Task 3176102
| Name | ParityModified-1605453345-10980-4_0 |
| Workunit | 1471878 |
| Created | 4 Dec 2020, 13:42:03 UTC |
| Sent | 5 Dec 2020, 18:25:32 UTC |
| Report deadline | 12 Dec 2020, 18:25:32 UTC |
| Received | 5 Dec 2020, 20:13:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 53 min 47 sec |
| CPU time | 53 min 44 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 | 1.70 GB |
| Peak swap size | 32.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> : Epoch 510 | loss: 0.0310407 | val_loss: 0.031243 | Time: 3133.09 ms [2020-12-05 19:52:34 main:581] : INFO : Epoch 511 | loss: 0.0310471 | val_loss: 0.03122 | Time: 3133.18 ms [2020-12-05 19:52:37 main:581] : INFO : Epoch 512 | loss: 0.0310332 | val_loss: 0.0312675 | Time: 3147.88 ms [2020-12-05 19:52:41 main:581] : INFO : Epoch 513 | loss: 0.0310251 | val_loss: 0.0312592 | Time: 3109.61 ms [2020-12-05 19:52:44 main:581] : INFO : Epoch 514 | loss: 0.0310276 | val_loss: 0.0312295 | Time: 3136.34 ms [2020-12-05 19:52:47 main:581] : INFO : Epoch 515 | loss: 0.0310225 | val_loss: 0.0312568 | Time: 3168.39 ms [2020-12-05 19:52:50 main:581] : INFO : Epoch 516 | loss: 0.0310302 | val_loss: 0.0312777 | Time: 3154.71 ms [2020-12-05 19:52:53 main:581] : INFO : Epoch 517 | loss: 0.0310374 | val_loss: 0.0312232 | Time: 3114.5 ms [2020-12-05 19:52:56 main:581] : INFO : Epoch 518 | loss: 0.0310491 | val_loss: 0.0312243 | Time: 3136.82 ms [2020-12-05 19:52:59 main:581] : INFO : Epoch 519 | loss: 0.0310369 | val_loss: 0.0312509 | Time: 3129.42 ms [2020-12-05 19:53:03 main:581] : INFO : Epoch 520 | loss: 0.0310281 | val_loss: 0.0312275 | Time: 3128.21 ms [2020-12-05 19:53:06 main:581] : INFO : Epoch 521 | loss: 0.031033 | val_loss: 0.0312014 | Time: 3127.77 ms [2020-12-05 19:53:09 main:581] : INFO : Epoch 522 | loss: 0.0310988 | val_loss: 0.0311875 | Time: 3154.62 ms [2020-12-05 19:53:12 main:581] : INFO : Epoch 523 | loss: 0.0310824 | val_loss: 0.031219 | Time: 3162.88 ms [2020-12-05 19:53:15 main:581] : INFO : Epoch 524 | loss: 0.0310582 | val_loss: 0.0312082 | Time: 3127.07 ms [2020-12-05 19:53:18 main:581] : INFO : Epoch 525 | loss: 0.0310487 | val_loss: 0.0312416 | Time: 3133.77 ms [2020-12-05 19:53:21 main:581] : INFO : Epoch 526 | loss: 0.0310381 | val_loss: 0.0312503 | Time: 3127.36 ms [2020-12-05 19:53:24 main:581] : INFO : Epoch 527 | loss: 0.0310233 | val_loss: 0.0312335 | Time: 3118.17 ms [2020-12-05 19:53:28 main:581] : INFO : Epoch 528 | loss: 0.0310235 | val_loss: 0.0312669 | Time: 3174.15 ms [2020-12-05 19:53:31 main:581] : INFO : Epoch 529 | loss: 0.0310185 | val_loss: 0.0312482 | Time: 3187.45 ms [2020-12-05 19:53:34 main:581] : INFO : Epoch 530 | loss: 0.0310222 | val_loss: 0.0312684 | Time: 3123.77 ms [2020-12-05 19:53:37 main:581] : INFO : Epoch 531 | loss: 0.0310181 | val_loss: 0.0312637 | Time: 3192.07 ms [2020-12-05 19:53:40 main:581] : INFO : Epoch 532 | loss: 0.0310223 | val_loss: 0.0312504 | Time: 3145.89 ms [2020-12-05 19:53:43 main:581] : INFO : Epoch 533 | loss: 0.0310191 | val_loss: 0.0312547 | Time: 3154.56 ms [2020-12-05 19:53:47 main:581] : INFO : Epoch 534 | loss: 0.0310149 | val_loss: 0.0312579 | Time: 3134.52 ms [2020-12-05 19:53:50 main:581] : INFO : Epoch 535 | loss: 0.0310156 | val_loss: 0.0312598 | Time: 3143.82 ms [2020-12-05 19:53:53 main:581] : INFO : Epoch 536 | loss: 0.0310258 | val_loss: 0.0312549 | Time: 3172.92 ms [2020-12-05 19:53:56 main:581] : INFO : Epoch 537 | loss: 0.0310277 | val_loss: 0.0312736 | Time: 3110.78 ms [2020-12-05 19:53:59 main:581] : INFO : Epoch 538 | loss: 0.0310741 | val_loss: 0.0312181 | Time: 3122.24 ms [2020-12-05 19:54:02 main:581] : INFO : Epoch 539 | loss: 0.0310842 | val_loss: 0.0312112 | Time: 3128.27 ms [2020-12-05 19:54:05 main:581] : INFO : Epoch 540 | loss: 0.031068 | val_loss: 0.0312347 | Time: 3151.76 ms [2020-12-05 19:54:09 main:581] : INFO : Epoch 541 | loss: 0.0310501 | val_loss: 0.0312147 | Time: 3164.38 ms [2020-12-05 19:54:12 main:581] : INFO : Epoch 542 | loss: 0.0310442 | val_loss: 0.031266 | Time: 3138.88 ms [2020-12-05 19:54:15 main:581] : INFO : Epoch 543 | loss: 0.0310389 | val_loss: 0.0312191 | Time: 3119.67 ms [2020-12-05 19:54:18 main:581] : INFO : Epoch 544 | loss: 0.0310488 | val_loss: 0.0312594 | Time: 3119.6 ms [2020-12-05 19:54:21 main:581] : INFO : Epoch 545 | loss: 0.0310341 | val_loss: 0.0312473 | Time: 3137.5 ms [2020-12-05 19:54:24 main:581] : INFO : Epoch 546 | loss: 0.0310249 | val_loss: 0.0312523 | Time: 3159.73 ms [2020-12-05 19:54:27 main:581] : INFO : Epoch 547 | loss: 0.0310212 | val_loss: 0.0312616 | Time: 3138.3 ms [2020-12-05 19:54:31 main:581] : INFO : Epoch 548 | loss: 0.0310134 | val_loss: 0.0312667 | Time: 3146.29 ms [2020-12-05 19:54:34 main:581] : INFO : Epoch 549 | loss: 0.0310108 | val_loss: 0.0312517 | Time: 3130.24 ms [2020-12-05 19:54:37 main:581] : INFO : Epoch 550 | loss: 0.0310132 | val_loss: 0.0312784 | Time: 3123.65 ms [2020-12-05 19:54:40 main:581] : INFO : Epoch 551 | loss: 0.0310161 | val_loss: 0.0312375 | Time: 3118.52 ms [2020-12-05 19:54:43 main:581] : INFO : Epoch 552 | loss: 0.0310269 | val_loss: 0.0312478 | Time: 3135.68 ms [2020-12-05 19:54:46 main:581] : INFO : Epoch 553 | loss: 0.0310251 | val_loss: 0.0312886 | Time: 3133.81 ms [2020-12-05 19:54:49 main:581] : INFO : Epoch 554 | loss: 0.0310235 | val_loss: 0.0312503 | Time: 3173.56 ms [2020-12-05 19:54:53 main:581] : INFO : Epoch 555 | loss: 0.031023 | val_loss: 0.0312418 | Time: 3148.03 ms [2020-12-05 19:54:56 main:581] : INFO : Epoch 556 | loss: 0.0310397 | val_loss: 0.0311961 | Time: 3110.87 ms [2020-12-05 19:54:59 main:581] : INFO : Epoch 557 | loss: 0.0310695 | val_loss: 0.0312292 | Time: 3121.26 ms [2020-12-05 19:55:02 main:581] : INFO : Epoch 558 | loss: 0.0310496 | val_loss: 0.031244 | Time: 3148.91 ms [2020-12-05 19:55:05 main:581] : INFO : Epoch 559 | loss: 0.0310333 | val_loss: 0.0312431 | Time: 3151.88 ms [2020-12-05 19:55:08 main:581] : INFO : Epoch 560 | loss: 0.0310232 | val_loss: 0.0312385 | Time: 3127.57 ms [2020-12-05 19:55:11 main:581] : INFO : Epoch 561 | loss: 0.0310101 | val_loss: 0.0312681 | Time: 3136.16 ms [2020-12-05 19:55:14 main:581] : INFO : Epoch 562 | loss: 0.0310271 | val_loss: 0.0312515 | Time: 3129.98 ms [2020-12-05 19:55:18 main:581] : INFO : Epoch 563 | loss: 0.0310341 | val_loss: 0.0312428 | Time: 3114.65 ms [2020-12-05 19:55:21 main:581] : INFO : Epoch 564 | loss: 0.0310237 | val_loss: 0.0312716 | Time: 3153.07 ms [2020-12-05 19:55:24 main:581] : INFO : Epoch 565 | loss: 0.0310329 | val_loss: 0.0312531 | Time: 3147.04 ms [2020-12-05 19:55:27 main:581] : INFO : Epoch 566 | loss: 0.0310362 | val_loss: 0.0312388 | Time: 3126.9 ms [2020-12-05 19:55:30 main:581] : INFO : Epoch 567 | loss: 0.031024 | val_loss: 0.031275 | Time: 3151.87 ms [2020-12-05 19:55:33 main:581] : INFO : Epoch 568 | loss: 0.0310152 | val_loss: 0.0312642 | Time: 3127.5 ms [2020-12-05 19:55:36 main:581] : INFO : Epoch 569 | loss: 0.0310144 | val_loss: 0.0312573 | Time: 3116.54 ms [2020-12-05 19:55:40 main:581] : INFO : Epoch 570 | loss: 0.0310233 | val_loss: 0.0312249 | Time: 3127.35 ms [2020-12-05 19:55:43 main:581] : INFO : Epoch 571 | loss: 0.0310229 | val_loss: 0.0312855 | Time: 3171.68 ms [2020-12-05 19:55:46 main:581] : INFO : Epoch 572 | loss: 0.0310166 | val_loss: 0.0312395 | Time: 3179.97 ms [2020-12-05 19:55:49 main:581] : INFO : Epoch 573 | loss: 0.0310182 | val_loss: 0.0312559 | Time: 3114.76 ms [2020-12-05 19:55:52 main:581] : INFO : Epoch 574 | loss: 0.0310178 | val_loss: 0.0312273 | Time: 3127.83 ms [2020-12-05 19:55:55 main:581] : INFO : Epoch 575 | loss: 0.0310265 | val_loss: 0.0312673 | Time: 3134.33 ms [2020-12-05 19:55:58 main:581] : INFO : Epoch 576 | loss: 0.0310286 | val_loss: 0.0312486 | Time: 3125.32 ms [2020-12-05 19:56:02 main:581] : INFO : Epoch 577 | loss: 0.0310194 | val_loss: 0.0312753 | Time: 3154.13 ms [2020-12-05 19:56:05 main:581] : INFO : Epoch 578 | loss: 0.0310266 | val_loss: 0.0312448 | Time: 3151.68 ms [2020-12-05 19:56:08 main:581] : INFO : Epoch 579 | loss: 0.0310336 | val_loss: 0.0312666 | Time: 3131.61 ms [2020-12-05 19:56:11 main:581] : INFO : Epoch 580 | loss: 0.0310191 | val_loss: 0.0312782 | Time: 3127.47 ms [2020-12-05 19:56:14 main:581] : INFO : Epoch 581 | loss: 0.0310673 | val_loss: 0.0312313 | Time: 3147.83 ms [2020-12-05 19:56:17 main:581] : INFO : Epoch 582 | loss: 0.0310568 | val_loss: 0.0312398 | Time: 3121.89 ms [2020-12-05 19:56:20 main:581] : INFO : Epoch 583 | loss: 0.0310391 | val_loss: 0.0312377 | Time: 3124.66 ms [2020-12-05 19:56:24 main:581] : INFO : Epoch 584 | loss: 0.0310228 | val_loss: 0.0312459 | Time: 3163.24 ms [2020-12-05 19:56:27 main:581] : INFO : Epoch 585 | loss: 0.0310185 | val_loss: 0.0312626 | Time: 3153.45 ms [2020-12-05 19:56:30 main:581] : INFO : Epoch 586 | loss: 0.0310142 | val_loss: 0.0312491 | Time: 3131.55 ms [2020-12-05 19:56:33 main:581] : INFO : Epoch 587 | loss: 0.0310198 | val_loss: 0.0312402 | Time: 3112.63 ms [2020-12-05 19:56:36 main:581] : INFO : Epoch 588 | loss: 0.0310135 | val_loss: 0.0312582 | Time: 3137.84 ms [2020-12-05 19:56:39 main:581] : INFO : Epoch 589 | loss: 0.0310114 | val_loss: 0.0312601 | Time: 3131.12 ms [2020-12-05 19:56:42 main:581] : INFO : Epoch 590 | loss: 0.0310111 | val_loss: 0.0312449 | Time: 3122.66 ms [2020-12-05 19:56:45 main:581] : INFO : Epoch 591 | loss: 0.0310062 | val_loss: 0.0312703 | Time: 3155.87 ms [2020-12-05 19:56:49 main:581] : INFO : Epoch 592 | loss: 0.0310041 | val_loss: 0.0312789 | Time: 3164.91 ms [2020-12-05 19:56:52 main:581] : INFO : Epoch 593 | loss: 0.0310611 | val_loss: 0.0311932 | Time: 3140.66 ms [2020-12-05 19:56:55 main:581] : INFO : Epoch 594 | loss: 0.0310717 | val_loss: 0.0312113 | Time: 3118.65 ms [2020-12-05 19:56:58 main:581] : INFO : Epoch 595 | loss: 0.0310477 | val_loss: 0.0312366 | Time: 3138.33 ms [2020-12-05 19:57:01 main:581] : INFO : Epoch 596 | loss: 0.0310355 | val_loss: 0.0312207 | Time: 3142.94 ms [2020-12-05 19:57:04 main:581] : INFO : Epoch 597 | loss: 0.0310427 | val_loss: 0.0312195 | Time: 3133.68 ms [2020-12-05 19:57:07 main:581] : INFO : Epoch 598 | loss: 0.0310567 | val_loss: 0.0312022 | Time: 3179.08 ms [2020-12-05 19:57:11 main:581] : INFO : Epoch 599 | loss: 0.03105 | val_loss: 0.0312159 | Time: 3133.7 ms [2020-12-05 19:57:14 main:581] : INFO : Epoch 600 | loss: 0.0310431 | val_loss: 0.0312583 | Time: 3111.49 ms [2020-12-05 19:57:17 main:581] : INFO : Epoch 601 | loss: 0.031028 | val_loss: 0.0312332 | Time: 3163.89 ms [2020-12-05 19:57:20 main:581] : INFO : Epoch 602 | loss: 0.0310238 | val_loss: 0.0312391 | Time: 3150.26 ms [2020-12-05 19:57:23 main:581] : INFO : Epoch 603 | loss: 0.0310157 | val_loss: 0.0312857 | Time: 3166.04 ms [2020-12-05 19:57:26 main:581] : INFO : Epoch 604 | loss: 0.0310122 | val_loss: 0.0312513 | Time: 3110.78 ms [2020-12-05 19:57:29 main:581] : INFO : Epoch 605 | loss: 0.0310146 | val_loss: 0.0312846 | Time: 3135.01 ms [2020-12-05 19:57:33 main:581] : INFO : Epoch 606 | loss: 0.0310143 | val_loss: 0.0312564 | Time: 3160.58 ms [2020-12-05 19:57:36 main:581] : INFO : Epoch 607 | loss: 0.0310193 | val_loss: 0.0312556 | Time: 3133.93 ms [2020-12-05 19:57:39 main:581] : INFO : Epoch 608 | loss: 0.0310149 | val_loss: 0.0312836 | Time: 3140.44 ms [2020-12-05 19:57:42 main:581] : INFO : Epoch 609 | loss: 0.0310215 | val_loss: 0.0312315 | Time: 3152.31 ms [2020-12-05 19:57:45 main:581] : INFO : Epoch 610 | loss: 0.0310692 | val_loss: 0.0312277 | Time: 3140.22 ms [2020-12-05 19:57:48 main:581] : INFO : Epoch 611 | loss: 0.0310596 | val_loss: 0.0312156 | Time: 3125.39 ms [2020-12-05 19:57:51 main:581] : INFO : Epoch 612 | loss: 0.0310454 | val_loss: 0.0312544 | Time: 3149 ms [2020-12-05 19:57:55 main:581] : INFO : Epoch 613 | loss: 0.0310404 | val_loss: 0.0312189 | Time: 3120.19 ms [2020-12-05 19:57:58 main:581] : INFO : Epoch 614 | loss: 0.0310505 | val_loss: 0.031223 | Time: 3158.72 ms [2020-12-05 19:58:01 main:581] : INFO : Epoch 615 | loss: 0.0310418 | val_loss: 0.0312317 | Time: 3144.77 ms [2020-12-05 19:58:04 main:581] : INFO : Epoch 616 | loss: 0.0310415 | val_loss: 0.0312448 | Time: 3156.18 ms [2020-12-05 19:58:07 main:581] : INFO : Epoch 617 | loss: 0.0310876 | val_loss: 0.0312038 | Time: 3141.82 ms [2020-12-05 19:58:10 main:581] : INFO : Epoch 618 | loss: 0.0310953 | val_loss: 0.031214 | Time: 3123.8 ms [2020-12-05 19:58:13 main:581] : INFO : Epoch 619 | loss: 0.031073 | val_loss: 0.0312401 | Time: 3154.6 ms [2020-12-05 19:58:17 main:581] : INFO : Epoch 620 | loss: 0.0310524 | val_loss: 0.0312364 | Time: 3120.17 ms [2020-12-05 19:58:20 main:581] : INFO : Epoch 621 | loss: 0.0310376 | val_loss: 0.0312526 | Time: 3141.09 ms [2020-12-05 19:58:23 main:581] : INFO : Epoch 622 | loss: 0.0310289 | val_loss: 0.0312414 | Time: 3124.08 ms [2020-12-05 19:58:26 main:581] : INFO : Epoch 623 | loss: 0.0310238 | val_loss: 0.0312371 | Time: 3147.63 ms [2020-12-05 19:58:29 main:581] : INFO : Epoch 624 | loss: 0.0310435 | val_loss: 0.0311908 | Time: 3146.99 ms [2020-12-05 19:58:32 main:581] : INFO : Epoch 625 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 3135.58 ms [2020-12-05 19:58:35 main:581] : INFO : Epoch 626 | loss: 0.0311539 | val_loss: 0.031171 | Time: 3121.51 ms [2020-12-05 19:58:39 main:581] : INFO : Epoch 627 | loss: 0.0311429 | val_loss: 0.0311651 | Time: 3113.41 ms [2020-12-05 19:58:42 main:581] : INFO : Epoch 628 | loss: 0.0311323 | val_loss: 0.0311724 | Time: 3152.77 ms [2020-12-05 19:58:45 main:581] : INFO : Epoch 629 | loss: 0.0311226 | val_loss: 0.0311741 | Time: 3134.85 ms [2020-12-05 19:58:48 main:581] : INFO : Epoch 630 | loss: 0.0311149 | val_loss: 0.0311787 | Time: 3135.34 ms [2020-12-05 19:58:51 main:581] : INFO : Epoch 631 | loss: 0.0311078 | val_loss: 0.0311827 | Time: 3154.16 ms [2020-12-05 19:58:54 main:581] : INFO : Epoch 632 | loss: 0.0310999 | val_loss: 0.031187 | Time: 3140.87 ms [2020-12-05 19:58:57 main:581] : INFO : Epoch 633 | loss: 0.0310922 | val_loss: 0.0311972 | Time: 3130.85 ms [2020-12-05 19:59:01 main:581] : INFO : Epoch 634 | loss: 0.0310848 | val_loss: 0.0312125 | Time: 3137.83 ms [2020-12-05 19:59:04 main:581] : INFO : Epoch 635 | loss: 0.0310766 | val_loss: 0.0312212 | Time: 3108.44 ms [2020-12-05 19:59:07 main:581] : INFO : Epoch 636 | loss: 0.0310741 | val_loss: 0.0312276 | Time: 3131.8 ms [2020-12-05 19:59:10 main:581] : INFO : Epoch 637 | loss: 0.0310677 | val_loss: 0.0312163 | Time: 3164.7 ms [2020-12-05 19:59:13 main:581] : INFO : Epoch 638 | loss: 0.0310602 | val_loss: 0.0312276 | Time: 3170.06 ms [2020-12-05 19:59:16 main:581] : INFO : Epoch 639 | loss: 0.0310586 | val_loss: 0.0311932 | Time: 3129.01 ms [2020-12-05 19:59:19 main:581] : INFO : Epoch 640 | loss: 0.0310504 | val_loss: 0.0312382 | Time: 3115.62 ms [2020-12-05 19:59:22 main:581] : INFO : Epoch 641 | loss: 0.0310405 | val_loss: 0.0312161 | Time: 3131.29 ms [2020-12-05 19:59:26 main:581] : INFO : Epoch 642 | loss: 0.0310422 | val_loss: 0.0312155 | Time: 3125.18 ms [2020-12-05 19:59:29 main:581] : INFO : Epoch 643 | loss: 0.0310416 | val_loss: 0.0312426 | Time: 3122.01 ms [2020-12-05 19:59:32 main:581] : INFO : Epoch 644 | loss: 0.0310361 | val_loss: 0.0312409 | Time: 3176.38 ms [2020-12-05 19:59:35 main:581] : INFO : Epoch 645 | loss: 0.0310484 | val_loss: 0.0312322 | Time: 3161.36 ms [2020-12-05 19:59:38 main:581] : INFO : Epoch 646 | loss: 0.0310423 | val_loss: 0.0312427 | Time: 3117.98 ms [2020-12-05 19:59:41 main:581] : INFO : Epoch 647 | loss: 0.031054 | val_loss: 0.0312149 | Time: 3120.32 ms [2020-12-05 19:59:44 main:581] : INFO : Epoch 648 | loss: 0.0310505 | val_loss: 0.0312463 | Time: 3126.51 ms [2020-12-05 19:59:48 main:581] : INFO : Epoch 649 | loss: 0.0310436 | val_loss: 0.031223 | Time: 3155.03 ms [2020-12-05 19:59:51 main:581] : INFO : Epoch 650 | loss: 0.0310351 | val_loss: 0.0312284 | Time: 3146.08 ms [2020-12-05 19:59:54 main:581] : INFO : Epoch 651 | loss: 0.0310342 | val_loss: 0.0312582 | Time: 3155.78 ms [2020-12-05 19:59:57 main:581] : INFO : Epoch 652 | loss: 0.031023 | val_loss: 0.0312605 | Time: 3124.85 ms [2020-12-05 20:00:00 main:581] : INFO : Epoch 653 | loss: 0.0310261 | val_loss: 0.031245 | Time: 3124.68 ms [2020-12-05 20:00:03 main:581] : INFO : Epoch 654 | loss: 0.0310287 | val_loss: 0.0312465 | Time: 3118.1 ms [2020-12-05 20:00:06 main:581] : INFO : Epoch 655 | loss: 0.0310313 | val_loss: 0.0312429 | Time: 3167.84 ms [2020-12-05 20:00:10 main:581] : INFO : Epoch 656 | loss: 0.0310225 | val_loss: 0.0312565 | Time: 3132.06 ms [2020-12-05 20:00:13 main:581] : INFO : Epoch 657 | loss: 0.0310204 | val_loss: 0.0312477 | Time: 3141.13 ms [2020-12-05 20:00:16 main:581] : INFO : Epoch 658 | loss: 0.0310152 | val_loss: 0.0312551 | Time: 3149.24 ms [2020-12-05 20:00:19 main:581] : INFO : Epoch 659 | loss: 0.0310097 | val_loss: 0.0312668 | Time: 3128.45 ms [2020-12-05 20:00:22 main:581] : INFO : Epoch 660 | loss: 0.0310211 | val_loss: 0.0312304 | Time: 3114.84 ms [2020-12-05 20:00:25 main:581] : INFO : Epoch 661 | loss: 0.0310386 | val_loss: 0.0312511 | Time: 3143.16 ms [2020-12-05 20:00:28 main:581] : INFO : Epoch 662 | loss: 0.0310303 | val_loss: 0.0312343 | Time: 3148.27 ms [2020-12-05 20:00:32 main:581] : INFO : Epoch 663 | loss: 0.0310319 | val_loss: 0.0312466 | Time: 3169.08 ms [2020-12-05 20:00:35 main:581] : INFO : Epoch 664 | loss: 0.0310231 | val_loss: 0.0312877 | Time: 3143.83 ms [2020-12-05 20:00:38 main:581] : INFO : Epoch 665 | loss: 0.0310116 | val_loss: 0.0312748 | Time: 3113.38 ms [2020-12-05 20:00:41 main:581] : INFO : Epoch 666 | loss: 0.0310095 | val_loss: 0.0312467 | Time: 3121.37 ms [2020-12-05 20:00:44 main:581] : INFO : Epoch 667 | loss: 0.0310159 | val_loss: 0.031251 | Time: 3135.03 ms [2020-12-05 20:00:47 main:581] : INFO : Epoch 668 | loss: 0.0310082 | val_loss: 0.031275 | Time: 3166.31 ms [2020-12-05 20:00:50 main:581] : INFO : Epoch 669 | loss: 0.0310037 | val_loss: 0.0312649 | Time: 3128.79 ms [2020-12-05 20:00:54 main:581] : INFO : Epoch 670 | loss: 0.0310059 | val_loss: 0.0312793 | Time: 3176.14 ms [2020-12-05 20:00:57 main:581] : INFO : Epoch 671 | loss: 0.0310069 | val_loss: 0.0312357 | Time: 3124.38 ms [2020-12-05 20:01:00 main:581] : INFO : Epoch 672 | loss: 0.0310259 | val_loss: 0.0312433 | Time: 3118.58 ms [2020-12-05 20:01:03 main:581] : INFO : Epoch 673 | loss: 0.0310386 | val_loss: 0.0312626 | Time: 3140.9 ms [2020-12-05 20:01:06 main:581] : INFO : Epoch 674 | loss: 0.0310438 | val_loss: 0.0312429 | Time: 3142.91 ms [2020-12-05 20:01:09 main:581] : INFO : Epoch 675 | loss: 0.0310451 | val_loss: 0.0312198 | Time: 3169.84 ms [2020-12-05 20:01:12 main:581] : INFO : Epoch 676 | loss: 0.0310442 | val_loss: 0.0312096 | Time: 3158.39 ms [2020-12-05 20:01:16 main:581] : INFO : Epoch 677 | loss: 0.031036 | val_loss: 0.0312779 | Time: 3125.07 ms [2020-12-05 20:01:19 main:581] : INFO : Epoch 678 | loss: 0.0310211 | val_loss: 0.0312547 | Time: 3116.22 ms [2020-12-05 20:01:22 main:581] : INFO : Epoch 679 | loss: 0.0310046 | val_loss: 0.0312802 | Time: 3122.37 ms [2020-12-05 20:01:25 main:581] : INFO : Epoch 680 | loss: 0.0310004 | val_loss: 0.0312419 | Time: 3160.85 ms [2020-12-05 20:01:28 main:581] : INFO : Epoch 681 | loss: 0.0310013 | val_loss: 0.0312803 | Time: 3156.22 ms [2020-12-05 20:01:31 main:581] : INFO : Epoch 682 | loss: 0.0310054 | val_loss: 0.0312648 | Time: 3144.5 ms [2020-12-05 20:01:34 main:581] : INFO : Epoch 683 | loss: 0.031003 | val_loss: 0.0312752 | Time: 3143.48 ms [2020-12-05 20:01:37 main:581] : INFO : Epoch 684 | loss: 0.0310041 | val_loss: 0.0312632 | Time: 3136.56 ms [2020-12-05 20:01:41 main:581] : INFO : Epoch 685 | loss: 0.0310933 | val_loss: 0.0311766 | Time: 3137.47 ms [2020-12-05 20:01:44 main:581] : INFO : Epoch 686 | loss: 0.0311566 | val_loss: 0.0311553 | Time: 3114.24 ms [2020-12-05 20:01:47 main:581] : INFO : Epoch 687 | loss: 0.0311453 | val_loss: 0.0311523 | Time: 3207.12 ms [2020-12-05 20:01:50 main:581] : INFO : Epoch 688 | loss: 0.0311367 | val_loss: 0.0311513 | Time: 3187.99 ms [2020-12-05 20:01:53 main:581] : INFO : Epoch 689 | loss: 0.031133 | val_loss: 0.0311532 | Time: 3161.84 ms [2020-12-05 20:01:56 main:581] : INFO : Epoch 690 | loss: 0.0311296 | val_loss: 0.0311511 | Time: 3164.89 ms [2020-12-05 20:02:00 main:581] : INFO : Epoch 691 | loss: 0.0311511 | val_loss: 0.0311705 | Time: 3123.01 ms [2020-12-05 20:02:03 main:581] : INFO : Epoch 692 | loss: 0.0311494 | val_loss: 0.031157 | Time: 3161.16 ms [2020-12-05 20:02:06 main:581] : INFO : Epoch 693 | loss: 0.0311411 | val_loss: 0.0311582 | Time: 3159.02 ms [2020-12-05 20:02:09 main:581] : INFO : Epoch 694 | loss: 0.0311359 | val_loss: 0.0311559 | Time: 3197.77 ms [2020-12-05 20:02:12 main:581] : INFO : Epoch 695 | loss: 0.0311323 | val_loss: 0.031153 | Time: 3189.07 ms [2020-12-05 20:02:15 main:581] : INFO : Epoch 696 | loss: 0.0311281 | val_loss: 0.0311579 | Time: 3133.52 ms [2020-12-05 20:02:19 main:581] : INFO : Epoch 697 | loss: 0.0311245 | val_loss: 0.031157 | Time: 3168.97 ms [2020-12-05 20:02:22 main:581] : INFO : Epoch 698 | loss: 0.0311222 | val_loss: 0.0311566 | Time: 3160.25 ms [2020-12-05 20:02:25 main:581] : INFO : Epoch 699 | loss: 0.0311212 | val_loss: 0.0311657 | Time: 3149.69 ms [2020-12-05 20:02:28 main:581] : INFO : Epoch 700 | loss: 0.0311225 | val_loss: 0.0311635 | Time: 3158.95 ms [2020-12-05 20:02:31 main:581] : INFO : Epoch 701 | loss: 0.0311175 | val_loss: 0.0311724 | Time: 3199.71 ms [2020-12-05 20:02:34 main:581] : INFO : Epoch 702 | loss: 0.0311152 | val_loss: 0.0311662 | Time: 3164.85 ms [2020-12-05 20:02:38 main:581] : INFO : Epoch 703 | loss: 0.0311132 | val_loss: 0.0311799 | Time: 3147.29 ms [2020-12-05 20:02:41 main:581] : INFO : Epoch 704 | loss: 0.0311131 | val_loss: 0.0311731 | Time: 3153.43 ms [2020-12-05 20:02:44 main:581] : INFO : Epoch 705 | loss: 0.0311104 | val_loss: 0.0311798 | Time: 3156.72 ms [2020-12-05 20:02:47 main:581] : INFO : Epoch 706 | loss: 0.0311112 | val_loss: 0.0311892 | Time: 3157 ms [2020-12-05 20:02:50 main:581] : INFO : Epoch 707 | loss: 0.0311087 | val_loss: 0.0311825 | Time: 3195.49 ms [2020-12-05 20:02:53 main:581] : INFO : Epoch 708 | loss: 0.0311084 | val_loss: 0.0311829 | Time: 3189.67 ms [2020-12-05 20:02:57 main:581] : INFO : Epoch 709 | loss: 0.0311034 | val_loss: 0.0311814 | Time: 3139.27 ms [2020-12-05 20:03:00 main:581] : INFO : Epoch 710 | loss: 0.0311017 | val_loss: 0.0311765 | Time: 3116.94 ms [2020-12-05 20:03:03 main:581] : INFO : Epoch 711 | loss: 0.0310987 | val_loss: 0.0311836 | Time: 3195.58 ms [2020-12-05 20:03:06 main:581] : INFO : Epoch 712 | loss: 0.0310967 | val_loss: 0.0311835 | Time: 3184.99 ms [2020-12-05 20:03:09 main:581] : INFO : Epoch 713 | loss: 0.0310973 | val_loss: 0.031184 | Time: 3125.66 ms [2020-12-05 20:03:12 main:581] : INFO : Epoch 714 | loss: 0.0310924 | val_loss: 0.0311881 | Time: 3165.33 ms [2020-12-05 20:03:16 main:581] : INFO : Epoch 715 | loss: 0.0310898 | val_loss: 0.0311842 | Time: 3166.63 ms [2020-12-05 20:03:19 main:581] : INFO : Epoch 716 | loss: 0.0310893 | val_loss: 0.0311911 | Time: 3155.42 ms [2020-12-05 20:03:22 main:581] : INFO : Epoch 717 | loss: 0.0310877 | val_loss: 0.031199 | Time: 3153.66 ms [2020-12-05 20:03:25 main:581] : INFO : Epoch 718 | loss: 0.0310888 | val_loss: 0.031182 | Time: 3161.7 ms [2020-12-05 20:03:28 main:581] : INFO : Epoch 719 | loss: 0.0310868 | val_loss: 0.031191 | Time: 3202.18 ms [2020-12-05 20:03:31 main:581] : INFO : Epoch 720 | loss: 0.0310855 | val_loss: 0.0311986 | Time: 3134.03 ms [2020-12-05 20:03:34 main:581] : INFO : Epoch 721 | loss: 0.0310867 | val_loss: 0.0311926 | Time: 3140.03 ms [2020-12-05 20:03:38 main:581] : INFO : Epoch 722 | loss: 0.0310852 | val_loss: 0.0311979 | Time: 3154.83 ms [2020-12-05 20:03:41 main:581] : INFO : Epoch 723 | loss: 0.0310883 | val_loss: 0.0311838 | Time: 3167.11 ms [2020-12-05 20:03:44 main:581] : INFO : Epoch 724 | loss: 0.0310872 | val_loss: 0.0311832 | Time: 3190.04 ms [2020-12-05 20:03:47 main:581] : INFO : Epoch 725 | loss: 0.0310857 | val_loss: 0.0312007 | Time: 3141.29 ms [2020-12-05 20:03:50 main:581] : INFO : Epoch 726 | loss: 0.0310843 | val_loss: 0.0311966 | Time: 3151.48 ms [2020-12-05 20:03:53 main:581] : INFO : Epoch 727 | loss: 0.0310812 | val_loss: 0.0312113 | Time: 3144.4 ms [2020-12-05 20:03:57 main:581] : INFO : Epoch 728 | loss: 0.0310787 | val_loss: 0.031204 | Time: 3198.52 ms [2020-12-05 20:04:00 main:581] : INFO : Epoch 729 | loss: 0.0310801 | val_loss: 0.0311918 | Time: 3141.28 ms [2020-12-05 20:04:03 main:581] : INFO : Epoch 730 | loss: 0.0310829 | val_loss: 0.0312189 | Time: 3140.93 ms [2020-12-05 20:04:06 main:581] : INFO : Epoch 731 | loss: 0.0310866 | val_loss: 0.0311958 | Time: 3161.31 ms [2020-12-05 20:04:09 main:581] : INFO : Epoch 732 | loss: 0.0310905 | val_loss: 0.0311931 | Time: 3165.54 ms [2020-12-05 20:04:12 main:581] : INFO : Epoch 733 | loss: 0.0310856 | val_loss: 0.0312016 | Time: 3164.7 ms [2020-12-05 20:04:16 main:581] : INFO : Epoch 734 | loss: 0.0310805 | val_loss: 0.0311925 | Time: 3163.63 ms [2020-12-05 20:04:19 main:581] : INFO : Epoch 735 | loss: 0.0310804 | val_loss: 0.031199 | Time: 3159.9 ms [2020-12-05 20:04:22 main:581] : INFO : Epoch 736 | loss: 0.0310852 | val_loss: 0.0311967 | Time: 3140.16 ms [2020-12-05 20:04:25 main:581] : INFO : Epoch 737 | loss: 0.0310783 | val_loss: 0.0312085 | Time: 3176.14 ms [2020-12-05 20:04:28 main:581] : INFO : Epoch 738 | loss: 0.0310772 | val_loss: 0.0312037 | Time: 3141.51 ms [2020-12-05 20:04:31 main:581] : INFO : Epoch 739 | loss: 0.0310903 | val_loss: 0.0311997 | Time: 3156.94 ms [2020-12-05 20:04:35 main:581] : INFO : Epoch 740 | loss: 0.0310876 | val_loss: 0.031192 | Time: 3176.3 ms [2020-12-05 20:04:38 main:581] : INFO : Epoch 741 | loss: 0.0310809 | val_loss: 0.0311945 | Time: 3170.38 ms [2020-12-05 20:04:41 main:581] : INFO : Epoch 742 | loss: 0.0310764 | val_loss: 0.0312208 | Time: 3178.48 ms [2020-12-05 20:04:44 main:581] : INFO : Epoch 743 | loss: 0.0310807 | val_loss: 0.0311906 | Time: 3131.63 ms [2020-12-05 20:04:47 main:581] : INFO : Epoch 744 | loss: 0.0310781 | val_loss: 0.0311935 | Time: 3144.09 ms [2020-12-05 20:04:50 main:581] : INFO : Epoch 745 | loss: 0.0310792 | val_loss: 0.0312084 | Time: 3127.22 ms [2020-12-05 20:04:53 main:581] : INFO : Epoch 746 | loss: 0.031073 | val_loss: 0.0312053 | Time: 3170.62 ms [2020-12-05 20:04:57 main:581] : INFO : Epoch 747 | loss: 0.0310707 | val_loss: 0.0312003 | Time: 3217.02 ms [2020-12-05 20:05:00 main:581] : INFO : Epoch 748 | loss: 0.0310802 | val_loss: 0.0311966 | Time: 3183.45 ms [2020-12-05 20:05:03 main:581] : INFO : Epoch 749 | loss: 0.0310756 | val_loss: 0.0311993 | Time: 3165.52 ms [2020-12-05 20:05:06 main:581] : INFO : Epoch 750 | loss: 0.0310782 | val_loss: 0.0312089 | Time: 3149.04 ms [2020-12-05 20:05:09 main:581] : INFO : Epoch 751 | loss: 0.0310836 | val_loss: 0.0312005 | Time: 3133.14 ms [2020-12-05 20:05:12 main:581] : INFO : Epoch 752 | loss: 0.0310778 | val_loss: 0.0311914 | Time: 3127.69 ms [2020-12-05 20:05:16 main:581] : INFO : Epoch 753 | loss: 0.0310805 | val_loss: 0.0312126 | Time: 3162.32 ms [2020-12-05 20:05:19 main:581] : INFO : Epoch 754 | loss: 0.0310708 | val_loss: 0.0312094 | Time: 3231.29 ms [2020-12-05 20:05:22 main:581] : INFO : Epoch 755 | loss: 0.0310709 | val_loss: 0.0311996 | Time: 3205.65 ms [2020-12-05 20:05:25 main:581] : INFO : Epoch 756 | loss: 0.0310741 | val_loss: 0.0312019 | Time: 3112.85 ms [2020-12-05 20:05:28 main:581] : INFO : Epoch 757 | loss: 0.0310696 | val_loss: 0.0312149 | Time: 3136.85 ms [2020-12-05 20:05:31 main:581] : INFO : Epoch 758 | loss: 0.0310687 | val_loss: 0.0312095 | Time: 3148.76 ms [2020-12-05 20:05:35 main:581] : INFO : Epoch 759 | loss: 0.031066 | val_loss: 0.0312163 | Time: 3166.9 ms [2020-12-05 20:05:38 main:581] : INFO : Epoch 760 | loss: 0.0310682 | val_loss: 0.0311989 | Time: 3150.27 ms [2020-12-05 20:05:41 main:581] : INFO : Epoch 761 | loss: 0.0310785 | val_loss: 0.031195 | Time: 3203.12 ms [2020-12-05 20:05:44 main:581] : INFO : Epoch 762 | loss: 0.0310861 | val_loss: 0.031183 | Time: 3167.71 ms [2020-12-05 20:05:47 main:581] : INFO : Epoch 763 | loss: 0.0310848 | val_loss: 0.0312107 | Time: 3169.61 ms [2020-12-05 20:05:50 main:581] : INFO : Epoch 764 | loss: 0.0310785 | val_loss: 0.0311948 | Time: 3144.63 ms [2020-12-05 20:05:54 main:581] : INFO : Epoch 765 | loss: 0.0310753 | val_loss: 0.0312078 | Time: 3164.4 ms [2020-12-05 20:05:57 main:581] : INFO : Epoch 766 | loss: 0.0310756 | val_loss: 0.0311888 | Time: 3178.54 ms [2020-12-05 20:06:00 main:581] : INFO : Epoch 767 | loss: 0.0310922 | val_loss: 0.0311982 | Time: 3136.31 ms [2020-12-05 20:06:03 main:581] : INFO : Epoch 768 | loss: 0.031094 | val_loss: 0.0311942 | Time: 3162.25 ms [2020-12-05 20:06:06 main:581] : INFO : Epoch 769 | loss: 0.0310887 | val_loss: 0.0311844 | Time: 3140.39 ms [2020-12-05 20:06:09 main:581] : INFO : Epoch 770 | loss: 0.031085 | val_loss: 0.031181 | Time: 3145.06 ms [2020-12-05 20:06:13 main:581] : INFO : Epoch 771 | loss: 0.031076 | val_loss: 0.0312117 | Time: 3145.67 ms [2020-12-05 20:06:16 main:581] : INFO : Epoch 772 | loss: 0.0310838 | val_loss: 0.031204 | Time: 3183.26 ms [2020-12-05 20:06:19 main:581] : INFO : Epoch 773 | loss: 0.0310761 | val_loss: 0.0312195 | Time: 3168.7 ms [2020-12-05 20:06:22 main:581] : INFO : Epoch 774 | loss: 0.0310766 | val_loss: 0.0312095 | Time: 3150.15 ms [2020-12-05 20:06:25 main:581] : INFO : Epoch 775 | loss: 0.0310757 | val_loss: 0.0311951 | Time: 3175.67 ms [2020-12-05 20:06:28 main:581] : INFO : Epoch 776 | loss: 0.031071 | val_loss: 0.0312002 | Time: 3136.25 ms [2020-12-05 20:06:31 main:581] : INFO : Epoch 777 | loss: 0.0310705 | val_loss: 0.031212 | Time: 3129.45 ms [2020-12-05 20:06:35 main:581] : INFO : Epoch 778 | loss: 0.0310778 | val_loss: 0.0311937 | Time: 3188.64 ms [2020-12-05 20:06:38 main:581] : INFO : Epoch 779 | loss: 0.0310729 | val_loss: 0.0311964 | Time: 3186.23 ms [2020-12-05 20:06:41 main:581] : INFO : Epoch 780 | loss: 0.0310693 | val_loss: 0.0312045 | Time: 3176.05 ms [2020-12-05 20:06:44 main:581] : INFO : Epoch 781 | loss: 0.0310697 | val_loss: 0.0311965 | Time: 3172.84 ms [2020-12-05 20:06:47 main:581] : INFO : Epoch 782 | loss: 0.0310637 | val_loss: 0.0312276 | Time: 3139.73 ms [2020-12-05 20:06:50 main:581] : INFO : Epoch 783 | loss: 0.0310895 | val_loss: 0.0311731 | Time: 3119.55 ms [2020-12-05 20:06:54 main:581] : INFO : Epoch 784 | loss: 0.0311101 | val_loss: 0.0311955 | Time: 3171.3 ms [2020-12-05 20:06:57 main:581] : INFO : Epoch 785 | loss: 0.0310995 | val_loss: 0.0312058 | Time: 3221.96 ms [2020-12-05 20:07:00 main:581] : INFO : Epoch 786 | loss: 0.0310876 | val_loss: 0.0311965 | Time: 3190.2 ms [2020-12-05 20:07:03 main:581] : INFO : Epoch 787 | loss: 0.0310808 | val_loss: 0.0311938 | Time: 3144.39 ms [2020-12-05 20:07:06 main:581] : INFO : Epoch 788 | loss: 0.0310817 | val_loss: 0.0312161 | Time: 3141.3 ms [2020-12-05 20:07:09 main:581] : INFO : Epoch 789 | loss: 0.0310775 | val_loss: 0.0312088 | Time: 3161.95 ms [2020-12-05 20:07:13 main:581] : INFO : Epoch 790 | loss: 0.0310741 | val_loss: 0.0311942 | Time: 3142.59 ms [2020-12-05 20:07:16 main:581] : INFO : Epoch 791 | loss: 0.0310711 | val_loss: 0.0312253 | Time: 3136.37 ms [2020-12-05 20:07:19 main:581] : INFO : Epoch 792 | loss: 0.0310724 | val_loss: 0.0311966 | Time: 3217.79 ms [2020-12-05 20:07:22 main:581] : INFO : Epoch 793 | loss: 0.0310817 | val_loss: 0.0312021 | Time: 3194.2 ms [2020-12-05 20:07:25 main:581] : INFO : Epoch 794 | loss: 0.0310761 | val_loss: 0.0311909 | Time: 3169.96 ms [2020-12-05 20:07:28 main:581] : INFO : Epoch 795 | loss: 0.0310663 | val_loss: 0.0312041 | Time: 3121.37 ms [2020-12-05 20:07:32 main:581] : INFO : Epoch 796 | loss: 0.0310697 | val_loss: 0.0311917 | Time: 3139.95 ms [2020-12-05 20:07:35 main:581] : INFO : Epoch 797 | loss: 0.0310678 | val_loss: 0.0312134 | Time: 3193.51 ms [2020-12-05 20:07:38 main:581] : INFO : Epoch 798 | loss: 0.0310652 | val_loss: 0.0312014 | Time: 3175.71 ms [2020-12-05 20:07:41 main:581] : INFO : Epoch 799 | loss: 0.0310705 | val_loss: 0.0312094 | Time: 3156.58 ms [2020-12-05 20:07:44 main:581] : INFO : Epoch 800 | loss: 0.0310812 | val_loss: 0.0312202 | Time: 3166.61 ms [2020-12-05 20:07:47 main:581] : INFO : Epoch 801 | loss: 0.0310697 | val_loss: 0.0312307 | Time: 3167.41 ms [2020-12-05 20:07:51 main:581] : INFO : Epoch 802 | loss: 0.0310661 | val_loss: 0.0312108 | Time: 3157.06 ms [2020-12-05 20:07:54 main:581] : INFO : Epoch 803 | loss: 0.0310641 | val_loss: 0.0312161 | Time: 3131.41 ms [2020-12-05 20:07:57 main:581] : INFO : Epoch 804 | loss: 0.0310842 | val_loss: 0.0311966 | Time: 3176.45 ms [2020-12-05 20:08:00 main:581] : INFO : Epoch 805 | loss: 0.0310782 | val_loss: 0.0312071 | Time: 3204.01 ms [2020-12-05 20:08:03 main:581] : INFO : Epoch 806 | loss: 0.0310757 | val_loss: 0.0312261 | Time: 3140.66 ms [2020-12-05 20:08:06 main:581] : INFO : Epoch 807 | loss: 0.0310683 | val_loss: 0.0312092 | Time: 3177.68 ms [2020-12-05 20:08:10 main:581] : INFO : Epoch 808 | loss: 0.0310666 | val_loss: 0.0311863 | Time: 3145.7 ms [2020-12-05 20:08:13 main:581] : INFO : Epoch 809 | loss: 0.0310692 | val_loss: 0.0311953 | Time: 3164.9 ms [2020-12-05 20:08:16 main:581] : INFO : Epoch 810 | loss: 0.0310712 | val_loss: 0.0312066 | Time: 3141.42 ms [2020-12-05 20:08:19 main:581] : INFO : Epoch 811 | loss: 0.0310636 | val_loss: 0.0312058 | Time: 3212.78 ms [2020-12-05 20:08:22 main:581] : INFO : Epoch 812 | loss: 0.0310635 | val_loss: 0.0312257 | Time: 3180 ms [2020-12-05 20:08:25 main:581] : INFO : Epoch 813 | loss: 0.0310613 | val_loss: 0.0311992 | Time: 3129.8 ms [2020-12-05 20:08:29 main:581] : INFO : Epoch 814 | loss: 0.0310561 | val_loss: 0.0312042 | Time: 3147.11 ms [2020-12-05 20:08:32 main:581] : INFO : Epoch 815 | loss: 0.0310654 | val_loss: 0.0312023 | Time: 3185.73 ms [2020-12-05 20:08:35 main:581] : INFO : Epoch 816 | loss: 0.0310587 | val_loss: 0.0312106 | Time: 3174.02 ms [2020-12-05 20:08:38 main:581] : INFO : Epoch 817 | loss: 0.0310572 | val_loss: 0.0312315 | Time: 3139.55 ms [2020-12-05 20:08:41 main:581] : INFO : Epoch 818 | loss: 0.0310559 | val_loss: 0.0312064 | Time: 3177.33 ms [2020-12-05 20:08:44 main:581] : INFO : Epoch 819 | loss: 0.031051 | val_loss: 0.0312231 | Time: 3181.78 ms [2020-12-05 20:08:48 main:581] : INFO : Epoch 820 | loss: 0.0310537 | val_loss: 0.031226 | Time: 3148.08 ms [2020-12-05 20:08:51 main:581] : INFO : Epoch 821 | loss: 0.0310516 | val_loss: 0.0312025 | Time: 3149.18 ms [2020-12-05 20:08:54 main:581] : INFO : Epoch 822 | loss: 0.0310559 | val_loss: 0.0312463 | Time: 3154.28 ms [2020-12-05 20:08:57 main:581] : INFO : Epoch 823 | loss: 0.0310617 | val_loss: 0.031217 | Time: 3166.84 ms [2020-12-05 20:09:00 main:581] : INFO : Epoch 824 | loss: 0.0310663 | val_loss: 0.0312155 | Time: 3169.7 ms [2020-12-05 20:09:03 main:581] : INFO : Epoch 825 | loss: 0.0310624 | val_loss: 0.0312153 | Time: 3163.71 ms [2020-12-05 20:09:07 main:581] : INFO : Epoch 826 | loss: 0.031062 | val_loss: 0.0312085 | Time: 3131.48 ms [2020-12-05 20:09:10 main:581] : INFO : Epoch 827 | loss: 0.0310679 | val_loss: 0.0312075 | Time: 3165.15 ms [2020-12-05 20:09:13 main:581] : INFO : Epoch 828 | loss: 0.0310679 | val_loss: 0.031224 | Time: 3200.91 ms [2020-12-05 20:09:16 main:581] : INFO : Epoch 829 | loss: 0.0310577 | val_loss: 0.0312202 | Time: 3191.82 ms [2020-12-05 20:09:19 main:581] : INFO : Epoch 830 | loss: 0.0310571 | val_loss: 0.0312098 | Time: 3117.29 ms [2020-12-05 20:09:22 main:581] : INFO : Epoch 831 | loss: 0.0310586 | val_loss: 0.0312522 | Time: 3174.65 ms [2020-12-05 20:09:26 main:581] : INFO : Epoch 832 | loss: 0.0310521 | val_loss: 0.0312107 | Time: 3211.05 ms [2020-12-05 20:09:29 main:581] : INFO : Epoch 833 | loss: 0.0310487 | val_loss: 0.0312386 | Time: 3162.48 ms [2020-12-05 20:09:32 main:581] : INFO : Epoch 834 | loss: 0.0310489 | val_loss: 0.0312209 | Time: 3137.75 ms [2020-12-05 20:09:35 main:581] : INFO : Epoch 835 | loss: 0.0310518 | val_loss: 0.0312167 | Time: 3159.15 ms [2020-12-05 20:09:38 main:581] : INFO : Epoch 836 | loss: 0.0310487 | val_loss: 0.0312272 | Time: 3207.19 ms [2020-12-05 20:09:41 main:581] : INFO : Epoch 837 | loss: 0.0310536 | val_loss: 0.0311914 | Time: 3142.95 ms [2020-12-05 20:09:45 main:581] : INFO : Epoch 838 | loss: 0.0310665 | val_loss: 0.0312235 | Time: 3134.86 ms [2020-12-05 20:09:48 main:581] : INFO : Epoch 839 | loss: 0.0310581 | val_loss: 0.0312122 | Time: 3205.11 ms [2020-12-05 20:09:51 main:581] : INFO : Epoch 840 | loss: 0.0310463 | val_loss: 0.0312063 | Time: 3151.79 ms [2020-12-05 20:09:54 main:581] : INFO : Epoch 841 | loss: 0.0310728 | val_loss: 0.0312019 | Time: 3168.63 ms [2020-12-05 20:09:57 main:581] : INFO : Epoch 842 | loss: 0.0311343 | val_loss: 0.0311794 | Time: 3165.11 ms [2020-12-05 20:10:00 main:581] : INFO : Epoch 843 | loss: 0.0311174 | val_loss: 0.0311791 | Time: 3138.88 ms [2020-12-05 20:10:04 main:581] : INFO : Epoch 844 | loss: 0.0310982 | val_loss: 0.0311893 | Time: 3187.56 ms [2020-12-05 20:10:07 main:581] : INFO : Epoch 845 | loss: 0.0310849 | val_loss: 0.0311921 | Time: 3149.94 ms [2020-12-05 20:10:10 main:581] : INFO : Epoch 846 | loss: 0.0310753 | val_loss: 0.0312 | Time: 3200.28 ms [2020-12-05 20:10:13 main:581] : INFO : Epoch 847 | loss: 0.0310766 | val_loss: 0.0312013 | Time: 3151.77 ms [2020-12-05 20:10:16 main:581] : INFO : Epoch 848 | loss: 0.0310715 | val_loss: 0.0312096 | Time: 3173.39 ms [2020-12-05 20:10:19 main:581] : INFO : Epoch 849 | loss: 0.0310672 | val_loss: 0.0312076 | Time: 3130.83 ms [2020-12-05 20:10:23 main:581] : INFO : Epoch 850 | loss: 0.0310774 | val_loss: 0.0312138 | Time: 3156.27 ms [2020-12-05 20:10:26 main:581] : INFO : Epoch 851 | loss: 0.0310684 | val_loss: 0.0311919 | Time: 3197.2 ms [2020-12-05 20:10:29 main:581] : INFO : Epoch 852 | loss: 0.0310576 | val_loss: 0.0312166 | Time: 3173.96 ms [2020-12-05 20:10:32 main:581] : INFO : Epoch 853 | loss: 0.0310527 | val_loss: 0.0312395 | Time: 3141.46 ms [2020-12-05 20:10:35 main:581] : INFO : Epoch 854 | loss: 0.0310584 | val_loss: 0.0312036 | Time: 3185.62 ms [2020-12-05 20:10:38 main:581] : INFO : Epoch 855 | loss: 0.0310555 | val_loss: 0.0312395 | Time: 3141.15 ms [2020-12-05 20:10:42 main:581] : INFO : Epoch 856 | loss: 0.0310489 | val_loss: 0.0312265 | Time: 3132.24 ms [2020-12-05 20:10:45 main:581] : INFO : Epoch 857 | loss: 0.0310481 | val_loss: 0.031237 | Time: 3156.02 ms [2020-12-05 20:10:48 main:581] : INFO : Epoch 858 | loss: 0.0310496 | val_loss: 0.0312298 | Time: 3238.35 ms [2020-12-05 20:10:51 main:581] : INFO : Epoch 859 | loss: 0.0310483 | val_loss: 0.0312271 | Time: 3221.52 ms [2020-12-05 20:10:54 main:581] : INFO : Epoch 860 | loss: 0.0310417 | val_loss: 0.0312086 | Time: 3130.01 ms [2020-12-05 20:10:57 main:581] : INFO : Epoch 861 | loss: 0.0310532 | val_loss: 0.0312186 | Time: 3114.91 ms [2020-12-05 20:11:01 main:581] : INFO : Epoch 862 | loss: 0.0310553 | val_loss: 0.0312195 | Time: 3162.68 ms [2020-12-05 20:11:04 main:581] : INFO : Epoch 863 | loss: 0.031058 | val_loss: 0.031215 | Time: 3172.94 ms [2020-12-05 20:11:07 main:581] : INFO : Epoch 864 | loss: 0.0310525 | val_loss: 0.0312197 | Time: 3154.73 ms [2020-12-05 20:11:10 main:581] : INFO : Epoch 865 | loss: 0.0310574 | val_loss: 0.0312075 | Time: 3195.44 ms [2020-12-05 20:11:13 main:581] : INFO : Epoch 866 | loss: 0.0310705 | val_loss: 0.0312164 | Time: 3170.44 ms [2020-12-05 20:11:16 main:581] : INFO : Epoch 867 | loss: 0.03106 | val_loss: 0.0312359 | Time: 3164.82 ms [2020-12-05 20:11:20 main:581] : INFO : Epoch 868 | loss: 0.0310527 | val_loss: 0.0312112 | Time: 3141.9 ms [2020-12-05 20:11:23 main:581] : INFO : Epoch 869 | loss: 0.0310874 | val_loss: 0.0311994 | Time: 3132 ms [2020-12-05 20:11:26 main:581] : INFO : Epoch 870 | loss: 0.0311078 | val_loss: 0.0312128 | Time: 3163.4 ms [2020-12-05 20:11:29 main:581] : INFO : Epoch 871 | loss: 0.0310866 | val_loss: 0.0312009 | Time: 3199.86 ms [2020-12-05 20:11:32 main:581] : INFO : Epoch 872 | loss: 0.0310797 | val_loss: 0.0311945 | Time: 3190.12 ms [2020-12-05 20:11:35 main:581] : INFO : Epoch 873 | loss: 0.0310684 | val_loss: 0.0312105 | Time: 3157.68 ms [2020-12-05 20:11:39 main:581] : INFO : Epoch 874 | loss: 0.0310643 | val_loss: 0.0312557 | Time: 3136.41 ms [2020-12-05 20:11:42 main:581] : INFO : Epoch 875 | loss: 0.0317281 | val_loss: 0.0319759 | Time: 3167.98 ms [2020-12-05 20:11:45 main:581] : INFO : Epoch 876 | loss: 0.031954 | val_loss: 0.0317376 | Time: 3149.11 ms [2020-12-05 20:11:48 main:581] : INFO : Epoch 877 | loss: 0.031282 | val_loss: 0.0312592 | Time: 3159.15 ms [2020-12-05 20:11:51 main:581] : INFO : Epoch 878 | loss: 0.031102 | val_loss: 0.0312044 | Time: 3185.88 ms [2020-12-05 20:11:54 main:581] : INFO : Epoch 879 | loss: 0.0310723 | val_loss: 0.0312374 | Time: 3200.9 ms [2020-12-05 20:11:58 main:581] : INFO : Epoch 880 | loss: 0.0310536 | val_loss: 0.0312121 | Time: 3137.61 ms [2020-12-05 20:12:01 main:581] : INFO : Epoch 881 | loss: 0.0310454 | val_loss: 0.0312283 | Time: 3136.8 ms [2020-12-05 20:12:04 main:581] : INFO : Epoch 882 | loss: 0.0310565 | val_loss: 0.0312158 | Time: 3190.69 ms [2020-12-05 20:12:07 main:581] : INFO : Epoch 883 | loss: 0.0310563 | val_loss: 0.0312379 | Time: 3150.62 ms [2020-12-05 20:12:10 main:581] : INFO : Epoch 884 | loss: 0.0310685 | val_loss: 0.031203 | Time: 3138.13 ms [2020-12-05 20:12:13 main:581] : INFO : Epoch 885 | loss: 0.0310638 | val_loss: 0.0312341 | Time: 3231.08 ms [2020-12-05 20:12:17 main:581] : INFO : Epoch 886 | loss: 0.0310594 | val_loss: 0.0312197 | Time: 3123.61 ms [2020-12-05 20:12:20 main:581] : INFO : Epoch 887 | loss: 0.0310516 | val_loss: 0.0312112 | Time: 3124.38 ms [2020-12-05 20:12:23 main:581] : INFO : Epoch 888 | loss: 0.0310559 | val_loss: 0.0312318 | Time: 3142.39 ms [2020-12-05 20:12:26 main:581] : INFO : Epoch 889 | loss: 0.0310506 | val_loss: 0.0312233 | Time: 3175.47 ms [2020-12-05 20:12:29 main:581] : INFO : Epoch 890 | loss: 0.0310545 | val_loss: 0.0312207 | Time: 3173.23 ms [2020-12-05 20:12:32 main:581] : INFO : Epoch 891 | loss: 0.0310495 | val_loss: 0.0312242 | Time: 3132.58 ms [2020-12-05 20:12:35 main:581] : INFO : Epoch 892 | loss: 0.0310462 | val_loss: 0.0312285 | Time: 3154.48 ms [2020-12-05 20:12:39 main:581] : INFO : Epoch 893 | loss: 0.0310493 | val_loss: 0.0312209 | Time: 3142.88 ms [2020-12-05 20:12:42 main:581] : INFO : Epoch 894 | loss: 0.0310469 | val_loss: 0.0312279 | Time: 3160.8 ms [2020-12-05 20:12:45 main:581] : INFO : Epoch 895 | loss: 0.0310433 | val_loss: 0.0312388 | Time: 3170.56 ms [2020-12-05 20:12:48 main:581] : INFO : Epoch 896 | loss: 0.0310514 | val_loss: 0.0312086 | Time: 3200.56 ms [2020-12-05 20:12:51 main:581] : INFO : Epoch 897 | loss: 0.0310512 | val_loss: 0.0312073 | Time: 3182.51 ms [2020-12-05 20:12:54 main:581] : INFO : Epoch 898 | loss: 0.0310482 | val_loss: 0.0312309 | Time: 3155.97 ms [2020-12-05 20:12:58 main:581] : INFO : Epoch 899 | loss: 0.031046 | val_loss: 0.0312154 | Time: 3130.18 ms [2020-12-05 20:13:01 main:581] : INFO : Epoch 900 | loss: 0.0310404 | val_loss: 0.0312342 | Time: 3134.64 ms [2020-12-05 20:13:04 main:581] : INFO : Epoch 901 | loss: 0.0310407 | val_loss: 0.0312139 | Time: 3167.81 ms [2020-12-05 20:13:07 main:581] : INFO : Epoch 902 | loss: 0.0310691 | val_loss: 0.0311744 | Time: 3200.62 ms [2020-12-05 20:13:10 main:581] : INFO : Epoch 903 | loss: 0.0310895 | val_loss: 0.0312044 | Time: 3215.5 ms [2020-12-05 20:13:13 main:581] : INFO : Epoch 904 | loss: 0.0310837 | val_loss: 0.0311951 | Time: 3148.47 ms [2020-12-05 20:13:17 main:581] : INFO : Epoch 905 | loss: 0.0310712 | val_loss: 0.0312029 | Time: 3150.63 ms [2020-12-05 20:13:20 main:581] : INFO : Epoch 906 | loss: 0.0310606 | val_loss: 0.0312077 | Time: 3167.17 ms [2020-12-05 20:13:23 main:581] : INFO : Epoch 907 | loss: 0.0310506 | val_loss: 0.0312142 | Time: 3125.63 ms [2020-12-05 20:13:26 main:581] : INFO : Epoch 908 | loss: 0.0310491 | val_loss: 0.031221 | Time: 3169.16 ms [2020-12-05 20:13:29 main:581] : INFO : Epoch 909 | loss: 0.0310448 | val_loss: 0.0312128 | Time: 3199.9 ms [2020-12-05 20:13:32 main:581] : INFO : Epoch 910 | loss: 0.0310597 | val_loss: 0.0312022 | Time: 3191.53 ms [2020-12-05 20:13:36 main:581] : INFO : Epoch 911 | loss: 0.031055 | val_loss: 0.0312341 | Time: 3155.02 ms [2020-12-05 20:13:39 main:581] : INFO : Epoch 912 | loss: 0.0310878 | val_loss: 0.0311767 | Time: 3144.39 ms [2020-12-05 20:13:42 main:581] : INFO : Epoch 913 | loss: 0.0310952 | val_loss: 0.0311835 | Time: 3148.37 ms [2020-12-05 20:13:45 main:581] : INFO : Epoch 914 | loss: 0.0310822 | val_loss: 0.0311864 | Time: 3175.6 ms [2020-12-05 20:13:48 main:581] : INFO : Epoch 915 | loss: 0.0310675 | val_loss: 0.0311965 | Time: 3195.95 ms [2020-12-05 20:13:51 main:581] : INFO : Epoch 916 | loss: 0.0310628 | val_loss: 0.0311947 | Time: 3155.87 ms [2020-12-05 20:13:55 main:581] : INFO : Epoch 917 | loss: 0.031059 | val_loss: 0.0311993 | Time: 3150.92 ms [2020-12-05 20:13:58 main:581] : INFO : Epoch 918 | loss: 0.031062 | val_loss: 0.031185 | Time: 3173.4 ms [2020-12-05 20:14:01 main:581] : INFO : Epoch 919 | loss: 0.0310608 | val_loss: 0.0312076 | Time: 3167.42 ms [2020-12-05 20:14:04 main:581] : INFO : Epoch 920 | loss: 0.0310555 | val_loss: 0.0312067 | Time: 3155.66 ms [2020-12-05 20:14:07 main:581] : INFO : Epoch 921 | loss: 0.0310477 | val_loss: 0.0312173 | Time: 3167.96 ms [2020-12-05 20:14:10 main:581] : INFO : Epoch 922 | loss: 0.0310462 | val_loss: 0.0312238 | Time: 3192.79 ms [2020-12-05 20:14:14 main:581] : INFO : Epoch 923 | loss: 0.0310385 | val_loss: 0.0312119 | Time: 3119.06 ms [2020-12-05 20:14:17 main:581] : INFO : Epoch 924 | loss: 0.0310394 | val_loss: 0.0312362 | Time: 3184.53 ms [2020-12-05 20:14:20 main:581] : INFO : Epoch 925 | loss: 0.0310417 | val_loss: 0.0312427 | Time: 3219.31 ms [2020-12-05 20:14:23 main:581] : INFO : Epoch 926 | loss: 0.0310337 | val_loss: 0.0312432 | Time: 3146.49 ms [2020-12-05 20:14:26 main:581] : INFO : Epoch 927 | loss: 0.0310388 | val_loss: 0.0312166 | Time: 3130.38 ms [2020-12-05 20:14:29 main:581] : INFO : Epoch 928 | loss: 0.0310586 | val_loss: 0.0312159 | Time: 3173.52 ms [2020-12-05 20:14:33 main:581] : INFO : Epoch 929 | loss: 0.0310419 | val_loss: 0.0312163 | Time: 3212.53 ms [2020-12-05 20:14:36 main:581] : INFO : Epoch 930 | loss: 0.0310424 | val_loss: 0.031234 | Time: 3149.94 ms [2020-12-05 20:14:39 main:581] : INFO : Epoch 931 | loss: 0.03104 | val_loss: 0.0312392 | Time: 3140.72 ms [2020-12-05 20:14:42 main:581] : INFO : Epoch 932 | loss: 0.0310408 | val_loss: 0.0312298 | Time: 3223.16 ms [2020-12-05 20:14:45 main:581] : INFO : Epoch 933 | loss: 0.0310392 | val_loss: 0.0312374 | Time: 3155.78 ms [2020-12-05 20:14:48 main:581] : INFO : Epoch 934 | loss: 0.0310445 | val_loss: 0.0312337 | Time: 3142.28 ms [2020-12-05 20:14:52 main:581] : INFO : Epoch 935 | loss: 0.0310349 | val_loss: 0.0312222 | Time: 3139.15 ms [2020-12-05 20:14:55 main:581] : INFO : Epoch 936 | loss: 0.0310532 | val_loss: 0.0311991 | Time: 3174.99 ms [2020-12-05 20:14:58 main:581] : INFO : Epoch 937 | loss: 0.0310458 | val_loss: 0.031217 | Time: 3230.86 ms [2020-12-05 20:15:01 main:581] : INFO : Epoch 938 | loss: 0.0310502 | val_loss: 0.0311827 | Time: 3156.16 ms [2020-12-05 20:15:04 main:581] : INFO : Epoch 939 | loss: 0.0310651 | val_loss: 0.0312127 | Time: 3147.93 ms [2020-12-05 20:15:07 main:581] : INFO : Epoch 940 | loss: 0.0310471 | val_loss: 0.0312131 | Time: 3135.4 ms [2020-12-05 20:15:11 main:581] : INFO : Epoch 941 | loss: 0.0310443 | val_loss: 0.0312249 | Time: 3154.25 ms [2020-12-05 20:15:14 main:581] : INFO : Epoch 942 | loss: 0.0310418 | val_loss: 0.0312146 | Time: 3150.88 ms [2020-12-05 20:15:17 main:581] : INFO : Epoch 943 | loss: 0.0310418 | val_loss: 0.03121 | Time: 3150 ms [2020-12-05 20:15:20 main:581] : INFO : Epoch 944 | loss: 0.0310384 | val_loss: 0.0312178 | Time: 3198.65 ms [2020-12-05 20:15:23 main:581] : INFO : Epoch 945 | loss: 0.0310412 | val_loss: 0.0312397 | Time: 3180.95 ms [2020-12-05 20:15:26 main:581] : INFO : Epoch 946 | loss: 0.0310438 | val_loss: 0.0312382 | Time: 3154.82 ms [2020-12-05 20:15:30 main:581] : INFO : Epoch 947 | loss: 0.0310405 | val_loss: 0.0312267 | Time: 3128.57 ms [2020-12-05 20:15:33 main:581] : INFO : Epoch 948 | loss: 0.0310742 | val_loss: 0.031184 | Time: 3166.52 ms [2020-12-05 20:15:36 main:581] : INFO : Epoch 949 | loss: 0.0311013 | val_loss: 0.0311942 | Time: 3151.28 ms [2020-12-05 20:15:39 main:581] : INFO : Epoch 950 | loss: 0.0310895 | val_loss: 0.0311896 | Time: 3211.66 ms [2020-12-05 20:15:42 main:581] : INFO : Epoch 951 | loss: 0.0310745 | val_loss: 0.03121 | Time: 3202.86 ms [2020-12-05 20:15:45 main:581] : INFO : Epoch 952 | loss: 0.0310619 | val_loss: 0.0312053 | Time: 3161.53 ms [2020-12-05 20:15:49 main:581] : INFO : Epoch 953 | loss: 0.0310636 | val_loss: 0.0312038 | Time: 3152.72 ms [2020-12-05 20:15:52 main:581] : INFO : Epoch 954 | loss: 0.0310504 | val_loss: 0.031211 | Time: 3135.37 ms [2020-12-05 20:15:55 main:581] : INFO : Epoch 955 | loss: 0.031048 | val_loss: 0.0312185 | Time: 3186.16 ms [2020-12-05 20:15:58 main:581] : INFO : Epoch 956 | loss: 0.0310906 | val_loss: 0.0311776 | Time: 3168.08 ms [2020-12-05 20:16:01 main:581] : INFO : Epoch 957 | loss: 0.0310942 | val_loss: 0.0312103 | Time: 3153.09 ms [2020-12-05 20:16:04 main:581] : INFO : Epoch 958 | loss: 0.0310806 | val_loss: 0.0311808 | Time: 3176.06 ms [2020-12-05 20:16:08 main:581] : INFO : Epoch 959 | loss: 0.0310767 | val_loss: 0.0311872 | Time: 3143.15 ms [2020-12-05 20:16:11 main:581] : INFO : Epoch 960 | loss: 0.0310701 | val_loss: 0.0311854 | Time: 3137.15 ms [2020-12-05 20:16:14 main:581] : INFO : Epoch 961 | loss: 0.0310599 | val_loss: 0.031191 | Time: 3173.2 ms [2020-12-05 20:16:17 main:581] : INFO : Epoch 962 | loss: 0.0310504 | val_loss: 0.0312359 | Time: 3190.19 ms [2020-12-05 20:16:20 main:581] : INFO : Epoch 963 | loss: 0.0310447 | val_loss: 0.0312247 | Time: 3151.72 ms [2020-12-05 20:16:23 main:581] : INFO : Epoch 964 | loss: 0.0310414 | val_loss: 0.0312316 | Time: 3170.45 ms [2020-12-05 20:16:27 main:581] : INFO : Epoch 965 | loss: 0.0310483 | val_loss: 0.0312121 | Time: 3183.11 ms [2020-12-05 20:16:30 main:581] : INFO : Epoch 966 | loss: 0.0310566 | val_loss: 0.0312309 | Time: 3134.13 ms [2020-12-05 20:16:33 main:581] : INFO : Epoch 967 | loss: 0.0310691 | val_loss: 0.0312062 | Time: 3125.87 ms [2020-12-05 20:16:36 main:581] : INFO : Epoch 968 | loss: 0.0310614 | val_loss: 0.0312103 | Time: 3223.42 ms [2020-12-05 20:16:39 main:581] : INFO : Epoch 969 | loss: 0.0310545 | val_loss: 0.0312124 | Time: 3235.95 ms [2020-12-05 20:16:42 main:581] : INFO : Epoch 970 | loss: 0.0310435 | val_loss: 0.0312096 | Time: 3160.8 ms [2020-12-05 20:16:46 main:581] : INFO : Epoch 971 | loss: 0.0310391 | val_loss: 0.0312051 | Time: 3134.86 ms [2020-12-05 20:16:49 main:581] : INFO : Epoch 972 | loss: 0.0310315 | val_loss: 0.0312399 | Time: 3156.7 ms [2020-12-05 20:16:52 main:581] : INFO : Epoch 973 | loss: 0.0310474 | val_loss: 0.0312412 | Time: 3151.33 ms [2020-12-05 20:16:55 main:581] : INFO : Epoch 974 | loss: 0.031046 | val_loss: 0.0312546 | Time: 3157.52 ms [2020-12-05 20:16:58 main:581] : INFO : Epoch 975 | loss: 0.031045 | val_loss: 0.0312461 | Time: 3185.31 ms [2020-12-05 20:17:01 main:581] : INFO : Epoch 976 | loss: 0.0310435 | val_loss: 0.0312284 | Time: 3214.7 ms [2020-12-05 20:17:05 main:581] : INFO : Epoch 977 | loss: 0.0310355 | val_loss: 0.0312187 | Time: 3150.52 ms [2020-12-05 20:17:08 main:581] : INFO : Epoch 978 | loss: 0.0310538 | val_loss: 0.0312186 | Time: 3140.81 ms [2020-12-05 20:17:11 main:581] : INFO : Epoch 979 | loss: 0.0310455 | val_loss: 0.0312378 | Time: 3146.48 ms [2020-12-05 20:17:14 main:581] : INFO : Epoch 980 | loss: 0.0310493 | val_loss: 0.0312252 | Time: 3141.1 ms [2020-12-05 20:17:17 main:581] : INFO : Epoch 981 | loss: 0.0310416 | val_loss: 0.0312489 | Time: 3197.48 ms [2020-12-05 20:17:20 main:581] : INFO : Epoch 982 | loss: 0.0310402 | val_loss: 0.0312236 | Time: 3190.15 ms [2020-12-05 20:17:24 main:581] : INFO : Epoch 983 | loss: 0.0310393 | val_loss: 0.0312477 | Time: 3184.92 ms [2020-12-05 20:17:27 main:581] : INFO : Epoch 984 | loss: 0.0310324 | val_loss: 0.0312361 | Time: 3140.69 ms [2020-12-05 20:17:30 main:581] : INFO : Epoch 985 | loss: 0.0310316 | val_loss: 0.0312408 | Time: 3148.95 ms [2020-12-05 20:17:33 main:581] : INFO : Epoch 986 | loss: 0.0310281 | val_loss: 0.0312316 | Time: 3154.12 ms [2020-12-05 20:17:36 main:581] : INFO : Epoch 987 | loss: 0.0310376 | val_loss: 0.0312213 | Time: 3143 ms [2020-12-05 20:17:39 main:581] : INFO : Epoch 988 | loss: 0.0310383 | val_loss: 0.0312099 | Time: 3197.44 ms [2020-12-05 20:17:43 main:581] : INFO : Epoch 989 | loss: 0.0310461 | val_loss: 0.0312166 | Time: 3187.97 ms [2020-12-05 20:17:46 main:581] : INFO : Epoch 990 | loss: 0.0310347 | val_loss: 0.0312375 | Time: 3149.61 ms [2020-12-05 20:17:49 main:581] : INFO : Epoch 991 | loss: 0.031029 | val_loss: 0.0312352 | Time: 3157.04 ms [2020-12-05 20:17:52 main:581] : INFO : Epoch 992 | loss: 0.0310231 | val_loss: 0.0312571 | Time: 3148.33 ms [2020-12-05 20:17:55 main:581] : INFO : Epoch 993 | loss: 0.031032 | val_loss: 0.0312558 | Time: 3170.67 ms [2020-12-05 20:17:58 main:581] : INFO : Epoch 994 | loss: 0.0310425 | val_loss: 0.0312029 | Time: 3134.87 ms [2020-12-05 20:18:02 main:581] : INFO : Epoch 995 | loss: 0.0310423 | val_loss: 0.0312237 | Time: 3203.93 ms [2020-12-05 20:18:05 main:581] : INFO : Epoch 996 | loss: 0.0310542 | val_loss: 0.0312058 | Time: 3188.27 ms [2020-12-05 20:18:08 main:581] : INFO : Epoch 997 | loss: 0.0310636 | val_loss: 0.0312213 | Time: 3137.81 ms [2020-12-05 20:18:11 main:581] : INFO : Epoch 998 | loss: 0.0310528 | val_loss: 0.0312327 | Time: 3131.66 ms [2020-12-05 20:18:14 main:581] : INFO : Epoch 999 | loss: 0.0310485 | val_loss: 0.0312365 | Time: 3194.22 ms [2020-12-05 20:18:17 main:581] : INFO : Epoch 1000 | loss: 0.0310488 | val_loss: 0.0312372 | Time: 3216.46 ms [2020-12-05 20:18:21 main:581] : INFO : Epoch 1001 | loss: 0.0310429 | val_loss: 0.0312308 | Time: 3142.44 ms [2020-12-05 20:18:24 main:581] : INFO : Epoch 1002 | loss: 0.0310306 | val_loss: 0.031245 | Time: 3129.4 ms [2020-12-05 20:18:27 main:581] : INFO : Epoch 1003 | loss: 0.0310337 | val_loss: 0.0312277 | Time: 3154.5 ms [2020-12-05 20:18:30 main:581] : INFO : Epoch 1004 | loss: 0.0310361 | val_loss: 0.0312419 | Time: 3160.62 ms [2020-12-05 20:18:33 main:581] : INFO : Epoch 1005 | loss: 0.0310362 | val_loss: 0.0312279 | Time: 3192.46 ms [2020-12-05 20:18:36 main:581] : INFO : Epoch 1006 | loss: 0.0310242 | val_loss: 0.0312308 | Time: 3158.44 ms [2020-12-05 20:18:40 main:581] : INFO : Epoch 1007 | loss: 0.0310269 | val_loss: 0.0312541 | Time: 3173.56 ms [2020-12-05 20:18:43 main:581] : INFO : Epoch 1008 | loss: 0.0310365 | val_loss: 0.0312384 | Time: 3158.88 ms [2020-12-05 20:18:46 main:581] : INFO : Epoch 1009 | loss: 0.0310322 | val_loss: 0.0312109 | Time: 3162.74 ms [2020-12-05 20:18:49 main:581] : INFO : Epoch 1010 | loss: 0.0310396 | val_loss: 0.0312381 | Time: 3139.32 ms [2020-12-05 20:18:52 main:581] : INFO : Epoch 1011 | loss: 0.0310376 | val_loss: 0.0312191 | Time: 3149.78 ms [2020-12-05 20:18:55 main:581] : INFO : Epoch 1012 | loss: 0.0310609 | val_loss: 0.0311999 | Time: 3182.48 ms [2020-12-05 20:18:59 main:581] : INFO : Epoch 1013 | loss: 0.0311019 | val_loss: 0.0312034 | Time: 3204.48 ms [2020-12-05 20:19:02 main:581] : INFO : Epoch 1014 | loss: 0.0310923 | val_loss: 0.0312052 | Time: 3163.42 ms [2020-12-05 20:19:05 main:581] : INFO : Epoch 1015 | loss: 0.0310847 | val_loss: 0.0312265 | Time: 3150.73 ms [2020-12-05 20:19:08 main:581] : INFO : Epoch 1016 | loss: 0.0310696 | val_loss: 0.0312228 | Time: 3144.68 ms [2020-12-05 20:19:11 main:581] : INFO : Epoch 1017 | loss: 0.0310662 | val_loss: 0.0312198 | Time: 3154.19 ms [2020-12-05 20:19:14 main:581] : INFO : Epoch 1018 | loss: 0.0311179 | val_loss: 0.0311925 | Time: 3162.81 ms [2020-12-05 20:19:18 main:581] : INFO : Epoch 1019 | loss: 0.0311889 | val_loss: 0.0311798 | Time: 3182.72 ms [2020-12-05 20:19:21 main:581] : INFO : Epoch 1020 | loss: 0.0311791 | val_loss: 0.0311749 | Time: 3158.32 ms [2020-12-05 20:19:24 main:581] : INFO : Epoch 1021 | loss: 0.0311724 | val_loss: 0.0311744 | Time: 3181.16 ms [2020-12-05 20:19:27 main:581] : INFO : Epoch 1022 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 3164.42 ms [2020-12-05 20:19:30 main:581] : INFO : Epoch 1023 | loss: 0.0311612 | val_loss: 0.0311652 | Time: 3154.47 ms [2020-12-05 20:19:33 main:581] : INFO : Epoch 1024 | loss: 0.0311583 | val_loss: 0.0311623 | Time: 3140.52 ms [2020-12-05 20:19:33 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311623 [2020-12-05 20:19:33 main:610] : INFO : Saving end state to config to file [2020-12-05 20:19:33 main:615] : INFO : Success, exiting.. 20:19:33 (4168): 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)