Task 3362037
| Name | ParityModified-1606530759-8285-4_0 |
| Workunit | 1622040 |
| Created | 19 Dec 2020, 22:23:06 UTC |
| Sent | 21 Dec 2020, 5:55:43 UTC |
| Report deadline | 28 Dec 2020, 5:55:43 UTC |
| Received | 21 Dec 2020, 18:44:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 16 sec |
| CPU time | 34 min 12 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> 581] : INFO : Epoch 510 | loss: 0.0312173 | val_loss: 0.0312215 | Time: 2001.06 ms [2020-12-21 13:27:34 main:581] : INFO : Epoch 511 | loss: 0.0312197 | val_loss: 0.0312197 | Time: 2010.81 ms [2020-12-21 13:27:36 main:581] : INFO : Epoch 512 | loss: 0.0312191 | val_loss: 0.0312194 | Time: 2012.68 ms [2020-12-21 13:27:38 main:581] : INFO : Epoch 513 | loss: 0.0312177 | val_loss: 0.0312193 | Time: 1999.49 ms [2020-12-21 13:27:40 main:581] : INFO : Epoch 514 | loss: 0.0312185 | val_loss: 0.0312194 | Time: 2007.2 ms [2020-12-21 13:27:42 main:581] : INFO : Epoch 515 | loss: 0.0312181 | val_loss: 0.0312193 | Time: 1997.43 ms [2020-12-21 13:27:44 main:581] : INFO : Epoch 516 | loss: 0.0312176 | val_loss: 0.0312196 | Time: 2013.02 ms [2020-12-21 13:27:46 main:581] : INFO : Epoch 517 | loss: 0.031217 | val_loss: 0.031219 | Time: 2012.98 ms [2020-12-21 13:27:48 main:581] : INFO : Epoch 518 | loss: 0.031217 | val_loss: 0.0312189 | Time: 2001.5 ms [2020-12-21 13:27:50 main:581] : INFO : Epoch 519 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 2012.42 ms [2020-12-21 13:27:52 main:581] : INFO : Epoch 520 | loss: 0.0312179 | val_loss: 0.0312195 | Time: 2012.54 ms [2020-12-21 13:27:54 main:581] : INFO : Epoch 521 | loss: 0.0312173 | val_loss: 0.0312193 | Time: 2000.77 ms [2020-12-21 13:27:56 main:581] : INFO : Epoch 522 | loss: 0.0312175 | val_loss: 0.0312182 | Time: 2013.6 ms [2020-12-21 13:27:58 main:581] : INFO : Epoch 523 | loss: 0.031218 | val_loss: 0.0312194 | Time: 2005.58 ms [2020-12-21 13:28:00 main:581] : INFO : Epoch 524 | loss: 0.0312182 | val_loss: 0.0312191 | Time: 2011.03 ms [2020-12-21 13:28:02 main:581] : INFO : Epoch 525 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 2012.69 ms [2020-12-21 13:28:04 main:581] : INFO : Epoch 526 | loss: 0.0312255 | val_loss: 0.0312311 | Time: 2007.01 ms [2020-12-21 13:28:06 main:581] : INFO : Epoch 527 | loss: 0.0312284 | val_loss: 0.0312252 | Time: 2012.73 ms [2020-12-21 13:28:08 main:581] : INFO : Epoch 528 | loss: 0.031221 | val_loss: 0.0312217 | Time: 2015.18 ms [2020-12-21 13:28:10 main:581] : INFO : Epoch 529 | loss: 0.0312191 | val_loss: 0.0312219 | Time: 2006.6 ms [2020-12-21 13:28:12 main:581] : INFO : Epoch 530 | loss: 0.0312176 | val_loss: 0.0312186 | Time: 2015.95 ms [2020-12-21 13:28:14 main:581] : INFO : Epoch 531 | loss: 0.0312176 | val_loss: 0.0312187 | Time: 2013.42 ms [2020-12-21 13:28:16 main:581] : INFO : Epoch 532 | loss: 0.031217 | val_loss: 0.0312183 | Time: 2015.81 ms [2020-12-21 13:28:18 main:581] : INFO : Epoch 533 | loss: 0.0312171 | val_loss: 0.0312181 | Time: 2015.92 ms [2020-12-21 13:28:20 main:581] : INFO : Epoch 534 | loss: 0.0312168 | val_loss: 0.0312183 | Time: 2012.88 ms [2020-12-21 13:28:22 main:581] : INFO : Epoch 535 | loss: 0.0312167 | val_loss: 0.0312198 | Time: 2014.41 ms [2020-12-21 13:28:24 main:581] : INFO : Epoch 536 | loss: 0.0312175 | val_loss: 0.0312189 | Time: 2007.77 ms [2020-12-21 13:28:26 main:581] : INFO : Epoch 537 | loss: 0.0312182 | val_loss: 0.0312204 | Time: 2013.81 ms [2020-12-21 13:28:28 main:581] : INFO : Epoch 538 | loss: 0.0312187 | val_loss: 0.0312213 | Time: 2013.48 ms [2020-12-21 13:28:30 main:581] : INFO : Epoch 539 | loss: 0.0312196 | val_loss: 0.0312198 | Time: 2006.94 ms [2020-12-21 13:28:32 main:581] : INFO : Epoch 540 | loss: 0.031217 | val_loss: 0.031221 | Time: 2024.13 ms [2020-12-21 13:28:34 main:581] : INFO : Epoch 541 | loss: 0.0312182 | val_loss: 0.0312216 | Time: 2014.82 ms [2020-12-21 13:28:36 main:581] : INFO : Epoch 542 | loss: 0.0312191 | val_loss: 0.0312244 | Time: 2016.19 ms [2020-12-21 13:28:38 main:581] : INFO : Epoch 543 | loss: 0.0312212 | val_loss: 0.0312184 | Time: 2017.47 ms [2020-12-21 13:28:40 main:581] : INFO : Epoch 544 | loss: 0.0312174 | val_loss: 0.0312212 | Time: 2024.38 ms [2020-12-21 13:28:42 main:581] : INFO : Epoch 545 | loss: 0.0312177 | val_loss: 0.0312236 | Time: 2001.52 ms [2020-12-21 13:28:44 main:581] : INFO : Epoch 546 | loss: 0.0312178 | val_loss: 0.03122 | Time: 2020.83 ms [2020-12-21 13:28:46 main:581] : INFO : Epoch 547 | loss: 0.0312169 | val_loss: 0.0312193 | Time: 2003.42 ms [2020-12-21 13:28:48 main:581] : INFO : Epoch 548 | loss: 0.0312169 | val_loss: 0.0312185 | Time: 2004.9 ms [2020-12-21 13:28:50 main:581] : INFO : Epoch 549 | loss: 0.0312173 | val_loss: 0.0312213 | Time: 2006.79 ms [2020-12-21 13:28:52 main:581] : INFO : Epoch 550 | loss: 0.0312177 | val_loss: 0.0312198 | Time: 2007.51 ms [2020-12-21 13:28:54 main:581] : INFO : Epoch 551 | loss: 0.0312177 | val_loss: 0.0312194 | Time: 2011.15 ms [2020-12-21 13:28:57 main:581] : INFO : Epoch 552 | loss: 0.0312178 | val_loss: 0.0312181 | Time: 2009.75 ms [2020-12-21 13:28:59 main:581] : INFO : Epoch 553 | loss: 0.0312174 | val_loss: 0.0312193 | Time: 2008.95 ms [2020-12-21 13:29:01 main:581] : INFO : Epoch 554 | loss: 0.0312186 | val_loss: 0.031218 | Time: 2008.97 ms [2020-12-21 13:29:03 main:581] : INFO : Epoch 555 | loss: 0.0312167 | val_loss: 0.0312189 | Time: 2007.92 ms [2020-12-21 13:29:05 main:581] : INFO : Epoch 556 | loss: 0.0312183 | val_loss: 0.0312193 | Time: 2014.56 ms [2020-12-21 13:29:07 main:581] : INFO : Epoch 557 | loss: 0.0312185 | val_loss: 0.0312245 | Time: 2009.31 ms [2020-12-21 13:29:09 main:581] : INFO : Epoch 558 | loss: 0.031219 | val_loss: 0.031221 | Time: 2014.19 ms [2020-12-21 13:29:11 main:581] : INFO : Epoch 559 | loss: 0.031218 | val_loss: 0.0312201 | Time: 2011.14 ms [2020-12-21 13:29:13 main:581] : INFO : Epoch 560 | loss: 0.0312167 | val_loss: 0.0312193 | Time: 2013.21 ms [2020-12-21 13:29:15 main:581] : INFO : Epoch 561 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 2009.72 ms [2020-12-21 13:29:17 main:581] : INFO : Epoch 562 | loss: 0.0312178 | val_loss: 0.0312195 | Time: 2021.8 ms [2020-12-21 13:29:19 main:581] : INFO : Epoch 563 | loss: 0.031218 | val_loss: 0.0312192 | Time: 2013.26 ms [2020-12-21 13:29:21 main:581] : INFO : Epoch 564 | loss: 0.0312179 | val_loss: 0.0312187 | Time: 2014 ms [2020-12-21 13:29:23 main:581] : INFO : Epoch 565 | loss: 0.0312181 | val_loss: 0.0312186 | Time: 2015.69 ms [2020-12-21 13:29:25 main:581] : INFO : Epoch 566 | loss: 0.0312167 | val_loss: 0.0312212 | Time: 2021.9 ms [2020-12-21 13:29:27 main:581] : INFO : Epoch 567 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 2014.76 ms [2020-12-21 13:29:29 main:581] : INFO : Epoch 568 | loss: 0.0312167 | val_loss: 0.0312194 | Time: 2006.74 ms [2020-12-21 13:29:31 main:581] : INFO : Epoch 569 | loss: 0.0312181 | val_loss: 0.0312214 | Time: 2013.37 ms [2020-12-21 13:29:33 main:581] : INFO : Epoch 570 | loss: 0.0312196 | val_loss: 0.031223 | Time: 2009.79 ms [2020-12-21 13:29:35 main:581] : INFO : Epoch 571 | loss: 0.0312179 | val_loss: 0.0312201 | Time: 2012.87 ms [2020-12-21 13:29:37 main:581] : INFO : Epoch 572 | loss: 0.0312168 | val_loss: 0.0312183 | Time: 2003.22 ms [2020-12-21 13:29:39 main:581] : INFO : Epoch 573 | loss: 0.0312174 | val_loss: 0.031219 | Time: 2022.55 ms [2020-12-21 13:29:41 main:581] : INFO : Epoch 574 | loss: 0.0312191 | val_loss: 0.0312202 | Time: 2017.1 ms [2020-12-21 13:29:43 main:581] : INFO : Epoch 575 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 2011.86 ms [2020-12-21 13:29:45 main:581] : INFO : Epoch 576 | loss: 0.0312188 | val_loss: 0.0312183 | Time: 2003.13 ms [2020-12-21 13:29:47 main:581] : INFO : Epoch 577 | loss: 0.0312182 | val_loss: 0.031222 | Time: 2004.8 ms [2020-12-21 13:29:49 main:581] : INFO : Epoch 578 | loss: 0.0312191 | val_loss: 0.031219 | Time: 1998.6 ms [2020-12-21 13:29:51 main:581] : INFO : Epoch 579 | loss: 0.031218 | val_loss: 0.0312187 | Time: 2006.27 ms [2020-12-21 13:29:53 main:581] : INFO : Epoch 580 | loss: 0.0312182 | val_loss: 0.0312214 | Time: 2017.05 ms [2020-12-21 13:29:55 main:581] : INFO : Epoch 581 | loss: 0.0312188 | val_loss: 0.0312184 | Time: 2017.86 ms [2020-12-21 13:29:57 main:581] : INFO : Epoch 582 | loss: 0.0312178 | val_loss: 0.0312188 | Time: 2008 ms [2020-12-21 13:29:59 main:581] : INFO : Epoch 583 | loss: 0.0312177 | val_loss: 0.0312193 | Time: 2025.67 ms [2020-12-21 13:30:01 main:581] : INFO : Epoch 584 | loss: 0.0312178 | val_loss: 0.0312206 | Time: 2017.7 ms [2020-12-21 13:30:03 main:581] : INFO : Epoch 585 | loss: 0.0312184 | val_loss: 0.0312203 | Time: 2027.61 ms [2020-12-21 13:30:05 main:581] : INFO : Epoch 586 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 2014.04 ms [2020-12-21 13:30:07 main:581] : INFO : Epoch 587 | loss: 0.0312169 | val_loss: 0.0312191 | Time: 2027.69 ms [2020-12-21 13:30:09 main:581] : INFO : Epoch 588 | loss: 0.0312172 | val_loss: 0.0312182 | Time: 2019.98 ms [2020-12-21 13:30:11 main:581] : INFO : Epoch 589 | loss: 0.0312166 | val_loss: 0.0312188 | Time: 2015.76 ms [2020-12-21 13:30:13 main:581] : INFO : Epoch 590 | loss: 0.0312172 | val_loss: 0.0312198 | Time: 2017.27 ms [2020-12-21 13:30:15 main:581] : INFO : Epoch 591 | loss: 0.0312169 | val_loss: 0.0312206 | Time: 2018.2 ms [2020-12-21 13:30:17 main:581] : INFO : Epoch 592 | loss: 0.031218 | val_loss: 0.0312212 | Time: 2013.71 ms [2020-12-21 13:30:19 main:581] : INFO : Epoch 593 | loss: 0.0312188 | val_loss: 0.0312185 | Time: 2015.8 ms [2020-12-21 13:30:21 main:581] : INFO : Epoch 594 | loss: 0.0312193 | val_loss: 0.0312188 | Time: 2010.3 ms [2020-12-21 13:30:23 main:581] : INFO : Epoch 595 | loss: 0.0312213 | val_loss: 0.0312254 | Time: 2008.89 ms [2020-12-21 13:30:25 main:581] : INFO : Epoch 596 | loss: 0.0312179 | val_loss: 0.0312187 | Time: 2009.12 ms [2020-12-21 13:30:27 main:581] : INFO : Epoch 597 | loss: 0.0312189 | val_loss: 0.0312248 | Time: 2018.39 ms [2020-12-21 13:30:29 main:581] : INFO : Epoch 598 | loss: 0.0312201 | val_loss: 0.03122 | Time: 2013.97 ms [2020-12-21 13:30:31 main:581] : INFO : Epoch 599 | loss: 0.0312193 | val_loss: 0.0312198 | Time: 2018.22 ms [2020-12-21 13:30:33 main:581] : INFO : Epoch 600 | loss: 0.0312179 | val_loss: 0.0312187 | Time: 2013.26 ms [2020-12-21 13:30:35 main:581] : INFO : Epoch 601 | loss: 0.0312173 | val_loss: 0.0312185 | Time: 2015.01 ms [2020-12-21 13:30:37 main:581] : INFO : Epoch 602 | loss: 0.0312174 | val_loss: 0.0312185 | Time: 2004.09 ms [2020-12-21 13:30:39 main:581] : INFO : Epoch 603 | loss: 0.0312174 | val_loss: 0.0312186 | Time: 2015.28 ms [2020-12-21 13:30:41 main:581] : INFO : Epoch 604 | loss: 0.0312186 | val_loss: 0.0312187 | Time: 2018.7 ms [2020-12-21 13:30:43 main:581] : INFO : Epoch 605 | loss: 0.0312176 | val_loss: 0.0312181 | Time: 2004.19 ms [2020-12-21 13:30:45 main:581] : INFO : Epoch 606 | loss: 0.0312175 | val_loss: 0.0312205 | Time: 2008.46 ms [2020-12-21 13:30:47 main:581] : INFO : Epoch 607 | loss: 0.0312173 | val_loss: 0.0312184 | Time: 2010.99 ms [2020-12-21 13:30:49 main:581] : INFO : Epoch 608 | loss: 0.031217 | val_loss: 0.0312201 | Time: 2006.9 ms [2020-12-21 13:30:51 main:581] : INFO : Epoch 609 | loss: 0.0312172 | val_loss: 0.0312181 | Time: 2015.14 ms [2020-12-21 13:30:53 main:581] : INFO : Epoch 610 | loss: 0.0312169 | val_loss: 0.0312189 | Time: 2016.96 ms [2020-12-21 13:30:55 main:581] : INFO : Epoch 611 | loss: 0.0312168 | val_loss: 0.0312181 | Time: 2015.82 ms [2020-12-21 13:30:57 main:581] : INFO : Epoch 612 | loss: 0.0312172 | val_loss: 0.0312183 | Time: 2015.75 ms [2020-12-21 13:30:59 main:581] : INFO : Epoch 613 | loss: 0.0312178 | val_loss: 0.031221 | Time: 2015.2 ms [2020-12-21 13:31:01 main:581] : INFO : Epoch 614 | loss: 0.0312176 | val_loss: 0.0312192 | Time: 2013.75 ms [2020-12-21 13:31:03 main:581] : INFO : Epoch 615 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 2019.6 ms [2020-12-21 13:31:05 main:581] : INFO : Epoch 616 | loss: 0.0312177 | val_loss: 0.0312192 | Time: 2014.97 ms [2020-12-21 13:31:07 main:581] : INFO : Epoch 617 | loss: 0.0312175 | val_loss: 0.0312191 | Time: 2011.53 ms [2020-12-21 13:31:09 main:581] : INFO : Epoch 618 | loss: 0.0312177 | val_loss: 0.0312181 | Time: 2001.81 ms [2020-12-21 13:31:11 main:581] : INFO : Epoch 619 | loss: 0.0312181 | val_loss: 0.0312197 | Time: 2012.62 ms [2020-12-21 13:31:13 main:581] : INFO : Epoch 620 | loss: 0.0312179 | val_loss: 0.03122 | Time: 2013.26 ms [2020-12-21 13:31:15 main:581] : INFO : Epoch 621 | loss: 0.031218 | val_loss: 0.0312209 | Time: 2010.85 ms [2020-12-21 13:31:17 main:581] : INFO : Epoch 622 | loss: 0.0312187 | val_loss: 0.0312212 | Time: 2002.59 ms [2020-12-21 13:31:19 main:581] : INFO : Epoch 623 | loss: 0.0312175 | val_loss: 0.0312207 | Time: 2019.52 ms [2020-12-21 13:31:21 main:581] : INFO : Epoch 624 | loss: 0.0312171 | val_loss: 0.0312193 | Time: 1989.75 ms [2020-12-21 13:31:23 main:581] : INFO : Epoch 625 | loss: 0.0312173 | val_loss: 0.0312192 | Time: 2013.01 ms [2020-12-21 13:31:25 main:581] : INFO : Epoch 626 | loss: 0.031217 | val_loss: 0.0312225 | Time: 2016.5 ms [2020-12-21 13:31:27 main:581] : INFO : Epoch 627 | loss: 0.0312175 | val_loss: 0.0312185 | Time: 2010.55 ms [2020-12-21 13:31:29 main:581] : INFO : Epoch 628 | loss: 0.0312173 | val_loss: 0.0312204 | Time: 2000.37 ms [2020-12-21 13:31:31 main:581] : INFO : Epoch 629 | loss: 0.0312175 | val_loss: 0.031219 | Time: 2006.93 ms [2020-12-21 13:31:34 main:581] : INFO : Epoch 630 | loss: 0.0312169 | val_loss: 0.0312185 | Time: 2005.3 ms [2020-12-21 13:31:36 main:581] : INFO : Epoch 631 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 2021.46 ms [2020-12-21 13:31:38 main:581] : INFO : Epoch 632 | loss: 0.0312168 | val_loss: 0.0312213 | Time: 2010.86 ms [2020-12-21 13:31:40 main:581] : INFO : Epoch 633 | loss: 0.0312189 | val_loss: 0.031218 | Time: 2002.32 ms [2020-12-21 13:31:42 main:581] : INFO : Epoch 634 | loss: 0.0312176 | val_loss: 0.0312186 | Time: 2011.95 ms [2020-12-21 13:31:44 main:581] : INFO : Epoch 635 | loss: 0.0312191 | val_loss: 0.0312205 | Time: 2012.73 ms [2020-12-21 13:31:46 main:581] : INFO : Epoch 636 | loss: 0.0312179 | val_loss: 0.031219 | Time: 2011.73 ms [2020-12-21 13:31:48 main:581] : INFO : Epoch 637 | loss: 0.0312175 | val_loss: 0.0312196 | Time: 2011.13 ms [2020-12-21 13:31:50 main:581] : INFO : Epoch 638 | loss: 0.0312188 | val_loss: 0.0312255 | Time: 2021.18 ms [2020-12-21 13:31:52 main:581] : INFO : Epoch 639 | loss: 0.0312192 | val_loss: 0.03122 | Time: 2009.47 ms [2020-12-21 13:31:54 main:581] : INFO : Epoch 640 | loss: 0.0312171 | val_loss: 0.0312197 | Time: 2014.24 ms [2020-12-21 13:31:56 main:581] : INFO : Epoch 641 | loss: 0.0312185 | val_loss: 0.0312202 | Time: 2002.19 ms [2020-12-21 13:31:58 main:581] : INFO : Epoch 642 | loss: 0.0312181 | val_loss: 0.0312185 | Time: 2008.84 ms [2020-12-21 13:32:00 main:581] : INFO : Epoch 643 | loss: 0.0312197 | val_loss: 0.0312212 | Time: 2009.31 ms [2020-12-21 13:32:02 main:581] : INFO : Epoch 644 | loss: 0.0312182 | val_loss: 0.0312214 | Time: 2001.28 ms [2020-12-21 13:32:04 main:581] : INFO : Epoch 645 | loss: 0.0312197 | val_loss: 0.0312201 | Time: 2023.41 ms [2020-12-21 13:32:06 main:581] : INFO : Epoch 646 | loss: 0.0312177 | val_loss: 0.0312205 | Time: 2001.26 ms [2020-12-21 13:32:08 main:581] : INFO : Epoch 647 | loss: 0.0312178 | val_loss: 0.0312189 | Time: 2012.42 ms [2020-12-21 13:32:10 main:581] : INFO : Epoch 648 | loss: 0.0312178 | val_loss: 0.0312187 | Time: 2012.98 ms [2020-12-21 13:32:12 main:581] : INFO : Epoch 649 | loss: 0.0312172 | val_loss: 0.0312186 | Time: 2012.47 ms [2020-12-21 13:32:14 main:581] : INFO : Epoch 650 | loss: 0.0312168 | val_loss: 0.0312198 | Time: 2000.19 ms [2020-12-21 13:32:16 main:581] : INFO : Epoch 651 | loss: 0.0312171 | val_loss: 0.031219 | Time: 2012.97 ms [2020-12-21 13:32:18 main:581] : INFO : Epoch 652 | loss: 0.0312174 | val_loss: 0.0312216 | Time: 2014.45 ms [2020-12-21 13:32:20 main:581] : INFO : Epoch 653 | loss: 0.0312186 | val_loss: 0.0312188 | Time: 2012.08 ms [2020-12-21 13:32:22 main:581] : INFO : Epoch 654 | loss: 0.0312177 | val_loss: 0.0312185 | Time: 2009.91 ms [2020-12-21 13:32:24 main:581] : INFO : Epoch 655 | loss: 0.0312176 | val_loss: 0.0312201 | Time: 2002.81 ms [2020-12-21 13:32:26 main:581] : INFO : Epoch 656 | loss: 0.0312186 | val_loss: 0.0312226 | Time: 2020.63 ms [2020-12-21 13:32:28 main:581] : INFO : Epoch 657 | loss: 0.0312174 | val_loss: 0.0312201 | Time: 2014.46 ms [2020-12-21 13:32:30 main:581] : INFO : Epoch 658 | loss: 0.0312165 | val_loss: 0.0312182 | Time: 2006.33 ms [2020-12-21 13:32:32 main:581] : INFO : Epoch 659 | loss: 0.0312175 | val_loss: 0.0312181 | Time: 2001.38 ms [2020-12-21 13:32:34 main:581] : INFO : Epoch 660 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 2000.82 ms [2020-12-21 13:32:36 main:581] : INFO : Epoch 661 | loss: 0.0312172 | val_loss: 0.0312199 | Time: 2004.18 ms [2020-12-21 13:32:38 main:581] : INFO : Epoch 662 | loss: 0.0312188 | val_loss: 0.0312231 | Time: 2021.5 ms [2020-12-21 13:32:40 main:581] : INFO : Epoch 663 | loss: 0.031218 | val_loss: 0.0312194 | Time: 2012.99 ms [2020-12-21 13:32:42 main:581] : INFO : Epoch 664 | loss: 0.0312181 | val_loss: 0.0312197 | Time: 2012.13 ms [2020-12-21 13:32:44 main:581] : INFO : Epoch 665 | loss: 0.0312182 | val_loss: 0.0312182 | Time: 2022.96 ms [2020-12-21 13:32:46 main:581] : INFO : Epoch 666 | loss: 0.0312172 | val_loss: 0.0312185 | Time: 2010.45 ms [2020-12-21 13:32:48 main:581] : INFO : Epoch 667 | loss: 0.0312197 | val_loss: 0.0312288 | Time: 2011.88 ms [2020-12-21 13:32:50 main:581] : INFO : Epoch 668 | loss: 0.0312243 | val_loss: 0.0312191 | Time: 2004.74 ms [2020-12-21 13:32:52 main:581] : INFO : Epoch 669 | loss: 0.0313791 | val_loss: 0.0317277 | Time: 2012.32 ms [2020-12-21 13:32:54 main:581] : INFO : Epoch 670 | loss: 0.0314527 | val_loss: 0.0312789 | Time: 2016.84 ms [2020-12-21 13:32:56 main:581] : INFO : Epoch 671 | loss: 0.0312534 | val_loss: 0.0312297 | Time: 2000.41 ms [2020-12-21 13:32:58 main:581] : INFO : Epoch 672 | loss: 0.0312265 | val_loss: 0.0312231 | Time: 2006.84 ms [2020-12-21 13:33:00 main:581] : INFO : Epoch 673 | loss: 0.0312206 | val_loss: 0.0312229 | Time: 2008.07 ms [2020-12-21 13:33:02 main:581] : INFO : Epoch 674 | loss: 0.0312195 | val_loss: 0.0312235 | Time: 1999.17 ms [2020-12-21 13:33:04 main:581] : INFO : Epoch 675 | loss: 0.0312214 | val_loss: 0.0312208 | Time: 2014.51 ms [2020-12-21 13:33:06 main:581] : INFO : Epoch 676 | loss: 0.0312215 | val_loss: 0.0312262 | Time: 2007.46 ms [2020-12-21 13:33:08 main:581] : INFO : Epoch 677 | loss: 0.0312208 | val_loss: 0.0312282 | Time: 2003.28 ms [2020-12-21 13:33:10 main:581] : INFO : Epoch 678 | loss: 0.0312211 | val_loss: 0.0312195 | Time: 2010.93 ms [2020-12-21 13:33:12 main:581] : INFO : Epoch 679 | loss: 0.0312176 | val_loss: 0.0312199 | Time: 1998.41 ms [2020-12-21 13:33:14 main:581] : INFO : Epoch 680 | loss: 0.0312183 | val_loss: 0.0312208 | Time: 2008.13 ms [2020-12-21 13:33:16 main:581] : INFO : Epoch 681 | loss: 0.031219 | val_loss: 0.0312216 | Time: 2009.31 ms [2020-12-21 13:33:18 main:581] : INFO : Epoch 682 | loss: 0.0312184 | val_loss: 0.0312214 | Time: 2008.17 ms [2020-12-21 13:33:20 main:581] : INFO : Epoch 683 | loss: 0.0312184 | val_loss: 0.0312201 | Time: 2007 ms [2020-12-21 13:33:22 main:581] : INFO : Epoch 684 | loss: 0.0312188 | val_loss: 0.031222 | Time: 2004.36 ms [2020-12-21 13:33:24 main:581] : INFO : Epoch 685 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 2006.02 ms [2020-12-21 13:33:26 main:581] : INFO : Epoch 686 | loss: 0.0312197 | val_loss: 0.0312202 | Time: 1997.01 ms [2020-12-21 13:33:28 main:581] : INFO : Epoch 687 | loss: 0.0312186 | val_loss: 0.0312199 | Time: 2010.78 ms [2020-12-21 13:33:30 main:581] : INFO : Epoch 688 | loss: 0.0312187 | val_loss: 0.031223 | Time: 2015.03 ms [2020-12-21 13:33:32 main:581] : INFO : Epoch 689 | loss: 0.0312189 | val_loss: 0.0312205 | Time: 2001.33 ms [2020-12-21 13:33:34 main:581] : INFO : Epoch 690 | loss: 0.0312178 | val_loss: 0.0312198 | Time: 2006.48 ms [2020-12-21 13:33:36 main:581] : INFO : Epoch 691 | loss: 0.0312175 | val_loss: 0.0312185 | Time: 1992.72 ms [2020-12-21 13:33:38 main:581] : INFO : Epoch 692 | loss: 0.0312169 | val_loss: 0.03122 | Time: 1998.31 ms [2020-12-21 13:33:40 main:581] : INFO : Epoch 693 | loss: 0.0312182 | val_loss: 0.0312209 | Time: 1990.28 ms [2020-12-21 13:33:42 main:581] : INFO : Epoch 694 | loss: 0.0312174 | val_loss: 0.0312186 | Time: 2000.25 ms [2020-12-21 13:33:44 main:581] : INFO : Epoch 695 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 1993.63 ms [2020-12-21 13:33:46 main:581] : INFO : Epoch 696 | loss: 0.0312181 | val_loss: 0.0312215 | Time: 2000.61 ms [2020-12-21 13:33:48 main:581] : INFO : Epoch 697 | loss: 0.0312181 | val_loss: 0.0312186 | Time: 1990.36 ms [2020-12-21 13:33:50 main:581] : INFO : Epoch 698 | loss: 0.0312176 | val_loss: 0.0312189 | Time: 2008.5 ms [2020-12-21 13:33:52 main:581] : INFO : Epoch 699 | loss: 0.0312181 | val_loss: 0.0312201 | Time: 1999.14 ms [2020-12-21 13:33:54 main:581] : INFO : Epoch 700 | loss: 0.0312177 | val_loss: 0.0312191 | Time: 2014.55 ms [2020-12-21 13:33:56 main:581] : INFO : Epoch 701 | loss: 0.0312179 | val_loss: 0.0312213 | Time: 1997.44 ms [2020-12-21 13:33:58 main:581] : INFO : Epoch 702 | loss: 0.0312194 | val_loss: 0.0312216 | Time: 2006.68 ms [2020-12-21 13:34:00 main:581] : INFO : Epoch 703 | loss: 0.0312211 | val_loss: 0.0312261 | Time: 2005.88 ms [2020-12-21 13:34:02 main:581] : INFO : Epoch 704 | loss: 0.0312197 | val_loss: 0.0312202 | Time: 2003.86 ms [2020-12-21 13:34:04 main:581] : INFO : Epoch 705 | loss: 0.0312212 | val_loss: 0.0312213 | Time: 2005.98 ms [2020-12-21 13:34:06 main:581] : INFO : Epoch 706 | loss: 0.031219 | val_loss: 0.0312194 | Time: 2013.45 ms [2020-12-21 13:34:08 main:581] : INFO : Epoch 707 | loss: 0.0312175 | val_loss: 0.0312198 | Time: 1996.86 ms [2020-12-21 13:34:10 main:581] : INFO : Epoch 708 | loss: 0.0312173 | val_loss: 0.0312186 | Time: 2001.28 ms [2020-12-21 13:34:12 main:581] : INFO : Epoch 709 | loss: 0.0312179 | val_loss: 0.0312194 | Time: 2002.83 ms [2020-12-21 13:34:14 main:581] : INFO : Epoch 710 | loss: 0.0312174 | val_loss: 0.0312223 | Time: 1999.68 ms [2020-12-21 13:34:16 main:581] : INFO : Epoch 711 | loss: 0.031218 | val_loss: 0.0312192 | Time: 2008.17 ms [2020-12-21 13:34:18 main:581] : INFO : Epoch 712 | loss: 0.0312176 | val_loss: 0.0312194 | Time: 2004.65 ms [2020-12-21 13:34:20 main:581] : INFO : Epoch 713 | loss: 0.0312174 | val_loss: 0.0312214 | Time: 1997.6 ms [2020-12-21 13:34:22 main:581] : INFO : Epoch 714 | loss: 0.0312181 | val_loss: 0.0312192 | Time: 2008.74 ms [2020-12-21 13:34:24 main:581] : INFO : Epoch 715 | loss: 0.0312177 | val_loss: 0.0312188 | Time: 2003.95 ms [2020-12-21 13:34:26 main:581] : INFO : Epoch 716 | loss: 0.0312178 | val_loss: 0.0312191 | Time: 2009.54 ms [2020-12-21 13:34:28 main:581] : INFO : Epoch 717 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 2006.13 ms [2020-12-21 13:34:30 main:581] : INFO : Epoch 718 | loss: 0.0312173 | val_loss: 0.0312201 | Time: 2008.02 ms [2020-12-21 13:34:32 main:581] : INFO : Epoch 719 | loss: 0.0312186 | val_loss: 0.0312193 | Time: 1998.19 ms [2020-12-21 13:34:34 main:581] : INFO : Epoch 720 | loss: 0.031218 | val_loss: 0.0312185 | Time: 1991.69 ms [2020-12-21 13:34:36 main:581] : INFO : Epoch 721 | loss: 0.0312175 | val_loss: 0.0312203 | Time: 1996.89 ms [2020-12-21 13:34:38 main:581] : INFO : Epoch 722 | loss: 0.0312174 | val_loss: 0.0312225 | Time: 2004.8 ms [2020-12-21 13:34:40 main:581] : INFO : Epoch 723 | loss: 0.0312179 | val_loss: 0.0312194 | Time: 2017.24 ms [2020-12-21 13:34:42 main:581] : INFO : Epoch 724 | loss: 0.0312176 | val_loss: 0.0312188 | Time: 2010.21 ms [2020-12-21 13:34:44 main:581] : INFO : Epoch 725 | loss: 0.0312193 | val_loss: 0.0312199 | Time: 2006.47 ms [2020-12-21 13:34:46 main:581] : INFO : Epoch 726 | loss: 0.0312193 | val_loss: 0.0312202 | Time: 1999.96 ms [2020-12-21 13:34:48 main:581] : INFO : Epoch 727 | loss: 0.0312178 | val_loss: 0.0312185 | Time: 2003.39 ms [2020-12-21 13:34:50 main:581] : INFO : Epoch 728 | loss: 0.0312187 | val_loss: 0.0312195 | Time: 2004.13 ms [2020-12-21 13:34:52 main:581] : INFO : Epoch 729 | loss: 0.0312192 | val_loss: 0.0312206 | Time: 2008.13 ms [2020-12-21 13:34:54 main:581] : INFO : Epoch 730 | loss: 0.031218 | val_loss: 0.0312189 | Time: 1997.53 ms [2020-12-21 13:34:56 main:581] : INFO : Epoch 731 | loss: 0.0312194 | val_loss: 0.0312199 | Time: 2004.89 ms [2020-12-21 13:34:58 main:581] : INFO : Epoch 732 | loss: 0.0312182 | val_loss: 0.0312191 | Time: 1995.84 ms [2020-12-21 13:35:00 main:581] : INFO : Epoch 733 | loss: 0.0312175 | val_loss: 0.0312203 | Time: 2004.41 ms [2020-12-21 13:35:02 main:581] : INFO : Epoch 734 | loss: 0.031218 | val_loss: 0.0312198 | Time: 1997.13 ms [2020-12-21 13:35:04 main:581] : INFO : Epoch 735 | loss: 0.0312179 | val_loss: 0.0312192 | Time: 2007.54 ms [2020-12-21 13:35:06 main:581] : INFO : Epoch 736 | loss: 0.0312175 | val_loss: 0.031219 | Time: 2003.62 ms [2020-12-21 13:35:08 main:581] : INFO : Epoch 737 | loss: 0.0312167 | val_loss: 0.0312184 | Time: 2005.02 ms [2020-12-21 13:35:10 main:581] : INFO : Epoch 738 | loss: 0.0312179 | val_loss: 0.0312192 | Time: 2013.56 ms [2020-12-21 13:35:12 main:581] : INFO : Epoch 739 | loss: 0.0312185 | val_loss: 0.0312213 | Time: 2001.56 ms [2020-12-21 13:35:14 main:581] : INFO : Epoch 740 | loss: 0.031218 | val_loss: 0.0312213 | Time: 2008.86 ms [2020-12-21 13:35:16 main:581] : INFO : Epoch 741 | loss: 0.0312215 | val_loss: 0.0312238 | Time: 1997.44 ms [2020-12-21 13:35:18 main:581] : INFO : Epoch 742 | loss: 0.0312183 | val_loss: 0.031219 | Time: 1995.68 ms [2020-12-21 13:35:20 main:581] : INFO : Epoch 743 | loss: 0.0312182 | val_loss: 0.0312195 | Time: 2002.72 ms [2020-12-21 13:35:22 main:581] : INFO : Epoch 744 | loss: 0.0312179 | val_loss: 0.031219 | Time: 2002.76 ms [2020-12-21 13:35:24 main:581] : INFO : Epoch 745 | loss: 0.0312176 | val_loss: 0.0312195 | Time: 1997.58 ms [2020-12-21 13:35:26 main:581] : INFO : Epoch 746 | loss: 0.0312184 | val_loss: 0.0312191 | Time: 2009.74 ms [2020-12-21 13:35:28 main:581] : INFO : Epoch 747 | loss: 0.031218 | val_loss: 0.0312249 | Time: 2006.71 ms [2020-12-21 13:35:30 main:581] : INFO : Epoch 748 | loss: 0.0312207 | val_loss: 0.0312262 | Time: 2009.6 ms [2020-12-21 13:35:32 main:581] : INFO : Epoch 749 | loss: 0.0312205 | val_loss: 0.0312212 | Time: 2006.47 ms [2020-12-21 13:35:34 main:581] : INFO : Epoch 750 | loss: 0.0312172 | val_loss: 0.0312192 | Time: 2005.21 ms [2020-12-21 13:35:36 main:581] : INFO : Epoch 751 | loss: 0.0312178 | val_loss: 0.0312198 | Time: 1997.94 ms [2020-12-21 13:35:38 main:581] : INFO : Epoch 752 | loss: 0.0312172 | val_loss: 0.0312187 | Time: 1998.73 ms [2020-12-21 13:35:40 main:581] : INFO : Epoch 753 | loss: 0.0312172 | val_loss: 0.0312211 | Time: 2005.21 ms [2020-12-21 13:35:42 main:581] : INFO : Epoch 754 | loss: 0.0312178 | val_loss: 0.0312192 | Time: 2016.1 ms [2020-12-21 13:35:44 main:581] : INFO : Epoch 755 | loss: 0.0312173 | val_loss: 0.0312201 | Time: 2001.58 ms [2020-12-21 13:35:46 main:581] : INFO : Epoch 756 | loss: 0.0312176 | val_loss: 0.0312188 | Time: 2006.53 ms [2020-12-21 13:35:48 main:581] : INFO : Epoch 757 | loss: 0.0312171 | val_loss: 0.0312187 | Time: 1999.16 ms [2020-12-21 13:35:50 main:581] : INFO : Epoch 758 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 2005.8 ms [2020-12-21 13:35:52 main:581] : INFO : Epoch 759 | loss: 0.031217 | val_loss: 0.0312187 | Time: 1994.97 ms [2020-12-21 13:35:54 main:581] : INFO : Epoch 760 | loss: 0.0312167 | val_loss: 0.0312184 | Time: 2002.09 ms [2020-12-21 13:35:56 main:581] : INFO : Epoch 761 | loss: 0.031218 | val_loss: 0.0312187 | Time: 1996.57 ms [2020-12-21 13:35:58 main:581] : INFO : Epoch 762 | loss: 0.0312175 | val_loss: 0.031219 | Time: 2002.74 ms [2020-12-21 13:36:00 main:581] : INFO : Epoch 763 | loss: 0.0312169 | val_loss: 0.0312189 | Time: 2002.57 ms [2020-12-21 13:36:02 main:581] : INFO : Epoch 764 | loss: 0.0312173 | val_loss: 0.0312189 | Time: 2005.42 ms [2020-12-21 13:36:04 main:581] : INFO : Epoch 765 | loss: 0.0312172 | val_loss: 0.031221 | Time: 1996.65 ms [2020-12-21 13:36:06 main:581] : INFO : Epoch 766 | loss: 0.0312179 | val_loss: 0.0312227 | Time: 2002.19 ms [2020-12-21 13:36:08 main:581] : INFO : Epoch 767 | loss: 0.0312186 | val_loss: 0.0312193 | Time: 1995.45 ms [2020-12-21 13:36:10 main:581] : INFO : Epoch 768 | loss: 0.0312174 | val_loss: 0.0312185 | Time: 2009.76 ms [2020-12-21 13:36:12 main:581] : INFO : Epoch 769 | loss: 0.0312182 | val_loss: 0.0312186 | Time: 1998.69 ms [2020-12-21 13:36:14 main:581] : INFO : Epoch 770 | loss: 0.0312182 | val_loss: 0.0312204 | Time: 2004.71 ms [2020-12-21 13:36:16 main:581] : INFO : Epoch 771 | loss: 0.0312188 | val_loss: 0.0312206 | Time: 2000.37 ms [2020-12-21 13:36:18 main:581] : INFO : Epoch 772 | loss: 0.0312172 | val_loss: 0.0312201 | Time: 2004.81 ms [2020-12-21 13:36:20 main:581] : INFO : Epoch 773 | loss: 0.0312169 | val_loss: 0.0312182 | Time: 1996.44 ms [2020-12-21 13:36:22 main:581] : INFO : Epoch 774 | loss: 0.031217 | val_loss: 0.0312184 | Time: 2003.17 ms [2020-12-21 13:36:24 main:581] : INFO : Epoch 775 | loss: 0.031217 | val_loss: 0.0312204 | Time: 1999.95 ms [2020-12-21 13:36:26 main:581] : INFO : Epoch 776 | loss: 0.0312182 | val_loss: 0.0312188 | Time: 2013.29 ms [2020-12-21 13:36:28 main:581] : INFO : Epoch 777 | loss: 0.0312181 | val_loss: 0.0312189 | Time: 1995.68 ms [2020-12-21 13:36:30 main:581] : INFO : Epoch 778 | loss: 0.0312181 | val_loss: 0.0312206 | Time: 2004.32 ms [2020-12-21 13:36:32 main:581] : INFO : Epoch 779 | loss: 0.0312172 | val_loss: 0.0312199 | Time: 1995.66 ms [2020-12-21 13:36:34 main:581] : INFO : Epoch 780 | loss: 0.0312171 | val_loss: 0.0312199 | Time: 2004 ms [2020-12-21 13:36:36 main:581] : INFO : Epoch 781 | loss: 0.0312175 | val_loss: 0.0312211 | Time: 1996.51 ms [2020-12-21 13:36:38 main:581] : INFO : Epoch 782 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 2001.77 ms [2020-12-21 13:36:40 main:581] : INFO : Epoch 783 | loss: 0.0312175 | val_loss: 0.0312213 | Time: 2003.25 ms [2020-12-21 13:36:42 main:581] : INFO : Epoch 784 | loss: 0.0312166 | val_loss: 0.0312184 | Time: 2005.53 ms [2020-12-21 13:36:44 main:581] : INFO : Epoch 785 | loss: 0.0312172 | val_loss: 0.0312223 | Time: 2007.45 ms [2020-12-21 13:36:46 main:581] : INFO : Epoch 786 | loss: 0.0312179 | val_loss: 0.0312212 | Time: 1984.44 ms [2020-12-21 13:36:48 main:581] : INFO : Epoch 787 | loss: 0.0312189 | val_loss: 0.0312249 | Time: 2006.55 ms [2020-12-21 13:36:50 main:581] : INFO : Epoch 788 | loss: 0.0312182 | val_loss: 0.0312227 | Time: 1995.57 ms [2020-12-21 13:36:52 main:581] : INFO : Epoch 789 | loss: 0.0312184 | val_loss: 0.0312201 | Time: 2001.96 ms [2020-12-21 13:36:54 main:581] : INFO : Epoch 790 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 2003.83 ms [2020-12-21 13:36:56 main:581] : INFO : Epoch 791 | loss: 0.0312172 | val_loss: 0.0312206 | Time: 2008.48 ms [2020-12-21 13:36:58 main:581] : INFO : Epoch 792 | loss: 0.0312182 | val_loss: 0.0312201 | Time: 2008.29 ms [2020-12-21 13:37:00 main:581] : INFO : Epoch 793 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 1986.87 ms [2020-12-21 13:37:02 main:581] : INFO : Epoch 794 | loss: 0.0312167 | val_loss: 0.0312192 | Time: 2001.48 ms [2020-12-21 13:37:04 main:581] : INFO : Epoch 795 | loss: 0.0312172 | val_loss: 0.0312226 | Time: 1995.83 ms [2020-12-21 13:37:06 main:581] : INFO : Epoch 796 | loss: 0.0312198 | val_loss: 0.0312193 | Time: 2011.08 ms [2020-12-21 13:37:08 main:581] : INFO : Epoch 797 | loss: 0.0312176 | val_loss: 0.0312182 | Time: 2000.49 ms [2020-12-21 13:37:10 main:581] : INFO : Epoch 798 | loss: 0.0312172 | val_loss: 0.0312201 | Time: 2002.81 ms [2020-12-21 13:37:12 main:581] : INFO : Epoch 799 | loss: 0.0312189 | val_loss: 0.0312188 | Time: 2005.1 ms [2020-12-21 13:37:14 main:581] : INFO : Epoch 800 | loss: 0.0312181 | val_loss: 0.0312196 | Time: 2006.84 ms [2020-12-21 13:37:16 main:581] : INFO : Epoch 801 | loss: 0.0312188 | val_loss: 0.0312205 | Time: 2006.23 ms [2020-12-21 13:37:18 main:581] : INFO : Epoch 802 | loss: 0.0312183 | val_loss: 0.0312191 | Time: 2000.47 ms [2020-12-21 13:37:20 main:581] : INFO : Epoch 803 | loss: 0.0312169 | val_loss: 0.0312181 | Time: 2005.74 ms [2020-12-21 13:37:22 main:581] : INFO : Epoch 804 | loss: 0.0312174 | val_loss: 0.0312223 | Time: 2011.38 ms [2020-12-21 13:37:24 main:581] : INFO : Epoch 805 | loss: 0.0312172 | val_loss: 0.0312184 | Time: 2008.59 ms [2020-12-21 13:37:26 main:581] : INFO : Epoch 806 | loss: 0.0312175 | val_loss: 0.0312182 | Time: 2004.84 ms [2020-12-21 13:37:28 main:581] : INFO : Epoch 807 | loss: 0.0312174 | val_loss: 0.0312207 | Time: 2000.39 ms [2020-12-21 13:37:30 main:581] : INFO : Epoch 808 | loss: 0.0312179 | val_loss: 0.0312223 | Time: 2001.79 ms [2020-12-21 13:37:32 main:581] : INFO : Epoch 809 | loss: 0.0312187 | val_loss: 0.0312195 | Time: 1997.6 ms [2020-12-21 13:37:34 main:581] : INFO : Epoch 810 | loss: 0.0312198 | val_loss: 0.0312201 | Time: 2006.71 ms [2020-12-21 13:37:36 main:581] : INFO : Epoch 811 | loss: 0.0312189 | val_loss: 0.0312188 | Time: 2003.39 ms [2020-12-21 13:37:38 main:581] : INFO : Epoch 812 | loss: 0.0312178 | val_loss: 0.0312194 | Time: 2003.56 ms [2020-12-21 13:37:40 main:581] : INFO : Epoch 813 | loss: 0.0312169 | val_loss: 0.0312217 | Time: 2000.68 ms [2020-12-21 13:37:42 main:581] : INFO : Epoch 814 | loss: 0.0312175 | val_loss: 0.0312188 | Time: 2002.15 ms [2020-12-21 13:37:44 main:581] : INFO : Epoch 815 | loss: 0.0312171 | val_loss: 0.0312194 | Time: 2003.43 ms [2020-12-21 13:37:46 main:581] : INFO : Epoch 816 | loss: 0.0312188 | val_loss: 0.0312244 | Time: 2002.83 ms [2020-12-21 13:37:48 main:581] : INFO : Epoch 817 | loss: 0.0312197 | val_loss: 0.0312213 | Time: 2006.93 ms [2020-12-21 13:37:50 main:581] : INFO : Epoch 818 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 2006.23 ms [2020-12-21 13:37:52 main:581] : INFO : Epoch 819 | loss: 0.0312168 | val_loss: 0.0312184 | Time: 1994.06 ms [2020-12-21 13:37:54 main:581] : INFO : Epoch 820 | loss: 0.031217 | val_loss: 0.031221 | Time: 2003.59 ms [2020-12-21 13:37:56 main:581] : INFO : Epoch 821 | loss: 0.0312168 | val_loss: 0.0312186 | Time: 2011.21 ms [2020-12-21 13:37:58 main:581] : INFO : Epoch 822 | loss: 0.0312168 | val_loss: 0.0312193 | Time: 1996.32 ms [2020-12-21 13:38:00 main:581] : INFO : Epoch 823 | loss: 0.031219 | val_loss: 0.03122 | Time: 2003.47 ms [2020-12-21 13:38:02 main:581] : INFO : Epoch 824 | loss: 0.031219 | val_loss: 0.0312186 | Time: 2006.81 ms [2020-12-21 13:38:04 main:581] : INFO : Epoch 825 | loss: 0.0312177 | val_loss: 0.0312192 | Time: 2000.41 ms [2020-12-21 13:38:06 main:581] : INFO : Epoch 826 | loss: 0.0312188 | val_loss: 0.0312218 | Time: 2005.39 ms [2020-12-21 13:38:08 main:581] : INFO : Epoch 827 | loss: 0.031221 | val_loss: 0.0312224 | Time: 2011.15 ms [2020-12-21 13:38:10 main:581] : INFO : Epoch 828 | loss: 0.0312194 | val_loss: 0.0312191 | Time: 1994.75 ms [2020-12-21 13:38:12 main:581] : INFO : Epoch 829 | loss: 0.0312168 | val_loss: 0.0312205 | Time: 1996.17 ms [2020-12-21 13:38:14 main:581] : INFO : Epoch 830 | loss: 0.0312183 | val_loss: 0.0312183 | Time: 2003.24 ms [2020-12-21 13:38:16 main:581] : INFO : Epoch 831 | loss: 0.031217 | val_loss: 0.0312191 | Time: 2003.64 ms [2020-12-21 13:38:18 main:581] : INFO : Epoch 832 | loss: 0.031217 | val_loss: 0.0312194 | Time: 1995.11 ms [2020-12-21 13:38:20 main:581] : INFO : Epoch 833 | loss: 0.0312169 | val_loss: 0.031219 | Time: 2001.22 ms [2020-12-21 13:38:22 main:581] : INFO : Epoch 834 | loss: 0.0312171 | val_loss: 0.0312184 | Time: 2002.43 ms [2020-12-21 13:38:24 main:581] : INFO : Epoch 835 | loss: 0.0312174 | val_loss: 0.0312208 | Time: 2005.65 ms [2020-12-21 13:38:26 main:581] : INFO : Epoch 836 | loss: 0.0312182 | val_loss: 0.0312191 | Time: 2003.59 ms [2020-12-21 13:38:29 main:581] : INFO : Epoch 837 | loss: 0.0312174 | val_loss: 0.0312181 | Time: 2003.83 ms [2020-12-21 13:38:30 main:581] : INFO : Epoch 838 | loss: 0.0312168 | val_loss: 0.0312204 | Time: 1997.31 ms [2020-12-21 13:38:33 main:581] : INFO : Epoch 839 | loss: 0.0312192 | val_loss: 0.0312196 | Time: 2003.12 ms [2020-12-21 13:38:35 main:581] : INFO : Epoch 840 | loss: 0.0312173 | val_loss: 0.0312186 | Time: 2003.24 ms [2020-12-21 13:38:37 main:581] : INFO : Epoch 841 | loss: 0.0312168 | val_loss: 0.0312198 | Time: 2005.05 ms [2020-12-21 13:38:39 main:581] : INFO : Epoch 842 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 2005.87 ms [2020-12-21 13:38:41 main:581] : INFO : Epoch 843 | loss: 0.0312167 | val_loss: 0.0312193 | Time: 2007.67 ms [2020-12-21 13:38:43 main:581] : INFO : Epoch 844 | loss: 0.0312172 | val_loss: 0.0312183 | Time: 2006.49 ms [2020-12-21 13:38:45 main:581] : INFO : Epoch 845 | loss: 0.0312187 | val_loss: 0.0312194 | Time: 2000.79 ms [2020-12-21 13:38:47 main:581] : INFO : Epoch 846 | loss: 0.0312174 | val_loss: 0.0312191 | Time: 2009 ms [2020-12-21 13:38:49 main:581] : INFO : Epoch 847 | loss: 0.0312167 | val_loss: 0.0312186 | Time: 2010.81 ms [2020-12-21 13:38:51 main:581] : INFO : Epoch 848 | loss: 0.0312166 | val_loss: 0.0312193 | Time: 2001.94 ms [2020-12-21 13:38:53 main:581] : INFO : Epoch 849 | loss: 0.031217 | val_loss: 0.0312182 | Time: 2005.43 ms [2020-12-21 13:38:55 main:581] : INFO : Epoch 850 | loss: 0.0312177 | val_loss: 0.0312188 | Time: 2002.16 ms [2020-12-21 13:38:57 main:581] : INFO : Epoch 851 | loss: 0.0312179 | val_loss: 0.0312197 | Time: 2004.86 ms [2020-12-21 13:38:59 main:581] : INFO : Epoch 852 | loss: 0.0312175 | val_loss: 0.031219 | Time: 2005.37 ms [2020-12-21 13:39:01 main:581] : INFO : Epoch 853 | loss: 0.0312171 | val_loss: 0.031221 | Time: 1996.51 ms [2020-12-21 13:39:03 main:581] : INFO : Epoch 854 | loss: 0.031217 | val_loss: 0.0312184 | Time: 2012.63 ms [2020-12-21 13:39:05 main:581] : INFO : Epoch 855 | loss: 0.0312173 | val_loss: 0.0312185 | Time: 1996.82 ms [2020-12-21 13:39:07 main:581] : INFO : Epoch 856 | loss: 0.0312192 | val_loss: 0.0312212 | Time: 2002.22 ms [2020-12-21 13:39:09 main:581] : INFO : Epoch 857 | loss: 0.0312193 | val_loss: 0.0312223 | Time: 2004.21 ms [2020-12-21 13:39:11 main:581] : INFO : Epoch 858 | loss: 0.0312191 | val_loss: 0.0312194 | Time: 1995.91 ms [2020-12-21 13:39:13 main:581] : INFO : Epoch 859 | loss: 0.0312164 | val_loss: 0.0312196 | Time: 2016 ms [2020-12-21 13:39:15 main:581] : INFO : Epoch 860 | loss: 0.0312166 | val_loss: 0.0312184 | Time: 2002.22 ms [2020-12-21 13:39:17 main:581] : INFO : Epoch 861 | loss: 0.0312167 | val_loss: 0.0312181 | Time: 1997.06 ms [2020-12-21 13:39:19 main:581] : INFO : Epoch 862 | loss: 0.0312165 | val_loss: 0.031219 | Time: 2003.09 ms [2020-12-21 13:39:21 main:581] : INFO : Epoch 863 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 1996.19 ms [2020-12-21 13:39:23 main:581] : INFO : Epoch 864 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 2006.19 ms [2020-12-21 13:39:25 main:581] : INFO : Epoch 865 | loss: 0.031217 | val_loss: 0.0312196 | Time: 1996.59 ms [2020-12-21 13:39:27 main:581] : INFO : Epoch 866 | loss: 0.0312168 | val_loss: 0.0312185 | Time: 2001.84 ms [2020-12-21 13:39:29 main:581] : INFO : Epoch 867 | loss: 0.0312168 | val_loss: 0.0312194 | Time: 2003.22 ms [2020-12-21 13:39:31 main:581] : INFO : Epoch 868 | loss: 0.0312184 | val_loss: 0.0312222 | Time: 2004.28 ms [2020-12-21 13:39:33 main:581] : INFO : Epoch 869 | loss: 0.0312185 | val_loss: 0.0312201 | Time: 2007.06 ms [2020-12-21 13:39:35 main:581] : INFO : Epoch 870 | loss: 0.0312169 | val_loss: 0.031219 | Time: 2005.92 ms [2020-12-21 13:39:37 main:581] : INFO : Epoch 871 | loss: 0.0312181 | val_loss: 0.031219 | Time: 2024.21 ms [2020-12-21 13:39:39 main:581] : INFO : Epoch 872 | loss: 0.0312173 | val_loss: 0.0312195 | Time: 1997.96 ms [2020-12-21 13:39:41 main:581] : INFO : Epoch 873 | loss: 0.0312168 | val_loss: 0.0312196 | Time: 2007.67 ms [2020-12-21 13:39:43 main:581] : INFO : Epoch 874 | loss: 0.0312178 | val_loss: 0.0312198 | Time: 1993.88 ms [2020-12-21 13:39:45 main:581] : INFO : Epoch 875 | loss: 0.0312172 | val_loss: 0.0312184 | Time: 2003.13 ms [2020-12-21 13:39:47 main:581] : INFO : Epoch 876 | loss: 0.031217 | val_loss: 0.0312191 | Time: 2003.19 ms [2020-12-21 13:39:49 main:581] : INFO : Epoch 877 | loss: 0.0312168 | val_loss: 0.0312191 | Time: 2003.07 ms [2020-12-21 13:39:51 main:581] : INFO : Epoch 878 | loss: 0.0312164 | val_loss: 0.03122 | Time: 2004.28 ms [2020-12-21 13:39:53 main:581] : INFO : Epoch 879 | loss: 0.0312181 | val_loss: 0.0312181 | Time: 2004.26 ms [2020-12-21 13:39:55 main:581] : INFO : Epoch 880 | loss: 0.0312172 | val_loss: 0.0312202 | Time: 1993.52 ms [2020-12-21 13:39:57 main:581] : INFO : Epoch 881 | loss: 0.0312185 | val_loss: 0.0312223 | Time: 2004.76 ms [2020-12-21 13:39:59 main:581] : INFO : Epoch 882 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 2004.26 ms [2020-12-21 13:40:01 main:581] : INFO : Epoch 883 | loss: 0.0312162 | val_loss: 0.0312198 | Time: 2004.24 ms [2020-12-21 13:40:03 main:581] : INFO : Epoch 884 | loss: 0.0312168 | val_loss: 0.0312194 | Time: 1996.98 ms [2020-12-21 13:40:05 main:581] : INFO : Epoch 885 | loss: 0.0312189 | val_loss: 0.0312249 | Time: 1987.49 ms [2020-12-21 13:40:07 main:581] : INFO : Epoch 886 | loss: 0.0312187 | val_loss: 0.031219 | Time: 2001.22 ms [2020-12-21 13:40:09 main:581] : INFO : Epoch 887 | loss: 0.0312181 | val_loss: 0.0312183 | Time: 1997.13 ms [2020-12-21 13:40:11 main:581] : INFO : Epoch 888 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 2005.31 ms [2020-12-21 13:40:13 main:581] : INFO : Epoch 889 | loss: 0.0312178 | val_loss: 0.0312197 | Time: 2003.51 ms [2020-12-21 13:40:15 main:581] : INFO : Epoch 890 | loss: 0.0312173 | val_loss: 0.0312205 | Time: 1997.18 ms [2020-12-21 13:40:17 main:581] : INFO : Epoch 891 | loss: 0.0312189 | val_loss: 0.0312186 | Time: 2002.88 ms [2020-12-21 13:40:19 main:581] : INFO : Epoch 892 | loss: 0.0312178 | val_loss: 0.0312197 | Time: 2001.1 ms [2020-12-21 13:40:21 main:581] : INFO : Epoch 893 | loss: 0.031219 | val_loss: 0.0312189 | Time: 2001.11 ms [2020-12-21 13:40:23 main:581] : INFO : Epoch 894 | loss: 0.0312171 | val_loss: 0.0312197 | Time: 2001.79 ms [2020-12-21 13:40:25 main:581] : INFO : Epoch 895 | loss: 0.0312168 | val_loss: 0.0312184 | Time: 1995.76 ms [2020-12-21 13:40:27 main:581] : INFO : Epoch 896 | loss: 0.0312172 | val_loss: 0.0312191 | Time: 2002.11 ms [2020-12-21 13:40:29 main:581] : INFO : Epoch 897 | loss: 0.031217 | val_loss: 0.0312184 | Time: 2001.09 ms [2020-12-21 13:40:31 main:581] : INFO : Epoch 898 | loss: 0.0312169 | val_loss: 0.0312185 | Time: 2001.87 ms [2020-12-21 13:40:33 main:581] : INFO : Epoch 899 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 2003.05 ms [2020-12-21 13:40:35 main:581] : INFO : Epoch 900 | loss: 0.0312173 | val_loss: 0.0312192 | Time: 1990.4 ms [2020-12-21 13:40:37 main:581] : INFO : Epoch 901 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 2007.42 ms [2020-12-21 13:40:39 main:581] : INFO : Epoch 902 | loss: 0.0312168 | val_loss: 0.0312227 | Time: 1990.59 ms [2020-12-21 13:40:41 main:581] : INFO : Epoch 903 | loss: 0.0312195 | val_loss: 0.0312213 | Time: 2000.51 ms [2020-12-21 13:40:43 main:581] : INFO : Epoch 904 | loss: 0.0312175 | val_loss: 0.0312188 | Time: 1995.44 ms [2020-12-21 13:40:45 main:581] : INFO : Epoch 905 | loss: 0.0312169 | val_loss: 0.0312201 | Time: 2008.91 ms [2020-12-21 13:40:47 main:581] : INFO : Epoch 906 | loss: 0.0312171 | val_loss: 0.0312191 | Time: 1997.93 ms [2020-12-21 13:40:49 main:581] : INFO : Epoch 907 | loss: 0.0312169 | val_loss: 0.0312182 | Time: 1998.78 ms [2020-12-21 13:40:51 main:581] : INFO : Epoch 908 | loss: 0.0312169 | val_loss: 0.0312194 | Time: 1998.19 ms [2020-12-21 13:40:53 main:581] : INFO : Epoch 909 | loss: 0.0312165 | val_loss: 0.0312201 | Time: 1995.54 ms [2020-12-21 13:40:55 main:581] : INFO : Epoch 910 | loss: 0.0312175 | val_loss: 0.0312187 | Time: 1999.55 ms [2020-12-21 13:40:57 main:581] : INFO : Epoch 911 | loss: 0.0312168 | val_loss: 0.031219 | Time: 2000.97 ms [2020-12-21 13:40:59 main:581] : INFO : Epoch 912 | loss: 0.0312179 | val_loss: 0.0312189 | Time: 1999.54 ms [2020-12-21 13:41:01 main:581] : INFO : Epoch 913 | loss: 0.0312175 | val_loss: 0.0312206 | Time: 1992.43 ms [2020-12-21 13:41:03 main:581] : INFO : Epoch 914 | loss: 0.0312189 | val_loss: 0.0312186 | Time: 2001.03 ms [2020-12-21 13:41:05 main:581] : INFO : Epoch 915 | loss: 0.0312178 | val_loss: 0.0312187 | Time: 2007.51 ms [2020-12-21 13:41:07 main:581] : INFO : Epoch 916 | loss: 0.0312172 | val_loss: 0.0312188 | Time: 1996.12 ms [2020-12-21 13:41:09 main:581] : INFO : Epoch 917 | loss: 0.0312182 | val_loss: 0.0312201 | Time: 1991.2 ms [2020-12-21 13:41:11 main:581] : INFO : Epoch 918 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 1998.96 ms [2020-12-21 13:41:13 main:581] : INFO : Epoch 919 | loss: 0.0312184 | val_loss: 0.0312213 | Time: 1999.43 ms [2020-12-21 13:41:15 main:581] : INFO : Epoch 920 | loss: 0.031219 | val_loss: 0.0312183 | Time: 2000.85 ms [2020-12-21 13:41:17 main:581] : INFO : Epoch 921 | loss: 0.031217 | val_loss: 0.0312183 | Time: 2000.29 ms [2020-12-21 13:41:19 main:581] : INFO : Epoch 922 | loss: 0.0312167 | val_loss: 0.0312194 | Time: 2001.08 ms [2020-12-21 13:41:21 main:581] : INFO : Epoch 923 | loss: 0.0312176 | val_loss: 0.0312258 | Time: 1999.73 ms [2020-12-21 13:41:23 main:581] : INFO : Epoch 924 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 1998.76 ms [2020-12-21 13:41:25 main:581] : INFO : Epoch 925 | loss: 0.0312173 | val_loss: 0.0312184 | Time: 1998.34 ms [2020-12-21 13:41:27 main:581] : INFO : Epoch 926 | loss: 0.0312167 | val_loss: 0.0312196 | Time: 1994.99 ms [2020-12-21 13:41:29 main:581] : INFO : Epoch 927 | loss: 0.0312178 | val_loss: 0.0312199 | Time: 2000.54 ms [2020-12-21 13:41:31 main:581] : INFO : Epoch 928 | loss: 0.0312195 | val_loss: 0.0312226 | Time: 1990.25 ms [2020-12-21 13:41:33 main:581] : INFO : Epoch 929 | loss: 0.0312184 | val_loss: 0.0312197 | Time: 2000.83 ms [2020-12-21 13:41:35 main:581] : INFO : Epoch 930 | loss: 0.0312183 | val_loss: 0.0312183 | Time: 1998.16 ms [2020-12-21 13:41:37 main:581] : INFO : Epoch 931 | loss: 0.0312175 | val_loss: 0.0312187 | Time: 1997.79 ms [2020-12-21 13:41:39 main:581] : INFO : Epoch 932 | loss: 0.0312164 | val_loss: 0.0312189 | Time: 2009.02 ms [2020-12-21 13:41:41 main:581] : INFO : Epoch 933 | loss: 0.0312177 | val_loss: 0.0312186 | Time: 1994.11 ms [2020-12-21 13:41:43 main:581] : INFO : Epoch 934 | loss: 0.0312168 | val_loss: 0.0312185 | Time: 2012 ms [2020-12-21 13:41:45 main:581] : INFO : Epoch 935 | loss: 0.0312167 | val_loss: 0.0312198 | Time: 2002.18 ms [2020-12-21 13:41:47 main:581] : INFO : Epoch 936 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 2000.11 ms [2020-12-21 13:41:49 main:581] : INFO : Epoch 937 | loss: 0.031217 | val_loss: 0.0312187 | Time: 2001.72 ms [2020-12-21 13:41:51 main:581] : INFO : Epoch 938 | loss: 0.0312173 | val_loss: 0.0312184 | Time: 2002.11 ms [2020-12-21 13:41:53 main:581] : INFO : Epoch 939 | loss: 0.0312167 | val_loss: 0.0312209 | Time: 2004.05 ms [2020-12-21 13:41:55 main:581] : INFO : Epoch 940 | loss: 0.0312186 | val_loss: 0.0312212 | Time: 2003.85 ms [2020-12-21 13:41:57 main:581] : INFO : Epoch 941 | loss: 0.0312172 | val_loss: 0.0312188 | Time: 2003.11 ms [2020-12-21 13:41:59 main:581] : INFO : Epoch 942 | loss: 0.0312179 | val_loss: 0.0312186 | Time: 1997.7 ms [2020-12-21 13:42:01 main:581] : INFO : Epoch 943 | loss: 0.031217 | val_loss: 0.0312184 | Time: 2003.47 ms [2020-12-21 13:42:03 main:581] : INFO : Epoch 944 | loss: 0.0312172 | val_loss: 0.0312187 | Time: 1993.6 ms [2020-12-21 13:42:05 main:581] : INFO : Epoch 945 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 2002.18 ms [2020-12-21 13:42:07 main:581] : INFO : Epoch 946 | loss: 0.0312174 | val_loss: 0.0312184 | Time: 1985.42 ms [2020-12-21 13:42:09 main:581] : INFO : Epoch 947 | loss: 0.031217 | val_loss: 0.0312212 | Time: 2001.28 ms [2020-12-21 13:42:11 main:581] : INFO : Epoch 948 | loss: 0.0312175 | val_loss: 0.0312186 | Time: 1996.77 ms [2020-12-21 13:42:13 main:581] : INFO : Epoch 949 | loss: 0.031218 | val_loss: 0.0312183 | Time: 2002.64 ms [2020-12-21 13:42:15 main:581] : INFO : Epoch 950 | loss: 0.0312174 | val_loss: 0.0312191 | Time: 2004.09 ms [2020-12-21 13:42:17 main:581] : INFO : Epoch 951 | loss: 0.0312173 | val_loss: 0.0312183 | Time: 2000.46 ms [2020-12-21 13:42:19 main:581] : INFO : Epoch 952 | loss: 0.0312178 | val_loss: 0.0312183 | Time: 2009.2 ms [2020-12-21 13:42:21 main:581] : INFO : Epoch 953 | loss: 0.0312165 | val_loss: 0.0312218 | Time: 1994.57 ms [2020-12-21 13:42:23 main:581] : INFO : Epoch 954 | loss: 0.0312168 | val_loss: 0.0312184 | Time: 2011.01 ms [2020-12-21 13:42:25 main:581] : INFO : Epoch 955 | loss: 0.031217 | val_loss: 0.0312193 | Time: 2002.4 ms [2020-12-21 13:42:27 main:581] : INFO : Epoch 956 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 2005.89 ms [2020-12-21 13:42:29 main:581] : INFO : Epoch 957 | loss: 0.031217 | val_loss: 0.0312184 | Time: 1999.1 ms [2020-12-21 13:42:31 main:581] : INFO : Epoch 958 | loss: 0.0312171 | val_loss: 0.0312205 | Time: 2010.06 ms [2020-12-21 13:42:33 main:581] : INFO : Epoch 959 | loss: 0.0312172 | val_loss: 0.0312197 | Time: 2006.11 ms [2020-12-21 13:42:35 main:581] : INFO : Epoch 960 | loss: 0.0312172 | val_loss: 0.031225 | Time: 2007.57 ms [2020-12-21 13:42:37 main:581] : INFO : Epoch 961 | loss: 0.0312207 | val_loss: 0.0312223 | Time: 1998.52 ms [2020-12-21 13:42:39 main:581] : INFO : Epoch 962 | loss: 0.0312181 | val_loss: 0.0312211 | Time: 2006 ms [2020-12-21 13:42:41 main:581] : INFO : Epoch 963 | loss: 0.0312173 | val_loss: 0.0312189 | Time: 2013.69 ms [2020-12-21 13:42:43 main:581] : INFO : Epoch 964 | loss: 0.0312188 | val_loss: 0.0312186 | Time: 1994.59 ms [2020-12-21 13:42:45 main:581] : INFO : Epoch 965 | loss: 0.0312168 | val_loss: 0.0312185 | Time: 2005.55 ms [2020-12-21 13:42:47 main:581] : INFO : Epoch 966 | loss: 0.0312193 | val_loss: 0.0312188 | Time: 2014.23 ms [2020-12-21 13:42:49 main:581] : INFO : Epoch 967 | loss: 0.0312187 | val_loss: 0.0312188 | Time: 2004.62 ms [2020-12-21 13:42:51 main:581] : INFO : Epoch 968 | loss: 0.0312174 | val_loss: 0.0312196 | Time: 2006.44 ms [2020-12-21 13:42:53 main:581] : INFO : Epoch 969 | loss: 0.031217 | val_loss: 0.0312187 | Time: 2009.95 ms [2020-12-21 13:42:55 main:581] : INFO : Epoch 970 | loss: 0.031217 | val_loss: 0.0312188 | Time: 2003.93 ms [2020-12-21 13:42:57 main:581] : INFO : Epoch 971 | loss: 0.0312182 | val_loss: 0.0312289 | Time: 2001.74 ms [2020-12-21 13:42:59 main:581] : INFO : Epoch 972 | loss: 0.0312227 | val_loss: 0.0312218 | Time: 2005.12 ms [2020-12-21 13:43:01 main:581] : INFO : Epoch 973 | loss: 0.0312202 | val_loss: 0.0312204 | Time: 1998.38 ms [2020-12-21 13:43:03 main:581] : INFO : Epoch 974 | loss: 0.0312191 | val_loss: 0.0312197 | Time: 2011.98 ms [2020-12-21 13:43:05 main:581] : INFO : Epoch 975 | loss: 0.0312183 | val_loss: 0.0312209 | Time: 1993.87 ms [2020-12-21 13:43:07 main:581] : INFO : Epoch 976 | loss: 0.0312193 | val_loss: 0.0312196 | Time: 2003.53 ms [2020-12-21 13:43:09 main:581] : INFO : Epoch 977 | loss: 0.0312173 | val_loss: 0.0312185 | Time: 2003.04 ms [2020-12-21 13:43:11 main:581] : INFO : Epoch 978 | loss: 0.0312175 | val_loss: 0.0312188 | Time: 2003.49 ms [2020-12-21 13:43:13 main:581] : INFO : Epoch 979 | loss: 0.031217 | val_loss: 0.0312184 | Time: 2005.65 ms [2020-12-21 13:43:15 main:581] : INFO : Epoch 980 | loss: 0.0312167 | val_loss: 0.0312181 | Time: 2008.05 ms [2020-12-21 13:43:17 main:581] : INFO : Epoch 981 | loss: 0.0312181 | val_loss: 0.0312184 | Time: 2003.96 ms [2020-12-21 13:43:19 main:581] : INFO : Epoch 982 | loss: 0.0312166 | val_loss: 0.0312194 | Time: 2001.45 ms [2020-12-21 13:43:21 main:581] : INFO : Epoch 983 | loss: 0.0312176 | val_loss: 0.0312203 | Time: 1993.73 ms [2020-12-21 13:43:23 main:581] : INFO : Epoch 984 | loss: 0.0312175 | val_loss: 0.0312183 | Time: 2001.9 ms [2020-12-21 13:43:25 main:581] : INFO : Epoch 985 | loss: 0.0312172 | val_loss: 0.03122 | Time: 1997.56 ms [2020-12-21 13:43:27 main:581] : INFO : Epoch 986 | loss: 0.031218 | val_loss: 0.0312189 | Time: 1994.86 ms [2020-12-21 13:43:29 main:581] : INFO : Epoch 987 | loss: 0.0312172 | val_loss: 0.0312182 | Time: 2001.38 ms [2020-12-21 13:43:31 main:581] : INFO : Epoch 988 | loss: 0.0312175 | val_loss: 0.031219 | Time: 2000.03 ms [2020-12-21 13:43:33 main:581] : INFO : Epoch 989 | loss: 0.0312179 | val_loss: 0.0312212 | Time: 1998.18 ms [2020-12-21 13:43:35 main:581] : INFO : Epoch 990 | loss: 0.031219 | val_loss: 0.0312206 | Time: 2003.31 ms [2020-12-21 13:43:37 main:581] : INFO : Epoch 991 | loss: 0.031218 | val_loss: 0.0312195 | Time: 2000.76 ms [2020-12-21 13:43:39 main:581] : INFO : Epoch 992 | loss: 0.031217 | val_loss: 0.0312184 | Time: 2002.12 ms [2020-12-21 13:43:41 main:581] : INFO : Epoch 993 | loss: 0.0312179 | val_loss: 0.0312192 | Time: 1993.35 ms [2020-12-21 13:43:43 main:581] : INFO : Epoch 994 | loss: 0.0312167 | val_loss: 0.0312214 | Time: 2000.49 ms [2020-12-21 13:43:45 main:581] : INFO : Epoch 995 | loss: 0.0312176 | val_loss: 0.0312184 | Time: 2002.9 ms [2020-12-21 13:43:47 main:581] : INFO : Epoch 996 | loss: 0.0312172 | val_loss: 0.0312195 | Time: 1993.65 ms [2020-12-21 13:43:49 main:581] : INFO : Epoch 997 | loss: 0.0312172 | val_loss: 0.0312182 | Time: 2003.25 ms [2020-12-21 13:43:51 main:581] : INFO : Epoch 998 | loss: 0.0312179 | val_loss: 0.0312184 | Time: 2001.01 ms [2020-12-21 13:43:53 main:581] : INFO : Epoch 999 | loss: 0.03122 | val_loss: 0.0312265 | Time: 1996.24 ms [2020-12-21 13:43:55 main:581] : INFO : Epoch 1000 | loss: 0.0312215 | val_loss: 0.0312207 | Time: 2003.99 ms [2020-12-21 13:43:57 main:581] : INFO : Epoch 1001 | loss: 0.0312171 | val_loss: 0.0312184 | Time: 2004.47 ms [2020-12-21 13:43:59 main:581] : INFO : Epoch 1002 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 2000.85 ms [2020-12-21 13:44:01 main:581] : INFO : Epoch 1003 | loss: 0.0312168 | val_loss: 0.0312186 | Time: 2003.59 ms [2020-12-21 13:44:03 main:581] : INFO : Epoch 1004 | loss: 0.0312166 | val_loss: 0.0312181 | Time: 1995.09 ms [2020-12-21 13:44:05 main:581] : INFO : Epoch 1005 | loss: 0.0312171 | val_loss: 0.0312194 | Time: 2005.17 ms [2020-12-21 13:44:07 main:581] : INFO : Epoch 1006 | loss: 0.0312174 | val_loss: 0.0312181 | Time: 2002.46 ms [2020-12-21 13:44:09 main:581] : INFO : Epoch 1007 | loss: 0.0312171 | val_loss: 0.0312188 | Time: 1995.05 ms [2020-12-21 13:44:11 main:581] : INFO : Epoch 1008 | loss: 0.0312174 | val_loss: 0.0312194 | Time: 2013.31 ms [2020-12-21 13:44:13 main:581] : INFO : Epoch 1009 | loss: 0.0312167 | val_loss: 0.0312181 | Time: 2006.21 ms [2020-12-21 13:44:15 main:581] : INFO : Epoch 1010 | loss: 0.0312185 | val_loss: 0.0312204 | Time: 2004.08 ms [2020-12-21 13:44:17 main:581] : INFO : Epoch 1011 | loss: 0.0312166 | val_loss: 0.0312184 | Time: 2004.04 ms [2020-12-21 13:44:19 main:581] : INFO : Epoch 1012 | loss: 0.031217 | val_loss: 0.0312186 | Time: 2003.84 ms [2020-12-21 13:44:21 main:581] : INFO : Epoch 1013 | loss: 0.0312168 | val_loss: 0.0312189 | Time: 2004.7 ms [2020-12-21 13:44:23 main:581] : INFO : Epoch 1014 | loss: 0.0312176 | val_loss: 0.0312185 | Time: 1995.93 ms [2020-12-21 13:44:25 main:581] : INFO : Epoch 1015 | loss: 0.0312174 | val_loss: 0.0312192 | Time: 2009.62 ms [2020-12-21 13:44:27 main:581] : INFO : Epoch 1016 | loss: 0.0312172 | val_loss: 0.0312199 | Time: 1999.18 ms [2020-12-21 13:44:29 main:581] : INFO : Epoch 1017 | loss: 0.0312187 | val_loss: 0.0312233 | Time: 2000.47 ms [2020-12-21 13:44:31 main:581] : INFO : Epoch 1018 | loss: 0.0312203 | val_loss: 0.0312258 | Time: 2002.93 ms [2020-12-21 13:44:33 main:581] : INFO : Epoch 1019 | loss: 0.0312188 | val_loss: 0.0312236 | Time: 2002.12 ms [2020-12-21 13:44:35 main:581] : INFO : Epoch 1020 | loss: 0.0312189 | val_loss: 0.0312193 | Time: 1994.23 ms [2020-12-21 13:44:37 main:581] : INFO : Epoch 1021 | loss: 0.0312169 | val_loss: 0.0312184 | Time: 1991.72 ms [2020-12-21 13:44:39 main:581] : INFO : Epoch 1022 | loss: 0.0312171 | val_loss: 0.031219 | Time: 1997.44 ms [2020-12-21 13:44:41 main:581] : INFO : Epoch 1023 | loss: 0.0312173 | val_loss: 0.0312186 | Time: 2009.61 ms [2020-12-21 13:44:43 main:581] : INFO : Epoch 1024 | loss: 0.0312192 | val_loss: 0.0312192 | Time: 2005.63 ms [2020-12-21 13:44:43 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312192 [2020-12-21 13:44:43 main:610] : INFO : Saving end state to config to file [2020-12-21 13:44:43 main:615] : INFO : Success, exiting.. 13:44:43 (785257): 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)