Task 3379242
| Name | ParityMachine-1605152331-1284-9_0 |
| Workunit | 1634647 |
| Created | 23 Dec 2020, 6:22:50 UTC |
| Sent | 23 Dec 2020, 19:33:04 UTC |
| Report deadline | 30 Dec 2020, 19:33:04 UTC |
| Received | 23 Dec 2020, 22:53:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 49 min 54 sec |
| CPU time | 49 min 48 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 | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 510 | loss: 0.0312049 | val_loss: 0.0312092 | Time: 2921.81 ms [2020-12-23 14:25:00 main:581] : INFO : Epoch 511 | loss: 0.0312022 | val_loss: 0.0312092 | Time: 2914.31 ms [2020-12-23 14:25:03 main:581] : INFO : Epoch 512 | loss: 0.031201 | val_loss: 0.0312084 | Time: 2912.01 ms [2020-12-23 14:25:06 main:581] : INFO : Epoch 513 | loss: 0.0312007 | val_loss: 0.0312087 | Time: 2933.17 ms [2020-12-23 14:25:09 main:581] : INFO : Epoch 514 | loss: 0.0312019 | val_loss: 0.0312085 | Time: 2931.83 ms [2020-12-23 14:25:12 main:581] : INFO : Epoch 515 | loss: 0.0312076 | val_loss: 0.0312249 | Time: 2916.28 ms [2020-12-23 14:25:14 main:581] : INFO : Epoch 516 | loss: 0.0312174 | val_loss: 0.0312181 | Time: 2866.22 ms [2020-12-23 14:25:17 main:581] : INFO : Epoch 517 | loss: 0.0312135 | val_loss: 0.0312117 | Time: 2924.76 ms [2020-12-23 14:25:20 main:581] : INFO : Epoch 518 | loss: 0.0312103 | val_loss: 0.0312145 | Time: 2929.45 ms [2020-12-23 14:25:23 main:581] : INFO : Epoch 519 | loss: 0.0312094 | val_loss: 0.0312186 | Time: 2930.47 ms [2020-12-23 14:25:26 main:581] : INFO : Epoch 520 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 2929.55 ms [2020-12-23 14:25:29 main:581] : INFO : Epoch 521 | loss: 0.0312089 | val_loss: 0.0312126 | Time: 2920.07 ms [2020-12-23 14:25:32 main:581] : INFO : Epoch 522 | loss: 0.0312101 | val_loss: 0.0312166 | Time: 2917.55 ms [2020-12-23 14:25:35 main:581] : INFO : Epoch 523 | loss: 0.0312087 | val_loss: 0.031214 | Time: 2927.52 ms [2020-12-23 14:25:38 main:581] : INFO : Epoch 524 | loss: 0.0312071 | val_loss: 0.0312149 | Time: 2916.2 ms [2020-12-23 14:25:41 main:581] : INFO : Epoch 525 | loss: 0.0312082 | val_loss: 0.0312136 | Time: 2930.44 ms [2020-12-23 14:25:44 main:581] : INFO : Epoch 526 | loss: 0.0312078 | val_loss: 0.031214 | Time: 2930.03 ms [2020-12-23 14:25:47 main:581] : INFO : Epoch 527 | loss: 0.0312079 | val_loss: 0.0312131 | Time: 2937.6 ms [2020-12-23 14:25:50 main:581] : INFO : Epoch 528 | loss: 0.0312058 | val_loss: 0.0312146 | Time: 2929.47 ms [2020-12-23 14:25:52 main:581] : INFO : Epoch 529 | loss: 0.0312049 | val_loss: 0.0312099 | Time: 2934.54 ms [2020-12-23 14:25:55 main:581] : INFO : Epoch 530 | loss: 0.0312056 | val_loss: 0.0312137 | Time: 2930.2 ms [2020-12-23 14:25:58 main:581] : INFO : Epoch 531 | loss: 0.0312058 | val_loss: 0.0312114 | Time: 2931.37 ms [2020-12-23 14:26:01 main:581] : INFO : Epoch 532 | loss: 0.0312057 | val_loss: 0.0312114 | Time: 2941.64 ms [2020-12-23 14:26:04 main:581] : INFO : Epoch 533 | loss: 0.0312031 | val_loss: 0.0312141 | Time: 2932.17 ms [2020-12-23 14:26:07 main:581] : INFO : Epoch 534 | loss: 0.031206 | val_loss: 0.0312128 | Time: 2924.92 ms [2020-12-23 14:26:10 main:581] : INFO : Epoch 535 | loss: 0.0312049 | val_loss: 0.0312197 | Time: 2920.3 ms [2020-12-23 14:26:13 main:581] : INFO : Epoch 536 | loss: 0.031205 | val_loss: 0.0312092 | Time: 2931.99 ms [2020-12-23 14:26:16 main:581] : INFO : Epoch 537 | loss: 0.031202 | val_loss: 0.0312087 | Time: 2933.41 ms [2020-12-23 14:26:19 main:581] : INFO : Epoch 538 | loss: 0.0312007 | val_loss: 0.0312085 | Time: 2933.04 ms [2020-12-23 14:26:22 main:581] : INFO : Epoch 539 | loss: 0.0312005 | val_loss: 0.0312087 | Time: 2927.34 ms [2020-12-23 14:26:25 main:581] : INFO : Epoch 540 | loss: 0.0312028 | val_loss: 0.0312098 | Time: 2934.68 ms [2020-12-23 14:26:28 main:581] : INFO : Epoch 541 | loss: 0.0312027 | val_loss: 0.03121 | Time: 2922.59 ms [2020-12-23 14:26:31 main:581] : INFO : Epoch 542 | loss: 0.0312026 | val_loss: 0.0312084 | Time: 2923.99 ms [2020-12-23 14:26:33 main:581] : INFO : Epoch 543 | loss: 0.0312003 | val_loss: 0.0312078 | Time: 2925.61 ms [2020-12-23 14:26:36 main:581] : INFO : Epoch 544 | loss: 0.0311999 | val_loss: 0.0312076 | Time: 2929.71 ms [2020-12-23 14:26:39 main:581] : INFO : Epoch 545 | loss: 0.0311996 | val_loss: 0.0312073 | Time: 2933.8 ms [2020-12-23 14:26:42 main:581] : INFO : Epoch 546 | loss: 0.0311993 | val_loss: 0.0312082 | Time: 2940.92 ms [2020-12-23 14:26:45 main:581] : INFO : Epoch 547 | loss: 0.0312 | val_loss: 0.0312068 | Time: 2932.06 ms [2020-12-23 14:26:48 main:581] : INFO : Epoch 548 | loss: 0.0311995 | val_loss: 0.0312071 | Time: 2931.98 ms [2020-12-23 14:26:51 main:581] : INFO : Epoch 549 | loss: 0.0312001 | val_loss: 0.0312075 | Time: 2924.39 ms [2020-12-23 14:26:54 main:581] : INFO : Epoch 550 | loss: 0.0312005 | val_loss: 0.0312068 | Time: 2900.84 ms [2020-12-23 14:26:57 main:581] : INFO : Epoch 551 | loss: 0.0312017 | val_loss: 0.0312194 | Time: 2894.16 ms [2020-12-23 14:27:00 main:581] : INFO : Epoch 552 | loss: 0.0312207 | val_loss: 0.0312186 | Time: 2876.84 ms [2020-12-23 14:27:03 main:581] : INFO : Epoch 553 | loss: 0.0312161 | val_loss: 0.0312142 | Time: 2912.05 ms [2020-12-23 14:27:06 main:581] : INFO : Epoch 554 | loss: 0.0312117 | val_loss: 0.0312108 | Time: 2926.49 ms [2020-12-23 14:27:08 main:581] : INFO : Epoch 555 | loss: 0.0312099 | val_loss: 0.0312124 | Time: 2925.87 ms [2020-12-23 14:27:11 main:581] : INFO : Epoch 556 | loss: 0.0312086 | val_loss: 0.0312098 | Time: 2923.06 ms [2020-12-23 14:27:14 main:581] : INFO : Epoch 557 | loss: 0.0312079 | val_loss: 0.0312087 | Time: 2928.71 ms [2020-12-23 14:27:17 main:581] : INFO : Epoch 558 | loss: 0.0312074 | val_loss: 0.0312093 | Time: 2874.28 ms [2020-12-23 14:27:20 main:581] : INFO : Epoch 559 | loss: 0.0312074 | val_loss: 0.0312107 | Time: 2931.46 ms [2020-12-23 14:27:23 main:581] : INFO : Epoch 560 | loss: 0.0312069 | val_loss: 0.0312075 | Time: 2926.04 ms [2020-12-23 14:27:26 main:581] : INFO : Epoch 561 | loss: 0.0312066 | val_loss: 0.031209 | Time: 2913.08 ms [2020-12-23 14:27:29 main:581] : INFO : Epoch 562 | loss: 0.031206 | val_loss: 0.031208 | Time: 2925.12 ms [2020-12-23 14:27:32 main:581] : INFO : Epoch 563 | loss: 0.0312052 | val_loss: 0.0312077 | Time: 2909.4 ms [2020-12-23 14:27:35 main:581] : INFO : Epoch 564 | loss: 0.0312057 | val_loss: 0.0312085 | Time: 2904.19 ms [2020-12-23 14:27:38 main:581] : INFO : Epoch 565 | loss: 0.0312053 | val_loss: 0.0312085 | Time: 2869.37 ms [2020-12-23 14:27:41 main:581] : INFO : Epoch 566 | loss: 0.0312052 | val_loss: 0.0312087 | Time: 2922.39 ms [2020-12-23 14:27:43 main:581] : INFO : Epoch 567 | loss: 0.0312054 | val_loss: 0.0312063 | Time: 2926.98 ms [2020-12-23 14:27:46 main:581] : INFO : Epoch 568 | loss: 0.0312052 | val_loss: 0.0312117 | Time: 2922.13 ms [2020-12-23 14:27:49 main:581] : INFO : Epoch 569 | loss: 0.0312057 | val_loss: 0.0312075 | Time: 2921.71 ms [2020-12-23 14:27:52 main:581] : INFO : Epoch 570 | loss: 0.0312045 | val_loss: 0.0312066 | Time: 2942.2 ms [2020-12-23 14:27:55 main:581] : INFO : Epoch 571 | loss: 0.0312038 | val_loss: 0.0312081 | Time: 2918.52 ms [2020-12-23 14:27:58 main:581] : INFO : Epoch 572 | loss: 0.0312041 | val_loss: 0.0312104 | Time: 2921.64 ms [2020-12-23 14:28:01 main:581] : INFO : Epoch 573 | loss: 0.0312047 | val_loss: 0.0312069 | Time: 2938.22 ms [2020-12-23 14:28:04 main:581] : INFO : Epoch 574 | loss: 0.0312035 | val_loss: 0.031205 | Time: 2892.61 ms [2020-12-23 14:28:07 main:581] : INFO : Epoch 575 | loss: 0.0312044 | val_loss: 0.0312079 | Time: 2926.9 ms [2020-12-23 14:28:10 main:581] : INFO : Epoch 576 | loss: 0.0312061 | val_loss: 0.0312089 | Time: 2912.29 ms [2020-12-23 14:28:13 main:581] : INFO : Epoch 577 | loss: 0.031205 | val_loss: 0.0312086 | Time: 2927.27 ms [2020-12-23 14:28:16 main:581] : INFO : Epoch 578 | loss: 0.0312054 | val_loss: 0.0312092 | Time: 2927.39 ms [2020-12-23 14:28:19 main:581] : INFO : Epoch 579 | loss: 0.031205 | val_loss: 0.0312079 | Time: 2911.6 ms [2020-12-23 14:28:21 main:581] : INFO : Epoch 580 | loss: 0.0312049 | val_loss: 0.0312086 | Time: 2923.24 ms [2020-12-23 14:28:24 main:581] : INFO : Epoch 581 | loss: 0.0312052 | val_loss: 0.031211 | Time: 2883.68 ms [2020-12-23 14:28:27 main:581] : INFO : Epoch 582 | loss: 0.031205 | val_loss: 0.0312065 | Time: 2924.6 ms [2020-12-23 14:28:30 main:581] : INFO : Epoch 583 | loss: 0.0312024 | val_loss: 0.0312076 | Time: 2906.22 ms [2020-12-23 14:28:33 main:581] : INFO : Epoch 584 | loss: 0.0312033 | val_loss: 0.0312068 | Time: 2907.79 ms [2020-12-23 14:28:36 main:581] : INFO : Epoch 585 | loss: 0.0312029 | val_loss: 0.0312067 | Time: 2920.95 ms [2020-12-23 14:28:39 main:581] : INFO : Epoch 586 | loss: 0.0312028 | val_loss: 0.0312061 | Time: 2921.13 ms [2020-12-23 14:28:42 main:581] : INFO : Epoch 587 | loss: 0.0312057 | val_loss: 0.0312108 | Time: 2900.43 ms [2020-12-23 14:28:45 main:581] : INFO : Epoch 588 | loss: 0.0312045 | val_loss: 0.0312049 | Time: 2898.88 ms [2020-12-23 14:28:48 main:581] : INFO : Epoch 589 | loss: 0.0312032 | val_loss: 0.0312058 | Time: 2928.28 ms [2020-12-23 14:28:51 main:581] : INFO : Epoch 590 | loss: 0.0312021 | val_loss: 0.0312055 | Time: 2911.36 ms [2020-12-23 14:28:53 main:581] : INFO : Epoch 591 | loss: 0.031203 | val_loss: 0.0312055 | Time: 2894.63 ms [2020-12-23 14:28:56 main:581] : INFO : Epoch 592 | loss: 0.0312028 | val_loss: 0.0312062 | Time: 2925.96 ms [2020-12-23 14:28:59 main:581] : INFO : Epoch 593 | loss: 0.0312041 | val_loss: 0.0312084 | Time: 2919.24 ms [2020-12-23 14:29:02 main:581] : INFO : Epoch 594 | loss: 0.0312042 | val_loss: 0.031207 | Time: 2941.23 ms [2020-12-23 14:29:05 main:581] : INFO : Epoch 595 | loss: 0.0312032 | val_loss: 0.0312086 | Time: 2920.29 ms [2020-12-23 14:29:08 main:581] : INFO : Epoch 596 | loss: 0.0312047 | val_loss: 0.031208 | Time: 2915.23 ms [2020-12-23 14:29:11 main:581] : INFO : Epoch 597 | loss: 0.0312028 | val_loss: 0.0312073 | Time: 2924.75 ms [2020-12-23 14:29:14 main:581] : INFO : Epoch 598 | loss: 0.0312026 | val_loss: 0.0312062 | Time: 2923.08 ms [2020-12-23 14:29:17 main:581] : INFO : Epoch 599 | loss: 0.0312022 | val_loss: 0.0312079 | Time: 2906.11 ms [2020-12-23 14:29:20 main:581] : INFO : Epoch 600 | loss: 0.0312034 | val_loss: 0.0312066 | Time: 2919.25 ms [2020-12-23 14:29:23 main:581] : INFO : Epoch 601 | loss: 0.0312009 | val_loss: 0.0312052 | Time: 2939.33 ms [2020-12-23 14:29:26 main:581] : INFO : Epoch 602 | loss: 0.0312008 | val_loss: 0.0312072 | Time: 2918.91 ms [2020-12-23 14:29:29 main:581] : INFO : Epoch 603 | loss: 0.0312013 | val_loss: 0.0312088 | Time: 2918.02 ms [2020-12-23 14:29:31 main:581] : INFO : Epoch 604 | loss: 0.0312015 | val_loss: 0.0312083 | Time: 2902.51 ms [2020-12-23 14:29:34 main:581] : INFO : Epoch 605 | loss: 0.0312015 | val_loss: 0.0312077 | Time: 2906.34 ms [2020-12-23 14:29:37 main:581] : INFO : Epoch 606 | loss: 0.0312021 | val_loss: 0.0312066 | Time: 2929.53 ms [2020-12-23 14:29:40 main:581] : INFO : Epoch 607 | loss: 0.0312013 | val_loss: 0.0312084 | Time: 2922.36 ms [2020-12-23 14:29:43 main:581] : INFO : Epoch 608 | loss: 0.0312009 | val_loss: 0.0312057 | Time: 2920.03 ms [2020-12-23 14:29:46 main:581] : INFO : Epoch 609 | loss: 0.0311999 | val_loss: 0.031209 | Time: 2929.13 ms [2020-12-23 14:29:49 main:581] : INFO : Epoch 610 | loss: 0.0312016 | val_loss: 0.0312066 | Time: 2924.59 ms [2020-12-23 14:29:52 main:581] : INFO : Epoch 611 | loss: 0.0312026 | val_loss: 0.0312079 | Time: 2946.85 ms [2020-12-23 14:29:55 main:581] : INFO : Epoch 612 | loss: 0.0312006 | val_loss: 0.0312058 | Time: 2927.66 ms [2020-12-23 14:29:58 main:581] : INFO : Epoch 613 | loss: 0.0312022 | val_loss: 0.0312158 | Time: 2891.69 ms [2020-12-23 14:30:01 main:581] : INFO : Epoch 614 | loss: 0.0312032 | val_loss: 0.0312085 | Time: 2929.07 ms [2020-12-23 14:30:04 main:581] : INFO : Epoch 615 | loss: 0.0312012 | val_loss: 0.0312081 | Time: 2911.79 ms [2020-12-23 14:30:06 main:581] : INFO : Epoch 616 | loss: 0.0312006 | val_loss: 0.031206 | Time: 2918.39 ms [2020-12-23 14:30:09 main:581] : INFO : Epoch 617 | loss: 0.0312013 | val_loss: 0.0312079 | Time: 2922.34 ms [2020-12-23 14:30:12 main:581] : INFO : Epoch 618 | loss: 0.0312007 | val_loss: 0.0312059 | Time: 2926.03 ms [2020-12-23 14:30:15 main:581] : INFO : Epoch 619 | loss: 0.0311985 | val_loss: 0.0312055 | Time: 2922.59 ms [2020-12-23 14:30:18 main:581] : INFO : Epoch 620 | loss: 0.0311982 | val_loss: 0.0312118 | Time: 2912.72 ms [2020-12-23 14:30:21 main:581] : INFO : Epoch 621 | loss: 0.0312007 | val_loss: 0.031207 | Time: 2944.68 ms [2020-12-23 14:30:24 main:581] : INFO : Epoch 622 | loss: 0.0312023 | val_loss: 0.031207 | Time: 2876.96 ms [2020-12-23 14:30:27 main:581] : INFO : Epoch 623 | loss: 0.0311999 | val_loss: 0.0312064 | Time: 2888.39 ms [2020-12-23 14:30:30 main:581] : INFO : Epoch 624 | loss: 0.0311998 | val_loss: 0.0312075 | Time: 2920.02 ms [2020-12-23 14:30:33 main:581] : INFO : Epoch 625 | loss: 0.0312026 | val_loss: 0.0312075 | Time: 2915.89 ms [2020-12-23 14:30:36 main:581] : INFO : Epoch 626 | loss: 0.0312005 | val_loss: 0.0312071 | Time: 2911.67 ms [2020-12-23 14:30:39 main:581] : INFO : Epoch 627 | loss: 0.0311985 | val_loss: 0.0312055 | Time: 2921.16 ms [2020-12-23 14:30:41 main:581] : INFO : Epoch 628 | loss: 0.0311982 | val_loss: 0.0312061 | Time: 2912.52 ms [2020-12-23 14:30:44 main:581] : INFO : Epoch 629 | loss: 0.031199 | val_loss: 0.0312062 | Time: 2924.47 ms [2020-12-23 14:30:47 main:581] : INFO : Epoch 630 | loss: 0.0311984 | val_loss: 0.0312061 | Time: 2920.15 ms [2020-12-23 14:30:50 main:581] : INFO : Epoch 631 | loss: 0.0311985 | val_loss: 0.0312061 | Time: 2916.55 ms [2020-12-23 14:30:53 main:581] : INFO : Epoch 632 | loss: 0.031199 | val_loss: 0.0312108 | Time: 2937.67 ms [2020-12-23 14:30:56 main:581] : INFO : Epoch 633 | loss: 0.0311985 | val_loss: 0.0312076 | Time: 2921.18 ms [2020-12-23 14:30:59 main:581] : INFO : Epoch 634 | loss: 0.0312023 | val_loss: 0.0312121 | Time: 2916.99 ms [2020-12-23 14:31:02 main:581] : INFO : Epoch 635 | loss: 0.0311999 | val_loss: 0.0312093 | Time: 2947.67 ms [2020-12-23 14:31:05 main:581] : INFO : Epoch 636 | loss: 0.0311986 | val_loss: 0.0312063 | Time: 2920.17 ms [2020-12-23 14:31:08 main:581] : INFO : Epoch 637 | loss: 0.031197 | val_loss: 0.0312098 | Time: 2891.69 ms [2020-12-23 14:31:11 main:581] : INFO : Epoch 638 | loss: 0.0311981 | val_loss: 0.0312074 | Time: 2906.13 ms [2020-12-23 14:31:14 main:581] : INFO : Epoch 639 | loss: 0.0311985 | val_loss: 0.0312105 | Time: 2917.86 ms [2020-12-23 14:31:17 main:581] : INFO : Epoch 640 | loss: 0.0311982 | val_loss: 0.0312067 | Time: 2927.1 ms [2020-12-23 14:31:19 main:581] : INFO : Epoch 641 | loss: 0.0311979 | val_loss: 0.0312116 | Time: 2902.48 ms [2020-12-23 14:31:22 main:581] : INFO : Epoch 642 | loss: 0.0311997 | val_loss: 0.0312066 | Time: 2905.81 ms [2020-12-23 14:31:25 main:581] : INFO : Epoch 643 | loss: 0.0311976 | val_loss: 0.0312069 | Time: 2897.93 ms [2020-12-23 14:31:28 main:581] : INFO : Epoch 644 | loss: 0.0311972 | val_loss: 0.031206 | Time: 2935.05 ms [2020-12-23 14:31:31 main:581] : INFO : Epoch 645 | loss: 0.0311989 | val_loss: 0.0312065 | Time: 2935.57 ms [2020-12-23 14:31:34 main:581] : INFO : Epoch 646 | loss: 0.0311982 | val_loss: 0.0312072 | Time: 2928.53 ms [2020-12-23 14:31:37 main:581] : INFO : Epoch 647 | loss: 0.0311985 | val_loss: 0.0312091 | Time: 2923.97 ms [2020-12-23 14:31:40 main:581] : INFO : Epoch 648 | loss: 0.0312072 | val_loss: 0.0312199 | Time: 2928.5 ms [2020-12-23 14:31:43 main:581] : INFO : Epoch 649 | loss: 0.031211 | val_loss: 0.0312167 | Time: 2914.2 ms [2020-12-23 14:31:46 main:581] : INFO : Epoch 650 | loss: 0.0312076 | val_loss: 0.0312124 | Time: 2924.15 ms [2020-12-23 14:31:49 main:581] : INFO : Epoch 651 | loss: 0.0312045 | val_loss: 0.0312117 | Time: 2913.43 ms [2020-12-23 14:31:52 main:581] : INFO : Epoch 652 | loss: 0.0312032 | val_loss: 0.0312099 | Time: 2937.85 ms [2020-12-23 14:31:55 main:581] : INFO : Epoch 653 | loss: 0.0312033 | val_loss: 0.0312108 | Time: 2921.02 ms [2020-12-23 14:31:57 main:581] : INFO : Epoch 654 | loss: 0.0312028 | val_loss: 0.03121 | Time: 2922.09 ms [2020-12-23 14:32:00 main:581] : INFO : Epoch 655 | loss: 0.0312028 | val_loss: 0.0312097 | Time: 2941.03 ms [2020-12-23 14:32:03 main:581] : INFO : Epoch 656 | loss: 0.0312031 | val_loss: 0.0312092 | Time: 2922.93 ms [2020-12-23 14:32:06 main:581] : INFO : Epoch 657 | loss: 0.0312016 | val_loss: 0.0312082 | Time: 2923.16 ms [2020-12-23 14:32:09 main:581] : INFO : Epoch 658 | loss: 0.031202 | val_loss: 0.0312078 | Time: 2924.51 ms [2020-12-23 14:32:12 main:581] : INFO : Epoch 659 | loss: 0.0312016 | val_loss: 0.0312093 | Time: 2912.79 ms [2020-12-23 14:32:15 main:581] : INFO : Epoch 660 | loss: 0.0312029 | val_loss: 0.0312098 | Time: 2924.77 ms [2020-12-23 14:32:18 main:581] : INFO : Epoch 661 | loss: 0.0312011 | val_loss: 0.0312085 | Time: 2918.67 ms [2020-12-23 14:32:21 main:581] : INFO : Epoch 662 | loss: 0.0312033 | val_loss: 0.0312133 | Time: 2932.99 ms [2020-12-23 14:32:24 main:581] : INFO : Epoch 663 | loss: 0.0312029 | val_loss: 0.031208 | Time: 2912.59 ms [2020-12-23 14:32:27 main:581] : INFO : Epoch 664 | loss: 0.0312011 | val_loss: 0.0312083 | Time: 2898.52 ms [2020-12-23 14:32:30 main:581] : INFO : Epoch 665 | loss: 0.0312021 | val_loss: 0.0312085 | Time: 2913.17 ms [2020-12-23 14:32:32 main:581] : INFO : Epoch 666 | loss: 0.0312011 | val_loss: 0.0312088 | Time: 2923.75 ms [2020-12-23 14:32:35 main:581] : INFO : Epoch 667 | loss: 0.0312016 | val_loss: 0.0312105 | Time: 2922.13 ms [2020-12-23 14:32:38 main:581] : INFO : Epoch 668 | loss: 0.0312007 | val_loss: 0.0312086 | Time: 2921.26 ms [2020-12-23 14:32:41 main:581] : INFO : Epoch 669 | loss: 0.031201 | val_loss: 0.0312091 | Time: 2919.8 ms [2020-12-23 14:32:44 main:581] : INFO : Epoch 670 | loss: 0.0312023 | val_loss: 0.0312087 | Time: 2912.19 ms [2020-12-23 14:32:47 main:581] : INFO : Epoch 671 | loss: 0.0312011 | val_loss: 0.0312072 | Time: 2923.46 ms [2020-12-23 14:32:50 main:581] : INFO : Epoch 672 | loss: 0.0311991 | val_loss: 0.0312072 | Time: 2922.26 ms [2020-12-23 14:32:53 main:581] : INFO : Epoch 673 | loss: 0.0311992 | val_loss: 0.0312116 | Time: 2943.51 ms [2020-12-23 14:32:56 main:581] : INFO : Epoch 674 | loss: 0.0312005 | val_loss: 0.0312079 | Time: 2919.98 ms [2020-12-23 14:32:59 main:581] : INFO : Epoch 675 | loss: 0.031199 | val_loss: 0.0312077 | Time: 2915.2 ms [2020-12-23 14:33:02 main:581] : INFO : Epoch 676 | loss: 0.0312008 | val_loss: 0.0312071 | Time: 2942.69 ms [2020-12-23 14:33:05 main:581] : INFO : Epoch 677 | loss: 0.031201 | val_loss: 0.0312073 | Time: 2911.15 ms [2020-12-23 14:33:08 main:581] : INFO : Epoch 678 | loss: 0.0312012 | val_loss: 0.0312083 | Time: 2923.49 ms [2020-12-23 14:33:10 main:581] : INFO : Epoch 679 | loss: 0.0312009 | val_loss: 0.0312071 | Time: 2927.72 ms [2020-12-23 14:33:13 main:581] : INFO : Epoch 680 | loss: 0.0312009 | val_loss: 0.0312065 | Time: 2926.18 ms [2020-12-23 14:33:16 main:581] : INFO : Epoch 681 | loss: 0.0311994 | val_loss: 0.0312071 | Time: 2910.46 ms [2020-12-23 14:33:19 main:581] : INFO : Epoch 682 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 2921.57 ms [2020-12-23 14:33:22 main:581] : INFO : Epoch 683 | loss: 0.0312007 | val_loss: 0.0312069 | Time: 2940.96 ms [2020-12-23 14:33:25 main:581] : INFO : Epoch 684 | loss: 0.0312012 | val_loss: 0.03121 | Time: 2928.67 ms [2020-12-23 14:33:28 main:581] : INFO : Epoch 685 | loss: 0.0312 | val_loss: 0.0312077 | Time: 2914.97 ms [2020-12-23 14:33:31 main:581] : INFO : Epoch 686 | loss: 0.0312002 | val_loss: 0.0312092 | Time: 2927.67 ms [2020-12-23 14:33:34 main:581] : INFO : Epoch 687 | loss: 0.0312009 | val_loss: 0.0312076 | Time: 2927 ms [2020-12-23 14:33:37 main:581] : INFO : Epoch 688 | loss: 0.0312012 | val_loss: 0.0312084 | Time: 2887.1 ms [2020-12-23 14:33:40 main:581] : INFO : Epoch 689 | loss: 0.0311993 | val_loss: 0.0312083 | Time: 2920.88 ms [2020-12-23 14:33:43 main:581] : INFO : Epoch 690 | loss: 0.0311997 | val_loss: 0.0312063 | Time: 2925.65 ms [2020-12-23 14:33:46 main:581] : INFO : Epoch 691 | loss: 0.0312012 | val_loss: 0.0312076 | Time: 2930.71 ms [2020-12-23 14:33:48 main:581] : INFO : Epoch 692 | loss: 0.0312021 | val_loss: 0.0312219 | Time: 2925 ms [2020-12-23 14:33:51 main:581] : INFO : Epoch 693 | loss: 0.0312065 | val_loss: 0.0312099 | Time: 2937.78 ms [2020-12-23 14:33:54 main:581] : INFO : Epoch 694 | loss: 0.0312001 | val_loss: 0.0312068 | Time: 2918.63 ms [2020-12-23 14:33:57 main:581] : INFO : Epoch 695 | loss: 0.0311986 | val_loss: 0.0312074 | Time: 2924.05 ms [2020-12-23 14:34:00 main:581] : INFO : Epoch 696 | loss: 0.0311986 | val_loss: 0.0312073 | Time: 2936.55 ms [2020-12-23 14:34:03 main:581] : INFO : Epoch 697 | loss: 0.0311988 | val_loss: 0.0312088 | Time: 2924.21 ms [2020-12-23 14:34:06 main:581] : INFO : Epoch 698 | loss: 0.0312022 | val_loss: 0.0312077 | Time: 2924.03 ms [2020-12-23 14:34:09 main:581] : INFO : Epoch 699 | loss: 0.0312007 | val_loss: 0.031211 | Time: 2924.72 ms [2020-12-23 14:34:12 main:581] : INFO : Epoch 700 | loss: 0.0312001 | val_loss: 0.0312067 | Time: 2908.64 ms [2020-12-23 14:34:15 main:581] : INFO : Epoch 701 | loss: 0.0312 | val_loss: 0.0312073 | Time: 2914.56 ms [2020-12-23 14:34:18 main:581] : INFO : Epoch 702 | loss: 0.0311992 | val_loss: 0.0312068 | Time: 2921.17 ms [2020-12-23 14:34:21 main:581] : INFO : Epoch 703 | loss: 0.031199 | val_loss: 0.0312063 | Time: 2918.21 ms [2020-12-23 14:34:24 main:581] : INFO : Epoch 704 | loss: 0.0311983 | val_loss: 0.0312059 | Time: 2919.67 ms [2020-12-23 14:34:26 main:581] : INFO : Epoch 705 | loss: 0.0311985 | val_loss: 0.0312057 | Time: 2924.06 ms [2020-12-23 14:34:29 main:581] : INFO : Epoch 706 | loss: 0.0311989 | val_loss: 0.0312072 | Time: 2907.87 ms [2020-12-23 14:34:32 main:581] : INFO : Epoch 707 | loss: 0.0311984 | val_loss: 0.0312065 | Time: 2928 ms [2020-12-23 14:34:35 main:581] : INFO : Epoch 708 | loss: 0.0311983 | val_loss: 0.0312065 | Time: 2923.65 ms [2020-12-23 14:34:38 main:581] : INFO : Epoch 709 | loss: 0.0311988 | val_loss: 0.0312063 | Time: 2923.48 ms [2020-12-23 14:34:41 main:581] : INFO : Epoch 710 | loss: 0.0311981 | val_loss: 0.0312083 | Time: 2918.15 ms [2020-12-23 14:34:44 main:581] : INFO : Epoch 711 | loss: 0.0312004 | val_loss: 0.0312086 | Time: 2915.6 ms [2020-12-23 14:34:47 main:581] : INFO : Epoch 712 | loss: 0.0312018 | val_loss: 0.031207 | Time: 2883.32 ms [2020-12-23 14:34:50 main:581] : INFO : Epoch 713 | loss: 0.0311997 | val_loss: 0.0312079 | Time: 2917.09 ms [2020-12-23 14:34:53 main:581] : INFO : Epoch 714 | loss: 0.0312002 | val_loss: 0.031206 | Time: 2941.54 ms [2020-12-23 14:34:56 main:581] : INFO : Epoch 715 | loss: 0.0311986 | val_loss: 0.031207 | Time: 2912.17 ms [2020-12-23 14:34:59 main:581] : INFO : Epoch 716 | loss: 0.0311983 | val_loss: 0.0312098 | Time: 2920.27 ms [2020-12-23 14:35:02 main:581] : INFO : Epoch 717 | loss: 0.0312116 | val_loss: 0.0312183 | Time: 2939.79 ms [2020-12-23 14:35:04 main:581] : INFO : Epoch 718 | loss: 0.0312138 | val_loss: 0.0312182 | Time: 2903.41 ms [2020-12-23 14:35:07 main:581] : INFO : Epoch 719 | loss: 0.0312123 | val_loss: 0.0312204 | Time: 2877.09 ms [2020-12-23 14:35:10 main:581] : INFO : Epoch 720 | loss: 0.0312102 | val_loss: 0.0312143 | Time: 2897.2 ms [2020-12-23 14:35:13 main:581] : INFO : Epoch 721 | loss: 0.0312096 | val_loss: 0.0312142 | Time: 2927.89 ms [2020-12-23 14:35:16 main:581] : INFO : Epoch 722 | loss: 0.0312092 | val_loss: 0.0312144 | Time: 2908.58 ms [2020-12-23 14:35:19 main:581] : INFO : Epoch 723 | loss: 0.0312087 | val_loss: 0.0312111 | Time: 2921.87 ms [2020-12-23 14:35:22 main:581] : INFO : Epoch 724 | loss: 0.0312074 | val_loss: 0.0312116 | Time: 2924 ms [2020-12-23 14:35:25 main:581] : INFO : Epoch 725 | loss: 0.0312074 | val_loss: 0.0312124 | Time: 2887.01 ms [2020-12-23 14:35:28 main:581] : INFO : Epoch 726 | loss: 0.0312071 | val_loss: 0.0312136 | Time: 2902.26 ms [2020-12-23 14:35:31 main:581] : INFO : Epoch 727 | loss: 0.0312069 | val_loss: 0.0312106 | Time: 2877.47 ms [2020-12-23 14:35:33 main:581] : INFO : Epoch 728 | loss: 0.0312056 | val_loss: 0.0312103 | Time: 2901.56 ms [2020-12-23 14:35:36 main:581] : INFO : Epoch 729 | loss: 0.031205 | val_loss: 0.0312093 | Time: 2877.81 ms [2020-12-23 14:35:39 main:581] : INFO : Epoch 730 | loss: 0.0312053 | val_loss: 0.0312096 | Time: 2914.47 ms [2020-12-23 14:35:42 main:581] : INFO : Epoch 731 | loss: 0.0312058 | val_loss: 0.0312089 | Time: 2911.6 ms [2020-12-23 14:35:45 main:581] : INFO : Epoch 732 | loss: 0.0312076 | val_loss: 0.0312095 | Time: 2926.81 ms [2020-12-23 14:35:48 main:581] : INFO : Epoch 733 | loss: 0.0312105 | val_loss: 0.0312961 | Time: 2918.72 ms [2020-12-23 14:35:51 main:581] : INFO : Epoch 734 | loss: 0.0335803 | val_loss: 0.0412213 | Time: 2944.84 ms [2020-12-23 14:35:54 main:581] : INFO : Epoch 735 | loss: 0.0333306 | val_loss: 0.0314153 | Time: 2918.61 ms [2020-12-23 14:35:57 main:581] : INFO : Epoch 736 | loss: 0.0313957 | val_loss: 0.0313071 | Time: 2906.28 ms [2020-12-23 14:36:00 main:581] : INFO : Epoch 737 | loss: 0.0312767 | val_loss: 0.0312571 | Time: 2912.57 ms [2020-12-23 14:36:03 main:581] : INFO : Epoch 738 | loss: 0.0312492 | val_loss: 0.0312472 | Time: 2920.26 ms [2020-12-23 14:36:06 main:581] : INFO : Epoch 739 | loss: 0.0312451 | val_loss: 0.0312434 | Time: 2918.62 ms [2020-12-23 14:36:08 main:581] : INFO : Epoch 740 | loss: 0.0312425 | val_loss: 0.0312416 | Time: 2911.26 ms [2020-12-23 14:36:11 main:581] : INFO : Epoch 741 | loss: 0.0312411 | val_loss: 0.0312397 | Time: 2906.87 ms [2020-12-23 14:36:14 main:581] : INFO : Epoch 742 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 2914.71 ms [2020-12-23 14:36:17 main:581] : INFO : Epoch 743 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 2913.15 ms [2020-12-23 14:36:20 main:581] : INFO : Epoch 744 | loss: 0.0312347 | val_loss: 0.0312347 | Time: 2914.26 ms [2020-12-23 14:36:23 main:581] : INFO : Epoch 745 | loss: 0.0312331 | val_loss: 0.0312322 | Time: 2946.8 ms [2020-12-23 14:36:26 main:581] : INFO : Epoch 746 | loss: 0.0312304 | val_loss: 0.0312294 | Time: 2923.82 ms [2020-12-23 14:36:29 main:581] : INFO : Epoch 747 | loss: 0.0312287 | val_loss: 0.0312262 | Time: 2898.09 ms [2020-12-23 14:36:32 main:581] : INFO : Epoch 748 | loss: 0.0312253 | val_loss: 0.0312247 | Time: 2914.22 ms [2020-12-23 14:36:35 main:581] : INFO : Epoch 749 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 2912.58 ms [2020-12-23 14:36:38 main:581] : INFO : Epoch 750 | loss: 0.0312224 | val_loss: 0.0312218 | Time: 2894.9 ms [2020-12-23 14:36:40 main:581] : INFO : Epoch 751 | loss: 0.0312211 | val_loss: 0.0312211 | Time: 2895.98 ms [2020-12-23 14:36:43 main:581] : INFO : Epoch 752 | loss: 0.0312188 | val_loss: 0.0312202 | Time: 2913.09 ms [2020-12-23 14:36:46 main:581] : INFO : Epoch 753 | loss: 0.0312179 | val_loss: 0.0312197 | Time: 2911.34 ms [2020-12-23 14:36:49 main:581] : INFO : Epoch 754 | loss: 0.0312174 | val_loss: 0.0312189 | Time: 2904.48 ms [2020-12-23 14:36:52 main:581] : INFO : Epoch 755 | loss: 0.0312169 | val_loss: 0.0312199 | Time: 2909.2 ms [2020-12-23 14:36:55 main:581] : INFO : Epoch 756 | loss: 0.0312172 | val_loss: 0.0312205 | Time: 2920.01 ms [2020-12-23 14:36:58 main:581] : INFO : Epoch 757 | loss: 0.0312168 | val_loss: 0.0312185 | Time: 2922.02 ms [2020-12-23 14:37:01 main:581] : INFO : Epoch 758 | loss: 0.0312153 | val_loss: 0.0312175 | Time: 2945.84 ms [2020-12-23 14:37:04 main:581] : INFO : Epoch 759 | loss: 0.0312152 | val_loss: 0.0312173 | Time: 2891.74 ms [2020-12-23 14:37:07 main:581] : INFO : Epoch 760 | loss: 0.0312163 | val_loss: 0.0312167 | Time: 2923.11 ms [2020-12-23 14:37:10 main:581] : INFO : Epoch 761 | loss: 0.0312148 | val_loss: 0.0312165 | Time: 2922.84 ms [2020-12-23 14:37:13 main:581] : INFO : Epoch 762 | loss: 0.0312144 | val_loss: 0.0312217 | Time: 2921.63 ms [2020-12-23 14:37:15 main:581] : INFO : Epoch 763 | loss: 0.031216 | val_loss: 0.0312194 | Time: 2919.09 ms [2020-12-23 14:37:18 main:581] : INFO : Epoch 764 | loss: 0.0312141 | val_loss: 0.0312159 | Time: 2928.02 ms [2020-12-23 14:37:21 main:581] : INFO : Epoch 765 | loss: 0.031214 | val_loss: 0.0312155 | Time: 2937.25 ms [2020-12-23 14:37:24 main:581] : INFO : Epoch 766 | loss: 0.0312144 | val_loss: 0.0312187 | Time: 2921.8 ms [2020-12-23 14:37:27 main:581] : INFO : Epoch 767 | loss: 0.0312139 | val_loss: 0.0312171 | Time: 2922.79 ms [2020-12-23 14:37:30 main:581] : INFO : Epoch 768 | loss: 0.0312144 | val_loss: 0.0312191 | Time: 2918.32 ms [2020-12-23 14:37:33 main:581] : INFO : Epoch 769 | loss: 0.0312146 | val_loss: 0.0312161 | Time: 2926.85 ms [2020-12-23 14:37:36 main:581] : INFO : Epoch 770 | loss: 0.0312126 | val_loss: 0.0312148 | Time: 2925.95 ms [2020-12-23 14:37:39 main:581] : INFO : Epoch 771 | loss: 0.0312125 | val_loss: 0.0312154 | Time: 2925.58 ms [2020-12-23 14:37:42 main:581] : INFO : Epoch 772 | loss: 0.0312123 | val_loss: 0.0312146 | Time: 2918.2 ms [2020-12-23 14:37:45 main:581] : INFO : Epoch 773 | loss: 0.0312133 | val_loss: 0.0312171 | Time: 2929.74 ms [2020-12-23 14:37:48 main:581] : INFO : Epoch 774 | loss: 0.0312122 | val_loss: 0.031215 | Time: 2908.43 ms [2020-12-23 14:37:51 main:581] : INFO : Epoch 775 | loss: 0.0312128 | val_loss: 0.0312157 | Time: 2914.63 ms [2020-12-23 14:37:53 main:581] : INFO : Epoch 776 | loss: 0.0312119 | val_loss: 0.0312153 | Time: 2918.63 ms [2020-12-23 14:37:56 main:581] : INFO : Epoch 777 | loss: 0.0312115 | val_loss: 0.0312144 | Time: 2921.88 ms [2020-12-23 14:37:59 main:581] : INFO : Epoch 778 | loss: 0.0312121 | val_loss: 0.0312175 | Time: 2919.71 ms [2020-12-23 14:38:02 main:581] : INFO : Epoch 779 | loss: 0.0312131 | val_loss: 0.0312157 | Time: 2929.14 ms [2020-12-23 14:38:05 main:581] : INFO : Epoch 780 | loss: 0.0312142 | val_loss: 0.0312161 | Time: 2919.49 ms [2020-12-23 14:38:08 main:581] : INFO : Epoch 781 | loss: 0.0312132 | val_loss: 0.0312147 | Time: 2917.79 ms [2020-12-23 14:38:11 main:581] : INFO : Epoch 782 | loss: 0.031212 | val_loss: 0.031215 | Time: 2916.72 ms [2020-12-23 14:38:14 main:581] : INFO : Epoch 783 | loss: 0.0312116 | val_loss: 0.0312143 | Time: 2921.65 ms [2020-12-23 14:38:17 main:581] : INFO : Epoch 784 | loss: 0.0312109 | val_loss: 0.0312161 | Time: 2917.53 ms [2020-12-23 14:38:20 main:581] : INFO : Epoch 785 | loss: 0.0312121 | val_loss: 0.0312131 | Time: 2912.3 ms [2020-12-23 14:38:23 main:581] : INFO : Epoch 786 | loss: 0.0312106 | val_loss: 0.0312138 | Time: 2940 ms [2020-12-23 14:38:26 main:581] : INFO : Epoch 787 | loss: 0.0312102 | val_loss: 0.0312128 | Time: 2912.32 ms [2020-12-23 14:38:29 main:581] : INFO : Epoch 788 | loss: 0.0312111 | val_loss: 0.0312128 | Time: 2924.28 ms [2020-12-23 14:38:31 main:581] : INFO : Epoch 789 | loss: 0.0312103 | val_loss: 0.0312153 | Time: 2917.21 ms [2020-12-23 14:38:34 main:581] : INFO : Epoch 790 | loss: 0.0312106 | val_loss: 0.031214 | Time: 2914.15 ms [2020-12-23 14:38:37 main:581] : INFO : Epoch 791 | loss: 0.0312098 | val_loss: 0.0312119 | Time: 2918.6 ms [2020-12-23 14:38:40 main:581] : INFO : Epoch 792 | loss: 0.0312095 | val_loss: 0.0312137 | Time: 2910.56 ms [2020-12-23 14:38:43 main:581] : INFO : Epoch 793 | loss: 0.0312096 | val_loss: 0.0312122 | Time: 2926.29 ms [2020-12-23 14:38:46 main:581] : INFO : Epoch 794 | loss: 0.0312094 | val_loss: 0.0312137 | Time: 2922.66 ms [2020-12-23 14:38:49 main:581] : INFO : Epoch 795 | loss: 0.0312109 | val_loss: 0.0312132 | Time: 2912.76 ms [2020-12-23 14:38:52 main:581] : INFO : Epoch 796 | loss: 0.0312099 | val_loss: 0.0312122 | Time: 2937.86 ms [2020-12-23 14:38:55 main:581] : INFO : Epoch 797 | loss: 0.0312105 | val_loss: 0.0312121 | Time: 2912.85 ms [2020-12-23 14:38:58 main:581] : INFO : Epoch 798 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 2910.98 ms [2020-12-23 14:39:01 main:581] : INFO : Epoch 799 | loss: 0.0312098 | val_loss: 0.0312121 | Time: 2932.46 ms [2020-12-23 14:39:04 main:581] : INFO : Epoch 800 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 2913.17 ms [2020-12-23 14:39:07 main:581] : INFO : Epoch 801 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 2923.83 ms [2020-12-23 14:39:09 main:581] : INFO : Epoch 802 | loss: 0.0312094 | val_loss: 0.0312118 | Time: 2911.95 ms [2020-12-23 14:39:12 main:581] : INFO : Epoch 803 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 2908.43 ms [2020-12-23 14:39:15 main:581] : INFO : Epoch 804 | loss: 0.0312105 | val_loss: 0.0312154 | Time: 2912.73 ms [2020-12-23 14:39:18 main:581] : INFO : Epoch 805 | loss: 0.0312115 | val_loss: 0.0312119 | Time: 2916.72 ms [2020-12-23 14:39:21 main:581] : INFO : Epoch 806 | loss: 0.03121 | val_loss: 0.0312117 | Time: 2942.38 ms [2020-12-23 14:39:24 main:581] : INFO : Epoch 807 | loss: 0.0312097 | val_loss: 0.0312122 | Time: 2917.15 ms [2020-12-23 14:39:27 main:581] : INFO : Epoch 808 | loss: 0.031211 | val_loss: 0.0312126 | Time: 2909.98 ms [2020-12-23 14:39:30 main:581] : INFO : Epoch 809 | loss: 0.0312114 | val_loss: 0.0312128 | Time: 2923.83 ms [2020-12-23 14:39:33 main:581] : INFO : Epoch 810 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 2921.9 ms [2020-12-23 14:39:36 main:581] : INFO : Epoch 811 | loss: 0.0312113 | val_loss: 0.0312131 | Time: 2920.83 ms [2020-12-23 14:39:39 main:581] : INFO : Epoch 812 | loss: 0.0312105 | val_loss: 0.0312123 | Time: 2923.67 ms [2020-12-23 14:39:42 main:581] : INFO : Epoch 813 | loss: 0.0312105 | val_loss: 0.0312122 | Time: 2911.67 ms [2020-12-23 14:39:44 main:581] : INFO : Epoch 814 | loss: 0.031211 | val_loss: 0.0312138 | Time: 2921.2 ms [2020-12-23 14:39:47 main:581] : INFO : Epoch 815 | loss: 0.0312117 | val_loss: 0.0312127 | Time: 2916.04 ms [2020-12-23 14:39:50 main:581] : INFO : Epoch 816 | loss: 0.0312125 | val_loss: 0.0312143 | Time: 2916.55 ms [2020-12-23 14:39:53 main:581] : INFO : Epoch 817 | loss: 0.0312112 | val_loss: 0.0312126 | Time: 2932.91 ms [2020-12-23 14:39:56 main:581] : INFO : Epoch 818 | loss: 0.0312098 | val_loss: 0.0312122 | Time: 2897.14 ms [2020-12-23 14:39:59 main:581] : INFO : Epoch 819 | loss: 0.0312102 | val_loss: 0.031214 | Time: 2926.96 ms [2020-12-23 14:40:02 main:581] : INFO : Epoch 820 | loss: 0.0312095 | val_loss: 0.031212 | Time: 2929.65 ms [2020-12-23 14:40:05 main:581] : INFO : Epoch 821 | loss: 0.0312096 | val_loss: 0.0312124 | Time: 2912.75 ms [2020-12-23 14:40:08 main:581] : INFO : Epoch 822 | loss: 0.0312114 | val_loss: 0.031215 | Time: 2923.27 ms [2020-12-23 14:40:11 main:581] : INFO : Epoch 823 | loss: 0.0312115 | val_loss: 0.0312124 | Time: 2919.49 ms [2020-12-23 14:40:14 main:581] : INFO : Epoch 824 | loss: 0.0312114 | val_loss: 0.0312135 | Time: 2918.98 ms [2020-12-23 14:40:17 main:581] : INFO : Epoch 825 | loss: 0.0312111 | val_loss: 0.0312128 | Time: 2904.79 ms [2020-12-23 14:40:19 main:581] : INFO : Epoch 826 | loss: 0.031214 | val_loss: 0.0312213 | Time: 2916.89 ms [2020-12-23 14:40:22 main:581] : INFO : Epoch 827 | loss: 0.0312127 | val_loss: 0.0312119 | Time: 2936.53 ms [2020-12-23 14:40:25 main:581] : INFO : Epoch 828 | loss: 0.0312115 | val_loss: 0.0312134 | Time: 2892.53 ms [2020-12-23 14:40:28 main:581] : INFO : Epoch 829 | loss: 0.0312108 | val_loss: 0.0312116 | Time: 2888.82 ms [2020-12-23 14:40:31 main:581] : INFO : Epoch 830 | loss: 0.0312103 | val_loss: 0.0312143 | Time: 2920.95 ms [2020-12-23 14:40:34 main:581] : INFO : Epoch 831 | loss: 0.0312095 | val_loss: 0.0312109 | Time: 2908.28 ms [2020-12-23 14:40:37 main:581] : INFO : Epoch 832 | loss: 0.0312091 | val_loss: 0.0312104 | Time: 2911.16 ms [2020-12-23 14:40:40 main:581] : INFO : Epoch 833 | loss: 0.031209 | val_loss: 0.0312108 | Time: 2913.99 ms [2020-12-23 14:40:43 main:581] : INFO : Epoch 834 | loss: 0.0312085 | val_loss: 0.0312135 | Time: 2922.69 ms [2020-12-23 14:40:46 main:581] : INFO : Epoch 835 | loss: 0.0312094 | val_loss: 0.0312113 | Time: 2915.05 ms [2020-12-23 14:40:49 main:581] : INFO : Epoch 836 | loss: 0.0312092 | val_loss: 0.0312107 | Time: 2916.58 ms [2020-12-23 14:40:52 main:581] : INFO : Epoch 837 | loss: 0.0312093 | val_loss: 0.0312119 | Time: 2940.92 ms [2020-12-23 14:40:54 main:581] : INFO : Epoch 838 | loss: 0.0312097 | val_loss: 0.0312116 | Time: 2924.83 ms [2020-12-23 14:40:57 main:581] : INFO : Epoch 839 | loss: 0.0312096 | val_loss: 0.0312108 | Time: 2901.59 ms [2020-12-23 14:41:00 main:581] : INFO : Epoch 840 | loss: 0.0312084 | val_loss: 0.0312128 | Time: 2930.04 ms [2020-12-23 14:41:03 main:581] : INFO : Epoch 841 | loss: 0.0312086 | val_loss: 0.0312101 | Time: 2913.89 ms [2020-12-23 14:41:06 main:581] : INFO : Epoch 842 | loss: 0.0312084 | val_loss: 0.0312101 | Time: 2912.85 ms [2020-12-23 14:41:09 main:581] : INFO : Epoch 843 | loss: 0.0312088 | val_loss: 0.0312125 | Time: 2914.5 ms [2020-12-23 14:41:12 main:581] : INFO : Epoch 844 | loss: 0.0312091 | val_loss: 0.0312108 | Time: 2907.37 ms [2020-12-23 14:41:15 main:581] : INFO : Epoch 845 | loss: 0.031209 | val_loss: 0.0312118 | Time: 2902.32 ms [2020-12-23 14:41:18 main:581] : INFO : Epoch 846 | loss: 0.0312083 | val_loss: 0.0312157 | Time: 2903.28 ms [2020-12-23 14:41:21 main:581] : INFO : Epoch 847 | loss: 0.0312102 | val_loss: 0.0312203 | Time: 2923.77 ms [2020-12-23 14:41:24 main:581] : INFO : Epoch 848 | loss: 0.031211 | val_loss: 0.0312112 | Time: 2908.92 ms [2020-12-23 14:41:27 main:581] : INFO : Epoch 849 | loss: 0.0312076 | val_loss: 0.0312111 | Time: 2908.29 ms [2020-12-23 14:41:29 main:581] : INFO : Epoch 850 | loss: 0.0312102 | val_loss: 0.0312103 | Time: 2911.32 ms [2020-12-23 14:41:32 main:581] : INFO : Epoch 851 | loss: 0.0312086 | val_loss: 0.0312102 | Time: 2913.97 ms [2020-12-23 14:41:35 main:581] : INFO : Epoch 852 | loss: 0.0312085 | val_loss: 0.0312097 | Time: 2902.96 ms [2020-12-23 14:41:38 main:581] : INFO : Epoch 853 | loss: 0.0312084 | val_loss: 0.0312096 | Time: 2908.5 ms [2020-12-23 14:41:41 main:581] : INFO : Epoch 854 | loss: 0.0312072 | val_loss: 0.0312095 | Time: 2915.93 ms [2020-12-23 14:41:44 main:581] : INFO : Epoch 855 | loss: 0.0312073 | val_loss: 0.0312089 | Time: 2909.15 ms [2020-12-23 14:41:47 main:581] : INFO : Epoch 856 | loss: 0.0312078 | val_loss: 0.0312098 | Time: 2911.92 ms [2020-12-23 14:41:50 main:581] : INFO : Epoch 857 | loss: 0.0312094 | val_loss: 0.031209 | Time: 2919.32 ms [2020-12-23 14:41:53 main:581] : INFO : Epoch 858 | loss: 0.0312089 | val_loss: 0.0312108 | Time: 2938.48 ms [2020-12-23 14:41:56 main:581] : INFO : Epoch 859 | loss: 0.0312102 | val_loss: 0.0312108 | Time: 2893.37 ms [2020-12-23 14:41:59 main:581] : INFO : Epoch 860 | loss: 0.0312092 | val_loss: 0.0312098 | Time: 2903.22 ms [2020-12-23 14:42:01 main:581] : INFO : Epoch 861 | loss: 0.031209 | val_loss: 0.0312118 | Time: 2904.99 ms [2020-12-23 14:42:04 main:581] : INFO : Epoch 862 | loss: 0.0312075 | val_loss: 0.0312082 | Time: 2908.91 ms [2020-12-23 14:42:07 main:581] : INFO : Epoch 863 | loss: 0.0312073 | val_loss: 0.0312095 | Time: 2907.98 ms [2020-12-23 14:42:10 main:581] : INFO : Epoch 864 | loss: 0.0312082 | val_loss: 0.0312116 | Time: 2910.2 ms [2020-12-23 14:42:13 main:581] : INFO : Epoch 865 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 2904.69 ms [2020-12-23 14:42:16 main:581] : INFO : Epoch 866 | loss: 0.0312096 | val_loss: 0.0312108 | Time: 2907.66 ms [2020-12-23 14:42:19 main:581] : INFO : Epoch 867 | loss: 0.0312083 | val_loss: 0.03121 | Time: 2907.37 ms [2020-12-23 14:42:22 main:581] : INFO : Epoch 868 | loss: 0.031208 | val_loss: 0.0312093 | Time: 2929.33 ms [2020-12-23 14:42:25 main:581] : INFO : Epoch 869 | loss: 0.0312084 | val_loss: 0.0312107 | Time: 2918.55 ms [2020-12-23 14:42:28 main:581] : INFO : Epoch 870 | loss: 0.0312082 | val_loss: 0.0312101 | Time: 2908.65 ms [2020-12-23 14:42:31 main:581] : INFO : Epoch 871 | loss: 0.0312076 | val_loss: 0.0312105 | Time: 2909.95 ms [2020-12-23 14:42:33 main:581] : INFO : Epoch 872 | loss: 0.0312084 | val_loss: 0.0312089 | Time: 2911.39 ms [2020-12-23 14:42:36 main:581] : INFO : Epoch 873 | loss: 0.0312086 | val_loss: 0.0312105 | Time: 2902.86 ms [2020-12-23 14:42:39 main:581] : INFO : Epoch 874 | loss: 0.0312084 | val_loss: 0.031212 | Time: 2910.61 ms [2020-12-23 14:42:42 main:581] : INFO : Epoch 875 | loss: 0.0312093 | val_loss: 0.0312098 | Time: 2904.78 ms [2020-12-23 14:42:45 main:581] : INFO : Epoch 876 | loss: 0.0312094 | val_loss: 0.0312121 | Time: 2903.41 ms [2020-12-23 14:42:48 main:581] : INFO : Epoch 877 | loss: 0.031209 | val_loss: 0.0312105 | Time: 2876.48 ms [2020-12-23 14:42:51 main:581] : INFO : Epoch 878 | loss: 0.0312079 | val_loss: 0.0312093 | Time: 2919.35 ms [2020-12-23 14:42:54 main:581] : INFO : Epoch 879 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 2913.15 ms [2020-12-23 14:42:57 main:581] : INFO : Epoch 880 | loss: 0.0312072 | val_loss: 0.0312091 | Time: 2901.77 ms [2020-12-23 14:43:00 main:581] : INFO : Epoch 881 | loss: 0.0312073 | val_loss: 0.0312084 | Time: 2910.73 ms [2020-12-23 14:43:03 main:581] : INFO : Epoch 882 | loss: 0.0312078 | val_loss: 0.0312153 | Time: 2913.4 ms [2020-12-23 14:43:05 main:581] : INFO : Epoch 883 | loss: 0.031219 | val_loss: 0.0312223 | Time: 2899.08 ms [2020-12-23 14:43:08 main:581] : INFO : Epoch 884 | loss: 0.0312195 | val_loss: 0.0312194 | Time: 2902.26 ms [2020-12-23 14:43:11 main:581] : INFO : Epoch 885 | loss: 0.0312177 | val_loss: 0.0312179 | Time: 2899.08 ms [2020-12-23 14:43:14 main:581] : INFO : Epoch 886 | loss: 0.0312167 | val_loss: 0.0312175 | Time: 2909.97 ms [2020-12-23 14:43:17 main:581] : INFO : Epoch 887 | loss: 0.0312171 | val_loss: 0.0312189 | Time: 2905.17 ms [2020-12-23 14:43:20 main:581] : INFO : Epoch 888 | loss: 0.0312174 | val_loss: 0.0312203 | Time: 2883.29 ms [2020-12-23 14:43:23 main:581] : INFO : Epoch 889 | loss: 0.0312161 | val_loss: 0.0312163 | Time: 2921.59 ms [2020-12-23 14:43:26 main:581] : INFO : Epoch 890 | loss: 0.0312149 | val_loss: 0.0312164 | Time: 2909.04 ms [2020-12-23 14:43:29 main:581] : INFO : Epoch 891 | loss: 0.0312138 | val_loss: 0.0312162 | Time: 2883.61 ms [2020-12-23 14:43:32 main:581] : INFO : Epoch 892 | loss: 0.0312136 | val_loss: 0.0312161 | Time: 2879.74 ms [2020-12-23 14:43:34 main:581] : INFO : Epoch 893 | loss: 0.0312142 | val_loss: 0.0312176 | Time: 2911.04 ms [2020-12-23 14:43:37 main:581] : INFO : Epoch 894 | loss: 0.0312138 | val_loss: 0.0312164 | Time: 2914.09 ms [2020-12-23 14:43:40 main:581] : INFO : Epoch 895 | loss: 0.0312138 | val_loss: 0.0312172 | Time: 2914.45 ms [2020-12-23 14:43:43 main:581] : INFO : Epoch 896 | loss: 0.0312131 | val_loss: 0.0312153 | Time: 2911.81 ms [2020-12-23 14:43:46 main:581] : INFO : Epoch 897 | loss: 0.0312124 | val_loss: 0.0312151 | Time: 2913.98 ms [2020-12-23 14:43:49 main:581] : INFO : Epoch 898 | loss: 0.031213 | val_loss: 0.0312147 | Time: 2904.27 ms [2020-12-23 14:43:52 main:581] : INFO : Epoch 899 | loss: 0.0312138 | val_loss: 0.031215 | Time: 2929.91 ms [2020-12-23 14:43:55 main:581] : INFO : Epoch 900 | loss: 0.031214 | val_loss: 0.0312169 | Time: 2914.39 ms [2020-12-23 14:43:58 main:581] : INFO : Epoch 901 | loss: 0.0312128 | val_loss: 0.0312143 | Time: 2912.48 ms [2020-12-23 14:44:01 main:581] : INFO : Epoch 902 | loss: 0.0312122 | val_loss: 0.0312141 | Time: 2899.98 ms [2020-12-23 14:44:04 main:581] : INFO : Epoch 903 | loss: 0.0312126 | val_loss: 0.0312166 | Time: 2910.4 ms [2020-12-23 14:44:06 main:581] : INFO : Epoch 904 | loss: 0.0312125 | val_loss: 0.0312168 | Time: 2910.5 ms [2020-12-23 14:44:09 main:581] : INFO : Epoch 905 | loss: 0.0312129 | val_loss: 0.031214 | Time: 2905.45 ms [2020-12-23 14:44:12 main:581] : INFO : Epoch 906 | loss: 0.0312124 | val_loss: 0.0312137 | Time: 2902.67 ms [2020-12-23 14:44:15 main:581] : INFO : Epoch 907 | loss: 0.0312122 | val_loss: 0.0312142 | Time: 2911.44 ms [2020-12-23 14:44:18 main:581] : INFO : Epoch 908 | loss: 0.0312126 | val_loss: 0.031214 | Time: 2901.58 ms [2020-12-23 14:44:21 main:581] : INFO : Epoch 909 | loss: 0.0312121 | val_loss: 0.0312138 | Time: 2934.59 ms [2020-12-23 14:44:24 main:581] : INFO : Epoch 910 | loss: 0.0312113 | val_loss: 0.0312133 | Time: 2903.45 ms [2020-12-23 14:44:27 main:581] : INFO : Epoch 911 | loss: 0.0312111 | val_loss: 0.0312134 | Time: 2907.01 ms [2020-12-23 14:44:30 main:581] : INFO : Epoch 912 | loss: 0.0312115 | val_loss: 0.0312139 | Time: 2898.16 ms [2020-12-23 14:44:33 main:581] : INFO : Epoch 913 | loss: 0.0312119 | val_loss: 0.0312135 | Time: 2901.35 ms [2020-12-23 14:44:36 main:581] : INFO : Epoch 914 | loss: 0.0312112 | val_loss: 0.0312139 | Time: 2909.4 ms [2020-12-23 14:44:38 main:581] : INFO : Epoch 915 | loss: 0.0312112 | val_loss: 0.0312134 | Time: 2904.99 ms [2020-12-23 14:44:41 main:581] : INFO : Epoch 916 | loss: 0.0312116 | val_loss: 0.0312137 | Time: 2914.62 ms [2020-12-23 14:44:44 main:581] : INFO : Epoch 917 | loss: 0.0312119 | val_loss: 0.031214 | Time: 2914.95 ms [2020-12-23 14:44:47 main:581] : INFO : Epoch 918 | loss: 0.0312115 | val_loss: 0.0312155 | Time: 2905.73 ms [2020-12-23 14:44:50 main:581] : INFO : Epoch 919 | loss: 0.031212 | val_loss: 0.0312147 | Time: 2914.03 ms [2020-12-23 14:44:53 main:581] : INFO : Epoch 920 | loss: 0.0312118 | val_loss: 0.031214 | Time: 2933.18 ms [2020-12-23 14:44:56 main:581] : INFO : Epoch 921 | loss: 0.0312119 | val_loss: 0.0312143 | Time: 2906.58 ms [2020-12-23 14:44:59 main:581] : INFO : Epoch 922 | loss: 0.0312123 | val_loss: 0.0312139 | Time: 2905.79 ms [2020-12-23 14:45:02 main:581] : INFO : Epoch 923 | loss: 0.031211 | val_loss: 0.0312128 | Time: 2936.33 ms [2020-12-23 14:45:05 main:581] : INFO : Epoch 924 | loss: 0.0312116 | val_loss: 0.0312148 | Time: 2883.48 ms [2020-12-23 14:45:08 main:581] : INFO : Epoch 925 | loss: 0.0312103 | val_loss: 0.0312132 | Time: 2911.6 ms [2020-12-23 14:45:11 main:581] : INFO : Epoch 926 | loss: 0.0312107 | val_loss: 0.0312127 | Time: 2908.25 ms [2020-12-23 14:45:13 main:581] : INFO : Epoch 927 | loss: 0.0312108 | val_loss: 0.0312132 | Time: 2898.33 ms [2020-12-23 14:45:16 main:581] : INFO : Epoch 928 | loss: 0.0312121 | val_loss: 0.0312156 | Time: 2886.06 ms [2020-12-23 14:45:19 main:581] : INFO : Epoch 929 | loss: 0.0312118 | val_loss: 0.0312134 | Time: 2899.64 ms [2020-12-23 14:45:22 main:581] : INFO : Epoch 930 | loss: 0.0312105 | val_loss: 0.031214 | Time: 2931.11 ms [2020-12-23 14:45:25 main:581] : INFO : Epoch 931 | loss: 0.0312109 | val_loss: 0.0312137 | Time: 2911.16 ms [2020-12-23 14:45:28 main:581] : INFO : Epoch 932 | loss: 0.0312105 | val_loss: 0.0312156 | Time: 2902.18 ms [2020-12-23 14:45:31 main:581] : INFO : Epoch 933 | loss: 0.0312113 | val_loss: 0.0312175 | Time: 2895.59 ms [2020-12-23 14:45:34 main:581] : INFO : Epoch 934 | loss: 0.0312141 | val_loss: 0.0312192 | Time: 2908.7 ms [2020-12-23 14:45:37 main:581] : INFO : Epoch 935 | loss: 0.0312129 | val_loss: 0.031214 | Time: 2892.92 ms [2020-12-23 14:45:40 main:581] : INFO : Epoch 936 | loss: 0.0312125 | val_loss: 0.0312135 | Time: 2856.18 ms [2020-12-23 14:45:42 main:581] : INFO : Epoch 937 | loss: 0.0312126 | val_loss: 0.0312158 | Time: 2912.5 ms [2020-12-23 14:45:45 main:581] : INFO : Epoch 938 | loss: 0.031213 | val_loss: 0.0312131 | Time: 2911.73 ms [2020-12-23 14:45:48 main:581] : INFO : Epoch 939 | loss: 0.0312118 | val_loss: 0.0312158 | Time: 2905.67 ms [2020-12-23 14:45:51 main:581] : INFO : Epoch 940 | loss: 0.0312112 | val_loss: 0.0312131 | Time: 2923.04 ms [2020-12-23 14:45:54 main:581] : INFO : Epoch 941 | loss: 0.0312108 | val_loss: 0.0312134 | Time: 2905.43 ms [2020-12-23 14:45:57 main:581] : INFO : Epoch 942 | loss: 0.0312103 | val_loss: 0.0312129 | Time: 2905.51 ms [2020-12-23 14:46:00 main:581] : INFO : Epoch 943 | loss: 0.0312103 | val_loss: 0.0312138 | Time: 2926.94 ms [2020-12-23 14:46:03 main:581] : INFO : Epoch 944 | loss: 0.0312114 | val_loss: 0.0312153 | Time: 2903.05 ms [2020-12-23 14:46:06 main:581] : INFO : Epoch 945 | loss: 0.0312121 | val_loss: 0.0312196 | Time: 2911.6 ms [2020-12-23 14:46:09 main:581] : INFO : Epoch 946 | loss: 0.0312112 | val_loss: 0.0312132 | Time: 2909.62 ms [2020-12-23 14:46:12 main:581] : INFO : Epoch 947 | loss: 0.0312096 | val_loss: 0.0312136 | Time: 2906.06 ms [2020-12-23 14:46:14 main:581] : INFO : Epoch 948 | loss: 0.0312122 | val_loss: 0.0312135 | Time: 2900.06 ms [2020-12-23 14:46:17 main:581] : INFO : Epoch 949 | loss: 0.031211 | val_loss: 0.0312146 | Time: 2909.3 ms [2020-12-23 14:46:20 main:581] : INFO : Epoch 950 | loss: 0.03121 | val_loss: 0.0312136 | Time: 2902.82 ms [2020-12-23 14:46:23 main:581] : INFO : Epoch 951 | loss: 0.0312101 | val_loss: 0.0312147 | Time: 2925.25 ms [2020-12-23 14:46:26 main:581] : INFO : Epoch 952 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 2899.88 ms [2020-12-23 14:46:29 main:581] : INFO : Epoch 953 | loss: 0.0312107 | val_loss: 0.0312134 | Time: 2884.98 ms [2020-12-23 14:46:32 main:581] : INFO : Epoch 954 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 2906.32 ms [2020-12-23 14:46:35 main:581] : INFO : Epoch 955 | loss: 0.0312102 | val_loss: 0.031213 | Time: 2907.88 ms [2020-12-23 14:46:38 main:581] : INFO : Epoch 956 | loss: 0.0312094 | val_loss: 0.0312125 | Time: 2902.54 ms [2020-12-23 14:46:41 main:581] : INFO : Epoch 957 | loss: 0.031211 | val_loss: 0.0312127 | Time: 2915 ms [2020-12-23 14:46:43 main:581] : INFO : Epoch 958 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 2902.57 ms [2020-12-23 14:46:46 main:581] : INFO : Epoch 959 | loss: 0.0312098 | val_loss: 0.0312123 | Time: 2916.56 ms [2020-12-23 14:46:49 main:581] : INFO : Epoch 960 | loss: 0.0312093 | val_loss: 0.0312162 | Time: 2908.72 ms [2020-12-23 14:46:52 main:581] : INFO : Epoch 961 | loss: 0.0312112 | val_loss: 0.031219 | Time: 2919.38 ms [2020-12-23 14:46:55 main:581] : INFO : Epoch 962 | loss: 0.0312112 | val_loss: 0.0312135 | Time: 2907.05 ms [2020-12-23 14:46:58 main:581] : INFO : Epoch 963 | loss: 0.0312098 | val_loss: 0.0312148 | Time: 2887.9 ms [2020-12-23 14:47:01 main:581] : INFO : Epoch 964 | loss: 0.0312099 | val_loss: 0.0312128 | Time: 2902.12 ms [2020-12-23 14:47:04 main:581] : INFO : Epoch 965 | loss: 0.0312094 | val_loss: 0.0312125 | Time: 2885.1 ms [2020-12-23 14:47:07 main:581] : INFO : Epoch 966 | loss: 0.0312093 | val_loss: 0.031212 | Time: 2902.03 ms [2020-12-23 14:47:10 main:581] : INFO : Epoch 967 | loss: 0.0312092 | val_loss: 0.0312145 | Time: 2903.03 ms [2020-12-23 14:47:13 main:581] : INFO : Epoch 968 | loss: 0.0312102 | val_loss: 0.031213 | Time: 2912.38 ms [2020-12-23 14:47:15 main:581] : INFO : Epoch 969 | loss: 0.0312089 | val_loss: 0.0312121 | Time: 2911.84 ms [2020-12-23 14:47:18 main:581] : INFO : Epoch 970 | loss: 0.0312094 | val_loss: 0.0312121 | Time: 2903.92 ms [2020-12-23 14:47:21 main:581] : INFO : Epoch 971 | loss: 0.0312096 | val_loss: 0.0312148 | Time: 2898.79 ms [2020-12-23 14:47:24 main:581] : INFO : Epoch 972 | loss: 0.0312114 | val_loss: 0.031217 | Time: 2900.49 ms [2020-12-23 14:47:27 main:581] : INFO : Epoch 973 | loss: 0.0312146 | val_loss: 0.0312217 | Time: 2903.79 ms [2020-12-23 14:47:30 main:581] : INFO : Epoch 974 | loss: 0.0312151 | val_loss: 0.0312227 | Time: 2899.58 ms [2020-12-23 14:47:33 main:581] : INFO : Epoch 975 | loss: 0.0312161 | val_loss: 0.0312151 | Time: 2902.06 ms [2020-12-23 14:47:36 main:581] : INFO : Epoch 976 | loss: 0.0312133 | val_loss: 0.0312144 | Time: 2894.09 ms [2020-12-23 14:47:39 main:581] : INFO : Epoch 977 | loss: 0.0312107 | val_loss: 0.0312136 | Time: 2892.46 ms [2020-12-23 14:47:42 main:581] : INFO : Epoch 978 | loss: 0.0312107 | val_loss: 0.0312135 | Time: 2895.43 ms [2020-12-23 14:47:44 main:581] : INFO : Epoch 979 | loss: 0.0312118 | val_loss: 0.0312176 | Time: 2907.74 ms [2020-12-23 14:47:47 main:581] : INFO : Epoch 980 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 2906.36 ms [2020-12-23 14:47:50 main:581] : INFO : Epoch 981 | loss: 0.0312119 | val_loss: 0.0312147 | Time: 2903.29 ms [2020-12-23 14:47:53 main:581] : INFO : Epoch 982 | loss: 0.0312124 | val_loss: 0.0312148 | Time: 2920.47 ms [2020-12-23 14:47:56 main:581] : INFO : Epoch 983 | loss: 0.0312138 | val_loss: 0.0312154 | Time: 2886.12 ms [2020-12-23 14:47:59 main:581] : INFO : Epoch 984 | loss: 0.0312126 | val_loss: 0.0312168 | Time: 2899.15 ms [2020-12-23 14:48:02 main:581] : INFO : Epoch 985 | loss: 0.0312103 | val_loss: 0.0312158 | Time: 2928.98 ms [2020-12-23 14:48:05 main:581] : INFO : Epoch 986 | loss: 0.0312098 | val_loss: 0.0312131 | Time: 2913.86 ms [2020-12-23 14:48:08 main:581] : INFO : Epoch 987 | loss: 0.0312089 | val_loss: 0.0312161 | Time: 2912.07 ms [2020-12-23 14:48:11 main:581] : INFO : Epoch 988 | loss: 0.0312102 | val_loss: 0.0312126 | Time: 2904.36 ms [2020-12-23 14:48:14 main:581] : INFO : Epoch 989 | loss: 0.031209 | val_loss: 0.0312165 | Time: 2906.15 ms [2020-12-23 14:48:16 main:581] : INFO : Epoch 990 | loss: 0.0312104 | val_loss: 0.0312156 | Time: 2906.53 ms [2020-12-23 14:48:19 main:581] : INFO : Epoch 991 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 2901.9 ms [2020-12-23 14:48:22 main:581] : INFO : Epoch 992 | loss: 0.0312091 | val_loss: 0.0312123 | Time: 2931.33 ms [2020-12-23 14:48:25 main:581] : INFO : Epoch 993 | loss: 0.0312099 | val_loss: 0.0312153 | Time: 2903.56 ms [2020-12-23 14:48:28 main:581] : INFO : Epoch 994 | loss: 0.0312107 | val_loss: 0.0312138 | Time: 2910.63 ms [2020-12-23 14:48:31 main:581] : INFO : Epoch 995 | loss: 0.0312093 | val_loss: 0.0312181 | Time: 2914.4 ms [2020-12-23 14:48:34 main:581] : INFO : Epoch 996 | loss: 0.0312099 | val_loss: 0.0312141 | Time: 2910.28 ms [2020-12-23 14:48:37 main:581] : INFO : Epoch 997 | loss: 0.0312096 | val_loss: 0.0312137 | Time: 2902.1 ms [2020-12-23 14:48:40 main:581] : INFO : Epoch 998 | loss: 0.0312096 | val_loss: 0.0312122 | Time: 2907.83 ms [2020-12-23 14:48:43 main:581] : INFO : Epoch 999 | loss: 0.0312086 | val_loss: 0.0312134 | Time: 2910.02 ms [2020-12-23 14:48:46 main:581] : INFO : Epoch 1000 | loss: 0.0312083 | val_loss: 0.0312143 | Time: 2911.11 ms [2020-12-23 14:48:48 main:581] : INFO : Epoch 1001 | loss: 0.0312086 | val_loss: 0.0312126 | Time: 2919.87 ms [2020-12-23 14:48:51 main:581] : INFO : Epoch 1002 | loss: 0.0312087 | val_loss: 0.031212 | Time: 2929.9 ms [2020-12-23 14:48:54 main:581] : INFO : Epoch 1003 | loss: 0.0312098 | val_loss: 0.0312171 | Time: 2889.73 ms [2020-12-23 14:48:57 main:581] : INFO : Epoch 1004 | loss: 0.0312095 | val_loss: 0.0312138 | Time: 2900.12 ms [2020-12-23 14:49:00 main:581] : INFO : Epoch 1005 | loss: 0.0312082 | val_loss: 0.0312142 | Time: 2916.25 ms [2020-12-23 14:49:03 main:581] : INFO : Epoch 1006 | loss: 0.0312105 | val_loss: 0.0312134 | Time: 2906.55 ms [2020-12-23 14:49:06 main:581] : INFO : Epoch 1007 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 2908.21 ms [2020-12-23 14:49:09 main:581] : INFO : Epoch 1008 | loss: 0.0312085 | val_loss: 0.0312117 | Time: 2896.91 ms [2020-12-23 14:49:12 main:581] : INFO : Epoch 1009 | loss: 0.0312079 | val_loss: 0.0312148 | Time: 2907.98 ms [2020-12-23 14:49:15 main:581] : INFO : Epoch 1010 | loss: 0.0312099 | val_loss: 0.0312176 | Time: 2901.55 ms [2020-12-23 14:49:18 main:581] : INFO : Epoch 1011 | loss: 0.0312104 | val_loss: 0.0312117 | Time: 2911.15 ms [2020-12-23 14:49:20 main:581] : INFO : Epoch 1012 | loss: 0.0312102 | val_loss: 0.0312138 | Time: 2900.16 ms [2020-12-23 14:49:23 main:581] : INFO : Epoch 1013 | loss: 0.0312094 | val_loss: 0.0312116 | Time: 2907.03 ms [2020-12-23 14:49:26 main:581] : INFO : Epoch 1014 | loss: 0.0312114 | val_loss: 0.0312133 | Time: 2906.62 ms [2020-12-23 14:49:29 main:581] : INFO : Epoch 1015 | loss: 0.0312102 | val_loss: 0.0312133 | Time: 2901.31 ms [2020-12-23 14:49:32 main:581] : INFO : Epoch 1016 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 2905.95 ms [2020-12-23 14:49:35 main:581] : INFO : Epoch 1017 | loss: 0.031209 | val_loss: 0.0312112 | Time: 2901.18 ms [2020-12-23 14:49:38 main:581] : INFO : Epoch 1018 | loss: 0.0312084 | val_loss: 0.0312108 | Time: 2909.81 ms [2020-12-23 14:49:41 main:581] : INFO : Epoch 1019 | loss: 0.0312083 | val_loss: 0.0312114 | Time: 2907.53 ms [2020-12-23 14:49:44 main:581] : INFO : Epoch 1020 | loss: 0.0312083 | val_loss: 0.0312113 | Time: 2904.01 ms [2020-12-23 14:49:47 main:581] : INFO : Epoch 1021 | loss: 0.0312075 | val_loss: 0.0312119 | Time: 2902.91 ms [2020-12-23 14:49:50 main:581] : INFO : Epoch 1022 | loss: 0.0312083 | val_loss: 0.0312114 | Time: 2902.42 ms [2020-12-23 14:49:52 main:581] : INFO : Epoch 1023 | loss: 0.0312083 | val_loss: 0.0312115 | Time: 2922.4 ms [2020-12-23 14:49:55 main:581] : INFO : Epoch 1024 | loss: 0.031208 | val_loss: 0.0312122 | Time: 2905.83 ms [2020-12-23 14:49:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312122 [2020-12-23 14:49:55 main:610] : INFO : Saving end state to config to file [2020-12-23 14:49:55 main:615] : INFO : Success, exiting.. 14:49:55 (2508836): 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)