Task 5747994
| Name | ParityMachine-1624824119-31854-3_0 |
| Workunit | 3579671 |
| Created | 10 Jul 2021, 1:35:03 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 17 Jul 2021, 5:13:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 13 min 28 sec |
| CPU time | 1 hours 13 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.56 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0312534 | val_loss: 0.0312535 | Time: 1898.86 ms [2021-07-17 06:02:02 main:581] : INFO : Epoch 1584 | loss: 0.0312517 | val_loss: 0.0312499 | Time: 1745.5 ms [2021-07-17 06:02:04 main:581] : INFO : Epoch 1585 | loss: 0.0312499 | val_loss: 0.031252 | Time: 1829.98 ms [2021-07-17 06:02:06 main:581] : INFO : Epoch 1586 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1971.82 ms [2021-07-17 06:02:08 main:581] : INFO : Epoch 1587 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1996.26 ms [2021-07-17 06:02:10 main:581] : INFO : Epoch 1588 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1954.78 ms [2021-07-17 06:02:12 main:581] : INFO : Epoch 1589 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2051.52 ms [2021-07-17 06:02:14 main:581] : INFO : Epoch 1590 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 2036.57 ms [2021-07-17 06:02:16 main:581] : INFO : Epoch 1591 | loss: 0.0312496 | val_loss: 0.031249 | Time: 2034.14 ms [2021-07-17 06:02:18 main:581] : INFO : Epoch 1592 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1967.45 ms [2021-07-17 06:02:20 main:581] : INFO : Epoch 1593 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2022.92 ms [2021-07-17 06:02:22 main:581] : INFO : Epoch 1594 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 2036.81 ms [2021-07-17 06:02:24 main:581] : INFO : Epoch 1595 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1970.63 ms [2021-07-17 06:02:26 main:581] : INFO : Epoch 1596 | loss: 0.0312498 | val_loss: 0.031252 | Time: 1979.45 ms [2021-07-17 06:02:28 main:581] : INFO : Epoch 1597 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1976.34 ms [2021-07-17 06:02:30 main:581] : INFO : Epoch 1598 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2046.15 ms [2021-07-17 06:02:32 main:581] : INFO : Epoch 1599 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1968.34 ms [2021-07-17 06:02:34 main:581] : INFO : Epoch 1600 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1890.53 ms [2021-07-17 06:02:36 main:581] : INFO : Epoch 1601 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2185.08 ms [2021-07-17 06:02:39 main:581] : INFO : Epoch 1602 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2591.96 ms [2021-07-17 06:02:41 main:581] : INFO : Epoch 1603 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 2015.13 ms [2021-07-17 06:02:43 main:581] : INFO : Epoch 1604 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2023.79 ms [2021-07-17 06:02:45 main:581] : INFO : Epoch 1605 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2016.52 ms [2021-07-17 06:02:47 main:581] : INFO : Epoch 1606 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2043.94 ms [2021-07-17 06:02:49 main:581] : INFO : Epoch 1607 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2040.72 ms [2021-07-17 06:02:51 main:581] : INFO : Epoch 1608 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2068.38 ms [2021-07-17 06:02:53 main:581] : INFO : Epoch 1609 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 2255.61 ms [2021-07-17 06:02:56 main:581] : INFO : Epoch 1610 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2453.11 ms [2021-07-17 06:02:58 main:581] : INFO : Epoch 1611 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2418.66 ms [2021-07-17 06:03:00 main:581] : INFO : Epoch 1612 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 2389.71 ms [2021-07-17 06:03:03 main:581] : INFO : Epoch 1613 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2415.31 ms [2021-07-17 06:03:05 main:581] : INFO : Epoch 1614 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2463.41 ms [2021-07-17 06:03:08 main:581] : INFO : Epoch 1615 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 2360.03 ms [2021-07-17 06:03:10 main:581] : INFO : Epoch 1616 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 2309.74 ms [2021-07-17 06:03:12 main:581] : INFO : Epoch 1617 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2382.67 ms [2021-07-17 06:03:15 main:581] : INFO : Epoch 1618 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2408.07 ms [2021-07-17 06:03:17 main:581] : INFO : Epoch 1619 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2416.5 ms [2021-07-17 06:03:19 main:581] : INFO : Epoch 1620 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2209.09 ms [2021-07-17 06:03:22 main:581] : INFO : Epoch 1621 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2264.38 ms [2021-07-17 06:03:24 main:581] : INFO : Epoch 1622 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2275.95 ms [2021-07-17 06:03:26 main:581] : INFO : Epoch 1623 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2229.6 ms [2021-07-17 06:03:28 main:581] : INFO : Epoch 1624 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2317.07 ms [2021-07-17 06:03:31 main:581] : INFO : Epoch 1625 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2295.56 ms [2021-07-17 06:03:33 main:581] : INFO : Epoch 1626 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2284.33 ms [2021-07-17 06:03:35 main:581] : INFO : Epoch 1627 | loss: 0.03125 | val_loss: 0.0312493 | Time: 2248.51 ms [2021-07-17 06:03:37 main:581] : INFO : Epoch 1628 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2191.46 ms [2021-07-17 06:03:41 main:581] : INFO : Epoch 1629 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3454.55 ms [2021-07-17 06:03:44 main:581] : INFO : Epoch 1630 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3024.1 ms [2021-07-17 06:03:46 main:581] : INFO : Epoch 1631 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2547.69 ms [2021-07-17 06:03:49 main:581] : INFO : Epoch 1632 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 2198.28 ms [2021-07-17 06:03:51 main:581] : INFO : Epoch 1633 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2242.88 ms [2021-07-17 06:03:53 main:581] : INFO : Epoch 1634 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2298.44 ms [2021-07-17 06:03:56 main:581] : INFO : Epoch 1635 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 2312.18 ms [2021-07-17 06:03:58 main:581] : INFO : Epoch 1636 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2315.26 ms [2021-07-17 06:04:00 main:581] : INFO : Epoch 1637 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2153.03 ms [2021-07-17 06:04:02 main:581] : INFO : Epoch 1638 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2208.4 ms [2021-07-17 06:04:05 main:581] : INFO : Epoch 1639 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2320.89 ms [2021-07-17 06:04:07 main:581] : INFO : Epoch 1640 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2330.07 ms [2021-07-17 06:04:09 main:581] : INFO : Epoch 1641 | loss: 0.0312501 | val_loss: 0.0312526 | Time: 1974.03 ms [2021-07-17 06:04:11 main:581] : INFO : Epoch 1642 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1878.35 ms [2021-07-17 06:04:13 main:581] : INFO : Epoch 1643 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1857.18 ms [2021-07-17 06:04:14 main:581] : INFO : Epoch 1644 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1860.44 ms [2021-07-17 06:04:16 main:581] : INFO : Epoch 1645 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 1888.42 ms [2021-07-17 06:04:18 main:581] : INFO : Epoch 1646 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1951.56 ms [2021-07-17 06:04:20 main:581] : INFO : Epoch 1647 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1911.91 ms [2021-07-17 06:04:22 main:581] : INFO : Epoch 1648 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1905.29 ms [2021-07-17 06:04:24 main:581] : INFO : Epoch 1649 | loss: 0.031252 | val_loss: 0.0312522 | Time: 1761.81 ms [2021-07-17 06:04:26 main:581] : INFO : Epoch 1650 | loss: 0.0312548 | val_loss: 0.0312579 | Time: 1763.16 ms [2021-07-17 06:04:28 main:581] : INFO : Epoch 1651 | loss: 0.0312557 | val_loss: 0.0312566 | Time: 1971.8 ms [2021-07-17 06:04:29 main:581] : INFO : Epoch 1652 | loss: 0.0312541 | val_loss: 0.03125 | Time: 1697.55 ms [2021-07-17 06:04:31 main:581] : INFO : Epoch 1653 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1784.84 ms [2021-07-17 06:04:33 main:581] : INFO : Epoch 1654 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1878.36 ms [2021-07-17 06:04:35 main:581] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1969.95 ms [2021-07-17 06:04:37 main:581] : INFO : Epoch 1656 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 1990.72 ms [2021-07-17 06:04:39 main:581] : INFO : Epoch 1657 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 2016.51 ms [2021-07-17 06:04:41 main:581] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.031251 | Time: 1982.31 ms [2021-07-17 06:04:43 main:581] : INFO : Epoch 1659 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1991.35 ms [2021-07-17 06:04:45 main:581] : INFO : Epoch 1660 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1975.92 ms [2021-07-17 06:04:47 main:581] : INFO : Epoch 1661 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 1838.58 ms [2021-07-17 06:04:49 main:581] : INFO : Epoch 1662 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 2035.21 ms [2021-07-17 06:04:52 main:581] : INFO : Epoch 1663 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2807.78 ms [2021-07-17 06:04:55 main:581] : INFO : Epoch 1664 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 3259 ms [2021-07-17 06:04:57 main:581] : INFO : Epoch 1665 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2590.54 ms [2021-07-17 06:05:00 main:581] : INFO : Epoch 1666 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2919.75 ms [2021-07-17 06:05:03 main:581] : INFO : Epoch 1667 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 2816.98 ms [2021-07-17 06:05:06 main:581] : INFO : Epoch 1668 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 2887.88 ms [2021-07-17 06:05:09 main:581] : INFO : Epoch 1669 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2737 ms [2021-07-17 06:05:11 main:581] : INFO : Epoch 1670 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1942.92 ms [2021-07-17 06:05:13 main:581] : INFO : Epoch 1671 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1812.81 ms [2021-07-17 06:05:14 main:581] : INFO : Epoch 1672 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 1824.6 ms [2021-07-17 06:05:17 main:581] : INFO : Epoch 1673 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2267.86 ms [2021-07-17 06:05:20 main:581] : INFO : Epoch 1674 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2984.79 ms [2021-07-17 06:05:23 main:581] : INFO : Epoch 1675 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3513.03 ms [2021-07-17 06:05:27 main:581] : INFO : Epoch 1676 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3592.28 ms SIGSEGV: segmentation violation Stack trace (22 frames): free(): corrupted unsorted chunks SIGABRT: abort called Stack trace (24 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x557db86a8f9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f28f672a730] /lib/x86_64-linux-gnu/libc.so.6(gsignal+0x10b)[0x7f28780427bb] /lib/x86_64-linux-gnu/libc.so.6(abort+0x121)[0x7f287802d535] /lib/x86_64-linux-gnu/libc.so.6(+0x79508)[0x7f2878084508] /lib/x86_64-linux-gnu/libc.so.6(+0x7fc1a)[0x7f287808ac1a] /lib/x86_64-linux-gnu/libc.so.6(+0x818a2)[0x7f287808c8a2] /lib64/ld-linux-x86-64.so.2(+0x1409e)[0x7f28f69ce09e] /lib64/ld-linux-x86-64.so.2(+0x1486e)[0x7f28f69ce86e] /lib/x86_64-linux-gnu/libc.so.6(_dl_catch_exception+0x6f)[0x7f287813fb2f] /lib/x86_64-linux-gnu/libc.so.6(_dl_catch_error+0x2f)[0x7f287813fbbf] /lib/x86_64-linux-gnu/libdl.so.2(+0x1975)[0x7f28f62f3975] /lib/x86_64-linux-gnu/libdl.so.2(dlclose+0x24)[0x7f28f62f3364] ./libtorch_cuda.so(+0x850c31)[0x7f2878e4dc31] /lib/x86_64-linux-gnu/libc.so.6(+0x39d8c)[0x7f2878044d8c] /lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7f2878044eba] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x557db86a4b25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x557db86a4bee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7f28f672a730] /lib/x86_64-linux-gnu/libc.so.6(accept4+0x4d)[0x7f2878105ddd] /lib/x86_64-linux-gnu/libcuda.so.1(+0x1e54a3)[0x7f285a8384a3] /lib/x86_64-linux-gnu/libcuda.so.1(+0x287606)[0x7f285a8da606] /lib/x86_64-linux-gnu/libpthread.so.0(+0x7fa3)[0x7f28f671ffa3] /lib/x86_64-linux-gnu/libc.so.6(clone+0x3f)[0x7f28781044cf] Exiting... DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce RTX 2080 Ti) [2021-07-17 07:00:06 main:442] : INFO : Set logging level to 1 [2021-07-17 07:00:06 main:448] : INFO : Running in BOINC Client mode [2021-07-17 07:00:06 main:451] : INFO : Resolving all filenames [2021-07-17 07:00:06 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-17 07:00:06 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624824119-31854-3_0_r1082079050_1 (exists = 1) [2021-07-17 07:00:06 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624824119-31854-3_0_r1082079050_0 (exists = 0) [2021-07-17 07:00:06 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624824119-31854-3 (exists = 1) [2021-07-17 07:00:06 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-17 07:00:06 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-17 07:00:06 main:481] : INFO : Configuration: [2021-07-17 07:00:06 main:482] : INFO : Model type: GRU [2021-07-17 07:00:06 main:483] : INFO : Validation Loss Threshold: 0.0001 [2021-07-17 07:00:06 main:484] : INFO : Max Epochs: 2048 [2021-07-17 07:00:06 main:485] : INFO : Batch Size: 128 [2021-07-17 07:00:06 main:486] : INFO : Learning Rate: 0.01 [2021-07-17 07:00:06 main:487] : INFO : Patience: 10 [2021-07-17 07:00:06 main:488] : INFO : Hidden Width: 12 [2021-07-17 07:00:06 main:489] : INFO : # Recurrent Layers: 4 [2021-07-17 07:00:06 main:490] : INFO : # Backend Layers: 4 [2021-07-17 07:00:06 main:491] : INFO : # Threads: 1 [2021-07-17 07:00:06 main:493] : INFO : Preparing Dataset [2021-07-17 07:00:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 07:00:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 07:00:09 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-17 07:00:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 07:00:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 07:00:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-17 07:00:10 main:501] : INFO : Creating Model [2021-07-17 07:00:10 main:514] : INFO : Preparing config file [2021-07-17 07:00:10 main:518] : INFO : Found checkpoint, attempting to load... [2021-07-17 07:00:10 main:519] : INFO : Loading config [2021-07-17 07:00:10 main:521] : INFO : Loading state [2021-07-17 07:00:11 main:566] : INFO : Loading DataLoader into Memory [2021-07-17 07:00:11 main:569] : INFO : Starting Training [2021-07-17 07:00:15 main:581] : INFO : Epoch 1677 | loss: 0.0312731 | val_loss: 0.0312528 | Time: 4203.6 ms [2021-07-17 07:00:17 main:581] : INFO : Epoch 1678 | loss: 0.0312519 | val_loss: 0.0312494 | Time: 1930.13 ms [2021-07-17 07:00:19 main:581] : INFO : Epoch 1679 | loss: 0.0312472 | val_loss: 0.0312396 | Time: 1972.98 ms [2021-07-17 07:00:21 main:581] : INFO : Epoch 1680 | loss: 0.0312417 | val_loss: 0.0312336 | Time: 1948.24 ms [2021-07-17 07:00:23 main:581] : INFO : Epoch 1681 | loss: 0.03122 | val_loss: 0.0312039 | Time: 2080.91 ms [2021-07-17 07:00:25 main:581] : INFO : Epoch 1682 | loss: 0.0311968 | val_loss: 0.0311899 | Time: 1892.36 ms [2021-07-17 07:00:26 main:581] : INFO : Epoch 1683 | loss: 0.0311914 | val_loss: 0.0311939 | Time: 1677.98 ms [2021-07-17 07:00:28 main:581] : INFO : Epoch 1684 | loss: 0.0311866 | val_loss: 0.0311809 | Time: 1924.5 ms [2021-07-17 07:00:30 main:581] : INFO : Epoch 1685 | loss: 0.0311783 | val_loss: 0.0311755 | Time: 2113.18 ms [2021-07-17 07:00:32 main:581] : INFO : Epoch 1686 | loss: 0.0311745 | val_loss: 0.0311769 | Time: 2079.94 ms [2021-07-17 07:00:35 main:581] : INFO : Epoch 1687 | loss: 0.0311752 | val_loss: 0.0311732 | Time: 2105.45 ms [2021-07-17 07:00:37 main:581] : INFO : Epoch 1688 | loss: 0.0311737 | val_loss: 0.0311718 | Time: 2022.55 ms [2021-07-17 07:00:40 main:581] : INFO : Epoch 1689 | loss: 0.0311697 | val_loss: 0.0311686 | Time: 2975.88 ms [2021-07-17 07:00:42 main:581] : INFO : Epoch 1690 | loss: 0.0311672 | val_loss: 0.0311657 | Time: 2012.88 ms [2021-07-17 07:00:44 main:581] : INFO : Epoch 1691 | loss: 0.0311653 | val_loss: 0.0311679 | Time: 2029.8 ms [2021-07-17 07:00:46 main:581] : INFO : Epoch 1692 | loss: 0.0311631 | val_loss: 0.0311648 | Time: 2011.42 ms [2021-07-17 07:00:48 main:581] : INFO : Epoch 1693 | loss: 0.031159 | val_loss: 0.031163 | Time: 1885.25 ms [2021-07-17 07:00:49 main:581] : INFO : Epoch 1694 | loss: 0.0311575 | val_loss: 0.0311669 | Time: 1838.35 ms [2021-07-17 07:00:52 main:581] : INFO : Epoch 1695 | loss: 0.0311559 | val_loss: 0.0311637 | Time: 2428.09 ms [2021-07-17 07:00:54 main:581] : INFO : Epoch 1696 | loss: 0.0311556 | val_loss: 0.031161 | Time: 1965.61 ms [2021-07-17 07:00:56 main:581] : INFO : Epoch 1697 | loss: 0.0311542 | val_loss: 0.031167 | Time: 1909.83 ms [2021-07-17 07:00:58 main:581] : INFO : Epoch 1698 | loss: 0.0311524 | val_loss: 0.0311593 | Time: 1983.98 ms [2021-07-17 07:01:00 main:581] : INFO : Epoch 1699 | loss: 0.0311505 | val_loss: 0.0311592 | Time: 2084.05 ms [2021-07-17 07:01:02 main:581] : INFO : Epoch 1700 | loss: 0.0311521 | val_loss: 0.0311614 | Time: 2092.01 ms [2021-07-17 07:01:04 main:581] : INFO : Epoch 1701 | loss: 0.0311538 | val_loss: 0.0311617 | Time: 2518.58 ms [2021-07-17 07:01:06 main:581] : INFO : Epoch 1702 | loss: 0.031149 | val_loss: 0.0311592 | Time: 2035.48 ms [2021-07-17 07:01:08 main:581] : INFO : Epoch 1703 | loss: 0.0311481 | val_loss: 0.0311633 | Time: 1902.37 ms [2021-07-17 07:01:10 main:581] : INFO : Epoch 1704 | loss: 0.0311481 | val_loss: 0.0311703 | Time: 1905.61 ms [2021-07-17 07:01:12 main:581] : INFO : Epoch 1705 | loss: 0.0311496 | val_loss: 0.0311628 | Time: 1773.6 ms [2021-07-17 07:01:14 main:581] : INFO : Epoch 1706 | loss: 0.0311455 | val_loss: 0.031159 | Time: 1969.51 ms [2021-07-17 07:01:16 main:581] : INFO : Epoch 1707 | loss: 0.0311445 | val_loss: 0.0311618 | Time: 2031.58 ms [2021-07-17 07:01:18 main:581] : INFO : Epoch 1708 | loss: 0.0311466 | val_loss: 0.0311769 | Time: 2066.25 ms [2021-07-17 07:01:20 main:581] : INFO : Epoch 1709 | loss: 0.0311483 | val_loss: 0.0311656 | Time: 1921.27 ms [2021-07-17 07:01:22 main:581] : INFO : Epoch 1710 | loss: 0.0311445 | val_loss: 0.0311621 | Time: 1879.71 ms [2021-07-17 07:01:24 main:581] : INFO : Epoch 1711 | loss: 0.031141 | val_loss: 0.0311627 | Time: 2098.56 ms [2021-07-17 07:01:26 main:581] : INFO : Epoch 1712 | loss: 0.0311417 | val_loss: 0.0311622 | Time: 1967.8 ms [2021-07-17 07:01:28 main:581] : INFO : Epoch 1713 | loss: 0.0311399 | val_loss: 0.0311621 | Time: 2015.48 ms [2021-07-17 07:01:30 main:581] : INFO : Epoch 1714 | loss: 0.0311416 | val_loss: 0.0311636 | Time: 1956.02 ms [2021-07-17 07:01:32 main:581] : INFO : Epoch 1715 | loss: 0.0311422 | val_loss: 0.0311684 | Time: 2034.18 ms [2021-07-17 07:01:34 main:581] : INFO : Epoch 1716 | loss: 0.0311435 | val_loss: 0.0311618 | Time: 1972.46 ms [2021-07-17 07:01:36 main:581] : INFO : Epoch 1717 | loss: 0.0311424 | val_loss: 0.0311586 | Time: 1955.15 ms [2021-07-17 07:01:38 main:581] : INFO : Epoch 1718 | loss: 0.0311399 | val_loss: 0.0311695 | Time: 2040.72 ms [2021-07-17 07:01:40 main:581] : INFO : Epoch 1719 | loss: 0.0311405 | val_loss: 0.0311566 | Time: 2063.4 ms [2021-07-17 07:01:42 main:581] : INFO : Epoch 1720 | loss: 0.0311378 | val_loss: 0.0311679 | Time: 2182.42 ms [2021-07-17 07:01:44 main:581] : INFO : Epoch 1721 | loss: 0.0311394 | val_loss: 0.0311585 | Time: 1986.83 ms [2021-07-17 07:01:46 main:581] : INFO : Epoch 1722 | loss: 0.0311361 | val_loss: 0.0311608 | Time: 1965.46 ms [2021-07-17 07:01:48 main:581] : INFO : Epoch 1723 | loss: 0.0311347 | val_loss: 0.0311574 | Time: 1989.85 ms [2021-07-17 07:01:50 main:581] : INFO : Epoch 1724 | loss: 0.031134 | val_loss: 0.0311628 | Time: 2008.04 ms [2021-07-17 07:01:52 main:581] : INFO : Epoch 1725 | loss: 0.0311344 | val_loss: 0.0311639 | Time: 1932.15 ms [2021-07-17 07:01:54 main:581] : INFO : Epoch 1726 | loss: 0.0311333 | val_loss: 0.0311609 | Time: 1823.34 ms [2021-07-17 07:01:56 main:581] : INFO : Epoch 1727 | loss: 0.0311331 | val_loss: 0.0311618 | Time: 1904.22 ms [2021-07-17 07:01:58 main:581] : INFO : Epoch 1728 | loss: 0.0311315 | val_loss: 0.0311605 | Time: 1962.65 ms [2021-07-17 07:02:00 main:581] : INFO : Epoch 1729 | loss: 0.031133 | val_loss: 0.0311653 | Time: 2029.46 ms [2021-07-17 07:02:02 main:581] : INFO : Epoch 1730 | loss: 0.031134 | val_loss: 0.0311693 | Time: 1962.17 ms [2021-07-17 07:02:04 main:581] : INFO : Epoch 1731 | loss: 0.0311331 | val_loss: 0.0311628 | Time: 1887.89 ms [2021-07-17 07:02:06 main:581] : INFO : Epoch 1732 | loss: 0.0311339 | val_loss: 0.0311717 | Time: 2096.14 ms [2021-07-17 07:02:08 main:581] : INFO : Epoch 1733 | loss: 0.0311305 | val_loss: 0.0311582 | Time: 2294.52 ms [2021-07-17 07:02:10 main:581] : INFO : Epoch 1734 | loss: 0.0311293 | val_loss: 0.0311606 | Time: 2081.73 ms [2021-07-17 07:02:12 main:581] : INFO : Epoch 1735 | loss: 0.0311286 | val_loss: 0.0311654 | Time: 2065.29 ms [2021-07-17 07:02:14 main:581] : INFO : Epoch 1736 | loss: 0.0311282 | val_loss: 0.0311726 | Time: 2035.81 ms [2021-07-17 07:02:16 main:581] : INFO : Epoch 1737 | loss: 0.0311309 | val_loss: 0.031172 | Time: 1971.13 ms [2021-07-17 07:02:18 main:581] : INFO : Epoch 1738 | loss: 0.0311279 | val_loss: 0.0311642 | Time: 1904 ms [2021-07-17 07:02:20 main:581] : INFO : Epoch 1739 | loss: 0.031127 | val_loss: 0.0311626 | Time: 1725.34 ms [2021-07-17 07:02:22 main:581] : INFO : Epoch 1740 | loss: 0.0311333 | val_loss: 0.0311625 | Time: 1753.12 ms [2021-07-17 07:02:23 main:581] : INFO : Epoch 1741 | loss: 0.0311315 | val_loss: 0.0311625 | Time: 1767.96 ms [2021-07-17 07:02:25 main:581] : INFO : Epoch 1742 | loss: 0.0311292 | val_loss: 0.0311643 | Time: 2077.75 ms [2021-07-17 07:02:27 main:581] : INFO : Epoch 1743 | loss: 0.0311272 | val_loss: 0.0311655 | Time: 2050.53 ms [2021-07-17 07:02:29 main:581] : INFO : Epoch 1744 | loss: 0.0311265 | val_loss: 0.0311683 | Time: 2043.94 ms [2021-07-17 07:02:32 main:581] : INFO : Epoch 1745 | loss: 0.0311244 | val_loss: 0.0311663 | Time: 2061.72 ms [2021-07-17 07:02:34 main:581] : INFO : Epoch 1746 | loss: 0.0311252 | val_loss: 0.0311681 | Time: 1988.53 ms [2021-07-17 07:02:36 main:581] : INFO : Epoch 1747 | loss: 0.0311238 | val_loss: 0.0311778 | Time: 1998.24 ms [2021-07-17 07:02:38 main:581] : INFO : Epoch 1748 | loss: 0.0311264 | val_loss: 0.0311774 | Time: 2190.58 ms [2021-07-17 07:02:39 main:581] : INFO : Epoch 1749 | loss: 0.031129 | val_loss: 0.0311687 | Time: 1759.8 ms [2021-07-17 07:02:41 main:581] : INFO : Epoch 1750 | loss: 0.0311247 | val_loss: 0.0311713 | Time: 1926.88 ms [2021-07-17 07:02:44 main:581] : INFO : Epoch 1751 | loss: 0.0311284 | val_loss: 0.0311675 | Time: 2350.1 ms [2021-07-17 07:02:46 main:581] : INFO : Epoch 1752 | loss: 0.0311257 | val_loss: 0.0311667 | Time: 2091.56 ms [2021-07-17 07:02:48 main:581] : INFO : Epoch 1753 | loss: 0.0311243 | val_loss: 0.0311688 | Time: 2163.23 ms [2021-07-17 07:02:50 main:581] : INFO : Epoch 1754 | loss: 0.0311239 | val_loss: 0.0311679 | Time: 1988.52 ms [2021-07-17 07:02:52 main:581] : INFO : Epoch 1755 | loss: 0.0311222 | val_loss: 0.0311732 | Time: 1979.98 ms [2021-07-17 07:02:54 main:581] : INFO : Epoch 1756 | loss: 0.0311256 | val_loss: 0.0311753 | Time: 2051.27 ms [2021-07-17 07:02:56 main:581] : INFO : Epoch 1757 | loss: 0.0311243 | val_loss: 0.0311726 | Time: 1962.66 ms [2021-07-17 07:02:58 main:581] : INFO : Epoch 1758 | loss: 0.0311212 | val_loss: 0.0311739 | Time: 1954.35 ms [2021-07-17 07:03:00 main:581] : INFO : Epoch 1759 | loss: 0.0311185 | val_loss: 0.0311663 | Time: 2053.89 ms [2021-07-17 07:03:02 main:581] : INFO : Epoch 1760 | loss: 0.0311177 | val_loss: 0.0311724 | Time: 2057.19 ms [2021-07-17 07:03:04 main:581] : INFO : Epoch 1761 | loss: 0.0311209 | val_loss: 0.0311718 | Time: 1901.47 ms [2021-07-17 07:03:06 main:581] : INFO : Epoch 1762 | loss: 0.0311263 | val_loss: 0.03117 | Time: 2028.03 ms [2021-07-17 07:03:08 main:581] : INFO : Epoch 1763 | loss: 0.0311265 | val_loss: 0.031173 | Time: 1994.65 ms [2021-07-17 07:03:10 main:581] : INFO : Epoch 1764 | loss: 0.0311243 | val_loss: 0.0311718 | Time: 1990.95 ms [2021-07-17 07:03:12 main:581] : INFO : Epoch 1765 | loss: 0.0311217 | val_loss: 0.0311695 | Time: 1781.92 ms [2021-07-17 07:03:13 main:581] : INFO : Epoch 1766 | loss: 0.0311202 | val_loss: 0.0311667 | Time: 1682.54 ms [2021-07-17 07:03:15 main:581] : INFO : Epoch 1767 | loss: 0.0311171 | val_loss: 0.0311731 | Time: 1979.35 ms [2021-07-17 07:03:17 main:581] : INFO : Epoch 1768 | loss: 0.0311159 | val_loss: 0.0311709 | Time: 1891.16 ms [2021-07-17 07:03:19 main:581] : INFO : Epoch 1769 | loss: 0.0311137 | val_loss: 0.0311786 | Time: 1917.35 ms [2021-07-17 07:03:21 main:581] : INFO : Epoch 1770 | loss: 0.0311135 | val_loss: 0.0311713 | Time: 2058.48 ms [2021-07-17 07:03:23 main:581] : INFO : Epoch 1771 | loss: 0.0311134 | val_loss: 0.0311764 | Time: 1962.03 ms [2021-07-17 07:03:25 main:581] : INFO : Epoch 1772 | loss: 0.0311169 | val_loss: 0.0311792 | Time: 1999.85 ms [2021-07-17 07:03:27 main:581] : INFO : Epoch 1773 | loss: 0.0311154 | val_loss: 0.0311766 | Time: 2011.15 ms [2021-07-17 07:03:29 main:581] : INFO : Epoch 1774 | loss: 0.0311124 | val_loss: 0.0311793 | Time: 2040.61 ms [2021-07-17 07:03:31 main:581] : INFO : Epoch 1775 | loss: 0.0311139 | val_loss: 0.0311737 | Time: 1974.47 ms [2021-07-17 07:03:33 main:581] : INFO : Epoch 1776 | loss: 0.0311166 | val_loss: 0.0311806 | Time: 1971.55 ms [2021-07-17 07:03:35 main:581] : INFO : Epoch 1777 | loss: 0.0311143 | val_loss: 0.0311681 | Time: 1986.65 ms [2021-07-17 07:03:37 main:581] : INFO : Epoch 1778 | loss: 0.0311148 | val_loss: 0.0311901 | Time: 2136.7 ms [2021-07-17 07:03:39 main:581] : INFO : Epoch 1779 | loss: 0.0311167 | val_loss: 0.0311911 | Time: 1984.99 ms [2021-07-17 07:03:41 main:581] : INFO : Epoch 1780 | loss: 0.0311147 | val_loss: 0.0311711 | Time: 1928.88 ms [2021-07-17 07:03:43 main:581] : INFO : Epoch 1781 | loss: 0.0311135 | val_loss: 0.0311645 | Time: 1965.42 ms [2021-07-17 07:03:45 main:581] : INFO : Epoch 1782 | loss: 0.0311183 | val_loss: 0.0311812 | Time: 2051.62 ms [2021-07-17 07:03:47 main:581] : INFO : Epoch 1783 | loss: 0.0311127 | val_loss: 0.0311719 | Time: 2062.55 ms [2021-07-17 07:03:49 main:581] : INFO : Epoch 1784 | loss: 0.0311127 | val_loss: 0.031181 | Time: 2076.08 ms [2021-07-17 07:03:52 main:581] : INFO : Epoch 1785 | loss: 0.0311098 | val_loss: 0.0311706 | Time: 2403.13 ms [2021-07-17 07:03:54 main:581] : INFO : Epoch 1786 | loss: 0.0311102 | val_loss: 0.0311878 | Time: 1924.62 ms [2021-07-17 07:03:55 main:581] : INFO : Epoch 1787 | loss: 0.0311117 | val_loss: 0.0311786 | Time: 1733.58 ms [2021-07-17 07:03:58 main:581] : INFO : Epoch 1788 | loss: 0.0311149 | val_loss: 0.031179 | Time: 2506.2 ms [2021-07-17 07:04:00 main:581] : INFO : Epoch 1789 | loss: 0.0311095 | val_loss: 0.0311778 | Time: 2245.51 ms [2021-07-17 07:04:02 main:581] : INFO : Epoch 1790 | loss: 0.0311078 | val_loss: 0.0311777 | Time: 1752.68 ms [2021-07-17 07:04:04 main:581] : INFO : Epoch 1791 | loss: 0.0311057 | val_loss: 0.0311799 | Time: 1957.75 ms [2021-07-17 07:04:06 main:581] : INFO : Epoch 1792 | loss: 0.0311057 | val_loss: 0.0311842 | Time: 2150.77 ms [2021-07-17 07:04:09 main:581] : INFO : Epoch 1793 | loss: 0.0311101 | val_loss: 0.0311888 | Time: 2756.21 ms [2021-07-17 07:04:11 main:581] : INFO : Epoch 1794 | loss: 0.0311079 | val_loss: 0.031196 | Time: 2063.6 ms [2021-07-17 07:04:13 main:581] : INFO : Epoch 1795 | loss: 0.0311056 | val_loss: 0.0311798 | Time: 2030.28 ms [2021-07-17 07:04:15 main:581] : INFO : Epoch 1796 | loss: 0.0311071 | val_loss: 0.0311765 | Time: 1728.18 ms [2021-07-17 07:04:16 main:581] : INFO : Epoch 1797 | loss: 0.0311073 | val_loss: 0.0311785 | Time: 1712.81 ms [2021-07-17 07:04:18 main:581] : INFO : Epoch 1798 | loss: 0.0311066 | val_loss: 0.0311773 | Time: 1934 ms [2021-07-17 07:04:20 main:581] : INFO : Epoch 1799 | loss: 0.0311055 | val_loss: 0.0311842 | Time: 1953.6 ms [2021-07-17 07:04:22 main:581] : INFO : Epoch 1800 | loss: 0.0311026 | val_loss: 0.0311912 | Time: 2063.9 ms [2021-07-17 07:04:24 main:581] : INFO : Epoch 1801 | loss: 0.0311026 | val_loss: 0.0311909 | Time: 2020.08 ms [2021-07-17 07:04:26 main:581] : INFO : Epoch 1802 | loss: 0.0311092 | val_loss: 0.0311871 | Time: 2099.33 ms [2021-07-17 07:04:28 main:581] : INFO : Epoch 1803 | loss: 0.0311085 | val_loss: 0.0311782 | Time: 1996.15 ms [2021-07-17 07:04:30 main:581] : INFO : Epoch 1804 | loss: 0.0311027 | val_loss: 0.0311841 | Time: 1865.72 ms [2021-07-17 07:04:32 main:581] : INFO : Epoch 1805 | loss: 0.0311064 | val_loss: 0.0311783 | Time: 1881.11 ms [2021-07-17 07:04:34 main:581] : INFO : Epoch 1806 | loss: 0.0311065 | val_loss: 0.031184 | Time: 1999.06 ms [2021-07-17 07:04:36 main:581] : INFO : Epoch 1807 | loss: 0.0311098 | val_loss: 0.0311798 | Time: 2054.65 ms [2021-07-17 07:04:38 main:581] : INFO : Epoch 1808 | loss: 0.0311121 | val_loss: 0.0311728 | Time: 2069.52 ms [2021-07-17 07:04:40 main:581] : INFO : Epoch 1809 | loss: 0.0311107 | val_loss: 0.0311808 | Time: 1919.01 ms [2021-07-17 07:04:42 main:581] : INFO : Epoch 1810 | loss: 0.0311045 | val_loss: 0.0311968 | Time: 1740.06 ms [2021-07-17 07:04:44 main:581] : INFO : Epoch 1811 | loss: 0.0311036 | val_loss: 0.0311912 | Time: 2020.77 ms [2021-07-17 07:04:46 main:581] : INFO : Epoch 1812 | loss: 0.0310978 | val_loss: 0.0311886 | Time: 2166.22 ms [2021-07-17 07:04:48 main:581] : INFO : Epoch 1813 | loss: 0.0310996 | val_loss: 0.031177 | Time: 2047.5 ms [2021-07-17 07:04:50 main:581] : INFO : Epoch 1814 | loss: 0.0311005 | val_loss: 0.0311887 | Time: 1995.33 ms [2021-07-17 07:04:52 main:581] : INFO : Epoch 1815 | loss: 0.0311063 | val_loss: 0.0311763 | Time: 2018.77 ms [2021-07-17 07:04:54 main:581] : INFO : Epoch 1816 | loss: 0.0311145 | val_loss: 0.031181 | Time: 2016.59 ms [2021-07-17 07:04:56 main:581] : INFO : Epoch 1817 | loss: 0.0311101 | val_loss: 0.0311866 | Time: 1921.23 ms [2021-07-17 07:04:58 main:581] : INFO : Epoch 1818 | loss: 0.031105 | val_loss: 0.0311871 | Time: 1748.01 ms [2021-07-17 07:05:00 main:581] : INFO : Epoch 1819 | loss: 0.0311027 | val_loss: 0.031193 | Time: 1977.25 ms [2021-07-17 07:05:02 main:581] : INFO : Epoch 1820 | loss: 0.0311096 | val_loss: 0.0311807 | Time: 2491.11 ms [2021-07-17 07:05:04 main:581] : INFO : Epoch 1821 | loss: 0.0311125 | val_loss: 0.0311839 | Time: 1957.89 ms [2021-07-17 07:05:06 main:581] : INFO : Epoch 1822 | loss: 0.0311039 | val_loss: 0.0311865 | Time: 2003.45 ms [2021-07-17 07:05:08 main:581] : INFO : Epoch 1823 | loss: 0.031105 | val_loss: 0.0311881 | Time: 2033.34 ms [2021-07-17 07:05:10 main:581] : INFO : Epoch 1824 | loss: 0.0311059 | val_loss: 0.0311728 | Time: 2000.35 ms [2021-07-17 07:05:12 main:581] : INFO : Epoch 1825 | loss: 0.0311017 | val_loss: 0.0311828 | Time: 1959.93 ms [2021-07-17 07:05:14 main:581] : INFO : Epoch 1826 | loss: 0.0311138 | val_loss: 0.0311874 | Time: 1914.24 ms [2021-07-17 07:05:16 main:581] : INFO : Epoch 1827 | loss: 0.0311068 | val_loss: 0.0311833 | Time: 1994.18 ms [2021-07-17 07:05:19 main:581] : INFO : Epoch 1828 | loss: 0.0311011 | val_loss: 0.0311884 | Time: 2347.32 ms [2021-07-17 07:05:21 main:581] : INFO : Epoch 1829 | loss: 0.0311043 | val_loss: 0.0311795 | Time: 2039.46 ms [2021-07-17 07:05:24 main:581] : INFO : Epoch 1830 | loss: 0.03111 | val_loss: 0.0311892 | Time: 2944.46 ms [2021-07-17 07:05:26 main:581] : INFO : Epoch 1831 | loss: 0.0311085 | val_loss: 0.0311994 | Time: 2028.48 ms [2021-07-17 07:05:28 main:581] : INFO : Epoch 1832 | loss: 0.0311003 | val_loss: 0.0311906 | Time: 1930.14 ms [2021-07-17 07:05:30 main:581] : INFO : Epoch 1833 | loss: 0.0310992 | val_loss: 0.0311973 | Time: 1943.28 ms [2021-07-17 07:05:31 main:581] : INFO : Epoch 1834 | loss: 0.0310954 | val_loss: 0.0311894 | Time: 1926.68 ms [2021-07-17 07:05:33 main:581] : INFO : Epoch 1835 | loss: 0.0311001 | val_loss: 0.0311861 | Time: 2019.15 ms [2021-07-17 07:05:35 main:581] : INFO : Epoch 1836 | loss: 0.0311024 | val_loss: 0.031185 | Time: 1910.39 ms [2021-07-17 07:05:39 main:581] : INFO : Epoch 1837 | loss: 0.0311016 | val_loss: 0.0311855 | Time: 3261.51 ms [2021-07-17 07:05:42 main:581] : INFO : Epoch 1838 | loss: 0.0311011 | val_loss: 0.0311907 | Time: 2929.2 ms [2021-07-17 07:05:45 main:581] : INFO : Epoch 1839 | loss: 0.0310976 | val_loss: 0.0311874 | Time: 3378.29 ms [2021-07-17 07:05:48 main:581] : INFO : Epoch 1840 | loss: 0.0310974 | val_loss: 0.0311823 | Time: 3466.78 ms [2021-07-17 07:05:51 main:581] : INFO : Epoch 1841 | loss: 0.0310962 | val_loss: 0.0311824 | Time: 2911.56 ms [2021-07-17 07:05:54 main:581] : INFO : Epoch 1842 | loss: 0.0310969 | val_loss: 0.0311849 | Time: 2899.26 ms [2021-07-17 07:05:56 main:581] : INFO : Epoch 1843 | loss: 0.0310949 | val_loss: 0.0311943 | Time: 2229.9 ms [2021-07-17 07:05:58 main:581] : INFO : Epoch 1844 | loss: 0.0311 | val_loss: 0.0311756 | Time: 1977.65 ms [2021-07-17 07:06:00 main:581] : INFO : Epoch 1845 | loss: 0.0311188 | val_loss: 0.0311887 | Time: 1928.15 ms [2021-07-17 07:06:02 main:581] : INFO : Epoch 1846 | loss: 0.0311123 | val_loss: 0.0311834 | Time: 1889.26 ms [2021-07-17 07:06:04 main:581] : INFO : Epoch 1847 | loss: 0.0311087 | val_loss: 0.0311854 | Time: 1869.19 ms [2021-07-17 07:06:06 main:581] : INFO : Epoch 1848 | loss: 0.0311052 | val_loss: 0.0311849 | Time: 1882.8 ms [2021-07-17 07:06:08 main:581] : INFO : Epoch 1849 | loss: 0.0311019 | val_loss: 0.0311804 | Time: 2071.07 ms [2021-07-17 07:06:10 main:581] : INFO : Epoch 1850 | loss: 0.0311027 | val_loss: 0.0311935 | Time: 2297.63 ms [2021-07-17 07:06:12 main:581] : INFO : Epoch 1851 | loss: 0.0311013 | val_loss: 0.0311834 | Time: 2066.85 ms [2021-07-17 07:06:14 main:581] : INFO : Epoch 1852 | loss: 0.0311016 | val_loss: 0.0311829 | Time: 1969.71 ms [2021-07-17 07:06:16 main:581] : INFO : Epoch 1853 | loss: 0.0311005 | val_loss: 0.0311843 | Time: 1884.01 ms [2021-07-17 07:06:18 main:581] : INFO : Epoch 1854 | loss: 0.0310977 | val_loss: 0.0311966 | Time: 1860.36 ms [2021-07-17 07:06:20 main:581] : INFO : Epoch 1855 | loss: 0.031106 | val_loss: 0.0311871 | Time: 1998.42 ms [2021-07-17 07:06:22 main:581] : INFO : Epoch 1856 | loss: 0.0311029 | val_loss: 0.0311848 | Time: 2080.49 ms [2021-07-17 07:06:24 main:581] : INFO : Epoch 1857 | loss: 0.0311005 | val_loss: 0.031189 | Time: 1988.74 ms [2021-07-17 07:06:26 main:581] : INFO : Epoch 1858 | loss: 0.0310953 | val_loss: 0.0311868 | Time: 1915.82 ms [2021-07-17 07:06:28 main:581] : INFO : Epoch 1859 | loss: 0.0310943 | val_loss: 0.0311954 | Time: 1973.09 ms [2021-07-17 07:06:30 main:581] : INFO : Epoch 1860 | loss: 0.0310944 | val_loss: 0.0311989 | Time: 2055.2 ms [2021-07-17 07:06:32 main:581] : INFO : Epoch 1861 | loss: 0.0310903 | val_loss: 0.0311874 | Time: 1975.87 ms [2021-07-17 07:06:34 main:581] : INFO : Epoch 1862 | loss: 0.0310912 | val_loss: 0.0311891 | Time: 1981.66 ms [2021-07-17 07:06:36 main:581] : INFO : Epoch 1863 | loss: 0.0310941 | val_loss: 0.0311995 | Time: 1883.24 ms [2021-07-17 07:06:38 main:581] : INFO : Epoch 1864 | loss: 0.0310924 | val_loss: 0.0311875 | Time: 1686.22 ms [2021-07-17 07:06:40 main:581] : INFO : Epoch 1865 | loss: 0.0310942 | val_loss: 0.0311847 | Time: 1889.98 ms [2021-07-17 07:06:42 main:581] : INFO : Epoch 1866 | loss: 0.0310969 | val_loss: 0.0311906 | Time: 1938.51 ms [2021-07-17 07:06:44 main:581] : INFO : Epoch 1867 | loss: 0.0310998 | val_loss: 0.0311845 | Time: 2851.55 ms [2021-07-17 07:06:49 main:581] : INFO : Epoch 1868 | loss: 0.0311021 | val_loss: 0.0311866 | Time: 4317.33 ms [2021-07-17 07:06:52 main:581] : INFO : Epoch 1869 | loss: 0.0311274 | val_loss: 0.0311971 | Time: 3370.07 ms [2021-07-17 07:06:54 main:581] : INFO : Epoch 1870 | loss: 0.0311782 | val_loss: 0.0311868 | Time: 2009.98 ms [2021-07-17 07:06:56 main:581] : INFO : Epoch 1871 | loss: 0.0311717 | val_loss: 0.031179 | Time: 1780.9 ms [2021-07-17 07:06:58 main:581] : INFO : Epoch 1872 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 1978.34 ms [2021-07-17 07:07:00 main:581] : INFO : Epoch 1873 | loss: 0.0311577 | val_loss: 0.0311758 | Time: 1982.49 ms [2021-07-17 07:07:02 main:581] : INFO : Epoch 1874 | loss: 0.0311543 | val_loss: 0.0311704 | Time: 2018.46 ms [2021-07-17 07:07:04 main:581] : INFO : Epoch 1875 | loss: 0.0311511 | val_loss: 0.0311745 | Time: 2032.48 ms [2021-07-17 07:07:06 main:581] : INFO : Epoch 1876 | loss: 0.0311493 | val_loss: 0.0311687 | Time: 2033.77 ms [2021-07-17 07:07:08 main:581] : INFO : Epoch 1877 | loss: 0.0311454 | val_loss: 0.0311701 | Time: 1931.99 ms [2021-07-17 07:07:10 main:581] : INFO : Epoch 1878 | loss: 0.031142 | val_loss: 0.03117 | Time: 1892.03 ms [2021-07-17 07:07:12 main:581] : INFO : Epoch 1879 | loss: 0.0311412 | val_loss: 0.0311663 | Time: 2066.15 ms [2021-07-17 07:07:14 main:581] : INFO : Epoch 1880 | loss: 0.0311398 | val_loss: 0.0311652 | Time: 2110.21 ms [2021-07-17 07:07:16 main:581] : INFO : Epoch 1881 | loss: 0.0311383 | val_loss: 0.0311722 | Time: 1892.74 ms [2021-07-17 07:07:18 main:581] : INFO : Epoch 1882 | loss: 0.0311365 | val_loss: 0.0311694 | Time: 1997.85 ms [2021-07-17 07:07:20 main:581] : INFO : Epoch 1883 | loss: 0.0311331 | val_loss: 0.0311686 | Time: 2033.43 ms [2021-07-17 07:07:22 main:581] : INFO : Epoch 1884 | loss: 0.0311329 | val_loss: 0.031171 | Time: 2046.94 ms [2021-07-17 07:07:24 main:581] : INFO : Epoch 1885 | loss: 0.0311336 | val_loss: 0.0311753 | Time: 1990.01 ms [2021-07-17 07:07:26 main:581] : INFO : Epoch 1886 | loss: 0.031131 | val_loss: 0.0311752 | Time: 1902.45 ms [2021-07-17 07:07:28 main:581] : INFO : Epoch 1887 | loss: 0.0311349 | val_loss: 0.0311761 | Time: 1925.25 ms [2021-07-17 07:07:30 main:581] : INFO : Epoch 1888 | loss: 0.0311325 | val_loss: 0.0311726 | Time: 2052.24 ms [2021-07-17 07:07:32 main:581] : INFO : Epoch 1889 | loss: 0.0311274 | val_loss: 0.0311737 | Time: 2259.67 ms [2021-07-17 07:07:34 main:581] : INFO : Epoch 1890 | loss: 0.0311274 | val_loss: 0.0311758 | Time: 2046.36 ms [2021-07-17 07:07:36 main:581] : INFO : Epoch 1891 | loss: 0.0311308 | val_loss: 0.0311766 | Time: 2021.17 ms [2021-07-17 07:07:38 main:581] : INFO : Epoch 1892 | loss: 0.0311275 | val_loss: 0.0311734 | Time: 2001.21 ms [2021-07-17 07:07:40 main:581] : INFO : Epoch 1893 | loss: 0.0311271 | val_loss: 0.0311727 | Time: 1783.29 ms [2021-07-17 07:07:42 main:581] : INFO : Epoch 1894 | loss: 0.0311238 | val_loss: 0.0311747 | Time: 2597.22 ms [2021-07-17 07:07:45 main:581] : INFO : Epoch 1895 | loss: 0.0311236 | val_loss: 0.0311751 | Time: 2493.08 ms [2021-07-17 07:07:47 main:581] : INFO : Epoch 1896 | loss: 0.0311216 | val_loss: 0.0311837 | Time: 2039.99 ms [2021-07-17 07:07:49 main:581] : INFO : Epoch 1897 | loss: 0.0311226 | val_loss: 0.0311741 | Time: 2342.64 ms [2021-07-17 07:07:51 main:581] : INFO : Epoch 1898 | loss: 0.0311199 | val_loss: 0.0311817 | Time: 2080.27 ms [2021-07-17 07:07:53 main:581] : INFO : Epoch 1899 | loss: 0.0311272 | val_loss: 0.0311721 | Time: 2057.68 ms [2021-07-17 07:07:56 main:581] : INFO : Epoch 1900 | loss: 0.0311254 | val_loss: 0.0311771 | Time: 2039.4 ms [2021-07-17 07:07:57 main:581] : INFO : Epoch 1901 | loss: 0.0311241 | val_loss: 0.0311799 | Time: 1798.91 ms [2021-07-17 07:07:59 main:581] : INFO : Epoch 1902 | loss: 0.031123 | val_loss: 0.0311724 | Time: 1856.03 ms [2021-07-17 07:08:01 main:581] : INFO : Epoch 1903 | loss: 0.0311208 | val_loss: 0.0311798 | Time: 1920.33 ms [2021-07-17 07:08:04 main:581] : INFO : Epoch 1904 | loss: 0.0311226 | val_loss: 0.0311824 | Time: 2461.25 ms [2021-07-17 07:08:06 main:581] : INFO : Epoch 1905 | loss: 0.0311268 | val_loss: 0.0311813 | Time: 2323.19 ms [2021-07-17 07:08:08 main:581] : INFO : Epoch 1906 | loss: 0.0311219 | val_loss: 0.0311791 | Time: 2097.94 ms [2021-07-17 07:08:10 main:581] : INFO : Epoch 1907 | loss: 0.0311211 | val_loss: 0.0311707 | Time: 2047.8 ms [2021-07-17 07:08:12 main:581] : INFO : Epoch 1908 | loss: 0.0311204 | val_loss: 0.0311796 | Time: 1973.02 ms [2021-07-17 07:08:14 main:581] : INFO : Epoch 1909 | loss: 0.031118 | val_loss: 0.0311838 | Time: 2002.71 ms [2021-07-17 07:08:16 main:581] : INFO : Epoch 1910 | loss: 0.0311206 | val_loss: 0.0311755 | Time: 2025.43 ms [2021-07-17 07:08:18 main:581] : INFO : Epoch 1911 | loss: 0.0311174 | val_loss: 0.0311704 | Time: 2309.34 ms [2021-07-17 07:08:20 main:581] : INFO : Epoch 1912 | loss: 0.0311169 | val_loss: 0.0311834 | Time: 1975.78 ms [2021-07-17 07:08:22 main:581] : INFO : Epoch 1913 | loss: 0.0311227 | val_loss: 0.0311739 | Time: 1969.55 ms [2021-07-17 07:08:24 main:581] : INFO : Epoch 1914 | loss: 0.0311313 | val_loss: 0.0311889 | Time: 1849.47 ms [2021-07-17 07:08:26 main:581] : INFO : Epoch 1915 | loss: 0.0315372 | val_loss: 0.0312763 | Time: 1864.5 ms [2021-07-17 07:08:28 main:581] : INFO : Epoch 1916 | loss: 0.0511948 | val_loss: 0.0344502 | Time: 1964.27 ms [2021-07-17 07:08:30 main:581] : INFO : Epoch 1917 | loss: 0.0330842 | val_loss: 0.0317584 | Time: 1976.16 ms [2021-07-17 07:08:32 main:581] : INFO : Epoch 1918 | loss: 0.0315427 | val_loss: 0.0313105 | Time: 2072.25 ms [2021-07-17 07:08:34 main:581] : INFO : Epoch 1919 | loss: 0.0312898 | val_loss: 0.0312613 | Time: 2044.91 ms [2021-07-17 07:08:36 main:581] : INFO : Epoch 1920 | loss: 0.0312457 | val_loss: 0.0312356 | Time: 2058.66 ms [2021-07-17 07:08:38 main:581] : INFO : Epoch 1921 | loss: 0.0312359 | val_loss: 0.0312316 | Time: 2012.87 ms [2021-07-17 07:08:40 main:581] : INFO : Epoch 1922 | loss: 0.0312331 | val_loss: 0.0312283 | Time: 2023.14 ms [2021-07-17 07:08:42 main:581] : INFO : Epoch 1923 | loss: 0.0312277 | val_loss: 0.0312288 | Time: 2041.1 ms [2021-07-17 07:08:44 main:581] : INFO : Epoch 1924 | loss: 0.0312255 | val_loss: 0.0312248 | Time: 1848.05 ms [2021-07-17 07:08:46 main:581] : INFO : Epoch 1925 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 1929.11 ms [2021-07-17 07:08:48 main:581] : INFO : Epoch 1926 | loss: 0.0312209 | val_loss: 0.0312183 | Time: 1951.25 ms [2021-07-17 07:08:50 main:581] : INFO : Epoch 1927 | loss: 0.031219 | val_loss: 0.0312152 | Time: 2043.33 ms [2021-07-17 07:08:52 main:581] : INFO : Epoch 1928 | loss: 0.0312138 | val_loss: 0.0312163 | Time: 1877.53 ms [2021-07-17 07:08:54 main:581] : INFO : Epoch 1929 | loss: 0.0312171 | val_loss: 0.0312158 | Time: 1986.48 ms [2021-07-17 07:08:56 main:581] : INFO : Epoch 1930 | loss: 0.0312149 | val_loss: 0.0312181 | Time: 2056.19 ms [2021-07-17 07:08:58 main:581] : INFO : Epoch 1931 | loss: 0.0312133 | val_loss: 0.0312063 | Time: 2025.28 ms [2021-07-17 07:09:00 main:581] : INFO : Epoch 1932 | loss: 0.0312113 | val_loss: 0.0312042 | Time: 2014.4 ms [2021-07-17 07:09:02 main:581] : INFO : Epoch 1933 | loss: 0.0312057 | val_loss: 0.0312032 | Time: 1957.19 ms [2021-07-17 07:09:04 main:581] : INFO : Epoch 1934 | loss: 0.0312056 | val_loss: 0.0312033 | Time: 1877.49 ms [2021-07-17 07:09:06 main:581] : INFO : Epoch 1935 | loss: 0.0312056 | val_loss: 0.0311997 | Time: 1920.95 ms [2021-07-17 07:09:08 main:581] : INFO : Epoch 1936 | loss: 0.0312021 | val_loss: 0.0312006 | Time: 2459.59 ms [2021-07-17 07:09:10 main:581] : INFO : Epoch 1937 | loss: 0.031205 | val_loss: 0.0311979 | Time: 2082.09 ms [2021-07-17 07:09:12 main:581] : INFO : Epoch 1938 | loss: 0.0311993 | val_loss: 0.0311958 | Time: 2078.52 ms [2021-07-17 07:09:14 main:581] : INFO : Epoch 1939 | loss: 0.031195 | val_loss: 0.0311957 | Time: 1966.79 ms [2021-07-17 07:09:16 main:581] : INFO : Epoch 1940 | loss: 0.0311952 | val_loss: 0.0311944 | Time: 1921.63 ms [2021-07-17 07:09:18 main:581] : INFO : Epoch 1941 | loss: 0.0311949 | val_loss: 0.0311932 | Time: 1999.02 ms [2021-07-17 07:09:20 main:581] : INFO : Epoch 1942 | loss: 0.0311948 | val_loss: 0.0311935 | Time: 1957.73 ms [2021-07-17 07:09:22 main:581] : INFO : Epoch 1943 | loss: 0.0311939 | val_loss: 0.0311973 | Time: 2020.76 ms [2021-07-17 07:09:24 main:581] : INFO : Epoch 1944 | loss: 0.0311973 | val_loss: 0.0311948 | Time: 1960.42 ms [2021-07-17 07:09:26 main:581] : INFO : Epoch 1945 | loss: 0.0311917 | val_loss: 0.0311917 | Time: 1952.52 ms [2021-07-17 07:09:28 main:581] : INFO : Epoch 1946 | loss: 0.0311907 | val_loss: 0.0311919 | Time: 2013.98 ms [2021-07-17 07:09:30 main:581] : INFO : Epoch 1947 | loss: 0.0311916 | val_loss: 0.0311922 | Time: 1906.3 ms [2021-07-17 07:09:32 main:581] : INFO : Epoch 1948 | loss: 0.0311889 | val_loss: 0.0311912 | Time: 2053.32 ms [2021-07-17 07:09:34 main:581] : INFO : Epoch 1949 | loss: 0.0311908 | val_loss: 0.0311976 | Time: 2072.98 ms [2021-07-17 07:09:36 main:581] : INFO : Epoch 1950 | loss: 0.031192 | val_loss: 0.0311923 | Time: 2012.39 ms [2021-07-17 07:09:38 main:581] : INFO : Epoch 1951 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 2043.06 ms [2021-07-17 07:09:40 main:581] : INFO : Epoch 1952 | loss: 0.0311886 | val_loss: 0.03119 | Time: 2076.18 ms [2021-07-17 07:09:42 main:581] : INFO : Epoch 1953 | loss: 0.0311874 | val_loss: 0.0311932 | Time: 1962.96 ms [2021-07-17 07:09:44 main:581] : INFO : Epoch 1954 | loss: 0.0311888 | val_loss: 0.0311906 | Time: 1858.29 ms [2021-07-17 07:09:46 main:581] : INFO : Epoch 1955 | loss: 0.0311916 | val_loss: 0.0311897 | Time: 1842.02 ms [2021-07-17 07:09:48 main:581] : INFO : Epoch 1956 | loss: 0.0311895 | val_loss: 0.0311894 | Time: 2007.64 ms [2021-07-17 07:09:50 main:581] : INFO : Epoch 1957 | loss: 0.0311857 | val_loss: 0.0311924 | Time: 1980.04 ms [2021-07-17 07:09:52 main:581] : INFO : Epoch 1958 | loss: 0.03119 | val_loss: 0.0311933 | Time: 2010.61 ms [2021-07-17 07:09:54 main:581] : INFO : Epoch 1959 | loss: 0.0311859 | val_loss: 0.0311931 | Time: 2054.33 ms [2021-07-17 07:09:56 main:581] : INFO : Epoch 1960 | loss: 0.0311876 | val_loss: 0.0311887 | Time: 2043.91 ms [2021-07-17 07:09:58 main:581] : INFO : Epoch 1961 | loss: 0.0311844 | val_loss: 0.0311916 | Time: 2024.54 ms [2021-07-17 07:10:00 main:581] : INFO : Epoch 1962 | loss: 0.0311839 | val_loss: 0.0311872 | Time: 1982.37 ms [2021-07-17 07:10:02 main:581] : INFO : Epoch 1963 | loss: 0.0311924 | val_loss: 0.0311974 | Time: 1816.33 ms [2021-07-17 07:10:04 main:581] : INFO : Epoch 1964 | loss: 0.0311915 | val_loss: 0.0311904 | Time: 2034.88 ms [2021-07-17 07:10:06 main:581] : INFO : Epoch 1965 | loss: 0.0311915 | val_loss: 0.0311918 | Time: 2004.02 ms [2021-07-17 07:10:08 main:581] : INFO : Epoch 1966 | loss: 0.0311855 | val_loss: 0.0311984 | Time: 2005.19 ms [2021-07-17 07:10:10 main:581] : INFO : Epoch 1967 | loss: 0.0311879 | val_loss: 0.03119 | Time: 2038.07 ms [2021-07-17 07:10:12 main:581] : INFO : Epoch 1968 | loss: 0.0311823 | val_loss: 0.0311964 | Time: 2023.41 ms [2021-07-17 07:10:14 main:581] : INFO : Epoch 1969 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 1986.17 ms [2021-07-17 07:10:16 main:581] : INFO : Epoch 1970 | loss: 0.0311847 | val_loss: 0.0311953 | Time: 1924.9 ms [2021-07-17 07:10:18 main:581] : INFO : Epoch 1971 | loss: 0.0311813 | val_loss: 0.0311946 | Time: 2004.18 ms [2021-07-17 07:10:20 main:581] : INFO : Epoch 1972 | loss: 0.0311845 | val_loss: 0.0311977 | Time: 2010.21 ms [2021-07-17 07:10:22 main:581] : INFO : Epoch 1973 | loss: 0.0311938 | val_loss: 0.0312076 | Time: 2009.17 ms [2021-07-17 07:10:24 main:581] : INFO : Epoch 1974 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 1990.51 ms [2021-07-17 07:10:26 main:581] : INFO : Epoch 1975 | loss: 0.0311784 | val_loss: 0.0311849 | Time: 2412.42 ms [2021-07-17 07:10:28 main:581] : INFO : Epoch 1976 | loss: 0.0311814 | val_loss: 0.0311999 | Time: 2030.78 ms [2021-07-17 07:10:30 main:581] : INFO : Epoch 1977 | loss: 0.0311853 | val_loss: 0.0312082 | Time: 1941.14 ms [2021-07-17 07:10:32 main:581] : INFO : Epoch 1978 | loss: 0.0311817 | val_loss: 0.031189 | Time: 1998.25 ms [2021-07-17 07:10:34 main:581] : INFO : Epoch 1979 | loss: 0.0311816 | val_loss: 0.0312027 | Time: 2081.21 ms [2021-07-17 07:10:36 main:581] : INFO : Epoch 1980 | loss: 0.0311802 | val_loss: 0.0311854 | Time: 2028.2 ms [2021-07-17 07:10:38 main:581] : INFO : Epoch 1981 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 1887.66 ms [2021-07-17 07:10:40 main:581] : INFO : Epoch 1982 | loss: 0.0311751 | val_loss: 0.0311884 | Time: 1964.11 ms [2021-07-17 07:10:42 main:581] : INFO : Epoch 1983 | loss: 0.031176 | val_loss: 0.0311813 | Time: 2013.9 ms [2021-07-17 07:10:44 main:581] : INFO : Epoch 1984 | loss: 0.031174 | val_loss: 0.0311829 | Time: 2030.81 ms [2021-07-17 07:10:46 main:581] : INFO : Epoch 1985 | loss: 0.0311729 | val_loss: 0.0311879 | Time: 2052.92 ms [2021-07-17 07:10:48 main:581] : INFO : Epoch 1986 | loss: 0.0311739 | val_loss: 0.0311871 | Time: 1996.42 ms [2021-07-17 07:10:50 main:581] : INFO : Epoch 1987 | loss: 0.0311749 | val_loss: 0.031184 | Time: 2022.45 ms [2021-07-17 07:10:52 main:581] : INFO : Epoch 1988 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 1961.34 ms [2021-07-17 07:10:54 main:581] : INFO : Epoch 1989 | loss: 0.0311753 | val_loss: 0.0311813 | Time: 1944.53 ms [2021-07-17 07:10:56 main:581] : INFO : Epoch 1990 | loss: 0.0311712 | val_loss: 0.0311809 | Time: 1947.7 ms [2021-07-17 07:10:58 main:581] : INFO : Epoch 1991 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 2071.11 ms [2021-07-17 07:11:00 main:581] : INFO : Epoch 1992 | loss: 0.0311772 | val_loss: 0.0311955 | Time: 2059.49 ms [2021-07-17 07:11:02 main:581] : INFO : Epoch 1993 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 1883.07 ms [2021-07-17 07:11:04 main:581] : INFO : Epoch 1994 | loss: 0.0311723 | val_loss: 0.0311799 | Time: 2000.76 ms [2021-07-17 07:11:06 main:581] : INFO : Epoch 1995 | loss: 0.03117 | val_loss: 0.0311821 | Time: 2099.3 ms [2021-07-17 07:11:08 main:581] : INFO : Epoch 1996 | loss: 0.0311689 | val_loss: 0.0311819 | Time: 2044.26 ms [2021-07-17 07:11:10 main:581] : INFO : Epoch 1997 | loss: 0.0311748 | val_loss: 0.031187 | Time: 2029.66 ms [2021-07-17 07:11:12 main:581] : INFO : Epoch 1998 | loss: 0.0311744 | val_loss: 0.0311975 | Time: 1953.75 ms [2021-07-17 07:11:14 main:581] : INFO : Epoch 1999 | loss: 0.0311809 | val_loss: 0.031178 | Time: 1944 ms [2021-07-17 07:11:16 main:581] : INFO : Epoch 2000 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 1977.01 ms [2021-07-17 07:11:18 main:581] : INFO : Epoch 2001 | loss: 0.0311706 | val_loss: 0.0311779 | Time: 1895.15 ms [2021-07-17 07:11:20 main:581] : INFO : Epoch 2002 | loss: 0.0311693 | val_loss: 0.0311786 | Time: 1880.92 ms [2021-07-17 07:11:22 main:581] : INFO : Epoch 2003 | loss: 0.0311681 | val_loss: 0.0311793 | Time: 1961.8 ms [2021-07-17 07:11:24 main:581] : INFO : Epoch 2004 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 2048.35 ms [2021-07-17 07:11:26 main:581] : INFO : Epoch 2005 | loss: 0.0311663 | val_loss: 0.0311828 | Time: 2044.3 ms [2021-07-17 07:11:28 main:581] : INFO : Epoch 2006 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 2004.08 ms [2021-07-17 07:11:30 main:581] : INFO : Epoch 2007 | loss: 0.0311681 | val_loss: 0.0311921 | Time: 1948.26 ms [2021-07-17 07:11:32 main:581] : INFO : Epoch 2008 | loss: 0.0311743 | val_loss: 0.0311776 | Time: 2027.31 ms [2021-07-17 07:11:34 main:581] : INFO : Epoch 2009 | loss: 0.0311665 | val_loss: 0.0311788 | Time: 2062.03 ms [2021-07-17 07:11:36 main:581] : INFO : Epoch 2010 | loss: 0.0311657 | val_loss: 0.0311823 | Time: 2084.28 ms [2021-07-17 07:11:38 main:581] : INFO : Epoch 2011 | loss: 0.0311665 | val_loss: 0.0311851 | Time: 2016.94 ms [2021-07-17 07:11:40 main:581] : INFO : Epoch 2012 | loss: 0.031168 | val_loss: 0.031183 | Time: 2030.49 ms [2021-07-17 07:11:42 main:581] : INFO : Epoch 2013 | loss: 0.0311675 | val_loss: 0.0311811 | Time: 1964.07 ms [2021-07-17 07:11:44 main:581] : INFO : Epoch 2014 | loss: 0.0311663 | val_loss: 0.0311774 | Time: 1965.21 ms [2021-07-17 07:11:46 main:581] : INFO : Epoch 2015 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 2007.11 ms [2021-07-17 07:11:48 main:581] : INFO : Epoch 2016 | loss: 0.0311663 | val_loss: 0.0311811 | Time: 1904.23 ms [2021-07-17 07:11:50 main:581] : INFO : Epoch 2017 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 1961.73 ms [2021-07-17 07:11:52 main:581] : INFO : Epoch 2018 | loss: 0.0311664 | val_loss: 0.0311828 | Time: 1963.64 ms [2021-07-17 07:11:54 main:581] : INFO : Epoch 2019 | loss: 0.0311649 | val_loss: 0.0311819 | Time: 2022.32 ms [2021-07-17 07:11:56 main:581] : INFO : Epoch 2020 | loss: 0.0311694 | val_loss: 0.0311857 | Time: 1984.72 ms [2021-07-17 07:11:58 main:581] : INFO : Epoch 2021 | loss: 0.0311683 | val_loss: 0.0311808 | Time: 2106.1 ms [2021-07-17 07:12:00 main:581] : INFO : Epoch 2022 | loss: 0.0311642 | val_loss: 0.0311793 | Time: 2069 ms [2021-07-17 07:12:02 main:581] : INFO : Epoch 2023 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 2034.12 ms [2021-07-17 07:12:04 main:581] : INFO : Epoch 2024 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 2057.12 ms [2021-07-17 07:12:06 main:581] : INFO : Epoch 2025 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 1984.83 ms [2021-07-17 07:12:08 main:581] : INFO : Epoch 2026 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 1856.53 ms [2021-07-17 07:12:10 main:581] : INFO : Epoch 2027 | loss: 0.0311661 | val_loss: 0.0311808 | Time: 2264.96 ms [2021-07-17 07:12:12 main:581] : INFO : Epoch 2028 | loss: 0.0311669 | val_loss: 0.031177 | Time: 2005.23 ms [2021-07-17 07:12:14 main:581] : INFO : Epoch 2029 | loss: 0.031165 | val_loss: 0.0311776 | Time: 1997.18 ms [2021-07-17 07:12:17 main:581] : INFO : Epoch 2030 | loss: 0.0311681 | val_loss: 0.031182 | Time: 2039.99 ms [2021-07-17 07:12:19 main:581] : INFO : Epoch 2031 | loss: 0.0311672 | val_loss: 0.031182 | Time: 2052.47 ms [2021-07-17 07:12:21 main:581] : INFO : Epoch 2032 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 2033.05 ms [2021-07-17 07:12:23 main:581] : INFO : Epoch 2033 | loss: 0.0311648 | val_loss: 0.031187 | Time: 1964.07 ms [2021-07-17 07:12:25 main:581] : INFO : Epoch 2034 | loss: 0.0311638 | val_loss: 0.0311782 | Time: 1964.82 ms [2021-07-17 07:12:27 main:581] : INFO : Epoch 2035 | loss: 0.0311654 | val_loss: 0.0311802 | Time: 2429.63 ms [2021-07-17 07:12:29 main:581] : INFO : Epoch 2036 | loss: 0.031167 | val_loss: 0.0311776 | Time: 2043.56 ms [2021-07-17 07:12:31 main:581] : INFO : Epoch 2037 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 2222.34 ms [2021-07-17 07:12:33 main:581] : INFO : Epoch 2038 | loss: 0.0311629 | val_loss: 0.0311757 | Time: 1960.18 ms [2021-07-17 07:12:35 main:581] : INFO : Epoch 2039 | loss: 0.031165 | val_loss: 0.0311802 | Time: 1900.83 ms [2021-07-17 07:12:37 main:581] : INFO : Epoch 2040 | loss: 0.0311709 | val_loss: 0.0311905 | Time: 2266.95 ms [2021-07-17 07:12:39 main:581] : INFO : Epoch 2041 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 2049.42 ms [2021-07-17 07:12:41 main:581] : INFO : Epoch 2042 | loss: 0.0311621 | val_loss: 0.031177 | Time: 2062.38 ms [2021-07-17 07:12:44 main:581] : INFO : Epoch 2043 | loss: 0.0311639 | val_loss: 0.0311837 | Time: 2087.66 ms [2021-07-17 07:12:46 main:581] : INFO : Epoch 2044 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 2055.17 ms [2021-07-17 07:12:47 main:581] : INFO : Epoch 2045 | loss: 0.031164 | val_loss: 0.0311809 | Time: 1869.13 ms [2021-07-17 07:12:49 main:581] : INFO : Epoch 2046 | loss: 0.0311616 | val_loss: 0.0311741 | Time: 1768.01 ms [2021-07-17 07:12:51 main:581] : INFO : Epoch 2047 | loss: 0.0311618 | val_loss: 0.0311741 | Time: 1806.31 ms [2021-07-17 07:12:53 main:581] : INFO : Epoch 2048 | loss: 0.0311633 | val_loss: 0.0311758 | Time: 2020.44 ms [2021-07-17 07:12:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311758 [2021-07-17 07:12:53 main:610] : INFO : Saving end state to config to file [2021-07-17 07:12:53 main:615] : INFO : Success, exiting.. 07:12:53 (17585): 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)