Task 2958592
| Name | ParityModified-1605453506-16459-0_0 |
| Workunit | 1335215 |
| Created | 15 Nov 2020, 15:18:28 UTC |
| Sent | 20 Nov 2020, 13:43:33 UTC |
| Report deadline | 28 Nov 2020, 13:43:33 UTC |
| Received | 20 Nov 2020, 14:30:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3097 |
| Run time | 45 min 37 sec |
| CPU time | 43 min 51 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,641.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Epoch 514 | loss: 0.0310067 | val_loss: 0.031249 | Time: 2513.75 ms [2020-11-20 09:07:18 main:574] : INFO : Epoch 515 | loss: 0.0310052 | val_loss: 0.0312294 | Time: 2563.95 ms [2020-11-20 09:07:21 main:574] : INFO : Epoch 516 | loss: 0.0310082 | val_loss: 0.0312284 | Time: 2558.24 ms [2020-11-20 09:07:24 main:574] : INFO : Epoch 517 | loss: 0.031011 | val_loss: 0.0312513 | Time: 2558.72 ms [2020-11-20 09:07:26 main:574] : INFO : Epoch 518 | loss: 0.0310097 | val_loss: 0.0312468 | Time: 2560.24 ms [2020-11-20 09:07:29 main:574] : INFO : Epoch 519 | loss: 0.0310179 | val_loss: 0.0312461 | Time: 2557.94 ms [2020-11-20 09:07:31 main:574] : INFO : Epoch 520 | loss: 0.0310133 | val_loss: 0.0312415 | Time: 2563.34 ms [2020-11-20 09:07:34 main:574] : INFO : Epoch 521 | loss: 0.0310134 | val_loss: 0.0312472 | Time: 2550.99 ms [2020-11-20 09:07:37 main:574] : INFO : Epoch 522 | loss: 0.0310076 | val_loss: 0.0312302 | Time: 2511.91 ms [2020-11-20 09:07:39 main:574] : INFO : Epoch 523 | loss: 0.031011 | val_loss: 0.0312341 | Time: 2548.82 ms [2020-11-20 09:07:42 main:574] : INFO : Epoch 524 | loss: 0.0310222 | val_loss: 0.0312299 | Time: 2551.63 ms [2020-11-20 09:07:44 main:574] : INFO : Epoch 525 | loss: 0.0310195 | val_loss: 0.0312466 | Time: 2569.17 ms [2020-11-20 09:07:47 main:574] : INFO : Epoch 526 | loss: 0.0310124 | val_loss: 0.0312248 | Time: 2571.36 ms [2020-11-20 09:07:50 main:574] : INFO : Epoch 527 | loss: 0.0310166 | val_loss: 0.0312461 | Time: 2546.36 ms [2020-11-20 09:07:52 main:574] : INFO : Epoch 528 | loss: 0.0310098 | val_loss: 0.0312331 | Time: 2564.31 ms [2020-11-20 09:07:55 main:574] : INFO : Epoch 529 | loss: 0.0310087 | val_loss: 0.0312381 | Time: 2551.2 ms [2020-11-20 09:07:57 main:574] : INFO : Epoch 530 | loss: 0.0310054 | val_loss: 0.0312397 | Time: 2555.16 ms [2020-11-20 09:08:00 main:574] : INFO : Epoch 531 | loss: 0.0310088 | val_loss: 0.0312745 | Time: 2576.51 ms [2020-11-20 09:08:03 main:574] : INFO : Epoch 532 | loss: 0.0310124 | val_loss: 0.0312109 | Time: 2578.13 ms [2020-11-20 09:08:05 main:574] : INFO : Epoch 533 | loss: 0.0310195 | val_loss: 0.0312493 | Time: 2545 ms [2020-11-20 09:08:08 main:574] : INFO : Epoch 534 | loss: 0.0310114 | val_loss: 0.0312717 | Time: 2511.11 ms [2020-11-20 09:08:10 main:574] : INFO : Epoch 535 | loss: 0.0310098 | val_loss: 0.0312184 | Time: 2519.41 ms [2020-11-20 09:08:13 main:574] : INFO : Epoch 536 | loss: 0.0310079 | val_loss: 0.0312571 | Time: 2532.47 ms [2020-11-20 09:08:16 main:574] : INFO : Epoch 537 | loss: 0.0310129 | val_loss: 0.031231 | Time: 2521.92 ms [2020-11-20 09:08:18 main:574] : INFO : Epoch 538 | loss: 0.031006 | val_loss: 0.0312416 | Time: 2542.2 ms [2020-11-20 09:08:21 main:574] : INFO : Epoch 539 | loss: 0.031006 | val_loss: 0.0312413 | Time: 2539.4 ms [2020-11-20 09:08:23 main:574] : INFO : Epoch 540 | loss: 0.0310087 | val_loss: 0.0312426 | Time: 2556.47 ms [2020-11-20 09:08:26 main:574] : INFO : Epoch 541 | loss: 0.0310069 | val_loss: 0.0312407 | Time: 2545.84 ms [2020-11-20 09:08:29 main:574] : INFO : Epoch 542 | loss: 0.031004 | val_loss: 0.0312646 | Time: 2556.83 ms [2020-11-20 09:08:31 main:574] : INFO : Epoch 543 | loss: 0.0310114 | val_loss: 0.0312107 | Time: 2537.34 ms [2020-11-20 09:08:34 main:574] : INFO : Epoch 544 | loss: 0.0310299 | val_loss: 0.031246 | Time: 2525.64 ms [2020-11-20 09:08:36 main:574] : INFO : Epoch 545 | loss: 0.0310096 | val_loss: 0.0312718 | Time: 2539.58 ms [2020-11-20 09:08:39 main:574] : INFO : Epoch 546 | loss: 0.0310049 | val_loss: 0.0312281 | Time: 2529.39 ms [2020-11-20 09:08:42 main:574] : INFO : Epoch 547 | loss: 0.0310068 | val_loss: 0.0312745 | Time: 2529.19 ms [2020-11-20 09:08:44 main:574] : INFO : Epoch 548 | loss: 0.0310087 | val_loss: 0.0312506 | Time: 2516.85 ms [2020-11-20 09:08:47 main:574] : INFO : Epoch 549 | loss: 0.0310067 | val_loss: 0.0312314 | Time: 2524.79 ms [2020-11-20 09:08:49 main:574] : INFO : Epoch 550 | loss: 0.0310062 | val_loss: 0.0312602 | Time: 2531.84 ms [2020-11-20 09:08:52 main:574] : INFO : Epoch 551 | loss: 0.0310131 | val_loss: 0.0312442 | Time: 2571.88 ms [2020-11-20 09:08:55 main:574] : INFO : Epoch 552 | loss: 0.0310424 | val_loss: 0.0312291 | Time: 2568.29 ms [2020-11-20 09:08:57 main:574] : INFO : Epoch 553 | loss: 0.0310235 | val_loss: 0.0312413 | Time: 2549.07 ms [2020-11-20 09:09:00 main:574] : INFO : Epoch 554 | loss: 0.0310168 | val_loss: 0.031228 | Time: 2581.27 ms [2020-11-20 09:09:02 main:574] : INFO : Epoch 555 | loss: 0.0310092 | val_loss: 0.0312552 | Time: 2560.86 ms [2020-11-20 09:09:05 main:574] : INFO : Epoch 556 | loss: 0.0310041 | val_loss: 0.0312331 | Time: 2563.91 ms [2020-11-20 09:09:08 main:574] : INFO : Epoch 557 | loss: 0.0310067 | val_loss: 0.031243 | Time: 2604.6 ms [2020-11-20 09:09:10 main:574] : INFO : Epoch 558 | loss: 0.0310107 | val_loss: 0.0312529 | Time: 2542.3 ms [2020-11-20 09:09:13 main:574] : INFO : Epoch 559 | loss: 0.0310098 | val_loss: 0.0312681 | Time: 2543.72 ms [2020-11-20 09:09:15 main:574] : INFO : Epoch 560 | loss: 0.0310047 | val_loss: 0.031233 | Time: 2521.62 ms [2020-11-20 09:09:18 main:574] : INFO : Epoch 561 | loss: 0.0310084 | val_loss: 0.0312652 | Time: 2513.08 ms [2020-11-20 09:09:21 main:574] : INFO : Epoch 562 | loss: 0.0310027 | val_loss: 0.0312575 | Time: 2589.61 ms [2020-11-20 09:09:23 main:574] : INFO : Epoch 563 | loss: 0.0310038 | val_loss: 0.0312485 | Time: 2552.8 ms [2020-11-20 09:09:26 main:574] : INFO : Epoch 564 | loss: 0.0310189 | val_loss: 0.0312363 | Time: 2523.21 ms [2020-11-20 09:09:28 main:574] : INFO : Epoch 565 | loss: 0.0310095 | val_loss: 0.0312613 | Time: 2531.66 ms [2020-11-20 09:09:31 main:574] : INFO : Epoch 566 | loss: 0.0310068 | val_loss: 0.0312426 | Time: 2536.1 ms [2020-11-20 09:09:34 main:574] : INFO : Epoch 567 | loss: 0.0310093 | val_loss: 0.0312157 | Time: 2552.23 ms [2020-11-20 09:09:36 main:574] : INFO : Epoch 568 | loss: 0.0310054 | val_loss: 0.0312506 | Time: 2536.49 ms [2020-11-20 09:09:39 main:574] : INFO : Epoch 569 | loss: 0.0310058 | val_loss: 0.0312226 | Time: 2525.03 ms [2020-11-20 09:09:41 main:574] : INFO : Epoch 570 | loss: 0.0310097 | val_loss: 0.0312456 | Time: 2526.38 ms [2020-11-20 09:09:44 main:574] : INFO : Epoch 571 | loss: 0.0310167 | val_loss: 0.0312353 | Time: 2532 ms [2020-11-20 09:09:47 main:574] : INFO : Epoch 572 | loss: 0.0310193 | val_loss: 0.0312386 | Time: 2517.51 ms [2020-11-20 09:09:49 main:574] : INFO : Epoch 573 | loss: 0.0310091 | val_loss: 0.0312436 | Time: 2643 ms [2020-11-20 09:09:52 main:574] : INFO : Epoch 574 | loss: 0.0310084 | val_loss: 0.0312355 | Time: 2535.41 ms [2020-11-20 09:09:54 main:574] : INFO : Epoch 575 | loss: 0.0310078 | val_loss: 0.0312518 | Time: 2529.69 ms [2020-11-20 09:09:57 main:574] : INFO : Epoch 576 | loss: 0.031017 | val_loss: 0.031218 | Time: 2534.54 ms [2020-11-20 09:10:00 main:574] : INFO : Epoch 577 | loss: 0.0310172 | val_loss: 0.0312129 | Time: 2522.9 ms [2020-11-20 09:10:02 main:574] : INFO : Epoch 578 | loss: 0.0310093 | val_loss: 0.0312514 | Time: 2546.82 ms [2020-11-20 09:10:05 main:574] : INFO : Epoch 579 | loss: 0.0310127 | val_loss: 0.0312228 | Time: 2583.53 ms [2020-11-20 09:10:07 main:574] : INFO : Epoch 580 | loss: 0.0310191 | val_loss: 0.031225 | Time: 2521.47 ms [2020-11-20 09:10:10 main:574] : INFO : Epoch 581 | loss: 0.0310125 | val_loss: 0.0312182 | Time: 2537.32 ms [2020-11-20 09:10:13 main:574] : INFO : Epoch 582 | loss: 0.031013 | val_loss: 0.0312445 | Time: 2512.65 ms [2020-11-20 09:10:15 main:574] : INFO : Epoch 583 | loss: 0.0310086 | val_loss: 0.0312494 | Time: 2534.21 ms [2020-11-20 09:10:18 main:574] : INFO : Epoch 584 | loss: 0.0310053 | val_loss: 0.0312541 | Time: 2543.48 ms [2020-11-20 09:10:20 main:574] : INFO : Epoch 585 | loss: 0.0310013 | val_loss: 0.0312322 | Time: 2533.32 ms [2020-11-20 09:10:23 main:574] : INFO : Epoch 586 | loss: 0.0310028 | val_loss: 0.0312337 | Time: 2548.88 ms [2020-11-20 09:10:26 main:574] : INFO : Epoch 587 | loss: 0.0310012 | val_loss: 0.0312541 | Time: 2552.67 ms [2020-11-20 09:10:28 main:574] : INFO : Epoch 588 | loss: 0.0310052 | val_loss: 0.031246 | Time: 2554.01 ms [2020-11-20 09:10:31 main:574] : INFO : Epoch 589 | loss: 0.0310151 | val_loss: 0.0312298 | Time: 2558.28 ms [2020-11-20 09:10:33 main:574] : INFO : Epoch 590 | loss: 0.0310106 | val_loss: 0.0312289 | Time: 2573.79 ms [2020-11-20 09:10:36 main:574] : INFO : Epoch 591 | loss: 0.031014 | val_loss: 0.0312411 | Time: 2550.95 ms [2020-11-20 09:10:39 main:574] : INFO : Epoch 592 | loss: 0.0310436 | val_loss: 0.0312151 | Time: 2527.07 ms [2020-11-20 09:10:41 main:574] : INFO : Epoch 593 | loss: 0.0310228 | val_loss: 0.031223 | Time: 2520.01 ms [2020-11-20 09:10:44 main:574] : INFO : Epoch 594 | loss: 0.0310034 | val_loss: 0.0312631 | Time: 2525.4 ms [2020-11-20 09:10:46 main:574] : INFO : Epoch 595 | loss: 0.0310035 | val_loss: 0.0312382 | Time: 2529.2 ms [2020-11-20 09:10:49 main:574] : INFO : Epoch 596 | loss: 0.0309982 | val_loss: 0.0312432 | Time: 2532.25 ms [2020-11-20 09:10:52 main:574] : INFO : Epoch 597 | loss: 0.0310063 | val_loss: 0.0312622 | Time: 2534.52 ms [2020-11-20 09:10:54 main:574] : INFO : Epoch 598 | loss: 0.0309998 | val_loss: 0.0312371 | Time: 2514 ms [2020-11-20 09:10:57 main:574] : INFO : Epoch 599 | loss: 0.031006 | val_loss: 0.0312835 | Time: 2518.54 ms [2020-11-20 09:10:59 main:574] : INFO : Epoch 600 | loss: 0.0310251 | val_loss: 0.0312694 | Time: 2522.11 ms [2020-11-20 09:11:02 main:574] : INFO : Epoch 601 | loss: 0.0310171 | val_loss: 0.0312495 | Time: 2541.71 ms [2020-11-20 09:11:05 main:574] : INFO : Epoch 602 | loss: 0.0310096 | val_loss: 0.0312501 | Time: 2569.08 ms [2020-11-20 09:11:07 main:574] : INFO : Epoch 603 | loss: 0.031005 | val_loss: 0.0312535 | Time: 2548.97 ms [2020-11-20 09:11:10 main:574] : INFO : Epoch 604 | loss: 0.0310062 | val_loss: 0.0312238 | Time: 2548.04 ms [2020-11-20 09:11:12 main:574] : INFO : Epoch 605 | loss: 0.0310096 | val_loss: 0.0312323 | Time: 2529.61 ms [2020-11-20 09:11:15 main:574] : INFO : Epoch 606 | loss: 0.0310161 | val_loss: 0.0312361 | Time: 2591.79 ms [2020-11-20 09:11:18 main:574] : INFO : Epoch 607 | loss: 0.0310148 | val_loss: 0.0312645 | Time: 2526.63 ms [2020-11-20 09:11:20 main:574] : INFO : Epoch 608 | loss: 0.0310091 | val_loss: 0.031273 | Time: 2534.36 ms [2020-11-20 09:11:23 main:574] : INFO : Epoch 609 | loss: 0.0310171 | val_loss: 0.0312353 | Time: 2567.1 ms [2020-11-20 09:11:25 main:574] : INFO : Epoch 610 | loss: 0.03101 | val_loss: 0.0312271 | Time: 2517.94 ms [2020-11-20 09:11:28 main:574] : INFO : Epoch 611 | loss: 0.0310032 | val_loss: 0.0312499 | Time: 2528.29 ms [2020-11-20 09:11:31 main:574] : INFO : Epoch 612 | loss: 0.0310034 | val_loss: 0.0312564 | Time: 2540.16 ms [2020-11-20 09:11:33 main:574] : INFO : Epoch 613 | loss: 0.0310088 | val_loss: 0.0312267 | Time: 2519.8 ms [2020-11-20 09:11:36 main:574] : INFO : Epoch 614 | loss: 0.0310125 | val_loss: 0.0312387 | Time: 2531.9 ms [2020-11-20 09:11:38 main:574] : INFO : Epoch 615 | loss: 0.0310026 | val_loss: 0.0312427 | Time: 2534.49 ms [2020-11-20 09:11:41 main:574] : INFO : Epoch 616 | loss: 0.0310073 | val_loss: 0.0312491 | Time: 2536.55 ms [2020-11-20 09:11:43 main:574] : INFO : Epoch 617 | loss: 0.0310016 | val_loss: 0.0312455 | Time: 2523.3 ms [2020-11-20 09:11:46 main:574] : INFO : Epoch 618 | loss: 0.031007 | val_loss: 0.0312284 | Time: 2546.45 ms [2020-11-20 09:11:49 main:574] : INFO : Epoch 619 | loss: 0.0310246 | val_loss: 0.0312561 | Time: 2523.05 ms [2020-11-20 09:11:51 main:574] : INFO : Epoch 620 | loss: 0.0310139 | val_loss: 0.0312447 | Time: 2531.48 ms [2020-11-20 09:11:54 main:574] : INFO : Epoch 621 | loss: 0.0310031 | val_loss: 0.0312532 | Time: 2521.44 ms [2020-11-20 09:11:56 main:574] : INFO : Epoch 622 | loss: 0.0309965 | val_loss: 0.0312485 | Time: 2538.07 ms [2020-11-20 09:11:59 main:574] : INFO : Epoch 623 | loss: 0.0309994 | val_loss: 0.0312432 | Time: 2557.7 ms [2020-11-20 09:12:02 main:574] : INFO : Epoch 624 | loss: 0.0310116 | val_loss: 0.0312372 | Time: 2530.43 ms [2020-11-20 09:12:04 main:574] : INFO : Epoch 625 | loss: 0.0310039 | val_loss: 0.0312674 | Time: 2529.89 ms [2020-11-20 09:12:07 main:574] : INFO : Epoch 626 | loss: 0.0310078 | val_loss: 0.0312423 | Time: 2524.23 ms [2020-11-20 09:12:09 main:574] : INFO : Epoch 627 | loss: 0.0309987 | val_loss: 0.0312678 | Time: 2527.53 ms [2020-11-20 09:12:12 main:574] : INFO : Epoch 628 | loss: 0.0310136 | val_loss: 0.0312881 | Time: 2516.04 ms [2020-11-20 09:12:15 main:574] : INFO : Epoch 629 | loss: 0.0310146 | val_loss: 0.0312526 | Time: 2522.46 ms [2020-11-20 09:12:17 main:574] : INFO : Epoch 630 | loss: 0.0310031 | val_loss: 0.0312543 | Time: 2532.39 ms [2020-11-20 09:12:20 main:574] : INFO : Epoch 631 | loss: 0.0309992 | val_loss: 0.0312518 | Time: 2521.99 ms [2020-11-20 09:12:22 main:574] : INFO : Epoch 632 | loss: 0.0310059 | val_loss: 0.0312277 | Time: 2517.64 ms [2020-11-20 09:12:25 main:574] : INFO : Epoch 633 | loss: 0.0310056 | val_loss: 0.0312373 | Time: 2522.26 ms [2020-11-20 09:12:27 main:574] : INFO : Epoch 634 | loss: 0.0310014 | val_loss: 0.0312398 | Time: 2534.45 ms [2020-11-20 09:12:30 main:574] : INFO : Epoch 635 | loss: 0.0310041 | val_loss: 0.0312433 | Time: 2514.97 ms [2020-11-20 09:12:33 main:574] : INFO : Epoch 636 | loss: 0.0310038 | val_loss: 0.0312692 | Time: 2528.63 ms [2020-11-20 09:12:35 main:574] : INFO : Epoch 637 | loss: 0.0310113 | val_loss: 0.0312495 | Time: 2520.66 ms [2020-11-20 09:12:38 main:574] : INFO : Epoch 638 | loss: 0.0310075 | val_loss: 0.0312262 | Time: 2525.5 ms [2020-11-20 09:12:40 main:574] : INFO : Epoch 639 | loss: 0.0310015 | val_loss: 0.0312509 | Time: 2527.69 ms [2020-11-20 09:12:43 main:574] : INFO : Epoch 640 | loss: 0.0310021 | val_loss: 0.0312505 | Time: 2519.78 ms [2020-11-20 09:12:45 main:574] : INFO : Epoch 641 | loss: 0.0310088 | val_loss: 0.0312355 | Time: 2527.83 ms [2020-11-20 09:12:48 main:574] : INFO : Epoch 642 | loss: 0.0310103 | val_loss: 0.0312632 | Time: 2739.73 ms [2020-11-20 09:12:51 main:574] : INFO : Epoch 643 | loss: 0.0310068 | val_loss: 0.0312404 | Time: 2545.63 ms [2020-11-20 09:12:53 main:574] : INFO : Epoch 644 | loss: 0.0310024 | val_loss: 0.0312711 | Time: 2548.54 ms [2020-11-20 09:12:56 main:574] : INFO : Epoch 645 | loss: 0.0310104 | val_loss: 0.031254 | Time: 2514.6 ms [2020-11-20 09:12:59 main:574] : INFO : Epoch 646 | loss: 0.0310109 | val_loss: 0.0312002 | Time: 2521.3 ms [2020-11-20 09:13:01 main:574] : INFO : Epoch 647 | loss: 0.031027 | val_loss: 0.0312306 | Time: 2514.72 ms [2020-11-20 09:13:04 main:574] : INFO : Epoch 648 | loss: 0.0310133 | val_loss: 0.0312381 | Time: 2531.35 ms [2020-11-20 09:13:06 main:574] : INFO : Epoch 649 | loss: 0.0310101 | val_loss: 0.0312294 | Time: 2528.1 ms [2020-11-20 09:13:09 main:574] : INFO : Epoch 650 | loss: 0.0310067 | val_loss: 0.0312351 | Time: 2993.76 ms [2020-11-20 09:13:12 main:574] : INFO : Epoch 651 | loss: 0.030998 | val_loss: 0.0312547 | Time: 2516.44 ms [2020-11-20 09:13:15 main:574] : INFO : Epoch 652 | loss: 0.0310007 | val_loss: 0.0312663 | Time: 2537.52 ms [2020-11-20 09:13:17 main:574] : INFO : Epoch 653 | loss: 0.0309979 | val_loss: 0.0312562 | Time: 2522.24 ms [2020-11-20 09:13:20 main:574] : INFO : Epoch 654 | loss: 0.0310012 | val_loss: 0.0312283 | Time: 2540.09 ms [2020-11-20 09:13:22 main:574] : INFO : Epoch 655 | loss: 0.0310112 | val_loss: 0.0312366 | Time: 2591.75 ms [2020-11-20 09:13:25 main:574] : INFO : Epoch 656 | loss: 0.0310073 | val_loss: 0.0312368 | Time: 2552.41 ms [2020-11-20 09:13:28 main:574] : INFO : Epoch 657 | loss: 0.0310002 | val_loss: 0.0312429 | Time: 2553.63 ms [2020-11-20 09:13:30 main:574] : INFO : Epoch 658 | loss: 0.031002 | val_loss: 0.0312317 | Time: 2551.5 ms [2020-11-20 09:13:33 main:574] : INFO : Epoch 659 | loss: 0.0310044 | val_loss: 0.0312376 | Time: 2569.51 ms [2020-11-20 09:13:35 main:574] : INFO : Epoch 660 | loss: 0.0309989 | val_loss: 0.0312623 | Time: 2522.02 ms [2020-11-20 09:13:38 main:574] : INFO : Epoch 661 | loss: 0.0310073 | val_loss: 0.0312094 | Time: 2550.09 ms [2020-11-20 09:13:41 main:574] : INFO : Epoch 662 | loss: 0.0310252 | val_loss: 0.0312366 | Time: 2556.64 ms [2020-11-20 09:13:43 main:574] : INFO : Epoch 663 | loss: 0.0310135 | val_loss: 0.0312495 | Time: 2556.69 ms [2020-11-20 09:13:46 main:574] : INFO : Epoch 664 | loss: 0.0310053 | val_loss: 0.0312403 | Time: 2553.02 ms [2020-11-20 09:13:49 main:574] : INFO : Epoch 665 | loss: 0.0309976 | val_loss: 0.0312393 | Time: 2549.51 ms [2020-11-20 09:13:51 main:574] : INFO : Epoch 666 | loss: 0.0309981 | val_loss: 0.0312613 | Time: 2561.34 ms [2020-11-20 09:13:54 main:574] : INFO : Epoch 667 | loss: 0.0309976 | val_loss: 0.0312343 | Time: 2526.85 ms [2020-11-20 09:13:56 main:574] : INFO : Epoch 668 | loss: 0.0310031 | val_loss: 0.031261 | Time: 2536.55 ms [2020-11-20 09:13:59 main:574] : INFO : Epoch 669 | loss: 0.0310047 | val_loss: 0.0312366 | Time: 2520.34 ms [2020-11-20 09:14:02 main:574] : INFO : Epoch 670 | loss: 0.0311051 | val_loss: 0.0312357 | Time: 2530.58 ms [2020-11-20 09:14:04 main:574] : INFO : Epoch 671 | loss: 0.0312424 | val_loss: 0.0312525 | Time: 2531.02 ms [2020-11-20 09:14:07 main:574] : INFO : Epoch 672 | loss: 0.0312194 | val_loss: 0.0312044 | Time: 2528.92 ms [2020-11-20 09:14:09 main:574] : INFO : Epoch 673 | loss: 0.0311866 | val_loss: 0.0311889 | Time: 2616.15 ms [2020-11-20 09:14:12 main:574] : INFO : Epoch 674 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 2574.6 ms [2020-11-20 09:14:15 main:574] : INFO : Epoch 675 | loss: 0.0311617 | val_loss: 0.0311772 | Time: 2536.76 ms [2020-11-20 09:14:17 main:574] : INFO : Epoch 676 | loss: 0.0311618 | val_loss: 0.0311921 | Time: 2546.18 ms [2020-11-20 09:14:20 main:574] : INFO : Epoch 677 | loss: 0.0311562 | val_loss: 0.0311856 | Time: 2538.94 ms [2020-11-20 09:14:22 main:574] : INFO : Epoch 678 | loss: 0.0311565 | val_loss: 0.0311733 | Time: 2550.69 ms [2020-11-20 09:14:25 main:574] : INFO : Epoch 679 | loss: 0.0311472 | val_loss: 0.0311699 | Time: 2527.9 ms [2020-11-20 09:14:28 main:574] : INFO : Epoch 680 | loss: 0.0311436 | val_loss: 0.031173 | Time: 2521.01 ms [2020-11-20 09:14:30 main:574] : INFO : Epoch 681 | loss: 0.0311425 | val_loss: 0.0311716 | Time: 2522.58 ms [2020-11-20 09:14:33 main:574] : INFO : Epoch 682 | loss: 0.0311405 | val_loss: 0.0311704 | Time: 2539.44 ms [2020-11-20 09:14:35 main:574] : INFO : Epoch 683 | loss: 0.0311366 | val_loss: 0.03117 | Time: 2569.5 ms [2020-11-20 09:14:38 main:574] : INFO : Epoch 684 | loss: 0.0311365 | val_loss: 0.0311711 | Time: 2575.28 ms [2020-11-20 09:14:41 main:574] : INFO : Epoch 685 | loss: 0.0311333 | val_loss: 0.0311703 | Time: 2527.58 ms [2020-11-20 09:14:43 main:574] : INFO : Epoch 686 | loss: 0.0311314 | val_loss: 0.0311693 | Time: 2525.58 ms [2020-11-20 09:14:46 main:574] : INFO : Epoch 687 | loss: 0.0311302 | val_loss: 0.0311706 | Time: 2524.8 ms [2020-11-20 09:14:48 main:574] : INFO : Epoch 688 | loss: 0.0311292 | val_loss: 0.0311705 | Time: 2519.59 ms [2020-11-20 09:14:51 main:574] : INFO : Epoch 689 | loss: 0.0311277 | val_loss: 0.0311679 | Time: 2541.26 ms [2020-11-20 09:14:54 main:574] : INFO : Epoch 690 | loss: 0.0311279 | val_loss: 0.0311695 | Time: 2517.24 ms [2020-11-20 09:14:56 main:574] : INFO : Epoch 691 | loss: 0.0311258 | val_loss: 0.0311746 | Time: 2525.6 ms [2020-11-20 09:14:59 main:574] : INFO : Epoch 692 | loss: 0.0311239 | val_loss: 0.0311642 | Time: 2553.43 ms [2020-11-20 09:15:01 main:574] : INFO : Epoch 693 | loss: 0.0311221 | val_loss: 0.031164 | Time: 2570.95 ms [2020-11-20 09:15:04 main:574] : INFO : Epoch 694 | loss: 0.0311186 | val_loss: 0.0311691 | Time: 2552.7 ms [2020-11-20 09:15:07 main:574] : INFO : Epoch 695 | loss: 0.0311168 | val_loss: 0.031174 | Time: 2534.52 ms [2020-11-20 09:15:09 main:574] : INFO : Epoch 696 | loss: 0.0311162 | val_loss: 0.0311734 | Time: 2553.28 ms [2020-11-20 09:15:12 main:574] : INFO : Epoch 697 | loss: 0.0311163 | val_loss: 0.0311669 | Time: 2541.65 ms [2020-11-20 09:15:14 main:574] : INFO : Epoch 698 | loss: 0.0311156 | val_loss: 0.0311731 | Time: 2530.51 ms [2020-11-20 09:15:17 main:574] : INFO : Epoch 699 | loss: 0.031113 | val_loss: 0.0311733 | Time: 2527.36 ms [2020-11-20 09:15:20 main:574] : INFO : Epoch 700 | loss: 0.0311141 | val_loss: 0.0311701 | Time: 2521.25 ms [2020-11-20 09:15:22 main:574] : INFO : Epoch 701 | loss: 0.0311102 | val_loss: 0.031173 | Time: 2517.37 ms [2020-11-20 09:15:25 main:574] : INFO : Epoch 702 | loss: 0.0311087 | val_loss: 0.0311772 | Time: 2526.44 ms [2020-11-20 09:15:27 main:574] : INFO : Epoch 703 | loss: 0.0311098 | val_loss: 0.0311694 | Time: 2520.34 ms [2020-11-20 09:15:30 main:574] : INFO : Epoch 704 | loss: 0.0311084 | val_loss: 0.0311719 | Time: 2529.41 ms [2020-11-20 09:15:32 main:574] : INFO : Epoch 705 | loss: 0.0311081 | val_loss: 0.0311715 | Time: 2529.19 ms [2020-11-20 09:15:35 main:574] : INFO : Epoch 706 | loss: 0.0311055 | val_loss: 0.0311767 | Time: 2518.63 ms [2020-11-20 09:15:38 main:574] : INFO : Epoch 707 | loss: 0.0311057 | val_loss: 0.0311767 | Time: 2527.28 ms [2020-11-20 09:15:40 main:574] : INFO : Epoch 708 | loss: 0.0311055 | val_loss: 0.0311739 | Time: 2542.42 ms [2020-11-20 09:15:43 main:574] : INFO : Epoch 709 | loss: 0.0311035 | val_loss: 0.0311788 | Time: 2532.26 ms [2020-11-20 09:15:45 main:574] : INFO : Epoch 710 | loss: 0.0311049 | val_loss: 0.031172 | Time: 2524.48 ms [2020-11-20 09:15:48 main:574] : INFO : Epoch 711 | loss: 0.0311071 | val_loss: 0.0311723 | Time: 2532.34 ms [2020-11-20 09:15:50 main:574] : INFO : Epoch 712 | loss: 0.031107 | val_loss: 0.0311812 | Time: 2530.39 ms [2020-11-20 09:15:53 main:574] : INFO : Epoch 713 | loss: 0.0311036 | val_loss: 0.0311738 | Time: 2529.23 ms [2020-11-20 09:15:56 main:574] : INFO : Epoch 714 | loss: 0.0311045 | val_loss: 0.0311738 | Time: 2516.12 ms [2020-11-20 09:15:58 main:574] : INFO : Epoch 715 | loss: 0.0311008 | val_loss: 0.031185 | Time: 2520.96 ms [2020-11-20 09:16:01 main:574] : INFO : Epoch 716 | loss: 0.0311024 | val_loss: 0.0311775 | Time: 2538.94 ms [2020-11-20 09:16:03 main:574] : INFO : Epoch 717 | loss: 0.0310985 | val_loss: 0.0311731 | Time: 2524.53 ms [2020-11-20 09:16:06 main:574] : INFO : Epoch 718 | loss: 0.0310993 | val_loss: 0.0311765 | Time: 2507.86 ms [2020-11-20 09:16:09 main:574] : INFO : Epoch 719 | loss: 0.0311009 | val_loss: 0.0311796 | Time: 2530.72 ms [2020-11-20 09:16:11 main:574] : INFO : Epoch 720 | loss: 0.0310988 | val_loss: 0.031182 | Time: 2524.49 ms [2020-11-20 09:16:14 main:574] : INFO : Epoch 721 | loss: 0.0310976 | val_loss: 0.0311825 | Time: 2539.65 ms [2020-11-20 09:16:16 main:574] : INFO : Epoch 722 | loss: 0.0310966 | val_loss: 0.0311844 | Time: 2516.79 ms [2020-11-20 09:16:19 main:574] : INFO : Epoch 723 | loss: 0.0310988 | val_loss: 0.0311813 | Time: 2520.04 ms [2020-11-20 09:16:22 main:574] : INFO : Epoch 724 | loss: 0.0310981 | val_loss: 0.0311765 | Time: 2550.08 ms [2020-11-20 09:16:24 main:574] : INFO : Epoch 725 | loss: 0.0310958 | val_loss: 0.0311859 | Time: 2535.31 ms [2020-11-20 09:16:27 main:574] : INFO : Epoch 726 | loss: 0.0310967 | val_loss: 0.0311841 | Time: 2525.98 ms [2020-11-20 09:16:29 main:574] : INFO : Epoch 727 | loss: 0.0310966 | val_loss: 0.0311785 | Time: 2560.61 ms [2020-11-20 09:16:32 main:574] : INFO : Epoch 728 | loss: 0.0310962 | val_loss: 0.0311776 | Time: 2514.26 ms [2020-11-20 09:16:34 main:574] : INFO : Epoch 729 | loss: 0.0310957 | val_loss: 0.0311838 | Time: 2526.22 ms [2020-11-20 09:16:37 main:574] : INFO : Epoch 730 | loss: 0.0310928 | val_loss: 0.0311833 | Time: 2530.65 ms [2020-11-20 09:16:40 main:574] : INFO : Epoch 731 | loss: 0.0310915 | val_loss: 0.0311803 | Time: 2533.06 ms [2020-11-20 09:16:42 main:574] : INFO : Epoch 732 | loss: 0.0310958 | val_loss: 0.0311753 | Time: 2529.66 ms [2020-11-20 09:16:45 main:574] : INFO : Epoch 733 | loss: 0.0311028 | val_loss: 0.0311783 | Time: 2531.05 ms [2020-11-20 09:16:47 main:574] : INFO : Epoch 734 | loss: 0.0310987 | val_loss: 0.0311709 | Time: 2518.9 ms [2020-11-20 09:16:50 main:574] : INFO : Epoch 735 | loss: 0.031098 | val_loss: 0.0311823 | Time: 2527.15 ms [2020-11-20 09:16:53 main:574] : INFO : Epoch 736 | loss: 0.0310938 | val_loss: 0.0311757 | Time: 2525.19 ms [2020-11-20 09:16:55 main:574] : INFO : Epoch 737 | loss: 0.0310948 | val_loss: 0.031172 | Time: 2524.39 ms [2020-11-20 09:16:58 main:574] : INFO : Epoch 738 | loss: 0.0310899 | val_loss: 0.0311822 | Time: 2519.44 ms [2020-11-20 09:17:00 main:574] : INFO : Epoch 739 | loss: 0.0310903 | val_loss: 0.0311699 | Time: 2528.06 ms [2020-11-20 09:17:03 main:574] : INFO : Epoch 740 | loss: 0.0310996 | val_loss: 0.0311727 | Time: 2531.12 ms [2020-11-20 09:17:05 main:574] : INFO : Epoch 741 | loss: 0.0311038 | val_loss: 0.0311792 | Time: 2531.7 ms [2020-11-20 09:17:08 main:574] : INFO : Epoch 742 | loss: 0.0310939 | val_loss: 0.0311813 | Time: 2529.46 ms [2020-11-20 09:17:11 main:574] : INFO : Epoch 743 | loss: 0.0310909 | val_loss: 0.0311788 | Time: 2561.97 ms [2020-11-20 09:17:13 main:574] : INFO : Epoch 744 | loss: 0.031086 | val_loss: 0.0311788 | Time: 2519.36 ms [2020-11-20 09:17:16 main:574] : INFO : Epoch 745 | loss: 0.0310879 | val_loss: 0.0311955 | Time: 2532.4 ms [2020-11-20 09:17:19 main:574] : INFO : Epoch 746 | loss: 0.0310911 | val_loss: 0.0311785 | Time: 2522.63 ms [2020-11-20 09:17:21 main:574] : INFO : Epoch 747 | loss: 0.0310898 | val_loss: 0.0311806 | Time: 2575.62 ms [2020-11-20 09:17:24 main:574] : INFO : Epoch 748 | loss: 0.0310911 | val_loss: 0.0311905 | Time: 2562.05 ms [2020-11-20 09:17:26 main:574] : INFO : Epoch 749 | loss: 0.0310936 | val_loss: 0.0311749 | Time: 2554.75 ms [2020-11-20 09:17:29 main:574] : INFO : Epoch 750 | loss: 0.0310924 | val_loss: 0.0311802 | Time: 2524.02 ms [2020-11-20 09:17:32 main:574] : INFO : Epoch 751 | loss: 0.031088 | val_loss: 0.0311829 | Time: 2537.35 ms [2020-11-20 09:17:34 main:574] : INFO : Epoch 752 | loss: 0.0310878 | val_loss: 0.0311773 | Time: 2529.81 ms [2020-11-20 09:17:37 main:574] : INFO : Epoch 753 | loss: 0.0310854 | val_loss: 0.0311905 | Time: 2518.14 ms [2020-11-20 09:17:39 main:574] : INFO : Epoch 754 | loss: 0.0310948 | val_loss: 0.0311827 | Time: 2557.61 ms [2020-11-20 09:17:42 main:574] : INFO : Epoch 755 | loss: 0.0310895 | val_loss: 0.0311948 | Time: 2540.49 ms [2020-11-20 09:17:45 main:574] : INFO : Epoch 756 | loss: 0.031094 | val_loss: 0.0312077 | Time: 2569.66 ms [2020-11-20 09:17:47 main:574] : INFO : Epoch 757 | loss: 0.0310902 | val_loss: 0.0311818 | Time: 2626.15 ms [2020-11-20 09:17:50 main:574] : INFO : Epoch 758 | loss: 0.0310855 | val_loss: 0.0311797 | Time: 2716.33 ms [2020-11-20 09:17:53 main:574] : INFO : Epoch 759 | loss: 0.0310901 | val_loss: 0.031176 | Time: 2662.04 ms [2020-11-20 09:17:56 main:574] : INFO : Epoch 760 | loss: 0.0310888 | val_loss: 0.0311821 | Time: 2647.9 ms [2020-11-20 09:18:08 main:574] : INFO : Epoch 761 | loss: 0.0310847 | val_loss: 0.031188 | Time: 12622.5 ms [2020-11-20 09:18:11 main:574] : INFO : Epoch 762 | loss: 0.0310937 | val_loss: 0.0311724 | Time: 2679.66 ms [2020-11-20 09:18:14 main:574] : INFO : Epoch 763 | loss: 0.0310989 | val_loss: 0.0311829 | Time: 2593.54 ms [2020-11-20 09:18:16 main:574] : INFO : Epoch 764 | loss: 0.0310934 | val_loss: 0.0311709 | Time: 2585.64 ms [2020-11-20 09:18:19 main:574] : INFO : Epoch 765 | loss: 0.0310888 | val_loss: 0.0311756 | Time: 2571.36 ms [2020-11-20 09:18:22 main:574] : INFO : Epoch 766 | loss: 0.0310908 | val_loss: 0.0311845 | Time: 2565.86 ms [2020-11-20 09:18:24 main:574] : INFO : Epoch 767 | loss: 0.0310893 | val_loss: 0.0311821 | Time: 2616.74 ms [2020-11-20 09:18:27 main:574] : INFO : Epoch 768 | loss: 0.0310826 | val_loss: 0.0311806 | Time: 2611.11 ms [2020-11-20 09:18:30 main:574] : INFO : Epoch 769 | loss: 0.0310814 | val_loss: 0.0311799 | Time: 2660.65 ms [2020-11-20 09:18:32 main:574] : INFO : Epoch 770 | loss: 0.0310857 | val_loss: 0.0311913 | Time: 2662.35 ms [2020-11-20 09:18:35 main:574] : INFO : Epoch 771 | loss: 0.0310824 | val_loss: 0.0311851 | Time: 2835.61 ms [2020-11-20 09:18:38 main:574] : INFO : Epoch 772 | loss: 0.0310839 | val_loss: 0.0311759 | Time: 2611.42 ms [2020-11-20 09:18:41 main:574] : INFO : Epoch 773 | loss: 0.0310834 | val_loss: 0.0311772 | Time: 2618.21 ms [2020-11-20 09:18:43 main:574] : INFO : Epoch 774 | loss: 0.0310813 | val_loss: 0.0311935 | Time: 2638.9 ms [2020-11-20 09:18:46 main:574] : INFO : Epoch 775 | loss: 0.031084 | val_loss: 0.0311839 | Time: 2614.41 ms [2020-11-20 09:18:49 main:574] : INFO : Epoch 776 | loss: 0.0310822 | val_loss: 0.0311829 | Time: 2652.62 ms [2020-11-20 09:18:51 main:574] : INFO : Epoch 777 | loss: 0.0310827 | val_loss: 0.0311816 | Time: 2585.49 ms [2020-11-20 09:18:54 main:574] : INFO : Epoch 778 | loss: 0.0310844 | val_loss: 0.0311874 | Time: 2636.13 ms [2020-11-20 09:18:57 main:574] : INFO : Epoch 779 | loss: 0.03108 | val_loss: 0.0311885 | Time: 2724.95 ms [2020-11-20 09:19:00 main:574] : INFO : Epoch 780 | loss: 0.0310845 | val_loss: 0.0311825 | Time: 2596.92 ms [2020-11-20 09:19:02 main:574] : INFO : Epoch 781 | loss: 0.0310779 | val_loss: 0.0311752 | Time: 2581.98 ms [2020-11-20 09:19:05 main:574] : INFO : Epoch 782 | loss: 0.0310785 | val_loss: 0.0311809 | Time: 2580.12 ms [2020-11-20 09:19:07 main:574] : INFO : Epoch 783 | loss: 0.0310847 | val_loss: 0.0311775 | Time: 2595.5 ms [2020-11-20 09:19:10 main:574] : INFO : Epoch 784 | loss: 0.0310867 | val_loss: 0.0311918 | Time: 2746.05 ms [2020-11-20 09:19:13 main:574] : INFO : Epoch 785 | loss: 0.0310865 | val_loss: 0.0311776 | Time: 2641.58 ms [2020-11-20 09:19:16 main:574] : INFO : Epoch 786 | loss: 0.031084 | val_loss: 0.0311806 | Time: 2664.14 ms [2020-11-20 09:19:18 main:574] : INFO : Epoch 787 | loss: 0.0310826 | val_loss: 0.0311848 | Time: 2552.1 ms [2020-11-20 09:19:21 main:574] : INFO : Epoch 788 | loss: 0.0310778 | val_loss: 0.0311794 | Time: 2676.32 ms [2020-11-20 09:19:24 main:574] : INFO : Epoch 789 | loss: 0.0310766 | val_loss: 0.0311797 | Time: 2645.79 ms [2020-11-20 09:19:26 main:574] : INFO : Epoch 790 | loss: 0.031078 | val_loss: 0.0311834 | Time: 2640.41 ms [2020-11-20 09:19:29 main:574] : INFO : Epoch 791 | loss: 0.031076 | val_loss: 0.0311832 | Time: 2652.39 ms [2020-11-20 09:19:32 main:574] : INFO : Epoch 792 | loss: 0.0310788 | val_loss: 0.0311767 | Time: 2718.55 ms [2020-11-20 09:19:35 main:574] : INFO : Epoch 793 | loss: 0.0310804 | val_loss: 0.0311821 | Time: 2631.7 ms [2020-11-20 09:19:37 main:574] : INFO : Epoch 794 | loss: 0.0310783 | val_loss: 0.0311933 | Time: 2546.27 ms [2020-11-20 09:19:40 main:574] : INFO : Epoch 795 | loss: 0.0310773 | val_loss: 0.0311867 | Time: 2587.92 ms [2020-11-20 09:19:43 main:574] : INFO : Epoch 796 | loss: 0.0310779 | val_loss: 0.0311745 | Time: 2566.98 ms [2020-11-20 09:19:45 main:574] : INFO : Epoch 797 | loss: 0.0310772 | val_loss: 0.0312019 | Time: 2562.67 ms [2020-11-20 09:19:48 main:574] : INFO : Epoch 798 | loss: 0.0311013 | val_loss: 0.0311711 | Time: 2576.05 ms [2020-11-20 09:19:50 main:574] : INFO : Epoch 799 | loss: 0.0311008 | val_loss: 0.031174 | Time: 2571.91 ms [2020-11-20 09:19:53 main:574] : INFO : Epoch 800 | loss: 0.0311388 | val_loss: 0.031177 | Time: 2575.62 ms [2020-11-20 09:19:56 main:574] : INFO : Epoch 801 | loss: 0.03113 | val_loss: 0.0311768 | Time: 2641.31 ms [2020-11-20 09:19:58 main:574] : INFO : Epoch 802 | loss: 0.0311162 | val_loss: 0.0311719 | Time: 2585.59 ms [2020-11-20 09:20:01 main:574] : INFO : Epoch 803 | loss: 0.0311069 | val_loss: 0.0311665 | Time: 2562.56 ms [2020-11-20 09:20:04 main:574] : INFO : Epoch 804 | loss: 0.0311042 | val_loss: 0.0311693 | Time: 2525.16 ms [2020-11-20 09:20:06 main:574] : INFO : Epoch 805 | loss: 0.0311041 | val_loss: 0.03117 | Time: 2583.53 ms [2020-11-20 09:20:09 main:574] : INFO : Epoch 806 | loss: 0.0311009 | val_loss: 0.0311665 | Time: 2514.68 ms [2020-11-20 09:20:11 main:574] : INFO : Epoch 807 | loss: 0.0310927 | val_loss: 0.0311756 | Time: 2524.73 ms [2020-11-20 09:20:14 main:574] : INFO : Epoch 808 | loss: 0.0310886 | val_loss: 0.0311763 | Time: 2558.12 ms [2020-11-20 09:20:17 main:574] : INFO : Epoch 809 | loss: 0.0310886 | val_loss: 0.0311677 | Time: 2540.14 ms [2020-11-20 09:20:19 main:574] : INFO : Epoch 810 | loss: 0.0310863 | val_loss: 0.0311765 | Time: 2509.59 ms [2020-11-20 09:20:22 main:574] : INFO : Epoch 811 | loss: 0.0310816 | val_loss: 0.0311665 | Time: 2580.44 ms [2020-11-20 09:20:25 main:574] : INFO : Epoch 812 | loss: 0.0310915 | val_loss: 0.0311682 | Time: 2588.53 ms [2020-11-20 09:20:27 main:574] : INFO : Epoch 813 | loss: 0.0310838 | val_loss: 0.0311781 | Time: 2540.5 ms [2020-11-20 09:20:30 main:574] : INFO : Epoch 814 | loss: 0.0310769 | val_loss: 0.0311751 | Time: 2582.61 ms [2020-11-20 09:20:33 main:574] : INFO : Epoch 815 | loss: 0.0310802 | val_loss: 0.0311817 | Time: 2648.92 ms [2020-11-20 09:20:35 main:574] : INFO : Epoch 816 | loss: 0.0310772 | val_loss: 0.0311792 | Time: 2638.68 ms [2020-11-20 09:20:38 main:574] : INFO : Epoch 817 | loss: 0.031075 | val_loss: 0.0311791 | Time: 2631.28 ms [2020-11-20 09:20:51 main:574] : INFO : Epoch 818 | loss: 0.0310747 | val_loss: 0.0311813 | Time: 12539.1 ms [2020-11-20 09:20:53 main:574] : INFO : Epoch 819 | loss: 0.0310774 | val_loss: 0.0311873 | Time: 2591.34 ms [2020-11-20 09:20:56 main:574] : INFO : Epoch 820 | loss: 0.0310775 | val_loss: 0.0311866 | Time: 2576.08 ms [2020-11-20 09:20:58 main:574] : INFO : Epoch 821 | loss: 0.0310793 | val_loss: 0.0311783 | Time: 2606.16 ms [2020-11-20 09:21:01 main:574] : INFO : Epoch 822 | loss: 0.031075 | val_loss: 0.0311834 | Time: 2565.07 ms [2020-11-20 09:21:04 main:574] : INFO : Epoch 823 | loss: 0.0310726 | val_loss: 0.0311745 | Time: 2610.74 ms [2020-11-20 09:21:06 main:574] : INFO : Epoch 824 | loss: 0.0310745 | val_loss: 0.0311722 | Time: 2653.02 ms [2020-11-20 09:21:09 main:574] : INFO : Epoch 825 | loss: 0.0310715 | val_loss: 0.031178 | Time: 2648.21 ms [2020-11-20 09:21:12 main:574] : INFO : Epoch 826 | loss: 0.0310724 | val_loss: 0.0311849 | Time: 2640.23 ms [2020-11-20 09:21:14 main:574] : INFO : Epoch 827 | loss: 0.0310699 | val_loss: 0.0311846 | Time: 2543.83 ms [2020-11-20 09:21:17 main:574] : INFO : Epoch 828 | loss: 0.0310684 | val_loss: 0.0311804 | Time: 2543.48 ms [2020-11-20 09:21:20 main:574] : INFO : Epoch 829 | loss: 0.0310709 | val_loss: 0.0311835 | Time: 2548.93 ms [2020-11-20 09:21:22 main:574] : INFO : Epoch 830 | loss: 0.0310807 | val_loss: 0.0311934 | Time: 2556.73 ms [2020-11-20 09:21:25 main:574] : INFO : Epoch 831 | loss: 0.0310739 | val_loss: 0.0311868 | Time: 2558.52 ms [2020-11-20 09:21:28 main:574] : INFO : Epoch 832 | loss: 0.0310753 | val_loss: 0.031177 | Time: 2560.32 ms [2020-11-20 09:21:30 main:574] : INFO : Epoch 833 | loss: 0.0310803 | val_loss: 0.0311743 | Time: 2554.09 ms [2020-11-20 09:21:33 main:574] : INFO : Epoch 834 | loss: 0.0310778 | val_loss: 0.0311708 | Time: 2545.56 ms [2020-11-20 09:21:35 main:574] : INFO : Epoch 835 | loss: 0.0310771 | val_loss: 0.0311906 | Time: 2565.54 ms [2020-11-20 09:21:38 main:574] : INFO : Epoch 836 | loss: 0.0310807 | val_loss: 0.03118 | Time: 2616.42 ms [2020-11-20 09:21:41 main:574] : INFO : Epoch 837 | loss: 0.0310717 | val_loss: 0.0311907 | Time: 2591.57 ms [2020-11-20 09:21:43 main:574] : INFO : Epoch 838 | loss: 0.0310719 | val_loss: 0.031184 | Time: 2584.9 ms [2020-11-20 09:21:46 main:574] : INFO : Epoch 839 | loss: 0.0310884 | val_loss: 0.0311807 | Time: 2527.18 ms [2020-11-20 09:21:49 main:574] : INFO : Epoch 840 | loss: 0.0310869 | val_loss: 0.0311843 | Time: 2596.71 ms [2020-11-20 09:21:52 main:574] : INFO : Epoch 841 | loss: 0.0310817 | val_loss: 0.0311808 | Time: 2777.13 ms [2020-11-20 09:21:54 main:574] : INFO : Epoch 842 | loss: 0.0310711 | val_loss: 0.0311897 | Time: 2592.58 ms [2020-11-20 09:21:57 main:574] : INFO : Epoch 843 | loss: 0.0310689 | val_loss: 0.031183 | Time: 2593.25 ms [2020-11-20 09:22:00 main:574] : INFO : Epoch 844 | loss: 0.031066 | val_loss: 0.0311937 | Time: 2685.91 ms [2020-11-20 09:22:02 main:574] : INFO : Epoch 845 | loss: 0.0310882 | val_loss: 0.0311813 | Time: 2585.35 ms [2020-11-20 09:22:05 main:574] : INFO : Epoch 846 | loss: 0.0311024 | val_loss: 0.0311772 | Time: 2628.86 ms [2020-11-20 09:22:08 main:574] : INFO : Epoch 847 | loss: 0.0310929 | val_loss: 0.0311862 | Time: 2569.51 ms [2020-11-20 09:22:10 main:574] : INFO : Epoch 848 | loss: 0.0310788 | val_loss: 0.031178 | Time: 2686.92 ms [2020-11-20 09:22:13 main:574] : INFO : Epoch 849 | loss: 0.0310706 | val_loss: 0.0311826 | Time: 2743.07 ms [2020-11-20 09:22:16 main:574] : INFO : Epoch 850 | loss: 0.0310679 | val_loss: 0.0311839 | Time: 2634.77 ms [2020-11-20 09:22:19 main:574] : INFO : Epoch 851 | loss: 0.0310667 | val_loss: 0.0311822 | Time: 2761.3 ms [2020-11-20 09:22:22 main:574] : INFO : Epoch 852 | loss: 0.0310818 | val_loss: 0.0311746 | Time: 2713.79 ms [2020-11-20 09:22:24 main:574] : INFO : Epoch 853 | loss: 0.031081 | val_loss: 0.0311809 | Time: 2573.09 ms [2020-11-20 09:22:27 main:574] : INFO : Epoch 854 | loss: 0.0310745 | val_loss: 0.0311913 | Time: 2598.05 ms [2020-11-20 09:22:29 main:574] : INFO : Epoch 855 | loss: 0.0310678 | val_loss: 0.0311872 | Time: 2611.43 ms [2020-11-20 09:22:32 main:574] : INFO : Epoch 856 | loss: 0.0310638 | val_loss: 0.0311954 | Time: 2778.91 ms [2020-11-20 09:22:35 main:574] : INFO : Epoch 857 | loss: 0.0310632 | val_loss: 0.0311887 | Time: 2697.69 ms [2020-11-20 09:22:38 main:574] : INFO : Epoch 858 | loss: 0.031063 | val_loss: 0.0311937 | Time: 2681.05 ms [2020-11-20 09:22:40 main:574] : INFO : Epoch 859 | loss: 0.0310649 | val_loss: 0.0311774 | Time: 2569.11 ms [2020-11-20 09:22:43 main:574] : INFO : Epoch 860 | loss: 0.0310662 | val_loss: 0.0311749 | Time: 2548.32 ms [2020-11-20 09:22:46 main:574] : INFO : Epoch 861 | loss: 0.0310667 | val_loss: 0.0311766 | Time: 2601.69 ms [2020-11-20 09:22:48 main:574] : INFO : Epoch 862 | loss: 0.0310663 | val_loss: 0.0311824 | Time: 2594.11 ms [2020-11-20 09:22:51 main:574] : INFO : Epoch 863 | loss: 0.0310657 | val_loss: 0.0311827 | Time: 2615.23 ms [2020-11-20 09:22:54 main:574] : INFO : Epoch 864 | loss: 0.0310675 | val_loss: 0.0311753 | Time: 2602.1 ms [2020-11-20 09:22:56 main:574] : INFO : Epoch 865 | loss: 0.0310743 | val_loss: 0.0311708 | Time: 2697.65 ms [2020-11-20 09:22:59 main:574] : INFO : Epoch 866 | loss: 0.0310792 | val_loss: 0.0311841 | Time: 2843.26 ms [2020-11-20 09:23:02 main:574] : INFO : Epoch 867 | loss: 0.0310717 | val_loss: 0.0311881 | Time: 2603.06 ms [2020-11-20 09:23:05 main:574] : INFO : Epoch 868 | loss: 0.0310681 | val_loss: 0.0311836 | Time: 2639.96 ms [2020-11-20 09:23:07 main:574] : INFO : Epoch 869 | loss: 0.0310641 | val_loss: 0.03119 | Time: 2613.23 ms [2020-11-20 09:23:10 main:574] : INFO : Epoch 870 | loss: 0.0310682 | val_loss: 0.0311969 | Time: 2676.32 ms [2020-11-20 09:23:13 main:574] : INFO : Epoch 871 | loss: 0.0310631 | val_loss: 0.031183 | Time: 2795.72 ms [2020-11-20 09:23:16 main:574] : INFO : Epoch 872 | loss: 0.0310624 | val_loss: 0.0311934 | Time: 2639.34 ms [2020-11-20 09:23:18 main:574] : INFO : Epoch 873 | loss: 0.0310574 | val_loss: 0.0312015 | Time: 2619.35 ms [2020-11-20 09:23:21 main:574] : INFO : Epoch 874 | loss: 0.0310586 | val_loss: 0.0311781 | Time: 2617.76 ms [2020-11-20 09:23:24 main:574] : INFO : Epoch 875 | loss: 0.0310617 | val_loss: 0.031183 | Time: 2631.58 ms [2020-11-20 09:23:26 main:574] : INFO : Epoch 876 | loss: 0.0310634 | val_loss: 0.0311906 | Time: 2582.8 ms [2020-11-20 09:23:29 main:574] : INFO : Epoch 877 | loss: 0.0310628 | val_loss: 0.0311762 | Time: 2606.19 ms [2020-11-20 09:23:32 main:574] : INFO : Epoch 878 | loss: 0.0310683 | val_loss: 0.0311786 | Time: 2575.75 ms [2020-11-20 09:23:34 main:574] : INFO : Epoch 879 | loss: 0.0310629 | val_loss: 0.0311945 | Time: 2591.74 ms [2020-11-20 09:23:37 main:574] : INFO : Epoch 880 | loss: 0.0310568 | val_loss: 0.0311783 | Time: 2579.04 ms [2020-11-20 09:23:40 main:574] : INFO : Epoch 881 | loss: 0.0310644 | val_loss: 0.0311898 | Time: 2736.14 ms [2020-11-20 09:23:42 main:574] : INFO : Epoch 882 | loss: 0.0310571 | val_loss: 0.0311902 | Time: 2650.37 ms [2020-11-20 09:23:45 main:574] : INFO : Epoch 883 | loss: 0.0310577 | val_loss: 0.0311892 | Time: 2617 ms [2020-11-20 09:23:48 main:574] : INFO : Epoch 884 | loss: 0.0310565 | val_loss: 0.0312087 | Time: 2620.56 ms [2020-11-20 09:23:51 main:574] : INFO : Epoch 885 | loss: 0.0310581 | val_loss: 0.0311844 | Time: 2716.38 ms [2020-11-20 09:23:53 main:574] : INFO : Epoch 886 | loss: 0.0310661 | val_loss: 0.0311872 | Time: 2772.79 ms [2020-11-20 09:23:56 main:574] : INFO : Epoch 887 | loss: 0.0310648 | val_loss: 0.0311874 | Time: 2715.54 ms [2020-11-20 09:23:59 main:574] : INFO : Epoch 888 | loss: 0.0310611 | val_loss: 0.0311913 | Time: 2664.2 ms [2020-11-20 09:24:01 main:574] : INFO : Epoch 889 | loss: 0.0310603 | val_loss: 0.0311874 | Time: 2591.91 ms [2020-11-20 09:24:04 main:574] : INFO : Epoch 890 | loss: 0.0310687 | val_loss: 0.0311789 | Time: 2563.98 ms [2020-11-20 09:24:07 main:574] : INFO : Epoch 891 | loss: 0.0310693 | val_loss: 0.0311851 | Time: 2590.02 ms [2020-11-20 09:24:09 main:574] : INFO : Epoch 892 | loss: 0.031062 | val_loss: 0.0311833 | Time: 2602.95 ms [2020-11-20 09:24:12 main:574] : INFO : Epoch 893 | loss: 0.0310578 | val_loss: 0.0311841 | Time: 2638.32 ms [2020-11-20 09:24:15 main:574] : INFO : Epoch 894 | loss: 0.0310609 | val_loss: 0.0311849 | Time: 2592.5 ms [2020-11-20 09:24:17 main:574] : INFO : Epoch 895 | loss: 0.0310566 | val_loss: 0.0311836 | Time: 2591.25 ms [2020-11-20 09:24:20 main:574] : INFO : Epoch 896 | loss: 0.0310543 | val_loss: 0.0312063 | Time: 2602.18 ms [2020-11-20 09:24:23 main:574] : INFO : Epoch 897 | loss: 0.031052 | val_loss: 0.0311871 | Time: 2731.94 ms [2020-11-20 09:24:26 main:574] : INFO : Epoch 898 | loss: 0.0310597 | val_loss: 0.0311872 | Time: 2605.75 ms [2020-11-20 09:24:28 main:574] : INFO : Epoch 899 | loss: 0.0310603 | val_loss: 0.0311863 | Time: 2646.54 ms [2020-11-20 09:24:31 main:574] : INFO : Epoch 900 | loss: 0.031053 | val_loss: 0.0311898 | Time: 2647.14 ms [2020-11-20 09:24:34 main:574] : INFO : Epoch 901 | loss: 0.0310558 | val_loss: 0.0311846 | Time: 2629.41 ms [2020-11-20 09:24:36 main:574] : INFO : Epoch 902 | loss: 0.0310564 | val_loss: 0.0312 | Time: 2663.46 ms [2020-11-20 09:24:39 main:574] : INFO : Epoch 903 | loss: 0.0310548 | val_loss: 0.0312028 | Time: 2654.87 ms [2020-11-20 09:24:42 main:574] : INFO : Epoch 904 | loss: 0.0310663 | val_loss: 0.0311908 | Time: 2640.42 ms [2020-11-20 09:24:44 main:574] : INFO : Epoch 905 | loss: 0.0310686 | val_loss: 0.0311923 | Time: 2520.4 ms [2020-11-20 09:24:47 main:574] : INFO : Epoch 906 | loss: 0.0310729 | val_loss: 0.0311781 | Time: 2517.29 ms [2020-11-20 09:24:50 main:574] : INFO : Epoch 907 | loss: 0.0310829 | val_loss: 0.0311663 | Time: 2545.15 ms [2020-11-20 09:24:52 main:574] : INFO : Epoch 908 | loss: 0.031071 | val_loss: 0.0311761 | Time: 2554.34 ms [2020-11-20 09:24:55 main:574] : INFO : Epoch 909 | loss: 0.0310629 | val_loss: 0.0311986 | Time: 2605.79 ms [2020-11-20 09:24:58 main:574] : INFO : Epoch 910 | loss: 0.0310604 | val_loss: 0.0312019 | Time: 2646.17 ms [2020-11-20 09:25:00 main:574] : INFO : Epoch 911 | loss: 0.0310571 | val_loss: 0.031203 | Time: 2538.86 ms [2020-11-20 09:25:03 main:574] : INFO : Epoch 912 | loss: 0.0310573 | val_loss: 0.0311952 | Time: 2562.87 ms [2020-11-20 09:25:06 main:574] : INFO : Epoch 913 | loss: 0.0310556 | val_loss: 0.0311915 | Time: 2674.9 ms [2020-11-20 09:25:08 main:574] : INFO : Epoch 914 | loss: 0.0310519 | val_loss: 0.0312023 | Time: 2567.2 ms [2020-11-20 09:25:11 main:574] : INFO : Epoch 915 | loss: 0.0310559 | val_loss: 0.031197 | Time: 2556.71 ms [2020-11-20 09:25:14 main:574] : INFO : Epoch 916 | loss: 0.0310529 | val_loss: 0.0311992 | Time: 2707.04 ms [2020-11-20 09:25:16 main:574] : INFO : Epoch 917 | loss: 0.0310532 | val_loss: 0.0311896 | Time: 2646.66 ms [2020-11-20 09:25:19 main:574] : INFO : Epoch 918 | loss: 0.0310553 | val_loss: 0.0311989 | Time: 2677.26 ms [2020-11-20 09:25:22 main:574] : INFO : Epoch 919 | loss: 0.0310559 | val_loss: 0.0311977 | Time: 2614.92 ms [2020-11-20 09:25:24 main:574] : INFO : Epoch 920 | loss: 0.0310617 | val_loss: 0.0311869 | Time: 2655.74 ms [2020-11-20 09:25:27 main:574] : INFO : Epoch 921 | loss: 0.0310622 | val_loss: 0.031188 | Time: 2640.38 ms [2020-11-20 09:25:30 main:574] : INFO : Epoch 922 | loss: 0.0310551 | val_loss: 0.031194 | Time: 2760.28 ms [2020-11-20 09:25:33 main:574] : INFO : Epoch 923 | loss: 0.0310537 | val_loss: 0.0311955 | Time: 2546.42 ms [2020-11-20 09:25:35 main:574] : INFO : Epoch 924 | loss: 0.0310525 | val_loss: 0.031201 | Time: 2538.4 ms [2020-11-20 09:25:38 main:574] : INFO : Epoch 925 | loss: 0.0310548 | val_loss: 0.0311947 | Time: 2521.68 ms [2020-11-20 09:25:40 main:574] : INFO : Epoch 926 | loss: 0.0310491 | val_loss: 0.03119 | Time: 2512.2 ms [2020-11-20 09:25:43 main:574] : INFO : Epoch 927 | loss: 0.0310528 | val_loss: 0.0311878 | Time: 2558.83 ms [2020-11-20 09:25:46 main:574] : INFO : Epoch 928 | loss: 0.0310506 | val_loss: 0.0311895 | Time: 2606.17 ms [2020-11-20 09:25:48 main:574] : INFO : Epoch 929 | loss: 0.0310572 | val_loss: 0.0312005 | Time: 2628.18 ms [2020-11-20 09:25:51 main:574] : INFO : Epoch 930 | loss: 0.0310555 | val_loss: 0.0311971 | Time: 2522.36 ms [2020-11-20 09:25:53 main:574] : INFO : Epoch 931 | loss: 0.0310564 | val_loss: 0.0312059 | Time: 2536.18 ms [2020-11-20 09:25:56 main:574] : INFO : Epoch 932 | loss: 0.0310734 | val_loss: 0.0311934 | Time: 2526.69 ms [2020-11-20 09:25:59 main:574] : INFO : Epoch 933 | loss: 0.0310621 | val_loss: 0.0311738 | Time: 2539.09 ms [2020-11-20 09:26:01 main:574] : INFO : Epoch 934 | loss: 0.0310559 | val_loss: 0.0311944 | Time: 2523.26 ms [2020-11-20 09:26:04 main:574] : INFO : Epoch 935 | loss: 0.0310589 | val_loss: 0.0312001 | Time: 2510.28 ms [2020-11-20 09:26:06 main:574] : INFO : Epoch 936 | loss: 0.0310575 | val_loss: 0.0311924 | Time: 2507.63 ms [2020-11-20 09:26:09 main:574] : INFO : Epoch 937 | loss: 0.0310699 | val_loss: 0.0311865 | Time: 2547.48 ms [2020-11-20 09:26:12 main:574] : INFO : Epoch 938 | loss: 0.0310885 | val_loss: 0.0311818 | Time: 2532.06 ms [2020-11-20 09:26:14 main:574] : INFO : Epoch 939 | loss: 0.03107 | val_loss: 0.0311812 | Time: 2521.28 ms [2020-11-20 09:26:17 main:574] : INFO : Epoch 940 | loss: 0.0310628 | val_loss: 0.0311895 | Time: 2512.91 ms [2020-11-20 09:26:19 main:574] : INFO : Epoch 941 | loss: 0.0310528 | val_loss: 0.0311828 | Time: 2508.62 ms [2020-11-20 09:26:22 main:574] : INFO : Epoch 942 | loss: 0.0310568 | val_loss: 0.0311943 | Time: 2570.22 ms [2020-11-20 09:26:25 main:574] : INFO : Epoch 943 | loss: 0.0310558 | val_loss: 0.0312018 | Time: 2566.46 ms [2020-11-20 09:26:27 main:574] : INFO : Epoch 944 | loss: 0.0310497 | val_loss: 0.0311947 | Time: 2552.46 ms [2020-11-20 09:26:30 main:574] : INFO : Epoch 945 | loss: 0.0310431 | val_loss: 0.0311971 | Time: 2556.04 ms [2020-11-20 09:26:32 main:574] : INFO : Epoch 946 | loss: 0.0310511 | val_loss: 0.0311997 | Time: 2552.82 ms [2020-11-20 09:26:35 main:574] : INFO : Epoch 947 | loss: 0.0310515 | val_loss: 0.0311992 | Time: 2636.03 ms [2020-11-20 09:26:38 main:574] : INFO : Epoch 948 | loss: 0.0310502 | val_loss: 0.0312003 | Time: 2736.25 ms [2020-11-20 09:26:41 main:574] : INFO : Epoch 949 | loss: 0.0310506 | val_loss: 0.0311792 | Time: 2781.2 ms [2020-11-20 09:26:44 main:574] : INFO : Epoch 950 | loss: 0.0310506 | val_loss: 0.0311875 | Time: 2613.08 ms [2020-11-20 09:26:46 main:574] : INFO : Epoch 951 | loss: 0.0310502 | val_loss: 0.0311908 | Time: 2537.5 ms [2020-11-20 09:26:49 main:574] : INFO : Epoch 952 | loss: 0.0310576 | val_loss: 0.0311961 | Time: 2538.82 ms [2020-11-20 09:26:51 main:574] : INFO : Epoch 953 | loss: 0.0310528 | val_loss: 0.0312008 | Time: 2528.41 ms [2020-11-20 09:26:54 main:574] : INFO : Epoch 954 | loss: 0.0310535 | val_loss: 0.0312039 | Time: 2547.29 ms [2020-11-20 09:26:57 main:574] : INFO : Epoch 955 | loss: 0.0310564 | val_loss: 0.0311992 | Time: 2649.89 ms [2020-11-20 09:26:59 main:574] : INFO : Epoch 956 | loss: 0.0310521 | val_loss: 0.0311915 | Time: 2681.01 ms [2020-11-20 09:27:02 main:574] : INFO : Epoch 957 | loss: 0.0310493 | val_loss: 0.0311969 | Time: 2673.48 ms [2020-11-20 09:27:05 main:574] : INFO : Epoch 958 | loss: 0.0310478 | val_loss: 0.031212 | Time: 2652.86 ms [2020-11-20 09:27:07 main:574] : INFO : Epoch 959 | loss: 0.0310498 | val_loss: 0.0312095 | Time: 2572.93 ms [2020-11-20 09:27:10 main:574] : INFO : Epoch 960 | loss: 0.0310457 | val_loss: 0.0311928 | Time: 2626.94 ms [2020-11-20 09:27:13 main:574] : INFO : Epoch 961 | loss: 0.0310515 | val_loss: 0.0312151 | Time: 2653.66 ms [2020-11-20 09:27:16 main:574] : INFO : Epoch 962 | loss: 0.0310532 | val_loss: 0.0311908 | Time: 2686.36 ms [2020-11-20 09:27:18 main:574] : INFO : Epoch 963 | loss: 0.0310506 | val_loss: 0.03119 | Time: 2583.28 ms [2020-11-20 09:27:21 main:574] : INFO : Epoch 964 | loss: 0.0310524 | val_loss: 0.0312035 | Time: 2655.86 ms [2020-11-20 09:27:24 main:574] : INFO : Epoch 965 | loss: 0.0310569 | val_loss: 0.0312015 | Time: 2618.9 ms [2020-11-20 09:27:26 main:574] : INFO : Epoch 966 | loss: 0.0310468 | val_loss: 0.0311976 | Time: 2600.41 ms [2020-11-20 09:27:29 main:574] : INFO : Epoch 967 | loss: 0.031041 | val_loss: 0.0312006 | Time: 2546.23 ms [2020-11-20 09:27:31 main:574] : INFO : Epoch 968 | loss: 0.0310413 | val_loss: 0.0312047 | Time: 2593.69 ms [2020-11-20 09:27:34 main:574] : INFO : Epoch 969 | loss: 0.031042 | val_loss: 0.0312115 | Time: 2550.69 ms [2020-11-20 09:27:37 main:574] : INFO : Epoch 970 | loss: 0.0310448 | val_loss: 0.0312029 | Time: 2543.83 ms [2020-11-20 09:27:39 main:574] : INFO : Epoch 971 | loss: 0.0310453 | val_loss: 0.031198 | Time: 2611.05 ms [2020-11-20 09:27:42 main:574] : INFO : Epoch 972 | loss: 0.0310475 | val_loss: 0.0312099 | Time: 2547.74 ms [2020-11-20 09:27:45 main:574] : INFO : Epoch 973 | loss: 0.0310516 | val_loss: 0.0312067 | Time: 2589.65 ms [2020-11-20 09:27:47 main:574] : INFO : Epoch 974 | loss: 0.0310615 | val_loss: 0.0312059 | Time: 2555.68 ms [2020-11-20 09:27:50 main:574] : INFO : Epoch 975 | loss: 0.0311437 | val_loss: 0.0313413 | Time: 2583.96 ms [2020-11-20 09:27:53 main:574] : INFO : Epoch 976 | loss: 0.0311086 | val_loss: 0.0312591 | Time: 2580.4 ms [2020-11-20 09:27:55 main:574] : INFO : Epoch 977 | loss: 0.0310777 | val_loss: 0.0312071 | Time: 2535.77 ms [2020-11-20 09:27:58 main:574] : INFO : Epoch 978 | loss: 0.0310548 | val_loss: 0.0311907 | Time: 2553.43 ms [2020-11-20 09:28:00 main:574] : INFO : Epoch 979 | loss: 0.0310475 | val_loss: 0.0311839 | Time: 2514.84 ms [2020-11-20 09:28:03 main:574] : INFO : Epoch 980 | loss: 0.0310486 | val_loss: 0.0312063 | Time: 2510.66 ms [2020-11-20 09:28:05 main:574] : INFO : Epoch 981 | loss: 0.0310504 | val_loss: 0.0312086 | Time: 2502.97 ms [2020-11-20 09:28:08 main:574] : INFO : Epoch 982 | loss: 0.0310442 | val_loss: 0.0312033 | Time: 2520.08 ms [2020-11-20 09:28:11 main:574] : INFO : Epoch 983 | loss: 0.0310449 | val_loss: 0.0311929 | Time: 2528.01 ms [2020-11-20 09:28:13 main:574] : INFO : Epoch 984 | loss: 0.0310526 | val_loss: 0.0311872 | Time: 2556.73 ms [2020-11-20 09:28:16 main:574] : INFO : Epoch 985 | loss: 0.0310504 | val_loss: 0.0311987 | Time: 2518.88 ms [2020-11-20 09:28:18 main:574] : INFO : Epoch 986 | loss: 0.0310578 | val_loss: 0.0311954 | Time: 2550.63 ms [2020-11-20 09:28:21 main:574] : INFO : Epoch 987 | loss: 0.0310518 | val_loss: 0.0311891 | Time: 2509.97 ms [2020-11-20 09:28:23 main:574] : INFO : Epoch 988 | loss: 0.0310528 | val_loss: 0.0312124 | Time: 2518.26 ms [2020-11-20 09:28:26 main:574] : INFO : Epoch 989 | loss: 0.0310525 | val_loss: 0.0312087 | Time: 2516.86 ms [2020-11-20 09:28:29 main:574] : INFO : Epoch 990 | loss: 0.0310495 | val_loss: 0.031216 | Time: 2520.13 ms [2020-11-20 09:28:31 main:574] : INFO : Epoch 991 | loss: 0.0310589 | val_loss: 0.0311967 | Time: 2519.18 ms [2020-11-20 09:28:34 main:574] : INFO : Epoch 992 | loss: 0.0310507 | val_loss: 0.0311877 | Time: 2539.69 ms [2020-11-20 09:28:36 main:574] : INFO : Epoch 993 | loss: 0.031054 | val_loss: 0.0312133 | Time: 2512.45 ms [2020-11-20 09:28:39 main:574] : INFO : Epoch 994 | loss: 0.0310498 | val_loss: 0.0312057 | Time: 2510.53 ms [2020-11-20 09:28:42 main:574] : INFO : Epoch 995 | loss: 0.0310533 | val_loss: 0.0311918 | Time: 2534.52 ms [2020-11-20 09:28:44 main:574] : INFO : Epoch 996 | loss: 0.0310477 | val_loss: 0.0312026 | Time: 2524.04 ms [2020-11-20 09:28:47 main:574] : INFO : Epoch 997 | loss: 0.0310474 | val_loss: 0.0312022 | Time: 2535.59 ms [2020-11-20 09:28:49 main:574] : INFO : Epoch 998 | loss: 0.0310441 | val_loss: 0.0312003 | Time: 2549.89 ms [2020-11-20 09:28:52 main:574] : INFO : Epoch 999 | loss: 0.0310588 | val_loss: 0.0311831 | Time: 2569.39 ms [2020-11-20 09:28:55 main:574] : INFO : Epoch 1000 | loss: 0.0310555 | val_loss: 0.0311821 | Time: 2558.44 ms [2020-11-20 09:28:57 main:574] : INFO : Epoch 1001 | loss: 0.0310472 | val_loss: 0.0312083 | Time: 2560.03 ms [2020-11-20 09:29:00 main:574] : INFO : Epoch 1002 | loss: 0.0310391 | val_loss: 0.0312062 | Time: 2565.77 ms [2020-11-20 09:29:02 main:574] : INFO : Epoch 1003 | loss: 0.0310417 | val_loss: 0.0312119 | Time: 2566.36 ms [2020-11-20 09:29:05 main:574] : INFO : Epoch 1004 | loss: 0.03104 | val_loss: 0.0312111 | Time: 2563.5 ms [2020-11-20 09:29:08 main:574] : INFO : Epoch 1005 | loss: 0.0310414 | val_loss: 0.0312137 | Time: 2585.57 ms [2020-11-20 09:29:11 main:574] : INFO : Epoch 1006 | loss: 0.0310444 | val_loss: 0.0312103 | Time: 2788.01 ms [2020-11-20 09:29:13 main:574] : INFO : Epoch 1007 | loss: 0.0310398 | val_loss: 0.0312137 | Time: 2685.98 ms [2020-11-20 09:29:16 main:574] : INFO : Epoch 1008 | loss: 0.0310516 | val_loss: 0.0312002 | Time: 2606.84 ms [2020-11-20 09:29:19 main:574] : INFO : Epoch 1009 | loss: 0.0310525 | val_loss: 0.0311966 | Time: 2586.23 ms [2020-11-20 09:29:22 main:574] : INFO : Epoch 1010 | loss: 0.0310463 | val_loss: 0.0312064 | Time: 2661.58 ms [2020-11-20 09:29:24 main:574] : INFO : Epoch 1011 | loss: 0.0310372 | val_loss: 0.0312208 | Time: 2663.3 ms [2020-11-20 09:29:27 main:574] : INFO : Epoch 1012 | loss: 0.0310355 | val_loss: 0.0312322 | Time: 2649.04 ms [2020-11-20 09:29:30 main:574] : INFO : Epoch 1013 | loss: 0.0310466 | val_loss: 0.0312044 | Time: 2550.35 ms [2020-11-20 09:29:32 main:574] : INFO : Epoch 1014 | loss: 0.0310452 | val_loss: 0.0312099 | Time: 2538.83 ms [2020-11-20 09:29:35 main:574] : INFO : Epoch 1015 | loss: 0.0310507 | val_loss: 0.0311899 | Time: 2539.87 ms [2020-11-20 09:29:37 main:574] : INFO : Epoch 1016 | loss: 0.0310661 | val_loss: 0.0311916 | Time: 2530.54 ms [2020-11-20 09:29:40 main:574] : INFO : Epoch 1017 | loss: 0.0310521 | val_loss: 0.0312005 | Time: 2523.89 ms [2020-11-20 09:29:43 main:574] : INFO : Epoch 1018 | loss: 0.0310411 | val_loss: 0.0312068 | Time: 2526.09 ms [2020-11-20 09:29:45 main:574] : INFO : Epoch 1019 | loss: 0.0310444 | val_loss: 0.0312016 | Time: 2533.52 ms [2020-11-20 09:29:48 main:574] : INFO : Epoch 1020 | loss: 0.0310463 | val_loss: 0.0312059 | Time: 2523.45 ms [2020-11-20 09:29:50 main:574] : INFO : Epoch 1021 | loss: 0.031037 | val_loss: 0.0312129 | Time: 2532.64 ms [2020-11-20 09:29:53 main:574] : INFO : Epoch 1022 | loss: 0.0310411 | val_loss: 0.0312048 | Time: 2609.82 ms [2020-11-20 09:29:56 main:574] : INFO : Epoch 1023 | loss: 0.0310552 | val_loss: 0.0311909 | Time: 2658.25 ms [2020-11-20 09:29:58 main:574] : INFO : Epoch 1024 | loss: 0.0310508 | val_loss: 0.0311967 | Time: 2647.83 ms [2020-11-20 09:29:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311967 [2020-11-20 09:29:58 main:603] : INFO : Saving end state to config to file [2020-11-20 09:29:59 main:608] : INFO : Success, exiting.. 09:29:59 (14668): 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)