Task 3158367
| Name | ParityMachine-1605455155-24341-3_0 |
| Workunit | 1459510 |
| Created | 2 Dec 2020, 6:56:20 UTC |
| Sent | 6 Dec 2020, 1:36:55 UTC |
| Report deadline | 13 Dec 2020, 1:36:55 UTC |
| Received | 6 Dec 2020, 3:22:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 52 min 31 sec |
| CPU time | 52 min 27 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3073.57 ms
[2020-12-06 03:03:19 main:581] : INFO : Epoch 511 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3041.35 ms
[2020-12-06 03:03:22 main:581] : INFO : Epoch 512 | loss: 0.0312515 | val_loss: 0.0312523 | Time: 3068.92 ms
[2020-12-06 03:03:25 main:581] : INFO : Epoch 513 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3105.95 ms
[2020-12-06 03:03:28 main:581] : INFO : Epoch 514 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3060.61 ms
[2020-12-06 03:03:31 main:581] : INFO : Epoch 515 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3065.85 ms
[2020-12-06 03:03:34 main:581] : INFO : Epoch 516 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3060.47 ms
[2020-12-06 03:03:37 main:581] : INFO : Epoch 517 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3077.23 ms
[2020-12-06 03:03:40 main:581] : INFO : Epoch 518 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3124.54 ms
[2020-12-06 03:03:43 main:581] : INFO : Epoch 519 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3041.75 ms
[2020-12-06 03:03:46 main:581] : INFO : Epoch 520 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 3057.64 ms
[2020-12-06 03:03:49 main:581] : INFO : Epoch 521 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3058.5 ms
[2020-12-06 03:03:52 main:581] : INFO : Epoch 522 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3101.96 ms
[2020-12-06 03:03:56 main:581] : INFO : Epoch 523 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3091.15 ms
[2020-12-06 03:03:59 main:581] : INFO : Epoch 524 | loss: 0.03125 | val_loss: 0.0312508 | Time: 3035.97 ms
[2020-12-06 03:04:02 main:581] : INFO : Epoch 525 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3089.42 ms
[2020-12-06 03:04:05 main:581] : INFO : Epoch 526 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3061.56 ms
[2020-12-06 03:04:08 main:581] : INFO : Epoch 527 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 3113.9 ms
[2020-12-06 03:04:11 main:581] : INFO : Epoch 528 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3040.2 ms
[2020-12-06 03:04:14 main:581] : INFO : Epoch 529 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 3041.89 ms
[2020-12-06 03:04:17 main:581] : INFO : Epoch 530 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3111.74 ms
[2020-12-06 03:04:20 main:581] : INFO : Epoch 531 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3088.09 ms
[2020-12-06 03:04:23 main:581] : INFO : Epoch 532 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3064.08 ms
[2020-12-06 03:04:26 main:581] : INFO : Epoch 533 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 3037.03 ms
[2020-12-06 03:04:29 main:581] : INFO : Epoch 534 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 3095.33 ms
[2020-12-06 03:04:32 main:581] : INFO : Epoch 535 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3088.85 ms
[2020-12-06 03:04:36 main:581] : INFO : Epoch 536 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3093.14 ms
[2020-12-06 03:04:39 main:581] : INFO : Epoch 537 | loss: 0.031251 | val_loss: 0.0312513 | Time: 3038.54 ms
[2020-12-06 03:04:42 main:581] : INFO : Epoch 538 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 3046.01 ms
[2020-12-06 03:04:45 main:581] : INFO : Epoch 539 | loss: 0.031251 | val_loss: 0.0312522 | Time: 3094.37 ms
[2020-12-06 03:04:48 main:581] : INFO : Epoch 540 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 3070.35 ms
[2020-12-06 03:04:51 main:581] : INFO : Epoch 541 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 3073.91 ms
[2020-12-06 03:04:54 main:581] : INFO : Epoch 542 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 3051.69 ms
[2020-12-06 03:04:57 main:581] : INFO : Epoch 543 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3080.91 ms
[2020-12-06 03:05:00 main:581] : INFO : Epoch 544 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3078.35 ms
[2020-12-06 03:05:03 main:581] : INFO : Epoch 545 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 3072.92 ms
[2020-12-06 03:05:06 main:581] : INFO : Epoch 546 | loss: 0.031251 | val_loss: 0.0312512 | Time: 3054.04 ms
[2020-12-06 03:05:09 main:581] : INFO : Epoch 547 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3067.9 ms
[2020-12-06 03:05:12 main:581] : INFO : Epoch 548 | loss: 0.0312508 | val_loss: 0.031252 | Time: 3091.83 ms
[2020-12-06 03:05:15 main:581] : INFO : Epoch 549 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 3066.61 ms
[2020-12-06 03:05:18 main:581] : INFO : Epoch 550 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 3050.64 ms
[2020-12-06 03:05:22 main:581] : INFO : Epoch 551 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3076.46 ms
[2020-12-06 03:05:25 main:581] : INFO : Epoch 552 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 3081.35 ms
[2020-12-06 03:05:28 main:581] : INFO : Epoch 553 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3082.12 ms
[2020-12-06 03:05:31 main:581] : INFO : Epoch 554 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 3043.98 ms
[2020-12-06 03:05:34 main:581] : INFO : Epoch 555 | loss: 0.0312513 | val_loss: 0.0312518 | Time: 3075.18 ms
[2020-12-06 03:05:37 main:581] : INFO : Epoch 556 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 3085.31 ms
[2020-12-06 03:05:40 main:581] : INFO : Epoch 557 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3067.94 ms
[2020-12-06 03:05:43 main:581] : INFO : Epoch 558 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 3054.37 ms
[2020-12-06 03:05:46 main:581] : INFO : Epoch 559 | loss: 0.0312511 | val_loss: 0.031251 | Time: 3052.01 ms
[2020-12-06 03:05:49 main:581] : INFO : Epoch 560 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3082.38 ms
[2020-12-06 03:05:52 main:581] : INFO : Epoch 561 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 3076.99 ms
[2020-12-06 03:05:55 main:581] : INFO : Epoch 562 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 3041.42 ms
[2020-12-06 03:05:58 main:581] : INFO : Epoch 563 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 3067.25 ms
[2020-12-06 03:06:01 main:581] : INFO : Epoch 564 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3110.02 ms
[2020-12-06 03:06:05 main:581] : INFO : Epoch 565 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 3062.18 ms
[2020-12-06 03:06:08 main:581] : INFO : Epoch 566 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 3052.86 ms
[2020-12-06 03:06:11 main:581] : INFO : Epoch 567 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3053.65 ms
[2020-12-06 03:06:14 main:581] : INFO : Epoch 568 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3079.8 ms
[2020-12-06 03:06:17 main:581] : INFO : Epoch 569 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 3118.51 ms
[2020-12-06 03:06:20 main:581] : INFO : Epoch 570 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3048.99 ms
[2020-12-06 03:06:23 main:581] : INFO : Epoch 571 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3040.14 ms
[2020-12-06 03:06:26 main:581] : INFO : Epoch 572 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3068.55 ms
[2020-12-06 03:06:29 main:581] : INFO : Epoch 573 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 3103.55 ms
[2020-12-06 03:06:32 main:581] : INFO : Epoch 574 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3091.79 ms
[2020-12-06 03:06:35 main:581] : INFO : Epoch 575 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3037.89 ms
[2020-12-06 03:06:38 main:581] : INFO : Epoch 576 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 3074.29 ms
[2020-12-06 03:06:41 main:581] : INFO : Epoch 577 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 3059.27 ms
[2020-12-06 03:06:44 main:581] : INFO : Epoch 578 | loss: 0.0312514 | val_loss: 0.031251 | Time: 3106.72 ms
[2020-12-06 03:06:48 main:581] : INFO : Epoch 579 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 3057.46 ms
[2020-12-06 03:06:51 main:581] : INFO : Epoch 580 | loss: 0.031251 | val_loss: 0.0312518 | Time: 3041.17 ms
[2020-12-06 03:06:54 main:581] : INFO : Epoch 581 | loss: 0.0312514 | val_loss: 0.031251 | Time: 3097.09 ms
[2020-12-06 03:06:57 main:581] : INFO : Epoch 582 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 3066.69 ms
[2020-12-06 03:07:00 main:581] : INFO : Epoch 583 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3084.84 ms
[2020-12-06 03:07:03 main:581] : INFO : Epoch 584 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 3037.46 ms
[2020-12-06 03:07:06 main:581] : INFO : Epoch 585 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3072.86 ms
[2020-12-06 03:07:09 main:581] : INFO : Epoch 586 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3091.62 ms
[2020-12-06 03:07:12 main:581] : INFO : Epoch 587 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3073.08 ms
[2020-12-06 03:07:15 main:581] : INFO : Epoch 588 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3056.72 ms
[2020-12-06 03:07:18 main:581] : INFO : Epoch 589 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 3046.02 ms
[2020-12-06 03:07:21 main:581] : INFO : Epoch 590 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3101.92 ms
[2020-12-06 03:07:24 main:581] : INFO : Epoch 591 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3069.87 ms
[2020-12-06 03:07:27 main:581] : INFO : Epoch 592 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3077.03 ms
[2020-12-06 03:07:30 main:581] : INFO : Epoch 593 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 3047.92 ms
[2020-12-06 03:07:34 main:581] : INFO : Epoch 594 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3078.3 ms
[2020-12-06 03:07:37 main:581] : INFO : Epoch 595 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3075.23 ms
[2020-12-06 03:07:40 main:581] : INFO : Epoch 596 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 3073.31 ms
[2020-12-06 03:07:43 main:581] : INFO : Epoch 597 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3058.37 ms
[2020-12-06 03:07:46 main:581] : INFO : Epoch 598 | loss: 0.031251 | val_loss: 0.0312507 | Time: 3044.51 ms
[2020-12-06 03:07:49 main:581] : INFO : Epoch 599 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3101.16 ms
[2020-12-06 03:07:52 main:581] : INFO : Epoch 600 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3052.58 ms
[2020-12-06 03:07:55 main:581] : INFO : Epoch 601 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3072.82 ms
[2020-12-06 03:07:58 main:581] : INFO : Epoch 602 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 3063.28 ms
[2020-12-06 03:08:01 main:581] : INFO : Epoch 603 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3065.78 ms
[2020-12-06 03:08:04 main:581] : INFO : Epoch 604 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3085.34 ms
[2020-12-06 03:08:07 main:581] : INFO : Epoch 605 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3043.29 ms
[2020-12-06 03:08:10 main:581] : INFO : Epoch 606 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3105.29 ms
[2020-12-06 03:08:13 main:581] : INFO : Epoch 607 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3058.73 ms
[2020-12-06 03:08:17 main:581] : INFO : Epoch 608 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3062.57 ms
[2020-12-06 03:08:20 main:581] : INFO : Epoch 609 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3050.38 ms
[2020-12-06 03:08:23 main:581] : INFO : Epoch 610 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3050 ms
[2020-12-06 03:08:26 main:581] : INFO : Epoch 611 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3098.13 ms
[2020-12-06 03:08:29 main:581] : INFO : Epoch 612 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 3069.68 ms
[2020-12-06 03:08:32 main:581] : INFO : Epoch 613 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3045.66 ms
[2020-12-06 03:08:35 main:581] : INFO : Epoch 614 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 3065.6 ms
[2020-12-06 03:08:38 main:581] : INFO : Epoch 615 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3102.12 ms
[2020-12-06 03:08:41 main:581] : INFO : Epoch 616 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3074.36 ms
[2020-12-06 03:08:44 main:581] : INFO : Epoch 617 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 3049.86 ms
[2020-12-06 03:08:47 main:581] : INFO : Epoch 618 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 3046.56 ms
[2020-12-06 03:08:50 main:581] : INFO : Epoch 619 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 3078.15 ms
[2020-12-06 03:08:53 main:581] : INFO : Epoch 620 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3127.42 ms
[2020-12-06 03:08:56 main:581] : INFO : Epoch 621 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 3047.09 ms
[2020-12-06 03:08:59 main:581] : INFO : Epoch 622 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3041.04 ms
[2020-12-06 03:09:03 main:581] : INFO : Epoch 623 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 3067.62 ms
[2020-12-06 03:09:06 main:581] : INFO : Epoch 624 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 3100.05 ms
[2020-12-06 03:09:09 main:581] : INFO : Epoch 625 | loss: 0.031251 | val_loss: 0.0312515 | Time: 3111.04 ms
[2020-12-06 03:09:12 main:581] : INFO : Epoch 626 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3036.91 ms
[2020-12-06 03:09:15 main:581] : INFO : Epoch 627 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 3060.21 ms
[2020-12-06 03:09:18 main:581] : INFO : Epoch 628 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 3077.94 ms
[2020-12-06 03:09:21 main:581] : INFO : Epoch 629 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 3117.72 ms
[2020-12-06 03:09:24 main:581] : INFO : Epoch 630 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 3048.62 ms
[2020-12-06 03:09:27 main:581] : INFO : Epoch 631 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 3044.78 ms
[2020-12-06 03:09:30 main:581] : INFO : Epoch 632 | loss: 0.0312506 | val_loss: 0.0312532 | Time: 3084.87 ms
[2020-12-06 03:09:33 main:581] : INFO : Epoch 633 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 3074.95 ms
[2020-12-06 03:09:36 main:581] : INFO : Epoch 634 | loss: 0.031251 | val_loss: 0.0312506 | Time: 3076.14 ms
[2020-12-06 03:09:39 main:581] : INFO : Epoch 635 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 3042.77 ms
[2020-12-06 03:09:43 main:581] : INFO : Epoch 636 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 3083.84 ms
[2020-12-06 03:09:46 main:581] : INFO : Epoch 637 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 3088.13 ms
[2020-12-06 03:09:49 main:581] : INFO : Epoch 638 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 3068.1 ms
[2020-12-06 03:09:52 main:581] : INFO : Epoch 639 | loss: 0.0312519 | val_loss: 0.0312518 | Time: 3059.79 ms
[2020-12-06 03:09:55 main:581] : INFO : Epoch 640 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 3043.18 ms
[2020-12-06 03:09:58 main:581] : INFO : Epoch 641 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 3093.6 ms
[2020-12-06 03:10:01 main:581] : INFO : Epoch 642 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3068.69 ms
[2020-12-06 03:10:04 main:581] : INFO : Epoch 643 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 3070.33 ms
[2020-12-06 03:10:07 main:581] : INFO : Epoch 644 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 3059.8 ms
[2020-12-06 03:10:10 main:581] : INFO : Epoch 645 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3071.8 ms
[2020-12-06 03:10:13 main:581] : INFO : Epoch 646 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 3085.22 ms
[2020-12-06 03:10:16 main:581] : INFO : Epoch 647 | loss: 0.0312512 | val_loss: 0.0312537 | Time: 3066.13 ms
[2020-12-06 03:10:19 main:581] : INFO : Epoch 648 | loss: 0.0312513 | val_loss: 0.0312531 | Time: 3072.52 ms
[2020-12-06 03:10:22 main:581] : INFO : Epoch 649 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3040.02 ms
[2020-12-06 03:10:25 main:581] : INFO : Epoch 650 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 3094.82 ms
[2020-12-06 03:10:29 main:581] : INFO : Epoch 651 | loss: 0.0312516 | val_loss: 0.0312521 | Time: 3053.84 ms
[2020-12-06 03:10:32 main:581] : INFO : Epoch 652 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 3069.55 ms
[2020-12-06 03:10:35 main:581] : INFO : Epoch 653 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 3076.02 ms
[2020-12-06 03:10:38 main:581] : INFO : Epoch 654 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3062.66 ms
[2020-12-06 03:10:41 main:581] : INFO : Epoch 655 | loss: 0.031252 | val_loss: 0.031251 | Time: 3075.66 ms
[2020-12-06 03:10:44 main:581] : INFO : Epoch 656 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 3046.03 ms
[2020-12-06 03:10:47 main:581] : INFO : Epoch 657 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3104.75 ms
[2020-12-06 03:10:50 main:581] : INFO : Epoch 658 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 3063.3 ms
[2020-12-06 03:10:53 main:581] : INFO : Epoch 659 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3062.95 ms
[2020-12-06 03:10:56 main:581] : INFO : Epoch 660 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3053.18 ms
[2020-12-06 03:10:59 main:581] : INFO : Epoch 661 | loss: 0.0312512 | val_loss: 0.031251 | Time: 3057.05 ms
[2020-12-06 03:11:02 main:581] : INFO : Epoch 662 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3135.32 ms
[2020-12-06 03:11:05 main:581] : INFO : Epoch 663 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 3052.87 ms
[2020-12-06 03:11:08 main:581] : INFO : Epoch 664 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 3056.38 ms
[2020-12-06 03:11:12 main:581] : INFO : Epoch 665 | loss: 0.0312511 | val_loss: 0.0312525 | Time: 3060.95 ms
[2020-12-06 03:11:15 main:581] : INFO : Epoch 666 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 3085.06 ms
[2020-12-06 03:11:18 main:581] : INFO : Epoch 667 | loss: 0.031251 | val_loss: 0.0312511 | Time: 3084.73 ms
[2020-12-06 03:11:21 main:581] : INFO : Epoch 668 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3055.41 ms
[2020-12-06 03:11:24 main:581] : INFO : Epoch 669 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3054.52 ms
[2020-12-06 03:11:27 main:581] : INFO : Epoch 670 | loss: 0.031251 | val_loss: 0.0312507 | Time: 3078.02 ms
[2020-12-06 03:11:30 main:581] : INFO : Epoch 671 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 3103.3 ms
[2020-12-06 03:11:33 main:581] : INFO : Epoch 672 | loss: 0.0312507 | val_loss: 0.031252 | Time: 3044.17 ms
[2020-12-06 03:11:36 main:581] : INFO : Epoch 673 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3043.59 ms
[2020-12-06 03:11:39 main:581] : INFO : Epoch 674 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3075.44 ms
[2020-12-06 03:11:42 main:581] : INFO : Epoch 675 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 3091.98 ms
[2020-12-06 03:11:45 main:581] : INFO : Epoch 676 | loss: 0.0312514 | val_loss: 0.0312525 | Time: 3105.26 ms
[2020-12-06 03:11:48 main:581] : INFO : Epoch 677 | loss: 0.0312513 | val_loss: 0.0312537 | Time: 3036.05 ms
[2020-12-06 03:11:51 main:581] : INFO : Epoch 678 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 3051.76 ms
[2020-12-06 03:11:55 main:581] : INFO : Epoch 679 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3068.02 ms
[2020-12-06 03:11:58 main:581] : INFO : Epoch 680 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 3108.71 ms
[2020-12-06 03:12:01 main:581] : INFO : Epoch 681 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 3064.56 ms
[2020-12-06 03:12:04 main:581] : INFO : Epoch 682 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 3039.04 ms
[2020-12-06 03:12:07 main:581] : INFO : Epoch 683 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3078.11 ms
[2020-12-06 03:12:10 main:581] : INFO : Epoch 684 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 3077.28 ms
[2020-12-06 03:12:13 main:581] : INFO : Epoch 685 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 3086.1 ms
[2020-12-06 03:12:16 main:581] : INFO : Epoch 686 | loss: 0.0312504 | val_loss: 0.031252 | Time: 3043.72 ms
[2020-12-06 03:12:19 main:581] : INFO : Epoch 687 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3077.9 ms
[2020-12-06 03:12:22 main:581] : INFO : Epoch 688 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 3084.48 ms
[2020-12-06 03:12:25 main:581] : INFO : Epoch 689 | loss: 0.031251 | val_loss: 0.0312507 | Time: 3064.62 ms
[2020-12-06 03:12:28 main:581] : INFO : Epoch 690 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3068.2 ms
[2020-12-06 03:12:31 main:581] : INFO : Epoch 691 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3043.34 ms
[2020-12-06 03:12:34 main:581] : INFO : Epoch 692 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 3091.36 ms
[2020-12-06 03:12:38 main:581] : INFO : Epoch 693 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3082.6 ms
[2020-12-06 03:12:41 main:581] : INFO : Epoch 694 | loss: 0.0312503 | val_loss: 0.0312531 | Time: 3046.39 ms
[2020-12-06 03:12:44 main:581] : INFO : Epoch 695 | loss: 0.0312519 | val_loss: 0.0312532 | Time: 3073.88 ms
[2020-12-06 03:12:47 main:581] : INFO : Epoch 696 | loss: 0.0312524 | val_loss: 0.0312511 | Time: 3076.17 ms
[2020-12-06 03:12:50 main:581] : INFO : Epoch 697 | loss: 0.0312509 | val_loss: 0.0312528 | Time: 3092.75 ms
[2020-12-06 03:12:53 main:581] : INFO : Epoch 698 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 3074.87 ms
[2020-12-06 03:12:56 main:581] : INFO : Epoch 699 | loss: 0.0312515 | val_loss: 0.0312523 | Time: 3071.54 ms
[2020-12-06 03:12:59 main:581] : INFO : Epoch 700 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 3051.84 ms
[2020-12-06 03:13:02 main:581] : INFO : Epoch 701 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 3109 ms
[2020-12-06 03:13:05 main:581] : INFO : Epoch 702 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3067.19 ms
[2020-12-06 03:13:08 main:581] : INFO : Epoch 703 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 3051.02 ms
[2020-12-06 03:13:11 main:581] : INFO : Epoch 704 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3067.55 ms
[2020-12-06 03:13:14 main:581] : INFO : Epoch 705 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 3071.87 ms
[2020-12-06 03:13:17 main:581] : INFO : Epoch 706 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3114.27 ms
[2020-12-06 03:13:21 main:581] : INFO : Epoch 707 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 3053.4 ms
[2020-12-06 03:13:24 main:581] : INFO : Epoch 708 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3064.96 ms
[2020-12-06 03:13:27 main:581] : INFO : Epoch 709 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3097.35 ms
[2020-12-06 03:13:30 main:581] : INFO : Epoch 710 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3087.4 ms
[2020-12-06 03:13:33 main:581] : INFO : Epoch 711 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3059.54 ms
[2020-12-06 03:13:36 main:581] : INFO : Epoch 712 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3056.7 ms
[2020-12-06 03:13:39 main:581] : INFO : Epoch 713 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 3122.89 ms
[2020-12-06 03:13:42 main:581] : INFO : Epoch 714 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 3048.77 ms
[2020-12-06 03:13:45 main:581] : INFO : Epoch 715 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3105.51 ms
[2020-12-06 03:13:48 main:581] : INFO : Epoch 716 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 3051.39 ms
[2020-12-06 03:13:51 main:581] : INFO : Epoch 717 | loss: 0.0312506 | val_loss: 0.0312526 | Time: 3076.36 ms
[2020-12-06 03:13:54 main:581] : INFO : Epoch 718 | loss: 0.031252 | val_loss: 0.0312534 | Time: 3109.17 ms
[2020-12-06 03:13:57 main:581] : INFO : Epoch 719 | loss: 0.0312524 | val_loss: 0.0312517 | Time: 3060.04 ms
[2020-12-06 03:14:01 main:581] : INFO : Epoch 720 | loss: 0.031253 | val_loss: 0.0312516 | Time: 3077.02 ms
[2020-12-06 03:14:04 main:581] : INFO : Epoch 721 | loss: 0.031252 | val_loss: 0.0312517 | Time: 3052.37 ms
[2020-12-06 03:14:07 main:581] : INFO : Epoch 722 | loss: 0.0312521 | val_loss: 0.0312517 | Time: 3139.13 ms
[2020-12-06 03:14:10 main:581] : INFO : Epoch 723 | loss: 0.0312517 | val_loss: 0.031251 | Time: 3063.23 ms
[2020-12-06 03:14:13 main:581] : INFO : Epoch 724 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3056.73 ms
[2020-12-06 03:14:16 main:581] : INFO : Epoch 725 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3091.77 ms
[2020-12-06 03:14:19 main:581] : INFO : Epoch 726 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3067.27 ms
[2020-12-06 03:14:22 main:581] : INFO : Epoch 727 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 3083.91 ms
[2020-12-06 03:14:25 main:581] : INFO : Epoch 728 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3064.16 ms
[2020-12-06 03:14:28 main:581] : INFO : Epoch 729 | loss: 0.031251 | val_loss: 0.0312513 | Time: 3080.82 ms
[2020-12-06 03:14:31 main:581] : INFO : Epoch 730 | loss: 0.0312521 | val_loss: 0.0312546 | Time: 3063.04 ms
[2020-12-06 03:14:34 main:581] : INFO : Epoch 731 | loss: 0.0312504 | val_loss: 0.0312534 | Time: 3098.88 ms
[2020-12-06 03:14:38 main:581] : INFO : Epoch 732 | loss: 0.0312512 | val_loss: 0.031254 | Time: 3085.23 ms
[2020-12-06 03:14:41 main:581] : INFO : Epoch 733 | loss: 0.031252 | val_loss: 0.0312507 | Time: 3044.5 ms
[2020-12-06 03:14:44 main:581] : INFO : Epoch 734 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 3101 ms
[2020-12-06 03:14:47 main:581] : INFO : Epoch 735 | loss: 0.031251 | val_loss: 0.0312509 | Time: 3064.01 ms
[2020-12-06 03:14:50 main:581] : INFO : Epoch 736 | loss: 0.031251 | val_loss: 0.0312505 | Time: 3082.36 ms
[2020-12-06 03:14:53 main:581] : INFO : Epoch 737 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 3056.19 ms
[2020-12-06 03:14:56 main:581] : INFO : Epoch 738 | loss: 0.031251 | val_loss: 0.0312509 | Time: 3066.46 ms
[2020-12-06 03:14:59 main:581] : INFO : Epoch 739 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3101.74 ms
[2020-12-06 03:15:02 main:581] : INFO : Epoch 740 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 3076.29 ms
[2020-12-06 03:15:05 main:581] : INFO : Epoch 741 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 3078.86 ms
[2020-12-06 03:15:08 main:581] : INFO : Epoch 742 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3045.26 ms
[2020-12-06 03:15:11 main:581] : INFO : Epoch 743 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 3104.93 ms
[2020-12-06 03:15:14 main:581] : INFO : Epoch 744 | loss: 0.0312522 | val_loss: 0.0312505 | Time: 3095.06 ms
[2020-12-06 03:15:18 main:581] : INFO : Epoch 745 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 3068.76 ms
[2020-12-06 03:15:21 main:581] : INFO : Epoch 746 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3060.4 ms
[2020-12-06 03:15:24 main:581] : INFO : Epoch 747 | loss: 0.031251 | val_loss: 0.031251 | Time: 3076.02 ms
[2020-12-06 03:15:27 main:581] : INFO : Epoch 748 | loss: 0.0312513 | val_loss: 0.0312529 | Time: 3124.36 ms
[2020-12-06 03:15:30 main:581] : INFO : Epoch 749 | loss: 0.0312524 | val_loss: 0.0312586 | Time: 3053.55 ms
[2020-12-06 03:15:33 main:581] : INFO : Epoch 750 | loss: 0.0312525 | val_loss: 0.0312514 | Time: 3061.96 ms
[2020-12-06 03:15:36 main:581] : INFO : Epoch 751 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 3078.63 ms
[2020-12-06 03:15:39 main:581] : INFO : Epoch 752 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 3093.13 ms
[2020-12-06 03:15:42 main:581] : INFO : Epoch 753 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 3095.82 ms
[2020-12-06 03:15:45 main:581] : INFO : Epoch 754 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3052.51 ms
[2020-12-06 03:15:48 main:581] : INFO : Epoch 755 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3078.27 ms
[2020-12-06 03:15:51 main:581] : INFO : Epoch 756 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 3086.53 ms
[2020-12-06 03:15:54 main:581] : INFO : Epoch 757 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 3093.87 ms
[2020-12-06 03:15:58 main:581] : INFO : Epoch 758 | loss: 0.031251 | val_loss: 0.031251 | Time: 3052.61 ms
[2020-12-06 03:16:01 main:581] : INFO : Epoch 759 | loss: 0.031251 | val_loss: 0.0312512 | Time: 3075.41 ms
[2020-12-06 03:16:04 main:581] : INFO : Epoch 760 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 3091.87 ms
[2020-12-06 03:16:07 main:581] : INFO : Epoch 761 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 3064.44 ms
[2020-12-06 03:16:10 main:581] : INFO : Epoch 762 | loss: 0.031251 | val_loss: 0.0312522 | Time: 3086.05 ms
[2020-12-06 03:16:13 main:581] : INFO : Epoch 763 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 3052.43 ms
[2020-12-06 03:16:16 main:581] : INFO : Epoch 764 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3093.64 ms
[2020-12-06 03:16:19 main:581] : INFO : Epoch 765 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 3081.13 ms
[2020-12-06 03:16:22 main:581] : INFO : Epoch 766 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 3089.94 ms
[2020-12-06 03:16:25 main:581] : INFO : Epoch 767 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 3050.3 ms
[2020-12-06 03:16:28 main:581] : INFO : Epoch 768 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3062.11 ms
[2020-12-06 03:16:31 main:581] : INFO : Epoch 769 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 3121.12 ms
[2020-12-06 03:16:34 main:581] : INFO : Epoch 770 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 3052.88 ms
[2020-12-06 03:16:38 main:581] : INFO : Epoch 771 | loss: 0.031251 | val_loss: 0.0312505 | Time: 3087.62 ms
[2020-12-06 03:16:41 main:581] : INFO : Epoch 772 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 3065.62 ms
[2020-12-06 03:16:44 main:581] : INFO : Epoch 773 | loss: 0.031251 | val_loss: 0.0312524 | Time: 3075.35 ms
[2020-12-06 03:16:47 main:581] : INFO : Epoch 774 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3107.55 ms
[2020-12-06 03:16:50 main:581] : INFO : Epoch 775 | loss: 0.0312511 | val_loss: 0.0312534 | Time: 3054.87 ms
[2020-12-06 03:16:53 main:581] : INFO : Epoch 776 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 3078.15 ms
[2020-12-06 03:16:56 main:581] : INFO : Epoch 777 | loss: 0.031251 | val_loss: 0.0312509 | Time: 3060.43 ms
[2020-12-06 03:16:59 main:581] : INFO : Epoch 778 | loss: 0.0312505 | val_loss: 0.031252 | Time: 3117.05 ms
[2020-12-06 03:17:02 main:581] : INFO : Epoch 779 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 3062.22 ms
[2020-12-06 03:17:05 main:581] : INFO : Epoch 780 | loss: 0.0312529 | val_loss: 0.0312526 | Time: 3060.13 ms
[2020-12-06 03:17:08 main:581] : INFO : Epoch 781 | loss: 0.0312523 | val_loss: 0.0312529 | Time: 3096.01 ms
[2020-12-06 03:17:11 main:581] : INFO : Epoch 782 | loss: 0.0312512 | val_loss: 0.031251 | Time: 3063.31 ms
[2020-12-06 03:17:14 main:581] : INFO : Epoch 783 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 3077.36 ms
[2020-12-06 03:17:18 main:581] : INFO : Epoch 784 | loss: 0.0312521 | val_loss: 0.0312546 | Time: 3070.13 ms
[2020-12-06 03:17:21 main:581] : INFO : Epoch 785 | loss: 0.0312521 | val_loss: 0.0312553 | Time: 3085.44 ms
[2020-12-06 03:17:24 main:581] : INFO : Epoch 786 | loss: 0.0312531 | val_loss: 0.0312528 | Time: 3071.94 ms
[2020-12-06 03:17:27 main:581] : INFO : Epoch 787 | loss: 0.0312524 | val_loss: 0.0312546 | Time: 3072.31 ms
[2020-12-06 03:17:30 main:581] : INFO : Epoch 788 | loss: 0.031251 | val_loss: 0.0312512 | Time: 3082.44 ms
[2020-12-06 03:17:33 main:581] : INFO : Epoch 789 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 3070.14 ms
[2020-12-06 03:17:36 main:581] : INFO : Epoch 790 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 3098.6 ms
[2020-12-06 03:17:39 main:581] : INFO : Epoch 791 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3057.62 ms
[2020-12-06 03:17:42 main:581] : INFO : Epoch 792 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3082.77 ms
[2020-12-06 03:17:45 main:581] : INFO : Epoch 793 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 3060.27 ms
[2020-12-06 03:17:48 main:581] : INFO : Epoch 794 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3084.83 ms
[2020-12-06 03:17:51 main:581] : INFO : Epoch 795 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 3077.25 ms
[2020-12-06 03:17:54 main:581] : INFO : Epoch 796 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3065.09 ms
[2020-12-06 03:17:58 main:581] : INFO : Epoch 797 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 3097.7 ms
[2020-12-06 03:18:01 main:581] : INFO : Epoch 798 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 3045.5 ms
[2020-12-06 03:18:04 main:581] : INFO : Epoch 799 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3120.44 ms
[2020-12-06 03:18:07 main:581] : INFO : Epoch 800 | loss: 0.0312517 | val_loss: 0.0312563 | Time: 3077.37 ms
[2020-12-06 03:18:10 main:581] : INFO : Epoch 801 | loss: 0.0312529 | val_loss: 0.0312512 | Time: 3054.34 ms
[2020-12-06 03:18:13 main:581] : INFO : Epoch 802 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 3083.24 ms
[2020-12-06 03:18:16 main:581] : INFO : Epoch 803 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 3066.72 ms
[2020-12-06 03:18:19 main:581] : INFO : Epoch 804 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3088.22 ms
[2020-12-06 03:18:22 main:581] : INFO : Epoch 805 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3068.3 ms
[2020-12-06 03:18:25 main:581] : INFO : Epoch 806 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3079.31 ms
[2020-12-06 03:18:28 main:581] : INFO : Epoch 807 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 3065.76 ms
[2020-12-06 03:18:31 main:581] : INFO : Epoch 808 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3101.65 ms
[2020-12-06 03:18:34 main:581] : INFO : Epoch 809 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 3085.25 ms
[2020-12-06 03:18:38 main:581] : INFO : Epoch 810 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 3042.39 ms
[2020-12-06 03:18:41 main:581] : INFO : Epoch 811 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3106.31 ms
[2020-12-06 03:18:44 main:581] : INFO : Epoch 812 | loss: 0.031251 | val_loss: 0.0312509 | Time: 3081.49 ms
[2020-12-06 03:18:47 main:581] : INFO : Epoch 813 | loss: 0.0312505 | val_loss: 0.0312527 | Time: 3083.03 ms
[2020-12-06 03:18:50 main:581] : INFO : Epoch 814 | loss: 0.031251 | val_loss: 0.0312509 | Time: 3061.42 ms
[2020-12-06 03:18:53 main:581] : INFO : Epoch 815 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3085.06 ms
[2020-12-06 03:18:56 main:581] : INFO : Epoch 816 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3090.56 ms
[2020-12-06 03:18:59 main:581] : INFO : Epoch 817 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 3065.23 ms
[2020-12-06 03:19:02 main:581] : INFO : Epoch 818 | loss: 0.0312517 | val_loss: 0.0312508 | Time: 3095.51 ms
[2020-12-06 03:19:05 main:581] : INFO : Epoch 819 | loss: 0.0312515 | val_loss: 0.0312548 | Time: 3044.39 ms
[2020-12-06 03:19:08 main:581] : INFO : Epoch 820 | loss: 0.0312525 | val_loss: 0.0312517 | Time: 3094.53 ms
[2020-12-06 03:19:11 main:581] : INFO : Epoch 821 | loss: 0.0312524 | val_loss: 0.0312511 | Time: 3098.43 ms
[2020-12-06 03:19:14 main:581] : INFO : Epoch 822 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 3063.67 ms
[2020-12-06 03:19:18 main:581] : INFO : Epoch 823 | loss: 0.0312507 | val_loss: 0.0312539 | Time: 3073 ms
[2020-12-06 03:19:21 main:581] : INFO : Epoch 824 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 3066.35 ms
[2020-12-06 03:19:24 main:581] : INFO : Epoch 825 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3119.3 ms
[2020-12-06 03:19:27 main:581] : INFO : Epoch 826 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3041.74 ms
[2020-12-06 03:19:30 main:581] : INFO : Epoch 827 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 3088.29 ms
[2020-12-06 03:19:33 main:581] : INFO : Epoch 828 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 3067.48 ms
[2020-12-06 03:19:36 main:581] : INFO : Epoch 829 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3078.98 ms
[2020-12-06 03:19:39 main:581] : INFO : Epoch 830 | loss: 0.0312505 | val_loss: 0.0312543 | Time: 3100.53 ms
[2020-12-06 03:19:42 main:581] : INFO : Epoch 831 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 3053.79 ms
[2020-12-06 03:19:45 main:581] : INFO : Epoch 832 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 3074.76 ms
[2020-12-06 03:19:48 main:581] : INFO : Epoch 833 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3062.01 ms
[2020-12-06 03:19:51 main:581] : INFO : Epoch 834 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 3108.48 ms
[2020-12-06 03:19:54 main:581] : INFO : Epoch 835 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 3067.97 ms
[2020-12-06 03:19:58 main:581] : INFO : Epoch 836 | loss: 0.0312509 | val_loss: 0.031251 | Time: 3084.56 ms
[2020-12-06 03:20:01 main:581] : INFO : Epoch 837 | loss: 0.0312509 | val_loss: 0.0312542 | Time: 3098.74 ms
[2020-12-06 03:20:04 main:581] : INFO : Epoch 838 | loss: 0.0312529 | val_loss: 0.0312546 | Time: 3053.66 ms
[2020-12-06 03:20:07 main:581] : INFO : Epoch 839 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 3082.82 ms
[2020-12-06 03:20:10 main:581] : INFO : Epoch 840 | loss: 0.0312508 | val_loss: 0.0312535 | Time: 3081.32 ms
[2020-12-06 03:20:13 main:581] : INFO : Epoch 841 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 3080.03 ms
[2020-12-06 03:20:16 main:581] : INFO : Epoch 842 | loss: 0.0312519 | val_loss: 0.0312528 | Time: 3097.32 ms
[2020-12-06 03:20:19 main:581] : INFO : Epoch 843 | loss: 0.0312512 | val_loss: 0.0312521 | Time: 3058.62 ms
[2020-12-06 03:20:22 main:581] : INFO : Epoch 844 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 3096.31 ms
[2020-12-06 03:20:25 main:581] : INFO : Epoch 845 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 3071.75 ms
[2020-12-06 03:20:28 main:581] : INFO : Epoch 846 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 3088.76 ms
[2020-12-06 03:20:31 main:581] : INFO : Epoch 847 | loss: 0.031251 | val_loss: 0.0312503 | Time: 3078.91 ms
[2020-12-06 03:20:35 main:581] : INFO : Epoch 848 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 3074.48 ms
[2020-12-06 03:20:38 main:581] : INFO : Epoch 849 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 3084.78 ms
[2020-12-06 03:20:41 main:581] : INFO : Epoch 850 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3071.38 ms
[2020-12-06 03:20:44 main:581] : INFO : Epoch 851 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3084.82 ms
[2020-12-06 03:20:47 main:581] : INFO : Epoch 852 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 3076.3 ms
[2020-12-06 03:20:50 main:581] : INFO : Epoch 853 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3094.77 ms
[2020-12-06 03:20:53 main:581] : INFO : Epoch 854 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 3043.93 ms
[2020-12-06 03:20:56 main:581] : INFO : Epoch 855 | loss: 0.031251 | val_loss: 0.0312506 | Time: 3097.99 ms
[2020-12-06 03:20:59 main:581] : INFO : Epoch 856 | loss: 0.0312515 | val_loss: 0.0312532 | Time: 3089.17 ms
[2020-12-06 03:21:02 main:581] : INFO : Epoch 857 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 3064.57 ms
[2020-12-06 03:21:05 main:581] : INFO : Epoch 858 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 3084.8 ms
[2020-12-06 03:21:08 main:581] : INFO : Epoch 859 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 3060.77 ms
[2020-12-06 03:21:11 main:581] : INFO : Epoch 860 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 3081.59 ms
[2020-12-06 03:21:15 main:581] : INFO : Epoch 861 | loss: 0.031251 | val_loss: 0.0312508 | Time: 3066.07 ms
[2020-12-06 03:21:18 main:581] : INFO : Epoch 862 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 3101.94 ms
[2020-12-06 03:21:21 main:581] : INFO : Epoch 863 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 3057.37 ms
[2020-12-06 03:21:24 main:581] : INFO : Epoch 864 | loss: 0.031251 | val_loss: 0.0312515 | Time: 3066.09 ms
[2020-12-06 03:21:27 main:581] : INFO : Epoch 865 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 3085.7 ms
[2020-12-06 03:21:30 main:581] : INFO : Epoch 866 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 3052.23 ms
[2020-12-06 03:21:33 main:581] : INFO : Epoch 867 | loss: 0.0312513 | val_loss: 0.0312521 | Time: 3094.19 ms
[2020-12-06 03:21:36 main:581] : INFO : Epoch 868 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3091.94 ms
[2020-12-06 03:21:39 main:581] : INFO : Epoch 869 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 3059 ms
[2020-12-06 03:21:42 main:581] : INFO : Epoch 870 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 3085.82 ms
[2020-12-06 03:21:45 main:581] : INFO : Epoch 871 | loss: 0.0312504 | val_loss: 0.0312548 | Time: 3081.37 ms
[2020-12-06 03:21:48 main:581] : INFO : Epoch 872 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 3082.09 ms
[2020-12-06 03:21:51 main:581] : INFO : Epoch 873 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 3047.72 ms
[2020-12-06 03:21:55 main:581] : INFO : Epoch 874 | loss: 0.031251 | val_loss: 0.031251 | Time: 3102.16 ms
[2020-12-06 03:21:58 main:581] : INFO : Epoch 875 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 3060.56 ms
[2020-12-06 03:22:01 main:581] : INFO : Epoch 876 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3077.88 ms
[2020-12-06 03:22:04 main:581] : INFO : Epoch 877 | loss: 0.0312516 | val_loss: 0.0312517 | Time: 3104.49 ms
[2020-12-06 03:22:07 main:581] : INFO : Epoch 878 | loss: 0.0312522 | val_loss: 0.0312546 | Time: 3054.08 ms
[2020-12-06 03:22:10 main:581] : INFO : Epoch 879 | loss: 0.0312529 | val_loss: 0.031253 | Time: 3090.4 ms
[2020-12-06 03:22:13 main:581] : INFO : Epoch 880 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3049.28 ms
[2020-12-06 03:22:16 main:581] : INFO : Epoch 881 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3118.65 ms
[2020-12-06 03:22:19 main:581] : INFO : Epoch 882 | loss: 0.0312509 | val_loss: 0.0312534 | Time: 3064.29 ms
[2020-12-06 03:22:22 main:581] : INFO : Epoch 883 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 3072.67 ms
[2020-12-06 03:22:25 main:581] : INFO : Epoch 884 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 3082.77 ms
[2020-12-06 03:22:28 main:581] : INFO : Epoch 885 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 3063.92 ms
[2020-12-06 03:22:32 main:581] : INFO : Epoch 886 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3099.59 ms
[2020-12-06 03:22:35 main:581] : INFO : Epoch 887 | loss: 0.0312525 | val_loss: 0.0312578 | Time: 3062.64 ms
[2020-12-06 03:22:38 main:581] : INFO : Epoch 888 | loss: 0.0312525 | val_loss: 0.0312508 | Time: 3072.31 ms
[2020-12-06 03:22:41 main:581] : INFO : Epoch 889 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3082.6 ms
[2020-12-06 03:22:44 main:581] : INFO : Epoch 890 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 3090.08 ms
[2020-12-06 03:22:47 main:581] : INFO : Epoch 891 | loss: 0.031251 | val_loss: 0.0312511 | Time: 3062.31 ms
[2020-12-06 03:22:50 main:581] : INFO : Epoch 892 | loss: 0.0312508 | val_loss: 0.031251 | Time: 3085.1 ms
[2020-12-06 03:22:53 main:581] : INFO : Epoch 893 | loss: 0.0312506 | val_loss: 0.031251 | Time: 3112.72 ms
[2020-12-06 03:22:56 main:581] : INFO : Epoch 894 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 3049.4 ms
[2020-12-06 03:22:59 main:581] : INFO : Epoch 895 | loss: 0.0312508 | val_loss: 0.031252 | Time: 3088.81 ms
[2020-12-06 03:23:02 main:581] : INFO : Epoch 896 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 3068.24 ms
[2020-12-06 03:23:05 main:581] : INFO : Epoch 897 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 3077.97 ms
[2020-12-06 03:23:08 main:581] : INFO : Epoch 898 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 3079.33 ms
[2020-12-06 03:23:12 main:581] : INFO : Epoch 899 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 3066.09 ms
[2020-12-06 03:23:15 main:581] : INFO : Epoch 900 | loss: 0.0312524 | val_loss: 0.0312522 | Time: 3097.3 ms
[2020-12-06 03:23:18 main:581] : INFO : Epoch 901 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3068.1 ms
[2020-12-06 03:23:21 main:581] : INFO : Epoch 902 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 3078.94 ms
[2020-12-06 03:23:24 main:581] : INFO : Epoch 903 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3083.34 ms
[2020-12-06 03:23:27 main:581] : INFO : Epoch 904 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3062.11 ms
[2020-12-06 03:23:30 main:581] : INFO : Epoch 905 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 3097.7 ms
[2020-12-06 03:23:33 main:581] : INFO : Epoch 906 | loss: 0.031251 | val_loss: 0.0312527 | Time: 3071.28 ms
[2020-12-06 03:23:36 main:581] : INFO : Epoch 907 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 3068.85 ms
[2020-12-06 03:23:39 main:581] : INFO : Epoch 908 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 3095.31 ms
[2020-12-06 03:23:42 main:581] : INFO : Epoch 909 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 3086.08 ms
[2020-12-06 03:23:45 main:581] : INFO : Epoch 910 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 3042.06 ms
[2020-12-06 03:23:48 main:581] : INFO : Epoch 911 | loss: 0.0312526 | val_loss: 0.0312514 | Time: 3082.11 ms
[2020-12-06 03:23:52 main:581] : INFO : Epoch 912 | loss: 0.0312511 | val_loss: 0.031251 | Time: 3086.09 ms
[2020-12-06 03:23:55 main:581] : INFO : Epoch 913 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3075.74 ms
[2020-12-06 03:23:58 main:581] : INFO : Epoch 914 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3091.58 ms
[2020-12-06 03:24:01 main:581] : INFO : Epoch 915 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3065.97 ms
[2020-12-06 03:24:04 main:581] : INFO : Epoch 916 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3064.58 ms
[2020-12-06 03:24:07 main:581] : INFO : Epoch 917 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 3086.5 ms
[2020-12-06 03:24:10 main:581] : INFO : Epoch 918 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 3097.62 ms
[2020-12-06 03:24:13 main:581] : INFO : Epoch 919 | loss: 0.0312533 | val_loss: 0.0312535 | Time: 3059.48 ms
[2020-12-06 03:24:16 main:581] : INFO : Epoch 920 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 3049.28 ms
[2020-12-06 03:24:19 main:581] : INFO : Epoch 921 | loss: 0.031251 | val_loss: 0.0312514 | Time: 3087.25 ms
[2020-12-06 03:24:22 main:581] : INFO : Epoch 922 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 3082.95 ms
[2020-12-06 03:24:25 main:581] : INFO : Epoch 923 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 3073.3 ms
[2020-12-06 03:24:28 main:581] : INFO : Epoch 924 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 3100 ms
[2020-12-06 03:24:32 main:581] : INFO : Epoch 925 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 3064.02 ms
[2020-12-06 03:24:35 main:581] : INFO : Epoch 926 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 3060.01 ms
[2020-12-06 03:24:38 main:581] : INFO : Epoch 927 | loss: 0.0312519 | val_loss: 0.0312537 | Time: 3095.45 ms
[2020-12-06 03:24:41 main:581] : INFO : Epoch 928 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 3074.89 ms
[2020-12-06 03:24:44 main:581] : INFO : Epoch 929 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 3057.99 ms
[2020-12-06 03:24:47 main:581] : INFO : Epoch 930 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3095.46 ms
[2020-12-06 03:24:50 main:581] : INFO : Epoch 931 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 3064.76 ms
[2020-12-06 03:24:53 main:581] : INFO : Epoch 932 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3070.39 ms
[2020-12-06 03:24:56 main:581] : INFO : Epoch 933 | loss: 0.0312502 | val_loss: 0.031251 | Time: 3082.81 ms
[2020-12-06 03:24:59 main:581] : INFO : Epoch 934 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3088.57 ms
[2020-12-06 03:25:02 main:581] : INFO : Epoch 935 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 3068.02 ms
[2020-12-06 03:25:05 main:581] : INFO : Epoch 936 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 3054.99 ms
[2020-12-06 03:25:08 main:581] : INFO : Epoch 937 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3097.11 ms
[2020-12-06 03:25:12 main:581] : INFO : Epoch 938 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 3071.44 ms
[2020-12-06 03:25:15 main:581] : INFO : Epoch 939 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3087.85 ms
[2020-12-06 03:25:18 main:581] : INFO : Epoch 940 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3087.84 ms
[2020-12-06 03:25:21 main:581] : INFO : Epoch 941 | loss: 0.03125 | val_loss: 0.0312513 | Time: 3043.68 ms
[2020-12-06 03:25:24 main:581] : INFO : Epoch 942 | loss: 0.0312512 | val_loss: 0.0312543 | Time: 3098.08 ms
[2020-12-06 03:25:27 main:581] : INFO : Epoch 943 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 3069.8 ms
[2020-12-06 03:25:30 main:581] : INFO : Epoch 944 | loss: 0.0312508 | val_loss: 0.0312531 | Time: 3084.7 ms
[2020-12-06 03:25:33 main:581] : INFO : Epoch 945 | loss: 0.031251 | val_loss: 0.0312502 | Time: 3075.52 ms
[2020-12-06 03:25:36 main:581] : INFO : Epoch 946 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 3067.78 ms
[2020-12-06 03:25:39 main:581] : INFO : Epoch 947 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3079.24 ms
[2020-12-06 03:25:42 main:581] : INFO : Epoch 948 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3076.4 ms
[2020-12-06 03:25:45 main:581] : INFO : Epoch 949 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 3096.29 ms
[2020-12-06 03:25:48 main:581] : INFO : Epoch 950 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 3069.22 ms
[2020-12-06 03:25:52 main:581] : INFO : Epoch 951 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 3081.5 ms
[2020-12-06 03:25:55 main:581] : INFO : Epoch 952 | loss: 0.031251 | val_loss: 0.0312505 | Time: 3059.17 ms
[2020-12-06 03:25:58 main:581] : INFO : Epoch 953 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3087.33 ms
[2020-12-06 03:26:01 main:581] : INFO : Epoch 954 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3081.98 ms
[2020-12-06 03:26:04 main:581] : INFO : Epoch 955 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 3055.33 ms
[2020-12-06 03:26:07 main:581] : INFO : Epoch 956 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 3111.76 ms
[2020-12-06 03:26:10 main:581] : INFO : Epoch 957 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 3050.48 ms
[2020-12-06 03:26:13 main:581] : INFO : Epoch 958 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3090.41 ms
[2020-12-06 03:26:16 main:581] : INFO : Epoch 959 | loss: 0.0312507 | val_loss: 0.031252 | Time: 3093.9 ms
[2020-12-06 03:26:19 main:581] : INFO : Epoch 960 | loss: 0.0312506 | val_loss: 0.031251 | Time: 3063.66 ms
[2020-12-06 03:26:22 main:581] : INFO : Epoch 961 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 3081.58 ms
[2020-12-06 03:26:25 main:581] : INFO : Epoch 962 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 3061.44 ms
[2020-12-06 03:26:28 main:581] : INFO : Epoch 963 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3061.61 ms
[2020-12-06 03:26:32 main:581] : INFO : Epoch 964 | loss: 0.0312502 | val_loss: 0.031251 | Time: 3108.94 ms
[2020-12-06 03:26:35 main:581] : INFO : Epoch 965 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 3104.01 ms
[2020-12-06 03:26:38 main:581] : INFO : Epoch 966 | loss: 0.031251 | val_loss: 0.0312548 | Time: 3042.65 ms
[2020-12-06 03:26:41 main:581] : INFO : Epoch 967 | loss: 0.031252 | val_loss: 0.0312531 | Time: 3046.23 ms
[2020-12-06 03:26:44 main:581] : INFO : Epoch 968 | loss: 0.0312523 | val_loss: 0.0312508 | Time: 3099.56 ms
[2020-12-06 03:26:47 main:581] : INFO : Epoch 969 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3105.12 ms
[2020-12-06 03:26:50 main:581] : INFO : Epoch 970 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 3066.98 ms
[2020-12-06 03:26:53 main:581] : INFO : Epoch 971 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3078.52 ms
[2020-12-06 03:26:56 main:581] : INFO : Epoch 972 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3067.58 ms
[2020-12-06 03:26:59 main:581] : INFO : Epoch 973 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3086.17 ms
[2020-12-06 03:27:02 main:581] : INFO : Epoch 974 | loss: 0.03125 | val_loss: 0.0312538 | Time: 3077.2 ms
[2020-12-06 03:27:05 main:581] : INFO : Epoch 975 | loss: 0.0312516 | val_loss: 0.0312509 | Time: 3075.01 ms
[2020-12-06 03:27:08 main:581] : INFO : Epoch 976 | loss: 0.031251 | val_loss: 0.0312506 | Time: 3052.4 ms
[2020-12-06 03:27:12 main:581] : INFO : Epoch 977 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 3102.56 ms
[2020-12-06 03:27:15 main:581] : INFO : Epoch 978 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3075.4 ms
[2020-12-06 03:27:18 main:581] : INFO : Epoch 979 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 3062.92 ms
[2020-12-06 03:27:21 main:581] : INFO : Epoch 980 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 3095.81 ms
[2020-12-06 03:27:24 main:581] : INFO : Epoch 981 | loss: 0.031251 | val_loss: 0.0312503 | Time: 3082.68 ms
[2020-12-06 03:27:27 main:581] : INFO : Epoch 982 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3066.27 ms
[2020-12-06 03:27:30 main:581] : INFO : Epoch 983 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3084.12 ms
[2020-12-06 03:27:33 main:581] : INFO : Epoch 984 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3079.18 ms
[2020-12-06 03:27:36 main:581] : INFO : Epoch 985 | loss: 0.031251 | val_loss: 0.0312516 | Time: 3080.8 ms
[2020-12-06 03:27:39 main:581] : INFO : Epoch 986 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 3086.58 ms
[2020-12-06 03:27:42 main:581] : INFO : Epoch 987 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 3060.87 ms
[2020-12-06 03:27:45 main:581] : INFO : Epoch 988 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 3062.09 ms
[2020-12-06 03:27:48 main:581] : INFO : Epoch 989 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 3079.76 ms
[2020-12-06 03:27:52 main:581] : INFO : Epoch 990 | loss: 0.0312513 | val_loss: 0.031251 | Time: 3124.04 ms
[2020-12-06 03:27:55 main:581] : INFO : Epoch 991 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 3086.6 ms
[2020-12-06 03:27:58 main:581] : INFO : Epoch 992 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 3060.22 ms
[2020-12-06 03:28:01 main:581] : INFO : Epoch 993 | loss: 0.031251 | val_loss: 0.0312542 | Time: 3058.33 ms
[2020-12-06 03:28:04 main:581] : INFO : Epoch 994 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 3089.27 ms
[2020-12-06 03:28:07 main:581] : INFO : Epoch 995 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3076.27 ms
[2020-12-06 03:28:10 main:581] : INFO : Epoch 996 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 3078.56 ms
[2020-12-06 03:28:13 main:581] : INFO : Epoch 997 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3071.86 ms
[2020-12-06 03:28:16 main:581] : INFO : Epoch 998 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3071.16 ms
[2020-12-06 03:28:19 main:581] : INFO : Epoch 999 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3088.22 ms
[2020-12-06 03:28:22 main:581] : INFO : Epoch 1000 | loss: 0.0312508 | val_loss: 0.0312565 | Time: 3079.52 ms
[2020-12-06 03:28:25 main:581] : INFO : Epoch 1001 | loss: 0.0312522 | val_loss: 0.0312503 | Time: 3066.77 ms
[2020-12-06 03:28:29 main:581] : INFO : Epoch 1002 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3066.28 ms
[2020-12-06 03:28:32 main:581] : INFO : Epoch 1003 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3124.23 ms
[2020-12-06 03:28:35 main:581] : INFO : Epoch 1004 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3056.95 ms
[2020-12-06 03:28:38 main:581] : INFO : Epoch 1005 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3086.62 ms
[2020-12-06 03:28:41 main:581] : INFO : Epoch 1006 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3091.9 ms
[2020-12-06 03:28:44 main:581] : INFO : Epoch 1007 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3061.22 ms
[2020-12-06 03:28:47 main:581] : INFO : Epoch 1008 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3069.72 ms
[2020-12-06 03:28:50 main:581] : INFO : Epoch 1009 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 3091.47 ms
[2020-12-06 03:28:53 main:581] : INFO : Epoch 1010 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3073.65 ms
[2020-12-06 03:28:56 main:581] : INFO : Epoch 1011 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3095.04 ms
[2020-12-06 03:28:59 main:581] : INFO : Epoch 1012 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3087.52 ms
[2020-12-06 03:29:02 main:581] : INFO : Epoch 1013 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3054.84 ms
[2020-12-06 03:29:05 main:581] : INFO : Epoch 1014 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3050.78 ms
[2020-12-06 03:29:09 main:581] : INFO : Epoch 1015 | loss: 0.0312508 | val_loss: 0.031252 | Time: 3101.36 ms
[2020-12-06 03:29:12 main:581] : INFO : Epoch 1016 | loss: 0.0312512 | val_loss: 0.0312542 | Time: 3086.33 ms
[2020-12-06 03:29:15 main:581] : INFO : Epoch 1017 | loss: 0.031252 | val_loss: 0.0312539 | Time: 3074.01 ms
[2020-12-06 03:29:18 main:581] : INFO : Epoch 1018 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 3066.18 ms
[2020-12-06 03:29:21 main:581] : INFO : Epoch 1019 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 3072.27 ms
[2020-12-06 03:29:24 main:581] : INFO : Epoch 1020 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 3086.83 ms
[2020-12-06 03:29:27 main:581] : INFO : Epoch 1021 | loss: 0.031251 | val_loss: 0.0312513 | Time: 3091.28 ms
[2020-12-06 03:29:30 main:581] : INFO : Epoch 1022 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3072.69 ms
[2020-12-06 03:29:33 main:581] : INFO : Epoch 1023 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3052.53 ms
[2020-12-06 03:29:36 main:581] : INFO : Epoch 1024 | loss: 0.0312507 | val_loss: 0.0312524 | Time: 3084.41 ms
[2020-12-06 03:29:36 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312524
[2020-12-06 03:29:36 main:610] : INFO : Saving end state to config to file
[2020-12-06 03:29:36 main:615] : INFO : Success, exiting..
03:29:36 (4982): 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)