Task 3167868
| Name | EightBitModified-1606530244-25628-2_0 |
| Workunit | 1466004 |
| Created | 3 Dec 2020, 14:18:54 UTC |
| Sent | 5 Dec 2020, 20:13:58 UTC |
| Report deadline | 12 Dec 2020, 20:13:58 UTC |
| Received | 5 Dec 2020, 22:02:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 53 min 46 sec |
| CPU time | 53 min 42 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 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 | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.000305918 | val_loss: 0.000252119 | Time: 3146.62 ms
[2020-12-05 21:41:54 main:581] : INFO : Epoch 527 | loss: 0.000197757 | val_loss: 0.000193333 | Time: 3123.99 ms
[2020-12-05 21:41:57 main:581] : INFO : Epoch 528 | loss: 0.000174739 | val_loss: 0.000185647 | Time: 3120.62 ms
[2020-12-05 21:42:01 main:581] : INFO : Epoch 529 | loss: 0.000164728 | val_loss: 0.00019273 | Time: 3140.06 ms
[2020-12-05 21:42:04 main:581] : INFO : Epoch 530 | loss: 0.000231366 | val_loss: 0.000224186 | Time: 3131.64 ms
[2020-12-05 21:42:07 main:581] : INFO : Epoch 531 | loss: 0.000185834 | val_loss: 0.000189925 | Time: 3167.79 ms
[2020-12-05 21:42:10 main:581] : INFO : Epoch 532 | loss: 0.000168688 | val_loss: 0.000184619 | Time: 3187.66 ms
[2020-12-05 21:42:13 main:581] : INFO : Epoch 533 | loss: 0.000296597 | val_loss: 0.000323978 | Time: 3122.28 ms
[2020-12-05 21:42:16 main:581] : INFO : Epoch 534 | loss: 0.000224075 | val_loss: 0.000207511 | Time: 3124.45 ms
[2020-12-05 21:42:19 main:581] : INFO : Epoch 535 | loss: 0.000176847 | val_loss: 0.000184198 | Time: 3118.11 ms
[2020-12-05 21:42:23 main:581] : INFO : Epoch 536 | loss: 0.000165179 | val_loss: 0.000179584 | Time: 3161.75 ms
[2020-12-05 21:42:26 main:581] : INFO : Epoch 537 | loss: 0.000175826 | val_loss: 0.000297848 | Time: 3139.12 ms
[2020-12-05 21:42:29 main:581] : INFO : Epoch 538 | loss: 0.00025698 | val_loss: 0.000214715 | Time: 3177.69 ms
[2020-12-05 21:42:32 main:581] : INFO : Epoch 539 | loss: 0.000198362 | val_loss: 0.000206871 | Time: 3154.11 ms
[2020-12-05 21:42:35 main:581] : INFO : Epoch 540 | loss: 0.00017417 | val_loss: 0.000185966 | Time: 3128.19 ms
[2020-12-05 21:42:38 main:581] : INFO : Epoch 541 | loss: 0.000232417 | val_loss: 0.000232205 | Time: 3112.83 ms
[2020-12-05 21:42:41 main:581] : INFO : Epoch 542 | loss: 0.000189109 | val_loss: 0.000188464 | Time: 3152.87 ms
[2020-12-05 21:42:45 main:581] : INFO : Epoch 543 | loss: 0.000164792 | val_loss: 0.000180905 | Time: 3164.69 ms
[2020-12-05 21:42:48 main:581] : INFO : Epoch 544 | loss: 0.000184589 | val_loss: 0.000403807 | Time: 3149.53 ms
[2020-12-05 21:42:51 main:581] : INFO : Epoch 545 | loss: 0.000299676 | val_loss: 0.000219809 | Time: 3156.39 ms
[2020-12-05 21:42:54 main:581] : INFO : Epoch 546 | loss: 0.000184658 | val_loss: 0.000186591 | Time: 3122.76 ms
[2020-12-05 21:42:57 main:581] : INFO : Epoch 547 | loss: 0.000177351 | val_loss: 0.000216595 | Time: 3142.87 ms
[2020-12-05 21:43:00 main:581] : INFO : Epoch 548 | loss: 0.000186949 | val_loss: 0.000196084 | Time: 3138.26 ms
[2020-12-05 21:43:04 main:581] : INFO : Epoch 549 | loss: 0.000169237 | val_loss: 0.000187583 | Time: 3175.28 ms
[2020-12-05 21:43:07 main:581] : INFO : Epoch 550 | loss: 0.000244405 | val_loss: 0.000229934 | Time: 3149.76 ms
[2020-12-05 21:43:10 main:581] : INFO : Epoch 551 | loss: 0.000190549 | val_loss: 0.000184114 | Time: 3128.54 ms
[2020-12-05 21:43:13 main:581] : INFO : Epoch 552 | loss: 0.000165586 | val_loss: 0.000177874 | Time: 3146.95 ms
[2020-12-05 21:43:16 main:581] : INFO : Epoch 553 | loss: 0.000166643 | val_loss: 0.000234136 | Time: 3137.06 ms
[2020-12-05 21:43:19 main:581] : INFO : Epoch 554 | loss: 0.000310728 | val_loss: 0.000238157 | Time: 3173.91 ms
[2020-12-05 21:43:22 main:581] : INFO : Epoch 555 | loss: 0.000192021 | val_loss: 0.000185324 | Time: 3145.76 ms
[2020-12-05 21:43:26 main:581] : INFO : Epoch 556 | loss: 0.000166568 | val_loss: 0.000180208 | Time: 3170 ms
[2020-12-05 21:43:29 main:581] : INFO : Epoch 557 | loss: 0.000165302 | val_loss: 0.000197109 | Time: 3122.55 ms
[2020-12-05 21:43:32 main:581] : INFO : Epoch 558 | loss: 0.00023802 | val_loss: 0.000211856 | Time: 3146.53 ms
[2020-12-05 21:43:35 main:581] : INFO : Epoch 559 | loss: 0.00018339 | val_loss: 0.000191214 | Time: 3146.92 ms
[2020-12-05 21:43:38 main:581] : INFO : Epoch 560 | loss: 0.000169272 | val_loss: 0.000192397 | Time: 3145.7 ms
[2020-12-05 21:43:41 main:581] : INFO : Epoch 561 | loss: 0.000247473 | val_loss: 0.000300842 | Time: 3171.17 ms
[2020-12-05 21:43:44 main:581] : INFO : Epoch 562 | loss: 0.000216753 | val_loss: 0.000196173 | Time: 3139.81 ms
[2020-12-05 21:43:48 main:581] : INFO : Epoch 563 | loss: 0.000168705 | val_loss: 0.000181053 | Time: 3138.46 ms
[2020-12-05 21:43:51 main:581] : INFO : Epoch 564 | loss: 0.000169405 | val_loss: 0.000250837 | Time: 3136.88 ms
[2020-12-05 21:43:54 main:581] : INFO : Epoch 565 | loss: 0.000250965 | val_loss: 0.000218515 | Time: 3124.8 ms
[2020-12-05 21:43:57 main:581] : INFO : Epoch 566 | loss: 0.000172905 | val_loss: 0.000182037 | Time: 3182.59 ms
[2020-12-05 21:44:00 main:581] : INFO : Epoch 567 | loss: 0.000181848 | val_loss: 0.000345007 | Time: 3178.27 ms
[2020-12-05 21:44:03 main:581] : INFO : Epoch 568 | loss: 0.000302686 | val_loss: 0.000231867 | Time: 3157.62 ms
[2020-12-05 21:44:06 main:581] : INFO : Epoch 569 | loss: 0.000184344 | val_loss: 0.000186395 | Time: 3111.53 ms
[2020-12-05 21:44:10 main:581] : INFO : Epoch 570 | loss: 0.000168635 | val_loss: 0.000202746 | Time: 3145.23 ms
[2020-12-05 21:44:13 main:581] : INFO : Epoch 571 | loss: 0.00024204 | val_loss: 0.000196096 | Time: 3135 ms
[2020-12-05 21:44:16 main:581] : INFO : Epoch 572 | loss: 0.000182792 | val_loss: 0.000187225 | Time: 3162.6 ms
[2020-12-05 21:44:19 main:581] : INFO : Epoch 573 | loss: 0.000162755 | val_loss: 0.000179396 | Time: 3206.44 ms
[2020-12-05 21:44:22 main:581] : INFO : Epoch 574 | loss: 0.000166684 | val_loss: 0.000217955 | Time: 3114.24 ms
[2020-12-05 21:44:25 main:581] : INFO : Epoch 575 | loss: 0.000236926 | val_loss: 0.000204551 | Time: 3151.61 ms
[2020-12-05 21:44:29 main:581] : INFO : Epoch 576 | loss: 0.000177664 | val_loss: 0.000183244 | Time: 3117.95 ms
[2020-12-05 21:44:32 main:581] : INFO : Epoch 577 | loss: 0.000178962 | val_loss: 0.000228363 | Time: 3194.29 ms
[2020-12-05 21:44:35 main:581] : INFO : Epoch 578 | loss: 0.00017898 | val_loss: 0.000186035 | Time: 3146.67 ms
[2020-12-05 21:44:38 main:581] : INFO : Epoch 579 | loss: 0.000209906 | val_loss: 0.000305517 | Time: 3156.33 ms
[2020-12-05 21:44:41 main:581] : INFO : Epoch 580 | loss: 0.000200453 | val_loss: 0.000187237 | Time: 3141.08 ms
[2020-12-05 21:44:44 main:581] : INFO : Epoch 581 | loss: 0.000170445 | val_loss: 0.000208748 | Time: 3137.83 ms
[2020-12-05 21:44:47 main:581] : INFO : Epoch 582 | loss: 0.000236365 | val_loss: 0.000223426 | Time: 3114.98 ms
[2020-12-05 21:44:51 main:581] : INFO : Epoch 583 | loss: 0.000219589 | val_loss: 0.000200934 | Time: 3172.93 ms
[2020-12-05 21:44:54 main:581] : INFO : Epoch 584 | loss: 0.000174904 | val_loss: 0.000186087 | Time: 3149.37 ms
[2020-12-05 21:44:57 main:581] : INFO : Epoch 585 | loss: 0.000178051 | val_loss: 0.000231641 | Time: 3182.71 ms
[2020-12-05 21:45:00 main:581] : INFO : Epoch 586 | loss: 0.000255896 | val_loss: 0.000210581 | Time: 3187.56 ms
[2020-12-05 21:45:03 main:581] : INFO : Epoch 587 | loss: 0.000180428 | val_loss: 0.000183442 | Time: 3107.74 ms
[2020-12-05 21:45:06 main:581] : INFO : Epoch 588 | loss: 0.000166009 | val_loss: 0.000181469 | Time: 3123.05 ms
[2020-12-05 21:45:09 main:581] : INFO : Epoch 589 | loss: 0.000225907 | val_loss: 0.000381745 | Time: 3134.03 ms
[2020-12-05 21:45:13 main:581] : INFO : Epoch 590 | loss: 0.000215394 | val_loss: 0.000188501 | Time: 3173.72 ms
[2020-12-05 21:45:16 main:581] : INFO : Epoch 591 | loss: 0.000171511 | val_loss: 0.00019514 | Time: 3204.97 ms
[2020-12-05 21:45:19 main:581] : INFO : Epoch 592 | loss: 0.00021422 | val_loss: 0.00023848 | Time: 3167.71 ms
[2020-12-05 21:45:22 main:581] : INFO : Epoch 593 | loss: 0.000181251 | val_loss: 0.000188826 | Time: 3118.16 ms
[2020-12-05 21:45:25 main:581] : INFO : Epoch 594 | loss: 0.000164733 | val_loss: 0.000180708 | Time: 3117.54 ms
[2020-12-05 21:45:28 main:581] : INFO : Epoch 595 | loss: 0.00022351 | val_loss: 0.000269802 | Time: 3161.5 ms
[2020-12-05 21:45:32 main:581] : INFO : Epoch 596 | loss: 0.000197855 | val_loss: 0.000196343 | Time: 3156.88 ms
[2020-12-05 21:45:35 main:581] : INFO : Epoch 597 | loss: 0.000175895 | val_loss: 0.000200646 | Time: 3172.15 ms
[2020-12-05 21:45:38 main:581] : INFO : Epoch 598 | loss: 0.000169662 | val_loss: 0.000182927 | Time: 3166.01 ms
[2020-12-05 21:45:41 main:581] : INFO : Epoch 599 | loss: 0.000243913 | val_loss: 0.000243201 | Time: 3131.44 ms
[2020-12-05 21:45:44 main:581] : INFO : Epoch 600 | loss: 0.000196075 | val_loss: 0.000186306 | Time: 3131.67 ms
[2020-12-05 21:45:47 main:581] : INFO : Epoch 601 | loss: 0.000165236 | val_loss: 0.000178584 | Time: 3116.98 ms
[2020-12-05 21:45:50 main:581] : INFO : Epoch 602 | loss: 0.000241623 | val_loss: 0.000302197 | Time: 3196.88 ms
[2020-12-05 21:45:54 main:581] : INFO : Epoch 603 | loss: 0.000215841 | val_loss: 0.000234632 | Time: 3139.91 ms
[2020-12-05 21:45:57 main:581] : INFO : Epoch 604 | loss: 0.000202471 | val_loss: 0.000186508 | Time: 3169.65 ms
[2020-12-05 21:46:00 main:581] : INFO : Epoch 605 | loss: 0.000167645 | val_loss: 0.000190321 | Time: 3163.08 ms
[2020-12-05 21:46:03 main:581] : INFO : Epoch 606 | loss: 0.000215173 | val_loss: 0.000204676 | Time: 3114.5 ms
[2020-12-05 21:46:06 main:581] : INFO : Epoch 607 | loss: 0.000183332 | val_loss: 0.000187686 | Time: 3115.6 ms
[2020-12-05 21:46:09 main:581] : INFO : Epoch 608 | loss: 0.000166338 | val_loss: 0.000188677 | Time: 3197.37 ms
[2020-12-05 21:46:13 main:581] : INFO : Epoch 609 | loss: 0.000185772 | val_loss: 0.000231709 | Time: 3193.25 ms
[2020-12-05 21:46:16 main:581] : INFO : Epoch 610 | loss: 0.000246551 | val_loss: 0.000215953 | Time: 3130.24 ms
[2020-12-05 21:46:19 main:581] : INFO : Epoch 611 | loss: 0.000175989 | val_loss: 0.000189471 | Time: 3148.42 ms
[2020-12-05 21:46:22 main:581] : INFO : Epoch 612 | loss: 0.000172498 | val_loss: 0.000188588 | Time: 3117.67 ms
[2020-12-05 21:46:25 main:581] : INFO : Epoch 613 | loss: 0.000172077 | val_loss: 0.00019235 | Time: 3148.02 ms
[2020-12-05 21:46:28 main:581] : INFO : Epoch 614 | loss: 0.000227851 | val_loss: 0.0002516 | Time: 3129.88 ms
[2020-12-05 21:46:31 main:581] : INFO : Epoch 615 | loss: 0.000209845 | val_loss: 0.000209937 | Time: 3207.01 ms
[2020-12-05 21:46:35 main:581] : INFO : Epoch 616 | loss: 0.000220687 | val_loss: 0.000206214 | Time: 3171.82 ms
[2020-12-05 21:46:38 main:581] : INFO : Epoch 617 | loss: 0.000277923 | val_loss: 0.000245443 | Time: 3131.85 ms
[2020-12-05 21:46:41 main:581] : INFO : Epoch 618 | loss: 0.00019286 | val_loss: 0.000183782 | Time: 3135.65 ms
[2020-12-05 21:46:44 main:581] : INFO : Epoch 619 | loss: 0.000163341 | val_loss: 0.000175018 | Time: 3127.71 ms
[2020-12-05 21:46:47 main:581] : INFO : Epoch 620 | loss: 0.000161014 | val_loss: 0.000199233 | Time: 3122.35 ms
[2020-12-05 21:46:50 main:581] : INFO : Epoch 621 | loss: 0.000243957 | val_loss: 0.000192662 | Time: 3176.45 ms
[2020-12-05 21:46:54 main:581] : INFO : Epoch 622 | loss: 0.00017692 | val_loss: 0.000180856 | Time: 3241.08 ms
[2020-12-05 21:46:57 main:581] : INFO : Epoch 623 | loss: 0.000163018 | val_loss: 0.000187218 | Time: 3145.99 ms
[2020-12-05 21:47:00 main:581] : INFO : Epoch 624 | loss: 0.000225424 | val_loss: 0.000227661 | Time: 3105.64 ms
[2020-12-05 21:47:03 main:581] : INFO : Epoch 625 | loss: 0.000177474 | val_loss: 0.000189412 | Time: 3123.94 ms
[2020-12-05 21:47:06 main:581] : INFO : Epoch 626 | loss: 0.000215634 | val_loss: 0.000198244 | Time: 3158.74 ms
[2020-12-05 21:47:09 main:581] : INFO : Epoch 627 | loss: 0.000175572 | val_loss: 0.000186746 | Time: 3166.35 ms
[2020-12-05 21:47:12 main:581] : INFO : Epoch 628 | loss: 0.000199578 | val_loss: 0.000530891 | Time: 3177.74 ms
[2020-12-05 21:47:16 main:581] : INFO : Epoch 629 | loss: 0.000305908 | val_loss: 0.000237575 | Time: 3148.65 ms
[2020-12-05 21:47:19 main:581] : INFO : Epoch 630 | loss: 0.000198117 | val_loss: 0.000185983 | Time: 3134.11 ms
[2020-12-05 21:47:22 main:581] : INFO : Epoch 631 | loss: 0.00016375 | val_loss: 0.000175135 | Time: 3131.53 ms
[2020-12-05 21:47:25 main:581] : INFO : Epoch 632 | loss: 0.000162095 | val_loss: 0.000191853 | Time: 3157.29 ms
[2020-12-05 21:47:28 main:581] : INFO : Epoch 633 | loss: 0.000187609 | val_loss: 0.000187439 | Time: 3183.97 ms
[2020-12-05 21:47:31 main:581] : INFO : Epoch 634 | loss: 0.000168981 | val_loss: 0.000206479 | Time: 3138.65 ms
[2020-12-05 21:47:35 main:581] : INFO : Epoch 635 | loss: 0.00023208 | val_loss: 0.000183169 | Time: 3167.7 ms
[2020-12-05 21:47:38 main:581] : INFO : Epoch 636 | loss: 0.000173211 | val_loss: 0.000181154 | Time: 3133.64 ms
[2020-12-05 21:47:41 main:581] : INFO : Epoch 637 | loss: 0.000191424 | val_loss: 0.000321858 | Time: 3118.09 ms
[2020-12-05 21:47:44 main:581] : INFO : Epoch 638 | loss: 0.000223173 | val_loss: 0.000195118 | Time: 3135.21 ms
[2020-12-05 21:47:47 main:581] : INFO : Epoch 639 | loss: 0.00016791 | val_loss: 0.000181382 | Time: 3161.65 ms
[2020-12-05 21:47:50 main:581] : INFO : Epoch 640 | loss: 0.000164116 | val_loss: 0.000209211 | Time: 3240.04 ms
[2020-12-05 21:47:53 main:581] : INFO : Epoch 641 | loss: 0.000256495 | val_loss: 0.000256364 | Time: 3126.61 ms
[2020-12-05 21:47:57 main:581] : INFO : Epoch 642 | loss: 0.000192192 | val_loss: 0.00018687 | Time: 3126.34 ms
[2020-12-05 21:48:00 main:581] : INFO : Epoch 643 | loss: 0.000163702 | val_loss: 0.000175824 | Time: 3129.44 ms
[2020-12-05 21:48:03 main:581] : INFO : Epoch 644 | loss: 0.000158143 | val_loss: 0.000183194 | Time: 3137.99 ms
[2020-12-05 21:48:06 main:581] : INFO : Epoch 645 | loss: 0.000272312 | val_loss: 0.000233163 | Time: 3162.13 ms
[2020-12-05 21:48:09 main:581] : INFO : Epoch 646 | loss: 0.000188327 | val_loss: 0.00019026 | Time: 3162.19 ms
[2020-12-05 21:48:12 main:581] : INFO : Epoch 647 | loss: 0.000167612 | val_loss: 0.00018563 | Time: 3167.06 ms
[2020-12-05 21:48:15 main:581] : INFO : Epoch 648 | loss: 0.00023221 | val_loss: 0.000259022 | Time: 3105.5 ms
[2020-12-05 21:48:19 main:581] : INFO : Epoch 649 | loss: 0.000188538 | val_loss: 0.000187872 | Time: 3148.59 ms
[2020-12-05 21:48:22 main:581] : INFO : Epoch 650 | loss: 0.000162947 | val_loss: 0.000176751 | Time: 3153.11 ms
[2020-12-05 21:48:25 main:581] : INFO : Epoch 651 | loss: 0.000216135 | val_loss: 0.000449375 | Time: 3143.94 ms
[2020-12-05 21:48:28 main:581] : INFO : Epoch 652 | loss: 0.000237136 | val_loss: 0.000232156 | Time: 3147.43 ms
[2020-12-05 21:48:31 main:581] : INFO : Epoch 653 | loss: 0.000179682 | val_loss: 0.000185473 | Time: 3157.97 ms
[2020-12-05 21:48:34 main:581] : INFO : Epoch 654 | loss: 0.000163276 | val_loss: 0.000174542 | Time: 3159.54 ms
[2020-12-05 21:48:37 main:581] : INFO : Epoch 655 | loss: 0.000182807 | val_loss: 0.000420118 | Time: 3122.95 ms
[2020-12-05 21:48:41 main:581] : INFO : Epoch 656 | loss: 0.000289004 | val_loss: 0.000216714 | Time: 3145.21 ms
[2020-12-05 21:48:44 main:581] : INFO : Epoch 657 | loss: 0.000177532 | val_loss: 0.000182076 | Time: 3142.48 ms
[2020-12-05 21:48:47 main:581] : INFO : Epoch 658 | loss: 0.000160932 | val_loss: 0.000176209 | Time: 3143.89 ms
[2020-12-05 21:48:50 main:581] : INFO : Epoch 659 | loss: 0.000215522 | val_loss: 0.000200697 | Time: 3139.02 ms
[2020-12-05 21:48:53 main:581] : INFO : Epoch 660 | loss: 0.000194361 | val_loss: 0.000269692 | Time: 3121.13 ms
[2020-12-05 21:48:56 main:581] : INFO : Epoch 661 | loss: 0.00023022 | val_loss: 0.00019807 | Time: 3108.87 ms
[2020-12-05 21:48:59 main:581] : INFO : Epoch 662 | loss: 0.000170962 | val_loss: 0.00018306 | Time: 3150.58 ms
[2020-12-05 21:49:03 main:581] : INFO : Epoch 663 | loss: 0.00016946 | val_loss: 0.000204593 | Time: 3150.64 ms
[2020-12-05 21:49:06 main:581] : INFO : Epoch 664 | loss: 0.00019194 | val_loss: 0.000183861 | Time: 3187.02 ms
[2020-12-05 21:49:09 main:581] : INFO : Epoch 665 | loss: 0.000161617 | val_loss: 0.000173533 | Time: 3198.13 ms
[2020-12-05 21:49:12 main:581] : INFO : Epoch 666 | loss: 0.000219845 | val_loss: 0.000391848 | Time: 3115.46 ms
[2020-12-05 21:49:15 main:581] : INFO : Epoch 667 | loss: 0.000217515 | val_loss: 0.000193048 | Time: 3126.7 ms
[2020-12-05 21:49:18 main:581] : INFO : Epoch 668 | loss: 0.000169223 | val_loss: 0.000180979 | Time: 3143.04 ms
[2020-12-05 21:49:21 main:581] : INFO : Epoch 669 | loss: 0.000169635 | val_loss: 0.000179038 | Time: 3147.41 ms
[2020-12-05 21:49:25 main:581] : INFO : Epoch 670 | loss: 0.000217531 | val_loss: 0.000300413 | Time: 3157.39 ms
[2020-12-05 21:49:28 main:581] : INFO : Epoch 671 | loss: 0.000210716 | val_loss: 0.000194853 | Time: 3184.61 ms
[2020-12-05 21:49:31 main:581] : INFO : Epoch 672 | loss: 0.00016708 | val_loss: 0.000177714 | Time: 3157.58 ms
[2020-12-05 21:49:34 main:581] : INFO : Epoch 673 | loss: 0.000165704 | val_loss: 0.000282374 | Time: 3125.93 ms
[2020-12-05 21:49:37 main:581] : INFO : Epoch 674 | loss: 0.000292074 | val_loss: 0.000224055 | Time: 3123 ms
[2020-12-05 21:49:40 main:581] : INFO : Epoch 675 | loss: 0.000225514 | val_loss: 0.000312639 | Time: 3157.99 ms
[2020-12-05 21:49:44 main:581] : INFO : Epoch 676 | loss: 0.000208423 | val_loss: 0.000186772 | Time: 3169.81 ms
[2020-12-05 21:49:47 main:581] : INFO : Epoch 677 | loss: 0.000164249 | val_loss: 0.000173672 | Time: 3151.98 ms
[2020-12-05 21:49:50 main:581] : INFO : Epoch 678 | loss: 0.000155136 | val_loss: 0.000175511 | Time: 3161.61 ms
[2020-12-05 21:49:53 main:581] : INFO : Epoch 679 | loss: 0.000265163 | val_loss: 0.00024024 | Time: 3127.58 ms
[2020-12-05 21:49:56 main:581] : INFO : Epoch 680 | loss: 0.00018988 | val_loss: 0.000188722 | Time: 3109.79 ms
[2020-12-05 21:49:59 main:581] : INFO : Epoch 681 | loss: 0.000162939 | val_loss: 0.000176939 | Time: 3178.75 ms
[2020-12-05 21:50:02 main:581] : INFO : Epoch 682 | loss: 0.000158959 | val_loss: 0.000172111 | Time: 3185.29 ms
[2020-12-05 21:50:06 main:581] : INFO : Epoch 683 | loss: 0.000161146 | val_loss: 0.000204587 | Time: 3144.03 ms
[2020-12-05 21:50:09 main:581] : INFO : Epoch 684 | loss: 0.000220583 | val_loss: 0.000206465 | Time: 3129.52 ms
[2020-12-05 21:50:12 main:581] : INFO : Epoch 685 | loss: 0.000167627 | val_loss: 0.000180891 | Time: 3139.87 ms
[2020-12-05 21:50:15 main:581] : INFO : Epoch 686 | loss: 0.000161789 | val_loss: 0.000197659 | Time: 3135.79 ms
[2020-12-05 21:50:18 main:581] : INFO : Epoch 687 | loss: 0.000238923 | val_loss: 0.000229 | Time: 3150.49 ms
[2020-12-05 21:50:21 main:581] : INFO : Epoch 688 | loss: 0.000182286 | val_loss: 0.000182641 | Time: 3177.87 ms
[2020-12-05 21:50:25 main:581] : INFO : Epoch 689 | loss: 0.000160697 | val_loss: 0.00019409 | Time: 3162.53 ms
[2020-12-05 21:50:28 main:581] : INFO : Epoch 690 | loss: 0.000318757 | val_loss: 0.000245993 | Time: 3147.11 ms
[2020-12-05 21:50:31 main:581] : INFO : Epoch 691 | loss: 0.000199597 | val_loss: 0.000197675 | Time: 3121.47 ms
[2020-12-05 21:50:34 main:581] : INFO : Epoch 692 | loss: 0.00016626 | val_loss: 0.000175538 | Time: 3154.04 ms
[2020-12-05 21:50:37 main:581] : INFO : Epoch 693 | loss: 0.000163688 | val_loss: 0.000203736 | Time: 3138.95 ms
[2020-12-05 21:50:40 main:581] : INFO : Epoch 694 | loss: 0.000175128 | val_loss: 0.000178824 | Time: 3154.28 ms
[2020-12-05 21:50:43 main:581] : INFO : Epoch 695 | loss: 0.000186276 | val_loss: 0.000312979 | Time: 3202.68 ms
[2020-12-05 21:50:47 main:581] : INFO : Epoch 696 | loss: 0.000212602 | val_loss: 0.000186638 | Time: 3146.41 ms
[2020-12-05 21:50:50 main:581] : INFO : Epoch 697 | loss: 0.000169635 | val_loss: 0.000181964 | Time: 3113.25 ms
[2020-12-05 21:50:53 main:581] : INFO : Epoch 698 | loss: 0.000162042 | val_loss: 0.000179329 | Time: 3140.18 ms
[2020-12-05 21:50:56 main:581] : INFO : Epoch 699 | loss: 0.000251207 | val_loss: 0.000253365 | Time: 3168.25 ms
[2020-12-05 21:50:59 main:581] : INFO : Epoch 700 | loss: 0.000185666 | val_loss: 0.000189086 | Time: 3153.53 ms
[2020-12-05 21:51:02 main:581] : INFO : Epoch 701 | loss: 0.000212879 | val_loss: 0.000214049 | Time: 3151.36 ms
[2020-12-05 21:51:05 main:581] : INFO : Epoch 702 | loss: 0.000196371 | val_loss: 0.00019264 | Time: 3124.64 ms
[2020-12-05 21:51:09 main:581] : INFO : Epoch 703 | loss: 0.000168697 | val_loss: 0.000218465 | Time: 3155.02 ms
[2020-12-05 21:51:12 main:581] : INFO : Epoch 704 | loss: 0.000242992 | val_loss: 0.000217199 | Time: 3142.96 ms
[2020-12-05 21:51:15 main:581] : INFO : Epoch 705 | loss: 0.000174968 | val_loss: 0.000180807 | Time: 3143.79 ms
[2020-12-05 21:51:18 main:581] : INFO : Epoch 706 | loss: 0.000159651 | val_loss: 0.000177691 | Time: 3162.64 ms
[2020-12-05 21:51:21 main:581] : INFO : Epoch 707 | loss: 0.000168338 | val_loss: 0.000227625 | Time: 3134.77 ms
[2020-12-05 21:51:24 main:581] : INFO : Epoch 708 | loss: 0.000197413 | val_loss: 0.000191597 | Time: 3143.51 ms
[2020-12-05 21:51:28 main:581] : INFO : Epoch 709 | loss: 0.000170349 | val_loss: 0.000200998 | Time: 3158.18 ms
[2020-12-05 21:51:31 main:581] : INFO : Epoch 710 | loss: 0.000207055 | val_loss: 0.000197678 | Time: 3139.62 ms
[2020-12-05 21:51:34 main:581] : INFO : Epoch 711 | loss: 0.000171958 | val_loss: 0.000182895 | Time: 3155.23 ms
[2020-12-05 21:51:37 main:581] : INFO : Epoch 712 | loss: 0.000198752 | val_loss: 0.000202499 | Time: 3141.16 ms
[2020-12-05 21:51:40 main:581] : INFO : Epoch 713 | loss: 0.000168723 | val_loss: 0.000189066 | Time: 3176.19 ms
[2020-12-05 21:51:43 main:581] : INFO : Epoch 714 | loss: 0.000201761 | val_loss: 0.000217894 | Time: 3128.73 ms
[2020-12-05 21:51:46 main:581] : INFO : Epoch 715 | loss: 0.000191733 | val_loss: 0.000194271 | Time: 3127.7 ms
[2020-12-05 21:51:49 main:581] : INFO : Epoch 716 | loss: 0.000169737 | val_loss: 0.000186528 | Time: 3123.37 ms
[2020-12-05 21:51:53 main:581] : INFO : Epoch 717 | loss: 0.000269725 | val_loss: 0.000297616 | Time: 3180.95 ms
[2020-12-05 21:51:56 main:581] : INFO : Epoch 718 | loss: 0.000212335 | val_loss: 0.000212251 | Time: 3143.71 ms
[2020-12-05 21:51:59 main:581] : INFO : Epoch 719 | loss: 0.000173193 | val_loss: 0.000189707 | Time: 3156.86 ms
[2020-12-05 21:52:02 main:581] : INFO : Epoch 720 | loss: 0.00020175 | val_loss: 0.000200624 | Time: 3146.32 ms
[2020-12-05 21:52:05 main:581] : INFO : Epoch 721 | loss: 0.000175399 | val_loss: 0.000177355 | Time: 3118.13 ms
[2020-12-05 21:52:08 main:581] : INFO : Epoch 722 | loss: 0.00017466 | val_loss: 0.000244074 | Time: 3161.66 ms
[2020-12-05 21:52:12 main:581] : INFO : Epoch 723 | loss: 0.000196339 | val_loss: 0.000174883 | Time: 3156.33 ms
[2020-12-05 21:52:15 main:581] : INFO : Epoch 724 | loss: 0.000159218 | val_loss: 0.000173626 | Time: 3181.83 ms
[2020-12-05 21:52:18 main:581] : INFO : Epoch 725 | loss: 0.000216373 | val_loss: 0.000268802 | Time: 3111.98 ms
[2020-12-05 21:52:21 main:581] : INFO : Epoch 726 | loss: 0.000200618 | val_loss: 0.000208366 | Time: 3167.58 ms
[2020-12-05 21:52:24 main:581] : INFO : Epoch 727 | loss: 0.000188306 | val_loss: 0.000188383 | Time: 3154.06 ms
[2020-12-05 21:52:27 main:581] : INFO : Epoch 728 | loss: 0.000202661 | val_loss: 0.000448102 | Time: 3118.99 ms
[2020-12-05 21:52:30 main:581] : INFO : Epoch 729 | loss: 0.000234956 | val_loss: 0.000200568 | Time: 3187.39 ms
[2020-12-05 21:52:34 main:581] : INFO : Epoch 730 | loss: 0.000167856 | val_loss: 0.000178173 | Time: 3133.2 ms
[2020-12-05 21:52:37 main:581] : INFO : Epoch 731 | loss: 0.000158611 | val_loss: 0.000184847 | Time: 3164.53 ms
[2020-12-05 21:52:40 main:581] : INFO : Epoch 732 | loss: 0.000227699 | val_loss: 0.000219157 | Time: 3146.83 ms
[2020-12-05 21:52:43 main:581] : INFO : Epoch 733 | loss: 0.000181386 | val_loss: 0.000182707 | Time: 3136.73 ms
[2020-12-05 21:52:46 main:581] : INFO : Epoch 734 | loss: 0.000161805 | val_loss: 0.00018573 | Time: 3137.8 ms
[2020-12-05 21:52:49 main:581] : INFO : Epoch 735 | loss: 0.000207944 | val_loss: 0.000193955 | Time: 3149.78 ms
[2020-12-05 21:52:53 main:581] : INFO : Epoch 736 | loss: 0.000171784 | val_loss: 0.000180366 | Time: 3198.15 ms
[2020-12-05 21:52:56 main:581] : INFO : Epoch 737 | loss: 0.000160528 | val_loss: 0.000182475 | Time: 3145.6 ms
[2020-12-05 21:52:59 main:581] : INFO : Epoch 738 | loss: 0.000219935 | val_loss: 0.000294081 | Time: 3117.37 ms
[2020-12-05 21:53:02 main:581] : INFO : Epoch 739 | loss: 0.000192882 | val_loss: 0.000184146 | Time: 3143.35 ms
[2020-12-05 21:53:05 main:581] : INFO : Epoch 740 | loss: 0.000161178 | val_loss: 0.000173831 | Time: 3137.06 ms
[2020-12-05 21:53:08 main:581] : INFO : Epoch 741 | loss: 0.000176783 | val_loss: 0.000270472 | Time: 3163.67 ms
[2020-12-05 21:53:11 main:581] : INFO : Epoch 742 | loss: 0.000256693 | val_loss: 0.000232863 | Time: 3172.63 ms
[2020-12-05 21:53:15 main:581] : INFO : Epoch 743 | loss: 0.000182698 | val_loss: 0.000180391 | Time: 3142.37 ms
[2020-12-05 21:53:18 main:581] : INFO : Epoch 744 | loss: 0.000161853 | val_loss: 0.000196175 | Time: 3131.8 ms
[2020-12-05 21:53:21 main:581] : INFO : Epoch 745 | loss: 0.000290241 | val_loss: 0.00023765 | Time: 3114.1 ms
[2020-12-05 21:53:24 main:581] : INFO : Epoch 746 | loss: 0.000212902 | val_loss: 0.000202528 | Time: 3158.31 ms
[2020-12-05 21:53:27 main:581] : INFO : Epoch 747 | loss: 0.000195702 | val_loss: 0.000182983 | Time: 3155.27 ms
[2020-12-05 21:53:30 main:581] : INFO : Epoch 748 | loss: 0.000160801 | val_loss: 0.000170433 | Time: 3140.36 ms
[2020-12-05 21:53:33 main:581] : INFO : Epoch 749 | loss: 0.00015461 | val_loss: 0.000174383 | Time: 3182 ms
[2020-12-05 21:53:37 main:581] : INFO : Epoch 750 | loss: 0.000236935 | val_loss: 0.00019655 | Time: 3126.44 ms
[2020-12-05 21:53:40 main:581] : INFO : Epoch 751 | loss: 0.000187816 | val_loss: 0.000187689 | Time: 3122.89 ms
[2020-12-05 21:53:43 main:581] : INFO : Epoch 752 | loss: 0.000163414 | val_loss: 0.00017612 | Time: 3118.37 ms
[2020-12-05 21:53:46 main:581] : INFO : Epoch 753 | loss: 0.000166574 | val_loss: 0.00023048 | Time: 3165.75 ms
[2020-12-05 21:53:49 main:581] : INFO : Epoch 754 | loss: 0.000208562 | val_loss: 0.000235815 | Time: 3182.7 ms
[2020-12-05 21:53:52 main:581] : INFO : Epoch 755 | loss: 0.000207228 | val_loss: 0.000197217 | Time: 3136.93 ms
[2020-12-05 21:53:55 main:581] : INFO : Epoch 756 | loss: 0.000170784 | val_loss: 0.000186221 | Time: 3125.05 ms
[2020-12-05 21:53:59 main:581] : INFO : Epoch 757 | loss: 0.000200975 | val_loss: 0.000186096 | Time: 3119.06 ms
[2020-12-05 21:54:02 main:581] : INFO : Epoch 758 | loss: 0.000170136 | val_loss: 0.000178651 | Time: 3166.28 ms
[2020-12-05 21:54:05 main:581] : INFO : Epoch 759 | loss: 0.000157083 | val_loss: 0.000170521 | Time: 3136.62 ms
[2020-12-05 21:54:08 main:581] : INFO : Epoch 760 | loss: 0.000166374 | val_loss: 0.000282191 | Time: 3163.11 ms
[2020-12-05 21:54:11 main:581] : INFO : Epoch 761 | loss: 0.00029341 | val_loss: 0.000229834 | Time: 3160.71 ms
[2020-12-05 21:54:14 main:581] : INFO : Epoch 762 | loss: 0.000195002 | val_loss: 0.000234364 | Time: 3121.11 ms
[2020-12-05 21:54:17 main:581] : INFO : Epoch 763 | loss: 0.000199923 | val_loss: 0.000188906 | Time: 3129.17 ms
[2020-12-05 21:54:21 main:581] : INFO : Epoch 764 | loss: 0.000165179 | val_loss: 0.000173112 | Time: 3154.12 ms
[2020-12-05 21:54:24 main:581] : INFO : Epoch 765 | loss: 0.00015509 | val_loss: 0.00017363 | Time: 3156.29 ms
[2020-12-05 21:54:27 main:581] : INFO : Epoch 766 | loss: 0.000208095 | val_loss: 0.000251239 | Time: 3138.26 ms
[2020-12-05 21:54:30 main:581] : INFO : Epoch 767 | loss: 0.000197671 | val_loss: 0.000182468 | Time: 3179.83 ms
[2020-12-05 21:54:33 main:581] : INFO : Epoch 768 | loss: 0.000164367 | val_loss: 0.000184763 | Time: 3130.59 ms
[2020-12-05 21:54:36 main:581] : INFO : Epoch 769 | loss: 0.00019204 | val_loss: 0.000184992 | Time: 3117.67 ms
[2020-12-05 21:54:39 main:581] : INFO : Epoch 770 | loss: 0.000166356 | val_loss: 0.000178009 | Time: 3112.47 ms
[2020-12-05 21:54:43 main:581] : INFO : Epoch 771 | loss: 0.000255048 | val_loss: 0.000252933 | Time: 3192.69 ms
[2020-12-05 21:54:46 main:581] : INFO : Epoch 772 | loss: 0.000204316 | val_loss: 0.000248788 | Time: 3195.12 ms
[2020-12-05 21:54:49 main:581] : INFO : Epoch 773 | loss: 0.00018191 | val_loss: 0.000178835 | Time: 3138.63 ms
[2020-12-05 21:54:52 main:581] : INFO : Epoch 774 | loss: 0.000157626 | val_loss: 0.000171181 | Time: 3133.45 ms
[2020-12-05 21:54:55 main:581] : INFO : Epoch 775 | loss: 0.000237573 | val_loss: 0.000226106 | Time: 3120.31 ms
[2020-12-05 21:54:58 main:581] : INFO : Epoch 776 | loss: 0.000196197 | val_loss: 0.000194714 | Time: 3115.5 ms
[2020-12-05 21:55:02 main:581] : INFO : Epoch 777 | loss: 0.000162359 | val_loss: 0.000173183 | Time: 3167.34 ms
[2020-12-05 21:55:05 main:581] : INFO : Epoch 778 | loss: 0.000166778 | val_loss: 0.000247699 | Time: 3180.12 ms
[2020-12-05 21:55:08 main:581] : INFO : Epoch 779 | loss: 0.000227 | val_loss: 0.000203619 | Time: 3156.37 ms
[2020-12-05 21:55:11 main:581] : INFO : Epoch 780 | loss: 0.000174434 | val_loss: 0.000177583 | Time: 3138.6 ms
[2020-12-05 21:55:14 main:581] : INFO : Epoch 781 | loss: 0.000155659 | val_loss: 0.000170854 | Time: 3117.78 ms
[2020-12-05 21:55:17 main:581] : INFO : Epoch 782 | loss: 0.000205574 | val_loss: 0.000384594 | Time: 3127.1 ms
[2020-12-05 21:55:20 main:581] : INFO : Epoch 783 | loss: 0.000226852 | val_loss: 0.000197671 | Time: 3142.1 ms
[2020-12-05 21:55:24 main:581] : INFO : Epoch 784 | loss: 0.000170584 | val_loss: 0.000176399 | Time: 3152.69 ms
[2020-12-05 21:55:27 main:581] : INFO : Epoch 785 | loss: 0.000163005 | val_loss: 0.000186529 | Time: 3187.46 ms
[2020-12-05 21:55:30 main:581] : INFO : Epoch 786 | loss: 0.000179681 | val_loss: 0.000188308 | Time: 3142.26 ms
[2020-12-05 21:55:33 main:581] : INFO : Epoch 787 | loss: 0.000161677 | val_loss: 0.000183964 | Time: 3123.53 ms
[2020-12-05 21:55:36 main:581] : INFO : Epoch 788 | loss: 0.00023014 | val_loss: 0.000237392 | Time: 3128.59 ms
[2020-12-05 21:55:39 main:581] : INFO : Epoch 789 | loss: 0.000188186 | val_loss: 0.00018462 | Time: 3122.98 ms
[2020-12-05 21:55:42 main:581] : INFO : Epoch 790 | loss: 0.000158041 | val_loss: 0.000171089 | Time: 3179.21 ms
[2020-12-05 21:55:46 main:581] : INFO : Epoch 791 | loss: 0.000161863 | val_loss: 0.000308143 | Time: 3185.4 ms
[2020-12-05 21:55:49 main:581] : INFO : Epoch 792 | loss: 0.000499676 | val_loss: 0.000596871 | Time: 3146.9 ms
[2020-12-05 21:55:52 main:581] : INFO : Epoch 793 | loss: 0.000364007 | val_loss: 0.000239961 | Time: 3108.07 ms
[2020-12-05 21:55:55 main:581] : INFO : Epoch 794 | loss: 0.000193354 | val_loss: 0.000185606 | Time: 3125.5 ms
[2020-12-05 21:55:58 main:581] : INFO : Epoch 795 | loss: 0.000174823 | val_loss: 0.000258796 | Time: 3160.18 ms
[2020-12-05 21:56:01 main:581] : INFO : Epoch 796 | loss: 0.000194629 | val_loss: 0.000188116 | Time: 3164.57 ms
[2020-12-05 21:56:04 main:581] : INFO : Epoch 797 | loss: 0.000159302 | val_loss: 0.000169238 | Time: 3156.79 ms
[2020-12-05 21:56:08 main:581] : INFO : Epoch 798 | loss: 0.000152745 | val_loss: 0.000173105 | Time: 3134.32 ms
[2020-12-05 21:56:11 main:581] : INFO : Epoch 799 | loss: 0.00027214 | val_loss: 0.000200049 | Time: 3130.08 ms
[2020-12-05 21:56:14 main:581] : INFO : Epoch 800 | loss: 0.000197715 | val_loss: 0.000183307 | Time: 3108.84 ms
[2020-12-05 21:56:17 main:581] : INFO : Epoch 801 | loss: 0.000162263 | val_loss: 0.000175782 | Time: 3174.97 ms
[2020-12-05 21:56:20 main:581] : INFO : Epoch 802 | loss: 0.000182588 | val_loss: 0.000186623 | Time: 3162.04 ms
[2020-12-05 21:56:23 main:581] : INFO : Epoch 803 | loss: 0.000163515 | val_loss: 0.000174777 | Time: 3170.94 ms
[2020-12-05 21:56:27 main:581] : INFO : Epoch 804 | loss: 0.00015322 | val_loss: 0.000167854 | Time: 3150.54 ms
[2020-12-05 21:56:30 main:581] : INFO : Epoch 805 | loss: 0.000159597 | val_loss: 0.00027405 | Time: 3112.39 ms
[2020-12-05 21:56:33 main:581] : INFO : Epoch 806 | loss: 0.00025222 | val_loss: 0.000184243 | Time: 3114.19 ms
[2020-12-05 21:56:36 main:581] : INFO : Epoch 807 | loss: 0.000170468 | val_loss: 0.00018905 | Time: 3145.87 ms
[2020-12-05 21:56:39 main:581] : INFO : Epoch 808 | loss: 0.000168833 | val_loss: 0.000171382 | Time: 3220.41 ms
[2020-12-05 21:56:42 main:581] : INFO : Epoch 809 | loss: 0.000159988 | val_loss: 0.000188802 | Time: 3188.65 ms
[2020-12-05 21:56:45 main:581] : INFO : Epoch 810 | loss: 0.000196103 | val_loss: 0.000196315 | Time: 3134.23 ms
[2020-12-05 21:56:49 main:581] : INFO : Epoch 811 | loss: 0.00016285 | val_loss: 0.000173383 | Time: 3107.84 ms
[2020-12-05 21:56:52 main:581] : INFO : Epoch 812 | loss: 0.000153855 | val_loss: 0.00017045 | Time: 3116.12 ms
[2020-12-05 21:56:55 main:581] : INFO : Epoch 813 | loss: 0.000215911 | val_loss: 0.000227532 | Time: 3143.37 ms
[2020-12-05 21:56:58 main:581] : INFO : Epoch 814 | loss: 0.00021439 | val_loss: 0.000236696 | Time: 3198.69 ms
[2020-12-05 21:57:01 main:581] : INFO : Epoch 815 | loss: 0.000179997 | val_loss: 0.000179413 | Time: 3188.65 ms
[2020-12-05 21:57:04 main:581] : INFO : Epoch 816 | loss: 0.00015729 | val_loss: 0.000169184 | Time: 3140.56 ms
[2020-12-05 21:57:07 main:581] : INFO : Epoch 817 | loss: 0.000225452 | val_loss: 0.000362948 | Time: 3123.83 ms
[2020-12-05 21:57:11 main:581] : INFO : Epoch 818 | loss: 0.000207678 | val_loss: 0.000175844 | Time: 3119.31 ms
[2020-12-05 21:57:14 main:581] : INFO : Epoch 819 | loss: 0.000163315 | val_loss: 0.000174562 | Time: 3142.21 ms
[2020-12-05 21:57:17 main:581] : INFO : Epoch 820 | loss: 0.000154813 | val_loss: 0.000173184 | Time: 3120.43 ms
[2020-12-05 21:57:20 main:581] : INFO : Epoch 821 | loss: 0.000183299 | val_loss: 0.000299258 | Time: 3210.01 ms
[2020-12-05 21:57:23 main:581] : INFO : Epoch 822 | loss: 0.000198423 | val_loss: 0.000183622 | Time: 3191.58 ms
[2020-12-05 21:57:26 main:581] : INFO : Epoch 823 | loss: 0.000159236 | val_loss: 0.000173705 | Time: 3118.89 ms
[2020-12-05 21:57:29 main:581] : INFO : Epoch 824 | loss: 0.000207399 | val_loss: 0.000275505 | Time: 3112.11 ms
[2020-12-05 21:57:33 main:581] : INFO : Epoch 825 | loss: 0.000181301 | val_loss: 0.000181807 | Time: 3143.38 ms
[2020-12-05 21:57:36 main:581] : INFO : Epoch 826 | loss: 0.000159175 | val_loss: 0.000178707 | Time: 3160.31 ms
[2020-12-05 21:57:39 main:581] : INFO : Epoch 827 | loss: 0.000256345 | val_loss: 0.000256619 | Time: 3136.82 ms
[2020-12-05 21:57:42 main:581] : INFO : Epoch 828 | loss: 0.000188869 | val_loss: 0.000188666 | Time: 3221.07 ms
[2020-12-05 21:57:45 main:581] : INFO : Epoch 829 | loss: 0.000179244 | val_loss: 0.000211853 | Time: 3114.68 ms
[2020-12-05 21:57:48 main:581] : INFO : Epoch 830 | loss: 0.000172088 | val_loss: 0.000177187 | Time: 3121.46 ms
[2020-12-05 21:57:52 main:581] : INFO : Epoch 831 | loss: 0.000158463 | val_loss: 0.000184694 | Time: 3141.52 ms
[2020-12-05 21:57:55 main:581] : INFO : Epoch 832 | loss: 0.000211389 | val_loss: 0.000205455 | Time: 3169.61 ms
[2020-12-05 21:57:58 main:581] : INFO : Epoch 833 | loss: 0.000168785 | val_loss: 0.00018216 | Time: 3144.08 ms
[2020-12-05 21:58:01 main:581] : INFO : Epoch 834 | loss: 0.000162087 | val_loss: 0.000178668 | Time: 3154.47 ms
[2020-12-05 21:58:04 main:581] : INFO : Epoch 835 | loss: 0.000170459 | val_loss: 0.000257219 | Time: 3154.59 ms
[2020-12-05 21:58:07 main:581] : INFO : Epoch 836 | loss: 0.000208071 | val_loss: 0.000182345 | Time: 3124.05 ms
[2020-12-05 21:58:10 main:581] : INFO : Epoch 837 | loss: 0.000160154 | val_loss: 0.000170892 | Time: 3120.03 ms
[2020-12-05 21:58:14 main:581] : INFO : Epoch 838 | loss: 0.000196842 | val_loss: 0.000540549 | Time: 3182.52 ms
[2020-12-05 21:58:17 main:581] : INFO : Epoch 839 | loss: 0.000303799 | val_loss: 0.000213341 | Time: 3171.23 ms
[2020-12-05 21:58:20 main:581] : INFO : Epoch 840 | loss: 0.000186237 | val_loss: 0.000177593 | Time: 3156.62 ms
[2020-12-05 21:58:23 main:581] : INFO : Epoch 841 | loss: 0.000164277 | val_loss: 0.000197481 | Time: 3135.76 ms
[2020-12-05 21:58:26 main:581] : INFO : Epoch 842 | loss: 0.000167223 | val_loss: 0.00017603 | Time: 3111.23 ms
[2020-12-05 21:58:29 main:581] : INFO : Epoch 843 | loss: 0.000155217 | val_loss: 0.000171022 | Time: 3120.43 ms
[2020-12-05 21:58:32 main:581] : INFO : Epoch 844 | loss: 0.000173306 | val_loss: 0.00023692 | Time: 3143.97 ms
[2020-12-05 21:58:36 main:581] : INFO : Epoch 845 | loss: 0.0001908 | val_loss: 0.000177452 | Time: 3216.44 ms
[2020-12-05 21:58:39 main:581] : INFO : Epoch 846 | loss: 0.000163181 | val_loss: 0.00019369 | Time: 3172.7 ms
[2020-12-05 21:58:42 main:581] : INFO : Epoch 847 | loss: 0.000207706 | val_loss: 0.000234334 | Time: 3129 ms
[2020-12-05 21:58:45 main:581] : INFO : Epoch 848 | loss: 0.000192198 | val_loss: 0.00019756 | Time: 3126.99 ms
[2020-12-05 21:58:48 main:581] : INFO : Epoch 849 | loss: 0.000161537 | val_loss: 0.00017335 | Time: 3118.22 ms
[2020-12-05 21:58:51 main:581] : INFO : Epoch 850 | loss: 0.00018601 | val_loss: 0.000404078 | Time: 3146.49 ms
[2020-12-05 21:58:54 main:581] : INFO : Epoch 851 | loss: 0.00026098 | val_loss: 0.000247057 | Time: 3149.23 ms
[2020-12-05 21:58:58 main:581] : INFO : Epoch 852 | loss: 0.000184442 | val_loss: 0.000178197 | Time: 3164.52 ms
[2020-12-05 21:59:01 main:581] : INFO : Epoch 853 | loss: 0.000156759 | val_loss: 0.000171943 | Time: 3151.86 ms
[2020-12-05 21:59:04 main:581] : INFO : Epoch 854 | loss: 0.000172884 | val_loss: 0.000219395 | Time: 3127.14 ms
[2020-12-05 21:59:07 main:581] : INFO : Epoch 855 | loss: 0.00019907 | val_loss: 0.00018997 | Time: 3115.52 ms
[2020-12-05 21:59:10 main:581] : INFO : Epoch 856 | loss: 0.000160013 | val_loss: 0.000170333 | Time: 3144.22 ms
[2020-12-05 21:59:13 main:581] : INFO : Epoch 857 | loss: 0.000157227 | val_loss: 0.000198152 | Time: 3140.9 ms
[2020-12-05 21:59:16 main:581] : INFO : Epoch 858 | loss: 0.00024652 | val_loss: 0.00019556 | Time: 3171.25 ms
[2020-12-05 21:59:20 main:581] : INFO : Epoch 859 | loss: 0.000173999 | val_loss: 0.000179355 | Time: 3173.82 ms
[2020-12-05 21:59:23 main:581] : INFO : Epoch 860 | loss: 0.000171749 | val_loss: 0.000183529 | Time: 3125.12 ms
[2020-12-05 21:59:26 main:581] : INFO : Epoch 861 | loss: 0.000198881 | val_loss: 0.000244328 | Time: 3112.41 ms
[2020-12-05 21:59:29 main:581] : INFO : Epoch 862 | loss: 0.000176594 | val_loss: 0.000174401 | Time: 3139.39 ms
[2020-12-05 21:59:32 main:581] : INFO : Epoch 863 | loss: 0.000158138 | val_loss: 0.000186225 | Time: 3183.15 ms
[2020-12-05 21:59:35 main:581] : INFO : Epoch 864 | loss: 0.0002502 | val_loss: 0.000225749 | Time: 3153.02 ms
[2020-12-05 21:59:39 main:581] : INFO : Epoch 865 | loss: 0.000191466 | val_loss: 0.000182382 | Time: 3131.58 ms
[2020-12-05 21:59:42 main:581] : INFO : Epoch 866 | loss: 0.000164822 | val_loss: 0.000182217 | Time: 3128.82 ms
[2020-12-05 21:59:45 main:581] : INFO : Epoch 867 | loss: 0.000179881 | val_loss: 0.000329489 | Time: 3135.08 ms
[2020-12-05 21:59:48 main:581] : INFO : Epoch 868 | loss: 0.000225836 | val_loss: 0.000180288 | Time: 3138.3 ms
[2020-12-05 21:59:51 main:581] : INFO : Epoch 869 | loss: 0.000162063 | val_loss: 0.000175371 | Time: 3165.8 ms
[2020-12-05 21:59:54 main:581] : INFO : Epoch 870 | loss: 0.000174215 | val_loss: 0.000202535 | Time: 3164.14 ms
[2020-12-05 21:59:57 main:581] : INFO : Epoch 871 | loss: 0.000190581 | val_loss: 0.00018047 | Time: 3121.91 ms
[2020-12-05 22:00:01 main:581] : INFO : Epoch 872 | loss: 0.000160208 | val_loss: 0.000177069 | Time: 3138.38 ms
[2020-12-05 22:00:04 main:581] : INFO : Epoch 873 | loss: 0.000178872 | val_loss: 0.000249084 | Time: 3135.54 ms
[2020-12-05 22:00:07 main:581] : INFO : Epoch 874 | loss: 0.000208095 | val_loss: 0.000206973 | Time: 3148.81 ms
[2020-12-05 22:00:10 main:581] : INFO : Epoch 875 | loss: 0.000167366 | val_loss: 0.000172647 | Time: 3132.07 ms
[2020-12-05 22:00:13 main:581] : INFO : Epoch 876 | loss: 0.000195764 | val_loss: 0.000310571 | Time: 3192.51 ms
[2020-12-05 22:00:16 main:581] : INFO : Epoch 877 | loss: 0.000189409 | val_loss: 0.000188216 | Time: 3143.71 ms
[2020-12-05 22:00:19 main:581] : INFO : Epoch 878 | loss: 0.000177432 | val_loss: 0.000171553 | Time: 3121.64 ms
[2020-12-05 22:00:23 main:581] : INFO : Epoch 879 | loss: 0.000198983 | val_loss: 0.00040918 | Time: 3124.46 ms
[2020-12-05 22:00:26 main:581] : INFO : Epoch 880 | loss: 0.000243317 | val_loss: 0.000203132 | Time: 3145.76 ms
[2020-12-05 22:00:29 main:581] : INFO : Epoch 881 | loss: 0.000203342 | val_loss: 0.000183882 | Time: 3177.69 ms
[2020-12-05 22:00:32 main:581] : INFO : Epoch 882 | loss: 0.000163573 | val_loss: 0.0001718 | Time: 3166.75 ms
[2020-12-05 22:00:35 main:581] : INFO : Epoch 883 | loss: 0.000160177 | val_loss: 0.000190106 | Time: 3149.24 ms
[2020-12-05 22:00:38 main:581] : INFO : Epoch 884 | loss: 0.000180194 | val_loss: 0.000184622 | Time: 3124.84 ms
[2020-12-05 22:00:41 main:581] : INFO : Epoch 885 | loss: 0.000158859 | val_loss: 0.000174052 | Time: 3122.88 ms
[2020-12-05 22:00:45 main:581] : INFO : Epoch 886 | loss: 0.000190716 | val_loss: 0.000222536 | Time: 3142.5 ms
[2020-12-05 22:00:48 main:581] : INFO : Epoch 887 | loss: 0.000253342 | val_loss: 0.000184457 | Time: 3173.71 ms
[2020-12-05 22:00:51 main:581] : INFO : Epoch 888 | loss: 0.000172064 | val_loss: 0.000178995 | Time: 3144.19 ms
[2020-12-05 22:00:54 main:581] : INFO : Epoch 889 | loss: 0.000157315 | val_loss: 0.000174557 | Time: 3149.38 ms
[2020-12-05 22:00:57 main:581] : INFO : Epoch 890 | loss: 0.000177595 | val_loss: 0.000183348 | Time: 3145.11 ms
[2020-12-05 22:01:00 main:581] : INFO : Epoch 891 | loss: 0.000160716 | val_loss: 0.000170727 | Time: 3120.97 ms
[2020-12-05 22:01:03 main:581] : INFO : Epoch 892 | loss: 0.000253926 | val_loss: 0.000320598 | Time: 3145.27 ms
[2020-12-05 22:01:07 main:581] : INFO : Epoch 893 | loss: 0.000221919 | val_loss: 0.000200215 | Time: 3136.8 ms
[2020-12-05 22:01:10 main:581] : INFO : Epoch 894 | loss: 0.000183063 | val_loss: 0.000177329 | Time: 3169.9 ms
[2020-12-05 22:01:13 main:581] : INFO : Epoch 895 | loss: 0.000161539 | val_loss: 0.000181896 | Time: 3158.45 ms
[2020-12-05 22:01:16 main:581] : INFO : Epoch 896 | loss: 0.000158991 | val_loss: 0.000172839 | Time: 3136.85 ms
[2020-12-05 22:01:19 main:581] : INFO : Epoch 897 | loss: 0.000154343 | val_loss: 0.00017471 | Time: 3124.64 ms
[2020-12-05 22:01:22 main:581] : INFO : Epoch 898 | loss: 0.000211281 | val_loss: 0.000195039 | Time: 3142.33 ms
[2020-12-05 22:01:25 main:581] : INFO : Epoch 899 | loss: 0.000194021 | val_loss: 0.000192677 | Time: 3155.3 ms
[2020-12-05 22:01:29 main:581] : INFO : Epoch 900 | loss: 0.000163682 | val_loss: 0.000173252 | Time: 3178.63 ms
[2020-12-05 22:01:32 main:581] : INFO : Epoch 901 | loss: 0.000197157 | val_loss: 0.000374211 | Time: 3127.11 ms
[2020-12-05 22:01:35 main:581] : INFO : Epoch 902 | loss: 0.000211537 | val_loss: 0.000191774 | Time: 3134.26 ms
[2020-12-05 22:01:38 main:581] : INFO : Epoch 903 | loss: 0.000177113 | val_loss: 0.000211677 | Time: 3140.67 ms
[2020-12-05 22:01:41 main:581] : INFO : Epoch 904 | loss: 0.000188228 | val_loss: 0.00018526 | Time: 3139.74 ms
[2020-12-05 22:01:44 main:581] : INFO : Epoch 905 | loss: 0.000158476 | val_loss: 0.000176185 | Time: 3173.4 ms
[2020-12-05 22:01:47 main:581] : INFO : Epoch 906 | loss: 0.000213854 | val_loss: 0.000186146 | Time: 3140.09 ms
[2020-12-05 22:01:51 main:581] : INFO : Epoch 907 | loss: 0.000181901 | val_loss: 0.000212794 | Time: 3147.57 ms
[2020-12-05 22:01:54 main:581] : INFO : Epoch 908 | loss: 0.000182988 | val_loss: 0.000181415 | Time: 3112.51 ms
[2020-12-05 22:01:57 main:581] : INFO : Epoch 909 | loss: 0.000165085 | val_loss: 0.000199978 | Time: 3140.32 ms
[2020-12-05 22:02:00 main:581] : INFO : Epoch 910 | loss: 0.000210598 | val_loss: 0.000188406 | Time: 3133.28 ms
[2020-12-05 22:02:03 main:581] : INFO : Epoch 911 | loss: 0.000166039 | val_loss: 0.000175556 | Time: 3157.67 ms
[2020-12-05 22:02:06 main:581] : INFO : Epoch 912 | loss: 0.000206021 | val_loss: 0.000189391 | Time: 3150.53 ms
[2020-12-05 22:02:10 main:581] : INFO : Epoch 913 | loss: 0.000187147 | val_loss: 0.000196568 | Time: 3169.46 ms
[2020-12-05 22:02:13 main:581] : INFO : Epoch 914 | loss: 0.000167168 | val_loss: 0.00019743 | Time: 3120.35 ms
[2020-12-05 22:02:16 main:581] : INFO : Epoch 915 | loss: 0.000185991 | val_loss: 0.000185519 | Time: 3112.34 ms
[2020-12-05 22:02:19 main:581] : INFO : Epoch 916 | loss: 0.000160542 | val_loss: 0.00017087 | Time: 3136.9 ms
[2020-12-05 22:02:22 main:581] : INFO : Epoch 917 | loss: 0.000159542 | val_loss: 0.00024848 | Time: 3194.06 ms
[2020-12-05 22:02:25 main:581] : INFO : Epoch 918 | loss: 0.000280662 | val_loss: 0.000236758 | Time: 3152.1 ms
[2020-12-05 22:02:28 main:581] : INFO : Epoch 919 | loss: 0.000225342 | val_loss: 0.000193193 | Time: 3131.59 ms
[2020-12-05 22:02:31 main:581] : INFO : Epoch 920 | loss: 0.000171659 | val_loss: 0.000175972 | Time: 3131.76 ms
[2020-12-05 22:02:35 main:581] : INFO : Epoch 921 | loss: 0.000155 | val_loss: 0.000168723 | Time: 3117.87 ms
[2020-12-05 22:02:38 main:581] : INFO : Epoch 922 | loss: 0.000213312 | val_loss: 0.000195211 | Time: 3128.68 ms
[2020-12-05 22:02:41 main:581] : INFO : Epoch 923 | loss: 0.00018221 | val_loss: 0.000220462 | Time: 3172.64 ms
[2020-12-05 22:02:44 main:581] : INFO : Epoch 924 | loss: 0.000185901 | val_loss: 0.000176618 | Time: 3171.32 ms
[2020-12-05 22:02:47 main:581] : INFO : Epoch 925 | loss: 0.00015922 | val_loss: 0.000173992 | Time: 3131.05 ms
[2020-12-05 22:02:50 main:581] : INFO : Epoch 926 | loss: 0.000211372 | val_loss: 0.000195606 | Time: 3132.24 ms
[2020-12-05 22:02:53 main:581] : INFO : Epoch 927 | loss: 0.000172935 | val_loss: 0.000175956 | Time: 3139.3 ms
[2020-12-05 22:02:57 main:581] : INFO : Epoch 928 | loss: 0.000194747 | val_loss: 0.000237006 | Time: 3137.18 ms
[2020-12-05 22:03:00 main:581] : INFO : Epoch 929 | loss: 0.000195889 | val_loss: 0.000195826 | Time: 3125.05 ms
[2020-12-05 22:03:03 main:581] : INFO : Epoch 930 | loss: 0.000163086 | val_loss: 0.000171404 | Time: 3191.93 ms
[2020-12-05 22:03:06 main:581] : INFO : Epoch 931 | loss: 0.000206499 | val_loss: 0.000264236 | Time: 3131.57 ms
[2020-12-05 22:03:09 main:581] : INFO : Epoch 932 | loss: 0.000196489 | val_loss: 0.000179338 | Time: 3148.82 ms
[2020-12-05 22:03:12 main:581] : INFO : Epoch 933 | loss: 0.000157556 | val_loss: 0.000168729 | Time: 3141.98 ms
[2020-12-05 22:03:15 main:581] : INFO : Epoch 934 | loss: 0.000152962 | val_loss: 0.000179465 | Time: 3112.07 ms
[2020-12-05 22:03:19 main:581] : INFO : Epoch 935 | loss: 0.000220641 | val_loss: 0.000229434 | Time: 3174.23 ms
[2020-12-05 22:03:22 main:581] : INFO : Epoch 936 | loss: 0.000183205 | val_loss: 0.000182122 | Time: 3146.62 ms
[2020-12-05 22:03:25 main:581] : INFO : Epoch 937 | loss: 0.000157163 | val_loss: 0.000169064 | Time: 3159.29 ms
[2020-12-05 22:03:28 main:581] : INFO : Epoch 938 | loss: 0.000157548 | val_loss: 0.000263209 | Time: 3124.22 ms
[2020-12-05 22:03:31 main:581] : INFO : Epoch 939 | loss: 0.000268091 | val_loss: 0.000215292 | Time: 3138.3 ms
[2020-12-05 22:03:34 main:581] : INFO : Epoch 940 | loss: 0.000215157 | val_loss: 0.000194293 | Time: 3150.76 ms
[2020-12-05 22:03:38 main:581] : INFO : Epoch 941 | loss: 0.000166752 | val_loss: 0.000170991 | Time: 3129.61 ms
[2020-12-05 22:03:41 main:581] : INFO : Epoch 942 | loss: 0.00019282 | val_loss: 0.000301797 | Time: 3161.2 ms
[2020-12-05 22:03:44 main:581] : INFO : Epoch 943 | loss: 0.00018948 | val_loss: 0.000181789 | Time: 3132.16 ms
[2020-12-05 22:03:47 main:581] : INFO : Epoch 944 | loss: 0.000157729 | val_loss: 0.000169102 | Time: 3155.59 ms
[2020-12-05 22:03:50 main:581] : INFO : Epoch 945 | loss: 0.000154543 | val_loss: 0.000179979 | Time: 3120.36 ms
[2020-12-05 22:03:53 main:581] : INFO : Epoch 946 | loss: 0.000188737 | val_loss: 0.000197575 | Time: 3159.04 ms
[2020-12-05 22:03:56 main:581] : INFO : Epoch 947 | loss: 0.000190157 | val_loss: 0.000180791 | Time: 3147.5 ms
[2020-12-05 22:04:00 main:581] : INFO : Epoch 948 | loss: 0.000159306 | val_loss: 0.000175961 | Time: 3138.11 ms
[2020-12-05 22:04:03 main:581] : INFO : Epoch 949 | loss: 0.000213675 | val_loss: 0.000259169 | Time: 3154.04 ms
[2020-12-05 22:04:06 main:581] : INFO : Epoch 950 | loss: 0.000179432 | val_loss: 0.000181783 | Time: 3143.22 ms
[2020-12-05 22:04:09 main:581] : INFO : Epoch 951 | loss: 0.000181299 | val_loss: 0.000257025 | Time: 3129.24 ms
[2020-12-05 22:04:12 main:581] : INFO : Epoch 952 | loss: 0.000243667 | val_loss: 0.000261856 | Time: 3126.46 ms
[2020-12-05 22:04:15 main:581] : INFO : Epoch 953 | loss: 0.000192943 | val_loss: 0.00017913 | Time: 3165.41 ms
[2020-12-05 22:04:18 main:581] : INFO : Epoch 954 | loss: 0.000156782 | val_loss: 0.000167831 | Time: 3160.18 ms
[2020-12-05 22:04:22 main:581] : INFO : Epoch 955 | loss: 0.000149839 | val_loss: 0.000167611 | Time: 3143.5 ms
[2020-12-05 22:04:25 main:581] : INFO : Epoch 956 | loss: 0.000221104 | val_loss: 0.00021754 | Time: 3130.81 ms
[2020-12-05 22:04:28 main:581] : INFO : Epoch 957 | loss: 0.000172266 | val_loss: 0.000181223 | Time: 3134.56 ms
[2020-12-05 22:04:31 main:581] : INFO : Epoch 958 | loss: 0.000157022 | val_loss: 0.000173375 | Time: 3138.65 ms
[2020-12-05 22:04:34 main:581] : INFO : Epoch 959 | loss: 0.000169208 | val_loss: 0.000223739 | Time: 3153.99 ms
[2020-12-05 22:04:37 main:581] : INFO : Epoch 960 | loss: 0.000178146 | val_loss: 0.000197005 | Time: 3174.49 ms
[2020-12-05 22:04:40 main:581] : INFO : Epoch 961 | loss: 0.000196747 | val_loss: 0.000197041 | Time: 3124.95 ms
[2020-12-05 22:04:44 main:581] : INFO : Epoch 962 | loss: 0.000166969 | val_loss: 0.000171307 | Time: 3131.34 ms
[2020-12-05 22:04:47 main:581] : INFO : Epoch 963 | loss: 0.00016889 | val_loss: 0.000274586 | Time: 3135.61 ms
[2020-12-05 22:04:50 main:581] : INFO : Epoch 964 | loss: 0.000326607 | val_loss: 0.000324341 | Time: 3155.15 ms
[2020-12-05 22:04:53 main:581] : INFO : Epoch 965 | loss: 0.00140891 | val_loss: 0.00206341 | Time: 3142.02 ms
[2020-12-05 22:04:56 main:581] : INFO : Epoch 966 | loss: 0.00158263 | val_loss: 0.000657267 | Time: 3153.39 ms
[2020-12-05 22:04:59 main:581] : INFO : Epoch 967 | loss: 0.000536535 | val_loss: 0.000324355 | Time: 3164.92 ms
[2020-12-05 22:05:02 main:581] : INFO : Epoch 968 | loss: 0.00024505 | val_loss: 0.000208945 | Time: 3116.99 ms
[2020-12-05 22:05:06 main:581] : INFO : Epoch 969 | loss: 0.000175882 | val_loss: 0.000179957 | Time: 3144.37 ms
[2020-12-05 22:05:09 main:581] : INFO : Epoch 970 | loss: 0.000159154 | val_loss: 0.000172619 | Time: 3134.21 ms
[2020-12-05 22:05:12 main:581] : INFO : Epoch 971 | loss: 0.00015477 | val_loss: 0.000170396 | Time: 3158.44 ms
[2020-12-05 22:05:15 main:581] : INFO : Epoch 972 | loss: 0.000152924 | val_loss: 0.000169238 | Time: 3148.37 ms
[2020-12-05 22:05:18 main:581] : INFO : Epoch 973 | loss: 0.000151803 | val_loss: 0.000168218 | Time: 3161.91 ms
[2020-12-05 22:05:21 main:581] : INFO : Epoch 974 | loss: 0.000150917 | val_loss: 0.000167507 | Time: 3118.91 ms
[2020-12-05 22:05:24 main:581] : INFO : Epoch 975 | loss: 0.000150284 | val_loss: 0.000166904 | Time: 3108.97 ms
[2020-12-05 22:05:28 main:581] : INFO : Epoch 976 | loss: 0.000149831 | val_loss: 0.000166244 | Time: 3190.78 ms
[2020-12-05 22:05:31 main:581] : INFO : Epoch 977 | loss: 0.00014957 | val_loss: 0.000165864 | Time: 3159.87 ms
[2020-12-05 22:05:34 main:581] : INFO : Epoch 978 | loss: 0.000148945 | val_loss: 0.000165518 | Time: 3155.25 ms
[2020-12-05 22:05:37 main:581] : INFO : Epoch 979 | loss: 0.000148699 | val_loss: 0.000165258 | Time: 3121.55 ms
[2020-12-05 22:05:40 main:581] : INFO : Epoch 980 | loss: 0.000149878 | val_loss: 0.000171115 | Time: 3141.88 ms
[2020-12-05 22:05:43 main:581] : INFO : Epoch 981 | loss: 0.000184913 | val_loss: 0.000166598 | Time: 3128.99 ms
[2020-12-05 22:05:46 main:581] : INFO : Epoch 982 | loss: 0.000156598 | val_loss: 0.000170002 | Time: 3144.18 ms
[2020-12-05 22:05:50 main:581] : INFO : Epoch 983 | loss: 0.000151049 | val_loss: 0.000166295 | Time: 3185.82 ms
[2020-12-05 22:05:53 main:581] : INFO : Epoch 984 | loss: 0.000148205 | val_loss: 0.000164311 | Time: 3141.07 ms
[2020-12-05 22:05:56 main:581] : INFO : Epoch 985 | loss: 0.000147545 | val_loss: 0.000165483 | Time: 3138.69 ms
[2020-12-05 22:05:59 main:581] : INFO : Epoch 986 | loss: 0.000168279 | val_loss: 0.000262718 | Time: 3136.42 ms
[2020-12-05 22:06:02 main:581] : INFO : Epoch 987 | loss: 0.000183411 | val_loss: 0.000175296 | Time: 3152.21 ms
[2020-12-05 22:06:05 main:581] : INFO : Epoch 988 | loss: 0.000152113 | val_loss: 0.000166938 | Time: 3118.4 ms
[2020-12-05 22:06:08 main:581] : INFO : Epoch 989 | loss: 0.000148045 | val_loss: 0.000164884 | Time: 3162.82 ms
[2020-12-05 22:06:12 main:581] : INFO : Epoch 990 | loss: 0.0001472 | val_loss: 0.000165226 | Time: 3155.09 ms
[2020-12-05 22:06:15 main:581] : INFO : Epoch 991 | loss: 0.000203704 | val_loss: 0.000243922 | Time: 3138 ms
[2020-12-05 22:06:18 main:581] : INFO : Epoch 992 | loss: 0.000181175 | val_loss: 0.000173638 | Time: 3130.77 ms
[2020-12-05 22:06:21 main:581] : INFO : Epoch 993 | loss: 0.00015322 | val_loss: 0.000167619 | Time: 3126.51 ms
[2020-12-05 22:06:24 main:581] : INFO : Epoch 994 | loss: 0.000148756 | val_loss: 0.000164356 | Time: 3155.15 ms
[2020-12-05 22:06:27 main:581] : INFO : Epoch 995 | loss: 0.000147118 | val_loss: 0.00016832 | Time: 3152.32 ms
[2020-12-05 22:06:31 main:581] : INFO : Epoch 996 | loss: 0.000228519 | val_loss: 0.000214802 | Time: 3176.22 ms
[2020-12-05 22:06:34 main:581] : INFO : Epoch 997 | loss: 0.000178675 | val_loss: 0.000174079 | Time: 3133.69 ms
[2020-12-05 22:06:37 main:581] : INFO : Epoch 998 | loss: 0.000154907 | val_loss: 0.000166276 | Time: 3107.91 ms
[2020-12-05 22:06:40 main:581] : INFO : Epoch 999 | loss: 0.000151883 | val_loss: 0.000174853 | Time: 3139.95 ms
[2020-12-05 22:06:43 main:581] : INFO : Epoch 1000 | loss: 0.000172264 | val_loss: 0.000215057 | Time: 3169.79 ms
[2020-12-05 22:06:46 main:581] : INFO : Epoch 1001 | loss: 0.000167976 | val_loss: 0.000168421 | Time: 3139.1 ms
[2020-12-05 22:06:49 main:581] : INFO : Epoch 1002 | loss: 0.000149178 | val_loss: 0.000164029 | Time: 3146.81 ms
[2020-12-05 22:06:53 main:581] : INFO : Epoch 1003 | loss: 0.000159128 | val_loss: 0.000275047 | Time: 3153.13 ms
[2020-12-05 22:06:56 main:581] : INFO : Epoch 1004 | loss: 0.000301025 | val_loss: 0.000193335 | Time: 3120.78 ms
[2020-12-05 22:06:59 main:581] : INFO : Epoch 1005 | loss: 0.000178375 | val_loss: 0.000175197 | Time: 3131.01 ms
[2020-12-05 22:07:02 main:581] : INFO : Epoch 1006 | loss: 0.000153904 | val_loss: 0.000167244 | Time: 3157.76 ms
[2020-12-05 22:07:05 main:581] : INFO : Epoch 1007 | loss: 0.000148396 | val_loss: 0.000164988 | Time: 3133.05 ms
[2020-12-05 22:07:08 main:581] : INFO : Epoch 1008 | loss: 0.000147775 | val_loss: 0.000166294 | Time: 3133.52 ms
[2020-12-05 22:07:11 main:581] : INFO : Epoch 1009 | loss: 0.00016942 | val_loss: 0.000234496 | Time: 3173.16 ms
[2020-12-05 22:07:15 main:581] : INFO : Epoch 1010 | loss: 0.000190902 | val_loss: 0.000172785 | Time: 3142.25 ms
[2020-12-05 22:07:18 main:581] : INFO : Epoch 1011 | loss: 0.000154225 | val_loss: 0.000165171 | Time: 3109.77 ms
[2020-12-05 22:07:21 main:581] : INFO : Epoch 1012 | loss: 0.000152566 | val_loss: 0.000186671 | Time: 3160.86 ms
[2020-12-05 22:07:24 main:581] : INFO : Epoch 1013 | loss: 0.000251089 | val_loss: 0.000244873 | Time: 3183.85 ms
[2020-12-05 22:07:27 main:581] : INFO : Epoch 1014 | loss: 0.000189116 | val_loss: 0.000176009 | Time: 3134.16 ms
[2020-12-05 22:07:30 main:581] : INFO : Epoch 1015 | loss: 0.000155508 | val_loss: 0.0001657 | Time: 3153.27 ms
[2020-12-05 22:07:33 main:581] : INFO : Epoch 1016 | loss: 0.000152948 | val_loss: 0.000196503 | Time: 3128.8 ms
[2020-12-05 22:07:37 main:581] : INFO : Epoch 1017 | loss: 0.000199857 | val_loss: 0.00018356 | Time: 3140.61 ms
[2020-12-05 22:07:40 main:581] : INFO : Epoch 1018 | loss: 0.000160294 | val_loss: 0.000163782 | Time: 3111.81 ms
[2020-12-05 22:07:43 main:581] : INFO : Epoch 1019 | loss: 0.000149702 | val_loss: 0.000170314 | Time: 3203.23 ms
[2020-12-05 22:07:46 main:581] : INFO : Epoch 1020 | loss: 0.000217598 | val_loss: 0.000223852 | Time: 3151.54 ms
[2020-12-05 22:07:49 main:581] : INFO : Epoch 1021 | loss: 0.000185799 | val_loss: 0.000178279 | Time: 3126.48 ms
[2020-12-05 22:07:52 main:581] : INFO : Epoch 1022 | loss: 0.00015451 | val_loss: 0.000168515 | Time: 3137.64 ms
[2020-12-05 22:07:55 main:581] : INFO : Epoch 1023 | loss: 0.000156993 | val_loss: 0.000190413 | Time: 3143.39 ms
[2020-12-05 22:07:59 main:581] : INFO : Epoch 1024 | loss: 0.000183396 | val_loss: 0.000180002 | Time: 3124.21 ms
[2020-12-05 22:07:59 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000180002
[2020-12-05 22:07:59 main:610] : INFO : Saving end state to config to file
[2020-12-05 22:07:59 main:615] : INFO : Success, exiting..
22:07:59 (4418): 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)