Task 3845403
| Name | ParityMachine-1605455002-19385-14_0 |
| Workunit | 2012739 |
| Created | 25 Jan 2021, 13:35:50 UTC |
| Sent | 25 Jan 2021, 13:39:52 UTC |
| Report deadline | 1 Feb 2021, 13:39:52 UTC |
| Received | 25 Jan 2021, 14:50:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 35 min 5 sec |
| CPU time | 34 min 40 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0312013 | val_loss: 0.0312073 | Time: 2043.22 ms [2021-01-25 15:07:24 main:574] : INFO : Epoch 515 | loss: 0.0312006 | val_loss: 0.0312091 | Time: 2034.88 ms [2021-01-25 15:07:26 main:574] : INFO : Epoch 516 | loss: 0.0311998 | val_loss: 0.0312078 | Time: 2036.79 ms [2021-01-25 15:07:29 main:574] : INFO : Epoch 517 | loss: 0.0312002 | val_loss: 0.0312089 | Time: 2036.78 ms [2021-01-25 15:07:31 main:574] : INFO : Epoch 518 | loss: 0.0312007 | val_loss: 0.0312115 | Time: 2032.75 ms [2021-01-25 15:07:33 main:574] : INFO : Epoch 519 | loss: 0.0312008 | val_loss: 0.0312172 | Time: 2038.32 ms [2021-01-25 15:07:35 main:574] : INFO : Epoch 520 | loss: 0.0312049 | val_loss: 0.0312108 | Time: 2031.84 ms [2021-01-25 15:07:37 main:574] : INFO : Epoch 521 | loss: 0.0312007 | val_loss: 0.0312116 | Time: 2038.2 ms [2021-01-25 15:07:39 main:574] : INFO : Epoch 522 | loss: 0.0311997 | val_loss: 0.0312087 | Time: 2037.63 ms [2021-01-25 15:07:41 main:574] : INFO : Epoch 523 | loss: 0.0311983 | val_loss: 0.0312121 | Time: 2038.9 ms [2021-01-25 15:07:43 main:574] : INFO : Epoch 524 | loss: 0.0311999 | val_loss: 0.03121 | Time: 2037.09 ms [2021-01-25 15:07:45 main:574] : INFO : Epoch 525 | loss: 0.031199 | val_loss: 0.0312083 | Time: 2037.14 ms [2021-01-25 15:07:47 main:574] : INFO : Epoch 526 | loss: 0.0311987 | val_loss: 0.0312109 | Time: 2037.08 ms [2021-01-25 15:07:49 main:574] : INFO : Epoch 527 | loss: 0.0311995 | val_loss: 0.0312113 | Time: 2040.13 ms [2021-01-25 15:07:51 main:574] : INFO : Epoch 528 | loss: 0.0312015 | val_loss: 0.0312107 | Time: 2040.28 ms [2021-01-25 15:07:53 main:574] : INFO : Epoch 529 | loss: 0.0312003 | val_loss: 0.0312114 | Time: 2037.57 ms [2021-01-25 15:07:55 main:574] : INFO : Epoch 530 | loss: 0.0311998 | val_loss: 0.0312096 | Time: 2040.3 ms [2021-01-25 15:07:57 main:574] : INFO : Epoch 531 | loss: 0.0311997 | val_loss: 0.0312078 | Time: 2034.54 ms [2021-01-25 15:07:59 main:574] : INFO : Epoch 532 | loss: 0.0311992 | val_loss: 0.0312085 | Time: 2039.57 ms [2021-01-25 15:08:01 main:574] : INFO : Epoch 533 | loss: 0.0311989 | val_loss: 0.0312083 | Time: 2040.19 ms [2021-01-25 15:08:03 main:574] : INFO : Epoch 534 | loss: 0.0311977 | val_loss: 0.031208 | Time: 2042.25 ms [2021-01-25 15:08:05 main:574] : INFO : Epoch 535 | loss: 0.0311975 | val_loss: 0.031208 | Time: 2038.51 ms [2021-01-25 15:08:07 main:574] : INFO : Epoch 536 | loss: 0.031199 | val_loss: 0.0312086 | Time: 2039.88 ms [2021-01-25 15:08:09 main:574] : INFO : Epoch 537 | loss: 0.0311982 | val_loss: 0.0312083 | Time: 2041.42 ms [2021-01-25 15:08:12 main:574] : INFO : Epoch 538 | loss: 0.0311992 | val_loss: 0.0312083 | Time: 2036.08 ms [2021-01-25 15:08:14 main:574] : INFO : Epoch 539 | loss: 0.0311985 | val_loss: 0.031208 | Time: 2040.33 ms [2021-01-25 15:08:16 main:574] : INFO : Epoch 540 | loss: 0.0311982 | val_loss: 0.031209 | Time: 2034.53 ms [2021-01-25 15:08:18 main:574] : INFO : Epoch 541 | loss: 0.0311987 | val_loss: 0.0312078 | Time: 2038.17 ms [2021-01-25 15:08:20 main:574] : INFO : Epoch 542 | loss: 0.0311977 | val_loss: 0.0312094 | Time: 2032.98 ms [2021-01-25 15:08:22 main:574] : INFO : Epoch 543 | loss: 0.0311974 | val_loss: 0.0312118 | Time: 2034.03 ms [2021-01-25 15:08:24 main:574] : INFO : Epoch 544 | loss: 0.0311993 | val_loss: 0.0312076 | Time: 2037.53 ms [2021-01-25 15:08:26 main:574] : INFO : Epoch 545 | loss: 0.0311999 | val_loss: 0.0312136 | Time: 2039.25 ms [2021-01-25 15:08:28 main:574] : INFO : Epoch 546 | loss: 0.0312023 | val_loss: 0.0312121 | Time: 2037.35 ms [2021-01-25 15:08:30 main:574] : INFO : Epoch 547 | loss: 0.0312007 | val_loss: 0.0312073 | Time: 2038.87 ms [2021-01-25 15:08:32 main:574] : INFO : Epoch 548 | loss: 0.0311998 | val_loss: 0.0312061 | Time: 2041.37 ms [2021-01-25 15:08:34 main:574] : INFO : Epoch 549 | loss: 0.0311986 | val_loss: 0.0312082 | Time: 2039.2 ms [2021-01-25 15:08:36 main:574] : INFO : Epoch 550 | loss: 0.0311978 | val_loss: 0.0312139 | Time: 2031.97 ms [2021-01-25 15:08:38 main:574] : INFO : Epoch 551 | loss: 0.0311995 | val_loss: 0.0312067 | Time: 2039.28 ms [2021-01-25 15:08:40 main:574] : INFO : Epoch 552 | loss: 0.0311984 | val_loss: 0.0312076 | Time: 2044.57 ms [2021-01-25 15:08:42 main:574] : INFO : Epoch 553 | loss: 0.0311987 | val_loss: 0.0312156 | Time: 2036.92 ms [2021-01-25 15:08:44 main:574] : INFO : Epoch 554 | loss: 0.0311988 | val_loss: 0.0312068 | Time: 2036.83 ms [2021-01-25 15:08:46 main:574] : INFO : Epoch 555 | loss: 0.0311982 | val_loss: 0.0312093 | Time: 2037.6 ms [2021-01-25 15:08:48 main:574] : INFO : Epoch 556 | loss: 0.0311981 | val_loss: 0.0312083 | Time: 2039.67 ms [2021-01-25 15:08:50 main:574] : INFO : Epoch 557 | loss: 0.0311977 | val_loss: 0.0312062 | Time: 2039.7 ms [2021-01-25 15:08:52 main:574] : INFO : Epoch 558 | loss: 0.031197 | val_loss: 0.0312075 | Time: 2039.47 ms [2021-01-25 15:08:55 main:574] : INFO : Epoch 559 | loss: 0.0311978 | val_loss: 0.0312071 | Time: 2034.04 ms [2021-01-25 15:08:57 main:574] : INFO : Epoch 560 | loss: 0.0311997 | val_loss: 0.0312087 | Time: 2038.04 ms [2021-01-25 15:08:59 main:574] : INFO : Epoch 561 | loss: 0.0311993 | val_loss: 0.0312109 | Time: 2041.41 ms [2021-01-25 15:09:01 main:574] : INFO : Epoch 562 | loss: 0.0311991 | val_loss: 0.0312114 | Time: 2038.99 ms [2021-01-25 15:09:03 main:574] : INFO : Epoch 563 | loss: 0.0311999 | val_loss: 0.0312081 | Time: 2038.1 ms [2021-01-25 15:09:05 main:574] : INFO : Epoch 564 | loss: 0.0311983 | val_loss: 0.0312068 | Time: 2034.49 ms [2021-01-25 15:09:07 main:574] : INFO : Epoch 565 | loss: 0.0311982 | val_loss: 0.0312074 | Time: 2048.24 ms [2021-01-25 15:09:09 main:574] : INFO : Epoch 566 | loss: 0.031201 | val_loss: 0.031207 | Time: 2043.78 ms [2021-01-25 15:09:11 main:574] : INFO : Epoch 567 | loss: 0.0311972 | val_loss: 0.0312075 | Time: 2038.29 ms [2021-01-25 15:09:13 main:574] : INFO : Epoch 568 | loss: 0.0311999 | val_loss: 0.0312077 | Time: 2036.18 ms [2021-01-25 15:09:15 main:574] : INFO : Epoch 569 | loss: 0.0311977 | val_loss: 0.031211 | Time: 2043.29 ms [2021-01-25 15:09:17 main:574] : INFO : Epoch 570 | loss: 0.0312004 | val_loss: 0.0312102 | Time: 2039.64 ms [2021-01-25 15:09:19 main:574] : INFO : Epoch 571 | loss: 0.0311988 | val_loss: 0.0312076 | Time: 2042.04 ms [2021-01-25 15:09:21 main:574] : INFO : Epoch 572 | loss: 0.0311973 | val_loss: 0.0312073 | Time: 2039.71 ms [2021-01-25 15:09:23 main:574] : INFO : Epoch 573 | loss: 0.0311976 | val_loss: 0.0312101 | Time: 2037.33 ms [2021-01-25 15:09:25 main:574] : INFO : Epoch 574 | loss: 0.0311973 | val_loss: 0.0312089 | Time: 2041.84 ms [2021-01-25 15:09:27 main:574] : INFO : Epoch 575 | loss: 0.0311979 | val_loss: 0.0312075 | Time: 2033.98 ms [2021-01-25 15:09:29 main:574] : INFO : Epoch 576 | loss: 0.031199 | val_loss: 0.0312075 | Time: 2036.26 ms [2021-01-25 15:09:31 main:574] : INFO : Epoch 577 | loss: 0.0311966 | val_loss: 0.0312082 | Time: 2046.19 ms [2021-01-25 15:09:33 main:574] : INFO : Epoch 578 | loss: 0.0311983 | val_loss: 0.0312134 | Time: 2045.31 ms [2021-01-25 15:09:36 main:574] : INFO : Epoch 579 | loss: 0.0312 | val_loss: 0.0312084 | Time: 2034.66 ms [2021-01-25 15:09:38 main:574] : INFO : Epoch 580 | loss: 0.0312011 | val_loss: 0.0312079 | Time: 2036.32 ms [2021-01-25 15:09:40 main:574] : INFO : Epoch 581 | loss: 0.0312008 | val_loss: 0.0312077 | Time: 2036.33 ms [2021-01-25 15:09:42 main:574] : INFO : Epoch 582 | loss: 0.031197 | val_loss: 0.031208 | Time: 2044.9 ms [2021-01-25 15:09:44 main:574] : INFO : Epoch 583 | loss: 0.0311978 | val_loss: 0.031207 | Time: 2039 ms [2021-01-25 15:09:46 main:574] : INFO : Epoch 584 | loss: 0.0311992 | val_loss: 0.0312067 | Time: 2042.46 ms [2021-01-25 15:09:48 main:574] : INFO : Epoch 585 | loss: 0.0311995 | val_loss: 0.0312058 | Time: 2038.68 ms [2021-01-25 15:09:50 main:574] : INFO : Epoch 586 | loss: 0.0311995 | val_loss: 0.0312187 | Time: 2042.2 ms [2021-01-25 15:09:52 main:574] : INFO : Epoch 587 | loss: 0.0312017 | val_loss: 0.031207 | Time: 2047.2 ms [2021-01-25 15:09:54 main:574] : INFO : Epoch 588 | loss: 0.0312016 | val_loss: 0.0312089 | Time: 2040.9 ms [2021-01-25 15:09:56 main:574] : INFO : Epoch 589 | loss: 0.0311989 | val_loss: 0.0312088 | Time: 2037.17 ms [2021-01-25 15:09:58 main:574] : INFO : Epoch 590 | loss: 0.0311983 | val_loss: 0.0312072 | Time: 2038.46 ms [2021-01-25 15:10:00 main:574] : INFO : Epoch 591 | loss: 0.0311969 | val_loss: 0.031214 | Time: 2046.42 ms [2021-01-25 15:10:02 main:574] : INFO : Epoch 592 | loss: 0.0311989 | val_loss: 0.031209 | Time: 2037.47 ms [2021-01-25 15:10:04 main:574] : INFO : Epoch 593 | loss: 0.0311989 | val_loss: 0.0312069 | Time: 2034.44 ms [2021-01-25 15:10:06 main:574] : INFO : Epoch 594 | loss: 0.0311972 | val_loss: 0.0312076 | Time: 2035.47 ms [2021-01-25 15:10:08 main:574] : INFO : Epoch 595 | loss: 0.0311969 | val_loss: 0.0312096 | Time: 2045.16 ms [2021-01-25 15:10:10 main:574] : INFO : Epoch 596 | loss: 0.0311978 | val_loss: 0.0312114 | Time: 2045.93 ms [2021-01-25 15:10:12 main:574] : INFO : Epoch 597 | loss: 0.031198 | val_loss: 0.031207 | Time: 2035.19 ms [2021-01-25 15:10:14 main:574] : INFO : Epoch 598 | loss: 0.0311968 | val_loss: 0.0312073 | Time: 2031.11 ms [2021-01-25 15:10:17 main:574] : INFO : Epoch 599 | loss: 0.0311986 | val_loss: 0.0312064 | Time: 2043.19 ms [2021-01-25 15:10:19 main:574] : INFO : Epoch 600 | loss: 0.0311972 | val_loss: 0.0312104 | Time: 2044.29 ms [2021-01-25 15:10:21 main:574] : INFO : Epoch 601 | loss: 0.0311982 | val_loss: 0.0312111 | Time: 2040.24 ms [2021-01-25 15:10:23 main:574] : INFO : Epoch 602 | loss: 0.0311979 | val_loss: 0.0312067 | Time: 2041.16 ms [2021-01-25 15:10:25 main:574] : INFO : Epoch 603 | loss: 0.0311974 | val_loss: 0.0312082 | Time: 2042.47 ms [2021-01-25 15:10:27 main:574] : INFO : Epoch 604 | loss: 0.0311983 | val_loss: 0.0312075 | Time: 2046.11 ms [2021-01-25 15:10:29 main:574] : INFO : Epoch 605 | loss: 0.0311997 | val_loss: 0.0312137 | Time: 2035.61 ms [2021-01-25 15:10:31 main:574] : INFO : Epoch 606 | loss: 0.0311998 | val_loss: 0.0312082 | Time: 2035.9 ms [2021-01-25 15:10:33 main:574] : INFO : Epoch 607 | loss: 0.0311974 | val_loss: 0.0312087 | Time: 2040.83 ms [2021-01-25 15:10:35 main:574] : INFO : Epoch 608 | loss: 0.0311967 | val_loss: 0.0312113 | Time: 2039.69 ms [2021-01-25 15:10:37 main:574] : INFO : Epoch 609 | loss: 0.0312026 | val_loss: 0.0312162 | Time: 2040.63 ms [2021-01-25 15:10:39 main:574] : INFO : Epoch 610 | loss: 0.0311986 | val_loss: 0.0312064 | Time: 2039.73 ms [2021-01-25 15:10:41 main:574] : INFO : Epoch 611 | loss: 0.0311973 | val_loss: 0.0312072 | Time: 2041.07 ms [2021-01-25 15:10:43 main:574] : INFO : Epoch 612 | loss: 0.0312002 | val_loss: 0.0312126 | Time: 2040.38 ms [2021-01-25 15:10:45 main:574] : INFO : Epoch 613 | loss: 0.0311999 | val_loss: 0.0312087 | Time: 2038.39 ms [2021-01-25 15:10:47 main:574] : INFO : Epoch 614 | loss: 0.0311968 | val_loss: 0.0312066 | Time: 2037.5 ms [2021-01-25 15:10:49 main:574] : INFO : Epoch 615 | loss: 0.0311964 | val_loss: 0.031214 | Time: 2041.2 ms [2021-01-25 15:10:51 main:574] : INFO : Epoch 616 | loss: 0.0311976 | val_loss: 0.0312104 | Time: 2043.14 ms [2021-01-25 15:10:53 main:574] : INFO : Epoch 617 | loss: 0.0311994 | val_loss: 0.0312087 | Time: 2031.92 ms [2021-01-25 15:10:55 main:574] : INFO : Epoch 618 | loss: 0.0311971 | val_loss: 0.0312112 | Time: 2032.34 ms [2021-01-25 15:10:58 main:574] : INFO : Epoch 619 | loss: 0.0311983 | val_loss: 0.031207 | Time: 2041.36 ms [2021-01-25 15:11:00 main:574] : INFO : Epoch 620 | loss: 0.0311968 | val_loss: 0.0312083 | Time: 2042.74 ms [2021-01-25 15:11:02 main:574] : INFO : Epoch 621 | loss: 0.0311973 | val_loss: 0.031207 | Time: 2036.39 ms [2021-01-25 15:11:04 main:574] : INFO : Epoch 622 | loss: 0.0311957 | val_loss: 0.0312076 | Time: 2038.39 ms [2021-01-25 15:11:06 main:574] : INFO : Epoch 623 | loss: 0.0311999 | val_loss: 0.0312079 | Time: 2041.03 ms [2021-01-25 15:11:08 main:574] : INFO : Epoch 624 | loss: 0.0312009 | val_loss: 0.0312108 | Time: 2042.78 ms [2021-01-25 15:11:10 main:574] : INFO : Epoch 625 | loss: 0.0311986 | val_loss: 0.0312083 | Time: 2038.87 ms [2021-01-25 15:11:12 main:574] : INFO : Epoch 626 | loss: 0.0311981 | val_loss: 0.0312069 | Time: 2030.98 ms [2021-01-25 15:11:14 main:574] : INFO : Epoch 627 | loss: 0.0311971 | val_loss: 0.0312066 | Time: 2039.34 ms [2021-01-25 15:11:16 main:574] : INFO : Epoch 628 | loss: 0.0311965 | val_loss: 0.0312056 | Time: 2044.97 ms [2021-01-25 15:11:18 main:574] : INFO : Epoch 629 | loss: 0.0311959 | val_loss: 0.0312061 | Time: 2035.25 ms [2021-01-25 15:11:20 main:574] : INFO : Epoch 630 | loss: 0.0311957 | val_loss: 0.0312078 | Time: 2034.36 ms [2021-01-25 15:11:22 main:574] : INFO : Epoch 631 | loss: 0.0311964 | val_loss: 0.0312079 | Time: 2039.59 ms [2021-01-25 15:11:24 main:574] : INFO : Epoch 632 | loss: 0.0311968 | val_loss: 0.0312082 | Time: 2034.23 ms [2021-01-25 15:11:26 main:574] : INFO : Epoch 633 | loss: 0.0311978 | val_loss: 0.031207 | Time: 2034.91 ms [2021-01-25 15:11:28 main:574] : INFO : Epoch 634 | loss: 0.0311965 | val_loss: 0.0312105 | Time: 2040.55 ms [2021-01-25 15:11:30 main:574] : INFO : Epoch 635 | loss: 0.0311995 | val_loss: 0.031214 | Time: 2037.33 ms [2021-01-25 15:11:32 main:574] : INFO : Epoch 636 | loss: 0.0312076 | val_loss: 0.0312148 | Time: 2040.33 ms [2021-01-25 15:11:34 main:574] : INFO : Epoch 637 | loss: 0.0312012 | val_loss: 0.0312075 | Time: 2037.63 ms [2021-01-25 15:11:36 main:574] : INFO : Epoch 638 | loss: 0.031198 | val_loss: 0.0312063 | Time: 2035.55 ms [2021-01-25 15:11:39 main:574] : INFO : Epoch 639 | loss: 0.0311981 | val_loss: 0.0312066 | Time: 2044.93 ms [2021-01-25 15:11:41 main:574] : INFO : Epoch 640 | loss: 0.0311968 | val_loss: 0.0312093 | Time: 2044.45 ms [2021-01-25 15:11:43 main:574] : INFO : Epoch 641 | loss: 0.0311979 | val_loss: 0.0312093 | Time: 2035.87 ms [2021-01-25 15:11:45 main:574] : INFO : Epoch 642 | loss: 0.0311967 | val_loss: 0.0312072 | Time: 2034.69 ms [2021-01-25 15:11:47 main:574] : INFO : Epoch 643 | loss: 0.0311988 | val_loss: 0.0312076 | Time: 2042.68 ms [2021-01-25 15:11:49 main:574] : INFO : Epoch 644 | loss: 0.0311981 | val_loss: 0.0312069 | Time: 2045.65 ms [2021-01-25 15:11:51 main:574] : INFO : Epoch 645 | loss: 0.0311973 | val_loss: 0.0312064 | Time: 2041.26 ms [2021-01-25 15:11:53 main:574] : INFO : Epoch 646 | loss: 0.0311957 | val_loss: 0.0312061 | Time: 2035.31 ms [2021-01-25 15:11:55 main:574] : INFO : Epoch 647 | loss: 0.0311955 | val_loss: 0.0312097 | Time: 2042.9 ms [2021-01-25 15:11:57 main:574] : INFO : Epoch 648 | loss: 0.0311984 | val_loss: 0.0312067 | Time: 2041.18 ms [2021-01-25 15:11:59 main:574] : INFO : Epoch 649 | loss: 0.0312001 | val_loss: 0.0312063 | Time: 2040.19 ms [2021-01-25 15:12:01 main:574] : INFO : Epoch 650 | loss: 0.0311981 | val_loss: 0.0312058 | Time: 2038.86 ms [2021-01-25 15:12:03 main:574] : INFO : Epoch 651 | loss: 0.031197 | val_loss: 0.0312077 | Time: 2043.76 ms [2021-01-25 15:12:05 main:574] : INFO : Epoch 652 | loss: 0.0311984 | val_loss: 0.0312069 | Time: 2042.12 ms [2021-01-25 15:12:07 main:574] : INFO : Epoch 653 | loss: 0.0311988 | val_loss: 0.0312128 | Time: 2036.67 ms [2021-01-25 15:12:09 main:574] : INFO : Epoch 654 | loss: 0.0311997 | val_loss: 0.0312141 | Time: 2033.99 ms [2021-01-25 15:12:11 main:574] : INFO : Epoch 655 | loss: 0.0311989 | val_loss: 0.0312109 | Time: 2042.2 ms [2021-01-25 15:12:13 main:574] : INFO : Epoch 656 | loss: 0.0311996 | val_loss: 0.0312068 | Time: 2043.26 ms [2021-01-25 15:12:15 main:574] : INFO : Epoch 657 | loss: 0.0311986 | val_loss: 0.0312103 | Time: 2036.96 ms [2021-01-25 15:12:17 main:574] : INFO : Epoch 658 | loss: 0.0311981 | val_loss: 0.0312061 | Time: 2036.74 ms [2021-01-25 15:12:20 main:574] : INFO : Epoch 659 | loss: 0.0311973 | val_loss: 0.0312061 | Time: 2039.59 ms [2021-01-25 15:12:22 main:574] : INFO : Epoch 660 | loss: 0.0311997 | val_loss: 0.0312073 | Time: 2040.45 ms [2021-01-25 15:12:24 main:574] : INFO : Epoch 661 | loss: 0.0312006 | val_loss: 0.031209 | Time: 2039.57 ms [2021-01-25 15:12:26 main:574] : INFO : Epoch 662 | loss: 0.0311978 | val_loss: 0.0312071 | Time: 2038.18 ms [2021-01-25 15:12:28 main:574] : INFO : Epoch 663 | loss: 0.0311971 | val_loss: 0.0312097 | Time: 2044.48 ms [2021-01-25 15:12:30 main:574] : INFO : Epoch 664 | loss: 0.0311972 | val_loss: 0.0312087 | Time: 2046.61 ms [2021-01-25 15:12:32 main:574] : INFO : Epoch 665 | loss: 0.0311988 | val_loss: 0.0312091 | Time: 2038.37 ms [2021-01-25 15:12:34 main:574] : INFO : Epoch 666 | loss: 0.0311994 | val_loss: 0.0312105 | Time: 2034.64 ms [2021-01-25 15:12:36 main:574] : INFO : Epoch 667 | loss: 0.031198 | val_loss: 0.031209 | Time: 2041.42 ms [2021-01-25 15:12:38 main:574] : INFO : Epoch 668 | loss: 0.031198 | val_loss: 0.0312106 | Time: 2041.68 ms [2021-01-25 15:12:40 main:574] : INFO : Epoch 669 | loss: 0.0311966 | val_loss: 0.031206 | Time: 2036.59 ms [2021-01-25 15:12:42 main:574] : INFO : Epoch 670 | loss: 0.0311971 | val_loss: 0.0312164 | Time: 2034.8 ms [2021-01-25 15:12:44 main:574] : INFO : Epoch 671 | loss: 0.0311995 | val_loss: 0.031207 | Time: 2040.67 ms [2021-01-25 15:12:46 main:574] : INFO : Epoch 672 | loss: 0.0311987 | val_loss: 0.0312091 | Time: 2041.37 ms [2021-01-25 15:12:48 main:574] : INFO : Epoch 673 | loss: 0.0311993 | val_loss: 0.0312068 | Time: 2039.67 ms [2021-01-25 15:12:50 main:574] : INFO : Epoch 674 | loss: 0.0312027 | val_loss: 0.0312144 | Time: 2036.15 ms [2021-01-25 15:12:52 main:574] : INFO : Epoch 675 | loss: 0.0312032 | val_loss: 0.0312101 | Time: 2040.65 ms [2021-01-25 15:12:54 main:574] : INFO : Epoch 676 | loss: 0.0312013 | val_loss: 0.0312069 | Time: 2040.83 ms [2021-01-25 15:12:56 main:574] : INFO : Epoch 677 | loss: 0.031201 | val_loss: 0.0312116 | Time: 2033.85 ms [2021-01-25 15:12:58 main:574] : INFO : Epoch 678 | loss: 0.0312 | val_loss: 0.0312065 | Time: 2034.87 ms [2021-01-25 15:13:00 main:574] : INFO : Epoch 679 | loss: 0.0311991 | val_loss: 0.0312067 | Time: 2046.16 ms [2021-01-25 15:13:03 main:574] : INFO : Epoch 680 | loss: 0.0312025 | val_loss: 0.0312068 | Time: 2044.16 ms [2021-01-25 15:13:05 main:574] : INFO : Epoch 681 | loss: 0.0312077 | val_loss: 0.0312078 | Time: 2035.35 ms [2021-01-25 15:13:07 main:574] : INFO : Epoch 682 | loss: 0.0312002 | val_loss: 0.0312058 | Time: 2035.91 ms [2021-01-25 15:13:09 main:574] : INFO : Epoch 683 | loss: 0.0311998 | val_loss: 0.031211 | Time: 2041.23 ms [2021-01-25 15:13:11 main:574] : INFO : Epoch 684 | loss: 0.0312003 | val_loss: 0.0312067 | Time: 2043.69 ms [2021-01-25 15:13:13 main:574] : INFO : Epoch 685 | loss: 0.0312 | val_loss: 0.0312079 | Time: 2038.69 ms [2021-01-25 15:13:15 main:574] : INFO : Epoch 686 | loss: 0.0311981 | val_loss: 0.0312053 | Time: 2030.91 ms [2021-01-25 15:13:17 main:574] : INFO : Epoch 687 | loss: 0.0311991 | val_loss: 0.0312056 | Time: 2039.64 ms [2021-01-25 15:13:19 main:574] : INFO : Epoch 688 | loss: 0.0311994 | val_loss: 0.0312074 | Time: 2033.18 ms [2021-01-25 15:13:21 main:574] : INFO : Epoch 689 | loss: 0.0312009 | val_loss: 0.0312072 | Time: 2036.39 ms [2021-01-25 15:13:23 main:574] : INFO : Epoch 690 | loss: 0.0312003 | val_loss: 0.0312065 | Time: 2037.5 ms [2021-01-25 15:13:25 main:574] : INFO : Epoch 691 | loss: 0.0312009 | val_loss: 0.0312058 | Time: 2038.32 ms [2021-01-25 15:13:27 main:574] : INFO : Epoch 692 | loss: 0.0311997 | val_loss: 0.0312067 | Time: 2042.79 ms [2021-01-25 15:13:29 main:574] : INFO : Epoch 693 | loss: 0.0311984 | val_loss: 0.0312069 | Time: 2041.14 ms [2021-01-25 15:13:31 main:574] : INFO : Epoch 694 | loss: 0.0312003 | val_loss: 0.0312059 | Time: 2033.9 ms [2021-01-25 15:13:33 main:574] : INFO : Epoch 695 | loss: 0.0311997 | val_loss: 0.0312098 | Time: 2045.85 ms [2021-01-25 15:13:35 main:574] : INFO : Epoch 696 | loss: 0.031199 | val_loss: 0.0312087 | Time: 2034.11 ms [2021-01-25 15:13:37 main:574] : INFO : Epoch 697 | loss: 0.0311983 | val_loss: 0.0312073 | Time: 2032.07 ms [2021-01-25 15:13:39 main:574] : INFO : Epoch 698 | loss: 0.0311985 | val_loss: 0.0312108 | Time: 2039.58 ms [2021-01-25 15:13:41 main:574] : INFO : Epoch 699 | loss: 0.031198 | val_loss: 0.0312063 | Time: 2046.4 ms [2021-01-25 15:13:44 main:574] : INFO : Epoch 700 | loss: 0.0311989 | val_loss: 0.031208 | Time: 2040.81 ms [2021-01-25 15:13:46 main:574] : INFO : Epoch 701 | loss: 0.0312006 | val_loss: 0.0312058 | Time: 2044.03 ms [2021-01-25 15:13:48 main:574] : INFO : Epoch 702 | loss: 0.0311978 | val_loss: 0.0312068 | Time: 2037.05 ms [2021-01-25 15:13:50 main:574] : INFO : Epoch 703 | loss: 0.0311981 | val_loss: 0.0312071 | Time: 2044.04 ms [2021-01-25 15:13:52 main:574] : INFO : Epoch 704 | loss: 0.0311979 | val_loss: 0.031206 | Time: 2043.18 ms [2021-01-25 15:13:54 main:574] : INFO : Epoch 705 | loss: 0.0311977 | val_loss: 0.0312064 | Time: 2037.3 ms [2021-01-25 15:13:56 main:574] : INFO : Epoch 706 | loss: 0.0311966 | val_loss: 0.0312074 | Time: 2036.6 ms [2021-01-25 15:13:58 main:574] : INFO : Epoch 707 | loss: 0.0311995 | val_loss: 0.0312068 | Time: 2044.99 ms [2021-01-25 15:14:00 main:574] : INFO : Epoch 708 | loss: 0.0311973 | val_loss: 0.0312055 | Time: 2040.45 ms [2021-01-25 15:14:02 main:574] : INFO : Epoch 709 | loss: 0.0312015 | val_loss: 0.0312065 | Time: 2038.55 ms [2021-01-25 15:14:04 main:574] : INFO : Epoch 710 | loss: 0.0311989 | val_loss: 0.0312059 | Time: 2038.5 ms [2021-01-25 15:14:06 main:574] : INFO : Epoch 711 | loss: 0.0312032 | val_loss: 0.0312132 | Time: 2040.92 ms [2021-01-25 15:14:08 main:574] : INFO : Epoch 712 | loss: 0.0312024 | val_loss: 0.0312077 | Time: 2046.59 ms [2021-01-25 15:14:10 main:574] : INFO : Epoch 713 | loss: 0.0312008 | val_loss: 0.0312081 | Time: 2033.35 ms [2021-01-25 15:14:12 main:574] : INFO : Epoch 714 | loss: 0.031201 | val_loss: 0.0312064 | Time: 2034.25 ms [2021-01-25 15:14:14 main:574] : INFO : Epoch 715 | loss: 0.0311995 | val_loss: 0.0312081 | Time: 2047.04 ms [2021-01-25 15:14:16 main:574] : INFO : Epoch 716 | loss: 0.0312014 | val_loss: 0.0312072 | Time: 2042.84 ms [2021-01-25 15:14:18 main:574] : INFO : Epoch 717 | loss: 0.0312015 | val_loss: 0.0312139 | Time: 2040.27 ms [2021-01-25 15:14:20 main:574] : INFO : Epoch 718 | loss: 0.0312065 | val_loss: 0.0312072 | Time: 2030.31 ms [2021-01-25 15:14:22 main:574] : INFO : Epoch 719 | loss: 0.0312032 | val_loss: 0.031208 | Time: 2043.3 ms [2021-01-25 15:14:25 main:574] : INFO : Epoch 720 | loss: 0.0312015 | val_loss: 0.031209 | Time: 2044.35 ms [2021-01-25 15:14:27 main:574] : INFO : Epoch 721 | loss: 0.0312016 | val_loss: 0.0312078 | Time: 2032.81 ms [2021-01-25 15:14:29 main:574] : INFO : Epoch 722 | loss: 0.0312016 | val_loss: 0.031206 | Time: 2035.43 ms [2021-01-25 15:14:31 main:574] : INFO : Epoch 723 | loss: 0.0311988 | val_loss: 0.0312039 | Time: 2042.55 ms [2021-01-25 15:14:33 main:574] : INFO : Epoch 724 | loss: 0.0312005 | val_loss: 0.0312054 | Time: 2044.01 ms [2021-01-25 15:14:35 main:574] : INFO : Epoch 725 | loss: 0.0312061 | val_loss: 0.0312151 | Time: 2043.7 ms [2021-01-25 15:14:37 main:574] : INFO : Epoch 726 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 2039.61 ms [2021-01-25 15:14:39 main:574] : INFO : Epoch 727 | loss: 0.0311977 | val_loss: 0.0312042 | Time: 2039.26 ms [2021-01-25 15:14:41 main:574] : INFO : Epoch 728 | loss: 0.0311984 | val_loss: 0.0312087 | Time: 2046.6 ms [2021-01-25 15:14:43 main:574] : INFO : Epoch 729 | loss: 0.0311984 | val_loss: 0.0312039 | Time: 2037.08 ms [2021-01-25 15:14:45 main:574] : INFO : Epoch 730 | loss: 0.0312027 | val_loss: 0.0312041 | Time: 2044.22 ms [2021-01-25 15:14:47 main:574] : INFO : Epoch 731 | loss: 0.0311995 | val_loss: 0.0312082 | Time: 2038.43 ms [2021-01-25 15:14:49 main:574] : INFO : Epoch 732 | loss: 0.0311982 | val_loss: 0.0312041 | Time: 2043.97 ms [2021-01-25 15:14:51 main:574] : INFO : Epoch 733 | loss: 0.0311977 | val_loss: 0.0312044 | Time: 2038.93 ms [2021-01-25 15:14:53 main:574] : INFO : Epoch 734 | loss: 0.0311957 | val_loss: 0.0312039 | Time: 2032.36 ms [2021-01-25 15:14:55 main:574] : INFO : Epoch 735 | loss: 0.0311975 | val_loss: 0.0312088 | Time: 2045.51 ms [2021-01-25 15:14:57 main:574] : INFO : Epoch 736 | loss: 0.0312003 | val_loss: 0.0312069 | Time: 2044.36 ms [2021-01-25 15:14:59 main:574] : INFO : Epoch 737 | loss: 0.0312004 | val_loss: 0.0312107 | Time: 2041.07 ms [2021-01-25 15:15:01 main:574] : INFO : Epoch 738 | loss: 0.0312042 | val_loss: 0.0312085 | Time: 2033.92 ms [2021-01-25 15:15:03 main:574] : INFO : Epoch 739 | loss: 0.0312015 | val_loss: 0.0312096 | Time: 2045.65 ms [2021-01-25 15:15:06 main:574] : INFO : Epoch 740 | loss: 0.0311999 | val_loss: 0.0312087 | Time: 2041.45 ms [2021-01-25 15:15:08 main:574] : INFO : Epoch 741 | loss: 0.0312008 | val_loss: 0.0312102 | Time: 2035.56 ms [2021-01-25 15:15:10 main:574] : INFO : Epoch 742 | loss: 0.0311998 | val_loss: 0.0312065 | Time: 2044.36 ms [2021-01-25 15:15:12 main:574] : INFO : Epoch 743 | loss: 0.0312005 | val_loss: 0.0312053 | Time: 2060.9 ms [2021-01-25 15:15:14 main:574] : INFO : Epoch 744 | loss: 0.0311996 | val_loss: 0.0312043 | Time: 2050.17 ms [2021-01-25 15:15:16 main:574] : INFO : Epoch 745 | loss: 0.031196 | val_loss: 0.0312075 | Time: 2041.27 ms [2021-01-25 15:15:18 main:574] : INFO : Epoch 746 | loss: 0.0311968 | val_loss: 0.0312099 | Time: 2039.74 ms [2021-01-25 15:15:20 main:574] : INFO : Epoch 747 | loss: 0.0312003 | val_loss: 0.0312091 | Time: 2043.29 ms [2021-01-25 15:15:22 main:574] : INFO : Epoch 748 | loss: 0.0312005 | val_loss: 0.0312071 | Time: 2036.82 ms [2021-01-25 15:15:24 main:574] : INFO : Epoch 749 | loss: 0.0312017 | val_loss: 0.0312165 | Time: 2040.55 ms [2021-01-25 15:15:26 main:574] : INFO : Epoch 750 | loss: 0.0312038 | val_loss: 0.0312058 | Time: 2036.8 ms [2021-01-25 15:15:28 main:574] : INFO : Epoch 751 | loss: 0.0311989 | val_loss: 0.0312061 | Time: 2038.02 ms [2021-01-25 15:15:30 main:574] : INFO : Epoch 752 | loss: 0.0311984 | val_loss: 0.0312082 | Time: 2036.59 ms [2021-01-25 15:15:32 main:574] : INFO : Epoch 753 | loss: 0.0312013 | val_loss: 0.0312082 | Time: 2032.67 ms [2021-01-25 15:15:34 main:574] : INFO : Epoch 754 | loss: 0.0312006 | val_loss: 0.0312062 | Time: 2030.31 ms [2021-01-25 15:15:36 main:574] : INFO : Epoch 755 | loss: 0.031199 | val_loss: 0.0312047 | Time: 2041.43 ms [2021-01-25 15:15:38 main:574] : INFO : Epoch 756 | loss: 0.0311975 | val_loss: 0.0312067 | Time: 2040.42 ms [2021-01-25 15:15:40 main:574] : INFO : Epoch 757 | loss: 0.0311978 | val_loss: 0.0312053 | Time: 2038.71 ms [2021-01-25 15:15:42 main:574] : INFO : Epoch 758 | loss: 0.0311989 | val_loss: 0.0312062 | Time: 2040 ms [2021-01-25 15:15:45 main:574] : INFO : Epoch 759 | loss: 0.0312019 | val_loss: 0.0312065 | Time: 2048.48 ms [2021-01-25 15:15:47 main:574] : INFO : Epoch 760 | loss: 0.0312027 | val_loss: 0.0312096 | Time: 2037.12 ms [2021-01-25 15:15:49 main:574] : INFO : Epoch 761 | loss: 0.0312012 | val_loss: 0.0312052 | Time: 2044.29 ms [2021-01-25 15:15:51 main:574] : INFO : Epoch 762 | loss: 0.0312026 | val_loss: 0.0312085 | Time: 2036.36 ms [2021-01-25 15:15:53 main:574] : INFO : Epoch 763 | loss: 0.0311982 | val_loss: 0.0312043 | Time: 2036.9 ms [2021-01-25 15:15:55 main:574] : INFO : Epoch 764 | loss: 0.0311975 | val_loss: 0.0312046 | Time: 2046.91 ms [2021-01-25 15:15:57 main:574] : INFO : Epoch 765 | loss: 0.0311989 | val_loss: 0.0312018 | Time: 2035.17 ms [2021-01-25 15:15:59 main:574] : INFO : Epoch 766 | loss: 0.0311996 | val_loss: 0.0312034 | Time: 2033.01 ms [2021-01-25 15:16:01 main:574] : INFO : Epoch 767 | loss: 0.0312 | val_loss: 0.0312007 | Time: 2046.62 ms [2021-01-25 15:16:03 main:574] : INFO : Epoch 768 | loss: 0.0311993 | val_loss: 0.0312023 | Time: 2044.85 ms [2021-01-25 15:16:05 main:574] : INFO : Epoch 769 | loss: 0.0311993 | val_loss: 0.0312038 | Time: 2038.74 ms [2021-01-25 15:16:07 main:574] : INFO : Epoch 770 | loss: 0.0311978 | val_loss: 0.0312021 | Time: 2035.04 ms [2021-01-25 15:16:09 main:574] : INFO : Epoch 771 | loss: 0.0311984 | val_loss: 0.0312016 | Time: 2040.34 ms [2021-01-25 15:16:11 main:574] : INFO : Epoch 772 | loss: 0.0311961 | val_loss: 0.0312003 | Time: 2047.34 ms [2021-01-25 15:16:13 main:574] : INFO : Epoch 773 | loss: 0.0311956 | val_loss: 0.0312004 | Time: 2036.29 ms [2021-01-25 15:16:15 main:574] : INFO : Epoch 774 | loss: 0.0311945 | val_loss: 0.0311997 | Time: 2036.87 ms [2021-01-25 15:16:17 main:574] : INFO : Epoch 775 | loss: 0.0311985 | val_loss: 0.0312037 | Time: 2041.15 ms [2021-01-25 15:16:19 main:574] : INFO : Epoch 776 | loss: 0.0311979 | val_loss: 0.0312031 | Time: 2043.95 ms [2021-01-25 15:16:21 main:574] : INFO : Epoch 777 | loss: 0.0311961 | val_loss: 0.0311981 | Time: 2034.93 ms [2021-01-25 15:16:23 main:574] : INFO : Epoch 778 | loss: 0.0311936 | val_loss: 0.0312014 | Time: 2038.41 ms [2021-01-25 15:16:26 main:574] : INFO : Epoch 779 | loss: 0.031196 | val_loss: 0.0311997 | Time: 2045.87 ms [2021-01-25 15:16:28 main:574] : INFO : Epoch 780 | loss: 0.0311999 | val_loss: 0.0312022 | Time: 2042.51 ms [2021-01-25 15:16:30 main:574] : INFO : Epoch 781 | loss: 0.0311974 | val_loss: 0.0311977 | Time: 2034.15 ms [2021-01-25 15:16:32 main:574] : INFO : Epoch 782 | loss: 0.0311944 | val_loss: 0.0311985 | Time: 2040.32 ms [2021-01-25 15:16:34 main:574] : INFO : Epoch 783 | loss: 0.0311933 | val_loss: 0.0311987 | Time: 2039.21 ms [2021-01-25 15:16:36 main:574] : INFO : Epoch 784 | loss: 0.0311966 | val_loss: 0.0311977 | Time: 2043.78 ms [2021-01-25 15:16:38 main:574] : INFO : Epoch 785 | loss: 0.0311955 | val_loss: 0.0312027 | Time: 2036.27 ms [2021-01-25 15:16:40 main:574] : INFO : Epoch 786 | loss: 0.031194 | val_loss: 0.031198 | Time: 2041.69 ms [2021-01-25 15:16:42 main:574] : INFO : Epoch 787 | loss: 0.0311935 | val_loss: 0.0311993 | Time: 2038.18 ms [2021-01-25 15:16:44 main:574] : INFO : Epoch 788 | loss: 0.0311942 | val_loss: 0.0311997 | Time: 2040.13 ms [2021-01-25 15:16:46 main:574] : INFO : Epoch 789 | loss: 0.0311936 | val_loss: 0.0311994 | Time: 2043.15 ms [2021-01-25 15:16:48 main:574] : INFO : Epoch 790 | loss: 0.0311967 | val_loss: 0.0312008 | Time: 2036.93 ms [2021-01-25 15:16:50 main:574] : INFO : Epoch 791 | loss: 0.0311953 | val_loss: 0.0312048 | Time: 2042.98 ms [2021-01-25 15:16:52 main:574] : INFO : Epoch 792 | loss: 0.0311984 | val_loss: 0.0312073 | Time: 2042.05 ms [2021-01-25 15:16:54 main:574] : INFO : Epoch 793 | loss: 0.0312003 | val_loss: 0.0311993 | Time: 2035.38 ms [2021-01-25 15:16:56 main:574] : INFO : Epoch 794 | loss: 0.0311969 | val_loss: 0.0312037 | Time: 2039.14 ms [2021-01-25 15:16:58 main:574] : INFO : Epoch 795 | loss: 0.0311995 | val_loss: 0.0312052 | Time: 2039.5 ms [2021-01-25 15:17:00 main:574] : INFO : Epoch 796 | loss: 0.0311991 | val_loss: 0.0312005 | Time: 2042.08 ms [2021-01-25 15:17:02 main:574] : INFO : Epoch 797 | loss: 0.0311977 | val_loss: 0.0311992 | Time: 2037.51 ms [2021-01-25 15:17:04 main:574] : INFO : Epoch 798 | loss: 0.0311988 | val_loss: 0.0312003 | Time: 2034.36 ms [2021-01-25 15:17:07 main:574] : INFO : Epoch 799 | loss: 0.0311954 | val_loss: 0.0312024 | Time: 2045.44 ms [2021-01-25 15:17:09 main:574] : INFO : Epoch 800 | loss: 0.0311999 | val_loss: 0.0312073 | Time: 2040.96 ms [2021-01-25 15:17:11 main:574] : INFO : Epoch 801 | loss: 0.0312074 | val_loss: 0.0312108 | Time: 2034.38 ms [2021-01-25 15:17:13 main:574] : INFO : Epoch 802 | loss: 0.0312082 | val_loss: 0.031209 | Time: 2033.78 ms [2021-01-25 15:17:15 main:574] : INFO : Epoch 803 | loss: 0.031207 | val_loss: 0.0312188 | Time: 2046.04 ms [2021-01-25 15:17:17 main:574] : INFO : Epoch 804 | loss: 0.0312084 | val_loss: 0.0312069 | Time: 2047.06 ms [2021-01-25 15:17:19 main:574] : INFO : Epoch 805 | loss: 0.0312031 | val_loss: 0.031207 | Time: 2035.26 ms [2021-01-25 15:17:21 main:574] : INFO : Epoch 806 | loss: 0.0312049 | val_loss: 0.0312137 | Time: 2035.47 ms [2021-01-25 15:17:23 main:574] : INFO : Epoch 807 | loss: 0.0312049 | val_loss: 0.0312072 | Time: 2045.18 ms [2021-01-25 15:17:25 main:574] : INFO : Epoch 808 | loss: 0.0312041 | val_loss: 0.0312093 | Time: 2042.22 ms [2021-01-25 15:17:27 main:574] : INFO : Epoch 809 | loss: 0.0312036 | val_loss: 0.0312077 | Time: 2033.96 ms [2021-01-25 15:17:29 main:574] : INFO : Epoch 810 | loss: 0.0312044 | val_loss: 0.0312067 | Time: 2033.99 ms [2021-01-25 15:17:31 main:574] : INFO : Epoch 811 | loss: 0.0312026 | val_loss: 0.0312071 | Time: 2044.1 ms [2021-01-25 15:17:33 main:574] : INFO : Epoch 812 | loss: 0.0312024 | val_loss: 0.031207 | Time: 2039.53 ms [2021-01-25 15:17:35 main:574] : INFO : Epoch 813 | loss: 0.0312048 | val_loss: 0.0312113 | Time: 2038.68 ms [2021-01-25 15:17:37 main:574] : INFO : Epoch 814 | loss: 0.0312018 | val_loss: 0.0312083 | Time: 2039.29 ms [2021-01-25 15:17:39 main:574] : INFO : Epoch 815 | loss: 0.0312016 | val_loss: 0.0312064 | Time: 2049.68 ms [2021-01-25 15:17:41 main:574] : INFO : Epoch 816 | loss: 0.0312015 | val_loss: 0.0312069 | Time: 2042.01 ms [2021-01-25 15:17:43 main:574] : INFO : Epoch 817 | loss: 0.0312015 | val_loss: 0.0312068 | Time: 2036.47 ms [2021-01-25 15:17:45 main:574] : INFO : Epoch 818 | loss: 0.0312013 | val_loss: 0.0312053 | Time: 2035.29 ms [2021-01-25 15:17:48 main:574] : INFO : Epoch 819 | loss: 0.0312019 | val_loss: 0.031206 | Time: 2041.38 ms [2021-01-25 15:17:50 main:574] : INFO : Epoch 820 | loss: 0.031201 | val_loss: 0.0312041 | Time: 2039.13 ms [2021-01-25 15:17:52 main:574] : INFO : Epoch 821 | loss: 0.0311997 | val_loss: 0.0312049 | Time: 2043.9 ms [2021-01-25 15:17:54 main:574] : INFO : Epoch 822 | loss: 0.0312038 | val_loss: 0.0312147 | Time: 2033.66 ms [2021-01-25 15:17:56 main:574] : INFO : Epoch 823 | loss: 0.0312023 | val_loss: 0.0312046 | Time: 2044.93 ms [2021-01-25 15:17:58 main:574] : INFO : Epoch 824 | loss: 0.0311999 | val_loss: 0.0312045 | Time: 2042.26 ms [2021-01-25 15:18:00 main:574] : INFO : Epoch 825 | loss: 0.0312 | val_loss: 0.0312038 | Time: 2033.58 ms [2021-01-25 15:18:02 main:574] : INFO : Epoch 826 | loss: 0.0312 | val_loss: 0.0312034 | Time: 2034.26 ms [2021-01-25 15:18:04 main:574] : INFO : Epoch 827 | loss: 0.0311989 | val_loss: 0.0312031 | Time: 2043.09 ms [2021-01-25 15:18:06 main:574] : INFO : Epoch 828 | loss: 0.0311991 | val_loss: 0.0312061 | Time: 2040.51 ms [2021-01-25 15:18:08 main:574] : INFO : Epoch 829 | loss: 0.0312002 | val_loss: 0.0312034 | Time: 2037.88 ms [2021-01-25 15:18:10 main:574] : INFO : Epoch 830 | loss: 0.0312049 | val_loss: 0.0312078 | Time: 2039.65 ms [2021-01-25 15:18:12 main:574] : INFO : Epoch 831 | loss: 0.031202 | val_loss: 0.0312044 | Time: 2046.76 ms [2021-01-25 15:18:14 main:574] : INFO : Epoch 832 | loss: 0.0312002 | val_loss: 0.0312077 | Time: 2048.19 ms [2021-01-25 15:18:16 main:574] : INFO : Epoch 833 | loss: 0.0312026 | val_loss: 0.0312059 | Time: 2039.25 ms [2021-01-25 15:18:18 main:574] : INFO : Epoch 834 | loss: 0.0312035 | val_loss: 0.031206 | Time: 2036.92 ms [2021-01-25 15:18:20 main:574] : INFO : Epoch 835 | loss: 0.0312002 | val_loss: 0.0312031 | Time: 2045.73 ms [2021-01-25 15:18:22 main:574] : INFO : Epoch 836 | loss: 0.0312 | val_loss: 0.0312043 | Time: 2037.58 ms [2021-01-25 15:18:24 main:574] : INFO : Epoch 837 | loss: 0.0312005 | val_loss: 0.0312067 | Time: 2036.45 ms [2021-01-25 15:18:26 main:574] : INFO : Epoch 838 | loss: 0.031199 | val_loss: 0.0312033 | Time: 2029.99 ms [2021-01-25 15:18:29 main:574] : INFO : Epoch 839 | loss: 0.0311982 | val_loss: 0.031205 | Time: 2046.8 ms [2021-01-25 15:18:31 main:574] : INFO : Epoch 840 | loss: 0.0311995 | val_loss: 0.0312071 | Time: 2040.26 ms [2021-01-25 15:18:33 main:574] : INFO : Epoch 841 | loss: 0.0312002 | val_loss: 0.0312031 | Time: 2038.4 ms [2021-01-25 15:18:35 main:574] : INFO : Epoch 842 | loss: 0.0311981 | val_loss: 0.0312088 | Time: 2032.09 ms [2021-01-25 15:18:37 main:574] : INFO : Epoch 843 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 2041.1 ms [2021-01-25 15:18:39 main:574] : INFO : Epoch 844 | loss: 0.0312002 | val_loss: 0.0312063 | Time: 2039.77 ms [2021-01-25 15:18:41 main:574] : INFO : Epoch 845 | loss: 0.0311998 | val_loss: 0.0312057 | Time: 2038.05 ms [2021-01-25 15:18:43 main:574] : INFO : Epoch 846 | loss: 0.0312002 | val_loss: 0.0312046 | Time: 2032.53 ms [2021-01-25 15:18:45 main:574] : INFO : Epoch 847 | loss: 0.0311991 | val_loss: 0.0312052 | Time: 2041.05 ms [2021-01-25 15:18:47 main:574] : INFO : Epoch 848 | loss: 0.0311981 | val_loss: 0.0312024 | Time: 2040.32 ms [2021-01-25 15:18:49 main:574] : INFO : Epoch 849 | loss: 0.031198 | val_loss: 0.0312074 | Time: 2034.42 ms [2021-01-25 15:18:51 main:574] : INFO : Epoch 850 | loss: 0.0311971 | val_loss: 0.0312036 | Time: 2029.72 ms [2021-01-25 15:18:53 main:574] : INFO : Epoch 851 | loss: 0.031197 | val_loss: 0.0312026 | Time: 2042.12 ms [2021-01-25 15:18:55 main:574] : INFO : Epoch 852 | loss: 0.0311987 | val_loss: 0.0312069 | Time: 2045.72 ms [2021-01-25 15:18:57 main:574] : INFO : Epoch 853 | loss: 0.0311995 | val_loss: 0.0312116 | Time: 2036.68 ms [2021-01-25 15:18:59 main:574] : INFO : Epoch 854 | loss: 0.0312011 | val_loss: 0.0312065 | Time: 2036.4 ms [2021-01-25 15:19:01 main:574] : INFO : Epoch 855 | loss: 0.0312009 | val_loss: 0.0312055 | Time: 2041.9 ms [2021-01-25 15:19:03 main:574] : INFO : Epoch 856 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 2041.91 ms [2021-01-25 15:19:05 main:574] : INFO : Epoch 857 | loss: 0.0312007 | val_loss: 0.0312048 | Time: 2034.57 ms [2021-01-25 15:19:07 main:574] : INFO : Epoch 858 | loss: 0.0312003 | val_loss: 0.0312111 | Time: 2031.14 ms [2021-01-25 15:19:09 main:574] : INFO : Epoch 859 | loss: 0.0311994 | val_loss: 0.031204 | Time: 2053.71 ms [2021-01-25 15:19:12 main:574] : INFO : Epoch 860 | loss: 0.031198 | val_loss: 0.0312038 | Time: 2042.51 ms [2021-01-25 15:19:14 main:574] : INFO : Epoch 861 | loss: 0.0311977 | val_loss: 0.0312082 | Time: 2038.77 ms [2021-01-25 15:19:16 main:574] : INFO : Epoch 862 | loss: 0.0311995 | val_loss: 0.0312036 | Time: 2030.9 ms [2021-01-25 15:19:18 main:574] : INFO : Epoch 863 | loss: 0.031199 | val_loss: 0.031205 | Time: 2043.91 ms [2021-01-25 15:19:20 main:574] : INFO : Epoch 864 | loss: 0.0311991 | val_loss: 0.03121 | Time: 2040.75 ms [2021-01-25 15:19:22 main:574] : INFO : Epoch 865 | loss: 0.0312019 | val_loss: 0.0312049 | Time: 2037.22 ms [2021-01-25 15:19:24 main:574] : INFO : Epoch 866 | loss: 0.0311996 | val_loss: 0.0312041 | Time: 2039.47 ms [2021-01-25 15:19:26 main:574] : INFO : Epoch 867 | loss: 0.0311969 | val_loss: 0.0312021 | Time: 2044.59 ms [2021-01-25 15:19:28 main:574] : INFO : Epoch 868 | loss: 0.0311991 | val_loss: 0.0312092 | Time: 2041.33 ms [2021-01-25 15:19:30 main:574] : INFO : Epoch 869 | loss: 0.0311978 | val_loss: 0.0312039 | Time: 2042.11 ms [2021-01-25 15:19:32 main:574] : INFO : Epoch 870 | loss: 0.0311989 | val_loss: 0.0312032 | Time: 2041.49 ms [2021-01-25 15:19:34 main:574] : INFO : Epoch 871 | loss: 0.0311977 | val_loss: 0.0312072 | Time: 2043.72 ms [2021-01-25 15:19:36 main:574] : INFO : Epoch 872 | loss: 0.0312 | val_loss: 0.0312021 | Time: 2045.51 ms [2021-01-25 15:19:38 main:574] : INFO : Epoch 873 | loss: 0.031199 | val_loss: 0.0312049 | Time: 2035.77 ms [2021-01-25 15:19:40 main:574] : INFO : Epoch 874 | loss: 0.0311972 | val_loss: 0.031204 | Time: 2039.08 ms [2021-01-25 15:19:42 main:574] : INFO : Epoch 875 | loss: 0.0311996 | val_loss: 0.0312006 | Time: 2041.06 ms [2021-01-25 15:19:44 main:574] : INFO : Epoch 876 | loss: 0.0311949 | val_loss: 0.0312024 | Time: 2035.44 ms [2021-01-25 15:19:46 main:574] : INFO : Epoch 877 | loss: 0.0311964 | val_loss: 0.0312025 | Time: 2039.07 ms [2021-01-25 15:19:48 main:574] : INFO : Epoch 878 | loss: 0.0311998 | val_loss: 0.0312075 | Time: 2044.33 ms [2021-01-25 15:19:51 main:574] : INFO : Epoch 879 | loss: 0.0311987 | val_loss: 0.0312028 | Time: 2039.29 ms [2021-01-25 15:19:53 main:574] : INFO : Epoch 880 | loss: 0.0311952 | val_loss: 0.0312032 | Time: 2040.37 ms [2021-01-25 15:19:55 main:574] : INFO : Epoch 881 | loss: 0.0311951 | val_loss: 0.031209 | Time: 2034.88 ms [2021-01-25 15:19:57 main:574] : INFO : Epoch 882 | loss: 0.0312032 | val_loss: 0.0312064 | Time: 2035.05 ms [2021-01-25 15:19:59 main:574] : INFO : Epoch 883 | loss: 0.0312025 | val_loss: 0.0312176 | Time: 2045.08 ms [2021-01-25 15:20:01 main:574] : INFO : Epoch 884 | loss: 0.0311982 | val_loss: 0.0312018 | Time: 2043.14 ms [2021-01-25 15:20:03 main:574] : INFO : Epoch 885 | loss: 0.0311982 | val_loss: 0.0312049 | Time: 2037.13 ms [2021-01-25 15:20:05 main:574] : INFO : Epoch 886 | loss: 0.0311985 | val_loss: 0.0312 | Time: 2031.57 ms [2021-01-25 15:20:07 main:574] : INFO : Epoch 887 | loss: 0.031193 | val_loss: 0.0312002 | Time: 2044.97 ms [2021-01-25 15:20:09 main:574] : INFO : Epoch 888 | loss: 0.0311934 | val_loss: 0.0312018 | Time: 2044.43 ms [2021-01-25 15:20:11 main:574] : INFO : Epoch 889 | loss: 0.0311925 | val_loss: 0.031199 | Time: 2041.77 ms [2021-01-25 15:20:13 main:574] : INFO : Epoch 890 | loss: 0.0311962 | val_loss: 0.0311999 | Time: 2043.24 ms [2021-01-25 15:20:15 main:574] : INFO : Epoch 891 | loss: 0.0311946 | val_loss: 0.0312004 | Time: 2042.66 ms [2021-01-25 15:20:17 main:574] : INFO : Epoch 892 | loss: 0.0311943 | val_loss: 0.0312007 | Time: 2043.27 ms [2021-01-25 15:20:19 main:574] : INFO : Epoch 893 | loss: 0.0311949 | val_loss: 0.0312049 | Time: 2043.05 ms [2021-01-25 15:20:21 main:574] : INFO : Epoch 894 | loss: 0.0311974 | val_loss: 0.0311991 | Time: 2033.07 ms [2021-01-25 15:20:23 main:574] : INFO : Epoch 895 | loss: 0.0311952 | val_loss: 0.0312039 | Time: 2040.97 ms [2021-01-25 15:20:25 main:574] : INFO : Epoch 896 | loss: 0.0311976 | val_loss: 0.0312044 | Time: 2045.75 ms [2021-01-25 15:20:27 main:574] : INFO : Epoch 897 | loss: 0.0311964 | val_loss: 0.0312031 | Time: 2039.09 ms [2021-01-25 15:20:29 main:574] : INFO : Epoch 898 | loss: 0.0311963 | val_loss: 0.0311991 | Time: 2037.92 ms [2021-01-25 15:20:32 main:574] : INFO : Epoch 899 | loss: 0.0311995 | val_loss: 0.0312032 | Time: 2043.33 ms [2021-01-25 15:20:34 main:574] : INFO : Epoch 900 | loss: 0.0312055 | val_loss: 0.0312148 | Time: 2041.76 ms [2021-01-25 15:20:36 main:574] : INFO : Epoch 901 | loss: 0.0312054 | val_loss: 0.0312067 | Time: 2038.68 ms [2021-01-25 15:20:38 main:574] : INFO : Epoch 902 | loss: 0.0311945 | val_loss: 0.0312012 | Time: 2035.97 ms [2021-01-25 15:20:40 main:574] : INFO : Epoch 903 | loss: 0.0311939 | val_loss: 0.0311989 | Time: 2044.31 ms [2021-01-25 15:20:42 main:574] : INFO : Epoch 904 | loss: 0.0311945 | val_loss: 0.0311999 | Time: 2039.14 ms [2021-01-25 15:20:44 main:574] : INFO : Epoch 905 | loss: 0.0311949 | val_loss: 0.0312061 | Time: 2040.93 ms [2021-01-25 15:20:46 main:574] : INFO : Epoch 906 | loss: 0.0311958 | val_loss: 0.0312014 | Time: 2038.77 ms [2021-01-25 15:20:48 main:574] : INFO : Epoch 907 | loss: 0.0311941 | val_loss: 0.0311993 | Time: 2048.11 ms [2021-01-25 15:20:50 main:574] : INFO : Epoch 908 | loss: 0.0311977 | val_loss: 0.0312028 | Time: 2045.9 ms [2021-01-25 15:20:52 main:574] : INFO : Epoch 909 | loss: 0.0311992 | val_loss: 0.0312114 | Time: 2042.85 ms [2021-01-25 15:20:54 main:574] : INFO : Epoch 910 | loss: 0.0311966 | val_loss: 0.0311985 | Time: 2040.38 ms [2021-01-25 15:20:56 main:574] : INFO : Epoch 911 | loss: 0.0311932 | val_loss: 0.0311992 | Time: 2044.06 ms [2021-01-25 15:20:58 main:574] : INFO : Epoch 912 | loss: 0.0311934 | val_loss: 0.0311985 | Time: 2045.26 ms [2021-01-25 15:21:00 main:574] : INFO : Epoch 913 | loss: 0.0311993 | val_loss: 0.0312052 | Time: 2036.76 ms [2021-01-25 15:21:02 main:574] : INFO : Epoch 914 | loss: 0.0311985 | val_loss: 0.0311993 | Time: 2036.16 ms [2021-01-25 15:21:04 main:574] : INFO : Epoch 915 | loss: 0.0311938 | val_loss: 0.0312048 | Time: 2040.51 ms [2021-01-25 15:21:06 main:574] : INFO : Epoch 916 | loss: 0.0311938 | val_loss: 0.0311976 | Time: 2039.05 ms [2021-01-25 15:21:08 main:574] : INFO : Epoch 917 | loss: 0.0311993 | val_loss: 0.0311992 | Time: 2037.88 ms [2021-01-25 15:21:11 main:574] : INFO : Epoch 918 | loss: 0.0311957 | val_loss: 0.0311992 | Time: 2039.33 ms [2021-01-25 15:21:13 main:574] : INFO : Epoch 919 | loss: 0.0311937 | val_loss: 0.0312005 | Time: 2041.28 ms [2021-01-25 15:21:15 main:574] : INFO : Epoch 920 | loss: 0.0311923 | val_loss: 0.0311987 | Time: 2041.2 ms [2021-01-25 15:21:17 main:574] : INFO : Epoch 921 | loss: 0.031195 | val_loss: 0.0312049 | Time: 2034.03 ms [2021-01-25 15:21:19 main:574] : INFO : Epoch 922 | loss: 0.0311949 | val_loss: 0.0312002 | Time: 2033.98 ms [2021-01-25 15:21:21 main:574] : INFO : Epoch 923 | loss: 0.0311934 | val_loss: 0.0312059 | Time: 2038.89 ms [2021-01-25 15:21:23 main:574] : INFO : Epoch 924 | loss: 0.0311943 | val_loss: 0.0311997 | Time: 2036.43 ms [2021-01-25 15:21:25 main:574] : INFO : Epoch 925 | loss: 0.0311963 | val_loss: 0.0312062 | Time: 2038.46 ms [2021-01-25 15:21:27 main:574] : INFO : Epoch 926 | loss: 0.0311977 | val_loss: 0.031201 | Time: 2033.67 ms [2021-01-25 15:21:29 main:574] : INFO : Epoch 927 | loss: 0.0311938 | val_loss: 0.0312 | Time: 2043.22 ms [2021-01-25 15:21:31 main:574] : INFO : Epoch 928 | loss: 0.0311948 | val_loss: 0.0311996 | Time: 2042.41 ms [2021-01-25 15:21:33 main:574] : INFO : Epoch 929 | loss: 0.0311957 | val_loss: 0.0312143 | Time: 2037.62 ms [2021-01-25 15:21:35 main:574] : INFO : Epoch 930 | loss: 0.0311948 | val_loss: 0.031199 | Time: 2034.84 ms [2021-01-25 15:21:37 main:574] : INFO : Epoch 931 | loss: 0.031194 | val_loss: 0.0312008 | Time: 2044.76 ms [2021-01-25 15:21:39 main:574] : INFO : Epoch 932 | loss: 0.0311939 | val_loss: 0.0312036 | Time: 2041.52 ms [2021-01-25 15:21:41 main:574] : INFO : Epoch 933 | loss: 0.031198 | val_loss: 0.0312036 | Time: 2042.32 ms [2021-01-25 15:21:43 main:574] : INFO : Epoch 934 | loss: 0.0311976 | val_loss: 0.0312025 | Time: 2035.37 ms [2021-01-25 15:21:45 main:574] : INFO : Epoch 935 | loss: 0.0311938 | val_loss: 0.0311993 | Time: 2043.4 ms [2021-01-25 15:21:47 main:574] : INFO : Epoch 936 | loss: 0.0311932 | val_loss: 0.0311995 | Time: 2043.47 ms [2021-01-25 15:21:49 main:574] : INFO : Epoch 937 | loss: 0.0311933 | val_loss: 0.031201 | Time: 2041.6 ms [2021-01-25 15:21:52 main:574] : INFO : Epoch 938 | loss: 0.0311944 | val_loss: 0.031204 | Time: 2043.22 ms [2021-01-25 15:21:54 main:574] : INFO : Epoch 939 | loss: 0.0311963 | val_loss: 0.0312054 | Time: 2046.92 ms [2021-01-25 15:21:56 main:574] : INFO : Epoch 940 | loss: 0.0311938 | val_loss: 0.0312005 | Time: 2045.53 ms [2021-01-25 15:21:58 main:574] : INFO : Epoch 941 | loss: 0.0311936 | val_loss: 0.0312002 | Time: 2036.07 ms [2021-01-25 15:22:00 main:574] : INFO : Epoch 942 | loss: 0.0311934 | val_loss: 0.0312038 | Time: 2032.57 ms [2021-01-25 15:22:02 main:574] : INFO : Epoch 943 | loss: 0.0311933 | val_loss: 0.0312013 | Time: 2039.27 ms [2021-01-25 15:22:04 main:574] : INFO : Epoch 944 | loss: 0.0311927 | val_loss: 0.0312048 | Time: 2043.4 ms [2021-01-25 15:22:06 main:574] : INFO : Epoch 945 | loss: 0.0311958 | val_loss: 0.0312002 | Time: 2039.08 ms [2021-01-25 15:22:08 main:574] : INFO : Epoch 946 | loss: 0.031192 | val_loss: 0.0312023 | Time: 2031.63 ms [2021-01-25 15:22:10 main:574] : INFO : Epoch 947 | loss: 0.0311926 | val_loss: 0.0311993 | Time: 2041.36 ms [2021-01-25 15:22:12 main:574] : INFO : Epoch 948 | loss: 0.031191 | val_loss: 0.0311978 | Time: 2035.54 ms [2021-01-25 15:22:14 main:574] : INFO : Epoch 949 | loss: 0.031192 | val_loss: 0.0312056 | Time: 2040.24 ms [2021-01-25 15:22:16 main:574] : INFO : Epoch 950 | loss: 0.0311959 | val_loss: 0.0312021 | Time: 2041.1 ms [2021-01-25 15:22:18 main:574] : INFO : Epoch 951 | loss: 0.0312008 | val_loss: 0.0312029 | Time: 2042.92 ms [2021-01-25 15:22:20 main:574] : INFO : Epoch 952 | loss: 0.031192 | val_loss: 0.0311977 | Time: 2042.72 ms [2021-01-25 15:22:22 main:574] : INFO : Epoch 953 | loss: 0.0311902 | val_loss: 0.0311975 | Time: 2039.21 ms [2021-01-25 15:22:24 main:574] : INFO : Epoch 954 | loss: 0.0311913 | val_loss: 0.0312037 | Time: 2037.59 ms [2021-01-25 15:22:26 main:574] : INFO : Epoch 955 | loss: 0.0311899 | val_loss: 0.0311973 | Time: 2043.62 ms [2021-01-25 15:22:28 main:574] : INFO : Epoch 956 | loss: 0.0311929 | val_loss: 0.0312007 | Time: 2044.09 ms [2021-01-25 15:22:30 main:574] : INFO : Epoch 957 | loss: 0.0311912 | val_loss: 0.0311991 | Time: 2044.1 ms [2021-01-25 15:22:33 main:574] : INFO : Epoch 958 | loss: 0.0311953 | val_loss: 0.0311986 | Time: 2029.47 ms [2021-01-25 15:22:35 main:574] : INFO : Epoch 959 | loss: 0.0311911 | val_loss: 0.0311979 | Time: 2045.02 ms [2021-01-25 15:22:37 main:574] : INFO : Epoch 960 | loss: 0.0311906 | val_loss: 0.0311976 | Time: 2043.58 ms [2021-01-25 15:22:39 main:574] : INFO : Epoch 961 | loss: 0.0311904 | val_loss: 0.0311985 | Time: 2038.03 ms [2021-01-25 15:22:41 main:574] : INFO : Epoch 962 | loss: 0.0311911 | val_loss: 0.0312007 | Time: 2037.7 ms [2021-01-25 15:22:43 main:574] : INFO : Epoch 963 | loss: 0.0311935 | val_loss: 0.0312031 | Time: 2045.71 ms [2021-01-25 15:22:45 main:574] : INFO : Epoch 964 | loss: 0.0311906 | val_loss: 0.0311979 | Time: 2044.23 ms [2021-01-25 15:22:47 main:574] : INFO : Epoch 965 | loss: 0.0311912 | val_loss: 0.0311993 | Time: 2040.87 ms [2021-01-25 15:22:49 main:574] : INFO : Epoch 966 | loss: 0.0311919 | val_loss: 0.0312044 | Time: 2034.74 ms [2021-01-25 15:22:51 main:574] : INFO : Epoch 967 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 2040.82 ms [2021-01-25 15:22:53 main:574] : INFO : Epoch 968 | loss: 0.0311899 | val_loss: 0.0312001 | Time: 2048.69 ms [2021-01-25 15:22:55 main:574] : INFO : Epoch 969 | loss: 0.031192 | val_loss: 0.0312063 | Time: 2039.32 ms [2021-01-25 15:22:57 main:574] : INFO : Epoch 970 | loss: 0.0311905 | val_loss: 0.0311974 | Time: 2038.01 ms [2021-01-25 15:22:59 main:574] : INFO : Epoch 971 | loss: 0.0311889 | val_loss: 0.0311972 | Time: 2044.61 ms [2021-01-25 15:23:01 main:574] : INFO : Epoch 972 | loss: 0.0311892 | val_loss: 0.0311983 | Time: 2039.68 ms [2021-01-25 15:23:03 main:574] : INFO : Epoch 973 | loss: 0.0311897 | val_loss: 0.0311973 | Time: 2035.29 ms [2021-01-25 15:23:05 main:574] : INFO : Epoch 974 | loss: 0.03119 | val_loss: 0.031197 | Time: 2034.89 ms [2021-01-25 15:23:07 main:574] : INFO : Epoch 975 | loss: 0.0311889 | val_loss: 0.0311979 | Time: 2041.27 ms [2021-01-25 15:23:09 main:574] : INFO : Epoch 976 | loss: 0.0311885 | val_loss: 0.0311981 | Time: 2042.68 ms [2021-01-25 15:23:11 main:574] : INFO : Epoch 977 | loss: 0.03119 | val_loss: 0.031198 | Time: 2039.46 ms [2021-01-25 15:23:14 main:574] : INFO : Epoch 978 | loss: 0.0311892 | val_loss: 0.0311965 | Time: 2033.65 ms [2021-01-25 15:23:16 main:574] : INFO : Epoch 979 | loss: 0.03119 | val_loss: 0.0311985 | Time: 2041.58 ms [2021-01-25 15:23:18 main:574] : INFO : Epoch 980 | loss: 0.0311905 | val_loss: 0.0311983 | Time: 2040.32 ms [2021-01-25 15:23:20 main:574] : INFO : Epoch 981 | loss: 0.0311895 | val_loss: 0.0311965 | Time: 2042.24 ms [2021-01-25 15:23:22 main:574] : INFO : Epoch 982 | loss: 0.0311881 | val_loss: 0.0312025 | Time: 2035.89 ms [2021-01-25 15:23:24 main:574] : INFO : Epoch 983 | loss: 0.0311895 | val_loss: 0.0311967 | Time: 2045.28 ms [2021-01-25 15:23:26 main:574] : INFO : Epoch 984 | loss: 0.0311886 | val_loss: 0.0312006 | Time: 2037.67 ms [2021-01-25 15:23:28 main:574] : INFO : Epoch 985 | loss: 0.0311885 | val_loss: 0.0311984 | Time: 2036.42 ms [2021-01-25 15:23:30 main:574] : INFO : Epoch 986 | loss: 0.0311946 | val_loss: 0.0312179 | Time: 2032.6 ms [2021-01-25 15:23:32 main:574] : INFO : Epoch 987 | loss: 0.0312007 | val_loss: 0.0312064 | Time: 2039.27 ms [2021-01-25 15:23:34 main:574] : INFO : Epoch 988 | loss: 0.0311962 | val_loss: 0.0312001 | Time: 2041.28 ms [2021-01-25 15:23:36 main:574] : INFO : Epoch 989 | loss: 0.0311891 | val_loss: 0.0311986 | Time: 2045.59 ms [2021-01-25 15:23:38 main:574] : INFO : Epoch 990 | loss: 0.0311904 | val_loss: 0.0312052 | Time: 2039.76 ms [2021-01-25 15:23:40 main:574] : INFO : Epoch 991 | loss: 0.0311891 | val_loss: 0.0311965 | Time: 2040.12 ms [2021-01-25 15:23:42 main:574] : INFO : Epoch 992 | loss: 0.0311906 | val_loss: 0.031197 | Time: 2043.62 ms [2021-01-25 15:23:44 main:574] : INFO : Epoch 993 | loss: 0.0311898 | val_loss: 0.0311964 | Time: 2039.18 ms [2021-01-25 15:23:46 main:574] : INFO : Epoch 994 | loss: 0.0311888 | val_loss: 0.0311993 | Time: 2034.57 ms [2021-01-25 15:23:48 main:574] : INFO : Epoch 995 | loss: 0.0311877 | val_loss: 0.031197 | Time: 2045.44 ms [2021-01-25 15:23:50 main:574] : INFO : Epoch 996 | loss: 0.0311889 | val_loss: 0.0312016 | Time: 2035.11 ms [2021-01-25 15:23:52 main:574] : INFO : Epoch 997 | loss: 0.0311904 | val_loss: 0.0311967 | Time: 2039.04 ms [2021-01-25 15:23:55 main:574] : INFO : Epoch 998 | loss: 0.0311889 | val_loss: 0.0311999 | Time: 2037.61 ms [2021-01-25 15:23:57 main:574] : INFO : Epoch 999 | loss: 0.0311873 | val_loss: 0.0311976 | Time: 2043.29 ms [2021-01-25 15:23:59 main:574] : INFO : Epoch 1000 | loss: 0.0311878 | val_loss: 0.0311986 | Time: 2042.88 ms [2021-01-25 15:24:01 main:574] : INFO : Epoch 1001 | loss: 0.031189 | val_loss: 0.0311965 | Time: 2035.39 ms [2021-01-25 15:24:03 main:574] : INFO : Epoch 1002 | loss: 0.0311889 | val_loss: 0.0311979 | Time: 2038.07 ms [2021-01-25 15:24:05 main:574] : INFO : Epoch 1003 | loss: 0.0311881 | val_loss: 0.0311959 | Time: 2040.38 ms [2021-01-25 15:24:07 main:574] : INFO : Epoch 1004 | loss: 0.031189 | val_loss: 0.0311959 | Time: 2049.8 ms [2021-01-25 15:24:09 main:574] : INFO : Epoch 1005 | loss: 0.031191 | val_loss: 0.0312021 | Time: 2038.7 ms [2021-01-25 15:24:11 main:574] : INFO : Epoch 1006 | loss: 0.031195 | val_loss: 0.0312041 | Time: 2037.14 ms [2021-01-25 15:24:13 main:574] : INFO : Epoch 1007 | loss: 0.0311911 | val_loss: 0.0311957 | Time: 2041.66 ms [2021-01-25 15:24:15 main:574] : INFO : Epoch 1008 | loss: 0.0311893 | val_loss: 0.0311998 | Time: 2045.26 ms [2021-01-25 15:24:17 main:574] : INFO : Epoch 1009 | loss: 0.0311895 | val_loss: 0.0311957 | Time: 2039.4 ms [2021-01-25 15:24:19 main:574] : INFO : Epoch 1010 | loss: 0.0311903 | val_loss: 0.0311973 | Time: 2036.6 ms [2021-01-25 15:24:21 main:574] : INFO : Epoch 1011 | loss: 0.031189 | val_loss: 0.0311961 | Time: 2038.74 ms [2021-01-25 15:24:23 main:574] : INFO : Epoch 1012 | loss: 0.0311884 | val_loss: 0.0311965 | Time: 2041.24 ms [2021-01-25 15:24:25 main:574] : INFO : Epoch 1013 | loss: 0.0311889 | val_loss: 0.0312058 | Time: 2036.77 ms [2021-01-25 15:24:27 main:574] : INFO : Epoch 1014 | loss: 0.031193 | val_loss: 0.0312023 | Time: 2032.35 ms [2021-01-25 15:24:29 main:574] : INFO : Epoch 1015 | loss: 0.0311907 | val_loss: 0.0312021 | Time: 2045.54 ms [2021-01-25 15:24:31 main:574] : INFO : Epoch 1016 | loss: 0.0311905 | val_loss: 0.031197 | Time: 2043.24 ms [2021-01-25 15:24:33 main:574] : INFO : Epoch 1017 | loss: 0.0311889 | val_loss: 0.0311979 | Time: 2037.97 ms [2021-01-25 15:24:36 main:574] : INFO : Epoch 1018 | loss: 0.031188 | val_loss: 0.0311957 | Time: 2036.66 ms [2021-01-25 15:24:38 main:574] : INFO : Epoch 1019 | loss: 0.031189 | val_loss: 0.0312008 | Time: 2041.23 ms [2021-01-25 15:24:40 main:574] : INFO : Epoch 1020 | loss: 0.0311951 | val_loss: 0.0312171 | Time: 2038.26 ms [2021-01-25 15:24:42 main:574] : INFO : Epoch 1021 | loss: 0.0312013 | val_loss: 0.0312067 | Time: 2035.73 ms [2021-01-25 15:24:44 main:574] : INFO : Epoch 1022 | loss: 0.0312524 | val_loss: 0.0313327 | Time: 2035.45 ms [2021-01-25 15:24:46 main:574] : INFO : Epoch 1023 | loss: 0.038397 | val_loss: 0.0355736 | Time: 2050.21 ms [2021-01-25 15:24:48 main:574] : INFO : Epoch 1024 | loss: 0.0368831 | val_loss: 0.0326284 | Time: 2038.51 ms [2021-01-25 15:24:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0326284 [2021-01-25 15:24:48 main:603] : INFO : Saving end state to config to file [2021-01-25 15:24:48 main:608] : INFO : Success, exiting.. 15:24:48 (27012): 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)