Task 3367900
| Name | ParityMachine-1605115837-13774-11_1 |
| Workunit | 1610791 |
| Created | 21 Dec 2020, 9:16:05 UTC |
| Sent | 21 Dec 2020, 10:32:33 UTC |
| Report deadline | 28 Dec 2020, 10:32:33 UTC |
| Received | 22 Dec 2020, 0:30:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 32 sec |
| CPU time | 34 min 27 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> main:581] : INFO : Epoch 510 | loss: 0.0310543 | val_loss: 0.0310923 | Time: 2017.4 ms [2020-12-21 19:13:04 main:581] : INFO : Epoch 511 | loss: 0.0310444 | val_loss: 0.0310899 | Time: 2011.32 ms [2020-12-21 19:13:06 main:581] : INFO : Epoch 512 | loss: 0.0310438 | val_loss: 0.0310809 | Time: 2020.51 ms [2020-12-21 19:13:08 main:581] : INFO : Epoch 513 | loss: 0.0310373 | val_loss: 0.031091 | Time: 2013.58 ms [2020-12-21 19:13:10 main:581] : INFO : Epoch 514 | loss: 0.0310342 | val_loss: 0.0310844 | Time: 2021.69 ms [2020-12-21 19:13:12 main:581] : INFO : Epoch 515 | loss: 0.0310319 | val_loss: 0.0310831 | Time: 2012.09 ms [2020-12-21 19:13:14 main:581] : INFO : Epoch 516 | loss: 0.0310317 | val_loss: 0.0310937 | Time: 2017.21 ms [2020-12-21 19:13:16 main:581] : INFO : Epoch 517 | loss: 0.0310329 | val_loss: 0.0310909 | Time: 2011.85 ms [2020-12-21 19:13:18 main:581] : INFO : Epoch 518 | loss: 0.0310314 | val_loss: 0.0310939 | Time: 2006.23 ms [2020-12-21 19:13:20 main:581] : INFO : Epoch 519 | loss: 0.0310336 | val_loss: 0.0310972 | Time: 2012.47 ms [2020-12-21 19:13:22 main:581] : INFO : Epoch 520 | loss: 0.0310316 | val_loss: 0.0310886 | Time: 2005.8 ms [2020-12-21 19:13:24 main:581] : INFO : Epoch 521 | loss: 0.0310297 | val_loss: 0.0310959 | Time: 2015.16 ms [2020-12-21 19:13:26 main:581] : INFO : Epoch 522 | loss: 0.0310329 | val_loss: 0.0310895 | Time: 2006.82 ms [2020-12-21 19:13:28 main:581] : INFO : Epoch 523 | loss: 0.0310368 | val_loss: 0.0310842 | Time: 2005.73 ms [2020-12-21 19:13:30 main:581] : INFO : Epoch 524 | loss: 0.0310338 | val_loss: 0.0310919 | Time: 2017.84 ms [2020-12-21 19:13:32 main:581] : INFO : Epoch 525 | loss: 0.0310285 | val_loss: 0.031093 | Time: 2007.42 ms [2020-12-21 19:13:34 main:581] : INFO : Epoch 526 | loss: 0.0310227 | val_loss: 0.0310898 | Time: 2017.47 ms [2020-12-21 19:13:36 main:581] : INFO : Epoch 527 | loss: 0.0310252 | val_loss: 0.0310931 | Time: 2006.99 ms [2020-12-21 19:13:38 main:581] : INFO : Epoch 528 | loss: 0.0310277 | val_loss: 0.0311 | Time: 2013.37 ms [2020-12-21 19:13:40 main:581] : INFO : Epoch 529 | loss: 0.0310244 | val_loss: 0.0310823 | Time: 2007.15 ms [2020-12-21 19:13:42 main:581] : INFO : Epoch 530 | loss: 0.0310243 | val_loss: 0.0310917 | Time: 2008.5 ms [2020-12-21 19:13:44 main:581] : INFO : Epoch 531 | loss: 0.0310244 | val_loss: 0.0310913 | Time: 2018.07 ms [2020-12-21 19:13:46 main:581] : INFO : Epoch 532 | loss: 0.0310236 | val_loss: 0.0310961 | Time: 2010.18 ms [2020-12-21 19:13:48 main:581] : INFO : Epoch 533 | loss: 0.0310264 | val_loss: 0.0310931 | Time: 2017.19 ms [2020-12-21 19:13:50 main:581] : INFO : Epoch 534 | loss: 0.0310245 | val_loss: 0.0310963 | Time: 2004.26 ms [2020-12-21 19:13:52 main:581] : INFO : Epoch 535 | loss: 0.0310295 | val_loss: 0.0310971 | Time: 1944.91 ms [2020-12-21 19:13:54 main:581] : INFO : Epoch 536 | loss: 0.0310267 | val_loss: 0.0310927 | Time: 2030.25 ms [2020-12-21 19:13:56 main:581] : INFO : Epoch 537 | loss: 0.031024 | val_loss: 0.031095 | Time: 2011.72 ms [2020-12-21 19:13:58 main:581] : INFO : Epoch 538 | loss: 0.0310276 | val_loss: 0.0310921 | Time: 2004.59 ms [2020-12-21 19:14:00 main:581] : INFO : Epoch 539 | loss: 0.0310242 | val_loss: 0.031096 | Time: 2027.26 ms [2020-12-21 19:14:02 main:581] : INFO : Epoch 540 | loss: 0.0310217 | val_loss: 0.0310886 | Time: 2011.4 ms [2020-12-21 19:14:04 main:581] : INFO : Epoch 541 | loss: 0.0310185 | val_loss: 0.0310967 | Time: 2014.29 ms [2020-12-21 19:14:06 main:581] : INFO : Epoch 542 | loss: 0.031016 | val_loss: 0.0311006 | Time: 2019.96 ms [2020-12-21 19:14:08 main:581] : INFO : Epoch 543 | loss: 0.0310205 | val_loss: 0.0311022 | Time: 2008.35 ms [2020-12-21 19:14:10 main:581] : INFO : Epoch 544 | loss: 0.0310271 | val_loss: 0.0310905 | Time: 2017.9 ms [2020-12-21 19:14:12 main:581] : INFO : Epoch 545 | loss: 0.0310249 | val_loss: 0.0310892 | Time: 2012.09 ms [2020-12-21 19:14:14 main:581] : INFO : Epoch 546 | loss: 0.031016 | val_loss: 0.031093 | Time: 2017.8 ms [2020-12-21 19:14:16 main:581] : INFO : Epoch 547 | loss: 0.0310203 | val_loss: 0.0310977 | Time: 2017.66 ms [2020-12-21 19:14:18 main:581] : INFO : Epoch 548 | loss: 0.0310331 | val_loss: 0.0310955 | Time: 2013.11 ms [2020-12-21 19:14:20 main:581] : INFO : Epoch 549 | loss: 0.0310305 | val_loss: 0.0310933 | Time: 2022.92 ms [2020-12-21 19:14:22 main:581] : INFO : Epoch 550 | loss: 0.0348143 | val_loss: 0.048737 | Time: 2021.86 ms [2020-12-21 19:14:24 main:581] : INFO : Epoch 551 | loss: 0.0380684 | val_loss: 0.0348521 | Time: 2009.99 ms [2020-12-21 19:14:26 main:581] : INFO : Epoch 552 | loss: 0.0321257 | val_loss: 0.0313426 | Time: 2017.84 ms [2020-12-21 19:14:28 main:581] : INFO : Epoch 553 | loss: 0.0312814 | val_loss: 0.0312004 | Time: 2010.78 ms [2020-12-21 19:14:31 main:581] : INFO : Epoch 554 | loss: 0.031138 | val_loss: 0.0311194 | Time: 2017.63 ms [2020-12-21 19:14:33 main:581] : INFO : Epoch 555 | loss: 0.0310943 | val_loss: 0.0310983 | Time: 2017.35 ms [2020-12-21 19:14:35 main:581] : INFO : Epoch 556 | loss: 0.031078 | val_loss: 0.0310937 | Time: 2017.73 ms [2020-12-21 19:14:37 main:581] : INFO : Epoch 557 | loss: 0.031068 | val_loss: 0.0310919 | Time: 2016.14 ms [2020-12-21 19:14:39 main:581] : INFO : Epoch 558 | loss: 0.0310609 | val_loss: 0.0310897 | Time: 2008.42 ms [2020-12-21 19:14:41 main:581] : INFO : Epoch 559 | loss: 0.0310573 | val_loss: 0.0310952 | Time: 2014.48 ms [2020-12-21 19:14:43 main:581] : INFO : Epoch 560 | loss: 0.0310539 | val_loss: 0.0310893 | Time: 2008.55 ms [2020-12-21 19:14:45 main:581] : INFO : Epoch 561 | loss: 0.0310494 | val_loss: 0.0310926 | Time: 2012.17 ms [2020-12-21 19:14:47 main:581] : INFO : Epoch 562 | loss: 0.0310475 | val_loss: 0.0310827 | Time: 2016.08 ms [2020-12-21 19:14:49 main:581] : INFO : Epoch 563 | loss: 0.0310432 | val_loss: 0.0310845 | Time: 2007.71 ms [2020-12-21 19:14:51 main:581] : INFO : Epoch 564 | loss: 0.0310413 | val_loss: 0.0310833 | Time: 2013.64 ms [2020-12-21 19:14:53 main:581] : INFO : Epoch 565 | loss: 0.0310406 | val_loss: 0.031084 | Time: 2006.11 ms [2020-12-21 19:14:55 main:581] : INFO : Epoch 566 | loss: 0.0310414 | val_loss: 0.0310837 | Time: 2010.55 ms [2020-12-21 19:14:57 main:581] : INFO : Epoch 567 | loss: 0.0310384 | val_loss: 0.0310838 | Time: 1959.94 ms [2020-12-21 19:14:59 main:581] : INFO : Epoch 568 | loss: 0.0310398 | val_loss: 0.0310846 | Time: 1983.18 ms [2020-12-21 19:15:01 main:581] : INFO : Epoch 569 | loss: 0.031041 | val_loss: 0.0310764 | Time: 2015.11 ms [2020-12-21 19:15:03 main:581] : INFO : Epoch 570 | loss: 0.0310379 | val_loss: 0.0310758 | Time: 2017.62 ms [2020-12-21 19:15:05 main:581] : INFO : Epoch 571 | loss: 0.0310389 | val_loss: 0.0310816 | Time: 2007.1 ms [2020-12-21 19:15:07 main:581] : INFO : Epoch 572 | loss: 0.0310404 | val_loss: 0.0310836 | Time: 2015.74 ms [2020-12-21 19:15:09 main:581] : INFO : Epoch 573 | loss: 0.0310378 | val_loss: 0.0310916 | Time: 2008.36 ms [2020-12-21 19:15:11 main:581] : INFO : Epoch 574 | loss: 0.0310337 | val_loss: 0.0310873 | Time: 2016.5 ms [2020-12-21 19:15:13 main:581] : INFO : Epoch 575 | loss: 0.0310294 | val_loss: 0.0310849 | Time: 2020.78 ms [2020-12-21 19:15:15 main:581] : INFO : Epoch 576 | loss: 0.031027 | val_loss: 0.0310803 | Time: 2011.8 ms [2020-12-21 19:15:17 main:581] : INFO : Epoch 577 | loss: 0.0310287 | val_loss: 0.0310768 | Time: 2021.09 ms [2020-12-21 19:15:19 main:581] : INFO : Epoch 578 | loss: 0.0310311 | val_loss: 0.0310882 | Time: 2011.52 ms [2020-12-21 19:15:21 main:581] : INFO : Epoch 579 | loss: 0.031037 | val_loss: 0.0310932 | Time: 2011.82 ms [2020-12-21 19:15:23 main:581] : INFO : Epoch 580 | loss: 0.0310426 | val_loss: 0.0310919 | Time: 2018.24 ms [2020-12-21 19:15:25 main:581] : INFO : Epoch 581 | loss: 0.03104 | val_loss: 0.0310912 | Time: 2009.06 ms [2020-12-21 19:15:27 main:581] : INFO : Epoch 582 | loss: 0.0310354 | val_loss: 0.0310843 | Time: 2022.87 ms [2020-12-21 19:15:29 main:581] : INFO : Epoch 583 | loss: 0.0310306 | val_loss: 0.0310783 | Time: 2013.62 ms [2020-12-21 19:15:31 main:581] : INFO : Epoch 584 | loss: 0.0310273 | val_loss: 0.0310872 | Time: 2023.97 ms [2020-12-21 19:15:33 main:581] : INFO : Epoch 585 | loss: 0.0310271 | val_loss: 0.0310788 | Time: 2023.4 ms [2020-12-21 19:15:35 main:581] : INFO : Epoch 586 | loss: 0.0310247 | val_loss: 0.0310859 | Time: 2014.43 ms [2020-12-21 19:15:37 main:581] : INFO : Epoch 587 | loss: 0.0310273 | val_loss: 0.0310929 | Time: 2012.67 ms [2020-12-21 19:15:39 main:581] : INFO : Epoch 588 | loss: 0.0310333 | val_loss: 0.0310889 | Time: 2020.47 ms [2020-12-21 19:15:41 main:581] : INFO : Epoch 589 | loss: 0.0310286 | val_loss: 0.031085 | Time: 2011.81 ms [2020-12-21 19:15:43 main:581] : INFO : Epoch 590 | loss: 0.0310283 | val_loss: 0.031095 | Time: 2018.84 ms [2020-12-21 19:15:45 main:581] : INFO : Epoch 591 | loss: 0.0310731 | val_loss: 0.0311087 | Time: 2020 ms [2020-12-21 19:15:47 main:581] : INFO : Epoch 592 | loss: 0.0310755 | val_loss: 0.0310905 | Time: 2013.74 ms [2020-12-21 19:15:49 main:581] : INFO : Epoch 593 | loss: 0.0310604 | val_loss: 0.0310806 | Time: 2021.87 ms [2020-12-21 19:15:51 main:581] : INFO : Epoch 594 | loss: 0.0310531 | val_loss: 0.0310853 | Time: 2015.92 ms [2020-12-21 19:15:53 main:581] : INFO : Epoch 595 | loss: 0.0310526 | val_loss: 0.0310865 | Time: 2031.12 ms [2020-12-21 19:15:55 main:581] : INFO : Epoch 596 | loss: 0.0310483 | val_loss: 0.0310827 | Time: 2012.84 ms [2020-12-21 19:15:57 main:581] : INFO : Epoch 597 | loss: 0.0310501 | val_loss: 0.0311027 | Time: 2022.65 ms [2020-12-21 19:15:59 main:581] : INFO : Epoch 598 | loss: 0.0310681 | val_loss: 0.0310905 | Time: 2021.78 ms [2020-12-21 19:16:01 main:581] : INFO : Epoch 599 | loss: 0.0310628 | val_loss: 0.0310953 | Time: 2015.6 ms [2020-12-21 19:16:03 main:581] : INFO : Epoch 600 | loss: 0.0310614 | val_loss: 0.0311091 | Time: 2018.17 ms [2020-12-21 19:16:05 main:581] : INFO : Epoch 601 | loss: 0.03106 | val_loss: 0.0310917 | Time: 2009.74 ms [2020-12-21 19:16:07 main:581] : INFO : Epoch 602 | loss: 0.031055 | val_loss: 0.0310989 | Time: 2021.21 ms [2020-12-21 19:16:09 main:581] : INFO : Epoch 603 | loss: 0.0310498 | val_loss: 0.0310941 | Time: 2023.65 ms [2020-12-21 19:16:11 main:581] : INFO : Epoch 604 | loss: 0.0310447 | val_loss: 0.0310889 | Time: 2025.96 ms [2020-12-21 19:16:13 main:581] : INFO : Epoch 605 | loss: 0.0310414 | val_loss: 0.0310916 | Time: 2026.07 ms [2020-12-21 19:16:15 main:581] : INFO : Epoch 606 | loss: 0.0310419 | val_loss: 0.0310946 | Time: 2017.61 ms [2020-12-21 19:16:17 main:581] : INFO : Epoch 607 | loss: 0.0310402 | val_loss: 0.0310935 | Time: 2018.64 ms [2020-12-21 19:16:19 main:581] : INFO : Epoch 608 | loss: 0.031037 | val_loss: 0.0310964 | Time: 2011.22 ms [2020-12-21 19:16:21 main:581] : INFO : Epoch 609 | loss: 0.0310335 | val_loss: 0.0310948 | Time: 2019.43 ms [2020-12-21 19:16:23 main:581] : INFO : Epoch 610 | loss: 0.0310336 | val_loss: 0.0310921 | Time: 2010.61 ms [2020-12-21 19:16:25 main:581] : INFO : Epoch 611 | loss: 0.0310342 | val_loss: 0.0310903 | Time: 2017.98 ms [2020-12-21 19:16:27 main:581] : INFO : Epoch 612 | loss: 0.0310308 | val_loss: 0.0310855 | Time: 2016.55 ms [2020-12-21 19:16:29 main:581] : INFO : Epoch 613 | loss: 0.0310301 | val_loss: 0.0310895 | Time: 2006.81 ms [2020-12-21 19:16:31 main:581] : INFO : Epoch 614 | loss: 0.0310358 | val_loss: 0.0310896 | Time: 2020.27 ms [2020-12-21 19:16:33 main:581] : INFO : Epoch 615 | loss: 0.0310338 | val_loss: 0.0310911 | Time: 2022.43 ms [2020-12-21 19:16:35 main:581] : INFO : Epoch 616 | loss: 0.0310356 | val_loss: 0.0310914 | Time: 2019.1 ms [2020-12-21 19:16:37 main:581] : INFO : Epoch 617 | loss: 0.0310325 | val_loss: 0.031092 | Time: 2008.17 ms [2020-12-21 19:16:39 main:581] : INFO : Epoch 618 | loss: 0.0310299 | val_loss: 0.031095 | Time: 2018.21 ms [2020-12-21 19:16:41 main:581] : INFO : Epoch 619 | loss: 0.0310311 | val_loss: 0.0310887 | Time: 2013.62 ms [2020-12-21 19:16:44 main:581] : INFO : Epoch 620 | loss: 0.0310292 | val_loss: 0.0310889 | Time: 2021.8 ms [2020-12-21 19:16:46 main:581] : INFO : Epoch 621 | loss: 0.031029 | val_loss: 0.0310854 | Time: 2022.7 ms [2020-12-21 19:16:48 main:581] : INFO : Epoch 622 | loss: 0.0310266 | val_loss: 0.0310888 | Time: 2024.25 ms [2020-12-21 19:16:50 main:581] : INFO : Epoch 623 | loss: 0.0310263 | val_loss: 0.0310824 | Time: 2025.62 ms [2020-12-21 19:16:52 main:581] : INFO : Epoch 624 | loss: 0.0310274 | val_loss: 0.0310884 | Time: 2027.12 ms [2020-12-21 19:16:54 main:581] : INFO : Epoch 625 | loss: 0.0310273 | val_loss: 0.0310851 | Time: 2036.96 ms [2020-12-21 19:16:56 main:581] : INFO : Epoch 626 | loss: 0.0310393 | val_loss: 0.0310878 | Time: 2013.34 ms [2020-12-21 19:16:58 main:581] : INFO : Epoch 627 | loss: 0.0310419 | val_loss: 0.0310899 | Time: 2022.54 ms [2020-12-21 19:17:00 main:581] : INFO : Epoch 628 | loss: 0.03104 | val_loss: 0.0310983 | Time: 2013.02 ms [2020-12-21 19:17:02 main:581] : INFO : Epoch 629 | loss: 0.0310388 | val_loss: 0.0310823 | Time: 2021.07 ms [2020-12-21 19:17:04 main:581] : INFO : Epoch 630 | loss: 0.031035 | val_loss: 0.0310868 | Time: 2011.97 ms [2020-12-21 19:17:06 main:581] : INFO : Epoch 631 | loss: 0.0310317 | val_loss: 0.0310856 | Time: 2022.79 ms [2020-12-21 19:17:08 main:581] : INFO : Epoch 632 | loss: 0.0310286 | val_loss: 0.0310922 | Time: 2034.61 ms [2020-12-21 19:17:10 main:581] : INFO : Epoch 633 | loss: 0.0310307 | val_loss: 0.0310878 | Time: 2027.26 ms [2020-12-21 19:17:12 main:581] : INFO : Epoch 634 | loss: 0.0310317 | val_loss: 0.031096 | Time: 2037.08 ms [2020-12-21 19:17:14 main:581] : INFO : Epoch 635 | loss: 0.0310332 | val_loss: 0.0310866 | Time: 2022.31 ms [2020-12-21 19:17:16 main:581] : INFO : Epoch 636 | loss: 0.0310323 | val_loss: 0.0310857 | Time: 2016.3 ms [2020-12-21 19:17:18 main:581] : INFO : Epoch 637 | loss: 0.0310318 | val_loss: 0.0310874 | Time: 2032.35 ms [2020-12-21 19:17:20 main:581] : INFO : Epoch 638 | loss: 0.0310313 | val_loss: 0.0310905 | Time: 2031.78 ms [2020-12-21 19:17:22 main:581] : INFO : Epoch 639 | loss: 0.0310281 | val_loss: 0.0310919 | Time: 2035.52 ms [2020-12-21 19:17:24 main:581] : INFO : Epoch 640 | loss: 0.0310262 | val_loss: 0.0310887 | Time: 2013.38 ms [2020-12-21 19:17:26 main:581] : INFO : Epoch 641 | loss: 0.0310305 | val_loss: 0.0310883 | Time: 2020.35 ms [2020-12-21 19:17:28 main:581] : INFO : Epoch 642 | loss: 0.0310277 | val_loss: 0.0310868 | Time: 2009.97 ms [2020-12-21 19:17:30 main:581] : INFO : Epoch 643 | loss: 0.0310263 | val_loss: 0.0310952 | Time: 2014.61 ms [2020-12-21 19:17:32 main:581] : INFO : Epoch 644 | loss: 0.0310292 | val_loss: 0.0310966 | Time: 2033.04 ms [2020-12-21 19:17:34 main:581] : INFO : Epoch 645 | loss: 0.031031 | val_loss: 0.031095 | Time: 2026.09 ms [2020-12-21 19:17:36 main:581] : INFO : Epoch 646 | loss: 0.0310257 | val_loss: 0.0310956 | Time: 2026.38 ms [2020-12-21 19:17:38 main:581] : INFO : Epoch 647 | loss: 0.0310282 | val_loss: 0.0310984 | Time: 2029.24 ms [2020-12-21 19:17:40 main:581] : INFO : Epoch 648 | loss: 0.0310272 | val_loss: 0.0310971 | Time: 2029.28 ms [2020-12-21 19:17:42 main:581] : INFO : Epoch 649 | loss: 0.0310267 | val_loss: 0.0310852 | Time: 2027.8 ms [2020-12-21 19:17:44 main:581] : INFO : Epoch 650 | loss: 0.0310288 | val_loss: 0.0310855 | Time: 2027.93 ms [2020-12-21 19:17:46 main:581] : INFO : Epoch 651 | loss: 0.0310263 | val_loss: 0.0310874 | Time: 2030.92 ms [2020-12-21 19:17:48 main:581] : INFO : Epoch 652 | loss: 0.0310262 | val_loss: 0.0310858 | Time: 2030.83 ms [2020-12-21 19:17:50 main:581] : INFO : Epoch 653 | loss: 0.031027 | val_loss: 0.0310946 | Time: 2015.21 ms [2020-12-21 19:17:52 main:581] : INFO : Epoch 654 | loss: 0.0310239 | val_loss: 0.0310811 | Time: 2015.84 ms [2020-12-21 19:17:54 main:581] : INFO : Epoch 655 | loss: 0.0310282 | val_loss: 0.0310971 | Time: 2018.63 ms [2020-12-21 19:17:56 main:581] : INFO : Epoch 656 | loss: 0.0310308 | val_loss: 0.0310851 | Time: 2017.83 ms [2020-12-21 19:17:58 main:581] : INFO : Epoch 657 | loss: 0.0310484 | val_loss: 0.0310766 | Time: 2010.17 ms [2020-12-21 19:18:00 main:581] : INFO : Epoch 658 | loss: 0.0310482 | val_loss: 0.0310782 | Time: 2026.14 ms [2020-12-21 19:18:02 main:581] : INFO : Epoch 659 | loss: 0.031041 | val_loss: 0.031073 | Time: 2025.05 ms [2020-12-21 19:18:04 main:581] : INFO : Epoch 660 | loss: 0.0310387 | val_loss: 0.0310678 | Time: 2014.15 ms [2020-12-21 19:18:06 main:581] : INFO : Epoch 661 | loss: 0.0310362 | val_loss: 0.0310745 | Time: 2025.56 ms [2020-12-21 19:18:09 main:581] : INFO : Epoch 662 | loss: 0.0310381 | val_loss: 0.0310707 | Time: 2026 ms [2020-12-21 19:18:11 main:581] : INFO : Epoch 663 | loss: 0.0310604 | val_loss: 0.0311125 | Time: 2025.1 ms [2020-12-21 19:18:13 main:581] : INFO : Epoch 664 | loss: 0.0310834 | val_loss: 0.0310886 | Time: 2028.85 ms [2020-12-21 19:18:15 main:581] : INFO : Epoch 665 | loss: 0.0310699 | val_loss: 0.0310911 | Time: 2027.91 ms [2020-12-21 19:18:17 main:581] : INFO : Epoch 666 | loss: 0.0310601 | val_loss: 0.0310837 | Time: 2027.69 ms [2020-12-21 19:18:19 main:581] : INFO : Epoch 667 | loss: 0.0310528 | val_loss: 0.0310746 | Time: 2038.65 ms [2020-12-21 19:18:21 main:581] : INFO : Epoch 668 | loss: 0.0310807 | val_loss: 0.0311106 | Time: 2028.16 ms [2020-12-21 19:18:23 main:581] : INFO : Epoch 669 | loss: 0.0310924 | val_loss: 0.031107 | Time: 2031.45 ms [2020-12-21 19:18:25 main:581] : INFO : Epoch 670 | loss: 0.0310866 | val_loss: 0.0311011 | Time: 2027.91 ms [2020-12-21 19:18:27 main:581] : INFO : Epoch 671 | loss: 0.0310792 | val_loss: 0.031099 | Time: 2023.79 ms [2020-12-21 19:18:29 main:581] : INFO : Epoch 672 | loss: 0.0310759 | val_loss: 0.0310932 | Time: 2023.3 ms [2020-12-21 19:18:31 main:581] : INFO : Epoch 673 | loss: 0.0310727 | val_loss: 0.0310979 | Time: 2025.78 ms [2020-12-21 19:18:33 main:581] : INFO : Epoch 674 | loss: 0.0310696 | val_loss: 0.0310968 | Time: 2027.34 ms [2020-12-21 19:18:35 main:581] : INFO : Epoch 675 | loss: 0.0310658 | val_loss: 0.0310898 | Time: 2020.58 ms [2020-12-21 19:18:37 main:581] : INFO : Epoch 676 | loss: 0.0310635 | val_loss: 0.0310895 | Time: 2025.67 ms [2020-12-21 19:18:39 main:581] : INFO : Epoch 677 | loss: 0.0310556 | val_loss: 0.0310848 | Time: 2024.88 ms [2020-12-21 19:18:41 main:581] : INFO : Epoch 678 | loss: 0.031055 | val_loss: 0.0310847 | Time: 2017.93 ms [2020-12-21 19:18:43 main:581] : INFO : Epoch 679 | loss: 0.0310553 | val_loss: 0.0310828 | Time: 2022.49 ms [2020-12-21 19:18:45 main:581] : INFO : Epoch 680 | loss: 0.0310512 | val_loss: 0.0310835 | Time: 2020.14 ms [2020-12-21 19:18:47 main:581] : INFO : Epoch 681 | loss: 0.0310477 | val_loss: 0.0310821 | Time: 2011.77 ms [2020-12-21 19:18:49 main:581] : INFO : Epoch 682 | loss: 0.0310458 | val_loss: 0.0310825 | Time: 2019.96 ms [2020-12-21 19:18:51 main:581] : INFO : Epoch 683 | loss: 0.0310424 | val_loss: 0.0310832 | Time: 2011.01 ms [2020-12-21 19:18:53 main:581] : INFO : Epoch 684 | loss: 0.0310402 | val_loss: 0.031083 | Time: 2037.46 ms [2020-12-21 19:18:55 main:581] : INFO : Epoch 685 | loss: 0.0310394 | val_loss: 0.0310868 | Time: 2013.23 ms [2020-12-21 19:18:57 main:581] : INFO : Epoch 686 | loss: 0.0310383 | val_loss: 0.0310819 | Time: 2021.39 ms [2020-12-21 19:18:59 main:581] : INFO : Epoch 687 | loss: 0.0310383 | val_loss: 0.0310865 | Time: 2012.45 ms [2020-12-21 19:19:01 main:581] : INFO : Epoch 688 | loss: 0.031039 | val_loss: 0.0310902 | Time: 2017.74 ms [2020-12-21 19:19:03 main:581] : INFO : Epoch 689 | loss: 0.0310405 | val_loss: 0.0310957 | Time: 2017.93 ms [2020-12-21 19:19:05 main:581] : INFO : Epoch 690 | loss: 0.0310421 | val_loss: 0.0310898 | Time: 2010.99 ms [2020-12-21 19:19:07 main:581] : INFO : Epoch 691 | loss: 0.0310404 | val_loss: 0.0310858 | Time: 2020.7 ms [2020-12-21 19:19:09 main:581] : INFO : Epoch 692 | loss: 0.0310367 | val_loss: 0.0310838 | Time: 2021.58 ms [2020-12-21 19:19:11 main:581] : INFO : Epoch 693 | loss: 0.0310351 | val_loss: 0.0310853 | Time: 2015.6 ms [2020-12-21 19:19:13 main:581] : INFO : Epoch 694 | loss: 0.031038 | val_loss: 0.0310841 | Time: 2011.5 ms [2020-12-21 19:19:15 main:581] : INFO : Epoch 695 | loss: 0.0310361 | val_loss: 0.0310848 | Time: 2018.06 ms [2020-12-21 19:19:17 main:581] : INFO : Epoch 696 | loss: 0.0310367 | val_loss: 0.0310842 | Time: 2026.68 ms [2020-12-21 19:19:19 main:581] : INFO : Epoch 697 | loss: 0.0310405 | val_loss: 0.0310842 | Time: 2025.69 ms [2020-12-21 19:19:21 main:581] : INFO : Epoch 698 | loss: 0.0310437 | val_loss: 0.0310862 | Time: 2024.07 ms [2020-12-21 19:19:23 main:581] : INFO : Epoch 699 | loss: 0.0310401 | val_loss: 0.0310836 | Time: 2025.83 ms [2020-12-21 19:19:25 main:581] : INFO : Epoch 700 | loss: 0.0310383 | val_loss: 0.0310839 | Time: 2017.67 ms [2020-12-21 19:19:27 main:581] : INFO : Epoch 701 | loss: 0.0310365 | val_loss: 0.0310811 | Time: 2024.42 ms [2020-12-21 19:19:29 main:581] : INFO : Epoch 702 | loss: 0.0310338 | val_loss: 0.0310781 | Time: 2028.06 ms [2020-12-21 19:19:31 main:581] : INFO : Epoch 703 | loss: 0.0310327 | val_loss: 0.0310736 | Time: 2025.79 ms [2020-12-21 19:19:33 main:581] : INFO : Epoch 704 | loss: 0.0310318 | val_loss: 0.0310861 | Time: 2026.43 ms [2020-12-21 19:19:36 main:581] : INFO : Epoch 705 | loss: 0.0310323 | val_loss: 0.0310829 | Time: 2028.33 ms [2020-12-21 19:19:38 main:581] : INFO : Epoch 706 | loss: 0.0310362 | val_loss: 0.0310891 | Time: 2015.87 ms [2020-12-21 19:19:40 main:581] : INFO : Epoch 707 | loss: 0.0310319 | val_loss: 0.0310885 | Time: 2024.82 ms [2020-12-21 19:19:42 main:581] : INFO : Epoch 708 | loss: 0.0310273 | val_loss: 0.0310838 | Time: 2023.86 ms [2020-12-21 19:19:44 main:581] : INFO : Epoch 709 | loss: 0.031023 | val_loss: 0.0310812 | Time: 2014.71 ms [2020-12-21 19:19:46 main:581] : INFO : Epoch 710 | loss: 0.031026 | val_loss: 0.0310937 | Time: 2021.05 ms [2020-12-21 19:19:48 main:581] : INFO : Epoch 711 | loss: 0.0310237 | val_loss: 0.0310914 | Time: 2024 ms [2020-12-21 19:19:50 main:581] : INFO : Epoch 712 | loss: 0.0310272 | val_loss: 0.0310873 | Time: 2016.47 ms [2020-12-21 19:19:52 main:581] : INFO : Epoch 713 | loss: 0.0310272 | val_loss: 0.0310841 | Time: 2027.51 ms [2020-12-21 19:19:54 main:581] : INFO : Epoch 714 | loss: 0.0310287 | val_loss: 0.0310863 | Time: 2029.62 ms [2020-12-21 19:19:56 main:581] : INFO : Epoch 715 | loss: 0.0310265 | val_loss: 0.0310871 | Time: 2039.59 ms [2020-12-21 19:19:58 main:581] : INFO : Epoch 716 | loss: 0.0310327 | val_loss: 0.0310845 | Time: 2023.82 ms [2020-12-21 19:20:00 main:581] : INFO : Epoch 717 | loss: 0.0310336 | val_loss: 0.0310842 | Time: 2025.96 ms [2020-12-21 19:20:02 main:581] : INFO : Epoch 718 | loss: 0.0310282 | val_loss: 0.0310854 | Time: 2024.6 ms [2020-12-21 19:20:04 main:581] : INFO : Epoch 719 | loss: 0.0310227 | val_loss: 0.0310878 | Time: 2019.05 ms [2020-12-21 19:20:06 main:581] : INFO : Epoch 720 | loss: 0.0310281 | val_loss: 0.0310799 | Time: 2034.36 ms [2020-12-21 19:20:08 main:581] : INFO : Epoch 721 | loss: 0.031041 | val_loss: 0.031077 | Time: 2027.3 ms [2020-12-21 19:20:10 main:581] : INFO : Epoch 722 | loss: 0.0310334 | val_loss: 0.03108 | Time: 2028.36 ms [2020-12-21 19:20:12 main:581] : INFO : Epoch 723 | loss: 0.0310319 | val_loss: 0.0310888 | Time: 2028.22 ms [2020-12-21 19:20:14 main:581] : INFO : Epoch 724 | loss: 0.0310281 | val_loss: 0.0310821 | Time: 2021.89 ms [2020-12-21 19:20:16 main:581] : INFO : Epoch 725 | loss: 0.0310312 | val_loss: 0.0310813 | Time: 2037.99 ms [2020-12-21 19:20:18 main:581] : INFO : Epoch 726 | loss: 0.0310361 | val_loss: 0.031082 | Time: 2015.16 ms [2020-12-21 19:20:20 main:581] : INFO : Epoch 727 | loss: 0.0310359 | val_loss: 0.0310741 | Time: 2032.11 ms [2020-12-21 19:20:22 main:581] : INFO : Epoch 728 | loss: 0.0310309 | val_loss: 0.0310814 | Time: 2018.23 ms [2020-12-21 19:20:24 main:581] : INFO : Epoch 729 | loss: 0.0310309 | val_loss: 0.0310871 | Time: 2025.17 ms [2020-12-21 19:20:26 main:581] : INFO : Epoch 730 | loss: 0.0310274 | val_loss: 0.0310811 | Time: 2024.55 ms [2020-12-21 19:20:28 main:581] : INFO : Epoch 731 | loss: 0.0310249 | val_loss: 0.0310805 | Time: 2026.02 ms [2020-12-21 19:20:30 main:581] : INFO : Epoch 732 | loss: 0.0310236 | val_loss: 0.0310747 | Time: 2018.44 ms [2020-12-21 19:20:32 main:581] : INFO : Epoch 733 | loss: 0.0310228 | val_loss: 0.0310831 | Time: 2022.67 ms [2020-12-21 19:20:34 main:581] : INFO : Epoch 734 | loss: 0.0310189 | val_loss: 0.0310886 | Time: 2026.83 ms [2020-12-21 19:20:36 main:581] : INFO : Epoch 735 | loss: 0.0310224 | val_loss: 0.0310809 | Time: 2016.87 ms [2020-12-21 19:20:38 main:581] : INFO : Epoch 736 | loss: 0.0310234 | val_loss: 0.0310898 | Time: 2024.76 ms [2020-12-21 19:20:40 main:581] : INFO : Epoch 737 | loss: 0.0310211 | val_loss: 0.0310821 | Time: 2024.82 ms [2020-12-21 19:20:42 main:581] : INFO : Epoch 738 | loss: 0.0310199 | val_loss: 0.0310825 | Time: 2015.9 ms [2020-12-21 19:20:44 main:581] : INFO : Epoch 739 | loss: 0.0310175 | val_loss: 0.0310859 | Time: 2028.12 ms [2020-12-21 19:20:46 main:581] : INFO : Epoch 740 | loss: 0.0310211 | val_loss: 0.0310815 | Time: 2029.69 ms [2020-12-21 19:20:48 main:581] : INFO : Epoch 741 | loss: 0.0310163 | val_loss: 0.0310808 | Time: 2031.55 ms [2020-12-21 19:20:50 main:581] : INFO : Epoch 742 | loss: 0.0310143 | val_loss: 0.0310787 | Time: 2029.28 ms [2020-12-21 19:20:52 main:581] : INFO : Epoch 743 | loss: 0.0310132 | val_loss: 0.0310793 | Time: 2030.72 ms [2020-12-21 19:20:54 main:581] : INFO : Epoch 744 | loss: 0.0310149 | val_loss: 0.0310808 | Time: 2029.73 ms [2020-12-21 19:20:57 main:581] : INFO : Epoch 745 | loss: 0.0310166 | val_loss: 0.0310826 | Time: 2028.98 ms [2020-12-21 19:20:59 main:581] : INFO : Epoch 746 | loss: 0.0310212 | val_loss: 0.0310757 | Time: 2030.86 ms [2020-12-21 19:21:01 main:581] : INFO : Epoch 747 | loss: 0.0310234 | val_loss: 0.0310928 | Time: 2033.22 ms [2020-12-21 19:21:03 main:581] : INFO : Epoch 748 | loss: 0.0310773 | val_loss: 0.0311068 | Time: 2029.9 ms [2020-12-21 19:21:05 main:581] : INFO : Epoch 749 | loss: 0.0310661 | val_loss: 0.031103 | Time: 2028.85 ms [2020-12-21 19:21:07 main:581] : INFO : Epoch 750 | loss: 0.0310514 | val_loss: 0.0310862 | Time: 2026.11 ms [2020-12-21 19:21:09 main:581] : INFO : Epoch 751 | loss: 0.0310441 | val_loss: 0.0310838 | Time: 2026.75 ms [2020-12-21 19:21:11 main:581] : INFO : Epoch 752 | loss: 0.0310338 | val_loss: 0.0310822 | Time: 2011.44 ms [2020-12-21 19:21:13 main:581] : INFO : Epoch 753 | loss: 0.0310307 | val_loss: 0.0310857 | Time: 2027.29 ms [2020-12-21 19:21:15 main:581] : INFO : Epoch 754 | loss: 0.0310334 | val_loss: 0.03109 | Time: 2029.58 ms [2020-12-21 19:21:17 main:581] : INFO : Epoch 755 | loss: 0.0310308 | val_loss: 0.0310831 | Time: 2029.99 ms [2020-12-21 19:21:19 main:581] : INFO : Epoch 756 | loss: 0.0310315 | val_loss: 0.0310815 | Time: 2036.41 ms [2020-12-21 19:21:21 main:581] : INFO : Epoch 757 | loss: 0.0310282 | val_loss: 0.0310803 | Time: 2018.2 ms [2020-12-21 19:21:23 main:581] : INFO : Epoch 758 | loss: 0.0310234 | val_loss: 0.031081 | Time: 2024.97 ms [2020-12-21 19:21:25 main:581] : INFO : Epoch 759 | loss: 0.0310207 | val_loss: 0.0310785 | Time: 2029.82 ms [2020-12-21 19:21:27 main:581] : INFO : Epoch 760 | loss: 0.0310202 | val_loss: 0.0310812 | Time: 2025.05 ms [2020-12-21 19:21:29 main:581] : INFO : Epoch 761 | loss: 0.0310285 | val_loss: 0.0310843 | Time: 2019.99 ms [2020-12-21 19:21:31 main:581] : INFO : Epoch 762 | loss: 0.0310247 | val_loss: 0.0310886 | Time: 2028.41 ms [2020-12-21 19:21:33 main:581] : INFO : Epoch 763 | loss: 0.0310194 | val_loss: 0.0310902 | Time: 2038.68 ms [2020-12-21 19:21:35 main:581] : INFO : Epoch 764 | loss: 0.0310217 | val_loss: 0.0311014 | Time: 2018.74 ms [2020-12-21 19:21:37 main:581] : INFO : Epoch 765 | loss: 0.0310218 | val_loss: 0.0310927 | Time: 2025.61 ms [2020-12-21 19:21:39 main:581] : INFO : Epoch 766 | loss: 0.0310595 | val_loss: 0.0311117 | Time: 2032.53 ms [2020-12-21 19:21:41 main:581] : INFO : Epoch 767 | loss: 0.0310966 | val_loss: 0.0310996 | Time: 2030.53 ms [2020-12-21 19:21:43 main:581] : INFO : Epoch 768 | loss: 0.0310942 | val_loss: 0.0311171 | Time: 2033.57 ms [2020-12-21 19:21:45 main:581] : INFO : Epoch 769 | loss: 0.0311044 | val_loss: 0.0311112 | Time: 2034.99 ms [2020-12-21 19:21:47 main:581] : INFO : Epoch 770 | loss: 0.0310979 | val_loss: 0.0311078 | Time: 2034.24 ms [2020-12-21 19:21:49 main:581] : INFO : Epoch 771 | loss: 0.0311045 | val_loss: 0.0311184 | Time: 2030.19 ms [2020-12-21 19:21:51 main:581] : INFO : Epoch 772 | loss: 0.031096 | val_loss: 0.031099 | Time: 2034 ms [2020-12-21 19:21:53 main:581] : INFO : Epoch 773 | loss: 0.0310812 | val_loss: 0.0311002 | Time: 2030.03 ms [2020-12-21 19:21:55 main:581] : INFO : Epoch 774 | loss: 0.0310793 | val_loss: 0.031098 | Time: 2030.18 ms [2020-12-21 19:21:57 main:581] : INFO : Epoch 775 | loss: 0.0310756 | val_loss: 0.031093 | Time: 2023.17 ms [2020-12-21 19:21:59 main:581] : INFO : Epoch 776 | loss: 0.0310714 | val_loss: 0.0310912 | Time: 2029.66 ms [2020-12-21 19:22:01 main:581] : INFO : Epoch 777 | loss: 0.0310678 | val_loss: 0.0310958 | Time: 2019.01 ms [2020-12-21 19:22:03 main:581] : INFO : Epoch 778 | loss: 0.0310653 | val_loss: 0.031092 | Time: 2028.99 ms [2020-12-21 19:22:05 main:581] : INFO : Epoch 779 | loss: 0.031061 | val_loss: 0.0310888 | Time: 2021.97 ms [2020-12-21 19:22:08 main:581] : INFO : Epoch 780 | loss: 0.0310618 | val_loss: 0.0310905 | Time: 2026.14 ms [2020-12-21 19:22:10 main:581] : INFO : Epoch 781 | loss: 0.0310566 | val_loss: 0.031094 | Time: 2036.87 ms [2020-12-21 19:22:12 main:581] : INFO : Epoch 782 | loss: 0.0310533 | val_loss: 0.0310953 | Time: 2019.35 ms [2020-12-21 19:22:14 main:581] : INFO : Epoch 783 | loss: 0.0310498 | val_loss: 0.031089 | Time: 2038.16 ms [2020-12-21 19:22:16 main:581] : INFO : Epoch 784 | loss: 0.0310499 | val_loss: 0.0310901 | Time: 2023.85 ms [2020-12-21 19:22:18 main:581] : INFO : Epoch 785 | loss: 0.0310477 | val_loss: 0.0310891 | Time: 2023.7 ms [2020-12-21 19:22:20 main:581] : INFO : Epoch 786 | loss: 0.0310454 | val_loss: 0.0310877 | Time: 2019.73 ms [2020-12-21 19:22:22 main:581] : INFO : Epoch 787 | loss: 0.0310449 | val_loss: 0.0310839 | Time: 2034.72 ms [2020-12-21 19:22:24 main:581] : INFO : Epoch 788 | loss: 0.0310451 | val_loss: 0.0310868 | Time: 2035.02 ms [2020-12-21 19:22:26 main:581] : INFO : Epoch 789 | loss: 0.0310447 | val_loss: 0.031077 | Time: 2041.87 ms [2020-12-21 19:22:28 main:581] : INFO : Epoch 790 | loss: 0.031044 | val_loss: 0.0310781 | Time: 2034.5 ms [2020-12-21 19:22:30 main:581] : INFO : Epoch 791 | loss: 0.0310461 | val_loss: 0.0310851 | Time: 2032.37 ms [2020-12-21 19:22:32 main:581] : INFO : Epoch 792 | loss: 0.031046 | val_loss: 0.0310913 | Time: 2033.75 ms [2020-12-21 19:22:34 main:581] : INFO : Epoch 793 | loss: 0.0310441 | val_loss: 0.0310884 | Time: 2030.88 ms [2020-12-21 19:22:36 main:581] : INFO : Epoch 794 | loss: 0.0310365 | val_loss: 0.0310853 | Time: 2027.16 ms [2020-12-21 19:22:38 main:581] : INFO : Epoch 795 | loss: 0.0310356 | val_loss: 0.0310888 | Time: 2027.86 ms [2020-12-21 19:22:40 main:581] : INFO : Epoch 796 | loss: 0.031032 | val_loss: 0.0310864 | Time: 2035.05 ms [2020-12-21 19:22:42 main:581] : INFO : Epoch 797 | loss: 0.0310307 | val_loss: 0.0310802 | Time: 2022.18 ms [2020-12-21 19:22:44 main:581] : INFO : Epoch 798 | loss: 0.031033 | val_loss: 0.03109 | Time: 2025.02 ms [2020-12-21 19:22:46 main:581] : INFO : Epoch 799 | loss: 0.0310372 | val_loss: 0.0310825 | Time: 2023.67 ms [2020-12-21 19:22:48 main:581] : INFO : Epoch 800 | loss: 0.0310318 | val_loss: 0.0310781 | Time: 2025.33 ms [2020-12-21 19:22:50 main:581] : INFO : Epoch 801 | loss: 0.0310291 | val_loss: 0.0310877 | Time: 2029.36 ms [2020-12-21 19:22:52 main:581] : INFO : Epoch 802 | loss: 0.0310306 | val_loss: 0.0310837 | Time: 2028.09 ms [2020-12-21 19:22:54 main:581] : INFO : Epoch 803 | loss: 0.0310258 | val_loss: 0.0310797 | Time: 2029.53 ms [2020-12-21 19:22:56 main:581] : INFO : Epoch 804 | loss: 0.0310232 | val_loss: 0.0310787 | Time: 2026.47 ms [2020-12-21 19:22:58 main:581] : INFO : Epoch 805 | loss: 0.0310238 | val_loss: 0.0310787 | Time: 2019 ms [2020-12-21 19:23:00 main:581] : INFO : Epoch 806 | loss: 0.031022 | val_loss: 0.0310894 | Time: 2031.91 ms [2020-12-21 19:23:02 main:581] : INFO : Epoch 807 | loss: 0.0310216 | val_loss: 0.0310886 | Time: 2033.63 ms [2020-12-21 19:23:04 main:581] : INFO : Epoch 808 | loss: 0.0310223 | val_loss: 0.0310813 | Time: 2029.85 ms [2020-12-21 19:23:06 main:581] : INFO : Epoch 809 | loss: 0.0310216 | val_loss: 0.0310834 | Time: 2031.44 ms [2020-12-21 19:23:08 main:581] : INFO : Epoch 810 | loss: 0.0310173 | val_loss: 0.03109 | Time: 2028.3 ms [2020-12-21 19:23:10 main:581] : INFO : Epoch 811 | loss: 0.0310183 | val_loss: 0.03109 | Time: 2029.79 ms [2020-12-21 19:23:12 main:581] : INFO : Epoch 812 | loss: 0.0310175 | val_loss: 0.0310799 | Time: 2027.05 ms [2020-12-21 19:23:14 main:581] : INFO : Epoch 813 | loss: 0.0310195 | val_loss: 0.0310905 | Time: 2027.57 ms [2020-12-21 19:23:17 main:581] : INFO : Epoch 814 | loss: 0.0310251 | val_loss: 0.0310883 | Time: 2027.42 ms [2020-12-21 19:23:19 main:581] : INFO : Epoch 815 | loss: 0.0310195 | val_loss: 0.0310806 | Time: 2022.83 ms [2020-12-21 19:23:21 main:581] : INFO : Epoch 816 | loss: 0.0310156 | val_loss: 0.031084 | Time: 2029.92 ms [2020-12-21 19:23:23 main:581] : INFO : Epoch 817 | loss: 0.0310189 | val_loss: 0.0310856 | Time: 2034.89 ms [2020-12-21 19:23:25 main:581] : INFO : Epoch 818 | loss: 0.0310164 | val_loss: 0.0310893 | Time: 2033.56 ms [2020-12-21 19:23:27 main:581] : INFO : Epoch 819 | loss: 0.0310154 | val_loss: 0.031086 | Time: 2040.62 ms [2020-12-21 19:23:29 main:581] : INFO : Epoch 820 | loss: 0.0310171 | val_loss: 0.0310858 | Time: 2033.28 ms [2020-12-21 19:23:31 main:581] : INFO : Epoch 821 | loss: 0.031019 | val_loss: 0.0310851 | Time: 2038.3 ms [2020-12-21 19:23:33 main:581] : INFO : Epoch 822 | loss: 0.031027 | val_loss: 0.0310852 | Time: 2032.75 ms [2020-12-21 19:23:35 main:581] : INFO : Epoch 823 | loss: 0.0310296 | val_loss: 0.0310989 | Time: 2030.84 ms [2020-12-21 19:23:37 main:581] : INFO : Epoch 824 | loss: 0.0310288 | val_loss: 0.0310891 | Time: 2038.08 ms [2020-12-21 19:23:39 main:581] : INFO : Epoch 825 | loss: 0.0310252 | val_loss: 0.0310879 | Time: 2027.6 ms [2020-12-21 19:23:41 main:581] : INFO : Epoch 826 | loss: 0.0310245 | val_loss: 0.0310777 | Time: 2036.9 ms [2020-12-21 19:23:43 main:581] : INFO : Epoch 827 | loss: 0.0310187 | val_loss: 0.0310946 | Time: 2024.95 ms [2020-12-21 19:23:45 main:581] : INFO : Epoch 828 | loss: 0.0310178 | val_loss: 0.0310823 | Time: 2026.83 ms [2020-12-21 19:23:47 main:581] : INFO : Epoch 829 | loss: 0.0310133 | val_loss: 0.0310694 | Time: 2027.64 ms [2020-12-21 19:23:49 main:581] : INFO : Epoch 830 | loss: 0.0310163 | val_loss: 0.0310862 | Time: 2027.15 ms [2020-12-21 19:23:51 main:581] : INFO : Epoch 831 | loss: 0.0310305 | val_loss: 0.0310813 | Time: 2019.03 ms [2020-12-21 19:23:53 main:581] : INFO : Epoch 832 | loss: 0.0310322 | val_loss: 0.0310885 | Time: 2031.7 ms [2020-12-21 19:23:55 main:581] : INFO : Epoch 833 | loss: 0.0310268 | val_loss: 0.0310846 | Time: 2040.47 ms [2020-12-21 19:23:57 main:581] : INFO : Epoch 834 | loss: 0.0310208 | val_loss: 0.0310818 | Time: 2028.11 ms [2020-12-21 19:23:59 main:581] : INFO : Epoch 835 | loss: 0.0310181 | val_loss: 0.0310885 | Time: 2024.24 ms [2020-12-21 19:24:01 main:581] : INFO : Epoch 836 | loss: 0.031019 | val_loss: 0.0310905 | Time: 2019.35 ms [2020-12-21 19:24:03 main:581] : INFO : Epoch 837 | loss: 0.0310246 | val_loss: 0.0310805 | Time: 2027.27 ms [2020-12-21 19:24:05 main:581] : INFO : Epoch 838 | loss: 0.0310239 | val_loss: 0.0310836 | Time: 2030.77 ms [2020-12-21 19:24:07 main:581] : INFO : Epoch 839 | loss: 0.0310283 | val_loss: 0.0310807 | Time: 2033.92 ms [2020-12-21 19:24:09 main:581] : INFO : Epoch 840 | loss: 0.0310317 | val_loss: 0.0310765 | Time: 2029.79 ms [2020-12-21 19:24:11 main:581] : INFO : Epoch 841 | loss: 0.0310271 | val_loss: 0.0310714 | Time: 2015.03 ms [2020-12-21 19:24:13 main:581] : INFO : Epoch 842 | loss: 0.031022 | val_loss: 0.0310694 | Time: 2031.05 ms [2020-12-21 19:24:15 main:581] : INFO : Epoch 843 | loss: 0.0310204 | val_loss: 0.0310765 | Time: 2030.96 ms [2020-12-21 19:24:17 main:581] : INFO : Epoch 844 | loss: 0.0310255 | val_loss: 0.0310769 | Time: 2029.23 ms [2020-12-21 19:24:19 main:581] : INFO : Epoch 845 | loss: 0.0310169 | val_loss: 0.0310678 | Time: 2031.59 ms [2020-12-21 19:24:21 main:581] : INFO : Epoch 846 | loss: 0.0310162 | val_loss: 0.0310812 | Time: 2031.72 ms [2020-12-21 19:24:24 main:581] : INFO : Epoch 847 | loss: 0.0310286 | val_loss: 0.0310848 | Time: 2030.34 ms [2020-12-21 19:24:26 main:581] : INFO : Epoch 848 | loss: 0.0310384 | val_loss: 0.0310886 | Time: 2022.19 ms [2020-12-21 19:24:28 main:581] : INFO : Epoch 849 | loss: 0.0310331 | val_loss: 0.031083 | Time: 2033.41 ms [2020-12-21 19:24:30 main:581] : INFO : Epoch 850 | loss: 0.031026 | val_loss: 0.031081 | Time: 2036.85 ms [2020-12-21 19:24:32 main:581] : INFO : Epoch 851 | loss: 0.031026 | val_loss: 0.0310768 | Time: 2033.51 ms [2020-12-21 19:24:34 main:581] : INFO : Epoch 852 | loss: 0.0310203 | val_loss: 0.031084 | Time: 2033 ms [2020-12-21 19:24:36 main:581] : INFO : Epoch 853 | loss: 0.03102 | val_loss: 0.0310821 | Time: 2031.16 ms [2020-12-21 19:24:38 main:581] : INFO : Epoch 854 | loss: 0.0310167 | val_loss: 0.0310854 | Time: 2011.5 ms [2020-12-21 19:24:40 main:581] : INFO : Epoch 855 | loss: 0.0310207 | val_loss: 0.0310895 | Time: 2021.63 ms [2020-12-21 19:24:42 main:581] : INFO : Epoch 856 | loss: 0.0310274 | val_loss: 0.0310892 | Time: 2020.91 ms [2020-12-21 19:24:44 main:581] : INFO : Epoch 857 | loss: 0.0310267 | val_loss: 0.0310796 | Time: 2011.65 ms [2020-12-21 19:24:46 main:581] : INFO : Epoch 858 | loss: 0.0310628 | val_loss: 0.0310862 | Time: 2024.18 ms [2020-12-21 19:24:48 main:581] : INFO : Epoch 859 | loss: 0.0310597 | val_loss: 0.031084 | Time: 2026.6 ms [2020-12-21 19:24:50 main:581] : INFO : Epoch 860 | loss: 0.0310496 | val_loss: 0.031086 | Time: 2018.17 ms [2020-12-21 19:24:52 main:581] : INFO : Epoch 861 | loss: 0.0310449 | val_loss: 0.0310846 | Time: 2022.23 ms [2020-12-21 19:24:54 main:581] : INFO : Epoch 862 | loss: 0.0310437 | val_loss: 0.0310873 | Time: 2023.16 ms [2020-12-21 19:24:56 main:581] : INFO : Epoch 863 | loss: 0.0310396 | val_loss: 0.0310814 | Time: 2023.29 ms [2020-12-21 19:24:58 main:581] : INFO : Epoch 864 | loss: 0.0310331 | val_loss: 0.0310757 | Time: 2018.97 ms [2020-12-21 19:25:00 main:581] : INFO : Epoch 865 | loss: 0.031031 | val_loss: 0.0310791 | Time: 2023.25 ms [2020-12-21 19:25:02 main:581] : INFO : Epoch 866 | loss: 0.0310279 | val_loss: 0.0310811 | Time: 2030.39 ms [2020-12-21 19:25:04 main:581] : INFO : Epoch 867 | loss: 0.0310292 | val_loss: 0.031076 | Time: 2030.02 ms [2020-12-21 19:25:06 main:581] : INFO : Epoch 868 | loss: 0.0310234 | val_loss: 0.0310774 | Time: 2022.24 ms [2020-12-21 19:25:08 main:581] : INFO : Epoch 869 | loss: 0.0310203 | val_loss: 0.0310864 | Time: 2039.07 ms [2020-12-21 19:25:10 main:581] : INFO : Epoch 870 | loss: 0.0310399 | val_loss: 0.0310757 | Time: 2028.99 ms [2020-12-21 19:25:12 main:581] : INFO : Epoch 871 | loss: 0.0310353 | val_loss: 0.0310928 | Time: 2029.08 ms [2020-12-21 19:25:14 main:581] : INFO : Epoch 872 | loss: 0.0310432 | val_loss: 0.031085 | Time: 2030.91 ms [2020-12-21 19:25:16 main:581] : INFO : Epoch 873 | loss: 0.0310325 | val_loss: 0.0310838 | Time: 2030.45 ms [2020-12-21 19:25:18 main:581] : INFO : Epoch 874 | loss: 0.0310286 | val_loss: 0.0310856 | Time: 2025.59 ms [2020-12-21 19:25:20 main:581] : INFO : Epoch 875 | loss: 0.0310244 | val_loss: 0.0310837 | Time: 2017.24 ms [2020-12-21 19:25:22 main:581] : INFO : Epoch 876 | loss: 0.0310283 | val_loss: 0.0310789 | Time: 2023.16 ms [2020-12-21 19:25:24 main:581] : INFO : Epoch 877 | loss: 0.0310273 | val_loss: 0.0310762 | Time: 2028.39 ms [2020-12-21 19:25:26 main:581] : INFO : Epoch 878 | loss: 0.0310307 | val_loss: 0.0310775 | Time: 2030.32 ms [2020-12-21 19:25:28 main:581] : INFO : Epoch 879 | loss: 0.0310277 | val_loss: 0.0310741 | Time: 2027.53 ms [2020-12-21 19:25:30 main:581] : INFO : Epoch 880 | loss: 0.0310232 | val_loss: 0.0310776 | Time: 2024 ms [2020-12-21 19:25:32 main:581] : INFO : Epoch 881 | loss: 0.0310245 | val_loss: 0.0310801 | Time: 2027.67 ms [2020-12-21 19:25:34 main:581] : INFO : Epoch 882 | loss: 0.0310278 | val_loss: 0.0310785 | Time: 2025.63 ms [2020-12-21 19:25:36 main:581] : INFO : Epoch 883 | loss: 0.0310326 | val_loss: 0.0310816 | Time: 2018.09 ms [2020-12-21 19:25:38 main:581] : INFO : Epoch 884 | loss: 0.0310249 | val_loss: 0.0310822 | Time: 2036.3 ms [2020-12-21 19:25:40 main:581] : INFO : Epoch 885 | loss: 0.0310249 | val_loss: 0.0310858 | Time: 2018.2 ms [2020-12-21 19:25:43 main:581] : INFO : Epoch 886 | loss: 0.0310271 | val_loss: 0.0310949 | Time: 2030.18 ms [2020-12-21 19:25:45 main:581] : INFO : Epoch 887 | loss: 0.0310238 | val_loss: 0.0310759 | Time: 2026.76 ms [2020-12-21 19:25:47 main:581] : INFO : Epoch 888 | loss: 0.0310227 | val_loss: 0.0310743 | Time: 2027.77 ms [2020-12-21 19:25:49 main:581] : INFO : Epoch 889 | loss: 0.0310205 | val_loss: 0.0310734 | Time: 2026.94 ms [2020-12-21 19:25:51 main:581] : INFO : Epoch 890 | loss: 0.0310151 | val_loss: 0.0310766 | Time: 2017.82 ms [2020-12-21 19:25:53 main:581] : INFO : Epoch 891 | loss: 0.031017 | val_loss: 0.0310871 | Time: 2027.51 ms [2020-12-21 19:25:55 main:581] : INFO : Epoch 892 | loss: 0.0310176 | val_loss: 0.0310731 | Time: 2018.27 ms [2020-12-21 19:25:57 main:581] : INFO : Epoch 893 | loss: 0.0310129 | val_loss: 0.0310882 | Time: 2025.62 ms [2020-12-21 19:25:59 main:581] : INFO : Epoch 894 | loss: 0.031013 | val_loss: 0.0310866 | Time: 2017.91 ms [2020-12-21 19:26:01 main:581] : INFO : Epoch 895 | loss: 0.0310124 | val_loss: 0.0310789 | Time: 2023.13 ms [2020-12-21 19:26:03 main:581] : INFO : Epoch 896 | loss: 0.0310121 | val_loss: 0.0310779 | Time: 2022.95 ms [2020-12-21 19:26:05 main:581] : INFO : Epoch 897 | loss: 0.0310112 | val_loss: 0.0310724 | Time: 2024.02 ms [2020-12-21 19:26:07 main:581] : INFO : Epoch 898 | loss: 0.0310246 | val_loss: 0.0310879 | Time: 2025.41 ms [2020-12-21 19:26:09 main:581] : INFO : Epoch 899 | loss: 0.0310249 | val_loss: 0.0310734 | Time: 2026.11 ms [2020-12-21 19:26:11 main:581] : INFO : Epoch 900 | loss: 0.0310176 | val_loss: 0.0310784 | Time: 2025.51 ms [2020-12-21 19:26:13 main:581] : INFO : Epoch 901 | loss: 0.0310179 | val_loss: 0.0310743 | Time: 2023.47 ms [2020-12-21 19:26:15 main:581] : INFO : Epoch 902 | loss: 0.0310198 | val_loss: 0.0310689 | Time: 2015.11 ms [2020-12-21 19:26:17 main:581] : INFO : Epoch 903 | loss: 0.0310194 | val_loss: 0.0310822 | Time: 2024.19 ms [2020-12-21 19:26:19 main:581] : INFO : Epoch 904 | loss: 0.0310187 | val_loss: 0.0310774 | Time: 2020.67 ms [2020-12-21 19:26:21 main:581] : INFO : Epoch 905 | loss: 0.031019 | val_loss: 0.0310793 | Time: 2017.67 ms [2020-12-21 19:26:23 main:581] : INFO : Epoch 906 | loss: 0.0310161 | val_loss: 0.031073 | Time: 2012.81 ms [2020-12-21 19:26:25 main:581] : INFO : Epoch 907 | loss: 0.0310102 | val_loss: 0.0310869 | Time: 2018.74 ms [2020-12-21 19:26:27 main:581] : INFO : Epoch 908 | loss: 0.0310136 | val_loss: 0.0310751 | Time: 2020.25 ms [2020-12-21 19:26:29 main:581] : INFO : Epoch 909 | loss: 0.0310225 | val_loss: 0.0310897 | Time: 2020.14 ms [2020-12-21 19:26:31 main:581] : INFO : Epoch 910 | loss: 0.0310235 | val_loss: 0.0310774 | Time: 2024.34 ms [2020-12-21 19:26:33 main:581] : INFO : Epoch 911 | loss: 0.0310172 | val_loss: 0.0310849 | Time: 2006.73 ms [2020-12-21 19:26:35 main:581] : INFO : Epoch 912 | loss: 0.0310129 | val_loss: 0.0310775 | Time: 2022.21 ms [2020-12-21 19:26:37 main:581] : INFO : Epoch 913 | loss: 0.0310108 | val_loss: 0.0310817 | Time: 2015.31 ms [2020-12-21 19:26:39 main:581] : INFO : Epoch 914 | loss: 0.0310115 | val_loss: 0.0310811 | Time: 2005.98 ms [2020-12-21 19:26:41 main:581] : INFO : Epoch 915 | loss: 0.0310083 | val_loss: 0.0310913 | Time: 2015.78 ms [2020-12-21 19:26:43 main:581] : INFO : Epoch 916 | loss: 0.0310083 | val_loss: 0.031082 | Time: 2016.28 ms [2020-12-21 19:26:45 main:581] : INFO : Epoch 917 | loss: 0.0310031 | val_loss: 0.0310893 | Time: 2022.97 ms [2020-12-21 19:26:47 main:581] : INFO : Epoch 918 | loss: 0.0310131 | val_loss: 0.0310916 | Time: 2020.62 ms [2020-12-21 19:26:49 main:581] : INFO : Epoch 919 | loss: 0.0310202 | val_loss: 0.031075 | Time: 2025.64 ms [2020-12-21 19:26:51 main:581] : INFO : Epoch 920 | loss: 0.0310131 | val_loss: 0.0310801 | Time: 2026.86 ms [2020-12-21 19:26:53 main:581] : INFO : Epoch 921 | loss: 0.031012 | val_loss: 0.0310804 | Time: 2013.49 ms [2020-12-21 19:26:55 main:581] : INFO : Epoch 922 | loss: 0.0310095 | val_loss: 0.0310746 | Time: 2010.8 ms [2020-12-21 19:26:57 main:581] : INFO : Epoch 923 | loss: 0.031013 | val_loss: 0.0310859 | Time: 2021.71 ms [2020-12-21 19:26:59 main:581] : INFO : Epoch 924 | loss: 0.0310138 | val_loss: 0.0310862 | Time: 2020.75 ms [2020-12-21 19:27:01 main:581] : INFO : Epoch 925 | loss: 0.0310073 | val_loss: 0.0310875 | Time: 2015.37 ms [2020-12-21 19:27:03 main:581] : INFO : Epoch 926 | loss: 0.031005 | val_loss: 0.031083 | Time: 2020.62 ms [2020-12-21 19:27:05 main:581] : INFO : Epoch 927 | loss: 0.0310078 | val_loss: 0.0310932 | Time: 2022.82 ms [2020-12-21 19:27:07 main:581] : INFO : Epoch 928 | loss: 0.0310031 | val_loss: 0.031081 | Time: 2019.44 ms [2020-12-21 19:27:09 main:581] : INFO : Epoch 929 | loss: 0.0310081 | val_loss: 0.0311032 | Time: 2008.55 ms [2020-12-21 19:27:11 main:581] : INFO : Epoch 930 | loss: 0.0310093 | val_loss: 0.031092 | Time: 2019.32 ms [2020-12-21 19:27:13 main:581] : INFO : Epoch 931 | loss: 0.0310079 | val_loss: 0.0310892 | Time: 2013.82 ms [2020-12-21 19:27:15 main:581] : INFO : Epoch 932 | loss: 0.0310019 | val_loss: 0.0310874 | Time: 2023.02 ms [2020-12-21 19:27:17 main:581] : INFO : Epoch 933 | loss: 0.0310015 | val_loss: 0.031091 | Time: 2007.07 ms [2020-12-21 19:27:19 main:581] : INFO : Epoch 934 | loss: 0.0310019 | val_loss: 0.0310946 | Time: 2013.11 ms [2020-12-21 19:27:21 main:581] : INFO : Epoch 935 | loss: 0.0310117 | val_loss: 0.0310884 | Time: 2002.78 ms [2020-12-21 19:27:23 main:581] : INFO : Epoch 936 | loss: 0.0310094 | val_loss: 0.0310919 | Time: 2017.05 ms [2020-12-21 19:27:25 main:581] : INFO : Epoch 937 | loss: 0.0310161 | val_loss: 0.0310872 | Time: 2006.05 ms [2020-12-21 19:27:28 main:581] : INFO : Epoch 938 | loss: 0.0310086 | val_loss: 0.0310904 | Time: 2013.91 ms [2020-12-21 19:27:30 main:581] : INFO : Epoch 939 | loss: 0.0310078 | val_loss: 0.0310909 | Time: 2006.92 ms [2020-12-21 19:27:32 main:581] : INFO : Epoch 940 | loss: 0.031008 | val_loss: 0.0310785 | Time: 2004.4 ms [2020-12-21 19:27:34 main:581] : INFO : Epoch 941 | loss: 0.0310097 | val_loss: 0.0310863 | Time: 2020.54 ms [2020-12-21 19:27:36 main:581] : INFO : Epoch 942 | loss: 0.0310149 | val_loss: 0.0310973 | Time: 2017.35 ms [2020-12-21 19:27:38 main:581] : INFO : Epoch 943 | loss: 0.0310116 | val_loss: 0.0310883 | Time: 2020.15 ms [2020-12-21 19:27:40 main:581] : INFO : Epoch 944 | loss: 0.0310031 | val_loss: 0.0310851 | Time: 2011.61 ms [2020-12-21 19:27:42 main:581] : INFO : Epoch 945 | loss: 0.031001 | val_loss: 0.0310844 | Time: 2017.89 ms [2020-12-21 19:27:44 main:581] : INFO : Epoch 946 | loss: 0.0309974 | val_loss: 0.0310836 | Time: 2012.1 ms [2020-12-21 19:27:46 main:581] : INFO : Epoch 947 | loss: 0.0309998 | val_loss: 0.0310815 | Time: 2016.07 ms [2020-12-21 19:27:48 main:581] : INFO : Epoch 948 | loss: 0.0309999 | val_loss: 0.0310886 | Time: 2007.05 ms [2020-12-21 19:27:50 main:581] : INFO : Epoch 949 | loss: 0.0309977 | val_loss: 0.0310882 | Time: 2014.49 ms [2020-12-21 19:27:52 main:581] : INFO : Epoch 950 | loss: 0.0310092 | val_loss: 0.0310784 | Time: 2009.41 ms [2020-12-21 19:27:54 main:581] : INFO : Epoch 951 | loss: 0.0310225 | val_loss: 0.0310846 | Time: 2019.46 ms [2020-12-21 19:27:56 main:581] : INFO : Epoch 952 | loss: 0.0310197 | val_loss: 0.0310996 | Time: 2019.17 ms [2020-12-21 19:27:58 main:581] : INFO : Epoch 953 | loss: 0.0310181 | val_loss: 0.0310867 | Time: 2009.39 ms [2020-12-21 19:28:00 main:581] : INFO : Epoch 954 | loss: 0.0310107 | val_loss: 0.031089 | Time: 2019.84 ms [2020-12-21 19:28:02 main:581] : INFO : Epoch 955 | loss: 0.0310064 | val_loss: 0.0310888 | Time: 2015.52 ms [2020-12-21 19:28:04 main:581] : INFO : Epoch 956 | loss: 0.0310087 | val_loss: 0.0310859 | Time: 2017.61 ms [2020-12-21 19:28:06 main:581] : INFO : Epoch 957 | loss: 0.0310112 | val_loss: 0.0310978 | Time: 2009.44 ms [2020-12-21 19:28:08 main:581] : INFO : Epoch 958 | loss: 0.0310137 | val_loss: 0.0310792 | Time: 2018.42 ms [2020-12-21 19:28:10 main:581] : INFO : Epoch 959 | loss: 0.0310156 | val_loss: 0.0310913 | Time: 2020.15 ms [2020-12-21 19:28:12 main:581] : INFO : Epoch 960 | loss: 0.0310045 | val_loss: 0.0310896 | Time: 2016.15 ms [2020-12-21 19:28:14 main:581] : INFO : Epoch 961 | loss: 0.0310097 | val_loss: 0.0310846 | Time: 2016.66 ms [2020-12-21 19:28:16 main:581] : INFO : Epoch 962 | loss: 0.0310071 | val_loss: 0.0310784 | Time: 2009.7 ms [2020-12-21 19:28:18 main:581] : INFO : Epoch 963 | loss: 0.0310061 | val_loss: 0.0310727 | Time: 2019.02 ms [2020-12-21 19:28:20 main:581] : INFO : Epoch 964 | loss: 0.0310071 | val_loss: 0.0310761 | Time: 2020.04 ms [2020-12-21 19:28:22 main:581] : INFO : Epoch 965 | loss: 0.0310061 | val_loss: 0.0310737 | Time: 2009.24 ms [2020-12-21 19:28:24 main:581] : INFO : Epoch 966 | loss: 0.0310027 | val_loss: 0.0310895 | Time: 2015.07 ms [2020-12-21 19:28:26 main:581] : INFO : Epoch 967 | loss: 0.0310033 | val_loss: 0.0310762 | Time: 2007.5 ms [2020-12-21 19:28:28 main:581] : INFO : Epoch 968 | loss: 0.0310014 | val_loss: 0.0310795 | Time: 2017.87 ms [2020-12-21 19:28:30 main:581] : INFO : Epoch 969 | loss: 0.0309988 | val_loss: 0.0310924 | Time: 2006.51 ms [2020-12-21 19:28:32 main:581] : INFO : Epoch 970 | loss: 0.0309992 | val_loss: 0.0310798 | Time: 2022.3 ms [2020-12-21 19:28:34 main:581] : INFO : Epoch 971 | loss: 0.0310038 | val_loss: 0.031091 | Time: 2010.77 ms [2020-12-21 19:28:36 main:581] : INFO : Epoch 972 | loss: 0.0310128 | val_loss: 0.0310962 | Time: 2015.66 ms [2020-12-21 19:28:38 main:581] : INFO : Epoch 973 | loss: 0.0310004 | val_loss: 0.0310749 | Time: 2008.76 ms [2020-12-21 19:28:40 main:581] : INFO : Epoch 974 | loss: 0.0309967 | val_loss: 0.0310827 | Time: 2023.41 ms [2020-12-21 19:28:42 main:581] : INFO : Epoch 975 | loss: 0.0310098 | val_loss: 0.0310811 | Time: 2016.89 ms [2020-12-21 19:28:44 main:581] : INFO : Epoch 976 | loss: 0.0310079 | val_loss: 0.0310854 | Time: 2025.36 ms [2020-12-21 19:28:46 main:581] : INFO : Epoch 977 | loss: 0.0310258 | val_loss: 0.0310984 | Time: 2025.96 ms [2020-12-21 19:28:48 main:581] : INFO : Epoch 978 | loss: 0.0310286 | val_loss: 0.0310908 | Time: 2014.44 ms [2020-12-21 19:28:50 main:581] : INFO : Epoch 979 | loss: 0.0310174 | val_loss: 0.0310872 | Time: 2022.37 ms [2020-12-21 19:28:52 main:581] : INFO : Epoch 980 | loss: 0.0310117 | val_loss: 0.031079 | Time: 2022.55 ms [2020-12-21 19:28:54 main:581] : INFO : Epoch 981 | loss: 0.0310121 | val_loss: 0.0310713 | Time: 2014.6 ms [2020-12-21 19:28:56 main:581] : INFO : Epoch 982 | loss: 0.0310072 | val_loss: 0.031075 | Time: 2017.69 ms [2020-12-21 19:28:58 main:581] : INFO : Epoch 983 | loss: 0.0310059 | val_loss: 0.0310777 | Time: 2021.7 ms [2020-12-21 19:29:00 main:581] : INFO : Epoch 984 | loss: 0.0310035 | val_loss: 0.0310717 | Time: 2028.57 ms [2020-12-21 19:29:02 main:581] : INFO : Epoch 985 | loss: 0.0309992 | val_loss: 0.0310817 | Time: 2013.27 ms [2020-12-21 19:29:04 main:581] : INFO : Epoch 986 | loss: 0.031001 | val_loss: 0.0310756 | Time: 2019.51 ms [2020-12-21 19:29:06 main:581] : INFO : Epoch 987 | loss: 0.0310062 | val_loss: 0.0310725 | Time: 2014.64 ms [2020-12-21 19:29:08 main:581] : INFO : Epoch 988 | loss: 0.0310136 | val_loss: 0.0311044 | Time: 2023.58 ms [2020-12-21 19:29:10 main:581] : INFO : Epoch 989 | loss: 0.0310373 | val_loss: 0.0310714 | Time: 2013.16 ms [2020-12-21 19:29:12 main:581] : INFO : Epoch 990 | loss: 0.0310142 | val_loss: 0.031076 | Time: 2021.41 ms [2020-12-21 19:29:14 main:581] : INFO : Epoch 991 | loss: 0.0310124 | val_loss: 0.0310874 | Time: 2016.99 ms [2020-12-21 19:29:16 main:581] : INFO : Epoch 992 | loss: 0.0310116 | val_loss: 0.031079 | Time: 2015.9 ms [2020-12-21 19:29:18 main:581] : INFO : Epoch 993 | loss: 0.0310086 | val_loss: 0.0310762 | Time: 2020.19 ms [2020-12-21 19:29:20 main:581] : INFO : Epoch 994 | loss: 0.0310056 | val_loss: 0.0310749 | Time: 2020.69 ms [2020-12-21 19:29:22 main:581] : INFO : Epoch 995 | loss: 0.0310148 | val_loss: 0.0310859 | Time: 2019.81 ms [2020-12-21 19:29:24 main:581] : INFO : Epoch 996 | loss: 0.0310458 | val_loss: 0.0310814 | Time: 2011.91 ms [2020-12-21 19:29:26 main:581] : INFO : Epoch 997 | loss: 0.0310428 | val_loss: 0.0310797 | Time: 2019.16 ms [2020-12-21 19:29:29 main:581] : INFO : Epoch 998 | loss: 0.0310374 | val_loss: 0.0310729 | Time: 2019.13 ms [2020-12-21 19:29:31 main:581] : INFO : Epoch 999 | loss: 0.0310307 | val_loss: 0.031085 | Time: 2019.62 ms [2020-12-21 19:29:33 main:581] : INFO : Epoch 1000 | loss: 0.0310226 | val_loss: 0.031083 | Time: 2017.61 ms [2020-12-21 19:29:35 main:581] : INFO : Epoch 1001 | loss: 0.0310181 | val_loss: 0.0310768 | Time: 2017.94 ms [2020-12-21 19:29:37 main:581] : INFO : Epoch 1002 | loss: 0.0310119 | val_loss: 0.0310738 | Time: 2018.53 ms [2020-12-21 19:29:39 main:581] : INFO : Epoch 1003 | loss: 0.0310164 | val_loss: 0.0310877 | Time: 2017.55 ms [2020-12-21 19:29:41 main:581] : INFO : Epoch 1004 | loss: 0.0310268 | val_loss: 0.0310766 | Time: 2013.92 ms [2020-12-21 19:29:43 main:581] : INFO : Epoch 1005 | loss: 0.0310256 | val_loss: 0.0310758 | Time: 2015.84 ms [2020-12-21 19:29:45 main:581] : INFO : Epoch 1006 | loss: 0.0310134 | val_loss: 0.0310775 | Time: 2021.9 ms [2020-12-21 19:29:47 main:581] : INFO : Epoch 1007 | loss: 0.0310108 | val_loss: 0.0310847 | Time: 2020.84 ms [2020-12-21 19:29:49 main:581] : INFO : Epoch 1008 | loss: 0.0310106 | val_loss: 0.031085 | Time: 2022.13 ms [2020-12-21 19:29:51 main:581] : INFO : Epoch 1009 | loss: 0.0310097 | val_loss: 0.0310702 | Time: 2022.59 ms [2020-12-21 19:29:53 main:581] : INFO : Epoch 1010 | loss: 0.0310063 | val_loss: 0.0310756 | Time: 2017.96 ms [2020-12-21 19:29:55 main:581] : INFO : Epoch 1011 | loss: 0.031006 | val_loss: 0.0310732 | Time: 2017.76 ms [2020-12-21 19:29:57 main:581] : INFO : Epoch 1012 | loss: 0.0310097 | val_loss: 0.0310725 | Time: 2018.4 ms [2020-12-21 19:29:59 main:581] : INFO : Epoch 1013 | loss: 0.0310089 | val_loss: 0.031079 | Time: 2017.89 ms [2020-12-21 19:30:01 main:581] : INFO : Epoch 1014 | loss: 0.0310086 | val_loss: 0.0310751 | Time: 2016.77 ms [2020-12-21 19:30:03 main:581] : INFO : Epoch 1015 | loss: 0.0310057 | val_loss: 0.0310765 | Time: 2023.47 ms [2020-12-21 19:30:05 main:581] : INFO : Epoch 1016 | loss: 0.0310083 | val_loss: 0.0310767 | Time: 2023.01 ms [2020-12-21 19:30:07 main:581] : INFO : Epoch 1017 | loss: 0.0310078 | val_loss: 0.0310789 | Time: 2016.16 ms [2020-12-21 19:30:09 main:581] : INFO : Epoch 1018 | loss: 0.0310078 | val_loss: 0.0310855 | Time: 2021.8 ms [2020-12-21 19:30:11 main:581] : INFO : Epoch 1019 | loss: 0.0310028 | val_loss: 0.0310747 | Time: 2023.59 ms [2020-12-21 19:30:13 main:581] : INFO : Epoch 1020 | loss: 0.0310083 | val_loss: 0.0310705 | Time: 2015.58 ms [2020-12-21 19:30:15 main:581] : INFO : Epoch 1021 | loss: 0.0310157 | val_loss: 0.0310853 | Time: 2024.13 ms [2020-12-21 19:30:17 main:581] : INFO : Epoch 1022 | loss: 0.0310131 | val_loss: 0.0310831 | Time: 2023.4 ms [2020-12-21 19:30:19 main:581] : INFO : Epoch 1023 | loss: 0.0310074 | val_loss: 0.0310739 | Time: 2024.18 ms [2020-12-21 19:30:21 main:581] : INFO : Epoch 1024 | loss: 0.0310044 | val_loss: 0.0310883 | Time: 2017.64 ms [2020-12-21 19:30:21 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310883 [2020-12-21 19:30:21 main:610] : INFO : Saving end state to config to file [2020-12-21 19:30:21 main:615] : INFO : Success, exiting.. 19:30:21 (1703031): 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)