : Epoch 1624 | loss: 0.0311314 | val_loss: 0.0311672 | Time: 4326.08 ms [2021-10-03 13:45:48 main:574] : INFO : Epoch 1625 | loss: 0.031132 | val_loss: 0.0311676 | Time: 4371.83 ms [2021-10-03 13:45:52 main:574] : INFO : Epoch 1626 | loss: 0.03113 | val_loss: 0.0311649 | Time: 4430.44 ms [2021-10-03 13:45:57 main:574] : INFO : Epoch 1627 | loss: 0.0311296 | val_loss: 0.0311642 | Time: 4459.6 ms [2021-10-03 13:46:01 main:574] : INFO : Epoch 1628 | loss: 0.0311283 | val_loss: 0.0311617 | Time: 4444.16 ms [2021-10-03 13:46:05 main:574] : INFO : Epoch 1629 | loss: 0.0311281 | val_loss: 0.0311691 | Time: 4362.25 ms [2021-10-03 13:46:10 main:574] : INFO : Epoch 1630 | loss: 0.0311328 | val_loss: 0.0311672 | Time: 4350.01 ms [2021-10-03 13:46:14 main:574] : INFO : Epoch 1631 | loss: 0.0311318 | val_loss: 0.0311653 | Time: 4349.77 ms [2021-10-03 13:46:18 main:574] : INFO : Epoch 1632 | loss: 0.0311248 | val_loss: 0.0311686 | Time: 4338.73 ms [2021-10-03 13:46:23 main:574] : INFO : Epoch 1633 | loss: 0.0311293 | val_loss: 0.031173 | Time: 4366.25 ms [2021-10-03 13:46:27 main:574] : INFO : Epoch 1634 | loss: 0.0311267 | val_loss: 0.0311641 | Time: 4435.41 ms [2021-10-03 13:46:32 main:574] : INFO : Epoch 1635 | loss: 0.0311256 | val_loss: 0.0311648 | Time: 4343.79 ms [2021-10-03 13:46:36 main:574] : INFO : Epoch 1636 | loss: 0.031129 | val_loss: 0.0311657 | Time: 4343.31 ms [2021-10-03 13:46:40 main:574] : INFO : Epoch 1637 | loss: 0.0311274 | val_loss: 0.0311667 | Time: 4403.07 ms [2021-10-03 13:46:45 main:574] : INFO : Epoch 1638 | loss: 0.0311272 | val_loss: 0.0311685 | Time: 4420.17 ms [2021-10-03 13:46:49 main:574] : INFO : Epoch 1639 | loss: 0.0311289 | val_loss: 0.0311642 | Time: 4362.58 ms [2021-10-03 13:46:54 main:574] : INFO : Epoch 1640 | loss: 0.0311253 | val_loss: 0.031168 | Time: 4377.16 ms [2021-10-03 13:46:58 main:574] : INFO : Epoch 1641 | loss: 0.0311274 | val_loss: 0.031177 | Time: 4318.97 ms [2021-10-03 13:47:02 main:574] : INFO : Epoch 1642 | loss: 0.0311263 | val_loss: 0.0311684 | Time: 4413.3 ms [2021-10-03 13:47:07 main:574] : INFO : Epoch 1643 | loss: 0.0311242 | val_loss: 0.0311655 | Time: 4317.2 ms [2021-10-03 13:47:11 main:574] : INFO : Epoch 1644 | loss: 0.0311239 | val_loss: 0.0311698 | Time: 4393.24 ms [2021-10-03 13:47:16 main:574] : INFO : Epoch 1645 | loss: 0.0311227 | val_loss: 0.0311677 | Time: 4496.98 ms [2021-10-03 13:47:20 main:574] : INFO : Epoch 1646 | loss: 0.0311234 | val_loss: 0.0311706 | Time: 4386.56 ms [2021-10-03 13:47:24 main:574] : INFO : Epoch 1647 | loss: 0.0311248 | val_loss: 0.0311725 | Time: 4435.76 ms [2021-10-03 13:47:29 main:574] : INFO : Epoch 1648 | loss: 0.0311235 | val_loss: 0.031166 | Time: 4338.08 ms [2021-10-03 13:47:33 main:574] : INFO : Epoch 1649 | loss: 0.0311244 | val_loss: 0.0311658 | Time: 4366.98 ms [2021-10-03 13:47:37 main:574] : INFO : Epoch 1650 | loss: 0.0311245 | val_loss: 0.0311617 | Time: 4329.68 ms [2021-10-03 13:47:42 main:574] : INFO : Epoch 1651 | loss: 0.0311259 | val_loss: 0.0311618 | Time: 4352.16 ms [2021-10-03 13:47:46 main:574] : INFO : Epoch 1652 | loss: 0.0311243 | val_loss: 0.0311678 | Time: 4475.65 ms [2021-10-03 13:47:51 main:574] : INFO : Epoch 1653 | loss: 0.0311309 | val_loss: 0.0311685 | Time: 4394.33 ms [2021-10-03 13:47:55 main:574] : INFO : Epoch 1654 | loss: 0.0311273 | val_loss: 0.0311746 | Time: 4413.35 ms [2021-10-03 13:48:00 main:574] : INFO : Epoch 1655 | loss: 0.0311248 | val_loss: 0.0311712 | Time: 4438.36 ms [2021-10-03 13:48:04 main:574] : INFO : Epoch 1656 | loss: 0.0311267 | val_loss: 0.0311724 | Time: 4440.4 ms [2021-10-03 13:48:08 main:574] : INFO : Epoch 1657 | loss: 0.0311252 | val_loss: 0.0311707 | Time: 4355.49 ms [2021-10-03 13:48:13 main:574] : INFO : Epoch 1658 | loss: 0.0311254 | val_loss: 0.0311672 | Time: 4319.91 ms [2021-10-03 13:48:17 main:574] : INFO : Epoch 1659 | loss: 0.0311244 | val_loss: 0.0311758 | Time: 4422.37 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1050 Ti) [2021-10-03 14:11:03 main:435] : INFO : Set logging level to 1 [2021-10-03 14:11:03 main:441] : INFO : Running in BOINC Client mode [2021-10-03 14:11:03 main:444] : INFO : Resolving all filenames [2021-10-03 14:11:03 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-03 14:11:03 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630358985-15227-2_1_r1270570704_1 (exists = 1) [2021-10-03 14:11:03 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630358985-15227-2_1_r1270570704_0 (exists = 0) [2021-10-03 14:11:03 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630358985-15227-2 (exists = 1) [2021-10-03 14:11:03 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-03 14:11:03 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-03 14:11:03 main:474] : INFO : Configuration: [2021-10-03 14:11:03 main:475] : INFO : Model type: GRU [2021-10-03 14:11:03 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-03 14:11:03 main:477] : INFO : Max Epochs: 2048 [2021-10-03 14:11:03 main:478] : INFO : Batch Size: 128 [2021-10-03 14:11:03 main:479] : INFO : Learning Rate: 0.01 [2021-10-03 14:11:03 main:480] : INFO : Patience: 10 [2021-10-03 14:11:03 main:481] : INFO : Hidden Width: 12 [2021-10-03 14:11:03 main:482] : INFO : # Recurrent Layers: 4 [2021-10-03 14:11:03 main:483] : INFO : # Backend Layers: 4 [2021-10-03 14:11:03 main:484] : INFO : # Threads: 1 [2021-10-03 14:11:03 main:486] : INFO : Preparing Dataset [2021-10-03 14:11:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-03 14:11:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-03 14:11:09 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-03 14:11:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-03 14:11:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-03 14:11:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-03 14:11:09 main:494] : INFO : Creating Model [2021-10-03 14:11:09 main:507] : INFO : Preparing config file [2021-10-03 14:11:09 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-03 14:11:09 main:512] : INFO : Loading config [2021-10-03 14:11:09 main:514] : INFO : Loading state [2021-10-03 14:11:11 main:559] : INFO : Loading DataLoader into Memory [2021-10-03 14:11:11 main:562] : INFO : Starting Training [2021-10-03 14:11:17 main:574] : INFO : Epoch 1660 | loss: 0.0311761 | val_loss: 0.0311716 | Time: 5835.51 ms [2021-10-03 14:11:21 main:574] : INFO : Epoch 1661 | loss: 0.0311344 | val_loss: 0.0311683 | Time: 4446.09 ms [2021-10-03 14:11:26 main:574] : INFO : Epoch 1662 | loss: 0.0311258 | val_loss: 0.0311707 | Time: 4447.53 ms [2021-10-03 14:11:30 main:574] : INFO : Epoch 1663 | loss: 0.0311271 | val_loss: 0.0311688 | Time: 4519.29 ms [2021-10-03 14:11:35 main:574] : INFO : Epoch 1664 | loss: 0.0311262 | val_loss: 0.0311693 | Time: 4449.75 ms [2021-10-03 14:11:39 main:574] : INFO : Epoch 1665 | loss: 0.0311253 | val_loss: 0.0311694 | Time: 4410.5 ms [2021-10-03 14:11:44 main:574] : INFO : Epoch 1666 | loss: 0.0311284 | val_loss: 0.0311686 | Time: 4445.91 ms [2021-10-03 14:11:48 main:574] : INFO : Epoch 1667 | loss: 0.0311264 | val_loss: 0.0311636 | Time: 4446.96 ms [2021-10-03 14:11:53 main:574] : INFO : Epoch 1668 | loss: 0.0311231 | val_loss: 0.0311671 | Time: 4392.17 ms [2021-10-03 14:11:57 main:574] : INFO : Epoch 1669 | loss: 0.0311214 | val_loss: 0.0311698 | Time: 4408.89 ms [2021-10-03 14:12:01 main:574] : INFO : Epoch 1670 | loss: 0.0311252 | val_loss: 0.0311688 | Time: 4478.87 ms [2021-10-03 14:12:06 main:574] : INFO : Epoch 1671 | loss: 0.0311267 | val_loss: 0.0311717 | Time: 4461.72 ms [2021-10-03 14:12:11 main:574] : INFO : Epoch 1672 | loss: 0.0311259 | val_loss: 0.03117 | Time: 4509.1 ms [2021-10-03 14:12:15 main:574] : INFO : Epoch 1673 | loss: 0.0311244 | val_loss: 0.0311731 | Time: 4492.42 ms [2021-10-03 14:12:20 main:574] : INFO : Epoch 1674 | loss: 0.0311253 | val_loss: 0.0311803 | Time: 4554.92 ms [2021-10-03 14:12:24 main:574] : INFO : Epoch 1675 | loss: 0.0311365 | val_loss: 0.0311778 | Time: 4604.23 ms [2021-10-03 14:12:29 main:574] : INFO : Epoch 1676 | loss: 0.0311465 | val_loss: 0.0311737 | Time: 4437.22 ms [2021-10-03 14:12:33 main:574] : INFO : Epoch 1677 | loss: 0.0311443 | val_loss: 0.0311762 | Time: 4429.03 ms [2021-10-03 14:12:37 main:574] : INFO : Epoch 1678 | loss: 0.0311447 | val_loss: 0.0311716 | Time: 4419.62 ms [2021-10-03 14:12:42 main:574] : INFO : Epoch 1679 | loss: 0.0311369 | val_loss: 0.0311683 | Time: 4500.73 ms [2021-10-03 14:12:46 main:574] : INFO : Epoch 1680 | loss: 0.031133 | val_loss: 0.0311677 | Time: 4403.23 ms [2021-10-03 14:12:51 main:574] : INFO : Epoch 1681 | loss: 0.0311308 | val_loss: 0.0311648 | Time: 4411.75 ms [2021-10-03 14:12:55 main:574] : INFO : Epoch 1682 | loss: 0.0311317 | val_loss: 0.0311657 | Time: 4555.41 ms [2021-10-03 14:13:00 main:574] : INFO : Epoch 1683 | loss: 0.0311312 | val_loss: 0.0311641 | Time: 4408.66 ms [2021-10-03 14:13:04 main:574] : INFO : Epoch 1684 | loss: 0.0311287 | val_loss: 0.0311668 | Time: 4468.95 ms [2021-10-03 14:13:09 main:574] : INFO : Epoch 1685 | loss: 0.0311313 | val_loss: 0.0311593 | Time: 4538.68 ms [2021-10-03 14:13:13 main:574] : INFO : Epoch 1686 | loss: 0.031131 | val_loss: 0.0311648 | Time: 4479.94 ms [2021-10-03 14:13:18 main:574] : INFO : Epoch 1687 | loss: 0.0311292 | val_loss: 0.031165 | Time: 4307.1 ms [2021-10-03 14:13:22 main:574] : INFO : Epoch 1688 | loss: 0.0311256 | val_loss: 0.0311618 | Time: 4416.83 ms [2021-10-03 14:13:26 main:574] : INFO : Epoch 1689 | loss: 0.0311256 | val_loss: 0.0311658 | Time: 4368.2 ms [2021-10-03 14:13:31 main:574] : INFO : Epoch 1690 | loss: 0.0311284 | val_loss: 0.0311694 | Time: 4322.43 ms [2021-10-03 14:13:35 main:574] : INFO : Epoch 1691 | loss: 0.031128 | val_loss: 0.0311685 | Time: 4457.84 ms [2021-10-03 14:13:40 main:574] : INFO : Epoch 1692 | loss: 0.0311256 | val_loss: 0.031166 | Time: 4440.15 ms [2021-10-03 14:13:44 main:574] : INFO : Epoch 1693 | loss: 0.0311323 | val_loss: 0.0311643 | Time: 4521.19 ms [2021-10-03 14:13:49 main:574] : INFO : Epoch 1694 | loss: 0.0311304 | val_loss: 0.0311664 | Time: 4470.45 ms [2021-10-03 14:13:53 main:574] : INFO : Epoch 1695 | loss: 0.0311241 | val_loss: 0.0311652 | Time: 4431.7 ms [2021-10-03 14:13:58 main:574] : INFO : Epoch 1696 | loss: 0.0311247 | val_loss: 0.0311654 | Time: 4479.68 ms [2021-10-03 14:14:02 main:574] : INFO : Epoch 1697 | loss: 0.0311224 | val_loss: 0.0311673 | Time: 4450.57 ms [2021-10-03 14:14:07 main:574] : INFO : Epoch 1698 | loss: 0.0311247 | val_loss: 0.0311671 | Time: 4453.39 ms [2021-10-03 14:14:11 main:574] : INFO : Epoch 1699 | loss: 0.031124 | val_loss: 0.0311779 | Time: 4511.57 ms [2021-10-03 14:14:16 main:574] : INFO : Epoch 1700 | loss: 0.0311278 | val_loss: 0.0311728 | Time: 4469.44 ms [2021-10-03 14:14:20 main:574] : INFO : Epoch 1701 | loss: 0.0311271 | val_loss: 0.0311668 | Time: 4480.02 ms [2021-10-03 14:14:24 main:574] : INFO : Epoch 1702 | loss: 0.0311238 | val_loss: 0.0311707 | Time: 4444.79 ms [2021-10-03 14:14:29 main:574] : INFO : Epoch 1703 | loss: 0.0311226 | val_loss: 0.0311696 | Time: 4494.84 ms [2021-10-03 14:14:34 main:574] : INFO : Epoch 1704 | loss: 0.0311269 | val_loss: 0.0311672 | Time: 4582.76 ms [2021-10-03 14:14:38 main:574] : INFO : Epoch 1705 | loss: 0.0311237 | val_loss: 0.0311703 | Time: 4424.92 ms [2021-10-03 14:14:42 main:574] : INFO : Epoch 1706 | loss: 0.0311236 | val_loss: 0.0311717 | Time: 4324.28 ms [2021-10-03 14:14:47 main:574] : INFO : Epoch 1707 | loss: 0.0311263 | val_loss: 0.0311713 | Time: 4442.79 ms [2021-10-03 14:14:51 main:574] : INFO : Epoch 1708 | loss: 0.0311266 | val_loss: 0.031172 | Time: 4438.53 ms [2021-10-03 14:14:56 main:574] : INFO : Epoch 1709 | loss: 0.0311416 | val_loss: 0.03117 | Time: 4473.65 ms [2021-10-03 14:15:00 main:574] : INFO : Epoch 1710 | loss: 0.0311406 | val_loss: 0.0311661 | Time: 4454.12 ms [2021-10-03 14:15:05 main:574] : INFO : Epoch 1711 | loss: 0.0311384 | val_loss: 0.0311664 | Time: 4433.75 ms [2021-10-03 14:15:09 main:574] : INFO : Epoch 1712 | loss: 0.0311346 | val_loss: 0.0311614 | Time: 4467.26 ms [2021-10-03 14:15:14 main:574] : INFO : Epoch 1713 | loss: 0.0311344 | val_loss: 0.0311652 | Time: 4449.02 ms [2021-10-03 14:15:18 main:574] : INFO : Epoch 1714 | loss: 0.0311355 | val_loss: 0.031161 | Time: 4408.66 ms [2021-10-03 14:15:22 main:574] : INFO : Epoch 1715 | loss: 0.0311285 | val_loss: 0.0311625 | Time: 4464.97 ms [2021-10-03 14:15:27 main:574] : INFO : Epoch 1716 | loss: 0.0311269 | val_loss: 0.0311679 | Time: 4451.65 ms [2021-10-03 14:15:31 main:574] : INFO : Epoch 1717 | loss: 0.031128 | val_loss: 0.0311633 | Time: 4441.08 ms [2021-10-03 14:15:36 main:574] : INFO : Epoch 1718 | loss: 0.0311335 | val_loss: 0.0311655 | Time: 4519.05 ms [2021-10-03 14:15:40 main:574] : INFO : Epoch 1719 | loss: 0.0311304 | val_loss: 0.0311646 | Time: 4431.28 ms [2021-10-03 14:15:45 main:574] : INFO : Epoch 1720 | loss: 0.0311302 | val_loss: 0.0311622 | Time: 4661.52 ms [2021-10-03 14:15:49 main:574] : INFO : Epoch 1721 | loss: 0.0311277 | val_loss: 0.0311632 | Time: 4510.9 ms [2021-10-03 14:15:54 main:574] : INFO : Epoch 1722 | loss: 0.0311261 | val_loss: 0.0311671 | Time: 4500.7 ms [2021-10-03 14:15:58 main:574] : INFO : Epoch 1723 | loss: 0.0311247 | val_loss: 0.0311663 | Time: 4347.89 ms [2021-10-03 14:16:03 main:574] : INFO : Epoch 1724 | loss: 0.0311256 | val_loss: 0.0311671 | Time: 4429.13 ms [2021-10-03 14:16:07 main:574] : INFO : Epoch 1725 | loss: 0.0311252 | val_loss: 0.0311654 | Time: 4457.05 ms [2021-10-03 14:16:12 main:574] : INFO : Epoch 1726 | loss: 0.0311274 | val_loss: 0.0311675 | Time: 4448.04 ms [2021-10-03 14:16:16 main:574] : INFO : Epoch 1727 | loss: 0.0311264 | val_loss: 0.0311623 | Time: 4498.48 ms [2021-10-03 14:16:21 main:574] : INFO : Epoch 1728 | loss: 0.0311232 | val_loss: 0.0311737 | Time: 4419.33 ms [2021-10-03 14:16:25 main:574] : INFO : Epoch 1729 | loss: 0.0311217 | val_loss: 0.0311713 | Time: 4493.52 ms [2021-10-03 14:16:30 main:574] : INFO : Epoch 1730 | loss: 0.0311203 | val_loss: 0.0311653 | Time: 4486.57 ms [2021-10-03 14:16:34 main:574] : INFO : Epoch 1731 | loss: 0.0311228 | val_loss: 0.0311702 | Time: 4451.94 ms [2021-10-03 14:16:39 main:574] : INFO : Epoch 1732 | loss: 0.0311225 | val_loss: 0.0311767 | Time: 4494.92 ms [2021-10-03 14:16:43 main:574] : INFO : Epoch 1733 | loss: 0.0311251 | val_loss: 0.0311711 | Time: 4419.98 ms [2021-10-03 14:16:47 main:574] : INFO : Epoch 1734 | loss: 0.03113 | val_loss: 0.031172 | Time: 4476.06 ms [2021-10-03 14:16:52 main:574] : INFO : Epoch 1735 | loss: 0.031127 | val_loss: 0.0311746 | Time: 4476.13 ms [2021-10-03 14:16:56 main:574] : INFO : Epoch 1736 | loss: 0.0311246 | val_loss: 0.0311753 | Time: 4482.92 ms [2021-10-03 14:17:01 main:574] : INFO : Epoch 1737 | loss: 0.0311272 | val_loss: 0.0311738 | Time: 4446.1 ms [2021-10-03 14:17:05 main:574] : INFO : Epoch 1738 | loss: 0.0311295 | val_loss: 0.0311719 | Time: 4407.66 ms [2021-10-03 14:17:10 main:574] : INFO : Epoch 1739 | loss: 0.0311263 | val_loss: 0.0311674 | Time: 4462.78 ms [2021-10-03 14:17:14 main:574] : INFO : Epoch 1740 | loss: 0.0311227 | val_loss: 0.0311711 | Time: 4479.42 ms [2021-10-03 14:17:19 main:574] : INFO : Epoch 1741 | loss: 0.0311225 | val_loss: 0.0311732 | Time: 4575.68 ms [2021-10-03 14:17:23 main:574] : INFO : Epoch 1742 | loss: 0.0311266 | val_loss: 0.0311686 | Time: 4404.88 ms [2021-10-03 14:17:28 main:574] : INFO : Epoch 1743 | loss: 0.0311253 | val_loss: 0.0311841 | Time: 4384.25 ms [2021-10-03 14:17:32 main:574] : INFO : Epoch 1744 | loss: 0.0311235 | val_loss: 0.0311673 | Time: 4431.2 ms [2021-10-03 14:17:37 main:574] : INFO : Epoch 1745 | loss: 0.0311256 | val_loss: 0.0311685 | Time: 4508 ms [2021-10-03 14:17:41 main:574] : INFO : Epoch 1746 | loss: 0.031123 | val_loss: 0.0311645 | Time: 4446 ms [2021-10-03 14:17:46 main:574] : INFO : Epoch 1747 | loss: 0.0311226 | val_loss: 0.0311694 | Time: 4469.54 ms [2021-10-03 14:17:50 main:574] : INFO : Epoch 1748 | loss: 0.0311232 | val_loss: 0.0311704 | Time: 4460.31 ms [2021-10-03 14:17:55 main:574] : INFO : Epoch 1749 | loss: 0.0311225 | val_loss: 0.0311688 | Time: 4598.88 ms [2021-10-03 14:17:59 main:574] : INFO : Epoch 1750 | loss: 0.0311252 | val_loss: 0.0311752 | Time: 4461.26 ms [2021-10-03 14:18:04 main:574] : INFO : Epoch 1751 | loss: 0.0311246 | val_loss: 0.0311746 | Time: 4568.47 ms [2021-10-03 14:18:08 main:574] : INFO : Epoch 1752 | loss: 0.0311241 | val_loss: 0.031174 | Time: 4468.81 ms [2021-10-03 14:18:13 main:574] : INFO : Epoch 1753 | loss: 0.0311193 | val_loss: 0.0311743 | Time: 4457.94 ms [2021-10-03 14:18:17 main:574] : INFO : Epoch 1754 | loss: 0.0311196 | val_loss: 0.0311728 | Time: 4603.23 ms [2021-10-03 14:18:22 main:574] : INFO : Epoch 1755 | loss: 0.0311223 | val_loss: 0.0311753 | Time: 4482.02 ms [2021-10-03 14:18:26 main:574] : INFO : Epoch 1756 | loss: 0.0311181 | val_loss: 0.0311788 | Time: 4470.9 ms [2021-10-03 14:18:31 main:574] : INFO : Epoch 1757 | loss: 0.0311191 | val_loss: 0.0311758 | Time: 4534.63 ms [2021-10-03 14:18:35 main:574] : INFO : Epoch 1758 | loss: 0.0311169 | val_loss: 0.031175 | Time: 4485.87 ms [2021-10-03 14:18:40 main:574] : INFO : Epoch 1759 | loss: 0.0311189 | val_loss: 0.0311735 | Time: 4521.83 ms [2021-10-03 14:18:44 main:574] : INFO : Epoch 1760 | loss: 0.0311194 | val_loss: 0.0311753 | Time: 4495.46 ms [2021-10-03 14:18:49 main:574] : INFO : Epoch 1761 | loss: 0.0311189 | val_loss: 0.0311763 | Time: 4548.26 ms [2021-10-03 14:18:53 main:574] : INFO : Epoch 1762 | loss: 0.0311159 | val_loss: 0.0311733 | Time: 4635.22 ms [2021-10-03 14:18:58 main:574] : INFO : Epoch 1763 | loss: 0.0311166 | val_loss: 0.0311715 | Time: 4553.93 ms [2021-10-03 14:19:02 main:574] : INFO : Epoch 1764 | loss: 0.0311175 | val_loss: 0.0311712 | Time: 4454.7 ms [2021-10-03 14:19:07 main:574] : INFO : Epoch 1765 | loss: 0.0311205 | val_loss: 0.0311703 | Time: 4564.7 ms [2021-10-03 14:19:12 main:574] : INFO : Epoch 1766 | loss: 0.0311171 | val_loss: 0.0311743 | Time: 4549.2 ms [2021-10-03 14:19:16 main:574] : INFO : Epoch 1767 | loss: 0.031127 | val_loss: 0.0311693 | Time: 4425.21 ms [2021-10-03 14:19:20 main:574] : INFO : Epoch 1768 | loss: 0.0311256 | val_loss: 0.0311784 | Time: 4432.41 ms [2021-10-03 14:19:25 main:574] : INFO : Epoch 1769 | loss: 0.0311225 | val_loss: 0.0311719 | Time: 4437.73 ms [2021-10-03 14:19:29 main:574] : INFO : Epoch 1770 | loss: 0.0311235 | val_loss: 0.0311708 | Time: 4475.5 ms [2021-10-03 14:19:34 main:574] : INFO : Epoch 1771 | loss: 0.0311247 | val_loss: 0.0311811 | Time: 4457.72 ms [2021-10-03 14:19:38 main:574] : INFO : Epoch 1772 | loss: 0.0311255 | val_loss: 0.0311774 | Time: 4454.09 ms [2021-10-03 14:19:43 main:574] : INFO : Epoch 1773 | loss: 0.0311261 | val_loss: 0.0311708 | Time: 4469.57 ms [2021-10-03 14:19:47 main:574] : INFO : Epoch 1774 | loss: 0.0311237 | val_loss: 0.0311663 | Time: 4439.92 ms [2021-10-03 14:19:52 main:574] : INFO : Epoch 1775 | loss: 0.0311239 | val_loss: 0.0311735 | Time: 4481.48 ms [2021-10-03 14:19:56 main:574] : INFO : Epoch 1776 | loss: 0.031129 | val_loss: 0.0311712 | Time: 4531.97 ms [2021-10-03 14:20:01 main:574] : INFO : Epoch 1777 | loss: 0.0311296 | val_loss: 0.0311693 | Time: 4431.64 ms [2021-10-03 14:20:05 main:574] : INFO : Epoch 1778 | loss: 0.0311264 | val_loss: 0.031168 | Time: 4486.45 ms [2021-10-03 14:20:10 main:574] : INFO : Epoch 1779 | loss: 0.0311257 | val_loss: 0.0311686 | Time: 4396.12 ms [2021-10-03 14:20:14 main:574] : INFO : Epoch 1780 | loss: 0.0311292 | val_loss: 0.031169 | Time: 4492.64 ms [2021-10-03 14:20:19 main:574] : INFO : Epoch 1781 | loss: 0.0311278 | val_loss: 0.0311755 | Time: 4508.8 ms [2021-10-03 14:20:23 main:574] : INFO : Epoch 1782 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 4428.75 ms [2021-10-03 14:20:28 main:574] : INFO : Epoch 1783 | loss: 0.031159 | val_loss: 0.0311733 | Time: 4443.42 ms [2021-10-03 14:20:32 main:574] : INFO : Epoch 1784 | loss: 0.0311553 | val_loss: 0.031167 | Time: 4552.83 ms [2021-10-03 14:20:36 main:574] : INFO : Epoch 1785 | loss: 0.031149 | val_loss: 0.0311684 | Time: 4386.97 ms [2021-10-03 14:20:41 main:574] : INFO : Epoch 1786 | loss: 0.0311469 | val_loss: 0.0311671 | Time: 4426.25 ms [2021-10-03 14:20:45 main:574] : INFO : Epoch 1787 | loss: 0.0311469 | val_loss: 0.0311732 | Time: 4516.17 ms [2021-10-03 14:20:50 main:574] : INFO : Epoch 1788 | loss: 0.0311436 | val_loss: 0.0311681 | Time: 4529.31 ms [2021-10-03 14:20:54 main:574] : INFO : Epoch 1789 | loss: 0.0311451 | val_loss: 0.0311712 | Time: 4414.18 ms [2021-10-03 14:20:59 main:574] : INFO : Epoch 1790 | loss: 0.0311439 | val_loss: 0.0311692 | Time: 4319.9 ms [2021-10-03 14:21:03 main:574] : INFO : Epoch 1791 | loss: 0.0311401 | val_loss: 0.031164 | Time: 4466.37 ms [2021-10-03 14:21:08 main:574] : INFO : Epoch 1792 | loss: 0.0311375 | val_loss: 0.0311686 | Time: 4456.88 ms [2021-10-03 14:21:12 main:574] : INFO : Epoch 1793 | loss: 0.0311402 | val_loss: 0.0311853 | Time: 4504 ms [2021-10-03 14:21:17 main:574] : INFO : Epoch 1794 | loss: 0.0311425 | val_loss: 0.0311687 | Time: 4503.53 ms [2021-10-03 14:21:21 main:574] : INFO : Epoch 1795 | loss: 0.0311371 | val_loss: 0.0311813 | Time: 4471.37 ms [2021-10-03 14:21:26 main:574] : INFO : Epoch 1796 | loss: 0.0311398 | val_loss: 0.0311716 | Time: 4445.61 ms [2021-10-03 14:21:30 main:574] : INFO : Epoch 1797 | loss: 0.0311364 | val_loss: 0.0311741 | Time: 4438.61 ms [2021-10-03 14:21:35 main:574] : INFO : Epoch 1798 | loss: 0.0311365 | val_loss: 0.0311706 | Time: 4520.69 ms [2021-10-03 14:21:39 main:574] : INFO : Epoch 1799 | loss: 0.0311353 | val_loss: 0.0311739 | Time: 4437.3 ms [2021-10-03 14:21:44 main:574] : INFO : Epoch 1800 | loss: 0.0311345 | val_loss: 0.0311762 | Time: 4471.84 ms [2021-10-03 14:21:48 main:574] : INFO : Epoch 1801 | loss: 0.031137 | val_loss: 0.0311738 | Time: 4450.69 ms [2021-10-03 14:21:52 main:574] : INFO : Epoch 1802 | loss: 0.0311368 | val_loss: 0.0311718 | Time: 4519.19 ms [2021-10-03 14:21:57 main:574] : INFO : Epoch 1803 | loss: 0.0311332 | val_loss: 0.0311681 | Time: 4441.22 ms [2021-10-03 14:22:01 main:574] : INFO : Epoch 1804 | loss: 0.031132 | val_loss: 0.0311748 | Time: 4545.24 ms [2021-10-03 14:22:06 main:574] : INFO : Epoch 1805 | loss: 0.0311335 | val_loss: 0.0311694 | Time: 4447.53 ms [2021-10-03 14:22:10 main:574] : INFO : Epoch 1806 | loss: 0.0311332 | val_loss: 0.0311714 | Time: 4525.21 ms [2021-10-03 14:22:15 main:574] : INFO : Epoch 1807 | loss: 0.0311322 | val_loss: 0.0311694 | Time: 4446.54 ms [2021-10-03 14:22:19 main:574] : INFO : Epoch 1808 | loss: 0.0311322 | val_loss: 0.0311699 | Time: 4398.47 ms [2021-10-03 14:22:24 main:574] : INFO : Epoch 1809 | loss: 0.0311331 | val_loss: 0.0311691 | Time: 4494.53 ms [2021-10-03 14:22:28 main:574] : INFO : Epoch 1810 | loss: 0.0311317 | val_loss: 0.0311682 | Time: 4485.39 ms [2021-10-03 14:22:33 main:574] : INFO : Epoch 1811 | loss: 0.031129 | val_loss: 0.0311701 | Time: 4439.18 ms [2021-10-03 14:22:37 main:574] : INFO : Epoch 1812 | loss: 0.0311304 | val_loss: 0.0311684 | Time: 4417.16 ms [2021-10-03 14:22:42 main:574] : INFO : Epoch 1813 | loss: 0.0311285 | val_loss: 0.0311675 | Time: 4477.54 ms [2021-10-03 14:22:46 main:574] : INFO : Epoch 1814 | loss: 0.0311274 | val_loss: 0.0311737 | Time: 4515.84 ms [2021-10-03 14:22:51 main:574] : INFO : Epoch 1815 | loss: 0.0311289 | val_loss: 0.0311697 | Time: 4495.31 ms [2021-10-03 14:22:55 main:574] : INFO : Epoch 1816 | loss: 0.0311337 | val_loss: 0.0311712 | Time: 4444.95 ms [2021-10-03 14:23:00 main:574] : INFO : Epoch 1817 | loss: 0.0311331 | val_loss: 0.0311696 | Time: 4443.62 ms [2021-10-03 14:23:04 main:574] : INFO : Epoch 1818 | loss: 0.0311324 | val_loss: 0.0311692 | Time: 4475.49 ms [2021-10-03 14:23:09 main:574] : INFO : Epoch 1819 | loss: 0.0311333 | val_loss: 0.0311658 | Time: 4479.27 ms [2021-10-03 14:23:13 main:574] : INFO : Epoch 1820 | loss: 0.0311304 | val_loss: 0.0311692 | Time: 4442.1 ms [2021-10-03 14:23:18 main:574] : INFO : Epoch 1821 | loss: 0.0311299 | val_loss: 0.0311631 | Time: 4487.39 ms [2021-10-03 14:23:22 main:574] : INFO : Epoch 1822 | loss: 0.0311349 | val_loss: 0.0311649 | Time: 4524.59 ms [2021-10-03 14:23:27 main:574] : INFO : Epoch 1823 | loss: 0.0311323 | val_loss: 0.0311659 | Time: 4470.27 ms [2021-10-03 14:23:31 main:574] : INFO : Epoch 1824 | loss: 0.0311315 | val_loss: 0.0311652 | Time: 4519.7 ms [2021-10-03 14:23:36 main:574] : INFO : Epoch 1825 | loss: 0.0311313 | val_loss: 0.0311675 | Time: 4511.2 ms [2021-10-03 14:23:40 main:574] : INFO : Epoch 1826 | loss: 0.031135 | val_loss: 0.0311699 | Time: 4496.44 ms [2021-10-03 14:23:45 main:574] : INFO : Epoch 1827 | loss: 0.031134 | val_loss: 0.0311724 | Time: 4512.4 ms [2021-10-03 14:23:49 main:574] : INFO : Epoch 1828 | loss: 0.0311363 | val_loss: 0.031166 | Time: 4495.08 ms [2021-10-03 14:23:54 main:574] : INFO : Epoch 1829 | loss: 0.0311364 | val_loss: 0.0311682 | Time: 4478.3 ms [2021-10-03 14:23:58 main:574] : INFO : Epoch 1830 | loss: 0.0311382 | val_loss: 0.0311689 | Time: 4428.43 ms [2021-10-03 14:24:02 main:574] : INFO : Epoch 1831 | loss: 0.0311332 | val_loss: 0.0311653 | Time: 4435.69 ms [2021-10-03 14:24:07 main:574] : INFO : Epoch 1832 | loss: 0.0311323 | val_loss: 0.031169 | Time: 4348.64 ms [2021-10-03 14:24:11 main:574] : INFO : Epoch 1833 | loss: 0.0311312 | val_loss: 0.0311715 | Time: 4381.64 ms [2021-10-03 14:24:16 main:574] : INFO : Epoch 1834 | loss: 0.0311328 | val_loss: 0.0311714 | Time: 4461.45 ms [2021-10-03 14:24:20 main:574] : INFO : Epoch 1835 | loss: 0.0311296 | val_loss: 0.0311696 | Time: 4500.93 ms [2021-10-03 14:24:25 main:574] : INFO : Epoch 1836 | loss: 0.0311293 | val_loss: 0.0311689 | Time: 4484.33 ms [2021-10-03 14:24:29 main:574] : INFO : Epoch 1837 | loss: 0.0311302 | val_loss: 0.0311765 | Time: 4480.63 ms [2021-10-03 14:24:34 main:574] : INFO : Epoch 1838 | loss: 0.0311309 | val_loss: 0.0311671 | Time: 4498.81 ms [2021-10-03 14:24:38 main:574] : INFO : Epoch 1839 | loss: 0.031129 | val_loss: 0.0311665 | Time: 4436.77 ms [2021-10-03 14:24:43 main:574] : INFO : Epoch 1840 | loss: 0.0311289 | val_loss: 0.0311723 | Time: 4480.59 ms [2021-10-03 14:24:47 main:574] : INFO : Epoch 1841 | loss: 0.0311268 | val_loss: 0.0311654 | Time: 4442.25 ms [2021-10-03 14:24:51 main:574] : INFO : Epoch 1842 | loss: 0.0311295 | val_loss: 0.0311747 | Time: 4439.11 ms [2021-10-03 14:24:56 main:574] : INFO : Epoch 1843 | loss: 0.0311351 | val_loss: 0.031172 | Time: 4385.78 ms [2021-10-03 14:25:00 main:574] : INFO : Epoch 1844 | loss: 0.0311356 | val_loss: 0.0311667 | Time: 4474.46 ms [2021-10-03 14:25:05 main:574] : INFO : Epoch 1845 | loss: 0.0311347 | val_loss: 0.0311643 | Time: 4485.12 ms [2021-10-03 14:25:09 main:574] : INFO : Epoch 1846 | loss: 0.0311313 | val_loss: 0.0311734 | Time: 4556.21 ms [2021-10-03 14:25:14 main:574] : INFO : Epoch 1847 | loss: 0.0311316 | val_loss: 0.0311669 | Time: 4488.04 ms [2021-10-03 14:25:18 main:574] : INFO : Epoch 1848 | loss: 0.0311288 | val_loss: 0.0311742 | Time: 4462.15 ms [2021-10-03 14:25:23 main:574] : INFO : Epoch 1849 | loss: 0.031128 | val_loss: 0.0311746 | Time: 4460.38 ms [2021-10-03 14:25:27 main:574] : INFO : Epoch 1850 | loss: 0.0311278 | val_loss: 0.0311682 | Time: 4445.91 ms [2021-10-03 14:25:32 main:574] : INFO : Epoch 1851 | loss: 0.0311272 | val_loss: 0.0311685 | Time: 4323.8 ms [2021-10-03 14:25:36 main:574] : INFO : Epoch 1852 | loss: 0.0311289 | val_loss: 0.0311688 | Time: 4553.23 ms [2021-10-03 14:25:41 main:574] : INFO : Epoch 1853 | loss: 0.0311299 | val_loss: 0.0311738 | Time: 4450.91 ms [2021-10-03 14:25:45 main:574] : INFO : Epoch 1854 | loss: 0.0311298 | val_loss: 0.0311666 | Time: 4569.41 ms [2021-10-03 14:25:50 main:574] : INFO : Epoch 1855 | loss: 0.0311267 | val_loss: 0.0311695 | Time: 4498.8 ms [2021-10-03 14:25:54 main:574] : INFO : Epoch 1856 | loss: 0.0311262 | val_loss: 0.0311743 | Time: 4442.04 ms [2021-10-03 14:25:59 main:574] : INFO : Epoch 1857 | loss: 0.0311282 | val_loss: 0.0311691 | Time: 4403.1 ms [2021-10-03 14:26:03 main:574] : INFO : Epoch 1858 | loss: 0.0311276 | val_loss: 0.0311817 | Time: 4279.9 ms [2021-10-03 14:26:07 main:574] : INFO : Epoch 1859 | loss: 0.0311281 | val_loss: 0.0311731 | Time: 4562.18 ms [2021-10-03 14:26:12 main:574] : INFO : Epoch 1860 | loss: 0.0311291 | val_loss: 0.0311728 | Time: 4609.28 ms [2021-10-03 14:26:17 main:574] : INFO : Epoch 1861 | loss: 0.0311274 | val_loss: 0.0311711 | Time: 4495.56 ms [2021-10-03 14:26:21 main:574] : INFO : Epoch 1862 | loss: 0.0311323 | val_loss: 0.0311966 | Time: 4501.41 ms [2021-10-03 14:26:26 main:574] : INFO : Epoch 1863 | loss: 0.0352166 | val_loss: 0.0325682 | Time: 4535.72 ms [2021-10-03 14:26:30 main:574] : INFO : Epoch 1864 | loss: 0.0355542 | val_loss: 0.0324398 | Time: 4556.96 ms [2021-10-03 14:26:35 main:574] : INFO : Epoch 1865 | loss: 0.0317154 | val_loss: 0.0312844 | Time: 4433.72 ms [2021-10-03 14:26:39 main:574] : INFO : Epoch 1866 | loss: 0.0312695 | val_loss: 0.0312126 | Time: 4490.62 ms [2021-10-03 14:26:44 main:574] : INFO : Epoch 1867 | loss: 0.0311963 | val_loss: 0.0311799 | Time: 4560.75 ms [2021-10-03 14:26:48 main:574] : INFO : Epoch 1868 | loss: 0.0311743 | val_loss: 0.0311731 | Time: 4444.67 ms [2021-10-03 14:26:53 main:574] : INFO : Epoch 1869 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 4511.27 ms [2021-10-03 14:26:57 main:574] : INFO : Epoch 1870 | loss: 0.0311645 | val_loss: 0.0311678 | Time: 4503.91 ms [2021-10-03 14:27:02 main:574] : INFO : Epoch 1871 | loss: 0.0311615 | val_loss: 0.0311659 | Time: 4526.15 ms [2021-10-03 14:27:06 main:574] : INFO : Epoch 1872 | loss: 0.0311594 | val_loss: 0.0311649 | Time: 4462.81 ms [2021-10-03 14:27:11 main:574] : INFO : Epoch 1873 | loss: 0.0311583 | val_loss: 0.0311638 | Time: 4592.28 ms [2021-10-03 14:27:15 main:574] : INFO : Epoch 1874 | loss: 0.0311574 | val_loss: 0.0311639 | Time: 4396.31 ms [2021-10-03 14:27:20 main:574] : INFO : Epoch 1875 | loss: 0.0311572 | val_loss: 0.0311647 | Time: 4527.25 ms [2021-10-03 14:27:24 main:574] : INFO : Epoch 1876 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 4630.75 ms [2021-10-03 14:27:29 main:574] : INFO : Epoch 1877 | loss: 0.031156 | val_loss: 0.0311632 | Time: 4464.63 ms [2021-10-03 14:27:33 main:574] : INFO : Epoch 1878 | loss: 0.0311551 | val_loss: 0.031164 | Time: 4409.85 ms [2021-10-03 14:27:38 main:574] : INFO : Epoch 1879 | loss: 0.0311544 | val_loss: 0.0311634 | Time: 4508.9 ms [2021-10-03 14:27:42 main:574] : INFO : Epoch 1880 | loss: 0.0311539 | val_loss: 0.0311633 | Time: 4492.52 ms [2021-10-03 14:27:47 main:574] : INFO : Epoch 1881 | loss: 0.0311539 | val_loss: 0.0311632 | Time: 4490.96 ms [2021-10-03 14:27:51 main:574] : INFO : Epoch 1882 | loss: 0.0311529 | val_loss: 0.0311631 | Time: 4239.61 ms [2021-10-03 14:27:55 main:574] : INFO : Epoch 1883 | loss: 0.0311527 | val_loss: 0.031163 | Time: 4427.99 ms [2021-10-03 14:28:00 main:574] : INFO : Epoch 1884 | loss: 0.0311524 | val_loss: 0.0311635 | Time: 4446.83 ms [2021-10-03 14:28:04 main:574] : INFO : Epoch 1885 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 4455.72 ms [2021-10-03 14:28:09 main:574] : INFO : Epoch 1886 | loss: 0.0311518 | val_loss: 0.0311635 | Time: 4554.22 ms [2021-10-03 14:28:13 main:574] : INFO : Epoch 1887 | loss: 0.0311518 | val_loss: 0.0311627 | Time: 4257.43 ms [2021-10-03 14:28:18 main:574] : INFO : Epoch 1888 | loss: 0.0311518 | val_loss: 0.0311629 | Time: 4504.9 ms [2021-10-03 14:28:22 main:574] : INFO : Epoch 1889 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 4489.1 ms [2021-10-03 14:28:26 main:574] : INFO : Epoch 1890 | loss: 0.0311521 | val_loss: 0.0311636 | Time: 4312.53 ms [2021-10-03 14:28:31 main:574] : INFO : Epoch 1891 | loss: 0.031152 | val_loss: 0.0311621 | Time: 4402.4 ms [2021-10-03 14:28:35 main:574] : INFO : Epoch 1892 | loss: 0.0311517 | val_loss: 0.031161 | Time: 4553.5 ms [2021-10-03 14:28:40 main:574] : INFO : Epoch 1893 | loss: 0.0311502 | val_loss: 0.0311613 | Time: 4367.2 ms [2021-10-03 14:28:44 main:574] : INFO : Epoch 1894 | loss: 0.0311498 | val_loss: 0.0311631 | Time: 4448 ms [2021-10-03 14:28:49 main:574] : INFO : Epoch 1895 | loss: 0.031151 | val_loss: 0.0311622 | Time: 4546.82 ms [2021-10-03 14:28:53 main:574] : INFO : Epoch 1896 | loss: 0.0311501 | val_loss: 0.0311614 | Time: 4470.34 ms [2021-10-03 14:28:58 main:574] : INFO : Epoch 1897 | loss: 0.0311487 | val_loss: 0.0311596 | Time: 4505.69 ms [2021-10-03 14:29:02 main:574] : INFO : Epoch 1898 | loss: 0.0311482 | val_loss: 0.0311609 | Time: 4383.02 ms [2021-10-03 14:29:07 main:574] : INFO : Epoch 1899 | loss: 0.0311477 | val_loss: 0.0311593 | Time: 4374.24 ms [2021-10-03 14:29:11 main:574] : INFO : Epoch 1900 | loss: 0.0311478 | val_loss: 0.0311602 | Time: 4496.86 ms [2021-10-03 14:29:16 main:574] : INFO : Epoch 1901 | loss: 0.0311479 | val_loss: 0.0311586 | Time: 4508.23 ms [2021-10-03 14:29:20 main:574] : INFO : Epoch 1902 | loss: 0.0311469 | val_loss: 0.0311596 | Time: 4389.17 ms [2021-10-03 14:29:24 main:574] : INFO : Epoch 1903 | loss: 0.0311478 | val_loss: 0.0311587 | Time: 4457.28 ms [2021-10-03 14:29:29 main:574] : INFO : Epoch 1904 | loss: 0.0311466 | val_loss: 0.0311565 | Time: 4399.09 ms [2021-10-03 14:29:33 main:574] : INFO : Epoch 1905 | loss: 0.0311454 | val_loss: 0.0311576 | Time: 4476.44 ms [2021-10-03 14:29:38 main:574] : INFO : Epoch 1906 | loss: 0.0311445 | val_loss: 0.0311566 | Time: 4464.17 ms [2021-10-03 14:29:42 main:574] : INFO : Epoch 1907 | loss: 0.0311455 | val_loss: 0.0311584 | Time: 4446.56 ms [2021-10-03 14:29:47 main:574] : INFO : Epoch 1908 | loss: 0.031146 | val_loss: 0.0311604 | Time: 4368.11 ms [2021-10-03 14:29:51 main:574] : INFO : Epoch 1909 | loss: 0.0311458 | val_loss: 0.03116 | Time: 4363.65 ms [2021-10-03 14:29:55 main:574] : INFO : Epoch 1910 | loss: 0.0311448 | val_loss: 0.0311618 | Time: 4466.33 ms [2021-10-03 14:30:00 main:574] : INFO : Epoch 1911 | loss: 0.0311447 | val_loss: 0.0311585 | Time: 4416.13 ms [2021-10-03 14:30:04 main:574] : INFO : Epoch 1912 | loss: 0.0311436 | val_loss: 0.0311589 | Time: 4372.24 ms [2021-10-03 14:30:09 main:574] : INFO : Epoch 1913 | loss: 0.0311428 | val_loss: 0.0311599 | Time: 4486.39 ms [2021-10-03 14:30:13 main:574] : INFO : Epoch 1914 | loss: 0.0311419 | val_loss: 0.0311605 | Time: 4521.74 ms [2021-10-03 14:30:18 main:574] : INFO : Epoch 1915 | loss: 0.0311414 | val_loss: 0.0311591 | Time: 4461.9 ms [2021-10-03 14:30:22 main:574] : INFO : Epoch 1916 | loss: 0.0311418 | val_loss: 0.0311588 | Time: 4538.28 ms [2021-10-03 14:30:27 main:574] : INFO : Epoch 1917 | loss: 0.0311411 | val_loss: 0.0311586 | Time: 4479.95 ms [2021-10-03 14:30:31 main:574] : INFO : Epoch 1918 | loss: 0.0311401 | val_loss: 0.0311581 | Time: 4334.09 ms [2021-10-03 14:30:36 main:574] : INFO : Epoch 1919 | loss: 0.0311395 | val_loss: 0.0311582 | Time: 4438.68 ms [2021-10-03 14:30:40 main:574] : INFO : Epoch 1920 | loss: 0.0311401 | val_loss: 0.0311595 | Time: 4500.34 ms [2021-10-03 14:30:44 main:574] : INFO : Epoch 1921 | loss: 0.0311407 | val_loss: 0.0311586 | Time: 4362.14 ms [2021-10-03 14:30:49 main:574] : INFO : Epoch 1922 | loss: 0.0311393 | val_loss: 0.0311598 | Time: 4557.03 ms [2021-10-03 14:30:53 main:574] : INFO : Epoch 1923 | loss: 0.0311376 | val_loss: 0.031159 | Time: 4331.47 ms [2021-10-03 14:30:58 main:574] : INFO : Epoch 1924 | loss: 0.031136 | val_loss: 0.0311598 | Time: 4516.23 ms [2021-10-03 14:31:02 main:574] : INFO : Epoch 1925 | loss: 0.0311354 | val_loss: 0.0311577 | Time: 4463.05 ms [2021-10-03 14:31:07 main:574] : INFO : Epoch 1926 | loss: 0.0311358 | val_loss: 0.0311609 | Time: 4431.67 ms [2021-10-03 14:31:11 main:574] : INFO : Epoch 1927 | loss: 0.0311352 | val_loss: 0.0311579 | Time: 4486.05 ms [2021-10-03 14:31:16 main:574] : INFO : Epoch 1928 | loss: 0.0311346 | val_loss: 0.0311639 | Time: 4553.26 ms [2021-10-03 14:31:20 main:574] : INFO : Epoch 1929 | loss: 0.0311348 | val_loss: 0.0311603 | Time: 4421.89 ms [2021-10-03 14:31:25 main:574] : INFO : Epoch 1930 | loss: 0.0311328 | val_loss: 0.0311619 | Time: 4472.03 ms [2021-10-03 14:31:29 main:574] : INFO : Epoch 1931 | loss: 0.0311323 | val_loss: 0.0311617 | Time: 4431.97 ms [2021-10-03 14:31:34 main:574] : INFO : Epoch 1932 | loss: 0.031133 | val_loss: 0.0311615 | Time: 4450.38 ms [2021-10-03 14:31:38 main:574] : INFO : Epoch 1933 | loss: 0.0311329 | val_loss: 0.0311649 | Time: 4504.47 ms [2021-10-03 14:31:43 main:574] : INFO : Epoch 1934 | loss: 0.0311349 | val_loss: 0.0311627 | Time: 4441.38 ms [2021-10-03 14:31:47 main:574] : INFO : Epoch 1935 | loss: 0.0311351 | val_loss: 0.0311626 | Time: 4374.11 ms [2021-10-03 14:31:52 main:574] : INFO : Epoch 1936 | loss: 0.0311327 | val_loss: 0.0311636 | Time: 4588.48 ms [2021-10-03 14:31:56 main:574] : INFO : Epoch 1937 | loss: 0.0311333 | val_loss: 0.0311642 | Time: 4499.39 ms [2021-10-03 14:32:01 main:574] : INFO : Epoch 1938 | loss: 0.0311354 | val_loss: 0.03116 | Time: 4474.38 ms [2021-10-03 14:32:05 main:574] : INFO : Epoch 1939 | loss: 0.031135 | val_loss: 0.0311642 | Time: 4474.05 ms [2021-10-03 14:32:09 main:574] : INFO : Epoch 1940 | loss: 0.0311354 | val_loss: 0.0311642 | Time: 4351.43 ms [2021-10-03 14:32:14 main:574] : INFO : Epoch 1941 | loss: 0.0311312 | val_loss: 0.0311636 | Time: 4456.6 ms [2021-10-03 14:32:18 main:574] : INFO : Epoch 1942 | loss: 0.0311314 | val_loss: 0.0311658 | Time: 4432.83 ms [2021-10-03 14:32:23 main:574] : INFO : Epoch 1943 | loss: 0.03113 | val_loss: 0.0311633 | Time: 4420.9 ms [2021-10-03 14:32:27 main:574] : INFO : Epoch 1944 | loss: 0.0311336 | val_loss: 0.0311649 | Time: 4463.95 ms [2021-10-03 14:32:32 main:574] : INFO : Epoch 1945 | loss: 0.0311356 | val_loss: 0.0311609 | Time: 4432.23 ms [2021-10-03 14:32:36 main:574] : INFO : Epoch 1946 | loss: 0.0311342 | val_loss: 0.0311606 | Time: 4390.14 ms [2021-10-03 14:32:40 main:574] : INFO : Epoch 1947 | loss: 0.0311358 | val_loss: 0.0311628 | Time: 4409.33 ms [2021-10-03 14:32:45 main:574] : INFO : Epoch 1948 | loss: 0.0311328 | val_loss: 0.0311618 | Time: 4411.84 ms [2021-10-03 14:32:49 main:574] : INFO : Epoch 1949 | loss: 0.0311319 | val_loss: 0.0311608 | Time: 4476.7 ms [2021-10-03 14:32:54 main:574] : INFO : Epoch 1950 | loss: 0.0311363 | val_loss: 0.0311658 | Time: 4423.95 ms [2021-10-03 14:32:58 main:574] : INFO : Epoch 1951 | loss: 0.0311387 | val_loss: 0.0311637 | Time: 4469.76 ms [2021-10-03 14:33:03 main:574] : INFO : Epoch 1952 | loss: 0.0311383 | val_loss: 0.0311633 | Time: 4459.71 ms [2021-10-03 14:33:07 main:574] : INFO : Epoch 1953 | loss: 0.0311353 | val_loss: 0.0311669 | Time: 4397.79 ms [2021-10-03 14:33:12 main:574] : INFO : Epoch 1954 | loss: 0.0311362 | val_loss: 0.031166 | Time: 4429.13 ms [2021-10-03 14:33:16 main:574] : INFO : Epoch 1955 | loss: 0.0311342 | val_loss: 0.0311646 | Time: 4434.81 ms [2021-10-03 14:33:21 main:574] : INFO : Epoch 1956 | loss: 0.0311336 | val_loss: 0.0311606 | Time: 4549.02 ms [2021-10-03 14:33:25 main:574] : INFO : Epoch 1957 | loss: 0.0311317 | val_loss: 0.0311626 | Time: 4405.99 ms [2021-10-03 14:33:29 main:574] : INFO : Epoch 1958 | loss: 0.0311292 | val_loss: 0.0311603 | Time: 4366.54 ms [2021-10-03 14:33:34 main:574] : INFO : Epoch 1959 | loss: 0.0311271 | val_loss: 0.0311622 | Time: 4539.45 ms [2021-10-03 14:33:38 main:574] : INFO : Epoch 1960 | loss: 0.0311295 | val_loss: 0.0311606 | Time: 4420.15 ms [2021-10-03 14:33:43 main:574] : INFO : Epoch 1961 | loss: 0.0311294 | val_loss: 0.0311598 | Time: 4495.98 ms [2021-10-03 14:33:48 main:574] : INFO : Epoch 1962 | loss: 0.0311278 | val_loss: 0.0311634 | Time: 4653.8 ms [2021-10-03 14:33:52 main:574] : INFO : Epoch 1963 | loss: 0.0311276 | val_loss: 0.0311671 | Time: 4535.89 ms [2021-10-03 14:33:57 main:574] : INFO : Epoch 1964 | loss: 0.0311289 | val_loss: 0.0311611 | Time: 4579.1 ms [2021-10-03 14:34:01 main:574] : INFO : Epoch 1965 | loss: 0.0311274 | val_loss: 0.0311647 | Time: 4636.26 ms [2021-10-03 14:34:06 main:574] : INFO : Epoch 1966 | loss: 0.0311275 | val_loss: 0.031162 | Time: 4441.16 ms [2021-10-03 14:34:10 main:574] : INFO : Epoch 1967 | loss: 0.0311261 | val_loss: 0.0311599 | Time: 4478.99 ms [2021-10-03 14:34:15 main:574] : INFO : Epoch 1968 | loss: 0.031126 | val_loss: 0.0311636 | Time: 4448.17 ms [2021-10-03 14:34:19 main:574] : INFO : Epoch 1969 | loss: 0.0311307 | val_loss: 0.0311657 | Time: 4417.57 ms [2021-10-03 14:34:24 main:574] : INFO : Epoch 1970 | loss: 0.0311282 | val_loss: 0.0311623 | Time: 4550.37 ms [2021-10-03 14:34:28 main:574] : INFO : Epoch 1971 | loss: 0.0311271 | val_loss: 0.0311651 | Time: 4498.14 ms [2021-10-03 14:34:33 main:574] : INFO : Epoch 1972 | loss: 0.031126 | val_loss: 0.0311602 | Time: 4471.64 ms [2021-10-03 14:34:37 main:574] : INFO : Epoch 1973 | loss: 0.0311263 | val_loss: 0.0311631 | Time: 4538.49 ms [2021-10-03 14:34:42 main:574] : INFO : Epoch 1974 | loss: 0.0311281 | val_loss: 0.0311624 | Time: 4626.81 ms [2021-10-03 14:34:46 main:574] : INFO : Epoch 1975 | loss: 0.0311283 | val_loss: 0.0311613 | Time: 4451.6 ms [2021-10-03 14:34:51 main:574] : INFO : Epoch 1976 | loss: 0.0311302 | val_loss: 0.031161 | Time: 4480.24 ms [2021-10-03 14:34:55 main:574] : INFO : Epoch 1977 | loss: 0.0311297 | val_loss: 0.0311701 | Time: 4572.73 ms [2021-10-03 14:35:00 main:574] : INFO : Epoch 1978 | loss: 0.0311295 | val_loss: 0.0311668 | Time: 4524.36 ms [2021-10-03 14:35:04 main:574] : INFO : Epoch 1979 | loss: 0.0311274 | val_loss: 0.031164 | Time: 4504.43 ms [2021-10-03 14:35:09 main:574] : INFO : Epoch 1980 | loss: 0.0311266 | val_loss: 0.0311627 | Time: 4490.13 ms [2021-10-03 14:35:13 main:574] : INFO : Epoch 1981 | loss: 0.0311255 | val_loss: 0.031169 | Time: 4588.19 ms [2021-10-03 14:35:18 main:574] : INFO : Epoch 1982 | loss: 0.0311243 | val_loss: 0.0311672 | Time: 4528.9 ms [2021-10-03 14:35:23 main:574] : INFO : Epoch 1983 | loss: 0.0311239 | val_loss: 0.0311674 | Time: 4560.04 ms [2021-10-03 14:35:27 main:574] : INFO : Epoch 1984 | loss: 0.0311245 | val_loss: 0.0311681 | Time: 4629.27 ms [2021-10-03 14:35:32 main:574] : INFO : Epoch 1985 | loss: 0.0311246 | val_loss: 0.0311678 | Time: 4498.24 ms [2021-10-03 14:35:36 main:574] : INFO : Epoch 1986 | loss: 0.0311249 | val_loss: 0.0311647 | Time: 4510.75 ms [2021-10-03 14:35:41 main:574] : INFO : Epoch 1987 | loss: 0.0311255 | val_loss: 0.0311688 | Time: 4536.14 ms [2021-10-03 14:35:45 main:574] : INFO : Epoch 1988 | loss: 0.0311248 | val_loss: 0.0311681 | Time: 4426 ms [2021-10-03 14:35:50 main:574] : INFO : Epoch 1989 | loss: 0.031124 | val_loss: 0.0311692 | Time: 4425.42 ms [2021-10-03 14:35:54 main:574] : INFO : Epoch 1990 | loss: 0.0311241 | val_loss: 0.0311652 | Time: 4363.04 ms [2021-10-03 14:35:58 main:574] : INFO : Epoch 1991 | loss: 0.0311252 | val_loss: 0.0311642 | Time: 4442.12 ms [2021-10-03 14:36:03 main:574] : INFO : Epoch 1992 | loss: 0.0311222 | val_loss: 0.0311679 | Time: 4428.44 ms [2021-10-03 14:36:07 main:574] : INFO : Epoch 1993 | loss: 0.0311229 | val_loss: 0.0311638 | Time: 4359.13 ms [2021-10-03 14:36:12 main:574] : INFO : Epoch 1994 | loss: 0.0311224 | val_loss: 0.0311652 | Time: 4378.25 ms [2021-10-03 14:36:16 main:574] : INFO : Epoch 1995 | loss: 0.0311228 | val_loss: 0.0311676 | Time: 4410.47 ms [2021-10-03 14:36:20 main:574] : INFO : Epoch 1996 | loss: 0.0311235 | val_loss: 0.0311639 | Time: 4359.6 ms [2021-10-03 14:36:25 main:574] : INFO : Epoch 1997 | loss: 0.0311269 | val_loss: 0.0311605 | Time: 4464.51 ms [2021-10-03 14:36:29 main:574] : INFO : Epoch 1998 | loss: 0.0311227 | val_loss: 0.0311617 | Time: 4393.04 ms [2021-10-03 14:36:34 main:574] : INFO : Epoch 1999 | loss: 0.0311236 | val_loss: 0.0311635 | Time: 4435.36 ms [2021-10-03 14:36:38 main:574] : INFO : Epoch 2000 | loss: 0.0311284 | val_loss: 0.0311619 | Time: 4522.27 ms [2021-10-03 14:36:43 main:574] : INFO : Epoch 2001 | loss: 0.0311285 | val_loss: 0.0311632 | Time: 4481.53 ms [2021-10-03 14:36:47 main:574] : INFO : Epoch 2002 | loss: 0.031129 | val_loss: 0.0311619 | Time: 4467.07 ms [2021-10-03 14:36:52 main:574] : INFO : Epoch 2003 | loss: 0.0311269 | val_loss: 0.0311681 | Time: 4421.32 ms [2021-10-03 14:36:56 main:574] : INFO : Epoch 2004 | loss: 0.0311264 | val_loss: 0.0311642 | Time: 4433.65 ms [2021-10-03 14:37:01 main:574] : INFO : Epoch 2005 | loss: 0.0311244 | val_loss: 0.0311677 | Time: 4532.86 ms [2021-10-03 14:37:05 main:574] : INFO : Epoch 2006 | loss: 0.0311259 | val_loss: 0.0311653 | Time: 4502.35 ms [2021-10-03 14:37:10 main:574] : INFO : Epoch 2007 | loss: 0.031129 | val_loss: 0.0311726 | Time: 4553.36 ms [2021-10-03 14:37:14 main:574] : INFO : Epoch 2008 | loss: 0.0311531 | val_loss: 0.0311693 | Time: 4301.88 ms [2021-10-03 14:37:18 main:574] : INFO : Epoch 2009 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 4456.49 ms [2021-10-03 14:37:23 main:574] : INFO : Epoch 2010 | loss: 0.0311603 | val_loss: 0.0311715 | Time: 4525.83 ms [2021-10-03 14:37:27 main:574] : INFO : Epoch 2011 | loss: 0.0311563 | val_loss: 0.0311646 | Time: 4461.5 ms [2021-10-03 14:37:32 main:574] : INFO : Epoch 2012 | loss: 0.0311524 | val_loss: 0.0311611 | Time: 4431.48 ms [2021-10-03 14:37:37 main:574] : INFO : Epoch 2013 | loss: 0.0311501 | val_loss: 0.0311628 | Time: 4599.08 ms [2021-10-03 14:37:41 main:574] : INFO : Epoch 2014 | loss: 0.031148 | val_loss: 0.0311606 | Time: 4390.88 ms [2021-10-03 14:37:45 main:574] : INFO : Epoch 2015 | loss: 0.0311457 | val_loss: 0.0311614 | Time: 4456.34 ms [2021-10-03 14:37:50 main:574] : INFO : Epoch 2016 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 4407.7 ms [2021-10-03 14:37:54 main:574] : INFO : Epoch 2017 | loss: 0.0311423 | val_loss: 0.0311638 | Time: 4420.06 ms [2021-10-03 14:37:59 main:574] : INFO : Epoch 2018 | loss: 0.0311437 | val_loss: 0.0311654 | Time: 4394.59 ms [2021-10-03 14:38:03 main:574] : INFO : Epoch 2019 | loss: 0.0311416 | val_loss: 0.0311624 | Time: 4372.25 ms [2021-10-03 14:38:07 main:574] : INFO : Epoch 2020 | loss: 0.0311397 | val_loss: 0.0311592 | Time: 4417.43 ms [2021-10-03 14:38:12 main:574] : INFO : Epoch 2021 | loss: 0.0311416 | val_loss: 0.0311591 | Time: 4456.5 ms [2021-10-03 14:38:16 main:574] : INFO : Epoch 2022 | loss: 0.0311414 | val_loss: 0.0311653 | Time: 4493.95 ms [2021-10-03 14:38:21 main:574] : INFO : Epoch 2023 | loss: 0.0311384 | val_loss: 0.0311634 | Time: 4382.43 ms [2021-10-03 14:38:25 main:574] : INFO : Epoch 2024 | loss: 0.0311356 | val_loss: 0.0311611 | Time: 4451.07 ms [2021-10-03 14:38:30 main:574] : INFO : Epoch 2025 | loss: 0.0311352 | val_loss: 0.0311637 | Time: 4487.12 ms [2021-10-03 14:38:34 main:574] : INFO : Epoch 2026 | loss: 0.0311397 | val_loss: 0.0311666 | Time: 4441.35 ms [2021-10-03 14:38:39 main:574] : INFO : Epoch 2027 | loss: 0.0311383 | val_loss: 0.0311638 | Time: 4381.85 ms [2021-10-03 14:38:43 main:574] : INFO : Epoch 2028 | loss: 0.0311376 | val_loss: 0.031164 | Time: 4383.87 ms [2021-10-03 14:38:48 main:574] : INFO : Epoch 2029 | loss: 0.0311367 | val_loss: 0.0311636 | Time: 4533.68 ms [2021-10-03 14:38:52 main:574] : INFO : Epoch 2030 | loss: 0.031138 | val_loss: 0.0311645 | Time: 4259.4 ms [2021-10-03 14:38:56 main:574] : INFO : Epoch 2031 | loss: 0.0311364 | val_loss: 0.0311732 | Time: 4422.35 ms [2021-10-03 14:39:01 main:574] : INFO : Epoch 2032 | loss: 0.0311487 | val_loss: 0.0311676 | Time: 4431.26 ms [2021-10-03 14:39:05 main:574] : INFO : Epoch 2033 | loss: 0.0311472 | val_loss: 0.031166 | Time: 4405.97 ms [2021-10-03 14:39:10 main:574] : INFO : Epoch 2034 | loss: 0.0311441 | val_loss: 0.0311666 | Time: 4451.7 ms [2021-10-03 14:39:14 main:574] : INFO : Epoch 2035 | loss: 0.0311409 | val_loss: 0.0311693 | Time: 4451.41 ms [2021-10-03 14:39:19 main:574] : INFO : Epoch 2036 | loss: 0.0311394 | val_loss: 0.0311653 | Time: 4582.3 ms [2021-10-03 14:39:23 main:574] : INFO : Epoch 2037 | loss: 0.0311388 | val_loss: 0.0311689 | Time: 4553.04 ms [2021-10-03 14:39:28 main:574] : INFO : Epoch 2038 | loss: 0.0311369 | val_loss: 0.0311713 | Time: 4524.99 ms [2021-10-03 14:39:32 main:574] : INFO : Epoch 2039 | loss: 0.0311348 | val_loss: 0.031166 | Time: 4473.59 ms [2021-10-03 14:39:37 main:574] : INFO : Epoch 2040 | loss: 0.0311378 | val_loss: 0.0311666 | Time: 4445.44 ms [2021-10-03 14:39:41 main:574] : INFO : Epoch 2041 | loss: 0.0311358 | val_loss: 0.0311665 | Time: 4484.32 ms [2021-10-03 14:39:46 main:574] : INFO : Epoch 2042 | loss: 0.0311366 | val_loss: 0.0311713 | Time: 4583.99 ms [2021-10-03 14:39:50 main:574] : INFO : Epoch 2043 | loss: 0.031138 | val_loss: 0.0311716 | Time: 4520.88 ms [2021-10-03 14:39:55 main:574] : INFO : Epoch 2044 | loss: 0.0311375 | val_loss: 0.0311651 | Time: 4517.18 ms [2021-10-03 14:39:59 main:574] : INFO : Epoch 2045 | loss: 0.0311354 | val_loss: 0.031163 | Time: 4536.42 ms [2021-10-03 14:40:04 main:574] : INFO : Epoch 2046 | loss: 0.0311354 | val_loss: 0.0311599 | Time: 4526.87 ms [2021-10-03 14:40:08 main:574] : INFO : Epoch 2047 | loss: 0.0311403 | val_loss: 0.0311766 | Time: 4534.06 ms [2021-10-03 14:40:13 main:574] : INFO : Epoch 2048 | loss: 0.0311714 | val_loss: 0.0311856 | Time: 4643 ms [2021-10-03 14:40:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311856 [2021-10-03 14:40:13 main:603] : INFO : Saving end state to config to file [2021-10-03 14:40:13 main:608] : INFO : Success, exiting.. 14:40:13 (20616): 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)