Task 3362126
| Name | ParityModified-1606530640-4658-6_0 |
| Workunit | 1622110 |
| Created | 19 Dec 2020, 23:02:14 UTC |
| Sent | 20 Dec 2020, 20:43:58 UTC |
| Report deadline | 27 Dec 2020, 20:43:58 UTC |
| Received | 21 Dec 2020, 10:32:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 21 sec |
| CPU time | 34 min 17 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> ain:581] : INFO : Epoch 510 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 1976.42 ms [2020-12-21 04:14:17 main:581] : INFO : Epoch 511 | loss: 0.0311906 | val_loss: 0.0311972 | Time: 2001.15 ms [2020-12-21 04:14:19 main:581] : INFO : Epoch 512 | loss: 0.0311923 | val_loss: 0.0312023 | Time: 2000.32 ms [2020-12-21 04:14:21 main:581] : INFO : Epoch 513 | loss: 0.0311949 | val_loss: 0.031197 | Time: 2003.07 ms [2020-12-21 04:14:23 main:581] : INFO : Epoch 514 | loss: 0.0311933 | val_loss: 0.0311964 | Time: 2003.5 ms [2020-12-21 04:14:25 main:581] : INFO : Epoch 515 | loss: 0.0311921 | val_loss: 0.0311954 | Time: 2000.55 ms [2020-12-21 04:14:27 main:581] : INFO : Epoch 516 | loss: 0.0311912 | val_loss: 0.0311957 | Time: 2011.52 ms [2020-12-21 04:14:29 main:581] : INFO : Epoch 517 | loss: 0.0311907 | val_loss: 0.0311973 | Time: 2007.37 ms [2020-12-21 04:14:31 main:581] : INFO : Epoch 518 | loss: 0.0311904 | val_loss: 0.0311954 | Time: 2010.86 ms [2020-12-21 04:14:33 main:581] : INFO : Epoch 519 | loss: 0.0311932 | val_loss: 0.0311996 | Time: 1996.9 ms [2020-12-21 04:14:35 main:581] : INFO : Epoch 520 | loss: 0.031193 | val_loss: 0.0311968 | Time: 2006.85 ms [2020-12-21 04:14:37 main:581] : INFO : Epoch 521 | loss: 0.0311909 | val_loss: 0.031196 | Time: 2004.86 ms [2020-12-21 04:14:39 main:581] : INFO : Epoch 522 | loss: 0.0311918 | val_loss: 0.0311956 | Time: 1999.97 ms [2020-12-21 04:14:41 main:581] : INFO : Epoch 523 | loss: 0.0311909 | val_loss: 0.0311994 | Time: 1997.95 ms [2020-12-21 04:14:43 main:581] : INFO : Epoch 524 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 2006.11 ms [2020-12-21 04:14:45 main:581] : INFO : Epoch 525 | loss: 0.0311914 | val_loss: 0.031194 | Time: 2003.05 ms [2020-12-21 04:14:47 main:581] : INFO : Epoch 526 | loss: 0.0311914 | val_loss: 0.0311949 | Time: 1997.82 ms [2020-12-21 04:14:49 main:581] : INFO : Epoch 527 | loss: 0.0311922 | val_loss: 0.0311964 | Time: 1996 ms [2020-12-21 04:14:51 main:581] : INFO : Epoch 528 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 2006.68 ms [2020-12-21 04:14:53 main:581] : INFO : Epoch 529 | loss: 0.0311937 | val_loss: 0.0311988 | Time: 1994.44 ms [2020-12-21 04:14:55 main:581] : INFO : Epoch 530 | loss: 0.0311928 | val_loss: 0.0312011 | Time: 2007.01 ms [2020-12-21 04:14:57 main:581] : INFO : Epoch 531 | loss: 0.0311931 | val_loss: 0.0311958 | Time: 2002.24 ms [2020-12-21 04:14:59 main:581] : INFO : Epoch 532 | loss: 0.0311917 | val_loss: 0.0311959 | Time: 1997.53 ms [2020-12-21 04:15:01 main:581] : INFO : Epoch 533 | loss: 0.0311913 | val_loss: 0.0311954 | Time: 2007.81 ms [2020-12-21 04:15:03 main:581] : INFO : Epoch 534 | loss: 0.0311915 | val_loss: 0.031194 | Time: 2000.52 ms [2020-12-21 04:15:05 main:581] : INFO : Epoch 535 | loss: 0.0311949 | val_loss: 0.0311937 | Time: 2003.13 ms [2020-12-21 04:15:07 main:581] : INFO : Epoch 536 | loss: 0.031192 | val_loss: 0.0311941 | Time: 2010.43 ms [2020-12-21 04:15:09 main:581] : INFO : Epoch 537 | loss: 0.0311917 | val_loss: 0.0311943 | Time: 2005.82 ms [2020-12-21 04:15:11 main:581] : INFO : Epoch 538 | loss: 0.0311949 | val_loss: 0.0311964 | Time: 2011.3 ms [2020-12-21 04:15:13 main:581] : INFO : Epoch 539 | loss: 0.0311917 | val_loss: 0.0311946 | Time: 2008.92 ms [2020-12-21 04:15:15 main:581] : INFO : Epoch 540 | loss: 0.0311911 | val_loss: 0.0312002 | Time: 2004.5 ms [2020-12-21 04:15:17 main:581] : INFO : Epoch 541 | loss: 0.0311947 | val_loss: 0.0311997 | Time: 2006.25 ms [2020-12-21 04:15:19 main:581] : INFO : Epoch 542 | loss: 0.0311939 | val_loss: 0.0312027 | Time: 1999.42 ms [2020-12-21 04:15:21 main:581] : INFO : Epoch 543 | loss: 0.0311931 | val_loss: 0.0311964 | Time: 2005.55 ms [2020-12-21 04:15:23 main:581] : INFO : Epoch 544 | loss: 0.031192 | val_loss: 0.0311967 | Time: 2004.25 ms [2020-12-21 04:15:25 main:581] : INFO : Epoch 545 | loss: 0.0311907 | val_loss: 0.031194 | Time: 2001.34 ms [2020-12-21 04:15:27 main:581] : INFO : Epoch 546 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 2004.17 ms [2020-12-21 04:15:29 main:581] : INFO : Epoch 547 | loss: 0.0311901 | val_loss: 0.0311939 | Time: 2009.78 ms [2020-12-21 04:15:31 main:581] : INFO : Epoch 548 | loss: 0.0311917 | val_loss: 0.0311999 | Time: 2002.45 ms [2020-12-21 04:15:33 main:581] : INFO : Epoch 549 | loss: 0.031196 | val_loss: 0.0311965 | Time: 2000.98 ms [2020-12-21 04:15:35 main:581] : INFO : Epoch 550 | loss: 0.0311935 | val_loss: 0.0311952 | Time: 1997.1 ms [2020-12-21 04:15:37 main:581] : INFO : Epoch 551 | loss: 0.0311928 | val_loss: 0.0311956 | Time: 2004.17 ms [2020-12-21 04:15:39 main:581] : INFO : Epoch 552 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 2001.13 ms [2020-12-21 04:15:41 main:581] : INFO : Epoch 553 | loss: 0.0311934 | val_loss: 0.0311995 | Time: 2008.65 ms [2020-12-21 04:15:43 main:581] : INFO : Epoch 554 | loss: 0.0311943 | val_loss: 0.0311947 | Time: 2005.61 ms [2020-12-21 04:15:45 main:581] : INFO : Epoch 555 | loss: 0.0311926 | val_loss: 0.0311966 | Time: 1995.64 ms [2020-12-21 04:15:47 main:581] : INFO : Epoch 556 | loss: 0.0311925 | val_loss: 0.0311963 | Time: 2003.96 ms [2020-12-21 04:15:49 main:581] : INFO : Epoch 557 | loss: 0.0311948 | val_loss: 0.0312044 | Time: 1999.57 ms [2020-12-21 04:15:51 main:581] : INFO : Epoch 558 | loss: 0.0311941 | val_loss: 0.0311954 | Time: 1998.9 ms [2020-12-21 04:15:53 main:581] : INFO : Epoch 559 | loss: 0.0311925 | val_loss: 0.0312011 | Time: 2001.55 ms [2020-12-21 04:15:55 main:581] : INFO : Epoch 560 | loss: 0.0312007 | val_loss: 0.0312079 | Time: 1999.04 ms [2020-12-21 04:15:57 main:581] : INFO : Epoch 561 | loss: 0.0311998 | val_loss: 0.0311996 | Time: 2005.52 ms [2020-12-21 04:15:59 main:581] : INFO : Epoch 562 | loss: 0.0311955 | val_loss: 0.0311988 | Time: 1999.98 ms [2020-12-21 04:16:01 main:581] : INFO : Epoch 563 | loss: 0.0311937 | val_loss: 0.0312008 | Time: 2010.95 ms [2020-12-21 04:16:03 main:581] : INFO : Epoch 564 | loss: 0.0311933 | val_loss: 0.0312005 | Time: 2002.79 ms [2020-12-21 04:16:05 main:581] : INFO : Epoch 565 | loss: 0.0311931 | val_loss: 0.0312013 | Time: 2006.49 ms [2020-12-21 04:16:07 main:581] : INFO : Epoch 566 | loss: 0.0311932 | val_loss: 0.0311965 | Time: 2002.9 ms [2020-12-21 04:16:09 main:581] : INFO : Epoch 567 | loss: 0.0311942 | val_loss: 0.0311968 | Time: 2002.3 ms [2020-12-21 04:16:11 main:581] : INFO : Epoch 568 | loss: 0.0311917 | val_loss: 0.0311966 | Time: 2004.14 ms [2020-12-21 04:16:13 main:581] : INFO : Epoch 569 | loss: 0.0311927 | val_loss: 0.0311948 | Time: 2005.89 ms [2020-12-21 04:16:15 main:581] : INFO : Epoch 570 | loss: 0.0311917 | val_loss: 0.0311964 | Time: 1998.58 ms [2020-12-21 04:16:17 main:581] : INFO : Epoch 571 | loss: 0.0311922 | val_loss: 0.0311977 | Time: 1994.05 ms [2020-12-21 04:16:19 main:581] : INFO : Epoch 572 | loss: 0.0311909 | val_loss: 0.0311989 | Time: 2003.52 ms [2020-12-21 04:16:21 main:581] : INFO : Epoch 573 | loss: 0.0311905 | val_loss: 0.0311953 | Time: 2004.52 ms [2020-12-21 04:16:23 main:581] : INFO : Epoch 574 | loss: 0.0311905 | val_loss: 0.031195 | Time: 1993.8 ms [2020-12-21 04:16:25 main:581] : INFO : Epoch 575 | loss: 0.0311906 | val_loss: 0.0311966 | Time: 2001.23 ms [2020-12-21 04:16:27 main:581] : INFO : Epoch 576 | loss: 0.0311919 | val_loss: 0.0311989 | Time: 2003.07 ms [2020-12-21 04:16:29 main:581] : INFO : Epoch 577 | loss: 0.0311929 | val_loss: 0.0312001 | Time: 1993.5 ms [2020-12-21 04:16:31 main:581] : INFO : Epoch 578 | loss: 0.031193 | val_loss: 0.0311987 | Time: 2001.25 ms [2020-12-21 04:16:33 main:581] : INFO : Epoch 579 | loss: 0.031193 | val_loss: 0.031203 | Time: 1999.45 ms [2020-12-21 04:16:35 main:581] : INFO : Epoch 580 | loss: 0.0311934 | val_loss: 0.0311997 | Time: 1999.18 ms [2020-12-21 04:16:37 main:581] : INFO : Epoch 581 | loss: 0.0311929 | val_loss: 0.0311975 | Time: 2005.18 ms [2020-12-21 04:16:39 main:581] : INFO : Epoch 582 | loss: 0.0311905 | val_loss: 0.0311955 | Time: 2000.76 ms [2020-12-21 04:16:41 main:581] : INFO : Epoch 583 | loss: 0.0311921 | val_loss: 0.0311973 | Time: 2002.83 ms [2020-12-21 04:16:43 main:581] : INFO : Epoch 584 | loss: 0.0311933 | val_loss: 0.0311979 | Time: 2004.99 ms [2020-12-21 04:16:45 main:581] : INFO : Epoch 585 | loss: 0.0311899 | val_loss: 0.0311969 | Time: 2001.34 ms [2020-12-21 04:16:48 main:581] : INFO : Epoch 586 | loss: 0.0311905 | val_loss: 0.0311968 | Time: 2009.39 ms [2020-12-21 04:16:50 main:581] : INFO : Epoch 587 | loss: 0.0311943 | val_loss: 0.0311988 | Time: 2003.02 ms [2020-12-21 04:16:52 main:581] : INFO : Epoch 588 | loss: 0.0311944 | val_loss: 0.0311975 | Time: 2005.12 ms [2020-12-21 04:16:54 main:581] : INFO : Epoch 589 | loss: 0.0311923 | val_loss: 0.0311992 | Time: 2006.77 ms [2020-12-21 04:16:56 main:581] : INFO : Epoch 590 | loss: 0.0311928 | val_loss: 0.031198 | Time: 2005.91 ms [2020-12-21 04:16:58 main:581] : INFO : Epoch 591 | loss: 0.0311899 | val_loss: 0.0311971 | Time: 1995.93 ms [2020-12-21 04:17:00 main:581] : INFO : Epoch 592 | loss: 0.0311904 | val_loss: 0.0311956 | Time: 2013.18 ms [2020-12-21 04:17:02 main:581] : INFO : Epoch 593 | loss: 0.0311898 | val_loss: 0.0311962 | Time: 2002.75 ms [2020-12-21 04:17:04 main:581] : INFO : Epoch 594 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 2009.05 ms [2020-12-21 04:17:06 main:581] : INFO : Epoch 595 | loss: 0.031192 | val_loss: 0.0312001 | Time: 2008.18 ms [2020-12-21 04:17:08 main:581] : INFO : Epoch 596 | loss: 0.0311907 | val_loss: 0.0311945 | Time: 2008.75 ms [2020-12-21 04:17:10 main:581] : INFO : Epoch 597 | loss: 0.0311888 | val_loss: 0.0311949 | Time: 2005.98 ms [2020-12-21 04:17:12 main:581] : INFO : Epoch 598 | loss: 0.0311891 | val_loss: 0.0311944 | Time: 2008.91 ms [2020-12-21 04:17:14 main:581] : INFO : Epoch 599 | loss: 0.0311895 | val_loss: 0.0311946 | Time: 2011.16 ms [2020-12-21 04:17:16 main:581] : INFO : Epoch 600 | loss: 0.0311889 | val_loss: 0.0311979 | Time: 2006.41 ms [2020-12-21 04:17:18 main:581] : INFO : Epoch 601 | loss: 0.0311891 | val_loss: 0.031194 | Time: 2003.62 ms [2020-12-21 04:17:20 main:581] : INFO : Epoch 602 | loss: 0.0311882 | val_loss: 0.0311944 | Time: 2011.44 ms [2020-12-21 04:17:22 main:581] : INFO : Epoch 603 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 2004.99 ms [2020-12-21 04:17:24 main:581] : INFO : Epoch 604 | loss: 0.0311891 | val_loss: 0.0312013 | Time: 1994.26 ms [2020-12-21 04:17:26 main:581] : INFO : Epoch 605 | loss: 0.0311907 | val_loss: 0.0311949 | Time: 2006.23 ms [2020-12-21 04:17:28 main:581] : INFO : Epoch 606 | loss: 0.0311893 | val_loss: 0.0311932 | Time: 2005.1 ms [2020-12-21 04:17:30 main:581] : INFO : Epoch 607 | loss: 0.0311891 | val_loss: 0.0311933 | Time: 2006.38 ms [2020-12-21 04:17:32 main:581] : INFO : Epoch 608 | loss: 0.031188 | val_loss: 0.0311945 | Time: 2004.13 ms [2020-12-21 04:17:34 main:581] : INFO : Epoch 609 | loss: 0.0311885 | val_loss: 0.0311954 | Time: 2004.45 ms [2020-12-21 04:17:36 main:581] : INFO : Epoch 610 | loss: 0.0311889 | val_loss: 0.0311949 | Time: 2002.62 ms [2020-12-21 04:17:38 main:581] : INFO : Epoch 611 | loss: 0.031189 | val_loss: 0.031198 | Time: 2007.3 ms [2020-12-21 04:17:40 main:581] : INFO : Epoch 612 | loss: 0.0311894 | val_loss: 0.0311948 | Time: 2005.07 ms [2020-12-21 04:17:42 main:581] : INFO : Epoch 613 | loss: 0.0311886 | val_loss: 0.031194 | Time: 2002.74 ms [2020-12-21 04:17:44 main:581] : INFO : Epoch 614 | loss: 0.0311892 | val_loss: 0.0311972 | Time: 2005.73 ms [2020-12-21 04:17:46 main:581] : INFO : Epoch 615 | loss: 0.0311886 | val_loss: 0.0311949 | Time: 2019.61 ms [2020-12-21 04:17:48 main:581] : INFO : Epoch 616 | loss: 0.0311876 | val_loss: 0.031194 | Time: 2000.08 ms [2020-12-21 04:17:50 main:581] : INFO : Epoch 617 | loss: 0.0311893 | val_loss: 0.0311978 | Time: 1998.9 ms [2020-12-21 04:17:52 main:581] : INFO : Epoch 618 | loss: 0.0311927 | val_loss: 0.0312032 | Time: 2013.3 ms [2020-12-21 04:17:54 main:581] : INFO : Epoch 619 | loss: 0.0311957 | val_loss: 0.0311984 | Time: 1995.47 ms [2020-12-21 04:17:56 main:581] : INFO : Epoch 620 | loss: 0.031191 | val_loss: 0.0311946 | Time: 2005.25 ms [2020-12-21 04:17:58 main:581] : INFO : Epoch 621 | loss: 0.0311913 | val_loss: 0.0311998 | Time: 1993.9 ms [2020-12-21 04:18:00 main:581] : INFO : Epoch 622 | loss: 0.0311908 | val_loss: 0.0311966 | Time: 2003.8 ms [2020-12-21 04:18:02 main:581] : INFO : Epoch 623 | loss: 0.0311902 | val_loss: 0.0311987 | Time: 2004.3 ms [2020-12-21 04:18:04 main:581] : INFO : Epoch 624 | loss: 0.031193 | val_loss: 0.0311959 | Time: 2003.61 ms [2020-12-21 04:18:06 main:581] : INFO : Epoch 625 | loss: 0.0311899 | val_loss: 0.0311938 | Time: 1997.29 ms [2020-12-21 04:18:08 main:581] : INFO : Epoch 626 | loss: 0.0311896 | val_loss: 0.0311958 | Time: 2007.85 ms [2020-12-21 04:18:10 main:581] : INFO : Epoch 627 | loss: 0.0311892 | val_loss: 0.0311957 | Time: 2005.4 ms [2020-12-21 04:18:12 main:581] : INFO : Epoch 628 | loss: 0.0311886 | val_loss: 0.0311946 | Time: 2012.11 ms [2020-12-21 04:18:14 main:581] : INFO : Epoch 629 | loss: 0.0311919 | val_loss: 0.0311967 | Time: 2003.34 ms [2020-12-21 04:18:16 main:581] : INFO : Epoch 630 | loss: 0.0311904 | val_loss: 0.0312006 | Time: 2001.62 ms [2020-12-21 04:18:18 main:581] : INFO : Epoch 631 | loss: 0.0311929 | val_loss: 0.0311992 | Time: 2005.74 ms [2020-12-21 04:18:20 main:581] : INFO : Epoch 632 | loss: 0.0311931 | val_loss: 0.0311951 | Time: 2009.67 ms [2020-12-21 04:18:22 main:581] : INFO : Epoch 633 | loss: 0.0311906 | val_loss: 0.0311978 | Time: 2013.71 ms [2020-12-21 04:18:24 main:581] : INFO : Epoch 634 | loss: 0.0311901 | val_loss: 0.0311972 | Time: 2007.13 ms [2020-12-21 04:18:26 main:581] : INFO : Epoch 635 | loss: 0.0311903 | val_loss: 0.0311959 | Time: 2004.42 ms [2020-12-21 04:18:28 main:581] : INFO : Epoch 636 | loss: 0.0311912 | val_loss: 0.0311948 | Time: 1994.38 ms [2020-12-21 04:18:30 main:581] : INFO : Epoch 637 | loss: 0.0311893 | val_loss: 0.0311957 | Time: 2003.56 ms [2020-12-21 04:18:32 main:581] : INFO : Epoch 638 | loss: 0.0311905 | val_loss: 0.0312024 | Time: 1996.05 ms [2020-12-21 04:18:34 main:581] : INFO : Epoch 639 | loss: 0.03119 | val_loss: 0.0311961 | Time: 2008.34 ms [2020-12-21 04:18:36 main:581] : INFO : Epoch 640 | loss: 0.0311905 | val_loss: 0.031196 | Time: 2004.35 ms [2020-12-21 04:18:38 main:581] : INFO : Epoch 641 | loss: 0.0311911 | val_loss: 0.0311995 | Time: 2012.5 ms [2020-12-21 04:18:40 main:581] : INFO : Epoch 642 | loss: 0.0311911 | val_loss: 0.0311956 | Time: 2011.67 ms [2020-12-21 04:18:42 main:581] : INFO : Epoch 643 | loss: 0.0311897 | val_loss: 0.0311969 | Time: 2004.75 ms [2020-12-21 04:18:44 main:581] : INFO : Epoch 644 | loss: 0.0311916 | val_loss: 0.0312034 | Time: 2004.25 ms [2020-12-21 04:18:46 main:581] : INFO : Epoch 645 | loss: 0.0311907 | val_loss: 0.0312083 | Time: 2000.32 ms [2020-12-21 04:18:48 main:581] : INFO : Epoch 646 | loss: 0.031194 | val_loss: 0.0311969 | Time: 2005.49 ms [2020-12-21 04:18:50 main:581] : INFO : Epoch 647 | loss: 0.0311908 | val_loss: 0.0311944 | Time: 2007.63 ms [2020-12-21 04:18:52 main:581] : INFO : Epoch 648 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 1997.48 ms [2020-12-21 04:18:54 main:581] : INFO : Epoch 649 | loss: 0.0311925 | val_loss: 0.0311991 | Time: 2001.62 ms [2020-12-21 04:18:56 main:581] : INFO : Epoch 650 | loss: 0.0311971 | val_loss: 0.0311969 | Time: 1999.67 ms [2020-12-21 04:18:58 main:581] : INFO : Epoch 651 | loss: 0.031196 | val_loss: 0.0311956 | Time: 2002.82 ms [2020-12-21 04:19:00 main:581] : INFO : Epoch 652 | loss: 0.0311955 | val_loss: 0.0311978 | Time: 2003.46 ms [2020-12-21 04:19:02 main:581] : INFO : Epoch 653 | loss: 0.0311976 | val_loss: 0.0311971 | Time: 2005.94 ms [2020-12-21 04:19:04 main:581] : INFO : Epoch 654 | loss: 0.0311938 | val_loss: 0.0311973 | Time: 1996.42 ms [2020-12-21 04:19:06 main:581] : INFO : Epoch 655 | loss: 0.0311964 | val_loss: 0.0312007 | Time: 2004.73 ms [2020-12-21 04:19:08 main:581] : INFO : Epoch 656 | loss: 0.0311987 | val_loss: 0.0311969 | Time: 2004.83 ms [2020-12-21 04:19:10 main:581] : INFO : Epoch 657 | loss: 0.0311972 | val_loss: 0.0311975 | Time: 2009.1 ms [2020-12-21 04:19:12 main:581] : INFO : Epoch 658 | loss: 0.0311949 | val_loss: 0.0311944 | Time: 2001.49 ms [2020-12-21 04:19:14 main:581] : INFO : Epoch 659 | loss: 0.0311948 | val_loss: 0.0311934 | Time: 2002.65 ms [2020-12-21 04:19:16 main:581] : INFO : Epoch 660 | loss: 0.031197 | val_loss: 0.0311938 | Time: 2015.05 ms [2020-12-21 04:19:18 main:581] : INFO : Epoch 661 | loss: 0.0311957 | val_loss: 0.0311941 | Time: 2008.05 ms [2020-12-21 04:19:20 main:581] : INFO : Epoch 662 | loss: 0.0311985 | val_loss: 0.0312083 | Time: 2009.92 ms [2020-12-21 04:19:22 main:581] : INFO : Epoch 663 | loss: 0.031197 | val_loss: 0.031196 | Time: 1993.58 ms [2020-12-21 04:19:24 main:581] : INFO : Epoch 664 | loss: 0.0311947 | val_loss: 0.0311951 | Time: 2000.05 ms [2020-12-21 04:19:26 main:581] : INFO : Epoch 665 | loss: 0.0311947 | val_loss: 0.0312024 | Time: 2008.12 ms [2020-12-21 04:19:28 main:581] : INFO : Epoch 666 | loss: 0.0311963 | val_loss: 0.0311978 | Time: 2006.55 ms [2020-12-21 04:19:30 main:581] : INFO : Epoch 667 | loss: 0.0311981 | val_loss: 0.0312028 | Time: 2006.02 ms [2020-12-21 04:19:32 main:581] : INFO : Epoch 668 | loss: 0.0312109 | val_loss: 0.0312113 | Time: 2005.5 ms [2020-12-21 04:19:34 main:581] : INFO : Epoch 669 | loss: 0.03121 | val_loss: 0.0312123 | Time: 1999.16 ms [2020-12-21 04:19:36 main:581] : INFO : Epoch 670 | loss: 0.0312088 | val_loss: 0.031212 | Time: 2004.36 ms [2020-12-21 04:19:38 main:581] : INFO : Epoch 671 | loss: 0.0312247 | val_loss: 0.031226 | Time: 1994.7 ms [2020-12-21 04:19:40 main:581] : INFO : Epoch 672 | loss: 0.0312198 | val_loss: 0.0312196 | Time: 2005.01 ms [2020-12-21 04:19:42 main:581] : INFO : Epoch 673 | loss: 0.0312158 | val_loss: 0.0312145 | Time: 2004.66 ms [2020-12-21 04:19:44 main:581] : INFO : Epoch 674 | loss: 0.0312158 | val_loss: 0.0312138 | Time: 2008.7 ms [2020-12-21 04:19:46 main:581] : INFO : Epoch 675 | loss: 0.031214 | val_loss: 0.0312132 | Time: 2006.93 ms [2020-12-21 04:19:48 main:581] : INFO : Epoch 676 | loss: 0.0312129 | val_loss: 0.0312135 | Time: 2009.65 ms [2020-12-21 04:19:50 main:581] : INFO : Epoch 677 | loss: 0.0312119 | val_loss: 0.0312124 | Time: 2009.29 ms [2020-12-21 04:19:52 main:581] : INFO : Epoch 678 | loss: 0.0312122 | val_loss: 0.0312145 | Time: 2001.89 ms [2020-12-21 04:19:54 main:581] : INFO : Epoch 679 | loss: 0.0312141 | val_loss: 0.0312182 | Time: 2011.8 ms [2020-12-21 04:19:56 main:581] : INFO : Epoch 680 | loss: 0.0312139 | val_loss: 0.0312141 | Time: 2018.61 ms [2020-12-21 04:19:58 main:581] : INFO : Epoch 681 | loss: 0.0312125 | val_loss: 0.0312121 | Time: 1998.62 ms [2020-12-21 04:20:00 main:581] : INFO : Epoch 682 | loss: 0.0312114 | val_loss: 0.0312131 | Time: 2005.89 ms [2020-12-21 04:20:02 main:581] : INFO : Epoch 683 | loss: 0.0312103 | val_loss: 0.0312114 | Time: 2009.34 ms [2020-12-21 04:20:04 main:581] : INFO : Epoch 684 | loss: 0.0312108 | val_loss: 0.031212 | Time: 2009.81 ms [2020-12-21 04:20:06 main:581] : INFO : Epoch 685 | loss: 0.0312111 | val_loss: 0.0312125 | Time: 2011.18 ms [2020-12-21 04:20:08 main:581] : INFO : Epoch 686 | loss: 0.0312098 | val_loss: 0.0312104 | Time: 2013.39 ms [2020-12-21 04:20:10 main:581] : INFO : Epoch 687 | loss: 0.03121 | val_loss: 0.0312106 | Time: 2004.69 ms [2020-12-21 04:20:12 main:581] : INFO : Epoch 688 | loss: 0.0312097 | val_loss: 0.0312137 | Time: 2004.01 ms [2020-12-21 04:20:14 main:581] : INFO : Epoch 689 | loss: 0.0312112 | val_loss: 0.0312141 | Time: 2009.27 ms [2020-12-21 04:20:16 main:581] : INFO : Epoch 690 | loss: 0.0312096 | val_loss: 0.0312105 | Time: 2012.03 ms [2020-12-21 04:20:18 main:581] : INFO : Epoch 691 | loss: 0.0312128 | val_loss: 0.0312314 | Time: 2010.29 ms [2020-12-21 04:20:20 main:581] : INFO : Epoch 692 | loss: 0.0312153 | val_loss: 0.0312107 | Time: 2001.95 ms [2020-12-21 04:20:22 main:581] : INFO : Epoch 693 | loss: 0.0312088 | val_loss: 0.0312117 | Time: 1998.84 ms [2020-12-21 04:20:24 main:581] : INFO : Epoch 694 | loss: 0.0312098 | val_loss: 0.0312128 | Time: 2001.53 ms [2020-12-21 04:20:26 main:581] : INFO : Epoch 695 | loss: 0.0312088 | val_loss: 0.0312109 | Time: 2006.74 ms [2020-12-21 04:20:28 main:581] : INFO : Epoch 696 | loss: 0.0312096 | val_loss: 0.0312128 | Time: 2008.24 ms [2020-12-21 04:20:30 main:581] : INFO : Epoch 697 | loss: 0.0312082 | val_loss: 0.0312107 | Time: 1999.89 ms [2020-12-21 04:20:32 main:581] : INFO : Epoch 698 | loss: 0.0312071 | val_loss: 0.031211 | Time: 2001.38 ms [2020-12-21 04:20:34 main:581] : INFO : Epoch 699 | loss: 0.0312077 | val_loss: 0.0312153 | Time: 2003.36 ms [2020-12-21 04:20:36 main:581] : INFO : Epoch 700 | loss: 0.0312083 | val_loss: 0.0312102 | Time: 2000.06 ms [2020-12-21 04:20:38 main:581] : INFO : Epoch 701 | loss: 0.0312075 | val_loss: 0.0312112 | Time: 2004.04 ms [2020-12-21 04:20:40 main:581] : INFO : Epoch 702 | loss: 0.0312106 | val_loss: 0.0312117 | Time: 2013.57 ms [2020-12-21 04:20:42 main:581] : INFO : Epoch 703 | loss: 0.0312092 | val_loss: 0.0312109 | Time: 2003.96 ms [2020-12-21 04:20:44 main:581] : INFO : Epoch 704 | loss: 0.031208 | val_loss: 0.0312106 | Time: 2007.07 ms [2020-12-21 04:20:46 main:581] : INFO : Epoch 705 | loss: 0.0312076 | val_loss: 0.0312103 | Time: 1999.37 ms [2020-12-21 04:20:48 main:581] : INFO : Epoch 706 | loss: 0.0312065 | val_loss: 0.0312102 | Time: 1988.98 ms [2020-12-21 04:20:50 main:581] : INFO : Epoch 707 | loss: 0.031208 | val_loss: 0.0312151 | Time: 2005.66 ms [2020-12-21 04:20:52 main:581] : INFO : Epoch 708 | loss: 0.0312109 | val_loss: 0.03121 | Time: 2004.28 ms [2020-12-21 04:20:54 main:581] : INFO : Epoch 709 | loss: 0.0312083 | val_loss: 0.0312132 | Time: 1998.39 ms [2020-12-21 04:20:56 main:581] : INFO : Epoch 710 | loss: 0.0312077 | val_loss: 0.0312097 | Time: 2003.8 ms [2020-12-21 04:20:58 main:581] : INFO : Epoch 711 | loss: 0.031206 | val_loss: 0.0312115 | Time: 2003.23 ms [2020-12-21 04:21:00 main:581] : INFO : Epoch 712 | loss: 0.0312069 | val_loss: 0.0312103 | Time: 1996.16 ms [2020-12-21 04:21:02 main:581] : INFO : Epoch 713 | loss: 0.0312071 | val_loss: 0.0312103 | Time: 2001.96 ms [2020-12-21 04:21:04 main:581] : INFO : Epoch 714 | loss: 0.0312065 | val_loss: 0.0312097 | Time: 1998.09 ms [2020-12-21 04:21:06 main:581] : INFO : Epoch 715 | loss: 0.0312061 | val_loss: 0.0312133 | Time: 1998.46 ms [2020-12-21 04:21:08 main:581] : INFO : Epoch 716 | loss: 0.0312097 | val_loss: 0.0312194 | Time: 2007.53 ms [2020-12-21 04:21:10 main:581] : INFO : Epoch 717 | loss: 0.0312139 | val_loss: 0.0312272 | Time: 2006.07 ms [2020-12-21 04:21:12 main:581] : INFO : Epoch 718 | loss: 0.0312115 | val_loss: 0.0312119 | Time: 1997.27 ms [2020-12-21 04:21:14 main:581] : INFO : Epoch 719 | loss: 0.0312066 | val_loss: 0.0312105 | Time: 2003.14 ms [2020-12-21 04:21:16 main:581] : INFO : Epoch 720 | loss: 0.0312053 | val_loss: 0.0312127 | Time: 2005.56 ms [2020-12-21 04:21:18 main:581] : INFO : Epoch 721 | loss: 0.0312115 | val_loss: 0.031215 | Time: 1997.34 ms [2020-12-21 04:21:20 main:581] : INFO : Epoch 722 | loss: 0.031213 | val_loss: 0.0312136 | Time: 2001.57 ms [2020-12-21 04:21:22 main:581] : INFO : Epoch 723 | loss: 0.0312137 | val_loss: 0.0312153 | Time: 2004.59 ms [2020-12-21 04:21:24 main:581] : INFO : Epoch 724 | loss: 0.0312128 | val_loss: 0.0312136 | Time: 1998.01 ms [2020-12-21 04:21:26 main:581] : INFO : Epoch 725 | loss: 0.0312129 | val_loss: 0.0312134 | Time: 2010.44 ms [2020-12-21 04:21:28 main:581] : INFO : Epoch 726 | loss: 0.0312133 | val_loss: 0.0312131 | Time: 2000.49 ms [2020-12-21 04:21:30 main:581] : INFO : Epoch 727 | loss: 0.0312108 | val_loss: 0.0312127 | Time: 2001.99 ms [2020-12-21 04:21:32 main:581] : INFO : Epoch 728 | loss: 0.0312114 | val_loss: 0.0312127 | Time: 2010.24 ms [2020-12-21 04:21:34 main:581] : INFO : Epoch 729 | loss: 0.0312118 | val_loss: 0.0312174 | Time: 2006.51 ms [2020-12-21 04:21:36 main:581] : INFO : Epoch 730 | loss: 0.0312116 | val_loss: 0.0312136 | Time: 2010.21 ms [2020-12-21 04:21:38 main:581] : INFO : Epoch 731 | loss: 0.0312103 | val_loss: 0.0312132 | Time: 2004.2 ms [2020-12-21 04:21:40 main:581] : INFO : Epoch 732 | loss: 0.0312098 | val_loss: 0.0312128 | Time: 2008.85 ms [2020-12-21 04:21:42 main:581] : INFO : Epoch 733 | loss: 0.0312121 | val_loss: 0.031219 | Time: 2008.43 ms [2020-12-21 04:21:44 main:581] : INFO : Epoch 734 | loss: 0.0312129 | val_loss: 0.0312147 | Time: 2010.1 ms [2020-12-21 04:21:46 main:581] : INFO : Epoch 735 | loss: 0.031211 | val_loss: 0.0312181 | Time: 2009.23 ms [2020-12-21 04:21:48 main:581] : INFO : Epoch 736 | loss: 0.0312137 | val_loss: 0.0312158 | Time: 2011.6 ms [2020-12-21 04:21:50 main:581] : INFO : Epoch 737 | loss: 0.0312109 | val_loss: 0.0312143 | Time: 2013.57 ms [2020-12-21 04:21:52 main:581] : INFO : Epoch 738 | loss: 0.0312099 | val_loss: 0.031213 | Time: 2002.46 ms [2020-12-21 04:21:54 main:581] : INFO : Epoch 739 | loss: 0.0312103 | val_loss: 0.0312176 | Time: 2011.47 ms [2020-12-21 04:21:56 main:581] : INFO : Epoch 740 | loss: 0.0312097 | val_loss: 0.0312116 | Time: 2009.25 ms [2020-12-21 04:21:58 main:581] : INFO : Epoch 741 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 2001.57 ms [2020-12-21 04:22:00 main:581] : INFO : Epoch 742 | loss: 0.0312084 | val_loss: 0.0312119 | Time: 2002.74 ms [2020-12-21 04:22:02 main:581] : INFO : Epoch 743 | loss: 0.0312094 | val_loss: 0.0312118 | Time: 2014.81 ms [2020-12-21 04:22:04 main:581] : INFO : Epoch 744 | loss: 0.0312106 | val_loss: 0.0312118 | Time: 1996.55 ms [2020-12-21 04:22:06 main:581] : INFO : Epoch 745 | loss: 0.0312091 | val_loss: 0.0312124 | Time: 2000.12 ms [2020-12-21 04:22:08 main:581] : INFO : Epoch 746 | loss: 0.031212 | val_loss: 0.0312137 | Time: 1997.7 ms [2020-12-21 04:22:10 main:581] : INFO : Epoch 747 | loss: 0.0312136 | val_loss: 0.031225 | Time: 2007.55 ms [2020-12-21 04:22:12 main:581] : INFO : Epoch 748 | loss: 0.0312104 | val_loss: 0.0312171 | Time: 2001.02 ms [2020-12-21 04:22:14 main:581] : INFO : Epoch 749 | loss: 0.0312089 | val_loss: 0.0312146 | Time: 1995.93 ms [2020-12-21 04:22:16 main:581] : INFO : Epoch 750 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 1997.16 ms [2020-12-21 04:22:18 main:581] : INFO : Epoch 751 | loss: 0.0312103 | val_loss: 0.0312135 | Time: 2003.73 ms [2020-12-21 04:22:20 main:581] : INFO : Epoch 752 | loss: 0.0312118 | val_loss: 0.0312118 | Time: 2002.51 ms [2020-12-21 04:22:22 main:581] : INFO : Epoch 753 | loss: 0.0312118 | val_loss: 0.0312122 | Time: 1999.09 ms [2020-12-21 04:22:24 main:581] : INFO : Epoch 754 | loss: 0.0312099 | val_loss: 0.0312136 | Time: 2006.25 ms [2020-12-21 04:22:26 main:581] : INFO : Epoch 755 | loss: 0.0312089 | val_loss: 0.0312134 | Time: 2003.25 ms [2020-12-21 04:22:28 main:581] : INFO : Epoch 756 | loss: 0.03121 | val_loss: 0.031212 | Time: 2003.02 ms [2020-12-21 04:22:30 main:581] : INFO : Epoch 757 | loss: 0.0312095 | val_loss: 0.0312117 | Time: 2007.32 ms [2020-12-21 04:22:32 main:581] : INFO : Epoch 758 | loss: 0.0312072 | val_loss: 0.0312107 | Time: 2010.48 ms [2020-12-21 04:22:34 main:581] : INFO : Epoch 759 | loss: 0.0312093 | val_loss: 0.0312117 | Time: 2002.18 ms [2020-12-21 04:22:36 main:581] : INFO : Epoch 760 | loss: 0.0312089 | val_loss: 0.0312126 | Time: 2008.47 ms [2020-12-21 04:22:38 main:581] : INFO : Epoch 761 | loss: 0.0312084 | val_loss: 0.0312118 | Time: 1997.68 ms [2020-12-21 04:22:40 main:581] : INFO : Epoch 762 | loss: 0.0312081 | val_loss: 0.0312116 | Time: 2010.63 ms [2020-12-21 04:22:42 main:581] : INFO : Epoch 763 | loss: 0.0312094 | val_loss: 0.0312145 | Time: 2008.99 ms [2020-12-21 04:22:44 main:581] : INFO : Epoch 764 | loss: 0.0312078 | val_loss: 0.0312149 | Time: 2008.1 ms [2020-12-21 04:22:46 main:581] : INFO : Epoch 765 | loss: 0.031209 | val_loss: 0.0312113 | Time: 1998.14 ms [2020-12-21 04:22:48 main:581] : INFO : Epoch 766 | loss: 0.0312073 | val_loss: 0.0312127 | Time: 2000.17 ms [2020-12-21 04:22:50 main:581] : INFO : Epoch 767 | loss: 0.031208 | val_loss: 0.0312114 | Time: 2009.84 ms [2020-12-21 04:22:52 main:581] : INFO : Epoch 768 | loss: 0.0312077 | val_loss: 0.0312121 | Time: 2011.72 ms [2020-12-21 04:22:54 main:581] : INFO : Epoch 769 | loss: 0.0312068 | val_loss: 0.0312127 | Time: 1995.74 ms [2020-12-21 04:22:56 main:581] : INFO : Epoch 770 | loss: 0.0312076 | val_loss: 0.0312136 | Time: 1996.95 ms [2020-12-21 04:22:58 main:581] : INFO : Epoch 771 | loss: 0.0312067 | val_loss: 0.0312114 | Time: 2008.79 ms [2020-12-21 04:23:00 main:581] : INFO : Epoch 772 | loss: 0.0312066 | val_loss: 0.0312124 | Time: 1998.38 ms [2020-12-21 04:23:02 main:581] : INFO : Epoch 773 | loss: 0.031206 | val_loss: 0.031212 | Time: 2011.71 ms [2020-12-21 04:23:04 main:581] : INFO : Epoch 774 | loss: 0.0312079 | val_loss: 0.0312127 | Time: 2016.96 ms [2020-12-21 04:23:06 main:581] : INFO : Epoch 775 | loss: 0.0312072 | val_loss: 0.0312121 | Time: 2008.93 ms [2020-12-21 04:23:08 main:581] : INFO : Epoch 776 | loss: 0.0312079 | val_loss: 0.0312131 | Time: 2010.7 ms [2020-12-21 04:23:10 main:581] : INFO : Epoch 777 | loss: 0.0312066 | val_loss: 0.0312114 | Time: 2007.7 ms [2020-12-21 04:23:12 main:581] : INFO : Epoch 778 | loss: 0.0312065 | val_loss: 0.0312119 | Time: 1997.83 ms [2020-12-21 04:23:14 main:581] : INFO : Epoch 779 | loss: 0.0312075 | val_loss: 0.0312137 | Time: 1999.08 ms [2020-12-21 04:23:16 main:581] : INFO : Epoch 780 | loss: 0.0312075 | val_loss: 0.0312108 | Time: 2015.28 ms [2020-12-21 04:23:18 main:581] : INFO : Epoch 781 | loss: 0.0312066 | val_loss: 0.0312157 | Time: 2011.28 ms [2020-12-21 04:23:20 main:581] : INFO : Epoch 782 | loss: 0.0312085 | val_loss: 0.031211 | Time: 2005.16 ms [2020-12-21 04:23:23 main:581] : INFO : Epoch 783 | loss: 0.0312069 | val_loss: 0.031211 | Time: 2005.66 ms [2020-12-21 04:23:25 main:581] : INFO : Epoch 784 | loss: 0.0312081 | val_loss: 0.0312195 | Time: 2011.08 ms [2020-12-21 04:23:27 main:581] : INFO : Epoch 785 | loss: 0.0312092 | val_loss: 0.0312232 | Time: 2005.49 ms [2020-12-21 04:23:29 main:581] : INFO : Epoch 786 | loss: 0.0312129 | val_loss: 0.0312251 | Time: 2001.9 ms [2020-12-21 04:23:31 main:581] : INFO : Epoch 787 | loss: 0.0312139 | val_loss: 0.0312114 | Time: 2012.16 ms [2020-12-21 04:23:33 main:581] : INFO : Epoch 788 | loss: 0.0312069 | val_loss: 0.0312105 | Time: 2017.25 ms [2020-12-21 04:23:35 main:581] : INFO : Epoch 789 | loss: 0.031207 | val_loss: 0.0312141 | Time: 2009.28 ms [2020-12-21 04:23:37 main:581] : INFO : Epoch 790 | loss: 0.0312077 | val_loss: 0.0312128 | Time: 2000.18 ms [2020-12-21 04:23:39 main:581] : INFO : Epoch 791 | loss: 0.031209 | val_loss: 0.0312114 | Time: 2009.04 ms [2020-12-21 04:23:41 main:581] : INFO : Epoch 792 | loss: 0.0312112 | val_loss: 0.0312129 | Time: 1997.3 ms [2020-12-21 04:23:43 main:581] : INFO : Epoch 793 | loss: 0.0312069 | val_loss: 0.0312114 | Time: 2009.15 ms [2020-12-21 04:23:45 main:581] : INFO : Epoch 794 | loss: 0.0312071 | val_loss: 0.0312104 | Time: 2003.12 ms [2020-12-21 04:23:47 main:581] : INFO : Epoch 795 | loss: 0.0312091 | val_loss: 0.0312108 | Time: 1999.65 ms [2020-12-21 04:23:49 main:581] : INFO : Epoch 796 | loss: 0.031207 | val_loss: 0.0312102 | Time: 2016.63 ms [2020-12-21 04:23:51 main:581] : INFO : Epoch 797 | loss: 0.0312065 | val_loss: 0.0312104 | Time: 2003.38 ms [2020-12-21 04:23:53 main:581] : INFO : Epoch 798 | loss: 0.0312058 | val_loss: 0.0312124 | Time: 2009.01 ms [2020-12-21 04:23:55 main:581] : INFO : Epoch 799 | loss: 0.0312069 | val_loss: 0.0312151 | Time: 2016.85 ms [2020-12-21 04:23:57 main:581] : INFO : Epoch 800 | loss: 0.0312066 | val_loss: 0.0312118 | Time: 2000.64 ms [2020-12-21 04:23:59 main:581] : INFO : Epoch 801 | loss: 0.0312065 | val_loss: 0.0312121 | Time: 2007.35 ms [2020-12-21 04:24:01 main:581] : INFO : Epoch 802 | loss: 0.0312054 | val_loss: 0.0312123 | Time: 2001.95 ms [2020-12-21 04:24:03 main:581] : INFO : Epoch 803 | loss: 0.0312057 | val_loss: 0.0312134 | Time: 2006.21 ms [2020-12-21 04:24:05 main:581] : INFO : Epoch 804 | loss: 0.0312056 | val_loss: 0.0312133 | Time: 2005.41 ms [2020-12-21 04:24:07 main:581] : INFO : Epoch 805 | loss: 0.0312057 | val_loss: 0.0312119 | Time: 2007.38 ms [2020-12-21 04:24:09 main:581] : INFO : Epoch 806 | loss: 0.0312057 | val_loss: 0.0312114 | Time: 2012.16 ms [2020-12-21 04:24:11 main:581] : INFO : Epoch 807 | loss: 0.0312062 | val_loss: 0.0312114 | Time: 2007.72 ms [2020-12-21 04:24:13 main:581] : INFO : Epoch 808 | loss: 0.0312059 | val_loss: 0.0312185 | Time: 2002.71 ms [2020-12-21 04:24:15 main:581] : INFO : Epoch 809 | loss: 0.0312095 | val_loss: 0.0312134 | Time: 1994.89 ms [2020-12-21 04:24:17 main:581] : INFO : Epoch 810 | loss: 0.0312079 | val_loss: 0.0312123 | Time: 2000.55 ms [2020-12-21 04:24:19 main:581] : INFO : Epoch 811 | loss: 0.0312062 | val_loss: 0.0312112 | Time: 2001.21 ms [2020-12-21 04:24:21 main:581] : INFO : Epoch 812 | loss: 0.0312059 | val_loss: 0.0312122 | Time: 1998.61 ms [2020-12-21 04:24:23 main:581] : INFO : Epoch 813 | loss: 0.0312048 | val_loss: 0.0312132 | Time: 1997.49 ms [2020-12-21 04:24:25 main:581] : INFO : Epoch 814 | loss: 0.031205 | val_loss: 0.0312109 | Time: 1995.5 ms [2020-12-21 04:24:27 main:581] : INFO : Epoch 815 | loss: 0.0312054 | val_loss: 0.0312113 | Time: 1993.07 ms [2020-12-21 04:24:29 main:581] : INFO : Epoch 816 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 2003.47 ms [2020-12-21 04:24:31 main:581] : INFO : Epoch 817 | loss: 0.0312057 | val_loss: 0.0312108 | Time: 2006.59 ms [2020-12-21 04:24:33 main:581] : INFO : Epoch 818 | loss: 0.0312071 | val_loss: 0.0312195 | Time: 2005.92 ms [2020-12-21 04:24:35 main:581] : INFO : Epoch 819 | loss: 0.031206 | val_loss: 0.0312117 | Time: 1996.55 ms [2020-12-21 04:24:37 main:581] : INFO : Epoch 820 | loss: 0.0312056 | val_loss: 0.0312161 | Time: 1999.84 ms [2020-12-21 04:24:39 main:581] : INFO : Epoch 821 | loss: 0.0312062 | val_loss: 0.0312125 | Time: 2004.04 ms [2020-12-21 04:24:41 main:581] : INFO : Epoch 822 | loss: 0.0312045 | val_loss: 0.0312114 | Time: 2007.61 ms [2020-12-21 04:24:43 main:581] : INFO : Epoch 823 | loss: 0.0312056 | val_loss: 0.0312135 | Time: 2000.4 ms [2020-12-21 04:24:45 main:581] : INFO : Epoch 824 | loss: 0.0312061 | val_loss: 0.0312139 | Time: 2011.04 ms [2020-12-21 04:24:47 main:581] : INFO : Epoch 825 | loss: 0.0312075 | val_loss: 0.031213 | Time: 1997.75 ms [2020-12-21 04:24:49 main:581] : INFO : Epoch 826 | loss: 0.0312054 | val_loss: 0.0312118 | Time: 1997.29 ms [2020-12-21 04:24:51 main:581] : INFO : Epoch 827 | loss: 0.031204 | val_loss: 0.0312114 | Time: 2001.14 ms [2020-12-21 04:24:53 main:581] : INFO : Epoch 828 | loss: 0.0312037 | val_loss: 0.0312121 | Time: 1991.32 ms [2020-12-21 04:24:55 main:581] : INFO : Epoch 829 | loss: 0.0312038 | val_loss: 0.0312122 | Time: 2007.82 ms [2020-12-21 04:24:57 main:581] : INFO : Epoch 830 | loss: 0.0312069 | val_loss: 0.0312146 | Time: 1999.37 ms [2020-12-21 04:24:59 main:581] : INFO : Epoch 831 | loss: 0.0312067 | val_loss: 0.0312123 | Time: 1997.47 ms [2020-12-21 04:25:01 main:581] : INFO : Epoch 832 | loss: 0.0312045 | val_loss: 0.0312118 | Time: 1998.36 ms [2020-12-21 04:25:03 main:581] : INFO : Epoch 833 | loss: 0.03121 | val_loss: 0.0312172 | Time: 2005.19 ms [2020-12-21 04:25:05 main:581] : INFO : Epoch 834 | loss: 0.0312072 | val_loss: 0.0312246 | Time: 1996.31 ms [2020-12-21 04:25:07 main:581] : INFO : Epoch 835 | loss: 0.0312062 | val_loss: 0.0312195 | Time: 2003.1 ms [2020-12-21 04:25:09 main:581] : INFO : Epoch 836 | loss: 0.0312066 | val_loss: 0.0312174 | Time: 1997.64 ms [2020-12-21 04:25:11 main:581] : INFO : Epoch 837 | loss: 0.0312084 | val_loss: 0.0312181 | Time: 1999.48 ms [2020-12-21 04:25:13 main:581] : INFO : Epoch 838 | loss: 0.0312057 | val_loss: 0.031213 | Time: 2006.67 ms [2020-12-21 04:25:15 main:581] : INFO : Epoch 839 | loss: 0.0312032 | val_loss: 0.0312108 | Time: 1996.43 ms [2020-12-21 04:25:17 main:581] : INFO : Epoch 840 | loss: 0.0312046 | val_loss: 0.0312128 | Time: 1999.3 ms [2020-12-21 04:25:19 main:581] : INFO : Epoch 841 | loss: 0.0312042 | val_loss: 0.0312113 | Time: 2007.63 ms [2020-12-21 04:25:21 main:581] : INFO : Epoch 842 | loss: 0.0312033 | val_loss: 0.0312125 | Time: 1996.5 ms [2020-12-21 04:25:23 main:581] : INFO : Epoch 843 | loss: 0.0312039 | val_loss: 0.0312115 | Time: 2005.96 ms [2020-12-21 04:25:25 main:581] : INFO : Epoch 844 | loss: 0.0312044 | val_loss: 0.0312137 | Time: 1993.51 ms [2020-12-21 04:25:27 main:581] : INFO : Epoch 845 | loss: 0.0312031 | val_loss: 0.0312146 | Time: 2000.29 ms [2020-12-21 04:25:29 main:581] : INFO : Epoch 846 | loss: 0.031205 | val_loss: 0.0312167 | Time: 1999.8 ms [2020-12-21 04:25:31 main:581] : INFO : Epoch 847 | loss: 0.031207 | val_loss: 0.0312177 | Time: 2009.94 ms [2020-12-21 04:25:33 main:581] : INFO : Epoch 848 | loss: 0.0312093 | val_loss: 0.0312173 | Time: 2005.72 ms [2020-12-21 04:25:35 main:581] : INFO : Epoch 849 | loss: 0.0312076 | val_loss: 0.0312119 | Time: 2014.32 ms [2020-12-21 04:25:37 main:581] : INFO : Epoch 850 | loss: 0.0312046 | val_loss: 0.0312122 | Time: 2020.71 ms [2020-12-21 04:25:39 main:581] : INFO : Epoch 851 | loss: 0.031203 | val_loss: 0.0312136 | Time: 2004.34 ms [2020-12-21 04:25:41 main:581] : INFO : Epoch 852 | loss: 0.0312029 | val_loss: 0.0312105 | Time: 2010.27 ms [2020-12-21 04:25:43 main:581] : INFO : Epoch 853 | loss: 0.0312043 | val_loss: 0.031213 | Time: 2012.78 ms [2020-12-21 04:25:45 main:581] : INFO : Epoch 854 | loss: 0.0312053 | val_loss: 0.0312162 | Time: 2008.33 ms [2020-12-21 04:25:47 main:581] : INFO : Epoch 855 | loss: 0.0312031 | val_loss: 0.0312125 | Time: 2016.08 ms [2020-12-21 04:25:49 main:581] : INFO : Epoch 856 | loss: 0.0312017 | val_loss: 0.0312114 | Time: 2023.17 ms [2020-12-21 04:25:51 main:581] : INFO : Epoch 857 | loss: 0.0312008 | val_loss: 0.0312112 | Time: 1997.05 ms [2020-12-21 04:25:53 main:581] : INFO : Epoch 858 | loss: 0.0312014 | val_loss: 0.0312127 | Time: 2006.99 ms [2020-12-21 04:25:55 main:581] : INFO : Epoch 859 | loss: 0.0312041 | val_loss: 0.0312105 | Time: 2015.44 ms [2020-12-21 04:25:57 main:581] : INFO : Epoch 860 | loss: 0.0312009 | val_loss: 0.0312114 | Time: 2009.72 ms [2020-12-21 04:25:59 main:581] : INFO : Epoch 861 | loss: 0.0312 | val_loss: 0.0312108 | Time: 2000.15 ms [2020-12-21 04:26:01 main:581] : INFO : Epoch 862 | loss: 0.0312005 | val_loss: 0.0312114 | Time: 2008.98 ms [2020-12-21 04:26:03 main:581] : INFO : Epoch 863 | loss: 0.031201 | val_loss: 0.0312124 | Time: 2003.94 ms [2020-12-21 04:26:05 main:581] : INFO : Epoch 864 | loss: 0.0312013 | val_loss: 0.0312128 | Time: 2012.01 ms [2020-12-21 04:26:07 main:581] : INFO : Epoch 865 | loss: 0.0312001 | val_loss: 0.0312117 | Time: 2010.48 ms [2020-12-21 04:26:09 main:581] : INFO : Epoch 866 | loss: 0.0312004 | val_loss: 0.0312132 | Time: 2006.49 ms [2020-12-21 04:26:11 main:581] : INFO : Epoch 867 | loss: 0.0312006 | val_loss: 0.0312134 | Time: 1999.64 ms [2020-12-21 04:26:13 main:581] : INFO : Epoch 868 | loss: 0.0312041 | val_loss: 0.0312184 | Time: 2005.75 ms [2020-12-21 04:26:15 main:581] : INFO : Epoch 869 | loss: 0.0312026 | val_loss: 0.0312102 | Time: 1999.31 ms [2020-12-21 04:26:17 main:581] : INFO : Epoch 870 | loss: 0.0312012 | val_loss: 0.03121 | Time: 2009.68 ms [2020-12-21 04:26:19 main:581] : INFO : Epoch 871 | loss: 0.0312003 | val_loss: 0.0312099 | Time: 2007.47 ms [2020-12-21 04:26:21 main:581] : INFO : Epoch 872 | loss: 0.0312012 | val_loss: 0.0312125 | Time: 2012.8 ms [2020-12-21 04:26:23 main:581] : INFO : Epoch 873 | loss: 0.0312005 | val_loss: 0.0312128 | Time: 2011.79 ms [2020-12-21 04:26:25 main:581] : INFO : Epoch 874 | loss: 0.0312024 | val_loss: 0.0312108 | Time: 2006.24 ms [2020-12-21 04:26:27 main:581] : INFO : Epoch 875 | loss: 0.0312039 | val_loss: 0.0312151 | Time: 2001.11 ms [2020-12-21 04:26:29 main:581] : INFO : Epoch 876 | loss: 0.0311995 | val_loss: 0.0312104 | Time: 2004.77 ms [2020-12-21 04:26:31 main:581] : INFO : Epoch 877 | loss: 0.0312019 | val_loss: 0.0312103 | Time: 2007.73 ms [2020-12-21 04:26:33 main:581] : INFO : Epoch 878 | loss: 0.0312003 | val_loss: 0.031211 | Time: 1998.99 ms [2020-12-21 04:26:35 main:581] : INFO : Epoch 879 | loss: 0.0311994 | val_loss: 0.0312151 | Time: 2005.39 ms [2020-12-21 04:26:37 main:581] : INFO : Epoch 880 | loss: 0.0312022 | val_loss: 0.0312143 | Time: 1997.4 ms [2020-12-21 04:26:39 main:581] : INFO : Epoch 881 | loss: 0.0312006 | val_loss: 0.0312115 | Time: 2009.89 ms [2020-12-21 04:26:41 main:581] : INFO : Epoch 882 | loss: 0.031199 | val_loss: 0.0312099 | Time: 2002.56 ms [2020-12-21 04:26:43 main:581] : INFO : Epoch 883 | loss: 0.0312027 | val_loss: 0.0312116 | Time: 2000.73 ms [2020-12-21 04:26:45 main:581] : INFO : Epoch 884 | loss: 0.0312001 | val_loss: 0.0312129 | Time: 2014.57 ms [2020-12-21 04:26:47 main:581] : INFO : Epoch 885 | loss: 0.0311995 | val_loss: 0.0312178 | Time: 1995.56 ms [2020-12-21 04:26:49 main:581] : INFO : Epoch 886 | loss: 0.0312007 | val_loss: 0.0312119 | Time: 2014.5 ms [2020-12-21 04:26:51 main:581] : INFO : Epoch 887 | loss: 0.0312012 | val_loss: 0.0312112 | Time: 1999.19 ms [2020-12-21 04:26:53 main:581] : INFO : Epoch 888 | loss: 0.0312002 | val_loss: 0.0312111 | Time: 2006 ms [2020-12-21 04:26:55 main:581] : INFO : Epoch 889 | loss: 0.0311996 | val_loss: 0.0312122 | Time: 1990.67 ms [2020-12-21 04:26:57 main:581] : INFO : Epoch 890 | loss: 0.0311989 | val_loss: 0.0312114 | Time: 2008.99 ms [2020-12-21 04:26:59 main:581] : INFO : Epoch 891 | loss: 0.0311985 | val_loss: 0.0312176 | Time: 1991.38 ms [2020-12-21 04:27:01 main:581] : INFO : Epoch 892 | loss: 0.0311997 | val_loss: 0.0312129 | Time: 1995.39 ms [2020-12-21 04:27:03 main:581] : INFO : Epoch 893 | loss: 0.0312011 | val_loss: 0.0312148 | Time: 2009.26 ms [2020-12-21 04:27:05 main:581] : INFO : Epoch 894 | loss: 0.0312015 | val_loss: 0.031211 | Time: 1995.32 ms [2020-12-21 04:27:07 main:581] : INFO : Epoch 895 | loss: 0.0311989 | val_loss: 0.0312139 | Time: 2000.87 ms [2020-12-21 04:27:09 main:581] : INFO : Epoch 896 | loss: 0.0312001 | val_loss: 0.0312122 | Time: 1998.09 ms [2020-12-21 04:27:11 main:581] : INFO : Epoch 897 | loss: 0.0312015 | val_loss: 0.0312104 | Time: 2005.81 ms [2020-12-21 04:27:13 main:581] : INFO : Epoch 898 | loss: 0.0311993 | val_loss: 0.0312111 | Time: 1997.46 ms [2020-12-21 04:27:15 main:581] : INFO : Epoch 899 | loss: 0.0311993 | val_loss: 0.0312215 | Time: 2010.53 ms [2020-12-21 04:27:17 main:581] : INFO : Epoch 900 | loss: 0.0312022 | val_loss: 0.0312118 | Time: 2000.01 ms [2020-12-21 04:27:19 main:581] : INFO : Epoch 901 | loss: 0.0311999 | val_loss: 0.03121 | Time: 2008.67 ms [2020-12-21 04:27:21 main:581] : INFO : Epoch 902 | loss: 0.0311986 | val_loss: 0.0312087 | Time: 1995.63 ms [2020-12-21 04:27:23 main:581] : INFO : Epoch 903 | loss: 0.0311987 | val_loss: 0.0312116 | Time: 2008.11 ms [2020-12-21 04:27:25 main:581] : INFO : Epoch 904 | loss: 0.0312009 | val_loss: 0.0312114 | Time: 2012.19 ms [2020-12-21 04:27:27 main:581] : INFO : Epoch 905 | loss: 0.0311986 | val_loss: 0.0312149 | Time: 2004.49 ms [2020-12-21 04:27:29 main:581] : INFO : Epoch 906 | loss: 0.0311984 | val_loss: 0.031211 | Time: 2007.85 ms [2020-12-21 04:27:31 main:581] : INFO : Epoch 907 | loss: 0.0311978 | val_loss: 0.0312147 | Time: 2010.27 ms [2020-12-21 04:27:33 main:581] : INFO : Epoch 908 | loss: 0.0311993 | val_loss: 0.0312095 | Time: 2009.75 ms [2020-12-21 04:27:35 main:581] : INFO : Epoch 909 | loss: 0.0312001 | val_loss: 0.0312121 | Time: 1998.54 ms [2020-12-21 04:27:37 main:581] : INFO : Epoch 910 | loss: 0.0312007 | val_loss: 0.0312102 | Time: 2005.18 ms [2020-12-21 04:27:39 main:581] : INFO : Epoch 911 | loss: 0.0311979 | val_loss: 0.0312097 | Time: 2006.18 ms [2020-12-21 04:27:41 main:581] : INFO : Epoch 912 | loss: 0.0311991 | val_loss: 0.0312099 | Time: 2011.25 ms [2020-12-21 04:27:43 main:581] : INFO : Epoch 913 | loss: 0.0312017 | val_loss: 0.0312147 | Time: 1993.41 ms [2020-12-21 04:27:45 main:581] : INFO : Epoch 914 | loss: 0.0311999 | val_loss: 0.0312126 | Time: 2008.53 ms [2020-12-21 04:27:47 main:581] : INFO : Epoch 915 | loss: 0.0312001 | val_loss: 0.0312103 | Time: 2016.38 ms [2020-12-21 04:27:49 main:581] : INFO : Epoch 916 | loss: 0.0312022 | val_loss: 0.0312135 | Time: 1993.22 ms [2020-12-21 04:27:51 main:581] : INFO : Epoch 917 | loss: 0.031199 | val_loss: 0.0312129 | Time: 2009.65 ms [2020-12-21 04:27:53 main:581] : INFO : Epoch 918 | loss: 0.0311988 | val_loss: 0.0312125 | Time: 1998.99 ms [2020-12-21 04:27:55 main:581] : INFO : Epoch 919 | loss: 0.0311994 | val_loss: 0.0312176 | Time: 1998.26 ms [2020-12-21 04:27:57 main:581] : INFO : Epoch 920 | loss: 0.0312004 | val_loss: 0.0312101 | Time: 2006.71 ms [2020-12-21 04:27:59 main:581] : INFO : Epoch 921 | loss: 0.0311983 | val_loss: 0.0312099 | Time: 2001.3 ms [2020-12-21 04:28:01 main:581] : INFO : Epoch 922 | loss: 0.0312025 | val_loss: 0.0312119 | Time: 2011.87 ms [2020-12-21 04:28:03 main:581] : INFO : Epoch 923 | loss: 0.0312014 | val_loss: 0.0312147 | Time: 2011.35 ms [2020-12-21 04:28:05 main:581] : INFO : Epoch 924 | loss: 0.0312022 | val_loss: 0.0312098 | Time: 2005.26 ms [2020-12-21 04:28:07 main:581] : INFO : Epoch 925 | loss: 0.0312037 | val_loss: 0.0312095 | Time: 2005.2 ms [2020-12-21 04:28:09 main:581] : INFO : Epoch 926 | loss: 0.0312004 | val_loss: 0.0312164 | Time: 2019.01 ms [2020-12-21 04:28:11 main:581] : INFO : Epoch 927 | loss: 0.0312028 | val_loss: 0.0312131 | Time: 2004.79 ms [2020-12-21 04:28:13 main:581] : INFO : Epoch 928 | loss: 0.0311986 | val_loss: 0.0312133 | Time: 2008.16 ms [2020-12-21 04:28:15 main:581] : INFO : Epoch 929 | loss: 0.0312007 | val_loss: 0.0312098 | Time: 1996.71 ms [2020-12-21 04:28:17 main:581] : INFO : Epoch 930 | loss: 0.0311984 | val_loss: 0.0312086 | Time: 1993.5 ms [2020-12-21 04:28:19 main:581] : INFO : Epoch 931 | loss: 0.0311987 | val_loss: 0.0312116 | Time: 2003.8 ms [2020-12-21 04:28:21 main:581] : INFO : Epoch 932 | loss: 0.0311979 | val_loss: 0.0312086 | Time: 1994.04 ms [2020-12-21 04:28:23 main:581] : INFO : Epoch 933 | loss: 0.0311978 | val_loss: 0.0312125 | Time: 1997.55 ms [2020-12-21 04:28:25 main:581] : INFO : Epoch 934 | loss: 0.031199 | val_loss: 0.0312095 | Time: 2001.45 ms [2020-12-21 04:28:27 main:581] : INFO : Epoch 935 | loss: 0.0311984 | val_loss: 0.0312105 | Time: 1992.47 ms [2020-12-21 04:28:29 main:581] : INFO : Epoch 936 | loss: 0.0311973 | val_loss: 0.03121 | Time: 2002.01 ms [2020-12-21 04:28:31 main:581] : INFO : Epoch 937 | loss: 0.0311986 | val_loss: 0.0312101 | Time: 2004.02 ms [2020-12-21 04:28:33 main:581] : INFO : Epoch 938 | loss: 0.031197 | val_loss: 0.031212 | Time: 2001.17 ms [2020-12-21 04:28:35 main:581] : INFO : Epoch 939 | loss: 0.0312006 | val_loss: 0.0312234 | Time: 1997.43 ms [2020-12-21 04:28:37 main:581] : INFO : Epoch 940 | loss: 0.0312044 | val_loss: 0.0312151 | Time: 1998.02 ms [2020-12-21 04:28:39 main:581] : INFO : Epoch 941 | loss: 0.0311985 | val_loss: 0.03121 | Time: 2009.81 ms [2020-12-21 04:28:41 main:581] : INFO : Epoch 942 | loss: 0.0311986 | val_loss: 0.031209 | Time: 2003.58 ms [2020-12-21 04:28:43 main:581] : INFO : Epoch 943 | loss: 0.0311972 | val_loss: 0.0312112 | Time: 1999.24 ms [2020-12-21 04:28:45 main:581] : INFO : Epoch 944 | loss: 0.0311977 | val_loss: 0.0312119 | Time: 2002.78 ms [2020-12-21 04:28:47 main:581] : INFO : Epoch 945 | loss: 0.031203 | val_loss: 0.0312101 | Time: 1996.47 ms [2020-12-21 04:28:49 main:581] : INFO : Epoch 946 | loss: 0.0311986 | val_loss: 0.0312126 | Time: 2002.07 ms [2020-12-21 04:28:51 main:581] : INFO : Epoch 947 | loss: 0.031198 | val_loss: 0.0312117 | Time: 1993.86 ms [2020-12-21 04:28:53 main:581] : INFO : Epoch 948 | loss: 0.0311979 | val_loss: 0.0312093 | Time: 1995.16 ms [2020-12-21 04:28:55 main:581] : INFO : Epoch 949 | loss: 0.0312007 | val_loss: 0.0312117 | Time: 2005.17 ms [2020-12-21 04:28:57 main:581] : INFO : Epoch 950 | loss: 0.0311971 | val_loss: 0.0312144 | Time: 1998.01 ms [2020-12-21 04:28:59 main:581] : INFO : Epoch 951 | loss: 0.0311975 | val_loss: 0.0312132 | Time: 2005 ms [2020-12-21 04:29:01 main:581] : INFO : Epoch 952 | loss: 0.0311995 | val_loss: 0.0312093 | Time: 2002.71 ms [2020-12-21 04:29:03 main:581] : INFO : Epoch 953 | loss: 0.0311993 | val_loss: 0.0312115 | Time: 2005.64 ms [2020-12-21 04:29:05 main:581] : INFO : Epoch 954 | loss: 0.0311995 | val_loss: 0.0312097 | Time: 1989.95 ms [2020-12-21 04:29:07 main:581] : INFO : Epoch 955 | loss: 0.0311979 | val_loss: 0.0312094 | Time: 2000.76 ms [2020-12-21 04:29:09 main:581] : INFO : Epoch 956 | loss: 0.0311974 | val_loss: 0.0312087 | Time: 2006.58 ms [2020-12-21 04:29:11 main:581] : INFO : Epoch 957 | loss: 0.0311973 | val_loss: 0.031211 | Time: 1999.03 ms [2020-12-21 04:29:13 main:581] : INFO : Epoch 958 | loss: 0.0311977 | val_loss: 0.031213 | Time: 2006.53 ms [2020-12-21 04:29:15 main:581] : INFO : Epoch 959 | loss: 0.0311975 | val_loss: 0.0312114 | Time: 2005.88 ms [2020-12-21 04:29:17 main:581] : INFO : Epoch 960 | loss: 0.0311969 | val_loss: 0.0312106 | Time: 2007.21 ms [2020-12-21 04:29:19 main:581] : INFO : Epoch 961 | loss: 0.0311962 | val_loss: 0.0312101 | Time: 1998.08 ms [2020-12-21 04:29:21 main:581] : INFO : Epoch 962 | loss: 0.0311999 | val_loss: 0.0312116 | Time: 2004.7 ms [2020-12-21 04:29:23 main:581] : INFO : Epoch 963 | loss: 0.0312004 | val_loss: 0.0312151 | Time: 1997.03 ms [2020-12-21 04:29:25 main:581] : INFO : Epoch 964 | loss: 0.0312024 | val_loss: 0.0312104 | Time: 2008.37 ms [2020-12-21 04:29:27 main:581] : INFO : Epoch 965 | loss: 0.0311968 | val_loss: 0.0312142 | Time: 1998.51 ms [2020-12-21 04:29:29 main:581] : INFO : Epoch 966 | loss: 0.0311992 | val_loss: 0.0312152 | Time: 2004.1 ms [2020-12-21 04:29:31 main:581] : INFO : Epoch 967 | loss: 0.0311986 | val_loss: 0.0312102 | Time: 2002.12 ms [2020-12-21 04:29:33 main:581] : INFO : Epoch 968 | loss: 0.0311962 | val_loss: 0.0312094 | Time: 1992.89 ms [2020-12-21 04:29:35 main:581] : INFO : Epoch 969 | loss: 0.0311974 | val_loss: 0.0312134 | Time: 2010.92 ms [2020-12-21 04:29:37 main:581] : INFO : Epoch 970 | loss: 0.0311964 | val_loss: 0.031211 | Time: 2001.04 ms [2020-12-21 04:29:39 main:581] : INFO : Epoch 971 | loss: 0.0311963 | val_loss: 0.0312108 | Time: 2011.65 ms [2020-12-21 04:29:41 main:581] : INFO : Epoch 972 | loss: 0.0311972 | val_loss: 0.0312123 | Time: 2001.54 ms [2020-12-21 04:29:43 main:581] : INFO : Epoch 973 | loss: 0.0311981 | val_loss: 0.0312129 | Time: 2013.13 ms [2020-12-21 04:29:45 main:581] : INFO : Epoch 974 | loss: 0.0311979 | val_loss: 0.0312109 | Time: 1998.24 ms [2020-12-21 04:29:47 main:581] : INFO : Epoch 975 | loss: 0.0311978 | val_loss: 0.0312114 | Time: 2009.6 ms [2020-12-21 04:29:49 main:581] : INFO : Epoch 976 | loss: 0.0311972 | val_loss: 0.031211 | Time: 2008.88 ms [2020-12-21 04:29:51 main:581] : INFO : Epoch 977 | loss: 0.0311976 | val_loss: 0.0312115 | Time: 1992.65 ms [2020-12-21 04:29:53 main:581] : INFO : Epoch 978 | loss: 0.031198 | val_loss: 0.0312101 | Time: 1997.87 ms [2020-12-21 04:29:55 main:581] : INFO : Epoch 979 | loss: 0.0311979 | val_loss: 0.0312116 | Time: 2005.13 ms [2020-12-21 04:29:57 main:581] : INFO : Epoch 980 | loss: 0.0312011 | val_loss: 0.0312141 | Time: 2006.75 ms [2020-12-21 04:29:59 main:581] : INFO : Epoch 981 | loss: 0.031199 | val_loss: 0.0312109 | Time: 1993.97 ms [2020-12-21 04:30:01 main:581] : INFO : Epoch 982 | loss: 0.0311983 | val_loss: 0.0312108 | Time: 2009.45 ms [2020-12-21 04:30:03 main:581] : INFO : Epoch 983 | loss: 0.0311968 | val_loss: 0.0312115 | Time: 2003.01 ms [2020-12-21 04:30:05 main:581] : INFO : Epoch 984 | loss: 0.0311969 | val_loss: 0.0312108 | Time: 2004.77 ms [2020-12-21 04:30:07 main:581] : INFO : Epoch 985 | loss: 0.0311964 | val_loss: 0.0312092 | Time: 2000.81 ms [2020-12-21 04:30:09 main:581] : INFO : Epoch 986 | loss: 0.0311973 | val_loss: 0.0312102 | Time: 2005.95 ms [2020-12-21 04:30:11 main:581] : INFO : Epoch 987 | loss: 0.031197 | val_loss: 0.0312133 | Time: 1999.69 ms [2020-12-21 04:30:13 main:581] : INFO : Epoch 988 | loss: 0.0311998 | val_loss: 0.0312167 | Time: 2006.64 ms [2020-12-21 04:30:15 main:581] : INFO : Epoch 989 | loss: 0.0312035 | val_loss: 0.0312095 | Time: 2006.42 ms [2020-12-21 04:30:17 main:581] : INFO : Epoch 990 | loss: 0.0311993 | val_loss: 0.0312164 | Time: 2002.15 ms [2020-12-21 04:30:19 main:581] : INFO : Epoch 991 | loss: 0.0311975 | val_loss: 0.031211 | Time: 1994.38 ms [2020-12-21 04:30:21 main:581] : INFO : Epoch 992 | loss: 0.0311963 | val_loss: 0.0312129 | Time: 2001.8 ms [2020-12-21 04:30:23 main:581] : INFO : Epoch 993 | loss: 0.0311964 | val_loss: 0.031214 | Time: 1993.75 ms [2020-12-21 04:30:25 main:581] : INFO : Epoch 994 | loss: 0.0311964 | val_loss: 0.0312129 | Time: 2002.65 ms [2020-12-21 04:30:27 main:581] : INFO : Epoch 995 | loss: 0.0311981 | val_loss: 0.03121 | Time: 1995.79 ms [2020-12-21 04:30:29 main:581] : INFO : Epoch 996 | loss: 0.0311977 | val_loss: 0.0312096 | Time: 2003.4 ms [2020-12-21 04:30:31 main:581] : INFO : Epoch 997 | loss: 0.0311955 | val_loss: 0.0312095 | Time: 2002.62 ms [2020-12-21 04:30:33 main:581] : INFO : Epoch 998 | loss: 0.0311959 | val_loss: 0.0312086 | Time: 2006.02 ms [2020-12-21 04:30:35 main:581] : INFO : Epoch 999 | loss: 0.0311961 | val_loss: 0.0312099 | Time: 2004.13 ms [2020-12-21 04:30:37 main:581] : INFO : Epoch 1000 | loss: 0.0311963 | val_loss: 0.0312092 | Time: 2000.19 ms [2020-12-21 04:30:39 main:581] : INFO : Epoch 1001 | loss: 0.0311993 | val_loss: 0.0312113 | Time: 2005.34 ms [2020-12-21 04:30:41 main:581] : INFO : Epoch 1002 | loss: 0.0311954 | val_loss: 0.0312105 | Time: 1999.62 ms [2020-12-21 04:30:43 main:581] : INFO : Epoch 1003 | loss: 0.0311957 | val_loss: 0.0312116 | Time: 1998.28 ms [2020-12-21 04:30:45 main:581] : INFO : Epoch 1004 | loss: 0.0311956 | val_loss: 0.0312085 | Time: 2005.04 ms [2020-12-21 04:30:47 main:581] : INFO : Epoch 1005 | loss: 0.0311962 | val_loss: 0.0312108 | Time: 1994.66 ms [2020-12-21 04:30:49 main:581] : INFO : Epoch 1006 | loss: 0.0311963 | val_loss: 0.0312144 | Time: 2021.32 ms [2020-12-21 04:30:51 main:581] : INFO : Epoch 1007 | loss: 0.0311992 | val_loss: 0.0312121 | Time: 2016.64 ms [2020-12-21 04:30:53 main:581] : INFO : Epoch 1008 | loss: 0.0311973 | val_loss: 0.0312101 | Time: 1999.72 ms [2020-12-21 04:30:55 main:581] : INFO : Epoch 1009 | loss: 0.031196 | val_loss: 0.0312105 | Time: 2007.19 ms [2020-12-21 04:30:57 main:581] : INFO : Epoch 1010 | loss: 0.0311979 | val_loss: 0.031209 | Time: 2000.92 ms [2020-12-21 04:30:59 main:581] : INFO : Epoch 1011 | loss: 0.0312001 | val_loss: 0.0312105 | Time: 2011.75 ms [2020-12-21 04:31:01 main:581] : INFO : Epoch 1012 | loss: 0.0311962 | val_loss: 0.0312111 | Time: 2003.16 ms [2020-12-21 04:31:03 main:581] : INFO : Epoch 1013 | loss: 0.0311973 | val_loss: 0.0312102 | Time: 2005.67 ms [2020-12-21 04:31:05 main:581] : INFO : Epoch 1014 | loss: 0.0311953 | val_loss: 0.0312108 | Time: 1997.13 ms [2020-12-21 04:31:07 main:581] : INFO : Epoch 1015 | loss: 0.0311959 | val_loss: 0.0312091 | Time: 1998.27 ms [2020-12-21 04:31:09 main:581] : INFO : Epoch 1016 | loss: 0.0311968 | val_loss: 0.031213 | Time: 2009.96 ms [2020-12-21 04:31:11 main:581] : INFO : Epoch 1017 | loss: 0.0311973 | val_loss: 0.0312103 | Time: 1996.58 ms [2020-12-21 04:31:13 main:581] : INFO : Epoch 1018 | loss: 0.0311971 | val_loss: 0.0312108 | Time: 1997.02 ms [2020-12-21 04:31:15 main:581] : INFO : Epoch 1019 | loss: 0.0311974 | val_loss: 0.0312192 | Time: 2005.49 ms [2020-12-21 04:31:17 main:581] : INFO : Epoch 1020 | loss: 0.031197 | val_loss: 0.0312099 | Time: 2010.55 ms [2020-12-21 04:31:19 main:581] : INFO : Epoch 1021 | loss: 0.0311974 | val_loss: 0.0312139 | Time: 1999.71 ms [2020-12-21 04:31:21 main:581] : INFO : Epoch 1022 | loss: 0.0311964 | val_loss: 0.0312102 | Time: 2000.07 ms [2020-12-21 04:31:23 main:581] : INFO : Epoch 1023 | loss: 0.0311952 | val_loss: 0.0312108 | Time: 1997.82 ms [2020-12-21 04:31:25 main:581] : INFO : Epoch 1024 | loss: 0.0311995 | val_loss: 0.0312095 | Time: 2003.23 ms [2020-12-21 04:31:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312095 [2020-12-21 04:31:25 main:610] : INFO : Saving end state to config to file [2020-12-21 04:31:25 main:615] : INFO : Success, exiting.. 04:31:25 (3508700): 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)