Task 3382392
| Name | ParityMachine-1606531152-19327-2_0 |
| Workunit | 1637767 |
| Created | 23 Dec 2020, 6:51:28 UTC |
| Sent | 23 Dec 2020, 12:18:00 UTC |
| Report deadline | 30 Dec 2020, 12:18:00 UTC |
| Received | 23 Dec 2020, 16:18:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 48 min 6 sec |
| CPU time | 48 min 2 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> n:581] : INFO : Epoch 510 | loss: 0.0311148 | val_loss: 0.031177 | Time: 2806.81 ms [2020-12-23 07:03:00 main:581] : INFO : Epoch 511 | loss: 0.0311298 | val_loss: 0.0311879 | Time: 2838.87 ms [2020-12-23 07:03:03 main:581] : INFO : Epoch 512 | loss: 0.0311301 | val_loss: 0.0311802 | Time: 2815.49 ms [2020-12-23 07:03:06 main:581] : INFO : Epoch 513 | loss: 0.0311251 | val_loss: 0.0311838 | Time: 2815.13 ms [2020-12-23 07:03:08 main:581] : INFO : Epoch 514 | loss: 0.031121 | val_loss: 0.0311774 | Time: 2813.5 ms [2020-12-23 07:03:11 main:581] : INFO : Epoch 515 | loss: 0.0311232 | val_loss: 0.031182 | Time: 2816.6 ms [2020-12-23 07:03:14 main:581] : INFO : Epoch 516 | loss: 0.031119 | val_loss: 0.0311815 | Time: 2815.29 ms [2020-12-23 07:03:17 main:581] : INFO : Epoch 517 | loss: 0.0311158 | val_loss: 0.0311853 | Time: 2812.38 ms [2020-12-23 07:03:20 main:581] : INFO : Epoch 518 | loss: 0.0311107 | val_loss: 0.0311954 | Time: 2815.21 ms [2020-12-23 07:03:22 main:581] : INFO : Epoch 519 | loss: 0.0311093 | val_loss: 0.0311863 | Time: 2810.56 ms [2020-12-23 07:03:25 main:581] : INFO : Epoch 520 | loss: 0.0311084 | val_loss: 0.0312081 | Time: 2813.61 ms [2020-12-23 07:03:28 main:581] : INFO : Epoch 521 | loss: 0.0311064 | val_loss: 0.0312065 | Time: 2815.28 ms [2020-12-23 07:03:31 main:581] : INFO : Epoch 522 | loss: 0.0311045 | val_loss: 0.0311848 | Time: 2833.87 ms [2020-12-23 07:03:34 main:581] : INFO : Epoch 523 | loss: 0.031109 | val_loss: 0.0311887 | Time: 2814.12 ms [2020-12-23 07:03:37 main:581] : INFO : Epoch 524 | loss: 0.0311055 | val_loss: 0.0311886 | Time: 2811.1 ms [2020-12-23 07:03:39 main:581] : INFO : Epoch 525 | loss: 0.031105 | val_loss: 0.0311858 | Time: 2815.5 ms [2020-12-23 07:03:42 main:581] : INFO : Epoch 526 | loss: 0.0311081 | val_loss: 0.031199 | Time: 2814.81 ms [2020-12-23 07:03:45 main:581] : INFO : Epoch 527 | loss: 0.0311034 | val_loss: 0.0312101 | Time: 2812.1 ms [2020-12-23 07:03:48 main:581] : INFO : Epoch 528 | loss: 0.0311025 | val_loss: 0.0311965 | Time: 2812.5 ms [2020-12-23 07:03:51 main:581] : INFO : Epoch 529 | loss: 0.0311063 | val_loss: 0.0311928 | Time: 2815.49 ms [2020-12-23 07:03:53 main:581] : INFO : Epoch 530 | loss: 0.031108 | val_loss: 0.0311914 | Time: 2812.14 ms [2020-12-23 07:03:56 main:581] : INFO : Epoch 531 | loss: 0.0311063 | val_loss: 0.0311921 | Time: 2812.91 ms [2020-12-23 07:03:59 main:581] : INFO : Epoch 532 | loss: 0.0311025 | val_loss: 0.0312012 | Time: 2813.18 ms [2020-12-23 07:04:02 main:581] : INFO : Epoch 533 | loss: 0.0311013 | val_loss: 0.031214 | Time: 2857.36 ms [2020-12-23 07:04:05 main:581] : INFO : Epoch 534 | loss: 0.0311044 | val_loss: 0.0312241 | Time: 2812.79 ms [2020-12-23 07:04:08 main:581] : INFO : Epoch 535 | loss: 0.0311084 | val_loss: 0.0312021 | Time: 2810.15 ms [2020-12-23 07:04:10 main:581] : INFO : Epoch 536 | loss: 0.0311019 | val_loss: 0.0311986 | Time: 2811.89 ms [2020-12-23 07:04:13 main:581] : INFO : Epoch 537 | loss: 0.0310997 | val_loss: 0.0312027 | Time: 2813.46 ms [2020-12-23 07:04:16 main:581] : INFO : Epoch 538 | loss: 0.0311005 | val_loss: 0.0311908 | Time: 2813.68 ms [2020-12-23 07:04:19 main:581] : INFO : Epoch 539 | loss: 0.0311141 | val_loss: 0.0311898 | Time: 2813.18 ms [2020-12-23 07:04:22 main:581] : INFO : Epoch 540 | loss: 0.0311107 | val_loss: 0.0311853 | Time: 2813.34 ms [2020-12-23 07:04:24 main:581] : INFO : Epoch 541 | loss: 0.0311038 | val_loss: 0.0311957 | Time: 2811.83 ms [2020-12-23 07:04:27 main:581] : INFO : Epoch 542 | loss: 0.0311033 | val_loss: 0.0312006 | Time: 2806.89 ms [2020-12-23 07:04:30 main:581] : INFO : Epoch 543 | loss: 0.0311045 | val_loss: 0.0311969 | Time: 2823.4 ms [2020-12-23 07:04:33 main:581] : INFO : Epoch 544 | loss: 0.0311123 | val_loss: 0.0311907 | Time: 2795.84 ms [2020-12-23 07:04:36 main:581] : INFO : Epoch 545 | loss: 0.0311146 | val_loss: 0.0311971 | Time: 2806.12 ms [2020-12-23 07:04:38 main:581] : INFO : Epoch 546 | loss: 0.0311065 | val_loss: 0.031215 | Time: 2810.13 ms [2020-12-23 07:04:41 main:581] : INFO : Epoch 547 | loss: 0.0311016 | val_loss: 0.0311901 | Time: 2814.3 ms [2020-12-23 07:04:44 main:581] : INFO : Epoch 548 | loss: 0.0311018 | val_loss: 0.0312007 | Time: 2805.84 ms [2020-12-23 07:04:47 main:581] : INFO : Epoch 549 | loss: 0.031106 | val_loss: 0.0312096 | Time: 2815.2 ms [2020-12-23 07:04:50 main:581] : INFO : Epoch 550 | loss: 0.0311113 | val_loss: 0.0312041 | Time: 2808 ms [2020-12-23 07:04:53 main:581] : INFO : Epoch 551 | loss: 0.0311087 | val_loss: 0.0311877 | Time: 2810.3 ms [2020-12-23 07:04:55 main:581] : INFO : Epoch 552 | loss: 0.031108 | val_loss: 0.0311888 | Time: 2813.09 ms [2020-12-23 07:04:58 main:581] : INFO : Epoch 553 | loss: 0.0311113 | val_loss: 0.0312578 | Time: 2808.99 ms [2020-12-23 07:05:01 main:581] : INFO : Epoch 554 | loss: 0.0312665 | val_loss: 0.0314618 | Time: 2851.55 ms [2020-12-23 07:05:04 main:581] : INFO : Epoch 555 | loss: 0.0313738 | val_loss: 0.03128 | Time: 2802.38 ms [2020-12-23 07:05:07 main:581] : INFO : Epoch 556 | loss: 0.0312599 | val_loss: 0.0312482 | Time: 2801.34 ms [2020-12-23 07:05:09 main:581] : INFO : Epoch 557 | loss: 0.0312469 | val_loss: 0.0312417 | Time: 2810.71 ms [2020-12-23 07:05:12 main:581] : INFO : Epoch 558 | loss: 0.0312414 | val_loss: 0.0312377 | Time: 2803.14 ms [2020-12-23 07:05:15 main:581] : INFO : Epoch 559 | loss: 0.0312355 | val_loss: 0.031236 | Time: 2810.15 ms [2020-12-23 07:05:18 main:581] : INFO : Epoch 560 | loss: 0.0312296 | val_loss: 0.0312227 | Time: 2814.6 ms [2020-12-23 07:05:21 main:581] : INFO : Epoch 561 | loss: 0.0312222 | val_loss: 0.0312218 | Time: 2809.98 ms [2020-12-23 07:05:23 main:581] : INFO : Epoch 562 | loss: 0.0312176 | val_loss: 0.03122 | Time: 2806.66 ms [2020-12-23 07:05:26 main:581] : INFO : Epoch 563 | loss: 0.0312197 | val_loss: 0.0312126 | Time: 2803.48 ms [2020-12-23 07:05:29 main:581] : INFO : Epoch 564 | loss: 0.0312109 | val_loss: 0.0312106 | Time: 2810.17 ms [2020-12-23 07:05:32 main:581] : INFO : Epoch 565 | loss: 0.0312099 | val_loss: 0.0312081 | Time: 2821.22 ms [2020-12-23 07:05:35 main:581] : INFO : Epoch 566 | loss: 0.0312058 | val_loss: 0.0312108 | Time: 2807.7 ms [2020-12-23 07:05:38 main:581] : INFO : Epoch 567 | loss: 0.0312046 | val_loss: 0.0312056 | Time: 2802.45 ms [2020-12-23 07:05:40 main:581] : INFO : Epoch 568 | loss: 0.0312024 | val_loss: 0.031205 | Time: 2804.66 ms [2020-12-23 07:05:43 main:581] : INFO : Epoch 569 | loss: 0.0312037 | val_loss: 0.0312131 | Time: 2807.43 ms [2020-12-23 07:05:46 main:581] : INFO : Epoch 570 | loss: 0.0312028 | val_loss: 0.0312039 | Time: 2808.43 ms [2020-12-23 07:05:49 main:581] : INFO : Epoch 571 | loss: 0.0312041 | val_loss: 0.0312053 | Time: 2812.17 ms [2020-12-23 07:05:52 main:581] : INFO : Epoch 572 | loss: 0.0311995 | val_loss: 0.0312021 | Time: 2809.54 ms [2020-12-23 07:05:54 main:581] : INFO : Epoch 573 | loss: 0.0312017 | val_loss: 0.0312025 | Time: 2811.24 ms [2020-12-23 07:05:57 main:581] : INFO : Epoch 574 | loss: 0.0311982 | val_loss: 0.0312009 | Time: 2810.67 ms [2020-12-23 07:06:00 main:581] : INFO : Epoch 575 | loss: 0.0311985 | val_loss: 0.0312032 | Time: 2846.76 ms [2020-12-23 07:06:03 main:581] : INFO : Epoch 576 | loss: 0.0311971 | val_loss: 0.0312026 | Time: 2811.04 ms [2020-12-23 07:06:06 main:581] : INFO : Epoch 577 | loss: 0.0311959 | val_loss: 0.0311999 | Time: 2809.76 ms [2020-12-23 07:06:08 main:581] : INFO : Epoch 578 | loss: 0.0311957 | val_loss: 0.0312029 | Time: 2811.43 ms [2020-12-23 07:06:11 main:581] : INFO : Epoch 579 | loss: 0.0311966 | val_loss: 0.0311998 | Time: 2810.28 ms [2020-12-23 07:06:14 main:581] : INFO : Epoch 580 | loss: 0.0311962 | val_loss: 0.0312069 | Time: 2803.61 ms [2020-12-23 07:06:17 main:581] : INFO : Epoch 581 | loss: 0.0311963 | val_loss: 0.0311995 | Time: 2795.51 ms [2020-12-23 07:06:20 main:581] : INFO : Epoch 582 | loss: 0.0311942 | val_loss: 0.0312012 | Time: 2810.46 ms [2020-12-23 07:06:22 main:581] : INFO : Epoch 583 | loss: 0.031194 | val_loss: 0.0312 | Time: 2808.86 ms [2020-12-23 07:06:25 main:581] : INFO : Epoch 584 | loss: 0.0311942 | val_loss: 0.0311996 | Time: 2803.65 ms [2020-12-23 07:06:28 main:581] : INFO : Epoch 585 | loss: 0.0311935 | val_loss: 0.0311999 | Time: 2804.74 ms [2020-12-23 07:06:31 main:581] : INFO : Epoch 586 | loss: 0.0311936 | val_loss: 0.0311982 | Time: 2825.1 ms [2020-12-23 07:06:34 main:581] : INFO : Epoch 587 | loss: 0.031192 | val_loss: 0.031199 | Time: 2813.27 ms [2020-12-23 07:06:37 main:581] : INFO : Epoch 588 | loss: 0.0311915 | val_loss: 0.0312033 | Time: 2807.98 ms [2020-12-23 07:06:39 main:581] : INFO : Epoch 589 | loss: 0.0311924 | val_loss: 0.0311987 | Time: 2810.15 ms [2020-12-23 07:06:42 main:581] : INFO : Epoch 590 | loss: 0.0311915 | val_loss: 0.031199 | Time: 2803.42 ms [2020-12-23 07:06:45 main:581] : INFO : Epoch 591 | loss: 0.0311913 | val_loss: 0.0311987 | Time: 2813.57 ms [2020-12-23 07:06:48 main:581] : INFO : Epoch 592 | loss: 0.0311902 | val_loss: 0.0311995 | Time: 2811.88 ms [2020-12-23 07:06:51 main:581] : INFO : Epoch 593 | loss: 0.0311912 | val_loss: 0.0311992 | Time: 2807.95 ms [2020-12-23 07:06:53 main:581] : INFO : Epoch 594 | loss: 0.0311908 | val_loss: 0.0311995 | Time: 2802.93 ms [2020-12-23 07:06:56 main:581] : INFO : Epoch 595 | loss: 0.0311918 | val_loss: 0.0312072 | Time: 2813.01 ms [2020-12-23 07:06:59 main:581] : INFO : Epoch 596 | loss: 0.0311919 | val_loss: 0.0311984 | Time: 2808.82 ms [2020-12-23 07:07:02 main:581] : INFO : Epoch 597 | loss: 0.03119 | val_loss: 0.0311983 | Time: 2856.71 ms [2020-12-23 07:07:05 main:581] : INFO : Epoch 598 | loss: 0.0311898 | val_loss: 0.0311984 | Time: 2809.95 ms [2020-12-23 07:07:08 main:581] : INFO : Epoch 599 | loss: 0.0311895 | val_loss: 0.0311982 | Time: 2810.91 ms [2020-12-23 07:07:10 main:581] : INFO : Epoch 600 | loss: 0.0311917 | val_loss: 0.031198 | Time: 2806.75 ms [2020-12-23 07:07:13 main:581] : INFO : Epoch 601 | loss: 0.0311909 | val_loss: 0.031198 | Time: 2807.18 ms [2020-12-23 07:07:16 main:581] : INFO : Epoch 602 | loss: 0.0311892 | val_loss: 0.0312021 | Time: 2815.27 ms [2020-12-23 07:07:19 main:581] : INFO : Epoch 603 | loss: 0.0311895 | val_loss: 0.0311974 | Time: 2807.91 ms [2020-12-23 07:07:22 main:581] : INFO : Epoch 604 | loss: 0.0311886 | val_loss: 0.0312006 | Time: 2812.8 ms [2020-12-23 07:07:24 main:581] : INFO : Epoch 605 | loss: 0.031189 | val_loss: 0.031198 | Time: 2814.23 ms [2020-12-23 07:07:27 main:581] : INFO : Epoch 606 | loss: 0.0311873 | val_loss: 0.0311982 | Time: 2801.98 ms [2020-12-23 07:07:30 main:581] : INFO : Epoch 607 | loss: 0.031189 | val_loss: 0.0311974 | Time: 2821.42 ms [2020-12-23 07:07:33 main:581] : INFO : Epoch 608 | loss: 0.0311877 | val_loss: 0.0311969 | Time: 2816.34 ms [2020-12-23 07:07:36 main:581] : INFO : Epoch 609 | loss: 0.0311895 | val_loss: 0.0312032 | Time: 2810.81 ms [2020-12-23 07:07:38 main:581] : INFO : Epoch 610 | loss: 0.0311881 | val_loss: 0.0312023 | Time: 2811.53 ms [2020-12-23 07:07:41 main:581] : INFO : Epoch 611 | loss: 0.0311879 | val_loss: 0.0311981 | Time: 2810.39 ms [2020-12-23 07:07:44 main:581] : INFO : Epoch 612 | loss: 0.0311877 | val_loss: 0.0311996 | Time: 2798.57 ms [2020-12-23 07:07:47 main:581] : INFO : Epoch 613 | loss: 0.0311846 | val_loss: 0.0311977 | Time: 2808.24 ms [2020-12-23 07:07:50 main:581] : INFO : Epoch 614 | loss: 0.0311846 | val_loss: 0.0311962 | Time: 2808.81 ms [2020-12-23 07:07:52 main:581] : INFO : Epoch 615 | loss: 0.0311847 | val_loss: 0.031198 | Time: 2808.16 ms [2020-12-23 07:07:55 main:581] : INFO : Epoch 616 | loss: 0.0311854 | val_loss: 0.0312 | Time: 2804.53 ms [2020-12-23 07:07:58 main:581] : INFO : Epoch 617 | loss: 0.0311868 | val_loss: 0.0311971 | Time: 2805.25 ms [2020-12-23 07:08:01 main:581] : INFO : Epoch 618 | loss: 0.031184 | val_loss: 0.031199 | Time: 2849.42 ms [2020-12-23 07:08:04 main:581] : INFO : Epoch 619 | loss: 0.0311833 | val_loss: 0.0311987 | Time: 2807.6 ms [2020-12-23 07:08:07 main:581] : INFO : Epoch 620 | loss: 0.0311827 | val_loss: 0.0311984 | Time: 2811.49 ms [2020-12-23 07:08:09 main:581] : INFO : Epoch 621 | loss: 0.031183 | val_loss: 0.0311995 | Time: 2812.41 ms [2020-12-23 07:08:12 main:581] : INFO : Epoch 622 | loss: 0.031184 | val_loss: 0.0311992 | Time: 2812.77 ms [2020-12-23 07:08:15 main:581] : INFO : Epoch 623 | loss: 0.031183 | val_loss: 0.0311987 | Time: 2812.94 ms [2020-12-23 07:08:18 main:581] : INFO : Epoch 624 | loss: 0.0311853 | val_loss: 0.0311988 | Time: 2809.79 ms [2020-12-23 07:08:21 main:581] : INFO : Epoch 625 | loss: 0.0311842 | val_loss: 0.0311972 | Time: 2810.42 ms [2020-12-23 07:08:23 main:581] : INFO : Epoch 626 | loss: 0.0311836 | val_loss: 0.0311959 | Time: 2808.13 ms [2020-12-23 07:08:26 main:581] : INFO : Epoch 627 | loss: 0.0311833 | val_loss: 0.0311951 | Time: 2805.7 ms [2020-12-23 07:08:29 main:581] : INFO : Epoch 628 | loss: 0.031183 | val_loss: 0.0311951 | Time: 2805.69 ms [2020-12-23 07:08:32 main:581] : INFO : Epoch 629 | loss: 0.0311844 | val_loss: 0.0312028 | Time: 2829.59 ms [2020-12-23 07:08:35 main:581] : INFO : Epoch 630 | loss: 0.031186 | val_loss: 0.0311967 | Time: 2807.68 ms [2020-12-23 07:08:37 main:581] : INFO : Epoch 631 | loss: 0.0311826 | val_loss: 0.0311968 | Time: 2805.94 ms [2020-12-23 07:08:40 main:581] : INFO : Epoch 632 | loss: 0.0311815 | val_loss: 0.0311934 | Time: 2803.68 ms [2020-12-23 07:08:43 main:581] : INFO : Epoch 633 | loss: 0.0311825 | val_loss: 0.0311947 | Time: 2807.19 ms [2020-12-23 07:08:46 main:581] : INFO : Epoch 634 | loss: 0.0311824 | val_loss: 0.0311951 | Time: 2810.49 ms [2020-12-23 07:08:49 main:581] : INFO : Epoch 635 | loss: 0.0311811 | val_loss: 0.0311954 | Time: 2805.38 ms [2020-12-23 07:08:52 main:581] : INFO : Epoch 636 | loss: 0.0311807 | val_loss: 0.0311952 | Time: 2809.27 ms [2020-12-23 07:08:54 main:581] : INFO : Epoch 637 | loss: 0.03118 | val_loss: 0.0311931 | Time: 2812.07 ms [2020-12-23 07:08:57 main:581] : INFO : Epoch 638 | loss: 0.0311818 | val_loss: 0.0311938 | Time: 2811.88 ms [2020-12-23 07:09:00 main:581] : INFO : Epoch 639 | loss: 0.0311814 | val_loss: 0.0311933 | Time: 2841.42 ms [2020-12-23 07:09:03 main:581] : INFO : Epoch 640 | loss: 0.0311806 | val_loss: 0.0311936 | Time: 2812.74 ms [2020-12-23 07:09:06 main:581] : INFO : Epoch 641 | loss: 0.0311823 | val_loss: 0.0311949 | Time: 2809.16 ms [2020-12-23 07:09:08 main:581] : INFO : Epoch 642 | loss: 0.0311818 | val_loss: 0.0311943 | Time: 2804.27 ms [2020-12-23 07:09:11 main:581] : INFO : Epoch 643 | loss: 0.0311817 | val_loss: 0.0311973 | Time: 2812.28 ms [2020-12-23 07:09:14 main:581] : INFO : Epoch 644 | loss: 0.0311816 | val_loss: 0.0311929 | Time: 2805.73 ms [2020-12-23 07:09:17 main:581] : INFO : Epoch 645 | loss: 0.0311794 | val_loss: 0.0311944 | Time: 2805.92 ms [2020-12-23 07:09:20 main:581] : INFO : Epoch 646 | loss: 0.0311798 | val_loss: 0.031193 | Time: 2811.63 ms [2020-12-23 07:09:22 main:581] : INFO : Epoch 647 | loss: 0.0311782 | val_loss: 0.0311966 | Time: 2801.71 ms [2020-12-23 07:09:25 main:581] : INFO : Epoch 648 | loss: 0.0311786 | val_loss: 0.0311967 | Time: 2813.88 ms [2020-12-23 07:09:28 main:581] : INFO : Epoch 649 | loss: 0.031179 | val_loss: 0.0311933 | Time: 2808.63 ms [2020-12-23 07:09:31 main:581] : INFO : Epoch 650 | loss: 0.0311804 | val_loss: 0.0311949 | Time: 2826.6 ms [2020-12-23 07:09:34 main:581] : INFO : Epoch 651 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 2805.06 ms [2020-12-23 07:09:37 main:581] : INFO : Epoch 652 | loss: 0.0311914 | val_loss: 0.0311893 | Time: 2812.07 ms [2020-12-23 07:09:39 main:581] : INFO : Epoch 653 | loss: 0.0311923 | val_loss: 0.031188 | Time: 2803.02 ms [2020-12-23 07:09:42 main:581] : INFO : Epoch 654 | loss: 0.0311879 | val_loss: 0.0311881 | Time: 2810.28 ms [2020-12-23 07:09:45 main:581] : INFO : Epoch 655 | loss: 0.0311841 | val_loss: 0.0311873 | Time: 2805.82 ms [2020-12-23 07:09:48 main:581] : INFO : Epoch 656 | loss: 0.0311825 | val_loss: 0.0311855 | Time: 2808.81 ms [2020-12-23 07:09:51 main:581] : INFO : Epoch 657 | loss: 0.031182 | val_loss: 0.0311852 | Time: 2810.76 ms [2020-12-23 07:09:53 main:581] : INFO : Epoch 658 | loss: 0.031182 | val_loss: 0.0311857 | Time: 2803.99 ms [2020-12-23 07:09:56 main:581] : INFO : Epoch 659 | loss: 0.0311811 | val_loss: 0.0311856 | Time: 2814.51 ms [2020-12-23 07:09:59 main:581] : INFO : Epoch 660 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 2805.88 ms [2020-12-23 07:10:02 main:581] : INFO : Epoch 661 | loss: 0.031181 | val_loss: 0.0311851 | Time: 2845.21 ms [2020-12-23 07:10:05 main:581] : INFO : Epoch 662 | loss: 0.0311795 | val_loss: 0.0311851 | Time: 2813.41 ms [2020-12-23 07:10:07 main:581] : INFO : Epoch 663 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 2813.35 ms [2020-12-23 07:10:10 main:581] : INFO : Epoch 664 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 2813.23 ms [2020-12-23 07:10:13 main:581] : INFO : Epoch 665 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 2811.13 ms [2020-12-23 07:10:16 main:581] : INFO : Epoch 666 | loss: 0.0311774 | val_loss: 0.0311862 | Time: 2807 ms [2020-12-23 07:10:19 main:581] : INFO : Epoch 667 | loss: 0.0311771 | val_loss: 0.0311846 | Time: 2816.59 ms [2020-12-23 07:10:22 main:581] : INFO : Epoch 668 | loss: 0.0311767 | val_loss: 0.0311838 | Time: 2812.22 ms [2020-12-23 07:10:24 main:581] : INFO : Epoch 669 | loss: 0.031176 | val_loss: 0.031184 | Time: 2808.16 ms [2020-12-23 07:10:27 main:581] : INFO : Epoch 670 | loss: 0.0311771 | val_loss: 0.0311931 | Time: 2814.27 ms [2020-12-23 07:10:30 main:581] : INFO : Epoch 671 | loss: 0.0311817 | val_loss: 0.0311928 | Time: 2834.07 ms [2020-12-23 07:10:33 main:581] : INFO : Epoch 672 | loss: 0.0311779 | val_loss: 0.0311841 | Time: 2814.11 ms [2020-12-23 07:10:36 main:581] : INFO : Epoch 673 | loss: 0.0311758 | val_loss: 0.0311873 | Time: 2810.45 ms [2020-12-23 07:10:38 main:581] : INFO : Epoch 674 | loss: 0.0311757 | val_loss: 0.0311849 | Time: 2818.63 ms [2020-12-23 07:10:41 main:581] : INFO : Epoch 675 | loss: 0.0311743 | val_loss: 0.0311859 | Time: 2802.74 ms [2020-12-23 07:10:44 main:581] : INFO : Epoch 676 | loss: 0.0311754 | val_loss: 0.031189 | Time: 2811.81 ms [2020-12-23 07:10:47 main:581] : INFO : Epoch 677 | loss: 0.031176 | val_loss: 0.0311855 | Time: 2812.69 ms [2020-12-23 07:10:50 main:581] : INFO : Epoch 678 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 2804.13 ms [2020-12-23 07:10:52 main:581] : INFO : Epoch 679 | loss: 0.0311802 | val_loss: 0.0311862 | Time: 2811.38 ms [2020-12-23 07:10:55 main:581] : INFO : Epoch 680 | loss: 0.0311794 | val_loss: 0.0311831 | Time: 2806.64 ms [2020-12-23 07:10:58 main:581] : INFO : Epoch 681 | loss: 0.0311796 | val_loss: 0.0311902 | Time: 2811.95 ms [2020-12-23 07:11:01 main:581] : INFO : Epoch 682 | loss: 0.0311785 | val_loss: 0.0311858 | Time: 2847.51 ms [2020-12-23 07:11:04 main:581] : INFO : Epoch 683 | loss: 0.0311793 | val_loss: 0.0311835 | Time: 2802.5 ms [2020-12-23 07:11:07 main:581] : INFO : Epoch 684 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 2800.55 ms [2020-12-23 07:11:09 main:581] : INFO : Epoch 685 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 2798.64 ms [2020-12-23 07:11:12 main:581] : INFO : Epoch 686 | loss: 0.031175 | val_loss: 0.0311853 | Time: 2800.39 ms [2020-12-23 07:11:15 main:581] : INFO : Epoch 687 | loss: 0.0311756 | val_loss: 0.0311884 | Time: 2798.98 ms [2020-12-23 07:11:18 main:581] : INFO : Epoch 688 | loss: 0.0311809 | val_loss: 0.0311841 | Time: 2800.06 ms [2020-12-23 07:11:21 main:581] : INFO : Epoch 689 | loss: 0.0311761 | val_loss: 0.0311904 | Time: 2807.39 ms [2020-12-23 07:11:23 main:581] : INFO : Epoch 690 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 2814.58 ms [2020-12-23 07:11:26 main:581] : INFO : Epoch 691 | loss: 0.0311795 | val_loss: 0.031186 | Time: 2798.25 ms [2020-12-23 07:11:29 main:581] : INFO : Epoch 692 | loss: 0.0311796 | val_loss: 0.0311984 | Time: 2807.82 ms [2020-12-23 07:11:32 main:581] : INFO : Epoch 693 | loss: 0.0311797 | val_loss: 0.0311809 | Time: 2829.08 ms [2020-12-23 07:11:35 main:581] : INFO : Epoch 694 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 2805.18 ms [2020-12-23 07:11:37 main:581] : INFO : Epoch 695 | loss: 0.0311747 | val_loss: 0.0311837 | Time: 2805.56 ms [2020-12-23 07:11:40 main:581] : INFO : Epoch 696 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 2818.77 ms [2020-12-23 07:11:43 main:581] : INFO : Epoch 697 | loss: 0.0311742 | val_loss: 0.0311948 | Time: 2802.36 ms [2020-12-23 07:11:46 main:581] : INFO : Epoch 698 | loss: 0.0311745 | val_loss: 0.0311813 | Time: 2800.19 ms [2020-12-23 07:11:49 main:581] : INFO : Epoch 699 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 2808.57 ms [2020-12-23 07:11:51 main:581] : INFO : Epoch 700 | loss: 0.0311702 | val_loss: 0.0311799 | Time: 2819.15 ms [2020-12-23 07:11:54 main:581] : INFO : Epoch 701 | loss: 0.0311712 | val_loss: 0.0311798 | Time: 2810.67 ms [2020-12-23 07:11:57 main:581] : INFO : Epoch 702 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 2813.69 ms [2020-12-23 07:12:00 main:581] : INFO : Epoch 703 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 2828.05 ms [2020-12-23 07:12:03 main:581] : INFO : Epoch 704 | loss: 0.0311696 | val_loss: 0.0311793 | Time: 2813.35 ms [2020-12-23 07:12:06 main:581] : INFO : Epoch 705 | loss: 0.0311717 | val_loss: 0.0311805 | Time: 2807.37 ms [2020-12-23 07:12:08 main:581] : INFO : Epoch 706 | loss: 0.0311711 | val_loss: 0.0311791 | Time: 2806.05 ms [2020-12-23 07:12:11 main:581] : INFO : Epoch 707 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 2811.8 ms [2020-12-23 07:12:14 main:581] : INFO : Epoch 708 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 2812.82 ms [2020-12-23 07:12:17 main:581] : INFO : Epoch 709 | loss: 0.0311711 | val_loss: 0.031178 | Time: 2805.49 ms [2020-12-23 07:12:20 main:581] : INFO : Epoch 710 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 2808.01 ms [2020-12-23 07:12:22 main:581] : INFO : Epoch 711 | loss: 0.0311681 | val_loss: 0.0311788 | Time: 2799.61 ms [2020-12-23 07:12:25 main:581] : INFO : Epoch 712 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 2805.71 ms [2020-12-23 07:12:28 main:581] : INFO : Epoch 713 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 2795.77 ms [2020-12-23 07:12:31 main:581] : INFO : Epoch 714 | loss: 0.0311704 | val_loss: 0.0311831 | Time: 2829.57 ms [2020-12-23 07:12:34 main:581] : INFO : Epoch 715 | loss: 0.0311709 | val_loss: 0.0311792 | Time: 2813.72 ms [2020-12-23 07:12:36 main:581] : INFO : Epoch 716 | loss: 0.03117 | val_loss: 0.0311786 | Time: 2806.12 ms [2020-12-23 07:12:39 main:581] : INFO : Epoch 717 | loss: 0.0311698 | val_loss: 0.0311822 | Time: 2807.36 ms [2020-12-23 07:12:42 main:581] : INFO : Epoch 718 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 2813.23 ms [2020-12-23 07:12:45 main:581] : INFO : Epoch 719 | loss: 0.0311682 | val_loss: 0.0311778 | Time: 2811.4 ms [2020-12-23 07:12:48 main:581] : INFO : Epoch 720 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 2812.92 ms [2020-12-23 07:12:51 main:581] : INFO : Epoch 721 | loss: 0.0311656 | val_loss: 0.0311799 | Time: 2813.87 ms [2020-12-23 07:12:53 main:581] : INFO : Epoch 722 | loss: 0.0311667 | val_loss: 0.0311816 | Time: 2810.81 ms [2020-12-23 07:12:56 main:581] : INFO : Epoch 723 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 2810.83 ms [2020-12-23 07:12:59 main:581] : INFO : Epoch 724 | loss: 0.0311663 | val_loss: 0.0311792 | Time: 2811.36 ms [2020-12-23 07:13:02 main:581] : INFO : Epoch 725 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 2858.75 ms [2020-12-23 07:13:05 main:581] : INFO : Epoch 726 | loss: 0.031181 | val_loss: 0.031194 | Time: 2813.79 ms [2020-12-23 07:13:07 main:581] : INFO : Epoch 727 | loss: 0.0311905 | val_loss: 0.0311878 | Time: 2811.89 ms [2020-12-23 07:13:10 main:581] : INFO : Epoch 728 | loss: 0.0311881 | val_loss: 0.0311868 | Time: 2814.22 ms [2020-12-23 07:13:13 main:581] : INFO : Epoch 729 | loss: 0.0311826 | val_loss: 0.0311822 | Time: 2812.41 ms [2020-12-23 07:13:16 main:581] : INFO : Epoch 730 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 2810.75 ms [2020-12-23 07:13:19 main:581] : INFO : Epoch 731 | loss: 0.031177 | val_loss: 0.0311779 | Time: 2812.86 ms [2020-12-23 07:13:21 main:581] : INFO : Epoch 732 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 2811.79 ms [2020-12-23 07:13:24 main:581] : INFO : Epoch 733 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 2811.74 ms [2020-12-23 07:13:27 main:581] : INFO : Epoch 734 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 2812.94 ms [2020-12-23 07:13:30 main:581] : INFO : Epoch 735 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 2833.55 ms [2020-12-23 07:13:33 main:581] : INFO : Epoch 736 | loss: 0.0311715 | val_loss: 0.0311746 | Time: 2810.38 ms [2020-12-23 07:13:36 main:581] : INFO : Epoch 737 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 2814.52 ms [2020-12-23 07:13:38 main:581] : INFO : Epoch 738 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 2812.32 ms [2020-12-23 07:13:41 main:581] : INFO : Epoch 739 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 2812.03 ms [2020-12-23 07:13:44 main:581] : INFO : Epoch 740 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2813.06 ms [2020-12-23 07:13:47 main:581] : INFO : Epoch 741 | loss: 0.0311676 | val_loss: 0.0311749 | Time: 2808.16 ms [2020-12-23 07:13:50 main:581] : INFO : Epoch 742 | loss: 0.0311699 | val_loss: 0.031174 | Time: 2811.73 ms [2020-12-23 07:13:52 main:581] : INFO : Epoch 743 | loss: 0.031166 | val_loss: 0.0311729 | Time: 2810.73 ms [2020-12-23 07:13:55 main:581] : INFO : Epoch 744 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 2810.58 ms [2020-12-23 07:13:58 main:581] : INFO : Epoch 745 | loss: 0.0311682 | val_loss: 0.0311864 | Time: 2810.15 ms [2020-12-23 07:14:01 main:581] : INFO : Epoch 746 | loss: 0.0320475 | val_loss: 0.0375162 | Time: 2853.32 ms [2020-12-23 07:14:04 main:581] : INFO : Epoch 747 | loss: 0.0324895 | val_loss: 0.0315684 | Time: 2811.44 ms [2020-12-23 07:14:07 main:581] : INFO : Epoch 748 | loss: 0.0313682 | val_loss: 0.0312813 | Time: 2811.04 ms [2020-12-23 07:14:09 main:581] : INFO : Epoch 749 | loss: 0.0312698 | val_loss: 0.0312528 | Time: 2804.23 ms [2020-12-23 07:14:12 main:581] : INFO : Epoch 750 | loss: 0.0312517 | val_loss: 0.0312478 | Time: 2809.43 ms [2020-12-23 07:14:15 main:581] : INFO : Epoch 751 | loss: 0.0312485 | val_loss: 0.0312511 | Time: 2805.55 ms [2020-12-23 07:14:18 main:581] : INFO : Epoch 752 | loss: 0.0312477 | val_loss: 0.0312456 | Time: 2806.34 ms [2020-12-23 07:14:21 main:581] : INFO : Epoch 753 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2808.01 ms [2020-12-23 07:14:23 main:581] : INFO : Epoch 754 | loss: 0.0312453 | val_loss: 0.0312439 | Time: 2812.56 ms [2020-12-23 07:14:26 main:581] : INFO : Epoch 755 | loss: 0.0312448 | val_loss: 0.0312434 | Time: 2812.73 ms [2020-12-23 07:14:29 main:581] : INFO : Epoch 756 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 2802.55 ms [2020-12-23 07:14:32 main:581] : INFO : Epoch 757 | loss: 0.0312426 | val_loss: 0.031241 | Time: 2826.52 ms [2020-12-23 07:14:35 main:581] : INFO : Epoch 758 | loss: 0.0312407 | val_loss: 0.0312409 | Time: 2813.83 ms [2020-12-23 07:14:37 main:581] : INFO : Epoch 759 | loss: 0.0312403 | val_loss: 0.0312429 | Time: 2814.01 ms [2020-12-23 07:14:40 main:581] : INFO : Epoch 760 | loss: 0.0312396 | val_loss: 0.0312387 | Time: 2812.46 ms [2020-12-23 07:14:43 main:581] : INFO : Epoch 761 | loss: 0.0312397 | val_loss: 0.0312393 | Time: 2809.22 ms [2020-12-23 07:14:46 main:581] : INFO : Epoch 762 | loss: 0.0312401 | val_loss: 0.0312387 | Time: 2809.21 ms [2020-12-23 07:14:49 main:581] : INFO : Epoch 763 | loss: 0.0312384 | val_loss: 0.0312388 | Time: 2811.05 ms [2020-12-23 07:14:52 main:581] : INFO : Epoch 764 | loss: 0.0312399 | val_loss: 0.0312388 | Time: 2809.44 ms [2020-12-23 07:14:54 main:581] : INFO : Epoch 765 | loss: 0.031238 | val_loss: 0.0312376 | Time: 2808.91 ms [2020-12-23 07:14:57 main:581] : INFO : Epoch 766 | loss: 0.0312377 | val_loss: 0.0312386 | Time: 2812.32 ms [2020-12-23 07:15:00 main:581] : INFO : Epoch 767 | loss: 0.0312381 | val_loss: 0.0312412 | Time: 2839.15 ms [2020-12-23 07:15:03 main:581] : INFO : Epoch 768 | loss: 0.0312394 | val_loss: 0.0312398 | Time: 2812.88 ms [2020-12-23 07:15:06 main:581] : INFO : Epoch 769 | loss: 0.0312383 | val_loss: 0.0312377 | Time: 2813.76 ms [2020-12-23 07:15:08 main:581] : INFO : Epoch 770 | loss: 0.0312381 | val_loss: 0.0312404 | Time: 2809.16 ms [2020-12-23 07:15:11 main:581] : INFO : Epoch 771 | loss: 0.0312386 | val_loss: 0.0312383 | Time: 2812.83 ms [2020-12-23 07:15:14 main:581] : INFO : Epoch 772 | loss: 0.0312377 | val_loss: 0.0312377 | Time: 2814.91 ms [2020-12-23 07:15:17 main:581] : INFO : Epoch 773 | loss: 0.031237 | val_loss: 0.0312391 | Time: 2811.66 ms [2020-12-23 07:15:20 main:581] : INFO : Epoch 774 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 2814.54 ms [2020-12-23 07:15:22 main:581] : INFO : Epoch 775 | loss: 0.0312371 | val_loss: 0.0312374 | Time: 2812.04 ms [2020-12-23 07:15:25 main:581] : INFO : Epoch 776 | loss: 0.0312379 | val_loss: 0.0312391 | Time: 2814.08 ms [2020-12-23 07:15:28 main:581] : INFO : Epoch 777 | loss: 0.0312377 | val_loss: 0.0312385 | Time: 2805.4 ms [2020-12-23 07:15:31 main:581] : INFO : Epoch 778 | loss: 0.0312376 | val_loss: 0.0312434 | Time: 2825.76 ms [2020-12-23 07:15:34 main:581] : INFO : Epoch 779 | loss: 0.0312407 | val_loss: 0.031238 | Time: 2811.91 ms [2020-12-23 07:15:37 main:581] : INFO : Epoch 780 | loss: 0.031239 | val_loss: 0.0312376 | Time: 2810 ms [2020-12-23 07:15:39 main:581] : INFO : Epoch 781 | loss: 0.0312376 | val_loss: 0.0312373 | Time: 2810.88 ms [2020-12-23 07:15:42 main:581] : INFO : Epoch 782 | loss: 0.0312383 | val_loss: 0.0312378 | Time: 2809.3 ms [2020-12-23 07:15:45 main:581] : INFO : Epoch 783 | loss: 0.0312374 | val_loss: 0.0312365 | Time: 2807.46 ms [2020-12-23 07:15:48 main:581] : INFO : Epoch 784 | loss: 0.0312384 | val_loss: 0.0312387 | Time: 2812.84 ms [2020-12-23 07:15:51 main:581] : INFO : Epoch 785 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 2813.18 ms [2020-12-23 07:15:53 main:581] : INFO : Epoch 786 | loss: 0.031238 | val_loss: 0.0312379 | Time: 2812.11 ms [2020-12-23 07:15:56 main:581] : INFO : Epoch 787 | loss: 0.0312389 | val_loss: 0.0312382 | Time: 2813.44 ms [2020-12-23 07:15:59 main:581] : INFO : Epoch 788 | loss: 0.0312367 | val_loss: 0.0312368 | Time: 2807.06 ms [2020-12-23 07:16:02 main:581] : INFO : Epoch 789 | loss: 0.031237 | val_loss: 0.0312423 | Time: 2848.58 ms [2020-12-23 07:16:05 main:581] : INFO : Epoch 790 | loss: 0.0312371 | val_loss: 0.0312373 | Time: 2804.2 ms [2020-12-23 07:16:08 main:581] : INFO : Epoch 791 | loss: 0.0312374 | val_loss: 0.031238 | Time: 2809.2 ms [2020-12-23 07:16:10 main:581] : INFO : Epoch 792 | loss: 0.0312366 | val_loss: 0.031237 | Time: 2808.64 ms [2020-12-23 07:16:13 main:581] : INFO : Epoch 793 | loss: 0.0312363 | val_loss: 0.0312364 | Time: 2805.19 ms [2020-12-23 07:16:16 main:581] : INFO : Epoch 794 | loss: 0.0312371 | val_loss: 0.0312373 | Time: 2799.26 ms [2020-12-23 07:16:19 main:581] : INFO : Epoch 795 | loss: 0.0312379 | val_loss: 0.0312382 | Time: 2803.29 ms [2020-12-23 07:16:22 main:581] : INFO : Epoch 796 | loss: 0.0312366 | val_loss: 0.0312392 | Time: 2808.03 ms [2020-12-23 07:16:24 main:581] : INFO : Epoch 797 | loss: 0.031236 | val_loss: 0.0312369 | Time: 2807.83 ms [2020-12-23 07:16:27 main:581] : INFO : Epoch 798 | loss: 0.0312366 | val_loss: 0.0312375 | Time: 2808.89 ms [2020-12-23 07:16:30 main:581] : INFO : Epoch 799 | loss: 0.0312363 | val_loss: 0.0312375 | Time: 2828.68 ms [2020-12-23 07:16:33 main:581] : INFO : Epoch 800 | loss: 0.0312384 | val_loss: 0.0312413 | Time: 2808.04 ms [2020-12-23 07:16:36 main:581] : INFO : Epoch 801 | loss: 0.031237 | val_loss: 0.031238 | Time: 2807.16 ms [2020-12-23 07:16:38 main:581] : INFO : Epoch 802 | loss: 0.0312365 | val_loss: 0.031238 | Time: 2807.65 ms [2020-12-23 07:16:41 main:581] : INFO : Epoch 803 | loss: 0.0312359 | val_loss: 0.031237 | Time: 2807.07 ms [2020-12-23 07:16:44 main:581] : INFO : Epoch 804 | loss: 0.0312362 | val_loss: 0.0312364 | Time: 2805.79 ms [2020-12-23 07:16:47 main:581] : INFO : Epoch 805 | loss: 0.0312362 | val_loss: 0.0312379 | Time: 2807.49 ms [2020-12-23 07:16:50 main:581] : INFO : Epoch 806 | loss: 0.031236 | val_loss: 0.0312366 | Time: 2808.96 ms [2020-12-23 07:16:52 main:581] : INFO : Epoch 807 | loss: 0.0312359 | val_loss: 0.0312363 | Time: 2811.92 ms [2020-12-23 07:16:55 main:581] : INFO : Epoch 808 | loss: 0.0312359 | val_loss: 0.0312379 | Time: 2814.14 ms [2020-12-23 07:16:58 main:581] : INFO : Epoch 809 | loss: 0.0312365 | val_loss: 0.0312407 | Time: 2812.45 ms [2020-12-23 07:17:01 main:581] : INFO : Epoch 810 | loss: 0.0312381 | val_loss: 0.0312366 | Time: 2851.33 ms [2020-12-23 07:17:04 main:581] : INFO : Epoch 811 | loss: 0.0312358 | val_loss: 0.031237 | Time: 2811.03 ms [2020-12-23 07:17:07 main:581] : INFO : Epoch 812 | loss: 0.0312369 | val_loss: 0.0312364 | Time: 2804.23 ms [2020-12-23 07:17:09 main:581] : INFO : Epoch 813 | loss: 0.0312365 | val_loss: 0.0312382 | Time: 2817.58 ms [2020-12-23 07:17:12 main:581] : INFO : Epoch 814 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 2804.02 ms [2020-12-23 07:17:15 main:581] : INFO : Epoch 815 | loss: 0.0312359 | val_loss: 0.0312384 | Time: 2806.41 ms [2020-12-23 07:17:18 main:581] : INFO : Epoch 816 | loss: 0.031237 | val_loss: 0.0312376 | Time: 2808.23 ms [2020-12-23 07:17:21 main:581] : INFO : Epoch 817 | loss: 0.0312365 | val_loss: 0.0312365 | Time: 2815.72 ms [2020-12-23 07:17:23 main:581] : INFO : Epoch 818 | loss: 0.0312368 | val_loss: 0.0312382 | Time: 2803.86 ms [2020-12-23 07:17:26 main:581] : INFO : Epoch 819 | loss: 0.0312372 | val_loss: 0.0312379 | Time: 2806.57 ms [2020-12-23 07:17:29 main:581] : INFO : Epoch 820 | loss: 0.0312382 | val_loss: 0.0312418 | Time: 2815.97 ms [2020-12-23 07:17:32 main:581] : INFO : Epoch 821 | loss: 0.0312385 | val_loss: 0.0312384 | Time: 2827.55 ms [2020-12-23 07:17:35 main:581] : INFO : Epoch 822 | loss: 0.0312359 | val_loss: 0.0312362 | Time: 2808.13 ms [2020-12-23 07:17:37 main:581] : INFO : Epoch 823 | loss: 0.031236 | val_loss: 0.0312375 | Time: 2816.3 ms [2020-12-23 07:17:40 main:581] : INFO : Epoch 824 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 2810.92 ms [2020-12-23 07:17:43 main:581] : INFO : Epoch 825 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 2811.86 ms [2020-12-23 07:17:46 main:581] : INFO : Epoch 826 | loss: 0.031236 | val_loss: 0.0312367 | Time: 2814.68 ms [2020-12-23 07:17:49 main:581] : INFO : Epoch 827 | loss: 0.0312377 | val_loss: 0.0312374 | Time: 2805.36 ms [2020-12-23 07:17:52 main:581] : INFO : Epoch 828 | loss: 0.0312368 | val_loss: 0.0312368 | Time: 2813.14 ms [2020-12-23 07:17:54 main:581] : INFO : Epoch 829 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2816.29 ms [2020-12-23 07:17:57 main:581] : INFO : Epoch 830 | loss: 0.0312359 | val_loss: 0.0312378 | Time: 2815.4 ms [2020-12-23 07:18:00 main:581] : INFO : Epoch 831 | loss: 0.0312358 | val_loss: 0.0312377 | Time: 2843.51 ms [2020-12-23 07:18:03 main:581] : INFO : Epoch 832 | loss: 0.0312357 | val_loss: 0.0312372 | Time: 2815.52 ms [2020-12-23 07:18:06 main:581] : INFO : Epoch 833 | loss: 0.0312368 | val_loss: 0.0312386 | Time: 2814.88 ms [2020-12-23 07:18:08 main:581] : INFO : Epoch 834 | loss: 0.0312364 | val_loss: 0.0312373 | Time: 2807.39 ms [2020-12-23 07:18:11 main:581] : INFO : Epoch 835 | loss: 0.0312359 | val_loss: 0.0312383 | Time: 2811.12 ms [2020-12-23 07:18:14 main:581] : INFO : Epoch 836 | loss: 0.0312369 | val_loss: 0.0312384 | Time: 2812.56 ms [2020-12-23 07:18:17 main:581] : INFO : Epoch 837 | loss: 0.0312369 | val_loss: 0.0312362 | Time: 2812.45 ms [2020-12-23 07:18:20 main:581] : INFO : Epoch 838 | loss: 0.0312358 | val_loss: 0.0312366 | Time: 2810.95 ms [2020-12-23 07:18:23 main:581] : INFO : Epoch 839 | loss: 0.0312357 | val_loss: 0.031237 | Time: 2804.57 ms [2020-12-23 07:18:25 main:581] : INFO : Epoch 840 | loss: 0.0312365 | val_loss: 0.0312367 | Time: 2804.88 ms [2020-12-23 07:18:28 main:581] : INFO : Epoch 841 | loss: 0.0312386 | val_loss: 0.0312365 | Time: 2814.14 ms [2020-12-23 07:18:31 main:581] : INFO : Epoch 842 | loss: 0.0312364 | val_loss: 0.0312388 | Time: 2837.64 ms [2020-12-23 07:18:34 main:581] : INFO : Epoch 843 | loss: 0.0312376 | val_loss: 0.0312394 | Time: 2816.36 ms [2020-12-23 07:18:37 main:581] : INFO : Epoch 844 | loss: 0.0312365 | val_loss: 0.0312384 | Time: 2818.57 ms [2020-12-23 07:18:39 main:581] : INFO : Epoch 845 | loss: 0.0312372 | val_loss: 0.0312364 | Time: 2815.19 ms [2020-12-23 07:18:42 main:581] : INFO : Epoch 846 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 2815 ms [2020-12-23 07:18:45 main:581] : INFO : Epoch 847 | loss: 0.0312363 | val_loss: 0.0312388 | Time: 2812.44 ms [2020-12-23 07:18:48 main:581] : INFO : Epoch 848 | loss: 0.0312389 | val_loss: 0.0312376 | Time: 2810.03 ms [2020-12-23 07:18:51 main:581] : INFO : Epoch 849 | loss: 0.0312359 | val_loss: 0.0312364 | Time: 2808.79 ms [2020-12-23 07:18:53 main:581] : INFO : Epoch 850 | loss: 0.0312358 | val_loss: 0.0312365 | Time: 2807.15 ms [2020-12-23 07:18:56 main:581] : INFO : Epoch 851 | loss: 0.0312358 | val_loss: 0.0312359 | Time: 2809.29 ms [2020-12-23 07:18:59 main:581] : INFO : Epoch 852 | loss: 0.031236 | val_loss: 0.0312388 | Time: 2805.38 ms [2020-12-23 07:19:02 main:581] : INFO : Epoch 853 | loss: 0.0312359 | val_loss: 0.0312359 | Time: 2860.21 ms [2020-12-23 07:19:05 main:581] : INFO : Epoch 854 | loss: 0.0312353 | val_loss: 0.0312368 | Time: 2811.94 ms [2020-12-23 07:19:08 main:581] : INFO : Epoch 855 | loss: 0.0312356 | val_loss: 0.0312398 | Time: 2811.19 ms [2020-12-23 07:19:10 main:581] : INFO : Epoch 856 | loss: 0.0312367 | val_loss: 0.031236 | Time: 2811.24 ms [2020-12-23 07:19:13 main:581] : INFO : Epoch 857 | loss: 0.0312359 | val_loss: 0.0312359 | Time: 2813.32 ms [2020-12-23 07:19:16 main:581] : INFO : Epoch 858 | loss: 0.0312367 | val_loss: 0.0312388 | Time: 2807.88 ms [2020-12-23 07:19:19 main:581] : INFO : Epoch 859 | loss: 0.0312387 | val_loss: 0.0312361 | Time: 2812.22 ms [2020-12-23 07:19:22 main:581] : INFO : Epoch 860 | loss: 0.0312357 | val_loss: 0.0312368 | Time: 2812.63 ms [2020-12-23 07:19:24 main:581] : INFO : Epoch 861 | loss: 0.0312358 | val_loss: 0.0312362 | Time: 2812.21 ms [2020-12-23 07:19:27 main:581] : INFO : Epoch 862 | loss: 0.0312357 | val_loss: 0.0312359 | Time: 2808.11 ms [2020-12-23 07:19:30 main:581] : INFO : Epoch 863 | loss: 0.0312356 | val_loss: 0.0312385 | Time: 2830.07 ms [2020-12-23 07:19:33 main:581] : INFO : Epoch 864 | loss: 0.031236 | val_loss: 0.0312373 | Time: 2802.05 ms [2020-12-23 07:19:36 main:581] : INFO : Epoch 865 | loss: 0.0312352 | val_loss: 0.0312361 | Time: 2814.37 ms [2020-12-23 07:19:39 main:581] : INFO : Epoch 866 | loss: 0.0312352 | val_loss: 0.0312358 | Time: 2805.31 ms [2020-12-23 07:19:41 main:581] : INFO : Epoch 867 | loss: 0.0312356 | val_loss: 0.0312369 | Time: 2809.48 ms [2020-12-23 07:19:44 main:581] : INFO : Epoch 868 | loss: 0.0312368 | val_loss: 0.0312372 | Time: 2803.01 ms [2020-12-23 07:19:47 main:581] : INFO : Epoch 869 | loss: 0.0312366 | val_loss: 0.0312389 | Time: 2810.89 ms [2020-12-23 07:19:50 main:581] : INFO : Epoch 870 | loss: 0.0312384 | val_loss: 0.0312362 | Time: 2799.62 ms [2020-12-23 07:19:53 main:581] : INFO : Epoch 871 | loss: 0.0312367 | val_loss: 0.0312364 | Time: 2810.87 ms [2020-12-23 07:19:55 main:581] : INFO : Epoch 872 | loss: 0.031236 | val_loss: 0.0312363 | Time: 2810.1 ms [2020-12-23 07:19:58 main:581] : INFO : Epoch 873 | loss: 0.0312375 | val_loss: 0.0312376 | Time: 2807.17 ms [2020-12-23 07:20:01 main:581] : INFO : Epoch 874 | loss: 0.0312365 | val_loss: 0.0312366 | Time: 2847.38 ms [2020-12-23 07:20:04 main:581] : INFO : Epoch 875 | loss: 0.0312359 | val_loss: 0.0312373 | Time: 2807.27 ms [2020-12-23 07:20:07 main:581] : INFO : Epoch 876 | loss: 0.031237 | val_loss: 0.0312359 | Time: 2805.18 ms [2020-12-23 07:20:09 main:581] : INFO : Epoch 877 | loss: 0.031236 | val_loss: 0.0312361 | Time: 2811.66 ms [2020-12-23 07:20:12 main:581] : INFO : Epoch 878 | loss: 0.0312357 | val_loss: 0.0312369 | Time: 2807.95 ms [2020-12-23 07:20:15 main:581] : INFO : Epoch 879 | loss: 0.0312361 | val_loss: 0.0312393 | Time: 2805.47 ms [2020-12-23 07:20:18 main:581] : INFO : Epoch 880 | loss: 0.0312361 | val_loss: 0.0312358 | Time: 2812.28 ms [2020-12-23 07:20:21 main:581] : INFO : Epoch 881 | loss: 0.0312356 | val_loss: 0.0312358 | Time: 2807.05 ms [2020-12-23 07:20:23 main:581] : INFO : Epoch 882 | loss: 0.0312359 | val_loss: 0.0312361 | Time: 2808.46 ms [2020-12-23 07:20:26 main:581] : INFO : Epoch 883 | loss: 0.0312355 | val_loss: 0.0312357 | Time: 2805.52 ms [2020-12-23 07:20:29 main:581] : INFO : Epoch 884 | loss: 0.0312354 | val_loss: 0.0312359 | Time: 2804.66 ms [2020-12-23 07:20:32 main:581] : INFO : Epoch 885 | loss: 0.031236 | val_loss: 0.0312358 | Time: 2831.76 ms [2020-12-23 07:20:35 main:581] : INFO : Epoch 886 | loss: 0.0312359 | val_loss: 0.0312382 | Time: 2811.27 ms [2020-12-23 07:20:38 main:581] : INFO : Epoch 887 | loss: 0.0312368 | val_loss: 0.0312359 | Time: 2797.45 ms [2020-12-23 07:20:40 main:581] : INFO : Epoch 888 | loss: 0.0312361 | val_loss: 0.031236 | Time: 2814.67 ms [2020-12-23 07:20:43 main:581] : INFO : Epoch 889 | loss: 0.0312357 | val_loss: 0.0312372 | Time: 2812.72 ms [2020-12-23 07:20:46 main:581] : INFO : Epoch 890 | loss: 0.0312358 | val_loss: 0.0312357 | Time: 2811.69 ms [2020-12-23 07:20:49 main:581] : INFO : Epoch 891 | loss: 0.031236 | val_loss: 0.0312365 | Time: 2811.03 ms [2020-12-23 07:20:52 main:581] : INFO : Epoch 892 | loss: 0.0312353 | val_loss: 0.0312378 | Time: 2812.32 ms [2020-12-23 07:20:54 main:581] : INFO : Epoch 893 | loss: 0.031236 | val_loss: 0.0312367 | Time: 2809.64 ms [2020-12-23 07:20:57 main:581] : INFO : Epoch 894 | loss: 0.0312354 | val_loss: 0.0312358 | Time: 2808.19 ms [2020-12-23 07:21:00 main:581] : INFO : Epoch 895 | loss: 0.0312368 | val_loss: 0.0312374 | Time: 2841.15 ms [2020-12-23 07:21:03 main:581] : INFO : Epoch 896 | loss: 0.031237 | val_loss: 0.0312361 | Time: 2808.76 ms [2020-12-23 07:21:06 main:581] : INFO : Epoch 897 | loss: 0.0312363 | val_loss: 0.0312374 | Time: 2809.52 ms [2020-12-23 07:21:08 main:581] : INFO : Epoch 898 | loss: 0.031236 | val_loss: 0.0312364 | Time: 2810.06 ms [2020-12-23 07:21:11 main:581] : INFO : Epoch 899 | loss: 0.0312358 | val_loss: 0.0312359 | Time: 2815 ms [2020-12-23 07:21:14 main:581] : INFO : Epoch 900 | loss: 0.0312355 | val_loss: 0.0312365 | Time: 2805.12 ms [2020-12-23 07:21:17 main:581] : INFO : Epoch 901 | loss: 0.0312356 | val_loss: 0.0312368 | Time: 2806.38 ms [2020-12-23 07:21:20 main:581] : INFO : Epoch 902 | loss: 0.031236 | val_loss: 0.0312363 | Time: 2812.37 ms [2020-12-23 07:21:23 main:581] : INFO : Epoch 903 | loss: 0.0312358 | val_loss: 0.031237 | Time: 2812.5 ms [2020-12-23 07:21:25 main:581] : INFO : Epoch 904 | loss: 0.0312358 | val_loss: 0.0312366 | Time: 2812.08 ms [2020-12-23 07:21:28 main:581] : INFO : Epoch 905 | loss: 0.0312376 | val_loss: 0.0312373 | Time: 2805.25 ms [2020-12-23 07:21:31 main:581] : INFO : Epoch 906 | loss: 0.0312353 | val_loss: 0.0312363 | Time: 2829.8 ms [2020-12-23 07:21:34 main:581] : INFO : Epoch 907 | loss: 0.0312357 | val_loss: 0.0312371 | Time: 2807.45 ms [2020-12-23 07:21:37 main:581] : INFO : Epoch 908 | loss: 0.0312376 | val_loss: 0.0312443 | Time: 2806.83 ms [2020-12-23 07:21:39 main:581] : INFO : Epoch 909 | loss: 0.0312366 | val_loss: 0.0312381 | Time: 2803.07 ms [2020-12-23 07:21:42 main:581] : INFO : Epoch 910 | loss: 0.031236 | val_loss: 0.0312364 | Time: 2805.3 ms [2020-12-23 07:21:45 main:581] : INFO : Epoch 911 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 2807.54 ms [2020-12-23 07:21:48 main:581] : INFO : Epoch 912 | loss: 0.0312361 | val_loss: 0.0312357 | Time: 2807.57 ms [2020-12-23 07:21:51 main:581] : INFO : Epoch 913 | loss: 0.031238 | val_loss: 0.031238 | Time: 2807.06 ms [2020-12-23 07:21:53 main:581] : INFO : Epoch 914 | loss: 0.0312378 | val_loss: 0.0312363 | Time: 2808.42 ms [2020-12-23 07:21:56 main:581] : INFO : Epoch 915 | loss: 0.0312367 | val_loss: 0.031239 | Time: 2806.56 ms [2020-12-23 07:21:59 main:581] : INFO : Epoch 916 | loss: 0.0312366 | val_loss: 0.0312375 | Time: 2808.15 ms [2020-12-23 07:22:02 main:581] : INFO : Epoch 917 | loss: 0.0312353 | val_loss: 0.0312376 | Time: 2852.77 ms [2020-12-23 07:22:05 main:581] : INFO : Epoch 918 | loss: 0.0312368 | val_loss: 0.0312363 | Time: 2814.95 ms [2020-12-23 07:22:08 main:581] : INFO : Epoch 919 | loss: 0.0312357 | val_loss: 0.0312367 | Time: 2813.96 ms [2020-12-23 07:22:10 main:581] : INFO : Epoch 920 | loss: 0.0312355 | val_loss: 0.0312357 | Time: 2815.14 ms [2020-12-23 07:22:13 main:581] : INFO : Epoch 921 | loss: 0.0312353 | val_loss: 0.0312396 | Time: 2813.07 ms [2020-12-23 07:22:16 main:581] : INFO : Epoch 922 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 2814.2 ms [2020-12-23 07:22:19 main:581] : INFO : Epoch 923 | loss: 0.0312366 | val_loss: 0.0312383 | Time: 2815.12 ms [2020-12-23 07:22:22 main:581] : INFO : Epoch 924 | loss: 0.0312361 | val_loss: 0.0312367 | Time: 2814.98 ms [2020-12-23 07:22:24 main:581] : INFO : Epoch 925 | loss: 0.031235 | val_loss: 0.0312362 | Time: 2813.22 ms [2020-12-23 07:22:27 main:581] : INFO : Epoch 926 | loss: 0.031236 | val_loss: 0.0312372 | Time: 2811.84 ms [2020-12-23 07:22:30 main:581] : INFO : Epoch 927 | loss: 0.0312359 | val_loss: 0.0312364 | Time: 2834.32 ms [2020-12-23 07:22:33 main:581] : INFO : Epoch 928 | loss: 0.0312354 | val_loss: 0.0312363 | Time: 2808.42 ms [2020-12-23 07:22:36 main:581] : INFO : Epoch 929 | loss: 0.0312359 | val_loss: 0.0312366 | Time: 2800.33 ms [2020-12-23 07:22:38 main:581] : INFO : Epoch 930 | loss: 0.0312353 | val_loss: 0.0312357 | Time: 2800.53 ms [2020-12-23 07:22:41 main:581] : INFO : Epoch 931 | loss: 0.0312357 | val_loss: 0.0312359 | Time: 2807.26 ms [2020-12-23 07:22:44 main:581] : INFO : Epoch 932 | loss: 0.0312365 | val_loss: 0.0312357 | Time: 2801.74 ms [2020-12-23 07:22:47 main:581] : INFO : Epoch 933 | loss: 0.031237 | val_loss: 0.0312387 | Time: 2800.77 ms [2020-12-23 07:22:50 main:581] : INFO : Epoch 934 | loss: 0.0312362 | val_loss: 0.0312357 | Time: 2813.37 ms [2020-12-23 07:22:53 main:581] : INFO : Epoch 935 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 2803.7 ms [2020-12-23 07:22:55 main:581] : INFO : Epoch 936 | loss: 0.0312357 | val_loss: 0.0312364 | Time: 2814.21 ms [2020-12-23 07:22:58 main:581] : INFO : Epoch 937 | loss: 0.0312372 | val_loss: 0.0312363 | Time: 2816.13 ms [2020-12-23 07:23:01 main:581] : INFO : Epoch 938 | loss: 0.0312352 | val_loss: 0.0312374 | Time: 2851.89 ms [2020-12-23 07:23:04 main:581] : INFO : Epoch 939 | loss: 0.0312367 | val_loss: 0.0312375 | Time: 2806.47 ms [2020-12-23 07:23:07 main:581] : INFO : Epoch 940 | loss: 0.0312363 | val_loss: 0.0312372 | Time: 2805.4 ms [2020-12-23 07:23:09 main:581] : INFO : Epoch 941 | loss: 0.0312357 | val_loss: 0.0312407 | Time: 2810.86 ms [2020-12-23 07:23:12 main:581] : INFO : Epoch 942 | loss: 0.0312376 | val_loss: 0.0312367 | Time: 2808.34 ms [2020-12-23 07:23:15 main:581] : INFO : Epoch 943 | loss: 0.0312363 | val_loss: 0.0312358 | Time: 2813.08 ms [2020-12-23 07:23:18 main:581] : INFO : Epoch 944 | loss: 0.0312355 | val_loss: 0.0312355 | Time: 2800.27 ms [2020-12-23 07:23:21 main:581] : INFO : Epoch 945 | loss: 0.0312352 | val_loss: 0.0312368 | Time: 2806.27 ms [2020-12-23 07:23:23 main:581] : INFO : Epoch 946 | loss: 0.0312352 | val_loss: 0.0312359 | Time: 2801.41 ms [2020-12-23 07:23:26 main:581] : INFO : Epoch 947 | loss: 0.0312355 | val_loss: 0.0312367 | Time: 2811.54 ms [2020-12-23 07:23:29 main:581] : INFO : Epoch 948 | loss: 0.0312356 | val_loss: 0.0312354 | Time: 2808.52 ms [2020-12-23 07:23:32 main:581] : INFO : Epoch 949 | loss: 0.0312352 | val_loss: 0.0312366 | Time: 2827.69 ms [2020-12-23 07:23:35 main:581] : INFO : Epoch 950 | loss: 0.0312356 | val_loss: 0.0312366 | Time: 2804.98 ms [2020-12-23 07:23:38 main:581] : INFO : Epoch 951 | loss: 0.0312352 | val_loss: 0.0312362 | Time: 2796.31 ms [2020-12-23 07:23:40 main:581] : INFO : Epoch 952 | loss: 0.0312355 | val_loss: 0.0312365 | Time: 2816.42 ms [2020-12-23 07:23:43 main:581] : INFO : Epoch 953 | loss: 0.0312352 | val_loss: 0.0312373 | Time: 2804.02 ms [2020-12-23 07:23:46 main:581] : INFO : Epoch 954 | loss: 0.0312352 | val_loss: 0.0312373 | Time: 2807.71 ms [2020-12-23 07:23:49 main:581] : INFO : Epoch 955 | loss: 0.0312356 | val_loss: 0.0312389 | Time: 2809.67 ms [2020-12-23 07:23:52 main:581] : INFO : Epoch 956 | loss: 0.0312363 | val_loss: 0.0312357 | Time: 2811.92 ms [2020-12-23 07:23:54 main:581] : INFO : Epoch 957 | loss: 0.0312352 | val_loss: 0.0312366 | Time: 2816.24 ms [2020-12-23 07:23:57 main:581] : INFO : Epoch 958 | loss: 0.0312354 | val_loss: 0.0312358 | Time: 2811.82 ms [2020-12-23 07:24:00 main:581] : INFO : Epoch 959 | loss: 0.0312352 | val_loss: 0.0312359 | Time: 2844.42 ms [2020-12-23 07:24:03 main:581] : INFO : Epoch 960 | loss: 0.0312353 | val_loss: 0.0312362 | Time: 2805.2 ms [2020-12-23 07:24:06 main:581] : INFO : Epoch 961 | loss: 0.0312363 | val_loss: 0.0312364 | Time: 2805.09 ms [2020-12-23 07:24:08 main:581] : INFO : Epoch 962 | loss: 0.0312377 | val_loss: 0.0312357 | Time: 2813.47 ms [2020-12-23 07:24:11 main:581] : INFO : Epoch 963 | loss: 0.0312367 | val_loss: 0.0312384 | Time: 2811.26 ms [2020-12-23 07:24:14 main:581] : INFO : Epoch 964 | loss: 0.031235 | val_loss: 0.0312364 | Time: 2813.63 ms [2020-12-23 07:24:17 main:581] : INFO : Epoch 965 | loss: 0.0312365 | val_loss: 0.0312378 | Time: 2801.52 ms [2020-12-23 07:24:20 main:581] : INFO : Epoch 966 | loss: 0.031236 | val_loss: 0.0312392 | Time: 2806.85 ms [2020-12-23 07:24:23 main:581] : INFO : Epoch 967 | loss: 0.0312359 | val_loss: 0.0312368 | Time: 2813.11 ms [2020-12-23 07:24:25 main:581] : INFO : Epoch 968 | loss: 0.0312353 | val_loss: 0.0312373 | Time: 2811.86 ms [2020-12-23 07:24:28 main:581] : INFO : Epoch 969 | loss: 0.0312355 | val_loss: 0.0312378 | Time: 2811.95 ms [2020-12-23 07:24:31 main:581] : INFO : Epoch 970 | loss: 0.031236 | val_loss: 0.0312368 | Time: 2826.08 ms [2020-12-23 07:24:34 main:581] : INFO : Epoch 971 | loss: 0.0312351 | val_loss: 0.0312362 | Time: 2803.68 ms [2020-12-23 07:24:37 main:581] : INFO : Epoch 972 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 2807.28 ms [2020-12-23 07:24:39 main:581] : INFO : Epoch 973 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 2813.36 ms [2020-12-23 07:24:42 main:581] : INFO : Epoch 974 | loss: 0.0312358 | val_loss: 0.031237 | Time: 2808.26 ms [2020-12-23 07:24:45 main:581] : INFO : Epoch 975 | loss: 0.0312373 | val_loss: 0.0312355 | Time: 2810.47 ms [2020-12-23 07:24:48 main:581] : INFO : Epoch 976 | loss: 0.0312351 | val_loss: 0.0312357 | Time: 2809.39 ms [2020-12-23 07:24:51 main:581] : INFO : Epoch 977 | loss: 0.0312349 | val_loss: 0.0312363 | Time: 2809.73 ms [2020-12-23 07:24:53 main:581] : INFO : Epoch 978 | loss: 0.031238 | val_loss: 0.0312437 | Time: 2809.45 ms [2020-12-23 07:24:56 main:581] : INFO : Epoch 979 | loss: 0.0312372 | val_loss: 0.0312395 | Time: 2807.35 ms [2020-12-23 07:24:59 main:581] : INFO : Epoch 980 | loss: 0.0312373 | val_loss: 0.0312399 | Time: 2810.8 ms [2020-12-23 07:25:02 main:581] : INFO : Epoch 981 | loss: 0.031236 | val_loss: 0.0312377 | Time: 2857.56 ms [2020-12-23 07:25:05 main:581] : INFO : Epoch 982 | loss: 0.0312372 | val_loss: 0.0312387 | Time: 2809.74 ms [2020-12-23 07:25:08 main:581] : INFO : Epoch 983 | loss: 0.0312367 | val_loss: 0.0312395 | Time: 2810.56 ms [2020-12-23 07:25:10 main:581] : INFO : Epoch 984 | loss: 0.0312353 | val_loss: 0.031236 | Time: 2804.48 ms [2020-12-23 07:25:13 main:581] : INFO : Epoch 985 | loss: 0.0312349 | val_loss: 0.0312388 | Time: 2809.84 ms [2020-12-23 07:25:16 main:581] : INFO : Epoch 986 | loss: 0.0312358 | val_loss: 0.0312358 | Time: 2802.06 ms [2020-12-23 07:25:19 main:581] : INFO : Epoch 987 | loss: 0.0312358 | val_loss: 0.03124 | Time: 2807.4 ms [2020-12-23 07:25:22 main:581] : INFO : Epoch 988 | loss: 0.0312377 | val_loss: 0.0312359 | Time: 2807.43 ms [2020-12-23 07:25:24 main:581] : INFO : Epoch 989 | loss: 0.0312358 | val_loss: 0.0312361 | Time: 2802.89 ms [2020-12-23 07:25:27 main:581] : INFO : Epoch 990 | loss: 0.0312354 | val_loss: 0.031237 | Time: 2806.86 ms [2020-12-23 07:25:30 main:581] : INFO : Epoch 991 | loss: 0.0312353 | val_loss: 0.0312354 | Time: 2830.44 ms [2020-12-23 07:25:33 main:581] : INFO : Epoch 992 | loss: 0.0312353 | val_loss: 0.0312372 | Time: 2807.84 ms [2020-12-23 07:25:36 main:581] : INFO : Epoch 993 | loss: 0.0312354 | val_loss: 0.0312361 | Time: 2804.84 ms [2020-12-23 07:25:38 main:581] : INFO : Epoch 994 | loss: 0.0312358 | val_loss: 0.0312361 | Time: 2805.65 ms [2020-12-23 07:25:41 main:581] : INFO : Epoch 995 | loss: 0.0312348 | val_loss: 0.0312368 | Time: 2795.95 ms [2020-12-23 07:25:44 main:581] : INFO : Epoch 996 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 2804.89 ms [2020-12-23 07:25:47 main:581] : INFO : Epoch 997 | loss: 0.0312355 | val_loss: 0.0312368 | Time: 2806.22 ms [2020-12-23 07:25:50 main:581] : INFO : Epoch 998 | loss: 0.031235 | val_loss: 0.0312358 | Time: 2806.58 ms [2020-12-23 07:25:52 main:581] : INFO : Epoch 999 | loss: 0.0312356 | val_loss: 0.0312366 | Time: 2806.96 ms [2020-12-23 07:25:55 main:581] : INFO : Epoch 1000 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 2803.52 ms [2020-12-23 07:25:58 main:581] : INFO : Epoch 1001 | loss: 0.0312355 | val_loss: 0.0312355 | Time: 2805.96 ms [2020-12-23 07:26:01 main:581] : INFO : Epoch 1002 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 2851.48 ms [2020-12-23 07:26:04 main:581] : INFO : Epoch 1003 | loss: 0.0312351 | val_loss: 0.0312365 | Time: 2806.85 ms [2020-12-23 07:26:07 main:581] : INFO : Epoch 1004 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 2806.91 ms [2020-12-23 07:26:09 main:581] : INFO : Epoch 1005 | loss: 0.0312364 | val_loss: 0.0312372 | Time: 2804.72 ms [2020-12-23 07:26:12 main:581] : INFO : Epoch 1006 | loss: 0.0312352 | val_loss: 0.0312358 | Time: 2807.22 ms [2020-12-23 07:26:15 main:581] : INFO : Epoch 1007 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 2812.17 ms [2020-12-23 07:26:18 main:581] : INFO : Epoch 1008 | loss: 0.0312355 | val_loss: 0.0312361 | Time: 2815.91 ms [2020-12-23 07:26:21 main:581] : INFO : Epoch 1009 | loss: 0.0312354 | val_loss: 0.031236 | Time: 2815.04 ms [2020-12-23 07:26:23 main:581] : INFO : Epoch 1010 | loss: 0.0312358 | val_loss: 0.0312362 | Time: 2814.47 ms [2020-12-23 07:26:26 main:581] : INFO : Epoch 1011 | loss: 0.0312351 | val_loss: 0.0312357 | Time: 2815.22 ms [2020-12-23 07:26:29 main:581] : INFO : Epoch 1012 | loss: 0.0312364 | val_loss: 0.0312358 | Time: 2815.32 ms [2020-12-23 07:26:32 main:581] : INFO : Epoch 1013 | loss: 0.0312386 | val_loss: 0.0312367 | Time: 2837.58 ms [2020-12-23 07:26:35 main:581] : INFO : Epoch 1014 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 2814.52 ms [2020-12-23 07:26:38 main:581] : INFO : Epoch 1015 | loss: 0.0312352 | val_loss: 0.0312372 | Time: 2815.11 ms [2020-12-23 07:26:40 main:581] : INFO : Epoch 1016 | loss: 0.0312355 | val_loss: 0.0312352 | Time: 2813.57 ms [2020-12-23 07:26:43 main:581] : INFO : Epoch 1017 | loss: 0.0312352 | val_loss: 0.0312356 | Time: 2809.13 ms [2020-12-23 07:26:46 main:581] : INFO : Epoch 1018 | loss: 0.0312352 | val_loss: 0.0312374 | Time: 2810.6 ms [2020-12-23 07:26:49 main:581] : INFO : Epoch 1019 | loss: 0.0312366 | val_loss: 0.0312386 | Time: 2805.36 ms [2020-12-23 07:26:52 main:581] : INFO : Epoch 1020 | loss: 0.0312369 | val_loss: 0.0312371 | Time: 2817.7 ms [2020-12-23 07:26:54 main:581] : INFO : Epoch 1021 | loss: 0.0312349 | val_loss: 0.0312357 | Time: 2805.32 ms [2020-12-23 07:26:57 main:581] : INFO : Epoch 1022 | loss: 0.0312355 | val_loss: 0.0312374 | Time: 2816.98 ms [2020-12-23 07:27:00 main:581] : INFO : Epoch 1023 | loss: 0.0312367 | val_loss: 0.0312368 | Time: 2848.89 ms [2020-12-23 07:27:03 main:581] : INFO : Epoch 1024 | loss: 0.0312364 | val_loss: 0.0312378 | Time: 2809.86 ms [2020-12-23 07:27:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312378 [2020-12-23 07:27:03 main:610] : INFO : Saving end state to config to file [2020-12-23 07:27:03 main:615] : INFO : Success, exiting.. 07:27:03 (2500554): 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)