Task 3366649
| Name | ParityMachine-1606531484-29457-5_1 |
| Workunit | 1516423 |
| Created | 21 Dec 2020, 1:01:12 UTC |
| Sent | 21 Dec 2020, 1:19:51 UTC |
| Report deadline | 28 Dec 2020, 1:19:51 UTC |
| Received | 21 Dec 2020, 13:59:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 25 sec |
| CPU time | 34 min 21 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 | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 08:16:46 main:581] : INFO : Epoch 510 | loss: 0.0312302 | val_loss: 0.03123 | Time: 2011.06 ms [2020-12-21 08:16:48 main:581] : INFO : Epoch 511 | loss: 0.0312303 | val_loss: 0.0312322 | Time: 2011.72 ms [2020-12-21 08:16:50 main:581] : INFO : Epoch 512 | loss: 0.0312322 | val_loss: 0.0312368 | Time: 2014.51 ms [2020-12-21 08:16:52 main:581] : INFO : Epoch 513 | loss: 0.0312312 | val_loss: 0.0312291 | Time: 2000.85 ms [2020-12-21 08:16:54 main:581] : INFO : Epoch 514 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 2012.4 ms [2020-12-21 08:16:56 main:581] : INFO : Epoch 515 | loss: 0.03123 | val_loss: 0.0312298 | Time: 2022.46 ms [2020-12-21 08:16:58 main:581] : INFO : Epoch 516 | loss: 0.0312312 | val_loss: 0.0312296 | Time: 2014.86 ms [2020-12-21 08:17:00 main:581] : INFO : Epoch 517 | loss: 0.0312293 | val_loss: 0.0312295 | Time: 2004.94 ms [2020-12-21 08:17:02 main:581] : INFO : Epoch 518 | loss: 0.0312303 | val_loss: 0.0312296 | Time: 2021.6 ms [2020-12-21 08:17:04 main:581] : INFO : Epoch 519 | loss: 0.0312302 | val_loss: 0.0312293 | Time: 2002.29 ms [2020-12-21 08:17:06 main:581] : INFO : Epoch 520 | loss: 0.0312303 | val_loss: 0.031229 | Time: 2004.69 ms [2020-12-21 08:17:08 main:581] : INFO : Epoch 521 | loss: 0.031231 | val_loss: 0.031229 | Time: 2010.39 ms [2020-12-21 08:17:10 main:581] : INFO : Epoch 522 | loss: 0.03123 | val_loss: 0.0312298 | Time: 2002.94 ms [2020-12-21 08:17:12 main:581] : INFO : Epoch 523 | loss: 0.0312325 | val_loss: 0.0312346 | Time: 2008.26 ms [2020-12-21 08:17:14 main:581] : INFO : Epoch 524 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 2010.19 ms [2020-12-21 08:17:16 main:581] : INFO : Epoch 525 | loss: 0.0312306 | val_loss: 0.031231 | Time: 2003.29 ms [2020-12-21 08:17:18 main:581] : INFO : Epoch 526 | loss: 0.0312295 | val_loss: 0.0312294 | Time: 2009.33 ms [2020-12-21 08:17:20 main:581] : INFO : Epoch 527 | loss: 0.03123 | val_loss: 0.0312346 | Time: 2009.22 ms [2020-12-21 08:17:22 main:581] : INFO : Epoch 528 | loss: 0.0312302 | val_loss: 0.0312298 | Time: 1995.62 ms [2020-12-21 08:17:24 main:581] : INFO : Epoch 529 | loss: 0.0312302 | val_loss: 0.0312294 | Time: 2013.67 ms [2020-12-21 08:17:26 main:581] : INFO : Epoch 530 | loss: 0.0312294 | val_loss: 0.0312292 | Time: 2005.02 ms [2020-12-21 08:17:28 main:581] : INFO : Epoch 531 | loss: 0.0312315 | val_loss: 0.0312328 | Time: 2018.75 ms [2020-12-21 08:17:30 main:581] : INFO : Epoch 532 | loss: 0.0312316 | val_loss: 0.0312325 | Time: 2009.44 ms [2020-12-21 08:17:32 main:581] : INFO : Epoch 533 | loss: 0.0312302 | val_loss: 0.0312292 | Time: 2004.76 ms [2020-12-21 08:17:34 main:581] : INFO : Epoch 534 | loss: 0.0312303 | val_loss: 0.0312298 | Time: 2013.77 ms [2020-12-21 08:17:36 main:581] : INFO : Epoch 535 | loss: 0.0312306 | val_loss: 0.0312308 | Time: 2005.46 ms [2020-12-21 08:17:38 main:581] : INFO : Epoch 536 | loss: 0.03123 | val_loss: 0.0312298 | Time: 2010.97 ms [2020-12-21 08:17:40 main:581] : INFO : Epoch 537 | loss: 0.0312311 | val_loss: 0.0312369 | Time: 2014.96 ms [2020-12-21 08:17:42 main:581] : INFO : Epoch 538 | loss: 0.0312325 | val_loss: 0.0312338 | Time: 2015.07 ms [2020-12-21 08:17:44 main:581] : INFO : Epoch 539 | loss: 0.0312319 | val_loss: 0.0312298 | Time: 2009.35 ms [2020-12-21 08:17:46 main:581] : INFO : Epoch 540 | loss: 0.0312307 | val_loss: 0.0312297 | Time: 2005.28 ms [2020-12-21 08:17:48 main:581] : INFO : Epoch 541 | loss: 0.0312308 | val_loss: 0.0312305 | Time: 2014.72 ms [2020-12-21 08:17:50 main:581] : INFO : Epoch 542 | loss: 0.0312306 | val_loss: 0.0312299 | Time: 2015.58 ms [2020-12-21 08:17:52 main:581] : INFO : Epoch 543 | loss: 0.0312292 | val_loss: 0.03123 | Time: 2003.28 ms [2020-12-21 08:17:54 main:581] : INFO : Epoch 544 | loss: 0.0312299 | val_loss: 0.031229 | Time: 2005.6 ms [2020-12-21 08:17:56 main:581] : INFO : Epoch 545 | loss: 0.0312292 | val_loss: 0.0312289 | Time: 2004.79 ms [2020-12-21 08:17:58 main:581] : INFO : Epoch 546 | loss: 0.0312295 | val_loss: 0.0312295 | Time: 2024.24 ms [2020-12-21 08:18:00 main:581] : INFO : Epoch 547 | loss: 0.0312289 | val_loss: 0.031229 | Time: 2010.98 ms [2020-12-21 08:18:02 main:581] : INFO : Epoch 548 | loss: 0.0312291 | val_loss: 0.03123 | Time: 2015.26 ms [2020-12-21 08:18:04 main:581] : INFO : Epoch 549 | loss: 0.0312302 | val_loss: 0.031229 | Time: 2018.78 ms [2020-12-21 08:18:06 main:581] : INFO : Epoch 550 | loss: 0.0312293 | val_loss: 0.031232 | Time: 2019.44 ms [2020-12-21 08:18:08 main:581] : INFO : Epoch 551 | loss: 0.0312304 | val_loss: 0.0312292 | Time: 2011.39 ms [2020-12-21 08:18:10 main:581] : INFO : Epoch 552 | loss: 0.0312288 | val_loss: 0.031229 | Time: 2005.88 ms [2020-12-21 08:18:12 main:581] : INFO : Epoch 553 | loss: 0.0312301 | val_loss: 0.0312337 | Time: 2015.05 ms [2020-12-21 08:18:14 main:581] : INFO : Epoch 554 | loss: 0.0312355 | val_loss: 0.0312305 | Time: 2007.47 ms [2020-12-21 08:18:16 main:581] : INFO : Epoch 555 | loss: 0.0312306 | val_loss: 0.0312308 | Time: 2012.32 ms [2020-12-21 08:18:18 main:581] : INFO : Epoch 556 | loss: 0.0312293 | val_loss: 0.0312299 | Time: 2009.41 ms [2020-12-21 08:18:20 main:581] : INFO : Epoch 557 | loss: 0.0312291 | val_loss: 0.0312296 | Time: 2003.09 ms [2020-12-21 08:18:22 main:581] : INFO : Epoch 558 | loss: 0.0312291 | val_loss: 0.0312321 | Time: 2010.08 ms [2020-12-21 08:18:24 main:581] : INFO : Epoch 559 | loss: 0.0312324 | val_loss: 0.0312334 | Time: 2011.59 ms [2020-12-21 08:18:26 main:581] : INFO : Epoch 560 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 2004.91 ms [2020-12-21 08:18:28 main:581] : INFO : Epoch 561 | loss: 0.0312295 | val_loss: 0.0312293 | Time: 2012.74 ms [2020-12-21 08:18:30 main:581] : INFO : Epoch 562 | loss: 0.0312291 | val_loss: 0.0312293 | Time: 2005.79 ms [2020-12-21 08:18:32 main:581] : INFO : Epoch 563 | loss: 0.0312293 | val_loss: 0.031231 | Time: 2011.18 ms [2020-12-21 08:18:34 main:581] : INFO : Epoch 564 | loss: 0.0312308 | val_loss: 0.0312295 | Time: 2002.47 ms [2020-12-21 08:18:36 main:581] : INFO : Epoch 565 | loss: 0.0312299 | val_loss: 0.0312329 | Time: 2013.35 ms [2020-12-21 08:18:38 main:581] : INFO : Epoch 566 | loss: 0.0312301 | val_loss: 0.0312315 | Time: 2005.56 ms [2020-12-21 08:18:40 main:581] : INFO : Epoch 567 | loss: 0.031231 | val_loss: 0.0312307 | Time: 2010.81 ms [2020-12-21 08:18:42 main:581] : INFO : Epoch 568 | loss: 0.031231 | val_loss: 0.03123 | Time: 2004.23 ms [2020-12-21 08:18:44 main:581] : INFO : Epoch 569 | loss: 0.031229 | val_loss: 0.0312291 | Time: 2004.53 ms [2020-12-21 08:18:46 main:581] : INFO : Epoch 570 | loss: 0.031229 | val_loss: 0.0312289 | Time: 2010.35 ms [2020-12-21 08:18:48 main:581] : INFO : Epoch 571 | loss: 0.0312291 | val_loss: 0.031229 | Time: 2014.76 ms [2020-12-21 08:18:50 main:581] : INFO : Epoch 572 | loss: 0.0312314 | val_loss: 0.0312437 | Time: 2003.4 ms [2020-12-21 08:18:52 main:581] : INFO : Epoch 573 | loss: 0.0312335 | val_loss: 0.0312308 | Time: 1995.41 ms [2020-12-21 08:18:54 main:581] : INFO : Epoch 574 | loss: 0.031232 | val_loss: 0.0312324 | Time: 2007.1 ms [2020-12-21 08:18:56 main:581] : INFO : Epoch 575 | loss: 0.0312302 | val_loss: 0.0312308 | Time: 2004.45 ms [2020-12-21 08:18:58 main:581] : INFO : Epoch 576 | loss: 0.0312313 | val_loss: 0.0312304 | Time: 2014.27 ms [2020-12-21 08:19:00 main:581] : INFO : Epoch 577 | loss: 0.0312326 | val_loss: 0.0312311 | Time: 2016.65 ms [2020-12-21 08:19:02 main:581] : INFO : Epoch 578 | loss: 0.0312291 | val_loss: 0.0312291 | Time: 2007.3 ms [2020-12-21 08:19:04 main:581] : INFO : Epoch 579 | loss: 0.0312295 | val_loss: 0.0312292 | Time: 2010.05 ms [2020-12-21 08:19:06 main:581] : INFO : Epoch 580 | loss: 0.0312286 | val_loss: 0.0312293 | Time: 2012.74 ms [2020-12-21 08:19:08 main:581] : INFO : Epoch 581 | loss: 0.0312297 | val_loss: 0.0312328 | Time: 2014.67 ms [2020-12-21 08:19:10 main:581] : INFO : Epoch 582 | loss: 0.031229 | val_loss: 0.0312293 | Time: 2003.73 ms [2020-12-21 08:19:12 main:581] : INFO : Epoch 583 | loss: 0.0312293 | val_loss: 0.03123 | Time: 2009.78 ms [2020-12-21 08:19:14 main:581] : INFO : Epoch 584 | loss: 0.0312311 | val_loss: 0.0312294 | Time: 2007.55 ms [2020-12-21 08:19:16 main:581] : INFO : Epoch 585 | loss: 0.0312295 | val_loss: 0.0312318 | Time: 2009.77 ms [2020-12-21 08:19:18 main:581] : INFO : Epoch 586 | loss: 0.0312301 | val_loss: 0.0312301 | Time: 1997.53 ms [2020-12-21 08:19:20 main:581] : INFO : Epoch 587 | loss: 0.0312303 | val_loss: 0.0312309 | Time: 2004.01 ms [2020-12-21 08:19:22 main:581] : INFO : Epoch 588 | loss: 0.0312301 | val_loss: 0.0312311 | Time: 2008.87 ms [2020-12-21 08:19:24 main:581] : INFO : Epoch 589 | loss: 0.0312289 | val_loss: 0.0312292 | Time: 2011.15 ms [2020-12-21 08:19:26 main:581] : INFO : Epoch 590 | loss: 0.0312323 | val_loss: 0.0312416 | Time: 2004.6 ms [2020-12-21 08:19:28 main:581] : INFO : Epoch 591 | loss: 0.0312333 | val_loss: 0.0312325 | Time: 2012.08 ms [2020-12-21 08:19:30 main:581] : INFO : Epoch 592 | loss: 0.0312313 | val_loss: 0.0312317 | Time: 2008.1 ms [2020-12-21 08:19:32 main:581] : INFO : Epoch 593 | loss: 0.0312296 | val_loss: 0.0312288 | Time: 2011.77 ms [2020-12-21 08:19:34 main:581] : INFO : Epoch 594 | loss: 0.0312289 | val_loss: 0.031229 | Time: 2004.35 ms [2020-12-21 08:19:36 main:581] : INFO : Epoch 595 | loss: 0.0312289 | val_loss: 0.0312303 | Time: 2017.89 ms [2020-12-21 08:19:38 main:581] : INFO : Epoch 596 | loss: 0.0312295 | val_loss: 0.0312287 | Time: 2017.38 ms [2020-12-21 08:19:40 main:581] : INFO : Epoch 597 | loss: 0.0312304 | val_loss: 0.03123 | Time: 2004.28 ms [2020-12-21 08:19:42 main:581] : INFO : Epoch 598 | loss: 0.0312292 | val_loss: 0.0312313 | Time: 2015.91 ms [2020-12-21 08:19:44 main:581] : INFO : Epoch 599 | loss: 0.0312298 | val_loss: 0.0312289 | Time: 2010.04 ms [2020-12-21 08:19:46 main:581] : INFO : Epoch 600 | loss: 0.0312299 | val_loss: 0.0312293 | Time: 2010.09 ms [2020-12-21 08:19:48 main:581] : INFO : Epoch 601 | loss: 0.0312288 | val_loss: 0.03123 | Time: 2004.12 ms [2020-12-21 08:19:50 main:581] : INFO : Epoch 602 | loss: 0.0312297 | val_loss: 0.0312291 | Time: 2011 ms [2020-12-21 08:19:52 main:581] : INFO : Epoch 603 | loss: 0.031229 | val_loss: 0.0312301 | Time: 2004.91 ms [2020-12-21 08:19:54 main:581] : INFO : Epoch 604 | loss: 0.0312292 | val_loss: 0.031229 | Time: 2012.21 ms [2020-12-21 08:19:56 main:581] : INFO : Epoch 605 | loss: 0.0312285 | val_loss: 0.0312288 | Time: 2004.17 ms [2020-12-21 08:19:58 main:581] : INFO : Epoch 606 | loss: 0.0312301 | val_loss: 0.03123 | Time: 2012.64 ms [2020-12-21 08:20:00 main:581] : INFO : Epoch 607 | loss: 0.0312294 | val_loss: 0.0312288 | Time: 2007.36 ms [2020-12-21 08:20:03 main:581] : INFO : Epoch 608 | loss: 0.0312293 | val_loss: 0.0312303 | Time: 2005.96 ms [2020-12-21 08:20:05 main:581] : INFO : Epoch 609 | loss: 0.0312297 | val_loss: 0.03123 | Time: 2013 ms [2020-12-21 08:20:07 main:581] : INFO : Epoch 610 | loss: 0.0312295 | val_loss: 0.031229 | Time: 2005.44 ms [2020-12-21 08:20:09 main:581] : INFO : Epoch 611 | loss: 0.0312284 | val_loss: 0.0312291 | Time: 2012.16 ms [2020-12-21 08:20:11 main:581] : INFO : Epoch 612 | loss: 0.0312287 | val_loss: 0.0312292 | Time: 2005.38 ms [2020-12-21 08:20:13 main:581] : INFO : Epoch 613 | loss: 0.0312285 | val_loss: 0.0312298 | Time: 2002.56 ms [2020-12-21 08:20:15 main:581] : INFO : Epoch 614 | loss: 0.0312284 | val_loss: 0.0312363 | Time: 2010.38 ms [2020-12-21 08:20:17 main:581] : INFO : Epoch 615 | loss: 0.0312297 | val_loss: 0.0312295 | Time: 2011.94 ms [2020-12-21 08:20:19 main:581] : INFO : Epoch 616 | loss: 0.0312289 | val_loss: 0.0312306 | Time: 2003.17 ms [2020-12-21 08:20:21 main:581] : INFO : Epoch 617 | loss: 0.0312305 | val_loss: 0.0312308 | Time: 2012.3 ms [2020-12-21 08:20:23 main:581] : INFO : Epoch 618 | loss: 0.03123 | val_loss: 0.0312312 | Time: 2009.13 ms [2020-12-21 08:20:25 main:581] : INFO : Epoch 619 | loss: 0.031232 | val_loss: 0.0312328 | Time: 2014.12 ms [2020-12-21 08:20:27 main:581] : INFO : Epoch 620 | loss: 0.031233 | val_loss: 0.031232 | Time: 2013.63 ms [2020-12-21 08:20:29 main:581] : INFO : Epoch 621 | loss: 0.0312299 | val_loss: 0.0312291 | Time: 1995.95 ms [2020-12-21 08:20:31 main:581] : INFO : Epoch 622 | loss: 0.0312283 | val_loss: 0.0312289 | Time: 2010.53 ms [2020-12-21 08:20:33 main:581] : INFO : Epoch 623 | loss: 0.0312287 | val_loss: 0.0312294 | Time: 2012.05 ms [2020-12-21 08:20:35 main:581] : INFO : Epoch 624 | loss: 0.0312289 | val_loss: 0.0312284 | Time: 2004.36 ms [2020-12-21 08:20:37 main:581] : INFO : Epoch 625 | loss: 0.0312282 | val_loss: 0.0312281 | Time: 2005.87 ms [2020-12-21 08:20:39 main:581] : INFO : Epoch 626 | loss: 0.0312282 | val_loss: 0.0312314 | Time: 2010.52 ms [2020-12-21 08:20:41 main:581] : INFO : Epoch 627 | loss: 0.0312288 | val_loss: 0.0312294 | Time: 2004.79 ms [2020-12-21 08:20:43 main:581] : INFO : Epoch 628 | loss: 0.0312286 | val_loss: 0.0312288 | Time: 2011.46 ms [2020-12-21 08:20:45 main:581] : INFO : Epoch 629 | loss: 0.0312282 | val_loss: 0.0312302 | Time: 2000.51 ms [2020-12-21 08:20:47 main:581] : INFO : Epoch 630 | loss: 0.0312321 | val_loss: 0.0312285 | Time: 2009.71 ms [2020-12-21 08:20:49 main:581] : INFO : Epoch 631 | loss: 0.0312318 | val_loss: 0.0312301 | Time: 2004.8 ms [2020-12-21 08:20:51 main:581] : INFO : Epoch 632 | loss: 0.0312289 | val_loss: 0.0312338 | Time: 2005.73 ms [2020-12-21 08:20:53 main:581] : INFO : Epoch 633 | loss: 0.0312303 | val_loss: 0.0312315 | Time: 2022.84 ms [2020-12-21 08:20:55 main:581] : INFO : Epoch 634 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 2012.25 ms [2020-12-21 08:20:57 main:581] : INFO : Epoch 635 | loss: 0.0312285 | val_loss: 0.0312284 | Time: 2011.48 ms [2020-12-21 08:20:59 main:581] : INFO : Epoch 636 | loss: 0.0312286 | val_loss: 0.0312283 | Time: 2009.05 ms [2020-12-21 08:21:01 main:581] : INFO : Epoch 637 | loss: 0.0312287 | val_loss: 0.0312301 | Time: 2002.48 ms [2020-12-21 08:21:03 main:581] : INFO : Epoch 638 | loss: 0.0312286 | val_loss: 0.0312291 | Time: 2010.25 ms [2020-12-21 08:21:05 main:581] : INFO : Epoch 639 | loss: 0.0312289 | val_loss: 0.0312283 | Time: 2003.13 ms [2020-12-21 08:21:07 main:581] : INFO : Epoch 640 | loss: 0.031229 | val_loss: 0.0312288 | Time: 2004.93 ms [2020-12-21 08:21:09 main:581] : INFO : Epoch 641 | loss: 0.031228 | val_loss: 0.0312286 | Time: 2003.57 ms [2020-12-21 08:21:11 main:581] : INFO : Epoch 642 | loss: 0.0312282 | val_loss: 0.0312289 | Time: 2003.33 ms [2020-12-21 08:21:13 main:581] : INFO : Epoch 643 | loss: 0.0312295 | val_loss: 0.0312306 | Time: 2014.9 ms [2020-12-21 08:21:15 main:581] : INFO : Epoch 644 | loss: 0.0312278 | val_loss: 0.0312287 | Time: 2014.12 ms [2020-12-21 08:21:17 main:581] : INFO : Epoch 645 | loss: 0.031228 | val_loss: 0.0312284 | Time: 2017.32 ms [2020-12-21 08:21:19 main:581] : INFO : Epoch 646 | loss: 0.0312283 | val_loss: 0.0312339 | Time: 2005.92 ms [2020-12-21 08:21:21 main:581] : INFO : Epoch 647 | loss: 0.0312295 | val_loss: 0.0312294 | Time: 2015.38 ms [2020-12-21 08:21:23 main:581] : INFO : Epoch 648 | loss: 0.03123 | val_loss: 0.0312301 | Time: 2006.51 ms [2020-12-21 08:21:25 main:581] : INFO : Epoch 649 | loss: 0.0312282 | val_loss: 0.0312308 | Time: 2011.74 ms [2020-12-21 08:21:27 main:581] : INFO : Epoch 650 | loss: 0.0312285 | val_loss: 0.0312304 | Time: 2005.69 ms [2020-12-21 08:21:29 main:581] : INFO : Epoch 651 | loss: 0.0312291 | val_loss: 0.031231 | Time: 2006.26 ms [2020-12-21 08:21:31 main:581] : INFO : Epoch 652 | loss: 0.0312282 | val_loss: 0.0312278 | Time: 2012.09 ms [2020-12-21 08:21:33 main:581] : INFO : Epoch 653 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 2003.25 ms [2020-12-21 08:21:35 main:581] : INFO : Epoch 654 | loss: 0.0312281 | val_loss: 0.0312288 | Time: 2005.17 ms [2020-12-21 08:21:37 main:581] : INFO : Epoch 655 | loss: 0.0312285 | val_loss: 0.0312284 | Time: 1999.02 ms [2020-12-21 08:21:39 main:581] : INFO : Epoch 656 | loss: 0.0312295 | val_loss: 0.031232 | Time: 2010.3 ms [2020-12-21 08:21:41 main:581] : INFO : Epoch 657 | loss: 0.0312297 | val_loss: 0.0312303 | Time: 2002.43 ms [2020-12-21 08:21:43 main:581] : INFO : Epoch 658 | loss: 0.0312284 | val_loss: 0.0312288 | Time: 2013.27 ms [2020-12-21 08:21:45 main:581] : INFO : Epoch 659 | loss: 0.0312317 | val_loss: 0.0312341 | Time: 1998.38 ms [2020-12-21 08:21:47 main:581] : INFO : Epoch 660 | loss: 0.0312315 | val_loss: 0.0312289 | Time: 2001.97 ms [2020-12-21 08:21:49 main:581] : INFO : Epoch 661 | loss: 0.0312301 | val_loss: 0.031242 | Time: 2011.83 ms [2020-12-21 08:21:51 main:581] : INFO : Epoch 662 | loss: 0.0312315 | val_loss: 0.031229 | Time: 2006.54 ms [2020-12-21 08:21:53 main:581] : INFO : Epoch 663 | loss: 0.0312292 | val_loss: 0.0312363 | Time: 2019.6 ms [2020-12-21 08:21:55 main:581] : INFO : Epoch 664 | loss: 0.0312311 | val_loss: 0.0312315 | Time: 2026.51 ms [2020-12-21 08:21:57 main:581] : INFO : Epoch 665 | loss: 0.031229 | val_loss: 0.0312381 | Time: 2023.43 ms [2020-12-21 08:21:59 main:581] : INFO : Epoch 666 | loss: 0.0312299 | val_loss: 0.0312287 | Time: 2012.75 ms [2020-12-21 08:22:01 main:581] : INFO : Epoch 667 | loss: 0.0312274 | val_loss: 0.0312287 | Time: 2005.33 ms [2020-12-21 08:22:03 main:581] : INFO : Epoch 668 | loss: 0.0312293 | val_loss: 0.0312285 | Time: 2015.82 ms [2020-12-21 08:22:05 main:581] : INFO : Epoch 669 | loss: 0.0312284 | val_loss: 0.0312282 | Time: 2020.31 ms [2020-12-21 08:22:07 main:581] : INFO : Epoch 670 | loss: 0.031228 | val_loss: 0.0312337 | Time: 2009.2 ms [2020-12-21 08:22:09 main:581] : INFO : Epoch 671 | loss: 0.0312304 | val_loss: 0.0312288 | Time: 2016.82 ms [2020-12-21 08:22:11 main:581] : INFO : Epoch 672 | loss: 0.0312304 | val_loss: 0.0312294 | Time: 2010.49 ms [2020-12-21 08:22:13 main:581] : INFO : Epoch 673 | loss: 0.0312308 | val_loss: 0.0312384 | Time: 2017.55 ms [2020-12-21 08:22:15 main:581] : INFO : Epoch 674 | loss: 0.0312314 | val_loss: 0.0312347 | Time: 2002.43 ms [2020-12-21 08:22:17 main:581] : INFO : Epoch 675 | loss: 0.0312294 | val_loss: 0.031229 | Time: 2004.99 ms [2020-12-21 08:22:19 main:581] : INFO : Epoch 676 | loss: 0.031228 | val_loss: 0.0312308 | Time: 2008.46 ms [2020-12-21 08:22:21 main:581] : INFO : Epoch 677 | loss: 0.0312308 | val_loss: 0.0312331 | Time: 2011.71 ms [2020-12-21 08:22:23 main:581] : INFO : Epoch 678 | loss: 0.0312297 | val_loss: 0.0312292 | Time: 2016.98 ms [2020-12-21 08:22:25 main:581] : INFO : Epoch 679 | loss: 0.0312294 | val_loss: 0.0312382 | Time: 2019.42 ms [2020-12-21 08:22:27 main:581] : INFO : Epoch 680 | loss: 0.0312295 | val_loss: 0.0312284 | Time: 2011.45 ms [2020-12-21 08:22:29 main:581] : INFO : Epoch 681 | loss: 0.0312287 | val_loss: 0.0312288 | Time: 2005.66 ms [2020-12-21 08:22:31 main:581] : INFO : Epoch 682 | loss: 0.0312277 | val_loss: 0.0312284 | Time: 2030.56 ms [2020-12-21 08:22:33 main:581] : INFO : Epoch 683 | loss: 0.0312281 | val_loss: 0.0312288 | Time: 2008.83 ms [2020-12-21 08:22:35 main:581] : INFO : Epoch 684 | loss: 0.0312309 | val_loss: 0.0312385 | Time: 2023.99 ms [2020-12-21 08:22:37 main:581] : INFO : Epoch 685 | loss: 0.0312409 | val_loss: 0.0312466 | Time: 2014.04 ms [2020-12-21 08:22:39 main:581] : INFO : Epoch 686 | loss: 0.0312372 | val_loss: 0.0312287 | Time: 2000.26 ms [2020-12-21 08:22:41 main:581] : INFO : Epoch 687 | loss: 0.0312313 | val_loss: 0.0312293 | Time: 2018.5 ms [2020-12-21 08:22:43 main:581] : INFO : Epoch 688 | loss: 0.0312272 | val_loss: 0.0312281 | Time: 2008.29 ms [2020-12-21 08:22:45 main:581] : INFO : Epoch 689 | loss: 0.0312277 | val_loss: 0.0312282 | Time: 2013.24 ms [2020-12-21 08:22:47 main:581] : INFO : Epoch 690 | loss: 0.0312275 | val_loss: 0.0312299 | Time: 2007.97 ms [2020-12-21 08:22:49 main:581] : INFO : Epoch 691 | loss: 0.0312282 | val_loss: 0.031229 | Time: 2010.94 ms [2020-12-21 08:22:51 main:581] : INFO : Epoch 692 | loss: 0.0312289 | val_loss: 0.0312302 | Time: 2002.76 ms [2020-12-21 08:22:53 main:581] : INFO : Epoch 693 | loss: 0.0312297 | val_loss: 0.0312342 | Time: 2012.55 ms [2020-12-21 08:22:55 main:581] : INFO : Epoch 694 | loss: 0.0312298 | val_loss: 0.0312314 | Time: 2003.78 ms [2020-12-21 08:22:57 main:581] : INFO : Epoch 695 | loss: 0.0312293 | val_loss: 0.0312293 | Time: 2013.81 ms [2020-12-21 08:22:59 main:581] : INFO : Epoch 696 | loss: 0.0312283 | val_loss: 0.0312284 | Time: 2015.91 ms [2020-12-21 08:23:01 main:581] : INFO : Epoch 697 | loss: 0.0312292 | val_loss: 0.0312298 | Time: 2004.13 ms [2020-12-21 08:23:03 main:581] : INFO : Epoch 698 | loss: 0.0312293 | val_loss: 0.0312287 | Time: 2007.17 ms [2020-12-21 08:23:05 main:581] : INFO : Epoch 699 | loss: 0.0312271 | val_loss: 0.0312281 | Time: 2016.25 ms [2020-12-21 08:23:07 main:581] : INFO : Epoch 700 | loss: 0.0312275 | val_loss: 0.0312313 | Time: 2007.74 ms [2020-12-21 08:23:09 main:581] : INFO : Epoch 701 | loss: 0.0312272 | val_loss: 0.0312282 | Time: 2015.33 ms [2020-12-21 08:23:11 main:581] : INFO : Epoch 702 | loss: 0.0312274 | val_loss: 0.0312299 | Time: 2006.72 ms [2020-12-21 08:23:13 main:581] : INFO : Epoch 703 | loss: 0.0312271 | val_loss: 0.0312284 | Time: 2006.14 ms [2020-12-21 08:23:15 main:581] : INFO : Epoch 704 | loss: 0.0312281 | val_loss: 0.0312278 | Time: 1997.8 ms [2020-12-21 08:23:17 main:581] : INFO : Epoch 705 | loss: 0.0312278 | val_loss: 0.0312288 | Time: 2016.07 ms [2020-12-21 08:23:19 main:581] : INFO : Epoch 706 | loss: 0.0312274 | val_loss: 0.0312291 | Time: 2018.9 ms [2020-12-21 08:23:22 main:581] : INFO : Epoch 707 | loss: 0.0312294 | val_loss: 0.0312374 | Time: 2009.26 ms [2020-12-21 08:23:24 main:581] : INFO : Epoch 708 | loss: 0.0312288 | val_loss: 0.0312281 | Time: 2017.2 ms [2020-12-21 08:23:26 main:581] : INFO : Epoch 709 | loss: 0.0312282 | val_loss: 0.0312329 | Time: 2008.25 ms [2020-12-21 08:23:28 main:581] : INFO : Epoch 710 | loss: 0.0312298 | val_loss: 0.031228 | Time: 1998.4 ms [2020-12-21 08:23:30 main:581] : INFO : Epoch 711 | loss: 0.0312289 | val_loss: 0.0312283 | Time: 2013.69 ms [2020-12-21 08:23:32 main:581] : INFO : Epoch 712 | loss: 0.0312271 | val_loss: 0.0312281 | Time: 2010.23 ms [2020-12-21 08:23:34 main:581] : INFO : Epoch 713 | loss: 0.0312272 | val_loss: 0.0312293 | Time: 1996.23 ms [2020-12-21 08:23:36 main:581] : INFO : Epoch 714 | loss: 0.0312271 | val_loss: 0.0312287 | Time: 2013.33 ms [2020-12-21 08:23:38 main:581] : INFO : Epoch 715 | loss: 0.0312269 | val_loss: 0.0312281 | Time: 2002.59 ms [2020-12-21 08:23:40 main:581] : INFO : Epoch 716 | loss: 0.0312279 | val_loss: 0.0312306 | Time: 2003.5 ms [2020-12-21 08:23:42 main:581] : INFO : Epoch 717 | loss: 0.0312293 | val_loss: 0.031228 | Time: 2004.89 ms [2020-12-21 08:23:44 main:581] : INFO : Epoch 718 | loss: 0.0312319 | val_loss: 0.0312289 | Time: 2004.05 ms [2020-12-21 08:23:46 main:581] : INFO : Epoch 719 | loss: 0.0312295 | val_loss: 0.0312305 | Time: 2007.27 ms [2020-12-21 08:23:48 main:581] : INFO : Epoch 720 | loss: 0.0312287 | val_loss: 0.031228 | Time: 2004.95 ms [2020-12-21 08:23:50 main:581] : INFO : Epoch 721 | loss: 0.0312287 | val_loss: 0.0312277 | Time: 2005.02 ms [2020-12-21 08:23:52 main:581] : INFO : Epoch 722 | loss: 0.0312283 | val_loss: 0.0312295 | Time: 2008.79 ms [2020-12-21 08:23:54 main:581] : INFO : Epoch 723 | loss: 0.0312274 | val_loss: 0.0312288 | Time: 2013.7 ms [2020-12-21 08:23:56 main:581] : INFO : Epoch 724 | loss: 0.0312269 | val_loss: 0.0312278 | Time: 2009.47 ms [2020-12-21 08:23:58 main:581] : INFO : Epoch 725 | loss: 0.0312268 | val_loss: 0.0312294 | Time: 2004.53 ms [2020-12-21 08:24:00 main:581] : INFO : Epoch 726 | loss: 0.0312278 | val_loss: 0.0312284 | Time: 2016.67 ms [2020-12-21 08:24:02 main:581] : INFO : Epoch 727 | loss: 0.0312295 | val_loss: 0.0312278 | Time: 2005.18 ms [2020-12-21 08:24:04 main:581] : INFO : Epoch 728 | loss: 0.0312269 | val_loss: 0.031228 | Time: 2023.17 ms [2020-12-21 08:24:06 main:581] : INFO : Epoch 729 | loss: 0.0312273 | val_loss: 0.031228 | Time: 2012.5 ms [2020-12-21 08:24:08 main:581] : INFO : Epoch 730 | loss: 0.0312267 | val_loss: 0.0312285 | Time: 2019.09 ms [2020-12-21 08:24:10 main:581] : INFO : Epoch 731 | loss: 0.031227 | val_loss: 0.0312282 | Time: 2024.25 ms [2020-12-21 08:24:12 main:581] : INFO : Epoch 732 | loss: 0.0312268 | val_loss: 0.0312307 | Time: 2007.12 ms [2020-12-21 08:24:14 main:581] : INFO : Epoch 733 | loss: 0.0312277 | val_loss: 0.0312311 | Time: 2014.17 ms [2020-12-21 08:24:16 main:581] : INFO : Epoch 734 | loss: 0.0312286 | val_loss: 0.031229 | Time: 2007.34 ms [2020-12-21 08:24:18 main:581] : INFO : Epoch 735 | loss: 0.0312274 | val_loss: 0.031233 | Time: 2016.37 ms [2020-12-21 08:24:20 main:581] : INFO : Epoch 736 | loss: 0.031232 | val_loss: 0.0312273 | Time: 2011.43 ms [2020-12-21 08:24:22 main:581] : INFO : Epoch 737 | loss: 0.0312284 | val_loss: 0.0312282 | Time: 2017.2 ms [2020-12-21 08:24:24 main:581] : INFO : Epoch 738 | loss: 0.0312291 | val_loss: 0.0312292 | Time: 1999.86 ms [2020-12-21 08:24:26 main:581] : INFO : Epoch 739 | loss: 0.031232 | val_loss: 0.0312292 | Time: 2029.94 ms [2020-12-21 08:24:28 main:581] : INFO : Epoch 740 | loss: 0.0312297 | val_loss: 0.0312332 | Time: 2001.48 ms [2020-12-21 08:24:30 main:581] : INFO : Epoch 741 | loss: 0.0312287 | val_loss: 0.0312283 | Time: 2007.78 ms [2020-12-21 08:24:32 main:581] : INFO : Epoch 742 | loss: 0.0312273 | val_loss: 0.0312292 | Time: 2008.27 ms [2020-12-21 08:24:34 main:581] : INFO : Epoch 743 | loss: 0.0312271 | val_loss: 0.0312284 | Time: 2017.72 ms [2020-12-21 08:24:36 main:581] : INFO : Epoch 744 | loss: 0.0312271 | val_loss: 0.0312285 | Time: 2007.72 ms [2020-12-21 08:24:38 main:581] : INFO : Epoch 745 | loss: 0.0312262 | val_loss: 0.0312279 | Time: 2014.53 ms [2020-12-21 08:24:40 main:581] : INFO : Epoch 746 | loss: 0.0312264 | val_loss: 0.0312282 | Time: 2008.61 ms [2020-12-21 08:24:42 main:581] : INFO : Epoch 747 | loss: 0.0312273 | val_loss: 0.0312277 | Time: 2024.16 ms [2020-12-21 08:24:44 main:581] : INFO : Epoch 748 | loss: 0.0312269 | val_loss: 0.031228 | Time: 2019.92 ms [2020-12-21 08:24:46 main:581] : INFO : Epoch 749 | loss: 0.031228 | val_loss: 0.0312274 | Time: 2009.43 ms [2020-12-21 08:24:48 main:581] : INFO : Epoch 750 | loss: 0.0312261 | val_loss: 0.0312283 | Time: 2018.96 ms [2020-12-21 08:24:50 main:581] : INFO : Epoch 751 | loss: 0.0312277 | val_loss: 0.0312356 | Time: 2007.06 ms [2020-12-21 08:24:52 main:581] : INFO : Epoch 752 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 2007.54 ms [2020-12-21 08:24:54 main:581] : INFO : Epoch 753 | loss: 0.0312274 | val_loss: 0.031227 | Time: 2017.5 ms [2020-12-21 08:24:56 main:581] : INFO : Epoch 754 | loss: 0.0312299 | val_loss: 0.0312295 | Time: 2020.53 ms [2020-12-21 08:24:58 main:581] : INFO : Epoch 755 | loss: 0.0312277 | val_loss: 0.0312275 | Time: 2021.93 ms [2020-12-21 08:25:00 main:581] : INFO : Epoch 756 | loss: 0.0312261 | val_loss: 0.0312271 | Time: 2017.68 ms [2020-12-21 08:25:02 main:581] : INFO : Epoch 757 | loss: 0.0312269 | val_loss: 0.0312277 | Time: 2015.99 ms [2020-12-21 08:25:04 main:581] : INFO : Epoch 758 | loss: 0.0312266 | val_loss: 0.0312275 | Time: 2006.77 ms [2020-12-21 08:25:06 main:581] : INFO : Epoch 759 | loss: 0.0312268 | val_loss: 0.0312278 | Time: 2005.66 ms [2020-12-21 08:25:08 main:581] : INFO : Epoch 760 | loss: 0.0312272 | val_loss: 0.0312272 | Time: 2017.31 ms [2020-12-21 08:25:10 main:581] : INFO : Epoch 761 | loss: 0.031227 | val_loss: 0.0312273 | Time: 2011.89 ms [2020-12-21 08:25:12 main:581] : INFO : Epoch 762 | loss: 0.0312262 | val_loss: 0.0312269 | Time: 2022.13 ms [2020-12-21 08:25:14 main:581] : INFO : Epoch 763 | loss: 0.031228 | val_loss: 0.0312287 | Time: 2014.7 ms [2020-12-21 08:25:16 main:581] : INFO : Epoch 764 | loss: 0.0312265 | val_loss: 0.0312283 | Time: 2021.08 ms [2020-12-21 08:25:18 main:581] : INFO : Epoch 765 | loss: 0.0312276 | val_loss: 0.0312297 | Time: 2012.21 ms [2020-12-21 08:25:20 main:581] : INFO : Epoch 766 | loss: 0.0312281 | val_loss: 0.0312272 | Time: 2018.92 ms [2020-12-21 08:25:22 main:581] : INFO : Epoch 767 | loss: 0.0312262 | val_loss: 0.0312272 | Time: 2011.3 ms [2020-12-21 08:25:24 main:581] : INFO : Epoch 768 | loss: 0.0312266 | val_loss: 0.0312268 | Time: 2005.84 ms [2020-12-21 08:25:26 main:581] : INFO : Epoch 769 | loss: 0.0312262 | val_loss: 0.0312268 | Time: 2018.42 ms [2020-12-21 08:25:28 main:581] : INFO : Epoch 770 | loss: 0.031227 | val_loss: 0.0312296 | Time: 2007.99 ms [2020-12-21 08:25:30 main:581] : INFO : Epoch 771 | loss: 0.0312267 | val_loss: 0.0312273 | Time: 2005.67 ms [2020-12-21 08:25:32 main:581] : INFO : Epoch 772 | loss: 0.0312264 | val_loss: 0.0312301 | Time: 2013.76 ms [2020-12-21 08:25:34 main:581] : INFO : Epoch 773 | loss: 0.031228 | val_loss: 0.0312267 | Time: 2007.19 ms [2020-12-21 08:25:36 main:581] : INFO : Epoch 774 | loss: 0.0312277 | val_loss: 0.0312275 | Time: 2012.55 ms [2020-12-21 08:25:38 main:581] : INFO : Epoch 775 | loss: 0.0312284 | val_loss: 0.0312308 | Time: 2012.7 ms [2020-12-21 08:25:40 main:581] : INFO : Epoch 776 | loss: 0.0312278 | val_loss: 0.0312296 | Time: 2005.07 ms [2020-12-21 08:25:42 main:581] : INFO : Epoch 777 | loss: 0.0312273 | val_loss: 0.0312269 | Time: 2015.05 ms [2020-12-21 08:25:44 main:581] : INFO : Epoch 778 | loss: 0.0312261 | val_loss: 0.0312284 | Time: 2010.44 ms [2020-12-21 08:25:46 main:581] : INFO : Epoch 779 | loss: 0.0312261 | val_loss: 0.0312283 | Time: 2011.69 ms [2020-12-21 08:25:48 main:581] : INFO : Epoch 780 | loss: 0.0312271 | val_loss: 0.0312273 | Time: 2001.29 ms [2020-12-21 08:25:50 main:581] : INFO : Epoch 781 | loss: 0.0312258 | val_loss: 0.031227 | Time: 2012.63 ms [2020-12-21 08:25:52 main:581] : INFO : Epoch 782 | loss: 0.0312268 | val_loss: 0.0312274 | Time: 2005.29 ms [2020-12-21 08:25:54 main:581] : INFO : Epoch 783 | loss: 0.0312259 | val_loss: 0.0312272 | Time: 2017.33 ms [2020-12-21 08:25:56 main:581] : INFO : Epoch 784 | loss: 0.0312253 | val_loss: 0.0312263 | Time: 2010.48 ms [2020-12-21 08:25:58 main:581] : INFO : Epoch 785 | loss: 0.0312265 | val_loss: 0.0312284 | Time: 2020.34 ms [2020-12-21 08:26:00 main:581] : INFO : Epoch 786 | loss: 0.0312261 | val_loss: 0.0312264 | Time: 2025.93 ms [2020-12-21 08:26:02 main:581] : INFO : Epoch 787 | loss: 0.0312263 | val_loss: 0.0312267 | Time: 2025.3 ms [2020-12-21 08:26:05 main:581] : INFO : Epoch 788 | loss: 0.0312289 | val_loss: 0.0312299 | Time: 2016.45 ms [2020-12-21 08:26:07 main:581] : INFO : Epoch 789 | loss: 0.0312278 | val_loss: 0.031226 | Time: 2023.27 ms [2020-12-21 08:26:09 main:581] : INFO : Epoch 790 | loss: 0.0312309 | val_loss: 0.0312269 | Time: 2024.32 ms [2020-12-21 08:26:11 main:581] : INFO : Epoch 791 | loss: 0.0312271 | val_loss: 0.0312273 | Time: 2020.69 ms [2020-12-21 08:26:13 main:581] : INFO : Epoch 792 | loss: 0.0312267 | val_loss: 0.0312265 | Time: 2007.83 ms [2020-12-21 08:26:15 main:581] : INFO : Epoch 793 | loss: 0.031227 | val_loss: 0.031227 | Time: 2021.13 ms [2020-12-21 08:26:17 main:581] : INFO : Epoch 794 | loss: 0.031226 | val_loss: 0.031226 | Time: 2013.17 ms [2020-12-21 08:26:19 main:581] : INFO : Epoch 795 | loss: 0.031226 | val_loss: 0.0312264 | Time: 2021.34 ms [2020-12-21 08:26:21 main:581] : INFO : Epoch 796 | loss: 0.0312259 | val_loss: 0.0312297 | Time: 2020.13 ms [2020-12-21 08:26:23 main:581] : INFO : Epoch 797 | loss: 0.0312286 | val_loss: 0.0312274 | Time: 2003.7 ms [2020-12-21 08:26:25 main:581] : INFO : Epoch 798 | loss: 0.0312308 | val_loss: 0.0312269 | Time: 2019.12 ms [2020-12-21 08:26:27 main:581] : INFO : Epoch 799 | loss: 0.0312267 | val_loss: 0.0312266 | Time: 2001.21 ms [2020-12-21 08:26:29 main:581] : INFO : Epoch 800 | loss: 0.0312252 | val_loss: 0.0312267 | Time: 2009.91 ms [2020-12-21 08:26:31 main:581] : INFO : Epoch 801 | loss: 0.0312257 | val_loss: 0.0312273 | Time: 2009.07 ms [2020-12-21 08:26:33 main:581] : INFO : Epoch 802 | loss: 0.031225 | val_loss: 0.031226 | Time: 2007.81 ms [2020-12-21 08:26:35 main:581] : INFO : Epoch 803 | loss: 0.0312256 | val_loss: 0.0312314 | Time: 2005.36 ms [2020-12-21 08:26:37 main:581] : INFO : Epoch 804 | loss: 0.0312271 | val_loss: 0.031229 | Time: 2012.71 ms [2020-12-21 08:26:39 main:581] : INFO : Epoch 805 | loss: 0.0312268 | val_loss: 0.0312277 | Time: 2026.16 ms [2020-12-21 08:26:41 main:581] : INFO : Epoch 806 | loss: 0.0312257 | val_loss: 0.0312281 | Time: 2007.3 ms [2020-12-21 08:26:43 main:581] : INFO : Epoch 807 | loss: 0.031225 | val_loss: 0.0312263 | Time: 2024.44 ms [2020-12-21 08:26:45 main:581] : INFO : Epoch 808 | loss: 0.0312248 | val_loss: 0.031226 | Time: 2013.28 ms [2020-12-21 08:26:47 main:581] : INFO : Epoch 809 | loss: 0.0312252 | val_loss: 0.0312265 | Time: 2007.47 ms [2020-12-21 08:26:49 main:581] : INFO : Epoch 810 | loss: 0.0312252 | val_loss: 0.0312272 | Time: 2013.7 ms [2020-12-21 08:26:51 main:581] : INFO : Epoch 811 | loss: 0.0312277 | val_loss: 0.0312304 | Time: 2014.03 ms [2020-12-21 08:26:53 main:581] : INFO : Epoch 812 | loss: 0.0312274 | val_loss: 0.0312262 | Time: 2007.7 ms [2020-12-21 08:26:55 main:581] : INFO : Epoch 813 | loss: 0.0312248 | val_loss: 0.0312268 | Time: 2020.56 ms [2020-12-21 08:26:57 main:581] : INFO : Epoch 814 | loss: 0.0312247 | val_loss: 0.0312265 | Time: 2007.27 ms [2020-12-21 08:26:59 main:581] : INFO : Epoch 815 | loss: 0.0312245 | val_loss: 0.0312261 | Time: 2010.71 ms [2020-12-21 08:27:01 main:581] : INFO : Epoch 816 | loss: 0.031225 | val_loss: 0.031226 | Time: 2014.8 ms [2020-12-21 08:27:03 main:581] : INFO : Epoch 817 | loss: 0.0312257 | val_loss: 0.0312265 | Time: 2008.01 ms [2020-12-21 08:27:05 main:581] : INFO : Epoch 818 | loss: 0.0312255 | val_loss: 0.0312256 | Time: 2013.45 ms [2020-12-21 08:27:07 main:581] : INFO : Epoch 819 | loss: 0.031226 | val_loss: 0.0312304 | Time: 2018.21 ms [2020-12-21 08:27:09 main:581] : INFO : Epoch 820 | loss: 0.0312249 | val_loss: 0.0312258 | Time: 2024.02 ms [2020-12-21 08:27:11 main:581] : INFO : Epoch 821 | loss: 0.0312244 | val_loss: 0.0312256 | Time: 2013.83 ms [2020-12-21 08:27:13 main:581] : INFO : Epoch 822 | loss: 0.0312272 | val_loss: 0.0312278 | Time: 2016.66 ms [2020-12-21 08:27:15 main:581] : INFO : Epoch 823 | loss: 0.0312252 | val_loss: 0.0312263 | Time: 2010.74 ms [2020-12-21 08:27:17 main:581] : INFO : Epoch 824 | loss: 0.031226 | val_loss: 0.0312255 | Time: 2006.75 ms [2020-12-21 08:27:19 main:581] : INFO : Epoch 825 | loss: 0.0312242 | val_loss: 0.0312262 | Time: 2014.07 ms [2020-12-21 08:27:21 main:581] : INFO : Epoch 826 | loss: 0.0312255 | val_loss: 0.0312296 | Time: 1995.69 ms [2020-12-21 08:27:23 main:581] : INFO : Epoch 827 | loss: 0.0312254 | val_loss: 0.0312257 | Time: 2012.16 ms [2020-12-21 08:27:25 main:581] : INFO : Epoch 828 | loss: 0.0312255 | val_loss: 0.0312257 | Time: 2002.51 ms [2020-12-21 08:27:27 main:581] : INFO : Epoch 829 | loss: 0.0312245 | val_loss: 0.0312253 | Time: 2005.71 ms [2020-12-21 08:27:29 main:581] : INFO : Epoch 830 | loss: 0.0312246 | val_loss: 0.0312254 | Time: 2012.87 ms [2020-12-21 08:27:31 main:581] : INFO : Epoch 831 | loss: 0.0312244 | val_loss: 0.0312254 | Time: 2014.85 ms [2020-12-21 08:27:33 main:581] : INFO : Epoch 832 | loss: 0.0312241 | val_loss: 0.0312254 | Time: 2014.63 ms [2020-12-21 08:27:35 main:581] : INFO : Epoch 833 | loss: 0.0312262 | val_loss: 0.0312265 | Time: 2022.01 ms [2020-12-21 08:27:37 main:581] : INFO : Epoch 834 | loss: 0.0312247 | val_loss: 0.0312283 | Time: 2013.67 ms [2020-12-21 08:27:39 main:581] : INFO : Epoch 835 | loss: 0.0312255 | val_loss: 0.0312255 | Time: 2021.21 ms [2020-12-21 08:27:41 main:581] : INFO : Epoch 836 | loss: 0.031224 | val_loss: 0.0312273 | Time: 2014.84 ms [2020-12-21 08:27:43 main:581] : INFO : Epoch 837 | loss: 0.0312246 | val_loss: 0.0312279 | Time: 2016.86 ms [2020-12-21 08:27:45 main:581] : INFO : Epoch 838 | loss: 0.0312245 | val_loss: 0.0312267 | Time: 2004.05 ms [2020-12-21 08:27:47 main:581] : INFO : Epoch 839 | loss: 0.0312244 | val_loss: 0.0312253 | Time: 2011.63 ms [2020-12-21 08:27:49 main:581] : INFO : Epoch 840 | loss: 0.031227 | val_loss: 0.0312277 | Time: 2006.08 ms [2020-12-21 08:27:51 main:581] : INFO : Epoch 841 | loss: 0.031227 | val_loss: 0.0312257 | Time: 2017.33 ms [2020-12-21 08:27:53 main:581] : INFO : Epoch 842 | loss: 0.0312244 | val_loss: 0.0312252 | Time: 2011.06 ms [2020-12-21 08:27:55 main:581] : INFO : Epoch 843 | loss: 0.0312245 | val_loss: 0.0312276 | Time: 2019.03 ms [2020-12-21 08:27:57 main:581] : INFO : Epoch 844 | loss: 0.0312247 | val_loss: 0.0312253 | Time: 2016.96 ms [2020-12-21 08:27:59 main:581] : INFO : Epoch 845 | loss: 0.0312244 | val_loss: 0.0312261 | Time: 2010.88 ms [2020-12-21 08:28:01 main:581] : INFO : Epoch 846 | loss: 0.0312245 | val_loss: 0.0312254 | Time: 2021.77 ms [2020-12-21 08:28:03 main:581] : INFO : Epoch 847 | loss: 0.0312243 | val_loss: 0.0312264 | Time: 2007.48 ms [2020-12-21 08:28:05 main:581] : INFO : Epoch 848 | loss: 0.0312235 | val_loss: 0.0312248 | Time: 2019.43 ms [2020-12-21 08:28:07 main:581] : INFO : Epoch 849 | loss: 0.0312237 | val_loss: 0.0312251 | Time: 2009.77 ms [2020-12-21 08:28:09 main:581] : INFO : Epoch 850 | loss: 0.0312235 | val_loss: 0.0312248 | Time: 1969.73 ms [2020-12-21 08:28:11 main:581] : INFO : Epoch 851 | loss: 0.031224 | val_loss: 0.0312267 | Time: 2008.7 ms [2020-12-21 08:28:13 main:581] : INFO : Epoch 852 | loss: 0.0312245 | val_loss: 0.0312257 | Time: 2010.95 ms [2020-12-21 08:28:15 main:581] : INFO : Epoch 853 | loss: 0.0312247 | val_loss: 0.0312283 | Time: 2014.75 ms [2020-12-21 08:28:17 main:581] : INFO : Epoch 854 | loss: 0.0312239 | val_loss: 0.0312254 | Time: 2017.75 ms [2020-12-21 08:28:19 main:581] : INFO : Epoch 855 | loss: 0.0312247 | val_loss: 0.0312253 | Time: 1995.06 ms [2020-12-21 08:28:21 main:581] : INFO : Epoch 856 | loss: 0.0312246 | val_loss: 0.0312253 | Time: 2020.99 ms [2020-12-21 08:28:23 main:581] : INFO : Epoch 857 | loss: 0.0312249 | val_loss: 0.0312278 | Time: 2009.6 ms [2020-12-21 08:28:25 main:581] : INFO : Epoch 858 | loss: 0.0312251 | val_loss: 0.031229 | Time: 2016.49 ms [2020-12-21 08:28:27 main:581] : INFO : Epoch 859 | loss: 0.0312274 | val_loss: 0.0312251 | Time: 2017.45 ms [2020-12-21 08:28:29 main:581] : INFO : Epoch 860 | loss: 0.0312242 | val_loss: 0.031225 | Time: 2011.44 ms [2020-12-21 08:28:31 main:581] : INFO : Epoch 861 | loss: 0.0312243 | val_loss: 0.0312268 | Time: 1983.33 ms [2020-12-21 08:28:33 main:581] : INFO : Epoch 862 | loss: 0.0312274 | val_loss: 0.0312249 | Time: 2007.96 ms [2020-12-21 08:28:35 main:581] : INFO : Epoch 863 | loss: 0.0312241 | val_loss: 0.0312248 | Time: 1954.47 ms [2020-12-21 08:28:37 main:581] : INFO : Epoch 864 | loss: 0.0312233 | val_loss: 0.0312251 | Time: 1970.19 ms [2020-12-21 08:28:39 main:581] : INFO : Epoch 865 | loss: 0.0312241 | val_loss: 0.0312246 | Time: 2010.28 ms [2020-12-21 08:28:41 main:581] : INFO : Epoch 866 | loss: 0.0312249 | val_loss: 0.0312255 | Time: 1997.83 ms [2020-12-21 08:28:43 main:581] : INFO : Epoch 867 | loss: 0.0312238 | val_loss: 0.0312246 | Time: 2011.68 ms [2020-12-21 08:28:45 main:581] : INFO : Epoch 868 | loss: 0.0312236 | val_loss: 0.0312254 | Time: 2006.92 ms [2020-12-21 08:28:47 main:581] : INFO : Epoch 869 | loss: 0.0312255 | val_loss: 0.0312266 | Time: 2010.71 ms [2020-12-21 08:28:49 main:581] : INFO : Epoch 870 | loss: 0.0312238 | val_loss: 0.0312257 | Time: 2010.37 ms [2020-12-21 08:28:51 main:581] : INFO : Epoch 871 | loss: 0.0312242 | val_loss: 0.0312261 | Time: 2004.79 ms [2020-12-21 08:28:53 main:581] : INFO : Epoch 872 | loss: 0.031225 | val_loss: 0.0312267 | Time: 2010.08 ms [2020-12-21 08:28:55 main:581] : INFO : Epoch 873 | loss: 0.0312253 | val_loss: 0.0312294 | Time: 2010.73 ms [2020-12-21 08:28:57 main:581] : INFO : Epoch 874 | loss: 0.0312282 | val_loss: 0.0312292 | Time: 2004.16 ms [2020-12-21 08:28:59 main:581] : INFO : Epoch 875 | loss: 0.031226 | val_loss: 0.0312259 | Time: 1994.1 ms [2020-12-21 08:29:01 main:581] : INFO : Epoch 876 | loss: 0.0312256 | val_loss: 0.0312268 | Time: 1991.32 ms [2020-12-21 08:29:03 main:581] : INFO : Epoch 877 | loss: 0.0312275 | val_loss: 0.0312265 | Time: 1981.16 ms [2020-12-21 08:29:05 main:581] : INFO : Epoch 878 | loss: 0.0312263 | val_loss: 0.0312237 | Time: 1992.77 ms [2020-12-21 08:29:07 main:581] : INFO : Epoch 879 | loss: 0.0312256 | val_loss: 0.0312241 | Time: 2015.98 ms [2020-12-21 08:29:09 main:581] : INFO : Epoch 880 | loss: 0.0312239 | val_loss: 0.0312235 | Time: 2008.85 ms [2020-12-21 08:29:11 main:581] : INFO : Epoch 881 | loss: 0.0312243 | val_loss: 0.031225 | Time: 2013.15 ms [2020-12-21 08:29:13 main:581] : INFO : Epoch 882 | loss: 0.0312253 | val_loss: 0.0312234 | Time: 2010.69 ms [2020-12-21 08:29:15 main:581] : INFO : Epoch 883 | loss: 0.0312234 | val_loss: 0.0312232 | Time: 2015.82 ms [2020-12-21 08:29:17 main:581] : INFO : Epoch 884 | loss: 0.031224 | val_loss: 0.0312234 | Time: 2000.67 ms [2020-12-21 08:29:19 main:581] : INFO : Epoch 885 | loss: 0.031224 | val_loss: 0.031227 | Time: 2017.05 ms [2020-12-21 08:29:21 main:581] : INFO : Epoch 886 | loss: 0.0312243 | val_loss: 0.0312237 | Time: 2005.71 ms [2020-12-21 08:29:23 main:581] : INFO : Epoch 887 | loss: 0.0312243 | val_loss: 0.0312244 | Time: 2017.56 ms [2020-12-21 08:29:25 main:581] : INFO : Epoch 888 | loss: 0.0312234 | val_loss: 0.0312243 | Time: 2007.16 ms [2020-12-21 08:29:28 main:581] : INFO : Epoch 889 | loss: 0.0312247 | val_loss: 0.0312278 | Time: 2017.42 ms [2020-12-21 08:29:30 main:581] : INFO : Epoch 890 | loss: 0.0312262 | val_loss: 0.0312262 | Time: 2018.28 ms [2020-12-21 08:29:32 main:581] : INFO : Epoch 891 | loss: 0.0312242 | val_loss: 0.0312245 | Time: 2006.06 ms [2020-12-21 08:29:34 main:581] : INFO : Epoch 892 | loss: 0.0312232 | val_loss: 0.0312235 | Time: 2020.68 ms [2020-12-21 08:29:36 main:581] : INFO : Epoch 893 | loss: 0.031224 | val_loss: 0.0312229 | Time: 2005.1 ms [2020-12-21 08:29:38 main:581] : INFO : Epoch 894 | loss: 0.0312246 | val_loss: 0.0312275 | Time: 2007.32 ms [2020-12-21 08:29:40 main:581] : INFO : Epoch 895 | loss: 0.0312243 | val_loss: 0.0312227 | Time: 2004.9 ms [2020-12-21 08:29:42 main:581] : INFO : Epoch 896 | loss: 0.0312264 | val_loss: 0.0312231 | Time: 1999.37 ms [2020-12-21 08:29:44 main:581] : INFO : Epoch 897 | loss: 0.0312237 | val_loss: 0.0312225 | Time: 2006.74 ms [2020-12-21 08:29:46 main:581] : INFO : Epoch 898 | loss: 0.0312234 | val_loss: 0.0312245 | Time: 2031.04 ms [2020-12-21 08:29:48 main:581] : INFO : Epoch 899 | loss: 0.0312246 | val_loss: 0.0312226 | Time: 2012.91 ms [2020-12-21 08:29:50 main:581] : INFO : Epoch 900 | loss: 0.0312246 | val_loss: 0.0312238 | Time: 2017.61 ms [2020-12-21 08:29:52 main:581] : INFO : Epoch 901 | loss: 0.0312246 | val_loss: 0.0312232 | Time: 2017.33 ms [2020-12-21 08:29:54 main:581] : INFO : Epoch 902 | loss: 0.0312231 | val_loss: 0.0312239 | Time: 2018.86 ms [2020-12-21 08:29:56 main:581] : INFO : Epoch 903 | loss: 0.0312241 | val_loss: 0.0312223 | Time: 2023.47 ms [2020-12-21 08:29:58 main:581] : INFO : Epoch 904 | loss: 0.0312238 | val_loss: 0.031223 | Time: 2014.25 ms [2020-12-21 08:30:00 main:581] : INFO : Epoch 905 | loss: 0.0312233 | val_loss: 0.0312239 | Time: 2001.99 ms [2020-12-21 08:30:02 main:581] : INFO : Epoch 906 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 2029.94 ms [2020-12-21 08:30:04 main:581] : INFO : Epoch 907 | loss: 0.0312228 | val_loss: 0.0312234 | Time: 2009.77 ms [2020-12-21 08:30:06 main:581] : INFO : Epoch 908 | loss: 0.031223 | val_loss: 0.0312225 | Time: 2010.03 ms [2020-12-21 08:30:08 main:581] : INFO : Epoch 909 | loss: 0.0312233 | val_loss: 0.0312227 | Time: 2015.38 ms [2020-12-21 08:30:10 main:581] : INFO : Epoch 910 | loss: 0.0312227 | val_loss: 0.0312226 | Time: 2006.45 ms [2020-12-21 08:30:12 main:581] : INFO : Epoch 911 | loss: 0.0312231 | val_loss: 0.0312233 | Time: 2019.54 ms [2020-12-21 08:30:14 main:581] : INFO : Epoch 912 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 2007.62 ms [2020-12-21 08:30:16 main:581] : INFO : Epoch 913 | loss: 0.0312222 | val_loss: 0.0312225 | Time: 2011.08 ms [2020-12-21 08:30:18 main:581] : INFO : Epoch 914 | loss: 0.0312247 | val_loss: 0.0312224 | Time: 2017.69 ms [2020-12-21 08:30:20 main:581] : INFO : Epoch 915 | loss: 0.0312234 | val_loss: 0.0312234 | Time: 2010.56 ms [2020-12-21 08:30:22 main:581] : INFO : Epoch 916 | loss: 0.0312228 | val_loss: 0.0312253 | Time: 2008.23 ms [2020-12-21 08:30:24 main:581] : INFO : Epoch 917 | loss: 0.0312235 | val_loss: 0.0312243 | Time: 2017.47 ms [2020-12-21 08:30:26 main:581] : INFO : Epoch 918 | loss: 0.0312232 | val_loss: 0.031223 | Time: 2011.48 ms [2020-12-21 08:30:28 main:581] : INFO : Epoch 919 | loss: 0.0312238 | val_loss: 0.0312232 | Time: 2007.46 ms [2020-12-21 08:30:30 main:581] : INFO : Epoch 920 | loss: 0.0312222 | val_loss: 0.0312245 | Time: 2021.07 ms [2020-12-21 08:30:32 main:581] : INFO : Epoch 921 | loss: 0.0312243 | val_loss: 0.0312305 | Time: 2020.22 ms [2020-12-21 08:30:34 main:581] : INFO : Epoch 922 | loss: 0.0312253 | val_loss: 0.0312232 | Time: 2024.2 ms [2020-12-21 08:30:36 main:581] : INFO : Epoch 923 | loss: 0.0312227 | val_loss: 0.031222 | Time: 2018.48 ms [2020-12-21 08:30:38 main:581] : INFO : Epoch 924 | loss: 0.0312229 | val_loss: 0.0312224 | Time: 2024.5 ms [2020-12-21 08:30:40 main:581] : INFO : Epoch 925 | loss: 0.0312222 | val_loss: 0.0312224 | Time: 2024.38 ms [2020-12-21 08:30:42 main:581] : INFO : Epoch 926 | loss: 0.0312226 | val_loss: 0.0312224 | Time: 2025.78 ms [2020-12-21 08:30:44 main:581] : INFO : Epoch 927 | loss: 0.0312217 | val_loss: 0.0312212 | Time: 2018.13 ms [2020-12-21 08:30:46 main:581] : INFO : Epoch 928 | loss: 0.0312231 | val_loss: 0.0312232 | Time: 2014.14 ms [2020-12-21 08:30:48 main:581] : INFO : Epoch 929 | loss: 0.0312219 | val_loss: 0.0312213 | Time: 2018.59 ms [2020-12-21 08:30:50 main:581] : INFO : Epoch 930 | loss: 0.031222 | val_loss: 0.0312221 | Time: 2021.43 ms [2020-12-21 08:30:52 main:581] : INFO : Epoch 931 | loss: 0.0312231 | val_loss: 0.0312227 | Time: 2010.53 ms [2020-12-21 08:30:54 main:581] : INFO : Epoch 932 | loss: 0.0312234 | val_loss: 0.031223 | Time: 2032.11 ms [2020-12-21 08:30:56 main:581] : INFO : Epoch 933 | loss: 0.0312225 | val_loss: 0.0312231 | Time: 2016.69 ms [2020-12-21 08:30:58 main:581] : INFO : Epoch 934 | loss: 0.0312245 | val_loss: 0.031231 | Time: 2020.6 ms [2020-12-21 08:31:00 main:581] : INFO : Epoch 935 | loss: 0.0312279 | val_loss: 0.0312281 | Time: 2024.73 ms [2020-12-21 08:31:02 main:581] : INFO : Epoch 936 | loss: 0.0312239 | val_loss: 0.031224 | Time: 2024.6 ms [2020-12-21 08:31:04 main:581] : INFO : Epoch 937 | loss: 0.0312223 | val_loss: 0.031221 | Time: 2018.09 ms [2020-12-21 08:31:06 main:581] : INFO : Epoch 938 | loss: 0.0312215 | val_loss: 0.0312212 | Time: 2034.94 ms [2020-12-21 08:31:08 main:581] : INFO : Epoch 939 | loss: 0.0312217 | val_loss: 0.0312212 | Time: 2017.19 ms [2020-12-21 08:31:10 main:581] : INFO : Epoch 940 | loss: 0.0312237 | val_loss: 0.0312209 | Time: 2015.67 ms [2020-12-21 08:31:12 main:581] : INFO : Epoch 941 | loss: 0.031222 | val_loss: 0.0312216 | Time: 2016.66 ms [2020-12-21 08:31:14 main:581] : INFO : Epoch 942 | loss: 0.0312218 | val_loss: 0.0312213 | Time: 2037.64 ms [2020-12-21 08:31:16 main:581] : INFO : Epoch 943 | loss: 0.0312214 | val_loss: 0.0312215 | Time: 2014.15 ms [2020-12-21 08:31:18 main:581] : INFO : Epoch 944 | loss: 0.0312226 | val_loss: 0.0312225 | Time: 2026.92 ms [2020-12-21 08:31:20 main:581] : INFO : Epoch 945 | loss: 0.0312217 | val_loss: 0.0312214 | Time: 2025.48 ms [2020-12-21 08:31:22 main:581] : INFO : Epoch 946 | loss: 0.031221 | val_loss: 0.0312209 | Time: 2008.08 ms [2020-12-21 08:31:25 main:581] : INFO : Epoch 947 | loss: 0.0312217 | val_loss: 0.0312221 | Time: 2027.24 ms [2020-12-21 08:31:27 main:581] : INFO : Epoch 948 | loss: 0.0312218 | val_loss: 0.0312213 | Time: 2020.2 ms [2020-12-21 08:31:29 main:581] : INFO : Epoch 949 | loss: 0.0312207 | val_loss: 0.0312207 | Time: 2022.95 ms [2020-12-21 08:31:31 main:581] : INFO : Epoch 950 | loss: 0.0312204 | val_loss: 0.0312202 | Time: 2025.44 ms [2020-12-21 08:31:33 main:581] : INFO : Epoch 951 | loss: 0.0312209 | val_loss: 0.0312209 | Time: 2019.1 ms [2020-12-21 08:31:35 main:581] : INFO : Epoch 952 | loss: 0.0312217 | val_loss: 0.0312206 | Time: 2012.24 ms [2020-12-21 08:31:37 main:581] : INFO : Epoch 953 | loss: 0.0312217 | val_loss: 0.0312201 | Time: 2022.63 ms [2020-12-21 08:31:39 main:581] : INFO : Epoch 954 | loss: 0.0312204 | val_loss: 0.0312207 | Time: 2013.82 ms [2020-12-21 08:31:41 main:581] : INFO : Epoch 955 | loss: 0.0312211 | val_loss: 0.0312201 | Time: 2019.66 ms [2020-12-21 08:31:43 main:581] : INFO : Epoch 956 | loss: 0.031221 | val_loss: 0.031226 | Time: 2016.11 ms [2020-12-21 08:31:45 main:581] : INFO : Epoch 957 | loss: 0.031224 | val_loss: 0.0312206 | Time: 2021.43 ms [2020-12-21 08:31:47 main:581] : INFO : Epoch 958 | loss: 0.0312212 | val_loss: 0.0312213 | Time: 2011.01 ms [2020-12-21 08:31:49 main:581] : INFO : Epoch 959 | loss: 0.0312223 | val_loss: 0.0312214 | Time: 2018.79 ms [2020-12-21 08:31:51 main:581] : INFO : Epoch 960 | loss: 0.0312212 | val_loss: 0.0312213 | Time: 2001.03 ms [2020-12-21 08:31:53 main:581] : INFO : Epoch 961 | loss: 0.0312204 | val_loss: 0.0312212 | Time: 2011.28 ms [2020-12-21 08:31:55 main:581] : INFO : Epoch 962 | loss: 0.0312217 | val_loss: 0.0312194 | Time: 2029.95 ms [2020-12-21 08:31:57 main:581] : INFO : Epoch 963 | loss: 0.0312197 | val_loss: 0.0312192 | Time: 2013.33 ms [2020-12-21 08:31:59 main:581] : INFO : Epoch 964 | loss: 0.0312191 | val_loss: 0.0312193 | Time: 2020.77 ms [2020-12-21 08:32:01 main:581] : INFO : Epoch 965 | loss: 0.0312196 | val_loss: 0.0312214 | Time: 2023.64 ms [2020-12-21 08:32:03 main:581] : INFO : Epoch 966 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 2014.87 ms [2020-12-21 08:32:05 main:581] : INFO : Epoch 967 | loss: 0.0312191 | val_loss: 0.03122 | Time: 2018.09 ms [2020-12-21 08:32:07 main:581] : INFO : Epoch 968 | loss: 0.03122 | val_loss: 0.0312205 | Time: 2021.75 ms [2020-12-21 08:32:09 main:581] : INFO : Epoch 969 | loss: 0.0312187 | val_loss: 0.0312221 | Time: 2018.17 ms [2020-12-21 08:32:11 main:581] : INFO : Epoch 970 | loss: 0.0312215 | val_loss: 0.0312229 | Time: 2015.83 ms [2020-12-21 08:32:13 main:581] : INFO : Epoch 971 | loss: 0.0312196 | val_loss: 0.0312191 | Time: 2022.78 ms [2020-12-21 08:32:15 main:581] : INFO : Epoch 972 | loss: 0.0312203 | val_loss: 0.0312204 | Time: 2020.58 ms [2020-12-21 08:32:17 main:581] : INFO : Epoch 973 | loss: 0.0312183 | val_loss: 0.031217 | Time: 2007.59 ms [2020-12-21 08:32:19 main:581] : INFO : Epoch 974 | loss: 0.031221 | val_loss: 0.0312226 | Time: 2025.04 ms [2020-12-21 08:32:21 main:581] : INFO : Epoch 975 | loss: 0.0312223 | val_loss: 0.0312177 | Time: 2009.15 ms [2020-12-21 08:32:23 main:581] : INFO : Epoch 976 | loss: 0.0312174 | val_loss: 0.0312183 | Time: 2020.19 ms [2020-12-21 08:32:25 main:581] : INFO : Epoch 977 | loss: 0.0312176 | val_loss: 0.0312184 | Time: 2020.12 ms [2020-12-21 08:32:27 main:581] : INFO : Epoch 978 | loss: 0.031221 | val_loss: 0.0312193 | Time: 2023.76 ms [2020-12-21 08:32:29 main:581] : INFO : Epoch 979 | loss: 0.031218 | val_loss: 0.0312163 | Time: 2021.39 ms [2020-12-21 08:32:31 main:581] : INFO : Epoch 980 | loss: 0.0312159 | val_loss: 0.0312172 | Time: 2021.68 ms [2020-12-21 08:32:33 main:581] : INFO : Epoch 981 | loss: 0.0312161 | val_loss: 0.0312167 | Time: 2018.22 ms [2020-12-21 08:32:35 main:581] : INFO : Epoch 982 | loss: 0.0312158 | val_loss: 0.0312163 | Time: 2012.13 ms [2020-12-21 08:32:37 main:581] : INFO : Epoch 983 | loss: 0.0312168 | val_loss: 0.0312183 | Time: 2024.74 ms [2020-12-21 08:32:39 main:581] : INFO : Epoch 984 | loss: 0.0312163 | val_loss: 0.0312167 | Time: 2014.81 ms [2020-12-21 08:32:41 main:581] : INFO : Epoch 985 | loss: 0.0312164 | val_loss: 0.0312162 | Time: 2015.31 ms [2020-12-21 08:32:43 main:581] : INFO : Epoch 986 | loss: 0.0312161 | val_loss: 0.0312225 | Time: 2024.09 ms [2020-12-21 08:32:45 main:581] : INFO : Epoch 987 | loss: 0.0312173 | val_loss: 0.031219 | Time: 2021.35 ms [2020-12-21 08:32:47 main:581] : INFO : Epoch 988 | loss: 0.0312165 | val_loss: 0.0312161 | Time: 2023.61 ms [2020-12-21 08:32:49 main:581] : INFO : Epoch 989 | loss: 0.0312161 | val_loss: 0.0312165 | Time: 2020.32 ms [2020-12-21 08:32:51 main:581] : INFO : Epoch 990 | loss: 0.0312166 | val_loss: 0.0312164 | Time: 2021.23 ms [2020-12-21 08:32:53 main:581] : INFO : Epoch 991 | loss: 0.0312184 | val_loss: 0.031221 | Time: 2025.5 ms [2020-12-21 08:32:55 main:581] : INFO : Epoch 992 | loss: 0.0312204 | val_loss: 0.0312197 | Time: 2022.83 ms [2020-12-21 08:32:57 main:581] : INFO : Epoch 993 | loss: 0.0312173 | val_loss: 0.0312195 | Time: 2028.48 ms [2020-12-21 08:32:59 main:581] : INFO : Epoch 994 | loss: 0.0312175 | val_loss: 0.0312167 | Time: 2023.8 ms [2020-12-21 08:33:01 main:581] : INFO : Epoch 995 | loss: 0.0312165 | val_loss: 0.0312155 | Time: 2017.72 ms [2020-12-21 08:33:03 main:581] : INFO : Epoch 996 | loss: 0.0312164 | val_loss: 0.0312156 | Time: 2018.26 ms [2020-12-21 08:33:05 main:581] : INFO : Epoch 997 | loss: 0.0312161 | val_loss: 0.0312159 | Time: 2028.33 ms [2020-12-21 08:33:08 main:581] : INFO : Epoch 998 | loss: 0.0312168 | val_loss: 0.03122 | Time: 2017.51 ms [2020-12-21 08:33:10 main:581] : INFO : Epoch 999 | loss: 0.0312164 | val_loss: 0.0312166 | Time: 2023.66 ms [2020-12-21 08:33:12 main:581] : INFO : Epoch 1000 | loss: 0.0312161 | val_loss: 0.0312153 | Time: 2022.37 ms [2020-12-21 08:33:14 main:581] : INFO : Epoch 1001 | loss: 0.0312154 | val_loss: 0.0312145 | Time: 2009.04 ms [2020-12-21 08:33:16 main:581] : INFO : Epoch 1002 | loss: 0.0312154 | val_loss: 0.0312147 | Time: 2017.94 ms [2020-12-21 08:33:18 main:581] : INFO : Epoch 1003 | loss: 0.0312159 | val_loss: 0.0312143 | Time: 2020.1 ms [2020-12-21 08:33:20 main:581] : INFO : Epoch 1004 | loss: 0.031218 | val_loss: 0.0312148 | Time: 2018.49 ms [2020-12-21 08:33:22 main:581] : INFO : Epoch 1005 | loss: 0.0312154 | val_loss: 0.0312166 | Time: 2014.03 ms [2020-12-21 08:33:24 main:581] : INFO : Epoch 1006 | loss: 0.0312169 | val_loss: 0.03122 | Time: 2026.13 ms [2020-12-21 08:33:26 main:581] : INFO : Epoch 1007 | loss: 0.0312232 | val_loss: 0.0312235 | Time: 2005.86 ms [2020-12-21 08:33:28 main:581] : INFO : Epoch 1008 | loss: 0.031223 | val_loss: 0.0312183 | Time: 2021.21 ms [2020-12-21 08:33:30 main:581] : INFO : Epoch 1009 | loss: 0.0312187 | val_loss: 0.0312182 | Time: 2022.38 ms [2020-12-21 08:33:32 main:581] : INFO : Epoch 1010 | loss: 0.0312159 | val_loss: 0.0312148 | Time: 2020.13 ms [2020-12-21 08:33:34 main:581] : INFO : Epoch 1011 | loss: 0.0312158 | val_loss: 0.0312171 | Time: 2032.27 ms [2020-12-21 08:33:36 main:581] : INFO : Epoch 1012 | loss: 0.0312157 | val_loss: 0.0312149 | Time: 2011.85 ms [2020-12-21 08:33:38 main:581] : INFO : Epoch 1013 | loss: 0.0312148 | val_loss: 0.0312147 | Time: 2024.8 ms [2020-12-21 08:33:40 main:581] : INFO : Epoch 1014 | loss: 0.0312151 | val_loss: 0.0312141 | Time: 2016.99 ms [2020-12-21 08:33:42 main:581] : INFO : Epoch 1015 | loss: 0.0312156 | val_loss: 0.0312163 | Time: 2020.9 ms [2020-12-21 08:33:44 main:581] : INFO : Epoch 1016 | loss: 0.0312162 | val_loss: 0.0312156 | Time: 2013.12 ms [2020-12-21 08:33:46 main:581] : INFO : Epoch 1017 | loss: 0.0312178 | val_loss: 0.0312169 | Time: 2021.94 ms [2020-12-21 08:33:48 main:581] : INFO : Epoch 1018 | loss: 0.0312175 | val_loss: 0.0312176 | Time: 2012.62 ms [2020-12-21 08:33:50 main:581] : INFO : Epoch 1019 | loss: 0.0312172 | val_loss: 0.0312174 | Time: 2015.21 ms [2020-12-21 08:33:52 main:581] : INFO : Epoch 1020 | loss: 0.0312199 | val_loss: 0.0312217 | Time: 2025.1 ms [2020-12-21 08:33:54 main:581] : INFO : Epoch 1021 | loss: 0.0312176 | val_loss: 0.0312153 | Time: 2015.37 ms [2020-12-21 08:33:56 main:581] : INFO : Epoch 1022 | loss: 0.0312163 | val_loss: 0.0312151 | Time: 2026.29 ms [2020-12-21 08:33:58 main:581] : INFO : Epoch 1023 | loss: 0.0312161 | val_loss: 0.0312152 | Time: 2027.38 ms [2020-12-21 08:34:00 main:581] : INFO : Epoch 1024 | loss: 0.0312154 | val_loss: 0.031215 | Time: 2026.11 ms [2020-12-21 08:34:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031215 [2020-12-21 08:34:00 main:610] : INFO : Saving end state to config to file [2020-12-21 08:34:00 main:615] : INFO : Success, exiting.. 08:34:00 (4153059): 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)