Task 3327753
| Name | ParityMachine-1605115843-14004-12_0 |
| Workunit | 1591095 |
| Created | 18 Dec 2020, 16:38:29 UTC |
| Sent | 20 Dec 2020, 18:24:41 UTC |
| Report deadline | 27 Dec 2020, 18:24:41 UTC |
| Received | 21 Dec 2020, 5:55:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 20 sec |
| CPU time | 34 min 16 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> in:581] : INFO : Epoch 510 | loss: 0.0306666 | val_loss: 0.0309242 | Time: 2026.89 ms [2020-12-21 00:12:40 main:581] : INFO : Epoch 511 | loss: 0.0306741 | val_loss: 0.0309443 | Time: 2011.61 ms [2020-12-21 00:12:42 main:581] : INFO : Epoch 512 | loss: 0.0306755 | val_loss: 0.0309315 | Time: 2013.05 ms [2020-12-21 00:12:44 main:581] : INFO : Epoch 513 | loss: 0.0307071 | val_loss: 0.0309461 | Time: 2022.11 ms [2020-12-21 00:12:46 main:581] : INFO : Epoch 514 | loss: 0.0307352 | val_loss: 0.030924 | Time: 2023.73 ms [2020-12-21 00:12:48 main:581] : INFO : Epoch 515 | loss: 0.0307288 | val_loss: 0.03091 | Time: 2022.2 ms [2020-12-21 00:12:50 main:581] : INFO : Epoch 516 | loss: 0.0307071 | val_loss: 0.0309291 | Time: 2014.37 ms [2020-12-21 00:12:52 main:581] : INFO : Epoch 517 | loss: 0.0307055 | val_loss: 0.030883 | Time: 2021.42 ms [2020-12-21 00:12:54 main:581] : INFO : Epoch 518 | loss: 0.0307225 | val_loss: 0.0309285 | Time: 2003.02 ms [2020-12-21 00:12:56 main:581] : INFO : Epoch 519 | loss: 0.0307057 | val_loss: 0.0309242 | Time: 2014.73 ms [2020-12-21 00:12:58 main:581] : INFO : Epoch 520 | loss: 0.0307001 | val_loss: 0.0309357 | Time: 2019.74 ms [2020-12-21 00:13:00 main:581] : INFO : Epoch 521 | loss: 0.0306905 | val_loss: 0.0309065 | Time: 2023.51 ms [2020-12-21 00:13:02 main:581] : INFO : Epoch 522 | loss: 0.0306977 | val_loss: 0.0308908 | Time: 2022.03 ms [2020-12-21 00:13:04 main:581] : INFO : Epoch 523 | loss: 0.0306964 | val_loss: 0.0309632 | Time: 2018.97 ms [2020-12-21 00:13:06 main:581] : INFO : Epoch 524 | loss: 0.0307106 | val_loss: 0.0308824 | Time: 2029.49 ms [2020-12-21 00:13:08 main:581] : INFO : Epoch 525 | loss: 0.0307504 | val_loss: 0.0309163 | Time: 2015.84 ms [2020-12-21 00:13:10 main:581] : INFO : Epoch 526 | loss: 0.0307221 | val_loss: 0.0309233 | Time: 2030.71 ms [2020-12-21 00:13:12 main:581] : INFO : Epoch 527 | loss: 0.0307021 | val_loss: 0.0309087 | Time: 2024.32 ms [2020-12-21 00:13:14 main:581] : INFO : Epoch 528 | loss: 0.0307015 | val_loss: 0.0309071 | Time: 2020.11 ms [2020-12-21 00:13:16 main:581] : INFO : Epoch 529 | loss: 0.0307009 | val_loss: 0.0309058 | Time: 2021.61 ms [2020-12-21 00:13:18 main:581] : INFO : Epoch 530 | loss: 0.0306963 | val_loss: 0.030916 | Time: 2020.65 ms [2020-12-21 00:13:20 main:581] : INFO : Epoch 531 | loss: 0.030704 | val_loss: 0.0309481 | Time: 2025.43 ms [2020-12-21 00:13:22 main:581] : INFO : Epoch 532 | loss: 0.0306867 | val_loss: 0.0309105 | Time: 2021.61 ms [2020-12-21 00:13:24 main:581] : INFO : Epoch 533 | loss: 0.0306974 | val_loss: 0.0309289 | Time: 2023.4 ms [2020-12-21 00:13:26 main:581] : INFO : Epoch 534 | loss: 0.0306948 | val_loss: 0.0309728 | Time: 2020.74 ms [2020-12-21 00:13:28 main:581] : INFO : Epoch 535 | loss: 0.0306945 | val_loss: 0.0309038 | Time: 2010.9 ms [2020-12-21 00:13:30 main:581] : INFO : Epoch 536 | loss: 0.030693 | val_loss: 0.0309356 | Time: 2018.21 ms [2020-12-21 00:13:32 main:581] : INFO : Epoch 537 | loss: 0.0306891 | val_loss: 0.0309319 | Time: 2018.7 ms [2020-12-21 00:13:34 main:581] : INFO : Epoch 538 | loss: 0.0307238 | val_loss: 0.0309478 | Time: 2021.62 ms [2020-12-21 00:13:36 main:581] : INFO : Epoch 539 | loss: 0.0306968 | val_loss: 0.0309156 | Time: 2023.05 ms [2020-12-21 00:13:38 main:581] : INFO : Epoch 540 | loss: 0.0307144 | val_loss: 0.0309156 | Time: 2021.2 ms [2020-12-21 00:13:40 main:581] : INFO : Epoch 541 | loss: 0.0307023 | val_loss: 0.0309195 | Time: 2021.08 ms [2020-12-21 00:13:42 main:581] : INFO : Epoch 542 | loss: 0.0307093 | val_loss: 0.0309165 | Time: 2013.26 ms [2020-12-21 00:13:44 main:581] : INFO : Epoch 543 | loss: 0.0306966 | val_loss: 0.0309131 | Time: 2014.1 ms [2020-12-21 00:13:46 main:581] : INFO : Epoch 544 | loss: 0.0306874 | val_loss: 0.0309195 | Time: 2026.41 ms [2020-12-21 00:13:48 main:581] : INFO : Epoch 545 | loss: 0.0307218 | val_loss: 0.0309141 | Time: 2009.28 ms [2020-12-21 00:13:50 main:581] : INFO : Epoch 546 | loss: 0.0307097 | val_loss: 0.0309199 | Time: 2016.54 ms [2020-12-21 00:13:52 main:581] : INFO : Epoch 547 | loss: 0.0307042 | val_loss: 0.0309115 | Time: 1994.54 ms [2020-12-21 00:13:54 main:581] : INFO : Epoch 548 | loss: 0.030694 | val_loss: 0.0309396 | Time: 2018.72 ms [2020-12-21 00:13:56 main:581] : INFO : Epoch 549 | loss: 0.0306951 | val_loss: 0.0309192 | Time: 2010.75 ms [2020-12-21 00:13:58 main:581] : INFO : Epoch 550 | loss: 0.030712 | val_loss: 0.0309122 | Time: 2019.61 ms [2020-12-21 00:14:00 main:581] : INFO : Epoch 551 | loss: 0.0307032 | val_loss: 0.0309339 | Time: 2009.87 ms [2020-12-21 00:14:02 main:581] : INFO : Epoch 552 | loss: 0.0306901 | val_loss: 0.0309506 | Time: 2018.83 ms [2020-12-21 00:14:05 main:581] : INFO : Epoch 553 | loss: 0.0306887 | val_loss: 0.030904 | Time: 2014.28 ms [2020-12-21 00:14:07 main:581] : INFO : Epoch 554 | loss: 0.03069 | val_loss: 0.0309248 | Time: 2021.61 ms [2020-12-21 00:14:09 main:581] : INFO : Epoch 555 | loss: 0.0306791 | val_loss: 0.0308993 | Time: 2003.35 ms [2020-12-21 00:14:11 main:581] : INFO : Epoch 556 | loss: 0.0307033 | val_loss: 0.030933 | Time: 2010.52 ms [2020-12-21 00:14:13 main:581] : INFO : Epoch 557 | loss: 0.0306876 | val_loss: 0.0308921 | Time: 2020.14 ms [2020-12-21 00:14:15 main:581] : INFO : Epoch 558 | loss: 0.0307177 | val_loss: 0.0309036 | Time: 2016.17 ms [2020-12-21 00:14:17 main:581] : INFO : Epoch 559 | loss: 0.0307392 | val_loss: 0.0309024 | Time: 2015.55 ms [2020-12-21 00:14:19 main:581] : INFO : Epoch 560 | loss: 0.0307413 | val_loss: 0.0309088 | Time: 2017.6 ms [2020-12-21 00:14:21 main:581] : INFO : Epoch 561 | loss: 0.0307222 | val_loss: 0.0308904 | Time: 2019.69 ms [2020-12-21 00:14:23 main:581] : INFO : Epoch 562 | loss: 0.0307165 | val_loss: 0.0309032 | Time: 2022.59 ms [2020-12-21 00:14:25 main:581] : INFO : Epoch 563 | loss: 0.0306965 | val_loss: 0.0309161 | Time: 2024.19 ms [2020-12-21 00:14:27 main:581] : INFO : Epoch 564 | loss: 0.0306913 | val_loss: 0.0308962 | Time: 2026.43 ms [2020-12-21 00:14:29 main:581] : INFO : Epoch 565 | loss: 0.0306972 | val_loss: 0.0309018 | Time: 2024.01 ms [2020-12-21 00:14:31 main:581] : INFO : Epoch 566 | loss: 0.0306842 | val_loss: 0.0309148 | Time: 2020.2 ms [2020-12-21 00:14:33 main:581] : INFO : Epoch 567 | loss: 0.0307211 | val_loss: 0.0309139 | Time: 2022.36 ms [2020-12-21 00:14:35 main:581] : INFO : Epoch 568 | loss: 0.0307287 | val_loss: 0.0308882 | Time: 2011.26 ms [2020-12-21 00:14:37 main:581] : INFO : Epoch 569 | loss: 0.0307213 | val_loss: 0.0309604 | Time: 2014.57 ms [2020-12-21 00:14:39 main:581] : INFO : Epoch 570 | loss: 0.0306957 | val_loss: 0.0309252 | Time: 2017.25 ms [2020-12-21 00:14:41 main:581] : INFO : Epoch 571 | loss: 0.0306918 | val_loss: 0.0309147 | Time: 2024.25 ms [2020-12-21 00:14:43 main:581] : INFO : Epoch 572 | loss: 0.0306935 | val_loss: 0.0309398 | Time: 2014.63 ms [2020-12-21 00:14:45 main:581] : INFO : Epoch 573 | loss: 0.0306841 | val_loss: 0.0309027 | Time: 2022.76 ms [2020-12-21 00:14:47 main:581] : INFO : Epoch 574 | loss: 0.0306734 | val_loss: 0.0309081 | Time: 1979.93 ms [2020-12-21 00:14:49 main:581] : INFO : Epoch 575 | loss: 0.0306712 | val_loss: 0.0309464 | Time: 2003.13 ms [2020-12-21 00:14:51 main:581] : INFO : Epoch 576 | loss: 0.0306858 | val_loss: 0.0308916 | Time: 2016.58 ms [2020-12-21 00:14:53 main:581] : INFO : Epoch 577 | loss: 0.0306699 | val_loss: 0.0309386 | Time: 1944.74 ms [2020-12-21 00:14:55 main:581] : INFO : Epoch 578 | loss: 0.0306655 | val_loss: 0.0309264 | Time: 1902.47 ms [2020-12-21 00:14:57 main:581] : INFO : Epoch 579 | loss: 0.0306746 | val_loss: 0.0309151 | Time: 1971.04 ms [2020-12-21 00:14:59 main:581] : INFO : Epoch 580 | loss: 0.0306873 | val_loss: 0.0309259 | Time: 2013.9 ms [2020-12-21 00:15:01 main:581] : INFO : Epoch 581 | loss: 0.0306823 | val_loss: 0.0309413 | Time: 2024.2 ms [2020-12-21 00:15:03 main:581] : INFO : Epoch 582 | loss: 0.0307035 | val_loss: 0.0309136 | Time: 2013.48 ms [2020-12-21 00:15:05 main:581] : INFO : Epoch 583 | loss: 0.030714 | val_loss: 0.0309033 | Time: 2013.84 ms [2020-12-21 00:15:07 main:581] : INFO : Epoch 584 | loss: 0.030708 | val_loss: 0.0309116 | Time: 2018.15 ms [2020-12-21 00:15:09 main:581] : INFO : Epoch 585 | loss: 0.0306994 | val_loss: 0.0309379 | Time: 2014.94 ms [2020-12-21 00:15:11 main:581] : INFO : Epoch 586 | loss: 0.0306817 | val_loss: 0.0309382 | Time: 2022.63 ms [2020-12-21 00:15:13 main:581] : INFO : Epoch 587 | loss: 0.030684 | val_loss: 0.0309096 | Time: 1992.05 ms [2020-12-21 00:15:15 main:581] : INFO : Epoch 588 | loss: 0.0306825 | val_loss: 0.0309297 | Time: 1854.82 ms [2020-12-21 00:15:17 main:581] : INFO : Epoch 589 | loss: 0.0306703 | val_loss: 0.0309323 | Time: 1942.21 ms [2020-12-21 00:15:19 main:581] : INFO : Epoch 590 | loss: 0.0306695 | val_loss: 0.0309234 | Time: 1920.03 ms [2020-12-21 00:15:20 main:581] : INFO : Epoch 591 | loss: 0.030697 | val_loss: 0.0309597 | Time: 1893.99 ms [2020-12-21 00:15:22 main:581] : INFO : Epoch 592 | loss: 0.0306903 | val_loss: 0.0309209 | Time: 1997.62 ms [2020-12-21 00:15:24 main:581] : INFO : Epoch 593 | loss: 0.0306845 | val_loss: 0.0309192 | Time: 2003.7 ms [2020-12-21 00:15:26 main:581] : INFO : Epoch 594 | loss: 0.0306733 | val_loss: 0.0309571 | Time: 1937.24 ms [2020-12-21 00:15:28 main:581] : INFO : Epoch 595 | loss: 0.0307129 | val_loss: 0.0309219 | Time: 1944.95 ms [2020-12-21 00:15:30 main:581] : INFO : Epoch 596 | loss: 0.0306985 | val_loss: 0.0309006 | Time: 2006.96 ms [2020-12-21 00:15:32 main:581] : INFO : Epoch 597 | loss: 0.0307253 | val_loss: 0.0309219 | Time: 1982.99 ms [2020-12-21 00:15:34 main:581] : INFO : Epoch 598 | loss: 0.030702 | val_loss: 0.0309048 | Time: 2014.91 ms [2020-12-21 00:15:36 main:581] : INFO : Epoch 599 | loss: 0.0306921 | val_loss: 0.0309209 | Time: 2015.47 ms [2020-12-21 00:15:38 main:581] : INFO : Epoch 600 | loss: 0.0306775 | val_loss: 0.0309093 | Time: 2015.06 ms [2020-12-21 00:15:40 main:581] : INFO : Epoch 601 | loss: 0.0306808 | val_loss: 0.0309272 | Time: 2001.84 ms [2020-12-21 00:15:42 main:581] : INFO : Epoch 602 | loss: 0.0306824 | val_loss: 0.030916 | Time: 2006.65 ms [2020-12-21 00:15:44 main:581] : INFO : Epoch 603 | loss: 0.0306783 | val_loss: 0.030913 | Time: 2019.33 ms [2020-12-21 00:15:46 main:581] : INFO : Epoch 604 | loss: 0.0306838 | val_loss: 0.0309416 | Time: 2016.67 ms [2020-12-21 00:15:48 main:581] : INFO : Epoch 605 | loss: 0.0306827 | val_loss: 0.0309355 | Time: 2017.45 ms [2020-12-21 00:15:50 main:581] : INFO : Epoch 606 | loss: 0.0306919 | val_loss: 0.0309636 | Time: 2011.89 ms [2020-12-21 00:15:52 main:581] : INFO : Epoch 607 | loss: 0.0307003 | val_loss: 0.0309291 | Time: 1964.93 ms [2020-12-21 00:15:54 main:581] : INFO : Epoch 608 | loss: 0.0306953 | val_loss: 0.0308836 | Time: 2008.48 ms [2020-12-21 00:15:56 main:581] : INFO : Epoch 609 | loss: 0.0306825 | val_loss: 0.0309381 | Time: 2018.06 ms [2020-12-21 00:15:58 main:581] : INFO : Epoch 610 | loss: 0.0306772 | val_loss: 0.0309366 | Time: 2026.83 ms [2020-12-21 00:16:00 main:581] : INFO : Epoch 611 | loss: 0.0306715 | val_loss: 0.0309058 | Time: 2013.07 ms [2020-12-21 00:16:02 main:581] : INFO : Epoch 612 | loss: 0.0306775 | val_loss: 0.0309077 | Time: 2015.89 ms [2020-12-21 00:16:04 main:581] : INFO : Epoch 613 | loss: 0.0306654 | val_loss: 0.0309374 | Time: 2013.58 ms [2020-12-21 00:16:06 main:581] : INFO : Epoch 614 | loss: 0.0306547 | val_loss: 0.0309411 | Time: 1921.89 ms [2020-12-21 00:16:08 main:581] : INFO : Epoch 615 | loss: 0.030664 | val_loss: 0.030964 | Time: 1980.6 ms [2020-12-21 00:16:10 main:581] : INFO : Epoch 616 | loss: 0.030679 | val_loss: 0.0309273 | Time: 1996.49 ms [2020-12-21 00:16:12 main:581] : INFO : Epoch 617 | loss: 0.0306692 | val_loss: 0.0309277 | Time: 1966.16 ms [2020-12-21 00:16:14 main:581] : INFO : Epoch 618 | loss: 0.0306735 | val_loss: 0.0309804 | Time: 1993.05 ms [2020-12-21 00:16:16 main:581] : INFO : Epoch 619 | loss: 0.0306723 | val_loss: 0.0309554 | Time: 1983.39 ms [2020-12-21 00:16:18 main:581] : INFO : Epoch 620 | loss: 0.0308106 | val_loss: 0.0309083 | Time: 1994.29 ms [2020-12-21 00:16:20 main:581] : INFO : Epoch 621 | loss: 0.0307821 | val_loss: 0.03093 | Time: 1997.36 ms [2020-12-21 00:16:22 main:581] : INFO : Epoch 622 | loss: 0.0307612 | val_loss: 0.0309001 | Time: 1989.81 ms [2020-12-21 00:16:24 main:581] : INFO : Epoch 623 | loss: 0.0307323 | val_loss: 0.0308983 | Time: 1999.11 ms [2020-12-21 00:16:26 main:581] : INFO : Epoch 624 | loss: 0.0307156 | val_loss: 0.0309185 | Time: 2003.62 ms [2020-12-21 00:16:28 main:581] : INFO : Epoch 625 | loss: 0.0307099 | val_loss: 0.0309099 | Time: 1993.53 ms [2020-12-21 00:16:30 main:581] : INFO : Epoch 626 | loss: 0.0307082 | val_loss: 0.0308835 | Time: 1996.78 ms [2020-12-21 00:16:32 main:581] : INFO : Epoch 627 | loss: 0.0306905 | val_loss: 0.0308787 | Time: 2004.14 ms [2020-12-21 00:16:34 main:581] : INFO : Epoch 628 | loss: 0.0306931 | val_loss: 0.0308796 | Time: 2001.16 ms [2020-12-21 00:16:36 main:581] : INFO : Epoch 629 | loss: 0.0306903 | val_loss: 0.0309166 | Time: 2016.69 ms [2020-12-21 00:16:38 main:581] : INFO : Epoch 630 | loss: 0.0306861 | val_loss: 0.030949 | Time: 2006.54 ms [2020-12-21 00:16:40 main:581] : INFO : Epoch 631 | loss: 0.0306756 | val_loss: 0.0309421 | Time: 2020.45 ms [2020-12-21 00:16:42 main:581] : INFO : Epoch 632 | loss: 0.030679 | val_loss: 0.0309257 | Time: 2013.18 ms [2020-12-21 00:16:44 main:581] : INFO : Epoch 633 | loss: 0.0306791 | val_loss: 0.0309283 | Time: 2014.41 ms [2020-12-21 00:16:46 main:581] : INFO : Epoch 634 | loss: 0.0306795 | val_loss: 0.030922 | Time: 2015.39 ms [2020-12-21 00:16:48 main:581] : INFO : Epoch 635 | loss: 0.0306676 | val_loss: 0.0309312 | Time: 2017.06 ms [2020-12-21 00:16:50 main:581] : INFO : Epoch 636 | loss: 0.030669 | val_loss: 0.0309261 | Time: 2017.2 ms [2020-12-21 00:16:52 main:581] : INFO : Epoch 637 | loss: 0.0306715 | val_loss: 0.0309211 | Time: 2018.01 ms [2020-12-21 00:16:54 main:581] : INFO : Epoch 638 | loss: 0.030676 | val_loss: 0.0309158 | Time: 2027.35 ms [2020-12-21 00:16:56 main:581] : INFO : Epoch 639 | loss: 0.0306779 | val_loss: 0.0309605 | Time: 2010.58 ms [2020-12-21 00:16:59 main:581] : INFO : Epoch 640 | loss: 0.0306633 | val_loss: 0.0309383 | Time: 2012.27 ms [2020-12-21 00:17:01 main:581] : INFO : Epoch 641 | loss: 0.0306848 | val_loss: 0.0309454 | Time: 2009.82 ms [2020-12-21 00:17:03 main:581] : INFO : Epoch 642 | loss: 0.0306993 | val_loss: 0.0309311 | Time: 2008.52 ms [2020-12-21 00:17:05 main:581] : INFO : Epoch 643 | loss: 0.0306755 | val_loss: 0.0309331 | Time: 1996.84 ms [2020-12-21 00:17:07 main:581] : INFO : Epoch 644 | loss: 0.030663 | val_loss: 0.030943 | Time: 2010.2 ms [2020-12-21 00:17:08 main:581] : INFO : Epoch 645 | loss: 0.030683 | val_loss: 0.030909 | Time: 1938.11 ms [2020-12-21 00:17:10 main:581] : INFO : Epoch 646 | loss: 0.030691 | val_loss: 0.0309143 | Time: 1991.49 ms [2020-12-21 00:17:12 main:581] : INFO : Epoch 647 | loss: 0.0307127 | val_loss: 0.0309267 | Time: 1979.16 ms [2020-12-21 00:17:14 main:581] : INFO : Epoch 648 | loss: 0.0306901 | val_loss: 0.0309199 | Time: 1916.22 ms [2020-12-21 00:17:16 main:581] : INFO : Epoch 649 | loss: 0.0306846 | val_loss: 0.0309312 | Time: 1985.62 ms [2020-12-21 00:17:18 main:581] : INFO : Epoch 650 | loss: 0.0306734 | val_loss: 0.0309126 | Time: 2005.26 ms [2020-12-21 00:17:20 main:581] : INFO : Epoch 651 | loss: 0.0306675 | val_loss: 0.0309189 | Time: 2003.83 ms [2020-12-21 00:17:22 main:581] : INFO : Epoch 652 | loss: 0.0306715 | val_loss: 0.0309121 | Time: 1993.47 ms [2020-12-21 00:17:24 main:581] : INFO : Epoch 653 | loss: 0.0306688 | val_loss: 0.0309231 | Time: 2008.69 ms [2020-12-21 00:17:26 main:581] : INFO : Epoch 654 | loss: 0.0306731 | val_loss: 0.0309136 | Time: 1997.23 ms [2020-12-21 00:17:28 main:581] : INFO : Epoch 655 | loss: 0.0306724 | val_loss: 0.0309306 | Time: 1997.17 ms [2020-12-21 00:17:30 main:581] : INFO : Epoch 656 | loss: 0.0306708 | val_loss: 0.0309405 | Time: 2005.44 ms [2020-12-21 00:17:32 main:581] : INFO : Epoch 657 | loss: 0.0306777 | val_loss: 0.030932 | Time: 2003.84 ms [2020-12-21 00:17:34 main:581] : INFO : Epoch 658 | loss: 0.0306832 | val_loss: 0.0309553 | Time: 2000.97 ms [2020-12-21 00:17:36 main:581] : INFO : Epoch 659 | loss: 0.0306764 | val_loss: 0.0309437 | Time: 1995.95 ms [2020-12-21 00:17:38 main:581] : INFO : Epoch 660 | loss: 0.0306685 | val_loss: 0.0309955 | Time: 1994.44 ms [2020-12-21 00:17:40 main:581] : INFO : Epoch 661 | loss: 0.0306701 | val_loss: 0.0309239 | Time: 1994.41 ms [2020-12-21 00:17:42 main:581] : INFO : Epoch 662 | loss: 0.030671 | val_loss: 0.0309393 | Time: 1973.53 ms [2020-12-21 00:17:44 main:581] : INFO : Epoch 663 | loss: 0.0306966 | val_loss: 0.0309258 | Time: 1966.54 ms [2020-12-21 00:17:46 main:581] : INFO : Epoch 664 | loss: 0.0306985 | val_loss: 0.0309459 | Time: 2005.31 ms [2020-12-21 00:17:48 main:581] : INFO : Epoch 665 | loss: 0.0307136 | val_loss: 0.0309471 | Time: 1944.34 ms [2020-12-21 00:17:50 main:581] : INFO : Epoch 666 | loss: 0.030716 | val_loss: 0.0309362 | Time: 1999.53 ms [2020-12-21 00:17:52 main:581] : INFO : Epoch 667 | loss: 0.0306851 | val_loss: 0.0309336 | Time: 2007.15 ms [2020-12-21 00:17:54 main:581] : INFO : Epoch 668 | loss: 0.0306681 | val_loss: 0.0309097 | Time: 2004.46 ms [2020-12-21 00:17:56 main:581] : INFO : Epoch 669 | loss: 0.0306817 | val_loss: 0.0309531 | Time: 2000.64 ms [2020-12-21 00:17:58 main:581] : INFO : Epoch 670 | loss: 0.0306871 | val_loss: 0.0309268 | Time: 1975.7 ms [2020-12-21 00:18:00 main:581] : INFO : Epoch 671 | loss: 0.0306868 | val_loss: 0.0309504 | Time: 1913.54 ms [2020-12-21 00:18:02 main:581] : INFO : Epoch 672 | loss: 0.0306728 | val_loss: 0.0309389 | Time: 1913.63 ms [2020-12-21 00:18:04 main:581] : INFO : Epoch 673 | loss: 0.0306676 | val_loss: 0.0309466 | Time: 1923.34 ms [2020-12-21 00:18:06 main:581] : INFO : Epoch 674 | loss: 0.0306643 | val_loss: 0.0309427 | Time: 2018.61 ms [2020-12-21 00:18:08 main:581] : INFO : Epoch 675 | loss: 0.0306596 | val_loss: 0.03094 | Time: 2006.56 ms [2020-12-21 00:18:10 main:581] : INFO : Epoch 676 | loss: 0.0306714 | val_loss: 0.0309858 | Time: 1970.71 ms [2020-12-21 00:18:12 main:581] : INFO : Epoch 677 | loss: 0.0306774 | val_loss: 0.0309438 | Time: 2010.11 ms [2020-12-21 00:18:14 main:581] : INFO : Epoch 678 | loss: 0.0306882 | val_loss: 0.0309507 | Time: 1988.32 ms [2020-12-21 00:18:16 main:581] : INFO : Epoch 679 | loss: 0.0306803 | val_loss: 0.0309098 | Time: 1998.24 ms [2020-12-21 00:18:18 main:581] : INFO : Epoch 680 | loss: 0.0306727 | val_loss: 0.0309656 | Time: 1959.8 ms [2020-12-21 00:18:20 main:581] : INFO : Epoch 681 | loss: 0.0306874 | val_loss: 0.0309317 | Time: 1913.72 ms [2020-12-21 00:18:22 main:581] : INFO : Epoch 682 | loss: 0.0307166 | val_loss: 0.0309385 | Time: 1941.8 ms [2020-12-21 00:18:24 main:581] : INFO : Epoch 683 | loss: 0.0306893 | val_loss: 0.0309245 | Time: 1970.68 ms [2020-12-21 00:18:26 main:581] : INFO : Epoch 684 | loss: 0.0306878 | val_loss: 0.0309314 | Time: 1909.18 ms [2020-12-21 00:18:28 main:581] : INFO : Epoch 685 | loss: 0.0307019 | val_loss: 0.0308911 | Time: 1910.51 ms [2020-12-21 00:18:29 main:581] : INFO : Epoch 686 | loss: 0.0307194 | val_loss: 0.0308953 | Time: 1749.65 ms [2020-12-21 00:18:31 main:581] : INFO : Epoch 687 | loss: 0.0307071 | val_loss: 0.0309296 | Time: 1847.62 ms [2020-12-21 00:18:33 main:581] : INFO : Epoch 688 | loss: 0.0306961 | val_loss: 0.0309201 | Time: 1946.23 ms [2020-12-21 00:18:35 main:581] : INFO : Epoch 689 | loss: 0.0306827 | val_loss: 0.0309566 | Time: 1995.46 ms [2020-12-21 00:18:37 main:581] : INFO : Epoch 690 | loss: 0.03069 | val_loss: 0.0309072 | Time: 2002.27 ms [2020-12-21 00:18:39 main:581] : INFO : Epoch 691 | loss: 0.0306931 | val_loss: 0.0309498 | Time: 1990.07 ms [2020-12-21 00:18:41 main:581] : INFO : Epoch 692 | loss: 0.0306884 | val_loss: 0.0309373 | Time: 1998.47 ms [2020-12-21 00:18:43 main:581] : INFO : Epoch 693 | loss: 0.0307041 | val_loss: 0.0309336 | Time: 2001.01 ms [2020-12-21 00:18:45 main:581] : INFO : Epoch 694 | loss: 0.0307296 | val_loss: 0.030926 | Time: 2015.89 ms [2020-12-21 00:18:47 main:581] : INFO : Epoch 695 | loss: 0.0307148 | val_loss: 0.0308772 | Time: 2002.08 ms [2020-12-21 00:18:49 main:581] : INFO : Epoch 696 | loss: 0.030701 | val_loss: 0.0309196 | Time: 2005.91 ms [2020-12-21 00:18:51 main:581] : INFO : Epoch 697 | loss: 0.0306919 | val_loss: 0.0309196 | Time: 1999.69 ms [2020-12-21 00:18:53 main:581] : INFO : Epoch 698 | loss: 0.0306827 | val_loss: 0.0309384 | Time: 1995.26 ms [2020-12-21 00:18:55 main:581] : INFO : Epoch 699 | loss: 0.0306764 | val_loss: 0.0309381 | Time: 2004.32 ms [2020-12-21 00:18:57 main:581] : INFO : Epoch 700 | loss: 0.0306672 | val_loss: 0.0309269 | Time: 1998 ms [2020-12-21 00:18:59 main:581] : INFO : Epoch 701 | loss: 0.0306872 | val_loss: 0.0309177 | Time: 2005.36 ms [2020-12-21 00:19:01 main:581] : INFO : Epoch 702 | loss: 0.0307349 | val_loss: 0.0309158 | Time: 1933.72 ms [2020-12-21 00:19:03 main:581] : INFO : Epoch 703 | loss: 0.0307227 | val_loss: 0.0309343 | Time: 2000.36 ms [2020-12-21 00:19:05 main:581] : INFO : Epoch 704 | loss: 0.0306997 | val_loss: 0.0309285 | Time: 1987.1 ms [2020-12-21 00:19:07 main:581] : INFO : Epoch 705 | loss: 0.0306928 | val_loss: 0.0309835 | Time: 2004.07 ms [2020-12-21 00:19:09 main:581] : INFO : Epoch 706 | loss: 0.0307451 | val_loss: 0.030923 | Time: 2007.76 ms [2020-12-21 00:19:11 main:581] : INFO : Epoch 707 | loss: 0.0307033 | val_loss: 0.0309235 | Time: 1993.46 ms [2020-12-21 00:19:13 main:581] : INFO : Epoch 708 | loss: 0.0306812 | val_loss: 0.030924 | Time: 2000.23 ms [2020-12-21 00:19:15 main:581] : INFO : Epoch 709 | loss: 0.0306918 | val_loss: 0.0309219 | Time: 2000.88 ms [2020-12-21 00:19:17 main:581] : INFO : Epoch 710 | loss: 0.0306775 | val_loss: 0.0309243 | Time: 1995.03 ms [2020-12-21 00:19:19 main:581] : INFO : Epoch 711 | loss: 0.0306854 | val_loss: 0.0309456 | Time: 2007.26 ms [2020-12-21 00:19:21 main:581] : INFO : Epoch 712 | loss: 0.0306935 | val_loss: 0.030928 | Time: 1997.95 ms [2020-12-21 00:19:23 main:581] : INFO : Epoch 713 | loss: 0.0307074 | val_loss: 0.0309347 | Time: 2000.44 ms [2020-12-21 00:19:25 main:581] : INFO : Epoch 714 | loss: 0.0306926 | val_loss: 0.0309466 | Time: 1968.43 ms [2020-12-21 00:19:27 main:581] : INFO : Epoch 715 | loss: 0.0306895 | val_loss: 0.0309471 | Time: 1992.33 ms [2020-12-21 00:19:29 main:581] : INFO : Epoch 716 | loss: 0.0306882 | val_loss: 0.0309115 | Time: 2007.01 ms [2020-12-21 00:19:31 main:581] : INFO : Epoch 717 | loss: 0.0306836 | val_loss: 0.0309187 | Time: 1970.94 ms [2020-12-21 00:19:33 main:581] : INFO : Epoch 718 | loss: 0.0306835 | val_loss: 0.0309274 | Time: 1912.56 ms [2020-12-21 00:19:35 main:581] : INFO : Epoch 719 | loss: 0.0306778 | val_loss: 0.0309467 | Time: 1921.87 ms [2020-12-21 00:19:37 main:581] : INFO : Epoch 720 | loss: 0.0306887 | val_loss: 0.0309173 | Time: 1997.57 ms [2020-12-21 00:19:39 main:581] : INFO : Epoch 721 | loss: 0.0307005 | val_loss: 0.0309856 | Time: 1988.3 ms [2020-12-21 00:19:41 main:581] : INFO : Epoch 722 | loss: 0.0306978 | val_loss: 0.0309527 | Time: 1989.46 ms [2020-12-21 00:19:43 main:581] : INFO : Epoch 723 | loss: 0.0306808 | val_loss: 0.0309318 | Time: 1997.99 ms [2020-12-21 00:19:45 main:581] : INFO : Epoch 724 | loss: 0.0306972 | val_loss: 0.0309462 | Time: 1986.77 ms [2020-12-21 00:19:47 main:581] : INFO : Epoch 725 | loss: 0.0306818 | val_loss: 0.0309272 | Time: 1994.83 ms [2020-12-21 00:19:49 main:581] : INFO : Epoch 726 | loss: 0.0306626 | val_loss: 0.0309525 | Time: 1994.81 ms [2020-12-21 00:19:51 main:581] : INFO : Epoch 727 | loss: 0.0306607 | val_loss: 0.0309378 | Time: 1998.98 ms [2020-12-21 00:19:53 main:581] : INFO : Epoch 728 | loss: 0.0306661 | val_loss: 0.0309756 | Time: 2003.85 ms [2020-12-21 00:19:55 main:581] : INFO : Epoch 729 | loss: 0.0306619 | val_loss: 0.0309345 | Time: 1996.94 ms [2020-12-21 00:19:57 main:581] : INFO : Epoch 730 | loss: 0.0306608 | val_loss: 0.0309584 | Time: 1996.26 ms [2020-12-21 00:19:59 main:581] : INFO : Epoch 731 | loss: 0.0306696 | val_loss: 0.0309419 | Time: 1995.97 ms [2020-12-21 00:20:01 main:581] : INFO : Epoch 732 | loss: 0.0306659 | val_loss: 0.0309753 | Time: 1996.07 ms [2020-12-21 00:20:03 main:581] : INFO : Epoch 733 | loss: 0.030674 | val_loss: 0.0309537 | Time: 2000.01 ms [2020-12-21 00:20:05 main:581] : INFO : Epoch 734 | loss: 0.0306763 | val_loss: 0.0309195 | Time: 1991.49 ms [2020-12-21 00:20:07 main:581] : INFO : Epoch 735 | loss: 0.0306819 | val_loss: 0.0309589 | Time: 1998.65 ms [2020-12-21 00:20:09 main:581] : INFO : Epoch 736 | loss: 0.030681 | val_loss: 0.030927 | Time: 1987.48 ms [2020-12-21 00:20:11 main:581] : INFO : Epoch 737 | loss: 0.0306641 | val_loss: 0.0309693 | Time: 1993.75 ms [2020-12-21 00:20:13 main:581] : INFO : Epoch 738 | loss: 0.0306818 | val_loss: 0.0309493 | Time: 2006.03 ms [2020-12-21 00:20:15 main:581] : INFO : Epoch 739 | loss: 0.0306748 | val_loss: 0.0309347 | Time: 2002.78 ms [2020-12-21 00:20:17 main:581] : INFO : Epoch 740 | loss: 0.0306838 | val_loss: 0.0309751 | Time: 2008.31 ms [2020-12-21 00:20:19 main:581] : INFO : Epoch 741 | loss: 0.03067 | val_loss: 0.0309487 | Time: 2003.35 ms [2020-12-21 00:20:21 main:581] : INFO : Epoch 742 | loss: 0.0306791 | val_loss: 0.0309856 | Time: 2001.98 ms [2020-12-21 00:20:23 main:581] : INFO : Epoch 743 | loss: 0.0306704 | val_loss: 0.0309534 | Time: 1991.2 ms [2020-12-21 00:20:25 main:581] : INFO : Epoch 744 | loss: 0.0306667 | val_loss: 0.0309735 | Time: 2005.73 ms [2020-12-21 00:20:27 main:581] : INFO : Epoch 745 | loss: 0.0306682 | val_loss: 0.0309485 | Time: 2004.86 ms [2020-12-21 00:20:29 main:581] : INFO : Epoch 746 | loss: 0.0306768 | val_loss: 0.0309733 | Time: 2008 ms [2020-12-21 00:20:31 main:581] : INFO : Epoch 747 | loss: 0.0306839 | val_loss: 0.0309256 | Time: 1997.52 ms [2020-12-21 00:20:33 main:581] : INFO : Epoch 748 | loss: 0.0306718 | val_loss: 0.0309535 | Time: 1998.21 ms [2020-12-21 00:20:35 main:581] : INFO : Epoch 749 | loss: 0.0306667 | val_loss: 0.0309195 | Time: 2002.13 ms [2020-12-21 00:20:37 main:581] : INFO : Epoch 750 | loss: 0.0306763 | val_loss: 0.0309132 | Time: 1999.39 ms [2020-12-21 00:20:39 main:581] : INFO : Epoch 751 | loss: 0.0307107 | val_loss: 0.0309603 | Time: 2012.53 ms [2020-12-21 00:20:41 main:581] : INFO : Epoch 752 | loss: 0.0306932 | val_loss: 0.0309066 | Time: 2005.89 ms [2020-12-21 00:20:43 main:581] : INFO : Epoch 753 | loss: 0.0306701 | val_loss: 0.0309494 | Time: 1991.45 ms [2020-12-21 00:20:45 main:581] : INFO : Epoch 754 | loss: 0.0306592 | val_loss: 0.0309517 | Time: 1996.65 ms [2020-12-21 00:20:47 main:581] : INFO : Epoch 755 | loss: 0.0306736 | val_loss: 0.0309342 | Time: 2000.83 ms [2020-12-21 00:20:49 main:581] : INFO : Epoch 756 | loss: 0.0306862 | val_loss: 0.0309294 | Time: 1998.29 ms [2020-12-21 00:20:51 main:581] : INFO : Epoch 757 | loss: 0.0306716 | val_loss: 0.0309415 | Time: 2009.72 ms [2020-12-21 00:20:53 main:581] : INFO : Epoch 758 | loss: 0.0306752 | val_loss: 0.0309526 | Time: 2001.03 ms [2020-12-21 00:20:55 main:581] : INFO : Epoch 759 | loss: 0.0306676 | val_loss: 0.0309643 | Time: 2003.42 ms [2020-12-21 00:20:57 main:581] : INFO : Epoch 760 | loss: 0.030667 | val_loss: 0.0309548 | Time: 2002.3 ms [2020-12-21 00:20:59 main:581] : INFO : Epoch 761 | loss: 0.0306786 | val_loss: 0.030975 | Time: 1992.86 ms [2020-12-21 00:21:01 main:581] : INFO : Epoch 762 | loss: 0.0306728 | val_loss: 0.0309368 | Time: 1995.57 ms [2020-12-21 00:21:03 main:581] : INFO : Epoch 763 | loss: 0.0306659 | val_loss: 0.0309463 | Time: 2012.61 ms [2020-12-21 00:21:05 main:581] : INFO : Epoch 764 | loss: 0.0306546 | val_loss: 0.0309661 | Time: 2018.19 ms [2020-12-21 00:21:07 main:581] : INFO : Epoch 765 | loss: 0.03066 | val_loss: 0.0309311 | Time: 2001.24 ms [2020-12-21 00:21:09 main:581] : INFO : Epoch 766 | loss: 0.0306502 | val_loss: 0.0309548 | Time: 1999.47 ms [2020-12-21 00:21:11 main:581] : INFO : Epoch 767 | loss: 0.0306493 | val_loss: 0.0309627 | Time: 2004.32 ms [2020-12-21 00:21:13 main:581] : INFO : Epoch 768 | loss: 0.0306601 | val_loss: 0.0309413 | Time: 2005.07 ms [2020-12-21 00:21:15 main:581] : INFO : Epoch 769 | loss: 0.0306548 | val_loss: 0.0309525 | Time: 2003.01 ms [2020-12-21 00:21:17 main:581] : INFO : Epoch 770 | loss: 0.0306609 | val_loss: 0.0309618 | Time: 2003.04 ms [2020-12-21 00:21:19 main:581] : INFO : Epoch 771 | loss: 0.0306759 | val_loss: 0.0309536 | Time: 1998.44 ms [2020-12-21 00:21:21 main:581] : INFO : Epoch 772 | loss: 0.0306749 | val_loss: 0.0309207 | Time: 2002.83 ms [2020-12-21 00:21:23 main:581] : INFO : Epoch 773 | loss: 0.0306817 | val_loss: 0.0309704 | Time: 2002.85 ms [2020-12-21 00:21:25 main:581] : INFO : Epoch 774 | loss: 0.0306889 | val_loss: 0.0309504 | Time: 2001.2 ms [2020-12-21 00:21:27 main:581] : INFO : Epoch 775 | loss: 0.0306812 | val_loss: 0.0309484 | Time: 1992.66 ms [2020-12-21 00:21:29 main:581] : INFO : Epoch 776 | loss: 0.0306798 | val_loss: 0.03096 | Time: 2000.03 ms [2020-12-21 00:21:31 main:581] : INFO : Epoch 777 | loss: 0.0306726 | val_loss: 0.0309411 | Time: 1999.1 ms [2020-12-21 00:21:33 main:581] : INFO : Epoch 778 | loss: 0.0306766 | val_loss: 0.0309518 | Time: 1993.41 ms [2020-12-21 00:21:35 main:581] : INFO : Epoch 779 | loss: 0.0306719 | val_loss: 0.0309463 | Time: 1998.67 ms [2020-12-21 00:21:37 main:581] : INFO : Epoch 780 | loss: 0.0306592 | val_loss: 0.0309843 | Time: 2001.79 ms [2020-12-21 00:21:39 main:581] : INFO : Epoch 781 | loss: 0.030673 | val_loss: 0.0309303 | Time: 2006.8 ms [2020-12-21 00:21:41 main:581] : INFO : Epoch 782 | loss: 0.0307157 | val_loss: 0.0309459 | Time: 1999.37 ms [2020-12-21 00:21:43 main:581] : INFO : Epoch 783 | loss: 0.0307201 | val_loss: 0.0309293 | Time: 1996.11 ms [2020-12-21 00:21:45 main:581] : INFO : Epoch 784 | loss: 0.0306811 | val_loss: 0.0309417 | Time: 1997.22 ms [2020-12-21 00:21:47 main:581] : INFO : Epoch 785 | loss: 0.0306784 | val_loss: 0.0309121 | Time: 2010.48 ms [2020-12-21 00:21:49 main:581] : INFO : Epoch 786 | loss: 0.0306658 | val_loss: 0.0309241 | Time: 1989.84 ms [2020-12-21 00:21:51 main:581] : INFO : Epoch 787 | loss: 0.0306749 | val_loss: 0.0309454 | Time: 1998 ms [2020-12-21 00:21:53 main:581] : INFO : Epoch 788 | loss: 0.030673 | val_loss: 0.0309223 | Time: 2001.86 ms [2020-12-21 00:21:55 main:581] : INFO : Epoch 789 | loss: 0.0306897 | val_loss: 0.030952 | Time: 1997.61 ms [2020-12-21 00:21:57 main:581] : INFO : Epoch 790 | loss: 0.0306894 | val_loss: 0.0309176 | Time: 2000.56 ms [2020-12-21 00:21:59 main:581] : INFO : Epoch 791 | loss: 0.0306819 | val_loss: 0.0309119 | Time: 2011.21 ms [2020-12-21 00:22:01 main:581] : INFO : Epoch 792 | loss: 0.0306631 | val_loss: 0.0309801 | Time: 2003.85 ms [2020-12-21 00:22:03 main:581] : INFO : Epoch 793 | loss: 0.0306659 | val_loss: 0.0309136 | Time: 1996.9 ms [2020-12-21 00:22:05 main:581] : INFO : Epoch 794 | loss: 0.0306648 | val_loss: 0.0309494 | Time: 2000.81 ms [2020-12-21 00:22:07 main:581] : INFO : Epoch 795 | loss: 0.0306678 | val_loss: 0.0309336 | Time: 2003.94 ms [2020-12-21 00:22:09 main:581] : INFO : Epoch 796 | loss: 0.0306837 | val_loss: 0.0309066 | Time: 1993.62 ms [2020-12-21 00:22:11 main:581] : INFO : Epoch 797 | loss: 0.0307112 | val_loss: 0.0309139 | Time: 2001.28 ms [2020-12-21 00:22:13 main:581] : INFO : Epoch 798 | loss: 0.0306735 | val_loss: 0.0309131 | Time: 2005.12 ms [2020-12-21 00:22:15 main:581] : INFO : Epoch 799 | loss: 0.030663 | val_loss: 0.0309161 | Time: 2002.4 ms [2020-12-21 00:22:17 main:581] : INFO : Epoch 800 | loss: 0.0306798 | val_loss: 0.0309364 | Time: 2000.81 ms [2020-12-21 00:22:19 main:581] : INFO : Epoch 801 | loss: 0.0306662 | val_loss: 0.0309334 | Time: 2002.09 ms [2020-12-21 00:22:21 main:581] : INFO : Epoch 802 | loss: 0.0306724 | val_loss: 0.0309603 | Time: 1998.77 ms [2020-12-21 00:22:23 main:581] : INFO : Epoch 803 | loss: 0.0306856 | val_loss: 0.0309703 | Time: 2001.76 ms [2020-12-21 00:22:25 main:581] : INFO : Epoch 804 | loss: 0.0306793 | val_loss: 0.0309498 | Time: 2008.85 ms [2020-12-21 00:22:27 main:581] : INFO : Epoch 805 | loss: 0.0306756 | val_loss: 0.0309325 | Time: 1998.03 ms [2020-12-21 00:22:29 main:581] : INFO : Epoch 806 | loss: 0.0306809 | val_loss: 0.0309428 | Time: 2003.26 ms [2020-12-21 00:22:31 main:581] : INFO : Epoch 807 | loss: 0.0306876 | val_loss: 0.0309454 | Time: 1994.41 ms [2020-12-21 00:22:33 main:581] : INFO : Epoch 808 | loss: 0.0306891 | val_loss: 0.0309426 | Time: 1999.81 ms [2020-12-21 00:22:35 main:581] : INFO : Epoch 809 | loss: 0.0306839 | val_loss: 0.0309912 | Time: 2011.16 ms [2020-12-21 00:22:37 main:581] : INFO : Epoch 810 | loss: 0.0307182 | val_loss: 0.0309279 | Time: 2007.52 ms [2020-12-21 00:22:39 main:581] : INFO : Epoch 811 | loss: 0.0307067 | val_loss: 0.0309419 | Time: 2001.74 ms [2020-12-21 00:22:41 main:581] : INFO : Epoch 812 | loss: 0.0306723 | val_loss: 0.0309461 | Time: 1998.81 ms [2020-12-21 00:22:43 main:581] : INFO : Epoch 813 | loss: 0.0306643 | val_loss: 0.0309275 | Time: 2001.03 ms [2020-12-21 00:22:45 main:581] : INFO : Epoch 814 | loss: 0.0307094 | val_loss: 0.0309238 | Time: 1994.97 ms [2020-12-21 00:22:47 main:581] : INFO : Epoch 815 | loss: 0.0306985 | val_loss: 0.0309259 | Time: 1997.97 ms [2020-12-21 00:22:49 main:581] : INFO : Epoch 816 | loss: 0.0306785 | val_loss: 0.0309637 | Time: 2001.93 ms [2020-12-21 00:22:51 main:581] : INFO : Epoch 817 | loss: 0.0306709 | val_loss: 0.0309424 | Time: 2005.37 ms [2020-12-21 00:22:53 main:581] : INFO : Epoch 818 | loss: 0.0306599 | val_loss: 0.0309411 | Time: 2009.23 ms [2020-12-21 00:22:55 main:581] : INFO : Epoch 819 | loss: 0.0306586 | val_loss: 0.0309481 | Time: 2002.36 ms [2020-12-21 00:22:57 main:581] : INFO : Epoch 820 | loss: 0.0306678 | val_loss: 0.0309454 | Time: 1999.43 ms [2020-12-21 00:22:59 main:581] : INFO : Epoch 821 | loss: 0.0306681 | val_loss: 0.0309358 | Time: 2004.32 ms [2020-12-21 00:23:01 main:581] : INFO : Epoch 822 | loss: 0.0306801 | val_loss: 0.0309241 | Time: 2004.84 ms [2020-12-21 00:23:03 main:581] : INFO : Epoch 823 | loss: 0.0306958 | val_loss: 0.0309087 | Time: 2005.01 ms [2020-12-21 00:23:05 main:581] : INFO : Epoch 824 | loss: 0.0306901 | val_loss: 0.0309243 | Time: 1995.96 ms [2020-12-21 00:23:07 main:581] : INFO : Epoch 825 | loss: 0.0307583 | val_loss: 0.030934 | Time: 2002.09 ms [2020-12-21 00:23:09 main:581] : INFO : Epoch 826 | loss: 0.0308111 | val_loss: 0.0308915 | Time: 2005.99 ms [2020-12-21 00:23:11 main:581] : INFO : Epoch 827 | loss: 0.0307929 | val_loss: 0.0308888 | Time: 2007.72 ms [2020-12-21 00:23:13 main:581] : INFO : Epoch 828 | loss: 0.0307436 | val_loss: 0.0309067 | Time: 2017.28 ms [2020-12-21 00:23:15 main:581] : INFO : Epoch 829 | loss: 0.0307072 | val_loss: 0.0309419 | Time: 2001.58 ms [2020-12-21 00:23:17 main:581] : INFO : Epoch 830 | loss: 0.030705 | val_loss: 0.0309066 | Time: 2003.12 ms [2020-12-21 00:23:19 main:581] : INFO : Epoch 831 | loss: 0.0306935 | val_loss: 0.0309239 | Time: 2003.79 ms [2020-12-21 00:23:21 main:581] : INFO : Epoch 832 | loss: 0.0306781 | val_loss: 0.0309173 | Time: 1996.49 ms [2020-12-21 00:23:23 main:581] : INFO : Epoch 833 | loss: 0.0306707 | val_loss: 0.0309348 | Time: 2004.92 ms [2020-12-21 00:23:25 main:581] : INFO : Epoch 834 | loss: 0.0306727 | val_loss: 0.030921 | Time: 2000.72 ms [2020-12-21 00:23:27 main:581] : INFO : Epoch 835 | loss: 0.0306654 | val_loss: 0.0309229 | Time: 1993.38 ms [2020-12-21 00:23:29 main:581] : INFO : Epoch 836 | loss: 0.0306605 | val_loss: 0.0309852 | Time: 2001.06 ms [2020-12-21 00:23:31 main:581] : INFO : Epoch 837 | loss: 0.030663 | val_loss: 0.0309249 | Time: 1994.1 ms [2020-12-21 00:23:33 main:581] : INFO : Epoch 838 | loss: 0.0306772 | val_loss: 0.0309462 | Time: 2001.64 ms [2020-12-21 00:23:35 main:581] : INFO : Epoch 839 | loss: 0.0306765 | val_loss: 0.0309647 | Time: 2000.65 ms [2020-12-21 00:23:37 main:581] : INFO : Epoch 840 | loss: 0.0307359 | val_loss: 0.030882 | Time: 1993.16 ms [2020-12-21 00:23:39 main:581] : INFO : Epoch 841 | loss: 0.0307245 | val_loss: 0.0309481 | Time: 1991.91 ms [2020-12-21 00:23:41 main:581] : INFO : Epoch 842 | loss: 0.0307012 | val_loss: 0.0308937 | Time: 2003.39 ms [2020-12-21 00:23:43 main:581] : INFO : Epoch 843 | loss: 0.0306891 | val_loss: 0.0309275 | Time: 1996.28 ms [2020-12-21 00:23:45 main:581] : INFO : Epoch 844 | loss: 0.0306822 | val_loss: 0.0309401 | Time: 2002.58 ms [2020-12-21 00:23:47 main:581] : INFO : Epoch 845 | loss: 0.0306716 | val_loss: 0.0309109 | Time: 2000.3 ms [2020-12-21 00:23:49 main:581] : INFO : Epoch 846 | loss: 0.0306613 | val_loss: 0.0309318 | Time: 2000.87 ms [2020-12-21 00:23:51 main:581] : INFO : Epoch 847 | loss: 0.0306574 | val_loss: 0.0309556 | Time: 2002.03 ms [2020-12-21 00:23:53 main:581] : INFO : Epoch 848 | loss: 0.0306791 | val_loss: 0.0309439 | Time: 2006.48 ms [2020-12-21 00:23:55 main:581] : INFO : Epoch 849 | loss: 0.0306656 | val_loss: 0.0309387 | Time: 1998.91 ms [2020-12-21 00:23:57 main:581] : INFO : Epoch 850 | loss: 0.0306983 | val_loss: 0.0309067 | Time: 2010.23 ms [2020-12-21 00:23:59 main:581] : INFO : Epoch 851 | loss: 0.0306856 | val_loss: 0.0309397 | Time: 1998.38 ms [2020-12-21 00:24:01 main:581] : INFO : Epoch 852 | loss: 0.0306691 | val_loss: 0.0309361 | Time: 2011.77 ms [2020-12-21 00:24:03 main:581] : INFO : Epoch 853 | loss: 0.0306724 | val_loss: 0.0309256 | Time: 2003.38 ms [2020-12-21 00:24:05 main:581] : INFO : Epoch 854 | loss: 0.0306727 | val_loss: 0.0309368 | Time: 1996.64 ms [2020-12-21 00:24:07 main:581] : INFO : Epoch 855 | loss: 0.0306566 | val_loss: 0.0309617 | Time: 2002.6 ms [2020-12-21 00:24:09 main:581] : INFO : Epoch 856 | loss: 0.0306811 | val_loss: 0.0309019 | Time: 1994.09 ms [2020-12-21 00:24:11 main:581] : INFO : Epoch 857 | loss: 0.030673 | val_loss: 0.0309653 | Time: 1997.73 ms [2020-12-21 00:24:13 main:581] : INFO : Epoch 858 | loss: 0.0306818 | val_loss: 0.0309346 | Time: 2002.1 ms [2020-12-21 00:24:15 main:581] : INFO : Epoch 859 | loss: 0.0306741 | val_loss: 0.0309325 | Time: 2006.56 ms [2020-12-21 00:24:17 main:581] : INFO : Epoch 860 | loss: 0.0306666 | val_loss: 0.0309557 | Time: 1993.34 ms [2020-12-21 00:24:19 main:581] : INFO : Epoch 861 | loss: 0.0306702 | val_loss: 0.030941 | Time: 2001.09 ms [2020-12-21 00:24:21 main:581] : INFO : Epoch 862 | loss: 0.0306659 | val_loss: 0.0309633 | Time: 1996.05 ms [2020-12-21 00:24:23 main:581] : INFO : Epoch 863 | loss: 0.0306575 | val_loss: 0.030934 | Time: 2001.01 ms [2020-12-21 00:24:25 main:581] : INFO : Epoch 864 | loss: 0.0306476 | val_loss: 0.0309382 | Time: 1994.27 ms [2020-12-21 00:24:27 main:581] : INFO : Epoch 865 | loss: 0.030654 | val_loss: 0.0309472 | Time: 1994.77 ms [2020-12-21 00:24:29 main:581] : INFO : Epoch 866 | loss: 0.0306602 | val_loss: 0.0309713 | Time: 1995.46 ms [2020-12-21 00:24:31 main:581] : INFO : Epoch 867 | loss: 0.0306547 | val_loss: 0.0309689 | Time: 2004.33 ms [2020-12-21 00:24:33 main:581] : INFO : Epoch 868 | loss: 0.0306437 | val_loss: 0.0309623 | Time: 1996.15 ms [2020-12-21 00:24:35 main:581] : INFO : Epoch 869 | loss: 0.0306469 | val_loss: 0.030947 | Time: 2011.48 ms [2020-12-21 00:24:37 main:581] : INFO : Epoch 870 | loss: 0.0306615 | val_loss: 0.0310103 | Time: 1994.8 ms [2020-12-21 00:24:39 main:581] : INFO : Epoch 871 | loss: 0.0306753 | val_loss: 0.0309031 | Time: 1997.23 ms [2020-12-21 00:24:41 main:581] : INFO : Epoch 872 | loss: 0.03066 | val_loss: 0.0309721 | Time: 2002.54 ms [2020-12-21 00:24:43 main:581] : INFO : Epoch 873 | loss: 0.030649 | val_loss: 0.0309532 | Time: 1993.94 ms [2020-12-21 00:24:45 main:581] : INFO : Epoch 874 | loss: 0.030643 | val_loss: 0.0309275 | Time: 1998.17 ms [2020-12-21 00:24:47 main:581] : INFO : Epoch 875 | loss: 0.0306582 | val_loss: 0.0309777 | Time: 2004.87 ms [2020-12-21 00:24:49 main:581] : INFO : Epoch 876 | loss: 0.0306777 | val_loss: 0.0309404 | Time: 2006.3 ms [2020-12-21 00:24:51 main:581] : INFO : Epoch 877 | loss: 0.0306709 | val_loss: 0.0309616 | Time: 2002.26 ms [2020-12-21 00:24:53 main:581] : INFO : Epoch 878 | loss: 0.0306665 | val_loss: 0.0309117 | Time: 2005.25 ms [2020-12-21 00:24:55 main:581] : INFO : Epoch 879 | loss: 0.0306724 | val_loss: 0.0309143 | Time: 2007.87 ms [2020-12-21 00:24:57 main:581] : INFO : Epoch 880 | loss: 0.0306741 | val_loss: 0.0309485 | Time: 2003.36 ms [2020-12-21 00:24:59 main:581] : INFO : Epoch 881 | loss: 0.0306933 | val_loss: 0.030931 | Time: 2001.19 ms [2020-12-21 00:25:01 main:581] : INFO : Epoch 882 | loss: 0.0306857 | val_loss: 0.0309371 | Time: 1995.88 ms [2020-12-21 00:25:03 main:581] : INFO : Epoch 883 | loss: 0.0307368 | val_loss: 0.0309567 | Time: 2001.65 ms [2020-12-21 00:25:05 main:581] : INFO : Epoch 884 | loss: 0.0307271 | val_loss: 0.030928 | Time: 2004.96 ms [2020-12-21 00:25:07 main:581] : INFO : Epoch 885 | loss: 0.0307545 | val_loss: 0.0309124 | Time: 2008.14 ms [2020-12-21 00:25:09 main:581] : INFO : Epoch 886 | loss: 0.0307168 | val_loss: 0.0309287 | Time: 2003.74 ms [2020-12-21 00:25:11 main:581] : INFO : Epoch 887 | loss: 0.0307064 | val_loss: 0.0308818 | Time: 2003.39 ms [2020-12-21 00:25:13 main:581] : INFO : Epoch 888 | loss: 0.0306971 | val_loss: 0.0309422 | Time: 2008.89 ms [2020-12-21 00:25:15 main:581] : INFO : Epoch 889 | loss: 0.0307093 | val_loss: 0.0309128 | Time: 2008.1 ms [2020-12-21 00:25:17 main:581] : INFO : Epoch 890 | loss: 0.0306791 | val_loss: 0.0309122 | Time: 1998.93 ms [2020-12-21 00:25:19 main:581] : INFO : Epoch 891 | loss: 0.0306647 | val_loss: 0.0309356 | Time: 2001.68 ms [2020-12-21 00:25:21 main:581] : INFO : Epoch 892 | loss: 0.0306641 | val_loss: 0.0309181 | Time: 2007.53 ms [2020-12-21 00:25:23 main:581] : INFO : Epoch 893 | loss: 0.0306864 | val_loss: 0.0309206 | Time: 2013.03 ms [2020-12-21 00:25:25 main:581] : INFO : Epoch 894 | loss: 0.0306778 | val_loss: 0.0309418 | Time: 1996 ms [2020-12-21 00:25:27 main:581] : INFO : Epoch 895 | loss: 0.030681 | val_loss: 0.0309304 | Time: 2007.15 ms [2020-12-21 00:25:29 main:581] : INFO : Epoch 896 | loss: 0.0306743 | val_loss: 0.030935 | Time: 1995.83 ms [2020-12-21 00:25:31 main:581] : INFO : Epoch 897 | loss: 0.0306761 | val_loss: 0.0309798 | Time: 1990.74 ms [2020-12-21 00:25:33 main:581] : INFO : Epoch 898 | loss: 0.0306809 | val_loss: 0.0309296 | Time: 2003.9 ms [2020-12-21 00:25:35 main:581] : INFO : Epoch 899 | loss: 0.0306966 | val_loss: 0.0309036 | Time: 1999.17 ms [2020-12-21 00:25:37 main:581] : INFO : Epoch 900 | loss: 0.03068 | val_loss: 0.0309402 | Time: 2006.53 ms [2020-12-21 00:25:39 main:581] : INFO : Epoch 901 | loss: 0.0306664 | val_loss: 0.0309272 | Time: 2002.09 ms [2020-12-21 00:25:41 main:581] : INFO : Epoch 902 | loss: 0.0306577 | val_loss: 0.0309087 | Time: 1995.77 ms [2020-12-21 00:25:43 main:581] : INFO : Epoch 903 | loss: 0.0306513 | val_loss: 0.0309488 | Time: 2001.56 ms [2020-12-21 00:25:45 main:581] : INFO : Epoch 904 | loss: 0.0306477 | val_loss: 0.0309176 | Time: 2007.47 ms [2020-12-21 00:25:47 main:581] : INFO : Epoch 905 | loss: 0.0306383 | val_loss: 0.0309321 | Time: 2012.9 ms [2020-12-21 00:25:49 main:581] : INFO : Epoch 906 | loss: 0.0306523 | val_loss: 0.0309248 | Time: 2008.37 ms [2020-12-21 00:25:51 main:581] : INFO : Epoch 907 | loss: 0.0306601 | val_loss: 0.0309742 | Time: 1997.7 ms [2020-12-21 00:25:53 main:581] : INFO : Epoch 908 | loss: 0.0306725 | val_loss: 0.0309269 | Time: 2012.44 ms [2020-12-21 00:25:55 main:581] : INFO : Epoch 909 | loss: 0.0306867 | val_loss: 0.030944 | Time: 1994.37 ms [2020-12-21 00:25:57 main:581] : INFO : Epoch 910 | loss: 0.030696 | val_loss: 0.0309412 | Time: 2007.52 ms [2020-12-21 00:25:59 main:581] : INFO : Epoch 911 | loss: 0.0306677 | val_loss: 0.0309365 | Time: 1995.83 ms [2020-12-21 00:26:01 main:581] : INFO : Epoch 912 | loss: 0.0306851 | val_loss: 0.0309268 | Time: 2002.57 ms [2020-12-21 00:26:03 main:581] : INFO : Epoch 913 | loss: 0.030701 | val_loss: 0.030946 | Time: 2003.33 ms [2020-12-21 00:26:05 main:581] : INFO : Epoch 914 | loss: 0.0306813 | val_loss: 0.0309756 | Time: 2006.2 ms [2020-12-21 00:26:07 main:581] : INFO : Epoch 915 | loss: 0.030664 | val_loss: 0.0309115 | Time: 1993.01 ms [2020-12-21 00:26:09 main:581] : INFO : Epoch 916 | loss: 0.0306602 | val_loss: 0.0309374 | Time: 2004.01 ms [2020-12-21 00:26:11 main:581] : INFO : Epoch 917 | loss: 0.0306576 | val_loss: 0.0309587 | Time: 1995.84 ms [2020-12-21 00:26:13 main:581] : INFO : Epoch 918 | loss: 0.0306629 | val_loss: 0.0309672 | Time: 2005.9 ms [2020-12-21 00:26:15 main:581] : INFO : Epoch 919 | loss: 0.0306825 | val_loss: 0.0309833 | Time: 2006.24 ms [2020-12-21 00:26:17 main:581] : INFO : Epoch 920 | loss: 0.0306723 | val_loss: 0.0309604 | Time: 1998.68 ms [2020-12-21 00:26:19 main:581] : INFO : Epoch 921 | loss: 0.0306584 | val_loss: 0.03096 | Time: 2002.85 ms [2020-12-21 00:26:21 main:581] : INFO : Epoch 922 | loss: 0.0306526 | val_loss: 0.0309925 | Time: 1993.76 ms [2020-12-21 00:26:23 main:581] : INFO : Epoch 923 | loss: 0.0306476 | val_loss: 0.0309482 | Time: 2002.26 ms [2020-12-21 00:26:25 main:581] : INFO : Epoch 924 | loss: 0.0306978 | val_loss: 0.0309 | Time: 1994.73 ms [2020-12-21 00:26:27 main:581] : INFO : Epoch 925 | loss: 0.0307614 | val_loss: 0.0309167 | Time: 2007.75 ms [2020-12-21 00:26:29 main:581] : INFO : Epoch 926 | loss: 0.0307355 | val_loss: 0.0309202 | Time: 2004.28 ms [2020-12-21 00:26:31 main:581] : INFO : Epoch 927 | loss: 0.0307095 | val_loss: 0.0309166 | Time: 2002.78 ms [2020-12-21 00:26:33 main:581] : INFO : Epoch 928 | loss: 0.0306995 | val_loss: 0.0309372 | Time: 1994.35 ms [2020-12-21 00:26:35 main:581] : INFO : Epoch 929 | loss: 0.0307262 | val_loss: 0.030973 | Time: 2001.19 ms [2020-12-21 00:26:37 main:581] : INFO : Epoch 930 | loss: 0.0308134 | val_loss: 0.0309099 | Time: 1998.59 ms [2020-12-21 00:26:39 main:581] : INFO : Epoch 931 | loss: 0.0307779 | val_loss: 0.0309037 | Time: 2004.83 ms [2020-12-21 00:26:41 main:581] : INFO : Epoch 932 | loss: 0.030736 | val_loss: 0.030913 | Time: 2010.34 ms [2020-12-21 00:26:43 main:581] : INFO : Epoch 933 | loss: 0.0307126 | val_loss: 0.0309351 | Time: 1996.15 ms [2020-12-21 00:26:45 main:581] : INFO : Epoch 934 | loss: 0.0307055 | val_loss: 0.0309293 | Time: 2006.82 ms [2020-12-21 00:26:47 main:581] : INFO : Epoch 935 | loss: 0.0306997 | val_loss: 0.0309512 | Time: 1997.87 ms [2020-12-21 00:26:49 main:581] : INFO : Epoch 936 | loss: 0.0307343 | val_loss: 0.0309047 | Time: 2003.81 ms [2020-12-21 00:26:51 main:581] : INFO : Epoch 937 | loss: 0.0307258 | val_loss: 0.0309293 | Time: 2001.12 ms [2020-12-21 00:26:53 main:581] : INFO : Epoch 938 | loss: 0.0307153 | val_loss: 0.0309112 | Time: 2008.52 ms [2020-12-21 00:26:55 main:581] : INFO : Epoch 939 | loss: 0.0306982 | val_loss: 0.0309371 | Time: 1996.89 ms [2020-12-21 00:26:57 main:581] : INFO : Epoch 940 | loss: 0.0306784 | val_loss: 0.0309373 | Time: 2004.15 ms [2020-12-21 00:26:59 main:581] : INFO : Epoch 941 | loss: 0.0306666 | val_loss: 0.0309389 | Time: 1998.59 ms [2020-12-21 00:27:01 main:581] : INFO : Epoch 942 | loss: 0.0306659 | val_loss: 0.0310043 | Time: 2007.24 ms [2020-12-21 00:27:03 main:581] : INFO : Epoch 943 | loss: 0.0306607 | val_loss: 0.0309576 | Time: 2005.04 ms [2020-12-21 00:27:05 main:581] : INFO : Epoch 944 | loss: 0.0306773 | val_loss: 0.0309502 | Time: 1995.8 ms [2020-12-21 00:27:07 main:581] : INFO : Epoch 945 | loss: 0.0306852 | val_loss: 0.0309753 | Time: 2005.96 ms [2020-12-21 00:27:09 main:581] : INFO : Epoch 946 | loss: 0.030674 | val_loss: 0.0309563 | Time: 1997.69 ms [2020-12-21 00:27:11 main:581] : INFO : Epoch 947 | loss: 0.030685 | val_loss: 0.0309577 | Time: 1996.43 ms [2020-12-21 00:27:13 main:581] : INFO : Epoch 948 | loss: 0.0307084 | val_loss: 0.0309203 | Time: 1996.57 ms [2020-12-21 00:27:15 main:581] : INFO : Epoch 949 | loss: 0.0307344 | val_loss: 0.0309285 | Time: 2007.07 ms [2020-12-21 00:27:17 main:581] : INFO : Epoch 950 | loss: 0.030735 | val_loss: 0.0309147 | Time: 1998.9 ms [2020-12-21 00:27:19 main:581] : INFO : Epoch 951 | loss: 0.0307114 | val_loss: 0.0308977 | Time: 2005.69 ms [2020-12-21 00:27:21 main:581] : INFO : Epoch 952 | loss: 0.0307004 | val_loss: 0.0309284 | Time: 1996.77 ms [2020-12-21 00:27:23 main:581] : INFO : Epoch 953 | loss: 0.0306896 | val_loss: 0.0309688 | Time: 2009.33 ms [2020-12-21 00:27:25 main:581] : INFO : Epoch 954 | loss: 0.0306658 | val_loss: 0.0309524 | Time: 2010.76 ms [2020-12-21 00:27:27 main:581] : INFO : Epoch 955 | loss: 0.0306705 | val_loss: 0.0309374 | Time: 2000.1 ms [2020-12-21 00:27:29 main:581] : INFO : Epoch 956 | loss: 0.0306812 | val_loss: 0.0309175 | Time: 2009.92 ms [2020-12-21 00:27:31 main:581] : INFO : Epoch 957 | loss: 0.0307334 | val_loss: 0.0309538 | Time: 2007.09 ms [2020-12-21 00:27:33 main:581] : INFO : Epoch 958 | loss: 0.0307353 | val_loss: 0.0309097 | Time: 2004.67 ms [2020-12-21 00:27:35 main:581] : INFO : Epoch 959 | loss: 0.030737 | val_loss: 0.0308954 | Time: 2008.79 ms [2020-12-21 00:27:37 main:581] : INFO : Epoch 960 | loss: 0.0307383 | val_loss: 0.0309317 | Time: 2000.21 ms [2020-12-21 00:27:39 main:581] : INFO : Epoch 961 | loss: 0.0307145 | val_loss: 0.030913 | Time: 2009.03 ms [2020-12-21 00:27:41 main:581] : INFO : Epoch 962 | loss: 0.0307015 | val_loss: 0.0309469 | Time: 1999.27 ms [2020-12-21 00:27:43 main:581] : INFO : Epoch 963 | loss: 0.030715 | val_loss: 0.0308882 | Time: 1994.33 ms [2020-12-21 00:27:45 main:581] : INFO : Epoch 964 | loss: 0.0307139 | val_loss: 0.030919 | Time: 2001.62 ms [2020-12-21 00:27:47 main:581] : INFO : Epoch 965 | loss: 0.0306967 | val_loss: 0.0309135 | Time: 2006.9 ms [2020-12-21 00:27:49 main:581] : INFO : Epoch 966 | loss: 0.0307696 | val_loss: 0.0309235 | Time: 2000.09 ms [2020-12-21 00:27:51 main:581] : INFO : Epoch 967 | loss: 0.0307661 | val_loss: 0.0309201 | Time: 2007.73 ms [2020-12-21 00:27:53 main:581] : INFO : Epoch 968 | loss: 0.0307179 | val_loss: 0.0309267 | Time: 1999.08 ms [2020-12-21 00:27:55 main:581] : INFO : Epoch 969 | loss: 0.0307119 | val_loss: 0.0309206 | Time: 1997.67 ms [2020-12-21 00:27:57 main:581] : INFO : Epoch 970 | loss: 0.0306971 | val_loss: 0.0309108 | Time: 2002.6 ms [2020-12-21 00:27:59 main:581] : INFO : Epoch 971 | loss: 0.0306949 | val_loss: 0.0309317 | Time: 2006.22 ms [2020-12-21 00:28:01 main:581] : INFO : Epoch 972 | loss: 0.0306953 | val_loss: 0.0309252 | Time: 2003.83 ms [2020-12-21 00:28:03 main:581] : INFO : Epoch 973 | loss: 0.0306902 | val_loss: 0.0309178 | Time: 1995.9 ms [2020-12-21 00:28:05 main:581] : INFO : Epoch 974 | loss: 0.0306945 | val_loss: 0.0309549 | Time: 2007.99 ms [2020-12-21 00:28:07 main:581] : INFO : Epoch 975 | loss: 0.0306778 | val_loss: 0.0309466 | Time: 2004.59 ms [2020-12-21 00:28:09 main:581] : INFO : Epoch 976 | loss: 0.0306998 | val_loss: 0.0309436 | Time: 2001.62 ms [2020-12-21 00:28:11 main:581] : INFO : Epoch 977 | loss: 0.0307095 | val_loss: 0.0309509 | Time: 2009.55 ms [2020-12-21 00:28:13 main:581] : INFO : Epoch 978 | loss: 0.030703 | val_loss: 0.0309371 | Time: 1999.35 ms [2020-12-21 00:28:15 main:581] : INFO : Epoch 979 | loss: 0.0306826 | val_loss: 0.0309245 | Time: 2004.69 ms [2020-12-21 00:28:17 main:581] : INFO : Epoch 980 | loss: 0.0306821 | val_loss: 0.0309855 | Time: 1999.65 ms [2020-12-21 00:28:19 main:581] : INFO : Epoch 981 | loss: 0.0306914 | val_loss: 0.0309115 | Time: 1999.28 ms [2020-12-21 00:28:21 main:581] : INFO : Epoch 982 | loss: 0.0306785 | val_loss: 0.0309193 | Time: 2014.89 ms [2020-12-21 00:28:23 main:581] : INFO : Epoch 983 | loss: 0.0306719 | val_loss: 0.0309583 | Time: 2001.69 ms [2020-12-21 00:28:25 main:581] : INFO : Epoch 984 | loss: 0.0306687 | val_loss: 0.0309398 | Time: 1999.57 ms [2020-12-21 00:28:27 main:581] : INFO : Epoch 985 | loss: 0.030656 | val_loss: 0.0309258 | Time: 2005.86 ms [2020-12-21 00:28:29 main:581] : INFO : Epoch 986 | loss: 0.0306616 | val_loss: 0.0309253 | Time: 2004.31 ms [2020-12-21 00:28:31 main:581] : INFO : Epoch 987 | loss: 0.030685 | val_loss: 0.0309615 | Time: 2001.54 ms [2020-12-21 00:28:33 main:581] : INFO : Epoch 988 | loss: 0.0306846 | val_loss: 0.0309467 | Time: 2009.02 ms [2020-12-21 00:28:35 main:581] : INFO : Epoch 989 | loss: 0.0306662 | val_loss: 0.0309244 | Time: 1995.69 ms [2020-12-21 00:28:37 main:581] : INFO : Epoch 990 | loss: 0.0306599 | val_loss: 0.030962 | Time: 1999.22 ms [2020-12-21 00:28:39 main:581] : INFO : Epoch 991 | loss: 0.0306587 | val_loss: 0.0309358 | Time: 2003.13 ms [2020-12-21 00:28:41 main:581] : INFO : Epoch 992 | loss: 0.0306566 | val_loss: 0.0309238 | Time: 2001.13 ms [2020-12-21 00:28:43 main:581] : INFO : Epoch 993 | loss: 0.030676 | val_loss: 0.0309764 | Time: 2001.93 ms [2020-12-21 00:28:45 main:581] : INFO : Epoch 994 | loss: 0.0306704 | val_loss: 0.0309333 | Time: 2007.16 ms [2020-12-21 00:28:47 main:581] : INFO : Epoch 995 | loss: 0.0306698 | val_loss: 0.0309306 | Time: 2000.1 ms [2020-12-21 00:28:49 main:581] : INFO : Epoch 996 | loss: 0.0306759 | val_loss: 0.030951 | Time: 2002.16 ms [2020-12-21 00:28:51 main:581] : INFO : Epoch 997 | loss: 0.0306826 | val_loss: 0.0309442 | Time: 2008.5 ms [2020-12-21 00:28:53 main:581] : INFO : Epoch 998 | loss: 0.0306676 | val_loss: 0.030932 | Time: 2008.56 ms [2020-12-21 00:28:55 main:581] : INFO : Epoch 999 | loss: 0.0306653 | val_loss: 0.0309566 | Time: 1997.07 ms [2020-12-21 00:28:57 main:581] : INFO : Epoch 1000 | loss: 0.0306582 | val_loss: 0.0309468 | Time: 2001.47 ms [2020-12-21 00:28:59 main:581] : INFO : Epoch 1001 | loss: 0.0306704 | val_loss: 0.0309511 | Time: 2002.24 ms [2020-12-21 00:29:01 main:581] : INFO : Epoch 1002 | loss: 0.0306752 | val_loss: 0.0309709 | Time: 2002.41 ms [2020-12-21 00:29:03 main:581] : INFO : Epoch 1003 | loss: 0.0306776 | val_loss: 0.0309209 | Time: 2004.06 ms [2020-12-21 00:29:05 main:581] : INFO : Epoch 1004 | loss: 0.0306637 | val_loss: 0.030949 | Time: 1999.96 ms [2020-12-21 00:29:07 main:581] : INFO : Epoch 1005 | loss: 0.0306625 | val_loss: 0.0309341 | Time: 2003.49 ms [2020-12-21 00:29:09 main:581] : INFO : Epoch 1006 | loss: 0.0306761 | val_loss: 0.0309772 | Time: 2000.39 ms [2020-12-21 00:29:11 main:581] : INFO : Epoch 1007 | loss: 0.0306697 | val_loss: 0.0309366 | Time: 1997.95 ms [2020-12-21 00:29:13 main:581] : INFO : Epoch 1008 | loss: 0.0306718 | val_loss: 0.030918 | Time: 1997.85 ms [2020-12-21 00:29:15 main:581] : INFO : Epoch 1009 | loss: 0.0306648 | val_loss: 0.0309664 | Time: 1999.92 ms [2020-12-21 00:29:17 main:581] : INFO : Epoch 1010 | loss: 0.03066 | val_loss: 0.0309409 | Time: 2004.04 ms [2020-12-21 00:29:19 main:581] : INFO : Epoch 1011 | loss: 0.0306571 | val_loss: 0.0309489 | Time: 2001.23 ms [2020-12-21 00:29:21 main:581] : INFO : Epoch 1012 | loss: 0.0306692 | val_loss: 0.0309685 | Time: 1999.63 ms [2020-12-21 00:29:23 main:581] : INFO : Epoch 1013 | loss: 0.030671 | val_loss: 0.0309682 | Time: 2009.12 ms [2020-12-21 00:29:25 main:581] : INFO : Epoch 1014 | loss: 0.0306715 | val_loss: 0.0309626 | Time: 2008.39 ms [2020-12-21 00:29:27 main:581] : INFO : Epoch 1015 | loss: 0.0306628 | val_loss: 0.0309402 | Time: 2009.55 ms [2020-12-21 00:29:29 main:581] : INFO : Epoch 1016 | loss: 0.0306526 | val_loss: 0.0309298 | Time: 2008.42 ms [2020-12-21 00:29:31 main:581] : INFO : Epoch 1017 | loss: 0.0306528 | val_loss: 0.0309438 | Time: 2009.56 ms [2020-12-21 00:29:33 main:581] : INFO : Epoch 1018 | loss: 0.0306526 | val_loss: 0.0309514 | Time: 1999.26 ms [2020-12-21 00:29:35 main:581] : INFO : Epoch 1019 | loss: 0.0306507 | val_loss: 0.0309492 | Time: 2001.44 ms [2020-12-21 00:29:37 main:581] : INFO : Epoch 1020 | loss: 0.0306452 | val_loss: 0.0309395 | Time: 2000.55 ms [2020-12-21 00:29:39 main:581] : INFO : Epoch 1021 | loss: 0.0306539 | val_loss: 0.0310013 | Time: 2001.46 ms [2020-12-21 00:29:41 main:581] : INFO : Epoch 1022 | loss: 0.0306714 | val_loss: 0.0309565 | Time: 2007.89 ms [2020-12-21 00:29:43 main:581] : INFO : Epoch 1023 | loss: 0.0309379 | val_loss: 0.031021 | Time: 2005.35 ms [2020-12-21 00:29:45 main:581] : INFO : Epoch 1024 | loss: 0.0309318 | val_loss: 0.0309503 | Time: 2005.47 ms [2020-12-21 00:29:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0309503 [2020-12-21 00:29:45 main:610] : INFO : Saving end state to config to file [2020-12-21 00:29:45 main:615] : INFO : Success, exiting.. 00:29:45 (2866831): 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)