Task 3171731
| Name | ParityMachine-1606531454-28569-2_0 |
| Workunit | 1468599 |
| Created | 3 Dec 2020, 23:53:14 UTC |
| Sent | 6 Dec 2020, 2:29:44 UTC |
| Report deadline | 13 Dec 2020, 2:29:44 UTC |
| Received | 6 Dec 2020, 4:15:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 52 min 47 sec |
| CPU time | 52 min 44 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> :56:15 main:581] : INFO : Epoch 510 | loss: 0.0310639 | val_loss: 0.0312155 | Time: 3088.37 ms [2020-12-06 03:56:18 main:581] : INFO : Epoch 511 | loss: 0.0310605 | val_loss: 0.031219 | Time: 3078.07 ms [2020-12-06 03:56:21 main:581] : INFO : Epoch 512 | loss: 0.0310614 | val_loss: 0.0312241 | Time: 3117.55 ms [2020-12-06 03:56:24 main:581] : INFO : Epoch 513 | loss: 0.0310638 | val_loss: 0.0312104 | Time: 3054.33 ms [2020-12-06 03:56:27 main:581] : INFO : Epoch 514 | loss: 0.0310615 | val_loss: 0.031208 | Time: 3113.66 ms [2020-12-06 03:56:31 main:581] : INFO : Epoch 515 | loss: 0.0310606 | val_loss: 0.0312315 | Time: 3112.89 ms [2020-12-06 03:56:34 main:581] : INFO : Epoch 516 | loss: 0.031057 | val_loss: 0.0312096 | Time: 3065.22 ms [2020-12-06 03:56:37 main:581] : INFO : Epoch 517 | loss: 0.0310591 | val_loss: 0.0312272 | Time: 3085.23 ms [2020-12-06 03:56:40 main:581] : INFO : Epoch 518 | loss: 0.0310717 | val_loss: 0.0312002 | Time: 3084.45 ms [2020-12-06 03:56:43 main:581] : INFO : Epoch 519 | loss: 0.0311132 | val_loss: 0.0311905 | Time: 3107.36 ms [2020-12-06 03:56:46 main:581] : INFO : Epoch 520 | loss: 0.0311046 | val_loss: 0.0311954 | Time: 3089.22 ms [2020-12-06 03:56:49 main:581] : INFO : Epoch 521 | loss: 0.0310905 | val_loss: 0.0311932 | Time: 3086.59 ms [2020-12-06 03:56:52 main:581] : INFO : Epoch 522 | loss: 0.031086 | val_loss: 0.0312063 | Time: 3059.01 ms [2020-12-06 03:56:55 main:581] : INFO : Epoch 523 | loss: 0.0311326 | val_loss: 0.0311813 | Time: 3114.82 ms [2020-12-06 03:56:58 main:581] : INFO : Epoch 524 | loss: 0.0311472 | val_loss: 0.0312212 | Time: 3109.21 ms [2020-12-06 03:57:01 main:581] : INFO : Epoch 525 | loss: 0.0319298 | val_loss: 0.0315044 | Time: 3063.23 ms [2020-12-06 03:57:04 main:581] : INFO : Epoch 526 | loss: 0.0333114 | val_loss: 0.0329056 | Time: 3095.13 ms [2020-12-06 03:57:08 main:581] : INFO : Epoch 527 | loss: 0.0320218 | val_loss: 0.031377 | Time: 3077.58 ms [2020-12-06 03:57:11 main:581] : INFO : Epoch 528 | loss: 0.0313053 | val_loss: 0.0312717 | Time: 3118.56 ms [2020-12-06 03:57:14 main:581] : INFO : Epoch 529 | loss: 0.0312628 | val_loss: 0.0312539 | Time: 3070.9 ms [2020-12-06 03:57:17 main:581] : INFO : Epoch 530 | loss: 0.0312536 | val_loss: 0.0312533 | Time: 3068.22 ms [2020-12-06 03:57:20 main:581] : INFO : Epoch 531 | loss: 0.0312521 | val_loss: 0.0312512 | Time: 3120.42 ms [2020-12-06 03:57:23 main:581] : INFO : Epoch 532 | loss: 0.0312527 | val_loss: 0.0312552 | Time: 3072.34 ms [2020-12-06 03:57:26 main:581] : INFO : Epoch 533 | loss: 0.0312517 | val_loss: 0.031251 | Time: 3082.96 ms [2020-12-06 03:57:29 main:581] : INFO : Epoch 534 | loss: 0.0312509 | val_loss: 0.031251 | Time: 3089.24 ms [2020-12-06 03:57:32 main:581] : INFO : Epoch 535 | loss: 0.0312509 | val_loss: 0.0312535 | Time: 3067.76 ms [2020-12-06 03:57:35 main:581] : INFO : Epoch 536 | loss: 0.0312535 | val_loss: 0.031254 | Time: 3098.82 ms [2020-12-06 03:57:38 main:581] : INFO : Epoch 537 | loss: 0.0312531 | val_loss: 0.0312509 | Time: 3097.37 ms [2020-12-06 03:57:41 main:581] : INFO : Epoch 538 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 3060.12 ms [2020-12-06 03:57:45 main:581] : INFO : Epoch 539 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 3097.19 ms [2020-12-06 03:57:48 main:581] : INFO : Epoch 540 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 3132.87 ms [2020-12-06 03:57:51 main:581] : INFO : Epoch 541 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 3070.47 ms [2020-12-06 03:57:54 main:581] : INFO : Epoch 542 | loss: 0.0312517 | val_loss: 0.0312514 | Time: 3075.83 ms [2020-12-06 03:57:57 main:581] : INFO : Epoch 543 | loss: 0.031252 | val_loss: 0.0312514 | Time: 3089.99 ms [2020-12-06 03:58:00 main:581] : INFO : Epoch 544 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 3090.37 ms [2020-12-06 03:58:03 main:581] : INFO : Epoch 545 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3101.36 ms [2020-12-06 03:58:06 main:581] : INFO : Epoch 546 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3084.09 ms [2020-12-06 03:58:09 main:581] : INFO : Epoch 547 | loss: 0.0312514 | val_loss: 0.0312517 | Time: 3065.92 ms [2020-12-06 03:58:12 main:581] : INFO : Epoch 548 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3092.79 ms [2020-12-06 03:58:16 main:581] : INFO : Epoch 549 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 3131.19 ms [2020-12-06 03:58:19 main:581] : INFO : Epoch 550 | loss: 0.031251 | val_loss: 0.0312511 | Time: 3070.95 ms [2020-12-06 03:58:22 main:581] : INFO : Epoch 551 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 3081.43 ms [2020-12-06 03:58:25 main:581] : INFO : Epoch 552 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 3070.6 ms [2020-12-06 03:58:28 main:581] : INFO : Epoch 553 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 3117.24 ms [2020-12-06 03:58:31 main:581] : INFO : Epoch 554 | loss: 0.0312506 | val_loss: 0.03125 | Time: 3082.99 ms [2020-12-06 03:58:34 main:581] : INFO : Epoch 555 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 3055.32 ms [2020-12-06 03:58:37 main:581] : INFO : Epoch 556 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 3111.89 ms [2020-12-06 03:58:40 main:581] : INFO : Epoch 557 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3082.83 ms [2020-12-06 03:58:43 main:581] : INFO : Epoch 558 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3100.79 ms [2020-12-06 03:58:46 main:581] : INFO : Epoch 559 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3068.92 ms [2020-12-06 03:58:49 main:581] : INFO : Epoch 560 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3110.37 ms [2020-12-06 03:58:53 main:581] : INFO : Epoch 561 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3090.1 ms [2020-12-06 03:58:56 main:581] : INFO : Epoch 562 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3082.02 ms [2020-12-06 03:58:59 main:581] : INFO : Epoch 563 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3066.3 ms [2020-12-06 03:59:02 main:581] : INFO : Epoch 564 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 3097.15 ms [2020-12-06 03:59:05 main:581] : INFO : Epoch 565 | loss: 0.031251 | val_loss: 0.0312503 | Time: 3119.53 ms [2020-12-06 03:59:08 main:581] : INFO : Epoch 566 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 3071.13 ms [2020-12-06 03:59:11 main:581] : INFO : Epoch 567 | loss: 0.0312509 | val_loss: 0.031251 | Time: 3083.18 ms [2020-12-06 03:59:14 main:581] : INFO : Epoch 568 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3082.67 ms [2020-12-06 03:59:17 main:581] : INFO : Epoch 569 | loss: 0.0312517 | val_loss: 0.031251 | Time: 3100.11 ms [2020-12-06 03:59:20 main:581] : INFO : Epoch 570 | loss: 0.0312508 | val_loss: 0.031251 | Time: 3090.79 ms [2020-12-06 03:59:23 main:581] : INFO : Epoch 571 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 3084.06 ms [2020-12-06 03:59:27 main:581] : INFO : Epoch 572 | loss: 0.03125 | val_loss: 0.0312508 | Time: 3055.59 ms [2020-12-06 03:59:30 main:581] : INFO : Epoch 573 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 3113.27 ms [2020-12-06 03:59:33 main:581] : INFO : Epoch 574 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 3122.08 ms [2020-12-06 03:59:36 main:581] : INFO : Epoch 575 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 3056.54 ms [2020-12-06 03:59:39 main:581] : INFO : Epoch 576 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 3108.39 ms [2020-12-06 03:59:42 main:581] : INFO : Epoch 577 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3083.57 ms [2020-12-06 03:59:45 main:581] : INFO : Epoch 578 | loss: 0.0312503 | val_loss: 0.031251 | Time: 3090.04 ms [2020-12-06 03:59:48 main:581] : INFO : Epoch 579 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3090.5 ms [2020-12-06 03:59:51 main:581] : INFO : Epoch 580 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3069.14 ms [2020-12-06 03:59:54 main:581] : INFO : Epoch 581 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3094.13 ms [2020-12-06 03:59:57 main:581] : INFO : Epoch 582 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3082.89 ms [2020-12-06 04:00:01 main:581] : INFO : Epoch 583 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3088.77 ms [2020-12-06 04:00:04 main:581] : INFO : Epoch 584 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 3074.4 ms [2020-12-06 04:00:07 main:581] : INFO : Epoch 585 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 3100.74 ms [2020-12-06 04:00:10 main:581] : INFO : Epoch 586 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3103.02 ms [2020-12-06 04:00:13 main:581] : INFO : Epoch 587 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 3093.92 ms [2020-12-06 04:00:16 main:581] : INFO : Epoch 588 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3067.56 ms [2020-12-06 04:00:19 main:581] : INFO : Epoch 589 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3089.68 ms [2020-12-06 04:00:22 main:581] : INFO : Epoch 590 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 3121.32 ms [2020-12-06 04:00:25 main:581] : INFO : Epoch 591 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3073.82 ms [2020-12-06 04:00:28 main:581] : INFO : Epoch 592 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3061.81 ms [2020-12-06 04:00:31 main:581] : INFO : Epoch 593 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3084.57 ms [2020-12-06 04:00:34 main:581] : INFO : Epoch 594 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 3086.62 ms [2020-12-06 04:00:38 main:581] : INFO : Epoch 595 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3124.29 ms [2020-12-06 04:00:41 main:581] : INFO : Epoch 596 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3080.81 ms [2020-12-06 04:00:44 main:581] : INFO : Epoch 597 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3062.95 ms [2020-12-06 04:00:47 main:581] : INFO : Epoch 598 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3089.6 ms [2020-12-06 04:00:50 main:581] : INFO : Epoch 599 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 3107.73 ms [2020-12-06 04:00:53 main:581] : INFO : Epoch 600 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3074.82 ms [2020-12-06 04:00:56 main:581] : INFO : Epoch 601 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3084.12 ms [2020-12-06 04:00:59 main:581] : INFO : Epoch 602 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 3097.17 ms [2020-12-06 04:01:02 main:581] : INFO : Epoch 603 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3067.04 ms [2020-12-06 04:01:05 main:581] : INFO : Epoch 604 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3125.07 ms [2020-12-06 04:01:08 main:581] : INFO : Epoch 605 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 3079.82 ms [2020-12-06 04:01:12 main:581] : INFO : Epoch 606 | loss: 0.0312499 | val_loss: 0.03125 | Time: 3077.84 ms [2020-12-06 04:01:15 main:581] : INFO : Epoch 607 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3092.6 ms [2020-12-06 04:01:18 main:581] : INFO : Epoch 608 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 3113.5 ms [2020-12-06 04:01:21 main:581] : INFO : Epoch 609 | loss: 0.0312508 | val_loss: 0.03125 | Time: 3055.46 ms [2020-12-06 04:01:24 main:581] : INFO : Epoch 610 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3090.94 ms [2020-12-06 04:01:27 main:581] : INFO : Epoch 611 | loss: 0.0312503 | val_loss: 0.031252 | Time: 3119.42 ms [2020-12-06 04:01:30 main:581] : INFO : Epoch 612 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3064.8 ms [2020-12-06 04:01:33 main:581] : INFO : Epoch 613 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 3092.41 ms [2020-12-06 04:01:36 main:581] : INFO : Epoch 614 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3066.99 ms [2020-12-06 04:01:39 main:581] : INFO : Epoch 615 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3106.33 ms [2020-12-06 04:01:42 main:581] : INFO : Epoch 616 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 3114.61 ms [2020-12-06 04:01:46 main:581] : INFO : Epoch 617 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 3065.16 ms [2020-12-06 04:01:49 main:581] : INFO : Epoch 618 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3070.35 ms [2020-12-06 04:01:52 main:581] : INFO : Epoch 619 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3115.89 ms [2020-12-06 04:01:55 main:581] : INFO : Epoch 620 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3106.13 ms [2020-12-06 04:01:58 main:581] : INFO : Epoch 621 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 3077.07 ms [2020-12-06 04:02:01 main:581] : INFO : Epoch 622 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 3080.51 ms [2020-12-06 04:02:04 main:581] : INFO : Epoch 623 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 3075.6 ms [2020-12-06 04:02:07 main:581] : INFO : Epoch 624 | loss: 0.0312514 | val_loss: 0.0312526 | Time: 3108.6 ms [2020-12-06 04:02:10 main:581] : INFO : Epoch 625 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3089.16 ms [2020-12-06 04:02:13 main:581] : INFO : Epoch 626 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3073.21 ms [2020-12-06 04:02:16 main:581] : INFO : Epoch 627 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3088.53 ms [2020-12-06 04:02:20 main:581] : INFO : Epoch 628 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3084.09 ms [2020-12-06 04:02:23 main:581] : INFO : Epoch 629 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 3091.73 ms [2020-12-06 04:02:26 main:581] : INFO : Epoch 630 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3083.14 ms [2020-12-06 04:02:29 main:581] : INFO : Epoch 631 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 3081.93 ms [2020-12-06 04:02:32 main:581] : INFO : Epoch 632 | loss: 0.0312499 | val_loss: 0.03125 | Time: 3096.32 ms [2020-12-06 04:02:35 main:581] : INFO : Epoch 633 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 3101.28 ms [2020-12-06 04:02:38 main:581] : INFO : Epoch 634 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3065.97 ms [2020-12-06 04:02:41 main:581] : INFO : Epoch 635 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 3104.97 ms [2020-12-06 04:02:44 main:581] : INFO : Epoch 636 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3111.76 ms [2020-12-06 04:02:47 main:581] : INFO : Epoch 637 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 3069.59 ms [2020-12-06 04:02:50 main:581] : INFO : Epoch 638 | loss: 0.0312516 | val_loss: 0.0312509 | Time: 3105.9 ms [2020-12-06 04:02:54 main:581] : INFO : Epoch 639 | loss: 0.031251 | val_loss: 0.0312512 | Time: 3076.7 ms [2020-12-06 04:02:57 main:581] : INFO : Epoch 640 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 3077.21 ms [2020-12-06 04:03:00 main:581] : INFO : Epoch 641 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 3117.87 ms [2020-12-06 04:03:03 main:581] : INFO : Epoch 642 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3080.88 ms [2020-12-06 04:03:06 main:581] : INFO : Epoch 643 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 3058.51 ms [2020-12-06 04:03:09 main:581] : INFO : Epoch 644 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3112.87 ms [2020-12-06 04:03:12 main:581] : INFO : Epoch 645 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 3126.68 ms [2020-12-06 04:03:15 main:581] : INFO : Epoch 646 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 3064.73 ms [2020-12-06 04:03:18 main:581] : INFO : Epoch 647 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 3075.48 ms [2020-12-06 04:03:21 main:581] : INFO : Epoch 648 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 3078.27 ms [2020-12-06 04:03:24 main:581] : INFO : Epoch 649 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3106.97 ms [2020-12-06 04:03:28 main:581] : INFO : Epoch 650 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 3097.25 ms [2020-12-06 04:03:31 main:581] : INFO : Epoch 651 | loss: 0.0312497 | val_loss: 0.0312521 | Time: 3068.49 ms [2020-12-06 04:03:34 main:581] : INFO : Epoch 652 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3083.01 ms [2020-12-06 04:03:37 main:581] : INFO : Epoch 653 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3106.56 ms [2020-12-06 04:03:40 main:581] : INFO : Epoch 654 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 3094.97 ms [2020-12-06 04:03:43 main:581] : INFO : Epoch 655 | loss: 0.0312503 | val_loss: 0.0312524 | Time: 3063.3 ms [2020-12-06 04:03:46 main:581] : INFO : Epoch 656 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 3088.09 ms [2020-12-06 04:03:49 main:581] : INFO : Epoch 657 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3094.02 ms [2020-12-06 04:03:52 main:581] : INFO : Epoch 658 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3086.77 ms [2020-12-06 04:03:55 main:581] : INFO : Epoch 659 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3086.7 ms [2020-12-06 04:03:58 main:581] : INFO : Epoch 660 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 3066.52 ms [2020-12-06 04:04:01 main:581] : INFO : Epoch 661 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 3102.93 ms [2020-12-06 04:04:05 main:581] : INFO : Epoch 662 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 3090.62 ms [2020-12-06 04:04:08 main:581] : INFO : Epoch 663 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3102.94 ms [2020-12-06 04:04:11 main:581] : INFO : Epoch 664 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3062.56 ms [2020-12-06 04:04:14 main:581] : INFO : Epoch 665 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 3097.04 ms [2020-12-06 04:04:17 main:581] : INFO : Epoch 666 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 3115.6 ms [2020-12-06 04:04:20 main:581] : INFO : Epoch 667 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 3075.65 ms [2020-12-06 04:04:23 main:581] : INFO : Epoch 668 | loss: 0.0312508 | val_loss: 0.03125 | Time: 3074.28 ms [2020-12-06 04:04:26 main:581] : INFO : Epoch 669 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 3085.22 ms [2020-12-06 04:04:29 main:581] : INFO : Epoch 670 | loss: 0.0312497 | val_loss: 0.03125 | Time: 3099.56 ms [2020-12-06 04:04:32 main:581] : INFO : Epoch 671 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3085.15 ms [2020-12-06 04:04:35 main:581] : INFO : Epoch 672 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 3093.54 ms [2020-12-06 04:04:38 main:581] : INFO : Epoch 673 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 3062.27 ms [2020-12-06 04:04:42 main:581] : INFO : Epoch 674 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3078.86 ms [2020-12-06 04:04:45 main:581] : INFO : Epoch 675 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 3136.8 ms [2020-12-06 04:04:48 main:581] : INFO : Epoch 676 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3077.22 ms [2020-12-06 04:04:51 main:581] : INFO : Epoch 677 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 3074.64 ms [2020-12-06 04:04:54 main:581] : INFO : Epoch 678 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3094.84 ms [2020-12-06 04:04:57 main:581] : INFO : Epoch 679 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 3116.79 ms [2020-12-06 04:05:00 main:581] : INFO : Epoch 680 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 3068.93 ms [2020-12-06 04:05:03 main:581] : INFO : Epoch 681 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 3083.84 ms [2020-12-06 04:05:06 main:581] : INFO : Epoch 682 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3104.99 ms [2020-12-06 04:05:09 main:581] : INFO : Epoch 683 | loss: 0.0312494 | val_loss: 0.031251 | Time: 3076.86 ms [2020-12-06 04:05:13 main:581] : INFO : Epoch 684 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3091.96 ms [2020-12-06 04:05:16 main:581] : INFO : Epoch 685 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 3077.94 ms [2020-12-06 04:05:19 main:581] : INFO : Epoch 686 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3094.32 ms [2020-12-06 04:05:22 main:581] : INFO : Epoch 687 | loss: 0.03125 | val_loss: 0.0312512 | Time: 3110.59 ms [2020-12-06 04:05:25 main:581] : INFO : Epoch 688 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 3080.09 ms [2020-12-06 04:05:28 main:581] : INFO : Epoch 689 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 3066.77 ms [2020-12-06 04:05:31 main:581] : INFO : Epoch 690 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 3117.52 ms [2020-12-06 04:05:34 main:581] : INFO : Epoch 691 | loss: 0.03125 | val_loss: 0.0312497 | Time: 3100.23 ms [2020-12-06 04:05:37 main:581] : INFO : Epoch 692 | loss: 0.0312496 | val_loss: 0.0312539 | Time: 3064.09 ms [2020-12-06 04:05:40 main:581] : INFO : Epoch 693 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3099.16 ms [2020-12-06 04:05:43 main:581] : INFO : Epoch 694 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 3071.82 ms [2020-12-06 04:05:46 main:581] : INFO : Epoch 695 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 3098.33 ms [2020-12-06 04:05:50 main:581] : INFO : Epoch 696 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 3095.03 ms [2020-12-06 04:05:53 main:581] : INFO : Epoch 697 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3071.19 ms [2020-12-06 04:05:56 main:581] : INFO : Epoch 698 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 3069.32 ms [2020-12-06 04:05:59 main:581] : INFO : Epoch 699 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 3103.24 ms [2020-12-06 04:06:02 main:581] : INFO : Epoch 700 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 3115 ms [2020-12-06 04:06:05 main:581] : INFO : Epoch 701 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3058.43 ms [2020-12-06 04:06:08 main:581] : INFO : Epoch 702 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 3102.03 ms [2020-12-06 04:06:11 main:581] : INFO : Epoch 703 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 3074.33 ms [2020-12-06 04:06:14 main:581] : INFO : Epoch 704 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 3099.59 ms [2020-12-06 04:06:17 main:581] : INFO : Epoch 705 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 3074.97 ms [2020-12-06 04:06:20 main:581] : INFO : Epoch 706 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 3079.7 ms [2020-12-06 04:06:24 main:581] : INFO : Epoch 707 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 3102.45 ms [2020-12-06 04:06:27 main:581] : INFO : Epoch 708 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 3072.28 ms [2020-12-06 04:06:30 main:581] : INFO : Epoch 709 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 3101.92 ms [2020-12-06 04:06:33 main:581] : INFO : Epoch 710 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 3061.59 ms [2020-12-06 04:06:36 main:581] : INFO : Epoch 711 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 3097.65 ms [2020-12-06 04:06:39 main:581] : INFO : Epoch 712 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 3105.49 ms [2020-12-06 04:06:42 main:581] : INFO : Epoch 713 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3075.82 ms [2020-12-06 04:06:45 main:581] : INFO : Epoch 714 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 3073.01 ms [2020-12-06 04:06:48 main:581] : INFO : Epoch 715 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 3110.91 ms [2020-12-06 04:06:51 main:581] : INFO : Epoch 716 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 3100.16 ms [2020-12-06 04:06:54 main:581] : INFO : Epoch 717 | loss: 0.0312506 | val_loss: 0.0312494 | Time: 3070.02 ms [2020-12-06 04:06:57 main:581] : INFO : Epoch 718 | loss: 0.0312516 | val_loss: 0.0312492 | Time: 3081.58 ms [2020-12-06 04:07:01 main:581] : INFO : Epoch 719 | loss: 0.03125 | val_loss: 0.0312494 | Time: 3064.21 ms [2020-12-06 04:07:04 main:581] : INFO : Epoch 720 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 3104.99 ms [2020-12-06 04:07:07 main:581] : INFO : Epoch 721 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 3110.56 ms [2020-12-06 04:07:10 main:581] : INFO : Epoch 722 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 3071.1 ms [2020-12-06 04:07:13 main:581] : INFO : Epoch 723 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 3081.21 ms [2020-12-06 04:07:16 main:581] : INFO : Epoch 724 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 3097.8 ms [2020-12-06 04:07:19 main:581] : INFO : Epoch 725 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 3088.91 ms [2020-12-06 04:07:22 main:581] : INFO : Epoch 726 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 3064.97 ms [2020-12-06 04:07:25 main:581] : INFO : Epoch 727 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 3092.93 ms [2020-12-06 04:07:28 main:581] : INFO : Epoch 728 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 3085.41 ms [2020-12-06 04:07:31 main:581] : INFO : Epoch 729 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 3085.08 ms [2020-12-06 04:07:35 main:581] : INFO : Epoch 730 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 3117.42 ms [2020-12-06 04:07:38 main:581] : INFO : Epoch 731 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 3070.6 ms [2020-12-06 04:07:41 main:581] : INFO : Epoch 732 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 3089.56 ms [2020-12-06 04:07:44 main:581] : INFO : Epoch 733 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 3089.66 ms [2020-12-06 04:07:47 main:581] : INFO : Epoch 734 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 3100.95 ms [2020-12-06 04:07:50 main:581] : INFO : Epoch 735 | loss: 0.0312521 | val_loss: 0.0312504 | Time: 3067.2 ms [2020-12-06 04:07:53 main:581] : INFO : Epoch 736 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3080.29 ms [2020-12-06 04:07:56 main:581] : INFO : Epoch 737 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 3113.61 ms [2020-12-06 04:07:59 main:581] : INFO : Epoch 738 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 3074.53 ms [2020-12-06 04:08:02 main:581] : INFO : Epoch 739 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 3072.2 ms [2020-12-06 04:08:05 main:581] : INFO : Epoch 740 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 3092.8 ms [2020-12-06 04:08:09 main:581] : INFO : Epoch 741 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 3110.19 ms [2020-12-06 04:08:12 main:581] : INFO : Epoch 742 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 3088.63 ms [2020-12-06 04:08:15 main:581] : INFO : Epoch 743 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 3067.85 ms [2020-12-06 04:08:18 main:581] : INFO : Epoch 744 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 3074.43 ms [2020-12-06 04:08:21 main:581] : INFO : Epoch 745 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 3112.75 ms [2020-12-06 04:08:24 main:581] : INFO : Epoch 746 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 3114.87 ms [2020-12-06 04:08:27 main:581] : INFO : Epoch 747 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 3065.82 ms [2020-12-06 04:08:30 main:581] : INFO : Epoch 748 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 3075.75 ms [2020-12-06 04:08:33 main:581] : INFO : Epoch 749 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 3110.31 ms [2020-12-06 04:08:36 main:581] : INFO : Epoch 750 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 3098.47 ms [2020-12-06 04:08:39 main:581] : INFO : Epoch 751 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 3073.59 ms [2020-12-06 04:08:43 main:581] : INFO : Epoch 752 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 3088.16 ms [2020-12-06 04:08:46 main:581] : INFO : Epoch 753 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 3080.6 ms [2020-12-06 04:08:49 main:581] : INFO : Epoch 754 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 3105.74 ms [2020-12-06 04:08:52 main:581] : INFO : Epoch 755 | loss: 0.0312499 | val_loss: 0.03125 | Time: 3105.11 ms [2020-12-06 04:08:55 main:581] : INFO : Epoch 756 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 3056.39 ms [2020-12-06 04:08:58 main:581] : INFO : Epoch 757 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3119.3 ms [2020-12-06 04:09:01 main:581] : INFO : Epoch 758 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3093.25 ms [2020-12-06 04:09:04 main:581] : INFO : Epoch 759 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3073.65 ms [2020-12-06 04:09:07 main:581] : INFO : Epoch 760 | loss: 0.03125 | val_loss: 0.0312534 | Time: 3083.26 ms [2020-12-06 04:09:10 main:581] : INFO : Epoch 761 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 3104.17 ms [2020-12-06 04:09:13 main:581] : INFO : Epoch 762 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3080.92 ms [2020-12-06 04:09:17 main:581] : INFO : Epoch 763 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 3101.41 ms [2020-12-06 04:09:20 main:581] : INFO : Epoch 764 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 3089.1 ms [2020-12-06 04:09:23 main:581] : INFO : Epoch 765 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 3062.5 ms [2020-12-06 04:09:26 main:581] : INFO : Epoch 766 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 3092.75 ms [2020-12-06 04:09:29 main:581] : INFO : Epoch 767 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 3102.88 ms [2020-12-06 04:09:32 main:581] : INFO : Epoch 768 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 3057.4 ms [2020-12-06 04:09:35 main:581] : INFO : Epoch 769 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3069.28 ms [2020-12-06 04:09:38 main:581] : INFO : Epoch 770 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3134.21 ms [2020-12-06 04:09:41 main:581] : INFO : Epoch 771 | loss: 0.031249 | val_loss: 0.0312499 | Time: 3101.14 ms [2020-12-06 04:09:44 main:581] : INFO : Epoch 772 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 3075.85 ms [2020-12-06 04:09:47 main:581] : INFO : Epoch 773 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 3069.08 ms [2020-12-06 04:09:50 main:581] : INFO : Epoch 774 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3095.22 ms [2020-12-06 04:09:54 main:581] : INFO : Epoch 775 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 3102.39 ms [2020-12-06 04:09:57 main:581] : INFO : Epoch 776 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 3081.78 ms [2020-12-06 04:10:00 main:581] : INFO : Epoch 777 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 3079.39 ms [2020-12-06 04:10:03 main:581] : INFO : Epoch 778 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 3085.53 ms [2020-12-06 04:10:06 main:581] : INFO : Epoch 779 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 3101.34 ms [2020-12-06 04:10:09 main:581] : INFO : Epoch 780 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 3089.41 ms [2020-12-06 04:10:12 main:581] : INFO : Epoch 781 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3072.25 ms [2020-12-06 04:10:15 main:581] : INFO : Epoch 782 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 3083.39 ms [2020-12-06 04:10:18 main:581] : INFO : Epoch 783 | loss: 0.0312494 | val_loss: 0.031251 | Time: 3112.68 ms [2020-12-06 04:10:21 main:581] : INFO : Epoch 784 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 3088.99 ms [2020-12-06 04:10:24 main:581] : INFO : Epoch 785 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 3075.25 ms [2020-12-06 04:10:28 main:581] : INFO : Epoch 786 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 3082.26 ms [2020-12-06 04:10:31 main:581] : INFO : Epoch 787 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 3103.74 ms [2020-12-06 04:10:34 main:581] : INFO : Epoch 788 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3064.79 ms [2020-12-06 04:10:37 main:581] : INFO : Epoch 789 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 3112.35 ms [2020-12-06 04:10:40 main:581] : INFO : Epoch 790 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3054.6 ms [2020-12-06 04:10:43 main:581] : INFO : Epoch 791 | loss: 0.0312494 | val_loss: 0.0312521 | Time: 3094.68 ms [2020-12-06 04:10:46 main:581] : INFO : Epoch 792 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 3137.28 ms [2020-12-06 04:10:49 main:581] : INFO : Epoch 793 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 3054.28 ms [2020-12-06 04:10:52 main:581] : INFO : Epoch 794 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 3083.21 ms [2020-12-06 04:10:55 main:581] : INFO : Epoch 795 | loss: 0.0312495 | val_loss: 0.0312529 | Time: 3098.09 ms [2020-12-06 04:10:58 main:581] : INFO : Epoch 796 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 3089.63 ms [2020-12-06 04:11:02 main:581] : INFO : Epoch 797 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 3096.41 ms [2020-12-06 04:11:05 main:581] : INFO : Epoch 798 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 3085.04 ms [2020-12-06 04:11:08 main:581] : INFO : Epoch 799 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 3064.97 ms [2020-12-06 04:11:11 main:581] : INFO : Epoch 800 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 3123.49 ms [2020-12-06 04:11:14 main:581] : INFO : Epoch 801 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 3122.55 ms [2020-12-06 04:11:17 main:581] : INFO : Epoch 802 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3056.22 ms [2020-12-06 04:11:20 main:581] : INFO : Epoch 803 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 3103.31 ms [2020-12-06 04:11:23 main:581] : INFO : Epoch 804 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3086.86 ms [2020-12-06 04:11:26 main:581] : INFO : Epoch 805 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 3090.59 ms [2020-12-06 04:11:29 main:581] : INFO : Epoch 806 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3080.81 ms [2020-12-06 04:11:32 main:581] : INFO : Epoch 807 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 3083.59 ms [2020-12-06 04:11:36 main:581] : INFO : Epoch 808 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 3084.42 ms [2020-12-06 04:11:39 main:581] : INFO : Epoch 809 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 3105.3 ms [2020-12-06 04:11:42 main:581] : INFO : Epoch 810 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 3074.03 ms [2020-12-06 04:11:45 main:581] : INFO : Epoch 811 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3056.87 ms [2020-12-06 04:11:48 main:581] : INFO : Epoch 812 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 3119.13 ms [2020-12-06 04:11:51 main:581] : INFO : Epoch 813 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3085.07 ms [2020-12-06 04:11:54 main:581] : INFO : Epoch 814 | loss: 0.0312492 | val_loss: 0.031251 | Time: 3086.7 ms [2020-12-06 04:11:57 main:581] : INFO : Epoch 815 | loss: 0.0312504 | val_loss: 0.0312492 | Time: 3077.34 ms [2020-12-06 04:12:00 main:581] : INFO : Epoch 816 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 3112.16 ms [2020-12-06 04:12:03 main:581] : INFO : Epoch 817 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 3096.96 ms [2020-12-06 04:12:06 main:581] : INFO : Epoch 818 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3069.72 ms [2020-12-06 04:12:09 main:581] : INFO : Epoch 819 | loss: 0.0312493 | val_loss: 0.03125 | Time: 3074.15 ms [2020-12-06 04:12:13 main:581] : INFO : Epoch 820 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3089.37 ms [2020-12-06 04:12:16 main:581] : INFO : Epoch 821 | loss: 0.0312494 | val_loss: 0.03125 | Time: 3093.48 ms [2020-12-06 04:12:19 main:581] : INFO : Epoch 822 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 3088.66 ms [2020-12-06 04:12:22 main:581] : INFO : Epoch 823 | loss: 0.0312491 | val_loss: 0.031249 | Time: 3087.94 ms [2020-12-06 04:12:25 main:581] : INFO : Epoch 824 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 3072.41 ms [2020-12-06 04:12:28 main:581] : INFO : Epoch 825 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 3111.34 ms [2020-12-06 04:12:31 main:581] : INFO : Epoch 826 | loss: 0.031249 | val_loss: 0.0312496 | Time: 3114.24 ms [2020-12-06 04:12:34 main:581] : INFO : Epoch 827 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 3065.89 ms [2020-12-06 04:12:37 main:581] : INFO : Epoch 828 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 3083.37 ms [2020-12-06 04:12:40 main:581] : INFO : Epoch 829 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3100.53 ms [2020-12-06 04:12:43 main:581] : INFO : Epoch 830 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 3091.85 ms [2020-12-06 04:12:47 main:581] : INFO : Epoch 831 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 3064.6 ms [2020-12-06 04:12:50 main:581] : INFO : Epoch 832 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 3110.07 ms [2020-12-06 04:12:53 main:581] : INFO : Epoch 833 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3072.41 ms [2020-12-06 04:12:56 main:581] : INFO : Epoch 834 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3102.71 ms [2020-12-06 04:12:59 main:581] : INFO : Epoch 835 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 3088.75 ms [2020-12-06 04:13:02 main:581] : INFO : Epoch 836 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3056.92 ms [2020-12-06 04:13:05 main:581] : INFO : Epoch 837 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 3138.74 ms [2020-12-06 04:13:08 main:581] : INFO : Epoch 838 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 3081.91 ms [2020-12-06 04:13:11 main:581] : INFO : Epoch 839 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 3063.36 ms [2020-12-06 04:13:14 main:581] : INFO : Epoch 840 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 3090.61 ms [2020-12-06 04:13:17 main:581] : INFO : Epoch 841 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 3108.71 ms [2020-12-06 04:13:21 main:581] : INFO : Epoch 842 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 3089.04 ms [2020-12-06 04:13:24 main:581] : INFO : Epoch 843 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 3085.56 ms [2020-12-06 04:13:27 main:581] : INFO : Epoch 844 | loss: 0.0312492 | val_loss: 0.031249 | Time: 3076.31 ms [2020-12-06 04:13:30 main:581] : INFO : Epoch 845 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 3058.99 ms [2020-12-06 04:13:33 main:581] : INFO : Epoch 846 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3126.79 ms [2020-12-06 04:13:36 main:581] : INFO : Epoch 847 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3109.12 ms [2020-12-06 04:13:39 main:581] : INFO : Epoch 848 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 3057.52 ms [2020-12-06 04:13:42 main:581] : INFO : Epoch 849 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 3103.56 ms [2020-12-06 04:13:45 main:581] : INFO : Epoch 850 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 3082.61 ms [2020-12-06 04:13:48 main:581] : INFO : Epoch 851 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 3102.59 ms [2020-12-06 04:13:51 main:581] : INFO : Epoch 852 | loss: 0.0312499 | val_loss: 0.031251 | Time: 3093.39 ms [2020-12-06 04:13:55 main:581] : INFO : Epoch 853 | loss: 0.0312503 | val_loss: 0.0312492 | Time: 3067.34 ms [2020-12-06 04:13:58 main:581] : INFO : Epoch 854 | loss: 0.031249 | val_loss: 0.0312491 | Time: 3068.83 ms [2020-12-06 04:14:01 main:581] : INFO : Epoch 855 | loss: 0.031249 | val_loss: 0.031249 | Time: 3123.15 ms [2020-12-06 04:14:04 main:581] : INFO : Epoch 856 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 3092.07 ms [2020-12-06 04:14:07 main:581] : INFO : Epoch 857 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 3057.16 ms [2020-12-06 04:14:10 main:581] : INFO : Epoch 858 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 3098.22 ms [2020-12-06 04:14:13 main:581] : INFO : Epoch 859 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 3073.84 ms [2020-12-06 04:14:16 main:581] : INFO : Epoch 860 | loss: 0.0312499 | val_loss: 0.03125 | Time: 3103.33 ms [2020-12-06 04:14:19 main:581] : INFO : Epoch 861 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 3071.6 ms [2020-12-06 04:14:22 main:581] : INFO : Epoch 862 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 3089.3 ms [2020-12-06 04:14:25 main:581] : INFO : Epoch 863 | loss: 0.0312502 | val_loss: 0.0312491 | Time: 3113.64 ms [2020-12-06 04:14:29 main:581] : INFO : Epoch 864 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3091.1 ms [2020-12-06 04:14:32 main:581] : INFO : Epoch 865 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 3063.91 ms [2020-12-06 04:14:35 main:581] : INFO : Epoch 866 | loss: 0.031249 | val_loss: 0.0312486 | Time: 3094.08 ms [2020-12-06 04:14:38 main:581] : INFO : Epoch 867 | loss: 0.031249 | val_loss: 0.0312486 | Time: 3112.99 ms [2020-12-06 04:14:41 main:581] : INFO : Epoch 868 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3074.71 ms [2020-12-06 04:14:44 main:581] : INFO : Epoch 869 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 3078.33 ms [2020-12-06 04:14:47 main:581] : INFO : Epoch 870 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 3063.9 ms [2020-12-06 04:14:50 main:581] : INFO : Epoch 871 | loss: 0.0312502 | val_loss: 0.0312489 | Time: 3142.75 ms [2020-12-06 04:14:53 main:581] : INFO : Epoch 872 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 3090.84 ms [2020-12-06 04:14:56 main:581] : INFO : Epoch 873 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 3053.64 ms [2020-12-06 04:14:59 main:581] : INFO : Epoch 874 | loss: 0.031249 | val_loss: 0.0312485 | Time: 3105.55 ms [2020-12-06 04:15:02 main:581] : INFO : Epoch 875 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 3083.38 ms [2020-12-06 04:15:06 main:581] : INFO : Epoch 876 | loss: 0.0312493 | val_loss: 0.031251 | Time: 3089.63 ms [2020-12-06 04:15:09 main:581] : INFO : Epoch 877 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 3094.47 ms [2020-12-06 04:15:12 main:581] : INFO : Epoch 878 | loss: 0.0312502 | val_loss: 0.0312528 | Time: 3086.77 ms [2020-12-06 04:15:15 main:581] : INFO : Epoch 879 | loss: 0.0312499 | val_loss: 0.031249 | Time: 3059.24 ms [2020-12-06 04:15:18 main:581] : INFO : Epoch 880 | loss: 0.0312499 | val_loss: 0.03125 | Time: 3133.11 ms [2020-12-06 04:15:21 main:581] : INFO : Epoch 881 | loss: 0.03125 | val_loss: 0.031249 | Time: 3094.51 ms [2020-12-06 04:15:24 main:581] : INFO : Epoch 882 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3061.95 ms [2020-12-06 04:15:27 main:581] : INFO : Epoch 883 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3127.62 ms [2020-12-06 04:15:30 main:581] : INFO : Epoch 884 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 3070.75 ms [2020-12-06 04:15:33 main:581] : INFO : Epoch 885 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3079.81 ms [2020-12-06 04:15:36 main:581] : INFO : Epoch 886 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3081.23 ms [2020-12-06 04:15:40 main:581] : INFO : Epoch 887 | loss: 0.031249 | val_loss: 0.031249 | Time: 3087.39 ms [2020-12-06 04:15:43 main:581] : INFO : Epoch 888 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 3098.55 ms [2020-12-06 04:15:46 main:581] : INFO : Epoch 889 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 3100.16 ms [2020-12-06 04:15:49 main:581] : INFO : Epoch 890 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3061.16 ms [2020-12-06 04:15:52 main:581] : INFO : Epoch 891 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 3097.77 ms [2020-12-06 04:15:55 main:581] : INFO : Epoch 892 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 3128.74 ms [2020-12-06 04:15:58 main:581] : INFO : Epoch 893 | loss: 0.0312495 | val_loss: 0.031249 | Time: 3076.97 ms [2020-12-06 04:16:01 main:581] : INFO : Epoch 894 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 3067.48 ms [2020-12-06 04:16:04 main:581] : INFO : Epoch 895 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 3079.9 ms [2020-12-06 04:16:07 main:581] : INFO : Epoch 896 | loss: 0.0312497 | val_loss: 0.03125 | Time: 3095.2 ms [2020-12-06 04:16:10 main:581] : INFO : Epoch 897 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3093.84 ms [2020-12-06 04:16:14 main:581] : INFO : Epoch 898 | loss: 0.03125 | val_loss: 0.031249 | Time: 3088.64 ms [2020-12-06 04:16:17 main:581] : INFO : Epoch 899 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 3066.3 ms [2020-12-06 04:16:20 main:581] : INFO : Epoch 900 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 3101.6 ms [2020-12-06 04:16:23 main:581] : INFO : Epoch 901 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 3111.25 ms [2020-12-06 04:16:26 main:581] : INFO : Epoch 902 | loss: 0.0312492 | val_loss: 0.031249 | Time: 3073.49 ms [2020-12-06 04:16:29 main:581] : INFO : Epoch 903 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3063.87 ms [2020-12-06 04:16:32 main:581] : INFO : Epoch 904 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 3092.1 ms [2020-12-06 04:16:35 main:581] : INFO : Epoch 905 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 3110.84 ms [2020-12-06 04:16:38 main:581] : INFO : Epoch 906 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3081.21 ms [2020-12-06 04:16:41 main:581] : INFO : Epoch 907 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 3073.52 ms [2020-12-06 04:16:44 main:581] : INFO : Epoch 908 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 3094.23 ms [2020-12-06 04:16:47 main:581] : INFO : Epoch 909 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3091.12 ms [2020-12-06 04:16:51 main:581] : INFO : Epoch 910 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3094.19 ms [2020-12-06 04:16:54 main:581] : INFO : Epoch 911 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3092.66 ms [2020-12-06 04:16:57 main:581] : INFO : Epoch 912 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 3070.27 ms [2020-12-06 04:17:00 main:581] : INFO : Epoch 913 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 3089.49 ms [2020-12-06 04:17:03 main:581] : INFO : Epoch 914 | loss: 0.0312511 | val_loss: 0.0312489 | Time: 3094.72 ms [2020-12-06 04:17:06 main:581] : INFO : Epoch 915 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 3074.23 ms [2020-12-06 04:17:09 main:581] : INFO : Epoch 916 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 3060.93 ms [2020-12-06 04:17:12 main:581] : INFO : Epoch 917 | loss: 0.03125 | val_loss: 0.0312489 | Time: 3128.56 ms [2020-12-06 04:17:15 main:581] : INFO : Epoch 918 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 3098.03 ms [2020-12-06 04:17:18 main:581] : INFO : Epoch 919 | loss: 0.031249 | val_loss: 0.0312494 | Time: 3075.59 ms [2020-12-06 04:17:21 main:581] : INFO : Epoch 920 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3081.48 ms [2020-12-06 04:17:25 main:581] : INFO : Epoch 921 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 3079.93 ms [2020-12-06 04:17:28 main:581] : INFO : Epoch 922 | loss: 0.031251 | val_loss: 0.0312495 | Time: 3120.27 ms [2020-12-06 04:17:31 main:581] : INFO : Epoch 923 | loss: 0.0312493 | val_loss: 0.031249 | Time: 3089.28 ms [2020-12-06 04:17:34 main:581] : INFO : Epoch 924 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3065.52 ms [2020-12-06 04:17:37 main:581] : INFO : Epoch 925 | loss: 0.0312503 | val_loss: 0.031254 | Time: 3088.29 ms [2020-12-06 04:17:40 main:581] : INFO : Epoch 926 | loss: 0.0312519 | val_loss: 0.0312495 | Time: 3119.42 ms [2020-12-06 04:17:43 main:581] : INFO : Epoch 927 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3073.88 ms [2020-12-06 04:17:46 main:581] : INFO : Epoch 928 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 3082.34 ms [2020-12-06 04:17:49 main:581] : INFO : Epoch 929 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 3119.46 ms [2020-12-06 04:17:52 main:581] : INFO : Epoch 930 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 3058.27 ms [2020-12-06 04:17:55 main:581] : INFO : Epoch 931 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 3118.2 ms [2020-12-06 04:17:59 main:581] : INFO : Epoch 932 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 3078.89 ms [2020-12-06 04:18:02 main:581] : INFO : Epoch 933 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3070.24 ms [2020-12-06 04:18:05 main:581] : INFO : Epoch 934 | loss: 0.0312503 | val_loss: 0.031249 | Time: 3097.63 ms [2020-12-06 04:18:08 main:581] : INFO : Epoch 935 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 3115.78 ms [2020-12-06 04:18:11 main:581] : INFO : Epoch 936 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3061.8 ms [2020-12-06 04:18:14 main:581] : INFO : Epoch 937 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 3084.41 ms [2020-12-06 04:18:17 main:581] : INFO : Epoch 938 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 3107.02 ms [2020-12-06 04:18:20 main:581] : INFO : Epoch 939 | loss: 0.03125 | val_loss: 0.03125 | Time: 3067.97 ms [2020-12-06 04:18:23 main:581] : INFO : Epoch 940 | loss: 0.0312498 | val_loss: 0.031249 | Time: 3085.61 ms [2020-12-06 04:18:26 main:581] : INFO : Epoch 941 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 3070.93 ms [2020-12-06 04:18:29 main:581] : INFO : Epoch 942 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3096.14 ms [2020-12-06 04:18:33 main:581] : INFO : Epoch 943 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3118.68 ms [2020-12-06 04:18:36 main:581] : INFO : Epoch 944 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 3074.12 ms [2020-12-06 04:18:39 main:581] : INFO : Epoch 945 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3069.87 ms [2020-12-06 04:18:42 main:581] : INFO : Epoch 946 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 3112.5 ms [2020-12-06 04:18:45 main:581] : INFO : Epoch 947 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 3104.16 ms [2020-12-06 04:18:48 main:581] : INFO : Epoch 948 | loss: 0.031251 | val_loss: 0.0312505 | Time: 3070.17 ms [2020-12-06 04:18:51 main:581] : INFO : Epoch 949 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 3065.3 ms [2020-12-06 04:18:54 main:581] : INFO : Epoch 950 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 3075.86 ms [2020-12-06 04:18:57 main:581] : INFO : Epoch 951 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3129.41 ms [2020-12-06 04:19:00 main:581] : INFO : Epoch 952 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 3081.62 ms [2020-12-06 04:19:03 main:581] : INFO : Epoch 953 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3068.87 ms [2020-12-06 04:19:06 main:581] : INFO : Epoch 954 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 3099.66 ms [2020-12-06 04:19:10 main:581] : INFO : Epoch 955 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 3076.33 ms [2020-12-06 04:19:13 main:581] : INFO : Epoch 956 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 3098.41 ms [2020-12-06 04:19:16 main:581] : INFO : Epoch 957 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 3082.67 ms [2020-12-06 04:19:19 main:581] : INFO : Epoch 958 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3073.28 ms [2020-12-06 04:19:22 main:581] : INFO : Epoch 959 | loss: 0.0312491 | val_loss: 0.0312529 | Time: 3095.79 ms [2020-12-06 04:19:25 main:581] : INFO : Epoch 960 | loss: 0.0312515 | val_loss: 0.0312497 | Time: 3113.84 ms [2020-12-06 04:19:28 main:581] : INFO : Epoch 961 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 3058.57 ms [2020-12-06 04:19:31 main:581] : INFO : Epoch 962 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 3093.44 ms [2020-12-06 04:19:34 main:581] : INFO : Epoch 963 | loss: 0.0312493 | val_loss: 0.031249 | Time: 3114.83 ms [2020-12-06 04:19:37 main:581] : INFO : Epoch 964 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 3052.69 ms [2020-12-06 04:19:40 main:581] : INFO : Epoch 965 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 3106.33 ms [2020-12-06 04:19:44 main:581] : INFO : Epoch 966 | loss: 0.0312494 | val_loss: 0.031249 | Time: 3079.9 ms [2020-12-06 04:19:47 main:581] : INFO : Epoch 967 | loss: 0.03125 | val_loss: 0.0312489 | Time: 3072.53 ms [2020-12-06 04:19:50 main:581] : INFO : Epoch 968 | loss: 0.0312491 | val_loss: 0.0312523 | Time: 3130.17 ms [2020-12-06 04:19:53 main:581] : INFO : Epoch 969 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 3079.39 ms [2020-12-06 04:19:56 main:581] : INFO : Epoch 970 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 3066.22 ms [2020-12-06 04:19:59 main:581] : INFO : Epoch 971 | loss: 0.03125 | val_loss: 0.0312488 | Time: 3072.59 ms [2020-12-06 04:20:02 main:581] : INFO : Epoch 972 | loss: 0.031249 | val_loss: 0.0312491 | Time: 3139.09 ms [2020-12-06 04:20:05 main:581] : INFO : Epoch 973 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 3087.6 ms [2020-12-06 04:20:08 main:581] : INFO : Epoch 974 | loss: 0.0312484 | val_loss: 0.031248 | Time: 3072.53 ms [2020-12-06 04:20:11 main:581] : INFO : Epoch 975 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 3081.63 ms [2020-12-06 04:20:14 main:581] : INFO : Epoch 976 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 3078.78 ms [2020-12-06 04:20:18 main:581] : INFO : Epoch 977 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 3138.14 ms [2020-12-06 04:20:21 main:581] : INFO : Epoch 978 | loss: 0.0312476 | val_loss: 0.031248 | Time: 3062.82 ms [2020-12-06 04:20:24 main:581] : INFO : Epoch 979 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 3079.19 ms [2020-12-06 04:20:27 main:581] : INFO : Epoch 980 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 3095.66 ms [2020-12-06 04:20:30 main:581] : INFO : Epoch 981 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 3079.91 ms [2020-12-06 04:20:33 main:581] : INFO : Epoch 982 | loss: 0.0312491 | val_loss: 0.0312473 | Time: 3072.71 ms [2020-12-06 04:20:36 main:581] : INFO : Epoch 983 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 3096.25 ms [2020-12-06 04:20:39 main:581] : INFO : Epoch 984 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 3109.97 ms [2020-12-06 04:20:42 main:581] : INFO : Epoch 985 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 3064.73 ms [2020-12-06 04:20:45 main:581] : INFO : Epoch 986 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 3118.01 ms [2020-12-06 04:20:48 main:581] : INFO : Epoch 987 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 3075.33 ms [2020-12-06 04:20:52 main:581] : INFO : Epoch 988 | loss: 0.0312487 | val_loss: 0.0312472 | Time: 3093.95 ms [2020-12-06 04:20:55 main:581] : INFO : Epoch 989 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 3103.16 ms [2020-12-06 04:20:58 main:581] : INFO : Epoch 990 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 3088.24 ms [2020-12-06 04:21:01 main:581] : INFO : Epoch 991 | loss: 0.0312498 | val_loss: 0.0312482 | Time: 3065.62 ms [2020-12-06 04:21:04 main:581] : INFO : Epoch 992 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 3079.15 ms [2020-12-06 04:21:07 main:581] : INFO : Epoch 993 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 3122.73 ms [2020-12-06 04:21:10 main:581] : INFO : Epoch 994 | loss: 0.0312483 | val_loss: 0.031247 | Time: 3072.15 ms [2020-12-06 04:21:13 main:581] : INFO : Epoch 995 | loss: 0.0312483 | val_loss: 0.0312512 | Time: 3061.97 ms [2020-12-06 04:21:16 main:581] : INFO : Epoch 996 | loss: 0.0312485 | val_loss: 0.0312459 | Time: 3073.58 ms [2020-12-06 04:21:19 main:581] : INFO : Epoch 997 | loss: 0.031248 | val_loss: 0.0312497 | Time: 3128.73 ms [2020-12-06 04:21:22 main:581] : INFO : Epoch 998 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 3076.19 ms [2020-12-06 04:21:25 main:581] : INFO : Epoch 999 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 3084.51 ms [2020-12-06 04:21:29 main:581] : INFO : Epoch 1000 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 3082.53 ms [2020-12-06 04:21:32 main:581] : INFO : Epoch 1001 | loss: 0.0312476 | val_loss: 0.031247 | Time: 3078.3 ms [2020-12-06 04:21:35 main:581] : INFO : Epoch 1002 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 3129.16 ms [2020-12-06 04:21:38 main:581] : INFO : Epoch 1003 | loss: 0.0312487 | val_loss: 0.031247 | Time: 3077.32 ms [2020-12-06 04:21:41 main:581] : INFO : Epoch 1004 | loss: 0.0312486 | val_loss: 0.0312507 | Time: 3073.14 ms [2020-12-06 04:21:44 main:581] : INFO : Epoch 1005 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 3090.41 ms [2020-12-06 04:21:47 main:581] : INFO : Epoch 1006 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 3114.42 ms [2020-12-06 04:21:50 main:581] : INFO : Epoch 1007 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 3066.12 ms [2020-12-06 04:21:53 main:581] : INFO : Epoch 1008 | loss: 0.031248 | val_loss: 0.0312462 | Time: 3083.19 ms [2020-12-06 04:21:56 main:581] : INFO : Epoch 1009 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 3117.58 ms [2020-12-06 04:21:59 main:581] : INFO : Epoch 1010 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3077.81 ms [2020-12-06 04:22:03 main:581] : INFO : Epoch 1011 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 3094.66 ms [2020-12-06 04:22:06 main:581] : INFO : Epoch 1012 | loss: 0.0312486 | val_loss: 0.0312468 | Time: 3076.86 ms [2020-12-06 04:22:09 main:581] : INFO : Epoch 1013 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 3101.07 ms [2020-12-06 04:22:12 main:581] : INFO : Epoch 1014 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 3125.86 ms [2020-12-06 04:22:15 main:581] : INFO : Epoch 1015 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 3076.11 ms [2020-12-06 04:22:18 main:581] : INFO : Epoch 1016 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 3074.62 ms [2020-12-06 04:22:21 main:581] : INFO : Epoch 1017 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 3100.05 ms [2020-12-06 04:22:24 main:581] : INFO : Epoch 1018 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 3098.05 ms [2020-12-06 04:22:27 main:581] : INFO : Epoch 1019 | loss: 0.0312499 | val_loss: 0.031248 | Time: 3069.16 ms [2020-12-06 04:22:30 main:581] : INFO : Epoch 1020 | loss: 0.0312481 | val_loss: 0.0312465 | Time: 3097.14 ms [2020-12-06 04:22:33 main:581] : INFO : Epoch 1021 | loss: 0.031247 | val_loss: 0.0312471 | Time: 3072.29 ms [2020-12-06 04:22:37 main:581] : INFO : Epoch 1022 | loss: 0.0312467 | val_loss: 0.031246 | Time: 3093.71 ms [2020-12-06 04:22:40 main:581] : INFO : Epoch 1023 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 3131.66 ms [2020-12-06 04:22:43 main:581] : INFO : Epoch 1024 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 3067.29 ms [2020-12-06 04:22:43 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312463 [2020-12-06 04:22:43 main:610] : INFO : Saving end state to config to file [2020-12-06 04:22:43 main:615] : INFO : Success, exiting.. 04:22:43 (5048): 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)