Task 3279727
| Name | ParityMachine-1605454643-8100-5_1 |
| Workunit | 1521618 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:20:11 UTC |
| Report deadline | 21 Dec 2020, 17:20:11 UTC |
| Received | 19 Dec 2020, 7:57:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1709 |
| Run time | 50 min 32 sec |
| CPU time | 47 min 9 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 7,468.51 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 514 | loss: 0.0311433 | val_loss: 0.0311615 | Time: 2945.45 ms [2020-12-19 08:33:10 main:574] : INFO : Epoch 515 | loss: 0.0311422 | val_loss: 0.0311602 | Time: 2962.53 ms [2020-12-19 08:33:13 main:574] : INFO : Epoch 516 | loss: 0.0311431 | val_loss: 0.0311599 | Time: 2879.4 ms [2020-12-19 08:33:16 main:574] : INFO : Epoch 517 | loss: 0.0311396 | val_loss: 0.0311598 | Time: 3069.27 ms [2020-12-19 08:33:19 main:574] : INFO : Epoch 518 | loss: 0.0311405 | val_loss: 0.0311606 | Time: 3392.88 ms [2020-12-19 08:33:22 main:574] : INFO : Epoch 519 | loss: 0.0311415 | val_loss: 0.0311593 | Time: 3059.77 ms [2020-12-19 08:33:25 main:574] : INFO : Epoch 520 | loss: 0.0311398 | val_loss: 0.0311594 | Time: 3216.25 ms [2020-12-19 08:33:28 main:574] : INFO : Epoch 521 | loss: 0.0311405 | val_loss: 0.0311641 | Time: 2892.43 ms [2020-12-19 08:33:32 main:574] : INFO : Epoch 522 | loss: 0.0311421 | val_loss: 0.0311632 | Time: 3154.67 ms [2020-12-19 08:33:35 main:574] : INFO : Epoch 523 | loss: 0.0311418 | val_loss: 0.0311623 | Time: 2979.63 ms [2020-12-19 08:33:37 main:574] : INFO : Epoch 524 | loss: 0.0311379 | val_loss: 0.03116 | Time: 2824.15 ms [2020-12-19 08:33:40 main:574] : INFO : Epoch 525 | loss: 0.0311369 | val_loss: 0.0311573 | Time: 2858 ms [2020-12-19 08:33:43 main:574] : INFO : Epoch 526 | loss: 0.0311379 | val_loss: 0.0311617 | Time: 2755.98 ms [2020-12-19 08:33:46 main:574] : INFO : Epoch 527 | loss: 0.0311377 | val_loss: 0.0311571 | Time: 2748.67 ms [2020-12-19 08:33:49 main:574] : INFO : Epoch 528 | loss: 0.0311375 | val_loss: 0.0311582 | Time: 3401.89 ms [2020-12-19 08:33:52 main:574] : INFO : Epoch 529 | loss: 0.0311371 | val_loss: 0.0311617 | Time: 2836.64 ms [2020-12-19 08:33:55 main:574] : INFO : Epoch 530 | loss: 0.0311371 | val_loss: 0.031157 | Time: 2965.91 ms [2020-12-19 08:33:58 main:574] : INFO : Epoch 531 | loss: 0.0311413 | val_loss: 0.031172 | Time: 2810.25 ms [2020-12-19 08:34:01 main:574] : INFO : Epoch 532 | loss: 0.0311396 | val_loss: 0.0311572 | Time: 2892.82 ms [2020-12-19 08:34:04 main:574] : INFO : Epoch 533 | loss: 0.0311387 | val_loss: 0.0311575 | Time: 2883.74 ms [2020-12-19 08:34:07 main:574] : INFO : Epoch 534 | loss: 0.0311385 | val_loss: 0.0311558 | Time: 2936.3 ms [2020-12-19 08:34:10 main:574] : INFO : Epoch 535 | loss: 0.0311381 | val_loss: 0.0311606 | Time: 3102.46 ms [2020-12-19 08:34:13 main:574] : INFO : Epoch 536 | loss: 0.0311378 | val_loss: 0.0311624 | Time: 2800.84 ms [2020-12-19 08:34:16 main:574] : INFO : Epoch 537 | loss: 0.0311404 | val_loss: 0.0311642 | Time: 3153.37 ms [2020-12-19 08:34:19 main:574] : INFO : Epoch 538 | loss: 0.0311443 | val_loss: 0.0311588 | Time: 2886.27 ms [2020-12-19 08:34:22 main:574] : INFO : Epoch 539 | loss: 0.0311393 | val_loss: 0.03116 | Time: 2981.31 ms [2020-12-19 08:34:25 main:574] : INFO : Epoch 540 | loss: 0.0311418 | val_loss: 0.0311578 | Time: 2845.23 ms [2020-12-19 08:34:28 main:574] : INFO : Epoch 541 | loss: 0.0311401 | val_loss: 0.0311599 | Time: 3157.23 ms [2020-12-19 08:34:31 main:574] : INFO : Epoch 542 | loss: 0.031137 | val_loss: 0.0311583 | Time: 3495.23 ms [2020-12-19 08:34:35 main:574] : INFO : Epoch 543 | loss: 0.0311358 | val_loss: 0.0311577 | Time: 3207.92 ms [2020-12-19 08:34:38 main:574] : INFO : Epoch 544 | loss: 0.0311365 | val_loss: 0.0311594 | Time: 2903.48 ms [2020-12-19 08:34:41 main:574] : INFO : Epoch 545 | loss: 0.031136 | val_loss: 0.0311582 | Time: 2984.92 ms [2020-12-19 08:34:44 main:574] : INFO : Epoch 546 | loss: 0.0311375 | val_loss: 0.0311574 | Time: 2986.96 ms [2020-12-19 08:34:46 main:574] : INFO : Epoch 547 | loss: 0.0311355 | val_loss: 0.0311581 | Time: 2958.66 ms [2020-12-19 08:34:50 main:574] : INFO : Epoch 548 | loss: 0.0311339 | val_loss: 0.0311575 | Time: 3208.96 ms [2020-12-19 08:34:53 main:574] : INFO : Epoch 549 | loss: 0.0311324 | val_loss: 0.0311566 | Time: 2815.07 ms [2020-12-19 08:34:56 main:574] : INFO : Epoch 550 | loss: 0.031136 | val_loss: 0.0311659 | Time: 3262.77 ms [2020-12-19 08:34:59 main:574] : INFO : Epoch 551 | loss: 0.0311359 | val_loss: 0.0311588 | Time: 3124.06 ms [2020-12-19 08:35:02 main:574] : INFO : Epoch 552 | loss: 0.0311375 | val_loss: 0.0311594 | Time: 2948.62 ms [2020-12-19 08:35:05 main:574] : INFO : Epoch 553 | loss: 0.0311365 | val_loss: 0.0311601 | Time: 2917.51 ms [2020-12-19 08:35:08 main:574] : INFO : Epoch 554 | loss: 0.031144 | val_loss: 0.0311551 | Time: 2981.15 ms [2020-12-19 08:35:11 main:574] : INFO : Epoch 555 | loss: 0.0311402 | val_loss: 0.0311553 | Time: 3278.57 ms [2020-12-19 08:35:14 main:574] : INFO : Epoch 556 | loss: 0.03114 | val_loss: 0.031164 | Time: 3106.83 ms [2020-12-19 08:35:17 main:574] : INFO : Epoch 557 | loss: 0.0311431 | val_loss: 0.0311594 | Time: 3139.79 ms [2020-12-19 08:35:20 main:574] : INFO : Epoch 558 | loss: 0.031142 | val_loss: 0.0311568 | Time: 2858.66 ms [2020-12-19 08:35:23 main:574] : INFO : Epoch 559 | loss: 0.0311381 | val_loss: 0.0311604 | Time: 2941.56 ms [2020-12-19 08:35:26 main:574] : INFO : Epoch 560 | loss: 0.0311373 | val_loss: 0.0311567 | Time: 2981.63 ms [2020-12-19 08:35:29 main:574] : INFO : Epoch 561 | loss: 0.0311331 | val_loss: 0.0311554 | Time: 2951.14 ms [2020-12-19 08:35:32 main:574] : INFO : Epoch 562 | loss: 0.0311349 | val_loss: 0.0311563 | Time: 3075.19 ms [2020-12-19 08:35:36 main:574] : INFO : Epoch 563 | loss: 0.0311348 | val_loss: 0.03116 | Time: 3210.13 ms [2020-12-19 08:35:39 main:574] : INFO : Epoch 564 | loss: 0.031137 | val_loss: 0.0311632 | Time: 3726.96 ms [2020-12-19 08:35:43 main:574] : INFO : Epoch 565 | loss: 0.0311325 | val_loss: 0.0311548 | Time: 3122.3 ms [2020-12-19 08:35:46 main:574] : INFO : Epoch 566 | loss: 0.0311297 | val_loss: 0.0311552 | Time: 3010.91 ms [2020-12-19 08:35:49 main:574] : INFO : Epoch 567 | loss: 0.0311291 | val_loss: 0.0311528 | Time: 3132.22 ms [2020-12-19 08:35:52 main:574] : INFO : Epoch 568 | loss: 0.0311293 | val_loss: 0.031156 | Time: 3023.53 ms [2020-12-19 08:35:55 main:574] : INFO : Epoch 569 | loss: 0.0311285 | val_loss: 0.0311533 | Time: 2922.93 ms [2020-12-19 08:35:58 main:574] : INFO : Epoch 570 | loss: 0.0311277 | val_loss: 0.0311529 | Time: 3095.13 ms [2020-12-19 08:36:01 main:574] : INFO : Epoch 571 | loss: 0.0311272 | val_loss: 0.0311574 | Time: 3025.23 ms [2020-12-19 08:36:04 main:574] : INFO : Epoch 572 | loss: 0.031131 | val_loss: 0.0311584 | Time: 2865.68 ms [2020-12-19 08:36:07 main:574] : INFO : Epoch 573 | loss: 0.03113 | val_loss: 0.0311531 | Time: 2840.1 ms [2020-12-19 08:36:10 main:574] : INFO : Epoch 574 | loss: 0.0311306 | val_loss: 0.0311523 | Time: 2853.63 ms [2020-12-19 08:36:13 main:574] : INFO : Epoch 575 | loss: 0.0311273 | val_loss: 0.0311571 | Time: 3078.05 ms [2020-12-19 08:36:15 main:574] : INFO : Epoch 576 | loss: 0.0311281 | val_loss: 0.0311553 | Time: 2752.54 ms [2020-12-19 08:36:19 main:574] : INFO : Epoch 577 | loss: 0.0311278 | val_loss: 0.0311555 | Time: 2933.02 ms [2020-12-19 08:36:22 main:574] : INFO : Epoch 578 | loss: 0.0311266 | val_loss: 0.0311528 | Time: 3003.19 ms [2020-12-19 08:36:25 main:574] : INFO : Epoch 579 | loss: 0.0311277 | val_loss: 0.0311558 | Time: 2785.14 ms [2020-12-19 08:36:27 main:574] : INFO : Epoch 580 | loss: 0.0311327 | val_loss: 0.0311573 | Time: 2780.63 ms [2020-12-19 08:36:30 main:574] : INFO : Epoch 581 | loss: 0.0311326 | val_loss: 0.031156 | Time: 2846.04 ms [2020-12-19 08:36:33 main:574] : INFO : Epoch 582 | loss: 0.0311258 | val_loss: 0.0311579 | Time: 2893.65 ms [2020-12-19 08:36:36 main:574] : INFO : Epoch 583 | loss: 0.0311294 | val_loss: 0.0311558 | Time: 3110.87 ms [2020-12-19 08:36:40 main:574] : INFO : Epoch 584 | loss: 0.0311285 | val_loss: 0.0311634 | Time: 3222.21 ms [2020-12-19 08:36:43 main:574] : INFO : Epoch 585 | loss: 0.0311265 | val_loss: 0.0311548 | Time: 3267.76 ms [2020-12-19 08:36:46 main:574] : INFO : Epoch 586 | loss: 0.0311263 | val_loss: 0.0311675 | Time: 3003.68 ms [2020-12-19 08:36:49 main:574] : INFO : Epoch 587 | loss: 0.0311273 | val_loss: 0.0311547 | Time: 2857.41 ms [2020-12-19 08:36:52 main:574] : INFO : Epoch 588 | loss: 0.0311276 | val_loss: 0.0311597 | Time: 2904.88 ms [2020-12-19 08:36:55 main:574] : INFO : Epoch 589 | loss: 0.0311266 | val_loss: 0.0311559 | Time: 2819.95 ms [2020-12-19 08:36:58 main:574] : INFO : Epoch 590 | loss: 0.0311303 | val_loss: 0.0311588 | Time: 2993.02 ms [2020-12-19 08:37:01 main:574] : INFO : Epoch 591 | loss: 0.0311292 | val_loss: 0.031163 | Time: 2922.62 ms [2020-12-19 08:37:03 main:574] : INFO : Epoch 592 | loss: 0.0311311 | val_loss: 0.031159 | Time: 2863.49 ms [2020-12-19 08:37:06 main:574] : INFO : Epoch 593 | loss: 0.0311279 | val_loss: 0.0311662 | Time: 2837.68 ms [2020-12-19 08:37:09 main:574] : INFO : Epoch 594 | loss: 0.0311351 | val_loss: 0.0311586 | Time: 2772.28 ms [2020-12-19 08:37:12 main:574] : INFO : Epoch 595 | loss: 0.0311319 | val_loss: 0.0311575 | Time: 2763.17 ms [2020-12-19 08:37:15 main:574] : INFO : Epoch 596 | loss: 0.031131 | val_loss: 0.0311568 | Time: 2780.55 ms [2020-12-19 08:37:18 main:574] : INFO : Epoch 597 | loss: 0.0311334 | val_loss: 0.0311579 | Time: 2961.87 ms [2020-12-19 08:37:21 main:574] : INFO : Epoch 598 | loss: 0.0311303 | val_loss: 0.0311518 | Time: 2811.13 ms [2020-12-19 08:37:24 main:574] : INFO : Epoch 599 | loss: 0.0311299 | val_loss: 0.0311563 | Time: 2901.39 ms [2020-12-19 08:37:27 main:574] : INFO : Epoch 600 | loss: 0.0311291 | val_loss: 0.0311519 | Time: 3530.24 ms [2020-12-19 08:37:30 main:574] : INFO : Epoch 601 | loss: 0.0311283 | val_loss: 0.0311605 | Time: 2788.57 ms [2020-12-19 08:37:33 main:574] : INFO : Epoch 602 | loss: 0.0311307 | val_loss: 0.0311553 | Time: 3183.99 ms [2020-12-19 08:37:36 main:574] : INFO : Epoch 603 | loss: 0.0311277 | val_loss: 0.0311522 | Time: 3104.67 ms [2020-12-19 08:37:39 main:574] : INFO : Epoch 604 | loss: 0.0311271 | val_loss: 0.0311512 | Time: 2821.14 ms [2020-12-19 08:37:42 main:574] : INFO : Epoch 605 | loss: 0.0311276 | val_loss: 0.0311568 | Time: 3046.7 ms [2020-12-19 08:37:45 main:574] : INFO : Epoch 606 | loss: 0.031125 | val_loss: 0.0311625 | Time: 2898.16 ms [2020-12-19 08:37:48 main:574] : INFO : Epoch 607 | loss: 0.0311294 | val_loss: 0.0311566 | Time: 3105.75 ms [2020-12-19 08:37:51 main:574] : INFO : Epoch 608 | loss: 0.0311322 | val_loss: 0.0311583 | Time: 3045.82 ms [2020-12-19 08:37:54 main:574] : INFO : Epoch 609 | loss: 0.0311373 | val_loss: 0.0311599 | Time: 2963.72 ms [2020-12-19 08:37:57 main:574] : INFO : Epoch 610 | loss: 0.0311332 | val_loss: 0.0311539 | Time: 2918.36 ms [2020-12-19 08:38:00 main:574] : INFO : Epoch 611 | loss: 0.0311341 | val_loss: 0.0311545 | Time: 2721.22 ms [2020-12-19 08:38:03 main:574] : INFO : Epoch 612 | loss: 0.031135 | val_loss: 0.0311509 | Time: 2725.25 ms [2020-12-19 08:38:06 main:574] : INFO : Epoch 613 | loss: 0.0311341 | val_loss: 0.031151 | Time: 3013.35 ms [2020-12-19 08:38:09 main:574] : INFO : Epoch 614 | loss: 0.0311318 | val_loss: 0.0311546 | Time: 2979.34 ms [2020-12-19 08:38:12 main:574] : INFO : Epoch 615 | loss: 0.0311325 | val_loss: 0.0311508 | Time: 2853.14 ms [2020-12-19 08:38:15 main:574] : INFO : Epoch 616 | loss: 0.0311311 | val_loss: 0.0311492 | Time: 3218.57 ms [2020-12-19 08:38:18 main:574] : INFO : Epoch 617 | loss: 0.0311321 | val_loss: 0.0311526 | Time: 2894.66 ms [2020-12-19 08:38:21 main:574] : INFO : Epoch 618 | loss: 0.0311272 | val_loss: 0.031151 | Time: 2801.56 ms [2020-12-19 08:38:23 main:574] : INFO : Epoch 619 | loss: 0.0311274 | val_loss: 0.0311481 | Time: 2707.17 ms [2020-12-19 08:38:26 main:574] : INFO : Epoch 620 | loss: 0.031129 | val_loss: 0.0311508 | Time: 2677.53 ms [2020-12-19 08:38:29 main:574] : INFO : Epoch 621 | loss: 0.0311294 | val_loss: 0.0311541 | Time: 2811.74 ms [2020-12-19 08:38:32 main:574] : INFO : Epoch 622 | loss: 0.0311283 | val_loss: 0.0311496 | Time: 2965.02 ms [2020-12-19 08:38:35 main:574] : INFO : Epoch 623 | loss: 0.0311267 | val_loss: 0.0311494 | Time: 2984.61 ms [2020-12-19 08:38:38 main:574] : INFO : Epoch 624 | loss: 0.0311406 | val_loss: 0.0311548 | Time: 3036.61 ms [2020-12-19 08:38:41 main:574] : INFO : Epoch 625 | loss: 0.0311395 | val_loss: 0.0311473 | Time: 2935.24 ms [2020-12-19 08:38:44 main:574] : INFO : Epoch 626 | loss: 0.0311346 | val_loss: 0.0311473 | Time: 2950.65 ms [2020-12-19 08:38:47 main:574] : INFO : Epoch 627 | loss: 0.0311347 | val_loss: 0.0311532 | Time: 3160.17 ms [2020-12-19 08:38:50 main:574] : INFO : Epoch 628 | loss: 0.0311335 | val_loss: 0.0311512 | Time: 3058.39 ms [2020-12-19 08:38:53 main:574] : INFO : Epoch 629 | loss: 0.0311343 | val_loss: 0.0311513 | Time: 2901.69 ms [2020-12-19 08:38:56 main:574] : INFO : Epoch 630 | loss: 0.031133 | val_loss: 0.0311485 | Time: 3041.59 ms [2020-12-19 08:38:59 main:574] : INFO : Epoch 631 | loss: 0.03113 | val_loss: 0.0311476 | Time: 2883.57 ms [2020-12-19 08:39:02 main:574] : INFO : Epoch 632 | loss: 0.031128 | val_loss: 0.03115 | Time: 2834.05 ms [2020-12-19 08:39:05 main:574] : INFO : Epoch 633 | loss: 0.0311301 | val_loss: 0.031149 | Time: 3184.13 ms [2020-12-19 08:39:08 main:574] : INFO : Epoch 634 | loss: 0.0311275 | val_loss: 0.0311507 | Time: 2765.29 ms [2020-12-19 08:39:11 main:574] : INFO : Epoch 635 | loss: 0.0311275 | val_loss: 0.0311497 | Time: 3210.57 ms [2020-12-19 08:39:14 main:574] : INFO : Epoch 636 | loss: 0.0311266 | val_loss: 0.0311527 | Time: 3110.9 ms [2020-12-19 08:39:17 main:574] : INFO : Epoch 637 | loss: 0.0311258 | val_loss: 0.0311577 | Time: 2839.55 ms [2020-12-19 08:39:20 main:574] : INFO : Epoch 638 | loss: 0.0311279 | val_loss: 0.0311525 | Time: 2899.81 ms [2020-12-19 08:39:23 main:574] : INFO : Epoch 639 | loss: 0.0311283 | val_loss: 0.031168 | Time: 2756.71 ms [2020-12-19 08:39:26 main:574] : INFO : Epoch 640 | loss: 0.0311266 | val_loss: 0.0311542 | Time: 2839.04 ms [2020-12-19 08:39:29 main:574] : INFO : Epoch 641 | loss: 0.0311237 | val_loss: 0.0311498 | Time: 2815.4 ms [2020-12-19 08:39:31 main:574] : INFO : Epoch 642 | loss: 0.0311274 | val_loss: 0.0311603 | Time: 2763.79 ms [2020-12-19 08:39:35 main:574] : INFO : Epoch 643 | loss: 0.0311251 | val_loss: 0.0311606 | Time: 3253.97 ms [2020-12-19 08:39:38 main:574] : INFO : Epoch 644 | loss: 0.031124 | val_loss: 0.0311567 | Time: 2911.84 ms [2020-12-19 08:39:40 main:574] : INFO : Epoch 645 | loss: 0.0311246 | val_loss: 0.0311535 | Time: 2863.2 ms [2020-12-19 08:39:43 main:574] : INFO : Epoch 646 | loss: 0.0311272 | val_loss: 0.031151 | Time: 2905.66 ms [2020-12-19 08:39:46 main:574] : INFO : Epoch 647 | loss: 0.0311245 | val_loss: 0.031151 | Time: 2884.22 ms [2020-12-19 08:39:49 main:574] : INFO : Epoch 648 | loss: 0.0311268 | val_loss: 0.0311545 | Time: 2917.19 ms [2020-12-19 08:39:52 main:574] : INFO : Epoch 649 | loss: 0.0311249 | val_loss: 0.0311518 | Time: 2998.92 ms [2020-12-19 08:39:55 main:574] : INFO : Epoch 650 | loss: 0.0311265 | val_loss: 0.0311533 | Time: 3032.43 ms [2020-12-19 08:39:58 main:574] : INFO : Epoch 651 | loss: 0.0311246 | val_loss: 0.0311514 | Time: 2918.46 ms [2020-12-19 08:40:01 main:574] : INFO : Epoch 652 | loss: 0.0311258 | val_loss: 0.0311515 | Time: 2894.59 ms [2020-12-19 08:40:04 main:574] : INFO : Epoch 653 | loss: 0.0311302 | val_loss: 0.0311569 | Time: 3105.48 ms [2020-12-19 08:40:07 main:574] : INFO : Epoch 654 | loss: 0.0311249 | val_loss: 0.0311481 | Time: 3001.94 ms [2020-12-19 08:40:10 main:574] : INFO : Epoch 655 | loss: 0.0311266 | val_loss: 0.0311551 | Time: 3011.05 ms [2020-12-19 08:40:13 main:574] : INFO : Epoch 656 | loss: 0.0311314 | val_loss: 0.0311628 | Time: 2730.35 ms [2020-12-19 08:40:16 main:574] : INFO : Epoch 657 | loss: 0.0311283 | val_loss: 0.031152 | Time: 2736.85 ms [2020-12-19 08:40:19 main:574] : INFO : Epoch 658 | loss: 0.0311265 | val_loss: 0.0311541 | Time: 3084.76 ms [2020-12-19 08:40:22 main:574] : INFO : Epoch 659 | loss: 0.0311355 | val_loss: 0.0311548 | Time: 2920.91 ms [2020-12-19 08:40:25 main:574] : INFO : Epoch 660 | loss: 0.0311346 | val_loss: 0.031159 | Time: 3232.79 ms [2020-12-19 08:40:28 main:574] : INFO : Epoch 661 | loss: 0.0311328 | val_loss: 0.0311519 | Time: 2981.93 ms [2020-12-19 08:40:31 main:574] : INFO : Epoch 662 | loss: 0.0311279 | val_loss: 0.0311581 | Time: 2846.45 ms [2020-12-19 08:40:34 main:574] : INFO : Epoch 663 | loss: 0.0311277 | val_loss: 0.0311509 | Time: 2840.73 ms [2020-12-19 08:40:37 main:574] : INFO : Epoch 664 | loss: 0.0311306 | val_loss: 0.0311487 | Time: 2913.09 ms [2020-12-19 08:40:40 main:574] : INFO : Epoch 665 | loss: 0.0311296 | val_loss: 0.0311492 | Time: 3047.15 ms [2020-12-19 08:40:43 main:574] : INFO : Epoch 666 | loss: 0.0311263 | val_loss: 0.0311499 | Time: 2829.2 ms [2020-12-19 08:40:46 main:574] : INFO : Epoch 667 | loss: 0.0311288 | val_loss: 0.0311488 | Time: 3084.6 ms [2020-12-19 08:40:49 main:574] : INFO : Epoch 668 | loss: 0.0311271 | val_loss: 0.0311458 | Time: 2880.56 ms [2020-12-19 08:40:52 main:574] : INFO : Epoch 669 | loss: 0.031126 | val_loss: 0.0311447 | Time: 3041.42 ms [2020-12-19 08:40:55 main:574] : INFO : Epoch 670 | loss: 0.0311238 | val_loss: 0.0311437 | Time: 2793.11 ms [2020-12-19 08:40:58 main:574] : INFO : Epoch 671 | loss: 0.0311228 | val_loss: 0.0311506 | Time: 2989.24 ms [2020-12-19 08:41:01 main:574] : INFO : Epoch 672 | loss: 0.0311204 | val_loss: 0.0311465 | Time: 3123.05 ms [2020-12-19 08:41:04 main:574] : INFO : Epoch 673 | loss: 0.0311202 | val_loss: 0.0311501 | Time: 2919.78 ms [2020-12-19 08:41:07 main:574] : INFO : Epoch 674 | loss: 0.0311205 | val_loss: 0.0311478 | Time: 2882.77 ms [2020-12-19 08:41:10 main:574] : INFO : Epoch 675 | loss: 0.0311236 | val_loss: 0.0311469 | Time: 2821.24 ms [2020-12-19 08:41:13 main:574] : INFO : Epoch 676 | loss: 0.031123 | val_loss: 0.0311524 | Time: 2947.6 ms [2020-12-19 08:41:16 main:574] : INFO : Epoch 677 | loss: 0.031124 | val_loss: 0.0311476 | Time: 2897.25 ms [2020-12-19 08:41:18 main:574] : INFO : Epoch 678 | loss: 0.0311202 | val_loss: 0.0311484 | Time: 2806.52 ms [2020-12-19 08:41:22 main:574] : INFO : Epoch 679 | loss: 0.0311209 | val_loss: 0.0311494 | Time: 3245.97 ms [2020-12-19 08:41:25 main:574] : INFO : Epoch 680 | loss: 0.0311242 | val_loss: 0.0311461 | Time: 2916.35 ms [2020-12-19 08:41:28 main:574] : INFO : Epoch 681 | loss: 0.0311344 | val_loss: 0.0311477 | Time: 3130.19 ms [2020-12-19 08:41:31 main:574] : INFO : Epoch 682 | loss: 0.0311281 | val_loss: 0.031157 | Time: 2869.57 ms [2020-12-19 08:41:33 main:574] : INFO : Epoch 683 | loss: 0.0311284 | val_loss: 0.0311458 | Time: 2655.62 ms [2020-12-19 08:41:36 main:574] : INFO : Epoch 684 | loss: 0.0311272 | val_loss: 0.0311532 | Time: 2876.43 ms [2020-12-19 08:41:39 main:574] : INFO : Epoch 685 | loss: 0.0311264 | val_loss: 0.0311525 | Time: 2948.72 ms [2020-12-19 08:41:42 main:574] : INFO : Epoch 686 | loss: 0.0311227 | val_loss: 0.0311493 | Time: 2904.76 ms [2020-12-19 08:41:45 main:574] : INFO : Epoch 687 | loss: 0.0311225 | val_loss: 0.0311498 | Time: 2893.87 ms [2020-12-19 08:41:48 main:574] : INFO : Epoch 688 | loss: 0.0311207 | val_loss: 0.0311503 | Time: 3102.68 ms [2020-12-19 08:41:51 main:574] : INFO : Epoch 689 | loss: 0.03112 | val_loss: 0.0311489 | Time: 2948.83 ms [2020-12-19 08:41:54 main:574] : INFO : Epoch 690 | loss: 0.0311195 | val_loss: 0.0311456 | Time: 2971.46 ms [2020-12-19 08:41:57 main:574] : INFO : Epoch 691 | loss: 0.0311174 | val_loss: 0.0311459 | Time: 3019.66 ms [2020-12-19 08:42:00 main:574] : INFO : Epoch 692 | loss: 0.0311203 | val_loss: 0.0311452 | Time: 3030.15 ms [2020-12-19 08:42:03 main:574] : INFO : Epoch 693 | loss: 0.0311224 | val_loss: 0.031144 | Time: 2941.84 ms [2020-12-19 08:42:06 main:574] : INFO : Epoch 694 | loss: 0.031121 | val_loss: 0.0311466 | Time: 3075.18 ms [2020-12-19 08:42:09 main:574] : INFO : Epoch 695 | loss: 0.0311237 | val_loss: 0.0311424 | Time: 3090.06 ms [2020-12-19 08:42:12 main:574] : INFO : Epoch 696 | loss: 0.0311214 | val_loss: 0.0311492 | Time: 2904.81 ms [2020-12-19 08:42:15 main:574] : INFO : Epoch 697 | loss: 0.0311302 | val_loss: 0.0311465 | Time: 2794.59 ms [2020-12-19 08:42:18 main:574] : INFO : Epoch 698 | loss: 0.0311285 | val_loss: 0.0311454 | Time: 2736.92 ms [2020-12-19 08:42:21 main:574] : INFO : Epoch 699 | loss: 0.0311241 | val_loss: 0.0311429 | Time: 2882.55 ms [2020-12-19 08:42:24 main:574] : INFO : Epoch 700 | loss: 0.0311248 | val_loss: 0.0311407 | Time: 2871.8 ms [2020-12-19 08:42:27 main:574] : INFO : Epoch 701 | loss: 0.0311215 | val_loss: 0.0311424 | Time: 2899.78 ms [2020-12-19 08:42:30 main:574] : INFO : Epoch 702 | loss: 0.0311209 | val_loss: 0.0311414 | Time: 2859.36 ms [2020-12-19 08:42:32 main:574] : INFO : Epoch 703 | loss: 0.0311233 | val_loss: 0.0311475 | Time: 2894.32 ms [2020-12-19 08:42:35 main:574] : INFO : Epoch 704 | loss: 0.0311224 | val_loss: 0.0311432 | Time: 2716.02 ms [2020-12-19 08:42:38 main:574] : INFO : Epoch 705 | loss: 0.0311202 | val_loss: 0.03114 | Time: 3049.4 ms [2020-12-19 08:42:41 main:574] : INFO : Epoch 706 | loss: 0.0311196 | val_loss: 0.0311407 | Time: 2909.81 ms [2020-12-19 08:42:44 main:574] : INFO : Epoch 707 | loss: 0.0311201 | val_loss: 0.0311396 | Time: 2888.1 ms [2020-12-19 08:42:47 main:574] : INFO : Epoch 708 | loss: 0.0311186 | val_loss: 0.0311408 | Time: 2838.28 ms [2020-12-19 08:42:50 main:574] : INFO : Epoch 709 | loss: 0.0311204 | val_loss: 0.0311411 | Time: 2930.72 ms [2020-12-19 08:42:53 main:574] : INFO : Epoch 710 | loss: 0.0311192 | val_loss: 0.0311439 | Time: 2690.51 ms [2020-12-19 08:42:55 main:574] : INFO : Epoch 711 | loss: 0.0311202 | val_loss: 0.0311396 | Time: 2748.83 ms [2020-12-19 08:42:58 main:574] : INFO : Epoch 712 | loss: 0.0311201 | val_loss: 0.0311426 | Time: 2833.91 ms [2020-12-19 08:43:01 main:574] : INFO : Epoch 713 | loss: 0.0311198 | val_loss: 0.0311414 | Time: 3017.32 ms [2020-12-19 08:43:04 main:574] : INFO : Epoch 714 | loss: 0.0311183 | val_loss: 0.031143 | Time: 3140.41 ms [2020-12-19 08:43:07 main:574] : INFO : Epoch 715 | loss: 0.0311179 | val_loss: 0.0311423 | Time: 2981.87 ms [2020-12-19 08:43:10 main:574] : INFO : Epoch 716 | loss: 0.0311237 | val_loss: 0.0311448 | Time: 2951.72 ms [2020-12-19 08:43:13 main:574] : INFO : Epoch 717 | loss: 0.0311222 | val_loss: 0.0311427 | Time: 2994.77 ms [2020-12-19 08:43:16 main:574] : INFO : Epoch 718 | loss: 0.0311205 | val_loss: 0.0311407 | Time: 2993.46 ms [2020-12-19 08:43:19 main:574] : INFO : Epoch 719 | loss: 0.0311193 | val_loss: 0.0311437 | Time: 2902.51 ms [2020-12-19 08:43:22 main:574] : INFO : Epoch 720 | loss: 0.0311197 | val_loss: 0.0311514 | Time: 2982.31 ms [2020-12-19 08:43:25 main:574] : INFO : Epoch 721 | loss: 0.0311496 | val_loss: 0.0311614 | Time: 2918.66 ms [2020-12-19 08:43:28 main:574] : INFO : Epoch 722 | loss: 0.0311462 | val_loss: 0.031154 | Time: 3013.99 ms [2020-12-19 08:43:31 main:574] : INFO : Epoch 723 | loss: 0.0311428 | val_loss: 0.0311509 | Time: 2764.74 ms [2020-12-19 08:43:34 main:574] : INFO : Epoch 724 | loss: 0.0311395 | val_loss: 0.0311588 | Time: 3066.93 ms [2020-12-19 08:43:37 main:574] : INFO : Epoch 725 | loss: 0.031141 | val_loss: 0.0311551 | Time: 2789.23 ms [2020-12-19 08:43:40 main:574] : INFO : Epoch 726 | loss: 0.0311354 | val_loss: 0.031149 | Time: 2840.79 ms [2020-12-19 08:43:43 main:574] : INFO : Epoch 727 | loss: 0.0311329 | val_loss: 0.0311506 | Time: 2814.78 ms [2020-12-19 08:43:45 main:574] : INFO : Epoch 728 | loss: 0.0311339 | val_loss: 0.0311485 | Time: 2777.75 ms [2020-12-19 08:43:48 main:574] : INFO : Epoch 729 | loss: 0.0311301 | val_loss: 0.0311489 | Time: 2983.45 ms [2020-12-19 08:43:51 main:574] : INFO : Epoch 730 | loss: 0.0311296 | val_loss: 0.0311481 | Time: 2824.03 ms [2020-12-19 08:43:54 main:574] : INFO : Epoch 731 | loss: 0.0311285 | val_loss: 0.0311469 | Time: 3006.73 ms [2020-12-19 08:43:57 main:574] : INFO : Epoch 732 | loss: 0.0311281 | val_loss: 0.0311472 | Time: 2911.92 ms [2020-12-19 08:44:00 main:574] : INFO : Epoch 733 | loss: 0.0311293 | val_loss: 0.0311517 | Time: 2882.2 ms [2020-12-19 08:44:03 main:574] : INFO : Epoch 734 | loss: 0.031131 | val_loss: 0.0311544 | Time: 2925.88 ms [2020-12-19 08:44:06 main:574] : INFO : Epoch 735 | loss: 0.031134 | val_loss: 0.0311519 | Time: 3041.69 ms [2020-12-19 08:44:09 main:574] : INFO : Epoch 736 | loss: 0.0311348 | val_loss: 0.0311506 | Time: 2925.05 ms [2020-12-19 08:44:13 main:574] : INFO : Epoch 737 | loss: 0.0311307 | val_loss: 0.0311492 | Time: 3437.38 ms [2020-12-19 08:44:16 main:574] : INFO : Epoch 738 | loss: 0.0311294 | val_loss: 0.0311474 | Time: 2957.71 ms [2020-12-19 08:44:19 main:574] : INFO : Epoch 739 | loss: 0.0311269 | val_loss: 0.031149 | Time: 2979.25 ms [2020-12-19 08:44:22 main:574] : INFO : Epoch 740 | loss: 0.0311244 | val_loss: 0.0311442 | Time: 2859.74 ms [2020-12-19 08:44:25 main:574] : INFO : Epoch 741 | loss: 0.0311227 | val_loss: 0.0311436 | Time: 2914.93 ms [2020-12-19 08:44:27 main:574] : INFO : Epoch 742 | loss: 0.0311255 | val_loss: 0.0311525 | Time: 2878.9 ms [2020-12-19 08:44:30 main:574] : INFO : Epoch 743 | loss: 0.0311341 | val_loss: 0.0311468 | Time: 2817.61 ms [2020-12-19 08:44:33 main:574] : INFO : Epoch 744 | loss: 0.0311311 | val_loss: 0.0311489 | Time: 3166.67 ms [2020-12-19 08:44:37 main:574] : INFO : Epoch 745 | loss: 0.0311295 | val_loss: 0.031142 | Time: 3227.33 ms [2020-12-19 08:44:40 main:574] : INFO : Epoch 746 | loss: 0.0311257 | val_loss: 0.0311436 | Time: 2895.7 ms [2020-12-19 08:44:43 main:574] : INFO : Epoch 747 | loss: 0.031124 | val_loss: 0.0311421 | Time: 2895.16 ms [2020-12-19 08:44:45 main:574] : INFO : Epoch 748 | loss: 0.031124 | val_loss: 0.0311429 | Time: 2732.95 ms [2020-12-19 08:44:48 main:574] : INFO : Epoch 749 | loss: 0.0311225 | val_loss: 0.0311429 | Time: 2680.18 ms [2020-12-19 08:44:51 main:574] : INFO : Epoch 750 | loss: 0.0311192 | val_loss: 0.0311396 | Time: 2864.32 ms [2020-12-19 08:44:54 main:574] : INFO : Epoch 751 | loss: 0.0311193 | val_loss: 0.0311432 | Time: 2835.89 ms [2020-12-19 08:44:57 main:574] : INFO : Epoch 752 | loss: 0.0311175 | val_loss: 0.0311427 | Time: 2915.58 ms [2020-12-19 08:44:59 main:574] : INFO : Epoch 753 | loss: 0.0311177 | val_loss: 0.0311399 | Time: 2766.07 ms [2020-12-19 08:45:02 main:574] : INFO : Epoch 754 | loss: 0.0311182 | val_loss: 0.0311421 | Time: 2887.08 ms [2020-12-19 08:45:05 main:574] : INFO : Epoch 755 | loss: 0.0311173 | val_loss: 0.0311418 | Time: 2865.16 ms [2020-12-19 08:45:08 main:574] : INFO : Epoch 756 | loss: 0.0311187 | val_loss: 0.0311457 | Time: 3012.6 ms [2020-12-19 08:45:11 main:574] : INFO : Epoch 757 | loss: 0.0311185 | val_loss: 0.03114 | Time: 3033.15 ms [2020-12-19 08:45:14 main:574] : INFO : Epoch 758 | loss: 0.0311179 | val_loss: 0.0311471 | Time: 2844.87 ms [2020-12-19 08:45:17 main:574] : INFO : Epoch 759 | loss: 0.031119 | val_loss: 0.031144 | Time: 2904.44 ms [2020-12-19 08:45:21 main:574] : INFO : Epoch 760 | loss: 0.0311143 | val_loss: 0.03114 | Time: 3396.77 ms [2020-12-19 08:45:24 main:574] : INFO : Epoch 761 | loss: 0.0311158 | val_loss: 0.0311435 | Time: 2976.46 ms [2020-12-19 08:45:26 main:574] : INFO : Epoch 762 | loss: 0.0311143 | val_loss: 0.0311414 | Time: 2776.22 ms [2020-12-19 08:45:29 main:574] : INFO : Epoch 763 | loss: 0.0311141 | val_loss: 0.0311405 | Time: 2871.46 ms [2020-12-19 08:45:32 main:574] : INFO : Epoch 764 | loss: 0.0311138 | val_loss: 0.0311444 | Time: 2868.36 ms [2020-12-19 08:45:35 main:574] : INFO : Epoch 765 | loss: 0.0311165 | val_loss: 0.031143 | Time: 2718.25 ms [2020-12-19 08:45:38 main:574] : INFO : Epoch 766 | loss: 0.0311179 | val_loss: 0.0311412 | Time: 2868.42 ms [2020-12-19 08:45:41 main:574] : INFO : Epoch 767 | loss: 0.0311151 | val_loss: 0.0311454 | Time: 2945.42 ms [2020-12-19 08:45:44 main:574] : INFO : Epoch 768 | loss: 0.0311144 | val_loss: 0.0311426 | Time: 2911.42 ms [2020-12-19 08:45:47 main:574] : INFO : Epoch 769 | loss: 0.0311124 | val_loss: 0.0311413 | Time: 2869.02 ms [2020-12-19 08:45:49 main:574] : INFO : Epoch 770 | loss: 0.0311133 | val_loss: 0.0311416 | Time: 2769.52 ms [2020-12-19 08:45:52 main:574] : INFO : Epoch 771 | loss: 0.0311138 | val_loss: 0.0311433 | Time: 3022.5 ms [2020-12-19 08:45:55 main:574] : INFO : Epoch 772 | loss: 0.0311137 | val_loss: 0.0311429 | Time: 2709.6 ms [2020-12-19 08:45:58 main:574] : INFO : Epoch 773 | loss: 0.0311134 | val_loss: 0.0311401 | Time: 2825.33 ms [2020-12-19 08:46:01 main:574] : INFO : Epoch 774 | loss: 0.0311144 | val_loss: 0.0311372 | Time: 3072.95 ms [2020-12-19 08:46:04 main:574] : INFO : Epoch 775 | loss: 0.0311143 | val_loss: 0.0311435 | Time: 2839.1 ms [2020-12-19 08:46:07 main:574] : INFO : Epoch 776 | loss: 0.0311167 | val_loss: 0.0311429 | Time: 3169.44 ms [2020-12-19 08:46:10 main:574] : INFO : Epoch 777 | loss: 0.0311126 | val_loss: 0.031142 | Time: 2900.32 ms [2020-12-19 08:46:13 main:574] : INFO : Epoch 778 | loss: 0.0311121 | val_loss: 0.0311411 | Time: 3031.5 ms [2020-12-19 08:46:16 main:574] : INFO : Epoch 779 | loss: 0.0311169 | val_loss: 0.03115 | Time: 2981.58 ms [2020-12-19 08:46:19 main:574] : INFO : Epoch 780 | loss: 0.0311188 | val_loss: 0.0311375 | Time: 3071.86 ms [2020-12-19 08:46:22 main:574] : INFO : Epoch 781 | loss: 0.0311157 | val_loss: 0.0311409 | Time: 3028.33 ms [2020-12-19 08:46:25 main:574] : INFO : Epoch 782 | loss: 0.0311183 | val_loss: 0.0311415 | Time: 3220.35 ms [2020-12-19 08:46:28 main:574] : INFO : Epoch 783 | loss: 0.0311161 | val_loss: 0.0311413 | Time: 2896.97 ms [2020-12-19 08:46:31 main:574] : INFO : Epoch 784 | loss: 0.0311133 | val_loss: 0.0311412 | Time: 2901.41 ms [2020-12-19 08:46:34 main:574] : INFO : Epoch 785 | loss: 0.0311167 | val_loss: 0.031139 | Time: 2735.05 ms [2020-12-19 08:46:37 main:574] : INFO : Epoch 786 | loss: 0.0311232 | val_loss: 0.0311375 | Time: 2876.27 ms [2020-12-19 08:46:40 main:574] : INFO : Epoch 787 | loss: 0.031121 | val_loss: 0.031141 | Time: 2822.75 ms [2020-12-19 08:46:43 main:574] : INFO : Epoch 788 | loss: 0.0311166 | val_loss: 0.0311382 | Time: 2848.19 ms [2020-12-19 08:46:45 main:574] : INFO : Epoch 789 | loss: 0.0311133 | val_loss: 0.0311398 | Time: 2766.84 ms [2020-12-19 08:46:48 main:574] : INFO : Epoch 790 | loss: 0.0311147 | val_loss: 0.0311358 | Time: 2720.89 ms [2020-12-19 08:46:51 main:574] : INFO : Epoch 791 | loss: 0.0311126 | val_loss: 0.0311372 | Time: 2687.39 ms [2020-12-19 08:46:54 main:574] : INFO : Epoch 792 | loss: 0.0311115 | val_loss: 0.0311376 | Time: 2982.68 ms [2020-12-19 08:46:57 main:574] : INFO : Epoch 793 | loss: 0.0311143 | val_loss: 0.0311445 | Time: 2990.56 ms [2020-12-19 08:47:00 main:574] : INFO : Epoch 794 | loss: 0.031126 | val_loss: 0.0311747 | Time: 2759.18 ms [2020-12-19 08:47:02 main:574] : INFO : Epoch 795 | loss: 0.0311196 | val_loss: 0.0311374 | Time: 2678.23 ms [2020-12-19 08:47:05 main:574] : INFO : Epoch 796 | loss: 0.0311117 | val_loss: 0.0311404 | Time: 2727.5 ms [2020-12-19 08:47:08 main:574] : INFO : Epoch 797 | loss: 0.0311138 | val_loss: 0.0311345 | Time: 2719.46 ms [2020-12-19 08:47:11 main:574] : INFO : Epoch 798 | loss: 0.0311133 | val_loss: 0.0311418 | Time: 2986.14 ms [2020-12-19 08:47:14 main:574] : INFO : Epoch 799 | loss: 0.0311152 | val_loss: 0.0311445 | Time: 2689.36 ms [2020-12-19 08:47:17 main:574] : INFO : Epoch 800 | loss: 0.0311152 | val_loss: 0.0311388 | Time: 2801.24 ms [2020-12-19 08:47:19 main:574] : INFO : Epoch 801 | loss: 0.0311153 | val_loss: 0.0311407 | Time: 2767.42 ms [2020-12-19 08:47:22 main:574] : INFO : Epoch 802 | loss: 0.0311135 | val_loss: 0.0311341 | Time: 2883.58 ms [2020-12-19 08:47:25 main:574] : INFO : Epoch 803 | loss: 0.0311132 | val_loss: 0.0311313 | Time: 3058.57 ms [2020-12-19 08:47:28 main:574] : INFO : Epoch 804 | loss: 0.0311126 | val_loss: 0.0311337 | Time: 2792.8 ms [2020-12-19 08:47:31 main:574] : INFO : Epoch 805 | loss: 0.0311117 | val_loss: 0.0311309 | Time: 2769.3 ms [2020-12-19 08:47:34 main:574] : INFO : Epoch 806 | loss: 0.0311097 | val_loss: 0.03113 | Time: 3026.5 ms [2020-12-19 08:47:37 main:574] : INFO : Epoch 807 | loss: 0.0311102 | val_loss: 0.0311315 | Time: 2833.81 ms [2020-12-19 08:47:40 main:574] : INFO : Epoch 808 | loss: 0.0311097 | val_loss: 0.0311304 | Time: 2771.88 ms [2020-12-19 08:47:42 main:574] : INFO : Epoch 809 | loss: 0.0311101 | val_loss: 0.0311339 | Time: 2779.1 ms [2020-12-19 08:47:45 main:574] : INFO : Epoch 810 | loss: 0.031115 | val_loss: 0.0311422 | Time: 2617.91 ms [2020-12-19 08:47:48 main:574] : INFO : Epoch 811 | loss: 0.0311154 | val_loss: 0.0311389 | Time: 2639.66 ms [2020-12-19 08:47:51 main:574] : INFO : Epoch 812 | loss: 0.0311115 | val_loss: 0.0311339 | Time: 2806.93 ms [2020-12-19 08:47:54 main:574] : INFO : Epoch 813 | loss: 0.0311134 | val_loss: 0.0311343 | Time: 3055.77 ms [2020-12-19 08:47:56 main:574] : INFO : Epoch 814 | loss: 0.0311119 | val_loss: 0.0311332 | Time: 2616.14 ms [2020-12-19 08:47:59 main:574] : INFO : Epoch 815 | loss: 0.0311096 | val_loss: 0.0311333 | Time: 2683.53 ms [2020-12-19 08:48:02 main:574] : INFO : Epoch 816 | loss: 0.0311071 | val_loss: 0.0311304 | Time: 2824.2 ms [2020-12-19 08:48:05 main:574] : INFO : Epoch 817 | loss: 0.0311106 | val_loss: 0.0311363 | Time: 2646.43 ms [2020-12-19 08:48:07 main:574] : INFO : Epoch 818 | loss: 0.0311087 | val_loss: 0.031133 | Time: 2656.27 ms [2020-12-19 08:48:10 main:574] : INFO : Epoch 819 | loss: 0.0311116 | val_loss: 0.0311382 | Time: 2766.48 ms [2020-12-19 08:48:13 main:574] : INFO : Epoch 820 | loss: 0.0311094 | val_loss: 0.0311343 | Time: 2876.83 ms [2020-12-19 08:48:16 main:574] : INFO : Epoch 821 | loss: 0.0311154 | val_loss: 0.0311391 | Time: 2775.21 ms [2020-12-19 08:48:18 main:574] : INFO : Epoch 822 | loss: 0.0311266 | val_loss: 0.0311565 | Time: 2772.48 ms [2020-12-19 08:48:21 main:574] : INFO : Epoch 823 | loss: 0.0311376 | val_loss: 0.0311531 | Time: 2935.55 ms [2020-12-19 08:48:25 main:574] : INFO : Epoch 824 | loss: 0.0311387 | val_loss: 0.0311518 | Time: 3020.93 ms [2020-12-19 08:48:27 main:574] : INFO : Epoch 825 | loss: 0.0311302 | val_loss: 0.0311408 | Time: 2802.17 ms [2020-12-19 08:48:30 main:574] : INFO : Epoch 826 | loss: 0.0311323 | val_loss: 0.0311444 | Time: 2946.67 ms [2020-12-19 08:48:33 main:574] : INFO : Epoch 827 | loss: 0.0311334 | val_loss: 0.0311464 | Time: 2974.8 ms [2020-12-19 08:48:36 main:574] : INFO : Epoch 828 | loss: 0.0311342 | val_loss: 0.0311526 | Time: 3072.73 ms [2020-12-19 08:48:39 main:574] : INFO : Epoch 829 | loss: 0.0311338 | val_loss: 0.0311426 | Time: 2777.91 ms [2020-12-19 08:48:42 main:574] : INFO : Epoch 830 | loss: 0.0311274 | val_loss: 0.0311424 | Time: 2705.99 ms [2020-12-19 08:48:45 main:574] : INFO : Epoch 831 | loss: 0.0311257 | val_loss: 0.0311427 | Time: 2796.9 ms [2020-12-19 08:48:47 main:574] : INFO : Epoch 832 | loss: 0.0311265 | val_loss: 0.0311436 | Time: 2675.99 ms [2020-12-19 08:48:50 main:574] : INFO : Epoch 833 | loss: 0.0311219 | val_loss: 0.0311402 | Time: 2625.1 ms [2020-12-19 08:48:53 main:574] : INFO : Epoch 834 | loss: 0.0311189 | val_loss: 0.0311395 | Time: 2655.32 ms [2020-12-19 08:48:56 main:574] : INFO : Epoch 835 | loss: 0.0311198 | val_loss: 0.0311389 | Time: 2975.08 ms [2020-12-19 08:48:58 main:574] : INFO : Epoch 836 | loss: 0.031117 | val_loss: 0.0311411 | Time: 2628.03 ms [2020-12-19 08:49:01 main:574] : INFO : Epoch 837 | loss: 0.0311174 | val_loss: 0.0311409 | Time: 2611.7 ms [2020-12-19 08:49:04 main:574] : INFO : Epoch 838 | loss: 0.0311167 | val_loss: 0.0311391 | Time: 2770.08 ms [2020-12-19 08:49:06 main:574] : INFO : Epoch 839 | loss: 0.0311165 | val_loss: 0.0311341 | Time: 2554.81 ms [2020-12-19 08:49:09 main:574] : INFO : Epoch 840 | loss: 0.0311143 | val_loss: 0.0311384 | Time: 2735.67 ms [2020-12-19 08:49:12 main:574] : INFO : Epoch 841 | loss: 0.0311138 | val_loss: 0.03114 | Time: 2751.08 ms [2020-12-19 08:49:15 main:574] : INFO : Epoch 842 | loss: 0.0311131 | val_loss: 0.0311347 | Time: 2658.14 ms [2020-12-19 08:49:17 main:574] : INFO : Epoch 843 | loss: 0.0311143 | val_loss: 0.0311439 | Time: 2705.91 ms [2020-12-19 08:49:20 main:574] : INFO : Epoch 844 | loss: 0.0311191 | val_loss: 0.0311395 | Time: 2934.43 ms [2020-12-19 08:49:23 main:574] : INFO : Epoch 845 | loss: 0.0311127 | val_loss: 0.0311307 | Time: 2562.79 ms [2020-12-19 08:49:25 main:574] : INFO : Epoch 846 | loss: 0.0311101 | val_loss: 0.0311327 | Time: 2603.08 ms [2020-12-19 08:49:28 main:574] : INFO : Epoch 847 | loss: 0.0311095 | val_loss: 0.0311353 | Time: 2878.86 ms [2020-12-19 08:49:31 main:574] : INFO : Epoch 848 | loss: 0.0311097 | val_loss: 0.0311373 | Time: 2640.96 ms [2020-12-19 08:49:34 main:574] : INFO : Epoch 849 | loss: 0.0311115 | val_loss: 0.0311314 | Time: 2654.48 ms [2020-12-19 08:49:36 main:574] : INFO : Epoch 850 | loss: 0.03111 | val_loss: 0.0311348 | Time: 2783.45 ms [2020-12-19 08:49:39 main:574] : INFO : Epoch 851 | loss: 0.0311092 | val_loss: 0.0311333 | Time: 2726.68 ms [2020-12-19 08:49:42 main:574] : INFO : Epoch 852 | loss: 0.0311099 | val_loss: 0.031138 | Time: 2477.64 ms [2020-12-19 08:49:45 main:574] : INFO : Epoch 853 | loss: 0.0311111 | val_loss: 0.0311354 | Time: 2846.99 ms [2020-12-19 08:49:48 main:574] : INFO : Epoch 854 | loss: 0.0311136 | val_loss: 0.0311332 | Time: 2940.67 ms [2020-12-19 08:49:50 main:574] : INFO : Epoch 855 | loss: 0.0311158 | val_loss: 0.0311366 | Time: 2531.9 ms [2020-12-19 08:49:53 main:574] : INFO : Epoch 856 | loss: 0.0311169 | val_loss: 0.0311359 | Time: 2598.1 ms [2020-12-19 08:49:55 main:574] : INFO : Epoch 857 | loss: 0.0311145 | val_loss: 0.0311339 | Time: 2603.19 ms [2020-12-19 08:49:58 main:574] : INFO : Epoch 858 | loss: 0.0311119 | val_loss: 0.0311334 | Time: 2854.85 ms [2020-12-19 08:50:01 main:574] : INFO : Epoch 859 | loss: 0.0311118 | val_loss: 0.0311342 | Time: 2702.12 ms [2020-12-19 08:50:04 main:574] : INFO : Epoch 860 | loss: 0.0311146 | val_loss: 0.0311503 | Time: 2813.88 ms [2020-12-19 08:50:06 main:574] : INFO : Epoch 861 | loss: 0.0311416 | val_loss: 0.0311527 | Time: 2603.84 ms [2020-12-19 08:50:09 main:574] : INFO : Epoch 862 | loss: 0.0311395 | val_loss: 0.0311514 | Time: 2677.51 ms [2020-12-19 08:50:12 main:574] : INFO : Epoch 863 | loss: 0.0311319 | val_loss: 0.031145 | Time: 2729.56 ms [2020-12-19 08:50:14 main:574] : INFO : Epoch 864 | loss: 0.0311268 | val_loss: 0.0311415 | Time: 2673.02 ms [2020-12-19 08:50:17 main:574] : INFO : Epoch 865 | loss: 0.0311254 | val_loss: 0.0311448 | Time: 2695.25 ms [2020-12-19 08:50:20 main:574] : INFO : Epoch 866 | loss: 0.0311211 | val_loss: 0.0311435 | Time: 3234.63 ms [2020-12-19 08:50:23 main:574] : INFO : Epoch 867 | loss: 0.0311204 | val_loss: 0.0311468 | Time: 2817.28 ms [2020-12-19 08:50:26 main:574] : INFO : Epoch 868 | loss: 0.0311191 | val_loss: 0.0311378 | Time: 2853.39 ms [2020-12-19 08:50:29 main:574] : INFO : Epoch 869 | loss: 0.0311163 | val_loss: 0.0311403 | Time: 2594.71 ms [2020-12-19 08:50:32 main:574] : INFO : Epoch 870 | loss: 0.0311157 | val_loss: 0.0311371 | Time: 2797.99 ms [2020-12-19 08:50:34 main:574] : INFO : Epoch 871 | loss: 0.0311165 | val_loss: 0.0311391 | Time: 2702.57 ms [2020-12-19 08:50:37 main:574] : INFO : Epoch 872 | loss: 0.0311153 | val_loss: 0.0311372 | Time: 2957.02 ms [2020-12-19 08:50:40 main:574] : INFO : Epoch 873 | loss: 0.0311141 | val_loss: 0.0311378 | Time: 2650.19 ms [2020-12-19 08:50:43 main:574] : INFO : Epoch 874 | loss: 0.0311119 | val_loss: 0.031137 | Time: 2729.27 ms [2020-12-19 08:50:45 main:574] : INFO : Epoch 875 | loss: 0.0311125 | val_loss: 0.0311413 | Time: 2736.38 ms [2020-12-19 08:50:48 main:574] : INFO : Epoch 876 | loss: 0.0311138 | val_loss: 0.0311448 | Time: 2775.75 ms [2020-12-19 08:50:51 main:574] : INFO : Epoch 877 | loss: 0.0311156 | val_loss: 0.0311358 | Time: 2561.55 ms [2020-12-19 08:50:54 main:574] : INFO : Epoch 878 | loss: 0.031112 | val_loss: 0.0311378 | Time: 2936.34 ms [2020-12-19 08:50:57 main:574] : INFO : Epoch 879 | loss: 0.0311177 | val_loss: 0.0311417 | Time: 2648.54 ms [2020-12-19 08:50:59 main:574] : INFO : Epoch 880 | loss: 0.031123 | val_loss: 0.0311465 | Time: 2773.91 ms [2020-12-19 08:51:02 main:574] : INFO : Epoch 881 | loss: 0.0311204 | val_loss: 0.0311449 | Time: 2634.74 ms [2020-12-19 08:51:05 main:574] : INFO : Epoch 882 | loss: 0.0311192 | val_loss: 0.0311391 | Time: 2772.83 ms [2020-12-19 08:51:07 main:574] : INFO : Epoch 883 | loss: 0.0311165 | val_loss: 0.0311355 | Time: 2576.78 ms [2020-12-19 08:51:10 main:574] : INFO : Epoch 884 | loss: 0.0311138 | val_loss: 0.0311346 | Time: 2793.18 ms [2020-12-19 08:51:13 main:574] : INFO : Epoch 885 | loss: 0.0311108 | val_loss: 0.0311338 | Time: 2740.3 ms [2020-12-19 08:51:16 main:574] : INFO : Epoch 886 | loss: 0.0311113 | val_loss: 0.0311358 | Time: 2853.39 ms [2020-12-19 08:51:18 main:574] : INFO : Epoch 887 | loss: 0.0311139 | val_loss: 0.0311412 | Time: 2536.16 ms [2020-12-19 08:51:21 main:574] : INFO : Epoch 888 | loss: 0.0311238 | val_loss: 0.0311451 | Time: 2626.53 ms [2020-12-19 08:51:24 main:574] : INFO : Epoch 889 | loss: 0.0311229 | val_loss: 0.031143 | Time: 2616.25 ms [2020-12-19 08:51:26 main:574] : INFO : Epoch 890 | loss: 0.0311121 | val_loss: 0.031135 | Time: 2629.61 ms [2020-12-19 08:51:29 main:574] : INFO : Epoch 891 | loss: 0.0311109 | val_loss: 0.0311495 | Time: 3007.36 ms [2020-12-19 08:51:32 main:574] : INFO : Epoch 892 | loss: 0.0311116 | val_loss: 0.0311327 | Time: 2837.18 ms [2020-12-19 08:51:35 main:574] : INFO : Epoch 893 | loss: 0.0311124 | val_loss: 0.0311334 | Time: 2868.01 ms [2020-12-19 08:51:38 main:574] : INFO : Epoch 894 | loss: 0.0311087 | val_loss: 0.0311366 | Time: 3022.7 ms [2020-12-19 08:51:41 main:574] : INFO : Epoch 895 | loss: 0.0311119 | val_loss: 0.0311319 | Time: 2778.56 ms [2020-12-19 08:51:44 main:574] : INFO : Epoch 896 | loss: 0.0311123 | val_loss: 0.0311367 | Time: 3106.78 ms [2020-12-19 08:51:47 main:574] : INFO : Epoch 897 | loss: 0.0311149 | val_loss: 0.0311367 | Time: 2909.47 ms [2020-12-19 08:51:50 main:574] : INFO : Epoch 898 | loss: 0.031113 | val_loss: 0.0311297 | Time: 2747.13 ms [2020-12-19 08:51:53 main:574] : INFO : Epoch 899 | loss: 0.03111 | val_loss: 0.0311306 | Time: 2846.88 ms [2020-12-19 08:51:56 main:574] : INFO : Epoch 900 | loss: 0.0311092 | val_loss: 0.0311273 | Time: 2808.16 ms [2020-12-19 08:51:58 main:574] : INFO : Epoch 901 | loss: 0.031108 | val_loss: 0.0311313 | Time: 2771.56 ms [2020-12-19 08:52:01 main:574] : INFO : Epoch 902 | loss: 0.0311068 | val_loss: 0.0311296 | Time: 2603.08 ms [2020-12-19 08:52:04 main:574] : INFO : Epoch 903 | loss: 0.0311077 | val_loss: 0.031135 | Time: 2744.73 ms [2020-12-19 08:52:07 main:574] : INFO : Epoch 904 | loss: 0.0311079 | val_loss: 0.0311324 | Time: 2766.53 ms [2020-12-19 08:52:09 main:574] : INFO : Epoch 905 | loss: 0.0311095 | val_loss: 0.0311268 | Time: 2633.17 ms [2020-12-19 08:52:12 main:574] : INFO : Epoch 906 | loss: 0.0311088 | val_loss: 0.0311262 | Time: 2675.7 ms [2020-12-19 08:52:15 main:574] : INFO : Epoch 907 | loss: 0.0311067 | val_loss: 0.0311251 | Time: 2657.33 ms [2020-12-19 08:52:17 main:574] : INFO : Epoch 908 | loss: 0.0311074 | val_loss: 0.0311298 | Time: 2701.06 ms [2020-12-19 08:52:20 main:574] : INFO : Epoch 909 | loss: 0.031107 | val_loss: 0.0311299 | Time: 2719.66 ms [2020-12-19 08:52:23 main:574] : INFO : Epoch 910 | loss: 0.0311067 | val_loss: 0.0311342 | Time: 2741.53 ms [2020-12-19 08:52:26 main:574] : INFO : Epoch 911 | loss: 0.031108 | val_loss: 0.0311286 | Time: 2865.31 ms [2020-12-19 08:52:28 main:574] : INFO : Epoch 912 | loss: 0.0311084 | val_loss: 0.0311336 | Time: 2551.06 ms [2020-12-19 08:52:31 main:574] : INFO : Epoch 913 | loss: 0.0311056 | val_loss: 0.0311264 | Time: 2761.66 ms [2020-12-19 08:52:34 main:574] : INFO : Epoch 914 | loss: 0.0311043 | val_loss: 0.031134 | Time: 2930.8 ms [2020-12-19 08:52:37 main:574] : INFO : Epoch 915 | loss: 0.0311035 | val_loss: 0.0311272 | Time: 3148.19 ms [2020-12-19 08:52:40 main:574] : INFO : Epoch 916 | loss: 0.031103 | val_loss: 0.0311291 | Time: 2680.05 ms [2020-12-19 08:52:42 main:574] : INFO : Epoch 917 | loss: 0.0311004 | val_loss: 0.0311294 | Time: 2614.19 ms [2020-12-19 08:52:45 main:574] : INFO : Epoch 918 | loss: 0.031102 | val_loss: 0.0311294 | Time: 2823.19 ms [2020-12-19 08:52:48 main:574] : INFO : Epoch 919 | loss: 0.0311042 | val_loss: 0.0311307 | Time: 2840.18 ms [2020-12-19 08:52:51 main:574] : INFO : Epoch 920 | loss: 0.0311048 | val_loss: 0.031132 | Time: 2868.91 ms [2020-12-19 08:52:54 main:574] : INFO : Epoch 921 | loss: 0.0311053 | val_loss: 0.0311294 | Time: 2613.57 ms [2020-12-19 08:52:57 main:574] : INFO : Epoch 922 | loss: 0.0311031 | val_loss: 0.0311309 | Time: 2719.85 ms [2020-12-19 08:52:59 main:574] : INFO : Epoch 923 | loss: 0.0311047 | val_loss: 0.0311384 | Time: 2692.79 ms [2020-12-19 08:53:02 main:574] : INFO : Epoch 924 | loss: 0.031105 | val_loss: 0.0311323 | Time: 2728.91 ms [2020-12-19 08:53:05 main:574] : INFO : Epoch 925 | loss: 0.0311029 | val_loss: 0.0311344 | Time: 2615.87 ms [2020-12-19 08:53:07 main:574] : INFO : Epoch 926 | loss: 0.0311012 | val_loss: 0.0311294 | Time: 2647.71 ms [2020-12-19 08:53:10 main:574] : INFO : Epoch 927 | loss: 0.0311 | val_loss: 0.031127 | Time: 2525.35 ms [2020-12-19 08:53:13 main:574] : INFO : Epoch 928 | loss: 0.0310994 | val_loss: 0.0311271 | Time: 2692.77 ms [2020-12-19 08:53:15 main:574] : INFO : Epoch 929 | loss: 0.0311022 | val_loss: 0.0311284 | Time: 2845.95 ms [2020-12-19 08:53:18 main:574] : INFO : Epoch 930 | loss: 0.031102 | val_loss: 0.0311306 | Time: 2691.06 ms [2020-12-19 08:53:21 main:574] : INFO : Epoch 931 | loss: 0.031111 | val_loss: 0.0311337 | Time: 2677.15 ms [2020-12-19 08:53:23 main:574] : INFO : Epoch 932 | loss: 0.0311267 | val_loss: 0.0311357 | Time: 2629.76 ms [2020-12-19 08:53:26 main:574] : INFO : Epoch 933 | loss: 0.0311278 | val_loss: 0.0311366 | Time: 2767.44 ms [2020-12-19 08:53:29 main:574] : INFO : Epoch 934 | loss: 0.0311238 | val_loss: 0.0311306 | Time: 2854.07 ms [2020-12-19 08:53:32 main:574] : INFO : Epoch 935 | loss: 0.0311209 | val_loss: 0.0311291 | Time: 2785.58 ms [2020-12-19 08:53:35 main:574] : INFO : Epoch 936 | loss: 0.0311182 | val_loss: 0.031128 | Time: 2681.98 ms [2020-12-19 08:53:38 main:574] : INFO : Epoch 937 | loss: 0.0311214 | val_loss: 0.0311404 | Time: 3323.07 ms [2020-12-19 08:53:41 main:574] : INFO : Epoch 938 | loss: 0.0311301 | val_loss: 0.0311349 | Time: 3019.99 ms [2020-12-19 08:53:44 main:574] : INFO : Epoch 939 | loss: 0.0311247 | val_loss: 0.0311314 | Time: 3016.31 ms [2020-12-19 08:53:47 main:574] : INFO : Epoch 940 | loss: 0.0311204 | val_loss: 0.0311317 | Time: 2731.71 ms [2020-12-19 08:53:50 main:574] : INFO : Epoch 941 | loss: 0.0311171 | val_loss: 0.0311319 | Time: 2635.19 ms [2020-12-19 08:53:52 main:574] : INFO : Epoch 942 | loss: 0.0311141 | val_loss: 0.031128 | Time: 2856.03 ms [2020-12-19 08:53:55 main:574] : INFO : Epoch 943 | loss: 0.0311125 | val_loss: 0.031132 | Time: 2889.31 ms [2020-12-19 08:53:58 main:574] : INFO : Epoch 944 | loss: 0.0311112 | val_loss: 0.0311292 | Time: 2885.78 ms [2020-12-19 08:54:01 main:574] : INFO : Epoch 945 | loss: 0.0311111 | val_loss: 0.0311333 | Time: 2578.33 ms [2020-12-19 08:54:04 main:574] : INFO : Epoch 946 | loss: 0.0311111 | val_loss: 0.0311317 | Time: 2801.37 ms [2020-12-19 08:54:06 main:574] : INFO : Epoch 947 | loss: 0.0311093 | val_loss: 0.03113 | Time: 2643.31 ms [2020-12-19 08:54:09 main:574] : INFO : Epoch 948 | loss: 0.031114 | val_loss: 0.0311288 | Time: 2573.69 ms [2020-12-19 08:54:12 main:574] : INFO : Epoch 949 | loss: 0.0311267 | val_loss: 0.031129 | Time: 2809.8 ms [2020-12-19 08:54:15 main:574] : INFO : Epoch 950 | loss: 0.0311249 | val_loss: 0.0311278 | Time: 2818.25 ms [2020-12-19 08:54:17 main:574] : INFO : Epoch 951 | loss: 0.0311264 | val_loss: 0.0311259 | Time: 2655.56 ms [2020-12-19 08:54:21 main:574] : INFO : Epoch 952 | loss: 0.0311219 | val_loss: 0.0311275 | Time: 3370.19 ms [2020-12-19 08:54:23 main:574] : INFO : Epoch 953 | loss: 0.0311199 | val_loss: 0.0311255 | Time: 2686.84 ms [2020-12-19 08:54:27 main:574] : INFO : Epoch 954 | loss: 0.0311184 | val_loss: 0.0311311 | Time: 3080.91 ms [2020-12-19 08:54:29 main:574] : INFO : Epoch 955 | loss: 0.0311174 | val_loss: 0.0311318 | Time: 2689.77 ms [2020-12-19 08:54:32 main:574] : INFO : Epoch 956 | loss: 0.0311225 | val_loss: 0.0311268 | Time: 2626.88 ms [2020-12-19 08:54:35 main:574] : INFO : Epoch 957 | loss: 0.0311159 | val_loss: 0.0311319 | Time: 3243.47 ms [2020-12-19 08:54:38 main:574] : INFO : Epoch 958 | loss: 0.0311151 | val_loss: 0.0311332 | Time: 2864.76 ms [2020-12-19 08:54:41 main:574] : INFO : Epoch 959 | loss: 0.031115 | val_loss: 0.0311337 | Time: 2783.4 ms [2020-12-19 08:54:43 main:574] : INFO : Epoch 960 | loss: 0.0311567 | val_loss: 0.0311786 | Time: 2601.58 ms [2020-12-19 08:54:46 main:574] : INFO : Epoch 961 | loss: 0.0311764 | val_loss: 0.031176 | Time: 2766.6 ms [2020-12-19 08:54:49 main:574] : INFO : Epoch 962 | loss: 0.031173 | val_loss: 0.031175 | Time: 2859.13 ms [2020-12-19 08:54:52 main:574] : INFO : Epoch 963 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 2652.97 ms [2020-12-19 08:54:55 main:574] : INFO : Epoch 964 | loss: 0.0311645 | val_loss: 0.0311652 | Time: 2794.6 ms [2020-12-19 08:54:57 main:574] : INFO : Epoch 965 | loss: 0.0311611 | val_loss: 0.0311767 | Time: 2690.02 ms [2020-12-19 08:55:00 main:574] : INFO : Epoch 966 | loss: 0.0311602 | val_loss: 0.0311606 | Time: 2851.35 ms [2020-12-19 08:55:03 main:574] : INFO : Epoch 967 | loss: 0.0311558 | val_loss: 0.0311602 | Time: 2584.04 ms [2020-12-19 08:55:06 main:574] : INFO : Epoch 968 | loss: 0.031154 | val_loss: 0.0311617 | Time: 2747.13 ms [2020-12-19 08:55:08 main:574] : INFO : Epoch 969 | loss: 0.0311513 | val_loss: 0.0311585 | Time: 2747.65 ms [2020-12-19 08:55:11 main:574] : INFO : Epoch 970 | loss: 0.0311482 | val_loss: 0.0311561 | Time: 2699.8 ms [2020-12-19 08:55:14 main:574] : INFO : Epoch 971 | loss: 0.0311488 | val_loss: 0.0311597 | Time: 2603.14 ms [2020-12-19 08:55:16 main:574] : INFO : Epoch 972 | loss: 0.0311487 | val_loss: 0.0311578 | Time: 2690.01 ms [2020-12-19 08:55:19 main:574] : INFO : Epoch 973 | loss: 0.0311466 | val_loss: 0.0311575 | Time: 2673.95 ms [2020-12-19 08:55:22 main:574] : INFO : Epoch 974 | loss: 0.0311447 | val_loss: 0.0311564 | Time: 2672.88 ms [2020-12-19 08:55:24 main:574] : INFO : Epoch 975 | loss: 0.0311467 | val_loss: 0.0311559 | Time: 2513.37 ms [2020-12-19 08:55:27 main:574] : INFO : Epoch 976 | loss: 0.0311454 | val_loss: 0.0311547 | Time: 2797.14 ms [2020-12-19 08:55:30 main:574] : INFO : Epoch 977 | loss: 0.0311447 | val_loss: 0.0311547 | Time: 2650.86 ms [2020-12-19 08:55:33 main:574] : INFO : Epoch 978 | loss: 0.0311452 | val_loss: 0.0311562 | Time: 2784.64 ms [2020-12-19 08:55:35 main:574] : INFO : Epoch 979 | loss: 0.0311422 | val_loss: 0.031156 | Time: 2572.41 ms [2020-12-19 08:55:38 main:574] : INFO : Epoch 980 | loss: 0.0311419 | val_loss: 0.0311559 | Time: 2774.36 ms [2020-12-19 08:55:41 main:574] : INFO : Epoch 981 | loss: 0.0311419 | val_loss: 0.0311542 | Time: 2862.26 ms [2020-12-19 08:55:44 main:574] : INFO : Epoch 982 | loss: 0.0311409 | val_loss: 0.0311529 | Time: 2810.53 ms [2020-12-19 08:55:46 main:574] : INFO : Epoch 983 | loss: 0.0311442 | val_loss: 0.0311581 | Time: 2524.74 ms [2020-12-19 08:55:49 main:574] : INFO : Epoch 984 | loss: 0.0311497 | val_loss: 0.0311541 | Time: 2883.18 ms [2020-12-19 08:55:52 main:574] : INFO : Epoch 985 | loss: 0.0311428 | val_loss: 0.0311528 | Time: 2854.78 ms [2020-12-19 08:55:55 main:574] : INFO : Epoch 986 | loss: 0.0311423 | val_loss: 0.0311551 | Time: 2628.71 ms [2020-12-19 08:55:57 main:574] : INFO : Epoch 987 | loss: 0.0311408 | val_loss: 0.0311554 | Time: 2749.13 ms [2020-12-19 08:56:00 main:574] : INFO : Epoch 988 | loss: 0.0311399 | val_loss: 0.0311526 | Time: 2854.72 ms [2020-12-19 08:56:03 main:574] : INFO : Epoch 989 | loss: 0.0311382 | val_loss: 0.0311518 | Time: 2772.3 ms [2020-12-19 08:56:06 main:574] : INFO : Epoch 990 | loss: 0.0311385 | val_loss: 0.0311574 | Time: 2598.64 ms [2020-12-19 08:56:09 main:574] : INFO : Epoch 991 | loss: 0.0311376 | val_loss: 0.0311534 | Time: 2708.6 ms [2020-12-19 08:56:11 main:574] : INFO : Epoch 992 | loss: 0.0311374 | val_loss: 0.0311516 | Time: 2724.01 ms [2020-12-19 08:56:14 main:574] : INFO : Epoch 993 | loss: 0.0311392 | val_loss: 0.031155 | Time: 2778.45 ms [2020-12-19 08:56:17 main:574] : INFO : Epoch 994 | loss: 0.0311416 | val_loss: 0.0311517 | Time: 2691.75 ms [2020-12-19 08:56:20 main:574] : INFO : Epoch 995 | loss: 0.0311453 | val_loss: 0.0311514 | Time: 2731.13 ms [2020-12-19 08:56:22 main:574] : INFO : Epoch 996 | loss: 0.0311472 | val_loss: 0.0311606 | Time: 2718.92 ms [2020-12-19 08:56:25 main:574] : INFO : Epoch 997 | loss: 0.0311425 | val_loss: 0.031152 | Time: 2565.7 ms [2020-12-19 08:56:28 main:574] : INFO : Epoch 998 | loss: 0.0311385 | val_loss: 0.0311546 | Time: 2739.37 ms [2020-12-19 08:56:30 main:574] : INFO : Epoch 999 | loss: 0.0311368 | val_loss: 0.0311514 | Time: 2726.02 ms [2020-12-19 08:56:33 main:574] : INFO : Epoch 1000 | loss: 0.0311379 | val_loss: 0.0311626 | Time: 2641.24 ms [2020-12-19 08:56:36 main:574] : INFO : Epoch 1001 | loss: 0.0311441 | val_loss: 0.0311535 | Time: 2760.6 ms [2020-12-19 08:56:39 main:574] : INFO : Epoch 1002 | loss: 0.0311358 | val_loss: 0.0311499 | Time: 2992.41 ms [2020-12-19 08:56:42 main:574] : INFO : Epoch 1003 | loss: 0.031135 | val_loss: 0.0311529 | Time: 2910.35 ms [2020-12-19 08:56:45 main:574] : INFO : Epoch 1004 | loss: 0.0311357 | val_loss: 0.0311653 | Time: 3104.6 ms [2020-12-19 08:56:48 main:574] : INFO : Epoch 1005 | loss: 0.0311331 | val_loss: 0.0311496 | Time: 2893.75 ms [2020-12-19 08:56:51 main:574] : INFO : Epoch 1006 | loss: 0.0311317 | val_loss: 0.0311485 | Time: 2639.67 ms [2020-12-19 08:56:53 main:574] : INFO : Epoch 1007 | loss: 0.0311348 | val_loss: 0.0311546 | Time: 2676.77 ms [2020-12-19 08:56:56 main:574] : INFO : Epoch 1008 | loss: 0.031132 | val_loss: 0.0311481 | Time: 2869.97 ms [2020-12-19 08:56:59 main:574] : INFO : Epoch 1009 | loss: 0.0311296 | val_loss: 0.0311473 | Time: 2963.49 ms [2020-12-19 08:57:02 main:574] : INFO : Epoch 1010 | loss: 0.0311283 | val_loss: 0.0311483 | Time: 2571.49 ms [2020-12-19 08:57:04 main:574] : INFO : Epoch 1011 | loss: 0.0311277 | val_loss: 0.0311473 | Time: 2707.08 ms [2020-12-19 08:57:07 main:574] : INFO : Epoch 1012 | loss: 0.0311269 | val_loss: 0.0311483 | Time: 2810.25 ms [2020-12-19 08:57:10 main:574] : INFO : Epoch 1013 | loss: 0.0311273 | val_loss: 0.0311465 | Time: 2617.41 ms [2020-12-19 08:57:13 main:574] : INFO : Epoch 1014 | loss: 0.0311272 | val_loss: 0.0311474 | Time: 2753.45 ms [2020-12-19 08:57:16 main:574] : INFO : Epoch 1015 | loss: 0.031125 | val_loss: 0.0311475 | Time: 2827.37 ms [2020-12-19 08:57:18 main:574] : INFO : Epoch 1016 | loss: 0.0311253 | val_loss: 0.0311469 | Time: 2626.8 ms [2020-12-19 08:57:21 main:574] : INFO : Epoch 1017 | loss: 0.0311244 | val_loss: 0.0311451 | Time: 2472.3 ms [2020-12-19 08:57:24 main:574] : INFO : Epoch 1018 | loss: 0.0311224 | val_loss: 0.0311437 | Time: 2882.2 ms [2020-12-19 08:57:26 main:574] : INFO : Epoch 1019 | loss: 0.0311243 | val_loss: 0.0311449 | Time: 2686.38 ms [2020-12-19 08:57:29 main:574] : INFO : Epoch 1020 | loss: 0.0311234 | val_loss: 0.0311476 | Time: 2676.63 ms [2020-12-19 08:57:32 main:574] : INFO : Epoch 1021 | loss: 0.0311232 | val_loss: 0.0311463 | Time: 2776.49 ms [2020-12-19 08:57:34 main:574] : INFO : Epoch 1022 | loss: 0.031125 | val_loss: 0.0311451 | Time: 2703.68 ms [2020-12-19 08:57:38 main:574] : INFO : Epoch 1023 | loss: 0.0311307 | val_loss: 0.0311476 | Time: 3295.52 ms [2020-12-19 08:57:41 main:574] : INFO : Epoch 1024 | loss: 0.0311262 | val_loss: 0.0311526 | Time: 2782.96 ms [2020-12-19 08:57:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311526 [2020-12-19 08:57:41 main:603] : INFO : Saving end state to config to file [2020-12-19 08:57:41 main:608] : INFO : Success, exiting.. 08:57:41 (2688): 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)