Task 3162773
| Name | EightBitModified-1605455512-30797-3_0 |
| Workunit | 1461973 |
| Created | 2 Dec 2020, 20:20:24 UTC |
| Sent | 5 Dec 2020, 10:03:52 UTC |
| Report deadline | 12 Dec 2020, 10:03:52 UTC |
| Received | 9 Dec 2020, 9:22:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 45 min 41 sec |
| CPU time | 44 min 16 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 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>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0626571 | val_loss: 0.062624 | Time: 2555.68 ms
[2020-12-09 09:59:48 main:574] : INFO : Epoch 515 | loss: 0.0625982 | val_loss: 0.0626045 | Time: 2531.54 ms
[2020-12-09 09:59:51 main:574] : INFO : Epoch 516 | loss: 0.0625876 | val_loss: 0.0626046 | Time: 2541.75 ms
[2020-12-09 09:59:53 main:574] : INFO : Epoch 517 | loss: 0.0625941 | val_loss: 0.0626222 | Time: 2605.97 ms
[2020-12-09 09:59:56 main:574] : INFO : Epoch 518 | loss: 0.0626445 | val_loss: 0.0626702 | Time: 2677.85 ms
[2020-12-09 09:59:59 main:574] : INFO : Epoch 519 | loss: 0.0626337 | val_loss: 0.0626315 | Time: 2667.72 ms
[2020-12-09 10:00:01 main:574] : INFO : Epoch 520 | loss: 0.0626106 | val_loss: 0.0626456 | Time: 2607.48 ms
[2020-12-09 10:00:04 main:574] : INFO : Epoch 521 | loss: 0.0626496 | val_loss: 0.0626382 | Time: 2653.07 ms
[2020-12-09 10:00:07 main:574] : INFO : Epoch 522 | loss: 0.062609 | val_loss: 0.0626244 | Time: 2628.29 ms
[2020-12-09 10:00:09 main:574] : INFO : Epoch 523 | loss: 0.0625968 | val_loss: 0.0626081 | Time: 2636.23 ms
[2020-12-09 10:00:12 main:574] : INFO : Epoch 524 | loss: 0.0625987 | val_loss: 0.0626634 | Time: 2554.27 ms
[2020-12-09 10:00:15 main:574] : INFO : Epoch 525 | loss: 0.0627217 | val_loss: 0.0626577 | Time: 2625.85 ms
[2020-12-09 10:00:17 main:574] : INFO : Epoch 526 | loss: 0.0626187 | val_loss: 0.0626119 | Time: 2649.55 ms
[2020-12-09 10:00:20 main:574] : INFO : Epoch 527 | loss: 0.0626075 | val_loss: 0.0626271 | Time: 2552.9 ms
[2020-12-09 10:00:22 main:574] : INFO : Epoch 528 | loss: 0.0626265 | val_loss: 0.0626179 | Time: 2556.19 ms
[2020-12-09 10:00:25 main:574] : INFO : Epoch 529 | loss: 0.0626007 | val_loss: 0.0626177 | Time: 2720.23 ms
[2020-12-09 10:00:28 main:574] : INFO : Epoch 530 | loss: 0.0626092 | val_loss: 0.0626473 | Time: 2539.29 ms
[2020-12-09 10:00:30 main:574] : INFO : Epoch 531 | loss: 0.0626422 | val_loss: 0.0626229 | Time: 2677.59 ms
[2020-12-09 10:00:33 main:574] : INFO : Epoch 532 | loss: 0.0626213 | val_loss: 0.0626817 | Time: 2558.5 ms
[2020-12-09 10:00:36 main:574] : INFO : Epoch 533 | loss: 0.0626413 | val_loss: 0.0626797 | Time: 2556.45 ms
[2020-12-09 10:00:38 main:574] : INFO : Epoch 534 | loss: 0.0626369 | val_loss: 0.0626429 | Time: 2776.69 ms
[2020-12-09 10:00:41 main:574] : INFO : Epoch 535 | loss: 0.0626342 | val_loss: 0.0626416 | Time: 2768.06 ms
[2020-12-09 10:00:44 main:574] : INFO : Epoch 536 | loss: 0.0626071 | val_loss: 0.0626265 | Time: 2605.08 ms
[2020-12-09 10:00:46 main:574] : INFO : Epoch 537 | loss: 0.0626402 | val_loss: 0.062713 | Time: 2530.89 ms
[2020-12-09 10:00:49 main:574] : INFO : Epoch 538 | loss: 0.0626272 | val_loss: 0.0626169 | Time: 2544.3 ms
[2020-12-09 10:00:52 main:574] : INFO : Epoch 539 | loss: 0.0626274 | val_loss: 0.0626368 | Time: 2534.78 ms
[2020-12-09 10:00:54 main:574] : INFO : Epoch 540 | loss: 0.062608 | val_loss: 0.0626056 | Time: 2645.44 ms
[2020-12-09 10:00:57 main:574] : INFO : Epoch 541 | loss: 0.0625938 | val_loss: 0.0626025 | Time: 2644 ms
[2020-12-09 10:01:00 main:574] : INFO : Epoch 542 | loss: 0.062597 | val_loss: 0.0626371 | Time: 2674.14 ms
[2020-12-09 10:01:02 main:574] : INFO : Epoch 543 | loss: 0.0626771 | val_loss: 0.062708 | Time: 2618.67 ms
[2020-12-09 10:01:05 main:574] : INFO : Epoch 544 | loss: 0.0626325 | val_loss: 0.0626243 | Time: 2687.64 ms
[2020-12-09 10:01:08 main:574] : INFO : Epoch 545 | loss: 0.0625991 | val_loss: 0.0625983 | Time: 2649.28 ms
[2020-12-09 10:01:10 main:574] : INFO : Epoch 546 | loss: 0.0625909 | val_loss: 0.0626045 | Time: 2555.55 ms
[2020-12-09 10:01:13 main:574] : INFO : Epoch 547 | loss: 0.0626558 | val_loss: 0.0626442 | Time: 2676.24 ms
[2020-12-09 10:01:16 main:574] : INFO : Epoch 548 | loss: 0.0626117 | val_loss: 0.0626129 | Time: 2736.46 ms
[2020-12-09 10:01:18 main:574] : INFO : Epoch 549 | loss: 0.0626006 | val_loss: 0.0626071 | Time: 2476.53 ms
[2020-12-09 10:01:21 main:574] : INFO : Epoch 550 | loss: 0.0626197 | val_loss: 0.0626139 | Time: 2774.71 ms
[2020-12-09 10:01:24 main:574] : INFO : Epoch 551 | loss: 0.0626009 | val_loss: 0.0626096 | Time: 2725.11 ms
[2020-12-09 10:01:27 main:574] : INFO : Epoch 552 | loss: 0.0626175 | val_loss: 0.0626264 | Time: 2614.31 ms
[2020-12-09 10:01:29 main:574] : INFO : Epoch 553 | loss: 0.0626128 | val_loss: 0.0627343 | Time: 2629.53 ms
[2020-12-09 10:01:32 main:574] : INFO : Epoch 554 | loss: 0.0627344 | val_loss: 0.0626819 | Time: 2694.56 ms
[2020-12-09 10:01:35 main:574] : INFO : Epoch 555 | loss: 0.0626185 | val_loss: 0.0626235 | Time: 2584.1 ms
[2020-12-09 10:01:37 main:574] : INFO : Epoch 556 | loss: 0.0625972 | val_loss: 0.0625969 | Time: 2678.89 ms
[2020-12-09 10:01:40 main:574] : INFO : Epoch 557 | loss: 0.0625932 | val_loss: 0.0626208 | Time: 2683.43 ms
[2020-12-09 10:01:43 main:574] : INFO : Epoch 558 | loss: 0.0626198 | val_loss: 0.0626248 | Time: 2698.36 ms
[2020-12-09 10:01:46 main:574] : INFO : Epoch 559 | loss: 0.0625993 | val_loss: 0.0626128 | Time: 2533.3 ms
[2020-12-09 10:01:48 main:574] : INFO : Epoch 560 | loss: 0.0626118 | val_loss: 0.0626766 | Time: 2522.81 ms
[2020-12-09 10:01:51 main:574] : INFO : Epoch 561 | loss: 0.062642 | val_loss: 0.0627043 | Time: 2598.66 ms
[2020-12-09 10:01:53 main:574] : INFO : Epoch 562 | loss: 0.0626268 | val_loss: 0.0626174 | Time: 2656.01 ms
[2020-12-09 10:01:56 main:574] : INFO : Epoch 563 | loss: 0.0625981 | val_loss: 0.0626042 | Time: 2565.56 ms
[2020-12-09 10:01:59 main:574] : INFO : Epoch 564 | loss: 0.062598 | val_loss: 0.0626318 | Time: 2557.49 ms
[2020-12-09 10:02:01 main:574] : INFO : Epoch 565 | loss: 0.06261 | val_loss: 0.0626473 | Time: 2593.64 ms
[2020-12-09 10:02:04 main:574] : INFO : Epoch 566 | loss: 0.0626388 | val_loss: 0.0626312 | Time: 2604.52 ms
[2020-12-09 10:02:07 main:574] : INFO : Epoch 567 | loss: 0.062606 | val_loss: 0.0626033 | Time: 2609.93 ms
[2020-12-09 10:02:09 main:574] : INFO : Epoch 568 | loss: 0.0625897 | val_loss: 0.06262 | Time: 2614.24 ms
[2020-12-09 10:02:12 main:574] : INFO : Epoch 569 | loss: 0.0626544 | val_loss: 0.062657 | Time: 2591.94 ms
[2020-12-09 10:02:14 main:574] : INFO : Epoch 570 | loss: 0.0626222 | val_loss: 0.0626244 | Time: 2616.18 ms
[2020-12-09 10:02:17 main:574] : INFO : Epoch 571 | loss: 0.0625924 | val_loss: 0.0626172 | Time: 2605.81 ms
[2020-12-09 10:02:20 main:574] : INFO : Epoch 572 | loss: 0.0626395 | val_loss: 0.0626198 | Time: 2689.75 ms
[2020-12-09 10:02:22 main:574] : INFO : Epoch 573 | loss: 0.0625994 | val_loss: 0.0626054 | Time: 2622.92 ms
[2020-12-09 10:02:25 main:574] : INFO : Epoch 574 | loss: 0.0626005 | val_loss: 0.0626249 | Time: 2540.95 ms
[2020-12-09 10:02:28 main:574] : INFO : Epoch 575 | loss: 0.0626175 | val_loss: 0.0626213 | Time: 2691.71 ms
[2020-12-09 10:02:30 main:574] : INFO : Epoch 576 | loss: 0.0625975 | val_loss: 0.0626042 | Time: 2638.82 ms
[2020-12-09 10:02:33 main:574] : INFO : Epoch 577 | loss: 0.0626061 | val_loss: 0.062616 | Time: 2620.98 ms
[2020-12-09 10:02:36 main:574] : INFO : Epoch 578 | loss: 0.0626629 | val_loss: 0.0626629 | Time: 2669.5 ms
[2020-12-09 10:02:39 main:574] : INFO : Epoch 579 | loss: 0.0626093 | val_loss: 0.0626347 | Time: 2709.27 ms
[2020-12-09 10:02:41 main:574] : INFO : Epoch 580 | loss: 0.0626004 | val_loss: 0.0626208 | Time: 2549.15 ms
[2020-12-09 10:02:44 main:574] : INFO : Epoch 581 | loss: 0.0626108 | val_loss: 0.0626093 | Time: 2635.93 ms
[2020-12-09 10:02:46 main:574] : INFO : Epoch 582 | loss: 0.0626212 | val_loss: 0.0626463 | Time: 2595.69 ms
[2020-12-09 10:02:49 main:574] : INFO : Epoch 583 | loss: 0.0626108 | val_loss: 0.0626398 | Time: 2640.15 ms
[2020-12-09 10:02:52 main:574] : INFO : Epoch 584 | loss: 0.0626544 | val_loss: 0.0626661 | Time: 2659.73 ms
[2020-12-09 10:02:55 main:574] : INFO : Epoch 585 | loss: 0.0626117 | val_loss: 0.0626125 | Time: 2671.9 ms
[2020-12-09 10:02:57 main:574] : INFO : Epoch 586 | loss: 0.0625896 | val_loss: 0.0626067 | Time: 2567.01 ms
[2020-12-09 10:03:00 main:574] : INFO : Epoch 587 | loss: 0.062595 | val_loss: 0.0626175 | Time: 2510 ms
[2020-12-09 10:03:02 main:574] : INFO : Epoch 588 | loss: 0.0626832 | val_loss: 0.0626967 | Time: 2587.12 ms
[2020-12-09 10:03:05 main:574] : INFO : Epoch 589 | loss: 0.0626335 | val_loss: 0.062628 | Time: 2679.48 ms
[2020-12-09 10:03:08 main:574] : INFO : Epoch 590 | loss: 0.0626014 | val_loss: 0.0626193 | Time: 2542.07 ms
[2020-12-09 10:03:10 main:574] : INFO : Epoch 591 | loss: 0.0625984 | val_loss: 0.0626214 | Time: 2701.7 ms
[2020-12-09 10:03:13 main:574] : INFO : Epoch 592 | loss: 0.0626625 | val_loss: 0.0626185 | Time: 2708.92 ms
[2020-12-09 10:03:16 main:574] : INFO : Epoch 593 | loss: 0.0626032 | val_loss: 0.0626102 | Time: 2744.02 ms
[2020-12-09 10:03:18 main:574] : INFO : Epoch 594 | loss: 0.0626006 | val_loss: 0.0626297 | Time: 2637.41 ms
[2020-12-09 10:03:21 main:574] : INFO : Epoch 595 | loss: 0.0626272 | val_loss: 0.0626306 | Time: 2645.8 ms
[2020-12-09 10:03:24 main:574] : INFO : Epoch 596 | loss: 0.0626039 | val_loss: 0.0626289 | Time: 2706.1 ms
[2020-12-09 10:03:27 main:574] : INFO : Epoch 597 | loss: 0.062627 | val_loss: 0.0626959 | Time: 2692.47 ms
[2020-12-09 10:03:29 main:574] : INFO : Epoch 598 | loss: 0.0626133 | val_loss: 0.0626166 | Time: 2512.82 ms
[2020-12-09 10:03:32 main:574] : INFO : Epoch 599 | loss: 0.0626008 | val_loss: 0.0626095 | Time: 2719.73 ms
[2020-12-09 10:03:35 main:574] : INFO : Epoch 600 | loss: 0.0626061 | val_loss: 0.062629 | Time: 2752.43 ms
[2020-12-09 10:03:37 main:574] : INFO : Epoch 601 | loss: 0.0626468 | val_loss: 0.0626384 | Time: 2689.31 ms
[2020-12-09 10:03:40 main:574] : INFO : Epoch 602 | loss: 0.0626166 | val_loss: 0.0626152 | Time: 2624.41 ms
[2020-12-09 10:03:43 main:574] : INFO : Epoch 603 | loss: 0.0626367 | val_loss: 0.0626697 | Time: 2643.46 ms
[2020-12-09 10:03:45 main:574] : INFO : Epoch 604 | loss: 0.0627529 | val_loss: 0.0626784 | Time: 2620.74 ms
[2020-12-09 10:03:48 main:574] : INFO : Epoch 605 | loss: 0.062624 | val_loss: 0.0626227 | Time: 2676.12 ms
[2020-12-09 10:03:51 main:574] : INFO : Epoch 606 | loss: 0.0625973 | val_loss: 0.0626184 | Time: 2657.86 ms
[2020-12-09 10:03:54 main:574] : INFO : Epoch 607 | loss: 0.0626038 | val_loss: 0.0626162 | Time: 2635.19 ms
[2020-12-09 10:03:56 main:574] : INFO : Epoch 608 | loss: 0.0625933 | val_loss: 0.0626087 | Time: 2685.24 ms
[2020-12-09 10:03:59 main:574] : INFO : Epoch 609 | loss: 0.062611 | val_loss: 0.0626263 | Time: 2571.88 ms
[2020-12-09 10:04:01 main:574] : INFO : Epoch 610 | loss: 0.062605 | val_loss: 0.0626127 | Time: 2586.12 ms
[2020-12-09 10:04:04 main:574] : INFO : Epoch 611 | loss: 0.0625932 | val_loss: 0.0626183 | Time: 2617.44 ms
[2020-12-09 10:04:07 main:574] : INFO : Epoch 612 | loss: 0.0626466 | val_loss: 0.062642 | Time: 2720.2 ms
[2020-12-09 10:04:10 main:574] : INFO : Epoch 613 | loss: 0.0626395 | val_loss: 0.0626002 | Time: 2594.29 ms
[2020-12-09 10:04:12 main:574] : INFO : Epoch 614 | loss: 0.0626006 | val_loss: 0.0626009 | Time: 2694.65 ms
[2020-12-09 10:04:15 main:574] : INFO : Epoch 615 | loss: 0.0625936 | val_loss: 0.0626309 | Time: 2524.81 ms
[2020-12-09 10:04:18 main:574] : INFO : Epoch 616 | loss: 0.0626229 | val_loss: 0.0626222 | Time: 2680.74 ms
[2020-12-09 10:04:20 main:574] : INFO : Epoch 617 | loss: 0.0626046 | val_loss: 0.0626052 | Time: 2628.32 ms
[2020-12-09 10:04:23 main:574] : INFO : Epoch 618 | loss: 0.0625885 | val_loss: 0.0626035 | Time: 2642.86 ms
[2020-12-09 10:04:26 main:574] : INFO : Epoch 619 | loss: 0.062593 | val_loss: 0.0626032 | Time: 2742.94 ms
[2020-12-09 10:04:28 main:574] : INFO : Epoch 620 | loss: 0.0626592 | val_loss: 0.0627164 | Time: 2598.96 ms
[2020-12-09 10:04:31 main:574] : INFO : Epoch 621 | loss: 0.0626392 | val_loss: 0.0626207 | Time: 2641.76 ms
[2020-12-09 10:04:34 main:574] : INFO : Epoch 622 | loss: 0.0625996 | val_loss: 0.0625978 | Time: 2757.11 ms
[2020-12-09 10:04:36 main:574] : INFO : Epoch 623 | loss: 0.0625948 | val_loss: 0.0626004 | Time: 2656.49 ms
[2020-12-09 10:04:39 main:574] : INFO : Epoch 624 | loss: 0.0626095 | val_loss: 0.0627128 | Time: 2615.78 ms
[2020-12-09 10:04:42 main:574] : INFO : Epoch 625 | loss: 0.0626865 | val_loss: 0.0626884 | Time: 2736.55 ms
[2020-12-09 10:04:45 main:574] : INFO : Epoch 626 | loss: 0.0626199 | val_loss: 0.062616 | Time: 2679.01 ms
[2020-12-09 10:04:47 main:574] : INFO : Epoch 627 | loss: 0.062591 | val_loss: 0.0626126 | Time: 2617.16 ms
[2020-12-09 10:04:50 main:574] : INFO : Epoch 628 | loss: 0.0626012 | val_loss: 0.062656 | Time: 2704.27 ms
[2020-12-09 10:04:53 main:574] : INFO : Epoch 629 | loss: 0.0626128 | val_loss: 0.0626042 | Time: 2584.87 ms
[2020-12-09 10:04:55 main:574] : INFO : Epoch 630 | loss: 0.0625859 | val_loss: 0.0625997 | Time: 2631.75 ms
[2020-12-09 10:04:58 main:574] : INFO : Epoch 631 | loss: 0.0626045 | val_loss: 0.0627362 | Time: 2706.77 ms
[2020-12-09 10:05:01 main:574] : INFO : Epoch 632 | loss: 0.0627031 | val_loss: 0.0626734 | Time: 2602.15 ms
[2020-12-09 10:05:03 main:574] : INFO : Epoch 633 | loss: 0.0626197 | val_loss: 0.0626134 | Time: 2650.43 ms
[2020-12-09 10:05:06 main:574] : INFO : Epoch 634 | loss: 0.0625986 | val_loss: 0.06261 | Time: 2647.84 ms
[2020-12-09 10:05:09 main:574] : INFO : Epoch 635 | loss: 0.062586 | val_loss: 0.0625914 | Time: 2548.01 ms
[2020-12-09 10:05:11 main:574] : INFO : Epoch 636 | loss: 0.0625954 | val_loss: 0.0626198 | Time: 2633.28 ms
[2020-12-09 10:05:14 main:574] : INFO : Epoch 637 | loss: 0.0626504 | val_loss: 0.0626426 | Time: 2731.05 ms
[2020-12-09 10:05:17 main:574] : INFO : Epoch 638 | loss: 0.0626027 | val_loss: 0.062609 | Time: 2642.75 ms
[2020-12-09 10:05:19 main:574] : INFO : Epoch 639 | loss: 0.0625897 | val_loss: 0.0626191 | Time: 2614.99 ms
[2020-12-09 10:05:22 main:574] : INFO : Epoch 640 | loss: 0.0626081 | val_loss: 0.0626204 | Time: 2658.83 ms
[2020-12-09 10:05:25 main:574] : INFO : Epoch 641 | loss: 0.0625966 | val_loss: 0.0626024 | Time: 2624.09 ms
[2020-12-09 10:05:28 main:574] : INFO : Epoch 642 | loss: 0.0626368 | val_loss: 0.0626833 | Time: 2652.27 ms
[2020-12-09 10:05:30 main:574] : INFO : Epoch 643 | loss: 0.0626286 | val_loss: 0.0626773 | Time: 2662.22 ms
[2020-12-09 10:05:33 main:574] : INFO : Epoch 644 | loss: 0.0626238 | val_loss: 0.0626194 | Time: 2724.07 ms
[2020-12-09 10:05:36 main:574] : INFO : Epoch 645 | loss: 0.0625952 | val_loss: 0.0626038 | Time: 2605.41 ms
[2020-12-09 10:05:38 main:574] : INFO : Epoch 646 | loss: 0.0625883 | val_loss: 0.0626161 | Time: 2713.4 ms
[2020-12-09 10:05:41 main:574] : INFO : Epoch 647 | loss: 0.0626455 | val_loss: 0.0626755 | Time: 2588.81 ms
[2020-12-09 10:05:44 main:574] : INFO : Epoch 648 | loss: 0.062637 | val_loss: 0.0626097 | Time: 2545.05 ms
[2020-12-09 10:05:46 main:574] : INFO : Epoch 649 | loss: 0.0625967 | val_loss: 0.0625958 | Time: 2676.55 ms
[2020-12-09 10:05:49 main:574] : INFO : Epoch 650 | loss: 0.0626301 | val_loss: 0.062833 | Time: 2695.44 ms
[2020-12-09 10:05:52 main:574] : INFO : Epoch 651 | loss: 0.0626557 | val_loss: 0.0626321 | Time: 2506.01 ms
[2020-12-09 10:05:54 main:574] : INFO : Epoch 652 | loss: 0.0625941 | val_loss: 0.0626082 | Time: 2545.86 ms
[2020-12-09 10:05:57 main:574] : INFO : Epoch 653 | loss: 0.0626351 | val_loss: 0.0626703 | Time: 2589.73 ms
[2020-12-09 10:05:59 main:574] : INFO : Epoch 654 | loss: 0.0626082 | val_loss: 0.0626072 | Time: 2671.4 ms
[2020-12-09 10:06:02 main:574] : INFO : Epoch 655 | loss: 0.0625895 | val_loss: 0.0625961 | Time: 2693.19 ms
[2020-12-09 10:06:05 main:574] : INFO : Epoch 656 | loss: 0.0625857 | val_loss: 0.0625926 | Time: 2704.45 ms
[2020-12-09 10:06:08 main:574] : INFO : Epoch 657 | loss: 0.0625881 | val_loss: 0.0626097 | Time: 2657.35 ms
[2020-12-09 10:06:10 main:574] : INFO : Epoch 658 | loss: 0.0626202 | val_loss: 0.0626734 | Time: 2737.44 ms
[2020-12-09 10:06:13 main:574] : INFO : Epoch 659 | loss: 0.0626091 | val_loss: 0.0626083 | Time: 2540.66 ms
[2020-12-09 10:06:16 main:574] : INFO : Epoch 660 | loss: 0.0626328 | val_loss: 0.062667 | Time: 2559.48 ms
[2020-12-09 10:06:18 main:574] : INFO : Epoch 661 | loss: 0.0626212 | val_loss: 0.0626081 | Time: 2614.15 ms
[2020-12-09 10:06:21 main:574] : INFO : Epoch 662 | loss: 0.0625921 | val_loss: 0.0626121 | Time: 2568.1 ms
[2020-12-09 10:06:23 main:574] : INFO : Epoch 663 | loss: 0.0625873 | val_loss: 0.0626049 | Time: 2540.36 ms
[2020-12-09 10:06:26 main:574] : INFO : Epoch 664 | loss: 0.062596 | val_loss: 0.0626295 | Time: 2599.44 ms
[2020-12-09 10:06:29 main:574] : INFO : Epoch 665 | loss: 0.0626773 | val_loss: 0.0626671 | Time: 2698.93 ms
[2020-12-09 10:06:31 main:574] : INFO : Epoch 666 | loss: 0.0626279 | val_loss: 0.0626124 | Time: 2662.73 ms
[2020-12-09 10:06:34 main:574] : INFO : Epoch 667 | loss: 0.0625961 | val_loss: 0.0626055 | Time: 2567.87 ms
[2020-12-09 10:06:37 main:574] : INFO : Epoch 668 | loss: 0.0626291 | val_loss: 0.0627546 | Time: 2547.58 ms
[2020-12-09 10:06:39 main:574] : INFO : Epoch 669 | loss: 0.0626313 | val_loss: 0.0626043 | Time: 2611.03 ms
[2020-12-09 10:06:42 main:574] : INFO : Epoch 670 | loss: 0.0625873 | val_loss: 0.062596 | Time: 2630.39 ms
[2020-12-09 10:06:45 main:574] : INFO : Epoch 671 | loss: 0.0625915 | val_loss: 0.0626418 | Time: 2646.74 ms
[2020-12-09 10:06:47 main:574] : INFO : Epoch 672 | loss: 0.062625 | val_loss: 0.0626122 | Time: 2626.79 ms
[2020-12-09 10:06:50 main:574] : INFO : Epoch 673 | loss: 0.0626149 | val_loss: 0.0626388 | Time: 2581.46 ms
[2020-12-09 10:06:52 main:574] : INFO : Epoch 674 | loss: 0.0625992 | val_loss: 0.0625986 | Time: 2559.94 ms
[2020-12-09 10:06:55 main:574] : INFO : Epoch 675 | loss: 0.0625861 | val_loss: 0.0626034 | Time: 2576.68 ms
[2020-12-09 10:06:58 main:574] : INFO : Epoch 676 | loss: 0.0626128 | val_loss: 0.0626412 | Time: 2580.47 ms
[2020-12-09 10:07:00 main:574] : INFO : Epoch 677 | loss: 0.0626142 | val_loss: 0.0626137 | Time: 2563.39 ms
[2020-12-09 10:07:03 main:574] : INFO : Epoch 678 | loss: 0.0625928 | val_loss: 0.0625959 | Time: 2544.86 ms
[2020-12-09 10:07:06 main:574] : INFO : Epoch 679 | loss: 0.0625892 | val_loss: 0.0626058 | Time: 2617.81 ms
[2020-12-09 10:07:08 main:574] : INFO : Epoch 680 | loss: 0.0627011 | val_loss: 0.0627008 | Time: 2680.19 ms
[2020-12-09 10:07:11 main:574] : INFO : Epoch 681 | loss: 0.062657 | val_loss: 0.0626391 | Time: 2575.66 ms
[2020-12-09 10:07:13 main:574] : INFO : Epoch 682 | loss: 0.062604 | val_loss: 0.0626161 | Time: 2523.92 ms
[2020-12-09 10:07:16 main:574] : INFO : Epoch 683 | loss: 0.0625883 | val_loss: 0.0625962 | Time: 2660.64 ms
[2020-12-09 10:07:19 main:574] : INFO : Epoch 684 | loss: 0.0625876 | val_loss: 0.0626218 | Time: 2609.97 ms
[2020-12-09 10:07:22 main:574] : INFO : Epoch 685 | loss: 0.0626149 | val_loss: 0.06265 | Time: 2705.82 ms
[2020-12-09 10:07:24 main:574] : INFO : Epoch 686 | loss: 0.062598 | val_loss: 0.0626289 | Time: 2625.6 ms
[2020-12-09 10:07:27 main:574] : INFO : Epoch 687 | loss: 0.06267 | val_loss: 0.0626681 | Time: 2560.68 ms
[2020-12-09 10:07:29 main:574] : INFO : Epoch 688 | loss: 0.0626113 | val_loss: 0.0626182 | Time: 2609.07 ms
[2020-12-09 10:07:32 main:574] : INFO : Epoch 689 | loss: 0.0625972 | val_loss: 0.0626228 | Time: 2656.33 ms
[2020-12-09 10:07:35 main:574] : INFO : Epoch 690 | loss: 0.062646 | val_loss: 0.0628218 | Time: 2698.42 ms
[2020-12-09 10:07:38 main:574] : INFO : Epoch 691 | loss: 0.0627108 | val_loss: 0.0626762 | Time: 2605.38 ms
[2020-12-09 10:07:40 main:574] : INFO : Epoch 692 | loss: 0.0626259 | val_loss: 0.062619 | Time: 2549.79 ms
[2020-12-09 10:07:43 main:574] : INFO : Epoch 693 | loss: 0.0626353 | val_loss: 0.062613 | Time: 2571.87 ms
[2020-12-09 10:07:46 main:574] : INFO : Epoch 694 | loss: 0.0626015 | val_loss: 0.062605 | Time: 2839.8 ms
[2020-12-09 10:07:48 main:574] : INFO : Epoch 695 | loss: 0.0625857 | val_loss: 0.062598 | Time: 2586.39 ms
[2020-12-09 10:07:51 main:574] : INFO : Epoch 696 | loss: 0.0625842 | val_loss: 0.0626 | Time: 2611.2 ms
[2020-12-09 10:07:54 main:574] : INFO : Epoch 697 | loss: 0.0625909 | val_loss: 0.0626708 | Time: 2702.78 ms
[2020-12-09 10:07:56 main:574] : INFO : Epoch 698 | loss: 0.0626654 | val_loss: 0.0626333 | Time: 2584.28 ms
[2020-12-09 10:07:59 main:574] : INFO : Epoch 699 | loss: 0.0625996 | val_loss: 0.0626078 | Time: 2719.11 ms
[2020-12-09 10:08:02 main:574] : INFO : Epoch 700 | loss: 0.062582 | val_loss: 0.0626062 | Time: 2537.32 ms
[2020-12-09 10:08:05 main:574] : INFO : Epoch 701 | loss: 0.0625814 | val_loss: 0.062607 | Time: 2653.87 ms
[2020-12-09 10:08:07 main:574] : INFO : Epoch 702 | loss: 0.0626107 | val_loss: 0.0626759 | Time: 2621.17 ms
[2020-12-09 10:08:10 main:574] : INFO : Epoch 703 | loss: 0.0626279 | val_loss: 0.0626495 | Time: 2704.63 ms
[2020-12-09 10:08:12 main:574] : INFO : Epoch 704 | loss: 0.062632 | val_loss: 0.0626234 | Time: 2502.56 ms
[2020-12-09 10:08:15 main:574] : INFO : Epoch 705 | loss: 0.0625908 | val_loss: 0.0626116 | Time: 2808.98 ms
[2020-12-09 10:08:18 main:574] : INFO : Epoch 706 | loss: 0.0625923 | val_loss: 0.0626127 | Time: 2666.83 ms
[2020-12-09 10:08:21 main:574] : INFO : Epoch 707 | loss: 0.0626118 | val_loss: 0.0626499 | Time: 2628.05 ms
[2020-12-09 10:08:23 main:574] : INFO : Epoch 708 | loss: 0.0626157 | val_loss: 0.0626121 | Time: 2586.29 ms
[2020-12-09 10:08:26 main:574] : INFO : Epoch 709 | loss: 0.0626813 | val_loss: 0.0627474 | Time: 2579.78 ms
[2020-12-09 10:08:28 main:574] : INFO : Epoch 710 | loss: 0.0626805 | val_loss: 0.062633 | Time: 2531.81 ms
[2020-12-09 10:08:31 main:574] : INFO : Epoch 711 | loss: 0.0626909 | val_loss: 0.0626666 | Time: 2481.7 ms
[2020-12-09 10:08:34 main:574] : INFO : Epoch 712 | loss: 0.0626272 | val_loss: 0.0626303 | Time: 2538.76 ms
[2020-12-09 10:08:36 main:574] : INFO : Epoch 713 | loss: 0.062601 | val_loss: 0.0626242 | Time: 2523.7 ms
[2020-12-09 10:08:39 main:574] : INFO : Epoch 714 | loss: 0.0625889 | val_loss: 0.062594 | Time: 2768.36 ms
[2020-12-09 10:08:41 main:574] : INFO : Epoch 715 | loss: 0.0625814 | val_loss: 0.0625956 | Time: 2565 ms
[2020-12-09 10:08:44 main:574] : INFO : Epoch 716 | loss: 0.0625877 | val_loss: 0.0625955 | Time: 2766.2 ms
[2020-12-09 10:08:47 main:574] : INFO : Epoch 717 | loss: 0.0625879 | val_loss: 0.0626319 | Time: 2621.44 ms
[2020-12-09 10:08:50 main:574] : INFO : Epoch 718 | loss: 0.0626318 | val_loss: 0.0626386 | Time: 2577.5 ms
[2020-12-09 10:08:52 main:574] : INFO : Epoch 719 | loss: 0.0626644 | val_loss: 0.0626252 | Time: 2594.83 ms
[2020-12-09 10:08:55 main:574] : INFO : Epoch 720 | loss: 0.0625964 | val_loss: 0.0626015 | Time: 2531.96 ms
[2020-12-09 10:08:57 main:574] : INFO : Epoch 721 | loss: 0.0625829 | val_loss: 0.0625972 | Time: 2507.45 ms
[2020-12-09 10:09:00 main:574] : INFO : Epoch 722 | loss: 0.0625802 | val_loss: 0.0625987 | Time: 2650.53 ms
[2020-12-09 10:09:03 main:574] : INFO : Epoch 723 | loss: 0.0625816 | val_loss: 0.0625959 | Time: 2506.44 ms
[2020-12-09 10:09:05 main:574] : INFO : Epoch 724 | loss: 0.0625983 | val_loss: 0.0626436 | Time: 2700.13 ms
[2020-12-09 10:09:08 main:574] : INFO : Epoch 725 | loss: 0.0626273 | val_loss: 0.0626131 | Time: 2564.84 ms
[2020-12-09 10:09:10 main:574] : INFO : Epoch 726 | loss: 0.0625879 | val_loss: 0.0626077 | Time: 2509.16 ms
[2020-12-09 10:09:13 main:574] : INFO : Epoch 727 | loss: 0.062595 | val_loss: 0.0626457 | Time: 2599.91 ms
[2020-12-09 10:09:16 main:574] : INFO : Epoch 728 | loss: 0.0626202 | val_loss: 0.0626375 | Time: 2634.96 ms
[2020-12-09 10:09:18 main:574] : INFO : Epoch 729 | loss: 0.0626 | val_loss: 0.0625945 | Time: 2714.18 ms
[2020-12-09 10:09:21 main:574] : INFO : Epoch 730 | loss: 0.0625867 | val_loss: 0.0626033 | Time: 2688.34 ms
[2020-12-09 10:09:24 main:574] : INFO : Epoch 731 | loss: 0.0626219 | val_loss: 0.0626092 | Time: 2710.89 ms
[2020-12-09 10:09:27 main:574] : INFO : Epoch 732 | loss: 0.0626034 | val_loss: 0.0625976 | Time: 2607.84 ms
[2020-12-09 10:09:29 main:574] : INFO : Epoch 733 | loss: 0.0625923 | val_loss: 0.0626217 | Time: 2605.68 ms
[2020-12-09 10:09:32 main:574] : INFO : Epoch 734 | loss: 0.0626361 | val_loss: 0.0626397 | Time: 2628.7 ms
[2020-12-09 10:09:35 main:574] : INFO : Epoch 735 | loss: 0.0626012 | val_loss: 0.0626111 | Time: 2582.08 ms
[2020-12-09 10:09:37 main:574] : INFO : Epoch 736 | loss: 0.0625834 | val_loss: 0.062599 | Time: 2619.03 ms
[2020-12-09 10:09:40 main:574] : INFO : Epoch 737 | loss: 0.062578 | val_loss: 0.06259 | Time: 2536.07 ms
[2020-12-09 10:09:42 main:574] : INFO : Epoch 738 | loss: 0.0626277 | val_loss: 0.0628287 | Time: 2583.01 ms
[2020-12-09 10:09:45 main:574] : INFO : Epoch 739 | loss: 0.0626967 | val_loss: 0.0626217 | Time: 2683.95 ms
[2020-12-09 10:09:48 main:574] : INFO : Epoch 740 | loss: 0.0626524 | val_loss: 0.0626357 | Time: 2682.04 ms
[2020-12-09 10:09:51 main:574] : INFO : Epoch 741 | loss: 0.0626088 | val_loss: 0.0626042 | Time: 2711.84 ms
[2020-12-09 10:09:53 main:574] : INFO : Epoch 742 | loss: 0.0625838 | val_loss: 0.0625996 | Time: 2607.27 ms
[2020-12-09 10:09:56 main:574] : INFO : Epoch 743 | loss: 0.0625769 | val_loss: 0.0625964 | Time: 2642.48 ms
[2020-12-09 10:09:59 main:574] : INFO : Epoch 744 | loss: 0.062576 | val_loss: 0.0625915 | Time: 2705.35 ms
[2020-12-09 10:10:01 main:574] : INFO : Epoch 745 | loss: 0.062578 | val_loss: 0.0626038 | Time: 2626.21 ms
[2020-12-09 10:10:04 main:574] : INFO : Epoch 746 | loss: 0.0626747 | val_loss: 0.0626543 | Time: 2692.78 ms
[2020-12-09 10:10:07 main:574] : INFO : Epoch 747 | loss: 0.0626086 | val_loss: 0.0626117 | Time: 2593.59 ms
[2020-12-09 10:10:09 main:574] : INFO : Epoch 748 | loss: 0.0626197 | val_loss: 0.0626425 | Time: 2565.43 ms
[2020-12-09 10:10:12 main:574] : INFO : Epoch 749 | loss: 0.0626028 | val_loss: 0.0626058 | Time: 2561.38 ms
[2020-12-09 10:10:15 main:574] : INFO : Epoch 750 | loss: 0.0625832 | val_loss: 0.0626025 | Time: 2628.7 ms
[2020-12-09 10:10:17 main:574] : INFO : Epoch 751 | loss: 0.0625853 | val_loss: 0.0626049 | Time: 2796.59 ms
[2020-12-09 10:10:20 main:574] : INFO : Epoch 752 | loss: 0.0626005 | val_loss: 0.0626205 | Time: 2682.52 ms
[2020-12-09 10:10:23 main:574] : INFO : Epoch 753 | loss: 0.0626087 | val_loss: 0.0626268 | Time: 2640.86 ms
[2020-12-09 10:10:26 main:574] : INFO : Epoch 754 | loss: 0.0626136 | val_loss: 0.0626312 | Time: 2765.73 ms
[2020-12-09 10:10:28 main:574] : INFO : Epoch 755 | loss: 0.062665 | val_loss: 0.0627589 | Time: 2709.4 ms
[2020-12-09 10:10:31 main:574] : INFO : Epoch 756 | loss: 0.0627234 | val_loss: 0.0626725 | Time: 2596.26 ms
[2020-12-09 10:10:34 main:574] : INFO : Epoch 757 | loss: 0.0626204 | val_loss: 0.0626041 | Time: 2640.65 ms
[2020-12-09 10:10:36 main:574] : INFO : Epoch 758 | loss: 0.0625925 | val_loss: 0.062594 | Time: 2691.7 ms
[2020-12-09 10:10:39 main:574] : INFO : Epoch 759 | loss: 0.0625842 | val_loss: 0.0625915 | Time: 2614.06 ms
[2020-12-09 10:10:42 main:574] : INFO : Epoch 760 | loss: 0.0625958 | val_loss: 0.0627111 | Time: 2541.51 ms
[2020-12-09 10:10:44 main:574] : INFO : Epoch 761 | loss: 0.0626826 | val_loss: 0.0626618 | Time: 2646.48 ms
[2020-12-09 10:10:47 main:574] : INFO : Epoch 762 | loss: 0.0625946 | val_loss: 0.0626119 | Time: 2742.28 ms
[2020-12-09 10:10:50 main:574] : INFO : Epoch 763 | loss: 0.0625817 | val_loss: 0.0625907 | Time: 2685.49 ms
[2020-12-09 10:10:53 main:574] : INFO : Epoch 764 | loss: 0.0625798 | val_loss: 0.0626004 | Time: 2640.9 ms
[2020-12-09 10:10:55 main:574] : INFO : Epoch 765 | loss: 0.0625875 | val_loss: 0.0626468 | Time: 2653.31 ms
[2020-12-09 10:10:58 main:574] : INFO : Epoch 766 | loss: 0.0626356 | val_loss: 0.0626022 | Time: 2481.59 ms
[2020-12-09 10:11:01 main:574] : INFO : Epoch 767 | loss: 0.0625889 | val_loss: 0.0626018 | Time: 2756.34 ms
[2020-12-09 10:11:03 main:574] : INFO : Epoch 768 | loss: 0.0625815 | val_loss: 0.0626142 | Time: 2602.68 ms
[2020-12-09 10:11:06 main:574] : INFO : Epoch 769 | loss: 0.0626057 | val_loss: 0.0626043 | Time: 2673.78 ms
[2020-12-09 10:11:09 main:574] : INFO : Epoch 770 | loss: 0.062593 | val_loss: 0.0625902 | Time: 2588.57 ms
[2020-12-09 10:11:11 main:574] : INFO : Epoch 771 | loss: 0.062585 | val_loss: 0.0626035 | Time: 2838.58 ms
[2020-12-09 10:11:14 main:574] : INFO : Epoch 772 | loss: 0.0626224 | val_loss: 0.0626368 | Time: 2666.53 ms
[2020-12-09 10:11:17 main:574] : INFO : Epoch 773 | loss: 0.0626084 | val_loss: 0.0625935 | Time: 2569.33 ms
[2020-12-09 10:11:20 main:574] : INFO : Epoch 774 | loss: 0.0625805 | val_loss: 0.0625983 | Time: 2743.9 ms
[2020-12-09 10:11:22 main:574] : INFO : Epoch 775 | loss: 0.0625828 | val_loss: 0.0625933 | Time: 2618.88 ms
[2020-12-09 10:11:25 main:574] : INFO : Epoch 776 | loss: 0.0626009 | val_loss: 0.0626399 | Time: 2743.6 ms
[2020-12-09 10:11:28 main:574] : INFO : Epoch 777 | loss: 0.0626818 | val_loss: 0.0626363 | Time: 2744.86 ms
[2020-12-09 10:11:31 main:574] : INFO : Epoch 778 | loss: 0.0625996 | val_loss: 0.0625984 | Time: 2733.4 ms
[2020-12-09 10:11:33 main:574] : INFO : Epoch 779 | loss: 0.062584 | val_loss: 0.062606 | Time: 2747.56 ms
[2020-12-09 10:11:36 main:574] : INFO : Epoch 780 | loss: 0.0625805 | val_loss: 0.0626015 | Time: 2645.21 ms
[2020-12-09 10:11:39 main:574] : INFO : Epoch 781 | loss: 0.0625936 | val_loss: 0.0626161 | Time: 2611.82 ms
[2020-12-09 10:11:41 main:574] : INFO : Epoch 782 | loss: 0.0625904 | val_loss: 0.0625974 | Time: 2560.91 ms
[2020-12-09 10:11:44 main:574] : INFO : Epoch 783 | loss: 0.0626354 | val_loss: 0.0626348 | Time: 2700.52 ms
[2020-12-09 10:11:47 main:574] : INFO : Epoch 784 | loss: 0.0626045 | val_loss: 0.0626227 | Time: 2576.78 ms
[2020-12-09 10:11:49 main:574] : INFO : Epoch 785 | loss: 0.0626064 | val_loss: 0.062608 | Time: 2594.74 ms
[2020-12-09 10:11:52 main:574] : INFO : Epoch 786 | loss: 0.0625877 | val_loss: 0.0625996 | Time: 2560.36 ms
[2020-12-09 10:11:54 main:574] : INFO : Epoch 787 | loss: 0.0625879 | val_loss: 0.0626234 | Time: 2574.39 ms
[2020-12-09 10:11:57 main:574] : INFO : Epoch 788 | loss: 0.0626245 | val_loss: 0.0626377 | Time: 2523.49 ms
[2020-12-09 10:12:00 main:574] : INFO : Epoch 789 | loss: 0.0625982 | val_loss: 0.0626005 | Time: 2792.99 ms
[2020-12-09 10:12:03 main:574] : INFO : Epoch 790 | loss: 0.0625841 | val_loss: 0.0626207 | Time: 2787.53 ms
[2020-12-09 10:12:05 main:574] : INFO : Epoch 791 | loss: 0.0626389 | val_loss: 0.0626201 | Time: 2622.04 ms
[2020-12-09 10:12:08 main:574] : INFO : Epoch 792 | loss: 0.0626374 | val_loss: 0.0626553 | Time: 2565.82 ms
[2020-12-09 10:12:11 main:574] : INFO : Epoch 793 | loss: 0.0626043 | val_loss: 0.0626163 | Time: 2627.5 ms
[2020-12-09 10:12:13 main:574] : INFO : Epoch 794 | loss: 0.062596 | val_loss: 0.0626148 | Time: 2753.19 ms
[2020-12-09 10:12:16 main:574] : INFO : Epoch 795 | loss: 0.0625999 | val_loss: 0.0626405 | Time: 2654.42 ms
[2020-12-09 10:12:19 main:574] : INFO : Epoch 796 | loss: 0.0626717 | val_loss: 0.0626894 | Time: 2601.8 ms
[2020-12-09 10:12:21 main:574] : INFO : Epoch 797 | loss: 0.0626429 | val_loss: 0.0626395 | Time: 2626.53 ms
[2020-12-09 10:12:24 main:574] : INFO : Epoch 798 | loss: 0.0626136 | val_loss: 0.0625994 | Time: 2657.03 ms
[2020-12-09 10:12:27 main:574] : INFO : Epoch 799 | loss: 0.0625932 | val_loss: 0.0625875 | Time: 2568.74 ms
[2020-12-09 10:12:30 main:574] : INFO : Epoch 800 | loss: 0.0626272 | val_loss: 0.0627313 | Time: 2745.98 ms
[2020-12-09 10:12:32 main:574] : INFO : Epoch 801 | loss: 0.0626286 | val_loss: 0.0626071 | Time: 2576.45 ms
[2020-12-09 10:12:35 main:574] : INFO : Epoch 802 | loss: 0.0625904 | val_loss: 0.0626006 | Time: 2745.72 ms
[2020-12-09 10:12:38 main:574] : INFO : Epoch 803 | loss: 0.0625832 | val_loss: 0.0625895 | Time: 2713.03 ms
[2020-12-09 10:12:40 main:574] : INFO : Epoch 804 | loss: 0.062581 | val_loss: 0.062623 | Time: 2672.87 ms
[2020-12-09 10:12:43 main:574] : INFO : Epoch 805 | loss: 0.0626321 | val_loss: 0.0626057 | Time: 2639.87 ms
[2020-12-09 10:12:46 main:574] : INFO : Epoch 806 | loss: 0.0625945 | val_loss: 0.0625977 | Time: 2626.03 ms
[2020-12-09 10:12:48 main:574] : INFO : Epoch 807 | loss: 0.0625975 | val_loss: 0.0626603 | Time: 2730.05 ms
[2020-12-09 10:12:51 main:574] : INFO : Epoch 808 | loss: 0.0626279 | val_loss: 0.0626144 | Time: 2685.55 ms
[2020-12-09 10:12:54 main:574] : INFO : Epoch 809 | loss: 0.0625919 | val_loss: 0.0625997 | Time: 2765.71 ms
[2020-12-09 10:12:57 main:574] : INFO : Epoch 810 | loss: 0.0625837 | val_loss: 0.0625964 | Time: 2737.83 ms
[2020-12-09 10:13:00 main:574] : INFO : Epoch 811 | loss: 0.0625892 | val_loss: 0.062612 | Time: 2850.57 ms
[2020-12-09 10:13:02 main:574] : INFO : Epoch 812 | loss: 0.0626022 | val_loss: 0.0626487 | Time: 2719.69 ms
[2020-12-09 10:13:05 main:574] : INFO : Epoch 813 | loss: 0.0626284 | val_loss: 0.0627144 | Time: 2724.94 ms
[2020-12-09 10:13:08 main:574] : INFO : Epoch 814 | loss: 0.0626245 | val_loss: 0.0626026 | Time: 2884.01 ms
[2020-12-09 10:13:11 main:574] : INFO : Epoch 815 | loss: 0.0626004 | val_loss: 0.0626013 | Time: 2521.95 ms
[2020-12-09 10:13:13 main:574] : INFO : Epoch 816 | loss: 0.0625864 | val_loss: 0.0625878 | Time: 2589.12 ms
[2020-12-09 10:13:16 main:574] : INFO : Epoch 817 | loss: 0.0625842 | val_loss: 0.0626115 | Time: 2626.2 ms
[2020-12-09 10:13:19 main:574] : INFO : Epoch 818 | loss: 0.0626111 | val_loss: 0.062599 | Time: 2680.2 ms
[2020-12-09 10:13:21 main:574] : INFO : Epoch 819 | loss: 0.0625996 | val_loss: 0.0626311 | Time: 2546.46 ms
[2020-12-09 10:13:24 main:574] : INFO : Epoch 820 | loss: 0.0626073 | val_loss: 0.0626056 | Time: 2568.28 ms
[2020-12-09 10:13:27 main:574] : INFO : Epoch 821 | loss: 0.0626192 | val_loss: 0.062704 | Time: 2593.79 ms
[2020-12-09 10:13:29 main:574] : INFO : Epoch 822 | loss: 0.0626222 | val_loss: 0.062621 | Time: 2604.73 ms
[2020-12-09 10:13:32 main:574] : INFO : Epoch 823 | loss: 0.0626096 | val_loss: 0.0627304 | Time: 2630.23 ms
[2020-12-09 10:13:35 main:574] : INFO : Epoch 824 | loss: 0.0626335 | val_loss: 0.0626167 | Time: 2701.23 ms
[2020-12-09 10:13:37 main:574] : INFO : Epoch 825 | loss: 0.0625917 | val_loss: 0.0625925 | Time: 2613.27 ms
[2020-12-09 10:13:40 main:574] : INFO : Epoch 826 | loss: 0.0625959 | val_loss: 0.0626522 | Time: 2683.77 ms
[2020-12-09 10:13:43 main:574] : INFO : Epoch 827 | loss: 0.0626121 | val_loss: 0.0625921 | Time: 2599.16 ms
[2020-12-09 10:13:45 main:574] : INFO : Epoch 828 | loss: 0.0625864 | val_loss: 0.0626292 | Time: 2684.59 ms
[2020-12-09 10:13:48 main:574] : INFO : Epoch 829 | loss: 0.0626064 | val_loss: 0.0626046 | Time: 2620.17 ms
[2020-12-09 10:13:51 main:574] : INFO : Epoch 830 | loss: 0.0626303 | val_loss: 0.0626218 | Time: 2533.39 ms
[2020-12-09 10:13:53 main:574] : INFO : Epoch 831 | loss: 0.0626047 | val_loss: 0.0625979 | Time: 2638.4 ms
[2020-12-09 10:13:56 main:574] : INFO : Epoch 832 | loss: 0.0625903 | val_loss: 0.0625929 | Time: 2586.64 ms
[2020-12-09 10:13:59 main:574] : INFO : Epoch 833 | loss: 0.0626448 | val_loss: 0.0627059 | Time: 2642.57 ms
[2020-12-09 10:14:01 main:574] : INFO : Epoch 834 | loss: 0.0627633 | val_loss: 0.062677 | Time: 2692.35 ms
[2020-12-09 10:14:04 main:574] : INFO : Epoch 835 | loss: 0.0626469 | val_loss: 0.06264 | Time: 2683.52 ms
[2020-12-09 10:14:07 main:574] : INFO : Epoch 836 | loss: 0.0626452 | val_loss: 0.0626503 | Time: 2584.25 ms
[2020-12-09 10:14:09 main:574] : INFO : Epoch 837 | loss: 0.0626042 | val_loss: 0.0626093 | Time: 2582.18 ms
[2020-12-09 10:14:12 main:574] : INFO : Epoch 838 | loss: 0.0625858 | val_loss: 0.0625983 | Time: 2508.09 ms
[2020-12-09 10:14:14 main:574] : INFO : Epoch 839 | loss: 0.0625851 | val_loss: 0.062653 | Time: 2617.14 ms
[2020-12-09 10:14:17 main:574] : INFO : Epoch 840 | loss: 0.0626259 | val_loss: 0.0626047 | Time: 2641.49 ms
[2020-12-09 10:14:20 main:574] : INFO : Epoch 841 | loss: 0.0625871 | val_loss: 0.0625916 | Time: 2603.84 ms
[2020-12-09 10:14:22 main:574] : INFO : Epoch 842 | loss: 0.0625804 | val_loss: 0.0626002 | Time: 2618.35 ms
[2020-12-09 10:14:25 main:574] : INFO : Epoch 843 | loss: 0.0625809 | val_loss: 0.0625878 | Time: 2512.32 ms
[2020-12-09 10:14:28 main:574] : INFO : Epoch 844 | loss: 0.0626069 | val_loss: 0.0627043 | Time: 2617.91 ms
[2020-12-09 10:14:30 main:574] : INFO : Epoch 845 | loss: 0.0626494 | val_loss: 0.0626358 | Time: 2645.25 ms
[2020-12-09 10:14:33 main:574] : INFO : Epoch 846 | loss: 0.0626 | val_loss: 0.0626128 | Time: 2695.27 ms
[2020-12-09 10:14:36 main:574] : INFO : Epoch 847 | loss: 0.0625882 | val_loss: 0.0625948 | Time: 2635.98 ms
[2020-12-09 10:14:38 main:574] : INFO : Epoch 848 | loss: 0.062583 | val_loss: 0.062596 | Time: 2609.54 ms
[2020-12-09 10:14:41 main:574] : INFO : Epoch 849 | loss: 0.06261 | val_loss: 0.0626716 | Time: 2640.81 ms
[2020-12-09 10:14:44 main:574] : INFO : Epoch 850 | loss: 0.0626017 | val_loss: 0.0625947 | Time: 2731.94 ms
[2020-12-09 10:14:46 main:574] : INFO : Epoch 851 | loss: 0.0625879 | val_loss: 0.0625965 | Time: 2629.46 ms
[2020-12-09 10:14:49 main:574] : INFO : Epoch 852 | loss: 0.0625885 | val_loss: 0.0626078 | Time: 2699.38 ms
[2020-12-09 10:14:52 main:574] : INFO : Epoch 853 | loss: 0.0626221 | val_loss: 0.062672 | Time: 2542.93 ms
[2020-12-09 10:14:54 main:574] : INFO : Epoch 854 | loss: 0.0625974 | val_loss: 0.0626059 | Time: 2547.01 ms
[2020-12-09 10:14:57 main:574] : INFO : Epoch 855 | loss: 0.0625822 | val_loss: 0.0625889 | Time: 2613.55 ms
[2020-12-09 10:15:00 main:574] : INFO : Epoch 856 | loss: 0.0625763 | val_loss: 0.0625995 | Time: 2583.98 ms
[2020-12-09 10:15:02 main:574] : INFO : Epoch 857 | loss: 0.0626349 | val_loss: 0.0626409 | Time: 2752.25 ms
[2020-12-09 10:15:05 main:574] : INFO : Epoch 858 | loss: 0.0626016 | val_loss: 0.0625947 | Time: 2559.22 ms
[2020-12-09 10:15:08 main:574] : INFO : Epoch 859 | loss: 0.062585 | val_loss: 0.0625922 | Time: 2560 ms
[2020-12-09 10:15:10 main:574] : INFO : Epoch 860 | loss: 0.0625855 | val_loss: 0.062634 | Time: 2669.52 ms
[2020-12-09 10:15:13 main:574] : INFO : Epoch 861 | loss: 0.0626165 | val_loss: 0.0626033 | Time: 2761.43 ms
[2020-12-09 10:15:16 main:574] : INFO : Epoch 862 | loss: 0.0625893 | val_loss: 0.0626067 | Time: 2525.69 ms
[2020-12-09 10:15:18 main:574] : INFO : Epoch 863 | loss: 0.0626051 | val_loss: 0.0626025 | Time: 2547 ms
[2020-12-09 10:15:21 main:574] : INFO : Epoch 864 | loss: 0.0626363 | val_loss: 0.0626274 | Time: 2604.98 ms
[2020-12-09 10:15:24 main:574] : INFO : Epoch 865 | loss: 0.062602 | val_loss: 0.0625934 | Time: 2639.43 ms
[2020-12-09 10:15:26 main:574] : INFO : Epoch 866 | loss: 0.0625844 | val_loss: 0.0625996 | Time: 2669.77 ms
[2020-12-09 10:15:29 main:574] : INFO : Epoch 867 | loss: 0.0625806 | val_loss: 0.0626058 | Time: 2722.01 ms
[2020-12-09 10:15:32 main:574] : INFO : Epoch 868 | loss: 0.0626195 | val_loss: 0.0626061 | Time: 2725.23 ms
[2020-12-09 10:15:35 main:574] : INFO : Epoch 869 | loss: 0.0626239 | val_loss: 0.0626654 | Time: 2695.99 ms
[2020-12-09 10:15:37 main:574] : INFO : Epoch 870 | loss: 0.0626307 | val_loss: 0.0626094 | Time: 2577.13 ms
[2020-12-09 10:15:40 main:574] : INFO : Epoch 871 | loss: 0.0626011 | val_loss: 0.0626176 | Time: 2643.22 ms
[2020-12-09 10:15:43 main:574] : INFO : Epoch 872 | loss: 0.062593 | val_loss: 0.0626134 | Time: 2610.63 ms
[2020-12-09 10:15:45 main:574] : INFO : Epoch 873 | loss: 0.0625864 | val_loss: 0.0626021 | Time: 2603.98 ms
[2020-12-09 10:15:48 main:574] : INFO : Epoch 874 | loss: 0.0626812 | val_loss: 0.0627042 | Time: 2571.86 ms
[2020-12-09 10:15:50 main:574] : INFO : Epoch 875 | loss: 0.0626229 | val_loss: 0.0625968 | Time: 2552.77 ms
[2020-12-09 10:15:53 main:574] : INFO : Epoch 876 | loss: 0.0625837 | val_loss: 0.0625921 | Time: 2598.66 ms
[2020-12-09 10:15:56 main:574] : INFO : Epoch 877 | loss: 0.0625743 | val_loss: 0.0625877 | Time: 2631.28 ms
[2020-12-09 10:15:58 main:574] : INFO : Epoch 878 | loss: 0.0625783 | val_loss: 0.0625912 | Time: 2590.66 ms
[2020-12-09 10:16:01 main:574] : INFO : Epoch 879 | loss: 0.0625818 | val_loss: 0.062616 | Time: 2770.1 ms
[2020-12-09 10:16:04 main:574] : INFO : Epoch 880 | loss: 0.0626009 | val_loss: 0.0626106 | Time: 2554.08 ms
[2020-12-09 10:16:06 main:574] : INFO : Epoch 881 | loss: 0.0626222 | val_loss: 0.062627 | Time: 2723.09 ms
[2020-12-09 10:16:09 main:574] : INFO : Epoch 882 | loss: 0.0626047 | val_loss: 0.0626296 | Time: 2682.62 ms
[2020-12-09 10:16:12 main:574] : INFO : Epoch 883 | loss: 0.0626202 | val_loss: 0.0626735 | Time: 2666.84 ms
[2020-12-09 10:16:15 main:574] : INFO : Epoch 884 | loss: 0.062673 | val_loss: 0.0627228 | Time: 2717.33 ms
[2020-12-09 10:16:17 main:574] : INFO : Epoch 885 | loss: 0.0627364 | val_loss: 0.0626852 | Time: 2530.67 ms
[2020-12-09 10:16:20 main:574] : INFO : Epoch 886 | loss: 0.0626235 | val_loss: 0.0626126 | Time: 2624.58 ms
[2020-12-09 10:16:23 main:574] : INFO : Epoch 887 | loss: 0.0625898 | val_loss: 0.0626006 | Time: 2732.79 ms
[2020-12-09 10:16:25 main:574] : INFO : Epoch 888 | loss: 0.0626578 | val_loss: 0.0630242 | Time: 2589.92 ms
[2020-12-09 10:16:28 main:574] : INFO : Epoch 889 | loss: 0.0627551 | val_loss: 0.0626566 | Time: 2690.71 ms
[2020-12-09 10:16:31 main:574] : INFO : Epoch 890 | loss: 0.0626069 | val_loss: 0.0626042 | Time: 2510.84 ms
[2020-12-09 10:16:33 main:574] : INFO : Epoch 891 | loss: 0.0626173 | val_loss: 0.0626727 | Time: 2617.97 ms
[2020-12-09 10:16:36 main:574] : INFO : Epoch 892 | loss: 0.0626963 | val_loss: 0.0626221 | Time: 2570.53 ms
[2020-12-09 10:16:38 main:574] : INFO : Epoch 893 | loss: 0.0626023 | val_loss: 0.0625998 | Time: 2646.77 ms
[2020-12-09 10:16:41 main:574] : INFO : Epoch 894 | loss: 0.0625846 | val_loss: 0.0626004 | Time: 2717.78 ms
[2020-12-09 10:16:44 main:574] : INFO : Epoch 895 | loss: 0.0625785 | val_loss: 0.0625835 | Time: 2750.56 ms
[2020-12-09 10:16:47 main:574] : INFO : Epoch 896 | loss: 0.0625756 | val_loss: 0.0625883 | Time: 2926.58 ms
[2020-12-09 10:16:50 main:574] : INFO : Epoch 897 | loss: 0.0625751 | val_loss: 0.0625848 | Time: 2974.76 ms
[2020-12-09 10:16:53 main:574] : INFO : Epoch 898 | loss: 0.062578 | val_loss: 0.0625947 | Time: 2808.54 ms
[2020-12-09 10:16:56 main:574] : INFO : Epoch 899 | loss: 0.0625795 | val_loss: 0.0625901 | Time: 2953.02 ms
[2020-12-09 10:16:59 main:574] : INFO : Epoch 900 | loss: 0.0625792 | val_loss: 0.0626024 | Time: 2620.47 ms
[2020-12-09 10:17:01 main:574] : INFO : Epoch 901 | loss: 0.0626127 | val_loss: 0.0625997 | Time: 2677.46 ms
[2020-12-09 10:17:04 main:574] : INFO : Epoch 902 | loss: 0.0625835 | val_loss: 0.0625934 | Time: 2645.36 ms
[2020-12-09 10:17:07 main:574] : INFO : Epoch 903 | loss: 0.0625803 | val_loss: 0.0626004 | Time: 2626.88 ms
[2020-12-09 10:17:09 main:574] : INFO : Epoch 904 | loss: 0.0625805 | val_loss: 0.0626143 | Time: 2696.85 ms
[2020-12-09 10:17:12 main:574] : INFO : Epoch 905 | loss: 0.0626475 | val_loss: 0.0626143 | Time: 2586.43 ms
[2020-12-09 10:17:15 main:574] : INFO : Epoch 906 | loss: 0.0626009 | val_loss: 0.0626009 | Time: 2595.26 ms
[2020-12-09 10:17:17 main:574] : INFO : Epoch 907 | loss: 0.0625873 | val_loss: 0.0626266 | Time: 2692.15 ms
[2020-12-09 10:17:20 main:574] : INFO : Epoch 908 | loss: 0.0626095 | val_loss: 0.0626049 | Time: 2664.02 ms
[2020-12-09 10:17:23 main:574] : INFO : Epoch 909 | loss: 0.0625865 | val_loss: 0.0625956 | Time: 2754.33 ms
[2020-12-09 10:17:26 main:574] : INFO : Epoch 910 | loss: 0.0625819 | val_loss: 0.0625894 | Time: 2657.2 ms
[2020-12-09 10:17:28 main:574] : INFO : Epoch 911 | loss: 0.0625886 | val_loss: 0.0626457 | Time: 2678.67 ms
[2020-12-09 10:17:31 main:574] : INFO : Epoch 912 | loss: 0.0626161 | val_loss: 0.0625927 | Time: 2705.33 ms
[2020-12-09 10:17:34 main:574] : INFO : Epoch 913 | loss: 0.062582 | val_loss: 0.0625931 | Time: 2671.07 ms
[2020-12-09 10:17:36 main:574] : INFO : Epoch 914 | loss: 0.0626015 | val_loss: 0.0626005 | Time: 2584.92 ms
[2020-12-09 10:17:39 main:574] : INFO : Epoch 915 | loss: 0.062603 | val_loss: 0.0626103 | Time: 2502.25 ms
[2020-12-09 10:17:42 main:574] : INFO : Epoch 916 | loss: 0.0625821 | val_loss: 0.0626019 | Time: 2663.36 ms
[2020-12-09 10:17:44 main:574] : INFO : Epoch 917 | loss: 0.0625793 | val_loss: 0.0626039 | Time: 2586.41 ms
[2020-12-09 10:17:47 main:574] : INFO : Epoch 918 | loss: 0.0625843 | val_loss: 0.0626299 | Time: 2625.87 ms
[2020-12-09 10:17:50 main:574] : INFO : Epoch 919 | loss: 0.062629 | val_loss: 0.0626116 | Time: 2699.89 ms
[2020-12-09 10:17:52 main:574] : INFO : Epoch 920 | loss: 0.062586 | val_loss: 0.0626066 | Time: 2669.26 ms
[2020-12-09 10:17:55 main:574] : INFO : Epoch 921 | loss: 0.0626266 | val_loss: 0.0626343 | Time: 2626.7 ms
[2020-12-09 10:17:58 main:574] : INFO : Epoch 922 | loss: 0.0625915 | val_loss: 0.0626012 | Time: 2609.92 ms
[2020-12-09 10:18:00 main:574] : INFO : Epoch 923 | loss: 0.0625856 | val_loss: 0.0626064 | Time: 2658.81 ms
[2020-12-09 10:18:03 main:574] : INFO : Epoch 924 | loss: 0.0626235 | val_loss: 0.0626298 | Time: 2542.76 ms
[2020-12-09 10:18:05 main:574] : INFO : Epoch 925 | loss: 0.0625999 | val_loss: 0.0625968 | Time: 2552.85 ms
[2020-12-09 10:18:08 main:574] : INFO : Epoch 926 | loss: 0.0625809 | val_loss: 0.0626028 | Time: 2555.83 ms
[2020-12-09 10:18:11 main:574] : INFO : Epoch 927 | loss: 0.0625881 | val_loss: 0.0626516 | Time: 2727.18 ms
[2020-12-09 10:18:13 main:574] : INFO : Epoch 928 | loss: 0.0626149 | val_loss: 0.0626033 | Time: 2506.97 ms
[2020-12-09 10:18:16 main:574] : INFO : Epoch 929 | loss: 0.0625957 | val_loss: 0.0626448 | Time: 2586.49 ms
[2020-12-09 10:18:19 main:574] : INFO : Epoch 930 | loss: 0.0626025 | val_loss: 0.0625924 | Time: 2659.49 ms
[2020-12-09 10:18:21 main:574] : INFO : Epoch 931 | loss: 0.0625796 | val_loss: 0.0626094 | Time: 2580.55 ms
[2020-12-09 10:18:24 main:574] : INFO : Epoch 932 | loss: 0.0625893 | val_loss: 0.0626444 | Time: 2615.35 ms
[2020-12-09 10:18:27 main:574] : INFO : Epoch 933 | loss: 0.0626394 | val_loss: 0.0627444 | Time: 2649.93 ms
[2020-12-09 10:18:29 main:574] : INFO : Epoch 934 | loss: 0.0626427 | val_loss: 0.0626272 | Time: 2666.01 ms
[2020-12-09 10:18:32 main:574] : INFO : Epoch 935 | loss: 0.0625965 | val_loss: 0.0626116 | Time: 2649.38 ms
[2020-12-09 10:18:35 main:574] : INFO : Epoch 936 | loss: 0.0625787 | val_loss: 0.0625915 | Time: 2580.49 ms
[2020-12-09 10:18:37 main:574] : INFO : Epoch 937 | loss: 0.0626009 | val_loss: 0.0626385 | Time: 2693.14 ms
[2020-12-09 10:18:40 main:574] : INFO : Epoch 938 | loss: 0.062596 | val_loss: 0.0626013 | Time: 2526.63 ms
[2020-12-09 10:18:43 main:574] : INFO : Epoch 939 | loss: 0.0625898 | val_loss: 0.0626082 | Time: 2615.12 ms
[2020-12-09 10:18:45 main:574] : INFO : Epoch 940 | loss: 0.0626279 | val_loss: 0.0627188 | Time: 2561.57 ms
[2020-12-09 10:18:48 main:574] : INFO : Epoch 941 | loss: 0.062686 | val_loss: 0.062654 | Time: 2688.03 ms
[2020-12-09 10:18:51 main:574] : INFO : Epoch 942 | loss: 0.0626207 | val_loss: 0.0626078 | Time: 2695.14 ms
[2020-12-09 10:18:53 main:574] : INFO : Epoch 943 | loss: 0.0625958 | val_loss: 0.0626107 | Time: 2608.8 ms
[2020-12-09 10:18:56 main:574] : INFO : Epoch 944 | loss: 0.062659 | val_loss: 0.06266 | Time: 2689.76 ms
[2020-12-09 10:18:59 main:574] : INFO : Epoch 945 | loss: 0.0626382 | val_loss: 0.06264 | Time: 2615.5 ms
[2020-12-09 10:19:01 main:574] : INFO : Epoch 946 | loss: 0.0625921 | val_loss: 0.0626277 | Time: 2570.31 ms
[2020-12-09 10:19:04 main:574] : INFO : Epoch 947 | loss: 0.0625906 | val_loss: 0.0625907 | Time: 2513.19 ms
[2020-12-09 10:19:06 main:574] : INFO : Epoch 948 | loss: 0.0625888 | val_loss: 0.0626128 | Time: 2611.87 ms
[2020-12-09 10:19:09 main:574] : INFO : Epoch 949 | loss: 0.0625801 | val_loss: 0.0626026 | Time: 2721.56 ms
[2020-12-09 10:19:12 main:574] : INFO : Epoch 950 | loss: 0.0625937 | val_loss: 0.0626121 | Time: 2673.23 ms
[2020-12-09 10:19:15 main:574] : INFO : Epoch 951 | loss: 0.062595 | val_loss: 0.0625994 | Time: 2645.96 ms
[2020-12-09 10:19:17 main:574] : INFO : Epoch 952 | loss: 0.0625893 | val_loss: 0.0625898 | Time: 2630.65 ms
[2020-12-09 10:19:20 main:574] : INFO : Epoch 953 | loss: 0.0625867 | val_loss: 0.0625968 | Time: 2535.8 ms
[2020-12-09 10:19:22 main:574] : INFO : Epoch 954 | loss: 0.0626023 | val_loss: 0.062594 | Time: 2634.31 ms
[2020-12-09 10:19:25 main:574] : INFO : Epoch 955 | loss: 0.0625867 | val_loss: 0.0625993 | Time: 2575.28 ms
[2020-12-09 10:19:28 main:574] : INFO : Epoch 956 | loss: 0.0625939 | val_loss: 0.0626134 | Time: 2767.22 ms
[2020-12-09 10:19:31 main:574] : INFO : Epoch 957 | loss: 0.062594 | val_loss: 0.0625916 | Time: 2680.05 ms
[2020-12-09 10:19:33 main:574] : INFO : Epoch 958 | loss: 0.0625833 | val_loss: 0.062589 | Time: 2676.58 ms
[2020-12-09 10:19:36 main:574] : INFO : Epoch 959 | loss: 0.0625922 | val_loss: 0.0627096 | Time: 2613.55 ms
[2020-12-09 10:19:39 main:574] : INFO : Epoch 960 | loss: 0.0626651 | val_loss: 0.0626015 | Time: 2605.99 ms
[2020-12-09 10:19:41 main:574] : INFO : Epoch 961 | loss: 0.06259 | val_loss: 0.0625969 | Time: 2657.39 ms
[2020-12-09 10:19:44 main:574] : INFO : Epoch 962 | loss: 0.0625855 | val_loss: 0.0625966 | Time: 2571.75 ms
[2020-12-09 10:19:47 main:574] : INFO : Epoch 963 | loss: 0.0625839 | val_loss: 0.0626023 | Time: 2617.46 ms
[2020-12-09 10:19:49 main:574] : INFO : Epoch 964 | loss: 0.0625948 | val_loss: 0.0626472 | Time: 2700.02 ms
[2020-12-09 10:19:52 main:574] : INFO : Epoch 965 | loss: 0.0626069 | val_loss: 0.0626093 | Time: 2650.17 ms
[2020-12-09 10:19:55 main:574] : INFO : Epoch 966 | loss: 0.0625859 | val_loss: 0.0625887 | Time: 2599.99 ms
[2020-12-09 10:19:57 main:574] : INFO : Epoch 967 | loss: 0.0625794 | val_loss: 0.0626005 | Time: 2667.81 ms
[2020-12-09 10:20:00 main:574] : INFO : Epoch 968 | loss: 0.0626553 | val_loss: 0.0626531 | Time: 2615.24 ms
[2020-12-09 10:20:03 main:574] : INFO : Epoch 969 | loss: 0.062624 | val_loss: 0.0626192 | Time: 2528.54 ms
[2020-12-09 10:20:05 main:574] : INFO : Epoch 970 | loss: 0.0625958 | val_loss: 0.0625956 | Time: 2534.92 ms
[2020-12-09 10:20:08 main:574] : INFO : Epoch 971 | loss: 0.0625843 | val_loss: 0.0625974 | Time: 2623.36 ms
[2020-12-09 10:20:10 main:574] : INFO : Epoch 972 | loss: 0.0625951 | val_loss: 0.0626356 | Time: 2628.58 ms
[2020-12-09 10:20:13 main:574] : INFO : Epoch 973 | loss: 0.0626265 | val_loss: 0.062639 | Time: 2637.78 ms
[2020-12-09 10:20:16 main:574] : INFO : Epoch 974 | loss: 0.0626047 | val_loss: 0.0626037 | Time: 2574.99 ms
[2020-12-09 10:20:18 main:574] : INFO : Epoch 975 | loss: 0.0626075 | val_loss: 0.0625979 | Time: 2557.75 ms
[2020-12-09 10:20:21 main:574] : INFO : Epoch 976 | loss: 0.0626008 | val_loss: 0.0626026 | Time: 2626.18 ms
[2020-12-09 10:20:24 main:574] : INFO : Epoch 977 | loss: 0.0625932 | val_loss: 0.0626012 | Time: 2642.24 ms
[2020-12-09 10:20:26 main:574] : INFO : Epoch 978 | loss: 0.0626387 | val_loss: 0.0626175 | Time: 2594.43 ms
[2020-12-09 10:20:29 main:574] : INFO : Epoch 979 | loss: 0.062599 | val_loss: 0.0625988 | Time: 2591.03 ms
[2020-12-09 10:20:31 main:574] : INFO : Epoch 980 | loss: 0.0625786 | val_loss: 0.0625883 | Time: 2560.96 ms
[2020-12-09 10:20:34 main:574] : INFO : Epoch 981 | loss: 0.0625741 | val_loss: 0.0625945 | Time: 2713.12 ms
[2020-12-09 10:20:37 main:574] : INFO : Epoch 982 | loss: 0.0625821 | val_loss: 0.0625991 | Time: 2692.5 ms
[2020-12-09 10:20:40 main:574] : INFO : Epoch 983 | loss: 0.0626104 | val_loss: 0.0626183 | Time: 2574.58 ms
[2020-12-09 10:20:42 main:574] : INFO : Epoch 984 | loss: 0.0625921 | val_loss: 0.0626131 | Time: 2612.48 ms
[2020-12-09 10:20:45 main:574] : INFO : Epoch 985 | loss: 0.0626046 | val_loss: 0.0626016 | Time: 2718.58 ms
[2020-12-09 10:20:48 main:574] : INFO : Epoch 986 | loss: 0.062588 | val_loss: 0.0626028 | Time: 2754.41 ms
[2020-12-09 10:20:50 main:574] : INFO : Epoch 987 | loss: 0.0626139 | val_loss: 0.0626407 | Time: 2656.27 ms
[2020-12-09 10:20:53 main:574] : INFO : Epoch 988 | loss: 0.0626033 | val_loss: 0.0625991 | Time: 2669.88 ms
[2020-12-09 10:20:56 main:574] : INFO : Epoch 989 | loss: 0.0625799 | val_loss: 0.0625859 | Time: 2525.25 ms
[2020-12-09 10:20:59 main:574] : INFO : Epoch 990 | loss: 0.0625799 | val_loss: 0.062611 | Time: 2733.9 ms
[2020-12-09 10:21:01 main:574] : INFO : Epoch 991 | loss: 0.0626281 | val_loss: 0.0626716 | Time: 2633.06 ms
[2020-12-09 10:21:04 main:574] : INFO : Epoch 992 | loss: 0.0626209 | val_loss: 0.0626139 | Time: 2535.14 ms
[2020-12-09 10:21:06 main:574] : INFO : Epoch 993 | loss: 0.0625869 | val_loss: 0.0626136 | Time: 2546.85 ms
[2020-12-09 10:21:09 main:574] : INFO : Epoch 994 | loss: 0.0625984 | val_loss: 0.06263 | Time: 2640.04 ms
[2020-12-09 10:21:12 main:574] : INFO : Epoch 995 | loss: 0.062589 | val_loss: 0.06264 | Time: 2604.59 ms
[2020-12-09 10:21:14 main:574] : INFO : Epoch 996 | loss: 0.0626386 | val_loss: 0.0626355 | Time: 2655.41 ms
[2020-12-09 10:21:17 main:574] : INFO : Epoch 997 | loss: 0.0625978 | val_loss: 0.0626299 | Time: 2560.39 ms
[2020-12-09 10:21:20 main:574] : INFO : Epoch 998 | loss: 0.0625945 | val_loss: 0.0626181 | Time: 2680.57 ms
[2020-12-09 10:21:22 main:574] : INFO : Epoch 999 | loss: 0.0626474 | val_loss: 0.062675 | Time: 2589.97 ms
[2020-12-09 10:21:25 main:574] : INFO : Epoch 1000 | loss: 0.0626063 | val_loss: 0.0626095 | Time: 2579.13 ms
[2020-12-09 10:21:27 main:574] : INFO : Epoch 1001 | loss: 0.0626014 | val_loss: 0.0626266 | Time: 2530.61 ms
[2020-12-09 10:21:30 main:574] : INFO : Epoch 1002 | loss: 0.0625907 | val_loss: 0.0626207 | Time: 2638.13 ms
[2020-12-09 10:21:33 main:574] : INFO : Epoch 1003 | loss: 0.0625907 | val_loss: 0.0626087 | Time: 2692.56 ms
[2020-12-09 10:21:36 main:574] : INFO : Epoch 1004 | loss: 0.0626481 | val_loss: 0.0626516 | Time: 2661.67 ms
[2020-12-09 10:21:38 main:574] : INFO : Epoch 1005 | loss: 0.0626298 | val_loss: 0.0626577 | Time: 2692.5 ms
[2020-12-09 10:21:41 main:574] : INFO : Epoch 1006 | loss: 0.0626008 | val_loss: 0.0626011 | Time: 2697.26 ms
[2020-12-09 10:21:44 main:574] : INFO : Epoch 1007 | loss: 0.0625795 | val_loss: 0.0626 | Time: 2639.9 ms
[2020-12-09 10:21:46 main:574] : INFO : Epoch 1008 | loss: 0.0625797 | val_loss: 0.0626005 | Time: 2573.58 ms
[2020-12-09 10:21:49 main:574] : INFO : Epoch 1009 | loss: 0.0626088 | val_loss: 0.0626 | Time: 2687.86 ms
[2020-12-09 10:21:52 main:574] : INFO : Epoch 1010 | loss: 0.0625887 | val_loss: 0.0626135 | Time: 2573.29 ms
[2020-12-09 10:21:54 main:574] : INFO : Epoch 1011 | loss: 0.0625853 | val_loss: 0.0626165 | Time: 2548.48 ms
[2020-12-09 10:21:57 main:574] : INFO : Epoch 1012 | loss: 0.0625869 | val_loss: 0.0626159 | Time: 2693.59 ms
[2020-12-09 10:22:00 main:574] : INFO : Epoch 1013 | loss: 0.0626037 | val_loss: 0.0626737 | Time: 2759.82 ms
[2020-12-09 10:22:02 main:574] : INFO : Epoch 1014 | loss: 0.0626509 | val_loss: 0.0626425 | Time: 2644.12 ms
[2020-12-09 10:22:05 main:574] : INFO : Epoch 1015 | loss: 0.0625998 | val_loss: 0.0626001 | Time: 2677.45 ms
[2020-12-09 10:22:08 main:574] : INFO : Epoch 1016 | loss: 0.0625768 | val_loss: 0.0626148 | Time: 2556.29 ms
[2020-12-09 10:22:10 main:574] : INFO : Epoch 1017 | loss: 0.0625869 | val_loss: 0.0626438 | Time: 2563.84 ms
[2020-12-09 10:22:13 main:574] : INFO : Epoch 1018 | loss: 0.0626033 | val_loss: 0.0626027 | Time: 2719.1 ms
[2020-12-09 10:22:16 main:574] : INFO : Epoch 1019 | loss: 0.0626227 | val_loss: 0.0626577 | Time: 2621.27 ms
[2020-12-09 10:22:18 main:574] : INFO : Epoch 1020 | loss: 0.0626246 | val_loss: 0.0626306 | Time: 2679.48 ms
[2020-12-09 10:22:21 main:574] : INFO : Epoch 1021 | loss: 0.0626031 | val_loss: 0.0626629 | Time: 2623.32 ms
[2020-12-09 10:22:24 main:574] : INFO : Epoch 1022 | loss: 0.0626988 | val_loss: 0.0626655 | Time: 2576.58 ms
[2020-12-09 10:22:27 main:574] : INFO : Epoch 1023 | loss: 0.0626057 | val_loss: 0.0626204 | Time: 2788.08 ms
[2020-12-09 10:22:29 main:574] : INFO : Epoch 1024 | loss: 0.0625848 | val_loss: 0.0626083 | Time: 2650.33 ms
[2020-12-09 10:22:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0626083
[2020-12-09 10:22:29 main:603] : INFO : Saving end state to config to file
[2020-12-09 10:22:29 main:608] : INFO : Success, exiting..
10:22:29 (14964): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)